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Tree=0
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num_cat=0
split_feature=1 12 4 123 13 47 49 1 3 4 12 3 150 51 52 52 3 3 3 47 48 0 3 2 0 0 3 456 0 42
split_gain=1246.29 306.043 154.78 126.728 96.2311 84.0635 63.3541 48.1501 47.7877 47.2574 41.3797 36.8608 22.2142 19.5854 22.8496 16.9262 11.8125 11.3724 10.0651 5.07789 7.82477 4.50741 3.86367 6.84048 3.81362 3.12485 2.44857 1.14233 1.09341 1.07276
threshold=0.10124500000000002 0.051320000000000005 0.27044500000000005 1.0000000180025095e-35 -1.0000000180025095e-35 0.096475000000000019 -0.054984999999999992 0.09253500000000002 -0.12018999999999998 -0.036839999999999991 0.051320000000000005 0.090900000000000009 0.083095000000000016 -0.09193999999999998 0.11434500000000002 -0.066844999999999988 -0.14989499999999997 -0.13309499999999996 0.12178000000000001 0.090100000000000013 0.11714000000000001 -0.10474999999999998 -1.0000000180025095e-35 0.081685000000000021 -0.093039999999999984 0.041630000000000007 0.088060000000000013 0.08950000000000001 -0.13843999999999998 0.097315000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 6 8 19 9 -3 -5 10 -6 -1 22 17 -13 15 -15 -4 25 26 27 -21 -7 28 -24 -8 -12 -11 -2 -10 -26
right_child=1 2 16 7 5 21 24 -9 11 18 12 13 -14 14 -16 -17 -18 -19 -20 20 -22 -23 23 -25 29 -27 -28 -29 -30 -31
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leaf_weight=4.8619285225868252 40.354006737470627 5.6722499430179587 5.5101856589317322 5.5101856589317304 3.2412856817245546 4.3757356703281403 3.2412856817245475 6.1584427952766418 3.2412856817245475 7.7790856361389178 16.36849269270898 5.8343142271041897 3.2412856817245475 5.0239928066730499 3.4033499658107749 4.2136713862419111 6.1584427952766401 3.5654142498970023 4.213671386241912 3.4033499658107749 4.0516071021556854 3.4033499658107749 3.2412856817245475 10.53417846560478 21.554549783468254 3.4033499658107749 5.834314227104187 3.2412856817245475 301.92576125264168 3.2412856817245475
leaf_count=30 249 35 34 34 20 27 20 38 20 48 101 36 20 31 21 26 38 22 26 21 25 21 20 65 133 21 36 20 1863 20
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internal_weight=0 125.276 45.378 380.527 79.8977 28.8474 33.7094 11.6686 368.858 21.0684 31.4405 337.418 26.5785 18.4753 12.641 9.23766 11.6686 23.3373 17.8271 51.0502 7.45496 7.77909 318.943 13.7755 28.0371 19.7718 13.6134 43.5953 305.167 24.7958
internal_count=3121 773 280 2348 493 178 208 72 2276 130 194 2082 164 114 78 57 72 144 110 315 46 48 1968 85 173 122 84 269 1883 153
is_linear=0
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Tree=1
num_leaves=31
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split_feature=1 52 159 123 47 3 1 3 15 11 1 1 12 52 51 52 16 51 13 48 15 0 51 13 2 43 52 148 11 43
split_gain=902.263 192.682 122.611 99.8905 43.6465 43.4123 36.9825 33.6127 31.237 33.341 28.1862 21.7438 16.7617 16.0621 15.8729 17.0223 11.7664 11.3239 10.9304 8.82507 7.71208 3.83527 4.0069 3.67342 2.86673 2.15328 2.12556 1.54552 1.5951 1.15529
threshold=0.10124500000000002 -0.38533999999999996 -1.0000000180025095e-35 1.0000000180025095e-35 0.10019500000000002 -0.12018999999999998 0.12408500000000001 0.090900000000000009 0.024640000000000006 0.081790000000000015 0.077845000000000011 0.083135000000000014 0.051320000000000005 0.13389000000000004 -0.09193999999999998 0.11434500000000002 -0.0048099999999999992 0.084305000000000019 -0.074519999999999989 0.12879500000000002 0.050935000000000008 -0.14116499999999996 0.081440000000000026 -0.08971999999999998 -1.0000000180025095e-35 0.016310000000000002 -0.43851499999999993 -0.079184999999999992 0.096435000000000007 -0.51144999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 12 5 13 8 18 21 9 11 -5 16 -3 19 -9 17 -1 -16 -6 20 27 22 -7 -12 -23 -10 -2 -4 -29 -26
right_child=1 2 4 10 6 7 -8 14 25 -11 23 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 24 -24 -25 29 -27 -28 28 -30 -31
leaf_value=-0.0012717141235292001 -0.0037119685035002683 0.002948562913943503 0.0083599804129135501 -0.00051555457464181307 0.0047610475011919569 -0.0029029186181854334 0.0093326890022738338 -0.0036869609772263311 -0.0037424162612544414 -0.0032388151405386679 0.01059274108976559 0.011296516546700622 -0.0034185460517262697 0.0037049232563669409 0.0069351165700114563 -0.0036869609772263311 0.0058027539361881885 0.00047966184483994582 -0.0018830161790003676 0.0055332985116329312 0.005943514460185287 -0.0012607641141842393 0.0011965777439322197 0.0066716162477771504 -0.0017834819986216205 -0.0008960570727409255 -0.00097405964237388303 0.010304844195918983 0.0083236423727786942 -0.0036138031071316578
leaf_weight=3.5731823593378085 13.903811797499658 6.9153987765312186 4.3278006166219702 4.5906845927238455 3.437837317585946 7.2984624505043012 7.3743405044078818 5.4022130370140102 10.143536105751989 5.4852649718523017 4.4966474026441565 4.1438756287097922 8.1620786488056165 4.2366500198841086 6.0596967637538892 3.1512909382581702 5.2656298130750692 4.1421927362680435 6.4449543803930291 4.3855325430631629 4.2267830520868293 4.8532557487487784 3.0654649883508682 4.1687413603067389 3.1578917652368537 3.1549364626407614 3.1488289237022391 74.575010031461716 3.8704484701156607 278.12100501358509
leaf_count=22 91 38 22 28 19 47 38 36 65 34 23 23 51 22 33 21 30 24 41 23 23 31 20 21 21 20 19 366 20 1849
internal_value=0 0.00629497 0.0075612 -0.00259392 0.00863771 -0.0029036 0.00423327 -0.00324144 0.000449164 0.0029812 0.00551274 0.0056092 -0.000498223 0.00943259 0.000665148 0.00242585 0.00294283 0.00431406 0.000428194 0.00969813 0.00990807 -0.00348856 -0.00169036 0.00870637 -0.00355369 -0.00306714 -0.0032064 0.0101105 0.0102071 -0.00359325
internal_weight=0 145.009 127.957 360.274 112.879 347.018 17.2571 315.251 31.7664 18.468 13.2561 12.9827 15.0775 95.6222 18.7554 13.3532 8.83881 10.2019 9.88279 91.3856 87 296.496 10.3639 8.66539 286.132 13.2985 17.0526 82.7733 78.4455 281.279
internal_count=3121 773 663 2348 574 2276 98 2082 194 109 72 75 89 476 114 78 52 57 60 454 431 1968 67 44 1901 85 110 408 386 1870
is_linear=0
shrinkage=0.00300904


Tree=2
num_leaves=31
num_cat=0
split_feature=1 52 159 12 43 47 1 3 1 50 12 3 52 0 3 16 1 3 3 13 12 50 48 52 4 4 2 13 49 52
split_gain=706.208 151.358 83.6444 78.2056 33.2331 26.532 26.2745 25.7734 23.6791 16.5569 19.6212 15.5293 12.1615 10.0941 10.0431 16.6137 10.815 9.52984 10.5695 9.18322 8.77431 8.36805 4.36963 4.27405 4.18611 2.86882 1.96251 1.49811 1.42629 3.98905
threshold=0.099195000000000019 -0.26636999999999994 -1.0000000180025095e-35 0.079890000000000017 -0.073404999999999984 0.10280000000000002 0.12408500000000001 0.097915000000000016 1.0000000180025095e-35 0.11534500000000002 0.088365000000000013 -0.15121499999999996 0.12603000000000003 -0.053834999999999994 0.090900000000000009 0.083160000000000026 0.088975000000000012 -0.12018999999999998 -0.14847999999999997 -0.0034749999999999994 0.092755000000000018 0.096530000000000019 0.12879500000000002 -0.43320999999999993 -0.16363499999999997 -0.15464999999999998 0.092875000000000013 0.24394000000000002 -0.081604999999999997 -0.016949999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 23 9 4 8 12 20 17 13 10 -3 -6 21 -1 25 16 -16 18 -5 -20 -7 22 24 -2 -4 -13 -10 -26 29 -19
right_child=1 2 5 7 11 6 -8 -9 26 -11 -12 14 -14 -15 15 -17 -18 28 19 -21 -22 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=-0.0040692856621206246 -0.004048271863879324 0.0084162817173295858 0.0057946558091448198 -0.0033726201371967282 0.005961039266368884 0.0030900724039528956 0.0082147371188032586 0.0050766995179274063 0.010327057351351553 -0.0038385154617343233 -0.0023391745228143815 3.4037945709003062e-06 0.003068492455599316 0.0041856051205752288 -0.0012118090789908624 -0.0041594609209667736 0.0064592325078731434 0.00073166750550147182 0.0052964393400441977 -0.0018635006129848544 -0.0034305277135890052 0.0039167690809817053 0.005532843135542905 -0.00012159297653964559 0.0091534879862148217 -0.0034069440901195445 0.007121238740080949 0.0072880021033338328 -0.0039444257088799969 -0.0040285154616555843
leaf_weight=3.1730371117591849 15.134743601083757 3.8247123509645453 4.6657679229974738 13.823387563228609 3.4498729407787314 4.9298355132341403 8.3405949622392637 3.8059844821691504 4.1851692199707013 8.0721631199121457 3.8062744289636612 3.2592170238494864 4.7517370581626883 3.5080553293228149 3.3414977192878705 4.9359237253665915 5.420129731297493 2.8120279908180237 3.7516246140003204 4.3519431501626951 4.3861615508794785 4.2058009207248679 4.5532030314207068 3.9266088455915442 87.532675430178642 18.647438481450084 4.4118175059556961 5.125343680381774 243.39453762769699 6.6922472119331342
leaf_count=22 107 19 22 94 17 29 38 20 20 50 26 22 24 20 21 33 28 20 20 28 28 21 22 23 384 124 20 23 1748 48
internal_value=0 0.00564221 0.00681628 -0.00287301 0.000807706 0.00770923 0.00389104 -0.00359074 0.00500125 -0.000490271 0.00305155 -0.00083282 0.00831749 0.000265127 -0.00149111 0.000761438 0.00353366 -0.00371077 -0.00158985 0.00145126 2.00408e-05 0.00855261 0.00874399 -0.00323938 0.00889422 -0.00289956 0.00868189 0.0090503 -0.00389466 -0.00262012
internal_weight=0 163.256 144.194 332.964 54.3322 128.491 17.6566 278.632 15.2781 15.7031 7.63099 39.0541 110.835 6.68109 35.6042 13.6976 8.76163 274.826 21.927 8.10357 9.316 106.083 101.877 19.0614 97.3238 21.9067 8.59699 92.658 252.899 9.50428
internal_count=3121 816 686 2305 327 591 95 1978 82 95 45 245 496 42 228 82 49 1958 142 48 57 472 451 130 429 146 40 407 1816 68
is_linear=0
shrinkage=0.00335371


Tree=3
num_leaves=31
num_cat=0
split_feature=1 52 12 159 43 151 3 128 1 484 50 12 147 3 3 42 13 39 48 15 47 457 2 43 51 52 2 49 52 52
split_gain=570.735 114.084 70.3852 59.6374 25.6498 24.8639 22.0865 18.2757 16.7541 15.8389 13.8395 14.2674 13.1148 9.27586 9.17107 7.14687 6.93847 6.8885 15.3806 9.43952 7.21051 6.31238 6.31295 4.17819 3.11301 2.21237 1.55992 1.43822 3.67051 1.17946
threshold=0.099195000000000019 -0.38533999999999996 0.079890000000000017 -1.0000000180025095e-35 -0.073404999999999984 -0.5145249999999999 0.097915000000000016 0.089035000000000017 1.0000000180025095e-35 -1.0000000180025095e-35 0.11534500000000002 0.088365000000000013 0.08598500000000002 -0.12018999999999998 -0.14847999999999997 -0.031659999999999994 -0.0034749999999999994 0.0046100000000000004 0.13504500000000005 0.035560000000000008 0.10019500000000002 0.082380000000000009 0.10855000000000002 0.070450000000000013 0.10027500000000002 -0.43320999999999993 0.080205000000000012 -0.081604999999999997 -0.016949999999999996 -0.068719999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 25 4 10 8 -5 13 9 15 -7 11 -3 21 14 -4 -1 -16 18 19 20 24 22 23 26 -11 -2 -6 28 -15 -10
right_child=1 3 6 5 12 7 -8 -9 29 17 -12 -13 -14 27 16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0020643420431773439 -0.0025961903303930549 0.0044913766441553636 -0.0021271580699010932 -0.0017514425045884047 -0.0010382406183962571 0.0005726533761702473 0.0027892628935372015 -0.00029339662341398766 0.0054910951605567741 0.0051051018732113651 -0.0024286886098922487 -0.0014440592749495216 0.0037563174350750432 0.00042420847805745259 0.0028903822846230087 0.002481199965978299 -0.0011372914190629253 0.0052654953760367159 0.00030342455262156445 0.0015876263249627624 0.0021010267342876495 0.0011752274222077727 0.0011933523947815512 0.00055330106681049233 0.0032126297978243294 -0.00046488618989086802 -0.0024179022679441946 -0.0025264294304457478 -0.0025848568855302277 0.0039281150877210746
leaf_weight=3.420998975634574 13.952303007245066 4.1953277885913831 12.946772888302805 3.2430032342672339 5.1892838478088477 4.6774562746286383 4.0621766448020926 3.8835045695304862 4.6180130243301392 51.555088207125664 7.5374688506126404 3.6382342278957367 3.1764072030782691 2.8526736199855804 4.0297960489988327 3.2406385391950607 4.2053342610597593 54.932282239198685 4.4957903772592536 4.9601916670799246 4.6209874749183646 5.873107284307479 4.1314716339111319 3.3291564881801596 4.5511320233345023 2.8162725567817679 16.416056022047997 224.64614027738571 6.1663720011711103 4.6739934980869275
leaf_count=23 107 19 94 17 34 25 20 21 20 214 50 26 17 20 20 19 28 228 23 24 25 34 24 22 20 17 114 1748 48 20
internal_value=0 0.00319189 -0.00180972 0.0037898 0.000466486 0.00424971 -0.00228507 0.0043953 0.00280165 0.00453559 -0.000306889 0.00173471 -0.000510921 -0.00236595 -0.000976063 0.000146895 0.000833619 0.00468374 0.00422841 0.00449704 0.00473468 -0.000898867 -0.00131796 -0.00173407 0.00495159 -0.00223824 -0.00208653 -0.00249195 -0.00163311 0.0047049
internal_weight=0 169.059 312.978 152.29 54.0691 136.919 258.909 133.676 15.9536 129.793 15.371 7.83356 38.1155 254.847 21.1819 6.66164 8.23513 125.115 70.1832 65.6874 60.7272 34.9391 29.066 24.9345 56.1062 16.7686 21.6053 233.665 9.01905 9.29201
internal_count=3121 816 2305 692 327 597 1978 580 82 559 95 45 245 1958 142 42 48 534 306 283 259 228 194 170 234 124 148 1816 68 40
is_linear=0
shrinkage=0.00219346


Tree=4
num_leaves=31
num_cat=0
split_feature=1 52 12 52 484 43 3 447 1 133 151 16 3 3 0 15 1 47 13 48 133 13 52 159 2 13 50 4 52 49
split_gain=470.945 89.5945 63.7108 45.4957 29.4271 20.268 19.1897 18.1683 12.6419 12.5197 9.96754 9.83784 9.02874 7.98105 6.26442 5.56214 10.9511 6.96358 10.3881 7.40211 5.50739 8.49782 6.85866 6.76799 6.44406 5.35537 4.67496 3.32203 2.15125 1.45347
threshold=0.099195000000000019 -0.38533999999999996 0.079890000000000017 0.26391000000000003 -1.0000000180025095e-35 -0.073404999999999984 0.097915000000000016 0.084700000000000011 1.0000000180025095e-35 -0.25159999999999993 -0.29526499999999994 0.0057500000000000008 -0.12018999999999998 -0.14847999999999997 -0.030209999999999997 0.050935000000000008 0.13021500000000003 0.083875000000000019 -0.074519999999999989 0.099800000000000014 -1.0000000180025095e-35 -0.072309999999999985 -0.085984999999999992 -0.029685 0.090675000000000019 -0.0034749999999999994 0.10987000000000001 -0.00059999999999999995 -0.43320999999999993 -0.081604999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 28 5 4 11 8 12 20 14 -6 -11 -3 13 -4 -1 17 -17 -12 -19 -20 -7 -22 -23 -24 27 -15 -5 -25 -2 -14
right_child=1 3 6 26 9 7 -8 -9 -10 10 15 -13 29 25 -16 16 -18 18 19 -21 21 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0024259002213340773 -0.0031361879820421684 0.0021480451809145892 -0.002522355270884315 0.00035206950967289394 -0.00023726337604216733 -0.0029905821018382807 0.0029341537404387989 0.0064367901826726292 0.0049841127515741473 0.00066636300542155416 0.0055255122105412101 -0.0034622830106560117 -0.0019132192094926232 0.0030262046183159377 0.0028097244316294804 0.00013826266452531544 0.0059877034141206306 0.0055469642571321547 -0.0014473369600932768 0.0036870235596607663 0.0040324767705473569 -0.0032365661289147337 -0.0032428452507455288 0.001701890733943092 0.0034646951219536059 -0.0013025082577127211 -0.0032303957383950626 -0.0018099314201300957 -0.00052093794947566591 -0.0030470678003916012
leaf_weight=3.3705780953168878 12.835104085505007 5.6923005729913694 12.12200738489628 5.8851131051778776 3.4616013020277014 8.3904841989278776 4.2603644579648963 2.5006194412708274 9.6789059787988645 3.8210766315460196 99.869901567697525 3.7818645089864731 8.5590284764766675 4.2452947348356247 3.2763425856828707 4.6285943537950498 4.6788955330848694 10.246731981635095 3.5626562535762769 4.7803886830806732 2.7179663032293346 7.0232234746217754 3.7664976269006791 3.085964702069762 4.5120681077241889 4.0695764869451505 4.8146005347371101 5.3587098643183628 2.7823030501604071 206.97103973478079
leaf_count=25 107 30 94 33 17 59 20 11 40 19 403 24 68 20 17 23 20 43 21 23 15 52 28 19 25 28 36 36 17 1748
internal_value=0 0.00348552 -0.00214381 0.00410487 0.00450205 0.000511799 -0.00273724 -0.000583464 0.0030179 0.0048243 0.00495745 -9.14663e-05 -0.00283963 -0.00112686 0.000154799 0.00508578 0.00307879 0.00524347 0.00372825 0.00149454 -0.00108712 -0.000483636 -0.00100054 -6.14804e-05 0.000863336 0.000907588 -0.00125995 -0.000526595 -0.00267027 -0.00300204
internal_weight=0 170.841 293.909 155.224 144.524 53.6814 240.227 37.3555 16.3258 135.05 131.588 9.47417 235.967 20.4369 6.64692 127.767 9.30749 118.46 18.5898 8.34304 34.8549 26.4644 23.7465 16.7232 12.9567 8.31487 10.6997 8.44467 15.6174 215.53
internal_count=3121 816 2305 692 623 327 1978 245 82 569 552 54 1958 142 42 533 43 490 87 44 234 175 160 108 80 48 69 55 124 1816
is_linear=0
shrinkage=0.00269628


Tree=5
num_leaves=31
num_cat=0
split_feature=1 52 12 52 47 13 51 3 43 474 150 3 50 1 3 1 4 4 40 48 12 13 3 3 16 52 12 49 52 52
split_gain=394.019 72.1398 57.4958 36.1245 24.4978 21.7007 16.8571 16.8389 14.0367 12.7354 9.30609 8.78701 7.75791 7.55248 6.95776 6.06272 5.04953 4.85425 10.5067 4.85946 4.51156 4.19365 3.9112 3.66583 5.33855 2.09585 1.84403 1.49174 3.5751 1.33404
threshold=0.099195000000000019 -0.38533999999999996 0.079890000000000017 0.26391000000000003 0.10280000000000002 -0.076384999999999995 -0.096089999999999981 0.097915000000000016 -0.079109999999999986 0.084660000000000027 0.097810000000000022 -0.12018999999999998 0.11375500000000001 1.0000000180025095e-35 -0.14847999999999997 0.12337000000000002 -1.0000000180025095e-35 -0.04890499999999999 -1.0000000180025095e-35 0.11865500000000002 0.051320000000000005 -0.0034749999999999994 -0.017889999999999996 0.013900000000000001 -0.046599999999999996 -0.43320999999999993 -1.0000000180025095e-35 -0.081604999999999997 -0.016949999999999996 0.0046550000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 25 6 4 12 22 -1 11 13 10 16 14 17 -8 29 -7 23 18 -3 -19 -5 -16 -6 -10 -25 -2 -18 28 -13 -4
right_child=1 3 7 20 5 15 8 -9 9 -11 -12 27 -14 -15 21 -17 26 19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0034563152503811942 -0.0033368661225808222 0.0060402929200571919 -0.003398476383795806 0.0013214305891935177 0.0023534106470485608 -0.0028186240278773303 0.0008742911800530195 0.0027487143558574687 0.0026040948718117512 0.0049884241288679276 0.0037205800970497192 0.00073607089982829826 0.00095292702840399748 0.0052227631603141197 0.0028252169567307352 0.001719910908790544 -0.0035368772202109835 0.0053417064122716369 0.00088190343733599442 0.0023056344477303372 -0.0026986219620020262 -0.0013092281011289105 0.006004126941196836 0.0016852768739224506 -0.0035440417647687504 -0.00051265059165186793 -0.0013306492464312751 -0.003235777529281887 -0.0033440552796863737 -0.0013321255929077541
leaf_weight=7.8049054071307173 11.785666041076182 6.4224758297204971 7.124886170029642 3.672389127314089 4.1615537106990814 7.4934852942824346 5.4906489104032508 4.4138885885477057 3.5411745682358795 3.8975130394101134 3.5829153358936301 2.7568451762199402 4.16558814048767 8.8647588640451414 4.4125915467739105 3.7484595626592636 7.0568797290325236 101.14162674546242 7.0111075490713102 4.6825013160705558 6.6816375851631165 3.944256588816641 6.2067818641662615 3.1499652191996574 3.4972318485379219 2.7513413429260245 5.9090305566787666 190.39849739521742 5.3822236359119398 4.2251227200031281
leaf_count=63 107 26 59 20 20 51 34 20 21 19 18 20 20 36 20 19 53 409 33 20 49 28 25 20 25 17 38 1748 48 35
internal_value=0 0.00340434 -0.00223724 0.00398499 0.00436035 0.00149863 0.000496436 -0.00288542 0.00118216 6.81119e-05 -0.000649128 -0.00299937 0.00486141 0.00355956 -0.00114374 -0.00130532 -0.0013253 0.00499793 0.00334808 0.00520737 -0.00127278 0.000873846 0.00453883 0.000209629 -0.00106598 -0.00280234 -0.00253142 -0.00318356 -0.00196205 -0.00262926
internal_weight=0 169.925 275.453 155.388 145.034 21.6103 52.795 222.658 44.9901 30.6347 26.7372 218.244 123.423 14.3554 19.7069 11.2419 23.1543 119.258 13.4336 105.824 10.354 8.35685 10.3683 10.1884 6.6472 14.537 12.9659 198.538 8.13907 11.35
internal_count=3121 816 2305 692 623 115 327 1978 264 194 175 1958 508 70 142 70 157 488 59 429 69 48 45 66 45 124 91 1816 68 94
is_linear=0
shrinkage=0.0029136


Tree=6
num_leaves=31
num_cat=0
split_feature=1 52 12 159 43 3 151 447 50 12 133 1 3 3 484 0 133 51 52 2 13 40 15 47 13 52 52 4 49 52
split_gain=420.223 77.5695 59.8757 40.2816 17.9365 17.8357 16.5094 14.6058 13.0285 14.962 12.0633 11.2562 8.97278 7.33939 7.33032 6.30532 5.08502 7.04159 6.80245 8.45834 4.7077 4.33862 10.7874 8.01315 7.29704 3.37318 3.36455 2.55461 1.48791 3.56883
threshold=0.099195000000000019 -0.26636999999999994 0.079890000000000017 -1.0000000180025095e-35 -0.073404999999999984 0.097915000000000016 -0.5145249999999999 0.084700000000000011 0.11534500000000002 0.051320000000000005 -0.25159999999999993 1.0000000180025095e-35 -0.12018999999999998 -0.14847999999999997 -1.0000000180025095e-35 -0.030209999999999997 -1.0000000180025095e-35 -0.096089999999999981 0.10898500000000001 0.090545000000000014 -0.0034749999999999994 -0.012109999999999998 0.035560000000000008 0.083875000000000019 -0.088464999999999988 -0.43320999999999993 0.12445000000000002 -0.0016099999999999997 -0.081604999999999997 -0.016949999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 25 4 8 11 12 -5 16 9 -3 -8 15 13 -4 -12 -1 -6 -18 19 27 -15 -16 23 26 -25 -2 -23 -19 29 -14
right_child=1 3 5 6 7 -7 10 -9 -10 -11 14 -13 28 20 21 -17 17 18 -20 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0026500957138808124 -0.0033767175405707683 0.0062982530583639658 -0.0026702281080193653 -0.0020605215218147898 -0.0031735157658616914 0.0029991958247447665 -0.00071956902326951358 0.0061317131386415249 -0.0032177827997386748 -0.0019312578479813464 0.0012596168864970445 0.005141857901623058 0.00073242134579533944 0.0030968353100201554 0.0058531861778099749 0.0030913837035656199 -0.0034112228540463248 0.0010220243810898358 -0.0035310735516506358 0.0034792970623882479 -0.0013458779455714272 0.0056754461535051242 0.00079852520362711486 0.0051863854857017617 0.00046224958526791483 -0.00020895871319156383 0.0031227906533686225 -0.0020233594391318322 -0.0032750617422190025 -0.0033836710849765648
leaf_weight=3.3800460696220407 11.840143449604509 3.9622768163681013 11.435514561831953 3.007007732987403 7.8798173293471327 4.3354692161083213 3.2160305827856055 2.610469087958335 7.1156298145651817 3.7155471742153168 4.2748863548040381 9.7571855783462507 2.763206347823143 4.323803499341011 50.572659119963646 3.2626480460166949 5.5549535602331188 4.1945478618145033 3.3146141543984404 7.3013208806514731 3.9717258363962156 56.210856810212135 5.5805274844169608 5.5640671104192734 5.7919499129056913 3.8716169893741599 4.8698405772447577 5.5592815056443223 191.33757717162371 5.4036193937063199
leaf_count=25 107 17 94 17 59 20 16 11 50 28 24 40 20 20 204 17 48 25 25 39 28 226 27 23 33 23 21 38 1748 48
internal_value=0 0.0036393 -0.00225157 0.00427595 0.000569674 -0.00291805 0.00476753 -0.000582492 -0.000345883 0.00231573 0.00491841 0.00312799 -0.00303506 -0.00113987 0.00505488 0.000169909 -0.00110098 -0.000471032 0.000330776 0.00108131 0.000969757 0.00518105 0.00474536 0.00504943 0.00277692 -0.00259613 0.00547193 -0.000713719 -0.0032225 -0.00199101
internal_weight=0 169.593 276.386 153.881 52.8149 223.571 139.088 36.415 14.7935 7.67782 136.081 16.3999 219.235 19.731 132.865 6.64269 33.8045 25.9247 20.3698 17.0552 8.29553 128.59 78.0172 72.4367 11.356 15.7118 61.0807 9.75383 199.504 8.16683
internal_count=3121 816 2305 686 327 1978 591 245 95 45 574 82 1958 142 558 42 234 175 127 102 48 534 330 303 56 130 247 63 1816 68
is_linear=0
shrinkage=0.00294608


Tree=7
num_leaves=31
num_cat=0
split_feature=1 52 12 159 13 151 51 14 474 376 3 50 12 150 12 4 3 49 4 0 0 1 0 1 16 52 48 0 1 3
split_gain=343.016 61.1367 53.0852 31.2112 15.6058 14.5342 14.4757 11.9804 12.6059 11.9941 14.0813 10.8398 11.5189 10.1131 8.47396 11.7986 18.7035 10.879 7.97813 6.96905 6.8209 4.41755 3.87797 3.49321 3.78481 3.22365 2.50829 1.82195 3.28148 1.54964
threshold=0.099195000000000019 -0.26636999999999994 0.079890000000000017 -1.0000000180025095e-35 -0.15078499999999997 -0.5145249999999999 -0.096089999999999981 0.062655000000000016 0.082665000000000002 0.049360000000000008 -0.14847999999999997 0.11534500000000002 0.051320000000000005 0.09487000000000001 -1.0000000180025095e-35 0.27044500000000005 0.20828500000000003 -0.058769999999999996 -0.15764999999999998 0.11070500000000001 -0.11756999999999999 0.11634000000000001 -0.14649999999999996 0.10781 -0.06421499999999998 -0.43320999999999993 0.11013500000000002 -0.13027499999999997 0.080270000000000022 -0.026224999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 25 6 11 20 -5 -1 8 9 10 -8 12 -3 22 -7 16 17 21 19 -6 -4 -16 -12 -19 -25 -2 -17 28 -20 -24
right_child=1 3 4 5 18 14 7 -9 -10 -11 13 -13 -14 -15 15 26 -18 23 27 -21 -22 -23 29 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0032337588866429489 -0.0031430491326044922 0.0050805973906169173 -0.0020379999293843455 -0.0020267680194651101 0.0021407708631486022 0.004822492265382128 0.0042818084566398568 -0.0036361509457812522 0.0052418525177949154 0.004243674241425798 0.00044671277300833669 -0.0029425590172484496 -0.0017406805916473239 0.0029072456770318183 0.00084270618784700632 0.0048045470769201388 0.0050205809219822503 -0.0036191370924601044 -0.0031967739329023027 -0.0027292874887603013 0.0028153389232994127 0.0045784279957896221 -0.00067110224281575798 0.0019291132875624653 -0.0019780956089442817 -0.00018289810901362752 0.0025335515626813648 -0.0030275198755694583 0.0010183299980941845 -0.0029359597730094326
leaf_weight=7.0923809334635726 10.830032110214232 4.1222815066575986 3.7833153083920479 3.0466810911893836 4.5159583538770658 66.668348297476768 5.0476641058921805 3.867115579545497 5.9136688262224189 6.5511628389358512 4.7279560714960125 6.6205495521426201 3.5775576680898666 4.4972933381795874 4.7328185588121396 31.506003558635712 11.808042824268339 3.3480395972728747 3.4607105776667586 4.5779129564762115 5.4935469925403577 5.0752988010644913 2.9541372507810619 3.4886044710874495 4.2607942223548951 3.8610795289278022 4.2731109559535971 182.37805857509375 2.433936208486557 11.193418212234976
leaf_count=63 107 17 30 17 35 274 22 26 26 32 31 50 28 22 21 128 48 20 31 39 28 21 20 17 25 23 20 1797 18 85
internal_value=0 0.00305415 -0.00205832 0.00357612 -0.0026897 0.00398114 0.000458234 0.00104334 0.00148595 0.000850831 6.87516e-05 -0.000332749 0.00191124 -0.000841113 0.00411656 0.00342944 0.00222211 0.000641452 -0.00285542 -0.000310848 0.000836037 0.00277579 -0.0017342 -0.00124491 -0.000219158 -0.00236507 0.00453332 -0.00297833 -0.00145633 -0.00246304
internal_weight=0 167.219 258.488 152.528 206.643 138.208 51.8448 44.7524 40.8853 34.9716 28.4205 14.3204 7.69984 23.3728 135.161 68.4927 32.7136 20.9056 197.367 9.09387 9.27686 9.80812 18.8755 11.0974 7.7494 14.6911 35.7791 188.273 5.89465 14.1476
internal_count=3121 816 2305 686 1978 591 327 264 238 212 180 95 45 158 574 300 152 104 1920 74 58 42 136 62 42 130 148 1846 49 105
is_linear=0
shrinkage=0.00278152


Tree=8
num_leaves=31
num_cat=0
split_feature=1 52 12 52 47 16 13 51 1 15 402 159 4 4 50 474 1 0 0 0 160 48 15 50 52 0 1 43 484 15
split_gain=291.489 50.6987 47.8709 25.3369 18.9526 17.834 14.3334 12.5061 11.9237 10.4572 8.98106 8.25673 7.70835 5.90099 5.86726 5.79086 7.13912 7.56593 5.56579 5.52999 7.23775 3.96049 5.48605 3.93039 1.97596 1.82498 2.95282 1.73056 1.4977 1.44881
threshold=0.099195000000000019 -0.38533999999999996 0.079890000000000017 0.26391000000000003 0.10019500000000002 -0.061854999999999993 -0.15078499999999997 -0.096089999999999981 0.11588000000000001 0.082685000000000022 0.083170000000000008 -1.0000000180025095e-35 -0.15764999999999998 -0.27825499999999997 0.11375500000000001 0.085165000000000018 0.094090000000000021 -0.0058249999999999994 -0.11013499999999998 -0.13027499999999997 0.086325000000000013 0.12879500000000002 0.050935000000000008 0.10987000000000001 -0.43320999999999993 -0.13027499999999997 0.080270000000000022 -0.079109999999999986 -1.0000000180025095e-35 -0.042209999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 24 7 4 14 8 18 -1 -6 10 11 -9 13 28 21 16 17 19 -4 20 -13 22 -3 -5 -2 26 -14 -18 -8 -21
right_child=1 3 6 23 5 -7 12 9 -10 -11 -12 15 25 -15 -16 -17 27 -19 -20 29 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0032220124731497002 -0.0031394415172772581 0.0044447213188202441 -0.0016383282879861925 0.00040387920061516684 -0.00060706627658540472 -0.0031347733425845952 -0.0034071211136241946 -0.0022257605106404919 0.0044536367728205068 -0.0035046127303149655 -0.0032874450557857345 0.0037919831886290235 -0.0031873604622541349 0.0034778909997197588 0.00074141223047560583 0.0052443012658030495 0.0051341820912655413 0.0034984096055039244 0.0027377956636086393 -0.00327106513361662 -0.0015567329402890963 0.0018648757290210987 0.0016763853087849048 -0.0032461091077165979 -0.00042907672013468915 -0.0030127099384900493 0.00090578585421917737 0.0026172106895519212 -0.00063655180696992508 -0.00061863146408048012
leaf_weight=6.5084402635693541 9.9148964583873731 103.08722193539143 4.2029087468981743 5.655554495751856 5.6464289873838487 5.5786589980125418 2.4555244371294975 3.7210208103060713 10.597064629197119 3.8040869832038871 3.0261881202459326 4.3463145643472654 3.1736980304121962 2.4075938016176206 4.0793253779411307 4.2855688780546179 4.3791186660528183 6.0482084006071153 5.0776076614856702 3.8077255785465249 3.7105549201369286 5.5889663547277442 5.9931211471557608 3.9747056812047958 2.7098564505577079 167.56435296684504 2.4874115213751793 4.2676197215914708 4.1574701145291328 2.8480103313922864
leaf_count=63 107 433 33 33 32 39 20 26 47 28 26 23 31 18 20 18 18 28 25 32 22 24 28 36 17 1797 18 22 36 21
internal_value=0 0.00285618 -0.00201036 0.00331123 0.00361361 0.00120428 -0.00265399 0.000418525 0.00269448 0.000954055 0.00137347 0.00175046 -0.00282763 -0.000292593 0.00405637 0.00218959 0.00174442 0.000850002 0.000755961 -0.000238733 0.00132866 0.00417429 0.00429262 -0.00110258 -0.00255767 -0.00295964 -0.00138889 0.00389192 -0.00166531 -0.00213608
internal_weight=0 162.826 242.279 150.201 140.571 21.8222 191.527 50.7529 16.2435 44.2444 40.4403 37.4141 182.246 9.02059 118.749 33.6931 29.4076 20.7608 9.28052 14.7126 8.05687 114.669 109.08 9.63026 12.6248 173.225 5.66111 8.64674 6.61299 6.65574
internal_count=3121 816 2305 692 623 118 1978 327 79 264 236 210 1920 74 505 184 166 126 58 98 45 485 461 69 124 1846 49 40 56 53
is_linear=0
shrinkage=0.00281284


Tree=9
num_leaves=31
num_cat=0
split_feature=1 52 12 159 13 51 151 15 133 402 39 4 0 1 47 4 4 4 50 0 12 2 16 0 48 3 52 4 3 0
split_gain=331.743 57.2756 52.0057 29.9238 15.6581 13.2354 13.0331 10.1497 9.43979 8.92699 8.90794 7.90571 14.3856 9.88613 9.4236 11.3004 8.72239 7.41239 5.7029 5.37606 5.32259 9.75438 14.335 5.1843 4.26407 3.78354 3.21184 2.95969 2.97232 1.90996
threshold=0.099195000000000019 -0.26636999999999994 0.079890000000000017 -1.0000000180025095e-35 -0.15078499999999997 -0.096089999999999981 -0.5145249999999999 0.082685000000000022 -0.25159999999999993 0.083170000000000008 0.085330000000000003 -0.46376499999999993 -0.070154999999999981 1.0000000180025095e-35 0.077555000000000013 0.0052350000000000009 -0.0016099999999999997 -0.15764999999999998 0.10450500000000001 -0.11756999999999999 -1.0000000180025095e-35 0.11448000000000001 -0.071854999999999988 0.11070500000000001 0.13504500000000005 -0.078344999999999984 -0.43320999999999993 0.27044500000000005 -1.0000000180025095e-35 -0.13027499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 26 5 10 19 -1 -5 9 -8 11 18 -7 13 -13 15 16 -15 23 -3 -4 -10 22 27 -6 -23 -24 -2 28 -22 -19
right_child=1 3 4 6 17 7 8 -9 20 -11 -12 12 -14 14 -16 -17 -18 29 -20 -21 21 24 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0029750734064409663 -0.002918056109515654 0.000718394564578315 -0.0016745831358383086 -0.0016773153594507914 0.0014482763671136176 -0.00174566495613048 -0.00057939242052109025 -0.0031675622260451688 0.0045288029803278798 -0.003013550307742599 0.00402436197045927 -0.0024655109924936486 0.0050004546398310012 0.002877505628302236 -0.0019714595202013165 0.0055598856400980142 -0.0020189194905229925 -0.0012639088969384751 -0.0030538456049428774 0.0024125171070539476 0.000860934704136362 0.0048217406368256596 0.0017118615222613256 -0.0024476623446860468 0.0022543132266550532 -0.0016025631659132209 -0.00011376316568188323 0.004418754075130614 0.003908653483712359 -0.0028001376256304978
leaf_weight=6.4645151495933524 9.9829947724938375 5.0867590978741628 3.5598291829228401 2.9221038073301306 5.0083888098597509 3.9629823490977278 3.1369882076978675 3.6125046983361235 66.097862884402275 2.8996758610010138 2.6513308361172667 4.3115429803729048 8.9100376814603823 6.8279174640774736 3.5598591193556777 6.0583263486623755 3.9010102003812834 5.7091945260763159 5.914843961596489 5.7330768927931768 4.2093949466943741 29.279541060328484 4.0266553089022636 4.3595881164073944 5.1979285925626746 5.6451973542571121 3.8664266839623442 12.632522836327551 4.5373855680227262 168.97987326979637
leaf_count=63 107 32 30 17 35 23 16 28 271 26 12 36 40 34 24 26 27 49 51 28 21 119 19 39 24 33 23 52 19 1797
internal_value=0 0.00294959 -0.00184493 0.00341491 -0.0024615 0.00051535 0.00378069 0.00102766 0.00389904 0.00140249 -0.000273846 0.00174368 0.00215561 0.00112767 0.00188907 0.00270772 0.00109718 -0.00262853 -0.00130969 0.000846874 0.00400577 0.0034782 0.00241619 -0.000364782 0.00443467 -0.000222678 -0.00213516 0.00360999 0.00244194 -0.00274993
internal_weight=0 165.188 243.858 151.339 193.35 50.5084 137.686 44.0439 134.763 40.4314 13.6529 37.5317 33.5687 24.6587 20.3471 16.7873 10.7289 184.057 11.0016 9.29291 131.626 65.5286 31.0512 9.36798 34.4775 9.67185 13.8494 21.3793 8.74678 174.689
internal_count=3121 816 2305 686 1978 327 591 264 574 236 95 210 187 147 111 87 61 1920 83 58 558 287 144 74 143 52 130 92 40 1846
is_linear=0
shrinkage=0.00261226


Tree=10
num_leaves=31
num_cat=0
split_feature=1 12 52 52 47 16 13 51 1 52 43 133 4 1 50 2 0 0 12 151 4 52 48 16 0 0 0 13 148 0
split_gain=264.374 44.8864 44.86 22.8534 17.3082 14.799 13.811 11.1594 10.4712 9.15937 8.67575 9.95409 7.33107 6.02236 5.16081 4.86187 4.85458 4.39766 3.82649 3.77383 3.54767 2.96916 2.7578 2.57576 1.91596 1.89528 3.22433 1.5846 1.70414 1.23235
threshold=0.099195000000000019 0.079890000000000017 -0.26636999999999994 0.26391000000000003 0.10019500000000002 -0.061854999999999993 -0.15078499999999997 -0.096089999999999981 0.11588000000000001 0.19022000000000003 -0.079109999999999986 -1.0000000180025095e-35 -0.15764999999999998 1.0000000180025095e-35 0.096530000000000019 0.090545000000000014 0.11070500000000001 -0.11756999999999999 0.051320000000000005 -0.024429999999999997 -0.35136499999999998 -0.43320999999999993 0.12879500000000002 -0.014034999999999997 -0.094299999999999981 -0.13027499999999997 -0.14832499999999996 0.24394000000000002 -0.080634999999999984 -0.10836499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 21 4 14 8 17 -1 -6 10 13 -12 16 -9 20 19 -8 -3 -5 -13 -4 -2 27 -21 -17 26 -14 28 -22 -10
right_child=2 6 3 18 5 -7 12 9 29 -11 11 15 25 -15 -16 24 -18 -19 -20 23 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0030480084536207166 -0.0029866873345571832 -0.0017040979570034987 0.0016129407071595546 0.0012576602071059577 -0.00057200142154783607 -0.0028858184840686338 0.0014886519472058666 0.0007658181307506535 0.0029345277904778149 -0.0034082958829627398 -0.0027466575789598167 0.0024571888281454714 -0.0031210007083586166 0.0044771168104334935 0.0014878495082901119 0.0036857865144740653 -0.0024816683114832969 0.0021472155910601015 -0.0023209891290248367 -0.002212607301791185 0.0026385336236228675 -0.00015226284611305455 0.0020590224930612383 0.0010413599137210545 0.0012796321348424358 -0.0028539507297893818 0.0010463935336509024 0.0027371162559228163 0.0043039409868236463 0.004791634993290851
leaf_weight=5.9432741403579703 9.0971313118934614 3.4442909583449364 4.5967466235160819 3.4873951077461225 5.6463703289628091 5.0717886015772811 4.9934548288583738 5.2377785518765441 4.6212069094181096 3.3268805816769591 5.8573598042130497 3.2290924787521362 3.0020400062203407 8.2147199660539609 6.6686890870332709 5.4989488050341606 4.1045922115445137 5.8567988723516446 5.8555025234818459 4.8852252885699263 4.7317955642938605 3.8466410413384429 4.8979902118444434 2.7991460934281376 4.3246918544173223 154.48199463635683 2.4800708517432204 5.5797962248325339 89.638922736048698 6.0175148695707268
leaf_count=63 107 30 21 20 32 38 35 31 21 26 52 18 28 34 32 26 39 28 49 34 20 23 21 20 23 1797 21 24 382 26
internal_value=0 -0.00185618 0.00268249 0.00310805 0.00338623 0.00114852 -0.00248765 0.000427629 0.00240496 0.000903876 0.00126211 0.000366773 -0.00266417 0.00303211 0.00379782 0.00124619 -0.000302562 0.000721034 -0.000985198 3.69483e-06 0.00393857 -0.00214435 0.00404053 -0.0010273 0.00262652 -0.00279849 -0.0012357 0.00413763 0.00422044 0.00398495
internal_weight=0 227.68 159.757 146.814 137.471 21.3569 178.363 49.3171 16.2851 43.3738 40.047 26.5945 169.062 13.4525 116.114 20.7371 9.09805 9.30109 9.3429 10.9135 109.445 12.9438 104.849 7.68437 9.82364 159.964 5.48211 99.9505 94.3707 10.6387
internal_count=3121 2305 816 686 617 117 1978 327 79 264 238 173 1920 65 500 121 74 58 69 72 468 130 447 54 49 1846 49 426 402 47
is_linear=0
shrinkage=0.00270465


Tree=11
num_leaves=31
num_cat=0
split_feature=1 52 12 159 151 3 43 128 447 50 12 3 3 1 42 484 13 39 48 15 43 51 52 47 2 51 52 49 52 3
split_gain=307.532 52.545 49.4026 26.8523 15.814 14.7543 12.3836 11.4735 11.3496 9.9745 11.063 8.96514 10.1193 8.63943 7.09781 6.47605 5.51394 4.71687 11.2268 6.77245 3.94962 4.9761 5.48085 3.55246 3.1996 2.40702 1.91709 1.83936 4.24274 1.58223
threshold=0.099195000000000019 -0.38533999999999996 0.079890000000000017 -1.0000000180025095e-35 -0.5145249999999999 0.097915000000000016 -0.073404999999999984 0.086435000000000012 0.084700000000000011 0.11534500000000002 0.051320000000000005 -0.12018999999999998 -0.14847999999999997 1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0034749999999999994 0.0046100000000000004 0.13504500000000005 0.035560000000000008 -1.0000000180025095e-35 -0.096089999999999981 0.10898500000000001 0.096475000000000019 0.090545000000000014 0.087505000000000013 -0.43320999999999993 -0.081604999999999997 -0.016949999999999996 0.092670000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 26 6 9 -5 11 13 15 20 10 -3 12 -4 14 -1 -6 -14 18 19 23 -8 -22 24 -17 25 -23 -2 28 -13 -26
right_child=1 3 5 4 7 -7 8 -9 -10 -11 -12 27 16 -15 -16 17 -18 -19 -20 -21 21 22 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=-0.0030346305544860035 -0.0035338595650560977 0.0057447921934164195 -0.0028991748326425686 -0.0025804651687643117 0.00083651043112216905 0.0027050372353976063 -0.0037284648724729801 -0.00040421106321052511 0.0058649728716817767 -0.0032924898588715511 -0.0019566176124115411 0.0017528695220838156 0.0045013089287464303 0.0047948106466434307 0.0036023445269552767 0.0052026225793193274 -0.0010200254602358856 0.0055552343314626195 -0.00039163013815033808 0.0011541294996530128 -0.0035419643970827802 0.00057126840654250462 -0.0037224536404506245 0.0026030807329185282 0.00095190174273746258 -0.0029046119400601561 -0.00051169698578919741 -0.0034118554891574239 -0.0035450584177646322 0.0036122622761169815
leaf_weight=3.4904998168349275 9.5880620777606946 4.0538368970155698 11.344135001301767 3.2165262401103965 4.1852231398224822 4.5311979204416266 4.6827378049492863 4.5591928213834754 2.6117222905158988 6.1343214511871338 3.527229368686676 2.3327607065439224 3.8715596497058868 9.6640585809946042 3.0558631792664546 54.997968889772892 3.4667401090264311 55.082988247275352 4.7799107283353797 5.1513719111680976 4.6509430482983651 6.0620596557855624 3.2496115937829009 5.8846382200717917 5.3706335648894292 3.0173369124531746 2.7259186506271353 157.05804611742496 4.433628410100936 3.9038267433643341
leaf_count=26 107 17 94 17 25 20 41 24 11 50 28 20 20 40 16 227 28 227 23 24 51 41 28 30 35 20 17 1748 48 18
internal_value=0 0.00345234 -0.00221402 0.00396556 0.00438772 -0.00296319 0.000601984 0.00455419 -0.00050073 -0.000277803 0.00216157 -0.00310391 -0.00101688 0.00288415 6.35306e-05 0.00472798 0.00189293 0.00485734 0.00431448 0.00465514 -0.00103812 -0.000558275 8.40746e-05 0.00495136 0.000758033 -0.000583864 -0.00286485 -0.00334192 -0.00171856 0.00207171
internal_weight=0 163.887 236.797 151.573 137.858 187.038 49.7593 134.641 33.5489 13.7154 7.58107 182.507 18.6824 16.2104 6.54636 130.082 7.3383 125.897 70.8139 66.034 30.9371 26.2544 21.6035 60.8826 18.3539 9.0794 12.314 163.824 6.76639 9.27446
internal_count=3121 816 2305 692 597 1978 327 580 245 95 45 1958 142 82 42 556 48 531 304 281 234 193 142 257 114 61 124 1816 68 53
is_linear=0
shrinkage=0.00317994


Tree=12
num_leaves=31
num_cat=0
split_feature=1 12 52 12 47 50 13 51 4 1 14 474 1 3 3 42 11 1 0 3 12 376 0 51 52 150 38 52 2 0
split_gain=237.021 41.7872 39.5705 20.416 22.7937 19.3162 13.0377 9.79613 9.15266 9.03027 8.79443 8.33856 8.56267 8.79636 7.2925 7.25192 6.22526 5.62964 5.33477 4.23947 3.88529 3.75219 4.0211 3.75326 3.03165 2.43598 2.00109 1.85955 1.63859 1.55634
threshold=0.099195000000000019 0.079890000000000017 -0.38533999999999996 -1.0000000180025095e-35 0.10154500000000001 0.10965000000000001 -0.15078499999999997 -0.096089999999999981 -0.036839999999999991 0.10672000000000002 0.062655000000000016 0.082665000000000002 0.093575000000000019 -0.14847999999999997 -0.097604999999999983 -1.0000000180025095e-35 1.0000000180025095e-35 0.13559000000000002 -0.060129999999999996 -0.10519499999999998 0.095110000000000014 0.049360000000000008 -0.13455999999999999 0.087505000000000013 0.13796000000000003 0.083895000000000011 0.099940000000000015 -0.43320999999999993 0.089005000000000015 -0.15202999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 27 26 5 8 20 -1 9 -5 11 12 13 -9 15 -8 18 19 -17 -6 -3 22 23 -15 29 -14 -4 -2 -18 -10
right_child=2 6 3 4 17 -7 14 10 24 -11 -12 -13 25 21 -16 16 28 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0029903415372108284 -0.0029458470268879009 -0.0013663327506519621 0.0041667772904234587 -0.0028099144621761564 0.0012268473610220602 -0.0028457228154372162 -0.0029956703687736719 0.0032686585305425225 0.0029080629531273673 0.0027205205399992139 -0.0033621801335347087 0.0041473329132205063 0.0013139009119218035 0.0019945034801489531 -0.0028477554093465822 -0.00082115587412696976 -0.00040077132340451065 0.0026645196928045392 0.003771913716259651 -0.0026727815324475326 0.0021543689649654329 0.0019445152579208791 -0.0026029717328175496 -0.0018979425749617489 0.0013681380529875979 0.0039903146140395449 0.0023287077688999326 -0.00037920689981987138 -0.0031275589077172264 0.0040048431215156735
leaf_weight=5.4244560077786437 8.4584525823593122 3.9184717237949354 61.215073809027672 3.4931032657623202 2.5750819370150557 4.2628778144717208 9.8286404609680194 4.3284422904252997 12.824417769908896 5.4927414357662201 3.3143118768930426 5.8995892107486716 4.4958290606737119 3.6185297966003445 134.94955329596996 3.3191340714693069 2.8863706365227699 2.4326504096388808 4.0729880705475789 9.2888773381710035 5.3781515806913376 2.7393971234560004 9.4632588624954277 3.548251710832119 4.3727602511644355 5.4295528084039688 4.6058271527290335 2.6908911466598502 3.5589199364185333 34.603802710771575
leaf_count=63 107 32 268 21 13 32 112 18 55 24 26 26 24 23 1693 31 24 13 29 74 26 16 83 24 22 24 21 17 31 149
internal_value=0 -0.00179098 0.00255589 0.00293087 0.00201232 0.00268804 -0.00242486 0.000414432 0.00307612 0.000570652 0.000845578 0.00119843 0.000681013 -0.000197267 -0.00260628 -0.00122933 2.52885e-05 -0.00106221 0.00170958 -0.00182636 0.000670414 -0.000971789 -0.00145218 6.73653e-05 0.00351074 0.002778 0.00403816 -0.00232639 -0.00190643 0.00370828
internal_weight=0 216.174 156.317 145.167 79.3463 65.0497 167.912 48.2616 60.7868 8.98584 42.8372 39.5229 33.6233 23.6979 158.616 23.6661 13.8374 14.2966 7.39212 11.864 9.29662 19.3694 16.63 7.16678 51.801 9.92538 65.8209 11.1493 6.44529 47.4282
internal_count=3121 2305 816 692 403 303 1978 327 271 45 264 238 212 164 1920 227 115 100 60 87 58 146 130 47 226 48 289 124 55 204
is_linear=0
shrinkage=0.00268924


Tree=13
num_leaves=31
num_cat=0
split_feature=1 12 52 47 13 12 50 51 14 3 132 133 123 160 42 15 1 151 13 41 12 15 48 15 48 48 51 0 49 160
split_gain=203.15 37.593 33.4614 17.9102 12.0374 11.9022 10.9211 8.5426 7.5462 7.24715 6.95017 11.3785 9.01727 6.67381 6.67015 6.64657 14.0552 5.82165 5.7309 5.12461 4.71709 4.96263 4.31429 3.49097 3.05741 2.22127 2.53913 3.17368 2.09552 1.9856
threshold=0.099195000000000019 0.079890000000000017 -0.40967499999999996 0.087885000000000019 -0.15078499999999997 -1.0000000180025095e-35 0.11610000000000001 -0.096089999999999981 0.062655000000000016 -0.097604999999999983 0.081465000000000024 -1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.085935000000000025 0.11634000000000001 -0.024429999999999997 -0.13710499999999998 0.078475000000000017 0.09334000000000002 0.024640000000000006 0.11280000000000003 0.013270000000000002 0.10911000000000001 0.090225000000000014 0.087505000000000013 -0.10011499999999998 0.10595500000000001 -0.080409999999999995
decision_type=2 2 2 2 2 2 2 2 2 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 23 22 15 -1 10 14 11 -9 17 -7 -6 24 -17 -13 -15 20 21 -16 -5 -3 29 26 27 -19 -20 -4
right_child=2 4 3 5 9 13 -8 8 -10 -11 -12 12 -14 18 19 16 -18 25 28 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0029869707158219194 -0.0026900116746064787 0.0017963551738886638 0.0028923737066959229 0.00086850201716699488 -0.0029914884536978844 -0.0031886064277432099 -0.00099394126349830925 -0.003162603319112996 -0.0033247235131449943 -0.0028389549306281465 0.0041868923820093393 0.0027761501340887867 0.0035773724595665429 0.0036760745595786183 0.003605885116280461 -0.0030103837218387907 0.0036843750343143397 0.0015014400832357403 -0.0016981805223050593 -0.003236077316391116 -0.0022208659056228309 -0.000712340932638319 0.0042996589576448493 -0.0017229212165916859 0.0014335337007777176 0.0016325062134400889 -0.0032034893176369041 -0.0017179301017819634 0.0011087019202727928 0.003895972532659052
leaf_weight=4.9571178779005995 8.8919962197542173 6.1482605189084989 17.927986979484558 4.4566143751144427 8.9841576367616671 5.2626204043626812 4.3599308729171744 4.8755834698677054 3.0578679218888274 123.55429109185934 4.7319437488913527 5.2412457838654545 8.9993269518017751 3.0714987963438061 4.9363683238625509 3.6026957109570485 6.4420765042304993 3.9511726275086376 5.2829081788659042 2.8365495204925528 2.7453034296631804 3.2530902996659279 6.8505023866891861 3.13605647534132 4.5756190270185462 2.8055457398295394 3.0240619629621497 5.2591760680079505 3.1153579875826836 76.524250544607639
leaf_count=63 115 32 83 21 112 47 30 48 26 1693 22 26 41 13 37 22 27 25 38 25 25 28 30 26 20 15 26 35 19 351
internal_value=0 -0.00174738 0.0024175 0.00273853 -0.00238951 0.000795974 0.00321871 0.000382785 0.000781018 -0.0025797 0.00110386 0.000676745 0.00131605 -0.000657808 -0.00117201 0.0033871 0.00128321 0.000312632 0.000503387 1.49894e-05 0.000858338 0.00189056 0.00294729 0.000607614 0.0036005 -0.000545874 -0.00104541 -0.000336844 -0.00065696 0.00370548
internal_weight=0 202.497 150.364 141.472 155.594 28.0395 113.433 46.903 41.9459 146.31 38.8881 34.1561 29.2805 16.7324 22.7555 109.073 10.0448 20.2812 11.4698 13.7713 10.9348 8.18946 11.3071 9.28432 99.0279 15.04 12.2344 9.21035 8.39827 94.4522
internal_count=3121 2305 816 701 1978 168 533 327 264 1920 238 216 168 117 227 503 49 127 70 115 90 65 51 58 454 101 86 60 57 434
is_linear=0
shrinkage=0.0027144


Tree=14
num_leaves=31
num_cat=0
split_feature=1 12 52 12 50 47 13 131 51 3 14 2 4 42 474 42 376 3 0 484 42 1 0 160 0 457 1 52 16 376
split_gain=174.478 33.78 28.4944 16.4939 16.535 15.3953 11.1371 9.57658 7.46882 7.18871 6.49781 6.21815 8.40764 6.13295 6.10134 7.55302 7.45558 7.76634 5.74245 4.73383 6.70268 4.6116 3.7509 3.42505 3.06027 2.64059 4.3384 2.57622 2.52169 2.06085
threshold=0.099195000000000019 0.079890000000000017 -0.26636999999999994 -1.0000000180025095e-35 0.096530000000000019 0.11893500000000001 -0.15078499999999997 0.088610000000000008 -0.096089999999999981 -0.097604999999999983 0.062655000000000016 0.11474000000000002 -0.013125 -1.0000000180025095e-35 0.082665000000000002 -1.0000000180025095e-35 0.049360000000000008 -0.10023499999999998 -0.098289999999999975 -1.0000000180025095e-35 0.094725000000000018 0.094220000000000012 -0.060129999999999996 -1.0000000180025095e-35 -0.11013499999999998 0.045365000000000009 0.11249000000000002 -0.43320999999999993 -0.091354999999999978 0.083890000000000006
decision_type=2 2 2 2 2 2 2 2 2 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 27 -4 5 7 24 11 -1 13 14 12 -5 -8 15 29 17 -17 21 -15 22 28 -21 -6 -3 26 -14 -2 -19 -10
right_child=2 6 3 4 23 -7 9 -9 10 -11 -12 -13 25 19 -16 16 -18 18 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.002835098318230032 -0.0028021240614188665 -0.0012552791221055141 0.0035139351333816752 -0.0012204835930531453 -0.0031387827207218222 -0.0021809293368649976 -0.0028387348483731984 -0.0013693646993772272 -0.0029936468223752924 -0.0026879288257989384 -0.0031268111762347605 0.0036419307392295927 0.0003188219710363092 -0.0030809468821365376 0.0034453294380421546 0.0031814056371743398 0.0044472070519680895 0.00092344644647522698 -0.0027597275908783185 4.8961387992681041e-05 -0.0029395664462039716 0.0033081627724060626 0.0035171606516770514 1.1042522155576427e-05 0.0017776897584035995 0.0039233668153531237 0.003194412811593517 -0.0001308096809856199 -0.0019814312392583367 1.9854389608589114e-05
leaf_weight=4.5254632830619803 7.0963788777589798 3.8390001058578491 60.198666080832481 4.8005273714661625 4.645249031484127 5.1103649362921706 8.2036225348711032 3.9819475561380377 4.3349048495292655 113.06216841936111 2.8160480931401244 28.74959409236908 6.213598512113097 2.7007064968347541 5.7119702845811835 5.7005312517285374 3.9730896800756446 4.4942080453038233 4.727570682764056 4.0066565275192243 2.5442737191915503 3.1809087842702857 4.4531839266419411 4.6943633332848531 5.436071112751959 6.8216364383697501 8.2729465663433057 3.7225951403379423 3.6729849725961685 2.3761858716607094
leaf_count=63 107 33 289 25 40 36 112 28 45 1693 26 132 31 23 26 25 18 28 38 34 28 15 30 35 25 31 39 23 29 14
internal_value=0 -0.00161794 0.00217627 0.00250526 0.00167676 0.00214883 -0.00223429 0.00252488 0.00033545 -0.00242373 0.000685506 0.00280754 0.00188876 -0.00106027 0.000966747 0.000530598 0.00117104 0.000573298 -0.000351553 4.30066e-06 0.000761504 0.000651682 0.00187459 -0.00155559 0.000522328 0.00258924 0.00196101 -0.00188298 -0.000382948 -0.00192666
internal_weight=0 189.76 144.308 133.489 73.2902 63.9506 144.246 58.8403 45.5139 134.971 40.9884 54.8583 26.1087 21.9084 38.1724 32.4604 25.7493 21.7762 16.0757 13.7048 11.0041 11.3481 8.45984 9.33961 9.27507 21.3082 14.4865 10.819 8.16719 6.71109
internal_count=3121 2305 816 686 397 322 1978 286 327 1920 264 258 126 227 238 212 153 135 110 115 92 72 64 75 58 101 70 130 57 59
is_linear=0
shrinkage=0.00260065


Tree=15
num_leaves=31
num_cat=0
split_feature=1 12 52 12 47 50 13 3 52 51 159 42 42 124 3 16 0 48 11 2 4 132 1 4 11 0 48 42 158 123
split_gain=150.381 30.2855 24.385 15.0146 13.8567 12.1846 10.3077 7.08876 7.0545 6.56189 5.72445 5.63216 5.0182 5.58075 5.10227 4.88106 4.62882 5.45142 4.26956 6.16067 4.39501 4.15538 3.84726 3.81295 2.676 2.51213 2.68452 2.2437 1.87232 1.53867
threshold=0.099195000000000019 0.079890000000000017 -0.40967499999999996 -1.0000000180025095e-35 0.10154500000000001 0.096530000000000019 -0.15078499999999997 -0.097604999999999983 0.12603000000000003 -0.096089999999999981 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.10023499999999998 -0.069144999999999984 -0.13027499999999997 0.086260000000000017 0.081790000000000015 0.08622500000000001 -0.27825499999999997 0.082230000000000011 0.11588000000000001 -0.111605 0.076920000000000002 -0.15202999999999997 -0.04451999999999999 -0.027559999999999998 0.090905000000000014 0.085575000000000012
decision_type=2 2 2 2 2 2 2 2 2 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 -2 27 5 8 24 11 23 -1 -11 -8 21 -14 -15 22 17 -16 19 -13 -21 29 -6 -5 -3 26 -25 -4 -27 -12
right_child=2 6 3 4 15 -7 7 -9 -10 10 12 18 13 14 16 -17 -18 -19 -20 20 -22 -23 -24 25 -26 28 -28 -29 -30 -31
leaf_value=-0.0025758822549438623 -0.002278459310725919 0.0013118220633629939 0.001651611863980865 0.00033957751677493532 -0.0011131470960662083 -0.0017215938447350675 -0.002578682737131484 -0.0024348150771258542 -0.00030306929765726732 -0.0020227868243465389 -0.0027812880124682316 -0.0018117343995031337 0.0032321559191906242 0.0025975260930738982 0.0027037693193236226 -0.0027133106338615076 -0.0018683745244593721 -0.00091154619191815515 -0.0027338226659144533 -0.00010113608921084554 0.0036429358187287479 0.001989049478093083 0.0021729002007925273 0.0029763099531505883 -0.001437802096325857 0.0032871996381805902 0.00078683514633416456 0.0031888769461777353 0.0015635536116211431 -0.00024536383356858153
leaf_weight=4.1276789866387835 7.5613211691379538 6.2761054262518865 6.0170749574899665 4.2227166444063107 4.7101013362407667 4.8693359754979602 7.4839172661304501 103.42037850618362 5.6731054559350005 4.2789555452764025 3.6142448373138887 3.7841124907135946 6.910779237747195 6.0320008918643024 4.9279496520757657 4.8515536189079276 4.9913901388645163 4.5590812340378761 2.6259525939822188 3.2572633922100067 3.9257169738411903 2.2479026913642883 3.5460785627365112 5.9946286082267761 2.9564201384782791 27.828319355845469 6.7713393419980914 51.805599331855774 4.1063389480113974 2.1767281293869019
leaf_count=63 115 33 30 21 34 39 112 1693 31 37 38 33 32 28 29 50 45 26 26 24 32 13 18 29 25 135 31 263 20 16
internal_value=0 -0.0014344 0.0018818 0.00212305 0.0014013 0.00189015 -0.00199797 -0.00217813 0.00221227 0.000283688 0.00058071 -0.000918616 0.000894873 0.00138023 0.000756236 -0.000816429 -1.08824e-05 0.000966396 -4.6338e-06 0.000648841 0.00194511 -0.000760698 0.00029823 0.00250395 0.000431343 0.00270841 0.00181497 0.00302891 0.00306556 -0.00182808
internal_weight=0 177.597 137.958 130.396 72.5735 59.4658 133.73 124.497 54.5964 43.8667 39.739 21.077 35.4601 27.4212 20.5104 13.1077 14.4784 9.48703 13.593 10.9671 7.18298 8.03888 8.25618 48.9233 9.23253 44.7006 12.766 57.8227 31.9347 5.79097
internal_count=3121 2305 816 701 408 306 1978 1920 267 327 264 227 227 160 128 102 100 55 115 89 56 67 52 236 58 215 60 293 155 54
is_linear=0
shrinkage=0.00238286


Tree=16
num_leaves=31
num_cat=0
split_feature=1 12 52 52 51 13 51 39 48 50 51 3 14 474 42 376 3 0 42 2 41 0 0 1 47 15 1 0 52 376
split_gain=179.999 35.1433 29.3437 17.3231 13.0182 11.5774 7.77638 7.5429 12.0909 10.3265 7.25558 6.95182 6.7806 6.41241 6.6672 7.26196 7.8009 5.68207 5.67774 4.18136 4.16121 4.43324 5.87455 5.36158 3.96642 4.58126 3.86216 3.4381 2.57599 2.4871
threshold=0.099195000000000019 0.079890000000000017 -0.26636999999999994 0.19022000000000003 -0.25354999999999994 -0.15078499999999997 -0.096089999999999981 0.0046100000000000004 0.11951500000000001 0.096530000000000019 0.13095500000000002 -0.097604999999999983 0.062655000000000016 0.082665000000000002 -1.0000000180025095e-35 0.049360000000000008 -0.10023499999999998 -0.098289999999999975 -1.0000000180025095e-35 0.116525 0.078475000000000017 0.11070500000000001 -0.060129999999999996 0.07635500000000002 0.10019500000000002 0.024640000000000006 0.094220000000000012 -0.11756999999999999 -0.43320999999999993 0.083890000000000006
decision_type=2 2 2 2 2 2 2 2 2 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 28 4 -4 27 -1 8 9 24 -10 18 13 14 29 16 -16 26 -7 -5 21 22 23 -20 25 -6 -18 -3 -2 -8
right_child=2 5 3 19 7 11 12 -9 10 -11 -12 -13 -14 -15 15 -17 17 -19 20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0027503271816321498 -0.002717764188906921 -0.0015128206721875522 -0.0030893945243407979 -0.0016671234267891036 0.0034413911957433766 -0.0027436742509115083 -0.002872538123794172 0.0035910257570095894 -0.0024302815904764788 -0.0010273976639422057 0.0019752489237551433 -0.0026074964498887954 -0.0030361814468162747 0.0034572017031243305 0.0030926420427492126 0.00428435613054696 -0.00029733080227313969 -0.0026624358393089482 -0.0028970275442311414 0.0018366854720750871 -0.0029948910085232415 -0.0021942860113729947 0.003780329675249783 0.002459260723952035 0.0006209666193857735 0.00092163863676376846 0.0029636180157542112 0.0016969529495732942 -0.00013062126202777327 0.0004141188519792892
leaf_weight=4.5529406815767279 7.128342404961586 3.2895232439041138 2.3882526308298102 7.3826931565999967 47.96434959769249 8.072609521448614 4.1971401572227469 51.313074469566345 4.9648696109652501 4.3190160766243926 4.5589044988155365 113.56672903895378 2.8363625779747954 5.7529297471046439 5.7384796515107181 3.9554244428873053 8.0757926031947154 4.7041040062904385 2.5567219257354719 3.0639506652951241 2.5569956749677649 2.7972527965903273 3.8412521556019783 2.2194451689720154 4.0816004872322074 5.0723646879196158 3.2335329204797736 5.9752154871821386 3.7254709973931295 2.2476125881075859
leaf_count=63 107 30 22 59 223 112 45 241 29 25 23 1693 26 26 25 18 57 38 25 17 25 22 26 17 24 23 15 28 23 14
internal_value=0 -0.00156362 0.00215893 0.00247935 0.00274071 -0.00216968 0.000374892 0.00285458 0.00232205 0.00273183 -0.000321412 -0.00235598 0.000724143 0.00100552 0.000566845 0.00114173 0.00057027 -0.000333633 -0.00106023 -0.000639473 -8.75626e-05 0.000563707 0.00145896 -0.000408005 0.00301608 0.00320041 0.000635031 0.000557296 -0.00182975 -0.00172631
internal_weight=0 190.17 145.963 135.109 124.662 144.876 45.2943 122.274 70.9611 61.4373 9.52377 135.611 40.7414 37.905 32.1521 25.7073 21.7519 16.0134 22.0443 10.4466 13.9717 11.4147 8.61742 4.77617 57.1183 53.0367 11.3093 9.26474 10.8538 6.44475
internal_count=3121 2305 816 686 610 1978 327 588 347 295 52 1920 264 238 212 153 135 110 227 76 115 90 68 42 270 246 72 58 130 59
is_linear=0
shrinkage=0.0025214


Tree=17
num_leaves=31
num_cat=0
split_feature=1 12 52 484 4 4 52 51 15 150 4 49 4 0 1 47 4 150 43 4 43 457 48 457 52 13 15 2 12 4
split_gain=137.748 29.4088 20.7452 14.4363 13.2014 10.412 9.1769 7.29565 6.49422 6.44052 6.40175 6.13482 5.22348 9.6786 7.46386 7.28643 5.91885 5.87263 4.91265 4.52551 4.31436 3.99106 5.02241 2.85375 2.59156 2.09729 2.69835 4.92724 1.80704 1.62043
threshold=0.10089500000000001 0.079890000000000017 -0.40967499999999996 -1.0000000180025095e-35 0.40124500000000002 -0.15764999999999998 0.41580500000000004 -0.096089999999999981 0.082685000000000022 0.094605000000000009 -0.49405499999999997 0.29540500000000008 -0.46376499999999993 -0.070154999999999981 1.0000000180025095e-35 0.077555000000000013 0.0061450000000000003 0.086135000000000017 0.21122500000000002 0.42642000000000008 -0.24021999999999996 0.083995000000000014 0.085130000000000025 -1.0000000180025095e-35 -0.077024999999999996 -0.095304999999999987 -1.0000000180025095e-35 0.089885000000000007 0.092550000000000007 0.2623950000000001
decision_type=2 2 2 2 2 2 2 2 2 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 9 5 10 11 -1 12 19 -3 18 -9 14 -14 16 17 24 20 -4 -5 25 -23 -22 -16 26 -7 -28 -12 -25
right_child=2 4 3 6 -6 21 -8 8 -10 -11 28 -13 13 -15 15 -17 -18 -19 -20 -21 23 22 -24 29 -26 -27 27 -29 -30 -31
leaf_value=-0.0028107529733794579 -0.0023989219104062439 -0.0022084053736104829 -0.0027958838111425835 0.00054022813178892636 0.0046000068184254058 -0.0030059516669894018 -0.0014571828490010956 -0.0018930848603497866 -0.0029606113530218207 0.0032031972966219285 0.0030117675650335961 -0.00040993873836603752 -0.0024311203208160687 0.0035270384998427854 0.0036193882332225345 -0.0021652599211050227 0.0039418980050769615 -0.0022496161949277348 -2.0037802861123708e-05 0.0012211625228940694 0.001339242986632074 -0.0021208720489989375 0.0028226002207186896 0.0027399694080050075 0.00062691203289559703 -0.0026486959778423513 -0.0021898495366975586 0.002401903634655493 0.00041333455782479147 0.003443121384420406
leaf_weight=4.4540110044181338 6.6104910448193541 4.7024353519082069 5.9953089877963048 4.8002967014908782 1.9212530031800259 4.4440845474600792 3.6485642567276946 3.8642726540565482 3.0443588569760314 2.3965397179126731 3.3939975127577764 4.0669529512524596 4.8392076268792144 9.1130400300025958 3.363989472389223 3.65766667574644 5.7771347761154166 3.1253944784402847 3.9062308967113486 2.6787028908729553 6.1195268481969824 3.8215606473386279 2.1036462783813477 36.835910528898239 4.4220591112971341 98.922863617539406 3.9752121120691282 2.5213341936469078 3.6855021268129349 52.438516326248646
leaf_count=69 105 41 56 25 9 58 27 25 32 12 20 22 55 44 16 29 27 21 20 16 34 59 23 192 29 1679 56 20 29 271
internal_value=0 -0.00145983 0.00203507 0.00227359 -0.00208502 -0.0021857 0.00255069 0.000313168 0.000650828 -0.000525219 0.000115464 0.00268588 0.000938923 0.00125799 0.000436969 0.00111912 0.00183897 0.000725558 0.00280683 -0.00155534 0.00291704 -0.00241985 -0.000365774 0.00303664 0.00191982 -0.00253064 -0.00146315 -0.000407773 0.00165905 0.00315299
internal_weight=0 175.153 129.497 122.887 129.492 127.571 111.816 45.6611 41.2071 11.0706 11.7819 108.167 38.1628 34.2985 25.1855 20.3462 16.6886 10.9114 104.1 8.67401 100.194 115.789 5.92521 95.394 7.78605 109.863 10.9406 6.49655 7.0795 89.2744
internal_count=3121 2341 780 675 1994 1985 591 347 278 84 90 564 246 221 177 122 93 66 542 72 522 1895 82 497 45 1813 134 76 49 463
is_linear=0
shrinkage=0.0025694


Tree=18
num_leaves=31
num_cat=0
split_feature=1 12 52 47 4 4 50 123 13 43 150 1 1 4 48 15 474 457 151 3 16 48 3 16 484 13 1 42 12 3
split_gain=139.259 29.9551 20.991 15.0774 12.1224 10.5506 8.89353 8.48522 9.42228 7.748 6.55142 5.6933 4.53399 4.34333 4.22194 5.01105 3.85718 3.76123 4.62217 3.36348 3.12307 3.47062 6.22084 2.49202 2.25265 2.10917 2.69164 2.04402 1.65286 1.31491
threshold=0.10089500000000001 0.079890000000000017 -0.40967499999999996 0.088195000000000009 0.40124500000000002 -0.15764999999999998 0.11610000000000001 0.08128500000000001 -0.15078499999999997 -0.079109999999999986 0.11235000000000002 0.080585000000000004 1.0000000180025095e-35 -0.49405499999999997 0.12879500000000002 0.085935000000000025 0.084660000000000027 0.083995000000000014 -0.089594999999999994 -0.10023499999999998 -0.056919999999999991 0.085845000000000019 0.084940000000000015 0.013515000000000001 -1.0000000180025095e-35 -0.095304999999999987 0.083345000000000016 -0.093284999999999993 0.092465000000000006 -0.055119999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 -2 6 5 11 14 8 -5 12 16 13 23 -3 15 27 19 25 -19 -11 21 22 -21 -1 -10 26 29 -4 -26 -7
right_child=2 4 3 7 -6 17 -8 -9 24 10 -12 -13 -14 -15 -16 -17 -18 18 -20 20 -22 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=-0.0015886884627303152 -0.0024570419065032723 -0.0015426051003456769 0.0014609755967607363 0.0028020814963077489 0.0044222791167310973 -0.0028797790660903028 -0.0010269153447818855 0.0030213421290352298 -0.0030739603990412533 0.001114829774624473 0.0039043040827416897 -0.003092664316315582 0.0031102064567098977 0.0023975174579867853 0.0007353722366136734 0.00066156106901234225 0.0013744488130702464 -0.0028203510179685347 0.0017382842926329752 -0.0016068225827340944 -0.002718454766294618 -0.002331831042817205 0.0038090240330148867 0.0018795633762682404 -3.1592783623969897e-05 -0.002707375838882072 0.00082846637428914929 0.0033579901648964953 -0.0023866530342491247 -0.00055906869015811449
leaf_weight=2.9277805611491194 6.6426562592387191 2.8167942911386481 4.1273900121450415 4.7471020221710249 1.9191325455903996 5.9660038724541655 4.0149935260415068 6.9069416373968116 4.281887203454974 3.7227259352803292 2.2648291289806357 2.868878908455371 8.8145310431718809 6.1567003428935996 5.5146593898534766 5.4424743801355353 4.9370626471936694 2.9852477088570595 3.1657816469669333 3.4588158950209689 9.3136825598776305 4.6834076568484306 2.5416086465120316 2.7994620800018311 6.4938588738441432 98.836045250296593 2.625998616218566 79.456019259989262 3.0140529647469521 2.3511610478162757
leaf_count=26 105 26 20 22 9 86 29 33 44 22 10 26 43 38 24 28 39 48 34 37 106 34 15 15 39 1679 32 412 24 16
internal_value=0 -0.0014907 0.00209475 0.0023386 -0.00213423 -0.00223271 0.00280426 0.000534864 -0.00039161 0.000345056 -0.000398998 0.000130305 0.00192724 0.00116071 0.00296696 0.0031052 -0.000739094 -0.00247409 -0.000474135 -0.001179 -0.00160602 -0.000636248 0.000687176 0.000106584 -0.00149103 -0.00258615 -0.00149131 0.00326431 -0.000778158 -0.00222374
internal_weight=0 175.156 130.642 123.999 129.692 127.773 98.5555 25.4438 18.5369 45.4639 30.9221 11.8424 14.5418 8.97349 94.5405 89.0259 28.6573 115.93 6.15103 23.7202 19.9975 10.6838 6.00042 5.72724 13.7898 109.779 10.9432 83.5834 9.50791 8.31716
internal_count=3121 2341 780 675 1994 1985 513 162 129 347 263 90 84 64 484 460 253 1895 82 214 192 86 52 41 107 1813 134 432 63 102
is_linear=0
shrinkage=0.00262826


Tree=19
num_leaves=31
num_cat=0
split_feature=1 12 52 12 50 47 13 2 4 3 51 160 42 159 43 133 41 12 15 1 15 49 15 16 3 0 48 52 48 38
split_gain=142.769 29.6473 23.0683 14.911 14.1126 12.4367 10.4323 7.87376 10.5623 7.23524 6.61901 6.42524 5.79961 5.57961 4.88249 5.99194 4.62313 4.26609 3.79753 3.6065 3.20058 3.1629 2.94661 2.64623 2.44533 5.34971 5.0572 2.41253 2.09558 2.08298
threshold=0.099195000000000019 0.079890000000000017 -0.26636999999999994 -1.0000000180025095e-35 0.11534500000000002 0.10954500000000002 -0.15078499999999997 0.11474000000000002 -0.013125 -0.097604999999999983 -0.096089999999999981 -0.079009999999999983 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.079109999999999986 -1.0000000180025095e-35 0.078475000000000017 0.09334000000000002 0.024640000000000006 1.0000000180025095e-35 -0.10469999999999999 0.13984500000000002 0.013270000000000002 -0.082779999999999979 -0.077774999999999983 -0.10011499999999998 0.086260000000000017 -0.43320999999999993 0.11013500000000002 0.099940000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 27 29 5 7 22 8 -5 12 -1 -10 -8 -12 19 -16 17 18 -14 -15 -7 -6 -3 -13 -17 26 -26 -2 -9 -4
right_child=2 6 3 4 21 20 9 28 11 -11 13 23 16 14 15 24 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0028174578056866088 -0.0027802364045433265 0.0015882671532192231 0.0034717204536945582 -0.0016445904890022389 -0.003101635815000143 0.00035742494626502669 -0.0028170157133058931 0.0036401023164714572 -0.00079949781047722378 -0.0026517821720389743 -0.002162331039543228 0.0034272347677621489 0.0031637749998794356 0.0006434440939131294 -0.0024845931248636379 0.0028400837328432672 -0.0030681077949096837 -0.0020731456831176885 -0.00053509218656225916 0.0035438099121104555 -0.0031393563438682423 0.00065203186202271012 -0.0015764634495559684 0.0010856410036107816 0.0027850002603341337 -0.0024044074337640524 -0.00074896719491106538 -0.0001241289883352655 0.0017174029826954801 0.0015502835903081348
leaf_weight=4.0866691358387461 6.2384982667863369 6.0453285872936231 52.218065500259399 6.1798143386840811 4.9339318871498099 3.7072044983506203 7.2831492125988033 23.182791784405712 3.9507003575563493 99.796111386269331 4.2158075645565978 13.764518842101099 5.0190425440669042 4.936393700540064 4.2603012770414379 3.6966317966580418 2.5532445758581153 2.5874448157846919 3.0194773748517036 7.1008757650852203 3.4162276834249488 2.2065990120172501 2.98501156270504 4.3027936071157447 6.6681715808808786 3.3882106244564048 4.6813052296638489 3.700458809733389 4.6171232461929312 4.1356793045997611
leaf_count=63 107 32 268 35 47 22 112 115 24 1693 37 68 37 31 47 19 25 25 28 34 30 15 26 21 40 28 28 23 20 21
internal_value=0 -0.00153578 0.00203194 0.00233206 0.00153109 0.00192394 -0.00215945 0.00233654 0.00136619 -0.00236232 0.00033792 0.00221123 -0.00095058 0.000669004 0.00101268 0.000301028 8.08579e-05 0.000837503 0.00177438 0.00235439 -0.00131955 -0.00194166 0.000542154 0.00286958 0.000944804 0.000469414 0.00132735 -0.00179132 0.00332077 0.00333071
internal_weight=0 172.323 136.554 126.615 70.2617 63.1212 129.289 55.9977 28.1978 120.258 43.0344 22.018 20.4624 38.9477 34.7319 22.6946 13.1792 10.626 8.03852 12.0373 7.12343 7.14053 9.03034 18.0673 18.4343 14.7377 11.3495 9.93896 27.7999 56.3537
internal_count=3121 2305 816 686 397 335 1978 283 148 1920 327 113 227 264 227 162 115 90 65 65 52 62 58 89 115 96 68 130 135 289
is_linear=0
shrinkage=0.00260619


Tree=20
num_leaves=31
num_cat=0
split_feature=1 12 4 0 4 39 0 13 4 47 1 4 151 2 52 3 1 2 3 3 52 150 43 43 13 457 124 1 124 1
split_gain=176.378 33.1513 29.6172 22.3933 17.3573 17.3394 13.7212 13.4547 13.3238 14.5399 10.0467 5.74001 6.67204 5.13321 4.07944 4.07773 3.86969 3.73186 3.34255 2.93999 4.20585 2.19083 1.98527 1.93774 5.42567 1.85094 1.70734 1.55792 1.38896 1.23138
threshold=0.094465000000000007 0.051320000000000005 0.23246000000000003 -0.0058249999999999994 -0.49405499999999997 0.14059500000000003 -0.10096999999999999 -0.0025349999999999995 -0.14723499999999998 0.096475000000000019 0.083135000000000014 -0.019614999999999997 -0.024429999999999997 0.089885000000000007 0.10347000000000002 -0.12018999999999998 0.12500000000000003 0.10497000000000002 0.013900000000000001 0.0051600000000000005 -0.07167999999999998 0.081835000000000019 -0.00067499999999999993 -0.17390999999999998 0.17001000000000002 0.091015000000000013 -0.080389999999999989 0.11910500000000002 -0.087894999999999987 0.12958500000000003
decision_type=2 2 2 2 2 2 2 2 2 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 14 21 10 28 -9 19 18 -12 -13 -14 -5 -8 22 -6 -1 -10 -21 29 -4 24 -17 -22 -25 -11 -2 -3
right_child=1 2 16 4 17 -7 15 8 9 27 11 12 13 -15 -16 23 -18 -19 -20 20 25 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.003176634221686517 0.0030500561226111918 -0.0034981197338038823 0.00057635651747736975 -0.0039594804203605099 0.0050013764933407503 0.0055307164190644548 -1.8019686505567581e-05 -0.0028564045287215239 0.004882760807702136 -0.0032093468695414272 -0.0020805746580774944 0.0049688391447253602 -0.0030342367613320357 0.0029705856058805141 0.0010712982808003672 0.0032125726252986413 0.0049132640988881499 0.0012684452520781804 8.8345832712089992e-05 3.0910043123214432e-05 0.0024820077595149822 -0.00010280799580166096 0.0031657345990073818 0.00051425681242924578 -0.003498682785190492 0.0049243419064414814 -0.0033408635286082651 5.1138515783612724e-05 0.0045319745303218813 -0.00066629251605177051
leaf_weight=13.459016084671022 7.3389775604009619 18.874719310551892 5.3791151717305183 5.8922905549407023 7.3087097555398923 2.8483005762100211 4.361846685409545 5.0342345274984828 12.47020532935858 3.418805092573165 4.1323208883404723 5.3757443204522124 2.9305324628949156 3.0023677423596382 2.3483414351940155 1.8321837037801731 8.1641015931963903 4.5122315809130669 4.3131999969482413 4.2326204776763943 6.2892474532127363 2.5790030136704436 7.230727896094324 1.210440732538699 3.9825461655855179 6.6508096754550934 105.69571409747005 2.758341908454895 64.442037224769592 1.7477189451456059
leaf_count=164 35 233 27 56 36 12 37 41 59 24 36 26 24 17 17 23 37 31 34 22 29 17 35 11 58 30 1614 18 305 13
internal_value=0 0.00259004 0.000307552 -0.0021331 0.00106983 -0.00198476 -0.00256063 0.00353889 0.00206025 0.00275124 -0.000729615 0.00117483 0.00236439 4.52748e-06 -0.00252585 -0.00308003 0.00318203 0.00357646 -0.00238425 0.00368995 0.00282377 -0.00290739 0.00206116 -0.00319852 -0.00138401 0.0037373 -0.00329721 -0.00175341 0.00438046 -0.00325813
internal_weight=0 159.459 46.8237 170.357 20.0616 26.0497 150.296 112.635 40.8543 35.82 33.2132 15.441 11.3086 5.9329 8.24063 117.083 20.7739 11.8209 17.7722 29.6429 17.1727 23.2014 12.6098 112.721 5.81473 12.9401 106.906 6.17715 71.781 20.6224
internal_count=3121 937 374 2184 140 275 2044 563 223 182 301 103 67 41 73 1743 99 67 198 140 81 263 62 1706 81 59 1625 42 340 246
is_linear=0
shrinkage=0.00322758


Tree=21
num_leaves=31
num_cat=0
split_feature=4 123 3 48 1 50 39 454 48 49 457 1 3 1 49 0 4 2 11 1374 51 12 457 150 4 52 3 0 3 0
split_gain=164.533 67.5746 44.9493 23.3992 18.524 11.8899 8.45073 6.39833 5.6795 5.49077 4.42989 8.50037 3.93699 2.3084 4.44743 2.05869 7.79792 6.05778 1.52088 1.40529 1.30189 0.968639 1.13228 0.915601 0.919447 1.73435 1.02946 1.09063 4.27118 4.01416
threshold=0.27834500000000006 1.0000000180025095e-35 0.20828500000000003 0.12933000000000003 0.09253500000000002 0.11875500000000001 0.12768500000000002 1.0000000180025095e-35 0.081275000000000014 0.18307500000000002 0.080930000000000016 0.10060500000000001 0.090900000000000009 0.111945 -0.0060549999999999988 -0.0058249999999999994 -0.49013999999999996 0.10497000000000002 0.081790000000000015 0.093750000000000014 0.080335000000000018 0.085885000000000017 0.093680000000000013 -0.091839999999999991 0.23246000000000003 0.039215000000000007 0.088060000000000013 -0.13027499999999997 -0.12711499999999995 -0.15350499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 5 -3 9 7 10 -6 13 15 12 21 14 -2 18 -17 -18 19 23 -4 -12 -23 -1 26 -26 27 28 -25 -30
right_child=3 4 20 -5 8 -7 -8 -9 -10 -11 11 -13 -14 -15 -16 16 17 -19 -20 -21 -22 22 -24 24 25 -27 -28 -29 29 -31
leaf_value=-0.0021441447419461991 0.0030207185083661052 -0.0024512484458807113 0.0011104392893725053 -0.0040609630234118808 -1.7452523188011735e-05 -0.0025065452182809001 0.00031814783880667192 -0.00022496217997206971 0.0028568536035007844 -0.00079817849289737577 -0.0036707009721327006 0.0010960205377144852 -0.00065584733319903649 0.0029561347387174293 -7.2875266199825471e-05 -0.0034992189642430224 0.000605413449099413 -0.0025889119813636793 -0.0041965783241303019 -0.0045274991239393353 0.0029746381195987492 -0.0017088416196190418 -0.0033776601804396916 -0.0038166786784659627 -0.0014091013660830927 -0.003311268180852805 -0.0038915941400270763 -0.0032980700375152506 -0.0030235783957243863 0.00029912848017158811
leaf_weight=4.279300019145011 6.3004123568534851 7.3369663953781155 3.6283930689096433 3.9490227103233329 5.6284929364919689 3.1146700531244269 4.1401443779468527 4.3249585181474677 14.624470725655554 2.9649441391229621 11.91857923567296 3.8301779180765143 4.2881373614072791 31.870667204260826 4.8718573004007322 27.608446657657623 5.8796016275882712 8.7086284905672056 10.95265159010887 5.262060120701789 5.684784933924675 4.3218783438205701 5.4156686216592789 9.4308300614357012 4.4586778134107572 7.7765250653028488 16.385625079274178 365.52909797430038 4.5357662439346313 4.0859606266021711
leaf_count=21 42 34 23 17 33 14 22 23 101 16 56 21 20 223 28 133 29 41 48 24 39 20 27 42 21 38 73 1849 21 22
internal_value=0 -0.00284971 -0.00304556 0.00163327 0.000858901 0.00209104 -0.00314165 -0.00316979 0.00205806 0.00240229 -0.00319502 -0.00228524 -0.00278442 0.00262275 0.0016717 -0.00325207 -0.00273942 -0.00130148 -0.00330206 -0.00327883 0.00224835 -0.00320589 -0.00263698 -0.00326305 -0.00327467 -0.00261809 -0.00329475 -0.00326926 -0.00268585 -0.0014489
internal_weight=0 550.036 522.446 53.0716 27.5899 49.1226 513.133 508.993 20.253 46.0079 504.668 29.7744 25.9443 43.0429 11.1723 474.893 42.1967 14.5882 432.696 421.744 9.31318 21.6561 9.73755 416.482 412.202 12.2352 399.967 383.582 18.0526 8.62173
internal_count=3121 2781 2613 340 168 323 2551 2529 134 309 2506 144 123 293 70 2362 203 70 2159 2111 62 103 47 2087 2066 59 2007 1934 85 43
is_linear=0
shrinkage=0.00243148


Tree=22
num_leaves=31
num_cat=0
split_feature=1 12 12 1 13 4 48 4 13 43 1 4 3 0 4 3 0 3 16 16 2 49 3 157 4 133 16 43 0 1
split_gain=140.986 24.2871 24.2493 18.8682 12.5454 12.3905 11.6134 10.4449 8.49463 7.82028 5.43786 4.03031 3.92353 4.08829 5.73767 3.86594 4.53219 4.87759 3.21163 2.9105 2.71817 3.70388 2.42946 2.23173 1.99805 1.53021 1.52516 1.46823 2.19311 1.33677
threshold=0.10089500000000001 0.079890000000000017 0.051320000000000005 0.13021500000000003 -0.0025349999999999995 0.23246000000000003 0.11951500000000001 0.40124500000000002 -0.47860499999999995 -0.073404999999999984 1.0000000180025095e-35 -0.029144999999999997 -0.097604999999999983 -0.060129999999999996 -0.27825499999999997 -0.10023499999999998 -0.10151999999999999 0.090900000000000009 -0.094359999999999986 0.023255000000000001 0.121465 -0.039339999999999993 0.10893000000000001 -0.080544999999999992 0.40473500000000007 -0.082724999999999979 -0.010699999999999999 -0.14968999999999996 -0.077809999999999976 0.078340000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 4 5 25 -4 11 8 -3 10 19 -6 13 23 29 -11 17 -17 -19 -1 21 -13 -23 -10 -7 -2 -5 28 -14 -15
right_child=2 7 3 26 6 24 -8 -9 12 15 -12 20 27 14 -16 16 -18 18 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0019787887795724469 0.0018568894299424521 0.0014605839401541473 -0.0025924574163257307 0.0034844554954943977 -0.00087901440600175133 -0.00052804340917308545 -0.0018419609814337233 0.0037336034670853932 0.00021624215317166056 0.0011375232292694052 0.0025545576985856544 0.0029863938083337324 -0.0027676873371861106 -0.00061023221322298164 0.002563240344747122 -0.0018461927162014159 -0.0027053815927432531 -0.0015196673846352786 0.0016741507302716362 0.0014646198464910885 0.0035918556923284902 0.0016763551533300507 -0.00099985803670410455 -0.0025959004483958634 0.0016172454608930288 0.0032237298054191179 0.001498143816470741 -0.0026824476083191591 0.0012486803883944245 -0.0029952012087950809
leaf_weight=3.7325451225042334 5.9636891037225714 3.7010945528745642 16.538186103105549 7.0292486548423767 3.0728991702199009 4.5248459279537183 6.9202656745910636 1.8512639254331578 2.0654791295528439 5.0350098609924308 8.9192764461040479 7.6078187078237614 2.0417606234550481 3.5406802296638489 3.1942676156759244 9.7226376608014125 9.6809503585100192 2.931053102016449 6.7622593492269498 2.782577745616436 6.7337418347597113 5.3633678406476939 3.7385371476411819 16.266483515501026 7.4811088293790817 49.229494079947472 3.9052751585841161 123.46166094392538 1.5556844249367703 2.682676263153553
leaf_count=28 33 17 165 37 20 23 39 9 16 27 46 41 28 24 21 80 98 17 37 14 36 30 20 172 38 276 22 1669 16 22
internal_value=0 -0.00180267 0.0015898 -7.14639e-05 0.00232978 -0.00116189 0.00109794 -0.00228458 -0.00235487 -0.000243552 0.00126175 0.0018652 -0.00244609 -0.00157796 -0.00021323 -0.000924246 -0.00128102 -0.000570822 0.000708408 -0.000508125 0.0022249 0.00167405 0.000577121 -0.00227905 0.000808722 0.00307604 0.00277504 -0.00263569 -0.00103084 -0.00163831
internal_weight=0 209.927 128.108 39.4787 88.6298 28.5441 33.4366 160.361 158.51 49.5663 15.4344 26.5164 154.809 27.7496 9.41762 34.1319 29.0969 19.416 9.69331 6.51512 23.4435 16.7097 9.1019 18.332 12.006 55.1932 10.9345 127.059 3.59745 6.22336
internal_count=3121 2341 780 285 495 226 186 1994 1985 347 88 147 1968 255 67 259 232 134 54 42 127 91 50 188 61 309 59 1713 44 46
is_linear=0
shrinkage=0.00254841


Tree=23
num_leaves=31
num_cat=0
split_feature=4 123 3 151 1 50 47 39 454 48 457 1 3 1 16 0 4 12 51 11 1374 12 457 49 3 0 1 3 15 1
split_gain=136.387 56.2739 38.2343 23.7765 16.5679 11.5534 9.31353 7.09657 5.889 5.84608 3.34077 6.97431 3.66539 1.91901 3.24737 1.85522 6.3615 5.58251 1.50649 1.42517 1.23699 0.897221 0.993218 0.875914 1.05205 0.807422 4.43532 0.836462 1.50261 0.830625
threshold=0.27834500000000006 1.0000000180025095e-35 0.20828500000000003 -0.27559499999999998 0.09253500000000002 0.11875500000000001 0.11893500000000001 0.12768500000000002 1.0000000180025095e-35 0.081275000000000014 0.080930000000000016 0.10060500000000001 0.090900000000000009 0.111945 -0.54165499999999989 -0.0058249999999999994 -0.49013999999999996 0.085885000000000017 0.080335000000000018 0.081790000000000015 0.093750000000000014 0.085885000000000017 0.093680000000000013 0.16460500000000003 0.095270000000000007 -0.10096999999999999 0.10538500000000002 -0.12711499999999995 -1.0000000180025095e-35 0.10124500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -2 -3 6 13 8 10 -6 15 12 21 14 -5 19 -17 -18 -4 20 23 -12 -23 24 25 26 27 -1 -29 -27
right_child=3 4 18 5 9 -7 -8 -9 -10 -11 11 -13 -14 -15 -16 16 17 -19 -20 -21 -22 22 -24 -25 -26 29 -28 28 -30 -31
leaf_value=-0.0036442989877679623 -0.004475532728948641 -0.002377955002077574 0.00081452721162422108 0.002960972583502162 -0.00023175785874831928 -0.0025298928725357296 -0.0022031112965839707 0.00017647538747860735 -0.00020891961993028848 0.0027173669909339774 -0.0035503256265328725 0.00084193908818599929 -0.00067440541552189477 0.0028295437802220505 0.0003209687857194038 -0.0033040887955719661 0.00056557324398027586 -0.0025045015155297085 0.0028623552375445262 -0.00400622071905122 -0.004286527772261294 -0.0017115745922907004 -0.0032596924056368009 -0.0021374848536880255 -0.0037537148503619319 -0.0031046460869273546 -0.00049096189705323924 -0.0031576733686511098 -0.0019210355536708103 -0.0035777083127445175
leaf_weight=9.8510825186967832 3.5846530348062506 7.2090080082416561 3.327488645911215 5.3064029291272163 5.3459888324141529 3.1123004406690589 2.5316485911607733 3.9699833989143363 4.1875232085585585 13.368094302713869 11.672228455543527 3.5986694246530524 4.2180990427732459 29.007091350853443 5.282112278044222 26.442178189754486 5.4561959356069556 8.7795707136392576 5.2785951942205429 10.660028114914892 5.1264923810958853 4.2748303860425931 5.2410246282815933 5.2123932540416709 14.384225755929945 310.27673706412315 4.2915488108992568 21.837846979498863 7.4992912709713009 22.624832585453987
leaf_count=45 15 34 23 38 33 14 13 22 23 101 56 21 20 225 35 133 29 41 39 48 24 20 27 27 65 1672 23 111 36 108
internal_value=0 -0.00273168 -0.00290984 0.00143351 0.000692215 0.00190172 0.00222912 -0.00299738 -0.00302333 0.0018749 -0.00304781 -0.00226362 -0.0027035 0.00251251 0.001644 -0.00309808 -0.00261247 -0.00132782 0.00207058 -0.00314605 -0.00312319 -0.00310746 -0.00256423 -0.00310813 -0.00312108 -0.0030969 -0.00279142 -0.00304335 -0.00284156 -0.0031368
internal_weight=0 524.134 498.211 48.8242 25.9231 45.2396 42.1273 489.605 485.635 18.7141 481.447 29.0049 25.4062 39.5956 10.5885 452.442 40.6779 14.2358 8.60608 411.764 401.104 21.1881 9.51586 395.978 390.766 376.381 43.4798 39.1882 29.3371 332.902
internal_count=3121 2781 2613 340 168 325 311 2551 2529 134 2506 144 123 298 73 2362 203 70 62 2159 2111 103 47 2087 2060 1995 215 192 147 1780
is_linear=0
shrinkage=0.00238356


Tree=24
num_leaves=31
num_cat=0
split_feature=1 12 12 16 2 48 4 50 43 3 52 1 47 48 148 47 3 0 4 42 4 49 52 52 133 2 2 16 157 51
split_gain=142.45 28.117 20.7016 18.8739 12.1457 10.6958 8.58229 8.22036 8.09939 7.71891 6.60019 6.28752 4.42237 7.85712 3.8248 3.53284 2.99782 3.20719 4.42802 2.98368 2.48045 2.88457 2.42138 2.8894 3.87759 3.45902 2.91941 2.37034 1.75238 1.67059
threshold=0.10089500000000001 -1.0000000180025095e-35 0.079890000000000017 -0.072804999999999981 0.11448000000000001 0.11951500000000001 0.27834500000000006 0.11941000000000002 -0.073404999999999984 0.097915000000000016 0.25317500000000004 1.0000000180025095e-35 0.090100000000000013 0.11280000000000003 -0.043434999999999994 0.096475000000000019 -0.097604999999999983 -0.060129999999999996 -0.27825499999999997 -0.031659999999999994 0.09173000000000002 -0.043469999999999995 0.10898500000000001 -0.085984999999999992 -1.0000000180025095e-35 0.090545000000000014 0.10731 0.10246000000000001 -0.080544999999999992 0.090560000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 12 8 5 20 10 9 27 11 16 15 19 -2 -14 -10 29 17 28 -19 -1 21 -5 23 26 -25 -26 -16 -6 -4 -3
right_child=1 3 6 4 7 -7 -8 -9 14 -11 -12 -13 13 -15 22 -17 -18 18 -20 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0027480535347097516 0.0033868995692970978 0.0033258825952030618 -0.00040370726054997456 -0.00026631958270028618 0.0034280681810518005 -0.001681179567032159 0.0031857728738999141 -0.0027262114680799139 0.0016105102756698248 0.00072480727253135626 -0.0013924072235245136 0.0025335522413471021 -0.0013336930493050183 0.0035772438905210448 -0.0032795225561229498 0.00025326072893901662 -0.0029165898870898033 -0.002044937834713672 0.0016695014841597914 0.00081314375064365835 -0.00012230040171284535 -0.0030558643947434941 -0.0033472109641019014 -0.0031829612512019162 -0.0011292354750812954 0.0015126031435392484 0.00034896238259532404 0.00078430538172679796 -0.0028870136860350325 0.0017228955392750954
leaf_weight=3.457574762403965 39.751822605729103 21.118688941001899 2.3803564682602945 3.2954830676317277 5.5532245039939863 6.1613994985818854 1.8822752609848965 3.2968512624502173 2.9527978599071494 4.8627203106880179 3.4025244116783133 8.6038082689046842 4.449907220900057 5.3135070651769638 7.8244104906916601 4.1276475489139548 150.29978337138891 6.942329578101635 3.6348185539245588 3.5388366952538481 3.5346243456006041 16.818947598338127 5.1478642076253882 3.7709688618779209 9.4569774791598338 6.0353065654635421 2.08823112398386 4.6167631670832634 18.760895237326622 6.2670413255691519
leaf_count=23 238 120 16 18 31 30 10 21 18 20 18 46 21 30 67 21 1709 46 21 19 19 153 40 34 57 28 15 25 172 35
internal_value=0 0.00137545 -0.00218457 0.000357429 -0.00105175 0.00163071 -0.00260694 0.00101508 -0.000676779 -0.00266528 0.00221513 0.00097269 0.00298309 0.00133897 -0.00136708 0.00260464 -0.00275585 -0.00199418 -0.000768477 -0.000946774 -0.00222869 -0.00259883 -0.00162324 -0.00131905 -0.000703566 -0.000100058 -0.00251513 0.00222791 -0.00260741 0.00295905
internal_weight=0 127.708 241.64 78.1932 37.1159 41.0773 188.763 13.4668 52.8768 186.881 34.9159 15.6002 49.5152 9.76341 37.2766 31.5134 182.018 31.7184 10.5771 6.99641 23.6491 20.1144 34.3238 29.1759 19.2633 15.4923 9.91264 10.17 21.1413 27.3857
internal_count=3121 780 2341 491 267 224 1994 77 347 1984 194 88 289 51 259 176 1964 255 67 42 190 171 241 201 119 85 82 56 188 155
is_linear=0
shrinkage=0.00272645


Tree=25
num_leaves=31
num_cat=0
split_feature=1 12 12 3 4 457 150 130 4 13 123 3 47 48 14 1 0 2 4 48 2 49 42 16 51 11 457 49 4 15
split_gain=124.681 25.7822 19.0306 17.0703 18.9743 10.3345 9.46878 9.14274 8.26694 7.02873 6.95465 7.34365 4.33071 7.3592 4.27091 3.57852 3.29877 3.58656 3.09342 2.43536 2.37714 1.90266 2.1208 3.09093 1.8968 1.71829 1.69337 2.33297 1.48338 0.931987
threshold=0.10089500000000001 -1.0000000180025095e-35 0.079890000000000017 0.16158000000000003 0.27834500000000006 0.080930000000000016 -1.0000000180025095e-35 -0.012214999999999998 0.40124500000000002 -0.47860499999999995 1.0000000180025095e-35 -0.15121499999999996 0.090100000000000013 0.11280000000000003 -0.45282499999999992 0.09253500000000002 -0.22491999999999998 0.089775000000000008 -0.15764999999999998 0.091545000000000015 0.084715000000000013 0.13984500000000002 0.088380000000000014 -0.07550999999999998 0.084305000000000019 0.090920000000000015 0.083995000000000014 -0.076109999999999997 -0.49013999999999996 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 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 10 4 5 7 -6 -3 9 -4 11 -1 -2 -14 -8 -12 17 24 19 28 -18 22 29 -24 -13 -16 -20 -28 -11 -9
right_child=1 3 8 -5 6 -7 14 21 -10 18 15 16 13 -15 25 -17 20 -19 26 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0016438129749307522 0.0036059322405744493 0.0024618731320864588 0.0011505092625234551 0.0036388948394899868 -0.0024417506240649897 0.0029173932792751502 5.3656343261684643e-05 -0.0032579512218068925 0.0037062018974126964 -0.0036017777125472205 -0.0005891243745864207 -0.00067285233032531261 -0.0014789374499801576 0.0038179550267154034 0.0036738732868483999 0.0026876290902744515 -0.001112917017150691 0.0011237793095141295 -0.0031436510700864934 0.00099435160172293437 -0.0032946791907641094 -0.00058205927991679689 0.00079077227070326961 -0.0029040086799379341 -0.003858809008081394 0.0013440927280924779 0.00056840362133834231 -0.0028437440875953928 -0.0012149466344613673 -0.0049335483480350256
leaf_weight=6.1467638611793509 36.999348282814026 3.3752103596925727 3.7877362966537467 11.640177279710768 4.2090795487165478 3.936084881424903 5.0929891020059612 12.465100727975377 1.7194454222917546 4.0162883326411238 5.3247597292065603 3.6293622627854294 4.4013183414936048 4.9897262305021286 13.192410811781885 6.7235909700393677 6.4144466593861642 5.4603351652622223 151.6519922465086 2.6924100890755644 14.556462027132509 3.3004412427544585 2.7398867160081863 7.6691069528460485 3.0799850150942802 3.5906304270029059 2.6280653178691864 5.5792760699987394 5.5013652443885794 3.8810276687145224
leaf_count=29 238 18 17 69 22 19 29 108 9 32 34 26 21 30 79 38 45 27 1806 15 129 19 14 72 19 20 20 61 34 22
internal_value=0 0.0013962 -0.00234634 0.000315019 -0.000294741 -0.00165899 0.00165953 -0.0021978 -0.00280924 -0.00287294 -0.000745111 -0.00135373 0.00314631 0.00133545 0.00244865 0.00123947 -0.0019097 -0.000673057 -0.00296151 -0.00151289 -0.00262734 -0.00272108 -0.00298494 -0.00193146 -0.00213539 0.00317543 -0.00307216 -0.00175114 -0.00222215 -0.00365578
internal_weight=0 121.483 228.912 75.0921 63.452 37.3669 26.0851 33.4308 177.577 175.857 51.3357 39.2874 46.3904 9.39104 21.876 12.0484 33.1406 12.1697 172.069 12.2101 20.9709 30.0556 26.7551 10.409 6.70935 16.783 159.859 8.20734 9.51765 16.3461
internal_count=3121 780 2341 491 422 272 150 253 1994 1985 347 275 289 51 128 72 246 72 1968 81 174 235 216 86 45 99 1887 81 66 130
is_linear=0
shrinkage=0.00298592


Tree=26
num_leaves=31
num_cat=0
split_feature=1 123 47 52 52 3 3 123 3 14 11 484 13 1 52 52 484 16 50 48 48 12 3 2 0 48 42 16 43 13
split_gain=108.918 27.4754 17.5803 12.798 10.526 10.4454 8.75071 7.7887 7.65622 6.88604 7.6468 8.99061 8.03174 4.62272 3.93783 4.72756 3.74254 3.29828 2.90206 2.70753 1.89485 1.85557 2.6512 1.8006 1.72215 1.48228 1.47706 1.41416 1.17427 3.04881
threshold=0.104035 1.0000000180025095e-35 0.085770000000000027 -0.24456499999999998 0.19022000000000003 -0.116045 -1.0000000180025095e-35 0.08128500000000001 0.16158000000000003 0.076175000000000007 0.081790000000000015 -1.0000000180025095e-35 0.14871000000000004 0.09253500000000002 0.11434500000000002 -0.11183499999999999 -0.0068949999999999992 -0.014034999999999997 0.10965000000000001 0.12879500000000002 0.086260000000000017 0.092355000000000007 0.10893000000000001 0.086590000000000014 -0.14001499999999997 -0.082654999999999992 -0.092459999999999987 0.5136400000000001 -0.17390999999999998 0.17001000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 27 18 9 24 8 21 10 11 -1 23 -3 15 -8 -17 20 19 25 -18 22 -4 -13 -7 -5 -27 -2 29 -26
right_child=2 13 7 4 -6 6 14 -9 -10 -11 -12 12 -14 -15 -16 16 17 -19 -20 -21 -22 -23 -24 -25 28 26 -28 -29 -30 -31
leaf_value=-0.0031929357218521228 -0.00038494790226072535 -0.00046276710916871047 0.00035014976629109732 0.0011982895725427048 -0.00098719049432484775 -0.00038578310250003965 -0.0027859970518234528 0.0021906299432646564 0.002590569894738274 -0.0030232186779554273 -0.0026219189513120114 0.0015021894793219666 -0.0011303076023285665 0.0025385146223448427 -0.0033126641385307978 -0.0027364633745810061 0.00043744486112335366 0.0019012918359487619 0.00038837983807345661 0.00065980425540511085 -0.0016845332240250071 -0.0026516372488156062 -0.0023994762271503985 0.0037257578781780825 0.00048934128244507147 0.0013552130600082907 0.0030708249501223243 -0.0029637249371370065 -0.0027226908938759106 -0.0029022816496337375
leaf_weight=3.2525752186775305 2.6576235741376868 5.2877518162131301 4.7489763051271527 3.4225123375654212 6.1149697452783576 2.247790925204753 5.8417747616767945 5.8255537599325171 3.0840230137109748 6.9959752708673468 6.1226737648248664 3.9948219731450063 5.0391997918486586 9.8001311719417554 4.6610472053289405 3.1614179089665511 6.4913688674569219 5.8697768226265756 3.857742339372634 4.0531309247016898 4.9745964556932449 9.0206428095698339 4.6396953091025352 6.2512333393096924 2.7666619420051566 3.6023931354284278 49.612728163599968 3.0639597177505493 137.57237476855516 4.9428070336580276
leaf_count=27 15 34 25 21 36 20 56 34 18 62 54 21 34 61 36 24 39 31 20 19 26 78 29 31 28 21 337 38 1788 58
internal_value=0 -0.00188541 0.00131845 0.00195545 0.00225677 -0.00212748 -0.00237032 -0.000462627 -0.00118177 -0.00075792 -0.000115273 0.000712621 0.00154369 0.00148668 -0.00112087 -0.000732997 -0.000147884 0.00032418 0.00256408 0.00270238 -0.000483192 -0.00181373 -0.00100866 0.00285881 -0.00263287 0.00284855 0.00295469 -0.00176591 -0.00266763 -0.00168515
internal_weight=0 225.274 103.704 76.3851 70.6635 210.186 178.53 27.3189 21.4933 31.6565 24.6605 18.5378 15.2853 15.0879 31 26.3389 20.4972 17.3357 64.5485 60.6908 11.466 18.4093 9.38867 10.2461 147.53 56.6376 53.2151 5.72158 145.282 7.70947
internal_count=3121 2430 691 507 454 2335 2106 184 150 229 167 113 86 95 212 176 120 96 418 398 65 132 54 52 1894 379 358 53 1874 86
is_linear=0
shrinkage=0.00258699


Tree=27
num_leaves=31
num_cat=0
split_feature=1 52 12 47 50 376 3 4 3 43 52 1 48 150 15 3 151 0 4 13 15 4 484 157 43 43 2 1 12 52
split_gain=131.01 24.2235 21.8438 19.3534 12.0087 9.75493 8.26125 8.00435 8.16087 7.99027 5.38313 5.22124 4.47625 3.84505 3.82946 3.29415 3.26073 3.01112 4.39032 2.96383 2.57315 2.3565 1.91035 1.87323 1.42688 1.34753 1.31232 1.08713 1.05021 1.03858
threshold=0.10089500000000001 -0.38533999999999996 0.079890000000000017 0.086785000000000015 0.11843500000000001 0.080200000000000007 0.16158000000000003 0.40124500000000002 0.097915000000000016 -0.079109999999999986 0.19022000000000003 1.0000000180025095e-35 0.12879500000000002 0.09487000000000001 0.024640000000000006 -0.097604999999999983 -0.086944999999999981 -0.060129999999999996 -0.27825499999999997 -0.088589999999999988 -0.15026499999999995 -0.019614999999999997 0.08660000000000001 -0.080544999999999992 -0.073959999999999984 0.016310000000000002 0.081135000000000013 0.078340000000000007 -0.093619999999999995 -0.43320999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 29 9 4 10 6 20 8 15 11 12 21 14 16 -3 17 -11 23 27 -18 -5 -1 25 -4 -22 26 -21 -19 -13 -2
right_child=1 3 7 5 -6 -7 -8 -9 -10 13 -12 28 -14 -15 -16 -17 19 18 -20 22 24 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00078046661262647825 -0.0029072020757754851 0.0031036566272476217 -0.00015880257333041707 0.00021737587120471277 -0.0021421528516941818 0.0033519956901068302 0.0023326097177250233 0.0031880057661053613 0.00087967090982746948 0.0011529293202338432 9.4067220715273619e-05 0.0015912376481426434 0.00033755260984885021 0.0011125195769841811 0.00098460940051102886 -0.0027955684978075114 0.00022627191199576591 -0.0010029676955004248 0.0016982197146292622 -0.0014076135759592348 -0.0012418319901812355 -0.0024071083091548413 -0.00044021631407675836 -0.0027301365453197154 -0.0029938546116920484 -0.00065597261835705436 -0.0030787490699720572 -0.0031667634019786916 0.0035138613559061874 -0.0010776461648448138
leaf_weight=3.7727222889661789 7.8846370279788971 64.692785754799843 2.2399809882044819 3.4783477187156739 4.0018466636538497 4.3079006373882285 4.1686580926179877 1.7310926169157017 4.7810276448726645 2.9727046862244597 5.8016517609357825 3.8335121870040894 5.0777758508920661 4.5389661043882361 6.5740932971239081 139.22036807239056 4.4814090877771404 3.763909287750721 3.5821796506643278 4.2992691546678641 5.2453381121158662 2.8480530306696874 4.0189858973026267 17.250212401151661 8.5628823935985512 2.6162017434835425 13.982819288969038 2.8589023575186729 4.1298746913671494 2.9962781071662885
leaf_count=18 97 395 16 19 25 23 23 9 20 16 30 20 23 22 35 1710 30 24 21 32 35 23 30 172 59 18 115 22 23 16
internal_value=0 0.00136461 -0.00202742 0.00173096 0.00233254 -0.000280627 -0.00101001 -0.00247208 -0.00252849 -0.000512577 0.00255053 0.00114513 0.00273721 -0.00116758 0.00290818 -0.00262496 -0.00148728 -0.00182509 -0.000660973 -0.00175425 -0.00181608 -0.00059073 -0.00211045 -0.00243462 -0.00232831 -0.00243166 -0.00268576 -0.00193702 0.00258833 -0.0024034
internal_weight=0 122.792 226.922 111.911 86.1482 25.7631 21.4552 175.428 173.697 51.4945 82.1463 14.5842 76.3447 36.9104 71.2669 168.916 32.3714 29.6952 10.205 29.3987 17.2866 6.62078 24.9173 19.4902 13.8082 20.8983 18.2821 6.62281 7.96339 10.8809
internal_count=3121 780 2341 667 508 159 136 1994 1985 347 483 84 453 263 430 1965 241 255 67 225 113 41 195 188 94 165 147 46 43 113
is_linear=0
shrinkage=0.00264529


Tree=28
num_leaves=31
num_cat=0
split_feature=1 52 12 484 52 3 4 43 47 50 1 15 447 48 15 40 160 3 0 0 4 133 13 52 52 2 1429 0 2 148
split_gain=167.296 30.5101 27.622 21.5101 12.2454 9.92804 9.87582 9.69148 9.33014 7.8668 6.28893 6.27234 4.7234 4.04966 5.27565 3.82363 4.48115 3.3376 3.12266 2.9689 4.20062 2.7101 3.57851 3.66283 4.05513 3.12819 2.2095 1.60693 1.18729 1.13033
threshold=0.10089500000000001 -0.38533999999999996 0.079890000000000017 -1.0000000180025095e-35 0.41580500000000004 0.097915000000000016 0.40124500000000002 -0.073404999999999984 0.088195000000000009 0.089280000000000012 1.0000000180025095e-35 -0.14712999999999996 0.084700000000000011 0.12879500000000002 0.050935000000000008 -1.0000000180025095e-35 0.081905000000000019 -0.097604999999999983 -1.0000000180025095e-35 -0.060129999999999996 -0.49013999999999996 -1.0000000180025095e-35 -0.055129999999999992 -0.085984999999999992 0.10898500000000001 0.090675000000000019 0.083870000000000014 -0.13455999999999999 0.090050000000000005 -0.079549999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 7 15 8 6 17 10 13 11 18 -10 21 14 29 -3 -17 19 -1 26 -21 -9 -23 -24 25 27 -4 -25 -12 -5
right_child=1 3 5 4 -6 -7 -8 12 9 -11 28 -13 -14 -15 -16 16 -18 -19 -20 20 -22 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0023579509617947824 -0.0024059122513842108 0.0012823638415986915 -0.0027124784762578734 0.0018274644406540909 -0.0018990328202704847 0.0012589163896188449 0.0033482017555148112 -0.0027915980838859743 0.0019370282057552687 0.0037862166037336683 0.0037282986025964776 -0.0015888716898275978 0.0020080811224676594 0.00067064575647407271 0.00041448935025783758 -0.0031713993817568151 0.00088296007997835772 -0.0027715923425933775 0.0011949833034119537 -0.0025929105798434787 0.00071164713515256973 0.0017042168784084013 -0.0030475939654709288 -0.00012766722824159003 -0.0031057689959938682 0.0015633855366856365 4.4712230798551713e-05 -0.0023950585199807896 0.0018738666057722133 0.0033078313545392602
leaf_weight=3.299816407263279 11.409534730017183 3.0931982398033133 18.115238368511207 3.6561502814292899 4.2947330921888343 4.7524923980236045 1.8992575109004963 6.8755966126918784 5.9648058861494073 4.783816695213317 4.3768406957387906 7.9450763091444978 3.1159356236457816 5.023949906229972 4.7444036900997153 6.6912786364555341 2.5395563989877701 147.49147468805313 3.382981792092326 4.5745221078395844 6.010617867112158 3.0150240212678936 6.0478960275650051 5.5562392771244085 3.754146806895732 5.0814229249954215 2.2011205479502669 3.4036847501993162 4.9887273013591766 73.518266208469868
leaf_count=27 113 15 173 19 27 20 9 59 29 24 22 44 17 22 23 52 17 1710 15 34 33 17 55 31 31 24 15 25 24 395
internal_value=0 0.00165809 -0.00197503 0.00203737 0.00240232 -0.00244842 -0.00254614 -0.000319077 0.0025772 0.00091169 0.00136638 -7.69028e-05 -0.0010531 0.0029353 0.00307419 -0.00121809 -0.00205598 -0.0026089 -0.000559376 -0.00183236 -0.000716466 -0.00133586 -0.000963197 -0.00130049 -0.000706733 -6.53179e-05 -0.00241376 -0.000989001 0.0027405 0.0032377
internal_weight=0 133.665 237.943 122.255 109.931 185.045 180.292 52.8983 105.636 18.6937 16.0484 13.9099 36.8499 86.9428 81.9188 12.324 9.23084 178.393 6.6828 30.9015 10.5851 33.734 26.8584 23.8434 17.7955 14.0413 20.3164 8.95992 9.36557 77.1744
internal_count=3121 780 2341 667 583 1994 1974 347 556 97 88 73 259 459 437 84 69 1965 42 255 67 242 183 166 111 80 188 56 46 414
is_linear=0
shrinkage=0.00259861


Tree=29
num_leaves=31
num_cat=0
split_feature=1 12 12 3 4 39 457 150 4 3 43 1 38 14 0 150 3 474 0 4 48 16 3 157 16 48 3 11 12 16
split_gain=110.303 21.2794 19.5324 13.9343 15.2028 8.17517 8.75427 7.53304 7.1032 7.34906 6.47888 4.474 4.36084 3.7706 3.66376 3.51153 3.42509 3.17488 2.87223 3.78707 2.47384 2.24619 2.19055 1.89182 1.71995 3.41183 4.92609 1.61275 1.27162 2.84843
threshold=0.10089500000000001 -0.064509999999999984 0.079890000000000017 0.16158000000000003 0.27834500000000006 0.15438500000000002 0.080930000000000016 -1.0000000180025095e-35 0.40124500000000002 0.097915000000000016 -0.079109999999999986 1.0000000180025095e-35 0.10657000000000001 -0.45687499999999998 -0.10607499999999999 0.097810000000000022 -0.097604999999999983 0.084660000000000027 -0.060129999999999996 -0.27825499999999997 0.088875000000000023 0.023255000000000001 -0.10023499999999998 -0.080544999999999992 -0.056919999999999991 0.085845000000000019 0.084940000000000015 0.090920000000000015 0.09141500000000001 0.033715000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 12 10 4 5 6 14 -6 9 16 11 21 -2 -9 20 17 18 22 23 -20 -3 -1 -12 -4 25 26 -24 -15 29 -16
right_child=1 3 8 -5 7 -7 -8 13 -10 -11 15 -13 -14 27 28 -17 -18 -19 19 -21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0027444365527881571 0.0043743085992689543 0.0010836595587968988 -6.2274217036193156e-05 0.0041121984638800924 -0.0024590876808941492 0.0043036759775459807 0.0029108917090094975 0.00024465897465319238 0.0042166292104656765 0.0010623110097417461 2.4812682291381314e-05 0.0033626797258472342 -0.00023813973833047638 0.0043941768405093753 0.00059649354194800776 0.0017752947724735762 -0.0038016660524340341 0.00063947030556891853 -0.0025018534250888622 0.0022098235017696819 -0.0029790022094018766 0.0016325124365886255 -0.0028351276636879438 -0.0036940289044761652 -0.0039356338805114979 -0.0046764570053413916 0.0034211028305289695 0.0016137201153468362 -0.0040313282650736911 -0.0041435102709567115
leaf_weight=3.5531865432858449 34.951311811804771 4.8351094424724561 2.1850134506821659 13.042830407619475 4.0638848245143917 2.9826399236917487 4.258418306708335 5.2113244086504009 1.6557750701904286 4.7872844636440268 4.0302379280328777 7.4748442620038986 2.9773869663476935 13.233385637402536 2.9281565099954667 3.8670419454574576 124.19755395501852 5.3671506792306891 6.3204143345355988 3.574846036732195 3.4289469718933105 2.8108924105763435 4.2859724611043966 15.820936448872091 10.933003582060337 3.7974492982029915 2.7755506113171577 3.5390106737613669 15.56635447591543 4.0358938649296761
leaf_count=27 234 26 16 83 22 15 21 30 9 20 22 43 18 84 17 19 1710 39 46 21 22 14 37 172 105 26 15 20 155 33
internal_value=0 0.00176858 -0.00269795 0.000665207 -3.63588e-05 -0.00151102 -0.00200579 0.00211698 -0.00332141 -0.00340097 -0.000676397 0.00144324 0.00401223 0.00296291 -0.00268569 -0.00151315 -0.00354145 -0.00192087 -0.00238312 -0.000799673 -0.000602032 -0.000811222 -0.00245303 -0.00325332 -0.00291129 -0.00187996 -0.000376099 0.00380749 -0.00344997 -0.00215049
internal_weight=0 115.055 207.437 77.126 64.0831 38.0355 35.0529 26.0476 158.542 156.886 48.8953 13.8389 37.9287 21.9837 30.7945 35.0564 152.099 31.1894 27.9012 9.89526 8.26406 6.36408 25.8222 18.0059 21.792 10.859 7.06152 16.7724 22.5304 6.96405
internal_count=3121 780 2341 528 445 289 274 156 1994 1985 347 84 252 134 253 263 1965 244 255 67 48 41 205 188 183 78 52 104 205 50
is_linear=0
shrinkage=0.00365857


Tree=30
num_leaves=31
num_cat=0
split_feature=1 12 12 3 4 39 48 457 16 15 4 4 0 1 47 4 150 38 1 14 16 0 151 2 0 457 48 48 49 15
split_gain=96.2625 18.9484 18.2618 12.2114 12.9246 10.0532 7.8084 7.58818 7.31087 6.95933 6.74138 5.54768 9.84933 8.42713 6.75996 5.81852 5.2413 4.08728 3.7044 3.60477 4.21736 3.52104 2.98008 3.26696 2.44299 2.2325 3.996 2.05113 1.26462 1.10307
threshold=0.10089500000000001 -0.064509999999999984 0.083370000000000014 0.16158000000000003 0.27834500000000006 0.16946000000000003 0.11926500000000002 0.080930000000000016 -0.51370499999999997 0.083195000000000005 -0.15764999999999998 -0.46376499999999993 -0.0058249999999999994 1.0000000180025095e-35 0.077555000000000013 0.0061450000000000003 0.087170000000000011 0.10657000000000001 0.080585000000000004 -1.0000000180025095e-35 0.051380000000000002 -0.10607499999999999 -0.085164999999999977 0.089125000000000024 0.14486500000000005 0.083995000000000014 0.085130000000000025 0.088875000000000023 0.13725000000000001 -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 17 9 4 5 7 19 21 -4 11 18 -1 13 29 15 16 22 -2 24 20 -6 27 -15 -24 -10 -12 -27 -3 -23 -13
right_child=1 3 8 -5 6 -7 -8 -9 10 -11 25 12 -14 14 -16 -17 -18 -19 -20 -21 -22 28 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0024926203206426349 0.0030610999075168116 0.00069930596070284638 0.0016432945101129269 0.0028531849417123487 -0.0014323601819300012 0.0041152748816091498 -0.002130078630685278 0.0019236744946934563 0.001485635448703873 -0.0030932453468255176 -0.0027354431535553422 -0.0029355322858149839 0.0031778635226912535 0.0030740662503045677 -0.0022737662791065543 0.0031990679797298297 -0.002752340116551991 -0.00015364524592561315 -0.00321719090320393 0.0027671278781295789 0.0027114576474308715 -0.0026316651368411071 -0.0016913309620848211 0.0018477594898738481 -0.0011844348480478629 -0.002871466389993462 0.0014138450083624895 -0.0019763971307465164 -0.00052847556674804057 -0.00066642124263291045
leaf_weight=6.4749709852039805 32.421776041388512 4.8437377065420133 3.0517277717590323 12.197536587715147 3.7241501212120118 2.4507213979959479 3.6463192701339713 4.1708531230688086 4.8259484842419607 6.693175494670867 117.81898038834333 7.8262471184134483 6.1985777094960204 3.3732582330703744 5.254953794181346 6.1685590520501128 3.3142561092972747 2.9832711890339842 2.9036872237920752 14.612359277904032 3.1160508841276169 19.405707452446229 3.5978507176041647 3.6089989542961121 4.6455150544643402 3.6771248430013648 2.5422938913106918 3.3460457026958466 2.1985591799020758 1.8249107226729373
leaf_count=60 234 26 27 83 20 13 19 21 27 69 1732 90 32 19 41 32 21 18 23 97 20 194 29 19 34 50 21 22 13 15
internal_value=0 0.00120992 -0.00187631 0.000450884 -2.54619e-05 -0.00102561 0.00142564 -0.00139655 -0.00237988 -0.000583764 -0.00246989 -0.000231213 0.000124468 -0.000416774 0.000379817 0.00107485 0.000131785 0.00279022 -0.000620148 0.00203001 0.000455354 -0.00186135 0.00103525 8.09516e-05 0.000176033 -0.00265443 -0.00111977 -0.000393888 -0.00241763 -0.00250647
internal_weight=0 109.117 193.801 73.712 61.5145 36.4156 25.0989 33.9649 139.465 54.3358 136.414 47.6426 41.1676 34.969 25.3179 20.0629 13.8944 35.405 12.3752 21.4526 6.8402 29.7941 10.5801 7.20685 9.47146 124.038 6.21942 8.18978 21.6043 9.65116
internal_count=3121 780 2341 528 445 289 156 276 1914 427 1887 358 298 266 161 120 88 252 84 137 40 255 67 48 61 1803 71 48 207 105
is_linear=0
shrinkage=0.00262822


Tree=31
num_leaves=31
num_cat=0
split_feature=1 12 12 1 13 4 48 4 3 43 1 4 447 3 0 4 0 2 49 3 0 43 52 4 4 3 1429 133 16 159
split_gain=124.567 23.5469 20.3669 17.2109 13.0531 10.7074 10.2538 8.57251 8.08052 7.48594 4.75543 4.28988 3.27207 3.1903 3.08462 4.50939 3.05641 3.05097 3.99393 2.77959 2.59371 2.17113 2.80838 3.11423 2.40719 3.07644 1.99818 1.77712 1.57662 1.4549
threshold=0.10089500000000001 0.051320000000000005 0.079890000000000017 0.13021500000000003 -0.0025349999999999995 0.40473500000000007 0.11951500000000001 0.40124500000000002 0.097915000000000016 -0.073404999999999984 1.0000000180025095e-35 -0.036839999999999991 0.084700000000000011 -0.097604999999999983 -0.060129999999999996 -0.27825499999999997 -0.10607499999999999 0.121465 -0.039339999999999993 0.11296500000000002 0.024095000000000002 -1.0000000180025095e-35 0.10898500000000001 -0.46376499999999993 -0.084564999999999987 0.090900000000000009 0.08401500000000002 -0.082724999999999979 -0.010699999999999999 -0.4205299999999999
decision_type=2 2 2 2 2 2 2 2 2 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 5 27 16 11 8 13 10 20 -6 21 14 26 -16 -3 18 -13 -20 -1 -11 23 -23 -25 -26 -4 -2 -5 -18
right_child=1 3 7 28 6 -7 -8 -9 -10 12 -12 17 -14 -15 15 -17 29 -19 19 -21 -22 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0026140797187575318 0.001747373343672774 -0.00027025739830864885 -0.0030267619752633655 0.0038210748738916052 -0.0015521473655850317 0.0015760072919951569 -0.0022459471766813699 0.0037703466858539014 0.00097453368610705396 -0.0034657944235257578 0.002646346428008082 0.0032205633257600297 0.00172666724452274 -0.0030862446099689874 -0.0021218585268395016 0.0020169843939628236 -0.00084028949937111816 0.0039773506565470547 0.0015950506219946554 -0.0017384143097226084 0.0010920209540462216 -0.0033857941558369212 -0.0034694784548042162 0.0016080263736462771 -0.0019532814142885339 0.00072951567395905905 0.00013599192183415631 0.0035309694527277205 0.0014202249937452017 -0.0034205819665083428
leaf_weight=3.16577374190092 5.4171643555164328 4.0357788354158428 17.125522784888751 6.2729814499616623 2.917679205536845 7.1268418431282035 6.8956139832735053 1.7416932880878437 4.8005277365446082 4.5503157004714003 8.30990222096443 7.0100971609354099 2.8007876724004737 133.44308536499739 6.6045461818575859 3.4663996547460538 2.1494723930955031 6.257262095808982 5.4028614610433543 3.5991094410419464 3.3630639463663101 3.6045235618948963 4.2580863982439032 4.0384580269455954 9.7362468391656858 5.9450548589229593 1.9182516112923611 44.06296643614769 3.7886456698179227 15.457526743412012
leaf_count=27 33 21 175 37 19 38 39 9 20 41 46 41 17 1710 46 21 18 37 31 19 15 39 39 23 70 30 13 276 22 149
internal_value=0 0.00149236 -0.00222915 -0.000391139 0.00238908 -0.00154811 0.000929133 -0.00271549 -0.00278299 -0.000576844 0.00117179 0.0017984 -0.00131961 -0.00289395 -0.0020126 -0.000697277 -0.00257687 0.00223738 0.00155742 0.000262286 -0.000705033 -0.00158514 -0.00127488 -0.000874233 -0.000415151 -0.000936186 -0.00270818 0.0033357 0.00291705 -0.00310558
internal_weight=0 120.394 218.872 38.8312 81.5628 28.7696 32.0826 169.1 167.358 49.7722 14.8387 25.187 34.9335 162.558 29.1147 10.0709 21.6428 22.2693 16.0121 9.00197 6.52884 32.1327 27.5824 23.3243 19.7198 15.6813 19.0438 49.4801 10.0616 17.607
internal_count=3121 780 2341 285 495 226 186 1994 1985 347 88 147 259 1965 255 67 188 128 91 50 42 242 201 162 123 100 188 309 59 167
is_linear=0
shrinkage=0.00293864


Tree=32
num_leaves=31
num_cat=0
split_feature=1 12 12 47 4 50 16 4 15 131 1 4 0 1 47 4 150 38 42 1 0 147 15 151 2 457 49 0 43 160
split_gain=89.845 17.7707 17.2044 11.4804 13.3702 11.6883 6.79192 6.62218 6.33614 5.75173 4.8068 4.77796 8.44223 7.74801 5.97269 5.56208 4.20599 3.91403 3.60517 3.31794 3.16941 3.46005 2.37853 2.34658 2.51834 2.17958 3.6113 1.96753 1.55561 1.90593
threshold=0.10089500000000001 -0.064509999999999984 0.083370000000000014 0.086785000000000015 -0.17966999999999997 0.11720500000000002 -0.51370499999999997 -0.15764999999999998 0.083195000000000005 0.089325000000000015 0.14000500000000002 -0.46376499999999993 -0.0058249999999999994 0.077565000000000009 0.077555000000000013 0.0067750000000000006 0.087380000000000013 0.10657000000000001 -0.090989999999999988 0.080585000000000004 -0.14920999999999998 0.089025000000000007 -0.14712999999999996 -0.085164999999999977 0.090425000000000019 0.083995000000000014 -0.076109999999999997 0.14486500000000005 -0.074359999999999996 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 17 8 4 -3 9 -4 19 11 18 22 -1 13 -13 15 16 23 -2 -6 27 21 -20 -5 -15 -25 -9 -27 -8 29 -24
right_child=1 3 6 10 5 -7 7 25 -10 -11 -12 12 -14 14 -16 -17 -18 -19 20 -21 -22 -23 28 24 -26 26 -28 -29 -30 -31
leaf_value=-0.0028403491510782357 0.0036114511138233343 -0.0033726772390999132 0.0017448309297024335 0.00017006178152594758 -0.00046283037476839634 -0.0039556670148102385 0.0015247659935789316 -0.0032462384775115791 -0.0036465211580190321 -0.0018810755662825476 0.0017924593036633158 -0.0028485814029615185 0.0035312556827659818 0.0033927476024688229 -0.0025748413749713765 0.0040410655870048388 -0.0028033751296147628 -0.00013635535785018092 3.1835604841732433e-05 -0.0037768707108184244 0.0034868825756349756 0.0036957122983976463 -0.0037393613767447518 -0.0014562050067978786 0.002279447866864865 0.0014791831586065541 -0.0034039115410072819 -0.0013276105743316141 -0.0036914153429421729 6.7360297727517057e-05
leaf_weight=6.2561253085732451 31.151582323014736 5.39041694253683 3.1599187776446334 3.3364264518022582 3.462987393140792 3.1820608004927626 4.9524569511413556 112.17724924907088 6.293452125042676 3.0409359633922568 3.6299174055457106 9.8312367759644967 6.0582404732704154 3.3318218588829049 5.0664680376648894 5.1886883527040473 3.4118896275758734 3.0194047987461081 6.5557701960205979 2.734407275915145 25.906183168292049 4.1628301665186882 2.204525925219059 4.0109451860189482 3.2086440548300743 2.6104111820459366 3.5045419186353675 4.6146841421723366 7.8493245877325499 3.1636779531836545
leaf_count=60 234 68 27 20 19 23 27 1732 69 20 20 110 32 19 41 27 21 18 36 23 176 27 20 31 17 20 51 34 65 34
internal_value=0 0.00141429 -0.00220913 0.000527275 0.00131206 0.00185734 -0.00280823 -0.0029184 -0.000687381 0.00228623 -0.00148295 -0.000285708 0.000112771 -0.000495458 0.000459768 0.00126254 0.00023006 0.00328029 0.00260235 -0.000723703 0.00289217 0.00145479 -0.00220117 0.00121095 0.000204053 -0.00314663 -0.00131937 0.00014893 -0.00279973 -0.00149592
internal_weight=0 106.056 186.411 71.8851 51.7012 46.3108 133.754 130.594 52.6575 43.1287 20.1839 46.3641 40.1079 34.0497 24.2185 19.152 13.9633 34.171 40.0878 12.3015 36.6248 10.7186 16.554 10.5514 7.21959 118.292 6.11495 9.56714 13.2175 5.3682
internal_count=3121 780 2341 528 369 301 1914 1887 427 278 159 358 298 266 156 115 88 252 258 84 239 63 139 67 48 1803 71 61 119 54
is_linear=0
shrinkage=0.00314295


Tree=33
num_leaves=31
num_cat=0
split_feature=1 12 12 3 4 39 48 3 4 457 14 376 132 0 16 124 3 4 49 14 52 0 457 16 0 4 42 3 0 49
split_gain=78.4902 15.8721 15.7991 10.4421 10.9206 8.29336 7.40963 6.66596 6.27637 6.25318 5.78848 5.74067 6.21044 5.67932 5.8879 3.8168 3.6827 3.38848 3.27679 3.24657 4.14964 3.06835 2.2037 2.91287 2.05494 1.94144 1.03627 1.02228 1.27716 0.953313
threshold=0.10089500000000001 -0.064509999999999984 0.083370000000000014 0.16158000000000003 0.27834500000000006 0.16946000000000003 0.12230500000000001 0.10732000000000001 0.40124500000000002 0.080930000000000016 0.062655000000000016 0.049360000000000008 0.081465000000000024 -0.13027499999999997 -0.0087049999999999992 -0.088544999999999985 -0.12711499999999995 -0.15764999999999998 0.13984500000000002 -1.0000000180025095e-35 -0.063789999999999986 0.11070500000000001 0.082380000000000009 -0.094359999999999986 -0.10324499999999999 -0.0043399999999999992 0.088380000000000014 -0.074084999999999998 -0.055064999999999996 -0.081604999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 15 10 4 5 9 19 8 17 18 11 12 13 14 22 -2 -15 21 24 20 -6 -4 23 -1 -3 -13 -26 28 -28 -19
right_child=1 3 7 -5 6 -7 -8 -9 -10 -11 -12 25 -14 16 -16 -17 -18 29 -20 -21 -22 -23 -24 -25 26 -27 27 -29 -30 -31
leaf_value=0.0002654916728539624 0.00033866868627937619 -0.0009477136693126295 0.0004188980439128965 0.0030829226351685585 0.0027768938422387261 0.0043886760999477014 -0.00258467803577024 0.0010496174623934942 0.0032569300890815138 0.0019483918309745321 -0.003596162083001665 0.0036920938749695972 0.0029263300227633481 0.00040829551961398664 0.0040384721767233005 0.0033820979667001645 -0.0027332468585633072 -0.0016976129764417285 0.00075157364525708459 0.0030026506146107455 -0.0019850864212436134 -0.0029205045329660497 0.00091535203346252998 -0.0035637548869816918 -0.0034691610065987763 0.00041503717036913041 -0.0024278188168510009 -0.0035479008821144285 0.00066493554496170821 -0.0029945840894496471
leaf_weight=3.3841535300016394 4.1255034282803562 6.6202240362763396 5.2440851107239705 11.14250638335943 3.2676830515265465 2.2419559732079497 3.2957336753606787 4.2645253986120215 1.5185315757989872 4.0405766218900672 5.0942797884345046 3.7134573981165886 3.7068564519286147 4.0671703815460196 2.9466640278696969 27.720876343548298 16.221684981137521 5.1871193647384635 3.3659581467509261 13.678998894989489 3.1148675903678003 4.4178630374372005 4.7610139921307564 3.5443085506558409 10.509236034005889 2.7363936156034461 3.0459910482168198 2.5529259592294684 1.8828766383230684 103.18516202643514
leaf_count=23 27 39 33 83 22 13 18 18 9 21 49 21 24 21 16 225 195 64 21 98 18 41 25 31 114 22 35 24 22 1749
internal_value=0 0.00126491 -0.00201079 0.000466927 -3.89777e-05 -0.00110016 0.00151754 -0.00257707 -0.00270644 -0.00148451 -0.000613402 -0.000276347 -0.000706783 -0.00109239 0.000309196 0.00298784 -0.00210348 -0.00278316 -0.0019803 0.00219145 0.000452911 -0.00110802 -0.000630873 -0.00169339 -0.00235392 0.00230178 -0.00287137 -0.00203169 -0.00124636 -0.00293251
internal_weight=0 100.606 173.993 68.7595 57.617 34.2597 23.3573 123.817 119.553 32.0178 50.176 45.0817 38.6319 34.925 14.6361 31.8464 20.2889 118.034 27.9772 20.0615 6.38255 9.66195 11.6895 6.92846 24.6113 6.44985 17.991 7.48179 4.92887 108.372
internal_count=3121 780 2341 528 445 289 156 1914 1896 276 427 378 335 311 95 252 216 1887 255 138 40 74 79 54 234 43 195 81 57 1813
is_linear=0
shrinkage=0.00295206


Tree=34
num_leaves=31
num_cat=0
split_feature=1 12 12 3 4 48 3 4 15 39 457 4 0 1 47 4 38 0 12 13 160 14 52 0 16 474 2 48 12 16
split_gain=68.4878 14.6597 14.1254 9.16454 9.32844 6.30849 6.10363 5.53796 5.30542 4.6805 5.18195 4.08538 6.44267 5.94995 4.71214 4.46596 3.86811 3.56997 4.34462 3.56784 3.38278 2.85536 3.52989 2.82494 2.52103 3.21791 2.1951 1.67824 1.48906 3.05323
threshold=0.10089500000000001 0.083370000000000014 -0.064509999999999984 0.16158000000000003 0.27834500000000006 0.12230500000000001 0.10732000000000001 0.40124500000000002 0.083195000000000005 0.15438500000000002 0.080930000000000016 -0.46376499999999993 -0.070154999999999981 1.0000000180025095e-35 0.077555000000000013 0.0052350000000000009 0.10657000000000001 -0.060129999999999996 0.09334000000000002 -0.017449999999999997 0.086075000000000013 -1.0000000180025095e-35 -0.063789999999999986 -0.10607499999999999 -0.066924999999999985 0.083855000000000013 0.10097500000000002 0.088875000000000023 0.09141500000000001 0.023255000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 16 4 9 21 7 17 11 10 23 -1 13 -13 15 20 -2 -3 19 -19 24 22 -6 27 -15 -26 -14 -4 29 -25
right_child=2 6 3 -5 5 -7 -8 -9 -10 -11 -12 12 26 14 -16 -17 -18 18 -20 -21 -22 -23 -24 28 25 -27 -28 -29 -30 -31
leaf_value=-0.0028009367300336598 0.0035645864513351097 -0.0032203619774169518 0.00082486508902200129 0.0032749007458967934 0.0029183822324928672 -0.002624386445776223 0.0010351492813596072 0.0033780432733432749 -0.0036690362599464581 0.0031104731107585814 0.0019662292280353991 -0.0032087478596963311 0.0040148265630446994 0.0031476796617522724 -0.0028135920691200939 0.0032983103837407254 -0.00036531954334628053 -0.0021298640499990643 -0.0032167660591596778 0.0026084750173961113 -0.0032526239186344585 0.0031493879593103334 -0.0019893521587073509 0.0012994766296831025 -0.0028956392015378352 0.0020481908759008242 0.00069780486096121031 -0.0021954641319936177 -0.0033529868564560802 -0.0033631284814690681
leaf_weight=5.7297914773225775 26.777097456157211 94.946698810905218 4.7529290691018122 10.399272732436655 3.0809102207422256 3.2106316685676566 4.2707386612892142 1.4497679397463787 5.3767856359481803 2.5134888663887969 3.9592144042253485 6.9487783573567858 4.9189857095479983 3.1286375746130961 4.2627578638494006 5.8309271261095992 2.9151611775159827 3.1083925366401672 7.1528905145823956 3.599680580198763 2.8375570550560942 12.921530492603777 3.0723895132541719 2.5559227094054284 2.8415094353258645 2.6904560327529907 3.6466011852025986 3.2525111585855484 12.345492687076328 3.4831649325788021
leaf_count=60 234 1735 26 83 22 18 18 9 69 15 21 92 30 18 39 33 18 25 104 23 19 98 18 16 27 15 25 22 155 34
internal_value=0 -0.00213422 0.00132491 0.000485147 -4.0916e-05 0.00157718 -0.00276512 -0.00291232 -0.000635521 -0.00113821 -0.00149008 -0.000254753 0.000138418 -0.000601154 0.000238033 0.000988698 0.00317875 -0.00299614 -0.00146021 0.000412819 -0.000182549 0.00228438 0.000467913 -0.00200862 0.00082333 -0.000491221 0.00260268 -0.000402257 -0.0027081 -0.00138977
internal_weight=0 162.741 95.2397 65.5475 55.1482 22.2855 114.528 110.257 48.2128 32.8627 30.3492 42.836 37.1062 28.5406 21.5918 17.3291 29.6923 108.808 13.861 6.70807 11.4982 19.0748 6.1533 26.39 8.6606 5.53197 8.56559 8.00544 18.3846 6.03909
internal_count=3121 2341 780 528 445 156 1914 1896 427 289 274 358 298 243 151 112 252 1887 152 48 79 138 40 253 60 42 55 48 205 50
is_linear=0
shrinkage=0.00323985


Tree=35
num_leaves=31
num_cat=0
split_feature=1 12 12 47 4 50 0 16 14 123 3 2 0 124 16 43 1 42 4 2 376 160 15 2 15 43 160 457 2 1
split_gain=59.8502 13.4799 12.6073 8.37445 9.03161 8.45547 5.61641 6.41942 4.94723 4.7031 5.02553 4.55941 4.48892 3.82557 3.74113 3.65672 3.60082 3.40485 3.32161 3.70861 3.20398 2.3917 2.37256 1.89032 1.8209 1.68643 1.89286 1.61875 3.34429 1.51547
threshold=0.10089500000000001 0.083370000000000014 -0.064509999999999984 0.086785000000000015 -0.17966999999999997 0.11720500000000002 -0.060129999999999996 -0.51370499999999997 0.062655000000000016 1.0000000180025095e-35 -0.12018999999999998 0.12669500000000003 -0.13027499999999997 -0.088544999999999985 0.071345000000000006 -0.079329999999999984 0.14000500000000002 0.092620000000000022 -0.49405499999999997 0.10327000000000001 0.049360000000000008 -0.079279999999999975 -0.008624999999999999 0.090675000000000019 -0.14712999999999996 -0.074359999999999996 -1.0000000180025095e-35 0.083995000000000014 0.089885000000000007 0.080000000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 13 4 -4 11 7 -3 9 10 29 14 22 -2 15 -6 24 18 -8 -20 -11 -17 23 -12 -5 26 -26 -9 -29 -1
right_child=2 6 3 16 5 -7 17 27 -10 20 12 -13 -14 -15 -16 21 -18 -19 19 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.00020715123118268273 0.00010703987842418897 0.001687374813514478 -0.0030815301195631366 8.6657415106211442e-05 -0.00038852519552095834 -0.003645435225036851 -0.0024992010699688271 -0.0030794253586716586 -0.0036238632844998175 -0.00038165935629705752 -0.0021139467429751066 0.0035369633836729725 -0.0027060329513370071 0.0033500966962763598 -0.0015873573688173065 -0.00011931516153546842 0.001501476019133019 -0.0033048309966380546 0.0025603309172470127 -0.0015322568863904672 0.0032581163489528811 0.0029505065928780469 0.0022462818460825505 0.00069581263523061407 -0.0035432207260752096 -0.003501899907331412 0.00038488403252715908 -0.0033014256462444744 0.0018384486906036909 0.0029150604470490177
leaf_weight=4.5659253671765283 3.9049296751618412 2.806816615164279 4.2333672493696204 3.1251450739800939 5.686196573078635 2.6651912406086913 3.6990501843392858 81.933793313801289 4.4098902232944956 3.9194192886352521 5.0734170004725438 11.571104064583777 12.756037607789045 23.741972491145134 3.687192950397729 2.815805569291121 3.3958626464009276 4.0579863861203185 5.1718970090150833 3.3723829016089439 5.1716790720820427 13.840493876487015 2.9520000815391532 3.9077299162745476 1.8503097817301748 6.7563177980482578 2.9090680293738842 2.9696838594973078 1.9226514995098112 3.2698566466569901
leaf_count=24 27 27 68 20 35 23 30 1652 49 32 40 92 183 225 25 18 20 67 28 40 35 108 20 23 20 65 34 46 24 21
internal_value=0 -0.00193778 0.00118463 0.000429787 0.00113718 0.00158072 -0.00253387 -0.00283202 -0.000565816 -0.000241767 -0.000781414 0.00195115 -0.0014538 0.00289204 0.00124621 0.00171383 -0.00131547 -0.000894481 -9.55834e-05 0.000945008 0.00168891 0.00243154 -0.000115214 -0.00089141 -0.00196884 -0.00252667 -0.00114225 -0.00297812 -0.00128149 0.00133716
internal_weight=0 151.96 90.183 62.5361 44.4994 40.266 105.934 89.6329 46.026 41.6161 32.525 37.6008 24.6892 27.6469 26.0297 22.3425 18.0367 16.3013 12.2433 8.54428 9.0911 16.6563 11.9331 8.98115 14.6408 11.5157 4.75938 86.8261 4.89234 7.83578
internal_count=3121 2341 780 528 369 301 1914 1749 427 378 311 278 266 252 186 161 159 165 98 68 67 126 83 63 139 119 54 1722 70 45
is_linear=0
shrinkage=0.00303632


Tree=36
num_leaves=31
num_cat=0
split_feature=1 52 12 47 52 3 0 15 14 132 133 13 3 12 50 376 151 159 0 42 4 2 48 2 12 1 42 43 2 15
split_gain=71.493 16.1296 15.1643 11.1585 7.77917 7.06971 6.41314 5.48978 5.01845 4.55727 6.23972 6.15654 4.5165 4.4812 6.24875 4.29355 5.40099 4.22889 3.7661 3.37447 3.27614 3.03525 2.20949 2.15695 2.44767 2.08953 1.6153 1.57349 1.34036 1.20782
threshold=0.099195000000000019 -0.26636999999999994 0.083370000000000014 0.087885000000000019 0.19022000000000003 0.10732000000000001 -0.061629999999999997 -0.15026499999999995 0.062655000000000016 0.081465000000000024 -0.0061299999999999992 -0.090204999999999994 -0.097604999999999983 -1.0000000180025095e-35 0.096530000000000019 0.049360000000000008 -0.024429999999999997 -0.10296999999999999 -0.23091999999999999 0.084635000000000016 -0.033174999999999989 0.089125000000000024 0.11270000000000001 0.091265000000000013 0.092200000000000018 0.13210500000000003 -0.035074999999999988 -1.0000000180025095e-35 0.079055000000000014 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 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 8 4 13 12 7 -5 9 10 -1 27 19 -3 20 16 -13 -6 -18 23 -15 -21 26 -4 -25 -9 -22 -12 -20 -2
right_child=1 3 5 6 17 -7 -8 25 -10 -11 11 15 -14 14 -16 -17 18 -19 28 21 22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0032788070468828972 -0.0012681395161007448 0.0033702325175215993 -0.0032846062152510451 0.0012768037517544508 0.0012139003430368968 0.0012036562232246261 0.0031798203651989994 -0.0027685822525347435 -0.0034329050971281514 0.0027912121382285462 0.0012351945770573114 0.0014226428724513434 -0.0029065366676121998 0.00012701561520981849 -0.0023720114590956758 0.0026570647202273424 0.0013800426287364621 -0.0034505544577654568 -0.00065392249410499924 0.0023171387416562861 0.0009179756412387107 -0.0017629439990698248 7.7733316911923051e-05 0.00090348238567591194 -0.0025845258369716598 0.00023180355706816155 0.0031430354195432922 0.0043043635148188562 -0.0028294530603905524 -0.0032903330114579152
leaf_weight=5.7140409015119067 4.9033748209476471 27.170687079429626 7.1168745234608668 6.0404555052518889 3.7486635819077492 4.1966974735260001 3.8146283477544776 9.0722368583083135 4.4102487154304972 3.8931202478706828 2.8137252032756805 5.7265139557421305 87.509352121502161 5.4924992546439126 2.7597639337182036 3.018763802945613 2.6136365011334481 2.8716104030609122 2.9711650051176468 3.2540533803403369 3.1364520639181199 2.8711306564509869 2.6616840064525595 3.0742421075701714 3.7192359305918217 2.4705463126301774 21.032270535826687 2.776184611022475 11.692658014595507 4.9809138588607293
leaf_count=74 49 236 96 38 29 18 27 78 48 26 28 39 1660 32 18 17 19 17 27 28 19 28 13 19 49 19 160 14 115 81
internal_value=0 0.00122057 -0.00190546 0.00160465 0.00217146 -0.00247921 -0.000219753 -0.00095728 -0.000500447 -0.000186694 -0.000497285 5.47983e-06 -0.00262292 0.00248845 0.00180553 -0.000586102 -0.0010117 -0.000809354 -0.00181854 -0.00138417 0.00216221 0.000404633 0.00257884 -0.00217184 -0.0010061 -0.0021264 0.00285428 0.00275947 -0.00238865 -0.00228717
internal_weight=0 100.156 157.372 90.2715 68.8736 111.742 21.3979 17.5832 45.6301 41.2198 37.3267 31.6126 107.545 62.2534 35.0827 26.0227 23.004 6.62027 17.2775 20.0355 32.3229 6.12518 26.8304 13.9104 6.79348 11.5428 24.1687 5.58991 14.6638 9.88429
internal_count=3121 816 2305 686 524 1898 162 135 407 359 333 259 1880 478 242 217 200 46 161 220 224 56 192 164 68 97 179 42 142 130
is_linear=0
shrinkage=0.00289235


Tree=37
num_leaves=31
num_cat=0
split_feature=4 123 151 3 133 50 47 52 150 13 39 457 1 49 1 16 0 49 13 51 12 48 11 1374 0 3 1 15 14 1
split_gain=68.7551 25.5092 17.6398 17.5228 9.63484 8.0058 7.42909 4.83419 4.01926 3.91444 3.755 2.69462 4.4599 2.55268 1.91202 3.01692 1.80252 4.98544 2.82168 1.71205 1.13893 1.11636 1.00212 0.789232 0.8882 1.64762 1.47806 0.827548 1.07745 1.41796
threshold=0.27834500000000006 1.0000000180025095e-35 -0.27559499999999998 0.20828500000000003 -1.0000000180025095e-35 0.11875500000000001 0.12794000000000003 0.14295500000000003 -0.099594999999999975 -1.0000000180025095e-35 0.14059500000000003 0.080930000000000016 0.088340000000000016 -0.056454999999999991 0.111945 -0.54165499999999989 0.041630000000000007 0.082865000000000008 -0.070999999999999994 0.080335000000000018 -0.094384999999999983 0.088875000000000023 0.081790000000000015 0.093750000000000014 -0.10096999999999999 -0.15713499999999997 0.10538500000000002 -0.10203999999999998 0.062655000000000016 0.077565000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 8 -3 6 14 9 -1 20 11 16 21 -14 15 -4 22 18 -18 -5 -6 -13 23 24 26 -26 27 -10 29 -29
right_child=2 4 5 19 7 -7 -8 -9 10 -11 -12 12 13 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.00031183642139253335 -0.0037870764022346287 -0.0026817863905029288 0.0026019777778987911 5.5425841992789258e-05 0.00067053617983233794 -0.00218116341970404 -0.0023408717396359233 -0.002035554931782875 -0.0028140264137837051 -0.00083520823264047594 0.00015960302433373858 -0.0026131092766996894 0.0010613351229800949 -0.0016193077702481131 0.0024701147951965686 -5.7471357023708177e-05 -0.00070132735291232205 0.00050554146774299687 -0.0026321182691479844 0.0024681756542396073 0.0025025827223721904 -0.0012358326850076993 -0.0032512977477905112 -0.0034845510829863819 -0.00017883793592971597 -0.0025679465333903542 -0.0012548557745614701 -0.0022803986100643049 -0.0028217266845030889 -0.00084665077396761125
leaf_weight=4.4843957945704451 3.411614552140235 4.2728974148631123 3.9692268371582031 2.470708653330802 2.0437800660729399 2.6649073287844649 1.9637674912810315 2.1174504831433287 13.584245555102823 2.6715350747108451 2.7386707440018645 13.646705269813543 3.5951922759413719 3.3334527537226668 19.860327161848545 4.3566653430461937 4.4505268931388917 3.5005834996700278 21.43772280216217 3.4061786234378815 8.62430891394615 3.6272375881671897 9.3138135448098165 4.0372163653373709 1.4138331115245808 238.71960479021072 6.683510608971118 9.6346999704837817 7.1938436701893798 5.1561128720641127
leaf_count=27 15 25 38 23 16 14 10 15 87 16 19 89 23 19 228 35 23 20 143 39 96 19 51 23 8 1830 37 62 45 26
internal_value=0 -0.00219239 0.000988369 -0.0023254 0.000251039 0.00148485 0.00180888 0.00106178 -0.00238769 0.00155343 -0.00241413 -0.00243431 -0.001724 -0.000228354 0.002098 0.00121038 -0.00248719 -0.00196599 -0.00230019 0.00145383 0.0021516 -0.0023239 -0.00253898 -0.00251582 -0.00250197 -0.00255388 -0.00220694 -0.00238584 -0.00212127 -0.00178059
internal_weight=0 382.158 36.2265 362.428 19.73 32.8149 30.15 15.4571 356.551 13.3396 352.067 349.328 24.2026 6.92865 28.1862 8.32589 325.126 29.3888 25.8882 5.87689 10.6681 17.2739 295.737 286.423 282.386 240.133 42.2524 35.5689 21.9847 14.7908
internal_count=3121 2781 340 2613 168 325 311 143 2551 128 2524 2505 150 42 301 73 2355 186 166 62 112 108 2169 2118 2095 1838 257 220 133 88
is_linear=0
shrinkage=0.00220661


Tree=38
num_leaves=31
num_cat=0
split_feature=1 123 47 52 52 3 3 2 484 11 15 16 1 43 52 51 15 15 1 49 50 1 3 15 0 48 12 43 16 42
split_gain=57.2444 15.7768 11.1476 8.48852 8.02062 7.25208 6.77043 5.17616 4.67519 5.69046 6.67624 4.66304 4.92683 3.80992 3.5418 3.91217 3.50792 3.6115 3.3484 2.5662 2.63381 2.37817 2.18337 2.02672 1.73638 1.44935 1.41844 1.25724 1.2143 1.12255
threshold=0.104035 1.0000000180025095e-35 0.085770000000000027 -0.24456499999999998 0.13796000000000003 -0.116045 -1.0000000180025095e-35 0.11510000000000002 -1.0000000180025095e-35 0.081790000000000015 0.079055000000000014 -0.061854999999999993 0.13288500000000003 -0.023869999999999995 0.11434500000000002 -0.096089999999999981 0.013270000000000002 -0.008624999999999999 0.09253500000000002 0.27293500000000009 0.10965000000000001 0.077845000000000011 0.090900000000000009 -0.055554999999999993 -0.14001499999999997 -0.078514999999999988 -0.16511999999999996 -0.50775499999999985 -0.5315899999999999 0.09112000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -2 19 8 24 -6 -1 10 21 12 13 -4 15 -8 17 22 -3 20 25 -10 -17 -13 -7 -5 -26 -28 -15 -20
right_child=2 18 11 4 7 6 14 -9 9 -11 -12 23 -14 28 -16 16 -18 -19 29 -21 -22 -23 -24 -25 26 -27 27 -29 -30 -31
leaf_value=-0.0031767953847502729 -0.0018618995299055315 -0.00064503475221945258 0.0014734478979238936 0.00085242740867207947 -0.0030587699460122232 -8.8950817566681327e-05 -0.0030816950355257956 0.0018719921597509825 0.00048621905186487261 -0.002608035511330022 -0.0024909764164747195 -0.0030488369886465562 0.0034569796860729578 -0.00059018596285017309 -0.0034217773476610783 -0.0018052896633973733 -0.0025971694266123291 0.0023961043410834115 0.0029558740931377916 -0.00041449997189896965 5.1188948491077727e-06 0.0028898234465465898 0.00063284622520276936 -0.00043704853897696348 0.0032027107907169512 0.0027956852343298567 -0.00051663449822910898 -0.0027088210565703479 -0.002975542560514638 0.0006792848891757847
leaf_weight=4.7222739234566715 4.7448834963142863 4.706595264375208 4.2787542939186087 3.0309181511402121 3.6026432141661635 1.964626122266053 4.0863216221332612 2.7305102497339249 6.5353481061756629 5.3824371881783 3.8557837419211856 5.9891560710966587 2.9562413543462744 2.9818052724003783 4.0565558820962897 4.8666189312934929 3.5286855995655051 4.589976310729976 5.1979965642094612 2.3837897181510916 2.9559530466794959 5.5566227696835995 5.9629187509417534 3.3971207924187166 0.30107222869992156 36.77423083782196 1.9444958828389634 103.57773267477751 3.2583796530962026 2.2703240066766739
leaf_count=48 53 34 29 26 25 20 54 18 36 66 43 67 22 18 36 35 29 25 45 14 19 36 33 25 2 352 22 1850 23 16
internal_value=0 -0.00182534 0.000948372 0.00159503 0.00191366 -0.00204963 -0.00230162 -0.000932894 -0.000744984 -0.000206608 0.000603885 -0.000641943 0.000376167 -0.000489664 -0.00109453 -0.000684684 -0.000167751 0.00038821 0.0011393 0.00231299 0.00246504 0.00159075 -0.000462813 -0.00210357 -0.00260501 0.00264772 -0.00265172 -0.00266842 -0.00183573 0.0022638
internal_weight=0 173.106 79.0844 56.2229 51.478 160.931 134.879 6.33315 26.0525 21.3302 15.9478 22.8615 13.4752 10.5189 27.0911 23.0345 18.9482 15.4195 12.1749 45.1449 42.7611 12.092 10.8295 9.38628 107.788 39.8051 105.823 105.522 6.24018 7.46832
internal_count=3121 2430 691 507 454 2335 2106 43 229 181 115 184 92 70 212 176 122 93 95 411 397 72 68 92 1894 378 1874 1872 41 61
is_linear=0
shrinkage=0.00270105


Tree=39
num_leaves=31
num_cat=0
split_feature=1 12 12 3 4 453 3 3 14 147 38 376 132 0 16 150 14 39 457 48 3 0 0 376 2 43 160 4 456 2
split_gain=50.1259 12.8886 10.8025 8.11685 7.35487 8.18023 4.98807 4.42018 3.99995 3.96833 3.91172 3.83858 4.70485 4.07209 4.15153 3.60129 2.85966 2.76848 3.12759 2.71768 2.66396 2.47295 2.41523 2.02883 1.7397 1.71918 2.70019 2.09769 1.48181 1.36676
threshold=0.10089500000000001 -0.064509999999999984 0.083370000000000014 0.16158000000000003 0.27834500000000006 1.0000000180025095e-35 0.10732000000000001 -0.097604999999999983 0.062655000000000016 0.094075000000000006 0.10657000000000001 0.049360000000000008 0.081465000000000024 -0.13027499999999997 -0.0087049999999999992 0.084120000000000014 -0.46825999999999995 0.12768500000000002 0.080930000000000016 0.11376500000000002 -0.12711499999999995 -0.060129999999999996 0.11070500000000001 0.086335000000000009 0.089885000000000007 -0.074359999999999996 -1.0000000180025095e-35 -0.0086549999999999978 0.086650000000000019 0.08647500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 8 4 9 16 7 15 11 17 28 12 13 14 24 21 -6 18 25 -18 -15 -4 -23 -13 29 26 -3 -28 -2 -1
right_child=1 3 6 -5 5 -7 -8 -9 -10 -11 -12 23 -14 20 -16 -17 19 -19 -20 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00057076607403377716 0.0031943306089454457 -0.0031830011883267799 -0.0028189952160305298 0.0026597983803824409 -0.00098489268382458183 -0.0039814395383471965 0.00062475842518281148 -0.0028380574922693557 -0.0033792485620497362 0.0022199746888630308 -0.00063221927392285624 0.0031222891279463569 0.0023974423502956116 4.389338625178794e-05 0.0030871820468530852 0.0016059049725288778 0.0028573252243898114 0.0014487291872213222 0.0014567106839898053 -0.0001066232377468404 -0.0026047472664237768 0.00058721907323830457 -0.0026410813807023442 -0.00028328555623316118 0.00023444817656869684 -0.002676484054249262 -0.0016945756069387211 0.0015620967326201022 0.00048817062664413048 -0.0034941875184353907
leaf_weight=2.6325309798121435 19.570903100073345 3.3904873132705688 9.4957696050405538 8.5261082425713521 2.693115718662745 2.3183900415897361 4.1646191328763953 83.108789581805468 4.3306574821472159 2.5339397341012946 2.752024993300437 3.2602985724806777 3.2676585651934138 3.8758630827069256 2.7778122276067689 2.8485556393861762 11.334924571216105 2.3760053738951674 2.242687262594699 3.2063105553388587 14.718112621456392 4.8253735825419435 3.0593928918242455 2.4947051778435707 6.1137238442897797 14.407271500676869 3.15482222661376 3.2379995062947398 1.7837438508868206 2.5373638495802879
leaf_count=20 218 31 146 83 20 13 18 1668 49 14 18 26 24 21 16 22 106 15 14 17 195 32 28 17 39 160 33 22 16 20
internal_value=0 0.000804285 -0.00193185 9.31323e-05 -0.000336837 0.0010312 -0.00242512 -0.00254803 -0.000779285 -0.00119025 0.00255725 -0.00050913 -0.000854394 -0.00117979 -2.5575e-05 -0.00135649 0.0017055 -0.0014902 -0.00175437 0.00220378 -0.00205265 -0.00184201 -0.000665404 0.00164603 -0.000791877 -0.00205207 -0.00113254 -4.50531e-05 0.00296829 -0.00200557
internal_weight=0 83.5287 153.511 59.4221 50.896 19.5527 107.503 103.338 46.0087 31.3432 24.1067 41.6781 35.9231 32.6554 14.0614 20.2291 17.2344 28.8093 26.4333 14.5412 18.594 17.3805 7.88477 5.755 11.2836 24.1906 9.78331 6.39282 21.3546 5.16989
internal_count=3121 780 2341 528 445 156 1914 1896 427 289 252 378 335 311 95 228 143 275 260 123 216 206 60 43 79 246 86 55 234 40
is_linear=0
shrinkage=0.00284239


Tree=40
num_leaves=31
num_cat=0
split_feature=1 12 12 16 2 3 48 50 3 51 52 474 1 0 52 47 48 42 3 16 159 2 0 51 4 51 47 49 4 52
split_gain=77.8699 19.0204 15.0297 12.4455 8.78192 7.11734 6.28917 5.29892 4.70026 4.5655 4.67421 4.55314 4.93105 4.17544 4.13128 3.81499 6.00143 3.63316 4.30235 2.36794 2.3191 2.28817 2.25847 2.19195 2.13408 1.98648 2.19329 1.96618 1.44227 1.37073
threshold=0.099195000000000019 -1.0000000180025095e-35 0.079890000000000017 -0.072804999999999981 0.11448000000000001 0.097915000000000016 0.12230500000000001 0.11941000000000002 -0.097604999999999983 -0.096089999999999981 0.19022000000000003 0.084660000000000027 0.093575000000000019 -0.070154999999999981 0.25317500000000004 0.090100000000000013 0.11280000000000003 -1.0000000180025095e-35 -0.14847999999999997 0.10246000000000001 0.083335000000000006 0.11682500000000001 -0.059114999999999994 0.045645000000000005 0.09173000000000002 0.090560000000000015 0.096475000000000019 -0.043469999999999995 -0.42529999999999996 0.0046550000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 15 9 6 24 8 14 19 17 -1 11 12 13 23 21 -2 -17 -4 29 -6 22 25 -20 -11 27 26 -3 -5 -15 -19
right_child=1 3 5 4 7 -7 -8 -9 -10 10 -12 -13 -14 28 -16 16 -18 18 20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.003086517006607066 0.0031184566963427295 0.0026999289641984072 -0.0030417029537435493 -0.00054921310599883688 0.0033465740674557569 0.00093738795550886618 -0.0015604847982299526 -0.0025249287477041443 -0.0028310435654908543 -0.002654694776894285 -0.0035713625025884654 0.0027083743316109743 0.0016568497773496889 -0.00052886820942378402 -0.0011593758808180032 -0.0013460835540968774 0.0033704414647531956 -0.0032085929721272534 -4.7726230793645361e-05 0.0003922537051637816 -0.0014710415950726686 0.0032354163136771308 0.0033052650930082113 -0.00049327596668507427 -5.214607910889415e-05 -0.00051412717064054257 0.00015278564748643999 -0.0030193219464553717 0.0018829413662417337 -0.0008266011335237211
leaf_weight=4.8936704248189917 28.670728862285614 9.4770477712154477 8.0412526205182093 3.0246943458914819 4.4508796706795675 4.6304217875003806 5.0562463477253905 2.7044414430856696 105.79663894698024 9.2479067072272318 2.983902968466281 4.3864961937069884 7.3576697930693618 3.7370412796735764 3.2420158311724654 4.2332164347171766 4.125617228448391 4.8556653037667301 3.4390684552490711 3.9800518900156021 3.1048611029982567 9.7721221819519979 2.8410636857151967 5.9857269525527945 3.0206795111298552 3.0006484240293494 3.6175178512930861 14.270403858274223 3.9499818533659008 3.0438707135617733
leaf_count=63 244 68 112 20 31 20 28 21 1703 88 26 26 47 20 21 21 30 47 30 27 21 78 17 37 19 20 20 168 20 28
internal_value=0 0.00104147 -0.00200119 0.000141542 -0.00112167 -0.00245351 0.00130439 0.00086462 -0.00257325 -0.000557843 -0.00022916 5.85327e-05 -0.000325356 -0.000961657 0.00180202 0.00263615 0.000981822 -0.00149634 -0.000777398 0.00195191 0.000496426 0.00217317 0.00146913 -0.00180541 -0.00221038 0.00152824 0.00199625 -0.00258733 0.000710442 -0.00229076
internal_weight=0 102.646 178.295 65.6167 31.4512 135.753 34.1656 11.1354 131.122 42.5424 37.6487 34.6648 30.2783 22.9207 29.1094 37.0296 8.35883 25.3258 17.2845 8.43093 9.38499 25.8673 6.28013 15.2336 20.3158 16.0952 13.0946 17.2951 7.68702 7.89954
internal_count=3121 816 2305 521 286 1978 235 79 1958 327 264 238 212 165 207 295 51 255 143 58 68 186 47 125 207 108 88 188 40 75
is_linear=0
shrinkage=0.00278293


Tree=41
num_leaves=31
num_cat=0
split_feature=1 52 12 47 50 376 3 1 4 51 52 15 48 1 43 133 1 3 4 47 42 13 2 11 49 160 484 2 0 158
split_gain=73.8208 16.087 14.5802 13.6875 8.84663 6.96911 5.85973 5.47575 5.44959 4.75587 4.72463 4.4487 5.25335 4.64275 4.17462 4.29988 4.20926 3.15983 2.81808 3.3388 2.55899 3.54507 3.19784 3.4925 2.49687 1.94202 3.67316 1.84342 1.90888 1.56122
threshold=0.10089500000000001 -0.28430999999999995 0.079890000000000017 0.088195000000000009 0.11843500000000001 0.080200000000000007 0.097915000000000016 0.13707500000000003 0.40124500000000002 -0.096089999999999981 0.19022000000000003 0.085935000000000025 0.12474000000000002 0.12873500000000002 -0.079109999999999986 -1.0000000180025095e-35 1.0000000180025095e-35 -0.097604999999999983 0.24564500000000003 0.12119500000000001 -1.0000000180025095e-35 -0.13710499999999998 0.08622500000000001 0.080455000000000013 -0.069799999999999987 -0.080409999999999995 0.044540000000000003 0.089775000000000008 -0.094299999999999981 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=2 -2 9 4 11 7 8 18 17 -1 14 12 25 -13 16 -16 -11 20 -5 -20 -4 -22 -23 -24 -17 26 -3 -26 -29 -27
right_child=1 3 6 5 -6 -7 -8 -9 -10 10 -12 13 -14 -15 15 24 -18 -19 19 -21 21 22 23 -25 27 29 -28 28 -30 -31
leaf_value=-0.0028623037709131697 -0.0021892510027172914 -0.00080942143031765537 -0.0028031731635162239 -0.0027480864253470621 -0.0021247324544036955 0.0029626083387782206 0.00055905895876277683 0.0023372804839408819 0.0026421810861972329 -0.00036086011021487684 -0.0032208476501193076 -0.001885299185659934 -0.0015109079904707162 0.0023370192771726109 -0.0026754399769034808 -0.0015715733491410667 0.002861298753391534 -0.0026101786102135519 0.00086309982888902251 -0.0024809761690737452 -0.0030732084885948196 -0.0023176940143478935 0.0014722260598977904 -0.0020470699347221013 -0.0004886173661592159 0.0029359164937949522 0.0025313175804046123 0.0025101662781143769 3.2937357668961973e-05 0.0011279255220187107
leaf_weight=5.2273240238428107 9.6882103383541089 3.091206990182398 7.9711033664643791 7.7947620153427186 3.4246308207511893 3.3569674119353285 4.7369115799665442 2.6769268140196791 1.4302943870425213 5.0335830971598607 3.2506152912974349 3.5282486602663985 2.2141495496034613 3.380899153649807 5.0600672215223339 5.1291197240352657 5.7677464708685875 103.92120552062988 4.5947158858180028 3.4774934723973274 4.2833279743790671 3.9240785948932144 6.5097416043281537 2.6226463429629803 6.7545848116278639 38.383161343634129 7.4181977957487106 4.3094461336731911 3.954759515821932 3.451084539294242
leaf_count=69 115 20 114 70 25 23 20 19 9 31 28 22 10 21 52 32 40 1710 24 21 40 33 44 24 49 322 61 22 24 27
internal_value=0 0.000957656 -0.00183399 0.00130893 0.00190295 -0.000451144 -0.00225417 -0.00106913 -0.00235616 -0.000555137 -0.000247946 0.00212736 0.00237386 0.000180836 2.04228e-05 -0.000553452 0.00135972 -0.00241148 -0.00164383 -0.000577522 -0.00159566 -0.00104057 -0.000373741 0.000461552 -2.05237e-05 0.00253819 0.00154868 0.000509181 0.00132471 0.00278677
internal_weight=0 96.4807 179.887 86.7924 64.8916 21.9009 135.399 18.5439 130.662 44.4872 39.2599 61.4669 54.5578 6.90915 36.0093 25.208 10.8013 129.232 15.867 8.07221 25.3109 17.3398 13.0565 9.13239 20.1479 52.3437 10.5094 15.0188 8.26421 41.8342
internal_count=3121 780 2341 665 508 157 1994 134 1974 347 278 483 440 43 250 179 71 1965 115 45 255 141 101 68 127 430 81 95 46 349
is_linear=0
shrinkage=0.00257482


Tree=42
num_leaves=31
num_cat=0
split_feature=1 123 52 484 3 3 39 48 2 52 47 15 11 15 13 52 51 15 1 16 13 43 13 15 2 48 49 52 12 151
split_gain=50.474 14.2407 9.79825 8.12323 7.2336 6.96183 5.79438 6.97545 6.16703 5.51491 4.49045 4.45465 4.19198 3.55024 3.44339 3.35619 3.69074 3.12309 3.02872 2.81308 2.61332 2.33048 2.12238 2.07841 2.37089 1.97829 1.40734 3.20571 1.19131 0.998895
threshold=0.104035 1.0000000180025095e-35 -0.28430999999999995 -1.0000000180025095e-35 -0.116045 -1.0000000180025095e-35 0.0046100000000000004 0.12879500000000002 0.11548000000000001 0.13796000000000003 0.096475000000000019 -0.015744999999999999 1.0000000180025095e-35 -0.045854999999999993 -0.15078499999999997 0.11434500000000002 -0.096089999999999981 0.013270000000000002 0.09253500000000002 -0.014034999999999997 0.14871000000000004 -0.080084999999999976 -0.073839999999999975 0.013270000000000002 0.11215000000000001 0.086035000000000014 -0.081604999999999997 -0.046924999999999988 -0.16511999999999996 -0.073794999999999986
decision_type=2 2 2 2 2 2 2 2 2 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 21 11 14 7 8 9 10 23 13 20 -1 -6 16 -7 19 -3 25 -13 -4 -23 24 -5 -18 27 -16 -28 -20
right_child=2 18 3 6 5 15 -8 -9 -10 -11 -12 12 -14 -15 26 -17 17 -19 29 -21 -22 22 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.00053459483720195945 -0.0022829157772872206 -0.0006348558090897759 -0.0045206507158527479 0.0033093189076617408 0.0081979092620615146 -0.0033702875592449858 0.0030717617900395365 -0.00188477022804363 0.0031120323857060437 -0.0034568731624246341 -0.0016946285286403222 0.0012593962304354109 -0.0028357881632120074 0.0040617946541603323 0.0014550611216010549 -0.0037116698071831002 0.00092990957697255158 -0.0027301845260959126 0.0034751767995359088 0.0022176476705434828 -0.0019726995925765426 0.0018416548318156635 -0.0018760053562609084 -0.00052468614846151371 -0.0001025257185644127 -0.0017614131623667373 0.0030427027237492411 -0.0032216758512650344 -0.0029648313670357497 0.0012293222460183339
leaf_weight=3.3384188637137413 7.1170096173882476 4.6383720934391004 1.7355816811323164 8.3414448052644783 0.25242509692907233 3.6939227916300359 20.38169252872467 5.9105563536286345 14.47753309458494 2.6674440950155249 3.7908666953444472 5.7147123664617556 9.3126905076205713 2.7295323722064522 2.1545962728559971 3.7194739133119574 4.6716142781078869 3.3036711029708377 3.9407982230186462 5.3633691146969751 3.6720549613237381 2.0958536602556705 3.9749515503644934 2.3798557296395293 2.3280887678265563 5.1111005321145058 0.29593699425458808 3.3404778353869906 91.425909943878651 3.2124768868088722
leaf_count=33 86 34 14 76 2 54 205 38 135 21 23 35 111 17 18 36 31 29 37 30 33 22 37 14 20 32 2 56 1816 24
internal_value=0 -0.00191513 0.00105456 0.00140343 -0.00216686 -0.00246292 0.00177503 0.00111256 0.00163384 0.000536814 0.0011694 -0.000692583 -0.00141478 0.00153299 -0.00282878 -0.00108414 -0.00064279 -9.67032e-05 0.0012466 0.000477713 -4.98298e-06 -0.00146587 -0.000592539 0.00200141 0.00256486 -0.000476205 -0.00285741 -0.00138795 -0.00294545 0.00246658
internal_weight=0 159.892 75.2009 68.0839 148.1 123.332 60.2775 39.8958 33.9852 19.5077 16.8403 24.7674 18.6995 6.06795 97.4693 25.8632 22.1437 18.4498 11.7916 15.1461 9.38677 7.80639 6.07081 13.0494 10.6695 9.78271 97.2169 5.49507 91.7218 7.15328
internal_count=3121 2430 691 605 2335 2106 532 327 289 154 133 229 179 50 1894 212 176 122 95 93 68 73 59 110 96 63 1892 74 1818 61
is_linear=0
shrinkage=0.00298938


Tree=43
num_leaves=31
num_cat=0
split_feature=1 12 12 3 4 48 4 16 447 38 130 457 14 14 376 132 13 0 4 4 457 48 47 12 4 2 150 4 13 456
split_gain=44.3731 12.4463 10.3643 7.5749 7.017 5.03301 4.92061 3.76429 3.76306 3.58528 3.42797 3.28423 3.27876 3.05637 3.39205 4.16931 3.37488 3.68634 2.93078 2.32436 2.18775 3.99937 1.88042 1.82054 2.75671 1.55771 1.82664 1.36421 1.31717 1.26844
threshold=0.099195000000000019 -0.064509999999999984 0.083370000000000014 0.16158000000000003 0.27834500000000006 0.12230500000000001 -0.15764999999999998 -0.51370499999999997 0.084700000000000011 0.10657000000000001 -0.012214999999999998 0.080930000000000016 -0.46885499999999997 0.062655000000000016 0.049360000000000008 0.081465000000000024 -0.10664 -0.13455999999999999 -0.49405499999999997 -0.0086549999999999978 0.083995000000000014 0.088965000000000002 0.096475000000000019 0.092465000000000006 0.076415000000000025 0.08622500000000001 0.09487000000000001 0.09173000000000002 -0.07743499999999999 0.086650000000000019
decision_type=2 2 2 2 2 2 2 2 2 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 8 4 10 12 18 -8 13 29 -3 19 -6 14 15 16 -1 25 -4 -12 -9 -22 -14 24 -21 -18 -27 -25 -20 -2
right_child=1 3 6 -5 5 -7 7 20 -10 -11 11 -13 22 -15 -16 -17 17 -19 28 23 21 -23 -24 27 -26 26 -28 -29 -30 -31
leaf_value=0.0010327578687351446 0.0028012828858411994 0.0013804095256770429 -0.0021983256205615129 0.0023208468854200161 -0.0012318696708184058 -0.0020646567885129093 0.00094026170290545624 -0.0024902539587971901 0.0024616747010502748 -0.00047794238593640374 -0.0024250286874205849 0.00089369316267105543 0.002375434784009884 -0.00295302141735248 0.0013134020827860644 0.0019250044356160974 0.0011608586142397806 -0.0024030140651289714 0.0017572723139793929 0.0018002017309724375 -0.0021058495650906417 0.0030425106008173742 -0.00014317172045265797 -0.0028821164734617148 -0.0015569533547548488 -0.0019173742781972293 0.00060138527558401596 -0.00056694484992285681 -0.00047042922796580581 0.00058559398618478057
leaf_weight=3.7562559694051805 18.66215060651303 3.3836347013711956 4.0690707229077816 8.1594562232494336 2.3948810175061235 3.007711946964263 2.2055900543928137 78.64686181396246 2.3823713324964038 2.6959188655018798 11.981732640415435 3.7545575462281695 11.345560327172278 3.7494241744279853 5.1918478794395915 3.0191750712692729 2.8587423451244867 13.511968709528443 2.968362107872963 3.0460354462265951 3.6740536615252486 1.2889577597379682 2.245708867907525 3.4822699427604675 3.1426621824502945 5.0319700241088867 2.853255033493042 2.9928460456430912 3.8625650256872159 1.7907369881868351
leaf_count=27 224 24 36 83 17 18 23 1721 19 18 156 25 113 47 39 22 20 177 14 22 61 10 12 48 20 40 16 20 33 16
internal_value=0 0.000685521 -0.00164606 7.18306e-05 -0.000289564 0.00091972 -0.00210037 -0.00230252 -0.000608674 0.00224798 -0.00101223 -0.00129729 0.00148122 -0.000791667 -0.000567948 -0.000882716 -0.00118533 -0.00152883 -0.000508806 -0.00163107 -0.00238807 -0.000768754 0.00195928 -0.000879876 9.54159e-05 -0.000429419 -0.00100597 -0.00181203 0.000497613 0.00260729
internal_weight=0 82.0859 139.07 58.9371 50.7776 18.9939 96.7155 85.8155 42.355 23.1488 31.7837 28.4001 15.9862 39.9726 36.2232 31.0314 28.0122 24.2559 10.9 24.6455 83.6099 4.96301 13.5913 12.6638 6.1887 10.744 7.88523 6.47512 6.83093 20.4529
internal_count=3121 816 2305 558 475 160 1898 1815 407 258 315 291 142 388 341 302 280 253 83 266 1792 71 125 110 42 76 56 68 47 240
is_linear=0
shrinkage=0.00251474


Tree=44
num_leaves=31
num_cat=0
split_feature=1 12 0 3 4 47 0 42 4 47 48 1429 52 130 457 159 42 1 16 151 3 49 11 52 43 4 3 160 2 15
split_gain=38.7832 11.8624 8.45358 7.60994 8.29142 6.5013 6.07916 5.70065 7.96455 5.14229 6.3341 4.23944 4.12958 3.86829 3.80038 3.45308 6.11357 3.07685 2.54455 2.4279 2.2641 2.06124 2.02956 1.95579 1.82678 1.70274 1.51946 1.13424 0.97688 0.923262
threshold=0.094465000000000007 -1.0000000180025095e-35 -0.060129999999999996 0.16158000000000003 0.23246000000000003 0.12119500000000001 -0.10096999999999999 0.092620000000000022 -0.49405499999999997 0.090100000000000013 0.11280000000000003 0.084990000000000024 0.13796000000000003 -0.011824999999999999 0.080930000000000016 0.092630000000000018 -1.0000000180025095e-35 0.088975000000000012 -0.090344999999999995 0.10932500000000002 0.11924500000000002 0.40762500000000007 0.087830000000000005 0.10024500000000001 -0.084004999999999982 -0.15464999999999998 0.076840000000000006 -1.0000000180025095e-35 0.14122000000000004 -0.094549999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 6 4 13 12 11 8 23 19 -11 17 20 -3 21 16 -10 26 -19 -2 22 28 -6 -4 -18 -8 -1 -28 29 -15
right_child=1 3 7 -5 5 -7 25 -9 15 10 -12 -13 -14 14 -16 -17 24 18 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0022603172390322436 0.0026031922120866888 0.0016871924111737146 -0.0028873470828909352 0.0024115514406478069 0.0024523394075656188 -0.0027077552139625444 0.0012712256325878683 -0.0026526656876717796 -0.0015088621375487024 -0.0018163391124271021 0.0028021012137498793 0.0026120541751784012 -0.0017997737587650004 -0.00088026032222357508 0.00072822947605628494 -0.0011082374025949068 0.004515969153807595 0.0018822629869015507 -0.0012461298856652487 -0.00060619057306805725 -0.0006439558635719521 0.00079770414009293009 0.00037989343340043529 0.00018490331643007609 0.0020999226306756716 -0.0023925777519539313 -0.0019004049019222136 0.00015159420445603133 -0.00022735063842085998 -0.0025038924317315942
leaf_weight=12.058241125196227 20.49807611480356 2.3731079846620586 4.498471144586806 6.3412449806928626 11.380962222814569 3.0231369137763968 0.77626781910657783 5.1445156224071971 2.3445644415915039 4.5152910463511935 2.9847540035843849 1.8587650023400772 2.4954404458403578 2.4128681607544555 3.6814344301819792 2.75279375165701 3.0224194005131739 3.0081646628677845 3.2982956357300273 1.5330160707235325 2.3899774774909011 1.5248361863195885 3.8188287839293471 1.7383852228522298 5.0708622783422399 68.54752541705966 3.0110558494925499 3.553802676498889 1.4689756780862797 17.416693199425936
leaf_count=188 250 20 56 69 100 20 6 77 35 26 30 13 16 26 25 19 15 19 25 15 18 10 30 13 33 1629 31 25 10 272
internal_value=0 0.000510638 -0.00163779 -0.000132519 -0.000442842 0.000655371 -0.00196698 -0.000350183 0.000259528 0.00178095 2.16376e-05 -0.000971755 0.00116157 -0.00132164 -0.00159104 0.00134256 0.00198891 -0.00123897 0.000246105 0.00237987 0.0015817 -0.00196514 0.00193165 -0.00203103 0.00300219 -0.00235155 -0.00174187 -0.000789581 -0.00216294 -0.00230633
internal_weight=0 87.8586 120.684 58.3275 51.9863 23.1083 96.1121 24.572 19.4275 29.5311 7.50005 26.7883 20.0852 28.8779 26.5048 13.1906 10.4378 24.9296 6.30646 22.0311 17.5898 22.8234 15.1998 6.23686 8.09328 69.3238 18.6231 6.56486 21.2985 19.8296
internal_count=3121 937 2184 616 547 184 1936 248 171 321 56 301 164 363 343 102 83 288 44 265 148 318 130 69 48 1635 244 56 308 298
is_linear=0
shrinkage=0.0024599


Tree=45
num_leaves=31
num_cat=0
split_feature=1 12 12 47 4 50 3 3 15 131 484 1429 150 1 403 38 51 2 15 0 0 48 160 4 0 1 47 4 51 15
split_gain=59.7879 13.7778 12.7318 8.79963 9.50999 8.96644 5.14572 4.7828 4.4221 4.03643 3.95731 4.24963 3.87647 3.63578 3.52787 3.49035 3.38772 2.82268 3.1236 2.79333 2.88324 2.35899 2.81908 2.33773 6.09316 5.51073 2.34163 3.39198 4.16021 1.63743
threshold=0.10089500000000001 -0.064509999999999984 0.083370000000000014 0.086785000000000015 -0.17966999999999997 0.11720500000000002 0.10732000000000001 -0.097604999999999983 0.083195000000000005 0.089325000000000015 -0.0068949999999999992 0.084990000000000024 0.084120000000000014 0.14000500000000002 -1.0000000180025095e-35 0.10657000000000001 -0.096089999999999981 0.13247500000000004 0.035560000000000008 -0.060129999999999996 0.11070500000000001 0.10493500000000001 -0.079279999999999975 -0.46376499999999993 -0.057069999999999989 1.0000000180025095e-35 0.081320000000000017 0.0052350000000000009 0.087505000000000013 -0.14712999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 15 8 4 -3 9 7 12 10 17 -1 14 19 29 -12 -2 -16 18 21 -4 -21 22 -6 -18 25 -25 27 28 -27 -5
right_child=1 3 6 13 5 -7 -8 -9 -10 -11 11 -13 -14 -15 16 -17 23 -19 -20 20 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.0026076279952627402 0.0029339336541225744 -0.0028274628696129287 -0.0027364050742792051 -0.0001680591622164872 0.00026447399193502738 -0.0033728897482691172 0.00062309549474383254 -0.00275853612775807 -0.0030674864886008355 -0.0015048734266396384 -0.0031565328338683377 0.0030165592951609658 0.0015887056690976125 0.0012351137773594682 -0.0029948916953762496 -0.00027808417131501339 -0.0020038075401782075 0.0032769394789487305 -0.00078897600871917376 0.00077486793599309384 -0.0025948628474593742 -0.00068142495618672846 0.0028282897228242357 -0.003082551227560583 0.0029509197897924508 0.00124961427491752 -0.0019427156695256684 0.0028021659097128945 -0.0027673157737484358 -0.0023511188103829341
leaf_weight=5.3781382143497458 23.387082397937778 4.5909887924790374 10.150224745273594 3.2572314217686662 4.1740198805928292 2.808509185910224 4.1509767174720755 89.539915733039379 5.2634016200900069 2.7136243395507327 3.0987139753997317 3.0234355330467215 2.9740919992327681 3.3882787004113188 2.7599836699664619 2.8452746644616118 3.2634748555719879 9.0141197070479375 3.8237880989909163 4.7763739526271829 3.165762722492218 2.3396489843726149 14.007229249924423 4.1079739630222383 5.7135098576545706 5.8320121243596059 2.5302128568291655 4.7076659500598899 2.8917548172175884 12.32177472859621
leaf_count=57 234 68 146 20 28 23 18 1668 69 20 34 21 22 20 42 18 20 79 23 32 28 13 115 49 31 39 18 27 20 119
internal_value=0 0.000920285 -0.00187264 0.000220666 0.000899676 0.00133977 -0.00237001 -0.00248234 -0.000697485 0.00170669 -0.000409441 -9.77474e-05 -0.00130842 -0.00133559 -0.000367503 0.00258554 -9.57857e-05 0.00196794 0.00148325 -0.00178466 -0.000568318 0.00190665 0.00223969 0.000179685 0.000456058 -0.00025419 0.000473732 0.000928942 -8.1918e-05 -0.00189469
internal_weight=0 88.6716 163.328 62.4392 43.4719 38.8809 114.757 110.606 48.5703 36.0724 43.3069 37.9287 21.0665 18.9673 34.9053 26.2324 31.8066 33.3588 24.3447 18.0924 7.94214 20.5209 18.1812 29.0466 25.7831 20.0696 15.9616 13.4314 8.72377 15.579
internal_count=3121 780 2341 528 369 301 1914 1896 427 278 358 301 228 159 280 252 246 258 179 206 60 156 143 204 184 153 104 86 59 139
is_linear=0
shrinkage=0.00273826


Tree=46
num_leaves=31
num_cat=0
split_feature=1 12 12 3 39 16 0 16 0 48 2 457 124 15 51 13 50 474 42 13 43 4 40 160 42 3 47 1 4 0
split_gain=36.6849 9.76328 9.40532 6.12854 6.00353 5.75142 6.79258 4.42677 4.78698 4.11052 6.56499 5.12628 3.67091 3.58494 3.28936 3.24329 3.1117 3.32028 2.91359 2.76789 3.34891 2.75803 2.6369 2.40529 1.90938 3.86348 1.83783 1.81878 3.17856 2.25561
threshold=0.10089500000000001 0.082850000000000021 -0.064509999999999984 0.31299000000000005 0.15619500000000003 0.064860000000000015 1.0000000180025095e-35 -0.51370499999999997 -0.060129999999999996 0.11951500000000001 0.11682500000000001 0.080930000000000016 -0.088544999999999985 0.083490000000000023 -0.096089999999999981 0.11596500000000001 0.07826000000000001 0.085165000000000018 -1.0000000180025095e-35 -0.47860499999999995 -0.08595499999999999 -0.0086549999999999978 -0.081239999999999993 -0.078564999999999982 0.090990000000000015 -0.15327499999999997 0.096475000000000019 0.094385000000000011 -0.072334999999999997 -0.22491999999999998
decision_type=2 2 2 2 2 2 2 2 2 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 12 4 5 6 9 -3 -9 10 11 21 -2 14 -1 19 17 18 -16 -10 -21 -4 -20 -23 25 -24 -25 28 -27 -30
right_child=2 7 3 -5 -6 -7 -8 8 15 -11 -12 -13 -14 -15 16 -17 -18 -19 22 20 -22 23 24 26 -26 27 -28 -29 29 -31
leaf_value=-0.0029369635685813742 -0.00027736364798525295 0.0013775293558884636 -0.0037852933445099777 0.0030474458458108916 0.0036455389181910239 -0.0020540048441340416 0.0030738598294203293 -0.0025796379179180116 0.0016371174565837036 -0.0024425546908818387 0.0026526972117684004 0.0032027337131384985 0.0028618839917938068 -0.0030262876714417975 -0.0018791267159557945 0.0025196233052931041 -0.0026375411169424256 0.0029968495451094313 0.0029397578300928485 0.00024256889464060628 -0.0029323198983281567 -0.0029798001656830908 0.003430903959149057 0.0010870541251082389 -0.0022310023219797998 0.0027482766990982598 -0.0014116300387193147 0.0015974874322259626 -0.00018898812338843536 -0.0029568247854102532
leaf_weight=3.1871983557939521 3.3512306809425381 2.5522334836423388 2.7264819145202663 4.9538109824061385 2.9311209991574279 11.70013018324971 5.1460028886795035 71.532936550676823 1.9739271849393834 5.6359932199120513 5.9136730283498755 2.1820696219801894 16.899466350674629 3.9572648145258418 5.2789805829525056 1.847719833254813 3.0932193510234347 2.9737206473946562 2.6720906533300974 3.7302116751670811 7.5289042107760915 2.7200176119804444 2.6014035418629744 4.913620609790085 2.4385863319039336 1.6444163434207517 4.0165784284472466 3.2151281386613837 5.0733828581869664 3.9174112789332591
leaf_count=62 27 27 27 60 25 160 49 1742 9 43 59 21 225 63 58 18 31 21 24 33 108 22 15 35 18 13 27 23 31 45
internal_value=0 -0.00167428 0.000754658 0.000146165 -0.000153974 -0.000401709 0.000179629 -0.00217907 -0.00228387 -0.000350238 0.000174506 -0.000710536 0.00234238 -0.000550513 -0.000279086 -0.000880938 -2.16684e-05 0.00024972 -5.46309e-05 -0.00135576 -0.00188046 -0.00130449 0.000392048 -0.000723906 3.16672e-05 0.000367055 -3.6791e-05 -0.000208404 -0.000754343 -0.00139497
internal_weight=0 129.219 73.0902 52.8395 47.8857 44.9546 33.2544 89.1659 86.6137 28.1084 22.4724 16.5588 20.2507 40.0528 36.0955 15.0808 32.9083 29.8151 26.8414 13.233 11.2591 14.3767 21.5624 11.6502 18.8903 16.4517 8.9302 13.8503 10.6352 8.99079
internal_count=3121 2341 780 528 468 443 283 1937 1910 234 191 132 252 404 341 168 279 248 227 150 141 111 169 84 145 127 62 112 89 76
is_linear=0
shrinkage=0.00274004


Tree=47
num_leaves=31
num_cat=0
split_feature=1 52 12 484 39 4 3 48 4 0 51 4 14 474 42 376 3 13 0 1 12 133 0 484 3 13 48 43 457 457
split_gain=67.2002 16.2205 15.2705 11.8688 7.14661 6.64099 6.5595 5.41904 6.9251 4.60944 4.40094 4.23534 3.95571 4.56147 4.3902 4.67094 4.28617 3.7814 3.7314 3.43222 2.55059 2.38129 2.71042 2.14605 2.34131 1.81481 1.79937 1.51128 1.45632 2.35457
threshold=0.099195000000000019 -0.38533999999999996 0.079890000000000017 -1.0000000180025095e-35 0.0046100000000000004 -0.15764999999999998 0.31299000000000005 0.11951500000000001 0.27834500000000006 -0.10324499999999999 -0.096089999999999981 -0.49405499999999997 0.062655000000000016 0.082665000000000002 -1.0000000180025095e-35 0.049360000000000008 -0.10023499999999998 -0.099939999999999987 -0.098289999999999975 0.093575000000000019 0.098810000000000023 -0.0061299999999999992 -0.13455999999999999 -0.067484999999999989 -0.03694999999999999 -0.0090849999999999976 0.086260000000000017 -0.010344999999999998 0.083995000000000014 0.091495000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 10 23 6 11 7 8 9 27 -1 -4 13 14 -12 16 -16 21 19 26 -11 -7 -23 24 -3 -13 -18 -5 -19 -30
right_child=1 3 5 4 -6 17 -8 -9 -10 20 12 25 -14 -15 15 -17 18 28 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.002901412029160434 -0.0022604222071043131 -0.0024134349274717512 -0.0023360053457395216 0.0027213954450656707 0.0028632595927147978 -0.0025565789866522077 0.0030472246698984716 -0.0016941383198857743 0.0023055638579699451 -0.00032263132050164007 -0.0021423388510133034 0.0019595449109106686 -0.0031978913743638104 0.0026699960266800796 0.001976092186344292 0.0035829882101734338 0.00041876178555406014 -0.002685872862764008 -0.0029214173171205607 0.0024981890465077469 -0.0033038191564978567 -0.0019693449814559977 0.0017223120164464693 -0.0034767092403537982 0.0006902462855237438 -0.00078852179628613049 -0.0020825378043680281 0.00037991775638906891 0.00048556316794813283 -0.0028728853188297455
leaf_weight=4.3282319121062747 9.39346159622073 2.9630083739757538 4.6271728351712227 3.1806896924972534 26.744936719536781 3.5163998119533062 10.227165170013903 5.8362889364361754 16.289602287113667 5.1010524556040746 6.4521457180380848 4.4524608254432678 2.644969440996646 4.4510625079274169 5.1850376501679483 2.7365727499127379 3.8961355760693568 93.003690499812365 4.2567706666886762 2.8630172610282889 3.3362484686076641 2.3675620146095753 3.4125785827636701 2.5214511118829233 4.0340056791901588 2.7212993428111059 4.2007008567452431 4.9563625156879443 2.7165143862366667 3.1902489699423313
leaf_count=63 124 29 40 19 236 48 96 36 121 41 59 25 26 26 25 18 28 1713 38 16 30 27 23 26 29 24 28 29 29 49
internal_value=0 0.0010458 -0.00176963 0.00141035 0.00176131 -0.00224691 0.00115895 0.000659945 0.00107801 -0.000128463 -0.000373122 -0.000358455 -7.48364e-05 0.00016782 -0.000208563 0.000330674 -0.000105575 -0.00245287 -0.000814899 3.2658e-06 -0.00150144 -0.00083633 0.000210199 -0.00137973 -0.000624062 0.000917091 -0.000878932 0.00129518 -0.0026048 -0.00132834
internal_weight=0 94.5843 161.023 85.1908 75.6723 120.008 48.9274 38.7002 32.864 16.5744 41.0146 11.8009 36.6864 34.0414 29.5904 23.1382 20.4017 108.207 15.2166 10.9599 8.4373 9.29654 5.78014 9.51847 6.99701 7.17376 8.09684 8.13705 98.9105 5.90676
internal_count=3121 816 2305 692 608 1978 372 276 240 119 327 89 264 238 212 153 135 1889 110 72 71 98 50 84 58 49 56 48 1791 78
is_linear=0
shrinkage=0.0026511


Tree=48
num_leaves=31
num_cat=0
split_feature=1 12 52 484 39 47 3 48 3 15 43 42 484 11 1 12 1 42 43 4 52 0 3 1 2 49 3 51 52 2
split_gain=59.4747 13.6128 12.8625 10.7934 6.75587 6.68514 6.45591 5.61792 5.50639 4.86813 4.35648 3.70635 3.47104 4.13624 3.46091 3.42168 2.68845 2.4739 2.47299 2.83488 2.43277 2.33808 2.55854 2.1831 2.09518 1.7663 1.39691 1.22781 1.14623 1.11722
threshold=0.10089500000000001 0.079890000000000017 -0.28430999999999995 -1.0000000180025095e-35 0.0046100000000000004 0.096475000000000019 0.097915000000000016 0.12474000000000002 -0.097604999999999983 0.035560000000000008 -0.073404999999999984 -1.0000000180025095e-35 -1.0000000180025095e-35 0.081790000000000015 0.12337000000000002 0.085440000000000016 1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.46376499999999993 0.13796000000000003 -0.030209999999999997 0.090900000000000009 0.088975000000000012 0.11682500000000001 -1.0000000180025095e-35 -0.071799999999999989 -0.26677999999999996 -0.021869999999999997 0.080205000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 27 24 5 7 8 9 11 20 16 -3 -13 15 26 -14 17 -1 -12 -20 -5 22 29 -24 -4 -17 -7 -2 -18 -21
right_child=2 6 3 4 -6 14 -8 -9 -10 -11 18 12 13 -15 -16 25 28 -19 19 21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0024971507282870093 -0.0009231431150388417 -0.0031804125142995817 -0.0026396587904500717 0.0029169009790184709 0.0031820917707831844 -0.0005573283693426738 0.0010610995873464545 -0.0025513542230894983 -0.0029309952641825153 -0.00069912614233336504 -0.0033992665752897583 -0.0034091688400421094 -0.0016964908480849121 -0.00331143272216933 0.0018305556020296592 0.0037948390053735253 0.0033496082062626728 0.0015021575765120025 -0.0032761792189510775 -0.0002315505655057037 9.469367930501569e-05 0.0021471109025449535 -0.0016089246239614709 0.0015274101461156015 0.00033840353034899262 0.00086431341634010564 -0.0032369172343871483 -0.0032368617759813132 0.00083710553284163224 -0.0023971903327023691
leaf_weight=2.7028381675481796 3.3437837585806847 6.5711196400225189 5.6131214909255487 25.479418806731704 24.525064058601856 3.0691991522908211 4.453269198536872 2.3804883360862723 85.079037085175514 4.5031666606664649 3.50551734492183 3.038419656455523 3.1791576743125862 2.5357007160782805 2.8501553907990456 2.8870779573917424 3.9334841296076775 2.7393198236823064 3.3508799858391312 2.9891618639230817 3.0032726600766173 2.8725759163498834 2.9702873006463033 5.6949963346123695 3.2993362322449684 4.8448716849088633 3.8676715828478319 5.0857181958854181 2.6889042407274246 7.0068171843886375
leaf_count=26 23 114 55 220 230 19 20 12 1711 31 41 31 28 31 22 20 29 16 51 27 21 16 23 33 28 39 27 92 17 68
internal_value=0 -0.00190827 0.00116252 0.00153595 0.00192903 0.00124844 -0.00243848 0.00184875 -0.0025826 0.00216629 -0.000432673 -0.001297 -0.00054626 0.000100639 -0.000920864 0.000893591 0.0010603 -0.000484092 -0.00106712 -0.000738587 0.00261932 -0.000343713 -0.000727131 0.000452337 -0.0015372 0.00195856 -0.00205134 -0.00231906 0.00232945 -0.00174959
internal_weight=0 153.043 87.0204 78.5909 69.6784 45.1534 112.589 35.3663 108.135 32.9859 40.4548 23.0563 16.4852 13.4468 9.78703 10.9111 12.0645 5.44216 28.3902 24.8847 28.4827 21.5338 18.6613 8.66528 8.91246 7.73195 6.93687 8.4295 6.62239 9.99598
internal_count=3121 2341 780 665 582 352 1994 284 1974 272 347 263 149 118 68 87 88 42 259 218 241 167 151 56 83 59 46 115 46 95
is_linear=0
shrinkage=0.00296579


Tree=49
num_leaves=31
num_cat=0
split_feature=1 12 4 0 13 0 39 42 4 3 1429 16 4 48 1 12 1 16 47 48 52 52 41 15 4 159 3 3 457 457
split_gain=38.0648 11.0749 8.7221 8.18707 7.81141 6.40104 5.4886 5.22771 6.98748 5.2187 3.8684 3.35217 3.21314 4.44133 2.94626 2.9237 2.60892 2.16626 2.12417 4.43769 2.21428 1.94278 1.83815 1.77559 1.69363 1.68675 1.55012 1.26968 1.05906 2.40366
threshold=0.094465000000000007 0.051320000000000005 0.23246000000000003 -0.060129999999999996 -0.0025349999999999995 -0.10096999999999999 0.14059500000000003 0.092620000000000022 -0.49405499999999997 0.083060000000000009 0.084990000000000024 0.38525000000000004 0.0067750000000000006 0.11951500000000001 0.088975000000000012 -0.07983999999999998 0.12500000000000003 -0.090344999999999995 0.090100000000000013 0.10396500000000002 0.14295500000000003 0.10024500000000001 0.08178500000000001 -0.092334999999999987 -0.15464999999999998 0.088800000000000004 0.076840000000000006 -0.12018999999999998 0.09061000000000001 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 4 6 5 18 10 -3 8 21 15 14 25 -11 23 26 -6 22 -16 20 -20 -2 -5 27 -14 -7 -10 -1 -4 -26 -30
right_child=1 2 16 7 9 24 -8 -9 11 12 -12 -13 13 -15 17 -17 -18 -19 19 -21 -22 -23 -24 -25 28 -27 -28 -29 29 -31
leaf_value=-0.0029807231853116048 0.0035585591810055983 -0.0029687998630407546 0.0028209621678544376 -0.0038389173640773103 -0.00056237117928533949 0.0017641096711207016 0.0039624139837983845 -0.0034435512292740503 0.0034137325881557459 -0.0030891598840138358 0.0033641524197863277 -0.0018782481403792142 -0.00010617865253242015 -0.0029808173772932112 0.0024189373723859189 0.0038328820363016658 0.0035802119063967357 -0.0014835966537411482 -0.0018655170419251265 0.0037969572611316355 -0.00037888913308037255 0.00034863108500079071 -0.0020065152603824976 0.002663509934329004 -0.0032952291767878519 0.00055574225719886086 -0.0009486739880112784 -0.00014020308735465163 0.0026135739262690442 -0.0035357030815885244
leaf_weight=11.465724684298047 21.71939496323467 15.752003170549875 2.9893275871872893 4.1760366857051894 2.3568703532218933 0.76724658161401649 1.3715656623244274 4.9736023098230353 7.3915889188647252 4.4932806491851833 1.8996233046054829 2.3157177641987809 5.1402404047548789 3.6927406415343276 3.0312912054359913 5.7468252554535884 3.6629252359271041 3.2604080997407427 2.9441347159445277 3.1787716820836067 1.7008296698331822 1.730583358556032 2.7575479224324226 5.084863163530823 62.403161164373159 3.2981912083923817 6.4939436949789515 3.4386120811104766 1.1083577834069722 1.914757080376148
leaf_count=188 276 263 23 56 19 6 12 77 46 49 13 35 38 26 19 54 37 25 19 32 13 13 17 37 1576 21 56 22 14 39
internal_value=0 0.000769917 -0.000860743 -0.0021461 0.00164177 -0.00259467 -0.00241362 -0.000411904 0.000385374 0.000332321 -0.00120266 0.00174667 -0.000645808 0.000143012 -0.00156038 0.00255457 0.00120884 0.000396614 0.00281699 0.00107422 0.00327261 -0.00261201 0.000263199 0.00127117 -0.0031446 0.00253194 -0.00224597 0.00123689 -0.00320217 -0.00128121
internal_weight=0 86.0299 29.972 116.23 56.058 92.3445 17.1236 23.8857 18.9121 26.5148 26.151 13.0055 18.4111 13.9178 24.2514 8.1037 12.8484 6.2917 29.5431 6.12291 23.4202 5.90662 9.18549 10.2251 66.1935 10.6898 17.9597 6.42794 65.4263 3.02311
internal_count=3121 937 374 2184 563 1936 275 248 171 223 301 102 150 101 288 73 99 44 340 51 289 69 62 75 1635 67 244 45 1629 53
is_linear=0
shrinkage=0.00332321


Tree=50
num_leaves=31
num_cat=0
split_feature=1 12 52 484 3 39 160 48 2 3 52 51 4 47 43 133 42 159 3 1 0 474 52 2 52 12 52 16 13 1
split_gain=61.1807 14.4621 14.2967 11.1452 6.52055 6.20735 7.12468 4.86918 4.48104 4.38768 4.08068 4.29089 3.96368 4.62905 3.47343 4.21803 3.08089 2.95184 3.73911 2.59133 2.49058 2.31167 2.36521 2.02613 1.63806 1.58484 1.49416 1.46272 1.0279 2.38913
threshold=0.099195000000000019 0.079890000000000017 -0.26636999999999994 -1.0000000180025095e-35 0.097915000000000016 0.0046100000000000004 -0.40698999999999991 0.11951500000000001 0.11411 -0.097604999999999983 0.19022000000000003 -0.096089999999999981 -0.033174999999999989 0.096475000000000019 -0.079109999999999986 -1.0000000180025095e-35 -1.0000000180025095e-35 0.092630000000000018 -0.14847999999999997 1.0000000180025095e-35 -0.060129999999999996 0.083260000000000015 -0.065544999999999978 0.11177500000000001 0.0046550000000000003 0.11149500000000002 -0.43320999999999993 -0.056919999999999991 -0.095304999999999987 0.086105000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 26 23 9 6 -5 8 12 16 11 -1 -8 25 19 -16 -3 18 24 -13 -20 22 -17 -4 -18 -14 -2 -24 29 -11
right_child=2 4 3 5 -6 -7 7 -9 -10 28 -12 14 13 -15 15 21 17 -19 20 -21 -22 -23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0027768338662521484 -0.0027278028837468865 -0.0027362451628544864 -0.0024426254388828631 -0.0029983017875471561 0.00090902497576816118 0.002718314063056062 -0.0017483765764098804 -0.00075652906177033432 0.0026934197695453461 -0.0022403511665651738 -0.0031098711175805162 0.0001386745361574653 0.0024829010196140292 -0.0010369849553400789 -0.0025441565917519293 -0.0013845847001827552 -0.0028377075710453131 -0.0031763967528726468 -0.00040291207674186228 0.0028270146220138351 0.0025144523849848252 0.0022838111970469705 0.0014559958730785375 -2.8118471196902339e-05 -4.2803382520231192e-05 0.00023002183027899574 -0.00063789332326388652 -0.00064725879551689861 -0.0025971427950427185 0.002041158689580152
leaf_weight=3.4438401497900477 5.9883666038513184 6.4324119091033962 4.8178657144308072 2.56092720106244 4.4330987632274619 25.07687159627676 3.0737232193350748 5.9916857704520217 17.040567487478256 4.8496350869536391 3.1275760456919661 4.5121328160166723 11.482520561665305 3.9861400760710231 4.455381944775584 6.2447503767907611 3.4390545524656773 2.5195927508175364 3.9536369629204273 4.8539321348071098 3.6893291994929296 2.9814066141843787 5.6579641737043849 4.2802854627370834 2.2705118805170059 2.4754766821861258 3.5557845905423147 3.4845477268099811 78.077723544090986 1.0306156836450098
leaf_count=55 107 112 50 25 20 236 24 39 145 82 34 31 91 27 52 42 41 24 36 34 20 18 32 33 22 16 23 29 1604 17
internal_value=0 -0.00165545 0.00100667 0.00135588 -0.00212553 0.0016938 0.0011426 0.00138334 0.00172023 -0.00225213 -0.000312978 -6.74961e-05 0.000931198 0.00139019 0.000222361 -0.00031502 -0.00124533 -0.000641109 -0.000162706 0.0015319 0.00100533 0.000225664 -0.000173118 -0.0013067 -0.00172626 0.00208335 -0.00194918 0.000654368 -0.0025196 -0.00148994
internal_weight=0 149.457 90.3302 80.7861 110.696 71.6879 46.611 44.0501 38.0584 106.263 38.7615 35.634 21.0179 17.9441 32.1901 22.8241 22.3045 15.8721 13.3525 9.36606 7.64297 18.3687 15.3873 9.09815 5.70957 13.958 9.54415 9.14251 83.958 5.88025
internal_count=3121 2305 816 686 1978 603 367 342 303 1958 327 293 158 134 238 173 255 143 119 65 56 121 103 83 63 107 130 61 1703 99
is_linear=0
shrinkage=0.00255377


Tree=51
num_leaves=31
num_cat=0
split_feature=1 12 52 484 31 13 52 3 49 123 3 454 42 484 11 2 150 1 133 148 12 43 13 1 48 11 124 151 2 1
split_gain=44.4571 13.7538 8.1456 7.53165 5.61985 5.33661 4.89485 4.4549 4.13206 3.8844 4.35728 3.33451 3.20334 3.00165 3.06251 3.01715 2.59055 2.54927 3.33902 2.56875 3.9931 2.04634 2.01475 1.96575 1.57105 1.40068 1.38173 1.19801 1.11851 2.62164
threshold=0.104035 0.079890000000000017 -0.28430999999999995 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.15078499999999997 0.26521500000000003 -0.097604999999999983 0.29540500000000008 1.0000000180025095e-35 -0.15121499999999996 1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.081790000000000015 0.086590000000000014 0.083095000000000016 0.13408500000000004 -0.089569999999999983 -0.080634999999999984 0.11734000000000001 -0.080084999999999976 -0.073839999999999975 0.09253500000000002 0.12474000000000002 1.0000000180025095e-35 -0.087759999999999991 -0.073794999999999986 0.084715000000000013 0.080000000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 21 -1 25 8 12 17 10 -6 16 -7 -14 15 -15 28 18 -5 -20 24 -4 -23 -11 26 -3 -21 -25 29 -12
right_child=2 5 3 6 9 7 -8 -9 -10 23 11 -13 13 14 -16 -17 -18 -19 19 20 -22 22 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=0.0035978693561173011 -0.0017247199797425278 0.00079698313615792166 -0.00364843038612786 -0.0012484529714518822 0.0011950876373269556 -0.0026453400864812054 -0.0015194574953644373 -0.0024077280764108217 -0.0010657924841079702 -0.00036614239066685154 0.00085400359445580206 0.0016196061794313413 -0.0028656906377350329 -0.0012784580613012405 -0.0023138043759836804 0.0017201445707610201 -0.00020807123505568373 0.0026959435473445223 -0.00066781057923784217 0.00047866124497874396 -0.0013490287800904028 0.001604444515333638 -0.0015032208726656552 0.0028693883604532637 0.00018271149703279232 -0.0013337687837425899 0.0025371184935585904 0.00051507858928530553 -0.0025432878459527661 -0.002785809757540959
leaf_weight=2.1987353488802901 6.3998291492462149 4.9752726182341558 1.5839118622243402 2.5391740426421157 4.961902327835559 5.8774707764387157 3.0836683399975291 73.53910831362009 3.1387672200798979 4.3721942603588086 2.2312200255692138 2.123776674270629 2.6478278711438206 3.0977489836513943 2.6225252449512473 6.2157772481441498 5.8265808708965769 15.778915569186209 2.5743852779269245 2.2043719887733593 2.1361727789044371 1.9315972141921518 3.8417967222630969 3.1319329515099525 2.2359510883688918 3.0760388076305389 22.684472061693665 2.3167746886610985 11.82874884828925 2.6881080977618694
leaf_count=20 86 26 14 16 29 115 26 1720 21 34 20 14 26 30 45 46 38 176 21 17 13 22 37 31 17 34 225 16 154 32
internal_value=0 -0.00146587 0.000944798 0.00121286 -0.00026439 -0.00195657 0.00152111 -0.00212269 0.00169705 -0.000479482 -0.000927493 -0.00135392 -0.00109827 -0.000474783 5.56032e-05 0.000722787 -0.00163366 0.00186996 0.00149081 0.00170929 0.00191843 -0.00114916 -0.000463493 0.000873566 0.00217575 -1.708e-05 0.0023548 0.00186834 -0.00212962 -0.00113493
internal_weight=0 143.732 70.133 63.7332 41.68 102.052 56.3759 94.0005 53.2922 39.4812 29.6603 24.6984 20.4614 14.5839 11.9361 9.31353 22.5747 50.1534 34.3745 31.8354 29.261 7.35731 5.77339 9.8209 27.1248 8.05131 24.8888 5.44871 16.7481 4.91933
internal_count=3121 2430 691 605 388 2042 532 1982 506 368 287 258 262 147 121 76 244 485 309 293 272 73 59 81 259 60 242 47 206 52
is_linear=0
shrinkage=0.00248218


Tree=52
num_leaves=31
num_cat=0
split_feature=1 52 12 484 39 3 3 0 48 2 3 51 42 159 474 43 16 484 11 2 12 1 52 2 48 2 52 2 13 15
split_gain=54.5995 12.9406 12.7364 9.66806 7.21796 6.3201 6.17073 5.15418 5.76466 8.66197 4.74724 3.66181 3.15994 3.11645 3.2548 3.45223 3.03887 3.02012 3.36138 3.49733 2.73058 2.24001 2.06048 2.05185 1.91308 1.40612 1.38201 1.08593 1.02497 2.59096
threshold=0.099195000000000019 -0.26636999999999994 0.079890000000000017 -1.0000000180025095e-35 0.0046100000000000004 0.31299000000000005 0.097915000000000016 1.0000000180025095e-35 0.11951500000000001 0.090310000000000015 -0.097604999999999983 -0.096089999999999981 -1.0000000180025095e-35 -1.0000000180025095e-35 0.084660000000000027 -0.079109999999999986 -0.16927999999999996 -1.0000000180025095e-35 0.081790000000000015 0.08622500000000001 -1.0000000180025095e-35 0.09253500000000002 -0.065544999999999978 0.11682500000000001 -0.074214999999999989 0.11474000000000002 -0.43320999999999993 0.094565000000000024 -0.095304999999999987 0.088990000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 26 11 23 5 7 10 8 9 16 12 -1 -4 -13 15 21 -5 -14 19 -19 -17 -15 -22 -3 -11 -26 -2 -21 29 -12
right_child=1 3 6 4 -6 -7 -8 -9 -10 24 28 13 17 14 -16 20 -18 18 -20 27 22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0025356791834187167 -0.0024968374083738721 -0.0020386635732357224 -0.0025028382318502901 0.00017808817318515488 0.0024660342763834159 0.0026439905083618831 0.00076426743551370789 0.0025642200720463332 -0.0022102533926840993 -0.00010380401524700996 -0.002082810116342133 -0.0020889103145873161 -0.0026911184960593778 0.0002378069504755241 0.0022531136709525944 -0.0019924518140459831 -0.0024517028357138875 -0.0012818376136679579 -0.0026019576837210401 0.0023389163194563667 -0.0011150118572704189 0.0028428396955964604 0.00077770018236158383 0.00029292096067134316 0.0010756069953175844 0.0026176266710513005 -0.00064498479879417743 0.00044798131288303916 -0.0023769653204005268 0.0020152920421989849
leaf_weight=3.7724526934325686 5.7359293028712273 5.5594079010188562 6.1351700052619007 4.5190118625760078 24.198531463742256 8.9718963056802732 4.4958865940570822 5.3896153420209876 5.0609456449747077 3.0574445128440919 4.7732510045170775 3.8456130325794211 2.8806773647666004 5.0672145709395471 3.5770412534475318 5.9354451000690558 5.1951129809022003 3.7968159392476029 2.3059615083038798 3.8888636790215969 5.7184512279927775 2.8290577009320259 7.0803522430360184 3.3130110502243042 5.7096914649009651 7.5573536083102226 3.6123584657907468 2.9280466586351395 75.43515844270587 1.0319614633917806
leaf_count=63 107 55 112 26 236 95 20 44 33 24 81 37 31 33 24 64 47 35 29 25 39 22 45 28 38 60 23 23 1604 18
internal_value=0 0.000827143 -0.00151403 0.00113764 0.00143131 0.000880535 -0.00192529 0.000446939 8.001e-05 0.000525153 -0.00204249 -0.000343356 -0.00107438 -0.000100488 0.000152651 -0.000129485 -0.00122832 -0.000519717 -3.55642e-05 0.000522016 -0.000677681 0.00117113 -6.79555e-05 -0.00116804 0.00156858 0.00195399 -0.00178125 0.00152671 -0.00230389 -0.00135431
internal_weight=0 87.8803 145.497 78.532 69.6596 45.4611 107.672 36.4892 31.0996 26.0386 103.176 37.8256 21.9355 34.0532 30.2076 26.6305 9.71412 15.8004 12.9197 10.6137 18.7342 7.89627 12.7988 8.87242 16.3245 13.267 9.34829 6.81691 81.2404 5.80521
internal_count=3121 816 2305 686 603 367 1978 272 228 195 1958 327 255 264 227 203 73 143 112 83 148 55 84 83 122 98 130 48 1703 99
is_linear=0
shrinkage=0.00234521


Tree=53
num_leaves=31
num_cat=0
split_feature=1 12 4 0 13 0 39 42 4 3 14 49 4 48 48 1 16 12 4 1 16 160 124 52 43 3 4 133 41 448
split_gain=38.3087 10.8154 8.67154 8.09487 7.53757 6.58232 5.19681 4.93953 6.4854 4.78472 3.69326 4.76674 3.16327 4.08074 3.13727 4.35552 2.97527 2.61637 2.46156 2.40684 2.23676 1.99349 1.99326 1.95719 1.77466 1.70715 1.64167 1.55416 1.54774 1.36483
threshold=0.094465000000000007 0.051320000000000005 0.23246000000000003 -0.060129999999999996 -0.0025349999999999995 -0.10096999999999999 0.14059500000000003 0.092620000000000022 -0.49405499999999997 0.083060000000000009 0.062655000000000016 0.082865000000000008 0.0067750000000000006 0.11951500000000001 0.086260000000000017 0.077565000000000009 0.38525000000000004 -0.082514999999999991 0.0061450000000000003 0.12500000000000003 -0.07550999999999998 -1.0000000180025095e-35 -0.087894999999999987 0.10160000000000001 0.084740000000000024 -0.055119999999999995 -0.15464999999999998 -0.086649999999999991 0.08178500000000001 -0.065209999999999976
decision_type=2 2 2 2 2 2 2 2 2 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 6 5 22 10 -3 8 23 17 11 14 -11 21 15 25 24 -6 -16 28 -17 -14 -2 -5 -10 -1 -7 -24 -4 -29
right_child=1 2 19 7 9 26 -8 -9 16 12 -12 -13 13 -15 18 20 -18 -19 -20 -21 -22 -23 27 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.0034875672802957853 0.00063980917591304994 -0.0027975269057660236 0.0011875810278580768 -0.003653510967884742 -0.00043004065811106989 0.0015956168021032209 0.0037766345268569015 -0.0032472265563327565 0.0032527387896806896 -0.0028957097102702031 -0.0035648283883017422 -0.0035085445945623166 -0.0011389283621396737 -0.0026905415741111556 -0.0038495359162759196 0.0047896422709100585 -0.0016903559388906464 0.0035675996676969904 0.00052288366216493879 0.0033983468186098991 0.0012019104260579468 0.0020622081994966178 0.00068086109686778295 0.00043725943809578416 0.00054082498283726272 0.00062917346431151829 -0.0030674426457073822 0.00052635440551896534 -0.0016505012740458415 0.0035337096457217542
leaf_weight=2.0724256969988408 4.0436039231717613 15.532456062734132 6.5302430093288404 4.0842692330479666 2.3458969071507454 0.7793719694018354 1.3314925059676159 4.8569420091807833 7.0429629273712617 4.3763289488852051 5.0558169148862353 4.3380244374275199 2.6735422909259814 3.647914543747901 2.7892197370529166 2.9837648794054985 2.305762618780137 5.7934313043952006 2.4815274216234684 3.637777514755725 4.3652233779430389 7.6944129914045298 2.5351950749754968 1.6849601194262502 3.7830223701894283 2.0373732447624233 64.250763434916735 1.6592340916395283 2.8001609966158867 21.261189699172963
leaf_count=36 35 263 45 57 18 6 12 77 46 49 77 77 18 26 23 19 35 55 20 37 31 57 28 12 21 18 1629 17 17 260
internal_value=0 0.000784791 -0.000768566 -0.00203489 0.00161184 -0.00246763 -0.00227846 -0.000374588 0.000363587 0.000376717 -0.0011136 -0.000525352 -0.000525491 0.000214588 0.000248199 0.00118616 0.00160354 0.00241541 -0.00179095 0.00119492 0.00265857 0.00123674 0.0027227 -0.00245876 0.00230509 -0.00144675 -0.00301156 0.00305356 0.00033584 0.003316
internal_weight=0 85.8629 29.8321 114.911 56.0307 91.1535 16.8639 23.7579 18.901 26.5315 26.1234 21.0676 18.3922 14.0159 16.7295 11.4588 13.1317 8.13933 5.27075 12.9682 7.34899 10.368 29.4992 5.76923 10.826 4.1098 65.0301 25.4556 9.3304 22.9204
internal_count=3121 937 374 2184 563 1936 275 248 171 223 301 224 150 101 147 104 102 73 43 99 50 75 340 69 67 54 1635 305 62 277
is_linear=0
shrinkage=0.00319361


Tree=54
num_leaves=31
num_cat=0
split_feature=1 12 52 484 39 160 3 47 48 15 484 3 52 402 52 42 48 2 147 52 52 42 2 52 1 0 0 133 12 51
split_gain=50.7405 12.6942 12.1726 9.24803 5.80927 6.56702 5.74958 5.02875 5.27658 5.33274 4.01171 3.94776 3.76696 3.72232 3.06455 2.99248 2.68513 2.55192 2.49727 2.27895 2.20635 2.09069 1.9169 1.87795 2.26754 1.84143 1.62147 1.53681 1.35817 1.36809
threshold=0.099195000000000019 0.083370000000000014 -0.26636999999999994 -1.0000000180025095e-35 0.0046100000000000004 -0.40698999999999991 0.10732000000000001 0.10019500000000002 0.12474000000000002 0.035560000000000008 -0.0068949999999999992 -0.097604999999999983 0.19022000000000003 0.0089800000000000019 -0.12005499999999998 0.084635000000000016 0.11553500000000001 0.089125000000000024 0.08598500000000002 0.096795000000000006 -0.080979999999999983 -1.0000000180025095e-35 0.11177500000000001 0.0031350000000000002 0.093575000000000019 0.062580000000000011 -0.18901999999999997 -0.017654999999999997 0.11201500000000002 -0.070629999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -2 22 5 -5 11 8 9 28 -1 15 13 14 -12 25 -9 -17 19 20 -16 -22 -4 24 26 27 -23 -3 29 -7
right_child=2 6 3 4 -6 7 -8 16 -10 -11 12 -13 -14 -15 18 17 -18 -19 -20 -21 21 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0025168393251991232 -0.0020143534362051319 -0.00012509422502406971 -0.0025490750223236538 -0.0031720627768260291 0.0028229044226785217 0.0011565008692300351 0.00092985468538443782 -0.0021457796147300425 -0.0021564758943828336 -0.00063466387363604387 -0.0019568981949654955 -0.0026512273079294093 -0.0032971047737502084 -0.0029961298370478001 0.0014167270162169102 0.0021164412281617483 0.00096033821736600782 -0.0015839197802003959 0.0031248365565242435 0.0029723064969145257 -0.0024513087058359571 -5.117443879507804e-05 5.7453550293834338e-05 0.0019734117672374719 0.0015392902253494188 -8.1775574762233896e-05 -0.0028245387517495785 -0.0030611088860162251 0.00081878749059876709 0.0030588565149867923
leaf_weight=5.7237620912492266 8.6407953575253469 1.5810119546949861 4.3764725364744645 2.4506215155124655 22.994812615215778 3.2057018205523589 4.0822985768318167 3.8785484880208951 2.2438191175460807 4.3587156049907199 3.5089071802794924 70.125107165426016 2.4781570397317401 2.5257835425436488 7.160289451479918 3.0190950371325007 4.3337283357977867 2.5102182775735855 2.8776922412216654 2.3834936730563632 2.9695392102003231 3.1151141300797507 3.9457247070968151 2.9384719468653193 2.7176109552383423 2.8943925350904456 3.0864450484514103 7.6802487634122389 2.8241718187928191 20.943768005818129
leaf_count=77 130 19 50 25 236 26 18 27 12 32 47 1660 31 41 57 28 31 28 20 13 35 18 33 22 16 22 30 123 22 192
internal_value=0 -0.00165407 0.00103474 0.00138344 0.00171724 0.00114253 -0.00221621 0.00139555 0.0018608 0.0021485 -0.00040892 -0.00236247 -7.15399e-05 0.000168624 0.000428511 -0.00121746 -0.00050664 0.000436538 0.000735688 0.000453581 0.000180545 -0.000416428 -0.00131327 9.31728e-05 -0.000526283 -0.00196983 -0.00143145 -0.00255989 0.00259823 0.00280633
internal_weight=0 133.378 84.1969 75.5561 67.2339 44.2391 91.8924 41.7885 33.5762 31.3324 41.4853 87.8101 35.7615 33.2833 30.7576 17.685 8.21228 5.52931 27.2487 24.371 21.9875 14.8272 8.3222 11.8576 8.91917 12.1557 6.20156 9.26126 26.9736 24.1495
internal_count=3121 2305 816 686 603 367 1898 342 284 272 407 1880 330 299 258 220 58 56 211 191 178 121 83 86 64 164 48 142 240 218
is_linear=0
shrinkage=0.00271187


Tree=55
num_leaves=31
num_cat=0
split_feature=1 52 52 0 47 1 1 15 1 447 4 48 50 2 14 51 13 15 13 403 1213 2 15 43 50 160 15 51 51 52
split_gain=36.0168 9.75762 8.84184 7.74231 6.79556 5.87122 5.67533 5.18771 6.03645 4.03782 4.0034 3.59416 3.92658 3.45002 4.10576 4.36919 3.67074 3.3176 3.18821 3.02454 4.05899 2.47642 2.05127 1.92514 2.17842 1.57598 1.40994 1.38677 1.32644 2.31545
threshold=0.094465000000000007 -0.26636999999999994 0.26391000000000003 0.051010000000000007 0.096300000000000011 0.077565000000000009 0.12337000000000002 0.035560000000000008 0.11146500000000002 0.084700000000000011 -0.49405499999999997 0.12879500000000002 0.11875500000000001 0.073895000000000002 0.062655000000000016 0.08955500000000001 -0.015039999999999998 -0.15026499999999995 -0.50061499999999992 0.03138500000000001 -0.12977499999999997 0.084715000000000013 -0.095244999999999982 -0.080554999999999974 0.10987000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.10942499999999998 -0.076794999999999988 -0.13993999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 26 4 5 7 18 17 11 -9 13 -5 12 28 19 15 16 -15 -6 -1 -7 -21 -18 -23 -4 -25 -12 27 -2 29 -3
right_child=1 2 23 10 6 9 -8 8 -10 -11 25 -13 -14 14 -16 -17 21 -19 -20 20 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0017725855867036446 0.00023475477160011585 0.003424783178009286 -0.0042137142105610707 -0.0020118883920012547 0.00083730722962626388 -0.0030938056001096237 0.0022629677144614876 -0.0035128803699827466 0.0018977719915847773 0.0035012741434676917 -0.00011765930976712049 -0.001693880493782622 -0.0019028174686092064 0.0039306825022832285 -0.0033316378029280957 -0.0024356736118783598 0.0030324920836202855 -0.0027604130308909319 -0.0027609087122335554 -0.0031142245555259634 0.0060154789193927055 0.00066311846094921801 -0.0030623260938536893 0.00041754774668302009 -0.0033366377693033809 0.0026318425416501806 -0.0033871929897664826 -0.0034006596626103575 0.0029592320890531078 -0.0010044984760518029
leaf_weight=1.4238262027502049 2.8082349374890327 2.0960599295794964 2.2138691022992134 4.0977533385157576 3.4608167186379424 11.230538215488197 5.2857354618608943 3.085520062595605 4.6252103596925735 1.624830737709998 2.952437460422515 1.8434308916330326 1.6818152293562878 3.170839451253415 3.6637767739593974 4.018013570457696 1.8759640343487269 6.8629591129720202 63.074425790458918 0.93949047476053238 0.81741489470004924 3.037724487483501 2.3551733009517197 3.8228266872465593 2.1776884235441685 5.1096336320042601 4.5560823418199998 1.4171253517270086 35.603744827210903 2.1419409178197375
leaf_count=7 25 25 20 36 22 290 50 45 38 13 25 9 11 22 58 35 13 68 1554 26 17 20 37 41 32 31 93 27 410 21
internal_value=0 0.00075674 0.00110703 -0.00185449 0.0014683 -0.00213636 -0.000261724 0.00199701 -0.000267351 -0.00110294 0.00039936 0.00239961 0.00258134 -0.00134342 -0.000498771 0.000219115 0.00124089 -0.00155436 -0.00266083 -0.00252195 0.00113345 6.75358e-05 -0.000963849 -0.00182589 -0.00094491 0.00162494 -0.0022311 -0.000984511 0.00277063 0.00118617
internal_weight=0 83.6831 74.9016 109.392 66.6872 97.232 15.6095 51.0777 7.71073 32.7338 12.1598 43.367 41.5236 31.1089 18.1215 14.4577 10.4397 10.3238 64.4983 12.9874 1.75691 7.26886 5.3929 8.21438 6.00052 8.06207 8.78144 4.22536 39.8417 4.238
internal_count=3121 937 792 2184 699 2092 140 559 83 531 92 476 467 518 185 127 92 90 1561 333 43 70 57 93 73 56 145 52 456 46
is_linear=0
shrinkage=0.00299599


Tree=56
num_leaves=31
num_cat=0
split_feature=12 4 13 1 1 3 484 15 3 11 132 15 1 47 52 3 52 41 15 124 13 457 0 133 13 15 48 0 1 448
split_gain=31.7041 12.648 8.73094 6.25271 5.94425 4.52983 4.41515 4.62936 4.09352 3.38252 3.30247 3.10756 3.08202 3.84383 3.1513 2.73101 2.62492 3.22934 3.42941 2.14032 2.02719 2.22471 1.99807 1.77496 1.74932 2.86075 1.74186 3.78204 1.5753 1.34455
threshold=0.051320000000000005 0.36766000000000004 -0.0044799999999999987 1.0000000180025095e-35 0.13021500000000003 0.097915000000000016 -0.0068949999999999992 0.035560000000000008 -0.097604999999999983 0.087830000000000005 0.087955000000000019 0.15614500000000003 0.10060500000000001 0.096475000000000019 -0.085984999999999992 0.12178000000000001 -0.12005499999999998 0.078475000000000017 0.079055000000000014 -0.087894999999999987 0.043850000000000007 0.082380000000000009 -0.068604999999999985 -1.0000000180025095e-35 -0.094514999999999988 0.088990000000000014 0.086260000000000017 -0.22491999999999998 0.090475000000000014 -0.065209999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 5 8 -4 10 16 -3 12 24 14 15 -8 -14 -2 18 20 -5 -18 -22 -20 -21 25 28 27 -16 -10 -25
right_child=1 9 6 19 -6 -7 7 -9 11 -11 -12 -13 13 -15 26 -17 17 -19 22 23 21 -23 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=-0.0020479097959849742 -0.003127648908943125 0.0037078337361234779 -0.0027828676650414924 0.00050137819373129318 0.0021583976202711437 0.00082124119742448627 -0.0033645132929847319 -0.0030381365842086379 -0.0034439044573130735 -0.0002042442047796176 0.0040614566063584953 0.0020902093854630738 0.0033970357696550936 -0.0010531832884099234 0.0040604620294348989 -0.00042988617909126789 0.0025500884842227138 -0.003627455103206462 -0.0036771848443723858 0.00079270274767097206 -0.0021027491286192976 0.0022788776696740232 0.0015057139599617307 0.0004732204655886797 -0.0032147119644757674 0.0040799861090798284 -0.0016690371830610105 -0.00047671091313879427 0.00074952087266772383 0.0035373411149286242
leaf_weight=3.3708616867661467 6.5530848372727659 4.5370405428111535 5.5666189081966868 4.3293416500091579 3.1043279618024817 4.3878170624375334 3.3942632954567697 3.8998403102159491 3.4498155396431605 4.6612650528550148 2.7480254620313636 1.2471627630293358 8.10176734626293 4.5777481682598582 2.750240344554185 2.5505361258983603 4.6238887291401642 3.2471557743847361 3.2843312788754702 3.3905873931944432 3.10571513697505 1.9701150469481943 1.0122390128672112 1.6117890961468315 58.574513724073775 0.86133260652422894 3.9147228039801112 6.2642453983426121 1.2768039628863332 19.673038315027942
leaf_count=46 128 43 60 38 30 22 51 42 81 36 24 17 87 35 19 18 35 51 72 36 34 19 7 17 1694 20 27 58 11 263
internal_value=0 -0.00188869 0.000840007 0.00210986 -0.00223247 -0.00237811 -9.93175e-05 0.000291723 -0.00253548 0.00172538 0.000670304 -0.00295221 0.000374966 0.00141853 -0.000598699 0.00248074 -0.00139 -0.000729635 -5.73376e-05 0.00259307 0.00100523 -0.00040208 -0.00245613 0.00296006 -0.00305022 -0.001326 0.000127401 0.000907541 -0.00231113 0.00330531
internal_weight=0 105.897 76.1436 32.3756 96.6983 93.594 43.768 38.2014 89.2062 9.19831 34.3015 65.4096 31.5535 15.2301 16.3235 10.6523 23.7965 17.2434 13.9963 29.0048 9.69972 5.07583 4.29657 24.6754 64.1625 5.58795 12.9292 9.01449 4.72662 21.2848
internal_count=3121 2300 821 400 2221 2191 421 361 2169 79 319 1823 295 140 155 105 346 218 167 354 88 53 79 316 1806 112 104 77 92 280
is_linear=0
shrinkage=0.00322531


Tree=57
num_leaves=31
num_cat=0
split_feature=12 16 13 133 132 39 160 160 132 13 3 484 15 1 47 1 12 52 42 484 52 41 3 448 52 1 51 0 0 4
split_gain=27.7253 11.3218 7.61083 5.61515 4.96269 4.14068 3.98846 4.09519 3.83683 3.57239 3.83849 2.98839 3.02685 2.96012 3.97377 3.18485 2.91959 2.83452 2.72071 3.56353 4.10726 4.23877 2.53289 2.3074 2.25862 1.90066 1.54586 2.39973 1.49799 1.41273
threshold=0.051320000000000005 -0.16927999999999996 -0.0044799999999999987 -1.0000000180025095e-35 0.082230000000000011 0.14059500000000003 -1.0000000180025095e-35 0.08443500000000001 0.080640000000000017 -0.47860499999999995 -0.097604999999999983 -0.0068949999999999992 0.035560000000000008 0.13820500000000002 0.092710000000000015 0.094090000000000021 0.091200000000000017 0.15915500000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.23798499999999997 0.078065000000000009 0.12178000000000001 -0.068129999999999982 -0.085984999999999992 0.12500000000000003 0.087505000000000013 -0.22491999999999998 -0.11756999999999999 0.0067750000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 4 -1 9 -2 16 11 -3 18 -4 13 14 15 24 -8 23 -11 -20 -21 -22 29 -5 -13 28 27 -26 -18 -17
right_child=1 5 8 17 -6 -7 7 -9 -10 10 -12 12 -14 -15 -16 22 25 -19 19 20 21 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.0027327069560808687 -0.0022777378669149857 0.00097389472260728683 -0.0023958572056113729 -0.00073242699747822946 0.003016276537307011 0.0033787248993962403 0.0043537888492621926 -0.0024912678272623525 0.0027785350133851688 -0.0032232705193468553 -0.0027201200708210325 -0.0033058904532150949 -0.0025698595928243433 0.0036383976535952533 -0.0022977027842713679 0.0007803158731830382 -0.0013760625795420818 -0.0011236998930342693 -0.003330190616434229 -0.003080195539513433 0.0021006681815385494 -0.0023888839310171059 -0.0011147267908533395 0.0029571181551306053 0.0031371700952162614 0.0033360935075523873 -0.0018434784964296081 -0.00038793485748123634 0.0013240796458883445 0.0033426154139689465
leaf_weight=3.773070719093087 3.7678650077432421 2.9042880535125724 5.2877025399357072 1.5523372665047741 1.9428796879947183 1.1496598683297623 2.8446195702999821 2.3003289289772502 3.6536023132503024 4.5559958126395967 56.363589575514197 1.9957606419920981 3.5760878641158333 2.0799893438816062 5.1291942317038766 2.7738517466932517 2.8873892836272708 1.7755378484725941 3.348677625879648 2.7460153400897971 7.1636133491992897 2.397267809137702 2.1052248850464812 21.488773301243778 2.4595411717891711 2.2465195134282112 2.5998516641557217 5.007825143635273 4.4743127897381774 5.4467748701572418
leaf_count=51 66 16 60 14 25 12 24 43 38 114 1737 34 40 17 49 33 23 14 39 74 58 31 12 296 17 25 22 43 38 56
internal_value=0 -0.00165465 0.000721902 0.00183287 -0.000778599 -0.00212797 0.000405898 0.00109128 -8.35215e-05 -0.00220763 -0.00232829 -0.000355397 -3.01628e-05 0.000276688 2.25885e-05 0.000554158 0.00175306 0.00243436 -0.00123561 -0.000657173 7.0149e-05 0.000974971 0.00174554 0.00270854 -0.00046566 0.000983087 9.73972e-05 0.000773136 0.000265036 0.00247803
internal_weight=0 99.1501 72.648 30.5326 5.71595 80.6291 18.521 14.7532 42.1154 79.4794 76.5752 38.4618 33.1741 29.598 27.518 22.3888 12.4528 24.8166 20.2116 15.6556 12.3069 9.56088 10.3259 23.0411 12.063 9.60822 10.0672 7.46737 7.3617 8.22063
internal_count=3121 2300 821 400 76 2081 219 153 421 2069 2053 383 323 283 266 217 110 324 316 202 163 89 101 310 116 86 82 60 61 89
is_linear=0
shrinkage=0.00292253


Tree=58
num_leaves=31
num_cat=0
split_feature=1 12 52 484 13 128 12 453 3 51 52 4 160 43 4 133 42 15 41 0 1 15 474 3 16 48 484 3 48 13
split_gain=50.9053 12.2656 11.1297 9.75623 5.92524 5.51848 4.90831 5.29905 4.14243 3.95583 4.11522 3.60236 3.70612 3.47461 3.27272 3.25563 3.09484 2.92046 2.45002 2.64374 2.42947 2.24444 2.03127 2.16312 2.81585 2.30493 1.76998 2.2879 1.64269 1.21223
threshold=0.10089500000000001 0.079890000000000017 -0.38533999999999996 -1.0000000180025095e-35 -0.15078499999999997 0.086435000000000012 -0.054684999999999991 1.0000000180025095e-35 -0.097604999999999983 -0.096089999999999981 0.19022000000000003 0.27044500000000005 -0.079279999999999975 -0.079109999999999986 0.033845000000000007 -1.0000000180025095e-35 -1.0000000180025095e-35 0.050935000000000008 0.078475000000000017 0.11070500000000001 1.0000000180025095e-35 0.024640000000000006 0.083260000000000015 -0.10023499999999998 -0.056919999999999991 0.086035000000000014 -0.067484999999999989 -0.03694999999999999 0.11926500000000002 -0.47860499999999995
decision_type=2 2 2 2 2 2 2 2 2 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 -2 26 29 6 -5 11 16 -1 13 12 -8 20 17 -15 -6 -14 19 21 -11 -18 23 -17 25 -25 27 -4 -13 -3
right_child=2 4 3 5 8 -7 7 -9 -10 10 -12 28 14 15 -16 22 18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0023868412446974119 -0.0017287190301828272 0.0010560265578015483 -0.0020213967760478856 0.0024046474043372657 -0.0023532297756398784 -0.0013900624091223966 -0.0013575888893668793 -0.0016916241392837647 -0.0021632885389869937 0.00011076745686411096 -0.0026871849512915486 0.0023106684173964465 0.0024465549077545986 -0.002107104691730346 -0.00042322871149253865 0.0016517643802060208 0.0016021311686635427 -0.00027776367708344925 -0.0025949260682031411 -0.001973885191490408 0.0023736650993815972 -0.00068831102983807943 0.0018431150464059097 0.0014151209279078666 -0.0021109582804316597 -0.00089479292343191171 -0.0028349260867099038 0.0006509417251917254 0.00034957456148590514 -0.00068163420966082882
leaf_weight=3.8909688591957083 7.3448977731168261 3.4454503059387207 2.7788307406008244 22.019681498408318 5.7434159927070167 3.2541478089988223 3.6000739373266724 3.0655836835503569 71.418515667319298 4.3363893106579798 2.6337014734745017 15.519621670246126 8.2061367034912092 3.9521529451012638 4.604033611714839 2.5446309074759528 4.7914275899529439 2.5172925963997832 2.1035586819052687 2.5332221612334243 5.0016610100865364 3.7210255935788155 2.7984131984412661 3.8088642209768313 4.0263478718697963 4.754863765090704 2.1487505510449392 3.6006414033472538 2.4166545644402495 4.5755179934203607
leaf_count=69 113 17 29 238 114 23 33 22 1701 31 28 140 67 52 27 14 33 18 25 23 40 39 18 23 42 30 26 29 15 42
internal_value=0 -0.00134613 0.000868629 0.00112737 -0.0017577 0.00141845 0.00156598 0.00110348 -0.00191956 -0.000273988 -3.11718e-05 0.00133592 0.00066261 0.000192864 0.00113711 -0.000289269 -0.000998228 0.00180703 -0.000406381 1.04098e-05 0.00132282 0.000600916 0.00011135 -0.000208854 -0.00058491 0.000132581 -0.0010981 -0.000513101 0.00204644 6.47874e-05
internal_weight=0 136.08 81.0763 73.7314 98.3321 65.2032 61.9491 39.9294 90.3112 37.748 33.857 36.8638 18.9275 31.2233 15.3275 21.8853 18.8927 10.7234 13.1492 11.0457 9.33805 8.51245 17.9331 15.1347 12.5901 8.56373 8.52822 6.37947 17.9363 8.02097
internal_count=3121 2341 780 667 1994 583 560 322 1935 347 278 300 145 250 112 179 234 85 120 95 71 72 127 109 95 53 84 58 155 59
is_linear=0
shrinkage=0.00221259


Tree=59
num_leaves=31
num_cat=0
split_feature=1 12 12 2 3 3 16 457 159 160 38 151 16 52 14 484 52 1 13 42 11 13 4 151 15 4 133 15 1373 15
split_gain=26.4442 8.14149 6.5916 4.7224 4.18501 4.15558 3.77065 3.60228 3.3704 3.58317 3.27963 3.25264 4.45254 3.22582 2.65016 3.02623 3.40287 4.14146 3.28703 2.61536 2.72033 2.05793 1.98508 2.19426 1.93988 1.80266 1.61223 1.51344 1.43503 1.2185
threshold=0.10089500000000001 0.083370000000000014 -0.064509999999999984 0.14838000000000004 0.10732000000000001 -0.097604999999999983 0.071345000000000006 0.045365000000000009 0.086110000000000006 -1.0000000180025095e-35 0.10657000000000001 -0.0017399999999999998 -0.065999999999999989 0.19022000000000003 0.062655000000000016 0.08660000000000001 0.084505000000000011 0.077565000000000009 -0.080759999999999985 -1.0000000180025095e-35 0.081790000000000015 0.11217000000000001 0.0061450000000000003 -0.080994999999999998 -1.0000000180025095e-35 -0.27825499999999997 -1.0000000180025095e-35 -0.092919999999999989 0.084345000000000017 0.15614500000000003
decision_type=2 2 2 2 2 2 2 2 2 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 10 6 5 19 7 8 9 -4 28 27 26 14 15 16 17 -1 -19 -3 24 -8 23 -20 -21 -26 -13 -11 -2 -7
right_child=2 4 3 -5 -6 29 21 -9 -10 11 -12 12 -14 -15 -16 -17 -18 18 22 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0029471928179478791 0.0035886747711391643 -0.0034529585146889164 -0.0029639274700620755 0.0033099767417009026 0.00089854504873492869 -0.0031440686893241714 -0.0026036693222354439 0.0032548830524870274 0.0025523261941225476 -0.0041523840799810767 -0.001027659859010934 -0.00041413686195850664 -0.003276419351794528 -0.0038636840208366927 -0.0037014840548290329 0.0028919288705498321 0.0023081502657999191 0.003380383024734028 0.0012491775247659449 0.0028098229535528196 -0.0035893753485236727 0.0010221877732143987 0.001080896483727934 -0.0026581889586525568 -0.0023375043111484479 0.001223056959681559 0.0027677289626239707 -0.00015781694640197848 -0.00012931084317378355 0.0013224618071954045
leaf_weight=6.9728055130690434 13.760287918150427 3.8292643856257191 4.9961186256259777 5.1439627334475508 3.9386481642723075 48.121386425569654 7.8413304053246957 4.5055253058671942 4.8019720539450637 2.2087661288678646 2.2163612619042388 2.2559562623500939 2.0841327421366982 2.805412992835044 2.1705909166485062 3.6823295578360549 4.5431661382317534 2.7768938448280194 2.1532655693590712 2.7865763977169973 2.1940284539014092 2.1897735297679901 4.8466705642640591 5.8183479532599254 3.0294062159955484 3.1946754939854163 7.6344258002936778 1.9554088599980008 1.2372914813458908 0.67731074988841911
leaf_count=122 222 109 52 61 18 1655 147 48 55 17 18 20 22 41 38 37 32 27 19 25 37 14 35 76 25 32 67 25 12 13
internal_value=0 -0.00173596 0.00098346 0.000325502 -0.00240963 -0.00261375 -5.38091e-05 0.000525586 5.14743e-05 -0.000516736 0.00272707 0.000240851 0.00111631 -0.000459588 -0.000169882 7.90557e-05 -0.000302998 -0.000828649 0.000118579 -0.00109364 -0.000287325 -0.00181215 -0.000588043 -0.00160274 0.0005167 -0.000509952 0.00204196 -0.00227662 0.00328194 -0.00308207
internal_weight=0 103.541 62.8313 45.6174 67.7713 63.8326 40.4734 30.4423 25.9368 21.1348 17.2139 16.1387 11.9745 35.7695 32.9641 30.7935 27.1111 22.568 15.5952 15.034 11.2047 10.0311 12.8183 7.97161 9.01066 6.22408 9.89038 4.16417 14.9976 48.7987
internal_count=3121 2341 780 528 1914 1896 467 306 258 203 252 151 109 427 386 348 311 279 157 228 119 161 130 95 82 57 87 42 234 1668
is_linear=0
shrinkage=0.00330686


Tree=60
num_leaves=31
num_cat=0
split_feature=1 12 52 47 50 16 4 376 1 15 4 0 1 47 4 150 39 48 4 1 1374 457 48 4 4 47 151 2 16 42
split_gain=59.672 13.8012 12.1533 10.1664 6.40287 6.05579 5.53788 5.48401 4.93165 4.8995 3.73866 7.34317 6.22215 5.4379 4.56954 4.83719 3.16717 5.57158 5.869 2.91768 2.90906 2.45013 4.40202 2.32685 2.3263 2.84732 2.16064 2.39969 1.27854 1.23209
threshold=0.10089500000000001 0.083370000000000014 -0.38533999999999996 0.086785000000000015 0.11843500000000001 -0.51370499999999997 -0.15764999999999998 0.080200000000000007 0.13707500000000003 0.083195000000000005 -0.46376499999999993 -0.0058249999999999994 1.0000000180025095e-35 0.077555000000000013 0.0061450000000000003 0.087380000000000013 0.085220000000000004 0.12879500000000002 -0.036839999999999991 0.080585000000000004 0.088460000000000011 0.083995000000000014 0.085130000000000025 -0.49405499999999997 0.24564500000000003 0.12119500000000001 -0.085164999999999977 0.089125000000000024 0.27252000000000004 -0.054814999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 -2 4 16 -3 19 8 24 10 28 12 -12 14 15 26 17 18 -4 23 29 -8 -23 -7 -5 -26 -14 -28 -1 -20
right_child=2 5 3 7 -6 6 21 -9 -10 -11 11 -13 13 -15 -16 -17 -18 -19 20 -21 -22 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0028141585789720857 -0.0018917773672583228 0.0014849382357725609 -0.00090633205359945228 -0.0023383250279125005 -0.0017079789702222411 -0.0016403617856883285 -0.002391580217557112 0.0025990065932540224 0.0022318026321108695 -0.0026677506814503831 -0.0021876072497181514 0.0025821490477101684 0.0025576990004167115 -0.0019754475971124675 0.0026272782332463882 -0.0027230862525476911 0.0027066554152712437 -0.0018288983768917609 0.0011068388200590413 -0.0028273604156245705 -0.0004259411067126687 -0.0025510078483103249 0.0019706166780543832 0.00099651578110816872 0.00086924332955207802 -0.0022038545680651903 -0.0013703457194358011 0.0015444125594081491 -0.00032887771605167324 0.0025384932366446576
leaf_weight=3.7158917710185042 7.7788481414318076 2.7239157147705546 4.1137594357132867 6.9211425296962314 2.9204524345695964 2.810077264904975 86.645431257784367 3.1956229209899893 2.5570730715990058 5.0652895309031001 7.9229189008474341 5.6218429654836681 2.915218383073813 4.8294924460351458 5.6849000081419936 2.7587088122963896 18.505784258246422 2.6365295350551596 3.9616242125630441 2.405780676752328 2.3387636244297019 2.9461059831082812 2.0736582688987255 5.787313934415578 4.1363153532147408 2.8983663320541382 3.1920812986791125 3.1942267119884491 1.7077924050390718 23.877217337489132
leaf_count=40 113 27 31 72 25 25 1732 23 19 69 105 32 19 41 32 19 190 13 30 23 16 50 21 36 24 21 31 19 20 203
internal_value=0 -0.00153748 0.000942105 0.0012245 0.00172312 -0.00201389 -0.00210672 -0.000251854 -0.00080356 -0.000460198 -0.000191034 8.53449e-05 -0.00037491 0.000261285 0.000870031 4.17071e-05 0.00190388 0.00150159 0.00175766 -0.00051298 0.00212081 -0.00229802 -0.00068313 0.000134646 -0.00135972 -0.000396907 0.000861708 8.7523e-05 -0.0020316 0.00233476
internal_weight=0 152.001 85.8415 78.0627 58.3541 105.392 102.668 19.7085 16.5129 46.6084 41.5431 36.1194 30.4975 22.5746 17.7451 12.0602 55.4337 36.9279 34.2914 11.0032 30.1776 91.6652 5.01976 8.59739 13.9558 7.03468 9.30153 6.38631 5.42368 27.8388
internal_count=3121 2341 780 667 508 1914 1887 159 136 427 358 298 266 161 120 88 483 293 280 84 249 1803 71 61 117 45 69 50 60 233
is_linear=0
shrinkage=0.0023775


Tree=61
num_leaves=31
num_cat=0
split_feature=1 12 12 3 39 4 16 16 0 160 38 52 48 50 47 12 457 48 15 51 484 474 133 4 52 52 4 151 13 0
split_gain=25.3384 7.92107 6.33708 4.33225 4.10226 4.00616 4.51671 3.90731 4.24501 3.33625 3.06828 3.01004 2.89163 3.48857 3.21274 3.69787 2.65013 3.45764 2.60001 2.35154 2.12294 2.6748 2.25551 2.0353 2.00329 1.94196 2.48341 2.30061 1.58576 2.7935
threshold=0.10089500000000001 0.083370000000000014 -0.064509999999999984 0.31299000000000005 0.15619500000000003 -0.15764999999999998 -0.51370499999999997 0.064860000000000015 1.0000000180025095e-35 -0.079279999999999975 0.10657000000000001 0.19022000000000003 0.12649500000000002 0.10616500000000001 0.096475000000000019 0.11201500000000002 0.083995000000000014 0.088965000000000002 0.083195000000000005 -0.10748999999999999 -0.0068949999999999992 0.085165000000000018 -0.0061299999999999992 -0.51843499999999987 -0.092399999999999982 0.077655000000000016 0.0052350000000000009 -0.016164999999999995 -0.07743499999999999 0.12113000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 10 4 7 23 -7 8 9 -4 -2 18 13 14 15 -11 -8 -18 19 -1 -21 22 24 -3 -22 26 27 -24 -25 -30
right_child=2 5 3 -5 -6 6 16 -9 -10 12 -12 -13 -14 -15 -16 -17 17 -19 -20 20 21 -23 25 28 -26 -27 -28 -29 29 -31
leaf_value=-0.0029171234907598878 0.0027310757733141253 -0.0025373653266546154 -0.0022846462200026741 0.0030220941489501854 0.0035236866737205852 0.0015252478914019657 -0.0025994678964264837 -0.0017512035989789238 0.0028503193273924578 0.0029593220092097141 -0.00073892616777725053 -0.0032039090873441298 -0.0018951398652860703 -0.0022874282894221622 -0.00074129232685705179 -0.001313245893185738 -0.0020321114249207493 0.0036947534282855401 -0.0029406344927807556 -0.0020637718804463667 0.0010329653866723663 0.0032518324672775097 0.0008473777549985015 0.0018867915250173738 -0.0030487716006614095 0.0022253977818283764 0.0015481478495761741 -0.0019920399933894412 0.0016249320526183838 -0.0031518870141953675
leaf_weight=1.8919100482016826 14.514420993626119 2.3518750816583633 4.5646596029400888 3.9974552579224101 2.3889892101287833 2.2984565049409857 50.923448776826262 9.5396189130842668 4.2383142560720435 8.3369509838521534 2.2555600181221953 2.6696629785001269 3.6579874008893958 2.3713979683816424 4.0762872695922843 1.9068337939679612 2.4790502488613124 1.1979534439742563 2.3678163029253474 2.7029311042279067 1.4043449144810436 2.4725710675120345 3.8190676793456184 3.1633764356374741 2.6773540042340889 4.4433327652513972 5.799232516437768 5.1127063222229285 1.8677619807422146 1.8839063066989181
leaf_count=49 234 22 46 60 25 27 1732 160 49 90 18 41 29 29 26 14 61 10 55 40 12 20 38 17 46 30 43 53 16 29
internal_value=0 -0.00143557 0.000811777 0.000271391 3.72948e-06 -0.00200075 -0.00227561 -0.000213606 0.000289546 -0.000146085 0.00226436 -0.000378024 0.000333624 0.000822064 0.00133699 0.002164 -0.00243561 -0.000166321 -0.000147254 7.08675e-05 0.000269696 0.00051484 0.000223844 -0.000313136 -0.00164441 0.000621546 0.000137774 -0.000777955 0.000443346 -0.000773755
internal_weight=0 101.527 61.8485 45.0785 41.081 66.1658 56.8989 38.6921 29.1524 24.9141 16.77 35.3609 20.3495 16.6915 14.3201 10.2438 54.6005 3.677 32.6913 30.3235 28.4315 25.7286 23.256 9.26692 4.0817 19.1743 14.731 8.93177 6.91504 3.75167
internal_count=3121 2341 780 528 468 1914 1830 443 283 234 252 427 188 159 130 104 1803 71 386 331 282 242 222 84 58 164 134 91 62 45
is_linear=0
shrinkage=0.00276785


Tree=62
num_leaves=31
num_cat=0
split_feature=4 31 3 151 50 376 47 457 1 42 39 39 52 1 16 150 52 0 48 4 457 151 1 12 13 160 16 16 13 0
split_gain=32.8274 13.8241 10.962 10.5245 6.88313 5.49077 5.23734 3.86932 3.97757 3.85413 3.12866 2.76733 2.69353 1.84941 2.76626 1.64321 1.61926 1.61657 5.69301 1.82843 0.987117 1.55743 0.74262 0.709979 0.695727 0.568624 0.876417 2.13926 1.06604 0.735102
threshold=0.27834500000000006 -1.0000000180025095e-35 0.30112000000000005 -0.27559499999999998 0.11875500000000001 0.048375000000000008 0.12794000000000003 0.080930000000000016 0.088340000000000016 -0.088934999999999986 0.08568000000000002 0.12768500000000002 -0.066844999999999988 0.111945 -0.54165499999999989 -0.099594999999999975 -0.0092699999999999987 0.041630000000000007 0.088120000000000018 -0.27825499999999997 0.092475000000000016 -0.090369999999999992 0.13075500000000004 0.11903500000000002 -0.06532499999999998 -0.091944999999999985 -0.15241499999999997 -0.27167499999999994 -0.094514999999999988 -0.11991499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -2 6 7 13 11 20 -7 -11 15 -10 14 -5 -3 -4 22 19 24 21 -9 23 25 -19 -17 27 28 -27 -28
right_child=3 2 16 4 -6 9 -8 8 12 10 -12 -13 -14 -15 -16 17 -18 18 -20 -21 -22 -23 -24 -25 -26 26 29 -29 -30 -31
leaf_value=0.0026891366185008638 -0.0032740883974153325 -0.00060699853803572912 0.002493522888928059 0.0026175509474462046 -0.0023759145222919278 -0.0025499607022007324 -0.0023255605950836971 -0.0026289507030430167 -0.00087060655007656514 -0.0010332499130955056 0.0022522402571992944 0.00062542923503092326 0.0020512799557920267 0.0024620737199343131 -0.00041612744192987222 -0.0026417146358640583 -0.00038115951331374291 -0.0013101490605640848 0.0015569125948546592 -0.0002149943195438205 -0.0026876967885213531 -0.00044156992596809755 -0.0014940024951857164 -0.0030609999240565019 -0.0025793040430963604 -0.0013637879867454117 -0.0018001295619504854 -0.00014360953301614847 -0.0028170564326088698 -0.0024069083862402257
leaf_weight=3.2781399525701991 3.070687115192416 3.0496130287647238 2.947319034487009 2.863368596881628 2.4808839261531821 2.7856739945709705 1.5994211770594109 3.0048801824450502 4.6551118195056915 2.8723501004278642 3.1847369261085987 1.7330031171441067 2.5414348244667044 13.075964123010634 3.4571671485900977 30.119990468025208 1.5621591247618187 2.6681576371193012 2.4706344939768305 2.3060522153973571 5.5464360192418098 3.8941001445055017 5.0010655447840682 7.7658347412943831 14.381225489079952 4.3481862396001807 11.373713884502633 3.2845078557729712 6.6562485545873633 121.94762747362257
leaf_count=48 15 24 46 38 14 17 10 26 34 24 43 17 19 228 35 344 21 15 17 15 54 28 33 76 137 36 89 24 53 1541
internal_value=0 -0.00196803 -0.00202907 0.000699982 0.00121978 -0.00209383 0.00164464 -0.00215979 -0.00118959 -0.000327773 0.000694218 -0.00224757 0.000161247 0.00197202 0.000958208 -0.00227069 0.00149768 -0.00229458 -0.00170615 -0.00212266 -0.00197071 -0.00139429 -0.002362 -0.0023854 -0.00238069 -0.00235588 -0.00229756 -0.00176029 -0.00224283 -0.00235514
internal_weight=0 253.378 250.1 26.5475 23.4768 245.591 20.9959 236.748 19.642 8.84276 6.05709 217.106 7.19655 19.3965 6.32054 215.373 4.50948 212.323 21.8261 19.3554 12.4454 6.89898 190.497 185.496 17.0494 177.73 147.61 14.2889 11.0044 133.321
internal_count=3121 2781 2733 340 325 2666 311 2582 161 84 67 2421 53 301 73 2404 67 2380 184 167 108 54 2196 2163 152 2087 1743 113 89 1630
is_linear=0
shrinkage=0.00228268


Tree=63
num_leaves=31
num_cat=0
split_feature=4 123 151 3 50 133 47 52 1348 150 0 4 52 159 2 1 1 16 51 0 15 14 157 160 2 1 15 16 4 52
split_gain=34.2425 13.8731 9.94945 8.41164 7.01606 5.81185 4.90046 4.37014 2.91373 2.43654 2.11904 4.33614 3.47893 2.20141 3.75543 1.94527 1.79841 2.59823 1.71241 1.57663 1.81557 2.25881 1.73839 1.74644 1.11664 2.80311 1.58181 1.37757 1.03348 0.986617
threshold=0.27834500000000006 1.0000000180025095e-35 -0.27559499999999998 0.20828500000000003 0.11875500000000001 -1.0000000180025095e-35 0.12794000000000003 0.15116000000000002 0.088590000000000016 -0.099594999999999975 -0.019414999999999998 -0.49013999999999996 0.11434500000000002 0.089755000000000015 0.10774000000000002 0.09253500000000002 0.111945 -0.54165499999999989 0.080335000000000018 -0.10096999999999999 -0.11713499999999999 0.062655000000000016 -0.056799999999999996 -1.0000000180025095e-35 0.11018500000000002 0.094465000000000007 -0.095869999999999983 -0.091354999999999978 0.076415000000000025 0.10611000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 8 6 -3 16 15 9 -1 19 29 13 14 -13 -7 17 -4 -5 20 -11 22 -22 -24 25 26 -25 -28 -17 -12
right_child=2 5 4 18 -6 7 -8 -9 -10 10 11 12 -14 -15 -16 28 -18 -19 -20 -21 21 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=-0.00020798699171949018 -0.0030511872619784172 -0.0023975934872322614 0.0025265828242496385 -0.00041667176797811309 -0.0022921773865969266 -0.00022765485435787304 -0.0020965945955456868 -0.0025197866943703737 0.00065095805338177078 -0.0026056801997860301 -0.0025952192844894261 0.0021523972951616077 -0.0025617257654421397 -0.0015312444429243395 -0.0011422829212936558 0.0024006596081429582 0.0023950150654226819 -0.00029485234401686823 0.0023843585384742652 -0.0022888553106577571 0.00036409134928937464 -0.0026479102415737075 -0.0027877728375084961 -0.0027078734742602638 -0.0024315356594593242 0.00054093176956355755 -0.00026152086798073823 -0.0020862051991099996 0.00026863071559825926 -0.0010349448015375673
leaf_weight=3.3722692169249049 2.9745403975248363 3.2693096473813048 2.899055939167738 1.9992647282779206 2.4720748737454405 2.4914042204618436 1.5885008610784996 1.548536855727433 1.9346483200788487 10.793159455060957 12.587407931685449 3.9233356155455095 3.3444986864924422 3.0108758136630058 2.9667526446282864 6.2538284547626972 13.487108778208492 3.5396125651896098 2.2824222892522812 151.9166508205235 2.8568973317742374 7.359023042023181 4.0195152685046223 3.742862291634089 2.9924925789237014 4.4268159866332999 5.1138530001044327 3.3397030681371618 1.3497935049235819 2.3480517715215674
leaf_count=26 15 25 38 23 14 14 10 11 19 86 124 26 23 19 26 103 228 35 39 1925 21 69 33 31 21 31 33 24 15 14
internal_value=0 -0.00186082 0.000760736 -0.00199233 0.00123345 0.000205746 0.00163856 0.000936719 -0.00204945 -0.00207235 -0.00210033 -0.00153365 -0.000613219 4.49774e-05 0.000733765 0.00146693 0.00193633 0.000975519 0.00107646 -0.00218157 -0.0018165 -0.00156488 -0.00126403 -0.00146083 -0.00118893 -0.000965232 -0.00151191 -0.00098239 0.00202218 -0.00234992
internal_weight=0 249.243 26.9609 234.33 23.9864 14.9129 21.5143 11.6436 230.049 228.114 224.742 28.1809 13.2455 9.90096 6.89009 10.095 19.9258 6.43867 4.28169 196.561 44.6443 33.8512 26.4921 23.6352 19.6157 16.6232 12.1964 8.45356 7.60362 14.9355
internal_count=3121 2781 340 2613 325 168 311 143 2551 2532 2506 232 94 71 52 132 301 73 62 2274 349 263 194 173 140 119 88 57 118 138
is_linear=0
shrinkage=0.00220973


Tree=64
num_leaves=31
num_cat=0
split_feature=1 123 52 484 3 3 52 484 11 15 49 1 52 51 13 47 49 15 16 51 484 3 1 2 15 15 49 52 15 0
split_gain=60.3207 16.4749 11.5166 9.39227 7.74037 7.06023 5.94689 4.64569 5.58595 6.14802 4.28289 3.23624 3.15967 3.39313 3.08693 2.98405 4.58066 2.64663 3.52047 2.17924 1.9978 2.28502 1.74838 1.60903 1.40655 1.21501 0.910777 2.1816 0.869391 0.80955
threshold=0.104035 1.0000000180025095e-35 -0.38533999999999996 -1.0000000180025095e-35 -0.116045 -1.0000000180025095e-35 0.26521500000000003 -1.0000000180025095e-35 0.081790000000000015 0.079055000000000014 0.29540500000000008 0.09253500000000002 0.11434500000000002 -0.096089999999999981 -0.15416999999999995 0.088195000000000009 0.093655000000000002 0.013270000000000002 -0.014034999999999997 0.11144500000000002 -0.067484999999999989 -0.03694999999999999 0.077845000000000011 0.090675000000000019 -0.10653 0.035560000000000008 -0.081604999999999997 -0.046924999999999988 -0.085319999999999993 -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 4 29 20 7 14 10 -1 9 22 15 -3 13 -7 -6 19 24 18 23 25 21 -4 -9 -15 -17 -5 27 -16 -13 -2
right_child=2 11 3 6 5 12 -8 8 -10 -11 -12 28 -14 17 26 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0024750175490012762 -0.00052973217421322879 -0.00042616969102800311 -0.0019087977856419801 0.0022130363287203702 0.0055946778107410352 -0.002357337818057918 -0.001376511724027016 0.00047432225518620209 -0.0020126445130001468 -0.0019185256512489189 -0.00082523211720923794 0.0024504710874293295 -0.0025912768988010848 -0.0012644658908018182 0.00028625852371868133 0.00042668481251151232 0.0023230243524056948 -0.0019004485898047037 0.0015641647698038563 0.00057141631053796106 -0.0026975564946602713 0.00071735316574465531 0.0020885019861342389 0.00040530784878402141 -0.0014664278205669232 0.00093048559850038672 -0.0021249584027635388 -0.002302426070732218 0.00097663153865978924 -0.0021357908182155676
leaf_weight=4.6330982409417656 1.8918907009065149 4.7225509658455831 2.5714813955128193 33.943271823227406 0.23514601588249107 3.8957944102585378 3.3805588632822028 6.4593192487955111 5.2981144711375228 3.6197864338755599 3.3133734166622153 4.188089445233345 4.0092256627976885 5.9729501232504898 2.4014221504330635 4.4188230857253075 4.8565675020217896 3.3519092611968508 5.357522569596763 4.7781454920768729 2.3332304619252664 3.5020952075719833 5.6119880154728889 4.5500440746545792 2.9150522202253324 3.6622107774019232 103.98523377254605 3.7041990831494322 3.1296054646372795 5.4525799714028826
leaf_count=48 17 34 24 346 1 54 26 36 66 43 21 39 36 38 18 25 35 29 30 31 24 26 36 25 22 27 1819 56 22 67
internal_value=0 -0.00144893 0.000797497 0.00106309 -0.00162523 -0.0018242 0.0013508 -0.000557734 -0.000134518 0.000499633 0.00151007 0.000939072 -0.000857532 -0.000556991 -0.00206198 0.00165185 0.000729478 -0.000192306 0.000168233 0.00191715 -0.00103371 -0.000394528 0.00122476 -0.000542471 -0.000325785 0.00208814 -0.00207833 -0.00128426 0.00182014 -0.00172208
internal_weight=0 175.126 77.0193 69.6748 163.086 137.463 61.268 25.6223 20.9892 15.6911 57.8874 12.0402 27.1374 23.1282 110.326 54.5741 12.1904 19.2324 15.8805 42.3836 8.40681 6.07358 12.0713 10.523 7.33388 37.6055 110.091 6.10562 7.31769 7.34447
internal_count=3121 2430 691 607 2335 2106 533 229 181 115 507 95 212 176 1894 486 82 122 93 404 74 50 72 63 47 373 1893 74 61 84
is_linear=0
shrinkage=0.00211548


Tree=65
num_leaves=31
num_cat=0
split_feature=1 123 15 150 3 3 50 2 457 484 14 11 133 13 484 11 43 3 151 15 42 42 16 1 15 454 0 52 13 2
split_gain=27.0523 8.35581 6.29453 6.18442 5.14246 4.79262 3.73244 3.41938 3.39539 3.37252 3.78521 3.63945 4.50367 2.64156 2.34242 2.59045 2.21245 2.51979 1.94903 1.77535 1.67779 2.64697 1.65883 1.62345 1.60396 1.46143 1.45492 1.31368 1.28326 1.50928
threshold=0.104035 1.0000000180025095e-35 -0.24436499999999997 0.076925000000000007 -0.116045 0.090900000000000009 0.11875500000000001 0.13754500000000003 0.082380000000000009 -1.0000000180025095e-35 0.076175000000000007 0.081790000000000015 0.039215000000000007 -0.47860499999999995 -1.0000000180025095e-35 0.087830000000000005 -0.067199999999999996 -0.075944999999999985 -0.0093999999999999986 -0.015744999999999999 0.092860000000000012 -0.076394999999999977 -0.021269999999999997 0.111945 1.0000000180025095e-35 0.085470000000000004 -0.13843999999999998 0.08709500000000002 0.043850000000000007 0.099185000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 6 7 9 25 23 14 13 -1 11 12 28 -7 -4 16 17 22 -5 26 21 -3 -16 -2 -21 -6 -18 -9 -11 -30
right_child=2 20 3 18 5 8 -8 27 -10 10 -12 -13 -14 -15 15 -17 19 -19 -20 24 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.003594028626377544 0.0005517159157296986 -0.001009043199028092 -0.0040177294448387494 0.0028904125728329848 -0.0028218387925574139 0.00076932776958902672 -0.002117797020258837 0.00016713687738087758 0.0016228078826039782 0.0041360112484436834 -0.0034787530418548289 -0.0026882380825993457 -0.0021177025458129304 -0.0028093767390035989 0.00088875760060455557 -0.0040891588947629572 -0.00082518820829534205 0.0027241248497353637 0.0002551821761068 0.0027129705746851565 -0.0016405815389743971 0.0030937888568725869 -0.0034386350169076005 0.0033645189271970556 -0.001477860885315932 0.0011364625004396012 -0.0037783460740409575 0.0036890204703896061 -6.7881266183056387e-05 0.0034237578248588652
leaf_weight=3.3572315461933639 2.494591940194371 2.3890891745686531 2.7723309174180093 7.8432749435305595 77.816499525681138 2.942939367145299 1.6721363589167584 2.292232707142829 4.22590697556734 3.2519676610827464 2.7879127860069266 2.7511174902319899 2.761007495224475 7.2182157468050709 2.040333673357964 2.2839302346110335 3.1850065663456988 3.6612161286175313 4.4636843949556333 1.6284678839147004 1.8940794579684732 4.7880806848406774 1.603476710617542 12.507693391293286 2.1448461003601551 0.95703285187482734 3.6046386193484068 2.0190449655056 2.6739801615476608 2.3642176240682602
leaf_count=48 21 21 40 113 1969 15 12 24 30 21 49 46 25 82 12 36 28 39 41 23 18 56 30 201 21 10 30 20 25 15
internal_value=0 -0.00191525 0.000753403 6.16183e-05 -0.00215103 -0.00246515 0.00239393 -0.00078474 -0.000775472 -0.000683994 -9.51128e-05 0.000588346 0.00140403 -0.00177289 -0.00127394 -0.000896478 -0.000488382 0.000858751 0.00193463 -0.00142002 0.00102469 0.00172807 -0.00101553 0.0028968 0.000330797 -0.00277375 -0.00239303 0.0018165 0.00257693 0.0015706
internal_weight=0 122.179 56.2169 39.5425 113.108 93.1606 16.6744 27.2355 14.3871 19.9474 16.5902 13.8023 11.0512 10.1612 22.9242 20.1519 17.868 7.30503 12.307 10.563 9.07125 7.17717 3.64381 15.0023 3.77331 78.7735 6.78965 4.31128 8.29017 5.0382
internal_count=3121 2430 691 457 2335 2106 234 303 127 229 181 132 86 97 259 219 183 81 154 102 95 77 42 222 44 1979 58 44 61 40
is_linear=0
shrinkage=0.00318368


Tree=66
num_leaves=31
num_cat=0
split_feature=1 123 15 150 3 3 50 2 484 14 11 13 52 51 484 11 43 3 151 1 13 16 12 0 1 47 52 52 3 43
split_gain=30.6608 9.19311 6.81379 6.68401 5.45425 5.04885 3.81388 3.48252 3.42833 4.09208 4.07925 2.82328 2.72908 2.64466 2.42991 2.77994 2.20221 2.72009 1.93673 1.87491 1.85701 1.79049 1.78328 1.70243 1.5949 1.44951 1.3113 1.19576 1.44836 1.08301
threshold=0.104035 1.0000000180025095e-35 -0.24436499999999997 0.076925000000000007 -0.12018999999999998 -1.0000000180025095e-35 0.11875500000000001 0.13754500000000003 -1.0000000180025095e-35 0.076175000000000007 0.081790000000000015 0.14871000000000004 0.11434500000000002 -0.096089999999999981 -1.0000000180025095e-35 0.087830000000000005 -0.067199999999999996 -0.075944999999999985 -0.0093999999999999986 0.09253500000000002 -0.10278499999999999 -0.021269999999999997 0.095110000000000014 -0.14001499999999997 0.111945 0.096475000000000019 0.08709500000000002 -0.085984999999999992 0.090900000000000009 -0.17390999999999998
decision_type=2 2 2 2 2 2 2 2 2 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 8 23 24 14 -1 10 11 -10 13 -7 -4 16 17 21 -5 -3 -18 -16 27 -6 -2 -22 -9 -15 -29 -25
right_child=2 19 3 18 5 12 -8 26 9 -11 -12 -13 -14 22 15 -17 20 -19 -20 -21 25 -23 -24 29 -26 -27 -28 28 -30 -31
leaf_value=-0.0030371251587791811 0.00054197853382601338 -0.00049427683296628133 -0.0033440225442708344 0.0024422742834612787 6.8142270027238511e-05 -0.0029327738303696073 -0.0017304352486511125 0.00016641052057537976 0.0021284100196621138 -0.0029221767927898709 -0.0023092563636418766 -0.00079788632431328926 -0.0032484210269388856 -0.0021860305929722892 0.00078504663026745982 -0.0034403225581489507 0.00056389131153644417 0.0023007913158339197 0.00028092862949597656 0.0018995377218627841 -0.00055306752111513116 -0.0028984309663674453 0.0017320122166654965 -0.0012977568521037725 0.0028354388176888659 -0.0028719553411782851 0.0030395360923411593 -0.0012598946388726383 0.00064461336868933518 -0.0025831464686883968
leaf_weight=3.4008192047476795 2.5745074898004559 4.0688064284622651 2.8928501680493417 8.2932523079216462 1.8877824544906605 3.0491517074406209 1.7078929468989361 2.4443574994802466 7.7359619811177271 3.0159769579768172 2.908073265105485 3.3694760203361511 3.3455451987683764 2.7739908993244233 2.0688639804720883 2.396521568298339 3.1867853701114726 3.82983902469278 4.5823055729269973 5.4482713155448437 3.4212453328072936 1.7209245413541792 2.7522140629589549 5.0001306831836692 13.362324696034191 4.370558924973011 2.104540754109621 5.2741544209420628 6.1662873551249504 69.925809767097235
leaf_count=44 21 34 40 113 21 54 12 24 51 49 46 29 36 28 12 36 31 39 41 61 34 30 14 95 201 37 20 41 39 1788
internal_value=0 -0.00164851 0.000670921 7.81209e-05 -0.00184774 -0.00210398 0.00205886 -0.000644045 -0.000591307 -0.000102872 0.000503896 0.00124055 -0.00101781 -0.000644973 -0.00105151 -0.000735623 -0.000387101 0.000714974 0.00167307 0.000876118 -0.00115199 -0.000887603 -0.000233822 -0.00243432 0.00246494 -0.00185377 0.00149566 -0.000614448 -0.000233383 -0.00249737
internal_weight=0 130.122 58.9568 41.312 120.605 100.175 17.6447 28.4365 20.4303 17.0295 14.0135 11.1054 23.3613 20.0158 23.8876 20.9947 18.5982 7.61963 12.8756 9.51708 10.9786 3.78979 16.9666 76.8137 15.9368 7.7918 4.5489 14.2144 11.4404 74.9259
internal_count=3121 2430 691 457 2335 2116 234 303 219 175 126 80 212 176 259 219 183 81 154 95 102 42 122 1904 222 71 44 108 80 1883
is_linear=0
shrinkage=0.00266816


Tree=67
num_leaves=31
num_cat=0
split_feature=1 12 15 150 50 3 3 9 2 15 51 4 150 4 484 11 42 11 0 1 0 0 0 150 15 4 1 151 15 12
split_gain=24.3063 8.0323 5.68569 5.36045 3.30456 3.24054 3.44433 3.15244 2.90262 2.64215 2.52356 2.56267 3.30801 2.83404 2.17964 2.39131 2.15043 2.52879 2.09154 2.40572 2.07461 4.88957 1.9654 1.8553 1.7551 1.68144 1.59362 1.44859 1.35893 1.34418
threshold=0.104035 0.082850000000000021 -0.24436499999999997 0.076925000000000007 0.11875500000000001 0.10732000000000001 -0.097604999999999983 -1.0000000180025095e-35 0.13754500000000003 0.083490000000000023 -0.096089999999999981 -0.0016099999999999997 0.091105000000000005 -0.46376499999999993 -1.0000000180025095e-35 0.087830000000000005 -1.0000000180025095e-35 0.081790000000000015 -0.030209999999999997 0.086105000000000015 -0.20211999999999997 -0.13843999999999998 -0.033209999999999996 0.12187000000000002 -1.0000000180025095e-35 -0.27825499999999997 0.111945 -0.086654999999999982 -0.0072999999999999992 0.091715000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 4 8 26 6 16 -1 14 10 -9 13 28 -12 -4 20 -3 24 19 -15 -16 -22 -23 29 -18 -26 -2 -21 -13 -5
right_child=2 5 3 23 -6 -7 -8 9 -10 -11 11 12 -14 18 15 -17 17 -19 -20 27 21 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0030030670144251996 0.00046139568300547441 -0.0029560906210845377 -0.0034969619681448267 0.0030647941837924145 -0.0017128462984620399 0.00033240432607905472 -0.0026363565315038117 -0.0029981734120380359 0.001479585669701069 -0.0030860921234690799 -0.0019761710124620237 -0.0024533393229885436 0.0011387883980021657 -0.0013525190102088639 -0.0027588648770984331 -0.0035603274475683386 0.0018905693475595618 -0.0027688198317445453 0.0029653296547782269 0.0034262608217343702 0.0030206870430025618 -0.0015137857865216752 0.0011685420391780834 8.9163732869094079e-05 -0.0021821943533702755 0.00052155121935645876 0.0029408494345097035 0.00048363237664139321 8.0889020428468464e-05 0.00029449197499241306
leaf_weight=1.8448749370872963 2.4971913695335379 4.3036392889916923 2.5702518280595603 6.0327229462563974 1.6464198157191265 3.9279743656516066 56.14581648632884 2.976681960746645 4.2626091912388793 3.5321586802601805 2.9896790869533989 8.4687397629022581 3.7160337567329398 3.787960201501841 2.5253422074019971 2.1254923082888117 2.8820075765252113 3.42382963374257 3.394924178719525 2.0656845569610578 3.3137476034462514 8.8254480436444318 2.8724669255316124 4.1041200682520866 3.3332622200250626 4.032054824754594 11.653238184750078 3.7122838422656077 2.0936451107263592 1.8053024448454378
leaf_count=21 21 110 40 97 12 19 1701 64 44 65 25 100 26 46 19 36 26 63 25 24 40 94 30 36 28 38 201 28 21 21
internal_value=0 -0.00164099 0.000641292 5.66502e-05 0.00206386 -0.00216069 -0.00229281 -0.000589691 -0.000649516 -0.000770109 -0.000523753 -0.000280094 -0.00114688 0.000495822 -0.00105772 -0.000738867 -0.00121972 -0.000673113 0.00106604 0.000391981 -0.000396905 4.3666e-07 -0.00085513 0.00162338 2.71029e-05 -0.000702061 0.00250329 0.00153565 -0.00195101 0.00242672
internal_weight=0 116.631 54.2344 38.4375 15.7968 78.0486 74.1206 38.5827 26.4954 36.7378 33.2056 30.229 14.2784 15.9505 22.2327 19.6625 17.9748 13.6712 12.9609 9.56593 17.537 15.0117 11.6979 11.9421 10.2473 7.36532 14.1504 5.77797 10.5624 7.83803
internal_count=3121 2430 691 457 234 1985 1966 445 303 424 359 295 147 148 259 219 265 155 123 98 183 164 124 154 92 66 222 52 121 118
is_linear=0
shrinkage=0.00281662


Tree=68
num_leaves=31
num_cat=0
split_feature=1 12 12 3 39 16 0 4 16 457 151 160 38 2 14 51 474 376 42 457 49 4 3 0 48 2 457 48 13 133
split_gain=21.3159 6.59331 6.35547 4.39104 3.95022 3.41392 3.99898 3.13905 3.4733 3.09172 3.43256 3.05927 3.03823 2.73764 2.46364 2.49288 2.51968 2.46837 2.18622 2.04876 2.81626 1.95809 1.70309 2.36059 1.88057 1.70189 1.44825 1.43313 1.37206 1.36235
threshold=0.10089500000000001 -0.064509999999999984 0.082850000000000021 0.31299000000000005 0.15619500000000003 0.064860000000000015 1.0000000180025095e-35 -0.15764999999999998 -0.51370499999999997 0.080930000000000016 -0.00099499999999999979 -0.079009999999999983 0.10657000000000001 0.10467500000000002 0.062655000000000016 -0.096089999999999981 0.082665000000000002 0.049360000000000008 -1.0000000180025095e-35 0.083995000000000014 -0.076109999999999997 -0.51843499999999987 -0.10115999999999999 -0.10096999999999999 0.084485000000000018 0.090675000000000019 -0.078789999999999985 0.11926500000000002 -0.52014499999999986 0.061605000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 12 14 4 5 6 9 21 -9 10 -3 -12 26 -13 15 -1 17 18 -17 28 -21 -4 -20 24 -24 -26 -2 -15 -10 -23
right_child=1 3 7 -5 -6 -7 -8 8 19 -11 11 13 -14 27 -16 16 -18 -19 22 20 -22 29 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0030765504816098375 -0.00036769121295587972 -0.0028303493655501485 -0.0027904683774335531 0.0031276606204346693 0.0035704043128642524 -0.0020025487525475471 0.0028300403123711617 0.0011154771623738877 0.0044340103761222232 0.0023298099469962938 -0.0027716341896371821 -0.0010458515183797417 -0.00097504268356670039 0.0024963431716972643 -0.0033022271607653676 -0.0031816478754139654 0.0021952595600860333 0.0017067602388537945 0.0011419245898591055 0.0019020513447500825 -0.0030310797993846109 -0.00068281203008950324 0.0014668511245527899 -0.002603784941058744 -0.0027709176116789717 0.00041077729364332415 0.0031106648937484814 -0.00043348904064627477 -0.0027497664575377441 0.0021281346107076722
leaf_weight=2.7449103780090836 1.1142978221178044 5.4186096191406312 2.5851265899837017 3.3860859535634509 2.0881711058318606 9.9128350317478162 3.6320642083883277 2.2410979196429244 0.22573134303092857 2.9766936488449565 3.0214703790843549 5.5277882646769232 2.1278903707861891 5.1078743413090706 2.7459199037402859 2.9729571714997425 3.3465813361108294 3.6916689574718466 4.1639229543507232 1.9751806855201723 1.9389946553856123 4.7538329698145372 3.785921450704345 4.9192989487200718 2.8395572043955326 2.8462224192917347 11.031424112617968 1.9507074579596517 54.077007168903947 2.1025657430291176
leaf_count=65 14 50 25 60 25 160 49 27 1 34 33 45 18 57 47 55 30 36 27 20 53 43 32 70 21 21 220 15 1749 19
internal_value=0 0.000517541 -0.00169136 -5.06154e-05 -0.000322133 -0.00053861 -1.349e-05 -0.0021932 -0.00243671 -0.000443762 -0.000836414 -0.000144175 0.00223003 0.00048657 -0.000661349 -0.000429749 -0.000175419 -0.000490003 -0.000866711 -0.00257345 -0.000541711 -0.000633917 -0.000495801 -0.000969664 -0.000120953 -0.00117821 0.00279155 0.00168666 -0.0027199 0.000179186
internal_weight=0 57.2959 103.956 43.0223 39.6362 37.548 27.6352 69.8995 60.458 24.0031 21.0265 15.6078 14.2736 12.5864 34.057 31.311 28.5661 25.2195 21.5279 58.2169 3.91418 9.44153 18.5549 14.391 9.4717 5.68578 12.1457 7.05858 54.3027 6.8564
internal_count=3121 780 2341 528 468 443 283 1937 1850 234 200 150 252 117 404 357 292 262 226 1823 73 87 171 144 74 42 234 72 1750 62
is_linear=0
shrinkage=0.00290775


Tree=69
num_leaves=31
num_cat=0
split_feature=1 12 12 3 4 3 48 3 457 39 14 43 38 49 0 1 1 133 16 484 474 2 16 52 160 16 160 151 12 16
split_gain=41.6175 10.5143 10.0711 7.18663 5.86083 4.93656 4.23798 3.71297 3.7005 3.75966 3.59698 3.48975 3.04702 2.49755 2.45365 2.13528 2.08299 1.99296 2.69101 1.76696 2.01143 1.57077 1.53249 2.47802 3.02454 1.51432 1.3495 1.17145 1.15004 2.16703
threshold=0.10089500000000001 0.079890000000000017 -0.064509999999999984 0.16158000000000003 0.27834500000000006 0.097915000000000016 0.12230500000000001 -0.097604999999999983 0.080930000000000016 0.12768500000000002 -0.46885499999999997 -0.079109999999999986 0.10657000000000001 -0.016249999999999997 -0.10607499999999999 0.11588000000000001 1.0000000180025095e-35 -1.0000000180025095e-35 0.16703000000000004 -0.0068949999999999992 0.083260000000000015 0.090545000000000014 -0.0083599999999999976 0.091275000000000009 -0.071139999999999995 0.023255000000000001 0.083670000000000008 -0.076249999999999984 0.09141500000000001 0.023255000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 12 4 8 7 10 13 9 14 -6 16 -2 -3 15 -4 25 -13 19 -19 21 26 -15 24 -24 -1 -21 -12 29 -16
right_child=2 5 3 -5 6 -7 -8 -9 -10 -11 27 17 -14 22 28 -17 -18 18 -20 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0018395125044650153 0.0028339240431305662 0.00051940435992977327 -0.0016468089067673141 0.0026101953691649508 -0.001569491154647721 0.00061544728493955294 -0.0022542677209989258 -0.0026518899348959932 0.0016266708086834357 0.0020222890734939627 0.00052666599198510403 -0.0027305376353803324 -0.00045262953266900441 -0.0028332723284166645 0.00080343801152097359 0.0013987435825357358 0.0020776301204112895 -0.0022705519482339028 -0.0029937973661557627 -0.00030214720235409627 0.002210716433525137 0.00064940560621920735 0.00046978364074723612 0.0016517635523839267 -0.003008669108070908 0.0011814265337512079 -0.0026503384392592487 0.0025920971650008457 -0.0028510042350354411 -0.0027670944221448225
leaf_weight=2.6193604692816717 17.681418519467119 4.2590376995503929 4.1351577416062417 7.7120026089251033 2.2922912463545808 4.3587143570184699 2.5305771306157103 73.397446811199188 3.4914124682545653 2.2122292667627326 2.5977109968662271 4.349505256861451 2.3949052244424811 6.7509258016943976 2.1820881143212345 2.9486621618270874 5.1033035814762115 2.9489002749323943 3.2967650033533564 4.7349035143852216 2.6484209708869448 6.0717110186815262 2.8609821908175972 1.9126079380512244 5.3905804976820866 2.3571812734007835 2.9826341792941093 9.7951262481510621 10.303314700722693 3.0437779761850834
leaf_count=27 234 36 30 83 17 20 18 1711 22 16 26 59 18 113 16 17 43 30 54 43 19 38 21 15 78 14 20 95 154 34
internal_value=0 -0.00176415 0.000791496 0.000169206 -0.000244235 -0.00222975 0.00101394 -0.00236088 -0.00100917 -0.00137987 0.00157713 -0.000523013 0.00244187 -0.00135214 -0.00171271 -0.000379088 0.000850139 -0.00103503 -0.000709913 -0.000321529 2.81234e-05 -0.000391075 -0.00182337 -0.0011526 -0.00180262 -0.000408619 -0.00120966 0.00215915 -0.00232105 -0.0012762
internal_weight=0 136.043 73.3207 53.2444 45.5323 98.9303 17.2157 94.5716 28.3166 24.8252 14.6851 37.1127 20.0763 21.1741 22.613 7.08382 10.0798 27.0328 22.6833 19.3866 16.4377 13.7892 16.9151 10.1642 8.25156 4.97654 7.71754 12.3928 15.5292 5.22587
internal_count=3121 2341 780 528 445 1994 156 1974 289 267 138 347 252 263 251 47 84 263 204 150 120 101 227 114 99 41 63 121 204 50
is_linear=0
shrinkage=0.00273441


Tree=70
num_leaves=31
num_cat=0
split_feature=1 12 4 47 0 50 1 2 42 4 47 48 2 2 48 0 42 4 51 47 3 151 52 1 403 1213 160 52 51 52
split_gain=31.86 9.68559 6.97963 8.17346 6.96722 5.47016 4.89767 4.65647 4.43252 5.684 4.22931 4.89651 4.01321 2.97486 2.86108 2.86082 2.69481 2.47715 2.30205 2.27984 2.24532 2.02969 1.90784 1.899 2.31705 3.12046 1.72468 1.58296 1.55685 1.50058
threshold=0.094385000000000011 -1.0000000180025095e-35 -0.033174999999999989 0.092530000000000015 -0.060129999999999996 0.10987000000000001 0.077565000000000009 0.11704500000000001 0.092620000000000022 -0.49405499999999997 0.090100000000000013 0.11280000000000003 0.088850000000000012 0.10527500000000002 0.12879500000000002 0.034820000000000011 -0.035074999999999988 0.09173000000000002 0.086685000000000012 0.13148500000000005 0.11296500000000002 -0.082774999999999987 0.14295500000000003 0.080000000000000016 0.03138500000000001 -0.059794999999999994 -0.079279999999999975 0.10160000000000001 -1.0000000180025095e-35 -0.10925999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 10 7 5 6 14 20 -3 9 27 22 -12 21 -11 16 -15 -4 -5 28 -19 -1 -8 -2 -23 -25 -26 -18 -6 -14 -28
right_child=1 2 3 17 8 -7 12 -9 -10 13 11 -13 18 15 -16 -17 26 19 -20 -21 -22 23 -24 24 25 -27 29 -29 -30 -31
leaf_value=-0.0027396095034048131 0.0028748631816967228 -0.0028077508241532993 -0.00064555159230219445 -0.0030805956129670567 -0.0031607687621697262 -0.0028168246326181544 8.0731637890540015e-05 0.00081708923489862985 -0.0028300965550745356 0.0022179964467072275 -0.0017959004678085072 0.0030885658620038348 -3.2132820006224736e-06 -0.0030768047190133894 -0.0015094036593125701 0.0015251655055283431 0.00057650475356606603 0.00063933692576854462 -0.0016022309810413283 -0.0026115388492432682 0.00039672698614892556 0.00096280053584351798 -0.00048650968541992821 -0.002985796491787129 -0.0028927252026860486 0.0037851296245883593 0.00069340316728490835 6.7634066967751097e-05 0.003010223474557417 0.0030544146390403689
leaf_weight=55.915197245776653 16.875639766454704 10.266430128365753 2.6894201822578969 4.5423455685377103 3.7653231024742171 2.2771090604364863 3.3299406468868282 3.7009794451296321 4.7205846048891535 8.0900383777916414 4.1807194463908663 2.5280494168400764 2.6416990645229816 1.9791056364774711 1.9912315905094136 2.1780780255794525 3.5980705544352594 4.8198558613657951 2.825223483145237 2.5226249024271965 1.808845106512307 1.2754161544144214 1.4039658792316903 13.350674536079167 1.1986058019101622 0.97331160679459472 2.4337673746049502 1.6886876448988912 2.6224729754030687 13.687289096415034
leaf_count=1448 255 191 25 69 57 24 40 36 77 51 26 30 24 37 11 14 35 37 24 19 9 17 11 302 31 15 23 12 20 151
internal_value=0 0.000506253 -0.000169211 0.000438597 -0.00182007 0.00128998 -0.0021789 -0.00184727 -0.00044468 0.000191466 0.00192618 4.47014e-05 -0.00123292 0.00123916 0.00167325 -0.000665689 0.00195606 -0.00147243 0.000415245 -0.000477553 -0.00264133 -0.00189531 0.00261669 -0.00228703 -0.00255405 9.98534e-05 0.00231088 -0.00216118 0.001498 0.00269798
internal_weight=0 77.5175 52.5291 38.5617 108.363 26.6769 85.9414 13.9674 22.4218 17.7012 24.9884 6.70877 28.2173 12.2472 24.3998 4.15718 22.4085 11.8848 8.0894 7.34248 57.724 20.1279 18.2796 16.798 15.5226 2.17192 19.7191 5.45401 5.26417 16.1211
internal_count=3121 943 621 394 2178 269 1930 227 248 171 322 56 473 102 245 51 234 125 68 56 1457 405 266 365 348 46 209 69 44 174
is_linear=0
shrinkage=0.00277058


Tree=71
num_leaves=31
num_cat=0
split_feature=1 12 0 4 47 2 1 47 48 42 4 2 48 50 159 2 52 4 47 51 3 447 13 403 1213 1 52 151 42 51
split_gain=21.3858 6.98556 5.77263 5.26375 6.11786 5.32825 4.60154 4.12936 4.31484 3.82083 4.56221 2.99366 2.60711 4.44431 2.50138 4.30248 2.23755 2.17311 2.19313 2.16639 2.1068 1.8814 1.68534 1.67016 3.75706 2.29369 1.63939 1.61058 1.57576 1.47926
threshold=0.094385000000000011 -1.0000000180025095e-35 -0.060129999999999996 -0.013125 0.092530000000000015 0.11474000000000002 0.077565000000000009 0.090100000000000013 0.11280000000000003 0.092620000000000022 -0.49405499999999997 0.088850000000000012 0.12879500000000002 0.10987000000000001 0.092630000000000018 0.10731 0.15915500000000002 0.09173000000000002 0.13148500000000005 0.086685000000000012 0.11296500000000002 0.084510000000000016 0.090705000000000008 0.03138500000000001 -1.0000000180025095e-35 0.080000000000000016 0.10160000000000001 -0.085369999999999988 -0.035074999999999988 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 6 5 12 -3 20 16 -9 10 26 21 13 28 15 -12 -2 -6 -19 29 -1 23 -17 25 -25 -8 -4 -27 -5 -13
right_child=1 3 9 4 17 -7 11 8 -10 -11 14 19 -14 -15 -16 22 -18 18 -20 -21 -22 -23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=-0.00253344773096781 0.0026327383265416253 -0.0025770460943620984 -0.0029613140027529607 -0.00028747522506863244 -0.0028934230485640972 0.0010141276116346148 0.0016259833652332396 -0.0018027107778954606 0.0028544778021546801 -0.0026255896495632741 0.0029106230662018897 -7.8703102740644695e-05 -0.0018080784428033637 -0.0025846899611956121 -0.0012667197132454121 -0.0029663467168261743 -0.0011165025917459505 0.00064532370783895385 -0.0024645942149457986 -0.0015492836740562145 0.00040543802138678106 0.0022107691252736036 0.0011674285891018505 -0.002709841147194201 0.0046517516533198643 -5.3519226810122963e-05 0.00024045144756069137 -0.0027922610783165107 0.0020884123972945991 0.0028028716106255152
leaf_weight=45.49476389028132 13.720519270747902 10.055609934031962 3.3240327499806925 2.1698646657168892 3.6998624093830568 3.9355141390115014 1.0230470448732472 4.0176327377557746 2.0604330003261566 4.1273514647036782 6.3321277685463411 2.4106846563518047 1.8686768040060986 1.7289779223501671 2.4171524867415437 1.4402187485247853 1.18378635495901 4.5764068104326725 2.3494149968028069 2.6790043376386166 1.7335809692740429 0.82668288424610992 1.271164648234844 1.1087501812726257 0.82986901700496574 1.6861134041100765 1.6325533054769037 11.47095537744462 16.02558886632324 2.4685567636042824
leaf_count=1448 256 213 57 22 63 46 13 26 30 77 40 24 10 16 19 29 10 37 19 24 9 9 14 35 15 22 12 311 195 20
internal_value=0 0.00034086 -0.00159799 -0.000225563 0.000353323 -0.0015669 -0.00194823 0.0015937 -0.000223948 -0.00037515 0.000190619 -0.00102819 0.001147 0.00142415 0.0010977 0.00172966 0.00233495 -0.00127449 -0.00040964 0.000341188 -0.00242557 -0.00163898 -0.00102833 -0.00183643 0.000441452 -0.00214784 -0.00190675 -0.00244128 0.00180508 0.00137917
internal_weight=0 67.3923 92.2766 46.4099 32.4188 13.9911 71.732 20.9824 6.07807 20.5446 16.4172 24.5037 21.7931 19.9244 11.4607 9.04351 14.9043 10.6257 6.92582 7.55825 47.2283 16.9454 2.71138 16.1187 1.93862 14.1801 4.95659 13.1571 18.1955 4.87924
internal_count=3121 943 2178 621 362 259 1930 322 56 248 171 473 243 233 102 83 266 119 56 68 1457 405 43 396 50 346 69 333 217 44
is_linear=0
shrinkage=0.00261651


Tree=72
num_leaves=31
num_cat=0
split_feature=1 12 52 12 0 3 31 3 3 42 150 123 484 2 52 41 43 4 2 48 0 16 38 157 0 42 457 475 2 4
split_gain=18.8024 8.81657 4.2573 4.2412 3.71812 4.00272 3.13268 2.90419 3.53789 2.46984 2.32265 2.38405 2.90984 2.31313 2.23652 2.244 2.15718 2.17772 2.13504 1.90258 3.51368 2.07905 1.77999 1.68322 1.67756 1.30886 1.54734 1.49621 1.39799 2.22818
threshold=0.10781 0.079890000000000017 0.19022000000000003 -0.064509999999999984 -0.019414999999999998 0.31299000000000005 -1.0000000180025095e-35 0.097915000000000016 -0.097604999999999983 -1.0000000180025095e-35 0.11235000000000002 1.0000000180025095e-35 0.08660000000000001 0.14960000000000004 -0.22660999999999995 0.078475000000000017 0.084740000000000024 -0.39518999999999993 0.094835000000000017 0.12737000000000001 -0.17169499999999996 -0.092804999999999985 0.10657000000000001 -0.06266999999999999 -0.060129999999999996 -1.0000000180025095e-35 -0.0029299999999999994 -1.0000000180025095e-35 0.090545000000000014 -0.0016099999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 22 5 13 -1 8 9 -3 11 12 25 19 -11 16 17 -16 -13 20 -5 -22 -2 -23 -19 -8 -27 -28 29 -29
right_child=3 7 -4 4 -6 -7 10 -9 -10 14 -12 18 -14 -15 15 -17 -18 24 -20 -21 21 23 -24 -25 -26 26 27 28 -30 -31
leaf_value=0.0039003966676285501 0.0029911306355005049 -0.0032578332325929977 -0.0034297405355952389 0.0024137530925829611 0.0028440327369634983 0.0031745127053462237 -0.003039889284945987 0.00033129049481232163 -0.0026697877350900724 -0.003130676208006005 0.0023556212879937582 -0.001087013838883184 0.0017913991682353191 0.0023944126725351082 -0.0014521841443203578 -0.0024238275564155412 -0.0019774694992732945 0.00089084265803277322 0.0023669050268989755 -0.002494329301293514 0.00067176594373712681 0.00037525768406238404 -0.00029390974117711623 -0.0025911196348578128 0.0041478922638027394 -0.003567544730745888 -0.0029868193626989246 0.0011760608282906859 0.00070651310508202422 -0.0027963451512967768
leaf_weight=1.7362161017954338 9.016857758164404 4.0124259609729078 3.4906512834131709 3.2422433756291964 4.3245260361582067 2.8814107812941065 3.3535987976938619 4.1043087728321543 48.716645978391171 2.6564276479184636 2.8592621907591811 2.5043953992426387 2.9979738052934399 2.157397434115409 1.9356405958533276 2.9413463994860658 2.3372779786586761 3.5140161644667378 4.2660607099533081 4.7234081029891959 4.2640388645231821 2.2517780400812777 1.7340244948863972 6.7201564107089995 2.3114707246422732 1.8201482221484315 2.0609158407896855 1.9548171106725978 6.3023440092802048 3.4287721123546047
leaf_count=25 191 116 45 30 64 56 58 21 1744 71 30 33 33 29 23 45 17 41 51 41 36 36 16 85 13 17 41 19 54 40
internal_value=0 -0.00149431 -0.000309968 0.000857147 0.000292911 -0.000127524 1.72127e-05 -0.00209481 -0.00224033 -0.00117878 -0.000196493 -0.000450847 -0.000926584 -0.000534841 -0.000647315 -0.00014141 0.000523386 0.00127652 0.0010893 -0.000832911 -0.000356672 -0.00103531 0.00246128 -0.00184662 0.00218319 -0.00135725 -0.000994758 -0.000654109 -0.000242716 -0.00135394
internal_weight=0 109.305 36.7752 41.3158 30.565 26.2404 33.2845 72.5296 68.4253 19.7086 31.5483 28.689 21.9186 23.359 15.6962 13.0398 10.0984 7.76113 6.77046 21.2016 16.4782 13.236 10.7509 8.97193 5.82549 18.9206 15.567 13.7468 11.6859 5.38359
internal_count=3121 2537 446 584 377 313 401 2091 2070 326 376 346 262 257 210 139 94 77 84 228 187 157 207 121 54 229 171 154 113 59
is_linear=0
shrinkage=0.00296937


Tree=73
num_leaves=31
num_cat=0
split_feature=1 12 12 3 39 4 48 16 4 448 15 38 14 484 1429 403 51 457 48 16 160 12 4 47 132 133 376 13 151 4
split_gain=33.8526 9.06672 8.36426 6.01448 5.11097 4.98072 5.44861 4.43176 4.2656 4.10661 3.06592 3.06325 2.81109 2.46509 2.83304 2.35036 2.47668 2.33082 3.97209 2.32839 2.4378 2.31501 2.08827 2.04643 1.60167 2.91699 2.60437 1.71646 2.42858 1.73476
threshold=0.10089500000000001 -0.064509999999999984 0.083370000000000014 0.16158000000000003 0.15619500000000003 0.27834500000000006 0.12230500000000001 -0.51370499999999997 -0.15764999999999998 -0.013069999999999998 0.083195000000000005 0.10657000000000001 -0.46885499999999997 -0.0068949999999999992 0.084990000000000024 -1.0000000180025095e-35 -0.096089999999999981 0.083995000000000014 0.088965000000000002 0.11346000000000002 -1.0000000180025095e-35 0.092755000000000018 -0.49405499999999997 0.096475000000000019 0.081465000000000024 -1.0000000180025095e-35 0.049360000000000008 -0.08971999999999998 -0.016164999999999995 0.0061450000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 10 4 5 9 12 -4 22 -3 13 -2 -7 -1 15 -15 -17 -10 -19 20 -11 -22 -9 -14 25 -18 27 -27 -29 -30
right_child=1 3 7 -5 -6 6 -8 8 17 19 -12 -13 23 14 -16 16 24 18 -20 -21 21 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=-0.0022148127981723243 0.0024884599589480184 0.0024326283740418843 0.0012591245091545782 0.0022034446927871264 0.0031665286466434975 -0.001406304346430674 -0.0030798855708293327 -0.0020835075385769669 -0.0024360039640651406 -0.00225363448925115 -0.0026986344267463792 -0.00056136790509951585 0.0022137552664059086 -0.0027556397340775677 0.0023460249697618068 -0.0026641593001761705 -0.0028913364067167545 -0.0020459081815963191 0.0032878844750202797 -0.0024006807850665648 0.00087268669644617462 -0.0016015296582553424 0.00027787235230781077 -0.00067155561925275021 0.0019323166831889725 0.0016700577770223577 0.0020971192038146619 0.0010714282845136437 -0.0018877026472320269 0.00033203856469293889
leaf_weight=4.1839152313768855 15.539038956165315 1.8043265938758875 2.4476645663380614 6.7927271239459506 2.4570571407675734 2.0919946804642668 2.1000812873244277 3.6438513733446598 69.676402930170298 4.8651969693601123 4.0582032725214949 2.3241639062762252 9.0189543180167657 2.4019136354327264 2.4891667403280726 2.2870008163154223 2.193022459745424 3.041620433330535 1.193441219627857 9.4555692076683027 5.8753454387187976 3.8381196074187756 6.2296797521412355 1.8123140931129444 2.4501500576734534 2.3635556623339893 3.3922849148511878 3.848525278270265 7.3243774734436879 3.0662180855870247
leaf_count=57 234 11 27 83 23 17 15 37 1732 49 69 18 104 34 21 42 27 61 10 141 41 34 47 10 18 19 28 26 63 23
internal_value=0 0.00057603 -0.00159259 3.57599e-05 -0.000304149 -0.000512843 0.000621612 -0.00202719 -0.0021232 -0.00117245 -0.000657042 0.00209165 0.00122312 -0.000426899 -0.000191783 -0.000407183 -0.000197684 -0.00232753 -0.000542844 -0.0014431 -0.000822017 -0.00010496 -0.000593601 0.00173098 3.12635e-05 -0.000178664 0.000118859 -0.000285343 -0.00060992 -0.00123267
internal_weight=0 67.9749 126.291 50.1117 43.319 40.8619 15.0233 86.2327 83.785 25.8386 40.0583 17.8632 12.9233 36.0001 31.8162 29.327 26.9251 73.9115 4.23506 24.0342 14.5787 9.71347 9.87353 10.8313 24.6381 22.188 19.995 16.6027 14.2391 10.3906
internal_count=3121 780 2341 528 445 422 146 1914 1887 276 427 252 131 358 301 280 246 1803 71 265 124 75 84 114 204 186 159 131 112 86
is_linear=0
shrinkage=0.00247771


Tree=74
num_leaves=31
num_cat=0
split_feature=1 12 12 3 39 16 0 16 151 124 16 47 50 14 2 160 159 484 133 123 133 3 4 13 457 2 13 43 0 1
split_gain=17.6873 5.86577 5.32022 3.64117 3.59487 3.18535 3.60644 2.7998 3.40626 2.77046 2.74295 2.94902 3.46655 2.40638 2.31679 2.61698 2.1151 2.12241 2.5223 3.26301 2.24528 3.81851 2.28233 1.91316 1.74992 2.64561 1.72491 2.77652 1.3129 1.23828
threshold=0.10089500000000001 0.083370000000000014 -0.064509999999999984 0.31299000000000005 0.15619500000000003 -0.51370499999999997 -0.060129999999999996 0.064860000000000015 -0.24462999999999999 -0.088544999999999985 -0.54165499999999989 0.096475000000000019 0.10965000000000001 0.062655000000000016 0.11474000000000002 -0.079009999999999983 -0.029685 0.08660000000000001 -0.0061299999999999992 1.0000000180025095e-35 0.024320000000000005 -0.047929999999999993 0.0061450000000000003 0.11596500000000001 0.083995000000000014 0.089885000000000007 -0.47860499999999995 -0.08595499999999999 -0.11756999999999999 0.086560000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 9 4 7 -3 24 8 -4 -2 -10 12 14 16 15 -12 -1 18 -18 20 21 -20 29 26 -7 -26 -8 -28 -13 -23
right_child=2 5 3 -5 -6 6 23 -9 10 -11 11 28 -14 -15 -16 -17 17 -19 19 -21 -22 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0026493902876426252 -0.00044843579844403139 0.0012607928580031244 -0.0032538120302652699 0.0028463061200014899 0.0032668597544966661 -0.002534085799346838 0.0012172011802699155 -0.0016897667830265055 0.0032035117741742009 0.0026202264783239879 -0.0021376187546870958 -0.0029254950555398715 -0.0026003181534744123 -0.0029901681284479984 0.0026971027789062917 0.0011775344255391467 -0.0023821736047864245 0.0018697008703070972 0.0025481259639951611 0.0020324523174250499 -0.0027455658377043622 -0.00031773695383697685 0.00077074079006801547 0.0019687420237862068 -0.0028153654878923851 0.0020269891909653831 0.00039811973039188727 -0.0027736872268627677 -0.00046488586206072842 -0.0027296707716509949
leaf_weight=2.5474762823432711 2.6424105390906325 2.1401553787291041 2.0746720843017092 2.9839473515748969 1.9963849149644364 43.144686317071319 1.7885183990001667 9.1051172614097577 2.128380309790372 10.134932933375238 2.2503917180001762 2.6820049621164799 2.0341262668371192 2.6177413873374453 4.5219263248145571 6.8905440196394983 3.7970079705119231 3.3921316880732766 2.9808038696646806 4.3671998605132094 2.7910306788980952 2.4034231361001623 3.7666240483522415 1.5966853797435749 1.6770827192813151 1.5435856003314254 3.0262667294591639 5.6126193609088668 3.6433037538081399 4.108820928260684
leaf_count=42 27 27 16 60 25 1652 9 160 31 225 20 24 25 49 67 61 73 36 22 44 45 28 31 18 46 24 32 106 39 57
internal_value=0 -0.00144495 0.000484823 9.11657e-06 -0.000217691 -0.00193739 -0.00205461 -0.00041459 2.81363e-05 0.00198561 0.000310073 3.04321e-05 0.000650449 -0.000535431 0.00113442 0.000361382 -0.000322333 -0.0001076 -0.000384589 -1.31092e-05 -0.000569682 -0.000111679 -0.000883005 -0.000752022 -0.00239241 -0.000494546 -0.00116864 -0.00166258 -0.00150821 -0.00183952
internal_weight=0 93.3019 53.0881 40.3108 37.3269 60.5296 58.3894 35.3305 26.2253 12.7773 24.1507 22.0223 15.697 32.7723 13.6629 9.14094 30.1545 27.607 24.2149 20.4179 16.0507 13.2597 10.2789 12.0241 46.3654 3.22067 10.4274 8.63889 6.32531 6.51224
internal_count=3121 2341 780 528 468 1914 1887 443 283 252 267 236 173 427 148 81 378 336 300 227 183 138 116 165 1722 70 147 138 63 85
is_linear=0
shrinkage=0.00266909


Tree=75
num_leaves=31
num_cat=0
split_feature=1 12 47 52 52 31 3 3 2 15 16 1 47 1 0 15 4 43 49 1 50 15 52 160 48 48 0 13 156 2
split_gain=30.6306 9.98163 6.51125 5.08621 4.91538 4.03597 3.6114 3.62048 3.26342 3.21072 3.00049 3.813 2.90375 4.06441 3.05441 2.85074 2.87286 2.84092 2.74423 2.0349 1.9174 1.81361 1.79138 1.81537 1.46039 1.6512 1.40129 1.13758 1.10163 1.1604
threshold=0.104035 0.083370000000000014 0.085770000000000027 -0.28430999999999995 0.13796000000000003 -1.0000000180025095e-35 0.10732000000000001 -0.097604999999999983 0.11510000000000002 0.083195000000000005 -0.061854999999999993 0.13288500000000003 0.077555000000000013 0.09253500000000002 -0.036484999999999997 -0.008624999999999999 -0.42529999999999996 -0.023869999999999995 -0.016249999999999997 0.085110000000000005 0.11720500000000002 -0.055554999999999993 0.091275000000000009 -0.081969999999999987 0.12879500000000002 -0.078514999999999988 -0.085034999999999986 0.24394000000000002 0.013700000000000002 0.09678500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -2 20 -1 7 18 -6 12 11 17 13 15 -14 19 -17 -4 -3 -7 24 -12 23 -20 25 -5 -15 -27 29 -18
right_child=2 6 10 4 8 9 -8 -9 -10 -11 21 -13 14 26 -16 16 28 -19 22 -21 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0037253324345423509 -0.0021829136879235175 0.00083707681021351007 0.0015371552068002955 0.00020342770435157216 -0.0029283428579329153 -0.0029177598107201913 0.00043414450925995969 -0.0027378555380359547 0.0018522266894198474 -0.003167198699506729 -0.0030538012400221567 0.0037067049085731754 -0.0033527773166998603 0.0027150043158474728 0.0008442506183163848 -0.0019693338230155144 -0.00076126976193267751 -0.0018733628460583678 0.00023889062719243147 -0.00037581324982617447 -0.00090275159207983213 -6.9889658515421345e-05 0.00014092952231021147 -0.0029228317897907648 0.00047051460213424291 0.0029659723357611228 5.0665460717310646e-05 0.00060381627641120932 0.002689511351191129 0.0021050580437732402
leaf_weight=1.780565422028302 2.884073093533515 4.0341104753315475 3.4225914254784584 2.2363388016820016 2.8100361451506606 5.7000815421342867 3.9399887025356284 60.731305163353682 2.0708188712596893 4.0274675562977782 4.7673492729663849 2.2913738600909701 4.925889641046524 4.8633564114570618 2.0503291729837647 3.1516901925206184 2.7899287752807158 5.0452146604657191 1.8150523081421841 4.8808909766376019 1.5688169375061978 2.6437660045921794 2.9261934570968142 9.2093599811196309 3.0341196134686461 23.385078221559528 2.4929843209683886 1.8358224965631951 2.9565425515174866 2.0425873696804047
leaf_count=20 47 35 29 26 25 87 19 1687 18 71 67 22 61 45 20 37 33 41 21 32 13 25 36 164 22 336 30 20 21 11
internal_value=0 -0.00168422 0.000858777 0.00151275 0.00180128 -0.000530975 -0.0022655 -0.00240063 -0.000900072 -0.000721002 -0.000574582 0.000399936 -0.000446224 -4.20606e-05 -0.00211926 -0.000675827 0.000358367 -0.00049487 -0.00126188 -0.00174519 0.00221254 -0.00198935 -0.00186884 -0.00240229 0.00237282 0.00258303 0.00181209 0.00279403 0.00130023 0.000450257
internal_weight=0 124.318 57.9954 39.8251 36.941 41.6623 82.656 78.716 4.88086 39.8817 18.1703 10.7592 35.8543 28.8781 6.97622 21.5217 10.9407 8.46781 17.9847 10.581 32.0602 7.41112 13.9506 11.0244 30.4914 27.4572 7.35634 25.2209 7.78906 4.83252
internal_count=3121 2430 691 507 460 468 1962 1943 43 448 184 92 377 296 81 221 102 70 256 119 417 92 221 185 404 382 75 356 65 44
is_linear=0
shrinkage=0.0028895


Tree=76
num_leaves=31
num_cat=0
split_feature=4 12 151 9 1 151 13 3 11 132 3 160 50 15 133 159 15 52 48 48 15 4 52 2 456 1213 16 52 47 42
split_gain=16.6941 11.0988 6.1732 4.43221 4.15714 3.48159 3.24936 3.53139 3.47915 2.97335 2.86395 2.85932 2.29476 2.1824 2.63806 3.11555 2.05206 1.99019 2.10558 1.77723 2.01784 1.9379 1.78251 1.60608 1.55061 1.49006 1.92396 1.45327 1.45321 1.0288
threshold=0.27287000000000006 0.051320000000000005 -0.27559499999999998 -0.036024999999999995 0.13021500000000003 -0.086769999999999986 -0.094514999999999988 -0.097604999999999983 1.0000000180025095e-35 0.081465000000000024 0.30112000000000005 -0.080719999999999986 0.11875500000000001 0.035560000000000008 -1.0000000180025095e-35 -1.0000000180025095e-35 0.15614500000000003 -0.15275999999999998 0.083685000000000009 0.090390000000000012 -0.016799999999999995 -0.42529999999999996 -0.07167999999999998 0.091055000000000011 0.077935000000000018 -1.0000000180025095e-35 -0.086989999999999984 -0.014264999999999998 0.10954500000000002 -0.11051499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 6 24 8 17 11 10 13 -3 28 14 -7 -16 -9 -8 29 20 23 -22 -21 -17 -5 -13 -27 -12 -4 -19
right_child=2 4 12 5 -6 9 7 16 -10 -11 27 25 -14 -15 15 19 -18 18 -20 22 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0034268781947791602 -0.0033098115530541573 -0.003467615490058413 0.0025843797896383633 0.0028506241757320695 0.0017669200591822892 -0.0030242812926782104 -0.0030288572264055799 -0.0027674785553243012 -0.0031755700906061436 0.0019922038737847977 0.003138725069372243 -0.0016607948271696151 -0.0010906154156487835 -0.0030953540656311306 -0.0032145079183799677 -0.0029584408779400706 0.0015130392427184353 -0.003420586071891712 0.0015669048530439571 -0.00045647518841600472 -0.001577003240285796 0.0015341366652149311 0.0026695531657381973 7.2396769358100856e-06 -0.00062327563635288159 0.0033674475353412505 0.00022307810135364695 -0.00068875814800541503 8.3024359496897972e-05 -0.00079849304446521585
leaf_weight=2.7776055708527556 1.9660201668739343 1.5159848108887661 16.096262982115157 3.7687580846250048 2.490574710071086 3.8258620277047219 3.3461863715201607 43.20066437497735 3.4706209395080796 3.2703010924160472 2.0498565323650841 1.633497217670081 1.7943728491663922 4.016536032781004 2.9043733142316439 3.8240895457565856 0.93117424845695396 1.4525507800281028 2.9182195812463751 2.7260101232677698 2.5415121316909843 4.5412079170346082 3.2601632438600054 2.4310957416892052 1.447416342794895 2.4961777944117758 4.3330955896526602 1.3320960365235794 2.1419316101819268 7.5385776534676552
leaf_count=47 15 33 299 50 30 56 93 1692 58 38 35 43 15 52 45 41 14 42 27 33 36 39 27 27 17 29 34 15 23 116
internal_value=0 -0.00118908 0.0015143 -6.31984e-05 -0.00185745 -0.000294343 -0.00198138 -0.00226814 -0.00071517 -0.000604135 -0.00085795 0.00014056 0.00198775 -0.00113789 -0.000836125 -0.00045951 -0.00267716 -0.00108489 -0.000538695 -4.54386e-05 -0.000625052 0.000417758 0.00124601 -0.00180582 0.00188666 0.000786913 0.00137238 0.00163114 0.00229062 -0.0012221
internal_weight=0 120.044 21.9986 44.7169 75.3273 41.9393 72.8367 59.3874 13.4494 36.7231 33.4528 9.97876 20.0326 30.0709 26.0543 22.2285 44.1318 15.2555 11.9093 19.3241 13.3379 7.08272 5.98617 6.25519 5.21617 8.46277 6.82927 3.38195 18.2382 8.99113
internal_count=3121 2769 352 558 2211 511 2181 1984 197 444 406 139 337 356 304 248 1706 278 185 203 143 75 60 68 67 106 63 50 322 158
is_linear=0
shrinkage=0.00285289


Tree=77
num_leaves=31
num_cat=0
split_feature=1 52 1446 128 12 0 1 402 151 483 42 4 4 2 43 159 2 3 51 447 1 42 1 3 43 457 3 52 151 47
split_gain=16.9897 5.74802 4.77379 4.75628 4.99616 4.65316 4.88708 5.39297 4.30368 3.47348 3.10516 4.07827 3.0437 2.88431 2.38676 2.061 3.2658 3.17012 2.05333 2.02971 1.88162 2.62486 1.76645 1.74675 1.51124 1.53103 1.61543 1.44775 1.43872 1.4053
threshold=0.094385000000000011 -0.43320999999999993 0.091555000000000011 0.086435000000000012 -0.064509999999999984 -0.060129999999999996 0.077565000000000009 -0.47520499999999993 -0.40381499999999992 0.106785 0.092620000000000022 -0.49405499999999997 0.27044500000000005 0.088850000000000012 -0.40263499999999991 0.092630000000000018 0.10731 -0.10519499999999998 0.086685000000000012 0.085205000000000017 0.12337000000000002 0.090835000000000013 0.080000000000000016 0.11296500000000002 -0.011244999999999998 0.069910000000000014 0.30112000000000005 0.10160000000000001 0.15288500000000002 0.090100000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 29 6 23 -8 -6 12 11 27 14 19 -10 16 -13 -18 -15 22 21 24 -9 28 -16 26 -26 -7 -1 -3
right_child=1 2 -4 -5 8 10 7 13 9 -11 -12 15 -14 18 20 -17 17 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.002968681429627191 -0.0031705608484176038 0.0032391497747844495 -0.0036456749700659163 -0.0024195434075699289 -0.0035769112169556352 -0.0034191216721804413 0.017266026319528428 0.0015186227514153016 -0.0037120587588237238 -0.0033002909269179447 -0.0029240093851156659 0.0031492139259440659 0.0022774694374492511 0.0016507191844489959 0.0032686391989741391 -0.0013563226782752284 0.0039408281149627905 -0.0033834981918497969 -0.0017615540542565823 0.0030284045473129135 0.0019194142083909778 -0.0023672196294896031 -0.0024712358656735541 0.00025802852591147766 -0.0018015488370486973 0.0019390877902416639 0.0017378600515531668 0.0001646920834537511 0.0018218408276760105 0.00088966190288469738
leaf_weight=37.797676766291261 3.8961094114929429 10.142314577475188 2.2981723789125672 3.8679847195744506 2.2413704823702565 3.0462280940264472 0.14930510707199829 1.120150055736304 1.2723140995949496 1.8372131194919337 3.6668841727077952 5.9392734877765161 11.379846172407268 4.7375758551061145 1.7711657788604487 2.2547956369817266 0.81199936941266004 1.6845727544277913 2.4967492539435625 0.74075773544609624 6.6384847499430171 3.4205912891775361 12.621514724567531 1.7012413702905167 4.0006649345159584 3.0138748958706856 1.7052121609449384 1.5909396372735498 0.59033966809511085 3.0763374939560881
leaf_count=1434 119 230 29 55 19 57 6 17 10 31 77 40 166 44 21 19 5 38 24 8 65 70 374 9 41 23 26 12 14 38
internal_value=0 0.00040698 0.000652959 0.000834667 0.00108392 -0.00172539 -0.00212962 -0.000971652 0.000513617 0.000775277 -0.000406924 0.00019524 0.0010008 -0.00109704 0.000335038 0.00122967 0.00192088 -0.00100129 0.000473057 -0.00188134 0.000585606 -5.08783e-05 -0.002146 -0.00276121 0.000704371 0.000183514 -0.00074379 -0.00218957 -0.00289501 0.00269236
internal_weight=0 60.5617 56.6655 54.3674 50.4994 80.95 61.9553 21.8661 37.2807 35.0394 18.9947 15.3278 33.2022 21.7167 21.8223 10.6906 8.43585 2.49657 7.23433 14.4824 20.55 13.9115 13.7417 40.0893 10.4909 8.71975 5.70588 4.63717 38.388 13.2187
internal_count=3121 943 824 795 740 2178 1930 473 472 453 248 171 422 467 256 102 83 43 68 399 246 181 391 1457 111 90 67 69 1448 268
is_linear=0
shrinkage=0.00304495


Tree=78
num_leaves=31
num_cat=0
split_feature=1 52 159 0 0 1365 128 42 4 12 1429 1 47 4 2 0 150 50 2 15 52 42 159 1 15 3 42 15 47 47
split_gain=42.6659 11.7875 9.09405 8.20873 5.91189 5.49708 5.62267 4.75187 6.37195 4.15729 3.5369 3.20543 4.84075 5.05659 2.95484 3.36818 2.92781 2.78164 4.49884 2.43333 1.93258 1.88526 1.82855 1.82386 1.46307 2.69446 1.46237 1.37012 1.29519 1.79305
threshold=0.094385000000000011 -0.26636999999999994 -1.0000000180025095e-35 -0.060129999999999996 -0.10096999999999999 0.088010000000000019 0.086435000000000012 0.092620000000000022 -0.49405499999999997 -1.0000000180025095e-35 0.084990000000000024 0.13471500000000003 0.11893500000000001 -0.013125 0.10731 0.034820000000000011 0.083095000000000016 0.11534500000000002 0.11510000000000002 -0.09095499999999998 0.10160000000000001 0.088575000000000015 0.085035000000000013 0.10672000000000002 -0.0058549999999999991 -0.081054999999999974 0.092860000000000012 0.083195000000000005 0.090100000000000013 0.11419000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 17 4 10 6 9 8 20 28 16 12 13 23 22 -16 24 18 21 -18 -5 -3 -10 -11 -1 -26 -15 -27 -4 -30
right_child=1 2 5 7 -6 -7 -8 -9 14 11 -12 -13 -14 26 15 -17 19 -19 -20 -21 -22 -23 -24 -25 25 27 -28 -29 29 -31
leaf_value=-0.0022946486708080769 -0.0018345320649438791 0.00055359323187570333 0.0025994656096196655 -0.0026500598020055784 -0.0022186223824034105 -0.0025919830999112277 -0.001404478715971709 -0.0023370858525740661 0.0026183727034238989 -0.0022305223475194689 0.0021976410142979684 0.0025145095691454233 -0.0022944031744837612 0.0018648213767117679 -0.0025814985022113712 0.0019780014108846458 0.0011252295061139098 -0.0024022612122640038 0.0031274867605843512 -0.0017599349532609629 0.00031550866370302146 -0.0025635923200708183 0.00047848848064614718 0.00038972283648124414 -0.0025291639827260837 0.001528755541162081 0.000155652752468175 -0.0010248759142763328 -0.00014210806289902003 0.0026729506441425109
leaf_weight=9.266200449317699 9.3520146161317808 1.7921535782515983 18.876154266297821 4.1720641963183924 67.169916726648808 1.9399286434054364 3.6735456734895697 5.0064811408519736 5.8769394978880864 2.8348669931292525 1.8515809662640084 6.6477177850902072 2.6372107192873946 16.56935353204609 2.088205557316543 1.525005020201206 4.5756552740931511 4.6447221972048283 1.769340708851814 2.4372048377990714 1.6754487641155718 2.5675359629094601 3.4460242725908756 2.9477257318794727 3.3143507093191147 2.2519515492022064 3.2587601058185092 2.320931151509285 2.4778733998537055 2.4457730129361153
leaf_count=131 145 17 247 57 1630 16 38 77 33 42 13 70 23 143 37 10 29 54 13 28 12 37 22 25 55 16 30 28 19 24
internal_value=0 0.000634708 0.000942267 -0.00154083 -0.001853 0.00127451 0.00139477 -0.00031801 0.000220141 0.00156997 -0.000909096 0.00105734 0.000714419 0.00102425 0.00113346 -0.000657099 -0.00114713 -0.00104089 -9.20239e-06 0.000122538 -0.00180036 -0.0012822 0.00182741 -0.00089483 -0.00166621 -0.000927894 0.00158392 0.00023268 0.00232158 0.00125624
internal_weight=0 84.4347 75.0827 116.978 93.1878 64.3089 62.369 23.7902 18.7837 58.6954 26.0179 34.8956 28.2479 25.6107 12.9362 3.61321 24.1663 10.7738 6.12903 7.01286 5.84751 4.35969 9.32296 5.78259 17.1534 7.88723 19.8281 4.57288 23.7998 4.92365
internal_count=3121 943 798 2178 1930 677 661 248 171 623 300 333 263 240 102 47 287 121 67 57 69 54 55 67 230 99 173 44 290 43
is_linear=0
shrinkage=0.00233236


Tree=79
num_leaves=31
num_cat=0
split_feature=1 12 3 0 4 47 1 47 48 42 4 130 1429 16 151 14 0 1 132 42 159 3 3 3 2 151 2 1 52 4
split_gain=24.5483 7.55423 5.53383 5.4918 5.47874 6.22646 4.98802 3.77016 3.91223 3.40606 4.3902 3.12951 2.98126 2.97723 2.61803 2.26969 2.10219 2.08951 2.19726 1.98304 2.03764 1.96235 1.82777 1.73758 1.73712 1.7275 1.56314 1.75642 1.53732 1.33812
threshold=0.094385000000000011 -1.0000000180025095e-35 0.16158000000000003 -0.060129999999999996 -0.013125 0.096300000000000011 0.077565000000000009 0.090100000000000013 0.11280000000000003 0.092620000000000022 -0.49405499999999997 -0.0060099999999999989 0.084690000000000015 -0.087989999999999985 -0.0038099999999999996 -0.46885499999999997 -0.046359999999999991 0.080000000000000016 0.0041800000000000006 -1.0000000180025095e-35 0.088800000000000004 -0.074084999999999998 0.11296500000000002 0.090900000000000009 0.090310000000000015 0.11265500000000002 0.11411 0.11955000000000002 0.10160000000000001 -0.07712999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 7 4 6 11 15 22 25 -9 10 28 -3 13 14 -8 -6 24 -15 23 -12 -21 -7 -1 -19 -17 -2 -26 -28 -5 -16
right_child=1 2 -4 9 5 21 12 8 -10 -11 19 -13 -14 17 29 16 -18 18 -20 20 -22 -23 -24 -25 26 -27 27 -29 -30 -31
leaf_value=-0.0024796395177609371 0.0026015153870988998 0.0019923386993950104 0.0024105261916776734 -0.0028758918013341186 -0.0017302838876463212 -0.00031746881847108486 0.0015366351848992012 -0.0014949616847195382 0.0027925500883808842 -0.0024998333013201484 -0.001131104439831449 -0.0022592324495931131 0.0023424514067723126 0.0019112420303437588 0.00021203265208423632 -0.0006642991887901012 0.0028891807848627333 -0.002700432321310712 0.0021613723676544246 0.0022853305413718145 -0.00030539866120633878 -0.0026200469212290908 0.00015192578347291393 0.00056351295267890891 0.0025620150420294831 -0.00059144521598623499 -0.0004722572433677112 0.0024105006719538262 0.00012810835130811662 -0.0024364941860643479
leaf_weight=46.696741139516234 14.315649304538967 1.256390569731592 4.9792927019298068 3.4088090974837586 1.8359717875719095 4.6453999374061823 3.8663836419582367 4.0251134894788256 2.1288911551237106 4.1212349180132142 2.3720253165811345 11.511419618502257 1.6515346188098181 0.87473833560943681 2.2462257072329521 3.8916727900505093 4.0080669708550003 11.870003324002022 0.72725010290741998 6.4562286213040299 2.8689426518976688 5.0587128754705173 1.7931489497423161 1.1725484430789954 4.1167877502739412 1.2016993239521969 4.0041618198156357 2.1123433485627174 1.656141050159931 2.8087096139788663
leaf_count=1448 252 12 69 57 16 54 27 26 30 77 39 228 15 8 50 36 57 295 18 44 19 58 9 10 35 14 36 20 12 50
internal_value=0 0.000431246 -0.000140527 -0.0015744 -0.000439824 0.000163019 -0.00190247 0.00168237 -1.17574e-05 -0.000416511 9.57059e-05 -0.00184087 -0.000979759 -0.00121259 -4.77407e-05 0.000979825 0.00125422 -0.0019222 -0.00216572 0.000957104 0.00148828 -0.00151779 -0.00238232 -0.002407 0.000790292 0.00235425 0.00134347 0.000523307 -0.00189364 -0.00125959
internal_weight=0 69.0916 47.4202 94.5907 42.4409 29.6731 73.7073 21.6714 6.154 20.8834 16.7621 12.7678 25.2174 23.5659 8.92132 19.969 18.133 14.6445 13.7698 11.6972 9.32517 9.70411 48.4899 13.0426 14.125 15.5173 10.2333 6.11651 5.06495 5.05494
internal_count=3121 943 621 2178 552 312 1930 322 56 248 171 240 473 458 127 200 184 331 323 102 63 112 1457 305 127 266 91 56 69 100
is_linear=0
shrinkage=0.00255788


Tree=80
num_leaves=31
num_cat=0
split_feature=1 52 0 1 1446 12 151 2 457 402 4 42 4 2 14 51 52 15 47 48 47 159 2 3 13 3 48 151 160 15
split_gain=16.7227 5.57392 4.62259 4.73795 4.47026 4.66327 3.62562 3.81493 4.08633 3.53929 3.28829 2.96308 3.7279 2.80479 4.05597 3.28659 2.76038 2.70913 2.49242 2.21961 2.15436 1.8734 3.11026 2.97313 1.85491 1.76639 1.7409 1.38142 1.28713 1.46379
threshold=0.094385000000000011 -0.43320999999999993 -0.060129999999999996 0.077565000000000009 0.091555000000000011 -0.064509999999999984 -0.40381499999999992 0.11448000000000001 0.080930000000000016 -0.47520499999999993 -0.0096849999999999974 0.092620000000000022 -0.49405499999999997 0.073895000000000002 0.062655000000000016 0.087505000000000013 0.10347000000000002 -0.008624999999999999 0.090100000000000013 0.10396500000000002 0.093140000000000014 0.092630000000000018 0.10731 -0.10519499999999998 -0.093839999999999993 0.11296500000000002 0.13504500000000005 0.15288500000000002 -0.077609999999999985 -0.013969999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 25 5 18 -7 8 10 -5 -8 12 16 24 15 17 -4 -15 -3 -20 28 22 -14 -24 -11 27 -9 -1 -12 -30
right_child=1 4 11 9 -6 6 7 26 -10 13 20 -13 21 14 -16 -17 -18 -19 19 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.002817172359282093 -0.0030163827757939384 0.0029814522113475682 -0.0034856775110835713 0.011028173332193929 -0.003394576417380868 -0.0033591124337675462 -0.0025785513353446176 0.0023880911975860094 0.0023503591598890675 0.0012235895710964422 -0.00092740273713652599 -0.0027338755330965142 0.0029061343596423032 0.00042103367515536919 -0.0031970405341721852 -0.0018546327715349763 0.0014666382875753881 0.0042032668990399239 -0.0022553333864924982 0.0022726983146371341 -0.0011017636778414489 -0.0011879682789312672 0.003626068829703134 -0.0032099657059053736 -0.0027656797709888149 0.0002633799262540137 1.0717115071439806e-05 0.0015925363881851566 0.0030537974436422727 -0.00010018664895383523
leaf_weight=36.873700231313705 3.7578281238675109 10.251311087980865 3.1794681400060663 0.20659861899912613 2.227463809773325 2.1602957174181929 5.7630521543323985 9.7750271055847389 4.4343176856636992 1.1202954780310408 1.8677207753062246 3.5947498194873324 5.923061039298771 4.2245585992932311 2.8404983077198258 2.8717487286776304 1.3500907253473995 2.5613526552915564 1.6843719482421868 1.9865910373628137 7.2322211097925901 2.2977428920567045 0.79395786672830526 1.6468193028122193 7.9156955070793629 1.717945523560046 3.5301375873386851 0.60802064836025138 3.3134544920176268 1.9789993893355182
leaf_count=1434 119 234 58 6 29 19 114 153 44 28 19 77 40 39 58 27 11 17 13 29 81 19 5 38 298 9 31 14 41 17
internal_value=0 0.00040509 -0.00162328 -0.00201122 0.000633847 0.000800086 0.000297258 0.000505699 -0.000171537 -0.000924788 -0.00072637 -0.000364839 0.000195757 -0.00103946 -0.000149022 0.000747458 -0.00200958 0.00184864 0.00224675 0.000195072 1.52874e-05 0.00113269 0.00177023 -0.000986279 -0.00227108 -0.00261377 0.00175732 -0.00274564 0.00114358 0.00187443
internal_weight=0 59.9628 79.7263 60.9404 56.205 53.9775 40.0552 37.8949 24.5898 21.7407 20.1554 18.7859 15.1911 21.5341 12.4982 9.65766 4.52956 6.78591 13.9223 3.67096 14.3924 10.6616 8.36384 2.44078 9.03599 39.1997 13.3052 37.4817 7.16017 5.29245
internal_count=3121 943 2178 1930 824 795 519 500 316 473 272 248 171 467 141 83 69 56 276 42 158 102 83 43 326 1457 184 1448 77 58
is_linear=0
shrinkage=0.00290172


Tree=81
num_leaves=31
num_cat=0
split_feature=1 12 12 3 39 16 4 16 0 47 50 38 14 457 48 52 160 52 133 1373 457 11 160 376 4 16 13 4 0 13
split_gain=14.6726 5.27436 4.29835 3.19228 3.13272 2.92682 3.38952 2.5343 2.979 2.4357 2.51492 2.26862 2.16173 2.12978 2.44704 1.91923 2.12649 2.60878 2.47019 1.59788 1.57604 1.65617 2.0774 1.47028 1.39911 1.34961 1.21668 1.39803 1.16691 1.15038
threshold=0.10089500000000001 0.083370000000000014 -0.064509999999999984 0.16158000000000003 0.15619500000000003 -0.51370499999999997 -0.15764999999999998 0.062650000000000025 1.0000000180025095e-35 0.12033500000000001 0.10965000000000001 0.10657000000000001 0.062655000000000016 0.083995000000000014 0.085130000000000025 0.19022000000000003 -0.072114999999999985 -0.085984999999999992 -1.0000000180025095e-35 0.084905000000000022 -0.072694999999999996 0.090920000000000015 -0.079279999999999975 0.049360000000000008 -0.51843499999999987 0.63636000000000015 -0.049279999999999997 0.24564500000000003 -0.053834999999999994 -0.07743499999999999
decision_type=2 2 2 2 2 2 2 2 2 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 11 4 7 -3 24 8 9 10 20 19 15 -8 -15 16 -1 -18 -19 -2 -4 22 -22 -20 -7 28 -24 -28 -9 -26
right_child=2 5 3 -5 -6 6 13 25 -10 -11 -12 -13 -14 14 -16 -17 17 18 23 -21 21 -23 26 -25 29 -27 27 -29 -30 -31
leaf_value=0.0015700174954697849 0.0030083916278496915 0.0013685135851586885 -0.0020232203990546509 0.0022708749541727768 0.0034833425828825473 -0.0024818711229938253 -0.0026049276291581704 -0.00093313844466956486 0.0026636066061645988 -0.0025889876365686932 -0.0027258413063742408 -0.00077897088218522085 -0.0031503898354497684 -0.0029495311855839844 0.0020791259191742513 -0.0032065031584999344 -0.0023761355263311238 -0.0030048337053578491 7.0009514584911005e-05 -0.0010250761076400253 -0.0012204267734178928 -0.0015691482734186751 0.0037128284581547759 0.0025842268373933706 0.0015539770397473304 0.0010429583496242474 -0.00029022249288713895 0.002516048779300784 -0.0032642405326272906 -0.00092576448756812664
leaf_weight=5.1466933749616244 8.6193267963826621 2.0449914559721938 1.7101157177239787 4.6632374022155991 1.7276356294751156 2.0027380846440792 39.8964898083359 3.0394357144832611 3.0325772911310187 3.3372272476553908 2.2250850442796937 1.8961741253733624 2.2765032183378926 1.4270516354590648 1.7491471264511345 1.6880315206944931 4.5777497626841166 1.8909242358058858 12.210002698004223 0.87898353114724237 2.0480776485055747 1.8683594651520241 2.3643071521073589 2.2346446365118018 2.9207217991352081 1.1606823485344646 2.558593610301604 3.3027289267629385 4.0916636269539577 3.16647353582084
leaf_count=62 224 27 14 83 23 22 1732 49 48 37 37 18 49 50 21 30 92 52 118 10 20 16 25 24 17 24 22 43 87 45
internal_value=0 -0.00143572 0.00053591 6.60491e-05 -0.000250635 -0.00197461 -0.00210824 -0.000460498 3.68268e-05 -0.000373481 8.64016e-05 0.00206698 -0.000480732 -0.00242613 -0.000180227 -0.000261709 -7.09602e-05 -0.000474799 5.80165e-05 0.00263513 0.000538134 0.000898881 0.00134771 0.000458969 -0.000415728 -0.00180683 0.00198715 0.00129105 -0.00227067 0.00026405
internal_weight=0 83.2322 48.5242 37.1297 32.4665 53.2076 51.1626 30.7389 22.4471 19.4145 16.0773 11.3945 30.0245 43.0727 3.1762 27.748 26.06 20.9133 16.3356 9.49831 13.8522 12.1421 10.2737 14.4446 8.08993 8.29178 8.22563 5.86132 7.1311 6.0872
internal_count=3121 2341 780 528 445 1914 1887 422 262 214 177 252 427 1803 71 378 348 286 194 234 140 126 110 142 84 160 90 65 136 62
is_linear=0
shrinkage=0.00284978


Tree=82
num_leaves=31
num_cat=0
split_feature=1 12 12 3 47 4 50 16 4 15 2 124 3 15 43 484 3 0 376 457 48 42 48 3 4 13 42 2 151 16
split_gain=28.0958 7.76733 7.06143 4.85199 4.31886 5.11331 4.95112 3.74353 3.84854 2.82555 2.51363 2.3827 2.31502 2.55876 2.35044 2.21681 2.17556 2.40731 3.35336 2.1086 2.83646 1.69341 1.47148 1.37723 1.37686 1.14521 1.11567 1.00729 0.979296 0.938672
threshold=0.10089500000000001 0.083370000000000014 -0.064509999999999984 0.16158000000000003 0.086785000000000015 -0.17966999999999997 0.11720500000000002 -0.51370499999999997 -0.15764999999999998 0.083195000000000005 0.13404500000000005 -0.088544999999999985 0.12178000000000001 0.035560000000000008 -0.079329999999999984 -0.0068949999999999992 -0.12018999999999998 -0.13027499999999997 0.049360000000000008 0.083995000000000014 0.088965000000000002 -0.085499999999999979 0.086260000000000017 0.084940000000000015 -0.27825499999999997 -0.52014499999999986 1.0000000180025095e-35 -1.0000000180025095e-35 -0.075199999999999989 -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=1 9 11 4 5 -4 10 -3 24 15 12 -2 13 14 -7 -1 26 22 27 25 -21 -6 23 -18 -9 -10 -17 -19 -16 -23
right_child=2 7 3 -5 21 6 -8 8 19 -11 -12 -13 -14 -15 28 16 17 18 -20 20 -22 29 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0017252480216488485 -1.2669201113287194e-05 0.00086116690652239059 -0.0022081770566301923 0.0017414243981397595 0.00072196903283177759 4.4184933514238937e-06 -0.0023478406340229014 -0.00090564201585767857 0.0028156759680237646 -0.0021604619821454941 0.002318334565293281 0.0020327934652839084 -0.0014221599968434367 -0.00065085094481758562 0.00079629968847510569 0.0017354018881046269 1.1483954922549746e-05 -0.00037330473537973294 0.00087083928545517175 -0.0015815243370920272 0.0020933284826483087 8.5064979795244325e-05 -0.00051401110565879918 0.0018743022317531594 0.00086741065066272259 -0.0019526070073456036 -1.2916489831830702e-05 -0.0019572981042317475 0.0023687547606436373 -0.0016125119630354505
leaf_weight=3.7111034430563441 2.805738788098096 2.4654215388000003 2.9056103993207207 6.2769411578774443 1.7802570909261692 3.8380213789641928 2.0736709758639327 7.0025687851011753 0.20424194633960624 3.4986520186066619 4.1098788343369952 12.794564988464115 2.0751073583960524 3.5638341382145873 2.2338348142802786 3.4972409829497364 3.20108660310507 2.115607962012291 2.9769895002245894 2.6637337319552894 1.2455351427197454 1.5186353921890248 4.9506285712122917 3.2136818245053291 2.3682018965482694 57.890765195712447 2.5503989979624748 6.9554780125617963 5.6430964544415456 9.8716861940920335
leaf_count=57 27 27 67 83 11 35 23 65 1 69 48 225 11 28 25 24 31 23 29 61 10 12 37 21 19 1731 19 117 62 123
internal_value=0 -0.00119855 0.00049659 9.94238e-05 -0.000160758 0.000307662 0.000618234 -0.00157411 -0.00165823 -0.000442336 0.000904794 0.00166491 0.000570028 0.0008406 0.00129432 -0.000261126 -7.66964e-05 -0.000354315 -0.000980342 -0.00183968 -0.000410677 -0.00110122 0.000309316 0.000944722 -0.000457552 -0.00193584 0.000998104 -0.00158787 0.00192282 -0.00138618
internal_weight=0 110.511 61.4909 45.8906 39.6136 26.4431 23.5374 73.8405 71.375 36.6709 21.4638 15.6003 17.3539 15.2788 11.715 33.1722 29.4611 23.4135 12.0481 62.0043 3.90927 13.1706 11.3654 6.41477 9.37077 58.095 6.04764 9.07109 7.87693 11.3903
internal_count=3121 2341 780 528 445 299 232 1914 1887 427 209 252 161 150 122 358 301 258 169 1803 71 146 89 52 84 1732 43 140 87 135
is_linear=0
shrinkage=0.00201014


Tree=83
num_leaves=31
num_cat=0
split_feature=1 52 128 0 1 1456 12 151 1456 42 4 52 43 160 43 48 402 2 447 3 159 12 1 15 47 47 2 13 151 1
split_gain=13.7406 4.76051 4.1278 4.09979 4.46754 3.96393 3.59638 3.61435 3.07371 2.57843 3.18842 2.55509 2.50347 2.59231 2.83508 2.56944 2.26408 2.27708 1.73923 1.68843 1.68344 2.2781 1.63745 2.56239 1.77618 1.60574 1.52053 1.35527 1.25189 1.24356
threshold=0.094385000000000011 -0.43320999999999993 0.086435000000000012 -0.060129999999999996 1.0000000180025095e-35 -1.0000000180025095e-35 -0.064509999999999984 -0.40381499999999992 1.0000000180025095e-35 0.092620000000000022 -0.49405499999999997 0.10347000000000002 0.24789500000000006 -0.40698999999999991 -0.40263499999999991 -0.086869999999999989 -0.47520499999999993 0.088850000000000012 0.085205000000000017 0.11296500000000002 0.092630000000000018 0.092355000000000007 0.11230000000000001 1.0000000180025095e-35 0.093140000000000014 0.13148500000000005 0.092755000000000018 -0.084154999999999994 0.15288500000000002 0.080000000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 19 -3 -7 -8 12 10 11 -5 13 -9 -15 -16 -6 18 29 28 21 -12 23 24 -17 -24 -19 -23 -1 -18
right_child=1 2 -4 9 16 6 7 8 -10 -11 20 -13 -14 14 15 22 17 26 -20 -21 -22 27 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0030211047428105901 -0.0032319884325597084 -0.0029096781146745947 -0.0024809856509471987 -0.0036959099219893597 0.0078955094712384148 0.0025711678008395063 -0.003522076627098076 -0.0033731447063014863 -0.0030316395771774599 -0.0028381355633813519 0.0030948960763543007 0.0015222280320386604 -0.0028451530299780908 -0.003403961998498847 -0.0023832269595614481 0.0025512161856715426 0.0004997799272043323 0.0014917300694662389 0.0029714003738495437 0.00028406438371430382 -0.0012047435834851223 0.0021677040460461338 0.0031660085108883651 -0.0019651391858433445 -0.00055929120632757022 0.00029639783282565664 -0.001503433958342856 -0.0022273899292183496 0.0013750992404347284 -0.0024258545685527859
leaf_weight=31.552516467869282 3.2897604703903189 2.5407446548342696 3.8276017867028704 2.9038139563053855 0.27912713214755314 11.970740143209694 1.9743056651204813 1.1214910205453694 1.8897679988294829 3.2920535765588275 5.109498729929328 1.3375525567680595 1.5097315832972515 1.116356553509841 1.4370425995439315 7.1077384445816225 1.6191633976995952 4.4477702863514414 0.70624463260173875 1.6748563684523095 2.2611513398587704 1.1706265658140185 10.920836718752978 2.2131104934960595 2.3952463138848543 2.3045048862695685 2.6333802845329046 1.6493597570806739 0.645056476816534 11.402987042441962
leaf_count=1414 119 48 57 58 6 270 19 23 29 77 43 11 11 10 17 82 33 38 8 9 19 7 175 41 23 19 34 33 14 374
internal_value=0 0.000413071 0.000642223 -0.00164988 -0.0020712 0.000888697 0.00109867 0.000580087 0.000833053 -0.000343398 0.000225671 -0.00205032 0.00107548 0.00128232 0.00147222 0.00167858 -0.000942431 -0.00106098 -0.00180314 -0.00277396 0.00117295 0.00185096 0.00191261 0.00106219 0.00176721 0.00266598 0.000377871 -0.000402908 -0.00293303 -0.00206208
internal_weight=0 55.619 52.3292 72.6852 54.9611 48.5016 45.9609 33.9901 32.0158 17.7241 14.432 4.24137 30.1261 28.6163 27.4948 26.3785 21.0887 20.8095 13.7284 33.8724 10.1906 7.92949 24.9414 11.7161 9.50298 13.2253 7.08115 2.81999 32.1976 13.0222
internal_count=3121 943 824 2178 1930 767 719 449 430 248 171 69 401 390 367 357 493 487 415 1437 102 83 340 146 105 194 72 40 1428 407
is_linear=0
shrinkage=0.00312391


Tree=84
num_leaves=31
num_cat=0
split_feature=1 12 0 4 47 0 2 47 48 50 42 4 14 49 4 52 48 47 42 42 51 1 2 43 3 151 1 457 0 4
split_gain=26.5901 7.70436 5.99976 5.74065 5.7034 5.20172 4.32953 3.71724 4.41865 3.50975 3.29338 4.28795 2.79777 3.74378 2.62389 2.50065 2.30851 2.29622 2.18847 2.0899 2.08068 2.52942 2.31051 1.91917 1.87799 1.29424 1.27508 1.44861 1.19201 1.10545
threshold=0.094385000000000011 -1.0000000180025095e-35 -0.060129999999999996 -0.033174999999999989 0.092530000000000015 -0.10096999999999999 0.11704500000000001 0.090100000000000013 0.11280000000000003 0.10616500000000001 0.092620000000000022 -0.49405499999999997 0.062655000000000016 0.082865000000000008 0.09173000000000002 0.10347000000000002 0.12879500000000002 0.13148500000000005 -1.0000000180025095e-35 -0.035074999999999988 0.08955500000000001 0.077565000000000009 0.089775000000000008 -0.083684999999999996 -0.055119999999999995 0.11265500000000002 0.111945 0.080930000000000016 -0.11013499999999998 -0.14098499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 5 6 9 12 -3 25 -9 16 11 15 13 20 -6 -4 19 -16 -13 -5 21 24 -23 -20 -1 -2 27 28 -21 -7
right_child=1 3 10 4 14 29 -8 8 -10 -11 -12 18 -14 -15 17 -17 -18 -19 23 26 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0022449203718576177 0.0021490162914966139 -0.002028944110647979 -0.0024127218573187555 -0.00033850048813472371 -0.0022565478958659437 0.00051711621274532426 0.00073533177403227717 -0.0012850421311879146 0.0023066573269937465 -0.0016257161885125145 -0.001937956981970115 -0.00095202725518666524 -0.0022619121681899091 -0.002264435200601358 0.00075685521661551271 0.00085771543753609806 -0.0010257735768526522 -0.0017948004724251086 0.0025047125921032211 -0.00082088257470027673 -0.0018191336468065292 0.00012140785275669582 0.0023232387784863913 0.00056085767521222066 0.00043328328711490007 -0.00016129928879721959 0.0021854818609556219 0.0020037872842593716 0.0013266247928624061 -0.001929808001683897
leaf_weight=2.135557798668744 14.948190487921243 8.7028772961348277 3.4969111848622605 2.5785347316414144 3.7583140805363637 0.80828039720654388 3.3921612277626982 3.8291525393724433 2.4005242511630058 2.0627493783831587 4.019236482679843 2.3439596518874213 4.0101924426853648 3.5521914418786755 4.5404566805809736 1.4145616590976713 1.8322138935327519 2.2831755876541138 3.5051991641521481 2.2052604705095291 2.0805407483130685 4.6306798011064512 3.6881834492087364 5.8221928086131731 2.3902507759630724 1.123012676835059 9.3875671178102476 3.8331905342638493 2.248911004513511 49.668545031920075
leaf_count=43 252 191 58 25 69 8 36 26 30 25 77 39 77 77 37 11 11 19 20 19 19 37 24 43 23 14 128 37 24 1622
internal_value=0 0.000455957 -0.00124146 -2.2226e-05 0.000406634 -0.00152074 -0.00125368 0.00146 9.89722e-05 0.000963406 -0.000252376 0.000156164 -0.000690468 -0.000349414 -0.000863942 -0.0014708 0.00120522 -9.69244e-05 0.000840813 0.00140705 0.00010636 0.000418246 0.00109759 0.00129135 -0.00083046 0.00198758 0.0016617 0.00106839 0.000263394 -0.00189063
internal_weight=0 69.1263 93.5665 46.8254 34.7304 72.9644 12.095 22.3009 6.22968 24.1484 20.6021 16.5828 22.4876 18.4774 10.5819 4.91147 22.0857 6.82363 11.6714 20.2535 14.9252 12.8447 8.31886 9.32739 4.52581 16.0712 17.6749 8.28736 4.45417 50.4768
internal_count=3121 943 2178 621 394 1930 227 322 56 269 248 171 300 223 125 69 244 56 102 233 146 127 61 63 66 266 208 80 43 1630
is_linear=0
shrinkage=0.00207552


Tree=85
num_leaves=31
num_cat=0
split_feature=1 4 150 151 0 1 150 4 4 52 1 1429 16 4 16 484 151 3 13 132 484 49 4 3 42 160 42 0 2 11
split_gain=28.4115 8.46154 7.96132 6.52973 5.81348 5.08638 4.45408 3.60486 3.30247 3.00985 2.82032 2.64157 2.78359 2.58467 2.4031 2.39941 2.23242 2.14644 2.08656 2.08028 1.58862 1.87819 1.37264 2.19381 1.20405 2.05316 2.25241 1.06399 2.8523 1.01668
threshold=0.094465000000000007 0.27044500000000005 1.0000000180025095e-35 -0.27559499999999998 0.041630000000000007 0.077565000000000009 -0.09547499999999999 -0.49405499999999997 0.053925000000000008 0.10347000000000002 0.13146500000000003 0.084690000000000015 -0.087989999999999985 0.033845000000000007 0.071345000000000006 -1.0000000180025095e-35 -0.0038099999999999996 0.10732000000000001 -1.0000000180025095e-35 0.081465000000000024 -1.0000000180025095e-35 0.0021350000000000002 -0.07712999999999999 -0.081054999999999974 -1.0000000180025095e-35 -0.081069999999999989 0.099210000000000007 -0.059114999999999994 0.10327000000000001 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=4 2 6 -3 5 17 -2 9 11 -6 14 12 16 -4 20 -5 -7 27 -12 -14 -8 24 23 -18 -22 -26 -27 -1 -29 -17
right_child=1 3 13 15 7 8 10 -9 -10 -11 18 -13 19 -15 -16 29 22 -19 -20 -21 21 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=-0.002125870461686575 0.0022673184753704803 -0.0024566487448736732 0.0017574107586536866 -0.00076587607042503069 -0.0026481152316058902 0.0012558241716987995 -0.0022468647240390339 0.00089340051703911706 0.0014828811465537903 0.00067969023089520047 0.0021292796402648988 0.0012731916805774511 -0.001982603376584745 -0.00070784106788236245 -0.0022476196451778423 0.0021373844355407944 -0.0022781329321621565 0.00010064526245658885 -0.00056778781256041678 0.00091434380950408168 -0.0020070087063787526 0.0011076098763897896 -0.0024189266922047263 0.0018578153689853922 -0.0024787073033324522 0.001155807888630125 -0.0015789896963754235 0.0012518438579355474 -0.0022921965149994014 0.00072989318382457981
leaf_weight=49.009133823215961 2.2568229623138896 1.8729897215962434 11.014128591865299 1.648863147944218 3.4165561739355317 3.0991226434707642 2.8774187061935761 8.1538159102201444 2.6877657212316981 2.074684489518404 2.2078026719391346 2.1315782330930224 15.303251126781111 2.4734818190336219 7.5925428215414277 19.283806934952736 1.1196476072072985 2.3420882970094672 3.5576002225279799 1.2754041720181692 3.1786789614707258 2.8570128306746474 2.129871051758534 1.3357816394418476 1.788612116128214 3.9732934869825716 2.2348582353442907 1.6655961237847794 3.0600855201482773 2.7900996208190909
leaf_count=1451 25 15 136 17 47 18 44 60 26 16 24 22 332 20 158 278 29 12 31 20 36 31 38 22 27 39 30 11 80 26
internal_value=0 0.000456337 -0.000102405 0.00146076 -0.00134647 -0.00155807 -0.000686169 -2.58459e-05 -0.000818491 -0.00139081 -0.000906386 -0.00105284 -0.00125719 0.00130531 -0.00122908 0.00177005 -0.000172963 -0.00194163 0.000465027 -0.00175974 -0.000771753 -0.000469275 -0.00113865 -2.81297e-05 -0.000872407 -0.000421408 0.000171314 -0.00203064 -0.00104308 0.00195948
internal_weight=0 71.608 46.0123 25.5958 98.8044 85.1593 32.5246 13.6451 29.0824 5.49124 30.2678 26.3947 24.2631 13.4876 24.5024 23.7228 7.68442 56.0769 5.7654 16.5787 16.9099 14.0325 4.5853 2.45543 11.1754 7.99676 6.20815 53.7348 4.72568 22.0739
internal_count=3121 937 601 336 2184 2061 445 123 507 63 420 481 459 156 365 321 107 1554 55 352 207 163 89 51 132 96 69 1542 91 304
is_linear=0
shrinkage=0.00217932


Tree=86
num_leaves=31
num_cat=0
split_feature=12 16 13 1 14 132 160 160 1 47 48 3 3 133 41 12 12 52 150 4 42 15 13 15 457 151 4 1 47 52
split_gain=13.8638 6.6731 4.53789 3.70783 3.80979 3.03684 2.7405 3.07092 2.72714 2.68172 2.68955 2.2979 2.72376 2.03102 1.91085 2.21751 1.85949 1.74039 1.90925 1.78983 1.713 2.27437 1.94637 1.69091 1.28602 1.70865 1.17902 0.99609 1.74739 1.81265
threshold=0.051320000000000005 -0.16927999999999996 -0.0044799999999999987 1.0000000180025095e-35 0.019675000000000002 0.080640000000000017 -1.0000000180025095e-35 0.08443500000000001 0.12577000000000002 0.081320000000000017 0.10396500000000002 0.097915000000000016 -0.097604999999999983 -1.0000000180025095e-35 0.078475000000000017 0.09334000000000002 0.092465000000000006 -0.0064899999999999992 0.081835000000000019 -0.04890499999999999 0.084635000000000016 1.0000000180025095e-35 -0.0057949999999999989 0.15614500000000003 -0.0029299999999999994 -1.0000000180025095e-35 0.50194500000000009 0.12408500000000001 0.10621500000000002 0.19022000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 -1 9 17 -2 13 11 -5 -11 12 14 -8 15 20 -15 19 27 -4 21 22 -3 -14 -21 -26 -17 28 29 -19
right_child=1 8 5 4 -6 -7 7 -9 -10 10 -12 -13 23 16 -16 26 -18 18 -20 24 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0019217677686716422 -0.0022886549424493835 0.002647727617784092 -0.0029874998357964874 0.0028979508064260395 -0.0036587626716373576 0.0025924320479833968 -0.00091644615689793682 -0.0024696792771223539 0.00087448660750945144 -0.0013573848686417548 0.0030639419882474029 0.0002691270740177369 -0.0026794685518334951 0.0043930992912768049 -0.0033478534413000196 -0.0027975801531067413 0.0012847468669908745 0.00041482671750165502 0.0024165380399883822 -0.0028765775528764269 0.0023694841909178313 -0.0033609156050898761 -0.0015226107665675627 0.0027139849958016811 0.0011936589645024167 -0.0012723350349251236 0.00065932342603774844 0.0013716828269966998 -0.0032821544551727205 -0.0027090437478548878
leaf_weight=2.2982118781656053 2.8204433266073456 1.8864697068929672 3.4308313038200131 12.508684685453778 0.94028195552527805 2.8443061150610438 2.2578440085053426 1.9165153373032797 2.7066445965319863 2.8351133931428185 1.8239831272512672 3.2574767451733342 36.300864420831203 2.1459363996982574 2.7201649080961934 4.230771841481328 5.6147977858781815 8.2221656478941458 2.5413819886744013 1.742041703313588 2.2033587172627449 1.6631905920803545 1.7314326949417573 0.47505990788340469 3.9637218471616489 5.2940368652343786 0.98032853752374638 2.5004124678671351 1.6820691041648377 1.8323972113430489
leaf_count=46 66 13 79 288 9 38 29 43 35 26 31 18 1711 18 51 138 63 83 39 17 22 37 39 6 34 55 11 24 19 33
internal_value=0 -0.00147655 0.000417528 0.00147665 0.00190796 -0.000217144 0.000229305 0.000824337 -0.00190937 0.00221285 0.000373514 -0.00204526 -0.00218971 0.00145447 -0.00118754 -0.000724666 0.00214424 -0.000473201 0.000148824 -0.00119643 0.000265823 -0.000611859 0.000651914 -0.0026098 -0.000637791 -0.000216516 -0.00214726 -0.000255974 -0.000602735 -0.000154484
internal_weight=0 72.9113 54.4596 20.4063 18.1081 34.0534 14.7555 11.9351 58.1558 17.1678 4.6591 55.4491 52.1916 10.0186 15.4157 12.6956 7.76073 31.2091 16.7784 14.4306 7.48445 5.28109 3.6179 36.7759 10.9998 9.25776 5.2111 14.237 11.7366 10.0546
internal_count=3121 2300 821 400 354 421 219 153 2081 345 57 2046 2028 110 311 260 81 383 198 185 111 89 52 1717 106 89 149 159 135 116
is_linear=0
shrinkage=0.00284026


Tree=87
num_leaves=31
num_cat=0
split_feature=1 12 52 47 12 50 13 16 4 0 4 14 51 474 48 159 50 3 376 0 4 42 0 52 48 160 15 47 151 49
split_gain=18.986 6.44299 5.46706 4.60643 3.54045 3.7509 3.21479 2.96684 2.86906 3.24901 2.77 2.36563 2.39527 2.77824 2.36257 2.06228 3.05517 1.79034 2.26651 2.39011 1.67846 1.60755 1.59055 1.58961 1.47912 1.45137 1.37373 1.32671 1.2624 1.21224
threshold=0.099195000000000019 0.082850000000000021 -0.43320999999999993 0.087885000000000019 -1.0000000180025095e-35 0.11610000000000001 -0.095304999999999987 -0.51370499999999997 -0.15764999999999998 0.11070500000000001 -0.036839999999999991 0.062655000000000016 -0.096089999999999981 0.082665000000000002 0.12879500000000002 -1.0000000180025095e-35 0.089280000000000012 -0.14847999999999997 0.049360000000000008 -0.13455999999999999 0.24564500000000003 -0.035074999999999988 -0.084269999999999984 -0.018574999999999998 0.084485000000000018 -0.079279999999999975 -0.14712999999999996 0.12656000000000003 0.11265500000000002 -0.081604999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 -2 4 28 10 7 -3 9 -8 23 12 -1 17 21 -5 20 -14 19 24 27 -12 -9 -6 -19 -23 -22 -17 -4 -10
right_child=2 6 3 15 5 -7 8 22 29 -11 14 -13 13 -15 -16 16 -18 18 -20 -21 26 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0026220828549395774 -0.0025805456473450635 0.0031974766656716717 0.0026460112014462449 -0.0022923139443549209 0.00057126121893969818 -0.0027947065230555031 0.001425887300989703 -0.0020949214149212992 -0.00056553601723837419 -0.0027595948000223758 -0.00023586640352441361 -0.0027489585570234843 0.001353746898055265 0.0021430013882722744 -0.0012307687314519981 -0.0031799640701845682 0.0024918610251675514 0.0014950338114396429 0.0013402206532196793 -0.0019127745951624192 0.0014778921369808953 0.00045723493157850519 -4.9858365773021576e-06 -0.0025394196999518064 -0.00079774702930107656 0.0023935236928748303 -0.00086005553720154158 -0.00025960117998735969 -0.00040180809131670834 -0.0023638233333641259
leaf_weight=2.2940000854432645 3.2681842781603327 1.1698884889483441 10.207780832424756 2.8808030467480412 2.1750027611851692 1.7614362109452475 2.8884982019662848 4.3551014568656674 2.4567150957882395 1.9049785323441026 2.3387312516570153 2.4235705677419892 3.4766903854906657 3.3522049672901622 1.9269562736153591 2.1204119268804775 2.5192538984119883 2.7298800386488553 3.1379649862647048 8.1213058736175157 2.9108873754739744 3.0320328846573892 4.6715846452862015 1.9094136059284199 4.8101500384509563 11.422383844852446 3.3408525027334708 1.7636956945061681 0.91667934879660684 41.745266599580646
leaf_count=59 107 10 229 49 23 25 27 102 51 34 21 46 23 30 12 26 30 25 32 134 29 34 36 22 35 155 26 15 13 1661
internal_value=0 -0.00132328 0.000539203 0.000738239 0.00123045 0.000703161 -0.00180113 -0.000530197 -0.00206562 -0.000237468 0.000973339 -0.000391214 -0.000186568 3.14363e-05 0.00137835 -0.000392517 3.99521e-05 -0.000286323 -0.000589633 -0.000976305 -0.000569467 0.00167774 -0.00101332 -0.000882943 3.2358e-05 0.00198736 0.000228522 -0.00185389 0.00239486 -0.00226388
internal_weight=0 89.5378 54.4945 51.2263 35.6904 24.566 59.192 10.1966 48.9955 4.79348 22.8045 30.3458 27.9222 25.6282 18.7201 15.5359 12.6551 22.276 18.7993 15.6613 10.1358 16.7931 9.02669 4.08442 7.54003 14.4544 6.25174 3.88411 11.1245 44.202
internal_count=3121 2305 816 709 534 292 1921 148 1773 61 267 384 338 279 222 175 126 249 226 194 96 210 138 45 60 189 55 41 242 1712
is_linear=0
shrinkage=0.00248786


Tree=88
num_leaves=31
num_cat=0
split_feature=1 52 0 47 0 15 1 3 52 42 4 14 49 48 0 1 51 42 52 15 43 3 475 2 12 43 13 15 16 3
split_gain=32.4131 8.96139 6.71269 6.69391 6.03297 5.94113 5.56489 4.4086 4.19963 3.95395 5.12329 3.0167 4.14185 2.66154 2.43938 2.35302 3.13623 2.22788 1.87438 1.86877 1.81108 1.62549 1.577 1.32872 1.14096 1.09716 4.38171 0.770763 0.73703 0.65332
threshold=0.094465000000000007 -0.43320999999999993 -0.060129999999999996 0.096300000000000011 -0.10096999999999999 0.035560000000000008 0.11146500000000002 0.16158000000000003 0.19022000000000003 0.092620000000000022 -0.49405499999999997 0.062655000000000016 0.082865000000000008 0.12879500000000002 -0.062294999999999996 0.077565000000000009 0.087505000000000013 -1.0000000180025095e-35 0.10160000000000001 -0.15026499999999995 -0.083684999999999996 -0.055119999999999995 -0.075854999999999992 0.089775000000000008 0.12757000000000002 -0.17390999999999998 0.10002500000000002 0.15614500000000003 0.38525000000000004 -0.12711499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 5 11 8 -7 14 13 10 18 12 15 22 19 21 23 -12 -4 -5 -19 -1 -3 -17 -24 26 -6 -27 -11 -22
right_child=1 3 9 7 25 6 -8 -9 -10 28 17 -13 -14 -15 -16 16 -18 20 -20 -21 29 -23 24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.0028485855040776267 -0.0027452199484355789 4.1982351258406536e-05 -0.0029508321457107196 5.1361551628525348e-05 0.0036972969797580135 -0.0025707232358778784 0.0014702335482868251 0.0025805607440117723 -0.00083713631308248023 -0.0031006416850718056 -0.0010372111007868081 -0.0028387355691315542 -0.0028600193982683594 -0.001270989832653064 0.00090976838611091064 0.0007749404726935591 -0.0015470552637101289 0.0032333852864036574 0.00044224860113594458 -0.0022653002925810085 0.0018553292992925163 0.00010280586294643197 0.0025045423201425073 0.0029489731099917238 0.00035083205586606349 -0.0025595218561679941 -0.0027433538120968464 -7.7879191882384769e-05 -0.00044237397505745484 0.00013296132191578246
leaf_weight=2.3467316906899214 4.7868378162384024 2.0682767592370501 3.6012090779840991 3.3843466565012941 0.98109117336571161 4.4319181963801366 4.9161407127976418 2.8063331246376029 3.6007363423705092 3.3779471572488537 2.4372902847826525 4.194970501586794 3.746565878391265 1.5211799293756474 3.5256540477275857 4.2640245966613275 2.6340847909450531 3.5914617255330112 1.6118317469954488 8.036080636084078 2.6963174492120769 2.7978517115116182 32.572401188313961 3.5015854164958 1.7739169113337983 49.607350589707494 2.7400369439274073 0.8709789589047422 0.90430199354886998 3.4123994335532082
leaf_count=44 119 23 57 31 11 77 44 25 38 60 39 77 77 9 31 33 20 20 12 96 17 27 424 23 20 1541 74 9 17 26
internal_value=0 0.00071439 -0.00157716 0.000955668 -0.00193594 0.00143806 -0.000445586 -0.000427033 0.00186199 -0.000288761 0.000266686 -0.00082882 -0.000391746 0.00211818 -0.00099175 0.000203171 0.000918813 0.00119801 -0.00190172 -0.00157878 0.00175964 -0.00124349 0.00225976 0.00175523 0.00239331 -0.00241568 -0.00104525 -0.0025167 -0.00253928 0.000893195
internal_weight=0 73.4238 99.318 68.637 77.6853 50.8846 9.34806 17.7524 41.5365 21.6328 17.3505 23.4858 19.2908 37.9358 14.9461 15.5443 10.3997 12.1375 5.21304 11.4204 9.70018 5.14458 36.4146 7.76561 34.3463 54.1995 3.72113 50.4783 4.28225 6.10872
internal_count=3121 937 2184 818 1936 635 121 183 514 248 171 301 224 476 158 147 76 102 69 127 63 71 467 56 444 1635 85 1550 77 43
is_linear=0
shrinkage=0.00261519


Tree=89
num_leaves=31
num_cat=0
split_feature=1 52 12 47 50 3 0 3 15 128 3 123 4 40 48 3 0 2 376 2 1374 51 13 3 52 0 52 3 43 160
split_gain=53.8197 12.8246 12.2571 9.71647 7.53418 5.46819 4.595 4.38949 4.11855 3.9207 3.63426 3.363 2.80565 3.63297 2.78813 2.47613 2.39683 2.33788 2.07245 1.68849 1.67271 1.60746 1.58268 1.42966 1.30186 1.25288 0.936861 0.925378 0.912818 0.740714
threshold=0.099195000000000019 -0.26636999999999994 0.079890000000000017 0.087885000000000019 0.11843500000000001 0.097915000000000016 -0.062294999999999996 -0.15121499999999996 -0.15026499999999995 0.086435000000000012 -0.12018999999999998 1.0000000180025095e-35 -0.033174999999999989 -1.0000000180025095e-35 0.12474000000000002 -0.14847999999999997 -0.22491999999999998 0.089775000000000008 0.049360000000000008 0.079055000000000014 0.093235000000000012 0.084305000000000019 -0.0034749999999999994 0.14121000000000003 -0.43320999999999993 -0.14116499999999996 0.0046550000000000003 -0.077774999999999983 -0.50216499999999986 -0.24438999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 24 7 4 9 10 8 -1 -5 12 15 16 13 -3 20 26 17 21 -13 -18 29 -9 -17 -10 -2 -12 -4 -21 -27 -14
right_child=1 3 5 6 -6 -7 -8 11 23 -11 25 18 14 -15 -16 22 19 -19 -20 27 -22 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=0.0014276828245578688 -0.0022323713949035885 0.0024433653147728496 -0.0022986077396344208 0.00077689480168260591 -0.0017444157272958557 0.00051786116713628799 0.0019553530649932716 -0.00016147393863792873 -0.0018927503279358184 -0.0010923633605619868 -0.00018611130063915892 -0.00073797801226978385 0.0010756542286009844 -0.0005101480840067011 -0.00030800439061687046 0.0010481482248210384 -0.00045422165212156946 0.00091199251671539132 0.0013430196482744504 -0.00068786667261113376 0.00023378756335277581 -0.0025180895094991766 -0.0010645830829182151 -1.9279673805281143e-06 -0.00059489750032162261 -0.00056241960994048656 -0.0007990239758760649 -0.0023547017557920772 -0.0020772160812890378 0.0022865119987484027
leaf_weight=5.20539317280054 5.7227124162018299 2.9584348648786545 4.366708230227232 5.2475763633847246 3.0473716333508483 4.4622808694839469 3.3668312653899184 2.9294083341956121 8.3785928450524789 2.1982265412807456 1.6242680400609959 3.6282850801944715 2.3725010231137267 4.8198364004492751 2.2115956991910926 3.5219915136694908 4.0150212012231377 4.2555208876729012 5.0225712805986404 1.7783622406423045 1.9828562512993801 2.254651352763176 2.8027881793677789 2.2283211275935182 3.4110848233103734 1.7879774793982495 3.161565899848938 8.3493450470268744 84.824008908122778 35.474823102355003
leaf_count=30 107 29 59 38 26 20 29 25 79 16 17 30 18 38 11 20 34 25 35 17 14 19 28 16 23 23 35 112 1776 372
internal_value=0 0.00072516 -0.00139265 0.00101361 0.0014619 -0.00175549 -0.000270675 -0.000359981 -0.00074339 0.00164974 -0.00185486 -0.000648674 0.00177073 0.000613209 0.00198488 -0.000855822 -0.00105913 -0.000240417 0.000470221 -0.00160557 0.0021122 -0.00118641 0.000111904 -0.00149552 -0.00162084 -0.00201171 -0.00166884 -0.00206202 -0.00204595 0.00221061
internal_weight=0 83.4208 143.99 74.287 55.0656 106.552 19.2213 37.4386 15.8545 52.0183 102.089 32.2332 49.82 7.77827 42.0418 13.8531 23.5823 9.43958 8.65086 14.1427 39.8302 5.18406 6.32478 10.6069 9.1338 88.2363 7.52827 10.1277 86.612 37.8473
internal_count=3121 816 2305 686 524 1978 162 327 133 498 1958 297 482 67 415 142 232 69 65 163 404 44 48 95 130 1816 94 129 1799 390
is_linear=0
shrinkage=0.00209804


Tree=90
num_leaves=31
num_cat=0
split_feature=1 52 52 47 0 15 1 1 52 4 447 48 2 14 51 13 13 2 4 47 403 1213 50 15 151 160 51 52 42 52
split_gain=41.5017 11.4621 9.00656 7.52002 7.03514 6.62663 6.38647 5.33325 5.266 4.33004 4.17102 3.42167 3.39906 3.88829 3.8396 3.46373 3.10027 3.01204 2.92397 4.14215 2.68934 3.57661 2.56341 2.10277 1.41305 1.34885 1.20772 2.44115 1.31675 1.19509
threshold=0.094465000000000007 -0.26636999999999994 0.26391000000000003 0.083875000000000019 0.051010000000000007 0.035560000000000008 0.11146500000000002 0.077565000000000009 0.077655000000000016 -0.49405499999999997 0.084700000000000011 0.12879500000000002 0.073895000000000002 0.062655000000000016 0.08955500000000001 -0.015039999999999998 -0.50061499999999992 0.084715000000000013 0.24564500000000003 0.12431000000000002 0.03138500000000001 -0.12977499999999997 0.115 -0.095244999999999982 -0.077429999999999985 -1.0000000180025095e-35 -0.076794999999999988 -0.13993999999999998 -0.054814999999999996 -0.43320999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 29 3 5 7 11 -7 16 18 -6 12 22 20 14 15 -14 -1 -17 -5 -20 -9 -22 26 -19 -4 -11 27 -3 -28 -2
right_child=1 2 24 8 9 6 -8 10 -10 25 -12 -13 13 -15 -16 17 -18 23 19 -21 21 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.001192062580472477 -0.0022965839915957873 0.0025430522724965488 0.00043147866404724282 -0.0016896198996775194 -0.0016565699746787317 -0.0025561280868874321 0.0013727747277198291 -0.0022581856816410125 0.0027959544333610764 -0.00014092597894897269 0.0023548385680499592 -0.0011466641958543613 0.0025367208662061772 -0.0024083127623874059 -0.0017931325150613081 0.0022472179787126085 -0.002051419389139665 0.00035187553525705285 0.0012881699458120268 -0.0019036063117017182 -0.0022550038712837897 0.0035419154380303438 -0.00053116215607481362 -0.0022417691809478455 -0.0017653916670135718 0.0016897912422800933 0.00098165796015116814 -0.00069180619876073551 0.0023618280006552175 -0.0007040635384967769
leaf_weight=1.3989535123109806 6.1667698286473751 2.2832072265446186 1.7082051783800123 6.7810757122933891 4.4020141139626494 3.4200708158314219 4.4093354493379593 13.034190997481344 2.4140037447214118 2.9877412505447856 1.6737523078918446 1.7321748435497273 3.1949384510517129 4.0402158051729193 4.1388909034430972 1.869619611650706 71.065104432404041 3.0144897587597366 5.6121968477964383 2.8562101125717163 1.0684405528008936 0.92400579527020354 1.8457825630903233 2.8133717253804211 6.7456787973642331 5.024497788399457 3.6084000058472148 2.0712655633687964 29.751384321600199 3.4051053933799249
leaf_count=7 119 25 14 73 36 45 36 290 23 25 13 9 22 58 35 13 1554 20 37 22 26 17 15 37 79 31 33 20 361 26
internal_value=0 0.000493808 0.000776727 0.00104233 -0.00147584 0.00147649 -0.000343463 -0.00165229 -0.000165066 6.2594e-05 -0.00097061 0.00182157 -0.00113384 -0.000529154 -2.40614e-05 0.000648148 -0.0019888 -0.000135728 -0.000633797 0.000211653 -0.0019013 0.000433343 0.00195154 -0.000900194 -0.00132149 0.00100712 0.00207304 0.00100435 0.00221254 -0.00173006
internal_weight=0 84.8109 75.239 66.7851 120.65 49.1216 7.82941 108.236 17.6635 12.4143 35.7719 41.2922 34.0982 19.0715 15.0313 10.8924 72.4641 7.69748 15.2495 8.46841 15.0266 1.99245 39.56 5.82786 8.45388 8.01224 37.7143 4.35447 33.3598 9.57188
internal_count=3121 937 792 699 2184 544 81 2092 155 92 531 463 518 185 127 92 1561 70 132 59 333 43 454 57 93 56 439 45 394 145
is_linear=0
shrinkage=0.00215765


Tree=91
num_leaves=31
num_cat=0
split_feature=1 52 0 1 128 1446 12 151 483 47 4 2 42 4 52 4 16 1429 132 1 3 159 2 0 2 1375 16 4 47 2
split_gain=15.9311 5.11407 4.32806 4.64615 3.97022 4.00896 4.26748 3.52538 3.14151 2.81907 4.03565 2.72393 2.58852 3.25662 2.40014 2.22877 2.07119 2.45514 2.42275 1.90334 1.80826 1.67855 2.26959 3.4087 1.66342 1.61691 1.56077 1.31979 1.31844 1.25138
threshold=0.094385000000000011 -0.43320999999999993 -0.060129999999999996 0.077565000000000009 0.086435000000000012 0.091555000000000011 -0.064509999999999984 -0.40381499999999992 0.106785 0.093140000000000014 -0.014149999999999998 0.11474000000000002 0.092620000000000022 -0.49405499999999997 0.10347000000000002 0.053925000000000008 -0.087989999999999985 0.084690000000000015 0.084605000000000014 0.12337000000000002 0.11296500000000002 0.092630000000000018 0.10327000000000001 0.10455500000000001 0.089885000000000007 -1.0000000180025095e-35 -0.5315899999999999 0.24564500000000003 0.090100000000000013 0.086285000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 20 5 6 28 -8 9 10 11 -9 13 14 -4 16 24 18 -18 26 -1 22 -15 -24 29 -12 -11 -6 -3 -5
right_child=1 4 12 15 27 -7 7 8 -10 19 25 -13 -14 21 -16 -17 17 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0028773569070981594 -0.0031796863953982503 0.0032497509954016296 -0.0036010769433287566 0.0001767479162153084 -0.0036355512791362383 -0.0034671993668385103 -0.0034163193354202386 -0.0018751973752458191 -0.003228490590483447 0.00059387201438186024 0.000246117774851985 0.0023111063719981756 -0.0027722976206602142 0.0030379812280358085 0.0013299057210885805 0.0019541001430837361 -0.0027388746494507519 0.0025681063300884437 0.0034354809424071405 0.0012531351874035144 0.00036284509805660899 -0.0011568904413970108 -0.0033964836632750265 0.0031565641207603762 0.0020980479689163907 0.0028121929501083447 -0.0028700481147615428 5.0629323909493011e-05 0.00093453983237337982 -0.0034766315130313201
leaf_weight=34.527734268456697 3.3584849741309872 9.3895586263388378 2.9331513065844783 2.5272764917463113 2.447164067998528 1.8614860735833634 1.95838914066553 4.3141210433095649 1.7166451979428519 1.9339368417859075 2.7730257958173796 2.2238849066197872 3.3529589064419261 5.1463394612073881 1.3659589961171148 2.2832999639213076 10.823192823678252 1.024484463036061 0.63521273806691247 3.7577488087117672 1.706440895795821 2.3334739767014989 1.5969705842435362 1.412078011780977 2.529737139120698 14.13796811923385 3.3647761270403844 1.466572046279907 3.0852551236748686 1.3622967433184383
leaf_count=1448 119 230 58 68 45 27 19 75 31 13 22 25 77 36 11 26 312 12 16 33 9 19 38 9 20 206 48 12 38 19
internal_value=0 0.000500098 -0.00164309 -0.00205643 0.000727149 0.000958129 0.00112744 0.000593103 0.000822545 0.00103648 0.00159883 -0.000451238 -0.000334777 0.000217895 -0.00203435 -0.000913376 -0.00125975 -0.00198913 -0.00239659 -0.000419545 -0.00272476 0.00114103 0.00179853 -0.000321288 0.000158584 0.00239141 -0.00160578 -0.00225425 0.00267716 -0.00110282
internal_weight=0 57.789 75.5606 57.4197 54.4305 50.5168 48.6553 36.1805 34.2221 32.5055 23.449 6.53801 18.1409 14.788 4.29911 21.1855 18.9022 12.4829 11.4584 9.05646 36.2342 10.4889 8.15539 3.00905 6.41931 16.911 5.29871 3.91374 12.4748 3.88957
internal_count=3121 943 2178 1930 824 767 740 472 453 422 328 100 248 171 69 473 447 340 328 94 1457 102 83 47 107 228 61 57 268 87
is_linear=0
shrinkage=0.00307264


Tree=92
num_leaves=31
num_cat=0
split_feature=1 12 52 47 12 50 4 13 16 0 4 48 14 42 159 50 52 484 52 1 13 4 1 160 52 47 47 4 4 49
split_gain=13.9064 5.29306 4.21938 3.43733 3.1464 3.20205 2.70513 2.46231 2.71407 2.99871 2.31096 2.12464 2.0346 1.77912 1.73848 2.6749 1.73733 1.99933 2.14126 2.94916 2.20878 1.67902 1.39341 1.94824 1.38725 1.2506 1.24836 2.41578 2.12707 1.24617
threshold=0.099195000000000019 0.083370000000000014 -0.43320999999999993 0.087885000000000019 -1.0000000180025095e-35 0.11610000000000001 -0.15764999999999998 -0.095304999999999987 -0.50992999999999988 -0.084269999999999984 -0.036839999999999991 0.12879500000000002 0.062655000000000016 -0.092814999999999981 -1.0000000180025095e-35 0.089280000000000012 0.19022000000000003 0.08660000000000001 0.084505000000000011 0.077565000000000009 -0.080759999999999985 0.24564500000000003 0.111945 0.032695000000000009 -0.018574999999999998 0.12656000000000003 0.081320000000000017 0.0061450000000000003 -0.0016099999999999997 -0.081604999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 -2 4 -4 10 -3 8 -8 -10 24 13 16 -12 -5 21 17 18 19 -1 -21 25 23 -15 -6 -16 27 28 -22 -9
right_child=2 6 3 14 5 -7 7 29 9 -11 11 -13 -14 22 15 -17 -18 -19 -20 20 26 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0026629977765873615 -0.0031361335151557515 -0.000439342483942579 0.0028749480425053317 -0.0027227326396832199 0.00068004490306885666 -0.0034067097174573136 0.0037360421188019923 -0.00043575697867333755 -0.0029193112333772515 0.0032177069860176476 -0.0010329110099690168 -0.0015790052052088318 -0.0033049126480016954 -0.00011324920928044082 -0.0039323553847891313 0.0030233530610966884 -0.0034171268618931956 0.0022647493991487218 0.0017738542972328248 0.0029983116535680816 0.00044149313949760482 0.00037398053933275103 0.003147297275458798 0.0038176714196107068 -0.0030401014006864822 -0.00037314214264717866 -0.0023534100791721036 0.0026906117834551348 -0.0034593169065750169 -0.002819373943609971
leaf_weight=5.347841216251271 2.6417869031429282 7.8485904876142731 9.2851462233811635 2.4932017661631098 1.9631103575229647 1.5863467082381237 1.1237710099667308 2.1633129715919486 3.3732977323234077 0.9450477529317135 1.6491292305290759 1.7723079249262799 2.1051185801625243 3.6859601326286739 1.9369701556861385 2.2990713417530051 1.4627234786748875 3.1481692083179942 3.7003220282495013 1.9707184415310735 3.4954886939376695 5.8784967623651028 7.7732979208230972 1.7120043151080606 1.7650333885103524 1.7354425713419912 2.5819997917860746 2.3271650597453117 2.0599397122859711 33.928100181743503
leaf_count=122 107 83 242 49 23 25 11 49 96 11 13 12 48 49 26 30 28 37 31 23 45 55 133 15 22 15 32 15 26 1648
internal_value=0 -0.00147776 0.000605103 0.000822155 0.00138946 0.000759857 -0.00207879 -0.0023886 -0.000479292 -0.00157626 0.00108512 0.00157186 -0.00042526 0.00194866 -0.000411582 7.46774e-05 -0.000192949 -1.48473e-06 -0.000333577 -0.000772091 4.10984e-05 -0.00063512 0.00232197 0.00113347 -0.0010812 -0.00225041 -0.000515811 8.61072e-05 -0.00100492 -0.0026765
internal_weight=0 77.5816 48.1773 45.5355 31.1923 21.9072 49.3821 41.5335 5.44212 4.31835 20.3208 16.5927 28.1995 14.8204 14.3432 11.85 26.0944 24.6316 21.4835 17.7832 12.4353 9.55091 13.1713 5.39796 3.72814 3.67241 10.4646 7.88259 5.55543 36.0914
internal_count=3121 2305 816 709 534 292 1898 1815 118 107 267 222 407 210 175 126 359 331 294 263 141 96 197 64 45 41 118 86 71 1697
is_linear=0
shrinkage=0.00304499


Tree=93
num_leaves=31
num_cat=0
split_feature=1 4 151 2 0 1 48 0 1 159 42 4 14 2 403 1213 51 159 123 4 3 15 52 50 40 2 2 3 47 51
split_gain=12.061 4.11367 3.97741 3.68368 3.64398 4.23544 2.93056 2.49348 2.87978 2.28168 2.25175 2.28417 2.10724 3.40224 3.32903 4.98665 2.71167 1.93911 1.74678 2.09499 1.72983 1.71446 1.61165 1.60974 1.55947 1.53888 1.52464 1.4928 1.48666 1.47097
threshold=0.094465000000000007 0.27044500000000005 -0.24462999999999999 -1.0000000180025095e-35 -0.060129999999999996 1.0000000180025095e-35 0.016865000000000002 -0.10607499999999999 0.11453000000000001 -0.032739999999999991 0.092620000000000022 -0.49405499999999997 0.062655000000000016 0.073895000000000002 0.03138500000000001 -0.067764999999999978 0.087505000000000013 0.092630000000000018 1.0000000180025095e-35 0.033845000000000007 0.11296500000000002 -0.008624999999999999 0.095415000000000014 0.11875500000000001 0.064905000000000018 0.10672500000000001 -0.13033999999999998 -0.10519499999999998 0.12794000000000003 0.093135000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 5 20 7 8 -5 -6 11 22 13 14 26 -16 21 25 19 29 -1 -15 -11 28 -9 -13 -7 -27 -4 -8
right_child=1 2 23 6 9 12 18 24 -10 10 -12 17 -14 16 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.0030515084642852514 0.0030095447287116083 -0.0033647135870140421 0.0028435162487000418 -0.0014089796088390713 -0.0036978520734098825 0.0030075392680316082 -0.00097400596082394526 -0.0026905140522326125 0.0031412741599903134 -0.0036681920343571263 -0.0027369515459175391 0.0034201882163723551 -0.0035243444445845992 0.00065458847487234262 -0.0033829698260925533 0.010135316415395361 -0.0019927200552168288 -0.0011401868390561282 0.0030840021808227706 -0.0023774226056764475 0.00042327233877048918 0.0040641994185465829 0.0010862205101847362 -0.0011454075607778226 0.0015729466006148933 0.0040437379682524153 -0.0034060215931835357 -0.0017363639692234852 -0.0013429468560405128 0.0021637205499497039
leaf_weight=28.469052593223754 3.5410650875419369 1.5051057152450109 13.958674214780331 4.2161730527877834 1.9212847910821462 0.43300341069698678 2.5808299537748081 10.605450067669155 2.3739014808088541 1.8881721049547189 2.5018521584570399 4.8439376987516862 2.8663263600319615 4.1482715830206871 0.63072803243994713 0.5647772569209335 2.5971148833632469 2.2647611927241087 2.6204347778111687 2.7862091325223446 1.6553777195513237 2.6321373023092729 1.3247664291411636 1.3953932598233212 1.0275867134332646 0.71692716330289741 6.1994905024766949 1.5273016411811124 0.99205611646175462 4.4350173007696867
leaf_count=1428 70 16 295 42 38 5 42 276 22 44 62 36 77 40 30 13 27 19 54 30 9 20 8 14 6 5 287 36 11 59
internal_value=0 0.000489884 0.00177561 -0.000181485 -0.00162933 -0.00207705 -0.000550205 -0.0013939 0.00023013 -0.000306505 0.000125925 0.000695921 -0.000901121 -0.000464109 -0.00207241 0.0030033 0.000878443 0.00152167 0.000687449 4.67655e-05 -0.00286056 0.00197819 -0.00170784 0.00224892 -0.00231391 0.00237216 -0.00298731 0.000110111 0.00256572 0.00100949
internal_weight=0 52.0379 17.8512 34.1867 67.1853 50.1963 30.6456 18.2231 6.59007 16.989 15.0677 12.5659 20.0718 17.2055 7.828 1.19551 9.37752 9.35293 12.4225 9.80206 30.1244 6.78041 3.21294 16.3461 11.633 7.08817 6.63249 2.24423 14.9507 7.01585
internal_count=3121 937 336 601 2184 1936 531 346 64 248 210 148 499 422 335 43 87 96 185 131 1437 60 52 320 282 77 292 41 306 101
is_linear=0
shrinkage=0.00330446


Tree=94
num_leaves=31
num_cat=0
split_feature=12 1 43 3 16 43 457 151 4 1 160 52 160 12 1212 481 457 4 159 402 0 150 1374 160 1 1 3 2 0 0
split_gain=10.7519 5.37294 3.90437 4.30776 3.78489 2.84335 2.58161 2.8676 2.59181 2.45966 2.31202 2.21073 1.88588 2.27487 1.66577 1.64891 1.86332 1.64816 1.48356 1.403 1.38535 1.27307 2.97834 1.6322 1.19443 1.126 2.32812 1.11861 1.05887 1.0907
threshold=0.051320000000000005 0.13021500000000003 -0.04890499999999999 0.31299000000000005 -0.16927999999999996 -0.40263499999999991 0.080930000000000016 -0.089594999999999994 -0.15764999999999998 0.080585000000000004 -1.0000000180025095e-35 -0.087284999999999988 0.08443500000000001 0.091200000000000017 -0.50120999999999993 -0.0079799999999999992 -0.068264999999999978 0.50822500000000004 -1.0000000180025095e-35 -0.50169499999999989 -0.053834999999999994 0.081835000000000019 -0.094929999999999987 0.0030550000000000004 1.0000000180025095e-35 0.12337000000000002 0.12178000000000001 0.10855000000000002 -0.12333499999999999 -0.076899999999999982
decision_type=2 2 2 2 2 2 2 2 2 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 10 -1 8 -8 9 -6 -2 27 13 -12 -10 -13 -17 19 -7 -16 -3 23 -23 25 -20 26 28 -4 -18 -30
right_child=1 20 3 -5 6 18 7 -9 14 -11 12 15 -14 -15 17 16 21 -19 24 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0010067620558003928 -0.0027724865768452558 0.0041261802263372425 -0.0032274582072444819 0.0025891379300066546 0.00055276890339748998 -0.0010786549018535268 -0.0035338167241192784 0.0019270152409250514 0.0027984542510442064 -0.0031358652090665842 0.0036863773926389138 -0.0031873776434544411 -0.0023864005880416825 0.00013982802735605394 0.0017537575779893232 -0.0027916413406845926 0.0015414946850513239 0.0014402320308585619 0.00028461336985317355 -0.002771828020362385 0.0004247183677758705 -0.0017524137358092063 0.0027973796640505498 -0.0028828440965828804 0.0029461430225357021 0.001927361836212565 -0.0033280368498270216 -0.00045264012363934266 -0.0020836957655004803 0.00082168305363385812
leaf_weight=2.8680073618888846 2.3519057324156156 1.6311683282256129 3.5305060390382996 4.4075576160103074 5.0644103214144698 1.0717448629438866 1.2005557008087637 2.7923285719007245 0.50715707894414563 2.2929763402789831 2.144768098369239 1.4673287998884976 1.6534772422164667 5.9870193805545568 0.60864184517413278 1.8521696925163329 3.8343634642660644 0.86286556348204513 1.7269603107124556 34.506606140173972 1.9242815505713213 1.7872298434376714 4.2276309467852107 1.7101336177438486 9.9785423632711154 2.5973454508930436 1.7736501991748799 1.979722525924444 2.1645532008260515 2.3561074137687612
leaf_count=32 59 25 83 106 55 15 49 40 28 79 24 31 43 62 23 18 41 12 17 1767 34 14 58 31 228 34 15 25 39 34
internal_value=0 -0.00140638 0.000432236 -0.000134246 -0.00161561 0.00165202 -0.00198952 0.000285086 -0.00219667 -0.000596817 -0.000141953 -0.000544191 0.0004903 0.00107523 -0.00251929 -0.000153284 4.63291e-05 -0.00259425 0.00224882 -0.00269339 0.00212287 0.000303353 0.00144547 -0.000172514 0.00255348 0.000191702 -0.000253382 -0.00223052 0.000399323 -0.000569451
internal_weight=0 63.5282 49.3336 33.6883 59.9727 15.6453 47.8355 3.99288 43.8427 7.35739 12.1372 29.2807 9.78526 8.13179 36.4853 23.7705 22.3032 35.9781 12.7772 35.1152 3.55545 20.451 6.01486 14.4362 11.7055 12.726 10.1287 5.51023 8.35502 4.52066
internal_count=3121 2300 821 529 2241 292 2053 89 1964 134 188 423 129 86 1830 315 284 1802 260 1790 59 266 72 194 245 163 129 108 114 73
is_linear=0
shrinkage=0.00295482


Tree=95
num_leaves=31
num_cat=0
split_feature=1 4 4 457 31 13 151 150 39 402 3 4 52 42 1374 3 11 2 13 49 457 16 43 0 43 0 2 16 160 151
split_gain=9.42097 4.43654 4.26978 4.11075 3.72024 4.11751 3.55232 3.07289 3.19469 2.73793 2.68136 2.47308 2.73226 2.30588 2.14465 1.91923 1.64096 1.59985 1.50436 1.37299 1.3541 1.2876 1.15602 1.60191 1.62432 0.992518 1.88748 0.909417 0.801818 0.790636
threshold=0.08844500000000001 0.27044500000000005 -0.15764999999999998 0.045365000000000009 -1.0000000180025095e-35 -0.092534999999999992 -0.27559499999999998 -0.07848999999999999 0.16946000000000003 -0.47520499999999993 -0.20241999999999996 -0.49405499999999997 0.10347000000000002 0.09112000000000002 -0.035729999999999991 0.013900000000000001 0.087830000000000005 0.11747 -0.42195999999999995 -0.49452999999999997 -1.0000000180025095e-35 -0.014034999999999997 -0.074359999999999996 -0.10324499999999999 -0.079109999999999986 -0.059114999999999994 0.10327000000000001 -0.51370499999999997 0.069910000000000014 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 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 4 -2 13 -3 -7 9 -9 -4 12 -1 18 -5 19 20 22 -6 -12 -8 29 23 -11 -25 27 -27 -21 -16 -17
right_child=1 6 10 14 5 7 16 8 -10 17 15 -13 -14 -15 28 21 -18 -19 -20 25 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.0038131082877951258 0.0040332714050024029 -0.0033410849537743085 0.0025259511062594433 -0.00085007943078516503 0.00025825234797302718 0.0025073089121386079 -0.00095981584145466391 0.0077011842160295612 0.0040836438451883209 0.00088907575004634537 0.0024981317010337426 0.0012954281753853848 0.0011674182797829222 -0.0025067089592235151 0.0013168603239581795 -6.9007007122619103e-05 -0.00015821493459230532 -6.4558292290220904e-05 0.0038353418941421066 -0.00019109431614245976 0.00293237078694197 0.0012419683779400607 -0.003293229505221654 -0.0034448051071652021 0.00058184579141654124 0.0017579332218533817 -0.0033316079118217456 -0.0030723589989433884 0.0037841373324646356 -0.0029867170380508644
leaf_weight=2.7500388352200389 1.571082392707466 1.3487187959253812 1.2232343852519978 2.3355694394558668 2.1610209308564658 1.7314468789845765 1.0123161710798729 0.2878861576318873 0.8797213863581409 1.9019433837383983 0.52776463143527763 6.878104077652095 1.9649406056851146 1.3237189091742037 2.2561944061890227 1.6279969979077575 2.6992375124245873 2.8720080945640794 2.8190800612792368 1.192130747251215 11.442422982305287 2.2652241643518201 11.529097922146304 4.5225459262728682 1.3545690588653228 1.3956695515662461 1.6598155889660118 25.971046527847648 3.4911179356276989 2.3776496779173613
leaf_count=57 31 15 13 25 33 25 14 5 11 23 10 60 18 23 33 17 34 40 44 28 277 21 365 126 40 11 81 1543 63 35
internal_value=0 0.000262966 -0.00165292 -0.000305031 -0.000810645 -0.00105314 0.0016754 -0.00163892 -0.0019464 -0.0021825 -0.00217279 6.19164e-05 -0.0017375 0.00127733 0.00175637 -0.00232806 0.00212187 -0.00231078 0.00228313 -0.00265976 0.00261602 -0.000701716 -0.0026449 -0.00168403 -0.00251673 -0.00274984 -0.00100683 -0.00294591 0.00281557 -0.00180089
internal_weight=0 57.5397 49.8336 41.037 32.9541 31.383 16.5027 25.0792 23.3478 22.4681 38.2405 11.5931 4.71498 6.30382 8.08288 37.0173 15.154 22.1802 4.9801 30.7464 12.4547 6.27087 19.3082 7.77906 5.87711 30.2187 3.05549 27.1632 5.74731 4.00565
internal_count=3121 1227 1894 887 766 735 340 635 610 599 1759 135 75 100 121 1746 325 594 77 1673 291 73 554 189 166 1663 92 1571 96 52
is_linear=0
shrinkage=0.00322566


Tree=96
num_leaves=31
num_cat=0
split_feature=1 4 4 457 31 13 453 150 39 132 3 159 11 49 3 4 52 16 15 0 49 4 16 2 52 16 484 0 2 13
split_gain=8.1648 3.85065 3.82916 3.50013 3.28076 3.53762 3.10486 2.63188 2.77987 2.5522 2.3357 2.16316 2.12826 1.91214 1.8515 1.83999 3.67253 1.74613 1.27789 1.50279 1.22062 1.18928 1.14187 1.15679 1.10416 1.04536 0.972457 0.943 1.67251 0.961024
threshold=0.08844500000000001 -0.15764999999999998 0.27044500000000005 0.045365000000000009 -1.0000000180025095e-35 -0.092534999999999992 1.0000000180025095e-35 -0.07848999999999999 0.16946000000000003 0.08696000000000001 -0.20241999999999996 -0.032739999999999991 0.088710000000000011 -0.047584999999999995 0.013900000000000001 -0.49405499999999997 0.10347000000000002 -0.29154999999999992 -0.053579999999999996 -0.062294999999999996 -0.49452999999999997 -0.077679999999999985 -0.16927999999999996 0.10559 -0.080979999999999983 -0.061854999999999993 -1.0000000180025095e-35 -0.059114999999999994 0.10327000000000001 -0.099939999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 4 -2 17 12 -7 9 18 -3 -1 26 -5 20 16 -13 -6 19 22 -12 -19 -9 -24 -16 -23 -4 29 -29 -22
right_child=2 10 6 13 5 7 -8 8 -10 -11 14 15 -14 -15 24 -17 -18 21 -20 -21 27 25 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0028045394015683072 0.0031853973304793912 0.0018660494657507501 -0.00048828954785633109 0.0021215029023207675 -0.0017600371585376449 0.0018610382515670634 -0.0023449688341521343 0.0002409760310033225 0.0031952373372344575 0.0015497844605927055 0.0016827878834991853 -0.0030557888403886522 -0.00045932192184771627 -0.00068675530534108385 0.00081749339001430566 0.0013389508641732796 0.0022453157424303653 0.0033367613157949906 -0.0024994246991013069 0.0017976534179692035 -0.00082870310132441107 0.0017405087466640281 -0.0028161846440754533 -0.00035352898636824834 -0.0014118557214794934 -0.0014442599072382423 0.0023260982679363441 0.0012546955250359033 -0.0026518200329029144 -0.0024874744360708738
leaf_weight=1.5313832275569428 1.4361981898546243 1.1914405189454544 0.88110887259244819 5.5585684478282928 1.2528542950749395 1.6789132282137966 1.4275647252798069 1.8020440721884368 0.81133880652487178 1.5240873033180822 0.56097615137696522 2.2022191602736707 2.6155757941305628 2.2622485430911174 2.4591878252103925 6.1958262659609309 1.4289927296340463 1.7641318142414091 10.90239591989665 0.99545514304192106 2.5837507750839022 2.0643288306891918 4.3034429820254445 1.7914391867816446 3.6748145380988708 1.0217445883899956 10.714862518012522 1.4044999163597851 1.5061200419440863 22.363496518693864
leaf_count=33 31 13 13 89 13 25 16 16 11 36 10 47 33 32 27 48 7 28 374 31 84 42 117 25 46 17 278 11 81 1487
internal_value=0 -0.00126388 0.000198099 -0.000231997 -0.000616493 -0.000799036 0.0012753 -0.00124741 -0.00148323 -0.00166128 -0.00167893 4.22687e-05 0.00163896 0.00130919 -0.00180117 0.000485897 -0.000969642 0.000950136 -0.00190851 -0.00118403 -0.00207811 0.0016502 -0.00155989 -0.00209235 -0.000518086 0.000686088 0.00211225 -0.00215384 -0.000766757 -0.00231568
internal_weight=0 47.1027 54.8083 39.1692 31.3484 29.9122 15.6391 23.8091 22.1302 21.3189 35.7443 11.3584 14.2115 7.82082 34.5528 9.82704 3.63121 6.10306 19.7948 8.89238 28.4188 4.85021 7.89693 6.09488 6.134 3.08607 11.596 27.8579 2.91062 24.9472
internal_count=3121 1894 1227 887 766 735 340 635 610 599 1759 135 324 121 1746 102 54 100 563 189 1673 87 158 142 73 59 291 1663 92 1571
is_linear=0
shrinkage=0.00257515


Tree=97
num_leaves=31
num_cat=0
split_feature=12 4 13 1 13 52 132 39 14 47 48 52 4 47 457 52 0 13 4 0 1 48 15 41 13 12 3 3 52 2
split_gain=19.1341 8.13459 5.65346 4.8331 3.67039 3.18101 3.17457 2.94105 2.78101 2.41909 2.53147 2.1442 2.08352 2.07028 2.02848 1.88296 1.9743 1.78053 1.63483 2.09562 1.45005 1.44533 1.25125 1.1698 1.13659 1.36118 2.41593 1.13036 0.992527 0.899394
threshold=0.051320000000000005 0.23246000000000003 -0.00051499999999999994 1.0000000180025095e-35 -0.47860499999999995 0.13796000000000003 0.080640000000000017 0.14059500000000003 0.018475000000000002 0.081320000000000017 0.10396500000000002 -0.0064899999999999992 -0.04890499999999999 0.092710000000000015 0.080930000000000016 0.19022000000000003 -0.17169499999999996 -0.07692499999999998 -0.15764999999999998 0.11070500000000001 0.107145 0.083685000000000009 -0.10091499999999999 0.082095000000000015 -0.095304999999999987 0.088365000000000013 -0.081054999999999974 -0.15121499999999996 0.090245000000000006 0.10188000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 -2 20 11 14 9 -5 -11 12 -4 15 18 16 -13 -16 19 -6 27 -19 -18 -22 25 26 -20 -3 -15 -24
right_child=1 5 6 8 7 -7 -8 -9 -10 10 -12 13 -14 28 17 -17 22 21 24 -21 23 -23 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0018209519103018408 0.00097009839978969752 0.0021894214044789941 -0.0028214268671874362 0.0027021373584655722 0.00041708867856718782 -0.002396683917421471 0.0025613519070145831 0.0028774321008730652 -0.0020989046875159504 -0.00090539070888114243 0.0028126474250050435 0.0029465294968227915 -0.00051548033606423202 -0.0021191941178689317 -0.0022265387955375956 -0.0011443449381217119 0.0025002190818013167 -0.0009783359734865096 -0.0017487862803977207 -0.0022448705497662823 0.0025033381767241049 0.0026977723036889839 0.0009891404547982196 -2.7083305852902525e-05 -0.0023914639982575694 -0.0028274623112881231 0.0027656457428467938 -0.0013548825450354566 0.00031745108096319395 -0.001302611158801437
leaf_weight=2.5537430755794075 3.2013336569070807 0.86133841052651439 3.4655304197221986 14.948910510167485 3.7700442597269932 1.9599705226719368 2.772332251071929 0.86383797228336234 1.0792586468160141 2.9838685635477296 2.1000480949878693 3.4689790531992921 11.035670148208739 2.8712674602866164 1.9857055470347402 2.5050521139055482 1.5718946773558862 1.3619869425892823 2.2722910381853585 4.2172148078680038 5.0913032442331314 1.5269119963049886 2.2592749856412411 1.6212524883449075 44.267369356006398 2.0450239069759846 1.2296816520392813 2.0402242187410575 1.8502507731318472 2.3530451729893684
leaf_count=53 20 8 78 297 38 26 31 12 11 27 32 40 98 28 51 33 26 29 52 96 55 13 27 19 1773 46 27 35 20 20
internal_value=0 -0.00139221 0.000575506 0.00155007 -0.0017404 0.000615641 -9.97965e-05 -0.00187696 0.00195783 0.00217638 0.000630445 -0.000334894 -0.00106656 0.000293672 -0.00194249 0.000859871 0.00137998 -0.000335303 -0.00207803 -0.000988406 0.00122974 0.000964651 0.000501231 0.00189218 -0.00225274 -0.00114569 -0.00016359 -0.000302744 -0.00116433 -0.000180031
internal_weight=0 78.3155 57.8191 23.6658 66.7414 11.5741 34.1533 63.5401 21.1121 20.0328 5.08392 31.381 14.5012 16.8798 62.6762 12.1582 9.65319 4.8746 57.8016 7.98726 9.61412 2.8889 6.18421 6.71256 49.8144 5.547 3.50197 2.90156 4.72152 4.61232
internal_count=3121 2300 821 420 2157 143 401 2137 367 356 59 370 176 194 2125 146 113 93 2032 134 117 42 73 74 1898 125 79 43 48 47
is_linear=0
shrinkage=0.00259437


Tree=98
num_leaves=31
num_cat=0
split_feature=12 4 13 1 1 13 132 14 47 48 457 13 11 52 4 47 4 3 11 159 0 13 15 52 484 42 0 0 1 1374
split_gain=15.4536 7.0599 4.92308 4.25574 3.79088 3.09944 3.0653 2.77835 2.44869 2.50808 2.35761 2.26619 2.06341 2.04008 1.88025 1.73083 1.69629 1.62302 1.90146 1.85112 2.63812 1.71905 2.47044 1.58836 1.13982 1.04561 1.34017 1.00794 0.996625 0.99356
threshold=0.051320000000000005 0.36766000000000004 -0.00051499999999999994 1.0000000180025095e-35 0.13021500000000003 -0.47860499999999995 0.080640000000000017 0.018475000000000002 0.081320000000000017 0.10396500000000002 0.080930000000000016 -0.07692499999999998 0.087830000000000005 -0.0064899999999999992 -0.04890499999999999 0.092710000000000015 -0.17966999999999997 -0.10115999999999999 0.081790000000000015 0.092630000000000018 -0.077999999999999986 -0.094514999999999988 0.090455000000000021 0.19022000000000003 -1.0000000180025095e-35 0.084635000000000016 0.041630000000000007 -0.11437499999999999 0.081670000000000006 -0.094929999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 5 -2 13 8 -5 -10 17 -12 -3 14 -4 16 -15 18 19 20 -7 22 27 -18 -16 26 -22 -19 -13 -26
right_child=1 12 6 7 -6 10 -8 -9 9 -11 11 28 -14 15 24 -17 23 21 -20 -21 25 -23 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=-0.0014605388073856869 0.00069620492555142529 0.0023237943857981895 -0.002345714834362923 0.0022363820033363645 0.0013538514273276857 -0.0014751141967905795 0.0020753399258878289 -0.0019021467074307981 -0.00079258495784658204 0.0023547652974175762 -0.0019353501077850174 -3.1369710383908033e-05 -0.0001085579528916304 -0.00082616347064065306 -0.0019145268981819775 -0.00093669697910219677 0.0015954279575834808 0.00021216735678879906 -0.0022730699480055213 -0.0026044628635950363 -0.0013298592630702154 -0.0020514859872568401 0.0020537442647752344 -0.00063844331813946674 -0.0012271019292276666 0.002328618746929348 0.0016188268464679397 -0.0021687248661866627 0.0025114172416465233 0.00036375217773443048
leaf_weight=2.4979146998375681 3.0677072890102854 3.0690338984131804 3.3532075453549615 13.285976022481924 2.3873791359364978 3.6675680503249151 2.7461071349680415 1.0393832530826319 3.0198383871465913 1.9766829721629617 1.9023613743484018 1.6244960092008107 3.5482150018215179 2.8029976822435883 2.1074345037341109 4.5189999528229228 6.9474881533533317 1.1578762847930186 4.1116330735385409 1.6701175477355708 1.4056911915540697 36.451387986540801 1.171623710542917 1.916089244186878 2.6924750804901105 1.7279429994523523 1.5069705750793216 3.0464032571762725 1.3168760314583776 5.9370439872145688
leaf_count=53 18 43 78 297 30 86 31 11 27 32 52 33 36 23 21 48 97 19 112 26 31 1681 18 26 17 13 11 81 10 60
internal_value=0 -0.00111978 0.000406897 0.00120754 -0.00133357 -0.00143409 -0.000122143 0.00155247 0.00174887 0.000452544 -0.00154165 -8.78393e-05 0.00101955 -0.000321462 -0.000925805 0.000204641 0.000646734 -0.00166758 -0.00102996 -0.000517721 -9.82416e-05 -0.00188237 -0.000735678 0.00111252 -0.000482359 0.00098993 0.00019575 -0.00151302 0.00110706 -0.000132606
internal_weight=0 72.8333 54.8416 21.8198 66.216 63.8287 33.0218 19.3219 18.2825 4.99652 60.7609 4.84373 6.61725 30.2757 14.0902 16.1856 11.6666 55.9172 14.0899 9.97829 8.30817 41.8273 5.3759 8.86358 10.737 4.6406 2.91266 4.20428 2.94137 8.62952
internal_count=3121 2300 821 420 2221 2191 401 367 356 59 2173 95 79 370 176 194 146 2078 279 167 141 1799 118 123 98 55 42 100 43 77
is_linear=0
shrinkage=0.00217221


Tree=99
num_leaves=31
num_cat=0
split_feature=1 12 0 0 3 4 47 40 42 4 47 47 14 49 52 3 52 3 51 1 2 133 159 2 0 151 46 3 0 43
split_gain=18.5047 5.97369 4.77608 4.82308 4.5823 4.1701 4.87716 3.22728 2.9835 3.5389 2.97248 2.95373 2.57961 3.40276 2.39594 2.30119 2.33359 1.9691 1.79621 1.92794 1.86564 1.84896 1.73569 2.36494 3.31993 1.40276 1.34479 1.1955 1.76998 1.1541
threshold=0.094465000000000007 -1.0000000180025095e-35 -0.060129999999999996 -0.10096999999999999 0.16158000000000003 -0.013125 0.096300000000000011 -1.0000000180025095e-35 0.092620000000000022 -0.49405499999999997 0.090100000000000013 0.10980000000000002 0.062655000000000016 0.082865000000000008 0.10347000000000002 0.12178000000000001 0.13796000000000003 -0.074084999999999998 0.08955500000000001 0.077565000000000009 0.089775000000000008 0.081415000000000015 0.092630000000000018 0.10327000000000001 0.10455500000000001 0.11265500000000002 0.13702000000000003 0.090900000000000009 -0.046359999999999991 -0.17390999999999998
decision_type=2 2 2 2 2 2 2 2 2 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 12 5 7 15 -3 9 14 25 -12 13 18 -4 16 27 -8 19 21 -21 -1 23 -11 -25 -2 -9 28 -7 -5
right_child=1 4 8 29 -6 6 17 26 -10 22 11 -13 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0016617239767522196 0.002144542126406 0.0023534604305254282 -0.0024598191707874218 -0.00061822150756957195 0.0019795228632686931 0.00034527873834470495 -0.00012583790366358879 -0.0020208420124876551 -0.0019981314982409778 0.0021579821510301685 -0.0018608203526830815 0.0013303293455676102 -0.0022943248585257422 -0.0023240114873539874 0.00098975462423668906 -0.0010768792553114616 -0.00091224823030357119 -0.0021445878677202306 -0.0018110971030802388 0.00017013339514917197 0.0022663346702130288 0.0014880825443871484 -0.00074112977971937781 -0.0023432008789256182 0.0021345288376720712 -0.00042916885372643195 0.0007373798525928155 0.002535153980580357 0.002202083560418715 -0.0019946913439118615
leaf_weight=2.8257778994739109 12.091352211311461 0.94484130665659805 3.106085781008006 2.9980832263827315 4.4753389582037917 6.0803677663207036 4.3149972949177027 9.0902628786861861 3.5671861208975306 5.2955822534859163 2.1818324066698542 3.3604097180068493 3.4633335303515187 3.0114863384515038 1.303795129060745 2.6067444011569014 2.2634264174848786 4.5038679763674718 1.789424430578946 4.3586160391569138 3.4846921265125275 1.215648468583822 2.4709144122898588 1.5840368531644347 1.4433198682963846 1.0497128441929806 0.88467150926590044 3.3580091148614875 3.8077890388667655 37.878957737237215
leaf_count=44 251 9 58 85 69 63 54 220 77 36 17 39 77 77 11 18 22 58 19 37 25 22 19 38 9 14 6 36 61 1550
internal_value=0 0.0003799 -0.00118245 -0.00147222 -6.40508e-05 -0.000305649 0.000145671 -0.00141889 -0.000240376 0.000172038 0.00138575 7.40591e-05 -0.000617064 -0.000268926 -0.00143994 0.000779716 0.00109176 -0.00115683 0.000183669 0.000484011 0.00110145 -0.000714272 0.00083062 0.00129724 -0.000208402 0.00193895 -0.00177622 0.00143419 0.00106031 -0.00189374
internal_weight=0 61.0136 79.7969 61.026 42.3303 37.855 26.9352 10.9198 18.7709 15.2037 18.6833 5.54224 20.149 16.6856 4.40988 18.1163 15.5096 8.81887 13.6742 11.8847 7.84331 4.04143 10.7939 8.32294 3.02736 13.1411 9.97493 13.2462 9.88816 40.877
internal_count=3121 937 2184 1936 616 547 312 235 248 171 321 56 301 224 69 200 182 112 147 128 62 66 102 83 47 265 226 160 124 1635
is_linear=0
shrinkage=0.00213563


Tree=100
num_leaves=31
num_cat=0
split_feature=12 16 43 3 43 49 160 1 0 0 160 52 13 1212 160 133 52 481 48 457 4 4 48 402 12 133 52 51 1374 151
split_gain=8.77002 4.64237 3.4323 3.60352 2.41937 2.19654 2.6179 2.34976 2.10806 2.01971 1.9786 1.80422 1.77833 1.6804 1.6492 1.75805 1.64594 1.56379 1.50264 1.491 1.46287 1.45092 1.37701 1.27901 1.25276 1.20883 1.42787 1.55618 1.98971 1.21266
threshold=0.051320000000000005 -0.16927999999999996 -0.04890499999999999 0.31299000000000005 -0.40263499999999991 -0.063424999999999981 0.08325500000000001 0.11866500000000001 -0.060129999999999996 -0.053834999999999994 -1.0000000180025095e-35 -0.085984999999999992 -0.47860499999999995 -0.50120999999999993 0.081905000000000019 -1.0000000180025095e-35 0.17829500000000004 -0.0079799999999999992 0.10788500000000002 -0.068264999999999978 -0.17966999999999997 0.50996500000000011 0.093265000000000015 -0.50169499999999989 0.10866500000000003 -0.080849999999999991 0.19022000000000003 -0.076794999999999988 -0.094929999999999987 -0.13579999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 4 11 -1 6 7 -3 13 -10 -2 -4 -11 -7 15 -12 -6 -13 24 -19 -15 23 -14 -22 -17 -21 27 -27 -29 -30
right_child=1 5 3 -5 16 8 -8 -9 9 12 14 17 22 20 -16 18 -18 19 -20 25 21 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=-0.0011147913343204263 -0.0026907858773461547 -0.0039035251546330968 -0.0025675379525278664 0.003071594627723852 0.0030817459722901055 0.0037215479990222707 0.0031671620905195613 0.0033594033685759124 0.00329967255300343 0.0017676543779404212 -0.0012890989969722255 -0.0039069790750006772 -0.0028392770237430742 0.0046550560400731274 -0.0021605293515624159 0.0049928990541476996 -0.0020879390043491231 -0.0031290970013221455 -0.00028093594731930417 -0.0025389748406756166 0.0018246423205650958 0.0039030487972300187 0.0022372947003889876 -0.0033827497988398857 0.001203177227028978 -0.0020947336208698851 -0.0022053658111989179 -0.0020113440502034026 -0.0013716906375466527 0.0024017631608447671
leaf_weight=2.6933787502348414 2.3761019976809612 2.3129328656941648 5.1020358726382282 3.9644577354192725 10.796592345461246 0.48508208617567916 2.1081359758973122 0.78253126144409169 1.2190049169585098 1.6596638523042191 2.0838856976479274 1.3861209917813635 7.2860451340675372 0.31740024499595065 1.832365846261381 3.0486451201140881 0.8738224674016245 1.7562901023775435 1.8285338543355463 1.7210946762934494 0.63366195652634871 0.37589722499251266 0.77605239581316698 26.972514330409467 1.8336072601377962 1.8541231900453663 2.0405835825949898 1.885150220245136 1.2514984589070195 10.471064798533856
leaf_count=32 66 85 111 106 248 26 23 14 24 10 29 31 195 3 45 36 12 18 19 40 21 6 9 1665 24 19 31 15 17 141
internal_value=0 -0.0016084 0.000513108 -0.000157382 0.00198035 -0.00216014 5.32429e-05 -0.00206746 -0.00245007 -0.00109634 0.000298023 -0.000623421 -0.00164755 -0.00296462 0.000966291 0.00161776 0.00269467 -0.000179936 0.00252042 6.63075e-05 -0.00307922 -0.00316695 -0.00235061 -0.00326322 0.00356961 0.000358245 0.000643142 0.00101907 0.00144335 0.00199891
internal_weight=0 57.9321 45.7962 31.4324 14.3638 44.9289 5.2036 3.09546 39.7253 10.9408 13.0031 27.468 9.72176 28.7846 10.627 8.79467 11.6704 22.3659 6.71079 20.9798 28.2995 27.9821 8.0621 27.6062 4.88225 19.2235 17.5024 15.4618 13.6077 11.7226
internal_count=3121 2300 821 529 292 2081 122 99 1959 238 219 423 214 1721 153 108 260 312 79 281 1695 1692 204 1686 60 263 223 192 173 158
is_linear=0
shrinkage=0.00362301


Tree=101
num_leaves=31
num_cat=0
split_feature=1 484 42 42 52 2 52 47 15 43 52 160 1 48 50 150 4 160 150 159 133 0 402 43 376 1 128 51 52 151
split_gain=7.91017 3.35716 3.20024 3.57886 3.35272 3.28882 3.08151 2.63131 3.30095 2.57202 2.34757 2.33444 2.30847 2.30804 2.60275 2.19804 2.02735 2.00257 1.93846 1.92442 2.21997 1.91856 2.42577 1.77946 1.73919 1.76496 1.42713 1.55903 1.52818 1.36158
threshold=0.094465000000000007 -0.0068949999999999992 -1.0000000180025095e-35 0.091735000000000025 0.11434500000000002 0.088850000000000012 -0.43320999999999993 0.087885000000000019 0.035560000000000008 -0.20207499999999998 -0.15275999999999998 -0.51146999999999987 0.11146500000000002 0.12879500000000002 0.11843500000000001 0.08926000000000002 -0.083854999999999985 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.13455999999999999 0.12317000000000002 -0.27207999999999993 0.091135000000000008 0.090405000000000013 0.086435000000000012 -0.076794999999999988 -0.13993999999999998 -0.08236499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 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 16 -2 8 11 -6 -7 -8 -10 14 26 -12 17 -4 -9 -20 -21 -18 -23 -22 25 -3 27 28 -13 -5
right_child=6 2 3 29 9 10 7 18 12 -11 15 13 -14 -15 -16 -17 21 -19 19 20 23 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0029914454581348132 -0.0028962851616079312 -0.0027094005901687071 -0.0011625889873123514 0.0015165036359305235 0.0046902228237971442 -0.0017698642545456325 -0.0032407510905384908 -0.0030792624960378767 -0.0027581506369997936 -0.0031925741408312569 0.0023661200975926828 0.0024002229532470959 0.00080911519104941165 -0.00169190437768002 -0.0019287260508032168 -0.00074885054804174546 0.00052151821161816451 0.004624111631503414 -0.0024400783393495051 -0.0020811758684856048 -0.0020146516208086758 -0.002772290356712788 0.0047616062524149273 0.0018247924766374981 0.0026054689694227562 0.0017469789437304659 -0.0013262217452484919 0.002760538985470348 -0.0017609612778429378 -0.0026818801236545048
leaf_weight=7.3956128517165771 2.1722540119662872 10.964765753597016 0.9309930894523859 0.68477170169353474 0.3659823685884479 1.7433264907449473 0.78881948441267269 1.9426323659718026 2.7079448075965038 3.5863930117338887 9.2868457483127695 1.5331081766635182 3.1467771530151367 1.4828369766473759 1.2874588910490263 2.2597400005906811 2.8412654511630508 0.99007745087146648 2.1574565554037681 2.0610346449539048 1.14300352334976 5.5722742648795327 0.36537459306418885 6.3435410195961612 0.57992403395474035 0.76263756118714887 0.86289244145154853 15.291981648653751 1.3158204685896731 6.5283500095829359
leaf_count=398 119 657 26 15 2 59 11 21 77 140 110 26 42 10 20 27 29 14 54 28 10 329 14 85 6 30 13 402 19 328
internal_value=0 -0.00121633 -0.00093973 -0.000504546 -4.53688e-05 0.000352881 0.000393491 0.000563375 0.00105432 -0.00246264 0.00129392 0.00154608 -0.000840828 0.00171949 0.00196879 0.0017565 -0.000815941 0.00181975 -0.000458886 -2.39937e-05 0.000521966 -0.0013927 -0.00230869 0.00123861 -0.00218282 -0.0024196 0.00223284 0.00240213 0.000478318 -0.00228331
internal_weight=0 54.8583 47.4627 35.1554 27.9423 23.9899 44.2376 42.0653 28.4176 3.95238 13.2899 22.5629 5.85472 21.7741 20.2913 11.5466 10.7 1.92107 13.6477 11.705 9.54758 8.77891 5.93765 7.48654 12.3073 11.7274 19.0038 18.1409 2.84893 7.21312
internal_count=3121 2184 1786 1093 750 608 937 818 620 142 196 501 119 490 480 137 412 40 198 177 123 372 343 95 693 687 460 447 45 343
is_linear=0
shrinkage=0.00283252


Tree=102
num_leaves=31
num_cat=0
split_feature=1 52 47 15 0 1 1 50 48 160 42 4 52 4 0 16 151 1 403 1213 2 159 12 3 16 150 128 16 51 151
split_gain=12.7351 4.25917 3.81226 3.9954 3.71417 4.00675 2.94846 2.64221 2.62444 2.57194 2.24138 2.83617 2.21589 2.01685 1.87777 2.58534 1.86395 1.67411 1.72586 3.28064 2.2494 1.66628 1.8754 1.65299 1.59289 1.97994 1.41505 1.41442 1.41061 1.31979
threshold=0.094385000000000011 -0.43320999999999993 0.087885000000000019 0.035560000000000008 -0.060129999999999996 0.077565000000000009 0.11146500000000002 0.11843500000000001 0.12879500000000002 -0.26568499999999995 0.092620000000000022 -0.49405499999999997 0.10347000000000002 0.053925000000000008 -0.062294999999999996 0.51524500000000006 -0.086654999999999982 0.07863500000000001 0.03138500000000001 -1.0000000180025095e-35 0.089125000000000024 0.092630000000000018 0.092355000000000007 0.11296500000000002 -0.056919999999999991 -1.0000000180025095e-35 0.084155000000000021 -0.08947999999999999 -0.076794999999999988 0.15288500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 7 5 23 -5 8 9 -3 11 12 -6 16 24 -16 -7 -18 20 -20 -19 22 -13 29 25 -4 28 -22 -11 -1
right_child=1 2 14 6 10 13 -8 -9 -10 26 -12 21 -14 -15 15 -17 17 18 19 -21 27 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0025994391763880772 -0.0028276470352930592 -0.0025388208184547916 -0.0030353426349251315 -0.0025870585266847997 -0.0032101616328287291 0.0012205280574676843 0.00096602620030963534 -0.0017453004313788432 -0.0015777982019910858 0.00075467098291759046 -0.0023879065648740819 0.0026397703763829505 0.0012420043405926525 0.001743573294874737 0.0033175644295594612 -0.0013790576830769443 0.002372594854428864 -0.0028812012689254452 -0.0028266102222778791 0.0050153553066953748 0.0012726740930266241 -0.0010772269155824893 -0.00022222275041665143 0.00034289508822685601 -0.0029612035925930991 0.00012756923383732058 -0.0008823251740554197 -0.0018763750237338588 0.002701372176337126 0.0015353240428276562
leaf_weight=28.496484104543931 2.8498106300830832 0.87776647321880474 1.8682685494422884 3.3085485994815818 2.6116272471845163 2.2984597682952925 3.7742509767413139 1.647123809903859 1.5834433883428563 3.3166808690875866 3.0330065339803687 4.8788432069122791 1.2467448599636552 2.1496113426983348 1.9979316927492612 1.5879755876958368 0.82108805142343122 7.9689809316769225 0.82337808422744274 0.78821326047181972 2.0014828145503998 2.2294380739331245 2.676560964435339 1.6125798672437657 2.5375193059444419 7.45823590271175 1.0363611672073592 2.3303252570331097 18.388377271592617 0.59491774439811607
leaf_count=1434 119 10 19 82 58 32 42 22 10 45 77 43 11 26 29 14 12 310 34 12 16 19 40 9 48 88 14 31 401 14
internal_value=0 0.000438313 0.000626788 0.0011419 -0.00137409 -0.00174934 -0.000693706 0.00162612 0.00184646 0.00207602 -0.000251568 0.000223359 -0.00177155 -0.000764189 -0.000504543 0.00123772 -0.0010807 -0.00143969 -0.00166469 0.00100882 -0.00201496 0.00100999 0.00162589 -0.00236479 -0.00103114 -0.00050602 0.00225414 -0.000421378 0.0024039 -0.00251488
internal_weight=0 52.2323 49.3825 33.9326 66.5617 49.8855 7.0828 26.8498 25.2026 23.6192 16.6762 13.6432 3.85837 19.1815 15.4499 3.58591 17.0319 14.7335 13.9124 1.61159 12.3008 9.78484 7.5554 30.704 11.864 9.3265 22.7414 4.33181 21.7051 29.0914
internal_count=3121 943 824 626 2178 1930 124 502 480 470 248 171 69 473 198 43 447 415 403 46 357 102 83 1457 155 107 460 47 446 1448
is_linear=0
shrinkage=0.00274751


Tree=103
num_leaves=31
num_cat=0
split_feature=1 12 47 39 50 4 48 13 43 13 403 15 3 1374 11 484 1429 51 42 16 1 43 15 49 133 3 133 0 48 0
split_gain=14.0486 5.33644 3.36522 2.54568 2.51626 2.65997 3.0767 2.51362 2.40058 2.44325 2.35959 2.35819 2.28451 2.23151 2.0213 1.92024 1.9701 1.6873 1.63106 1.50078 2.22615 2.00877 1.3598 1.31385 1.28315 2.62597 1.58818 1.2348 1.5775 1.83086
threshold=0.104035 0.083370000000000014 0.085770000000000027 0.085220000000000004 0.11843500000000001 -0.036839999999999991 0.12879500000000002 -0.47860499999999995 -0.15582499999999996 0.17001000000000002 -1.0000000180025095e-35 0.083195000000000005 -0.10831999999999999 0.093235000000000012 0.077415000000000012 -0.0068949999999999992 0.084990000000000024 -0.096089999999999981 -0.09693499999999998 -0.061854999999999993 0.13210500000000003 -0.023869999999999995 -0.055554999999999993 -0.49452999999999997 0.099660000000000012 -0.15713499999999997 0.085075000000000026 -0.13027499999999997 0.086260000000000017 -0.22491999999999998
decision_type=2 2 2 2 2 2 2 2 2 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 5 -2 13 -3 9 10 -9 15 14 18 -10 -1 17 -17 -7 20 21 -4 -21 -14 25 -19 27 28 29 -27
right_child=2 7 19 -5 -6 6 -8 8 12 -11 -12 -13 23 -15 -16 16 -18 24 -20 22 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.002082906653808557 -0.0010931981085162022 0.00072208237305254445 0.0013189855557460832 0.0024824023749160607 -0.0028283291792421312 -0.00055208156310763859 -0.0022061895959375483 -0.0017837343658707434 0.00055983361825396769 -0.0026118480554058804 0.0023449302040084523 -0.0026662268184836219 0.0017166314749327493 -0.0014901537357486572 -0.0023243679080583086 -0.0026427128758601849 0.0024583852503186651 0.0026861960233966445 0.0022826690145655477 -0.002456406093206354 0.0026144065330184737 -0.0015880876640289639 9.8480416317313189e-05 -0.0023124096542790329 -0.0021521895553163538 0.0030131338721334018 0.0017993192470011265 -0.001204352845715329 -0.0008572437850941319 -0.00025888457826616382
leaf_weight=2.8062747763469877 3.3910013474524083 2.6728796847164622 2.507586305961012 6.9318278618156901 1.1928454432636488 1.436877798289063 1.4051701650023449 1.3546908386051657 3.7835271935909978 1.8800906557589767 2.4901154506951562 2.4848550595343104 0.52075368165969749 1.2796058654785145 2.5973535031080246 1.5421534702181947 2.0816703829914323 2.4633921980857982 12.291932888329031 3.1678393911570311 2.0135334152728319 3.773956758901476 2.264060338959097 34.421641779132187 1.5138249360024918 2.0774900987744331 2.4340881779789916 6.6534395385533278 4.2049123831093311 2.266343941912071
leaf_count=60 68 16 27 173 18 12 8 31 36 77 33 71 5 12 70 46 23 21 216 67 26 39 25 1694 13 14 43 113 37 27
internal_value=0 -0.00114411 0.00065788 0.00115954 0.000722825 0.000936713 0.00135609 -0.00165282 -0.00178774 -0.000259878 0.000890224 -0.000315581 -0.00199941 0.00168961 -0.000614188 -0.000107297 0.000112381 -9.8522e-05 0.00198598 -0.000362807 0.000310822 -0.000427587 -0.00139151 -0.00225236 8.30096e-05 0.000251356 -8.87369e-05 -0.000391042 0.000241954 0.001306
internal_weight=0 80.2495 41.6562 27.9293 20.9974 19.8046 16.4136 49.7211 47.0482 5.7249 3.84481 30.5284 41.3233 15.0084 6.38088 28.0436 25.2373 23.1556 13.7288 13.727 8.29508 6.28154 5.4319 34.9424 21.6135 20.0997 17.6363 15.2022 8.54875 4.34383
internal_count=3121 2430 691 507 334 316 248 1962 1946 141 64 468 1805 240 106 397 337 314 228 184 92 66 92 1699 268 255 234 191 78 41
is_linear=0
shrinkage=0.00251758


Tree=104
num_leaves=31
num_cat=0
split_feature=1 12 47 16 52 52 0 14 123 3 0 48 2 13 13 43 16 1 43 457 2 12 0 51 2 15 376 2 1212 1
split_gain=15.4606 5.77721 3.8831 2.91721 2.88658 2.74049 2.69069 2.6269 2.27966 3.17695 2.54796 1.85547 1.84034 1.66726 1.83056 3.0428 1.63513 2.32592 2.27611 1.61475 2.2598 1.50269 1.4967 1.47003 1.41382 1.41297 1.32282 1.09343 1.00454 0.940285
threshold=0.104035 0.083370000000000014 0.087885000000000019 -0.51370499999999997 -0.28430999999999995 0.13796000000000003 -0.060129999999999996 0.062655000000000016 1.0000000180025095e-35 -0.12018999999999998 -0.13027499999999997 0.086260000000000017 0.11510000000000002 0.11217000000000001 -0.47860499999999995 -0.08595499999999999 -0.061854999999999993 0.13210500000000003 -0.023869999999999995 0.080930000000000016 0.089885000000000007 -1.0000000180025095e-35 -0.040504999999999992 0.123935 0.11411 -0.055554999999999993 0.049360000000000008 0.10882500000000002 -0.47386499999999993 0.10723500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 4 -3 29 21 19 8 9 -1 11 -11 -7 14 -8 -16 17 18 -4 28 -21 -6 23 24 27 -18 -10 -23 -5 -2
right_child=2 3 16 6 5 12 13 -9 26 10 -12 -13 -14 -15 15 -17 25 -19 -20 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012959842138896146 0.0001735947045596633 0.0012483345450596554 0.0014313058027592915 0.00049633506513276744 0.0027888856305883663 -0.0022340157355439307 0.0012701111641806729 -0.0029352951362593563 -0.00015728283572990047 0.00092077551640261997 -0.0021680467195691988 -0.0014116887480288736 0.0014481995445061492 0.0017597812586785516 0.00068542314181764985 -0.0027919567071864647 -0.0026516845539338216 0.0026783979290977084 -0.0018139020684314166 -0.0027553425331166962 0.0018027397126438782 0.0013170574342263573 0.0027983005500101638 -0.0013232540818087139 0.002209251180346945 4.5001128235386683e-05 0.0023662526224215059 -0.0013084769949902929 -0.0024652549661421871 -0.0034380779128987083
leaf_weight=5.2566760145127871 0.92513706721365396 2.1211033426225177 2.50949477404356 0.81372231431305309 7.6272183079272553 2.0978363770991559 1.7409433126449574 2.4919679798185816 2.4401770737022153 5.2378321271389812 7.7281587775796572 4.3205160349607468 1.7105094939470289 1.5468803606927384 2.5393766257911894 5.5969374421983966 3.2708670217543832 2.1325350999832153 3.7309446074068529 1.4561117757111781 1.5683276709169147 2.5925090834498423 3.7768294028937808 1.7679917141795165 5.3006046637892723 2.2953588031232357 3.5251417867839336 1.9141081385314462 34.657551340758801 1.0899752154946325
leaf_count=46 27 27 27 29 203 26 10 50 38 54 189 39 18 21 31 130 66 26 37 49 25 32 62 14 90 25 52 17 1640 21
internal_value=0 -0.00124156 0.000708689 -0.00177793 0.00126115 0.00148992 -0.00190652 -0.000341152 -0.000114395 -0.000497658 -0.00104309 -0.000133533 -0.000580157 -0.000783647 -0.00118197 -0.00170665 -0.000432876 0.000302887 -0.000508893 -0.00223975 -0.000391742 0.001833 0.00135809 0.000888172 0.00128684 -0.00153965 0.00133397 0.000201907 -0.00239732 -0.00177996
internal_weight=0 83.0414 42.7419 52.041 28.8027 26.7876 49.9199 31.0005 28.5085 22.5432 17.2865 9.55835 3.80835 11.4241 9.87726 8.13631 13.9392 8.37297 6.24044 38.4957 3.02444 22.9793 15.352 11.5752 9.80722 5.56623 5.96532 4.50662 35.4713 2.01511
internal_count=3121 2430 691 1962 510 462 1935 468 418 328 282 93 44 192 171 161 181 90 64 1743 74 418 215 153 139 91 90 49 1669 48
is_linear=0
shrinkage=0.00263476


Tree=105
num_leaves=31
num_cat=0
split_feature=4 12 151 9 50 3 43 52 47 51 1 52 13 52 1 16 448 52 457 1 151 457 49 2 4 3 13 13 15 133
split_gain=17.0424 7.30818 4.79831 4.79115 3.72738 3.22143 3.30759 3.11444 2.88213 2.31718 2.17655 1.82158 1.56648 1.53819 1.51712 2.05003 1.22448 1.0708 0.985134 1.67275 0.9074 0.857019 1.25788 0.728166 0.654807 0.764591 0.556198 1.09368 1.81555 0.835904
threshold=0.27834500000000006 0.051320000000000005 -0.27559499999999998 -0.036024999999999995 0.11875500000000001 0.30112000000000005 -0.04890499999999999 -0.037344999999999996 0.12794000000000003 -0.092264999999999986 0.13021500000000003 0.096795000000000006 -0.47860499999999995 -0.0092699999999999987 0.111945 -0.54165499999999989 -0.013069999999999998 -0.087284999999999988 0.080930000000000016 0.083135000000000014 -0.081154999999999991 0.082380000000000009 0.10595500000000001 0.10699500000000002 -1.0000000180025095e-35 0.088060000000000013 -0.094514999999999988 -0.13710499999999998 0.090455000000000021 -0.0061299999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 8 6 7 9 14 -5 12 -9 -3 -7 15 -4 -8 -18 26 20 -20 22 23 24 25 -19 27 -14 29 -29
right_child=2 10 4 5 -6 13 16 11 -10 -11 -12 -13 18 -15 -16 -17 17 21 19 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0024819191903263436 -0.002596383989856536 -0.0004301884862985975 0.0024615991646360445 -0.0010332743025958143 -0.0019557014952378458 0.002374840586052928 8.2681840608609511e-05 -0.0023385990522175335 -0.0018856865954332916 0.0020067110896518749 3.5499241164423115e-05 0.00017492284595056913 -0.0024191368628800848 -0.00082361811585325117 0.0023509613328065201 -0.00045244371026007289 -0.0024288922197873608 -0.00023485589409988103 -0.0024046390722496703 0.00081475507082848036 -0.00035469562771963596 -0.00060671334980296518 -0.00034571341409520842 -0.0030546818419900693 -0.0021741601723746081 -0.0020781842736016971 -0.0021750128972832647 -0.0024457673429156292 0.0011085360879185 -0.00079316990019850735
leaf_weight=1.9897244852036227 2.0036958977580097 3.0590774044394484 2.0804644450545311 1.8715684637427328 1.8019921407103527 1.9145018067210915 2.0180134847760227 3.5481860637664777 1.1809248030185688 3.7429722920060158 2.6703647188842288 2.4087259992957115 5.7284540794789791 1.2281873300671566 8.0497889462858421 2.8428718186914912 7.6690820455551174 2.4611416123807475 3.8075202219188209 1.5399925597012041 1.4969415739178651 4.6216062046587458 2.8530252799391738 2.5291322916746131 6.6518336832523355 2.0544208660721779 83.604007001966238 3.208032451570034 1.4590050280094145 2.8997088931500894
leaf_count=47 15 18 38 17 14 44 22 30 10 81 30 20 66 19 228 35 95 21 66 17 12 34 28 17 67 21 1899 59 17 34
internal_value=0 -0.00163652 0.000657381 -0.000906435 0.00106598 -0.00105437 -0.00121578 -0.000198698 0.00145067 0.000993353 -0.00195372 -0.00132224 -0.00200345 0.00112486 0.00175438 0.000778949 -0.00159718 -0.00171472 -0.00204984 -0.00123194 -0.00182614 -0.00145602 -0.0016932 -0.00197388 -0.00172911 -0.0010735 -0.00210762 -0.00168381 -0.00112713 -0.00166118
internal_weight=0 157.035 17.9597 47.5621 15.956 45.5724 42.4297 11.5715 14.1541 5.61454 109.473 5.95691 106.803 3.14269 12.9731 4.92334 30.8583 28.8402 103.744 6.84445 5.30446 21.1712 16.5496 13.6965 11.1674 4.51556 96.8992 13.2952 7.56675 6.10774
internal_count=3121 2781 340 563 325 516 453 148 311 98 2218 50 2188 63 301 73 305 283 2170 95 78 188 154 126 109 42 2075 176 110 93
is_linear=0
shrinkage=0.00223072


Tree=106
num_leaves=31
num_cat=0
split_feature=1 12 52 47 50 31 3 4 15 52 1 47 1 0 15 0 123 16 48 1 2 3 15 12 12 151 15 0 51 2
split_gain=34.1883 10.2323 6.58079 5.76844 4.60219 4.00947 3.70247 3.29428 3.23628 3.06934 2.93431 2.80556 4.17671 3.28163 2.80714 2.51235 2.45975 2.01698 1.96924 1.83983 1.81301 1.62798 1.59419 1.57091 1.97867 1.4027 0.961361 0.932464 0.874084 0.759443
threshold=0.104035 0.083370000000000014 -0.28430999999999995 0.088195000000000009 0.11843500000000001 -1.0000000180025095e-35 0.10732000000000001 0.40124500000000002 0.083195000000000005 0.13796000000000003 0.13820500000000002 0.077555000000000013 0.091785000000000019 -0.036484999999999997 -0.008624999999999999 -0.11242999999999999 0.08128500000000001 -0.5335399999999999 0.12879500000000002 0.083135000000000014 0.08839000000000001 -0.097604999999999983 0.024640000000000006 0.09334000000000002 0.09141500000000001 -0.0077149999999999988 -0.028889999999999996 -0.053834999999999994 -0.076794999999999988 0.12595500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 27 4 9 -1 7 21 11 18 16 12 14 -13 19 -16 17 -5 22 -7 -17 23 28 24 26 -14 -3 -2 -4 -19
right_child=2 6 3 10 -6 8 -8 -9 -10 -11 -12 13 25 -15 15 20 -18 29 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0027245792879950605 -0.00023964872338794299 -0.00010723922974624824 0.0011588580634766137 0.00083008294041987652 -0.0016661264439783031 -0.0023047834639977494 0.00032471216959673081 0.0016092943884471825 -0.0023156453424957777 -0.00015373214140926625 0.0017868941995691067 -0.0024503187480764805 0.0020597096955274371 0.00072914295358634249 0.0017305671481632184 -0.0021088455623852029 0.0013833442238504446 -0.0011414378877750058 0.00010806307456194443 -0.00050192119922903248 0.00021527156809166031 -0.0020208969224748195 0.00057892405166027521 -0.0021023828333173074 0.00049925112549046343 0.00024381145045612772 -0.0019369294185640517 -0.0020376281659302219 0.0022904152364962723 -0.0025847230971202451
leaf_weight=1.7519934102892865 1.9416660182178018 1.7624385170638559 3.5819756649434664 1.9897456802427758 2.1220050044357768 4.7503564953804034 3.8520923405885688 1.2514493912458409 4.2031728103756896 4.1996783763170233 2.7675914689898482 5.0880932845175266 4.4232572950422764 2.0500151105225077 3.3765060044825077 2.1693530734628457 2.228353288024663 5.7036413773894292 2.8894152939319602 5.4958680495619774 4.9776731766760349 60.985127730295062 3.3851869516074649 6.3260828275233498 3.6363346427679062 3.3765182532370082 4.8493487592786568 3.9191903322935095 21.621148686856031 2.3040599189698696
leaf_count=20 19 19 38 16 21 80 19 11 71 33 25 61 46 20 25 36 22 59 22 37 38 1686 32 125 32 34 70 67 316 21
internal_value=0 -0.00127417 0.000690937 0.000927725 0.00136942 -0.00041681 -0.00170628 -0.00180555 -0.00055471 0.00154997 -0.000185821 -0.000347429 -5.01648e-05 -0.0015372 -0.000547288 0.000222358 -0.00063239 -0.00108168 0.00177727 -0.00133776 -0.000490173 -0.00186065 0.00194598 -0.00127103 -0.000757837 0.00127361 -0.00144921 -0.00144197 0.00212959 -0.00155672
internal_weight=0 124.326 58.6537 52.7928 37.7994 41.6628 82.6629 78.8108 39.9108 35.6774 14.9934 35.7076 28.5695 7.13811 20.7698 10.5235 12.2258 9.99745 31.4777 10.2462 7.14703 77.5593 28.5883 16.5742 10.2481 7.79978 6.61179 5.86086 25.2031 8.0077
internal_count=3121 2430 691 605 462 468 1962 1943 448 441 143 377 296 81 216 99 118 96 408 117 74 1932 386 246 121 80 89 86 354 80
is_linear=0
shrinkage=0.00212165


Tree=107
num_leaves=31
num_cat=0
split_feature=1 12 12 3 39 16 0 48 2 43 13 42 3 38 0 14 151 52 52 2 52 2 12 48 4 456 16 0 13 2
split_gain=26.1011 8.11402 5.21304 4.211 4.21326 3.68914 4.85854 3.30666 3.7403 3.214 3.02625 2.86808 2.24157 2.20041 1.82442 1.82253 1.77249 1.74722 2.21352 1.54864 1.54264 1.51346 1.36366 1.24551 1.85443 1.13731 1.04921 1.0511 0.970801 0.963645
threshold=0.104035 0.079890000000000017 -0.064509999999999984 0.16158000000000003 0.15619500000000003 0.062650000000000025 1.0000000180025095e-35 0.12737000000000001 0.090310000000000015 -0.066504999999999995 -0.15078499999999997 -0.094469999999999985 -0.116045 0.10657000000000001 -0.10324499999999999 -0.23083499999999998 -0.00099499999999999979 0.10898500000000001 -0.087284999999999988 0.10855000000000002 -0.12005499999999998 0.08622500000000001 -1.0000000180025095e-35 0.086260000000000017 -0.0083799999999999986 0.088760000000000019 0.6352000000000001 -0.053834999999999994 0.095710000000000017 0.081135000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 13 4 5 6 7 8 14 11 -3 -1 20 25 -4 -10 -17 18 19 -11 -12 -22 -20 24 -24 -2 27 -7 -23 -13
right_child=2 10 3 -5 -6 26 -8 -9 15 17 12 29 -14 -15 -16 16 -18 -19 22 -21 21 28 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0016713448356679074 0.002165316327207443 -0.00029052002744286049 0.00014703467946806616 0.0017480001352190694 0.0025551131738072819 -0.00089923067713218463 0.0023987205147044336 -0.0018417959307073322 -0.00051784218184513771 -0.0022451982163511088 -0.0021655561601906484 0.0022419558381531197 -0.0018295501917262042 -0.00048136062198268699 -0.0021940893703085375 0.00040703565566433135 0.0024208993756703419 -0.0022302888722480589 -0.001370832010408096 0.00038595848258416056 -0.0015096785967189125 0.00094942946137544252 -0.00037044018193073533 -0.00068477562518930873 0.0016478908699901632 -3.3979998956296489e-05 0.00015335409039017386 -0.0024301975488511289 -0.00086600303702978653 0.00067859911947472959
leaf_weight=1.8858264870941628 10.301944632083176 7.0577575061470261 2.4476899802684784 5.8595399297773829 2.2579446882009497 3.4183773994445796 3.2917417883872977 4.1520559266209593 2.558307234197863 4.2117956541478661 2.6697948072105637 2.1470703706145269 59.030783478170633 1.7232955656945694 3.0144203621894219 3.3766634389758154 3.7357088364660598 2.9307119399309149 3.0679801516234937 1.1571942511945961 3.1160665340721589 3.2016905099153519 3.6636662185192117 4.6354325711727142 3.7262520566582618 1.0515898764133442 1.4653880689293144 3.8916978575289236 1.9075077846646307 6.2797037325799465
leaf_count=22 199 60 15 83 23 44 43 36 24 72 59 33 1826 17 36 35 40 43 50 16 44 29 34 31 26 11 29 56 24 61
internal_value=0 -0.00118682 0.000537332 0.00017211 -0.000102629 -0.000294037 0.000136784 -0.000249307 0.000187631 -0.000362535 -0.00154771 0.000574363 -0.0016746 0.00163967 -0.00114498 0.000940306 0.0014648 -0.000775558 -0.000567204 -0.0016781 -0.000835055 -0.000403195 -0.000172038 0.000133805 0.000647272 0.00196161 -0.00140241 -0.00171428 0.000271642 0.00107693
internal_weight=0 110.689 52.5464 39.4695 33.61 31.3521 22.5766 19.2848 15.1328 33.7056 76.9836 10.3126 69.9258 13.0768 5.46211 9.67068 7.11237 23.393 20.4623 5.36899 10.8951 8.22526 15.0933 12.0254 7.38992 11.3535 8.77546 7.31008 5.1092 8.42677
internal_count=3121 2430 691 464 381 358 229 186 150 388 2042 116 1982 227 51 99 75 272 229 88 156 97 141 91 60 210 129 100 53 94
is_linear=0
shrinkage=0.00201447


Tree=108
num_leaves=31
num_cat=0
split_feature=1 12 52 39 3 47 50 3 4 51 3 474 3 1 11 15 1 4 16 43 132 3 1 484 15 0 43 49 43 0
split_gain=26.9481 7.45568 6.66331 5.30694 4.89822 3.90674 3.92323 3.796 3.14238 2.77017 2.58247 2.57954 1.91218 1.90858 1.75287 1.92156 2.32208 1.36911 1.35078 1.32383 2.75456 1.29612 1.26226 1.19864 1.16295 1.08224 0.993696 0.973119 0.941585 0.930962
threshold=0.099195000000000019 0.079890000000000017 -0.26636999999999994 0.0046100000000000004 0.31299000000000005 0.10019500000000002 0.11610000000000001 0.097915000000000016 -0.033174999999999989 -0.096089999999999981 -0.12018999999999998 0.084660000000000027 -0.15121499999999996 0.094090000000000021 0.081790000000000015 0.024640000000000006 0.077845000000000011 -0.16363499999999997 -0.069144999999999984 -0.079109999999999986 0.081465000000000024 -0.061964999999999992 0.11453000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.22491999999999998 -0.51144999999999985 -0.49452999999999997 -0.078654999999999989 -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 9 24 4 5 6 8 10 -4 -1 14 12 -11 17 15 16 -3 -14 22 20 -10 -21 -7 -5 29 -19 -12 -28 -27 -2
right_child=2 7 3 23 -6 18 -8 -9 19 11 26 -13 13 -15 -16 -17 -18 25 -20 21 -22 -23 -24 -25 -26 28 27 -29 -30 -31
leaf_value=-0.0024899199147066491 0.00062157444417310992 -0.00087153148715744724 -0.0010367073477225721 -2.8052382491708355e-05 0.0024970369736199852 -0.0015107694769227933 -0.002589029848804296 0.00043599073864774446 -0.0015449695582909146 0.0011540365488381709 0.00014163290856557216 0.0017423212859085985 0.00039611306161849483 0.00057952424080423483 -0.0025256729876827829 -0.0017196778315906017 0.0023613904901364298 -0.00059430038267617479 -0.0025720396999460568 0.002624945705746607 0.0020262136924926819 0.0010803916879006212 0.00066135716016630514 0.0022388616784237468 -0.0026271735465757157 -0.00069202958103990904 0.00065954269902849009 -0.0021809505691749533 -0.0025638563676928568 -0.001768564453194487
leaf_weight=3.014774531126025 1.6421718280762436 2.6430758386850339 3.7920369282364872 1.3922809958457936 5.2907502129673949 3.5415755994617939 1.937524365261196 4.002879172563552 2.3234161436557867 3.5718198567628923 1.0525665171444405 3.4779188968241206 2.6426731087267497 4.7532557249069205 2.5751213412731877 3.1996822226792574 2.2281024307012558 4.736782331019648 2.8310100212693197 5.0377793237566992 2.3784523829817772 7.1556113995611605 2.4718992467969656 14.362117841839789 3.0698660574853411 2.0446220897138225 0.6643441915512075 54.191867647692561 5.1349828280508243 1.9277315177023409
leaf_count=63 21 25 38 13 99 33 29 20 18 24 14 29 23 43 44 58 15 38 48 60 26 68 18 236 81 23 7 1795 84 28
internal_value=0 -0.00135914 0.000627394 0.000905782 0.000420318 7.11709e-05 0.000585059 -0.00177027 0.000882337 -0.000371682 -0.00190296 -0.000129439 -0.000413908 -0.0007039 -0.00084994 -0.000315273 0.000607224 -0.00112291 -0.00124339 0.00131306 0.000261523 0.00171853 -0.000617895 0.00203853 -0.0015744 -0.00145979 -0.00210347 -0.00214655 -0.00203079 -0.00066909
internal_weight=0 99.9345 59.1542 52.5145 36.7601 31.4693 22.6248 70.5576 20.6873 29.3768 66.5548 26.3621 22.8841 19.3123 10.646 8.07086 4.87118 14.5591 8.84448 16.8953 4.70187 12.1934 6.01347 15.7544 6.63977 11.9164 55.9088 54.8562 7.1796 3.5699
internal_count=3121 2305 816 686 437 338 239 1978 210 327 1958 264 235 211 142 98 40 168 99 172 44 128 51 249 130 145 1816 1802 107 49
is_linear=0
shrinkage=0.00233271


Tree=109
num_leaves=31
num_cat=0
split_feature=1 12 12 2 13 43 13 52 133 483 160 124 3 14 151 3 16 47 15 3 1 49 3 0 376 0 1 12 1212 48
split_gain=11.0274 3.97047 3.70179 2.57381 2.2451 2.32908 2.93134 2.08728 2.24431 2.07975 2.13493 2.04454 1.84555 1.80476 1.78995 1.7192 1.60834 1.63084 2.36567 1.54028 1.90772 1.53653 1.52692 1.74888 2.4179 1.48179 1.41133 1.36827 1.34009 1.13251
threshold=0.099195000000000019 0.083370000000000014 -0.064509999999999984 0.14838000000000004 -0.47860499999999995 -0.17390999999999998 -0.0025349999999999995 -0.43320999999999993 -0.25159999999999993 0.10321500000000002 -0.26568499999999995 -0.088544999999999985 -0.10831999999999999 0.062655000000000016 -0.27559499999999998 -0.14847999999999997 -0.54165499999999989 0.096475000000000019 0.024640000000000006 0.12178000000000001 0.11323000000000001 -0.49452999999999997 -0.12018999999999998 -0.13027499999999997 0.049360000000000008 -0.059114999999999994 0.11588000000000001 0.091545000000000015 -0.50120999999999993 0.086260000000000017
decision_type=2 2 2 2 2 2 2 2 2 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 11 7 -3 6 -6 -4 -9 10 -10 -2 15 22 -12 -7 -16 18 19 27 -21 -14 -1 29 -25 -8 -19 -18 -23 -24
right_child=2 4 3 -5 5 12 25 8 9 -11 14 -13 21 -15 16 -17 17 26 -20 20 -22 28 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0012624233676281737 -0.00055568556039547459 0.00074727263196906779 -0.0032454935184381391 0.0027284663234611829 0.0046097460768891709 -0.003374644938388527 -0.0032718966380815622 -0.0037182565343239107 -0.0034456505493432954 -0.0035529983436060979 -0.0032379837231165686 0.0030453055481193987 0.0027940802561201451 -0.0034658853176055562 0.0035581533308039078 0.0002912951953373927 0.0036856966022708244 -0.0029327667680856652 -0.0011337853770826793 -0.0023841008746921543 0.002309058591249863 0.001573916501485295 0.0011902665141472748 -0.0025086782327325306 0.0014635010635661687 0.0011657282139132552 0.00028399318125338325 0.00095109649537718417 -0.0030342885705478473 -0.0010317582242694492
leaf_weight=4.9840116091072622 2.0190170146524906 2.6052629053592673 2.1879473673179737 3.2000454030930987 1.0254252422600982 1.9116907119750974 1.9550005914643405 1.5678664948791325 1.3766769282519913 1.4171849898993958 1.1539002284407711 7.3894266597926599 0.47781853005290287 1.957877717912196 1.9585970453918111 3.9345831666141704 4.7304152864962621 2.1039359588176003 3.5590316466987124 1.6555700078606608 1.8383789975196121 0.64836808107793942 5.4546203054487759 7.4169042659923381 1.945481428876519 1.2347395922988647 3.9416769705712795 3.0118545200675726 30.053105778992176 3.9975624494254589
leaf_count=47 28 15 106 61 10 47 89 22 25 22 14 230 5 48 39 36 67 23 36 15 38 25 62 189 24 18 45 45 1653 37
internal_value=0 -0.00152736 0.000513707 2.27157e-05 -0.0021079 -0.00228826 -5.46216e-05 -0.000261142 -3.0537e-05 0.000185629 0.000394801 0.00227255 -0.00254255 -0.000539101 0.000615524 -0.000907442 0.000810554 0.000552338 0.00111942 0.00183312 8.52557e-05 -0.00284914 -0.000298318 -0.000711761 -0.00168327 -0.0015541 -0.000835473 0.0026219 -0.00293697 0.000250517
internal_weight=0 69.6025 43.1115 33.7031 43.846 41.2407 4.21517 30.503 28.3151 26.7472 25.33 9.40844 37.0256 25.7565 23.9534 5.84627 22.7995 20.8409 14.7953 11.2362 3.49395 31.1793 23.7986 18.8146 9.36239 3.18974 6.04561 7.74227 30.7015 9.45218
internal_count=3121 2305 816 558 1898 1883 117 497 391 369 347 258 1766 407 322 83 308 269 201 165 53 1683 359 312 213 107 68 112 1678 99
is_linear=0
shrinkage=0.00317133


Tree=110
num_leaves=31
num_cat=0
split_feature=1 12 3 4 0 47 0 457 52 42 4 47 48 130 1429 150 16 52 16 43 3 49 151 15 3 11 0 457 457 4
split_gain=35.952 10.839 7.57429 7.34094 6.50501 5.36261 4.95584 4.22597 4.08591 3.74462 4.87402 3.48309 4.24952 3.24393 2.77086 2.71599 2.62909 2.28998 2.07626 1.96047 1.81466 1.75766 1.60213 1.15539 1.9148 1.0443 0.991053 0.79693 1.97762 0.953197
threshold=0.094465000000000007 -1.0000000180025095e-35 0.16158000000000003 0.23246000000000003 -0.060129999999999996 0.12119500000000001 -0.10096999999999999 0.080930000000000016 0.13796000000000003 0.092620000000000022 -0.49405499999999997 0.090100000000000013 0.11280000000000003 -0.011824999999999999 0.084690000000000015 0.083095000000000016 0.38525000000000004 0.10347000000000002 -0.091354999999999978 0.084740000000000024 0.11924500000000002 0.40762500000000007 0.10932500000000002 -1.0000000180025095e-35 -0.081054999999999974 0.087830000000000005 0.024095000000000002 0.09061000000000001 0.097135000000000013 -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=4 11 3 7 6 8 14 13 20 10 17 22 -13 -3 15 23 19 -6 -17 26 25 -15 -2 -1 -25 -5 -12 29 -29 -8
right_child=1 2 -4 5 9 -7 27 -9 -10 -11 16 12 -14 21 -16 18 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0021220525645478162 0.0022563946941124707 0.0013396465585859987 0.0021445278669039681 0.0020146591011105811 -0.002527598677483766 -0.0023392075602073387 0.00019343676697294718 0.00095156776621532378 -0.0017246757389597423 -0.0021353253223950187 0.00100688524402475 -0.0010970330165268288 0.002410151205495131 -0.0018994972941837351 0.0014782078625403701 0.00094721851106960363 -0.0013391993668709916 0.00055192882051895674 -0.0014535067113678715 -5.4016613900738634e-05 -0.0004516622667371214 0.0006196488561042104 -0.00015402744622531437 -0.0023118749511201173 -5.4869061778853896e-05 0.00065340315201450905 0.0026647716187784298 0.001247070411827455 -0.0023236981741781779 -0.0021369649985603883
leaf_weight=9.2312432266771847 17.152364939451225 1.7251684367656768 6.0872719995677462 10.007780544459825 4.1105084344744727 2.6040866002440444 0.82797449827194114 3.796384170651435 2.2835396081209174 4.8989813998341551 3.1966702900826913 4.1320090554654589 2.6316112950444221 19.8763075247407 2.0482422374188891 4.1993693895637989 2.3693087026476869 1.5464326366782186 2.7903030142188063 3.844065222889185 2.2061432227492324 1.3782426267862309 1.3869567476212967 2.9453883729875088 4.3070629611611393 3.5538697838783255 3.531644556671381 1.1572191864252084 1.9181469418108461 60.379910528659821
leaf_count=132 250 18 69 100 58 20 6 27 16 77 23 26 30 308 16 34 35 11 23 21 18 10 15 53 43 30 23 14 39 1576
internal_value=0 0.000429242 -0.000120797 -0.000411525 -0.0014679 0.000554725 -0.0017323 -0.0011569 0.000972204 -0.000457409 -1.54371e-05 0.00159264 0.000267554 -0.00150523 -0.000928043 -0.00113801 0.000714674 -0.00168575 -1.11599e-05 0.00117495 0.00136277 -0.00173614 0.00207607 -0.00161583 -0.000971491 0.00165794 0.0018771 -0.0020516 -0.000980066 -0.00210544
internal_weight=0 78.8217 53.5188 47.4315 113.302 20.6554 89.8049 26.7761 18.0513 23.4976 18.5986 25.3029 6.76362 22.9797 25.5216 23.4734 12.9417 5.65694 6.98967 10.5724 15.7678 21.2546 18.5393 16.4837 7.25245 13.5617 6.72831 64.2833 3.07537 61.2079
internal_count=3121 937 616 547 2184 184 1936 363 164 248 171 321 56 336 301 285 102 69 57 67 148 318 265 228 96 130 46 1635 53 1582
is_linear=0
shrinkage=0.0021572


Tree=111
num_leaves=31
num_cat=0
split_feature=1 12 150 4 0 0 151 2 47 48 42 4 1429 150 2 0 15 159 1 47 16 47 52 448 15 151 474 1 15 43
split_gain=32.3704 8.73557 6.50653 6.28425 5.70435 4.81824 4.60913 4.53593 3.38387 3.85043 3.25159 3.92838 3.13487 2.5381 2.31168 2.65411 2.13488 2.06374 1.75629 1.58322 1.95223 1.43429 1.38818 1.34953 2.39072 1.28613 1.13981 1.08679 1.19557 0.865713
threshold=0.094465000000000007 -1.0000000180025095e-35 0.081835000000000019 0.23246000000000003 -0.060129999999999996 -0.10096999999999999 -0.0096649999999999982 0.11448000000000001 0.090100000000000013 0.11280000000000003 0.092620000000000022 -0.49405499999999997 0.084990000000000024 0.083095000000000016 0.10731 0.034820000000000011 -0.09095499999999998 0.088800000000000004 0.12500000000000003 0.10843500000000002 -0.25582999999999995 0.10621500000000002 0.10160000000000001 -0.013069999999999998 -0.074054999999999996 0.11265500000000002 0.084660000000000027 0.13146500000000003 -0.09551999999999998 -0.17390999999999998
decision_type=2 2 2 2 2 2 2 2 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 5 12 -5 27 25 -10 11 22 13 26 17 -16 -15 -13 19 20 -8 -9 -6 -4 -25 -2 -1 28 -3 -7
right_child=1 2 23 6 10 29 18 21 9 -11 -12 14 -14 16 15 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0021724019052624258 0.0027906321542453352 -0.00072199048701396403 0.0031274708500085889 -0.0024578497898937353 -0.002992801790249779 -0.0012891390897951005 0.0027400981276327809 0.0016150112519113852 -0.0014238784654461464 0.0029705161700000989 -0.0025945175790772872 0.0025374426040100139 0.0023801980798359239 0.0011340982222007012 -0.0030310249668528016 0.0017355482620998387 -0.0020946297634408789 -0.00022025057387992247 0.0027151363450238675 -0.0011857907545125565 -8.6375201712070914e-05 -0.0012114220180962742 -1.5708955619576888e-05 0.0022741659865147586 -0.00065240614228796007 -6.7439031354282658e-05 0.00026893509547583962 -7.9357425042177188e-05 -0.0028490173889754583 -0.0026108761215919186
leaf_weight=14.363078709691768 15.768369805067783 2.2783995531499377 3.4264534749090663 2.8639759421348598 3.3593192696571395 3.8598903268575659 3.4803505539894104 3.4474176205694667 3.7945603244006625 2.3351671434938908 4.3830888383090487 5.6539024785161001 1.7582116127014149 4.4019290059804916 2.0091312006115927 1.4640309587121008 2.2403111010789862 3.0173373781144619 4.3345385864377013 2.5134801045060158 3.6083932518959028 2.0911795422434807 1.715298745781183 5.1555233895778647 3.3312610611319533 1.2305580303072918 1.5345795340836037 1.4698813892900933 12.038943752646448 51.883946876972914
leaf_count=216 251 28 38 21 57 85 32 35 26 30 77 35 13 29 37 10 28 20 50 16 29 20 12 57 32 14 15 12 246 1550
internal_value=0 0.000596832 -3.56746e-05 -0.000578402 -0.00175183 -0.0020832 0.000653186 -0.00154866 0.00196528 0.0002502 -0.000524008 3.03908e-06 -0.0010826 -0.00135272 0.000834381 -0.00102179 4.51049e-05 0.00157785 0.0012925 0.000650304 0.00130133 0.000547849 -0.0019865 0.00170124 0.00112542 0.00258374 -0.00193674 -0.00228418 -0.00251053 -0.00251935
internal_weight=0 73.1685 50.0398 38.1266 101.644 80.0419 16.8007 21.3258 23.1287 6.12973 21.6021 17.219 24.2981 22.5399 12.1444 3.47316 6.64224 8.67124 13.9368 9.60222 7.08874 5.5386 5.07462 11.9132 8.48678 16.9989 15.8977 15.7872 14.3173 55.7438
internal_count=3121 937 616 489 2184 1936 148 341 321 56 248 171 301 288 102 47 57 55 127 77 61 55 69 127 89 265 231 286 274 1635
is_linear=0
shrinkage=0.00269255


Tree=112
num_leaves=31
num_cat=0
split_feature=1 12 0 1 3 4 47 50 151 47 47 40 42 4 52 1429 16 457 3 2 0 0 132 151 3 159 2 0 52 1
split_gain=11.1125 3.65601 3.13792 3.49494 3.10006 2.96659 3.82695 3.09902 2.65239 2.6198 2.33223 2.23634 1.99607 2.41798 1.91217 1.88422 2.0891 1.86252 2.41677 2.96687 1.7849 1.71617 1.6185 1.57465 1.52065 1.49385 1.72639 2.51396 1.47681 1.44071
threshold=0.094385000000000011 -1.0000000180025095e-35 -0.060129999999999996 0.077565000000000009 0.16158000000000003 -0.013125 0.13148500000000005 0.11534500000000002 -0.40381499999999992 0.090100000000000013 0.10980000000000002 -1.0000000180025095e-35 0.092620000000000022 -0.49405499999999997 0.10347000000000002 0.084690000000000015 -0.087989999999999985 -0.072694999999999996 0.12178000000000001 0.090310000000000015 -0.055064999999999996 -0.10151999999999999 0.084605000000000014 -0.0038099999999999996 0.11296500000000002 0.092630000000000018 0.10327000000000001 0.10455500000000001 0.26521500000000003 0.080000000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 3 24 5 11 7 8 -7 28 -11 -3 13 14 -4 16 23 -10 19 20 21 -19 29 -5 -1 26 -15 -28 -2 -18
right_child=1 4 12 15 -6 6 -8 -9 17 10 -12 -13 -14 25 -16 -17 22 18 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0032752704641597092 0.0034644520986874807 0.0037619797839150092 -0.0041840246257630288 0.0018789080398445336 0.003079125401587406 -0.004050967352340033 -0.0041866168684701246 -0.0039583604614217612 -0.0022565148586439474 -0.0033219797332269697 0.0018782905728667388 -0.0029064937027714522 -0.0031210918848108473 0.0031933280648990519 0.0012405404090100277 0.003221046545509621 0.0018234892134267485 0.0014798598057935476 -0.0017925370783507916 0.0040192167839105987 0.0033091408192354528 -0.0029567211045817632 0.0029302527030238409 -0.0015003092839795554 0.00034804865467656746 -0.0014722195785417558 -0.0039196503593132825 0.0030974630740505165 -0.0020134158493267254 -0.0032181214158945762
leaf_weight=27.311486671678725 8.915291409939524 0.71324027515947808 2.457412154413761 3.4265992380678654 3.4331442136317483 1.2223684042692244 2.3691605981439343 1.7322447299957264 1.6063318420201671 1.880657672882079 2.771806251257658 7.7827024422585946 2.9899725820869199 4.7009142078459263 1.2860693801194427 1.2372781150043 0.80321396701037784 2.3837325926870108 2.0914657190442076 6.9603569414466619 2.2299532573670096 2.1584337083622813 0.68620637618005353 3.7544664759188935 1.5925693064928044 2.2548725921660662 1.3388388454914095 1.3145923241972921 0.68879795819521028 8.8512316970154625
leaf_count=1448 260 9 58 27 69 14 27 31 15 17 39 231 77 36 11 15 8 19 14 113 30 49 16 100 9 19 38 9 6 307
internal_value=0 0.000459574 -0.00182201 -0.00228933 -0.000172047 -0.000529222 0.000149379 0.000653315 0.00108159 0.00199617 -0.000223806 -0.00234667 -0.000459069 0.000137018 -0.00232042 -0.00107779 -0.00138134 0.00144154 0.00181694 0.00236666 0.000668171 -0.0006284 -0.00241851 0.000112157 -0.00307563 0.00109437 0.00188129 -0.000443154 0.00307158 -0.00279868
internal_weight=0 48.9397 64.0057 47.6631 34.6831 31.25 22.754 20.3849 18.6526 14.2566 4.65246 8.49594 16.3427 13.3527 3.74348 18.759 17.5217 17.4303 15.8239 13.7325 6.77212 4.54217 10.3407 7.18107 28.9041 9.60922 7.35435 2.65343 9.60409 9.65445
internal_count=3121 943 2178 1930 621 552 312 285 254 322 56 240 248 171 69 473 458 240 225 211 98 68 331 127 1457 102 83 47 266 315
is_linear=0
shrinkage=0.00360442


Tree=113
num_leaves=31
num_cat=0
split_feature=1 12 12 3 47 4 50 3 4 51 52 43 474 47 48 3 0 12 1 147 4 0 42 13 2 2 16 2 2 2
split_gain=29.316 7.54561 7.3726 5.52075 4.38204 5.01378 4.66831 4.16041 3.65357 2.86107 2.56725 2.45418 2.58768 2.35084 3.08528 2.06319 1.9297 1.88637 1.84885 1.63448 1.58092 1.65624 1.41117 2.13425 1.96422 1.42396 1.26977 1.16605 1.4921 1.33144
threshold=0.10089500000000001 -1.0000000180025095e-35 0.079890000000000017 0.16158000000000003 0.086785000000000015 -0.111605 0.11720500000000002 0.097915000000000016 0.40124500000000002 -0.096089999999999981 0.19022000000000003 -0.079109999999999986 0.084660000000000027 0.090100000000000013 0.11280000000000003 -0.097604999999999983 -0.043914999999999989 -0.085119999999999987 1.0000000180025095e-35 0.093615000000000018 0.27834500000000006 -0.15202999999999997 -1.0000000180025095e-35 -0.13710499999999998 0.08622500000000001 0.090050000000000005 -0.069144999999999984 0.089885000000000007 0.093175000000000022 0.08622500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 13 9 4 5 -3 16 8 15 -1 11 18 17 -2 -15 22 19 -13 -11 20 -7 -22 -4 -24 -25 -26 -6 29 -29 -19
right_child=1 3 7 -5 26 6 -8 -9 -10 10 -12 12 -14 14 -16 -17 -18 27 -20 -21 21 -23 23 24 25 -27 -28 28 -30 -31
leaf_value=-0.0024888727286132787 0.0023221217108483419 -0.0022155070219289099 -0.0024343136406973381 0.0022584855425446379 -0.00070935604015883607 -0.00060996194443754511 -0.0026777800309988587 0.00046104475892461789 0.0024075681687923921 -1.6173203861853843e-05 -0.002652531307107854 -0.0025525669408882276 0.001965902586155718 -0.00094011596929263806 0.0025624337015700302 -0.0021899499599717619 0.0022375572756117216 -0.00044085929559580466 0.0023028309601089594 0.0023028019192900201 -0.00012413827470057631 0.0026203012190453997 -0.0027036224504779502 -0.0020028598253531041 0.0017506125113719161 -0.00045602546208707681 -0.0022105999814278792 0.0017419885624426514 -0.00050871251153249294 -0.0027187322116983092
leaf_weight=3.360798534005883 13.646869558840992 3.6615433283150187 4.2556536048650768 5.3050407953560343 6.4790421240031719 5.7900145314633864 1.9583738446235646 4.2084099501371375 1.042688488960265 3.8225586451590159 2.1649572327733031 2.7047672867775132 2.0963957682251921 3.2380525469779959 2.3446082063019276 56.760826172307134 5.6036799140274569 4.4642296172678311 3.6191017590463161 2.4843129366636285 2.4667891673743747 2.2956083565950371 2.7674497999250898 2.9508201107382739 2.3187479190528393 4.9723597541451454 5.750566788017748 2.3307044059038162 5.0305371657013893 2.013327069580555
leaf_count=69 238 74 114 69 52 43 23 20 9 31 28 36 16 21 30 1710 68 46 40 25 23 27 40 33 17 51 87 14 47 20
internal_value=0 0.000596598 -0.00141022 4.19583e-05 -0.000280289 0.000291853 0.000737549 -0.00178883 -0.00191496 -0.000460604 -0.000219279 -1.7302e-05 -0.000468006 0.0018021 0.000530886 -0.00197584 0.00109637 -0.000776431 0.00111163 0.000605839 0.000206329 0.00119876 -0.00127194 -0.000891704 -0.000402109 0.000245739 -0.00141527 -0.000429288 0.000203901 -0.00114886
internal_weight=0 61.0245 110.884 41.795 36.4899 24.2603 20.5988 79.277 75.0685 31.6074 28.2466 26.0816 18.64 19.2295 5.58266 74.0259 18.6404 16.5436 7.44166 13.0367 10.5524 4.7624 17.265 13.0094 10.2419 7.29111 12.2296 13.8388 7.36124 6.47756
internal_count=3121 780 2341 491 422 283 209 1994 1974 347 278 250 179 289 51 1965 186 163 71 118 93 50 255 141 101 68 139 127 61 66
is_linear=0
shrinkage=0.00232538


Tree=114
num_leaves=31
num_cat=0
split_feature=1 12 47 39 3 3 123 3 4 3 52 3 16 1 43 49 0 47 4 51 0 1 52 160 12 49 3 2 49 151
split_gain=20.538 6.76274 4.49639 3.12992 2.92986 2.8029 2.76622 2.62273 2.51423 2.08589 2.04404 2.06495 2.03578 2.76811 2.15974 1.73248 1.41918 1.94193 1.56014 2.57092 1.37351 1.3565 1.27511 1.69933 1.17894 1.12525 1.01532 1.01613 1.01445 0.898032
threshold=0.104035 0.083370000000000014 0.085770000000000027 0.085220000000000004 0.10732000000000001 0.31299000000000005 1.0000000180025095e-35 -0.097604999999999983 -0.036839999999999991 -0.15956499999999998 0.13796000000000003 0.12178000000000001 -0.061854999999999993 0.13288500000000003 -0.023869999999999995 -0.016249999999999997 -0.13027499999999997 0.077555000000000013 0.0061450000000000003 0.087505000000000013 -0.033209999999999996 0.09253500000000002 0.091275000000000009 -0.081969999999999987 0.11472500000000001 -0.009244999999999998 -0.10217499999999997 -1.0000000180025095e-35 -0.33072999999999991 -0.00099499999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 5 7 8 9 15 -2 -1 11 24 13 14 -4 -3 17 18 19 25 -14 -8 23 -17 29 -11 -18 -28 -9 -10
right_child=2 4 12 -5 -6 -7 21 28 10 16 -12 -13 20 -15 -16 22 26 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00073175330444497327 -0.0014620964589025787 0.00048232530146659672 0.0012467684582365872 0.0024770028869403704 0.00031702034711210468 0.0025991736965407758 -0.00037790956665234159 0.00078631908598789189 0.00094804621221432047 -0.00099740943208245368 -0.00099130707746088978 -0.00077525793499952248 -0.0020729178214709044 0.0029182541143752652 -0.0014687569106936933 0.00043393286724931332 0.00036018228731434442 -0.0027394422559944087 0.0011459960548958264 -0.0028669265890778122 0.00074060005152109208 0.0017654061756463538 3.1046423667728552e-05 -0.0024419180836944892 -0.0002715010724225268 0.0014300440652444981 -0.00050578983764957045 -0.0024955750647765867 -0.0022788148156794538 0.0026297273368769557
leaf_weight=4.4164464473724392 3.7756822034716668 3.4559135902672997 2.9392457455396643 8.2353253196924907 3.6925059109926215 3.9714869093149892 3.0272099673748007 0.66040485352277656 2.8871109746396559 2.2312314435839644 3.180279776453971 2.5240874327719203 5.0938214492052794 1.9315430596470831 4.4164378084242335 1.493843661621211 1.174279592931273 2.0724741779267779 3.70107451826334 2.427906071767211 1.3155019097030152 4.3160059079527855 2.5259416047483674 7.2299098037183285 1.5383056811988343 2.3758653290569809 1.9736425802111632 7.1439453270286259 43.883063552901149 5.6729280166327953
leaf_count=38 65 35 29 173 19 89 34 7 39 19 28 25 82 22 41 21 13 30 36 28 10 61 36 164 14 23 23 163 1680 74
internal_value=0 -0.00132404 0.000643598 0.00117443 -0.00180442 0.000718918 -0.000456706 -0.00193663 0.000337507 -0.000813911 0.00076748 0.00121061 -0.000431317 0.000303063 -0.000383665 -0.00103779 -0.00110942 -0.000564037 -0.0001441 -0.000822812 -0.00149545 0.000881833 -0.00150477 -0.00194946 0.00170698 0.000254421 -0.00178816 -0.00206486 -0.00223337 0.00206253
internal_weight=0 97.8017 47.4818 31.7852 62.9416 23.5499 34.8601 59.2491 19.5784 27.5169 15.8027 12.6224 15.6965 9.28723 7.35568 14.7056 23.1004 12.8086 10.7361 7.035 6.40932 7.34322 11.2497 8.72375 10.0983 4.6071 10.2919 9.11759 44.5435 8.56004
internal_count=3121 2430 691 507 1962 334 468 1943 245 373 180 152 184 92 70 256 335 136 106 70 92 95 221 185 127 42 199 186 1687 113
is_linear=0
shrinkage=0.00245468


Tree=115
num_leaves=31
num_cat=0
split_feature=1 52 0 1 128 1456 1365 12 133 1456 43 48 151 42 4 14 2 51 403 1213 52 15 160 3 4 1 15 47 159 12
split_gain=11.0026 3.64783 3.11828 3.42736 2.99654 3.05044 2.9792 2.77697 2.30548 2.4802 2.07915 2.20479 1.91132 1.90563 2.28038 1.84234 2.6 2.41356 2.3949 4.06908 1.78518 1.57957 1.57682 1.53996 1.4087 1.34052 2.17997 1.44034 1.32467 1.76
threshold=0.094385000000000011 -0.43320999999999993 -0.060129999999999996 1.0000000180025095e-35 0.086435000000000012 -1.0000000180025095e-35 0.088010000000000019 -0.064509999999999984 -0.25159999999999993 1.0000000180025095e-35 -0.40263499999999991 -0.086869999999999989 -0.40381499999999992 0.092620000000000022 -0.49405499999999997 0.062655000000000016 0.073895000000000002 0.087505000000000013 0.03138500000000001 -1.0000000180025095e-35 0.10347000000000002 -0.008624999999999999 -0.26568499999999995 0.11296500000000002 0.27044500000000005 0.11230000000000001 1.0000000180025095e-35 0.093140000000000014 0.092630000000000018 0.092355000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 23 5 -3 7 -7 -9 10 -10 -12 -13 14 20 16 18 21 24 -20 -4 -18 -14 -1 -5 26 27 -24 29 -16
right_child=1 4 13 15 -6 6 -8 8 9 -11 11 12 22 -15 28 -17 17 -19 19 -21 -22 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0025400100538003826 -0.0028500023501611665 -0.0024260848782030175 -0.0031906404850250889 -0.0028560417106674794 -0.0019825466673496013 0.0023361536128380816 -0.0030703369815363898 -0.0032801370619125552 -0.0029462088819564069 -0.0025749748069053596 -0.001946885434298174 -0.0027662677443917537 -0.0018471042948643068 -0.0023619145688146938 0.0024303627952553752 -0.0029676270421483898 0.00027906277698503675 -0.0017623677937493097 -0.0028482160730474789 0.0065632059842429579 0.0008413587634388737 0.0030558834335200954 0.0022086079198252433 0.00025001659783169738 0.0025418325291803085 0.0023214516514101168 -0.0017055184570931041 -0.00042263839596800673 -0.0010261678383435839 -0.00041219744426103795
leaf_weight=26.330169442109767 2.5849652616307131 2.2244447953999034 2.3656613966450108 5.6553945923224154 3.3654677998274556 9.7676055580377561 1.3965905904769886 1.1190572306513811 0.99714803323150292 1.5984436906874169 1.6664233580231727 0.8361408486962415 1.031899686902771 2.9468739684671155 4.633759830147028 2.7555835461243978 4.0754707865417004 2.6875823419541121 0.76591501757502556 0.65776494890451409 1.3166096247732637 2.5749447010457498 6.4090693909674723 1.617476813495158 0.39866656064987172 11.421959972009061 1.9439749214798201 2.1367646418511868 2.2741146106272936 2.6301805078983307
leaf_count=1428 119 48 58 282 57 268 16 10 10 29 21 9 24 77 43 77 39 27 34 9 11 20 80 9 5 189 41 22 19 40
internal_value=0 0.000357916 -0.00139657 -0.00175479 0.000538518 0.000737922 0.000912458 0.00105534 0.000626329 0.000782224 0.000985159 0.00113922 0.00135548 -0.000343693 0.000106178 -0.000864078 -0.000519371 0.000457222 -0.00173891 0.00150002 -0.00174898 0.00135421 0.00150569 -0.00237854 -0.00250059 0.00166358 0.000947258 0.0015507 0.000822384 0.00140111
internal_weight=0 48.5 63.6862 47.519 45.915 42.5495 40.3251 38.9285 29.1609 28.0418 26.4434 25.4462 23.7798 16.1672 13.2203 19.5713 16.8157 9.338 7.47774 1.42368 3.68227 6.65042 22.9437 27.9476 6.05406 21.9118 10.4898 8.54583 9.53805 7.26394
internal_count=3121 943 2178 1930 824 767 719 703 435 425 396 386 365 248 171 493 416 86 330 43 69 59 356 1437 287 332 143 102 102 83
is_linear=0
shrinkage=0.00277541


Tree=116
num_leaves=31
num_cat=0
split_feature=1 12 52 47 13 39 50 1 4 43 0 484 52 13 133 3 43 16 39 403 42 2 123 16 43 49 15 132 133 123
split_gain=16.1669 5.49863 4.64842 3.93243 3.04105 2.84472 3.0395 2.47854 2.40107 2.10798 2.14893 2.10163 2.02622 1.94319 1.82253 3.26869 1.78466 1.77531 1.71188 1.56777 2.00359 1.72504 1.54805 1.85864 1.50287 1.70823 1.42154 1.3507 1.16844 1.825
threshold=0.099195000000000019 0.083370000000000014 -0.26636999999999994 0.087885000000000019 -0.47860499999999995 0.085220000000000004 0.11610000000000001 0.13820500000000002 -0.033174999999999989 -0.084004999999999982 -0.077999999999999986 -0.0068949999999999992 0.19022000000000003 0.11596500000000001 0.099660000000000012 -0.15713499999999997 -0.080554999999999974 -0.51370499999999997 0.095450000000000021 -0.088999999999999982 -0.095859999999999987 0.089005000000000015 0.08128500000000001 -0.53943499999999989 -0.084794999999999995 -0.14917999999999998 0.024640000000000006 0.081465000000000024 -0.0061299999999999992 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 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 5 -3 6 8 22 26 10 24 -1 14 17 15 -13 27 -11 28 -12 -21 -22 23 -5 25 -6 -4 -10 -17 -30
right_child=2 4 3 7 9 -7 -8 -9 16 13 19 12 -14 -15 -16 18 -18 -19 -20 20 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0021007587837392188 -0.0015143338030106544 0.0007628726146830828 0.00090718050819817034 0.00103102464355161 0.0012771616972335855 0.0025006547782073069 -0.0023516654580010856 0.0019753912119243829 -0.00097833238968654361 0.0010831080401121789 -0.0026130026819026907 0.0026122795909933917 -0.0026332608159043199 0.0014585945305591863 -0.0024229893793517574 -0.0013603846860610047 0.0018852456005550877 -0.0023297393532902507 -0.0025429384474258206 -0.0024472258983837276 0.0030690969714011977 -5.4963178430275508e-05 0.0013501728379412292 -0.0016970756099579461 0.002086349031318734 -0.0023607424897251804 -0.0020934946697823927 0.0017855146829932049 -0.00012307441639675254 0.0018211655187498463
leaf_weight=3.4392202030867365 5.4582590498030177 2.7188292965292922 1.6539516001939802 1.7308063469827155 0.79200180433690359 7.7567614652216426 1.5501485522836436 2.2076163440942755 2.5248094256967368 0.87436730787157912 1.0482028797268865 2.7911055814474919 1.6843932662159193 0.81452080234885116 1.5527794174849976 2.6542141474783554 12.785022517666222 30.974226610735062 1.5045628380030382 0.98886204883456219 1.7479182966053475 2.2625529579818249 1.6133475825190533 7.1445694975554943 0.5244247131049623 7.9347680062055588 1.884300861507654 1.6191213838756082 11.274949662387362 3.5390213243663302
leaf_count=77 130 15 18 19 11 198 27 25 23 13 27 24 31 7 16 54 208 1354 32 42 18 38 22 96 25 348 25 25 137 36
internal_value=0 -0.0012008 0.000537552 0.000801259 -0.00166726 0.0012706 0.000837249 -0.000299391 0.00107877 -0.00180501 -0.00108147 -0.000369579 -0.000131432 -0.00214391 4.92997e-05 0.000225689 0.00144863 -0.00223604 -0.000125405 1.34349e-05 0.000564116 0.00130662 -0.000778176 -0.00116506 -0.00179721 -0.00203058 -0.000690833 0.000101561 8.28211e-05 0.0003414
internal_weight=0 79.1209 47.9287 42.4705 50.6807 29.7741 22.0174 12.6963 20.4672 47.9618 15.2987 28.4402 25.001 32.6631 23.3166 21.7639 16.929 31.8486 18.9727 6.04754 4.99933 4.01047 10.4887 8.87538 9.25119 8.72677 3.53825 4.14393 17.4682 14.814
internal_count=3121 2305 816 686 1898 524 326 162 299 1883 509 407 330 1374 299 283 256 1367 259 125 98 56 137 115 384 359 43 48 227 173
is_linear=0
shrinkage=0.00236201


Tree=117
num_leaves=31
num_cat=0
split_feature=1 12 47 52 13 50 128 51 3 52 43 474 16 1 43 48 48 42 12 1 15 133 13 4 1 150 160 1 158 16
split_gain=21.5359 6.5933 5.39724 5.08431 3.60662 3.35572 2.8627 2.7502 2.50738 2.30752 2.40946 2.24847 2.14218 3.05362 2.2065 1.92017 2.32403 1.79787 1.75622 1.62406 1.4141 1.41341 1.49478 1.23989 2.56417 1.63443 1.13287 2.96101 0.951168 0.923439
threshold=0.10089500000000001 0.079890000000000017 0.087885000000000019 -0.28430999999999995 -0.15078499999999997 0.11610000000000001 0.086435000000000012 -0.096089999999999981 -0.097604999999999983 0.19022000000000003 -0.079109999999999986 0.084660000000000027 -0.061854999999999993 0.13210500000000003 -0.023869999999999995 0.12879500000000002 -0.084964999999999985 -1.0000000180025095e-35 -0.085119999999999987 1.0000000180025095e-35 -0.055554999999999993 -0.0042999999999999991 0.11596500000000001 0.0061450000000000003 0.086560000000000012 0.078525000000000011 -0.080409999999999995 0.111945 0.090905000000000014 -0.5315899999999999
decision_type=2 2 2 2 2 2 2 2 2 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 -3 6 15 -1 17 10 19 18 13 14 -4 16 -5 -6 -12 -9 -14 -19 -23 24 -20 -25 27 -18 -28 -16
right_child=2 4 12 5 8 -7 -8 9 -10 -11 11 -13 20 -15 29 -17 26 21 23 -21 -22 22 -24 25 -26 -27 28 -29 -30 -31
leaf_value=-0.0023540057700946766 -0.0017318006675331155 -7.9002221908915153e-05 0.0009144127904765363 -0.00041305552092960475 -0.0023092089118923222 -0.001459893966481313 -0.0014833590973808014 7.377329033850248e-05 -0.002040743401130946 -0.0024988685480064731 -0.0023947896678617069 0.0017441646279222384 -0.0022597918567695756 0.0023440725277551443 -0.00050173077331236578 -0.00015386259359202376 -0.0010461032553351133 0.0011442273398597129 0.00026127748075944199 0.0022049703497578296 -0.00020620439350435809 -0.0013870757242556832 0.00087059350995177516 -0.00058599110072565948 -0.0021895864930175277 0.0020311784377465801 0.0023381989153170228 0.0022861676106154757 0.00049779011843245277 -0.0024681983586038311
leaf_weight=3.0392568837851313 3.0704267006367436 6.6966475266963235 3.0824002660810956 2.2239777594804826 3.6866467949002972 2.1099310368299475 1.577282179147004 3.4779175966978135 45.679172961041331 1.873943394050001 2.4552403725683787 2.1206241846084586 4.2266641333699226 2.3396447412669659 2.3080808334052572 2.8543862365186206 2.0489648617804148 2.019352462142705 4.5109066590666682 3.5004532486200333 2.6691747568547717 6.7668882608413679 1.8145105168223379 2.6998706739395848 3.8693289533257484 2.046870369464159 17.855549152940512 3.5643081739544868 1.4840064346790303 2.3528080340474844
leaf_count=69 73 59 28 23 114 29 13 31 1701 28 36 16 72 26 20 23 24 19 38 40 27 83 18 32 43 14 311 60 25 26
internal_value=0 -0.00123127 0.000513961 0.000989393 -0.00161645 0.00123719 0.00141722 -0.000363631 -0.00178814 -0.000135831 4.35851e-05 -0.000389725 -0.000516181 0.000132665 -0.000535515 0.00156957 0.00175058 -0.000980523 -0.000680132 0.00114281 -0.00146491 -0.000518443 -0.000909698 -0.000359426 -0.000870337 0.000542574 0.00194342 0.00106982 0.00219698 -0.0014944
internal_weight=0 96.2576 53.7676 36.7888 66.6632 33.7184 31.6085 29.5944 59.9666 26.5552 24.6812 17.7028 16.9788 10.0829 7.74329 30.0312 27.1768 14.2874 15.5822 6.97837 6.89584 10.6008 8.5814 13.127 8.38024 4.74674 24.9528 5.61327 19.3396 4.66089
internal_count=3121 2341 780 581 1994 508 479 347 1935 278 250 179 199 100 74 466 443 234 163 71 99 120 101 127 81 46 420 84 336 46
is_linear=0
shrinkage=0.00220885


Tree=118
num_leaves=31
num_cat=0
split_feature=1 12 47 52 52 16 15 0 484 1429 51 16 1 43 2 457 2 12 0 51 2 4 4 150 151 15 13 13 43 16
split_gain=16.6512 6.2187 3.67226 2.92927 2.74749 2.74389 2.58745 2.48766 2.10025 1.93476 1.88897 1.84076 2.20855 1.97191 1.74703 1.60744 2.0777 1.47665 1.53877 1.49203 1.63698 1.46214 2.29569 2.62087 1.86643 1.38624 1.32932 1.76019 2.74427 1.20899
threshold=0.104035 0.083370000000000014 0.085770000000000027 -0.28430999999999995 0.13796000000000003 -0.51370499999999997 0.083195000000000005 -0.060129999999999996 -0.0068949999999999992 0.084990000000000024 -0.096089999999999981 -0.061854999999999993 0.13210500000000003 -0.023869999999999995 0.11510000000000002 0.080930000000000016 0.089885000000000007 -1.0000000180025095e-35 -0.033209999999999996 0.123935 0.11411 -0.0016099999999999997 0.0052350000000000009 0.091105000000000005 -0.086769999999999986 -0.055554999999999993 0.11217000000000001 -0.47860499999999995 -0.08595499999999999 0.24134000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -2 17 -3 8 15 -1 10 -10 12 13 -4 -6 -7 -17 -5 19 20 -19 24 -23 -24 -12 -13 27 -9 -29 -26
right_child=2 5 11 4 14 7 -8 26 9 -11 21 25 -14 -15 -16 16 -18 18 -20 -21 -22 22 23 -25 29 -27 -28 28 -30 -31
leaf_value=-0.0020402128979820941 -0.0016451083849518863 0.00095069393914377952 0.0012559117139395442 0.0025403034502002428 -0.0020626040364615395 -0.002216816296976792 -0.0025583738683990212 0.0010395874408722743 -0.0025443069419877756 0.0022965584539237031 0.0028214356506741987 -0.0023993967930567217 0.0024688286112872098 -0.0014427078000046102 0.0012387285093555949 -0.00251516599487256 0.0014200079405529496 0.00012129484863285387 0.0026683921512092781 -0.0012183474298123023 0.0020620912382017646 -0.0022927777939246224 -0.00074291440163947191 0.0023187683953098002 -0.00017349772479658245 -1.2609953596894254e-05 0.0011563621512259311 0.00042402168926116286 -0.0025452427693280714 0.0020601246944167394
leaf_weight=3.0186954066157368 2.0395790282636872 2.2031900919973841 2.6525056660175315 7.5382695533335271 2.0448735747486348 37.601495310664177 2.8090747147798529 1.7598924674093712 1.7212040070444441 2.1113853082060805 1.964222703129052 3.3764751758426428 2.1569024547934532 3.8711092956364146 1.7118376493453977 1.464412642642855 1.6686182431876657 4.6117883436381835 3.4011514950543615 1.7617785483598716 5.5865329708904028 3.137952813878643 5.6031876020133495 2.289312144741416 7.6639464497566312 2.4343828130513421 1.6903506834059943 2.6383454930037233 5.7586689945310363 1.7258724607527254
leaf_count=60 47 27 27 202 25 1669 71 10 46 23 28 67 26 39 18 49 25 50 53 14 98 41 76 20 87 25 21 31 130 16
internal_value=0 -0.00119183 0.000640112 0.00113973 0.00135281 -0.0016853 -0.000348167 -0.00179575 -0.000135803 8.34753e-05 -0.000110366 -0.000349225 0.000353833 -0.000345448 -0.000558271 -0.00207857 -0.000419335 0.00166632 0.00123743 0.0008305 0.00118444 7.67867e-05 -0.000548385 0.000145163 0.000684141 -0.00139948 -0.000823336 -0.0011528 -0.0016123 0.000237048
internal_weight=0 86.8298 43.1872 28.6958 26.6562 54.785 32.0449 52.5818 29.2358 26.2171 24.1057 14.4914 8.68052 6.52361 3.75671 40.7345 3.13303 22.8995 15.3613 11.9601 10.1983 22.3845 11.0305 7.8925 11.354 5.81086 11.8473 10.1569 8.39701 9.38982
internal_count=3121 2430 691 507 460 1962 468 1935 397 337 314 184 92 66 43 1743 74 417 215 162 148 268 137 96 131 92 192 171 161 103
is_linear=0
shrinkage=0.00241102


Tree=119
num_leaves=31
num_cat=0
split_feature=1 12 12 3 39 16 0 3 457 38 3 484 160 151 52 133 3 49 39 42 133 2 2 0 0 1373 1374 0 0 13
split_gain=11.1805 4.15352 3.59882 2.61732 2.59709 2.47565 2.45886 2.41231 2.01386 1.92388 1.8124 1.72881 1.61015 1.78566 1.60739 1.63328 2.75955 1.48445 1.44097 1.42602 1.60439 1.4205 1.32723 1.16374 1.06119 1.04055 1.02696 1.3163 1.70495 1.45148
threshold=0.099195000000000019 0.083370000000000014 -0.064509999999999984 0.31299000000000005 0.15619500000000003 0.064860000000000015 1.0000000180025095e-35 0.10732000000000001 0.080930000000000016 0.10657000000000001 -0.097604999999999983 -0.0068949999999999992 -0.079279999999999975 -0.00099499999999999979 0.19022000000000003 0.099660000000000012 -0.15713499999999997 -0.49452999999999997 0.095450000000000021 0.084635000000000016 -0.087414999999999979 0.10467500000000002 0.089125000000000024 0.062580000000000011 -0.10324499999999999 0.084905000000000022 -0.094929999999999987 -0.13027499999999997 -0.071924999999999989 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 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 9 4 5 6 8 10 12 25 19 -1 -4 -14 15 16 -13 -12 26 20 -3 24 -21 -22 -15 -2 -18 -28 -29 -30
right_child=2 7 3 -5 -6 -7 -8 -9 -10 -11 17 14 13 21 -16 -17 18 -19 -20 22 23 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=-0.0027701027553099456 0.0033618001863051396 0.0019315735396451871 -0.0026483526786236981 0.0033847723578731611 0.0038052707414706552 -0.0019634829953476631 0.0030545567528630943 0.00044986344448011596 0.0023753470536922996 -0.00098517401224950557 0.0028499845710421925 0.0033856669237181973 -0.0023741964832056802 0.00058064001865135531 -0.0035234926965277209 -0.0032621410970929661 -0.0023993424137877225 -0.0028541734600250638 -0.003436237995068518 0.0021063521993296358 -0.0035958660164621061 0.0016218762588394592 -0.0017774673565232302 -0.00054004883303361887 -0.0024792117267260472 -0.00040283519596696405 0.0012900019002730387 -0.0021237417543395983 0.0035954258870884927 -0.00074139615902762317
leaf_weight=3.0505643961951163 7.0873461496084911 0.90257651638239611 3.349826132878678 2.2993851955980054 1.6097112633287896 7.6400066874921313 2.6704283170402041 3.4614870846271506 2.6216732598841181 1.5246767401695249 0.47956645861268299 2.5572550278157093 2.8963447865098884 2.6087336074560881 1.4052410833537567 1.454729327931999 1.568047463893907 28.860586237162352 1.3090996183454979 2.0730727743357424 4.2209077104926092 5.3697141576558352 1.6212906949222086 1.8548140954226253 2.1278045233338876 0.8502147253602742 7.3857894558459654 3.7823242833838 1.3540824018418791 1.9428685270249451
leaf_count=77 229 14 49 60 25 175 49 18 36 18 5 24 40 21 31 16 12 1655 32 28 130 73 28 20 30 11 74 88 16 37
internal_value=0 -0.00151878 0.000573749 7.50769e-05 -0.000171256 -0.000389837 0.000165622 -0.0021254 -0.000240969 0.00232309 -0.00234819 -0.000496972 -0.000660425 -0.00014828 -0.000192292 2.69217e-05 0.000267365 -0.00276094 -0.000192455 -0.0012135 -0.00206872 0.000489644 0.000401918 -0.00266298 -0.000793943 0.00295856 7.23994e-05 0.000340342 -0.000650436 0.00103977
internal_weight=0 69.2843 42.6559 33.1936 30.8942 29.2845 21.6445 43.4743 18.9741 9.46224 40.0128 25.81 16.3524 13.0026 22.7594 21.3542 19.8995 29.3402 17.3422 10.6727 6.9783 10.1063 3.69436 6.07572 4.73654 7.93756 16.0331 14.4651 7.07928 3.29695
internal_count=3121 2305 816 558 498 473 298 1898 249 258 1880 407 213 164 330 299 283 1660 259 220 164 124 56 150 51 240 227 215 141 53
is_linear=0
shrinkage=0.00321554


Tree=120
num_leaves=31
num_cat=0
split_feature=1 4 12 0 453 1 4 13 1 4 151 4 13 4 11 16 1 1429 48 403 1213 2 16 47 52 457 16 0 2 16
split_gain=21.2014 5.87058 5.66698 4.73512 3.90332 3.72682 3.23638 3.59609 3.17248 2.48582 2.37663 2.29784 2.21938 2.11697 2.06304 2.01013 1.95851 1.75776 1.51195 1.26413 2.02764 1.88237 1.88146 1.07597 1.04741 0.853709 2.43668 0.816426 1.79548 0.870771
threshold=0.094465000000000007 0.27044500000000005 0.051320000000000005 0.062580000000000011 1.0000000180025095e-35 0.077565000000000009 0.076415000000000025 -1.0000000180025095e-35 0.13021500000000003 0.053925000000000008 -0.086654999999999982 -0.14723499999999998 -0.50061499999999992 -0.49405499999999997 0.087830000000000005 -0.16927999999999996 0.07863500000000001 0.084690000000000015 0.087555000000000008 0.03138500000000001 -1.0000000180025095e-35 0.089885000000000007 -0.088909999999999989 0.12431000000000002 -0.0092699999999999987 0.088585000000000011 -0.0007049999999999999 -0.057069999999999989 0.10005000000000001 -0.51370499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 5 14 12 7 24 15 10 -7 -9 -1 -5 23 -4 -12 19 -13 21 -21 -18 -23 -3 -2 27 -27 29 -29 -14
right_child=1 4 8 13 -6 9 -8 11 -10 -11 16 18 25 -15 -16 -17 17 -19 -20 20 -22 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.00093397663609537992 0.0022756144028011323 0.0020407625259087079 -0.00016259556504738022 -0.0011840129864709075 -0.0017613972883936649 0.00082492757934754643 -0.000908331733993059 -0.0014770219284361049 0.0010124462479938979 0.0012073401028643827 0.0011940972646377794 0.0016840240164006871 -5.2697568737106154e-06 0.00085318300367445081 0.00013691172193980463 -0.0020139486888418007 -0.0022235737102447063 0.00081900823300147941 -0.00026485177079519945 -0.0021659600685005618 0.0019368199346793424 0.00080903790092870032 -0.0017357708711954493 -3.7213995506100491e-05 0.00072983077107977024 -0.0021928588294899696 0.0022053173364744161 0.0004064169880810922 -0.002204949037797649 -0.0020559712443701567
leaf_weight=1.3137670904397953 7.1583668701350698 15.039646174758682 3.599451955407857 3.3989426046609879 1.6731190308928479 2.8565029669553104 5.1366689726710311 2.9564752224832773 2.7072275876998892 2.5371239669620982 1.3935728184878851 3.5556630678474921 0.93245779350399161 6.5620676316320878 3.6027259714901438 9.040052277967332 11.337339241057643 1.4869031626731146 3.4360914751887321 1.0126000922173264 1.1066450253128994 2.1347543001174927 3.1677305679768315 1.1796303689479817 2.6315726153552541 1.5417241137474778 0.86217113956808944 2.0330334026366534 2.67852514795959 36.022614657878876
leaf_count=7 130 273 26 34 16 33 44 41 29 26 17 29 17 51 36 243 333 23 27 34 12 16 40 11 32 47 7 15 82 1390
internal_value=0 0.000427755 -4.46293e-05 -0.00119635 0.00131168 -0.00138265 0.000573088 0.000958613 -0.00104586 -0.000766807 -0.000971275 7.14688e-05 -0.00174947 0.000158041 0.00157107 -0.00148672 -0.00120838 -0.00137375 0.000726251 -0.00154755 -2.35363e-05 -0.00174165 -0.000711243 0.00188963 0.0018601 -0.00182947 -0.000615427 -0.00189951 -0.00107815 -0.00200423
internal_weight=0 61.7167 40.2216 82.3785 21.4951 72.4175 24.8748 19.7382 15.3467 27.0332 24.496 9.94823 45.3843 9.96101 19.822 12.6395 21.6395 20.246 6.99175 18.7591 2.11925 16.6398 5.30248 16.2193 9.78994 44.0705 2.4039 41.6666 4.71156 36.9551
internal_count=3121 937 601 2184 336 2099 303 259 298 534 508 97 1565 85 320 269 475 458 56 435 46 389 56 284 162 1558 54 1504 97 1407
is_linear=0
shrinkage=0.00209515


Tree=121
num_leaves=31
num_cat=0
split_feature=1 12 3 4 0 0 47 457 42 4 2 14 49 47 48 52 16 49 157 16 48 52 43 3 151 1 1 11 15 457
split_gain=27.8056 8.87803 6.24533 6.74317 5.84881 4.78102 4.61435 3.43347 2.85989 3.69212 2.67006 2.6614 3.68075 2.6591 3.50831 2.54438 2.48068 2.02248 2.15367 2.01142 2.22849 1.91757 1.79996 1.60475 1.2992 1.16563 1.06019 1.05062 0.909749 0.878685
threshold=0.094385000000000011 -1.0000000180025095e-35 0.16158000000000003 0.23246000000000003 -0.060129999999999996 -0.10096999999999999 0.12119500000000001 0.080930000000000016 0.092620000000000022 -0.49405499999999997 0.11747 0.062655000000000016 0.082865000000000008 0.090100000000000013 0.11280000000000003 0.13389000000000004 0.38525000000000004 -0.083094999999999988 -0.067349999999999979 -0.088909999999999989 0.086260000000000017 0.10347000000000002 0.084740000000000024 0.11924500000000002 0.11265500000000002 0.083135000000000014 0.13146500000000003 0.087830000000000005 -0.09551999999999998 0.09061000000000001
decision_type=2 2 2 2 2 2 2 2 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 13 3 7 5 11 15 10 9 21 26 12 17 24 -15 23 22 -1 -19 20 25 -6 -11 27 -2 -20 28 -5 -3 -7
right_child=1 2 -4 6 8 29 -8 -9 -10 16 -12 -13 -14 14 -16 -17 -18 18 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0013847041513756094 0.0020009092050867999 -0.00069852158420866562 0.0018993816866255395 0.0018320458708468875 -0.0022204449951655253 -0.0018678235911852661 -0.0020636250719093183 0.00077883664291294151 -0.0017805791917730434 0.0017055401154099073 -3.49394660638495e-05 -0.0021321328349717633 -0.0021555184291364225 -0.0008282398822508938 0.0021706455871249031 -0.0010482856283435275 -0.0012459491893626038 0.0019468860422846661 0.00027555757975605816 -0.0014176782751296982 -0.00093460206566174252 0.00045385513430316291 -5.0518811447405071e-05 -0.00038175211496993528 -0.00014674297919927995 0.0023774203567962673 -0.00016818764262486457 0.00051682509092479466 -0.0020717906745243183 -0.00070985128349223213
leaf_weight=3.1952109355479505 14.589217536151411 2.1711023822426823 5.3875803649425498 8.941248528659349 3.3204296380281493 49.899484844878316 2.2628232166171065 3.4984939098358145 4.0587336532771578 6.111831843852995 4.7917933128774157 4.3153217472136012 3.7894221860915414 3.8359532244503489 2.4392087794840336 2.183821126818656 2.1781166158616552 2.583584457635884 1.8466410282999293 2.9154415316879696 2.4570367354899645 1.482339810580015 3.5136016458272934 2.0461759045720092 1.162417497485875 2.2219281308352947 1.5602593049406994 3.1356433145701876 12.233463708311321 2.6370711326599112
leaf_count=36 252 27 69 99 58 1577 20 27 77 46 44 77 77 26 30 17 35 18 26 30 21 11 21 18 14 15 12 30 258 53
internal_value=0 0.000385344 -8.44681e-05 -0.000334047 -0.00123149 -0.00148267 0.000552585 -0.00101285 -0.000309426 5.01366e-05 -0.00131484 -0.000746066 -0.000431413 0.00141367 0.000337452 0.000915623 0.000638168 -2.1468e-06 0.000365229 -6.75981e-05 0.000535577 -0.00139504 0.00106452 0.0012193 0.00184242 0.00142343 -0.00169899 0.00149056 -0.00186481 -0.0018097
internal_weight=0 70.2392 48.2124 42.8248 96.5262 75.8611 18.5697 24.2551 20.6651 16.6063 20.7566 23.3246 19.0093 22.0268 6.27516 16.3069 11.8036 15.2198 12.0246 9.44105 6.52561 4.80277 9.62543 14.1231 15.7516 4.06857 15.9648 12.0769 14.4046 52.5366
internal_count=3121 943 621 552 2178 1930 184 368 248 171 341 300 223 322 56 164 102 146 110 92 62 69 67 147 266 41 297 129 285 1630
is_linear=0
shrinkage=0.00195506


Tree=122
num_leaves=31
num_cat=0
split_feature=4 12 9 151 3 43 50 52 47 1 51 52 3 1 16 151 52 457 49 457 1 15 0 52 13 42 13 11 15 12
split_gain=23.7025 10.6924 6.45739 6.17205 5.22952 4.41338 4.08726 3.7688 3.28978 2.91552 2.59029 1.86899 1.76282 1.59592 2.13382 1.45322 1.44358 1.38148 1.09081 0.931638 2.20218 0.641311 0.624021 1.36192 0.664217 0.595623 0.586844 1.1253 1.58993 1.00753
threshold=0.27834500000000006 0.051320000000000005 -0.036024999999999995 -0.27559499999999998 0.30112000000000005 -0.04890499999999999 0.11875500000000001 -0.012164999999999999 0.12794000000000003 0.13075500000000004 -0.092264999999999986 0.096795000000000006 0.097915000000000016 0.111945 -0.54165499999999989 -0.086944999999999981 -0.0092699999999999987 0.093100000000000002 0.10595500000000001 0.080930000000000016 0.083135000000000014 1.0000000180025095e-35 -0.13027499999999997 -0.0064899999999999992 0.0015850000000000003 0.087195000000000009 -0.094514999999999988 1.0000000180025095e-35 0.089740000000000014 0.084225000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 5 7 8 10 13 12 -4 -9 19 14 -5 -7 -6 18 21 26 25 22 23 -17 -24 -21 27 28 29 -3
right_child=3 9 4 6 16 15 -8 11 -10 -11 -12 -13 -14 -15 -16 17 -18 -19 -20 20 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0023580295079313838 -0.0024687774825269231 -0.00031010205677068487 -0.00094467819715455463 0.0022714786071776085 0.0022309643851605365 -0.00012409880211920269 -0.0017440525985396205 -0.0021732384358667872 -0.0016486314402935241 0.00015271444645861834 0.0018048831367841293 5.6027888586800336e-05 -0.00058940842811268336 0.0021745048431910576 -0.00028044718229762184 -0.0020099362672281271 -0.00034030334771119938 -0.00051945200921487799 -0.00080035565233313943 -0.002237305923497 0.00073957352472440736 -0.0026464739548409145 -0.0023110836185418456 -0.00019836719961603062 -0.0010153124630892906 -0.00074367641232282267 -0.0020591173705119844 -0.0023878611579370083 0.00060262466913022276 -0.0019976920075885094
leaf_weight=2.5832579266279927 2.2704547271132496 1.953204445540903 2.0881304815411568 2.3984419479966164 2.5320118442177777 2.8484902381896964 1.8999355360865582 3.7853164821863157 1.346280988305806 2.909178912639617 4.5900446251034737 2.6983234286308289 4.0510226115584365 10.029426870867608 3.2087051793932977 4.7166398987174034 1.4318285435438145 3.9690002277493468 3.8677084036171427 4.4861903414130202 1.7604267187416551 4.7345240451395503 9.9873525202274376 2.7529630288481739 1.9867335967719544 1.4897287189960478 105.1676905117929 5.2835980132222167 1.6704446673393238 6.141402829438448
leaf_count=47 15 20 17 38 44 22 14 28 10 28 83 20 22 228 35 31 19 23 36 62 17 44 111 25 13 15 1900 55 18 81
internal_value=0 -0.00156476 -0.000800331 0.000719455 -0.000957265 -0.00114375 0.00110281 -0.000133973 0.0014213 -0.00187397 0.000945151 -0.00124548 -0.00191864 0.00168561 0.000811132 -0.00152497 0.00130216 -0.00164961 -0.00180954 -0.00196072 -0.00127229 -0.00197098 -0.0018065 -0.00134227 -0.00209609 -0.00186496 -0.00200503 -0.001627 -0.00121532 -0.00159048
internal_weight=0 189.485 54.5723 21.1532 51.9891 48.0252 18.8828 13.1618 16.9829 134.913 6.67818 6.48364 132.004 15.6366 5.60715 34.8634 3.96384 32.0149 28.0459 127.953 7.73635 24.1782 19.4437 7.4696 11.9741 5.97592 120.216 15.0486 9.76505 8.09461
internal_count=3121 2781 563 340 516 453 325 148 311 2218 100 48 2190 301 73 305 63 283 260 2168 94 224 180 56 124 77 2074 174 119 101
is_linear=0
shrinkage=0.00204667


Tree=123
num_leaves=31
num_cat=0
split_feature=1 12 3 4 0 47 1 47 48 457 14 447 2 42 2 14 484 51 42 150 13 403 1213 151 160 4 1 15 0 12
split_gain=22.347 6.90704 5.11007 5.51451 4.89558 4.61171 3.31529 3.09843 3.80173 2.80377 2.44896 2.44075 2.39618 2.30975 2.03661 2.62031 2.5433 2.75606 2.27595 2.02038 1.94299 1.87601 2.62821 1.48295 1.31832 1.03211 0.9454 0.94767 0.809485 1.53871
threshold=0.094385000000000011 -1.0000000180025095e-35 0.16158000000000003 0.23246000000000003 0.062580000000000011 0.12119500000000001 0.077565000000000009 0.090100000000000013 0.11280000000000003 0.080930000000000016 -0.46885499999999997 0.084700000000000011 0.11747 0.086835000000000009 0.073895000000000002 0.062655000000000016 -0.0068949999999999992 0.08955500000000001 1.0000000180025095e-35 -1.0000000180025095e-35 -0.50061499999999992 0.03138500000000001 -0.051744999999999992 0.11265500000000002 -0.081399999999999986 -0.42529999999999996 0.13146500000000003 -0.09551999999999998 -0.073574999999999988 0.092465000000000006
decision_type=2 2 2 2 2 2 2 2 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 7 3 9 6 10 20 23 -9 12 -5 14 26 25 21 16 -16 18 24 -12 -1 -8 -23 -2 -18 -6 27 -3 29 -21
right_child=1 2 -4 5 13 -7 11 8 -10 -11 19 -13 -14 -15 15 -17 17 -19 -20 28 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00076391082170743172 0.0022990088041531923 -0.00070793421580144964 0.0021251550927348637 -0.0015154508983632982 -9.7449595211836993e-05 -0.0025009470173953155 -0.0023481134404477588 -0.0013165112028369742 0.0024991141307455032 0.0008007130353418772 -0.0010580297255430224 0.002218369355714895 -1.5583192105175866e-05 -0.0018501916671564661 -0.0025362472906720552 -0.00249506942211107 -0.0013877235704982281 -0.0016383285737268159 0.0027425476675553458 0.0021047216152353895 -0.0020406877401692638 -0.0023700825476667799 0.0028071441917391408 -0.00054507266758770535 0.00092879634370397258 0.0015838456931567724 -0.00024939813560074896 -0.002400054366915969 0.0025773873621224561 5.2993704634192099e-05
leaf_weight=1.3201028406620015 12.540775816887619 2.0392435453832176 4.6051081195473662 1.7521139197051532 4.0380647610872984 2.2284455634653559 8.8586814031004959 3.6745420582592478 2.1560319885611534 3.2357623446732751 1.586482975631953 1.1816445961594571 4.3802746366709462 2.4553833566606045 2.0066350065171727 3.1294604893773785 1.9455773551017035 2.9457344152033338 2.5116976127028465 4.7172017842531195 48.846624657511711 1.0804653260856869 0.9667583703994741 1.0325247645378102 3.7274993397295466 3.5881448127329332 1.5430733188986767 11.078790653496982 3.6407443620264521 3.1870929449796677
leaf_count=7 252 27 69 16 31 20 285 26 30 27 15 13 44 30 30 58 24 27 18 52 1558 32 11 14 30 24 12 258 57 24
internal_value=0 0.000351494 -0.000148544 -0.000414368 -0.00142237 0.000559481 -0.0016145 0.00148523 9.44322e-05 -0.00116243 0.0010177 -0.000991031 -0.00149603 7.40587e-05 -0.0011306 -0.000619245 -0.000172396 0.000253765 0.000934737 0.0013557 -0.00196689 -0.0018933 7.4754e-05 0.00208266 0.000134348 0.000693603 -0.00193834 -0.00213701 0.00168738 0.00127744
internal_weight=0 63.3982 43.9943 39.3892 88.6025 17.1121 78.5209 19.4039 5.83057 22.2771 14.8836 28.3542 19.0414 10.0816 27.1725 16.2666 13.1371 11.1305 8.18477 13.1315 50.1667 10.9059 2.04722 13.5733 5.67308 7.62621 14.6611 13.118 11.545 7.90429
internal_count=3121 943 621 552 2178 184 2093 322 56 368 164 528 341 85 515 187 129 99 72 148 1565 328 43 266 54 55 297 285 133 76
is_linear=0
shrinkage=0.00228112


Tree=124
num_leaves=31
num_cat=0
split_feature=1 12 0 0 3 4 47 50 151 47 48 14 49 130 159 159 12 49 3 457 2 52 51 49 52 0 0 2 1 49
split_gain=11.9916 3.92623 3.29305 3.43324 3.21237 3.11488 3.94475 3.11483 2.56168 2.4795 2.18687 2.07868 2.69638 2.02431 1.91834 1.90553 1.98356 1.81683 2.74892 2.34803 2.90907 1.76135 1.53375 1.75839 1.50801 1.35139 1.58755 1.32823 1.56511 1.2172
threshold=0.094385000000000011 -1.0000000180025095e-35 -0.060129999999999996 -0.10096999999999999 0.16158000000000003 -0.013125 0.13148500000000005 0.11534500000000002 -0.40381499999999992 0.090100000000000013 0.10396500000000002 0.062655000000000016 0.082865000000000008 -0.0060099999999999989 -0.032739999999999991 0.10407500000000001 0.10711000000000002 0.10595500000000001 0.12178000000000001 -1.0000000180025095e-35 0.090310000000000015 -0.15275999999999998 0.08955500000000001 -0.086009999999999989 0.26521500000000003 -0.055064999999999996 -0.10151999999999999 0.089775000000000008 0.083345000000000016 -0.49452999999999997
decision_type=2 2 2 2 2 2 2 2 2 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 11 5 13 7 8 -7 24 -11 12 22 -3 -4 16 21 18 19 -10 25 -16 23 -1 -2 26 -21 -25 -29 -5
right_child=1 4 14 29 -6 6 -8 -9 17 10 -12 -13 -14 -15 15 -17 -18 -19 -20 20 -22 -23 -24 27 -26 -27 -28 28 -30 -31
leaf_value=-0.0024109412844968551 0.0029990181146970774 0.0023548591279982452 -0.0034618126186967374 0.0020100214077665495 0.002675978774427672 -0.0035075620336178013 -0.003660560013368396 -0.0034359835168506895 -0.0024043898872586852 -0.0018041500239227314 0.0025013914176634927 -0.0033567208588600934 -0.0033982603646455873 -0.0025802526851669968 -0.001920293423650388 -0.0030156245183316438 -0.0027375209947888362 0.0038576839145668491 -0.002944190249999987 0.0011526986249031355 0.0033688910012798705 0.0014116872329021765 -0.0026157588703086087 -2.3080981345776785e-05 -0.0017800490684216233 0.0025767021188125372 -0.0024933437370833187 0.00017444237285651438 0.0040224174982552872 -0.0027490927677405893
leaf_weight=1.6552752777934063 9.0100347083061898 0.90751339495182026 1.8364882702007914 0.53570175915956397 3.4636687766760579 1.1995926499366785 2.4373864270746699 1.7581533174961794 1.4968699030578161 2.9045457988977423 1.9210374131798742 2.9664578791707745 2.5863264072686425 7.9629291202872938 1.8701279386878003 1.8761950805783261 1.748296758159994 2.2362900488078585 1.6786140277981747 2.4717020615935321 5.7720669694244862 9.2290413416922075 1.7357493899762619 4.8357211686670798 0.69724636524915773 1.8641542680561629 2.22351897507906 1.8088583853095768 2.4249704740941525 31.52882793918252
leaf_count=27 260 12 38 5 69 14 27 31 14 23 33 77 77 228 47 37 46 20 11 19 101 80 19 51 6 26 49 30 19 1625
internal_value=0 0.000373428 -0.00165495 -0.00205517 -0.000188083 -0.000498003 0.000106698 0.000550265 0.000920244 0.00174399 -9.01383e-05 -0.00096148 -0.000489264 -0.00207535 -0.000444691 -6.83643e-05 0.000362042 0.0012196 0.000839157 0.00129842 0.00174789 0.000850273 0.000114529 0.00055641 0.00265575 0.000321448 -0.00057396 0.00109798 0.00237841 -0.00266958
internal_weight=0 50.0053 66.638 50.0779 35.4725 32.0088 23.1383 20.701 18.9428 14.5329 4.82558 18.0134 15.0469 8.87044 16.5601 14.7237 12.8475 17.7432 15.5069 13.8283 12.3314 11.0992 12.4606 10.7248 9.70728 6.55938 4.69522 9.06955 4.23383 32.0645
internal_count=3121 943 2178 1930 621 552 312 285 254 322 56 300 223 240 248 210 173 240 220 209 195 127 146 127 266 94 68 100 49 1630
is_linear=0
shrinkage=0.00313075


Tree=125
num_leaves=31
num_cat=0
split_feature=1 12 12 3 3 4 453 14 3 457 39 38 3 123 49 48 12 51 474 42 159 11 12 4 1 43 0 43 376 1373
split_gain=22.4907 6.87962 6.26458 4.34962 4.16887 3.59393 3.62976 2.68364 2.49789 2.35405 2.86895 2.29592 2.10785 1.9109 1.75174 1.54409 1.5169 1.44183 1.49593 1.44154 1.71635 1.77414 2.43447 1.338 1.80156 1.23177 1.48941 1.22281 1.09938 1.07288
threshold=0.099195000000000019 0.079890000000000017 -0.064509999999999984 0.16158000000000003 0.097915000000000016 0.27834500000000006 1.0000000180025095e-35 -0.46885499999999997 -0.15121499999999996 0.080930000000000016 0.12768500000000002 0.10657000000000001 -0.097604999999999983 1.0000000180025095e-35 0.13984500000000002 0.11376500000000002 -1.0000000180025095e-35 -0.096089999999999981 0.082665000000000002 -1.0000000180025095e-35 0.092630000000000018 0.081790000000000015 0.085440000000000016 0.0061450000000000003 0.086720000000000005 -0.074359999999999996 -0.10324499999999999 -0.079109999999999986 0.049360000000000008 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 8 11 5 12 9 7 -7 -1 10 14 29 19 16 25 -9 -10 -18 23 -3 21 22 -21 24 -19 26 -4 -28 -15 -2
right_child=2 4 3 -5 -6 6 -8 15 13 -11 -12 -13 -14 28 -16 -17 17 18 -20 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.001219089956107118 0.0023191350342975834 -0.0022771401892137067 0.0008850893323405297 0.0018741474145428346 0.00052232784193213615 -0.0013465197636965093 -0.0025713799401741316 0.0020694119853781638 -0.0021974021476673902 0.00094601242172972025 0.0016676988922890159 -0.00051730515151543022 -0.0020035671656143143 -0.0006524266934673274 0.00047850867401958303 -5.863572784217923e-05 -0.0023107331663556334 -0.00024387760904434567 0.0012250851660798557 -0.0016725515836927768 -0.0025907946919079303 -0.0023653796862610284 0.00084620384961304606 0.00029193504990955138 -0.0026090867660248196 -0.0020054485038892484 -0.0021386416566743444 0.00027535908553102386 0.0012359533670466857 6.8408942867115439e-06
leaf_weight=4.0441603697836426 10.674968104809521 3.6879754140973082 1.8301383778452871 5.4261365495622149 3.9610850289463988 1.7285243421792973 1.4000034108757962 7.3356203064322454 3.8210626970976689 3.4635824635624877 1.7498589456081379 1.8110735975205887 47.97755322419107 2.524977631866931 2.4229895751923314 2.0666704103350639 2.1159725468605819 3.2296092361211652 2.2726250980049363 2.6536636482924205 1.9523657094687212 1.735656052827834 5.7396573796868324 3.7420661896467209 2.8818344436585903 9.5103669110685622 3.3486197665333743 1.4102155417203985 3.449902381747961 1.0414977222681034
leaf_count=30 229 112 11 83 20 17 13 113 70 28 16 18 1703 30 22 17 49 33 20 36 24 29 54 33 27 165 49 24 35 11
internal_value=0 -0.00126704 0.000475486 5.82725e-05 -0.00164235 -0.000213415 0.000728748 0.00114383 -0.000362119 -0.000710811 -0.000993886 0.00176137 -0.00177686 -0.000628141 -0.00124533 0.00160166 -0.000980772 -0.000654358 -0.000365325 -0.00108712 -0.000723854 -0.000364001 4.98647e-05 -0.00073214 -0.00135919 -0.00150478 -0.000782117 -0.00142329 0.000437926 0.00211359
internal_weight=0 95.7902 55.2203 41.6927 67.708 36.2666 12.5308 11.1308 28.0822 23.7358 20.2722 13.5275 63.7469 24.0381 18.5223 9.40229 18.0632 14.2421 12.1261 15.7693 12.0813 10.129 8.39332 9.85351 6.11144 16.0993 6.58897 4.75884 5.97488 11.7165
internal_count=3121 2305 816 558 1978 475 160 147 327 315 287 258 1958 297 271 130 232 162 113 255 143 119 90 93 60 249 84 73 65 240
is_linear=0
shrinkage=0.00217462


Tree=126
num_leaves=31
num_cat=0
split_feature=1 12 52 47 3 50 1 51 474 3 128 123 16 4 48 43 43 1374 42 159 3 43 1 13 16 48 49 0 52 15
split_gain=21.0118 6.40978 5.68739 4.87484 4.14196 3.41191 2.6492 2.4179 2.38874 2.35651 2.28184 1.99981 2.0405 1.95535 2.55652 2.37231 1.7622 1.5759 1.51467 1.72169 1.8707 1.47945 1.20762 1.14822 1.09798 1.23996 1.03928 1.03214 1.00936 0.988053
threshold=0.099195000000000019 0.079890000000000017 -0.26636999999999994 0.087885000000000019 0.097915000000000016 0.11610000000000001 0.13820500000000002 -0.096089999999999981 0.084660000000000027 -0.097604999999999983 0.086435000000000012 0.08128500000000001 -0.53943499999999989 -0.033174999999999989 0.12879500000000002 -0.052894999999999991 -0.079109999999999986 0.093235000000000012 -1.0000000180025095e-35 0.092630000000000018 -0.14847999999999997 -1.0000000180025095e-35 0.094465000000000007 0.0061450000000000003 -0.091354999999999978 0.086035000000000014 -0.49452999999999997 -0.060129999999999996 0.0046550000000000003 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 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 29 5 9 10 11 -1 16 18 13 12 -5 15 17 -4 -9 -15 -3 20 28 -18 23 24 25 -23 -11 -22 -20 -2
right_child=2 4 3 6 -6 -7 -8 8 -10 26 -12 -13 -14 14 -16 -17 21 -19 19 -21 27 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0026215087310330447 -0.00075990006775792231 -0.002575085774600016 0.0021528338869774739 0.00098761954356085639 0.00066117059477566274 -0.0017049708947313486 0.0020707497782696924 0.00071449888499578601 0.0018353047855022375 0.00089538820684568923 -0.0013504733841575968 0.0015112584950367903 -0.0018512690710191346 0.002398978394791528 -0.0010699378042531879 -0.001190102305708776 -0.0026311631331800635 -0.00023304684667725466 -0.0026667040326926778 -0.0028902302141450183 -0.00049414593234269814 0.000889214574189219 0.00099865871655533973 0.00089000396989322888 -0.0022013347851921024 -0.0016380278981192394 -0.0022987883865351237 0.0015850893859514902 -0.00016206188486026749 -0.0027411438925803101
leaf_weight=2.6505225338041809 3.4275595732033253 3.4032802060246459 2.4123602919280529 1.9254596568644027 3.8940357193350783 2.0546889007091513 2.2785955369472495 5.8924361169338324 3.2480075005441895 0.63041170313954253 1.5405402407050122 1.8503553457558144 7.8133942410349846 21.545423105359088 1.5279706194996823 2.7968764118850258 2.4545751698315241 1.4835226759314526 2.2879730202257607 1.8484855890274037 2.7699943706393242 2.2171516884118345 2.5111032649874678 1.8075272068381298 4.1311563476919941 2.5432522110641003 43.973272351548076 3.0722974054515371 1.7194939386099575 2.7825714126229277
leaf_count=63 49 112 38 19 20 30 25 60 29 6 15 22 96 388 10 29 39 14 41 24 36 23 20 13 59 21 1697 20 22 81
internal_value=0 -0.00137652 0.00057462 0.000866823 -0.00180712 0.00137847 -0.000364031 -0.000379066 -0.000139454 -0.0019681 0.00158084 -0.000842742 -0.00129 0.00173255 0.00202413 0.000357988 -0.000436989 0.00222942 -0.00112474 -0.000702796 -0.000292284 -0.000870131 -0.000542915 -0.000904726 -0.00126957 -0.000460968 -0.00225364 0.000599266 -0.00159203 -0.00164764
internal_weight=0 91.055 53.4393 47.2292 63.5992 33.3614 13.8678 27.4557 24.8052 59.7052 31.3067 11.5892 9.73885 29.7662 24.5569 5.20924 21.5572 23.0289 15.1015 11.6982 9.84976 15.6648 13.2102 10.6991 8.89156 4.7604 44.6037 5.84229 4.00747 6.21013
internal_count=3121 2305 816 686 1978 524 162 327 264 1958 494 137 115 479 412 67 235 402 255 143 119 175 136 116 103 44 1703 56 63 130
is_linear=0
shrinkage=0.00247009


Tree=127
num_leaves=31
num_cat=0
split_feature=1 12 15 13 49 1374 3 51 16 42 14 49 12 1 4 43 52 42 0 4 42 52 43 52 13 47 49 43 4 0
split_gain=11.4508 4.50231 2.84151 2.76109 2.71989 2.8973 2.23486 2.23391 2.22401 2.12707 1.74257 1.7395 2.12282 2.20382 1.83681 1.66588 1.91101 1.53846 2.09438 1.61439 1.48335 1.43137 1.56771 1.31767 1.31764 1.30839 1.22727 1.08907 1.03917 0.997002
threshold=0.104035 0.079890000000000017 -0.24436499999999997 -0.095304999999999987 -0.043469999999999995 0.093235000000000012 -0.097604999999999983 -0.097539999999999974 -0.51370499999999997 -0.12995999999999999 -0.46885499999999997 -0.006494999999999999 0.092355000000000007 0.13146500000000003 0.056795000000000005 -0.066504999999999995 -0.010034999999999999 -1.0000000180025095e-35 0.11070500000000001 -0.17966999999999997 0.086325000000000013 0.10898500000000001 -1.0000000180025095e-35 0.096795000000000006 0.23074000000000003 0.10783500000000001 -0.49452999999999997 -0.17390999999999998 -0.35136499999999998 -0.060129999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 10 8 5 9 17 -1 -3 -4 -2 -6 14 24 28 16 -9 -5 19 -19 -10 22 -17 -18 -14 -16 -8 -28 -13 -21
right_child=2 3 4 6 11 -7 26 15 20 -11 -12 12 13 -15 25 21 23 18 -20 29 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0033184261087024045 -0.00042531503212512234 0.0032879865445622062 -0.002376533112638044 -0.0032610227593037619 -0.0035492137826338747 -0.0030231626233506543 0.0018329635985616152 0.0028838133805630531 -0.00039508071045705784 0.0027075565115971022 0.0028220807410258841 0.00010566598240727116 -0.0035163426732739444 0.0019341968616193293 -0.0028179546017457835 -0.0032551285524164554 -0.0017507250712771234 0.0031062471864608246 -0.0035034809487421059 -0.0016998045265026304 -0.0033109244095248357 -0.0034213784738605937 1.6123483189978718e-05 0.0018463195232826344 0.00069784630917177739 0.00046425693802380525 0.00086942009825606743 -0.0030268832966280968 0.003083549541263868 0.0014413628892457574
leaf_weight=2.3815372399985817 2.0996737014502287 1.2969252821058024 0.92070013284683128 2.5445950953289866 1.7709415610879684 1.2350913695991028 0.54987189918756385 3.3656769432127476 6.9270866429433209 7.5369515214115372 7.6505418363958579 1.8507275693118601 3.8967618700116864 1.2880266942083833 1.8539879713207481 1.6511375978589118 2.5270703788846793 1.6525644697248933 1.7191538810729978 2.7742958366870876 2.3227861486375332 1.7056368570774783 12.660946464166036 1.6973593663424251 0.91307295858860005 3.4910636898130178 0.73374425619840877 28.377922474406667 3.1688948050141357 1.5818904191255518
leaf_count=72 41 15 8 115 22 13 5 58 82 150 193 33 100 16 18 37 34 14 43 53 78 35 137 15 7 40 25 1600 50 12
internal_value=0 -0.00147156 0.000655215 -0.00202131 0.000142832 0.00149439 -0.00240082 -0.00040376 -0.000584353 0.0021541 0.00212277 -0.000575645 -0.000255767 -0.00173403 0.000613941 -0.000109731 0.00110877 -0.00113151 -0.000430315 0.000448944 -0.00112729 -0.000687124 -0.00036127 -0.000305447 -0.00271634 -0.000674213 -0.00284041 -0.00292868 0.00198561 -0.000559132
internal_weight=0 76.4702 37.6764 50.4808 27.9262 9.69274 39.934 25.9894 10.5468 8.45765 9.75022 18.2335 16.4625 6.09786 10.3647 23.6078 7.59011 10.2725 7.7279 6.00875 9.24987 16.0177 14.3121 4.22443 4.80983 5.34505 29.6615 29.1117 5.01962 4.35619
internal_count=3121 2430 691 2042 457 171 1867 388 175 158 234 286 264 123 141 316 107 237 122 79 160 209 174 49 107 58 1630 1625 83 65
is_linear=0
shrinkage=0.00315758


Tree=128
num_leaves=31
num_cat=0
split_feature=1 4 457 0 31 2 151 3 16 151 42 4 43 131 13 0 52 50 47 159 2 0 3 2 151 1212 49 16 4 14
split_gain=10.1438 4.48663 3.89509 3.4488 3.42647 3.41901 3.13945 2.22532 2.01246 1.81637 1.80944 1.9664 1.72354 3.10458 2.7594 1.79244 1.70178 1.61861 1.44486 1.42519 1.49116 2.37737 1.31631 1.31627 1.69493 1.20283 1.14185 1.03316 1.45707 1.01549
threshold=0.089770000000000016 0.27044500000000005 0.045365000000000009 -0.060129999999999996 -1.0000000180025095e-35 0.11448000000000001 -0.27559499999999998 0.013900000000000001 -0.25582999999999995 0.056735000000000001 0.092620000000000022 -0.49405499999999997 -0.074359999999999996 0.10033500000000002 -0.117405 -0.10324499999999999 0.10347000000000002 0.11875500000000001 0.12794000000000003 0.092630000000000018 0.10327000000000001 0.10455500000000001 -0.20241999999999996 0.082850000000000021 -0.0038099999999999996 -0.50120999999999993 -0.047584999999999995 -0.061854999999999993 -0.15289999999999995 -0.46885499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 7 -2 12 -3 22 -7 26 11 16 13 15 -14 -6 -5 18 29 20 -13 -22 -1 -9 -25 -24 -4 -10 -29 -8
right_child=1 6 9 10 5 8 17 23 27 -11 -12 19 14 -15 -16 -17 -18 -19 -20 -21 21 -23 25 24 -26 -27 -28 28 -30 -31
leaf_value=0.0016480305921587868 0.0034510221279720403 -0.0028476122959066063 0.0030862680191195901 -0.0032109818039655737 0.00092669774898803087 -0.0029313192275382313 0.00028065668528136589 0.0020152069259252907 0.0028167207897286514 -0.00089273750037576361 -0.0023951786954248965 0.0023977405005642756 0.00078952748489173456 0.0042587096800543187 -0.002660807973741749 -0.001943398818770932 0.00084302663818569491 -0.0011799728431782679 -0.0012652562499089685 -0.0012628076623970887 -0.003029306939029201 0.0023459906228190342 0.0014512577535657645 0.00045819439792754886 -0.00256521229421941 -0.0024474787065458343 0.00024982466788170464 -0.0019258364846952388 0.0017763658940459671 0.0026769368103423735
leaf_weight=0.65847724303603072 1.4633701276034141 1.2313704192638386 4.0750807356089345 2.2098062587901945 2.4402350466698399 0.9977906048297881 1.6032846681773598 1.2958053406327952 2.3795451279729605 1.8666024412959812 2.8845334351062766 4.3104447573423368 2.1764960736036327 0.95458685327321369 11.494784268550573 5.8040342275053272 1.2975134700536726 1.2913202270865429 0.92909641191363412 2.0922814235091209 1.2778971865773203 1.321238614618778 0.63795347325504437 2.815276674926281 3.0497755873948336 30.212611765600741 1.5454713385552166 1.31627350486815 2.3161718044430009 10.811566382646562
leaf_count=7 30 15 76 52 32 8 34 12 46 19 77 31 25 14 334 152 11 14 11 17 38 9 24 24 41 1624 23 21 34 266
internal_value=0 0.000202387 -0.000312027 -0.00151386 -0.000746975 -0.000952572 0.00146131 -0.00196162 0.000764234 0.00150878 -0.000389064 7.35332e-05 -0.00147878 -0.000538424 -0.00211151 -0.00109387 -0.00171122 0.00182385 0.00211454 0.000768913 0.00138414 -0.000296841 -0.00228295 -0.000547708 -0.00111395 -0.00236686 0.00230634 0.00137757 0.000434815 0.00236748
internal_weight=0 54.6971 38.8304 54.0636 31.3433 29.8799 15.8666 38.6699 7.00978 7.48715 15.3937 12.5092 22.8701 9.19886 13.6713 8.24427 3.50732 14.6353 13.3439 9.00186 6.90958 2.59914 31.509 7.16086 5.86505 30.8506 5.62055 6.01199 3.63245 12.4149
internal_count=3121 1154 814 1967 696 666 340 1732 109 118 235 158 557 198 359 184 63 325 311 95 78 47 1655 77 65 1648 99 101 55 300
is_linear=0
shrinkage=0.00280982


Tree=129
num_leaves=31
num_cat=0
split_feature=4 12 9 151 3 43 50 47 52 3 51 15 151 52 457 52 1 16 49 1348 15 15 0 2 1 43 128 0 13 11
split_gain=18.9768 8.57646 5.33051 4.98234 4.1784 3.6693 3.49467 3.21745 3.2058 2.44186 2.119 1.52663 1.47194 1.45308 1.44742 1.38772 1.36331 2.00429 1.10492 0.864694 0.491396 0.497983 1.57729 0.716565 0.781301 0.483291 1.17384 0.626077 0.544895 0.897331
threshold=0.27834500000000006 0.051320000000000005 -0.036024999999999995 -0.27559499999999998 0.30112000000000005 -0.04890499999999999 0.11875500000000001 0.12794000000000003 -0.012164999999999999 0.14121000000000003 -0.092264999999999986 0.15614500000000003 -0.086944999999999981 0.096795000000000006 0.093100000000000002 -0.0092699999999999987 0.111945 -0.54165499999999989 0.10595500000000001 0.084895000000000012 1.0000000180025095e-35 -0.015744999999999999 -0.087319999999999995 0.091055000000000011 0.085110000000000005 -0.17390999999999998 0.085955000000000018 -0.059114999999999994 -0.094514999999999988 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 7 16 10 11 -4 19 -7 -10 18 -6 17 -5 20 25 21 23 -23 -14 -25 26 27 -3 29 -27
right_child=3 9 4 6 15 12 -8 -9 13 -11 -12 -13 14 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 24 -26 28 -28 -29 -30 -31
leaf_value=0.0025173047243163588 -0.0025578889313479952 -0.002284615671468745 -0.00093075255128468866 0.002439938187519758 0.0023833515593309736 1.9056935035312881e-05 -0.0018557612234075965 -0.0019154748214219291 -0.0022268144294956944 -0.00017054747369591334 0.0019220886817686053 -0.00047222052152577474 -0.0025840055224053671 -5.5388383092647539e-06 -0.00043731376883860616 -0.00047166539313993534 0.002328138480715068 -0.00030200623148939862 -0.00075643647752002361 -0.00029147875009969478 -0.0027592647612971273 0.00043971835735549949 -0.0020996979448228009 -0.0024093616813947996 -0.00040848173666642798 -0.0013401607199827353 0.00032323637799992668 -0.00094405512384863974 -0.0021944192396130854 -0.0025567345744134883
leaf_weight=2.2028138376772395 2.0084039494395283 6.1369602158665648 1.8635944798588751 2.3196776919066906 2.208153828978539 2.5868008844554451 1.7225583344697941 1.2584328986704338 3.4073716886341554 3.6481863260269156 4.0231275856494904 3.0693155154585829 7.7714634910225957 2.4958710893988609 3.7445123232901087 1.3371157236397255 8.4922754727303964 2.9786421693861511 3.5054591074585906 1.3437328003346909 4.349908582866191 1.6361461877822874 4.4525932818651226 1.918981019407511 1.8996903672814367 9.5143024139106256 1.328581541776656 2.3593825101852408 81.19970265775919 4.3089835010468951
leaf_count=47 15 100 17 38 44 22 14 10 28 22 83 29 62 20 23 19 228 35 36 23 44 14 56 31 17 124 17 26 1826 51
internal_value=0 -0.00161426 -0.000845666 0.000734136 -0.00100261 -0.00119014 0.00112836 0.00146993 -0.000135975 -0.00195056 0.00101895 -0.00200999 -0.00158017 -0.00128767 -0.00172147 0.00130657 0.00177886 0.000898455 -0.00190978 -0.00205444 -0.00209332 -0.00192946 -0.00141731 -0.00219851 -0.00141398 -0.00207703 -0.00161004 -0.00191235 -0.00212532 -0.00171939
internal_weight=0 162.313 49.4036 18.78 47.2008 43.6555 16.7716 15.049 11.79 112.909 5.88672 109.261 31.8656 5.90324 29.2788 3.54527 13.7906 5.29832 25.5342 106.192 22.0288 17.6789 6.08874 11.5901 3.81867 104.848 9.82492 8.49634 95.023 13.8233
internal_count=3121 2781 563 340 516 453 325 311 148 2218 100 2196 305 48 283 63 301 73 260 2167 224 180 70 110 48 2144 143 126 2001 175
is_linear=0
shrinkage=0.00221173


Tree=130
num_leaves=31
num_cat=0
split_feature=12 16 13 1 14 132 160 47 48 160 13 39 4 457 151 12 484 15 48 51 1 49 4 4 48 1212 52 52 12 16
split_gain=9.41386 4.59667 3.74122 2.93468 3.23436 2.49692 1.9912 1.93114 1.93756 1.92549 1.87963 1.87021 1.60689 1.66402 2.03867 1.50117 1.49892 1.84225 1.61389 1.43836 1.43789 2.02863 1.21526 5.68174 1.21604 1.12965 1.01649 1.65319 0.986649 0.943529
threshold=0.051320000000000005 -0.16927999999999996 -0.004174999999999999 1.0000000180025095e-35 0.057600000000000005 0.087955000000000019 -1.0000000180025095e-35 0.081320000000000017 0.10396500000000002 0.08443500000000001 -0.47860499999999995 0.14059500000000003 0.50996500000000011 0.080930000000000016 -0.089594999999999994 0.091200000000000017 -0.0068949999999999992 0.035560000000000008 0.086260000000000017 0.092545000000000016 0.111945 -1.0000000180025095e-35 -0.083854999999999985 -0.084369999999999987 0.091545000000000015 -0.50120999999999993 0.091275000000000009 0.11434500000000002 0.096210000000000004 -0.029084999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 -1 7 16 -2 -5 -9 15 -3 12 13 22 -15 -8 -4 18 20 -20 21 29 23 24 26 -24 -12 -28 -17 -18
right_child=1 10 5 4 -6 -7 9 8 -10 -11 11 -13 -14 14 -16 28 17 -19 19 -21 -22 -23 25 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0023384691938941101 -0.0027209217899747708 0.00067063252130171902 -0.0027024211035522193 0.0034060816112378598 -0.0044775815713013669 0.0035588604321711769 0.0039164706192453902 -0.0012844167260192079 0.0036334139414177171 -0.0027837281117980071 -0.0033082824161272729 0.0036831666571108816 0.0030860795625650066 -0.0042219740322947024 0.0013859911933053501 -0.0012004400815289994 0.0036799070621827638 -0.0030504616930120583 -0.0022585296788657336 0.0009189215458298536 0.0029342277348326077 -0.00088994814238094774 0.0010707630782179191 0.0091829154019458861 0.0010228248519361714 -0.0032275232961106268 0.001470381204202493 -0.0041718884553921219 0.0015252674629609368 0.00021728426701512422
leaf_weight=1.9032767070457364 2.3938459614291778 2.488558340817689 3.6008369009941879 9.5150695405900425 0.80410085432231504 1.7488413453102101 2.0388601664453727 2.4737326260656132 1.500360297039151 1.5459113810211409 7.7279374096542579 0.58580459840595622 0.60130902379751106 1.0820237044245007 2.5055599715560666 2.3729481585323811 2.1378073152154689 2.6093229260295621 5.301741585135459 2.4183339644223452 2.6740228775888673 7.3999822987243515 0.73166578635573642 0.52336728200315619 1.1398676298558701 27.61449471954257 1.4985022014006975 1.0156809501349924 4.453870901837945 1.6069552209228346
leaf_count=48 66 16 60 292 7 25 24 26 31 43 370 12 10 49 39 26 33 40 64 22 49 108 26 24 15 1468 33 19 60 16
internal_value=0 -0.00172863 0.000325863 0.0016443 0.00217465 -0.00039806 8.69188e-05 0.00257119 0.000572238 0.000732501 -0.00221793 -0.00237758 -0.00245747 -0.00253351 -0.000305384 0.00134563 -0.00064744 -0.000341013 -1.27765e-05 -0.00126318 0.000685784 0.000146302 -0.0027321 -0.00181668 -0.00232246 -0.00311658 -0.00269477 -0.000808986 0.000577833 0.00219402
internal_weight=0 60.3202 45.6944 16.1965 14.2933 29.4978 12.8054 13.4892 3.97409 10.4116 47.5148 45.0262 44.4404 43.8391 3.58758 8.86568 27.749 24.1482 21.5388 7.72008 13.8188 11.1447 40.2515 11.9054 11.382 28.3462 10.2421 2.51418 6.82682 3.74476
internal_count=3121 2300 821 404 356 417 219 349 57 153 2081 2065 2053 2043 88 110 392 332 292 86 206 157 1955 461 437 1494 422 52 86 49
is_linear=0
shrinkage=0.0034143


Tree=131
num_leaves=31
num_cat=0
split_feature=1 12 0 3 4 47 1 47 47 447 4 3 130 2 1446 3 14 1 0 151 1429 2 2 403 0 1375 1 4 151 0
split_gain=16.2494 5.22582 4.03225 3.89682 3.9093 4.62821 3.49713 2.45045 2.48984 2.33259 2.12494 2.08305 2.01573 1.92452 1.74058 1.71213 1.69975 1.58138 1.50983 1.41881 1.54712 1.33794 1.46366 1.30812 1.93657 1.44265 1.15884 0.978157 0.949966 0.951914
threshold=0.094465000000000007 -1.0000000180025095e-35 0.062580000000000011 0.16158000000000003 -0.013125 0.096300000000000011 0.077565000000000009 0.090100000000000013 0.10980000000000002 0.084700000000000011 -0.49405499999999997 0.097915000000000016 -0.0060099999999999989 0.10527500000000002 0.088645000000000015 -0.10519499999999998 -0.46885499999999997 0.07863500000000001 -0.046359999999999991 -0.086654999999999982 0.084770000000000012 0.090310000000000015 0.11411 0.03138500000000001 -0.084269999999999984 -1.0000000180025095e-35 0.11955000000000002 0.060330000000000002 0.15288500000000002 -0.059114999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 6 4 12 16 11 14 -9 13 -4 28 -3 17 -2 -7 -6 -8 21 -19 23 -18 -23 25 -25 -21 -24 -27 29 -1
right_child=1 3 10 -5 5 15 9 8 -10 -11 -12 -13 -14 -15 -16 -17 18 19 -20 20 -22 22 26 24 -26 27 -28 -29 -30 -31
leaf_value=-0.0027359161436109705 0.0027850558547726774 0.0018594840388057559 -0.0016853250423353708 0.0025142980049598887 -0.001701155456291482 0.00085927092770734506 0.0016143281326887805 -0.0022777074676200789 0.0017084933127749448 0.0028677830141540486 0.001121888290499847 0.00010169911506190691 -0.0023789661063395627 0.0028240770786693271 -0.0015585048567419856 -0.0022613725695664485 -0.00064388382565322671 0.00050854886965279059 0.0031251501574903581 -0.00024407335799716851 0.0011420379715867696 0.0028216260473416734 -0.00055351736399884453 -0.0030395253646996203 0.0025328080969453108 -0.002843709412834225 0.0023428932666096983 0.00051166357228137646 0.0007679846706823703 -0.0013632766760029076
leaf_weight=33.988499924540513 10.662670155987144 1.0070051308721293 3.3677044827491045 3.968731401488184 1.6781780272722269 1.8142502494156358 1.3562254980206585 2.0805242471396914 3.2288837283849716 1.1945837177336205 6.1598281934857351 2.6272717788815489 9.0362159684300405 0.92225601524114509 0.80090789124369699 6.5267233662307245 3.4001973550766698 2.4059380423277679 2.9792321454733637 2.3431846555322577 1.337497055530547 3.6655760779976827 3.2186812423169613 0.89094633609056506 1.1583456266671408 12.768805006518942 1.7069069035351274 0.74232590384781438 0.70043591968715091 4.6359811946749749
leaf_count=1435 257 12 34 69 16 16 18 17 39 13 51 17 223 8 8 96 36 30 57 22 21 35 36 20 28 364 20 10 14 99
internal_value=0 0.00041607 -0.00160021 -0.000154338 -0.000456656 0.000145113 -0.00184593 0.00174242 0.000146476 -0.00100741 0.00012962 -0.00234802 -0.00195399 -0.0012009 0.00248159 -0.0015826 0.00101069 -0.00136227 0.00131468 -0.00154876 -0.00180601 0.000864877 0.00146201 -0.00202624 0.000110191 -0.00230239 0.000450201 -0.00265936 -0.00251169 -0.00257116
internal_weight=0 55.7747 76.5998 39.0017 35.033 24.9897 67.0723 16.773 5.30941 25.1201 9.52753 41.9522 10.0432 23.9255 11.4636 8.34097 16.6488 23.0033 14.9706 21.647 19.2411 11.9914 8.59116 17.9036 2.04929 15.8543 4.92559 13.5111 39.3249 38.6245
internal_count=3121 937 2184 616 547 312 2099 321 56 534 85 1565 235 521 265 112 200 513 184 495 465 127 91 444 48 396 56 374 1548 1534
is_linear=0
shrinkage=0.0028416


Tree=132
num_leaves=31
num_cat=0
split_feature=1 4 4 457 31 13 151 150 39 3 4 52 42 132 151 3 50 47 14 13 15 2 12 49 151 13 12 15 15 16
split_gain=8.70708 4.00649 3.72244 3.52786 3.26617 3.65299 2.81685 2.62245 2.84112 2.20422 2.06237 2.02161 1.9651 1.91991 1.82352 1.64704 1.37623 1.28229 1.07383 1.01848 0.982758 1.19742 1.30457 0.980841 0.816898 0.797982 0.784007 1.13438 2.51574 1.08507
threshold=0.08844500000000001 0.27044500000000005 -0.15764999999999998 0.045365000000000009 -1.0000000180025095e-35 -0.092534999999999992 -0.27559499999999998 -0.07848999999999999 0.16946000000000003 -0.20241999999999996 -0.49405499999999997 0.10347000000000002 0.09112000000000002 0.08696000000000001 0.056735000000000001 0.10732000000000001 0.11875500000000001 0.10954500000000002 -0.46885499999999997 -0.42195999999999995 -0.053579999999999996 0.10444500000000002 0.10345000000000001 -0.047584999999999995 0.15288500000000002 -0.084154999999999994 0.084100000000000022 -1.0000000180025095e-35 0.084050000000000014 -0.51370499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 10 4 -2 12 -3 -7 13 -4 11 -1 19 20 23 24 17 18 -8 -6 21 22 25 -5 26 -9 27 -11 -29 -28
right_child=1 6 9 14 5 7 16 8 -10 15 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 29 28 -30 -31
leaf_value=-0.0036834991390386207 0.0038900885231078052 -0.0031949987857040384 0.002099245065228171 0.0033012146577322643 0.00039985157561588601 0.0023255884953501181 0.00027727222405492041 0.00021945868488306959 0.0041431418381151826 -0.0026785324830436892 0.0010295428812686154 0.0006285607747125721 -0.0024564009291112693 0.0010888300499739712 -0.0011121669484110948 0.00035192819715109514 -0.0012479080105526931 -0.00020272364273163154 0.0031661576665250944 0.0033740091680215171 -0.0030672235063760878 0.00032384857124484934 0.00052349622622643649 0.00028805184522685172 0.0010002739324449126 -0.0034512455192372967 0.00029773939390696335 0.0018932124278809271 -0.0033014824522745543 -0.0030696262597362657
leaf_weight=2.530280439183116 1.4166361279785658 1.1773578710854042 1.1789968423545349 4.1158913094550362 2.1131033413112159 1.5981361158192253 1.5558603201061441 0.69532367866486211 0.76709971204399963 6.5260977735742927 6.6332074292004091 2.0050631910562515 1.2435239739716051 1.7479838058352459 1.9481946462765334 2.1730472054332486 1.2350956611335266 1.7906635999679554 8.8771334551274794 2.6960908286273511 10.934771317988622 2.3616851586848497 1.3410788578912614 1.5227262061089275 0.66246351879089971 4.9270064746961131 1.0298164784908248 2.0945969857275473 1.7695201709866522 22.397586321458228
leaf_count=57 31 15 13 78 33 25 34 14 11 195 60 18 23 36 20 14 14 24 253 44 374 35 25 23 15 115 17 39 88 1378
internal_value=0 0.000129526 -0.00173734 -0.000402468 -0.000870798 -0.00109247 0.0015627 -0.00164633 -0.00192504 -0.00221769 -0.000110203 -0.00177715 0.00113783 -0.00213655 0.00156315 -0.00235655 0.0019789 0.00230494 0.00273534 0.0020672 -0.00241483 -0.00164983 -0.00231922 0.0024875 -0.00252725 -0.00299728 -0.00259635 -0.00186299 -0.000485628 -0.0029216
internal_weight=0 54.0654 49.0007 39.4293 31.8424 30.4258 14.6361 24.3731 22.7749 37.8321 11.1686 4.53534 6.05272 22.0078 7.58681 36.6531 13.4588 12.2237 10.433 4.80919 20.2599 9.32509 6.96341 5.63862 34.4801 5.62233 33.8176 10.3902 3.86412 23.4274
internal_count=3121 1227 1894 887 766 735 340 635 610 1759 135 75 100 599 121 1746 325 311 287 77 563 189 154 101 1732 129 1717 322 127 1395
is_linear=0
shrinkage=0.0032076


Tree=133
num_leaves=31
num_cat=0
split_feature=1 12 12 3 39 16 3 0 457 14 3 376 0 48 2 3 38 42 15 0 1 2 133 4 0 3 15 16 1373 0
split_gain=26.5875 7.69047 7.0403 4.75888 4.12175 4.6799 4.08606 3.99397 3.42097 2.50159 2.59244 3.20713 3.90408 2.41802 3.70627 2.09361 2.04012 1.75327 1.74258 1.60952 1.56317 1.50892 1.4244 1.313 1.18274 1.13158 1.10052 1.02612 0.834592 0.828591
threshold=0.099195000000000019 -0.064509999999999984 0.083370000000000014 0.16158000000000003 0.15619500000000003 0.062650000000000025 0.10732000000000001 1.0000000180025095e-35 0.080930000000000016 0.062655000000000016 -0.12018999999999998 0.049360000000000008 -0.13027499999999997 0.11951500000000001 0.11682500000000001 -0.097604999999999983 0.10657000000000001 0.084635000000000016 -0.028889999999999996 -0.10324499999999999 0.086105000000000015 0.089125000000000024 -0.087414999999999979 -0.27825499999999997 0.062580000000000011 -0.0037349999999999996 -0.094549999999999981 0.63636000000000015 0.084905000000000022 -0.053834999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 16 9 4 5 7 15 8 13 10 23 12 18 14 19 17 28 22 20 25 -12 -19 -4 -1 -24 -3 -21 29 -2 -7
right_child=1 3 6 -5 -6 27 -8 -9 -10 -11 11 -13 -14 -15 -16 -17 -18 21 -20 26 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00020016151676068627 0.0020462218050187417 0.00060347599525524098 0.00055604519539123902 0.0016510754673149601 0.0023956026390442508 -0.0010070020574614621 0.00041220680629774475 0.0019114724807778327 0.0015641694677853203 -0.0021193271558623307 -0.0017672109076861556 0.0010647983660092134 -0.0016603024456262844 -0.0018822460104648839 0.0016546933373850273 -0.0018116123579903791 -0.00021451195500365924 0.00086197391039343038 0.0013275341611440144 -0.00040209925700274618 8.0528451933233931e-05 -0.0012452454938137244 -0.0021400768036840818 0.001553065488878746 -0.00050225840789230283 -0.00092109410537554207 -0.0022241339263869538 0.00011139025378766892 0.00027285610865455728 -0.0021706991152927423
leaf_weight=2.7959685623645782 11.507139854133127 3.864765003323555 1.1165903639048327 5.6529492177069178 2.0706118680536738 3.8607516158372155 3.7408032715320578 3.6501196920871726 3.2690616883337489 3.088478058576583 2.393923107534647 3.6306268051266661 11.112926213070748 3.9258977472782126 3.1103212982416144 53.276142129674554 1.9188746809959401 2.7630608752369872 2.5714033059775883 1.9962697178125379 5.4809628985822201 2.2385208979249001 6.472755288705228 3.5008579492568996 2.1334306262433529 3.2713648788630962 3.0487929750233977 1.3369234669953574 1.054255861788987 5.2608974091708651
leaf_count=19 229 30 14 83 23 54 18 48 34 48 27 38 189 38 38 1660 18 28 20 16 38 28 130 28 20 25 48 25 11 96
internal_value=0 0.000410557 -0.00118807 1.62041e-05 -0.000222815 -0.000370969 -0.00152886 6.05675e-05 -0.000239881 -0.00048094 -0.000320233 -0.00059391 -0.000873241 -0.000546767 -0.0002039 -0.00163564 0.00161752 -0.000998935 -3.59523e-05 -0.000678469 -0.000481174 -8.11387e-05 -0.00147107 0.000774583 -0.00173407 -9.54217e-05 -0.00150318 -0.0014494 0.00189739 -0.00167816
internal_weight=0 58.799 106.316 44.3187 38.6658 36.5952 71.7413 26.1366 22.4865 34.5751 31.4867 25.1898 21.5592 19.2174 15.2915 68.0005 14.4803 14.7244 10.4463 12.1812 7.87489 5.00158 9.72278 6.29683 8.60619 7.13613 5.04506 10.4586 12.5614 9.12165
internal_count=3121 816 2305 558 475 452 1898 277 229 407 359 312 274 195 157 1880 258 220 85 119 65 56 164 47 150 55 64 175 240 150
is_linear=0
shrinkage=0.00190765


Tree=134
num_leaves=31
num_cat=0
split_feature=12 16 43 3 43 52 3 1 3 160 52 41 52 484 15 147 49 160 133 12 481 1212 1 402 2 457 448 12 12 39
split_gain=8.28445 4.02179 3.28176 3.37984 2.16197 1.79401 1.7862 2.01185 1.91413 1.78417 1.6292 1.55308 1.54535 2.10238 1.85423 1.42998 1.39453 1.31579 1.42733 1.30837 1.27208 1.11746 1.07673 1.06433 1.01261 0.971216 0.936528 0.754776 1.16634 0.727794
threshold=0.051320000000000005 -0.16927999999999996 -0.04890499999999999 0.31299000000000005 -0.40263499999999991 0.26521500000000003 0.097915000000000016 0.12577000000000002 -0.097604999999999983 -1.0000000180025095e-35 -0.085984999999999992 0.078475000000000017 -0.22660999999999995 -1.0000000180025095e-35 0.079055000000000014 0.089025000000000007 -0.42399999999999993 0.081905000000000019 -1.0000000180025095e-35 0.092465000000000006 -0.0079799999999999992 -0.50120999999999993 1.0000000180025095e-35 -0.50169499999999989 0.10855000000000002 -0.067164999999999989 -0.070544999999999983 0.098330000000000015 0.11903500000000002 0.11925000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 4 10 -1 22 7 8 11 -2 24 12 -3 -14 -15 20 -10 18 -11 -20 -12 -18 -6 -23 -4 -22 -24 -21 -29 -5
right_child=1 6 3 29 5 -7 -8 -9 16 17 15 -13 13 14 -16 -17 21 -19 19 27 25 23 26 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00097470402874747842 -0.0024482203394553957 -0.0032679608349345966 -0.0033395818603800457 0.0033233600458009859 0.00018928928387278437 -0.0022607603080053553 0.00024029848122703945 0.00095165366509561541 0.0025594531146069044 -0.0011746187223743724 -0.0034044842413800637 -0.0036409028978992182 -0.0034124374416176942 0.0016556368576965148 -0.0023088627175939318 0.0022377464787549958 0.00096862816618737855 -0.0018534073450976007 0.004109926963976507 -0.00099438512090102354 -0.0025929857653131097 0.00084651206400564465 -0.00035043734514206715 -0.0031013381829859805 -0.00039960151171327714 -7.3023485449576542e-05 0.0034064366917779484 0.0037220684652077085 -0.00013422969638246125 -0.00031676649587184999
leaf_weight=2.5707019586116067 2.2979910541325799 1.9286417178809632 3.2038048952817944 2.8843001667410131 1.5273390170186729 0.81193753331899721 3.3766846396028987 1.9855026528239239 0.47935697436332958 1.9953679479658584 1.4303038492798936 2.2481209654361001 1.5531395832076658 4.8329148450866271 1.5596821000799534 2.0558265391737214 0.73224701918662205 1.7526992736384261 1.8728364482522009 1.3673986215144394 1.6854937672615182 0.70188801083714736 0.72682860493659518 24.779741931706663 1.8454142892733214 16.427547972649322 7.5764747625216868 1.5895550586283209 1.5466479696333406 0.67803230136632908
leaf_count=32 66 91 86 97 17 10 22 31 4 29 31 51 48 66 55 42 26 45 18 17 19 22 10 1665 25 220 223 26 18 9
internal_value=0 -0.00152258 0.000313118 -0.000261665 0.0016273 0.00225581 -0.00196946 -0.00215234 -0.00231111 6.66594e-05 -0.00064829 -0.00126933 -0.000729388 -0.000113209 0.000688368 -0.000270338 -0.00278423 0.00063747 0.00115895 0.00188919 -0.000534172 -0.00288194 0.00262884 -0.0029926 -0.00226506 -0.000307516 0.00307758 0.000965695 0.0018203 0.00263052
internal_weight=0 56.6004 43.424 30.2107 13.2133 10.6426 44.1779 40.8012 38.8157 12.4225 26.6484 12.1225 9.87438 7.94574 6.3926 21.5992 26.6932 10.1245 8.37181 6.37644 19.5433 26.2139 9.83064 25.4816 5.04922 18.113 8.3033 4.5036 3.1362 3.56233
internal_count=3121 2300 821 529 292 260 2081 2059 2028 219 423 311 260 169 121 312 1717 153 108 79 270 1713 250 1687 111 239 233 61 44 106
is_linear=0
shrinkage=0.00316148


Tree=135
num_leaves=31
num_cat=0
split_feature=12 4 13 1 3 15 132 14 3 11 484 15 48 4 13 15 47 47 48 51 13 52 41 13 1 48 150 48 15 2
split_gain=17.1037 7.24036 6.2644 4.20894 3.47063 3.09448 3.0281 2.93138 2.149 2.00138 1.93494 2.11759 2.14483 1.997 1.88939 2.03978 1.81449 1.77164 2.19545 1.62579 1.61206 1.86939 1.72894 2.37011 1.55034 1.65986 1.48907 1.32812 1.249 1.00719
threshold=0.051320000000000005 0.36766000000000004 -0.0044799999999999987 1.0000000180025095e-35 0.14121000000000003 0.15614500000000003 0.087955000000000019 0.019675000000000002 -0.097604999999999983 0.087830000000000005 -0.0068949999999999992 0.035560000000000008 0.086260000000000017 -0.42529999999999996 -0.094514999999999988 0.090455000000000021 0.092710000000000015 0.081320000000000017 0.10396500000000002 -0.076794999999999988 -0.13710499999999998 -0.15275999999999998 0.078475000000000017 -0.0082249999999999979 0.10471500000000002 0.084170000000000009 -1.0000000180025095e-35 0.092475000000000016 -0.013104999999999999 0.11263500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 5 8 10 17 20 -3 -4 12 13 -12 15 -10 19 -5 -19 28 -2 -22 23 -23 25 -25 -14 -28 -15 -29
right_child=1 9 6 7 -6 -7 -8 -9 14 -11 11 -13 26 16 -16 -17 -18 18 -20 -21 21 22 -24 24 -26 -27 27 29 -30 -31
leaf_value=-0.0014779164814331617 -0.0025111080288353739 0.0022984210594139336 -0.0017507424792804298 0.0022223657480057711 0.00059253914563116858 0.00077107169584102783 0.0022399931022366072 -0.0021311251775843151 -0.0012814385064303516 -0.00014997885697732007 -0.0012400249764597765 -0.0019100165175289651 -0.002578839779743615 -0.0013388106217187613 -0.0020370621253114275 0.0022326137494527365 -0.0011498667759302908 -0.00057987296957933766 0.0023679551377249644 0.0016662879312647116 -0.0022794982502739782 0.0014004237770848019 -0.0023923216489447063 -0.0018121917401155755 0.0016699330668323402 0.0007853379893004315 -0.0015429383334739145 0.0013915928835238252 0.001253281056957177 -0.00074197333777691076
leaf_weight=2.3338806517422226 2.8229039292782572 2.93805868923664 4.312296198680996 12.969302954152232 3.772400274872779 2.6105978265404692 2.1793922856450072 0.93548437580466171 4.6226035561412564 3.3629623576998711 2.6450005266815468 3.0061315968632689 1.8416427522897718 1.8252561129629614 41.742316666990519 0.93232001923024643 1.8929613642394549 2.7629218809306613 2.0800079815089703 8.1802095305174536 2.9602802712470302 3.5703785344958296 1.7064808346331126 4.6696096789091781 1.0570731945335863 1.5353919994086025 2.7975353989750129 2.2074891701340675 1.6737373843789161 1.9636449217796323
leaf_count=46 50 43 60 288 22 29 26 9 102 36 38 40 16 28 1711 15 18 26 31 111 93 31 29 116 7 16 31 22 13 18
internal_value=0 -0.00123605 0.000335758 0.00126664 -0.001431 -0.00154288 -0.000232652 0.00160831 -0.00163494 0.000991668 -0.000399253 -0.000191359 1.50748e-05 0.000482702 -0.00187905 -0.000691652 0.000818434 0.0018047 0.000686201 0.00113746 -0.00100481 -0.000730459 -0.000364751 -4.53399e-05 -0.000756145 -0.00116945 -0.000845688 -0.000387659 -9.88881e-05 0.000387174
internal_weight=0 78.3034 55.6069 21.0816 72.0024 68.23 34.5253 18.7477 65.6194 6.30102 32.3459 28.0336 25.0275 16.2172 47.2972 5.55492 13.5722 17.8122 4.84293 11.6792 18.3221 15.4992 12.5389 10.8325 7.26207 6.205 8.81031 6.96867 3.49899 4.17113
internal_count=3121 2300 821 400 2221 2199 421 354 2170 79 395 335 295 208 1828 117 170 345 57 152 342 292 199 170 139 132 87 71 41 40
is_linear=0
shrinkage=0.00216722


Tree=136
num_leaves=31
num_cat=0
split_feature=1 12 3 4 0 0 47 52 457 42 4 14 49 130 47 48 48 1 4 12 3 52 151 3 16 3 49 3 11 457
split_gain=24.1315 7.81733 5.29686 5.44783 5.1777 4.61632 4.04185 3.10672 2.9596 2.90531 3.94862 2.62429 3.38273 2.54388 2.396 3.08911 2.1321 2.29729 1.87501 1.74566 1.82585 1.65195 1.58873 1.54274 1.52782 1.34017 1.23045 1.06598 0.970597 0.902634
threshold=0.094465000000000007 -1.0000000180025095e-35 0.16158000000000003 0.23246000000000003 -0.060129999999999996 -0.10096999999999999 0.12119500000000001 0.13796000000000003 0.080930000000000016 0.092620000000000022 -0.49405499999999997 0.062655000000000016 0.082865000000000008 -0.011824999999999999 0.090100000000000013 0.11280000000000003 0.086260000000000017 1.0000000180025095e-35 0.0061450000000000003 0.092355000000000007 0.090900000000000009 0.10347000000000002 0.11265500000000002 0.11924500000000002 -0.07550999999999998 -0.055119999999999995 0.40762500000000007 -0.14186499999999996 0.087830000000000005 0.09061000000000001
decision_type=2 2 2 2 2 2 2 2 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 14 3 8 5 11 7 23 13 10 21 12 16 -3 22 -16 17 25 -18 27 -21 -6 -2 28 -19 -1 -15 -12 -5 -7
right_child=1 2 -4 6 9 29 -8 -9 -10 -11 19 -13 -14 26 15 -17 18 24 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0020862838880565571 0.0019562093087415406 0.0011132455215731234 0.0018094138273932947 0.0017287987179387136 -0.0022161194218935183 -0.0018513518217628119 -0.0020269468462465264 -0.0014337725400302395 0.00066443093329631342 -0.0018152215968850461 0.0023469292628000358 -0.0021275911396412893 -0.0021252137139212042 -0.0016273716904967382 -0.00075137612595128239 0.0021343137342078279 -0.0023012712207688079 0.0022076058343228119 0.00015450416347661711 -0.0016575418246222134 0.0010282825257701468 0.00021149985058638331 -0.00048106565222996402 -0.0004448134975874559 0.00036060397813237672 0.00037729227663849476 0.00037871171213684136 0.00072474993045195117 0.00043348583307174532 -0.00065551208169972557
leaf_weight=1.6825224850326779 12.950713947415354 1.5450152494013369 4.7646038606762877 8.6819402500987071 3.3479120749980256 48.005249695852399 2.1910070776939383 2.0582140311598769 3.4881824739277354 4.1202778145670882 2.1396879702806508 4.2069471534341565 3.5887630246579638 16.650520648807291 3.844010140746831 2.2102997340261936 2.4265586398541918 2.8087793029844788 2.2824622001498938 2.0845388956367974 1.771028399467468 1.551972910761833 1.097499094903468 2.0062235780060282 4.2697033695876572 1.6590050123632005 1.2429945673793543 5.3998391032218898 2.9259146302938452 2.5128139294683924
leaf_count=35 251 18 69 100 58 1582 20 16 27 77 17 77 77 308 26 30 23 19 20 36 9 11 14 18 34 16 10 40 30 53
internal_value=0 0.00031469 -0.000131136 -0.000357808 -0.00122253 -0.00146338 0.000447465 0.000793391 -0.000985236 -0.000356068 1.28877e-05 -0.000739507 -0.000427526 -0.00128126 0.00132498 0.000302128 -2.48172e-05 0.000466032 -0.00111096 0.000640726 -0.000423827 -0.0014472 0.0017658 0.0011301 0.0010935 -0.000863165 -0.00148802 0.00118512 0.0014023 -0.00179187
internal_weight=0 65.6571 45.5546 40.79 93.8581 73.4428 17.8633 15.6723 22.9267 20.4153 16.295 22.9247 18.7178 19.4385 20.1025 6.05431 15.129 10.42 4.70902 11.3951 3.85557 4.89988 14.0482 13.6141 7.07848 3.34153 17.8935 7.53953 11.6079 50.5181
internal_count=3121 937 616 547 2184 1936 184 164 363 248 171 301 224 336 321 56 147 104 43 102 45 69 265 148 53 51 318 57 130 1635
is_linear=0
shrinkage=0.00194499


Tree=137
num_leaves=31
num_cat=0
split_feature=1 12 12 52 3 47 50 3 3 38 2 15 160 48 39 52 123 3 484 158 1 43 2 4 3 4 16 13 43 16
split_gain=22.6442 6.47319 6.28576 4.29814 4.25715 3.98479 4.06279 2.35926 2.35819 1.89993 1.87289 2.36791 1.90514 2.81192 1.84119 1.71741 1.67673 1.62503 1.5744 1.34637 1.33518 1.76587 1.30479 1.2983 2.06683 1.16908 1.41018 1.08008 0.927774 0.891102
threshold=0.099195000000000019 0.079890000000000017 -0.064509999999999984 -0.43320999999999993 0.097915000000000016 0.10019500000000002 0.10965000000000001 -0.15121499999999996 -0.12018999999999998 0.10657000000000001 0.14285500000000004 0.035560000000000008 -0.079279999999999975 0.12474000000000002 0.094675000000000009 0.19022000000000003 1.0000000180025095e-35 -0.14847999999999997 0.08660000000000001 0.085620000000000016 0.14000500000000002 -0.072864999999999985 0.094835000000000017 0.0061450000000000003 0.013900000000000001 -0.0016099999999999997 -0.024819999999999998 -0.0034749999999999994 -0.51144999999999985 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 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 8 6 10 -1 17 -2 11 12 -5 19 15 16 18 -3 23 -14 21 -7 -18 25 -25 26 -9 -19 -10 -13
right_child=2 4 3 5 -6 20 -8 14 28 -11 -12 29 13 -15 -16 -17 22 27 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0011872457814783596 0.002176690348203697 -0.0016459588677137642 -0.0022842178472383804 -0.00031627300574706911 0.00055698792850493006 0.0001752866744170882 -0.0021598677088491402 0.00039149672201960558 3.3610220455963507e-05 -0.00022188670948069126 0.002429793409360774 0.00029145850487590706 0.0021759741807076361 -0.0012169624226572857 -0.0024263704506183826 -0.002469617129231016 -0.00049449070282806169 0.00099045079544033158 0.0011310763001404324 -3.1826519101788616e-05 0.00062619232288895149 -0.0019401322850645024 0.0017596250789029483 -0.0016357675562045438 0.0013614278819927817 -0.0025656351082405725 -0.0019377032823555548 -0.0011237115999235797 -0.002016905021714407 -0.0017394827265293283
leaf_weight=3.9882772825658348 11.337639603763817 5.4051254317164421 3.3807391971349707 3.5178700126707652 4.0060811713337889 2.8916750997304908 2.1235534604638806 2.429974963888534 1.0916790515184391 1.8622248582541931 3.8174218870699397 2.086479052901268 10.091731686145069 1.6134964302182186 2.5045639909803858 1.8345275223255146 2.1058285571634761 2.8159503564238548 2.115291714668273 1.542285107076167 2.4302887469530097 5.6371864397078744 3.0383102707564831 2.015537666156888 2.4923774637281895 2.9174258112907419 2.6125112771987915 2.0028344057500345 50.856124304234982 2.0990602858364573
leaf_count=30 240 94 106 35 20 33 32 20 14 18 62 17 139 9 42 29 26 20 25 14 18 69 30 29 19 30 47 28 1802 24
internal_value=0 -0.00126641 0.000516513 9.33589e-05 -0.00164197 0.000305717 0.000761563 -0.000380498 -0.00178366 0.0018383 0.00101204 0.000753711 0.00112339 0.00150569 -0.000640305 -0.00043284 -0.000243431 -0.000817511 -0.000624503 0.00188329 -0.000812854 -0.00122291 0.00083687 -0.000922354 2.13493e-05 -0.0014568 -0.000815261 0.00011174 -0.00197381 -0.000727064
internal_weight=0 94.2324 54.4317 41.2318 66.1778 37.851 26.8919 28.0546 62.1717 13.1999 24.7683 20.9509 16.7654 13.2475 24.0663 21.5618 19.7273 10.2239 14.5831 11.634 10.9592 8.52886 5.14414 12.4678 4.50792 7.95991 5.04249 4.81878 51.9478 4.18554
internal_count=3121 2305 816 558 1978 452 332 327 1958 258 300 238 197 162 297 255 226 142 170 153 120 102 56 145 48 97 67 48 1816 41
is_linear=0
shrinkage=0.00220078


Tree=138
num_leaves=31
num_cat=0
split_feature=1 12 0 1 150 4 151 2 42 4 1429 47 48 3 4 52 16 159 12 132 1446 1 2 448 15 160 3 3 47 4
split_gain=14.9019 5.25835 4.05809 3.90619 3.72061 3.23108 2.79091 2.66833 2.5941 3.20634 2.40526 2.17676 2.36756 2.00787 1.9407 1.92235 1.87811 1.63858 2.28357 1.5279 1.4689 1.39967 1.39005 1.2289 1.7161 1.09474 1.76903 1.07091 0.981151 0.96877
threshold=0.094465000000000007 -1.0000000180025095e-35 -0.060129999999999996 0.077565000000000009 0.081835000000000019 0.23246000000000003 -0.0096649999999999982 0.11448000000000001 0.092620000000000022 -0.49405499999999997 0.084690000000000015 0.090100000000000013 0.10396500000000002 0.11296500000000002 0.076415000000000025 0.10347000000000002 -0.087989999999999985 0.092630000000000018 0.092355000000000007 0.084605000000000014 0.088645000000000015 0.12500000000000003 0.089885000000000007 -0.013069999999999998 -0.074054999999999996 0.083670000000000008 -0.078934999999999991 0.090900000000000009 0.10621500000000002 -0.0039549999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 3 13 5 7 -7 29 9 15 14 20 -13 -1 16 -4 22 18 -11 27 -2 -8 25 -6 -25 26 -5 -18 -9 -3
right_child=1 4 8 10 23 6 21 28 -10 17 -12 12 -14 -15 -16 -17 19 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0025348741972722713 0.0026402544964539395 -0.0027526187514145912 -0.0030952828607589142 -0.0020899228025093421 0.0030348395941554749 -0.002377150816127562 0.00034745857126557654 0.0014008512944450994 -0.0024768380314871487 0.0026107251318751397 0.0024347573462984631 -0.0012880307848848985 0.0024201756861417793 0.00048504141130722539 0.0015058393462627751 0.0008006005008178201 -0.0026397693460219127 -0.0010594048663886192 -0.00041513113777707643 0.0016063419616844179 -0.0012384381045057818 0.0025422976528114809 0.001354904223478908 0.0019423405709680583 -0.00089557767948237092 -0.0031255014415265746 0.0023344471329040223 0.00030518436698098435 -0.0011641622014457798 -0.0011621996825212195
leaf_weight=33.567637225612998 10.089155584573746 7.0193171557039031 2.868512600660325 1.5554067529737947 2.3709252029657364 2.2158796638250342 7.6310818027704936 2.6153464429080477 3.4252736289054146 5.122109541669488 1.4505619592964638 3.0511067733168593 2.1360707730054855 1.6873894073069085 1.7984314039349545 1.363606348633766 9.6375335641205293 2.2868429236114025 2.8232567738741636 0.75754470005631525 0.76665209606289941 2.9360148273408413 2.3940098881721497 3.725310143083334 2.6689312011003476 1.4477055165916679 1.1449071224778955 0.99402059614658433 1.8637399189174173 4.6440194658935114
leaf_count=1448 257 203 58 52 38 21 77 35 77 43 15 23 33 9 20 11 308 19 40 16 8 50 20 57 32 17 21 10 20 83
internal_value=0 0.000383237 -0.00148409 -0.00183948 -0.000168094 -0.000635308 0.000379272 -0.00143874 -0.000362965 0.000137618 -0.000922555 0.00167851 0.000239002 -0.00239033 -0.00116939 -0.00184001 -0.00143771 0.000955581 0.00153554 -0.00210031 0.00236634 0.000957284 -0.000284179 0.00137373 0.000757805 -0.00123017 -0.000214032 -0.00236442 0.000333554 -0.00211936
internal_weight=0 53.7336 74.3247 56.4351 37.6906 28.9254 12.783 16.1424 17.8896 14.4643 21.1801 16.043 5.18718 35.255 19.7296 4.23212 17.9311 10.2322 7.94537 11.3891 10.8558 10.5671 6.54203 8.76517 6.39424 4.14802 2.70031 10.6316 4.47909 11.6633
internal_count=3121 937 2184 1936 616 489 148 341 248 171 479 321 56 1457 464 69 444 102 83 334 265 127 110 127 89 90 73 318 55 286
is_linear=0
shrinkage=0.00270137


Tree=139
num_leaves=31
num_cat=0
split_feature=12 4 13 1 14 3 132 15 3 13 15 47 48 11 13 52 41 13 52 150 484 4 1 48 1374 457 0 402 0 0
split_gain=9.02599 4.48274 3.34737 2.69983 3.10064 2.59774 2.15182 2.12205 1.75453 1.80568 2.36094 1.73361 1.78629 1.70402 1.52767 1.58147 1.47951 1.81171 1.42779 1.55928 1.48332 1.46812 1.15148 1.24324 0.909442 1.6856 1.17825 0.90178 0.801828 1.27271
threshold=0.051320000000000005 0.36766000000000004 -0.0044799999999999987 1.0000000180025095e-35 0.082295000000000021 0.14121000000000003 0.087955000000000019 0.15614500000000003 -0.097604999999999983 -0.094514999999999988 0.090455000000000021 0.081320000000000017 0.10396500000000002 0.087830000000000005 -0.13710499999999998 -0.15275999999999998 0.078475000000000017 -0.0082249999999999979 -0.0064899999999999992 0.081835000000000019 -0.0068949999999999992 -0.04890499999999999 0.10471500000000002 0.084170000000000009 -0.094929999999999987 0.082380000000000009 -0.15202999999999997 -0.50169499999999989 -0.23811499999999999 -0.14454499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 -1 11 7 18 8 14 10 -10 -5 -13 -3 -2 -16 17 -17 20 28 -4 -22 23 -19 -23 26 -26 -11 -20 -30
right_child=1 13 6 4 -6 -7 -8 -9 9 27 -12 12 -14 -15 15 16 -18 22 19 -21 21 24 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0019175556239283361 -0.0035177637509777619 0.0031434948076956592 -0.003416259494941374 0.0030011925290290742 -0.0041103339397398873 0.00078294044193833519 0.003035743692238762 0.0009637211638863709 -0.0016809095165763051 0.00053366964914579827 0.0040134842720719616 -0.00099807171911318491 0.0032197855888769157 -0.0003623893332499023 -0.0031555450593900225 0.002018398763839524 -0.0032991844078617463 -0.0023327655591359069 -0.0016569487580363675 0.0025920982926352595 -0.0028347573227746141 -0.0016203101770065184 0.0021513425669459859 0.0011424531009603795 -0.0021416749749481809 0.0030068984068780018 0.0010693845442764345 -0.0027995422052263215 0.0019958724992069922 -0.0004942914359329577
leaf_weight=1.9073201250284899 2.1703661652281871 2.3303214721381655 2.2845317320898166 9.0641402518376655 0.73830561339855272 3.5155367255210868 1.6972085945308197 2.2507451847195616 3.673143582418553 0.76549260038882749 0.81706858798861492 2.4467906877398504 1.4788298085331915 2.8041025567799807 2.1072515789419404 3.1391489719971988 1.2992205396294583 3.6396130779758105 2.7922092713415614 2.1057785376906386 2.3892415277659884 2.6675456985831243 0.98983794450759877 1.2764082849025724 2.0937104467302539 1.7500096447765825 2.1023392491042672 27.968797676265247 2.5997763257473698 6.8448358252644566
leaf_count=46 50 43 41 291 6 22 26 29 102 24 15 26 31 36 93 31 29 116 39 42 62 17 7 16 20 19 35 1687 28 92
internal_value=0 -0.0014757 0.000327978 0.00146019 0.00192948 -0.0017347 -0.000275644 -0.00191138 -0.00204663 -0.00243153 -0.00064472 0.00227276 0.000590847 0.0012288 -0.00117204 -0.000763161 -0.000275802 0.000158475 -0.00047905 0.00018388 -0.00119463 -0.000733347 -0.000830133 -0.00143045 -0.000150458 0.000508953 -0.000532844 -0.00271074 -0.000230539 0.000191165
internal_weight=0 58.7471 44.9626 15.6354 13.7281 53.6126 29.3272 50.0971 47.8463 33.2245 4.49021 12.9898 3.92562 5.13442 14.6218 12.4515 10.3442 9.04501 27.63 14.3426 13.2874 11.0028 5.90586 4.91602 8.61361 5.94606 4.19605 28.7343 12.2368 9.44461
internal_count=3121 2300 821 400 354 2221 421 2199 2170 1828 117 348 57 79 342 292 199 170 395 201 194 153 139 132 91 74 55 1711 159 120
is_linear=0
shrinkage=0.00302984


Tree=140
num_leaves=31
num_cat=0
split_feature=1 12 12 124 3 3 15 39 3 47 4 484 52 52 1429 42 48 50 160 16 0 132 151 1 49 43 1212 0 42 2
split_gain=8.06393 3.14946 2.74565 2.39881 2.32767 2.09931 1.97243 1.97079 2.21602 1.87979 1.86149 1.6055 1.54079 1.61927 1.81754 1.32028 1.97442 2.64655 1.37161 1.29348 1.23785 1.32751 1.61347 1.35342 1.02223 1.0134 1.15636 0.996992 1.21809 1.11377
threshold=0.10089500000000001 0.084100000000000022 -0.064509999999999984 -0.51664499999999991 0.10732000000000001 -0.097604999999999983 0.084050000000000014 0.15619500000000003 0.31299000000000005 0.086785000000000015 -0.036839999999999991 -0.0068949999999999992 0.19022000000000003 0.077655000000000016 0.084990000000000024 -0.098769999999999983 0.12879500000000002 0.11375500000000001 -0.079279999999999975 -0.5048999999999999 -0.23091999999999999 0.082230000000000011 -0.085604999999999987 0.094385000000000011 -0.49452999999999997 -0.17390999999999998 -0.50120999999999993 -0.077999999999999986 0.084635000000000016 0.092120000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -2 5 19 11 8 9 10 -4 -1 13 14 20 -12 17 18 -17 -3 -13 22 -22 -24 -7 -26 -27 -21 29 -29
right_child=2 4 7 -5 -6 24 -8 -9 -10 -11 15 12 -14 -15 -16 16 -18 -19 -20 27 21 -23 23 -25 25 26 -28 28 -30 -31
leaf_value=-0.0025934370160490788 -0.0046069711802447216 0.0034485686346772911 -0.0017470134441987407 0.0026022048387102882 0.00049294563344230301 0.0013825505073866791 -0.0032238723000090229 0.0036372380197423793 0.0032340635524536897 -0.0015125353565596923 -0.0021255775491713608 0.0019278471693261795 -0.00346245471224865 0.0021001872537470042 0.0030179419255293213 -0.00010797100377377993 -0.0025914513568911892 -0.0029102377047533321 0.0028154211216134448 -0.002731946647269873 0.0014561939437650177 0.0021908868408422339 -0.0023151974612986796 0.0004675396159759727 0.00087833296749944797 0.00094622888316355045 -0.0030409438064714998 -0.0037514582276164414 0.0012613101236580979 -0.00028716873898480664
leaf_weight=2.5245345598086777 0.47650982625782479 0.60131752490997215 3.5011280942708334 7.1567250015214077 3.452401638031005 0.58139543607830901 2.3753387266769996 1.4087331239134062 1.763319008052348 9.0098270168527943 1.3226352818310321 1.7507151626050586 1.1539697125554074 3.6739546796306959 1.5482203736901272 1.995269522070888 1.2132891044020659 1.1163489874452341 7.0163516551256091 2.996089555323123 1.8751376336440539 1.2467085979878909 7.5872201398014862 2.1772477151826024 0.70481850486248987 0.72783047705889359 21.565877616405487 1.4581525679677718 2.2754095587879419 2.3396036326885223
leaf_count=86 4 8 100 248 18 5 106 25 60 147 11 11 23 51 20 25 8 21 131 120 48 15 150 32 25 25 1501 30 27 40
internal_value=0 -0.00135227 0.000495956 0.00215217 -0.00193856 -0.00219102 -0.000521862 4.9972e-05 -0.000137624 -0.000373787 0.000260912 -0.000249185 3.24546e-05 0.000235535 -0.00018773 0.000816034 0.00115909 0.00160839 0.00216815 -0.000970318 -0.000526807 -0.000860293 -0.0011871 -0.00169471 -0.00269166 -0.00279465 -0.00291077 -0.0012633 -0.000538774 -0.00161729
internal_weight=0 62.6159 35.9801 7.63323 36.7029 33.2505 25.913 28.3469 26.9382 25.1748 16.165 23.5377 21.0132 19.8592 16.1852 12.6639 11.3413 10.128 9.01162 9.67057 14.637 12.8863 11.6396 9.76447 23.5799 22.9985 22.2937 9.06926 6.07317 3.79776
internal_count=3121 2341 780 252 1799 1781 542 528 503 443 296 436 350 327 276 196 185 177 156 225 256 245 230 182 1556 1551 1526 217 97 70
is_linear=0
shrinkage=0.00311119


Tree=141
num_leaves=31
num_cat=0
split_feature=1 484 52 42 42 52 2 1446 123 51 43 4 52 1 48 128 4 43 50 376 0 43 1 133 474 13 47 47 151 13
split_gain=6.99631 2.87522 2.7931 2.75865 3.16463 3.14834 3.20952 2.39608 2.37355 2.28825 2.24606 2.12556 1.92993 1.87927 2.17779 2.01731 2.14944 1.86825 1.81057 1.65055 1.57373 1.55933 1.42831 1.42724 1.65536 1.60473 1.3489 1.26249 1.20604 1.2269
threshold=0.094385000000000011 -0.0068949999999999992 -0.43320999999999993 -1.0000000180025095e-35 0.091735000000000025 0.11434500000000002 0.088850000000000012 0.091555000000000011 1.0000000180025095e-35 0.08955500000000001 -0.40263499999999991 -0.083854999999999985 -0.15275999999999998 0.14000500000000002 0.12649500000000002 0.086435000000000012 -0.036839999999999991 -0.20207499999999998 0.11610000000000001 0.091135000000000008 -0.23051499999999997 -0.072534999999999988 0.090405000000000013 -0.16927999999999996 0.084660000000000027 -1.0000000180025095e-35 0.087885000000000019 0.13206500000000002 -0.08236499999999998 0.40528500000000006
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 8 10 12 -4 21 -8 14 15 16 -12 -7 26 22 -13 -5 -3 -22 -25 -26 -18 -10 -6 -30
right_child=2 3 7 4 28 17 9 -9 27 -11 13 20 -14 -15 -16 -17 18 -19 -20 -21 23 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=-0.0033964892707663403 -0.0033035775641087903 -0.0030826259111443044 -0.0037116295944792477 0.0050446454547989194 0.0015282286914770503 0.004520362414895264 -0.0017166243712959184 -0.0035067924226642399 0.0028617584462713504 -0.0025833139144620081 -0.0019496022657390379 0.0041062589525894914 0.0022694506042469768 0.0025991337322636737 -0.0022177980596856566 -0.0023999217869246775 0.0022375778292645053 -0.0036185993096914349 -0.0023125494766738286 0.0027617973603733257 0.00349150769764927 -0.00086854510037185533 0.0013991894606011463 -0.0030538089612974482 -0.0025744161436505116 0.0042564058874512579 0.00019421088389024826 -0.0020635274422152908 -0.0034520224272142153 0.0020493645746064992
leaf_weight=6.7995386430993667 2.0761190922930828 10.496703004464502 1.3780295290052915 0.92211566492915154 0.65897422470152367 0.32077006995677981 1.4427590714767564 1.4661997752264131 6.1587684266269198 1.4035020545124997 2.4319931138306954 0.4564672186970683 10.237745705060659 3.8636986445635548 3.4032088909298173 2.1587937464937559 10.78962878696621 3.4687083372846237 1.3358549969270814 0.59170201793313104 0.45831495989113857 0.93509550765156635 0.79645835421979505 6.5234755864366978 0.72990056127309799 0.70280535519123055 4.8866360113024703 0.59407585859298695 5.8908786205574861 0.45460709929466236
leaf_count=397 119 657 15 11 15 2 53 29 209 20 74 3 122 91 39 45 217 140 33 6 15 29 29 300 50 4 63 9 323 2
internal_value=0 -0.00143675 0.000341828 -0.00115013 -0.000689526 -0.000197999 0.000236718 0.000538576 0.000698879 0.00130936 0.000312749 -0.00107147 0.0017771 0.000504843 0.000181254 0.000559188 0.000887725 -0.00292966 0.00129334 -0.00249131 -0.00172862 0.00206739 -0.00276654 -0.00204515 -0.00236409 0.000776403 0.00160062 0.00242846 -0.00262643 -0.00305789
internal_weight=0 53.2905 40.543 46.491 34.6061 27.6017 23.8122 38.4669 37.0007 13.084 30.2478 10.7282 11.6805 28.8698 25.0061 21.6029 19.4441 3.78948 17.0121 11.8849 8.87096 1.85721 11.2932 8.4145 7.95618 1.43271 15.6763 6.75284 7.00446 6.34549
internal_count=3121 2178 943 1781 1089 749 607 824 795 195 577 412 175 562 471 432 387 142 313 692 372 40 686 369 354 54 280 218 340 325
is_linear=0
shrinkage=0.00322658


Tree=142
num_leaves=31
num_cat=0
split_feature=12 1 9 16 3 3 3 3 41 42 16 47 2 2 49 1 4 1 16 49 160 1 402 1212 43 15 15 484 40 40
split_gain=6.26791 4.02898 2.62333 2.20249 1.96685 2.11096 1.91118 1.58531 1.37514 1.51448 1.33412 1.60631 1.81785 1.3422 1.72936 1.43857 1.36494 1.30428 1.40158 1.28949 1.28485 1.06528 1 1.06183 0.985459 0.956598 1.36834 0.929615 0.832309 0.795484
threshold=0.079890000000000017 0.13075500000000004 -0.036024999999999995 -0.16927999999999996 0.31299000000000005 -0.013929999999999998 0.097915000000000016 -0.097604999999999983 0.078475000000000017 1.0000000180025095e-35 0.10994000000000002 0.077555000000000013 0.116525 0.11215000000000001 -0.069799999999999987 0.093575000000000019 -0.0016099999999999997 0.092390000000000014 0.0039400000000000008 -0.23360999999999996 -1.0000000180025095e-35 0.10587000000000001 -0.50169499999999989 -0.50120999999999993 -0.24021999999999996 -0.11713499999999999 0.095575000000000007 0.079595000000000013 0.064905000000000018 0.12493000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 20 5 17 7 8 9 27 11 12 13 14 16 -16 -7 18 -4 -9 -2 -13 -21 -24 -19 -22 -27 -5 -12 -6
right_child=1 -3 4 6 29 10 -8 19 -10 -11 28 21 -14 -15 15 -17 -18 24 -20 22 25 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0042954525892222456 -0.0033378764805810849 0.0029814953141634299 -0.001885034441675389 -0.0028049749375134245 0.0039741531626649373 0.00087879940659576572 0.00054390377772427364 0.0023447413083455626 -0.0042977723140238903 0.0013508836549387217 -0.0032682242755629675 -0.0041996498176358546 0.0031198733175890315 -0.0033632854264722791 9.7902341679771118e-05 0.0035992150954641659 -0.0037008088772707863 -0.00063320247084370975 0.0021886955909883672 0.0011498408822052633 -0.0017532799430017244 -0.0007770660035224282 0.00089455961354504741 -0.003677822522120097 0.0038919234361554297 0.0023158912023674371 -0.001783518072179075 0.00097269494347709015 0.00073754326235167555 -0.0010736847148185794
leaf_weight=2.284732421860098 1.7049267124384631 2.5324288839474312 2.5143209807574731 4.2653520731255359 2.4653910230845208 1.5795460725203159 2.9636522978544226 0.58616074081510205 1.9595135953277338 3.1003014966845512 3.8822078639641395 2.0631199786439529 2.7850298304110757 1.7427335390821088 5.0687142787501269 2.5430630976334214 2.3167096879333293 0.87331216037273396 2.3654480278491974 0.68554404284805315 2.3408225607126942 3.6064401119947433 0.76044820435345428 20.265551123768098 3.3921091454103589 4.0616694642230859 1.6533495765179393 1.2058125771582124 0.92733859084546555 0.55126531235873688
leaf_count=89 52 55 48 187 94 24 17 7 52 47 95 41 68 24 80 50 30 12 24 22 39 45 26 1663 102 62 24 24 9 9
internal_value=0 -0.00168221 0.000340001 -0.00194148 0.000106342 -0.00014282 -0.00237769 -0.00264144 -0.00142672 -0.000770367 -0.000685633 -0.000284516 0.000329968 -0.000256411 0.000214083 0.00126768 -0.00184423 0.00143097 8.96895e-05 -0.00321514 -0.000341914 -0.00202252 -0.00336524 -0.00351245 0.00296544 0.000292147 0.00112994 -0.0019724 -0.00249586 0.00305171
internal_weight=0 48.0855 40.9615 45.5531 38.6767 35.6601 35.7923 32.8287 10.531 8.57147 26.5149 21.7054 16.0358 13.2508 11.508 7.61178 3.89626 9.14519 4.87977 22.2977 9.76077 5.66956 21.7115 21.026 4.26542 8.05584 5.71502 5.47116 4.80955 3.01666
internal_count=3121 2277 844 2222 755 652 2045 2028 310 258 466 362 276 208 184 130 54 186 72 1718 177 86 1711 1689 114 125 86 211 104 103
is_linear=0
shrinkage=0.00379883


Tree=143
num_leaves=31
num_cat=0
split_feature=4 12 453 481 1 457 9 13 2 474 4 43 12 16 40 151 48 52 12 52 42 13 52 43 457 16 15 12 1 47
split_gain=5.5784 4.13967 2.40644 2.38937 2.29833 2.26062 1.93039 1.561 1.39139 1.37413 1.77057 1.35987 1.67646 1.25057 1.22408 1.2095 1.49669 1.44518 1.34006 1.37744 1.77542 1.58042 1.19311 1.54101 1.18479 1.17253 1.96625 2.41252 1.16301 1.62718
threshold=0.27287000000000006 0.084100000000000022 1.0000000180025095e-35 -0.0079799999999999992 0.13075500000000004 0.088350000000000026 -0.036024999999999995 -0.47860499999999995 0.089775000000000008 0.084660000000000027 -0.083854999999999985 -0.17390999999999998 0.11650500000000001 -0.074929999999999983 0.051255000000000002 -0.086944999999999981 -0.089099999999999999 0.19022000000000003 -0.11019 0.10744000000000002 0.094935000000000005 -0.090204999999999994 -1.0000000180025095e-35 -0.27207999999999993 0.092475000000000016 -0.088159999999999988 0.090455000000000021 0.090455000000000021 0.12040000000000002 0.10954500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 28 -1 5 7 -5 -3 9 10 13 12 22 -8 -12 -10 -17 18 -18 20 21 -20 -9 -24 -7 26 -13 -28 29 -2
right_child=2 4 -4 6 -6 24 8 11 15 -11 14 25 -14 -15 -16 16 17 -19 19 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0028019586257866441 0.0014768268168813337 0.00042012698744458009 -0.0025438798307434538 0.0033423848708195153 0.0018914304504266961 0.0033916105388258847 0.0049890663920742753 -0.0025087286465738864 0.002585875017115713 0.0015267013073257858 -0.0022143790880590764 -0.0021238015937048598 -0.0031953279646355515 -0.00083899668254042788 0.001339136612831371 -0.0029666924251267545 -0.002414504741097868 -0.002629703653031259 0.0028287123888627841 0.0038058491471000366 -0.0023201467099386356 0.00037306966708233345 -7.5772131360211817e-05 0.0047509151919636564 -0.0010072836716345549 -0.0026247754894142996 0.0056894709609300511 -0.00093545311651489099 0.0027833797009325055 -0.002494994913688433
leaf_weight=2.5276298504322758 5.836236219853161 2.3806710541248277 1.2432793825864781 1.4173307623714198 1.5701766964048136 1.0559285487979644 0.56675408687442541 0.74672656692564521 1.8380248686298752 1.6230586282908905 7.0492615038529065 6.7556626182049531 1.3291287487372754 0.63960029743611702 0.89117639139294613 1.1732667237520278 1.1188325621187747 1.217970948666333 2.7836338747292784 1.1677171001210798 1.5358536113053549 9.2364151813089723 1.5234982920810582 0.83614259399473567 0.94867441151291121 18.531765653751798 0.63426688779145513 1.532707881182432 4.4342920118942857 0.98372047767043103
leaf_count=110 138 15 17 47 26 13 25 29 45 33 184 378 30 20 9 15 24 24 57 15 24 143 58 9 36 1345 13 42 186 11
internal_value=0 -0.000838558 0.00122779 -0.000127175 -0.00149244 -0.00163892 8.24064e-05 -0.0018114 -6.74066e-05 -0.000895783 -0.00132564 -0.00197799 -0.000510277 0.00189907 -0.00181556 0.000377074 0.000154419 0.000369062 0.000599607 0.000828646 0.000572188 0.000941754 0.000638582 0.00163457 0.00130984 -0.00221511 -0.00136426 0.00100364 0.00164445 0.000903925
internal_weight=0 72.6319 12.4975 34.7865 37.8453 36.2752 32.2589 34.2706 30.8416 10.7699 9.14679 31.8899 4.4355 1.20635 7.94044 20.0717 18.2337 17.0604 15.8425 14.7236 13.5559 12.02 3.10637 2.35964 2.0046 27.4544 8.92264 2.16697 11.2542 6.81996
internal_count=3121 2769 352 775 1994 1968 665 1919 618 271 238 1904 126 45 193 347 302 287 263 239 224 200 96 67 49 1778 433 55 335 149
is_linear=0
shrinkage=0.00285683


Tree=144
num_leaves=31
num_cat=0
split_feature=1 12 0 1 3 4 47 50 151 42 4 47 48 457 3 2 4 130 151 52 2 3 0 0 12 3 2 403 1213 1446
split_gain=13.8444 4.65981 3.9313 3.70138 3.3954 3.61655 4.21184 3.52888 2.9456 2.4895 2.91022 2.40758 2.13552 2.06964 2.13132 3.11494 2.06319 1.90492 1.83595 1.63783 1.60472 2.16249 1.57898 1.62164 1.92792 1.46933 1.42966 1.89556 2.54088 1.42795
threshold=0.094385000000000011 -1.0000000180025095e-35 -0.060129999999999996 0.077565000000000009 0.16158000000000003 -0.013125 0.13148500000000005 0.11534500000000002 -0.40381499999999992 0.092620000000000022 -0.49405499999999997 0.090100000000000013 0.10396500000000002 -0.072694999999999996 0.12178000000000001 0.090310000000000015 0.053925000000000008 -0.0060099999999999989 -0.086654999999999982 0.10347000000000002 0.10527500000000002 -0.116045 -0.055064999999999996 -0.10607499999999999 0.091840000000000019 0.11296500000000002 0.088850000000000012 0.03138500000000001 -1.0000000180025095e-35 0.08826500000000001
decision_type=2 2 2 2 2 2 2 2 2 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 25 5 17 7 8 -7 10 19 29 -13 -10 15 22 18 -3 -5 -4 -12 -22 23 -15 -25 -1 27 -20 -29 -2
right_child=1 4 9 16 -6 6 -8 -9 13 -11 20 12 -14 14 -16 -17 -18 -19 26 -21 21 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0020990026358530703 0.0022127409775879246 0.0015905815003294935 -0.0025484496514103817 0.00080041636898661663 0.0020051398726349924 -0.0025501248358755875 -0.0026199206723736073 -0.0024961482212867156 -0.0014193596941431293 -0.0020471395337812578 0.0013978915981904712 -0.0011767086367473897 0.0018813054202143399 0.0013451090686148384 -0.00092879540142274493 0.0025136001839207575 0.0013512970688106039 -0.0018802981639399802 -0.0021802866428705667 0.00046895780128250654 0.0022827056770394418 -0.0017211136040247929 0.0019539012589726815 0.0012900009313219513 -0.0026485744699567743 9.4473390626647133e-05 -0.00029480355479973052 -0.0023171298616460295 0.0031344307168014733 -0.00096427181779370759
leaf_weight=31.340290524065495 9.568407285958525 0.88787022978067298 2.6176191866397867 2.4532448407262608 3.4464319739490739 1.3001040704548383 2.5504619069397441 1.8914547096937884 1.6854236535728038 3.3144211750477544 6.762887230142951 2.8927752524614325 1.9320768658071754 1.8113235775381324 2.0853503979742518 7.5089753605425358 2.093842100352048 8.3029113896191067 8.9051077198237163 1.4008247368037698 0.9759144522249702 2.289875278249383 2.2982565462589353 0.9318574666976932 1.9490106683224437 1.6296732388436783 4.9425649698823699 0.87233524769544601 0.86245524883270153 0.77582360431552011
leaf_count=1448 257 12 58 32 69 14 27 31 15 77 51 23 33 14 14 113 26 228 318 11 8 43 30 11 43 9 50 35 12 9
internal_value=0 0.000311852 -0.00122175 -0.00152595 -0.000122661 -0.000343524 0.000116344 0.000441515 0.000725438 -0.000291371 0.000122903 0.00136166 4.78508e-05 0.000958526 0.00120018 0.00150637 -0.000764933 -0.001545 -0.00101062 -0.00149659 0.000771824 -0.000524654 0.000424435 -0.000324704 -0.00137459 -0.00199058 -0.00129574 -0.0017607 0.000393127 0.00197446
internal_weight=0 51.8185 70.4611 53.0995 36.6494 33.203 24.0122 21.4618 19.5703 17.3615 14.0471 15.1691 4.82485 18.2702 16.5848 14.4994 20.1296 9.19078 18.0357 4.01844 10.0287 3.26579 6.99045 4.69219 2.88087 32.97 15.5825 10.6399 1.73479 10.3442
internal_count=3121 943 2178 1930 621 552 312 285 254 248 171 322 56 240 225 211 473 240 447 69 102 51 98 68 54 1457 415 365 47 266
is_linear=0
shrinkage=0.00225224


Tree=145
num_leaves=31
num_cat=0
split_feature=1 0 4 457 151 31 13 43 52 4 2 16 131 51 3 150 1374 3 4 3 14 376 0 0 47 4 151 13 133 3
split_gain=5.32499 3.07953 2.41351 2.60715 2.29984 2.17739 2.55467 1.96524 1.84749 1.97277 2.06336 2.06324 1.58497 1.68226 1.58212 1.53161 1.49114 1.35953 1.3006 1.1945 1.18941 1.17091 1.13347 1.21724 1.09737 0.965917 0.813039 0.81626 1.08595 0.772936
threshold=0.08844500000000001 -0.060129999999999996 0.27044500000000005 0.045365000000000009 -0.27559499999999998 -1.0000000180025095e-35 -0.092534999999999992 -0.074359999999999996 0.11434500000000002 -0.49405499999999997 0.10912000000000001 0.31475000000000003 0.10033500000000002 0.12547500000000003 0.013900000000000001 -0.088794999999999985 -0.035729999999999991 -0.081054999999999974 -0.077679999999999985 -0.20241999999999996 -0.46885499999999997 0.08746000000000001 -0.10324499999999999 -0.046359999999999991 0.10954500000000002 -0.17966999999999997 0.15288500000000002 -0.099939999999999987 -0.0061299999999999992 -0.116045
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 3 5 -4 -2 17 12 9 11 -11 -3 13 22 19 -9 -5 -7 -19 -1 -6 -17 -8 -24 -22 -21 27 28 -27 -12
right_child=2 8 4 16 20 6 7 15 -10 10 29 -13 -14 -15 -16 21 -18 18 -20 25 24 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0019036450160483547 0.0036735134083868818 -0.0034871875468612595 -0.0030162823562373459 -0.00063976185618399792 -0.00038558607409916191 -0.0022750599389078884 0.000865375573626991 0.0022141910220612971 -0.0026022625401792253 0.0022525579333680401 0.0010912324413238209 0.0017467090807506986 0.0032469030427379995 0.0034021379600934925 -0.00050243055026706228 -0.0027004094806434716 0.0025044101877983137 0.0042201736104714258 0.00058992686615765575 0.0037078060985304196 0.0027593143372991731 0.0018574093142222157 -0.0030383303127374099 0.00064559185666554888 -8.5789153980277871e-05 -0.0031976164983170919 0.00085809861861554362 -0.0029045305736028005 0.0010519403884229562 -0.0031512981100218825
leaf_weight=0.60261417925358074 1.0355271454900528 1.9994673975743347 1.037621535360812 2.117678189650178 1.9668087782338251 0.9494537767022847 1.6673444863408793 0.70371718332172051 2.3407290354371062 5.4176061525940886 0.64293096214532752 1.1082644164562223 1.0848443610593674 0.81535287480801333 5.4293134501203886 10.454796804115166 4.3845203425735226 1.4023876022547481 2.7991751711815622 0.23517723754048958 7.3040017634630185 0.56231107562780458 3.3530347589403382 1.1370771033689413 1.5570230614393947 1.0752021782100203 0.63649946916848321 17.247540365904566 1.2099312320351696 1.1057383678853518
leaf_count=6 31 56 15 25 43 16 28 8 45 45 4 6 18 14 70 389 96 26 58 2 258 9 151 18 24 48 15 1487 37 73
internal_value=0 -0.00138617 0.000172058 -0.000261943 0.0013596 -0.000698261 -0.000879857 -0.00138251 -0.000135345 0.000426693 0.00131457 -0.0016207 -0.000212758 -0.00075102 -0.00198303 -0.00218667 0.0014804 0.00105019 0.00180162 -0.00236569 0.00177894 -0.00246778 -0.00130097 -0.00210541 0.00225938 -0.00249178 -0.00256407 -0.00267558 -0.000947563 -0.00159145
internal_weight=0 39.051 44.3327 32.4672 11.8655 25.965 24.9295 19.7785 12.6147 10.274 7.16628 3.10773 8.05765 6.97281 26.4363 11.7208 6.5022 5.15102 4.20156 21.007 10.8278 11.0171 6.15746 4.49011 8.86102 20.4044 20.1692 19.5327 2.28513 1.74867
internal_count=3121 1894 1227 887 340 766 735 635 229 184 122 62 229 211 1665 406 121 100 84 1595 325 398 197 169 282 1589 1587 1572 85 77
is_linear=0
shrinkage=0.00307686


Tree=146
num_leaves=31
num_cat=0
split_feature=12 4 13 1 3 132 15 11 52 457 1374 484 3 15 1 47 48 14 3 1 13 52 41 13 1 48 13 15 150 49
split_gain=16.7005 6.92372 5.50358 4.09065 3.98346 2.91974 2.52805 2.08794 1.99349 1.98998 1.74492 1.60302 1.57441 1.5512 1.43839 1.26726 2.24889 2.03276 1.23074 1.77075 1.22411 1.44069 1.52811 2.00279 1.5644 1.27432 1.05694 2.39134 1.01539 1.00447
threshold=0.079890000000000017 0.36766000000000004 -0.0044799999999999987 0.09253500000000002 0.097915000000000016 0.087955000000000019 0.15614500000000003 0.087830000000000005 -0.085984999999999992 0.082380000000000009 -0.26569999999999994 -1.0000000180025095e-35 -0.097604999999999983 -0.036009999999999993 0.104035 0.090100000000000013 0.10396500000000002 1.0000000180025095e-35 0.088060000000000013 0.10538500000000002 -0.13710499999999998 -0.15275999999999998 0.078475000000000017 -0.0082249999999999979 0.10471500000000002 0.088965000000000002 -0.094514999999999988 0.090455000000000021 0.097810000000000022 -0.032624999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 13 6 8 12 -3 14 11 -11 -10 20 -1 -4 17 -17 -5 19 -13 -2 -22 23 -23 25 -25 27 -14 -12 -20
right_child=1 7 5 15 -6 -7 -8 -9 9 10 28 18 26 -15 -16 16 -18 -19 29 -21 21 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0017674323036889247 -0.0019575158549892096 0.001799383227648892 -0.001715365676787653 0.0017341758083612101 0.00043508072411440604 0.0017684199708256753 0.00042298100516156107 -0.00020038015680285285 -0.0016396150708586992 -0.00066043427639081052 0.00058968764482775422 -0.00016629147719282971 -0.0012998626618479943 0.00027720981341832033 -0.00018040636377981368 -0.00065065892051114065 0.0018074612627512763 -0.00092616459714645646 -0.0017295816656396964 0.0016579021029585396 -0.001748775887825035 0.0010205658870280374 -0.0018738680158952336 -0.0014165018393026553 0.0012251976923889241 0.00058683782366533667 -0.0015597793111096691 0.0017031508093281215 0.0021022405675410472 -0.00030639208489158189
leaf_weight=1.704328767955303 2.3972021900117424 2.8493934758007518 4.0784654822200563 11.865344421938062 4.2855543158948413 2.0531502123922101 2.4767127186059943 2.9814148433506489 2.3827315997332432 1.967640236020088 3.1343663688749066 5.8385720066726154 3.8868719618767491 2.6382060870528248 2.9256683029234409 2.2308059744536868 1.9433816969394682 0.85955088958144266 1.8159293569624422 1.9913757815957067 2.7391563709825286 2.8970658723264924 1.6583641059696681 4.3430620338767723 1.0428425408899782 1.1131371073424814 38.186303602531552 0.91396413184702385 2.0475697219371796 5.8163527492433786
leaf_count=43 43 43 85 281 27 26 29 35 36 13 32 62 97 30 31 19 31 12 17 36 93 27 29 116 7 13 1704 14 29 61
internal_value=0 -0.00096795 0.00025359 0.000920865 -0.00112224 -0.000162658 -0.00123048 0.000776862 -0.000286563 -6.58448e-05 0.000678821 -0.000364195 -0.00129968 -0.000525258 -0.0010742 0.00129247 0.000493771 0.00155447 -0.000167652 0.000297652 -0.000855711 -0.000664228 -0.000395491 -0.000134565 -0.000649486 -0.00100779 -0.0014669 -0.000728161 0.00118735 -0.000645008
internal_weight=0 71.771 55.2934 21.2416 65.9402 34.0518 61.6547 5.83081 31.9987 24.9945 7.14958 17.845 59.178 4.34253 7.00413 16.8991 4.17419 12.7249 15.4622 7.82995 16.1908 13.7936 11.0545 9.39611 6.49904 5.4562 42.9871 4.80084 5.18194 7.63228
internal_count=3121 2277 844 416 2199 428 2172 78 402 286 74 212 2143 73 116 343 50 293 176 98 328 285 192 163 136 129 1815 111 61 78
is_linear=0
shrinkage=0.00167049


Tree=147
num_leaves=31
num_cat=0
split_feature=1 52 0 1 1446 123 3 42 4 47 4 52 4 159 2 0 151 151 42 3 50 3 1212 2 132 47 43 1 1374 133
split_gain=11.4107 3.90085 3.59663 3.44906 3.10573 3.11387 2.5038 2.44608 2.93269 2.32722 3.84213 2.07678 1.95168 1.7678 2.07499 2.72299 1.71334 1.64029 1.83466 1.73514 1.99357 1.56072 1.45013 1.53707 1.35422 1.33697 1.25667 1.14993 1.14624 0.913259
threshold=0.094385000000000011 -0.43320999999999993 -0.060129999999999996 0.077565000000000009 0.091555000000000011 1.0000000180025095e-35 0.16158000000000003 0.092620000000000022 -0.49405499999999997 0.096300000000000011 -0.036839999999999991 0.10347000000000002 0.053925000000000008 0.092630000000000018 0.10327000000000001 0.10455500000000001 -0.086654999999999982 -0.40381499999999992 -0.098769999999999983 0.12178000000000001 0.10987000000000001 0.11296500000000002 -0.46900499999999995 0.088850000000000012 0.11793500000000001 0.13148500000000005 -0.073959999999999984 0.07863500000000001 0.085820000000000021 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 21 5 6 9 8 11 10 -3 -4 16 14 -10 -16 -5 -12 -19 20 28 -1 -18 24 27 29 -11 -24 -20 -7
right_child=1 4 7 12 -6 25 -8 -9 13 26 17 -13 -14 -15 15 -17 22 18 19 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0024931104450959169 -0.002791227014206029 -0.002007606476542606 -0.0031544615578250248 0.0010444569890074064 -0.0030073010598900352 -2.6862424644076885e-06 0.0021231087116011529 -0.0024789799235534586 0.0026892375478936603 0.00024054100135321128 -0.0026045469762440601 0.0011117714467778876 0.0017117703086431684 -0.0012149610096265789 -0.002947935339606314 0.002472404367294654 0.0035527528252751756 -0.0018353467684652743 0.0025564491442426679 -0.00069230826618222469 -0.0014176560461551077 0.00023278884250457253 0.0016625404153106393 -0.00036212786718132936 0.0019028816133465506 -0.0014427426083731185 -0.0018495484765593262 -0.0027644720093771545 -0.00035053781398375154 0.0028596093169880577
leaf_weight=27.710707062855366 2.7110520256683222 3.562290937639772 2.6257544690743102 2.2555376915261176 1.7262604078277934 0.93192452006041993 4.9603768214583388 3.0698086116462937 4.7893780414015055 3.3093452993780375 0.8394113127142252 1.230182336643338 1.9563279151916493 2.0652346778661013 1.3789647817611697 1.3432333171367643 0.4056931938976075 1.2772779241204322 10.376310925930737 2.1654433570802203 1.1823504343628872 1.6329074464738358 0.45436324551701268 4.5925762094557276 0.53583131358027536 0.68410712480545033 5.8369050323963148 8.2949711279943568 1.1015316657721985 6.71711886115372
leaf_count=1448 119 91 58 32 29 12 121 77 36 39 9 11 26 19 38 9 9 11 176 16 22 9 7 50 12 10 79 337 13 196
internal_value=0 0.000364591 -0.00138756 -0.00176382 0.000556117 0.000699358 0.000341353 -0.000296841 0.000201846 4.32785e-05 0.000550259 -0.00179338 -0.000847424 0.00100519 0.0016156 -0.000273339 -0.00115014 0.00108808 0.00128056 0.00154901 0.00193237 -0.00234142 -0.0014967 -0.00164431 -0.00227849 0.00218631 -0.0010933 -0.00253457 0.00227746 0.00251088
internal_weight=0 47.3817 64.3415 47.8389 44.6707 42.9444 34.6112 16.5026 13.4327 29.6509 20.5046 3.85594 18.4953 9.57681 7.51158 2.7222 16.539 16.9423 16.1029 14.8256 12.6602 29.3436 14.2834 13.8777 9.28517 8.33315 9.14625 8.74933 11.4778 7.64904
internal_count=3121 943 2178 1930 824 795 577 248 171 456 338 69 473 102 83 47 447 247 238 227 211 1457 415 406 356 218 118 344 189 208
is_linear=0
shrinkage=0.00270954


Tree=148
num_leaves=31
num_cat=0
split_feature=1 484 42 42 52 2 52 4 52 1446 128 12 0 43 3 376 151 16 47 4 1 0 402 474 13 1 13 124 156 15
split_gain=5.15731 2.72483 2.48583 2.8021 2.55502 2.25995 2.24963 2.05862 3.0011 1.9522 1.94837 2.13492 1.80908 1.72349 1.51965 1.40377 1.34171 1.60691 1.28782 2.07338 1.26714 1.23252 1.34549 1.33154 1.28384 1.20473 1.18927 1.10054 1.07519 1.30246
threshold=0.094385000000000011 -0.0068949999999999992 -1.0000000180025095e-35 0.091735000000000025 0.11434500000000002 0.089775000000000008 -0.43320999999999993 -0.083854999999999985 1.0000000180025095e-35 0.091555000000000011 0.086435000000000012 -0.064509999999999984 -0.019414999999999998 -0.20207499999999998 0.31299000000000005 0.091135000000000008 -0.40381499999999992 -0.54165499999999989 0.096300000000000011 -0.013125 0.13146500000000003 -0.23051499999999997 0.12389500000000002 0.084660000000000027 -1.0000000180025095e-35 0.090405000000000013 0.073000000000000023 -0.31141499999999994 0.084085000000000007 -0.0092699999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 15 4 5 7 -2 8 -4 10 11 27 14 -6 16 25 -13 -18 19 -19 -20 -9 23 26 -25 -3 -23 -8 -7 -30
right_child=6 2 3 -5 13 28 9 21 -10 -11 -12 12 -14 -15 -16 -17 17 18 20 -21 -22 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.0027916246026316194 -0.0027071084151362047 -0.0024903962376780142 -0.0014053161770408494 -0.0020952960714617115 0.0037009694058459906 0.0014306697077228728 -0.0023634575301201221 0.0022060419069404743 0.0050874630082182173 -0.0028263723967544081 -0.0016975356965770675 -0.0028929180648509774 0.0022877123055639703 -0.0029223571775624695 0.0027602234589166621 0.0021242644071884395 0.0029606714968939455 -0.0015122262298365137 -0.0022290572500703013 0.0010161059479097271 0.00042127126598981402 -0.0027326545758188199 0.0030654104753588918 -0.0019381927358513337 0.0033642900876298576 0.00096030726525009736 0.0011750310679885963 0.0023469736998106678 -0.0031902636076769349 0.001399483709771827
leaf_weight=5.6364209596067658 1.6959151364862908 8.7232256950810498 1.0225431285798579 5.881519370712339 0.3063868731260303 9.630283351056276 0.37049141246825446 0.68050349876284766 0.98441823944449414 1.2537477808073152 2.5149792674928895 1.1417224695906139 3.020197254605594 2.8660361133515826 1.4017667965963472 0.55778209120035249 1.2639440745115376 3.1010582279414036 3.3253599181771269 8.6852328861132104 2.057207215577364 5.2893162034451997 0.42523054592311371 0.65857240185141563 0.62892061471939065 0.77624720893800336 0.61222480237483967 6.15331180486828 0.84869135543704033 0.89495273493230232
leaf_count=397 119 657 24 340 2 129 7 6 19 29 55 18 72 140 59 6 29 94 60 122 18 312 12 54 4 29 7 261 20 20
internal_value=0 -0.00106176 -0.000822707 -0.00044783 -5.78763e-05 0.000267744 0.000277054 -0.00063282 0.0017794 0.000424649 0.000548031 0.000733073 0.000367036 -0.00228269 9.04947e-05 -0.00196813 -0.000100689 7.22605e-05 -0.00014038 0.000350884 -0.00121611 -0.00121647 -0.00152235 -0.00179371 0.000651989 -0.00220842 -0.00232727 0.00207946 0.00108341 -0.000834504
internal_weight=0 46.4233 40.7869 30.7296 24.8481 21.6757 35.9849 10.3017 2.00696 34.289 33.0353 30.5203 23.9965 3.17242 20.9763 10.0573 19.5745 18.4328 17.1689 11.7863 5.38257 8.29477 7.61426 7.18903 1.28749 9.49947 5.90154 6.5238 11.3739 1.74364
internal_count=3121 2178 1781 1089 749 607 943 438 43 824 795 740 472 142 400 692 341 323 294 216 78 395 389 377 58 686 319 268 169 40
is_linear=0
shrinkage=0.00265431


Tree=149
num_leaves=31
num_cat=0
split_feature=1 484 42 42 52 1213 52 2 2 133 12 124 4 43 43 39 47 50 52 48 160 42 48 376 132 1 43 0 0 1
split_gain=4.54369 2.25636 2.48715 2.88926 2.62573 1.96546 2.2753 1.99589 2.00318 1.8794 1.77314 1.81392 1.52374 1.51213 1.50119 1.4239 1.44413 1.64328 1.60608 1.47648 1.41247 1.76238 1.25342 1.22054 1.18073 1.53799 1.14308 1.09146 1.06191 1.00475
threshold=0.10089500000000001 -0.0068949999999999992 -1.0000000180025095e-35 0.091735000000000025 0.11434500000000002 -0.082704999999999987 -0.15275999999999998 0.089775000000000008 0.084245000000000014 0.061605000000000007 -0.064509999999999984 -0.51664499999999991 0.40124500000000002 -0.16318499999999997 -0.20207499999999998 0.15619500000000003 0.13148500000000005 0.11534500000000002 -0.43320999999999993 0.12879500000000002 -0.079279999999999975 -0.12995999999999999 -0.09386499999999999 0.091135000000000008 0.082230000000000011 1.0000000180025095e-35 -0.52440999999999993 0.12113000000000002 -0.084144999999999984 0.111945
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 23 4 5 -4 27 8 9 28 11 -2 26 -10 -6 16 17 18 -12 20 29 -22 -23 24 -3 -26 -5 -7 -8 -20
right_child=10 2 3 12 14 6 7 -9 13 -11 15 -13 -14 -15 -16 -17 -18 -19 19 -21 21 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0036432236353705805 -0.0051671025577616683 -0.0038548299051141357 -0.0036356348123569018 0.0022068591593465614 0.0051639191253435761 -0.0040904761315670446 0.001653561733831189 0.0023007929181310663 0.00349216377036688 0.007023098581907119 -0.003887687225785317 0.0030486984769733149 0.0035684146869070892 -0.0027743990835048943 -0.004019796172529796 0.004343484130484584 -0.0025374966899386099 -0.0037156703948438372 -0.0038316071587121163 -0.0025535448993759639 -0.0025086115905138856 -0.0026003194813832091 0.002638725237696976 0.0027723921206439252 -0.0039307294987908385 0.0022547422823348214 -0.0038656618458127643 0.0026540519573152012 -0.0033794593006873175 0.00078579068479547984
leaf_weight=5.6731277299113563 0.42617912404239167 7.090847704559561 1.619328984990722 0.49557481892406929 0.28636988252401385 1.8984768008813291 2.732653125654906 10.521828317083417 0.65799119696021424 0.80075357295572747 1.1125477179885042 5.3400851581245687 0.50298152118921269 4.0246612788177991 2.9994048806838682 1.0921195801347483 3.1635620873421422 1.4174742624163617 1.2132807336747746 1.6685260552912939 1.2475173324346638 0.71741783246398938 10.296297453343838 0.55548529885709363 1.1400809371843936 1.2244600635021923 5.5969432312995187 0.43271732795983542 0.79473765613511416 1.6113687651231883
leaf_count=417 4 593 109 11 2 101 62 121 6 23 96 248 9 192 151 25 42 44 22 18 11 13 224 6 91 32 366 8 41 33
internal_value=0 -0.0013704 -0.00107314 -0.000570462 -1.06755e-05 0.00043829 0.000740023 0.00116712 -0.000156657 0.00172282 0.000536844 0.00244148 -0.00284245 -0.00189384 -0.00321939 7.02947e-05 -0.000137601 0.000256096 0.000571196 0.000867281 0.00124563 0.00180847 0.00229746 -0.00274846 -0.0030728 -0.000727629 -0.00337171 -0.00283855 0.000519599 -0.00119753
internal_weight=0 49.0484 43.3753 33.3644 26.7689 23.4831 21.8638 19.5326 9.0108 4.32814 29.3064 5.76626 6.5955 4.68265 3.28577 23.5401 22.448 19.2844 17.867 16.7544 15.0859 12.2612 11.0137 10.0109 9.45539 2.36454 6.09252 2.33119 3.52739 2.82465
internal_count=3121 2341 1924 1202 816 663 554 445 324 126 780 252 386 198 153 528 503 461 417 321 303 248 237 722 716 123 377 109 103 55
is_linear=0
shrinkage=0.00383233


Tree=150
num_leaves=31
num_cat=0
split_feature=1 12 52 39 47 50 3 48 4 52 15 3 14 484 52 1 13 1 11 4 4 51 42 160 1 148 42 2 3 47
split_gain=20.5362 5.75853 5.68642 4.66545 3.95916 3.84157 3.62029 2.6706 2.9043 2.29674 2.25748 2.02997 2.02035 2.98173 2.64491 3.17546 2.94503 1.67303 1.6104 1.41774 1.73906 1.59157 1.41394 1.60728 2.44637 1.4192 1.28945 2.02739 1.15249 0.955646
threshold=0.099195000000000019 0.083370000000000014 -0.26636999999999994 0.0046100000000000004 0.10019500000000002 0.11843500000000001 0.10732000000000001 0.12879500000000002 -0.033174999999999989 0.19022000000000003 0.024640000000000006 -0.12018999999999998 0.062655000000000016 0.08660000000000001 0.091275000000000009 0.077565000000000009 -0.080759999999999985 0.13534000000000004 0.081790000000000015 0.0061450000000000003 -0.0016099999999999997 -0.010009999999999998 -0.092459999999999987 -0.079279999999999975 0.11212500000000002 -0.079549999999999996 0.085465000000000013 0.092120000000000021 -0.10519499999999998 0.088195000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 -2 4 5 7 11 8 10 12 -4 18 13 14 15 -1 -17 28 26 20 21 -18 -10 24 -24 -25 27 -3 -6 -5
right_child=2 6 3 29 17 -7 -8 -9 22 -11 -12 -13 -14 -15 -16 16 19 -19 -20 -21 -22 -23 23 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.001536255614057984 -0.0011794214947168562 -0.0019478747694127569 0.0008722893457174558 0.0017920585708418384 0.00021155065860120807 -0.001954608516173577 0.00035656019602652619 -0.001215307989119974 -0.00015528840989420184 -0.0019883832963823365 -0.0020093801260307577 -0.0015648093265517309 -0.0019174116624808338 0.001460425094143582 0.0012763737310322258 0.001808529400651315 -0.001505676223937751 0.00093035871345483563 -0.0018738556046680559 0.00041871525926872412 -0.0020171124456810378 0.00064154353146993561 -0.0014659809700980477 -8.480588513918528e-05 0.0016797277655530916 0.0019629956364921744 0.0011140836098577555 0.00063149555329625033 -0.0015088172342262692 0.00074493206939611452
leaf_weight=6.6247979793697764 6.1175260562449685 1.9091813527047627 1.7670720368623762 9.4879789929836971 1.5333282873034475 1.647460564970969 3.7396174371242514 1.8178066164255131 1.8343698978424132 2.4704312551766625 1.5819564759731291 46.354452846571803 2.0115572325885287 3.3040795363485804 2.7883514799177638 2.1854414120316674 1.7672336157411477 1.4648282565176485 2.1749571282416582 3.9748076908290386 2.6330249607562717 2.6481313873082364 1.3131702654063748 1.14967397972942 1.7989041842520235 10.805355861783017 1.8203165531158445 1.8348077870905397 5.4283962380141002 3.7273139506578437
leaf_count=130 130 36 19 209 13 27 18 12 18 39 21 1767 37 37 20 24 32 17 44 34 29 25 13 16 31 173 18 15 77 40
internal_value=0 -0.00098626 0.000406402 0.000620287 0.000259942 0.00062652 -0.00131084 0.000819209 0.00100184 -0.000368936 -0.000488904 -0.00142611 -0.000225732 -9.44768e-05 -0.000321582 -0.000546236 -4.96909e-05 -0.000771759 -0.000595372 -0.000418099 -0.000890004 -0.000217873 0.00129723 0.00147407 0.000352365 0.00176607 -9.56433e-05 -0.000683809 -0.0011299 0.00149672
internal_weight=0 88.2412 51.4751 45.3576 32.1423 23.7158 57.8333 22.0683 20.2505 30.4079 3.34903 54.0937 27.9374 25.9259 22.6218 19.8334 13.2086 8.42655 7.73926 11.0232 7.04839 4.41537 16.9015 15.0671 3.11207 11.955 5.56431 3.74399 6.96172 13.2153
internal_count=3121 2305 816 686 437 330 1898 303 291 407 40 1880 368 331 294 274 144 107 113 120 86 57 251 233 44 189 69 51 90 249
is_linear=0
shrinkage=0.00175225


Tree=151
num_leaves=31
num_cat=0
split_feature=12 4 13 1 3 14 132 15 47 48 11 3 13 15 484 15 48 51 0 1 13 52 41 13 15 1 48 52 52 16
split_gain=14.7577 6.39162 4.60671 3.35855 3.14206 3.13998 2.65592 2.43575 2.00122 2.33001 1.85694 1.76422 1.71693 2.00245 1.7128 2.14896 1.91155 1.69282 1.63135 2.09519 1.46951 1.68125 1.47598 1.87615 1.44023 1.2702 1.38631 1.15658 1.02425 0.870807
threshold=0.051320000000000005 0.36766000000000004 -0.0044799999999999987 1.0000000180025095e-35 0.14121000000000003 0.019675000000000002 0.087955000000000019 0.15614500000000003 0.081320000000000017 0.10396500000000002 0.087830000000000005 -0.097604999999999983 -0.094514999999999988 0.090455000000000021 -0.0068949999999999992 0.035560000000000008 0.086260000000000017 0.095050000000000009 -0.11242999999999999 0.10920500000000001 -0.13710499999999998 -0.15275999999999998 0.078475000000000017 -0.0082249999999999979 -0.11713499999999999 0.10471500000000002 0.084170000000000009 0.10024500000000001 0.024145000000000003 -0.056919999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 7 8 14 11 -5 -10 -3 20 13 -13 28 16 18 -18 24 27 -2 -22 23 -23 -16 26 -25 29 -4 -20
right_child=1 10 6 5 -6 -7 -8 -9 9 -11 -12 12 -14 -15 15 -17 17 -19 19 -21 21 22 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0014770002932809419 -0.0026276131101893234 0.0023833978684223741 -0.0025636757425542777 0.0023018875515707711 0.00057828448895926488 -0.0023891281992395323 0.0023488437876045443 0.00068474924191956588 -0.00084175747522493216 0.0024427041734888799 -0.00016416706545450564 -0.0013587562533320531 -0.0020920793254545142 0.0023152755772414681 -0.0001976313239333692 -0.0019760656979667694 -0.0013326675485464542 0.0010722095824583322 0.00018492809061095063 0.0019181739578366954 -0.0023707320907969415 0.0013328968813452408 -0.0024607940013678534 -0.0018331880230093094 0.0019156353402517369 0.0015572642877063358 0.00078756260628743823 0.0010632537504855607 -0.00013043101837612552 -0.0020042151952388071
leaf_weight=2.0782504100352552 2.5313541144132641 2.7034115120768538 2.5618818178772957 11.480116216465836 3.6581113152205935 0.96582259982824226 2.0073207933455697 2.3322169426828614 2.6346407905220977 1.8884935043752191 3.1610354334115982 4.145504552870988 35.943469058722258 0.92389795556664456 2.3389154355973005 2.8576633222401133 6.4231276959180814 1.9412366002798078 1.29649282805622 1.8419007193297146 2.6681145299226054 3.2782746516168109 1.5047357995063073 4.1599569106474474 5.5157392974942967 1.018358454108238 1.3653447609394787 1.264646118506789 1.342885037884116 3.2333934381604164
leaf_count=46 50 43 42 288 22 9 26 29 26 31 36 102 1711 15 31 40 70 17 14 32 93 31 29 116 58 7 16 13 18 60
internal_value=0 -0.00124404 0.00034896 0.00123084 -0.00145213 0.00156248 -0.000165901 -0.00157619 0.00180096 0.000529567 0.00101022 -0.00166783 -0.00191867 -0.000689164 -0.000330768 -0.000126696 9.48416e-05 -0.000774534 0.000564258 -0.000178478 -0.00104531 -0.000759102 -0.000379465 -6.06025e-05 0.00128636 -0.000758725 -0.00118558 -0.000844938 -0.00172686 -0.00137766
internal_weight=0 69.3938 51.6725 19.0473 63.5293 16.9691 32.6252 59.8712 16.0033 4.52313 5.86445 57.539 41.0129 5.0694 30.6179 26.7131 23.8555 8.36436 15.4911 7.63643 16.5261 13.9948 11.3267 9.82193 7.85465 6.54366 5.5253 5.79453 3.90477 4.52989
internal_count=3121 2300 821 400 2221 354 421 2199 345 57 79 2170 1828 117 395 335 295 87 208 119 342 292 199 170 89 139 132 87 60 74
is_linear=0
shrinkage=0.00225675


Tree=152
num_leaves=31
num_cat=0
split_feature=12 4 13 3 133 14 15 132 3 52 11 47 51 4 51 474 3 13 15 1 1 52 52 133 43 1 1 13 49 52
split_gain=14.0362 5.97667 4.21752 3.79312 3.58437 3.54427 2.84859 2.6818 2.56942 1.77891 1.75427 1.73329 1.69564 2.52374 1.62376 3.80823 1.46633 1.23996 2.06208 1.21932 1.20286 1.15474 1.71222 1.20797 1.17255 1.13155 1.11011 0.937747 0.931039 1.02898
threshold=0.079890000000000017 0.36766000000000004 -0.0044799999999999987 0.097915000000000016 -1.0000000180025095e-35 0.078400000000000011 0.15614500000000003 0.082230000000000011 -0.045649999999999989 -0.087284999999999988 0.087830000000000005 0.092710000000000015 0.087505000000000013 0.0061450000000000003 -0.031924999999999995 0.084660000000000027 -0.097604999999999983 -0.094514999999999988 0.090455000000000021 0.104035 0.077845000000000011 -0.12005499999999998 -0.090114999999999987 0.0068000000000000014 0.084740000000000024 0.13146500000000003 0.090475000000000014 0.11217000000000001 -0.013914999999999999 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 7 20 16 -1 27 19 -3 12 14 -14 15 -11 21 18 26 -10 -6 -2 -23 24 28 -19 -18 -4 -24 -30
right_child=1 10 8 -5 5 -7 -8 -9 9 11 -12 -13 13 -15 -16 -17 17 25 -20 -21 -22 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0018362279690784637 -0.0018947027420793832 0.0021032343724772936 0.0020327105466627702 0.00057836368537725444 1.5630501855074802e-05 -0.0025042783065709505 0.00075702760871608759 0.0019839549353318957 -0.0021710519030500855 -0.0026375858096737699 -0.0001609444322893467 -0.0011446906920207695 -0.0021071550954091934 0.00075973334818571308 0.0011655258638184869 0.0017207124810383033 -0.0021345877708097861 -0.0019045123315337184 0.0019707041346921695 -0.00033967283603453144 0.0018897396442412039 0.0014605534889239524 0.001512195863835171 -0.0021652310021618945 -0.0018698097320411044 0.00022093459457245003 0.00034396254373726833 0.00037652291812298173 -0.0021402278464458294 0.00011865035397431585
leaf_weight=2.5936691723763974 3.9720338154584161 2.6612114515155545 2.5215509161353102 4.2295176312327376 1.5447530075907714 0.8588010426610716 2.3760663643479338 1.0440577268600462 3.2738543804734972 1.6790915420278945 2.8932956084609032 4.9180323779582968 2.6297870762646189 2.3602502457797527 7.7330037895590049 1.5730022117495535 2.4972364716231747 32.537671817466624 0.92285864055156697 2.6768037732690573 13.612084167078136 1.3883793354034413 1.2150562107562999 2.4076027795672417 1.9210006874054668 1.0473314560949791 1.0355719737708566 3.0722584780305624 1.1190984463319158 3.0252583660185359
leaf_count=56 128 43 36 27 18 9 29 25 78 24 35 58 34 16 100 17 86 1691 14 29 308 16 12 77 20 13 11 36 27 48
internal_value=0 -0.00107309 0.000327966 -0.0012589 0.00106371 0.00147336 -0.001399 -0.000739804 -0.00011781 -0.000376393 0.000923843 -9.98835e-05 0.000221766 -0.000751138 0.000663713 -0.000529525 -0.00149549 -0.00170588 -0.000708242 -0.00134724 0.00169873 -0.00096367 -0.000629798 -0.000929364 -0.000520668 -0.00183823 -0.00140805 0.00112309 -3.70889e-05 -0.000491313
internal_weight=0 65.2492 52.091 59.6947 19.6534 16.0156 55.4652 3.63773 32.4376 26.8438 5.55451 20.8932 15.9751 4.99004 10.9851 3.25209 53.0891 38.0407 4.45567 5.95066 15.1568 15.0484 11.0764 9.68802 7.28041 33.585 3.53281 5.59381 5.35941 4.14436
internal_count=3121 2277 844 2199 416 335 2172 81 428 356 78 249 191 50 141 41 2143 1815 111 107 326 328 200 184 107 1704 97 72 87 75
is_linear=0
shrinkage=0.00201268


Tree=153
num_leaves=31
num_cat=0
split_feature=12 4 13 1 3 14 132 39 11 47 48 3 15 484 454 1 3 52 13 15 52 41 15 47 13 151 49 1 1 4
split_gain=16.9829 7.12995 5.86524 3.66304 3.32516 3.21867 3.04101 2.59764 2.03194 1.93137 2.23574 1.92506 1.85074 2.42217 1.97659 3.05117 2.09513 1.9369 1.59017 1.55825 1.48642 1.97044 1.94843 1.43855 1.25002 1.24179 1.18613 0.936841 0.878932 0.759274
threshold=0.051320000000000005 0.36766000000000004 -0.0044799999999999987 1.0000000180025095e-35 0.14121000000000003 0.019675000000000002 0.087955000000000019 0.14059500000000003 0.087830000000000005 0.081320000000000017 0.10396500000000002 -0.097604999999999983 0.024640000000000006 -0.0068949999999999992 -1.0000000180025095e-35 0.10060500000000001 0.12178000000000001 -0.085984999999999992 -0.094514999999999988 0.090455000000000021 -0.12005499999999998 0.078475000000000017 0.079055000000000014 0.10280000000000002 0.043850000000000007 -0.0064299999999999991 -0.23360999999999996 0.083135000000000014 0.080585000000000004 0.0012600000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 7 9 12 11 -3 -5 -11 20 13 -4 -15 17 23 -16 19 -13 -2 22 24 -17 -22 -19 -20 -26 -27 -30
right_child=1 8 6 5 -6 -7 -8 -9 -10 10 -12 18 -14 14 15 16 -18 25 26 -21 21 -23 -24 -25 27 28 -28 -29 29 -31
leaf_value=-0.0011026417374832465 -0.0016967070264231356 0.0018600283259265226 -0.0015201084965213681 0.0018188586090456965 0.00045576934472401178 -0.0018344469920075982 0.0018528726112245959 0.0019486067238057793 -0.00014900987117091175 -0.00050895341802729423 0.0019194973714132023 -0.0011549408739993845 -0.001510678790813574 -0.0018761579438842375 -0.0017639207215230071 0.0019272933208353364 -0.00026994094460889228 0.00080679012280306973 0.00028144624959944607 0.00096188687825426327 0.0010338741041859604 -0.0019394829775552073 -0.0012734802167111861 -5.3020827084986966e-06 -0.0011711348588083704 0.00015622064277301064 -0.0016754057560164422 0.00054378533768616969 -0.0018125613163910304 -0.00024810698425953596
leaf_weight=2.2836370691657093 4.6746254526078728 2.9044216573238364 3.6242336146533516 12.449172433465725 3.6547025963664046 0.98644619062542815 2.1497075855731955 0.77188000455498595 3.4369881525635719 2.8371628485620013 2.0362348482012749 4.6251017153263083 3.6195900607854119 1.598530326038605 2.5870575029403016 5.0856679882854205 3.2067805491387844 3.497684165835385 0.99246984906494518 1.4216151367872951 3.6348386555910093 2.5833013486117116 3.749896414577961 1.5780872851610181 2.2063276451081038 3.6361220590770129 40.238492455333471 1.8159042093902824 1.9994131661951544 1.8841737434267996
leaf_count=46 128 43 51 288 22 9 26 12 36 26 31 102 49 15 50 84 28 25 10 18 35 51 80 15 36 31 1710 17 26 21
internal_value=0 -0.00102471 0.000262435 0.00100911 -0.00118655 0.0012725 -0.000183672 -0.00127652 0.000771147 0.00144943 0.000505718 -0.00131427 -0.00031914 -0.000168854 2.64624e-05 0.000156021 0.000904466 -0.000387003 -0.00150411 -0.000657263 -0.000833417 -0.000544962 -0.000229149 0.00146962 0.000282291 -6.36812e-05 -0.0016283 -0.000396905 -0.000468568 -0.00105355
internal_weight=0 76.7106 55.0597 20.5927 70.3692 18.309 34.467 66.7145 6.34141 17.3226 4.8734 65.9426 32.3173 28.6978 25.0735 23.475 9.87054 13.6045 47.2777 6.04672 18.6649 13.9903 11.407 6.66376 7.65707 11.0174 41.231 4.02223 7.51971 3.88359
internal_count=3121 2300 821 400 2221 354 421 2199 79 345 57 2187 395 346 295 280 127 153 1840 120 347 219 168 99 88 103 1720 53 78 47
is_linear=0
shrinkage=0.00176831


Tree=154
num_leaves=31
num_cat=0
split_feature=1 12 52 39 47 50 3 3 48 2 457 151 52 51 474 158 16 1 42 159 3 15 3 0 376 151 42 49 13 15
split_gain=15.7565 4.96446 4.63177 3.73255 3.33914 3.36579 3.27383 2.18687 2.12001 2.51598 2.43179 2.00129 1.95936 1.94705 1.61283 1.48469 1.42525 1.42354 1.38532 1.48554 1.41305 1.27129 1.25841 1.08491 1.38039 1.57738 1.07339 0.961391 0.948689 2.24792
threshold=0.099195000000000019 0.079890000000000017 -0.26636999999999994 0.0046100000000000004 0.10019500000000002 0.11843500000000001 0.097915000000000016 -0.097604999999999983 0.12879500000000002 0.11474000000000002 0.045365000000000009 -0.0017399999999999998 0.12603000000000003 -0.096089999999999981 0.084660000000000027 0.084765000000000021 -0.065229999999999996 0.11588000000000001 -1.0000000180025095e-35 0.092630000000000018 -0.14847999999999997 0.050935000000000008 -0.026224999999999995 -0.23091999999999999 0.049360000000000008 -0.024429999999999997 -0.027559999999999998 -0.49452999999999997 -0.095304999999999987 0.090455000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 -2 4 5 8 7 18 9 10 11 -4 21 -1 15 22 17 -6 -3 20 -20 -13 -15 -24 25 -25 -5 -9 29 -29
right_child=2 6 3 26 16 -7 -8 27 -10 -11 -12 12 -14 14 -16 -17 -18 -19 19 -21 -22 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0023824165860481983 -0.0014592677308420401 -0.0023448356210398463 -0.0021385955599992688 -8.990034889102637e-05 -0.0013190662857633646 -0.0025094771147510389 0.00041899734064379399 0.00077690277802375111 -0.0013933672435041987 0.0023305244943650702 0.0026215131165360285 0.0018557522790029997 -0.0014586451697126449 0.00081284954237853188 0.0014631885335591216 -0.0023240123325937731 -0.0024877671170232714 0.00095756304167515479 -0.0013251351524189319 -0.0025629075142691998 0.00054456105551835699 -0.0005849591344445999 0.0010419777702788506 0.00070249490645541899 0.00077929377796155815 -0.0016992626444705321 0.002098457566081219 -0.0019968370127580442 -0.0021882967235654048 0.0019940740864441515
leaf_weight=2.1791372671723392 5.547467626631259 2.8110985234379759 1.7144897375255892 1.3044786192476738 3.2904063276946545 1.4908764027059067 3.9798852801322928 0.62771527841687103 1.7125996574759472 6.95469813235104 2.4505733996629706 4.291193995624786 1.8470461498945949 4.9110020212829211 2.8506767638027659 1.8125660512596358 2.1972878873348227 2.4896655585616827 3.4081348385661814 1.5964869856834401 5.3763775322586307 1.4814193323254583 1.9123993702232933 1.7655488345772106 2.243240848183631 7.0283121448010002 10.20440632291138 2.9132799915969332 31.834229383617643 0.97105567157268513
leaf_count=63 130 112 15 13 36 27 20 6 12 137 34 67 24 44 29 35 45 26 63 24 56 14 15 18 28 95 236 85 1599 13
internal_value=0 -0.0011744 0.000490013 0.000751027 0.000328144 0.000785709 -0.00156321 -0.00172246 0.00102592 0.00124702 0.000607587 7.88543e-05 0.0005778 -0.000332062 -0.000133694 -0.000365086 -0.000930457 -0.000338448 -0.00093023 -0.000547165 -0.000180827 0.0012294 -0.000166285 -0.000537614 -0.00081131 -0.00121706 0.00185042 -0.00201 -0.00205898 -0.000999138
internal_weight=0 78.2211 46.9766 41.4291 29.9203 21.9429 53.5183 49.5384 20.452 18.7394 11.7847 9.33415 7.61966 24.7029 22.5237 19.6731 7.97736 5.78007 13.1921 10.381 8.78451 5.77261 17.8605 12.9495 11.0371 8.79386 11.5089 36.3463 35.7186 3.88434
internal_count=3121 2305 816 686 437 330 1978 1958 303 291 154 120 105 327 264 235 107 62 255 143 119 81 200 156 141 113 249 1703 1697 98
is_linear=0
shrinkage=0.00227162


Tree=155
num_leaves=31
num_cat=0
split_feature=1 12 52 39 3 3 457 484 3 0 51 474 48 2 159 42 3 160 3 376 39 4 42 48 51 151 0 52 0 13
split_gain=11.4398 4.23085 3.70121 2.78637 2.65975 2.44432 2.37266 2.21914 1.88786 1.85626 1.82456 1.34615 1.26768 2.97964 1.22711 1.33014 1.2111 1.18865 1.12827 1.25393 1.09308 1.04465 1.00772 0.909854 1.17907 0.924155 0.893228 0.820785 0.819 0.799618
threshold=0.099195000000000019 0.079890000000000017 -0.26636999999999994 0.0046100000000000004 0.097915000000000016 0.31299000000000005 0.080930000000000016 -1.0000000180025095e-35 -0.097604999999999983 -1.0000000180025095e-35 -0.096089999999999981 0.084660000000000027 0.11951500000000001 0.11548000000000001 0.091235000000000024 -1.0000000180025095e-35 -0.14847999999999997 -0.078564999999999982 -0.15121499999999996 0.049360000000000008 0.088025000000000006 0.23246000000000003 -0.027559999999999998 0.092475000000000016 0.08955500000000001 -0.016164999999999995 -0.060129999999999996 0.0046550000000000003 -0.053834999999999994 -0.095304999999999987
decision_type=2 2 2 2 2 2 2 2 2 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 28 5 8 6 7 -4 14 12 -1 18 13 17 15 -3 27 -9 -12 20 23 -19 -5 24 25 -20 -18 -17 -2 -10
right_child=2 4 3 22 -6 -7 -8 9 29 -11 11 -13 -14 -15 -16 16 26 21 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0021272057664831691 -0.00015617874053186801 -0.0020882128677158223 -0.001869334765167601 -0.00013339209060658045 0.00034976582440805938 0.0021112536863758915 0.001766998634316252 -0.0017201212562838221 -0.00081857445353455776 0.0018984729420585703 0.00091508466384710807 0.001347398790164403 -0.0013859633587146164 0.0016573471658429377 -0.0022311266514701451 -0.0021430596618884513 -0.00043855299754868643 -0.0012046632816774389 0.00098056101938921443 0.00079492058634552515 -0.0021879192279537795 0.00051770889966505 0.001836212153557844 0.00091288127415153485 -0.0020970344284356795 -0.00077319028492283716 0.0012923864330929868 8.4672345197694009e-07 -0.0018869417412247357 -0.001857030927127549
leaf_weight=1.8829332888126398 1.8139214031398294 1.7147480165585864 2.70824234560133 1.2328121848404396 3.7119130045175543 2.8015958312898865 3.0718761552125207 2.4184511527419161 3.5000348389148703 2.1185990329831794 2.9650550540536722 2.5642005223780862 2.7565452605485907 3.7682932373136273 1.9528313521295775 1.5815564636141046 2.2731190528720617 2.1807436533272249 1.6731994841247813 2.6929051801562318 1.8377214390784491 4.4200770370662212 8.5344308558851463 1.6298713721334923 2.0436826627701521 4.880611415952437 2.7103760540485391 1.392536819912493 3.0237495619803658 25.31199341733009
leaf_count=63 30 86 64 13 20 99 44 39 99 38 24 29 30 58 50 41 36 30 17 34 42 35 236 13 32 73 20 22 100 1604
internal_value=0 -0.000935473 0.000434429 0.000659094 -0.00129996 0.000313533 9.86918e-05 -0.000152884 -0.00145139 0.000110302 -0.000209651 -3.16763e-05 -0.000133419 0.000136585 -0.000758698 -0.000461417 -0.000110865 -0.000498796 -0.000231203 -0.000461506 -0.000741938 -5.13192e-05 0.00158761 -0.000482115 -0.000746571 -0.000325454 0.000502854 -0.00113923 -0.00123798 -0.00173088
internal_weight=0 66.3193 40.8493 36.0117 44.1491 26.2444 23.4428 20.371 40.4372 17.6627 22.1702 20.2872 15.5441 12.7876 11.6252 9.67234 7.95759 9.01927 17.723 14.758 12.0651 6.60082 9.76724 10.2274 8.59749 6.55381 4.9835 2.97409 4.83767 28.812
internal_count=3121 2305 816 686 1978 437 338 294 1958 230 327 264 192 162 255 205 119 104 235 211 177 65 249 135 122 90 56 63 130 1703
is_linear=0
shrinkage=0.00203638


Tree=156
num_leaves=31
num_cat=0
split_feature=1 12 12 52 47 50 3 3 51 52 474 4 48 42 124 2 42 159 3 42 43 1 1 43 0 160 16 4 49 3
split_gain=21.3702 5.87774 5.78349 3.67492 4.01212 4.33721 3.23616 2.44502 2.27041 2.13327 2.0253 1.96059 2.06548 2.17329 1.90847 1.61263 1.52864 1.58541 1.8062 1.52741 1.9358 1.44688 1.37834 1.80562 1.25776 1.18659 1.06622 0.996028 0.948882 0.910425
threshold=0.099195000000000019 0.079890000000000017 -0.064509999999999984 -0.43320999999999993 0.10019500000000002 0.11610000000000001 0.097915000000000016 -0.097604999999999983 -0.096089999999999981 0.19022000000000003 0.086280000000000009 -0.036839999999999991 0.12879500000000002 -0.093284999999999993 -0.088544999999999985 0.11704500000000001 -1.0000000180025095e-35 0.092630000000000018 -0.14847999999999997 -1.0000000180025095e-35 -0.079109999999999986 0.111945 0.14000500000000002 -0.072864999999999985 -0.060129999999999996 0.032695000000000009 -0.5335399999999999 -0.0060199999999999993 -0.49452999999999997 -0.10023499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 14 -4 5 11 7 16 -1 10 19 15 13 -13 -2 -5 -3 18 -18 27 -21 25 23 -6 -20 26 -15 -10 -9 -22
right_child=2 6 3 4 22 -7 -8 28 9 -11 -12 12 -14 21 -16 -17 17 -19 24 20 29 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0019099728828201594 -1.3543578409733616e-05 -0.0018737369437642304 -0.001860593863494931 -0.0011554506410344906 0.00013411115288782368 -0.0020197369061772988 0.00023637193604743507 0.00051693037442535181 7.0111052808401728e-05 -0.0020262056033509726 0.0016863576524765438 -0.00062379329222545259 -0.00080704002919357852 0.001459372438190444 0.0018092199353318768 0.0011095316679762446 -0.0011711098080464135 -0.002061024636462413 -0.00045254565140426451 0.0012264194383176824 0.00073480801372322621 0.0018980976945855341 0.0005298005838109594 -0.0016371497839264442 0.0011994923592354967 0.0019692670697336674 -0.00027426529102056804 -0.0017770325978873555 -0.0016851360648618573 -0.00049553036605885553
leaf_weight=2.6813960447907474 2.2827685475349417 3.4332454279065123 2.9560540337115517 2.6763046700507394 2.8160697612911454 1.8972108233720053 3.9921841323375693 0.64539612084627052 1.4382562674582002 1.846900351345538 2.0753448680043212 1.8545463867485583 1.7808781415224064 1.7953863516449926 10.252720441669224 1.6527020037174223 3.9480312280356857 1.8043598048388947 2.9053365923464298 3.6413123533129825 2.4089633300900575 9.4076833184808475 2.3116718232631674 5.572130734100937 3.0922199152410039 2.0661357715725899 3.2232607416808703 2.7886159829795458 43.890810372307897 10.372183699160789
leaf_count=63 28 112 106 32 33 29 20 6 12 26 19 14 12 30 230 17 63 24 36 37 20 152 18 69 20 17 29 49 1697 101
internal_value=0 -0.00103544 0.000408702 7.39058e-05 0.000228234 0.000606244 -0.00133517 -0.00144023 -0.000334726 -0.000162826 -1.13832e-05 0.000809951 0.00104668 0.00122662 0.00147729 -0.000290739 -0.000815448 -0.000506225 -0.000224148 -0.000182013 6.67482e-05 0.00143469 -0.000702814 -0.00104251 0.000399212 0.000819345 0.000345932 -0.00114851 -0.00165322 -0.000263639
internal_weight=0 90.9646 52.5455 40.01 37.054 26.3541 63.7116 59.7194 27.253 24.5716 22.7247 24.4569 20.1279 18.347 12.5355 4.32901 15.1832 11.7499 9.94559 20.6493 16.4225 16.4925 10.6999 8.3882 5.99756 7.08478 5.01865 4.22687 44.5362 12.7811
internal_count=3121 2305 816 558 452 332 1978 1958 327 264 238 303 254 242 258 49 255 143 119 219 158 228 120 102 56 76 59 61 1703 121
is_linear=0
shrinkage=0.00180288


Tree=157
num_leaves=31
num_cat=0
split_feature=1 12 12 52 47 50 3 3 51 52 474 3 43 52 15 124 12 1 43 49 48 13 51 2 123 4 1 43 49 52
split_gain=26.0704 7.09395 6.56241 4.33385 4.78569 4.81598 3.97809 2.76676 2.72508 2.25101 2.04575 2.04414 1.9221 1.90174 2.06798 1.84323 1.55568 1.47637 1.7935 1.42684 1.28894 1.2237 1.19611 1.19007 0.943159 0.939897 0.902203 0.883119 0.951267 0.743638
threshold=0.099195000000000019 0.079890000000000017 -0.064509999999999984 -0.43320999999999993 0.10019500000000002 0.10965000000000001 0.097915000000000016 -0.12018999999999998 -0.096089999999999981 0.19022000000000003 0.084660000000000027 -0.14847999999999997 -0.079109999999999986 0.12603000000000003 0.024640000000000006 -0.088544999999999985 -0.085119999999999987 0.14000500000000002 -0.072864999999999985 -0.13330999999999996 0.11926500000000002 -0.0034749999999999994 -0.076794999999999988 0.090545000000000014 1.0000000180025095e-35 0.0067750000000000006 0.086560000000000012 -0.51144999999999985 -0.49452999999999997 0.0046550000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 15 -4 5 13 7 11 -1 10 12 29 24 14 20 -2 -14 18 -6 -16 22 -13 -5 25 -10 26 -18 -9 -29 -3
right_child=2 6 3 4 17 -7 -8 27 9 -11 -12 21 16 -15 19 -17 23 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0017944753841855729 9.7469142020249901e-05 -0.0018069315539245387 -0.0017419685552982215 0.0004683597885754196 8.5581296691078802e-05 -0.0017020491812888487 0.00035808068946532504 -4.2629337891416725e-05 -7.6093153167017594e-06 -0.0018845959601353616 0.0013274435861205126 0.00092719221243690972 -0.0017323137395213089 -0.00029826814460821128 0.0009121561530913932 0.0017098096431116907 -0.00041186154874300071 0.00049397048212977007 -0.0015108704009877138 -0.0009942312697806125 -8.7967273305573289e-05 -0.00076553120042155106 0.0016351732523486049 0.00033323984327288152 0.001374714242474128 0.00022660729574047731 -0.0019121192291731101 0.00043150266369896385 -0.0015772364080811438 -0.00057224134720826195
leaf_weight=2.9730973001569536 2.419642310589551 3.2084335144609213 3.2803592383861533 3.0536231063306429 3.0081741027533999 2.2915033660829058 3.9984971880912772 1.1201502624899138 2.7490286380052664 1.8366885073482979 3.082132037729024 2.8423548229038715 2.3084805384278395 3.5805221535265437 2.3056840524077415 11.794308658689259 2.332011759281146 2.4888985604047766 5.9025923255830994 2.1468501985073081 1.7809974923729885 2.1048880405724031 13.425170224159961 5.7397716864943504 2.8432796522974968 2.0671613253653049 2.2113867811858654 0.67601270601153274 53.459171494469047 2.4255480132997036
leaf_count=63 28 59 106 24 33 32 20 14 27 26 26 20 36 34 21 230 23 18 69 19 11 28 191 51 28 21 26 7 1795 35
internal_value=0 -0.000984175 0.000443348 0.000117441 0.000269991 0.000637638 -0.00127162 -0.00137059 -0.000270909 -9.09434e-05 5.02449e-05 -0.000582292 -0.000144139 0.000841549 0.00102124 0.00143534 -0.000464346 -0.000651876 -0.000971926 -7.03458e-06 0.00127198 0.000206994 0.00141896 -0.000227342 0.000695201 -0.00071408 -0.00114207 -0.00152155 -0.00155215 -0.00127537
internal_weight=0 97.9781 57.4783 43.2644 39.984 28.5844 69.8351 65.8366 28.143 25.1699 23.3333 10.5812 20.2511 26.2928 22.7123 14.214 14.6588 11.3997 8.91077 4.45253 18.2598 4.94724 16.4788 12.3503 5.59231 6.61056 4.5434 55.2553 54.1352 5.63398
internal_count=3121 2305 816 558 452 332 1978 1958 327 264 238 142 212 300 266 258 157 120 102 40 226 48 215 121 55 70 49 1816 1802 94
is_linear=0
shrinkage=0.00168276


Tree=158
num_leaves=31
num_cat=0
split_feature=12 4 13 1 3 132 39 14 484 15 1 47 1 3 3 49 47 48 11 13 52 41 52 48 0 50 3 15 4 52
split_gain=21.1005 8.59115 6.61018 4.30278 4.10627 3.15585 3.01473 2.55861 2.12356 2.32098 2.05348 2.90262 2.28315 2.02382 2.02028 1.97324 1.76925 2.08654 1.76331 1.68478 1.57414 1.96 1.88024 1.41214 2.76182 1.35278 1.97977 1.27311 1.10018 1.09116
threshold=0.051320000000000005 0.36766000000000004 -0.0044799999999999987 1.0000000180025095e-35 0.14121000000000003 0.080640000000000017 0.14059500000000003 1.0000000180025095e-35 -0.0068949999999999992 0.035560000000000008 0.13707500000000003 0.092710000000000015 0.094090000000000021 0.12178000000000001 -0.097604999999999983 -0.23360999999999996 0.081320000000000017 0.10396500000000002 0.087830000000000005 -0.094514999999999988 -0.12005499999999998 0.078475000000000017 -0.091869999999999993 0.086260000000000017 -0.22491999999999998 0.079410000000000008 -0.15121499999999996 0.090455000000000021 0.0067750000000000006 0.0031350000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 6 8 14 16 -4 10 11 12 23 28 20 -16 -5 -18 -3 27 -2 22 -22 24 -10 26 -24 -17 -14 -26
right_child=1 18 5 7 -6 -7 -8 -9 9 -11 -12 -13 13 -15 15 19 17 -19 -20 -21 21 -23 25 -25 29 -27 -28 -29 -30 -31
leaf_value=-0.0010660884875386375 -0.0016635493975220867 0.0018024355276445682 -0.0014030979569518076 0.0017662527201381282 0.00054163651231127323 0.0015185145186342398 0.001899075430042274 -0.0011690828661166191 0.0015797353205165125 -0.0015088860873869404 0.0017472904000619296 -0.0013629963334348685 0.00039253872220197861 -0.00074445588987207532 0.00065851176296685763 -0.0010718176896237855 -0.00031609581750555789 0.0018743103427526922 3.3020339113456492e-05 -0.0016451171425916229 0.0018366021274114886 -0.0018796806539142419 0.0014763578081840891 -0.0013162509471567351 -0.001302134502373442 -0.0018775402979218296 -0.00059165589595593137 0.00090028826937415835 0.0018483738784591129 0.00020039079527264412
leaf_weight=2.5494871865958002 5.1164192482829121 3.0705692619085303 4.4107998572289935 13.938269680365925 3.8723438531160346 3.0823164135217658 0.87247223407030006 1.1662649363279332 2.4424250908196026 3.1767376586794844 1.926270993426441 4.3311925288289777 2.4223229810595495 1.7971072942018507 1.2377299703657616 5.0133401900529853 3.0607001334428778 2.1957865282893181 3.5936732068657875 45.981940235942602 1.1316998507827509 2.7132371310144654 1.6531816311180563 3.0348349548876277 3.0365964174270701 1.7276679296046484 7.6993937157094487 1.1909985914826391 4.1245499663054943 2.6706860139966011
leaf_count=46 128 43 60 284 22 38 12 13 18 40 20 48 33 11 13 102 26 31 36 1710 9 51 12 29 45 38 109 15 55 24
internal_value=0 -0.00102051 0.000312089 0.00103381 -0.00117975 -0.000141476 -0.00126942 0.00129675 -0.000294789 -0.000126003 4.43636e-05 -9.31191e-05 0.000188524 0.000867296 -0.00130705 -0.0014812 0.00144657 0.0005989 0.000848284 -0.00153195 -0.000842818 -0.000561468 -0.000268589 -0.000317858 5.39294e-05 -0.000483606 -0.000226109 -0.000693248 0.00130972 -0.000599037
internal_weight=0 84.8747 59.3663 22.9105 78.2104 36.4558 74.3381 20.361 33.3735 28.9627 25.786 23.8597 19.5285 8.34398 73.4656 53.424 19.1948 5.25649 6.66424 52.1863 20.0416 14.9252 12.2119 11.1845 8.14971 11.0802 9.35258 6.20434 6.54687 5.70728
internal_count=3121 2300 821 400 2221 421 2199 354 383 323 283 263 215 99 2187 1840 341 57 79 1827 347 219 168 116 87 159 121 117 88 69
is_linear=0
shrinkage=0.00171462


Tree=159
num_leaves=31
num_cat=0
split_feature=12 1 13 133 14 16 132 3 132 3 41 42 52 47 49 51 4 160 1 51 474 133 1 1212 38 402 4 52 1 0
split_gain=7.0349 3.65828 2.39744 2.44583 2.81879 2.34574 1.98724 1.85588 1.73973 1.63051 1.33769 1.31439 1.31337 1.3291 1.24339 1.22564 2.03569 1.21238 1.11254 1.03137 3.39717 0.940836 0.939181 0.923007 0.887123 0.886033 0.868555 0.851791 0.839866 1.6123
threshold=0.079890000000000017 0.13075500000000004 -0.0044799999999999987 -1.0000000180025095e-35 0.085220000000000004 -0.16927999999999996 0.082230000000000011 0.097915000000000016 0.087955000000000019 -0.097604999999999983 0.078475000000000017 1.0000000180025095e-35 -0.085984999999999992 0.092710000000000015 -0.23360999999999996 0.087505000000000013 0.0061450000000000003 -1.0000000180025095e-35 0.104035 -0.031924999999999995 0.084660000000000027 -0.088234999999999994 0.077565000000000009 -0.50120999999999993 0.11100500000000002 -0.50169499999999989 0.50194500000000009 0.060015000000000006 0.090475000000000014 -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=2 5 3 6 24 17 -1 9 12 10 11 21 18 15 -11 19 -17 -2 -4 20 -14 -7 -21 -16 -5 -25 -23 -15 29 -19
right_child=1 -3 8 4 -6 7 -8 -9 -10 14 -12 -13 13 27 23 16 -18 28 -20 22 -22 26 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0033710379845456129 -0.0030980065876342897 0.0025202447429148993 -0.0035963414595112861 0.003060032031278183 -0.0047024584637279602 0.0029264314392826187 0.0034863381864194856 0.00048801456323599836 0.0035554751526430599 0.0020410299590202666 -0.0040640852160402268 0.0011001037697841024 -0.0048416219649019933 -0.0030385282860240287 0.00071162230314315963 -0.0034378930208566146 0.0013646620945125725 -0.0040983733570509129 -0.00028128843373029271 -0.00034629329941211079 0.0030893128979756872 -0.0028859756034304439 0.0023964307093107392 0.00049786598130129262 -0.00099784392710466105 -0.0034974739215374202 0.0012546844321715137 0.00028288217741715484 0.0012852655749594642 0.00082959955572281508
leaf_weight=1.9881920618936413 1.69269842468202 2.6321726944297543 2.841170669533315 10.101934673264617 0.70060474146157581 0.49994386080652375 0.76423584111034859 2.8990722186863414 1.4965026229619969 0.60346107929944892 1.9712566165253509 3.153375206515193 1.3904836280271475 2.732777625322341 0.75432412512600677 2.3969534654170266 2.2214311491698027 1.3914267066866148 2.4738875981420279 2.1859632432460803 1.4321771487593649 4.4121087687089995 6.4224420040845871 0.75158072728663938 0.7564535681158312 20.552767175249762 0.77851431816816319 1.5986287910491226 4.6181966606527567 2.3021254688501354
leaf_count=56 52 55 85 317 7 10 25 17 26 7 52 47 23 37 26 38 16 33 31 23 18 190 108 22 11 1663 11 23 49 43
internal_value=0 -0.00162464 0.000397503 0.00159488 0.00232398 -0.00185987 -0.00146703 -0.00228613 -0.000232678 -0.00252636 -0.00137175 -0.000771642 -0.000453296 -3.60223e-05 -0.00307738 0.000443457 -0.00112788 -0.000309975 -0.00205335 0.00107831 -0.000817581 -0.00180885 0.00169996 -0.00321741 0.00277734 -0.00335653 -0.00226494 -0.00181267 0.000257812 -0.00102686
internal_weight=0 49.013 41.5038 14.3114 11.559 46.3809 2.75243 36.3764 27.1924 33.4773 10.8152 8.84394 25.6959 20.3809 22.6621 16.0495 4.61838 10.0044 5.31506 11.4311 2.82266 5.69057 8.60841 22.0587 10.8584 21.3043 5.19062 4.33141 8.31175 3.69355
internal_count=3121 2277 844 416 335 2222 81 2045 428 2028 310 258 402 286 1718 226 54 177 116 172 41 211 131 1711 328 1685 201 60 125 76
is_linear=0
shrinkage=0.00361425


Tree=160
num_leaves=31
num_cat=0
split_feature=1 12 0 150 1 4 151 2 4 42 47 48 447 52 2 159 2 0 3 14 47 51 1 403 1213 151 448 15 52 15
split_gain=16.2475 5.26477 4.46864 3.85775 3.78017 3.56069 2.96506 2.74475 2.4032 3.6396 2.31781 2.75214 2.23442 2.15952 2.08215 1.63883 1.80805 2.9554 1.58515 1.39648 1.59445 1.25967 1.22843 1.5316 2.34928 1.54613 1.19534 1.9084 1.10477 0.959843
threshold=0.094465000000000007 -1.0000000180025095e-35 -0.060129999999999996 0.081835000000000019 0.077565000000000009 0.23246000000000003 -0.0096649999999999982 0.11448000000000001 -0.49405499999999997 0.092620000000000022 0.090100000000000013 0.11280000000000003 0.084700000000000011 0.10347000000000002 0.088850000000000012 0.092630000000000018 0.10327000000000001 0.10455500000000001 0.11296500000000002 -0.46885499999999997 0.10843500000000002 0.086685000000000012 0.080000000000000016 0.03138500000000001 -1.0000000180025095e-35 -0.085369999999999988 -0.013069999999999998 -0.074054999999999996 0.17829500000000004 -0.09551999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 4 5 18 7 -7 29 13 15 28 -12 14 -4 22 16 -10 -18 -1 -8 -21 -16 -6 25 -25 -24 -5 -28 -2 -3
right_child=1 3 8 26 12 6 19 -9 9 -11 11 -13 -14 -15 21 -17 17 -19 -20 20 -22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0017143295422381939 0.0017999658840871441 -0.00019802657334253631 -0.0021094827636498211 0.0020599711123988574 0.00076213920118095948 -0.0016110739295776947 -0.00067385326151679994 0.00028607337756119755 0.0017413535811639971 -0.0020038515573660969 -0.00082695382046414157 0.0019700727308705379 0.0018858360735729924 0.00024024883453260796 0.00069293158203662661 -0.00069339753211586006 -0.0019602813778697562 0.0017937728009734706 0.00011731616093493278 0.0015145962462125196 -0.00022654997271406293 -0.0010089746355058415 4.5462214320280801e-05 -0.0018846402774641703 0.0021691191624004656 -0.0019162280457402825 0.0013910616050210537 -0.00060794652834435313 -0.0004141769845458417 -0.0016493359546881725
leaf_weight=33.601626418530941 10.319577779620886 1.7898833490908117 3.3902496770024326 2.4478743821382523 0.98845425061882153 2.1971480548381797 1.9629735201597203 4.2371627353131762 5.0237528905272466 1.9918530397117127 3.3256062120199195 1.8058037981390951 1.0968677382916201 2.1117018014192581 4.0071840062737456 2.2039696704596281 1.4001166056841614 1.3905465863645075 1.6490052118897427 6.2769527900964004 2.4259646832942963 2.2643887754529715 1.5714876949787129 0.94508260674774647 0.95741111785173305 8.943698523566125 3.8506804145872593 2.704794039949773 0.80842775106430131 9.9085632488131559
leaf_count=1448 256 28 64 38 17 21 17 55 36 64 26 30 12 18 41 19 38 9 9 90 20 24 22 34 12 317 57 32 9 258
internal_value=0 0.000303586 -0.00101356 -6.97111e-05 -0.00126493 -0.000395502 0.000318348 -0.000971714 -0.000209346 0.000247974 0.00117147 0.000157353 -0.000647776 -0.00120763 -0.000789004 0.000695681 0.00108746 -8.96912e-05 -0.00162865 0.000715804 0.00102925 7.84482e-05 -0.00119481 -0.00135058 0.000155374 -0.00162305 0.000972384 0.000566269 0.00163911 -0.00142728
internal_weight=0 54.0614 73.5374 37.802 56.0252 28.7986 12.863 15.9356 17.5122 12.0102 16.2594 5.13141 20.7746 5.50195 19.6777 10.0184 7.81442 2.79066 35.2506 10.6659 8.70292 6.27157 13.4061 12.4177 1.90249 10.5152 9.00335 6.55547 11.128 11.6984
internal_count=3121 937 2184 616 1936 489 148 341 248 166 321 56 479 82 467 102 83 47 1457 127 110 65 402 385 46 339 127 89 265 286
is_linear=0
shrinkage=0.00182395


Tree=161
num_leaves=31
num_cat=0
split_feature=1 12 12 13 49 2 15 16 457 40 43 13 52 12 124 484 151 50 15 51 16 3 133 160 160 12 148 133 0 15
split_gain=6.44506 2.7572 2.43792 1.92077 1.96827 1.68498 1.61062 1.571 1.50416 1.49435 1.4929 1.5506 1.45914 1.59413 1.44818 1.42365 1.44787 1.25098 1.53884 1.64405 1.52044 1.30527 1.21394 1.29518 1.17379 1.08911 1.05739 1.04119 1.03582 1.00725
threshold=0.099195000000000019 0.084100000000000022 -0.064509999999999984 -0.095304999999999987 -0.081604999999999997 0.14838000000000004 0.084050000000000014 0.071345000000000006 0.045365000000000009 0.064905000000000018 -0.17390999999999998 -0.0025349999999999995 0.11434500000000002 0.086850000000000024 -0.50724999999999987 -1.0000000180025095e-35 -0.0017399999999999998 0.07826000000000001 -0.008624999999999999 -0.010009999999999998 0.15273500000000004 -0.14989499999999997 -0.088004999999999986 -0.079009999999999983 0.083670000000000008 0.092755000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.10151999999999999 -0.053579999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 14 12 24 7 17 8 15 26 11 -6 13 -3 -2 -4 -17 18 19 -1 -20 -21 -18 -24 -5 -25 -9 -23 -15 -28
right_child=2 3 5 4 10 -7 -8 9 -10 -11 -12 -13 -14 28 -16 16 22 -19 20 21 -22 27 23 25 -26 -27 29 -29 -30 -31
leaf_value=-0.0029396136773816176 -0.0028410909512463175 -0.0036524656462888936 -0.0027788669068836143 -0.0015447957393971495 0.0039372097879076164 0.0025552004649904581 -0.0031704391355443368 0.0014162412342645788 0.0024245360692494913 0.0026823613711231763 -0.0028802337773214375 -0.0016404217448612241 -0.0036150599257575551 -0.00098680158140343 0.0025103115068353093 -0.0015686942133097694 -0.0019287974056677859 -0.0026429920257339018 0.0020614310834023465 0.0036458235411506706 -0.0010285045487638449 -0.0032035104481762159 -0.0011139976567464593 0.0027808992514967343 0.0028343475432059282 0.00042016478375720611 -0.00051610217618179859 4.7778377280074012e-06 0.0017563172703961062 -0.0034757025813689233
leaf_weight=2.3385582212358758 0.51723368279635895 0.92243158631027 1.6529021859169102 1.2931867623701756 0.59071202389895949 2.3391891019418827 1.8429237371310581 0.7419279608875512 2.6553425062447777 0.72358025610446919 18.351176680997007 2.3377378368750277 1.1905735377222297 2.0989051461219783 6.3778134780004612 3.2217099145054879 1.3642915654927552 1.7691779183223832 5.1985570564866093 0.82235335186124281 2.1214445354416966 1.1006121467798982 1.8700839383527688 4.2205994650721337 1.0486956555396316 3.2901967046782374 1.6067932909354565 7.3348530810326249 3.4316729009151463 3.3691756958141914
leaf_count=77 7 35 44 38 6 61 99 13 50 5 1480 103 34 33 251 54 18 63 78 8 38 44 38 69 14 49 53 115 40 104
internal_value=0 -0.00123544 0.00047615 -0.00182655 -0.00226023 6.00575e-05 -0.000415089 -0.000176084 0.000284303 -0.00148225 -0.00255478 -0.00051533 -0.000486322 9.09272e-05 0.00210887 -7.95336e-05 0.000239917 -0.000169609 6.17175e-05 -0.000635292 0.00116592 -5.32115e-05 0.000782191 0.00117646 0.000416186 0.00174675 -0.00200927 -0.000413822 0.000715278 -0.00252002
internal_weight=0 53.7936 33.9508 31.2651 23.6215 27.0558 22.5285 24.7166 18.2751 6.44148 21.2796 2.92845 7.64358 6.45301 6.89505 15.6198 13.9669 20.6856 18.9164 11.5964 7.32 9.25782 10.7452 9.38088 2.34188 7.5108 5.7179 8.43547 5.53058 4.97597
internal_count=3121 2305 816 1783 1641 558 522 497 322 175 1589 109 142 108 258 272 228 423 360 244 116 167 174 156 52 118 170 159 73 157
is_linear=0
shrinkage=0.00307586


Tree=162
num_leaves=31
num_cat=0
split_feature=4 12 48 43 3 50 52 3 15 1 1 150 52 133 151 52 51 0 0 16 49 133 160 2 2 4 15 52 1 457
split_gain=17.4339 9.37528 4.38732 4.19998 5.38874 3.54519 3.5262 2.48486 1.8452 1.60041 1.58637 2.30169 1.5068 1.29433 1.17766 0.981615 0.936917 0.86408 1.45588 1.11405 1.01676 0.724564 1.3652 0.977691 2.37652 0.709273 1.11755 0.566187 0.478988 1.59202
threshold=0.27834500000000006 0.051320000000000005 0.12230500000000001 -0.04890499999999999 0.30112000000000005 0.11875500000000001 -0.037344999999999996 0.14121000000000003 0.15614500000000003 0.077845000000000011 0.111945 0.082565000000000013 -0.087284999999999988 0.085075000000000026 -0.024429999999999997 -0.0092699999999999987 -0.17083999999999996 -0.060129999999999996 -0.053834999999999994 0.38525000000000004 0.065470000000000014 -1.0000000180025095e-35 -0.091944999999999985 0.090545000000000014 0.11263500000000001 -0.111605 0.050935000000000008 -0.0064899999999999992 0.083135000000000014 0.080930000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 12 10 9 8 17 -1 11 -2 -5 -8 -14 -6 -11 28 -19 20 25 -16 -23 27 -25 -20 -27 -24 -3 -30
right_child=2 7 -4 4 15 -7 13 -9 -10 16 -12 -13 14 -15 21 -17 -18 18 19 -21 -22 22 23 24 -26 26 -28 -29 29 -31
leaf_value=-0.00045966546137447877 -0.00034395549580537723 -0.0014137622399564695 -0.0012033318590610491 -0.0014178596316559867 0.0015166906260165589 -0.0011906469519694424 -0.0010445579807679395 -4.8773921282561018e-05 -0.00015943230021516901 2.1194646947478147e-05 0.001396552732220656 0.0015133919351814679 -6.5621564446320048e-05 0.00026953191294619861 -0.001493439126636009 1.0995735614961411e-05 0.0015008317288755016 0.00016843280442348669 -0.0013679119835014065 -0.0015658564062335846 0.00017899734926099379 -0.0016120659719379357 -0.0014765085878703779 0.0006941020785198905 -0.0010212303467805211 0.00063201057689366794 -0.0012084607064144167 -0.00057008168523332598 -0.0012579745715346228 0.00039426781049932397
leaf_weight=1.3634075932204721 3.1816498059779432 53.185785248875618 2.5484823919832698 8.0734014064073545 2.1610898729413752 1.6025494188070286 3.8643370233476144 3.5586013980209819 3.0058990791440001 1.0279627908021209 8.3494536131620389 2.2328610476106405 4.4528355076909092 2.3828744236379862 3.0559395663440307 1.4050200171768654 4.6409215945750475 1.8902055062353635 4.6420661732554427 6.7262988314032546 1.6619029473513363 2.8639749586582193 2.4043216742575169 3.1957743130624294 3.1577402539551258 1.0902632344514125 1.6022407524287698 3.1055222228169388 24.341800076887015 1.2035216949880112
leaf_count=14 34 1408 23 103 44 14 32 22 29 12 228 41 37 30 37 21 104 28 42 125 18 32 19 26 23 12 30 29 489 15
internal_value=0 -0.000962878 0.000500729 -0.000445078 -0.000707109 0.000783342 0.000223356 -0.00120015 -0.00124139 0.000904445 0.00101317 0.000421986 -0.000898956 -0.000543325 -0.000710555 0.000923458 0.00123252 -0.00127514 -0.000994363 -0.00113416 -0.00081139 -0.000872042 -0.000743102 -0.000533322 -0.00015843 -0.0010358 -0.000463207 -0.000965618 -0.00133796 -0.00118013
internal_weight=0 150.064 17.915 47.1551 33.8756 15.3665 13.2795 102.909 99.35 7.03229 13.764 5.41451 30.3095 6.24721 22.2361 3.56611 5.66888 96.3441 17.613 15.7228 8.99647 17.7833 14.7273 11.8634 6.35351 7.33457 2.6925 5.50984 78.7311 25.5453
internal_count=3121 2781 340 563 371 317 192 2218 2196 130 303 75 306 62 203 65 116 2167 255 227 102 166 129 97 49 84 42 48 1912 504
is_linear=0
shrinkage=0.00140232


Tree=163
num_leaves=31
num_cat=0
split_feature=1 484 0 0 52 47 15 1 160 50 48 14 49 3 52 4 2 16 48 1 43 4 43 43 132 1212 457 3 128 51
split_gain=5.96149 2.54885 2.38746 2.72892 2.37567 2.13403 2.39735 1.94651 1.93317 1.89367 2.07233 1.73413 1.76348 1.72154 1.63933 1.94262 1.60057 1.5968 1.39531 1.45902 1.19541 1.10541 1.05751 1.80816 1.18568 1.11847 1.02823 0.986922 0.952249 1.09977
threshold=0.094385000000000011 -0.0068949999999999992 -0.060129999999999996 -0.10096999999999999 -0.43320999999999993 0.096300000000000011 0.035560000000000008 0.11146500000000002 -0.51146999999999987 0.11843500000000001 0.12879500000000002 0.062655000000000016 0.0065400000000000015 0.16158000000000003 0.11434500000000002 -0.49405499999999997 0.10731 0.27776000000000006 0.086260000000000017 0.077565000000000009 -0.067199999999999996 0.09173000000000002 -0.084004999999999982 -0.086304999999999979 0.12361500000000002 -0.50120999999999993 0.09061000000000001 -0.116045 0.086435000000000012 -0.076794999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 11 -2 6 8 -8 -6 10 28 12 18 20 15 17 -17 -4 19 -3 21 -7 23 24 26 -24 -5 -18 29 -10
right_child=4 2 14 22 5 13 7 -9 9 -11 -12 -13 -14 -15 -16 16 27 -19 -20 -21 -22 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0036755067861355896 -0.0035868967772305013 -0.00063052656243177678 -0.0039854890943272518 -0.0030806056693219635 -0.0039780631632398379 -0.0021213439052267706 -0.0033213739200173196 0.0010246631182094788 0.00053540296877423491 -0.0025584514374324052 -0.0021343993270760875 -0.0037297426151619837 -0.003397741805403694 0.0028888056503299205 -0.0027155291929790199 0.0026568936649749623 0.00150573613517631 0.001333361535669278 -0.0013941993051775831 0.0028283828326523984 -0.0022841570346876288 0.0016687572053935723 0.0011983049687516497 0.006234142508468276 0.0038881556680586157 -0.0034808431708315277 0.000930265746145938 -0.0036073000845601062 -0.0013932340719851237 0.0030716886726371829
leaf_weight=5.8607766628265372 1.7953921239823092 2.4021228235214931 1.6536293737590306 4.2838568836450577 0.71843041293323295 1.5376004446297873 2.4035446280613533 2.6918248999863863 2.4979962352663341 1.1116974689066399 1.2841244786977757 1.7462815763428796 1.5751391816884268 1.4164919201284636 2.091303543187677 5.3125193174928418 0.90402017533779033 1.200219379737973 2.9193862453103065 4.0124396663159132 5.7144487621262661 2.4732738696038723 0.66682909615338104 0.3583592744544174 0.40527386311441649 11.222099280916153 0.9649103907868265 0.95808995980769485 0.74221931025385934 13.440771160647277
leaf_count=397 119 45 39 279 12 39 82 44 46 22 10 56 71 25 44 47 7 9 38 40 94 25 22 32 12 961 18 61 13 412
internal_value=0 -0.00150492 -0.00120683 -0.0017297 0.000353873 0.00055023 0.00112176 -0.00102541 0.00167445 0.00188733 0.00216243 -0.000482103 3.77658e-05 -0.000726562 0.000111446 0.000700974 0.00167533 -0.00174858 0.000617521 0.00153309 -0.00125314 0.000215792 -0.00261169 -0.00141199 -0.00189661 -0.0032184 -0.00234326 -0.00112502 0.00249321 0.00267419
internal_weight=0 48.5373 42.6765 30.5567 37.8278 36.0324 24.8906 5.09537 19.7952 19.0768 17.9651 12.6554 10.9091 11.1418 12.1198 10.0285 7.17463 2.85385 9.33395 6.41456 9.72532 4.01087 17.9013 6.0124 5.65404 11.8889 5.24877 1.86211 16.681 15.9388
internal_count=3121 2178 1781 1574 943 824 641 126 515 503 481 250 194 183 207 163 115 48 123 85 158 64 1324 341 309 983 297 68 471 458
is_linear=0
shrinkage=0.00351016


Tree=164
num_leaves=31
num_cat=0
split_feature=4 12 9 151 3 43 52 50 47 1 51 13 1 16 52 52 52 457 49 16 457 1 43 15 4 4 0 13 3 13
split_gain=12.6295 6.60724 3.87344 3.52364 2.68099 3.28965 2.5747 2.57218 2.32262 2.14592 1.77305 1.59411 1.46804 1.98577 1.28202 1.27883 1.03045 1.02263 1.30068 1.09552 0.921256 1.45198 0.981193 0.671845 0.756885 0.602966 1.4747 0.534013 0.854311 1.53063
threshold=0.27834500000000006 0.051320000000000005 -0.036024999999999995 -0.27559499999999998 0.30112000000000005 -0.04890499999999999 -0.012164999999999999 0.11875500000000001 0.12794000000000003 0.13021500000000003 -0.092264999999999986 -0.47860499999999995 0.111945 -0.54165499999999989 0.091820000000000013 -0.0092699999999999987 -0.087284999999999988 0.082380000000000009 0.10595500000000001 -0.092484999999999984 0.080930000000000016 0.083135000000000014 -0.090869999999999992 1.0000000180025095e-35 -1.0000000180025095e-35 -0.15764999999999998 0.11070500000000001 -0.094514999999999988 -0.078934999999999991 -0.10664
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 5 6 10 8 12 11 -4 -3 13 -5 -8 -6 -7 18 23 -19 25 22 -22 24 -18 26 -13 28 -27 -30
right_child=3 9 4 7 15 16 14 -9 -10 -11 -12 20 -14 -15 -16 -17 17 19 -20 -21 21 -23 -24 -25 -26 27 -28 -29 29 -31
leaf_value=0.0022798359324845024 -0.0022085531105129393 -0.00028922695912181003 -0.0007173451008024702 0.002238013349173841 0.0021619580950467633 -0.0020119492951800946 -0.0020223667008515485 -0.0016239226745619474 -0.0016114089160885654 0.00021264257952721121 0.0018378772223810653 -0.00037548633681443248 0.002127164914281715 -0.00053564592870054362 3.2449978957243524e-05 -0.00057850990531012358 -0.00076627113847393805 -0.0013964718607499503 -7.0838915219568509e-05 0.00058223487350412726 -0.0001390198343847129 0.00090393677019763032 -0.0022228187789871314 -0.0026705674785544712 -0.0018948349532218699 -0.0019247379533413821 -0.0020537160120041712 -0.0019893386538335721 -0.0020022940856914244 0.00073717875059225372
leaf_weight=1.7363999150693405 1.6580500230193127 3.0400264747440806 1.6594989970326421 1.8268697932362554 1.738694937899709 7.1645614355802527 2.6028453018516284 1.4533878304064263 1.0773593559861172 2.4073673021048299 3.5115600768476725 3.7311068847775442 6.6424694918096066 2.5894754528999311 2.4424063339829445 1.1904637124389399 4.2135786656290275 2.0631101131439209 2.634814277291297 2.6560199037194243 1.3747904002666467 1.2876802012324331 2.9496284704655404 2.1909034550189963 5.9463541675359082 6.0642590206116438 5.2028450015932322 57.907050402835011 1.7112869191914799 1.6746696773916463
leaf_count=47 15 18 17 38 44 103 26 14 10 30 83 38 228 35 22 19 42 16 29 25 22 17 56 20 70 111 96 1784 21 25
internal_value=0 -0.00136538 -0.000698791 0.000595044 -0.000828045 -0.000976236 7.70642e-06 0.000937108 0.00124381 -0.00168399 0.00101785 -0.00173774 0.00152197 0.000611709 -0.00102763 0.00104818 -0.00135035 -0.0011098 -0.00137022 -0.000282816 -0.00179151 -0.000994927 -0.00156035 -0.00164742 -0.00142679 -0.00185011 -0.00135283 -0.00191606 -0.00146706 -0.000647371
internal_weight=0 129.102 41.7512 15.2476 40.0148 37.0857 10.2163 13.5896 12.1362 87.3507 5.17106 84.9433 11.0588 4.41635 5.04525 2.92916 26.8693 19.7048 14.9857 4.71913 81.9033 5.6121 4.32442 12.3508 10.1599 76.2912 8.93395 67.3573 9.45022 3.38596
internal_count=3121 2781 563 340 516 453 148 325 311 2218 100 2188 301 73 48 63 305 202 161 41 2170 95 78 132 112 2075 134 1941 157 46
is_linear=0
shrinkage=0.00203712


Tree=165
num_leaves=31
num_cat=0
split_feature=1 12 47 52 13 50 3 51 16 1 474 43 43 128 48 48 43 11 2 15 52 160 1 160 3 0 16 48 43 49
split_gain=21.054 5.97765 5.4002 4.59816 3.43739 3.22591 2.4734 2.36914 2.16192 2.82192 2.15094 1.90762 1.79193 1.78916 1.76477 2.12563 1.34647 1.34375 1.54959 1.22659 1.05047 0.982422 2.51313 0.965217 1.44477 1.27607 1.0915 1.50523 0.880587 0.864757
threshold=0.10089500000000001 0.079890000000000017 0.087885000000000019 -0.38533999999999996 -0.15078499999999997 0.11610000000000001 -0.12018999999999998 -0.096089999999999981 -0.061854999999999993 0.13210500000000003 0.084660000000000027 -0.079109999999999986 -0.023869999999999995 0.086435000000000012 0.12879500000000002 -0.08595499999999999 -1.0000000180025095e-35 0.081790000000000015 0.084145000000000011 -0.055554999999999993 -0.010034999999999999 -0.080409999999999995 0.111945 -1.0000000180025095e-35 -0.086769999999999986 -0.23091999999999999 -0.056919999999999991 0.086910000000000015 -0.13868499999999997 -0.081604999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 -2 -3 13 17 -1 9 12 11 20 -4 14 15 -5 -13 18 -6 -10 -9 22 -17 -18 -25 -26 27 -27 -20 -8
right_child=2 4 8 5 6 -7 29 10 19 -11 -12 16 -14 -15 -16 21 23 -19 28 -21 -22 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=-0.0018734308092797657 -0.0014555031645322484 -6.9894105021138533e-05 0.00068193830952275258 -0.00037713246913837726 -0.0017823850416487743 -0.0011411612688375797 -0.00073735034913085553 0.0015644702227295554 -0.0017780241671352217 0.0018897310492931949 0.0012528478733697958 -0.0018661712406669074 -0.0011011191514767834 -0.00076747703473623442 -8.465870956824768e-05 -0.00073129292090274428 -0.0013072067678853033 -0.0018930872277729978 -0.00068065141797786499 -0.00023638543338391904 -6.2956326140723013e-06 0.001759585082169875 0.0018325058498621504 0.001163405030563224 0.00079708888832664667 0.00062013675810528772 -0.0019243251221075818 -0.0014352621918648301 0.0008409005121534001 -0.0016502423368993417
leaf_weight=2.7186752241104868 2.5294285565614691 6.4855095613747826 2.9480449557304391 1.9083780497312641 1.4601393956691007 2.0145709812641135 3.5055019818246356 2.0195115804672241 4.0723618734627962 2.2230282425880432 3.0758631788194171 2.4126043580472567 4.4057644717395315 1.414816815406083 2.7088897041976443 1.9031415581703282 3.0456320755183759 1.8150683287531135 1.879620045423507 2.6826991941779843 3.9315001778304675 18.152611868456002 3.2342289611697197 2.0358693152666136 1.8562005385756526 2.3116731420159367 2.0819533504545342 2.1595541760325432 3.2578488718718295 44.909829372540116
leaf_count=69 71 59 28 22 27 29 67 26 72 26 29 39 46 13 24 24 43 37 28 27 40 338 60 14 12 20 35 20 28 1748
internal_value=0 -0.000990973 0.000437184 0.000840388 -0.00129086 0.00102571 -0.0014302 -0.00030427 -0.000398905 0.000142013 -0.000133152 -0.000328222 -0.000386315 0.00117458 0.00127304 0.00141899 -0.000648149 -0.000544233 -0.000173149 -0.00116578 0.000526753 0.00156617 0.000882745 -0.000430328 -0.000174647 -0.000498583 -0.000865584 -0.000372599 0.000284218 -0.00158414
internal_weight=0 90.9626 50.198 33.8661 63.3135 31.3366 56.828 27.649 16.3319 9.57684 24.9304 21.8545 7.35381 29.3221 27.9073 25.1984 15.9035 8.41268 6.59761 6.75506 5.95101 23.29 5.13737 13.4909 10.4453 8.40938 6.55318 4.47123 5.13747 48.4153
internal_count=3121 2341 780 581 1994 510 1935 347 199 100 278 249 74 481 468 444 183 120 83 99 66 422 84 144 101 87 75 40 56 1815
is_linear=0
shrinkage=0.00177022


Tree=166
num_leaves=31
num_cat=0
split_feature=4 12 151 9 42 1 42 484 160 52 1213 151 15 403 43 12 3 0 15 1 52 52 43 484 15 456 402 3 156 41
split_gain=5.90128 4.28716 2.21016 1.93529 1.90752 2.60166 2.52866 2.19033 1.66616 2.32109 2.22008 2.34079 1.5413 1.45081 1.41774 1.33956 2.01715 1.84063 2.41008 2.31091 1.30063 1.50648 1.25719 1.19873 1.02108 0.995452 0.980987 0.980073 0.979797 0.849841
threshold=0.27287000000000006 0.051320000000000005 -0.27559499999999998 -0.036024999999999995 -1.0000000180025095e-35 0.13021500000000003 0.091735000000000025 -0.068929999999999977 -0.090969999999999981 -0.15275999999999998 -0.082704999999999987 -0.089594999999999994 0.035560000000000008 -0.092474999999999988 -0.04890499999999999 0.099400000000000002 -0.078934999999999991 -0.084044999999999995 0.013270000000000002 0.083135000000000014 -0.012164999999999999 0.096795000000000006 -1.0000000180025095e-35 -1.0000000180025095e-35 0.19724500000000003 0.09827000000000001 0.085065000000000016 0.31299000000000005 0.091255000000000017 0.08178500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 6 7 -6 26 -10 -11 -12 14 -13 20 16 17 19 -19 -15 -5 -22 -16 -4 -8 29 -9 28 -24 -25
right_child=2 4 23 12 5 -7 24 8 9 10 11 13 -14 15 22 -17 -18 18 -20 -21 21 -23 27 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0032338084225559489 -0.0028016794741599102 -0.0025546221317277592 -0.0014290588187425035 0.0021684336196332752 -0.0030063442485485144 0.0026818480019060826 -0.0029489523873274482 -0.0030167698866983253 -0.0025602464836734251 -0.0029736852192334281 -0.0027814516196481343 -0.0029342637121945641 -0.0021809622682564208 -0.0029616402960716244 -0.0028150032245807884 -0.00099540993459589964 0.0040116919190981573 0.00059851668621392206 0.0053879120055601373 0.0021872507008893127 -0.0020270803531550925 0.0017347929824121169 -0.0001950084532659994 0.0024909018877154634 0.00135769076301169 -0.0015101587997024427 0.0023582945394545656 0.001841956536269879 -0.0026043777199528414 0.00038191894013277005
leaf_weight=1.3692582203075314 1.0339874364435662 10.47380464337766 1.0006827544420946 3.9141305722296238 3.2892698207870152 1.3847521282732476 7.64965079911053 2.6764252921566398 2.7306431429460689 1.5013701291754955 1.4051809757948017 0.67582835257053986 3.0096408613026133 1.6364378863945597 1.6643633274361622 1.6387588437646616 2.4805443622171586 2.3938131649047141 1.3392941476777194 1.2619297420606015 1.8239237330854039 1.6639120671898124 13.351372512988734 7.9228835236281121 0.4781193658709525 0.67635977454483587 0.30964728165417899 1.709022489376365 1.5385915515944351 1.9452151842415331
leaf_count=47 15 718 18 96 225 23 489 171 156 89 60 45 58 92 42 16 25 45 17 27 25 18 176 272 4 9 9 49 47 38
internal_value=0 -0.000916685 0.00120276 -8.67756e-05 -0.00149219 -0.00115346 -0.00132224 -0.000843969 -0.000489222 -0.000144454 0.000315785 0.000700666 -0.000245337 0.00112888 -1.8356e-05 0.0013843 0.00181228 0.000989577 0.00231677 -0.000719848 0.00103713 -0.000232436 -0.000446137 0.0015614 -0.00269561 0.0018452 -0.00245939 -0.000208613 -0.00044397 0.00207518
internal_weight=0 73.3697 12.5791 30.0442 43.3255 32.8517 31.4669 23.3391 20.0499 17.0638 14.3332 12.8318 28.675 11.4266 25.6653 10.7508 9.11202 6.63147 3.73311 2.89837 7.40197 3.48784 18.2633 11.5451 8.12777 10.5445 2.98607 16.599 14.89 9.8681
internal_count=3121 2769 352 558 2211 1493 1470 977 752 572 416 327 511 267 453 222 206 181 62 119 139 43 314 337 493 319 180 272 223 310
is_linear=0
shrinkage=0.00285899


Tree=167
num_leaves=31
num_cat=0
split_feature=1 12 12 124 13 3 150 484 2 16 402 15 133 52 51 50 15 48 1 133 43 0 151 16 150 42 157 51 43 49
split_gain=5.23841 2.2014 2.10963 1.83462 1.67287 1.84301 1.51812 1.65915 1.54394 1.48988 1.38762 1.31271 1.18071 1.26004 1.08345 1.11269 1.43083 1.26603 1.4331 1.24258 1.68484 1.38068 1.08167 1.094 1.07956 1.04952 0.93579 0.914317 0.911641 0.917107
threshold=0.099195000000000019 0.084100000000000022 -0.064509999999999984 -0.51664499999999991 -0.095304999999999987 -0.097604999999999983 0.081835000000000019 -1.0000000180025095e-35 0.14838000000000004 -0.51370499999999997 0.099530000000000021 0.084050000000000014 -0.25159999999999993 -0.43320999999999993 -0.10748999999999999 0.07826000000000001 -0.008624999999999999 0.099600000000000008 0.085110000000000005 0.085895000000000013 -0.072534999999999988 -0.11013499999999998 -0.055494999999999996 -0.06421499999999998 0.12187000000000002 -1.0000000180025095e-35 -0.071119999999999989 -0.092264999999999986 -0.17390999999999998 -0.49452999999999997
decision_type=2 2 2 2 2 2 2 2 2 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 9 25 7 -4 12 -3 -11 14 -9 -14 -1 16 17 18 -16 20 -18 -22 -15 -24 -8 -6 -25 -28 -7 -30
right_child=2 4 6 -5 5 28 24 8 -10 10 -12 -13 13 22 15 -17 19 -19 -20 -21 21 -23 23 26 -26 -27 27 -29 29 -31
leaf_value=-0.0035251436359010515 -0.0045902811210227299 0.0031263337143092656 -0.003214536556682432 0.0026803563955249024 -0.0034582167479856713 0.00071736529710235593 0.0027700277643522633 -0.003919735517319751 0.0036681677497012555 -0.0019362338114134136 0.0023463193364619533 -0.0034850265689836289 -0.0034461745755464158 -0.0019625259060745575 -0.0031620345412563949 -0.0028407790288166668 0.0049805366479628421 0.0021836645229453607 -0.00022201910727544764 -0.0014177313033127313 0.0029905546254215425 -0.0012790871800846286 0.0015421818927473631 0.0021159462593269888 -0.00016488570192781243 -0.00013207562697167721 0.00016262014547627294 -0.003043000981310935 0.00089401777081372653 -0.0034364897139924299
leaf_weight=1.1334025338292146 0.4296029433608054 1.0715618282556532 2.2749832440167763 5.760842313058677 1.4160138303413985 0.69415034819394783 3.2839273577556005 1.0289639336988461 1.1502414569258679 5.1308308541774776 1.049900049343705 1.6149059771560121 1.2345005879178774 2.3519830098375776 2.7513534491881817 1.5717944623902429 1.6573880603536961 1.5679950071498741 6.2446798253804445 1.4257897417992351 1.7199423182755706 1.770585437305271 6.1210658540949314 1.1682619079947469 2.5764272436499596 4.7874433817341968 2.2080011125653978 1.9129241490736144 0.58682599291205662 14.07696928316726
leaf_count=56 4 10 63 254 107 25 94 14 34 108 24 99 101 34 111 56 21 31 76 15 17 40 96 26 33 75 28 35 5 1429
internal_value=0 -0.00136542 0.000399773 0.00217579 -0.00197833 -0.00245262 -3.45921e-05 -0.000490842 -0.000130084 -0.000568238 -0.00120877 -0.000542399 -0.000402702 -0.00016139 -0.000302915 -0.000107716 0.000142948 -0.000630663 -0.0011212 0.00138615 0.00216273 0.00082476 0.000133262 0.000565265 0.00147973 -0.000891307 -0.000565301 -0.00132542 -0.00308327 -0.00326319
internal_weight=0 50.2715 31.5017 6.19045 28.8137 21.5614 25.3113 19.4509 17.1759 7.25229 6.18073 21.4578 16.0257 14.9967 19.8429 18.7095 17.1377 10.564 8.99603 6.57371 5.14792 3.49053 13.7622 11.4103 5.86035 6.20346 5.28919 4.12093 15.3579 14.6638
internal_count=3121 2305 816 258 1783 1641 558 431 368 142 132 522 334 320 423 367 311 218 187 93 78 57 219 185 127 182 89 63 1459 1434
is_linear=0
shrinkage=0.00339402


Tree=168
num_leaves=31
num_cat=0
split_feature=4 12 151 42 1 42 484 9 160 52 1213 151 12 3 4 16 0 151 4 1456 15 15 16 150 4 160 4 151 15 14
split_gain=4.52626 3.40159 1.85386 1.71762 2.06052 2.38602 2.00786 1.62677 1.51769 2.05088 2.08652 2.12301 1.56188 1.87963 1.81119 2.092 2.40069 1.489 1.28041 1.26929 1.16174 1.52969 1.17378 1.0744 1.44323 1.31139 1.31422 1.08287 1.07664 0.989001
threshold=0.27287000000000006 0.051320000000000005 -0.27559499999999998 -1.0000000180025095e-35 0.13021500000000003 0.091735000000000025 -1.0000000180025095e-35 -0.036024999999999995 -0.090969999999999981 -0.15275999999999998 -0.082704999999999987 -0.089594999999999994 0.10832500000000002 -0.078934999999999991 -0.083644999999999983 0.013515000000000001 -0.13027499999999997 -0.086769999999999986 -0.58204499999999992 -1.0000000180025095e-35 -0.095869999999999983 0.035560000000000008 -0.11118499999999999 0.091355000000000006 -0.0024449999999999997 -0.091944999999999985 -0.46376499999999993 -0.019324999999999998 -0.033689999999999991 -0.46885499999999997
decision_type=2 2 2 2 2 2 2 2 2 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 -3 5 6 -5 -1 18 -10 -11 -12 13 14 -13 16 -16 -9 -8 -19 22 23 -21 24 25 -22 -27 -28 -26 -4
right_child=2 3 29 4 -6 -7 8 17 9 10 11 12 -14 -15 15 -17 -18 19 -20 20 21 -23 -24 -25 28 26 27 -29 -30 -31
leaf_value=0.0038462529561799699 -0.0032716391029936624 -0.0029609873919835129 -0.00045144612896430678 -0.0032092285250060527 0.0029731360432983024 -0.0031800953655348472 0.0050572374994425099 0.00190377736140006 -0.0029417035794677615 -0.0035508228477314908 -0.0031697209493618313 0.0033169099178647563 -0.0026980496613426188 0.004350953731886039 0.0025005960622098635 0.0050633626426894946 -0.0035171281704882728 -0.0037351974123616969 -0.0035932110428274597 -6.3357767387033733e-07 -0.0029058536570172218 -0.0025675365040960193 -0.0034153209971538329 0.0021635422256637733 -0.0036315508207959888 -0.0012341472599189597 -0.00060375097186012635 0.0029318344708662921 -2.1159385998949444e-06 0.0022556971796025243
leaf_weight=1.1745654093101645 0.93536770530044933 9.0095711499452573 1.9374971045181144 3.5887525253929295 1.2888999767601479 6.9969102023169389 0.21895718574523959 3.2610096987336901 2.3308031144551995 1.3049290603958201 1.2629365636967236 2.4190755859017381 0.92858582921326238 2.708055165596261 1.1707367729395639 0.68312623118981708 2.2948270249180487 1.3863930553197956 2.3227797453291812 2.1539370762184262 1.0109140872955382 2.2978772642090908 2.5959618417546251 3.269721256569027 1.8787026116624477 1.8688058955594984 1.3337291711941439 4.2127556037157632 1.9455593563616052 8.5078435912728292
leaf_count=47 15 718 44 271 23 493 1 67 151 89 60 20 9 26 13 7 158 38 172 39 19 47 55 48 41 45 29 59 24 293
internal_value=0 -0.000992237 0.00134054 -0.00165405 -0.00125517 -0.00144821 -0.000877523 -9.40636e-05 -0.000403281 8.15082e-06 0.000546468 0.00101272 0.00153035 0.00195365 0.000965185 -0.000406091 -0.00148422 -0.00026412 -0.00284802 -0.000559246 -0.000364141 3.64511e-05 -0.00186686 0.00042199 -4.28399e-05 0.000747894 0.001246 0.00208165 -0.00178511 0.00175355
internal_weight=0 66.9189 11.3807 38.5289 29.5194 28.2305 21.2336 28.3899 17.6448 15.1031 12.7723 11.4673 10.2044 9.27582 6.56777 4.14869 3.46556 27.2154 2.54174 23.9544 22.568 17.8181 4.7499 15.5202 12.2505 8.4262 7.41529 5.54648 3.82426 10.4453
internal_count=3121 2769 352 2211 1493 1470 977 558 706 533 382 293 233 224 198 178 171 511 173 444 406 312 94 265 217 152 133 88 65 337
is_linear=0
shrinkage=0.00341965


Tree=169
num_leaves=31
num_cat=0
split_feature=1 12 0 3 0 4 47 42 4 14 157 47 48 1 52 159 2 0 49 52 3 14 151 4 51 51 16 457 457 3
split_gain=14.4128 4.48616 4.03577 3.5955 3.32311 3.29623 4.69508 2.3509 2.82756 2.18999 2.44802 2.09506 1.88424 1.83487 1.74725 1.65707 1.72131 2.35942 1.63148 1.60278 1.51787 1.36193 1.38912 1.49715 1.11785 2.06027 2.19969 0.859755 2.04927 0.844148
threshold=0.094385000000000011 -1.0000000180025095e-35 -0.060129999999999996 0.16158000000000003 -0.10096999999999999 -0.013125 0.096300000000000011 0.092620000000000022 -0.49405499999999997 0.062655000000000016 -0.067349999999999979 0.090100000000000013 0.10396500000000002 0.11866500000000001 0.10347000000000002 0.092630000000000018 0.10327000000000001 0.10455500000000001 0.0021350000000000002 0.25317500000000004 -0.10519499999999998 -0.46885499999999997 -0.24462999999999999 0.27834500000000006 0.08955500000000001 0.045645000000000005 -0.51370499999999997 0.09061000000000001 0.096470000000000014 -0.077774999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 4 5 9 13 21 8 14 10 -1 19 -13 -3 -4 16 -10 -18 24 -2 -8 -7 -23 29 25 26 -12 -6 -29 -24
right_child=1 3 7 -5 27 6 20 -9 15 -11 18 12 -14 -15 -16 -17 17 -19 -20 -21 -22 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0013891640542271768 0.0019646180486845169 -0.0019535458370039355 -0.0022943472978297461 0.0018253482727442216 -0.0018313007235485231 -0.00094568766650858873 0.00053205430748325599 -0.0017782047243761227 0.0018937146031368312 -0.0021656987306667747 0.0013777309103937504 -0.000874275045111389 0.0017021689341733034 4.3705766678751026e-05 0.0005838977592058347 -0.00085893857919412296 -0.0021429815134298099 0.001719640325232508 -0.0021730799728016609 -0.0010976463487064715 -0.0016185070164648225 -0.0014483113463776398 -0.00061518403544752779 0.0018720581579323744 -0.0018319765180814657 0.0013569937620185489 -0.0015136593016504445 0.0020568576341613359 -0.0021506869282270241 0.00093720653856341218
leaf_weight=2.6426943484693775 9.5226055104285443 6.0896919071674294 2.5184756917878999 3.6056847218424073 31.776136440224946 1.7099747173488111 1.6875357441604135 3.2025341093540183 4.7817526496946812 3.3513640891760579 1.4320557191967935 2.9297144934535018 1.8868005536496637 2.6774999406188726 1.2893173620104788 2.0614608451724052 1.238753888756037 1.3214747011661527 2.5578213948756465 0.74512897059321481 6.210108680650591 0.90667646005749425 1.9814145304262636 5.8969119042158127 1.7575011774897564 2.7498912215232849 4.1373004168272027 0.78424960188567538 1.1606994234025476 4.9652826786041349
leaf_count=24 259 205 58 69 1577 16 16 77 36 77 14 23 33 35 11 19 38 9 77 7 96 9 26 111 19 19 70 11 42 38
internal_value=0 0.000309618 -0.00110255 -7.85713e-05 -0.00137532 -0.000292265 0.000102339 -0.000232594 0.000142077 -0.000693709 -0.0003708 0.00122914 0.00013501 -0.00134359 -0.00131977 0.000734033 0.0011813 -0.00014927 -0.00073892 0.00174239 -0.00115898 0.000746667 0.000957127 0.00112694 -0.000374882 -6.70602e-05 -0.000770192 -0.00175187 -0.000454105 0.000494416
internal_weight=0 50.815 68.7635 35.7308 52.3497 32.1251 23.3579 16.4138 13.2112 18.6286 15.2773 15.0842 4.81652 8.76719 3.80779 9.40344 7.34198 2.56023 12.6346 10.2677 7.89764 15.4603 13.7503 12.8436 10.0767 8.31925 5.56936 33.7211 1.94495 6.9467
internal_count=3121 943 2178 621 1930 552 312 248 171 300 223 322 56 240 69 102 83 47 199 266 112 200 184 175 122 103 84 1630 53 64
is_linear=0
shrinkage=0.00201077


Tree=170
num_leaves=31
num_cat=0
split_feature=1 12 47 52 13 39 50 48 2 51 457 3 15 474 43 376 1 4 11 2 43 52 14 3 16 48 0 52 1 49
split_gain=19.2018 5.44859 5.40506 4.17231 3.36025 2.98288 2.93241 2.61647 2.59049 2.27887 2.27023 2.20959 2.18616 1.95505 1.94651 1.90756 2.16149 1.40459 1.33043 1.46311 1.25828 1.22031 1.15403 1.0174 1.41103 2.08008 0.857063 0.842706 0.758427 0.724072
threshold=0.10089500000000001 0.079890000000000017 0.087885000000000019 -0.38533999999999996 -0.15078499999999997 0.085220000000000004 0.11610000000000001 0.12879500000000002 0.11474000000000002 -0.096089999999999981 0.045365000000000009 -0.12018999999999998 -0.093959999999999988 0.084660000000000027 -0.079109999999999986 0.080200000000000007 0.14000500000000002 0.09173000000000002 0.081790000000000015 0.08622500000000001 -1.0000000180025095e-35 -0.010034999999999999 -1.0000000180025095e-35 -0.086769999999999986 -0.056919999999999991 0.086035000000000014 -0.11756999999999999 0.091820000000000013 0.11588000000000001 -0.081604999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 -2 26 6 7 8 10 -1 12 18 22 14 21 16 17 -4 19 -6 -16 -11 -5 -22 25 -25 -3 -23 -19 -13
right_child=2 4 15 5 11 -7 -8 -9 -10 13 -12 29 -14 -15 20 -17 -18 28 -20 -21 23 27 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0017784043850705986 -0.0013956972834443945 -0.00093345176383105566 -0.0015556888656819627 2.4955311737613724e-05 -0.0012493012878856777 0.0017724848735694273 -0.0016352076526072279 -0.0010797150098469529 0.0017267660178010942 0.0014965478886932487 0.00190893478545971 -0.00076475911527781057 -0.00057927761162404644 0.0010924155815975934 -0.0017836610758688598 0.0010199240985131592 0.0010231634992325777 -0.00087182798340933144 -0.0018069221579939975 0.00038402348543979502 0.00050666529637368016 -0.00089023969097833241 0.0018734956372526868 0.00074848793138145681 -0.0015736385932671067 -0.0010089419463307015 0.00034021881211287878 0.0006476444654128406 0.00028890419445900314 -0.0015575551118404236
leaf_weight=2.7769280709326294 2.3987568225711575 2.2503148373216391 5.5320282708853501 1.6892938353121283 2.4341517854481918 8.0315203890204412 1.551597986370324 1.9856350496411312 7.2502952776849261 2.0744631849229336 2.4033192209899417 3.4795161727815858 5.6053709201514783 2.97801231406629 2.368303203955306 2.135418288409709 1.8177472725510586 3.9799537118524313 1.9029914233833549 4.1640246398746967 2.4836822263896563 1.9065717384219265 2.1496644839644494 3.2119720689952453 3.4180836081504475 4.5707560554146767 4.3218172043561927 2.0942640267312527 2.6111815720796585 44.416049800813198
leaf_count=69 71 31 100 16 39 194 26 13 132 26 36 67 56 29 39 25 18 33 37 44 24 24 37 31 53 36 28 16 23 1748
internal_value=0 -0.000955687 0.000342942 0.000729962 -0.00122842 0.000896232 0.000585315 0.00074873 0.000938835 -0.000339773 0.000456652 -0.0013604 8.7087e-05 -0.000180649 -0.000351979 -0.000453073 -0.000678701 -0.000933879 -0.000574093 -0.000218531 -0.000657343 0.000454886 0.00106006 -0.000462417 -0.000677302 -0.000283642 -9.58893e-05 -8.5224e-05 -0.000411986 -0.00149996
internal_weight=0 90.8519 49.1418 33.0655 62.9689 30.6667 22.6352 21.0836 19.0979 27.883 11.8476 56.3967 9.44433 25.1061 22.1281 16.0763 13.9409 12.1232 8.50117 6.59818 16.0528 6.0753 3.83896 13.6845 11.2008 7.78273 6.57213 4.00084 6.59114 47.8956
internal_count=3121 2341 780 581 1994 510 316 290 277 347 145 1935 109 278 249 199 174 156 120 83 183 66 53 144 120 67 59 40 56 1815
is_linear=0
shrinkage=0.0016736


Tree=171
num_leaves=31
num_cat=0
split_feature=1 123 0 3 1348 4 39 16 132 457 1 42 4 52 159 16 457 457 2 0 474 16 15 3 14 3 16 484 3 3
split_gain=4.69378 2.32682 2.21924 2.04351 1.64569 1.82498 1.63019 1.71994 2.28757 1.5476 1.52217 1.27116 1.42911 1.62343 1.52489 1.08303 1.22718 1.57441 1.23144 2.89244 1.20415 1.07951 1.06142 1.08482 1.02073 0.975883 1.43438 0.959996 1.13876 1.68028
threshold=0.089770000000000016 0.083430000000000018 -0.060129999999999996 0.16158000000000003 0.090205000000000021 0.51303500000000013 0.16946000000000003 0.0057500000000000008 0.080640000000000017 0.045365000000000009 0.077565000000000009 0.092620000000000022 -0.49405499999999997 0.10347000000000002 0.092630000000000018 -0.51370499999999997 0.088350000000000026 0.092475000000000016 0.084055000000000005 -0.084889999999999979 0.087035000000000015 -0.15012499999999998 -0.24436499999999997 -0.067429999999999976 0.062655000000000016 -0.016324999999999996 -0.074319999999999983 -1.0000000180025095e-35 -0.11171999999999999 -0.078934999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 8 9 21 15 12 13 -4 -14 -1 18 -18 19 20 -17 22 -2 -24 27 -23 -27 -12 -29 -30
right_child=1 -3 11 -5 -6 -7 -8 -9 -10 -11 24 -13 14 -15 -16 16 17 -19 -20 -21 -22 25 23 -25 -26 26 -28 28 29 -31
leaf_value=0.00048569642298360824 0.0020080414471747967 0.0015196779557948422 -0.0028325840606146561 0.0016651285502082543 0.0024236763929894288 0.0025512433941602486 0.0028647173966243954 -0.0016875701409944449 0.0022180551891614656 0.00090466955600227708 -0.0025885300431183209 -0.0019161534659550897 0.0013876092324963669 0.0010300247856702893 -0.0013458990655080645 -0.0025051917320504328 0.0024887986815970266 -0.0026182518318341721 -0.0025211754696949406 0.0073976122615604925 0.0030094177317284694 -0.0024277032316500835 9.2642933959674855e-05 -0.0021166963287905355 -0.0025418015043108511 -0.0027015240605085477 0.0004576014427437687 0.0026710604586992555 -0.0025028428912163203 0.00061601034850467255
leaf_weight=1.0778270615264798 1.0743536530062554 6.0500025246292344 1.668385953176766 3.4251669589430085 1.2482505021616805 1.1686359597370017 0.80404950119554897 7.2898655519820741 1.9495069123804558 3.4459636127576223 0.88622136786580075 2.1287039504386476 5.3480002181604496 1.0683274939656255 1.5830975715070961 1.4028694904409347 0.77338121458887943 0.67810070235282183 13.124740285798906 0.24652793165296927 0.28517873585224141 3.8316668132320162 4.0603499095886946 1.9784207474440449 1.3579673962667582 1.3387966100126507 2.4067331245169008 0.90245907101780076 1.4760903781279915 3.4515938740223642
leaf_count=22 28 224 52 121 21 43 15 264 41 51 40 77 78 11 17 115 10 40 1248 20 2 211 49 25 56 22 39 10 125 44
internal_value=0 0.000121662 -0.00108296 -0.000126944 -0.00032756 -0.000444576 -0.000568815 -0.000669661 -0.000300225 -0.00057092 -0.00148669 -0.000204647 0.000172201 -0.00132474 0.000763262 -0.00189039 -0.00204551 0.000102896 -0.00225258 -0.000430336 -0.00157355 -0.000917054 -0.000232557 -0.00063118 -0.000607279 -0.00155963 -0.000671592 -0.000216143 0.000144476 -0.000318244
internal_weight=0 40.0718 37.4595 34.0218 30.5966 29.3483 28.1797 27.3757 20.0858 18.1363 25.663 11.7965 9.66781 2.73671 6.9311 17.5886 16.5108 1.45148 15.0593 1.93458 1.68805 14.6903 7.11312 6.03877 8.07433 7.5772 3.74553 6.71636 5.83014 4.92768
internal_count=3121 1154 1967 930 809 788 745 730 466 425 1732 235 158 63 95 1457 1435 50 1385 137 117 374 102 74 275 272 61 219 179 169
is_linear=0
shrinkage=0.00244652


Tree=172
num_leaves=31
num_cat=0
split_feature=1 2 0 31 150 4 1375 1 1374 151 484 52 4 52 52 484 16 403 132 4 48 16 457 457 2 3 457 14 43 13
split_gain=4.10061 2.15223 2.02845 2.02638 1.92104 1.80693 1.70767 1.42082 1.25049 1.23153 1.18097 1.13796 1.11081 2.52386 1.39923 1.1759 1.39296 1.04124 1.17897 1.49121 1.21903 1.02064 1.13714 1.34741 1.17553 2.47376 0.967237 0.936636 0.935169 0.922688
threshold=0.089770000000000016 0.13754500000000003 -0.060129999999999996 -1.0000000180025095e-35 0.081835000000000019 0.51303500000000013 -0.43996499999999994 0.077565000000000009 1.0000000180025095e-35 0.10365500000000001 -0.0068949999999999992 0.11434500000000002 -0.49405499999999997 0.10347000000000002 0.091275000000000009 0.081425000000000011 -0.27167499999999994 -1.0000000180025095e-35 0.087210000000000024 -0.031404999999999995 0.12933000000000003 -0.51370499999999997 0.088350000000000026 0.092475000000000016 0.084055000000000005 -0.084074999999999997 0.080930000000000016 0.062655000000000016 -0.083684999999999996 -0.117405
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 -6 21 9 26 -5 12 13 -4 15 16 -14 -12 19 29 -21 -1 24 -24 25 -23 -8 -9 -18 -19
right_child=1 -3 11 4 6 -7 8 27 -10 -11 17 -13 14 -15 -16 -17 28 18 -20 20 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0005915499394185651 0.003638281732424625 0.0022864157138170801 -0.0038271804371131932 -0.0031562094529970115 -0.0035021585615613716 0.0030003135258643092 0.00093050595087324688 -0.00028127803677156706 -0.0022648672429852134 -0.0015607586736994695 -0.003352760989447087 -0.002567553837776806 0.0021997812002417226 0.0029395002091116497 0.0037642660896186259 0.0025214711372678633 0.00081754101806669037 0.00063081512515327539 0.0026318798724137798 0.00016212039477098638 -0.0035137438581222392 -0.0034088618508544563 0.0030755487390772712 -0.0035625911487007066 -0.0034414407275809022 0.004683539247599797 0.0036952546443182787 -0.0034652327879255186 -0.0036854435945699931 -0.0031606612306539503
leaf_weight=1.0891095697879816 1.5205896086990822 4.6679401239380232 1.8438681461848312 2.5843393541872564 0.83373259380459774 1.3214351022616018 2.3698346307501179 6.4568398594856253 0.85900294501334418 0.9295443333685397 1.5862202499993241 1.9847795646637667 1.0934015745297059 0.92872023582458485 1.5353110907599328 1.5846576672047374 0.73711548373103042 0.89805788174272372 1.2356086187064637 11.467769098933774 1.1086332229897369 1.21134881908074 0.77080150227993616 0.61680381465703249 11.902301788330076 0.65060592396185057 3.5296918358653784 1.2329570623114703 1.7288395748473724 3.6113405330106634
leaf_count=22 82 159 58 91 5 55 62 219 16 25 99 45 18 5 22 17 17 12 27 207 17 112 10 40 1248 25 84 56 53 213
internal_value=0 0.000155618 -0.00142295 -0.00013817 -0.00031576 -0.000803843 0.00104814 -0.00197714 0.0015416 0.0020204 -0.00102734 -0.000263324 0.000220534 -0.00156058 0.000959874 0.00012286 -0.000945023 -0.000750981 -0.000525726 -0.000754077 -0.000161914 -0.00253838 -0.00276336 0.000124832 -0.00305452 -0.000581208 0.00258466 -0.000791783 -0.00233943 -0.00240558
internal_weight=0 38.5237 35.3675 33.8558 32.3352 23.8134 8.52181 23.9308 7.68807 6.82907 22.492 11.4367 9.45191 2.77259 6.67933 5.14401 3.55936 19.9076 18.3214 17.0858 12.5764 16.241 15.1519 1.38761 13.7643 1.86195 5.89953 7.6898 2.46596 4.5094
internal_count=3121 1154 1967 995 913 721 192 1732 187 171 666 235 190 63 127 105 88 575 476 449 224 1457 1435 50 1385 137 146 275 70 225
is_linear=0
shrinkage=0.0033474


Tree=173
num_leaves=31
num_cat=0
split_feature=12 4 13 3 133 14 132 132 15 457 11 3 52 457 150 151 1 52 52 133 43 43 47 15 49 13 15 1 1 52
split_gain=14.6244 6.80357 5.29532 3.79296 3.78501 3.4221 2.74318 2.71333 2.2918 2.0616 1.84255 1.62001 1.58227 1.47611 1.30265 1.34043 1.2807 1.2684 1.88895 1.25482 1.20951 1.15775 1.15657 1.31347 1.44628 1.08984 2.17512 1.03632 0.985813 0.968494
threshold=0.079890000000000017 0.36766000000000004 -0.0044799999999999987 0.097915000000000016 -1.0000000180025095e-35 0.019675000000000002 0.087955000000000019 0.082230000000000011 0.15614500000000003 0.082380000000000009 0.087830000000000005 -0.097604999999999983 -0.0064899999999999992 0.41022000000000008 0.097810000000000022 -0.086944999999999981 0.077845000000000011 -0.12005499999999998 -0.090114999999999987 0.0068000000000000014 -0.032879999999999993 -0.25681499999999996 0.092710000000000015 -1.0000000180025095e-35 0.086815000000000017 -0.094514999999999988 0.090455000000000021 0.13146500000000003 0.090475000000000014 0.091275000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 8 7 16 9 -1 11 12 -3 17 20 14 15 -11 -6 -2 -19 21 -4 -20 23 24 -14 26 28 -27 -13 -24
right_child=1 10 6 -5 5 -7 -8 -9 -10 13 -12 25 22 -15 -16 -17 -18 18 19 -21 -22 -23 29 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.0016911619775119174 -0.0017453150987548881 0.0019202739441577822 0.00016627852790225927 0.00049055477553996681 3.943858037286285e-06 -0.0019856930461610569 0.0018903018020264681 0.0018019670156717465 0.00041091627404851266 0.0012389072287761907 -0.00014234200695525067 -0.0019366055004792588 0.0017486864149562961 -0.00074197456587672044 0.0020540949955890628 -0.00087395624625683703 0.0017095562592993939 0.001322673820219136 0.00090058128706558887 -0.0019644095445632372 -0.0015132285889107116 -0.00086036299255587705 -0.0016993472035778956 -0.0004752952763635162 -0.00043554158821634695 -0.0017430654311101446 0.0017055951606219728 9.6754525621837304e-05 0.000150611985224469 2.9939218888926447e-05
leaf_weight=2.6349113788455756 4.2799742333590975 2.7978527732193461 1.7437603268772361 4.0868057124316683 1.6249683368951089 0.97116103768348772 1.9353780336678017 1.0210222322493789 2.4253225270658723 2.2159632835537195 2.9384444840252399 2.7937617339193745 2.5365440752357209 2.5695678703486919 2.1196548603475094 1.8013971373438815 14.081563485786317 1.4940271247178305 1.5622635800391416 2.5762027893215418 7.6184035986661893 5.9076061826199293 2.6499778628349295 5.3393782302737289 1.6595406308770178 35.53179454244674 0.94493865408003319 1.0428796913474787 1.0230590831488369 1.799549702554941
leaf_count=56 128 43 23 27 18 11 26 25 29 23 35 86 38 17 29 26 306 16 18 77 121 89 28 51 25 1691 14 13 11 21
internal_value=0 -0.00103382 0.000226409 -0.00120478 0.000960723 0.00132819 -0.000212887 -0.000715608 -0.00132107 -0.000339876 0.000863689 -0.00139456 -0.000621607 0.000415599 0.000900275 0.000291493 0.0015331 -0.000899506 -0.000585814 -0.000869639 -0.00120041 -0.000492076 -0.000234131 0.000123228 0.00088483 -0.00158403 -0.000765399 -0.00169061 -0.00137715 -0.000999961
internal_weight=0 69.4049 54.3227 63.6686 20.3336 16.6777 33.9891 3.65593 59.5818 32.0537 5.7363 57.1565 23.3472 8.70658 6.13702 4.01736 15.7065 15.8201 11.5401 10.0461 9.36216 7.46987 13.985 9.53546 4.19608 41.3364 4.76176 36.5747 3.81682 4.44953
internal_count=3121 2277 844 2199 416 335 428 81 2172 402 78 2143 307 95 78 49 324 328 200 184 144 107 163 114 63 1815 111 1704 97 49
is_linear=0
shrinkage=0.00181913


Tree=174
num_leaves=31
num_cat=0
split_feature=1 484 1213 475 52 47 12 52 42 1374 42 157 50 43 15 455 4 51 4 49 150 159 2 48 2 52 1446 0 132 123
split_gain=3.80367 2.07168 1.86505 1.7602 1.68882 1.73945 1.73928 1.67532 1.79275 1.80134 2.00011 1.70834 1.51068 1.46557 1.41505 1.3876 1.362 1.34807 1.3926 1.24605 1.21841 1.24359 1.4421 1.18671 1.18644 1.22721 1.18314 1.1492 1.29988 1.37928
threshold=0.094385000000000011 -0.0068949999999999992 -1.0000000180025095e-35 -0.086004999999999984 -0.43320999999999993 0.087885000000000019 -1.0000000180025095e-35 0.11434500000000002 -1.0000000180025095e-35 -0.094929999999999987 0.091735000000000025 -0.084489999999999996 0.10965000000000001 -0.52440999999999993 -0.098289999999999975 0.081825000000000009 -0.033174999999999989 -0.094454999999999983 -0.51843499999999987 -0.086009999999999989 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.12879500000000002 -0.0091949999999999983 -0.12005499999999998 0.091180000000000011 -0.077809999999999976 0.084605000000000014 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 -3 -2 6 26 8 27 -10 11 -11 16 -12 -13 -15 -8 -16 -19 -20 -7 -22 -23 -18 -21 -26 -6 -4 29 -29
right_child=4 2 7 -5 5 20 12 -9 9 10 13 14 -14 15 17 -17 23 18 19 24 21 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0030411484026175001 -0.002985031635656481 0.0033230960657231138 -0.0028263079142464976 -0.0030267134945134067 0.0027055351100839604 -0.0030370683331525832 -0.0012177740105600318 -0.0024621869866706435 -0.0035401252191696038 -0.0024081257650357584 0.0044217410043769119 -0.0017411430027548431 -0.0028340215833551905 -0.0032437462183710066 -0.0025590084312348172 0.0024652444159918483 0.0014598573556816132 -0.0039717589637523476 -0.00054856885987021381 -0.0017983957380152647 -0.0024455685653423662 -0.00069207627875789764 0.001873817859925732 -0.001630507763276369 -0.00091340961826137581 0.0026704656132520771 -0.002524126400602263 -0.0030773552663154354 0.0032753358938960231 0.0030273299095827703
leaf_weight=4.2991854907013467 1.3428094182163466 0.40851113200187672 3.5561320912092924 4.7166092521511009 4.9987500007264343 1.4773385636508454 2.701142176054419 3.6780165787786236 1.1311405957676566 1.397480143234145 0.29535012738779221 1.4748245719820374 1.1681962152943004 2.5710498052649196 0.74066627072171343 0.42761415056884278 9.5412041861563903 0.38614425249398365 1.8230930385179913 0.63679795851931587 1.7078540977090586 4.8024846799671641 3.1063882485032082 1.2052474953234202 0.90744847897440806 8.8221627529709838 0.40254560858011235 1.2756044673733478 0.66948698181658972 0.42488827556371678
leaf_count=397 119 4 334 439 259 21 85 245 38 70 5 41 43 185 35 7 223 5 31 21 54 72 51 11 54 160 5 81 23 3
internal_value=0 -0.00111767 -0.0008837 -0.00252059 0.00023717 0.000376246 0.000892826 -0.000606075 -0.000348847 6.00955e-05 0.00026912 0.000693257 0.00036697 -0.00181532 0.000986278 -0.00242964 0.000645041 0.00128835 0.00151495 0.00168876 -0.000555823 -0.000174649 0.000315737 0.00111326 0.00208222 0.00233621 0.00231578 -0.00177134 -0.000188363 -0.00155203
internal_weight=0 39.6422 35.343 5.12512 32.454 31.1112 20.0171 30.2179 26.5399 20.6138 19.4826 16.1886 14.6158 3.29401 14.7911 2.99866 13.4476 13.3163 12.5756 12.1895 11.0941 9.61673 7.90887 10.7465 10.3664 9.72961 5.4013 5.92611 2.36998 1.70049
internal_count=3121 2178 1781 443 943 824 626 1338 1093 652 614 417 362 197 347 192 319 306 271 266 198 177 123 234 235 214 264 441 107 84
is_linear=0
shrinkage=0.00293457


Tree=175
num_leaves=31
num_cat=0
split_feature=4 12 151 481 3 15 9 52 16 52 3 3 1 43 128 12 1 16 15 52 16 2 147 4 1212 0 16 1 12 2
split_gain=3.40722 2.53461 1.6461 1.51708 1.43383 1.39356 1.27097 1.39958 1.4569 1.29238 1.34613 1.6595 1.24743 1.04028 1.24569 1.24152 0.89743 1.57489 1.33826 0.896503 0.893614 0.879945 0.849692 0.81602 0.803625 0.800787 0.740028 0.710487 0.707701 1.28118
threshold=0.27044500000000005 0.084100000000000022 -0.27559499999999998 -0.0079799999999999992 0.10732000000000001 0.15614500000000003 -0.036024999999999995 1.0000000180025095e-35 -0.23935499999999996 -0.046924999999999988 0.30112000000000005 -0.00083499999999999991 0.083135000000000014 -0.17390999999999998 0.085955000000000018 0.093535000000000021 0.12040000000000002 -0.54165499999999989 -0.47006499999999996 0.15915500000000002 0.15273500000000004 0.113445 0.10100500000000003 -0.036839999999999991 -0.50120999999999993 -0.22491999999999998 -0.25582999999999995 0.13146500000000003 0.092355000000000007 0.091265000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 13 -5 9 -9 10 11 12 -8 14 15 -3 17 -4 -19 20 -10 -20 24 -13 -15 -11 -27 28 29 -26
right_child=2 4 16 6 -6 -7 7 8 19 25 -12 23 -14 22 -16 -17 -18 18 21 -21 -22 -23 -24 -25 27 26 -28 -29 -30 -31
leaf_value=-0.0027212084167041461 -0.0028203860546770375 0.00094416245820171465 0.0032036302983727222 0.0032857791782607186 0.00059911187101864473 0.00092528320014349146 -0.001042484486799497 -0.002367326877620536 0.0030098553017789253 0.001055618823530418 0.0030893279351030781 -0.0030996801797744606 0.002571870291418575 0.0013300130960356778 0.0030010202758348806 -0.0029551124714069388 0.00259455820124983 0.002436862144142982 -0.002659817366805524 -0.00027401648104733947 4.5396492324587941e-05 0.00039551282505709523 0.0031313130212041146 -0.00059618951468043532 -0.0024766199034358411 -0.00057222179497387355 -0.002743334174209877 0.00047092380613570928 -0.0030364300646501512 -0.00031473203031289761
leaf_weight=1.8632588661275828 0.87239141948521037 1.277785132639117 1.6367242503911255 1.0009742518886984 2.8645319398492566 1.7738184351474036 1.2538641178980543 0.96237606927752484 3.3096099426038554 0.8882314097136258 1.1497081043198694 1.39647317584604 2.4470832301303744 0.57557682599873672 0.77016219869256008 1.592566628474742 3.5108891665004194 1.2399282855913036 1.6643958576023568 1.7331721074879167 1.204046221449971 1.6101478077471254 0.27289075870066781 5.9335340959951299 8.4887329121120292 2.1534478375688195 3.7137436848133722 0.82785883545875449 7.3276129625737658 3.3072713920846573
leaf_count=110 15 34 46 47 24 27 55 24 82 10 42 64 86 24 17 83 188 34 37 38 10 45 4 66 894 21 115 9 702 168
internal_value=0 -0.000765457 0.00105592 -0.000149224 -0.00138022 -0.00159651 2.73111e-05 -9.74395e-05 0.00100745 -0.000518086 5.5181e-05 -0.000261055 0.00134734 -0.00177954 -0.000326466 -0.00121928 0.00140591 0.000727475 -0.000170257 0.00152737 0.00221907 -0.00115746 -0.00203386 -0.00107314 -0.00210253 -0.00155174 -0.00194647 -0.00220155 -0.00231724 -0.00187049
internal_weight=0 58.0883 10.5345 29.0095 29.0788 26.2143 27.1463 26.1453 7.2092 18.9361 12.1807 11.031 3.70095 24.4405 3.64051 2.87035 9.66209 6.1512 4.51447 6.24683 4.51366 3.27454 20.7999 7.33001 20.5271 6.75542 5.86719 19.9515 19.1236 11.796
internal_count=3121 2756 365 770 1986 1962 660 613 154 459 313 271 141 1935 134 117 350 162 116 130 92 82 1801 130 1797 146 136 1773 1764 1062
is_linear=0
shrinkage=0.00294657


Tree=176
num_leaves=31
num_cat=0
split_feature=1 0 52 47 52 0 3 42 4 50 128 52 0 159 14 49 2 0 474 2 0 52 43 0 4 1 133 16 49 43
split_gain=14.1123 4.32798 4.23069 3.78079 3.13083 3.10215 2.58248 2.32208 2.93663 2.28948 2.12856 1.96295 1.93583 1.81205 1.75539 2.18164 1.74043 2.81023 1.55783 1.5125 1.46033 2.26596 1.20158 1.87295 1.0942 1.04893 2.17025 1.50845 0.975658 0.908626
threshold=0.094385000000000011 -0.060129999999999996 -0.26636999999999994 0.096300000000000011 0.12603000000000003 -0.10096999999999999 0.16158000000000003 0.092620000000000022 -0.49405499999999997 0.10965000000000001 0.086950000000000013 0.10347000000000002 -0.062294999999999996 0.092630000000000018 0.062655000000000016 0.082865000000000008 0.10327000000000001 0.10455500000000001 0.084660000000000027 0.11510000000000002 -0.15202999999999997 -0.065544999999999978 -0.073959999999999984 -0.10096999999999999 -0.17966999999999997 0.077565000000000009 0.090665000000000009 -0.091354999999999978 0.085350000000000023 -0.45785999999999999
decision_type=2 2 2 2 2 2 2 2 2 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 9 14 12 8 11 10 20 -3 22 16 15 18 -10 -18 25 -6 21 -4 23 -5 -22 26 -1 -27 -23 -9
right_child=2 7 3 6 19 -7 -8 29 13 -11 -12 -13 -14 -15 -16 -17 17 -19 -20 -21 24 28 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.0020008456837090887 -0.0011773537743895914 -0.0020323797347487006 -0.0012966974398459482 0.0011553219300835232 -0.001128819585494039 -0.0015583751594067223 0.0016057577936796367 0.00054544277226321696 0.0017578215323693473 -0.0010001230152258296 -0.0012225055102348099 0.00070878123311929352 0.0012300607574947536 -0.00081569916719034634 -0.0018975884422464653 -0.0019090125249549075 -0.0019153586742741674 0.0017766108801816598 0.0014556052635523384 0.00089308858552682863 -0.00011939636989494607 0.0016657665421045454 -0.0015552782955192315 -0.0015953336602462693 0.0016481179303344778 0.00074303007884012214 0.00092868929022348339 -0.0010110090495726912 -0.00017041634178795829 -0.0020396718406440369
leaf_weight=2.5800218470394634 5.530713968910276 2.5982008809223784 1.5999510735273359 1.6275955922901633 3.5614405730739227 31.922023078426719 1.7533595878630865 0.52441597729921374 4.7008123435080051 1.6508582737296809 1.1330356672406185 1.2198422849178312 1.3688104189932335 1.9735019728541372 2.882439173758029 2.4566915659233919 1.3002083264291289 1.3204359076917169 1.815437652170657 1.75492194481194 1.1910064220428527 3.365251516923311 5.4881229847669601 1.5222983472049216 16.975983201526109 4.1863874103873968 1.1670010127127168 2.4813478291034698 1.2652337513864038 2.4526020493358365
leaf_count=52 145 58 11 15 66 1630 25 5 36 35 22 11 18 19 77 77 38 9 17 23 24 61 81 30 376 34 15 28 11 72
internal_value=0 -0.00096618 0.000292565 0.000476254 0.000789673 -0.00122728 -0.000389836 -0.000163048 0.000159613 0.00103437 0.00116592 -0.00115659 -0.000739497 0.000700266 -0.00062572 -0.000376104 0.00110889 -5.51256e-05 -6.81867e-05 -0.000461391 0.00127684 0.000532138 -0.0010516 -0.00017403 0.00153224 -0.000333805 -0.00108845 9.02775e-05 0.00116405 -0.00158429
internal_weight=0 65.5814 49.7886 44.2579 32.4977 49.4913 11.7602 16.09 13.113 27.1813 25.5305 3.81804 10.0068 9.29496 17.5693 14.6869 7.32146 2.62064 12.2302 5.31636 24.3974 6.23044 8.63802 3.14989 18.167 10.4148 3.74702 6.66774 4.63049 2.97702
internal_count=3121 2178 943 798 629 1930 169 248 171 540 505 69 144 102 300 223 83 47 146 89 483 83 126 45 400 129 67 62 72 77
is_linear=0
shrinkage=0.00178258


Tree=177
num_leaves=31
num_cat=0
split_feature=1 484 1213 475 2 9 52 42 1374 42 157 150 4 43 51 151 2 455 457 52 376 1 484 4 47 42 1444 448 15 4
split_gain=3.2345 1.94785 1.70348 1.6301 1.55934 1.68678 1.44513 1.58765 1.59902 1.7426 1.38437 1.38331 1.39528 1.27257 1.24672 1.32956 1.49338 1.15126 1.06879 1.36366 1.04962 1.13734 0.954585 1.14749 1.3143 1.48941 0.952792 0.881583 1.17461 0.867785
threshold=0.094385000000000011 -0.0068949999999999992 -1.0000000180025095e-35 -0.086004999999999984 0.13754500000000003 -1.0000000180025095e-35 0.11434500000000002 -1.0000000180025095e-35 -0.094929999999999987 0.091735000000000025 -0.084489999999999996 0.081835000000000019 0.51303500000000013 -0.52440999999999993 -0.096089999999999981 -0.090369999999999992 -1.0000000180025095e-35 0.081825000000000009 -0.0029299999999999994 -0.0087299999999999982 0.091135000000000008 0.090405000000000013 -1.0000000180025095e-35 -0.034939999999999992 0.13148500000000005 0.088060000000000013 -0.083144999999999983 -0.013069999999999998 -0.074054999999999996 -0.49405499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -2 7 20 -9 10 -10 12 22 -11 -12 -16 -17 -15 19 -18 21 -4 -7 -24 25 -25 -8 -13 -29 -20
right_child=4 2 6 -5 -6 11 26 8 9 13 14 27 -14 17 15 16 18 -19 29 -21 -22 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=-0.002808759184572635 0.0029651234215047994 0.0030568029880317484 -0.0024175324507695701 -0.002789297004994448 0.0017472856709954841 -0.0024309537200273364 0.0027369533069558131 -0.0032256712399544953 -0.0020797781212812637 0.0036757594927253954 -0.0029260959324114311 0.0029578703571888089 0.0023738689166786335 -0.0029781204945605881 -0.0018283856359629399 -0.0019465962834526475 -0.0029501051767473422 0.0021069824918230244 -0.0012098860408119336 0.0024122499340104146 0.0024928993606256103 0.001624573074279125 -0.0019480416233569283 -0.00031715472552212067 -0.0018840520825827538 0.0020588235672938703 -0.0025960185007703938 0.0015404724640598836 -0.0012047514502612727 0.0020761178736899413
leaf_weight=3.8225507312454274 1.3213277221657396 0.38391101360321034 4.3720810613595011 4.1881988239474586 4.2560374573804429 2.1415158221498265 0.26821797061711583 1.025042651686827 1.281627307180323 0.29750484321266446 0.61151483841241194 1.2721137097105382 1.1355078499764193 2.2789784939959641 1.0975705306045771 0.97047163080424503 0.81174522126093507 0.38351524621248234 0.63205571286380369 0.61427130270749575 0.4272194243967532 0.58152502309530962 3.1987526272423681 7.2644067537039323 2.499461201019586 2.656743046361953 3.1243039444088927 2.7969249170273538 1.950711828656494 9.483754670713056
leaf_count=397 80 4 412 439 159 80 10 38 70 5 35 38 52 185 35 31 34 7 7 13 4 25 184 143 28 61 235 84 34 192
internal_value=0 -0.000974265 -0.000760689 -0.00229841 0.000222692 -2.46161e-05 -0.000511917 -0.000285129 7.53827e-05 0.000258653 0.000623167 -0.000183165 -0.000544283 -0.00165049 0.000866756 0.00103718 0.00128854 -0.00224564 0.00156056 -0.000640215 -0.00159082 -0.00194301 -0.000730849 -0.000497754 -0.000124252 0.000319099 -0.00217439 0.000950407 0.000412513 0.0018708
internal_weight=0 36.6561 32.8335 4.57211 30.4935 26.2375 28.2614 24.8689 19.4881 18.463 15.503 24.9161 18.8964 2.96 14.2214 13.6099 12.5123 2.66249 11.5418 1.42602 5.38083 4.95361 17.7609 15.6194 12.4206 9.92115 3.39252 6.01975 4.74764 10.1158
internal_count=3121 2178 1781 443 943 784 1338 1093 652 614 417 704 548 197 347 312 277 192 246 47 441 437 496 416 232 204 245 156 118 199
is_linear=0
shrinkage=0.00271537


Tree=178
num_leaves=31
num_cat=0
split_feature=12 16 43 3 43 42 484 42 1 43 52 0 0 42 44 52 3 402 52 160 448 52 160 1374 150 1374 12 2 1 160
split_gain=2.93789 1.8322 1.75581 1.47681 1.40531 1.25256 1.65458 1.42475 1.69378 1.26261 1.14674 1.197 1.44854 1.1448 1.05789 1.01337 1.28834 1.01238 1.00458 0.933698 0.918592 0.911959 0.877082 0.869543 0.902853 1.85993 0.866401 0.767798 0.62495 0.618044
threshold=0.051320000000000005 -0.16927999999999996 -0.04890499999999999 0.31299000000000005 -0.40263499999999991 -1.0000000180025095e-35 -1.0000000180025095e-35 0.086665000000000006 0.13021500000000003 -0.090869999999999992 -0.51296999999999993 -0.084269999999999984 -0.10096999999999999 0.091955000000000023 0.094585000000000016 0.10160000000000001 -0.084074999999999997 -0.50169499999999989 0.26521500000000003 -1.0000000180025095e-35 -0.08020999999999999 -0.085984999999999992 0.081905000000000019 0.10637000000000001 0.081835000000000019 -0.094929999999999987 0.091200000000000017 0.10855000000000002 1.0000000180025095e-35 -0.40698999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 19 4 21 -1 17 -7 10 9 13 -8 12 -12 -9 -5 16 -13 -3 20 -2 -6 27 26 24 29 -26 -21 -4 -22 -23
right_child=1 5 3 14 18 6 7 8 -10 -11 11 15 -14 -15 -16 -17 -18 -19 -20 22 28 23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00090775846783001663 -0.0023095275919788258 0.0012412234155780525 -0.0032477783129489391 0.0032519288133836134 -0.0016814895821547411 -0.0032222716923646037 -0.0032852178414211034 0.0022353773802238552 0.0023507704396017312 -0.0030348282180980924 0.0014838709831581801 0.00081137921170941431 -0.003177752935505292 -0.0032022916313187732 -0.0024512223677090141 -0.00081116301229188707 0.0046497256554735031 -0.0031631527319542613 -0.0021504979838184294 0.0028934083201513092 0.00050733814541052984 -0.0032606695412526316 -0.0019105996982146357 -0.0030512285194550285 -0.001594642434243282 0.0028298049196594163 0.00030208365125629512 -0.00020864118195821729 0.0033056801203438513 -0.00027564660587386805
leaf_weight=1.9136711228638885 1.3242600485682485 0.56074308045208443 1.9562856182456081 1.7634744863025837 0.47627966664731491 3.101074480917311 0.85472671501338471 0.98670098464936085 0.87941266037523735 5.0132270888425392 1.1442673173733056 2.1795598561875522 1.5074420240707695 0.61228239163756371 0.38705624546855677 1.4113104105927048 1.4024434643797525 5.5496337926015284 0.49372790660709132 1.7110492289066295 0.93517093360424208 0.72449049632996931 1.2102571991272268 0.97605482861399728 1.4401139318943021 2.6032033106312165 4.7669791141524911 1.385903052985668 4.6579479426145554 10.30014230683445
leaf_count=32 66 21 86 97 6 346 80 25 16 607 21 44 166 39 9 21 23 672 10 24 16 26 45 14 14 56 84 25 228 202
internal_value=0 -0.00109566 0.000243422 -0.000230602 0.00144776 -0.00152795 -0.00113397 -0.000729 -0.0017222 -0.00226389 0.000146396 0.000530056 -0.00116617 0.000153186 0.00222547 0.00143084 0.00231419 -0.00275897 0.00213458 0.000113182 0.00248316 -0.000503056 0.000530479 -0.000193817 -8.72266e-06 0.00125394 0.000986533 -0.00198754 0.0028378 -0.000471809
internal_weight=0 34.2154 30.0135 21.5367 8.4768 25.2028 19.0924 15.9914 7.49162 6.61221 8.49975 7.64502 2.65171 1.59898 2.15053 4.99331 3.582 6.11038 6.56313 9.01255 6.0694 19.3862 7.68829 16.044 15.068 4.04332 6.47803 3.34219 5.59312 11.0246
internal_count=3121 2300 821 529 292 2081 1388 1042 687 671 355 275 187 64 106 88 67 693 260 219 250 423 153 312 298 70 108 111 244 228
is_linear=0
shrinkage=0.00312388


Tree=179
num_leaves=31
num_cat=0
split_feature=1 47 12 52 3 12 50 3 11 15 51 474 2 16 1 43 160 1 48 42 15 42 2 43 15 42 151 2 43 12
split_gain=11.2806 3.96814 3.5741 2.76526 2.45503 2.34578 2.7421 2.10745 1.72407 1.53291 1.36627 1.47599 1.45292 1.31852 2.02521 1.48276 1.21401 1.83334 1.8089 1.60466 1.20113 1.16421 1.08141 1.04911 0.97977 0.841563 0.758184 0.699455 0.677362 0.997335
threshold=0.10089500000000001 0.087885000000000019 0.083370000000000014 -0.38533999999999996 0.10732000000000001 -1.0000000180025095e-35 0.10965000000000001 -0.12018999999999998 0.081790000000000015 0.083195000000000005 -0.10748999999999999 0.084660000000000027 0.089885000000000007 -0.061854999999999993 0.13210500000000003 -0.023869999999999995 -0.079279999999999975 0.11323000000000001 0.12879500000000002 -0.091729999999999992 -0.028889999999999996 0.094935000000000005 0.08622500000000001 0.05259500000000001 -0.055554999999999993 -1.0000000180025095e-35 -0.080994999999999998 0.088850000000000012 -0.17390999999999998 0.10124000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 9 -2 7 -5 16 8 20 10 -1 12 22 14 15 -3 17 -7 19 -18 -4 23 26 25 -15 -14 -12 -22 29 -9
right_child=1 13 4 5 -6 6 -8 28 -10 -11 11 -13 21 24 -16 -17 18 -19 -20 -21 27 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0018032207300872347 -0.0013208650893509987 0.00060393807125412385 0.0015110299821746091 0.0016969242119768608 0.00033197730562067792 -0.0013690578524269911 -0.0016799190851868977 0.00045234261954069208 -0.0018344867412562501 -0.0017884069504429197 0.00068609123861218535 0.0010991738816985342 -0.00096534604633450325 -0.0017121523462383921 0.0016536950679360565 -0.001108162582222801 -0.00053874576806022575 0.0011584613472229003 -0.00041875810151395434 0.0015512826610137292 -0.0012440654493609967 -0.0010801656255614068 -0.0019140561603054411 0.0015592121878034476 -0.00023059852089221845 0.00039635533879220038 -0.00079514178630991699 0.00030113993860820745 -0.0015133989968724542 -0.0017619027111126892
leaf_weight=1.464802161790433 1.821923199109732 2.463028283789753 1.381037065759301 7.2723696026951101 3.13137412816286 1.7857357468456077 1.5143000502139319 1.3093274496495717 1.7610213775187729 1.9301214413717378 1.3349338248372076 2.7249053344130507 1.7118863491341541 3.1004795432090759 1.7543644141405819 3.824583599343895 1.2377854175865675 1.6220603026449678 2.2094310484826574 8.991936935111875 1.5571416979655617 1.9645608607679594 2.0208240505307913 1.7981058228760955 2.3048166651278725 6.2594019640237004 4.3869762327522137 1.9594812318682668 28.925351871177558 1.1160183697938917
leaf_count=52 71 28 18 235 18 22 26 23 46 69 26 34 35 72 26 46 10 27 21 169 33 20 36 18 27 66 71 23 1697 56
internal_value=0 0.000338121 -0.000818575 0.000725048 -0.00113272 0.000876365 0.000532645 -0.00125339 -0.000374082 -0.000313654 -0.00019338 -8.7167e-05 -0.000253143 -0.0004231 1.87068e-05 -0.000437486 0.000744073 -0.000165996 0.000993393 0.00129839 0.000151027 0.000128683 -0.000831793 0.000371775 -0.00108042 0.000103921 -0.000449567 -0.000383069 -0.00144015 -0.000566538
internal_weight=0 39.9028 66.7373 26.4555 41.1408 24.6336 17.3612 38.0094 6.65868 25.5965 23.6664 22.2016 19.4767 13.4473 8.04198 6.28761 15.8469 3.4078 12.4392 10.2297 4.89766 11.734 7.74273 9.76939 5.4053 7.97129 5.72191 3.51662 31.3507 2.42535
internal_count=3121 780 2341 581 1914 510 275 1896 120 427 358 306 272 199 100 74 249 49 200 179 74 139 133 119 99 101 97 56 1776 79
is_linear=0
shrinkage=0.00172099


Tree=180
num_leaves=31
num_cat=0
split_feature=1 12 0 3 4 47 453 50 47 1 47 40 447 13 2 3 0 160 2 403 14 51 4 44 42 2 0 151 2 43
split_gain=7.96249 2.87312 2.59507 2.31545 2.15409 3.38384 2.28285 2.96207 2.08001 1.96874 1.54881 1.51858 1.51304 1.20888 1.15858 2.14103 1.2469 1.10248 1.08436 1.71395 1.62189 1.77761 1.05867 1.05247 1.02329 1.17209 0.992133 0.907672 0.7773 0.738759
threshold=0.094385000000000011 -1.0000000180025095e-35 0.062580000000000011 0.16158000000000003 -0.013125 0.13148500000000005 1.0000000180025095e-35 0.11534500000000002 0.090100000000000013 0.077565000000000009 0.11069000000000002 -1.0000000180025095e-35 0.084700000000000011 -0.50061499999999992 0.090310000000000015 0.12178000000000001 -0.055064999999999996 -1.0000000180025095e-35 0.073895000000000002 0.03138500000000001 0.062655000000000016 0.08955500000000001 -0.49405499999999997 0.13740500000000003 1.0000000180025095e-35 0.083215000000000011 -0.10607499999999999 0.11265500000000002 0.089885000000000007 -0.084004999999999982
decision_type=2 2 2 2 2 2 2 2 2 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 9 4 11 6 7 14 27 13 -10 -3 18 -1 16 -16 17 -6 19 -11 21 24 -4 -13 25 -20 -19 -2 -27 -15
right_child=1 3 22 -5 5 -7 -8 -9 10 12 -12 23 -14 29 15 -17 -18 26 20 -21 -22 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=0.00069931757830640762 0.0020479541179013135 0.0021139676834488479 -0.00091527751167186984 0.001782518468919162 -0.0022635779827603723 -0.0024420962439625333 -0.0024545732931570354 -0.002316357731754406 -0.0016977997183347607 -0.0021579142605206523 0.0010072020988523267 -0.0019637660501808534 0.0020738273121613717 -0.0011821146012224609 0.001917257692700261 -0.00055974439027389581 0.001546796110578148 0.0013849505468509083 0.0023200026403950936 0.0004977336188556399 -0.0022496872558454895 -0.0015538718296613096 0.00078334208084878808 0.001025956298040281 0.0019266933179802018 -0.0014489040465114739 -0.00095596139436990996 -0.00063395085411984309 0.00048480244815127092 -0.0019602531047505389
leaf_weight=0.99466635286808269 6.7866389947012049 0.52023008652031411 2.5779175767675042 2.6771023441106072 1.1447815103456376 2.1727562779560676 1.2076417505741108 1.4635157492011774 1.5901676155626776 4.5764895565807882 2.3668110724538565 5.2880822811275747 0.86287761107087035 8.474316230975095 6.7413590401411039 2.0432633273303509 1.9928642269224059 1.547376627102494 0.82607045583426764 1.4342805370688436 1.7681171316653479 2.462839188054204 4.5741653051227322 0.58790931105613697 1.7884846497327087 1.8454811293631794 1.7154351780191066 0.61874850466847409 1.8914210563525555 15.528054862283167
leaf_count=7 252 9 34 69 31 27 13 31 18 285 38 226 13 448 120 16 31 13 7 43 58 36 51 5 22 38 30 14 26 1110
internal_value=0 0.000256919 -0.00101015 -9.60193e-05 -0.000286331 5.56827e-05 0.000359614 0.000563747 0.0011609 -0.00120916 -7.9841e-05 -0.00135731 -0.000662898 -0.00159063 0.000841327 0.00134112 0.000155364 -0.000473762 -0.000805213 -0.00152423 -0.000396815 -2.51352e-05 0.000171087 -0.00166464 0.000567647 3.4961e-05 0.000154208 0.00182387 -0.000470165 -0.00168552
internal_weight=0 40.4647 49.6052 29.1023 26.4252 20.029 17.8562 16.6486 11.3624 42.4531 3.95698 6.39622 17.4561 24.997 15.1851 8.78462 6.40046 4.40759 16.5932 6.01077 10.5824 8.8143 7.15208 5.87599 6.35146 4.56297 3.26281 7.40539 3.7369 24.0024
internal_count=3121 943 2178 621 552 312 285 272 322 2093 56 240 528 1565 241 136 105 74 515 328 187 129 85 231 93 71 43 266 64 1558
is_linear=0
shrinkage=0.00211977


Tree=181
num_leaves=31
num_cat=0
split_feature=1 47 12 123 2 3 3 457 47 159 447 133 15 159 13 48 16 150 48 4 52 2 41 16 52 52 3 3 15 52
split_gain=5.73163 2.69886 2.54324 2.44275 1.64729 1.52412 1.68706 1.91843 1.61572 1.36686 1.21939 1.13617 1.08598 0.996249 0.964883 0.875378 0.855244 1.38463 1.54033 0.79645 0.850753 1.44853 0.697979 0.86384 1.41448 0.766471 0.598534 0.830712 0.542142 0.481228
threshold=0.104035 0.087885000000000019 -1.0000000180025095e-35 1.0000000180025095e-35 0.14838000000000004 -0.12018999999999998 0.090900000000000009 0.082380000000000009 0.097480000000000011 0.083335000000000006 0.08870500000000002 -1.0000000180025095e-35 0.035560000000000008 0.11639500000000001 -0.47860499999999995 -1.0000000180025095e-35 -0.061854999999999993 -1.0000000180025095e-35 0.11454000000000002 -0.013125 0.13796000000000003 0.11293500000000002 0.078475000000000017 -0.095094999999999985 -0.11592499999999999 -0.081934999999999994 -0.0063699999999999989 -0.013929999999999998 -0.055554999999999993 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 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 5 9 8 -7 14 15 10 19 -5 -2 -11 -8 -1 17 -3 -19 -4 21 -21 23 -17 -25 -26 27 -13 -18 -23
right_child=1 16 4 11 -6 6 7 -9 -10 13 -12 26 -14 -15 -16 22 28 18 -20 20 -22 29 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.00095281259506517816 0.0026444513013521524 -0.0027967587546649676 -0.0023162798871397355 -0.0022535928534774615 0.0027047329685964345 -0.0022119186376575862 -0.00032053952059561642 0.00075852009102551064 0.0019615662345425305 0.0026949520110702077 0.0015560113614074844 0.0017863954496753673 -0.0013040021011009883 -0.00087415558479541592 -0.00236347716398712 -0.0025571352826138311 -0.0027039024289274606 -0.0011036984326935368 0.00180722815358836 0.0016542864854317948 -0.002269325676938481 -0.0024097296120602798 -0.002797275775061136 -0.0027372207953606795 0.0019597392373117421 -0.00054147941560627637 0.0022745715069297473 -0.0013789658328006479 -0.0010916995698401367 -0.00022777192749096458
leaf_weight=1.0352896582335223 3.4032631213776798 1.5160687509924171 2.9155521178618065 1.0009435545653103 1.1511002797633398 44.007624977268279 2.1777976378798485 2.7906204052269459 1.1149012036621559 1.3539180252701037 1.1799173234030593 0.99075580760836635 0.5285154366865753 0.8275714898481964 5.013852356001733 2.0425920896232101 3.1819451609626412 3.1665429752320051 1.9163425723090766 1.8157995762303496 1.6362655591219661 1.3241411261260507 2.1898780604824424 1.4500898905098414 1.1738647799938897 2.5579213388264233 1.2376359188929194 1.2088878443464635 2.4053561370819789 1.3311842074617746
leaf_count=20 198 17 75 21 41 1989 15 30 14 43 31 26 14 15 82 29 66 33 40 33 17 13 50 52 17 37 29 19 25 30
internal_value=0 -0.000346424 0.000299341 -0.00169075 -0.000227693 -0.00181532 -0.00199617 -0.001045 -0.000971011 -0.000500256 -0.000893932 0.000149213 0.00211369 0.00134097 -0.00174483 -0.0012839 -0.00127203 -0.000647333 -6.22486e-06 -0.00121431 -0.000688247 -0.000109631 -0.00152987 -0.00114569 -0.000589325 0.0002453 0.000848915 4.67651e-05 -0.00200984 -0.00131586
internal_weight=0 29.6535 17.4672 69.9927 13.5354 65.5544 53.9899 9.98227 11.5645 12.3843 10.2029 4.43822 3.93178 2.18149 7.19165 10.4496 12.1863 6.59895 5.08289 9.02294 6.10739 4.47112 9.41435 7.22447 5.18188 3.73179 3.43728 2.19964 5.5873 2.65533
internal_count=3121 691 510 2430 298 2335 2116 127 219 257 199 95 212 58 97 205 181 90 73 168 93 76 185 135 106 54 74 45 91 43
is_linear=0
shrinkage=0.0025627


Tree=182
num_leaves=31
num_cat=0
split_feature=1 484 1213 475 1425 4 150 52 42 1374 42 52 0 457 43 2 4 133 0 1374 484 2 9 455 0 132 123 133 1 160
split_gain=3.18192 1.76282 1.56099 1.48577 1.48146 1.97046 1.45327 1.25151 1.39561 1.37298 1.48523 1.24571 1.39889 1.20011 1.16099 1.12747 1.21246 1.15328 1.52115 1.12448 1.10803 1.14033 1.08259 1.04492 0.979271 1.03667 1.20632 0.913692 1.0948 1.50343
threshold=0.094385000000000011 -0.0068949999999999992 -1.0000000180025095e-35 -0.086004999999999984 0.08209000000000001 0.50996500000000011 0.080470000000000014 0.11434500000000002 -1.0000000180025095e-35 -0.094929999999999987 0.091735000000000025 -0.12005499999999998 0.089620000000000019 0.51789000000000007 -0.52440999999999993 0.088850000000000012 -0.083644999999999983 -0.15129499999999999 -0.13455999999999999 0.087110000000000007 -1.0000000180025095e-35 0.14753000000000002 -1.0000000180025095e-35 0.081825000000000009 -0.077809999999999976 0.084605000000000014 0.091310000000000016 -0.25159999999999993 0.10752500000000002 0.032695000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 20 8 24 -10 11 12 -11 19 -12 16 -13 -18 -19 -8 -2 22 -22 -16 -4 26 -26 -24 29 -29
right_child=4 2 7 -5 -6 -7 13 -9 9 10 14 15 -14 -15 23 -17 17 18 -20 -21 21 -23 27 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0031686404915699639 -0.0023030227291023211 0.0034115592486451485 -0.0029033866290454724 -0.0031516690104362783 -0.0042172171340871716 0.0028295086911014362 0.0021299600841772717 -0.0024374731822314551 -0.0035908550273044695 -0.003213351752330102 0.0038101906349593353 0.0028987197513027324 0.0028588560779792345 -0.0026199008649658555 -0.0033459329440089928 0.0016059650398116952 0.0049369577817117462 0.00086098032087533565 -0.0028357413986173441 -0.0020462433999624361 0.0035186364464722471 0.0032566228832874517 -0.0034532628065747366 0.0022390924767680658 -0.003203783394165092 0.003007927839598253 0.0029875616805667728 -0.0022618924327489943 0.00034754491435189122 0.0016386934184031555
leaf_weight=3.6945310761220744 2.4590252414345874 0.35255539417266835 3.1616191896609962 4.0602047457359722 0.70117130782455106 2.6241747927851966 5.5700126308947793 3.300811940804123 0.97281831223518622 1.4897093465551794 0.30202923994511399 0.98012837581337109 0.46918865852057923 0.67815659753978241 2.2002142383716996 7.8696840708144009 0.30164746986702784 1.8186859395355037 2.4667486851103293 0.6804402396082877 0.67435090569780953 0.9004980968311419 0.89802769105883129 0.36770420894026745 1.1463496196083789 0.65115832816809405 0.39897356927394856 4.130095353350014 9.6506794351153058 1.1991650424897669
leaf_count=397 86 4 334 439 43 145 198 245 38 104 5 19 5 6 185 103 4 23 159 14 26 34 18 7 81 23 3 156 191 26
internal_value=0 -0.00116191 -0.000932451 -0.0026273 0.000188337 0.000293176 4.52002e-05 -0.000664363 -0.000426416 -4.09052e-05 0.000148162 0.000525725 -0.00175896 0.00125492 -0.00187727 0.000858797 -0.000197383 -0.000858931 -0.0012669 0.00167533 -0.000375739 -0.000104194 -0.000287032 -0.0025462 -0.00181062 -0.00023768 -0.00160529 -0.000448663 -0.000268541 -0.0013842
internal_weight=0 36.0048 32.3102 4.41276 30.1658 29.4646 26.8405 27.8975 24.5967 19.2386 18.2657 15.3958 1.9589 6.92861 2.86995 13.4369 5.56721 4.58708 4.28543 6.25045 19.9118 17.4528 16.5523 2.56792 5.3581 2.19648 1.54532 15.878 14.9799 5.32926
internal_count=3121 2178 1781 443 943 900 755 1338 1093 652 614 417 109 218 197 308 205 186 182 212 537 451 417 192 441 107 84 391 373 182
is_linear=0
shrinkage=0.00306672


Tree=183
num_leaves=31
num_cat=0
split_feature=12 4 13 3 1 39 132 11 15 484 14 47 48 48 51 47 4 15 3 15 52 41 15 0 13 15 1 0 1 151
split_gain=9.74742 4.55525 3.35733 2.79847 2.58611 2.03934 1.85985 1.54716 1.4172 1.64962 1.4051 1.53937 1.65968 1.28893 1.46347 1.39825 1.85654 1.14745 1.21606 1.09544 0.943595 1.14746 1.30677 1.32503 0.877692 1.49969 0.799553 0.789416 1.64671 0.729018
threshold=0.079890000000000017 0.36766000000000004 -0.0044799999999999987 0.097915000000000016 0.09253500000000002 0.14059500000000003 0.087955000000000019 0.087830000000000005 0.024640000000000006 -0.0068949999999999992 0.018475000000000002 0.090100000000000013 0.10396500000000002 0.086260000000000017 0.095050000000000009 0.092710000000000015 -0.059649999999999988 0.15614500000000003 -0.097604999999999983 -0.036009999999999993 -0.15275999999999998 0.078475000000000017 0.079055000000000014 0.10455500000000001 -0.094514999999999988 0.090455000000000021 0.090475000000000014 -0.060129999999999996 0.078340000000000007 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 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 5 19 17 8 -3 9 -4 11 -6 -13 15 -15 16 -11 18 20 -1 -2 22 23 27 25 26 -20 28 -22 -18
right_child=1 7 6 -5 10 -7 -8 -9 -10 13 -12 12 -14 14 -16 -17 29 -19 24 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.002441855655223658 -0.0024560200241263153 0.0024056389625932884 -0.0018647265952947453 0.00049890635826989826 0.0023625782627338127 0.0025453560124960844 0.0022702730388435076 -0.00023685975825924014 -0.0019196942837684636 -0.00067905226973395422 -0.0017474765763859877 -0.00085272627652165978 0.0024789039848302583 -0.0013255592109628733 0.0011000522956328977 -0.0013585749815046755 0.0021267222374685897 0.00010034524153405518 -0.0024948011594633454 0.00031114213371618649 -0.0024982575343055102 -0.0025234679956511337 -0.00202092999109424 -0.0018410493018209046 -0.0021296010943788598 0.0015372499110284847 4.9821792463369092e-05 0.001734197443840039 0.0011574637660473936 0.00073955623146419237
leaf_weight=1.2429933100938799 2.3991244882345191 2.1794019229710093 2.8630450004711845 3.8257704861462107 8.2117628818377799 0.64948155730962653 1.5529079250991333 2.7914770804345608 2.9253327911719671 3.4993719141930404 0.64736522920429784 2.0514060724526657 1.3825811222195623 5.7629540162160984 1.8040711060166357 2.0069579835981122 3.7652705237269473 1.9853243809193362 2.3333856165409048 2.2320338189601889 1.0589473526924829 1.8239557268097986 2.2589074373245239 1.5655406881123779 27.389897122047856 0.99805407598614682 0.96380977705121029 2.1026603858917885 1.9050588803365824 4.7112388219684238
leaf_count=43 105 43 52 27 283 12 26 35 50 52 10 19 31 70 17 20 57 23 86 30 37 48 75 22 1699 14 11 19 21 84
internal_value=0 -0.00122641 0.000244348 -0.00143473 0.00111662 -0.00159068 -0.000231716 0.000921701 -0.000373837 -0.000188601 0.00162267 0.00181001 0.000488644 3.40831e-05 -0.000747264 0.000456921 0.000761168 -0.0016481 -0.00172558 -0.000673586 -0.0011237 -0.000825387 -0.000477037 4.88079e-05 -0.0019747 -0.000986917 -0.00175098 0.000632752 -0.000148612 0.00135574
internal_weight=0 56.2308 44.6593 51.2599 15.7681 47.4341 28.8912 4.97088 27.3382 24.4129 12.2931 11.6458 3.43399 21.5499 7.56703 13.9828 11.9759 46.7847 44.7993 3.47503 13.1142 10.7151 8.89111 6.63221 31.6851 4.29525 3.2972 5.06667 2.96401 8.47651
internal_count=3121 2277 844 2199 416 2172 428 78 402 352 343 333 50 300 87 213 193 2160 2137 73 327 222 174 99 1810 111 97 77 58 141
is_linear=0
shrinkage=0.00235026


Tree=184
num_leaves=31
num_cat=0
split_feature=12 1 13 133 14 132 16 132 38 42 42 484 0 0 1 52 15 402 52 0 15 47 0 484 151 0 16 4 3 43
split_gain=3.0467 1.99809 1.43638 1.58643 1.9546 1.31427 1.27865 1.18206 1.16521 1.00428 1.70884 1.29504 1.11068 2.43024 1.28049 0.957609 1.24876 0.945756 0.911654 0.909263 0.892224 0.859113 0.935853 0.81346 1.12925 0.942629 0.802608 0.779361 1.29531 0.889897
threshold=0.079890000000000017 0.13021500000000003 -0.00051499999999999994 -1.0000000180025095e-35 0.091685000000000016 0.082230000000000011 -0.25582999999999995 0.087955000000000019 0.11495000000000001 -1.0000000180025095e-35 0.088915000000000008 -1.0000000180025095e-35 -0.084269999999999984 -0.082974999999999979 0.083345000000000016 1.0000000180025095e-35 -0.11713499999999999 -0.50169499999999989 -0.0064899999999999992 -0.053834999999999994 -0.022504999999999997 0.092710000000000015 -0.094654999999999975 -0.0068949999999999992 -0.086944999999999981 -0.23091999999999999 -0.36241499999999999 -0.51843499999999987 0.10732000000000001 -0.088004999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 5 8 -1 15 18 -5 17 11 -11 14 -14 -13 16 -2 -8 23 -3 -15 22 26 -4 -25 -26 -20 -22 29 -29
right_child=1 19 7 4 -6 -7 9 -9 -10 10 -12 12 13 20 -16 -17 -18 -19 21 -21 27 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=-0.0031932670399690641 -0.0016962600521357499 0.0042578225470287952 -0.003771454704915138 0.0027665493329547207 -0.0045400502168735993 0.0028806455990887238 0.00098634483223173416 0.0033603400970345851 -0.002723054201133591 -0.0035862371150765363 -0.0029840153915512125 -0.003236620291002695 0.0058396620030248892 0.0022361950696558074 0.00082542573301630658 -0.0024889301670798737 0.0019636076528689889 -0.003653285391110133 0.00020574328607631697 -0.00025324839672387931 -0.0043270031592505332 -0.0013635382176164443 -0.00062684625325979727 0.0024407970390687901 0.001080212688827117 -0.0020455727392981872 0.0032325377204219024 0.00095401224314403948 0.0031332001985413718 -0.0029613141331143499
leaf_weight=1.4888041061349242 1.7882651155814526 1.0339085068553688 1.3753494448028512 7.057136071380226 0.52309102518483985 0.60444556782022107 0.59080082643777121 0.99423395097255607 0.49964091554284085 1.7199907177127975 6.41245367610827 2.615255454089497 0.89674776047468174 1.3151130885817108 1.4589506760239599 1.6086501246318219 3.0336156124249127 5.168876311741772 1.9092787448316837 1.1269309977069486 0.71996946632862036 3.0470586689189076 3.0913375983945999 1.0710688596591342 1.4739535888656954 5.5411192951723978 2.368986576795578 1.1105853701010349 0.95223563164472569 1.8973466022871326
leaf_count=64 28 25 40 328 5 31 21 25 8 201 663 244 39 34 51 72 54 663 52 32 10 50 65 13 12 118 33 21 7 112
internal_value=0 -0.0013256 0.000185509 0.00125581 0.00195405 -0.00143937 -0.00154872 -0.000336154 0.00240359 -0.0019059 -0.00152245 -0.000783684 -0.000344118 0.0005059 -0.00178202 -0.000168003 0.000606292 -0.00317737 -0.000521039 0.00190519 -0.000291905 0.000187976 0.00082947 -0.00130163 -0.000881547 -0.00138881 0.00188176 -0.0010023 -0.000397858 -0.0015157
internal_weight=0 33.4497 31.0455 10.1731 8.07987 2.09325 31.2889 20.8724 7.55678 24.8583 19.0986 12.6862 10.9662 6.892 4.07421 6.43053 4.82188 5.75968 19.8782 2.16084 5.99525 10.4167 7.3696 9.46149 8.08614 7.01507 4.27827 4.68014 3.96017 3.00793
internal_count=3121 2277 844 436 341 95 2220 408 336 2066 1382 719 518 223 295 154 82 684 383 57 184 200 150 183 143 130 85 150 140 133
is_linear=0
shrinkage=0.00347387


Tree=185
num_leaves=31
num_cat=0
split_feature=1 12 0 1 3 4 47 50 151 47 47 40 42 4 52 4 49 3 2 159 0 2 0 1429 16 132 3 0 12 44
split_gain=9.56709 3.16353 3.04456 2.83268 2.65965 2.42653 3.53463 2.81061 2.48207 2.21972 1.84787 1.75746 1.73873 2.32305 1.85615 1.70152 1.5471 2.01757 2.12278 1.39045 1.37671 1.34304 2.14871 1.25731 1.58564 1.77996 1.09863 1.08678 1.35497 1.05224
threshold=0.094385000000000011 -1.0000000180025095e-35 -0.060129999999999996 1.0000000180025095e-35 0.16158000000000003 -0.013125 0.13148500000000005 0.11534500000000002 -0.40381499999999992 0.090100000000000013 0.10980000000000002 -1.0000000180025095e-35 0.092620000000000022 -0.49405499999999997 0.10347000000000002 0.053925000000000008 0.10595500000000001 0.12178000000000001 0.090310000000000015 0.092630000000000018 -0.055064999999999996 0.10327000000000001 0.10455500000000001 0.084690000000000015 -0.087989999999999985 0.082230000000000011 0.11296500000000002 -0.10607499999999999 0.091930000000000012 0.13740500000000003
decision_type=2 2 2 2 2 2 2 2 2 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 26 5 11 7 8 -7 -2 -11 -3 13 14 -4 23 17 18 20 21 27 -15 -23 24 -5 -26 -1 -10 -29 -13
right_child=1 4 12 15 -6 6 -8 -9 16 10 -12 29 -14 19 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0022915122274810322 0.0021344847543960329 0.0024834700905523948 -0.0028811484076931987 -0.00019582290414971309 0.0021393541040719711 -0.0027953379002542719 -0.0028656802862968263 -0.0027395511086164702 0.00074915334029112244 -0.0021989638801380314 0.001192412661728286 -0.0023182384471326666 -0.002117904267280174 0.002254205380975221 0.0010728958649681196 0.0014769981754593812 0.0030162266671695673 -0.0020258184659444345 0.0020595307890871259 -0.0010824188778934631 0.0018912333083261558 -0.0026515721222076629 0.0022440405383424809 0.0018217571132863482 -0.0022490869640700364 0.0014214819184502115 -1.084703615557538e-05 0.00076680916041631762 -0.0029543532210911695 0.0011203774962581573
leaf_weight=23.237011394463483 7.9528867620974761 0.59367866627871979 2.2843502489849921 5.3599351542070499 2.8855904694646588 1.1740158498287332 2.3033080548048011 1.6125368643552054 1.8727491740137332 1.6172511223703621 2.6230813544243574 5.974380079656842 2.6091209976002565 4.1125032082200033 1.0929698739200828 1.7621812121942628 2.0007436498999587 1.5382705554366101 6.0662958659231663 1.7893907595425842 1.7341639641672353 1.0922065572813155 1.1419252827763555 0.86119565833360034 8.5319063337519747 0.91043216455727893 1.3941243216395367 0.91306603886187154 1.83159639313817 0.61079183965921391
leaf_count=1428 266 9 58 113 69 14 27 31 17 17 39 226 77 36 11 26 20 11 108 19 26 38 9 13 323 18 9 13 45 5
internal_value=0 0.00027971 -0.00128109 -0.00161771 -0.000142526 -0.00037581 5.14982e-05 0.000409979 0.000706445 0.00135705 -0.000101049 -0.00162858 -0.000278617 0.000138197 -0.00160154 -0.000847762 0.000964086 0.000669893 0.00100383 0.000860373 -4.46351e-06 0.00140813 -0.000149292 -0.0011093 -0.00127983 -0.00189517 -0.00216243 -0.000716431 -0.00171644 -0.0019993
internal_weight=0 43.3044 56.1793 42.0568 31.1112 28.2256 21.0467 18.7434 17.1309 12.1932 4.24033 7.17885 14.1225 11.5133 3.37732 17.4257 15.9569 13.9561 12.4179 8.13603 6.35158 6.34664 2.23413 15.6635 14.8023 9.44234 24.6311 4.61741 2.74466 6.58517
internal_count=3121 943 2178 1930 621 552 312 285 254 322 56 240 248 171 69 493 240 220 209 102 101 83 47 467 454 341 1437 75 58 231
is_linear=0
shrinkage=0.00249537


Tree=186
num_leaves=31
num_cat=0
split_feature=1 52 47 0 52 3 1 447 50 128 0 13 42 2 14 51 403 1213 42 4 159 48 48 51 43 0 45 15 0 457
split_gain=12.9211 4.23841 3.53921 3.23418 2.62936 2.57056 2.52858 2.17708 2.17418 1.83115 1.7671 1.6603 1.58957 1.40461 1.90465 2.0319 1.80037 2.24285 1.39028 1.365 1.53708 1.19319 1.34693 1.13065 1.01295 1.48021 0.868023 0.755171 0.84957 0.727144
threshold=0.094385000000000011 -0.26636999999999994 0.096300000000000011 0.062580000000000011 0.12603000000000003 0.16158000000000003 0.077565000000000009 0.084700000000000011 0.10965000000000001 0.089035000000000017 -0.062294999999999996 -0.50061499999999992 0.086835000000000009 0.073895000000000002 0.062655000000000016 0.08955500000000001 0.03138500000000001 -1.0000000180025095e-35 1.0000000180025095e-35 -0.0086549999999999978 -0.041644999999999995 0.12879500000000002 -0.089099999999999999 -0.010009999999999998 -0.073959999999999984 -0.10607499999999999 1.0000000180025095e-35 -1.0000000180025095e-35 -0.053834999999999994 0.088585000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 4 6 8 10 11 13 9 21 24 -1 -5 16 15 18 -8 -18 23 -6 -21 22 -3 -15 25 -4 -24 28 -2 -13
right_child=1 2 5 12 19 -7 7 -9 -10 -11 -12 29 -14 14 -16 -17 17 -19 -20 20 -22 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00085614480909687824 0.00050639766085740863 -0.00021158732838389015 0.0012842762866231055 0.00064084055169226484 -0.0022731432581371055 0.0018863955831283313 -0.0021289340355227751 0.0021486715874557143 -0.0011167582127101054 -0.0014488044707322003 0.0013468476324513289 -0.0018191349760699992 -0.0015084559647727275 -0.0011906408784385226 -0.0022347873704938038 -0.0015677069944907459 -0.0021366237568353919 0.0028051337957620721 0.0019452955578969236 0.0017208491215264798 -0.0010274876600299934 -7.6429402031236043e-05 0.001869294675707227 0.00076834265745494138 -0.0017345230954244192 -0.0016338236715543527 -0.00031140582316854613 -0.0022676158589877435 -0.0016787704975709953 -0.00050990909724346015
leaf_weight=1.1034919992089225 1.3840763820335271 1.5924565605819285 1.4497919604182246 6.1464404724538308 1.3118929993361232 1.775358248502015 5.816203258931643 1.0826030168682326 1.6298639532178629 0.95950981508940358 1.3791715055704106 29.464444606564946 1.9606968853622673 2.2141374405473462 2.1260519474744788 2.8228693325072527 0.78266147151589394 0.80464460141956784 2.0809238534420729 1.5967193003743885 1.9560155998915427 1.9428872875869263 18.588982814922943 2.9935354031622401 5.3552484698593616 1.5578402895480374 0.82346265576779742 2.3518221462145439 1.7285007266327737 1.9541597086936224
leaf_count=7 23 22 13 55 43 25 285 13 35 20 18 1504 30 51 58 36 34 9 22 19 27 22 431 20 81 32 10 93 29 54
internal_value=0 0.000342998 0.000567434 -0.00110193 0.000939153 -0.000413769 -0.00128813 -0.00072073 0.00120593 0.00136428 -0.000832943 -0.00164969 0.000121037 -0.00087889 -0.000446567 -7.05735e-05 -0.00159349 0.000368475 0.000509265 -0.000461328 0.000207708 0.0014819 0.00162604 -6.45551e-05 -0.00119242 -0.00022719 0.00177679 -0.00137872 -0.000707087 -0.0017377
internal_weight=0 47.3836 41.9192 61.3529 30.4018 11.5174 53.2457 20.7236 25.5372 23.9073 9.74205 32.5221 8.10714 19.641 12.2375 10.1115 7.40351 1.58731 7.2886 4.86463 3.55273 22.9478 21.0049 5.20767 8.36288 3.00763 19.4124 5.4644 3.11258 31.4186
internal_count=3121 943 798 2178 629 169 2093 528 540 505 144 1565 85 515 187 129 328 43 93 89 46 485 463 71 126 45 441 145 52 1558
is_linear=0
shrinkage=0.00207845


Tree=187
num_leaves=31
num_cat=0
split_feature=1 47 12 12 16 0 457 50 4 2 48 15 160 160 52 52 484 1 13 457 402 1212 15 150 16 48 15 4 47 4
split_gain=3.18691 1.50675 1.4384 1.41476 1.18897 1.59716 1.18198 1.16796 1.12005 1.1584 1.09142 1.08172 1.07296 0.908078 0.843654 1.19369 0.879886 1.20149 1.30253 0.914581 0.837724 0.823308 0.786307 0.753304 1.09012 1.06762 0.770038 0.722613 0.714653 0.756442
threshold=0.10089500000000001 0.087885000000000019 -1.0000000180025095e-35 0.084100000000000022 -0.51370499999999997 -0.060129999999999996 0.083995000000000014 0.11610000000000001 -0.17966999999999997 0.13404500000000005 0.12879500000000002 0.084050000000000014 0.032695000000000009 0.083670000000000008 0.19022000000000003 0.083680000000000018 0.08660000000000001 0.077565000000000009 -0.080759999999999985 -0.0029299999999999994 -0.50169499999999989 -0.50120999999999993 0.035560000000000008 -1.0000000180025095e-35 -0.061854999999999993 0.11454000000000002 -0.055554999999999993 -0.17966999999999997 0.081320000000000017 0.0061450000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 22 11 -5 6 20 8 -4 10 12 14 -10 -8 15 16 17 -1 -19 -20 -6 -22 -2 -3 25 -25 -26 -23 29 -21
right_child=1 23 7 4 5 -7 13 -9 9 -11 -12 -13 -14 -15 -16 -17 -18 18 19 28 21 27 -24 24 26 -27 -28 -29 -30 -31
leaf_value=-0.0021799886239840306 0.0027525139580955602 -0.0026036188960383501 -0.0023091885930607522 0.00094323402962022385 0.0007825294064747857 -0.00042880588292367312 -0.0027942389297716838 -0.0028419724704374532 0.00036231137523410294 0.0028124206524293535 -0.0018580796019752777 -0.002734255202305138 0.0030536834199372943 0.0017058563582556016 -0.0028292465229115284 0.0015845108291971657 0.0012287698423503581 0.0026328143279595356 -0.0028980831386811907 -0.00047523967294613612 0.0005948137321798207 0.0025368410739994222 -0.0011878240656253759 -0.00045253515284205108 -0.0025982783488511735 0.0021562858982886305 -0.0001498113202740909 -0.0027374264314765713 -0.0018360919988827972 0.0018088686380856099
leaf_weight=2.8338686805218476 3.1312101185321803 1.1296978387981642 0.89037657482549448 1.4590903986245418 0.58903759205714123 6.1925823781639311 0.47896566148847408 0.7636517835780986 6.4082053783349675 1.7377909161150462 1.2828906141221521 1.2793012773618091 1.2701570829376576 0.9723642966710031 0.81707132421434003 2.6773274461738774 2.0469444529153398 1.0445331651717422 1.0296731758862732 2.8531592120416462 0.58958854852244158 0.18908544629812141 0.40985942166298617 2.8437488623894742 1.8285573329776514 1.8547271806746719 1.8483610926195981 11.019464052747933 1.3965444983914492 1.6305928137153385
leaf_count=157 222 20 68 26 22 164 34 24 149 68 12 106 24 26 28 49 52 27 15 59 26 3 14 40 70 42 27 1498 33 16
internal_value=0 0.000289487 0.000793352 -0.000927564 -0.00138819 -0.00155801 -0.00206332 0.000362483 0.000573632 0.000813541 0.000425913 -0.000365413 0.000807519 0.000220742 -0.000179833 -4.02852e-05 -0.000379203 -0.000684293 -0.000151437 -0.000572313 -0.00233093 -0.00248638 0.00229644 -0.00055306 -0.000276474 0.000577299 -0.00136745 -0.00264845 -0.000165058 0.000355415
internal_weight=0 25.3992 15.8941 39.0992 21.4902 20.0311 13.8385 12.3531 11.5894 10.699 8.96125 17.609 7.67836 1.45133 16.3297 15.5126 12.8353 10.7884 7.9545 6.90997 12.3872 11.7981 3.54107 9.50509 8.37539 4.69848 3.67692 11.2085 5.8803 4.48375
internal_count=3121 780 581 2341 1799 1773 1609 345 321 253 185 542 173 60 436 408 359 307 150 123 1549 1527 236 199 179 82 97 1501 108 75
is_linear=0
shrinkage=0.00267512


Tree=188
num_leaves=31
num_cat=0
split_feature=1 12 52 47 3 12 50 3 151 4 52 11 484 159 50 14 4 133 3 133 52 0 160 47 16 4 157 15 42 2
split_gain=9.05224 3.07442 2.81945 2.55972 2.1541 1.89602 1.84369 1.78222 1.72975 1.73754 1.46608 1.41674 1.39046 1.32574 1.77583 1.21754 1.20661 1.165 2.18756 1.25364 2.16098 1.70531 1.0738 1.05632 1.00505 1.05085 0.948569 0.831729 0.822646 1.61529
threshold=0.099195000000000019 0.084100000000000022 -0.43320999999999993 0.087885000000000019 0.10732000000000001 -1.0000000180025095e-35 0.10965000000000001 -0.12018999999999998 -0.40381499999999992 0.27834500000000006 0.19022000000000003 0.081790000000000015 -0.0068949999999999992 -1.0000000180025095e-35 0.089280000000000012 -0.46885499999999997 0.24564500000000003 0.099660000000000012 -0.15713499999999997 -0.0061299999999999992 0.077655000000000016 -0.10011499999999998 0.086325000000000013 0.12119500000000001 -0.27167499999999994 -0.033174999999999989 -0.080544999999999992 0.035560000000000008 0.085465000000000013 0.092120000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -2 5 7 27 8 11 -7 24 12 28 -1 -5 16 -11 -15 18 -14 26 21 22 -21 -18 -10 -26 -20 -4 29 -3
right_child=2 4 3 13 -6 6 -8 -9 9 15 -12 -13 17 14 -16 -17 23 -19 19 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0016633724228291211 -0.0021149631521569954 -0.0022492673570603237 0.0021412891136260437 -0.0017543083107017818 0.00035208903928870649 -0.0021491719670500139 -0.0018983260995104015 -0.0017336066074517059 -0.0014586815021905026 -0.0003304384876934914 -0.0022336643407128058 -0.0021837206265771618 0.0019174379244973547 -0.0013378078326923488 0.0019624382415826826 0.0021911737032205844 0.00097270290115655518 -0.0019793866674175358 0.00078767942011034777 0.0008762049245247584 0.0020528672747999765 -0.0013842463373530606 -0.00072494006655675336 -0.00097929821827139572 -0.00043880083146905955 0.001154605365556158 -0.0021567364455493078 -0.00042938928411313337 0.0014710713187717588 0.00097146325102628656
leaf_weight=2.586330569349232 1.8534222748130549 1.2087888279929786 5.4738952210173002 2.1128624817356458 2.9129879847168914 0.83651086315512735 1.2184866257011879 25.434791339561343 1.1677091866731641 0.97736067697405538 1.6884326962754119 1.4602531688287852 2.3866879213601448 3.2212062589824182 1.7026783116161812 4.8864472117275035 3.2889408022165298 1.2545848190784443 0.60120753571391139 4.8262988738715746 1.9713813103735436 3.944668306037765 2.8240318074822426 1.8382108621299265 2.7153454627841711 5.0061146207153815 2.0599516797810891 0.59336582571268071 1.390896971337497 1.465161179192364
leaf_count=113 107 36 228 49 18 8 27 1654 11 9 41 43 25 41 30 121 31 17 8 57 28 116 29 24 46 70 88 14 18 14
internal_value=0 -0.000942628 0.000364014 0.000495141 -0.00134345 0.000901625 0.000544889 -0.00150298 0.000735853 0.000899437 -0.000380286 -0.000441298 -0.000240928 -0.000269285 4.28863e-05 0.00177088 -0.000348613 -5.57674e-05 7.38831e-05 -0.00019726 5.66227e-05 -0.000282779 0.000285161 0.000272862 0.000324583 0.000594265 -0.00149154 0.00188988 0.000184649 -0.000484504
internal_weight=0 58.0165 36.8926 35.0391 33.8729 22.8752 16.808 30.9599 15.5895 14.753 24.1436 5.5251 22.4551 12.1639 10.051 5.86381 8.34836 19.8688 18.6142 16.2275 13.5664 11.595 7.65033 5.12715 8.88917 7.72146 2.66116 6.06726 4.06485 2.67395
internal_count=3121 2305 816 709 1783 534 292 1765 265 257 522 111 481 175 126 130 96 368 351 326 230 202 86 55 127 116 96 242 68 50
is_linear=0
shrinkage=0.00206239


Tree=189
num_leaves=31
num_cat=0
split_feature=4 1213 403 484 11 160 52 151 150 133 475 1374 457 4 1366 1 1374 42 42 43 4 43 4 16 3 3 43 43 3 453
split_gain=2.91763 2.25687 1.89297 2.04525 2.0667 1.95483 1.78198 1.66528 1.65381 1.62739 1.421 1.26713 1.27218 1.21672 1.10004 0.946523 1.05684 1.1374 1.0425 1.29124 1.25569 1.4021 1.33648 1.181 1.64499 1.18254 1.16876 1.1657 1.10322 0.827371
threshold=0.27044500000000005 -1.0000000180025095e-35 -0.082384999999999986 -0.0068949999999999992 0.081790000000000015 -0.40698999999999991 -0.43320999999999993 -0.27559499999999998 0.097210000000000005 -0.25159999999999993 -0.086004999999999984 0.10637000000000001 0.51789000000000007 -0.5956499999999999 -1.0000000180025095e-35 0.094825000000000007 -0.094929999999999987 -0.095859999999999987 0.092860000000000012 -0.14792499999999997 -0.51843499999999987 0.13895500000000002 0.052250000000000012 -0.083134999999999987 -0.10831999999999999 -0.082154999999999992 -0.52440999999999993 -0.088004999999999986 0.090900000000000009 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 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 8 5 13 -7 -2 -4 -8 -1 12 14 -5 -11 16 -16 -18 19 -19 -21 22 23 -22 -25 -26 -20 -27 -29 -9
right_child=7 2 3 4 -6 6 9 29 -10 11 -12 -13 -14 -15 15 -17 17 18 26 20 21 -23 -24 24 25 27 -28 28 -30 -31
leaf_value=0.0035832046516318873 -0.0031526542006301722 -0.0029440821788487073 -0.0029912724816230454 0.0047303049144972525 -0.0032722323958261634 -0.0028043801528786425 -0.0033920317532763864 0.0017872305181280618 0.0022451595132715265 -0.0027997319023884007 -0.0033751774893945835 -0.0036043405684460243 -0.0030107151071686353 -0.0033010932833709636 -0.0039763620304840031 0.0015878878052477674 -0.0030930043489596965 0.0039252248582335048 0.0034626059144786249 -0.0040803473755611211 0.0024533085838107363 0.0039477150797549718 -0.0022223216677748265 0.0029764098964730154 -0.003552599198916131 0.003951555843979087 -0.0037054783850087318 -0.0026132616933736432 0.0014350890811069795 -0.0024864810657351539
leaf_weight=0.33076727390289296 0.87323696911334892 3.3814021814614525 4.7274685027077785 0.21559931337833438 2.1382471411488941 1.944355497136711 1.1537958844564844 8.2973248101770842 0.73236374324187625 0.89082886697725427 4.5955308172851792 0.7612236263230433 0.97697295434772868 2.4746226025745264 0.56466182926671038 11.369206023868172 0.86378249432892928 1.4088724707253337 0.31249851174652565 0.56234857579693809 3.5218059765175012 1.3882752479985345 1.6297514531761397 1.5842129709199095 1.245751554146411 0.67570830928161774 1.0189687525853504 1.5664137769490105 1.2910292325541375 0.50526938959956247
leaf_count=4 15 355 417 1 111 171 112 342 16 30 478 18 10 195 33 272 58 20 4 10 85 14 43 23 113 10 60 70 23 8
internal_value=0 -0.000817107 -0.000604293 -0.000428549 -0.000171792 5.36997e-06 0.000211631 0.00111824 -0.00228887 0.000390494 -0.00290797 0.000528462 0.000630369 -0.00265744 0.000749364 0.000858374 0.000388035 0.00053241 0.00072565 0.000971706 0.00066268 0.000869395 0.000498255 0.000946804 0.000112995 -0.00083623 -0.00202311 0.000121532 -0.000784165 0.00154192
internal_weight=0 53.3265 48.4002 45.0188 39.5589 37.4207 34.7305 9.67583 5.45983 32.7861 4.9263 31.6323 30.8711 2.69022 29.8941 29.0033 17.6341 17.0694 16.2056 14.8742 13.4653 12.9029 11.5147 9.88492 6.36312 4.7789 1.33147 3.53315 2.85744 8.80259
internal_count=3121 2756 2274 1919 1486 1375 1179 365 433 1008 482 896 878 196 868 838 566 533 475 411 391 381 367 324 239 216 64 103 93 350
is_linear=0
shrinkage=0.0032425


Tree=190
num_leaves=31
num_cat=0
split_feature=1 12 0 3 51 1 4 47 124 52 457 447 49 42 42 2 403 14 51 42 13 3 394 51 15 160 51 48 12 1
split_gain=8.69055 2.86075 2.56384 2.41153 2.15205 2.11529 2.10393 2.59019 1.97685 1.71965 1.70862 1.54335 1.42097 1.3178 1.29096 1.22514 1.74221 1.52469 1.46244 1.22635 1.08922 1.08128 1.01684 0.955961 0.818534 0.990455 0.926022 0.731546 0.613269 0.585902
threshold=0.094385000000000011 -1.0000000180025095e-35 0.062580000000000011 0.16158000000000003 -0.40274499999999996 0.077565000000000009 0.23246000000000003 0.12119500000000001 -0.51664499999999991 0.13796000000000003 0.080930000000000016 0.084700000000000011 0.51130000000000009 0.086835000000000009 0.15432000000000004 0.073895000000000002 0.03138500000000001 0.062655000000000016 0.08955500000000001 1.0000000180025095e-35 -0.50061499999999992 0.11924500000000002 -0.081984999999999988 -0.010009999999999998 -0.053579999999999996 -1.0000000180025095e-35 0.11917000000000001 0.10990500000000002 0.086095000000000019 0.10887500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 5 6 -2 20 10 9 -6 21 12 15 14 28 24 16 -7 18 19 23 -1 27 -10 -17 25 -3 -27 -8 -4 -24
right_child=1 3 13 -5 8 11 7 -9 22 -11 -12 -13 -14 -15 -16 17 -18 -19 -20 -21 -22 -23 29 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0005749414477912014 -0.0024077915817218602 -0.002144545907264277 0.0014324155657777797 0.0017022964509335759 -0.0027022856324949314 -0.0020661173900600825 0.0015549214545931191 -0.0021032482557687359 -0.00091863393075367094 -0.0014018720235712944 0.00064990828050333425 0.001952640988580973 0.0016776691472691718 -0.0014392585133353446 0.0014500499245672677 -0.0011900146326515293 0.00047714818840268451 -0.0021282192388921389 -0.0013708681663230238 0.0018421979505333782 -0.0016434168626354097 -0.00059345229498963294 0.0010048628722296661 0.0006912816849460958 -0.0020375168555920231 -0.00099442711395631659 0.0013066758548932762 -0.00011550515721171678 3.6251710744324515e-05 0.0020485400834629047
leaf_weight=0.94144864380359905 0.67622604221105476 1.7186577040702102 2.2054780088365069 2.7667911108583203 0.47939223051071067 4.9438572647050085 6.6823996864259225 1.5717367008328427 0.66381238214671157 1.4176419153809536 2.6770521961152545 0.88135894760489364 0.68941345904022533 1.6858207043260334 0.64982767775654871 1.9115460021421298 1.4224108485504983 1.7037354623898853 2.4420689111575484 1.8870313875377176 25.322751590050757 1.4899762757122514 3.4449298009276408 2.6340161859989162 5.4112670505419409 2.2032489627599703 1.0633330987766383 1.2813304513692854 3.1090908963233232 6.1330463383346796
leaf_count=7 6 49 24 69 4 285 117 20 10 16 27 13 8 30 13 51 43 58 36 22 1558 18 85 20 203 53 15 13 31 217
internal_value=0 0.000233863 -0.00101771 -9.78618e-05 0.00109604 -0.00119847 -0.000283321 0.000326709 0.00131704 0.000678023 -0.000809981 -0.000660059 -0.001143 0.000120785 -0.00131904 -0.000795956 -0.00149788 -0.000373527 -3.6665e-05 0.000469852 -0.0015639 0.000989916 0.00150517 -9.98602e-05 -0.00149212 -0.000900113 -0.000245375 0.00128616 0.000615642 0.00167316
internal_weight=0 41.0201 51.0906 29.6227 11.3974 44.0902 26.8559 12.4431 10.7212 10.8713 14.4128 17.826 11.7357 7.00039 11.0463 16.9447 6.36627 10.5784 8.87466 6.43259 26.2642 9.45371 10.2418 4.54556 10.3965 4.98524 3.26658 7.96373 5.31457 9.57798
internal_count=3121 943 2178 621 322 2093 552 184 316 164 368 528 341 85 333 515 328 187 129 93 1565 148 312 71 320 117 68 130 55 302
is_linear=0
shrinkage=0.00202509


Tree=191
num_leaves=31
num_cat=0
split_feature=1 0 123 39 4 150 48 52 49 3 402 51 9 16 457 13 47 47 52 52 4 133 48 484 16 43 13 15 133 133
split_gain=2.79325 1.521 1.45377 1.34793 1.43595 1.86677 1.72647 1.41339 1.19095 1.06412 1.01235 0.970933 1.02731 0.892701 0.870204 1.11735 0.844466 0.831354 0.952871 0.939407 1.02467 0.742257 0.880258 0.72792 0.770686 1.18265 0.713665 1.57116 1.49552 2.49371
threshold=0.089770000000000016 -0.060129999999999996 0.083430000000000018 0.16946000000000003 0.24564500000000003 -0.073399999999999979 0.12230500000000001 0.13796000000000003 -0.047584999999999995 0.013900000000000001 -0.47520499999999993 0.12547500000000003 -1.0000000180025095e-35 -0.069144999999999984 0.080930000000000016 -0.082199999999999981 0.13206500000000002 0.085270000000000026 0.11434500000000002 0.096795000000000006 -0.49405499999999997 -1.0000000180025095e-35 -0.089099999999999999 0.084750000000000006 -0.27167499999999994 -0.082389999999999977 -0.076599999999999988 -1.0000000180025095e-35 0.076280000000000014 0.091935000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 4 5 -2 7 -6 14 26 -10 12 -12 -13 15 -7 21 18 19 20 -3 -4 -23 24 -22 -26 27 -1 -29 -30
right_child=2 17 16 -5 6 8 -8 -9 10 -11 11 13 -14 -15 -16 -17 -18 -19 -20 -21 23 22 -24 -25 25 -27 -28 28 29 -31
leaf_value=-0.0034516970967486751 0.0030021522350104682 -0.0037441341870516742 -0.00096063148313431639 0.0041143625893906447 0.0018292579858132892 0.0022941576836642717 -0.0031755321553908079 -0.0022738609248432284 0.0040637937299414159 -0.00047293993162995267 0.0023159538281841987 0.0032577659551734535 -0.0028331918299953456 -0.001955757981419668 0.0019939144149270765 -0.0026579200612713173 -0.0024911322527152186 0.0026797174499190485 -0.0033174192479602641 0.0020849294256417247 0.002215402806597786 -0.0023711403349961544 0.0036577960209164036 0.0023472261922430158 0.0015134547898311627 -0.0041104948752449183 -0.0032475080303951791 -0.0018058647986164413 0.0060193296690021899 -0.0036099243940952495
leaf_weight=3.3505167113617063 1.3849092861637533 1.1694259159266929 0.66544049698859442 0.89019602630287309 7.8183385566808266 0.82756894640624512 1.2289331555366505 1.205706452950835 0.34331807121634739 4.6121379523538044 0.5109188836067905 0.74526711320504546 8.5520415296777994 0.9048065776005394 1.9899210315197704 1.8001582473516511 0.4769103443250059 1.0977404732257117 1.3340435121208427 1.8562990780919788 0.69786199787631531 0.33223554771393571 3.2398579800501457 1.1705965241417287 0.7271951362490644 1.2916703880764573 6.8054255535826114 2.5778857204131809 0.95672300085425355 0.51466111186891794
leaf_count=460 31 50 13 23 221 31 19 21 4 77 9 12 454 33 32 40 9 21 42 25 14 7 195 15 17 51 853 248 26 68
internal_value=0 -0.00136739 0.000145897 -0.000157196 -0.000296422 -0.000923475 0.000746869 0.00128104 -0.00127033 -0.00194508 -0.00189871 -0.00208979 -0.00254291 0.000398966 0.000234238 -0.00109833 0.00195902 -0.000204103 -0.000587958 -6.1241e-05 -0.000849086 0.00245986 0.00309705 2.18332e-05 -0.000980143 -0.00208475 -0.00242306 -0.00166482 -0.000186298 0.00265121
internal_weight=0 28.1622 32.9165 28.2021 27.3119 17.0589 10.253 9.02405 15.674 18.8174 11.0564 10.713 9.06296 1.65007 4.61765 2.62773 4.71444 9.34483 8.24709 6.91305 5.05675 4.23753 3.57209 3.88732 2.71673 2.01887 14.2052 7.39979 4.04927 1.47138
internal_count=3121 1967 1154 930 907 646 261 242 615 1732 512 508 463 45 103 71 224 235 214 172 147 215 202 97 82 68 1655 802 342 94
is_linear=0
shrinkage=0.00352745


Tree=192
num_leaves=31
num_cat=0
split_feature=1 12 12 3 47 50 52 38 3 51 474 160 1 48 42 11 15 1 1 43 376 3 0 4 49 52 13 15 4 4
split_gain=8.90605 3.1946 2.955 2.13019 2.02995 2.19368 2.56424 1.62221 1.54202 1.52944 1.30204 1.26866 1.56094 1.50507 1.73642 1.11131 1.06224 1.30186 1.02628 1.52024 1.01277 1.23748 0.844343 0.797422 0.658735 1.10602 0.803244 2.07306 0.751191 3.91034
threshold=0.10089500000000001 -0.064509999999999984 0.079890000000000017 0.097915000000000016 0.096475000000000019 0.11610000000000001 -0.28430999999999995 0.10657000000000001 -0.12018999999999998 -0.096089999999999981 0.084660000000000027 -0.079279999999999975 0.11323000000000001 0.12879500000000002 -0.092814999999999981 0.081790000000000015 0.024640000000000006 0.077845000000000011 0.14000500000000002 -0.074359999999999996 0.049360000000000008 -0.15121499999999996 -0.23051499999999997 -0.04890499999999999 -0.081604999999999997 -0.046924999999999988 -0.095304999999999987 0.090455000000000021 -0.083854999999999985 -0.084369999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 9 8 5 6 -3 -2 15 -1 20 12 -8 14 -13 16 17 -4 19 -6 21 -11 -23 -16 25 -10 27 -26 29 -28
right_child=1 4 3 -5 18 -7 11 -9 24 10 -12 13 -14 -15 23 -17 -18 -19 -20 -21 -22 22 -24 -25 26 -27 28 -29 -30 -31
leaf_value=-0.0019973593781061035 0.001791610547944448 -0.0014009447343649552 -0.00067168373342193989 0.00028226320828993238 0.00011591610490622896 -0.0020913780520096853 -0.001477721863320035 -0.00061017604192193308 0.00054287310677607694 0.00064086585282826505 0.0012266742471216438 -0.0008496952931331481 0.0012004956858433582 -0.00047490967394856067 0.00019528493442798017 -0.0020156467601771793 -0.0012993638981057373 0.0015980178060060861 0.00043671316685188943 -0.0017409834407157052 0.00079739936970457616 9.0299150555156487e-05 -0.0011124068531540223 0.0018472326341557952 -0.0016945324553627667 -0.0019894066393857973 -0.0017571462528364751 0.0018104492201453889 -0.0019459162968304574 0.003201701196917677
leaf_weight=1.8112267721444393 6.3692004438489667 2.2118317205458942 1.897118849679827 3.2006147950887671 2.4995527910068631 1.2522460855543602 1.7705766279250448 1.2300892975181339 1.3803863395005467 2.6516386345028939 2.2065830770879975 1.1612106561660791 1.4521564133465288 1.9392487704753865 1.2321409285068519 1.5105748279020188 1.9830361418426035 1.8108140565454958 2.1097500286996365 4.5746867815032584 2.4470899142324916 2.854634575545794 8.547972682863465 8.2059611845761431 2.2216903492808373 1.1668631816282893 4.5311533771455288 0.85741296503692854 17.88359886128455 0.66907691024244442
leaf_count=69 234 88 25 20 42 26 24 18 16 24 29 10 28 20 17 46 59 19 20 74 38 32 155 179 76 52 283 13 1361 24
internal_value=0 0.000300145 -0.000905797 -0.00121452 5.1831e-06 0.000358932 0.000529653 0.00140284 -0.00134792 -0.000317329 -0.000154675 0.00080058 -0.000270923 0.00107598 0.00135974 -0.000555717 -0.000168203 0.000436753 -0.000735341 -0.00108488 -0.000339391 -0.000537326 -0.00081131 0.00163157 -0.00154663 -0.000617133 -0.00163713 -0.000718529 -0.00175966 -0.00111913
internal_weight=0 36.0087 59.6315 39.1123 28.4094 19.2254 17.9731 7.59929 35.9117 20.5191 18.7079 15.7613 3.22273 12.5386 10.5993 7.20154 5.69097 3.70793 9.18399 7.07424 16.5013 14.0542 11.4026 9.4381 28.7102 2.54725 26.1629 3.0791 23.0838 5.20023
internal_count=3121 780 2341 1994 528 392 366 252 1974 347 278 278 52 226 206 149 103 44 136 116 249 211 187 196 1825 68 1757 89 1668 307
is_linear=0
shrinkage=0.00191472


Tree=193
num_leaves=31
num_cat=0
split_feature=1213 484 1 12 150 1212 475 123 14 474 454 15 2 0 1374 0 0 1374 3 42 13 42 42 42 4 11 12 13 16 132
split_gain=2.63674 2.34739 2.18346 1.50001 1.43018 1.29487 1.28326 1.06479 1.04605 1.3229 1.01635 0.939485 0.938641 0.92832 0.919731 0.990541 1.58313 1.26848 1.22153 1.16841 0.946749 0.855658 1.3315 1.05109 1.04694 1.14174 1.00464 1.96693 0.974444 0.849362
threshold=-1.0000000180025095e-35 -0.0068949999999999992 0.11551000000000002 0.084100000000000022 0.097210000000000005 -0.50120999999999993 -0.086004999999999984 0.087755000000000014 0.076175000000000007 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.24436499999999997 0.14530500000000005 -0.20211999999999997 -0.094929999999999987 -0.12333499999999999 -0.084044999999999995 0.087855000000000016 0.048265000000000009 0.094935000000000005 -0.082014999999999991 -1.0000000180025095e-35 0.091735000000000025 0.091295000000000015 0.40473500000000007 0.081790000000000015 0.090455000000000021 -0.077944999999999987 -0.54165499999999989 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=6 4 3 8 7 -5 -1 -2 9 -3 -11 -4 13 -13 -12 17 -17 -16 19 20 -18 29 23 24 25 26 27 -23 -24 -7
right_child=1 2 11 5 -6 21 -8 -9 -10 10 14 12 -14 -15 15 16 18 -19 -20 -21 -22 22 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0033653307974186148 -0.0029677201378821762 -0.0040977011361299324 0.0028288301092697812 0.0059137705372093573 0.0019298721292909105 -0.0029630865804687514 -0.0031011760561151266 0.0030556897021701388 -0.0023732184330508073 -0.0022783118728180122 -0.00149927794717284 -0.002750966014872131 0.0032403121396260485 0.00067565406848910342 0.0021782263916753004 -0.0017960683413531912 0.0058304451734535068 -0.0018382516963578357 -0.0016206273044312455 -0.0010566446228374837 0.001853223094940247 -0.0032339385899496837 0.0032876014675479116 0.0035137962017877415 0.0032491594110261412 -0.0033855974941011916 0.00060938882473040678 0.0015335919818182254 -0.0031228851813667434 0.0013438141783475843
leaf_weight=0.3104262351989745 5.0392447272315612 0.60961044952273979 2.5496497480198741 0.24960884451866405 0.73779236758127797 3.3827532040886648 4.3981382711790493 0.29344210494309653 1.4206091938540328 1.1646954873576856 1.6499212183989644 0.86196602834388514 1.1431639217771588 5.601581882685422 6.6377632645890232 2.6150773973204302 0.69984556036070866 0.8365792566910385 1.2554624024778602 1.0549018643796442 2.9460863987914814 2.3308822303079051 0.24402745254337821 0.64931720262393433 0.65184644795954305 1.3596676290035237 4.58777618361637 1.259448050055646 2.7363446280360213 0.49608841584995378
leaf_count=4 460 32 184 1 16 417 487 9 33 23 30 10 48 121 145 107 19 16 42 19 100 245 5 19 15 77 87 29 292 29
internal_value=0 -0.000278295 -5.49001e-05 -0.000386732 -0.00208131 -0.00103846 -0.00267485 -0.00263627 0.000173192 0.000358989 0.00050304 0.00121404 0.000672787 0.000218687 0.000686103 0.000910818 0.000197636 0.00172867 0.00107296 0.00179234 0.00261666 -0.00113652 -0.00077844 -0.000278116 -0.000519749 -0.00077733 -0.000343687 -0.00156154 -0.00259801 -0.00241225
internal_weight=0 55.0652 48.9947 38.8383 6.07048 17.9478 4.70856 5.33269 20.8906 19.4699 18.8603 10.1564 7.60671 6.46355 17.6956 16.0457 8.57137 7.47434 5.9563 4.70083 3.64593 17.6982 13.8193 10.8389 10.1896 9.53777 8.17811 3.59033 2.98037 3.87884
internal_count=3121 2630 2145 1782 485 1216 491 469 566 533 501 363 179 131 478 448 287 161 180 138 119 1215 769 472 453 438 361 274 297 446
is_linear=0
shrinkage=0.00307385


Tree=194
num_leaves=31
num_cat=0
split_feature=1 12 12 47 4 50 3 42 4 51 131 0 38 474 43 1 147 49 43 3 12 12 160 4 47 1373 13 15 52 3
split_gain=12.8467 4.37516 3.85947 2.81683 2.73198 2.75745 2.31196 2.12701 2.05254 1.93607 1.8862 1.85835 1.84276 1.70742 1.45204 1.43107 1.25795 1.07258 1.01241 0.967677 1.09166 1.26793 0.964801 0.9415 0.888354 0.838605 0.832798 1.89292 0.782973 0.765157
threshold=0.10089500000000001 0.079890000000000017 -0.064509999999999984 0.086785000000000015 -0.17966999999999997 0.11720500000000002 0.097915000000000016 -0.098769999999999983 0.40124500000000002 -0.096089999999999981 0.089325000000000015 -0.14920999999999998 0.10657000000000001 0.084660000000000027 -0.079109999999999986 0.14000500000000002 0.089025000000000007 -0.42399999999999993 -1.0000000180025095e-35 -0.097604999999999983 0.09334000000000002 0.09141500000000001 -0.081969999999999987 0.09173000000000002 0.12119500000000001 0.084905000000000022 -0.095304999999999987 0.090455000000000021 -0.010034999999999999 -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 9 12 4 -4 7 8 -6 17 -1 11 16 25 14 28 23 -9 -3 -16 20 21 -19 -13 -5 -25 -2 27 -21 -11 -20
right_child=2 6 3 15 5 -7 -8 10 -10 13 -12 22 -14 -15 18 -17 -18 19 29 26 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0018518109350831081 0.0018446454334469504 0.00039946765513730359 -0.0016867424517324292 -0.0016373668670837242 -0.0012218941356088786 -0.0019151835995755118 0.00018535485966997853 -0.00028735138248554067 0.0016218174053848991 0.001518267693570319 -0.00097645420770356688 0.00033307767592094984 -0.00048481346328122204 0.0012182623997984924 -0.0018362555197565999 0.0005599781468541387 0.0015269884370532377 -0.0011278145655626932 0.00053189199095593953 -0.0015606225811779827 -0.0018617570900605705 0.00034616262109768311 0.0018070089294872232 0.00015588248302103618 -0.0013280039191211832 -0.00016040195898513356 -0.0016816682874212336 0.0012884768615437773 1.8444876488210381e-05 -0.00063697913503731149
leaf_weight=2.2141545666381743 7.0032858271151763 1.0264338944107283 1.7802171334624279 3.980206221342085 1.5354428961873079 1.2734905127435912 3.3552001491188994 3.7065567355603024 0.71742001920938392 1.5948664378374813 1.452806632965802 1.6408459879457993 1.4757435806095598 2.5748597942292681 1.8085624277591801 2.2857978940010062 1.7347750309854744 5.4287908123806066 2.1247991118580147 2.6595569401979442 3.1173685714602462 2.7033081538975239 8.4224556833505613 2.8461648896336555 2.2212167643010616 0.71048605255782593 27.79285954032094 0.98935912922024716 3.3105720486492016 9.3634751830249812
leaf_count=69 224 12 68 95 12 23 20 36 9 26 20 28 18 29 39 20 27 115 24 84 104 32 155 21 23 10 1605 13 40 120
internal_value=0 -0.000918959 0.000308047 2.64665e-05 0.000399757 0.000587673 -0.0012222 0.000760029 -0.00132848 -0.000288631 0.000939486 0.00111901 0.00131554 -0.000122048 -0.000311646 -0.000683218 0.000291086 -0.0013769 -0.000613316 -0.00141961 -0.000976995 -0.000637829 0.00156668 -0.000997302 -0.000494559 0.00165997 -0.00157797 -0.000788124 0.00050607 -0.000420792
internal_weight=0 70.7816 42.0695 32.88 21.5466 19.7664 47.7903 18.4929 44.4351 22.9913 16.9574 15.5046 9.18952 20.7771 18.2023 11.3334 5.44133 43.7177 13.2968 42.6912 11.2495 8.1321 10.0633 9.04759 5.06738 7.71377 31.4418 3.64892 4.90544 11.4883
internal_count=3121 2341 780 528 369 301 1994 278 1974 347 266 246 252 278 249 159 63 1965 183 1953 251 147 183 139 44 234 1702 97 66 144
is_linear=0
shrinkage=0.0017585


Tree=195
num_leaves=31
num_cat=0
split_feature=1 484 1213 2 9 475 160 42 1374 133 52 457 2 4 49 457 2 13 40 11 376 1 403 42 15 43 401 13 15 47
split_gain=2.6063 1.48785 1.32066 1.23221 1.30955 1.18384 1.14597 1.26298 1.15586 1.19559 1.68635 1.0489 1.49096 1.17245 1.00286 1.20511 0.912202 0.828733 1.13666 0.858769 0.823916 0.959023 1.26002 0.809503 0.939618 1.14832 0.720019 0.703366 0.685372 0.835943
threshold=0.094385000000000011 -0.0068949999999999992 -1.0000000180025095e-35 0.14753000000000002 -1.0000000180025095e-35 -0.086004999999999984 -0.091944999999999985 -1.0000000180025095e-35 -0.094929999999999987 0.10622000000000002 -0.12005499999999998 0.045365000000000009 0.11411 0.51303500000000013 -0.086009999999999989 -0.0029299999999999994 -1.0000000180025095e-35 -0.091054999999999983 0.051255000000000002 0.081365000000000007 0.091135000000000008 1.0000000180025095e-35 0.03138500000000001 0.084050000000000014 0.090455000000000021 -0.15582499999999996 0.082755000000000009 -0.07692499999999998 -0.0079099999999999986 0.090280000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -2 -3 26 20 -9 10 -10 13 -13 17 27 -16 -17 19 28 -6 21 -8 -23 -18 25 -25 -4 -12 29 -19
right_child=3 2 6 -5 11 -7 7 8 9 -11 14 12 -14 -15 15 16 23 18 -20 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0031603913191673209 0.003349059723808986 0.0033522000154863315 -0.0028043006302425609 0.0025034631422506978 0.0013111243080633445 -0.0031573958532385188 -0.0031563198207464334 -0.0035351540221149969 -0.0022031446105495243 -0.0021432992055982814 -0.0029927018893042118 0.0025318432594019333 -0.001725197493035702 0.0026255335713315708 -0.0022829607907084762 -0.0012342205364226921 0.002541747135440941 0.00018471729191279907 0.002258134384178362 -0.001733838769298435 0.0025954866540881744 -0.0027671491980321475 0.0032278902217826055 0.0024190027228242505 0.0030826736268106357 -0.0025656855636434221 0.0026196921759685269 0.00083219568777548629 -0.0023650695414599424 -0.0015986089426428206
leaf_weight=2.9257340789772597 1.0932691865600705 0.2895196080207828 2.8277429903391851 2.1046473709866396 3.5501914303749933 3.2195618194527986 2.911991668865098 0.81781843537466414 1.8798202581238133 1.8046677070669819 0.96292010555043817 2.8400818281807001 1.0796217047609387 1.161201603244989 0.82678942196072469 0.97692687483505558 6.0372069035655826 4.7060040216893047 0.98875438049435693 1.1711896825581787 0.3766921218484639 0.72362346248701193 0.61805626656860113 0.69928412605078105 0.92466344172134984 1.1824888065457237 0.25357103627175082 0.87028137408198591 3.3953240495174954 5.3298477791249752
leaf_count=397 80 4 248 112 86 439 355 38 134 136 33 79 26 63 37 33 93 131 17 23 4 73 10 9 29 84 10 12 186 140
internal_value=0 -0.00106735 -0.000850226 0.000236424 4.79496e-05 -0.00262032 -0.000598698 -0.000347889 4.13259e-05 0.000222266 0.000519547 -0.000101046 0.00135931 -0.000382989 0.000929638 0.00129233 0.00159333 -0.0005655 -0.000932633 0.000555788 -0.00177542 -0.00216249 -5.48291e-06 0.00190568 0.000537376 -0.00071333 -0.00235794 -0.0011769 -0.00116753 -0.000762373
internal_weight=0 31.1294 28.2036 27.4201 25.3155 3.50908 24.6945 21.6132 16.9829 16.165 14.3604 24.2222 3.9197 20.3025 12.4806 10.6474 9.82057 19.1413 14.4199 4.72138 4.63036 4.25367 1.34168 8.84364 2.80644 1.88177 3.08131 1.8332 13.4312 10.0359
internal_count=3121 2178 1781 943 831 443 1338 1080 638 600 464 751 105 646 330 285 248 583 474 109 442 438 83 215 122 93 258 45 457 271
is_linear=0
shrinkage=0.00308353


Tree=196
num_leaves=31
num_cat=0
split_feature=12 4 13 1 14 1 3 3 47 11 48 52 47 0 4 16 160 15 1 16 12 43 0 0 403 1348 4 1212 42 3
split_gain=8.33761 4.05342 2.91983 2.41089 2.65728 2.39624 2.07621 1.80743 1.68561 1.61536 1.60199 1.26539 1.22532 1.48084 1.1545 1.05036 1.0323 1.1564 1.32852 1.02228 1.00588 0.969351 1.1848 2.20476 1.31929 0.945237 0.943603 0.89223 0.766227 0.863826
threshold=0.079890000000000017 0.36766000000000004 -0.00051499999999999994 1.0000000180025095e-35 0.078400000000000011 0.13021500000000003 -0.045649999999999989 0.097915000000000016 0.079855000000000023 0.087830000000000005 0.10396500000000002 -0.0064899999999999992 0.092710000000000015 -0.14454499999999995 -0.031404999999999995 -0.16927999999999996 -1.0000000180025095e-35 -0.11713499999999999 0.10089500000000001 -0.36241499999999999 0.087005000000000013 -0.084004999999999982 -0.084044999999999995 -0.082974999999999979 0.03138500000000001 0.084895000000000012 -0.014149999999999998 -0.50120999999999993 0.084635000000000016 -0.10023499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 26 8 7 -4 15 -5 -3 -10 14 13 19 -8 16 -2 -18 20 -13 -19 22 -17 -24 28 27 -1 -23 -25 -30
right_child=1 9 6 4 -6 -7 11 -9 10 -11 -12 12 -14 -15 -16 21 17 18 -20 -21 -22 25 23 24 -26 -27 -28 -29 29 -31
leaf_value=0.00079081375578203853 -0.0022926300733612398 0.0022211624369694828 0.0011962979826533329 0.0021344516617489723 -0.0026317327062035222 0.0011642095004616097 -0.0021547819695951517 0.0003055819360181435 -0.00062218819077722689 -0.00029170089442955401 0.0022476213744278164 0.00028170585701316837 -0.00090872091298456752 -0.00071305111752562435 -0.00053718469233323221 -0.0021344850349332631 -0.0024140450607041436 0.00072640517171102274 0.0016264051032031867 0.0022644423034576208 -0.0018398256546198546 0.00055285848941796605 0.0031298561696207032 -0.0022517613556170589 0.0010022199419927303 0.0013149426413089753 -0.0022213672882604413 -0.0020637019136760587 0.00047721666918824798 -0.0022034031987497606
leaf_weight=0.74298162385821376 1.5118644041940568 2.1197125911712638 4.3352915830910232 8.4261025683954305 0.71188034582883197 1.7953190058469761 2.6651187296956804 2.7813217081129542 2.4167036898434175 2.5684689413756132 1.3914098497480152 2.290848683565855 3.6956829056143761 2.5427295379340613 8.0612780973315239 3.4305048435926437 0.97295554168522347 1.2056004442274528 1.7135353945195673 2.4354526400566101 1.631958123296499 0.61044346913695946 0.65094383060932148 2.6799651160836202 1.2102308450266717 0.40256420150399108 1.2949527101591218 19.167795011773713 1.3924021860584619 0.89746060501784075
leaf_count=11 50 43 72 300 12 28 85 21 30 35 32 42 48 49 86 231 23 15 12 26 41 24 22 159 42 10 51 1452 20 49
internal_value=0 -0.0010347 0.000281595 0.00103085 0.00136994 -0.00124419 -0.000149771 -0.00135159 0.00160279 0.000844464 0.000426384 -0.000418803 9.01845e-05 0.000598043 -0.000939099 -0.00147457 -0.000732636 -0.000305685 0.000145051 0.00130341 -0.000749505 -0.00164605 -0.00111287 -0.000599817 -0.000992663 -0.00191716 -0.0011232 -0.00198294 -0.00147845 -0.000573392
internal_weight=0 46.743 41.0104 14.984 12.9461 42.0549 26.0264 40.2595 12.2342 4.68818 3.80811 21.6911 10.9647 7.26903 10.7264 37.4782 7.03591 5.52405 4.55109 4.7263 2.83756 30.4423 10.2615 6.831 6.18006 20.1808 2.03793 19.7782 4.96983 2.28986
internal_count=3121 2277 844 436 374 2199 408 2171 362 78 62 336 165 117 171 2150 141 91 68 68 56 2009 523 292 270 1486 62 1476 228 69
is_linear=0
shrinkage=0.00213063


Tree=197
num_leaves=31
num_cat=0
split_feature=1 47 12 12 4 50 151 3 4 42 51 52 474 43 16 1 43 3 43 160 52 1 1 2 159 0 4 15 4 48
split_gain=11.2588 3.71285 3.25056 2.53065 2.31114 2.39674 2.35555 2.23417 1.9885 1.96099 1.66889 1.5468 1.48441 1.33204 1.32533 2.21165 1.53176 1.1713 1.07029 1.06028 1.39951 1.14557 1.02732 0.926428 0.881736 1.38455 1.25366 0.855848 0.813234 0.795666
threshold=0.10089500000000001 0.087885000000000019 0.079890000000000017 -0.040564999999999997 -0.17966999999999997 0.10965000000000001 -0.40381499999999992 0.097915000000000016 0.40124500000000002 -0.098769999999999983 -0.096089999999999981 0.19022000000000003 0.084660000000000027 -0.079109999999999986 -0.061854999999999993 0.13210500000000003 -0.023869999999999995 -0.097604999999999983 -1.0000000180025095e-35 -0.079279999999999975 -0.24164999999999998 0.11323000000000001 0.09253500000000002 0.090545000000000014 0.091235000000000024 -0.060129999999999996 -0.49013999999999996 -0.055554999999999993 0.0067750000000000006 0.12879500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 10 -2 -5 6 -6 8 17 -8 -1 12 13 22 15 16 -3 24 -15 21 -21 -11 -12 28 25 -4 -27 -16 -20 -22
right_child=1 14 7 4 5 -7 9 -9 -10 19 11 -13 -14 18 27 -17 -18 -19 23 20 29 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0018260479560494006 0.0017202398628207156 0.0006559808961958491 -0.0012245397389931288 -0.0015956116941997604 -0.0018624634959563552 -0.001666557240899665 -0.0010028412804783666 0.00027908927173913401 0.0016558006369568592 -0.00094969771810370595 4.0536218941777e-05 -0.0019123912252450434 0.001305889617730483 -0.001803220817883062 -0.0016839153633991975 0.001762235326507762 -0.001126116945452654 -0.0015049159601357351 -0.0012670568656845502 -0.00020918248393843826 0.0017712540757992749 0.0012302745353085971 0.0018719049185409067 0.00025452522192801125 -0.0019364553409922636 -0.0011462608976784048 0.00092349853023755864 -0.00030016622260574399 0.0001791825623708522 0.00023061951251382472
leaf_weight=2.0323211243376162 5.8447100836783674 2.3602962922304869 4.6619795691221944 1.5983777316287184 0.97540752962232247 1.325862007215618 1.4522730894386793 3.0779946893453589 0.69616471603512664 1.4056348986923723 2.9807418715208867 1.4325657784938801 2.2193872928619376 1.6863829270005322 3.0875662136822939 1.7601415924727914 3.8715201495215297 27.661719385534528 3.6511839739978189 1.5028560040518701 8.9001473356038172 1.5312102921307085 1.3543679080903528 4.790808966383338 1.7698218263685692 1.3826957214623692 2.4953899998217777 2.4271433111280185 1.747969841584563 1.1509445570409287
leaf_count=69 223 28 152 68 8 26 12 20 9 18 33 28 26 39 72 26 46 1710 45 19 169 27 28 58 50 31 22 27 21 11
internal_value=0 0.000322706 -0.000865225 0.00071185 0.000414827 0.00059096 0.000767877 -0.00115061 -0.00126442 0.000928803 -0.000321112 -0.000167135 -3.1482e-05 -0.000214571 -0.000417382 3.63251e-05 -0.000451149 -0.00131796 -0.000516539 0.00112239 0.00136018 0.000186895 0.000612689 -0.0003036 -0.000816343 -0.000584213 0.000185545 -0.0010749 -0.000798839 0.00159484
internal_weight=0 39.1941 63.6415 25.6874 19.8427 18.2443 16.9185 41.7458 38.6678 15.9431 21.8957 19.8634 18.4308 16.2115 13.5067 7.99196 6.23182 37.9716 11.8763 14.4908 11.5539 2.93685 4.33511 10.19 10.3099 8.54007 3.87809 5.51471 5.39915 10.0511
internal_count=3121 780 2341 581 358 290 264 1994 1974 256 347 278 250 224 199 100 74 1965 163 244 199 45 61 124 255 205 53 99 66 180
is_linear=0
shrinkage=0.00174363


Tree=198
num_leaves=31
num_cat=0
split_feature=1 52 0 12 1 50 47 2 4 1429 160 4 43 4 47 47 16 48 3 402 47 151 52 15 0 42 47 52 4 3
split_gain=9.47494 3.54138 2.79043 2.63234 2.41482 2.12085 2.81649 2.50804 2.33746 2.01334 1.78339 1.59088 2.01619 1.5338 1.52994 2.39589 1.3552 1.33508 1.2029 1.19988 1.10658 1.08212 0.917354 0.753683 0.740838 0.733349 0.784137 0.853205 0.731458 0.65237
threshold=0.094385000000000011 -0.26636999999999994 0.024095000000000002 -1.0000000180025095e-35 0.077565000000000009 0.11392500000000001 0.11893500000000001 0.11474000000000002 -0.013125 0.084690000000000015 -0.079009999999999983 -0.49405499999999997 -0.52440999999999993 0.076415000000000025 0.090100000000000013 0.10980000000000002 -0.087989999999999985 0.12933000000000003 0.10732000000000001 -0.47520499999999993 0.13439000000000004 -0.0038099999999999996 0.17829500000000004 -1.0000000180025095e-35 -0.053834999999999994 -1.0000000180025095e-35 0.093140000000000014 -0.065544999999999978 -0.07712999999999999 -0.078934999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 23 4 14 18 6 7 8 -5 13 -10 12 -4 16 22 -16 21 -9 -1 -18 -7 -6 -3 24 -2 -12 27 -27 29 -23
right_child=1 3 11 5 9 20 -8 17 10 -11 25 -13 -14 -15 15 -17 19 -19 -20 -21 -22 28 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0016515321078430865 0.00046858502635368289 0.0019680752714014565 0.0013940524071482483 -0.0014520451892130958 0.00076420279956254851 -0.0020872239816640361 -0.0017023586730154049 0.0019824296420100176 -0.0012394555069418069 0.0016621936153604347 -0.0003738124153983577 0.00064246952674081384 -0.0018119093107801416 0.0010956897761520506 -0.0016099949852198699 0.0016271858028204223 0.0016291959915761356 -0.00022210850644395502 3.4455068942254406e-05 -0.0016206352688873688 0.0002492346126998946 -0.0012091162560049155 -0.00051413473325739303 -0.0021667051983391729 -0.0015102194844446176 0.00040769338875528072 -5.8000921600616198e-07 0.0019814712839328701 -0.0020741291619524936 0.0013254057159209434
leaf_weight=24.119855610653762 1.2994301170110705 7.0523353517055494 1.007226284593344 2.8553302930668041 2.3799682483077049 2.2279010573402043 2.2497640755027524 5.4843363706022492 1.8154975483194036 1.3775735311210144 1.5001899385824824 5.7740220166742784 2.8438677592203021 1.4757621623575676 1.5336879342794421 1.9939887598156927 0.45397838391363343 1.2858319059014318 1.7189257480204094 8.4289472531527316 1.1734278183430431 0.88669861387461424 0.61366785876452912 2.0482195988297454 1.6016050539910791 1.9542417358607078 1.8268310725688932 3.9388386644422937 1.3242369638755906 0.68066508136689685
leaf_count=1541 23 256 8 76 18 66 37 122 29 20 19 62 64 20 17 34 6 15 12 334 15 42 9 93 29 25 21 57 42 9
internal_value=0 0.000285808 -0.000951488 0.000490105 -0.00116432 0.000153633 0.000366642 0.000591934 0.000118299 -0.000594531 0.000524607 -4.05928e-06 -0.000973413 -0.000793428 0.00128102 0.000219793 -0.000990389 0.00156373 -0.00153937 -0.00145455 -0.00128117 -0.000208254 0.00176937 -0.00126237 -0.000623874 0.000871962 0.00111405 0.00145958 -0.00100865 -0.00010844
internal_weight=0 42.4551 52.4717 37.5059 42.8466 26.3122 22.9109 20.6611 13.8909 17.0078 11.0356 9.62512 3.85109 15.6303 11.1937 3.52768 14.1545 6.77017 25.8388 8.88293 3.40133 5.27157 7.666 4.94925 2.90104 9.2201 7.71991 5.89308 2.8916 1.56736
internal_count=3121 943 2178 798 2044 482 401 364 227 491 151 134 72 471 316 51 451 137 1553 340 81 111 265 145 52 122 103 82 93 51
is_linear=0
shrinkage=0.00194724


Tree=199
num_leaves=31
num_cat=0
split_feature=1 52 0 1 47 15 48 50 1 160 42 4 52 4 159 150 159 2 3 128 51 151 52 454 1 1212 402 0 2 12
split_gain=6.1135 2.28531 2.27014 2.11233 2.05128 2.26357 2.05239 2.06049 1.75131 1.36873 1.36822 1.51649 1.48483 1.33524 1.31748 1.2189 1.50277 1.54889 1.07186 1.06205 1.10167 1.02427 0.977429 0.949783 0.92821 1.15983 0.96445 0.90984 0.893086 0.878791
threshold=0.094385000000000011 -0.43320999999999993 -0.060129999999999996 0.077565000000000009 0.087885000000000019 0.035560000000000008 0.12879500000000002 0.11843500000000001 0.11146500000000002 -0.24498999999999996 0.092620000000000022 -0.49405499999999997 0.10347000000000002 0.053925000000000008 0.092630000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.11296500000000002 0.086435000000000012 -0.076794999999999988 -0.086654999999999982 -0.13993999999999998 0.085470000000000004 0.07863500000000001 -0.47073499999999996 -0.47520499999999993 -0.10324499999999999 0.089885000000000007 0.092355000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 18 5 6 7 9 -7 -3 11 12 -4 21 29 -6 -17 -18 -1 20 22 -5 -11 24 -23 -26 -27 -10 -28 -13
right_child=1 4 10 13 15 8 -8 -9 27 19 -12 14 -14 -15 -16 16 17 -19 -20 -21 -22 23 -24 -25 25 26 28 -29 -30 -31
leaf_value=-0.0018918495119400714 -0.0022455698712784702 -0.0012679843443557661 -0.0024427257602889184 0.00077195629425075274 -0.0021566463212242958 -0.0020420415701173102 -0.0015750911537928901 -0.0016477877162270236 0.0021082740768096739 0.0018264399644698642 -0.0017605652004525029 0.0019005563036918183 0.00093249148199267963 0.001317142035543903 -0.0010751396025735719 -0.0017929511339833273 -0.00044492862720858605 0.0014729497243086101 0.00020660452264098143 -0.00099423806029009902 0.0020634803043689314 0.0014872001624395247 -0.00096261386558157015 0.0016786468311608732 0.0025353435656860004 0.0015689069983142435 -0.0022247615120105676 -0.00052104619497562424 -0.00069444392293033837 1.7469819081247094e-05
leaf_weight=17.028118626214571 1.6754239271394897 0.80898488964885906 1.6732884584926062 1.6216545999050129 1.5733434129506338 2.1669041672721496 1.2716405168175686 1.0595182105898846 1.1329457107931378 1.2183329500257971 2.0300459139980367 3.5927977049723259 1.0055742785334585 1.5442753750830878 1.4623885909095404 2.0052784411236635 5.083529341965912 3.377512039616704 1.2597871050238598 0.6916669951751836 11.982603619806467 0.55859019793569764 1.2038568789139414 0.55958140082657415 0.34299997612833344 0.44599662534891926 5.83400078723208 1.440742030739784 2.6829174151644111 1.7889420520514248
leaf_count=1448 119 15 58 32 21 82 10 22 14 26 77 43 11 26 19 54 72 51 9 13 397 12 19 6 6 6 346 28 39 40
internal_value=0 0.000259052 -0.000958024 -0.00126017 0.000378889 0.000763492 0.00111479 0.00131641 -0.00058791 0.00151387 -0.000124333 0.000224467 -0.00117576 -0.000604642 0.00077253 -0.000355111 -8.4296e-05 0.000320658 -0.00174729 0.00166294 0.00179053 -0.000851017 0.000440247 -0.0011035 -0.00126132 -0.0014263 -0.00157791 0.000636389 -0.0017427 0.0012746
internal_weight=0 36.6923 43.431 31.8779 35.0169 22.9772 18.2366 16.965 4.74059 15.9054 11.553 9.52299 2.67886 13.59 6.84413 12.0397 10.4663 8.46104 18.2879 15.0965 14.4048 12.0457 2.42219 10.4241 9.86451 9.30591 8.96291 2.57369 8.51692 5.38174
internal_count=3121 943 2178 1930 824 626 502 492 124 470 248 171 69 473 102 198 177 123 1457 455 442 447 45 415 409 397 391 42 385 83
is_linear=0
shrinkage=0.00219523


Tree=200
num_leaves=31
num_cat=0
split_feature=1 52 47 0 1 12 50 4 151 1 1429 2 4 4 43 151 3 42 403 51 51 43 159 150 16 52 1375 156 47 15
split_gain=10.1311 3.36071 2.77963 2.73534 2.35751 2.29739 2.3287 2.22423 2.06363 2.05393 1.74445 1.63243 1.60983 1.6069 1.93158 1.32454 1.30926 1.27902 1.22107 1.32532 1.62942 1.19459 1.12955 1.48356 1.45656 0.899124 0.758858 0.810855 0.75489 0.72836
threshold=0.094385000000000011 -0.26636999999999994 0.087885000000000019 0.024095000000000002 1.0000000180025095e-35 -1.0000000180025095e-35 0.11392500000000001 -0.033174999999999989 -0.40381499999999992 0.13820500000000002 0.084690000000000015 0.11704500000000001 0.076415000000000025 -0.49405499999999997 -0.52440999999999993 -0.086654999999999982 0.10732000000000001 -0.098769999999999983 0.03138500000000001 0.067785000000000012 0.08955500000000001 -0.072269999999999987 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.5224049999999999 0.17829500000000004 -1.0000000180025095e-35 0.11582500000000001 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=3 29 5 4 16 25 7 11 -9 22 12 -7 15 14 -5 -6 -1 -10 19 -17 -21 -20 -4 -24 -25 -3 -19 -28 -26 -2
right_child=1 2 9 13 10 6 -8 8 17 -11 -12 -13 -14 -15 -16 18 -18 26 21 20 -22 -23 23 24 28 -27 27 -29 -30 -31
leaf_value=-0.0015889175505566758 -0.00056381662982334395 0.0018611486804307742 -0.0019557825407672032 0.0012649457231327431 0.00051845674342151341 -0.0014985518803311154 -0.0019820663313482633 -0.0018813221285191944 -0.00070694672475052486 0.0015561924995352902 0.0014859336885104755 0.0010919083014990984 0.0010942972110079944 0.00060098860908402345 -0.0017267974438835562 -0.0018887783117522341 9.0138647694540047e-05 0.00036728160967686993 0.0023455064402520534 0.00058809700169395475 -0.0016653063737094237 -0.00081342367640103378 -0.0018271014782264442 0.0013761719049999901 -0.0012483924311431263 -0.00049824061316389883 0.0017814831919013353 1.5324775503067346e-05 0.00024648674075430623 -0.0020224427416662282
leaf_weight=23.871296327561144 2.8931310810148716 7.0075986701995161 1.709309821948408 1.0004438608884814 1.8653689986094839 2.4670708021149088 1.2437410159036506 0.80393226444721477 1.1229680851101882 1.8139897361397732 1.2782883774489153 1.2603249065577982 1.4624507259577502 5.7060308866202814 2.8428191728889942 6.8361245011910814 1.7063029073178757 2.1314779985696104 0.61869583185762156 2.1106429854407907 2.2988160857930779 1.2199147585779435 1.7440984360873679 2.0823768172413084 2.2781155109405544 0.60138859786093224 8.314239609986533 0.9984169742092498 2.356710190884769 1.9754765862599004
leaf_count=1520 52 254 49 8 31 67 40 8 11 25 20 16 20 62 64 313 12 24 10 27 51 40 21 22 30 9 172 13 37 93
internal_value=0 0.000292712 0.000478595 -0.000919455 -0.00111743 0.000819231 0.000464364 0.000642318 0.000994949 -0.000259011 -0.000597679 -0.000622653 -0.000759966 -2.24316e-05 -0.000948014 -0.000941361 -0.00147691 0.00117895 -0.00114948 -0.00137822 -0.000586687 0.000249562 -0.000582763 -0.000305393 8.97136e-05 0.00167467 0.001364 0.00159213 -0.000488278 -0.00115567
internal_weight=0 42.8044 37.9358 52.8172 43.2679 25.9512 18.3422 17.0984 13.371 11.9846 17.6903 3.7274 16.412 9.54929 3.84326 14.9496 25.5776 12.5671 13.0842 11.2456 4.40946 1.83861 10.1706 8.4613 6.7172 7.60899 11.4441 9.31266 4.63483 4.86861
internal_count=3121 943 798 2178 2044 614 351 311 228 184 512 83 492 134 72 472 1532 220 441 391 78 50 159 110 89 263 209 185 67 145
is_linear=0
shrinkage=0.00185178


Tree=201
num_leaves=31
num_cat=0
split_feature=1 12 3 0 51 4 47 1 148 52 447 49 15 160 124 4 2 51 13 3 1 122 47 15 403 4 11 43 43 3
split_gain=7.13173 2.74194 2.31666 2.14914 2.09711 1.89401 2.42276 1.74848 1.73474 1.50848 1.46825 1.27863 1.63915 1.38473 1.24223 1.21671 1.1141 1.09285 1.0862 1.00225 0.922975 0.861591 0.817472 1.47163 1.10689 1.12604 0.708748 0.635714 1.41402 0.972509
threshold=0.094090000000000021 -1.0000000180025095e-35 0.16158000000000003 0.062580000000000011 -0.40274499999999996 0.23246000000000003 0.12119500000000001 0.077565000000000009 -1.0000000180025095e-35 0.13796000000000003 0.084700000000000011 0.51130000000000009 -0.053579999999999996 -1.0000000180025095e-35 -0.50724999999999987 -0.49405499999999997 0.10252500000000002 0.093135000000000009 -0.50061499999999992 0.11924500000000002 0.07863500000000001 0.086040000000000019 1.0000000180025095e-35 -0.091964999999999977 0.03138500000000001 0.053925000000000008 0.087830000000000005 -0.084004999999999982 -0.084794999999999995 -0.014944999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 5 7 -2 8 9 18 -3 19 16 12 13 -10 -6 -5 20 -15 -1 26 -9 -16 23 -22 25 -25 -7 28 29 -20
right_child=1 2 -4 15 14 6 -8 10 11 -11 -12 -13 -14 17 21 -17 -18 -19 27 -21 22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00075787260721408266 -0.0027783189330282741 0.0013183202145459121 0.0019598270066443911 -0.0011748040576524206 -0.0020117671024364615 0.0018661539151358386 -0.0024574495956402377 0.0013664672369871832 -0.0024594708335282369 -0.0015344007319039201 0.0023227707595519387 0.0018586268446539281 -0.0023681832928526153 -0.001012459788050063 0.0019325944744868469 0.00089424250988976372 0.0022169751640317061 0.0012757150089535551 -0.0018000252414567888 -0.00066961719309959801 0.00042827116540577716 -0.00060858990957267768 -0.0024614727189937605 -0.0020534679815562389 0.00052505716966221342 0.0018328425477557319 0.00022538337686160061 -0.0021353922559412862 0.0028233279540770149 0.001172455804218779
leaf_weight=0.91770397871732612 0.65507590025663276 1.6535456925630594 2.6367625547572962 2.4635590361431241 0.51141738332807918 5.5534875169396383 1.4648073762655247 0.83461461775004409 1.6081025591120122 1.3661178126931179 0.81873365212231952 0.68871227279305536 5.2840953934937724 2.4280878715217105 8.7157095996662939 4.158225839957594 0.60479352250695306 2.1352621056139469 6.9052569130435586 1.4612484499812124 3.2141977958381132 0.79224784858524877 2.2051461674273005 6.4524353910237568 1.3174960296601055 0.43304938077926625 1.9313480760902164 13.851764984894546 0.4266605274751808 0.65602292679250229
leaf_count=7 6 26 69 34 7 100 20 18 49 16 13 7 210 55 300 50 9 31 418 18 33 11 95 302 43 4 30 1110 22 8
internal_value=0 0.000258755 -0.000122324 -0.00110358 0.00126591 -0.000336994 0.000350226 -0.00131405 -0.000923566 0.000749045 -0.000719925 -0.00122882 -0.00141444 -0.000597823 0.00153033 0.000124477 -0.000885321 5.82126e-05 -0.00172864 0.00109774 -0.0010151 0.00172085 -0.00116102 -0.000909844 -0.00143416 -0.00180905 0.00144278 -0.00183312 -0.00130896 -0.00154213
internal_weight=0 38.886 28.2116 45.2597 10.6745 25.5748 11.777 38.6379 13.7978 10.3122 15.8805 12.1443 11.4555 6.17145 10.0194 6.62178 15.0617 4.56335 22.7574 8.94608 14.4569 9.50796 13.6223 11.4172 8.20298 6.88548 7.48484 21.8397 7.98794 7.56128
internal_count=3121 955 631 2166 324 562 184 2082 378 164 517 352 345 135 318 84 504 86 1565 148 495 311 477 382 349 306 130 1558 448 426
is_linear=0
shrinkage=0.00233305


Tree=202
num_leaves=31
num_cat=0
split_feature=1 12 0 3 4 47 50 151 1 47 40 48 4 2 3 0 42 4 52 159 2 0 151 0 12 3 2 403 44 52
split_gain=12.0379 4.1222 3.33943 3.06949 3.01702 3.89263 3.05821 3.25667 2.97132 2.22525 1.98165 1.97672 1.74431 1.7347 2.27148 2.23444 1.68618 2.26293 1.62227 1.31434 1.50446 2.33159 1.28811 1.23703 1.44291 1.22724 1.12699 2.03165 1.0178 0.933852
threshold=0.094385000000000011 -1.0000000180025095e-35 -0.060129999999999996 0.16158000000000003 -0.013125 0.13148500000000005 0.11534500000000002 -0.40381499999999992 1.0000000180025095e-35 0.090100000000000013 -1.0000000180025095e-35 0.10396500000000002 0.053925000000000008 0.090310000000000015 0.12178000000000001 -0.055064999999999996 0.092620000000000022 -0.49405499999999997 0.10347000000000002 0.092630000000000018 0.10327000000000001 0.10455500000000001 -0.086654999999999982 -0.10607499999999999 0.091840000000000019 0.11296500000000002 0.088850000000000012 0.03138500000000001 0.13740500000000003 0.15915500000000002
decision_type=2 2 2 2 2 2 2 2 2 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 8 4 10 6 7 -6 25 29 -3 -11 22 15 -15 23 17 18 -4 20 -19 -22 -10 -9 -25 -1 27 -24 -12 -2
right_child=1 3 16 -5 5 -7 -8 13 12 11 28 -13 -14 14 -16 -17 -18 19 -20 -21 21 -23 26 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0016976609746652978 0.001785551345574901 0.0017953746234586666 -0.0020644913971689443 0.0016000142163052353 -0.0021298038387805415 -0.0021335393609063611 -0.0020161677080592988 0.00052788180289195714 0.00053083317752135079 -0.00087597624262283685 -0.0017282688756441406 0.0015910651204357989 0.0010469305002286221 0.0016944348742553687 -0.00042012567227663641 0.0016342469595760942 -0.0015479391629500444 0.0016187250013414386 0.00058019927392624138 -0.00080334765391451373 -0.0019433944580848166 0.0016423572683537818 -0.0017756354204357552 0.0005385065292264667 -0.0021838736208814004 7.5370560071670456e-05 -0.00026163205460785478 0.00039011392475234093 0.00073240994089303628 -0.00043882151104201122
leaf_weight=25.511325736530129 8.5520707722753251 0.66077188029885281 2.292213198728859 3.2842025551944962 1.4118054509162998 2.3988033123314372 1.7053188998252142 1.9828228186815975 2.0192582886666086 2.8588417433202258 6.6001538764685383 1.7597524188458917 1.8353035040199746 8.053009817376731 2.1609484627842894 2.1494500022381606 2.6016362411901346 4.2552930247038585 1.1774627249687908 1.7940194755792616 1.2413057964295151 1.1924002133309839 7.9557399498298782 0.95040568336844478 2.0862908158451319 1.3801197558641423 4.3807694744318715 1.7772009093314407 0.61640701442956913 0.68359795026481229
leaf_count=1428 256 9 58 69 14 27 31 17 32 23 226 33 26 120 15 30 77 36 11 19 38 9 332 11 47 9 54 49 5 10
internal_value=0 0.000259648 -0.000974095 -8.29359e-05 -0.000262528 7.37785e-05 0.000332067 0.000545131 -0.0012214 0.00110188 -0.00124015 6.40029e-05 -0.000644804 0.000762384 0.00124706 7.18419e-05 -0.00021185 7.89644e-05 -0.00116699 0.000588579 0.0009619 -0.000186547 -0.000837257 -0.000597209 -0.00133184 -0.00160667 -0.00103299 -0.00138018 -0.00151809 0.00162091
internal_weight=0 47.9147 59.414 34.0604 30.7762 22.8989 20.5001 18.7947 44.8597 13.8543 7.87733 4.61859 17.9683 17.3829 10.214 7.16897 14.5543 11.9527 3.46968 8.48302 6.689 2.43371 16.133 5.01952 3.0367 26.8914 14.1137 9.73294 7.21656 9.23567
internal_count=3121 943 2178 621 552 312 285 254 1930 322 240 56 493 240 135 105 248 171 69 102 83 47 467 75 58 1437 435 381 231 266
is_linear=0
shrinkage=0.00183135


Tree=203
num_leaves=31
num_cat=0
split_feature=1 123 3 3 47 457 14 12 50 11 133 52 13 16 0 1 48 52 0 15 150 9 1 42 42 43 13 157 160 403
split_gain=9.84304 3.32527 3.04798 2.8659 2.53576 2.02949 1.84445 1.8078 1.98246 1.60435 2.08717 1.59002 1.39282 1.24679 1.28011 2.02246 1.24136 1.29825 1.18226 0.991977 0.915463 0.890547 0.88623 0.812366 1.09728 0.69116 0.670705 0.596738 0.586532 0.846247
threshold=0.104035 1.0000000180025095e-35 -0.12018999999999998 0.090900000000000009 0.085770000000000027 0.082380000000000009 0.076175000000000007 -0.040564999999999997 0.10965000000000001 0.081790000000000015 0.039215000000000007 -0.28430999999999995 -0.47860499999999995 -0.061854999999999993 -0.20211999999999997 0.11588000000000001 -0.086869999999999989 0.13796000000000003 -0.15202999999999997 -0.055554999999999993 -0.23067999999999997 -1.0000000180025095e-35 0.10658000000000002 -0.085499999999999979 0.10024000000000001 -0.027014999999999997 0.24394000000000002 -0.081364999999999979 -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 6 20 7 12 9 -2 11 10 25 22 -5 14 -6 -16 -13 18 -18 -15 -4 -22 -9 -3 -25 -1 -20 -14 -23 -30
right_child=4 23 3 5 13 -7 -8 8 -10 -11 -12 16 27 19 15 -17 17 -19 26 -21 21 28 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.0019634363142739452 0.0018416687457586602 -0.00077811932766138996 0.0012876840525700487 0.00038095337542273176 -0.0013539200653210938 0.0010397344081292091 -0.0019824285027135111 0.00064074970034246688 -0.0018228915644111882 -0.0014418418795132579 -0.0012091133282978953 -0.0010635935900476393 -4.6460450026147253e-05 -0.0018061595975423985 -0.00055406782340723486 0.0017061444720906478 0.00020363729446134295 -0.00034521332855806522 0.0018821668167172015 -9.565841681687405e-05 0.00095440687446651145 -0.0019085827764493404 -0.0022862640424157611 0.001627881209222494 -0.0008221146972985314 0.00062358397936251452 0.00033332094967922172 -0.0018223419634527968 -0.0018611629646582298 -0.0011334838101945371
leaf_weight=2.1444731000810844 4.6318256566300979 1.1317510623484848 0.43599627539515395 2.1680474691092968 1.5105335339903829 2.9106735400855541 1.6512845903635014 0.61794377304613834 1.2344399355351914 1.7798872767016289 1.8614122113212941 1.0927987471222866 0.8482934571802615 2.7178496783599257 2.7723975032567978 2.971705986186862 2.6594428317621341 2.0410866085439912 7.1217167573049682 2.2412453982979041 0.53368942067026992 10.244301739148794 0.95229457225650549 2.8715274957939978 0.86081936582922924 3.9901565592736006 1.1808674950152633 3.5723044946789724 8.60787953622639 17.686482311226431
leaf_count=25 198 18 5 15 17 30 62 18 21 54 32 14 16 67 30 45 38 23 146 25 5 634 29 62 15 46 20 66 579 766
internal_value=0 -0.000877614 -0.00100348 -0.00121781 0.000395215 -0.000283928 -0.000121796 0.000788175 0.000499451 0.000192489 0.000556285 0.000682444 -0.000868683 -0.000297562 0.000205237 0.000615251 0.000884833 0.00104858 0.0013081 -0.0010331 -0.00145432 -0.00148657 -0.00113438 0.000634481 0.00106282 0.00109195 0.00166188 -0.00148156 -0.00152223 -0.0013717
internal_weight=0 63.299 58.4349 47.0077 33.7461 9.49932 11.4272 21.5324 16.9006 9.77593 7.99604 15.6662 6.58865 12.2137 7.25464 5.7441 14.0959 13.0031 10.962 4.9591 37.5083 37.0724 1.57024 4.8641 3.73235 6.13463 8.30258 4.4206 36.5387 26.2944
internal_count=3121 2430 2335 2116 691 127 219 507 309 157 103 288 97 184 92 75 241 227 204 92 1989 1984 47 95 77 71 166 82 1979 1345
is_linear=0
shrinkage=0.00190339


Tree=204
num_leaves=31
num_cat=0
split_feature=1 47 12 12 50 13 3 4 151 42 15 16 0 48 52 0 51 159 0 50 15 48 1 48 0 43 49 1 13 42
split_gain=3.55445 1.49402 1.49377 1.47583 1.34999 1.30758 1.48404 1.1821 1.19877 1.32559 1.13178 0.942438 0.906377 0.875357 0.863085 1.26749 0.859703 0.806838 1.01846 0.755091 0.818559 0.851835 0.936731 0.864665 0.840063 0.74358 0.791418 0.691776 0.883194 0.671997
threshold=0.10089500000000001 0.087885000000000019 -0.040564999999999997 0.084100000000000022 0.11610000000000001 -0.095304999999999987 -0.097604999999999983 -0.17966999999999997 -0.40381499999999992 -0.098769999999999983 0.084050000000000014 -0.51370499999999997 -0.084269999999999984 -0.086869999999999989 -0.07167999999999998 -0.14649999999999996 -0.10748999999999999 0.091235000000000024 -0.060129999999999996 0.07826000000000001 -0.008624999999999999 0.092475000000000016 0.085110000000000005 0.086260000000000017 -0.15202999999999997 -0.17390999999999998 -0.49452999999999997 0.13146500000000003 -1.0000000180025095e-35 -0.085499999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 10 7 11 17 -4 -9 -10 16 -5 -13 -11 15 -15 -1 18 -7 20 21 22 -18 24 -24 -8 -27 29 -29 -3
right_child=1 27 4 5 -6 6 25 8 9 13 -12 12 -14 14 -16 -17 19 -19 -20 -21 -22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=-0.003229324617484933 0.0029462861649347419 0.0017281387564812721 -0.0027013154697856879 0.0023723203037725113 -0.0033695486933257254 -0.0017679424522669214 0.00061187880375510647 -0.0031858003432887645 -0.0018484870328537512 -0.0015114717725213821 -0.0032101319885579666 -0.0027536813611288512 8.3552663277258328e-05 -0.0013804634464913558 0.0026870700094974568 0.0024218236867073225 -0.0028145916828471707 -0.0034543911716501076 0.0013742557574274537 -0.0023462524276829668 0.0011320766870677797 0.0014832090103566763 0.002871685628551788 -0.0016851577056756245 -0.00060444306168114486 0.0011203421183102243 -0.0031645367010426219 0.0025377502589809366 -0.00072528080438876666 -0.0015653255091713694
leaf_weight=0.86835818877444104 3.0646830205805626 0.6836715918034314 0.89269797457382338 1.012426011264324 0.82232953142374832 1.9228737144730983 0.60101580154150802 0.62417884171009141 1.188969250768422 0.78959836531430383 1.3227169890888024 1.7471131994388995 3.014031074941161 1.5733641777187588 5.6274698446504736 1.9025141247548143 1.8719172454439119 0.85953366337344039 2.1419442482292661 1.2624840224161751 5.4733813358470753 1.8276721546426413 1.2379351118579509 2.1837198305875063 1.5231378972530363 0.44284776411950488 9.649821124039585 1.3382210694253447 2.0832034461200237 5.5388384019024652
leaf_count=59 223 8 68 11 24 111 25 8 12 15 106 97 35 12 160 59 105 39 39 57 95 44 15 31 30 5 1437 29 26 136
internal_value=0 0.000398813 0.000972007 -0.00109528 0.000521185 -0.00164811 -0.00211924 0.000775135 0.00104025 0.00127828 -0.000422256 -0.000373662 -0.000957577 0.00165406 0.00192863 0.00070071 -0.000195309 -0.000695547 -0.00011217 -2.40103e-05 0.000183657 -0.000416856 -0.000926295 -0.000211455 0.000954089 -0.00277485 -0.00297652 -0.000581033 0.000550988 -0.00120347
internal_weight=0 26.1297 16.4858 38.9629 13.4211 21.3916 15.618 12.5988 11.7061 11.0819 17.5713 5.77357 4.76114 9.89295 9.10335 3.47588 16.2486 4.92435 4.06482 15.3802 14.1178 8.64438 6.81671 4.94479 2.76107 10.6937 10.0927 9.64393 3.42142 6.22251
internal_count=3121 780 581 2341 358 1799 1656 334 266 258 542 143 132 246 231 71 436 189 150 377 320 225 181 76 45 1467 1442 199 55 144
is_linear=0
shrinkage=0.00313415


Tree=205
num_leaves=31
num_cat=0
split_feature=1 12 12 3 39 16 47 50 3 38 14 3 376 0 48 3 48 2 160 42 11 4 42 2 16 0 52 49 1373 16
split_gain=11.7526 3.73472 3.51949 2.51326 2.35599 2.75197 2.50863 2.94854 2.24449 1.77631 1.51777 1.635 1.99739 2.4455 1.43312 1.41772 1.38625 2.01221 1.61082 2.15661 1.19879 0.967705 0.958078 1.7192 0.952818 0.831931 1.07236 0.766073 0.725439 0.652158
threshold=0.099195000000000019 -0.064509999999999984 0.083370000000000014 0.16158000000000003 0.15619500000000003 0.062650000000000025 0.12033500000000001 0.10965000000000001 0.10732000000000001 0.10657000000000001 0.062655000000000016 -0.12018999999999998 0.049360000000000008 -0.13027499999999997 0.086260000000000017 -0.12018999999999998 0.11951500000000001 0.11474000000000002 -0.079009999999999983 -1.0000000180025095e-35 0.081790000000000015 -0.27825499999999997 0.085465000000000013 0.092120000000000021 0.63636000000000015 -0.053834999999999994 -0.40306999999999998 -0.49452999999999997 0.084905000000000022 -0.5315899999999999
decision_type=2 2 2 2 2 2 2 2 2 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 5 6 7 16 15 28 11 21 13 14 -13 20 17 18 -3 -20 22 -1 23 -4 25 26 -7 -17 -2 -21
right_child=1 3 8 -5 -6 24 -8 -9 -10 -11 -12 12 -14 -15 -16 27 -18 -19 19 29 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00018062741650190742 0.0016922754299867635 -0.0008908283760298831 -0.0018180675525363728 0.0012558555377486758 0.0019065392752294461 0.00067735976197136848 -0.001297769472880175 -0.0015891246009194031 0.00017260056558012621 -0.00048876840181178056 -0.0017348847531107779 0.00054439918139105137 0.0008423416907246058 -0.0013368707677500356 -0.00081454671196045313 0.00043464349958708445 -0.00090237753156592582 0.001774725389645318 -0.00080496610123386239 0.00044032932666188818 -0.0017118654706682627 0.0013225741794542147 0.00096008603621591945 0.00058492542812003153 0.00046929055358060489 -0.0018194436223017501 -0.0014059423773767792 -0.0014027380838587734 -1.0078503038529825e-05 0.0015678382197783025
leaf_weight=2.078620171174407 6.6030251625925285 2.1826849784702151 1.5627994071692222 3.768135253340005 1.3906366284936655 1.019254897721112 3.0489742197096339 1.926097597926854 3.2403308823704711 1.3692842088639734 1.9328129244968284 4.574516557157045 2.6762411613017312 7.5783376554027155 3.6802752837538719 0.6077423021197309 1.5661615133285511 3.4604551885277024 1.9273591320961774 2.0831856671720779 1.6542212273925541 2.4546079915016952 1.5021455250680444 1.567053312435746 0.89391372818499792 3.7094846963882437 1.789226036518812 31.858545672148466 0.73067138902842987 3.821219192817801
leaf_count=19 229 27 36 83 23 19 39 42 18 18 48 53 38 189 32 6 11 65 19 31 44 28 18 15 25 96 35 1761 11 43
internal_value=0 0.000262755 -0.000836914 1.07895e-05 -0.000152007 -0.000256378 5.60997e-05 0.000299388 -0.00112353 0.0012062 -0.000355013 -0.00023927 -0.000452978 -0.000671923 -6.14665e-05 -0.0012319 0.000541223 0.00070901 0.000340756 0.000683994 -0.00052723 0.000633311 -0.000104162 -0.000614938 -0.00110024 -0.00131549 -0.00064987 -0.00136834 0.00152267 0.00117003
internal_weight=0 41.2898 66.9683 32.5868 28.8187 27.428 20.0161 16.9672 41.9928 8.70298 24.9754 23.0426 18.5094 15.8331 8.25479 38.7525 15.0411 13.4749 10.0144 7.83176 6.28622 4.53323 4.632 3.12985 7.41188 6.51797 2.80848 32.4663 7.3337 5.9044
internal_count=3121 816 2305 558 475 452 277 238 1898 258 407 359 312 274 85 1880 196 185 120 93 113 47 69 51 175 150 54 1767 240 74
is_linear=0
shrinkage=0.00162114


Tree=206
num_leaves=31
num_cat=0
split_feature=1 52 0 47 1 12 50 4 0 2 447 42 4 151 52 2 14 51 403 1213 16 150 2 3 0 42 16 1 3 159
split_gain=16.2082 4.85084 4.13816 3.94695 3.14632 3.07184 3.2997 2.937 2.59449 2.47595 2.33053 2.02268 2.69248 2.00943 1.76507 1.71742 2.59047 2.00034 1.77569 2.2012 1.63678 1.85644 1.38176 2.73389 1.37596 1.32844 1.32548 1.4286 1.32511 1.31901
threshold=0.094385000000000011 -0.26636999999999994 -0.060129999999999996 0.087885000000000019 1.0000000180025095e-35 -1.0000000180025095e-35 0.11392500000000001 -0.033174999999999989 -0.062294999999999996 0.11704500000000001 0.084700000000000011 0.092620000000000022 -0.49405499999999997 -0.27559499999999998 0.10347000000000002 0.073895000000000002 0.062655000000000016 0.087505000000000013 0.03138500000000001 -1.0000000180025095e-35 -0.056919999999999991 -1.0000000180025095e-35 0.10731 -0.116045 -0.15350499999999997 -0.035074999999999988 -0.5224049999999999 0.11588000000000001 0.11296500000000002 0.088800000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 28 -3 7 9 20 -7 15 12 14 -9 -4 18 17 24 -6 -20 21 -5 29 -24 -17 -15 -23 -28 -1 -14
right_child=1 3 11 8 10 6 -8 13 -10 -11 -12 -13 22 25 -16 16 -18 -19 19 -21 -22 26 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0015235292791601564 -0.0011127749059855999 0.0014863541891954872 -0.001818644881096243 -0.0016798781194675395 -0.0016687102345584333 -0.0013510939056935384 -0.0017551753025016252 -0.0011506703491227521 0.0013125783469850401 0.0010798483071893282 0.0016240331160221743 -0.0013897272231323048 0.0014042085710780764 -0.0001278031618051521 0.00053585762053332616 -3.4103836609848322e-05 -0.0017071498092655283 -0.0010737282955097243 -0.0016555174048922163 0.0018871640205840089 -0.0016802890232121808 0.0011129577248396296 0.0017180830139597828 -0.0017347322756938119 0.0015579935678722504 0.0012620680291022782 -0.0010710571671622763 0.0006243469146992415 3.7223838704474177e-05 -9.6722969125384828e-05
leaf_weight=30.780587002635002 5.9027817975729695 9.8933124374598247 2.6013588793575777 1.8781659938394994 7.1097039263695532 3.1419343613088122 1.6724379546940316 1.1269975379109425 2.2471783459186545 1.64339317753911 1.0935925971716631 3.0408481750637284 4.5280005373060703 2.0526038780808493 1.1973982565104959 3.4968656040728083 2.7904380206018677 2.6759648080915213 0.9048248752951622 0.9018931873142717 2.6475642994046202 2.3188026007264835 0.92747014015913043 1.6257766671478746 2.3291102647781363 12.91074771992862 2.9881230555474785 2.2390587273985147 1.467735856771468 2.2606785707175732
leaf_count=1428 145 263 58 19 282 67 40 9 30 16 12 77 35 25 11 34 75 27 34 9 47 24 7 40 20 194 42 22 9 20
internal_value=0 0.000258052 -0.000921444 0.000431098 -0.00113634 0.00074085 0.000413749 0.00058751 -0.000270687 -0.000516252 -0.000657739 -0.000210269 6.26655e-05 0.000915773 -0.00107649 -0.000781216 -0.00036551 7.48327e-05 -0.0013077 0.000112949 -0.000565416 -0.00025221 0.000525885 -0.000480493 0.000602385 0.00107141 0.000103131 -0.000344832 -0.00145249 0.000904388
internal_weight=0 52.6631 69.7322 46.7603 53.5507 32.4414 22.5481 20.8757 14.3189 4.78533 21.3024 16.1815 13.1407 16.0903 3.79876 20.2088 11.2924 8.50194 8.91642 1.80672 12.0717 9.42415 9.34193 2.55325 5.82598 14.9634 7.54598 5.22718 32.2483 6.78868
internal_count=3121 943 2178 798 1930 614 351 311 184 83 493 248 171 228 69 481 156 81 325 43 154 107 102 47 54 219 88 64 1437 55
is_linear=0
shrinkage=0.00160478


Tree=207
num_leaves=31
num_cat=0
split_feature=1 12 12 52 47 50 3 3 124 3 123 2 15 151 160 11 15 12 1 43 1 376 51 16 2 11 3 0 16 48
split_gain=12.7971 3.81641 3.81637 2.69422 2.81057 2.92698 2.529 1.81818 1.75198 1.73613 1.40099 1.35738 1.77427 2.07401 1.67748 1.35359 1.24785 1.21354 1.14705 1.60305 1.06757 0.949411 0.948233 0.943557 1.03424 0.767428 1.07555 1.34098 0.757792 0.727429
threshold=0.099195000000000019 0.079890000000000017 -0.064509999999999984 -0.43320999999999993 0.10019500000000002 0.11610000000000001 0.097915000000000016 -0.12018999999999998 -0.088544999999999985 -0.15121499999999996 1.0000000180025095e-35 0.14285500000000004 0.035560000000000008 -0.27559499999999998 -0.079279999999999975 0.081790000000000015 0.024640000000000006 -1.0000000180025095e-35 0.14000500000000002 -0.072864999999999985 0.077845000000000011 0.049360000000000008 -0.096089999999999981 -0.013324999999999998 0.089885000000000007 0.095720000000000013 0.11924500000000002 -0.21861499999999998 -0.15241499999999997 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 9 8 -4 5 11 7 15 -2 -1 17 12 13 -5 -15 16 20 -11 19 -6 -3 -12 -19 24 29 26 -16 -28 -14 -24
right_child=2 6 3 4 18 -7 -8 -9 -10 10 21 -13 28 14 25 -17 -18 22 -20 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00095844470657440253 -0.00021119494186198345 -0.00042873227848953696 -0.0019276421883439936 -0.0019440515966393688 0.00022517089255508392 -0.00204353601499102 0.00033840341906033817 -0.001577709863978122 0.0018517589694055914 -0.0018582274117004303 -0.0006701011136527247 0.0020253930409666566 0.0003359848483340818 -0.00022439749110680148 0.002061406030452427 -0.0019941960288113562 -0.0012489669206919957 -0.0019591916761063691 0.00058623274065176117 -0.0016284545358996407 0.001617403497550585 0.0010948141236166715 -0.00058258780394287351 0.00080016464391277934 0.0001533158409706123 9.3054121645198736e-06 -0.00051969038174314519 0.0019756833158184302 -0.0014032460423996516 -0.0021571020485337128
leaf_weight=3.2470331303775337 1.8050306905061004 1.8546020667999976 2.2034107604995326 0.85537784919143334 2.5055801384150982 1.3867001477628935 3.2103000953793517 33.52873070910573 7.3577685849741084 3.0827404344454452 1.7899635359644879 2.6534621343016616 1.6399284526705744 2.770928453654057 6.0769309848547 1.7607759758830068 2.1362760793417692 1.4209702210500861 2.0929033048450947 4.7698857598006708 1.7402305901050565 2.6797469686716795 2.4757169876247653 2.0858941022306601 3.3616543747484684 1.1996865198016156 1.5594170615077021 1.4758176039904354 1.9085658732801665 1.772985143586993
leaf_count=30 28 25 106 8 33 29 20 1816 230 70 30 62 13 34 92 44 58 49 18 69 15 35 35 28 30 15 13 37 29 20
internal_value=0 -0.000948189 0.000373673 7.69927e-05 0.000219961 0.000593314 -0.00126545 -0.00139097 0.00144537 -0.000307906 -0.00052815 0.000774868 0.000585111 0.00088669 0.00107177 -0.00055526 -0.000113174 -0.000816535 -0.000637937 -0.000990089 0.000561786 0.000388027 -0.00052768 -0.000317894 -0.000624338 0.00142007 0.0016058 0.000693631 -0.000599465 -0.00123963
internal_weight=0 66.1476 42.2614 33.0986 30.8952 21.5268 44.2309 41.0206 9.1628 21.9167 18.6697 20.1401 17.4867 13.9382 13.0828 7.49188 5.73111 14.2 9.36837 7.27547 3.59483 4.46971 11.1172 9.69625 7.61036 10.3119 9.11217 3.03523 3.54849 4.2487
internal_count=3121 2305 816 558 452 332 1978 1958 258 327 297 303 241 199 191 142 98 232 120 102 40 65 162 113 85 157 142 50 42 55
is_linear=0
shrinkage=0.0018764


Tree=208
num_leaves=31
num_cat=0
split_feature=1 484 52 160 1213 1456 128 133 1365 1456 43 475 160 42 42 1374 12 151 124 52 0 133 51 457 15 16 2 48 4 376
split_gain=3.66054 1.61785 1.60889 1.4926 1.42928 1.37197 1.4776 1.5485 1.54696 1.32127 1.37156 1.30104 1.2685 1.44712 1.21421 1.2873 1.14312 1.39114 1.13374 1.09826 1.38896 1.1176 1.03472 1.01 1.15454 1.17428 1.52324 1.11207 0.906109 0.869353
threshold=0.094385000000000011 -0.0068949999999999992 -0.43320999999999993 -0.40698999999999991 -1.0000000180025095e-35 -1.0000000180025095e-35 0.086435000000000012 -0.25159999999999993 0.088010000000000019 1.0000000180025095e-35 -0.40263499999999991 -0.086004999999999984 -0.091944999999999985 -1.0000000180025095e-35 0.11159000000000001 -0.094929999999999987 -1.0000000180025095e-35 -0.40381499999999992 -0.50724999999999987 -0.12005499999999998 0.089620000000000019 0.10622000000000002 -0.076794999999999988 -0.0029299999999999994 0.095175000000000023 -0.082779999999999979 0.097220000000000015 0.084855000000000014 0.24564500000000003 0.091135000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 -5 7 -7 9 10 -9 -3 -6 29 15 -15 18 -18 -12 20 -17 23 -19 -21 25 -25 27 -27 -8 -14
right_child=2 4 3 5 12 6 28 8 -10 -11 16 -13 13 14 -16 19 17 22 -20 21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.0027780814481539839 -0.0027546805050615488 0.0029661936476783261 -0.0026723129726203719 -0.002250426778889847 -0.0021340924139543788 -0.0028179816447806891 -0.003040714212179216 -0.001998090131160847 -0.0027315102491156278 -0.0019301342259253735 -0.0025803238973662731 -0.0027698829703897243 -0.0019538187128884752 -0.0030722062262932928 -0.0029026077194915503 -0.0025818118965929221 -0.0027087488842583974 -0.00036642264323435227 0.0026347219941096726 -0.0014730967028807611 0.0025377614030933646 -0.0019946582238371496 0.0014744346607699493 0.0024557420510073051 -0.0015697163869788757 -0.00099163644879988414 0.0024749755554172325 0.0019472787414275522 0.00058082572723223069 0.0021948504657605954
leaf_weight=3.4741869964636853 1.2515206146053994 0.31419143080711354 1.1301657035946906 1.2699419786222375 3.5081823254004183 0.83363326825203188 1.2359713558107608 0.94183757063002715 0.81532998196780582 1.0340693402104069 0.32331650611013163 3.7670824676752117 4.9123559254221716 0.87962858518586884 1.0289382147602726 1.7792025753297047 0.72465732507409697 2.747599336318685 5.6210226132534613 1.3233231999911499 0.49728303682059039 1.1597178010269988 12.106553486548288 4.0102897118777134 1.1472784089855839 3.6107695228419656 2.2367255440913141 1.2786762178875504 0.85870682261884201 0.40065587125718582
leaf_count=397 119 4 34 47 258 12 41 14 14 33 5 439 438 38 100 132 12 37 282 45 5 46 283 72 25 121 27 27 10 4
internal_value=0 -0.00102325 0.000253027 0.000380012 -0.000831861 0.000500999 0.000629259 0.000811284 0.000935715 0.00106295 0.00120073 -0.0023283 -0.000611958 -0.000391889 -4.17197e-05 0.000122522 0.00134071 0.000955184 0.00235107 0.000287406 -0.00146348 0.000557327 0.00113393 0.00077483 0.001017 0.00128348 0.000623786 -0.000223058 -0.00155608 -0.00164097
internal_weight=0 35.3285 30.8943 29.6428 31.8543 28.5126 27.2427 25.148 24.3144 23.4991 22.465 4.08127 27.773 24.2648 18.9518 17.9229 21.5231 15.5788 5.94434 17.0433 2.27649 14.7668 14.8542 13.6071 12.2837 11.1365 7.12617 4.88945 2.09468 5.31301
internal_count=3121 2178 943 824 1781 790 743 692 680 666 633 443 1338 1080 638 538 619 332 287 500 137 363 320 317 272 247 175 148 51 442
is_linear=0
shrinkage=0.00270814


Tree=209
num_leaves=31
num_cat=0
split_feature=4 12 151 42 1 42 160 13 52 1213 43 43 159 150 3 151 12 15 52 52 15 50 47 1 16 43 43 133 402 4
split_gain=3.22367 2.52156 1.58455 1.19577 1.71455 1.64397 1.20952 1.3943 1.35476 1.50827 1.18353 1.13056 1.0697 1.01292 1.15734 0.986955 0.999245 0.97453 0.918967 0.908531 0.858074 0.815201 0.959273 0.94368 1.32274 0.796607 0.755719 0.935343 0.736101 0.738397
threshold=0.27287000000000006 0.051320000000000005 -0.27559499999999998 -1.0000000180025095e-35 0.13021500000000003 0.091735000000000025 -1.0000000180025095e-35 -0.017449999999999997 -0.51296999999999993 -1.0000000180025095e-35 -0.04890499999999999 -0.40263499999999991 1.0000000180025095e-35 -0.22665999999999997 0.30112000000000005 -0.089309999999999987 0.10832500000000002 0.024640000000000006 -0.010034999999999999 -0.0092699999999999987 0.19724500000000003 0.11875500000000001 0.13252500000000003 0.111945 -0.54165499999999989 -1.0000000180025095e-35 0.13895500000000002 0.09112000000000002 -0.50169499999999989 0.24564500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -2 28 5 6 7 -5 -8 -10 11 -1 15 -12 17 -11 26 25 -13 -16 -7 22 23 24 -4 -15 27 -17 -3 -30
right_child=2 3 21 4 -6 20 8 -9 9 12 13 18 -14 14 19 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0011059135649289329 -0.0033438512178543042 0.00082195216128378888 0.0038169080411183942 -0.0031271929244916182 0.0028558766415562389 -0.003508149697380396 -0.00356081628195491 0.00094009587500629925 -0.0035249267946911582 -0.002755454905077101 0.0033961310398723621 0.0032515396690202614 -0.0028288885176131124 -0.0033258772832599633 0.0036539584634512896 0.0021377884029501184 -0.0016077862113141868 -0.0036022377811006467 0.00020977637917254436 -0.00094234510216453793 0.0017990484544477968 -0.0015276534036406809 -0.0026034509151900962 0.0035758036566147155 -0.00050822173449987552 -0.00042593518335598817 0.0049538665169166426 -0.0020928543531918116 -0.0035987414157935059 0.00052192562628417634
leaf_weight=1.8590135667473076 0.80110792815685172 0.60193231608718623 1.3613166548311713 4.2893102373927832 1.2126776240766037 4.7247287714853874 1.2739859372377456 1.3253882573917604 1.1347006512805933 0.71323351841420901 0.76309902034700527 3.04416623711586 0.91370574384927739 1.2682165629230464 1.2146788355894389 4.4689973006024646 1.0477249370887873 1.595603591762482 1.9623290249146546 0.89899230375885864 0.39670348539948452 0.82777243480086404 0.49198701977729786 3.8969998965039849 2.2590717766433919 11.078501577954734 0.91845225542783726 0.73039598064497102 5.3918330669403103 0.5784573946148156
leaf_count=31 15 22 38 425 23 489 142 24 133 16 7 119 54 42 44 128 13 47 41 20 4 15 7 231 46 207 6 36 683 13
internal_value=0 -0.000854124 0.00132375 -0.00152641 -0.001156 -0.00137777 -0.000854144 -0.00216708 -0.000196023 0.00023579 -1.04549e-05 0.00120224 0.000721122 -0.000505473 -0.000690906 0.00113282 0.00151984 -0.00105322 0.0020593 0.00169905 -0.00309706 0.00174688 0.0020853 0.00239216 0.00111809 -0.000723808 0.00205547 0.00154348 -0.00283118 -0.00319949
internal_weight=0 53.4068 9.63826 29.7222 23.15 21.9373 16.8159 5.6147 11.2012 9.92721 23.6846 6.86551 8.79251 16.8191 16.056 7.8788 7.16557 13.9423 5.0065 2.11367 5.12143 8.83715 8.00938 7.51739 3.62039 12.3467 6.11785 5.19939 6.57222 5.97029
internal_count=3121 2769 352 2211 1493 1470 977 449 528 386 558 191 253 367 360 199 183 296 160 64 493 337 322 315 84 249 170 164 718 696
is_linear=0
shrinkage=0.003466


Tree=210
num_leaves=31
num_cat=0
split_feature=1 159 3 3 47 12 50 11 133 4 51 2 48 42 160 474 133 43 43 15 1212 2 16 4 15 1 15 1 16 0
split_gain=2.84498 1.3299 1.3731 2.01373 1.23198 1.25097 1.08088 1.04802 1.1196 1.00654 0.975925 0.944265 1.05023 1.08115 1.4793 0.924834 0.978334 0.784463 2.41352 1.01468 0.762251 0.747122 0.729503 0.747459 1.02627 0.859945 0.70899 0.693599 1.032 1.55765
threshold=0.10089500000000001 -0.032739999999999991 -0.12018999999999998 -0.055119999999999995 0.087885000000000019 -0.040564999999999997 0.10965000000000001 0.081790000000000015 0.0068000000000000014 -0.17966999999999997 -0.096089999999999981 0.13404500000000005 0.12879500000000002 -0.098769999999999983 -0.079279999999999975 0.084660000000000027 0.085075000000000026 -0.084004999999999982 -0.084359999999999991 0.088345000000000021 -0.50120999999999993 0.08622500000000001 -0.16075999999999999 0.0052350000000000009 -0.095869999999999983 0.086560000000000012 1.0000000180025095e-35 0.10781 -0.061854999999999993 -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=1 -1 7 17 5 -2 9 8 21 -7 -5 12 13 -11 -15 16 22 18 19 -4 -19 -3 -12 25 -25 -24 -16 -6 29 -29
right_child=4 2 3 10 27 6 -8 -9 -10 11 15 -13 -14 14 26 -17 -18 20 -20 -21 -22 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0032180556107681193 0.0031074672094743858 -0.00065031083005728449 -0.0028696746433174987 -0.0035108607487675599 -0.0027164908514896893 -0.0028329465086563998 -0.0031280391300272463 -0.0026936774240899279 -0.001852270973903361 -0.0020305685728903254 -0.0030304052194986358 0.0035221212364597064 -0.0022287772610591434 -0.00091110336372001268 0.0034259124697708673 0.0028281322826706253 0.0013656013425087379 0.0011716828354981 0.0089802829637750207 0.00051013609921101214 -0.0031638762499639861 0.0025804320263115134 4.317488678415694e-05 -0.0015283800299930499 0.0028159492795107694 -0.0028162426584979207 0.00062793589069395439 -0.0028536509912868088 -0.001561875516409261 0.0020079502678329903
leaf_weight=3.0399857321754089 2.6684559248387805 1.0704244803637255 2.9571100699249655 1.0297391950152821 1.4342777067795376 0.79639941221102795 0.84475547540932971 1.0090669807977972 1.2045512828044591 1.0640224404633007 1.5461335191503138 1.5678179645910848 1.2208568006753919 1.8929989142343364 3.4878154569305568 1.1258561136201013 2.8006085972301653 0.4940070156008004 0.25424148701131244 1.5398399461992083 7.1937359091825792 3.4323629001155496 2.6308171697892258 1.0651148511096837 1.4828302408568559 2.2028263434767723 1.4664072440937159 0.96591997332870949 3.3702147654257715 3.3805319974198937
leaf_count=334 223 34 329 64 31 68 26 45 35 11 42 71 12 36 110 18 50 23 11 78 1082 55 45 26 22 48 24 17 89 62
internal_value=0 -0.00108107 -0.000884446 -0.00123213 0.000415991 0.00101129 0.000558048 0.000478175 0.00103896 0.000828904 -0.000348211 0.00110146 0.000685872 0.00113566 0.00162767 -9.48531e-05 -0.000375444 -0.00221872 -0.00114019 -0.00171236 -0.00288528 0.0018124 -0.000921606 -0.000479901 0.000999894 -0.00125994 0.00259774 -0.000560436 -0.000159695 0.000927548
internal_weight=0 36.0793 33.0393 26.3229 24.1605 15.0095 12.3411 6.71641 5.70734 11.4963 13.8839 10.6999 9.1321 7.91124 6.84722 12.8542 11.7283 12.4389 4.75119 4.49695 7.68774 4.50279 8.92772 7.38159 2.54795 4.83364 4.95422 9.15094 7.71667 4.34645
internal_count=3121 2341 2007 1838 780 581 358 169 124 332 315 264 193 181 170 251 233 1523 418 407 1105 89 183 141 48 93 134 199 168 79
is_linear=0
shrinkage=0.0033763


Tree=211
num_leaves=31
num_cat=0
split_feature=4 12 151 9 151 42 1 42 484 160 52 4 1213 151 4 43 0 1 0 15 15 2 15 16 1 43 42 52 52 42
split_gain=2.58234 1.99601 1.28837 1.09556 1.10589 1.03016 1.36093 1.52413 1.12159 0.914851 1.11082 1.01472 0.934303 0.990037 1.19604 0.99598 1.09832 2.49153 1.17083 0.902927 1.00133 0.863268 0.764109 0.741253 1.15201 0.727787 1.37089 0.701507 0.943344 0.990705
threshold=0.27044500000000005 0.051320000000000005 -0.27559499999999998 -0.036024999999999995 -0.086769999999999986 -1.0000000180025095e-35 0.13021500000000003 0.091735000000000025 -0.068929999999999977 -0.090969999999999981 -0.15275999999999998 -0.58204499999999992 -0.082704999999999987 -0.089594999999999994 -0.51843499999999987 0.13895500000000002 -0.084269999999999984 0.083135000000000014 -0.082844999999999988 0.035560000000000008 -0.095869999999999983 0.091055000000000011 0.19724500000000003 -0.54165499999999989 0.111945 -0.17390999999999998 -0.11051499999999999 0.19022000000000003 0.10744000000000002 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 3 -2 -1 -5 25 7 8 -7 11 -11 -10 -12 -14 -15 16 17 -16 -18 20 21 -6 -9 -4 -25 26 -3 28 29 -22
right_child=2 5 23 4 19 6 -8 22 9 10 12 -13 13 14 15 -17 18 -19 -20 -21 27 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0037405383142482549 -0.003153421851913407 -0.003786930887763721 0.0036540901392299696 0.0019383057538107174 -0.0033242045337921991 -0.0034365906444486852 0.002599944832580471 -0.0033785309637077705 0.004590798602256199 -0.0027274022035030559 -0.0034220351263804963 -0.0034990880328905757 -0.0027592753809267969 -0.0042876577435979604 -0.0035372207212338359 0.0042572618378614868 0.0054540389435165605 0.0025339002408430286 0.0010083139797121788 -0.0025577130271785598 0.00057518548339692728 -0.00016069429791364321 0.0015418883620756739 -0.00067956302776799548 0.0022193052970941487 -0.0034225425771762579 0.0022439942881904446 -0.0023181262972085137 0.0037339023316402507 -0.0027920177876100323
leaf_weight=0.84776209620759146 0.70014232955872913 0.85950523801147938 1.5932997060008336 2.5115270190872279 1.8630934082903068 1.5542860936839193 1.1064888630062331 4.1085838456638148 0.19609920680522908 1.5691315620206321 0.708743911469356 1.6411299454048336 0.91264738375321108 0.47228115424513717 1.6698156537022417 1.0588179752230642 0.83101323200389732 1.4073705775663254 3.4387621586210892 2.0231174640357485 9.6647661277092904 2.0434134621173143 0.3904573693871497 2.5273184897378078 4.0002472675405443 3.9995209584012654 0.84393301000818588 1.0792343588545907 0.94496213365346271 1.0994951454922564
leaf_count=47 15 48 57 67 40 224 22 489 1 156 89 179 60 5 121 10 22 35 72 56 228 59 4 62 231 624 42 24 12 20
internal_value=0 -0.000754573 0.00122146 -6.39617e-06 -0.000156023 -0.00137163 -0.00102855 -0.0012297 -0.00072864 -0.000425966 -8.95879e-05 -0.0026356 0.000304631 0.000574402 0.000917097 0.00120953 0.000770299 -0.000760555 0.00187357 -0.000437032 -0.000180045 -0.00166944 -0.0029515 0.00159864 0.00109693 -0.00263892 -0.000799035 0.000274921 0.000513921 0.000231249
internal_weight=0 48.846 8.82101 22.0774 21.2296 26.7686 21.0656 19.9591 15.4601 13.9058 12.0686 1.83723 10.4995 9.79071 8.87806 8.40578 7.34696 3.07719 4.26978 18.7181 16.695 3.90651 4.49904 8.12087 6.52757 5.70296 1.70344 12.7885 11.7092 10.7643
internal_count=3121 2756 365 553 506 2203 1489 1467 974 750 570 180 414 325 265 260 250 156 94 439 383 99 493 350 293 714 90 284 260 248
is_linear=0
shrinkage=0.00336122


Tree=212
num_leaves=31
num_cat=0
split_feature=1 0 123 39 3 1348 16 132 3 457 4 159 4 2 43 3 151 16 52 12 15 3 11 133 11 160 12 448 131 15
split_gain=2.38908 1.31899 1.30067 1.17949 1.18625 1.21719 1.21701 1.56842 1.00913 0.906755 0.804032 0.783817 0.789913 1.46373 1.35173 1.00757 0.766605 0.747894 0.723462 0.667599 1.26788 1.21615 0.86341 0.660488 0.650232 1.0775 0.616638 0.600109 0.586846 0.565801
threshold=0.089770000000000016 -0.060129999999999996 1.0000000180025095e-35 0.16946000000000003 0.16158000000000003 0.090205000000000021 0.064860000000000015 0.081240000000000021 0.013900000000000001 0.083415000000000017 0.23246000000000003 0.10407500000000001 -0.49405499999999997 0.10731 -0.45785999999999999 -0.116045 -1.0000000180025095e-35 0.64105000000000001 0.26521500000000003 0.088615000000000013 0.090455000000000021 -0.082154999999999992 0.080150000000000013 -0.089569999999999983 0.088710000000000011 -0.079874999999999988 0.090545000000000014 -0.08020999999999999 0.10340500000000001 -0.14712999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 5 6 7 9 19 10 26 12 14 -14 -3 -15 -12 28 23 20 22 -22 -1 -4 25 -18 -2 -25 -8 -27
right_child=2 11 18 -5 -6 -7 17 -9 -10 -11 16 -13 13 15 -16 -17 24 -19 -20 -21 21 -23 -24 27 -26 29 -28 -29 -30 -31
leaf_value=-0.0023090221931706986 -0.0009771794863059572 0.0019452450375265344 -0.0021254276319184061 0.0033760989542355995 0.0017004827667059751 0.0026549074408776683 -0.0029146953338177878 0.0024431350111675317 -0.00028736459589203848 0.001061018893054666 -0.0024816258803073425 -0.0026821233468090656 0.001950879048160133 0.0015898270391439646 -0.0025743003733289535 -0.0030499648454598723 -0.0018882085706081982 0.0018684008069054603 -0.0020400277702557657 -0.0028642786106240822 -0.0029296320821292428 0.0030434597347817555 0.00093177439938042501 -0.0013741248696645849 -0.0017671507077289897 0.0026707894251993586 -0.0029881433947965964 0.0026211556759712113 -6.7684505959174796e-05 0.00037853804580882715
leaf_weight=6.06595147051849 4.3358935762662636 0.81536865234375033 0.30846541188657273 0.80096788983791967 2.4979860810562959 1.0387711916118849 3.0200479351915415 1.6812260658480216 4.2406360674649468 2.5916639850474885 0.97655399609357108 0.88208762556314457 3.3871110565960389 0.61802283301949468 1.7199140572920439 1.0660022140946239 1.0046437224373219 0.38850467931479205 0.41802279464900483 4.1648373994976273 0.41664723283611238 0.90119037870317675 0.7749257101677357 0.34463306330144439 1.0444685993716118 1.7588830883614714 1.8051843275316057 3.5639789593406013 0.75683127297088493 1.8433543276041751
leaf_count=833 126 9 5 23 119 21 178 47 77 41 21 37 42 6 49 92 20 16 7 722 56 23 21 4 20 55 197 217 17 20
internal_value=0 -0.00102896 0.000178829 -7.68326e-05 -0.000188605 -0.000400728 -0.000550399 -0.000207993 -0.00150385 -0.00049816 -0.00081462 -0.000102283 0.000196892 0.000855651 -0.00112078 -0.0013472 -0.000116291 -0.00195129 0.00158784 -0.00192246 -0.00144168 0.00115501 -0.00194191 0.00194745 0.000292439 0.000759388 -0.00156831 0.00226888 -0.0023442 0.00149779
internal_weight=0 25.0527 30.1801 25.545 24.744 22.246 21.2073 17.0419 16.5642 15.3606 12.769 8.48851 7.60642 5.07114 2.53528 1.68403 6.6279 4.16538 4.6351 12.3236 8.15871 1.31784 6.84088 4.21708 5.65135 4.60688 6.14108 3.90861 3.77688 3.60224
internal_count=3121 1967 1154 921 898 779 758 547 1732 500 459 235 198 140 58 98 136 211 233 1655 933 79 854 226 115 95 323 221 195 75
is_linear=0
shrinkage=0.00289113


Tree=213
num_leaves=31
num_cat=0
split_feature=1 12 150 47 4 453 150 47 3 3 47 14 455 448 15 14 133 11 376 51 16 1 3 16 2 16 124 2 132 16
split_gain=7.24887 3.10878 2.2917 2.08642 1.81365 1.59357 1.56184 1.51505 1.50954 1.65097 1.33335 1.60097 1.27874 1.2596 1.2397 1.11792 0.951871 1.0049 0.899764 0.880016 1.09871 0.797934 0.759699 0.750574 0.747716 0.64282 0.519612 0.434926 0.529143 0.627824
threshold=0.094090000000000021 -1.0000000180025095e-35 0.081835000000000019 0.090100000000000013 0.23246000000000003 1.0000000180025095e-35 -0.088794999999999985 0.10980000000000002 -0.12018999999999998 0.090900000000000009 0.12431000000000002 -0.46885499999999997 0.092985000000000012 -0.013069999999999998 -0.074054999999999996 0.076175000000000007 0.039215000000000007 0.080455000000000013 0.091135000000000008 0.084305000000000019 0.18438500000000005 0.10752500000000002 0.090900000000000009 -0.095094999999999985 0.14122000000000004 -0.25582999999999995 -0.087144999999999986 0.092365000000000017 0.12527000000000002 -0.083539999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 4 12 6 10 -3 -5 15 18 11 -6 -2 -4 22 16 17 23 26 20 -11 -13 -15 -1 -8 -23 -10 28 29 -28
right_child=1 2 13 7 5 -7 24 -9 9 19 -12 21 -14 14 -16 -17 -18 -19 -20 -21 -22 25 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00053419311661782724 0.001744588969776536 0.0014395360781909747 0.002074049870536348 -0.0018326594937959494 -0.0014603419184038449 -0.0022180007242395172 -0.0016225601027208573 0.0006278409601555054 -0.00035070038765524386 0.00093380247760730436 -0.0016665711361841429 -0.00032785014071323666 -0.0017228373814340398 -5.3152670473680111e-05 -0.0010656695436634422 -0.0020304550165688362 -0.001529797118014272 -0.0013520594033160083 0.001154572639091434 -0.0015746266258385847 -0.00091798877063049909 0.0019081766043894065 0.0021558552068702969 0.0010966684807846932 2.4808306956571801e-05 0.00030482777233677236 -0.0011923369815045005 -0.0020049622256799074 0.00026223506507195427 -0.001823723423163053
leaf_weight=1.6747417766600836 5.2506931265816075 0.73919359315186994 1.4800873100757597 1.5819286555051806 1.3213075418025244 1.2674620002508152 11.177916599437596 2.3494136165827513 1.1199065288528789 2.0471225623041382 1.3210203275084493 1.4422390833497036 0.43507679365575302 1.2609400963410733 2.1370005318894978 1.7488154293969271 1.859340703114867 1.4484284110367296 0.43516881205141444 2.4915027394890785 2.9612931599840522 2.7122245347127301 1.1022391812875865 2.9332575500011435 1.1477034855633963 1.4494461994618193 9.2777638603001815 11.754966455511747 0.59135544672608276 16.58390752598644
leaf_count=20 260 13 38 17 16 14 325 39 24 23 14 15 8 25 32 60 32 23 5 29 37 65 32 39 18 24 445 576 19 834
internal_value=0 -0.000229304 -0.000551164 0.000726482 -0.000834521 -0.000188987 -0.00130459 -0.000362237 -0.00132399 -0.00146711 0.000122876 0.000464222 0.00147926 0.000518653 7.09069e-06 -0.000624082 -0.000313374 6.00708e-05 -0.00162488 -0.000630675 -0.000161094 0.000918001 0.000977178 0.000503944 -0.00146916 0.00134975 -0.00165563 -0.00169388 -0.00155565 -0.00159722
internal_weight=0 38.1759 28.5588 9.61711 22.5785 9.5137 13.0648 3.93134 56.9276 47.263 8.24624 6.92522 5.68577 5.98027 4.50018 9.66458 7.91577 6.05643 39.7631 7.49992 5.00842 5.60391 2.36318 4.608 12.3256 4.16167 39.3279 38.208 26.453 25.8617
internal_count=3121 955 631 324 504 148 356 56 2166 1992 134 120 268 127 89 174 114 82 1903 89 60 104 57 59 343 89 1898 1874 1298 1279
is_linear=0
shrinkage=0.00194363


Tree=214
num_leaves=31
num_cat=0
split_feature=1 484 42 42 13 123 157 39 15 1348 52 132 51 1 47 0 43 0 16 52 457 376 150 13 160 48 43 48 15 42
split_gain=2.18762 1.24562 1.41909 1.29136 1.22693 1.18862 1.1049 1.07633 1.06591 1.06151 1.1451 1.21877 1.11683 1.09939 1.0703 1.04002 1.64586 1.46586 1.03759 1.02244 0.965151 0.847672 0.832045 0.785008 0.934855 1.11191 0.729322 0.658554 1.03716 0.645812
threshold=0.089770000000000016 -1.0000000180025095e-35 -1.0000000180025095e-35 0.091735000000000025 0.41383500000000001 1.0000000180025095e-35 -0.083944999999999978 0.16946000000000003 -0.49307999999999996 0.090205000000000021 -0.24164999999999998 0.081240000000000021 -0.42597499999999994 0.13604000000000002 0.12431000000000002 -0.084269999999999984 -0.084004999999999982 -0.098289999999999975 -0.54165499999999989 0.11434500000000002 0.045365000000000009 0.091135000000000008 -0.17852999999999997 -0.084154999999999994 -0.079874999999999988 0.092265000000000014 -0.0037449999999999996 0.086260000000000017 0.079055000000000014 -0.080354999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 21 6 -5 7 -4 8 -2 10 12 13 -10 14 18 17 -17 27 -12 26 22 -3 -20 24 -24 -26 -18 28 -8 -7
right_child=5 2 3 4 -6 29 15 -9 9 -11 11 -13 -14 -15 -16 16 19 -19 20 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0033859116126402616 0.003456860323134883 -0.0029622593690422608 -0.0034716554078441327 -0.0033314229032149465 0.0048837107813723725 -0.0011978601231150106 0.0023835834284339124 0.0038166880339479538 0.0020846564518255039 0.0028987603754609967 0.0033829579709234421 0.0024312929322498891 -0.0035280728215118192 0.0019995064831771023 -0.0036467691766351186 0.0030361306699031383 -0.0028814445015230071 -0.0033759890119733037 0.0034714868400245709 -0.003710130324854212 0.0012457888455854743 0.0021095350393362999 -0.0032619655421198945 -0.0018490161470084835 0.0022574004391480722 -0.0022253302332485314 0.0011570485923665947 -0.0018388321437117186 -0.0013112448967584386 0.0022898491087361343
leaf_weight=2.5232908800244358 0.82772080646828428 4.3261110093444648 0.99912077910267605 2.3795268661342557 0.21805502474308003 0.69146056426689018 2.0821540423203317 0.74056197796016832 0.47204035148024592 1.0426691737957288 0.71391395293178028 1.7072872170247126 2.2283550770953395 1.7467526155523945 1.3050061441026617 2.7338485717773438 0.58707624790258739 1.7832896565087137 0.42317400500179658 0.76990705262869585 2.3155823787674317 0.39514885284006585 0.75569454068318043 7.8654560216236442 1.983444839715973 0.87669069226831187 3.0127721519674946 1.3321003923192618 1.3933502552099524 3.7306169692892572
leaf_count=393 50 651 95 275 1 14 44 23 10 26 26 61 149 63 30 53 57 238 9 31 39 6 19 337 60 19 64 21 38 219
internal_value=0 -0.00117998 -0.000927117 -0.000487337 -0.0026418 0.000160342 -0.000106465 -0.000119819 -0.000239966 -0.000370531 -0.000522754 -0.000245188 -0.00254694 -0.000499252 -0.000768032 0.000139052 0.00101894 -0.000809285 -0.000516473 -0.000243071 -0.000712243 -0.00253777 -0.00109311 -0.00126135 1.69957e-05 0.000883351 0.000498437 0.000142785 0.000902305 0.00174449
internal_weight=0 24.5358 22.0125 17.2912 2.59758 29.4264 14.6936 25.0043 24.2638 23.4361 22.3934 19.693 2.7004 17.9857 16.239 13.6945 7.1036 6.59089 14.934 4.36976 14.22 4.72126 11.9045 11.4813 3.61583 2.86014 3.59985 4.8076 3.4755 4.42208
internal_count=3121 1967 1574 917 276 1154 641 921 898 848 822 663 159 602 539 546 205 341 509 152 483 657 444 435 98 79 121 103 82 233
is_linear=0
shrinkage=0.00331473


Tree=215
num_leaves=31
num_cat=0
split_feature=1213 484 160 15 403 52 133 150 1374 14 15 1374 1366 158 475 1 42 133 0 43 123 1429 51 151 13 4 48 12 3 15
split_gain=2.03347 1.87564 1.66515 1.61442 1.59057 1.48502 1.61882 1.28855 1.24191 1.12118 1.17176 1.11511 1.22669 1.19298 1.06468 1.02197 1.10916 1.00757 1.11598 1.73483 0.835334 0.83433 0.813715 0.789926 1.26433 1.02103 0.750128 0.696988 0.656452 0.653097
threshold=-1.0000000180025095e-35 -0.0068949999999999992 -0.40698999999999991 -0.24436499999999997 -0.082384999999999986 -0.43320999999999993 -0.25159999999999993 0.097210000000000005 0.10637000000000001 0.082295000000000021 -0.18895499999999996 -0.094929999999999987 -1.0000000180025095e-35 0.090905000000000014 -0.086004999999999984 1.0000000180025095e-35 -0.088934999999999986 0.10622000000000002 -0.084044999999999995 0.15359500000000004 0.087755000000000014 -1.0000000180025095e-35 0.11144500000000002 -1.0000000180025095e-35 -0.00051499999999999994 0.41257000000000005 0.095425000000000024 0.10097500000000002 0.149315 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 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 7 -3 21 28 -6 -7 20 9 10 -8 26 -13 15 -1 16 -14 18 19 -18 -2 -4 -23 25 27 -17 -12 -25 -5 -26
right_child=1 2 3 4 5 6 8 -9 -10 -11 11 12 13 -15 -16 23 17 -19 -20 -21 -22 22 -24 24 29 -27 -28 -29 -30 -31
leaf_value=0.0033295142662048516 -0.0029645690745830509 -0.0025723763764294275 -0.0025277532509991518 -0.0029270296571673785 -0.0026154842916533421 -0.0032277030293362675 -0.0026903838020429804 0.0019574479661697334 -0.0033216136810333484 -0.00228471603680501 -0.0033138675719806342 -0.0024112570360494802 -0.0032263869576462656 -0.0021518541969031265 -0.0031136719234730898 0.0030986168267406241 -0.0025690041458664116 -0.0022928524210035117 0.0019267310240488494 0.0039070963473136072 0.0029636719531524833 0.0029825498244163817 -0.0015930433982769062 0.0017374222524569585 0.00066956010008469057 -0.0011913517167945415 0.00079355382865759438 0.0047976029007531212 0.0037784955979167337 -0.0019366042396903723
leaf_weight=0.26456549763679538 4.1004880203399798 2.3119396150577805 0.35379619430750642 2.2499536960385735 1.8311416986398388 1.2332135098986317 0.99046038696542638 0.67428455548360933 0.84115592855960031 1.3338023098185647 1.0482890480198097 1.0326177035458552 0.77546210726723064 1.0801687680650491 3.3326467617880544 4.660945353796726 1.4743700854014608 0.96657566633075465 4.5995027713943148 0.54018414579331864 0.24049214646220196 3.177539667114615 0.42063856776803721 4.1910038844216722 4.2693077134899458 0.59829854406416405 0.71464952593669284 0.85674415621906508 0.14875870943069447 1.1710806731134651
leaf_count=4 460 214 3 315 238 127 23 16 21 30 42 36 58 53 487 170 122 30 110 7 9 213 10 162 75 25 11 13 1 36
internal_value=0 -0.000229698 -2.04323e-05 0.000125031 -7.76218e-05 9.30178e-05 0.000246198 -0.00201855 0.000383752 0.000486605 0.0006142 0.000731182 0.000891228 0.00102664 -0.00263979 0.00116908 0.000295202 0.000655444 0.00108631 -0.000832497 -0.00263614 0.00200223 0.00244765 0.00163279 0.00114248 0.00261058 -0.00164883 0.00225682 -0.00251118 0.000108565
internal_weight=0 47.8869 42.8716 40.5597 36.6077 34.209 32.3778 5.01526 31.1446 30.3035 28.9697 27.9792 26.2163 25.1836 3.59721 24.1035 8.35609 7.58063 6.61406 2.01455 4.34098 3.95197 3.59818 15.7474 10.4881 5.25924 1.76294 5.04775 2.39871 5.44039
internal_count=3121 2630 2145 1931 1705 1389 1151 485 1024 1003 973 950 897 861 491 808 327 269 239 129 469 226 223 481 286 195 53 175 316 111
is_linear=0
shrinkage=0.00309151


Tree=216
num_leaves=31
num_cat=0
split_feature=1 52 484 1446 0 1 128 12 151 483 133 4 124 47 4 150 2 42 4 3 151 454 403 156 51 51 52 13 1 15
split_gain=4.23831 1.68454 1.62842 1.60145 1.48148 1.76037 1.47512 1.64889 1.49473 1.4874 1.54365 1.32713 1.1848 1.14483 1.30171 1.35856 1.25961 1.05355 1.24323 1.04321 0.996224 0.926999 0.999608 0.907916 0.837619 0.819564 0.734977 0.729972 0.794019 0.723252
threshold=0.094385000000000011 -0.43320999999999993 -0.0068949999999999992 0.091555000000000011 -0.060129999999999996 1.0000000180025095e-35 0.086435000000000012 -0.064509999999999984 -0.40381499999999992 0.106785 -0.25159999999999993 0.053925000000000008 -0.51664499999999991 0.093140000000000014 -0.011884999999999998 0.15297000000000002 0.11474000000000002 0.092620000000000022 -0.49405499999999997 0.11296500000000002 -0.085369999999999988 1.0000000180025095e-35 0.03138500000000001 0.11582500000000001 0.078435000000000019 0.08955500000000001 0.10160000000000001 -0.092094999999999982 0.12337000000000002 -0.10653
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 6 5 19 7 12 -9 10 -10 20 -3 14 16 23 -12 18 26 -4 -7 22 24 -16 -22 -26 -6 -15 -29 -8
right_child=1 3 4 -5 17 11 29 8 9 -11 13 -13 -14 27 15 -17 -18 -19 -20 -21 21 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0024220490103635823 -0.0024002862958777981 -0.0030787205756791546 -0.0019459016933704985 -0.0024570188958054273 -0.0025258681225725113 0.0011528684184011445 0.00033759362300765259 -0.0024323387412615266 -0.002651366564369948 -0.0024389193235856582 -0.0010951441430282127 0.0018403485111520605 0.0020448668693116268 0.0014251553051025812 0.0021463552390186421 -0.0012573721897929776 0.0018209589995382856 -0.0017570533685182005 0.00090339334454710477 0.00063074372872502988 -0.0022330770344207666 0.0021851635628300599 0.0006562861519639248 -0.00053613054727013481 0.00057683798312705727 -0.0019249436987794624 0.00015442480674536163 -0.0016967883782230638 0.00033049236666465029 -0.002473169296526914
leaf_weight=3.7485401304438701 1.2919147606007779 0.26381598226726044 10.951161809265614 1.0880502676591266 1.1053114649839693 1.3569882404990483 0.81574925314635072 1.0453951265663075 0.77735476288946515 0.93788155261427064 2.3354203412309498 1.2539098281413306 5.0065396451391377 1.2620874922722576 7.48088940884913 0.83592289686203081 1.2696431819349525 1.605571730993687 5.8806726615875951 0.94802790135145265 4.141113222111013 0.47584059834480363 1.3577618682757018 0.77299973834305991 1.5648902733810248 1.3580944803543387 1.1687960335984824 2.0055343229323617 2.3065582737326622 1.3488652314990748
leaf_count=397 119 2 1144 29 36 27 9 19 11 31 79 18 266 21 200 6 26 64 95 7 272 5 48 14 20 33 12 44 21 46
internal_value=0 0.000233521 -0.000949897 0.000348659 -0.000783519 -0.0011051 0.000455905 0.0006098 0.000314426 0.000458111 0.000600767 -0.000448018 0.0017884 0.000739146 0.00113002 0.00160522 -6.81413e-05 -1.22838e-05 0.000331239 -0.00174062 -0.000727832 -0.00101466 -0.00119545 0.00189513 -0.00155136 -0.000585555 -0.00114831 -0.000151053 -0.000612387 -0.00141391
internal_weight=0 30.8446 36.9167 29.5527 33.1681 23.4078 28.4647 26.3 21.0297 19.9843 19.0464 11.5086 5.27036 18.2691 12.6949 9.08981 3.60506 9.76035 8.15478 11.8992 10.2547 8.8977 8.42186 8.25389 7.0641 2.92298 2.27411 5.57418 4.31209 2.16461
internal_count=3121 943 2178 824 1781 1574 795 740 472 453 422 423 268 411 325 220 105 207 143 1151 405 378 373 214 325 53 48 86 65 55
is_linear=0
shrinkage=0.00235641


Tree=217
num_leaves=31
num_cat=0
split_feature=1 0 1 12 3 51 47 4 50 151 40 447 42 4 52 49 3 2 159 124 0 12 14 2 403 51 3 0 122 0
split_gain=6.13503 2.50539 2.35158 2.22373 1.90582 1.87413 1.69921 2.62013 2.15665 1.8781 1.50155 1.45542 1.41573 1.75239 1.55395 1.26746 1.66451 1.65456 1.1391 1.10392 1.10257 1.09024 1.07789 1.87296 1.8265 1.6679 1.07421 0.967781 0.915 0.761967
threshold=0.094385000000000011 -0.060129999999999996 1.0000000180025095e-35 -1.0000000180025095e-35 0.16158000000000003 -0.40274499999999996 0.13148500000000005 -0.013125 0.11534500000000002 -0.40381499999999992 -1.0000000180025095e-35 0.084700000000000011 0.092620000000000022 -0.49405499999999997 0.10347000000000002 0.10595500000000001 0.12178000000000001 0.090310000000000015 0.092630000000000018 -0.087894999999999987 -0.055064999999999996 0.092355000000000007 0.062655000000000016 0.073895000000000002 0.03138500000000001 0.087505000000000013 0.11296500000000002 -0.10151999999999999 0.086040000000000019 -0.15350499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 26 5 6 -2 7 10 9 -9 -5 22 13 14 -3 16 17 20 21 -7 27 -15 23 24 -4 29 -1 -11 -21 -25
right_child=3 12 11 4 -6 19 -8 8 -10 15 -12 -13 -14 18 -16 -17 -18 -19 -20 28 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0015337722865252556 -0.0020196137925511666 -0.0019152711616592 -0.0017739710686300954 0.0016811951332873182 0.0013661137427659685 -0.00013070629809306455 -0.0014522250004792006 -0.0019010113413965044 -0.0018576641280232716 0.00028399196856311739 -0.0014812360616099523 0.0017365251249885504 -0.0013819045565330334 0.0015324196360253382 0.00080807166655189457 0.0020220992781316786 -0.0013286251384431957 0.0013740642571734598 -0.00067501588792470094 0.0015693781337864452 0.0012777600794938839 -0.00010788780265887585 -0.001815807465337803 0.0001798424093516902 0.00058519266564885191 -0.0010746566329294023 0.00017763788773488741 -0.0014104755059215625 -0.00046215631538000518 0.0016139689572468355
leaf_weight=16.934888883493844 0.61968423053622146 1.8103191191330545 4.0320645188912696 0.49903161078691471 2.5021356344223014 1.8069405090063799 2.9214719962328664 0.93034203536809279 1.2849389230832446 2.3350917864590879 4.3681053165346446 0.8225548695772894 2.0639201435260466 3.7867049584165207 0.95455788820981968 1.7188737113028771 1.4074187763035286 5.1648052763193846 1.527521197684109 6.8140082303434601 1.517031423747534 1.7754168892279265 1.9585606297478086 2.7375059705227613 1.2928095390088854 2.184267339296639 1.1695934124290932 1.7657438172027471 0.73242042027413834 1.8532863520085809
leaf_count=1428 6 58 280 9 69 39 39 14 31 22 219 12 77 43 11 20 11 108 19 267 26 40 77 34 43 27 9 53 10 20
internal_value=0 -0.000759898 -0.00100512 0.000194292 -6.80541e-05 0.000889152 -0.000218119 -4.63626e-05 0.000288882 0.000474752 -0.00115699 -0.000496475 -8.12076e-05 0.000191209 -0.000975053 0.000633662 0.000437885 0.00066846 0.000646037 0.00108187 1.97604e-05 0.00100884 -0.000627127 -0.000434721 -0.0012012 0.000167693 -0.00142321 -0.000445614 0.00137221 0.000758794
internal_weight=0 44.904 32.9855 36.388 26.415 9.97305 23.9129 20.9914 16.1242 14.8393 4.86714 14.881 11.9184 9.85452 2.76488 13.909 12.1901 10.7827 7.08964 9.35337 5.61787 5.56212 14.0585 12.0999 5.32487 6.77506 18.1045 4.10084 7.54643 4.59079
internal_count=3121 2178 1930 943 621 322 552 513 285 254 228 493 248 171 69 240 220 209 102 316 101 83 481 404 323 81 1437 75 277 54
is_linear=0
shrinkage=0.00172713


Tree=218
num_leaves=31
num_cat=0
split_feature=1 484 9 2 123 0 1 1446 1365 156 1213 475 48 48 4 14 52 51 52 403 1374 15 14 0 51 43 0 42 42 9
split_gain=1.96522 1.2338 1.04196 0.986453 1.38346 1.10982 1.08227 0.994175 1.04475 0.998084 0.977422 1.0056 0.936882 1.2421 1.18414 0.891532 0.935967 0.870638 0.913872 0.951659 0.939227 0.85314 0.857139 0.797944 0.891429 0.796758 0.775092 0.701869 0.797943 1.06696
threshold=0.094385000000000011 -0.0068949999999999992 -1.0000000180025095e-35 0.090310000000000015 0.08592000000000001 1.0000000180025095e-35 0.11588000000000001 0.081030000000000019 0.084635000000000016 0.11896500000000002 -1.0000000180025095e-35 -0.086004999999999984 -0.08595499999999999 0.12649500000000002 -0.16363499999999997 -0.24758499999999997 -0.013374999999999998 -0.096089999999999981 0.11434500000000002 -0.081904999999999992 -0.094929999999999987 -0.11713499999999999 0.062655000000000016 -0.23091999999999999 0.088210000000000011 -0.20207499999999998 -0.10324499999999999 -0.095859999999999987 0.091735000000000025 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 -2 5 7 6 -4 8 9 12 11 -3 -5 14 -14 16 -16 -12 19 -19 -21 -22 23 -23 27 -20 -8 -25 29 -29
right_child=2 10 3 4 -6 -7 26 -9 -10 -11 17 -13 13 -15 15 -17 -18 18 25 20 21 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0029211141202519874 0.0031509064876333323 0.0030751836285325927 -0.0020716901468921184 -0.0019304604716420804 0.0029660362342585791 0.0025775434406279979 0.0019296840191462895 -0.0030493214515411476 -0.0026010177041346544 -0.0023795708960434336 -0.0029357217085136103 -0.0029213044312182816 -0.0021555366030866743 -0.00064075639486317637 0.0027580728010869649 0.0026645792211958544 -0.0019937319068306148 -0.0021676377878267344 0.0014458545316367061 -0.0032179054170626675 -0.002531541316202137 0.0034619988103785303 -0.0030259148063700252 -0.0025870492706549543 -0.0029935323646947979 -0.0028867218873612406 -0.00080175385385148333 0.0011092227912109678 -0.0013354814618316961 -0.0029575360815115364
leaf_weight=2.2664435913320657 0.96254718676209705 0.25370918959379229 3.8427512950729596 0.87262324709444961 1.7335192630998779 0.78812230518087734 1.2497779154218736 0.7128835543990143 0.86445960309356529 0.81707150302827436 1.1521797107998377 2.4099256955087247 0.58004707866348049 2.3351974030956626 0.60246487194672227 5.1480646934360266 0.7816724842414231 1.7594540221616757 0.42811871459707651 0.69263868546115048 0.89247203245760331 0.70527401566506576 0.59248408721759993 0.57886638096534682 0.6292579590808608 1.8707968771923322 2.6839786246418953 10.49941178946748 1.4806112290825701 0.55764883477240879
leaf_count=397 87 4 176 20 106 45 22 21 17 57 140 439 41 38 28 189 21 267 16 38 58 7 20 51 42 211 75 390 75 23
internal_value=0 -0.000898764 0.000230558 0.000108409 0.0005651 -0.000662 -0.000990316 0.000237751 0.000433 0.000668499 -0.000711702 -0.00235014 0.000909825 0.00117217 0.00176742 0.00211577 7.45566e-05 -0.000511868 -0.00037687 -0.000163957 4.805e-05 0.000190001 0.000351458 0.000489928 0.000337436 -0.00207988 6.60402e-05 0.000497238 0.00063964 0.000904121
internal_weight=0 26.7693 23.9752 23.0126 14.448 8.56463 7.77651 12.7145 12.0016 11.1371 24.5028 2.66363 10.3201 9.44745 7.11225 6.5322 1.38414 21.8392 20.687 18.3881 16.6287 15.936 15.0436 14.4511 13.7458 2.29892 3.93376 13.1165 12.5377 11.0571
internal_count=3121 2178 943 856 538 318 273 432 411 394 1781 443 337 317 279 238 49 1338 1198 971 704 666 608 588 581 227 97 539 488 413
is_linear=0
shrinkage=0.00286495


Tree=219
num_leaves=31
num_cat=0
split_feature=1 0 12 1 3 4 47 50 151 47 48 447 40 49 3 2 42 4 0 52 2 3 159 12 403 151 44 51 160 457
split_gain=8.7543 2.82613 2.81714 2.36873 2.27719 1.96902 2.9954 2.58069 2.02044 1.77302 1.61543 1.59773 1.54845 1.45182 1.56143 2.12233 1.40647 1.77846 1.31406 1.30453 1.2884 1.20099 1.19293 1.22324 1.08366 1.05513 1.03303 0.991438 0.943145 0.875188
threshold=0.094385000000000011 -0.060129999999999996 -1.0000000180025095e-35 1.0000000180025095e-35 0.16158000000000003 -0.013125 0.13148500000000005 0.11534500000000002 -0.40381499999999992 0.090100000000000013 0.10396500000000002 0.084700000000000011 -1.0000000180025095e-35 0.10595500000000001 0.12178000000000001 0.090310000000000015 0.092620000000000022 -0.49405499999999997 -0.055064999999999996 0.10347000000000002 0.088850000000000012 0.11296500000000002 0.092630000000000018 0.092355000000000007 0.03138500000000001 0.11265500000000002 0.13740500000000003 0.086685000000000012 -1.0000000180025095e-35 0.088350000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 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 21 5 12 7 8 -7 25 -11 20 -4 14 15 18 17 19 28 -3 24 -1 23 -19 -5 -2 29 -22 -10 -14
right_child=2 16 4 11 -6 6 -8 -9 13 10 -12 -13 26 -15 -16 -17 -18 22 -20 -21 27 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0017293274098370433 0.0018146068033620183 -0.0021035082986950756 0.0018537972059266582 -0.0014689789114016173 0.0015600681619124756 -0.0021116822552421271 -0.0021557664159871349 -0.0020839348493691318 -0.0020461590777691562 -0.00086208447545471298 0.0016037125916361914 0.0018898770208065835 -0.0019175295539890333 0.0022720548082837792 -0.0013383271792940972 0.0015474662543936361 -0.0015418576591289172 0.0016353201970935275 0.0014056250096801137 0.00054525711243949549 0.0006381338641198714 0.00018407564081643091 -0.00080536357662103469 -0.00019991493962207387 0.00016794211235185809 -0.00070270598446245641 0.00090084923430610274 -0.0011011330633439119 -7.3527748876670436e-05 0.00075965245058225476
leaf_weight=20.807337002828721 6.7482465021312219 1.8714275183156126 0.57450417429208744 8.5571890808641893 2.7798957303166381 0.99654444679619203 2.0165759334340683 1.5143591202795494 1.2026638640090821 2.6627752929925919 1.5207395628094671 0.84873866103589612 5.0830670008435872 1.8631699047982682 1.5338794216513623 5.6977305021136999 2.260525873862206 3.890032308176159 1.6195806507021169 1.0616939924657343 3.1830186992883691 1.2679137624800194 1.6961225345730779 2.0051388498395681 1.7798106167465437 0.66651794500648964 0.62705085426568974 1.9107750291004775 3.3220992023125291 0.48752277716994274
leaf_count=1428 252 58 9 361 69 14 27 31 31 23 33 12 216 20 11 108 77 43 26 11 43 9 19 40 52 14 5 25 44 10
internal_value=0 -0.000953037 0.00023149 -0.00121209 -8.3513e-05 -0.000255676 4.86363e-05 0.000299078 0.00052135 0.00102777 3.42516e-05 -0.000659739 -0.00114391 0.000693534 0.000473658 0.000708361 -0.000175869 0.000117529 -6.97528e-05 -0.00114474 -0.000799975 -0.00161943 0.000605245 0.0010111 -0.00118714 0.00158832 -0.00142178 -1.42969e-05 -0.000597845 -0.00168323
internal_weight=0 51.1397 40.9169 38.3548 29.3186 26.5387 19.7666 17.75 16.2357 11.5983 4.18351 16.2795 6.77214 15.2391 13.376 11.8421 12.7849 10.5244 6.14434 2.93312 15.4308 22.0753 7.59129 5.89517 10.337 7.41476 6.19764 5.09379 4.52476 5.57059
internal_count=3121 2178 943 1930 621 552 312 285 254 322 56 493 240 240 220 209 248 171 101 69 481 1437 102 83 413 266 231 68 75 226
is_linear=0
shrinkage=0.0019087


Tree=220
num_leaves=31
num_cat=0
split_feature=1 47 0 0 3 12 50 14 1 4 4 48 159 43 43 0 13 133 47 48 42 4 1 16 51 12 42 151 1212 12
split_gain=6.44831 2.4957 2.38254 2.63858 2.09146 1.86477 1.99405 1.76502 1.79287 1.6546 1.51382 1.50436 1.20597 1.18394 1.9355 1.42796 1.66724 1.18079 1.05158 1.43026 0.973583 0.960694 0.882628 1.44526 0.867675 0.795106 0.789838 0.774283 0.712662 0.711236
threshold=0.10089500000000001 0.087885000000000019 0.062580000000000011 -0.10011499999999998 -0.12018999999999998 -1.0000000180025095e-35 0.11610000000000001 0.062655000000000016 1.0000000180025095e-35 -0.036839999999999991 -0.49405499999999997 0.12879500000000002 0.083335000000000006 -0.084004999999999982 -0.084569999999999992 -0.077809999999999976 -0.0013449999999999996 0.091250000000000012 0.078875000000000015 0.086260000000000017 -0.093284999999999993 -0.0082299999999999995 0.13146500000000003 -0.061854999999999993 -0.076794999999999988 0.082850000000000021 0.091295000000000015 0.11265500000000002 -0.50120999999999993 0.092355000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 7 25 27 9 8 17 12 -4 20 -7 14 15 -6 -17 -1 19 21 -11 -10 29 -24 -22 -5 -18 -2 -15 -3
right_child=1 22 10 4 13 6 -8 -9 18 11 -12 -13 -14 28 -16 16 26 -19 -20 -21 24 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0018271248203628621 0.0020502139404024707 -0.00038381799245005476 -0.00095871034788668613 0.001963831988724212 -0.0017692977315804913 -0.0013557480517446573 -0.0021689613328788522 -0.0020793783845564477 0.00026626001859859829 -0.00048067495699762334 0.00095543420201337197 -0.0010359474779752086 0.0017534373617230851 0.00017410407444727331 0.0038240461693753807 0.0022022789289752112 -0.0020421396932260513 0.00058660181210049792 -0.00093519005934169272 -0.00032921237990763151 -4.1384772511268274e-05 0.002105658697798103 0.0019023817984918936 -0.00059726929557687297 0.0016940617249740632 -0.00040127585648818071 0.00090472016989280113 -0.00054590531637838428 -0.0019274500633791826 -0.0016893704745376363
leaf_weight=3.0985962776467231 4.4394202418625381 4.4492207616567594 2.5688466662541032 0.77230449765920939 4.6847127270884812 2.3903185185045035 1.1104140803217877 2.0580837465822688 1.8528636535629628 1.1895752288401116 4.3944388525560489 1.3390663787722576 0.61554140225052822 0.65857679769397748 0.32492239354178565 0.92138983961194787 1.1409686235710976 1.0697966283187268 2.0272609274834394 3.3255745489150286 1.3338778670877207 2.7944212388247234 1.4225470181554558 2.5071956384927034 7.4108012346550813 2.0074332179501653 0.51931369118392456 0.5017101652920245 16.397661568131291 2.5906444098800421
leaf_count=117 223 67 39 11 339 92 24 81 28 12 55 12 10 24 17 16 70 24 41 36 15 31 26 29 180 49 12 13 1351 77
internal_value=0 0.000317017 -0.000826755 -0.000998395 -0.00137298 0.000727875 0.000387947 -0.00036525 -0.00011626 0.000586784 0.000249281 0.000934964 -0.000719048 -0.00155667 -0.000905926 -0.00111743 6.54513e-05 -0.00120765 0.000338671 0.000662575 0.00120063 0.00137229 -0.000444455 0.000307592 0.00142934 0.000255831 -0.0011204 0.00178661 -0.0018463 -0.000864256
internal_weight=0 31.3003 50.6172 43.6539 27.4273 20.3307 15.3896 16.2266 14.1685 14.2792 6.96329 11.2733 3.00586 24.6475 7.59131 7.26638 2.58167 4.16839 10.0001 7.97286 9.93425 4.64728 10.9696 3.92974 8.74468 2.77974 1.66028 4.94113 17.0562 7.03987
internal_count=3121 780 2341 2247 1889 581 345 358 277 321 94 219 102 1829 454 437 98 141 136 95 207 59 199 55 195 60 82 236 1375 144
is_linear=0
shrinkage=0.00198085


Tree=221
num_leaves=31
num_cat=0
split_feature=1213 484 1 15 151 150 48 128 474 4 11 160 403 1373 475 52 49 14 43 9 1374 1 130 15 42 16 123 0 16 3
split_gain=1.91031 1.75039 1.59251 1.2053 1.40588 1.18442 1.14683 1.14354 1.07578 1.177 1.30461 1.15253 1.14191 1.11767 0.963314 0.921711 0.992417 0.958626 0.826491 0.80109 0.735838 0.9285 0.984308 0.816012 1.04393 1.01978 0.735715 0.716232 0.76769 0.676731
threshold=-1.0000000180025095e-35 -0.0068949999999999992 0.11551000000000002 0.091650000000000023 0.084990000000000024 0.097210000000000005 0.12737000000000001 0.086435000000000012 -1.0000000180025095e-35 0.27834500000000006 0.081790000000000015 -0.091944999999999985 -0.083259999999999987 0.089210000000000025 -0.086004999999999984 -0.12005499999999998 -0.048674999999999989 0.062655000000000016 0.16180500000000003 0.084755000000000011 -0.094929999999999987 1.0000000180025095e-35 -1.0000000180025095e-35 0.083935000000000023 1.0000000180025095e-35 0.19444000000000003 0.087755000000000014 -0.20211999999999997 -0.042349999999999992 0.149315
decision_type=2 2 2 2 2 2 2 2 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 5 3 6 -5 26 7 8 -3 10 11 -10 29 15 -1 16 -14 18 19 20 -17 22 -22 24 -24 -26 -2 -4 -29 -13
right_child=1 2 27 4 -6 -7 -8 -9 9 -11 -12 12 13 -15 -16 17 -18 -19 -20 -21 21 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=0.0036825910655812039 -0.0032644343362541227 -0.0039909297912305366 -0.0015917864070142595 -0.0032659416644521904 0.0030423963510243257 0.0020284347020105044 -0.0041373626640430422 -0.0033373530352010235 -0.0020481936515633183 0.0022575668455665512 -0.0036256348007712323 -0.0034854580257007478 0.0023088653822119312 -0.0036211074451409798 -0.0034422227800156874 -0.0010357735390237265 -0.0026954168262483228 -0.0030934426774252275 -0.0020003121741723048 -0.002386058824555495 -0.0036613533003811505 0.0026438967632733848 0.0017218105303050493 0.0044305509267470707 -0.0036813830268453912 0.0031684877436311994 0.0031993251698021743 0.0027124195248146824 0.00053093730060816845 0.0042302089615896413
leaf_weight=0.24228189885616336 3.8962370513472697 0.74243211536669207 0.91061135986819852 2.8374625300057228 0.49127191398292769 0.66670343093574036 0.83268784522078831 1.1964863615576167 2.5503389500081637 2.9666972709819666 1.1455440863501269 1.2202952320222049 0.65763654978945885 0.71114519820548494 3.1433304615784428 1.1698540302459424 1.6441665007733011 0.63364954385906536 0.88934187893755812 0.62957175029441792 0.5313928390387711 7.2312758550979197 3.3305776265914542 0.81253632390871633 0.98234184761531629 0.34921283042058349 0.22054919134825457 3.8834009198471904 3.7672025701031071 0.15147419273853291
leaf_count=4 460 82 19 282 7 16 26 93 176 93 62 215 21 25 487 39 159 11 58 34 49 195 52 26 70 6 9 211 133 1
internal_value=0 -0.000254741 -3.13484e-05 -0.000368142 -0.00233492 -0.00222872 -0.000152633 -4.03318e-05 9.88186e-05 0.000208804 -3.78675e-05 0.000137062 0.000403154 0.000615979 -0.00293236 0.000775731 -0.00126567 0.00105949 0.00122472 0.00141546 0.00158158 0.00181289 0.000812361 0.0012466 0.000691684 -0.00188494 -0.00291815 0.00129468 0.00163824 -0.00263347
internal_weight=0 47.0521 42.2686 33.7074 3.32873 4.78349 30.3787 29.546 28.3495 27.6071 24.6404 23.4948 20.9445 19.5727 3.38561 18.8616 2.3018 16.5598 15.9261 15.0368 14.4072 13.2373 6.00606 5.47467 4.66213 1.33155 4.11679 8.56121 7.6506 1.37177
internal_count=3121 2630 2145 1782 289 485 1493 1467 1374 1292 1199 1137 961 745 491 720 180 540 529 471 437 398 203 154 128 76 469 363 344 216
is_linear=0
shrinkage=0.00344292


Tree=222
num_leaves=31
num_cat=0
split_feature=12 43 484 42 1 42 3 43 4 14 15 43 160 15 43 49 52 2 4 43 4 402 52 13 12 133 448 1 9 147
split_gain=1.74955 1.18017 1.0509 1.1579 1.27769 1.28408 0.995448 0.971394 0.916508 0.810505 0.769381 0.848415 1.08931 0.898814 1.01534 0.738435 0.690154 0.698824 0.689514 1.00841 0.687596 0.766538 0.686008 0.683134 0.672995 0.698156 0.637737 0.579637 0.512916 0.450163
threshold=0.051320000000000005 -0.04890499999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 0.12958500000000003 0.091735000000000025 0.31299000000000005 -0.40263499999999991 0.40473500000000007 -0.24758499999999997 -0.11713499999999999 -0.16318499999999997 -0.090969999999999981 -0.094329999999999983 0.13895500000000002 -0.0060549999999999988 -0.087284999999999988 0.10855000000000002 -0.012889999999999999 -0.084004999999999982 0.24564500000000003 -0.50169499999999989 0.26521500000000003 0.11596500000000001 0.082850000000000021 -0.16927999999999996 -0.083114999999999981 1.0000000180025095e-35 0.092235000000000011 0.089025000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 28 20 5 8 16 -1 10 -8 -5 -12 -13 -14 18 -7 17 -3 19 -15 21 -4 26 24 -21 -26 -9 -28 -2 -18
right_child=2 6 3 4 -6 15 9 22 -10 -11 11 12 13 14 -16 -17 29 -19 -20 23 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.00084342692159542843 -0.0033462138315778658 -0.0034710466065876254 0.0010773185475793294 -0.0037653915581786022 0.002716164978811953 0.00021510278146198543 -0.0026944129940977353 -0.0017929421382123572 0.0034393766404395127 0.0033816689615992486 0.0030135940733209588 -0.0033892937072476891 0.0037355262139744066 0.0022712027503454415 0.0022579319077183318 -0.0032000167992188456 -0.00032797050831498409 -8.7419999796349318e-05 -0.0025018881759188605 0.0018504957544960045 0.00034372721171619871 -0.0034022160953755486 -0.0020899742463706622 0.0037449529422747532 0.0025276817016328481 -0.0026900661294128308 0.0002610277730993881 0.0034439481577384526 0.0037844188583385026 0.0019080697091149218
leaf_weight=1.5260876622050998 2.3990356968715818 1.4950412055477529 0.47145121591165695 0.67589621525258614 1.3235067720524956 0.90980010619387064 0.29018706502392877 0.34299967624247063 0.72815560875460583 1.2986819564830501 0.84429242461920395 1.1766342232003868 0.63765471777879312 1.3279942898079786 1.3834929047152398 2.7567175051663062 11.764627012657 1.1799133673775939 1.9188210514839399 0.54915216565132219 0.90601075836457301 3.3127932033967289 0.37867699470370997 0.29339139163494099 0.31087357411161809 2.547018612967797 0.75432100147009151 3.4240041859447956 0.11417381465435017 1.0604122630320478
leaf_count=32 433 83 21 39 49 29 13 5 21 93 12 163 11 30 13 381 272 25 155 13 25 627 10 3 11 263 16 229 1 43
internal_value=0 0.000245701 -0.00100834 -0.000779044 -0.000388004 -0.000643821 -0.000205853 0.00144652 -0.000138288 0.00227195 -0.00036161 -0.000152261 -0.000415731 -2.56056e-05 -0.000313491 -0.0023526 -0.000459846 -0.00197854 -0.000825571 -0.000185898 -0.00222835 -0.00284414 0.00215971 -0.00106769 -0.00148212 -0.00212249 0.00251564 0.00286933 -0.00302227 -0.000143088
internal_weight=0 23.515 24.5869 22.0737 17.3834 16.0599 17.0889 6.42609 12.3934 1.58887 11.6652 10.9893 10.145 8.9684 8.33074 3.66652 15.5 2.67495 6.94725 5.02843 4.69026 3.78424 4.9 3.70044 3.40704 2.85789 4.52132 4.17833 2.51321 12.825
internal_count=3121 821 2300 1866 1193 1144 529 292 734 106 713 674 662 499 488 410 423 108 475 320 673 648 260 290 287 274 250 245 434 315
is_linear=0
shrinkage=0.00328694


Tree=223
num_leaves=31
num_cat=0
split_feature=1213 1456 1456 403 133 52 1 52 475 14 1366 33 1374 158 130 132 15 1374 1429 42 151 150 1 49 484 0 42 43 159 123
split_gain=1.64757 1.51869 1.34816 1.28688 1.27028 1.54949 1.10252 0.890623 0.863779 0.861216 0.777317 0.80186 0.739401 0.777587 0.886589 1.08787 0.829065 0.909665 0.81799 0.858145 0.905774 0.734856 0.692576 0.805449 0.692215 0.672739 0.764049 0.593194 0.613154 0.555096
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -0.083814999999999987 -0.25159999999999993 -0.43320999999999993 0.11588000000000001 0.11434500000000002 -0.086004999999999984 0.083150000000000016 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.094929999999999987 0.090905000000000014 -0.0015749999999999998 0.082230000000000011 0.091650000000000023 0.10637000000000001 -1.0000000180025095e-35 -0.095859999999999987 -0.5145249999999999 0.12155000000000001 0.094385000000000011 -0.086009999999999989 0.094140000000000015 -0.18113999999999997 -0.39990999999999993 -0.20207499999999998 -0.50206999999999991 0.08128500000000001
decision_type=2 2 2 2 2 2 2 2 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 24 -5 -6 7 9 -1 10 -7 -12 21 14 15 -14 17 18 -16 -20 -21 -13 23 -22 -3 -8 -27 -9 -29 -4
right_child=1 2 29 4 5 6 25 27 -10 -11 11 12 13 -15 16 -17 -18 -19 19 20 22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.0039527278314616821 -0.0031056071462026063 -0.0033984276857660541 -0.0038021062377562513 -0.0029827633404908831 -0.0034299578600099924 -0.0027257260618570502 -0.00069123681070052084 0.0027228302283603669 -0.0036988823064772382 -0.0027047141395372784 -0.0031480186835541263 -0.0042301015328011426 -0.0031319272539472348 -0.0023202280543142997 -0.002703693786310188 0.0032353764409241864 -0.0011453492945719854 -0.0025969629075295051 -0.0017097685010510151 -0.0035354191861113721 -0.0016672296072891368 0.0010141234700659311 0.0038352527629558386 0.0022854973588925329 0.0041425884681188536 -0.0017939259710002347 0.002729525542693166 0.0037558758485975452 -0.0030092432310795825 0.0038312619618243752
leaf_weight=0.22090454399585757 2.4160774154588571 1.9354126325342798 1.6749765980057407 1.6191756187472481 1.4125794328283436 0.93889154843055678 1.2375137784983961 0.35136223072186146 2.7103417513426384 1.1565827182494093 0.71244499366731773 0.75692792981864687 1.2638206691481375 0.89730271557345886 0.50439241854476158 0.52614434296265233 1.4960479193832714 0.63571402663365084 0.76551135326736641 0.35316104395316017 0.78172830585391118 0.72354217991232872 3.8067657521460196 8.2030914803034705 0.18459707009606052 0.56929122656583775 5.6243711183778933 0.20225098147057075 2.2368536063004272 0.14316405355930317
leaf_count=4 258 327 256 162 207 36 30 13 487 29 29 36 87 56 26 19 59 20 43 17 28 13 164 235 5 5 290 9 164 7
internal_value=0 -0.00023945 -6.9363e-05 7.7025e-05 0.000239523 0.00038793 0.000547755 0.000190331 -0.00312224 0.000426111 0.000588014 0.000733219 0.000866711 0.00106175 0.00122725 -0.00126031 0.00149635 0.00175894 0.00195104 0.00211983 0.00234285 -0.00166712 0.00250514 0.00194159 -0.0027418 0.00181333 0.00231375 -0.00179716 -0.00244828 -0.00320104
internal_weight=0 43.1297 40.7136 38.8955 36.7755 35.1563 33.7437 26.3125 2.93125 23.5221 22.3655 21.4266 20.7142 19.2337 18.3364 1.78997 16.5464 15.0504 14.4147 13.9103 13.1447 1.48047 12.7916 8.98482 2.12001 7.43118 6.19366 2.79047 2.4391 1.81814
internal_count=3121 2630 2372 2109 1777 1615 1408 1083 491 897 868 832 803 754 698 106 592 533 513 487 444 49 427 263 332 325 295 186 173 263
is_linear=0
shrinkage=0.00372083


Tree=224
num_leaves=31
num_cat=0
split_feature=1213 1456 1456 15 403 133 52 1374 158 14 15 375 160 133 150 475 47 15 151 4 457 151 2 2 123 1 14 42 3 49
split_gain=1.4908 1.32368 1.21638 1.27845 1.15056 1.05898 1.1425 1.04982 0.84293 0.77844 0.895622 0.874433 0.936215 0.806538 0.849836 0.77399 0.744907 0.682145 0.704237 0.771541 0.570617 0.550202 0.521616 0.508293 0.501163 0.494388 0.533154 0.489775 0.470274 0.46297
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -0.24436499999999997 -0.082384999999999986 -0.25159999999999993 -0.43320999999999993 0.093235000000000012 0.090905000000000014 0.076175000000000007 -0.095869999999999983 0.091445000000000012 -0.091944999999999985 -0.030254999999999994 -0.22665999999999997 -0.086004999999999984 0.11170500000000001 0.091650000000000023 0.057610000000000008 -0.49405499999999997 -0.0029299999999999994 -0.033849999999999991 0.096015000000000017 0.10527500000000002 0.08128500000000001 0.11785500000000002 -1.0000000180025095e-35 0.086665000000000006 -0.52915999999999996 -0.072814999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 21 3 25 23 28 -7 8 9 10 16 12 13 -12 -15 -1 29 18 19 -14 -21 -2 -20 -5 -4 26 -3 -19 -6 -8
right_child=1 2 24 4 5 6 7 -9 -10 -11 11 -13 17 14 -16 -17 -18 27 22 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0033553720830673019 0.00081999960296296305 -0.00055175342882624414 -0.0032401933641008239 -0.0032403783205669158 0.003620912434245054 -0.0028469598083146843 0.0015992876838136422 -0.0030966730516598204 -0.0026334873598185702 -0.0020780108313111514 0.003144206283489119 -0.003424011051015263 -0.00048834317013740788 0.0035460668326251546 -0.002997782348216444 -0.0031275331483858852 0.0015589169290501463 -0.0013806762670752401 -0.0028482446341063471 -0.0010465260908866076 0.0021260124565866262 -0.0032819165499630479 0.00082512807776147711 0.00091466540933769032 0.0032625304763151015 0.0032275725422276288 0.0027185006601798314 0.001454725013785885 -0.0033089912338169431 -0.0015467015828293496
leaf_weight=0.20101086050272021 0.40118449344299767 1.1784544959664347 1.5184747010935087 1.6199169764295209 0.10750313848257054 1.2421570355072606 0.53839603811502446 0.90901287086307903 0.91157040488906105 1.1572426848579187 0.37150621390901495 0.46274419594555993 1.437986223027125 0.23436403647065152 1.3803936422337013 2.4755496240686616 1.3247510707005856 1.5936050796881311 0.59438781975768407 0.60171970725061719 11.719002889469225 1.8635192099027325 1.136261304374784 0.36401046020910133 0.12988223275169719 1.5352922857273368 0.87842179043218438 1.0015343280974773 1.2294134206604237 3.8427598066628077
leaf_count=4 27 27 256 298 1 205 16 32 63 38 7 7 38 3 143 487 34 48 34 43 479 231 28 35 7 180 28 51 155 116
internal_value=0 -0.000193741 -5.66814e-05 6.11322e-05 -0.000130502 1.59708e-05 0.000137451 0.000264332 0.000372258 0.000472268 0.000584744 0.000894183 0.000993741 -0.00107687 -0.00204802 -0.00264066 -0.000528816 0.00122116 0.00147375 0.00171403 0.00197107 -0.00255528 -0.000436484 -0.00247801 -0.00272781 0.00186323 0.000844861 -0.000286418 -0.00275175 -0.00116009
internal_weight=0 41.2855 39.0208 37.3724 33.7802 31.7963 30.4594 29.2172 28.3082 27.3967 26.2394 20.5335 20.0708 1.98626 1.61476 2.67656 5.70591 18.0845 15.4894 13.7587 12.3207 2.2647 1.73065 1.98393 1.64836 3.59217 2.05688 2.59514 1.33692 4.38116
internal_count=3121 2630 2372 2109 1874 1541 1385 1180 1148 1085 1047 881 874 153 146 491 166 721 622 560 522 258 62 333 263 235 55 99 156 132
is_linear=0
shrinkage=0.00317731


Tree=225
num_leaves=31
num_cat=0
split_feature=1213 123 484 130 160 15 150 13 13 133 42 1374 155 1 12 456 33 48 1 475 159 42 52 51 133 12 15 401 1429 4
split_gain=1.34644 1.19666 1.164 1.11343 1.01647 1.00167 0.909787 0.820459 1.06076 0.902541 1.10382 0.781937 0.808194 0.695544 1.026 0.872051 0.72574 0.760132 1.07166 0.692869 0.677036 0.850693 0.853678 0.904147 0.676855 0.627802 0.61001 0.574097 0.548387 0.519093
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.0068949999999999992 1.0000000180025095e-35 -0.40698999999999991 -0.24436499999999997 0.097210000000000005 -0.53104499999999988 -0.47860499999999995 0.093255000000000018 -0.094469999999999985 0.097240000000000007 0.088610000000000008 0.12811000000000003 0.11650500000000001 0.090170000000000014 -1.0000000180025095e-35 0.12737000000000001 0.104035 -0.086004999999999984 0.094385000000000011 -1.0000000180025095e-35 -0.0064899999999999992 -0.082744999999999985 -0.089569999999999983 0.088485000000000022 -0.024814999999999997 0.080710000000000018 -1.0000000180025095e-35 -0.068329999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=19 2 6 4 27 28 -2 -7 -9 11 -11 12 13 14 15 16 -10 18 20 -1 21 -18 23 -23 -3 -24 -26 -4 -6 -28
right_child=1 24 3 -5 5 7 -8 8 9 10 -12 -13 -14 -15 -16 -17 17 -19 -20 -21 -22 22 25 -25 26 -27 29 -29 -30 -31
leaf_value=0.0035258989698691207 -0.0030564787381390322 -0.0026724230791769616 -0.0034477195802773302 -0.0031580198507493483 -0.0017831528850328171 -0.0036120207911094298 0.0017604062143524691 0.0033390940959679028 -0.003169557194823648 0.0042579126191483411 -0.0031666159098724428 -0.003640187160611538 -0.003510483487645251 0.0019200835867173704 -0.0034768435150107193 -0.0029776292185153068 -0.0022651990865114502 -0.0032352391512899615 0.0022402960028237179 -0.0032676958366454558 -0.0027696272613607453 -0.0034622156204044668 0.0024578791566619435 0.00034698732660144732 0.0031442158722885354 1.4887326811781357e-05 0.0020305716981976482 0.0027792120169168647 0.0027619857088959214 -0.0017439862642380146
leaf_weight=0.18280501663684878 2.7806142966728653 0.39588379999622691 1.3828195643145615 1.3721129053737957 0.34824861586093936 0.73509804625064745 0.52524096891283978 1.0200478606857419 0.62545222509656184 0.25706143095158074 1.8442699115257699 0.63243215065449376 0.66126583470031519 2.5040968679822972 0.89171009440906246 0.91773448721505602 1.2190941895824217 0.58793870732188125 3.6828425985295317 2.2636624304577699 0.81989024649374265 0.84343400760556519 3.5298354569821795 4.1887667954433709 2.1055511336307973 1.7842841115780173 0.96982838795520365 0.18970424216240633 2.1187823428772417 0.71179563319310479
leaf_count=4 458 17 181 265 2 9 13 20 21 8 244 21 125 57 23 38 166 16 114 487 51 91 88 133 193 73 35 5 145 18
internal_value=0 -0.000194219 -0.000394505 -0.000199521 -6.76578e-05 7.38563e-05 -0.00229116 -0.00011492 -1.60846e-05 -0.000153037 -0.00225835 4.02446e-05 0.000144827 0.000256757 3.85841e-05 0.00021083 0.000380152 0.000513447 0.000650613 -0.00276006 0.000177912 0.000386867 0.000699357 -0.000291463 0.00150375 0.00163761 0.0019403 -0.00269652 0.00212039 0.000432882
internal_weight=0 39.6458 35.4628 32.1569 30.7848 29.2123 3.30586 26.7453 26.0102 24.9901 2.10133 22.8888 22.2563 21.5951 19.091 18.1993 17.2815 16.6561 16.0681 2.44647 12.3853 11.5654 10.3463 5.0322 4.18306 5.31412 3.78718 1.57252 2.46703 1.68162
internal_count=3121 2630 2367 1896 1631 1445 471 1298 1289 1269 252 1017 996 871 814 791 753 732 716 491 602 551 385 224 263 161 246 186 147 53
is_linear=0
shrinkage=0.00335664


Tree=226
num_leaves=31
num_cat=0
split_feature=12 4 43 3 43 3 15 11 52 3 41 15 0 15 13 2 48 44 15 147 457 1 133 52 3 1 4 4 1 1
split_gain=4.30851 2.623 2.17995 1.98803 1.63615 1.52686 1.45334 1.07593 1.05801 1.00508 0.819763 0.933648 1.33227 1.53193 0.798568 0.796778 0.731296 0.652885 0.644161 0.603763 0.732791 0.661797 0.711402 0.850177 0.951313 1.4015 0.578283 2.17816 0.627074 0.560005
threshold=0.051320000000000005 0.36766000000000004 -0.04890499999999999 0.31299000000000005 -0.40263499999999991 0.14121000000000003 0.15614500000000003 0.087830000000000005 -0.087284999999999988 -0.097604999999999983 0.078475000000000017 0.079055000000000014 0.10455500000000001 -0.11033999999999998 -0.094514999999999988 0.10855000000000002 -0.089814999999999992 0.083555000000000018 0.090455000000000021 0.089025000000000007 -0.068264999999999978 0.13743000000000002 -0.080849999999999991 0.15915500000000002 0.12178000000000001 0.10439500000000002 -0.083854999999999985 -0.084369999999999987 0.13146500000000003 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 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 8 -1 6 9 -3 15 10 11 12 13 -2 18 -4 -6 -5 -11 20 -10 22 -22 24 25 -24 27 -16 -28 -18
right_child=1 7 3 17 16 -7 -8 -9 19 14 -12 -13 -14 -15 26 -17 29 -19 -20 -21 21 -23 23 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.00073232421150431549 -0.0025630042897536996 0.0023279126048348655 -0.0024331342658359804 0.0023698115486929148 -0.00089447502558291279 0.00069076673124212013 0.00082278442695839498 -0.00019402508133655935 -0.0020148596864885894 -0.0012744021372682976 -0.0024045697389335867 -0.0019570683154372026 -0.0019642701085608124 0.0012146153806567158 -0.0023112624567314202 -0.00021459579674563525 0.00031652363145023355 -0.00071957603376066211 0.0010911447165209646 0.0012376513193940823 -0.0020006648536193398 0.0015482289818772085 -7.4185305030937831e-06 -0.0017331090271238551 -0.0012190081158495836 0.0023752224185624423 -0.0022494569629948318 0.0027500609963344719 -0.00032559748458271131 0.0021718789916535695
leaf_weight=1.8309478871524332 0.66143909096717779 1.5664986148476594 2.0619847401976652 1.9583073784597211 0.5286341719329356 2.1730838827788821 1.5951632978394616 1.9970722645521162 1.1680329032242323 2.3355980608612383 1.3462265548296271 1.6806016750633714 1.3765988536179063 3.5311101390980242 1.5088757048361006 1.4176711770705877 0.99504452850669789 0.43358474597334851 0.80268805706873525 1.4908710317686189 1.1389344567432989 1.1134059550240625 5.7785239317454344 1.4513944964855898 2.0899850698187947 1.6460916651412842 12.156872998457388 0.62361461529509021 0.94775584060698825 5.569888309109956
leaf_count=32 22 43 83 95 9 22 29 36 17 102 59 94 80 87 224 25 19 11 15 43 41 22 82 41 29 40 1448 24 15 232
internal_value=0 -0.000935532 0.000239513 -0.000149513 0.00118756 -0.00115001 -0.00129004 0.000914585 -0.00039162 -0.001415 -0.000772046 -0.000468898 -1.98132e-05 0.000618638 -0.00171577 -0.00152926 0.00168311 0.00180979 -0.00066936 -0.000142294 -0.000285298 -0.000132467 -0.000287056 -0.00010908 0.000138656 0.00052083 -0.0019313 -0.000831155 -0.00211032 0.00189066
internal_weight=0 34.3032 30.6733 21.7488 8.92451 30.7396 28.5665 3.56357 19.3569 26.9714 8.59598 7.24975 5.56915 4.19255 18.3754 3.47966 7.09357 2.39189 3.13829 15.8772 14.3864 13.2183 12.1049 10.966 9.5146 7.42462 15.2371 2.13249 13.1046 6.56493
internal_count=3121 2300 821 529 292 2221 2199 79 423 2170 342 283 189 109 1828 108 260 106 117 315 272 255 233 192 151 122 1711 248 1463 251
is_linear=0
shrinkage=0.00227804


Tree=227
num_leaves=31
num_cat=0
split_feature=1213 1456 123 1456 130 151 4 11 403 156 13 1374 13 1 157 42 43 3 47 2 4 4 2 2 1 1429 2 2 475 150
split_gain=1.25487 1.14063 1.07418 1.20724 1.01727 0.83286 1.21265 0.830361 0.827315 0.78862 0.834473 0.849913 0.741998 0.72518 0.723125 0.814185 0.892451 0.752354 0.79631 0.735289 0.668973 0.770792 0.782417 0.712936 1.41412 0.705485 0.653328 0.966557 0.632165 0.607889
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.40381499999999992 0.27044500000000005 0.081790000000000015 -0.083259999999999987 0.091255000000000017 -0.53104499999999988 0.093750000000000014 -0.47860499999999995 0.10781 -0.084489999999999996 0.091735000000000025 -0.52440999999999993 -0.12018999999999998 0.092710000000000015 0.11870500000000002 -0.17966999999999997 -0.083854999999999985 0.089775000000000008 0.092365000000000017 0.093575000000000019 0.079510000000000011 0.094835000000000017 -1.0000000180025095e-35 -0.086004999999999984 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=28 -2 3 4 5 -3 7 8 -7 10 -10 12 -12 14 -14 17 -17 -16 19 20 -19 -22 25 -24 -25 -23 27 -4 -1 -8
right_child=1 2 26 -5 -6 6 29 -9 9 -11 11 -13 13 -15 15 16 -18 18 -20 -21 21 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0035653020008689679 -0.0026741444938318125 -0.0032470280710461988 0.0034432036447255604 -0.0034646975587297409 -0.0031344809035417031 -0.0027844191905671317 -0.0016976626865607197 -0.0032136611322586875 -0.0035822085768569076 -0.00225614560567516 0.0038666924083373758 -0.0036617688554121727 -0.0035365856726094565 0.0014409672998932982 0.0021939346629995323 0.0040444719057287984 -0.0035521578189520678 -0.0022020718225567995 -0.0035744911539375506 -0.003896591975396295 0.0035177397586481276 -0.0012533576617667574 0.0032767949799401706 -0.0029720917231601265 0.0037189155901408734 0.003511122390133156 0.002652077287129637 -0.0024192079777392477 -0.0032804905820963347 0.0022555681051676102
leaf_weight=0.16899254173040423 2.0427377537125713 0.89107256894931808 0.51887706434354186 1.3105429363204155 1.2535323188640166 1.2293413187144491 0.51367404498159874 1.0112875355407585 0.63759998884053359 1.5559759862953786 0.73022018000485545 0.58801559219136734 0.6546217708383083 5.295394087675958 2.2455882250797172 0.2128563793376087 1.1488373747561134 0.94770816713573047 0.67169914534315545 0.46616920409724194 1.0683528635418182 3.1040033847092459 1.5529411800671371 0.8324457330163566 0.65573225822299719 0.40837518591433752 2.5423880331218243 0.88126077223569088 2.1431951355189076 3.7434219431597731
leaf_count=4 258 56 83 256 249 246 14 103 6 133 12 22 91 126 46 3 124 22 44 10 39 190 33 53 14 11 152 25 487 209
internal_value=0 -0.000195832 -5.77825e-05 -0.000260202 -0.000126536 -1.5397e-06 9.7249e-05 -0.000188855 -6.14295e-05 8.55412e-05 0.000257243 0.000376178 0.000494927 0.000367122 -3.99442e-05 0.000131969 -0.00236467 0.000416388 5.19382e-06 0.000271301 0.000498027 0.00083376 0.000396217 0.00166162 -2.38494e-05 -0.000699404 0.00162263 -0.000246657 -0.00278015 0.00177856
internal_weight=0 38.7147 36.6719 32.7294 31.4189 30.1653 29.2743 25.0172 24.0059 22.7765 21.2206 20.583 19.9949 19.2647 13.9693 13.3147 1.36169 11.953 9.70743 9.03573 8.56956 7.62185 6.5535 3.04112 1.48818 3.51238 3.94253 1.40014 2.31219 4.2571
internal_count=3121 2630 2372 2112 1856 1607 1551 1328 1225 979 846 840 818 806 680 589 127 462 416 372 362 340 301 100 67 201 260 108 491 223
is_linear=0
shrinkage=0.0034077


Tree=228
num_leaves=31
num_cat=0
split_feature=1213 31 1456 1456 15 403 133 52 1374 158 15 14 1 160 42 133 150 4 151 475 15 151 457 49 1 133 9 13 1 49
split_gain=1.1276 1.04987 0.917579 0.902332 0.898182 0.823955 0.836274 0.863824 0.726507 0.709922 0.672701 0.796141 0.715443 0.665636 0.765778 0.657165 0.746882 0.634214 0.577294 0.564541 0.535035 0.615691 0.535436 0.532985 0.516139 0.522669 0.499971 0.49611 0.464035 0.421452
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -0.24436499999999997 -0.082384999999999986 -0.25159999999999993 -0.43320999999999993 0.093235000000000012 0.090905000000000014 -0.095869999999999983 0.076175000000000007 0.10752500000000002 -0.091944999999999985 -0.095859999999999987 -0.030254999999999994 -0.22665999999999997 -0.49405499999999997 -0.033849999999999991 -0.086004999999999984 0.091650000000000023 0.057610000000000008 -0.0029299999999999994 -0.087004999999999985 0.11230000000000001 0.089755000000000015 0.084755000000000011 -0.15416999999999995 0.11785500000000002 -0.072814999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=19 -2 18 4 28 27 -7 -8 9 10 12 13 29 15 -15 -12 -17 -16 -3 -1 21 22 -19 -24 25 -22 -25 -6 -4 -9
right_child=1 2 3 -5 5 6 7 8 -10 -11 11 -13 -14 14 17 16 -18 20 -20 -21 24 -23 23 26 -26 -27 -28 -29 -30 -31
leaf_value=0.0029124601680189 0.0030282270310203314 0.0009229718514420066 0.0005701413932419411 -0.0024188005686844451 0.0013707800257868443 -0.0024032798016715064 -0.0024605457957300098 0.0010751749996808192 -0.002614320002048226 -0.0024085439183971118 0.0025288888383825691 -0.0018843296002102642 0.00054125538331522107 -0.0011585577224634467 -0.0007619760881949812 0.0030647522935440658 -0.0027103169027447149 -0.0010330160665543524 -0.0028756198538511467 -0.0026541985085695137 -0.0022467225401772745 -0.00025168899927466884 -0.00081668130130426266 0.0021470080810703758 0.001846372604264287 0.0013931322458134237 -0.00055698725217254662 -0.0027530410510001853 0.0028362280299813699 -0.0020220434188850684
leaf_weight=0.15355076640844356 0.79339637630619009 0.39291422220412631 1.8596488782204645 1.282010223250835 0.27245379192754615 1.1435761760221854 1.0405286225723092 0.40216034441255066 0.72912044380791385 0.78056696860585262 0.33325098454952229 1.0077886695507903 2.3041973300278187 1.3797295708209443 1.4237758528907019 0.20584484189748753 1.1709746577544304 0.54283389262857085 1.533375015715136 1.9652342504123217 0.95716825919225745 1.4906607114244241 0.56502584181726945 8.6841343422419577 0.7115272395312785 0.45502822799608111 0.56963718449696976 1.3996902428334603 1.1391775624360887 2.3531019473448493
leaf_count=4 86 27 53 262 6 156 205 13 32 59 7 33 52 57 36 3 141 42 231 487 49 56 18 358 19 20 35 327 147 100
internal_value=0 -0.00015335 -0.000223216 -0.000117473 -2.78565e-05 -0.000174058 -6.11802e-05 3.76269e-05 0.000137349 0.000216533 0.000299974 0.000535709 -0.000608469 0.000667615 0.000836974 -0.000994166 -0.0018469 0.00101576 -0.0021008 -0.00225078 0.00119687 0.00142844 0.00167014 0.00181959 -9.5508e-05 -0.00107391 0.00198056 -0.00208112 0.00143097 -0.00156997
internal_weight=0 36.9233 36.1299 34.2036 32.9216 29.9228 28.2506 27.1071 26.0665 25.3374 24.5568 19.4974 5.05946 18.4896 16.7795 1.71007 1.37682 15.3998 1.92629 2.11879 13.976 11.8523 10.3616 9.8188 2.12372 1.4122 9.25377 1.67214 2.99883 2.75526
internal_count=3121 2630 2544 2286 2024 1824 1491 1335 1130 1098 1039 874 165 841 690 151 144 633 258 491 597 509 453 411 88 69 393 333 200 113
is_linear=0
shrinkage=0.002796


Tree=229
num_leaves=31
num_cat=0
split_feature=1 484 2 9 3 3 4 4 150 150 39 15 2 0 15 12 133 48 47 376 1 52 48 0 4 43 13 4 42 3
split_gain=1.05305 0.819846 0.732125 0.72743 0.636846 0.761288 0.732145 1.36829 0.620056 0.841861 0.705113 0.585729 0.578114 0.526232 0.592494 1.325 0.516055 0.486946 0.547943 0.576448 0.563901 0.445503 0.493696 0.44283 0.423754 0.463806 0.835632 0.592628 0.479591 0.451578
threshold=0.094385000000000011 -0.0068949999999999992 0.14753000000000002 -1.0000000180025095e-35 -0.12018999999999998 0.0051600000000000005 -0.083854999999999985 -0.084369999999999987 0.081835000000000019 0.15024000000000001 0.16946000000000003 -0.49307999999999996 0.096540000000000015 -0.13455999999999999 0.090455000000000021 0.088615000000000013 0.0068000000000000014 -1.0000000180025095e-35 0.14256500000000003 1.0000000180025095e-35 0.14000500000000002 0.10160000000000001 0.086260000000000017 -0.22491999999999998 0.24564500000000003 -0.074359999999999996 0.23855500000000004 0.09173000000000002 0.089015000000000025 0.30112000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 16 6 7 12 10 -10 11 -5 -6 -8 -15 -16 -3 -13 19 20 24 22 23 -7 25 26 27 28 -19 -27
right_child=2 4 -4 8 5 21 13 -9 9 -11 -12 17 -14 14 15 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=-0.0030419559217625984 0.0032650131158810593 0.0010117022040792571 0.0024333057851382285 0.0030823475710569171 -0.0021941826436272585 0.0026274775753693546 0.00055567813327054097 0.0044259745219938501 0.0016591686647474859 -0.0019655763826349998 0.0034662533861882527 -0.0026720563619952605 0.0019073000177352957 -0.0028480598670114804 0.0021191262840832194 -0.0030486028546695982 -0.0017146716569779565 0.0015167535847527799 -0.0030094586931273012 0.003064885695006635 0.002951954129041427 -0.0018539936066550129 -0.001047953262979064 0.00022166423368831444 7.640188373038465e-05 -0.0026278109182905495 -0.0033345296645424928 0.0043551348851119448 -0.0030828492929052755 0.00050830487264122177
leaf_weight=1.3172843473730633 0.62301284063142048 3.1744477453175981 1.2855862230062474 0.39562400616705851 1.2952680796151983 1.0928241219371555 0.68811038462445306 0.50140671338886278 3.1887912563979621 0.70442489907145489 0.41633747052401382 0.96420859987847762 0.40659740124829102 4.1054708249866865 0.79378166352398682 1.0219762615161014 0.77846987545490254 0.58057173178531207 0.69911294151097614 0.44816160178743381 0.42625334765762168 0.94916021404787887 1.408250266453251 1.8641083424445253 4.4220849100966007 2.1570485455449568 0.50097647309303273 0.38412891328334808 0.3148116571828723 0.51147898565977801
leaf_count=397 80 102 112 36 243 17 28 20 155 7 8 26 14 886 47 281 35 28 16 36 16 25 33 50 122 216 16 3 49 17
internal_value=0 -0.000756418 0.00025105 8.34287e-05 -0.000589896 -0.000887807 -0.00142876 6.92887e-05 -3.95802e-05 0.00100332 -0.00037182 -0.000507187 -0.00121429 -0.00192814 -0.00221679 -0.000789464 0.000474782 -0.000631661 -0.0004433 -0.000259211 -0.000419443 9.23154e-06 0.000414369 0.00111081 -0.000581438 -0.0012353 -4.91552e-05 0.00123719 -0.00010044 -0.00202671
internal_weight=0 19.3972 18.0226 16.737 18.0799 14.127 8.81261 2.20327 16.114 3.89322 12.2208 11.8045 1.70187 6.60934 5.92123 1.81576 3.95292 11.4088 10.4446 9.74552 9.29735 5.31434 4.36518 2.95693 8.8711 4.44902 1.78049 1.27951 0.895383 2.66853
internal_count=3121 2178 943 831 1781 1644 1519 277 751 162 589 581 257 1242 1214 328 137 545 519 503 467 125 100 67 451 329 96 80 77 233
is_linear=0
shrinkage=0.00300078


Tree=230
num_leaves=31
num_cat=0
split_feature=1 0 160 31 2 16 123 130 48 4 51 3 150 148 4 43 52 124 4 14 0 159 2 13 15 133 133 3 1212 2
split_gain=2.72242 1.6604 1.32437 1.18929 1.43951 1.37528 1.33127 1.07558 1.33337 1.79908 1.36228 1.03723 0.93721 0.921355 0.917421 1.39885 0.945497 0.851178 0.945293 0.768096 0.903297 0.734142 1.40877 0.655032 1.38948 1.08617 1.68611 0.797173 0.687324 0.629219
threshold=0.089770000000000016 -0.060129999999999996 -0.40698999999999991 -1.0000000180025095e-35 0.090310000000000015 -0.15012499999999998 0.08592000000000001 -1.0000000180025095e-35 0.12649500000000002 -0.16363499999999997 0.13302000000000003 0.013900000000000001 -0.099594999999999975 -0.080634999999999984 -0.49405499999999997 -0.52440999999999993 0.11434500000000002 0.51890000000000014 -0.083249999999999977 -0.10708499999999999 -0.083804999999999977 0.092630000000000018 0.10912000000000001 -0.076599999999999988 -1.0000000180025095e-35 0.076280000000000014 0.091935000000000003 -0.20241999999999996 -0.50120999999999993 -0.13033999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 -2 -4 5 -5 7 -6 9 -9 -10 23 -7 -11 15 -3 21 18 -14 20 -15 22 -16 24 -1 28 -27 -25 -26 -20
right_child=2 14 3 4 6 12 -8 8 10 13 -12 -13 17 19 16 -17 -18 -19 29 -21 -22 -23 -24 27 25 26 -28 -29 -30 -31
leaf_value=-0.0024400035567188794 -0.002484925672228285 0.0016378433830877206 0.0027888342833338555 0.00076859500808523545 0.0027120933986121282 0.0024924238462823295 0.0026061405150977191 -0.0022746022677394909 -0.0029759873560768679 -0.0015692015416945812 0.00059920668045681071 -0.00025666006195450064 0.0016041005380330029 -0.0015338831324800779 0.0023046882270848631 -0.002312991515657903 -0.001960656901057531 0.001961749092019838 0.00038798582546512831 0.0016341013449836989 0.0018593474429145357 -0.00096772488124575117 -0.0012814737208673424 0.0012322559696592266 0.0018672955700559336 0.0033156889481690205 -0.0025757015647766752 -0.0025662205208876552 -0.0018997498273806081 -0.0021936598888470009
leaf_weight=3.118343319511041 1.1380600316915686 0.78924332559108767 1.157218724489218 3.4918134026229382 1.1627082726918239 0.42204689886420954 1.9474486554972816 1.2311363755725384 1.517814816441388 0.83053145091981306 1.2208790304139254 3.8601450864225617 0.53311088727787126 1.206300877965987 2.9631010107696043 2.0383899342268705 0.81765612424351264 0.45343313366174687 0.67664897488430131 6.512094684876474 0.84832505648956136 0.99067156529054035 0.90872417669743288 0.37327452749014156 0.3693898227065805 1.0190280224196611 0.44226714083924878 5.8164038052782416 1.8352196402847796 5.247497746255247
leaf_count=460 61 8 84 79 43 9 110 101 27 19 20 77 20 25 35 68 32 3 26 183 36 23 69 7 14 26 68 846 234 308
internal_value=0 -0.00094477 0.000180392 0.000286976 0.000180932 -0.00053289 0.000649871 0.000387669 0.000185484 0.000589441 -0.00138221 -0.00140327 -0.00115265 0.000964661 -3.75473e-05 -0.00121024 0.000546231 -0.00137526 -0.00160959 0.00121031 -0.000132868 0.000967779 0.00146301 -0.00174442 -0.00120365 -0.000151959 0.00153263 -0.00233715 -0.00126857 -0.00189879
internal_weight=0 25.3419 29.5971 28.459 27.3018 10.8246 16.4772 14.5298 13.3671 10.6284 2.73869 16.8341 7.33274 9.39725 8.50779 2.82763 5.68015 6.91069 6.45726 8.56672 2.05463 4.8625 3.87183 12.9739 6.78425 3.6659 1.4613 6.18968 2.20461 5.92415
internal_count=3121 1967 1154 1093 1009 445 564 454 411 364 47 1732 366 263 235 76 159 357 354 244 61 127 104 1655 802 342 94 853 248 334
is_linear=0
shrinkage=0.00251965


Tree=231
num_leaves=31
num_cat=0
split_feature=1213 123 1456 130 10 1456 151 1425 15 11 1348 14 3 39 0 16 0 0 3 43 12 160 159 133 475 15 453 457 15 160
split_gain=0.987863 0.907691 0.928858 0.836122 0.770494 0.93864 0.699722 0.731026 1.13488 0.747713 0.689986 0.867808 0.941526 0.692186 0.747395 0.858644 0.762074 1.1882 0.678021 0.936285 0.702761 0.984189 0.665304 0.544479 0.525039 0.524518 0.503894 0.486744 0.468195 0.454128
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.083760000000000015 -1.0000000180025095e-35 -0.40381499999999992 1.0000000180025095e-35 -0.24436499999999997 0.087925000000000017 0.090205000000000021 0.076175000000000007 -0.12018999999999998 0.16946000000000003 -0.10096999999999999 -0.014034999999999997 -0.084269999999999984 -0.083914999999999976 0.14121000000000003 -0.074359999999999996 0.10097500000000002 0.085330000000000003 -0.50206999999999991 -0.089569999999999983 -0.086004999999999984 -0.024814999999999997 0.089215000000000017 -0.065884999999999985 -1.0000000180025095e-35 0.086325000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=24 2 3 4 5 26 -7 8 -8 10 11 12 28 14 15 27 22 -18 19 20 21 -19 -16 -3 -1 -25 -2 -14 -10 -29
right_child=1 23 -4 -5 -6 6 7 -9 9 -11 -12 -13 13 -15 16 -17 17 18 -20 -21 -22 -23 -24 25 -26 -27 -28 29 -30 -31
leaf_value=0.00344280697898512 -0.0033949641096267676 -0.0025197053412860044 -0.0033596081489808177 -0.0029890941626470142 0.0034626348624191847 -0.0030926394889940114 0.0027414831657317754 -0.0042558641156843768 0.0031189333494755665 -0.0033652885572574881 0.0036190340004194923 -0.0035387859119904246 -0.0024029736489055166 0.0037122738118262463 0.0034207708482948814 0.0025719601636679302 0.0043981295634423715 -0.0022638018288394209 0.00088926509133247444 -0.0029166435823271288 0.0033285935660581313 0.0036347958552445715 -0.0033768646160027794 0.0030444805331340348 -0.0031019369132933871 0.00037944067078380978 0.0035066399438685976 0.00078131656775877565 0.00066854025237745814 -0.0011642263403998918
leaf_weight=0.14553063362836827 1.3325121656526011 0.34963453607633743 1.0818678630748753 1.1636673847679038 0.64197144797071715 0.8131132686976511 1.6675171100069004 0.42995234567206253 1.3672320826444777 0.73858824616763641 0.57004193821921845 0.76484598033130069 0.91585253598168481 0.46986675774678488 0.17253650305792723 1.5495835151523651 0.50333653262353539 1.4375914351549193 1.7496329175774006 2.5241685815852617 0.53360949188936491 0.39576974441297341 1.870027465047343 1.7769248639233415 1.7709137696074311 1.4892831062898026 0.1271350176539271 4.2890467593679205 2.2854772768914939 1.8990870225243268
leaf_count=4 223 17 256 277 39 56 121 60 39 54 25 41 32 16 7 40 19 157 33 322 26 11 315 193 487 53 3 100 60 35
internal_value=0 -0.00016247 -0.000344019 -0.000236033 -0.000125747 -0.000206842 -6.67113e-05 2.7436e-05 9.90835e-05 -8.42329e-05 1.97838e-05 -7.04905e-05 5.02914e-05 -0.000256017 -0.000360532 0.000337992 -0.00101852 -0.000508417 -0.000880308 -0.00151331 -1.6777e-05 -0.000990465 -0.00280266 0.00140878 -0.00260494 0.00182931 -0.00279384 -0.000149301 0.00158574 0.000184246
internal_weight=0 34.9099 31.294 30.2122 29.0485 28.4065 26.9469 26.1338 25.7038 24.0363 23.2977 22.7277 21.9628 18.3101 17.8402 8.65357 9.18667 7.14411 6.64077 4.89114 2.36697 1.83336 2.04256 3.61584 1.91644 3.26621 1.45965 7.10399 3.65271 6.18813
internal_count=3121 2630 2367 2111 1834 1795 1569 1513 1453 1332 1278 1253 1212 1113 1097 207 890 568 549 516 194 168 322 263 491 246 226 167 99 135
is_linear=0
shrinkage=0.00331226


Tree=232
num_leaves=31
num_cat=0
split_feature=31 2 1456 403 123 457 2 160 4 0 0 4 15 457 15 1 48 13 13 132 1375 1 50 50 10 2 3 1 48 3
split_gain=0.903373 0.927451 0.834095 0.831453 0.719473 0.683913 0.916354 0.654124 0.559088 0.945374 1.06869 0.732623 0.59658 0.53144 0.583547 0.653561 0.658509 0.599776 0.880615 0.618551 0.715937 0.587658 0.519255 0.950424 0.533852 0.497419 0.460008 0.449129 0.432408 0.418489
threshold=-1.0000000180025095e-35 0.089885000000000007 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.088350000000000026 0.11411 0.083670000000000008 -0.083854999999999985 -0.10607499999999999 -0.055064999999999996 -0.084369999999999987 -0.11713499999999999 -0.14941999999999997 0.095175000000000023 0.13842500000000005 0.11951500000000001 -0.53104499999999988 -0.091904999999999987 0.081465000000000024 -0.012484999999999998 0.10538500000000002 0.10030500000000002 0.10124500000000002 0.083760000000000015 0.094835000000000017 0.092670000000000016 0.12873500000000002 -0.015314999999999997 -0.097604999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 13 26 8 11 12 22 -5 -10 -4 15 16 17 -15 -19 20 -20 28 24 -24 -11 -6 -7 -16 -22 -30
right_child=1 2 4 7 25 6 -8 -9 9 10 -12 -13 -14 14 27 -17 -18 18 19 -21 21 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0030555279693068858 -0.0026008756820923708 -0.0029569384077290811 0.0026515963030380833 4.0428713343727634e-05 -0.0017604285621539704 0.00021662370745583566 -0.0015443857368356464 -0.0023425167413067549 -0.0015211522074814522 -0.0029584040978654033 0.00037641768920366678 0.0043088275958898716 0.0013813252040831149 -0.0026267415047566559 -0.0030039300302852514 0.0027691863169733966 -0.0023267015843561486 0.0013771933827738498 0.0030354296233294437 0.0015952105421732188 0.0026474729902830471 0.00014435466493457064 0.0035727242278733484 -0.0028948685204387777 0.0030068641111255516 0.0020953896627429209 0.0031372051138616767 0.00041855922284635627 -0.00082728660048256948 -0.0028795248687696622
leaf_weight=0.6641831980086853 1.9341249373974267 0.70625251717865722 0.49167701834813193 1.2314858018653465 0.3101358981803054 0.6319033633917569 0.69418874057009805 1.5106936550000671 0.76672886183951083 2.9245934595819509 2.0250643745530539 0.44483577017671905 2.3076019170693991 0.70251616789028304 1.0912806624546654 0.58989476901479143 1.17916078621056 3.0388475887011754 0.36704196478240181 1.0102944634854791 0.16998960531782481 2.0255272873910144 0.32852698094211508 0.42163639841601253 0.12722596386447538 2.2054630417842418 1.4303205965552477 0.43614638131111849 1.3959270442137506 1.9157048588385679
leaf_count=86 551 108 16 122 12 30 28 129 38 502 75 6 57 12 178 52 51 124 10 94 8 84 3 120 7 152 32 13 82 339
internal_value=0 -0.000301084 8.69894e-05 -0.00086544 0.000196193 -1.24095e-05 0.00128863 -0.000587773 -0.000337163 -0.00062158 -0.00129639 0.00117311 0.000657456 -0.000261209 -0.000364077 -0.000159197 -0.000305527 -8.12358e-05 9.89717e-05 -0.000465242 -0.000819617 -0.00107655 -0.00218739 -6.24472e-05 -0.00270972 0.00162002 0.00224229 -0.00202666 -0.00178684 -0.00201446
internal_weight=0 34.4148 20.3923 14.0225 19.686 17.1704 2.75641 12.0884 10.5777 8.90138 5.82705 1.67632 3.07433 14.414 13.9223 12.3949 11.805 10.6258 9.92333 6.88449 5.87419 5.50715 3.80198 0.750163 3.05182 2.5156 2.06222 1.52743 3.48162 3.31163
internal_count=3121 3035 1425 1610 1317 1153 90 1059 930 802 707 128 95 1063 1047 856 804 753 741 617 523 513 632 123 509 164 62 191 429 421
is_linear=0
shrinkage=0.00285076


Tree=233
num_leaves=31
num_cat=0
split_feature=4 12 151 3 31 15 14 151 1 13 132 133 0 0 3 50 47 1 16 0 39 0 52 0 49 1 42 16 48 13
split_gain=2.92254 2.31568 1.65845 1.38409 1.10668 1.03355 0.999766 1.08289 1.38137 1.09853 1.56844 0.956861 0.793824 1.22869 0.874901 0.655566 0.854206 0.699698 1.0011 0.616406 0.600252 0.580154 0.988748 0.619857 1.08334 0.526425 0.892086 1.25751 0.426557 0.771293
threshold=0.27287000000000006 0.084100000000000022 -0.27559499999999998 0.10732000000000001 -1.0000000180025095e-35 0.15614500000000003 0.076175000000000007 -0.024429999999999997 0.083135000000000014 -0.084034999999999985 0.081465000000000024 -0.0061299999999999992 -0.060129999999999996 -0.053834999999999994 -0.10831999999999999 0.11875500000000001 0.13252500000000003 0.111945 -0.54165499999999989 0.10455500000000001 0.092310000000000017 -0.23091999999999999 0.091275000000000009 -0.13455999999999999 -1.0000000180025095e-35 0.08844500000000001 0.090395000000000017 -0.078844999999999985 0.088005000000000014 -0.00051499999999999994
decision_type=2 2 2 2 2 2 2 2 2 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 5 -1 12 7 8 -6 11 21 -9 25 -14 19 16 17 18 -4 -15 -13 -11 23 24 -23 -3 27 -27 -10 -30
right_child=2 3 15 -5 6 -7 -8 9 28 10 -12 20 13 14 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0020709539767981709 -0.0019184217222224882 -0.0017323489200007506 0.0020486776315229494 0.00058621192913879065 -0.0019343544979664124 0.00055335543743414148 -0.0015588170538928872 -0.0017396765932167562 0.0016393970771784265 0.00033388648099831587 0.0018678994200215589 0.0014521680176304958 0.0016219229017705081 0.00066677262031118224 -0.0019369847944835472 -0.00076796057221513111 -0.001389477257543108 0.0019660291940934238 -0.00015570339353048333 -0.0013641076589165466 -0.00064797632838185597 -0.0015473988190459276 0.00015440710239366894 -0.0017087274343042743 0.00085001155889815694 0.00055464190756125535 -0.0019309450333253268 -0.0017869882646063867 0.0018656391498315448 -0.00052915608178671697
leaf_weight=0.8493386004120137 0.75759850442409504 7.9359136873390579 1.2249849317595365 2.003772913478314 0.60860163625330344 1.3186700562946487 1.6356689259409893 0.51751140644773874 2.448674148414284 1.5561009030789179 0.89585654623806554 2.5065753927920063 0.79983842559158791 1.3228350444696846 1.788014499470594 0.66939176246523846 0.43009382113814343 3.3669653469696641 1.8671308583579938 0.90280066151171912 0.60694904532283533 1.6547969207167628 2.3437780323438346 4.3746017976663838 1.145002126693728 2.0745017526205634 2.1490185253787786 1.3653692121151833 0.82189329341053952 1.1706082150340078
leaf_count=47 15 1313 38 25 77 27 56 43 73 31 22 95 27 27 114 15 7 231 46 73 10 27 46 166 26 69 187 132 40 16
internal_value=0 -0.000468759 0.000754358 -0.000914001 -5.19067e-05 -0.00106693 -0.000132808 -1.98608e-05 0.000742809 -0.000266721 -0.000543648 0.000646201 -0.00118344 -0.000522608 -0.000949969 0.00102225 0.0011962 0.00136837 0.000717593 -0.000157028 0.00104277 -0.000738731 -0.00091409 -0.00126315 -0.000566957 -0.00141863 -0.000973168 -0.000374809 0.00110968 0.000458681
internal_weight=0 44.7967 8.31617 21.6607 23.136 19.657 22.2866 20.6509 5.04978 15.6012 11.9701 3.63104 18.3383 4.81349 4.01365 7.55857 6.88917 6.45908 3.09212 2.22564 3.11352 11.0743 9.51818 7.1744 2.7998 13.5248 5.58889 3.43987 4.44118 1.9925
internal_count=3121 2769 352 1994 775 1969 728 672 206 466 318 148 1942 241 214 337 322 315 84 100 105 296 265 219 53 1701 388 201 129 56
is_linear=0
shrinkage=0.00189484


Tree=234
num_leaves=31
num_cat=0
split_feature=4 12 151 43 3 3 15 52 50 0 0 16 15 43 47 52 52 16 1 42 3 133 133 15 151 14 2 13 3 49
split_gain=3.89105 3.08543 2.20443 1.56571 1.40995 1.2345 1.15653 1.04339 0.994384 0.984084 1.15048 1.14692 0.91555 0.874727 0.859705 0.843631 0.817338 0.774071 1.0122 1.60145 0.701584 0.679159 1.65232 0.963238 0.658445 0.605075 0.602527 0.513353 0.718956 0.445417
threshold=0.27834500000000006 0.051320000000000005 -0.27559499999999998 -0.04890499999999999 0.14121000000000003 0.31299000000000005 0.15614500000000003 -0.012164999999999999 0.11875500000000001 -0.060129999999999996 -0.053834999999999994 0.38525000000000004 -1.0000000180025095e-35 -0.40263499999999991 0.12794000000000003 0.081010000000000013 -0.087284999999999988 -0.078844999999999985 0.08844500000000001 0.090690000000000007 -0.10831999999999999 0.083950000000000011 0.084415000000000018 0.091295000000000015 -0.086654999999999982 -0.46885499999999997 0.10855000000000002 -0.094514999999999988 -0.087909999999999988 -0.069799999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 7 6 16 9 13 14 17 -11 12 -12 -1 25 -9 26 18 21 27 -14 -3 -23 -24 -18 -4 -5 -20 -29 -26
right_child=2 4 8 5 -6 -7 -8 15 -10 10 11 -13 20 -15 -16 -17 24 -19 19 -21 -22 22 23 -25 29 -27 -28 28 -30 -31
leaf_value=-0.00067873745931848039 -0.0019525350499956923 -0.0018375166160817607 0.00022142819155689434 -0.0019977446682259469 0.00055425081306423156 0.0013193957420216276 0.00054561602093404808 -0.001422523699504283 -0.0011516844466014432 0.0014403356574056944 0.0019323181169975578 -0.0020051544950124046 8.6974883630404007e-05 0.0017875112682805344 -0.00099519185246140993 0.00065541215524464957 0.001029113898079948 -0.0017267685120843481 0.0020369834796630476 -0.0021057226715329972 -0.0017634288907518593 0.0036948058112374811 -0.0019312207045345726 0.0012907187414078025 -0.0012974458544700988 0.0017289495235233761 -0.00025273797847954934 0.0013327846097363697 -0.0010549648411799784 -0.00022842756053388706
leaf_weight=0.61062420159578357 0.92104757577180763 4.3993299487046968 1.1343585606664408 1.9090277175419061 2.222592106088995 1.5247195353731502 1.6062807510606933 1.0671647945418983 0.63136731274425972 0.95833650697022665 0.60782834375277195 1.9023669189773498 1.9553733328357343 3.3698617294430733 0.53587698005139817 2.0543353878892958 1.2984448783099676 9.1865362469106913 0.70709870010614428 1.0655196472071109 1.1816378105431817 0.28719368390738997 1.4458207245916126 0.43356144847348321 1.6772927176207328 6.1227880930528036 1.1336427400819955 0.90167566481977734 0.91153750009834755 8.506253552157423
leaf_count=13 15 519 34 83 22 53 29 24 14 28 13 125 34 119 10 36 20 1077 5 47 55 5 175 18 29 267 22 18 48 164
internal_value=0 -0.000494683 0.000832316 2.44484e-05 -0.000898362 -0.000303536 -0.00101555 0.000765642 0.00113679 -0.00111221 -0.000480409 -0.000806361 -0.000197378 0.00140918 0.00132219 -5.49834e-05 -0.000473903 -0.00132802 -0.000967179 -0.000157074 -0.000610028 -0.0014096 -0.0005407 -0.00118794 -0.000242381 0.00149331 -0.00134759 0.000666762 0.000132417 -0.000404501
internal_weight=0 52.9241 9.34544 23.1514 29.7727 16.0494 27.5501 7.10199 8.42439 25.9438 6.60554 5.64721 3.74484 3.98049 7.79302 3.1215 14.5247 19.3383 10.1517 3.58583 3.13701 6.56591 2.16658 1.87938 11.482 7.25715 3.04267 2.52031 1.81321 10.1835
internal_count=3121 2781 340 563 2218 371 2196 192 325 2167 255 227 102 132 311 60 318 1912 835 118 89 717 198 193 213 301 105 71 66 193
is_linear=0
shrinkage=0.00189594


Tree=235
num_leaves=31
num_cat=0
split_feature=1 3 0 12 40 1 3 39 16 453 42 160 4 52 12 48 4 43 12 16 2 15 484 454 151 52 52 4 402 4
split_gain=3.83592 1.50896 2.051 1.50262 1.4742 1.30656 1.18847 1.15351 1.13824 1.26146 1.09537 1.02966 0.957028 0.928995 0.910949 0.957831 0.899919 0.806445 0.768788 0.668595 0.663596 1.13397 0.636067 0.613487 0.584297 0.571726 0.786595 0.800757 0.611065 0.665963
threshold=0.099195000000000019 0.090900000000000009 -0.060129999999999996 -0.064509999999999984 0.57330500000000006 1.0000000180025095e-35 0.31299000000000005 0.15619500000000003 0.064860000000000015 1.0000000180025095e-35 0.092620000000000022 -0.079279999999999975 0.40124500000000002 0.10160000000000001 0.11734000000000001 0.12649500000000002 -0.49013999999999996 -0.52440999999999993 0.08401500000000002 0.25084500000000004 0.090310000000000015 -0.11713499999999999 0.085515000000000022 0.085470000000000004 0.15288500000000002 -0.080114999999999978 -0.087769999999999987 0.0067750000000000006 -0.47520499999999993 -0.16363499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -2 24 7 8 9 11 16 22 23 -3 15 20 19 -12 -18 -4 21 -13 -5 25 -1 26 27 -7 -27 -30
right_child=3 13 10 6 -6 12 -8 -9 -10 -11 17 14 -14 -15 -16 -17 18 -19 -20 -21 -22 -23 -24 -25 -26 28 -28 -29 29 -31
leaf_value=-0.0016434322466302095 0.0015591253664331193 0.00059350025372187322 -0.0019140579564983127 -0.0016363368349967863 -0.0024679291121335709 -0.0016599264101015785 0.0019053605212596685 0.002069211744817989 -0.00098469247004109904 -0.0017741071932457087 0.0012195041493660672 -0.0013383574884472714 0.0020166647592635262 -0.0011680666696925379 -0.00094342824711540838 -0.00057105089881405674 0.0016791961057333045 -0.0020643799987850632 0.00011620945383561351 0.00060999460314341324 0.001457513749494206 0.0011628799627465384 0.00034379850807881635 0.0013878484304838817 0.00056461135644672426 0.0013566172380881218 0.0014644533726023664 0.0012937131058019162 0.0010777048479333191 -0.0013903155567822388
leaf_weight=11.043022904777899 4.1526069906540242 4.5017625531181684 0.88556096935644724 1.3746828464791243 0.33829467371106137 1.1211704516317698 1.1412584120407689 0.84815344866365094 4.2365187616087487 1.1153767192736257 0.32455773651599873 0.94708745647221837 0.44244583882391531 1.3358993064612148 1.252464064862578 1.5677139665931461 1.8811084656044865 1.2424777443520723 2.5521732987836003 0.60982041619718075 4.6027897326275706 1.8268281947821394 0.93991495948284853 0.43300752155482847 0.42840098822489459 0.32499748282134344 0.76887378236278703 0.43973794113844622 0.39949793461709937 6.4600636842660615
leaf_count=1411 255 81 31 38 3 63 60 25 175 17 4 16 9 24 27 23 35 74 58 18 122 37 18 7 14 6 17 13 6 434
internal_value=0 -0.000670987 -0.000842271 0.000286765 0.00125577 -0.00112938 6.75655e-05 -4.45257e-05 -0.000144886 0.000116205 -4.91454e-06 0.000284723 -0.000652858 0.000190381 0.000538264 0.000745742 0.000359661 -0.00138424 0.000779408 -0.000884743 0.00102559 0.000308892 -0.000832241 -0.000771595 -0.00156097 -0.000869874 -7.13311e-05 -0.000827829 -0.00112882 -0.00124658
internal_weight=0 35.1946 29.3569 24.3437 4.4909 21.8612 19.8528 18.7115 17.8634 13.6269 7.4957 12.5115 10.3898 5.83766 10.1969 8.94442 5.92866 1.56704 4.43328 1.49538 7.37671 2.77392 2.3146 9.94735 11.4714 9.51434 2.32978 1.56091 7.18456 6.85956
internal_count=3121 2305 2200 816 258 1980 558 498 473 298 220 281 555 105 225 198 142 78 93 49 175 53 56 546 1425 539 93 76 446 440
is_linear=0
shrinkage=0.00185503


Tree=236
num_leaves=31
num_cat=0
split_feature=1 0 52 3 47 15 48 160 1 1 50 4 3 4 52 43 15 51 403 1429 51 0 51 0 0 42 151 16 43 457
split_gain=6.42517 1.99703 1.94714 1.84191 1.71043 1.62549 1.47824 1.69379 1.39472 1.35465 1.31423 1.28441 1.2615 1.17518 1.68702 0.854261 0.8561 0.822663 1.11387 1.19046 1.09132 0.788097 0.783709 0.665391 0.659518 0.587521 0.567082 0.515362 0.500912 0.488169
threshold=0.094385000000000011 -0.0058249999999999994 -0.43320999999999993 0.090900000000000009 0.096300000000000011 0.035560000000000008 0.12879500000000002 -0.51146999999999987 0.11146500000000002 1.0000000180025095e-35 0.11843500000000001 0.053925000000000008 0.16158000000000003 -0.49405499999999997 0.10347000000000002 -0.023869999999999995 -0.10653 0.078435000000000019 0.03138500000000001 0.084770000000000012 0.086685000000000012 -0.062294999999999996 0.084305000000000019 -0.10324499999999999 -0.074229999999999977 -0.090219999999999981 0.15288500000000002 -0.5335399999999999 -0.043144999999999996 0.51767500000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 9 5 6 7 -4 -7 26 29 17 15 14 -3 16 -6 18 19 -11 -19 -18 -5 -10 27 -20 -1 -17 -15 -9
right_child=2 13 4 22 12 8 -8 10 23 11 -12 -13 -14 28 -16 24 21 20 25 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0012391639255050048 -0.0014636781536466375 -0.0016102841286935172 -0.0015560859343898767 0.00067616498562799604 0.00087405653053512138 -0.0011759779687938164 -0.00080215375504856935 0.0011381190452559465 0.0014150662623762073 -0.0014560922444101843 -0.00086968675563904639 0.00092111020240232325 0.0012288346150067301 0.0012356281095488139 0.00050998064475528892 -0.0002857880997687031 -0.0015310919210458924 0.00094912047271718096 0.0015570042760898847 0.0010683587624162277 -0.0010166614541479268 0.00021417917217002983 -0.0007143783048303104 -0.00013520462166749755 7.5987455481215017e-05 -0.00049018518925442157 0.00038798873705920818 -0.0016029421428548263 0.00019198834268734582 -0.00017964902205791971
leaf_weight=14.977588879410181 1.2796971211209918 1.6999989463947716 0.56210908200592768 2.3010585755109783 1.6887571671977641 1.8116737147793163 1.1419611126184452 13.536372404079879 0.96632424369454417 4.7952783089131099 0.74955600965768177 1.1424706415273238 1.1570032127201555 1.3416899694129822 1.4208264546468852 0.87927435152232636 0.88774457713589106 1.2485917340964081 0.45552070299163461 0.41892580222338427 1.0917436797171829 1.3377382364124057 1.3128555426374076 1.3957924870774148 1.1644111787900313 0.79151249537244417 0.45516836829483587 2.0205191038548946 3.2366888523101798 0.60573862865567285
leaf_count=1500 119 56 12 33 26 82 10 464 14 325 22 23 25 30 17 13 34 20 8 9 43 18 25 30 19 38 14 48 37 7
internal_value=0 -0.000615559 0.000271072 -0.000788223 0.000345305 0.000573089 0.000774572 0.000891084 -0.00022804 -0.000924827 0.000983456 -0.000511469 -0.000172564 3.45944e-05 -0.000644986 -0.000375789 0.000103051 -0.000697422 -0.000961665 -0.00125327 3.21023e-05 -0.000482009 0.000171011 0.000499 -0.000836961 0.000257619 -0.00119117 -0.00120356 0.000497826 0.00108168
internal_weight=0 36.6899 31.1847 28.9907 29.905 20.7695 16.5957 15.4538 4.17379 25.3768 14.8917 9.94404 9.13545 7.6992 3.12083 7.97844 3.91424 8.80157 6.46124 5.2142 2.34034 2.22548 3.61391 2.36212 4.0642 1.24703 15.4328 2.89979 4.57838 14.1421
internal_count=3121 2178 943 2038 824 641 515 505 126 1980 493 466 183 140 73 158 78 443 380 334 63 52 58 44 80 46 1514 61 67 471
is_linear=0
shrinkage=0.00143612


Tree=237
num_leaves=31
num_cat=0
split_feature=1 0 1 47 52 50 160 3 15 48 4 52 1 447 2 3 3 43 2 14 403 48 159 4 4 0 52 15 51 52
split_gain=4.24081 1.90383 1.67784 1.6679 1.63176 1.39552 1.2996 1.29468 1.156 1.5149 1.11757 1.2995 1.10212 1.0531 1.00728 1.21623 0.953953 0.880185 0.832489 1.47592 1.28372 1.17414 0.683499 0.664224 0.580435 0.571982 0.87707 0.557976 0.549346 0.869862
threshold=0.094385000000000011 -0.060129999999999996 1.0000000180025095e-35 0.096300000000000011 -0.24456499999999998 0.11610000000000001 -0.40698999999999991 0.16158000000000003 0.035560000000000008 0.12879500000000002 -0.49405499999999997 0.10347000000000002 0.11146500000000002 0.084700000000000011 0.10731 -0.116045 0.11296500000000002 -0.074359999999999996 0.073895000000000002 0.062655000000000016 0.03138500000000001 0.086260000000000017 0.088450000000000015 -0.0082299999999999995 0.09173000000000002 -0.074229999999999977 -0.069804999999999992 -1.0000000180025095e-35 -0.076794999999999988 -0.085264999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 16 4 27 6 -6 17 9 28 11 -3 -10 18 22 -16 -1 24 20 21 -4 23 -12 -20 -5 -19 -27 -2 29 -8
right_child=3 10 13 7 5 -7 8 -9 12 -11 14 -13 -14 -15 15 -17 -18 25 19 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0013432543078407183 0.00027128397473344309 -0.001719079276181919 -0.0015855769235618934 -0.00093632158432036265 -0.0013774488352830141 -0.0011544592429307574 0.0012468569270517101 0.00125205087402763 -0.0012372370944225225 -0.00084718289960356117 0.0012077933908784403 0.000337988193052137 0.00067294105745319187 0.0015438969889650781 0.00087969757770892598 -0.0016087685994012144 0.00021493852040986572 -0.0014259504505634009 -0.00013921128170364157 -0.0016210735820234997 0.00045743842804745101 -0.000751668302261614 -8.3983918334031539e-05 0.001288830726274131 0.00051783571307604755 -0.0014857749089909797 0.00070341883138414917 -0.0014718773157153643 0.0012527530509788467 -0.0010570903139804451
leaf_weight=12.257459619082512 0.65791736682876933 1.6618972462601962 3.020480095874515 0.96537619642913375 0.70235399017111433 1.0500758294947434 0.9410901851952076 1.0346254194155333 1.2062103054486208 1.0137588344514359 2.8393956143408996 1.3264912241138516 1.8208369733765719 0.62497289944440204 0.80346999689936627 1.1428399961441753 1.0225251633673895 2.9736555595882233 1.2645755819976328 1.3815704830922184 0.97800114192068566 2.0326419118791819 1.505644774995744 2.0519075691699986 2.0800561374053359 0.82036139024421573 0.94713300792500221 1.3384486841969216 10.605780792888249 0.67667967639864091
leaf_count=1428 22 64 282 41 20 44 35 25 53 9 35 18 36 12 8 99 9 66 24 75 43 26 24 31 24 19 25 98 415 11
internal_value=0 -0.000623887 -0.00084927 0.000184608 0.000432083 0.000579399 0.000686708 -0.000376853 0.000775845 0.000973436 -2.55822e-05 -0.000805984 -8.8222e-05 -0.000411824 0.000345109 -0.000581487 -0.00122328 -0.00059329 -0.000525745 -0.000192994 -0.00108587 0.00017585 0.000760166 0.000744318 5.68802e-05 -0.00101092 -0.000312669 -0.000897405 0.00112443 0.000283163
internal_weight=0 33.9139 24.6341 28.8344 20.0132 18.0168 16.9667 8.82121 16.2644 13.2373 9.27974 2.98839 3.02705 11.3541 6.29135 1.94631 13.28 7.78658 10.7292 6.7307 3.99848 5.34913 4.34504 3.31648 3.04543 4.74115 1.76749 1.99637 12.2236 1.61777
internal_count=3121 2178 1930 943 743 623 579 200 559 470 248 82 89 493 166 107 1437 175 481 156 325 81 59 55 65 110 44 120 461 46
is_linear=0
shrinkage=0.00154987


Tree=238
num_leaves=31
num_cat=0
split_feature=1 0 0 52 47 15 52 3 1 48 4 43 2 3 14 474 3 49 475 49 2 48 13 159 12 1 457 457 4 4
split_gain=5.87255 2.18762 2.0125 1.81514 1.72735 1.73989 1.34175 1.27865 1.27296 1.13348 1.04231 1.70882 1.15647 1.3965 1.02059 1.1277 0.918985 0.85609 0.795499 0.712047 0.719315 0.721687 0.701502 0.691937 0.678798 0.672841 0.549321 1.21352 0.687899 1.5987
threshold=0.094385000000000011 -0.060129999999999996 -0.10096999999999999 -0.43320999999999993 0.096300000000000011 0.035560000000000008 0.13796000000000003 0.16158000000000003 0.11146500000000002 0.12879500000000002 -0.49405499999999997 -0.52440999999999993 0.10731 -0.116045 0.062655000000000016 0.084660000000000027 -0.10519499999999998 0.0021350000000000002 -0.081629999999999994 -0.088694999999999982 0.089885000000000007 0.086260000000000017 -0.055129999999999992 0.088800000000000004 0.12757000000000002 0.14089500000000002 0.09061000000000001 0.092475000000000016 -0.083854999999999985 -0.084369999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 14 -2 5 6 9 16 -7 18 11 -3 23 -14 15 17 -6 19 -5 -1 -21 -22 -18 -12 -20 -24 28 -28 29 -4
right_child=3 10 26 4 7 8 -8 -9 -10 -11 12 -13 13 -15 -16 -17 22 -19 24 20 21 -23 25 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.001647117414701769 -0.0019023053712629394 0.0013585105525263275 -0.0015125390304136848 -0.00082494385010553704 0.0008782334916409728 -0.0015388080574116037 -0.00047977353288492056 0.0015441888950329125 0.00055232292341245918 -0.00078470449548775586 0.0014485518094948114 -0.0017565027065199967 0.001127776310933617 -0.0019522972624123126 -0.0019398409478663026 0.0013886179214244693 0.00015582454499360143 -0.0019354624843249148 0.0015292546644046342 -0.00075351670794269966 0.0013405714107116054 -0.00036572083104163887 -0.0016572021062621462 -0.00011675281559950465 -0.00039478234276095031 -3.2243421074618339e-05 0.001925795332540925 -0.0019261074540365736 -0.0017936118476322269 0.001861182853098668
leaf_weight=1.0634997556917349 1.2299204310402299 0.84243110939860377 2.2372933174483483 0.57327368017286495 1.3065294809639452 1.8151827389374364 1.9077325812540937 1.1754356548190115 2.3202874129638076 0.94926008209586221 2.994186017662285 2.2934140460565686 0.85105198249220881 1.3042233688756821 1.4043761808425177 1.2978862514719356 1.7722947099246082 1.2169761094264684 12.102750989142805 2.4947492713108659 1.8988743303343656 1.5962012945674358 3.385949411429463 1.4745543869212268 0.67740917205810625 1.2100858259946106 0.50460990518331417 0.66092578507959843 11.727290263399485 0.62970882188528499
leaf_count=25 119 8 273 14 18 82 47 25 44 9 36 74 8 99 77 21 47 75 425 48 31 23 82 23 20 11 6 47 1280 24
internal_value=0 -0.000789205 -0.00106592 0.000323564 0.000417331 0.000717393 0.000993661 -0.000272479 -0.000365538 0.00119019 -3.12808e-05 -0.000919668 0.000389286 -0.000736071 -0.000450865 -0.000232319 -0.000550709 -0.000486699 0.00133058 -0.00023673 1.36861e-05 0.000561308 -0.000843872 0.000932047 0.00142727 -0.00122937 -0.00149414 -0.000258455 -0.00159283 -0.000771534
internal_weight=0 36.4923 26.7324 30.4261 29.1962 20.3459 16.2104 8.8503 4.13547 14.3027 9.75986 3.13585 6.62402 2.15528 10.9726 9.56819 7.67486 8.2703 13.3534 7.05332 5.98982 3.49508 6.36833 4.46874 12.7802 4.59604 15.7598 1.16554 14.5943 2.867
internal_count=3121 2178 1930 943 824 641 515 183 126 468 248 82 166 107 300 223 158 202 459 127 102 54 140 59 445 93 1630 53 1577 297
is_linear=0
shrinkage=0.00187044


Tree=239
num_leaves=31
num_cat=0
split_feature=1 484 2 0 1 9 4 150 150 48 3 4 52 39 47 133 133 15 133 150 376 1 4 15 151 403 2 2 3 0
split_gain=1.10129 0.814301 0.696749 0.694414 0.83387 0.688739 0.594088 0.587698 0.742119 0.61011 0.584395 0.572233 1.00142 0.561436 0.573966 0.560586 0.999436 0.650764 0.801831 0.531599 0.516697 0.529445 0.609353 0.455627 0.492772 0.456488 0.660453 0.41715 0.689347 0.41371
threshold=0.094385000000000011 -0.0068949999999999992 0.14753000000000002 -0.060129999999999996 1.0000000180025095e-35 -1.0000000180025095e-35 0.053925000000000008 0.081835000000000019 0.15024000000000001 -1.0000000180025095e-35 0.11296500000000002 -0.49405499999999997 0.10347000000000002 0.16946000000000003 0.14256500000000003 0.083950000000000011 0.084415000000000018 0.091295000000000015 0.091935000000000003 -0.22665999999999997 1.0000000180025095e-35 0.14000500000000002 0.24564500000000003 -0.098289999999999975 -0.085369999999999988 0.03138500000000001 0.088850000000000012 0.10731 -0.116045 -0.084674999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 10 -2 19 9 -9 -7 15 12 -5 14 20 -3 -17 -18 -19 -6 21 22 -11 -21 -25 26 -26 -13 -29 -24
right_child=2 3 -4 11 6 7 -8 8 -10 13 -12 27 -14 -15 -16 16 17 18 -20 23 -22 -23 29 24 25 -27 -28 28 -30 -31
leaf_value=-0.0038700192389283738 0.0041136675207005431 -0.0038773257324838774 0.0030424220674059254 -0.004172140792955404 0.0045551801490149946 -0.0033394454965189856 0.0029142487523524966 0.0020320425959989919 -0.0023408206615097384 -0.0015415960737039753 0.0011288494492033526 0.0019020254508943688 0.0012596930451009394 0.004345590923312233 -0.0037646599575484395 0.0054184753721856762 -0.0038638137303169877 0.0038936407450825576 -0.0038926130024366096 -0.0040237275198693329 0.0038972619158647503 0.0036855555860805579 -0.00022714741411598773 0.0026866687914767402 -0.0032396125128613933 0.0016553431174154338 0.00017109640379107049 0.001952307434867678 -0.0039784501221165501 0.0023291669115855364
leaf_weight=1.3203315698774556 0.61027880723122763 2.8619530546711793 1.2913566136267025 0.96425795927643765 0.26344653964042652 0.97298283618875459 0.73407008126378048 3.2306309291161592 0.6873524785041808 4.3629028425784693 0.64215129613876332 2.8857123358175132 1.0199586849194018 0.38574933446943838 0.67265833169221956 0.27939135720953379 1.361068121972494 0.44367043301463116 0.34205826569814235 0.64235846092924465 0.44707402656786221 0.46241579228080887 3.6209088945761323 0.58578831423073996 1.7946249268716203 0.73917884856928129 1.5411053895950315 0.61226354166865304 0.53743412566836946 1.2415643411222843
leaf_count=397 80 685 112 43 2 26 18 155 7 329 7 54 18 8 16 7 352 15 85 34 41 27 75 19 265 46 39 8 84 67
internal_value=0 -0.000971909 0.000338044 -0.000762246 -0.00128519 0.000128855 -0.00031714 -2.23395e-05 0.00126489 -0.000436874 -0.00231369 0.000300299 -0.00137998 -0.000184566 -0.00034626 -0.00273173 -0.00138037 -0.0022652 0.000503982 -0.000743272 -0.000119378 -0.000304739 -0.000504749 -0.00100649 -0.000590641 -0.00106177 -0.00166387 0.0011265 -0.000820066 0.000425572
internal_weight=0 19.5708 17.9859 18.2505 12.2309 16.6945 6.30057 16.0842 3.91798 12.1663 5.93029 6.01963 1.98422 11.1933 10.8075 5.28814 2.42619 2.1468 0.785729 5.5665 10.1349 9.68779 9.22538 5.30306 4.6607 4.07491 3.33573 4.03541 1.1497 4.86247
internal_count=3121 2178 943 1781 1574 831 423 751 162 589 1151 207 61 563 555 1144 459 452 100 405 539 498 471 403 369 350 304 146 92 142
is_linear=0
shrinkage=0.00382148


Tree=240
num_leaves=31
num_cat=0
split_feature=1 0 12 1 3 51 4 47 151 50 457 3 2 42 4 52 14 2 51 403 130 159 4 47 47 0 3 0 1 15
split_gain=4.55651 1.86107 1.85312 1.74255 1.58845 1.51875 1.46583 2.46475 1.48979 1.63627 1.20524 1.2605 1.99504 1.06106 1.32738 1.12416 1.04408 1.46557 1.22738 1.01588 1.00033 0.974881 0.93812 0.934817 1.91583 0.922146 0.913786 0.851643 0.913258 0.786947
threshold=0.094385000000000011 -0.060129999999999996 -1.0000000180025095e-35 1.0000000180025095e-35 0.16158000000000003 -0.40274499999999996 -0.013125 0.13148500000000005 -0.40381499999999992 0.10987000000000001 -0.072694999999999996 0.12178000000000001 0.090310000000000015 0.092620000000000022 -0.49405499999999997 0.10347000000000002 0.062655000000000016 0.073895000000000002 0.087505000000000013 0.03138500000000001 -0.0060099999999999989 0.092630000000000018 0.40124500000000002 0.090100000000000013 0.10980000000000002 -0.055064999999999996 0.11296500000000002 -0.10607499999999999 0.10171500000000001 -0.008624999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 26 6 -2 20 8 -8 10 -10 12 25 14 15 -3 17 19 29 22 -4 -16 -5 -7 -25 27 -1 -12 -29 -19
right_child=2 13 4 16 -6 23 7 -9 9 -11 11 -13 -14 -15 21 -17 -18 18 -20 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.001609840415880918 -0.0021124094022403209 -0.00204066103142662 0.0012996141740433604 -0.0019045847915422744 0.0015002022831367167 0.0016483119934791338 -0.0020348709258404306 -0.0021018858189320372 -0.0010564375943085459 -0.0016576086747849893 0.00080035100918778197 -0.0006508300655768452 0.0019972943033717246 -0.0014374554968057751 0.0010321868745909412 0.00056957393808804786 -0.0019480176693812289 0.00022384886231048638 -0.0010167310524423661 0.00045577592107966692 -0.0014348527852549237 -0.00079920224248450442 0.0020259736446996751 -0.0015772748037894259 0.0015793151708795702 0.0014495173834035942 0.00021025574946234924 0.00064002039309011844 -0.0021535765583462841 0.0018917961590186596
leaf_weight=12.946992047596725 0.52363409847021092 1.4348300900310271 0.52424207050353278 3.0130331800319241 2.0605664104223242 5.0620070151053387 0.89032556116581396 1.6572975805029262 1.2759830029681332 1.1621654783375568 1.358127483166754 1.6349124442785985 4.6143410680815578 1.6895588440820564 4.7991391033865503 0.95898925140500058 1.5053732213564206 2.5224798079580064 1.6784966671839354 1.0880943350493906 4.1999869714491131 1.2834068257361648 0.2275186888873576 1.1256439499557021 1.6542420582845805 1.5426075523719065 1.0380100551992644 0.63200310477986965 1.1485771834850309 1.6172500606626274
leaf_count=1428 6 58 12 283 69 265 14 27 15 34 14 14 112 77 83 11 77 39 27 43 228 19 4 16 35 30 9 14 38 20
internal_value=0 -0.0007626 0.000214298 -0.00103057 -6.24302e-05 0.000965242 -0.000218429 5.25591e-05 0.000302966 0.00045866 0.000660146 0.000860532 0.00112635 -8.68141e-05 0.000182404 -0.000994973 -0.000497468 -0.000282266 0.000329582 -0.00110466 -0.00113141 0.000645767 -0.00162862 0.00117075 0.000301135 0.000267865 -0.00147475 -0.000312892 -0.00116201 0.000875458
internal_weight=0 35.8032 31.0667 25.6372 22.7011 8.36553 20.6406 15.9163 14.259 13.3687 12.2066 10.9306 9.29566 10.1659 8.47637 2.39382 11.6522 10.1469 5.81823 4.32865 4.72423 6.08255 3.24055 7.84189 2.77989 4.68132 13.985 3.13871 1.78058 4.13973
internal_count=3121 2178 943 1930 621 322 552 312 285 271 237 222 208 248 171 69 493 416 86 330 240 102 287 316 51 96 1437 66 52 59
is_linear=0
shrinkage=0.00186649


Tree=241
num_leaves=31
num_cat=0
split_feature=1 12 3 47 52 3 39 50 15 48 48 128 160 1 51 1429 42 2 15 133 0 150 16 48 15 403 50 52 132 0
split_gain=4.50536 1.83933 1.61585 1.58264 1.57304 1.26978 1.21677 1.19991 1.01205 0.98356 1.06128 1.43596 0.999532 1.17156 0.89222 0.906459 0.780801 0.752947 0.747697 0.705707 0.807485 0.696885 1.04517 0.861176 0.740509 0.685188 0.695483 0.828611 0.827953 0.864559
threshold=0.099195000000000019 0.084100000000000022 0.10732000000000001 0.087885000000000019 -0.24456499999999998 -0.097604999999999983 0.085220000000000004 0.10965000000000001 0.084050000000000014 -0.086869999999999989 0.12879500000000002 0.086435000000000012 -0.079279999999999975 0.111945 -0.10748999999999999 0.084990000000000024 0.084635000000000016 0.089125000000000024 -1.0000000180025095e-35 -0.087414999999999979 0.062580000000000011 -1.0000000180025095e-35 -0.061854999999999993 0.11454000000000002 -0.055554999999999993 -1.0000000180025095e-35 0.07826000000000001 0.077655000000000016 0.082230000000000011 -0.23091999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 5 4 18 16 7 9 14 -6 11 12 13 -11 -1 25 19 -18 -2 -3 -21 -5 23 -23 -24 -16 27 28 29 -27
right_child=3 2 -4 21 6 -7 -8 -9 -10 10 -12 -13 -14 -15 15 -17 17 -19 -20 20 -22 22 24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0017825173652898719 0.00089621041924869613 0.00092109994949874524 0.00042847567277696282 -0.0015829747707728796 -0.00082375132129035734 -0.001449175482103156 0.0017682504852348181 -0.0013451349911928854 -0.0017648036868249052 -0.0010495007520928397 -0.00071366083453725849 -0.0012460442872452547 0.0016174726126430628 0.0015236261111096607 -0.0017728330019731358 0.001466008744394487 0.0012188166286511376 -0.00083003687262732883 -0.0016883910540469839 -0.0018573833584212337 1.9765457626438366e-05 -0.00015422351412784464 -0.0016073720590205364 0.0013740340863514704 -1.2281232602952415e-05 0.00089563622512144937 -0.0013601714056442518 0.00083273778918328486 0.0013608684531685 -0.00060505237601376398
leaf_weight=0.90826819464564756 0.45763150602579106 0.50775979785248671 2.1493148617446414 1.0940581178292621 1.1484699491411454 13.063853789120913 2.9479080042801789 0.93452639365568835 1.195939318742602 1.0505892755463704 1.1313978768885125 0.73805516399443227 6.1380191650241596 1.0557754919864235 0.72640695190057059 1.1276097055524594 1.2394351954571905 0.93757882714271534 1.2239976623095596 2.1774228368885864 0.99296594969928254 2.9557413472793987 1.7893588701263059 1.7451980952173469 1.6787233753129842 1.3623623214662055 1.1125371530652035 3.1228776858188203 0.91966688074171621 7.0779185402207059
leaf_count=56 6 14 18 20 17 1548 197 30 99 22 10 12 197 34 39 22 28 28 84 127 20 44 73 42 28 15 52 51 14 174
internal_value=0 -0.000645314 -0.000988947 0.000282626 0.000597876 -0.00114997 0.000773637 0.000533244 -0.000232876 0.000689109 0.0008609 0.00105923 0.0012656 0.00024023 -0.000120873 -2.31854e-05 -0.000482406 0.000336433 -0.000985028 -0.000967059 -0.00126946 -0.000290026 -0.000116864 0.000413134 -0.000835269 -0.000140436 -5.32158e-05 6.32672e-05 -0.000193461 -0.000362823
internal_weight=0 38.6219 21.0683 26.0895 16.8264 18.919 15.1447 12.1968 17.5536 11.2623 10.1138 8.98244 8.24438 2.10636 16.3576 15.4494 5.85516 2.17701 1.68163 3.67815 3.17039 9.26308 8.16902 4.70094 3.46808 14.3218 13.5954 12.4828 9.35995 8.44028
internal_count=3121 2305 1783 816 609 1765 519 322 522 292 275 265 253 56 423 367 217 56 90 161 147 207 187 86 101 345 306 254 203 189
is_linear=0
shrinkage=0.0017251


Tree=242
num_leaves=31
num_cat=0
split_feature=1 0 12 0 3 51 4 47 151 50 40 14 49 474 49 3 2 457 42 4 52 1 47 47 46 15 43 159 3 42
split_gain=6.939 2.2374 2.17586 2.0077 1.95567 1.72354 1.66427 2.69049 1.6275 1.84804 1.43171 1.23684 1.25647 1.15632 1.152 1.40625 1.62543 1.26302 1.05118 1.42336 1.06729 0.925047 0.916402 1.6869 0.80419 0.747571 0.703175 0.676558 0.858264 0.642322
threshold=0.094385000000000011 -0.060129999999999996 -1.0000000180025095e-35 -0.10096999999999999 0.16158000000000003 -0.40274499999999996 -0.013125 0.13148500000000005 -0.40381499999999992 0.10987000000000001 -1.0000000180025095e-35 0.062655000000000016 0.082865000000000008 0.084660000000000027 0.10595500000000001 0.12178000000000001 0.090310000000000015 -1.0000000180025095e-35 0.092620000000000022 -0.49405499999999997 0.10347000000000002 0.10781 0.090100000000000013 0.11069000000000002 0.13702000000000003 -0.10469999999999999 -0.45785999999999999 0.092630000000000018 -0.10831999999999999 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 6 -2 10 8 -8 14 -4 12 13 29 15 16 21 -18 19 20 -3 -10 -7 -24 -12 -23 -20 28 -21 -1
right_child=2 18 4 -5 -6 22 7 -9 9 -11 24 -13 -14 -15 -16 -17 17 -19 26 27 -22 25 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00053529472423987181 -0.0018735655653942084 -0.0017515034572359079 0.0016055520237254017 -0.001294770139258764 0.0013875607453542576 0.0014805734683877578 -0.0017602280558618115 -0.0018277665022979968 -0.00072959391679344135 -0.0014727261532297676 -0.0014455655009825209 -0.0016888518838001287 -0.0016682483971113416 0.0014216744801252336 0.0018918971472742779 -0.001059871693472895 -0.00053570046687072704 0.0016804357872729184 0.00066654276044620059 0.0015623901796620796 0.00045518629830813785 0.001763321020585373 -0.0010457044280558711 0.0014239603759761538 0.00069849217752195286 -2.9329552157554327e-06 -0.0017519700297135585 -0.00046832968128852236 0.00020947169313147829 0.00051678364418585618
leaf_weight=5.3242673091590387 0.53553634881973167 1.4753674007952207 0.52346525341272343 17.494737975299362 2.4643846396356812 5.8559836298227292 0.91033289954066532 1.6691700853407372 2.3110918970778602 1.1744924504309882 4.1684655304998186 1.74385008169338 1.345709120389073 1.2873043827712534 1.6772995591163624 1.396362680941819 0.79939084127545523 4.1706900075077993 0.40563050843775261 2.2917019557207809 0.9334483966231345 1.0080264862626793 1.2521215919405224 1.7022029748186467 0.51241638883948315 1.6453604558482764 1.3818813948892046 1.3038709210231898 2.6230602390132849 2.1150180492550135
leaf_count=73 6 58 9 1630 69 265 14 27 44 34 225 77 77 17 20 11 7 100 5 28 11 18 17 34 6 37 72 19 55 56
internal_value=0 -0.000718907 0.000276836 -0.000947384 2.33006e-05 0.000939602 -0.000129753 0.000117955 0.000333137 0.000467501 -0.000927575 -0.000433051 -0.00021563 8.37467e-06 0.000642682 0.000457762 0.000671075 0.00132399 -7.59019e-05 0.000157651 -0.000896382 1.74218e-05 0.0011106 0.000377251 -0.00121086 0.00066807 -0.00120315 0.000565936 0.000840323 -0.000236185
internal_weight=0 39.7258 33.7768 29.3109 24.4309 9.34584 21.9666 16.7622 15.093 14.1827 5.20435 11.8161 10.0723 8.72659 13.0082 11.3309 9.93456 4.97008 10.415 8.62745 2.40882 4.96448 8.81031 2.95432 4.68088 2.65339 1.78751 6.21863 4.91476 7.43929
internal_count=3121 2178 943 1930 621 322 552 312 285 271 240 300 223 146 237 217 206 107 248 171 69 99 316 51 231 55 77 102 83 129
is_linear=0
shrinkage=0.00161508


Tree=243
num_leaves=31
num_cat=0
split_feature=12 43 50 4 158 42 15 3 483 52 1213 52 51 41 51 1 13 133 52 474 2 4 402 52 474 51 2 0 16 1
split_gain=1.16503 0.901995 0.845232 0.967199 0.813934 0.773309 0.812255 0.768639 0.741977 0.686252 0.739031 0.83021 0.711735 0.666978 0.654845 0.648061 0.659393 0.62341 0.608497 0.539604 0.533387 0.528968 0.492273 0.472918 0.556802 0.541803 0.493316 0.456563 0.677809 0.736739
threshold=0.051320000000000005 -0.043144999999999996 0.10647500000000001 0.40473500000000007 0.084905000000000022 -1.0000000180025095e-35 -0.12255999999999999 0.20828500000000003 1.0000000180025095e-35 -0.51296999999999993 -0.082704999999999987 0.10160000000000001 0.11144500000000002 0.083035000000000012 -0.40274499999999996 0.10723500000000001 -0.47860499999999995 0.09389500000000002 -0.012164999999999999 0.081755000000000008 0.11928500000000002 0.24564500000000003 -0.50169499999999989 -0.087284999999999988 0.084660000000000027 -0.031924999999999995 0.10855000000000002 -0.084269999999999984 -0.4714549999999999 0.083135000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 3 4 5 21 -7 23 9 -8 -11 15 -13 -5 -1 16 -12 19 -16 27 -20 22 -2 26 25 -25 -3 28 -18 -30
right_child=2 7 -4 13 -6 6 8 -9 -10 10 11 12 -14 -15 18 -17 17 -19 20 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.0032265563520004555 0.00077919649998296064 -0.0030117811871582783 -0.0029844835727209982 0.0029984352570725042 -0.0030169231364568787 -0.0030492953509332088 -0.0029519156153689973 0.0015181250693615559 -0.0029432592369429476 -0.0029632704074960183 0.003234130603424186 -0.0018697527202734059 0.0027774632842141028 -0.0011005551351360946 0.0025611908665472342 0.0029064760825765262 0.0031450419930735738 -0.0029454024758989472 -0.00014736843622831287 -0.0017752483963884523 0.00295805663657409 0.00084906078108362096 -0.0029781550979751802 -0.0025321501270409988 0.0019351783763605467 -0.00015167632611455474 -0.0001592877193027353 0.0017196692081433039 -0.0030118119018190353 0.001377587957700571
leaf_weight=0.25987582420930255 0.33794675092212934 1.0990045703947537 1.3446178721496824 0.99395383382215985 1.2880856223637227 0.8329735518200384 0.5800200983649163 1.9919128073379386 0.71312777465209443 0.55315469391643723 0.68673462793231088 1.7460685258265587 0.32824578939471383 0.5003673592582345 2.3538079964928329 1.1799382092431185 0.38741200231015671 0.47519007243681688 2.0840775473043354 0.7271533430321141 0.59642458241432894 0.47929189517162729 2.1665242791641566 0.8895645041484358 0.95782957412302572 8.1083375413436425 0.94572726590558875 2.4834348584990833 0.78061518142931141 0.54402206256054342
leaf_count=5 21 83 261 49 219 73 140 125 148 123 8 165 10 15 155 32 6 125 92 94 46 12 589 28 32 233 22 80 103 27
internal_value=0 0.000237563 -0.000770939 -0.000603579 -0.000808096 -0.000618442 -0.000290879 -0.00014761 -8.54555e-05 0.000109157 0.000288644 0.000481261 -0.00113436 0.00162591 0.00125556 0.000942588 0.000561745 0.000221753 0.00148693 0.000527483 0.000543604 -0.00193781 -0.00247115 -0.000424099 -0.000163603 -0.000387018 -0.00169245 0.000926588 -0.000223826 -0.00120911
internal_weight=0 19.2866 19.1289 17.7843 16.2899 15.0019 12.0181 13.9924 11.1851 10.472 9.89197 9.33881 2.07431 1.49432 5.29419 7.2645 6.08456 5.39783 5.03431 4.92264 2.6805 2.98376 2.50447 12.0005 9.95573 8.9979 2.04473 4.19548 1.71205 1.32464
internal_count=3121 821 2300 2039 1975 1756 1134 523 1061 913 773 650 175 64 298 475 443 435 293 310 138 622 610 398 293 261 105 216 136 130
is_linear=0
shrinkage=0.00289552


Tree=244
num_leaves=31
num_cat=0
split_feature=1 159 158 3 3 376 151 1348 1456 2 133 52 43 12 124 47 48 9 133 14 48 1 11 150 1447 49 15 403 49 52
split_gain=1.0311 0.723725 0.693827 0.753073 0.956338 0.692104 0.635682 0.698627 0.687498 0.666337 0.639291 0.613981 0.657673 0.758295 0.781458 0.70271 0.609464 0.561896 0.555796 0.550469 0.673953 0.873699 0.528677 0.48901 0.423811 0.42289 0.812152 0.804028 0.687362 0.979901
threshold=0.099195000000000019 -0.032739999999999991 0.084765000000000021 -0.12018999999999998 0.092670000000000016 0.049360000000000008 -0.5145249999999999 0.090205000000000021 -1.0000000180025095e-35 0.15361500000000003 -0.25159999999999993 -0.43320999999999993 -0.40263499999999991 -1.0000000180025095e-35 -0.51664499999999991 0.13148500000000005 -0.086869999999999989 -0.036024999999999995 0.0068000000000000014 -0.46885499999999997 0.12737000000000001 0.10781 0.079915000000000014 -0.23067999999999997 -0.11565499999999999 -0.08130999999999998 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.086009999999999989 -0.099454999999999974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 18 5 17 -2 8 -8 10 -10 -12 -13 14 -14 16 -15 -5 22 -18 21 -21 -3 -19 -4 28 -27 -28 29 -25
right_child=6 2 24 4 -6 -7 7 -9 9 -11 11 12 13 15 -16 -17 19 23 -20 20 -22 -23 -24 25 -26 26 27 -29 -30 -31
leaf_value=-0.0028285335319531463 -0.002833979929455771 0.0021722847738741727 0.0032761046521600705 0.0036101927240023875 0.0007765701925767914 0.0011417675612236014 -0.0032053071373118721 0.0034219668673231597 -0.0029977461944646609 0.0031294220742711268 -0.0030906978509461112 -0.0027411307721247496 -0.0035230601336554038 -0.0022180136119325268 0.0026009766176533079 -0.001899761804011284 -0.0016170618006819781 0.0032901839793069232 -0.0015178819656498405 -0.00019126744707013716 -0.001374547578796789 0.0023732014464367371 -0.00073490464512729261 0.0022205910670650905 -0.0030747106127255622 -0.0031487449100190655 -0.0030745997284628329 -0.00031411635316271503 0.0025081104783783864 -0.0032694647492385021
leaf_weight=1.3994891089387227 0.57246256805956264 2.2158812768757397 0.10566630167886604 0.20557141490280884 3.1328967369627216 1.1233565304428328 0.50346976472064398 0.69876333209686059 0.53791104420087421 0.79945681383833367 0.4529132029274433 0.54775432730093143 0.21076750196516547 0.6576919713988828 2.4431229322217343 1.2147621354088185 0.75371529627590028 0.19558310136198898 0.75669370288960625 1.8475666418671988 0.86087722331285466 3.7440111320465803 0.79019331326708186 0.44938022410497058 1.3223171530989919 2.991129866335541 1.3871038671350104 3.3684179250849402 0.56942081614397366 0.92771588207688171
leaf_count=329 18 59 2 3 71 37 33 26 23 85 105 13 2 14 228 27 17 4 33 64 16 145 40 9 221 575 478 368 15 61
internal_value=0 -0.000708707 -0.000556891 -0.000395445 -0.000714052 -0.00113036 0.000323017 0.000441349 0.000298441 0.000423811 0.000260824 0.000398482 0.000527167 0.000679754 0.00211462 0.000260311 0.000593986 -0.00138321 0.000819672 0.000850631 0.00113888 0.00152585 0.00140808 -0.00148702 -0.00260477 -0.00158341 -0.00190291 -0.0011193 -0.000311877 -0.00147792
internal_weight=0 20.9408 19.5413 18.1133 14.3506 11.2177 15.8452 15.2728 14.574 14.0706 13.2711 12.7332 12.2803 11.7325 2.65389 9.07862 7.86386 10.0943 3.76277 7.20617 6.45245 5.59158 3.00607 9.88875 1.42798 9.69317 7.74665 4.75552 1.94652 1.3771
internal_count=3121 2305 1976 1753 1621 1550 816 798 772 739 654 631 526 513 230 283 256 1513 132 242 225 209 99 1510 223 1506 1421 846 85 70
is_linear=0
shrinkage=0.00305153


Tree=245
num_leaves=31
num_cat=0
split_feature=12 1 457 14 132 13 133 43 16 52 47 1 151 0 123 15 45 1 1 0 42 43 2 1212 160 16 43 13 3 159
split_gain=0.948591 0.839298 0.699872 0.699294 0.70591 0.865862 0.743567 0.774395 0.66755 0.62241 0.618918 0.809066 0.626809 0.61464 0.716312 0.609722 0.573682 0.492553 0.559602 0.479792 0.58784 0.69199 0.526251 0.458568 0.457133 0.480579 0.446322 0.533815 0.442075 0.390278
threshold=0.084100000000000022 0.13021500000000003 0.088350000000000026 0.076175000000000007 0.081465000000000024 -0.080759999999999985 -0.0061299999999999992 -0.084154999999999994 -0.25582999999999995 1.0000000180025095e-35 0.10621500000000002 0.14089500000000002 -0.024429999999999997 -0.23091999999999999 1.0000000180025095e-35 -0.11713499999999999 0.091170000000000015 0.11212500000000002 0.12500000000000003 -0.077999999999999986 0.091465000000000005 -0.17390999999999998 0.097220000000000015 -0.50120999999999993 0.032695000000000009 -0.089669999999999986 0.26450500000000005 -0.089109999999999981 -1.0000000180025095e-35 0.087995000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 8 4 5 6 -1 -8 9 15 12 -12 28 -14 17 -2 -9 -15 -19 23 21 -21 -23 -10 -25 -26 27 -24 -7 -29
right_child=1 -3 -4 -5 -6 10 7 16 19 -11 11 -13 13 14 -16 -17 -18 18 -20 20 -22 22 26 24 25 -27 -28 29 -30 -31
leaf_value=-0.0030024648798664556 -0.0012921250883145222 0.0019374552344416632 0.0016704402846039962 -0.0023089944742328626 0.0025619490375444849 0.0032648287601314695 -0.0027516310963188011 0.0029400159818899056 0.001606008189363319 -0.0028941762103820733 -0.0032761270367852799 0.00081227984063087693 0.0014946751177815588 -0.001707478143661624 0.0018707122790257548 0.0018068077129234992 -0.0022149613219369078 0.0027958414024872678 -0.0016620361417232798 0.0021565633685957709 -0.0033112260917680519 -0.0025634719511729654 0.002406225160743799 -0.0031985832646130481 0.0030568948458186769 -0.0026578434273447455 -0.0038084067744915415 -0.0029976400030373041 0.00054001496742564362 0.002131002259916259
leaf_weight=0.34753549483139101 1.1072918295394634 1.0534034916199733 0.92083847115282047 1.1172895489726204 1.4293785346671928 0.9204280432313684 0.32918989798054177 2.8499117017490851 0.2747058251406943 0.66970720107201476 1.4213951525744044 0.81362534500658501 1.5421691974625034 4.6018722518347142 0.92989351786673058 1.7535818566102508 0.25111567741259921 0.62257171235978581 0.58284489088691771 0.83362944948021311 0.99085704667959351 1.5656305291922792 0.86661672405898538 3.6529350152704874 0.27538730087690055 0.36688442842569191 0.27970573562197376 0.50343093532137584 2.0634715433698174 0.23158306488767266
leaf_count=48 28 57 51 59 92 68 83 208 24 61 48 12 37 193 79 49 8 23 20 29 293 136 15 1029 14 100 29 156 61 11
internal_value=0 -0.000879046 -0.00108663 0.000203704 0.000353789 0.000171091 0.00155471 0.00201642 -0.00127649 -5.68249e-05 -0.00021614 -0.0017878 9.57323e-05 -0.00036731 -0.000793526 0.000607376 0.00252258 -0.00122014 0.000640362 -0.00171404 -0.00104187 -0.000516572 -0.00116305 -0.0024894 -0.00275132 -0.000207531 2.36059e-06 0.000667866 0.00138052 -0.00138174
internal_weight=0 15.3462 14.2928 19.8227 18.7054 17.276 3.77775 3.43022 13.3719 3.53058 13.4983 2.23502 11.2633 8.27935 6.73718 2.86087 3.10103 5.80729 1.20542 9.84137 5.27145 4.2806 3.44697 4.56991 4.29521 0.642272 1.88134 1.60163 2.9839 0.735014
internal_count=3121 2082 2025 1039 980 888 347 299 1974 138 541 60 481 352 315 77 216 236 43 1836 669 376 347 1167 1143 114 211 182 129 167
is_linear=0
shrinkage=0.00326957


Tree=246
num_leaves=31
num_cat=0
split_feature=4 453 1348 14 12 11 474 4 3 43 52 151 3 43 43 49 159 43 159 1 52 403 42 15 2 1212 16 2 52 43
split_gain=0.882796 0.872415 0.796513 0.866905 0.905505 0.594042 0.925371 0.565323 0.730593 0.705455 0.560419 0.542361 0.525471 0.534574 0.792073 0.52494 0.505149 0.450247 0.458684 0.433147 0.677838 0.430658 0.527533 0.560849 0.426701 0.40131 0.408941 0.384289 0.558773 0.393927
threshold=0.27044500000000005 1.0000000180025095e-35 0.090205000000000021 0.076175000000000007 0.084100000000000022 0.088710000000000011 -1.0000000180025095e-35 0.08184000000000001 0.30112000000000005 -0.043144999999999996 -0.087284999999999988 0.056735000000000001 0.10732000000000001 -0.074359999999999996 -0.076124999999999984 -0.14750499999999997 -1.0000000180025095e-35 -0.088004999999999986 -0.50206999999999991 1.0000000180025095e-35 0.083680000000000018 -0.088999999999999982 -0.11051499999999999 -0.11033999999999998 -0.013254999999999998 -0.50120999999999993 -0.51370499999999997 0.090050000000000005 -0.07278999999999998 -0.17390999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 4 7 6 -2 8 9 16 -11 24 13 14 17 -15 -1 21 -19 20 -18 -6 -23 -24 -12 -17 -27 29 -29 -25
right_child=1 -3 -4 -5 12 -7 -8 -9 -10 10 11 -13 -14 15 -16 25 19 18 -20 -21 -22 22 23 27 -26 26 -28 28 -30 -31
leaf_value=-0.0039539139938494791 -0.005269474113989008 -0.0030497628502015235 0.0039252188197773513 -0.003792867418202664 -0.0037984660068678569 -0.00087777053546226973 0.0028559827996147646 -0.0015888631793998958 0.0038298104123573105 -0.0026011745906436312 -0.0038123445947655992 -0.0026098813381111334 0.00085088947958527239 0.0017419301389270528 0.0042257370906368229 0.0016425274679293005 -0.0025664529918943352 0.0026984396393202651 -0.0037788119090073225 0.0032563506368371068 0.0023333541278937253 -0.0040658243995401588 -0.0043365260652896446 0.0037275347850460354 0.00071062048054905185 0.00094586007035977646 -0.0033146650135333642 0.0019647753196747626 -0.0038267788066484536 5.5571500138003949e-05
leaf_weight=0.21702082769479636 0.20684759318828616 0.61415642499923695 0.54317358834668894 1.1586437526857469 0.46984113333746824 0.98762872768566001 3.3851252706954247 2.2559115667827419 0.82582989474758584 1.362458957824854 0.30684107728302201 0.93050391320139159 1.4600495910271991 0.39485826878808694 0.41543128737248736 0.27509433776140735 0.60860853409394478 0.17416594049427647 1.1977824701461939 1.6869405539473517 1.1067997552454469 0.38761983858421523 0.29160550481174219 0.96922459150664619 5.3173607065109669 0.33862224151380615 4.1955721931299044 0.48446610092651099 0.44407105783466239 0.69967673323117019
leaf_count=15 1 17 21 96 99 34 313 65 56 93 15 13 23 10 23 24 99 18 376 134 18 64 16 22 196 10 1078 32 54 86
internal_value=0 0.00112403 -0.000547661 -0.000634509 -0.000498047 0.00168376 0.00238807 0.00012796 0.00044125 0.000198684 -0.000424856 2.75126e-05 -0.00124826 -0.00153368 -0.000726747 -0.00239174 0.00156264 -0.00112871 -0.00295654 0.00191452 0.000594955 -0.000459366 1.94273e-05 0.000567541 0.00046386 -0.00273113 -0.00299648 0.0011181 -0.000805024 0.00218809
internal_weight=0 5.19376 28.5182 27.975 26.8164 4.5796 3.59197 14.6183 12.3624 11.5365 7.91716 6.55471 12.1981 10.738 5.53388 5.20415 3.61937 5.11845 1.37195 3.40235 1.71541 3.7465 3.27666 2.88904 5.6242 4.80929 4.53419 2.59744 0.928537 1.6689
internal_count=3121 365 2756 2735 2639 348 314 704 639 583 317 224 1935 1912 790 1122 266 767 394 251 117 373 274 210 211 1112 1088 194 86 108
is_linear=0
shrinkage=0.00372937


Tree=247
num_leaves=31
num_cat=0
split_feature=1 0 1 52 47 15 48 50 160 1 4 52 3 14 2 51 52 3 403 4 3 52 484 16 43 14 474 128 13 1
split_gain=2.91206 1.52715 1.3072 1.16541 1.17155 1.03862 1.07617 1.12189 1.07557 1.07181 0.905639 1.29093 0.849462 0.841203 0.985271 1.11125 0.826894 0.817227 0.734646 0.89445 0.694871 0.692191 0.577814 0.599563 0.697112 0.554469 0.561753 0.583947 0.546059 0.570031
threshold=0.094385000000000011 -0.060129999999999996 1.0000000180025095e-35 -0.43320999999999993 0.096300000000000011 0.035560000000000008 0.12879500000000002 0.11843500000000001 -0.26568499999999995 0.11146500000000002 -0.49405499999999997 0.10347000000000002 0.11296500000000002 0.062655000000000016 0.073895000000000002 0.087505000000000013 0.11434500000000002 0.16158000000000003 0.03138500000000001 0.40124500000000002 -0.10519499999999998 0.091275000000000009 0.081425000000000011 -0.27167499999999994 -0.083684999999999996 0.11054000000000001 -0.14697499999999997 0.086435000000000012 -0.055129999999999992 0.14089500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 5 6 7 8 -5 -7 11 -3 -1 14 18 -16 21 20 19 -4 -6 22 23 -12 -25 26 -10 -28 -22 -30
right_child=3 10 13 4 17 9 -8 -9 25 -11 16 -13 -14 -15 15 -17 -18 -19 -20 -21 28 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=-0.0015404968754818159 -0.0019079765945606811 -0.0020390491539782375 -0.0019130080292806019 -0.0016686443666406726 0.00084428385870046819 -0.0015897901420952368 -0.00099893331289643275 -0.001341285585155108 -0.0010016850505282808 0.00064288987176923341 0.0012439774673515594 0.00061750777502051716 0.00039184893896003188 -0.001948276574562105 0.00095365132145153815 -0.0010286542155075536 -0.0013369945368774431 0.0014917258035792743 0.00052420206086339091 0.0020275345229297157 0.00020742624342365428 0.0020535322064223361 0.001468757267585946 0.00075311615614656829 -0.0017662709948198952 -0.00061708392617573803 0.001588342388835335 -0.00054432255116146735 -0.0016208872653386216 4.6425381054985109e-05
leaf_weight=9.201713460963223 0.82738233008422213 1.4367491404991599 2.1081607921514651 0.4485878199338903 1.1095628086477516 1.3476819491479539 0.98896124958992082 0.65884387539699751 0.33306395262479505 1.754496805835515 0.75303627736866507 1.1818455592729149 0.88393217138946134 1.0755642212461678 3.3699903069064021 1.4269758909940717 0.74533579335547973 0.82174717634916294 0.83752378821372975 0.22609936445951451 1.3892897404730318 1.1693177663255481 1.1688622022047637 0.63736892165616144 1.0004646827001109 0.50556135177612382 9.3544303460512275 0.47840910917148072 2.7249867254868145 0.99134362302720536
leaf_count=1428 119 64 283 11 18 82 10 24 2 44 18 18 9 77 59 27 32 25 43 4 47 22 21 19 54 3 452 13 82 11
internal_value=0 -0.000615015 -0.000905066 0.000287288 0.000366579 0.000650113 0.000887533 0.00104592 0.00118736 -0.000327055 7.06013e-05 -0.00084007 -0.00137114 -0.000385329 -0.000174374 0.000363966 0.000506208 -0.000272859 -0.000988552 -0.00153132 -0.000506166 0.000796711 0.000383865 -0.000146524 -0.000785842 0.00130741 0.00140312 0.00148458 -0.000799648 -0.00117613
internal_weight=0 27.2229 19.13 23.7343 22.907 15.87 12.7679 11.7789 11.1201 3.10218 8.09298 2.61859 10.0856 9.04431 7.96875 4.79697 5.47439 7.03693 3.17178 2.33426 6.21518 4.72905 3.55973 2.39087 1.63783 10.6715 10.1659 9.83284 5.10562 3.71633
internal_count=3121 2178 1930 943 824 641 515 505 481 126 248 82 1437 493 416 86 166 183 330 287 158 134 112 91 73 470 467 465 140 93
is_linear=0
shrinkage=0.0018828


Tree=248
num_leaves=31
num_cat=0
split_feature=160 1213 484 150 15 474 403 52 133 1374 11 1366 475 51 457 1 42 43 0 43 52 52 150 51 0 0 48 42 13 123
split_gain=0.826707 0.836621 0.877418 0.740287 0.726442 0.785684 0.605105 0.679719 0.843709 0.659947 0.593298 0.592282 0.582541 0.578758 0.55848 0.582882 0.473762 0.500241 0.979299 0.666582 0.671029 0.558442 0.457769 0.736574 0.581808 0.476757 0.417274 0.409698 0.395612 0.380762
threshold=-0.40698999999999991 -1.0000000180025095e-35 -0.0068949999999999992 0.097210000000000005 -0.24436499999999997 -1.0000000180025095e-35 -0.083259999999999987 -0.43320999999999993 -0.25159999999999993 0.10637000000000001 0.087830000000000005 -1.0000000180025095e-35 -0.086004999999999984 0.11144500000000002 0.51789000000000007 0.095025000000000012 -0.095859999999999987 -0.083879999999999996 -0.084044999999999995 -0.0037449999999999996 -0.087769999999999987 -0.080979999999999983 1.0000000180025095e-35 0.123935 -0.20211999999999997 -0.13843999999999998 0.10327000000000001 0.085225000000000009 -0.15416999999999995 0.087755000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 12 3 29 5 -4 28 26 -9 10 11 -10 -2 -7 15 16 -13 18 -18 -19 -21 -22 24 -24 -17 -26 -8 -20 -6 -3
right_child=1 2 4 -5 6 13 7 8 9 -11 -12 14 -14 -15 -16 22 17 19 27 20 21 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0024224584055137165 0.0030980520764050446 -0.0026696593601847791 -0.0040208452308380226 0.001666173297759995 0.0014493776725348951 0.0027474797090882644 -0.0030129246542541879 -0.0030345021423458258 -0.002135969233318331 -0.0029989246033033986 -0.0021058000230207907 -0.0026525349688430889 -0.0027247706457811192 -0.0015228050932405964 -0.0022290348700704159 -0.0015229582060159793 -0.0017814825607011802 -0.0022166589945580512 0.0032031857243015353 -0.0025461283742995687 0.003091532337293099 0.00027762065185108934 0.0030848891910546157 -0.0020206831267725973 0.0031412712128827754 0.00078730024196559188 0.001910852213694464 0.0008250494196282755 -0.0029979377464101472 0.0026565733469886359
leaf_weight=1.4209259597118933 0.16628912836313237 2.0438784303842183 0.19505418837070498 0.48643682617694128 0.21666844189167023 1.9826616662321677 0.89840887393803359 0.67805267381483503 0.72386603825728713 0.513115209992974 0.79928487027063866 0.47526073758492415 1.5125835404032866 0.321648938814178 0.59698009723797341 0.78384566446766246 0.69699266611132804 1.0733906722162112 1.4473000583239097 0.64716302754825505 0.70270973385779623 4.9261810488531603 1.9101465643616395 0.28288650466129173 0.91437026439234603 4.1796210571192187 0.18018304265569896 1.1208989392034707 0.89432751387359022 0.12414466869086016
leaf_count=240 4 459 1 16 5 215 227 127 37 21 32 58 462 10 11 20 97 158 37 40 10 151 159 5 42 119 12 32 305 9
internal_value=0 -0.000119821 -5.61455e-06 -0.00162601 0.000152747 0.00166972 -9.91825e-07 9.94725e-05 0.000209379 0.000310302 0.000390093 0.000487494 -0.00214803 0.00215141 0.00058361 0.000671242 0.000231869 0.000361015 0.00132277 -6.62692e-05 0.000301511 0.000628909 0.00127497 0.0024263 0.000845402 0.00120984 -0.00219039 0.00216524 -0.00213061 -0.00236467
internal_weight=0 31.4944 29.8155 2.65446 27.161 2.49936 24.6617 23.5507 22.4721 21.794 21.2809 20.4816 1.67887 2.30431 19.7577 19.1608 11.0899 10.6146 3.26519 7.34944 6.27605 5.62889 8.07087 2.19303 5.87784 5.09399 1.07859 2.5682 1.111 2.16802
internal_count=3121 2881 2415 484 1931 226 1705 1395 1156 1029 1008 976 466 225 939 928 583 525 166 359 201 161 345 164 181 161 239 69 310 468
is_linear=0
shrinkage=0.00295293


Tree=249
num_leaves=31
num_cat=0
split_feature=12 4 13 133 14 42 1 42 132 160 52 1213 4 160 13 132 11 38 15 148 484 1 48 52 51 4 1 133 15 151
split_gain=3.30088 1.81213 1.67818 1.48417 1.72922 1.36219 1.5139 1.81925 1.27906 1.1669 1.36001 1.43546 1.27589 1.4061 1.14538 1.10628 0.950258 0.864253 0.720608 0.823259 1.06079 0.700095 1.60703 0.781388 0.697018 0.69064 1.03436 1.52211 0.491555 0.477333
threshold=0.051320000000000005 0.36766000000000004 -0.0044799999999999987 -1.0000000180025095e-35 0.10189000000000002 -1.0000000180025095e-35 0.13021500000000003 0.091735000000000025 0.087955000000000019 -1.0000000180025095e-35 -0.15275999999999998 -1.0000000180025095e-35 -0.51843499999999987 0.092865000000000017 -0.017449999999999997 0.082230000000000011 0.087830000000000005 0.11495000000000001 0.024640000000000006 -0.043434999999999994 -0.0068949999999999992 0.10538500000000002 0.12879500000000002 -0.085984999999999992 -0.070629999999999984 -0.083644999999999983 0.08844500000000001 0.089755000000000015 0.19724500000000003 -0.073794999999999986
decision_type=2 2 2 2 2 2 2 2 2 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 15 17 -2 7 9 18 14 -11 -12 -13 25 -7 -1 -3 -5 19 29 -21 23 24 -22 -23 -14 27 -27 -9 -4
right_child=1 16 8 4 -6 6 -8 28 -10 10 11 12 13 -15 -16 -17 -18 -19 -20 20 21 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0016360007274769345 -0.0015788003931801917 0.0018337908177167618 0.00013044357422093537 0.001594779482699643 -0.0022193909885034396 -0.0015971685459610842 0.0015412770724950696 -0.0018642274233399733 0.0018447156050134469 -0.0015736910757226925 -0.0018502925653220395 -0.0024358384272578789 0.0018210446894288102 -0.0010461264415262692 0.00037501364095838825 0.001752980522756478 -0.00020467619864923456 -0.0010844681867027432 -0.0013457953827906541 -0.0016878855110636004 -0.0017177799968294666 -6.5337222442785493e-05 -0.0011798468119210608 -0.00017190427217663454 0.0017040476227030219 -0.0013247435674964649 0.0018050025509322742 0.0015268075114635046 0.00051278300598400588 0.0021813641511606949
leaf_weight=1.20747854700312 6.4099577420856866 1.276648981496691 0.75632905075326562 6.2684891885146516 0.46417485922574986 4.1165948431007564 1.0265930406749237 4.5186001672409466 1.0280821658670891 1.7238736061845088 1.0147481625899821 0.47876514866949005 2.2183501916006296 1.3570332126691935 1.287806896492852 0.43697211332619179 1.8887853827327488 0.42846598010510195 1.7944360133260477 1.5479968208819688 1.2879590429365695 1.0891589038074014 1.4046785794198511 7.0576210208237056 2.3242493467405434 1.5006567439995198 1.4117839420214293 1.0668351112399248 0.30965877696871746 0.75573696102947596
leaf_count=51 721 43 27 312 4 427 23 490 26 178 133 4 21 64 24 25 36 8 49 50 52 17 19 106 62 84 24 24 4 13
internal_value=0 -0.000692496 0.000169289 0.000828177 0.00118724 -0.00083829 -0.000622841 -0.000728611 -0.000135332 -0.00043516 -8.79493e-05 0.000195117 0.000453484 0.000636591 -0.00112722 -0.000735463 0.000617456 0.00142336 -0.00024831 -0.000126922 -0.00025873 -9.06664e-05 0.000463288 -0.000410477 0.00113947 0.00100504 0.000550135 -0.000139877 -0.00171178 0.0011555
internal_weight=0 31.6067 27.8518 8.80558 7.16113 28.4413 22.0313 21.0047 19.0462 16.1764 10.772 9.04817 8.03342 7.55466 5.4044 1.64445 3.16543 6.69696 18.0182 16.2237 14.7117 13.1637 4.81809 8.34558 3.41341 6.19763 3.97928 2.56749 4.82826 1.51207
internal_count=3121 2300 821 400 324 2221 1500 1477 421 983 532 354 221 217 451 76 79 320 395 346 306 256 98 158 79 153 132 108 494 40
is_linear=0
shrinkage=0.00182513


Tree=250
num_leaves=31
num_cat=0
split_feature=1 0 31 2 123 1447 0 453 4 48 39 14 0 52 52 133 52 4 1 8 3 4 457 16 2 3 3 15 0 151
split_gain=0.775547 1.04157 0.633378 0.655453 0.852874 0.814226 0.687676 0.678703 0.645903 0.980564 0.551208 0.510365 0.753029 0.490939 0.489486 0.487756 0.656725 0.826835 0.479396 0.500427 0.471725 0.881891 0.487678 0.669479 0.685334 0.438139 0.741354 0.518457 0.635221 0.491291
threshold=0.077565000000000009 -0.059114999999999994 -1.0000000180025095e-35 0.08839000000000001 0.08592000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10564500000000002 -0.040589999999999994 0.12649500000000002 0.16946000000000003 -0.10708499999999999 -0.15202999999999997 0.08257500000000001 0.11434500000000002 0.10622000000000002 0.096795000000000006 -0.49405499999999997 0.080000000000000016 0.088180000000000022 -0.084074999999999997 -0.083854999999999985 0.088350000000000026 -0.51370499999999997 0.079055000000000014 -0.074084999999999998 -0.075944999999999985 -0.11033999999999998 -0.10474999999999998 -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 20 -2 6 5 -5 10 8 13 11 18 12 -10 -7 15 16 17 -3 -4 25 -1 -22 23 -23 -25 26 27 -20 -29 -27
right_child=2 14 3 4 -6 7 -8 -9 9 -11 -12 -13 -14 -15 -16 -17 -18 -19 19 -21 21 22 -24 24 -26 29 -28 28 -30 -31
leaf_value=-0.0032908119582125408 0.0034643301834718556 -0.003457932866471784 0.0027893465201459895 -0.0033718140403837275 0.0033229131248144125 -0.0019762209041289578 0.002283143514035 -0.0033717670536347823 -0.0032193181725493347 -0.001801598139747992 0.0037276377299199667 0.0019826080464142182 0.0018125303724375744 0.0011100192760523939 -0.0026192416648697986 -0.0020101018471985451 0.0032901710505696033 0.0011725810686654004 -0.0037701824420856246 0.0032310621864423219 0.004780577433786827 0.0015045000839597413 0.0014043022332910706 0.0032101931599301491 -0.0033198461854461025 0.00059252241062250784 0.0035578204344422762 0.0017545228770300513 -0.0014977619609801696 -0.0027856997634980647
leaf_weight=1.8380321371369044 0.57967970485333609 0.52809208375401873 0.32864915020763863 0.62443811702541729 1.0431349964346726 1.5102723804302489 0.77932229195721348 0.47002288792282421 0.54243595665320754 1.0777879375964401 0.26287733670324165 5.444491183618088 0.75505583127960185 0.85776396561413992 0.58660357643384475 0.65181959467008699 0.99405875138472755 1.8192787971347573 0.6475558318197735 0.25841295160353173 0.23917023814283167 0.44384629069827397 0.46622093720361579 0.18417602020781876 2.3113657442154363 0.54374366137199137 0.3980144328670584 0.89302426134236235 2.2268038532929486 2.8610585448332122
leaf_count=652 86 23 17 35 111 146 65 12 12 27 4 230 51 28 31 31 22 69 24 22 3 12 20 4 769 15 18 26 376 180
internal_value=0 -0.000987195 0.00010386 1.336e-05 0.00050451 0.000243927 -0.000644681 0.000455771 0.000632358 0.00108377 -0.000915665 0.00154503 -0.00029111 -0.000858305 0.000159631 0.000567844 0.00107073 0.000130846 -0.0010653 -0.00122712 -0.00194515 -0.00126655 -0.00169123 -0.00218221 -0.00283792 -0.0013793 -0.000670699 -0.00111743 -0.000566823 -0.0022462
internal_weight=0 10.0627 22.1045 21.5249 12.3254 11.2823 9.19946 10.6578 10.1878 7.81977 8.42014 6.74198 1.29749 2.36804 4.57985 3.99325 3.34143 2.34737 8.15726 7.82861 5.48281 3.64478 3.40561 2.93939 2.49554 7.5702 4.1654 3.76738 3.11983 3.4048
internal_count=3121 1636 1485 1399 652 541 747 506 494 320 682 293 63 174 176 145 114 92 678 661 1460 808 805 785 773 639 444 426 402 195
is_linear=0
shrinkage=0.00325787


Tree=251
num_leaves=31
num_cat=0
split_feature=4 151 480 1213 150 160 158 475 42 156 457 448 457 376 132 1 130 43 42 15 151 4 15 3 15 47 376 2 16 1
split_gain=0.710033 0.747414 0.71001 0.719886 0.649986 0.822971 0.618542 0.593081 0.57698 0.609792 0.578352 0.586339 0.535225 0.522298 0.520576 0.571762 0.50273 0.612941 0.76008 0.677581 0.574569 0.649468 0.599094 0.527894 0.727479 0.499807 0.628713 0.486609 0.393941 0.4593
threshold=0.27287000000000006 -0.27559499999999998 0.084710000000000021 -1.0000000180025095e-35 -0.22665999999999997 -0.091944999999999985 0.090905000000000014 -0.086004999999999984 -1.0000000180025095e-35 0.10441500000000002 -0.0029299999999999994 -0.083859999999999976 -0.14786499999999997 0.081970000000000015 0.082230000000000011 1.0000000180025095e-35 -0.23647499999999996 -0.074359999999999996 0.091545000000000015 0.097020000000000009 0.056735000000000001 -0.49405499999999997 -0.095869999999999983 -0.077774999999999983 -1.0000000180025095e-35 0.11518500000000002 0.091135000000000008 0.090310000000000015 -0.54165499999999989 0.111945
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 7 -5 13 8 -1 14 10 12 -12 -10 -6 25 -16 -13 23 19 20 21 -19 -23 24 -18 26 -7 -24 -3 -30
right_child=1 28 -4 4 5 6 -8 -9 9 -11 11 16 -14 -15 15 -17 17 18 -20 -21 -22 22 27 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0037089119608566599 -0.0034238342442329049 0.0036988875002035983 -0.0036122947186215111 0.003397944517477095 -0.0030954892558151667 -0.0033183884573659336 -0.0030540047210374914 -0.0035934256953491233 0.0016981334262958494 -0.0032444115113275935 -0.0039237334640032651 -0.0033932858602695399 -0.0030369148679075756 0.0021518132663070769 -0.0036011490991924994 0.0027578089218959407 -0.0021671534178882897 -0.0018895757169132303 -0.0023561429140360273 -0.0024958785199379863 -0.0013177213835423142 -0.00018029123136679379 0.00086226264215019676 0.0037427291799284786 0.0022459167454786859 0.0011792929325844437 0.0028435393392277049 0.0032110150707387861 -0.00068070913972887316 0.0020342517851898402
leaf_weight=0.15662075206637371 0.42454147431999434 0.82616726611740876 0.87220673752017219 0.60875307023526559 1.8404665290145303 2.0624184531625507 0.85275672056013618 1.2797056579147561 0.41964010451920319 0.58456265204586166 0.34284310939258311 0.35574088222349232 1.0461866750847768 0.27333714789710928 0.24075069720856834 0.67420448106713593 0.64532615634379942 0.67091038357467692 1.1086174132651638 0.73756114114075977 1.1102851838804779 1.500783508294276 1.7114802200811476 1.4694849632214904 1.7118819497991355 0.50994693872053165 0.23101754253730167 3.1317020657006651 1.2924958344083273 1.9785025316523386
leaf_count=4 15 57 218 14 283 393 136 474 31 114 13 17 122 11 56 32 164 57 213 31 19 48 78 105 43 12 4 77 50 230
internal_value=0 0.00104989 -0.000470238 -0.000361818 -0.000215097 -0.00030977 -9.88525e-05 -0.00279716 2.5499e-05 0.000308818 0.000438942 0.000653336 -0.00168135 -0.00241696 -0.0012353 0.00108459 0.000764205 0.000871393 0.000408912 0.000754787 0.00104987 0.0014246 0.00177509 0.00207649 0.00103776 -0.00199246 -0.0026977 0.00238101 0.00151345 0.000961467
internal_weight=0 4.52171 26.1492 25.277 23.8407 23.2319 21.1181 1.43633 20.2653 16.547 15.9624 14.4966 1.46583 2.1138 3.71834 0.914955 14.1538 13.798 9.97134 8.86272 8.12516 7.01488 6.34397 3.82669 2.35721 2.80338 2.29344 4.84318 4.09717 3.271
internal_count=3121 352 2769 2551 2073 2059 1765 478 1629 1132 1018 865 153 294 497 88 852 835 523 310 279 260 203 312 207 409 397 155 337 280
is_linear=0
shrinkage=0.00354208


Tree=252
num_leaves=31
num_cat=0
split_feature=1 0 0 52 47 15 1 48 50 3 14 49 42 4 52 45 43 51 49 0 128 14 159 2 43 0 4 4 457 457
split_gain=3.43276 1.57118 1.52227 1.38743 1.37485 1.17169 1.24593 1.19139 1.18814 0.90805 0.891373 1.05692 0.870967 1.1476 1.23809 0.868505 0.861391 0.859859 1.06664 0.849906 0.804396 0.798579 0.720039 0.699383 0.698343 0.606362 0.587927 1.81201 0.729012 1.18926
threshold=0.094385000000000011 -0.060129999999999996 -0.10096999999999999 -0.43320999999999993 0.096300000000000011 0.035560000000000008 0.11146500000000002 0.12879500000000002 0.11843500000000001 0.16158000000000003 0.062655000000000016 0.0065400000000000015 0.092620000000000022 -0.49405499999999997 0.10347000000000002 0.091170000000000015 -0.45785999999999999 0.08955500000000001 -0.086009999999999989 -0.062294999999999996 0.086435000000000012 0.11054000000000001 0.092630000000000018 0.10327000000000001 0.093175000000000022 -0.10324499999999999 -0.083854999999999985 -0.084369999999999987 0.09061000000000001 0.092475000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 -2 5 7 -7 8 15 19 11 17 13 14 -3 20 -14 18 -1 -6 21 -5 23 -15 -25 -8 27 -4 -28 -30
right_child=3 12 26 4 9 6 25 -9 -10 -11 -12 -13 16 22 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 28 -29 29 -31
leaf_value=-0.0013190167772941866 -0.0017648890219572782 -0.0019373393487508912 -0.0013721962480611361 0.0013853003896845629 -0.00089486525353049478 -0.0014959709084683274 0.0016986989530353091 -0.001047620624967883 -0.0011591367336006612 0.0012275609032980541 -0.0017940728391110158 -0.0017066548843432418 0.0010980452168104511 0.0014535830767571575 0.00071435434598063764 -0.0010561193693859688 -0.0019381052849279084 -0.0013741696553625806 0.00061714609006224071 0.00045511161460145872 -0.00074050994329216842 -0.00075069460003227592 -0.00061137551872061751 -0.0011899451810563635 0.0012178759931888653 -0.00021747691355681993 -0.0016324085023328738 0.0021113020046058147 0.0018608581401067432 -0.0017989048450184281
leaf_weight=1.0262078968808044 1.0423084474168742 1.3054247130639844 1.857334725558758 10.334651423152533 5.1883827866986385 1.5604726625606411 0.84161968529224429 0.99345039576292116 0.77443177253007967 1.0181864900514481 1.1812501214444626 1.1873801317997275 0.36989944614469994 2.8587353983893982 0.89904781244695176 0.55797386169433671 1.1963204364292321 1.0800140583887694 5.3220618478953865 1.9363231658935536 0.63293462619185525 0.55779089033603746 1.1192578114569185 0.75352776097133733 0.70490934932604432 1.227738090790808 9.1614021544810367 0.59649929683655756 0.49529522377997526 0.58622589567676187
leaf_count=27 119 58 273 453 127 82 14 10 24 25 77 79 5 36 11 10 72 19 98 31 15 3 19 33 14 30 1280 24 6 47
internal_value=0 -0.000644857 -0.000892526 0.000201691 0.000281686 0.000556584 -0.000322816 0.000787038 0.000928793 -0.000308462 -0.000377559 -0.000183348 -3.97825e-05 0.000202351 -0.000855902 0.00106261 -0.00122105 6.0146e-05 0.000304162 -0.000527974 0.00116518 0.00127592 0.000631473 0.00095369 -2.61681e-05 0.000561843 -0.00128988 -0.000525397 -0.00147302 -0.000122874
internal_weight=0 31.7008 22.4937 26.6663 25.624 17.4811 3.62983 13.8512 12.8578 8.14289 9.79691 8.61566 9.20712 7.6409 2.20447 12.0834 1.56622 7.42828 6.34827 7.12471 11.5254 10.8924 5.43643 4.31717 1.45844 2.06936 12.6968 2.45383 10.2429 1.08152
internal_count=3121 2178 1930 943 824 641 126 515 505 183 300 223 248 171 69 481 77 144 125 158 471 456 102 83 47 44 1630 297 1333 53
is_linear=0
shrinkage=0.00173885


Tree=253
num_leaves=31
num_cat=0
split_feature=1 484 1446 2 133 42 1374 52 43 42 13 2 455 1365 52 15 48 47 128 51 3 376 1 403 0 4 1429 1212 49 457
split_gain=0.712055 0.638474 0.543104 0.569783 0.504464 0.47659 0.537031 0.576717 0.568388 0.560389 0.666253 0.665877 0.479082 0.467533 0.504563 0.455069 0.496655 0.645257 0.46277 0.553927 0.536909 0.377947 0.518305 0.453351 0.361474 0.533324 0.473328 0.545414 0.328525 0.314732
threshold=0.094385000000000011 -0.0068949999999999992 0.091555000000000011 0.14753000000000002 -0.25159999999999993 -1.0000000180025095e-35 -0.094929999999999987 0.11434500000000002 -0.20207499999999998 0.091735000000000025 0.41383500000000001 0.088850000000000012 0.081825000000000009 0.088010000000000019 -0.43320999999999993 0.035560000000000008 0.12879500000000002 0.087885000000000019 0.086435000000000012 -0.076794999999999988 0.12178000000000001 0.091135000000000008 1.0000000180025095e-35 0.03138500000000001 -0.23001499999999997 -0.083854999999999985 0.084545000000000009 -0.50120999999999993 -0.14750499999999997 0.088350000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 21 -7 9 -9 11 12 24 -11 14 -6 16 17 18 19 20 -16 22 -3 -24 -8 -26 27 -27 -17 -13
right_child=2 5 -4 -5 13 6 7 8 -10 10 -12 29 -14 -15 15 28 -18 -19 -20 -21 -22 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=-0.0030319060391284093 -0.0029964730707405561 -0.0030413672735499784 -0.0030258777516301385 0.0026046299205749347 -0.0030225405465448998 -0.0033039822992836391 0.0022540863221485329 0.0020679869264152804 -0.002921690275510095 -0.0031555890107287888 0.0038787297815668326 0.0008156687434794144 0.0017726625491785311 -0.002862593321321921 0.0020370362154193307 0.0006264745547900517 -0.00097473581430629677 4.4077005839488803e-05 -0.0019544697934289223 0.0024221992933729998 -0.0020881882435573157 0.00183289776002637 -0.0026125669314361706 0.0022111701453910188 0.0010222170543640976 0.0021692654207923438 0.001946148463808304 -0.002652374466116398 -0.0021410162240667321 0.0029577093015609223
leaf_weight=0.94932026410242443 0.42583040904718927 1.5489143161685204 0.43473776825703758 0.95890205353498537 0.3700431068427833 0.49537771020550003 0.3724205493926952 0.2531282934360205 1.0783051959588199 1.0736213815398503 0.17570148408412922 4.3136155765969306 0.21212478587403882 0.40150945819914419 0.58645346679258448 0.66831437381915748 1.2967663081362832 3.6874774607131258 0.29811188182793547 3.9137669811025306 0.54810122540220618 0.24712407449260343 0.31649260572157789 0.39122642634902149 0.96709461626596294 0.23738221731036446 0.29443583951797325 1.8720453800633721 0.90915967011824139 0.71856073755770911
leaf_count=397 26 569 30 109 118 38 8 12 213 246 1 175 10 14 33 26 30 117 9 342 10 6 99 18 38 14 19 302 79 13
internal_value=0 -0.000650749 0.000272867 0.000374833 0.000211684 -0.000495576 -0.000248652 -0.000117818 -0.00197307 0.000123477 -0.00159457 0.000409595 -0.00234252 0.000319425 0.00042348 0.000530565 0.000759475 0.00100841 0.00167352 0.00188776 4.41481e-05 -0.00168533 -0.00207061 5.39905e-05 -0.000547462 -0.000856974 -0.00161299 -0.00210978 -0.000968538 0.00112154
internal_weight=0 15.5169 14.4992 14.0644 13.1055 14.5676 12.0638 11.5684 1.33143 10.237 1.46145 8.77555 1.28575 12.6797 12.2782 11.9082 10.3307 9.03391 5.34643 5.04832 1.13455 2.50376 2.25663 0.707719 3.74338 3.37096 2.40386 2.10943 1.57747 5.03218
internal_count=3121 2178 943 913 804 1781 1089 1051 225 826 257 569 256 778 764 646 541 511 394 385 43 692 686 117 381 373 335 316 105 188
is_linear=0
shrinkage=0.00299662


Tree=254
num_leaves=31
num_cat=0
split_feature=1 12 40 3 39 16 0 12 47 0 13 50 52 52 1429 16 0 12 48 2 0 51 4 49 402 2 0 52 13 13
split_gain=2.4209 1.18607 1.12329 1.00841 0.988421 1.03364 1.06695 0.983804 0.947597 0.898257 0.907667 0.755269 0.734368 0.773367 0.731714 0.673266 0.942199 0.591099 0.590956 1.12851 0.866262 0.519938 0.518849 0.52843 0.568543 0.49857 0.462295 0.764627 0.437091 0.971532
threshold=0.099195000000000019 -0.064509999999999984 0.57330500000000006 0.16158000000000003 0.15619500000000003 0.062650000000000025 -1.0000000180025095e-35 0.084100000000000022 0.12033500000000001 -0.060129999999999996 -0.095304999999999987 0.10450500000000001 0.19022000000000003 0.083680000000000018 0.084690000000000015 -0.51370499999999997 -0.084269999999999984 0.079890000000000017 0.11951500000000001 0.11474000000000002 -0.10324499999999999 -0.096089999999999981 -0.17966999999999997 -0.49452999999999997 -0.50169499999999989 0.11093500000000002 -0.053834999999999994 -0.40306999999999998 -0.53104499999999988 -0.47860499999999995
decision_type=2 2 2 2 2 2 2 2 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 8 12 11 10 15 18 13 14 17 -9 -17 21 19 20 25 -1 -12 -24 -25 -3 27 -7 -11 -30
right_child=1 3 -4 -5 -6 26 -8 9 -10 28 22 -13 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=-0.001735396743264021 0.0013825824894358298 0.0010077837940065449 -0.0020579621796559043 0.0012453998430038728 0.0018601756612356773 0.0011462067935972822 0.0015497265442593854 0.0011820688262610419 -0.0013577162179504538 -0.0020575243553914253 0.0016882123767763492 -0.0012655560372902314 -0.0017594149370028819 0.00076371301756097325 0.0010390483898379971 -0.0015027102171187581 0.0014098853323873531 -0.0017097077511021286 -0.00088589192002808505 0.0017980849790043768 -0.00099337726619602327 -0.00019044872055352349 0.00040552217555991877 0.00056335403350941883 -0.0016417357156944148 -0.00038170316011540423 -0.0015308807100357048 -0.0012142387297247449 0.0019283112464160642 -0.00039616328175895714
leaf_weight=0.67471208469941846 3.2565551074221761 2.2842405354604112 0.29419593513011921 1.7347930623218406 0.69099533883854825 0.62581036658957589 1.2071476290002436 0.70692931115627322 1.5127552733756608 0.33825065195560444 0.15376798156648774 1.0208518188446758 0.8212575316429146 2.327485491754488 1.0236874232068647 1.2689039546530694 0.42044455884024379 0.9687320676166572 1.0528617817908523 1.4252217430621383 1.4619475877843795 7.5531390300020576 0.41862441971897801 0.34845916857011339 7.2437665073666757 1.0821070224046705 1.9857660178095109 1.0364848528988662 0.59630265831947316 3.584970175754278
leaf_count=47 255 44 3 83 23 20 48 10 38 3 3 44 41 73 33 97 7 144 11 48 32 184 6 22 1475 12 115 40 6 154
internal_value=0 0.00021059 0.00109752 2.66487e-05 -0.000110766 -0.000203443 5.35497e-05 -0.000547665 -0.000129998 -0.000842908 -0.00111213 9.30338e-05 -0.000214628 -0.000113521 -0.000313296 -0.000199633 -0.000777824 -0.000463827 0.000282857 0.000479631 9.04484e-05 -0.00031714 -0.00137994 -0.00143883 -0.00154053 0.000561135 -0.000981673 -0.000325593 -0.000213814 -6.46637e-05
internal_weight=0 20.6717 3.55075 17.121 15.3862 14.6952 11.0471 28.4494 9.83999 15.0804 10.5609 8.32723 13.369 12.5478 10.2203 2.39628 1.68935 9.19658 7.30638 6.25352 4.8283 8.22785 8.16462 8.01085 7.59223 3.36635 3.64806 1.6623 4.51952 4.18127
internal_count=3121 816 258 558 475 452 277 2305 229 1783 1620 191 522 481 408 114 104 375 147 136 88 231 1506 1503 1497 56 175 60 163 160
is_linear=0
shrinkage=0.00168623


Tree=255
num_leaves=31
num_cat=0
split_feature=1 12 40 12 3 3 453 1348 16 3 14 52 51 52 484 52 1 4 4 157 4 15 12 15 4 11 159 12 13 151
split_gain=2.38159 1.083 1.14027 1.03779 1.04573 0.929528 0.924821 1.00666 0.989861 0.849629 0.774721 0.761524 0.712039 0.697756 0.830924 0.952494 0.734227 0.729883 1.03921 0.675597 0.772482 0.673968 0.888126 1.04618 0.815657 0.582161 0.72137 0.670853 0.578104 0.576099
threshold=0.099195000000000019 -0.064509999999999984 0.57330500000000006 0.084100000000000022 0.10732000000000001 0.31299000000000005 1.0000000180025095e-35 0.089175000000000018 -0.072804999999999981 -0.097604999999999983 0.062655000000000016 0.19022000000000003 -0.10748999999999999 0.19022000000000003 0.08660000000000001 0.077655000000000016 0.077845000000000011 0.0061450000000000003 -0.0016099999999999997 -0.071119999999999989 0.0052350000000000009 0.088345000000000021 0.088615000000000013 0.088495000000000018 -0.077834999999999988 0.081790000000000015 0.092630000000000018 0.085440000000000016 0.0061450000000000003 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 9 6 7 8 11 25 12 -3 -1 14 15 16 -14 18 -18 20 28 -11 24 -24 -23 26 27 -5 -10 -21
right_child=1 5 -4 4 -6 -7 -8 -9 19 21 -12 -13 13 -15 -16 -17 17 -19 -20 29 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0021182224378600684 0.00168152708411965 0.0008129842843745687 -0.0025719330886472044 -0.0023546914634660623 0.00054379649030540341 0.0021194051016244888 -0.002026358868670241 0.0023420938373466382 -0.0019729620920265175 -0.002094958186984824 -0.0021439512169739265 -0.001242680813086848 -0.0015743570536556071 -0.0021566477767732922 0.0016312543033082387 0.0010520751629560922 0.00029308448909841822 0.0007720701578061435 -0.0021680666383456829 0.00067306769199586346 0.0023386641485525763 -0.0020766128961311938 0.0025050284358185087 -0.0020926963152316474 0.0017514843565746559 -0.0021359363323684545 -0.0022308230471999408 0.00061213615825169321 0.0013093580559622505 -0.0011228594115610857
leaf_weight=0.68539935722947021 3.3147765300236673 5.9149619219824725 0.29215577244758595 0.36845936253666867 1.6497787591069926 0.91197929671034117 0.92482413258403617 0.80737610533833581 0.5323285250924561 4.7992186474148166 0.82037509186193425 0.88218988850712765 1.7994930588174591 0.58241338469088155 1.4276414196938265 2.4733545898925513 1.7407188825309279 2.485674032010138 1.2598038231953976 0.89399339957163082 0.67223463393747807 0.33877669787034392 0.23448864533565972 2.0895066419616342 0.7901048385538163 0.74734671553596843 0.58970003854483355 2.732366407988593 0.40061710658483207 5.1110540477093203
leaf_count=57 255 156 3 13 18 60 17 19 27 1014 49 19 154 27 48 69 44 45 29 28 19 75 8 425 26 48 37 119 29 184
internal_value=0 0.000309504 0.001337 -0.000617051 -0.00100203 9.21564e-05 -2.23948e-05 9.94155e-05 -2.62621e-05 -0.00120299 -0.000201194 0.000546183 -7.32248e-05 4.58701e-05 0.00016054 -5.46094e-05 -0.000430308 -5.50557e-05 -0.000740258 -0.000537547 0.000651901 -0.00159464 -0.000899237 -0.00162879 0.000602675 -0.000474739 -0.000138339 0.000259599 -0.000563498 -0.000855493
internal_weight=0 20.6585 3.60693 27.6146 14.3397 17.0516 16.1396 15.2148 14.4074 12.69 13.2749 6.79715 12.4545 11.7691 11.1867 9.75904 7.28569 5.4862 3.00052 7.61023 1.60518 8.2521 3.45288 2.324 1.12888 4.43787 3.69053 3.10083 0.932946 6.00505
internal_count=3121 816 258 2305 1783 558 498 481 462 1765 522 175 473 416 389 341 272 118 73 287 75 1548 534 433 101 217 169 132 56 212
is_linear=0
shrinkage=0.00206397


Tree=256
num_leaves=31
num_cat=0
split_feature=31 2 123 1447 1213 50 50 3 1 52 15 15 48 52 13 16 13 13 43 0 48 43 0 0 453 12 13 156 16 16
split_gain=0.712564 0.673891 0.66142 0.500761 0.499811 0.521129 0.551608 0.551568 0.516718 0.562373 0.592258 0.660659 0.564074 0.568495 0.569807 0.490491 0.488856 0.58117 0.488616 0.764179 0.679377 0.502403 0.723175 0.515501 0.459174 0.503126 0.45995 0.450725 0.441914 0.516318
threshold=-1.0000000180025095e-35 0.099185000000000009 0.08592000000000001 -1.0000000180025095e-35 -0.082704999999999987 0.10124500000000002 0.10030500000000002 -0.20241999999999996 0.13075500000000004 -0.12005499999999998 -0.11713499999999999 -0.10653 0.092475000000000016 0.10473500000000001 -0.099939999999999987 0.51524500000000006 -0.53104499999999988 -0.47860499999999995 -0.083879999999999996 -0.13455999999999999 0.086260000000000017 -0.084154999999999994 -0.077999999999999986 -0.10836499999999999 0.10564500000000002 0.092355000000000007 0.10820000000000002 0.096630000000000008 0.15891500000000003 0.23311500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 -2 6 7 -6 9 -9 -11 -12 13 14 -13 -10 -5 -18 21 20 -20 22 23 -16 25 27 -27 28 -19 -30
right_child=1 2 -4 16 5 -7 -8 8 15 10 11 12 -14 -15 18 -17 17 24 19 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0035548415253145622 -0.0033948040510177087 -0.0034538132194472672 0.0028281374211477309 -0.003189334509114827 0.0026848851856197597 -0.003266157771310796 0.0039713941738197794 -0.0032909567271527307 0.0035536056062031945 -0.0027494418795729102 0.0028497451334668048 0.0014990025062578364 0.0013700034746296991 -0.0034647814640057541 0.0020863654876172246 -0.00058325693436153529 0.0037273461450123865 0.0014780107812607701 0.0012535523311246169 -0.0030122099971863076 -0.0025450263140676275 0.0047113901442623878 0.0013947848416607728 -0.0034650805141910757 -0.0033957566728857005 -0.0021461738314145491 0.0014704066173809862 -0.001510120629788049 -0.0033381416506203278 0.00096639610952397605
leaf_weight=0.54647270473651843 0.75006163952639937 0.43551615840987956 1.0595415418501932 0.45446779299527129 0.56512983446010068 0.78339430119376707 0.3066845843568452 0.99770957668079496 0.60006092663388588 1.3814049391658088 0.64821129757911222 1.1796969586284829 1.3749015666544426 0.89200720435474146 0.2374430249910805 0.68887997418642044 0.54192253598011753 5.1025225548073667 1.3205965964589261 2.3283679821761085 0.87654059566557396 0.2435785214183851 1.2724515672307462 0.88399901939556014 0.38840652909129936 1.4592919484712181 0.53876012604450796 0.88818699587136496 0.50810146925505228 0.80707662343047559
leaf_count=86 267 47 116 9 22 245 5 218 41 125 16 46 41 192 15 11 22 262 36 584 17 5 54 179 11 284 51 53 12 49
internal_value=0 -0.000300118 0.000302725 6.21898e-05 -0.000723917 -0.000603097 -0.000471038 -0.000558987 -0.000681808 -0.000873157 -0.000682301 -0.000428649 -0.000628949 -0.000926562 -0.000655173 0.00134264 0.00020545 0.000356201 -0.00100995 -0.00167692 -0.000261878 0.000134468 -0.000331234 -0.00228967 0.000167712 0.000316474 -0.00117099 0.000723273 0.00103237 -0.000696604
internal_weight=0 29.5149 12.1838 11.1243 17.3311 16.5811 15.7977 15.491 14.9258 13.6369 12.6392 11.2578 10.6096 9.23468 8.34267 1.28894 10.6887 10.2343 7.16298 4.52551 2.19714 2.63747 2.39389 1.12144 9.69235 9.30394 1.99805 7.30589 6.4177 1.31518
internal_count=3121 3035 916 800 2119 1852 1607 1602 1580 1528 1310 1185 1169 1128 936 52 753 744 890 637 53 253 248 194 722 711 335 376 323 61
is_linear=0
shrinkage=0.00334509


Tree=257
num_leaves=31
num_cat=0
split_feature=1 0 1 52 47 50 15 48 1 3 4 52 52 14 2 51 160 2 16 16 43 15 14 457 2 2 457 0 128 3
split_gain=2.94527 1.49209 1.44541 1.22812 1.30399 1.13 1.11748 1.19816 1.10067 0.936064 0.893357 1.13702 0.956681 0.893091 0.939941 1.1439 0.793976 0.705382 0.684731 0.639423 0.604603 0.550065 0.547015 0.527557 0.651831 1.09543 0.611016 0.51774 0.472356 0.448344
threshold=0.094090000000000021 -0.060129999999999996 1.0000000180025095e-35 -0.43320999999999993 0.092710000000000015 0.11610000000000001 0.035560000000000008 0.12879500000000002 0.11146500000000002 0.16158000000000003 -0.49405499999999997 0.10347000000000002 0.11434500000000002 0.062655000000000016 0.073895000000000002 0.087505000000000013 -0.24498999999999996 0.10912000000000001 -0.51370499999999997 -0.078844999999999985 -0.073959999999999984 -0.008624999999999999 0.11054000000000001 0.088350000000000026 0.084055000000000005 0.083995000000000014 0.092475000000000016 -0.074229999999999977 0.086435000000000012 -0.116045
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 18 -2 5 6 7 16 -8 20 11 -3 17 14 19 21 -5 -12 -1 -4 -6 -16 28 24 25 -20 -25 -22 -18 -19
right_child=3 10 13 4 9 -7 8 -9 -10 -11 12 -13 -14 -15 15 -17 22 29 23 -21 27 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=0.0003309598552258543 -0.0016832997438825951 -0.0017909967011393354 -6.736873769998947e-05 -0.0008847825952809881 0.00016136047728962494 -0.0012183026269388705 -0.0013895043234611476 -0.0008900083405535506 0.0006611269349359229 0.0013754073473929524 0.0010335019259230895 0.00043588324008982896 -0.001328048362371679 -0.0017202605762530233 0.00029658250462784541 -0.00091149929557330679 0.0013447861434297457 0.00057742992455399875 -0.0012199076262592566 -0.0015997236864232353 -0.0012846823041949033 0.0016323260815464839 -0.00058456009066301044 0.0010524545087819688 -0.0016904011116047433 0.0025117579852445291 -0.0017161695689118476 -3.2803699043099791e-05 -0.00031673306050869834 -0.0016832291205854807
leaf_weight=0.71162106469273823 0.87149708718061702 1.3609999022446575 1.4391883511561889 0.53923880727961737 2.6790252476930618 0.89368220488540906 1.256097638513894 0.92159491777420122 1.699752554297447 0.87529551237821568 3.7738663479685766 1.1824526339769361 0.73484038515016425 1.1106697493232776 2.1985465846955776 1.5065401904284952 9.5837345325853587 0.4829469211399553 0.97663485934026517 1.5726235825568431 2.6619632630608976 1.3878151141107085 0.46255885064601976 0.50658124219626266 6.9871681756339967 0.2791245998814702 0.38880346342921257 1.3865040792152274 0.49664540961384851 0.48544079391285788
leaf_count=19 119 64 138 16 57 46 73 10 40 25 55 18 32 77 39 26 446 5 114 182 69 20 3 10 1244 10 40 38 13 73
internal_value=0 -0.000543278 -0.000796166 0.00025307 0.000325015 0.000596258 0.000704659 0.000929961 -0.000210295 -0.000240581 5.78538e-05 -0.000755719 0.000435661 -0.000323281 -0.000131838 0.000303208 0.00108131 0.000708958 -0.00123859 -0.000867491 -0.000450832 0.000813475 0.00118187 -0.00136081 -0.00149236 -0.00039045 -0.000149767 -0.000855944 0.00126293 -0.000555811
internal_weight=0 27.0859 19.0653 24.3276 23.4561 15.8533 14.9596 12.0038 2.95585 7.60279 8.02055 2.54345 5.47709 9.21538 8.10471 5.0929 11.0822 4.74225 9.84993 3.01181 6.72749 3.58636 10.5429 9.13831 8.24293 1.25576 0.895385 4.04847 10.0804 0.968388
internal_count=3121 2166 1919 955 836 647 601 488 113 189 247 82 165 482 405 85 478 133 1437 320 164 59 462 1418 1368 124 50 107 459 78
is_linear=0
shrinkage=0.0016612


Tree=258
num_leaves=31
num_cat=0
split_feature=1 12 3 3 47 50 52 151 14 124 2 160 51 52 3 43 15 42 11 1 43 16 48 16 131 49 52 4 403 1
split_gain=3.40605 1.41866 1.32047 1.95428 1.22164 1.30097 1.27859 1.10613 1.07645 1.07635 0.969403 0.913654 0.892788 0.974453 0.91345 1.08659 0.805846 0.775931 0.669372 0.635922 0.61604 0.536509 0.534747 0.49156 0.655961 0.454863 0.728675 0.569362 0.79948 0.795877
threshold=0.10089500000000001 -0.064509999999999984 -0.12018999999999998 -0.055119999999999995 0.096475000000000019 0.11610000000000001 -0.28430999999999995 -0.40381499999999992 0.076175000000000007 -0.51664499999999991 0.11448000000000001 -0.079009999999999983 -0.096089999999999981 0.11434500000000002 0.090900000000000009 -0.079109999999999986 -1.0000000180025095e-35 -0.085499999999999979 1.0000000180025095e-35 0.14000500000000002 -0.14386499999999997 -0.094359999999999986 0.085845000000000019 -0.53943499999999989 0.092000000000000012 -0.081604999999999997 -0.046924999999999988 -0.077679999999999985 -1.0000000180025095e-35 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=2 9 8 25 5 6 -3 -8 16 -2 11 -9 -5 14 15 -14 -1 -6 -18 23 -13 -16 -17 -19 -25 26 -4 28 -27 -30
right_child=1 4 3 12 17 -7 7 10 -10 -11 -12 20 13 -15 21 22 18 19 -20 -21 -22 -23 -24 24 -26 27 -28 -29 29 -31
leaf_value=0.0014901892138928993 -0.0021963848800866177 -0.0012714205023561256 0.00064781768305558201 -0.0020686546326570635 0.00088212750353920894 -0.0021452862338538479 -0.0019910849650867377 -0.00089705875743295561 -0.0020452630495997903 0.0016739999147932186 0.001759839800026506 -0.00050773804712386827 0.00089934630323299208 -0.0018081095106645144 -0.00046774038087729912 -0.00057859231587096074 0.00038529473184100859 0.00022187833839101021 -0.001516924627876733 0.00069277654584475328 0.0013118955978603309 0.0011472374552092058 -0.0021391853029087832 -0.0021779242237047448 -0.00034866540973925024 -0.0020112701205529265 -0.002046598070172709 -0.0020157578098081129 -0.0010636336407465641 0.0013303502294447335
leaf_weight=1.8621679763309655 0.3098709825426339 1.287647452205422 0.95344814611598849 1.1098589168395836 1.0875943037681279 0.72876405483111817 0.52282524481416004 1.4517398951575158 0.81096500298008312 3.7739135643932995 3.9101323098875582 0.94041203334927548 1.6737235360778848 1.3264338665176172 1.1113140033558009 3.3988390318118 2.8234570268541606 0.72434630244970266 0.99777931300923217 0.77061292994767416 3.5054753343574632 3.1252932325005531 1.1784527914132921 2.3994798827916384 1.1584347467869518 2.1386119653470814 0.68912465218454844 6.0878012117464095 1.9338170192204436 0.77532852184958745
leaf_count=41 4 88 15 74 10 26 8 28 61 248 144 17 48 44 18 96 52 14 39 15 81 48 34 58 39 442 53 1042 204 30
internal_value=0 0.000315438 -0.000697301 -0.000901959 8.02106e-05 0.000442108 0.000604405 0.000838215 0.000106346 0.00138032 0.000989038 0.000477995 -0.000356766 -0.000195945 7.95538e-06 -0.000477077 0.00041336 -0.000647478 -0.000111402 -0.000976714 0.000926999 0.000723609 -0.000980377 -0.00127715 -0.00158233 -0.00146214 -0.000482597 -0.00160927 -0.00109881 -0.000378501
internal_weight=0 22.5712 31.9964 25.502 18.4875 12.347 11.6182 10.3306 6.49437 4.08378 9.80776 5.89763 12.9239 11.8141 10.4876 6.25102 5.6834 6.14047 3.82124 5.05287 4.44589 4.23661 4.57729 4.28226 3.55791 12.5781 1.64257 10.9356 4.84776 2.70915
internal_count=3121 780 2341 2148 528 392 366 278 193 252 270 126 362 288 244 178 132 136 91 126 98 66 130 111 97 1786 68 1718 676 234
is_linear=0
shrinkage=0.00199633


Tree=259
num_leaves=31
num_cat=0
split_feature=4 453 480 1213 1456 11 403 475 1374 133 52 457 11 14 1 42 151 133 133 13 0 3 1 48 0 43 2 151 3 43
split_gain=0.715605 0.684954 0.663246 0.687992 0.598639 0.736005 0.667396 0.567204 0.521625 0.479031 0.614005 0.487436 0.469318 0.468144 0.490777 0.572618 0.541976 0.662633 0.517874 0.564885 0.528106 0.679719 0.88818 0.53266 0.424597 0.799278 0.399009 0.381245 0.369892 0.327743
threshold=0.27044500000000005 1.0000000180025095e-35 0.084710000000000021 -1.0000000180025095e-35 -1.0000000180025095e-35 0.081790000000000015 -0.083259999999999987 -0.086004999999999984 0.093235000000000012 -0.25159999999999993 -0.43320999999999993 0.5717850000000001 0.088710000000000011 0.076175000000000007 1.0000000180025095e-35 -0.088934999999999986 -0.082229999999999984 0.10622000000000002 0.048520000000000008 -0.092879999999999976 -0.11991499999999998 -0.10519499999999998 0.13021500000000003 0.086260000000000017 -0.084044999999999995 0.15359500000000004 1.0000000180025095e-35 -0.033849999999999991 0.149315 -0.084004999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 12 3 7 27 6 28 -1 9 -8 -11 13 -2 14 15 -12 -17 24 19 -16 23 -22 -23 -21 25 26 -18 -5 -6 -26
right_child=1 -3 -4 4 5 -7 8 -9 -10 10 11 -13 -14 -15 18 16 17 -19 -20 20 21 22 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=0.0031471172221186625 0.0018549505995512361 -0.0022881922378032889 -0.00306850553713147 0.00093438282166881652 -0.0030526412144021818 -0.0028522737616424685 -0.0023515289010233209 -0.0030560338682462762 -0.0028146948977960827 -0.0026061401197203069 -0.0030979809852297599 -0.0031414468570007598 -0.00058428654666828881 -0.0017661029500175482 0.0023365189081217827 -0.0025229242728329491 0.0033858164172795514 -0.002164310105463611 0.0030729328850252887 0.0025117559636737602 0.0020397474168125213 -0.0019145529282580942 0.0012673455830055462 0.0002443536803546229 0.0024796251343276099 0.0031487941007586296 -0.0031078398149474141 -0.0030871484536779559 0.0033500441447032706 0.00053992275221372292
leaf_weight=0.15011155605316151 3.1723801904590792 0.54580361302942026 0.82072369538945977 0.2733740359544754 0.85480040352560749 0.83338125492446025 0.63111474586186744 1.2301742355339325 0.52423990482929994 0.63063912477812323 0.52572353836148966 0.34276858437806268 0.92454785434529174 0.80086135666351665 1.7256440203637176 0.5974055393016896 0.098067276179789831 0.71930537314619858 0.97042480553500432 1.7173134994227708 0.92995981173592479 2.3825955287319673 1.1958217599894849 2.0784558840095997 1.6114726600935685 0.35372136672958732 0.69117653282592073 0.98432097380283667 0.090570099651813507 1.5520693248253778
leaf_count=4 314 17 218 27 314 114 136 470 33 151 88 8 34 34 79 102 1 41 93 43 25 210 26 38 37 7 142 220 1 94
internal_value=0 0.000882132 -0.000404524 -0.000315267 -0.00019189 -7.55933e-05 3.44722e-05 -0.00238142 0.000150942 0.000230448 0.00031656 0.000417319 0.00130449 0.000485276 0.000590415 -9.12478e-05 0.000189856 0.000512318 0.000971454 0.000768127 0.000442207 -0.000254904 -0.000851238 0.00127019 0.000959388 -0.000614395 -0.00230097 -0.00221302 -0.00243924 0.00152799
internal_weight=0 4.64273 25.3162 24.4955 23.1152 21.8575 21.0242 1.38029 20.0788 19.5545 18.9234 18.2928 4.09693 17.95 17.1492 6.14894 5.62322 5.02581 11.0002 10.0298 8.30415 4.50838 3.57842 3.79577 4.30651 1.14297 0.789244 1.2577 0.945371 3.16354
internal_count=3121 365 2756 2538 2064 1817 1703 474 1388 1355 1219 1068 348 1060 1026 512 424 322 514 421 342 261 236 81 281 150 143 247 315 131
is_linear=0
shrinkage=0.00301265


Tree=260
num_leaves=31
num_cat=0
split_feature=1 0 1 12 3 47 47 47 4 50 151 40 4 43 457 3 2 14 2 48 403 16 2 3 159 3 0 1446 0 12
split_gain=2.81951 1.33182 1.40756 1.18034 1.21033 1.10056 1.19904 1.05881 1.66475 1.26954 1.1961 1.04998 1.00326 1.22818 0.969307 1.21757 1.33733 0.900343 0.89416 1.11413 0.915157 0.921771 0.853846 1.0702 0.862931 0.68435 0.646018 0.581248 0.550851 0.844163
threshold=0.094385000000000011 -0.060129999999999996 1.0000000180025095e-35 -1.0000000180025095e-35 0.16158000000000003 0.090100000000000013 0.10980000000000002 0.13148500000000005 -0.013125 0.10987000000000001 -0.40381499999999992 -1.0000000180025095e-35 -0.49405499999999997 -0.52440999999999993 -0.072694999999999996 0.12178000000000001 0.090310000000000015 0.062655000000000016 0.073895000000000002 0.086260000000000017 0.03138500000000001 -0.5224049999999999 0.10731 -0.116045 0.088800000000000004 0.11296500000000002 -0.055064999999999996 0.088645000000000015 -0.10607499999999999 0.091840000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 25 5 7 27 -7 8 11 10 -10 -5 13 -3 -12 16 26 18 20 -20 21 -4 24 -24 -14 -1 28 -2 -16 -30
right_child=3 12 17 4 -6 6 -8 -9 9 -11 14 -13 22 -15 15 -17 -18 -19 19 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0015151825657326371 0.0017075602846976347 0.0011388631431693648 0.001985436086386282 0.0017957646710055064 0.0014455210486672442 -0.0016287811218476723 0.00095704777496568129 -0.0014243596986391693 -0.0019358549329035043 -0.0016222711891826732 -0.0010394476037879365 -0.001600566752614094 0.0014780300361093306 -0.0016549628570493012 0.00078690055158174154 -0.00070490285743879291 0.0019178200554658329 -0.0018907966402123876 0.00092008737624877138 -0.00085800024886515725 0.00066021718380240499 -0.0018551101734162912 0.0010079384826827634 -0.0018943730297221989 -0.00032968116358302003 0.00019997979875595486 0.0014168840976046297 -0.00097165427457355093 0.00087226107388903241 -0.002060151562252826
leaf_weight=9.2703142403624987 3.5256267390213938 0.70452766679227385 0.22926169633865301 0.34152552112937007 1.6839454770088185 0.97866999916732345 1.5275794919580219 1.9927612296305586 0.63276284933090465 1.0338238640688349 1.0138566615059996 2.6697750727180454 2.6321445256471621 2.0360686653293669 1.1148570002987983 1.4216508902609346 3.6927468194626272 1.1800779530312855 3.302707620896399 1.8171983733773229 0.89136830484494556 2.2292536913882937 0.73460942693054654 0.9951483397744596 1.318393846042454 0.84431460127234537 1.3044732650741844 0.29163765534758557 0.52944122999906562 0.85216441052034497
leaf_count=1428 258 8 4 9 69 17 39 39 14 34 15 219 36 74 14 14 112 77 60 26 43 283 8 99 23 9 30 8 9 43
internal_value=0 -0.000637817 -0.000896601 0.000207111 -2.78019e-05 0.000886339 -5.26973e-05 -0.000177261 -7.12628e-06 0.000306643 0.000495448 -0.00121537 -3.04314e-05 -0.000936751 0.000650389 0.000842559 0.00113613 -0.000398295 -0.000190348 0.000288994 -0.000922966 -0.00149697 0.000406845 -0.000661793 0.000874751 -0.00137201 0.000376695 0.00150287 -0.000166834 -0.00093643
internal_weight=0 28.1854 19.7645 24.6073 18.2838 6.32351 2.50625 16.5998 14.6071 11.5958 10.562 3.0113 8.42089 2.7406 9.92919 8.91533 7.49368 9.64987 8.46979 5.11991 3.34988 2.45852 5.6803 1.72976 3.95054 10.1146 3.80094 3.81726 2.49646 1.38161
internal_count=3121 2178 1930 943 621 322 56 552 513 285 251 228 248 82 237 222 208 493 416 86 330 287 166 107 59 1437 96 266 66 52
is_linear=0
shrinkage=0.00182386


Tree=261
num_leaves=31
num_cat=0
split_feature=1 12 40 12 13 49 3 39 47 50 16 48 160 42 15 43 13 52 51 52 474 52 157 2 42 13 3 15 13 484
split_gain=2.55529 1.25686 1.23056 1.09931 1.07496 1.16077 0.992186 0.975884 1.02011 0.994677 0.983202 0.978477 1.03602 1.2984 0.869735 0.820376 0.790576 0.78529 0.746304 0.750126 0.614739 0.694298 0.582836 0.543237 0.525714 0.571059 0.509995 0.508888 0.621776 0.485574
threshold=0.10089500000000001 -0.064509999999999984 0.57330500000000006 0.084100000000000022 -0.095304999999999987 -0.081604999999999997 0.31299000000000005 0.15619500000000003 0.096475000000000019 0.11610000000000001 0.066275000000000014 0.12879500000000002 -0.079279999999999975 -0.12995999999999999 0.084050000000000014 -0.17390999999999998 0.17001000000000002 0.11434500000000002 -0.10748999999999999 0.19022000000000003 0.084660000000000027 0.077655000000000016 -0.081329999999999986 0.097845000000000015 0.08623500000000002 -0.10278499999999999 -0.074084999999999998 -0.11713499999999999 -0.063184999999999977 0.073690000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 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 14 17 -6 7 8 9 10 11 12 -3 -14 18 16 -7 23 -1 20 21 22 -20 24 -5 -26 27 -10 -29 -24
right_child=1 6 -4 4 5 15 -8 -9 26 -11 -12 -13 13 -15 -16 -17 -18 -19 19 -21 -22 -23 29 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0019171501573443687 0.0015763257750665489 -0.0004670952942813024 -0.0023442855301183626 -0.0013275116431028405 0.00025987585893025273 0.00079972853769475372 0.0019125786756402923 0.002053406660391771 -0.0013881041826571696 -0.0019951579552558076 -0.00078583686765688486 -0.0012785517225504803 -0.0011065466872749554 0.0017018767257624943 -0.0019044362083595881 -0.0017230141475823759 -0.0019059703201291509 -0.0020647897875825743 -0.00199825161979173 -0.0019575027145924727 0.001265611419277519 0.00081423608905443871 -0.00034628665821976348 0.00098327501550939003 -0.00092923267749637486 0.0019640168572383301 -0.0013381491630739541 -0.00078257816266191077 0.001768924249958655 0.0011288506614097432
leaf_weight=0.72456487850285967 3.3838667178060891 1.4549092771485446 0.30320561677217472 1.1074914755299685 1.5460044729989011 0.96494034607894608 0.93867997359484512 0.72389831161126572 0.72507906705141101 0.67826439347118217 2.0757575465831906 0.79522620746865857 0.66117477603256691 4.2527960222214425 0.97682378091849464 8.0125569275114668 0.61436252342537045 0.63229587371461082 0.65148945013060444 0.62530956603586751 1.4689108440652479 2.5455984633881599 5.8927469227928722 1.6418650557752696 0.45971496729180217 0.48975076247006644 2.9848711034283033 0.63413015240803372 0.69675064738839831 0.89322169078513969
leaf_count=59 249 31 3 43 53 35 60 25 9 26 109 8 8 136 106 1493 75 34 41 25 52 59 181 24 31 11 75 29 12 19
internal_value=0 0.000269144 0.00125392 -0.000591694 -0.000932829 -0.00123931 5.06966e-05 -6.07443e-05 -0.000163053 0.000184041 0.000344008 0.000671374 0.000914844 0.001324 -0.000208711 -0.00148094 -0.000252812 -0.000144689 -7.93216e-05 3.09372e-05 0.000139512 -2.61831e-05 -0.000313831 0.000183543 -0.000454803 0.000563155 -0.000845981 -0.000131444 0.0005532 -0.000152118
internal_weight=0 20.3086 3.68707 29.2476 15.469 11.1379 16.6215 15.6829 14.959 9.91813 9.23986 7.16411 6.36888 4.91397 13.7787 9.59186 1.5793 4.33112 12.8018 12.0773 11.452 9.98306 7.43746 3.69882 2.05696 0.949466 5.04083 2.05596 1.33088 6.78597
internal_count=3121 780 252 2341 1799 1656 528 468 443 318 292 183 175 144 542 1603 110 143 436 377 352 300 241 109 85 42 125 50 41 200
is_linear=0
shrinkage=0.00186439


Tree=262
num_leaves=31
num_cat=0
split_feature=1 52 47 0 1 50 15 48 1 14 2 51 403 4 3 160 2 16 4 43 2 3 0 484 457 457 2 2 15 457
split_gain=2.8275 1.24846 1.32857 1.24404 1.3538 1.17437 1.18071 1.24361 1.07283 0.865231 1.04052 1.02557 0.970878 0.832868 0.814129 0.80007 0.925883 0.794391 0.789732 1.20643 0.931093 0.98706 0.771802 0.707379 0.668986 0.709564 0.691181 1.1308 0.598808 0.539954
threshold=0.094385000000000011 -0.43320999999999993 0.096300000000000011 -0.060129999999999996 1.0000000180025095e-35 0.11610000000000001 0.035560000000000008 0.12879500000000002 0.11146500000000002 0.062655000000000016 0.073895000000000002 0.087505000000000013 0.03138500000000001 0.40124500000000002 0.16158000000000003 -0.080409999999999995 0.11474000000000002 -0.51370499999999997 -0.49405499999999997 -0.52440999999999993 0.10731 -0.116045 -0.062294999999999996 0.044540000000000003 0.088350000000000026 0.092475000000000016 0.084055000000000005 0.083995000000000014 -0.008624999999999999 0.51767500000000011
decision_type=2 2 2 2 2 2 2 2 2 2 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 17 6 7 15 -8 10 12 28 13 -6 22 16 23 -1 19 -5 -20 -22 -4 -3 26 -26 27 -19 -12 -17
right_child=1 2 14 18 9 -7 8 -9 -10 -11 11 -13 -14 -15 -16 29 -18 24 20 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00045381118694399933 -0.0016621140001615541 -0.0014740422742575362 -0.00085850483155599621 0.0010460241620681844 -0.0016703478562143557 -0.0012398274509235203 -0.0013517088692591949 -0.00095054716185221007 0.00054663685097045087 -0.0016971294068141055 0.00024654568023073928 -0.00083124717743365795 0.00052989015665222893 0.0017502088977006552 0.0011936981353539743 0.0013119321843712284 0.0017412358470947915 -0.0011903106758651104 0.00075324795797584673 -0.0014578075568861075 0.00079846862199259066 -0.0017152700887774432 0.00038405885878907132 0.00051227963182806668 0.0011366588650037733 -0.0016870412985779647 -0.0016657433081159929 0.0025378116451100774 0.0016356474620473941 -0.00040914941764530152
leaf_weight=0.71831562975421803 0.96098999166861432 0.89480930753052534 4.8904234734363854 0.7076537832617763 2.3533903723582617 0.98434642935171801 1.4106141645461332 0.97223947569727975 1.8503778167068956 1.147048424463718 2.1563686560839415 1.510760376229882 0.97572936164215196 0.20833431184291828 0.84126839041709889 8.5186843741685099 0.7501343605108558 0.97038920596241929 3.859464160166679 1.9245917154476044 0.70854094997048367 1.0313155290205029 1.8533940343186248 1.0450254087336359 0.56939976569265205 0.41269635898061097 7.49127177009359 0.28241194179281592 1.3609796892851593 0.52002881187945682
leaf_count=19 119 19 127 8 283 44 68 10 41 77 39 27 43 4 25 380 39 114 59 74 8 99 31 33 10 40 1244 10 20 7
internal_value=0 0.000171273 0.000243094 -0.000581063 -0.000800415 0.00049839 0.000605584 0.000831556 -0.000274535 -0.000359749 -0.000180655 0.000298703 -0.000862011 -0.00139217 -0.000327276 0.000979282 0.000194247 -0.0012102 -4.39242e-05 -0.000784677 0.000304304 -0.000691573 -0.000517013 -0.000403973 -0.0013331 -4.99162e-05 -0.00147722 -0.000349901 0.000784036 0.00121291
internal_weight=0 25.4923 24.5313 28.3887 20.1571 16.9463 15.9619 12.7009 3.26099 9.71261 8.56556 5.02811 3.53745 2.56172 7.58509 11.7287 2.68997 10.4445 8.23157 2.63225 5.59932 1.73986 6.74382 1.93983 9.72617 0.982096 8.74407 1.2528 3.51735 9.03871
internal_count=3121 943 824 2178 1930 641 597 488 109 493 416 86 330 287 183 478 91 1437 248 82 166 107 158 52 1418 50 1368 124 59 387
is_linear=0
shrinkage=0.00163972


Tree=263
num_leaves=31
num_cat=0
split_feature=4 12 151 43 3 50 42 453 39 13 52 1348 1429 47 52 1348 52 42 15 1 15 1 4 2 16 15 15 3 11 47
split_gain=3.37159 2.1105 1.44287 1.27833 1.26024 1.20293 1.18986 0.977756 0.91235 0.727873 0.674359 0.673364 0.671607 0.795097 0.637764 0.63691 0.567491 0.565864 0.499092 0.495162 0.402372 0.343462 0.450275 0.319323 0.536276 0.311096 0.494818 0.377721 0.588714 0.652994
threshold=0.27834500000000006 0.051320000000000005 -0.27559499999999998 -0.04890499999999999 0.30112000000000005 0.11875500000000001 -0.095284999999999995 1.0000000180025095e-35 0.14059500000000003 -0.47860499999999995 -0.0092699999999999987 0.08388000000000001 -1.0000000180025095e-35 0.10954500000000002 -0.087284999999999988 0.093335000000000015 -0.012164999999999999 -0.21468499999999999 0.024640000000000006 1.0000000180025095e-35 0.15614500000000003 0.094465000000000007 0.033845000000000007 0.093320000000000014 -0.090344999999999995 0.091650000000000023 0.091295000000000015 -0.10519499999999998 0.081790000000000015 0.085270000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 7 -1 12 9 -3 -6 14 -4 17 -5 20 19 -14 21 -8 25 23 -23 24 -16 26 27 28 29 -11
right_child=2 8 5 4 10 -7 16 -9 -10 15 -12 -13 13 -15 18 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00095478013709281563 -0.0016055467006250153 -9.3597958752234415e-06 -0.001118687996192841 -0.0015319609561453376 0.0016387969040204241 -0.0012521643384571222 -0.00044937051342753648 -0.0012230488024578615 0.0016378303294764078 -0.00080828902945797774 -0.0004142272230550012 0.00056304807740309838 -0.0006986594929270127 -0.00026071010621891896 0.00021845624865817777 0.0012242410467223292 5.8385101491366097e-05 0.0016275383173645079 -0.0016669726140689024 0.001575902865061062 -0.00035392968065777055 0.00047659686226485346 -0.00064061389564709268 -0.0014108149657312418 -0.0010419572557747625 -0.00164115401625924 0.00033185176688396641 -0.0013119071983098203 -0.0016447407701872005 0.00086573724561290945
leaf_weight=1.5603828588500617 0.84479815140366543 1.4624169040471375 0.33721680566668499 3.001424286980181 0.85877815261483192 0.78156259469687928 0.36546000279486213 0.52428923733532418 0.30937646422535081 3.0843599885702306 0.75692719873040804 0.8552512335591026 0.28200375288724888 0.79398951632902015 1.3506203023716774 0.27955232746899028 1.9870893112383807 3.8938608672469845 1.1918715462088592 1.7923623386304823 1.4020341532304872 1.4646973665803673 2.3830932229757309 1.673246720805764 2.284869463182984 3.8654142408631733 0.54986754106357594 16.258775033988059 1.568177932873368 0.72335965558886517
leaf_count=28 15 20 3 95 44 14 11 7 14 117 21 19 6 19 20 9 42 276 22 111 25 25 35 37 53 410 24 1482 102 15
internal_value=0 -0.000795544 0.000345937 -0.000417998 -0.000650057 0.000595238 0.000225502 0.000842841 -0.00107101 -0.00109971 0.000676994 -0.000800998 0.00104693 0.00119387 -0.000888385 -0.00115721 0.000669828 0.00147045 -0.000701724 0.00123289 -0.00118146 -0.000576081 -0.000215337 -0.000837549 -0.000573701 -0.001226 -0.00115367 -0.00119142 -0.000827036 -0.000490271
internal_weight=0 51.0294 7.45772 21.5261 15.8208 6.61292 5.70529 5.83136 29.5033 29.194 1.61571 14.2051 5.30707 4.96985 13.3498 27.7315 4.14491 4.17586 10.3484 2.15782 27.452 9.15653 3.84779 5.30874 3.63549 26.05 22.1845 21.6347 5.3759 3.80772
internal_count=3121 2781 340 563 371 325 192 311 2218 2204 65 306 304 301 287 2184 164 282 192 122 2175 170 60 110 73 2150 1740 1716 234 132
is_linear=0
shrinkage=0.00158575


Tree=264
num_leaves=31
num_cat=0
split_feature=1 484 9 2 42 1374 160 0 457 2 39 15 44 50 3 42 14 3 123 457 0 43 43 15 1212 43 150 401 14 47
split_gain=0.794029 0.637124 0.529849 0.543616 0.4954 0.493485 0.568831 0.583543 0.475764 0.991006 0.504937 0.481737 0.710873 0.680844 0.620072 0.457394 0.4144 0.478445 0.526504 0.415157 0.570407 0.560008 0.727934 0.493852 0.438161 0.406738 0.400834 0.483463 0.388437 0.442969
threshold=0.094385000000000011 -0.0068949999999999992 -1.0000000180025095e-35 0.14753000000000002 -1.0000000180025095e-35 -0.094929999999999987 -0.091944999999999985 -0.23091999999999999 0.045365000000000009 0.11411 0.16946000000000003 -0.15026499999999995 0.087770000000000015 0.11875500000000001 0.31299000000000005 0.11159000000000001 0.076175000000000007 -0.116045 1.0000000180025095e-35 -0.0029299999999999994 -0.14116499999999996 0.13895500000000002 -0.084004999999999982 0.040760000000000005 -0.50120999999999993 -0.24021999999999996 -0.22665999999999997 0.082755000000000009 -0.073394999999999974 0.13148500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 8 -3 -6 26 -8 10 -10 11 12 13 -4 28 16 17 -9 19 -19 -21 22 23 25 -24 -22 -7 -28 -13 -30
right_child=2 4 3 -5 5 6 7 15 9 -11 -12 14 -14 -15 -16 -17 -18 18 -20 20 21 -23 24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.0037494290908033946 0.0039746902827807462 -0.0021724945393146325 0.0019262418855766205 0.0027855596047872129 -0.004060489993331415 0.0042552077804844119 0.0037475555446686818 0.0015882456114178257 0.0030316794680232905 -0.0022044749929236731 0.0041288235438244327 0.002169956630962359 -0.0042167862605923829 -0.0033460393627152561 0.0037961799902848418 -0.0038138976420290143 -0.003820615700937972 -0.0038265167484813007 0.0038403060875800586 0.002691489959327535 0.0024028853142471405 0.0016376020537336217 0.0021871968758305003 0.0028697513585093761 -0.0031045238998490226 -0.0037997430124312752 -0.003811521745517809 0.0038332547919396123 -0.0010706896094793794 -0.0037358830698230551
leaf_weight=0.99854378786403586 0.52244713751133431 2.5620217252289867 2.650519421556961 1.0189908258616913 0.48097595281433037 0.11221704632043827 0.56039378046988986 2.4491925002075661 1.6767488440964364 0.70582779543474305 0.33615997340530235 0.42650299798696512 0.36532539641484607 0.38556911330670107 0.35017222212627519 0.44502435432514253 0.3685071403160699 0.50227405806071335 0.39088205248117436 0.7542867688462066 0.22443034499883652 1.0444879920687524 0.23750506970099161 0.7199525753967464 2.2728471371811314 0.41200955002568018 1.1464365194551618 0.12619911739602674 5.5718625660520127 1.0127825207309795
leaf_count=397 87 692 153 105 38 1 9 56 79 26 8 12 14 12 29 131 28 66 15 14 4 26 15 16 373 57 236 4 387 31
internal_value=0 -0.000883313 0.000306912 0.000174763 -0.000690064 -0.000379962 -0.000229516 6.8175e-05 -2.25731e-05 0.00148049 -0.000345233 -0.000484974 0.000668814 0.00125669 -0.0010181 -0.000141765 3.25232e-05 0.000190153 -0.000331934 -0.000596348 -0.000309979 -0.000770957 -0.00142156 0.000766618 -0.00260387 -0.00161249 -0.00246121 -0.00305344 -0.00125855 -0.00148062
internal_weight=0 15.8082 15.0229 14.5005 14.8096 12.2476 11.7666 10.3818 13.4815 2.38258 11.0989 10.7627 3.40141 3.03609 7.36132 9.8214 9.37638 9.00787 6.55868 6.16779 5.66552 4.91123 3.86674 1.35639 2.51035 0.63644 1.38485 1.27264 7.01115 6.58465
internal_count=3121 2178 943 856 1781 1089 1051 810 751 105 646 638 179 165 459 801 670 642 586 571 505 491 465 77 388 61 241 240 430 418
is_linear=0
shrinkage=0.0037071


Tree=265
num_leaves=31
num_cat=0
split_feature=1 47 42 159 12 50 42 0 159 4 13 151 52 3 48 52 3 150 2 4 160 42 1 0 1 474 376 16 16 0
split_gain=3.35201 1.32779 1.14984 1.25435 1.10755 1.1921 1.09053 1.27801 1.11988 1.06433 0.946941 1.02257 0.907391 1.12754 0.898795 0.890387 1.36247 1.12741 0.927639 1.23016 0.784426 0.906631 0.683705 0.663667 0.650679 0.590744 0.664103 0.587749 0.582905 0.976298
threshold=0.10089500000000001 0.087885000000000019 -1.0000000180025095e-35 -0.032739999999999991 -1.0000000180025095e-35 0.11610000000000001 0.091735000000000025 0.18019500000000002 0.091530000000000014 -0.17966999999999997 0.41383500000000001 -0.081674999999999984 -0.15275999999999998 -0.10831999999999999 0.12879500000000002 0.10160000000000001 0.090900000000000009 0.088040000000000021 0.089885000000000007 -0.083854999999999985 -0.079279999999999975 -0.092814999999999981 0.11323000000000001 -0.060129999999999996 0.095285000000000022 0.086870000000000017 0.091135000000000008 -0.08595499999999999 -0.061854999999999993 -0.20211999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 25 -4 -2 9 7 8 12 -6 11 -8 -5 23 20 16 17 18 19 -15 22 -22 -11 -14 -21 26 -1 -18 29 -3
right_child=1 28 3 6 5 -7 10 -9 -10 14 -12 -13 13 15 -16 -17 27 -19 -20 24 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.001777897455173738 0.0017938095985229709 -0.0014838567714662875 -0.0019211204912527467 -0.0016560698930385954 -0.0016642584977131325 -0.0021287289708710106 0.0010410498151627431 0.002245441218940799 -0.0017801956612369042 -0.0014055823367839821 0.0028234355494938905 -0.0020153469145507948 0.00011777813835396782 0.0017240872468689905 -0.00072939448305236207 -0.0016548694279885094 0.00025887712930477698 -0.0021174922719939746 0.0010653232888257439 -0.0013722808809676207 -0.00066239318038474962 0.0016830399507707491 0.0011297766461350449 0.0020687481235768918 0.0015562728070060382 0.0010664597923564156 0.00096182491186298606 0.0019166153523713662 -0.0010467893843828058 0.00065986229618842762
leaf_weight=5.3878687308169928 3.0547104119323203 1.1334305647760627 2.1998052618000719 1.3766658166423589 0.76131887920200725 0.68102702312171537 0.51068915729411024 0.84877631347626348 1.7538601492997248 0.85377783048897782 0.20692940056323994 3.0210901708342126 1.2760305837728085 0.73784880316817369 1.3189241848886011 1.515406075865031 1.8535586390644314 1.3934768983162937 1.8299338947981594 3.3106384261045267 0.75102154538035293 5.2937260130420336 0.84413213236257434 1.5303124822676313 0.3332453928887843 0.35226579243317235 0.37784087285399426 1.5819704560562966 2.7581743691116563 3.364343507681042
leaf_count=738 236 23 283 133 68 24 22 13 121 19 1 349 35 17 19 99 24 88 49 287 9 179 27 19 8 24 6 25 99 77
internal_value=0 0.000365966 -0.000667819 -0.000479755 0.000735067 0.000427168 -0.000342378 -0.000151465 -0.000261476 0.000604369 -0.00133004 -0.0015734 -0.000102351 3.68821e-05 0.000794971 -0.000218979 -2.18938e-05 -0.00049356 -0.00012926 -0.000628151 0.00105464 0.00139163 -0.000145104 0.00118165 -0.00110445 -0.00144492 -0.00159836 0.00102222 -0.000323744 0.000119649
internal_weight=0 20.8146 31.3982 25.2802 13.5586 10.5039 23.0804 19.3417 18.4929 9.8229 3.73871 3.53178 16.7391 15.3624 9.06158 12.5561 11.0407 7.60514 6.21167 4.38173 7.74266 6.04475 1.69791 2.80634 3.64388 6.11798 5.76571 3.43553 7.25595 4.49777
internal_count=3121 780 2341 1573 581 345 1290 918 905 321 372 371 784 651 253 597 498 449 361 312 234 188 46 54 295 768 744 49 199 100
is_linear=0
shrinkage=0.00199768


Tree=266
num_leaves=31
num_cat=0
split_feature=1 0 2 160 1425 15 50 1348 11 13 31 151 47 39 48 12 15 12 3 47 160 43 124 52 13 1373 4 151 4 52
split_gain=0.741299 0.874447 0.587012 0.579874 0.570087 0.629601 0.768035 0.663885 0.600623 0.664761 0.580343 0.575854 0.923782 0.59923 0.569606 0.610596 0.579412 0.578212 0.524286 0.504523 0.464059 0.409517 0.530088 0.383638 0.374931 0.385261 0.37218 0.394988 0.361845 0.924344
threshold=0.08592000000000001 -0.060129999999999996 0.084055000000000005 -0.40698999999999991 1.0000000180025095e-35 -0.24436499999999997 0.11843500000000001 0.090205000000000021 0.087830000000000005 -0.083894999999999983 -1.0000000180025095e-35 -0.079554999999999987 0.10094500000000002 0.16946000000000003 0.091545000000000015 0.10097500000000002 -0.074054999999999996 0.11650500000000001 -0.084074999999999997 0.085270000000000026 -0.082179999999999989 1.0000000180025095e-35 -0.087894999999999987 0.11434500000000002 -0.099939999999999987 0.10991000000000002 -0.17966999999999997 0.15288500000000002 -0.49405499999999997 0.10347000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 18 -2 5 6 -5 8 9 20 -11 12 -12 14 15 -13 -16 -17 -1 23 -7 22 -22 28 -4 26 -26 -28 29 -3
right_child=3 19 24 4 -6 7 -8 -9 -10 10 11 13 -14 -15 16 17 -18 -19 -20 -21 21 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0025287430090415422 -0.0031245079994705158 -0.0035856500631392422 -0.00059670516809390067 0.002709455705760277 -0.0039429580520464347 -0.0016997775328339085 -0.0023309949717342272 0.0033498129254107114 -0.003054872274235359 0.0035715480195983433 0.0020869146795172476 -0.0024157574757831821 -0.0034739420806381609 0.0036735721722284658 0.0015163483307245457 0.0019918053042351381 -0.0016962362384220951 -0.0026159198939444072 0.0017609722322241973 0.0030252793343607605 -0.0015477338248674076 -0.00047067909688608943 0.0029974534125174362 -0.0026248510255926908 0.0037002498132178725 0.0034165863620035535 -0.003367160939639987 0.00099262917237593414 0.00096918380931524089 0.0021485143188838662
leaf_weight=0.49372062797192484 0.58210019010585057 0.75925116159487493 1.1657338987570267 2.0547262581531025 0.35209419741295178 0.49341240630019489 0.39853865047916759 0.65610828669741827 0.706930474611 0.40189466311130928 1.7328974526608374 3.7733446840429528 0.40740455011837173 0.3022920808289199 1.4927440439350905 0.79213713749777503 1.0601349936332551 0.48472502769436687 0.86709884600714004 0.58750671078450967 0.32627087482251349 0.70523754239547987 2.1523963827639858 0.64276999619323749 0.091577030718328678 0.10903687984682608 3.4872809508233309 0.24561178241856385 2.2502932688803416 0.52507467195391655
leaf_count=145 68 46 80 228 49 23 15 29 58 40 110 373 19 10 40 37 22 21 50 18 9 45 139 42 1 4 1274 13 108 5
internal_value=0 -0.000937851 -0.00173438 0.000140503 0.000244397 0.000326573 0.00189062 7.88302e-05 -6.58667e-05 8.37287e-05 -0.000343949 -0.000500596 0.00102841 -0.000914559 -0.00109698 -0.00174363 0.000182257 0.000242611 0.000204615 0.000142053 0.0012988 0.00176349 0.00239916 -0.000263444 -0.00225183 -0.00274235 -0.00291794 -0.0030803 0.000165978 -0.00124133
internal_weight=0 11.225 6.46006 18.8754 18.2933 17.9412 2.45326 15.4879 14.8318 14.1249 10.4476 10.0457 2.1403 7.90538 7.60309 5.05021 2.55288 1.27686 1.36082 4.7649 3.67732 3.1839 2.47867 4.17739 5.09924 3.93351 3.82447 3.73289 3.53462 1.28433
internal_count=3121 1786 1567 1335 1267 1218 243 975 946 888 672 632 129 503 493 431 62 58 195 219 216 193 148 201 1372 1292 1288 1287 159 51
is_linear=0
shrinkage=0.00332291


Tree=267
num_leaves=31
num_cat=0
split_feature=1456 1213 1456 133 52 403 1365 160 1 1374 158 157 43 475 48 1375 156 12 12 42 4 122 52 42 4 0 0 133 0 49
split_gain=0.678829 0.718446 0.719455 0.571342 0.697022 0.585141 0.541146 0.516897 0.542739 0.566744 0.547029 0.546808 0.536486 0.493558 0.485203 0.479266 0.482312 0.467105 0.781789 0.410194 0.409572 0.402631 0.367132 0.405472 0.468783 0.555038 0.6068 0.411278 0.405398 0.662684
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -0.25159999999999993 -0.52017999999999986 -0.083814999999999987 1.0000000180025095e-35 -0.40698999999999991 0.094385000000000011 -0.094929999999999987 0.084765000000000021 -0.084489999999999996 -0.40263499999999991 -0.086004999999999984 -0.089099999999999999 -0.43996499999999994 0.11896500000000002 0.092465000000000006 0.095565000000000011 -0.095859999999999987 -0.5956499999999999 0.097575000000000009 0.11434500000000002 0.091735000000000025 -0.52556499999999995 -0.077999999999999986 -0.082974999999999979 0.039215000000000007 -0.084269999999999984 -0.086009999999999989
decision_type=2 2 2 2 2 2 2 2 2 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 -3 -5 -6 7 20 9 -9 11 -11 -10 -2 -14 -16 17 21 -19 -13 -7 -17 23 24 -21 26 28 -25 29 -26
right_child=1 2 -4 4 5 6 -8 8 12 10 -12 19 14 -15 15 16 -18 18 -20 22 -22 -23 -24 27 25 -27 -28 -29 -30 -31
leaf_value=-0.0024361442313316959 0.0032801756215528654 -0.0023429408609798503 -0.0026813727021743968 -0.003204157788854572 -0.0020749589165954805 0.0035704468586983365 -0.0021652399215497911 -0.0034450588359337762 -0.0022801324323790291 -0.0032655315857838545 -0.0033364041939416187 -0.0027354783507263412 -0.0013532623643116696 -0.0029102377461190875 -0.0020174317696791785 0.0023243240672354872 -0.001848049422497305 -0.0033399209473876914 0.0013277835031867712 -0.0035618172844396312 -0.0032123141868108784 -0.0013896909521337937 -0.001837866025989442 0.00090503597821534423 -0.0033014020209229857 0.0023368060614296286 -0.0031919656410110855 -0.003490488265977019 0.0033922969534005698 0.00099439406728554585
leaf_weight=1.3270954845938856 0.14182686805725087 0.9197947625653019 0.96279793640132894 0.58688072883525322 1.0092695124913209 0.1038445457816124 0.80133122066035767 0.44327184837314249 0.45895695849321683 0.39652676356493266 0.41627099993638772 0.36939571227413814 0.68891964736394484 1.293653404340154 0.39439089410006545 5.9742327505955473 0.40153860510327 0.42765261675231192 2.128074947046116 0.21064602280968436 0.59204151009909267 0.30442815786227573 0.54881413531256917 0.43326058902312059 0.40537449577824336 2.6686351565875519 0.39905880624428425 0.41225707100238651 0.55032591661438335 2.9478929479373668
leaf_count=288 4 162 263 173 329 1 51 38 14 68 58 49 27 457 5 432 9 17 97 6 128 8 33 39 23 79 67 32 19 145
internal_value=0 -0.000129168 -9.18768e-06 9.37518e-05 0.000186853 0.000271588 0.000376953 0.000470935 0.000559532 3.87337e-05 0.000196983 0.000354424 0.00105248 -0.00229862 0.0012007 0.0013834 0.00152862 0.0016821 0.000546732 0.000514883 -0.00220015 0.00214425 0.000654882 0.000825304 0.00106823 0.00120813 0.000508094 -0.00123813 0.000886345 0.000475078
internal_weight=0 27.3914 25.9559 24.9931 24.0733 23.4864 22.4771 21.6758 20.9799 10.2017 9.75846 9.34219 10.7782 1.43548 10.3192 9.63032 9.23593 8.83439 2.55573 8.94566 0.695886 6.27866 8.57627 8.02745 7.18193 6.97129 4.30265 0.845518 3.90359 3.35327
internal_count=3121 2833 2372 2109 1947 1774 1445 1394 1265 656 618 560 609 461 595 568 563 554 114 492 129 440 443 410 339 333 254 71 187 168
is_linear=0
shrinkage=0.00315022


Tree=268
num_leaves=31
num_cat=0
split_feature=123 1456 130 10 1456 151 4 11 1213 1374 375 475 150 12 156 49 160 148 3 2 157 1373 0 15 13 4 13 4 0 3
split_gain=0.619655 0.684204 0.676506 0.578836 0.669041 0.486888 0.622987 0.549324 0.515111 0.501195 0.486765 0.471718 0.437409 0.430342 0.507252 0.539333 0.632387 0.443818 0.415458 0.413731 0.406786 0.402716 0.516037 0.462833 0.45054 0.587905 0.411258 0.511986 0.541399 0.461899
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.083760000000000015 -1.0000000180025095e-35 -0.40381499999999992 0.26790000000000008 0.081790000000000015 -1.0000000180025095e-35 0.093235000000000012 -1.0000000180025095e-35 -0.085669999999999982 -1.0000000180025095e-35 -0.064509999999999984 0.091255000000000017 0.0093850000000000027 -0.23055499999999998 1.0000000180025095e-35 -0.097604999999999983 0.11448000000000001 -0.084489999999999996 -1.0000000180025095e-35 -0.10607499999999999 0.091650000000000023 -0.059629999999999996 -0.51843499999999987 0.41383500000000001 -0.27825499999999997 -0.077809999999999976 -0.087784999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 8 11 13 -2 -7 -8 -10 15 16 -15 19 -16 20 -18 -22 -23 24 25 -24 27 -26 -29 -30
right_child=10 -3 -4 -5 5 6 12 -9 9 -11 -12 -13 -14 14 18 -17 17 -19 -20 -21 21 22 23 -25 26 -27 -28 28 29 -31
leaf_value=-0.0024691290330922881 -0.0030778294427003571 -0.0029168829861828949 -0.0026253241318854679 0.0029677138354367622 -0.0027069451258071829 0.0029851305723109329 -0.0018086383356667407 -0.0029435538854040363 -0.0022331983532883973 -0.0030389596832299825 0.0014878175115186931 -0.0029162060556578648 0.0016118275911636518 -0.0029545480338878248 0.0024950987306964234 0.001868790220645344 -0.0029465489232391837 -0.0031526257972174293 -0.0026204336190476696 0.0022262270081688071 -0.0021564281827956781 0.0012406893288173595 -0.0032646251285976665 -0.0020800642325003236 -0.0031495047009958447 0.0015014775507354711 0.0020503186874302913 -0.0019828605292038326 0.0026403645261251201 -0.0014821336155319824
leaf_weight=1.0492535402882079 0.21022770600393448 0.82881803257623587 0.95918914541834865 0.48038425669073959 0.58421857689974288 0.12880717217922211 0.35259744059294496 0.60274820495396753 0.65167215093972508 0.44510626490227956 2.420724634313955 0.87018260173502326 2.5447958642616859 0.53927372547333519 0.15571687510237098 1.5990690951002751 0.33668992936147191 0.31295411026803854 0.84590473305433878 0.87340995360864404 0.53939258214087793 3.7609660896705615 0.23573095537722144 0.8508042535977437 0.68235053424725056 2.3671460939222193 0.42058531939983357 0.79859526100337241 0.64510544564109296 0.34581207227876432
leaf_count=256 5 269 377 39 56 4 13 101 33 28 260 332 194 111 6 121 70 18 119 54 13 91 3 121 18 167 4 165 19 54
internal_value=0 -0.000345966 -0.000257102 -0.00015842 -0.000225049 -0.00011548 -4.30592e-05 -0.000242349 -0.000148805 -2.66285e-05 0.001123 -0.0021553 0.00119557 5.73758e-05 0.000154878 0.000293489 9.52789e-05 0.000230427 -0.00182515 0.000319723 0.000168113 0.000266612 0.000395924 -0.000104717 0.000201113 0.00106983 -0.000580637 -0.00102829 -0.000219462 0.00120169
internal_weight=0 24.8073 23.9785 23.0193 22.5389 21.4896 20.9054 18.008 17.4053 16.4063 2.63095 0.99899 2.89739 15.9612 15.3095 14.3079 12.7088 12.1695 1.00162 11.8566 10.9832 10.6465 10.1071 6.34613 5.49533 2.60288 2.89245 2.47186 1.78951 0.990918
internal_count=3121 2856 2587 2210 2171 1915 1859 1652 1551 1215 265 336 207 1187 1154 1029 908 797 125 779 725 655 642 551 430 170 260 256 238 73
is_linear=0
shrinkage=0.00287809


Tree=269
num_leaves=31
num_cat=0
split_feature=31 2 123 403 50 1446 1426 453 13 1456 15 49 49 42 50 403 52 3 484 475 41 4 159 15 1374 52 457 150 123 13
split_gain=0.575458 0.571342 0.572446 0.425981 0.425936 0.407424 0.413658 0.415954 0.432999 0.418511 0.416476 0.493832 0.854794 0.457667 0.399118 0.443997 0.392625 0.378063 0.425542 0.357413 0.356172 0.413334 0.528214 0.496043 0.435912 0.458667 0.447238 0.813079 0.406864 0.34514
threshold=-1.0000000180025095e-35 0.099185000000000009 0.08592000000000001 -1.0000000180025095e-35 0.10124500000000002 0.081030000000000019 -1.0000000180025095e-35 0.10564500000000002 -0.53104499999999988 -1.0000000180025095e-35 0.035560000000000008 -0.043469999999999995 -0.0020949999999999996 0.090835000000000013 0.10030500000000002 0.093545000000000003 0.11008000000000001 -0.20241999999999996 -0.0068949999999999992 -0.086424999999999988 0.078475000000000017 0.27044500000000005 0.093660000000000007 -0.13578499999999996 -0.094929999999999987 -0.43320999999999993 0.087995000000000004 0.086615000000000011 0.091600000000000001 -0.28558999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 5 19 14 6 -3 8 -8 -10 11 -11 -13 -14 15 17 -15 -5 -19 -2 21 22 23 -20 -25 -26 27 28 -27 -12
right_child=1 2 -4 4 -6 -7 7 -9 9 10 29 12 13 16 -16 -17 -18 18 20 -21 -22 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=0.0036771815759721964 0.0034420197690123787 -0.004246020761016921 0.0028936098762707167 0.0027428244868320326 -0.0033570462741520143 -0.0035685848551556846 -0.0030811129376017142 -0.0035162827292351548 -0.0036101677326557018 0.0030430332445282814 0.0037237767240437935 -0.0032061484945324075 0.0016898226795911682 -0.0020948617042895693 0.0038785563194898651 -0.0033476200130722537 0.0033726687770894445 -0.0031280122780477583 -0.0037110578480817106 -0.0028000327059926897 -0.0029534464136514965 0.0035589323069155354 -0.0035726536660412151 -0.0025885266186165129 -0.0035626262850795669 0.00084313988871876787 0.0030067007290261456 -0.0032754432252961483 -0.00336119958761043 -0.0015908202993976277
leaf_weight=0.44810754631180572 0.11963004979770619 0.24792465736390568 0.94693393306806761 0.46610608161426803 0.61835365527076724 0.3625113191665158 0.40077307913452109 0.33166826562956053 0.2741021015099151 1.3140677936607916 0.16849747812375415 0.61502138170180298 3.8889828238752848 0.7788433811510912 0.25988687644712705 0.62457759218523357 0.20053808891680092 0.68179916258668072 0.43251352623337247 1.615442565584092 0.57553893979638893 0.35485945537220764 0.55434070911724198 0.66939321573589605 0.34989019396015741 5.8491214293753897 0.78617355157621194 0.71847427159082133 0.29350589122623194 1.2422653445391914
leaf_count=86 6 30 116 20 219 53 9 11 46 100 4 24 299 80 4 174 20 217 40 651 40 36 75 42 88 395 18 87 7 124
internal_value=0 -0.000305843 0.000306132 -0.00074622 -0.000533384 5.67553e-05 0.000195641 0.000315144 0.000458198 0.000625424 0.000766866 0.00112445 0.000664666 0.00115367 -0.000394989 -0.000484873 -0.000975331 -0.000332465 -0.000459703 -0.00236965 -0.000287813 -0.000134522 -0.000270294 -6.91049e-05 0.000112651 0.000338749 0.000517251 0.000232 0.000642249 -0.00095606
internal_weight=0 25.7417 10.7721 14.9696 13.2345 9.8252 9.46268 9.21476 8.88309 8.48232 8.20822 6.79745 5.48339 4.86836 12.6162 12.3563 0.979381 11.7317 11.2656 1.73507 10.5838 10.0083 9.65341 9.09907 8.66656 7.99717 7.64728 6.8611 6.14263 1.41076
internal_count=3121 3035 916 2119 1462 800 747 717 706 697 651 523 423 399 1243 1239 100 1065 1045 657 828 788 752 677 637 595 507 489 402 128
is_linear=0
shrinkage=0.00348457


Tree=270
num_leaves=31
num_cat=0
split_feature=1 3 3 47 12 51 52 3 11 133 4 151 50 43 42 52 160 1 1 2 133 0 16 1 15 43 15 13 1212 13
split_gain=2.77743 1.24237 1.79169 1.20434 1.02668 0.785777 0.868143 1.06972 0.779607 0.760747 0.745653 0.80902 0.966598 0.719141 0.621836 0.558705 0.600431 0.60249 0.537611 0.535105 0.525628 0.495497 0.768287 0.923872 0.568153 0.418529 0.937679 0.660592 0.41837 0.473961
threshold=0.10089500000000001 -0.12018999999999998 -0.055119999999999995 0.087885000000000019 -1.0000000180025095e-35 -0.096089999999999981 0.11434500000000002 0.090900000000000009 0.081790000000000015 0.0068000000000000014 -0.17966999999999997 -0.40381499999999992 0.10965000000000001 -0.079109999999999986 -0.098769999999999983 -0.24164999999999998 -0.079279999999999975 0.11323000000000001 0.086560000000000012 0.08622500000000001 -1.0000000180025095e-35 -0.20211999999999997 -0.061854999999999993 0.11588000000000001 -0.055554999999999993 -0.084004999999999982 0.040760000000000005 -0.0034749999999999994 -0.50120999999999993 -0.15416999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 25 4 -2 -4 7 13 9 19 -6 -12 14 -7 -13 -16 17 -17 20 -1 -15 -5 23 -23 -24 26 -3 -28 -27 -30
right_child=3 2 5 21 10 6 -8 -9 -10 -11 11 12 -14 18 15 16 -18 -19 -20 -21 -22 22 24 -25 -26 28 27 -29 29 -31
leaf_value=-0.00042540993222040397 0.0017858312104030172 -0.0018634245975856889 -0.0020205140354981857 -0.0015000759338537212 -0.0016119933434529826 0.00077157148344724413 -0.0017260200273910788 0.00085589930366831903 -0.001599133412826454 -0.00097843392217665374 -0.0019335900920406917 -0.00084263038737230516 -0.001572349185713962 -0.0019936024327251926 -0.00042730169217878097 -0.0011907634371469814 0.0016323769105527123 0.0014094789835001683 -0.0016472049712223265 0.0013854284804368402 0.00028817727678380657 -0.00054133539030582075 -0.0018170214583950253 0.0015839160624763942 3.5931650733307522e-05 0.00026082094226921267 0.001063887699016382 -0.001293929905799282 0.0022352133901445597 -0.0019217736339688864
leaf_weight=0.81833301251754464 2.7154649826698014 1.9481707233935623 0.93602928263135332 1.1199559858068822 0.64950176677666682 1.3049281286075691 1.1841846397146572 3.8066212460398674 0.77066643373109389 0.99527587345801283 0.47088520415127177 0.70723768882453253 0.65679095732048143 0.50361778051592221 0.82246851408853938 0.66184369381516972 4.6567585598677432 0.71154198609292507 1.952498444356024 2.6990569506306201 1.6992971061263218 1.4999268120154741 1.2514630148652939 1.656233320944011 1.2963843913748854 0.38397683482617484 1.0942721604369579 0.78546437062323082 0.10741028934717434 6.0690934476442582
leaf_count=37 236 294 74 24 68 48 44 66 50 45 8 10 26 48 18 17 172 26 39 61 43 32 71 45 27 25 57 110 1 1299
internal_value=0 -0.000629048 -0.000836091 0.000351346 0.00072418 -0.000298646 -0.000144432 5.76726e-05 0.000224293 0.000535695 0.000415422 0.000566997 0.000710303 -0.000498803 0.000908617 0.00108936 0.00129622 0.000156405 -0.00089774 0.000964131 -0.00023347 -0.000307153 -7.29282e-05 0.000573916 -0.00087421 -0.00142521 -0.000909746 7.8653e-05 -0.00172597 -0.00184948
internal_weight=0 27.0589 21.7756 18.8765 12.0525 11.3872 10.4511 9.26696 5.28333 4.51267 9.33703 8.68753 8.21664 5.46034 7.55985 6.85261 6.03014 1.37339 4.15541 3.51739 2.20291 6.82396 5.70401 3.15616 2.54785 10.3884 3.82791 1.87974 6.56048 6.1765
internal_count=3121 2341 2148 780 581 362 288 244 193 143 345 277 269 178 243 233 215 43 130 98 91 199 175 77 98 1786 461 167 1325 1300
is_linear=0
shrinkage=0.00196165


Tree=271
num_leaves=31
num_cat=0
split_feature=1 47 12 3 3 50 4 151 128 51 11 52 3 43 133 52 0 48 1 133 1 16 0 2 15 16 43 43 1212 0
split_gain=2.53613 1.23813 1.1008 1.08065 1.85541 1.03407 0.887699 0.871437 0.866491 0.834497 0.754584 0.746038 0.964509 0.826591 0.742573 0.576088 0.895148 0.564164 0.527121 0.556472 0.519 0.649996 0.910982 0.512922 0.488408 0.456584 0.420532 1.06799 0.48512 0.527547
threshold=0.10089500000000001 0.087885000000000019 -1.0000000180025095e-35 -0.12018999999999998 -0.055119999999999995 0.11610000000000001 -0.17966999999999997 -0.40381499999999992 0.086435000000000012 -0.096089999999999981 0.081790000000000015 0.11434500000000002 0.090900000000000009 -0.079109999999999986 0.0068000000000000014 -0.07167999999999998 -0.14116499999999996 -0.086869999999999989 0.086560000000000012 -1.0000000180025095e-35 0.10781 -0.061854999999999993 -0.18113999999999997 0.08622500000000001 -0.055554999999999993 -0.08595499999999999 -0.084004999999999982 -0.084154999999999994 -0.50120999999999993 -0.13843999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 10 26 6 -4 -8 15 -6 14 12 13 -11 23 16 -9 -17 19 -15 -3 22 -22 -1 -23 -14 27 -5 -28 -30
right_child=1 20 5 4 9 -7 7 8 -10 11 -12 -13 25 18 -16 17 -18 -19 -20 -21 21 24 -24 -25 -26 -27 28 -29 29 -31
leaf_value=-0.00037513632147259391 0.0017205892269233382 -0.0015973076635978469 -0.0015964502249982498 -0.0011349566752316409 -0.0019649733918403927 -0.002026150692025901 -0.0018542442105296836 -0.00075064342274872313 -0.0013006317898650959 0.00084120039035272091 -0.0015607729994951576 -0.0016089892374707966 6.5529047672142888e-05 -0.0019402168042932592 -0.0010195891204408259 -0.00031870510260361388 0.0015344623661179538 0.0017205839785303819 -0.0016508175131555824 0.00026608850038481322 -0.0012270586046150759 -0.0017338697684806384 0.0010334843816031782 0.0012624114603524523 -2.1888018125664121e-05 0.0013747464235830688 0.00036614073490709101 0.0028142390660577544 0.00017561097055033135 -0.0019372073910821758
leaf_weight=0.93131339503452482 2.795203064335511 1.0232805684208859 0.66104980651289125 3.6468226157594477 0.9484721808694293 0.61754226544872004 0.45701732113957216 1.3321194667369129 0.62117322161793698 1.3562644775956849 0.79163576429709781 1.0647147253621358 1.7372659868560734 0.54745482886209895 0.98211405333131541 0.5645273979753237 1.1689628516323844 3.8722861581482029 1.7888971334323285 1.7184861246496423 0.884942997246981 1.2043113359250126 2.4127584742382169 2.7343477234244347 1.216658666264266 2.1833011358976364 0.40649351151660429 0.2669080921914454 0.46326837968081491 5.8383471718989277
leaf_count=37 236 31 68 455 74 24 8 16 11 48 50 44 27 48 45 14 51 153 39 43 20 65 59 61 24 39 25 6 13 1287
internal_value=0 0.000307053 0.000671963 -0.000601356 -0.000789669 0.000356608 0.000526186 0.00070123 0.000855732 -0.000253743 0.000159132 -9.76255e-05 7.48165e-05 -0.000446705 0.000452076 0.0010488 0.000317376 0.00146111 -0.000877484 -0.000266958 -0.000347314 -0.000123644 0.000426864 0.000846369 -0.000873513 0.000794611 -0.00136208 -0.00086563 -0.00165172 -0.00178188
internal_weight=0 18.8318 12.0899 27.4061 21.9667 9.29468 8.67714 8.01609 7.55907 11.3449 5.43941 10.3964 9.33167 5.4111 4.64778 6.9379 2.50108 4.43681 4.05484 2.26594 6.74195 5.71867 3.2977 3.66566 2.42097 3.92057 10.6218 3.91373 6.70811 6.30162
internal_count=3121 780 581 2341 2148 345 321 253 245 362 193 288 244 178 143 234 67 167 130 91 199 168 79 98 89 66 1786 461 1325 1300
is_linear=0
shrinkage=0.00190575


Tree=272
num_leaves=31
num_cat=0
split_feature=1 0 0 52 47 15 1 48 52 4 43 2 3 14 49 3 474 475 3 42 0 1 16 159 0 4 3 132 457 457
split_gain=3.47698 1.40533 1.48547 1.36482 1.31604 1.35731 1.2902 1.21177 0.970304 0.945217 1.30359 1.12397 1.13384 0.928087 0.959667 0.895818 0.769101 0.75268 0.671613 0.576707 0.557508 0.542864 0.565961 0.531514 0.521615 0.501071 1.52724 0.681606 0.655687 1.06272
threshold=0.094385000000000011 -0.060129999999999996 -0.10096999999999999 -0.43320999999999993 0.093140000000000014 0.035560000000000008 0.11146500000000002 0.12879500000000002 0.13796000000000003 -0.49405499999999997 -0.52440999999999993 0.10731 -0.116045 0.062655000000000016 0.0065400000000000015 0.16158000000000003 0.084660000000000027 -0.081629999999999994 -0.10519499999999998 1.0000000180025095e-35 -0.062294999999999996 0.089875000000000024 -0.51370499999999997 0.088800000000000004 -0.10324499999999999 -0.083854999999999985 -0.084074999999999997 0.12527000000000002 0.09061000000000001 0.092475000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 5 7 -7 8 17 10 -3 23 -13 14 16 18 19 -5 -6 -1 -20 22 -21 -11 -8 26 27 -4 -27 -30
right_child=3 9 25 4 15 6 24 -9 -10 11 -12 12 -14 -15 -16 -17 -18 -19 20 21 -22 -23 -24 -25 -26 28 -28 -29 29 -31
leaf_value=-0.0005132597110155063 -0.0017374738563644253 0.0010812743351633135 -0.0014663486825788863 -0.00088168702778069151 0.00069718090759810652 -0.0014999268605821129 0.0016358070902736026 -0.0010179701647658299 -0.00035455618122148033 0.0012770723815427104 -0.001597819134935117 0.00090372265337861047 -0.0017884297458204813 -0.0017720262169908744 -0.0016650497973983505 0.0013053616155725139 0.0014433594190432178 0.0012568401059072068 -0.0010793389678951427 0.0013602262871110615 9.8340907551163327e-05 0.0017785383017117622 -0.001209096399387831 -9.4534746869989153e-05 -0.00019062804649666514 -0.0016156401109643187 0.0030476737697727589 0.0016728804828556353 0.0017539133840840846 -0.0017675452829155678
leaf_weight=4.2602255940437335 1.0157799404114509 0.72006044536829028 1.7859146466944373 0.50656794616952971 1.1409976966679094 1.6201267307624214 0.79611375741660584 0.96927089989185411 1.42071159509942 2.669855352491139 2.0348122143186629 0.74737662076950062 1.1836607626173643 1.2226310800760973 1.092434929218143 0.90920615568757046 1.0068331994116304 9.9191987700760329 4.0883686286397269 0.42783682793378819 1.6530783092603085 0.7311550024896859 0.60760703543201078 1.1988239558413623 1.077819818165153 8.6563757557887566 0.29679318517446773 0.22844947315752495 0.46185066923498996 0.54959108866751194
leaf_count=72 119 8 290 14 18 82 14 10 44 36 74 8 99 77 79 25 16 443 116 5 29 11 40 23 29 1280 2 5 6 47
internal_value=0 -0.000658186 -0.000893216 0.000205589 0.000287481 0.000563867 -0.000381575 0.00082163 0.000972145 -7.22284e-05 -0.000897566 0.000319808 -0.000746476 -0.000381997 -0.000172857 -0.000291061 5.89034e-05 0.00115293 -0.000501957 -0.000172382 -0.000740261 0.000649659 -0.000147474 0.00085204 0.000585307 -0.00129218 -0.000576368 -0.00111033 -0.00146331 -0.000159555
internal_weight=0 29.8823 21.3277 25.1172 24.1015 16.3098 3.49406 12.8157 11.8465 8.55459 2.75487 5.79972 1.93104 9.34872 8.12609 7.79165 7.03366 10.4258 6.88244 6.02682 5.74145 1.7666 1.03544 3.86868 1.87393 11.979 2.31116 2.01436 9.66782 1.01144
internal_count=3121 2178 1930 943 824 636 125 511 501 248 82 166 107 300 223 188 144 457 163 128 145 56 45 59 43 1630 297 295 1333 53
is_linear=0
shrinkage=0.00171125


Tree=273
num_leaves=31
num_cat=0
split_feature=1 0 2 457 2 132 13 31 1 2 3 47 1374 13 147 1 12 0 0 1373 151 4 0 484 453 15 12 1429 42 52
split_gain=0.640737 0.707619 0.497183 0.542504 0.600948 0.538261 0.540897 0.547134 0.518576 0.482528 0.388881 0.387843 0.349041 0.348544 0.345856 0.351356 0.341548 0.435414 0.361128 0.332596 0.343942 0.334275 0.311627 0.302504 0.328034 0.388107 0.317998 0.387904 0.441024 0.296341
threshold=0.08592000000000001 -0.060129999999999996 0.14753000000000002 0.045365000000000009 0.11411 0.079970000000000013 -0.08971999999999998 -1.0000000180025095e-35 0.10089500000000001 0.084055000000000005 -0.084074999999999997 0.085270000000000026 -0.035729999999999991 -0.099939999999999987 0.086575000000000013 0.086560000000000012 0.088615000000000013 -0.11437499999999999 -0.20211999999999997 0.10991000000000002 0.15288500000000002 -0.17966999999999997 -0.13455999999999999 -1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.12477500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11434500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 5 12 6 16 -8 14 10 -1 29 -5 22 15 -9 18 -18 -2 20 21 -15 -11 -10 25 26 27 -25 -29 -3
right_child=2 11 -4 4 -6 -7 7 8 23 13 -12 -13 -14 19 -16 -17 17 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0030730816452482191 -0.0032810165954157249 0.00020446867794770139 0.0032143385368238052 0.00019242114647074812 -0.0021930688898260239 0.0023501710371462594 0.0045384256971736005 0.0029183861549351574 -0.0036960111713147488 -0.0038163732160665822 0.0018603297013949675 0.0036405112976562221 0.0034692581449198177 0.0046151039283714524 0.0020667424907432294 -0.0039562409898469672 0.0024999808740113262 -0.0030536209733707824 0.0029430244999479201 0.0042499096691023469 0.0013140312526802233 -0.0042736142568143842 0.00099245413268767338 -0.0030344503273289436 -0.0039263951296745134 -0.0025614880294570056 -0.003353437205400856 -0.00090201233964359623 0.0023718728939043573 -0.003099013943235716
leaf_weight=0.43236709997290745 0.18807938322424878 3.1414754595025447 0.92865115334279913 0.85038122674450356 0.61833794438280154 1.1803265190683294 0.29093572380951904 0.1418397395173131 0.54338589380495239 0.36715037398971617 0.83741477516014284 0.50504268053919066 1.8252364850486635 0.077480524778368642 0.21800715080462385 2.0534965262631886 0.41624603583477437 0.63824589061550774 1.4408555268310004 0.097457987605593988 0.22974062140565354 2.9589452860527645 0.69711516203824542 0.41283358260989222 0.43144075316376973 0.92448318819515396 0.35509520675986994 1.0888365807477391 2.2552055098349224 0.57299866271205235
leaf_count=145 5 159 113 25 26 86 47 15 62 36 50 18 108 1 12 375 16 43 106 4 13 1274 44 48 16 34 10 28 160 42
internal_value=0 -0.00114414 0.000209949 3.41796e-05 0.00156037 -0.000365461 -0.000646655 -0.00115727 -0.00135396 -0.00211523 0.000180478 0.000167132 0.00242779 -0.00277357 -0.00300812 -0.00351207 0.00101178 -0.000861414 0.00222439 -0.00344026 -0.00366972 -0.0040468 -0.000666495 -0.000689872 -0.00039113 -8.8286e-05 0.000467757 0.000828932 0.00130588 -0.00030513
internal_weight=0 9.91719 16.8019 15.8733 3.29396 12.5793 11.399 8.71556 8.42462 5.69767 1.26978 4.21952 2.67562 4.42789 2.41334 2.19534 2.68343 1.05449 1.62893 3.36362 3.26617 3.03643 1.06427 6.01128 5.46789 5.03645 4.11197 3.75688 3.34404 3.71447
internal_count=3121 1786 1335 1222 159 1063 977 807 760 1567 195 219 133 1372 402 390 170 59 111 1292 1288 1275 80 358 296 280 246 236 188 201
is_linear=0
shrinkage=0.00422446


Tree=274
num_leaves=31
num_cat=0
split_feature=1213 484 150 160 15 1374 156 133 403 52 11 475 1366 1 150 150 51 51 474 16 49 48 15 1374 0 157 13 52 403 133
split_gain=0.565608 0.544576 0.601669 0.585256 0.538462 0.451388 0.423551 0.439139 0.473068 0.391738 0.389314 0.384851 0.384715 0.405482 0.483278 0.491466 0.345849 0.34158 0.692886 0.333026 0.311548 0.346367 0.403394 0.310724 0.384374 0.411422 0.306364 0.302765 0.339839 0.347861
threshold=-1.0000000180025095e-35 -0.0068949999999999992 0.097210000000000005 -0.40698999999999991 -0.24436499999999997 0.10637000000000001 0.10499000000000001 -0.25159999999999993 -0.083259999999999987 -0.43320999999999993 0.087830000000000005 -0.086004999999999984 -1.0000000180025095e-35 0.099660000000000012 0.15297000000000002 1.0000000180025095e-35 -0.096089999999999981 0.11144500000000002 -1.0000000180025095e-35 0.25084500000000004 -0.24768999999999997 0.10866500000000003 -0.11713499999999999 -0.094929999999999987 -0.23001499999999997 -0.084489999999999996 -0.15416999999999995 0.11434500000000002 0.090990000000000015 -0.15387499999999996
decision_type=2 2 2 2 2 2 2 2 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 19 17 6 7 -6 26 -10 12 -1 -11 16 15 20 -14 18 -5 -3 -15 22 -22 -18 -25 -26 -9 28 -27 -30
right_child=1 3 -4 4 5 -7 -8 8 9 10 -12 -13 13 14 -16 -17 23 -19 -20 -21 21 -23 -24 24 25 27 -28 -29 29 -31
leaf_value=0.0033410605247140845 -0.0025803569098294308 -0.0030931893732972122 0.0019109339642185629 -0.0040660812584238995 -0.0025415459671715174 -0.0032279335908485386 -0.0030314328723107945 0.0015338322910542067 -0.0026218048747443366 -0.0020633889764405792 -0.0020934150935023391 -0.0029485835223482079 -0.0032904696176109006 -0.0017403458368774342 -0.0020429463093365983 0.0033728917193894484 -0.0018849910256113071 -0.0015740873678769737 0.0029649313510784867 0.0035079041970932806 -0.0014478452177267744 0.0032186514874821509 0.0014294597335384883 0.0026557574076507139 -0.0033566100263275563 0.00081505011505999918 -0.0032663361127185063 -0.0017642473226029446 0.0021397383102270146 -0.0033419507170707632
leaf_weight=0.1123233176767825 1.6271035971585726 0.84602621058002725 0.3868836712790652 0.16230519115924824 0.62053858808941598 0.44763771817088027 0.45319394976831873 0.17924792598932981 0.45505377929660085 0.58264312392569806 0.62074788589961727 1.1032757301582048 0.28690995322542079 0.38666302617639292 0.42265272140502919 1.2059645584668031 0.6266757684643619 0.27779835299588729 1.5449855682673028 0.088462829357013106 0.6504452119115739 0.78942045080475498 2.3748885057866573 0.77208666456865671 0.3158802016405583 6.5037297020897356 0.62567621795462969 0.61596619139891107 0.17085550958290696 0.41834474890492845
leaf_count=4 469 212 16 1 132 24 112 5 131 37 32 487 50 10 8 142 42 10 215 2 20 42 81 15 53 361 303 47 4 54
internal_value=0 -0.000105075 -0.00171759 3.96163e-05 0.00014857 -1.47384e-05 6.06562e-05 0.000135897 0.000228181 0.000341699 0.000422239 -0.00236741 0.000519093 0.000615916 0.00129075 0.00155132 0.000210751 0.00175486 0.00229652 -0.0024683 0.00102846 0.00130911 0.000810841 0.00031735 0.000474241 0.000264351 -0.00219739 0.000412724 0.000601777 -0.00175238
internal_weight=0 24.4588 2.01399 22.4448 21.5103 19.5252 19.0776 18.6244 18.0039 17.1989 16.7439 1.2156 16.1231 15.5405 5.83003 5.40738 9.71045 1.98509 1.70729 0.934489 4.20142 3.81475 3.02533 9.42354 8.79686 8.02478 0.804924 7.7089 7.09293 0.5892
internal_count=3121 2630 485 2145 1931 1705 1681 1569 1437 1129 998 491 966 929 303 295 626 226 216 214 153 143 101 576 534 519 308 466 419 58
is_linear=0
shrinkage=0.00323714


Tree=275
num_leaves=31
num_cat=0
split_feature=1 0 1 52 47 15 1 48 50 4 52 3 14 2 51 2 3 403 16 160 14 43 3 0 0 15 15 0 156 128
split_gain=2.7908 1.54386 1.47077 1.23658 1.33262 1.33176 1.12044 1.10341 1.14315 1.08631 1.21199 0.938172 0.870226 1.00157 0.917781 0.800315 1.10665 0.79838 0.952383 0.783502 0.73597 0.721298 0.713206 0.532893 0.513687 0.51211 0.51001 0.599735 0.500248 0.541597
threshold=0.094385000000000011 -0.060129999999999996 1.0000000180025095e-35 -0.43320999999999993 0.096300000000000011 0.035560000000000008 0.11146500000000002 0.12879500000000002 0.11843500000000001 -0.49405499999999997 0.10347000000000002 0.16158000000000003 0.062655000000000016 0.073895000000000002 0.087505000000000013 0.10731 -0.116045 0.03138500000000001 -0.5224049999999999 -0.24498999999999996 0.11054000000000001 -0.023869999999999995 0.11296500000000002 -0.10324499999999999 -0.074229999999999977 -0.008624999999999999 -0.10653 -0.062294999999999996 0.11896500000000002 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 22 -2 5 7 -7 8 19 10 -3 21 13 17 25 -11 -17 18 -4 -5 28 26 -1 -8 -23 -15 -6 -28 29 -21
right_child=3 9 12 4 11 6 23 -9 -10 15 -12 -13 -14 14 -16 16 -18 -19 -20 20 -22 24 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0014441490374837611 -0.0017743652925134668 -0.0019234450899597766 0.0019031565028754262 -0.00090961312957209392 0.00091084239223512462 -0.0015525129234417677 0.0016617852727019275 -0.00098339213940660565 -0.0011984172939934923 0.00093160046400738101 0.00047681968254433346 0.001344979602055509 -0.001813138405750258 0.00032206609817160748 -0.00087328812752685372 0.0010273616275202097 -0.0018074245509022407 0.00056952780410660477 -0.0017794361146212208 0.0014991660510151135 -0.00087510457345460241 -0.0015366774714891313 0.00022521349427372206 -0.00028135051504980747 1.3939495588091896e-05 0.0017200253846987648 -0.0018436748118149594 0.00027083106002674499 -0.00050084091509430839 -0.00039007602048156495
leaf_weight=9.4703015268314665 0.90892618871294217 1.4783753948286178 0.23937257751822505 0.55599281145259993 1.2654000455513599 1.4612108482979231 0.73227927088737477 0.94415188208222467 0.69393875636160451 3.8585841367021185 1.1436985437758265 0.90933587960898865 1.0785274351947007 2.0989776151254773 1.2984448727220295 0.77836507745087125 0.92232701275497675 0.84877098933793593 2.1375664710067199 9.2949218044523079 0.48953986167907793 2.4278410905972123 0.85533937625587064 1.0571901863440869 0.89677239162847344 1.301177201792598 0.67295093461871136 1.0569277014583347 0.44138378230854947 0.4896294525824495
leaf_count=1428 119 64 4 16 26 82 14 10 24 59 18 25 77 39 27 8 99 43 283 441 3 61 9 30 19 20 34 18 8 13
internal_value=0 -0.00058506 -0.000854902 0.000229206 0.000307065 0.000586578 -0.00041502 0.000838785 0.000982567 5.24423e-05 -0.000876495 -0.000317758 -0.000337679 -0.000136864 0.000378868 0.000490583 -0.000510012 -0.000888084 -0.00140858 0.00111684 0.00122199 -0.000557 -0.00130586 0.000513811 -0.00111842 0.00085704 6.61462e-05 -0.000551746 0.00132238 0.00140463
internal_weight=0 27.5098 19.3285 24.2984 23.3895 16.1602 3.25068 12.9096 11.9654 8.18135 2.62207 7.22923 9.00284 7.92431 4.6986 5.55928 1.70069 3.22571 2.37694 11.2715 10.7155 6.31989 10.3256 1.78947 3.32461 3.40015 2.99528 1.72988 10.2259 9.78455
internal_count=3121 2178 1930 943 824 641 126 515 505 248 82 183 493 416 86 166 107 330 287 481 465 158 1437 44 80 59 78 52 462 454
is_linear=0
shrinkage=0.0017508


Tree=276
num_leaves=31
num_cat=0
split_feature=4 151 1213 480 150 160 158 12 403 52 133 42 14 43 130 43 13 16 157 13 49 1 475 1 0 150 12 4 3 48
split_gain=0.545507 0.57812 0.531875 0.564892 0.456443 0.564474 0.509357 0.458096 0.42709 0.470402 0.506957 0.499295 0.451224 0.446768 0.482181 0.450094 0.447674 0.4707 0.483093 0.453798 0.459098 0.395065 0.39417 0.378053 0.862573 0.336972 0.393549 0.328905 0.321718 0.305856
threshold=0.27287000000000006 -0.27559499999999998 -1.0000000180025095e-35 0.084710000000000021 -0.22665999999999997 -0.091944999999999985 0.090905000000000014 -1.0000000180025095e-35 -0.083259999999999987 -0.43320999999999993 -0.25159999999999993 -0.11466499999999999 0.083150000000000016 -0.074359999999999996 -0.23647499999999996 -0.0037449999999999996 -0.092879999999999976 0.033715000000000009 -0.028564999999999997 -0.53104499999999988 -0.097394999999999995 0.11690500000000002 -0.086004999999999984 1.0000000180025095e-35 -0.084044999999999995 0.081835000000000019 -1.0000000180025095e-35 -0.49013999999999996 0.149315 0.10327000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 22 4 -4 7 8 -6 28 29 -11 -12 13 14 -13 21 19 18 -18 -17 -21 -15 -1 24 -16 26 -3 -26 -7 -10
right_child=1 25 3 -5 5 6 -8 -9 9 10 11 12 -14 15 23 16 17 -19 -20 20 -22 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=0.0036534893315270057 -0.003339894108675647 0.0033711226663896204 0.0032294219712279077 -0.0036007057062722803 0.0018335461561206484 -0.0035807737179529555 -0.0030171388203217718 -0.0031656610610398647 -0.0035929732139270807 -0.0036183911140126139 -0.0024057616066328839 -0.0031389359289832382 -0.0022514300340744104 -0.0032302321479276606 -0.0035765423081466035 -0.0013897243589950873 0.0035851806609018639 -0.002970242407640621 -0.00011740098926823914 -0.0010008647290743263 0.0031529531735414395 0.0032987262818719187 -0.0035867628985740614 0.0029169707038405402 -0.00034331150034238971 0.0036276640295101197 0.00017374551018150286 0.0030168604597236551 0.0038992557058828443 0.0016800395360480264
leaf_weight=0.10489848628640175 0.35035484842956099 0.62355969997588667 0.47413416882046533 0.63826449163025145 0.27889367728494097 0.61582287703642791 0.72710254916455497 1.3354273756849675 0.65156870824286883 0.40991072403268347 0.76758321275703068 0.25709029973950226 0.69681885489262718 0.73858775972623014 0.44666537566808995 0.4985769477207217 0.4958533947356133 0.63984523760154832 4.204436949221285 0.41355662536807436 1.7610510740196477 0.13853288651444018 0.96811847639037896 2.1446438565035351 0.53429162083193671 0.7072653614450245 2.1732764990301789 1.1686491558212022 0.08201262354850769 0.17581777548184618
leaf_count=4 15 138 14 210 15 300 136 279 251 118 53 12 28 125 156 13 16 42 170 12 71 13 482 166 10 79 120 58 1 14
internal_value=0 0.0010054 -0.000444667 -0.000315965 -0.000209308 -0.000294303 -0.000109821 -0.00230199 1.56987e-05 0.000133163 0.000273922 0.000380958 0.000532248 0.000676554 0.00158054 0.00021377 0.000477871 -0.000115423 0.0002732 0.00166308 0.002363 -0.00219905 -0.00287895 0.00186309 0.00081164 0.00143986 0.000886607 0.00196262 -0.00270169 -0.00247247
internal_weight=0 3.85446 21.3682 20.2951 19.6569 19.1827 17.5684 1.61432 16.8413 16.1435 15.3161 14.9062 14.1386 13.4418 4.55134 8.89044 8.01332 5.34014 4.70029 2.67318 2.17461 0.877121 1.07302 4.29425 2.14961 3.5041 2.79684 1.70294 0.697836 0.827386
internal_count=3121 352 2769 2283 2073 2059 1765 294 1629 1328 1063 945 892 864 402 462 324 228 186 96 83 138 486 390 224 337 258 68 301 265
is_linear=0
shrinkage=0.00354779


Tree=277
num_leaves=31
num_cat=0
split_feature=1 484 3 3 47 4 128 44 48 50 51 150 3 16 1 15 1374 160 43 4 4 13 48 16 15 16 2 133 51 11
split_gain=0.513236 0.48363 0.385242 0.408967 0.3729 0.483385 0.468952 0.478254 0.490449 0.550377 0.486099 0.354847 0.33251 0.332329 0.561023 0.374702 0.325832 0.354606 0.309102 0.410048 0.384494 0.354926 0.354824 0.337505 0.315889 0.28846 0.286442 0.272913 0.251611 0.236963
threshold=0.094385000000000011 -0.0068949999999999992 -0.12018999999999998 0.0051600000000000005 0.092530000000000015 -0.17966999999999997 0.086435000000000012 0.087770000000000015 0.12879500000000002 0.11610000000000001 -0.076794999999999988 -1.0000000180025095e-35 0.12178000000000001 -0.061854999999999993 0.11588000000000001 -0.055554999999999993 0.093235000000000012 -0.40698999999999991 -0.08076499999999999 -0.083644999999999983 -0.084369999999999987 -0.095304999999999987 0.084485000000000018 -0.088159999999999988 0.090455000000000021 -0.5315899999999999 0.096540000000000015 0.0068000000000000014 0.087505000000000013 0.080320000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 27 18 5 -2 7 8 9 10 12 -6 -7 14 25 -15 17 -12 19 20 26 23 -21 24 -20 -13 -4 29 -5 -3
right_child=4 2 3 28 11 6 -8 -9 -10 -11 16 13 -14 15 -16 -17 -18 -19 21 22 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0032160751556655435 -0.0022377695865719274 0.0016422821913099845 -0.0015352400598738366 0.00044214414118552188 -0.0027863364443322064 0.0014851600096451299 -0.0021294968192618908 -0.0034102881847572959 -0.0011370829931713266 -0.0020752335836973328 -0.0021530263984174351 0.0012020202875536463 -0.0020965720479280952 -0.0031357439176265245 0.0026007082521897181 0.0001721574749982487 -0.00080898795833371365 0.0027416287980855289 -0.001548597005085131 -0.0029425952288481315 0.0038588920223872015 -0.002856078385098269 0.00031235904848389031 -0.0034625979976283393 0.0031279689711026862 -0.0021124465733298042 0.0028804809904102164 -0.0013890128847792796 -0.0016262250711814835 -0.00099595806010838932
leaf_weight=0.69852454884676163 0.53312326490413386 1.6669770069420335 0.53893056249944493 2.8694623996270825 0.58967081969603929 0.59896114503499098 0.48287969699595112 0.22843169141560782 0.75738230161368836 0.38822050276212383 0.15567517885938276 0.44171882746741198 0.46623492042999715 0.62429472815711051 0.88938204501755525 0.77802824554964833 0.31388454604893912 3.9086010063183476 0.27426371281035244 0.87101578328292617 0.31830963212996743 1.9323512905393778 0.55434029619209468 0.25122872606152524 0.31262510945089161 0.66609197761863514 0.20515305013395846 0.56708422809606407 0.75046278443187464 0.43401154759339977
leaf_count=397 105 63 91 96 22 40 33 9 19 39 15 11 13 64 44 27 16 446 47 304 6 960 73 23 8 40 7 35 29 39
internal_value=0 -0.000646337 -0.000490872 -0.000809338 0.000282672 0.000685746 0.000899244 0.00111377 0.00127062 0.00158332 0.00184425 -0.000508828 -8.25594e-05 -0.000113778 0.000719457 -0.00130047 0.00231303 0.00255415 -0.0013757 -0.000561962 0.000933622 -0.00210639 -0.0016767 -0.000377926 0.000942525 -0.000790865 -0.000317771 0.000568838 1.33413e-05 0.00109729
internal_weight=0 12.2447 11.5462 8.87814 11.8226 7.83339 7.30027 6.81739 6.58896 5.83158 5.44336 3.98919 1.0652 3.39952 1.99719 1.40232 4.37816 4.06428 5.25822 2.48775 1.06239 2.77047 1.42536 0.838118 0.586889 1.10781 0.744084 2.66807 3.61993 2.10099
internal_count=3121 2178 1781 1644 943 735 630 597 588 569 530 208 53 186 95 91 477 461 1519 481 104 1038 377 78 55 51 98 137 125 102
is_linear=0
shrinkage=0.00318037


Tree=278
num_leaves=31
num_cat=0
split_feature=12 4 1 133 48 47 48 42 1 42 483 11 1 16 474 0 15 158 51 1213 52 151 2 4 457 14 0 0 0 0
split_gain=2.89707 1.48983 1.10009 1.05418 1.00505 1.19086 1.0159 0.906669 1.30967 1.22646 0.858664 0.796559 0.793739 0.87182 0.705648 0.714037 0.680277 0.674635 0.695847 0.854446 0.795235 0.820915 0.656614 0.640243 0.713338 0.986577 1.03861 0.55704 1.26338 0.724566
threshold=0.051320000000000005 0.36766000000000004 0.094385000000000011 0.084760000000000016 -0.089099999999999999 0.093140000000000014 0.12879500000000002 -1.0000000180025095e-35 0.13021500000000003 0.091735000000000025 1.0000000180025095e-35 0.087830000000000005 0.12337000000000002 -0.061854999999999993 0.084660000000000027 0.13134000000000004 0.19724500000000003 0.084765000000000021 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11434500000000002 -0.089309999999999987 0.086825000000000013 -0.14723499999999998 0.51789000000000007 -0.23083499999999998 -0.13455999999999999 -0.084269999999999984 -0.10011499999999998 -0.082974999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 14 4 -4 6 23 -2 9 10 17 -3 -7 -14 15 -1 -11 18 -9 -20 21 -21 -22 -6 25 26 -25 28 -23 -29
right_child=1 11 3 -5 5 12 -8 8 -10 16 -12 -13 13 -15 -16 -17 -18 -19 19 20 22 27 -24 24 -26 -27 -28 29 -30 -31
leaf_value=-0.00091076722366260866 -0.0016631310511049304 0.0020450432904302283 -0.0015366089714366259 0.0020066967728478912 -0.00050018347617684607 -0.0013065448510504872 -0.0010350483344381939 -0.0012275226490280351 0.0016372828921495922 -0.0020391475520918556 -0.0020673008648244154 -0.00020489530531759325 0.0018508275525696163 -0.00076581476969218517 0.00094275049623716454 0.00050226375575841394 0.001065785297261273 -0.0020997732300506405 -0.0020536867233804136 -0.001687239418210333 0.0003177700883217594 0.0010691366292285055 -0.0022257614685260679 -0.0012378540342725397 -0.00082942644269734652 0.0020908535067654505 0.0020741850449526281 0.0030435439393032208 -0.0020630646692970057 0.00080784598693032627
leaf_weight=5.7666053201537597 4.8693005209788742 1.0952680893242353 1.0336463162675489 1.8877107514999796 0.79445195663720003 1.9207080649211992 0.92067237570881832 2.2237682687118712 0.95476334262639184 3.6716354310046877 1.3170773577876378 1.5898773400112984 1.0157500505447385 1.085699297487736 1.570540005341172 1.9798961440101264 0.31583393737673748 0.83674352173693556 0.7374988903757228 0.61653616931289867 0.79437866923399247 1.5652124658227013 0.8835083378944546 0.87814633920788765 0.53219759836792935 4.6437484032940182 0.70227634860202204 0.75438678683713112 0.80301990034058679 2.8715876224450589
leaf_count=186 721 43 26 146 30 37 10 254 23 490 185 36 24 23 46 25 4 96 123 21 42 23 53 11 6 196 55 11 95 80
internal_value=0 -0.000718799 0.000252673 0.00058554 0.000387219 0.000546385 0.000978257 -0.000884388 -0.000677697 -0.000804788 -0.000510741 0.000712852 -0.000363227 0.000498957 -0.000298054 -0.000549617 -0.00179322 -0.000341123 -0.000210318 4.02907e-05 0.000226607 0.000543405 -0.00102155 0.00122374 0.00142645 0.00161934 0.000233883 0.000772839 7.07025e-06 0.00127298
internal_weight=0 25.9004 24.732 15.415 13.5273 12.4937 8.47149 23.2153 18.346 17.3912 13.4037 2.68515 4.02216 2.10145 9.31704 7.7465 3.98747 12.0866 11.2499 9.02613 8.28863 6.61074 1.67789 7.55082 6.75637 6.22417 1.58042 5.99421 2.36823 3.62597
internal_count=3121 2300 821 564 418 392 308 2221 1500 1477 983 79 84 47 257 211 494 798 702 448 325 230 95 298 268 262 66 209 118 91
is_linear=0
shrinkage=0.00203011


Tree=279
num_leaves=31
num_cat=0
split_feature=12 1 132 16 457 13 448 133 124 15 47 148 48 1 14 43 457 52 402 43 124 1443 52 15 48 0 52 1447 457 2
split_gain=0.491459 0.580228 0.452419 0.395526 0.39732 0.386077 0.543037 0.510264 0.430283 0.42632 0.486802 0.45295 0.536158 0.646023 0.528497 0.402635 0.333301 0.320965 0.309989 0.31747 0.304996 0.303948 0.273749 0.344379 0.231538 0.377994 0.646301 0.231313 0.211517 0.211334
threshold=0.084100000000000022 0.13021500000000003 0.081465000000000024 -0.25582999999999995 0.088350000000000026 -0.073839999999999975 -0.081729999999999983 -0.0061299999999999992 -0.51664499999999991 0.024640000000000006 0.092710000000000015 -0.043434999999999994 0.12879500000000002 0.094090000000000021 -0.46596499999999991 -0.084154999999999994 0.51767500000000011 0.091275000000000009 0.085065000000000016 -0.0037449999999999996 0.14970500000000003 0.10251500000000001 1.0000000180025095e-35 -0.11713499999999999 0.085845000000000019 -0.12333499999999999 0.096795000000000006 -0.080594999999999986 0.3138450000000001 0.083215000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 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 22 18 6 -1 -8 -9 10 11 -7 13 24 -15 -10 -16 -12 20 21 -5 -20 23 -2 25 29 -27 -17 -26 -13
right_child=1 -3 -4 4 -6 9 7 8 15 -11 17 12 -14 14 16 27 -18 -19 19 -21 -22 -23 -24 -25 28 26 -28 -29 -30 -31
leaf_value=-0.0039455241065880714 -0.0012617812845743611 0.0021797595327585927 0.0024892372769140174 -0.0021982074087565063 0.0017531019032115142 0.0033111114855589479 -0.0032729174011266486 -0.0042228090341867672 -0.0025143160530910116 -0.002536763044427421 -0.0024219148880738383 0.0035817341337754131 -0.0041126685675338193 -0.0030175991060278017 0.0031209883446528955 -0.0008218870040437922 -0.0010555963802590857 0.00084724485172760634 -0.0036109104860220379 0.0021724774848133717 0.0037333081383862936 0.0039577326557773086 -0.0021869052510671482 0.0017472272086444438 -0.0037227295217172555 -0.0031098718639187783 0.0020650568949922223 0.0033437426330772081 -0.00031083308622761511 0.00029105784547828352
leaf_weight=0.24189513199962709 0.75359403109178003 0.77501033386215645 1.0609402671689157 5.2450093341758448 0.44707357964944083 0.63453380879945687 0.24428085732506666 0.12835222482681397 0.18727464741096067 0.97966326301684681 1.4983534576604145 0.41865950915962502 0.36027202755212773 0.24989744287449545 1.6900723375729318 0.1881029109354152 0.28717260435223568 0.51961174141615618 0.33672566787572578 0.48478669422911469 0.1137828753562643 0.085465148091316223 0.53030548762762908 1.3897604007506734 0.49411816638894368 0.8678355563897675 0.48237327858805656 1.9115011773537789 0.44243245292454958 0.62503895349800587
leaf_count=7 28 57 105 1583 43 36 53 1 88 90 63 8 4 15 147 30 4 23 165 82 5 1 65 53 32 67 17 209 8 32
internal_value=0 -0.000800919 0.000242431 -0.00104702 -0.00151136 5.09893e-05 0.00119603 0.00166368 0.00216298 -0.000296888 -4.0852e-05 0.000433204 0.000124625 0.000399308 0.00189367 0.00252138 0.00251439 -0.00158013 -0.00174428 0.000193555 -0.00207226 -0.00207877 0.000118799 0.000689273 -0.000599999 -8.88905e-06 -0.00126109 0.00297055 -0.00211093 0.00161105
internal_weight=0 10.1615 13.5124 9.3865 6.71284 12.4514 2.90141 2.65951 2.41523 9.55003 8.57037 6.55241 5.91787 5.5576 2.22714 2.28688 1.97724 2.01797 6.26577 0.906978 5.35879 0.422191 2.67366 2.14335 3.33046 2.39391 1.35021 2.0996 0.936551 1.0437
internal_count=3121 2082 1039 2025 1879 934 388 381 328 546 456 370 334 330 166 327 151 86 1836 248 1588 166 146 81 164 124 84 239 40 40
is_linear=0
shrinkage=0.00358424


Tree=280
num_leaves=31
num_cat=0
split_feature=12 4 43 42 1 42 3 43 52 484 43 43 4 49 16 3 1213 52 2 1 11 14 47 457 1374 1375 48 150 402 1
split_gain=1.82777 1.27751 0.977764 0.872233 0.838669 0.924118 0.837962 0.719552 0.68114 0.638823 0.574694 0.641558 0.609068 0.596365 0.549525 0.602605 0.557908 0.428431 0.583615 0.427927 0.422323 0.418842 0.416083 0.378128 0.586805 0.378569 0.358809 0.354359 0.340809 0.338068
threshold=0.051320000000000005 0.24564500000000003 -0.043144999999999996 -1.0000000180025095e-35 0.13021500000000003 0.091735000000000025 0.31299000000000005 -0.40263499999999991 0.13796000000000003 -1.0000000180025095e-35 -0.16318499999999997 0.13895500000000002 -0.0029599999999999995 -0.42399999999999993 -0.083134999999999987 -0.10831999999999999 -1.0000000180025095e-35 -0.087284999999999988 0.10855000000000002 1.0000000180025095e-35 0.077290000000000011 -0.24494999999999997 0.10843500000000002 0.082380000000000009 -0.26569999999999994 0.071870000000000003 -1.0000000180025095e-35 0.097810000000000022 -0.50169499999999989 0.11323000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 28 5 9 17 -1 22 -5 -11 12 13 -12 16 20 -15 18 -4 -9 -16 -8 -3 25 -25 29 -21 -26 -2 -19
right_child=1 8 6 4 -6 -7 21 19 -10 10 11 -13 -14 14 15 -17 -18 23 -20 26 -22 -23 -24 24 27 -27 -28 -29 -30 -31
leaf_value=-0.000425588102820118 0.00024935856473222001 0.0013610982883396324 -0.0021266389518411013 -0.0020836923874075438 0.0015697406546239289 -0.0018798337342260376 -0.0010033493000331747 1.0410220170251324e-05 -0.0014823050359266028 0.0014914414762846114 0.0024090597005033687 0.00095702945148641344 -0.0019305008605054921 -0.0020750283789539568 0.0012317657773002534 -0.0017710968975537657 0.00089188327769742387 -0.00042515614984928521 0.00014774277649031535 0.00021090333072260885 -0.0012730459427244892 0.0021151513077576406 -0.00030708915005868523 -0.00062255443928408143 0.0005218464001607115 -0.0017231316270866252 0.0020070437652214036 0.0023660431710523814 -0.0021087266465025117 0.00056804663043903106
leaf_weight=1.1531306393444536 0.28856837749481234 2.1604122249409556 1.0393362902104843 0.94461792032234271 0.68849364528432566 2.524833216681146 0.22185316123068322 0.76160577870905655 0.63193838740698982 0.70244500599801263 0.30599980801343729 1.1616876418702302 1.368657406652346 0.33009481464978296 0.63541506417095284 1.9801413419190859 1.4734299341216646 4.6374478174839151 0.89211108442395914 0.56442506052553687 0.52145012863911688 1.0532472380436946 0.9017168441787361 1.0212004510685804 1.0049823094159362 0.68401938769966353 2.9290567920543253 0.79324568924494077 2.7087162885582101 2.1270433575846255
leaf_count=32 21 93 83 259 21 484 14 20 24 15 3 17 116 96 13 308 53 145 24 27 77 92 17 13 29 18 219 28 683 77
internal_value=0 -0.000623505 0.000278835 -0.000881278 -0.000644 -0.000771557 -1.85385e-05 0.00101974 0.000467479 -0.000474631 -0.000295377 -0.000456771 -0.000705047 -0.000385364 -0.000558442 -0.00108006 0.000348857 -0.000184844 -0.00107613 0.00141142 0.000102737 0.00157257 0.000869861 -1.71883e-05 0.000626207 -0.000260728 0.00171685 0.00133537 -0.0018817 -0.000112851
internal_weight=0 19.3286 18.8827 15.6346 12.6373 11.9488 13.4745 5.40822 3.69407 9.42394 8.47932 7.77688 6.61519 5.24653 4.94053 3.13701 1.80352 12.1994 1.93145 4.25509 1.15687 1.2751 3.06213 10.2679 2.81943 7.44851 3.49348 1.79823 2.99728 6.76449
internal_count=3121 2300 821 2166 1462 1441 523 298 134 957 698 683 666 550 547 398 149 417 107 266 90 106 110 310 70 240 246 57 704 222
is_linear=0
shrinkage=0.00206275


Tree=281
num_leaves=31
num_cat=0
split_feature=1 12 3 47 3 12 50 14 4 151 52 51 484 52 1 457 15 12 4 15 42 13 16 52 48 1 16 0 13 15
split_gain=2.78005 1.09602 1.1124 1.05429 0.901034 0.870817 0.812528 0.804734 0.756717 0.712339 0.686777 0.668416 0.793337 0.838671 0.863229 0.780211 0.657044 1.03145 0.822459 0.756382 0.613259 0.600731 0.565487 0.516804 0.572548 0.485129 0.613351 0.701973 0.561704 0.541322
threshold=0.10060500000000001 0.084100000000000022 0.10732000000000001 0.087885000000000019 -0.097604999999999983 -1.0000000180025095e-35 0.10965000000000001 0.062655000000000016 -0.17966999999999997 -0.40381499999999992 0.19022000000000003 -0.10748999999999999 0.08660000000000001 0.077655000000000016 0.077845000000000011 -0.0029299999999999994 0.088345000000000021 0.088615000000000013 -0.077834999999999988 0.088495000000000018 -0.098769999999999983 -0.073839999999999975 -0.5048999999999999 -0.24164999999999998 -0.086869999999999989 0.10781 -0.061854999999999993 -0.10836499999999999 -0.092094999999999982 -0.055554999999999993
decision_type=2 2 2 2 2 2 2 2 2 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 5 22 -2 8 10 -7 -10 11 -1 13 14 -13 -16 -6 18 -18 -19 -11 -17 -3 -22 -25 -5 27 28 -27 -28
right_child=3 2 -4 25 16 6 -8 -9 9 20 -12 12 -14 -15 15 21 17 19 -20 -21 23 -23 -24 24 -26 26 29 -29 -30 -31
leaf_value=-0.0019597378103034199 0.0017051184485572459 0.0020242276106683106 0.00056862351794044594 -0.0014191702343863066 -0.0019428381675893446 -0.0014216498578231379 -0.0015378175825836475 -0.001980125516669283 -0.0017694931392057409 -0.00076903781857189232 -0.0019844212412989085 -0.0015132743020557088 0.0015719322730449376 0.00098635352789444445 -0.001927953905503975 0.0018569028140897027 -0.0019262505394701823 0.0019868859019428432 0.0017628114545679512 -0.0019376437744058951 -0.00038277285824438 1.43544067130489e-05 -0.00060551918565736362 -0.00046686121790300554 0.0014601394757875847 0.00090511665749370398 -0.0017052373721782011 0.0017535141864109525 -0.0010516542945111815 0.00012882687024293153
leaf_weight=0.55250904499553044 2.7037269333377489 0.32472419273108233 1.6281988359987725 1.0167825617827464 4.8155071039218438 0.61428257240913708 0.68499059556052166 0.81718674139119762 0.3823430221527796 0.72456548456102421 0.61534321773797351 1.7177962807472775 1.3536016426514823 2.3628901012707502 0.6387038780376314 0.78599931229837228 0.31159323151223361 0.19812624412588808 0.77043543895706557 2.0025421872269362 0.78539955988526156 3.7432825420983136 3.973373264539986 0.62939299456775 5.623954443726694 1.0525766313076022 1.1060188189148901 1.1580447191372512 1.1028180262073877 1.2682019150815906
leaf_count=58 236 8 18 32 1017 69 27 50 8 11 32 154 48 70 13 29 75 8 26 428 18 85 216 15 202 22 65 36 21 24
internal_value=0 -0.000551951 -0.000920332 0.000409744 -0.0011159 0.000746338 0.000471876 -0.000141509 0.000629025 0.000783671 -1.38562e-05 9.48482e-05 0.000201917 1.40705e-06 -0.000336582 5.45406e-05 -0.00149223 -0.000831217 0.000700467 -0.00158432 0.000909415 0.000334105 -0.00040684 0.00108219 0.00126619 -0.000200175 1.77442e-05 0.000550355 -9.60746e-05 -0.000725563
internal_weight=0 26.6118 14.0245 18.8531 12.3963 12.1487 9.44493 12.5873 8.75994 8.14566 11.7701 11.1548 10.6023 9.24867 6.88578 5.16799 8.0982 3.2827 1.08203 2.20067 7.76331 4.52928 4.2981 7.03875 6.25335 6.70444 5.68766 3.31344 2.15539 2.37422
internal_count=3121 2335 1796 786 1778 586 350 539 323 254 489 457 399 351 281 127 1554 537 101 436 246 114 224 235 217 200 168 79 43 89
is_linear=0
shrinkage=0.00191603


Tree=282
num_leaves=31
num_cat=0
split_feature=1 159 158 3 3 123 2 12 40 39 47 50 151 4 159 150 2 43 16 49 42 12 47 48 9 0 133 0 1444 1212
split_gain=0.504962 0.386791 0.414834 0.464171 0.577345 0.407029 0.462727 0.371797 0.56491 0.425068 0.547105 0.462291 0.437397 0.446763 0.364933 0.363828 0.401325 0.369145 0.35221 0.427785 0.328667 0.394518 0.570353 0.351551 0.31758 0.348693 0.283755 0.28921 0.268293 0.266967
threshold=0.099195000000000019 -0.032739999999999991 0.084765000000000021 -0.12018999999999998 0.092670000000000016 1.0000000180025095e-35 0.092365000000000017 -0.064509999999999984 0.57330500000000006 0.15619500000000003 0.13148500000000005 0.11534500000000002 -0.40381499999999992 -0.033174999999999989 0.083335000000000006 0.088040000000000021 0.089885000000000007 -0.084004999999999982 -0.08947999999999999 -0.42399999999999993 -0.12995999999999999 0.10312500000000001 0.10813000000000002 0.12879500000000002 -0.036024999999999995 -0.23051499999999997 0.0068000000000000014 -0.10836499999999999 -0.10662999999999999 -0.50120999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 26 5 6 15 8 -2 10 11 12 -9 14 -14 16 17 -5 -18 -20 -15 22 23 -22 -19 -26 27 -3 -4 -27
right_child=7 2 28 4 -6 -7 -8 9 -10 -11 -12 -13 13 20 -16 -17 18 24 19 -21 21 -23 -24 -25 25 29 -28 -29 -30 -31
leaf_value=-0.0030065324346988018 0.0026626292544779328 -0.00074565779752711102 0.0034563842974541939 0.00056616559199086365 0.00084423074750821945 0.0010581064200312076 -0.0031089981968101055 -0.0032650815216003575 -0.0037754693375855863 0.003608988022521045 -0.0021804951784614949 -0.0031676870949873758 -0.0022934664557789325 -0.001497119630316523 0.0024773949997545482 -0.0035738700132943078 0.0030444033404439016 0.0038234452526354963 0.0039702832901060379 -0.0034448376005922232 0.0017596896200416749 0.0031143782242958047 -0.0025593493591686113 -0.0016132145764192183 0.0018096646790809212 0.0014607617258809184 -0.0012006700171892683 0.0022558463207298586 -0.0033317656880395325 -0.0029508331738082251
leaf_weight=0.72349939058767532 1.3356276545091521 0.47676016774494279 0.072033591568470001 0.99298782774712613 2.1978314965963364 0.84897245094180096 1.4254895222256889 0.33039761427789738 0.17439833842217911 0.37631805846467692 1.1692501553334294 0.41015082236845035 0.84782068704953129 0.50017813779413511 0.23088670801371336 0.52483549056341861 0.55695315351476893 0.10567374527453921 0.1293407529592514 0.27588857820956025 2.8678914372576436 1.1244861109880728 0.48559828335419286 0.39832928567193437 0.22722604847512906 0.16932880785315862 0.54262665810529132 1.5273237038636551 0.77395777404308397 1.867972129781281
leaf_count=329 255 38 2 217 71 50 395 15 3 25 43 47 129 10 12 96 22 1 1 85 181 60 31 5 10 18 33 61 221 655
internal_value=0 -0.000613812 -0.000477665 -0.000315433 -0.000663162 -0.00112817 -0.00142392 0.000377552 0.00191907 0.000111261 -4.60919e-05 0.000300732 0.000510378 0.000703618 -0.00127231 -0.000928675 -0.00060771 -0.00115583 0.00130819 -0.00107809 0.00110006 0.00136646 0.000842576 0.00134835 -0.00187726 -0.00214328 0.000957467 0.00154181 -0.00275378 -0.00258417
internal_weight=0 13.4387 12.7152 11.8692 9.3225 7.12467 6.2757 10.2513 1.51003 8.74131 8.36499 7.19574 6.78559 6.45519 1.07871 4.85021 4.32537 3.36319 0.962182 0.405229 5.37648 4.87631 3.75182 3.26622 2.3702 2.26453 2.54671 2.00408 0.845991 2.0373
internal_count=3121 2305 1976 1753 1621 1550 1500 816 258 558 533 490 443 428 141 1105 1009 901 108 86 287 277 217 186 684 683 132 99 223 673
is_linear=0
shrinkage=0.00336426


Tree=283
num_leaves=31
num_cat=0
split_feature=1 123 3 3 52 52 11 47 15 39 1 50 48 4 128 9 0 16 1 1374 51 15 0 0 0 15 43 43 13 42
split_gain=2.31843 1.14547 1.15283 1.16229 1.04904 0.882599 0.862487 0.833415 0.701253 0.654713 0.611159 0.600229 0.611034 0.630603 0.753596 0.544542 0.480692 0.460982 0.529458 0.452801 0.478011 0.429015 0.417189 0.411434 0.501171 0.419818 0.797428 0.597109 0.574513 0.735786
threshold=0.104035 1.0000000180025095e-35 -0.12018999999999998 0.090900000000000009 0.11434500000000002 -0.087769999999999987 0.081790000000000015 0.087885000000000019 0.024640000000000006 0.085220000000000004 0.077845000000000011 0.10965000000000001 0.12879500000000002 -0.036839999999999991 0.086435000000000012 -0.036024999999999995 0.041630000000000007 -0.061854999999999993 0.11588000000000001 0.086765000000000023 -0.076794999999999988 -0.055554999999999993 -0.10836499999999999 -0.14116499999999996 -0.15350499999999997 0.040760000000000005 -0.084004999999999982 -0.084154999999999994 -0.095304999999999987 0.08623500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 15 5 -5 8 9 10 11 -1 12 13 -2 19 -4 -10 18 -9 20 -15 -19 -20 24 -17 -25 27 -27 29 -28
right_child=7 -3 3 4 -6 -7 -8 17 16 -11 -12 -13 -14 14 -16 23 -18 21 22 -21 -22 -23 -24 25 -26 26 28 -29 -30 -31
leaf_value=0.00010183698198974515 -0.0004304051630619985 0.00054602739685735192 0.0016377081801543982 -0.0010839620763594729 -0.0015721502583293729 0.00055839874472823057 -0.001175752982558592 -0.00040600973339657793 -0.0015026512044546676 0.0013450193208250515 0.001306259443030281 -0.0010335104006315016 -0.00059113907878679574 0.00026455116764522075 -0.00096712454488423688 -0.00085552607867883266 0.00055399280629430704 -0.0013251216315286519 -3.8292373478964732e-06 -0.00037804818327449689 0.001375321980462826 -6.5434971778350454e-05 0.0013567568594010395 -0.0013278756779767234 0.0005343572219882397 -0.00030231713659210874 -0.0015906211217231411 0.0022266094837818488 -0.0014729975999362933 0.00096399076185381318
leaf_weight=2.0692640838678993 1.0077604264952231 2.3888117491733274 0.1789643084630449 0.88516251929104317 0.84296561079099763 3.3430854009930036 0.99057591962628055 1.7858041687868538 0.65109319635666885 1.7649487038142968 1.5962377409450708 0.60911663295701135 0.99961445480585087 1.0733938314951954 0.46060459502041329 1.6573738174047323 0.38787499722093344 1.1002266823779794 0.93325328454375267 0.47367709595710028 3.6343462276272502 1.2189344190992404 0.99692486552521564 5.7115561071550349 0.8341897847130938 1.7505862994585184 0.4363781516440256 0.22540679574013189 2.9618880876805549 0.53901818604208529
leaf_count=40 62 95 3 44 27 56 75 36 58 174 36 25 13 22 8 44 10 66 23 14 192 25 31 920 25 170 26 1 782 18
internal_value=0 -0.000421631 -0.000513866 -0.000683961 -8.24214e-05 0.000214579 6.45596e-05 0.000277969 0.00032572 0.000536495 0.000626334 0.000363703 0.000474962 0.000635221 0.00082556 -0.000897355 -0.00073485 -0.000151403 0.000167912 0.000984922 0.00112206 -0.000663039 0.000698905 -0.000929494 -0.000390185 -0.00104508 -0.00077194 -1.38357e-05 -0.00115241 -0.000178905
internal_weight=0 27.4504 25.0616 19.3666 5.07121 4.22825 5.69505 16.0586 4.70447 10.0235 3.6655 8.25851 7.6494 6.64978 5.64202 14.2954 1.03897 6.03514 3.71598 5.18142 4.70774 2.31916 1.93018 14.1164 2.49156 11.6248 5.91328 1.97599 3.93728 0.975396
internal_count=3121 2430 2335 2116 127 100 219 691 144 510 76 336 311 298 236 1989 68 181 90 228 214 91 54 1986 69 1917 997 171 826 44
is_linear=0
shrinkage=0.00146249


Tree=284
num_leaves=31
num_cat=0
split_feature=4 1213 480 151 475 14 403 52 133 1456 11 1374 457 1 42 0 43 43 16 133 13 0 3 1 48 2 1453 16 1 42
split_gain=0.480122 0.469729 0.48097 0.466033 0.409476 0.402937 0.364985 0.396971 0.484207 0.398285 0.386185 0.395659 0.395759 0.385162 0.446085 0.417607 0.644822 0.427779 0.399132 0.381009 0.390533 0.438159 0.447114 0.613482 0.396617 0.322904 0.312102 0.305571 0.387739 0.284061
threshold=0.27287000000000006 -1.0000000180025095e-35 0.084710000000000021 -0.27559499999999998 -0.086004999999999984 0.076175000000000007 -0.083259999999999987 -0.43320999999999993 -0.25159999999999993 -1.0000000180025095e-35 0.082245000000000013 0.093235000000000012 0.5717850000000001 1.0000000180025095e-35 -0.088934999999999986 -0.084044999999999995 0.15359500000000004 -0.084004999999999982 -0.25582999999999995 0.048520000000000008 -0.092879999999999976 -0.11991499999999998 -0.12711499999999995 0.11588000000000001 0.086260000000000017 1.0000000180025095e-35 -0.082454999999999987 -0.54165499999999989 0.111945 0.085225000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 -2 -1 6 -3 -8 -9 26 11 12 13 14 -11 16 25 29 -19 20 -15 24 -23 -24 -22 -16 -10 -5 -29 -17
right_child=3 2 -4 27 -6 -7 7 8 9 10 -12 -13 -14 19 15 17 -18 18 -20 -21 21 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0036996379858421106 -0.0033016301517466806 -0.0027433111383584089 -0.0036238287695742745 0.0037045997210892584 -0.0036185197632381339 -0.0025466850505541897 -0.0025268474780646439 -0.0036485878833444007 0.001697227197245376 -0.0036720470831250406 -0.0032060849075201204 -0.0031190749105857373 -0.0036760680117345962 0.0027003526296377877 0.003915873760770433 0.003720287379399485 0.0028158596102928943 0.0029353764049819464 -0.0011521748449476719 0.003583190613822377 0.002974117360328894 0.0035197363288012738 -0.0022710249416726331 0.00087270334586976529 0.00036793576375759412 -0.003674031463933968 -0.0036396836760406821 -0.00076501990772344982 0.0020459135481017536 0.0006133965239196943
leaf_weight=0.11023124307394028 0.2917271428741518 0.62639802601189387 0.5357430322910649 0.61025549087207798 0.88371267257026076 0.87843784934375335 0.73743150761585319 0.4165102529805268 0.18791602290002629 0.4146282939473166 0.37239926494658071 0.37963848328217942 0.27383251488208848 1.2907084110193041 0.078360751271247642 0.81012154696509264 0.3232753633055836 0.3876676168292762 1.4572784441406381 0.74265636806376267 1.3669665441848411 0.35194239206612854 1.6262154749710798 1.5579827076289801 1.6543627465143798 0.86481009016279131 0.55615501716967131 1.0688601447036483 1.5286146411672232 0.70590310916304588
leaf_count=4 15 314 210 57 482 80 258 136 23 88 26 30 8 81 1 20 8 12 123 93 44 14 204 43 38 235 165 50 230 29
internal_value=0 -0.000408903 -0.00028074 0.00103081 -0.00280691 -0.000181578 -6.06687e-05 4.08247e-05 0.000160519 0.000263522 0.000393231 0.000487053 0.000585497 0.000671095 -0.000114424 0.000204348 -0.00154779 0.00086457 -0.000293282 0.00113212 0.000900185 0.000545857 -0.000309596 -0.000732844 0.00154707 -0.00304345 -0.00229184 0.00142483 0.000889215 0.00227363
internal_weight=0 19.5913 18.5973 3.49946 0.993944 18.0616 17.1832 16.5568 15.8193 15.4028 14.6588 14.2864 13.9067 13.6329 5.04205 4.62742 1.26645 3.36097 1.84495 8.59083 7.84818 6.55747 3.53614 3.1842 3.02133 0.943171 0.744071 3.20773 2.59747 1.51602
internal_count=3121 2769 2283 352 486 2073 1993 1679 1421 1285 1097 1071 1041 1033 516 428 244 184 135 517 424 343 261 247 82 236 188 337 280 49
is_linear=0
shrinkage=0.00358026


Tree=285
num_leaves=31
num_cat=0
split_feature=12 1 13 133 14 132 132 13 4 38 52 457 1374 12 43 15 52 11 13 13 3 133 13 1212 0 160 3 4 16 52
split_gain=1.93936 1.40199 1.07181 1.01214 1.12979 0.959603 0.825394 0.813397 0.99941 0.686404 0.671673 0.598476 0.635374 0.5953 0.706029 0.581909 0.511583 0.462421 0.379859 1.03992 0.606365 0.576845 0.510093 0.42066 0.325088 0.322402 0.321346 0.358263 0.320262 0.311706
threshold=0.079890000000000017 0.13021500000000003 -0.00051499999999999994 -1.0000000180025095e-35 0.091685000000000016 0.087955000000000019 0.082230000000000011 -0.47860499999999995 0.24564500000000003 0.11495000000000001 0.039215000000000007 0.082380000000000009 -0.035729999999999991 0.10124000000000001 -0.17390999999999998 0.15614500000000003 -0.0064899999999999992 0.087830000000000005 -0.084034999999999985 -0.084319999999999992 -0.097604999999999983 0.091250000000000012 -0.0082249999999999979 -0.50120999999999993 0.14486500000000005 0.081905000000000019 -0.10217499999999997 -0.17966999999999997 -0.50339499999999993 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 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 6 9 11 -1 -2 13 -5 17 16 -13 14 26 18 -4 -10 19 21 22 23 -20 -16 -25 29 27 -9 -23 -14
right_child=1 -3 5 4 -6 -7 -8 8 10 -11 -12 12 25 -15 15 -17 -18 -19 20 -21 -22 28 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0017035966876509804 0.00067433038863023086 0.0012153843432018471 -0.0010803809212070409 0.0016509827083638615 -0.0022260522591851174 0.001912952631768904 0.0016637834092695035 0.00086163926943494688 0.0012389168368614346 -0.0012901739656896087 -0.0013580451591915837 -0.00064924129666372608 -0.00078304188588850551 -0.0019325376844056702 0.00067959153162651029 0.00077890406995826636 -0.00014174708619319184 -0.0005217237136062639 0.00062676892038388183 0.0019546693230299899 -0.0019559650906648468 0.0025154196272725729 -0.0013622702498298472 -0.0017543498001391939 0.0010345819623840816 0.0018544383180956068 0.0014212253192427181 -0.0017719994589368892 -0.00046408135581365917 0.0011677436082902254
leaf_weight=0.90900234226137466 1.3644900438375831 1.4343518177047361 3.540566884679718 4.6050581159070152 0.33485664054751385 0.83212295826524574 0.39316251408308744 0.39141003228724003 1.5706499493680892 0.31997141009196628 0.89424821641296137 1.3128631133586171 0.51090053096413635 2.621913007576949 0.33740971935913044 0.6014486066997059 5.7367870146408642 0.87624749448150385 0.74477649806067381 0.47692778054625051 3.9166309273568789 0.22808528924360871 1.3998609283007706 2.9214257441926752 0.16657186299562443 1.0254211714491246 0.62403199658729736 0.38761980179697275 0.3369976442772894 0.78082559537142604
leaf_count=64 19 57 133 328 5 25 31 5 39 8 42 17 20 314 15 12 160 20 24 21 998 3 119 492 3 18 14 43 37 35
internal_value=0 -0.000638572 0.000200214 0.000845804 0.00122524 -0.000108123 -0.000686884 -0.000772465 -0.000879197 0.0014599 8.21024e-05 -0.00023842 0.000430016 -0.00109113 -0.000915108 -0.00107874 -0.000499963 0.000608422 -0.00118486 -0.000755246 -0.0015015 -0.00107912 -0.000671529 -0.00137898 -0.00160391 0.00104151 0.000382936 -0.000448773 0.000738539 0.000396173
internal_weight=0 21.2951 20.3015 6.56205 5.25989 13.7395 1.30216 19.8607 18.4963 4.92503 3.34115 12.9074 3.63001 15.1551 12.5332 11.1301 9.27735 2.4469 10.5287 4.46742 6.06127 3.99049 2.14464 3.42541 3.088 2.31715 1.40306 0.77903 0.565083 1.29173
internal_count=3121 2277 844 436 341 408 95 2220 2201 336 101 383 90 2100 1786 1724 293 59 1712 571 1141 550 143 510 495 73 62 48 40 55
is_linear=0
shrinkage=0.00194177


Tree=286
num_leaves=31
num_cat=0
split_feature=31 2 123 484 8 1447 39 42 133 160 4 15 158 14 457 1213 48 0 150 1426 13 13 43 15 0 52 484 43 42 4
split_gain=0.459669 0.488534 0.462256 0.363038 0.37221 0.346044 0.335252 0.329411 0.358778 0.329468 0.388232 0.486494 0.501552 0.411359 0.428224 0.436425 0.37649 0.353963 0.320566 0.316951 0.326569 0.421427 0.397815 0.368566 0.384191 0.314327 0.312363 0.4687 0.511416 0.306682
threshold=-1.0000000180025095e-35 0.098035000000000011 0.08592000000000001 -0.068929999999999977 0.088180000000000022 -1.0000000180025095e-35 0.16946000000000003 -1.0000000180025095e-35 0.095000000000000015 -0.091944999999999985 -0.49405499999999997 -0.095869999999999983 0.090905000000000014 0.076175000000000007 -0.0029299999999999994 -0.080769999999999995 0.085700000000000012 -0.13843999999999998 -0.22665999999999997 -1.0000000180025095e-35 -0.53104499999999988 -0.47860499999999995 0.13895500000000002 -0.15026499999999995 -0.23091999999999999 -0.43320999999999993 0.087235000000000021 -0.17390999999999998 -0.11466499999999999 0.033845000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 5 -2 6 -3 7 26 9 18 -11 16 13 14 -13 -16 17 -12 -9 -7 -21 -22 23 24 -23 -17 27 28 -5 -25
right_child=1 2 -4 4 -6 19 -8 8 -10 10 11 12 -14 -15 15 25 -18 -19 -20 20 21 22 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=0.0031327409456454831 -0.0029241228782610528 -0.003073847274249177 0.0024629773107121143 -0.0025287298471104373 0.0029523476842400771 -0.0034897711416849147 0.0033249398390872644 0.0032185844725531017 -0.0029948765304227986 -0.0031524711064776596 0.0024741260402879727 -0.0020722389413210893 -0.0031603228275131406 -0.003082639212479448 -0.0023655964640665068 -0.0030395639259377192 -0.0028502613011690101 -0.0014693684091784218 -0.002481513494880851 -0.0025749893103901426 0.0032429825945392557 -0.00073433056604949672 -0.0021111636207042346 0.00062905936660294956 0.0027803933990634025 0.0015547520059594447 0.0027404428747389272 -0.0030877135414684349 0.0017034323249518802 -0.00088366706433782303
leaf_weight=0.37740972865140321 0.57976280542789282 0.2999509691144312 0.81816089770291078 0.50544705340871587 0.27757993806153614 0.20385819295187957 0.19642187468707639 0.099427862092852592 0.4482744106207982 0.3436381859937655 0.33195685059763491 0.39707542234100035 0.31419426697539155 0.24211119313258667 0.29472827131393931 0.13891725731081983 0.77344463823828846 0.54095003462862024 0.86449501768219938 0.34083655779249689 0.45378538104705235 0.38597333687357593 0.58933954196982075 3.4765992467291751 1.0343630446004652 4.321307237667507 0.14048941631335754 1.2855529991211361 0.52726382331457033 1.8589459654467644
leaf_count=86 304 49 116 32 40 30 4 2 202 36 15 63 38 19 97 54 53 34 222 9 23 20 74 347 92 303 14 512 45 186
internal_value=0 -0.000213313 0.000303141 -0.000600431 -0.000488569 9.87031e-05 -0.000569748 -0.000635871 -0.000372336 -0.000236618 -2.91502e-05 0.000116783 0.000532024 0.000747094 0.000927066 0.00117753 -0.00132297 3.0299e-05 -0.00189355 0.000212754 0.000305482 0.000431366 0.000257665 0.000464307 0.00182527 0.00141166 -0.00161236 -0.00187615 -0.000367945 0.000102014
internal_weight=0 22.0849 9.46181 12.623 12.0433 8.64365 11.7657 11.5693 9.11052 8.66225 7.69832 7.35469 5.70833 5.39414 5.15203 4.75495 1.64635 0.872907 0.963923 8.3437 8.13984 7.79901 7.34522 6.75588 1.42034 4.46022 2.45875 2.31826 1.03271 5.33555
internal_count=3121 3035 946 2089 1785 830 1745 1741 1138 936 712 676 574 536 517 454 102 49 224 781 751 742 719 645 112 357 603 589 77 533
is_linear=0
shrinkage=0.00300634


Tree=287
num_leaves=31
num_cat=0
split_feature=1 0 52 3 47 4 43 15 1 50 48 3 1 4 2 3 43 16 128 160 1 159 0 15 457 45 1 48 15 403
split_gain=2.37975 1.23651 1.0741 1.02867 1.01608 0.929661 0.961727 0.877196 0.907442 0.900411 0.975957 0.79056 0.69109 0.73637 0.670976 0.998935 0.642709 0.613555 0.601304 0.597498 0.621534 0.564044 0.555959 0.534303 0.485021 0.480536 0.474704 0.464167 0.576868 0.57109
threshold=0.094385000000000011 -0.060129999999999996 -0.43320999999999993 0.090900000000000009 0.096300000000000011 -0.49405499999999997 -0.52440999999999993 0.035560000000000008 0.11146500000000002 0.11843500000000001 0.12879500000000002 0.16158000000000003 1.0000000180025095e-35 0.053925000000000008 0.10731 -0.116045 -0.041739999999999992 -0.078844999999999985 0.086435000000000012 -0.080409999999999995 0.11323000000000001 0.088800000000000004 -0.10324499999999999 -0.10653 0.51789000000000007 0.091170000000000015 0.07863500000000001 0.087380000000000013 0.083195000000000005 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 3 -2 12 7 6 -3 9 -9 10 18 16 -1 17 21 -16 23 27 19 20 -4 -7 -10 -6 25 -21 -19 28 -14 -30
right_child=2 5 4 -5 11 14 -8 8 22 -11 -12 -13 13 -15 15 -17 -18 26 -20 24 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0015150978586465148 -0.0019284153132095052 0.0011792580942877038 -0.00041733124467270311 0.00023912470322588885 0.001143757432115996 0.0014721023445717237 -0.001689763953311636 -0.0015706057193180807 0.0018279894839080305 -0.0012630183644176786 -0.00092986739977494234 0.0015505042476520569 0.0013416726402351016 0.0011616201740351679 0.0010893312112921461 -0.0019578048728236402 -0.0011563654667744155 0.00054517176105050203 -0.00082642871966203703 0.0017788946224693673 0.0017551589145048578 -0.0001736409254140292 -0.00039495993129275733 -0.00058532154542467036 -0.00051754951832686219 -0.00051694740750261663 -0.0017517157107766767 -0.0022131736589399939 -0.001925891231399223 0.0006346396987551541
leaf_weight=7.4593824776820892 0.78848411352373915 0.56093639135360751 1.3055523724760854 2.3494350467808536 1.1101244580931964 2.3548102825880046 1.7272543122526256 1.2137699821032577 0.73689976427704096 0.68114671763032753 0.87574419379234392 0.74100020434707392 0.86552160978317338 0.71514352876692999 0.72222620993852593 0.84732342232018709 2.9352672223467371 0.37193758971989188 0.51843894273042757 6.4058243914041642 0.7522220998071133 1.1106883315369485 0.91278976853936888 1.5547158936969934 0.39203979447484005 0.34836468473076809 2.6453818909358233 0.352795383427292 0.64658156922087051 0.61681323801167309
leaf_count=1425 119 8 35 48 25 36 74 82 14 24 10 25 29 23 8 99 83 18 15 364 54 23 30 50 5 8 238 10 108 31
internal_value=0 -0.000628339 0.000251908 -0.000924527 0.000335835 1.97108e-05 -0.00098644 0.000619737 -0.000321228 0.000858618 0.000994976 -0.000297363 -0.00112447 -0.000655566 0.000476959 -0.000555669 -0.000541871 -0.00089189 0.00116836 0.00128072 0.000376825 0.000944644 0.000598009 0.000134982 0.00154099 0.00166048 -0.00146858 -0.000190732 0.000144419 -0.000675792
internal_weight=0 23.3462 21.2724 16.023 20.4839 7.32324 2.28819 14.1428 2.86346 11.2793 10.5982 6.34111 13.6736 6.21417 5.03505 1.56955 5.60011 5.49903 9.72244 9.204 2.05777 3.4655 1.64969 2.66484 7.14623 6.75419 3.01732 2.48171 2.12892 1.26339
internal_count=3121 2178 943 1930 824 248 82 641 126 515 491 183 1882 457 166 107 158 434 481 466 89 59 44 75 377 372 256 178 168 139
is_linear=0
shrinkage=0.00190369


Tree=288
num_leaves=31
num_cat=0
split_feature=1 3 3 376 12 40 151 16 47 50 4 9 159 11 52 150 0 133 0 1 42 156 0 160 15 43 13 51 13 42
split_gain=1.70791 0.886578 1.07169 0.914949 0.730616 0.730278 0.65417 0.644027 0.778817 0.781723 0.836827 0.582852 0.561815 0.54292 0.505604 0.502288 0.467184 0.433046 0.449508 0.732591 0.399918 0.428976 0.369597 0.670281 0.552797 0.718241 0.496485 0.452103 0.422669 0.611378
threshold=0.099195000000000019 0.090900000000000009 -0.12018999999999998 0.049360000000000008 -0.064509999999999984 0.57330500000000006 -0.50825999999999982 -0.54165499999999989 0.096475000000000019 0.11610000000000001 -0.033174999999999989 -0.036024999999999995 0.083335000000000006 0.081790000000000015 0.10160000000000001 0.12187000000000002 -0.11756999999999999 0.0068000000000000014 -0.077999999999999986 0.083135000000000014 -0.098769999999999983 0.11715000000000002 -0.13455999999999999 0.086325000000000013 0.040760000000000005 -0.084004999999999982 -0.0034749999999999994 0.045645000000000005 -0.095304999999999987 0.08623500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 11 5 -2 -6 -8 9 10 12 -4 -9 17 -3 20 -10 18 19 -1 -12 -22 23 27 -24 26 -26 -13 29 -27
right_child=4 14 3 -5 6 -7 7 8 16 -11 15 22 -14 -15 -16 -17 -18 -19 -20 -21 21 -23 24 -25 25 28 -28 -29 -30 -31
leaf_value=-0.0019800334554866223 0.0015983555547962904 0.00069945725122032743 0.002228100284243033 0.00073606184102306617 -0.0020279284622522265 -0.0021794580116027244 0.0020267875009753722 -0.0011111208792821178 -0.0017402483612457976 -0.0020137398356931055 -0.00026918966370389612 -0.00095508882529074307 0.0015617338796581077 -0.0015528586933767255 -0.00099040060080203833 -0.00012648624777848543 -0.00017771947709585971 -0.00080661850360949335 0.0013222946451628315 0.0016363646252837399 0.0017263517089916242 -0.00030308267370665501 -0.0018673224345368159 -0.0021171217488623866 0.0010341443587571515 -0.0021035668458365877 -0.001159358968111504 0.0011270209011277788 -0.0019359315454441277 0.001240874660074861
leaf_weight=0.46510253101587351 2.3379527016077186 2.9951900683809067 0.1864320077002074 1.0472211516462255 0.484734509838744 0.20586369186639775 0.71018339018337329 1.3612365983426542 0.97591174626722965 0.43872994161210943 0.53730043955146989 0.70135574368759923 0.36976873688399781 0.59205436706542958 0.83781292825005937 1.1785291540436444 2.5729912223760039 0.80031975102610875 1.8885243886616108 0.37342017842456698 3.4610298592597286 0.4333492952864616 4.3280432915780676 0.66437851637601841 0.93529691721778363 0.37473383906762947 0.64445241237990447 0.85656335717067122 2.0679386737756453 0.43873673374764621
leaf_count=37 255 81 3 39 16 3 39 123 29 27 8 37 12 48 24 21 96 45 45 11 175 12 907 23 57 24 114 17 775 18
internal_value=0 -0.00050235 -0.000697329 -0.000982746 0.000353102 0.00129263 0.000162267 0.000250452 0.000139097 0.000479618 0.000628628 -0.00114349 -0.000540159 0.000151087 0.00033009 0.000989252 -0.000607399 0.000437087 0.000802083 -0.000369539 0.00128596 0.00150053 -0.00120057 -0.000499961 -0.00137772 -0.000902718 0.000139313 0.000189681 -0.00147402 -0.000299778
internal_weight=0 20.1976 16.3646 12.2452 15.0676 2.54382 12.5238 12.039 11.3288 7.77994 7.34121 11.1979 1.73101 4.11942 3.833 5.61021 3.5489 3.52737 2.72705 0.838523 4.43168 3.89438 11.0115 2.2223 8.7892 4.46116 1.57975 1.55792 2.88141 0.813471
internal_count=3121 2305 2200 2014 816 258 558 542 503 378 351 1975 135 186 105 216 125 138 93 48 195 187 1972 77 1895 988 171 54 817 42
is_linear=0
shrinkage=0.00192292


Tree=289
num_leaves=31
num_cat=0
split_feature=1 0 2 457 2 4 43 132 13 1 11 31 160 147 133 49 0 2 3 52 52 52 52 12 3 3 124 43 40 42
split_gain=0.465747 0.565811 0.402155 0.401731 0.524283 0.390137 0.550205 0.383914 0.401814 0.430754 0.427165 0.403434 0.340182 0.315396 0.304331 0.313958 0.282372 0.272104 0.482979 0.270403 0.298784 0.346073 0.448805 0.630548 0.252656 0.664062 0.2477 0.279426 0.24262 0.381934
threshold=0.08844500000000001 -0.060129999999999996 0.14753000000000002 0.045365000000000009 0.11411 -0.49405499999999997 -0.52440999999999993 0.080640000000000017 -0.084154999999999994 0.10374500000000002 0.08776500000000001 -1.0000000180025095e-35 -0.082179999999999989 0.086575000000000013 -0.0061299999999999992 0.005085000000000001 1.0000000180025095e-35 0.10731 -0.116045 0.098380000000000009 -0.10925999999999998 -0.081934999999999994 -0.0027449999999999996 0.086915000000000006 0.090900000000000009 0.086245000000000016 -0.087759999999999991 1.0000000180025095e-35 0.051255000000000002 -0.11051499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 3 7 24 6 -3 8 10 11 12 -10 -2 -13 -1 19 28 -7 -19 20 -16 -22 -23 -24 25 -5 -14 -28 29 -11
right_child=2 5 -4 4 -6 17 -8 -9 9 16 -12 13 26 -15 15 -17 -18 18 -20 -21 21 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0025894585187278838 -0.0013615342275796491 0.0018213261999797576 0.0022293978690766281 0.0022579863594490981 -0.001514040186270278 0.0015057440507321444 -0.0023622744096123225 0.0016204635875093376 0.0032007321935331482 -0.0031800611769266856 -0.0027206626259705757 -0.0027532360883843095 -0.0012642214594912032 0.0010533831694635358 -0.0029563956700076662 -0.0029430266912329694 0.0021370599074521952 0.0015769272700761879 -0.0029773271959838824 -0.0029406634633145079 0.0015757640620405044 -0.0029607636200632494 0.0016524351204649571 -0.0021224821711329483 0.0026599357762573024 -0.0032230544760922762 0.0026608997262843972 9.1620437323553788e-05 0.0017800019875553747 -0.00037131707171112193
leaf_weight=1.1550486299383917 0.42815690301358778 0.37923932913690805 0.77663919678889293 0.61631222692085597 0.51772841345518816 1.7387510377448072 0.8914567321771758 0.89999246003571975 0.12074293720069884 0.46729224640876088 0.29583687474951137 1.5390318016870868 0.24011239700485099 0.20926307246554654 0.32692996202968094 0.55293513648211945 0.37448708212468762 0.42164073139429126 0.37003977957647249 0.3712416132329962 0.82208941265707913 0.5315065319300637 0.93173419218510323 0.62618824088713154 1.1553632469149304 0.26862110942602158 1.1963114905520305 0.51140148588456202 0.36056419811211515 3.3270522247184999
leaf_count=604 34 8 113 76 26 49 67 79 7 8 12 339 16 14 93 310 92 6 99 188 52 154 95 169 40 4 96 42 13 216
internal_value=0 -0.000655573 0.000197975 7.20451e-05 0.00110053 0.000201555 -0.00111368 -0.000191828 -0.000371652 -0.000767332 0.000575915 -0.0019424 0.000986377 -0.0022976 -0.00126826 -0.000901648 -0.000282444 0.000862019 -0.000551779 -0.000588948 -0.000319358 -2.32488e-05 -0.000652383 0.000135152 0.00176398 0.000594219 0.00150248 0.00189149 -0.000500517 -0.000717228
internal_weight=0 9.1188 13.3049 12.5283 2.55802 3.80113 1.2707 9.97025 9.07025 6.39843 2.67182 1.86904 2.37598 1.74829 5.31767 4.16263 4.5294 2.53043 0.791681 3.60969 3.23845 2.91152 2.08943 1.55792 2.0403 0.884933 1.94783 1.70771 4.15491 3.79434
internal_count=3121 1894 1227 1114 146 229 75 968 889 689 200 360 188 353 1665 1061 329 154 105 751 563 470 418 264 120 80 154 138 237 224
is_linear=0
shrinkage=0.0029092


Tree=290
num_leaves=31
num_cat=0
split_feature=1456 1213 1456 15 474 1374 11 403 133 52 475 158 1366 14 1374 0 1 15 0 42 160 48 52 3 376 15 4 52 2 123
split_gain=0.445568 0.448417 0.421359 0.447394 0.443276 0.385829 0.361954 0.370735 0.343233 0.429627 0.337447 0.322572 0.320148 0.325964 0.370294 0.366427 0.430386 0.531938 0.403394 0.400648 0.40175 0.334482 0.293212 0.274455 0.274016 0.329959 0.286249 0.323836 0.294023 0.269251
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -0.24436499999999997 -1.0000000180025095e-35 0.093235000000000012 0.087830000000000005 -0.083259999999999987 -0.25159999999999993 -0.52017999999999986 -0.086004999999999984 0.094850000000000004 -1.0000000180025095e-35 0.076175000000000007 -0.094929999999999987 -0.10607499999999999 1.0000000180025095e-35 -0.11713499999999999 -0.077999999999999986 0.083995000000000014 -0.067824999999999983 0.095425000000000024 0.13796000000000003 -0.52915999999999996 0.11430500000000002 0.091650000000000023 -0.49405499999999997 0.11008000000000001 0.10527500000000002 0.08128500000000001
decision_type=2 2 2 2 2 2 2 2 2 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 -3 6 7 -5 23 -10 -2 12 -11 14 21 16 -16 -18 19 -17 -21 -14 -6 -9 25 26 27 -20 -28 -4
right_child=1 2 29 5 22 -7 -8 8 9 11 -12 -13 13 -15 15 18 17 -19 24 20 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.0023090455470661368 0.0032149812467563523 -0.0037419054540589313 -0.0031554595499655403 -0.0021262711393971582 0.0026013842823169289 -0.0028733754690580949 -0.0022205029988393828 0.0033882602288261036 -0.0031578556562538726 -0.0019614210593151384 -0.0028118844347184637 -0.0026532133984101935 -0.0030428298088202846 -0.0017217537787338531 -0.0010751949826965416 -0.0021620674098735393 -0.00037597697692059317 0.0024155089277260134 -0.0018436745032841537 -0.0031408435163958756 0.0013028767491048562 0.00084451691885480574 -0.0013678763221671379 -0.0031798882684614099 -0.00153547320510197 -0.001128328222587104 0.0024571771173882997 0.0018989276147799929 0.00052221711886692081 0.0031683138196010817
leaf_weight=0.89556034337147394 0.10155295580625534 0.13802517950534809 0.57454740421962824 0.6725713183987122 1.406687540642461 0.45197712047956784 0.65750727709382673 0.072135902941226959 0.33686712142663822 0.50527660181980039 0.84117430087645217 0.32784651487600136 0.48025421024067938 0.57989995705429542 0.55777105013840866 1.0215676937368798 0.83561088936403383 3.2768829878186807 0.50753751338925157 0.24508991651237266 1.0426095132715971 0.39220038754865527 0.20841790107078839 0.44388729170897079 0.42764025880023826 0.58535333460895334 2.2186949454479903 0.40579772146884352 1.169819056172855 0.074146121274679899
leaf_count=288 4 1 256 327 219 35 88 1 125 42 457 49 42 33 36 191 37 157 35 130 101 8 15 148 13 61 128 8 79 7
internal_value=0 -5.86809e-05 4.2431e-05 0.000127077 0.00163009 -2.59876e-05 5.07867e-05 0.000143513 0.000242432 0.00032906 -0.00216266 0.000409625 0.000480081 0.000569821 0.000670748 0.000810268 0.00149916 0.00184831 0.000388278 -0.000701563 0.000457096 -0.00129532 0.00208918 -0.00226171 0.000861808 0.00107157 0.00137092 -0.000180825 0.00178917 -0.00243265
internal_weight=0 20.5593 19.6166 18.9679 1.75313 17.2148 16.7628 16.1053 15.4327 14.9167 0.942727 14.5799 14.252 13.7467 13.1668 12.2944 4.67026 4.11249 7.62411 2.30927 1.2877 0.872455 1.61511 0.516023 5.31484 4.8872 4.30185 0.913335 3.38851 0.648694
internal_count=3121 2833 2372 2109 235 1874 1839 1751 1424 1275 461 1150 1101 1059 1026 976 230 194 746 422 231 50 234 149 324 311 250 43 207 263
is_linear=0
shrinkage=0.00312309


Tree=291
num_leaves=31
num_cat=0
split_feature=1 12 3 3 376 38 9 2 52 133 52 48 51 150 484 11 133 4 47 0 1 42 52 0 43 43 0 42 1212 13
split_gain=2.43392 1.03526 1.03493 1.36765 1.02621 0.802846 0.786622 0.764622 0.697787 0.673717 0.685714 0.744293 0.839748 0.612003 0.789857 0.5992 0.695289 0.473462 0.757531 0.469245 0.69694 0.45535 0.579239 0.374801 0.397773 1.02735 0.481984 0.578767 0.472793 0.444185
threshold=0.099195000000000019 -0.064509999999999984 0.090900000000000009 -0.12018999999999998 0.049360000000000008 0.13659500000000005 -0.036024999999999995 0.14960000000000004 0.10160000000000001 -0.25159999999999993 -0.43320999999999993 0.12649500000000002 0.13095500000000002 0.081835000000000019 -1.0000000180025095e-35 0.081790000000000015 0.0068000000000000014 -0.029144999999999997 0.096475000000000019 -0.077999999999999986 0.083135000000000014 -0.098769999999999983 -0.07167999999999998 -0.24955499999999997 -0.084004999999999982 -0.084154999999999994 -0.10096999999999999 1.0000000180025095e-35 -0.50120999999999993 -0.10278499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 15 6 -2 -5 9 -4 -3 -11 13 -13 14 -12 16 19 -16 21 20 -1 -19 -23 -8 25 -25 27 -26 -28 -29
right_child=1 7 8 4 -6 -7 23 -9 -10 10 11 12 -14 -15 17 -17 -18 18 -20 -21 -22 22 -24 24 26 -27 28 29 -30 -31
leaf_value=-0.0014524343359825899 0.0012195057859436371 -0.0015445810199906055 0.00050287981366395069 0.001711367199746919 0.00053220629877501159 -0.0014717097856477269 0.0016301442250569907 0.0012658845232843552 -0.00086942699669487742 -0.0014325488341971463 -0.001456000450255562 -0.0015542658048440592 0.00032145769177456356 0.00094375651348989537 -0.00063869081378645969 -0.0011839526591997233 -0.0007960261197839096 -0.00049604301512028842 -0.00018944075214363123 0.00098219436299546033 0.0011721511929992806 -0.00010881473843126525 0.0013618958242121021 -0.00077134138421785744 -0.0010729557223943854 0.0021392435417756438 0.00037890770833495069 -0.00085797988425290346 -0.0014449783783354847 0.0010503908200448736
leaf_weight=0.45257088751532215 2.8699154660571398 0.53470008843578298 3.3422190689016125 0.22966235410422164 1.1032275371253497 0.24139951355755318 0.11351775377988893 1.0585439985152323 0.9575365101918577 0.57441936573013563 0.59336926089599185 1.0002838214859355 0.92078121844679106 2.3322696429677308 1.0365224196575544 0.61948915966786433 0.87403236958198238 0.45492476969957119 2.5495418307837099 2.1915980316698596 0.3688960955478251 0.69822082016616871 2.3432880030013741 3.6517846757778902 2.2722088445443656 0.2610167530365296 0.30050226324237606 0.43286028713919222 5.7174978752154821 0.56451430288143445
leaf_count=37 254 22 81 3 39 4 1 56 24 106 42 23 23 95 33 48 45 4 48 45 11 15 91 483 95 6 24 28 1312 23
internal_value=0 0.00027074 -0.000431102 -0.000572166 -0.000782244 0.0010107 -0.000889316 0.000107423 0.000197273 1.33708e-05 7.99945e-05 0.000152827 -0.000655217 0.000307931 0.000114739 0.000110605 0.000316919 0.000246336 0.000398064 0.000639763 -0.000273812 0.000826464 0.00102427 -0.000934177 -0.000956229 -0.000577181 -0.00111592 -0.000677886 -0.0013539 0.000222158
internal_weight=0 17.2082 23.4531 19.1534 14.6468 3.11131 13.5436 14.0969 4.29976 13.0383 12.5036 11.9292 1.92107 10.0081 7.67587 4.50659 3.8871 7.0825 6.04598 3.01307 0.821467 3.49643 3.04151 13.3139 13.2004 3.9128 9.28758 3.26958 6.018 0.997375
internal_count=3121 816 2305 2200 2014 258 1975 558 105 502 480 374 46 328 233 186 138 191 158 93 48 110 106 1972 1971 489 1482 146 1336 51
is_linear=0
shrinkage=0.0014173


Tree=292
num_leaves=31
num_cat=0
split_feature=4 1348 14 12 151 13 1 43 16 12 132 38 124 13 52 133 3 403 0 16 150 12 47 50 52 12 1 49 52 47
split_gain=0.431522 0.447268 0.513308 0.468051 0.432794 0.379906 0.399794 0.36086 0.447348 0.387644 0.358462 0.398811 0.506122 0.484415 0.415426 0.317445 0.406893 0.296421 0.283722 0.34438 0.2744 0.297827 0.229646 0.226941 0.247184 0.239357 0.322927 0.235479 0.22415 0.190534
threshold=0.27287000000000006 0.090205000000000021 0.076175000000000007 0.084100000000000022 -0.27559499999999998 -0.47860499999999995 0.13021500000000003 -0.088004999999999986 -0.088159999999999988 0.11650500000000001 0.081465000000000024 1.0000000180025095e-35 -0.043384999999999993 -0.14179999999999995 -0.085984999999999992 0.084655000000000022 -0.083784999999999984 -0.088999999999999982 -0.12333499999999999 -0.014034999999999997 0.081835000000000019 -1.0000000180025095e-35 0.13495000000000004 0.10030500000000002 1.0000000180025095e-35 0.086915000000000006 0.10781 -0.24768999999999997 -0.15275999999999998 0.10954500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 10 -2 -5 7 9 23 17 11 12 -1 -14 -15 16 -16 -7 19 -18 21 -6 -20 24 25 -9 27 -27 -19 -23
right_child=4 -3 -4 5 20 6 -8 8 -10 -11 -12 -13 13 14 15 -17 18 28 22 -21 -22 29 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0022434637678238941 -0.0031791702326780854 0.003542952923140324 -0.0033761400668802983 0.0014473972178052185 0.0032964266967024304 -0.0035228385900234662 0.0017474009894520731 0.0018401719450624624 -0.0032324260262525518 -0.0037761745162613585 0.0025540116320630002 -0.0032357736868302636 0.0027380088393724991 -0.0024258720761461561 0.0026659993841675286 -0.0030379471474223482 -0.00026275981880257148 -0.0035308201368110291 -0.0024413572594384589 0.0027172558289486155 0.0035491550477161449 0.00080264143314562526 0.00093909423599065445 0.0021958587335351399 -0.0035348638209477122 0.001941570053435759 0.0022488968420771717 -0.0035906315392845467 0.0011050091828164318 -0.0019476007570309697
leaf_weight=1.2126241860096323 0.27436696458607945 0.34611271799076249 0.70074626518180494 0.70960078691133244 0.48849485861137609 0.22453444736311245 0.50625537522137154 0.36019498039969133 2.0576646069821165 0.34308456385042507 0.71929236000869501 0.44001204275991845 0.61989127949345668 1.106471340841378 0.68383766082115194 0.40325075254077081 2.1308238273486468 0.13757015235023562 0.96389540773818427 0.60376251558773253 0.57683990476652969 1.5098748701857387 0.32634038431569934 0.24937027704436321 0.46298881006077852 0.11158229969441891 0.21043597813695669 0.57101804052945226 1.5771916197554761 0.38314914982765924
leaf_count=128 15 21 96 15 138 95 26 18 1142 27 49 35 53 129 57 85 70 37 76 19 79 108 8 56 220 2 6 96 203 12
internal_value=0 -0.000377776 -0.00045562 -0.000333305 0.00100565 -0.000977949 -0.0012306 -0.00146969 -0.00209727 -0.000363423 0.000193142 -6.85452e-06 0.000169618 -0.000198135 -0.00049083 -7.19907e-05 0.000182015 0.000240333 -0.000240027 0.00039519 0.00139376 0.000871693 -0.00158634 -0.000908949 -0.00136008 -0.000556642 -0.00152337 -0.0026863 0.000733091 0.000245991
internal_weight=0 17.7786 17.4324 16.7317 3.23273 7.52149 6.81189 6.30564 4.02325 2.28238 9.2102 8.49091 8.0509 6.83827 6.21838 5.11191 4.70866 1.9393 4.02482 2.73459 2.95836 2.38152 1.29024 1.96559 1.71622 1.25323 0.893036 0.6826 1.71476 1.89302
internal_count=3121 2769 2748 2652 352 1943 1928 1902 1540 362 709 660 625 497 444 315 230 335 173 89 337 258 84 398 342 122 104 98 240 120
is_linear=0
shrinkage=0.00348306


Tree=293
num_leaves=31
num_cat=0
split_feature=12 4 13 14 133 38 13 132 15 41 3 150 1 47 42 1 42 43 16 160 1 4 42 3 49 15 11 3 43 42
split_gain=1.28599 0.811794 0.79559 0.821044 1.01969 0.795017 0.738349 0.622472 0.616827 0.576113 0.503025 0.78071 0.512769 0.567972 0.45668 0.688079 0.648361 0.600827 0.462563 0.582691 0.55287 0.826988 0.595105 0.494147 0.72267 0.442438 0.419039 0.360981 0.307366 0.62062
threshold=0.051320000000000005 0.36766000000000004 -0.00051499999999999994 0.10189000000000002 -1.0000000180025095e-35 0.12566000000000002 -0.47860499999999995 0.082230000000000011 0.024640000000000006 0.08178500000000001 0.12178000000000001 0.11740500000000002 0.10538500000000002 0.096475000000000019 -1.0000000180025095e-35 0.13021500000000003 0.091735000000000025 -0.17390999999999998 -0.083134999999999987 -1.0000000180025095e-35 0.08844500000000001 -0.083249999999999977 0.091465000000000005 -0.10831999999999999 -0.42399999999999993 0.19724500000000003 1.0000000180025095e-35 0.13524500000000003 -0.17390999999999998 -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=2 6 3 4 7 -6 -2 -1 10 -3 11 12 -4 -14 28 16 17 -16 19 -19 21 -21 -23 26 -25 -18 -20 -12 29 -8
right_child=1 9 8 -5 5 -7 14 -9 -10 -11 27 -13 13 -15 15 -17 25 18 23 20 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0015323449806892758 0.00069270714837622882 0.0014431716049172357 -0.00018070635044178295 -0.0020274124140205654 0.0015588331772809468 -0.0016839629413351869 -0.0019332483326168876 0.0014241717381637022 -0.0013019927283723274 -0.00051457791238029968 -0.0015504897688049949 0.0019952345609713694 0.001688831821893447 -0.00018043791806610042 0.0010716803438678044 0.0012148609411597028 -0.0017776829458064373 -0.0018180243298241293 0.00073426402056957023 0.001435377401651957 0.0014635308310541931 -0.0015788314286657957 0.0017729775025481695 0.0020231192452664663 -0.0018061578755924528 0.00086627702351316476 -0.0012603794633592646 1.9341018307385089e-06 -0.0018046777756418706 0.00080118277316200295
leaf_weight=0.73551136720925636 1.1964627718552954 1.0796689121052612 6.1545937368646229 0.31776610203087319 3.6960008286405377 0.25751103553920973 0.54609071731101722 0.32783168973401189 1.1745060412213195 0.85978685878217209 0.95234436215832718 0.73724148748442608 1.1431667052675041 0.94585518399253476 0.73770385002717098 0.62848429661244232 2.1374837835319345 0.54401740618050132 0.72685394622385258 0.59944892441853914 0.78942948090843845 1.1453740077558876 0.19780087668914337 0.16883438173681176 2.2262856853194615 0.2225153800100087 0.62269086285959929 0.95545799750834703 1.9462819778127602 0.51220079313498013
leaf_count=59 20 57 201 4 321 5 48 31 50 22 18 26 56 17 20 21 490 103 20 9 20 144 7 2 547 4 94 33 630 42
internal_value=0 -0.000510892 0.000180379 0.000754205 0.000930392 0.00134761 -0.000651819 -0.000620842 -7.3381e-05 0.000575275 5.91433e-05 0.000235918 7.85789e-05 0.000842475 -0.000768801 -0.000596858 -0.000709389 -0.00046026 -0.000621228 -0.00013153 0.000204291 -0.00030743 -0.00108523 -0.00104965 -0.00153623 -0.00152839 -0.000186081 -0.000773011 -0.00138382 -0.000609815
internal_weight=0 16.8874 17.3978 5.33462 5.01685 3.95351 14.948 1.06334 12.0632 1.93946 10.8887 8.98086 8.24362 2.08902 13.7515 10.7469 10.1184 7.75844 7.02074 3.27607 2.73205 1.94262 1.34317 3.74466 2.39512 2.36 1.34954 1.9078 3.00457 1.05829
internal_count=3121 2300 821 420 416 326 2221 90 401 79 351 300 274 73 2201 1481 1460 966 946 283 180 160 151 663 549 494 114 51 720 90
is_linear=0
shrinkage=0.00178445


Tree=294
num_leaves=31
num_cat=0
split_feature=12 16 43 3 43 13 52 2 39 14 4 48 43 4 484 160 1 4 1 3 41 15 0 42 4 4 15 1212 4 16
split_gain=1.95265 1.22177 1.17473 0.940583 0.836601 0.771259 0.649237 0.662468 0.613826 0.57882 0.503942 0.47309 0.532912 0.618849 0.747338 0.727624 0.675446 0.536396 0.449147 0.436063 0.58194 0.494878 0.587634 0.783139 0.405559 1.3438 0.390847 0.393916 0.449047 0.390878
threshold=0.051320000000000005 -0.23935499999999996 -0.043144999999999996 0.31299000000000005 -0.40263499999999991 -0.16152999999999998 1.0000000180025095e-35 -1.0000000180025095e-35 0.14059500000000003 -0.24758499999999997 -0.46376499999999993 0.12649500000000002 -0.0092949999999999994 0.0052350000000000009 0.08660000000000001 0.088755000000000014 0.095025000000000012 -0.0016099999999999997 0.099195000000000019 -0.097604999999999983 0.078475000000000017 0.092145000000000019 0.10455500000000001 -1.0000000180025095e-35 -0.083854999999999985 -0.084369999999999987 0.15614500000000003 -0.50120999999999993 0.09173000000000002 -0.16927999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 4 10 -1 -3 -2 -8 19 -5 -4 12 -12 14 17 16 -15 -14 -6 20 21 22 23 -7 25 -21 27 -26 29 -29
right_child=1 5 3 9 18 8 7 -9 -10 -11 11 -13 13 15 -16 -17 -18 -19 -20 24 -22 -23 -24 -25 26 -27 -28 28 -30 -31
leaf_value=-0.00046552764852454546 0.00055881040838393038 0.00034296186548130004 -0.0021012483781065209 -0.0013235796214627403 0.00065823460702879469 -0.0020790017913230522 0.0022861063317199167 -0.0019554064700422879 0.0021293994805503987 0.0021040625079323037 -0.0017651957893583953 -0.0010601010349642181 -0.00035054962357740149 -0.0013230231882071194 0.001350034191303362 0.0021573493806065587 0.00063967980106438853 -0.0021138141055995498 0.0019671094370619347 -0.0020707272718915081 -0.0022070179011515296 -0.0022969666273017718 -0.0015043547953874394 0.00090733988621249364 0.00042390610291861139 0.0023227206019921618 0.00080997921507306478 0.00093119205359985574 -0.00023690033492506128 -0.002078930808813296
leaf_weight=1.2696719802916048 4.1994687365368035 1.7336125741712756 0.59340925305150527 0.25257106637582172 1.9002659139223421 0.4460558947175749 0.18806632608175278 0.90037043229676761 0.2427487871609636 1.1832268151920278 0.66890551941469212 2.081233616452665 2.6571864653378725 0.93312974181026209 0.80777957011014212 1.0192610626108942 3.5936198537237942 1.004389815032477 2.6554909956175834 0.75052585825324059 0.86607108218595374 0.48586276336573053 0.91669730562716711 2.2045975090004495 0.34827862423844358 0.48366635642014155 0.2697769496589898 0.18788298242725154 0.68574733659625042 6.0839496669359532
leaf_count=32 111 31 59 13 58 87 4 83 12 93 37 38 62 45 19 16 112 29 208 227 51 30 80 72 26 24 4 10 40 1408
internal_value=0 -0.000662407 0.000228116 -7.97315e-05 0.00100995 -0.000950128 0.000192147 -0.00122253 -0.00111057 0.00150111 -0.000249638 -0.000163565 1.10749e-05 0.000129708 -0.000439446 0.000588372 0.000235094 -0.000834222 0.00142116 -0.00116786 -0.000677642 -0.000350853 -8.57975e-05 0.000404794 -0.00144159 -0.000348983 -0.00161959 -0.00170931 -0.00181609 -0.00198876
internal_weight=0 20.9934 20.6201 14.7947 5.82543 15.7055 5.28791 1.08844 13.9719 1.4358 13.3589 12.7655 10.6843 10.0154 4.46936 5.54601 4.52675 3.66158 4.55576 13.7291 4.91928 4.05321 3.56735 2.65065 8.80983 1.23419 7.57564 7.30586 6.95758 6.27183
internal_count=3121 2300 821 523 298 2102 198 87 2071 106 417 358 320 283 110 173 157 91 266 2059 320 269 239 159 1739 251 1488 1484 1458 1418
is_linear=0
shrinkage=0.00205543


Tree=295
num_leaves=31
num_cat=0
split_feature=1 12 3 12 483 52 47 124 3 51 151 3 42 4 2 474 123 0 11 159 12 42 15 403 12 52 402 133 50 150
split_gain=2.90604 1.29547 1.22887 1.09924 0.95428 0.945579 1.04777 0.913293 0.84259 0.780746 0.606619 0.564165 0.559327 0.593942 0.555667 0.550653 0.480597 0.669538 0.472867 0.522837 0.670678 0.725775 0.436373 0.600808 0.806081 0.685773 0.618526 0.445016 0.398564 0.382588
threshold=0.099195000000000019 0.079890000000000017 0.097915000000000016 -0.064509999999999984 0.10297500000000001 -0.43320999999999993 0.10019500000000002 -0.51664499999999991 -0.097604999999999983 -0.096089999999999981 -0.27559499999999998 -0.15121499999999996 -0.098769999999999983 -0.033174999999999989 0.11704500000000001 0.084660000000000027 1.0000000180025095e-35 -0.23091999999999999 0.081790000000000015 0.092630000000000018 0.085440000000000016 -1.0000000180025095e-35 0.082685000000000022 -1.0000000180025095e-35 0.088615000000000013 0.084960000000000022 -0.47520499999999993 -1.0000000180025095e-35 0.097115000000000021 0.15297000000000002
decision_type=2 2 2 2 2 2 2 2 2 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 7 5 -5 10 -2 18 -1 -7 -11 -12 14 -14 16 17 -13 19 20 -3 -22 -10 -24 25 27 -26 -25 29 -15
right_child=3 2 -4 4 -6 6 -8 -9 22 11 12 15 13 28 -16 -17 -18 -19 -20 -21 21 -23 23 24 26 -27 -28 -29 -30 -31
leaf_value=-0.0014633984726656144 -0.0014913088995526704 -0.0010611913390788917 0.00046778919456359324 -0.0014472190408801704 -0.0014426718705805358 -0.00099269384146599693 -0.00028870306146932682 0.0012534328661242711 -0.0014527073135543085 0.00080361197857470518 -0.00051198807141521489 0.00051505292610340577 -0.00073439861631318325 0.0011598449349370015 0.00092144381476353624 0.00092191148251055352 0.00041165180717690552 -0.00074746039761712339 -0.0014696460714173629 -0.0015030881318289955 -0.0014572090032598621 0.00070478568619582389 -0.0014468277214630607 -0.00035364310991902094 0.0017198448081284859 -0.0014433967394692157 -0.0014589167035774333 0.0014608228681739848 -0.00010448689320978748 -9.5491244114096475e-05
leaf_weight=0.73410585848614474 0.27057279832661185 0.85879279579967205 1.6553084403276432 0.66618878371082324 0.74321248428896147 0.49240656383335313 4.3110351362265638 3.1774329252075431 3.970791550818829 1.7630902593955387 0.79297552444040498 1.1113006370142082 0.95725505612790118 5.6503374502062824 0.73834135383367538 0.9567549182102083 1.7248111567459998 3.8815900245681449 0.6616418296471237 0.51954066171310831 0.37203292176127511 2.2555773518979545 1.9169775363989154 0.4326079273596406 0.13852418959140766 0.35949198924936343 1.3815496223978696 0.77796603296883604 0.68423613999038924 0.5477471351623534
leaf_count=63 4 45 20 106 27 10 108 254 792 30 13 21 32 214 19 23 55 135 49 42 65 54 508 43 1 78 261 20 24 5
internal_value=0 -0.000435441 -0.00069914 0.000305306 0.000143182 0.000222601 0.000301082 0.00103805 -0.000840698 -3.87685e-05 0.000558864 7.20472e-05 0.000640393 0.000746924 -1.3368e-05 -9.60187e-05 -0.000240995 -0.000466454 -0.000346447 -0.000160933 3.90733e-05 0.000398677 -0.00109766 -0.000816092 -0.000424814 0.000295906 -0.00116924 0.000812409 0.000934237 0.00104891
internal_weight=0 25.4725 15.3008 19.0317 15.5837 14.8405 14.1743 3.44801 13.6455 10.1717 9.8633 9.43755 9.37089 8.57792 1.6956 7.67446 6.7177 4.99289 4.66759 4.00594 3.4864 2.62761 8.97791 5.00712 3.09014 1.57007 1.52007 1.21057 6.88232 6.19808
internal_count=3121 2305 1978 816 558 531 425 258 1958 327 317 264 307 294 51 234 211 156 255 206 164 119 1703 911 403 141 262 63 243 219
is_linear=0
shrinkage=0.00143414


Tree=296
num_leaves=31
num_cat=0
split_feature=31 2 123 8 39 1446 0 0 0 16 43 42 13 3 403 453 42 16 15 12 15 13 13 43 16 48 148 12 4 2
split_gain=0.451905 0.458522 0.427391 0.331509 0.334102 0.327135 0.317289 0.50287 0.360873 0.37762 0.481503 0.390191 0.33669 0.309283 0.348034 0.303472 0.30303 0.329179 0.302241 0.317784 0.34849 0.295442 0.380147 0.320168 0.372716 0.371056 0.351109 0.421577 0.274219 0.264187
threshold=-1.0000000180025095e-35 0.099185000000000009 0.08592000000000001 0.088180000000000022 0.16946000000000003 0.081030000000000019 -0.10607499999999999 -0.084269999999999984 -0.083914999999999976 -0.29154999999999992 -0.074359999999999996 -0.095859999999999987 -0.47860499999999995 -0.074479999999999977 0.03138500000000001 0.10071000000000001 0.088380000000000014 -0.15241499999999997 -0.11713499999999999 0.098330000000000015 0.079055000000000014 -0.53104499999999988 -0.47860499999999995 0.13895500000000002 0.15891500000000003 0.12649500000000002 -0.080634999999999984 0.099400000000000002 0.36766000000000004 0.113445
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 5 4 6 15 18 16 -9 -10 11 -11 -12 14 -13 21 -8 -18 -2 20 -20 -3 -23 24 25 26 -24 29 -29 -28
right_child=1 2 -4 -5 -6 -7 7 8 9 10 12 13 -14 -15 -16 -17 17 -19 19 -21 -22 22 23 -25 -26 -27 27 28 -30 -31
leaf_value=0.0034464586095604354 -0.0020806354988103415 -0.0027434475536715396 0.0026594184251531329 0.0028724885053722097 0.0036311356080268873 -0.0033638217091420874 -0.0033703591860882493 0.0028130981849477086 0.0029912933709415404 -0.0025974907253562096 0.0018486677767535098 -0.0011052160506293646 -0.0028430998349604471 0.0026785123685333216 0.0026769560962761714 -0.0031755669671205172 0.0016285888700901102 -0.0033131635558564061 0.00040137818405387596 0.0030791384733264153 -0.0025772554998256376 0.0035699326949120676 -0.0018284253973291796 -0.0021926247447957366 -0.0010458410305608686 -0.00078913545522949424 0.0012532697643536208 -0.0030870718826492018 0.0016181295568375418 0.0031796538810602072
leaf_weight=0.37174546800088393 0.70451041148044158 0.31926619773730536 0.7890571116004147 0.28484642971307117 0.18818522198125798 0.28378712499397796 1.5090812116686723 0.30507372657302756 0.25835711357649405 0.57664995046798173 0.18460372649133239 1.1979980332544076 1.6999936416104873 0.51815564354183075 0.34007117321016278 0.2731768307276069 0.32730434142285958 0.2660280622949357 2.7754260665969941 0.39385035459417839 0.50551883806474496 0.41406777140218665 0.33858523622620795 0.51313675270648662 1.3203518407535737 1.085435062588658 1.6604675591224802 0.30271573300706212 0.24317917763255537 1.4535389313241465
leaf_count=86 62 9 116 42 4 53 631 36 19 62 6 259 571 50 24 14 13 149 107 15 69 22 18 70 214 33 140 85 23 119
internal_value=0 -0.000223501 0.000339985 -0.000644711 -0.00072997 0.000117003 -0.000800949 -0.00122772 -0.000666142 -0.000888392 -0.00111027 -0.000198888 -0.00238352 0.000473779 -0.000268968 0.000241666 -0.00258488 -0.000587108 -0.000100921 0.000278618 -5.75614e-05 0.000363681 0.000498988 0.000315165 0.0005161 0.000921753 0.00138619 0.00168358 -0.000991051 0.00215246
internal_weight=0 21.0324 8.99677 12.0357 11.7508 8.20771 11.5626 7.18332 5.0809 4.77583 4.51747 2.63287 1.8846 2.05622 1.53807 7.92392 2.10241 0.593332 4.37931 3.6748 3.28094 7.65074 7.33148 6.91741 6.40427 5.08392 3.99849 3.6599 0.545895 3.11401
internal_count=3121 3035 916 2119 2077 800 2073 1820 1027 991 972 395 577 333 283 747 793 162 253 191 176 733 724 702 632 418 385 367 108 259
is_linear=0
shrinkage=0.00329956


Tree=297
num_leaves=31
num_cat=0
split_feature=12 4 13 13 133 448 132 132 39 15 11 1 47 1 3 52 38 457 13 4 4 16 16 49 2 1 0 48 52 1
split_gain=2.0391 1.21147 1.06259 0.882671 0.879494 0.975295 0.803885 0.68661 0.65609 0.577794 0.5654 0.54706 1.11886 0.596365 0.951058 0.543234 0.523354 0.515015 0.628959 0.491198 1.07836 0.762892 0.513026 0.448016 0.45779 0.65722 0.437284 0.419074 0.382121 0.329092
threshold=0.051320000000000005 0.36766000000000004 -0.0044799999999999987 -0.47860499999999995 -1.0000000180025095e-35 -0.081729999999999983 0.087955000000000019 0.082230000000000011 0.14059500000000003 0.024640000000000006 0.087830000000000005 0.14000500000000002 0.10621500000000002 0.094465000000000007 0.12178000000000001 -0.085984999999999992 0.11495000000000001 0.080930000000000016 -0.07692499999999998 -0.083854999999999985 -0.084369999999999987 -0.16927999999999996 -0.29154999999999992 0.082865000000000008 0.10060500000000001 0.081315000000000012 -0.11991499999999998 0.085485000000000019 0.091275000000000009 0.104035
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 7 -6 9 -1 17 11 -3 12 13 15 29 -4 -7 19 -19 20 23 22 -21 24 -5 -26 27 -17 -28 -15
right_child=1 10 6 8 5 16 -8 -9 -10 -11 -12 -13 -14 14 -16 26 -18 18 -20 21 -22 -23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=-0.0015600828320051867 0.00074807549584160688 0.001865301312998557 -0.001912380870505148 -0.0014431087338157092 -0.0018913361819048796 0.0016517114809669162 0.0018589766440641146 0.0017797406604394027 0.0019118124065988749 -0.0013053245829209776 -7.7528488432436661e-05 0.001482798984571842 -0.0018650267766537902 0.00037032638504853448 -0.00080441188273964147 0.0011334530106103136 -0.00094059852368913834 -0.0014174609708154419 0.00096081239215807621 -0.0012461545624726485 0.0021907944438029998 -0.0015848039526582883 0.00032465673037824648 0.0011346795822935183 0.0014988497721395942 -0.0018816286465577071 -0.0014518936509201139 -0.00042264092733326249 0.00028358359830682353 0.0016074139539871736
leaf_weight=0.73911523562855996 1.2764842333272142 0.90296692773699705 0.64533204864710292 2.4269049776485199 0.31232608854770649 4.2624973382335183 0.74811789719387967 0.29496653587557375 0.28866827953606922 1.2580374849494553 1.188076004385948 0.80964340595528561 1.0955847119912512 1.1764679159969094 1.1785257668234406 1.3132040631025996 0.28454663883894671 0.60549834743142117 1.0265872413292516 1.3951769089326265 0.45878183550667095 6.8104638364165977 1.4545726368669427 0.36092728609219182 0.49535928759723891 0.3270189247559756 1.1090026441961498 1.0804969733580945 0.71450518630444992 1.9695116942748425
leaf_count=51 20 43 50 357 4 312 26 25 14 49 36 16 40 35 17 32 8 52 43 102 24 1484 32 19 7 67 40 20 17 79
internal_value=0 -0.000567534 0.000289776 -0.000731711 0.000942392 0.00127219 -3.85941e-06 -0.000607415 -0.000852409 -0.0001167 0.000761436 1.81082e-05 -9.722e-05 0.000113597 0.000613591 -0.000331074 0.00148949 -0.000904354 7.84809e-05 -0.00102119 -0.000481818 -0.00124838 -0.000444379 -0.000821451 -0.00103874 0.000154602 -8.90966e-05 0.000431045 -0.000771881 0.00114479
internal_weight=0 19.0175 18.9919 16.9264 5.89345 4.85937 13.0984 1.03408 15.65 12.3503 2.09104 11.0923 10.2826 9.18705 4.32451 4.86254 4.54704 15.3613 1.63209 13.7292 4.06899 9.66021 2.84975 3.61021 3.24928 0.822378 4.21721 2.3937 1.82351 3.14598
internal_count=3121 2300 821 2221 400 324 421 76 2201 395 79 346 330 290 131 159 320 2187 95 2092 474 1618 134 450 431 74 109 52 57 114
is_linear=0
shrinkage=0.00185069


Tree=298
num_leaves=31
num_cat=0
split_feature=1 0 50 51 128 42 3 13 151 39 47 48 148 2 51 1 0 474 52 3 0 159 12 15 0 160 9 4 3 1
split_gain=0.417895 0.427217 0.417273 0.44399 0.358519 0.355114 0.427198 0.387208 0.487562 0.334115 0.393242 0.342007 0.340988 0.421393 0.489299 0.415342 0.367599 0.343331 0.333436 0.440015 0.392182 0.334632 0.310705 0.409426 0.305197 0.393756 0.331446 0.32713 0.356938 0.289496
threshold=0.104035 -1.0000000180025095e-35 0.10124500000000002 -0.10748999999999999 0.086435000000000012 0.091735000000000025 -0.15447499999999995 0.41383500000000001 -0.081674999999999984 0.16946000000000003 0.13148500000000005 0.12879500000000002 -0.079549999999999996 1.0000000180025095e-35 0.13705500000000001 0.13075500000000004 -0.10324499999999999 -1.0000000180025095e-35 0.11434500000000002 0.090900000000000009 -0.077809999999999976 0.092630000000000018 0.088615000000000013 0.090455000000000021 -0.12333499999999999 0.086325000000000013 -0.036024999999999995 -0.083854999999999985 -0.084074999999999997 0.10089500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 3 -1 5 6 -5 8 -7 10 11 12 -2 15 17 16 -14 -15 19 20 22 -22 23 24 25 -8 -26 28 -28 -20
right_child=1 -3 -4 4 -6 7 18 -9 -10 -11 -12 -13 13 14 -16 -17 -18 -19 29 -21 21 -23 -24 -25 26 -27 27 -29 -30 -31
leaf_value=-0.002950910012536544 -0.0024861564311450274 0.0025644917495743175 -0.0029358993356780813 0.001912357993364086 -0.0029536349840372273 0.0018817898536944613 0.00096199450243262088 0.0034009886524528667 -0.0028868453211869428 0.0030793395638158156 -0.0015493486694132294 -0.0015667917765299383 0.00060183751582282882 -0.001677792749403657 -0.0022318116193556052 0.0021498452144364444 -0.0022819633964757608 0.0020713226534050692 -0.0028239561847470686 0.0011419330706827976 0.0012602641869546053 -0.0024146386136759085 -0.0028509545484923758 0.0020887625287643661 0.0032693270187160758 -0.0021515095598683234 -0.0029185885896716216 -0.0029396946475859676 0.003590498777022103 0.0017483737674838489
leaf_weight=0.53436459528165769 0.29091025586239982 0.69322893238859062 0.55591904575703743 0.95028845308115251 0.39749442355241704 0.2220889443415216 1.0784533381229207 0.12268749624490727 1.0101791644410685 0.32193906372413028 1.1114954155636949 0.71058642957359541 0.66539847839158017 0.22502490878105241 0.28394719422794867 0.4540080606820992 0.86102098610717792 2.6498924402985722 0.62975237873615775 2.204458808992058 1.538413904258056 0.24373974540503685 0.58235381069243874 0.43637493977439579 0.099705408676518004 0.5070863488363101 0.13442360807675868 1.1207401749561698 0.15291440486907326 0.14457777142524719
leaf_count=195 12 135 292 67 141 26 52 1 325 23 48 25 18 6 10 34 115 265 142 70 139 20 279 37 2 31 154 452 1 4
internal_value=0 0.000374924 -0.000467319 -0.000353998 -0.000234118 -0.000137413 5.5482e-05 -0.00153588 -0.0020274 0.000174524 4.55756e-05 0.00033426 0.000583028 0.00075676 0.00141745 -0.000297062 -0.00102485 0.00177787 -0.000143387 3.12818e-05 -0.000384107 0.000757659 -0.000878945 -0.000553589 -0.000926346 -3.37645e-05 -0.00186496 -0.00222851 0.000545392 -0.00197024
internal_weight=0 8.26745 12.666 12.1101 11.5757 11.1782 9.82328 1.35496 1.23227 7.57422 7.25228 6.14079 5.4302 5.13929 3.15886 1.98043 1.52642 2.87492 8.87299 8.09866 5.89421 1.78215 4.11205 3.5297 3.09332 1.58554 1.50778 1.40808 0.287338 0.77433
internal_count=3121 691 2430 2138 1943 1802 1450 352 351 556 533 485 460 448 281 167 133 271 1383 1237 1167 159 1008 729 692 83 609 607 155 146
is_linear=0
shrinkage=0.002914


Tree=299
num_leaves=31
num_cat=0
split_feature=1456 1456 1213 15 474 1374 156 475 375 133 1 157 13 15 151 15 0 49 403 151 52 49 151 3 457 42 43 4 160 160
split_gain=0.397125 0.382873 0.405401 0.359108 0.410118 0.349755 0.338708 0.324744 0.321014 0.329996 0.340887 0.37185 0.365423 0.391397 0.611244 0.367033 0.493687 0.347467 0.315816 0.27568 0.268156 0.259949 0.255792 0.250705 0.248055 0.250253 0.289649 0.489984 0.351031 0.387679
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 -0.24436499999999997 -1.0000000180025095e-35 0.093235000000000012 0.10499000000000001 -0.086004999999999984 0.087420000000000012 -0.25159999999999993 0.10781 -0.084489999999999996 -0.47860499999999995 0.091650000000000023 0.15288500000000002 -0.095869999999999983 -0.23091999999999999 -0.072814999999999977 -0.082384999999999986 -0.40381499999999992 0.13796000000000003 0.13441 -0.033849999999999991 -0.52915999999999996 -0.0029299999999999994 -0.095859999999999987 -0.15582499999999996 -0.49013999999999996 -0.090969999999999981 0.099315000000000014
decision_type=2 2 2 2 2 2 2 2 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 7 4 -4 6 8 -2 9 23 11 -11 -13 15 -15 17 -17 -14 -18 -12 -6 -21 -1 -5 -20 -26 -27 -28 -29 -30
right_child=1 -3 3 5 20 -7 -8 -9 -10 10 19 12 13 14 -16 16 18 -19 24 21 -22 -23 -24 -25 25 26 27 28 29 -31
leaf_value=0.001005207623940182 0.0034458699862258695 -0.0026638954428449871 -0.0039802624917843936 0.0036075756418747643 0.0027273645138510823 -0.0030195324973090565 -0.0031189200784876811 -0.0029835501750803805 -0.0030538711633215951 -0.0033934041843989324 -0.0030482760307005605 0.0024406890056160009 0.0027172647968607363 -0.0034736495746765755 0.0029299484217878077 0.0036016247117094712 -0.0033626302944804623 -0.0018687630910115272 -0.0027729750935890926 0.00096299309233347332 -0.0014551556147080077 0.0034654101526755648 -0.0034006452450901599 -0.0034112175691760073 -0.0023585572568285817 0.0023994511009886991 -0.0034232599387644946 -0.0034337618823181465 0.0013249167630298337 -0.0021542724073329357
leaf_weight=0.1915022698813118 0.10001761838793755 0.60905642062425513 0.1330493390560149 0.065991014242172241 1.2763050353387466 0.42119899846147824 0.3641953276528519 0.74874906952028197 0.3430860867956661 0.35289903034572567 0.17097226530313481 0.7005437947809775 0.21383026579860587 0.7652214544941679 0.21429933980107307 0.53619903302751826 0.26057563841459241 1.4031189608504115 0.26271462131989931 3.49895744601963 0.19900715490803111 0.53789911349304009 0.65146171307424339 0.42694689554628418 0.31142582616303194 0.95766414562240765 0.35270131193101706 0.21777529822429498 3.2911380438017206 0.40383982710773114
leaf_count=28 4 276 1 1 219 35 121 444 25 124 11 18 15 211 3 22 204 156 43 219 15 23 260 146 68 34 43 38 278 36
internal_value=0 -4.93891e-05 3.65448e-05 0.00014515 0.00165497 -5.9305e-06 7.51663e-05 -0.00222592 0.000151258 0.000224838 0.000316811 -1.30675e-05 0.000107538 -7.03055e-05 -0.00207267 0.000168565 0.000519431 -0.00126229 0.000246616 0.0011199 0.00216318 0.00129643 -0.00239974 -0.00247159 0.000408845 0.00055988 0.00073389 0.000359944 0.000700968 0.000944661
internal_weight=0 19.1394 18.5303 17.6816 1.60836 16.0732 15.652 0.848767 15.2878 14.9447 14.4518 10.2439 9.89105 9.1905 0.979521 8.21098 6.59403 1.61695 6.05783 4.20783 1.47531 4.03686 0.842964 0.492938 5.79726 5.53454 5.22312 4.26545 3.91275 3.69498
internal_count=3121 2833 2557 2109 235 1874 1839 448 1718 1693 1546 1293 1169 1151 214 937 766 171 744 253 234 242 288 147 540 497 429 395 352 314
is_linear=0
shrinkage=0.0033513


Tree=300
num_leaves=31
num_cat=0
split_feature=31 2 1456 123 1456 40 3 4 2 1365 15 42 43 3 160 4 0 403 1 48 42 1 42 12 51 52 2 2 2 4
split_gain=0.386452 0.357615 0.382817 0.375697 0.354293 0.326279 0.330181 0.289098 0.60834 0.304438 0.286647 0.278805 0.456878 0.300917 0.285097 0.311696 0.286493 0.310031 0.277756 0.435717 0.334643 0.353931 0.320431 0.356613 0.388581 0.294037 0.261928 0.260043 0.292408 0.255217
threshold=-1.0000000180025095e-35 0.089775000000000008 -1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.051255000000000002 -0.20241999999999996 -0.49405499999999997 0.11093500000000002 1.0000000180025095e-35 0.095175000000000023 -0.11051499999999999 -0.074359999999999996 0.11296500000000002 -1.0000000180025095e-35 -0.15289999999999995 -0.11756999999999999 -1.0000000180025095e-35 0.13756000000000004 0.12649500000000002 -1.0000000180025095e-35 0.10124500000000002 0.091625000000000012 -0.12529499999999996 -0.076794999999999988 0.11434500000000002 0.094835000000000017 0.090310000000000015 0.12358500000000001 0.40473500000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 -3 4 7 6 -2 8 -4 10 18 -8 14 29 15 -13 -16 -18 19 20 21 -9 23 -22 -25 -26 -5 -12 -29 -14
right_child=1 2 3 26 -6 -7 11 9 -10 -11 27 12 13 -15 16 -17 17 -19 -20 -21 22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=0.0034356821189990994 0.0022848336570824223 -0.0033695762827260947 -0.0034715286455291091 -0.0019532359157910678 -0.0033480235389230627 0.0022702209282199617 -0.0034940754570470054 -0.0033393335546178359 0.0026024322999805187 -0.0026239863352021031 0.0037689045979684976 0.0027393480345628842 -0.0021148185419120756 0.0018768889895544323 -0.0036017347346274393 -0.0023712723804425752 -0.0033275292382377994 0.0018130115120316348 0.0035339805129802736 -0.0018171815258489264 -0.0026445947775691823 0.0019012344147998782 -0.0013903820736095006 -0.00055583833744443276 0.0023342425442053468 -0.00033232015736905425 0.0024335810352844019 -0.0032129592226545923 0.0004251519305398191 0.0033472552483959483
leaf_weight=0.32488103490323084 0.33015975076705562 0.32679214887320895 0.60834179271477928 0.17002322780899604 0.32706907112151462 0.36427401413675387 0.49373417955939913 0.39462123744305699 0.25630564050516114 0.36444712080992836 0.10753973573446252 0.16091627674177289 3.1467920644208727 0.24110688496148203 0.1394178371410818 0.69072190261795219 0.1411072260234506 1.414462918328357 0.36016743158688758 0.75390033205621865 0.23152110655791602 0.21923735388554633 0.50961029549944203 0.7917334586672905 3.4287680740526514 0.52094279334414739 1.195229210599791 0.56125760159920901 0.42421143775573 0.096419636392965802
leaf_count=86 19 109 83 12 114 20 93 193 17 22 1 11 835 24 16 275 82 212 59 31 8 22 143 49 201 37 152 152 31 12
internal_value=0 -0.000202159 0.000158683 0.000261401 3.62705e-05 -0.000779563 -0.000941632 0.000152388 -0.00167104 0.000334278 0.000464118 -0.0011049 -0.000909303 -0.00168745 0.00015537 -0.00140563 0.000939684 0.00134671 0.000703342 0.000554517 0.000847807 -0.00146768 0.00110706 0.00136299 0.00155868 0.00198254 0.00188726 -0.00111402 -0.00164687 -0.00195243
internal_weight=0 18.7708 11.5517 11.2249 9.85967 7.21911 6.85484 9.53261 0.864647 8.66796 8.30351 6.52468 6.03094 3.48432 2.54663 0.851638 1.69499 1.55557 7.2105 6.85033 6.09643 0.613859 5.48258 4.97297 4.74144 3.94971 1.36525 1.09301 0.985469 3.24321
internal_count=3121 3035 1436 1327 1163 1599 1579 1049 100 949 927 1560 1467 871 596 286 310 294 743 684 653 215 438 295 287 238 164 184 183 847
is_linear=0
shrinkage=0.00330698


Tree=301
num_leaves=31
num_cat=0
split_feature=31 4 1348 14 11 453 2 52 3 151 4 16 1 51 42 39 11 133 1375 0 43 0 13 474 1212 14 1429 43 4 12
split_gain=0.346896 0.320487 0.368394 0.450318 0.411257 0.362291 0.349156 0.405523 0.328371 0.32739 0.320961 0.381829 0.463469 0.317512 0.323691 0.286479 0.244926 0.244085 0.234817 0.355839 0.293485 0.296858 0.231442 0.243236 0.22905 0.23588 0.228377 0.227994 0.350638 0.339218
threshold=-1.0000000180025095e-35 0.27287000000000006 0.090205000000000021 0.076175000000000007 0.081790000000000015 1.0000000180025095e-35 0.089775000000000008 0.17829500000000004 -0.15121499999999996 -0.083969999999999975 0.033845000000000007 0.071345000000000006 0.094090000000000021 0.092790000000000011 0.088465000000000002 0.16946000000000003 0.088710000000000011 0.084760000000000016 -1.0000000180025095e-35 -0.10607499999999999 -0.074359999999999996 -0.08824499999999999 0.17001000000000002 0.085500000000000007 -0.50120999999999993 0.062655000000000016 -1.0000000180025095e-35 -0.52440999999999993 -0.51843499999999987 0.097825000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 16 8 10 -2 -9 11 12 13 14 -8 18 26 -12 -10 -20 21 -21 23 -23 -22 -26 -3 -13 -29 -30
right_child=1 5 -4 -5 -6 -7 7 9 15 -11 17 27 -14 -15 -16 -17 -18 -19 19 20 24 22 -24 -25 25 -27 -28 28 29 -31
leaf_value=0.0037822756081752123 0.0031828878488587729 -0.0019193824793426748 0.0036151432712075589 -0.0035690010833449664 -0.0037186685978385539 -0.0026143654190456892 0.0016220869965462019 0.0034820187082620947 -0.0037656362847103748 -0.0037347669641948074 -0.0018480882845520637 0.003808485355014208 0.0033255841205832876 -0.0037676844286739565 -0.0034139643914753103 0.0039280632786333272 -0.00061830678300425518 0.0010866369341457195 0.00038512603227357548 -0.0037414095878563155 0.001831739563158636 0.0013185705703266768 -0.0027110141188539851 -0.0036872501283392992 -0.0035437112798074443 0.003899155593262166 0.0025312752055646304 -0.0038747154782529255 -0.0007894506336504608 0.0030904450481619105
leaf_weight=0.29489096661564218 0.24992099025985304 0.16986759379506189 0.29634131886996407 0.61088217503856945 0.47228812513640228 0.33453659946098913 1.5322474436834457 0.099913477897644043 0.44710291078080988 0.52227765996940423 1.1507938270224256 0.17066588904708657 1.3819916716311125 0.20296073067584064 0.1915741953998803 0.14765964448451985 0.5802105595357715 0.56315780387376424 1.6622658365522509 0.35022094508167345 0.12926741654518981 1.0765844687703072 0.33477450133068476 0.14721905233454879 1.3987942124658714 0.059216376394033321 1.6288368186214928 0.35704250016715433 1.2979361483885434 0.39128729459480394
leaf_count=86 14 2 21 95 100 17 157 4 79 166 123 3 123 51 107 4 34 111 78 149 20 249 48 70 746 1 261 23 133 46
internal_value=0 -0.000211811 -0.000417682 -0.000497632 -0.000366766 0.000944791 -0.000252588 0.00025392 -0.000915935 -0.00257587 0.000497118 0.000925454 0.0017114 0.000553627 0.00106241 -0.00109399 0.0014453 -0.000883818 -0.00122628 -0.00100618 -0.0016677 -0.00070263 -1.97996e-05 0.000716389 -0.00282827 -0.00324142 0.00211096 -0.000247578 -0.000585868 0.000109278
internal_weight=0 17.9578 15.2444 14.948 14.3372 2.71345 13.8649 7.86185 6.00303 0.622191 7.23966 5.52571 3.30877 1.92678 1.72382 5.75311 2.37891 1.71395 5.60545 5.15834 3.49608 1.9088 1.55858 1.2238 1.58728 1.45801 1.7987 2.21693 2.04627 1.68922
internal_count=3121 3035 2721 2700 2605 314 2505 1047 1458 170 877 643 438 315 264 1444 297 234 1440 1361 1283 516 367 319 767 747 263 205 202 179
is_linear=0
shrinkage=0.00365268


Tree=302
num_leaves=31
num_cat=0
split_feature=1 484 42 42 0 52 47 151 13 50 156 48 52 128 151 52 43 2 160 12 474 1375 151 150 16 48 15 376 1 128
split_gain=1.07616 0.740535 0.625195 0.770358 0.693031 0.628794 0.595527 0.567608 0.60123 0.561248 0.61946 0.620242 0.576086 0.558825 0.558309 0.539157 0.655671 0.572633 0.551186 0.516101 0.402187 0.400315 0.390568 0.385842 0.521522 0.508341 0.452776 0.383554 0.397903 0.485465
threshold=0.104035 -0.0068949999999999992 -1.0000000180025095e-35 0.091735000000000025 0.18019500000000002 -0.15275999999999998 0.087885000000000019 -0.081674999999999984 0.41383500000000001 0.11843500000000001 0.11896500000000002 -0.089099999999999999 -0.24456499999999998 0.086435000000000012 -0.40381499999999992 0.10160000000000001 -0.078844999999999985 0.088850000000000012 0.083670000000000008 0.084100000000000022 0.085860000000000006 -0.42895499999999992 -0.090064999999999992 -1.0000000180025095e-35 -0.061854999999999993 0.11454000000000002 -0.055554999999999993 0.091135000000000008 0.090405000000000013 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 20 4 5 -4 9 -5 -9 10 11 -2 -13 14 -14 17 -17 18 19 -7 27 -16 -19 -8 25 -25 -26 28 -3 -30
right_child=6 2 3 7 -6 15 23 8 -10 -11 -12 12 13 -15 21 16 -18 22 -20 -21 -22 -23 -24 24 26 -27 -28 -29 29 -31
leaf_value=-0.0017393098777341456 -0.0010149765937833889 -0.0019208252237986503 -0.0016644159985731801 0.0010719139844949641 0.0021090581633503814 0.00070232855881948006 -0.0017634533776362735 -0.0019310299425184577 0.0023353102955466767 -0.0014709207759980832 -0.0014198108152646701 -0.00052770093595873313 -0.0011735030772294654 -0.00091180191452617946 -0.00067346992343968106 0.00048835852565316243 -0.002058377127608221 -0.00078293622893399256 -0.001726534134205471 -0.00083032791524453018 0.001273343107365169 0.0017655531746275845 0.00086688041186922568 -0.00020943073490525753 -0.00184420017641101 0.0016053098866396823 0.00012939840748847623 0.0010999868124627566 0.0014904191675854741 -0.0019842992896394376
leaf_weight=1.6184362409403537 0.60224201204255212 2.1751888932194601 0.90162317850627083 0.34968036832287941 0.57307604374364096 1.939330826280637 0.58795275259762991 1.8194932787446294 0.13588899374008168 0.47221799660474051 0.47942788549698878 0.76326335221528996 0.2893649567849933 0.40929229045286764 0.27328417310491193 0.65609642490744591 0.94346016761846729 0.62722420156933356 0.84526292490772892 1.4850929810199884 0.24620271485764522 4.4879619479179365 4.4205091343028471 1.4916100194677713 0.91037314594723251 0.97849930333904911 0.87043488211929809 0.230256788432598 0.32768099044915278 0.2902608027216047
leaf_count=427 19 637 133 25 14 104 18 374 1 21 31 30 10 12 4 77 109 24 50 230 24 383 132 33 65 40 25 6 16 47
internal_value=0 -0.00047171 -0.000357522 -0.000185375 7.82157e-06 -9.4066e-05 0.000261011 -0.00122397 -0.00163454 0.000596318 0.000729953 0.000880956 0.00106443 0.001287 0.00146519 3.56278e-05 -0.00101377 0.000215782 -0.000311602 3.76511e-05 -0.00113132 0.00162556 0.000661877 -0.000277895 -7.24248e-05 0.000509453 -0.000879532 -0.00132714 -0.00152723 -0.000141732
internal_weight=0 19.5848 17.9663 14.6967 12.3917 11.8186 12.6159 2.30506 1.95538 7.77705 7.30484 6.82541 6.22317 5.4599 5.05061 10.917 1.59956 9.31742 4.26969 3.42442 3.26959 4.76125 5.04773 4.83887 4.25092 2.47011 1.78081 3.02339 2.79313 0.617942
internal_count=3121 2430 2003 1273 873 859 691 400 375 510 489 458 439 409 397 726 186 540 384 334 730 387 156 181 163 73 90 706 700 63
is_linear=0
shrinkage=0.00195653


Tree=303
num_leaves=31
num_cat=0
split_feature=1 0 2 133 1425 15 47 48 4 4 151 0 133 0 52 3 2 133 15 14 4 150 4 12 13 51 42 4 3 133
split_gain=0.323766 0.519911 0.334209 0.306684 0.309489 0.293023 0.336772 0.318618 0.350708 0.470004 0.347187 0.314251 0.289649 0.28298 0.257451 0.25552 0.32064 0.296359 0.302513 0.250238 0.26565 0.302949 0.232344 0.226859 0.242115 0.216964 0.196108 0.194035 0.159083 0.155715
threshold=0.077565000000000009 -0.059114999999999994 0.14753000000000002 -0.25159999999999993 1.0000000180025095e-35 0.035560000000000008 1.0000000180025095e-35 0.12879500000000002 0.0061450000000000003 -1.0000000180025095e-35 -0.086654999999999982 -0.20211999999999997 -0.16927999999999996 -0.13843999999999998 0.13796000000000003 -0.084074999999999997 0.084055000000000005 0.089755000000000015 0.091295000000000015 0.087740000000000012 -0.27825499999999997 0.088985000000000009 -0.49405499999999997 0.098330000000000015 -0.17933499999999997 0.11144500000000002 -0.10271999999999999 -0.39518999999999993 -0.08824499999999999 0.091935000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 3 -2 5 6 7 8 9 10 -5 -8 -7 -13 -10 -1 -17 -18 -19 20 -12 -22 -3 24 -14 26 -15 -24 -25 -20
right_child=2 22 -4 4 -6 12 11 -9 14 -11 19 13 23 25 -16 16 17 18 29 -21 21 -23 27 28 -26 -27 -28 -29 -30 -31
leaf_value=-0.0032132792517130275 -0.0031741695630421165 -0.0012524608215491429 0.0024539728901412806 0.0029008538811921515 -0.0034562861523434203 0.0029155787052472003 -0.0024478280731192173 -0.0017304094596042115 0.0023303948605216895 -0.0027052435992164616 -0.0032118613353291545 0.0022334986390325964 0.0020869700515053855 0.0011332368148404791 -0.00054098025281056874 0.0017505946444647978 -0.0029740339028408867 -0.0024037940846972452 0.0035865768226728185 -0.0033728939731359859 0.0017311174538674489 -0.0015881320129579302 0.0022996708228323445 -0.0013771048908481855 -0.0028045533014813698 0.0015475223970284118 -0.0013875212106829521 0.00011095262513258313 0.0021594504568151832 -0.00065541007339442057
leaf_weight=0.85201481948024715 0.29618455964373147 0.76779292325954918 0.61218883201945651 0.63543905917321963 0.2420885430765346 0.17329367488855485 0.61498773738276247 0.44629525206983078 2.2563945890287873 0.44394073629518871 0.17241084272972851 0.50660573894856531 0.11572554195299722 0.39626969455275762 0.37074472568929184 0.3304806234082206 0.85251753634656757 0.32350213197059929 0.21423853986198083 0.18302236002637084 1.2118628030875722 0.36481358041055512 0.61700071953237068 0.27402923046611249 0.95238243241328835 0.47179982319357794 1.5293044238933355 1.2494870927184833 0.24627030175179232 0.15004683504230343
leaf_count=652 50 35 113 63 54 11 41 8 246 50 71 30 6 9 24 25 529 171 4 10 107 40 19 27 289 47 163 122 26 79
internal_value=0 -0.000785191 0.000152941 3.46046e-05 0.00011648 0.000192581 0.000412186 0.000866934 0.00107251 0.000328667 0.000853244 -0.000374154 -0.0010046 6.49967e-05 0.00192518 -0.00176371 -0.00110353 -0.0017159 -0.000156432 0.000179819 0.000551571 0.000963105 0.00022621 -0.00143228 -0.00227457 -0.000393245 -0.000868767 0.000834472 0.000296832 0.00183933
internal_weight=0 5.35708 12.5161 11.9039 11.6077 11.3656 9.60389 6.08492 5.63863 3.01149 2.56755 3.51897 1.7617 2.90398 2.62714 2.7228 1.87079 1.54031 0.687788 1.93211 1.74909 1.57668 2.63428 1.58841 1.06811 2.39737 1.92557 1.86649 0.5203 0.364285
internal_count=3121 1636 1485 1372 1322 1268 909 619 611 341 291 290 359 249 270 1460 808 783 254 228 218 147 176 348 295 219 172 141 53 83
is_linear=0
shrinkage=0.00319335


Tree=304
num_leaves=31
num_cat=0
split_feature=31 160 1456 15 1348 14 11 3 1213 13 0 16 1 43 376 1 16 49 52 4 3 3 457 1374 2 15 130 42 1 14
split_gain=0.320863 0.301524 0.314721 0.338206 0.377793 0.406318 0.288677 0.35982 0.429849 0.292503 0.315951 0.404963 0.372409 0.352008 0.296734 0.287731 0.281451 0.281252 0.260481 0.256296 0.352653 0.243827 0.254446 0.256888 0.239483 0.239519 0.230864 0.212389 0.207448 0.202024
threshold=-1.0000000180025095e-35 -0.40698999999999991 1.0000000180025095e-35 -0.24436499999999997 0.090205000000000021 0.076175000000000007 0.087830000000000005 -0.12018999999999998 -1.0000000180025095e-35 -0.084034999999999985 -0.12333499999999999 -0.013324999999999998 0.13021500000000003 -0.090869999999999992 0.080200000000000007 0.08844500000000001 -0.40995499999999996 -0.10774499999999999 0.11434500000000002 -0.082594999999999988 -0.055119999999999995 0.11924500000000002 -0.0029299999999999994 -0.094929999999999987 0.11362000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.11051499999999999 0.086455000000000018 -0.46885499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 29 5 6 7 24 -9 15 11 21 13 26 -15 17 -17 -10 19 -19 -21 22 -11 -24 25 -5 -12 -28 -25 -3
right_child=1 2 -4 4 -6 -7 -8 8 9 10 12 -13 -14 14 -16 16 -18 18 -20 20 -22 -23 23 28 -26 -27 27 -29 -30 -31
leaf_value=0.0031879827932800764 -0.0023373356031741858 -0.00051522711857829783 -0.0025968199446180767 0.0025193547990422596 0.0028397944437482318 -0.0029596249190721072 -0.0025897359904862131 -0.0031003593256955179 -0.0032702985844194304 -0.0017885669269775124 -0.0032533157037645706 0.0020892585548990244 0.00061755248896413453 -0.002797308759432294 0.0019852644285368666 -0.00087475423580068903 0.0023362515502455224 0.0021918895123196453 -0.0032369328376906622 -0.0030957449412058868 0.0011506779347321785 -0.0023745605409908727 -0.0013155622044094325 -0.00044214442657048336 0.0032121614921241212 -0.00016810162042834209 -0.0031881946571300614 0.00078009438656574041 0.0024723097353313525 0.0022274534278000661
leaf_weight=0.27432277111802505 0.58876053112908522 0.34892553265672177 0.4629502718162265 0.44026436161948357 0.38935805764049369 0.50177597365109328 0.4405852972413421 0.48651636618887373 0.24521759711205948 0.5156440886203203 0.21614449482876819 0.82996161456685502 0.96495805704034854 1.6851950894633647 0.13286557327955972 0.3334023393690585 1.1633703996194524 0.62438490637578048 0.17814741143956769 0.29785480542341225 0.4928694906411708 0.47795869596302498 0.4197977595031267 0.3423004395444873 0.42378652351908375 1.104958212905333 0.14842719832085993 0.93203757528681386 0.71852969762403518 0.9466732366127022
leaf_count=86 240 28 246 35 37 77 75 428 21 20 26 47 31 808 23 21 110 15 17 192 26 18 11 23 20 71 40 119 37 173
internal_value=0 -0.00017125 -9.28414e-05 -1.94821e-05 -0.000154191 -0.000236768 -0.00013642 -5.43757e-05 -0.000267821 -0.000139257 -0.000481328 0.000226866 -0.00105491 -0.00157306 -0.00244779 0.000618044 0.00162101 -0.000198508 0.00027427 0.000716294 -0.00044889 -0.000397859 7.54144e-05 0.000724565 0.00116033 0.000597608 -0.000346538 0.000234957 0.0015319 0.00148881
internal_weight=0 16.8536 16.2649 15.8019 14.5063 14.117 13.6152 13.1746 11.2056 10.7191 7.38382 3.30419 4.07963 3.11467 1.81806 3.33525 1.49677 1.83847 1.59326 1.41511 0.790724 2.47423 1.99627 1.48063 1.96901 1.54522 1.29661 1.08046 1.06083 1.2956
internal_count=3121 3035 2795 2549 2348 2311 2234 2159 2033 1605 1203 156 1047 1016 831 402 131 271 250 233 218 109 91 71 126 106 185 159 60 201
is_linear=0
shrinkage=0.0030811


Tree=305
num_leaves=31
num_cat=0
split_feature=1 484 160 42 42 52 47 0 13 151 12 150 376 132 1 2 160 13 16 447 2 159 52 52 52 1444 51 2 15 15
split_gain=1.72752 0.852107 0.871799 1.01963 1.05234 0.790416 0.751445 0.677531 0.64492 0.783463 0.633084 0.59433 0.590942 0.652539 0.616804 0.557775 0.788789 0.690969 0.675361 0.548655 0.575444 0.533647 0.41692 0.41004 0.470788 0.404288 0.396628 0.380951 0.459941 0.370271
threshold=0.104035 -0.0068949999999999992 -0.091944999999999985 -1.0000000180025095e-35 0.091735000000000025 -0.12005499999999998 0.087885000000000019 0.089620000000000019 0.41383500000000001 -0.081674999999999984 -1.0000000180025095e-35 -0.22665999999999997 0.091135000000000008 0.082230000000000011 1.0000000180025095e-35 0.088850000000000012 0.083670000000000008 -0.084319999999999992 -0.082404999999999992 0.09290000000000001 0.14838000000000004 0.083335000000000006 0.10160000000000001 -0.24164999999999998 0.13796000000000003 -0.083144999999999983 -0.071649999999999978 0.11293500000000002 0.024640000000000006 -0.095869999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 5 7 10 -5 9 -6 -2 -3 13 -4 -15 16 17 -7 -19 20 21 23 29 -12 27 -13 -23 28 -25 -17
right_child=6 2 3 4 8 15 -8 -9 -10 -11 19 25 -14 14 -16 22 -18 18 -20 -21 -22 26 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00140130813444998 0.0013396893347266078 0.0017687116795996037 -0.001514340506202969 -0.0016021036675954339 0.00088487200707275415 -0.00078986883959519967 -0.00018565598499405476 0.00080403008586060602 0.0019968449315652614 -0.0015555138854475988 -0.0014132406332375098 0.0010988992711914336 0.001208162752885375 -0.001583663077553709 0.00083422390340924947 -0.00024529629661857301 -0.0013623619098318438 0.0017799153567015064 0.00010311072720799625 0.0017312778604483435 0.001623263648446885 -0.00019395289992034918 -0.00030343652869252208 0.0016322935781977058 -0.0010227848887156147 -0.0015309780452411395 0.0016199657481823523 -0.00023975989949948857 -0.000141026247228791 0.00091505720424032522
leaf_weight=1.9837410767795542 1.9142437013797451 0.1574756316840652 2.6208908172557197 1.0521870050579334 0.38401969778351563 1.2043314030161156 5.6817256705835453 0.39405723381787527 0.16944654285907734 2.0042491462081662 0.59674448519944956 0.15267484961077649 0.29597756359726179 0.41505919664632507 0.68504780321381986 0.78465330088511098 0.99640277493745077 0.86121297487989101 1.8577128872275235 0.62211495777592052 0.62371393991634239 0.47033830638974905 1.100964833749458 0.81169069698080532 0.90014495467767108 2.3073098193854116 0.79351353691890814 1.7146142399869857 0.64145885175094008 4.7638543683569878
leaf_count=427 212 2 554 125 24 198 181 30 1 307 50 11 5 87 33 24 45 15 89 26 38 9 31 36 31 306 45 51 12 116
internal_value=0 -0.000418462 -0.000330666 -0.000217312 -3.59585e-05 0.000144405 0.000260845 -0.000946506 -0.000953769 -0.00116311 0.000539975 -0.00117906 -0.000920385 -0.00108969 -7.80203e-05 0.000280779 -0.000118766 0.000197074 0.000634234 0.000326596 0.000193225 4.27768e-05 0.000576385 -0.000201652 -2.39178e-05 -0.00136776 0.000944922 0.000259918 0.000849503 0.000750963
internal_weight=0 24.1913 22.2075 19.5901 15.5731 13.0154 14.7703 1.44624 2.55772 2.38827 9.08858 2.61746 4.01698 3.721 1.10011 11.5691 4.91966 3.92326 2.71893 7.17433 6.55222 5.92851 6.64947 4.66465 4.06791 2.45998 1.26385 3.16776 1.45315 5.54851
internal_count=3121 2430 2003 1684 1005 673 691 155 332 331 510 319 679 674 120 518 347 302 104 298 272 234 171 180 130 317 54 99 48 140
is_linear=0
shrinkage=0.00156517


Tree=306
num_leaves=31
num_cat=0
split_feature=1456 123 1456 130 375 151 4 155 158 1374 375 401 480 457 128 14 1 42 13 448 133 393 49 151 43 1 1 16 2 403
split_gain=0.322987 0.287056 0.417193 0.341542 0.325939 0.293566 0.372081 0.292886 0.276127 0.275265 0.273689 0.28108 0.242542 0.229719 0.237348 0.2468 0.311125 0.517438 0.388199 0.269362 0.229001 0.222424 0.245211 0.22711 0.245075 0.257525 0.442891 0.248348 0.244537 0.231194
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 -0.40381499999999992 0.27287000000000006 0.088610000000000008 0.08962500000000001 0.093750000000000014 0.087420000000000012 0.10076500000000001 1.0000000180025095e-35 0.5717850000000001 0.11596500000000001 -0.10708499999999999 0.11588000000000001 0.091735000000000025 0.41383500000000001 -0.083859999999999976 -1.0000000180025095e-35 0.087465000000000015 -0.10774499999999999 -0.090369999999999992 0.070450000000000013 0.094465000000000007 0.090840000000000018 0.38525000000000004 0.11389000000000002 -0.092474999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -3 -2 7 8 9 10 11 12 13 14 15 -7 17 19 -19 -17 -6 22 -21 -24 25 26 27 29 -27 -25
right_child=1 4 -4 -5 20 6 -8 -9 -10 -11 -12 -13 -14 -15 -16 16 -18 18 -20 21 -22 -23 23 24 -26 28 -28 -29 -30 -31
leaf_value=-0.0022297372355221897 -0.0029097289700635324 -0.0033283036371954873 -0.0032079270041403211 -0.002726689391234252 -0.0014868848363642096 -0.0029978510259973663 0.001437733285140368 -0.0032354989433973748 -0.0029657823962693924 -0.0032778983018506274 -0.0033332851930166552 -0.0030335458582513952 -0.0032217081110744398 -0.0031503346717071386 -0.0032775181318494624 -0.0033035645502099246 0.0018953258313419645 -0.003201440628637179 0.0035777625689711982 -0.0010327875040471333 0.002168157868628486 -0.0025638425478251518 -0.0022276852512141385 -0.0031908150450916692 0.0025910640116727484 0.0028199827420331111 -0.0027838406234266845 -0.0033107407895873685 -4.3699413407769615e-05 0.0011500204653978902
leaf_weight=0.70230237400392326 0.33733362448401649 0.14417670108377922 0.44284300343133587 0.47395779503858726 0.20009332604240615 0.200496887788156 1.7973511574091379 0.29667125063133504 0.31565753920585926 0.24538405792554918 0.22592809295747507 0.26413265088922422 0.19506600665045049 0.18508480442687947 0.17187221723725166 0.176687410974388 1.4952932236483318 0.61677339061861847 0.099066518247127533 0.68376739518134044 1.2896350631490339 0.20831545090186399 0.21564279330776681 0.12975253805050746 0.92917521906201717 0.99033657647669293 0.40440077689709131 0.14460718189366151 0.43310130038298666 2.7891957886168441
leaf_count=288 56 5 269 349 27 13 222 152 64 27 14 121 92 8 33 22 72 250 1 51 230 76 43 103 50 52 50 17 15 349
internal_value=0 -2.74659e-05 -0.000170101 -7.41812e-05 0.00123554 1.85919e-05 9.33489e-05 -0.000118305 -3.51395e-05 5.04837e-05 0.000127835 0.000203513 0.000288432 0.000357779 0.000424797 0.000491662 0.000566761 0.000312748 -0.00226325 0.000572285 0.00167723 0.000671128 0.00077141 0.000975785 0.00109447 0.000810173 0.000342874 0.000755612 0.00194867 0.000957062
internal_weight=0 16.1018 14.4679 14.0251 1.63391 13.5511 13.2138 11.4164 11.1197 10.8041 10.5587 10.3328 10.0686 9.87357 9.68848 9.51661 9.31612 7.82082 0.71584 7.10498 1.48973 6.9283 6.71998 6.03621 5.82057 4.89139 3.46796 3.06356 1.42344 2.91895
internal_count=3121 2833 2571 2302 262 1953 1897 1675 1523 1459 1432 1418 1297 1205 1197 1164 1151 1079 251 828 257 806 730 679 636 586 519 469 67 452
is_linear=0
shrinkage=0.00317885


Tree=307
num_leaves=31
num_cat=0
split_feature=1 484 52 47 15 1 42 42 1374 160 14 4 4 457 15 13 50 3 3 52 151 160 16 13 1 15 376 1 403 1374
split_gain=0.974686 0.710443 0.681697 0.691642 0.662758 0.600943 0.557129 0.618201 0.738416 0.718663 0.537022 0.574705 0.655877 1.01387 0.687508 0.528431 0.528125 0.594806 0.934754 0.531003 0.504506 0.453471 0.44046 0.438908 0.510409 0.498483 0.427403 0.538346 0.512852 0.417731
threshold=0.094385000000000011 -0.0068949999999999992 -0.43320999999999993 0.096300000000000011 0.035560000000000008 0.11146500000000002 -1.0000000180025095e-35 0.091735000000000025 -0.094929999999999987 -0.091944999999999985 0.076975000000000002 -0.51843499999999987 -0.083854999999999985 0.082380000000000009 -0.0058549999999999991 0.41383500000000001 0.11843500000000001 0.12178000000000001 0.13524500000000003 0.13796000000000003 -0.08236499999999998 -0.037174999999999993 -0.4714549999999999 -0.055129999999999992 0.12408500000000001 -0.11345499999999999 0.091135000000000008 1.0000000180025095e-35 0.03138500000000001 -0.067869999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 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 16 -6 26 8 -8 -10 11 -11 -13 14 29 20 17 19 -19 -4 -9 -16 -23 24 25 -5 27 -3 -29 -14
right_child=2 6 3 23 5 -7 7 15 9 10 -12 12 13 -15 21 -17 -18 18 -20 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.001617443403665904 -0.0016060974691278682 -0.0016192015199169262 0.001299722605793846 0.00063880195271260177 -0.0013836824303490643 0.00043232947271711622 -0.0017556206528751325 0.00078766840196581843 -0.0010857584901581836 -0.0017728017016864267 -0.0016630168625752205 0.0010782711112487184 0.0015284881597787277 0.0012218510779665875 0.0015275790739712745 0.0019216379207456188 -0.00099704438362603859 -0.0013323144404375597 0.00092760827345308387 -0.00022560216128074856 -0.0016648471558383074 0.0017029943103901381 -0.00044925724163644479 -0.00067431790721272011 0.0014696977728668554 -0.0015575406897193605 0.0010636371985658665 -0.0014382759857321304 0.001189367245426975 -0.0015115422213427565
leaf_weight=1.087789270794018 0.51251101912930508 1.7372525882674379 4.4881805602926743 0.60080533521249879 0.80186985561158497 1.0870709433220325 0.56886294810100935 0.25216783280484367 1.1289158799918322 0.31257083662784957 0.35165186109952706 2.6332418650854308 0.12617252208292473 1.5035562801640479 0.50126484222709544 0.14232595264911641 0.43016553227789689 0.74386691581457842 1.2298140412895007 0.66342561179772008 1.3475293696392316 0.27825801540165462 1.7891556099057586 2.6127934711985281 0.65247660712338973 0.46365211508236814 0.24698609486222256 0.34652938949875522 0.41146508662495762 1.234077719738701
leaf_count=397 119 569 339 17 82 44 38 15 185 14 20 57 3 40 12 1 24 8 117 27 324 4 198 99 32 35 6 99 18 178
internal_value=0 -0.000375857 0.000196027 0.000263081 0.000504531 -0.000338582 -0.000285287 -0.000139272 7.32651e-06 0.00010905 0.000263557 0.000344418 0.000426467 0.000110523 -0.000314769 -0.00101681 0.000715317 0.000818696 7.58588e-05 0.00110329 -0.00127825 0.00016966 -0.000159581 -0.00026359 0.000361448 -0.000317872 -0.000933283 -0.00113094 -1.19022e-05 -0.00122956
internal_weight=0 15.9998 14.2866 13.7741 9.44439 1.88894 14.912 12.1698 10.4277 9.85887 8.72995 8.3783 8.06573 5.43248 3.92893 1.74202 7.55545 7.12529 1.97368 5.15161 1.5997 2.56868 2.06741 4.32973 1.71693 1.06446 2.74223 2.49525 0.757994 1.36025
internal_count=3121 2178 943 824 641 126 1781 1089 749 711 526 506 492 435 395 340 515 491 125 366 339 214 202 183 84 52 692 686 117 181
is_linear=0
shrinkage=0.00159138


Tree=308
num_leaves=31
num_cat=0
split_feature=31 3 124 39 1348 14 124 3 38 0 2 457 13 14 43 15 43 15 49 160 0 11 16 15 45 1212 48 2 52 42
split_gain=0.289815 0.284895 0.33868 0.286576 0.270762 0.389744 0.326571 0.391122 0.36662 0.317427 0.325333 0.346079 0.30142 0.31374 0.300952 0.333335 0.465939 0.261198 0.289998 0.284552 0.306569 0.257491 0.253933 0.233885 0.227384 0.227966 0.197629 0.230073 0.19026 0.190124
threshold=-1.0000000180025095e-35 0.31299000000000005 -0.31141499999999994 0.15619500000000003 0.095915000000000014 0.076175000000000007 -0.043384999999999993 -0.12018999999999998 0.095410000000000009 -0.10096999999999999 0.11215000000000001 -0.065884999999999985 -0.15078499999999997 -0.073394999999999974 -0.074359999999999996 0.040760000000000005 -0.074974999999999986 -0.095869999999999983 -0.069799999999999987 0.08443500000000001 -0.13027499999999997 0.081790000000000015 -0.39185999999999993 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.50120999999999993 0.12230500000000001 0.116525 0.091820000000000013 0.083995000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 6 8 21 -2 10 11 -9 -11 -14 15 16 -15 19 -19 20 -13 23 -23 -8 -16 -26 27 -12 29 -17
right_child=1 2 -4 -5 -6 -7 7 9 -10 12 26 17 13 14 24 28 -18 18 -20 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0037392612539059477 0.0022207363825457816 -0.0040370532807024097 0.0036664973867502702 0.0037817336570529301 0.0036122859723794207 -0.0035592330064063665 0.0032706853442143204 -0.0029958134664427663 -0.0037039979222206558 0.00060347174648474496 -0.0023721557897096262 0.0025157223110878653 0.0022463568901873602 -0.0028633446171033331 0.0038317934443923615 -0.0009485074917853013 0.0041375672647552481 -7.4616289601352073e-05 0.0026899159146201324 -0.0030929028444046935 -0.0012390217158017064 0.0012038791131094122 -0.0024057704251989644 0.00058415255474486962 0.0015584543968157436 -0.0036014682784030355 -0.0033171314162465265 0.0018773086830332897 -0.0036436601012078268 0.0030260080470304557
leaf_weight=0.25099915073951962 1.0973558570258273 0.090251229703426361 0.45405916357413012 0.2253990421304487 0.22490768309217024 0.4989177805255175 0.65145023257355195 0.36979109630920026 0.15756417138618406 0.81607923959381778 0.36822400207165606 0.52836882602423452 0.23905957152600787 1.2575347536476329 0.061246023746201916 0.25603258193586942 0.1393016285728651 0.85667702567297999 1.204189456126185 0.39521483698626969 0.6276136637898162 0.47620107722468674 0.55878066751756683 1.2435032865614624 0.12052193511044063 1.7983420112868951 0.58288400829769671 0.30922312126494944 0.10960053777671419 0.41797259135637432
leaf_count=86 145 1 111 23 18 98 57 31 24 33 22 30 25 617 3 105 5 45 62 33 46 36 101 69 24 1120 23 27 81 20
internal_value=0 -0.000193809 0.00238918 -0.000283981 -0.000343617 -0.000402377 -0.000294814 -0.000460882 0.00147684 -0.000789479 -0.000158296 0.000350757 -0.00142387 -0.00179992 -0.00203241 -0.00110152 -0.00216517 0.000693367 0.00154073 -0.000432414 0.000477172 0.000711987 -0.00074495 0.00150773 -0.00305749 -0.00327738 -0.00176658 -0.000432473 0.000794523 0.00151622
internal_weight=0 16.1363 0.54431 15.592 15.3666 15.1416 14.6427 13.3878 1.25492 10.4579 5.24219 3.98185 5.21569 4.39961 4.16055 2.18044 1.39684 3.61206 2.06087 1.5512 1.15598 2.92994 1.03498 1.89495 1.98011 1.91886 1.26033 0.677447 0.783606 0.674005
internal_count=3121 3035 112 2923 2900 2882 2784 2615 169 2352 319 247 2033 2000 1975 828 622 216 107 109 76 263 137 126 1147 1144 72 49 206 125
is_linear=0
shrinkage=0.00363208


Tree=309
num_leaves=31
num_cat=0
split_feature=160 1 158 51 0 0 4 16 42 133 1365 1426 159 16 156 51 3 2 15 12 13 1429 43 12 38 16 148 150 150 15
split_gain=0.282163 0.275164 0.315738 0.302698 0.280659 0.280744 0.301472 0.421442 0.404424 0.255635 0.262947 0.267916 0.278094 0.258493 0.23452 0.230801 0.208874 0.377445 0.201714 0.256528 0.213981 0.209869 0.198043 0.204352 0.201596 0.193525 0.351415 0.391014 0.311022 0.242167
threshold=-0.40698999999999991 0.091615000000000016 0.084765000000000021 0.08955500000000001 -0.23051499999999997 -0.077999999999999986 -0.49405499999999997 0.38525000000000004 0.091955000000000023 -0.40071499999999999 0.088010000000000019 -1.0000000180025095e-35 0.076905000000000015 0.19444000000000003 0.091335000000000013 0.084745000000000015 -0.10831999999999999 0.10731 -0.0063699999999999989 0.088615000000000013 -0.019614999999999997 0.084990000000000024 -0.40263499999999991 -1.0000000180025095e-35 0.10386000000000002 -0.072804999999999981 -1.0000000180025095e-35 -0.099594999999999975 -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=-1 2 3 4 -2 15 7 -7 16 -3 11 -11 14 -14 22 18 -8 -18 -6 20 -20 -22 -13 24 -24 28 -27 -28 -25 -29
right_child=1 9 -4 -5 5 6 8 -9 -10 10 -12 12 13 -15 -16 -17 17 -19 19 -21 21 -23 23 25 -26 26 27 29 -30 -31
leaf_value=-0.0025926922446498479 0.003172150772053052 -0.0034276723247135023 -0.0035699143146507998 -0.0028680343320518866 -0.0025793884256172669 -0.0036648349955367477 0.0030222321377273865 0.0016730945141676275 -0.0036799741926596958 -0.003859740661805468 -0.0033316163788897407 -0.0024187310856725046 0.003081466906021714 -0.0029889952440238085 -0.0028539256020088774 0.0015713312856519858 0.0016949675016127768 -0.0035950408888417895 0.0012471530461525384 -0.0027739950543670252 -0.0035218714533322118 0.0027619172675355992 0.0025887643983345814 -0.0021582826507480185 -0.001374259590977463 0.0028350072774039237 0.0036690429105016996 -0.00057160062548708283 0.0014700544650582056 -0.0034544627205387534
leaf_weight=0.54727400123374614 0.29937631060602043 0.20697949235909607 0.39664142043329764 0.5403166570176835 1.0579138297616735 0.42929999390617046 0.81227147352183271 0.31397592648863792 0.18950711756770022 0.16001123437308695 0.2119271527044474 0.25666740891756479 0.86475604228326108 0.095502512878738344 0.25191428780090053 0.36761405679862935 0.84256842202739812 0.20575227103836369 0.81791674383566637 0.48154241713928048 0.27002107654698204 0.085895508527755737 1.0462295074539723 0.33106351643800769 0.18524301378056396 0.34027530427556518 0.19053894095122847 0.95406413410091684 2.316231737000634 0.57111934199929348
leaf_count=240 13 28 185 146 490 48 36 6 142 37 14 18 189 22 58 25 84 86 204 214 200 3 200 19 14 15 5 80 185 115
internal_value=0 -3.32859e-05 -0.000534219 -0.00035488 -0.000134929 -0.000303471 0.000500444 -0.00140998 0.00119308 0.000412932 0.000515166 0.00062295 0.000719833 0.00247773 0.000457852 -0.00103236 0.00168941 0.000656706 -0.00138512 -0.000621896 0.00026096 -0.00200537 0.0005926 0.000722834 0.00199263 0.000390361 -0.000415601 -0.00106029 0.0010163 -0.00165112
internal_weight=0 15.0931 7.11061 6.71397 6.17366 5.87428 2.79338 0.743276 2.0501 7.98252 7.77554 7.56362 7.40361 0.960259 6.44335 3.0809 1.86059 1.04832 2.71329 1.65538 1.17383 0.355917 6.19143 5.93477 1.23147 4.70329 2.056 1.71572 2.6473 1.52518
internal_count=3121 2881 1882 1697 1551 1538 402 54 348 999 971 957 920 211 709 1136 206 170 1111 621 407 203 651 633 214 419 215 200 204 195
is_linear=0
shrinkage=0.00350153


Tree=310
num_leaves=31
num_cat=0
split_feature=2 15 480 133 52 401 1456 147 1348 14 123 42 1365 131 375 13 131 133 3 159 151 1374 457 150 15 42 43 43 42 0
split_gain=0.265729 0.248268 0.269245 0.254465 0.282059 0.26815 0.25523 0.251981 0.251098 0.362552 0.247145 0.358182 0.243901 0.246698 0.236877 0.226164 0.259435 0.348571 0.238337 0.270602 0.196449 0.195201 0.234907 0.232927 0.189941 0.312809 0.204059 0.23355 0.196178 0.212357
threshold=0.17025000000000004 -0.49307999999999996 0.084710000000000021 -0.25159999999999993 -0.52017999999999986 0.10076500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.084620000000000015 0.076175000000000007 1.0000000180025095e-35 -0.080354999999999982 0.085235000000000019 0.10370500000000001 0.087420000000000012 -0.091904999999999987 0.10033500000000002 0.090665000000000009 -0.15121499999999996 0.091530000000000014 -0.033849999999999991 -0.094929999999999987 0.080930000000000016 0.087675000000000017 0.084050000000000014 0.088465000000000002 -0.40263499999999991 -0.084004999999999982 0.091295000000000015 0.10455500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 20 -8 9 10 12 -12 13 14 15 -9 17 18 -17 21 -6 -20 23 24 25 26 -23 -28 29 -26
right_child=-2 2 -4 4 5 -7 7 8 -10 -11 11 -13 -14 -15 -16 16 -18 -19 19 -21 -22 22 -24 -25 28 -27 27 -29 -30 -31
leaf_value=0.0041675986552921424 0.0035871369058531068 -0.0032144548973369953 -0.0034148353422010502 -0.0041504262564119347 0.0012436742260688426 -0.0040102007279138683 -0.0042584133544358097 0.0015215968050003585 0.0035376762199263172 -0.004035620039468394 -0.0010989756296560002 0.0037680885985260687 -0.00395055643668919 -0.0032035773307695914 -0.0042665153335134116 0.0023895602489363561 0.0042343128883211472 -0.0033470589860567323 -0.0020136988781354215 -0.0029561110019581216 -0.0041672548936330291 -0.0041867989523977477 0.0024787574590041843 -0.0027612769762835102 -0.0038997527901473558 -0.0043852663117286963 0.0036680711553966059 0.00074585618972704086 0.0020613504154411433 0.0044028151492865285
leaf_weight=0.21598280462785524 0.31843906006543043 0.45557895385717806 0.4526482347428108 0.28350882118683784 0.15933088416932151 0.27669479284668419 0.21039755648233516 2.3693323749321156 0.39213219244266007 0.33619108414859589 0.38831929652951658 0.7599961569358118 0.24594170993077646 0.3483735386689667 0.18708187452284697 0.72726385516578762 0.24343228203360912 0.51846545303123992 0.61307348331317602 0.51855231204535801 0.40124575649678007 0.10956383004667092 0.80865120494854625 0.44793132226914156 0.43280990398488928 0.17594473334611382 0.64824610436334174 1.6432536695793727 0.18736514009651728 0.059567909687757492
leaf_count=75 70 177 229 209 25 155 20 215 42 54 23 170 37 140 16 50 15 293 38 103 224 18 54 65 259 24 77 204 39 1
internal_value=0 -0.000219759 -0.00028556 -0.000184008 -8.16855e-05 5.64206e-06 9.15625e-05 0.000214847 0.000292236 0.000184104 0.000308185 0.00212222 0.000105646 0.000205018 0.000327556 0.000417994 5.14733e-05 -9.62969e-05 0.000168196 -0.000117992 -0.00262932 0.000169093 0.000465595 2.61656e-05 0.000409548 0.000920896 0.00130972 0.00157253 -0.00152905 -0.00289531
internal_weight=0 14.6169 14.4009 13.9482 13.4927 13.2092 12.9325 12.3719 12.1615 11.7694 11.4332 1.14832 10.2849 10.0389 9.69054 9.50345 7.13412 6.89069 6.37222 5.64496 0.560577 5.12641 4.51333 3.70468 3.25675 2.57701 2.40106 2.2915 0.679743 0.492378
internal_count=3121 3051 2976 2747 2570 2361 2206 1957 1937 1895 1841 193 1648 1611 1471 1455 1240 1225 932 882 249 779 741 687 622 323 299 281 299 260
is_linear=0
shrinkage=0.00412273


Tree=311
num_leaves=31
num_cat=0
split_feature=1 50 52 403 0 159 52 2 133 1213 49 151 454 159 42 1374 130 52 43 4 52 133 13 11 3 2 457 0 50 16
split_gain=1.33946 0.725998 0.720738 0.73809 0.718033 0.632034 0.620602 0.616339 0.58997 0.549471 0.541065 0.628254 0.56145 0.619974 0.590057 0.645631 0.458047 0.536628 0.509085 0.697267 0.453284 0.470609 0.642988 0.612117 0.60851 0.832747 0.462752 0.413666 0.407429 0.399503
threshold=0.104035 0.10124500000000002 -0.12005499999999998 -1.0000000180025095e-35 -1.0000000180025095e-35 0.09320500000000001 -0.080979999999999983 0.14753000000000002 -0.17773999999999998 -1.0000000180025095e-35 -0.087004999999999985 0.087340000000000015 -1.0000000180025095e-35 -0.032739999999999991 -0.095859999999999987 -0.094929999999999987 -1.0000000180025095e-35 -0.031059999999999997 -0.15582499999999996 -0.51843499999999987 0.19022000000000003 -0.25159999999999993 -0.076599999999999988 0.08765000000000002 0.12178000000000001 1.0000000180025095e-35 -1.0000000180025095e-35 0.089620000000000019 0.10030500000000002 -0.082404999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 27 6 7 8 -4 20 -5 -10 11 -11 -12 28 -15 -16 17 -17 -18 -20 21 -2 23 -23 25 -24 -27 -1 -14 -21
right_child=4 -3 3 5 -6 -7 -8 -9 9 10 12 -13 13 14 15 16 18 -19 19 29 -22 22 24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0014548367968865278 -0.0015340531222298827 -0.0015704131645486149 0.00034095734049418311 -0.0015694440393273291 0.0013863577093809975 -0.0013301344955806693 -0.001408544372673382 0.0012374711828963571 -0.0015665430000561212 -0.001267098779606931 -0.0013359952663803702 0.00069073072516548394 -0.0013592763590518243 -0.0013673427701224661 -0.00077203325985078768 0.001294132755292821 0.0016006381396406911 -0.0016004193544683215 -0.0017025892740307937 0.0010632841570287152 -0.0009294092103044136 0.0011800559030008774 -0.00046451801079488877 -0.0010777616374103916 -0.00094326198034286812 -0.00046159248885895227 0.0011455384796822796 0.0002216677459485388 0.0016011656559497844 0.00031092132664856532
leaf_weight=1.8597737213131069 0.39426250755786441 1.1738484887173388 0.64948519598692689 0.56150236574467705 1.2146102144615714 0.92650447087362486 1.9739853823557556 1.0976937280502159 0.48774137266446338 1.2919825506396598 0.5264388258801781 0.56902234838344146 0.7727160955546396 0.43170193897094478 0.89558971161022327 0.23452420253306627 1.3023236282169781 0.45167403342201673 0.31776186544447593 3.0944272555643639 1.0972840446047474 2.1304360721260278 2.3797586215660029 0.33490181388333429 1.4525780575349925 0.5471022929996211 2.0492101968266114 0.43833111808635283 0.13104648422449827 3.7777259158901941
leaf_count=308 10 292 43 123 135 112 605 98 144 63 37 26 165 33 41 8 21 50 6 88 54 144 100 11 31 16 92 35 2 228
internal_value=0 -0.000382712 -0.000315341 -0.000212939 0.000251224 -8.61144e-05 -0.000975425 0.000131158 -8.47895e-06 5.28795e-05 0.000110128 -0.000668471 0.000231525 0.000303851 0.000409994 0.000486159 0.000608927 -0.000611139 0.000707512 0.000545738 1.42267e-05 0.000125705 0.00019928 0.000873345 -5.9218e-05 0.000198846 0.000806879 -0.00113507 -0.000930009 0.000649699
internal_weight=0 21.8681 20.6943 18.3962 12.6978 15.7727 2.62347 11.4832 14.8462 14.2847 13.7969 1.861 11.9359 11.4095 10.5057 10.074 9.17844 0.686198 8.49224 7.18992 10.3855 9.28825 8.89399 2.46534 6.42865 4.97607 2.59631 2.2981 0.903763 6.87215
internal_count=3121 2430 2138 1795 691 1147 648 556 1035 912 768 89 679 642 475 442 401 58 343 322 458 404 394 155 239 208 108 343 167 316
is_linear=0
shrinkage=0.00155248


Tree=312
num_leaves=31
num_cat=0
split_feature=1 457 0 1 4 52 15 0 1 12 13 2 51 403 49 15 2 2 15 403 15 403 42 2 2 157 484 48 9 160
split_gain=1.45655 0.868167 0.643209 0.628697 0.611353 0.795952 0.608412 0.572299 0.531462 0.508082 0.496667 0.465415 0.493028 0.487193 0.464022 0.386326 0.487616 0.384731 0.36592 0.415798 0.467136 0.421224 0.338486 0.493041 0.335663 0.332971 0.3667 0.326953 0.320385 0.362092
threshold=0.10781 0.080930000000000016 -1.0000000180025095e-35 1.0000000180025095e-35 -0.49405499999999997 0.10347000000000002 0.090615000000000015 -0.014954999999999998 0.086105000000000015 0.085885000000000017 -0.085744999999999988 1.0000000180025095e-35 0.088210000000000011 0.03138500000000001 -0.047584999999999995 -0.015744999999999999 0.091055000000000011 0.14753000000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 0.095175000000000023 0.085855000000000015 0.083995000000000014 0.097220000000000015 0.073895000000000002 -0.074309999999999987 -1.0000000180025095e-35 -0.078084999999999974 -1.0000000180025095e-35 0.032695000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 18 5 -4 11 10 9 -3 -2 13 15 27 -10 16 -13 25 -1 -20 21 22 23 24 -21 -12 -27 -5 -29 -30
right_child=7 8 4 6 -6 -7 -8 -9 14 -11 17 12 -14 -15 -16 -17 -18 -19 19 20 -22 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=-0.0018101480105424718 0.00098861065419934965 -0.0014859670660568392 -0.0018631130735862001 0.0013642886841901082 0.00067899316365032649 0.00065209670075441295 -0.0018204702565701981 0.0017629919123547718 0.0013910775091149816 0.00069996294750803844 0.0011538341737241933 -0.0018011497156189499 -0.0011843258903584393 0.00087519801037122373 -0.00028963046894630071 0.001215622330850215 0.00041670073905615828 0.0013916966788794767 -0.0018151393992869925 0.0016102984880410516 -0.0018700326206555777 -0.00180936369510547 0.0017296804112895425 0.0017984593778412703 -0.0018580125300038536 -0.0016576628184032192 -8.8980055339862852e-05 0.00067731181797589502 -0.0018623691693046248 0.0006308526839234566
leaf_weight=2.0634624274680444 2.5863706466043359 0.75822066899854623 0.91749326372519158 0.15565907163545567 2.325228143134157 0.72679780540056527 0.8729906833032145 1.0075611463980738 1.7649284097133207 0.62546358222607523 0.59688085550442238 0.40401321381796207 0.71429080702364434 0.46385728789027769 0.75641063018701959 1.3109428411116824 1.528070736560039 0.61372526362538327 0.96002530975966349 0.11318332515656437 0.52108085341751564 0.30630584288155649 0.47958185838069767 0.27467213664203882 0.43803336448036134 0.54274440556764503 4.1768608315614992 0.22771776467561844 1.6502063559601072 0.21186250762548287
leaf_count=698 180 63 104 9 88 17 200 114 69 42 35 27 35 24 32 50 63 45 423 2 123 98 27 5 70 45 165 11 239 18
internal_value=0 -0.000365746 -0.000544284 -0.000741505 8.64998e-05 -0.000751358 -0.00041111 0.000483478 0.000396203 -0.000497866 0.000332104 -0.000226555 0.00016595 -0.000799864 0.000886859 0.000463355 -4.70684e-05 4.57785e-05 -0.00122461 -0.00083396 -0.000392318 8.54205e-05 0.000529998 -0.00016664 -0.00114585 -0.000109592 -0.000269375 -0.00114589 -0.00133287 -0.0015787
internal_weight=0 20.5705 16.6655 12.696 3.96952 1.64429 7.53961 9.52414 3.90502 1.38368 8.51658 6.66662 3.95732 2.7093 2.52134 3.24303 1.93208 5.93021 5.15635 3.09288 2.13286 1.61178 1.30547 0.825889 0.551217 5.31649 4.71961 2.24545 2.08979 1.86207
internal_count=3121 2537 2331 2122 209 121 676 584 206 105 470 476 175 301 101 140 90 290 1446 748 325 202 104 77 72 245 210 277 268 257
is_linear=0
shrinkage=0.00179535


Tree=313
num_leaves=31
num_cat=0
split_feature=1 0 2 133 1425 4 480 1374 482 42 42 16 3 4 453 14 0 1374 47 128 133 148 40 13 2 2 43 457 16 2
split_gain=0.26519 0.385683 0.263769 0.241519 0.232987 0.240032 0.278904 0.280127 0.237057 0.229607 0.220247 0.224958 0.218249 0.24528 0.209014 0.219602 0.260524 0.317605 0.296164 0.286036 0.267847 0.215891 0.225182 0.204812 0.221944 0.259654 0.19976 0.197433 0.287038 0.305464
threshold=0.077565000000000009 -0.059114999999999994 0.14753000000000002 -0.25159999999999993 1.0000000180025095e-35 0.50996500000000011 0.086655000000000024 0.093235000000000012 0.092250000000000013 -0.088934999999999986 0.092620000000000022 0.41553500000000004 -0.084074999999999997 -0.083854999999999985 0.10218000000000001 0.076175000000000007 -0.10607499999999999 -0.094929999999999987 0.078875000000000015 0.086950000000000013 0.061605000000000007 -1.0000000180025095e-35 0.064905000000000018 0.090705000000000008 0.097220000000000015 0.10327000000000001 -0.04890499999999999 0.088350000000000026 -0.51370499999999997 0.079055000000000014
decision_type=2 2 2 2 2 2 2 2 2 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 5 6 7 8 14 -3 23 -12 -1 -14 15 16 17 -5 -19 20 21 -18 -23 24 -11 -26 -20 28 -15 -30
right_child=2 9 -4 4 -6 -7 -8 -9 -10 10 11 -13 13 27 -16 -17 19 18 26 -21 -22 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.003508685253729063 -0.0033624330411486424 -0.0035970115047743259 0.0026531723052744594 -0.0011234965990622025 -0.0037305314416547293 0.0027584029970450707 -0.0034736147500674048 -0.0029867183712040798 -0.0034500413636035813 -0.0017740671260814494 -0.0036315668016231638 0.0023298276977397453 0.0037228929451992485 0.0015354044564070339 -0.0030001969648583583 -0.0020078983084564459 0.0030467528255986916 0.0023271686446001624 0.0021869125226091869 -0.0035552966341994389 0.0026469374277322492 -0.00074631321696330363 0.0036609752369839263 0.0028362172013082707 0.0034626997078917557 -0.00063866053635998744 -0.00081839048298657988 0.0013244536204159271 0.0031542004920972954 -0.0035300623529679054
leaf_weight=0.6753218228113832 0.24429382305242953 0.1794644400943074 0.50307260820409361 0.60003543994389463 0.18475302468868982 0.43456675694324154 0.25770450170966874 0.32181407464668232 0.19733299367362711 0.42752016900340295 0.26640307417255815 0.10840905399527401 0.11703206307720315 0.21567369776312162 0.21206512651406306 0.40121324520441692 0.22963332716607565 2.3954182759625762 0.40793704055249691 0.26389646314783011 0.47347314990474831 2.3881922953587531 0.14997815224342037 0.53471861872822035 0.36902306671254337 0.38282628264278173 0.79177549900487043 0.24525092914700519 0.09176145016681525 0.89426753811130766
leaf_count=652 50 21 113 20 54 110 68 27 49 22 64 9 3 12 14 62 30 175 14 72 150 416 6 18 12 30 55 20 4 769
internal_value=0 -0.000823969 0.000188365 6.37949e-05 0.000149997 0.000225266 0.00010417 0.000208556 0.000329375 0.000190017 0.000515373 -0.00190732 -0.00185111 -0.00113538 0.000419083 0.000508586 0.000639703 0.0012263 0.00161849 -6.23688e-05 0.000222016 -0.000192802 -0.000485891 0.00104513 0.000233066 0.00137437 0.0002035 -0.00152833 -0.00211054 -0.00290801
internal_weight=0 4.50767 10.4572 9.95408 9.70979 9.52504 9.09047 8.83277 8.51095 2.26836 2.0889 0.374812 2.23931 1.56399 8.31362 8.10155 7.70034 4.19517 3.59513 3.50517 3.24128 2.7678 2.53817 1.71409 1.17937 0.751849 1.19971 1.44695 1.2017 0.986029
internal_count=3121 1636 1485 1372 1322 1268 1158 1090 1063 176 155 73 1460 808 1014 1000 938 264 244 674 602 452 422 82 64 42 69 805 785 773
is_linear=0
shrinkage=0.00348893


Tree=314
num_leaves=31
num_cat=0
split_feature=1456 1213 475 1456 15 474 11 1374 160 150 453 16 43 148 51 51 133 403 48 130 457 16 0 0 9 1 43 42 52 52
split_gain=0.250682 0.257711 0.237441 0.236825 0.237959 0.25154 0.225595 0.231726 0.220026 0.325583 0.215348 0.295279 0.263249 0.233869 0.248231 0.211098 0.210132 0.208963 0.213491 0.223337 0.2181 0.220169 0.287691 0.400751 0.240459 0.236299 0.201936 0.229166 0.224455 0.26169
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.086004999999999984 1.0000000180025095e-35 -0.24436499999999997 -1.0000000180025095e-35 0.087830000000000005 0.093235000000000012 -0.091944999999999985 -0.22665999999999997 1.0000000180025095e-35 -0.50992999999999988 0.24789500000000006 0.088095000000000021 0.12547500000000003 0.11144500000000002 -0.030254999999999994 -0.083259999999999987 0.12737000000000001 -0.23647499999999996 0.5717850000000001 -0.44310499999999992 -0.10607499999999999 -0.084269999999999984 -0.036024999999999995 0.093575000000000019 -0.074359999999999996 -0.095859999999999987 0.11434500000000002 -0.087769999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -3 7 8 9 -6 11 -10 13 14 17 -7 -11 -13 19 -19 21 -21 25 24 -24 -23 27 -25 29 -28
right_child=1 3 -4 -5 6 15 -8 -9 10 16 -12 12 -14 -15 -16 -17 -18 18 -20 20 -22 22 23 26 -26 -27 28 -29 -30 -31
leaf_value=-0.0018327135616299625 0.0027720279364681524 -0.0030258414175323716 -0.0024271217955573669 -0.0019845318182306385 0.0028398304631018778 0.0022310949386661651 -0.0018697994543260185 -0.0023522558518440043 0.0019972457831816605 0.0007695530206150152 -0.0015426705984714574 -0.0019106358930247502 -0.0022723118082545336 -0.0027545783287558647 0.0020498421913141898 -0.00097233577728885682 -0.002644301168659359 -0.0027310853920049162 -0.0022383631537183711 -0.0027327346866505638 -0.0026599483705983754 0.00054368411676189519 0.0029456069383224279 -0.00089830479351306325 -0.0023540882104074014 0.0022086110954234565 -0.0016170846869414824 0.0016438130675201041 -0.0028369459395381678 0.0009406741799730592
leaf_weight=0.58296133328985789 0.074292987585067749 0.091205254197120555 0.51487490769067967 0.40335895390308074 0.12852677144110203 0.88133908770396086 0.4515728728729308 0.27984002247103568 0.74667292251250827 0.17393190806615166 0.46299435751279894 0.31996843569502864 0.30331535002915266 0.18066236481536257 0.60432841573492613 0.18374376744031906 0.56999902728420693 0.16275401564778924 0.23103751026792441 0.14649309142258715 0.15869823144748796 1.2841394351562372 0.071101225912570953 0.3184973537863699 0.57517540725528959 1.2370276573346926 0.40599543839924912 1.4803894379874591 0.19770865864120435 1.0878721876070816
leaf_count=288 4 1 457 263 4 223 88 35 93 38 55 300 125 11 59 11 184 15 11 16 8 53 1 41 207 92 98 194 10 136
internal_value=0 -1.24565e-05 -0.00177152 6.64258e-05 0.000131386 0.00130739 1.39468e-05 9.0395e-05 0.000153411 -0.00115582 0.000267924 0.000356056 0.000216249 0.000305451 0.000372209 0.00167845 -0.00184614 0.000240144 0.000333687 0.000417079 0.000490663 0.000564145 0.000636686 0.000195495 -0.00177103 0.00136059 0.000559608 0.00119372 -0.000114736 0.00024554
internal_weight=0 13.7275 0.589168 13.1383 12.735 1.15629 11.5787 11.1271 10.8473 0.872458 9.97483 9.51184 8.76516 8.46185 8.28119 1.06508 0.743931 7.67686 7.35689 7.12585 6.9631 6.8044 6.65791 4.13674 0.646277 2.52117 3.49046 1.79889 1.69158 1.49387
internal_count=3121 2833 461 2372 2109 235 1874 1786 1751 226 1525 1470 1377 1252 1241 234 222 1182 882 871 856 848 832 687 208 145 479 235 244 234
is_linear=0
shrinkage=0.00271869


Tree=315
num_leaves=31
num_cat=0
split_feature=156 1 0 1365 2 15 133 1429 453 2 3 484 0 11 133 15 0 1374 457 1 16 1 2 150 40 47 1 48 0 3
split_gain=0.226977 0.239798 0.344404 0.219793 0.231904 0.234793 0.210381 0.197411 0.202857 0.208565 0.254067 0.245607 0.241508 0.204335 0.197022 0.310765 0.274735 0.196561 0.236769 0.205247 0.191516 0.164866 0.202572 0.163547 0.162782 0.253659 0.274189 0.196516 0.195944 0.265295
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.059114999999999994 0.088010000000000019 0.14753000000000002 0.035560000000000008 -0.25159999999999993 -1.0000000180025095e-35 0.10218000000000001 0.098035000000000011 0.12178000000000001 -0.0068949999999999992 -0.20211999999999997 0.08976000000000002 0.083950000000000011 0.083935000000000023 -0.082974999999999979 -0.094929999999999987 0.082380000000000009 0.07863500000000001 -0.078844999999999985 0.08844500000000001 0.094215000000000007 -0.091839999999999991 0.051255000000000002 0.13148500000000005 0.13075500000000004 0.087215000000000015 -0.22491999999999998 -0.10217499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 14 4 5 6 -3 -8 9 11 13 -9 -12 23 -2 -16 -17 -13 19 -19 21 -7 -23 -11 25 26 27 28 -21 -30
right_child=1 3 -4 -5 -6 20 7 8 -10 10 12 17 -14 -15 15 16 -18 18 -20 24 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0035735969789565687 -0.0030060878198769634 -0.0033393016491605741 0.00021864714427714937 -0.0033340043886414552 0.0028485256723344708 -0.003573967067406742 -0.002345058875233003 -0.0031936572136154317 -0.0030927600354156547 -0.00078220175072223465 -0.001858614410494591 -0.0020713096928763916 0.0017754012926407929 -0.0015665338409703103 -0.0028778888003466786 0.0027409358527154706 -0.0035855582065279388 0.0035896227981748797 0.0027646842026336823 0.0031726322224323459 -0.002697229146936612 0.0018268758030387394 -0.0027596984865759203 0.0031016783199885956 0.0028868203393216398 -0.0035568159302729707 0.0038669244824903965 -0.0027308684311628619 0.0019048490499437346 -0.0013399083277348223
leaf_weight=0.23500733745459079 0.96478936007770089 0.17961519662639869 2.0698097027488993 0.21062770404387343 0.44413967567379664 0.13628098244953435 0.28487759595736584 0.24320803614682329 0.17618650966323901 0.15168020478449751 0.44150428508874029 0.34552784764673417 0.48614492657361541 0.15359119180357073 0.43781442673935089 0.37049105626647361 0.113435422143084 0.22498109075241135 0.605705212074099 0.24758398719131891 0.57678915315773316 0.50493621223722585 0.16057591623393819 1.434254369378323 0.23482312008854922 0.25714638526551414 0.22834730223985378 0.33553445260622528 0.4790827403776341 0.95292071910808129
leaf_count=163 765 22 162 18 111 89 75 69 11 13 15 16 62 25 399 61 150 7 53 7 220 80 11 193 25 16 54 44 38 147
internal_value=0 -4.75289e-05 -0.000783275 0.000259004 0.000340507 0.000214518 0.000463651 0.000557439 0.000675591 0.000772913 0.00154915 0.000274613 4.58321e-05 0.00235084 -0.00188254 -0.000706509 0.00125797 0.000490254 0.000738448 0.000323878 -0.00113412 -9.66472e-06 0.000720219 0.00273022 5.52811e-05 -0.000210618 0.000172923 -0.000245669 0.000250804 -0.000254361
internal_weight=0 13.4524 3.95634 9.49606 9.28544 8.8413 7.46272 7.2831 6.99822 6.82204 2.66717 4.15486 0.927649 1.73953 1.88653 0.921741 0.483926 3.91165 3.56613 2.96042 1.37858 0.801793 0.665512 1.58593 2.73544 2.50062 2.24347 2.01512 1.67959 1.432
internal_count=3121 2958 1537 1421 1403 1292 892 870 795 784 308 476 77 231 1375 610 211 407 391 338 400 180 91 206 331 306 290 236 192 185
is_linear=0
shrinkage=0.00355697


Tree=316
num_leaves=31
num_cat=0
split_feature=1 47 50 403 51 12 50 4 151 484 1212 14 3 52 3 4 0 42 42 159 13 130 0 15 2 48 42 159 51 133
split_gain=0.970508 0.54604 0.487746 0.498414 0.447411 0.445107 0.537078 0.405163 0.404254 0.401032 0.358739 0.346298 0.451199 0.497569 0.64491 0.420525 0.415538 0.408017 0.380554 0.457139 0.427619 0.36305 0.315955 0.282326 0.275317 0.281668 0.31656 0.266365 0.390624 0.34024
threshold=0.10089500000000001 0.087885000000000019 0.088425000000000017 0.093545000000000003 -0.10748999999999999 -1.0000000180025095e-35 0.11610000000000001 -0.17966999999999997 -0.40381499999999992 -0.0068949999999999992 -0.47073499999999996 0.062655000000000016 -0.14989499999999997 0.11434500000000002 0.090900000000000009 -0.083854999999999985 -0.10011499999999998 1.0000000180025095e-35 -0.095859999999999987 0.092630000000000018 -0.13710499999999998 -1.0000000180025095e-35 -0.059114999999999994 0.15614500000000003 0.13404500000000005 0.12879500000000002 -0.098769999999999983 -1.0000000180025095e-35 0.086310000000000012 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 4 -1 -2 7 -7 -9 -6 -4 12 -11 14 15 18 17 -17 -14 20 -20 -22 23 -18 25 26 -10 -3 29 -29
right_child=1 27 10 -5 9 6 -8 8 24 11 -12 -13 13 -15 -16 16 22 -19 19 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0017107001733617081 0.0014754818303040107 -0.0013128726253086537 0.0011683049039437478 -0.0017238951010540378 -0.0015031413197926339 -0.0012041059377231207 -0.0017432226071260777 -0.0015129078400812155 -0.00079188952064221201 0.00089729700592933951 -0.0016161856383808547 -0.0017211063579345336 -0.0017692880633520887 -0.0014617254082086657 0.00075282145669946783 -0.00063146277295068019 -0.0015736008860883016 0.00084357999042211835 -0.0019023079858681213 -0.0015510191635001666 -0.0017068428888783152 0.0013036239933198088 0.00065897736691568104 0.00050986366171542133 0.0017296937272693476 -0.00066254713941886283 0.00094675783932465134 -0.0015949017708454085 0.0013452393104560075 -2.3331816314071922e-05
leaf_weight=0.55009180872002339 1.2796935687074436 0.54459333093836937 0.14735843800008286 0.66258976317476559 0.59651863097678415 0.36724665493238617 0.32476673205383111 0.23542772419750679 0.33624703064560968 1.3250396333169128 1.2912319559254672 0.35668790747877288 0.23051971395034376 0.76655280613340515 2.2015035033691674 1.4842688293429023 1.7497380505083056 0.83914860524237145 0.1503058937378231 0.26510958559811104 0.12383711640723127 1.5208418296533555 0.25203793973199151 0.20802796818315994 0.7028575325384735 0.46021365001797665 2.7285654400475314 0.46904091536998871 0.49745753803290416 2.4548000078648324
leaf_count=169 236 46 6 174 229 68 24 8 9 45 442 50 45 168 55 85 592 45 4 8 63 122 35 4 68 8 160 17 32 104
internal_value=0 0.000278855 -0.000395824 -0.000294544 -0.0002195 0.000582978 0.000361434 0.000502934 0.000643391 -0.000151539 -0.00133096 -8.12682e-05 -2.86538e-05 -0.000153954 -4.28801e-05 -0.000299589 -0.000597943 -9.87216e-05 0.000290866 0.000521392 0.000827476 0.00107695 -0.00112283 -0.00135222 0.000763464 0.000570806 0.000756007 -0.000214613 -3.97947e-05 -0.000275442
internal_weight=0 10.4009 14.7214 13.2828 12.6202 6.43502 5.15532 4.83056 4.46331 12.0701 1.43859 11.4736 11.1169 9.79189 9.02534 6.82384 4.53322 2.32342 2.29061 2.06009 1.79498 1.64468 2.2098 1.95777 4.22788 3.52503 3.06481 3.96589 3.4213 2.92384
internal_count=3121 780 2341 1893 1719 581 345 321 253 1550 448 1321 1271 1226 1058 1003 761 130 242 197 189 185 631 596 245 177 169 199 153 121
is_linear=0
shrinkage=0.00169074


Tree=317
num_leaves=31
num_cat=0
split_feature=31 1 3 3 52 376 2 1 51 51 15 12 49 52 0 43 39 48 51 50 2 48 15 124 4 0 403 16 43 43
split_gain=0.234946 0.218138 0.24262 0.314387 0.234172 0.216199 0.188657 0.207084 0.194805 0.284148 0.2721 0.226231 0.188464 0.185634 0.233798 0.166094 0.20875 0.231692 0.290252 0.224968 0.203296 0.298842 0.243822 0.198894 0.147423 0.143042 0.135396 0.131734 0.131117 0.237658
threshold=-1.0000000180025095e-35 0.099195000000000019 0.090900000000000009 -0.12018999999999998 0.10160000000000001 0.049360000000000008 0.092365000000000017 0.090540000000000023 0.081440000000000026 0.087505000000000013 0.088345000000000021 0.086850000000000024 0.0034800000000000005 -0.43320999999999993 1.0000000180025095e-35 -0.40263499999999991 0.0046100000000000004 0.12649500000000002 0.13095500000000002 0.10965000000000001 0.090310000000000015 -0.086869999999999989 -0.11713499999999999 -0.51664499999999991 0.09173000000000002 -0.24955499999999997 -1.0000000180025095e-35 -0.094359999999999986 -0.084004999999999982 -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 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 12 27 6 7 8 10 -10 25 -12 -2 -3 15 -15 17 19 -19 20 22 -22 -17 -18 -24 -5 -13 -4 29 -27
right_child=1 13 4 5 -6 -7 -8 -9 9 -11 11 26 -14 14 -16 16 23 18 -20 -21 21 -23 24 -25 -26 28 -28 -29 -30 -31
leaf_value=0.0035587957589189169 -0.00019725800802170503 -0.0034795025590606148 -0.00050783481749362702 0.0036420310672912741 -0.0017276825569717924 0.00097716320695187867 -0.0029408585894022854 -0.0032828527267013091 0.0034691180528170873 -0.0035031464058643521 -0.0036640170918355568 -0.003476644972416437 0.0027589584089929178 -0.0029364611236363048 0.0029100877547575074 -0.0026266602612146747 -0.0034003750126549229 -0.0035689996050076297 0.00042213489927068874 -0.0027960320774822159 -0.0021806431375637797 0.0020186797787336039 -0.0013217002768199364 0.0024000343300001636 0.0016492633342970052 -0.002363319967385443 0.0021576760468398452 0.001999967412235102 -0.0034881837734489734 0.0037304820475157177
leaf_weight=0.20648449691361648 1.3081367095292069 0.14830237851128902 0.34299397032009427 0.047714497894047692 0.39370297378627572 0.40703393740113814 1.0226064107700947 0.46462247520685185 0.26083041264791962 0.09556133922887966 0.12234173383330915 0.057173118519131094 0.32143454058677878 0.18972974061034609 0.42443063406972203 0.38911038334481418 0.077557041076943278 0.43066611513495434 0.4415558825712651 0.2362369998008943 0.2334871398052204 1.5411708409956184 0.30075668863719396 0.80385540018323798 0.59558885806472972 0.35731110154301859 0.47506319898820948 0.93068453337764356 0.63792717939941601 0.097463284619151547
leaf_count=86 151 107 18 1 24 36 593 204 13 97 62 91 32 13 81 19 2 26 25 44 16 173 51 158 24 258 84 63 565 4
internal_value=0 -0.000159809 -0.000556117 -0.000896935 0.000603917 -0.00141364 -0.00168109 -0.00118864 -0.000736362 0.00159961 -0.00120016 0.000577471 0.000385859 0.000340829 0.000440855 0.000240841 0.000360213 3.68262e-05 -0.00154852 0.000456312 0.000707389 0.00146619 -0.000340181 0.00188965 0.000652396 -0.00222049 0.00155243 0.00132463 -0.00247649 -0.00105735
internal_weight=0 13.155 7.3426 5.67522 1.66738 4.04565 3.63861 2.61601 2.15139 0.356392 1.79499 0.654578 1.62957 5.81245 5.66415 5.23972 5.04999 4.16857 0.872222 3.29635 3.06011 1.77466 1.28546 0.881412 0.896346 1.14042 0.532236 1.27368 1.0927 0.454774
internal_count=3121 3035 2296 2191 105 2008 1972 1379 1175 110 1065 237 183 739 632 551 538 378 51 327 283 189 94 160 75 828 175 81 827 262
is_linear=0
shrinkage=0.00345906


Tree=318
num_leaves=31
num_cat=0
split_feature=12 1 13 133 14 15 132 16 132 457 148 38 484 3 1 13 3 3 16 0 48 1 51 457 48 0 52 48 3 42
split_gain=1.20731 1.16594 0.805652 0.895177 0.76734 0.749105 0.675525 0.643365 0.639339 0.632553 0.590959 0.569791 0.516536 0.459806 0.431998 0.417272 0.400611 0.385717 0.379783 0.375003 0.366576 0.453502 0.649392 0.485204 0.448401 0.462519 0.561152 0.364732 0.34222 0.364387
threshold=0.084100000000000022 0.13021500000000003 -0.00051499999999999994 -0.0061299999999999992 0.076175000000000007 0.024640000000000006 0.087955000000000019 -0.25582999999999995 0.082230000000000011 0.088350000000000026 -0.043434999999999994 0.12566000000000002 -0.0068949999999999992 -0.10519499999999998 0.099195000000000019 -0.091904999999999987 -0.075944999999999985 -0.088084999999999983 -0.16927999999999996 -0.084269999999999984 0.12879500000000002 0.10538500000000002 -0.070629999999999984 0.082380000000000009 0.086260000000000017 -0.10011499999999998 0.10024500000000001 0.092265000000000014 -0.08824499999999999 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 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 8 11 6 10 13 -1 15 -4 14 -12 27 -5 19 -15 28 -19 -9 21 23 -23 24 25 -14 -27 -2 29 -17
right_child=1 -3 5 4 -6 -7 -8 9 -10 -11 12 -13 20 16 -16 17 -18 18 -20 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.001392479474390157 0.0013764200235195265 0.0011662958891899369 0.0010586683999779954 0.00063307750586551594 -0.001516935610318296 -0.0012946421456386341 0.0016779574232785436 -0.0012957889992713011 0.0012429751372056621 0.00077514184251778462 -0.0014310720068727667 -0.0014374089070375588 0.000544040559339882 -0.0014330000185687442 0.0016217504247419679 -0.0016347123512445072 0.00012540765478786126 0.00089541273573960601 -0.0015982370288582868 0.00010664337347385568 -0.00099456711887050851 -0.00045712011374890774 0.001348997618595081 0.0005985796505909867 -0.0015313566421531525 -0.0014318822251064615 0.00065321782827830379 -0.00014257134551094107 0.0015542471272012651 -0.00046153347949521976
leaf_weight=0.81889055285137213 0.79971843073144577 1.0185716371051956 1.070314189884807 1.9839715916896254 0.30815966171212483 1.1649135772604484 0.60158703103661615 0.69092131010256741 0.32285220129415393 0.59698721254244524 0.76931956189218631 0.21815206622704852 1.1717175622470646 0.74823120341170579 2.5289470383431762 0.97682409675326276 0.9316100217401988 0.16121125465724517 3.2716039386577886 1.5684470229316492 0.95000414177775372 0.80536824185401235 1.3241934322286395 1.3464133180677889 0.84090584493242193 1.0433900770731366 0.4713740278966726 0.79094128683209419 0.15862228674813961 2.0930545312585309
leaf_count=106 25 57 43 183 17 62 23 107 33 43 49 5 29 58 273 313 41 10 1177 49 19 16 56 27 31 53 14 22 11 169
internal_value=0 -0.000466835 0.000158601 0.000620825 0.000908134 -8.85542e-05 4.66111e-05 -0.000596913 -0.000647248 -0.000805452 -5.3603e-05 0.00106609 -0.000190084 9.96746e-06 0.00118711 -0.000911228 -0.000568735 -0.001111 -0.00148113 -0.000322224 -7.00446e-05 5.53666e-05 0.000665951 -0.000211422 -0.000520602 -0.000204222 -0.000783027 0.000621115 -0.000717455 -0.000834835
internal_weight=0 13.8067 17.7405 6.18097 5.03923 11.5595 10.3946 12.7882 1.14174 9.51767 9.793 4.73107 8.72269 3.2705 4.51292 8.92068 1.67984 6.66132 3.43282 2.25937 7.95337 7.00336 2.12956 4.8738 3.52739 2.68648 1.51476 1.59066 3.2285 3.06988
internal_count=3121 2082 1039 617 478 422 360 2025 139 1879 337 461 294 146 456 1836 99 1680 1187 156 245 226 72 154 127 96 67 47 493 482
is_linear=0
shrinkage=0.00158606


Tree=319
num_leaves=31
num_cat=0
split_feature=1 12 0 3 40 4 52 3 4 47 50 151 49 3 2 42 130 47 2 3 1 12 457 15 15 4 1429 16 4 3
split_gain=0.843485 0.578671 0.576796 0.53935 0.472349 0.447648 0.688545 0.426654 0.411599 0.62007 0.51731 0.508814 0.396255 0.453822 0.520956 0.408871 0.366942 0.374275 0.342202 0.50466 0.322724 0.307841 0.306939 0.240958 0.43973 0.27786 0.229447 0.322992 0.240903 0.216699
threshold=0.091615000000000016 -0.064509999999999984 -0.060129999999999996 0.16158000000000003 0.57330500000000006 -0.49405499999999997 0.10347000000000002 0.013900000000000001 -0.033174999999999989 0.13148500000000005 0.10954500000000002 -0.40381499999999992 0.10595500000000001 0.12178000000000001 0.090310000000000015 0.09832500000000001 -0.0070449999999999992 0.14029000000000003 0.10731 -0.116045 0.077845000000000011 -1.0000000180025095e-35 -1.0000000180025095e-35 0.083935000000000023 0.084050000000000014 -0.014149999999999998 0.084990000000000024 -0.078844999999999985 -0.17966999999999997 -0.10217499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 7 8 -2 6 -4 20 16 10 11 -10 13 14 15 29 -3 21 -7 -20 23 -18 -16 -1 -25 -26 27 -22 -29 -13
right_child=1 3 5 -5 -6 18 -8 -9 9 -11 -12 12 -14 -15 22 -17 17 -19 19 -21 26 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=-0.0018428745907215311 0.0013328499329806377 0.001241818470248878 -0.0019353511561823467 0.0013626875616490318 -0.0020171864045449104 0.00096218860817415177 0.00071233633052990351 -9.6696805221860012e-05 -0.0018854440246791539 -0.0013107125680645159 -0.0015816780204853079 0.00048366415013695606 0.0019349452281427189 -0.0010095433904551926 -0.00026154815316381909 0.0016997324210619 0.0020048211166092339 0.0013634846978850879 0.00093473664106342102 -0.001871273951617505 0.00013507684755487476 -0.0016997620650737726 0.0015529889667672137 0.0019568693509935588 -0.0018366109939984389 -0.0001161567973890941 0.0016270474507651665 0.0017953326536299149 -0.0018583979047302099 -0.00075678537175055162
leaf_weight=1.7262991779134611 2.0857228329405184 0.24470461672171939 0.73431480547878869 0.9937354882713415 0.15112511627376068 1.9526804063934853 0.59554736968129873 2.4183707585325465 0.29605945385992338 0.88234102877322573 0.44677845912519831 0.73927680240012494 0.63797952421009529 0.66140283085405815 0.37506431899964843 0.40762629802338768 0.079691112041473278 0.17366253677755583 0.44333021622151125 0.41591261402936652 0.86742153938394029 1.3036383593571352 1.8596179417800156 0.16714399273041625 0.83704511338146392 0.50325212744064618 0.16867204010486592 0.066552415257319808 0.65540957113262255 1.3018042382318553
leaf_count=787 286 14 60 87 3 54 18 89 15 32 51 32 20 11 8 14 1 3 8 99 152 262 122 12 612 28 7 2 141 91
internal_value=0 0.000262202 -0.000421816 8.0665e-05 0.00110652 0.000125074 -0.000749647 -0.000727491 -5.4727e-05 0.000131505 0.000320711 0.000456078 0.000571949 0.000409255 0.000609623 2.66389e-05 -0.00084112 -0.00116849 0.000538762 -0.0004235 -0.00103309 -0.00148635 0.00124844 -0.00137613 -0.000841627 -0.00119062 -0.000402105 -0.000617447 -0.00152159 -0.000307496
internal_weight=0 12.6402 11.552 10.4034 2.23685 4.14179 1.32986 7.41017 9.40965 7.60795 6.72561 6.27883 5.98277 5.34479 4.68339 2.44871 1.8017 1.55699 2.81192 0.859243 4.9918 1.38333 2.23468 3.23374 1.50744 1.3403 1.75806 1.58938 0.721962 2.04108
internal_count=3121 1052 2069 763 289 239 78 1830 676 396 364 313 298 278 267 137 280 266 161 107 1741 263 130 1439 652 640 302 295 143 123
is_linear=0
shrinkage=0.00182977


Tree=320
num_leaves=31
num_cat=0
split_feature=4 12 151 13 151 9 15 1456 52 52 4 15 453 42 1 42 52 160 13 1213 160 15 402 12 4 1 15 2 41 4
split_gain=1.57875 1.02108 0.805891 0.755486 0.631287 0.625041 0.567909 0.562382 0.542952 0.640834 0.603512 0.699236 0.541849 0.448294 0.693317 0.675448 0.54291 0.726843 0.681705 0.580163 0.508044 0.497792 0.494087 0.395289 0.522723 0.668324 0.749245 0.38131 0.348548 0.336769
threshold=0.27287000000000006 0.051320000000000005 -0.27559499999999998 -0.47860499999999995 -0.086769999999999986 -0.036024999999999995 0.035560000000000008 0.091180000000000011 0.19022000000000003 0.096795000000000006 -0.46376499999999993 -0.095869999999999983 1.0000000180025095e-35 -1.0000000180025095e-35 0.13021500000000003 0.091735000000000025 -0.15275999999999998 -1.0000000180025095e-35 -0.017449999999999997 -1.0000000180025095e-35 0.092865000000000017 0.19724500000000003 -0.50169499999999989 0.099400000000000002 -0.083644999999999983 0.08844500000000001 0.091295000000000015 0.091055000000000011 0.08178500000000001 0.24564500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 -3 -1 -6 8 12 9 10 -7 27 28 22 15 16 -15 18 -18 -19 23 -17 -5 24 -21 26 -26 -12 -4 -24
right_child=2 3 7 13 5 6 -8 -9 -10 -11 11 -13 -14 14 -16 21 17 19 -20 20 -22 -23 29 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00069114028994722229 -0.0010699616677618319 0.00044935548434823027 0.00099853029115515735 0.00048721273067912235 0.0012772813465159734 -0.0011179171845570499 -0.00089369581302029661 -0.0009033279794585595 -0.00099351698279483928 0.00091216779053131898 -0.0010888419336225745 0.00023100500420035944 -0.00075473262028042656 -0.0012074448461868207 0.00084456870203643123 -0.0011820080374608387 -0.0011015189372814444 -0.0012032225238329528 0.0003013580277919977 0.0012458153222046876 -0.00063164198107177705 0.0006192161079055543 -0.0012182853163897867 -0.00056474676802760178 -0.0010151309187355774 0.0010516251836033882 0.0009229446665900956 -8.0475655223068434e-05 0.00018696307915506809 7.9877195673837645e-06
leaf_weight=1.7039291076362122 0.44695225823670615 1.2762409867718805 3.4490411465521893 0.32747623953036997 0.46325029828585407 0.72885200381278537 1.2701024520210928 0.33057967573404301 0.80216387053951699 1.0497473301365978 1.0335549830924669 5.8926737913861942 0.33579689729958762 0.85365985985844872 0.60681007802486497 2.2884456951869665 1.8407207743730349 0.46734837780240912 0.67719943099655244 1.0391735588200393 0.85705805011093605 0.24252998642623413 2.5175936949672173 0.52802686463110138 0.81843253690749829 0.81215855060145248 0.43748921318911016 1.1133191138505933 0.96878882916644204 0.36670576012693334
leaf_count=78 15 20 280 22 36 50 56 11 36 24 35 192 8 184 21 489 413 130 23 13 63 4 682 16 89 21 8 51 38 13
internal_value=0 -0.000225944 0.000469128 -0.000432908 8.98589e-06 -8.5103e-05 -0.000138181 0.000604429 -4.78282e-05 2.94367e-05 -7.62433e-05 1.81931e-05 0.000709282 -0.000509605 -0.000399053 -0.000468527 -0.000304212 -0.000201097 -0.000724213 6.44774e-05 0.000196359 -0.00100941 -0.000904381 0.00039157 0.00055408 0.000206495 -0.000340019 -0.000565927 0.000820561 -0.00106238
internal_weight=0 30.0147 5.53116 15.9571 14.0576 12.3537 11.8904 5.08421 10.6203 9.81815 8.7684 8.03955 4.75363 14.6808 11.4691 10.8622 8.33127 7.47761 2.51792 4.95969 4.49234 2.53098 3.21178 3.63528 3.10725 2.06808 1.25592 2.14687 4.41783 2.8843
internal_count=3121 2769 352 2211 558 480 444 337 388 352 328 278 326 2191 1474 1453 960 776 436 340 210 493 717 147 131 118 97 86 318 695
is_linear=0
shrinkage=0.00119551


Tree=321
num_leaves=31
num_cat=0
split_feature=1 484 15 51 151 52 0 52 151 160 403 457 11 3 3 15 1 11 13 47 3 0 51 474 43 12 15 13 43 13
split_gain=1.59019 0.775704 0.834776 0.69717 0.659212 0.578004 0.686542 0.564269 0.570368 0.56201 0.652385 0.544909 0.598985 0.657367 0.602478 0.54583 0.667697 0.394582 0.423351 0.799016 0.7601 0.533678 0.354706 0.346503 0.358459 0.456851 0.322995 0.511896 0.412251 0.397438
threshold=0.104035 -0.0068949999999999992 0.084050000000000014 -0.10748999999999999 0.15288500000000002 -0.24456499999999998 -1.0000000180025095e-35 0.19022000000000003 -0.50825999999999982 -0.091944999999999985 0.090990000000000015 -0.0029299999999999994 0.081790000000000015 -0.10831999999999999 -0.034684999999999994 0.083935000000000023 0.089875000000000024 0.088710000000000011 -0.076384999999999995 0.10648500000000001 0.12178000000000001 -0.10836499999999999 0.081440000000000026 0.084660000000000027 -0.066504999999999995 -1.0000000180025095e-35 0.095175000000000023 -0.095304999999999987 -0.17390999999999998 0.17001000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 26 -2 7 8 -7 -5 11 -11 13 -13 15 16 -15 18 -10 20 -20 -21 -18 24 -16 -26 27 -4 29 -29
right_child=5 2 4 9 -6 6 -8 -9 17 10 -12 12 -14 14 23 -17 22 -19 19 21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0013538454390831282 -0.0005350557021484945 -0.0015186436371436387 0.00041961150791322425 -0.00093040107635282703 0.0012993397091252432 -0.00137046498566329 0.0015506516881202271 -0.00070618079262534908 0.001099269770083771 -0.00085705021033700502 -0.0015449516665598448 0.00095067021009677833 -0.0012617603723718844 -0.0013707038929156961 0.00095892187762273669 0.0017295019123235414 -0.00062617940491867415 -0.00042410333549385557 0.0011711204030242204 -0.0015424658981826361 -0.00051446656544558303 0.00031590624789272617 0.0016137040539983779 0.0014575265997984253 -0.0010753771818546665 0.00026044525594772568 -0.0015579942696878489 0.0010538184414912337 -0.0015044287345342801 -0.00152491437092473
leaf_weight=1.6160175030818198 1.5556900831870724 0.74164907413069237 0.69255339074879874 1.3995575768640272 0.29966423287987698 0.37274554651230296 1.117535181576385 1.0817375858314324 2.7515307079302112 1.1156757281860308 0.53730294085107821 2.7395904560107702 0.56424917012918818 1.3987864943919674 1.1704068586695937 0.21190076740458597 0.32011064945254464 0.88264195667579759 2.4723735654261003 0.67746593011543155 0.79017369123175729 0.70666905236430444 0.31294788047671318 0.58024542336352158 0.70440366480033878 3.0729016438126635 1.4830542345298452 0.33230704301968206 1.415339702740311 0.22390936757437885
leaf_count=427 95 148 39 170 3 13 99 58 197 82 69 68 46 282 55 10 41 27 137 18 19 28 4 15 54 62 276 14 529 36
internal_value=0 -0.000358133 -0.000274832 -0.000104753 -0.000843556 0.000317791 0.000440042 0.000312553 0.000439899 -3.05316e-05 6.8413e-05 0.000139519 0.000239906 0.000320516 9.83818e-05 -0.000555446 -0.000793743 0.000521389 0.000634191 0.000358794 0.000762879 -0.000593675 0.000481091 0.000363765 0.000235493 1.13369e-05 -0.000998397 -0.000686881 -0.00107556 1.57289e-05
internal_weight=0 20.9326 19.3166 14.8697 4.44683 12.4086 10.8529 9.73534 8.6536 14.1281 12.7285 12.1912 11.0755 10.5113 7.7717 2.24375 2.03185 8.28085 7.39821 4.64668 3.26255 1.38413 0.633059 5.52796 4.94771 3.77731 4.14716 2.66411 1.97156 0.556216
internal_count=3121 2430 2003 1106 897 691 596 497 439 958 788 719 637 591 523 337 327 426 399 202 156 46 45 186 171 116 894 618 579 50
is_linear=0
shrinkage=0.00149608


Tree=322
num_leaves=31
num_cat=0
split_feature=1 47 12 3 3 15 51 151 474 15 50 51 474 151 52 16 15 12 15 4 475 159 0 4 43 150 1 0 43 0
split_gain=1.55361 0.663877 0.618178 0.69002 0.724181 0.534743 0.47724 0.447063 0.434587 0.449468 0.429171 0.434415 0.46466 0.407825 0.407341 0.390467 0.334998 0.498985 0.46963 0.422072 0.311164 0.302087 0.349752 0.406566 0.302086 0.387831 0.340256 0.667761 0.293366 0.307981
threshold=0.104035 0.087885000000000019 0.084100000000000022 0.10732000000000001 -0.097604999999999983 0.084050000000000014 0.123935 -0.40381499999999992 -1.0000000180025095e-35 1.0000000180025095e-35 0.07826000000000001 -0.10748999999999999 0.084660000000000027 -0.0093999999999999986 0.13796000000000003 -0.5048999999999999 0.088345000000000021 0.088615000000000013 0.088495000000000018 -0.077834999999999988 -0.081364999999999979 0.091235000000000024 -0.060129999999999996 -0.49013999999999996 -0.079109999999999986 0.11235000000000002 0.09253500000000002 -0.084044999999999995 0.0051600000000000005 -0.10151999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 5 4 15 10 7 -2 -9 14 11 -1 24 -11 20 -4 -6 19 -19 -18 -10 22 -17 -24 26 28 27 -13 29 -26
right_child=1 -3 3 -5 16 -7 -8 8 9 13 -12 12 -14 -15 -16 21 17 18 -20 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0015642180635876753 -0.0010729857177298456 -0.00012007785963452647 0.0016152522085570691 0.00050289693583050702 -0.0014659147533126133 -0.0015614058674489279 -0.0003197022720600043 -0.00094588508357735536 -0.00051494697561407744 0.0014412093145340424 -0.0012642062434349748 -0.0015797327231371467 0.0012019515971413196 -0.00033726972621435358 -0.00024941900866105025 -0.00093393452342855861 -0.0015484385456758986 0.0014834354508742886 -0.0015549771931346104 0.0011581827454800067 0.0015305218472980327 -0.0015935869588462014 -0.0010032021937836275 0.00083486972135882469 -0.00026076361436762981 0.0010546816019399179 0.001460634110883554 0.0007468887726605367 0.00040014008739892588 -0.0013246711353077025
leaf_weight=0.35489591769873907 0.28305857442319382 4.2496260539628565 0.25815434101969037 1.0854629557579745 3.1683554691262517 0.5472820005379625 1.0258931778371332 0.28436942829284806 0.18622999172657762 0.45793792651966214 0.58529789256863374 0.40244806150440138 0.93002494587562967 0.92640051105990984 0.38048707041889418 0.84725233563222091 0.18946023745229468 0.13547391036991019 1.1243750246358102 0.49394355970434833 3.4768904154188913 0.40672811679542054 0.3977913297712804 1.0179059165529909 2.1988576489966341 0.53291675075888623 0.63956292928196479 1.0800185455009323 0.96246023639105249 0.91614395740908428
leaf_count=54 10 181 8 19 1033 108 36 24 6 28 69 69 34 35 24 125 75 8 433 26 347 47 48 25 76 10 48 22 41 52
internal_value=0 0.000360861 -0.000366929 -0.000650863 -0.00080664 -8.37703e-05 0.00065195 0.000818214 0.000911927 0.00100926 1.02339e-05 0.000103273 0.000180505 0.00025105 0.00126883 -0.000195263 -0.00115683 -0.000652875 -0.00122825 0.000407825 0.00142653 -0.000370337 -0.000150478 0.000318397 3.94013e-05 -0.000182153 0.000520757 0.000115276 -0.000343805 -0.000573666
internal_weight=0 11.2709 18.2748 9.1249 8.03944 9.14991 7.02127 5.99537 5.71232 5.42795 8.60263 8.01733 7.66243 1.38434 4.04361 2.92783 5.11161 1.94325 1.25985 0.683404 3.66312 2.66968 2.26295 1.4157 6.73241 4.61038 2.12203 1.48247 4.07746 3.115
internal_count=3121 691 2430 1847 1828 583 510 474 464 440 475 406 352 63 377 253 1575 542 441 101 353 245 198 73 318 179 139 91 169 128
is_linear=0
shrinkage=0.00154168


Tree=323
num_leaves=31
num_cat=0
split_feature=1 457 0 1 15 52 52 0 3 457 16 159 4 43 2 3 43 151 133 13 49 3 2 47 4 4 3 2 2 159
split_gain=1.56328 0.74483 0.752531 0.724165 0.604032 0.54415 0.605549 0.549203 0.534345 0.555485 0.527007 0.519161 0.680727 0.739094 0.730607 0.623542 0.494768 0.515209 0.415606 0.434169 0.581416 0.615262 0.59056 0.413469 0.613713 0.584697 0.428947 0.410843 0.48081 0.356589
threshold=0.104035 0.080930000000000016 -0.060129999999999996 1.0000000180025095e-35 0.090615000000000015 0.19022000000000003 -0.43320999999999993 1.0000000180025095e-35 0.090900000000000009 0.093100000000000002 -0.51370499999999997 0.10916000000000002 -0.49405499999999997 -0.52440999999999993 0.10731 -0.116045 -0.40263499999999991 -0.50825999999999982 -0.37971999999999995 -0.023499999999999997 0.0093850000000000027 0.12178000000000001 0.11389000000000002 0.092530000000000015 0.033845000000000007 -1.0000000180025095e-35 -0.12018999999999998 0.084055000000000005 0.083995000000000014 -0.22563499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 10 23 6 -2 16 9 -3 -1 12 13 -4 -14 -16 -8 -18 -19 -20 21 22 -21 24 25 -5 -25 28 -12 -7
right_child=5 8 11 4 -6 29 7 -9 -10 -11 27 -13 14 -15 15 -17 17 18 19 20 -22 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=0.0004571434643620535 -0.0018890729767686416 0.00029494376493166064 0.0011444804704769443 2.8010613327096282e-05 -0.0018916590223878415 0.00011849679391200876 -0.0014924730898010405 0.0019202964677803662 0.0012562218018353586 -0.0017888239670388419 -0.0012912632203678307 -0.0019659265288184298 0.001254808642988122 -0.0015699238696042321 0.00074554253777998891 -0.0019149872301188553 -0.0017582145487057368 -0.0014104051530248645 0.0012477739097759178 -4.2167535191098641e-06 0.0015417477682020768 -0.0012182643599022932 0.0018134442292226996 0.0014203960707079089 0.0013425665674865928 -0.0018040959741947862 -0.0018519847147926438 -0.0018918131082453452 0.0021348804527613896 -0.0018156349671451541
leaf_weight=0.46319447970017957 0.35117014078423281 1.8199673870112745 0.48174518533051003 2.8880688527133316 0.91213301673997182 0.75752954045310616 0.42903035786002597 1.0013033773284394 1.336635277373716 0.59100958600174625 0.5153886037878691 0.4541513028088956 2.174123225035149 1.2773876605788244 0.63272358570247877 0.59710550389718253 0.32348214089870175 0.33224915806203448 3.3393512902548483 2.4382753055542836 1.1996978200040755 0.99189718393608917 0.8374378562439232 0.16665848344564438 0.92869951855391253 0.76926796766929362 0.86326536117121555 3.642021109466441 0.19760871632024646 0.59236104413866886
leaf_count=15 68 94 8 235 191 38 10 99 30 56 114 28 56 99 11 94 13 11 243 84 35 23 46 5 32 52 86 1214 10 21
internal_value=0 -0.000444268 -0.00061072 -0.000887468 -0.000482158 0.000390062 0.00052456 0.000602373 0.00030918 -0.000215856 -0.00143661 -5.17158e-05 0.000116661 -0.000826574 0.000604116 -0.000546195 0.000468961 0.000557893 0.000639874 0.000717225 0.000393174 7.02905e-05 0.000460469 -0.00025323 -1.31041e-05 -0.000357347 -0.00132246 -0.00163803 -0.0003417 -0.000730242
internal_weight=0 20.7112 16.9635 11.3463 6.52809 12.5938 11.2439 10.8927 3.74761 2.41098 4.81821 5.61724 5.16309 1.75913 3.40395 1.22983 9.89142 9.46239 9.13891 8.80666 5.46731 4.26761 3.27571 5.61596 4.58604 3.65734 1.02992 4.35502 0.712997 1.34989
internal_count=3121 2430 2250 1954 601 691 632 564 180 150 1353 296 268 107 161 105 465 455 442 431 188 153 130 410 319 287 91 1338 124 59
is_linear=0
shrinkage=0.00186744


Tree=324
num_leaves=31
num_cat=0
split_feature=160 484 150 1213 1 48 42 132 376 474 15 42 454 475 475 33 15 151 48 1374 15 52 1 3 133 52 123 16 0 16
split_gain=0.270698 0.284722 0.395034 0.288675 0.248591 0.362871 0.287607 0.426268 0.268427 0.25212 0.263562 0.245292 0.24469 0.241235 0.234605 0.236203 0.259757 0.394427 0.288751 0.256192 0.246587 0.241802 0.231803 0.209558 0.290286 0.282034 0.192928 0.192467 0.184784 0.211034
threshold=-0.40698999999999991 -0.0068949999999999992 0.097210000000000005 -1.0000000180025095e-35 0.11551000000000002 0.12737000000000001 -1.0000000180025095e-35 0.081465000000000024 0.091135000000000008 -1.0000000180025095e-35 -0.24436499999999997 0.11159000000000001 -1.0000000180025095e-35 -0.086004999999999984 -0.084444999999999978 -1.0000000180025095e-35 0.095175000000000023 0.084990000000000024 0.097025000000000014 -0.094929999999999987 -0.094549999999999981 0.11434500000000002 1.0000000180025095e-35 0.10732000000000001 0.094195000000000015 -0.0064899999999999992 0.087755000000000014 0.25084500000000004 -0.20211999999999997 -0.042349999999999992
decision_type=2 2 2 2 2 2 2 2 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 26 13 5 6 7 8 -5 -8 -11 12 -12 -3 -14 -16 18 -18 19 -17 -21 23 -9 24 25 -22 -2 -1 -6 -30
right_child=1 3 -4 4 28 -7 9 22 -10 10 11 -13 14 -15 15 16 17 -19 -20 20 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0032008650933215113 -0.0031188553217181714 0.0034963208524295777 0.0023629426608469555 -0.0031020982902455097 -0.0013514080771765851 -0.0036103767726176411 -0.0036341709973636564 -0.0034451167814960049 0.0021600075339296204 0.003267101282039467 -0.002476028887833469 -0.0032811536965847007 -0.0024081978859520326 -0.0030284507816794449 -0.0029988644878311457 -0.0016824952051043762 -0.0035498555350031193 0.0026087080836657019 0.003076553525705612 0.0025616031532056985 -0.0007374383804782305 -0.002331854464410461 0.0027605164705459279 0.0023687997255592199 -0.0035686978103009795 0.0016232040570929303 0.0031451113810142682 0.0035757366099633476 0.0025523062602436563 0.00045233187821231959
leaf_weight=0.47859815260744731 0.83898637848324031 0.076274942606687546 0.22793831775197759 0.92474351295094936 0.29620931769022751 0.31785160666913803 0.18070627715496002 0.088038346904795506 0.1298664091154933 0.37432615563738547 0.32583678723312104 0.21575833528186183 0.29883558696018653 0.52273316521313518 0.1972382302628749 0.46736629903897764 0.35945750834071066 0.18504595209378749 0.70438629877753545 0.92817538056987681 0.97246541691128685 0.3056331236148252 0.35918836743803695 0.81578601978253562 0.20167647083871987 1.5296646389179533 0.062028709799051285 0.054877703660167754 1.1528072030632761 1.0971242164960118
leaf_count=238 477 4 16 405 19 29 79 59 5 33 38 117 77 444 28 26 62 7 52 64 211 21 38 49 51 125 9 2 209 127
internal_value=0 -1.676e-05 -0.0016679 0.00012633 0.000238339 -7.70724e-06 0.000112022 -0.00126504 -0.00245411 0.000368539 0.000460311 0.00032036 0.000426929 -0.00219762 0.000562721 0.000695889 0.00080853 -0.00145691 0.00101672 0.000738803 0.000976871 0.000592343 0.00153891 0.000846273 0.0003869 0.000705729 -0.00268762 -0.00250377 0.00119329 0.0015283
internal_weight=0 14.1561 1.12895 13.0272 12.4282 9.88205 9.5642 1.50184 1.05461 8.06236 7.88165 7.50733 7.29157 0.599008 6.96573 6.6669 6.46966 0.544503 5.92515 5.22077 4.7534 3.82523 0.447227 3.51959 2.70381 2.50213 0.901015 0.533476 2.54614 2.24993
internal_count=3121 2881 502 2379 1931 1576 1547 507 410 1040 961 928 811 448 773 696 668 69 599 547 521 457 97 436 387 336 486 240 355 336
is_linear=0
shrinkage=0.00342736


Tree=325
num_leaves=31
num_cat=0
split_feature=3 124 124 1456 38 1365 4 47 128 1456 156 158 1213 41 452 15 15 43 483 13 4 52 151 160 49 48 1 13 1 0
split_gain=0.246547 0.272029 0.261709 0.28814 0.262411 0.261609 0.278382 0.29016 0.246135 0.234008 0.23238 0.223902 0.192663 0.199129 0.19254 0.182701 0.196928 0.217388 0.21464 0.200082 0.199616 0.417833 0.198173 0.238533 0.200073 0.187329 0.18154 0.178296 0.198004 0.287548
threshold=0.31299000000000005 -0.31141499999999994 -0.043384999999999993 1.0000000180025095e-35 0.095410000000000009 1.0000000180025095e-35 0.24564500000000003 0.12431000000000002 0.086435000000000012 -1.0000000180025095e-35 0.10499000000000001 0.09031500000000002 -0.082704999999999987 0.078475000000000017 0.085195000000000007 -0.095869999999999983 0.091650000000000023 -0.090299999999999991 0.049115000000000006 -0.28558999999999996 -0.49405499999999997 0.11008000000000001 0.10280000000000002 -0.24498999999999996 -0.087004999999999985 -0.40315499999999993 0.098700000000000024 0.05868000000000001 0.11955000000000002 -0.17169499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 5 26 6 8 27 9 14 11 12 -11 15 -4 -14 18 -18 20 -19 21 -17 23 -22 -25 -21 -1 28 29 -8
right_child=1 -3 3 -5 -6 -7 7 -9 -10 10 -12 -13 13 -15 -16 16 17 19 -20 25 22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00040915329067330681 -0.0032832578354950424 0.0030455201412867682 -0.0030508880301743794 -0.0030419694201457132 -0.0030672701293844888 -0.0030800289848969143 0.0020870002381538767 -0.0021338725135433456 -0.003076534188980214 -0.003037274812702221 -0.0030750278838961457 -0.0027624394121431241 -0.0012345590583925905 -0.0026844812340919267 0.0031916526201788073 -0.0031394404212416113 0.0015229176456838436 0.0026775942568251221 -0.0021646664198789896 0.0030036789551015791 -0.003057380845526216 0.0018636814525005779 -0.0022104911597338366 -0.00099726257142589061 0.0012778047531350897 -0.0027991227172287484 0.0028338383522650687 0.002993957485793198 0.003073455384742298 -0.00073285574248427516
leaf_weight=0.57071789872133816 0.073447570204734802 0.39744072651956308 0.41773803964314282 0.3399923450197101 0.12145498933386978 0.28522093119681891 0.51550320850219611 0.27731371182017017 0.30070078039716541 0.18669195100663838 0.24630867088853925 0.27799240978492878 0.77707213474786119 0.23268148285569612 0.050555568188428879 0.35064202730426597 0.24633222751435824 0.082635559607297182 0.25886206993891381 0.05545324576087296 0.13031299342400604 0.26944058673689142 0.18541375087806944 0.38501735770841339 4.2194923092757097 0.60244332658476185 0.55685555771924555 0.39125018194317807 0.27659032359952096 0.91763994342181954
leaf_count=54 1 119 263 268 24 46 44 16 179 214 122 67 137 64 1 52 38 3 74 2 62 8 31 31 633 226 160 44 58 80
internal_value=0 0.00205838 -0.00016544 -0.000299459 0.00115211 -0.000221361 -0.000151398 0.000770753 -0.000387836 -0.000297754 -0.000183295 -9.70705e-05 -4.24836e-06 6.83858e-05 -0.00237696 0.000153079 0.000311977 -0.000935631 0.000524287 -0.00175345 0.000649924 -0.000965465 0.000853506 0.000973491 0.00108757 -0.00231001 0.00160659 0.00115414 0.000733123 0.00028145
internal_weight=0 0.470888 13.5283 12.2793 1.24903 11.9393 11.6541 2.3783 9.27579 8.97509 8.50679 8.26048 7.98249 7.7958 0.468294 7.56312 6.78605 0.986864 5.79918 0.740532 5.54032 0.620083 4.92024 4.73482 4.60451 0.657897 1.12757 2.10098 1.70973 1.43314
internal_count=3121 120 3001 2763 238 2495 2449 242 2207 2028 1764 1642 1575 1361 264 1297 1160 269 891 231 817 60 757 726 664 228 214 226 182 124
is_linear=0
shrinkage=0.00302119


Tree=326
num_leaves=31
num_cat=0
split_feature=1 52 12 151 484 3 3 483 47 50 2 4 123 38 1 2 0 2 43 15 42 15 132 1212 42 12 47 151 457 13
split_gain=1.20302 0.736453 0.593842 0.590037 0.583345 0.547513 0.783825 0.541754 0.511486 0.544503 0.492489 0.599023 0.45762 0.431333 0.394091 0.390288 0.370592 0.461177 0.441289 0.429035 0.430478 0.42411 0.377454 0.373261 0.348551 0.374889 0.448 0.297884 0.290254 0.340119
threshold=0.094385000000000011 -0.43320999999999993 -0.064509999999999984 -0.40381499999999992 -0.0068949999999999992 -0.12018999999999998 0.090900000000000009 0.10297500000000001 0.13148500000000005 0.10965000000000001 0.11448000000000001 -0.033174999999999989 1.0000000180025095e-35 0.12566000000000002 0.14089500000000002 0.092365000000000017 -0.10096999999999999 0.091055000000000011 -0.084004999999999982 0.083935000000000023 0.083995000000000014 -1.0000000180025095e-35 0.12527000000000002 -0.50120999999999993 -0.11051499999999999 0.10312500000000001 0.096300000000000011 0.06617000000000002 0.082380000000000009 -0.47860499999999995
decision_type=2 2 2 2 2 2 2 2 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 13 -4 -1 -6 12 8 9 10 11 -5 15 -3 -10 16 17 21 19 -18 22 -7 -21 -20 -13 26 -26 -12 29 -8
right_child=1 2 3 7 5 6 28 -9 14 -11 27 24 -14 -15 -16 -17 18 -19 23 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0018236334472916888 -0.0018223519223513247 0.0013326740023798039 -0.0017717221357630196 -0.001100438385264788 0.0003156184018926577 -0.0018508681646105245 0.00072939421370943087 -0.0017427991117312191 -0.0016382877507553331 -0.00129803407870721 0.0016061904516369134 -0.00093785420359889697 0.00047922873476352119 -0.0014459975477907844 0.00025572287125345995 -0.0016823017186635742 -0.0014164069922918319 0.0015181690000507866 0.000781231507468984 -0.0018257882636062356 0.0017684674198091348 0.00046343024874754272 0.0016886251374649078 -0.0018314799571032706 0.00086519587798306659 0.0016716252991337054 -0.00060991831021142608 -0.00016565831900900799 0.0012407044143524159 -0.00083447787204147866
leaf_weight=0.98086741077713568 0.52852442034054448 2.3892175235087048 0.49026395473629136 0.80694879731162839 2.8550852136686435 0.49581648700404901 0.85482766199857008 0.42368932743556875 0.68907655030489035 0.50847003911621858 1.9430598544422539 0.4452471924014344 0.75298040220513929 0.19631230644881714 0.73965945234522223 1.9608639038051476 0.66864268970675567 0.46080849447753269 0.19587626727297713 0.31693858990911394 0.43823776440694928 0.53413541498593753 0.14447360998019576 1.8988695453154005 2.2812264340464075 1.0519500507507471 0.94572940445505072 0.3661785153672098 0.74289343133568753 0.95732886297628295
leaf_count=397 119 275 19 56 137 38 16 39 26 62 141 10 38 6 15 464 146 10 18 83 18 19 3 732 86 42 34 13 16 43
internal_value=0 0.000263683 0.000346722 0.00015931 -0.000482601 -0.000383536 -0.000575055 0.000252114 0.000338559 0.000509059 0.000626254 0.000334433 -0.000856669 0.0011217 -0.000657755 -0.000998054 -0.000737718 1.97407e-05 -0.00104598 -0.00032313 0.000489422 -0.000650668 -0.000725384 -0.00158717 0.000579528 0.000737421 0.000432882 0.00132523 0.000292107 -9.67706e-05
internal_weight=0 13.8056 13.277 10.6915 14.2586 13.2778 10.4227 10.2012 9.77755 8.34881 7.84034 5.5311 7.86764 2.58553 1.42874 7.11466 5.1538 1.49076 3.66304 1.56829 0.89965 1.02995 0.461412 2.09475 4.72415 4.27891 3.22696 2.30924 2.55505 1.81216
internal_count=3121 943 824 543 2178 1781 1644 524 485 444 382 228 1569 281 41 1531 1067 67 1000 250 104 57 86 750 172 162 120 154 75 59
is_linear=0
shrinkage=0.00180201


Tree=327
num_leaves=31
num_cat=0
split_feature=1 484 150 1374 42 151 1375 1374 14 457 4 52 9 1 0 3 0 16 16 4 52 13 160 1212 15 12 0 2 16 0
split_gain=0.242839 0.261659 0.236051 0.216693 0.22239 0.205764 0.2234 0.239031 0.205253 0.211146 0.324071 0.258425 0.201901 0.234231 0.21225 0.199615 0.25112 0.278371 0.244886 0.193777 0.304256 0.174713 0.161736 0.161339 0.157956 0.194308 0.148281 0.208148 0.144805 0.290629
threshold=0.094385000000000011 -0.0068949999999999992 0.080470000000000014 -0.094929999999999987 -0.095859999999999987 0.10561000000000002 -0.43996499999999994 0.087110000000000007 0.062655000000000016 0.082380000000000009 -0.083854999999999985 -0.088204999999999992 -1.0000000180025095e-35 0.10752500000000002 -0.014954999999999998 -0.15956499999999998 -0.10096999999999999 -0.014034999999999997 -0.51370499999999997 -0.49405499999999997 0.10347000000000002 -0.07743499999999999 0.085045000000000023 -0.50120999999999993 0.088345000000000021 0.051320000000000005 -0.053834999999999994 0.10327000000000001 -0.071854999999999988 -0.20211999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 12 -3 -5 6 -4 -8 9 10 19 -11 -2 22 28 -12 17 18 -17 20 -6 -21 -14 -18 25 -23 -25 -28 29 -15
right_child=2 3 5 4 8 -7 7 -9 -10 11 15 -13 13 14 -16 16 23 -19 -20 21 -22 24 -24 26 -26 -27 27 -29 -30 -31
leaf_value=-0.0034365597319109091 0.0035547765858014542 -0.0035681681788496842 -0.0015460160531429728 -0.0031351174588646275 -0.003522739720626368 -0.0022713157073645882 0.0028978814303655376 -0.0018429251746592263 -0.0034488181494408362 -0.0014249016503279637 0.0035406678204938729 0.0026478131324026342 -0.0017492243901587933 -0.0020808266154018441 0.0032263708337874229 0.0019403230868264274 0.001548172425168363 0.0026805217685200318 -0.0020088594323169093 0.0027019063375702769 0.0010609540541539945 0.001297985948691934 0.0017452308054421441 -0.0033244029994777997 0.0030469349378370253 -0.0021511272224917894 0.0035275190339669809 -0.0034614609083405468 -0.00065399227465699316 0.0014743194252091587
leaf_weight=0.34516598084883288 0.17865691790939298 0.2404337738698813 0.19221789319999505 0.30030050466302771 0.28851742437109384 0.15291084977798153 1.1472862886730579 0.13807017577346403 0.20895430471864518 0.25084676544065587 0.10332000348716963 0.64409431643434789 1.2199650166148783 0.33077428175602119 0.27205061604036052 0.23738456971477706 0.11050538823474232 0.29276788048446167 0.77911331274663087 0.62729112777742568 0.40107763389823958 0.40320814354345125 0.17556479142513115 0.9390951271052469 0.20486151109798811 0.35670362957171164 0.095637233927846954 0.10208958893781528 1.5557809319871012 1.370262178010307
leaf_count=397 58 38 5 176 37 22 186 14 50 24 4 41 230 25 73 13 24 17 111 34 18 19 26 920 21 179 3 52 172 132
internal_value=0 -0.000547472 0.000360204 -0.000396062 -0.000275874 0.00148776 0.00187678 0.00238863 -0.000133845 -1.51653e-05 -0.000290701 0.00150625 -6.23884e-08 -0.000129032 0.000337839 -0.00109808 -0.00128555 -0.000244225 -0.0010866 0.000650526 -0.000856803 0.00130342 -0.0013096 -0.00237858 0.000394127 -0.000321033 -0.00276028 -8.10055e-05 9.65518e-05 0.000783005
internal_weight=0 6.93137 6.73354 6.5862 6.34577 1.63049 1.47757 1.28536 6.04547 5.83651 4.94157 0.894941 5.10305 4.9244 3.52887 2.65991 2.55659 1.30927 1.0165 2.28166 0.689595 1.59206 1.39553 1.24733 0.964773 0.759912 1.13682 0.197727 3.25682 1.70104
internal_count=3121 2178 943 1781 1743 227 205 200 1567 1517 1452 65 716 658 402 1144 1140 141 124 308 55 253 256 999 219 198 975 55 329 157
is_linear=0
shrinkage=0.00340407


Tree=328
num_leaves=31
num_cat=0
split_feature=1 52 3 0 1 47 12 4 3 50 43 457 13 15 48 1 15 51 51 4 15 43 47 160 43 15 15 4 47 4
split_gain=1.85608 0.874825 0.828426 1.09306 0.868486 0.733645 0.707271 0.691224 0.616401 0.597772 0.580818 0.550925 0.660702 0.514007 0.735779 0.632109 0.470116 0.516757 0.682756 0.581864 0.591401 0.598853 0.496355 0.402479 0.37445 0.310349 0.600114 0.491054 0.30673 0.311445
threshold=0.099195000000000019 -0.43320999999999993 0.090900000000000009 -0.060129999999999996 1.0000000180025095e-35 0.10019500000000002 0.09334000000000002 -0.49013999999999996 0.16158000000000003 0.11843500000000001 -0.45785999999999999 0.082380000000000009 -0.47860499999999995 0.035560000000000008 0.12879500000000002 0.11146500000000002 0.090615000000000015 0.089355000000000004 0.045645000000000005 0.033845000000000007 0.090455000000000021 -0.17390999999999998 0.077555000000000013 -0.26568499999999995 -0.023869999999999995 0.083935000000000023 0.084050000000000014 -0.014149999999999998 0.13855500000000001 0.09173000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 25 9 7 10 24 13 -5 12 -4 14 23 -15 17 18 19 20 21 -6 -21 -3 28 -1 -27 -28 29 -7
right_child=1 5 11 6 16 8 -8 -9 -10 -11 -12 -13 -14 15 -16 -17 -18 -19 -20 22 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0013427491625648252 -0.0013443660128535121 -0.00089859148193503942 0.00059748251706551669 0.00063073038520020954 0.00059730588635080787 -0.00035005679981342313 -0.0010794013809978401 0.00070499227088235061 0.0010917848793463298 -0.00087865412070632296 -0.0013495698865825317 0.00088386054133284615 -0.00076424565669645501 -0.0010421898054931078 -0.00052214196765279454 0.00057537527263659682 -0.00133883037801981 -0.0012695306977157906 0.00081598987188229448 0.0011942730071392482 0.0015219821182069864 -0.0012273076392617271 -0.00045082968803997322 0.00095408516153473667 -0.00075683574571398207 0.0014033350888081647 -0.0013351429555232429 -4.2138570129846059e-05 -0.0007379037037165381 0.00096592638253359322
leaf_weight=3.2047133486485126 0.5761749935336401 0.21333343908190361 1.1141792200505736 0.43380825780332088 0.38151272479444798 0.53122549201361857 0.76645893161185075 2.5269858592655536 0.62408973975107063 0.50554969348013479 0.65443660027813189 1.3305264231748877 1.4371070646448054 0.67922680545598257 0.71401324495673169 1.1392714402172712 0.75699389132205386 0.72628309531137336 1.1672370620071886 0.64719922444783129 0.18972210038918991 1.8690482459496711 0.64499604934826493 6.486280435230583 1.8511543229687948 0.21413294936064664 1.599436117918231 0.76471124542877045 0.56026726774871338 0.78465386712923646
leaf_count=784 107 9 19 8 20 38 104 66 23 30 42 23 63 26 10 42 175 36 30 21 5 233 35 438 64 12 602 27 12 17
internal_value=0 0.000258548 -0.000360289 -0.000489731 -0.000694437 0.000324099 7.86447e-05 0.00032416 -0.00012895 0.00052655 -0.000560161 0.000191508 -0.000169562 0.000603498 0.000758596 -2.8801e-05 -0.000356915 -0.000224796 -6.99349e-05 -0.000346985 -0.000728302 -0.000918001 0.000373124 0.000895091 -0.000333347 -0.00106698 -0.000724203 -0.000916905 8.45006e-05 0.000434659
internal_weight=0 14.6652 20.4295 16.5477 12.166 14.0891 4.38169 3.61523 4.35139 9.73768 1.08824 3.88181 2.55129 9.23213 7.41363 1.8185 6.38299 5.626 4.89972 3.73248 2.44028 2.25056 1.2922 6.69961 3.7273 5.78299 2.57828 2.36415 1.87615 1.31588
internal_count=3121 816 2305 2200 1980 709 220 116 154 555 50 105 82 525 457 68 555 380 344 314 258 253 56 447 131 1425 641 629 67 55
is_linear=0
shrinkage=0.00132718


Tree=329
num_leaves=31
num_cat=0
split_feature=12 43 3 16 42 43 484 160 52 52 52 4 151 2 12 160 474 4 52 1212 448 4 51 133 457 1 2 52 402 13
split_gain=0.92925 0.68496 0.593679 0.541261 0.466166 0.463084 0.456308 0.428286 0.412716 0.382672 0.555847 0.654775 0.535208 0.443833 0.392145 0.377403 0.348586 0.336014 0.322059 0.312873 0.278128 0.323488 0.275883 0.452935 0.284565 0.318181 0.660426 0.417165 0.274525 0.264237
threshold=0.051320000000000005 -0.043144999999999996 0.30112000000000005 -0.16927999999999996 -1.0000000180025095e-35 -0.40263499999999991 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.085984999999999992 -0.51296999999999993 -0.057699999999999994 -0.083854999999999985 -0.089309999999999987 0.088930000000000023 0.093765000000000015 0.081905000000000019 0.084660000000000027 0.09173000000000002 0.17829500000000004 -0.50120999999999993 -0.071684999999999985 -0.46376499999999993 -0.031924999999999995 -0.065894999999999981 -0.068264999999999978 0.094465000000000007 0.11263500000000001 0.13389000000000004 -0.50169499999999989 -0.01163
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 8 7 28 -1 -6 -2 -3 -8 12 14 -11 17 -12 -9 22 29 20 -13 -7 -22 -10 -24 -25 -26 -27 -28 -5 -14
right_child=3 2 -4 4 6 18 9 15 16 10 11 19 13 -15 -16 -17 -18 -19 -20 -21 21 -23 23 24 25 26 27 -29 -30 -31
leaf_value=-0.00028611103738821798 -0.0013386696286671366 -0.00099560420356653253 0.0010538085331231379 0.00039890837841313639 -0.0016149113085681226 -0.00053691134928885006 -0.0016216250623132442 0.0005319911298106272 -0.0012483019602981447 -0.0016999549249548604 0.00097597437734180917 0.0007214713218955933 -0.0016310383257947644 0.0013858553638794282 -0.00067771367853705394 -0.00097264947332778139 0.0011458257570043711 0.0013313310550766616 -0.00075780958686058196 -0.0014418386363898241 -0.00079615506535053618 0.0015442441337899914 -0.0016083964219147633 -0.0011272988479390626 -0.00028067060249500149 0.0013773212973018389 -0.00092100795589163717 0.00088279847344142556 -0.0015907805506761067 0.00046457751796488998
leaf_weight=0.80424636276438866 0.46498769422760267 1.3330265011172731 1.1400842358125372 0.20101082848850627 0.75368571584112842 0.2082139647100133 0.51139615097781543 2.8122330980841066 0.52137901110108842 0.26770254154689643 0.78968503017676883 0.19109401106834312 0.37250781123293608 1.1215729323448611 0.68925865215715021 0.50461336865555484 0.6001556715928017 0.28481301758438349 0.22407008055597533 1.6805297616520007 0.16219819919206324 2.3138840119354405 0.42927957372739811 0.43853534059598942 1.8931388912024028 1.3360645032953473 0.82835308858193435 0.54592237714678049 1.5529065277660254 0.26377100683748578
leaf_count=32 66 108 118 21 346 9 157 108 27 27 45 17 59 70 26 45 33 7 12 622 12 233 36 15 68 52 48 18 672 12
internal_value=0 0.000210236 -2.71182e-05 -0.000404594 -0.000624978 0.00078984 -0.000438147 0.000101222 -0.000182603 -0.000294456 -0.000174563 -0.00059142 0.000429976 0.000709116 0.000205276 0.00030308 -1.82191e-05 -0.00011492 0.00108737 -0.00122096 0.0012414 0.00139093 -0.000134796 -2.86862e-05 0.000105811 0.000223279 0.000575282 -0.000204457 -0.00136275 -0.000762295
internal_weight=0 12.7786 9.06594 12.4618 8.67993 3.71261 6.92602 3.78183 7.92585 6.17233 5.66093 3.35057 2.31037 2.04266 1.47894 3.31685 6.59283 0.921092 2.90837 1.87162 2.6843 2.47608 5.99267 5.47129 5.04201 4.60348 2.71034 1.37428 1.75392 0.636279
internal_count=3121 821 523 2300 2081 298 1388 219 405 1042 885 710 175 148 71 153 297 78 266 639 254 245 264 237 201 186 118 66 693 71
is_linear=0
shrinkage=0.00160204


Tree=330
num_leaves=31
num_cat=0
split_feature=4 12 1 151 151 457 13 52 15 3 159 0 3 0 132 133 13 448 12 50 47 14 1 457 12 4 0 0 160 159
split_gain=0.757922 0.63908 0.67438 0.619765 0.417945 0.404704 0.425067 0.410158 0.38457 0.376793 0.403693 0.374772 0.400598 0.369881 0.346356 0.452983 0.557771 0.446801 0.35081 0.303072 0.389796 0.270286 0.2633 0.242104 0.215447 0.299344 0.259352 0.428352 0.221243 0.215205
threshold=0.27287000000000006 0.084100000000000022 0.13021500000000003 -0.27559499999999998 -0.086944999999999981 0.088350000000000026 -0.091904999999999987 0.11434500000000002 0.084050000000000014 -0.086554999999999979 -0.50206999999999991 -0.12333499999999999 -0.078934999999999991 0.089620000000000019 0.081465000000000024 -0.0061299999999999992 -1.0000000180025095e-35 -0.08020999999999999 -0.14757499999999998 0.11875500000000001 0.10954500000000002 -0.46885499999999997 0.086105000000000015 0.091495000000000007 0.11650500000000001 0.23246000000000003 -0.077999999999999986 0.11070500000000001 0.083670000000000008 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 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 -2 22 6 7 11 14 24 -11 -3 13 -13 15 -6 17 -17 -19 20 21 -5 -1 -7 25 26 28 -28 -8 -18
right_child=3 2 -4 19 8 23 9 -9 -10 10 -12 12 -14 -15 -16 16 29 18 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00073131287609590949 -0.0016901999656359044 -0.0018785036630718269 0.0012148551665382226 0.00011272786791928919 -0.0014259077817331052 0.0017843339821501433 -0.0018287828707068804 -0.0019151763621144124 -0.0013207524252459317 0.0011796633548331445 -0.0018316956513628187 -0.0018694589004475605 0.00091690796870152666 0.0011442479773191969 0.0012007519483646187 -0.0016494425312453304 -0.0014391522314849178 -0.0013052959567406337 0.0013274808560729797 -0.0007243483449979448 -0.00035987364679181214 0.001625467875676164 0.0013976605975773353 -0.00032880655673158418 -0.0019841443310774439 0.0015534617726178999 0.00040881395512347066 -0.0018673171659773732 0.00066794946886149361 -0.00015891105531695666
leaf_weight=0.23402822180651028 0.34554890636354718 0.28557587601244505 0.6268831221386798 0.47974341071676629 0.76109745155553987 0.30746617750264782 0.76704818860162127 0.41063857061089937 0.77032803819747719 0.1562954357941656 2.4036429942352613 0.40461104031419437 1.3070594813325445 0.2009165866766125 0.74589147698134262 0.21889677178114664 0.47477516683283916 0.18386241421103489 1.8022511602030107 0.35654244571924198 0.53841797099448729 2.066756549524142 1.0538182856980709 0.42688829719554633 0.36994602519553144 0.21407075924798835 1.0199845037423081 0.3719584624050184 0.13805805693846196 4.9007016574032702
leaf_count=46 15 22 28 34 72 9 350 43 123 25 1117 81 41 7 46 5 47 8 187 15 23 265 65 40 17 6 111 78 19 176
internal_value=0 -0.000256123 -0.000604512 0.000627793 3.8046e-05 -0.000734352 -0.000852061 -0.000249522 -8.90345e-05 -0.00114096 -0.00164784 6.1639e-05 0.000351329 -0.000869498 1.53759e-05 -9.06186e-05 4.34473e-05 0.000812423 0.00108375 0.000860537 0.00104371 0.00134048 0.00101078 0.000555942 -0.000690579 -0.000500007 -0.000691378 -0.000199419 -0.00144795 -0.000271985
internal_weight=0 20.5567 9.41104 3.78701 11.1457 8.78416 8.04981 2.6088 9.8578 5.441 2.55994 2.19816 1.91259 0.605528 9.08748 8.34158 7.58049 2.20501 1.98611 3.44146 3.08492 2.5465 1.28785 0.734354 2.88107 2.51112 2.29705 1.39194 0.905106 5.37548
internal_count=3121 2769 1994 352 775 1966 1917 194 664 1723 1142 151 129 88 541 495 423 200 195 337 322 299 111 49 581 564 558 189 369 223
is_linear=0
shrinkage=0.00181564


Tree=331
num_leaves=31
num_cat=0
split_feature=3 31 39 457 1456 124 454 42 1456 3 42 1213 38 1348 52 1 47 49 0 13 43 4 160 3 3 13 1375 0 14 457
split_gain=0.249718 0.249229 0.235474 0.228311 0.304104 0.221886 0.244188 0.253101 0.247809 0.248673 0.251396 0.242708 0.221785 0.193577 0.275575 0.190258 0.214721 0.225926 0.270156 0.315611 0.237368 0.214656 0.253216 0.189807 0.264395 0.242946 0.171922 0.168948 0.172331 0.168391
threshold=0.31299000000000005 -1.0000000180025095e-35 0.15619500000000003 0.080930000000000016 -1.0000000180025095e-35 -0.043384999999999993 -1.0000000180025095e-35 -0.11051499999999999 1.0000000180025095e-35 -0.10519499999999998 0.094525000000000012 -1.0000000180025095e-35 0.12566000000000002 0.089175000000000018 -0.11592499999999999 0.122185 0.10813000000000002 -0.063424999999999981 -0.14116499999999996 -0.084034999999999985 -0.17390999999999998 -0.51843499999999987 -0.080719999999999986 0.090900000000000009 0.0022600000000000003 -0.093219999999999983 -0.068444999999999992 -0.13455999999999999 0.023790000000000002 0.09228500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7 -8 9 10 -9 -11 -2 14 -5 16 17 26 -19 21 -21 -20 -23 24 25 -16 -13 -22 -29 -27
right_child=12 2 -4 13 5 6 7 8 -10 11 -12 15 -14 -15 23 -17 -18 18 19 20 27 22 -24 -25 -26 29 -28 28 -30 -31
leaf_value=0.0035857903685069504 0.0035167873969633896 -0.0035154336204091825 0.0036051362029824925 -0.0034001293660898282 0.0012782466523742959 -0.0035540587462802018 -0.0028636217380401071 0.0014518121641395056 -0.0035129452610804198 -0.0035047315661174763 -0.0011091580461812436 0.0012671751731292682 -0.0030303829750385216 0.0036354807726318751 -0.0036667076427960767 0.0010579628469542461 -0.0034854460330968834 0.0016263983444412536 -0.0036890799357357867 0.0011345145391017043 0.0034861357633752077 -0.0036056244167384202 0.0013520959597176712 0.0019389392191272836 -0.0034998348632608095 0.0024779963178693828 -0.0028454040294568941 -0.0033866817563740657 0.0036420637842158304 -0.0019374431016310788
leaf_weight=0.20944721004343314 0.38084685587091449 0.39793308271327354 0.1900856891297743 0.21553745647543165 0.87028938569709779 0.32087537759797591 0.50267299376718533 1.7109736893034919 0.28543618382536884 0.32772322914387242 0.64144585910253216 0.15038776420988142 0.075450467877089977 0.24147934280335892 0.12867292549344744 0.89594165491871525 0.3134700639056972 0.83321699549559536 0.13996267411857855 0.24290262238354587 0.050715617020605452 0.13962190007441666 1.2302258083363917 0.88895561883691709 0.23646624037064612 0.5172990922874291 0.69770111792603628 0.89100193980274933 0.044580950168892741 0.13193843539920636
leaf_count=78 117 277 23 33 130 59 139 211 234 375 58 19 3 21 7 69 59 42 5 23 2 59 122 38 17 66 83 699 2 51
internal_value=0 -0.00019013 -0.000249874 -0.000306037 -0.000522922 -0.000407186 -0.000562918 -0.000457424 -0.000316704 -0.000206916 0.0007535 -0.000586155 0.00243419 0.000675965 0.00033868 -0.000416256 -0.000695275 -0.000497408 -0.000113102 -0.000642264 -0.00195476 0.000426296 0.00084678 0.000762071 -0.000269285 0.000712725 -0.00211614 -0.00271558 -0.00305176 0.00158069
internal_weight=0 13.447 13.2375 13.0474 10.6871 10.2891 9.41886 9.09798 8.59531 8.30987 2.35242 5.95745 0.456297 2.36035 2.11887 5.62973 4.73379 4.42032 3.57223 2.73901 1.2292 1.50981 1.36985 1.90333 1.01438 0.77791 0.848089 0.986299 0.935583 0.649238
internal_count=3121 3001 2923 2900 2667 2390 2260 2201 2062 1828 269 1559 120 233 212 1184 1115 1056 954 912 726 186 181 179 141 124 102 703 701 117
is_linear=0
shrinkage=0.00348875


Tree=332
num_leaves=31
num_cat=0
split_feature=1 52 0 0 1446 12 40 151 483 47 2 4 42 14 49 4 52 51 49 42 160 4 4 457 457 43 457 15 1212 15
split_gain=1.76568 0.892772 0.891299 0.91116 0.781371 0.798706 0.921104 0.78614 0.670775 0.669612 0.684777 0.985856 0.627943 0.599889 0.637514 0.569953 0.733015 0.505371 0.482651 0.450805 0.465452 0.424895 1.05613 0.392125 0.619996 0.391341 0.373687 0.513627 0.357176 0.315754
threshold=0.094385000000000011 -0.43320999999999993 -0.060129999999999996 -0.10096999999999999 0.091555000000000011 -0.064509999999999984 0.57330500000000006 -0.40381499999999992 0.106785 0.13148500000000005 0.11448000000000001 -0.013514999999999998 0.092620000000000022 0.062655000000000016 0.0065400000000000015 -0.49405499999999997 0.10347000000000002 0.08955500000000001 -0.083094999999999988 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.083854999999999985 -0.084369999999999987 0.09061000000000001 0.092475000000000016 -0.45785999999999999 0.082380000000000009 -0.0058549999999999991 -0.50120999999999993 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 13 5 6 -3 -7 9 10 11 -9 15 14 17 16 -4 18 -1 -13 -21 22 -5 28 -25 -14 27 -20 -23 -12
right_child=1 4 12 21 -6 7 -8 8 -10 -11 29 19 25 -15 -16 -17 -18 -19 26 20 -22 23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00062511489062648409 -0.0013792998166977538 0.0011150858445573679 -0.0014353531010043766 -0.0010696996178186709 -0.0013568855245566012 -0.0013405176343614122 -0.0016345999754224789 -0.00080156248772823629 -0.0013452085386833194 -0.00048656488346811858 0.0012278314989267189 -0.00033119250733344734 0.00050538935995690442 -0.0013984128192117231 -0.0013245421898606686 0.00049993655034903108 0.00061635594968601826 -0.00098203348385527615 -0.00057754111896814273 -0.00044425033271643951 0.00079325950751313302 0.00016391807260933124 0.0014593504983673252 0.0012077104404160011 -0.0013885826841559122 -0.0014607703823217972 0.0012533617853188741 0.00071017251936527259 -0.0013485310361798259 0.00025313526541011834
leaf_weight=0.9017653374467044 0.66021059593186038 2.9378704819828338 0.74740452412515856 0.994295833283104 0.5536338584497561 0.63206028053537444 0.2452975921332835 1.4940196600509832 0.49107947340235192 1.807282521855085 2.2016458900179718 1.1413892381824569 0.25152120646089315 0.73417691537179042 0.68151124694850285 3.6198172683361909 0.57068038918077946 0.71089366497471917 0.92551281419582676 0.65502867219038474 4.1007102755829541 0.30957600101828742 0.44381377706304259 0.32606507185846556 0.35923982947133482 0.7463388971518724 0.89342660643160332 1.5225628500338657 4.6275320523418468 0.85846837772987772
leaf_count=32 119 273 58 273 29 19 3 96 31 37 133 39 5 77 79 102 11 19 39 27 110 24 24 6 47 72 16 38 1256 27
internal_value=0 0.000176213 -0.000418758 -0.00061318 0.000236205 0.000289449 0.000903193 0.000143455 0.000217023 0.000279606 0.000412096 0.00018757 2.11461e-05 -0.000239355 -8.83606e-05 0.000220464 -0.000547042 8.16927e-05 0.000259904 0.000438164 0.000622812 -0.000950438 -0.000289212 -0.00111957 -0.000153278 -0.000965179 0.000498742 0.000223343 -0.00125369 0.000954395
internal_weight=0 17.7787 19.3661 13.4304 17.1185 16.5649 3.18317 13.3817 12.7496 12.2585 10.4513 7.39115 5.93576 6.36985 5.63567 4.9379 1.31808 4.95416 4.24327 5.89713 4.75574 7.06052 1.43811 5.62241 0.685305 0.99786 3.3415 2.44808 4.93711 3.06011
internal_count=3121 943 2178 1930 824 795 276 519 500 469 432 272 248 300 223 171 69 144 125 176 137 1630 297 1333 53 77 93 77 1280 160
is_linear=0
shrinkage=0.00136321


Tree=333
num_leaves=31
num_cat=0
split_feature=4 12 12 47 151 3 50 132 133 13 14 15 151 14 150 40 42 43 1 48 15 52 52 0 42 1 47 43 447 42
split_gain=1.13767 0.858638 0.646067 0.673075 0.613922 0.596341 0.581543 0.468014 0.465497 0.701588 0.509803 0.426578 0.404359 0.561671 0.349105 0.299601 0.462706 0.347236 0.294743 0.321133 0.286405 0.397708 0.509144 0.327436 0.258091 0.230664 0.325561 0.225271 0.259025 0.240406
threshold=0.27834500000000006 0.084100000000000022 -1.0000000180025095e-35 0.10954500000000002 -0.086769999999999986 0.10732000000000001 0.11875500000000001 0.081465000000000024 -0.0061299999999999992 -1.0000000180025095e-35 0.091685000000000016 0.15614500000000003 -0.23213499999999995 -0.46885499999999997 -1.0000000180025095e-35 0.097265000000000018 1.0000000180025095e-35 -0.084154999999999994 0.086105000000000015 0.092065000000000022 0.035560000000000008 0.19022000000000003 0.008405000000000001 -0.23091999999999999 0.10024000000000001 0.095285000000000022 0.093140000000000014 -0.17390999999999998 0.095485000000000014 0.094165000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 6 18 11 12 8 -6 10 15 27 -4 -14 -15 16 -10 -18 -1 -20 21 22 23 -11 -19 -25 -27 29 -29 -3
right_child=2 5 3 -5 7 -7 -8 -9 9 20 -12 -13 13 14 -16 -17 17 24 19 -21 -22 -23 -24 25 -26 26 -28 28 -30 -31
leaf_value=-0.00085322179374556985 0.0016239540726980929 -0.00023563558844095909 -0.0013611054791683379 -0.0015288319595913211 -0.0015382319655991845 0.00012545068523219278 -0.0017085464902614341 0.00062995346384074732 0.0015797513434153562 8.9498103108898755e-05 -0.0018083372431357608 8.7957003280791368e-05 -0.00079421152236430282 -0.0004688308217864458 0.0016591557403319757 -0.0013060238794033309 -0.0015938869007539878 0.0010394170800941626 0.0016205188803107722 -0.00017914192192960512 -0.0015382517487861661 -0.0017181525030646632 0.00056883350786016433 -0.0013085175248425773 -0.00093949829678271926 0.00032078920977004637 -0.0012949678319099395 -0.0013199918597128317 0.0012581373313556867 -0.0016093617567437886
leaf_weight=0.29694207990541954 0.74421277001965824 1.1760457037016756 0.24661826225929129 0.67029916867613781 1.2948339499998809 1.155895395670085 0.33154877647757519 0.87252545729279596 0.89418066630605464 1.053953960072245 0.28940720413811494 0.74824335006997067 0.42960396129638123 0.24563121655956055 1.3033906216733109 0.22282497026026238 0.27489499747753221 0.65872137236874451 0.74176710669416912 0.41427861852571368 1.0658857864327727 0.77351691480725993 1.0368847537320105 2.00616579607596 0.24144669366069138 0.71769233746454097 0.62586210970766842 9.0911674896487895 0.10568980406969863 0.4812999041751026
leaf_count=47 157 102 10 20 107 25 11 58 93 21 6 27 9 8 125 9 52 63 50 21 56 34 21 85 10 29 18 1810 5 32
internal_value=0 -0.000691602 0.000248741 -6.8403e-05 -0.000403473 -0.000996068 0.000314469 -0.000524908 -0.000615229 -0.000494036 0.000239366 -0.0011078 0.000615887 0.000862302 0.00132172 0.000497919 0.000692175 1.67616e-05 0.000601846 0.000975595 -0.000754101 -0.000619597 -0.000463409 -0.00070646 0.000508624 -0.0009569 -0.000431872 -0.00119023 -0.00129036 -0.000634571
internal_weight=0 26.2401 3.9713 3.22709 13.4818 12.7583 2.55679 12.0288 11.1563 9.86144 2.58148 11.6024 2.22524 1.97863 1.54902 2.29207 2.06924 1.17506 1.45299 1.15605 7.27996 6.21408 5.44056 4.40367 0.900168 3.34972 1.34355 10.8542 9.19686 1.65735
internal_count=3121 2781 340 183 780 2001 163 662 604 497 233 1976 152 142 133 227 218 125 118 71 264 208 174 153 73 132 47 1949 1815 134
is_linear=0
shrinkage=0.00163735


Tree=334
num_leaves=31
num_cat=0
split_feature=160 1 484 52 122 40 48 51 12 4 1374 42 148 14 2 0 52 14 42 0 52 159 4 4 457 13 151 2 16 475
split_gain=0.249375 0.251576 0.260897 0.249729 0.226717 0.237621 0.252011 0.455548 0.305082 0.287801 0.213616 0.221916 0.201479 0.206543 0.310068 0.186604 0.302714 0.18175 0.19852 0.249473 0.286235 0.275796 0.243002 0.398893 0.400575 0.236905 0.269326 0.202354 0.173319 0.166367
threshold=-0.40698999999999991 0.094385000000000011 -0.0068949999999999992 -0.43320999999999993 0.10544500000000001 -0.012109999999999998 0.12649500000000002 0.13705500000000001 0.11650500000000001 -0.17966999999999997 -0.094929999999999987 -1.0000000180025095e-35 -0.07990499999999999 -0.10708499999999999 0.096015000000000017 -0.15202999999999997 -0.024714999999999997 0.062655000000000016 0.091735000000000025 0.18019500000000002 0.11434500000000002 0.091530000000000014 -0.49013999999999996 -0.083854999999999985 0.082380000000000009 0.41383500000000001 -0.08236499999999998 0.089885000000000007 0.25084500000000004 -0.083709999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=28 2 -2 -3 5 -5 8 -8 9 -7 -4 -12 -11 15 -15 -14 -17 18 19 20 21 22 -13 -24 27 26 -20 29 -1 -25
right_child=1 3 10 4 -6 6 7 -9 -10 12 11 17 13 14 -16 16 -18 -19 25 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0033527452019223823 -0.0036303361534107941 -0.003623356315978361 -0.0037525096530138242 0.0023197125608642325 -0.0034900734813911338 -0.0032857672308566634 -0.0037723299021500834 0.001362572901751184 -0.0023854720873399179 -0.0022454960368434741 -0.0017642070126080596 -0.0037499107208738341 -0.0030908344686438444 0.00078069907509249509 0.003094886586542884 0.0036757357097281515 -0.0024494914868953077 -0.0036489406628601364 0.0023812659555951417 0.0037769440616660559 -0.0037315283333487726 -0.0028426013683348393 0.00300038078434243 0.0022591255706285187 0.0025552636822509579 0.0039740513737895819 -0.0037001211682340406 0.00057297788241396982 0.0037245084714298445 -0.0024621576117629259
leaf_weight=0.44745461740240067 0.3362895563041074 0.18980398477287952 0.23401681816903686 0.96890314013580781 0.17382282763719548 0.19203508028294836 0.47632295486982901 0.42301118723116815 0.37280112315784197 0.20487583312206004 1.0383942694606947 0.14805496367625792 0.2229231990640983 1.6760702189931183 1.3600205778202505 0.2375542088993825 0.1869843376916841 0.16555437055649225 0.11861537751974538 0.27708059223368753 0.22186839660571411 0.29868485883343954 0.9073031044681551 0.11014159870683238 0.67374983700574365 0.085045792162418365 0.46326304088870518 0.82634285226231441 0.04987394466297701 0.79815384501126241
leaf_count=238 396 119 38 244 8 15 30 19 31 22 654 17 9 195 155 39 23 33 14 10 30 47 36 39 36 1 273 86 2 262
internal_value=0 -4.61032e-05 -0.000539104 0.000448183 0.00056716 0.000678722 0.000381677 -0.00135707 0.000732817 0.00101771 -0.000375814 -0.000246954 0.00123024 0.00142356 0.00181734 -0.000422957 0.000977932 6.23419e-05 0.000187013 0.000472935 0.000243164 0.00047755 0.000763852 0.000965404 0.000198775 -0.00163991 -0.00246044 -0.000716507 -0.00264301 -0.00188965
internal_weight=0 13.3877 6.70256 6.68513 6.49532 6.3215 5.3526 0.899334 4.45326 4.08046 6.36627 6.13225 3.88843 3.68355 3.03609 0.647462 0.424539 5.09386 4.9283 4.26138 3.9843 3.76243 3.46375 3.31569 2.40839 0.666924 0.581878 1.73464 0.497329 0.908295
internal_count=3121 2881 1972 909 790 782 538 49 489 458 1576 1538 443 421 350 71 62 884 851 563 553 523 476 459 423 288 287 387 240 301
is_linear=0
shrinkage=0.00360107


Tree=335
num_leaves=31
num_cat=0
split_feature=1 0 3 12 40 4 43 151 52 2 483 47 1 3 48 42 457 4 159 15 15 13 151 15 150 150 403 12 1 16
split_gain=1.6292 0.846356 0.970405 0.756021 0.683129 0.677022 0.87899 0.650128 0.662547 0.603198 0.594436 0.608529 0.572461 0.498043 0.457006 0.539269 0.419759 0.405825 0.38859 0.367603 0.702683 0.537079 0.529094 0.325298 0.338879 0.518534 0.328325 0.413049 0.343175 0.287209
threshold=0.099195000000000019 -0.060129999999999996 0.090900000000000009 -0.064509999999999984 0.57330500000000006 -0.49405499999999997 -0.52440999999999993 -0.40381499999999992 -0.43320999999999993 0.10912000000000001 0.10018500000000001 0.10019500000000002 1.0000000180025095e-35 -0.116045 -0.086869999999999989 -0.098769999999999983 0.082380000000000009 0.40124500000000002 0.088800000000000004 0.083935000000000023 0.084050000000000014 -0.099939999999999987 0.15288500000000002 0.090615000000000015 0.087170000000000011 0.083250000000000005 0.03138500000000001 0.085885000000000017 0.080270000000000022 -0.072804999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 6 -3 -5 -9 18 11 14 19 -11 -10 -16 -4 23 -7 -1 -21 -22 -23 24 25 26 27 28 -14 -17
right_child=3 5 16 7 -6 9 -8 8 10 13 -12 -13 17 -15 15 29 -18 -19 -20 20 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0018126998301727158 0.0015130647857501314 0.0011526400339596998 -0.00045780494982585704 -0.0018035588224375001 -0.002001626707137751 0.001279630541937008 -0.0015637890757877028 -0.0018088368634072754 -0.0008993455006193362 0.0006511665185640797 -0.0016508922536113326 -0.00024643818179253928 0.0010642064780778577 -0.0018303814048480508 -0.00075627097001550734 0.0014308469099282982 0.0010543259093182455 0.0018552361368382108 -0.00013889047032123738 0.0021133558790387081 0.0013420851841268238 -0.0018084859554418733 0.001270003285611598 -0.0018102473879182575 -0.0014328357464651817 0.0015036103020377798 0.00070539802243524343 -0.0018144169568689199 -0.00070448716422263631 0.00062010895838539445
leaf_weight=2.9526817384175938 2.1706938581774007 0.52784875314682711 1.1777438810095184 0.54248066735453804 0.19358033314347256 2.1798758674412997 1.3936225094366816 0.50006168731488188 0.5281862244009935 0.47708074375987009 0.47731886897236186 3.2051283202599734 0.44684001500718418 0.57106402702629588 0.61513846740126243 2.7162951747886797 1.1822789851576088 0.21189470263198007 0.86772035714238871 0.2295917259762067 0.24106178688816782 1.7560633630491786 0.19984808564186107 0.70661731436848629 1.0228547928854821 0.4647947959601878 0.59499407466500986 0.84406603360548604 1.671149337198585 2.9075420927256421
leaf_count=784 255 8 37 18 3 45 85 105 18 7 31 98 16 96 13 163 21 9 26 12 10 617 2 175 49 12 30 182 82 112
internal_value=0 -0.000500067 -0.000746184 0.000302062 0.00122529 6.03934e-05 -0.000817557 0.000112126 0.000207035 0.000472274 0.000303504 0.00039705 -0.000963804 -0.000700863 0.000701825 0.000837378 0.000299713 -0.000581281 0.000875745 -0.00138785 -0.000870891 -0.00118276 -0.00149394 -0.00067105 -0.000511481 -0.000277157 -0.000509848 -0.000753957 -0.000331339 0.00101169
internal_weight=0 19.7197 13.7025 13.8564 2.36427 6.01721 1.92147 11.4922 10.9497 4.09574 10.4496 9.97229 11.3425 1.04814 6.76716 6.23898 2.36002 5.96321 3.0476 5.37925 2.42656 2.19697 1.95591 5.75132 5.0447 4.02184 3.55705 2.96206 2.11799 5.62384
internal_count=3121 2305 2038 816 258 267 93 558 540 174 435 404 1980 103 306 288 58 555 71 1425 641 629 619 546 371 322 310 280 98 275
is_linear=0
shrinkage=0.00179274


Tree=336
num_leaves=31
num_cat=0
split_feature=1 0 52 1446 1 47 40 4 48 14 52 150 3 4 43 2 3 2 1374 16 1429 4 132 150 1 15 15 133 133 4
split_gain=0.865878 0.529213 0.505154 0.470192 0.457947 0.4524 0.451544 0.53802 0.595779 0.403259 0.381096 0.367457 0.350706 0.346127 0.610618 0.381767 0.490614 0.328273 0.306355 0.479176 0.445477 0.371473 0.377079 0.350324 0.300401 0.273923 0.27216 0.475632 0.766318 0.255264
threshold=0.094385000000000011 -0.060129999999999996 -0.43320999999999993 0.091555000000000011 1.0000000180025095e-35 0.096300000000000011 -1.0000000180025095e-35 -0.034939999999999992 0.12879500000000002 -0.10708499999999999 -0.021869999999999997 -1.0000000180025095e-35 0.11296500000000002 -0.49405499999999997 -0.52440999999999993 0.10731 -0.116045 0.10584500000000001 -0.094929999999999987 -0.087989999999999985 0.084690000000000015 0.076415000000000025 0.082230000000000011 0.083095000000000016 0.10781 0.024640000000000006 0.083935000000000023 0.083950000000000011 0.091935000000000003 -0.07712999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 5 12 6 -4 25 9 10 -9 -7 26 14 -3 -15 -17 24 -6 23 21 22 -21 29 -13 -8 -1 -28 -29 -20
right_child=2 13 3 -5 18 11 7 8 -10 -11 -12 17 -14 15 -16 16 -18 -19 19 20 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.0017155314894576994 -0.0017118506321690569 0.001074214776983826 0.0014549867710053025 -0.0016951311391394583 -0.0018178926844713513 -0.0014628343035767079 0.000485193789586999 0.00078824012006048125 -0.0011051017199539938 0.0010657395490928263 -0.001165063954293465 -0.0015642850045673388 0.00037135737501615805 0.00082226340121371345 -0.0014045157654726196 0.00076172283292305003 -0.0017493670599755694 0.00085377871001935442 0.0007552456863351417 -0.00137957863495683 0.0013957394445001433 0.0018132607208311692 0.00083849158956991905 0.0013925490135364854 1.2794680358841278e-05 -0.0013696364175442958 -0.0017106247100844209 0.0015672163504352014 -0.001713510740707969 -0.0010733163271370706
leaf_weight=1.910196944605558 0.38629884622059663 0.41208282019942999 1.3332654570694975 0.3432900763582446 0.35759793990291644 0.54391483124345574 0.34434427670202861 0.64422254718374461 0.53893908113241185 3.545768653159036 0.52195314934942494 0.44935851334594268 0.41453138552606095 1.9144338704645663 0.94435730611439772 0.4400263214483856 0.45879674452589825 0.99334138561971475 0.42664769827388227 1.7559425202198338 0.27082325750961889 0.13482080586254586 0.25315190688706923 0.74564019497483969 1.5558842765167353 0.69120688823750243 0.79514335945714243 0.46778552990872413 0.3666082217823714 0.45585410099010892
leaf_count=784 119 8 211 29 12 21 19 43 8 242 24 35 9 59 74 8 99 48 54 319 14 3 18 20 63 81 434 21 189 53
internal_value=0 -0.000440882 0.00019925 0.000263416 -0.000687614 0.00032365 0.000556876 0.0003664 0.000587135 0.000780688 -8.60134e-05 -0.000178005 -0.00110724 5.34916e-05 -0.000651484 0.000393403 -0.000520042 5.50513e-05 -0.000310538 -0.000177211 -0.000657517 -0.000916888 -0.0011001 0.000535143 -0.000340616 -0.000752863 -0.0012804 -0.000770316 0.000125761 -0.000189293
internal_weight=0 12.5244 11.8918 11.5055 8.35474 11.1622 7.6197 6.28643 5.25088 4.71194 1.16618 3.5425 3.95427 4.1697 1.35644 2.81326 0.898823 2.99858 4.40048 4.04288 2.41474 2.14392 2.00909 1.62814 2.00524 1.03555 3.53973 1.62954 0.834394 0.882502
internal_count=3121 2178 943 824 1930 795 628 417 317 309 67 167 1437 248 82 166 107 146 493 481 354 340 337 127 98 100 1428 644 210 107
is_linear=0
shrinkage=0.00169904


Tree=337
num_leaves=31
num_cat=0
split_feature=3 31 401 484 150 160 15 38 39 52 133 14 12 447 50 48 2 1 4 1365 42 160 0 0 133 51 4 48 14 16
split_gain=0.245454 0.244954 0.22997 0.234139 0.299805 0.246582 0.201031 0.20094 0.195964 0.2348 0.236466 0.216948 0.216849 0.227778 0.20156 0.388086 0.266553 0.265174 0.365195 0.260899 0.260298 0.256016 0.32495 0.393757 0.217176 0.229312 0.232658 0.186571 0.206099 0.16345
threshold=0.31299000000000005 -1.0000000180025095e-35 0.10076500000000001 -0.0068949999999999992 0.10194500000000001 -0.40698999999999991 -0.47006499999999996 0.12566000000000002 0.15619500000000003 -0.24164999999999998 -0.40071499999999999 0.077685000000000018 0.10345000000000001 0.10648000000000001 0.10030500000000002 0.12879500000000002 0.088850000000000012 0.091785000000000019 -0.16363499999999997 0.084635000000000016 -0.088934999999999986 0.083670000000000008 -0.10607499999999999 -0.077809999999999976 0.10622000000000002 0.08955500000000001 0.16173500000000005 -0.091869999999999993 -0.46885499999999997 0.25084500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 29 -7 -2 9 12 -11 14 13 -8 15 16 21 20 -19 27 -18 22 -12 -24 25 26 -22 -20 -29 -5
right_child=7 2 -4 5 -6 6 8 -9 -10 10 11 -13 -14 -15 -16 -17 17 18 19 -21 24 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0033265904390384388 0.003264307314283049 -0.002617037616754859 -0.0032718965052497837 -0.0029749251235673545 0.0019732710057348496 0.00327441039285517 -0.0027156150614164637 -0.0026607583345235075 0.0033486365973006325 -0.0030167830030549295 0.0012432582184246765 -0.0029264042240955347 0.001081170836083215 0.0034932353996903814 0.0022749639391706255 -0.002759760592850062 -0.0033080481925888833 -0.0032670706520440376 -0.0014903945923786205 -0.0014813082415414465 0.0013773444137354337 -0.0027546978225544208 -0.0023980885196388702 0.00074873206150108027 -0.0019515232570322069 -0.002067312250895272 -0.0019922735267629789 -0.00084858782189405687 0.0031535399562165377 0.0033273550927989098
leaf_weight=0.20328217305359153 0.36050203492050137 0.77736592286964423 0.26055753770924717 0.43310806462249729 0.18494976940564811 0.19612337730358831 0.81870540554518167 0.072126335464417934 0.17694281879812557 0.25366248445060513 1.1410674711223574 0.23449861339759159 0.26808602875098586 0.06713094562292099 0.47987625832320269 0.4660591922001921 0.2126145287184048 0.14653355965856496 0.11637470521964122 0.19671665877103794 2.1616704250627676 0.43810069767641824 0.93637458565352705 0.75354201142913002 0.36299945609061968 0.27790141641162325 0.23894457437563676 0.14965370332356576 1.3907373693655238 0.048000161244999617
leaf_count=78 117 482 156 236 11 50 270 3 17 126 47 30 47 1 90 26 59 9 11 8 169 70 545 106 116 21 29 10 179 2
internal_value=0 -0.000203408 -0.000257819 -0.00019707 -0.00173482 -7.33975e-05 2.1814e-05 0.0022765 -3.46973e-05 -8.85757e-05 7.17814e-05 0.000152519 -0.00147232 -0.00224509 0.000228767 0.000119535 0.000276978 0.000728995 0.00165757 0.00204691 0.000158282 -0.000449515 -9.27828e-05 -0.000994906 0.000400593 0.000719358 0.00104195 0.00246583 0.00276472 -0.00234615
internal_weight=0 13.3916 13.1883 12.9277 0.962316 11.9654 11.4843 0.432628 11.2882 11.1113 9.95733 9.70367 1.15392 0.885836 9.46917 8.98929 8.52323 5.25415 2.00002 1.85348 3.25413 3.26908 2.83098 1.68992 3.04152 2.67852 2.40061 1.65677 1.54039 0.481108
internal_count=3121 3001 2923 2767 493 2274 2036 120 1986 1969 1651 1525 318 271 1495 1405 1379 611 217 208 394 768 698 651 335 219 198 200 189 238
is_linear=0
shrinkage=0.00324044


Tree=338
num_leaves=31
num_cat=0
split_feature=1 0 47 4 3 48 1 4 16 50 15 4 52 123 2 3 150 16 150 15 1 457 49 1 1 15 133 133 457 128
split_gain=1.08512 0.666294 0.637594 0.650806 0.564972 0.549253 0.512682 0.485207 0.536009 0.458551 0.583657 0.453116 0.696156 0.382353 0.369796 0.511908 0.34215 0.444722 0.339253 0.331827 0.316696 0.307152 0.303694 0.302833 0.29831 0.297483 0.534046 0.904373 0.297311 0.31824
threshold=0.094385000000000011 -0.060129999999999996 0.087885000000000019 -0.04890499999999999 0.090900000000000009 0.12879500000000002 1.0000000180025095e-35 0.053925000000000008 -0.078844999999999985 0.11843500000000001 0.24356000000000003 -0.49405499999999997 0.10347000000000002 0.083430000000000018 0.10731 -0.116045 -1.0000000180025095e-35 -0.056919999999999991 0.087380000000000013 -0.055554999999999993 0.13210500000000003 0.082380000000000009 -0.0087849999999999977 0.07863500000000001 0.10557500000000002 0.083935000000000023 0.083950000000000011 0.091935000000000003 0.51789000000000007 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 4 3 13 6 9 25 8 18 10 28 12 -3 24 -13 -16 -4 20 22 -19 -18 -6 -8 -10 -2 -1 -27 -28 29 -5
right_child=2 11 16 5 21 -7 7 -9 23 -11 -12 14 -14 -15 15 -17 17 19 -20 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.001838895472757784 -0.0018627812379267284 -0.001924960209763592 -0.0015524319490082541 0.0014477046297940821 -0.00046677073522569031 -0.0008359863591083155 0.0019060254392650377 0.0013200419230350072 0.00064865298525828956 -0.0011143130075624802 -0.0016747354920126263 0.00093057840261798164 0.00062265973411797855 0.0018546271634326816 0.00090248377514747121 -0.0018634504543918805 3.3728300662856672e-05 -0.0017077563286359563 -0.0019737366317391027 1.9673996338324005e-05 0.0015793705920361129 0.0011161451720193905 -8.0616662900152511e-05 -0.0016538803134735168 -0.0001076415287374874 -0.0018365979959076774 0.0017736353279715752 -0.0018371231635132231 -0.00062659598713538675 -0.00053654237961667023
leaf_weight=2.2313585929805395 0.56001863128039875 0.75844473158940651 0.60439122421666969 4.8283749077236271 0.92522495309822239 0.59916462562978257 0.34539725771173824 0.44787984970025707 0.21547489846125256 0.32371697551570822 0.23826777562499035 2.1186684938147695 0.67100543540436774 0.19896430207882065 0.44767869543284189 0.44078081130282931 1.8850277435267351 0.76115820917766541 0.22693656152114283 0.71661738958209642 0.57400341308675695 0.72630722355097532 0.98036157636670429 1.5788177389185873 0.75447254080791026 0.91627974685979985 0.50404917169362307 0.4238678413676098 0.2693062275648116 0.28407573839649547
leaf_count=784 120 64 22 444 33 14 8 23 18 23 8 59 18 24 8 99 79 73 8 29 28 15 162 238 57 431 21 189 6 16
internal_value=0 -0.000467721 0.000269809 0.000577537 -0.000739425 0.000826581 -0.000942715 -0.000460832 -0.000699141 0.000994178 0.00111563 0.00011542 -0.000729069 -0.000499123 0.000516851 -0.000469746 -0.000276118 -8.01744e-05 8.46203e-05 -0.000870074 0.000394522 0.000229361 0.000436959 -0.00137737 -0.000855392 -0.00139141 -0.000849983 0.000124259 0.00123917 0.00133745
internal_weight=0 13.9585 12.5976 8.05636 9.52196 6.54291 7.87042 3.79487 3.34699 5.94374 5.62002 4.43658 1.42945 1.51346 3.00713 0.88846 4.5412 3.93681 1.5527 1.47778 2.45903 1.65153 1.32576 1.79429 1.31449 4.07556 1.8442 0.927917 5.38176 5.11245
internal_count=3121 2178 943 712 1930 511 1882 457 434 497 474 248 82 201 166 107 231 209 178 102 107 48 170 256 177 1425 641 210 466 460
is_linear=0
shrinkage=0.00182189


Tree=339
num_leaves=31
num_cat=0
split_feature=1456 1213 475 1 128 124 42 13 151 480 42 132 475 3 52 1 9 52 2 13 49 16 151 2 4 1 52 1 3 49
split_gain=0.234489 0.239638 0.227424 0.214957 0.221366 0.232313 0.271665 0.260998 0.228555 0.192151 0.205267 0.488046 0.30669 0.225149 0.224409 0.258301 0.202547 0.231896 0.223817 0.207166 0.20205 0.178917 0.156017 0.15598 0.151816 0.139077 0.130373 0.13006 0.142269 0.124463
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.086004999999999984 0.11588000000000001 0.086950000000000013 -0.043384999999999993 0.091735000000000025 0.41383500000000001 -0.090369999999999992 1.0000000180025095e-35 -1.0000000180025095e-35 0.081465000000000024 -0.084049999999999986 -0.15447499999999995 0.11434500000000002 0.10089500000000001 0.084755000000000011 -0.0064899999999999992 0.088930000000000023 -1.0000000180025095e-35 -0.047584999999999995 -0.54165499999999989 -0.033849999999999991 0.15609500000000001 0.50822500000000004 0.081315000000000012 -0.15275999999999998 0.098700000000000024 -0.0080949999999999998 -0.14811499999999997
decision_type=2 2 2 2 2 2 2 2 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 4 5 27 8 21 29 10 11 -10 -12 -14 16 -16 17 18 -15 26 -21 -8 -1 24 -5 -13 -20 28 -3 -7
right_child=1 3 -4 23 -6 6 7 -9 9 -11 12 25 13 14 15 -17 -18 -19 19 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00079377816084917163 0.0030511015856442151 -0.0005588764267767031 -0.00268040213691271 0.00033888048545687469 -0.0030288796220493582 0.0019070027928790253 0.0024093737397243567 0.0032798097183985853 -0.00289626375533223 -0.0026973344441913859 -0.0030579286117349558 -0.0011850156093625669 0.0022374306830207479 -0.0017199987042945772 -0.0030798993555799319 0.0018139682533066554 -0.0021355288879110401 0.0013542834116732742 -0.00033060558024960833 0.00077935446784356533 -0.0017615166864099617 -0.0028827583574575545 -0.0030245486866533108 0.0030316650929165592 0.0030127308916381447 0.0029526140814205171 0.0026643145457606494 0.0030254520478185196 0.0023731258467350265 -0.0023131894626277363
leaf_weight=0.12717145396163687 0.071131642907857895 0.37881785561330616 0.48756226990371665 2.1658710457559209 0.23391571597312655 0.070924050640314817 0.062603323487564921 0.079447090625762939 0.55394256723229318 0.21513891356880765 0.22480049582372075 0.1058189682662487 0.60390364224439874 0.52887338050640709 0.33470133128867008 0.13599625625647604 0.24752263596747059 2.1600442897761587 0.17970764744677137 0.6817016244167462 0.47694846440572669 0.67377497530833341 0.39083269343245675 0.25655156301218074 0.20874939131317649 0.23372218426084146 0.47430051460105493 0.28719197158352472 0.24394637322983825 0.53782754560233481
leaf_count=28 4 34 457 208 116 4 7 1 293 153 97 61 82 112 87 8 30 145 28 28 30 353 260 81 102 21 52 79 34 126
internal_value=0 -3.24611e-05 -0.00195068 5.42686e-05 -0.000151155 -8.02357e-05 -0.000232781 -0.00187653 -6.01006e-05 8.97163e-05 0.00017609 -0.00116361 0.000373991 0.000506466 0.000306202 -0.00166594 0.000501667 0.000646675 -6.08729e-06 0.000493975 -0.000266574 -0.00243285 -0.00208714 0.000813575 0.000573935 0.00166311 0.00184137 0.0013584 0.000589634 -0.00182151
internal_weight=0 12.9154 0.558694 12.3567 9.72557 9.49166 8.5817 0.815825 7.76587 7.15712 6.94198 0.893484 6.0485 5.8237 5.2198 0.470698 4.7491 4.50158 2.34153 1.81266 1.15865 0.736378 0.518004 2.63117 2.37462 0.339541 0.654008 0.909956 0.622764 0.608752
internal_count=3121 2833 461 2372 1981 1865 1718 361 1357 1227 1074 375 699 602 520 95 425 395 250 138 58 360 288 391 310 82 80 147 68 130
is_linear=0
shrinkage=0.0029944


Tree=340
num_leaves=31
num_cat=0
split_feature=1 150 0 1 15 39 16 50 3 1 457 1374 47 131 42 4 52 51 2 403 16 43 15 133 133 150 124 47 12 49
split_gain=1.18256 0.635893 0.622326 0.63647 0.560891 0.536395 0.519601 0.518024 0.42198 0.416269 0.406962 0.534405 0.396829 0.3892 0.373976 0.469944 0.503506 0.355609 0.555307 0.611949 0.35301 0.326286 0.323896 0.599459 0.993029 0.312394 0.369574 0.378793 0.386254 0.342196
threshold=0.094385000000000011 0.080470000000000014 -0.060129999999999996 1.0000000180025095e-35 -0.24436499999999997 0.16946000000000003 0.15891500000000003 0.11843500000000001 0.11296500000000002 0.14000500000000002 0.51789000000000007 0.093750000000000014 0.12033500000000001 0.10340500000000001 0.092620000000000022 -0.49405499999999997 0.10347000000000002 0.08955500000000001 0.073895000000000002 0.03138500000000001 -0.5224049999999999 -0.45785999999999999 0.083935000000000023 0.083950000000000011 0.091935000000000003 -0.099594999999999975 -0.087894999999999987 0.11170500000000001 0.092465000000000006 -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 4 3 8 7 6 9 -2 22 12 11 -3 25 -8 15 16 -4 18 19 20 -5 -16 -1 -24 -25 -6 -27 28 29 -28
right_child=1 10 14 17 5 -7 13 -9 -10 -11 -12 -13 -14 -15 21 -17 -18 -19 -20 -21 -22 -23 23 24 -26 26 27 -29 -30 -31
leaf_value=-0.0019244420949635847 0.0012274789252265735 0.0014151188428516825 -0.0019940288507334278 0.0019548917881314939 0.0016264200863109087 0.0020662715967391374 -0.0017173510058205428 -0.00116605003701758 0.00036620250611559923 0.0017664207729293734 -0.0010765657823971163 -0.0013589934430267331 -0.0012546267682130494 0.00052984121449680126 0.00084533048929657855 0.00069875369523758992 0.00062078807777989054 -0.0015379536693059094 0.00044955992932007617 0.00073058094525469157 -0.0019271463200196263 -0.0020157428772922684 -0.0019193394850530023 0.001947048794881398 -0.0019235458741927835 -0.0019034685201638397 -0.00097127299734964658 0.0018780316775549131 -0.0010822330707838913 0.00072086829962850446
leaf_weight=2.5001331485109386 1.9544807936763384 2.8099210044601932 0.57713779003825061 0.091432869434356134 0.40786043764091751 0.35248623322695483 1.367536977981217 0.39370137313380826 0.50526826549321402 0.4156708433292805 0.32384221209213127 0.27641726471483696 1.0639148787595329 0.3509990726597606 0.20069741015322506 2.7700852969428551 0.49644674826413393 0.75338889937847842 2.5672451391583309 0.56448272673878808 1.1864564609713855 0.51548656821250904 1.010111555107869 0.52531999815255392 0.44260808231774718 0.38212889758869728 0.57704527373425696 0.37458353559486557 1.0750300918007267 1.7363197057275144
leaf_count=784 208 211 58 4 20 10 158 20 9 18 6 10 51 9 5 102 11 51 122 43 273 72 434 21 189 9 25 12 101 75
internal_value=0 0.00023983 -0.000535143 -0.00079767 6.92947e-06 -0.000230464 -0.00033491 0.000826175 -0.00128298 -7.1835e-05 0.00095364 0.00116667 -0.000207873 -0.00125838 4.90221e-05 0.000284355 -0.000784886 -0.000329242 -0.000122732 -0.000920191 -0.00164939 -0.00121398 -0.00146905 -0.00089346 0.000177128 3.67273e-05 -0.000119692 6.14502e-05 -0.000139371 0.000298781
internal_weight=0 13.8619 14.7063 10.1464 10.4518 8.10358 7.75109 2.34818 4.98344 6.03255 3.41018 3.08634 5.61688 1.71854 4.55985 3.84367 1.07358 5.16301 4.40962 1.84237 1.27789 0.716184 4.47817 1.97804 0.967928 4.55297 4.14511 3.76298 3.3884 2.31336
internal_count=3121 943 2178 1930 716 488 478 228 1437 311 227 221 293 167 248 171 69 493 442 320 277 77 1428 644 210 242 222 213 201 100
is_linear=0
shrinkage=0.00190369


Tree=341
num_leaves=31
num_cat=0
split_feature=4 151 150 160 474 158 42 457 156 12 457 148 1213 42 156 130 1 43 52 13 15 2 151 52 42 133 42 1 376 51
split_gain=0.227221 0.27618 0.254092 0.356265 0.227404 0.227388 0.23059 0.213581 0.227552 0.208976 0.208751 0.20247 0.190414 0.188916 0.183117 0.183679 0.192642 0.2232 0.217166 0.228025 0.20416 0.196911 0.191261 0.190558 0.264456 0.24295 0.182884 0.17359 0.23621 0.167322
threshold=0.27044500000000005 -0.27559499999999998 -0.22665999999999997 -0.091944999999999985 -1.0000000180025095e-35 0.094850000000000004 -1.0000000180025095e-35 -0.0029299999999999994 0.10463000000000001 -1.0000000180025095e-35 -0.14786499999999997 0.10530000000000002 -0.082704999999999987 -0.084624999999999992 -1.0000000180025095e-35 -0.23647499999999996 0.10022000000000002 -0.074359999999999996 -0.080114999999999978 -0.42195999999999995 0.095175000000000023 0.090425000000000019 0.15288500000000002 0.11434500000000002 0.084895000000000012 0.091410000000000005 -0.11466499999999999 0.090405000000000013 0.091135000000000008 -0.094454999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 9 -3 6 13 10 11 -4 -8 12 -9 26 -14 -16 20 -18 -19 -20 21 -17 -22 24 -23 -26 -5 28 29 -28
right_child=1 4 3 5 -6 -7 7 8 -10 -11 -12 -13 14 -15 15 16 17 18 19 -21 22 23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0031170232314700194 -0.0033906311619206634 -0.0040246032671709085 0.0012779255569880456 -0.0024926195276241164 0.0017267104967272832 -0.0032663074698613148 0.0015178583437430026 -0.0036955326101501809 -0.0033246721794168237 -0.003324891866684534 -0.0030707151407454673 -0.003830395165582466 -0.0036841790080769697 -0.0033052539481636355 -0.0032347591914490222 -0.00026687133939659396 0.0037939439140725782 -0.0012134846098597121 -0.0012931043664436881 0.0028601891898365137 -0.003800585321200933 0.0026359925690124675 0.0024487323279262533 -0.0015866460776820148 0.0012569175182166876 -0.0038383076806023588 0.0025081162646285564 0.0023939283450043788 0.0037516865227096448 -0.0037296945128834917
leaf_weight=0.27997747936751594 0.17645700671710107 0.098011101130396461 0.15960716083645821 0.44129882467677806 1.7445417980197819 0.32028808890027072 0.18364825713797472 0.14030599707620428 0.22256345312052861 0.80304594051267386 0.49331699813773955 0.14611549396067847 0.13027488092483697 0.47560587147017575 0.15519912148010195 1.851084389898485 0.53380407296936017 0.41934943478554476 0.23023058346006997 0.79306833719601855 0.2706765301991253 1.3697036786907122 0.087466210126876831 0.26235247107979365 0.41464293388708018 0.18165819621935952 0.072868462797487044 0.35097024336573668 0.10737916175276041 0.28532685599930119
leaf_count=15 15 3 17 128 347 140 33 134 110 384 138 6 108 355 17 409 80 30 24 71 125 65 2 16 57 56 11 33 3 189
internal_value=0 0.00100027 -0.000338899 -0.000427653 0.00142078 -0.000220957 -0.000119553 0.000147155 0.000332451 -0.00256175 -0.00182592 0.000448962 0.00054038 -0.00133281 0.000629091 0.000714628 0.000810191 0.00176425 0.00101323 0.00192575 0.000385262 0.000618756 -0.00227437 0.00135444 0.00174691 -0.000295301 -0.000587004 0.00044288 -0.00102791 -0.00246072
internal_weight=0 2.01901 11.1818 10.9019 1.84255 9.9392 9.61891 7.88546 7.2085 0.962653 0.676965 6.98593 6.83982 1.73345 6.69951 6.56924 6.41404 1.97645 1.44265 1.0233 4.43758 4.07944 0.358143 2.22836 1.966 0.596301 1.25784 0.816545 0.465574 0.358195
internal_count=3121 365 2756 2741 350 2340 2200 1481 1310 401 171 1200 1194 719 1060 952 935 205 125 95 730 603 127 194 178 113 364 236 203 200
is_linear=0
shrinkage=0.00367398


Tree=342
num_leaves=31
num_cat=0
split_feature=1 47 12 50 4 12 0 13 48 1429 2 457 4 16 0 52 52 1 402 159 50 4 43 4 3 12 133 4 132 16
split_gain=1.50196 0.811008 0.684238 0.679604 0.757041 0.640697 0.738401 0.587628 0.442043 0.434494 0.373559 0.476711 0.447507 0.355957 0.546305 0.35441 0.529181 0.420696 0.339148 0.337687 0.639927 0.412963 0.603047 0.336518 0.392988 0.538471 0.326987 0.304039 0.291462 0.385907
threshold=0.099195000000000019 0.087885000000000019 -1.0000000180025095e-35 0.11610000000000001 -0.17966999999999997 0.084100000000000022 -0.060129999999999996 -0.095304999999999987 0.12879500000000002 0.084545000000000009 0.11474000000000002 0.045365000000000009 -0.011209999999999999 -0.51370499999999997 -0.084269999999999984 0.19022000000000003 0.077655000000000016 0.094090000000000021 -0.50169499999999989 -1.0000000180025095e-35 0.089280000000000012 0.09173000000000002 -0.067199999999999996 -0.51843499999999987 0.10732000000000001 0.092355000000000007 0.088625000000000009 -0.17966999999999997 0.082230000000000011 -0.091354999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -4 9 7 13 10 15 11 12 -6 -7 -15 16 17 28 -9 -3 21 -21 -23 -8 25 -25 -18 -20 29 -1
right_child=1 19 3 -5 8 6 23 18 -10 -11 -12 -13 -14 14 -16 -17 26 -19 27 20 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00018041670914072883 0.0012477942687576494 -0.001171764162698048 -0.001136557933949842 -0.0014506276169236191 -0.0011309036029237237 0.00086982116447701741 -0.0010306598339171629 0.00037958750427019632 -0.00040492753649458424 0.00082582447857339474 0.0012577095526109512 0.0014643826816328667 0.00042850463544111413 -0.0011568286190131519 0.0011108671042766203 -0.0014215823562020661 0.00084664171758057068 0.00044548658726691748 0.001265120353342041 -0.001262082402790003 0.0012491772775465777 0.00079809290664809409 -0.00058574004099252173 0.0004956742219632995 0.0011726033946752291 -0.0010591173946778922 -0.00051451219387042444 -0.0012665966838918208 0.0005743035408204974 -0.0010376696780098787
leaf_weight=1.8222749744309101 1.8051066668704141 0.63100391102489073 0.55333884095307251 0.40396536537446071 0.4333998179063191 0.45858637057244767 0.5447166180238131 0.26890942186583 0.77328977547585953 0.84770908881910134 1.6195864882320163 0.66193489148281504 1.853788932319733 0.80301728076301504 0.27129200845956969 0.43913567718118418 1.3492091076914219 1.0153268561698494 0.092382121365518155 0.69810212496668089 0.58503910014405835 0.96581605076789978 1.5918295835144807 1.026786747621369 0.56985432375222433 0.72570670605637122 0.44899547030217934 4.5541126115131165 0.40717500029131759 2.2278472259640756
leaf_count=62 242 49 78 25 30 10 22 22 19 38 117 31 67 97 7 39 78 42 3 58 30 19 51 24 9 108 11 1481 18 234
internal_value=0 0.000237247 0.000497863 0.000282966 0.000401757 -0.000385952 -0.000636672 -0.000896046 0.000561099 -0.000113034 0.000724607 0.00043184 0.000133012 -0.000149192 -0.000584174 -0.000216261 -0.000143464 -0.00035712 -0.00112896 -0.000235078 -8.11897e-05 -0.000320249 -6.31782e-05 -5.33163e-05 0.000175924 -0.000148164 0.000506774 -0.00121626 -0.000539945 -0.000651965
internal_weight=0 12.5762 8.10441 6.2993 5.89534 17.873 9.31536 6.4483 5.342 8.55767 4.56871 2.94912 2.28719 1.5329 1.07431 7.70996 7.27083 5.47262 4.9154 4.47179 3.84079 3.25575 2.55765 2.86706 2.32235 1.75249 1.7982 4.64649 4.4573 4.05012
internal_count=3121 816 609 367 342 2305 1783 1620 264 522 245 128 97 114 104 484 445 356 1506 207 158 128 70 163 141 132 89 1484 314 296
is_linear=0
shrinkage=0.0013816


Tree=343
num_leaves=31
num_cat=0
split_feature=3 39 51 483 151 1348 1 122 14 16 1213 376 456 480 155 43 1455 49 1374 15 130 4 104 474 1 128 151 13 3 160
split_gain=0.222521 0.237944 0.246664 0.24331 0.220531 0.284857 0.196635 0.191428 0.189722 0.227335 0.178739 0.168424 0.16374 0.165663 0.163857 0.16866 0.155828 0.177432 0.175793 0.154752 0.185272 0.178293 0.174622 0.169593 0.237626 0.213871 0.171729 0.174543 0.200388 0.20528
threshold=0.30112000000000005 0.0046100000000000004 -0.40274499999999996 0.096190000000000012 -0.40381499999999992 0.090205000000000021 0.098700000000000024 0.09197000000000001 0.076175000000000007 -0.54165499999999989 -0.082704999999999987 0.049360000000000008 0.090775000000000008 1.0000000180025095e-35 0.088610000000000008 0.39192500000000002 1.0000000180025095e-35 0.10595500000000001 0.093235000000000012 0.091650000000000023 -0.10152499999999999 -0.014149999999999998 1.0000000180025095e-35 -1.0000000180025095e-35 0.10781 0.086435000000000012 0.056735000000000001 -0.53104499999999988 0.090900000000000009 0.088020000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 8 11 -8 9 -6 -11 -4 13 14 15 16 17 18 19 20 -12 -21 23 -22 25 26 27 -25 29 -29
right_child=-2 2 6 -5 5 -7 7 -9 -10 10 12 -13 -14 -15 -16 -17 -18 -19 -20 21 22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0036842374017567511 0.0021631438000068995 -0.0037263502851760922 -0.0015507645218604646 -0.0036687708738074951 0.0031051468063444838 0.0035815859020232512 0.0031370317622607846 -0.0016436825030049626 -0.0034051262672109795 -0.0036449977694264011 -0.0038082091840680172 0.0017874783667903159 -0.0031186383541557329 -0.0032512781602405134 -0.0030954491646165458 -0.0033498425543747427 -0.003653490509480297 0.002070436202632104 -0.0037198490012998343 -0.002983191843137925 -0.0036464264837740242 0.00024306054255886754 -0.0036406722709999111 -0.0038711739896128065 0.002047119404131729 -0.0037386203885937832 -0.001896171228345825 0.00058770719079896932 0.0021769573607142751 -0.0022856329430590381
leaf_weight=0.2540986793173915 0.53447863610927093 0.13663206584169518 0.423078166815684 0.29874115255370348 0.25499972951365002 0.24772219266742546 0.79818010641611181 0.12796764867380261 0.26195629889844063 0.21409702072558978 0.14451393336638041 0.37575239490251988 0.26156864213408049 0.2288110085064553 0.23719119874294925 0.19738745917857237 0.14720503138960328 0.56681428439333092 0.16677663393784303 0.44706216354097705 0.13054957255370236 0.4551988833118229 0.14110286743380118 0.11398522183297943 1.1083294593263415 0.1765656717470846 0.41373334091622371 2.7131520743715147 0.91211166861467052 0.37232303855125781
leaf_count=52 132 14 60 154 34 25 229 7 87 276 34 33 53 169 171 86 130 78 22 235 20 33 8 2 97 78 49 629 41 83
internal_value=0 -0.000228446 0.000966902 -0.000441065 -0.000346226 -0.000260665 0.00133864 0.00247647 -0.00035914 -0.000274287 -0.000368484 1.94718e-05 -0.000289968 -0.000204656 -0.0001221 -3.61652e-05 4.54984e-05 0.000114755 -3.71912e-05 4.89658e-05 0.000252489 -0.00135552 0.000348977 0.000443738 0.00053564 0.000179353 0.000332222 0.000556458 0.000682705 0.000240982
internal_weight=0 12.3276 1.86161 10.466 10.1673 9.91316 1.72498 0.926148 9.66544 9.40348 9.14848 0.798831 8.93438 8.67281 8.444 8.20681 8.00942 7.86222 7.2954 7.12863 6.22637 0.902261 6.08185 5.94075 5.8102 4.70187 4.52531 4.11157 3.99759 3.08548
internal_count=3121 2989 343 2646 2492 2440 329 236 2415 2328 2294 93 2018 1965 1796 1625 1539 1409 1331 1309 1041 268 1007 999 979 882 804 755 753 712
is_linear=0
shrinkage=0.00362869


Tree=344
num_leaves=31
num_cat=0
split_feature=1456 31 2 123 403 157 41 2 158 457 1213 123 1374 50 52 130 1446 11 13 13 3 1 48 0 3 133 15 42 15 4
split_gain=0.209979 0.196259 0.217218 0.22907 0.200087 0.198981 0.206429 0.222955 0.206896 0.208912 0.172092 0.182915 0.174304 0.189857 0.184118 0.178979 0.165062 0.152565 0.170046 0.183673 0.162862 0.342234 0.17695 0.199948 0.192257 0.157363 0.142574 0.170294 0.161703 0.150651
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.099185000000000009 0.083855000000000013 -0.092474999999999988 -0.084489999999999996 0.079885000000000025 -0.13033999999999998 0.084765000000000021 -0.068264999999999978 -0.082704999999999987 0.10173500000000001 -0.094929999999999987 0.10156500000000002 -0.43320999999999993 -1.0000000180025095e-35 0.081030000000000019 0.089270000000000002 -0.53104499999999988 -0.47860499999999995 -0.10115999999999999 0.102705 -0.08595499999999999 -0.15202999999999997 0.12178000000000001 0.099660000000000012 0.091650000000000023 0.088200000000000014 0.15614500000000003 -0.49405499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 16 -3 -6 7 -7 9 -9 -11 12 -12 14 -14 -16 17 18 -4 -20 25 -22 -23 24 -24 -21 29 -28 -29 -17
right_child=1 2 3 -5 5 6 -8 8 -10 10 11 -13 13 -15 15 26 -18 -19 19 20 21 22 23 -25 -26 -27 27 28 -30 -31
leaf_value=-0.0023187178071930568 0.0033952553770379497 -0.0031973482497509686 -0.0025164480203977522 0.0024404379983365729 -0.0033612283989870317 0.0025360818399750092 -0.0027784039429227581 -0.0028629700461934083 -0.0033544216568741716 -0.0033284527269113011 -0.0020809789110416942 -0.0034463534768138949 -0.0033489115553110948 -0.0033390097273836026 -0.0014641153026478566 -0.0011327627375064978 -0.0033641300229523101 -0.0020101153690885443 0.0034601827993684061 0.0023071529953145307 -0.0022061801289938372 -0.0023425054362536868 0.0015102818615676035 0.0023619954008724307 -0.0014516301914164749 -0.00085940130417762176 -0.0030475304718196707 -0.0033251040197737336 0.0029704338158319599 0.0013237921927265175
leaf_weight=0.45602359906479151 0.18100499553838467 0.28127178509020812 0.19655120128300074 0.56352938161580812 0.23142604752501572 0.33424635589471829 0.33156524185324077 0.2884338812582391 0.22596109997539304 0.16178332436538401 0.32682957930955669 0.15108344028703857 0.12919533927924742 0.14247599380905729 0.39293950772843889 0.30033676428138001 0.13847137946868304 0.28883973113261152 0.23809184491983693 0.76096375973429609 0.58915143976628259 0.18969160190317769 0.48712559032719571 0.7137242718017659 0.4750833457801491 0.22263137390837073 0.21011443293537002 0.063175339484587312 0.15375622804276645 3.1224815768219134
leaf_count=288 86 307 9 134 153 71 64 99 91 199 19 6 60 96 124 32 47 63 22 97 291 14 31 125 23 8 49 83 5 425
internal_value=0 -2.80175e-05 -8.09278e-05 0.000454397 -0.000461198 -0.000343985 -0.00023375 -9.31959e-05 -0.000248231 -0.000119271 3.42698e-05 0.000143242 0.000255263 0.000424398 0.000547041 0.000665674 0.000194139 0.000312528 0.000485745 0.000646248 0.000451396 -4.99546e-06 0.000690123 0.00103337 4.78603e-05 0.00159042 0.000883053 -0.000921849 0.00113703 0.00110824
internal_weight=0 11.8919 11.7109 4.86385 6.84708 6.5658 6.33438 6.00281 5.66857 5.44261 5.15417 4.99239 4.8413 4.51448 4.372 4.2428 4.30033 4.16185 3.87301 3.67646 3.43837 2.45478 1.86562 1.67593 0.962209 0.983595 3.84986 0.427046 0.216932 3.42282
internal_count=3121 2833 2747 864 1883 1576 1423 1359 1288 1197 1098 899 893 874 778 718 730 683 620 611 589 484 193 179 54 105 594 137 88 457
is_linear=0
shrinkage=0.00331285


Tree=345
num_leaves=31
num_cat=0
split_feature=1 150 4 0 1 4 52 3 3 14 2 51 403 16 52 39 48 4 47 48 14 42 3 52 1374 151 1375 15 15 13
split_gain=1.21162 0.644385 0.59991 0.557215 0.638201 0.477959 0.540663 0.459841 0.412061 0.389885 0.454847 0.57536 0.392833 0.481495 0.359207 0.339481 0.385382 0.384842 0.501493 0.467212 0.424308 0.360817 0.322497 0.304709 0.295126 0.326722 0.305028 0.281196 0.621561 0.332819
threshold=0.094385000000000011 0.080470000000000014 0.50822500000000004 -0.060129999999999996 1.0000000180025095e-35 -0.49405499999999997 0.10347000000000002 0.16158000000000003 0.11296500000000002 0.062655000000000016 0.073895000000000002 0.08955500000000001 0.03138500000000001 -0.5224049999999999 0.11434500000000002 0.085220000000000004 0.14174500000000004 -0.029144999999999997 0.096300000000000011 0.13723000000000002 -0.10708499999999999 -1.0000000180025095e-35 -0.074084999999999998 0.091275000000000009 0.087110000000000007 0.10424500000000002 -0.43996499999999994 0.083935000000000023 0.084050000000000014 -0.099939999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 4 8 6 -5 15 27 10 12 -12 13 -6 23 16 17 19 20 -2 -19 -17 -20 -7 25 26 -3 -1 -29 -30
right_child=1 24 -4 5 9 14 -8 -9 -10 -11 11 -13 -14 -15 -16 21 -18 18 22 -21 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.001486058813162119 -0.0013095695562716217 -0.00036419391043664162 0.00096184081211200259 -0.0015447196253286354 0.0015351239726939525 0.00028632651086736907 0.00026985422305278906 0.00079996146179108591 0.00031270348425275183 -0.001498566309021453 0.00062180979604228772 -0.00096232686864141292 0.00040624225348181921 -0.0014861307611850982 -0.00094725671411365325 -0.00053895855935855218 -0.00153914351546512 -0.00074407258249830027 -2.5542617359628243e-05 0.0011148262637878975 0.00073292410692355283 0.0011083521778843396 -0.0011839726598687236 0.0014862413430446356 -0.00062983554164314714 -0.00049751500503202322 0.0012723866572523007 0.0016905232546958169 0.00074463797394237047 -0.0012560001847589069
leaf_weight=2.3198425044538435 1.1558921486139269 0.27598258783109608 1.2918165946612123 0.73734169581439324 0.12788939476013128 1.8994087251485359 0.68666159547865391 1.0503733155783264 0.46844023931771506 0.48149963805917639 2.1597432210110132 0.64463107520714391 0.48545848845969874 1.068573930708226 0.38714479282498349 0.46802808670327067 0.56053842417895783 0.54319164156913791 1.0796940799336854 0.20223315898329008 1.8746366510167725 0.74812959460541584 1.0044815521687296 0.60397066536825139 0.28996850876137603 0.3112269693519919 2.315956884645856 0.20601983612868924 0.20464127825107414 1.4983629700145682
leaf_count=784 195 5 151 64 4 112 18 57 9 77 65 21 43 283 32 13 18 15 46 5 83 75 58 22 14 25 183 12 11 621
internal_value=0 0.000210327 2.62194e-05 -0.000411641 -0.000607927 2.80643e-05 -0.000669723 -0.000112911 -0.000996788 -0.000240239 -0.000105186 0.00025767 -0.0007102 -0.00116319 0.000371826 -0.000238468 -0.000373494 -0.000261996 -5.48788e-05 -0.000948562 0.000401101 0.000474398 -0.000583855 0.000575821 0.000785688 0.000927071 0.00109813 -0.00114184 -0.000723553 -0.00101559
internal_weight=0 13.1722 9.97902 13.9796 9.6651 4.31453 1.424 8.6872 4.69731 4.9678 4.4863 2.80437 1.68192 1.19646 2.89052 7.63683 6.42067 5.86013 4.502 1.35813 2.41783 1.21616 2.08418 2.50338 3.19313 2.90317 2.59194 4.22887 1.90902 1.703
internal_count=3121 943 716 2178 1930 248 82 565 1437 493 416 86 330 287 166 508 420 402 202 200 98 88 104 134 227 213 188 1428 644 632
is_linear=0
shrinkage=0.0014715


Tree=346
num_leaves=31
num_cat=0
split_feature=4 151 150 160 11 1456 403 4 376 1213 1373 148 401 150 1 51 16 15 47 47 160 42 15 49 0 1 1 48 16 2
split_gain=0.201297 0.222139 0.218451 0.30368 0.192371 0.245885 0.228581 0.255927 0.173867 0.173625 0.174515 0.173579 0.165053 0.16081 0.181118 0.158885 0.242128 0.214728 0.176956 0.191466 0.261718 0.206961 0.182763 0.291663 0.232557 0.217008 0.280599 0.215298 0.189974 0.181797
threshold=0.27044500000000005 -0.27559499999999998 -0.22665999999999997 -0.091944999999999985 0.081790000000000015 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.15764999999999998 0.081970000000000015 -1.0000000180025095e-35 0.099250000000000019 1.0000000180025095e-35 0.082755000000000009 0.081835000000000019 0.111945 0.091630000000000003 -0.071854999999999988 -0.073184999999999986 0.13206500000000002 0.11312500000000002 0.11205000000000002 -0.095859999999999987 -0.0063699999999999989 -0.048674999999999989 -0.026509999999999995 0.095285000000000022 0.11249000000000002 0.083685000000000009 0.16703000000000004 0.10855000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 8 5 -5 7 -7 12 -8 11 15 -4 14 -3 18 -17 -18 19 20 21 -11 23 27 25 -25 -27 -23 -24 -30
right_child=1 13 3 4 -6 6 9 -9 -10 10 -12 -13 -14 -15 -16 16 17 -19 -20 -21 -22 22 28 24 -26 26 -28 -29 29 -31
leaf_value=0.0028158374721626374 -0.0031169730286110184 -0.00067500797451543887 -0.0034041630995270216 -0.0034846878278241289 -0.0026016970340437475 0.0028599139519248406 -0.0034646848701415048 -0.0025984623168809739 0.0015590977512270727 -0.0023639047081561401 -0.0032560049943439668 -0.003153213894399735 0.0028734905266732031 0.0034841225509343581 0.001860281634114861 0.0034104831122570359 -0.0028298215978232125 0.0018139303602669997 -0.0023874779349601096 0.0027669360576214872 -0.0035313461454309293 -0.0034696074018644297 0.0015217775767338807 -0.003387585352165135 0.0035082604022463816 0.0015430352511971242 -0.0030945566573039951 0.0021557101378743846 -0.001817248751983943 0.0017224206353586026
leaf_weight=0.26072121481411059 0.14803676842711855 0.58654652500990845 0.69329611377906886 0.24757448390300041 0.38026386834099035 0.12074275448685512 0.15218571109289047 0.66920574592949655 0.11774400994181633 0.3184770003863332 0.16463358883629542 0.16596620462951239 0.053738404560135677 0.32234645198332135 0.78406484506558627 0.49408176816359628 0.19448377835215069 0.3037822137994225 0.29693378397496406 0.36403544413042244 0.21699078021629237 0.092869195155795281 2.314334775801425 0.52810230183239892 0.10951173445210427 0.37128903367556632 0.26713516446761787 0.63484424895432312 0.46070277024409723 0.27646573691163212
leaf_count=15 15 57 379 189 117 11 190 639 11 73 18 26 11 80 213 75 27 41 13 42 73 39 262 293 9 37 27 81 48 10
internal_value=0 0.000936627 -0.000302492 -0.000383717 -0.00019888 -9.46271e-05 3.91874e-06 -0.00176416 -0.00233829 0.000184677 0.000257998 0.000336071 -0.00295258 0.00129108 0.000775317 0.000416013 0.00169874 1.37554e-06 0.000212402 0.000342045 0.000184151 0.000334182 0.000504159 -0.000305541 -0.00129976 -0.00175113 -0.000397467 0.00143782 0.00103584 -0.00048974
internal_weight=0 1.84099 10.2701 10.0094 9.14461 8.76435 8.51677 0.789949 0.864779 7.72683 7.57464 7.41001 0.747035 1.69296 1.37061 7.24404 0.992348 0.498266 6.25169 5.95476 5.59072 5.37373 5.05525 2.00375 1.27604 1.16653 0.638424 0.727713 3.0515 0.737169
internal_count=3121 365 2756 2741 2340 2223 2034 650 401 1384 1194 1176 390 350 270 1150 143 68 1007 994 952 879 806 486 366 357 64 120 320 58
is_linear=0
shrinkage=0.00345078


Tree=347
num_leaves=31
num_cat=0
split_feature=147 48 14 123 484 42 133 1 48 51 1 42 42 13 0 132 12 52 43 34 454 48 16 4 4 13 13 16 52 1
split_gain=0.185602 0.241116 0.218186 0.211626 0.248652 0.208417 0.239616 0.206606 0.35299 0.34889 0.198726 0.261251 0.267806 0.236777 0.229702 0.220013 0.211801 0.199237 0.252463 0.210799 0.200713 0.194612 0.192683 0.174298 0.17966 0.22808 0.16346 0.161971 0.158475 0.147232
threshold=0.089025000000000007 -0.098424999999999985 0.076175000000000007 1.0000000180025095e-35 -0.0068949999999999992 -0.088934999999999986 -0.089569999999999983 0.13559000000000002 0.12737000000000001 -0.40274499999999996 0.10752500000000002 -1.0000000180025095e-35 0.091735000000000025 0.41383500000000001 0.18019500000000002 0.082230000000000011 0.11734000000000001 0.10160000000000001 -0.078844999999999985 -0.0011599999999999998 -1.0000000180025095e-35 0.31656000000000006 -0.51370499999999997 -0.49405499999999997 -0.083854999999999985 -0.07692499999999998 -0.095304999999999987 -0.014034999999999997 -1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 21 -5 -7 8 10 -9 11 15 14 -14 17 -6 -12 19 -19 -13 -21 -1 -22 -24 28 26 -26 -27 -25 -17
right_child=1 -3 -4 5 7 6 -8 9 -10 -11 16 12 13 -15 -16 29 -18 18 -20 20 22 -23 23 24 25 27 -28 -29 -30 -31
leaf_value=-0.0027527617370691447 -0.0025029494645135392 0.0025157035460787978 -0.002977256154207247 -0.0016949136413318005 -0.0031648300903259949 -0.0023319144396120911 0.0026047554113489226 -0.0032970431780656676 -0.0030227297194934401 0.0029300072472255379 0.0013596084380809452 -0.0032864439760278662 -0.0030594144200448356 0.0034666907924528361 0.0033507497867454384 -0.0032340255286484503 -0.0018010241277463793 0.001109188138626377 -0.0033102957883887887 -0.0032886921173113743 0.0033949591890911116 0.003433735217057146 -0.0032575522882449582 0.00013886579056997107 -0.00024514057251262994 8.8930784861259471e-05 -0.0032302381784018669 0.0023949424637978618 0.0028137077333327022 0.0021720562938795651
leaf_weight=0.59264194368733569 0.12242611846886575 0.52743824226490765 0.28631615592166859 0.20387178531382233 0.57302511623128793 0.11828302161302418 0.74366199597716398 0.1163033212069422 0.45674174677696999 0.47399287088774222 1.4245600235299205 0.16966500808483953 0.47537491290131573 0.065675407648086548 0.2185007114894687 0.075930225691990927 0.26027154468465585 0.20557702750375029 0.38619093541637983 0.14852980434078888 0.22872032399754427 0.057937182486057281 0.13422802250715404 0.39932489313650876 0.50416540954028888 1.1340908789425155 0.30593614772078603 0.43833556544272179 0.54184777004410989 0.16793781041633338
leaf_count=456 22 102 95 22 573 14 204 8 40 105 181 16 357 1 9 86 13 70 108 27 9 1 76 33 48 63 284 48 23 27
internal_value=0 0.00157025 -0.000202023 -0.000127212 -0.00027909 0.00123444 0.00192731 -0.000138618 -0.000269372 0.00170312 -0.000109333 -0.000376995 -0.000118162 -0.00226724 0.000123319 -0.0020741 0.000871356 -3.00971e-05 -0.00177499 0.000227734 0.000383198 -0.00220182 0.000531133 0.000341709 0.000487065 1.62878e-05 -0.00137247 0.000731763 0.00167881 0.00048883
internal_weight=0 0.649864 10.9076 10.6213 9.5555 1.06582 0.861945 8.90493 8.31463 0.590296 7.85789 6.17306 5.35616 0.54105 4.81511 0.816893 1.68483 4.59661 0.591768 4.00484 3.83518 0.650579 3.68665 3.45793 3.3237 2.38253 0.810102 1.57243 0.941173 0.243868
internal_count=3121 124 2997 2902 2662 240 218 2205 2092 113 2052 1858 1172 358 814 686 194 805 178 627 611 457 584 575 499 443 332 111 56 113
is_linear=0
shrinkage=0.0032217


Tree=348
num_leaves=31
num_cat=0
split_feature=1 47 159 3 3 12 50 4 51 474 43 3 48 0 48 42 51 47 1212 43 15 13 0 16 1 16 0 15 15 1
split_gain=1.43962 0.749537 0.58969 0.603102 0.98039 0.553156 0.576878 0.57009 0.423218 0.522206 0.476415 0.417187 0.408376 0.443172 0.395732 0.401438 0.484863 0.329775 0.303175 0.36513 0.521227 0.368425 0.348226 0.295457 0.275276 0.4015 0.545281 0.356947 0.260935 0.286649
threshold=0.10060500000000001 0.087885000000000019 -0.032739999999999991 -0.12018999999999998 -0.055119999999999995 -0.040564999999999997 0.10965000000000001 -0.17966999999999997 -0.096089999999999981 0.084660000000000027 -0.079109999999999986 0.092670000000000016 0.085845000000000019 -0.22491999999999998 0.12879500000000002 -0.098769999999999983 -0.076794999999999988 0.097480000000000011 -0.50120999999999993 -0.084004999999999982 0.040760000000000005 -0.0034749999999999994 -0.13843999999999998 -0.056919999999999991 0.10781 -0.061854999999999993 -0.18901999999999997 -0.055554999999999993 0.079055000000000014 0.077845000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 -1 17 18 -2 7 -7 -6 10 -10 12 13 -12 15 -9 -17 28 -5 20 -20 -22 -21 -15 -3 26 -26 -27 29 -4
right_child=1 24 3 4 8 6 -8 14 9 -11 11 -13 -14 23 -16 16 -18 -19 19 22 21 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=-0.0015241510687042192 0.0014861776519120909 -0.0011845542602949945 -0.00021430480090206528 0.0006746637900080382 -0.0015874488125060206 -0.0011762798820760332 -0.0013282228826264528 -0.00044819788054267925 0.00080764384838715646 0.0013925294553667794 0.00090959294756979485 0.00020624726765315239 -0.0016035074320118301 -0.00025843048801178976 -0.00040093648020005416 -3.4115718787596881e-05 0.0012345540844438327 0.0014607474128075118 -0.0013692327530781061 0.00022121190112907665 0.0007266124532273509 -0.00092130292639649915 -0.0015702617940856209 -0.0016161606102258847 -0.0011017793885775863 -0.0014227600515388384 0.00076631312675971863 5.5225020605318593e-05 -0.0010248436546395647 0.00086984238345318295
leaf_weight=1.0855211747111777 1.3246464009862391 0.62923428090289224 1.3550728152040465 0.26101374346763417 0.43931320903357107 0.45042891858611245 0.44419358693994571 0.54930430324748147 1.0561504855286328 0.58581924473401148 0.52109219552949082 2.0441909343935549 0.86974597361404438 1.1194504972081629 0.7613077564164995 0.92737097339704622 3.4140257595572603 0.46893795579671849 1.1560802671592738 0.29007689631544575 0.80246059119235724 0.55599242495372869 2.7800340189132737 0.5938250584294954 0.48480748524889383 0.7779528086539359 1.7211729960981759 0.80481702485121753 0.45683119562454511 1.0462271559517828
leaf_count=334 223 32 39 24 62 69 27 13 52 18 10 50 38 50 19 26 209 13 265 13 52 100 1067 32 17 65 62 24 59 57
internal_value=0 0.000281353 -0.000413541 -0.00034004 -0.000490539 0.00056923 0.000383695 0.000508305 -0.000107433 -1.16794e-05 -0.000144264 -0.000339543 -0.000698969 -0.00034687 0.000642555 0.00080499 0.000963552 0.000251415 -0.000964343 -0.00104095 -0.000601345 5.21479e-05 -0.001401 -0.000729023 -0.000231542 -7.32663e-05 0.000355763 -0.000671225 5.29974e-05 0.000258049
internal_weight=0 12.2893 17.4878 16.4023 13.0752 7.87128 6.54663 6.10244 7.22959 6.79027 6.20446 5.1483 3.10411 2.23437 5.65201 4.8907 4.3414 3.32707 5.84566 5.58464 2.51453 1.35845 3.07011 1.71328 4.41798 3.78875 2.20598 1.58277 2.85813 2.4013
internal_count=3121 786 2335 2001 1833 586 363 336 312 250 232 180 130 92 267 248 235 168 1521 1497 417 152 1080 82 200 168 79 89 155 96
is_linear=0
shrinkage=0.00155591


Tree=349
num_leaves=31
num_cat=0
split_feature=1 0 52 47 1 50 160 15 1 48 4 43 3 2 3 43 4 16 1374 474 457 3 0 0 124 51 3 42 160 43
split_gain=1.4686 0.800586 0.695895 0.706358 0.642938 0.568898 0.575729 0.577955 0.63125 0.559545 0.549722 0.664239 0.503551 0.472973 0.609743 0.429313 0.416093 0.425076 0.764336 0.485126 0.434151 0.412069 0.388163 0.409707 0.343129 0.390382 0.465536 0.394548 0.338596 0.319201
threshold=0.094385000000000011 -0.060129999999999996 -0.43320999999999993 0.096300000000000011 1.0000000180025095e-35 0.11610000000000001 -0.51146999999999987 0.035560000000000008 0.11146500000000002 0.12879500000000002 -0.49405499999999997 -0.52440999999999993 0.16158000000000003 0.10731 -0.116045 -0.041739999999999992 0.053925000000000008 -0.087989999999999985 -0.094929999999999987 0.084660000000000027 0.082380000000000009 0.11296500000000002 -0.077999999999999986 -0.077639999999999987 -0.50724999999999987 -0.076794999999999988 0.12178000000000001 -0.21468499999999999 0.086870000000000017 -0.0037449999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 5 21 6 -4 9 -9 24 11 -3 15 -12 -15 -5 17 18 -6 22 28 -1 -19 -24 -8 26 -26 -27 29 -20
right_child=2 10 3 12 16 -7 7 8 -10 -11 13 -13 -14 14 -16 -17 -18 19 20 -21 -22 -23 23 -25 25 27 -28 -29 -30 -31
leaf_value=-0.0011901289244446022 -0.0014766711494429955 0.00086341230132082596 -0.0015388947513501102 0.00011104008182612245 -0.0016212678047081599 -0.00098768644129842618 -0.0010112757083040904 -0.0011688898064340764 0.00061515558488270037 -0.00057600151853829035 0.00074074064117449863 -0.0012681767894802392 0.0011098915580790587 0.00073570496032484992 -0.0014937084873760662 -0.0008730900079531018 0.00083227782866284491 -0.0015019251744995538 -0.0014777753399957735 0.00025485719041672226 0.0016264089356929315 0.00017742381203831234 0.0016399950680190806 -0.0011740295941364423 0.001047095037795806 -0.00059566301533185218 -0.00080866864146356436 0.0012705803979956827 -0.0015272534371681124 0.00082470972063364496
leaf_weight=4.6287659992231038 0.51506457396317173 0.43296812009066332 0.27037420228589049 1.7712696644011887 0.46900707110762629 0.53537562838755626 0.18735770764760218 0.72395583789329965 1.0318971823435275 0.56682912819087494 2.3063243473880024 1.1375954683171583 0.52698032138869155 0.49787010252475739 0.55826298275496788 2.0531495210016137 0.58926682942546893 1.6968087826389822 0.15698566427454352 0.66071833972819138 0.50648636370897282 0.52641968894749869 0.19311742414720356 0.26099156192503903 0.66805411851964513 0.25590605568140379 0.51241446542553604 4.8243911277968534 0.245495421346277 0.72881132480688371
leaf_count=1428 119 8 15 75 8 44 6 63 41 10 59 74 25 8 99 83 26 228 37 62 8 9 3 60 37 5 13 407 14 47
internal_value=0 -0.000453025 0.000195155 0.00025698 -0.000678737 0.000479318 0.000566187 0.000631079 -0.000120424 0.000819182 3.48568e-05 -0.000680547 -0.000232342 0.000369013 -0.000442744 -0.000417293 -0.000330784 -0.000470128 2.72939e-05 -0.000842851 0.000499389 -0.00105048 -0.00118005 2.26814e-05 0.000941827 0.00100027 0.00024155 0.00117657 -5.18477e-06 0.000416651
internal_weight=0 15.5959 14.443 13.928 10.6629 9.57656 9.04118 8.77081 1.75585 7.01495 4.93302 1.57056 4.3514 3.36246 1.05613 3.82442 5.50769 4.91842 2.10679 2.81164 1.63778 5.15519 2.15092 0.454109 6.44812 6.26077 1.18047 5.0803 1.13129 0.885797
internal_count=3121 2178 943 824 1930 641 597 582 104 478 248 82 183 166 107 158 493 467 114 353 106 1437 291 63 468 462 50 412 98 84
is_linear=0
shrinkage=0.00146466


Tree=350
num_leaves=31
num_cat=0
split_feature=4 12 48 43 474 51 47 3 52 3 43 52 52 1 52 15 0 0 16 16 1 42 13 3 133 3 12 16 151 49
split_gain=1.30514 0.823782 0.786284 0.647242 0.566738 0.511246 0.541009 0.50259 0.499667 0.420102 0.402936 0.374662 0.358443 0.354708 0.344448 0.308875 0.269743 0.565046 0.393005 0.264637 0.394939 0.651572 0.265207 0.283271 0.242825 0.225079 0.207269 0.356114 0.202535 0.337825
threshold=0.27834500000000006 0.051320000000000005 0.12933000000000003 -0.04890499999999999 -1.0000000180025095e-35 0.11144500000000002 0.096475000000000019 0.30112000000000005 -0.012164999999999999 0.14121000000000003 -0.40263499999999991 -0.0092699999999999987 -0.087284999999999988 1.0000000180025095e-35 0.096795000000000006 0.15614500000000003 -0.060129999999999996 -0.053834999999999994 0.38525000000000004 -0.078844999999999985 0.08844500000000001 0.090690000000000007 -0.094514999999999988 -0.087909999999999988 -0.0084449999999999994 -0.10831999999999999 0.084100000000000022 -0.095094999999999985 -0.086654999999999982 -0.069799999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 8 -2 6 -6 12 10 15 -1 -9 -5 -12 -10 16 19 -18 25 20 26 22 -22 -24 -14 -19 27 -3 -26 -30
right_child=2 9 -4 7 5 -7 -8 11 14 -11 13 -13 24 -15 -16 -17 17 18 -20 -21 21 -23 23 -25 28 -27 -28 -29 29 -31
leaf_value=-0.00063257811739074877 -0.001857205703525855 -0.0015171337673506849 -0.0013748060844282761 -0.0012545126870167316 0.0013093380198395152 -0.00079739542770687079 -0.0001258156679391983 0.0015076177424329954 -0.0010086968266227524 -4.9745346754217081e-06 -0.0005970865681551343 -0.00045384889612462136 -0.001294514931752702 0.0015238544885861553 0.00036164071797866446 -7.3505158156201794e-05 0.00082195138759961095 -3.6062857435025712e-05 -0.0015359812055992053 -0.0013724402146884853 0.0012576970762380258 -0.0015801339806121189 0.00059306370571783401 -0.00095826141591870894 0.00036656882827199142 -0.0010984485721766916 -0.0013698374421373461 0.00054980362538920751 -0.0012076082211319372 -0.00030585013395784588
leaf_weight=0.34632091177627433 0.20990522950887713 0.36805067048408091 0.57032760512083758 1.8865362387150506 1.9855247000232337 0.45743080275133241 0.81298376456834365 0.41898770851548761 0.88397666020318755 1.1126575237140048 0.20747050503268871 0.43676366237923581 0.7854551561176758 1.0469139274209736 0.73999566864222288 0.83644050708971995 0.49513677158392999 1.1196902710944412 1.2213102186797185 4.8735617791535342 0.37322101369500171 0.67946708865929384 0.5059243367286399 0.52846839255653322 0.64463882613926937 0.71920417167711947 2.9565187509870157 0.36414961470290963 1.1873354250565151 3.9382794795092266
leaf_count=13 3 38 17 103 275 16 29 44 37 22 9 21 39 110 23 29 28 38 125 1077 5 47 18 48 18 64 654 25 25 121
internal_value=0 -0.000662476 0.000237541 -0.000377214 0.000502863 0.000655013 0.000892417 -0.000575616 0.000194853 -0.000883615 0.0007824 0.000506512 -0.000685306 0.00117306 -0.000384275 -0.000948612 -0.00100014 -0.000646722 -0.000884352 -0.00111813 -0.000903552 -0.000388397 0.000186865 -0.000199504 -0.000521506 -0.000451569 -0.00119503 -0.000489171 -0.000416282 -0.00051474
internal_weight=0 28.6765 4.03617 12.5227 3.46584 3.25594 2.79851 9.298 3.22468 16.1538 1.60071 0.855751 8.44225 1.25438 1.62397 15.0411 14.2047 3.55534 3.0602 10.6494 5.7758 2.08708 1.40761 1.03439 6.55571 1.83889 3.68872 0.7322 5.77025 5.12561
internal_count=3121 2781 340 563 323 320 304 371 192 2218 132 65 306 119 60 2196 2167 255 227 1912 835 118 71 66 203 102 717 63 164 146
is_linear=0
shrinkage=0.00148187


Tree=351
num_leaves=31
num_cat=0
split_feature=1 0 1 3 47 4 50 52 124 457 42 51 51 4 1212 1429 4 43 2 3 3 16 2 2 457 457 16 3 12 1
split_gain=0.965812 0.675237 0.554429 0.543939 0.598536 0.640381 0.505525 0.372967 0.7108 0.326007 0.336406 0.323691 0.40414 0.492512 0.341985 0.378736 0.307405 0.553444 0.344787 0.489947 0.302381 0.29433 0.273343 0.423175 0.330851 0.294496 0.263166 0.260112 0.334377 0.342067
threshold=0.090405000000000013 -0.060129999999999996 1.0000000180025095e-35 0.16158000000000003 0.092530000000000015 -0.14723499999999998 0.088425000000000017 -0.07167999999999998 -0.079269999999999993 -0.078789999999999985 -0.12995999999999999 0.089685000000000001 0.078435000000000019 0.04735000000000001 -0.46900499999999995 0.084690000000000015 -0.49405499999999997 -0.52440999999999993 0.10731 -0.116045 -0.10519499999999998 -0.51370499999999997 0.084055000000000005 0.083995000000000014 0.088350000000000026 0.091495000000000007 -0.14322499999999996 0.0051600000000000005 0.088365000000000013 0.12205500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 21 4 5 -2 7 8 -7 -9 -11 12 13 14 -4 -16 17 -3 -18 -20 -6 -1 23 -23 -24 -26 -8 28 -10 -30
right_child=3 16 11 -5 20 6 26 9 27 10 -12 -13 -14 -15 15 -17 18 -19 19 -21 -22 22 24 -25 25 -27 -28 -29 29 -31
leaf_value=0.00028838800530266888 -0.0011830123675838301 0.0010619161087435905 0.0014747337627627145 0.001156680385089436 0.00057464866935016284 0.0017546557164192554 0.0010004121934034994 -0.00067374646837426908 0.0017138658572898517 -0.0011229100779855637 0.0011710472304303136 -0.0017637779029290458 0.00084443959912592508 0.0011101999724552431 -0.0016721987086128157 0.001062325955394715 0.00082331742626506313 -0.0014302534383373654 0.00087608738820116425 -0.0017687057534274541 -0.0007455734726127569 -0.0011939122813057364 -0.0017347988831813044 0.0019583234436384347 0.0015532920340346704 -0.0012528454955313695 -0.001249673458347548 -0.00097700714092856635 -0.0017602590012108712 0.0010993957266672595
leaf_weight=0.35708023677580047 0.7760058583226036 0.38311881385743618 0.14540466852486211 1.4565451574744646 0.61041455448139492 0.57129738584626499 0.19518960290588439 0.3481237553060027 0.30782999098300745 0.19762793974950765 3.7487128798966358 0.37082657555583853 0.95426840998698015 0.4146395691204815 1.0933519966201855 0.17215536162257183 1.8049441259354373 0.82549908699002139 0.39134912844747338 0.43356126523576632 3.0800842457683748 0.42818463692674402 2.9505718365544458 0.17665987310465425 0.17784686048980791 0.28714818297885358 0.7002509229350834 1.0805125269107518 0.2910218074102886 0.21255153557285666
leaf_count=19 123 8 6 146 22 64 10 14 27 6 311 37 25 18 231 9 53 69 8 99 181 115 1244 10 7 42 133 28 39 17
internal_value=0 -0.000509835 -0.000808077 0.000167239 4.8327e-05 0.000300311 0.000450716 0.000611038 7.94676e-05 0.000915936 0.00105617 -0.00025991 -5.92947e-05 -0.000531703 -0.00101423 -0.0013002 7.50879e-05 -0.000640263 0.000403846 -0.000513979 -0.000527207 -0.00120261 -0.00133504 -0.000273223 -0.00152307 -0.000179581 -0.000759196 -0.000426385 0.000306856 -0.000553237
internal_weight=0 11.3666 7.52814 13.5762 12.1196 8.42912 7.65312 6.75768 2.46321 4.29446 3.94634 3.15065 2.77982 1.82555 1.41091 1.26551 3.83847 1.20862 2.62985 0.82491 3.6905 4.37749 4.02041 0.604845 3.41557 0.464995 0.895441 1.89192 0.811403 0.503573
internal_count=3121 2000 1763 1121 975 772 649 506 175 331 317 326 289 264 246 240 237 77 160 107 203 1437 1418 125 1293 49 143 111 83 56
is_linear=0
shrinkage=0.00171365


Tree=352
num_leaves=31
num_cat=0
split_feature=1 47 3 0 1 4 48 50 43 12 4 16 48 160 457 13 15 15 15 151 13 474 51 51 132 4 47 15 159 50
split_gain=1.13958 0.606785 0.59825 0.827115 0.587401 0.569663 0.438042 0.487318 0.48986 0.420898 0.494847 0.649702 0.407535 0.38838 0.382333 0.454766 0.361607 0.343461 0.628586 0.391633 0.487664 0.343444 0.341551 0.542035 0.363239 0.325589 0.545156 0.500005 0.289588 0.486591
threshold=0.099195000000000019 0.087885000000000019 0.090900000000000009 -0.060129999999999996 1.0000000180025095e-35 -0.17966999999999997 0.12879500000000002 0.11843500000000001 -0.25681499999999996 0.09334000000000002 -0.49013999999999996 0.25084500000000004 -0.089099999999999999 -0.51146999999999987 0.082380000000000009 -0.47860499999999995 0.090615000000000015 0.083935000000000023 0.084050000000000014 0.15288500000000002 -0.099939999999999987 -0.14697499999999997 0.089355000000000004 0.045645000000000005 0.079970000000000013 0.033845000000000007 0.077555000000000013 0.090455000000000021 -1.0000000180025095e-35 0.089280000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 4 17 -2 7 8 -7 10 11 -5 -10 -14 15 -4 22 -1 -19 20 -20 -15 23 24 25 27 -27 -6 -3 -30
right_child=1 28 14 9 16 6 -8 -9 12 -11 -12 -13 13 21 -16 -17 -18 18 19 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.0015215318650362263 -0.00096890707253910024 -0.0012189752959840207 0.00061329322139661133 -0.0015520015042368878 -0.0013012890292054384 -0.0010510009151880368 -0.00045339498643445016 -0.00087385444956896026 -0.00040470441180691098 -0.001037461073965025 0.00071218574102021735 0.00085448754735211027 -0.0015352905070602921 -0.00074502031238572947 0.00094092613927002967 -0.00079979483634361659 -0.0015172620961050687 0.001761097940076209 0.00098384801562078836 0.001240078296557224 -0.0015186339732637436 0.0012680444747725874 -0.0013669141034268824 0.00089150739007771518 0.00084206351980204157 0.0015290819921541866 -0.00089310471928115073 0.0016837862506143752 -0.00027307981413510272 0.0012921655162614187
leaf_weight=2.4611956224543992 0.54146347509231407 0.5516168902395292 0.94465686287730966 0.6096786942798651 1.4611023968318488 0.28104938240721811 0.74290083581581701 0.38120829057879735 0.43643329851329316 0.63711102562956501 2.1672425854485509 0.43598253955133259 0.12221867055632163 0.20054842485114921 1.092533675022423 1.1373288752511137 0.57400987402070303 0.21341121301520605 0.20200576400384296 0.16409084387123574 1.3944990209420209 4.5218715912196767 0.54149631306063373 0.95823749445844431 0.44265885243657965 0.3575332281179725 0.51210981700569391 0.13926287996582676 3.1473062052391474 0.52510302141308773
leaf_count=784 89 49 19 34 235 9 19 26 18 104 66 16 8 3 23 63 175 12 10 2 617 437 36 30 27 16 32 4 128 30
internal_value=0 0.000251224 -0.000367229 -0.00050764 -0.000747858 0.000516111 0.000636371 0.000772589 0.00088543 8.02129e-05 0.000301845 -0.000548629 0.000988484 0.00111399 0.000219786 -0.000158636 -0.000393385 -0.00114639 -0.000678654 -0.000974389 -0.00120199 0.00118256 -0.000247179 -9.05408e-05 -0.000413625 -0.000638661 0.00010272 -0.00104153 -0.000202024 -4.92717e-05
internal_weight=0 11.4517 16.4461 13.2716 9.42161 7.22769 6.68623 5.94333 5.56212 3.85001 3.2129 1.04566 5.28107 4.84464 3.17452 2.08199 4.98641 4.4352 1.97401 1.7606 1.5965 4.72242 4.4124 3.8709 2.91267 2.47001 0.869643 1.60037 4.22403 3.67241
internal_count=3121 816 2305 2200 1980 609 520 501 475 220 116 50 466 448 105 82 555 1425 641 629 627 440 380 344 314 287 48 239 207 158
is_linear=0
shrinkage=0.00150528


Tree=353
num_leaves=31
num_cat=0
split_feature=1 0 2 457 457 484 43 15 13 11 47 160 2 128 15 13 1 11 52 42 42 43 3 4 151 16 457 2 47 1
split_gain=0.218034 0.369238 0.208094 0.213776 0.227469 0.213136 0.206395 0.26765 0.217985 0.198115 0.212505 0.205378 0.195965 0.195794 0.18914 0.1875 0.180737 0.179766 0.179114 0.172282 0.186596 0.226248 0.169075 0.242924 0.15738 0.155979 0.245005 0.164614 0.155257 0.221094
threshold=1.0000000180025095e-35 -0.059114999999999994 0.14753000000000002 0.045365000000000009 0.51789000000000007 -1.0000000180025095e-35 -0.074359999999999996 -0.24436499999999997 -0.095304999999999987 0.087830000000000005 0.13206500000000002 -0.082869999999999985 0.11411 0.087685000000000013 1.0000000180025095e-35 -0.033284999999999988 0.093575000000000019 0.076920000000000002 -0.092399999999999982 -0.088934999999999986 0.092620000000000022 -0.52440999999999993 -0.084074999999999997 -0.083854999999999985 -0.086654999999999982 -0.51370499999999997 0.088350000000000026 0.073895000000000002 0.092710000000000015 0.095285000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 22 3 5 12 -2 9 -8 17 10 11 15 16 -13 18 -7 24 -9 -10 -3 -21 -22 -1 -24 -5 -25 27 -27 29 -20
right_child=2 19 -4 4 -6 6 7 8 14 -11 -12 13 -14 -15 -16 -17 -18 -19 28 20 21 -23 23 25 -26 26 -28 -29 -30 -31
leaf_value=-0.0037099578402651407 -0.0027611726428267459 -0.0037729265360487282 0.0027557886013731088 0.0028982759827119891 -0.0023550182075935166 -0.0035885406945653344 0.0015339508218791171 0.0013419489931593726 -0.0037488913149770608 -0.002803859288870426 -0.0016734175661496172 0.0029330953893635615 -0.0014928747869041076 -0.00083804840132769589 -0.0036930053124803338 0.002711166261562085 0.0036640252472543008 -0.0024577021493616129 -0.00090114255847688839 0.0011434211806074662 0.0039654524148828923 -0.0038090077412453139 0.0041627339851954461 0.0013593167727641944 -0.00089533792570346252 0.0033240870100361029 0.0014608255153039321 -0.0037246673034807133 -0.0021097183672129359 0.0027903932994253504
leaf_weight=0.58687345654470746 0.4323213791649313 0.13318373239599157 0.40232849679887372 0.27482404967304319 0.21137828519567836 0.16913899037172087 0.68027791686472339 0.74302228144369964 0.29058194000390303 0.18397466052556399 0.29592146771028627 1.1318365525512479 0.21717848879052315 0.22417259679059509 0.47182370809605334 0.10350586439017218 0.64084124920191243 0.21913677189149894 0.69687833823263756 1.3989014063845404 0.065377332270145416 0.22932526937802311 0.10129891335964103 0.17946719989413285 0.32366243784781523 0.047996883979069427 0.18226972257252783 0.72818298249330837 0.58965524009545323 0.32256628014147282
leaf_count=636 175 21 113 19 11 64 110 79 112 19 10 211 23 31 220 13 97 27 64 78 1 72 1 15 28 2 17 769 60 23
internal_value=0 -0.000907581 0.000167031 4.03656e-05 0.00121877 -0.000259481 -8.28321e-05 -0.00057342 -0.00100346 0.000851076 0.00120046 0.00172264 0.00173742 0.00230966 -0.00160392 -0.00119694 0.0023035 0.000476559 -0.00108506 0.000264284 0.000581767 -0.00208431 -0.00207989 -0.00130792 0.000846684 -0.00179493 -0.00238555 -0.00328879 -0.000604006 0.00026691
internal_weight=0 3.65288 8.62503 8.2227 1.66788 6.55481 6.12249 4.01394 3.33366 2.10855 1.92458 1.62865 1.45651 1.35601 2.37151 0.272645 1.23933 0.962159 1.89968 1.82679 1.6936 0.294703 1.82609 1.23922 0.598486 1.13792 0.95845 0.77618 1.6091 1.01944
internal_count=3121 1612 1509 1396 178 1218 1043 695 585 348 329 319 167 242 479 77 144 106 259 172 151 73 1440 804 47 803 788 771 147 87
is_linear=0
shrinkage=0.00368659


Tree=354
num_leaves=31
num_cat=0
split_feature=12 43 3 50 4 42 1 42 52 483 41 151 158 52 41 474 0 1213 15 52 13 4 0 1 43 0 43 52 448 48
split_gain=0.657162 0.560737 0.48355 0.474507 0.570291 0.393091 0.444969 0.405044 0.356919 0.335394 0.351535 0.332788 0.349639 0.375601 0.314745 0.304191 0.327045 0.295097 0.292807 0.261734 0.373394 0.284902 0.452598 0.273638 0.426314 0.576036 0.240388 0.303813 0.303594 0.237062
threshold=0.051320000000000005 -0.043144999999999996 0.30112000000000005 0.10647500000000001 0.40473500000000007 -1.0000000180025095e-35 0.13021500000000003 0.091735000000000025 -0.087284999999999988 1.0000000180025095e-35 0.078475000000000017 -0.089594999999999994 0.084765000000000021 -0.51296999999999993 0.083035000000000012 0.084660000000000027 -0.26609999999999995 -0.082704999999999987 0.19724500000000003 0.11434500000000002 -0.084319999999999992 -0.51843499999999987 -0.060129999999999996 0.078340000000000007 0.15359500000000004 -0.084044999999999995 -0.40263499999999991 0.26521500000000003 -0.083114999999999981 -0.047864999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 26 8 4 5 -2 7 9 -3 10 11 -7 13 -13 -6 16 -10 -15 29 21 -21 -19 23 24 25 -23 -1 28 -28 -9
right_child=3 2 -4 -5 14 6 -8 18 15 -11 -12 12 -14 17 -16 -17 -18 19 -20 20 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00013675741368299735 -0.0012085584341655277 -0.001117981857411449 0.0011591765316810102 -0.0017816846859244368 0.0017844599363821957 -0.0014758050853029652 0.0013680028768134861 0.001789802011299649 0.0016735339676934957 -0.0017654162903614926 -0.0018487992787305561 -0.0017660553715455418 -0.001785735218748167 -0.0017662544452967369 -0.0004454328056325502 0.0011994892799348975 -0.00027359106782444376 -0.0018764615501757121 0.0010809907299010966 -0.0018239100846750189 0.00093342693508449736 -0.0017909880107776696 0.0017160805359381841 0.0011122926708423855 0.001855272989247921 0.00083082736551530435 -0.0011474444081222526 -0.0010123745545951325 0.0014785212828845144 -0.0017813721667121489
leaf_weight=0.60479691089130971 1.7214570957003141 1.1224818450864402 0.88626556994859118 0.73689462756738144 0.57425040088128376 0.41338085179449802 0.4701448450796305 0.060213018208742031 0.27936317143030365 0.38918080698931579 0.32475799636449654 0.25873568898532262 0.2661527715390547 0.18289527663727945 0.29303916776552796 0.54998826608061779 4.9426872675539952 0.12669436587020477 0.14176935888826836 0.32612816279288381 0.27961351460544381 0.5977687232661969 1.0941311873030013 0.83872466161847103 0.25614069215953339 0.45042972295777906 0.1449830369092534 0.1905107139609753 1.9509521659929301 1.0606833531346636
leaf_count=32 667 105 118 261 49 70 25 3 20 154 29 103 85 85 15 33 247 5 4 33 40 152 23 50 5 35 5 10 251 407
internal_value=0 0.000186465 -5.81718e-05 -0.000425243 -0.000326534 -0.000453697 -0.000281298 -0.000391015 -0.000214658 -0.000195531 -8.27136e-05 2.99506e-05 0.000163026 0.000280605 0.00103103 -3.8989e-05 -0.000169426 0.000408128 -0.00128969 0.00050831 -0.000551109 0.000699081 0.00079988 0.000332118 -0.000169554 -0.000664347 0.000844822 0.00110446 0.00129687 -0.00158953
internal_weight=0 10.672 7.78079 10.8632 10.1263 9.259 7.53754 7.0674 6.89452 5.80473 5.41555 5.0908 4.67741 4.41126 0.86729 5.77204 5.22205 4.15253 1.26267 3.96963 0.605742 3.36389 3.23719 2.14306 1.30434 1.0482 2.89124 2.28645 2.09594 1.1209
internal_count=3121 821 523 2300 2039 1975 1308 1283 405 869 715 686 616 531 64 300 267 428 414 343 73 270 265 242 192 187 298 266 256 410
is_linear=0
shrinkage=0.0017508


Tree=355
num_leaves=31
num_cat=0
split_feature=4 12 151 43 3 13 43 50 47 1 52 14 52 454 457 13 151 1 52 133 457 49 13 13 0 15 15 0 1 15
split_gain=1.6512 1.18435 1.0113 0.792914 0.750642 0.674919 0.587799 0.492272 0.572668 0.487168 0.463817 0.461399 0.414893 0.403957 0.346508 0.405809 0.325737 0.320512 0.314695 0.278326 0.250004 0.247649 0.227911 0.531309 0.202792 0.211358 0.343634 0.223713 0.263335 0.195932
threshold=0.27834500000000006 0.051320000000000005 -0.27559499999999998 -0.04890499999999999 0.30112000000000005 -0.47860499999999995 -0.40263499999999991 0.11875500000000001 0.10954500000000002 0.13021500000000003 -0.010034999999999999 -0.46885499999999997 -0.087284999999999988 -1.0000000180025095e-35 0.080930000000000016 -0.07692499999999998 -0.086654999999999982 1.0000000180025095e-35 -0.0092699999999999987 0.085075000000000026 0.088350000000000026 0.10595500000000001 -0.084034999999999985 -0.084319999999999992 0.041630000000000007 0.090455000000000021 0.091475000000000015 -0.11437499999999999 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 3 -2 6 12 -3 -1 8 11 14 17 -4 -5 -13 22 -16 -14 -8 -6 -12 21 29 23 24 25 27 -27 28 -7 -18
right_child=2 5 7 4 18 9 10 -9 -10 -11 19 13 16 -15 15 -17 20 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00060991477321299334 -0.0013142426038756936 0.00019727802935161197 -0.00018073255366850096 -0.0011295609183629104 0.0013287395745871513 -0.0013416130820218552 -0.00036972204889991781 -0.00086161255053265494 -0.00044155203517661211 7.8335110743303133e-05 -0.00080765644177256701 -0.00064645427291488869 0.00042390356336890041 0.0013166453459184891 -0.001150713791612961 0.00024954193138795053 -0.00067613218633960485 0.0013402035208358006 -0.00018813485159449708 0.00054240263672485642 1.8321063196890842e-05 -6.9651140881491903e-06 -0.0011327984318749344 0.00080993222394059911 -0.00018169000038722311 0.00057825338728408266 -0.00097750526180414611 -0.0013352364888437555 0.00030573664762413387 -0.0014311896264341975
leaf_weight=0.99024014477618072 0.6132146669551729 1.0448164879344428 0.54674708435777697 2.0317192778456938 0.49658156628720462 0.31809813925065089 0.22171469079330619 0.41282313130795945 0.67054448532871891 0.84769076714292246 0.48013763828202949 0.1949724946171062 0.64908660482615044 2.130003450787624 0.60280328849330544 0.85002203029580481 3.2333235417027066 1.1861741014290599 0.43919552862644273 0.56810885644517839 1.0706771118566392 0.77769384998828162 8.6061742377933061 0.33192199468612926 0.59731599781662215 0.34518630942329742 0.80881934205535799 2.5936741726472978 0.34436982031911612 0.71517523191869248
leaf_count=31 15 20 34 103 44 26 9 14 23 28 15 5 20 249 52 43 116 110 21 27 21 27 1463 21 15 15 70 451 14 19
internal_value=0 -0.000596583 0.000245587 -0.00029658 -0.000492711 -0.000819705 0.000239132 0.00048743 0.00064465 -0.000885109 0.000581442 0.000898277 -0.000615181 0.00115202 -0.000938148 -0.000331449 -0.000453052 0.00107092 0.000616813 -7.59769e-05 -0.000551247 -0.000680277 -0.00100135 -0.000789484 -0.000895502 -0.000992181 -0.000512147 -0.00116231 -0.000485274 -0.000812893
internal_weight=0 30.1507 4.56831 12.8598 9.41345 17.2909 3.44638 3.95509 3.54227 16.2461 2.45614 2.87172 8.47768 2.32498 15.3984 1.45283 6.44596 1.40789 0.935777 1.04825 5.79687 4.72619 13.9456 5.33939 5.00746 4.41015 1.15401 3.25614 0.662468 3.9485
internal_count=3121 2781 340 563 371 2218 192 325 311 2198 161 288 306 254 2170 95 203 119 65 42 183 162 2075 612 591 576 85 491 40 135
is_linear=0
shrinkage=0.0013054


Tree=356
num_leaves=31
num_cat=0
split_feature=1 0 1 52 47 50 15 1 48 13 1 15 42 4 52 51 2 403 4 3 160 43 15 133 133 42 0 159 3 14
split_gain=1.10642 0.625919 0.694042 0.617466 0.579287 0.476954 0.51245 0.609432 0.559368 0.447683 0.481124 0.558813 0.41195 0.459023 0.516812 0.360013 0.529045 0.411563 0.407114 0.345779 0.339654 0.316809 0.277115 0.538863 0.829985 0.275868 0.26873 0.262421 0.325449 0.242067
threshold=0.094385000000000011 -0.060129999999999996 1.0000000180025095e-35 -0.43320999999999993 0.096300000000000011 0.11610000000000001 0.035560000000000008 0.11146500000000002 0.12879500000000002 -0.055129999999999992 0.12408500000000001 -0.11345499999999999 0.092620000000000022 -0.49405499999999997 0.10347000000000002 0.08955500000000001 0.073895000000000002 0.03138500000000001 0.40124500000000002 0.11296500000000002 -0.24498999999999996 -0.52440999999999993 0.083935000000000023 0.083950000000000011 0.091935000000000003 -0.085874999999999993 -0.10324499999999999 0.090485000000000024 -0.10831999999999999 0.11054000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 5 6 8 -8 20 10 11 -6 13 14 -3 16 17 18 -4 22 -5 -14 -1 -24 -25 -11 -9 28 -15 -22
right_child=3 12 15 4 9 -7 7 26 -10 25 -12 -13 21 27 -16 -17 -18 -19 -20 -21 29 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0013878235594074651 -0.0013835758112724166 -0.0014334505966013557 -0.0013858956757238088 -0.00058934528090639625 0.00069424345189300651 -0.00088620295966060857 -0.00113975504139934 0.0013068462139239074 -0.00061118671640493678 0.0001835577019733376 0.0012636709017049145 -0.0013474868195387643 0.0010317858189097015 0.0013017930057733797 0.00056533574118578715 -0.0011228974938264952 0.00033469049259982829 0.00038009351532915323 0.0014188384363066455 0.00015898222197952016 0.0009791547512976726 -0.0014446051812653919 -0.0013842392857443279 0.0012652112526763805 -0.0013860047329498067 -0.0008754839098119437 -0.00010720024753818166 -0.00032318590018370566 0.00023303649683365082 -0.00039476109805409055
leaf_weight=2.3522490891045873 0.45857299515046079 0.56283524527680162 1.0317896156338973 0.29902691044844498 0.55081133078783739 0.4798205611295997 0.68923035589978088 0.46163813769817352 0.55345082655549038 0.641096820123494 0.6583748860284685 0.46713554125744883 0.12046625465154648 1.0226139617152519 0.43048677360638976 0.6974028272088616 2.5423606736585498 0.49392995820380736 0.10777876712381829 0.47763493563979853 5.1219770743045956 0.50899725680937979 0.98321839369600617 0.50042839092202485 0.40112678485456854 1.6770254073198874 0.56185354059562065 0.54898553597740818 1.1319328664103547 0.25378663092851628
leaf_count=784 119 58 273 16 17 44 68 14 10 13 32 35 3 27 11 51 122 43 4 9 459 74 434 21 189 86 27 21 54 3
internal_value=0 -0.000377365 -0.000573002 0.000181199 0.000238996 0.000443286 0.000523619 -0.000141584 0.000706545 -0.000191672 0.000348923 -0.000242706 5.62042e-05 0.000231051 -0.000567215 -0.000209613 -5.70873e-05 -0.000666846 -0.00112063 -0.000948615 0.00083506 -0.000970675 -0.00107347 -0.000681156 8.56121e-05 -0.000582597 0.000530595 0.000524347 0.000740301 0.000914293
internal_weight=0 13.9142 9.58792 12.8738 12.4152 8.42078 7.94096 1.71272 6.22824 3.99444 1.67632 1.01795 4.32632 3.69685 0.993322 4.87326 4.17586 1.6335 1.13957 4.71466 5.67479 0.629464 4.23702 1.88477 0.901555 2.31812 1.02349 2.70353 2.15455 5.37576
internal_count=3121 2178 1930 943 824 641 597 109 488 183 84 52 248 171 69 493 442 320 277 1437 478 77 1428 644 210 99 41 102 81 462
is_linear=0
shrinkage=0.00137317


Tree=357
num_leaves=31
num_cat=0
split_feature=4 12 151 3 132 133 13 448 15 15 15 3 15 41 52 1429 13 15 40 159 51 47 0 15 159 159 12 4 1 1
split_gain=0.720882 0.512856 0.488402 0.38767 0.367043 0.391291 0.410074 0.429066 0.324623 0.335734 0.30236 0.295597 0.331352 0.30291 0.303668 0.281512 0.275664 0.293029 0.263034 0.268955 0.228801 0.288622 0.222627 0.313602 0.208652 0.199858 0.184084 0.412453 0.320186 0.175886
threshold=0.27287000000000006 0.051320000000000005 -0.27559499999999998 0.14121000000000003 0.081465000000000024 -0.0084449999999999994 -1.0000000180025095e-35 -0.081729999999999983 0.15614500000000003 0.091650000000000023 0.024640000000000006 -0.097604999999999983 0.088345000000000021 0.078475000000000017 -0.15275999999999998 -1.0000000180025095e-35 -0.095304999999999987 0.088495000000000018 0.051255000000000002 -1.0000000180025095e-35 0.11144500000000002 0.096475000000000019 0.10455500000000001 -0.11033999999999998 -0.029685 -0.50206999999999991 0.084100000000000022 -0.080364999999999978 0.13146500000000003 0.094465000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 8 5 -1 7 -7 9 11 24 13 25 14 -3 -4 -14 -18 19 -9 21 -17 23 -16 -8 -13 27 -27 -28 -26
right_child=2 3 15 -5 -6 6 10 18 -10 -11 -12 12 16 -15 22 20 17 -19 -20 -21 -22 -23 -24 -25 29 26 28 -29 -30 -31
leaf_value=-0.0015970364883966962 -0.0019293588061543763 -0.002080085414465061 -0.0012253906979552381 0.00067327074329192845 0.0014430599719055979 -0.0020455929441756267 -0.0015006254449684675 -0.0010226890492598924 0.00073547938613547259 -0.0021115279780445032 -0.0015079525130265135 0.0012354955038325851 0.0018723127021989876 -0.002097751007815638 -0.0021912911329199742 0.0018880850765765039 0.0019010339452100887 -0.0020744952137692848 -0.00095486892645510425 0.0020123927412548769 -0.00030428693211858633 0.00029828050672148855 -0.0011659429384887146 0.00095670521689220566 -0.00022662384721568507 0.0013206751126672029 -0.0018559773496303669 -0.0021015773445428655 0.00047341828924993843 0.00059682709989769881
leaf_weight=0.64975966711062927 0.26252092281356487 0.24497840553522165 0.22237644239794541 0.87830873299390155 0.76056411722674955 0.17818944575265039 0.37338524358347047 0.13997946633025993 0.56796863058116276 0.84661725597106841 0.65554727148264635 0.12681333237560766 0.27334425086155534 0.30725745286326844 0.14860248414333943 1.6914043592405499 0.1140695375506765 0.2592235799820628 0.18485820502974082 1.1459419328020883 0.37672594224568445 0.6856612485134973 0.33922387857455771 1.4993343641981485 2.7438096480327712 0.30485311016673222 2.5615430394245782 0.29709184862439775 0.27963147498667229 1.8591433874098582
leaf_count=60 15 88 5 22 51 4 43 5 29 411 47 25 9 49 12 283 12 163 12 154 17 32 22 125 122 47 1080 104 13 60
internal_value=0 -0.000287188 0.000773278 -0.000631617 7.14161e-05 -6.01277e-05 7.70295e-05 0.000983591 -0.000771889 -0.0008845 -0.000188404 -0.000730736 -0.00106626 -0.000173605 9.12569e-05 0.00101167 0.000295185 -0.000859668 0.00135059 0.00168201 0.00119232 0.00142951 0.000358941 0.000672835 -1.45764e-05 -0.00131287 -0.00140673 -0.000368388 -0.00162672 0.00010597
internal_weight=0 17.74 3.23869 9.04886 8.69118 7.93061 7.28085 1.64897 8.17055 7.60258 5.63189 6.75597 4.21657 2.5394 2.23214 2.97617 0.646637 0.373293 1.47078 1.28592 2.75379 2.37707 1.98716 1.64794 4.97634 3.56993 3.44312 0.601945 2.84117 4.60295
internal_count=3121 2769 352 2211 558 507 447 175 2189 2160 272 1749 1453 296 247 337 184 175 171 159 332 315 159 137 225 1269 1244 151 1093 182
is_linear=0
shrinkage=0.00206698


Tree=358
num_leaves=31
num_cat=0
split_feature=12 43 16 3 42 484 0 0 52 52 151 402 4 16 0 43 160 52 52 160 448 474 51 133 457 2 1 1 52 160
split_gain=0.659782 0.602174 0.479535 0.446484 0.38472 0.39645 0.327791 0.389091 0.332539 0.388386 0.397831 0.324832 0.34938 0.353017 0.472834 0.313794 0.310652 0.304139 0.266963 0.262877 0.259555 0.255993 0.245676 0.342837 0.262504 0.27871 0.555437 0.345566 0.307914 0.245098
threshold=0.051320000000000005 -0.043144999999999996 -0.16927999999999996 0.30112000000000005 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.084269999999999984 -0.099059999999999995 -0.51296999999999993 0.11434500000000002 -0.081154999999999991 -0.089154999999999998 -0.51843499999999987 0.013515000000000001 -0.083914999999999976 -0.40263499999999991 -1.0000000180025095e-35 -0.087284999999999988 0.26521500000000003 0.09389500000000002 -0.08020999999999999 0.084660000000000027 -0.031924999999999995 -0.065894999999999981 -0.068264999999999978 0.11263500000000001 0.094465000000000007 0.086560000000000012 0.10744000000000002 0.081905000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 16 17 -4 -6 7 -7 -8 10 -10 -12 -13 14 -14 -1 -2 19 20 -3 -17 22 -19 -24 -25 26 27 -26 -27 -18
right_child=2 3 4 -5 5 6 8 -9 9 -11 11 12 13 -15 -16 18 29 21 -20 -21 -22 -23 23 24 25 28 -28 -29 -30 -31
leaf_value=-0.00027205515004551117 -0.0014751022121420631 -0.0015857122249167224 -0.0015871851293453121 0.0011624940522361093 -0.0018787063089253583 9.7019191114827699e-05 -0.0018741533756659184 -0.0018220342808561744 -0.0019637345906015203 -0.001445354687650943 -0.0019017016971299712 -0.0019792589747704083 0.001825765105455445 0.0014746242787408723 -0.0010939024792791267 -0.00078947524367903928 0.00058319161085112234 -0.0015348036335990245 -0.0010021397027605208 0.000603034542469182 0.0015927868078232533 0.0011596614536530324 -0.001769022413030865 -0.0013959032365008274 0.00075391212467790258 -0.001246006909197568 0.0015524232645976752 -0.0010169606305959883 0.00055588371995216989 -0.00102838598339984
leaf_weight=0.61997089488431845 0.36370314011583138 0.90116990974638589 1.4603694469551554 0.88491259678266931 0.66059792111627746 0.60485848301323131 0.31529288797173638 0.93460588424932145 0.23097449692431915 0.46911567143979471 0.17061739048222202 0.15224822075106326 0.30216830759309354 1.5051015349454244 0.53257879830198007 0.17288474133238296 2.3556935463566337 0.43621653446461994 0.17368204100057472 0.24191952357068658 1.973537464800756 0.53410836926195759 0.38135825481731433 0.38550394633784879 0.73584566335194013 0.77197799226269104 1.1348358409013597 0.79870782140642405 0.57522335508838296 0.38105639052810136
leaf_count=32 66 95 693 118 346 66 138 345 28 137 70 6 13 70 169 6 108 28 10 10 250 33 37 15 31 45 52 34 25 45
internal_value=0 0.000187379 -0.000471067 -8.41919e-05 -0.000730788 -0.000518025 -0.000345748 -0.00106803 -4.34361e-05 0.00012821 0.000383311 0.000586903 0.000757282 0.000935342 -3.70183e-05 0.000906173 0.000143672 -0.00024415 0.00122102 -0.00112249 0.00140091 -6.96513e-05 -0.000195442 -7.33019e-05 7.36003e-05 0.00021464 0.00056352 -0.000167796 -0.000476642 0.000358801
internal_weight=0 10.7219 10.439 7.78178 7.33853 5.87816 5.21756 1.53946 3.6781 3.3628 2.89369 2.66271 2.4921 2.33985 0.834747 2.94008 3.10045 6.89687 2.3201 1.14309 2.14642 5.75378 5.21967 4.78345 4.40209 4.01659 2.66939 1.53455 1.3472 2.73675
internal_count=3121 821 2300 523 2081 1388 1042 411 631 493 356 328 258 252 182 298 219 405 266 105 256 300 267 239 202 187 117 65 70 153
is_linear=0
shrinkage=0.00186431


Tree=359
num_leaves=31
num_cat=0
split_feature=4 151 474 480 150 160 158 403 52 52 133 457 457 12 51 47 448 403 50 42 43 16 15 4 4 1 4 49 401 402
split_gain=0.245429 0.233991 0.236056 0.233393 0.225023 0.260949 0.225066 0.217863 0.289884 0.2475 0.253189 0.20796 0.201352 0.184103 0.177521 0.272146 0.169209 0.178252 0.219748 0.191554 0.197068 0.228721 0.222879 0.227998 0.244667 0.217289 0.204588 0.300025 0.160244 0.139011
threshold=0.27287000000000006 -0.27559499999999998 -1.0000000180025095e-35 0.084710000000000021 -0.22665999999999997 -0.091944999999999985 0.090905000000000014 -1.0000000180025095e-35 -0.04127999999999999 -0.43320999999999993 -0.25159999999999993 -0.0029299999999999994 -0.14786499999999997 -1.0000000180025095e-35 0.11144500000000002 0.096475000000000019 -0.083859999999999976 0.090990000000000015 0.10114000000000002 -0.11466499999999999 -0.074359999999999996 -0.50992999999999988 0.083195000000000005 -0.0016099999999999997 -0.27825499999999997 0.122185 0.0052350000000000009 -0.047584999999999995 0.082755000000000009 -0.095989999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 13 7 8 29 -9 -11 12 -12 -6 15 -4 -13 19 -19 -18 -21 -22 23 24 -23 -24 -25 -28 -15 -7
right_child=1 2 14 -5 5 6 -8 9 -10 10 11 16 -14 28 -16 -17 17 18 -20 20 21 22 25 26 -26 -27 27 -29 -30 -31
leaf_value=0.0024973088843606695 -0.0026850353730878841 -0.003300493080830844 0.0027101398734507261 -0.003022776704038721 0.001036927156997288 -0.0030511441762543592 -0.0024498927115787291 -0.0021711079412630309 -0.0030133950472388837 -0.0030360931201085283 0.0014381417878339103 -0.0026299389860720535 -0.0022729742396444359 -0.0030337591778500871 -0.00086146576022968439 -9.4277952055285932e-05 -0.0016152598965944196 -0.0027748593612282758 0.0014701445967052597 0.0014646735819546022 0.0029200415372376064 -7.3653883410337349e-05 -0.0030948052187851557 -0.002303490991502297 0.0023411594203183641 0.0013981730330956284 0.0023253422986406545 -0.00079932510958010186 0.0024032563127867408 0.0013945015822412008
leaf_weight=0.2616211483255001 0.15607089549303044 0.10143099213019002 0.97892600964405641 0.27920148622070051 0.15275345777627081 0.079934866967960261 0.37613473563396915 0.42259291834488433 0.49684991948014712 0.21359778041368738 0.17737684986786917 0.15925184203660059 0.50509640605013739 0.62016152960131599 0.26221981225535262 0.4551848357077688 0.32512270417645961 0.30888349424640171 0.16963261939235963 2.190683937820717 0.28628321364521347 0.68329721270128474 0.33271213390980836 0.37310226308187378 0.83975116713554609 0.13622374122496694 0.41037759010214347 0.84216984547674645 0.052819978271145374 0.30088688850810286
leaf_count=14 15 3 285 218 15 12 155 267 551 129 30 20 102 305 17 32 41 154 16 298 9 51 126 44 76 8 17 45 9 57
internal_value=0 0.000834458 0.00114 -0.000318071 -0.00024761 -0.000316293 -0.000177672 -8.53142e-05 -0.0015057 6.3517e-05 0.000182248 0.000271064 -0.00130844 -0.00193293 0.00140552 0.00182002 0.000423806 0.000494304 -0.00127002 0.000625814 0.000745366 0.000341726 0.00013769 0.000424724 0.00125778 -0.00178962 -0.000355757 0.000224423 -0.00260703 0.000461356
internal_weight=0 1.95383 1.79776 10.9965 10.7173 10.4557 9.62996 9.25383 0.877672 8.37616 7.95356 7.73997 0.682473 0.825735 1.69633 1.43411 7.05749 6.89824 0.478516 6.41972 6.0946 3.90392 3.61763 3.1487 1.52305 0.468936 1.62565 1.25255 0.672982 0.380822
internal_count=3121 352 337 2769 2551 2537 2208 2053 620 1433 1166 1037 132 329 334 317 905 885 170 715 674 376 367 233 127 134 106 62 314 69
is_linear=0
shrinkage=0.00299653


Tree=360
num_leaves=31
num_cat=0
split_feature=4 12 48 3 50 481 31 1 3 15 0 15 1 49 150 15 2 15 49 12 13 16 159 0 1 1 15 46 2 0
split_gain=0.946118 0.69585 0.589942 0.551621 0.493613 0.478123 0.401376 0.391478 0.383125 0.522964 0.491416 0.627019 0.374317 0.39371 0.371731 0.395792 0.387495 0.497568 0.344527 0.282585 0.313636 0.332122 0.288188 0.363642 0.383245 0.261035 0.440963 0.369792 0.297104 0.47649
threshold=0.27834500000000006 0.084100000000000022 0.12933000000000003 0.10732000000000001 0.11875500000000001 -0.0079799999999999992 -1.0000000180025095e-35 0.13075500000000004 -0.097604999999999983 0.088345000000000021 -0.082974999999999979 0.088495000000000018 0.111945 -0.0060549999999999988 -0.22665999999999997 0.084050000000000014 0.089775000000000008 -0.016799999999999995 -0.080604999999999982 0.11650500000000001 -0.13710499999999998 0.25792000000000009 0.091235000000000024 -0.060129999999999996 0.078340000000000007 0.092390000000000014 -0.074054999999999996 0.092835000000000015 0.092875000000000013 0.11070500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 7 12 -1 -7 8 19 -10 -11 -12 13 -2 -8 16 17 18 -16 20 -3 22 23 24 -22 28 27 -27 -18 -30
right_child=2 3 -4 -5 -6 6 14 -9 9 10 11 -13 -14 -15 15 -17 25 -19 -20 -21 21 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.001370927946306775 0.0015571874870528705 -0.0015958910322833449 -0.0012239850240233819 0.00046326499171321514 -0.00091644949550802616 0.0016154064954141045 0.0014067544157032779 0.0006679053887363479 -0.0013648118066970146 0.00053501595796753571 0.0017207954235027635 -0.0015395877921321327 0.0015046523021076969 -0.0001298927181306517 0.00023032733785994548 -0.001215693120243258 0.00056099366851734367 0.00030467852449749802 -0.0012418818715373395 -0.0016428845705258395 -0.0015525452090945052 -0.0015461511450303037 -0.0010784773884282021 0.0010477899713832231 0.00054239938077120856 0.001365739833165855 -3.8330292469299878e-05 -0.00037501386033795989 -0.0012547214664628175 0.00025631903538581957
leaf_weight=0.56642772123450313 0.48239577398635447 0.32065360888373184 0.37987141264602531 1.1221263608895231 0.35631737299263466 0.37774299713782689 0.4299129047431024 0.48039479134604413 3.3589825354283631 0.81418338476214547 0.16245802532648645 0.90159227495314553 1.5608343720668925 0.97581677604466699 0.49267689231783141 0.63094511814415533 1.0861389504279944 1.4214635167736629 1.5015854351222517 0.34210929425898928 0.34113123547285917 0.2844279056880622 0.34427238150965411 1.0377068941015752 0.50616291956976056 1.5202384649310228 1.6817527451785315 0.35044206911697973 0.89758378395345051 1.0647344766184685
leaf_count=110 42 29 17 25 14 47 11 20 1109 111 6 437 231 36 34 66 31 106 91 18 67 76 36 28 39 100 76 12 74 22
internal_value=0 -0.000248647 0.000580906 -0.000546037 0.000784033 -8.67066e-07 6.68785e-05 -0.000673376 -0.000749959 -0.00100384 -0.000358274 -0.0010418 0.000984729 0.000428215 1.40736e-05 -4.21582e-05 3.17626e-05 -0.000385928 -0.000878177 -0.000331379 -0.000173079 8.41832e-06 0.000206762 0.000441496 -0.000301052 0.000247903 0.000529318 0.00103964 -8.00368e-05 -0.000434846
internal_weight=0 22.0378 3.75524 10.0162 3.37536 12.0216 11.4552 8.89408 8.41368 5.23722 1.87823 1.06405 3.01905 1.45821 11.0775 10.6476 10.0166 3.41573 1.99426 3.17646 2.83435 2.5137 2.22927 1.885 0.847294 6.60089 3.55243 1.87068 3.04846 1.96232
internal_count=3121 2781 340 2001 323 780 670 1976 1956 1663 554 443 309 78 623 612 546 231 125 293 275 246 170 134 106 315 188 112 127 96
is_linear=0
shrinkage=0.00152765


Tree=361
num_leaves=31
num_cat=0
split_feature=1 0 52 3 47 39 50 4 48 15 48 43 42 42 151 16 1429 1 4 3 15 133 133 0 160 14 4 3 43 16
split_gain=0.229474 0.3835 0.210016 0.192151 0.217944 0.272484 0.310462 0.255226 0.389864 0.320962 0.255839 0.178172 0.168287 0.182995 0.168278 0.168932 0.218442 0.177694 0.164643 0.16265 0.186636 0.274362 0.344796 0.155324 0.154125 0.173865 0.248125 0.146096 0.282498 0.143172
threshold=1.0000000180025095e-35 -0.059114999999999994 -0.52017999999999986 0.16158000000000003 0.092530000000000015 0.085220000000000004 0.10647500000000001 0.0061450000000000003 0.086260000000000017 0.090615000000000015 0.12879500000000002 -0.074359999999999996 -0.088934999999999986 0.092620000000000022 -0.086654999999999982 -0.076354999999999992 0.084690000000000015 0.102705 -0.49405499999999997 0.11296500000000002 0.083935000000000023 0.083950000000000011 0.091935000000000003 -0.074229999999999977 0.088755000000000014 -0.46885499999999997 0.27044500000000005 -0.10519499999999998 -0.076124999999999984 0.054560000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 19 -2 4 5 6 7 8 9 14 24 27 -3 18 -4 -16 17 -17 -14 20 -1 -22 -23 -13 25 -9 -27 -6 -29 -25
right_child=2 12 3 -5 11 -7 -8 10 -10 -11 -12 23 13 -15 15 16 -18 -19 -20 -21 21 22 -24 29 -26 26 -28 28 -30 -31
leaf_value=-0.0032122936342964185 -0.0032037510283838147 -0.0032693583970995095 0.0027872304969450605 0.001802172472152918 0.0026974327986832927 0.0024605155691112537 -0.0027915368400286376 -0.0020080811701400311 -0.0026212656363770949 -0.0032285837543189716 -0.001843862361116715 -0.0024688220578140624 -0.0010224421713483729 -0.0018597953475938493 0.0015312950214660295 -0.0025594283593405633 0.0020905719326259611 0.0022252998258764267 0.0015009689484526882 0.00057077621347559945 -0.0032076139397585069 0.0029277482375997684 -0.0032077224730554369 0.002081926768108598 0.0031006739625238254 0.00039067744587051225 0.0030584326793395749 -0.001685437450892195 0.0029377522463925766 -0.0018815223595858911
leaf_weight=0.87178767882869512 0.18806242721620847 0.13258843636140216 0.34647538507124331 0.70468715726747166 0.19301825517322868 0.57503685777191993 0.34232933961902734 0.17415373621042896 0.5932779641880187 0.22815924583119329 0.26942958962172259 0.7826839067565744 0.34314197150524695 0.28981231970828947 0.62625174979620934 0.46302451231167707 0.2077337245864328 0.095317131374031305 1.1319813996087775 0.24620714737102378 0.32556733550154604 0.25994367286330089 0.14548534632194787 0.17986295721493628 0.45662332355277602 0.98096228126087204 0.55646533553954214 0.50185707275522873 0.18393325415672768 0.19178964558523148
leaf_count=787 129 21 32 147 11 211 105 9 54 141 8 85 15 73 117 107 32 11 63 9 434 21 189 20 21 69 102 67 6 25
internal_value=0 -0.000809839 0.00013255 0.00020506 6.34628e-05 0.000373269 0.000148512 0.000349891 -0.000353785 0.000330136 0.00108896 -0.000837888 0.000198024 0.000458507 0.000797098 0.000301861 -0.000703177 -0.0017426 0.000913975 -0.00184416 -0.00221512 -0.00102589 0.000726078 -0.00166217 0.0014534 0.00101394 0.00135626 0.000244826 -0.000445469 3.66068e-05
internal_weight=0 3.74652 8.84113 8.65307 7.94839 5.91524 5.3402 4.99787 2.56024 1.96696 2.43763 2.03315 1.89752 1.76494 1.7388 1.39233 0.766075 0.558342 1.47512 1.84899 1.60278 0.730996 0.405429 1.15434 2.1682 1.71158 1.53743 0.878809 0.68579 0.371653
internal_count=3121 1612 1509 1380 1233 1019 808 703 494 440 209 214 172 151 299 267 150 118 78 1440 1431 644 210 130 201 180 171 84 73 45
is_linear=0
shrinkage=0.00319123


Tree=362
num_leaves=31
num_cat=0
split_feature=1 47 12 0 0 3 14 1 133 4 4 43 0 13 50 48 2 160 43 42 1 16 0 15 42 12 43 48 16 1212
split_gain=1.63307 0.876945 0.722945 0.705138 0.906393 0.735653 0.593358 0.604108 0.580511 0.531922 0.510012 0.442249 0.47776 0.427108 0.400459 0.509948 0.411515 0.476356 0.417998 0.392794 0.361381 0.522121 0.487554 0.377788 0.3574 0.357313 0.349884 0.451324 0.34871 0.342102
threshold=0.10089500000000001 0.087885000000000019 -1.0000000180025095e-35 0.062580000000000011 -0.10096999999999999 -0.12018999999999998 0.062655000000000016 1.0000000180025095e-35 0.091250000000000012 -0.17966999999999997 -0.49405499999999997 -0.084004999999999982 -0.084044999999999995 -0.0034749999999999994 0.10616500000000001 0.12879500000000002 0.121465 -0.079009999999999983 -0.14386499999999997 0.091295000000000015 0.10781 -0.061854999999999993 -0.18113999999999997 -0.055554999999999993 0.084435000000000024 0.080890000000000017 -0.023869999999999995 0.086260000000000017 0.062650000000000025 -0.50120999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 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 25 7 8 -1 -4 -5 12 -7 24 15 16 17 -11 -19 -15 -3 22 -22 -23 -14 -6 -9 -28 -20 -13
right_child=1 20 9 10 5 11 -8 26 -10 14 -12 29 13 19 -16 -17 -18 18 28 -21 21 23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0011758236884182136 0.0012186545494094932 -0.0010870283917006501 -0.0011075053745129464 -0.00051954953683513831 0.001407815209440048 -0.0013458389798884475 -0.001357779902264853 0.0012225971636817333 0.00056298073460687016 -0.00047213477518489065 0.00061159284174262232 0.00029973306724155195 0.0010091859947852571 -0.0013488297912420814 -0.00081460789752803406 -0.00043905416036851792 0.0013684550940697032 -0.00040041973112641099 0.0012185964895878368 0.00074914379323540387 -0.00072804202355186112 -0.0012475343144759991 0.00068922169135719324 2.0113460912391216e-05 -0.00050790697538981603 -0.00024328590921273203 0.00049628315409216473 -0.00043446646924458047 -9.0383417269876738e-05 -0.0012356391801012778
leaf_weight=1.1984608283964941 1.8806338383583341 0.73600571975111861 0.45764800009783257 1.1126247434876861 0.3262044051662103 0.83381386916153166 0.6305416312534361 0.58362089376896609 0.47786192502826441 0.79240923235192795 1.9563868304248888 0.27290056180209354 0.6777865834301342 0.66498689155560131 0.45756233227439214 0.89281829260289658 1.1140577609185127 0.49893296533264209 1.7684830045327564 0.20860188733786345 0.57343745604157481 0.86925517208874237 1.7497985691297802 0.8063889013137665 0.46646359947044402 0.81813894398510456 2.2561980460304771 1.5735167204402385 0.45536852465011168 4.7997410168172729
leaf_count=109 236 31 68 39 9 204 81 24 22 30 55 24 41 145 27 19 84 14 87 13 20 65 59 24 53 51 75 36 16 1360
internal_value=0 0.000230223 0.000491085 -0.000383541 -0.000497263 -0.00077239 -0.000125991 1.55255e-06 -0.00068015 0.000278528 0.000201514 -0.000916765 -0.000496473 -0.000145497 0.000384608 0.000483975 0.000661995 0.000438099 0.000703003 -0.00084786 -0.000228042 -6.9943e-05 0.000339403 -0.00063749 0.00039073 0.000227374 0.000260485 0.000113866 0.000950562 -0.00115304
internal_weight=0 13.0528 8.31791 18.8578 15.7888 9.06864 6.7202 6.08966 1.67632 6.43728 3.06901 7.92429 2.85165 2.01784 5.97963 5.52207 4.62925 3.51519 2.72278 0.873589 4.73489 3.99888 2.32324 1.67564 1.14425 1.14434 4.41334 3.82971 2.22385 5.07264
internal_count=3121 780 581 2341 2247 1900 347 266 131 345 94 1840 456 252 277 250 231 147 117 158 199 168 79 89 94 60 135 111 103 1384
is_linear=0
shrinkage=0.00133392


Tree=363
num_leaves=31
num_cat=0
split_feature=12 1 132 133 13 448 124 480 1 4 15 50 50 4 47 148 1 158 160 16 15 43 43 3 15 49 13 15 13 15
split_gain=0.227049 0.275079 0.201247 0.198538 0.33266 0.272054 0.215324 0.227975 0.204197 0.26808 0.203999 0.19083 0.214207 0.221152 0.182007 0.205481 0.181684 0.181521 0.171454 0.157552 0.227956 0.198572 0.226531 0.268709 0.189881 0.215136 0.179576 0.15008 0.231654 0.148168
threshold=0.084100000000000022 0.13075500000000004 0.081465000000000024 -0.0084449999999999994 -1.0000000180025095e-35 -0.081729999999999983 -0.53285499999999997 -1.0000000180025095e-35 0.077845000000000011 -0.082769999999999982 0.024640000000000006 0.10647500000000001 0.10030500000000002 0.50822500000000004 0.092710000000000015 -0.043434999999999994 0.14089500000000002 1.0000000180025095e-35 -0.066074999999999981 -0.54165499999999989 -0.11713499999999999 -0.17390999999999998 0.08845500000000002 -0.10831999999999999 -0.11345499999999999 -0.24768999999999997 -0.099939999999999987 -0.028889999999999996 0.17001000000000002 0.41531000000000007
decision_type=2 2 2 2 2 2 2 2 2 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 18 5 -5 -7 -8 9 -9 14 12 13 17 15 -6 -16 19 -1 -2 -21 27 23 -23 -25 -26 -24 -22 -29 -28
right_child=1 -3 -4 4 10 6 7 8 -10 -11 -12 -13 -14 -15 16 -17 -18 -19 -20 20 21 22 26 24 25 -27 29 28 -30 -31
leaf_value=0.0018070598912618835 0.0023746743628338578 0.0018394308674838193 0.0019487358508403795 -0.0029296417058474002 0.002682669724877068 -0.0032425953281549954 -0.0030735668891282183 0.0026604805954804946 0.0029039929544746154 -0.002342337872983043 -0.0021871028139109363 -0.0030167050023579794 0.002537263797493099 0.0030085922860888128 -0.0021169340507464478 8.0542280299443326e-05 0.00081099529587839037 -0.0030196159920558583 -0.0027182644037806593 -0.0030948921931833327 0.0028829753169886795 0.00053087429178253539 0.0012710061880630455 0.0029998323634691073 0.001298704053665038 -0.0026804353192043154 -0.0030169423115659023 0.0016947373017872655 -0.0027256858611020979 0.0031185921434806882
leaf_weight=0.092889554827706888 0.14161094126757223 0.379430059227161 0.54805666444008228 0.12247151177143645 0.29839997336966995 0.074959628283977175 0.076519080539582673 0.2056832464877516 1.0150133638817349 0.17649346604594107 0.42231473480933335 0.31978183850878839 0.18104951083660115 0.13328415993601073 0.6031339038745499 2.742528923379723 0.27301753940992057 0.32670486831921142 0.36993961338885117 0.35530074706184667 0.22103455811156891 0.45003377523971777 0.57838579430244863 0.0622353157959884 0.13274716422893229 1.3053183838055686 0.18409715179586772 0.25438652624143321 0.17918938596267253 0.043070275336503983
leaf_count=26 17 55 105 8 35 1 15 29 290 97 60 238 35 16 61 210 8 204 94 91 13 101 28 2 8 1087 108 28 50 1
internal_value=0 -0.00060276 0.000216054 6.93595e-05 0.000214078 0.00134301 0.0016809 0.00193133 0.00220543 0.000350123 -0.000220682 -0.000793104 -0.000636772 -0.000768351 -8.67499e-06 0.000335884 -0.00120456 -0.000887244 -0.00181003 -0.000708953 -0.000824912 -0.000588428 -0.000938636 -0.00148734 -0.00209273 -0.00231312 0.000389844 0.000885934 -0.000132147 -0.00185366
internal_weight=0 5.24766 7.02142 6.47336 6.01054 1.67114 1.54867 1.47371 1.39719 0.382177 4.3394 4.86823 4.54845 4.3674 3.91708 3.04093 0.876151 4.23411 0.462829 3.90741 3.7658 3.4105 2.75589 1.95033 1.5003 1.43807 0.805553 0.65461 0.433576 0.227167
internal_count=3121 2082 1039 934 814 440 432 431 416 126 374 2027 1789 1754 314 245 69 1738 120 1534 1517 1426 1335 1198 1097 1095 137 91 78 109
is_linear=0
shrinkage=0.00297793


Tree=364
num_leaves=31
num_cat=0
split_feature=12 43 4 3 42 1 42 52 484 43 52 52 0 43 1 52 52 474 156 42 2 1 0 51 43 457 1 2 52 2
split_gain=1.20369 0.75784 0.722751 0.690383 0.61336 0.57395 0.578811 0.439688 0.416405 0.414783 0.399554 0.377372 0.399237 0.5182 0.743059 0.381805 0.361647 0.315044 0.557484 0.295527 0.294008 0.274398 0.271954 0.256761 0.26158 0.252953 0.34568 0.570816 0.428391 0.319588
threshold=0.051320000000000005 -0.04890499999999999 0.24564500000000003 0.20828500000000003 -1.0000000180025095e-35 0.13021500000000003 0.091735000000000025 -0.087284999999999988 -1.0000000180025095e-35 -0.40263499999999991 0.039215000000000007 -0.15275999999999998 -0.084269999999999984 0.15359500000000004 0.083135000000000014 0.11434500000000002 0.26521500000000003 0.084660000000000027 0.078780000000000003 0.10194000000000002 0.10855000000000002 1.0000000180025095e-35 -0.098289999999999975 -0.031924999999999995 -0.082389999999999977 -0.068264999999999978 0.094465000000000007 0.11263500000000001 0.13389000000000004 0.090310000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 4 7 -2 6 8 20 -6 -1 19 -10 13 14 -13 23 21 18 25 -4 -3 -11 -16 -14 -25 -9 -27 29 -29 -28
right_child=2 3 10 -5 5 -7 -8 17 11 16 -12 12 15 -15 22 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 26 27 28 -30 -31
leaf_value=-0.00019593430215864003 -0.0013817976300276179 -0.0015702722207387063 0.00098144377196748584 0.00097627419807525722 -0.0015339403165547032 0.0010811114809428026 -0.0013686098339559046 -0.0010915806484905848 -0.001237988528366468 0.00013552551112770857 -0.00084723812442547486 -0.0015524828980182722 -0.00066858210703388797 0.0010862286127220615 0.001372127897526254 -0.00099776408722557675 -0.00077795258242617331 0.00095584294568820183 -0.0016369946523777216 -0.0003945909182725943 -0.0001906852713660239 0.0014160882517412388 -0.00055975371716744822 0.0012892380408292927 0.00024897051160659275 -0.00034903884031275089 0.00014174498288893928 -0.00093710685387071995 0.00077723895087223943 0.0015684449095295116
leaf_weight=0.81414167303592 2.0231084774713954 0.8132255399832482 1.3960730499820777 1.335744174895807 0.63746003661071515 0.53011813946068365 1.6258596971165387 0.46290376875549366 0.77714834420475831 0.47002553963102389 0.55199631967116136 1.3195179044851073 0.40033676032908339 0.36416670074686397 0.33910513203591108 0.4910104953451081 0.23489859513938416 0.66185240074992169 0.53327812673524011 0.48784129368141282 0.63891971029806882 2.2097526768920943 0.33602976344991464 0.91026491066441018 1.4545657484559393 2.4072792113293016 0.56802155449986491 0.8726518847979603 0.55067238723859191 1.010891586076468
leaf_count=32 704 83 68 125 259 21 484 15 151 17 50 279 38 9 10 59 10 33 28 16 23 233 50 19 83 96 19 50 18 39
internal_value=0 0.000180082 -0.000459899 -4.10296e-05 -0.00062319 -0.000456108 -0.000550257 -0.000200526 -0.000360982 0.000764491 0.000291471 -0.000244009 -0.000106436 -0.00058324 -0.000888038 0.000238968 0.00103276 -4.38057e-05 -0.000147092 0.000625118 -0.000963277 0.00119148 0.000410587 0.000458574 0.000649388 -1.17929e-05 8.06068e-05 0.000425109 -0.000273841 0.00105518
internal_weight=0 13.5843 13.6446 9.85544 11.2087 9.18558 8.65547 8.5197 7.02961 3.72882 2.43591 6.39215 5.615 2.35882 1.99465 3.25618 2.91468 7.06755 6.4057 1.88391 1.45215 2.67978 0.675135 2.76517 2.36483 5.87242 5.40952 3.00224 1.42332 1.57891
internal_count=3121 821 2300 529 2166 1462 1441 404 957 292 134 698 547 348 339 199 260 298 265 84 106 250 60 140 102 237 222 126 68 58
is_linear=0
shrinkage=0.00152193


Tree=365
num_leaves=31
num_cat=0
split_feature=12 43 50 42 1 42 4 41 43 49 483 158 151 52 43 13 13 12 4 1 16 43 1374 52 150 3 48 48 474 49
split_gain=0.210382 0.268326 0.238931 0.225465 0.261829 0.206548 0.203391 0.181808 0.179685 0.179387 0.177668 0.17863 0.194603 0.183859 0.153478 0.142283 0.166288 0.175101 0.152982 0.164864 0.261593 0.252082 0.140336 0.138694 0.190185 0.177132 0.160128 0.226763 0.172747 0.155895
threshold=0.051320000000000005 -0.043144999999999996 0.10647500000000001 -1.0000000180025095e-35 0.12958500000000003 0.091735000000000025 0.40473500000000007 0.078475000000000017 -0.0092949999999999994 -0.0060549999999999988 1.0000000180025095e-35 0.084765000000000021 -0.089594999999999994 -0.51296999999999993 -0.53814999999999991 -0.53104499999999988 -0.47860499999999995 0.099400000000000002 -0.083854999999999985 0.083135000000000014 0.013515000000000001 0.15359500000000004 0.10637000000000001 -0.0064899999999999992 0.081835000000000019 0.20828500000000003 0.12879500000000002 0.092475000000000016 0.08425500000000001 -0.047584999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 3 -2 5 6 7 10 -3 -7 11 12 -5 -14 -1 -15 -17 18 -18 20 21 -20 23 25 -25 26 27 28 29 -10
right_child=2 8 -4 4 -6 9 -8 -9 22 -11 -12 -13 13 15 -16 16 17 -19 19 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0029395130740786151 -0.0017120334944699539 -0.0025081669413399761 -0.0029356964885496497 -0.0023356701842000512 0.0023467828843339589 0.00053128836555863142 0.0029375134990687552 -0.0029906761004169528 -0.00033577935168086707 -0.002639887226387974 -0.0029154010339155815 -0.0029486640375947929 -0.0029181482943503212 -0.0020837330143667625 0.0014283657779234459 0.0030255722549732003 0.0022411554229785726 -0.0014887065487038424 -0.0029233840793725999 0.0015466839433478481 0.0024130280626051474 0.0030706451823436392 -0.0024958909663266556 0.00031965649253074425 0.0029715970314119927 0.0018540527331715555 -0.0030386133195268632 0.0017499140553018805 0.001340193619452656 -0.0025951020242336318
leaf_weight=0.070768493460491189 0.89683739478641644 0.25088910979684431 0.32831536562298413 0.21279267198406371 0.335789322212804 0.21167224241071381 0.18558462907094497 0.1836113461467902 0.5107303407276047 0.51729852899734385 0.16800502783735272 0.1479036937089403 0.12191540107596877 0.14153519272804427 1.5832890985184347 0.27574884053319904 0.5425763821840538 0.28377558384090651 0.34946598358509817 0.52094600113923661 0.16376133151061367 0.071101649082265794 0.17951837938744564 1.8987280345463666 0.25874801567988459 0.25372503220569331 0.22279644454829384 0.32485138799529512 0.22370656556449819 0.51800216489937156
leaf_count=12 674 39 261 66 49 28 21 31 29 398 152 89 103 4 286 8 45 23 239 84 23 2 16 203 49 53 14 17 40 63
internal_value=0 0.000237928 -0.000533083 -0.000385096 -0.000116674 -0.000318544 -1.54794e-05 -0.000187646 -0.000119688 -0.00171907 -1.60629e-05 0.000155966 0.000327073 0.000556394 0.00124149 0.000736733 0.000917579 0.000616653 0.000979216 0.000359733 -0.000698467 -0.00191003 1.67886e-05 0.000123899 0.000637706 -0.000415842 -0.000735787 -0.000410507 -0.000970866 -0.00147343
internal_weight=0 6.29575 5.65864 5.33032 4.43348 4.09769 3.36872 3.18314 4.6417 0.728971 2.99953 2.83152 2.68362 2.47083 1.65406 2.34891 2.20738 1.93163 1.64785 1.10527 0.584329 0.420568 4.39081 4.21129 2.15748 2.05381 1.80009 1.57729 1.25244 1.02873
internal_count=3121 821 2300 2039 1365 1316 890 869 523 426 838 686 597 531 298 428 424 416 393 348 264 241 484 468 252 216 163 149 132 92
is_linear=0
shrinkage=0.00290183


Tree=366
num_leaves=31
num_cat=0
split_feature=4 12 48 50 1 43 52 3 49 13 1 52 39 52 43 52 3 13 1 52 41 13 0 1 4 2 49 457 457 49
split_gain=1.47223 0.779197 0.741111 0.573989 0.572851 0.501322 0.546292 0.497366 0.496287 0.417024 0.393322 0.365212 0.346937 0.312933 0.291591 0.289708 0.220042 0.274299 0.312332 0.265056 0.315008 0.254381 0.319475 0.353734 0.352266 0.204495 0.19556 0.187052 0.285879 0.23008
threshold=0.27834500000000006 0.051320000000000005 0.12933000000000003 0.11875500000000001 0.111945 -0.04890499999999999 -0.012164999999999999 0.30112000000000005 -0.0060549999999999988 -0.47860499999999995 1.0000000180025095e-35 -0.0092699999999999987 0.14059500000000003 0.096795000000000006 -0.40263499999999991 -0.087284999999999988 -0.097604999999999983 -0.094514999999999988 0.08844500000000001 -0.15275999999999998 0.078475000000000017 -0.13710499999999998 -0.060129999999999996 0.078340000000000007 -0.27825499999999997 0.081135000000000013 -0.23360999999999996 0.082380000000000009 0.41022000000000008 0.10595500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 8 6 10 15 -2 -3 -1 -9 16 -8 -12 -7 19 18 -18 -11 21 -21 23 -23 -24 -25 -19 29 -29 -17
right_child=2 9 -4 -5 -6 7 13 11 -10 12 14 -13 -14 -15 -16 27 17 26 -20 20 -22 22 24 25 -26 -27 -28 28 -30 -31
leaf_value=-0.00082006554159658423 0.0015438663650244613 0.00010946608815772783 -0.0013366688802716198 -0.0011025599973438233 0.0014530539255651798 -0.0012417772954735184 -0.00107674961593995 0.0015410079448406973 -0.00038109884950452474 -0.0015439890797172796 -0.00026519051442182171 -0.00044198842382086077 0.0015371890179224773 0.00023216974339498493 0.001552943508351678 -0.00085475695159319012 -0.001066792718555428 -0.00013070225823145148 0.00026695601183096513 -0.0016573978475024778 -0.0015597975949229335 -0.0015496327660086471 -0.00042554977959922551 -0.00069072618901809373 0.0011723986149617749 0.00073910229765274712 -0.0013267396247223517 0.00045599374727556616 -0.00076289591850165937 2.6563244962927008e-05
leaf_weight=0.28274703118950162 0.42430970654822875 0.86604326125234621 0.54560161195695389 0.41853406094014634 1.5249648073222486 1.724674717290325 0.9018986343871791 0.41837785870302469 1.1314631463028488 0.76528444979339827 0.2579357475042342 0.43802727339789349 0.12531780824065286 0.78899457072839141 0.95848049724008877 3.8887389248702728 1.1743482049787415 0.33022211538627644 0.61712171044200648 0.31961185741238374 0.61463718791492272 0.64536781259812481 0.66626690840348601 0.55076995468698442 0.60784765891730808 0.39628824521787465 6.8228683919878597 0.93436809536069609 0.8436441607773304 0.82777882087975729
leaf_count=14 42 20 17 14 231 103 37 44 36 105 8 21 14 23 110 133 98 10 20 16 52 90 25 27 15 16 1710 29 12 29
internal_value=0 -0.000673732 0.000308783 0.000565339 0.000791932 -0.000392133 0.000125469 -0.000574069 0.000143902 -0.000911907 0.000792571 0.000526761 -0.000976776 -0.000465989 0.00116742 -0.000688771 -0.00100009 -0.0011385 -0.000607346 -0.00072897 -0.000564867 -0.000372936 -0.000229722 -0.000682994 0.000336791 -9.24269e-05 -0.00127152 -0.000541915 -0.000122354 -0.00070008
internal_weight=0 26.7677 4.04487 3.49927 3.08074 12.2657 3.19006 9.07561 1.55577 14.502 1.49916 0.856405 13.636 1.69089 1.21642 8.2192 13.5106 8.94456 1.79147 4.56607 3.80079 3.18615 2.86654 1.59243 1.27411 0.947058 7.15309 6.49453 1.77801 4.71652
internal_count=3121 2781 340 323 309 563 192 371 78 2218 132 65 2198 60 118 306 2184 1838 118 346 241 189 173 133 40 43 1720 203 41 162
is_linear=0
shrinkage=0.00151791


Tree=367
num_leaves=31
num_cat=0
split_feature=1 0 0 4 52 47 52 14 50 15 48 1 133 52 3 1 160 48 4 2 2 0 4 4 4 1212 457 457 159 160
split_gain=1.38117 0.658369 1.05687 0.661026 0.657093 0.595238 0.558025 0.518248 0.509365 0.505208 0.707809 0.503723 0.502991 0.501033 0.460176 0.450361 0.404091 0.398956 0.661607 0.381071 0.352515 0.31905 0.299334 0.701822 0.339556 0.313016 0.310958 0.537648 0.273425 0.266388
threshold=0.099195000000000019 -0.060129999999999996 -0.10096999999999999 -0.49405499999999997 -0.43320999999999993 0.10019500000000002 0.10347000000000002 0.062655000000000016 0.11843500000000001 0.035560000000000008 0.12879500000000002 1.0000000180025095e-35 0.091250000000000012 0.11434500000000002 0.16158000000000003 0.11146500000000002 -0.080409999999999995 0.086260000000000017 0.0052350000000000009 0.10912000000000001 0.11474000000000002 -0.062294999999999996 -0.083854999999999985 -0.084369999999999987 -0.17966999999999997 -0.50120999999999993 0.09061000000000001 0.092475000000000016 0.082105000000000025 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -2 8 -3 11 9 10 16 12 -1 19 21 -11 20 -13 -19 28 -6 29 23 24 -4 -24 -27 -28 -5 -7
right_child=4 3 22 13 5 14 -8 -9 -10 15 -12 17 -14 -15 -16 -17 -18 18 -20 -21 -22 -23 25 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0011191564945326334 -0.0012976029007471504 -0.001332866823920917 0.0014285433543229887 0.0010977828619083802 -0.00026607126022209446 -0.0013259966872093054 0.00019157648751840685 -0.0013097322009272855 -0.00087186025619231282 -0.0010130934888533324 -0.00069757599816855863 0.00057451489959180972 0.00053548091272742973 -0.0008606333781440757 0.00097705043626088997 0.00041035507572558406 0.0010236881943371714 -0.0011870432943185199 0.00050630328836282336 -0.00039142913700325504 0.001315352793076068 0.00027384041922558087 0.00034008178560779567 0.00124435669514579 -0.0012177943842097887 -0.0012394979183897648 0.0010706469033622571 -0.0013165734483830095 0.00014493780069715231 -0.00033649997770663986
leaf_weight=1.0670617558062101 0.46918717434164037 0.8869354724884031 0.089610688388347626 1.5551509791985192 0.84504672337788889 0.60411669663153666 0.7198375326115638 0.56503590976353724 0.45250302064232517 0.58250541752204277 0.5432714782655238 2.2844507235568021 0.42514229798689473 0.4802866952959447 0.51296501606702793 0.99790105293504894 4.309658513404429 0.70745755359530427 0.82947785314172506 0.56002366909524415 0.32217838300857693 1.0131271895952512 0.25934726209379899 0.33964544860646373 0.76683400303591043 4.1410524761886283 0.27750333305448283 0.35690933838486671 0.73335473565384734 1.7673603375442328
leaf_count=109 107 75 1 37 48 43 18 80 30 26 10 83 22 33 23 42 361 21 21 78 38 29 24 24 276 1324 6 47 26 59
internal_value=0 -0.00036831 -0.000529713 2.76939e-05 0.000195702 0.00025433 -0.000649913 -0.000138462 0.000454057 0.000532996 0.000702924 -1.39111e-05 -0.000647735 0.000354765 -0.000158341 -0.000114299 0.000841844 0.000233589 -0.000273151 0.000559692 0.000170435 -0.000330419 -0.000898844 -0.000320372 -0.000940905 -0.00103627 -0.00111102 -0.000272361 0.000792442 -0.000588567
internal_weight=0 17.0451 12.1095 4.93559 12.4198 11.9506 1.60677 5.87863 8.05306 7.60056 6.02016 5.31359 1.4922 3.32882 3.89757 1.58041 5.47688 3.82139 1.53694 2.84853 1.16723 3.3846 6.2309 1.19609 0.856445 5.03481 4.77547 0.634413 2.28851 2.37148
internal_count=3121 2305 2038 267 816 709 93 336 555 525 457 256 131 174 154 68 447 125 42 141 86 131 1702 301 277 1401 1377 53 63 102
is_linear=0
shrinkage=0.00128638


Tree=368
num_leaves=31
num_cat=0
split_feature=4 453 480 150 160 1213 475 157 403 376 1456 11 1373 51 457 16 44 0 130 43 52 42 156 160 11 474 401 4 0 13
split_gain=0.225933 0.216756 0.209323 0.208412 0.23343 0.18674 0.234169 0.178123 0.187015 0.173773 0.163734 0.247634 0.177954 0.180505 0.205745 0.196077 0.157947 0.189697 0.1749 0.179839 0.203412 0.172403 0.160838 0.159715 0.148472 0.235572 0.142841 0.141423 0.293008 0.170425
threshold=0.27044500000000005 1.0000000180025095e-35 0.084710000000000021 -0.22665999999999997 -0.091944999999999985 -1.0000000180025095e-35 -0.086004999999999984 0.08796000000000001 -0.083259999999999987 0.081970000000000015 -1.0000000180025095e-35 0.082245000000000013 0.099250000000000019 0.091630000000000003 0.51789000000000007 -0.071854999999999988 0.084760000000000016 -0.14001499999999997 -1.0000000180025095e-35 -0.14968999999999996 0.11434500000000002 -0.095859999999999987 0.085050000000000014 0.086325000000000013 0.088710000000000011 -1.0000000180025095e-35 0.082755000000000009 -0.49405499999999997 -0.060129999999999996 -0.084034999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 24 3 -1 9 6 -6 8 -7 26 -10 12 13 14 16 -15 17 23 22 21 27 -20 -19 -12 25 -2 -5 -21 29 -29
right_child=1 -3 -4 4 5 7 -8 -9 10 -11 11 -13 -14 15 -16 -17 -18 18 19 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0023917880860723521 -0.0031686433455395732 -0.0019128657732658443 -0.0029167582312582606 -0.0028364329657973035 0.0029452495310408251 -0.0022293800821542179 -0.0029150481504092028 -0.0025632313519087426 -0.002118989484267475 0.0013133195472859731 0.0018620465893355034 -0.0026213397285182113 -0.0027425717705782757 0.0027915580376348913 -0.0029837612495151838 0.00014953631441570037 -0.0028957915764498401 -0.002525741558973092 -3.3212294271939729e-05 -0.0017480882300581837 -0.0029873212785326169 0.0025623669796217916 0.001861430168011853 -0.0005981985954352407 -0.00043540000224236586 0.001997857043368057 0.0022724815178044862 0.00036808192680683899 0.0014739261662552871 -0.0014369267911487405
leaf_weight=0.24515242385677716 0.079074881970882305 0.21662323013879348 0.25163467877428125 0.59510263237461636 0.067466439679265022 0.30634366249432066 0.37246970378327482 0.23560102313058529 0.27486972458426784 0.12283458962338045 0.96800800337222603 0.25996154322638165 0.1624490207468624 0.48209539437084459 0.17149165179580439 0.45970309909898777 0.13239079032791767 0.36380599648690903 0.39043981116265059 0.31662143731954762 0.19108273004530918 0.47539393568876542 0.086682474240660667 0.28646364319138229 0.3685093109961598 1.1366180569166324 0.049671906395815313 0.98571794560120396 1.0869103784207808 0.78891343242139422
leaf_count=14 1 17 218 309 4 298 435 108 170 11 75 75 18 74 8 48 7 90 38 45 34 21 11 31 34 313 9 201 94 310
internal_value=0 0.000802643 -0.000309949 -0.00024354 -0.00031061 -0.000178026 -0.00201634 -8.20325e-05 -1.06503e-05 -0.00184178 7.55724e-05 0.000154858 0.000253074 0.000320797 0.000142638 0.00150196 0.000230931 0.000300618 3.29889e-05 0.000215367 -8.69832e-05 0.00139191 -0.00168157 0.00130024 0.00117396 0.0016618 -0.00244285 8.73956e-05 0.000290487 -0.000434336
internal_weight=0 1.80083 10.1293 9.87764 9.63249 8.86488 0.439936 8.42495 8.18934 0.767609 7.883 7.60813 7.34817 7.18572 6.24392 0.941798 6.07243 5.94004 4.68557 4.23508 3.36925 0.865834 0.450488 1.25447 1.5842 1.21569 0.644775 3.17816 2.86154 1.77463
internal_count=3121 365 2756 2538 2524 2195 439 1756 1648 329 1350 1180 1105 1087 965 122 957 950 844 743 684 59 101 106 348 314 318 650 605 511
is_linear=0
shrinkage=0.00289434


Tree=369
num_leaves=31
num_cat=0
split_feature=1 150 0 3 15 50 4 52 39 16 1 4 16 1 47 150 43 13 2 3 150 49 15 15 13 151 150 1 4 15
split_gain=1.24227 0.797445 0.668323 0.661149 0.623689 0.710641 0.606837 0.67677 0.506979 0.479182 0.464483 0.579644 0.501223 0.442598 0.420949 0.392177 0.379719 0.379987 0.377701 0.640606 0.332995 0.361568 0.332694 0.678909 0.379404 0.418516 0.317215 0.308664 0.292436 0.364621
threshold=0.094385000000000011 0.080470000000000014 -0.060129999999999996 0.090900000000000009 -0.24436499999999997 0.11843500000000001 -0.49405499999999997 0.10347000000000002 0.16946000000000003 0.15891500000000003 1.0000000180025095e-35 0.053925000000000008 -0.078844999999999985 0.14000500000000002 0.096300000000000011 -0.050224999999999992 -0.023869999999999995 -0.13710499999999998 0.10731 -0.116045 0.087380000000000013 -0.0087849999999999977 0.083935000000000023 0.084050000000000014 -0.099939999999999987 0.15288500000000002 0.15024000000000001 0.07863500000000001 0.24564500000000003 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 10 5 -2 7 -4 9 13 22 12 20 14 15 -6 -16 -18 -8 -20 21 -12 -1 -24 -25 -26 -3 -14 29 -17
right_child=1 26 6 -5 8 -7 18 -9 -10 -11 11 -13 27 -15 16 28 17 -19 19 -21 -22 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0015543008612825889 0.0010283369179780847 0.0010222900971849956 -0.0016331285064157342 0.00019280311438055393 0.0013476254008521558 -0.0010555673396736866 0.0007395662075304313 0.0003422451583777543 0.0016690654113846628 -0.0010710690147999462 0.0015977939290233089 0.0010522258874021344 0.00043726740994252613 0.0013944740520843589 5.8250457511414312e-05 0.0001993635591440124 6.2471880872923545e-05 -0.0016093625330578535 0.00083922775879378606 -0.0015737642210098422 -0.0016986538694698623 -0.00021727809237437958 0.0018445530856151793 0.00097542673065423996 -0.0015510123659167865 0.0010682427540815657 -0.0002709310955422278 -0.0014225010522388288 0.0010749670330056527 -0.0011038757935584252
leaf_weight=2.6052586454316025 2.0259453871985893 2.8490152257727455 0.92644221731461562 1.7147128665819753 0.53136794874444371 0.48012467054650176 2.2508926177397401 0.73992920108139515 0.31336252018809307 1.6288305578054858 0.3369819065555929 0.5106567780021577 0.23935796041041646 0.42025993997231115 0.98314466420561109 1.2252577831968681 0.44315734365955006 1.1839632599148895 0.51595932338386774 0.52801858691964276 0.2585144992917775 1.1441505219554531 0.21826022583991322 0.19823336065746855 1.4226850379491218 0.16107629612088215 0.53424828965216864 1.8299449688056482 0.41345163574442256 0.87129735236521799
leaf_count=784 208 217 64 48 33 20 59 18 10 167 8 23 18 18 37 55 11 57 8 99 8 162 12 10 617 2 10 238 18 82
internal_value=0 0.00016768 -0.000465403 -0.000683069 -4.14868e-05 0.000629093 1.40141e-06 -0.000755991 -0.000251182 -0.000329322 -0.000851343 -0.000488565 -0.000695135 -0.000130343 -0.00024373 0.000145658 -0.000697428 -0.00115403 0.000384451 -0.000381205 -8.58208e-05 0.000195681 -0.0011916 -0.000719198 -0.00103321 -0.00128462 0.000818079 -0.00120738 -0.000108799 -0.000342243
internal_weight=0 13.9034 15.6011 10.6398 10.5202 2.50607 4.96124 1.66637 8.01409 7.70073 8.92512 4.31961 3.80895 6.0719 5.65164 3.04137 2.61027 1.62712 3.29487 1.04398 1.73965 1.48113 4.60551 2.00025 1.78199 1.58376 3.38326 2.0693 2.51001 2.09656
internal_count=3121 943 2178 1930 716 228 248 82 488 478 1882 457 434 311 293 188 105 68 166 107 178 170 1425 641 629 619 227 256 155 137
is_linear=0
shrinkage=0.00154009


Tree=370
num_leaves=31
num_cat=0
split_feature=31 1 52 0 3 0 457 1 1 376 14 15 133 133 39 47 2 50 48 48 2 1 3 42 43 13 16 4 0 4
split_gain=0.21792 0.213306 0.178166 0.192218 0.17326 0.236126 0.175051 0.167242 0.182646 0.220902 0.186228 0.172006 0.232507 0.304145 0.162435 0.225686 0.165633 0.179611 0.183517 0.17357 0.179901 0.210758 0.170668 0.160716 0.176473 0.160591 0.157097 0.22479 0.254152 0.144528
threshold=-1.0000000180025095e-35 0.099195000000000019 -0.43320999999999993 1.0000000180025095e-35 0.090900000000000009 -0.060129999999999996 0.082380000000000009 1.0000000180025095e-35 0.090540000000000023 0.083890000000000006 0.062655000000000016 0.083935000000000023 0.083950000000000011 0.091935000000000003 0.16946000000000003 0.13148500000000005 0.14753000000000002 0.11720500000000002 0.12879500000000002 -0.086869999999999989 1.0000000180025095e-35 0.11588000000000001 0.099930000000000005 0.092620000000000022 -0.52440999999999993 -0.47860499999999995 -0.087989999999999985 0.033845000000000007 -0.077999999999999986 -0.49013999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 14 5 7 25 11 10 -10 26 -2 -13 -14 15 16 17 18 19 -4 21 -21 -22 29 -25 -6 -9 28 -28 -7
right_child=1 2 3 -5 6 23 -8 8 9 -11 -12 12 13 -15 -16 -17 -18 -19 -20 20 22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.004094107598157851 -0.0039980895454586034 -0.0039969788515792273 -0.0023243126710489172 0.0032802614602654226 0.0012585040638872973 -0.0015404496144282582 0.0025157512686473362 0.0023083000635377117 -0.0031211359422329845 0.0040248316516730883 -0.0040128158143756332 -0.0039923704618350783 0.003557163805896752 -0.0039969300782762849 0.0041422906259552545 -0.002113034297295814 0.0040148968720218354 -0.0034059985911726654 -0.0021801586750940013 -0.0018398641798283313 0.0035564350803315033 0.0015754294799037864 0.00088025344604621451 0.0028798742765954832 -0.0041175102033363855 -0.0019852566454097906 -0.0037160006208769498 0.0041232297094935541 0.0026262269439072056 0.0015198186522423674
leaf_weight=0.1848095930472472 0.76375723595265188 0.14401777100283641 0.25135463627521115 0.36144401389174152 0.45376938069239259 0.32283294899389137 0.45836902305018157 0.47554993657104205 0.71443317104422011 0.075638056267052889 0.15909562958404411 0.27141317604400683 0.2361240123573225 0.13103548322396819 0.16459874453721557 0.61484414254664432 0.19927314022788767 0.19643421994987864 0.35795322293415655 0.54916417560889408 0.65527886507334165 0.59544171305606142 0.88648101408034563 0.075351172126829624 0.23380425169307262 0.51540405361447461 0.35412606086174492 0.12089690659195185 0.13915751960303191 0.99924036843003827
leaf_count=86 784 107 20 81 19 48 23 54 227 12 70 431 21 189 21 48 71 45 18 62 123 53 90 4 74 63 163 5 20 89
internal_value=0 -0.000258352 0.00036121 0.000491098 -0.000732677 -0.00107707 0.000491056 -0.00166774 -0.000940758 -0.00243701 5.84771e-06 -0.00272472 -0.00120173 0.000861185 0.000265608 0.000117428 0.000488939 0.000287734 0.000507894 0.000835426 0.00113107 -6.31755e-05 0.00201768 0.000168993 -0.00241202 -0.00046652 0.000592554 -0.00073592 -0.00192683 0.000772541
internal_weight=0 11.4763 4.97629 4.83227 6.5 5.07246 1.42754 3.44123 2.0389 0.790071 1.24883 1.40233 0.638573 0.367159 4.47082 4.30623 3.69138 3.49211 3.29567 2.93772 2.68637 1.14461 1.54176 1.63123 0.309155 0.969173 1.08973 0.61418 0.493284 1.32207
internal_count=3121 3035 739 632 2296 2191 105 1976 551 239 312 1425 641 210 551 530 482 411 366 348 328 115 213 215 78 82 242 188 183 137
is_linear=0
shrinkage=0.0039763


Tree=371
num_leaves=31
num_cat=0
split_feature=1 52 1446 12 40 0 1 3 39 0 47 4 151 42 4 52 3 14 2 48 403 16 16 15 133 133 159 3 43 47
split_gain=0.75225 0.471279 0.425207 0.417633 0.504231 0.41179 0.450666 0.364469 0.373598 0.389247 0.392107 0.372072 0.356138 0.337824 0.39539 0.437202 0.307076 0.286209 0.376472 0.509684 0.4658 0.263868 0.259374 0.253323 0.408634 0.654407 0.23382 0.238544 0.211341 0.191259
threshold=0.094385000000000011 -0.43320999999999993 0.091555000000000011 -0.064509999999999984 0.57330500000000006 -0.060129999999999996 1.0000000180025095e-35 0.31299000000000005 0.15619500000000003 1.0000000180025095e-35 0.13148500000000005 -0.033174999999999989 -0.40381499999999992 0.092620000000000022 -0.49405499999999997 0.10347000000000002 0.11296500000000002 0.062655000000000016 0.073895000000000002 0.086260000000000017 0.03138500000000001 -0.54165499999999989 -0.5224049999999999 0.083935000000000023 0.083950000000000011 0.091935000000000003 0.090485000000000024 -0.10831999999999999 -0.45785999999999999 0.093140000000000014
decision_type=2 2 2 2 2 2 2 2 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 16 8 9 10 11 -5 -13 14 15 -7 23 18 20 -20 22 -14 -8 -1 -25 -26 27 -16 -15 -23
right_child=1 2 -4 7 -6 13 17 -9 -10 -11 -12 12 21 28 26 -17 -18 -19 19 -21 -22 29 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0015848934066666198 -0.0015851025844138263 0.0012440913015475722 -0.0015740376791639091 -0.0011210943871722754 -0.0017198375227799926 -0.0016372060541143115 0.0016029834805343015 0.0015907799472262662 0.0016655321514871093 0.0011832051201093379 -0.0011155567350617898 -0.0016132967712379383 0.0016266944641618211 0.00043540050579710186 0.0014784524059513484 0.00065189931688444246 0.00026653139929519367 -0.0015952157480344498 0.00086196045360848275 -0.00069944841235828129 0.00058494758677854171 0.00037217516928148117 -0.0015862559586093485 -0.0015807022587802776 0.001424760841824 -0.0015837762296363122 -0.00045431305458821841 0.00031233293085696818 -0.0016648705340989755 -0.00037595112002905085
leaf_weight=1.7797694234468515 0.36145128030329843 1.6289308021659943 0.30826781957876015 0.62229183607268801 0.15524661913514126 0.49128257925622243 0.067669068463147242 0.40615829406306136 0.34155600867234159 0.60769206518307317 0.86640121554955829 0.26157457474618961 0.32948643038980385 0.16487269033677876 0.79583752597682256 0.35485754534602165 0.40150527469813813 0.36026104330085207 1.382871015230194 0.82378430757671584 0.43872818781528622 3.0732793224742689 0.90713205980137002 0.66464020940475144 0.41288495645858347 0.31455684202956036 0.4263530165189876 0.95063264400232705 0.418932357628364 1.1632518345722926
leaf_count=784 119 273 29 86 3 58 4 62 25 58 35 14 29 5 27 11 9 77 60 26 43 140 283 434 21 189 21 54 72 70
internal_value=0 0.000176944 0.000242172 0.000301382 0.000986191 -0.000414631 -0.00062313 0.000142118 6.1135e-05 -1.80091e-05 -0.000133578 2.25327e-05 0.00016995 2.25222e-05 0.000234128 -0.000677192 -0.00102824 -0.000259455 -0.000126527 0.000279058 -0.000759686 0.000272107 -0.00136486 -0.00119213 -0.000689991 0.000123824 0.000589014 0.000843714 -0.00107173 0.000166757
internal_weight=0 10.1256 9.76414 9.45587 1.78418 11.1566 7.5538 7.67169 7.26553 6.92398 6.31629 5.44988 4.82759 3.60277 3.01896 0.84614 3.57336 3.98045 3.62018 2.20666 1.41353 4.56602 0.974801 3.17185 1.39208 0.727442 2.17282 1.74647 0.583805 4.23653
internal_count=3121 943 824 795 276 2178 1930 519 457 432 374 339 253 248 171 69 1437 493 416 86 330 239 287 1428 644 210 102 81 77 210
is_linear=0
shrinkage=0.00157143


Tree=372
num_leaves=31
num_cat=0
split_feature=31 1 51 50 0 50 403 43 52 3 3 124 39 47 16 48 12 0 15 151 16 2 12 52 4 48 1 159 51 160
split_gain=0.201505 0.191994 0.198869 0.209794 0.185989 0.172684 0.197788 0.180487 0.239486 0.248928 0.305604 0.189477 0.156511 0.184781 0.154961 0.203443 0.259197 0.162022 0.158912 0.126616 0.172645 0.144956 0.123518 0.120168 0.204824 0.116686 0.12311 0.116014 0.173534 0.11687
threshold=-1.0000000180025095e-35 0.104035 -0.10748999999999999 0.10124500000000002 1.0000000180025095e-35 0.10030500000000002 0.093545000000000003 -0.17390999999999998 0.11434500000000002 0.090900000000000009 -0.10831999999999999 -0.085309999999999983 0.16946000000000003 0.14808500000000002 -0.083539999999999989 0.085845000000000019 0.086915000000000006 -0.24955499999999997 0.15614500000000003 -0.50825999999999982 -0.53943499999999989 0.14753000000000002 -0.094384999999999983 0.091275000000000009 -0.084369999999999987 0.084170000000000009 0.080000000000000016 0.086110000000000006 -0.076794999999999988 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 23 9 10 25 -12 13 19 15 16 22 -16 -19 -3 -21 27 -13 24 -4 26 -9 29 -29 -22
right_child=1 4 3 -5 -6 -7 -8 8 -10 -11 11 14 -14 -15 17 -17 -18 18 -20 20 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0036991163771706672 -0.0036234375946465236 -0.003148362950567858 -0.0036298737602040404 -0.0036196080552965072 0.0030587365827052181 0.0036661308534646202 -0.0036306884290329914 -0.00087531985926791371 -0.0030848345653149128 0.001136211360213473 0.0017700803762806026 -0.0036916320805409557 0.0037383393471802431 -0.0034695662443447496 0.0037943322439117758 -0.0035116148346224789 -0.0036206554695922804 -0.0032749387927726095 0.0022001800880782378 0.0036729555793636221 -0.0021690466340824289 0.0027245220512806165 0.0017054580755235466 0.0028435593771395781 0.0020833846802120184 0.002857082988647142 0.0022067612749498882 -0.00073665723890974999 0.0036429962464089938 -5.0326984106765031e-05
leaf_weight=0.17222450106055376 0.27164075493055762 0.14139682962559241 0.13267744216136634 0.26455334943602782 0.30815506566432294 0.13603451009839762 0.24122658271517128 0.51275525969685831 0.43794192018685851 1.1732940986985338 0.2155924642574959 0.060739704174920917 0.15235148335341353 0.18744949018582691 0.048468861728905188 0.26727788281277753 0.18753056481364183 1.0776643423887513 0.073403669521212467 0.18918677946203466 0.39608818211127328 0.25974192289868359 0.57892394404916447 0.36386683146702126 0.2102680014068018 0.27865100023336709 0.24988933213171549 0.222226437414065 0.24835939417243924 2.2822490924154391
leaf_count=86 216 15 50 271 107 6 182 44 225 67 40 8 21 12 1 51 203 781 2 36 59 78 139 23 27 23 51 26 63 208
internal_value=0 -0.000225384 -0.000605043 -0.00047911 0.00036155 -0.000346097 -0.000435423 -0.000304091 -0.000537731 -0.000301609 -0.000776696 -0.00145709 0.000157788 1.88671e-05 -0.00176038 -0.000780704 0.000101691 -0.00265425 -0.00292579 0.000193743 0.000325089 0.000139277 0.00119297 0.00140227 -0.000126939 0.000863108 0.00013456 -7.39697e-05 0.00157478 -0.000363656
internal_weight=0 11.1696 6.7824 6.51076 4.3872 6.24621 6.11017 5.86895 5.16213 4.72419 3.5509 2.5096 4.07905 3.9267 2.29401 1.09447 0.827194 1.19954 1.15107 3.73925 3.59785 3.40867 0.639664 0.706812 0.342945 1.0413 0.762645 3.14892 0.470586 2.67834
internal_count=3121 3035 2410 2194 625 1923 1917 1735 1635 1410 1343 1225 518 497 1185 401 350 784 783 485 470 434 147 100 77 118 95 356 89 267
is_linear=0
shrinkage=0.00360053


Tree=373
num_leaves=31
num_cat=0
split_feature=31 15 39 2 123 1447 403 160 0 0 16 51 4 2 12 147 1456 0 39 15 51 1348 1374 151 1 42 42 150 52 131
split_gain=0.180967 0.175292 0.169127 0.16892 0.251642 0.220566 0.182029 0.186189 0.175997 0.267896 0.251962 0.168037 0.149928 0.333603 0.196749 0.170324 0.148694 0.140535 0.155909 0.13975 0.138611 0.198101 0.157494 0.138737 0.156849 0.243515 0.192064 0.221504 0.289733 0.114869
threshold=-1.0000000180025095e-35 -0.49307999999999996 0.16946000000000003 0.088850000000000012 0.088610000000000008 -1.0000000180025095e-35 -1.0000000180025095e-35 0.083670000000000008 -0.10607499999999999 -0.084269999999999984 -0.078464999999999993 0.12547500000000003 -0.49405499999999997 0.11093500000000002 0.11527000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.066689999999999985 0.088895000000000016 -0.11713499999999999 -0.076794999999999988 0.084620000000000015 0.10637000000000001 -0.5225749999999999 0.093575000000000019 -1.0000000180025095e-35 0.091735000000000025 0.08882000000000001 0.11434500000000002 0.07635500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 8 19 11 -11 -10 13 -7 15 -14 -17 -12 -19 -8 21 -18 23 -22 25 -25 27 28 -27 -28
right_child=1 2 -4 4 -6 12 7 -9 9 10 17 -13 14 -15 -16 16 20 18 -20 -21 22 -23 -24 24 -26 26 29 -29 -30 -31
leaf_value=0.0033728639523501781 0.0033201600050481433 -0.0028126240942535582 0.0034072455063012368 -0.0033338482539326175 0.0025981120398381324 -0.0033932901797653894 -0.0015222094576529167 -0.002725347305477461 -0.0031691816534299231 0.0022982236766842697 -0.003265234505589595 0.002767913161053937 -0.0033802932176200981 0.002541543575487967 -0.0032747578828017849 -0.0033320804761391033 -0.0016603196002260559 0.00051076226791206796 -0.0031089742567916505 0.0013584031756267048 -0.0028763117302026586 0.003153766741980331 -0.0025282889298767182 -0.0033056552815226379 0.0016074981089745633 0.0022872768689394477 -0.0033900677176871121 -0.0011083369800774436 -0.0020362772582928467 0.0025054812531678781
leaf_weight=0.15619622786471055 0.15145501215010782 0.44589122324395658 0.13551282661501396 0.22437967194855435 0.38909818680258457 0.36397896066773672 0.231177862995537 0.38864524518430688 0.58385731532325502 0.35993468906963 0.21593572910933045 0.056639467540662736 0.13507191749522451 0.14283563502249308 0.17559231581981283 0.11520279734395433 0.5910681524692335 0.60490308009322202 0.16376475908327848 0.86454151305951887 0.10834611562313501 0.10977227846160531 0.16017360010300752 0.18564963275275692 1.8283814792230257 1.1436669748509305 0.18079253292671627 0.41125760306022119 0.19674625739571627 0.044629550538957119
leaf_count=86 62 524 16 107 96 87 33 108 361 107 172 12 14 17 84 81 154 89 10 68 17 7 17 225 249 104 135 26 49 4
internal_value=0 -0.000195212 -0.000245643 -0.00029314 3.18687e-05 -0.000131354 -0.000833258 -0.000578868 -0.000308084 -0.000892491 -5.8049e-05 -0.00264416 -9.42019e-06 -0.00172068 0.000151596 0.000267057 0.000364119 -0.000919415 -0.000260423 0.000750644 0.00044996 -0.000906292 0.000673104 0.000798188 0.000897939 0.000298078 0.00063647 0.00100444 0.00165266 -0.00222285
internal_weight=0 10.7089 10.5574 10.4219 6.50664 6.11755 3.91529 3.4694 3.08075 1.98504 1.34454 0.640497 5.89317 0.506815 5.38635 5.21076 5.07569 0.984604 0.768668 1.09572 4.96048 0.70084 4.25964 4.09947 3.99112 2.16274 1.97709 1.75167 1.34041 0.225422
internal_count=3121 3035 2973 2957 1473 1377 1484 960 852 751 378 373 1270 104 1166 1082 1068 271 99 101 987 161 826 809 792 543 318 179 153 139
is_linear=0
shrinkage=0.00329098


Tree=374
num_leaves=31
num_cat=0
split_feature=4 12 151 3 15 481 132 133 13 448 15 12 3 43 43 42 42 147 1212 453 50 47 14 1 12 12 3 15 15 2
split_gain=0.784708 0.572768 0.539736 0.490951 0.393763 0.388218 0.319499 0.52508 0.518662 0.506663 0.387384 0.357209 0.352803 0.281558 0.260606 0.287412 0.286118 0.253681 0.255252 0.247846 0.259466 0.26999 0.240636 0.228286 0.24565 0.372564 0.263926 0.220768 0.316295 0.343281
threshold=0.27287000000000006 0.084100000000000022 -0.27559499999999998 0.10732000000000001 0.15614500000000003 -0.0079799999999999992 0.081465000000000024 -0.0084449999999999994 -1.0000000180025095e-35 -0.081729999999999983 0.024640000000000006 -0.14757499999999998 -0.084074999999999997 0.05259500000000001 -0.17390999999999998 0.094165000000000013 -0.11051499999999999 0.10100500000000003 -0.50120999999999993 1.0000000180025095e-35 0.11875500000000001 0.10954500000000002 -0.46885499999999997 0.13146500000000003 0.092355000000000007 0.09202500000000001 -0.077774999999999983 -0.016799999999999995 -0.074054999999999996 0.090675000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 4 14 -1 7 -7 9 -9 27 -11 13 -13 15 16 -3 18 -16 20 21 22 -4 24 25 26 -20 28 29 -10
right_child=2 3 19 -5 -6 6 -8 8 10 11 -12 12 -14 -15 17 -17 -18 -19 23 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.001555855934741292 -0.0015972984958252878 -0.0017711546193180873 0.00012984835400689672 0.00052513489259360831 0.00055314347801846159 -0.0014501342399855105 0.0011640847960678697 -0.0017340116564063964 -0.00064361327808738051 -0.0011931778160692282 -0.0013777023906584953 -0.0017466927587751768 0.001601149935337675 0.0012800102457761402 0.00084837932812996376 -0.001652707838875084 0.00075342654787263926 0.0016989704514098021 -0.0013736358403476916 -0.00095463417004562937 -0.00047392748785826709 -0.00019672665125707267 0.0016978038568423979 0.00034197714491951111 -0.0017584177321760667 0.00092794808490510253 6.8551641625747719e-05 0.00047952343108662526 -0.0012539779589715769 0.00068053510202005149
leaf_weight=0.4570476048393165 0.29376140516251359 0.16370400844607502 0.35425303387455853 1.0105129992589352 0.62583441112656135 0.70303086267085468 0.75306442694272924 0.21845729066989994 1.155183229595423 0.1969627209473378 0.70547857682686288 0.190005907206794 1.6307044263230694 0.17993691936135292 0.19627184944693343 0.29512788169085979 0.76949817920103913 0.099610780365764984 2.4296497978502907 0.20896178623661388 0.31642737053334702 0.35815240116789926 1.7396287574665605 0.28570237196981896 1.8257459313317665 0.28597738512326021 0.4526449425029474 1.8017842181725505 0.76210608374094624 1.2005273774266241
leaf_count=110 15 44 34 25 27 79 57 8 43 8 54 72 173 7 24 32 58 4 962 8 15 19 261 9 702 30 77 84 35 45
internal_value=0 -0.00027658 0.000645154 -0.000608882 -0.000763118 5.18045e-06 8.03041e-05 -1.3033e-05 0.000112612 0.00078459 -0.000176015 0.00103496 0.00125431 -0.000274531 -0.00088419 -0.00016115 0.00031056 -0.00104348 -0.00109337 0.000866401 0.00100385 0.00119455 0.00143253 -0.00116555 -0.00125179 -0.000959846 -0.00114715 -3.69069e-06 -0.00028294 3.12049e-05
internal_weight=0 18.3946 3.27118 8.44028 7.42977 9.95429 9.49724 8.74418 8.04115 2.41607 5.62508 2.19761 2.00065 0.369943 6.80393 1.22833 0.933202 5.5756 5.47599 2.97742 2.76846 2.45203 2.09388 5.27972 4.99402 3.16827 2.88229 4.9196 3.11782 2.35571
internal_count=3121 2769 352 1994 1969 775 665 608 529 268 261 260 252 79 1942 134 102 1808 1804 337 329 314 295 1780 1771 1069 1039 207 123 88
is_linear=0
shrinkage=0.00173405


Tree=375
num_leaves=31
num_cat=0
split_feature=1 52 0 0 150 160 15 474 150 50 4 4 16 150 16 39 1212 4 43 2 3 159 43 159 1374 16 1 4 1429 4
split_gain=1.11157 0.600184 0.599838 0.544122 0.506263 0.413135 0.427818 0.407207 0.377436 0.370596 0.363893 0.565489 0.340816 0.40637 0.43282 0.350869 0.335666 0.329487 0.662716 0.392654 0.434219 0.334691 0.279607 0.260019 0.317659 0.318641 0.499609 0.35366 0.258997 0.228339
threshold=0.094385000000000011 -0.43320999999999993 -0.060129999999999996 -0.10096999999999999 0.076925000000000007 -0.40698999999999991 -0.24436499999999997 0.084660000000000027 0.15024000000000001 0.11843500000000001 -0.083854999999999985 -0.084369999999999987 -0.27167499999999994 -0.073399999999999979 -0.056919999999999991 0.14059500000000003 -0.50120999999999993 -0.49405499999999997 -0.52440999999999993 0.10731 -0.116045 0.088800000000000004 -0.16318499999999997 0.082105000000000025 -0.094929999999999987 -0.091354999999999978 0.083135000000000014 0.018150000000000003 -1.0000000180025095e-35 -0.17966999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 7 5 -3 9 23 -6 28 11 29 -8 -14 22 -16 -12 18 -4 21 -21 -19 -15 24 -1 26 -26 -27 -7 -5
right_child=1 4 17 10 8 6 12 -9 -10 -11 16 -13 13 14 15 -17 -18 19 -20 20 -22 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=-0.0016655669947374333 -0.0015693157915733546 -0.0016122538249101373 0.00098908400066562456 0.0016670839337956859 0.001079964714627252 -0.00070014313905740618 -0.00061200617454379696 0.00082454354583963636 -0.00039205955314487419 -0.00080973437936313151 0.00080711918841608744 0.0015028848646049468 0.0014122620813140823 -0.00043745673292996072 -0.00075702394211039318 0.00084762410936579046 -0.0013960013660395208 0.0011476762141691852 -0.0013579947585950426 0.00059649830286777989 -0.0015864746472825108 -0.00025244968041471092 0.001009613092347881 -0.0015729566522238059 -0.00062830782864799987 -0.0015946076882617463 0.00098158147464586041 0.0003086413899265655 0.0012995698027597989 -0.0014209421970768621
leaf_weight=0.38446943089366037 0.44543312839232285 0.33595424355007608 0.42501808516681194 0.064734414219856262 2.405318998964503 0.17491230461746443 1.8496842870954386 0.65871838433668006 0.50749351130798448 0.29524298268370319 0.17489313811529372 0.31177708285394956 0.56328149139880856 0.44424808537587512 1.7456537559628595 0.40364802908152331 3.4193221144378194 1.3391645727679162 0.90729413204826392 0.4237658604979514 0.45418655744288117 0.59249338274821628 1.1603410024545122 0.47306746547110368 0.88478826091159202 0.61807055212557171 0.97469391918275505 0.37888819817453623 1.4279515320667968 0.52343793772161007
leaf_count=8 119 30 8 1 215 3 68 27 10 17 24 24 32 13 130 11 1309 36 74 8 99 23 93 75 86 58 28 18 202 272
internal_value=0 0.00019674 -0.000461289 -0.000688932 0.000266271 7.30666e-05 0.00014327 -0.000299392 0.000823497 0.000787201 -0.00106794 -0.000185891 -5.4926e-05 0.000183754 -5.87054e-07 -0.000455664 -0.0012888 2.60388e-05 -0.000609258 0.000327295 -0.000532808 0.000718219 0.000608976 -0.000498735 -0.000341934 -0.000163776 0.000215556 -0.000871289 0.00108135 -0.00108107
internal_weight=0 11.7592 13.0088 8.86686 11.3137 8.40092 8.06496 4.3727 2.91281 1.89811 4.49416 0.899949 6.16686 4.31717 3.75389 2.1493 3.59422 4.14192 1.33231 2.80961 0.877952 1.93166 1.60459 3.71398 3.24091 2.85644 1.85948 0.996959 1.60286 0.588172
internal_count=3121 943 2178 1930 824 599 569 300 225 222 1630 297 347 279 247 141 1333 248 82 166 107 59 106 273 198 190 114 76 205 273
is_linear=0
shrinkage=0.0015511


Tree=376
num_leaves=31
num_cat=0
split_feature=31 4 480 151 150 158 160 1348 14 11 3 1213 457 0 0 42 1374 15 13 0 48 0 1 133 376 376 4 2 3 43
split_gain=0.172017 0.171523 0.181914 0.179896 0.178343 0.20301 0.188979 0.155044 0.244578 0.199729 0.175157 0.215885 0.181329 0.176489 0.205065 0.211214 0.180678 0.27234 0.150843 0.148116 0.156192 0.190241 0.144302 0.143758 0.13622 0.170345 0.19131 0.173124 0.155728 0.150329
threshold=-1.0000000180025095e-35 0.27287000000000006 0.084710000000000021 -0.27559499999999998 -0.22665999999999997 0.094850000000000004 -0.091944999999999985 0.084620000000000015 0.076175000000000007 0.081790000000000015 -0.12018999999999998 -1.0000000180025095e-35 -0.0029299999999999994 -0.10607499999999999 -0.084269999999999984 0.088380000000000014 -0.094929999999999987 -0.11713499999999999 0.14871000000000004 -0.083914999999999976 0.084855000000000014 -0.077809999999999976 1.0000000180025095e-35 -0.030254999999999994 0.11430500000000002 0.091135000000000008 -0.49405499999999997 0.10803500000000001 0.10542000000000001 -0.074359999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 -2 6 23 8 9 10 18 -12 -13 16 15 -15 -14 -18 -8 -16 21 -21 -19 -6 25 26 -23 28 29 -28
right_child=1 3 -4 -5 5 -7 7 -9 -10 -11 11 12 13 14 19 -17 17 22 -20 20 -22 24 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0036933679338950749 0.0028944615955836354 -0.0031029919985795461 -0.0036362294047347218 0.0012632645894591393 0.0010879554322453431 -0.0032405576819655563 0.0028039067654173915 0.0026978450606977688 -0.0034581060326839314 -0.0036506610125071376 -0.0036232709616435561 -0.0022542152667925277 -0.0013874843819811754 -0.0034758433084150623 0.0034471335747373001 0.00083432361512439433 -0.0013080306838502065 -0.00045747555668815493 -0.00022577224639011036 -0.0036237330617010623 0.0014043087038897132 -0.0036952173312273648 0.0025270803713935146 -0.0031832238403516427 -0.0037811982384897721 0.0038116223263368479 0.0014824665715564859 -0.0025798625923516361 0.003694763098920425 -0.0025767138307196385
leaf_weight=0.14914906266494554 0.21928828343515938 0.13451175007503469 0.22114017625426718 1.4380846607382416 0.13157639838755131 0.31653199494030637 0.5014397065970061 0.2425604038289747 0.29482789229950856 0.20106329134432588 0.23330904220346571 0.46157383512763317 0.38717467547394369 0.49036568694281735 0.15586220906697601 0.21239762184268329 0.40586547763086867 0.25398018502163977 0.37398924474837258 0.25554481451399125 0.58998892198724195 0.18648933724034034 1.2529313627746885 0.46840277744194736 0.12855014298111189 0.14437495172023762 0.33897126259398247 0.21107239645789377 0.21742386929690838 0.18320975707325082
leaf_count=86 14 15 218 299 39 188 35 45 60 81 398 147 15 289 14 66 47 25 29 243 102 36 85 235 4 3 65 84 11 143
internal_value=0 -0.000211058 -0.000401721 0.000889798 -0.000320978 -0.000402593 -0.000294662 -0.000143024 -0.000235142 -0.000102903 -7.73198e-07 -0.00021721 -8.19657e-05 0.000103224 -0.000456967 -0.00217317 0.000861751 0.00131703 0.00150961 4.31747e-05 -0.000192037 -0.000757482 0.00202405 -0.00224655 -0.000238043 0.000117367 -0.000351657 0.000304232 0.00112731 5.82833e-05
internal_weight=0 10.6525 9.07991 1.5726 8.85877 8.63948 8.32295 7.72297 7.48041 7.18558 6.98451 6.10909 5.87578 5.4142 3.11425 0.702763 2.29995 1.91278 0.875429 2.41149 2.25563 1.66564 1.50691 0.599979 1.41009 1.28154 1.13717 0.950677 0.739605 0.522181
internal_count=3121 3035 2721 314 2503 2489 2301 2027 1982 1922 1841 1777 1379 1232 1060 355 172 157 64 705 691 589 110 274 346 342 339 303 219 208
is_linear=0
shrinkage=0.00361046


Tree=377
num_leaves=31
num_cat=0
split_feature=15 123 2 2 1456 130 155 10 1456 1365 375 1 42 3 15 13 13 38 1 159 52 2 4 3 51 15 13 147 48 0
split_gain=0.165435 0.159797 0.212357 0.212146 0.206296 0.183583 0.176178 0.151015 0.184768 0.151429 0.150218 0.156612 0.17587 0.195439 0.180295 0.161128 0.142577 0.146572 0.172952 0.172677 0.168624 0.182088 0.253625 0.178538 0.211391 0.162464 0.16252 0.138978 0.118889 0.123625
threshold=-0.49307999999999996 1.0000000180025095e-35 0.094835000000000017 -1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.088610000000000008 0.083760000000000015 -1.0000000180025095e-35 1.0000000180025095e-35 0.087005000000000013 0.13146500000000003 0.091735000000000025 -0.15447499999999995 0.19724500000000003 0.41383500000000001 0.25761500000000009 0.12566000000000002 0.11323000000000001 0.091530000000000014 0.11434500000000002 0.089775000000000008 -0.083854999999999985 -0.078934999999999991 0.084305000000000019 0.095575000000000007 -0.091904999999999987 0.090115000000000015 0.095425000000000024 -0.13027499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 6 7 8 -2 10 11 12 13 -10 15 27 17 18 19 20 21 22 -15 -24 -25 26 -23 -14 29 -28
right_child=1 2 -4 -5 -6 -7 -8 -9 9 -11 -12 -13 14 16 -16 -17 -18 -19 -20 -21 -22 25 23 24 -26 -27 28 -29 -30 -31
leaf_value=0.0033631941406214649 -0.0026908063406455617 0.0033456408495327597 0.0021356601923519405 -0.0025507409773686744 -0.0033556286635285314 -0.0029124552127240775 -0.0033703130351576951 0.0033899708929453019 0.002120504438565905 -0.0026912033446097956 -0.0033970643729392559 0.0015283825302028113 -0.0027538405214686703 0.0018411885858869519 0.0024443339681336296 0.0035424405142644535 -0.0034187658542008731 -0.0035287800519554218 0.0020998320462593031 -0.0021379799139466817 -0.0022862059723411225 0.0026742979281424149 -0.0028443755083200806 0.00065085667568786124 -0.0033967397083714624 -0.0013325456890558595 0.00057094311936526168 0.0033640994412640012 0.0019786032742851586 -0.0024178050922778463
leaf_weight=0.14806133310776282 0.3064026541032846 0.091355767945060506 0.68502528668614104 0.26518644965835736 0.24438301613554436 0.27888078909018155 0.18640817975392643 0.13657279743347395 0.50911132770124101 0.23464820714434598 0.13986859354190517 0.76153069842257526 0.70338678429106938 0.39015508125884668 0.11701201368123293 0.054631207138299942 0.13575164435314935 0.12478831131011237 0.45328599325148378 0.406249822655809 0.29735564549628168 0.63080986945715345 0.47921079598017247 0.62699302875264473 0.18639729633287061 0.3076463401375803 0.70387456286698624 0.043929657898843288 0.47571482400235254 0.19731494036386654
leaf_count=85 248 68 140 28 269 377 160 22 68 46 15 108 382 136 6 1 28 4 59 72 99 42 372 68 21 31 52 6 32 76
internal_value=0 -0.000189736 0.00104861 -0.00103993 -0.000330974 -0.000247808 -0.000161489 -9.04724e-05 -0.000147838 -5.01931e-05 2.98207e-05 9.28456e-05 -6.68952e-05 0.000143786 -0.00142518 -0.00198979 -4.2044e-05 4.47767e-05 0.000131282 -5.85024e-05 0.000138167 0.000318477 -0.00051687 -0.00122862 -0.000276694 0.00092559 0.00127161 -0.00239421 0.000628986 -8.34416e-05
internal_weight=0 10.1739 1.04157 0.356542 9.13231 8.88793 8.60905 8.42264 8.28607 7.97967 7.74502 7.60515 6.84362 5.92466 0.91896 0.801948 5.41555 5.2798 5.15501 4.70172 4.29547 3.99812 1.68276 1.2926 0.81339 2.31536 2.00771 0.747316 1.3769 0.90119
internal_count=3121 3036 236 96 2800 2531 2154 1994 1972 1724 1678 1663 1555 1160 395 389 1092 1064 1060 1001 929 830 597 461 89 233 202 388 160 128
is_linear=0
shrinkage=0.003337


Tree=378
num_leaves=31
num_cat=0
split_feature=156 15 474 51 1348 14 11 3 1213 133 123 1374 0 124 15 1374 49 16 15 0 13 42 15 151 4 52 42 43 47 12
split_gain=0.15353 0.16796 0.184373 0.222046 0.178106 0.231773 0.179714 0.169267 0.2088 0.168785 0.196378 0.170554 0.172094 0.17972 0.153228 0.178508 0.211517 0.147297 0.144395 0.143043 0.147688 0.137996 0.135284 0.134171 0.147632 0.124828 0.110934 0.107586 0.221416 0.155649
threshold=-1.0000000180025095e-35 -0.24436499999999997 -1.0000000180025095e-35 0.11144500000000002 0.090205000000000021 0.076175000000000007 0.087830000000000005 -0.12018999999999998 -1.0000000180025095e-35 -0.25159999999999993 1.0000000180025095e-35 0.093235000000000012 -0.10096999999999999 0.14970500000000003 -0.11713499999999999 -0.094929999999999987 -0.24167999999999998 -0.29154999999999992 -1.0000000180025095e-35 -0.08824499999999999 -0.084034999999999985 -0.088934999999999986 -0.055554999999999993 -0.083274999999999988 -0.49405499999999997 -0.091869999999999993 0.10256000000000001 -0.074359999999999996 0.14029000000000003 0.10097500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 18 -9 -10 11 12 14 19 -11 -16 -17 22 -3 -14 23 -12 -18 -21 -25 -19 -23 29 -29 -22
right_child=1 4 3 -5 -6 -7 -8 8 9 10 21 -13 13 -15 15 16 17 25 -20 20 27 26 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0028676290138165985 -0.0030730743252685919 0.0024352182914335972 0.0024335013695261864 -0.0011238294085082372 0.002512264590771513 -0.0026959400240163761 -0.0024577304976960124 -0.0028679859049049882 -0.0029025890421779028 -0.0013201629889930432 -0.0013558905481168909 -0.0029070653893470632 -0.0027248857083550493 0.002606455412042762 -0.0011669564453953875 -0.0018712292972842435 -0.0024508170209069885 -0.00064742540949572355 0.00025964881939289145 -0.0029328088801765613 -0.001189074718195504 0.0024356267074189105 0.0010068788758460145 -0.0025223293908598074 0.0012128038276278035 0.0019584218750539231 -0.0008034316267761186 -0.0026163226681011529 0.0026887236341181053 0.0017344209144197317
leaf_weight=0.16259693493339078 0.077022456331178546 0.3584924848692026 0.58572913747047906 0.18974803009768948 0.19567039288813326 0.30408210455789308 0.26811394219112195 0.24019370302266274 0.17783677123952202 0.39728515848401036 0.13081271189730614 0.19198149278236076 0.29316529519564438 0.1293877342250197 0.39416282717138607 0.19827455538325089 0.15021074555988889 0.17003206236404445 0.81721582978206686 0.091615776938851923 0.59346166468457884 0.50348096691595845 0.24024307090439911 0.099348358809947968 0.66486520171747177 1.2840779841062526 0.10424702218733728 0.57711251829462495 0.072311841533519328 0.19850095212314045
leaf_count=163 3 52 224 18 37 92 71 461 144 54 15 32 254 5 16 12 16 20 83 76 320 127 37 6 134 97 11 481 3 57
internal_value=0 -6.73243e-05 0.0011442 0.00156307 -0.000184078 -0.000245068 -0.000155777 -7.93762e-05 -0.000250112 -0.000155732 -8.04006e-05 -0.000258706 -0.000167162 -0.00068072 0.000325645 0.000593948 0.000933712 0.00123522 0.000923015 -0.000844912 -0.000604994 0.00130686 -0.000323325 0.000335429 0.000727234 0.00165371 0.00188001 -0.00116337 -0.00202562 -0.000456317
internal_weight=0 9.69868 0.8525 0.775477 8.84618 8.65051 8.34643 8.07832 6.90261 6.66241 6.48458 5.74604 5.55406 2.71977 2.83429 2.437 2.04284 1.84456 1.17571 2.59038 2.29722 0.738541 0.390454 0.855829 0.764214 1.45411 0.607728 1.44139 0.649424 0.791963
internal_count=3121 2958 245 242 2713 2676 2584 2513 2378 1917 1773 1620 1588 1336 252 198 182 170 135 1331 1077 153 53 216 140 117 138 861 484 377
is_linear=0
shrinkage=0.00285795


Tree=379
num_leaves=31
num_cat=0
split_feature=2 14 376 375 42 1456 43 15 1374 147 48 11 160 130 401 156 38 3 133 43 484 52 43 12 42 3 1 150 403 15
split_gain=0.146849 0.146549 0.171587 0.195819 0.181179 0.177942 0.157302 0.153123 0.147495 0.164368 0.223172 0.163371 0.171302 0.134941 0.135029 0.141188 0.151902 0.201893 0.205408 0.149889 0.173415 0.167978 0.165057 0.150555 0.147362 0.143398 0.126198 0.115787 0.114137 0.102928
threshold=0.17025000000000004 0.076175000000000007 0.048375000000000008 0.091445000000000012 -0.088934999999999986 1.0000000180025095e-35 0.39192500000000002 -0.24436499999999997 0.093235000000000012 1.0000000180025095e-35 -0.098424999999999985 0.087830000000000005 -0.090969999999999981 1.0000000180025095e-35 0.10076500000000001 0.091255000000000017 1.0000000180025095e-35 0.14121000000000003 0.093615000000000018 -0.074359999999999996 -1.0000000180025095e-35 -0.088204999999999992 -0.0037449999999999996 0.11650500000000001 -0.094469999999999985 0.11924500000000002 0.111945 -0.22665999999999997 0.08332500000000001 -0.095869999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 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 26 9 11 -11 12 27 14 15 16 17 18 19 20 -14 -21 -23 -22 -20 29 -1 -9 -29 -24
right_child=-2 -3 3 -5 -6 -7 -8 8 -10 10 -12 -13 13 -15 -16 -17 -18 -19 24 21 23 22 25 -25 -26 -27 -28 28 -30 -31
leaf_value=-4.8605135550197971e-05 0.0026389630493248413 -0.0022844992787640775 -0.00081595055759270971 -0.0029092189005029967 0.0031712544509401265 -0.0032000516530878249 -0.0031369131930983566 0.0033127133497306014 -0.0030829450874350068 -0.0016824293957240955 0.002801582380917815 -0.0032442595228613686 -0.0032021397461433764 -0.0031901159067168616 -0.0031255848173440963 -0.0022213211977667306 -0.0024887114482008386 0.0021355750980983153 0.0022337902849474019 -0.0020173163883750751 0.0016642346177752302 -0.002754008765473459 -0.0005367397510810661 -0.0020277875894806809 -0.0031334206581602763 -0.0020081320878230337 0.0027564646114088915 -0.0032183051241520128 0.0014449675814169291 0.0011804751155229719
leaf_weight=0.3168619605712556 0.19155814553960304 0.32304116863815657 0.15769536874722689 0.091143854311667383 0.43229833827354092 0.19936239400704003 0.17540217125497282 0.037304569035768509 0.17815255688037712 0.15757984999800101 0.39369156188331533 0.1845486262027406 0.090067377197556087 0.13604687519546121 0.13517199863417761 0.25447042072482862 0.20380467944778491 0.5506029346724971 0.062711582504562102 0.4184160125369053 1.3229457391862487 0.17854654631082345 0.48004683171165785 0.12233858834952105 0.29985836688138068 0.21709456387907256 0.33403511469077785 0.36430429010942678 0.062317578529473394 1.3466066977271256
leaf_count=31 70 98 14 7 135 263 106 1 33 29 103 65 96 269 113 114 20 56 12 79 245 202 42 5 263 11 131 276 13 219
internal_value=0 -0.000177732 -0.000101292 0.00143451 0.00210554 -0.000228519 -0.000154679 -8.80224e-05 -0.000221786 -0.00014916 0.00151984 -0.000291427 -0.00020469 -5.62289e-05 1.87983e-05 9.54151e-05 0.000206795 0.00031474 9.38463e-05 0.000293442 0.00108458 -0.000166537 0.00018193 0.00135172 -0.00220509 0.00043842 0.00139093 -0.00206674 -0.00253713 0.000729189
internal_weight=0 9.22647 8.90343 0.681138 0.589994 8.22229 8.02293 7.84753 7.19663 7.01848 0.551271 6.4672 6.28266 5.81873 5.68268 5.54751 5.29304 5.08924 4.53863 4.17606 1.53535 2.64071 2.22229 1.44528 0.36257 2.04375 0.650897 0.463926 0.426622 1.82665
internal_count=3121 3051 2953 156 149 2797 2534 2428 2266 2233 132 2101 2036 1746 1477 1364 1250 1230 1174 899 346 553 474 250 275 272 162 290 289 261
is_linear=0
shrinkage=0.00318414


Tree=380
num_leaves=31
num_cat=0
split_feature=1 484 42 42 0 52 151 13 52 2 43 0 48 2 51 148 51 1 474 376 0 160 3 0 1 128 0 12 4 124
split_gain=0.588559 0.374986 0.340584 0.350166 0.411236 0.335534 0.334635 0.355434 0.29317 0.46103 0.403449 0.284217 0.294294 0.471921 0.362146 0.352603 0.338362 0.300842 0.281338 0.306101 0.280149 0.265466 0.272445 0.214642 0.21139 0.228771 0.20247 0.230395 0.202449 0.200261
threshold=0.104035 -0.0068949999999999992 -1.0000000180025095e-35 0.091735000000000025 0.18019500000000002 -0.15275999999999998 -0.081674999999999984 0.41383500000000001 0.10160000000000001 0.088850000000000012 -0.078844999999999985 -1.0000000180025095e-35 0.12879500000000002 1.0000000180025095e-35 0.12808000000000003 -0.079549999999999996 0.13705500000000001 0.13075500000000004 0.085860000000000006 0.091135000000000008 -0.053834999999999994 0.083670000000000008 0.086245000000000016 -0.10324499999999999 0.090405000000000013 0.086950000000000013 -0.084269999999999984 0.081420000000000006 -0.077679999999999985 -0.088544999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 18 4 5 -4 -5 -8 9 21 -10 12 13 17 -14 -15 29 23 19 24 -19 22 26 -2 -3 -26 27 -7 -28 -17
right_child=11 2 3 6 -6 8 7 -9 10 -11 -12 -13 14 15 -16 16 -18 20 -20 -21 -22 -23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=-0.0016417163919587735 2.2663607005637899e-05 -0.0018570771151624128 -0.0015424509432883462 0.0011724957567035552 0.0019736041246313845 -2.4264853727510991e-05 -0.0018461842770873093 0.0020907799806662718 0.00053566580317340458 0.00066987745330545463 -0.0019441782145306449 0.0015375063822570653 -0.0016598933142111135 -0.0013667229694022259 0.00035545073524586863 -0.00067594792340735024 -0.001243851686260242 0.0018731448165401662 0.0014347705143550507 0.0012584145441226218 -0.00032312736422427567 -0.0016488285829696181 0.0014152697496153657 -0.0014271810830226001 0.0011309194762484998 -0.0019027074719368999 0.00095942877914355514 -0.0017981518291047703 -0.0011224787270362707 0.001352387037700213
leaf_weight=0.78481923387153329 0.65122267405968171 1.2230522953323077 0.5215789987705638 0.19749571749707673 0.36100454744882871 0.49955614062491649 0.93930713957524836 0.089117772877216339 0.39234339349786751 3.1713213013717905 0.57288505311589677 0.6026785692665716 0.62002181680873014 0.23525529541075263 0.64645668445155025 0.1855539402458829 0.21489319833926845 0.36413704644655809 0.15250988403568033 0.15893374476581801 0.4751372969476505 0.48838020587572817 0.3482987347524612 0.81732100126100715 0.1995344148017465 0.15818510588724166 0.54158687000744976 0.5417006422940176 0.23893001454416785 2.5087054177420209
leaf_count=427 20 637 133 25 14 26 374 1 77 156 109 135 28 12 37 11 10 32 24 6 19 50 14 117 16 47 47 202 45 270
internal_value=0 -0.000384338 -0.00029293 -0.000138663 1.06363e-05 -8.62177e-05 -0.00107368 -0.00150503 2.55616e-05 0.000184796 -0.000936178 0.000298109 0.000186933 0.000376972 -0.000631188 0.000851827 0.00103124 -0.000270019 -0.00101881 -0.0012339 0.000629772 -0.000393868 -0.000111436 -0.00078425 -0.00148448 -0.000210563 -0.000403322 -0.000947107 0.00032212 0.0012127
internal_weight=0 11.5805 10.7957 8.90351 7.67759 7.31658 1.22592 1.02842 6.795 5.82977 0.965228 7.32138 6.7187 5.45223 1.26648 3.14441 2.90915 2.30782 1.89222 1.73971 0.839274 2.65845 2.17007 1.46854 1.58077 0.35772 1.82177 1.04126 0.780517 2.69426
internal_count=3121 2430 2003 1273 873 859 400 375 726 540 186 691 556 491 65 303 291 188 730 706 51 384 334 137 700 63 320 228 92 281
is_linear=0
shrinkage=0.001884


Tree=381
num_leaves=31
num_cat=0
split_feature=1 150 484 42 3 39 42 0 1374 52 43 2 484 148 52 42 52 0 13 151 3 4 16 150 48 4 15 47 14 474
split_gain=0.745811 0.494051 0.457893 0.38678 0.369974 0.460816 0.363139 0.418074 0.376853 0.407073 0.427461 0.414954 0.322264 0.371339 0.304017 0.295376 0.29318 0.300798 0.287142 0.296012 0.277912 0.335005 0.397249 0.275493 0.272767 0.326714 0.299334 0.277048 0.251961 0.24685
threshold=0.094385000000000011 0.080470000000000014 -0.0068949999999999992 -1.0000000180025095e-35 0.31299000000000005 0.085220000000000004 0.091735000000000025 0.18019500000000002 -0.094929999999999987 0.10160000000000001 -0.20207499999999998 0.088850000000000012 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.43320999999999993 -1.0000000180025095e-35 -0.12005499999999998 -1.0000000180025095e-35 0.41383500000000001 -0.08236499999999998 0.086245000000000016 -0.077679999999999985 -0.088394999999999987 0.15024000000000001 0.11951500000000001 -0.029144999999999997 0.050935000000000008 0.093140000000000014 -0.10708499999999999 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=2 4 -1 29 5 12 7 8 -5 11 -11 20 -2 -14 -15 -7 17 -13 19 -8 21 22 -10 -3 25 26 -16 28 -27 -4
right_child=1 23 3 6 -6 15 18 -9 9 10 -12 16 13 14 24 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.0013734610894436728 -0.0012174269923518975 0.0008783299511044869 -0.00095977453155661713 -0.0014345322563702166 0.0010101354600533059 -0.00026773706288788635 0.00063242927095994112 0.0014219580920593875 -0.0013913573635209368 0.0014505240590217859 -0.0013236259375636642 -0.0013740607377192532 -0.0012526271882781854 -0.0013620386729855211 0.0005285766248077188 0.0011135172355761223 0.00058338971840052366 0.00090513510055685847 0.0014955901348290611 -0.0013856579856795859 0.00058005612113722299 -0.0009553011036401353 0.00059301695023217 -0.00031476489472757185 -0.00070656363144710663 -9.8981364202306002e-06 -0.0013912106827428535 -0.00013036763825074234 0.0010038892490179185 0.00098338756354059728
leaf_weight=0.74363678597728622 0.57033933262573544 2.0919989192625512 1.7687623340752896 0.37641393498051634 0.60024379915557791 0.42778536851983517 0.1572039866587146 0.33860743418335904 0.24700041970936581 0.11853595823049545 0.71574383630650107 0.3034297387348488 0.50701760523952533 0.29839971894398321 0.23318582354113404 0.84016194549621992 2.721345717960503 0.16294900351204011 0.086196973919868358 0.86689306530752208 0.53304402658250172 1.3004546205047589 0.73232434230157895 0.42659615213051427 0.74244535155594338 0.66962854820303697 0.41041447926545516 1.2997600751696152 1.3613598726224143 0.12838232703506935
leaf_count=397 81 217 671 38 83 17 15 10 71 2 169 59 22 106 10 141 110 6 1 324 21 193 70 10 28 30 64 56 78 21
internal_value=0 0.000153914 -0.000347218 -0.000274931 -1.13401e-05 -9.46408e-05 -0.000153711 -4.74553e-05 -0.000116452 -4.38618e-05 -0.00092947 7.92677e-05 -0.000249092 -0.000149081 -3.75167e-05 0.000647504 0.000413513 -0.000577728 -0.000876238 -0.00107587 -0.000299527 -0.000505185 9.25279e-05 0.000676245 4.62769e-05 0.000186914 -0.000695644 0.000357451 0.000669638 -0.000828278
internal_weight=0 10.4793 11.3009 10.5573 7.96074 7.3605 8.66014 7.54985 7.21124 6.83483 0.83428 6.00055 6.09255 5.52221 5.01519 1.26795 3.18772 0.466379 1.11029 1.0241 2.81282 2.27978 0.979325 2.5186 4.71679 3.97435 0.6436 3.33075 2.03099 1.89714
internal_count=3121 943 2178 1781 716 633 1089 749 739 701 171 530 475 394 372 158 175 65 340 339 355 334 141 227 266 238 74 164 108 692
is_linear=0
shrinkage=0.0013531


Tree=382
num_leaves=31
num_cat=0
split_feature=1 0 52 47 4 3 160 50 15 4 52 52 447 4 52 15 452 0 128 48 45 3 13 4 4 1 16 15 40 51
split_gain=1.15218 0.635906 0.610868 0.657219 0.560251 0.535368 0.511596 0.523896 0.542868 0.515601 0.419654 0.562198 0.521476 0.390608 0.38554 0.475145 0.382731 0.389154 0.306388 0.327661 0.296396 0.282732 0.28021 0.400109 0.591763 0.332564 0.312898 0.298825 0.266982 0.233081
threshold=0.094385000000000011 0.062580000000000011 -0.24456499999999998 0.096300000000000011 -0.49405499999999997 0.16158000000000003 -0.51146999999999987 0.11610000000000001 0.24356000000000003 -0.17966999999999997 -0.10925999999999998 -0.080979999999999983 0.084700000000000011 -0.16363499999999997 -0.088204999999999992 -1.0000000180025095e-35 0.085195000000000007 -0.23091999999999999 0.086435000000000012 0.12879500000000002 0.08572500000000001 -0.10519499999999998 -0.095304999999999987 -0.083854999999999985 -0.084369999999999987 0.08844500000000001 -0.51370499999999997 0.091475000000000015 -0.081239999999999993 -0.076794999999999988
decision_type=2 2 2 2 2 2 2 2 2 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 6 -3 21 -4 8 9 -8 -1 14 13 -13 15 -12 17 -15 19 20 29 -5 25 24 27 26 -19 -24 -25 -11
right_child=2 4 3 5 -6 -7 7 -9 -10 18 11 12 -14 16 -16 -17 -18 22 -20 -21 -22 -23 23 28 -26 -27 -28 -29 -30 -31
leaf_value=-0.0010840080626038225 -0.00054190040821908007 -0.00050786122928591542 -0.0011934981700362367 0.00036283143984961787 0.00057542779764000634 0.00088499227007456582 -0.00064553433744989226 -0.00071211661846830136 -0.0010927083832904547 0.00022689660598481211 -0.0011846051378590968 0.00027954309419561999 0.0010711117835817199 0.00021993923724621085 0.00074361317517703679 0.00028524896324911826 0.0011628093783822276 0.00035799069013580623 -0.00041863705250897462 -8.7161536596203941e-05 -0.00045267491743865729 -0.00055656874964910832 -0.001161174318420272 0.00061596690634768117 0.0010504064719342372 0.00076270487023676016 -0.00099539956841298433 0.00077269597943783542 -0.0011405130034499451 0.00097980334237494004
leaf_weight=1.2737362734624174 1.5408160683000449 1.0234516817145052 0.25297270785085757 0.54695603670552451 1.660060402820817 0.52132429368793953 0.40624962048604896 0.46507939242292184 0.25705436058342446 0.61782324069645156 0.46392492554150533 0.64495404635090103 0.26305982237681735 0.56329518812708279 0.85341036214958688 0.7854378542979249 0.14996115071699012 0.31542603042908002 0.31287414918187995 0.5623362325131892 0.22696676803752769 2.3465966396033764 0.63112948572961614 0.1184569578617779 0.31071340851485441 0.29374727443791915 0.80394391831941714 0.12734383088536561 3.6767360073281621 4.643847187166104
leaf_count=327 152 34 17 18 51 25 26 42 9 37 56 32 15 21 47 34 3 17 24 15 9 125 258 6 22 11 101 10 1133 444
internal_value=0 -0.00034155 0.000137791 0.000231632 0.000162277 -0.000189237 0.000417194 0.000471579 0.00054992 0.000612289 -0.00046146 -0.000382176 -0.000523048 -0.000577969 0.000146989 -0.000260551 -0.000657081 -0.000696976 0.000692584 0.000750042 0.000835817 -0.000382778 -0.000779253 -0.000910389 -0.000288142 -0.000327845 -0.000614029 -0.000836487 -0.00108569 0.000891397
internal_weight=0 13.9588 12.7009 11.1601 2.68351 3.41488 7.7452 7.49223 7.02715 6.7701 11.2753 10.0015 7.89877 7.63571 2.10277 1.24936 6.99075 6.84079 6.36385 6.05097 5.48864 2.89355 6.2775 4.86438 1.06919 1.41312 1.11937 0.758473 3.79519 5.26167
internal_count=3121 2178 943 791 85 168 623 606 564 555 2093 1766 1629 1614 137 90 1582 1579 529 505 490 143 1558 1429 290 129 118 268 1139 481
is_linear=0
shrinkage=0.00115159


Tree=383
num_leaves=31
num_cat=0
split_feature=1 484 52 1374 0 1446 1365 122 40 48 4 12 148 14 2 0 51 42 43 52 131 42 0 52 49 3 455 13 3 0
split_gain=0.168678 0.176227 0.163961 0.160578 0.172007 0.159507 0.166488 0.147929 0.198631 0.15159 0.167146 0.183243 0.142088 0.162922 0.224937 0.13323 0.15378 0.123211 0.169011 0.168707 0.151794 0.121042 0.148497 0.166284 0.147763 0.216702 0.147202 0.136127 0.135753 0.112363
threshold=0.094385000000000011 -0.0068949999999999992 -0.43320999999999993 -0.094929999999999987 -0.23091999999999999 0.091555000000000011 0.088010000000000019 0.10544500000000001 -0.012109999999999998 0.12649500000000002 -0.17966999999999997 0.11650500000000001 -0.07990499999999999 -0.10708499999999999 0.090310000000000015 -0.15202999999999997 0.11144500000000002 -0.095859999999999987 -0.17390999999999998 0.11434500000000002 0.087705000000000019 0.091545000000000015 0.051010000000000007 -0.10925999999999998 -0.086009999999999989 0.084940000000000015 0.081825000000000009 -0.0090849999999999976 -0.15121499999999996 -0.019414999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -3 -5 6 7 8 -4 10 -10 12 -12 15 29 -14 -17 -6 -19 20 21 22 23 -20 -25 27 -23 -26 -29 -15
right_child=2 3 5 4 17 -7 -8 -9 9 -11 11 -13 13 14 -16 16 -18 18 19 -21 -22 26 -24 24 25 -27 -28 28 -30 -31
leaf_value=-0.0039094361680225244 -0.0038890259278265183 -0.0039966085043542914 0.0029072861693374241 0.0030879070274136846 -0.0034240869393745896 -0.0038083120219188759 -0.0036164988690220155 -0.0035752738928006653 -0.0034476465237555892 -0.0013034768559666999 -0.0023778172923806561 -0.0021381202634631075 -0.0031001228677521721 0.00031675495476736232 0.0033330399547219264 0.0036077844349012385 -0.0026999874262309681 0.0017328422441098264 -0.0039039540483086057 -0.0036545442947219023 -0.0038909426587722552 -0.0039445652888479427 0.0017288508566988545 -0.0025366125299522615 0.00033759381716721618 0.0026238542846105648 0.0027437658359767822 0.0023123470830394284 -0.0037725064530416373 0.0039737993593220687
leaf_weight=0.23752670377143648 0.13173712928255543 0.18766665396105953 0.61005525942891825 0.20930615597171698 0.20683883475430764 0.12580655681085762 0.13538304599933315 0.1157496899832039 0.12926202663220454 0.57603176916018117 0.14531950603122989 0.24720435735071067 0.18428792635677382 0.95781415843521356 1.0018461842846589 0.15502367774024817 0.092603783356025815 0.50605870367144268 0.18953403838531979 0.26144963229307894 0.17843318069208169 0.23718695813295188 0.60785167061840173 0.31370179625810357 0.82166645896359236 0.4581183521077038 0.062328284024260938 0.068662534933537245 0.27630411960126 0.14511332195251914
leaf_count=397 119 38 240 19 176 29 16 8 15 35 22 30 11 179 157 50 8 76 128 238 193 228 40 36 400 22 10 7 170 24
internal_value=0 -0.000656676 0.000371391 -0.00048817 -0.000338443 0.000492836 0.000613198 0.000744526 0.000862327 0.000519079 0.000862338 0.00105253 0.00134662 0.00155998 0.0020046 -0.000606721 0.0012489 -0.000509678 -0.000358267 -0.000662771 -0.000419383 -0.000215308 4.05911e-05 -0.000441654 -0.000103125 0.000366726 -0.00255274 -0.000519613 -0.00256137 0.000797916
internal_weight=0 4.82263 4.75324 4.58511 4.39744 4.6215 4.49569 4.36031 4.24456 3.63451 3.05847 2.92921 2.68201 2.53669 2.10477 0.431915 0.247627 4.18813 3.9813 3.47524 3.21379 3.03535 2.73584 2.12799 1.93845 1.62475 0.299515 1.16663 0.344967 1.10293
internal_count=3121 2178 943 1781 1743 824 795 779 771 531 496 481 451 429 360 69 58 1724 1548 1472 1234 1041 803 763 635 599 238 577 177 203
is_linear=0
shrinkage=0.00387293


Tree=384
num_leaves=31
num_cat=0
split_feature=1 484 52 1374 0 1446 147 133 12 40 151 16 3 3 47 15 52 43 4 51 0 3 4 52 13 1 15 133 133 11
split_gain=0.145312 0.161939 0.146682 0.146395 0.147915 0.141418 0.146978 0.14484 0.130136 0.243031 0.126921 0.115697 0.121468 0.125461 0.156387 0.20386 0.163256 0.15437 0.132086 0.115323 0.116966 0.146256 0.132605 0.201716 0.12795 0.114907 0.186021 0.174396 0.158451 0.099009
threshold=0.094385000000000011 -0.0068949999999999992 -0.43320999999999993 -0.094929999999999987 -0.23091999999999999 0.091555000000000011 -1.0000000180025095e-35 -0.40071499999999999 -0.042789999999999988 0.57330500000000006 -0.40381499999999992 -0.54165499999999989 0.16158000000000003 0.12178000000000001 0.096300000000000011 0.035560000000000008 0.13796000000000003 -0.073959999999999984 0.23246000000000003 -0.10748999999999999 -0.060129999999999996 0.084940000000000015 -0.49405499999999997 0.10347000000000002 -0.0034749999999999994 1.0000000180025095e-35 0.083935000000000023 0.083950000000000011 0.091935000000000003 0.080150000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -3 -5 6 -4 -8 9 -9 -10 -12 13 14 15 16 -13 -16 -17 -6 21 24 23 -22 25 26 -21 -28 -29 -26
right_child=2 3 5 4 19 -7 7 8 10 -11 11 12 -14 -15 17 18 -18 -19 -20 20 22 -23 -24 -25 29 -27 27 28 -30 -31
leaf_value=-0.0037169404804667703 -0.0036992616459599827 -0.0037918308327906372 -0.0035083553698790279 0.0028022210261074119 -0.0037076677682139534 -0.003596861698878258 -0.0034330794179827963 0.0030222774264395472 -0.0032846159446297254 -0.0038690965100588596 0.0037390856646217917 0.0027859815852185493 0.0027105943457802033 -0.0012938127194709256 0.00070122443139814536 -0.0030484882889413828 -0.0010769715149926489 -0.0026473217743605208 0.0012221157275575686 -0.0036996631643497467 -0.0037756569292176079 0.00080963137660689855 0.0011815965845595952 0.0010670804853386692 -0.0036306151495988145 0.0003979938210506897 -0.0036919250106852534 0.0033473441564147262 -0.0037045581432338321 0.00154252529623001
leaf_weight=0.21509797225735372 0.11924484692281101 0.17028587500681158 0.11787429428659368 0.19812415860360477 0.14318568927410513 0.11464823607821006 0.11398852316779073 0.61105477878299996 0.11729998362716321 0.07842582743614912 0.1536465375684205 0.90437058033421747 0.29568775396910485 0.58375219197478134 0.43788713566027582 0.19981616771838151 0.17780731740640476 0.32634988345671434 0.1937428917735815 0.34982338085683273 0.21732435218291346 0.54912851087283332 1.053856682017795 0.25261539025814272 0.41675209396635216 0.61097209980653133 0.11534619337908225 0.19515558573766612 0.05560708035773132 0.057139136450132355
leaf_count=397 119 38 7 19 135 29 23 284 18 3 39 133 75 29 31 76 25 43 9 373 26 31 112 16 313 272 299 18 115 14
internal_value=0 -0.000594869 0.000334217 -0.000441733 -0.00030639 0.000442878 0.000550295 0.00066437 0.00077885 0.00223841 0.000482027 0.000617016 0.000463239 0.000227906 0.000624476 0.00132524 0.00215128 -0.000728695 -0.000946138 -0.000459715 -0.000339659 -0.000855346 0.000455607 -0.00117245 -0.00136306 -0.000775988 -0.00177786 5.84628e-05 0.00178357 -0.00300687
internal_weight=0 4.60041 4.5456 4.38532 4.21503 4.42635 4.3117 4.19383 4.07984 0.689481 3.39036 3.27306 3.11941 2.82373 2.23997 1.47574 1.08218 0.764237 0.393559 4.01691 3.87372 2.34992 1.5238 0.46994 1.8008 1.3269 0.715932 0.366109 0.250763 0.473891
internal_count=3121 2178 943 1781 1743 824 795 788 765 287 478 460 421 346 317 243 158 74 85 1724 1589 1435 154 42 1404 1077 805 432 133 327
is_linear=0
shrinkage=0.00368539


Tree=385
num_leaves=31
num_cat=0
split_feature=1 12 15 0 12 3 13 14 3 43 150 38 0 474 376 42 16 151 15 2 16 3 1212 457 160 133 3 159 49 16
split_gain=0.912453 0.553075 0.491896 0.478071 0.437131 0.406023 0.405025 0.318341 0.311289 0.304402 0.294874 0.288149 0.275182 0.277061 0.3055 0.291061 0.274049 0.316361 0.310222 0.268803 0.279686 0.268067 0.266268 0.243458 0.326081 0.24418 0.256794 0.240489 0.251714 0.245418
threshold=0.10781 0.084100000000000022 0.084050000000000014 -0.019414999999999998 -0.064509999999999984 0.31299000000000005 -0.47860499999999995 -0.10708499999999999 -0.097604999999999983 -0.17390999999999998 0.095565000000000011 0.10657000000000001 -0.26609999999999995 0.084660000000000027 0.048375000000000008 -1.0000000180025095e-35 -0.072359999999999994 -1.0000000180025095e-35 -0.016799999999999995 0.086590000000000014 0.25792000000000009 0.11296500000000002 -0.50120999999999993 -0.0029299999999999994 -0.090969999999999981 0.085815000000000016 -0.082879999999999995 -0.50206999999999991 -0.49452999999999997 -0.51370499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 11 16 -3 -1 10 -10 19 -2 -9 14 15 -14 17 -6 21 -8 -21 -18 -11 -17 -25 26 -26 -24 -29 -30
right_child=3 6 -4 -5 5 -7 8 12 9 22 -12 -13 13 -15 -16 23 18 -19 -20 20 -22 -23 27 24 25 -27 -28 28 29 -31
leaf_value=-0.0013972971714608466 0.0012969244165094991 0.00039899375025250931 -0.001409006436508491 0.0012241569375777744 -0.00065489375779840761 0.0014062246231598043 -0.0011201636654660512 0.0014822713808133995 0.00027532631094579255 0.00052695468782915284 0.0012202782007208594 -0.00028707876362374683 -0.0011698043547412847 0.00083958190977384941 0.00068013498701838086 -0.0008580169861971313 -0.00028146912863591367 0.00050698922899520583 0.00031624704001495806 6.1053183120493432e-05 -0.0014109622503721752 -0.0013256104564120597 0.00072513738656408732 -0.001428784980162024 0.00087670572744300273 -0.00081815546208433313 3.3044077047430695e-05 0.00036151111346384998 8.3154938649493361e-05 -0.0014051278058110435
leaf_weight=0.29095282754860807 0.89847074489807688 0.7384384674951433 0.48996237089158956 0.89549647446256031 0.60203727683983776 0.3594467055518179 0.83057840005494732 0.26245321449823666 0.36812605441082258 0.19608696340583387 0.21742958633694787 0.29449947131797671 0.52712428133236233 0.73538787011057127 0.91388477652799327 0.67157496308209363 1.1309578221989793 1.8233380678575479 0.78189900075085539 1.5829355922178363 0.29588493483606715 0.81858803215436626 0.12907594826538282 0.27122671902179707 0.97545094660017628 0.44708344840910275 2.4391194520867456 0.18665890768170568 0.23050584760494608 2.9861682594637333
leaf_count=27 137 16 110 119 35 56 78 13 28 25 14 15 68 67 63 43 89 70 39 125 71 24 29 25 54 38 133 5 14 1491
internal_value=0 -0.000315566 -5.9729e-05 0.000270404 0.000143105 -2.1859e-05 -0.00058005 2.80162e-05 -0.000682986 -0.000930283 -0.000336849 0.000905894 8.52689e-05 3.2747e-05 -6.22558e-05 -0.000189509 -0.000121401 0.000218582 -0.000423287 -0.000461808 -0.000170766 -0.00071989 -0.00104932 -8.1955e-05 4.41516e-05 0.000147605 0.000274056 -0.00113682 -0.00120743 -0.00129848
internal_weight=0 15.7861 8.02422 7.60473 6.70924 5.51627 7.76189 7.53426 7.02345 4.09662 2.92683 1.19297 7.24331 6.98085 6.24546 5.33158 5.15682 2.42538 2.73144 2.7094 1.87882 1.94955 3.7285 4.80446 4.13288 3.86165 3.41457 3.53241 3.40333 3.21667
internal_count=3121 2537 641 584 465 313 1896 531 1880 1592 288 152 504 491 424 361 257 105 152 274 196 113 1564 293 250 225 187 1539 1510 1505
is_linear=0
shrinkage=0.00138972


Tree=386
num_leaves=31
num_cat=0
split_feature=12 43 3 42 1 42 483 52 43 474 4 41 158 52 0 1 43 52 52 4 49 4 402 448 2 150 42 43 49 3
split_gain=0.642297 0.497708 0.505462 0.409218 0.562776 0.438053 0.342022 0.32326 0.290718 0.288805 0.257804 0.278562 0.289533 0.282209 0.283108 0.510326 0.593747 0.366704 0.25603 0.249449 0.247461 0.246102 0.263902 0.243068 0.24285 0.224958 0.212743 0.384556 0.206952 0.273008
threshold=0.051320000000000005 -0.04890499999999999 0.20828500000000003 -1.0000000180025095e-35 0.12958500000000003 0.091735000000000025 1.0000000180025095e-35 -0.087284999999999988 -0.40263499999999991 0.084660000000000027 0.40473500000000007 0.078475000000000017 0.084765000000000021 -0.51296999999999993 -0.084269999999999984 0.083135000000000014 0.15359500000000004 0.10160000000000001 0.26521500000000003 -0.46376499999999993 -0.0060549999999999988 0.24564500000000003 -0.50169499999999989 -0.08020999999999999 0.10855000000000002 0.11117000000000002 0.086325000000000013 -0.090869999999999992 0.10595500000000001 0.11924500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 7 21 5 6 10 24 -1 25 11 12 13 -5 15 16 -15 26 19 -10 -7 22 -2 -21 -3 28 -16 -28 29 -9
right_child=3 2 -4 4 -6 20 -8 9 18 -11 -12 -13 -14 14 17 -17 -18 -19 -20 23 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00025791447155519115 0.00072983592447943058 -0.0018942487753728461 0.0011368853584651144 -0.0018585040676579539 0.0014186493284825347 8.0617435937406383e-06 -0.0018567861256913538 -0.0003648442952846539 -0.00097153535572154926 0.0012784221259151528 0.0015437779200749365 -0.0019202628825894235 -0.0018894839464063938 -0.0018784787720066197 0.0013841326947008432 0.00082518021558495734 0.0013662672787980153 -0.00062412411891694952 -0.0010345536268286592 -0.0006061292389795066 -0.0017245199072441855 0.00011197237714063359 -0.0018766348452226352 0.0017565477051258729 -0.00016602780677279258 0.00072419171602684242 0.0012415061691826996 -0.0018544342243624733 0.00044904399494274645 -0.0018773108051076321
leaf_weight=0.61752102174796197 0.14703481481410552 0.64439644606318303 1.0245426325709557 0.25377968064276402 0.60097481554839749 0.36797306349035341 0.39820103198871937 2.6306135874474448 0.14423169684596393 0.49262578133493651 0.31055503943935026 0.29647817416116584 0.28311444743303571 0.88595744138001264 1.2771518945810396 0.70108066929969926 0.24451523402240127 0.67231024167267595 0.16403679642826308 0.16239214595407303 1.1732238344848154 0.35085573594551522 1.2903545893204853 1.6646115464391178 0.4836500498931855 0.74308579426724453 0.34896086109802127 0.22374020764254954 0.80811199522577215 0.47943766321986903
leaf_count=32 21 83 125 116 51 30 187 166 13 33 23 31 90 299 52 54 8 72 10 5 479 25 683 232 23 38 7 72 44 17
internal_value=0 0.000188012 -6.36667e-05 -0.000474614 -0.000297182 -0.000435836 -0.000207103 -0.000259469 0.000856018 -6.38393e-05 -8.76142e-05 -0.000185287 -8.01094e-05 3.10703e-05 0.000141214 -0.000410395 -0.00117666 0.000541784 0.00117817 0.0013623 -0.00131085 -0.00127216 -0.00161001 0.00154654 -0.00115327 -0.000205697 0.000965522 3.19985e-05 -0.000382051 -0.000598002
internal_weight=0 10.0593 7.30646 9.82626 8.03802 7.43704 5.89584 6.28192 2.75279 5.15387 5.49764 5.18709 4.89061 4.6075 4.35372 1.83155 1.13047 2.52216 2.13527 1.97124 1.5412 1.78825 1.43739 1.827 1.12805 4.66125 1.84985 0.572701 3.91816 3.11005
internal_count=3121 821 529 2300 1571 1520 1011 404 292 298 824 801 770 680 564 361 307 203 260 250 509 729 704 237 106 265 131 79 227 183
is_linear=0
shrinkage=0.00184336


Tree=387
num_leaves=31
num_cat=0
split_feature=3 38 39 51 1456 151 1348 14 1456 1 49 133 52 47 376 0 52 15 1 4 2 160 403 15 0 4 9 0 452 4
split_gain=0.140077 0.187897 0.149513 0.158526 0.154562 0.142389 0.165495 0.176068 0.145967 0.137292 0.126606 0.14568 0.146769 0.146519 0.125088 0.129522 0.124464 0.136237 0.131755 0.223008 0.129969 0.175864 0.155319 0.140663 0.144731 0.155429 0.162245 0.130805 0.116191 0.111934
threshold=0.31299000000000005 0.13905500000000001 0.0046100000000000004 -0.40274499999999996 1.0000000180025095e-35 -0.40381499999999992 0.090205000000000021 0.076175000000000007 -1.0000000180025095e-35 0.11353000000000001 0.10595500000000001 -0.40071499999999999 -0.51296999999999993 0.13206500000000002 0.048375000000000008 -0.13027499999999997 0.11434500000000002 -0.036009999999999993 0.11230000000000001 0.09173000000000002 0.088850000000000012 0.083670000000000008 -1.0000000180025095e-35 -0.11713499999999999 -0.10836499999999999 -0.077679999999999985 -0.036024999999999995 -0.084269999999999984 0.085195000000000007 -0.14098499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 -1 7 8 28 14 11 -10 -13 16 15 -5 18 -18 20 -20 21 22 29 -24 -25 27 -27 -26 -7 -14
right_child=1 -3 3 9 -6 6 -8 -9 10 -11 -12 12 13 -15 -16 -17 17 -19 19 -21 -22 -23 23 24 25 26 -28 -29 -30 -31
leaf_value=-0.0032544575480601087 0.0032365988533021883 -0.003414784466912233 -0.0032851038625239569 0.0028701932251613432 -0.0032351935310235718 -0.00324220446378749 0.0030785605709571745 -0.0030879006472330499 -0.0032783503521645347 0.0026517148487440563 0.0014229246774997697 -0.0032330475179099889 0.0032719097902728003 -0.0032983834615209016 0.0017671985359342579 -0.0016821271082083753 1.3683914418334138e-06 -0.0032774841048474491 -0.0019804917255202099 0.0025624173928858159 0.00043082720913663081 -0.0031928855480179057 -0.0030354288397815015 0.0022578334143780088 -0.003236326111276131 0.0033619791206013416 -0.0026739543149688319 0.0018419366987888067 0.0033289693313724011 -0.0032409355457437335
leaf_weight=0.16410120994259969 0.24645905227225817 0.053638927638530731 0.090257942749303655 0.079796710866503306 0.18932751903776068 0.24478651974641064 0.15433363977354009 0.2262382140761473 0.15880934990127471 0.40944165916880593 0.51909376554249309 0.15612197897280466 0.030887734144923185 0.14200822392012913 0.352129357503145 0.34550759664853092 0.29333361287717707 0.23814427349134337 0.14481561724096526 0.49576802860246971 2.6054046984863817 0.25156203968799662 0.12651486511458654 0.35278627322986711 0.061579640700074378 0.054316751658916362 0.30872004006960563 0.36114265591459105 0.031501170247793198 0.24038300667598544
leaf_count=55 119 1 14 21 265 267 25 85 124 149 119 150 2 15 85 74 94 138 21 55 441 57 20 17 71 2 151 81 1 402
internal_value=0 0.00204774 -0.000189652 0.000829469 -0.000362004 -0.000288118 -0.000220494 -0.000292777 -0.000200023 0.00114237 -0.000103176 -0.000234718 -0.000152283 -6.80105e-05 0.00034746 -0.000828009 1.44172e-05 -0.00146782 0.000170912 0.00153541 -2.80448e-05 -0.000696735 -0.000288011 0.000186176 0.00054416 -0.000225236 -0.00177087 0.00110217 -0.00249299 -0.00249936
internal_weight=0 0.300098 8.82881 1.27713 7.55168 7.36235 7.19825 7.04392 6.81768 1.18688 6.54139 6.0223 5.86349 5.70737 0.777434 0.425304 5.56536 0.531478 5.03388 0.640584 4.3933 1.78789 1.53633 1.26506 1.13855 0.785759 0.363037 0.422722 0.276288 0.271271
internal_count=3121 120 3001 343 2658 2393 2338 2313 2228 329 1960 1841 1717 1567 180 95 1552 232 1320 76 1244 803 746 342 322 305 153 152 268 404
is_linear=0
shrinkage=0.00322057


Tree=388
num_leaves=31
num_cat=0
split_feature=1456 1213 475 1425 15 50 480 1374 158 403 133 52 1366 14 1374 15 1 42 0 48 130 49 457 3 151 133 52 151 132 3
split_gain=0.128865 0.133277 0.171041 0.133214 0.152309 0.146098 0.13172 0.135066 0.131081 0.127995 0.133617 0.147911 0.144707 0.131626 0.143151 0.148821 0.164852 0.18144 0.150916 0.144475 0.137235 0.134208 0.129263 0.142393 0.128101 0.140336 0.1054 0.102614 0.10162 0.0974721
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.086004999999999984 1.0000000180025095e-35 -0.24436499999999997 0.11843500000000001 0.084710000000000021 0.10637000000000001 0.094850000000000004 -0.083259999999999987 -0.25159999999999993 -0.43320999999999993 -1.0000000180025095e-35 0.083150000000000016 -0.094929999999999987 -0.18895499999999996 1.0000000180025095e-35 -0.088934999999999986 -0.13843999999999998 0.095425000000000024 -1.0000000180025095e-35 -0.24768999999999997 0.069910000000000014 0.16158000000000003 -0.082229999999999984 0.10622000000000002 0.13796000000000003 -0.033849999999999991 0.079970000000000013 -0.52915999999999996
decision_type=2 2 2 2 2 2 2 2 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 -2 4 5 26 7 8 9 -6 29 -12 -13 14 19 -16 17 -17 -19 -14 -20 -18 23 28 -22 -26 -3 -1 -23 -11
right_child=1 3 -4 -5 6 -7 -8 -9 -10 10 11 12 13 -15 15 16 21 18 20 -21 24 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0009593062718110763 0.0029792486756101875 0.0025969695420929207 -0.0027169188612770996 -0.003059312054611592 -0.001941846028140979 -0.0015564101277414726 -0.0029556622800653624 -0.0027393837694201268 -0.0023733570219772069 0.0030227830234220714 -0.0023451491093529685 -0.0019012191073465988 -0.0028643099553831868 -0.0017604806935218778 -0.0021404269413502382 -0.0029700737263777849 -0.0015277690002315266 -0.0030130630477410991 -0.0029715177782840903 0.00066437409835481964 -0.0020700326462359123 0.00055653434864157505 0.0025552717773711106 0.0029656552909023779 0.0013981594039955832 -0.0013229180157252082 -0.00097739643476299097 -0.0029583003000715285 0.0025981858615506908 -0.0029717325539349868
leaf_weight=0.077130579156801105 0.053977558389306068 0.47100350195250751 0.29035724051936895 0.11779434777417908 0.24500595431163485 0.11702771432464942 0.13091763829288527 0.15010501553479105 0.1834687211739946 0.027127193287014961 0.17810359798022357 0.23295151589263419 0.20597950305091028 0.22203728603199113 0.15764497463533 0.15631797741662001 0.15397612866945376 0.10877178199007165 0.089553078534663544 0.19505449110874906 0.12562943919328962 2.0792682686442312 0.5650446263316552 0.2846495421254075 1.2033225273990087 0.18941100247320708 0.083923664933536202 0.22950723991379973 0.2342071232269517 0.17142034415883056
leaf_count=28 4 216 457 75 319 14 197 25 84 1 163 48 42 32 25 78 11 10 45 8 64 310 112 66 204 20 14 260 44 145
internal_value=0 -3.36319e-05 -0.00182399 4.26683e-05 8.85612e-05 0.0014272 -3.48279e-05 1.85854e-05 7.76506e-05 0.000143534 0.000221177 0.000295031 0.000370827 0.00045947 0.000545212 0.000672189 0.000757619 6.06959e-05 0.000336671 -0.00114803 0.000563273 0.00115113 0.00128154 0.00100452 0.000771755 0.00102809 0.00205641 -0.00197288 0.000763223 -0.00215271
internal_weight=0 8.42405 0.344335 8.07972 7.96192 0.671955 7.28997 7.15905 7.00895 6.82548 6.58047 6.38192 6.20382 5.97087 5.74883 5.3478 5.19015 1.87301 1.71669 0.401034 1.60792 3.31715 3.16317 2.59812 1.51836 1.39273 0.554927 0.306638 2.31348 0.198548
internal_count=3121 2833 461 2372 2297 244 2053 1856 1831 1747 1428 1282 1119 1071 1039 989 964 421 343 50 333 543 532 420 288 224 230 288 354 146
is_linear=0
shrinkage=0.00293843


Tree=389
num_leaves=31
num_cat=0
split_feature=1 47 0 0 43 4 0 14 12 50 403 42 128 4 48 13 49 2 1 16 0 474 457 52 15 1 133 15 51 151
split_gain=1.00368 0.529851 0.477631 0.488699 0.555007 0.488179 0.484196 0.450671 0.430025 0.516605 0.423152 0.468377 0.372767 0.37934 0.428138 0.359096 0.352115 0.304705 0.275477 0.335458 0.416926 0.267294 0.265854 0.243018 0.236654 0.233566 0.504835 0.251099 0.232506 0.221245
threshold=0.10089500000000001 0.087885000000000019 0.062580000000000011 -0.10096999999999999 -0.084004999999999982 -0.49405499999999997 -0.084044999999999995 0.062655000000000016 -1.0000000180025095e-35 0.11610000000000001 -0.088999999999999982 -0.095859999999999987 0.086435000000000012 -0.036839999999999991 0.12879500000000002 -0.095304999999999987 0.082865000000000008 0.11704500000000001 0.10781 -0.061854999999999993 -0.18901999999999997 0.084660000000000027 -0.0029299999999999994 -0.034054999999999995 -0.055554999999999993 0.077565000000000009 0.091250000000000012 -0.095869999999999983 -0.076794999999999988 0.11265500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 7 6 -4 -5 16 29 12 -8 -12 13 17 28 23 21 -10 -3 20 -20 22 -1 -6 -21 26 -24 -27 -15 -2
right_child=1 18 5 4 15 -7 10 -9 9 -11 11 -13 -14 14 -16 -17 -18 -19 19 24 -22 -23 25 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.00075476306828119904 0.0011350814743848734 -0.00083804326614786971 -0.00049219737353077509 -0.0011253278575205725 -0.0011839705869083072 0.0005523539201818501 -0.0011450750361229251 -0.0011365186446514013 -0.00081680151502133431 -0.0011511809520840703 -0.0011360330502323715 0.00049471232063506452 -0.00084075649872362231 0.00010657697889124933 -0.00040172932127884541 -0.001036506142966617 -0.00089027806496421759 0.00058911739099029407 -0.00072889496001720397 -0.00097012714983139641 0.00060277107269531504 0.0009276672409481118 -0.0011511846022807058 0.00013396649658954838 5.3134096825981162e-06 -0.00017957277437096971 0.00070417979625379422 0.0006189667281871205 0.00092604312836499234 -0.00032759584899202872
leaf_weight=0.47356053953990418 1.1754670960362998 0.58174341940321062 0.86738971131853793 0.53800899657653678 0.23999054345767945 1.5818592690629873 0.31093242170754898 0.46736652526305977 0.47909655433613751 0.30735100433230389 0.25637683173408787 1.5768359348294303 0.30637441598810244 0.53511290205642614 0.45282656047493208 2.8542218849761456 0.47373099776450533 0.32323621585965157 0.37410351773723971 0.57138124958146397 1.3812242019921543 0.46486103627830733 0.44486416026484166 0.64865124691277687 0.68446431006304842 0.76242613000795345 0.31268055876716971 1.3954131531063458 2.2832334232516578 0.14550934149883676
leaf_count=33 223 31 39 207 17 55 78 81 82 24 72 140 11 14 12 1333 84 18 17 65 62 17 40 53 24 34 9 49 184 13
internal_value=0 0.000206793 -0.000265249 -0.000362976 -0.000564716 0.000182431 -0.00017622 -9.26498e-05 0.000410067 0.000251147 6.19299e-05 0.000266651 0.000349553 0.000439078 0.000608188 -0.000843115 2.00862e-05 -0.000250398 -0.000133129 3.05668e-06 0.00031896 0.000131993 2.28507e-05 -0.000221961 -0.00043849 0.000149162 -0.000385373 0.00033682 0.000770453 0.000973963
internal_weight=0 9.60112 13.6692 11.2199 6.42502 2.44925 2.68215 4.7949 6.00821 4.68723 2.14415 1.83321 4.37988 4.07351 3.27117 3.74286 4.32754 0.802333 3.59292 3.01117 1.75533 3.85381 3.38894 0.888642 1.25585 2.91538 0.757545 2.15784 2.81835 1.32098
internal_count=3121 780 2341 2247 1900 94 497 347 581 345 290 212 321 310 210 1403 266 100 199 168 79 182 165 70 89 132 49 83 198 236
is_linear=0
shrinkage=0.00111896


Tree=390
num_leaves=31
num_cat=0
split_feature=12 1 147 43 13 3 13 3 52 43 15 52 0 0 43 1348 52 457 160 14 41 15 1 133 2 1 2 48 124 1
split_gain=0.593474 0.421532 0.318183 0.297765 0.34272 0.302133 0.283273 0.373373 0.307883 0.302092 0.391888 0.310115 0.285143 0.340679 0.283181 0.276146 0.315134 0.241885 0.239077 0.221387 0.210075 0.298551 0.174522 0.265674 0.348723 0.378294 0.256431 0.471483 0.16389 0.260291
threshold=0.079890000000000017 0.13075500000000004 -1.0000000180025095e-35 -0.04890499999999999 0.40528500000000006 0.31299000000000005 -0.094514999999999988 -0.097604999999999983 0.11434500000000002 -0.078844999999999985 0.083935000000000023 0.084240000000000023 0.11070500000000001 1.0000000180025095e-35 -0.079109999999999986 0.084620000000000015 -0.087284999999999988 -0.067164999999999989 0.09389500000000002 -0.24494999999999997 0.078475000000000017 0.079055000000000014 0.14089500000000002 -0.080849999999999991 0.11215000000000001 0.10508500000000001 0.11585500000000001 0.12370000000000002 -0.087894999999999987 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 -1 4 28 15 8 12 -2 10 14 -12 13 20 -9 16 18 -18 -5 -7 21 -8 23 -19 25 -25 -26 -28 -4 -30
right_child=1 -3 3 5 -6 19 7 9 -10 -11 11 -13 -14 -15 -16 -17 17 22 -20 -21 -22 -23 -24 24 26 -27 27 -29 29 -31
leaf_value=-0.0016664573089749774 0.0001621205152931474 0.00089856769399735889 0.00017069472710611614 -0.0014606890641034288 -0.00041765899955803184 -0.00090166471936247144 0.00040520536316610023 -0.0015347612596233184 -0.0016447411492663596 -0.0016019375345263968 0.00095006429743642274 -0.0015985424348417144 -0.0016423632901179065 0.0012696317104708085 0.0014063399888156602 0.0012765015539309365 -0.0013726503746626347 -0.0013117060415646746 0.00055155602990997177 0.0016080984148756586 -0.0016654855797008244 -0.0011444896480769956 0.0011501463710477124 0.00017329957206524399 -0.001347454011002528 0.0016790454329524967 0.0011369181355905024 -0.0014335996114521834 0.00010349398202688904 0.0016167177401428358
leaf_weight=0.23017423285636951 2.1637146467983261 0.596638754592277 0.46963043336290922 0.67378906370140512 0.55497387598734338 0.1091917873127386 0.97171615099068798 0.85788179514929652 0.26865643815835927 1.4106877372832951 0.50732109596719965 0.1588806323998142 0.31337704160250712 0.41922894108574826 0.091843142057769001 0.37857894820626814 0.29651339165866275 0.34955097670899604 0.19233814330073074 0.48326320719206695 0.25480961037101213 0.46616734974668361 0.37597796926274885 2.333441488095565 0.57086656475439645 0.51639310875907529 0.43587855307850987 0.30902132869232446 0.38219608133658689 1.1695514572202226
leaf_count=7 170 55 42 88 30 14 94 479 44 1081 47 93 77 22 8 29 15 47 10 92 23 84 18 123 17 24 41 20 20 207
internal_value=0 -0.000391566 0.000183158 0.0002275 0.000690419 5.77239e-05 -0.000489197 -0.000690744 -3.74481e-05 -0.00106367 -0.000593759 0.000342254 -0.000225363 -1.51021e-05 -0.00125034 -4.24699e-05 -0.000124953 2.34544e-05 -0.00101384 0.00114554 -0.000333292 -9.72117e-05 0.00010809 2.13177e-05 0.000133177 0.000446142 -0.00054468 7.05402e-05 0.000994645 0.00124401
internal_weight=0 8.48092 9.83133 9.60116 2.57635 7.0248 7.88428 5.45191 2.43237 3.02661 1.61593 0.666202 2.4253 2.11192 0.949725 6.43235 6.05377 5.18764 0.866127 0.592455 1.69269 1.43788 4.89113 4.51515 4.1656 2.84983 1.31577 0.7449 2.02138 1.55175
internal_count=3121 2277 844 837 299 538 2222 2008 214 1708 627 140 300 223 487 432 403 305 98 106 201 178 290 272 225 147 78 61 269 227
is_linear=0
shrinkage=0.0015919


Tree=391
num_leaves=31
num_cat=0
split_feature=1 0 52 47 1 128 50 4 43 15 1 48 160 1 16 15 43 14 1374 2 403 3 2 3 151 2 4 45 457 48
split_gain=0.682198 0.491192 0.421011 0.44396 0.400467 0.390165 0.345155 0.341645 0.500136 0.327741 0.566348 0.466625 0.345035 0.303593 0.340415 0.29832 0.352813 0.294475 0.349307 0.503767 0.311487 0.293939 0.277655 0.412573 0.272509 0.270617 0.268344 0.234135 0.245825 0.206145
threshold=0.094385000000000011 -0.060129999999999996 -0.43320999999999993 0.096300000000000011 1.0000000180025095e-35 0.086435000000000012 0.11610000000000001 -0.49405499999999997 -0.52440999999999993 0.035560000000000008 0.11146500000000002 0.12879500000000002 -0.080409999999999995 0.12337000000000002 -0.061854999999999993 -0.10653 -0.010344999999999998 0.062655000000000016 -0.094929999999999987 0.073895000000000002 0.03138500000000001 0.11296500000000002 0.10731 -0.116045 0.15288500000000002 0.11474000000000002 0.40124500000000002 0.08572500000000001 0.51789000000000007 0.086260000000000017
decision_type=2 2 2 2 2 2 2 2 2 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 5 21 6 9 8 -3 11 -11 12 25 15 -15 16 -5 18 -6 20 26 24 -9 -24 -1 -4 -20 28 -14 -21
right_child=2 7 3 13 17 -7 -8 22 -10 10 -12 -13 27 14 -16 -17 -18 -19 19 29 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0012434565872306345 -0.0015117840693420744 0.00099063574165294144 -0.0002984427486580462 0.00083584443422360117 -0.0015966856354757749 -0.0010174978052838856 -0.00090636331803062374 0.00074239460933194423 -0.0012685635706709887 -0.0013138736742459543 0.00081265602538945717 -0.00067024159249545788 0.0013812842576260748 0.0012259999375278927 -0.00034333614986829488 -0.0015106396249114932 -0.000876826899401533 -0.0015260753025865942 -0.0015130596139065111 0.00085633771604313948 0.00039796789180072695 0.00025169669610202068 0.00078443633587115848 -0.0015370095388320733 0.00070619883673269897 0.0015349577632050699 0.001533750207142359 -0.00047548868238520068 -0.00045389101966604255 -0.00021594637447120579
leaf_weight=2.8414878864132342 0.32475282275117834 0.31235478585585952 0.72449637693352897 0.44783009472303092 0.32868711231276471 0.38726957188919175 0.35293584357714269 1.6736376017797758 0.76144747732905693 0.49284818675369002 0.6651507985079661 0.4422045787796377 2.9572994690970518 0.53277765319216996 0.75545804947614648 0.60429341008421067 0.69200437562540151 0.37551597674610082 0.74977519677486293 1.2902358460705725 0.38049048685934395 0.39201873401179899 0.3421514276415113 0.35013427358353466 0.17185091611463565 0.24302308476762846 0.071579012088477612 0.18193734646774817 0.17473760340362776 0.59085013950243581
leaf_count=1414 119 8 50 17 12 31 41 59 74 57 39 10 360 38 33 61 34 77 279 59 43 9 8 99 14 39 4 9 5 19
internal_value=0 -0.000375355 0.000171968 0.000228607 -0.000598829 0.000446781 0.000537736 9.19321e-05 -0.000611393 0.00062439 -9.2402e-05 0.000800109 0.000951971 -0.00024783 0.000305697 -0.000656673 -0.000203935 -0.000262425 -0.000123335 3.37466e-05 -0.000726589 -0.000972948 0.000411144 -0.000389671 -0.00113227 0.000162074 -0.00124754 0.00118258 0.0012789 0.000519533
internal_weight=0 10.6322 9.97902 9.65427 7.19249 6.6219 6.23463 3.43973 1.0738 5.8817 1.158 4.7237 4.28149 3.03236 1.28824 1.74413 1.13983 3.78713 3.41162 3.08293 1.20184 3.40536 2.36592 0.692286 3.01334 0.967519 0.821354 3.31397 3.13204 1.88109
internal_count=3121 2178 943 824 1930 641 610 248 82 569 96 473 463 183 71 112 51 493 416 404 326 1437 166 107 1428 89 283 374 365 78
is_linear=0
shrinkage=0.00150346


Tree=392
num_leaves=31
num_cat=0
split_feature=1 47 52 159 42 42 0 159 12 3 50 151 13 4 3 150 2 4 2 40 16 15 474 376 4 42 160 48 150 16
split_gain=0.787291 0.450162 0.468338 0.390453 0.435745 0.434109 0.482918 0.473551 0.360704 0.358747 0.357155 0.309287 0.317849 0.308883 0.375531 0.451443 0.380423 0.521728 0.313873 0.329983 0.310049 0.29828 0.295347 0.334901 0.257962 0.301913 0.266913 0.390902 0.248767 0.34143
threshold=0.10060500000000001 0.087885000000000019 -0.24456499999999998 -0.032739999999999991 -1.0000000180025095e-35 0.091735000000000025 0.18019500000000002 0.091530000000000014 -1.0000000180025095e-35 -0.10831999999999999 0.10965000000000001 -0.081674999999999984 0.41383500000000001 -0.49013999999999996 0.090900000000000009 0.088040000000000021 0.089885000000000007 -0.083854999999999985 0.092365000000000017 -0.081239999999999993 -0.08595499999999999 -1.0000000180025095e-35 0.086870000000000017 0.091135000000000008 -0.17966999999999997 -0.098769999999999983 -0.079279999999999975 0.12879500000000002 -1.0000000180025095e-35 -0.061854999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 21 -1 22 6 7 9 -4 -6 24 -7 -13 -11 15 16 17 -15 -18 -20 -16 -2 23 -5 -10 -26 -27 -28 -3 -30
right_child=1 28 8 4 5 11 -8 -9 10 13 -12 12 -14 14 20 -17 18 -19 19 -21 -22 -23 -24 -25 25 26 27 -29 29 -31
leaf_value=-0.0014022252896184932 0.00083488522982557605 -0.0012740167635810263 0.0013989797152328255 -0.0012228806206786658 0.00069294616290567121 0.00073666245715306119 0.0015603861724444964 -0.0012492397117999099 -0.0010289938627748435 -0.0015253862863520472 -0.0010940592976478125 -0.0014630592501124198 0.0016212894058564805 0.0011682101571714493 -0.00011426787273142551 -0.0014269072808456933 0.0012382653127214792 -0.00081410430187014049 0.0015193503191121927 -0.0012916715010592595 0.0010609000702641396 -0.0014321098251643041 0.0010621943132777274 0.0010294398814256205 -0.00064899794878266648 -3.4527795650028071e-05 0.0013202606612579125 -0.0001671042292079566 0.00038056982046776733 -0.00066197510868157815
leaf_weight=0.71500149636994947 0.18263088818639517 0.41547312284819815 1.0688153945957308 1.8051003050059073 1.3711982658132864 0.20463082031346846 0.40210202289745289 0.72049835312645871 0.21153921401128206 0.33625959639902703 0.31109300232492376 1.0352004931191903 0.078898437321185955 0.35158083992427758 1.0078927744179962 0.68332931044278655 0.66985365626169346 1.6997424528235707 0.13466018345206976 0.28675070812460035 0.96355738956481207 0.42072441749041889 0.15813744871411461 0.15749249281361688 0.34967865934595588 0.65866254817228886 1.9699158874573157 0.48271737340837706 1.6803371007554238 1.1686383060878138
leaf_count=334 6 20 234 689 75 22 13 121 9 31 27 348 1 26 25 104 41 382 7 64 26 75 21 5 10 45 165 15 82 98
internal_value=0 0.000234769 0.000487578 -0.000338649 -0.000275629 -0.00014565 -2.46611e-05 -0.000102147 0.00063488 7.97874e-06 0.000429869 -0.000937189 -0.00124463 -0.000145149 -6.50919e-05 -0.000335718 -9.84483e-05 -0.000474351 0.000608161 -0.000393421 0.000460102 -0.000745908 -0.000885224 -0.00104214 0.000558959 0.000656016 0.000802687 0.00102752 -0.000203233 -4.70779e-05
internal_weight=0 8.92023 5.65578 12.7819 12.0669 9.94616 8.62743 8.22532 5.05242 7.50483 3.98361 1.31873 1.1141 6.13363 5.79737 3.82592 3.14259 2.05132 1.09126 0.421411 1.97145 0.603355 2.12073 1.96259 3.67251 3.46097 3.1113 2.45263 3.26445 2.84898
internal_count=3121 786 586 2335 2001 1286 915 902 505 781 271 371 349 706 675 624 520 408 112 71 51 81 715 694 244 235 225 180 200 180
is_linear=0
shrinkage=0.00148128


Tree=393
num_leaves=31
num_cat=0
split_feature=1 47 4 48 128 50 51 0 160 1374 4 43 2 159 3 1 4 2 2 2 2 16 1374 457 474 12 132 160 43 16
split_gain=0.85114 0.474599 0.630849 0.462484 0.424709 0.416003 0.487168 0.396812 0.340682 0.38054 0.273477 0.372108 0.345327 0.393087 0.324939 0.251821 0.282083 0.230658 0.242877 0.217355 0.185726 0.17491 0.271759 0.364222 0.262898 0.238226 0.213077 0.182837 0.208796 0.160871
threshold=0.094385000000000011 0.087885000000000019 -0.04890499999999999 0.12879500000000002 0.086435000000000012 0.11843500000000001 -0.076794999999999988 -0.060129999999999996 -0.40698999999999991 0.093235000000000012 -0.49405499999999997 -0.52440999999999993 0.10731 0.089755000000000015 -0.116045 1.0000000180025095e-35 0.053925000000000008 0.11510000000000002 -1.0000000180025095e-35 0.14122000000000004 1.0000000180025095e-35 -0.087989999999999985 -0.094929999999999987 0.082380000000000009 0.084660000000000027 0.082480000000000012 0.12361500000000002 0.086870000000000017 -0.0037449999999999996 -0.51370499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 17 4 5 6 -4 15 -8 -10 11 -9 13 -12 -14 20 21 18 -2 -3 -1 22 -17 27 26 -26 -23 28 -24 -22
right_child=1 19 3 -5 -6 -7 8 10 9 -11 12 -13 14 -15 -16 16 -18 -19 -20 -21 29 24 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00091814436621008935 0.00073229697219555617 -0.00059905450942512308 -0.00032448579096080218 -0.00085021365295339583 -0.00094038796890636377 -0.00083346507639999335 -0.00098803905283032455 0.00041583228775870189 0.0011549890492516014 -0.0004682038060035445 0.00075445903611987149 -0.0011936715789486127 0.00028532395746594879 -0.00059214687198755919 -0.0013339191519168073 -0.0013618656525165658 0.00043463843703939848 0.00025125310637684359 -0.0012319354353938221 0.00041615744767236392 -0.00017231434395906811 -0.0012335611336706874 -0.0012990398831286046 0.0013437169591079454 0.00059390776850751074 -0.0012927490238920452 0.00047111730977329757 -0.001348514540525393 0.00033698182984929012 -0.0011241394766239681
leaf_weight=0.080054706893859406 0.11722768342588086 3.5781522669130941 0.65620770386885929 0.52392645739018906 0.3435974665917455 0.32890054513700295 0.1495570306433377 0.3159117940813303 2.5131283893133491 0.26298801926895965 1.0556722292676597 0.94521465024445228 0.33243884146213565 0.54015262913890172 0.52990908519132018 0.33916708454489697 0.40563636273145665 0.3144418851006775 0.90358390286564816 0.38502943969797332 0.31552476179785927 1.7921209416817876 0.1717861572979017 0.24275122908875346 0.31732221785932768 0.16911553841782734 0.12960701808333386 0.25495289452373981 0.5113357893424112 4.0454469711985448
leaf_count=2 21 205 37 14 18 22 12 8 392 16 38 74 8 21 99 8 26 25 155 26 19 283 37 8 19 43 8 14 47 1416
internal_value=0 -0.000154362 6.99767e-05 0.000287992 0.000428162 0.000548401 0.000675289 -0.000655882 0.000899532 0.00100122 -0.000304439 -0.000790491 -5.5078e-05 0.000298662 -0.000709694 -0.000804845 -0.000584673 -0.000710208 -0.00100637 -0.000500425 -0.0010197 -0.000689931 -0.000348926 -5.79805e-05 -0.000905168 -6.20096e-05 -0.00111859 -0.000420706 -7.44321e-05 -0.00105527
internal_weight=0 10.0767 6.11356 4.77831 4.25438 3.91078 3.58188 12.4941 2.92567 2.77612 3.7193 1.26113 2.45817 1.59582 0.862348 8.77482 4.3338 1.33525 1.02081 3.96318 4.44103 3.92816 1.51999 1.18083 2.40817 0.486438 1.92173 0.938075 0.683122 4.36097
internal_count=3121 943 712 511 497 479 457 2178 420 408 248 82 166 59 107 1930 493 201 176 231 1437 467 114 106 353 62 291 98 84 1435
is_linear=0
shrinkage=0.00128389


Tree=394
num_leaves=31
num_cat=0
split_feature=1 16 12 3 39 47 48 50 128 3 15 12 15 52 1 4 14 484 457 133 52 0 16 474 48 151 43 11 159 12
split_gain=0.832049 0.465338 0.442401 0.422542 0.405867 0.353397 0.402752 0.36403 0.382962 0.339102 0.326704 0.371716 0.341566 0.306391 0.29304 0.274657 0.272049 0.358355 0.419675 0.38582 0.33784 0.419253 0.560029 0.269681 0.301348 0.257089 0.231473 0.2299 0.268541 0.266648
threshold=0.099195000000000019 0.071345000000000006 0.084100000000000022 0.10732000000000001 0.16946000000000003 0.087885000000000019 0.12879500000000002 0.11843500000000001 0.086435000000000012 -0.097604999999999983 0.088345000000000021 0.088615000000000013 0.088495000000000018 0.19022000000000003 0.13707500000000003 -0.077834999999999988 0.062655000000000016 0.08660000000000001 -0.0029299999999999994 -0.0061299999999999992 0.077655000000000016 -0.10011499999999998 -0.27167499999999994 -0.14697499999999997 -0.089099999999999999 -1.0000000180025095e-35 -0.023869999999999995 0.081790000000000015 0.092630000000000018 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=2 5 13 9 25 6 7 8 23 27 -11 15 -13 16 26 -12 17 18 -1 -20 21 -21 -23 -2 -25 -3 -7 28 29 -4
right_child=1 4 3 -5 -6 14 -8 -9 -10 10 11 12 -14 -15 -16 -17 -18 -19 19 20 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0016460461297260331 -0.00086709847111776466 0.00082674363829743499 -0.0017069982014728427 0.00038636564919584574 0.0016722971049409337 0.00035756409182377205 -0.00080369113665590007 -0.00081489192809605366 -0.00089596054319226993 -0.0015953071998077637 -0.001587418473903825 0.0015071379857789827 -0.0015932291802621308 -0.0016125942967258461 0.0011540070167231223 0.0012631623221743085 -0.0016061991360870847 0.0010896456339455115 -0.0013073328957320181 0.00037056711136243423 0.00095359662395135957 0.0015355826953140186 -0.00145862418273323 -0.00023681902516924311 0.0013464701981719829 -0.00090264400720405026 -0.0007343751166137472 -0.0016114440442651383 -0.0016323310252100241 0.00037632351388173357
leaf_weight=0.40324191475519899 0.16696387156844217 0.24936629121657494 0.17487985006300766 0.77645575208589424 0.2067140070721506 0.80202346434816774 0.41428751498460759 0.31115264643449325 0.25869112787768234 1.9366399199934679 0.11186233640182763 0.10179854021407664 0.71371884288964793 0.3182034489000215 0.41534401243552554 0.34957344812573843 0.25805733143351961 0.73149564396589983 0.47472980042221014 1.8342728745192287 1.0898822592571376 0.19299403904005852 0.83086858235765526 0.33365639951080206 3.1170508689829122 1.5878075694781726 1.2381346924230456 0.31126036925707001 0.25505778251681466 1.2921402687788939
leaf_count=55 2 24 13 18 8 44 9 24 13 1014 75 8 425 41 25 26 38 59 91 67 38 8 125 16 405 178 68 48 37 119
internal_value=0 0.000234078 -0.000399016 -0.000703825 -0.000431225 0.000426758 0.000685587 0.000832927 0.000965196 -0.000865155 -0.00118535 -0.000563605 -0.00120622 -9.96904e-05 -5.8306e-05 0.000572118 -1.69103e-05 5.6887e-05 -9.96525e-05 4.13392e-05 0.00020351 -8.25173e-05 -0.000894228 0.00109828 0.00119338 -0.000667908 -0.000305114 -0.000359101 -0.000132744 0.000127976
internal_weight=0 9.10119 12.1571 6.02339 2.04389 7.0573 4.6018 4.18751 3.87636 5.24693 3.21359 1.27695 0.815517 6.13375 2.4555 0.461436 5.81554 5.55749 4.82599 4.42275 3.94802 2.85814 1.02386 3.61767 3.45071 1.83717 2.04016 2.03334 1.72208 1.46702
internal_count=3121 816 2305 1783 210 606 469 460 436 1765 1548 534 433 522 137 101 481 443 384 329 238 200 133 423 421 202 112 217 169 132
is_linear=0
shrinkage=0.00158341


Tree=395
num_leaves=31
num_cat=0
split_feature=1 484 52 160 147 122 123 43 1374 457 42 15 15 48 51 51 1 457 2 49 51 51 1444 0 457 51 0 3 13 151
split_gain=0.148352 0.16412 0.139511 0.139727 0.14102 0.140252 0.141474 0.161159 0.133538 0.15397 0.133797 0.128342 0.134049 0.118147 0.360932 0.147021 0.120123 0.137586 0.123537 0.14016 0.107473 0.115464 0.129795 0.1097 0.123773 0.172972 0.143284 0.160852 0.138191 0.168042
threshold=0.094385000000000011 -0.0068949999999999992 -0.43320999999999993 -0.40698999999999991 -1.0000000180025095e-35 0.10544500000000001 0.084475000000000008 -0.40263499999999991 -0.094929999999999987 0.088045000000000012 -0.095859999999999987 0.095175000000000023 0.41531000000000007 0.12649500000000002 0.13705500000000001 0.13705500000000001 0.13146500000000003 0.045365000000000009 0.11411 0.0034800000000000005 -0.10748999999999999 0.088210000000000011 -0.083144999999999983 -0.23051499999999997 -0.065884999999999985 0.084745000000000015 -0.077999999999999986 0.11296500000000002 -0.084034999999999985 -0.088279999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 -5 6 7 -6 -3 10 -10 20 -13 15 -15 16 17 18 19 -9 -12 23 -23 -22 -25 26 27 28 -26 -30
right_child=2 8 3 4 5 -7 -8 13 9 -11 11 12 -14 14 -16 -17 -18 -19 -20 -21 21 22 -24 24 25 -27 -28 -29 29 -31
leaf_value=-0.002969673196808268 -0.002951821810208291 -0.003020799539546972 -0.0024882420258976997 -0.0027447452919424332 -0.0028780762180820136 -0.0027040893319311794 0.0022799542739319052 -0.00041181958048965711 -0.0029668813403001008 0.001554256814270823 -0.0029613921037576338 -0.0030158069387560271 0.0030562177343940763 -0.0028403051036614809 0.0017416205230296304 -0.0021860693211789121 0.0023375749127058127 0.0021040228441137577 0.0016682308094708228 0.0022728807288540337 0.002754481580415899 0.0030577569720073466 -0.0029624458644365486 -0.0029952065978272632 -0.00010086481156755672 0.0029306313116958466 0.00053750596412066468 0.0030423488701150272 0.0014297457024207822 -0.0027005237810151734
leaf_weight=0.21921220281365084 0.11453482757497102 0.15810044380486932 0.1467073447711299 0.11779017560183991 0.1232384035829458 0.11376591445878137 0.39545391073625058 1.3348060028365596 0.17284087639563939 0.36734082229668263 0.11575326107413353 0.24504395456460759 0.036094706505537033 0.3118200433673336 0.28449006460141391 0.13818204530980427 0.43865436989290163 0.466341231483966 0.45813232974614937 0.19253933694562864 0.12614508601836938 0.036542665213346481 0.20389225638791675 0.11827507623820777 0.65095700143138091 0.17271285585593421 1.466308976196157 0.088820432545617334 0.10164653220272413 0.52799954569490848
leaf_count=397 119 38 34 7 14 8 179 206 169 37 99 210 1 31 21 17 129 79 74 25 11 1 144 77 282 15 189 5 26 477
internal_value=0 -0.000483115 0.000254368 0.000335577 0.000430263 0.000518106 0.000606573 0.000430023 -0.000364321 -0.000269523 -0.000434412 -0.000321895 -0.00223623 0.000542489 -0.000654341 0.000778132 0.000919839 0.000666192 0.00032848 -7.33824e-05 -0.000172771 -8.03682e-05 -0.00204746 6.50291e-05 -4.34747e-05 7.25707e-05 -0.000101502 -0.000785719 -0.00105123 -0.00203376
internal_weight=0 4.80769 4.63646 4.52192 4.37521 4.25742 4.14366 3.7482 4.58847 4.43037 4.06303 3.89019 0.281139 3.62497 0.59631 3.02866 2.89047 2.45182 1.98548 1.52735 3.60905 3.4933 0.240435 3.25287 3.12672 3.00845 2.83573 1.36942 1.2806 0.629646
internal_count=3121 2178 943 824 790 783 775 596 1781 1743 1706 1537 211 582 52 530 513 384 305 231 1326 1227 145 1082 1071 994 979 790 785 503
is_linear=0
shrinkage=0.00294161


Tree=396
num_leaves=31
num_cat=0
split_feature=4 12 48 43 3 15 52 14 453 3 52 15 3 13 15 41 0 15 0 43 4 4 159 42 43 15 52 47 47 51
split_gain=0.913443 0.736434 0.649742 0.496234 0.457366 0.456371 0.372635 0.359644 0.357945 0.352093 0.404082 0.344599 0.331173 0.387178 0.467258 0.329577 0.369823 0.443391 0.315792 0.31106 0.290664 0.707092 0.313556 0.326126 0.527131 0.276343 0.271549 0.22704 0.221776 0.25578
threshold=0.27834500000000006 0.051320000000000005 0.12933000000000003 -0.04890499999999999 0.14121000000000003 0.15614500000000003 -0.012164999999999999 -0.46885499999999997 1.0000000180025095e-35 0.30112000000000005 -0.087284999999999988 0.091650000000000023 -0.097604999999999983 -0.094514999999999988 0.090455000000000021 0.078475000000000017 0.10455500000000001 -0.11033999999999998 -0.061629999999999997 -0.40263499999999991 -0.083854999999999985 -0.084369999999999987 -0.50206999999999991 0.10077000000000001 -0.074359999999999996 0.079055000000000014 -0.0092699999999999987 0.10421000000000001 0.10954500000000002 0.11548000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 6 5 11 19 -2 28 10 -5 12 15 14 27 16 17 -3 -8 -1 21 -15 -22 -24 -25 -19 -11 -14 29 -9
right_child=2 4 -4 9 -6 -7 18 8 -10 26 -12 -13 13 20 -16 -17 -18 25 -20 -21 22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00039795714935445523 -0.00029489254386938035 -0.0014644663979781897 -0.0011535834948570598 -0.00098322942819449198 0.00045305167837152063 0.00044324347499541264 -0.00082133306610135415 0.0014050842395601545 -0.00055083968043595662 0.0014147823668917857 -0.0001124791864946605 -0.0014130948476212546 -0.00093041368707945165 -0.0013993004312502632 0.0014794833943324627 -0.0014171693120138195 -0.0010376991937449021 0.00075062154266144847 0.00054153339959708315 0.0012344808808587191 0.00085834546952196584 0.0013631778266448107 -0.0014054955193144533 0.0015549901340224399 -0.0014260385550877413 -0.00066230991011998733 -0.00014951101070655097 0.00071960955918650858 5.8612485067922746e-05 -0.00044560935557493389
leaf_weight=0.27176551800221194 0.57056005171034563 0.2553119745571174 0.40747454809024919 1.282755500054918 0.89941413374617774 0.77670179959386665 0.57074522762559354 1.9122433841694149 0.28584643639624108 0.445634791161865 5.2090350609505602 1.0560985222109582 0.71817924297647528 0.40372306032804772 0.28321915119886398 0.37414313189219672 0.5465017317328601 1.4661434571025886 0.77318631939124294 1.3224235775414857 0.14499158441322046 0.32141915615647931 2.8588324226438959 0.19978196895681322 0.26856857305392612 0.32695449364837248 0.41289874771609891 0.20761471096193418 0.34279923210851837 0.15599452704191197
leaf_count=13 43 22 17 103 22 29 30 248 10 44 203 411 93 214 3 49 80 86 30 119 24 21 995 11 92 59 21 7 16 6
internal_value=0 -0.000248855 0.000501148 1.90391e-05 -0.000496992 -0.000580697 0.00050178 0.000707505 0.000919575 -0.000173925 -0.000284536 -0.000665021 -0.000570692 -0.000775483 -8.25336e-05 -0.00019779 -2.19763e-05 0.000249012 -3.72532e-05 0.000956195 -0.000975083 -0.000174832 -0.00114221 -0.00122939 -0.000154436 0.000492987 0.000662459 -0.000560386 0.0010939 0.0012655
internal_weight=0 21.396 3.67492 10.2884 11.1076 10.2082 2.93812 3.26744 2.69688 7.35032 6.49179 9.43148 8.37538 5.40633 1.20901 2.96905 2.59491 2.04841 1.34393 1.59419 4.19732 0.725142 3.47217 3.32718 0.468351 1.7931 0.858534 0.925794 2.41104 2.06824
internal_count=3121 2781 340 563 2218 2196 192 323 280 371 306 2167 1756 1460 103 296 247 167 60 132 1357 235 1122 1098 103 145 65 100 270 254
is_linear=0
shrinkage=0.00138972


Tree=397
num_leaves=31
num_cat=0
split_feature=31 2 14 3 38 124 1365 1456 4 47 128 159 41 155 3 13 150 15 0 49 12 47 160 43 12 12 151 42 52 52
split_gain=0.146146 0.141166 0.138044 0.159423 0.158102 0.153448 0.157489 0.145132 0.14938 0.243048 0.153777 0.142114 0.146478 0.141631 0.131625 0.181308 0.128173 0.172078 0.131036 0.163837 0.130838 0.180095 0.14288 0.121413 0.122343 0.13218 0.11487 0.160608 0.105878 0.0989492
threshold=-1.0000000180025095e-35 0.17025000000000004 0.076175000000000007 0.30112000000000005 0.11495000000000001 -0.043384999999999993 1.0000000180025095e-35 1.0000000180025095e-35 0.24564500000000003 0.12431000000000002 0.086435000000000012 0.10862000000000001 0.079300000000000009 0.088610000000000008 -0.10831999999999999 0.14871000000000004 -0.22665999999999997 -0.098289999999999975 -0.10096999999999999 -0.006494999999999999 0.088305000000000008 0.14029000000000003 0.032695000000000009 -0.17390999999999998 0.088365000000000013 0.095175000000000023 -0.084304999999999977 -0.088934999999999986 0.13796000000000003 0.11434500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 26 7 8 10 28 11 12 13 14 15 -7 -16 -18 19 -19 21 -20 23 -22 -25 -26 -2 -28 -10 -27
right_child=1 -3 -4 4 -6 6 -8 -9 9 -11 -12 -13 -14 -15 16 -17 17 18 20 -21 22 -23 -24 24 25 29 27 -29 -30 -31
leaf_value=0.003792290640089185 0.0037480377856763756 0.0030788157382260622 -0.0026550796914095545 0.0037363457658469547 -0.0028671685493259959 0.0024651844557722052 -0.0037656647218369385 -0.0037318999638042494 0.0016974782164683709 -0.0035232224317631043 -0.0037695562061021907 -0.0037828659858998503 -0.003751293117093964 -0.0037471624886341749 0.002922283670906912 -0.00076499147734364955 -0.0032550455956537761 -0.00028062359931998543 -0.002665823284579605 0.0024010159393306582 0.0023092293004796935 0.0011878334460554366 0.0025886944873806444 0.0033700410213771954 -0.0037439182678628887 0.00041187964626529289 -0.0034435726377138186 0.0015725597052444033 -0.0017201077714163085 -0.0038164919918385822
leaf_weight=0.12809420241683156 0.20203004861832596 0.1772984370763887 0.322759470232996 0.25115570321213532 0.062514672055840492 0.57456598489079169 0.19070027885027219 0.17074363878782595 1.1590221085061783 0.16011881688609708 0.19593543661903812 0.16833527455310093 0.16613674128893752 0.15158088805765135 0.15479478356428078 0.41186371435469482 0.29485605948866167 1.007319386990275 0.80030131019886297 0.45734940737019769 0.15770352227263795 0.21171631221659482 0.22989212768879952 0.071866397542183158 0.27534998054761672 0.36015147309808526 0.11415306432172656 0.38646864882320731 0.14029919478343789 0.096981024114938919
leaf_count=86 41 67 97 96 4 53 56 252 185 15 173 81 44 168 10 58 134 62 546 43 26 8 55 9 367 172 22 98 14 79
internal_value=0 -0.000204279 -0.000269341 -0.000180052 0.00242026 -0.000278201 -0.000431646 -0.000345923 -0.000266138 0.000796162 -0.000534056 -0.000420664 -0.000316287 -0.000207716 -0.000102615 0.00111649 -0.00039462 -0.000524163 -0.000304675 0.00055673 -0.000877133 -0.00185963 -4.2946e-05 -0.000671803 -0.00125627 -0.00171018 0.00138314 0.000428768 0.00132845 -0.000485173
internal_weight=0 9.12396 8.94667 8.62391 0.31367 8.31024 7.60758 7.41688 7.24614 1.45944 5.7867 5.59076 5.42243 5.25629 5.10471 0.98643 4.11828 3.96349 3.66863 1.46467 2.20396 1.01202 1.19194 0.962052 0.804349 0.732482 0.702652 0.500622 1.29932 0.457132
internal_count=3121 3035 2968 2871 100 2771 2610 2554 2302 214 2088 1915 1834 1790 1622 111 1511 1501 1367 105 1262 554 708 653 627 618 161 120 199 251
is_linear=0
shrinkage=0.00371563


Tree=398
num_leaves=31
num_cat=0
split_feature=4 12 48 132 13 151 133 13 48 50 15 1 49 158 42 1 42 52 13 160 0 151 0 402 4 4 3 2 39 456
split_gain=0.774931 0.613009 0.535693 0.479626 0.435209 0.422762 0.350891 0.44658 0.471202 0.34131 0.3282 0.316607 0.38316 0.304969 0.302855 0.545766 0.438262 0.371295 0.3295 0.525516 0.388847 0.266348 0.250496 0.235565 0.215569 0.25476 0.325943 0.344081 0.212609 0.21051
threshold=0.27834500000000006 0.051320000000000005 0.12933000000000003 0.081465000000000024 -0.47860499999999995 -0.086654999999999982 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11875500000000001 0.035560000000000008 0.111945 -0.0060549999999999988 0.084765000000000021 -1.0000000180025095e-35 0.122185 0.091735000000000025 -0.15275999999999998 -0.023499999999999997 -0.075414999999999982 -0.060129999999999996 -0.079059999999999978 -0.10607499999999999 -0.50169499999999989 -0.49013999999999996 -0.083854999999999985 -0.078934999999999991 0.089885000000000007 0.094675000000000009 0.077935000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 5 -3 29 -7 8 -8 11 -9 12 -2 14 22 16 17 -16 19 -19 -20 -21 -6 -24 -23 -26 27 -27 -10 -1
right_child=2 4 -4 -5 13 6 7 10 28 -11 -12 -13 -14 -15 15 -17 -18 18 20 21 -22 24 23 -25 25 26 -28 -29 -30 -31
leaf_value=0.0013104251860216374 0.0015860466138526864 0.00057955463741936862 -0.0012579605658907128 0.0012025623433290613 0.00039278935934220394 -0.0012669321648840085 -0.0010714378481945404 -0.00015925274417546325 0.0013657519604358282 -0.00073229560469363945 -0.0013550046238956647 0.0015249060928323992 -0.00016252266178308698 -0.001585366440648263 -0.0015615927085575868 0.0010785866768580901 -0.0013924376333963714 -0.0015738435918049968 -0.00052981764896218686 -0.0016124924113734736 0.0013640935680947648 -0.0016244841838110387 0.00049288081991420707 -0.0015800078203914456 0.0011797802152585003 -0.0015626277665969053 0.00073880065654713465 0.00061155598238551794 -1.9679941194511524e-05 -0.00026309881623451603
leaf_weight=0.74724010855425038 0.46413364680483937 0.81300753587857144 0.33888226421549905 0.80323835602030236 0.22767003334593017 0.654312074824701 0.32531199580989767 4.3953700850252124 1.0216935101198021 0.31212108675390471 0.63212726858910162 1.3094729962176641 0.8622446245281028 0.70578707486856718 0.50163622549735087 0.5721356706926598 1.0971740790701003 0.71376839812728832 0.44197229156270623 0.23623813648010017 0.6374551554908876 0.15661928418558257 0.14750988199375559 1.2547664386802377 0.5338002706994317 0.4802919088979265 0.63458053424255034 0.27593541471287608 0.36088833701796819 0.2819330170750618
leaf_count=58 42 20 17 51 21 60 16 202 94 14 44 231 36 224 179 28 428 280 33 41 16 9 21 632 33 193 39 21 22 16
internal_value=0 -0.000227501 0.00058961 5.69519e-05 -0.000505672 -5.23499e-05 -0.000182112 -7.67267e-05 0.000608777 0.000801996 -0.000309599 0.000983677 0.000449346 -0.000608058 -0.000520873 -0.000366229 -0.000511011 -0.000301337 -0.000147545 -0.000409698 0.00058863 -5.11463e-05 -0.00111685 -0.00136195 0.000126081 0.000268537 -8.12039e-05 -0.000769302 0.00100412 0.000879372
internal_weight=0 18.6525 3.28685 9.22211 9.43035 8.41888 7.3897 6.73539 1.70789 2.94797 5.0275 2.63585 1.32638 8.61734 7.91155 6.28161 5.70947 4.6123 4.11066 3.03123 1.07943 2.31747 1.62995 1.40228 2.08123 1.92461 1.39081 0.756227 1.38258 1.02917
internal_count=3121 2781 340 563 2218 512 438 378 132 323 246 309 78 2198 1974 1300 1272 844 665 616 49 336 674 653 295 286 253 214 116 74
is_linear=0
shrinkage=0.00155166


Tree=399
num_leaves=31
num_cat=0
split_feature=1213 475 160 484 150 147 15 474 1374 11 51 403 156 122 1 1374 150 150 0 456 13 16 4 42 43 0 4 4 52 52
split_gain=0.140683 0.171211 0.144381 0.147035 0.187267 0.137112 0.139791 0.197801 0.145263 0.154427 0.143631 0.130326 0.125927 0.118149 0.158782 0.16372 0.145527 0.177146 0.128242 0.116959 0.116514 0.108776 0.107227 0.13176 0.169032 0.145759 0.211161 0.152459 0.12612 0.141048
threshold=-1.0000000180025095e-35 -0.086004999999999984 -0.40698999999999991 -0.0068949999999999992 0.097210000000000005 -1.0000000180025095e-35 -0.24436499999999997 -1.0000000180025095e-35 0.10637000000000001 0.081790000000000015 0.11144500000000002 -0.083259999999999987 0.10499000000000001 0.10544500000000001 0.09253500000000002 -0.094929999999999987 0.15297000000000002 0.076925000000000007 -0.23051499999999997 0.090170000000000014 -0.14179999999999995 0.25084500000000004 0.19806500000000002 0.091955000000000023 -0.52440999999999993 0.18019500000000002 -0.49405499999999997 -0.083854999999999985 -0.10925999999999998 -0.065544999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 21 4 -4 -5 7 -7 9 11 -9 20 13 14 15 -13 17 19 -17 -16 -8 -2 23 25 -25 26 -20 -28 -29 -30
right_child=2 -3 3 5 -6 6 8 10 -10 -11 -12 12 -14 -15 16 18 -18 -19 22 -21 -22 -23 -24 24 -26 -27 27 28 29 -31
leaf_value=0.0031340569703130145 -0.0028237579264535806 -0.0028426559152292543 -0.0023236320042502945 -0.0028990531590645167 0.0018890914129459165 -0.0033395351321444974 0.0017988490998571644 0.0030118398348554856 -0.0029227454839284503 -0.0017417372557797339 -0.00089674490579872269 -0.003169398435761253 -0.0027118794036518653 -0.002807873249860622 0.0010025251344088723 0.0025740585194935339 -0.0019114252312804841 0.0027113067232748503 -0.0031857501208050081 -0.0017198312918662872 -0.0031057642066176882 0.0031534232480780896 -0.0025506160430967787 0.0029932310921967267 -0.0031737610124303638 0.0026402544583062283 0.001464937257990106 -0.0031125398824563481 0.0013528789846681641 -0.00074500969123386673
leaf_weight=0.053514335304498672 0.26301026427972729 0.31810196163860283 0.47689739074121273 0.13846496348560133 0.12789418385364115 0.068759649991989136 0.061082909815013409 0.44289685432158687 0.15064842607534945 0.39050992659758765 0.11272534445743077 0.14636014611460124 0.12588590767700214 0.10700517846271385 1.6923618074797566 0.19955759844742482 0.14988446771167208 0.58446055522654194 0.17100240153376844 0.16558413126040239 0.19117293781891742 0.032718657777877524 0.14802068204153318 0.053171863663010299 0.21119028732937284 0.24241696018725623 0.79393987962976043 0.13132253463845733 0.49989467908744722 0.79086331531290455
leaf_count=4 213 487 468 22 16 1 4 214 24 127 10 38 69 7 224 11 7 169 26 12 304 2 32 3 83 11 74 120 56 283
internal_value=0 -0.00198198 -3.95109e-05 3.54615e-05 -0.00143277 0.000149756 0.000205079 0.00160675 8.01671e-05 0.000146154 0.00221886 0.000260186 0.00034863 0.000411924 0.000469538 2.88797e-05 0.00104541 0.00122687 0.000173294 0.000759903 -0.00191813 -0.00216246 1.57923e-05 0.000147067 -0.00193338 0.000356233 0.000124276 0.000379699 -0.000226183 6.74768e-05
internal_weight=0 0.371616 8.6697 8.37397 0.604792 7.76918 7.63072 0.624382 7.00634 6.85569 0.555622 6.46518 6.21292 6.08704 5.98003 3.38774 2.59229 2.44241 3.24138 1.85795 0.252256 0.295729 3.04182 2.8938 0.264362 2.62944 2.38702 2.21602 1.42208 1.29076
internal_count=3121 491 2630 2415 484 1931 1909 225 1684 1660 224 1533 1225 1156 1149 737 412 405 699 236 308 215 688 656 86 570 559 533 459 339
is_linear=0
shrinkage=0.00309149


Tree=400
num_leaves=31
num_cat=0
split_feature=12 43 4 3 3 15 43 52 3 41 52 43 13 11 13 474 51 133 457 1 2 52 2 48 159 4 4 1 1 15
split_gain=1.06016 0.680238 0.604941 0.598276 0.500295 0.483838 0.442247 0.392263 0.336549 0.33872 0.341019 0.402518 0.317396 0.295524 0.28991 0.25913 0.262448 0.35451 0.321413 0.281942 0.488549 0.341165 0.248804 0.221709 0.207961 0.223539 0.504455 0.269111 0.197164 0.195549
threshold=0.051320000000000005 -0.04890499999999999 0.36766000000000004 0.30112000000000005 0.14121000000000003 0.15614500000000003 -0.40263499999999991 -0.087284999999999988 -0.097604999999999983 0.078475000000000017 -0.15275999999999998 0.084740000000000024 -0.094514999999999988 0.087830000000000005 0.17001000000000002 0.084660000000000027 -0.031924999999999995 -0.065894999999999981 -0.068264999999999978 0.094465000000000007 0.11263500000000001 0.13389000000000004 0.10855000000000002 0.12370000000000002 -0.50206999999999991 -0.083854999999999985 -0.084369999999999987 0.13146500000000003 0.099195000000000019 0.090455000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 4 7 5 8 -1 22 9 10 -2 14 29 -4 -12 16 -9 -18 -19 -20 -21 23 -3 -22 -14 26 -26 -27 -8 -10
right_child=2 3 13 -5 -6 -7 28 15 12 -11 11 -13 24 -15 -16 -17 17 18 19 20 21 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=-0.00023996659821073695 -0.0013380576056652481 -0.001360078695450622 0.0012677161266370391 0.000873740767530545 0.00044122609310997293 0.00047352934748944405 0.00052245482885218144 -0.0010293972476003639 -0.00059228205849691973 -0.0013585582107040293 0.00054744030458536415 -0.0010478647681415086 0.00060926528278890785 -5.6350063254989206e-05 -0.00062712109322431403 0.00084244505165261669 -0.0012152249716988208 -0.0010166385048039407 -0.00022615006208086399 0.001031629076626341 -1.0810947662955234e-05 0.00071627069581695383 -0.00018920137312105194 -0.0014358246416248343 -0.0013301275410182436 -0.0013323167681088886 0.0011091320366042093 -0.0001914912417129401 0.0012669519786476955 0.00060205123404681214
leaf_weight=0.7213225252926353 0.38094479404389936 0.71010466490406432 0.49206336867064127 1.09341262106318 0.89390879310667593 0.69183284323662597 1.1239497365895652 0.5027084011817341 0.9016408031457066 0.49150980904232699 1.5380120847839842 0.50843066303059448 0.13040763023309132 0.73181043565273285 0.48166227724868793 0.53661490464583028 0.40562411630526085 0.4310998092405488 1.7703097627963922 1.292320399079472 0.40653062297496922 0.50978323491290212 0.57187865546438843 0.35873450338840485 0.36706904420861974 3.2864179414464236 0.2479433759581261 0.40543809346854676 1.3871793635189531 0.32572967943269759
leaf_count=32 97 83 43 118 22 29 57 28 102 59 104 18 27 36 64 34 37 15 69 54 36 19 23 13 223 1422 24 15 203 15
internal_value=0 0.000155213 -0.000403682 -3.92062e-05 -0.000504764 -0.000591432 0.000671815 -0.000172379 -0.000672707 -0.000344158 -0.000172765 2.8253e-06 -0.00086994 0.000475996 0.000267325 -3.5101e-05 -0.000118049 -2.95086e-05 7.13464e-05 0.000179476 0.000459172 -0.00012104 -0.000837763 -0.000678817 -0.00103441 -0.00108418 -0.000346736 -0.00120703 0.000933724 -0.00027532
internal_weight=0 11.8216 11.8748 8.58912 10.6509 9.75704 3.23245 7.49571 9.06521 3.40056 2.90905 2.52811 5.66465 1.22387 2.01967 6.21373 5.67711 5.1744 4.76878 4.33768 2.56737 1.27505 1.28198 0.765265 4.43728 4.30687 0.615012 3.69186 2.51113 1.22737
internal_count=3121 821 2300 529 2221 2199 292 411 2170 342 283 186 1828 79 168 305 271 243 206 191 122 68 106 49 1711 1684 247 1437 260 117
is_linear=0
shrinkage=0.00132116


Tree=401
num_leaves=31
num_cat=0
split_feature=39 42 123 133 1456 48 2 10 1456 132 133 52 133 401 151 1 0 131 39 15 151 457 33 47 52 13 159 2 2 4
split_gain=0.136044 0.146243 0.147348 0.167539 0.150115 0.140862 0.136386 0.141033 0.13635 0.128516 0.123507 0.134379 0.164479 0.134745 0.140965 0.125396 0.119635 0.11592 0.115855 0.114173 0.289715 0.139948 0.128399 0.145354 0.211647 0.178638 0.117179 0.106561 0.178292 0.18539
threshold=0.16946000000000003 -0.11466499999999999 1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 0.17025000000000004 0.083760000000000015 -1.0000000180025095e-35 0.081465000000000024 0.10622000000000002 -0.43320999999999993 -0.25159999999999993 0.10076500000000001 -0.40381499999999992 0.11353000000000001 -0.20211999999999997 0.092225000000000015 1.0000000180025095e-35 0.095175000000000023 0.15288500000000002 -0.0029299999999999994 -1.0000000180025095e-35 0.085270000000000026 0.11434500000000002 -0.099939999999999987 0.092630000000000018 0.11411 0.10613000000000002 -0.39518999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 4 -4 6 -5 7 8 -3 -1 11 -10 -13 14 -14 17 -17 18 19 21 -21 -16 -23 24 25 -24 27 28 29 -27
right_child=-2 2 3 5 -6 -7 -8 -9 10 -11 -12 12 13 -15 15 16 -18 -19 -20 20 -22 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0033177833609867912 0.0039643024231043166 -0.0030686829143467924 -0.0024598032857914903 -0.0021643409758937424 -0.0038916442856297335 0.0030715675990396615 0.0039244882762067548 0.0038685256227659667 -0.0029946514220281274 0.0033605093207626237 -0.0021698073795613851 -0.0038618120060073965 -0.003388261718748654 -0.0036600268381033916 -0.0015929369904532672 -0.0012475142321616295 0.0021541485540125557 -0.003908454161470923 -0.0032933552331293318 -0.0039654942768235415 0.0040588353269309131 -0.0032909253707273504 0.0028368914232361842 0.0028591147175398958 -0.0033671538398133759 -0.0039592742182628822 -0.001880694400041039 -0.0024743341435040449 0.0039959037743956 0.00084846104188403238
leaf_weight=0.35042303826048637 0.11944280110765326 0.26022433067555262 0.13189081818563864 0.089819287793943658 0.16704903141362581 0.55162155035941385 0.12002675262920082 0.12330153393850185 0.2279471971341972 0.049428475700551644 0.45127068109286472 0.15850924831465629 0.15769421649747339 0.1371191942016593 0.45120025071810044 0.1897359840804711 0.85947873179975409 0.10831929289997777 0.14232592721236859 0.25833619049080869 0.091630771290510893 0.11743483738973415 0.52397285460028742 0.46115682095114596 0.19663563861104183 0.13124928955221338 0.31187812397547521 0.14961845090147097 0.24680068601446681 1.4822744732300794
leaf_count=153 23 266 26 24 260 204 34 37 203 16 323 144 48 137 100 15 137 105 35 103 3 19 46 63 60 10 61 14 26 426
internal_value=0 -0.000201932 -9.15769e-05 0.00152007 -0.000257199 0.0023384 -0.000174688 -0.000242662 -0.00031391 -0.00249223 -0.00020933 -7.11659e-05 3.67467e-05 0.000139451 0.000228057 0.000327719 0.001539 5.57435e-05 0.000149817 0.000260634 -0.00186451 0.000443269 0.000696992 0.00083066 0.000523197 0.000792008 0.000330533 0.000673644 0.000926823 0.000457384
internal_weight=0 8.69837 8.29852 0.773332 7.52519 0.641441 7.35814 7.23811 7.11481 0.399852 6.85459 6.40332 6.17537 6.01686 5.87974 5.72205 1.04921 4.67283 4.56451 4.42219 0.349967 4.07222 3.62102 3.50359 3.04243 2.84579 2.32182 2.00994 1.86032 1.61352
internal_count=3121 3098 2929 254 2675 228 2415 2381 2344 169 2078 1755 1552 1408 1271 1223 152 1071 966 931 106 825 725 706 643 583 537 476 462 436
is_linear=0
shrinkage=0.00387724


Tree=402
num_leaves=31
num_cat=0
split_feature=160 1213 475 14 123 375 1456 130 4 2 0 52 43 15 3 1374 151 150 1456 33 403 457 4 4 15 151 15 1 1 12
split_gain=0.127447 0.129663 0.147883 0.122875 0.12804 0.186382 0.137647 0.133613 0.125837 0.226132 0.185847 0.136043 0.117521 0.118385 0.113624 0.113669 0.112407 0.12888 0.169211 0.113424 0.118164 0.127338 0.124104 0.141755 0.14991 0.1165 0.144498 0.130391 0.173136 0.126017
threshold=-0.40698999999999991 -1.0000000180025095e-35 -0.086004999999999984 0.076975000000000002 1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.49405499999999997 0.11093500000000002 -0.019414999999999998 -0.43320999999999993 -0.05647499999999999 -1.0000000180025095e-35 -0.15956499999999998 0.097240000000000007 -0.5145249999999999 -0.22665999999999997 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.082384999999999986 -0.0029299999999999994 0.24564500000000003 0.098655000000000007 0.091295000000000015 0.056735000000000001 0.091650000000000023 0.094465000000000007 0.091095000000000023 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -6 7 8 9 -3 11 -10 -12 -14 -13 16 -16 -18 -19 -20 -21 -22 23 25 -25 26 27 28 29 -23
right_child=1 3 -4 -5 5 -7 -8 -9 10 -11 12 14 13 -15 15 -17 17 18 19 20 21 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0021678728580408688 0.0031073636326637531 -0.0031313744858180578 -0.0027472502276448835 -0.0019241300516445619 -0.0031500096088428473 0.0019325415130962062 -0.0030810760539485495 -0.0025907014007065135 -0.0030854405655303817 0.0022608564826706421 0.0030724386819348647 0.0029164825437130969 0.0031043944277344623 8.5086707034705188e-05 -0.0031034692536366097 -0.0027830916289256127 0.0028120378682409985 -0.00309269456437751 -0.0029816878265102593 -0.0024412942975451848 -0.0014429796987588685 -0.0030999546328766485 0.0015097339625321827 -0.0030049680768337774 0.00031838891665349862 -0.0011041960569267628 -0.0020461040624763067 0.0022020381001185601 -0.0030136639615533081 0.001119622388073533
leaf_weight=0.27422652350651411 0.04739961214363575 0.26337691742810232 0.28602523490553622 0.28911496599903319 0.076421963749453425 0.61692226007289708 0.13502287047595007 0.17588799553777779 0.13208765313174708 0.10156059131259099 0.29266925700358115 0.12884716340340485 0.15753990816301666 0.54852089780615898 0.10262692694959596 0.13489317658240896 0.1646771295927455 0.1561664104956425 0.10567447950597753 0.14962277506128785 0.34685511637508071 0.071311762090772279 0.87979611709306471 0.24520780169405032 0.26743117728619836 0.35693491665006138 0.1549620878213317 0.60899565326690197 0.12153734151797824 1.0322249722012276
leaf_count=240 4 95 462 74 5 246 227 249 135 17 42 17 49 50 35 22 11 147 19 232 90 15 154 28 19 40 72 88 15 222
internal_value=0 -4.01011e-05 -0.00191496 3.98699e-05 0.0001153 0.00137233 -1.22241e-05 4.96269e-05 0.000120816 -0.00163074 0.000224607 -1.00166e-05 0.00143677 0.00075877 7.07799e-05 -4.06537e-06 7.46227e-05 0.000144593 4.69065e-05 0.000159864 0.000238257 0.000336395 0.000501489 0.00019118 -0.00127125 0.00051075 0.000800555 0.00104107 0.000463944 0.000846949
internal_weight=0 8.15032 0.333425 7.81689 7.52778 0.693344 6.83443 6.69941 6.52352 0.364938 6.15858 5.15985 0.99873 0.706061 5.02777 4.89892 4.76402 4.6614 4.49672 4.34055 4.23488 4.08526 3.7384 2.85861 0.512639 2.34597 1.98903 1.83407 1.22507 1.10354
internal_count=3121 2881 466 2415 2341 251 2090 1863 1614 112 1502 1361 141 99 1226 1209 1187 1152 1141 994 975 743 653 499 47 452 412 340 252 237
is_linear=0
shrinkage=0.00306994


Tree=403
num_leaves=31
num_cat=0
split_feature=12 43 16 3 43 3 160 52 160 124 15 3 41 4 4 1 1212 13 52 474 156 1375 133 2 52 2 12 160 1 0
split_gain=0.673587 0.613493 0.464468 0.424769 0.338699 0.317406 0.303983 0.293314 0.290442 0.275517 0.255438 0.276945 0.347751 0.274052 0.665614 0.330858 0.344263 0.271698 0.29734 0.248288 0.432866 0.226773 0.253056 0.221353 0.424595 0.376146 0.216369 0.208274 0.202825 0.191999
threshold=0.051320000000000005 -0.04890499999999999 -0.16927999999999996 0.30112000000000005 -0.40263499999999991 0.097915000000000016 -1.0000000180025095e-35 -0.087284999999999988 0.081905000000000019 -0.083229999999999985 0.15614500000000003 -0.097604999999999983 0.078475000000000017 -0.083854999999999985 -0.084369999999999987 0.13146500000000003 -0.50120999999999993 0.17001000000000002 -0.23798499999999997 0.084660000000000027 0.078780000000000003 0.071870000000000003 -0.065894999999999981 0.11263500000000001 0.10744000000000002 0.089885000000000007 0.091200000000000017 0.09389500000000002 1.0000000180025095e-35 -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 4 6 7 -1 10 -2 27 26 -5 11 12 17 14 -13 16 -15 18 -4 20 21 22 -9 25 -25 -24 -8 -3 -6 -28
right_child=2 3 5 9 28 -7 8 19 -10 -11 -12 13 -14 15 -16 -17 -18 -19 -20 -21 -22 -23 23 24 -26 -27 29 -29 -30 -31
leaf_value=-0.00022201280308444245 -0.0011728756399836545 -0.0012033006363489677 -0.0014532777008967636 -0.00097018566114222618 1.7280791442463212e-06 0.00031700544075925405 0.0012093453442563965 -0.00096227909389870502 -0.0008278913964970962 0.0012049513837216813 0.00070317241920230358 -0.0014659964145804182 -0.0015055194868550069 0.00057472917786707128 0.0014173628075638976 0.00025091863696721079 -0.0014490279696334968 -0.0014696110185371844 0.00035276091960883096 0.00093544076009748891 -0.0015446759331104692 -0.0011292998815449445 -0.00020477074859159153 -0.0010144621144166303 0.00059881696425585621 0.00095801406525397115 -0.00041348508904879861 0.00040219869732581622 0.0011900899758308184 0.00057552100260861922
leaf_weight=0.6214620606042448 0.35831916012102771 0.87717906362377085 0.21858677797717962 0.14492176892235875 0.36029450269416008 0.72426172858104099 0.58091160818003196 0.45089619525242586 0.44413424091180775 0.74814610450994212 0.26305628055706609 0.3658771171758417 0.4500058430712669 0.18743756116600829 0.3069319970672949 0.31071283994242538 2.6929670482641073 0.2599687895271926 1.4555583466426467 0.46543209813535202 0.43420909310225386 0.36368855368345965 1.0282496947329516 0.74549813708290436 0.62544521084055305 1.3304111127508802 0.67041819286532778 0.20848918188130483 1.7722737158183006 1.0503719765692938
leaf_count=32 66 96 82 4 20 22 24 39 45 114 14 227 51 26 24 15 1438 69 113 34 28 15 56 49 27 57 32 10 240 52
internal_value=0 0.000133969 -0.000389297 -8.19747e-05 0.000715974 -0.000589744 7.79172e-05 -0.000209716 0.00024114 0.000851983 -0.000690607 -0.000749288 -0.000362293 -0.000988071 -0.000150623 -0.00116464 -0.00131734 -9.63005e-05 0.000116953 -7.30524e-05 -0.000167337 -3.57284e-05 5.94084e-05 0.000182927 -0.00027846 0.000451102 0.000447419 -0.000894984 0.000989318 0.000190205
internal_weight=0 10.1766 10.3395 7.42257 2.75403 7.23536 3.10416 6.5295 2.74584 0.893068 6.5111 6.24805 2.38412 3.86393 0.672809 3.19112 2.8804 1.93411 1.67415 5.44383 4.9784 4.54419 4.1805 3.7296 1.37094 2.35866 2.3017 1.08567 2.13257 1.72079
internal_count=3121 821 2300 529 292 2081 219 411 153 118 2059 2045 315 1730 251 1479 1464 264 195 305 271 243 228 189 76 113 108 106 260 84
is_linear=0
shrinkage=0.00144388


Tree=404
num_leaves=31
num_cat=0
split_feature=31 4 453 474 11 150 160 158 1211 133 1213 475 14 156 484 13 48 1374 0 1 49 52 16 133 4 131 4 3 151 4
split_gain=0.119525 0.120498 0.149309 0.160325 0.141107 0.126816 0.191048 0.143483 0.116456 0.112783 0.10816 0.148513 0.108748 0.115431 0.123598 0.117462 0.14578 0.123404 0.156946 0.123214 0.161862 0.140375 0.123392 0.11977 0.128982 0.117824 0.134108 0.15493 0.135084 0.105866
threshold=-1.0000000180025095e-35 0.27287000000000006 1.0000000180025095e-35 -1.0000000180025095e-35 0.088710000000000011 -0.22665999999999997 -0.091944999999999985 0.090905000000000014 1.0000000180025095e-35 -0.030254999999999994 -1.0000000180025095e-35 -0.086004999999999984 0.076975000000000002 0.10499000000000001 0.079595000000000013 -0.084034999999999985 0.093265000000000015 -0.094929999999999987 -0.23091999999999999 0.08844500000000001 -0.10774499999999999 0.11434500000000002 -0.36241499999999999 -1.0000000180025095e-35 -0.51843499999999987 0.10033500000000002 -0.0016099999999999997 -0.10519499999999998 -0.079059999999999978 0.033845000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 -3 -5 -2 9 8 10 -7 11 -8 13 14 15 19 17 -17 -19 20 -12 23 -21 -22 -25 26 28 -28 -20 -18
right_child=1 2 -4 4 -6 6 7 -9 -10 -11 12 -13 -14 -15 -16 16 29 18 25 22 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0029379998550417888 0.0021730230392522157 -0.0030907671552615501 -0.0019724198527562818 0.0020927523473176822 -0.00049979040273463097 0.00074369503013952906 0.0029236094177479228 -0.0024413856738025063 -0.0029057569461337896 -0.0025766349645641039 -0.002982864015640652 -0.0029069218442509619 -0.0017967551977059947 -0.0025501265536244937 0.0015620107331494949 -0.0029615838593756078 0.0014627388404988375 0.0028040436168074593 0.0018059008705842709 -0.0010082277620994038 -0.0029075581109778361 -0.0029694134467926387 0.0022163171257410293 -0.0029938701269856182 0.0018353296101478612 0.0014796043995506487 0.00041577163321125784 -0.0025297521254181261 -0.00067869475076284954 -0.0010964839501509825
leaf_weight=0.10675335636187711 0.17122820345684786 0.070092232665046939 0.14931352506391693 0.69949991175963067 0.23418561730068177 0.10508286634285469 0.044151393696665764 0.22994353262038192 0.12237188853760006 0.45861373446677944 0.13102467851422261 0.2109221059436085 0.26060627686092619 0.13241833569918515 0.49202560829144193 0.17294836416840498 0.56642892498348363 0.11895374406594639 0.22393484177882794 0.12111760885454714 0.059617247075948399 0.085060744851944037 0.547419777023606 0.050789698172593489 0.51370652773039027 0.20541889711603278 0.20191225782036781 0.57197597270715905 0.99725490208947887 0.17738299965276383
leaf_count=86 15 3 17 262 32 46 4 155 166 352 17 360 49 120 170 13 96 8 77 12 31 10 92 6 161 80 8 168 478 27
internal_value=0 -0.000140929 0.000724738 0.00112594 0.00144249 -0.000284095 -0.000345956 -0.0002003 -0.000114519 -0.00195767 -5.64792e-05 -0.0018977 2.69393e-05 0.000115453 0.000182853 3.9842e-05 -0.00027072 -0.000605901 -0.000430251 0.000705991 -3.09294e-05 0.00051446 0.00163213 0.000989279 0.00140083 -0.000605089 -0.000819735 -0.00176125 -0.000223084 0.00085242
internal_weight=0 8.1254 1.15309 1.00378 0.933686 6.97231 6.80108 6.23739 6.00744 0.563697 5.88507 0.255073 5.63 5.36939 5.23697 4.74495 3.23621 2.4924 2.31945 1.50874 0.840199 0.709174 0.668537 0.624113 0.564496 2.2005 1.99508 0.773888 1.22119 0.743812
internal_count=3121 3035 314 297 294 2721 2706 2308 2153 398 1987 364 1623 1574 1454 1284 955 832 819 329 225 208 104 198 167 811 731 176 555 123
is_linear=0
shrinkage=0.00289085


Tree=405
num_leaves=31
num_cat=0
split_feature=4 12 48 132 151 13 49 43 11 4 4 43 128 160 160 133 13 48 4 14 453 15 159 159 456 39 52 52 13 1
split_gain=1.19118 0.872989 0.598589 0.5436 0.53768 0.490829 0.594376 0.556239 0.462507 0.413979 0.537747 0.532989 0.573821 0.412698 0.410638 0.400831 0.513713 0.603678 0.378561 0.37353 0.412622 0.364869 0.332533 0.308313 0.263249 0.262258 0.25853 0.252059 0.232462 0.340696
threshold=0.27834500000000006 0.051320000000000005 0.12933000000000003 0.081465000000000024 -0.086654999999999982 -0.094514999999999988 -0.063424999999999981 -0.074359999999999996 1.0000000180025095e-35 -0.083644999999999983 -0.084369999999999987 -0.074974999999999986 0.11362500000000002 -0.080719999999999986 -0.067824999999999983 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.00059999999999999995 -0.46885499999999997 1.0000000180025095e-35 0.035560000000000008 -1.0000000180025095e-35 -0.50206999999999991 0.077935000000000018 0.094675000000000009 0.091275000000000009 0.10160000000000001 -0.47860499999999995 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 19 4 24 8 14 9 27 10 13 12 23 -8 -7 -6 17 -17 -16 -2 -21 22 -18 -11 -1 -19 -15 28 -3 -30
right_child=2 5 -4 -5 15 6 7 -9 -10 11 -12 -13 -14 26 18 16 21 25 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0010383945343321788 -0.00020655611616225011 0.0010429944540191589 -0.00091761938779203183 0.00088991429415099881 -0.0010058806972123773 -0.0012384281152122156 0.0011484588381639807 -0.0011646778507236899 -0.0012326873523449608 0.00064988571575922468 0.0014223715347003783 0.0012678649128779194 0.0013745147343708995 -0.0012344997942734151 0.00076013339712611083 -0.00083909427299112534 -0.0012363148474211513 0.0010746169658322684 -0.00051794579241780251 0.0010074227648266022 -0.00060925031909049641 -0.0010730858358447234 -6.3599473332731881e-05 -0.0011554187855643255 -0.00023023883680823562 -7.0031539993690639e-05 0.00013236698419553789 -0.00064784045180746449 -0.000300768681138653 0.00083123012486074389
leaf_weight=0.89481850573792943 0.58743547042831856 0.51044775359332639 0.38869804143905629 0.98341310699470419 0.76684489636681785 0.31298112228978414 0.21811381890438486 2.8990956038469351 0.41380061954259861 0.14953894598875273 0.33047389029525209 0.1811439561424798 0.15511198295280326 0.5472627751296385 0.94427896424895141 0.42700749658979509 0.38737105450127085 1.1952983096707592 0.53924475726671772 2.5656417113495986 0.25726445857435454 0.72758634388446797 4.7414853246882647 2.2215792671777308 0.33218161715194583 0.39422782324254502 0.32763681723736227 0.48292133922222991 1.0930196108529373 0.61552446079440404
leaf_count=58 43 12 17 51 60 49 7 1079 58 23 6 9 2 119 44 16 43 94 33 270 10 44 159 624 16 22 16 40 78 19
internal_value=0 -0.00022279 0.00051327 2.70816e-05 -5.89159e-05 -0.000449815 -0.000596402 -0.000756049 -3.45514e-05 -0.000469267 6.20476e-05 -0.000748623 -0.000893215 -0.000349248 2.83182e-05 -0.000165976 -8.41678e-05 0.000445606 0.000295565 0.000676357 0.000860088 -0.000266584 -0.000152172 -0.00104156 0.000694942 0.000790726 -0.000722629 0.000148944 0.000322349 0.000107048
internal_weight=0 22.7924 3.79904 10.8502 9.86682 11.9422 8.82646 7.02996 3.11571 4.13086 1.42349 2.70737 2.52623 1.09301 1.7965 8.63982 7.87298 2.01653 1.48352 3.41034 2.82291 5.85644 5.12886 2.37112 1.227 1.58953 0.8749 2.70191 2.21899 1.70854
internal_count=3121 2781 340 563 512 2218 2011 1885 207 806 148 658 649 142 126 438 378 132 77 323 280 246 202 647 74 116 135 149 109 97
is_linear=0
shrinkage=0.00121699


Tree=406
num_leaves=31
num_cat=0
split_feature=39 42 2 43 123 1456 15 1348 14 11 1374 38 13 159 133 3 0 48 15 150 42 42 44 9 160 43 1 0 52 4
split_gain=0.120307 0.123668 0.125075 0.123542 0.143293 0.130879 0.133859 0.142408 0.135518 0.137866 0.139615 0.125157 0.150191 0.155615 0.16773 0.177689 0.147781 0.168713 0.264973 0.149421 0.122395 0.11371 0.170031 0.133164 0.130782 0.117952 0.112504 0.109137 0.0947874 0.0941297
threshold=0.16946000000000003 -0.11466499999999999 0.17025000000000004 0.39192500000000002 1.0000000180025095e-35 1.0000000180025095e-35 -0.24436499999999997 0.090205000000000021 0.076175000000000007 0.087830000000000005 0.093235000000000012 0.091770000000000004 -0.15078499999999997 0.09320500000000001 0.093255000000000018 -0.12018999999999998 -0.10096999999999999 0.086260000000000017 -0.11713499999999999 0.097810000000000022 -0.094469999999999985 0.083995000000000014 0.13799000000000003 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0030899999999999994 0.099400000000000002 -0.15202999999999997 -0.43320999999999993 -0.39518999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 27 8 9 10 11 12 26 14 15 -14 17 18 -17 -19 -16 22 23 -18 -23 28 -8 -3 -26 -30
right_child=-2 2 -4 -5 -6 -7 7 -9 -10 -11 -12 -13 13 -15 20 16 21 19 -20 -21 -22 24 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0019701067278785267 0.0032128041609184015 -5.2766645730550806e-05 0.0031694236606339644 -0.0029512740739048179 0.0013337991777369179 -0.0031587758320657444 0.00047635210717335952 0.0027046933206517328 -0.0032110040815871714 -0.003192107385327493 -0.0031899870028730985 -0.0030501743139051919 0.0015792511655767032 -0.0027315879515489635 0.0016077541922372921 -0.0032278820772876312 0.0032292434276738982 -0.0021611291636529965 0.0017444139470497561 0.0005485089058340992 -0.0031930262634557263 -0.0031534042298579658 0.0030781257453015736 -0.0029518905831852405 -0.0031584842057480631 -0.003157245876105498 0.0031221509173495121 0.0030277416267073622 -0.0032137272328857875 0.0015330144431781123
leaf_weight=0.35416132640966669 0.1067670976044609 0.22441451551276259 0.11655846174107853 0.14941940236167273 0.66527448306442227 0.14482491571470735 0.51602388825267542 0.15681490130373266 0.15806683198024973 0.15427050508151285 0.14821587281767268 0.13826616138976522 0.65776336607814156 0.23389120688079845 0.065593708597589284 0.11955683870473865 0.037023175391368568 0.37740152780315828 0.95315939967986096 0.4333530836738646 0.26652902672503831 0.12732556413539031 0.059129320085048676 0.51664426469506286 0.055195930974150875 0.085596867567800494 0.23044298129389063 0.23169146037253074 0.044928809511473933 0.52869656828988953
leaf_count=169 23 32 51 108 235 259 32 34 63 66 31 28 87 129 15 24 3 34 103 17 342 241 2 477 75 124 57 99 4 157
internal_value=0 -0.000151593 -6.68058e-05 -0.000117238 -5.94682e-05 -0.000198542 -0.000132789 -0.000256509 -0.00033512 -0.000256048 -0.000175089 -9.30445e-05 -1.6019e-05 -0.000230243 -9.50636e-05 8.36258e-05 -0.000211091 0.000371056 0.00119024 -0.000712812 -0.00224488 -0.000964908 -0.0019966 -0.00253856 -0.000213823 0.000310077 0.00129314 0.00151206 0.000782059 0.00116123
internal_weight=0 7.95023 7.59607 7.47951 7.3301 6.66482 6.52 6.06389 5.90707 5.74901 5.59474 5.44652 5.30826 4.56179 4.3279 3.99577 3.33801 1.88347 1.07272 0.810755 0.332123 1.45454 0.612797 0.553667 0.841744 0.714418 0.746467 0.456106 0.628821 0.573625
internal_count=3121 3098 2929 2878 2770 2535 2276 2145 2111 2048 1982 1951 1923 1834 1705 1348 1261 178 127 51 357 1083 482 480 601 360 89 131 236 161
is_linear=0
shrinkage=0.00314835


Tree=407
num_leaves=31
num_cat=0
split_feature=1456 1 157 158 2 42 0 0 4 52 52 0 0 49 455 13 133 15 43 12 124 453 16 48 13 3 42 15 151 160
split_gain=0.114422 0.117369 0.126047 0.129374 0.125792 0.118734 0.147017 0.151578 0.142028 0.166628 0.159384 0.137193 0.247837 0.141028 0.13449 0.145247 0.111706 0.107338 0.101544 0.162561 0.13836 0.116761 0.176982 0.100147 0.093883 0.0910835 0.107384 0.0959728 0.0869559 0.0827358
threshold=-1.0000000180025095e-35 0.099195000000000019 -0.084489999999999996 0.084765000000000021 0.14753000000000002 0.091735000000000025 -0.077999999999999986 -0.082974999999999979 -0.49405499999999997 0.10347000000000002 0.11434500000000002 -0.084269999999999984 -0.098289999999999975 -0.087004999999999985 0.081825000000000009 0.41383500000000001 -0.25159999999999993 0.088495000000000018 -0.40263499999999991 -1.0000000180025095e-35 -0.53285499999999997 1.0000000180025095e-35 -0.071854999999999988 0.086260000000000017 0.11596500000000001 0.084940000000000015 1.0000000180025095e-35 0.079055000000000014 -0.033849999999999991 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=28 2 -2 5 16 6 7 11 9 -8 17 12 13 -4 15 -7 -3 -10 -18 20 -20 22 29 25 -19 26 27 -15 -1 -21
right_child=1 4 3 -5 -6 14 8 -9 10 -11 -12 -13 -14 23 -16 -17 18 24 19 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00097933570133948607 -0.0033930855151337461 -0.0031295412068001382 -0.0027122781077520111 -0.0031364344015194202 0.0029576416231926568 -0.0031646081684952344 -0.0033853603596144892 -0.0033708136679581097 0.0025262216172907809 0.0017292804116284654 -0.0019679573165280457 0.002374048526361223 -0.0033726761127026816 0.00046622187124273324 0.0033554319597522949 0.003512297751750733 -0.0027260649881848263 -0.0034528397715774544 -0.0035232002677383621 -0.001376832665151976 0.002712685587285778 -0.002666951348106216 -0.00064952101819191425 -0.00088019758724747796 0.001766344894908454 0.002513556694587504 0.0024870150086096989 -0.0033987805720627532 -0.0033839729747194998 0.001624488014624716
leaf_weight=0.069508331129327416 0.15348911940600363 0.10514724985114376 0.18180419167038042 0.17263881468170428 0.2111959545436547 0.35125467553007172 0.16465054560103443 0.1899722195521466 0.7542715204144772 0.12785877706483006 0.1309050439085695 0.20519851120479859 0.28861060571944097 0.2025708856599524 0.050647695956286043 0.041121937334537506 0.11305275571067008 0.069277157323085703 0.04382011666893959 0.11643984145484865 0.48694277237518857 0.1568381264223716 1.0384054258902289 0.41408822855737526 0.088932281010784209 0.32898020400898531 0.15643008495680988 0.1131319766791421 0.20037213472824067 0.95432580704800962
leaf_count=28 158 22 33 141 111 366 48 303 123 9 46 88 473 50 8 1 13 62 1 30 222 22 228 39 7 31 35 30 260 133
internal_value=0 -3.20016e-05 -0.000403348 -0.000289545 0.000449807 -0.000162208 5.00865e-05 -0.000508604 0.000920301 -0.0011497 0.00150062 -0.000221035 -0.000536947 4.88929e-05 -0.00179946 -0.00246485 0.000274135 0.00199822 0.000397128 0.000523376 0.00219785 0.000131168 0.000339236 0.000461987 -0.000519045 0.00115575 0.000209636 -0.0009188 -0.00226019 0.00129811
internal_weight=0 7.412 4.18583 4.03235 3.22617 3.85971 3.41668 2.08079 1.3359 0.292509 1.04339 1.89081 1.68562 1.39701 0.443024 0.392377 3.01497 0.912481 2.90982 2.79677 0.530763 2.26601 2.10917 1.2152 0.158209 0.801113 0.472133 0.315703 0.26988 1.07077
internal_count=3121 2833 2051 1893 782 1752 1377 1082 295 57 238 779 691 218 375 367 671 192 649 636 223 413 391 185 69 146 115 80 288 163
is_linear=0
shrinkage=0.00336138


Tree=408
num_leaves=31
num_cat=0
split_feature=15 401 156 39 147 1348 14 123 133 42 484 48 130 156 159 12 160 150 1373 39 1 48 3 457 43 43 160 42 401 2
split_gain=0.106796 0.105026 0.102773 0.0963342 0.106411 0.135008 0.146725 0.124117 0.15355 0.12956 0.108939 0.117032 0.107352 0.0922513 0.144183 0.0999035 0.105478 0.184089 0.133683 0.120278 0.124536 0.150706 0.139967 0.145323 0.117068 0.167888 0.114566 0.118333 0.0961535 0.095173
threshold=-0.49307999999999996 0.10076500000000001 -1.0000000180025095e-35 0.16946000000000003 -1.0000000180025095e-35 0.084620000000000015 0.078320000000000015 1.0000000180025095e-35 -0.089569999999999983 -0.088934999999999986 -0.0068949999999999992 0.31656000000000006 1.0000000180025095e-35 0.091255000000000017 0.11792500000000002 0.11650500000000001 -0.090969999999999981 -0.17852999999999997 0.099250000000000019 0.15009500000000003 0.099660000000000012 0.11951500000000001 0.095270000000000007 0.091495000000000007 -0.084004999999999982 -0.0037449999999999996 0.086870000000000017 0.091545000000000015 0.082755000000000009 -0.0091949999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 10 -9 -10 11 -6 13 15 -15 16 17 -12 19 20 22 -22 23 24 -18 -26 27 29 -19 -27
right_child=1 -3 3 -5 5 -7 -8 8 9 -11 12 -13 -14 14 -16 -17 18 28 -20 -21 21 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0029499512847230187 -0.0029395508534903539 -0.0027799143585804627 -0.0029814358714757802 0.0029835588244646999 -0.0023427365678676199 0.0022821895694883328 -0.0026080450279071651 -0.00228983943301443 -0.0010723232893771672 0.0025381110268364602 0.0029959835955522267 0.0030563703571506516 -0.0023745035717477022 -0.0022897272267730232 0.002514318758611583 -0.001444138776110718 0.00098969267240246565 -0.0026967929807147862 -0.0029838265714141714 -0.0029207224126826851 0.0018233079815282306 -0.00039824744027132169 0.0016671177277067296 -0.002987245605745324 -0.0029481994030935849 -0.0024997382386905973 -0.0022364426323590453 -0.0025454155758720402 0.0029632262714080993 0.0010445067390809398
leaf_weight=0.097918111830949672 0.10695117926661613 0.12672879157616979 0.10717406834010024 0.089315861754584946 0.31346058606868599 0.2093950712296645 0.19619078184769012 0.092011154280044138 0.10697206913027912 0.42565590917365614 0.07219934556633234 0.038806512951850891 0.16773685711814312 0.29656710007839127 0.065624969574855641 0.32979205978335802 0.7292353709926841 0.28938924124668108 0.10014216176932667 0.089263427886180469 1.0036434744979486 0.35574156569782633 0.43515378888696421 0.14537681158981275 0.20021284184622445 0.071248905209358782 0.17134950331819709 0.10616491390101146 0.028344203892629594 0.76328012038720683
leaf_count=85 162 161 20 17 401 54 75 17 17 188 4 1 311 169 24 48 185 248 14 7 185 31 23 33 328 25 13 104 3 168
internal_value=0 -0.000133548 -8.63552e-05 -4.27585e-05 -8.18748e-05 -3.6195e-05 -0.000109821 -3.3207e-05 0.00120864 0.001813 -0.000167581 -0.00174796 -6.48748e-05 8.87921e-06 -0.00141929 0.000114649 0.000227367 -0.0012313 0.000363739 0.000446092 0.000521576 0.00124194 0.000148103 -0.000154158 4.75887e-05 -0.000475949 -3.08437e-05 0.000370911 -0.00219188 0.000741913
internal_weight=0 7.23313 7.1064 6.99945 6.91013 6.80296 6.59356 6.39737 0.624639 0.532628 5.77273 0.352267 5.42047 5.25273 0.362192 4.89054 4.56075 0.389933 4.17081 4.07067 3.98141 1.35939 2.62202 2.18687 2.04149 1.31226 1.11204 0.940694 0.317733 0.834529
internal_count=3121 3036 2875 2713 2696 2676 2622 2547 222 205 2325 402 1923 1612 193 1419 1371 255 1116 1102 1095 216 879 856 823 638 310 297 251 193
is_linear=0
shrinkage=0.00293276


Tree=409
num_leaves=31
num_cat=0
split_feature=12 43 42 1 42 483 3 49 4 43 41 158 151 52 52 403 160 49 40 16 150 52 484 3 3 1 1 43 0 49
split_gain=0.505994 0.506452 0.357972 0.395211 0.36012 0.312515 0.304514 0.292247 0.285588 0.252601 0.251682 0.235988 0.23708 0.261294 0.245393 0.248502 0.279029 0.220304 0.212221 0.187964 0.183407 0.259401 0.192516 0.180269 0.225172 0.275745 0.178412 0.175636 0.164781 0.163585
threshold=0.051320000000000005 -0.04890499999999999 -1.0000000180025095e-35 0.13021500000000003 0.091735000000000025 1.0000000180025095e-35 0.31299000000000005 -0.0060549999999999988 0.40473500000000007 -0.40263499999999991 0.078475000000000017 0.084765000000000021 -0.089594999999999994 -0.15275999999999998 -0.057699999999999994 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.074429999999999982 0.13899500000000004 0.25084500000000004 0.096430000000000002 -0.087284999999999988 -0.0068949999999999992 0.095270000000000007 0.084940000000000015 0.095285000000000022 0.099195000000000019 0.18116500000000002 -0.084674999999999986 -0.069799999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 -2 4 5 8 20 -6 10 -1 11 12 -4 27 -15 -16 19 -18 -8 -17 21 -3 -23 24 25 -24 -11 -14 -27 -22
right_child=2 6 3 -5 7 -7 18 -9 -10 26 -12 -13 13 14 15 16 17 -19 -20 -21 29 22 23 -25 -26 28 -28 -29 -30 -31
leaf_value=-0.00018585862492870734 -0.0010239684589999542 -0.0011121960932459292 -0.0011739118726918614 0.0010690618252547897 0.0002634314536651307 -0.001492399948597317 0.0014960382480079248 -0.0013844353577009566 0.0012858684497228793 0.00047653607927774361 -0.0015367060524882324 -0.0015156726881818902 -0.0014939032243290239 0.0010794351384098614 -0.0014906746442137403 -0.0012928731719746085 -0.00089013502894694783 0.00064686385788236304 -0.00097728470121852067 0.0015814367287886261 -0.00064963613727342254 -0.0012134327222557777 -0.00066581804621782513 -0.00040427894701976897 0.0010490255475597099 -0.00016378820259998049 0.001426773062060257 0.0015622687329146466 0.0015269979990425722 0.00060696414230464602
leaf_weight=0.5012573637068275 1.5142183618736451 0.74247211043257255 0.32572267396608401 0.48127720633056004 0.30702340061543498 0.35082869540201489 0.40852412197273213 1.0350327246705999 0.33163502439856518 0.77809978299774207 0.26722487690858532 0.22830521166906681 0.29954349054605689 0.67084641198744099 0.20622355473460796 0.3572010818461443 0.23463167896261428 1.6342288385203527 0.09386326081585139 0.058213714510202408 0.29486148478463281 0.3427792839938778 0.72751685394905707 1.6372418005485085 0.56752228317782272 0.23319986858405173 0.98506573966005817 0.048001915216445923 0.27799526136368513 1.0040924404747782
leaf_count=32 729 104 66 49 30 187 101 480 24 57 31 90 141 61 119 146 21 124 5 1 10 38 70 78 22 14 203 1 36 51
internal_value=0 0.000141261 -0.00037143 -0.000226888 -0.000325038 -0.000142331 -7.40956e-05 -0.00100745 -4.07294e-05 0.000743278 -0.00014233 -5.06199e-05 3.66064e-05 0.000148976 0.000283183 6.87023e-05 0.000209482 0.000453897 0.00103394 -0.000890085 -0.000169616 -0.000310542 -0.000153341 -4.78145e-05 0.000275299 -7.91879e-05 0.00100743 -0.00107179 0.000755686 0.000321717
internal_weight=0 8.59449 8.35016 6.83594 6.35466 5.01261 6.33007 1.34206 4.66178 2.26442 4.33014 4.06292 3.83461 3.50889 3.16135 2.4905 2.28428 1.86886 0.502387 0.415415 5.82768 4.52873 3.78626 3.44348 1.80623 1.23871 1.76317 0.347545 0.511195 1.29895
internal_count=3121 821 2300 1571 1522 1012 529 510 825 292 801 770 680 614 472 411 292 145 106 147 423 362 258 220 142 120 260 142 50 61
is_linear=0
shrinkage=0.00148328


Tree=410
num_leaves=31
num_cat=0
split_feature=1 47 12 52 3 3 376 4 50 133 9 128 48 160 43 15 403 133 0 1212 133 150 49 49 11 16 1 16 0 12
split_gain=0.755833 0.443585 0.396142 0.378557 0.636494 0.533289 0.325825 0.278703 0.28384 0.265017 0.250316 0.247133 0.311983 0.272214 0.233965 0.206016 0.374608 0.301108 0.287939 0.258114 0.206818 0.192095 0.221734 0.288175 0.184994 0.175284 0.173386 0.190909 0.308755 0.227407
threshold=0.10089500000000001 0.087885000000000019 -1.0000000180025095e-35 0.11434500000000002 0.090900000000000009 -0.12018999999999998 0.049360000000000008 -0.17966999999999997 0.10965000000000001 0.0068000000000000014 -0.036024999999999995 0.086435000000000012 0.12879500000000002 -0.079279999999999975 -0.20207499999999998 -1.0000000180025095e-35 -1.0000000180025095e-35 0.083950000000000011 -0.13027499999999997 -0.50120999999999993 0.091410000000000005 -0.23067999999999997 -0.081404999999999991 -0.088694999999999982 0.081365000000000007 0.24134000000000003 0.10781 -0.061854999999999993 -0.20211999999999997 0.092465000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 10 -4 11 24 -7 12 13 -9 -5 21 -17 18 -18 -20 -19 -12 23 -23 -1 -15 -3 28 -28 -30
right_child=1 26 7 14 -6 6 -8 8 -10 -11 15 -13 -14 25 -16 16 17 20 19 -21 -22 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.00049400489329416806 0.00098652432105187857 -0.00078549746218986138 -0.00085030238534882928 0.00033314710603555523 0.00038312338004452696 0.001179606801291535 0.00033719110096597818 -3.5163063245748186e-05 -0.00077070012920451897 -0.0006918000673909058 0.00062248533740231148 -0.00063596649840642764 -0.00030466695918372549 0.00098822786938955139 -0.0010380995400816634 -0.0011007623057308433 0.00050069632668406242 0.00095544558202028838 0.00067940843940927681 -0.00091792742032744355 -0.00019612236382556277 -0.0011187367640455056 -0.0010852617928142666 0.00035982316216524201 -0.00043698138939524594 0.00012684575468806624 -0.00084673122677803492 -0.00040751681633689638 0.00081384391082085826 -0.00022048872548546025
leaf_weight=1.4695262127788731 1.0801829184638334 0.43088061548769507 0.26459072594298083 0.17566799145424739 1.9681680719950225 0.097521598683669164 0.53357122739544127 0.54791292943991887 0.26694148569367815 0.3663335924502461 0.10599751956760917 0.25286767119541753 0.4936451818794011 1.6266870866529632 0.9994078775634978 0.67716265123453956 0.29342844744678598 0.38444149767747138 0.1387245046789759 0.97659929399379075 0.36511951079592109 0.2968413979979232 1.7604999554750957 0.33909006771864425 0.31042123422957946 0.34357310761697579 0.26232696557417523 0.95800685544963893 0.76908470934722595 0.38200322852935642
leaf_count=82 236 31 68 23 95 4 38 43 26 44 5 11 19 161 339 506 14 14 19 291 52 42 714 19 40 17 15 89 44 20
internal_value=0 0.00020137 0.000401024 -0.000244503 -0.000175911 -0.000311491 -0.000479932 0.000234424 0.000315692 0.000156958 -0.000560145 0.000404523 0.00049188 0.00064803 -0.000833105 -0.00059193 -0.000389694 -0.000166599 -0.000465148 -0.00071925 0.000394504 -0.000821081 -0.000884932 -0.000330342 0.000331642 0.00083802 -0.000146056 -2.9871e-05 0.000226096 0.000470587
internal_weight=0 7.6787 4.8764 11.2585 10.0834 8.11528 5.969 3.79622 3.53163 2.14628 5.43543 3.26469 3.01182 2.51817 1.17508 5.3379 2.83548 2.15831 1.40875 1.11532 0.749561 2.50243 2.39643 0.635931 1.77995 1.97026 2.8023 2.37142 1.41341 1.15109
internal_count=3121 780 581 2341 1979 1884 1718 345 277 166 1680 251 240 221 362 1676 896 390 324 310 66 780 775 61 122 178 199 168 79 64
is_linear=0
shrinkage=0.00109578


Tree=411
num_leaves=31
num_cat=0
split_feature=12 1 457 1456 14 132 13 133 16 43 52 52 457 1374 52 52 0 4 16 11 1374 39 2 42 1212 15 4 159 0 4
split_gain=0.625664 0.518856 0.404559 0.39845 0.335383 0.379311 0.465915 0.462962 0.331941 0.327614 0.325462 0.3142 0.299985 0.475593 0.316471 0.344938 0.278902 0.250077 0.275942 0.22903 0.215068 0.249259 0.230318 0.221389 0.213385 0.207109 0.19316 0.190154 0.186102 0.19033
threshold=0.084100000000000022 0.12958500000000003 0.088350000000000026 -1.0000000180025095e-35 0.076175000000000007 0.081465000000000024 -0.072309999999999985 -0.0061299999999999992 -0.25582999999999995 -0.085474999999999982 1.0000000180025095e-35 -0.40306999999999998 0.045365000000000009 -0.08070999999999999 0.096795000000000006 0.19022000000000003 -0.26609999999999995 -0.084134999999999988 -0.079109999999999986 0.081790000000000015 -1.0000000180025095e-35 0.0046100000000000004 0.079055000000000014 -1.0000000180025095e-35 -0.50120999999999993 -0.11713499999999999 -0.51843499999999987 -0.50206999999999991 -0.046359999999999991 0.24564500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 8 -1 5 6 7 -5 10 -9 25 -8 14 -14 16 -16 -13 18 -10 26 -18 22 -22 -23 -19 -2 -20 -26 29 -29
right_child=1 -3 -4 4 -6 -7 11 9 17 -11 -12 12 13 -15 15 -17 20 24 19 -21 21 23 -24 -25 27 -27 -28 28 -30 -31
leaf_value=-0.001320896760695563 -0.00054757768170496314 0.00085108653777843596 0.00071433946722913009 -0.001411769033639265 -0.0010686257689696726 0.0012425537977619858 -0.0016432260794679921 -0.0011979953362506891 -0.0016202246462306657 0.0011539002251707174 -0.001411421851297924 0.0016312155740007602 -0.00055719508660239921 0.0011712493076051827 0.001334373085026562 -0.0004060848267170489 0.0008542449969698773 0.00058568896077774155 -0.0010181814808346409 -0.0016098630383428385 9.351768884540486e-06 -0.00041329601317459451 -0.001083920198793175 0.0013355252298182555 0.00075929017482324846 0.000658195493924492 0.00036073243600245127 -0.0015147756352837719 -0.00014386437205093797 0.00021574314584903205
leaf_weight=0.47133875323925067 0.56328741437755514 0.71934774704277593 0.58726844174088899 0.22730008693179149 0.52430958388140503 0.8753436282277115 0.3034899913473027 0.16262622113572467 0.40327299467753652 2.0216849319986041 0.3827559232013299 0.16530170361511087 0.61721243057399977 1.1742490492761133 0.64027234038803704 0.52804916887544096 0.28259641677140734 0.17750309361144845 0.32825598190538574 0.23942552675725881 0.64197607873940254 0.54447655787225813 2.0646078163990751 0.27783331961836655 0.12032367254141707 1.0131685882806767 1.2091630508366491 2.7079091721971054 0.32779771077912379 0.1717613711953162
leaf_count=77 28 59 51 35 43 92 40 69 207 245 61 5 15 90 25 29 5 26 21 85 31 36 135 67 29 49 93 1332 30 11
internal_value=0 -0.000447268 -0.000560725 0.000114535 0.000175756 0.000237734 0.000146603 0.00075348 -0.000658677 0.000978797 -9.27979e-05 -5.55432e-05 1.39213e-05 0.000575748 -0.000181699 0.000547734 -0.000395996 -0.000853681 -0.000429736 -0.000159542 -0.000483915 -0.000591076 -0.000824606 0.000177577 -0.00111735 0.000227358 6.63191e-05 -0.00120819 -0.001282 -0.00141156
internal_weight=0 8.95124 8.23189 11.5227 11.0513 10.527 9.65168 2.41161 7.64462 2.18431 1.95921 7.24006 6.93657 1.79146 5.14511 1.16832 3.97679 5.68541 2.18012 1.77684 3.81149 3.52889 2.70658 0.82231 3.5053 1.57646 1.53742 3.32779 3.20747 2.87967
internal_count=3121 2082 2023 1039 962 919 827 349 1972 314 138 478 438 105 333 54 279 1834 406 199 274 269 166 103 1428 77 114 1402 1373 1343
is_linear=0
shrinkage=0.00159416


Tree=412
num_leaves=31
num_cat=0
split_feature=1 47 4 3 3 52 43 50 48 14 11 3 43 133 160 474 15 43 1212 13 2 0 150 16 48 15 1 51 15 16
split_gain=0.806943 0.540066 0.444139 0.40945 0.595935 0.422294 0.364305 0.35253 0.367507 0.374263 0.343726 0.316291 0.405951 0.297543 0.292876 0.261828 0.23142 0.378857 0.267318 0.263553 0.231376 0.223085 0.214887 0.235943 0.349456 0.251426 0.204507 0.21821 0.228209 0.178451
threshold=0.10089500000000001 0.087885000000000019 -0.35136499999999998 -0.12018999999999998 -0.055119999999999995 0.11434500000000002 -0.25681499999999996 0.11843500000000001 0.12879500000000002 0.11054000000000001 0.081790000000000015 0.090900000000000009 -0.079109999999999986 0.0068000000000000014 -0.40698999999999991 -0.14697499999999997 0.040760000000000005 -0.084004999999999982 -0.50120999999999993 -0.0034749999999999994 0.08622500000000001 -0.11242999999999999 -1.0000000180025095e-35 -0.061854999999999993 0.11454000000000002 -0.055554999999999993 0.086560000000000012 0.084745000000000015 -1.0000000180025095e-35 -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=3 2 -2 10 16 11 -4 8 9 14 13 12 -6 20 -8 -16 -5 19 -19 -18 -1 -20 -3 24 -24 -25 27 28 -14 -13
right_child=1 22 6 4 5 -7 7 -9 -10 -11 -12 29 26 -15 15 -17 17 18 21 -21 -22 -23 23 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00026121234796906218 -0.00099976018390829932 -0.0011356884415801244 -0.00099883509551818624 -0.0011897311635343613 0.00059594390247803483 -0.0011734312330022403 -0.00089542460921366869 -0.00071484590933678456 -0.00023651501915404998 -0.00057502730032467397 -0.0011133690626330193 -0.00032767829978856423 -0.0013380843654610746 -0.0005702800954385318 -0.00053097815113057494 0.0011119387304790668 0.00065516321443172634 0.0006308920066799954 0.0014008587031306306 -0.00076515253564954453 0.00085932082500940379 -0.0013376304565417465 -0.00021347906673592796 -0.0011780648357307877 0.0010420604553443571 4.3889727457153183e-05 -0.0011045721085252277 0.00081890073517738079 5.4996976560839681e-05 0.00059500960199198758
leaf_weight=0.42279325739946205 0.34321632632054377 0.39013690873980555 0.25251881731674064 1.7269738962349936 0.63656382169574532 0.61783625942189235 0.1422717340756211 0.32065161340869952 0.61690906155854452 0.2964445340912788 0.32663603336550284 0.47749001788906786 0.3718818049528636 0.49329822609433893 0.17744035273790437 3.573495046875903 0.57066790037788451 0.15488776704296281 0.054318267852066948 0.37880890513770182 1.3356346768559886 1.1365068408777044 1.1141191102797168 0.56810011039488051 0.5913927402580158 0.60695072915404957 0.84938544803298999 0.25849006953649223 0.45646630058763793 1.5544708145316688
leaf_count=37 76 20 8 822 57 52 12 25 22 6 50 18 66 45 2 430 57 20 1 110 61 776 40 70 42 27 45 12 35 77
internal_value=0 0.00021167 0.000456225 -0.000313023 -0.000442762 -0.000148625 0.000549114 0.000625351 0.000714757 0.000854828 0.000152157 -1.11225e-05 -0.000318595 0.000335734 0.000963703 0.00103422 -0.000824685 -0.000550012 -0.00100052 8.85056e-05 0.000589902 -0.00121272 -0.000216244 -9.17161e-05 0.000221884 -0.000546887 -0.000619265 -0.000239987 -0.000570418 0.000378187
internal_weight=0 8.99365 5.72295 11.8231 9.24475 5.22258 5.37973 5.12721 4.80656 4.18965 2.57836 4.60475 2.57279 2.25173 3.89321 3.75094 4.02216 2.29519 1.34571 0.949477 1.75843 1.19083 3.2707 2.88056 1.70551 1.17505 1.93622 1.08684 0.828348 2.03196
internal_count=3121 780 581 2341 2148 362 505 497 472 450 193 310 215 143 444 432 1786 964 797 167 98 777 199 179 82 97 158 113 101 95
is_linear=0
shrinkage=0.00132011


Tree=413
num_leaves=31
num_cat=0
split_feature=1 47 4 484 42 128 50 1374 160 0 48 14 160 0 4 16 457 4 150 16 1 376 1374 475 1212 401 150 2 3 15
split_gain=1.02408 0.558086 0.579675 0.481969 0.476845 0.471299 0.468214 0.405668 0.425463 0.435473 0.394633 0.422871 0.384156 0.337284 0.359166 0.328987 0.377105 0.422634 0.300429 0.442849 0.288022 0.311845 0.287488 0.315205 0.367643 0.282517 0.330253 0.268447 0.312779 0.265614
threshold=0.094385000000000011 0.087885000000000019 -0.17966999999999997 -0.0068949999999999992 -1.0000000180025095e-35 0.086435000000000012 0.11610000000000001 -0.094929999999999987 -0.091944999999999985 -0.23091999999999999 0.12879500000000002 0.11054000000000001 -0.40698999999999991 -0.060129999999999996 -0.49405499999999997 -0.51370499999999997 0.082380000000000009 -0.083854999999999985 -1.0000000180025095e-35 -0.056919999999999991 0.090405000000000013 0.091135000000000008 -0.08070999999999999 -0.083709999999999993 -0.50120999999999993 0.082755000000000009 -0.22665999999999997 0.10855000000000002 -0.086049999999999988 0.035560000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 20 6 10 -6 25 -10 11 12 -4 15 -15 -11 17 -17 -3 -20 21 -5 -19 -24 -25 26 -9 -16 -29 -14
right_child=1 18 5 4 7 -7 -8 8 9 13 -12 -13 29 14 27 16 -18 22 19 -21 -22 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0011333059740732401 -0.00076704692070809924 -0.00098541391509416026 -0.00075126579401296289 -0.0010035496644046897 -0.001191513527072349 -0.00069495766542481741 -0.00072429751143254805 0.0012289512180491107 0.0011008387070410308 0.00067728767846775436 -0.00025087486843637858 -0.000588448309433248 0.00092804881788308841 -0.00048183249760745997 0.00073605505499272511 0.00038687061839244976 0.00028207583453833255 0.0011804566408742312 0.00023722748773183502 -0.0005776798244689393 0.00044839564735392083 0.00057811436005956486 0.00039002875649118361 0.0006137535532425558 -0.0010397440688313146 0.0011106969717969077 -0.0011426364306654376 0.00056374911510432971 -0.0011537272173377708 0.00018141969835931536
leaf_weight=0.85340221447404374 0.55805651040282089 0.5161739473696797 0.20391886524157588 1.8046198489028022 0.44425444118678292 0.44394384429324407 0.36966732004657377 0.080484040081501007 0.42459318786859146 0.43443011073395243 0.64713470684364427 0.31257210089825083 4.0946899453410861 0.63422567944508079 1.4577836128883186 0.52892887184861725 0.92732457444071759 0.097471668384966459 2.2152786573860794 1.3458348299609499 0.23394104372709978 0.17135680746287096 0.26024014415452024 0.1831897342344736 2.1515334878931869 0.092173624667339027 0.87665860820561359 0.30404158867895603 0.23680656001670275 0.70052443793974806
leaf_count=397 103 22 16 657 38 33 39 1 9 17 19 8 436 38 38 37 39 2 107 102 29 6 50 16 506 4 236 6 52 58
internal_value=0 0.000145758 0.000330585 -0.000321261 -0.000260172 0.000421031 0.000499317 -0.000147178 -9.37878e-05 -1.90974e-06 0.000575226 0.000675872 0.000754924 -6.67962e-05 0.00025281 -0.0002504 -0.000347543 -0.000528789 -0.000186541 -7.07466e-05 -0.000727205 -0.000866388 -0.00070867 -0.000779629 -0.000910005 -0.000762796 -0.000943215 0.000485933 -0.000188236 0.000818975
internal_weight=0 11.4078 7.33051 12.1975 11.3441 6.77245 6.32851 9.13414 8.68989 7.64057 5.95884 5.31171 4.99913 7.21598 2.63286 4.58312 4.14869 3.22136 4.07729 3.56111 2.20992 1.97598 2.69244 2.59496 2.33472 1.04932 0.957143 1.99863 0.540848 4.79521
internal_count=3121 943 712 2178 1781 609 576 1089 1051 810 537 518 510 801 134 667 650 611 231 209 692 663 574 572 522 241 237 96 58 494
is_linear=0
shrinkage=0.00112046


Tree=414
num_leaves=31
num_cat=0
split_feature=1 0 12 3 40 15 3 52 0 2 133 151 16 151 1456 47 42 160 4 16 2 3 12 15 12 4 13 3 151 456
split_gain=1.03099 0.673624 0.51702 0.515637 0.469586 0.410299 0.384017 0.357473 0.391498 0.329627 0.308307 0.31344 0.501938 0.31685 0.305936 0.293383 0.28601 0.256859 0.266019 0.515654 0.266345 0.305368 0.254783 0.397206 0.425146 0.285752 0.533877 0.323992 0.24734 0.241861
threshold=0.090405000000000013 -0.060129999999999996 -0.054684999999999991 0.31299000000000005 0.57330500000000006 -0.020484999999999996 0.013900000000000001 -0.43320999999999993 1.0000000180025095e-35 0.081135000000000013 -0.40071499999999999 -0.40381499999999992 -0.54165499999999989 -0.092724999999999988 -1.0000000180025095e-35 0.085270000000000026 -0.0060199999999999993 -0.090764999999999985 -0.49405499999999997 0.38525000000000004 0.10731 -0.116045 0.088615000000000013 0.090455000000000021 0.086850000000000024 -0.083854999999999985 -0.07743499999999999 -0.097604999999999983 -0.0038099999999999996 0.08777500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 4 7 5 16 22 -4 10 -8 -9 -12 -13 -14 -15 17 -2 -3 19 -19 -20 -22 23 25 -25 26 -1 -27 -11 -16
right_child=2 15 3 -5 -6 -7 9 8 -10 28 11 12 13 14 29 -17 -18 18 20 -21 21 -23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=0.0013118259189533364 -1.0816729770580147e-05 -0.0015831456503628168 -0.0015578449130143513 0.0015691241175462768 -0.0017020229417559433 -0.00052825052844321439 0.0012597909936376093 -0.0016362163088597128 0.001085144136644718 0.00012278517067952329 -0.0015864126979683668 0.001589976870694646 0.0013083382151595198 -0.0015885102009670731 -1.585196064722044e-05 0.0012343438990556753 0.0015495042497493069 -0.0016075909412637365 0.00072061979227926274 0.00076276093358949696 0.00058273585516749836 -0.0015738097064572347 -0.0015082259544295757 -0.0015654384670166091 0.0012766437155921548 -1.0140691768809542e-05 -0.0015552274104054589 -0.0015193608864928776 -0.0011096145327371106 -0.0012340924981850577
leaf_weight=0.32325153634883463 0.34367359604220893 0.26401402929332185 0.37600683199707141 0.47778473747894246 0.16818637214601029 0.36331288097426218 0.31600787991192181 0.30567444325424276 0.71158832334913391 0.80625546327792097 0.30777250602840922 0.45202383585273587 0.36978812678716533 0.34255709720308924 6.4508282038732672 0.43505844776518632 1.5557856390951199 0.55898581724613983 1.3464422011747967 0.36253398098051548 0.3135869791731245 0.31575159734347757 1.6187017498887142 0.18294725788291533 0.40600620832992718 0.41519433446228537 0.30011115770321328 1.903040709905327 0.75620690255891521 0.41565239336341608
leaf_count=45 29 29 125 64 3 34 9 30 62 28 19 32 16 55 394 22 232 52 35 6 6 87 737 52 27 30 170 621 44 26
internal_value=0 -0.000502322 0.000151865 -8.9488e-07 0.000793433 0.000978914 -0.000781155 -7.79746e-05 -1.84995e-05 -0.000182062 -0.00010935 -5.33788e-05 5.3728e-06 -8.91377e-05 -0.000160821 4.25494e-05 0.00126719 -0.000121465 1.17297e-05 -0.000675074 0.00033206 -0.000499246 -0.000999707 -0.000766559 0.000393805 -0.000998881 -6.84856e-05 -0.00124906 -0.000473677 -8.95964e-05
internal_weight=0 10.6241 12.6406 10.2097 2.43096 2.26277 7.02772 9.73189 9.35588 1.87847 8.6443 8.33862 8.03085 7.57883 7.20904 3.59637 1.89946 3.16131 2.8973 0.92152 1.97578 0.629339 5.14925 3.53055 0.588953 2.9416 0.623363 2.31824 1.56246 6.86648
internal_count=3121 2000 1121 823 298 295 1763 759 634 81 572 542 523 491 475 237 261 215 186 58 128 93 1682 945 79 866 215 651 72 420
is_linear=0
shrinkage=0.00154795


Tree=415
num_leaves=31
num_cat=0
split_feature=1213 475 1456 1425 15 480 11 1374 50 1213 128 1 157 484 49 49 133 43 52 42 42 2 160 16 16 0 13 16 455 4
split_gain=0.122122 0.128211 0.120015 0.119813 0.15202 0.122966 0.12119 0.116863 0.114461 0.111333 0.113757 0.121226 0.140392 0.138511 0.130089 0.243839 0.12733 0.1209 0.144148 0.148967 0.142213 0.181709 0.156838 0.1179 0.117497 0.180531 0.100271 0.116346 0.0951802 0.0925291
threshold=-1.0000000180025095e-35 -0.086004999999999984 -1.0000000180025095e-35 1.0000000180025095e-35 -0.24436499999999997 0.084710000000000021 0.087830000000000005 0.10637000000000001 0.11843500000000001 0.10210000000000001 0.11669000000000002 0.10060500000000001 -0.084489999999999996 0.08660000000000001 -0.043469999999999995 -0.006494999999999999 -0.083244999999999986 -0.15582499999999996 0.11434500000000002 -1.0000000180025095e-35 0.091735000000000025 0.089885000000000007 0.083670000000000008 -0.081414999999999987 0.071345000000000006 -0.20211999999999997 0.18141000000000002 0.25792000000000009 0.091990000000000016 0.09173000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 8 6 7 9 -4 10 11 12 -6 17 -13 -16 -17 26 19 -19 21 22 23 -21 25 -18 -14 -28 -22 -26
right_child=2 -3 3 -5 5 -7 -8 -9 -10 -11 -12 14 13 -15 15 16 24 18 -20 20 28 -23 -24 -25 29 -27 27 -29 -30 -31
leaf_value=0.0033351305310849381 -0.0021809169688040784 -0.0029391134804107022 0.0023642005215144019 -0.0034354254246397663 -0.0033311328276643829 -0.0033189971799698868 -0.0023094493482066552 -0.0030227871169046135 -0.0014440864789651104 -0.0033131195933230263 -0.0033836660163714953 0.002083014147268269 0.0025064071603809008 0.0019294124994119572 -0.0029984420483411536 -0.001875562148385974 -0.00076571002540654336 -0.00248676485724296 -0.0028910267733292605 0.0015389116502199064 -0.0033344774888456946 0.0011657539770443418 -0.0031387408607305815 -0.0014023512252861734 -0.0019656130080658698 0.0027238771550575328 -0.0033259208376029371 0.0016524895264089217 0.0033325081512889454 0.0016044493463209907
leaf_weight=0.040761349722743034 0.27218938155419881 0.273887473369541 0.4918914925365242 0.10587293525168195 0.13927775168849654 0.12237542865477724 0.23461523694277264 0.12743384696659621 0.10418978764209896 0.098384762837667838 0.093656742792518233 0.68905892812472336 0.30403879898949604 0.38070671520108579 0.20450937212444853 0.1623804601840676 0.21390837291255582 0.27945201819966525 0.24028439872199658 0.29395577510877158 0.18593591487297079 1.1906000616145318 0.23364791695348686 0.29998507124400764 0.18726492076530121 0.65931275220646002 0.088900549497338943 0.12040036846883595 0.026674760330934078 0.13691333308815956
leaf_count=4 258 487 230 75 114 197 70 25 14 122 34 179 43 85 17 14 16 301 145 30 156 108 65 117 52 102 43 9 5 4
internal_value=0 -0.00212631 -2.8385e-05 5.06233e-05 0.000101115 -4.07152e-05 2.01501e-05 0.000106132 0.00169855 0.000170141 0.000226039 0.000282037 -7.88915e-05 4.53929e-05 0.000888114 0.000361769 0.000867141 -0.000174364 -0.000448797 -0.000215023 6.95575e-05 0.000340045 -0.000847852 5.33513e-05 0.00123908 0.00186905 0.00129608 -0.00046209 -0.00249802 -0.000457834
internal_weight=0 0.314649 7.68782 7.41563 7.30976 6.71367 6.5913 6.35668 0.596081 6.22925 6.13086 6.03721 3.78386 3.64458 2.25335 1.56429 1.35978 3.26388 2.75054 2.51025 2.2308 2.01819 0.827589 0.593941 1.1974 0.873221 0.51334 0.209301 0.212611 0.324178
internal_count=3121 491 2630 2372 2297 2053 1856 1786 244 1761 1639 1605 1221 1107 384 205 188 1022 927 782 481 320 212 147 174 118 95 52 161 56
is_linear=0
shrinkage=0.00330062


Tree=416
num_leaves=31
num_cat=0
split_feature=12 1 132 133 13 448 15 47 148 52 38 457 1 2 51 48 1 4 13 52 3 159 4 4 12 0 41 4 1 0
split_gain=0.116114 0.160122 0.143484 0.12091 0.193768 0.173549 0.142012 0.130888 0.117699 0.115247 0.122065 0.109221 0.0999663 0.0984419 0.119074 0.108989 0.0981236 0.165749 0.0973567 0.142331 0.128723 0.125441 0.0871489 0.0860607 0.0921022 0.101315 0.110907 0.103292 0.172678 0.138919
threshold=0.084100000000000022 0.13075500000000004 0.081465000000000024 -0.0084449999999999994 -1.0000000180025095e-35 -0.081729999999999983 0.024640000000000006 0.092710000000000015 -0.043434999999999994 0.26521500000000003 0.13905500000000001 0.088350000000000026 0.14089500000000002 0.083215000000000011 -0.070629999999999984 0.086260000000000017 0.077845000000000011 -0.082769999999999982 -0.091904999999999987 0.11434500000000002 -0.086554999999999979 -0.50206999999999991 -0.059649999999999988 0.50996500000000011 0.11650500000000001 0.11070500000000001 0.078570000000000015 -0.15464999999999998 0.089875000000000024 -0.057069999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 3 -1 5 -5 7 8 -6 10 16 18 -9 -10 -15 22 17 -7 19 -2 23 -22 -16 24 25 26 27 -20 29 -29
right_child=1 -3 -4 4 6 9 -8 12 13 -11 -12 -13 -14 14 15 -17 -18 -19 20 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0021286233945646215 0.00029795584243144527 0.0021061284327193223 0.0023881278810631906 -0.003419483081981181 0.0030212976001723281 0.0032713056842711627 -0.0026000036954874775 -0.0024972392706291628 0.0020426878764925578 -0.0029180013063998425 -0.0036307584766676715 0.001492782240556811 0.00081226646218068854 -0.0026090562425620284 -0.00032413523230438973 -0.00074271774748268951 0.0033539762150653928 -0.0025934234512648125 0.0032872012813079158 -0.0035441882444284625 0.0027043577500620529 -0.0032829851307633294 0.002370192110311654 0.0035012845249330175 -0.0035087206731428495 -0.0035324223415889055 -0.0035609618354804358 -0.0034925753674164678 0.0018277644035747517 0.0018263943111332707
leaf_weight=0.28156546971149499 0.91893179944600045 0.24251473374897603 0.35124796890886489 0.078148668006179256 0.19238131018937643 0.13286784387310036 0.27681742701679457 0.37127889464318276 0.28236716787796456 0.054610033985227346 0.040114328265190125 0.2259360730240586 0.15722479613032192 0.21249135331891045 0.24385061577777389 0.69077121338341385 0.58093956949596759 0.10393761250452371 0.11954645186779078 0.13365096498455387 0.045829233014956894 0.55724440941776132 0.35940618351742082 0.052830489818006643 0.15682819313951768 0.12461107848503161 0.10064001784485299 0.22038778942442139 0.25555096346215578 0.081359500356485093
leaf_count=120 179 55 105 8 35 28 60 61 30 9 1 51 8 59 21 42 290 104 13 45 25 1123 58 9 19 78 21 395 59 10
internal_value=0 -0.000612585 0.000255105 7.0512e-05 0.000234443 0.00155593 -0.000235338 2.54751e-05 0.000435782 0.00198205 0.00229398 -0.00083285 -0.00151269 0.000157729 -0.000195569 0.000200748 0.00258461 0.000697184 -0.00102272 -0.000189898 -0.00153391 -0.00282799 0.00128108 -0.000831939 -0.00104813 -0.000620356 -0.000153626 0.000353011 -0.000276404 -0.00205843
internal_weight=0 3.23586 4.41002 4.05877 3.77721 0.990618 2.78659 2.50977 1.98127 0.912469 0.857859 2.99335 0.528504 1.78889 1.50652 1.29403 0.817745 0.236805 2.76741 1.05258 1.71483 0.603074 0.603257 1.11175 1.05892 0.902096 0.777485 0.676845 0.557298 0.301747
internal_count=3121 2082 1039 934 814 440 374 314 245 432 423 2027 69 210 180 121 422 132 1976 224 1752 1148 79 604 595 576 498 477 464 405
is_linear=0
shrinkage=0.00347875


Tree=417
num_leaves=31
num_cat=0
split_feature=2 123 31 484 403 475 1447 453 13 13 15 1426 1 0 11 1348 43 1213 457 160 151 1 52 15 16 160 457 4 12 150
split_gain=0.10845 0.129737 0.120798 0.107027 0.112617 0.112787 0.10699 0.108968 0.105575 0.119611 0.110797 0.124431 0.139791 0.139926 0.179713 0.103252 0.106465 0.0993576 0.095624 0.109918 0.0940947 0.0940425 0.163732 0.144157 0.101436 0.100141 0.146555 0.140038 0.143441 0.105524
threshold=0.098035000000000011 0.08592000000000001 -1.0000000180025095e-35 -0.068929999999999977 -0.081904999999999992 -0.086424999999999988 -1.0000000180025095e-35 0.10564500000000002 -0.53104499999999988 -0.47860499999999995 -0.074054999999999996 -1.0000000180025095e-35 0.091785000000000019 -0.23194499999999998 0.090920000000000015 0.089175000000000018 -0.084999999999999978 -1.0000000180025095e-35 -0.23144499999999998 0.31396500000000005 -0.08483499999999998 0.12958500000000003 -0.12005499999999998 -0.11713499999999999 0.51524500000000006 -0.091944999999999985 -0.0029299999999999994 0.24564500000000003 0.10124000000000001 -0.22665999999999997
decision_type=2 2 2 2 2 2 2 2 2 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 -5 -2 8 -8 -10 11 -11 -13 -14 -15 16 -12 -6 -18 20 -20 22 -19 -24 -23 29 -27 28 -28 -25
right_child=1 -3 3 4 17 -7 7 -9 9 10 15 12 13 14 -16 -17 18 21 19 -21 -22 24 23 25 -26 26 27 -29 -30 -31
leaf_value=0.0036531103449220503 -0.003630414437109708 0.0029295328577512757 -0.0034650444006585433 0.0034577420427516713 -0.0036020495045350882 -0.0034833706657093557 -0.0029094848787964899 -0.0035000267878162708 0.0036803533069669691 -0.003784330895535148 0.0013199094053749068 -0.0035983134327634727 -0.0010241942771378062 0.0034940517134605421 -0.0018638957025415366 0.0036764730220111351 0.003439778660492508 -0.0035029867085614938 0.0025164564824914949 0.0029091713912716543 -0.0020493829919345837 0.0037213242011158078 -0.002534122678782219 0.0036706611875461739 -0.00024103579881841776 -0.002760227861750883 0.00049184793206609359 0.003245943850916322 -0.0036630207259402917 -0.0028660653535690474
leaf_weight=0.089441563119180389 0.091513332081377352 0.24266347152297374 0.15829872239555687 0.034408151608658955 0.11326718322743579 0.24848473203746824 0.11499192443443629 0.093080445891246089 0.15388052516209638 0.057270958088338375 0.3178113691028579 0.060458270949313442 0.15487924113404006 0.58889934186299797 0.093677001801552251 0.081718184024794138 0.057093865470962957 0.20202061976306218 0.06291902116209025 0.072066371729306411 0.78907350030202683 0.15804280279553484 0.29938069736090334 0.03687781747430563 0.17663427069783211 0.18566434473905502 2.0001430887496063 0.2258032249228562 0.11335494241211552 0.23544891127676448
leaf_count=83 49 116 304 6 266 425 9 11 24 6 84 121 21 154 14 16 3 180 15 15 291 42 71 2 11 53 475 19 33 202
internal_value=0 0.000409617 -0.000478711 -0.000566957 -0.000453106 -0.00263913 0.000190392 0.000319998 0.000456507 0.000611969 0.000409832 0.00135066 0.00167819 0.00205911 0.00275873 -0.000241055 -0.000487508 -0.000288049 -0.00107296 -0.00135178 -0.0017122 -0.000184738 -0.000368866 -0.000164402 0.00163009 8.92175e-05 0.000312485 0.000556358 0.000269007 -0.00198088
internal_weight=0 3.032 4.27727 4.18783 4.02953 0.282893 2.78933 2.69782 2.60474 2.48975 2.33587 0.955185 0.897914 0.837456 0.682576 1.38068 1.29896 3.74664 0.981153 0.924059 0.851993 3.63337 3.29869 3.09667 0.334677 2.79729 2.52497 2.3393 2.1135 0.272327
internal_count=3121 949 2172 2089 1785 431 833 784 773 764 740 316 310 189 168 424 408 1354 324 321 306 1088 1035 855 53 784 580 527 508 204
is_linear=0
shrinkage=0.00359311


Tree=418
num_leaves=31
num_cat=0
split_feature=39 42 2 376 1456 151 4 150 160 42 475 47 402 156 48 14 1373 15 148 3 133 15 13 483 48 160 1 401 2 4
split_gain=0.102978 0.107385 0.111538 0.105006 0.111143 0.101205 0.150709 0.115382 0.183658 0.104084 0.145819 0.105152 0.107434 0.10235 0.0954688 0.099617 0.095136 0.0996545 0.104951 0.115724 0.189286 0.112841 0.111677 0.107346 0.0880238 0.136456 0.0854402 0.0830519 0.0802663 0.0791553
threshold=0.16946000000000003 -0.26584999999999998 0.17025000000000004 0.048375000000000008 1.0000000180025095e-35 -0.40381499999999992 0.27834500000000006 -0.22665999999999997 -0.091944999999999985 -1.0000000180025095e-35 -0.082139999999999991 0.11518500000000002 -0.50169499999999989 0.091255000000000017 0.12230500000000001 -0.46885499999999997 0.099250000000000019 -0.095869999999999983 1.0000000180025095e-35 0.092670000000000016 0.093615000000000018 -0.074054999999999996 -0.13710499999999998 -0.06916499999999999 0.093015000000000014 0.088020000000000015 0.09253500000000002 0.082755000000000009 0.11411 -0.083854999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 -7 27 10 -10 12 -12 16 15 -8 17 -11 19 20 22 -21 -19 -24 25 29 -5 -9 -23 -25
right_child=-2 2 -4 26 -6 6 14 8 9 13 11 -13 -14 -15 -16 -17 -18 18 -20 21 -22 28 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0032550188212775609 0.0032660180312949023 -0.0030118443053714365 0.0032159121474111168 5.7433188105157573e-05 -0.0032159695838175342 0.0025312402403945707 -0.00083417273172378356 -0.003096018889593551 0.0028056232392031952 -0.0010168866195600231 0.0015350338293684475 0.0010424587778848542 -0.0031092012453802988 -0.0019229133935789594 -0.0020746156818003745 0.0022135453448943777 -0.0032601340372350246 -0.002315172919312465 -0.0032739641007474467 0.0031542526134335524 -0.0032398803670537451 0.0015526594853815135 -0.0032435762264067408 0.0019533128036379362 0.0028822379952191369 -0.0024452856153032048 0.0028159900933946093 0.002474875273791225 -0.00078248942139144771 0.00028873028444061734
leaf_weight=0.11178480726084661 0.092599221708951407 0.12754345587745763 0.10353768855566148 0.24963468045461912 0.12703694740412164 0.14185894117690612 0.13827248617599253 0.32499856757203804 0.074906088579155039 0.60131774118053716 0.058112503815209493 0.10056440843618475 0.43110152391454892 0.27621640838333394 0.081546256318688393 0.54427347543241911 0.084710052266018354 0.14736986902426163 0.077480378095060476 0.27776101595372893 0.16256078086735204 0.42313197428302363 0.071955435458223582 0.43134159420151241 0.17881290715013154 0.14577921636373492 0.21472708266082918 0.030057440977543592 0.23559917754027992 0.92041321838405388
leaf_count=18 23 56 54 23 267 11 29 316 23 118 22 17 641 173 10 196 14 31 19 26 200 49 65 58 40 44 135 11 20 412
internal_value=0 -0.000137935 -8.65626e-05 -0.000137757 -0.000247653 -0.000185711 -0.000125233 -0.000320756 -0.000400804 -0.000232793 -0.00140846 -0.00194368 -0.00255752 -3.90991e-05 0.00120438 0.00159613 9.93544e-05 0.000176823 0.000410466 0.00050579 8.06267e-05 0.00144022 0.000365372 0.000591324 0.000755933 0.000502042 0.00133303 -0.00262441 0.000717479 0.000819894
internal_weight=0 6.89441 6.78262 6.67908 6.21472 6.08768 5.96014 5.19605 5.05419 4.69913 0.664685 0.589778 0.489214 4.03445 0.764092 0.682546 3.75823 3.67352 3.07221 2.99473 2.05823 0.936492 1.89567 1.7483 1.67635 1.49753 0.464362 0.355056 0.658731 1.35175
internal_count=3121 3098 3080 3026 2868 2601 2545 2310 2299 1972 703 680 663 1269 235 225 1096 1082 964 945 850 95 650 619 554 514 158 327 69 470
is_linear=0
shrinkage=0.00320641


Tree=419
num_leaves=31
num_cat=0
split_feature=4 403 151 474 4 11 1456 1213 480 475 133 1 52 42 3 52 151 48 4 52 2 2 133 3 11 150 13 4 452 151
split_gain=0.454726 0.368311 0.353675 0.332597 0.325027 0.300004 0.318477 0.301955 0.305548 0.2193 0.219197 0.227739 0.234396 0.257257 0.232603 0.325632 0.222471 0.203788 0.249791 0.237407 0.198068 0.252564 0.216503 0.25453 0.18872 0.268971 0.187873 0.174439 0.1744 0.169474
threshold=0.27287000000000006 -1.0000000180025095e-35 -0.27559499999999998 -1.0000000180025095e-35 -0.15764999999999998 0.081790000000000015 -1.0000000180025095e-35 -1.0000000180025095e-35 0.084710000000000021 1.0000000180025095e-35 -0.25159999999999993 0.10089500000000001 -0.15275999999999998 0.092860000000000012 -0.12018999999999998 0.11434500000000002 -0.090369999999999992 -0.089099999999999999 0.033845000000000007 -0.24456499999999998 0.088930000000000023 0.084055000000000005 0.083950000000000011 -0.078934999999999991 0.088710000000000011 -1.0000000180025095e-35 -0.020934999999999999 -0.52556499999999995 0.085195000000000007 -0.086379999999999985
decision_type=2 2 2 2 2 2 2 2 2 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 28 -8 9 10 -9 12 -12 14 -14 16 -16 -13 19 -19 21 22 23 -18 25 -5 -20 -15 -3 -6
right_child=2 5 3 24 29 -7 7 8 -10 -11 11 17 13 27 15 -17 20 18 26 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.001065843104817685 -0.0015024089205993504 -0.0016066089321015249 -0.0017981579794041662 -0.00063796167386937245 0.0012254321176950532 -0.0012976290614308029 -0.0016019400557375477 -0.0012254256190298032 -0.0016074868160543179 -0.0014919291320956158 -0.0013494831760774938 -0.001003429402312146 0.00085593270066827178 0.00076621782490511939 -0.0011747629535179996 -0.0013854159840866436 -0.0016041734029407174 -0.00030963602305479171 0.00080662333767091848 0.001297985954058251 0.00053411062155279726 -0.0010245318756236003 0.0014722402265087851 0.00037096453870637399 -9.7949184700996814e-05 0.0013856594659086422 -0.00026688889770375412 -0.0016397449549249311 0.0016712397929490956 -0.0014729249750742681
leaf_weight=0.16557161812670518 0.19319023215211961 0.45522363932104148 0.12241169298067767 0.18876293115317877 0.062452022335491963 0.52594056061934757 0.29466976592083582 0.30268971726763361 0.28075337753398422 0.2214776453329258 0.32418481330386573 0.22282677527982775 0.93861208000452379 0.097494160756468773 0.31340892316074231 0.40028922440251324 0.2230775773641569 0.28179798997007344 0.67513916711322952 1.3384356580791061 2.2156539067218546 0.59527934662764881 0.27941478427965194 0.63880159033583062 0.382905650185421 1.4080075151578053 1.0645153104560447 0.35237108141882334 0.04521990567445755 1.0622563667566272
leaf_count=13 15 245 3 13 9 122 194 128 164 53 136 11 54 2 83 114 69 30 36 180 138 112 17 36 30 291 32 77 1 713
internal_value=0 -0.000208082 0.000558853 0.000748292 -0.00101654 -0.000121781 -6.82905e-05 -1.20909e-05 3.1423e-05 7.53056e-05 0.000109124 0.000149676 -3.07174e-05 3.98963e-05 0.000132865 -1.25899e-05 0.000116237 0.000470844 0.000568618 0.00101838 0.000218612 -0.000183925 0.000254521 -0.000140254 0.000905749 0.00114644 0.000149728 -0.00111833 -0.00131042 -0.00132309
internal_weight=0 13.3776 2.29528 2.10209 1.29028 12.0873 11.5613 11.0609 10.7662 10.4855 10.264 9.9613 6.37859 6.0544 5.60454 4.66593 4.26564 3.58271 3.35989 1.62023 3.95223 1.73657 1.14129 0.861879 1.97968 1.59677 1.73965 0.449865 0.500444 1.12471
internal_count=3121 2769 352 337 735 2034 1912 1666 1472 1308 1255 1127 838 702 623 569 455 289 278 210 372 234 122 105 334 304 68 79 246 722
is_linear=0
shrinkage=0.0015919


Tree=420
num_leaves=31
num_cat=0
split_feature=1 47 12 0 0 0 43 13 4 14 403 42 49 4 151 128 50 52 0 1 133 3 49 48 16 4 1 16 0 13
split_gain=0.742634 0.454228 0.430453 0.372507 0.453156 0.487131 0.514576 0.471461 0.414259 0.411489 0.369247 0.392701 0.316772 0.308077 0.252195 0.270551 0.329564 0.311905 0.342585 0.205423 0.373014 0.221355 0.254363 0.191823 0.186877 0.184784 0.180406 0.2653 0.292651 0.242057
threshold=0.10089500000000001 0.087885000000000019 -1.0000000180025095e-35 0.062580000000000011 -0.10096999999999999 -0.084269999999999984 -0.084004999999999982 -0.090639999999999984 -0.49405499999999997 0.062655000000000016 -0.088999999999999982 -0.095859999999999987 0.0065400000000000015 -0.17966999999999997 -0.40381499999999992 0.086435000000000012 0.10616500000000001 -0.07167999999999998 -0.14116499999999996 1.0000000180025095e-35 0.091250000000000012 -1.0000000180025095e-35 -0.069799999999999987 -0.086869999999999989 -0.088159999999999988 0.40124500000000002 0.10781 -0.061854999999999993 -0.10836499999999999 -0.092094999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 9 25 10 24 -5 12 -7 -12 19 -4 -15 16 17 18 -16 20 -1 -21 -23 -19 -8 -6 -3 28 29 -28
right_child=1 26 13 8 5 6 7 -9 -10 -11 11 -13 -14 14 15 -17 -18 23 -20 21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0010722114241181382 0.0012051325501659192 -0.0010041520319093869 -0.0010463884808073784 -0.00056695365569796633 -0.0013623015679563608 -0.0013724790559876993 0.00084373449922847319 -0.0013006395674210823 0.00065889142102179045 -0.0013722754845445254 -0.0013691600577668266 0.00064125197273193018 -0.0010419264585347788 -0.0012135858084702878 -0.00048142154639362929 -0.00081213074917766759 -0.00086047021436688395 -3.8749490265698391e-05 0.00099785032744708875 0.0009970530332188616 0.00076556384503315535 -0.00051855187416713789 0.00048429481764849754 0.001203966744705538 -0.00056578928608919945 0.0013878132769993498 0.00056018130398008859 -0.00057257653471958338 0.0011204053561989626 -0.00076781955589246096
leaf_weight=0.55660539353266303 1.0930188884958623 0.44103307777550105 0.30948410020209838 0.81097790796775404 1.6462560478539661 0.25988346029771481 0.30474847735604271 1.4624560560041628 1.3286122867721122 0.42278097057715047 0.20510166924213979 1.3182651043171052 0.4479369650944135 0.17803099658340205 0.68884349090512842 0.29206341761164356 0.27884780825115729 0.26529485150240439 0.48901343543548204 0.70828500005882267 0.31645717844367027 0.72868746286258135 1.2625036155804985 1.5677738205995391 0.39394041511695777 0.045874844305217155 0.48266501538455475 1.1103873347165059 0.51881082612089868 0.52175704715773452
leaf_count=55 236 31 68 39 760 80 15 791 55 81 73 146 87 8 16 13 25 14 50 45 13 25 41 151 32 3 22 89 36 21
internal_value=0 0.000207139 0.000452081 -0.000317947 -0.00042667 -0.000681108 -0.000420863 -0.000864305 0.000194254 -0.000103901 0.00011655 0.000370576 2.9477e-05 0.000249813 0.000356506 0.000434546 0.000545225 0.000675409 0.000132731 0.000163813 -0.000406077 0.000348127 0.000117297 0.00102411 4.90054e-05 -0.00128774 -0.000204122 -7.01463e-05 0.000296109 -0.000129662
internal_weight=0 8.23702 5.16237 12.2194 10.0798 5.63653 3.9444 2.16114 2.13959 4.44326 1.78325 1.52337 4.02048 4.06935 3.75987 3.58184 3.28977 3.01093 1.17786 3.57254 0.873063 2.69948 1.99119 1.83307 0.698689 1.69213 3.07465 2.63362 1.52323 1.00442
internal_count=3121 780 581 2341 2247 1900 1137 838 94 347 299 219 266 345 277 269 256 231 66 179 68 111 66 165 47 763 199 168 79 43
is_linear=0
shrinkage=0.00135157


Tree=421
num_leaves=31
num_cat=0
split_feature=1213 156 15 475 39 42 147 1348 14 123 133 484 51 130 454 130 33 1429 4 128 11 43 4 160 150 1374 48 40 13 133
split_gain=0.102762 0.0997612 0.101439 0.0964477 0.0913405 0.106103 0.102085 0.114544 0.149011 0.132644 0.150397 0.107454 0.106688 0.0870024 0.0914633 0.0885377 0.0817637 0.0850073 0.099236 0.126762 0.125888 0.141526 0.118966 0.0865038 0.162015 0.0997141 0.118177 0.107801 0.101104 0.146974
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.47308999999999996 -0.086004999999999984 0.16946000000000003 -0.26584999999999998 -1.0000000180025095e-35 0.084895000000000012 0.078320000000000015 1.0000000180025095e-35 -0.089569999999999983 -0.0068949999999999992 0.14842000000000002 1.0000000180025095e-35 -1.0000000180025095e-35 -0.23647499999999996 -1.0000000180025095e-35 -1.0000000180025095e-35 0.24564500000000003 0.087685000000000013 0.081790000000000015 -0.15582499999999996 -0.51843499999999987 -0.091944999999999985 -1.0000000180025095e-35 -0.094929999999999987 0.095425000000000024 0.097265000000000018 -0.28558999999999996 0.093615000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 -4 -7 8 9 11 -11 12 -8 14 -13 -16 -17 -18 19 20 21 -19 -23 24 -24 26 -25 28 -27 -30
right_child=1 2 4 -5 -6 6 7 -9 -10 10 -12 13 -14 -15 15 16 17 18 -20 -21 -22 22 23 25 -26 27 -28 -29 29 -31
leaf_value=0.0037333009017687887 -0.0037117131108943095 0.0037245981042237056 -0.0037567778765084147 -0.0032304960312080407 0.003769263377075865 -0.0037591019590248057 -0.0032086462697867219 0.0029323345508605251 -0.0032881802489918401 -0.0027163482166425736 0.0026394797243363341 -0.0028349851432220062 0.0021689767574955892 -0.0028338924663109462 -0.0038141494454660687 -0.0029644186985795643 -0.0025399549354279162 0.0026148304818232279 0.0016507646841536256 -0.0037547051821369385 -0.003727013728888986 -0.0034782161607989442 0.0037757100796358212 -0.0037834549425449335 -0.0037273855035202018 0.0028007082975678968 0.0007604086486115325 -0.0031471159859359503 0.00081126394708356685 -0.003761627986985859
leaf_weight=0.031000372022390366 0.098845135242299764 0.10079730267898401 0.10537256899988268 0.22780880245045398 0.086139320104848482 0.098063427823944838 0.26299402151562379 0.183569824497681 0.18750092315895006 0.085228099371306598 0.46122880597249594 0.14090907509671513 0.062680483973963419 0.14218104962492351 0.074440797237912082 0.10559800150804211 0.13707464678009262 0.35872795907198574 0.74852075158560172 0.10950575296737941 0.10381886807590479 0.1187805718654994 0.051796405576169491 0.15512718998070596 0.16612207391153999 0.32712121197255628 0.15904557003523223 0.094365461962297448 1.9085990291350703 0.10156250715226622
leaf_count=4 162 95 18 487 17 20 366 53 72 17 196 40 20 240 14 22 90 42 163 65 44 17 3 39 190 51 8 10 404 152
internal_value=0 -1.79235e-05 3.70893e-05 -0.00239637 -1.97783e-05 -7.03812e-05 -9.15631e-06 4.97139e-05 -3.75644e-05 6.61716e-05 0.00180416 -0.000112049 -0.00217365 2.21441e-05 0.000105679 0.000193465 0.00025768 0.000332622 0.000422049 0.000170387 0.000291632 0.00041287 0.000156617 0.000302294 -0.001944 0.000480567 -0.00148319 0.000734288 0.000890995 0.000580221
internal_weight=0 6.73572 6.63687 0.258809 6.53607 6.44994 6.34456 6.2465 6.06293 5.87543 0.546457 5.32897 0.325675 5.0033 4.86112 4.72021 4.64577 4.54017 4.40309 3.65457 3.54507 3.44125 3.08252 2.96374 0.217918 2.74582 0.314173 2.43165 2.33728 2.01016
internal_count=3121 2630 2468 491 2373 2356 2338 2318 2265 2193 213 1980 386 1594 1354 1314 1300 1278 1188 1025 960 916 874 857 193 664 47 617 607 556
is_linear=0
shrinkage=0.00370407


Tree=422
num_leaves=31
num_cat=0
split_feature=1 12 3 3 40 376 11 39 47 50 4 48 47 43 128 457 13 9 159 133 2 2 0 4 1212 4 0 16 160 51
split_gain=0.54159 0.315098 0.291941 0.378183 0.286232 0.276361 0.234446 0.2302 0.311265 0.275282 0.279555 0.360547 0.22444 0.282319 0.255628 0.220802 0.253749 0.209946 0.192824 0.17953 0.175067 0.248803 0.39509 0.307897 0.280433 0.266411 0.24002 0.170367 0.163358 0.152884
threshold=0.098700000000000024 -0.064509999999999984 0.090900000000000009 -0.12018999999999998 0.57330500000000006 0.049360000000000008 0.081790000000000015 0.15619500000000003 0.13148500000000005 0.11534500000000002 -0.033174999999999989 0.12879500000000002 0.096475000000000019 -0.074359999999999996 0.086435000000000012 0.082380000000000009 -0.47860499999999995 -0.036024999999999995 0.083335000000000006 0.0068000000000000014 0.092365000000000017 0.089885000000000007 -0.082974999999999979 -0.083854999999999985 -0.50120999999999993 -0.084369999999999987 -0.24955499999999997 -0.12029499999999999 -0.079279999999999975 -0.35172999999999993
decision_type=2 2 2 2 2 2 2 2 2 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 -2 17 19 8 9 10 18 12 14 -14 28 16 -4 -5 -3 -1 21 23 -23 25 -25 27 -26 -19 -12 -30
right_child=1 7 15 5 -6 -7 -8 -9 -10 -11 11 -13 13 -15 -16 -17 -18 20 -20 -21 -22 22 -24 24 26 -27 -28 -29 29 -31
leaf_value=0.000643218070630362 0.0012473173506190253 -0.00096965562978488162 0.00063596727977207799 0.0016070080612670108 -0.0015962042808379214 0.000410911450795089 -0.0012495729554421321 0.0015731382865856662 -0.00091546353922257364 -0.001374395902219082 0.00011083796498285092 -0.0010009507891401614 0.00086639862639402031 -0.00082751550826272967 -0.00081348128030960876 0.0010346196887603856 -0.00081337326567696886 0.0016294383106721399 0.0010913522562719755 -0.00067051310288213572 -0.0013192605460043976 0.00074510029102385774 -0.0015943282987611255 0.00098563154222301025 0.0016243278633406245 0.0014231331431454153 -0.0014025428115489369 -0.0010335518802268445 -0.00015033530723250488 0.001360908429813815
leaf_weight=1.1479161183815438 0.93379730774904579 0.59219387063058038 0.50766352005302895 0.082536339759824773 0.089135847054421902 0.48362585483118881 0.23950530245201651 0.22816127777332429 0.71033739927224804 0.25231348886154581 0.38271538016852158 0.36296239809598763 0.42163856909610331 0.48780338885262597 0.19428846705704916 0.52517291856929649 0.61285845941165451 0.064721055328845978 0.12665751506574452 0.30200333730317641 1.2517821862420531 0.58068452784209512 0.23231682594632719 0.13091135147260535 0.062192443758248284 0.21273207559715857 1.8949137173476662 0.37617811320524197 0.17121396330185357 1.5186544752214102
leaf_count=92 255 133 19 3 3 39 47 25 43 47 34 14 27 33 9 22 63 1 12 45 593 74 78 20 1 23 917 262 6 181
internal_value=0 0.000227452 -0.000351609 -0.000485618 0.00099954 -0.000682357 0.000140038 8.25079e-05 1.73636e-05 0.000164272 0.000255445 0.000430516 0.000594092 -4.21773e-05 0.000849355 0.000223449 -0.000156735 -0.000790505 -0.000606518 0.000369581 -0.000831675 -0.00065997 7.66037e-05 -0.000878391 -0.00116266 2.96887e-05 -0.00130636 -0.000642643 0.00100523 0.00120779
internal_weight=0 6.47187 8.70771 7.06202 1.02293 5.37259 1.68942 5.44894 5.22078 4.51044 4.25813 3.53928 3.17631 0.909442 2.26687 1.64569 1.12052 4.88897 0.718851 1.44992 4.80643 3.55465 0.813001 2.74165 2.08802 0.653631 1.95711 0.440899 2.07258 1.68987
internal_count=3121 822 2299 2195 258 2011 184 564 539 496 449 304 290 60 230 104 82 1972 145 137 1969 1376 152 1224 938 286 918 263 221 187
is_linear=0
shrinkage=0.0015161


Tree=423
num_leaves=31
num_cat=0
split_feature=1 0 1 47 4 4 52 50 48 15 3 14 2 403 48 457 45 128 2 3 16 3 159 15 15 4 43 0 52 2
split_gain=0.947362 0.620081 0.504208 0.503031 0.674497 0.419974 0.487362 0.38135 0.443292 0.480086 0.367395 0.328408 0.435578 0.541277 0.507913 0.309786 0.325117 0.33488 0.299574 0.488168 0.293067 0.290863 0.285223 0.26399 0.519678 0.317446 0.244193 0.25497 0.304474 0.228106
threshold=0.094385000000000011 -0.060129999999999996 1.0000000180025095e-35 0.096300000000000011 -0.064804999999999988 -0.49405499999999997 0.10347000000000002 0.11843500000000001 0.12879500000000002 0.24356000000000003 0.16158000000000003 0.062655000000000016 0.073895000000000002 0.03138500000000001 0.086260000000000017 0.51789000000000007 0.091170000000000015 0.086435000000000012 0.10731 -0.116045 -0.5224049999999999 0.11296500000000002 0.076905000000000015 0.083935000000000023 0.084050000000000014 -0.014149999999999998 -0.074359999999999996 -0.074229999999999977 -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 21 4 22 6 -3 8 9 15 26 12 13 20 -14 16 17 -6 -7 -20 -4 23 29 -1 -25 -26 -5 -28 -29 -2
right_child=3 5 11 10 7 18 -8 -9 -10 -11 -12 -13 14 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 24 25 -27 27 28 -30 -31
leaf_value=-0.0012011065274866871 0.00069261828315006014 -0.0012359293335036283 0.0012171569187903637 1.5130843896100485e-05 0.00092059658022280511 0.00057705722658543202 0.00030313538985698898 -0.00073938723958889895 -0.0004084198990709578 -0.0011203125324277482 0.00079107658368928054 -0.0012109573261184614 0.00058386641521321597 0.00042224366628633566 -0.00053584342284573871 -0.00059966528581007123 -0.00061010602476077309 -0.00047113447426433387 0.0007179121236207288 -0.0012162390896861188 -0.001205435835483884 0.00016301684330756805 0.00061894139262980304 0.0013038063431444643 -0.0011959089543412571 -3.4700449303766552e-05 -0.0010117842753034241 -0.0010125585520453723 0.00068887624815417066 -0.0010324807793934759
leaf_weight=2.0797118438640596 0.12520874198526144 0.63732589292340003 0.07574200071394388 1.2300697448663418 4.4885711742099357 1.8930245297960966 0.53899529541376978 0.35434267227537919 0.63662097649648774 0.21079440624453116 0.42663340969011176 0.44967510947026301 1.5844300703611227 0.50712651445064683 0.90251627517864097 0.24308483023196448 0.22858402365818609 0.25958406622521568 0.34679549746215377 0.39751177164725915 1.1028318401076833 0.39031248539686192 0.25186575518455356 0.18743214313872147 0.98276328068459395 0.50628051720559586 1.1341322951484474 0.26522992365062237 0.34147352725267377 0.82967891852604203
leaf_count=784 9 64 4 65 470 59 18 26 19 9 25 77 60 43 26 6 10 21 8 99 283 9 29 12 604 28 66 22 22 144
internal_value=0 -0.000339787 -0.000514201 0.00013856 0.000308384 6.12488e-05 -0.000530723 0.000461954 0.000532115 0.000642372 -0.000242738 -0.000243627 -0.00013938 -0.000606912 0.000177522 0.000713556 0.000777699 0.00084451 0.000325284 -0.000315059 -0.00104975 -0.000815824 -0.000508816 -0.000917538 -0.000565763 -0.000801094 -0.000391198 -0.000678309 -5.49326e-05 -0.000806279
internal_weight=0 12.5825 8.76882 11.0259 7.62834 3.81365 1.17632 6.42158 6.06724 5.43062 3.39754 4.62232 4.17265 1.6857 2.48695 5.21982 4.97674 4.74816 2.63733 0.744307 1.17857 4.1465 1.20675 3.75619 1.67648 1.48904 2.97091 1.74084 0.606703 0.954888
internal_count=3121 2178 1930 943 743 248 82 561 535 516 200 493 416 330 86 507 501 491 166 107 287 1437 182 1428 644 632 175 110 44 153
is_linear=0
shrinkage=0.00119136


Tree=424
num_leaves=31
num_cat=0
split_feature=4 12 48 13 151 132 133 52 52 50 4 42 1 42 15 43 16 1 4 42 3 15 11 1 0 4 52 48 1 402
split_gain=0.565982 0.446729 0.41456 0.311902 0.300161 0.2978 0.286586 0.29763 0.384917 0.274372 0.24712 0.215423 0.298599 0.27574 0.251561 0.249841 0.257923 0.259785 0.351053 0.31176 0.242327 0.348282 0.197875 0.196912 0.261296 0.214974 0.189938 0.215321 0.186677 0.181395
threshold=0.27834500000000006 0.051320000000000005 0.12230500000000001 -0.47860499999999995 -0.086769999999999986 0.081465000000000024 -1.0000000180025095e-35 0.19022000000000003 0.077655000000000016 0.11875500000000001 -0.35136499999999998 -1.0000000180025095e-35 0.13021500000000003 0.091735000000000025 0.19724500000000003 -0.17390999999999998 -0.083134999999999987 0.08844500000000001 -0.083249999999999977 0.091465000000000005 -0.10831999999999999 0.15614500000000003 1.0000000180025095e-35 0.094385000000000011 -0.23091999999999999 0.033845000000000007 -0.24456499999999998 -1.0000000180025095e-35 0.086560000000000012 -0.50169499999999989
decision_type=2 2 2 2 2 2 2 2 2 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 -3 -1 6 -6 8 10 -2 -8 29 13 15 -15 -13 17 18 -17 -20 22 -22 -18 24 -12 26 -25 -28 -26 -5
right_child=2 3 -4 11 5 -7 7 -9 -10 -11 23 12 -14 14 -16 16 20 -19 19 -21 21 -23 -24 25 28 -27 27 -29 -30 -31
leaf_value=0.00092409394984780812 0.0010269096660231226 0.00063704268315623741 -0.00094951565404286637 0.00046541076004299347 -0.0012832176800213839 0.0010049328315546336 -0.0012965174119114024 -0.0013551094371369518 0.0010129754365400209 -0.00082399312146594773 0.00066670871535466278 0.00082609486218037851 0.0010136307654569961 -0.0015143967983474698 0.00092515221264324117 0.00087741060513595579 0.00061402644328132651 0.00081547497078785186 -0.0014053044111396675 0.0013298509164717813 -0.0015327409832371582 0.0015902350471208582 -0.0010657017033861775 -0.00048705773323089825 -0.00014331693508945451 -0.00031978510549817563 -0.00095776088097677058 0.0013049495367919825 -0.0013610672036161865 -0.0013102143232284552
leaf_weight=0.83558199158869673 1.896567062824033 0.54115802235901433 0.35869676549918939 0.15324292611330737 0.49638418306130905 0.56730120046995569 0.4011978807975537 0.38812371680978675 0.81249534711241711 0.21110647358000267 0.39161371730733652 0.38984451582655344 0.31673914624843735 0.90394959374680162 0.11276460066437721 0.32845236582215864 0.37428455729968901 0.56384319206699718 0.68808381669805463 0.1154249637038447 1.0895036642032176 0.091840861598029844 0.29941148334182799 0.24627237347885989 0.5688486910075905 0.78989645745605219 0.11342502105981145 0.82751075981650424 0.62845689314417541 1.2463204457017134
leaf_count=78 303 20 23 23 60 45 67 43 41 14 19 20 21 489 4 15 20 36 222 8 547 2 94 10 37 35 9 79 40 697
internal_value=0 -0.000217892 0.000581042 -0.000487468 5.73203e-05 -5.89049e-05 -0.000165454 -5.80896e-05 4.72313e-05 0.000841522 -0.000150555 -0.000578653 -0.000436115 -0.000528742 -0.00124382 -0.000344248 -0.000472739 -3.86139e-05 -0.000464046 -0.0010124 -0.000869599 -0.00128995 -0.000132497 -2.16279e-05 -0.000425324 0.000302806 0.000717041 0.00103219 -0.000782505 -0.0011158
internal_weight=0 14.282 2.46637 7.21486 7.06711 6.23153 5.66423 5.16784 4.77972 2.10767 3.96722 6.67371 5.27414 4.9574 1.01671 3.94069 3.55084 1.6958 1.13196 0.803509 1.85504 1.18134 0.673696 3.56602 1.58892 1.9771 1.18721 0.940936 1.19731 1.39956
internal_count=3121 2781 340 2218 563 485 440 380 337 317 296 2198 1478 1457 493 964 944 281 245 230 663 549 114 229 96 133 98 88 77 720
is_linear=0
shrinkage=0.00154009


Tree=425
num_leaves=31
num_cat=0
split_feature=12 42 1 43 42 3 52 483 49 43 158 50 52 151 41 2 52 4 52 51 0 16 1 0 4 402 13 43 453 448
split_gain=0.480783 0.363615 0.388072 0.360881 0.339983 0.278799 0.273843 0.25386 0.243685 0.239896 0.211818 0.237472 0.207725 0.201021 0.214194 0.198003 0.189195 0.170253 0.161511 0.298711 0.226687 0.215428 0.241073 0.314566 0.15955 0.178268 0.156126 0.155447 0.157649 0.144539
threshold=0.051320000000000005 -1.0000000180025095e-35 0.13021500000000003 -0.04890499999999999 0.091735000000000025 0.31299000000000005 -0.087284999999999988 1.0000000180025095e-35 -0.0060549999999999988 -0.40263499999999991 0.084765000000000021 0.10124500000000002 -0.51296999999999993 -0.089594999999999994 0.078475000000000017 0.10855000000000002 0.26521500000000003 -0.46376499999999993 0.11434500000000002 0.11144500000000002 -0.077999999999999986 -0.4714549999999999 0.083135000000000014 -0.084044999999999995 0.24564500000000003 -0.50169499999999989 -0.28558999999999996 -0.0092949999999999994 1.0000000180025095e-35 -0.08020999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 24 4 9 7 6 15 10 -6 -1 11 12 -3 -14 18 -5 17 -11 20 -20 21 -15 23 26 25 -2 -23 -8 -29 -19
right_child=1 2 -4 5 8 -7 27 -9 -10 16 -12 -13 13 14 -16 -17 -18 29 19 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00021702839087396446 0.0004720176477321396 -0.0016913409167366082 0.0013102184540654959 -0.0017179529079671876 0.00017562149963349616 0.0012861222060388353 -0.0012072056138115032 -0.0016903086198146963 -0.0015583655363167756 -0.00083698147396161408 -0.0015719479094284572 -0.0017008348595148025 -0.0010451683381712345 0.00180881354698511 -0.0011682950452549779 -7.8222713492448904e-05 -0.00078412997464697798 -0.00039563334304946291 -0.0013460033590038509 0.0015345648023299178 0.0012243595268285504 0.0011839526333972204 0.00089476178160603683 0.0007759488895239257 -4.650018387058648e-05 -0.0017044415892740116 -0.0017067441503096365 0.0002444328785098901 -0.00090456366386556717 0.0016006553978269533
leaf_weight=0.4922571356291886 0.11992758471751575 0.16148740338394363 0.44703276827931393 0.4660507894004694 0.30858715466456488 0.44071184255881224 0.25700397643959139 0.26934224634896953 0.89216798153938703 0.09921222086995829 0.23138020583428431 0.20071601745439682 0.30712461264920499 0.21175127569586072 0.23627515649422992 0.37674833333585411 0.13523904257453967 0.11142401862889539 0.3169317852007224 0.15006342579727061 1.1294633575016639 0.059718749485910272 0.50745887844823301 0.30552730622002844 0.286430382169783 0.94841456890571851 0.46002955370931886 3.7534858125727624 0.37123379576951254 1.2964909489382985
leaf_count=32 21 104 49 83 30 106 29 187 480 13 97 99 66 8 26 25 10 5 65 7 53 2 55 41 25 683 202 266 20 232
internal_value=0 -0.000371919 -0.000199304 0.000223508 -0.000316702 1.42974e-06 -0.00010694 -0.000106499 -0.00111274 0.0008129 -6.78139e-06 8.27143e-05 0.000175799 0.000257637 0.000376114 -0.00098496 0.00112159 0.0012926 0.000492291 -0.000420367 0.000651683 0.000232892 -1.7498e-05 -0.000578443 -0.00116125 -0.00146012 -0.0013746 6.19423e-05 0.000141021 0.00144267
internal_weight=0 7.54983 6.19506 7.79986 5.74803 5.66523 5.22452 4.54727 1.20076 2.13462 4.27793 4.04655 3.84583 3.68434 3.37722 0.842799 1.64237 1.50713 3.14094 0.466995 2.67395 1.54449 1.33273 0.825276 1.35477 1.06834 0.519748 4.38172 4.12472 1.40791
internal_count=3121 2300 1571 821 1522 529 423 1012 510 292 825 728 629 525 459 108 260 250 433 72 361 308 300 245 729 704 204 315 286 237
is_linear=0
shrinkage=0.00168196


Tree=426
num_leaves=31
num_cat=0
split_feature=12 1 132 50 50 4 457 2 0 43 13 15 133 13 448 15 47 3 1 48 480 124 1 4 11 52 0 52 160 51
split_gain=0.111859 0.133371 0.121021 0.103708 0.130356 0.109252 0.104182 0.12153 0.110891 0.156819 0.151797 0.148085 0.103366 0.177484 0.151371 0.134884 0.115665 0.109403 0.252321 0.117062 0.106511 0.100335 0.104753 0.15072 0.0933792 0.117813 0.0904653 0.140474 0.0888725 0.0877745
threshold=0.084100000000000022 0.13075500000000004 0.081465000000000024 0.10647500000000001 0.10030500000000002 0.50822500000000004 0.088350000000000026 0.097220000000000015 -0.10096999999999999 -0.17390999999999998 0.17001000000000002 -0.11713499999999999 -0.0084449999999999994 -1.0000000180025095e-35 -0.081729999999999983 0.024640000000000006 0.092710000000000015 0.12178000000000001 0.094090000000000021 0.086035000000000014 -1.0000000180025095e-35 -0.53285499999999997 0.077845000000000011 -0.082769999999999982 0.087830000000000005 0.11434500000000002 -0.11242999999999999 0.10024500000000001 -0.066074999999999981 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 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 4 5 6 7 8 11 10 -10 -2 28 14 -14 16 17 18 19 26 -16 -22 23 -23 25 29 -15 -28 -1 -9
right_child=1 -3 -4 -5 -6 -7 -8 24 9 -11 -12 -13 13 15 20 -17 -18 -19 -20 -21 21 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0017831591947994004 -0.0032804588418491889 0.0017884618896497157 0.0020899257818825052 -0.003215379437986764 0.0027028416181080366 0.0032103047990006909 0.0012245689405084934 -0.003196951703230551 0.0018385207703984574 -0.002955318909284535 -0.0032242333946867385 0.000474322043326603 -0.0031070634707232288 0.0015959071141052516 -0.0032476129742671331 -0.0023587752800147822 -0.0013284003319280213 -0.0013757210339469751 0.0025293116117966379 -0.0017724982707087106 -0.0033092955457396109 0.00280878061554834 0.0030690049103536867 -0.0023157543458875792 -0.0032161077591784798 -0.003240657232448302 -0.0020626231292128067 0.0021388532213550519 -0.0027672931569404564 0.0013207792576657115
leaf_weight=0.055115024799306411 0.14170490027754568 0.22944854051456776 0.33405485219554965 0.16286725160171034 0.11708551696210623 0.069407466100528725 0.22472654556622718 0.047881184524158016 0.1610407149128168 0.73251247875305014 0.096561769707477652 0.437965559409351 0.069099852596992473 0.39072752627544127 0.040486001977115715 0.26310584956081573 0.4930979619239223 0.29626881427247997 0.53371692172368046 0.32061104365857318 0.034007452428341689 0.1311156376323197 0.54049280195613392 0.10563111034571038 0.080432183000084478 0.078225977595138829 0.23663269077951554 0.12341939756879583 0.21212141298747189 0.51883435143827217
leaf_count=26 26 55 105 238 35 16 49 115 18 1108 57 73 8 41 15 60 69 23 87 28 1 29 290 97 58 68 54 12 94 166
internal_value=0 -0.000553789 0.000246675 -0.000741095 -0.000592195 -0.000741194 -0.000850033 -0.00105316 -0.00155256 -0.00220183 -5.92424e-05 -0.000443563 8.65597e-05 0.000229599 0.00143752 -0.000188936 4.94872e-05 0.000406825 0.000735845 -0.000157576 0.00180621 0.00205843 0.00229329 0.000522328 2.75853e-05 0.000432114 0.000532056 -0.000622432 -0.0018288 0.000939081
internal_weight=0 3.09869 4.1797 2.86925 2.70638 2.58929 2.51989 2.29516 1.56979 0.990115 0.257602 0.57967 3.84565 3.57841 0.920833 2.65758 2.39447 1.90138 1.60511 1.07139 0.851733 0.811247 0.77724 0.236747 0.725374 0.644942 0.75078 0.360052 0.267236 0.566716
internal_count=3121 2082 1039 2027 1789 1754 1738 1689 1282 1183 75 99 934 814 440 374 314 245 222 135 432 417 416 126 407 349 107 66 120 281
is_linear=0
shrinkage=0.00319264


Tree=427
num_leaves=31
num_cat=0
split_feature=1 47 12 3 3 52 39 50 4 48 43 51 376 11 12 133 13 4 52 0 1 48 43 15 48 42 2 49 0 2
split_gain=1.03002 0.625199 0.450208 0.389868 0.598875 0.422081 0.383744 0.378502 0.443759 0.366299 0.349444 0.312102 0.297159 0.295939 0.285657 0.267824 0.256008 0.221809 0.401652 0.214942 0.465435 0.177713 0.162891 0.193761 0.140525 0.125203 0.115269 0.200261 0.161529 0.352733
threshold=0.10089500000000001 0.096475000000000019 -1.0000000180025095e-35 -0.12018999999999998 0.090900000000000009 0.11434500000000002 0.15009500000000003 0.11610000000000001 -0.17966999999999997 0.12879500000000002 -0.016814999999999997 -0.076794999999999988 0.049360000000000008 0.081790000000000015 0.09141500000000001 0.0068000000000000014 -0.23438999999999996 0.0061450000000000003 -0.066844999999999988 -0.077999999999999986 0.083135000000000014 0.086260000000000017 -0.023869999999999995 -0.10469999999999999 -0.09386499999999999 -0.088249999999999981 0.092365000000000017 -0.42399999999999993 -0.10096999999999999 0.090425000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 13 12 17 -2 8 -4 10 14 -12 26 15 -10 19 -3 18 21 20 -1 -6 23 -18 -13 -14 27 -5 29 -29
right_child=1 16 7 4 5 -7 -8 -9 9 -11 11 24 25 -15 -16 -17 22 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0012007305343772932 0.0011095504979263121 0.00063452716707059539 -0.0010919023332991397 0.0011223498803114231 -0.00019525092991890685 -0.0012281014421713578 -0.0011022766154883264 -0.0012107212806015933 0.00076013850021826497 -0.00061429623351883162 -9.1874511509664345e-05 -0.00012667817369425667 -0.00059276096232029453 -0.0010727605094843773 -0.00061249072752075538 -0.00076906505881893354 0.00032164841073791504 0.00058528496098255638 0.00061430406579018469 0.00059333727278537988 0.00099569461308050031 -0.0012225330377574773 -0.00087180781519247119 -0.00063780636111546705 0.0010912863473543895 0.00046200677698353333 -0.0011168437287927093 -0.00083405919533048665 -0.00095859922593734541 0.00042118712070760803
leaf_weight=0.33350064058322459 0.93681189231574513 0.25036686030216548 0.38823017466347653 0.073269262444225158 0.48405501944944307 0.44566492666490365 0.12236250715795904 0.32973362656775851 0.30639578250702593 0.5883432060945778 0.52206432609818931 0.14538223319687049 0.3036053623072803 0.41191949881613243 0.65933300089091063 0.45477863063570101 0.44981525768525932 0.67492194101214398 0.50307574844919078 0.96507679624482923 0.22153693856671453 0.44681535183917731 1.4744420965434977 0.81949054240249131 1.2942546384874694 0.31780890730442557 2.3276463517104276 1.2474285584175921 4.044265923323116 0.41052342765033234
leaf_count=37 235 24 69 2 36 24 5 26 25 20 20 9 13 50 55 45 23 19 19 46 15 21 69 57 143 30 593 77 1297 17
internal_value=0 -7.35426e-05 0.000169115 -0.000598408 -0.000689674 -0.000189474 0.000854026 -2.23274e-06 9.98367e-05 0.000231435 0.000401406 0.00068615 -0.000836132 -0.000167123 -0.000176998 2.17735e-05 -0.000502506 3.00182e-05 -0.000231332 0.000258372 -0.000324052 -0.000688344 -0.00060626 -0.000297796 0.00096829 -5.33228e-05 -0.000896164 -0.000807225 -0.000832019 -0.000523249
internal_weight=0 8.28703 5.29291 13.6659 11.2791 2.55453 1.05917 4.23374 3.904 3.51577 2.92743 1.9617 8.72455 2.38681 0.965729 1.97489 2.99411 2.10887 1.43395 1.52011 0.555038 0.93087 2.74375 1.26931 1.43964 0.621414 8.10313 5.77549 5.70222 1.65795
internal_count=3121 780 607 2341 2148 119 240 367 341 272 252 172 2029 193 80 143 173 95 76 98 52 57 149 80 152 43 1986 1393 1391 94
is_linear=0
shrinkage=0.00117462


Tree=428
num_leaves=31
num_cat=0
split_feature=1 0 150 1 4 43 2 9 4 47 484 2 3 150 4 133 15 133 16 1374 474 0 0 457 2 160 3 4 2 3
split_gain=0.736456 0.45573 0.442587 0.340242 0.319939 0.524069 0.31331 0.339413 0.305182 0.412261 0.348589 0.300677 0.300894 0.292378 0.27331 0.245551 0.505917 0.521445 0.239863 0.38809 0.300705 0.378013 0.266214 0.252723 0.228476 0.22166 0.202001 0.201606 0.196837 0.184833
threshold=0.094385000000000011 -0.060129999999999996 0.076925000000000007 1.0000000180025095e-35 -0.49405499999999997 -0.52440999999999993 0.13754500000000003 -1.0000000180025095e-35 -0.034939999999999992 0.087885000000000019 -1.0000000180025095e-35 0.10731 -0.116045 0.13529000000000005 0.053925000000000008 0.083950000000000011 0.083935000000000023 0.091935000000000003 -0.087989999999999985 -0.094929999999999987 0.084660000000000027 -0.077999999999999986 -0.077639999999999987 0.082380000000000009 0.11510000000000002 0.086870000000000017 0.16158000000000003 0.071150000000000005 1.0000000180025095e-35 -0.011549999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 15 5 -3 7 -2 24 10 -10 -6 -13 -4 18 28 -17 -18 19 -5 21 -20 -23 25 -9 -21 -19 -11 -1 -22
right_child=2 4 13 14 11 -7 -8 8 9 27 -12 12 -14 -15 -16 16 17 26 20 23 29 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010098019512018708 0.0014787175885393471 0.00090214894138305568 0.0010244379064294718 -0.0014700286555186098 0.00070243920736308158 -0.0011639556683318351 0.00072095940665322397 -0.0012716324000813523 -0.0010881997637221855 -0.0013058556968440489 0.00060511651434458932 0.00049528444539027406 -0.0014182493795462201 -6.5873422460806393e-05 0.00084521040159463157 -0.0012490876028922156 0.0013583801514871678 -0.0014052176073159333 -0.00141796132699465 0.00037346597199899108 -0.00098586978218887628 0.001537480266381148 -0.0010080644039089297 0.001483831039856791 0.00025301782311168267 -0.0014460460293563252 0.0014834081162905283 -0.00024737059709279162 -0.0013435890404837148 0.00089435523269191684
leaf_weight=0.072106891311705446 0.24854092032182951 0.34181064227595925 1.6304149035713638 0.26502307876944553 1.551801246823745 0.79324773885309718 1.010009503632318 0.7518186508095821 0.26904268609359894 0.41647153324447606 1.9589149912353585 0.32932576723396811 0.31078940545557954 0.67738475464284409 0.38142211642116297 0.83015845771296859 0.42417040566215292 0.29377198664587922 1.1201900758023842 0.62177003250690199 0.15310273977229372 0.16457812942098826 0.15544033108744715 0.30739280069246888 0.25649173138663173 0.16480987856630236 0.056099705398082733 2.1979310574242845 1.6880703530332537 0.30318319215439271
leaf_count=2 50 8 206 8 59 74 117 184 24 67 166 8 99 23 26 445 21 189 228 84 45 3 60 8 21 14 1 85 779 17
internal_value=0 -0.000365715 0.000173647 -0.000567702 5.93446e-05 -0.00054177 1.35065e-06 -0.000117814 -0.000185636 -4.02605e-05 0.000400636 0.000370625 -0.000433777 0.00070441 -0.000271943 -0.000887418 -0.000492676 0.000318574 -0.000402832 4.44554e-05 -0.000723351 -0.00103599 0.000301051 0.000411351 -0.000883795 -7.77127e-06 -0.000942045 -0.000415986 -0.00124718 0.000263462
internal_weight=0 10.3283 9.41702 7.00129 3.32697 1.13506 7.10922 6.09921 5.85067 4.84236 2.22796 2.19192 0.640115 2.3078 3.63691 3.36438 1.6042 0.774042 3.25549 1.359 1.89649 1.44021 0.320018 1.09397 1.00831 0.78658 0.349872 2.6144 1.76018 0.456286
internal_count=3121 2178 943 1930 248 82 714 597 547 342 190 166 107 229 493 1437 656 211 467 114 353 291 63 106 205 98 190 152 781 62
is_linear=0
shrinkage=0.00139491


Tree=429
num_leaves=31
num_cat=0
split_feature=12 1 13 133 15 448 132 47 1 3 4 3 132 1 4 52 1 124 48 0 52 15 49 1212 4 13 43 13 159 13
split_gain=0.923096 0.578299 0.429583 0.602608 0.528646 0.440224 0.429243 0.440493 0.475916 0.716558 0.409083 0.49027 0.391871 0.377481 0.644004 0.350771 0.280015 0.275964 0.27225 0.357866 0.252923 0.249448 0.236676 0.22633 0.191987 0.253755 0.178858 0.321776 0.170055 0.172196
threshold=0.084100000000000022 0.13075500000000004 -0.0044799999999999987 -0.0061299999999999992 0.024640000000000006 -0.081729999999999983 0.087955000000000019 0.092710000000000015 0.094090000000000021 0.12178000000000001 0.24564500000000003 0.10732000000000001 0.082230000000000011 0.077845000000000011 -0.082769999999999982 -0.085984999999999992 0.13968000000000003 -0.087894999999999987 0.086035000000000014 -0.11991499999999998 0.039215000000000007 -0.11713499999999999 -0.063424999999999981 -0.50120999999999993 -0.00059999999999999995 -0.07692499999999998 -0.17390999999999998 0.17001000000000002 -0.50206999999999991 -0.099939999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 3 12 6 -5 7 8 15 -10 11 22 -1 14 -7 -4 -9 -15 19 -17 21 -12 24 -24 25 -2 27 -25 -28 -30
right_child=1 -3 4 5 -6 13 -8 16 9 -11 20 -13 -14 17 -16 18 -18 -19 -20 -21 -22 -23 23 26 -26 -27 28 -29 29 -31
leaf_value=-0.0011225084288049064 -0.00082141174899739294 0.00074946025653939072 -0.0013078787692193394 -0.0012664852766430558 -0.00099176300139232408 0.0012381569327582502 0.0013262910981456937 -0.00098685986673307169 0.0010308842110441445 -0.0004989787636789718 -0.00010341465281848958 0.00035264427803382068 0.0011020166224776883 9.268581716984195e-05 -0.0010795736419843749 0.00080308417878557881 0.00023694457232219823 0.00122614624687999 -0.0007225636973712667 -0.00031074638184839159 -0.00075617522417000308 0.0010542041902992013 0.00056562010105260093 0.00033350516196624077 -0.00097171571721478523 0.00060325515066506671 0.00029899049384258142 -0.0012995554041997273 -0.0003981326101318657 -0.0011869764396780832
leaf_weight=0.55645608861232077 0.32269822322996333 0.64760311925783831 0.39614941447507579 0.18021116126328651 0.87550556851783756 0.36932183004682884 0.41034545423462976 1.0541963167488573 1.6791801301296803 0.70954586518928398 0.77701085759326805 0.73296260973438609 0.1679524005157873 0.42308699211571399 0.4145320611423825 0.91458463435992599 0.42836480075493444 2.0243945427355357 0.65899815969169129 0.96663759695366269 0.45950272463960562 0.49738308880478133 0.171856296248733 0.45440582535229435 0.42038057732861378 0.55226048151962459 0.15054051851620798 0.34642720548436046 0.51908878731774022 3.4279752232832861
leaf_count=97 36 55 48 8 67 28 24 63 108 22 35 19 27 33 106 34 10 294 21 49 42 25 27 38 48 26 31 77 54 1569
internal_value=0 -0.000414773 0.000115894 0.000450538 -5.51163e-05 0.000675044 5.8494e-05 -1.79251e-05 0.00015339 0.000576455 -0.000500135 -0.000635895 -0.000606758 0.000783323 1.24519e-05 -0.000190771 -0.000633259 0.00103021 -1.65572e-05 0.000230759 5.56691e-05 0.000348392 -0.000749719 -0.000874117 -0.000262792 7.78161e-05 -0.000924629 -0.00037293 -0.00103245 -0.00108323
internal_weight=0 9.4801 12.2295 4.13596 8.09351 3.41155 7.218 6.80766 5.3251 2.38873 8.83249 7.0986 0.724408 3.23134 0.783854 2.93637 1.48256 2.44748 2.54022 1.88122 1.7339 1.27439 6.36563 5.07029 1.29534 0.874959 4.89844 0.800833 4.0976 3.94706
internal_count=3121 2082 1039 593 446 469 379 355 282 130 2027 1925 124 461 134 152 73 327 104 83 102 60 1906 1796 110 62 1769 115 1654 1623
is_linear=0
shrinkage=0.00127639


Tree=430
num_leaves=31
num_cat=0
split_feature=1 0 4 52 2 457 2 132 13 1 133 52 52 49 52 12 15 151 3 0 2 3 12 1 13 40 42 51 3 14
split_gain=0.116534 0.167294 0.123656 0.162641 0.118843 0.118154 0.19777 0.10657 0.11519 0.122074 0.0921941 0.0990295 0.134891 0.113052 0.107661 0.151809 0.0900434 0.136533 0.0838998 0.208546 0.0830701 0.142298 0.0809025 0.109267 0.100753 0.0778466 0.104987 0.0770678 0.104842 0.079484
threshold=0.08844500000000001 -0.060129999999999996 -0.49405499999999997 0.10347000000000002 0.14753000000000002 0.045365000000000009 0.11411 0.080640000000000017 -0.092094999999999982 0.111945 -0.0061299999999999992 -0.10925999999999998 -0.081934999999999994 -0.049784999999999989 -0.0027449999999999996 0.086915000000000006 1.0000000180025095e-35 0.032230000000000009 0.090900000000000009 -0.18113999999999997 0.10731 -0.116045 0.088615000000000013 0.10752500000000002 -0.42195999999999995 0.051255000000000002 -0.11051499999999999 0.14780500000000005 -0.10519499999999998 -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 10 3 -3 5 7 18 8 22 16 -1 -12 -13 -14 -15 -16 17 -10 19 -7 -4 -22 24 -24 -2 26 -11 28 -28 -30
right_child=4 2 20 -5 -6 6 -8 -9 9 25 11 12 13 14 15 -17 -18 -19 -20 -21 21 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=-0.0029851920736806534 -0.00010804789913825436 -0.0035656328377430308 0.001748861166005467 0.0008555959519629411 0.0027102646830012996 -0.0036042175739643598 -0.0020717733850233416 0.0018338200025765339 -0.0014439166765508559 -0.0035509479158182203 -0.0035205755389499127 0.0012634987797792015 -0.0035409098217670941 -0.0035186726197555221 0.001434480782270031 -0.0024045528814391295 -0.0034821254505536647 0.0029951169651436928 0.0030899728040188618 0.0026581173742689333 0.0017845972808971334 -0.0035417577924629637 -0.0030418983211165178 0.0013462410444172377 0.0034846849504442654 0.0030231629059743683 0.0033020075185704618 -0.0025794727429099555 0.0022693816804011109 -0.00073761552617234631
leaf_weight=0.34408486277607142 0.16948746128764469 0.19700062343326863 0.61453657393576555 0.21105982155131642 0.22567830605839834 0.095784854143857956 0.17701541478163563 0.28767432396125503 0.97024210786912612 0.10161272436380386 0.1634901155521219 0.33724528078892013 0.21565536407433661 0.1280284922213466 0.34890613188326913 0.19757037013187073 0.22734092795144523 0.092984552087727934 0.41053047342575155 0.20343893438985095 0.13425239827483892 0.11323199937760364 0.12188203798723407 0.161668389395345 0.21924286647117774 0.10231536938226782 0.14317238584044389 0.10590232041431591 0.14069901373295579 0.45831538085621992
leaf_count=604 37 57 49 18 113 4 26 79 294 6 194 70 84 183 160 370 205 21 40 76 6 99 26 24 48 14 30 18 33 133
internal_value=0 -0.000656848 0.000308197 -0.00127885 0.000236542 0.000103282 0.00123744 -0.000201253 -0.000395437 -0.000761877 -0.0013633 -0.000962075 -0.000621283 -0.00133535 -0.00063018 4.65358e-05 -0.00148313 -0.0010557 0.00206277 0.000653474 0.00105947 -0.00065238 0.000881434 -0.000539968 0.00191824 0.000122924 -0.000189531 0.000213213 0.0006117 -3.13194e-05
internal_weight=0 3.00506 1.27008 0.40806 4.41499 4.18931 0.88677 3.30254 3.01487 2.34258 1.73498 1.3909 1.22741 0.89016 0.674505 0.546477 1.29057 1.06323 0.709754 0.299224 0.862021 0.247484 0.672281 0.28355 0.38873 1.05202 0.949702 0.848089 0.742187 0.599014
internal_count=3121 1894 229 75 1227 1114 146 968 889 754 1665 1061 867 797 713 530 520 315 120 80 154 105 135 50 85 234 220 214 196 166
is_linear=0
shrinkage=0.00349947


Tree=431
num_leaves=31
num_cat=0
split_feature=12 3 4 132 13 133 14 124 15 52 47 1 148 484 1374 457 1 3 15 15 15 47 1 1212 3 1 1 12 2 159
split_gain=0.604456 0.390521 0.399906 0.327807 0.285492 0.581577 0.371612 0.298909 0.275871 0.25097 0.248968 0.267433 0.258456 0.218965 0.234154 0.215729 0.242814 0.206003 0.196448 0.208053 0.295858 0.178148 0.16911 0.154569 0.157472 0.202026 0.2572 0.175347 0.307408 0.172023
threshold=0.079890000000000017 0.097915000000000016 0.23246000000000003 0.081465000000000024 -0.0044799999999999987 -1.0000000180025095e-35 0.091685000000000016 -0.51664499999999991 0.024640000000000006 0.039215000000000007 0.092710000000000015 0.14089500000000002 -0.043434999999999994 -0.0068949999999999992 -0.094929999999999987 0.082380000000000009 0.10538500000000002 0.12178000000000001 0.15614500000000003 0.091650000000000023 0.091295000000000015 0.10843500000000002 0.099195000000000019 -0.50120999999999993 -0.097604999999999983 0.090405000000000013 0.090540000000000023 0.09334000000000002 0.08622500000000001 -0.47215999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 18 4 5 -1 7 -7 10 21 12 -12 -6 -14 -15 16 -16 -18 19 20 23 -4 -9 -2 27 -26 -27 28 -25 -28
right_child=1 -3 9 -5 8 6 -8 22 -10 -11 11 -13 13 14 15 -17 17 -19 -20 -21 -22 -23 -24 24 25 26 29 -29 -30 -31
leaf_value=-0.001165475276771713 0.00073897441439914227 0.00055263628992552403 0.00073868092882304541 0.0010290786486761079 0.0012871512583958729 -0.0014165529859304288 -0.0014384988422948114 0.00048152962150388792 -0.001026234231659124 -0.00087988843624060929 -0.00097902502235219053 0.00047816337113298235 -0.0011403738629556699 -0.00066122009991985387 -0.00015316289437926185 0.0011620975803824209 0.0013788602627304641 -0.00017499399696619257 0.00049262044212039643 -0.0014110775556958615 0.00092688660019859474 -0.00038203753664287532 0.0013886702469628278 -0.0011043833726063466 -0.0011899117125406438 0.0012377198974030134 0.0009951756278020322 -0.0011195165437716879 0.00039320750646846977 -0.00093277771645931156
leaf_weight=0.34184396348428014 0.14225854270625848 0.79038303019478906 0.91936117841396459 0.742183664406184 0.35618005227297578 0.095999768469482549 0.1328814651351421 0.59415665513370175 0.53778248070739199 0.36184192448854435 0.81392703420715384 0.3348920401185751 0.26461899251444343 0.5488823810592306 1.5774725630180921 0.47488084132783104 0.44637098978273559 0.25118281226605177 0.27692314458545286 0.66601167427143071 0.22991420363541681 0.3766831299290061 1.1111784215900113 0.38382357876980566 1.7797827548347407 0.14996667538071029 0.098526704998221248 0.4322983993042725 0.78904351452365518 0.75747927569318563
leaf_count=56 22 32 67 93 33 2 5 49 50 52 64 9 34 15 107 26 42 12 24 408 24 13 247 58 1194 12 8 130 81 152
internal_value=0 -0.0003642 -0.000462606 0.000157031 7.49201e-05 0.00048488 0.000776555 0.000939956 -9.15196e-05 0.000130785 7.65812e-06 -0.00055424 0.000172349 6.09188e-05 0.000157283 0.000320656 0.000145017 0.000819331 -0.000635016 -0.000692533 -0.000592061 0.000412955 0.00107261 -0.000669099 -0.000714718 -0.000912024 -0.000420381 -0.000372295 -9.68827e-05 -0.000710869
internal_weight=0 8.1543 7.36391 8.62443 7.88225 2.27606 1.93422 1.80133 5.60619 1.65789 5.06841 1.14882 3.91959 3.56341 3.29879 2.74991 2.27503 0.697554 5.70603 5.42911 4.76309 1.29604 1.70534 4.53318 4.39092 2.78576 1.00597 1.60517 1.17287 0.856006
internal_count=3121 2277 2245 844 751 359 303 298 392 132 342 73 269 236 202 187 161 54 2113 2089 1681 80 296 1657 1635 1366 172 269 139 160
is_linear=0
shrinkage=0.00137255


Tree=432
num_leaves=31
num_cat=0
split_feature=31 2 403 1375 1456 123 4 2 15 48 52 457 3 1 148 13 1375 123 14 43 147 2 160 50 50 401 4 0 0 2
split_gain=0.110195 0.127251 0.147333 0.127871 0.120681 0.103427 0.123968 0.196015 0.0932249 0.117784 0.211173 0.107077 0.128109 0.127662 0.166635 0.130253 0.132657 0.1432 0.129061 0.111006 0.103811 0.102824 0.0901243 0.0939834 0.102966 0.104909 0.087972 0.152532 0.281759 0.0779846
threshold=-1.0000000180025095e-35 0.089885000000000007 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088610000000000008 -0.49405499999999997 0.11093500000000002 0.097485000000000016 0.12879500000000002 0.024145000000000003 0.088350000000000026 -0.097604999999999983 0.10538500000000002 -0.079184999999999992 -0.099939999999999987 -1.0000000180025095e-35 1.0000000180025095e-35 -0.24758499999999997 0.11268500000000002 0.08789000000000001 0.090050000000000005 0.10210000000000001 0.10124500000000002 0.10030500000000002 0.084575000000000011 -0.083854999999999985 -0.10607499999999999 -0.068189999999999987 0.12358500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -3 6 7 -6 9 11 -11 12 19 15 -15 -14 -17 20 -16 -8 -18 -10 23 24 25 26 -5 -28 -29 -23
right_child=1 4 3 22 5 -7 8 -9 21 10 -12 -13 13 14 18 16 17 -19 -20 -21 -22 29 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.0032779843585033297 -0.0027607884619086512 -0.0032455959932429744 -0.0028597060865849216 0.0015475469385936871 -0.0032799730172861541 0.0023501608775731509 0.0022927714436668002 0.0022317868438443602 0.0033851380566448288 -0.0030626972119277857 0.0017809645656787863 0.0021543365083341137 0.00095503171859457117 -0.0032928784280465617 -0.00052958745192411498 0.0028732385470922536 -0.0032122187382677531 0.00056103677721618236 0.0027010850006551025 -0.0015947834646959835 0.0029283701946150385 -0.0030898525408061773 -0.0031408908576683833 -0.0030320960445280967 0.0033391157766092241 -0.0030280052733776828 0.00090411254447683915 -0.003005963051876415 0.00062952829147657049 -4.4933689245021495e-05
leaf_weight=0.098169437937030923 0.31498672485395252 0.10327753373712756 0.20605339750181961 0.35410356605280124 0.23816791721037622 0.23607392673147831 0.52424478722241619 0.093124046397861093 0.046093076467513927 0.23611387869459566 0.15450874615635257 0.46430001949192945 0.34307276818435806 0.078773445682600141 0.18662133399629965 0.066670073036222521 0.44588002881937072 0.17891752530704252 0.4105708643764957 0.089175081229768693 0.030521382082952186 0.19546112948955852 0.10429906557328639 0.10646876961618534 0.095433412818238028 0.11832375254016358 0.69214937319338943 0.42501284002355688 0.4612518164503816 0.15767640683043282
leaf_count=86 551 108 82 106 90 103 124 18 1 39 14 75 36 5 33 17 425 32 116 8 6 140 73 139 3 95 85 382 94 35
internal_value=0 -0.000158098 -0.000681819 -0.000426328 0.00019414 0.000279209 0.00015512 -0.00173065 0.000328246 0.00051085 -0.00114681 0.000740569 0.000461773 1.57726e-05 0.00111065 -0.000679118 -0.00145563 -0.00189603 0.00169151 0.00172762 -0.00281881 -0.00113969 -0.000213601 -7.80711e-05 6.84671e-05 -8.37285e-05 9.6543e-05 -0.000228977 -0.00111389 -0.00173029
internal_weight=0 7.15733 2.87808 2.5631 4.27924 4.17597 3.93989 0.331292 3.6086 3.20937 0.390623 2.81875 2.35445 1.74103 0.675966 1.06506 0.721989 0.655319 0.597192 0.61342 0.476401 0.399231 2.35704 2.25274 2.14627 2.05084 1.93252 1.57841 0.886265 0.353138
internal_count=3121 3035 1610 1059 1425 1317 1214 108 1106 930 53 877 802 670 154 516 480 463 149 132 431 176 977 904 765 762 667 561 476 175
is_linear=0
shrinkage=0.00322116


Tree=433
num_leaves=31
num_cat=0
split_feature=1 484 52 47 15 1 0 4 49 52 15 52 50 4 48 128 45 474 52 1374 0 1375 3 16 52 15 1213 43 2 3
split_gain=0.338641 0.278337 0.274637 0.299021 0.251568 0.244328 0.242952 0.315984 0.264222 0.255727 0.237471 0.237364 0.236029 0.239297 0.244309 0.199873 0.205147 0.178125 0.177252 0.196703 0.255564 0.184814 0.254435 0.257632 0.335785 0.19096 0.192015 0.168323 0.157588 0.274744
threshold=0.094385000000000011 -0.0068949999999999992 -0.24456499999999998 0.096300000000000011 0.24356000000000003 0.14000500000000002 -0.060129999999999996 -0.49405499999999997 0.006170000000000001 0.084960000000000022 -0.10653 0.10347000000000002 0.11610000000000001 -0.064804999999999988 0.12879500000000002 0.086435000000000012 0.091170000000000015 -0.14697499999999997 -0.10925999999999998 -0.094929999999999987 -0.23091999999999999 1.0000000180025095e-35 0.084940000000000015 -0.078844999999999985 -0.099454999999999974 0.091475000000000015 -1.0000000180025095e-35 -0.010344999999999998 0.10731 -0.116045
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 12 10 8 11 9 18 27 -8 13 -4 15 16 17 -15 -3 -20 -21 22 23 25 -25 26 -22 -5 -9 -30
right_child=2 6 3 5 -6 -7 7 28 -10 -11 -12 -13 -14 14 -16 -17 -18 -19 19 20 21 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.0019375958199796329 -0.0008079045805018609 -0.0017085960755820163 -0.00040841233384161714 0.00099676317186844234 -0.001857803496717671 0.0014024453126976217 -0.0019822534645167339 0.0010152064899180127 -0.0019035328766341824 -0.0016024708519954581 -0.0015714077553788154 0.000262261224475294 -0.0011396363045542244 -0.00090236879871041331 -0.00054902790830500781 -0.00075402622302088874 -0.0010581295204422391 0.0015731262969737717 -0.0019894026473188725 0.0020209819136989089 -0.0019291252344484111 -0.0019698195103018917 0.0010978207143902347 0.0019990359686594176 -0.0015383680708956251 -0.0019396361140794371 0.00086425353538292825 -0.00066665076419365104 0.0010864848115054999 -0.0019457756530015405
leaf_weight=0.41177449961833179 0.87567878636764351 0.27029101570951786 0.48721620716969516 0.37239821790717542 0.14431512914597977 0.2628824894200078 0.35846502555068616 1.1999258896103127 0.48967752001772158 0.56983770958322555 0.58102773985592637 0.3388513094978407 0.23532244894886378 0.11238786578178661 0.32225046609528352 0.17842849588487286 0.12497598608024407 2.4523527713899962 0.18919826255296435 0.22125932248309332 0.10136480306391837 0.18743578216526646 0.60687293764203776 0.11360605002846569 0.78282103899982614 0.12551537883700803 0.88778524455847141 0.56785752507857967 0.23722105147317052 0.2067566449404693
leaf_count=397 152 90 80 22 9 20 43 54 335 569 80 18 44 2 15 19 10 444 22 7 90 32 19 4 230 46 130 46 8 84
internal_value=0 -0.000402009 0.000196257 0.000346789 0.000635274 -0.000309233 -0.000310195 0.000193022 -0.000569374 -0.000408302 -0.000605016 -0.000891562 0.000727222 0.000846679 0.00103835 0.0012167 0.00134743 0.00146465 -0.000213106 -8.74105e-05 3.14841e-05 -0.000125426 6.62551e-06 -0.000322657 -0.00109007 0.000294503 0.000577997 -7.83811e-06 0.000653084 -0.000325613
internal_weight=0 7.29866 6.71709 5.84142 4.05725 1.78417 6.88688 2.34122 4.54567 4.05599 1.52128 0.697316 3.91293 3.67761 3.1904 2.86815 2.68972 2.56474 3.48615 3.21586 3.02666 2.8054 2.61797 2.01109 0.896427 1.11467 0.98915 0.940256 1.6439 0.443978
internal_count=3121 2178 943 791 623 168 1781 207 1574 1239 148 61 614 570 490 475 456 446 670 580 558 551 519 500 234 266 220 68 146 92
is_linear=0
shrinkage=0.00192278


Tree=434
num_leaves=31
num_cat=0
split_feature=160 1 484 47 4 48 50 128 51 1374 0 124 150 2 0 4 16 1 133 15 151 52 2 16 403 47 16 52 2 3
split_gain=0.104209 0.106103 0.121129 0.117206 0.166615 0.131986 0.116523 0.119023 0.131898 0.107434 0.127466 0.0994661 0.0986954 0.105428 0.0966513 0.120533 0.15006 0.10097 0.127282 0.191728 0.123812 0.121145 0.105277 0.0891673 0.162679 0.085686 0.0816835 0.0779867 0.0746499 0.123779
threshold=-0.40698999999999991 0.094385000000000011 -0.0068949999999999992 0.096300000000000011 -0.17966999999999997 0.12879500000000002 0.11610000000000001 0.086435000000000012 -0.076794999999999988 -0.094929999999999987 -0.23091999999999999 -0.53285499999999997 -1.0000000180025095e-35 0.10584500000000001 -0.060129999999999996 -0.49405499999999997 0.38525000000000004 1.0000000180025095e-35 0.083950000000000011 0.083935000000000023 -0.085369999999999988 0.084505000000000011 1.0000000180025095e-35 -0.095094999999999985 0.03138500000000001 0.10783500000000001 0.25084500000000004 -0.23798499999999997 0.10731 -0.116045
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=26 2 -2 4 -3 6 7 8 -6 -4 -11 -10 -5 25 17 16 -16 18 22 -20 -19 -21 -12 -22 -25 -14 -1 -13 -17 -30
right_child=1 3 9 12 5 -7 -8 -9 11 10 14 27 13 -15 15 28 -18 20 19 21 23 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.0029652552323481407 -0.0032751673225043603 -0.0023312427549708405 -0.0033244023417946505 -0.0027853640861520241 -8.9327780119824432e-05 -0.0012393818141657484 -0.0017683909572694602 -0.0016004266132216831 -0.0030701613594492955 0.002710015731240906 0.0033605742985509893 -0.0025186018542658066 -0.0029630934154842928 0.0015847150317643349 -0.0033155781516419919 0.0016533752994973418 0.0011367054751860923 0.0024378667487170869 -0.0026374573531369652 0.0027210237888769715 0.0012248537392930087 -0.0032666904178761621 -0.0030876555319269581 -0.0023591489882225677 0.0014716380239554201 -0.0001573390168635913 0.0033024366582131005 0.0025940652911591055 0.0014810131352674641 -0.0033019745762459603
leaf_weight=0.20278372921165999 0.15273548768527723 0.16507773978810369 0.12081809414667155 0.1674839137122035 0.3055690347682688 0.23182281741173927 0.11717958487861313 0.1154001067043281 0.035643279901706237 0.15336453501368019 0.028614046052099384 0.032608881418127678 0.14867241926549446 0.28653996033244766 0.17691336214193143 0.6086363994399997 0.14779845584416762 0.17429250608256552 0.20360941976105096 0.20054045310098445 0.20895463619672228 0.043792108477646252 0.45844852194204577 0.41164860450953711 0.16526029214583104 0.52337467086908873 0.024826199529343285 1.1862323603490939 0.13868132163770497 0.098386710960767232
leaf_count=238 396 107 38 21 56 20 41 27 2 12 1 15 39 54 42 48 7 26 219 29 40 119 623 242 41 75 2 452 8 81
internal_value=0 -3.81773e-05 -0.000434894 0.000379704 0.000819465 0.00107638 0.00137585 0.00159576 0.00183219 -0.000305001 -0.000191672 0.00230023 -0.000475367 -7.17654e-05 -0.000336838 0.000400077 -0.00128904 -0.000791943 -0.00155482 -0.000300019 -4.90507e-05 0.00164784 -0.00270883 -0.000600611 -0.00126179 -0.000778037 -0.00228162 0.00245728 0.00104862 -0.000503997
internal_weight=0 6.8081 3.49249 3.3156 2.18953 2.02446 1.79263 1.67545 1.56005 3.33976 3.21894 1.25448 1.12607 0.958587 3.06558 1.17042 0.324712 1.89516 0.935005 0.447942 0.960156 0.244333 0.487063 0.785864 0.576909 0.672047 0.22761 1.21884 0.845704 0.237068
internal_count=3121 2881 1972 909 720 613 593 552 525 1576 1538 469 189 168 1526 186 49 1340 991 367 349 148 624 323 283 114 240 467 137 89
is_linear=0
shrinkage=0.00326149


Tree=435
num_leaves=31
num_cat=0
split_feature=39 3 38 9 2 1456 403 160 47 1 52 15 453 4 2 2 1426 4 0 3 50 50 1447 15 41 3 3 1 156 12
split_gain=0.101109 0.100927 0.107996 0.0999439 0.110637 0.112357 0.104018 0.118547 0.113728 0.108182 0.111689 0.0996668 0.105739 0.108711 0.121706 0.0973396 0.0895701 0.0887976 0.162016 0.118121 0.129245 0.128398 0.0857181 0.0815719 0.0705343 0.09147 0.15256 0.131413 0.0813963 0.0709252
threshold=0.16946000000000003 0.31299000000000005 0.13905500000000001 -0.036024999999999995 0.088850000000000012 -1.0000000180025095e-35 -1.0000000180025095e-35 0.083670000000000008 0.13148500000000005 0.12958500000000003 -0.091869999999999993 0.097485000000000016 0.089215000000000017 -0.49405499999999997 0.11093500000000002 0.090050000000000005 -1.0000000180025095e-35 -0.083854999999999985 -0.10607499999999999 -0.20241999999999996 0.10030500000000002 0.10124500000000002 -1.0000000180025095e-35 -0.46471999999999997 0.091290000000000024 -0.097604999999999983 -0.055119999999999995 0.090475000000000014 0.087380000000000013 0.092550000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 6 -6 -5 8 9 10 -8 12 13 14 -7 -13 -15 -12 -19 -20 -21 -22 -18 -24 25 29 27 -27 -28 -25
right_child=-2 2 -4 4 5 11 7 -9 -10 -11 17 15 -14 16 -16 -17 22 18 19 20 21 -23 23 24 -26 26 28 -29 -30 -31
leaf_value=0.003575697589499203 0.0035807420614675663 0.0035342088780090032 -0.0036392875336806302 -0.0029125129656324042 -0.0035473328627063129 -0.0026950166084540195 -0.0033751693019886814 -0.0029714546050332914 -0.003216458627143249 0.0025597072825044387 0.0016356008364379526 0.0035550201349079341 -0.0029316850837064015 -0.0036817897568217585 0.0022704904626320668 -0.0022759543960895337 -0.0028287554329927073 0.00095202082500661363 0.0028025527043319047 -0.0030165886794681659 0.0036066969675609328 -0.0031068291285269796 0.0035592040409299958 0.002691992619200792 -0.0023065641531278616 -0.0035344285493817918 0.0010776879124504972 0.0035734351025603693 -0.0015130813789914067 -0.0003623888211177626
leaf_weight=0.084057988016866036 0.090622582109062821 0.15932577159401251 0.031122986227273941 0.27483338408274027 0.10292400709295213 0.24387976262369315 0.13995925859853775 0.2366836606961441 0.15642958279931907 0.17337890609633166 0.29827987597673189 0.0401182515270192 0.11645189905539144 0.056874924557634876 0.081771639204816893 0.30975497822873876 0.079365176672584137 0.5303421202843307 0.066938173200469131 0.47233760735980512 0.084077540610451251 0.060973401657975046 0.13455448497552636 0.46945342513209043 0.090570736181689315 0.18103205745501671 1.6289131459197848 0.03927061433205381 0.16575883397308633 0.11803250966477208
leaf_count=79 23 119 1 526 119 91 130 108 16 22 95 4 25 16 15 176 62 65 11 403 3 101 44 68 38 413 252 9 28 59
internal_value=0 -0.000165074 0.00236192 -0.000239839 -0.000290323 8.33833e-05 -0.000868469 -0.000615351 -0.000334095 -8.72073e-05 -0.000364851 0.000182879 0.00036678 0.00048355 -0.00144817 -0.00160735 0.000695798 -8.63735e-05 -0.00050923 -0.00164168 -0.00212352 0.000784609 0.000781446 0.000882778 0.000749053 0.000855395 0.000498835 -0.0022674 0.0008384 0.00207833
internal_weight=0 6.62747 0.190449 6.43702 6.35296 3.85873 2.49423 2.2194 1.98272 1.82629 1.65291 3.7558 3.40593 3.28948 0.325651 0.349873 2.96383 1.51295 1.21467 0.684327 0.617389 0.145051 2.90695 2.82759 2.69303 2.60246 2.01497 0.220303 1.79467 0.587486
internal_count=3121 3098 120 2978 2899 1419 1480 954 846 830 808 1300 1120 1095 106 180 989 678 583 518 507 104 973 911 867 829 702 422 280 127
is_linear=0
shrinkage=0.00352226


Tree=436
num_leaves=31
num_cat=0
split_feature=1 52 484 160 47 50 15 48 1 0 3 150 2 4 52 2 3 1 16 15 133 133 402 1 14 47 14 124 2 51
split_gain=0.664315 0.393666 0.376467 0.365609 0.374685 0.357486 0.361315 0.52562 0.448687 0.318957 0.447043 0.294398 0.278851 0.253312 0.359034 0.291357 0.316261 0.247538 0.360312 0.225484 0.383739 0.532916 0.214673 0.206008 0.199148 0.16395 0.15768 0.201349 0.152127 0.148964
threshold=0.094385000000000011 -0.43320999999999993 -0.0068949999999999992 -0.40698999999999991 0.096300000000000011 0.11610000000000001 0.035560000000000008 0.12879500000000002 0.11146500000000002 -0.060129999999999996 0.013900000000000001 -1.0000000180025095e-35 0.10584500000000001 -0.49405499999999997 0.10347000000000002 0.10731 -0.116045 0.077845000000000011 -0.087989999999999985 0.083935000000000023 0.083950000000000011 0.091935000000000003 -0.094124999999999986 0.11588000000000001 -0.46885499999999997 0.13302500000000003 0.11054000000000001 -0.53285499999999997 0.081135000000000013 0.087505000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 6 7 24 -8 10 17 -6 23 14 -11 -15 -17 19 -19 -4 -21 -22 -20 -13 -5 -25 27 -26 -24 -12
right_child=1 3 9 4 11 -7 8 -9 -10 13 29 12 -14 15 -16 16 -18 18 22 20 21 -23 28 25 26 -27 -28 -29 -30 -31
leaf_value=-0.0013375618916200305 -0.001335543449163853 -0.0011998529911515881 -0.0013360280608497549 -8.8858602526565813e-05 -0.0011612197845610617 -0.00091439671788404262 -0.0010533158562486794 -0.00076825865355170892 0.00065323379994277708 -0.001372653053882897 0.00033650871275252915 -0.00087514175646373753 0.00071882995577651179 0.00068922622315366474 0.00032151131766845764 0.00060565746517259576 -0.0013586020081819571 0.00056727916424024214 0.00052805813638178291 -0.0013348235419920348 0.0011951365138043039 -0.0013340875272037616 -0.0013391930491421292 0.00068216797277163995 -0.0011698225343825272 -0.0004485856325075466 -0.00018964372902887915 0.0011060998129803065 -0.00014232621410790691 -0.00050011055403752214
leaf_weight=0.61029258201597159 0.29270531045040016 0.30374166241381217 1.2705262276867864 0.33211374207166811 0.4092239169403914 0.3056115909712388 0.4931087188888339 0.3688435936346649 0.60228502773679793 0.42207849386613849 1.3466747023630885 0.595571418409236 0.75574550603050727 1.4141877223737562 0.46010899922112003 0.27405674569308758 0.30455255624838162 0.57211163133615617 0.19711346155963827 0.5469558729091657 0.37026786297792569 0.24270493752555922 0.65544690439128306 0.46204131515696645 0.069928558077662628 0.44106523226946592 0.18917899206280697 3.1451258377637727 0.26143203064566478 0.518833657959476
leaf_count=397 119 34 569 34 21 41 61 10 39 43 52 46 53 54 18 8 84 78 41 400 19 164 205 36 2 16 3 428 24 22
internal_value=0 0.000177003 -0.000329796 0.000229251 0.000282383 0.000479977 0.000561917 0.000742539 -0.000114996 -0.000260356 -0.000434878 -0.000126076 6.18239e-05 0.000102775 -0.000489054 0.000364771 -0.000428236 -0.000679004 -0.000288443 -0.000949953 -0.000527066 0.000193697 -0.000727914 -0.000269488 0.000891681 0.000129923 0.000987342 0.0010566 -0.000997927 0.000103829
internal_weight=0 8.76629 9.46734 8.47359 8.16984 5.5062 5.20058 4.10519 1.09539 8.85705 5.98207 2.66365 2.25442 2.87498 0.882187 1.9928 0.578609 4.11656 1.6861 2.43045 1.15993 0.612973 1.11399 1.49868 3.73635 0.903107 3.40423 3.21505 0.916879 1.86551
internal_count=3121 943 2178 824 790 618 577 477 100 1781 1574 172 151 207 61 146 92 1500 348 1152 583 183 270 98 467 52 433 430 229 74
is_linear=0
shrinkage=0.00132658


Tree=437
num_leaves=31
num_cat=0
split_feature=39 42 376 2 43 1456 15 474 1348 14 11 1374 0 0 159 1 0 47 3 48 131 474 43 48 13 52 3 16 52 13
split_gain=0.093558 0.0968056 0.102054 0.101695 0.101678 0.0938856 0.118211 0.113432 0.112435 0.150786 0.124527 0.116227 0.121412 0.145362 0.130912 0.128978 0.185644 0.165334 0.119263 0.117444 0.111477 0.107254 0.102758 0.162604 0.131137 0.0991721 0.0888127 0.0892508 0.0749698 0.0971541
threshold=0.16946000000000003 -0.26584999999999998 0.088470000000000007 0.17025000000000004 0.39192500000000002 1.0000000180025095e-35 -0.24436499999999997 -1.0000000180025095e-35 0.090205000000000021 0.076175000000000007 0.087830000000000005 0.093235000000000012 -0.10607499999999999 -0.084269999999999984 -0.032739999999999991 1.0000000180025095e-35 -0.20211999999999997 0.096300000000000011 0.11296500000000002 0.086260000000000017 0.10441000000000002 0.088510000000000019 -0.074359999999999996 0.10327000000000001 -0.094514999999999988 0.13796000000000003 -0.077774999999999983 -0.056919999999999991 -0.43320999999999993 -0.0034749999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 -3 9 10 11 12 15 26 -15 18 19 -18 -8 -17 21 22 28 24 -24 -9 -14 -28 -16 -30
right_child=-2 2 -4 -5 -6 -7 8 25 -10 -11 -12 -13 13 14 20 16 17 -19 -20 -21 -22 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=-0.00297175512089456 0.0029768980124683128 -0.0030758129742428069 0.002026969162987279 0.0029328587323715362 -0.0028278510366079044 -0.0025028249714144964 -0.00295239295949525 0.0025159327438035333 0.0025069315737486558 -0.0029199172465535564 -0.0029655285494586845 -0.0029102548144465047 -0.0029453253101840663 -0.0029492499016478668 -0.0029382069420028404 0.001305605137201189 0.0027599498717018082 0.00015363772089042329 0.0010759797723100708 -0.00088269047772682109 -0.0028753824467257902 -0.0026159456921448269 0.00060091543953881945 0.0026870208531897194 -0.0017642120845752444 -0.0013051902341914892 0.00057106614798676494 -0.0026776344130700902 0.0021707762077021698 0.00014686092258737955
leaf_weight=0.10154263536969654 0.084295774591737316 0.044648103415966034 0.1905107860584393 0.090542503974574973 0.12372161425446382 0.14146326862828562 0.16400282866379612 0.3340300902200396 0.12819467272493046 0.17856578349892505 0.1342197669437154 0.12366534328612022 0.27508751241111895 0.12912613462685918 0.037020991105237044 0.3216504074225669 0.53878392270416919 0.34198343986645341 0.10273852478712797 0.61166088457684964 0.10314951727195865 0.10593589090422018 0.35511517018312655 0.13907289862981997 0.46578413462339197 0.070742895477451384 0.19250583707980695 0.11677550006424908 0.4877928267524112 0.35022027444210901
leaf_count=18 23 1 58 53 113 267 67 165 34 81 68 33 550 152 62 45 113 32 5 39 100 70 36 22 500 18 69 52 143 132
internal_value=0 -0.000131667 -8.65974e-05 -0.000151456 -0.000197105 -0.000142803 -8.57578e-05 0.00135894 -0.000205926 -0.000271857 -0.000179073 -0.000103702 -3.19689e-05 -0.000435388 -8.63469e-05 0.000502659 0.000782546 0.00174797 -0.00140082 -0.00012853 9.45038e-05 0.000252336 0.000417923 -0.00024444 -0.000741075 0.00184811 -0.00173344 -0.000655547 0.00114458 0.00132495
internal_weight=0 6.50025 6.39871 6.2082 6.11766 5.99394 5.85247 0.449421 5.40305 5.27486 5.09629 4.96207 4.83841 2.75759 2.17322 2.08082 1.81408 0.880767 0.266741 0.933311 2.04409 1.94094 1.83501 0.959972 0.820899 0.404773 0.584369 0.309281 0.875034 0.838013
internal_count=3121 3098 3080 3022 2969 2856 2589 184 2405 2371 2290 2222 2189 1888 1217 301 229 145 72 84 1065 965 895 558 536 183 671 121 337 275
is_linear=0
shrinkage=0.00293173


Tree=438
num_leaves=31
num_cat=0
split_feature=1 12 51 50 3 3 50 39 47 48 50 52 4 4 124 48 2 15 474 43 2 2 13 457 2 49 52 13 42 11
split_gain=0.69236 0.36776 0.362005 0.386077 0.329247 0.523996 0.399012 0.321053 0.50956 0.344479 0.370753 0.323399 0.262328 0.488565 0.253201 0.25194 0.260225 0.241671 0.222348 0.234193 0.208784 0.305249 0.22597 0.221755 0.207416 0.20248 0.295165 0.198786 0.18147 0.192755
threshold=0.104035 -0.064509999999999984 -0.10748999999999999 0.10124500000000002 -0.12018999999999998 -0.055119999999999995 0.10030500000000002 0.15619500000000003 0.13148500000000005 0.12737000000000001 0.11534500000000002 -0.43320999999999993 -0.083854999999999985 -0.084369999999999987 -0.088544999999999985 -0.086869999999999989 0.10045500000000002 -0.015744999999999999 0.084660000000000027 -0.079109999999999986 0.089885000000000007 0.093175000000000022 -0.47860499999999995 0.097135000000000013 0.10222000000000002 -0.081604999999999997 -0.046924999999999988 -0.15416999999999995 0.088915000000000008 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 14 -1 4 17 6 12 8 9 10 11 -3 13 24 -2 -13 -17 -4 19 -7 -21 -22 -23 -24 -6 26 -14 -27 29 -19
right_child=1 7 3 -5 5 18 -8 -9 -10 -11 -12 15 25 -15 -16 16 -18 28 -20 20 21 22 23 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.0013645478470269239 -0.00033470331550810494 -0.0013618682761770513 0.0010134044950288121 -0.0013595167528451435 -0.0010682727505078365 0.00051844352924006892 0.0012949002956465117 0.0014198055696676972 -0.00092635508887545454 -0.00076734658188610117 -0.0013739960623794039 -0.00067231333598298255 0.00070021661329437918 0.0013110110590610002 0.0012502714072465807 0.00020429011797318993 0.0009617720656452856 0.00056824448088413945 0.00087006567041786971 -0.00073025006427367297 0.00063974436376851263 0.00035111035529309813 -0.0010918179316591278 0.00030084749767407808 0.0012203404587534134 0.0014214311511237276 -0.0013643972295054863 -0.001355577422826339 -0.00077297670342413608 -0.00068860977741504994
leaf_weight=0.57261464023031372 0.23083727201446891 0.17534445854835246 0.5714926163782369 0.55695394068607207 0.65737286402145401 0.81889893891639065 0.16939665330573905 0.30957578145898867 0.89146320358850051 0.59866634383797634 0.21988964127376665 0.29898553341627199 0.25568272930104285 0.26750197604996928 0.89463695057202108 1.5023722774349142 1.8330494073452426 0.90438327990705036 0.44198414322454471 1.237695651710965 0.78853034472558681 0.51486480887979302 0.80925160489277848 0.28022897848859429 0.080973185482434928 0.048190675675867989 0.24866165977436949 1.790493211941796 0.41793047578539688 0.29447334771975875
leaf_count=216 21 67 40 271 276 74 6 25 42 24 29 17 14 24 206 88 172 49 26 78 27 14 73 10 4 1 50 1094 30 53
internal_value=0 0.000219068 -0.000318252 -0.000264543 -0.000206999 -0.000328312 -0.000725436 8.27368e-05 7.74742e-06 0.000187666 0.000329548 0.000427872 -0.000827631 -0.000251271 0.00092519 0.00051422 0.00062058 0.000259216 -4.26737e-05 -0.00013334 -0.000280354 -4.76485e-05 -0.0003855 -0.000733606 -0.000817284 -0.00107506 -0.000317719 -0.00128279 -7.37075e-06 0.000259525
internal_weight=0 6.95482 11.7276 11.155 10.598 8.40973 3.51827 5.82935 5.51977 4.62831 4.02964 3.80975 3.34888 1.00585 1.12547 3.63441 3.33542 2.18828 4.89145 4.44947 3.63057 2.39288 1.60435 1.08948 0.738346 2.34303 0.504344 1.83868 1.61679 1.19886
internal_count=3121 691 2430 2214 1943 1771 1469 464 439 397 373 344 1463 304 227 277 260 172 302 276 202 124 97 83 280 1159 64 1095 132 102
is_linear=0
shrinkage=0.00134927


Tree=439
num_leaves=31
num_cat=0
split_feature=1 47 12 4 2 50 48 0 3 39 480 14 42 4 52 4 13 3 4 48 51 3 15 403 402 12 3 133 51 51
split_gain=0.573792 0.459925 0.403966 0.429208 0.360437 0.332651 0.373943 0.275519 0.261138 0.259781 0.293675 0.206393 0.20537 0.247303 0.243647 0.201967 0.195214 0.182612 0.170243 0.279172 0.167819 0.144691 0.140604 0.165384 0.154213 0.262577 0.193075 0.237733 0.134055 0.270817
threshold=0.094385000000000011 0.092530000000000015 -1.0000000180025095e-35 -0.013125 0.11474000000000002 0.11875500000000001 0.12879500000000002 -0.060129999999999996 0.090900000000000009 0.15009500000000003 -1.0000000180025095e-35 -0.46885499999999997 0.092620000000000022 -0.49405499999999997 0.10347000000000002 0.40124500000000002 -0.23438999999999996 -0.14186499999999996 0.27834500000000006 0.091635000000000008 0.084305000000000019 -0.10519499999999998 -0.0063699999999999989 -1.0000000180025095e-35 -0.50169499999999989 0.088615000000000013 -0.084074999999999997 0.076280000000000014 0.045645000000000005 0.086685000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 9 4 -4 6 11 8 15 10 -2 -5 13 14 -9 22 -3 -15 19 -13 -10 -18 28 -24 -25 26 -26 -28 -1 -30
right_child=1 16 3 5 -6 -7 -8 12 20 -11 -12 18 -14 17 -16 -17 21 -19 -20 -21 -22 -23 23 24 25 -27 27 -29 29 -31
leaf_value=-0.0016602719943497235 -0.0017281876538678899 0.00083305621153853906 -0.0014893493571030826 -0.00076024194483368952 0.00068309648998874837 -0.0017284524599189132 -0.001136916287029312 -0.0017405404940071987 0.00038785393968452443 -0.0015817017583757442 0.001597769877969175 2.3597158165493067e-05 -0.0013383325993232748 0.0013608667986258097 0.00029362775920407127 0.0016941703658968634 0.00015985033982709356 -7.4627140771196446e-05 0.0015633868640237835 0.0017294151074839742 -0.00094450115300915368 -0.0010055492437733855 -0.0015614603462163255 0.0018004017660270856 -0.0013134756826182288 -0.001685787118676942 -0.00049526068394902065 0.0012989804153059996 0.00054415891531764003 -0.0016822780261917722
leaf_weight=1.9877648085530388 0.080726443789899349 0.20628895692061666 0.89193126995814986 0.25057447794824961 0.27851346100214869 0.22172158351168025 0.37558352667838324 0.44684671395225506 0.56740577879827447 0.094980807509273291 0.8571972382487727 0.94153422093950101 0.50285718796658319 0.29936167178675588 0.25818712264299393 0.069267032667994388 0.34098829491995353 1.3888175290194342 0.62540616671321902 0.37195741513278335 0.48926185292657465 2.2472441873396742 0.77893202280392992 0.068583570420742368 0.40131301467772573 0.5765889759059063 0.65812484623165735 0.29821254167472944 0.25577238388359536 0.37359383073635399
leaf_count=729 3 24 194 10 31 13 10 58 25 5 259 54 77 21 11 5 20 81 125 31 23 164 540 1 123 246 89 22 14 113
internal_value=0 -0.000186154 0.000117074 -0.000125251 -0.000972404 0.000230553 0.000399888 -0.000797791 -0.000987722 0.00104546 0.00131151 0.000663512 -0.000369876 -0.000166386 -0.000995617 -0.00113433 -0.000727623 0.000179926 0.000847511 0.000506654 -0.000229058 -0.000852013 -0.00117062 -0.000909672 -0.000656181 -0.000743286 -0.000343009 6.42335e-05 -0.00144797 -0.000777461
internal_weight=0 7.78465 4.99013 3.95722 1.17044 2.78678 2.56506 9.42089 6.52482 1.0329 0.937924 2.18947 2.89607 2.39321 0.705034 5.46815 2.79452 1.68818 1.9389 1.31349 1.05667 2.58823 5.39889 2.78175 2.00282 1.93424 1.35765 0.956337 2.61713 0.629366
internal_count=3121 943 735 468 225 243 230 2178 1930 267 262 220 248 171 69 1882 208 102 210 85 48 184 1877 1021 481 480 234 111 856 127
is_linear=0
shrinkage=0.00166705


Tree=440
num_leaves=31
num_cat=0
split_feature=12 1 13 133 14 132 3 16 132 3 15 43 1212 13 41 13 15 3 52 150 48 4 160 1 48 51 1 0 48 0
split_gain=0.687042 0.527176 0.381668 0.428675 0.393648 0.374918 0.326495 0.34206 0.322073 0.264802 0.325363 0.42539 0.365182 0.319524 0.309369 0.289624 0.30999 0.323414 0.2482 0.299252 0.241265 0.25628 0.225397 0.20565 0.204226 0.497232 0.153735 0.211664 0.143458 0.280216
threshold=0.079890000000000017 0.13075500000000004 -0.00051499999999999994 -1.0000000180025095e-35 0.091685000000000016 0.087955000000000019 0.097915000000000016 -0.16927999999999996 0.082230000000000011 -0.097604999999999983 0.083935000000000023 -0.084004999999999982 -0.50120999999999993 -0.0034749999999999994 0.078475000000000017 0.17001000000000002 0.092145000000000019 -0.23446499999999998 -0.0064899999999999992 0.081835000000000019 0.12879500000000002 0.0061450000000000003 -1.0000000180025095e-35 0.077845000000000011 0.086260000000000017 -0.082744999999999985 0.08592000000000001 -0.10151999999999999 0.11951500000000001 -0.14454499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 8 23 18 7 22 -1 14 -11 13 -13 -12 15 16 17 -9 20 28 21 24 -2 -5 25 -4 27 -24 29 -20
right_child=1 -3 5 4 -6 -7 -8 9 -10 10 11 12 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0010380606794340396 -0.0011085380075865575 0.00077190124091689079 -0.0012894654622264991 -6.5109084049113551e-05 -0.0013352017396636078 0.0012176464541970688 0.00032210038387387965 -0.0012761902555745849 0.00092880538526123068 -0.0012713827736517901 0.00086299714170921826 0.00075314075127959942 -0.0012731394482269273 -0.0010183324112310421 -0.001311578732085166 -0.0012966189729787306 -0.001382172040360127 0.00054324010416684514 0.00061568303031250956 0.001021201177892858 -0.001359229677960126 0.00020888898782472155 -0.0012871027832009154 0.0010425849943122567 -0.0011192897185348105 0.0005890632802833199 0.0002889265259162171 7.9296551805817898e-05 -0.00061618204458785777 -0.00025062331546601415
leaf_weight=0.43362035974860225 0.31882532092276994 0.62624108395539302 0.38960039248922873 0.31536456197500307 0.13691510085482139 0.35988940706010897 0.84265959938056845 0.18069473857758556 0.19399321230594069 1.7870741873339273 0.47197737032547593 0.1674281960586067 0.98906460774015048 0.21000200125854274 0.42627544706920151 0.2832165176514535 0.1998399871517903 1.2140462480601835 1.002834256389179 0.50501425319816906 0.35485673788934935 1.1501475389814002 0.28491287073120519 1.8687222345615735 0.65696352289523929 0.54299917758908156 1.3841609961818901 0.50780772219877501 0.55579686956480134 1.500528035685422
leaf_count=64 52 55 59 19 5 25 22 71 31 853 45 20 730 70 52 69 18 100 53 42 14 40 42 317 41 29 51 27 23 82
internal_value=0 -0.000354799 0.000117176 0.000500241 0.000751813 -4.37548e-05 -0.000430931 -0.000506245 -0.000430109 -0.000672105 -0.000885856 -0.000511107 -0.00097979 0.000283679 -0.000335759 -0.00011424 9.57647e-05 0.000307525 -0.000111931 0.000116327 -0.000374827 -0.000247323 -0.000112174 0.000882643 -0.000577421 -0.000195706 3.37529e-05 -0.000411803 -3.3052e-05 9.64146e-05
internal_weight=0 9.89423 9.96725 2.94862 2.321 7.01863 9.26799 8.42533 0.627614 5.92962 3.62555 1.83847 1.15649 0.681979 2.30407 1.8778 1.59458 1.39474 6.65874 3.56417 3.09457 2.73971 2.49571 2.18409 1.58956 0.9326 2.17688 0.792721 3.05916 2.50336
internal_count=3121 2277 844 436 341 408 2222 2200 95 2028 1718 865 750 115 310 258 189 171 383 200 183 169 172 336 129 88 120 69 158 135
is_linear=0
shrinkage=0.00126882


Tree=441
num_leaves=31
num_cat=0
split_feature=1 47 4 48 12 484 16 0 49 52 159 15 160 42 4 52 1374 0 16 52 52 1212 52 402 4 1 16 3 48 13
split_gain=0.319894 0.268665 0.315276 0.252319 0.259008 0.249739 0.231747 0.217526 0.220764 0.21645 0.19105 0.177788 0.175604 0.167953 0.171019 0.271194 0.16508 0.288096 0.172162 0.178021 0.234105 0.235643 0.224733 0.185672 0.15517 0.154311 0.194665 0.170707 0.133712 0.257934
threshold=0.094385000000000011 0.096300000000000011 -0.17966999999999997 0.12879500000000002 0.090995000000000006 -0.0068949999999999992 -0.23935499999999996 -0.060129999999999996 0.006170000000000001 0.084960000000000022 0.085545000000000024 0.035560000000000008 -0.079874999999999988 0.092620000000000022 -0.49405499999999997 0.10347000000000002 -0.094929999999999987 -0.23091999999999999 -0.51370499999999997 0.0031350000000000002 -0.065544999999999978 -0.47073499999999996 -0.10925999999999998 -0.47520499999999993 -0.52556499999999995 0.12337000000000002 -0.061854999999999993 -0.10519499999999998 0.086125000000000021 -0.075974999999999987
decision_type=2 2 2 2 2 2 2 2 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 11 -1 -6 8 9 16 -8 12 -4 14 15 -9 -7 -18 -19 20 22 -22 -20 -23 -15 27 -27 -3 -24 -30
right_child=1 25 3 -5 6 7 10 13 -10 -11 -12 -13 -14 24 -16 -17 17 18 19 -21 21 23 28 -25 -26 26 -28 -29 29 -31
leaf_value=-0.0016682206471564662 -0.0012017058588251936 0.00051805480490704639 0.00024828229022246244 -0.00070793445687706441 0.00093238607913628802 -0.001721044977325091 -0.0013287050349202669 -0.0017016137801155538 -0.0016242613992215151 -0.0013569248107110495 0.00088903660848687206 -0.00057203874516086972 0.0013473058746150352 0.00068132235085194141 0.0006202049066299101 0.00077306453313817419 0.0016768389611981078 0.00096375819786179628 -0.0013840869565079363 0.00072808101183751501 0.001482910875050722 0.0010687486158350446 0.00098089232683067551 -0.0015671870226194489 -0.0017167206216789415 0.0012616805008968837 -0.00041610766520920806 -0.0010572375430065787 0.0011349862613181504 -0.0016898529292171801
leaf_weight=0.37526963639538724 0.30803074143477704 0.23885193414753292 0.51658120335196245 0.39738389814738173 0.38416594348382205 0.18666112780920308 0.40538493038911827 0.25422336696647119 0.43153839354636137 0.52567245547834307 0.14479458180721849 0.1897210253519005 1.7589987808896699 0.10973355022724718 1.4189058372867294 0.23319553351029754 0.22778572060633528 0.28247865685261864 0.25631549835088663 0.33188880654051889 0.087546338210815922 0.079852808034049705 0.4633818524016553 0.90759789873845187 0.22829885594546784 0.30541433650068939 0.50233343325089652 0.90412108378950495 0.16674319904996082 0.18987568462034687
leaf_count=397 107 15 81 20 45 22 117 37 335 569 23 18 332 5 95 11 9 17 88 83 6 6 43 354 59 38 37 110 16 26
internal_value=0 0.000170187 0.000410819 0.000541634 0.000687695 -0.000354329 -5.53525e-05 -0.000277067 -0.000502423 -0.000371786 -0.000745046 0.000969309 0.00109782 0.000138363 0.000329271 -0.000517655 -0.000208943 -0.000114654 -0.000262204 -0.000401664 -0.000575953 -0.00112299 -2.95879e-05 -0.00135403 -0.000938257 -0.000336195 0.000218274 -0.000728042 0.000393801 -0.000369052
internal_weight=0 6.05578 4.10506 3.79703 3.39965 6.75697 0.934345 6.3817 4.13734 3.7058 0.55018 2.4653 2.27558 2.24436 1.90632 0.487419 3.18013 2.99347 2.76568 2.4832 2.15131 1.075 1.07632 0.987451 0.338032 1.95072 0.807748 1.14297 0.820001 0.356619
internal_count=3121 943 743 636 616 2178 185 1781 1574 1239 140 431 413 207 143 48 670 648 639 622 539 366 173 360 64 200 75 125 85 42
is_linear=0
shrinkage=0.00165728


Tree=442
num_leaves=31
num_cat=0
split_feature=1 12 0 3 3 4 43 124 150 484 4 15 12 15 43 403 3 3 159 2 3 52 47 15 51 51 133 132 457 4
split_gain=0.670479 0.431521 0.406292 0.366729 0.366079 0.297248 0.356003 0.295046 0.28545 0.292417 0.278254 0.245835 0.296774 0.24351 0.240469 0.23542 0.240638 0.233094 0.22451 0.314689 0.304206 0.221709 0.237531 0.32476 0.220325 0.309448 0.195471 0.195136 0.194096 0.167644
threshold=0.094385000000000011 -0.064509999999999984 -0.060129999999999996 0.090900000000000009 0.16158000000000003 -0.49405499999999997 -0.52440999999999993 -0.087894999999999987 0.081835000000000019 -1.0000000180025095e-35 0.40124500000000002 -0.0063699999999999989 0.088615000000000013 -0.24436499999999997 -0.074359999999999996 -1.0000000180025095e-35 -0.084074999999999997 -0.077774999999999983 0.092630000000000018 0.10731 -0.116045 -1.0000000180025095e-35 0.096300000000000011 1.0000000180025095e-35 0.045645000000000005 0.086685000000000012 0.076280000000000014 0.12527000000000002 0.082380000000000009 0.36766000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 3 10 8 6 -4 -2 9 -3 11 24 15 -11 17 -13 -17 -15 19 -7 -21 -16 23 -23 -1 -26 -18 -14 -5 -10
right_child=1 4 5 28 -6 18 -8 -9 29 13 -12 12 27 14 21 16 26 -19 -20 20 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0011631133235718509 -0.00015540124672826404 -0.0010837774396349877 0.00070102214595149366 -0.00033346834819350654 0.00083732936369450327 0.00080724343920174737 -0.00095087698342882201 0.00097914042976636126 0.00014430724991880466 0.00040384664832809956 0.0012040279267980104 -0.00093999973212761088 -0.0011805335899209989 -0.00030427916896315664 -0.0011269428086230296 -0.00070654586695762824 -2.3104782063006438e-05 0.00069373196622832766 -0.00049228352317599606 0.00058169713496560602 -0.0011899029374924505 0.00096117668965714769 -0.00070585273035014243 -0.00056857878614819421 0.0005148920641304866 -0.0011535038290815638 0.0010413936022319321 0.00047092324315203284 0.00063464373822613512 0.0010537404630185617
leaf_weight=1.7136460227193309 0.42955393268493924 0.48394384019775305 0.24171947222203016 0.62787431781180181 0.6565177363809197 1.151807445101442 0.69161008106311817 1.1770069696358403 1.1854439580347387 0.94295819220133026 0.1114197801798581 0.40648983212304335 0.79383065932779562 0.73682472994551063 0.57787157269194711 0.39224486213061016 0.63402580819092713 0.56974156486103333 0.42266132630174968 0.27298063412308726 0.25964188092620999 0.38000324135646157 0.85341464111115783 0.3821334182866849 0.29661386302905146 0.3144254855287727 0.37805129261687398 0.1121046019543428 0.51963869947940111 0.36366212624125172
leaf_count=729 37 81 8 33 85 41 74 245 53 81 5 294 473 60 112 123 89 28 28 5 92 15 45 54 14 113 22 20 15 47
internal_value=0 0.00012718 -0.000324355 -0.000494116 3.60741e-06 2.74231e-05 -0.000523058 0.000675793 -8.09129e-05 -0.000218853 -0.00062752 -0.000667999 -0.000428652 -0.000124642 -0.000267026 -0.000154731 7.25704e-05 0.000130914 0.000271257 0.000462846 -0.000281919 -0.000504069 -0.000281271 0.000194161 -0.000947712 -0.000343623 0.000374528 -0.000976175 0.000104931 0.000357802
internal_weight=0 8.73908 9.34079 6.30037 7.13252 3.04042 0.93333 1.60656 6.476 4.92689 5.15285 5.04143 2.71675 4.44295 3.49999 1.81081 1.40432 1.30657 2.10709 1.68443 0.532623 2.19342 1.61555 0.762137 2.32469 0.611039 1.01208 0.905935 1.14751 1.54911
internal_count=3121 943 2178 1930 661 248 82 282 576 476 1882 1877 1021 395 314 528 234 88 166 138 97 226 114 69 856 127 111 493 48 100
is_linear=0
shrinkage=0.00117172


Tree=443
num_leaves=31
num_cat=0
split_feature=1 52 47 3 3 15 48 1 160 50 15 403 3 52 12 3 43 402 49 2 47 0 51 48 48 133 2 124 14 128
split_gain=0.501994 0.341217 0.34861 0.333968 0.426675 0.266571 0.394858 0.332527 0.265193 0.283825 0.251578 0.309312 0.214278 0.207525 0.190856 0.386884 0.185331 0.180369 0.164282 0.236599 0.157534 0.146704 0.136851 0.132622 0.202121 0.131388 0.145971 0.125862 0.119975 0.131477
threshold=0.094385000000000011 -0.43320999999999993 0.096300000000000011 -0.12018999999999998 0.090900000000000009 0.035560000000000008 0.12879500000000002 0.11146500000000002 -0.26568499999999995 0.11843500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.16158000000000003 0.10160000000000001 0.088615000000000013 -0.084074999999999997 -0.041739999999999992 -0.47520499999999993 0.0034800000000000005 0.11362000000000001 0.13206500000000002 -0.10324499999999999 0.084305000000000019 0.084170000000000009 0.085700000000000012 0.076280000000000014 -0.013254999999999998 -0.083859999999999976 0.10769000000000001 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=3 -2 5 18 10 6 8 -7 -3 28 23 -12 16 22 15 -13 20 -16 19 -1 -4 -9 -6 -5 -25 26 -17 -26 29 -10
right_child=1 2 12 4 13 7 -8 21 9 -11 11 14 -14 -15 17 25 -18 -19 -20 -21 -22 -23 -24 24 27 -27 -28 -29 -30 -31
leaf_value=-0.00026040595508191336 -0.0014111449113155892 -0.0010570941589931396 0.00049049233323575153 -0.0014123459825931407 0.00075171047938170908 -0.0011671972816438665 -0.00078626810461060513 0.0012927664058401203 0.0010764340809976843 -0.00071957441344325918 -0.0014061699234486258 -0.0014566370132111706 0.00097123097631189993 -0.0007582436208596801 0.0015022632570749689 -0.0014149207223030401 -0.0008005120363234027 -0.0009804833483918118 0.0010454230921386825 0.0014332025687644808 -0.00068858169403783573 -0.00016265899284678714 -0.00030084567821723503 0.0003545984015057757 0.00065371356327788364 0.0010691217667742579 0.00037422083239575793 -0.0012667572452982781 -0.00035659976394588304 -0.00026594745631010341
leaf_weight=1.173641179280821 0.26240143232280377 0.15211839252151627 0.60091119067510601 1.0918210018426178 0.80369805620284729 0.41672987036872644 0.36328600626438845 0.24717711075209081 2.7359457848651814 0.21500260254833836 0.50332408942631479 0.2471746333176269 0.25523073179647315 0.38132495956961054 0.0629132241010667 0.10673497617244709 1.0417652317555621 0.65861018202849642 0.35319895556312975 0.18778896389994759 0.353047467302531 0.30197081551887095 0.34713799029123038 0.2606487038428893 0.074317792488727719 0.44625893348711543 0.55407251548604186 0.67768117031664588 0.13260767702013243 0.15110121236648399
leaf_count=136 119 14 57 648 47 82 10 14 453 21 533 88 25 22 1 12 83 273 31 7 18 30 20 15 8 22 87 228 4 13
internal_value=0 0.000157104 0.000216171 -0.000353296 -0.000504289 0.000432672 0.000601707 -0.000223612 0.00075059 0.000835601 -0.000714221 -0.000420931 -0.000237418 0.000137437 -0.000182034 0.000128031 -0.000391991 -0.000764 0.00019407 -2.67979e-05 5.41326e-05 0.000492443 0.000434218 -0.00107366 -0.000708489 0.00048184 8.5235e-05 -0.00107696 0.000946331 0.00100618
internal_weight=0 7.2293 6.96689 7.93035 6.21572 4.71594 3.75006 0.965878 3.38678 3.23466 4.68356 2.57909 2.25095 1.53216 2.07576 1.35424 1.99572 0.721523 1.71463 1.36143 0.953959 0.549148 1.15084 2.10447 1.01265 1.10707 0.660807 0.751999 3.01965 2.88705
internal_count=3121 943 824 2178 2004 641 515 126 505 491 1915 1016 183 89 483 209 158 274 174 143 75 44 67 899 251 121 99 236 470 466
is_linear=0
shrinkage=0.00140091


Tree=444
num_leaves=31
num_cat=0
split_feature=1 12 40 52 3 3 376 133 133 3 3 457 484 4 160 11 43 9 15 403 0 133 13 2 15 47 0 0 49 150
split_gain=0.104663 0.118224 0.132007 0.103592 0.166894 0.131984 0.108317 0.102939 0.0946272 0.102041 0.107587 0.134418 0.105018 0.0992073 0.103202 0.101036 0.0926482 0.0904417 0.0988437 0.128892 0.116663 0.102649 0.0884969 0.0829491 0.0874987 0.089998 0.0805769 0.160288 0.0803906 0.0903065
threshold=0.098700000000000024 -0.064509999999999984 0.57330500000000006 0.11434500000000002 0.090900000000000009 -0.12018999999999998 0.089985000000000023 0.0068000000000000014 -0.25159999999999993 0.16158000000000003 0.12178000000000001 0.080930000000000016 -1.0000000180025095e-35 0.50500500000000004 -0.22361499999999998 0.088215000000000002 -0.20207499999999998 -0.036024999999999995 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.082974999999999979 0.091580000000000009 -0.079969999999999986 0.11704500000000001 0.035560000000000008 0.090280000000000013 -0.084269999999999984 -0.10096999999999999 -0.080859999999999987 -0.23067999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 7 17 -1 -3 10 11 12 -10 14 -14 22 -5 -7 28 -20 26 -22 -16 24 25 -24 27 -21 -19 -30
right_child=1 8 -4 16 -6 6 -8 -9 9 -11 -12 -13 13 -15 15 -17 -18 18 19 20 21 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0011607450023775759 0.0027998974836070294 -0.0033030977097036709 -0.0036655038531429912 0.0014475362495079947 0.0011371358532853528 0.0036772100830931029 0.0034345515167724023 -0.0022187679475681715 -0.0035952316020510392 0.0026661589354895726 -0.0014583137123282495 0.0029747167811964505 -0.0036107211102003774 0.0035910796972434978 0.0027920634492255752 -0.0024921669484233213 -0.003280291092062548 -0.00078045107105215888 -0.0035817209449862187 0.0017907066639412698 -0.002661855080642473 0.0011606089599699818 0.0024188874249868268 0.0026830670940967971 -0.0026243494733466251 -0.00051252384727935429 0.0031521571055272138 -0.0035886042373718704 0.0021579662761539104 -0.0033811815651518004
leaf_weight=0.62159739833441641 0.37806670518330099 0.10193128712126132 0.045188331976532936 0.065263922224403359 0.76653313668793988 0.044891349622050547 0.062544270185753592 0.14140883067739196 0.095568360062317725 0.19924730359343801 0.50618090073112387 0.22762446373235423 0.093574238984730829 0.1067916307656559 0.20041025758837439 0.14944337612541847 0.28144448255261512 0.2994935297210759 0.16897813426476438 0.21444202799466439 0.30293192496173493 0.127627095891512 0.18678391896537083 0.14405217237072065 0.16066344731370918 0.47249240409291815 0.15541679043963086 0.10569718493934488 0.040173523826524615 0.59189964630059178
leaf_count=113 255 24 3 23 83 6 5 44 47 82 49 43 26 50 20 58 330 78 506 25 186 44 57 27 26 55 25 112 5 714
internal_value=0 0.000355298 0.00210963 -0.000522934 -0.000345243 -0.000740186 -0.00120021 0.000534416 7.45438e-05 0.000209939 1.11569e-06 0.000403169 3.95501e-05 0.000268957 1.6882e-05 0.000275246 -0.00239033 -0.0013415 -0.00145378 -0.000715168 -0.000180595 -0.00152879 0.000630425 0.000181029 -0.000258545 0.000317994 0.00104004 1.4673e-05 -0.00230619 -0.00302912
internal_weight=0 3.06802 0.423255 3.99034 3.64363 2.8771 2.1141 0.763006 2.64476 2.54283 2.34359 1.8374 1.60978 1.51421 1.40742 1.31385 0.346708 2.05155 2.00666 1.07509 0.906115 0.430559 1.1644 0.963992 0.81994 0.659276 0.475556 0.320139 0.931567 0.632073
internal_count=3121 822 258 2299 1946 1863 1706 157 564 540 458 409 366 319 269 243 353 1701 1695 898 392 230 185 165 138 112 162 137 797 719
is_linear=0
shrinkage=0.00357515


Tree=445
num_leaves=31
num_cat=0
split_feature=1 0 2 457 2 132 13 1 49 133 4 43 131 3 15 133 133 133 51 51 4 1212 1429 11 15 47 42 16 2 3
split_gain=0.332822 0.287532 0.275064 0.253638 0.295886 0.272974 0.233918 0.212272 0.198952 0.193265 0.19326 0.285005 0.171464 0.151568 0.162014 0.272736 0.330025 0.150522 0.1448 0.197616 0.220531 0.196532 0.219419 0.144082 0.141116 0.147281 0.199393 0.16 0.137773 0.242447
threshold=0.090405000000000013 -0.060129999999999996 0.14753000000000002 0.045365000000000009 0.11411 0.080640000000000017 -0.092094999999999982 1.0000000180025095e-35 0.67874000000000012 0.085635000000000003 -0.49405499999999997 -0.52440999999999993 0.10258000000000002 0.11296500000000002 0.083935000000000023 0.083950000000000011 0.091935000000000003 0.2590050000000001 0.089685000000000001 0.078435000000000019 0.04735000000000001 -0.46900499999999995 0.084690000000000015 0.082245000000000013 1.0000000180025095e-35 0.092530000000000015 -0.098769999999999983 -0.14322499999999996 0.10731 -0.116045
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 5 -5 6 23 13 9 12 11 -3 24 14 -1 -16 -17 -11 19 20 21 -9 -23 -2 25 27 -27 -8 -12 -30
right_child=2 10 -4 4 -6 -7 8 18 -10 17 28 -13 -14 -15 15 16 -18 -19 -20 -21 -22 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.0016668060957866512 0.00073484474318294163 0.00099957138947856798 0.0014012345619675223 0.0010788181194012474 -0.00085453164084120211 0.0010727378260294376 0.00078862258462705662 0.0014111582549064491 0.001704179603464056 0.0016672683315280506 0.00074662871524421753 -0.0013744818349253969 0.00087695052714198136 0.00010772515916843149 -0.0016670223931215054 0.0013729758214239952 -0.0016633838001902854 -0.0012961974487143853 -0.0016846882929059182 0.00078130189987755591 0.0010516473720498197 -0.0016184293508870338 0.0010286793089088395 -0.00081466793346913222 -0.0014084796219651636 0.00036147108497399814 -0.0012990323580881625 -0.00048546142557376874 0.00074200944326330114 -0.0016832150898561367
leaf_weight=0.99368994543328948 0.87442981312051349 0.19741351762786508 0.43177608246332955 1.0625390931963918 0.27335078257601697 0.47764342569280405 0.35965124616632316 0.08814071991946526 0.11622653435915697 0.18531701707979653 1.0123901084298266 0.46848004247294772 0.20361802483967029 0.27265860745683301 0.39089553392841481 0.2667378194455523 0.15571179446124006 0.06310548388864845 0.17135864924057376 0.49096595591981895 0.19691515655722469 0.57216184050776064 0.10121938586235046 0.20310254185460508 0.61132556793745596 0.25076811708277091 0.95511295087635495 1.0947913702984822 0.25160533050075173 0.20583442221686699
leaf_count=784 108 8 112 114 26 73 54 6 6 72 53 69 38 9 434 21 189 67 37 25 18 231 9 19 100 10 123 199 8 99
internal_value=0 -0.000414196 0.000118957 3.67016e-05 0.000683215 -0.000123383 -0.000239565 -0.000693655 -0.00043104 -0.000497686 7.00096e-05 -0.00067066 -0.000598631 -0.00104406 -0.00121785 -0.000669354 0.000253796 0.000914474 -0.000244026 -7.37012e-05 -0.000511682 -0.00091593 -0.00122053 0.000442779 -0.000690467 -0.000525473 -0.000953724 -0.000170409 0.000405564 -0.00034927
internal_weight=0 5.83618 7.16276 6.73098 1.33589 5.39509 4.91745 3.70046 3.83992 3.72369 2.13572 0.665894 3.47527 2.07969 1.80704 0.813345 0.42245 0.248423 1.62076 1.4494 0.958437 0.761522 0.673381 1.07753 3.27165 2.66032 1.20588 1.45444 1.46983 0.45744
internal_count=3121 2000 1121 1009 140 869 796 1763 669 663 237 77 524 1437 1428 644 210 139 326 289 264 246 240 127 486 386 133 253 160 107
is_linear=0
shrinkage=0.00165728


Tree=446
num_leaves=31
num_cat=0
split_feature=12 43 16 43 3 52 42 0 0 457 160 1 43 474 0 402 2 1 1212 4 52 42 2 47 51 133 453 1 2 52
split_gain=0.453465 0.38622 0.278666 0.252289 0.251052 0.257203 0.219844 0.237177 0.284401 0.221767 0.214745 0.18708 0.216652 0.178912 0.194643 0.17759 0.175127 0.174239 0.172339 0.172922 0.195197 0.167186 0.165256 0.155715 0.152433 0.209777 0.199361 0.22478 0.176186 0.338659
threshold=0.051320000000000005 -0.043144999999999996 -0.16927999999999996 -0.40263499999999991 0.30112000000000005 -0.087284999999999988 -1.0000000180025095e-35 -0.060129999999999996 -0.053834999999999994 0.080930000000000016 -1.0000000180025095e-35 0.08592000000000001 0.07827000000000002 0.084660000000000027 -0.26609999999999995 -0.50169499999999989 0.10855000000000002 0.099195000000000019 -0.50120999999999993 -0.083854999999999985 0.083680000000000018 0.086835000000000009 0.089885000000000007 0.10843500000000002 -0.031924999999999995 -0.065894999999999981 1.0000000180025095e-35 0.094465000000000007 0.11263500000000001 0.13389000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 16 15 9 -9 18 -2 12 -12 14 -7 -4 -3 -5 -8 20 -20 -10 -11 -13 -16 -26 27 -27 -29 -30
right_child=2 4 6 17 -6 13 7 8 21 22 11 23 -14 -15 24 -17 -18 -19 19 -21 -22 -23 -24 -25 25 26 -28 28 29 -31
leaf_value=-0.00027874113992608872 -0.0011780789207897634 -0.0014627115300976652 0.00048245829872724911 0.00042027238380962819 0.00081807291081630908 0.0013828475658839627 0.00090447397433244625 0.0013469913848963889 3.2588963883388287e-05 -0.00075214436157779781 -0.0014672434908841066 0.00088748816954309145 0.0001785957574419959 0.0009550072021425204 -0.0011031830257033646 -0.0014135958007612073 -0.0001534364087573831 0.0013711746912550703 -0.0014503013665366684 -0.0012269374033074564 0.00089792578543875358 -0.0010962493994666385 0.0011009750795425864 -0.0002008831583392319 -0.0013314238091195255 -0.00035444798391575934 -0.0010551365168915867 0.00098098239618003044 -0.00094638143148942702 0.0010151375809680403
leaf_weight=0.45352945016929913 0.26065422766259905 0.47852041258011002 0.11570719990413636 0.73440134245902278 0.58964710123836983 0.17014847730752114 0.10070707724662531 0.26928521334775712 1.0318513456440999 0.18184024479705829 0.24520974315237243 0.85781475028488763 0.49980841291835532 0.35268152656499285 0.33801991876680526 0.83347218777635124 0.37462860561208799 0.86096719501074404 0.12110154719266586 1.4747641366120656 0.18257430189987645 0.36541177495382715 0.21720395283773541 0.39481215178966522 0.256798651302235 1.0533291087485839 0.31503806286491443 0.78246384998783447 0.37534137582406402 0.34970521880313754
leaf_count=32 66 83 21 58 118 20 18 15 113 47 46 59 30 33 28 672 22 208 55 1002 28 96 14 18 37 68 15 44 38 17
internal_value=0 0.000134482 -0.000370498 0.000665122 -6.55112e-05 -0.000173008 -0.000562798 -0.000413694 -2.53855e-06 -0.000714464 4.62292e-05 0.000205978 -0.000363104 -2.03067e-05 -0.000114783 -0.00118246 -0.000887792 0.000933443 -0.000920658 -0.00102401 -3.85133e-05 -0.000262624 0.000256528 0.000544447 -0.000188204 -8.94763e-05 2.14222e-05 0.000153862 0.000509029 -2.99565e-07
internal_weight=0 7.48522 7.15222 2.0489 5.43632 4.84668 4.89392 3.94474 1.66655 2.27819 2.2583 1.99765 0.745018 3.99353 3.64084 0.949179 0.853149 1.59537 1.87915 1.77844 0.303676 1.39726 0.399044 1.25263 3.4707 3.13268 2.87588 2.56084 1.50751 0.725047
internal_count=3121 821 2300 298 523 405 2081 1388 224 1164 219 153 76 300 267 693 105 266 1103 1085 83 209 61 77 247 219 182 167 99 55
is_linear=0
shrinkage=0.00143414


Tree=447
num_leaves=31
num_cat=0
split_feature=1456 1 52 158 3 3 150 1365 2 133 12 402 133 43 16 48 52 15 1 49 1374 0 1 151 40 0 475 475 151 1447
split_gain=0.10502 0.0994856 0.124236 0.114268 0.124002 0.110297 0.109072 0.104971 0.106806 0.108358 0.0949738 0.110344 0.0924526 0.0923727 0.0990405 0.105922 0.121633 0.0912256 0.125978 0.120856 0.121823 0.0899202 0.134846 0.0783687 0.077181 0.0851087 0.0854134 0.0772308 0.0770033 0.0754534
threshold=-1.0000000180025095e-35 0.094385000000000011 -0.43320999999999993 0.084765000000000021 -0.12018999999999998 0.092670000000000016 0.088040000000000021 0.088010000000000019 0.14753000000000002 -0.25159999999999993 0.092355000000000007 -0.50169499999999989 0.0068000000000000014 -0.48582499999999995 -0.083539999999999989 0.085845000000000019 0.084960000000000022 0.035560000000000008 0.11146500000000002 -0.043469999999999995 -0.26569999999999994 -0.077999999999999986 0.083135000000000014 0.08357500000000001 -0.089249999999999982 -0.24955499999999997 -0.082449999999999982 -0.085144999999999985 -0.033849999999999991 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=28 3 -3 4 12 6 10 8 9 -4 13 -12 21 -6 15 16 -15 19 -19 -11 -21 22 -2 24 -16 -26 27 -27 -1 -22
right_child=1 2 7 -5 5 -7 -8 -9 -10 17 11 -13 -14 14 23 -17 -18 18 -20 20 29 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.00086655188412133833 -0.00324856644035857 -0.0032393621097933241 -0.002913846843083752 -0.0032615775198885856 0.0025399224682501895 0.00052993402212593696 -0.0030120320523615348 -0.0029913083337842652 0.0028792239219930845 0.0021155483128613016 0.0020167112287494179 -0.0032558379126043828 -0.0012841140380054675 0.0014237034479939587 0.002969987346696019 -0.002764644973009571 -0.003230566550775468 -0.003226234356132163 0.00064162903821741318 -0.0032781841566837705 -0.002057924201158641 0.0022806166267762044 0.0023139598919580261 0.0014454858766980978 0.0033214137032342699 -0.0026418597786067883 -0.0031952333569985288 0.0025317256178358375 -0.003243690643198321 0.00071331351425905063
leaf_weight=0.063880407411488704 0.090176244295435026 0.097396330071206072 0.098960393035669614 0.14241539188878949 0.10433258990815431 0.62882076977984969 0.25040364043525176 0.089201038004830369 0.19367565291759081 0.52531672563054854 0.049522291221364867 0.24968546459058405 0.16640607532463036 0.47547390877298346 0.031940430868417913 0.09987436595838517 0.06665562950365711 0.15220058232807776 0.20679340447532013 0.090805256157184711 0.1086964652058694 0.40767721054726358 0.091326768801081926 0.082989299044129439 0.02770781330764327 0.06102874968200922 0.40207144913801751 0.05916564086510423 0.18456665717894782 1.7362405572930506
leaf_count=28 34 118 26 134 13 63 118 16 109 143 11 461 40 140 4 37 212 60 32 3 31 45 18 15 1 59 515 21 260 354
internal_value=0 -5.09606e-05 0.000350698 -0.000430923 -0.000310416 -0.000645979 -0.00102308 0.000459901 0.000558803 0.000404844 -0.000731904 -0.00238317 0.000839684 -0.000381807 -0.000615053 0.00028891 0.000851454 0.000521303 -0.000998206 0.000742953 0.000370462 0.00143952 -0.000449673 -0.00148788 -0.00190622 -0.00218942 -0.00248178 -9.51644e-05 -0.00218687 0.000550043
internal_weight=0 6.78696 3.29929 3.48767 3.34526 2.58967 1.96085 3.20189 3.11269 2.91901 1.71045 0.299208 0.755586 1.41124 1.30691 0.642004 0.54213 2.82005 0.358994 2.46106 1.93574 0.58918 0.181503 0.664903 0.581914 0.549974 0.522266 0.120194 0.248447 1.84494
internal_count=3121 2833 892 1941 1807 1670 1607 774 758 649 1489 472 137 1017 1004 389 352 623 92 531 388 97 52 615 600 596 595 80 288 385
is_linear=0
shrinkage=0.00322668


Tree=448
num_leaves=31
num_cat=0
split_feature=1 51 50 47 42 42 0 123 131 159 12 454 376 474 52 12 43 43 4 13 151 3 0 3 150 51 0 9 0 48
split_gain=0.421372 0.285647 0.296507 0.240475 0.233982 0.269885 0.317751 0.273827 0.235937 0.249554 0.261749 0.234294 0.227549 0.257731 0.216158 0.224372 0.209673 0.247746 0.208704 0.251063 0.201698 0.190611 0.254717 0.194505 0.317213 0.202783 0.388519 0.21648 0.179552 0.173886
threshold=0.104035 -0.10748999999999999 0.10124500000000002 0.087885000000000019 -1.0000000180025095e-35 0.092620000000000022 0.18019500000000002 1.0000000180025095e-35 0.08844500000000001 0.091530000000000014 0.10832500000000002 -1.0000000180025095e-35 0.091135000000000008 0.085860000000000006 -0.24456499999999998 -1.0000000180025095e-35 -0.12152999999999999 0.13895500000000002 0.27834500000000006 0.41383500000000001 -0.40381499999999992 -0.10831999999999999 -0.082974999999999979 0.090900000000000009 0.087380000000000013 0.081440000000000026 -0.084269999999999984 -0.036024999999999995 -0.23811499999999999 -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 -1 4 14 12 6 7 8 9 10 11 -6 13 -3 -2 -16 -13 21 19 -7 -17 -18 23 24 25 26 27 -23 -29 -22
right_child=3 2 -4 -5 5 18 -8 -9 -10 -11 -12 16 -14 -15 15 20 17 -19 -20 -21 29 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0016532174866030066 -0.00073214266122660437 -0.0012683439723521431 -0.0016482974050106159 -0.00016394427252603165 -0.0016722157018717895 -0.001489947901558159 0.0017012334782991758 0.0013758452258964288 -0.0016596000010459513 -0.0013111028550107564 -0.0017526784601001816 0.0013076412053696529 0.0015163730278363471 0.0013319629233348354 0.0015465414224443302 -0.001486215309839223 0.00074089756791800908 0.0015256640512899839 0.0015876098583171966 0.0017730148197062645 -0.00077505207431300695 0.0017706652898057801 -0.0012321747017007012 0.00068078935745097171 -0.0016945186767536216 0.0010230265124461233 0.0012914460802388506 0.0011194091434943768 -0.0016094358361746889 0.00071709668053566208
leaf_weight=0.41231147282814973 0.32718867529183659 1.0975620964018133 0.39316413897904645 2.2240821702289395 0.18641002665389805 0.70531977851351246 0.29679421032778908 0.34690580226015288 0.25701290258439247 0.3913054417062084 0.20748471876140673 0.41924824775196334 0.10268368013203133 0.11300291269435536 0.62331245897803533 0.13750659674406174 0.71280986309283978 0.29954935272689898 0.079812782234512269 0.069641269743442535 0.23465586989186871 0.068597465753551967 0.53161753220776109 0.80699284095317114 0.34742546995403234 0.41126569741754793 0.27841129284934152 0.07325276732444419 0.56235863763140848 1.9914581312332282
leaf_count=216 54 642 271 181 39 315 14 47 71 78 8 25 4 21 210 8 64 10 11 1 14 1 119 37 83 37 34 5 277 224
internal_value=0 -0.000319635 -0.000256856 0.000253085 -0.000191461 -7.31393e-05 4.59721e-05 -3.72852e-05 -0.000125554 -5.11178e-05 4.93911e-05 0.00012898 -0.000826853 -0.00102561 0.000532951 0.000671529 0.000203402 9.02748e-05 -0.000936743 -0.00119672 0.000440778 -2.3092e-05 -0.000199908 1.54396e-05 -0.00029291 5.64406e-05 -0.000348114 -0.00099632 -0.00129494 0.000559808
internal_weight=0 9.17094 8.75863 5.5382 8.36546 7.05222 6.19744 5.90065 5.55374 5.29673 4.90542 4.69794 1.31325 1.21057 3.31412 2.98693 4.51153 4.09228 0.854774 0.774961 2.36362 3.79273 3.07992 2.5483 1.74131 1.39389 0.98262 0.704209 0.635611 2.22611
internal_count=3121 2430 2214 691 1943 1276 949 935 888 817 739 731 667 663 510 456 692 667 327 316 246 657 593 474 437 354 317 283 282 238
is_linear=0
shrinkage=0.00163948


Tree=449
num_leaves=31
num_cat=0
split_feature=12 4 3 43 3 13 15 52 41 457 1374 1375 15 15 3 11 1 2 1 4 2 2 3 43 48 133 52 46 1 150
split_gain=0.731755 0.477735 0.429026 0.41932 0.48386 0.422252 0.3774 0.371626 0.25353 0.247883 0.338326 0.230582 0.208564 0.266445 0.249616 0.270086 0.261536 0.313298 0.250632 0.30561 0.212167 0.208315 0.176438 0.473434 0.164203 0.195357 0.214301 0.157357 0.157231 0.154122
threshold=0.079890000000000017 0.40473500000000007 0.097915000000000016 -0.04890499999999999 0.30112000000000005 0.40528500000000006 0.15614500000000003 -0.087284999999999988 0.083035000000000012 0.082380000000000009 -0.26569999999999994 0.071870000000000003 0.091650000000000023 0.091295000000000015 -0.10519499999999998 0.081790000000000015 0.077845000000000011 0.092120000000000021 0.08844500000000001 -0.07712999999999999 -0.18970999999999996 0.10855000000000002 -0.077774999999999983 -0.074359999999999996 -0.091869999999999993 -0.080849999999999991 0.19022000000000003 0.089105000000000018 0.10752500000000002 0.097810000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 28 12 21 -3 11 -11 24 13 14 15 16 17 -2 -16 -20 -17 -5 -21 -24 -9 -26 -27 -6 -1 -12
right_child=1 8 -4 4 27 -7 -8 9 -10 10 29 -13 -14 -15 18 20 -18 -19 19 22 -22 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=0.00055214054038120344 -0.0012861922247605294 0.00094499225635699474 0.0003710805484131282 -0.0012784009302286587 0.001086831961841992 -0.00040945340405721097 0.00046774204938344037 -0.0011033960622279949 -0.00043479706818845727 -0.00037855680972542186 0.00035994946867010964 -0.0010475165780542317 -0.0012103124311518582 0.00073247210738670268 -0.0010686344662229482 0.00086401244043940591 0.00067830814319591506 0.00037672679003940502 0.00059917686425080697 -0.001124580829556991 -0.0012149409919612322 -0.00017033828936103247 0.00067344002179333155 -0.0012736510360373944 -0.00075950291975042459 0.00028584760161383968 -0.00059147127357883243 -0.00037020033592220054 0.0012644387618817698 0.0013284736961160085
leaf_weight=1.3527100092615008 0.34314634063048088 0.62312237080186683 0.87858325801789749 0.62458643445279427 0.7193383399862795 0.56355687731411297 0.527295168256387 0.2251547540072355 0.30978820659220219 0.55327061377465714 0.52418273803777971 0.42354860389605153 0.83537993973004621 0.24305679515236978 2.1346737222629582 0.089198214001953602 0.61713496397715062 0.36149076232686639 0.35407019552076247 0.73611308797262598 0.52647057076683257 0.45616238791262731 0.39923084352631122 0.37751896673580598 0.45633910258766386 2.283709011855537 0.53372438182122994 0.13712599594146013 0.74764787434833113 0.49767463770695031
leaf_count=121 60 55 27 83 109 30 29 10 16 13 29 18 410 24 1229 5 48 20 48 129 101 23 30 46 44 132 45 9 149 29
internal_value=0 -0.000359563 -0.000453301 0.000124287 -2.77539e-05 0.000548625 -0.0005493 -0.000142495 0.000486811 -1.11334e-05 0.000406559 -0.000178864 -0.000625721 -0.000546726 -0.000599077 -0.000231813 8.58232e-05 -0.000433087 -0.000776894 -0.000443314 -0.000913742 -0.00081071 -0.000687298 -0.000272893 -7.37128e-05 -2.89598e-06 0.000119651 0.000853551 0.000805692 0.000831649
internal_weight=0 9.35627 8.42336 10.0987 7.43482 2.66391 7.54478 6.57835 0.932911 5.4976 1.57513 3.92248 7.01748 6.1821 5.93905 1.93744 1.32177 0.704637 4.00161 1.86693 0.615669 1.08075 1.51286 0.77675 3.49893 3.27377 2.81743 0.856464 2.10036 1.02186
internal_count=3121 2277 2206 844 544 300 2179 426 71 320 71 249 2150 1740 1716 234 128 80 1482 253 106 106 205 76 231 221 177 118 270 58
is_linear=0
shrinkage=0.00124651


Tree=450
num_leaves=31
num_cat=0
split_feature=12 43 16 3 3 43 52 2 160 1 0 47 39 474 150 1 0 0 16 52 132 159 42 52 2 2 0 1 0 52
split_gain=0.838255 0.479004 0.438419 0.399898 0.3966 0.376616 0.290543 0.2607 0.24815 0.244503 0.293177 0.238852 0.23364 0.214145 0.251514 0.204811 0.200536 0.393135 0.267271 0.272855 0.248208 0.238047 0.242543 0.198463 0.238854 0.361068 0.195113 0.19104 0.175821 0.171817
threshold=0.051320000000000005 -0.043144999999999996 -0.16927999999999996 0.20828500000000003 0.14121000000000003 -0.40263499999999991 -0.085984999999999992 0.10855000000000002 -1.0000000180025095e-35 0.08592000000000001 -0.11756999999999999 0.10843500000000002 0.14059500000000003 0.084660000000000027 0.11117000000000002 0.099195000000000019 -0.084269999999999984 -0.083914999999999976 0.013515000000000001 -0.43320999999999993 0.12527000000000002 -0.032739999999999991 -0.025789999999999997 0.077655000000000016 0.11177500000000001 0.090675000000000019 -0.11991499999999998 0.111945 0.10455500000000001 0.10744000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 8 6 12 -1 7 -3 -2 10 -10 -11 16 14 23 -7 26 -18 20 -20 -19 -21 -23 24 25 -8 -4 29 -24 -25
right_child=2 3 4 -5 -6 15 13 -9 9 11 -12 -13 -14 -15 -16 -17 17 18 19 21 -22 22 28 27 -26 -27 -28 -29 -30 -31
leaf_value=-0.00025391332656690176 -0.00096536566009057816 -0.0011611312041743976 -0.00021445276682458513 0.00074960622539778962 0.00041530404695617242 0.0003819585067326328 -0.00058260927159056947 -2.6698923542503057e-05 -0.0012107728335916542 0.0007419466490553423 0.00014462986150382104 -0.00021473670408974998 0.0011875048049299571 0.00078191203317039563 0.00053470735100634361 0.0011146275717292789 0.00081946249769733665 -0.0010800142742999385 -0.001179547477882155 -0.001184272766397188 0.00053030142626718654 -0.0011962364624830556 0.00039166283666547478 0.00050841968305682602 -0.00094515792859542426 0.00042737584834458156 -0.0011541466105196786 0.00071475097209444823 -0.00062118190003414785 -0.00085849995117492689
leaf_weight=0.59564179321751032 0.30001234239898655 0.6185635640285907 0.38892582495464001 0.83951738290488709 0.59568359935656179 0.91882515756879035 1.1456493556033844 0.5053303245222196 0.32594599621370435 1.1207566714147104 0.66839979530777816 0.52666900353506196 0.10031999880447973 0.44725561165250827 0.78704626765102137 1.2185049599502233 0.29814696626271997 1.4950083546864332 0.41827728008502196 0.25742635710048523 0.14407957717776287 0.19657568493857969 1.1785872252075926 0.21960541140288092 0.71163360646460194 0.84397415723651636 1.3789628096565127 0.55025628069415689 0.29400711180642236 0.29698353516869247
leaf_count=32 66 86 57 125 15 58 60 22 32 59 44 18 12 32 38 208 36 723 203 99 31 30 96 9 45 47 761 24 18 35
internal_value=0 0.000154312 -0.000332984 -8.79353e-06 -0.000497588 0.000570035 -0.000112721 -0.000651063 4.44794e-05 0.000159162 -0.00029967 0.000436103 -0.000586006 8.22877e-06 -6.77367e-05 0.000799658 -0.000615414 -0.000478344 -0.000575467 -0.000321729 -0.000938464 -0.000135491 2.62561e-05 -0.00019357 -0.000362564 -0.000154186 -0.000947419 0.000234324 0.000189446 -0.000277413
internal_weight=0 9.69879 9.68778 6.96582 6.746 2.73297 6.1263 1.12389 2.94178 2.64177 0.994346 1.64743 6.15032 5.0024 4.55515 2.13733 6.05 4.28211 3.98396 2.34487 1.63909 1.9266 1.66917 3.7681 2.70126 1.98962 1.76789 1.06685 1.47259 0.516589
internal_count=3121 821 2300 523 2081 298 398 108 219 153 76 77 2066 290 258 266 2054 1236 1200 446 754 243 144 220 152 107 818 68 114 44
is_linear=0
shrinkage=0.00117172


Tree=451
num_leaves=31
num_cat=0
split_feature=31 2 1456 40 8 4 2 123 1365 1446 15 454 51 1348 1375 403 15 0 12 0 3 4 52 475 1374 13 11 1 42 51
split_gain=0.104531 0.117249 0.122254 0.112298 0.111916 0.104494 0.132638 0.109095 0.117128 0.0964057 0.10395 0.106973 0.09934 0.115861 0.0923684 0.110565 0.0997596 0.106696 0.135704 0.129707 0.0970941 0.0948653 0.145846 0.0944746 0.091401 0.0967745 0.102646 0.104143 0.189181 0.149786
threshold=-1.0000000180025095e-35 0.088850000000000012 -1.0000000180025095e-35 0.051255000000000002 0.088180000000000022 -0.49405499999999997 0.11093500000000002 0.08592000000000001 1.0000000180025095e-35 0.037915000000000011 0.097485000000000016 0.11482000000000002 -0.076794999999999988 0.084620000000000015 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.13578499999999996 -0.10607499999999999 0.095330000000000012 -0.08824499999999999 -0.074084999999999998 0.09173000000000002 -1.0000000180025095e-35 -0.086424999999999988 0.10637000000000001 -0.53104499999999988 0.089270000000000002 0.093575000000000019 -1.0000000180025095e-35 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 3 -3 4 14 6 -4 8 9 10 11 12 13 -7 -2 23 -17 18 -18 -19 21 22 -21 -16 25 -14 27 28 -27 -30
right_child=1 2 5 -5 -6 7 -8 -9 -10 -11 -12 -13 24 -15 15 16 17 19 -20 20 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0035814584162128407 -0.0035123762247795728 -0.0035572921938546655 -0.0027760998322307806 0.0023869796975136896 0.002951030627151682 -0.0015331615363187192 0.0020340717379828959 0.0026124143705163788 -0.0026895436971589963 -0.0035577671826293117 -0.0012185659272825012 -0.0035783600177016232 -0.0019355557802011412 0.003602877598806693 0.0033590990512990409 -0.0028551812158784449 -0.00013254280169741465 -0.0035629371690202535 0.0034522269819716725 -0.0030666315690061896 -0.0022998753938499312 0.0037625597592599747 0.00088160463730669876 -0.003550593879605895 -0.002534185752727347 -0.003547074680745956 -0.0021027125501562019 0.0023940245502462039 0.0018101954167700233 -0.0019560054519958008
leaf_weight=0.093110122543293872 0.17853302764706436 0.10698876237802313 0.27479087456595142 0.13444717612583179 0.089779236193862633 0.36047942920413589 0.096737486746860668 0.26800070260651399 0.15888900152640406 0.074683216600533231 0.38875876326346759 0.070461952593177446 0.11544926112401599 0.064651936525478959 0.02723503255401738 0.21557417520671318 0.52619813078490696 0.20092933468913676 0.17585184081690386 0.16265868916525639 0.25068644661950401 0.085155275999568403 0.41395156470389338 0.26509007621280201 0.083709537488175445 0.11107231130154516 0.10103961246204551 0.98342700421926554 0.95335667395192436 0.15294695315242279
leaf_count=86 73 119 96 20 39 157 18 126 35 79 165 8 12 6 4 71 71 184 14 171 124 3 217 515 12 197 24 226 195 54
internal_value=0 -0.000186323 0.000172657 -0.000761177 -0.000924495 0.000266368 -0.00152364 0.000437464 0.000276397 0.000412597 0.000500186 0.000723165 0.000826747 -0.000752097 -0.00106357 -0.000875392 -0.000583004 -0.000313193 0.000765382 -0.000993296 -0.00042744 0.000281866 -0.000232172 -0.00290684 0.00109513 0.00122081 0.00137912 0.00153897 0.00084823 0.00128952
internal_weight=0 7.09153 4.36544 2.72609 2.59164 4.25845 0.371528 3.88693 3.61893 3.46004 3.38535 2.99659 2.92613 0.425131 2.50186 2.32333 2.03101 1.81543 0.70205 1.11338 0.912452 0.661766 0.57661 0.292325 2.501 2.41729 2.30184 2.2008 1.21738 1.1063
internal_count=3121 3035 1529 1506 1486 1410 114 1296 1170 1135 1056 891 883 163 1447 1374 855 784 85 699 515 391 388 519 720 708 696 672 446 249
is_linear=0
shrinkage=0.00353288


Tree=452
num_leaves=31
num_cat=0
split_feature=14 3 124 38 1365 1456 3 0 39 14 13 43 474 51 133 43 124 49 52 47 14 42 52 12 151 13 0 4 4 47
split_gain=0.0993077 0.136096 0.141953 0.153946 0.121633 0.1137 0.111066 0.144106 0.125077 0.120146 0.110011 0.124564 0.105418 0.116227 0.112319 0.0999638 0.0960168 0.0933448 0.140279 0.108362 0.0918946 0.104465 0.080732 0.0805159 0.0803196 0.0752106 0.0796817 0.0773722 0.126285 0.0964339
threshold=0.076175000000000007 0.30112000000000005 -0.043384999999999993 0.095410000000000009 1.0000000180025095e-35 1.0000000180025095e-35 -0.12018999999999998 -0.10096999999999999 0.16946000000000003 -0.073394999999999974 -0.0034749999999999994 -0.15879999999999997 0.084660000000000027 -0.031924999999999995 -0.088669999999999985 0.12266000000000001 -0.083289999999999989 -0.069799999999999987 -0.07167999999999998 0.10904500000000002 0.023790000000000002 0.091295000000000015 -0.081429999999999989 0.079890000000000017 -1.0000000180025095e-35 -0.061684999999999997 -0.08824499999999999 -0.51843499999999987 -0.083854999999999985 0.13082500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 15 12 9 -9 11 -11 13 -8 -15 23 -3 22 -19 -20 21 -12 -16 -4 -13 26 -26 -28 -29 -30
right_child=-2 16 4 -5 -6 -7 7 8 -10 10 20 24 -14 14 17 -17 -18 18 19 -21 -22 -23 -24 -25 25 -27 27 28 29 -31
leaf_value=0.0021198171577983356 -0.0022768121478971594 -0.0027232987352785029 0.0025040707862325111 -0.0034382229363475957 -0.0034403896165024622 -0.003419467329815149 -0.0027869478256402876 0.002296683229301382 0.0034717202983123997 0.003234429716360896 -0.0034269260841439716 -0.0032012870027372593 0.002799688519099953 -0.0025731461258208213 0.0010007631128766924 -0.0022055893619127155 0.0034224855800210003 -0.0012806941884067251 0.0022984323453447333 -0.00051079243679625459 0.0034906902459501932 0.00044348380887594788 -0.0015690363635196402 0.0004761252977600352 -0.0033513876210933017 -0.0030395837071134487 -0.0035020280471251271 0.0023578917460723102 -0.0012397953819378762 0.0027807171063049217
leaf_weight=0.50443355524475908 0.24058077651716292 0.034675149829126894 0.33151580873527453 0.065369044219551142 0.13977604980755121 0.12633485957849178 0.16061358718434426 0.10966564921545874 0.069490710593527072 0.082757296593627072 0.51153021351638139 0.17822163218079423 0.16854905494255934 0.15250374472088957 0.22708846075693145 0.11707838589791197 0.19856594310112985 0.23791007115505658 0.70071687815652428 0.20642525609582663 0.028085394063964486 0.096211865777149796 0.3787086160591574 0.72355792499001836 0.094553161659859386 0.14258839063768336 0.069368858588858773 0.23240079533570612 0.4651458931439284 0.081401216215454042
leaf_count=207 101 3 53 24 56 252 24 28 18 7 414 169 19 47 21 14 127 11 102 18 3 24 45 179 137 412 5 27 566 8
internal_value=0 -4.8081e-05 -0.000141235 0.00148219 -0.000299842 -0.000222727 -0.00015017 -0.000398794 -0.00102599 -0.0011754 -0.00136749 -0.000815818 0.00020843 -3.17937e-06 0.000231728 0.000781824 0.00250881 0.00047604 0.00104835 0.00165918 -0.0025357 -0.0028142 -0.000605724 0.00111333 -0.00108106 -0.000732945 -0.000384117 -5.33854e-05 0.000253732 -0.000640991
internal_weight=0 6.63524 6.402 0.569803 5.8322 5.69242 5.56609 4.39394 2.16142 2.09193 1.98226 1.34644 2.23252 2.06397 1.90335 1.17215 0.233241 1.75085 1.14505 0.907142 0.635827 0.607742 0.605797 1.05507 1.26368 1.08546 0.94287 0.848317 0.778948 0.546547
internal_count=3121 3020 2890 231 2659 2603 2351 2105 1818 1800 1772 1331 287 268 244 246 130 197 131 120 441 438 66 232 1324 1155 743 606 601 574
is_linear=0
shrinkage=0.00340771


Tree=453
num_leaves=31
num_cat=0
split_feature=15 401 160 484 150 52 1 48 14 457 1 158 47 1 42 123 3 150 49 403 4 454 13 16 160 42 447 42 12 160
split_gain=0.0946903 0.0970568 0.0935955 0.0953317 0.134382 0.0917253 0.147772 0.147568 0.12276 0.116167 0.100281 0.0971173 0.0985962 0.121874 0.142099 0.11714 0.0899795 0.111843 0.10059 0.112768 0.114404 0.122207 0.0909678 0.0856291 0.081873 0.0871059 0.0906854 0.0813248 0.0797062 0.138546
threshold=-0.49307999999999996 0.10076500000000001 -0.40698999999999991 -0.0068949999999999992 0.097210000000000005 -0.24164999999999998 0.13436000000000001 0.12879500000000002 0.077685000000000018 0.080930000000000016 0.088340000000000016 0.090905000000000014 0.12431000000000002 0.10752500000000002 -0.095859999999999987 1.0000000180025095e-35 -0.12018999999999998 0.087380000000000013 -0.10774499999999999 -1.0000000180025095e-35 -0.51843499999999987 -1.0000000180025095e-35 0.14871000000000004 -0.094359999999999986 0.35004500000000011 0.10077000000000001 0.10648000000000001 0.083795000000000022 0.088485000000000022 0.08443500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 24 7 8 9 11 28 12 13 14 -7 16 22 18 -18 -20 -21 -22 27 -12 25 26 -5 -16 29 -11
right_child=1 -3 3 5 -6 6 -8 -9 -10 10 23 -13 -14 -15 15 -17 17 -19 19 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0031985037567855484 -0.0021743831242963222 -0.0030046032697366104 -0.002415168386105674 -0.0026564344415160846 0.0019831297598255186 -0.0032290612342530927 0.0023119692318728752 -0.0022089321192286658 -0.0029756918935888717 0.0018706924965459918 0.00023654464344118723 -0.002482113413008055 -0.0031279797892494678 0.001355835556771234 0.0031111778737088445 0.0027318197648709122 -0.0032379251027011505 -0.0029467438440466485 -0.0024234209903982655 -0.0032551732883845854 -0.0032192337129496778 0.00084800436656721286 -0.0008028616582192806 0.0032208826999667347 0.0028805265348525715 0.00083475859119745601 0.0032764382824537986 0.00028256452895749284 0.0022449568967604821 -0.0032347703306688713
leaf_weight=0.086318669826141448 0.21340583612618491 0.11886535699522927 0.33388780123277673 0.36666822429106094 0.089084459803416394 0.13749803506652991 0.31757490993186355 0.27116011791804329 0.11951007986499451 0.093791127823351306 0.13810801404179074 0.146936297056527 0.090068933553993591 0.7733906721259699 0.22397990559693504 0.15945943020051334 0.10275897785322996 0.16506113717332471 0.16954835635624732 0.084083791996817925 0.080025882736663223 1.1420316478033727 0.19961165124550462 0.32963341666618362 0.046971289440989494 0.12270824811275816 0.028078323230147362 0.19033323565963656 0.11138795275473967 0.12621817506442312
leaf_count=85 239 161 480 285 16 98 129 40 31 31 36 80 12 146 26 44 22 88 460 9 24 387 16 70 12 27 1 20 18 28
internal_value=0 -0.000155999 -0.000102869 -3.10984e-05 -0.00148882 7.63826e-05 0.000209288 7.17366e-05 0.000206663 0.000291862 0.00139101 5.21842e-05 0.000158039 0.000244383 -7.94533e-05 9.26099e-05 -8.59091e-05 -0.000454765 -0.000194174 1.77757e-05 0.000334664 0.000581663 0.00096162 0.00233971 -0.00114151 -0.00150661 -0.00223443 0.00181173 5.19881e-05 -0.00105828
internal_weight=0 6.49184 6.37298 6.15957 0.422972 5.7366 5.17217 4.8546 4.58344 4.46393 0.799139 3.66479 3.51785 3.42778 2.65439 2.51689 2.35743 1.74351 1.57845 1.47569 1.30614 1.22206 0.613925 0.467741 0.564426 0.517455 0.394747 0.414313 0.331397 0.220009
internal_count=3121 3036 2875 2636 496 2140 1815 1686 1646 1615 183 1432 1352 1340 1194 1096 1052 990 902 880 420 411 62 106 325 313 286 46 77 59
is_linear=0
shrinkage=0.0031817


Tree=454
num_leaves=31
num_cat=0
split_feature=12 1 43 3 52 13 16 3 474 156 133 3 3 0 403 49 1212 457 159 1429 160 1374 150 1 150 2 42 0 1 1
split_gain=0.563534 0.406447 0.400214 0.394497 0.371662 0.317587 0.256381 0.334954 0.237981 0.255294 0.227849 0.214213 0.292567 0.221306 0.22016 0.218768 0.244298 0.20892 0.198721 0.19629 0.195331 0.187988 0.235485 0.257194 0.222691 0.166291 0.163817 0.16354 0.302161 0.150753
threshold=0.079890000000000017 0.12958500000000003 -0.04890499999999999 0.30112000000000005 -0.087284999999999988 0.40528500000000006 -0.16927999999999996 0.097915000000000016 0.084660000000000027 0.078780000000000003 -0.065894999999999981 -0.083924999999999986 -0.084074999999999997 -0.077999999999999986 0.03138500000000001 -0.33072999999999991 -0.50120999999999993 -0.068264999999999978 -1.0000000180025095e-35 0.084990000000000024 -1.0000000180025095e-35 -0.094929999999999987 -1.0000000180025095e-35 0.104035 0.083095000000000016 0.10855000000000002 0.084635000000000016 -0.11756999999999999 0.090475000000000014 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=2 6 5 4 25 29 20 11 9 10 -6 12 13 19 26 -13 -17 -12 -19 -8 -2 -20 -23 24 -24 -4 -15 28 -22 -1
right_child=1 -3 3 -5 8 -7 7 -9 -10 -11 17 15 -14 14 -16 16 -18 18 21 -21 27 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00060450604595663031 -0.001244773678844802 0.000685837633041786 -0.0014716517660726036 0.00097349097530414791 -0.0010325187455108727 -0.0003811301658548183 -0.0012933764270049236 0.00036463964089258975 0.0010173826338914257 -0.001194689252922775 -0.0010308122840977912 0.00080525982860385091 0.0013706270532604014 -0.00090761710978096339 0.00097386474639398998 0.00047725318227133688 -0.0014401075142602099 -0.0007619902879329218 -0.00046065153604241338 0.00067898236646511461 -0.0014938255246924395 -0.00080767301144586343 -0.00017643356235501844 0.0012908887407020167 0.0010310524731433671 -0.00027770382596279471 0.0001074334850816763 0.00038346090962590993 0.00026231296945754214 0.001459492306444019
leaf_weight=1.2444029101752678 0.26912322524003718 0.66848161013331253 0.58790191245498125 0.68521949450951058 0.40198117372347031 0.51043726364150632 1.1084561875904912 0.59641224239021529 0.42132529662922014 0.41143957572057832 0.30480854213237796 0.11086569353938092 0.15750486645265427 0.85702607434359357 0.24056764511624362 0.15035534620983515 1.6350062751153003 0.38219045777805227 0.50203748419880989 0.11543907344457705 0.33582832990214284 0.2530977439600991 0.8507994014071294 0.82842621649615455 0.50391772761940956 0.41047868231544271 0.53516943781869486 1.2726068947813469 0.51331675751134753 0.65078579133842129
leaf_count=121 52 59 83 118 44 30 655 17 34 29 15 3 13 177 30 26 1052 38 15 25 33 16 47 65 17 23 43 65 27 149
internal_value=0 -0.000391902 0.000124614 -5.99543e-05 -0.00018083 0.000626666 -0.000483125 -0.000654017 -1.65009e-05 -0.000114638 -4.29606e-06 -0.000777742 -0.000539276 -0.00064458 -0.000297702 -0.0011568 -0.00127864 0.000109716 0.000214413 -0.00110734 -8.95161e-05 0.000341417 0.000506699 0.000659078 0.000272718 -0.000980767 -0.000517425 5.70169e-05 -0.000432222 0.000898098
internal_weight=0 8.56616 8.94925 6.54362 5.8584 2.40563 7.89768 5.5068 4.86002 4.4387 4.02726 4.91039 3.01416 2.85666 1.63276 1.89623 1.78536 3.62528 3.32047 1.2239 2.39088 2.93828 2.43624 2.18314 1.35472 0.998381 1.3922 2.12175 0.849145 1.89519
internal_count=3121 2277 844 544 426 300 2218 2041 320 286 257 2024 943 930 250 1081 1078 213 198 680 177 160 145 129 64 106 220 125 60 270
is_linear=0
shrinkage=0.00143946


Tree=455
num_leaves=31
num_cat=0
split_feature=39 4 48 474 11 1213 480 1456 1211 42 156 43 43 130 42 403 148 51 453 32 151 1 0 133 47 452 12 15 1374 1375
split_gain=0.0914201 0.0935509 0.128268 0.107397 0.106486 0.100209 0.0993387 0.0975345 0.0906874 0.0912553 0.103164 0.096221 0.186859 0.122807 0.119011 0.0963773 0.0937039 0.089511 0.0997394 0.0901809 0.0873766 0.0791618 0.190703 0.0783878 0.0867797 0.0746525 0.0658147 0.063753 0.0732252 0.109347
threshold=0.16946000000000003 0.27287000000000006 0.12933000000000003 -1.0000000180025095e-35 0.081790000000000015 -0.082704999999999987 0.084710000000000021 -1.0000000180025095e-35 1.0000000180025095e-35 -0.11466499999999999 0.091255000000000017 -0.074359999999999996 -0.0037449999999999996 -0.23647499999999996 0.091625000000000012 -0.088999999999999982 -1.0000000180025095e-35 0.11144500000000002 1.0000000180025095e-35 0.093040000000000012 -1.0000000180025095e-35 1.0000000180025095e-35 -0.084044999999999995 0.091250000000000012 0.11312500000000002 0.085195000000000007 -0.042789999999999988 0.090615000000000015 -0.094929999999999987 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 -1 7 25 9 20 11 13 -13 -11 23 -15 -17 18 19 -5 -9 22 -18 24 26 -7 -14 28 -28 -30
right_child=-2 2 -4 17 -6 6 -8 8 -10 10 -12 12 14 15 -16 16 21 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.0037483770877374915 0.003793868512540171 -0.0039075497019004897 -0.0028662732419827502 0.003242747484942373 -0.0029831505142800183 -0.0037529566783698451 -0.0037586496322616707 0.0027362193388688508 -0.0037553430407151773 -0.0038372534630035527 -0.0020585879085061737 -0.0029782788584219611 -0.0032301750800079721 -0.0037453112802770315 -0.0028070049553436871 -0.0034150627695187538 -0.003747945437382918 -0.001321185146436372 -0.001818244282357483 -0.0027683247367550493 -0.0037849895266352362 0.0024983391628646025 0.0016811084413182918 0.0025663365977493537 0.0033551398552829686 0.0038181896609518189 -0.0012033973603801983 -0.0016584700695320435 0.0011332806089046224 -0.0026171632506873698
leaf_weight=0.11257695481981489 0.081970667204586678 0.049134383909404278 0.10948042303789407 0.53421826515113924 0.20866029514581885 0.15349559786045563 0.10630803583990189 0.035605074379418511 0.088577726946823421 0.06803101033437986 0.27375476522138331 0.28373005777757487 0.082542691641721233 0.050972369244845939 0.16886126878671337 0.05239482816250518 0.11118655328755234 0.10993553788284771 0.071978410356678069 0.037301661097444594 0.14809629461888096 0.73803092922753422 0.48322632986310066 0.21987976810487442 0.11659140084520903 0.02064044214785099 0.31107925652759316 0.23177963717171213 1.2451900794876549 0.11898171885695763
leaf_count=290 23 3 16 292 127 248 204 14 139 9 162 323 10 90 99 32 169 16 11 6 91 221 123 19 21 1 19 63 260 20
internal_value=0 -0.000178803 0.00092885 0.00144655 -0.000364843 -0.000260211 -0.000183349 -0.000107372 -8.26175e-06 6.1762e-05 0.000165897 0.000308096 -0.000104072 0.00106966 0.000222793 0.00130215 0.00148794 0.00179571 0.00232821 0.00285042 -0.00252105 0.00168074 0.000665589 0.000442744 0.000221045 -0.00285554 3.7383e-05 0.000178814 0.000433012 0.000806171
internal_weight=0 6.34224 0.912049 0.802568 5.43019 5.22153 5.10896 5.00265 4.82851 4.73993 4.55623 4.28248 2.77864 1.50384 2.49491 1.43581 1.38484 0.753434 0.643498 0.57152 0.183701 1.33244 0.594413 2.32604 2.10616 0.174136 1.98957 1.90703 1.67525 1.36417
internal_count=3121 3098 344 328 2754 2627 2337 2133 1884 1745 1640 1478 834 644 511 635 545 325 309 298 105 513 292 412 393 249 372 362 299 280
is_linear=0
shrinkage=0.00373768


Tree=456
num_leaves=31
num_cat=0
split_feature=1 47 12 16 50 42 42 0 151 159 131 13 43 52 2 2 157 474 376 52 42 151 150 16 1 15 402 9 4 150
split_gain=0.506894 0.384007 0.343396 0.266684 0.262438 0.28129 0.271673 0.336182 0.333078 0.325719 0.267767 0.267704 0.259697 0.365756 0.342631 0.246851 0.23303 0.218839 0.232512 0.196379 0.188292 0.217572 0.183233 0.245609 0.248186 0.187018 0.177197 0.173564 0.161716 0.157763
threshold=0.10089500000000001 0.087885000000000019 -1.0000000180025095e-35 -0.072804999999999981 0.10124500000000002 -1.0000000180025095e-35 0.091735000000000025 0.18019500000000002 -0.081674999999999984 0.091530000000000014 0.084390000000000007 0.41383500000000001 -0.12152999999999999 0.10160000000000001 0.089775000000000008 0.084055000000000005 -0.056799999999999996 0.086870000000000017 0.091135000000000008 -0.15275999999999998 -0.093284999999999993 -0.24431999999999998 -1.0000000180025095e-35 -0.061854999999999993 0.11588000000000001 -0.055554999999999993 -0.50169499999999989 0.081890000000000004 -0.036839999999999991 0.088985000000000009
decision_type=2 2 2 2 2 2 2 2 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 20 5 17 7 9 -8 10 12 -10 -7 14 15 27 28 18 26 -16 -4 -22 -3 24 -24 -25 -1 -14 -5 -21
right_child=1 22 3 16 -6 6 8 -9 11 -11 -12 -13 13 -15 19 -17 -18 -19 -20 29 21 -23 23 25 -26 -27 -28 -29 -30 -31
leaf_value=0.00038778617467432052 0.0011845585913625722 -0.0011250397642947349 -0.00071770009845727634 -0.00021546567066835909 -0.0013588201553538517 0.00095075588443637371 0.00082597819671561038 0.0013983601995881671 -0.0013333131742293411 -0.0011274493398340782 -0.0012605268828045106 0.0014577591953322563 0.00035661459431769082 -0.0011864345989503742 -0.00076665937906103846 -0.00086583207152737005 -0.00046596972452729775 0.001009817381761285 0.00086306385134189353 0.00078176853280440613 -0.001000122810212462 0.00097633267559578754 -0.00031017978354337314 -0.0012212661706185902 0.00085407143378634818 -1.5914735807747821e-05 -0.0012610779327094689 -0.0010379462012607553 0.0012652506012517002 -3.0504092285377516e-05
leaf_weight=0.13234585180180136 0.87694561417447392 0.35757306101731989 0.16451133228838433 0.24397631903411821 0.41446324510616328 0.52975887525826681 0.19496351666748524 0.28132156375795592 0.8296113397227598 0.52709627279546101 0.29913644742919121 0.067855440080165863 0.87159295997116693 0.46371678251307447 0.22906596769462373 0.89267517134430807 1.186924859182908 0.11483046764624294 0.12100590346381057 1.5268003098608462 0.11078751413151611 1.2341805326868782 0.65143147273920521 0.46639995859004602 0.68629409559071064 0.47347471967805099 1.1765425307385156 0.20033988496288657 0.30038375756703306 0.61114590242505062
leaf_count=23 236 20 10 33 281 28 22 13 369 109 68 1 104 124 65 295 106 21 6 89 8 154 36 70 46 27 666 28 34 29
internal_value=0 0.00017681 0.000434541 0.000231588 -0.000307508 -0.000259466 -0.000151668 -4.58805e-05 -0.000774584 -0.000111931 -1.67574e-05 -0.00112229 5.31112e-05 -4.6055e-05 7.60271e-05 -0.000341048 -0.000130296 -0.000784603 -0.000928708 0.000422197 0.000646647 0.000813528 -0.000225918 -8.47604e-05 0.000287117 -0.000614054 -0.00109436 9.59769e-05 0.00060161 0.000549575
internal_weight=0 6.75288 4.11771 3.24076 9.48427 9.06981 7.52508 6.43265 1.09243 6.15133 5.62423 0.897467 5.3251 4.79534 4.33162 1.96461 1.73128 1.54472 1.42989 2.36701 1.50948 1.34497 2.63517 2.2776 1.33773 0.939875 1.30889 1.07193 0.54436 2.13795
internal_count=3121 780 581 345 2341 2060 1344 952 392 939 830 370 762 734 610 427 173 716 695 183 172 162 199 179 82 97 689 132 67 118
is_linear=0
shrinkage=0.00135103


Tree=457
num_leaves=31
num_cat=0
split_feature=1 12 40 50 51 3 3 150 159 42 403 151 16 47 4 0 43 14 48 48 129 47 49 52 43 12 52 50 12 129
split_gain=0.0931486 0.097198 0.120534 0.0928627 0.0885917 0.0939381 0.103143 0.0998298 0.104797 0.116134 0.0907968 0.0829369 0.100941 0.0919102 0.125454 0.110768 0.0834521 0.0957683 0.0994338 0.105014 0.077929 0.0749845 0.0741913 0.0686269 0.112619 0.0955836 0.0677299 0.0819666 0.066724 0.0606259
threshold=0.098700000000000024 -0.054684999999999991 0.57330500000000006 0.10124500000000002 -0.10748999999999999 0.092670000000000016 -0.12018999999999998 0.087865000000000013 0.082585000000000006 0.092620000000000022 -1.0000000180025095e-35 -0.40381499999999992 -0.54165499999999989 0.096475000000000019 -0.17966999999999997 -0.11756999999999999 -0.25681499999999996 -0.46885499999999997 0.12879500000000002 -0.086869999999999989 0.084115000000000009 0.092710000000000015 0.0034800000000000005 0.084960000000000022 -0.50216499999999986 -0.083994999999999986 -0.38533999999999996 0.096530000000000019 -0.07983999999999998 -0.08785999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 6 22 8 9 10 29 -3 -13 14 -14 -15 -16 -18 19 -19 21 23 -6 -12 -25 -26 -21 -28 -9 -8
right_child=1 11 -4 -5 5 -7 7 28 -10 -11 20 12 13 15 16 -17 17 18 -20 26 -22 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=-0.0035639528505716374 0.0026835603179694426 -0.0032876502056265792 -0.0036309376485010709 -0.0035618005241493927 1.0080879749638806e-05 0.00095337436925768172 0.0031225018608411889 0.0020795881823297323 -0.0032610055178719025 -0.0034649776324194052 0.0012133201098371378 0.0035876725121988034 -0.002844558284001136 -0.0031332694850510156 -0.0029557880033522165 -8.672352858268419e-05 -0.0017210481652571966 -0.0019653038802645798 -0.00091571099086192194 -0.00090802325482377698 -0.0035761022799692139 -0.002887020610904443 0.0028793519871955363 0.0029000230739310174 0.0035813321147021111 -0.0035923625220561535 0.0031547066887092825 -0.00027523268578626852 -0.0036155446968776732 -0.0035558916199493842
leaf_weight=0.10734343249350864 0.35319889418315176 0.087703275654349322 0.042715061921626329 0.12039633233143821 0.61384624796483089 0.6250552320270798 0.019749026141653303 0.029044510069070384 0.17759938434028288 0.13915722964520671 0.82118970595183538 0.1075674724706922 0.12143467697751598 0.20938836000277661 0.065926539595240086 0.53438192674366281 0.13075543916784349 0.077487105096225806 0.17909407708793879 0.072753337241011518 0.063126839195319806 0.077874346992757526 0.13939714431762695 0.069273761473596096 0.027851352002471685 0.14693882163192029 0.63759392502833434 0.10185879268101417 0.24201863581401983 0.12945164136545084
leaf_count=174 262 18 3 277 125 58 6 9 191 250 275 39 82 29 8 95 18 11 16 25 68 71 22 5 4 176 188 28 126 462
internal_value=0 0.000376071 0.00200229 -0.000496984 -0.000389372 -0.000286779 -0.000574248 -0.00100656 -0.000682571 -0.000376185 -5.9075e-05 9.92617e-05 0.000231975 6.25615e-05 0.000602574 -0.000944396 0.000933361 0.00114711 0.001498 0.00198387 0.000264103 0.000476171 0.000541076 0.000722034 -0.000930974 -0.00244929 0.00236064 0.00268224 -0.00300531 -0.0026719
internal_weight=0 2.72186 0.395914 3.54931 3.42892 3.32157 2.69652 1.94328 1.67221 1.49461 1.35546 2.32594 2.23824 2.13067 1.3869 0.74377 1.26547 1.19954 1.06879 0.889693 1.20625 1.14313 0.753243 1.06525 0.244064 0.17479 0.812206 0.739453 0.271063 0.149201
internal_count=3121 822 265 2299 2022 1848 1790 1643 1508 1317 1067 557 539 500 376 124 294 286 268 252 599 531 147 460 185 180 241 216 135 468
is_linear=0
shrinkage=0.00355046


Tree=458
num_leaves=31
num_cat=0
split_feature=133 52 1456 1 158 13 160 11 157 52 3 51 133 3 12 133 13 0 1212 9 1 43 0 124 15 12 151 157 48 160
split_gain=0.0871702 0.120227 0.0875651 0.0909687 0.096436 0.0864863 0.106866 0.108708 0.0828164 0.0812682 0.10356 0.125205 0.124309 0.114977 0.10583 0.0848596 0.105413 0.158318 0.114285 0.125962 0.0793375 0.0788746 0.0677481 0.0668953 0.0639431 0.136991 0.0628328 0.0613196 0.0592886 0.119252
threshold=-0.25159999999999993 -0.52017999999999986 -1.0000000180025095e-35 0.098700000000000024 0.084765000000000021 -0.073839999999999975 -0.081639999999999976 0.087830000000000005 -0.084489999999999996 0.11434500000000002 0.092670000000000016 0.088210000000000011 0.099660000000000012 -0.12018999999999998 0.092355000000000007 0.083950000000000011 0.15641500000000003 -0.11991499999999998 -0.50120999999999993 -0.036024999999999995 0.090405000000000013 -0.20207499999999998 -1.0000000180025095e-35 -0.24044499999999999 0.040760000000000005 -0.083994999999999986 -0.033849999999999991 -0.071119999999999989 0.12879500000000002 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 26 4 8 6 -5 23 -4 10 11 12 13 -10 15 16 17 -15 -19 -20 -14 -11 27 -8 25 -17 -3 -7 29 -29
right_child=1 2 3 5 -6 22 7 -9 9 21 -12 -13 20 14 -16 24 -18 18 19 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0024653235632477073 -0.0035395198584275782 0.00097623558327239229 -0.0035526035396774031 -0.0016020833988761036 -0.0033262633211212809 0.0022812381448226765 -0.0016769018096459618 -0.0017491053945080934 0.001774849496593695 0.0015719007368253275 0.0015078106140783843 -0.0035080341634267124 -0.0035762185341738422 0.0009167955012966216 -0.0035551541286865081 0.0035628549313140205 0.0031392491461196765 0.0025878941597083736 0.003613229606397643 -0.0035528619735980664 0.0015067513865131045 -0.0031053307306797878 0.0026483852020444095 0.0033596829156364062 0.0032651772436622893 -0.0031515698795835032 -0.0035460918833681771 -0.00029926931917043337 -0.0017815146470461804 0.0029293915808298542
leaf_weight=0.18987992148322508 0.11946647701188329 0.052768006004043855 0.086527561932599251 0.099993458046810701 0.12394525843774307 0.13792860927060258 0.035538752694264986 0.069531096844002604 0.48774822391715278 0.059038877385319211 0.54198574228212226 0.13513539746782033 0.1758999900339403 0.33799198182532686 0.10958163831674039 0.072172713873442262 0.089483712334185839 0.052806204636001164 0.033401660853998871 0.359088662647986 0.048890175905398792 0.18781100901833259 0.13346364770404728 0.43491852623992633 0.15476548398146406 0.079618832744017709 0.13937276724755054 1.0619842750020323 0.24082728818757448 0.16461573006381502
leaf_count=187 216 26 121 57 131 28 6 12 80 22 56 89 227 35 120 16 13 20 3 488 60 207 85 202 11 93 234 195 28 53
internal_value=0 -3.5125e-05 3.82357e-05 0.000119847 -0.000274989 0.000640346 0.0017497 0.00237038 -0.000149426 -4.87671e-05 0.000129826 -0.000219726 2.29605e-06 0.000315191 -0.000237171 7.1131e-05 -0.000490009 -0.00090462 -0.00228712 -0.00294301 -0.00247071 -0.00198668 0.000232042 0.00297921 0.00166871 4.09548e-05 -0.00230412 3.11553e-05 -0.000180338 0.000134033
internal_weight=0 5.8263 5.70684 5.51469 3.13589 2.3788 0.639982 0.539988 3.01195 2.92542 2.67857 2.13658 2.00145 1.77666 1.28891 1.17933 0.872772 0.783289 0.445297 0.39249 0.22479 0.24685 1.73882 0.470457 0.306557 0.151792 0.192141 1.60536 1.46743 1.2266
internal_count=3121 2934 2718 2458 1792 666 277 220 1661 1540 1311 1255 1166 879 799 679 559 546 511 491 287 229 389 208 120 109 260 304 276 248
is_linear=0
shrinkage=0.00352966


Tree=459
num_leaves=31
num_cat=0
split_feature=4 12 151 3 15 151 52 52 132 133 13 52 0 43 13 128 1212 159 1 15 1 1 484 453 0 0 3 48 51 16
split_gain=0.571753 0.40459 0.398329 0.303304 0.387525 0.263613 0.25137 0.447585 0.254885 0.313371 0.275748 0.403244 0.274553 0.22883 0.227045 0.296977 0.225213 0.223671 0.210968 0.257645 0.203928 0.189512 0.176279 0.189099 0.170503 0.259692 0.169572 0.163383 0.14543 0.144932
threshold=0.27287000000000006 0.084100000000000022 -0.27559499999999998 0.10732000000000001 0.15614500000000003 -0.086769999999999986 0.19022000000000003 0.077655000000000016 0.082230000000000011 -0.0061299999999999992 -1.0000000180025095e-35 -0.013374999999999998 -0.23091999999999999 -0.17390999999999998 0.17001000000000002 0.10979500000000002 -0.50120999999999993 -0.47115499999999993 0.095285000000000022 0.013270000000000002 0.077845000000000011 0.086105000000000015 -1.0000000180025095e-35 1.0000000180025095e-35 -0.060129999999999996 -0.053834999999999994 -0.10831999999999999 0.092065000000000022 0.082455000000000014 -0.51370499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 4 13 21 7 8 9 -7 11 20 -12 14 -3 -16 -15 -18 -14 -20 -11 -1 -4 -24 29 -26 -27 -23 -9 -19
right_child=2 3 22 -5 -6 6 -8 28 -10 10 12 -13 18 16 15 -17 17 24 19 -21 -22 27 23 -25 25 26 -28 -29 -30 -31
leaf_value=-0.00066523902041804473 -0.001186906222500894 0.00054672940884361004 -0.0005166616262007041 0.00036131344695606888 0.00057785702386931904 -0.0013535453199512821 -0.0010122518791121987 0.0003799355882163834 0.00082891699274487086 -0.00048840299436645775 0.00034678765013422189 -0.00074938377904986808 -0.00095937709732556566 0.00074447931795458804 -0.0012922176370957247 0.0011450722493177945 0.00054550416737004647 -3.0507435020649617e-05 0.00022978101799426851 -0.0011646964180989376 0.001292386612473945 0.0013055938240331014 0.00084878880522898793 -0.00073326331489828134 0.00089231579104836112 -0.00031943669538793298 -0.0013564237096938302 2.8015420236360289e-05 0.0013779433072066409 -0.0012025438030395742
leaf_weight=0.16443932207766909 0.23332248535007272 0.48519572336226779 0.2141378035303213 0.68259760574437667 0.47133854095591221 0.44667926448164497 0.50303722277749319 0.8862835847539825 0.37445121631026257 0.13849011869751848 0.68437119590816964 0.36536016280297168 1.3072488690959319 0.15826785203535276 0.37562041208730079 0.1133067321497947 0.18847187954816202 0.19838451931718815 0.78884508134797193 0.32606103993020952 0.58473085949663073 0.53703443583799526 1.9298794037313189 0.1411762386560439 0.18987089197617013 0.62187778489897017 0.49165292040560826 0.25804283912293613 0.35650388378417119 2.4837214134749961
leaf_count=47 15 46 18 25 27 61 57 87 39 49 27 42 108 24 80 8 53 16 46 23 89 50 311 8 24 92 97 21 29 1502
internal_value=0 -0.000226852 0.000455416 -0.000470517 -0.000568792 -2.29878e-05 -0.00011483 -4.27044e-05 -0.000218343 -0.000302825 -0.000190948 0.000380554 -0.000391213 -0.000670643 -9.27687e-05 -0.000727386 -0.00080058 -0.000859166 -0.000599733 -0.000178042 0.000951382 0.000624259 0.0006231 0.000740946 -0.000925591 -0.000534076 -0.000777294 0.000890955 0.000666222 -0.00111585
internal_weight=0 14.1819 2.51852 6.46031 5.77771 7.72158 6.76206 6.25903 5.01624 4.64179 4.19511 1.08858 3.10653 5.30637 0.974123 0.488927 4.33225 4.17398 2.42215 1.11491 0.723221 0.959517 2.28519 2.07106 3.98551 1.3034 1.11353 0.795077 1.24279 2.68211
internal_count=3121 2769 352 1994 1969 775 657 600 484 445 384 180 204 1942 134 88 1808 1784 177 69 138 118 337 319 1731 213 189 71 116 1518
is_linear=0
shrinkage=0.00131955


Tree=460
num_leaves=31
num_cat=0
split_feature=1 12 40 3 3 376 11 52 47 2 50 43 4 48 160 133 150 403 159 52 2 4 1212 13 0 13 2 1 1 42
split_gain=0.464218 0.289788 0.285794 0.243409 0.346782 0.253181 0.24079 0.232276 0.228117 0.222927 0.209413 0.205322 0.177244 0.19895 0.220017 0.172807 0.171954 0.211769 0.181604 0.183967 0.217515 0.24933 0.20257 0.201409 0.148742 0.29136 0.147962 0.143639 0.17646 0.141863
threshold=0.098700000000000024 -0.054684999999999991 0.57330500000000006 0.092670000000000016 -0.12018999999999998 0.049360000000000008 0.081790000000000015 -0.43320999999999993 0.10019500000000002 0.092365000000000017 0.10965000000000001 -0.25681499999999996 -0.17966999999999997 0.12879500000000002 -0.079279999999999975 0.0068000000000000014 0.087865000000000013 -1.0000000180025095e-35 0.082105000000000025 0.084960000000000022 0.089885000000000007 -0.083854999999999985 -0.47386499999999993 -0.033284999999999988 -0.23091999999999999 -0.47860499999999995 0.08622500000000001 0.10920500000000001 0.10587000000000001 -0.085499999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 6 9 15 -3 10 16 11 -9 -13 14 -14 26 17 -6 19 20 21 -19 -23 -24 -5 -26 -1 28 -16 -10
right_child=1 7 -4 24 5 -7 -8 8 29 -11 -12 12 13 -15 27 -17 -18 18 -20 -21 -22 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00031038589556530197 0.0011385960494889277 -0.0014209209065855295 -0.0014942882136994113 0.0011368769738519964 -0.0012174514521089107 0.00041579718221923718 -0.0011643614886769171 -0.0011331163437378158 0.0005707379573516606 -0.0012303227700791843 -0.0010218287693245522 -0.00080765291537620318 -7.0629728827273833e-05 -0.00028982601748791739 0.0012535394187466939 -0.00056302299640979825 -0.0014348640976085841 0.0010115185701244558 -0.0014281746356724372 -0.00098586131100380277 0.0010977308517206026 0.0013134498786426451 -0.0014255533703490598 -0.00017399091424853853 0.00080682461205111903 -0.00069566776780051822 0.00090147250665281351 0.0013850006601758137 -3.3679653085336835e-05 -0.00052205660393538349
leaf_weight=0.26324358646524959 0.92675055406289153 0.19968399632489298 0.090698436833918095 0.2939138234942219 0.53198860499833234 0.44766221218742419 0.24257923327968445 0.15691057872027236 0.29455774556845415 1.1781906579853965 0.20874448912218202 0.18581514596007798 0.47801962369703854 0.40740308864042152 0.41208583925617837 0.31751117276144203 0.36452948449004896 0.29710481970687341 0.23177962418412779 0.39922781247878436 0.33958013953815669 0.12040415918454606 0.39951234601903629 0.72560883100959572 0.47954479465261091 0.56137850641971443 0.86615037859883159 0.95894079690333456 0.4426212563412264 1.2406283293967133
leaf_count=34 262 108 3 18 539 39 47 8 10 594 32 14 50 19 34 45 110 31 112 231 43 8 238 77 19 56 58 140 34 108
internal_value=0 0.000215422 0.000903893 -0.000304553 -0.00041415 -0.000600343 0.000140805 7.49151e-05 0.000137329 -0.000699492 0.00034972 0.000443844 0.000529615 0.000621678 0.000783722 0.000359621 -0.00051607 -0.000406085 -0.000234337 -0.000113051 7.20769e-05 -0.000153701 -0.00043165 -0.000618401 0.00024761 -3.4819e-06 0.000619008 0.0010089 0.000586936 -0.000312381
internal_weight=0 6.00286 1.01745 8.05991 6.72507 5.03559 1.68948 4.98541 4.78573 4.58793 3.25054 3.0418 2.88489 2.69907 2.29167 1.44691 3.40974 3.04521 2.51322 2.28144 1.88221 1.54263 1.24553 1.12512 1.33484 1.04092 1.12939 1.81365 0.854707 1.53519
internal_count=3121 822 265 2299 2206 2022 184 557 449 1983 331 299 291 277 258 137 1389 1279 740 628 397 354 323 315 93 75 92 208 68 118
is_linear=0
shrinkage=0.00141557


Tree=461
num_leaves=31
num_cat=0
split_feature=39 3 124 124 38 42 1366 1456 132 151 4 47 156 1348 14 156 1456 1213 475 1374 158 49 133 52 43 1374 0 15 1 16
split_gain=0.0874456 0.0844239 0.0891674 0.0883503 0.116471 0.0985134 0.102891 0.102494 0.0941895 0.0922361 0.125526 0.126276 0.0955209 0.0917256 0.107799 0.0926082 0.0881028 0.0909921 0.121368 0.0918653 0.0949946 0.0875358 0.121092 0.086932 0.109668 0.0886 0.110958 0.102785 0.100851 0.109539
threshold=0.16946000000000003 0.31299000000000005 -0.31141499999999994 -0.043384999999999993 0.095410000000000009 -0.11051499999999999 -1.0000000180025095e-35 1.0000000180025095e-35 0.081465000000000024 -0.40381499999999992 0.36766000000000004 0.10954500000000002 0.11896500000000002 0.090205000000000021 0.076175000000000007 0.10499000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.086004999999999984 0.093235000000000012 0.09445000000000002 0.10595500000000001 -0.25159999999999993 0.11434500000000002 -0.078844999999999985 -0.094929999999999987 -0.23051499999999997 -0.11713499999999999 0.10672000000000002 0.22339500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 8 -7 9 -5 -8 13 12 -12 14 15 16 -11 18 -18 20 21 22 -19 25 -25 -24 -27 -28 -29 -30
right_child=-2 2 -4 5 -6 6 7 -9 -10 10 11 -13 -14 -15 -16 -17 17 19 -20 -21 -22 -23 23 24 -26 26 27 28 29 -31
leaf_value=0.0019748398812384402 0.0040344141253010118 -0.0040848861436437083 0.0039886611075741381 -0.0040294299865372713 -0.0040115487570219098 -0.0040121621649689358 -0.0040037208145426682 -0.0039882687855606683 0.0033958615697309408 -0.0030470393126743245 0.0035515845587592086 -0.0028942630583612366 -0.0021098987539661172 0.0039685039419467541 -0.0040185276241658926 -0.0040113376804521914 0.0040156181334585128 -0.0040078531576628294 -0.0039949880407460199 -0.0040196123967781369 -0.0038493671206483952 0.0027245752173900872 -0.0016962210814624637 0.0011234885310613841 -0.0039258697441814207 0.0035341428763297966 -0.0029884740441718698 0.00030744256596247871 0.0040452432544508107 -0.00043721542042484725
leaf_weight=0.46046637563995307 0.078884829737944417 0.025824584066867828 0.1332195676077389 0.19316946786420874 0.057848275777359959 0.11527743303304294 0.094948938167362829 0.11103129288312619 0.03140542448090855 0.15771372263407135 0.34499955567298446 0.073463041975628585 0.054579360468778759 0.079470884869806357 0.12253639096888935 0.099977241858141386 0.036308811977505684 0.10605806333478796 0.1696360989117246 0.082159577963466179 0.087768963487178442 0.22723691266583035 0.25679361289076386 0.1174526311478985 0.16159725072793651 0.20846362458542156 0.12593049301358616 1.7836947499963502 0.25776498092454847 0.12952644488541409
leaf_count=214 23 1 119 151 24 55 49 248 16 244 141 9 3 10 68 125 4 114 391 20 44 67 31 70 96 11 42 671 36 24
internal_value=0 -0.000180188 0.00267773 -0.000259275 0.00130671 -0.000414501 -0.000298877 -0.000211324 -0.00299105 -0.000123557 -4.48878e-05 0.00189733 0.00277827 -0.000263114 -0.000344528 -0.000232205 -0.000135527 -1.30905e-05 -0.00258269 0.000136212 0.000234829 0.000341057 0.000168964 0.000314624 -0.00180059 0.000528314 0.000756322 0.000504213 0.00070681 0.00254612
internal_weight=0 5.90632 0.159044 5.74728 0.518315 5.22896 5.00439 4.88911 0.224575 4.77808 4.68313 0.473042 0.399579 4.21009 4.13062 4.00808 3.90811 3.75039 0.205945 3.54445 3.46229 3.37452 3.14728 3.04122 0.27905 2.76217 2.50538 2.29692 2.17099 0.387291
internal_count=3121 3098 120 2978 238 2740 2573 2518 167 2270 2221 153 144 2068 2058 1990 1865 1621 395 1226 1206 1162 1095 981 166 815 784 773 731 60
is_linear=0
shrinkage=0.00397652


Tree=462
num_leaves=31
num_cat=0
split_feature=156 1213 475 1 47 43 14 51 51 130 43 42 124 4 43 133 3 150 160 52 33 160 151 457 3 43 43 3 1 0
split_gain=0.0827593 0.0831892 0.101659 0.0763403 0.119234 0.0793772 0.0743308 0.0795376 0.0832284 0.083541 0.0963061 0.0981528 0.121091 0.0929815 0.100107 0.119186 0.122904 0.0811064 0.0838087 0.079404 0.0777923 0.084391 0.0974872 0.0844878 0.125542 0.0693954 0.0762771 0.0692045 0.145915 0.0808728
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.086004999999999984 0.12337000000000002 0.11893500000000001 0.39192500000000002 0.076175000000000007 -0.097539999999999974 -0.090529999999999985 -0.0015749999999999998 -0.15582499999999996 -0.035074999999999988 -0.027784999999999997 -0.51843499999999987 0.15359500000000004 0.098785000000000012 -0.15956499999999998 0.083555000000000004 -0.082179999999999989 -0.15275999999999998 -1.0000000180025095e-35 -0.098904999999999979 -0.0083949999999999979 -1.0000000180025095e-35 0.090900000000000009 -0.25681499999999996 -0.074359999999999996 0.12178000000000001 0.10060500000000001 -0.23091999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 -3 -9 17 -11 -12 -13 -14 15 16 -15 18 -10 -18 -21 -22 23 -23 -25 -5 -27 28 29 -24
right_child=1 3 -4 25 -6 -7 -8 8 9 10 11 12 13 14 -16 -17 19 -19 -20 20 21 22 27 24 -26 26 -28 -29 -30 -31
leaf_value=-0.0036189764982875409 0.0036435709037024575 -0.0021708599579589585 -0.0032349913988573382 -0.0018641315170205858 -0.0033401676708874855 -0.0036483943385741233 -0.0023181871366436133 0.0030773464409857209 0.0035986459890180746 0.0018372981383803903 -0.0027271463047333238 0.0029851099342113078 -0.0036907328634926866 0.0031660742557697661 0.0023473349095178057 -0.0036114800387879353 -0.0034562141750783819 0.0030179914964987291 -0.0034722893445247472 -0.0036133199099485122 -0.0023540313788851649 -0.0036513760674971867 0.0036060071196240993 -0.002214742437337042 0.0018326353824811112 0.0035501227272277647 0.00077473660663292634 -0.0010464231799439522 0.0033392611630693632 7.1946858327961188e-05
leaf_weight=0.086254715937684412 0.032882733270525932 0.18846747590214352 0.18963099557367957 0.091289234347641468 0.14701624489680387 0.07791411323705677 0.16923492326168332 0.12954096532484971 0.024600408527476247 0.45141164893721075 0.15720241362942156 0.19076309659431157 0.08573803098988797 0.15829681656032502 0.24195607638102945 0.11906020402602724 0.089662655984287354 0.038130302331410348 0.19645232521361355 0.074550811550584295 0.1630647375386659 0.11947715138012427 0.094434438156897671 0.19983529364981656 0.19998831750126556 0.17407709026883822 0.50050714540702745 0.2143985801085363 0.30476892553269863 0.79914610311605128
leaf_count=163 4 250 486 6 51 88 72 42 12 96 193 105 16 56 38 205 69 11 158 19 166 55 7 101 43 84 195 25 45 260
internal_value=0 -5.44127e-05 -0.00221849 3.47445e-05 -0.000139787 -3.4952e-05 2.88863e-05 0.000122546 0.000229205 0.000135155 0.00027533 5.58354e-05 0.000199034 1.34855e-05 0.000127783 -8.39238e-05 8.9797e-05 -0.00184632 -0.00268538 -0.000125738 1.18955e-05 0.000140892 0.000351464 -0.000986584 -0.000190279 0.00109102 0.00149093 0.000843306 0.0011814 0.00044543
internal_weight=0 5.6235 0.222514 5.40099 4.63511 4.4881 4.41018 4.24095 4.05248 3.92294 3.66376 3.21234 3.05514 2.86438 2.77864 2.53668 2.41762 0.259183 0.221053 2.25933 2.16966 2.09511 1.93205 0.519301 0.399824 0.765873 0.674584 1.41275 1.19835 0.893581
internal_count=3121 2958 490 2468 2183 2132 2044 1972 1722 1680 1499 1403 1210 1105 1089 1051 846 181 170 790 721 702 536 199 144 285 279 337 312 267
is_linear=0
shrinkage=0.00361147


Tree=463
num_leaves=31
num_cat=0
split_feature=4 12 48 43 52 1426 51 453 3 13 43 52 32 52 52 15 484 1374 15 43 15 16 0 16 48 48 3 11 47 13
split_gain=0.424812 0.27939 0.276382 0.220221 0.219274 0.216935 0.242314 0.213953 0.203708 0.186938 0.174779 0.166721 0.166423 0.139093 0.128108 0.125125 0.117875 0.11458 0.107497 0.106712 0.106257 0.1054 0.289071 0.157787 0.123136 0.112815 0.104422 0.142785 0.147902 0.164138
threshold=0.27834500000000006 0.051320000000000005 0.12933000000000003 -0.04890499999999999 -0.012164999999999999 -1.0000000180025095e-35 0.11144500000000002 1.0000000180025095e-35 0.30112000000000005 -0.47860499999999995 -0.40263499999999991 0.096795000000000006 0.093040000000000012 -0.087284999999999988 -0.0092699999999999987 0.15614500000000003 -1.0000000180025095e-35 -1.0000000180025095e-35 0.091650000000000023 -1.0000000180025095e-35 0.091295000000000015 -0.0092699999999999987 -0.10324499999999999 -0.071854999999999988 0.10184000000000001 0.086035000000000014 -0.10519499999999998 0.081790000000000015 0.085270000000000026 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 -2 7 12 13 -3 -1 -6 16 17 -10 18 -7 -5 20 -15 26 23 -23 24 25 -21 27 28 29 -11
right_child=2 9 -4 8 11 6 -8 -9 14 15 -12 -13 -14 19 -16 -17 -18 -19 -20 21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00063587174614651294 -0.0015037930853514137 0.0001220497977576725 -0.0011630255597733291 -4.3954308518660021e-05 -0.00096415796702060475 -0.00043471563672792843 -0.00076617506561792907 -0.00078155243012492572 0.0013843897189132054 0.00019647296485147763 0.001117253338169898 0.00035931872375961823 -0.001037243633431619 -0.0012155169060219196 -0.0002934972547743193 -8.3442688006636625e-05 0.0013341748669441465 -0.00128848584206894 -0.0013929161491796173 0.00010012972978457945 0.00035737176576244368 0.0012618330896426045 -0.00063737210590539457 -0.0010048631328569649 0.00043614788432369084 -0.00083537837138859014 -0.00095768874961233981 -0.0011931394119768142 0.00086387529248099706 -0.0011280765522466507
leaf_weight=0.13525474572088569 0.10139188915491071 0.45377225731499393 0.23706375109031785 0.17554837092757225 0.38304962066467829 0.077340000076218773 0.2135661595966668 0.13762428192421783 0.17449397291056812 0.34270648268284276 0.51849731130641885 0.33796027768403292 0.06774741702247411 0.27855403954163271 0.16894274088554073 0.4302838654257356 0.87554531791829637 0.68044027785072092 0.61556769581511606 0.40511907392647184 0.14953252449049603 0.26443698606453836 0.35295863001374295 0.69534714776091311 0.4030208330368622 0.60823580413125455 3.0709724870248492 0.38384006268461235 0.1956135637301486 0.36384626402286613
leaf_count=13 3 20 17 4 37 10 16 10 44 40 119 23 6 28 21 32 278 99 410 24 24 18 37 50 19 27 1494 104 15 79
internal_value=0 -0.000519943 0.000213337 -0.000298725 0.000178506 0.000434816 0.000578099 0.000825964 -0.00045467 -0.000725534 0.000754549 -0.000343802 0.00104272 -0.000544775 0.000559007 -0.000794804 0.0011906 -0.00103325 -0.000854562 -0.000405753 -0.000781025 -0.000323103 0.000176077 -0.000469046 -0.000205995 -0.000461381 -0.000820095 -0.000491524 -0.000193011 -0.000485617
internal_weight=0 11.588 1.71028 5.58186 1.37476 1.47322 1.37182 1.15826 4.2071 6.00614 0.653752 0.72101 1.02063 3.86366 0.343437 5.55236 0.952885 0.855989 5.12208 3.00767 4.50651 2.72912 0.617396 2.11172 1.41638 1.01335 4.35698 1.28601 0.902166 0.706553
internal_count=3121 2781 340 563 192 323 320 304 371 2218 132 60 294 306 65 2198 288 103 2166 203 1756 175 55 120 70 51 1732 238 134 119
is_linear=0
shrinkage=0.00137344


Tree=464
num_leaves=31
num_cat=0
split_feature=160 1213 475 484 150 1 48 0 12 3 43 43 160 52 447 52 128 1 0 33 43 159 15 16 42 2 0 16 43 3
split_gain=0.0816587 0.0764331 0.0914642 0.0798557 0.107361 0.0849909 0.131524 0.113774 0.0945774 0.0912101 0.105381 0.129256 0.0973001 0.0925681 0.0985724 0.0967272 0.0855423 0.0951078 0.148364 0.0795541 0.092037 0.0944536 0.075365 0.0677988 0.0665121 0.0622844 0.0698028 0.0772956 0.0733718 0.0704632
threshold=-0.40698999999999991 -1.0000000180025095e-35 -0.086004999999999984 -0.0068949999999999992 0.097210000000000005 0.11551000000000002 0.12737000000000001 -0.23091999999999999 0.10866500000000003 0.13524500000000003 -0.073959999999999984 -0.0037449999999999996 0.086870000000000017 -0.085984999999999992 0.10648000000000001 -0.080979999999999983 0.087235000000000021 1.0000000180025095e-35 -0.084044999999999995 -1.0000000180025095e-35 0.16180500000000003 0.082585000000000006 -0.092489999999999989 0.25084500000000004 -0.088934999999999986 0.14753000000000002 -0.20211999999999997 -0.042349999999999992 -0.14035499999999998 0.11296500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=23 2 -2 4 -3 6 7 22 9 10 16 -12 13 14 -13 -15 17 18 -9 -17 21 -21 -5 -1 -20 26 -7 28 -28 -29
right_child=1 3 -4 5 -6 25 -8 8 -10 -11 11 12 -14 15 -16 19 -18 -19 24 20 -22 -23 -24 -25 -26 -27 27 29 -30 -31
leaf_value=-0.003164721880002129 0.0035714698199333034 -0.0025704059143378259 -0.0031079645859839818 0.00015828596176380361 0.0022231820448328416 -0.0019901822264082694 -0.0036428126037759763 -0.0035516845537122551 -0.0024457984012106024 0.002036938639280712 -0.0032681229308787483 -0.0035672649013270665 -0.0021891035173587756 0.0036030517330728241 0.0036499615264098226 -0.0035877383593753208 -0.0035606154346318935 0.0020524118372543371 -0.0035740770249293179 0.0010581038648736715 -0.0035571754407759918 -0.0028173635890152561 0.0035277747331894085 0.0035753108882018805 0.0012754416357445245 0.0035613030472961332 0.0001832929817755373 0.0010047430409236687 0.0035861862059842218 -0.0023654359533422293
leaf_weight=0.16789745401547396 0.030062532983720303 0.28265786925476266 0.1785836839917464 0.15142874990124255 0.073993745012558065 0.1007579006254673 0.1252719146941671 0.12128612263040839 0.21070281456195505 0.25507293024566013 0.2166643272976233 0.14241654130455694 0.29472728663677128 0.10919632102013688 0.02850618027150631 0.068677638249938888 0.056655232307093795 0.49064741807524115 0.038822820948553272 0.79142070941451792 0.069721714055049233 0.087676939467201009 0.18522724672220636 0.021084273321321234 0.41433013666756036 0.11449924776388798 0.12370914117491338 0.28033441214938637 0.22267877610283904 0.10780980307026766
leaf_count=238 4 468 462 15 16 13 29 170 100 41 295 133 41 7 1 18 42 211 44 181 88 14 32 2 114 98 9 84 132 19
internal_value=0 -4.33452e-05 -0.00214557 4.15783e-05 -0.00157589 0.000161554 -7.21372e-05 4.76816e-05 -0.000147034 5.00076e-06 -0.000171846 -0.000700853 -0.000351533 6.58335e-05 -0.00236359 0.000434384 0.000681272 0.000906911 -7.14991e-05 9.43273e-05 0.000360843 0.000671584 0.00201217 -0.00241275 0.00085997 0.00111091 0.000775016 0.00115433 0.00237088 6.8652e-05
internal_weight=0 5.37354 0.208646 5.16489 0.356652 4.80824 3.85845 3.73318 3.39653 3.18582 2.93075 1.80901 1.59234 1.29762 0.170923 1.12669 1.12174 1.06509 0.574439 1.0175 0.948819 0.879098 0.336656 0.188982 0.453153 0.949789 0.83529 0.734532 0.346388 0.388144
internal_count=3121 2881 466 2415 484 1931 1576 1547 1500 1400 1359 778 483 442 134 308 581 539 328 301 283 195 47 240 158 355 257 244 141 103
is_linear=0
shrinkage=0.00354277


Tree=465
num_leaves=31
num_cat=0
split_feature=39 9 2 1456 4 2 12 160 147 2 160 41 403 4 0 1212 51 159 123 1456 151 3 43 3 1 2 156 16 457 12
split_gain=0.074894 0.0749366 0.0901517 0.0819035 0.0780634 0.107491 0.090205 0.0788986 0.0831319 0.074561 0.0839986 0.0811347 0.0798256 0.077664 0.122064 0.0909467 0.0786856 0.0873016 0.0686619 0.0810274 0.0664972 0.0730811 0.112221 0.0709633 0.109218 0.163207 0.108289 0.0933896 0.104543 0.0680825
threshold=0.16946000000000003 -0.036024999999999995 0.088850000000000012 -1.0000000180025095e-35 -0.49405499999999997 0.11093500000000002 0.11527000000000001 -0.40698999999999991 -1.0000000180025095e-35 -0.13033999999999998 0.083670000000000008 0.08178500000000001 -1.0000000180025095e-35 -0.083854999999999985 -0.10607499999999999 -0.50120999999999993 -0.42597499999999994 -0.48366999999999993 1.0000000180025095e-35 1.0000000180025095e-35 -0.40381499999999992 -0.10831999999999999 0.097930000000000017 0.092670000000000016 0.10984500000000001 0.092365000000000017 0.096630000000000008 -0.089669999999999986 0.088585000000000011 0.081420000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 7 -6 -9 11 12 -3 -11 -14 -15 -16 -17 -18 19 20 -10 22 -22 24 25 27 29 -23 -29 -25
right_child=-2 2 3 4 6 -7 -8 8 18 10 -12 -13 13 14 15 16 17 -19 -20 -21 21 23 -24 26 -26 -27 -28 28 -30 -31
leaf_value=0.003691146772057655 0.0037033802864624354 0.0027123583338260985 -0.0036715230040419693 -0.0029160993311040575 -0.0028341291272908358 0.0021141802333290854 -0.0030459728517530436 -0.0036929316991216963 -0.0030685269807464344 -0.0030214069486448757 -0.0035090985374198018 -0.0023511524171754509 0.0012986729605072116 0.00043670373078187342 0.0027655518794186158 0.00084985323537900526 0.002990597873228923 -0.0033448276116766749 0.0024940954005401943 -0.0036651667325095136 0.0028316144979894015 0.0027980444540977741 -0.0014383895993785826 0.0010130062197753668 0.0036834372800330592 -0.0031286352761330013 -0.0018939222627537963 -0.0036920535727311987 0.0026542908151981032 0.0037110820731492901
leaf_weight=0.06619792072160624 0.067439725156873354 0.14557464617246285 0.072989376039913956 0.2114163517544515 0.089178531434300878 0.077465335401939228 0.096543430860037804 0.057333048695001998 0.062038426462098228 0.19292765891623265 0.17200174682875502 0.059490347106475383 0.25707053482255982 0.49221255445445378 0.049465970587334152 0.085187128890538144 0.030955747930419997 0.4659797960775921 0.27127985058177717 0.059240850550850044 0.41001992894598771 0.15101441342267208 0.10271777218440548 0.77470485211233586 0.072064192325342447 0.27325338197988458 0.15051556959224399 0.091540565837925025 0.055729692976456136 0.14878570375731215
leaf_count=89 23 77 119 96 100 18 87 14 25 505 111 10 115 75 19 17 14 558 153 95 106 35 17 147 25 317 24 110 8 12
internal_value=0 -0.000171059 -0.000220429 0.000154289 0.000242801 -0.0015672 0.000425245 0.000546254 0.000658728 -0.000840422 -0.00108519 0.00124341 -0.000820282 -0.000512754 -0.000927119 -0.00198998 -0.00239408 -0.00295017 0.000753849 0.000553097 0.000662107 0.000765877 0.0019762 0.000404575 -0.000554645 -0.00108902 0.000979391 0.000779441 -0.00129048 0.0014477
internal_weight=0 5.2449 5.1787 3.22783 3.15484 0.288882 2.86596 2.76942 2.68024 1.95087 1.7458 0.205065 1.5738 1.38087 1.1238 0.631589 0.582123 0.496936 2.62291 2.35163 2.29238 2.23035 0.512738 1.71761 0.643602 0.571538 1.07401 0.298285 0.14727 0.923491
internal_count=3121 3098 3009 1508 1389 114 1275 1188 1088 1501 1414 87 1303 798 683 608 589 572 1074 921 826 801 123 678 495 470 183 153 118 159
is_linear=0
shrinkage=0.00365316


Tree=466
num_leaves=31
num_cat=0
split_feature=156 15 401 39 43 42 376 483 4 481 43 453 1348 14 123 42 121 155 158 0 133 42 13 457 13 1374 15 42 159 0
split_gain=0.0696651 0.0729971 0.0672447 0.0649049 0.0695026 0.0691025 0.114533 0.066402 0.0649857 0.082212 0.0795122 0.0692026 0.0752583 0.0743376 0.0767296 0.0733758 0.0679741 0.0645133 0.0661225 0.0913244 0.0663417 0.0954524 0.0905322 0.0724503 0.0710372 0.0656993 0.081989 0.224134 0.0901918 0.0709335
threshold=-1.0000000180025095e-35 -0.47006499999999996 0.10076500000000001 0.16946000000000003 0.24789500000000006 -0.26584999999999998 0.088470000000000007 0.083960000000000021 -0.49405499999999997 -0.0079799999999999992 -0.52440999999999993 0.10218000000000001 0.090205000000000021 0.083150000000000016 1.0000000180025095e-35 -0.080354999999999982 -1.0000000180025095e-35 0.088740000000000013 0.09445000000000002 0.051010000000000007 0.09389500000000002 -0.094469999999999985 -0.094514999999999988 -0.072694999999999996 -0.086589999999999986 -0.094929999999999987 0.040760000000000005 0.083995000000000014 0.092630000000000018 -0.13455999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 8 10 -10 -7 12 13 14 16 -16 -11 18 19 20 22 -22 -18 -24 -25 -26 28 -28 29 -27
right_child=1 2 -4 -5 -6 6 -8 -9 9 11 -12 -13 -14 -15 15 -17 17 -19 -20 -21 21 -23 23 24 25 26 27 -29 -30 -31
leaf_value=-0.0036543067366090359 0.0032427768054820246 -0.003682645791159846 -0.0033977202100058997 0.0036938587433242806 -0.0023139443721130865 0.0014102762524490252 0.0036153979279886692 -0.0020618248767440271 -0.0036687943512208115 -0.0036095352638293803 -0.0032699376069367367 -0.0033072222678629548 0.0035971886441178826 -0.0031017268473586893 -0.0011501817253744284 0.0036630213608315411 0.0016348906544568485 -0.0036779530773176387 -0.0023874068801919704 0.0021990545986547354 0.002748556119597019 -0.003329707739441154 -0.0022699349839279161 -0.0034445889467166167 -0.0015100725056411434 0.0023159390662859216 -0.0033361637940823451 0.0023859601929670494 -0.002056281949174908 0.00049104426847268738
leaf_weight=0.073001069018573506 0.087239569395023753 0.067798996780766063 0.082077663981180993 0.060271969181485363 0.18397107624696207 0.06923439004458487 0.11537990570650425 0.21126351123712073 0.073866722837920284 0.062787637885778902 0.15978234608337416 0.072793811181327217 0.089063922758214065 0.088370410492643603 0.057306558679556474 0.15932365101616586 0.55552120224820578 0.055526895233924622 0.11859814506897226 0.33143585931247788 0.044954227589187212 0.14616394388212928 0.17475749973164578 0.06925402074558018 0.22929714760539877 0.52582966169575462 0.21615810714138195 0.15743538611059193 0.11506905381611421 0.6148682062884997
leaf_count=163 106 17 160 17 169 7 45 244 186 15 108 14 28 38 19 121 147 89 95 54 21 303 85 107 39 78 298 62 45 241
internal_value=0 -6.48075e-05 -0.000123598 -6.79145e-05 -0.000115489 -2.72157e-05 2.76873e-05 -6.64208e-05 3.42517e-05 0.00014356 -0.00185506 0.000216054 0.00028334 0.000204056 0.000284439 0.00238975 0.000150992 0.000221372 0.000286996 0.000386715 0.000175901 -0.0019 0.000325153 -2.08767e-05 0.000182991 0.000318156 0.000575439 -0.000924813 0.00102177 0.00133227
internal_weight=0 4.9954 4.90816 4.82608 4.76581 4.58184 4.51404 4.39866 4.1874 3.95838 0.229017 3.88452 3.81172 3.72266 3.63429 0.21663 3.41766 3.35487 3.29934 3.18074 2.84931 0.191118 2.65819 2.10267 1.92791 1.85866 1.62936 0.373593 1.25577 1.1407
internal_count=3121 2958 2852 2692 2675 2506 2489 2444 2200 2085 115 1899 1885 1857 1819 140 1679 1664 1575 1480 1426 324 1102 955 870 763 724 360 364 319
is_linear=0
shrinkage=0.00364788


Tree=467
num_leaves=31
num_cat=0
split_feature=31 4 11 151 150 160 1456 474 1213 1373 2 43 4 16 1212 0 2 133 43 16 16 14 43 4 43 133 14 1 15 0
split_gain=0.064836 0.0652465 0.0869123 0.0795674 0.0720059 0.115084 0.0802891 0.0719719 0.0687743 0.0658746 0.0693364 0.100494 0.0938586 0.0940941 0.0845902 0.106536 0.0815971 0.0797838 0.079613 0.0687785 0.0678076 0.0739917 0.0715494 0.0738174 0.0724481 0.0629252 0.0606467 0.0577429 0.0544526 0.0727171
threshold=-1.0000000180025095e-35 0.27287000000000006 0.081790000000000015 -0.27559499999999998 -0.22665999999999997 -0.091944999999999985 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.082704999999999987 0.099250000000000019 0.088850000000000012 -0.074359999999999996 0.033845000000000007 -0.50992999999999988 -0.50120999999999993 -0.11991499999999998 0.083215000000000011 0.099660000000000012 -0.079109999999999986 0.38525000000000004 0.10246000000000001 0.019675000000000002 -0.17390999999999998 -0.49405499999999997 0.08845500000000002 -0.030254999999999994 0.019675000000000002 0.102705 -0.11033999999999998 -0.10324499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 -2 25 -7 -5 -8 10 11 18 17 -14 -13 16 -16 20 28 -19 21 27 -22 -24 -25 -6 -17 -12 -10 -30
right_child=1 3 -4 7 5 6 8 -9 9 -11 12 14 13 -15 15 26 -18 19 -20 -21 22 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=0.003361699343467528 0.0024447884010861888 -0.0029937231896338188 -0.0027145206573202158 -0.0034380157491519826 0.00093910435794686232 -0.0033415978477892121 -0.0033370866403213571 0.0014667316535451091 -0.0033954504314718994 -0.003184786286108395 0.0014034748142081562 0.0034679066570980207 0.0012810614631784147 -0.001983768546990805 0.0016335805554922081 -0.0032002572331074619 -0.0018400670275259426 -0.0024078165354039015 0.0029928813332553471 0.002346268890148686 0.0024325466732130442 -0.0021337031511713986 -0.0033611923288509198 -0.00059009321445140886 0.0031759435165510078 -0.0029148154690857792 0.0029374614982823326 0.0033724948889831906 0.0029241736841754775 -0.00038989710746423288
leaf_weight=0.059239548700133926 0.11077415973704807 0.055310678901150823 0.15892831403471053 0.035246845101937652 0.057516883302014321 0.08315022589704435 0.068366896601220861 0.56790388336230524 0.049677355247695232 0.068972680906881467 0.57339279415464284 0.038031622767450868 0.14837546278431546 0.28797364803904191 0.14354494876170221 0.33682309327195137 0.15712468676792923 0.13466753360262362 0.11434087366433476 0.045048759347992018 0.12371541280299425 0.051855733268894255 0.078510853665648028 0.26055101358360844 0.072409855580190197 0.25691499676031604 0.018857804243452847 0.23207862362323795 0.091911013478238601 0.36551644708379172
leaf_count=86 15 15 127 3 45 189 254 296 31 18 230 1 26 161 20 488 28 123 28 9 18 9 46 83 15 343 3 98 17 296
internal_value=0 -0.000144144 -0.000299413 0.000829507 -0.000202733 -0.000278725 -0.000107435 0.00118011 -2.97508e-05 3.68825e-05 0.000103724 -0.000490552 0.000493036 -0.000873601 -0.0013613 -0.00164113 -0.000181687 0.000872326 0.000482394 -0.00121613 0.00114186 0.00172254 0.000211652 -0.000456094 0.000228916 -0.00220984 -0.00287484 0.0019708 -8.36652e-05 0.000276
internal_weight=0 4.78749 4.12903 0.658461 3.9701 3.85933 3.5449 0.603151 3.46175 3.39338 3.32441 1.31583 2.00858 0.436349 0.694382 0.656351 0.30067 1.57223 0.621446 0.179716 1.39251 0.857327 0.535187 0.411472 0.332961 0.314432 0.355681 0.805471 0.507105 0.457427
internal_count=3121 3035 2721 314 2594 2579 2191 299 2002 1748 1730 912 818 187 540 539 48 631 372 132 499 337 162 144 98 388 491 328 344 313
is_linear=0
shrinkage=0.00333058


Tree=468
num_leaves=31
num_cat=0
split_feature=156 15 1348 14 11 1374 474 51 480 3 1213 133 2 133 0 0 51 16 0 124 3 39 131 131 43 1 0 4 0 2
split_gain=0.0601167 0.0645783 0.0745898 0.0918014 0.0831373 0.0740953 0.0703733 0.0972412 0.0695212 0.0643725 0.0936224 0.072073 0.0653524 0.068588 0.0634769 0.105487 0.0953585 0.0822121 0.0661212 0.0731529 0.0650087 0.0709542 0.0646604 0.0993828 0.0526136 0.0808175 0.057668 0.0875602 0.0748936 0.0522032
threshold=-1.0000000180025095e-35 -0.24436499999999997 0.090205000000000021 0.076175000000000007 0.087830000000000005 0.093235000000000012 -1.0000000180025095e-35 0.11144500000000002 0.084710000000000021 -0.12018999999999998 -1.0000000180025095e-35 -0.25159999999999993 0.11362000000000001 0.039215000000000007 -0.10096999999999999 -0.084269999999999984 0.12547500000000003 -0.014754999999999999 -0.083914999999999976 -0.043384999999999993 0.14121000000000003 0.16946000000000003 0.10033500000000002 0.10441000000000002 0.0034250000000000005 0.077565000000000009 -0.20211999999999997 0.033845000000000007 -0.12333499999999999 0.090675000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 3 4 5 8 -2 -8 9 12 -11 -12 13 -3 17 16 -16 24 -17 -20 21 22 -21 -24 25 -13 27 29 -28 -27
right_child=1 2 -4 -5 -6 -7 7 -9 -10 10 11 14 -14 -15 15 18 -18 -19 19 20 -22 -23 23 -25 -26 26 28 -29 -30 -31
leaf_value=-0.003354620801033091 -0.0034469344468747252 0.0012068038621239781 0.0028818033653305523 -0.003013449559940947 -0.0028180532361131334 -0.0030103473240285813 0.0028363837599310053 -0.0012716313797971387 -0.0033648392550391483 -0.0033561124373067738 -0.003366132634762519 -0.0033926968237359017 0.0033890913174123411 -0.0018534981377067864 -0.0033338872649001832 0.0028435954046462965 0.0031623849325288075 0.0021093956463384684 0.0020081303705684625 -0.0017442949463344324 0.00092078182540100944 0.0033993976250810084 0.0032537462778648792 -0.0033600274226694301 0.0023931525813859953 -0.0009968832684896583 0.002786933061998639 -0.0026224237328595149 -3.0713405797828997e-05 0.0014237038384622136
leaf_weight=0.062697608136659144 0.031985314679332078 0.38369923456775801 0.087988722792942897 0.12921144324354816 0.12639009708800575 0.093038215010892489 0.24541512044743274 0.0877614787168568 0.067048001290458958 0.097015238226961009 0.070239826680338235 0.076205593315535114 0.11193054335308261 0.10454713466606336 0.20081403347831095 0.083136703236961318 0.029012225717451656 0.30303647351684215 0.14083285715605842 0.59530955703120392 0.24634413091553142 0.037938134890282527 0.075191029231064022 0.038561225974262925 0.10717670028679993 0.1855316121364009 0.17581214185338434 0.15997393426368944 0.26588184863794639 0.21669894151273184
leaf_count=163 3 83 37 92 71 36 224 18 168 454 138 52 21 24 422 19 13 73 79 625 37 11 4 78 11 26 66 31 27 15
internal_value=0 -5.24417e-05 -0.000169676 -0.000234836 -0.000144885 -5.74684e-05 0.00129871 0.0017543 1.5367e-05 7.65392e-05 -0.000117578 -1.31169e-05 0.00108071 0.000551508 6.70597e-05 -0.000432605 -0.00251383 0.000552248 -3.96741e-05 -0.000251022 -0.000571316 -0.00106338 -0.00130216 0.00101172 0.000154808 -6.72987e-05 0.000185131 -0.000526424 0.00109082 0.000307191
internal_weight=0 4.57373 4.20857 4.12058 3.99137 3.86498 0.365162 0.333177 3.77194 3.70489 3.10471 3.0077 0.600177 0.488246 2.93746 1.44714 0.229826 1.49032 1.21731 1.13418 0.993344 0.747 0.709062 0.113752 1.18728 1.0801 1.0039 0.562204 0.441694 0.402231
internal_count=3121 2958 2713 2676 2584 2513 245 242 2477 2309 2181 1727 128 107 1589 1288 435 301 853 834 755 718 707 82 228 217 165 72 93 41
is_linear=0
shrinkage=0.00334944


Tree=469
num_leaves=31
num_cat=0
split_feature=31 3 39 457 1373 1 1456 12 43 133 43 2 47 1 3 454 51 11 160 52 130 1212 42 4 49 34 4 13 15 2
split_gain=0.0572767 0.0568199 0.0570035 0.0570316 0.0744911 0.0805647 0.07325 0.0715167 0.0685385 0.0795067 0.0759715 0.0743392 0.073319 0.0850293 0.0751235 0.0619183 0.0674216 0.0612867 0.0735019 0.0792475 0.0644644 0.0606601 0.0562089 0.0670748 0.0645835 0.0712214 0.0676941 0.0558291 0.0777698 0.0618527
threshold=-1.0000000180025095e-35 0.30112000000000005 0.15619500000000003 0.080930000000000016 -1.0000000180025095e-35 0.086105000000000015 -1.0000000180025095e-35 0.085885000000000017 -0.074359999999999996 -0.032969999999999992 -0.0037449999999999996 0.11704500000000001 0.13206500000000002 0.13075500000000004 -0.012304999999999998 -1.0000000180025095e-35 0.14780500000000005 0.087830000000000005 -1.0000000180025095e-35 -0.23375999999999997 -1.0000000180025095e-35 0.092585000000000015 0.092145000000000019 0.24564500000000003 -0.063424999999999981 -1.0000000180025095e-35 -0.51843499999999987 -0.095304999999999987 1.0000000180025095e-35 0.14838000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 -5 7 -2 -6 9 -8 11 -10 13 14 17 -12 22 18 21 -20 -21 -11 24 -24 -17 -26 -27 -28 -29 -30
right_child=1 -3 -4 4 5 -7 8 -9 10 12 15 -13 -14 -15 -16 16 -18 -19 19 20 -22 -23 23 -25 25 26 27 28 29 -31
leaf_value=0.0037703014462982585 -0.0037473313013352866 0.0019924277519449704 0.0037765426365352741 -0.0021702560205247739 -0.0030090444467003267 0.001957519143639546 0.0029399906749586232 0.0012589771888327152 -0.0036735563865766701 -0.0031467213581597812 -0.0037663396533064789 0.0012721465158810103 -0.003532865553437587 0.0038395812321575843 0.0032921233608451715 -0.0016711677705622343 -0.0037833342396273108 -0.0037774932147580167 -0.0037476771582732296 -0.0037557146639244721 0.0013241016620419602 0.0037564870676848831 -0.0037757892248394651 0.0012876408501026543 -0.0037799149109894784 -0.0038067363490962339 0.0019469706439623172 0.00069534479904619789 -0.0037616693901971602 0.0037725041565859442
leaf_weight=0.052704008143336867 0.094087717245202263 0.16640779127919803 0.048930565448244923 0.11503892832115525 0.10534964885300713 0.46737665118416771 0.14155878464953264 0.1144630202834378 0.21198017183451234 0.1470556423482775 0.079424962001213184 0.053106212273632991 0.077922702639625641 0.083615866751642898 0.082706801258610407 0.26289587888459243 0.078131902268068987 0.070518774409720208 0.055375036046825588 0.037631902076100121 0.48211810466273186 0.020233893508702749 0.12079565697240457 0.052419953441130929 0.055064600543119568 0.047316136624430905 0.36853231483837579 0.61890138503622161 0.10008448247572233 0.01795764546841383
leaf_count=86 277 124 23 18 58 114 50 42 543 319 19 48 13 24 46 41 22 21 119 43 252 4 175 29 15 14 65 299 216 2
internal_value=0 -0.000149932 -0.000234601 -0.000281762 0.000613715 0.00107977 -0.0004956 -0.000786558 -0.000401905 0.00030917 -0.000814364 -0.00268276 -4.3103e-05 0.000234589 -0.000101968 -0.000539439 -0.000390611 -0.000447279 -0.000130956 0.000503388 0.000956303 -0.00231177 -0.000229367 -0.00224345 7.83907e-06 0.000373283 0.000571666 0.000759069 0.00016502 -0.0026155
internal_weight=0 4.377 4.2106 4.16166 0.802228 0.687189 3.35944 0.219813 3.26535 1.19874 2.06661 0.265086 1.05718 0.979256 0.89564 1.80152 1.7221 0.812933 0.742415 0.575125 0.51975 0.16729 1.64397 0.173216 1.47075 1.20786 1.15279 1.10548 0.736944 0.118042
internal_count=3121 3035 2911 2888 232 214 2656 100 2379 891 1488 591 841 828 804 897 878 758 737 414 295 323 856 204 652 611 596 582 517 218
is_linear=0
shrinkage=0.00373806


Tree=470
num_leaves=31
num_cat=0
split_feature=4 31 151 11 2 43 52 49 474 43 4 4 52 4 403 14 42 1 1212 3 15 2 1 51 52 4 12 16 133 16
split_gain=0.417915 0.271296 0.259458 0.255114 0.28198 0.312615 0.243688 0.318317 0.228086 0.209188 0.20361 0.227138 0.268339 0.177175 0.210731 0.174308 0.179277 0.289865 0.173616 0.172545 0.168265 0.273487 0.222344 0.180997 0.208632 0.27409 0.16341 0.215748 0.157452 0.140936
threshold=0.27287000000000006 -1.0000000180025095e-35 -0.27559499999999998 0.081790000000000015 0.089885000000000007 -0.074359999999999996 0.17829500000000004 0.51130000000000009 0.084660000000000027 -0.076124999999999984 0.033845000000000007 -0.49405499999999997 0.10347000000000002 -0.083644999999999983 -0.088999999999999982 0.091685000000000016 0.089015000000000025 0.094090000000000021 -0.50120999999999993 -0.116045 0.050935000000000008 0.090675000000000019 0.093575000000000019 0.08955500000000001 -0.087769999999999987 -0.072334999999999997 0.051320000000000005 -0.16927999999999996 0.084760000000000016 0.013515000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 9 10 -8 18 13 11 12 -6 14 -3 16 19 -18 -7 -13 22 -22 23 24 25 -21 -15 -28 -12 -24
right_child=2 3 -4 -5 6 8 7 -9 -10 -11 28 15 -14 26 -16 -17 17 -19 -20 20 21 -23 29 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0014835748234764629 -0.0012808696498836031 -0.001453605952310967 0.00067767994055458445 -0.0012056934618051242 -0.0014226168583209567 0.00077382034399021071 -0.00136507206099989 0.0014950675410084293 0.00054545457440021382 0.0015121100937393721 -0.00076792393767089872 0.0014111816888902787 0.00051795217214241015 0.00036990303848418176 0.00084724646568773237 -0.00075095563944375639 -0.0014767677610945421 0.0014519438260879875 -0.0010178193349204283 0.0015018342946355784 0.0015107144451381933 -0.0010830225439695592 0.0014795842270641816 -0.00092399459947175742 0.00090773213891234968 -0.0014654260205885447 1.7441293884884677e-05 -0.0012977100845191177 0.00034985139020670384 -3.956493435821677e-05
leaf_weight=0.19405846507288238 0.15267680096440006 0.098636864655418321 1.7620740045676946 0.5358128923398916 0.33008736686315332 0.11836333686369016 0.4707116758218034 0.097587497904896736 0.24121465778443951 0.16492104643839134 0.80783937007072359 0.46530476561747569 0.26835119165480137 0.37184671801514935 0.51135065365815591 0.25095320947002608 0.21696094700018864 0.10377585986861959 2.2115410637925441 0.094850714784116441 0.11634895607130591 0.30795302893966436 0.68412825954146672 0.22718491428531695 0.73764371144352536 0.20319263066630822 0.44966112996917251 0.61143673176411484 0.38726119630155154 0.1557314230594784
leaf_count=48 15 59 337 127 52 19 175 3 44 8 125 26 6 31 69 14 175 24 831 4 4 88 92 16 58 78 25 434 111 23
internal_value=0 -0.000206018 0.000521511 -0.000235187 -0.00018661 -0.000447089 2.34549e-05 -0.000873933 -0.000788678 -4.92959e-05 0.000118645 0.000269196 -0.000552429 -0.000175344 0.000475192 0.000407156 0.000494879 -0.00052917 -0.000926801 0.000604643 0.000456134 -0.000371787 0.000623197 0.000241 0.000496549 -0.000521111 -0.00045227 -0.000740389 -0.000405719 0.0011979
internal_weight=0 11.4347 1.91475 11.2407 10.7048 4.77897 5.92587 0.568299 2.57112 2.20785 5.35757 4.16247 0.598439 2.04293 0.609988 3.56403 3.31308 0.320737 2.3299 2.99234 2.52703 0.424302 2.10273 1.26287 1.03569 0.298043 1.43294 1.0611 1.1951 0.83986
internal_count=3121 2769 352 2721 2594 1520 1074 178 894 626 896 660 58 618 128 602 588 199 850 389 363 92 271 156 140 82 490 459 236 115
is_linear=0
shrinkage=0.00144126


Tree=471
num_leaves=31
num_cat=0
split_feature=31 45 1374 2 160 403 4 160 11 1 3 4 42 3 13 52 151 42 1 13 3 457 448 16 160 130 13 474 16 4
split_gain=0.0534658 0.0546351 0.0645681 0.0575635 0.0621067 0.0657922 0.0603231 0.0593724 0.0603643 0.0614432 0.137517 0.0817069 0.0778328 0.0889721 0.0854391 0.0686189 0.0766105 0.0633089 0.0675252 0.0606618 0.0748102 0.0942103 0.0517944 0.0489256 0.0810525 0.108993 0.0687346 0.0600464 0.087501 0.0472418
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.093235000000000012 0.088850000000000012 0.083670000000000008 -1.0000000180025095e-35 -0.15764999999999998 -0.40698999999999991 0.081790000000000015 0.088975000000000012 0.083060000000000009 0.19806500000000002 0.091735000000000025 -0.10831999999999999 0.41383500000000001 0.11434500000000002 -0.082229999999999984 -0.088934999999999986 0.086560000000000012 -0.53104499999999988 -0.055119999999999995 0.088585000000000011 -0.070064999999999975 -0.078464999999999993 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.063184999999999977 0.084660000000000027 0.15891500000000003 0.27834500000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -5 9 11 22 12 13 -9 -14 16 -15 -18 19 -19 21 -21 -11 24 -7 -26 -25 28 -28 -10
right_child=1 2 -4 7 -6 23 -8 8 29 10 -12 -13 14 15 -16 -17 17 18 -20 20 -22 -23 -24 26 25 -27 27 -29 -30 -31
leaf_value=0.0031474763529547702 0.0031448973728287299 0.0030452575708397951 -0.0027274117566756344 -0.0024090985489754755 -0.0024918269437436236 -0.0026425190447592318 -0.0029967523640871052 0.0020582532552139831 -0.0031369882008066455 -0.0010948521195988002 0.0002588907315244427 -0.0031503639729412634 -0.0031590977824664896 -0.003155026596298315 0.0032044878117725465 -0.0031674087724740006 -0.0031458724643789494 -0.0017558739629378222 -0.0031801290414567229 -0.0031325050563921781 0.0025194516270929672 0.0028833823092331719 0.0030548240781793357 -0.0025381179255687214 -0.0022851123179237908 0.0015747689275957203 -0.0022541276952761881 0.0019032931547215929 0.00068223400628435356 0.00019251140102411406
leaf_weight=0.049323095408908446 0.049335044968756736 0.018250380060635507 0.093404035695129894 0.083443982193784794 0.14936414819203481 0.069766548826009966 0.13740532729934773 0.24241563059331384 0.08708314944669826 0.032641646568663418 0.91543298726173816 0.081256966474029357 0.1172593482206139 0.060035506156055241 0.024946710094809532 0.066379121230056626 0.041143623442622235 0.057692958042025899 0.036677582065749448 0.059894592823184212 0.27948114190439821 0.044042479421477765 0.28865313933056291 0.15505854336515745 0.085320195965323364 0.43482485247659475 0.18978032053928495 0.10797010404348839 0.20671382232649194 0.079460818320512772
leaf_count=86 23 3 41 123 123 80 506 50 98 6 240 58 232 52 1 48 77 6 8 213 51 5 189 352 57 186 95 35 48 29
internal_value=0 -0.000122067 -0.000160028 -0.000102278 -0.000577553 -0.000374061 -0.00228834 0.000182099 0.000268088 0.000396937 0.000875733 -0.000135936 0.000101881 0.000445419 -0.00204276 -0.00016042 0.000184334 0.000570666 0.000890706 0.00122919 0.00167835 -0.000583322 0.00263324 -0.000135579 0.000517744 0.000941627 -0.000719945 -0.000161088 -0.000723244 -0.00154843
internal_weight=0 4.29513 4.2458 4.1524 1.55445 1.40509 0.155656 2.59794 2.5145 2.34795 1.23673 1.11123 1.02997 0.887763 0.142206 0.645347 0.578968 0.518932 0.477789 0.441111 0.383418 0.103937 0.321295 1.24943 0.589912 0.520145 0.659523 0.504464 0.396494 0.166544
internal_count=3121 3035 3012 2971 1485 1362 509 1486 1363 1236 435 801 743 510 233 460 412 360 283 275 269 218 195 853 323 243 530 178 143 127
is_linear=0
shrinkage=0.00312245


Tree=472
num_leaves=31
num_cat=0
split_feature=15 2 375 376 43 130 484 150 453 4 11 48 156 42 1 13 150 131 47 128 43 0 0 160 457 43 0 49 3 4
split_gain=0.0525369 0.0517426 0.0529491 0.0780499 0.0619134 0.0543823 0.0564129 0.0674704 0.0577901 0.0542612 0.0759438 0.0626158 0.0543234 0.0584559 0.0914735 0.0628171 0.0624306 0.0628979 0.0622254 0.0828106 0.070034 0.0855265 0.0804651 0.0793844 0.0828987 0.0825223 0.0673201 0.0620662 0.0540157 0.0603617
threshold=-0.49307999999999996 0.17025000000000004 0.087420000000000012 0.088470000000000007 0.39192500000000002 1.0000000180025095e-35 -0.0068949999999999992 0.097210000000000005 0.10218000000000001 0.27834500000000006 0.081790000000000015 0.12230500000000001 0.091255000000000017 0.091735000000000025 0.13021500000000003 0.41383500000000001 0.15024000000000001 0.10314000000000002 0.11312500000000002 0.086435000000000012 -0.083879999999999996 -0.084044999999999995 -0.23091999999999999 0.092865000000000017 0.045365000000000009 0.070450000000000013 -0.13455999999999999 -0.047584999999999995 -0.078934999999999991 -0.17966999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2 9 10 12 -11 13 16 15 27 17 18 19 20 21 26 -22 24 25 28 -8 -15 -24 -30
right_child=1 -3 -4 -5 -6 -7 8 -9 -10 11 -12 -13 -14 14 -16 -17 -18 -19 -20 -21 22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0039046487023205426 -0.0029224946885986654 0.003220045555100989 -0.003719256138870081 0.0029493976476790587 -0.0039171151627327983 -0.0027529861049115567 0.003282491825096324 0.0020478841179179604 -0.0035543721659342894 0.0022466164143691491 -0.00354661716299946 -0.0022416577620879854 -0.0020321096389576722 0.00055395473171790854 0.0026660271270821751 0.0039831755266057714 -0.0030027018729040299 -0.0037154750438671814 0.0030604760604369947 -0.0039207620867091307 0.0025316933723101027 0.0028586113825570659 -0.0030922420561401908 -0.0026838240187541948 0.0024696233239938112 0.0019951519591703184 -0.0037714569089337584 -0.0038236832819796649 -0.0030774956421759127 0.00013656895043805088
leaf_weight=0.048974692283081711 0.19720718190001374 0.067859786831831914 0.063915155144058988 0.1193493156642943 0.068297207841169327 0.1203254405681945 0.03100923313468229 0.052314609289169312 0.066539497289340832 0.3002972378344565 0.091854976853937731 0.05580171465408057 0.17852560838036868 0.064611639427312184 0.071652875980362296 0.022626345977187157 0.078559258428867795 0.051745373259109217 0.14810971627593961 0.06361287871186494 0.19719743644236998 0.34395588299594804 0.13000723014920745 0.1620490535751743 0.20527396922989272 0.20022645071730949 0.06033677853338304 0.20334288617232221 0.10445911917486228 0.57763660252202431
leaf_count=85 444 60 26 50 107 337 21 13 16 167 100 16 146 24 8 1 6 89 33 78 19 120 353 54 65 34 112 337 25 175
internal_value=0 -0.000149291 -0.000206014 -0.000149408 -0.000245531 -0.00017918 -9.45403e-05 -0.00188041 3.61597e-05 0.000107628 -6.35377e-05 0.00154329 4.69787e-05 0.000183619 -0.00127148 -0.00224241 0.000407513 0.00052524 0.000623914 0.000450061 0.000588241 0.00196982 0.000206846 -0.000125451 0.000215039 -0.000242132 -0.00137685 -0.00276811 -0.000793741 -0.000355647
internal_weight=0 4.0987 4.03084 3.96693 3.84758 3.77928 3.65895 0.249522 3.40943 3.34289 2.98679 0.356099 2.89494 2.71641 0.362234 0.290581 2.35418 2.27562 2.22387 2.07576 2.01215 0.435302 1.57685 1.37965 1.2176 1.01233 0.091346 0.267955 0.812103 0.682096
internal_count=3121 3036 2976 2950 2900 2793 2456 457 1999 1983 1800 183 1700 1554 370 362 1184 1178 1089 1056 978 253 725 706 652 587 133 361 553 200
is_linear=0
shrinkage=0.00389091


Tree=473
num_leaves=31
num_cat=0
split_feature=1 150 0 3 15 50 39 4 52 52 1 4 16 150 150 16 16 131 150 160 15 13 52 457 52 49 12 16 1 1
split_gain=0.429163 0.320947 0.306608 0.246054 0.21809 0.22736 0.217797 0.200297 0.281371 0.189913 0.184973 0.232848 0.221398 0.195072 0.177214 0.168916 0.197981 0.176124 0.160765 0.200708 0.15767 0.248972 0.200933 0.155882 0.144874 0.135415 0.131312 0.14424 0.129729 0.129099
threshold=0.094385000000000011 0.080470000000000014 -0.060129999999999996 0.090900000000000009 -0.24436499999999997 0.11843500000000001 0.16946000000000003 -0.49405499999999997 0.10347000000000002 0.11434500000000002 1.0000000180025095e-35 0.053925000000000008 -0.078844999999999985 0.087380000000000013 0.15024000000000001 0.15891500000000003 -0.27167499999999994 0.10340500000000001 -0.088794999999999985 -0.081969999999999987 0.083935000000000023 -0.076599999999999988 0.084240000000000023 0.082380000000000009 0.091275000000000009 -0.0087849999999999977 0.11650500000000001 -0.056919999999999991 0.07863500000000001 0.111945
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 10 5 29 15 8 -4 24 20 12 13 25 -3 16 -6 -17 -18 -20 -1 22 -22 -5 -9 -12 27 -21 -14 -2
right_child=1 14 7 23 6 -7 -8 9 -10 -11 11 -13 28 -15 -16 17 18 -19 19 26 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0012750528837753095 0.00014687524827783425 0.00083765284061632713 -0.0012997072852729496 -0.00037162947794733818 -0.00053161807482636015 -0.00068102463357174587 0.0013241035158695958 0.00026917338966255477 0.00035451967101413908 -0.00084023403904492802 0.001233676627269621 0.0008684405672382549 0.0002885741094829283 -0.0013353510324772926 -0.00034906974507414206 -0.0010865611994028191 0.0012403185544098308 0.00037734666832217584 -0.00091875333153864378 0.00081985715939551676 0.00070452268413709167 -0.0012773095325587023 -0.0012702964922048556 0.00072366205287835645 0.0012628785424847737 -8.680905944811493e-05 -0.0006161442507882541 -0.00019255975502201206 -0.0011458024390851368 0.0011512816799095838
leaf_weight=1.0035385831870374 0.33382975572021611 1.2749301210278643 0.34459139377577264 0.47684293775819231 1.0110137515002864 0.21840665978379548 0.15021761739626516 0.98061999680066925 0.31807892938377336 0.19309950750903215 0.16938690911047161 0.21503551874775428 0.11639073520200316 0.15245899686124176 0.24062325991690148 0.59582936341757875 0.2016470005619343 0.16990151477511972 0.28742306353524361 0.63541428447933868 0.29972155402356293 0.36587538622552518 0.11455786763690412 0.37215032055974007 0.31081209552939981 0.47593859577318642 0.22416008944856003 0.35164433997124456 0.78905699937604368 0.53697133829700761
leaf_count=784 25 217 64 33 69 20 10 112 18 32 8 23 18 8 10 158 25 9 47 83 78 393 170 15 22 162 20 67 238 183
internal_value=0 0.000141486 -0.000320945 -0.000507336 -2.16708e-05 0.000476031 -0.000171123 7.41073e-05 -0.000505685 0.000332917 -0.000648566 -0.000375184 -0.000532194 -4.50415e-05 0.000649238 -0.000235721 -8.71596e-05 -0.000761747 0.000177121 3.40645e-05 -0.000942574 -0.000514895 0.000158439 0.000108484 0.000508331 0.000259796 0.000260169 0.000459179 -0.000961421 0.000766233
internal_weight=0 6.23201 6.69816 4.55095 4.71646 1.08921 3.62725 2.1472 0.66267 1.48453 3.70196 1.91827 1.70323 0.797785 1.51555 3.47703 2.7113 0.765731 1.70029 1.49864 1.78369 0.780155 0.414279 0.848993 1.29143 0.645326 1.21122 0.987059 0.905448 0.870801
internal_count=3121 943 2178 1930 716 228 488 248 82 166 1882 457 434 178 227 478 311 167 242 217 1425 641 248 48 134 170 170 150 256 208
is_linear=0
shrinkage=0.00126831


Tree=474
num_leaves=31
num_cat=0
split_feature=1425 15 50 1348 14 15 3 483 159 1374 375 401 457 156 480 1366 15 42 42 403 0 49 402 1 1374 3 3 0 123 48
split_gain=0.0516735 0.0665748 0.073365 0.0624269 0.0836471 0.0647224 0.104629 0.0742988 0.0755489 0.0569621 0.0576184 0.0577015 0.0569507 0.0524869 0.0521646 0.0523934 0.0542417 0.1328 0.0604881 0.0588242 0.0569034 0.0579979 0.0517921 0.0508823 0.0844406 0.0822852 0.0903027 0.0968962 0.0698864 0.0553813
threshold=1.0000000180025095e-35 -0.24436499999999997 0.11843500000000001 0.090205000000000021 0.076175000000000007 -0.18895499999999996 0.30112000000000005 0.088070000000000009 0.10395500000000001 0.093235000000000012 0.087420000000000012 0.10076500000000001 0.5717850000000001 0.10499000000000001 1.0000000180025095e-35 -1.0000000180025095e-35 0.050935000000000008 0.083995000000000014 0.11326500000000002 -1.0000000180025095e-35 0.089620000000000019 0.094245000000000009 -0.50169499999999989 0.094385000000000011 -0.094929999999999987 0.092670000000000016 -0.12018999999999998 -0.13455999999999999 1.0000000180025095e-35 0.088965000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 7 8 9 10 11 12 13 14 15 -7 18 20 23 -19 21 22 -18 24 -17 26 -26 -28 29 -29
right_child=-2 3 -4 -5 -6 6 -8 -9 -10 -11 -12 -13 -14 -15 -16 16 17 19 -20 -21 -22 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=0.0024361136322223996 -0.0036069510319191984 -0.0029586576017542579 -0.0018320124100502494 0.0029621173354087058 -0.0031770035261002162 -0.0023687064176062915 0.0035525077856622613 -0.0033625758255382172 -0.0028978371471677375 -0.0032327532365734784 -0.003391330371692263 -0.0035479226704338966 -0.0035696248476343164 -0.0035622003102460725 -0.0035545468841765302 -0.0036074926255058211 0.002183584635622193 -0.0035417038464604323 -0.0023600271716127503 0.0020379081686953738 0.0036048544575629981 0.0033154325822834663 -0.0028749730552742707 0.0015903939630211457 0.0016780270485609319 0.0025650500971450317 0.0010287121309993036 -0.0034480489651079757 0.0012206537896192872 0.0010249480290779847
leaf_weight=0.24131309830409042 0.051671257933776249 0.099480103748648019 0.063773343805223703 0.077718387816275825 0.1177942420108592 0.082431985390946205 0.097404417494544648 0.088802078122171113 0.11498554598256294 0.065852969550178275 0.058257647506252286 0.051582702621089882 0.048635297454893478 0.043576420752287848 0.042181401948255259 0.061457535368397376 0.027622891291684937 0.026190767994194175 0.074136176252068142 0.24553448582628334 0.023458763986127451 0.023298099404200912 0.3082125471864855 0.79235326471825818 0.3209623882139615 0.22533180634491146 0.24436664076347847 0.22120588411597097 0.070561375730903819 0.041113258341283654
leaf_count=231 78 70 19 37 95 31 64 213 150 30 26 135 7 79 140 33 15 211 40 151 6 3 448 264 60 28 37 334 17 69
internal_value=0 -4.5e-05 0.00154393 -0.000176211 -0.000243648 -0.000144897 -6.25574e-05 -0.000169193 -8.09418e-05 2.35993e-05 9.4314e-05 0.000162589 0.000228078 0.000292344 0.000351688 0.000410783 0.00049546 -0.000391798 0.000778448 0.00150011 -0.00173547 -0.0020843 -0.0024589 0.000896118 0.000431889 0.000652842 0.000173131 -0.000663625 -0.00190597 -0.002747
internal_weight=0 3.9996 0.305086 3.69451 3.61679 3.499 3.39952 3.30211 3.21331 3.09832 3.03247 2.97421 2.92263 2.874 2.83042 2.78824 2.70581 0.654318 2.05149 0.271725 0.382592 0.359134 0.335835 1.97735 1.185 1.12354 0.89821 0.577247 0.332881 0.262319
internal_count=3121 3043 250 2793 2756 2661 2591 2527 2314 2164 2134 2108 1973 1966 1887 1747 1716 834 882 362 472 466 463 842 578 545 517 457 420 403
is_linear=0
shrinkage=0.00353909


Tree=475
num_leaves=31
num_cat=0
split_feature=147 1348 14 3 38 124 38 484 1365 51 160 16 401 4 52 0 52 133 33 1 151 4 2 3 42 1374 42 1374 156 2
split_gain=0.0481515 0.0589756 0.0733159 0.0615358 0.0760982 0.0758594 0.0791151 0.0656395 0.0546181 0.0533566 0.0467642 0.0486606 0.0458904 0.0480339 0.0822295 0.0522752 0.0631823 0.0653128 0.0551978 0.0633686 0.0868291 0.0838939 0.0597564 0.0744155 0.0922722 0.0549237 0.0608803 0.0559902 0.0591152 0.0662964
threshold=-1.0000000180025095e-35 0.084895000000000012 0.076175000000000007 0.30112000000000005 0.13905500000000001 -0.043384999999999993 0.095410000000000009 -0.0068949999999999992 1.0000000180025095e-35 0.14842000000000002 -0.40698999999999991 0.25084500000000004 0.10076500000000001 -0.49405499999999997 0.11008000000000001 0.051010000000000007 -0.43320999999999993 -0.25159999999999993 -1.0000000180025095e-35 1.0000000180025095e-35 0.056735000000000001 0.010840000000000001 0.10060500000000001 0.097915000000000016 0.088200000000000014 -0.094929999999999987 -0.11051499999999999 0.092505000000000018 0.11896500000000002 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 9 10 -7 11 -9 13 14 -12 16 -15 -18 -19 22 25 -22 23 24 -20 -21 -27 28 29 -28
right_child=1 -3 -4 4 -6 7 -8 8 -10 -11 12 -13 -14 15 -16 -17 17 18 19 20 21 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0035133232528095403 0.0023539953412211115 0.0027626707106005043 -0.0030296761217684515 0.0036854645783682 -0.0037603663197548235 -0.0032807989902341678 -0.0036926471618144671 -0.0036843652221158719 -0.003694388303021625 0.001505604031949189 -0.003706791749479927 0.0036839317226919637 -0.0036827302998066178 -0.003689812082705243 0.0021594313254599223 0.0016858642786498957 -0.0032600281191091508 -0.0036644182629040076 -0.0021386581889043781 -0.0017786381050026044 -0.0036175217791470735 0.00069555776412123576 -0.0037080346797012526 0.0027690563310956789 0.0018347597719968523 -0.001398687984273055 0.00081316432241501332 -0.0022318594592982089 -0.0020708648289249035 0.0026628483157207202
leaf_weight=0.054740699910326263 0.25923838219751116 0.098595443087105994 0.11311911013035558 0.1101723332540131 0.022282755002379417 0.15879131937345192 0.032929805671301438 0.082016889584341501 0.057500200233334797 0.039214330685354071 0.1067537182461854 0.014197217322362121 0.044766897271983797 0.060866637435542326 0.046241238713264465 0.27970230636128679 0.075369641554067335 0.048348235926829797 0.26960117172163833 0.087651524605462217 0.11550830195483275 0.12879341169900727 0.079967290066633723 0.088248996064066887 0.11157656685281836 0.10894338868092734 0.47088016452835268 0.052581571682821848 0.05486388289136801 0.58884895044320729
leaf_count=22 205 54 100 123 1 428 24 219 35 28 96 2 136 139 3 68 135 19 491 11 25 23 105 7 143 22 265 15 5 172
internal_value=0 -4.22663e-05 -0.00011683 -2.51969e-05 0.00243286 -0.000119203 0.00167249 -0.000284273 -0.000147845 -0.00233287 -7.79044e-05 -0.00259711 8.06191e-06 6.7608e-05 -0.00193378 0.000184401 5.08698e-06 0.000103674 0.000218608 0.000305625 0.000673726 -0.00134371 -0.000771802 -0.000271612 -0.000975578 0.00103512 0.00122839 0.0014736 0.00164841 0.00184096
internal_weight=0 3.80757 3.70898 3.59586 0.132455 3.4634 0.292168 3.17123 2.97323 0.198006 2.91573 0.0962141 2.81951 2.77475 0.152995 2.62175 2.34205 2.28118 2.20581 2.15747 1.60807 0.244302 0.549394 0.469427 0.381178 1.36377 1.27612 1.16717 1.11459 1.05973
internal_count=3121 3099 3045 2945 124 2821 229 2592 2136 456 2101 221 1880 1744 99 1645 1577 1438 1303 1284 538 48 746 641 634 490 479 457 442 437
is_linear=0
shrinkage=0.00367462


Tree=476
num_leaves=31
num_cat=0
split_feature=4 151 11 403 4 484 160 1213 52 133 150 4 1374 14 150 159 130 16 1 43 43 15 1429 151 52 150 4 4 130 0
split_gain=0.323402 0.308461 0.267046 0.242011 0.274946 0.254112 0.272418 0.251967 0.203534 0.219 0.166434 0.154857 0.154022 0.202878 0.180221 0.163745 0.164578 0.182028 0.234774 0.176262 0.139916 0.149717 0.136175 0.146089 0.13473 0.130559 0.315488 0.21096 0.163683 0.154649
threshold=0.27287000000000006 -0.27559499999999998 0.081790000000000015 -1.0000000180025095e-35 -0.15764999999999998 -0.0068949999999999992 -0.40698999999999991 -1.0000000180025095e-35 -0.43320999999999993 -0.25159999999999993 0.097210000000000005 -0.5956499999999999 -0.094929999999999987 0.08840000000000002 0.12155000000000001 0.10519500000000001 -0.23647499999999996 -0.36241499999999999 0.10089500000000001 0.07827000000000002 -0.27207999999999993 0.050935000000000008 0.087935000000000027 -0.086379999999999985 0.11434500000000002 0.088985000000000009 0.0052350000000000009 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.14001499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 10 11 -8 -9 -10 -5 -7 14 15 -11 16 -14 19 24 -18 -20 -22 23 -6 25 27 -27 28 -19 -29
right_child=1 -3 -4 5 22 6 7 8 9 12 -12 -13 13 -15 -16 -17 17 18 20 -21 21 -23 -24 -25 -26 26 -28 29 -30 -31
leaf_value=0.00092981155594244953 -0.0012789429799300056 0.00062584983897284935 -0.0011724740435520536 -0.0011442861692620126 0.0010914241014534311 0.0014186496039073745 -0.0013614915945632977 -0.00095624087974222668 -0.0013738202335208463 -0.0013722760450817001 0.00064176932556157351 -0.0012775340963834857 -0.0011938122787750528 -0.0012149506612740228 0.00016369625320794659 -0.00075756816474306524 -0.0007828476681089277 -0.00073933667985921693 -0.00029905393872695611 0.00049069477303939309 0.0012272837086356051 0.00023301492949386762 0.0013530677432917481 -0.0013634628991709245 -0.00080755370114294093 -0.0013828529675549844 0.0010843128626131528 0.0010949720393021725 0.00065733576706358051 -0.00072801034455338665
leaf_weight=0.14592498308047652 0.17276654881425191 1.6054242633108522 0.47817324878997247 0.58685076852270412 0.047361314063891768 0.043165680021047592 0.22460310977475373 0.32476869688252463 0.17155189084587164 0.24714668001978868 0.11438077938510105 0.4133220590447263 0.13011161540634208 0.17337412672350172 0.32374469481874257 0.27303605516499363 0.47591096803079747 0.16464721056399323 0.17307641776278604 0.3431559856981039 1.1475196102401239 0.36664262402337033 0.039861110300989822 0.72990642824151741 0.21055711523513299 0.24365768083953288 0.15596265293424949 0.10643775039352477 2.369567330606515 0.43152296915655197
leaf_count=13 15 337 127 408 9 1 187 171 106 37 13 195 16 17 16 53 46 47 8 18 156 28 4 704 37 64 10 7 200 71
internal_value=0 0.000440783 -0.000183206 -0.000136728 -0.000782813 -6.92042e-05 -4.64879e-06 5.30246e-05 9.35875e-05 0.000139002 -0.000852955 -0.00102258 0.000174378 0.000231392 -0.000501247 0.000269433 0.00031381 0.000345507 0.000436235 -0.000249285 0.000854655 0.000986529 -0.00108866 -0.00121388 0.000244517 0.000308323 -0.000419975 0.000403058 0.000566594 -0.000367326
internal_weight=0 1.77819 10.6559 10.1778 0.963054 9.21471 8.51348 8.057 7.83239 7.50762 0.701232 0.456488 7.33607 6.76518 0.570891 6.59181 6.31877 6.18866 5.36959 0.819067 1.68724 1.51416 0.817129 0.777268 3.68235 3.4718 0.39962 3.07218 2.53421 0.537961
internal_count=3121 352 2769 2642 730 1912 1491 1295 1108 937 421 196 831 778 53 761 708 692 628 64 192 184 717 713 436 399 74 325 247 78
is_linear=0
shrinkage=0.00135451


Tree=477
num_leaves=31
num_cat=0
split_feature=1 484 52 47 160 50 15 48 1 0 3 42 4 52 13 42 1 15 1 15 133 133 4 1 16 0 128 124 51 3
split_gain=0.324434 0.252042 0.246122 0.242141 0.227704 0.220817 0.240649 0.347565 0.239094 0.208721 0.227743 0.206085 0.180599 0.194994 0.177886 0.204389 0.200976 0.195446 0.174594 0.19952 0.278633 0.311679 0.197214 0.19314 0.14337 0.230588 0.140579 0.136628 0.123457 0.120235
threshold=0.094385000000000011 -0.0068949999999999992 -0.43320999999999993 0.096300000000000011 -0.51146999999999987 0.11610000000000001 0.035560000000000008 0.12879500000000002 0.11146500000000002 -0.060129999999999996 0.090900000000000009 0.092620000000000022 -0.49405499999999997 0.10347000000000002 -0.055129999999999992 -0.098769999999999983 0.12408500000000001 -0.11345499999999999 1.0000000180025095e-35 0.083935000000000023 0.083950000000000011 0.091935000000000003 0.053925000000000008 0.090540000000000023 -0.087989999999999985 -0.077999999999999986 0.086435000000000012 -0.51664499999999991 -0.076794999999999988 0.12178000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 6 7 26 -8 10 18 12 13 -11 16 -16 17 -5 19 -3 -21 -22 23 24 -20 -26 27 -6 29 -29
right_child=2 9 3 14 5 -7 8 -9 -10 11 -12 -13 -14 -15 15 -17 -18 -19 22 20 21 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0012547927110845949 -0.0012490326757745871 -0.0012508145302223346 -0.0012736107931201857 0.0004822102659070156 -0.0009722598142821717 -0.00074202907235030094 -0.0010180874590558556 -0.00067430190527612444 0.0004613731326100557 -0.0012775361308665423 0.00023942334625256601 -0.00083481020671426068 0.0005026925265262859 0.00045836296426381092 0.00052378628355534277 -0.00079809166260203846 0.0011196442115248486 -0.0011666325852575387 0.00042277614959251099 -0.0012495710913794725 0.0011020650196353829 -0.001249552054764027 0.0010407684030635475 -0.0011638521048861216 -0.00094352847064344838 0.00080470886587399035 -0.0003895575400760857 0.00092269268391235071 0.0010862982861874818 -0.00043977996786174594
leaf_weight=0.37438477612158738 0.18969635071698565 0.80077747222094398 0.12583525638910975 0.2602700381539762 0.058839066652583649 0.23335869226139028 0.28504749530111428 0.26530703203752626 0.41528838215162978 0.20968763419659819 0.75610235182102759 0.29882935452042136 1.3394372201873921 0.19164995697792619 0.23151799733750511 0.8294680272520053 0.27835419226903468 0.19427778362296511 0.44354346278123535 0.29826607923314441 0.26927513841656037 0.12898722250247374 0.16754210909130041 0.36693760601337988 0.4638690643769221 0.15600714832544349 0.13899803487583984 0.23006856956635835 1.8257753943616963 0.1775853555300273
leaf_count=397 119 568 17 17 3 42 63 10 41 37 40 64 95 11 8 91 32 35 65 398 19 157 15 129 161 22 13 33 406 13
internal_value=0 -0.000265107 0.000144275 0.000191898 0.000371461 0.000428483 0.000508895 0.000677626 -0.00014079 -0.00020221 -0.000372606 0.000119543 0.000283372 -0.000448596 -0.000184077 -0.000509644 0.00028723 -0.00022252 -0.000522114 -0.000827317 -0.000340434 0.000340435 -0.000236124 -0.00038569 -0.000117182 -0.000503541 0.000825153 0.00089881 0.000948103 0.000329162
internal_weight=0 6.2653 5.73969 5.54999 3.7561 3.63027 3.39691 2.69657 0.700336 5.89091 3.85131 2.0396 1.74077 0.401338 1.79389 1.06099 0.732902 0.454548 3.09521 1.49731 0.696528 0.398262 1.5979 1.43036 1.06342 0.619876 2.43127 2.29227 2.23343 0.407654
internal_count=3121 2178 943 824 641 624 582 478 104 1781 1574 207 143 48 183 99 84 52 1534 1142 574 176 392 377 248 183 468 455 452 46
is_linear=0
shrinkage=0.00124394


Tree=478
num_leaves=31
num_cat=0
split_feature=31 138 1374 150 1456 474 4 150 11 11 160 1213 148 42 156 15 1 42 4 4 4 150 4 13 157 43 0 0 132 1375
split_gain=0.0479562 0.0479909 0.0484389 0.0483954 0.0604997 0.0591118 0.0659644 0.0809418 0.0982414 0.0788458 0.0768977 0.0534229 0.0494342 0.0531379 0.0553787 0.0641695 0.0637726 0.109718 0.0658749 0.0723404 0.0699658 0.150924 0.0734548 0.0626672 0.0502124 0.0498466 0.090281 0.0520888 0.05819 0.0487578
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.093235000000000012 -0.22665999999999997 -1.0000000180025095e-35 -1.0000000180025095e-35 0.27287000000000006 -1.0000000180025095e-35 0.088710000000000011 0.081790000000000015 -0.091944999999999985 -0.082704999999999987 0.10530000000000002 -1.0000000180025095e-35 0.091255000000000017 -0.095869999999999983 0.11282000000000002 0.091735000000000025 -0.51843499999999987 0.033845000000000007 0.0052350000000000009 0.088985000000000009 -0.0029599999999999995 0.41383500000000001 -0.083699999999999983 -0.067199999999999996 -0.10474999999999998 -0.019414999999999998 0.12527000000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 9 -8 -9 10 -7 -12 13 25 15 29 17 18 -17 20 21 22 24 -19 -20 26 -13 28 -28 -15
right_child=1 -3 -4 4 5 6 7 8 -10 -11 11 12 -14 14 -16 16 -18 23 19 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0034275293296023393 0.0023137461708125991 0.0034239883671834904 -0.0028527154678823028 -0.0028257048410411409 -0.0032446806470934849 -0.0020858835795788777 -0.0024778867966343638 0.0027601796185325253 -0.0010281955356488204 -0.0034139532545816656 -0.0034073804237393958 0.0031543260782017088 -0.0034416501993970927 -0.0033863754305601991 -0.0017416494963591652 -0.0034441847309274721 0.0027294978594190043 -0.0030073740652900691 -0.0017725917105903288 -0.00076500606404390217 0.0032693778812071988 -0.0027919959429632017 -0.0027690314996294024 0.0034723609379988217 0.0019686625003656464 -0.002651739540588614 -0.0033410009683861944 0.001106882463519115 0.0022728333172986016 -0.00018194820151355096
leaf_weight=0.044481196673587298 0.092869170184714522 0.043585423853073624 0.076117793374578357 0.096869489781968077 0.067856732022849253 0.21478657363787013 0.061289354460313916 0.2890372363035566 0.10913846342009492 0.08701553340506496 0.05133564862444906 0.072233836122904904 0.044914026104379334 0.068456307435553754 0.1339551148485042 0.039637196059634117 0.17617150645673985 0.13298633995145781 0.04413853058941275 0.22118914351449337 0.18592017461924115 0.108170500567212 0.044167787902523736 0.019852805882692337 0.69953522250216194 0.13429864409773085 0.1240676063043793 0.074474135144555476 0.025816327317443211 0.27865652565742949
leaf_count=86 19 23 41 284 110 284 13 245 29 86 254 22 12 19 83 22 71 249 45 44 19 69 43 1 264 368 172 12 16 116
internal_value=0 -0.000125371 -0.000166352 -0.00011107 -0.000173519 -0.000100305 -3.83019e-05 0.00116159 0.0017218 -0.000223195 -0.000127282 2.96903e-05 9.68141e-05 0.000158325 0.000376593 0.000517141 0.00079351 0.000565464 0.000876338 0.00100776 0.00137018 0.000976098 0.00149346 -0.0021657 0.00174661 -0.000932199 -0.00015358 -0.00121859 -0.00237406 -0.000813913
internal_weight=0 3.81854 3.77496 3.69884 3.60597 3.5091 3.44124 0.459465 0.398176 2.98178 2.89476 2.67998 2.62864 2.58373 2.15284 2.01888 1.67177 1.4956 1.34276 1.30312 1.08193 0.896012 0.787842 0.152839 0.743674 0.430891 0.296592 0.224358 0.149884 0.347113
internal_count=3121 3035 3012 2971 2952 2668 2558 287 274 2271 2185 1901 1647 1635 1045 962 827 756 506 484 440 421 352 250 309 590 222 200 188 135
is_linear=0
shrinkage=0.003402


Tree=479
num_leaves=31
num_cat=0
split_feature=39 42 2 376 130 48 51 44 48 2 150 484 160 15 1374 0 14 13 160 133 16 49 1365 40 0 49 457 1212 31 1
split_gain=0.0458702 0.0486321 0.0569139 0.0527926 0.0505153 0.049824 0.0902916 0.0676394 0.0696455 0.0737906 0.0512224 0.0556579 0.0604426 0.0688017 0.052472 0.0715389 0.0561827 0.0560214 0.0834716 0.0650618 0.0828964 0.0725003 0.0505888 0.0504697 0.0464018 0.0566306 0.0602789 0.0452812 0.0433944 0.0418624
threshold=0.16946000000000003 -0.26584999999999998 0.17025000000000004 0.088470000000000007 1.0000000180025095e-35 0.12879500000000002 0.13455000000000003 1.0000000180025095e-35 0.093265000000000015 -0.13033999999999998 -0.22665999999999997 -1.0000000180025095e-35 -0.098904999999999979 -0.11033999999999998 -0.094929999999999987 -0.23051499999999997 0.083150000000000016 -0.084034999999999985 -0.081069999999999989 -0.0061299999999999992 0.22339500000000004 -0.12164499999999999 1.0000000180025095e-35 -0.0087249999999999984 -0.12333499999999999 0.036705000000000008 0.086120000000000016 -0.50120999999999993 -1.0000000180025095e-35 0.111945
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 7 -7 8 9 -3 -11 23 13 -13 -14 -16 17 19 -19 27 21 -21 24 -12 -10 26 -26 -17 -20 -30
right_child=-2 2 -4 -5 -6 6 -8 -9 22 10 11 12 14 -15 15 16 -18 18 28 20 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0038737753288781442 0.0038847071879445777 0.0032010741877668563 0.0038473623886991415 0.0025584422562980992 -0.0027201590975357956 -0.0039171679159306048 0.00078712517785048505 -0.0035637157152563965 0.0033756180786024951 0.0027216028669903155 0.0023466650995148663 0.0037244297851363561 -0.0026081948245250293 -0.0036854366685433147 0.0027242157159521781 0.0027774957891595047 -0.0038758714773746983 0.0021848727572266547 0.0038853217278472314 -0.0016956512262513151 -0.0016966835492262806 0.0029501582160327915 -0.0024422542087321206 -0.0038614536626919061 -0.0033429833245857397 0.0033622584264942049 0.0026137290923293585 -0.0022960368067971621 -0.0014912644382609629 0.0003931039349523232
leaf_weight=0.050857320617070267 0.042464406229555496 0.093988849792370543 0.053684587983298004 0.1038428181054768 0.11617049995948026 0.13492323341415602 0.10936422368104104 0.077106397046008968 0.18594812801165972 0.081846445798878231 0.023485958168748766 0.021725515027355868 0.11373691816334597 0.12698428603744627 0.14068706532998931 0.0327529628193588 0.057185365680197831 0.14743586799523289 0.02711026639372538 0.057815343272523023 0.094342684307775926 0.35560470639029995 0.04164792096526071 0.11108542337752192 0.067425024184558313 0.06814414377004141 0.04011451000769739 0.1271336443733162 0.74538114472666794 0.22790727677056566
leaf_count=18 23 69 54 57 397 37 25 38 55 19 8 30 43 247 37 16 28 52 35 20 24 188 15 382 106 33 13 164 794 94
internal_value=0 -0.000137604 -8.45958e-05 -0.000144378 -0.000226276 -0.000138772 -0.00181112 -5.55162e-06 8.62223e-05 -0.000145688 -0.000271904 -0.000373552 -0.000231374 -0.0026029 -6.5575e-05 7.80606e-05 -0.000120736 -2.45385e-06 -0.000517939 0.000883778 0.00155779 0.00230046 0.00157345 -0.00277799 0.00203593 0.000617963 -0.001121 -0.00125672 -0.000916272 -0.00105002
internal_weight=0 3.63544 3.58458 3.5309 3.42705 3.31088 0.244287 3.0666 2.98949 2.58621 2.49222 2.41037 2.2758 0.14871 2.12709 2.01336 1.87267 1.81548 1.14783 0.667649 0.507763 0.41342 0.40328 0.134571 0.361632 0.175684 0.10754 0.159887 1.0004 0.973288
internal_count=3121 3098 3080 3026 2969 2572 62 2510 2472 2250 2181 2162 1772 277 1495 1452 1415 1387 975 412 232 208 222 390 207 152 119 180 923 888
is_linear=0
shrinkage=0.0038477


Tree=480
num_leaves=31
num_cat=0
split_feature=1 50 51 47 51 158 157 3 3 50 52 484 457 43 15 48 0 2 133 2 52 150 16 15 0 43 1348 4 42 15
split_gain=0.250347 0.174594 0.176673 0.166593 0.163212 0.148403 0.155542 0.14521 0.141678 0.204926 0.186586 0.165772 0.234831 0.161189 0.141747 0.137852 0.130685 0.130484 0.128613 0.12472 0.125919 0.12468 0.137814 0.14107 0.139038 0.122478 0.133689 0.139678 0.121703 0.119761
threshold=0.104035 0.10124500000000002 -0.10748999999999999 0.087885000000000019 0.123935 0.084765000000000021 -0.084489999999999996 -0.12018999999999998 -0.055119999999999995 0.10030500000000002 0.11434500000000002 0.08660000000000001 -0.0029299999999999994 -0.084004999999999982 0.040760000000000005 0.12933000000000003 -0.12333499999999999 0.089885000000000007 0.0068000000000000014 0.121465 0.13796000000000003 -1.0000000180025095e-35 -0.061854999999999993 -0.11713499999999999 -0.13843999999999998 -0.25681499999999996 -1.0000000180025095e-35 -0.033174999999999989 0.083995000000000014 -0.055554999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 6 -4 18 9 13 11 12 -10 14 -9 19 -15 -14 -8 20 25 -5 23 24 -23 -2 -27 -28 -16 -24
right_child=3 -3 5 21 -6 -7 7 8 10 -11 -12 -13 17 16 28 -17 -18 -19 -20 -21 -22 22 29 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0015856426868535675 -0.0012044086322828683 -0.0015845244831892309 -0.0015817172311084638 -0.0013449404298158591 -0.00042929984601490636 -0.0011886512699620972 0.00072088875307588891 -0.0011747063015409233 -0.0014335219302832301 0.0015336222368969202 -0.0012490181076463718 0.0014172501689123523 -0.00041007626138613127 0.0004574707178437923 -0.00067568002070390041 -0.0012740454160447201 -0.001586153497549037 0.00055043216238766571 -0.00055958863757427394 0.0015179427020002921 -0.00074936082340373313 0.00076345761050031701 -0.001434587194892215 0.0011905660784084433 -0.00098884282771477343 -0.0010924723238092506 -0.00023690588894519774 0.0012716563529813596 0.0010050443504534044 5.2184087845953738e-05
leaf_weight=0.22851163940504182 0.076537313521839567 0.24583233698649554 0.17122644843038859 0.19530437444336701 0.38711663632420812 0.33402204239246192 0.89310491239302725 0.24756733952381171 0.2374227477703249 0.10527033498510707 0.25021097889111832 0.24312460346845899 0.51528118125861611 0.090162291191517752 0.18181154244666686 0.084600477013736852 0.57192094170750396 1.1111267531814517 0.24985839327564463 0.43950603861594562 0.16298573292442586 0.21535521000623703 0.24167370068607841 0.34102713561151166 0.23644610529299825 0.081274895113893408 0.18522649491205789 0.87170270853675924 0.26142244327638764 0.30507997696986422
leaf_count=195 5 292 113 18 36 207 98 151 17 6 24 19 78 6 115 7 926 115 32 169 27 18 65 33 22 7 61 198 36 25
internal_value=0 -0.00028278 -0.000226559 0.000234805 0.000504462 -0.000169716 -0.000103365 -5.23126e-05 -0.000200086 -0.000586623 3.90278e-05 0.000191989 3.2162e-05 -0.000751603 -0.000218477 0.000694528 -0.00130785 0.000246122 0.000440969 0.000786174 0.000552734 -0.00016733 4.35972e-06 0.000424583 -0.000153593 0.000727441 0.000857346 0.00100728 0.000315623 -0.000604992
internal_weight=0 5.93788 5.69204 3.82384 2.28895 5.46353 5.12951 4.95828 3.81532 1.45815 2.35717 2.10696 1.86383 1.35288 0.690801 1.90183 0.662083 1.62641 1.14296 1.81723 1.37773 1.53489 1.33958 0.792828 0.451801 1.21474 1.1382 1.05693 0.443234 0.546754
internal_count=3121 2430 2138 691 510 1943 1736 1623 1493 1240 253 229 210 1234 302 474 932 193 130 467 298 181 163 73 40 271 266 259 151 90
is_linear=0
shrinkage=0.00157766


Tree=481
num_leaves=31
num_cat=0
split_feature=156 15 151 1348 14 3 38 124 38 1366 484 51 155 401 133 150 0 150 3 130 1 4 4 43 3 42 13 159 11 42
split_gain=0.0445504 0.0446133 0.0431842 0.0580383 0.0574098 0.0487826 0.0550123 0.0508778 0.0616764 0.0512753 0.0487373 0.048934 0.0433877 0.0425298 0.044087 0.0441107 0.0502147 0.0528929 0.0939103 0.044077 0.0559789 0.0702018 0.065681 0.0629149 0.0600657 0.0495956 0.0605857 0.0538788 0.0493409 0.0494364
threshold=-1.0000000180025095e-35 -0.47308999999999996 -0.5225749999999999 0.090205000000000021 0.076175000000000007 0.30112000000000005 0.11225500000000001 -0.043384999999999993 0.095410000000000009 -1.0000000180025095e-35 -0.0068949999999999992 0.14842000000000002 0.088740000000000013 0.10076500000000001 -0.25159999999999993 0.15024000000000001 -0.23091999999999999 0.08882000000000001 -0.10831999999999999 -0.23647499999999996 0.111945 0.24564500000000003 -1.0000000180025095e-35 0.15359500000000004 -0.20241999999999996 0.091735000000000025 0.41383500000000001 0.10395500000000001 0.081790000000000015 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 -4 -9 11 -11 13 14 -12 16 -16 19 -19 -18 22 -22 25 24 -24 27 -27 28 29 -21
right_child=1 2 3 -5 -6 6 -8 9 -10 10 12 -13 -14 -15 15 -17 17 18 -20 20 21 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0031010914793433084 0.0031051912814321386 -0.0027321968337222485 0.0017063034128081403 0.0029077465448987846 -0.0024324180101775836 0.0031057056100180216 -0.0023167481174754742 -0.0031162762266285218 -0.0031101534700330052 -0.0026890168226167016 -0.0020468044765449126 0.0015109583500058103 -0.0031093651069290444 -0.0031031033590956415 0.001669089933714017 -0.0026800197463994705 -0.0029669782004745579 0.0029880454757180374 -0.0023074975962292673 -0.00086126156388194504 0.00030048828891718636 0.0029280718732062651 0.0031182729974219298 0.0021024434860574277 -0.0016406653838836394 -0.003032682187225176 0.0031588482003089436 -0.0023713792215534621 -0.0031105549100356148 0.0012233245057468617
leaf_weight=0.045924043795821823 0.04298317135908325 0.057463680615911783 0.24298651347271816 0.063532962558383477 0.096676908888184587 0.088552748828078509 0.022508594440296292 0.056749593521093433 0.028492977067799075 0.12626783921769336 0.092279239381246714 0.033714475328451954 0.043584852030107757 0.041537956362844741 0.20277899537177768 0.052360952453454845 0.040878801301012291 0.038974875846179202 0.18271186877609569 0.12658102435125962 0.25780205598857708 0.15688935759681044 0.027160571771673858 0.057815100037259981 0.40171739281865382 0.072675659568631201 0.019155582413077354 0.054026910964239505 0.029845706332707778 0.79134187380168275
leaf_count=163 95 47 172 33 95 94 4 47 24 370 148 21 131 137 36 6 14 19 113 395 54 64 7 15 207 202 1 40 13 354
internal_value=0 -3.09629e-05 -6.94001e-05 -2.50431e-05 -8.00712e-05 -1.09345e-05 0.00200675 -8.14389e-05 0.00120079 -0.000201191 -0.000143147 -0.00180392 -4.43803e-05 6.09584e-06 5.56736e-05 0.000132887 0.000192751 6.01437e-05 -0.00137649 0.000216577 0.00028181 0.00129458 1.605e-05 -0.000930436 -0.00133928 0.000437262 -0.00174116 0.00063695 0.000808438 0.000935861
internal_weight=0 3.55005 3.50707 3.4496 3.38607 3.28939 0.111061 3.17833 0.271479 2.90685 2.8501 0.159982 2.69012 2.64653 2.605 2.51272 2.46036 2.25758 0.221687 2.03589 1.99501 0.414691 1.58032 0.486693 0.428878 1.09363 0.0918312 1.0018 0.947769 0.917923
internal_count=3121 2958 2863 2816 2783 2688 98 2590 196 2394 2347 391 1956 1825 1688 1540 1534 1498 132 1366 1352 118 1234 229 214 1005 203 802 762 749
is_linear=0
shrinkage=0.00309713


Tree=482
num_leaves=31
num_cat=0
split_feature=4 150 11 474 12 151 1 1 132 13 0 52 15 1 48 3 39 484 156 48 15 3 48 43 16 16 12 12 0 15
split_gain=0.32575 0.318284 0.233645 0.253778 0.231698 0.230007 0.183828 0.181078 0.17703 0.190538 0.180361 0.18838 0.151818 0.150819 0.139218 0.136438 0.103541 0.10269 0.101499 0.11946 0.217572 0.126938 0.0946625 0.0973943 0.110706 0.105838 0.103176 0.108308 0.117339 0.158158
threshold=0.27044500000000005 -1.0000000180025095e-35 0.087830000000000005 -1.0000000180025095e-35 0.084100000000000022 -0.086944999999999981 0.086105000000000015 0.13075500000000004 0.081465000000000024 -0.080759999999999985 -0.084044999999999995 -0.046924999999999988 0.035560000000000008 0.08592000000000001 0.091220000000000009 0.10732000000000001 0.084020000000000011 -1.0000000180025095e-35 0.091255000000000017 0.091150000000000023 -0.016799999999999995 -0.0087149999999999988 -0.40315499999999993 -0.088004999999999986 -0.088159999999999988 -0.088394999999999987 0.11650500000000001 0.11527000000000001 -0.077999999999999986 0.15614500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 5 6 -1 15 9 10 11 -7 18 -5 -8 22 -12 -15 19 20 -11 -22 -6 26 25 -25 27 28 29 -24
right_child=1 2 -4 13 7 8 14 -9 -10 12 16 -13 -14 17 -16 -17 -18 -19 -20 -21 21 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0008996666647022322 -0.00096268542948444 -0.0014275067665424528 -0.00046234139360664094 -0.0013007824622270096 0.0013439172482684896 0.00073869009145473665 0.001322531874188849 0.00033701340345420206 0.00044397125670194337 -0.00095179943135084212 0.0012363041346889559 -0.00081265489724643763 -0.0011848986092402914 -0.00015904606792879397 -0.00013970613015534889 -6.8836057100014742e-05 -0.00016111701594911292 0.0012308555019930416 -0.0012762407447783133 -2.0976530707984449e-05 -0.00055500917802500909 0.00042128142354532833 -0.0012802918794559883 -0.00078022343867758279 -0.0012117409312771786 0.00088403632971909788 -0.001283536587687646 0.0011420910457179984 -0.00014522535346810474 0.00053671186295741239
leaf_weight=0.13488984329160292 0.35964847123250354 0.083136767148971336 0.37481691059656441 0.047823717293796086 0.033779051154850914 0.18164182949112728 0.3142409356078133 0.27365498070139427 0.3892101693782023 1.1905652104469489 0.24627435710863188 0.47831221419619396 0.62151318116229948 0.10144837200641621 0.16808681620750576 0.45080437324941147 0.1397999974724371 0.75304998217325203 0.25153193506412197 0.89189624827122305 0.4885816992027685 0.41360937303397705 0.45099766574276123 1.1024663401913128 1.547668256142064 0.06824652096838546 0.28540473693283264 0.070427110185846575 0.66351476279669308 0.098094855202361941
leaf_count=46 28 1 34 21 1 55 43 25 57 112 37 113 82 13 22 19 26 268 42 65 34 36 240 387 1150 12 32 4 110 6
internal_value=0 0.000122303 0.000409168 0.000740644 -0.000484784 -0.00031053 0.00043867 -0.000688918 -0.000397896 -0.000464715 2.62135e-05 -0.000385672 -0.000597832 0.00094041 0.000812955 -0.000747759 0.000730289 0.00106584 -0.000485085 -0.00041841 -0.00058779 -0.000107429 -0.000818596 -0.000835636 -0.000984119 -0.000683206 -0.00057829 -0.000421411 -0.000512218 -0.000955686
internal_weight=0 1.71992 1.36028 0.985459 10.9552 5.91015 0.617218 5.04506 5.29294 4.90373 1.04603 0.659954 3.8577 0.902322 0.482328 4.7714 0.386074 0.854498 3.23618 2.98465 2.09276 0.902191 4.3206 4.28682 2.71838 1.17071 1.56844 1.28303 1.21261 0.549093
internal_count=3121 365 337 303 2756 770 111 1986 659 602 231 168 371 302 65 1961 63 281 289 247 182 70 1942 1941 1549 399 392 360 356 246
is_linear=0
shrinkage=0.00129687


Tree=483
num_leaves=31
num_cat=0
split_feature=39 147 1348 14 123 2 124 1456 457 457 1213 151 4 47 128 11 52 13 13 3 43 12 52 151 52 13 3 403 457 15
split_gain=0.0440408 0.0457891 0.0506759 0.0525749 0.0525216 0.0722791 0.0644408 0.0545182 0.0457438 0.0673367 0.0449332 0.0460857 0.0636156 0.0774628 0.062702 0.0636221 0.0593831 0.0513234 0.0762861 0.0484892 0.0582682 0.0958226 0.0578285 0.0638981 0.063598 0.0610099 0.0661732 0.057216 0.0616978 0.0555764
threshold=0.16946000000000003 -1.0000000180025095e-35 0.093335000000000015 0.076175000000000007 1.0000000180025095e-35 0.094835000000000017 -0.082254999999999981 1.0000000180025095e-35 -0.15747999999999998 -0.072694999999999996 -0.082704999999999987 -0.40381499999999992 0.24564500000000003 0.12794000000000003 0.086435000000000012 0.081790000000000015 0.13796000000000003 -0.53104499999999988 -0.47860499999999995 0.30112000000000005 -0.074359999999999996 0.091475000000000015 -0.088204999999999992 -0.086654999999999982 0.15915500000000002 -0.099939999999999987 -0.078934999999999991 -0.088999999999999982 0.092475000000000016 -0.095869999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 7 6 -6 8 -3 -10 -11 -12 14 16 15 17 -14 -13 -19 20 27 22 -22 -24 25 -25 -27 -20 -29 -28
right_child=-2 2 -4 -5 5 -7 -8 -9 9 10 11 12 13 -15 -16 -17 -18 18 19 -21 21 -23 23 24 -26 26 29 28 -30 -31
leaf_value=-0.003255302769088214 0.003261335638095374 0.0026595631650452802 0.0032616338046905615 -0.0024724811054206604 0.0028298691291155013 0.0023752457186628859 -0.0025866640112047431 -0.0032392015015282093 -0.0027651463445034297 -0.0032366857249512245 -0.0028614532058098972 -0.0025167144802236848 0.0019481007546639426 -0.0021511000405574784 -0.003249945899895074 -0.0032423017013753054 -0.0022016058718602612 0.0029254558600300736 -0.003244405779858019 0.0032434942201912628 -0.0021825380219620549 -0.0030802429735871935 0.0023130279648689318 0.0028492433433333704 -0.0032522050477346584 -0.0022548382796175694 -0.0017450962797476877 0.0011979611958040928 -0.0032445331981834978 0.00079090430010938921
leaf_weight=0.048203665573965604 0.040556986132287309 0.060262875806077587 0.046697212834260315 0.097154314935323671 0.033186088290676707 0.19805013326913468 0.074410790462934417 0.060042954196433018 0.10202773894525652 0.046656726422046879 0.059074888682521087 0.082151328446348315 0.39283813721704053 0.067697028280235827 0.068854289880618924 0.065846383167808997 0.039672069819062017 0.09444680379238457 0.036520981608191505 0.045493202975194325 0.13663830422956791 0.13821540216849815 0.11609158600913938 0.072025536348523711 0.06762761484424118 0.14040986971122438 0.11533371119367075 0.53848531993572191 0.03477505233604461 0.41592664054401429
leaf_count=20 23 22 19 100 66 148 40 263 108 272 49 6 214 11 152 89 12 14 86 33 87 376 21 16 44 257 32 457 21 63
internal_value=0 -0.000126615 -8.28575e-05 -0.000128793 -5.98514e-05 0.00121661 -0.000916044 -0.000190026 -0.000127691 -0.000186078 -9.12465e-05 -3.74528e-05 2.50516e-05 0.0010642 -0.000214612 -0.000115089 0.00156747 -1.38596e-05 9.14754e-05 -5.26184e-05 -0.00013537 -0.000548184 -0.000219282 6.99694e-05 -0.000250988 2.19263e-05 -0.000281257 0.000678549 0.000928471 0.000240352
internal_weight=0 3.49482 3.44661 3.39992 3.30276 0.305647 0.107597 2.99711 2.93707 2.87681 2.77478 2.72812 2.66905 0.500207 2.16884 2.09999 0.43251 2.03414 1.95199 1.85754 1.81205 1.20227 1.06405 0.927415 0.811323 0.743696 0.67167 0.609781 0.57326 0.53126
internal_count=3121 3098 3078 3059 2959 254 106 2705 2442 2420 2312 2040 1991 237 1754 1602 226 1513 1507 1493 1460 896 520 433 412 368 352 564 478 95
is_linear=0
shrinkage=0.00323249


Tree=484
num_leaves=31
num_cat=0
split_feature=1 457 0 42 0 1 15 52 4 52 1 16 2 16 49 47 16 159 150 157 2 49 2 2 47 4 457 457 42 4
split_gain=0.231711 0.211353 0.181013 0.180618 0.185823 0.184874 0.179924 0.171093 0.198063 0.211274 0.163277 0.159787 0.17588 0.159078 0.174724 0.155618 0.157165 0.153167 0.148671 0.176398 0.144251 0.139716 0.136114 0.134147 0.146029 0.132921 0.126898 0.136756 0.123469 0.119756
threshold=0.10781 0.080930000000000016 -0.019414999999999998 -0.095859999999999987 -0.060129999999999996 1.0000000180025095e-35 0.090615000000000015 0.11434500000000002 -0.49405499999999997 0.11008000000000001 0.088340000000000016 -0.51370499999999997 0.084055000000000005 -0.071854999999999988 0.29540500000000008 0.092530000000000015 -0.54165499999999989 0.092630000000000018 -1.0000000180025095e-35 -0.013599999999999999 0.083995000000000014 -0.047584999999999995 0.10882500000000002 0.13754500000000003 0.13206500000000002 -0.033174999999999989 0.092475000000000016 0.088350000000000026 0.090990000000000015 0.033845000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 13 -1 5 11 15 8 9 -6 26 -5 20 14 23 29 -17 22 -15 25 -13 -12 -10 24 -2 -20 27 -3 -24 -7
right_child=2 10 -4 4 7 6 -8 -9 17 -11 21 12 -14 18 -16 16 -18 -19 19 -21 -22 -23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0012123560587012458 0.00045984681095473124 -0.00051155850982685452 0.0010054459942259294 0.00048064042982942927 -0.00093614515658565535 -0.0001188890486744506 -0.0012020295425827904 -0.00077859806618447427 0.0009646289715341148 0.0012520273009494823 0.00090123830957119318 -0.00070300712250580993 -0.0012031797786857012 0.00099889987150251981 -0.00092991939304439453 0.00085221448388456285 -0.0011807263014514298 -0.00040469988816210843 -0.00042030263446107022 -0.00060842566433541134 0.0012425604825725973 -0.00027832930126395265 0.00067399385663219032 0.001218789721752762 -0.00088923831514349386 0.0010841018904554887 -0.0012063182734729392 0.00081463840827725935 -0.0012402197037684685 0.00065563157769417391
leaf_weight=0.30252444153302338 0.91600459045730553 0.25460778952401575 0.33899880194803689 0.12503130018012565 0.31981965812155966 1.194299595532357 0.23607631419145025 0.29644726922560938 0.66819884150754683 0.078498167917132378 0.54490442914539017 0.1629187943181023 0.84813475178088993 0.13175238028634351 0.13684921595267963 0.066641743760555983 0.29377916548401106 0.22212291332834866 0.15358266781549901 0.91497704808716651 0.081748816388426349 0.19467836513649672 0.10920565674314275 0.28275348196621042 0.13099651632364839 0.18487549570272666 0.14858994106180035 0.19700495997676626 0.086062670641695149 0.37459482147824008
leaf_count=197 139 48 119 14 111 273 185 47 51 2 63 95 1109 13 16 5 91 29 23 124 9 26 27 92 11 47 55 14 42 44
internal_value=0 -0.000210527 0.000179806 -0.000314798 -0.000262212 -0.000426682 -0.000217163 5.03322e-05 0.000215931 -0.000504913 0.000214884 -0.000799221 -0.000945655 8.16601e-05 0.000355988 -9.66523e-05 -0.000804836 0.000480419 -0.000208792 -0.000335736 -5.29503e-05 0.000590744 0.000708112 0.000488324 0.000291055 0.000401446 -0.000248259 6.69623e-05 -0.000169678 6.60383e-05
internal_weight=0 6.80589 3.19079 5.4661 5.16358 3.38323 2.16539 1.78036 1.48391 0.398318 1.33979 1.21783 1.0928 2.85179 1.4666 1.92932 0.360421 1.08559 1.38519 1.25344 0.244668 0.739583 0.863467 1.32975 1.047 0.338458 0.600203 0.451613 0.195268 1.56889
internal_count=3121 2537 584 2331 2134 1825 598 309 262 113 206 1227 1213 465 258 413 96 149 207 194 104 89 120 242 150 70 117 62 69 317
is_linear=0
shrinkage=0.00119516


Tree=485
num_leaves=31
num_cat=0
split_feature=31 1425 4 480 133 52 3 1374 482 42 123 1365 13 13 133 3 160 159 2 33 1374 4 132 13 403 0 49 42 15 1
split_gain=0.0439013 0.0410034 0.0536929 0.0456053 0.0441448 0.0482863 0.0464023 0.0458997 0.0461787 0.0448248 0.0573936 0.0635308 0.0500699 0.0739187 0.0721242 0.0529003 0.05872 0.0523792 0.0724441 0.0543469 0.0504214 0.0542365 0.0458722 0.0647963 0.0605345 0.0397556 0.0424267 0.0927779 0.088499 0.0443486
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.50500500000000004 0.084710000000000021 -0.25159999999999993 -0.52017999999999986 -0.52915999999999996 0.093235000000000012 0.092250000000000013 -0.0060199999999999993 0.08592000000000001 1.0000000180025095e-35 -0.53104499999999988 -0.47860499999999995 0.095000000000000015 -0.15447499999999995 -0.40698999999999991 0.091530000000000014 0.10912000000000001 -1.0000000180025095e-35 -0.094929999999999987 -0.49013999999999996 0.081465000000000024 0.24813000000000004 -1.0000000180025095e-35 0.051010000000000007 -0.088694999999999982 0.088200000000000014 0.091650000000000023 0.10124500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 -2 8 9 22 11 12 -11 -14 15 -15 -17 19 -19 -18 -21 -22 23 -7 -24 26 27 29 -28 -23
right_child=1 -3 -4 -5 5 7 -8 -9 -10 10 -12 -13 13 14 -16 16 17 18 -20 20 21 25 24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0035627378342667658 0.0035845705348405742 -0.0035947552110986501 0.0021350805774857733 -0.0034866457334419916 -0.0035439048011507027 -0.0031322444871966695 -0.00355195453723446 -0.0029209429236416455 -0.0034601240096519439 -0.0023248601977182313 0.0034512948451307867 -0.0031920833207034717 0.0035723713428171375 0.0024136543065274812 -0.0023767042457408503 -0.0035548871357403977 -0.0033008142760265501 -0.0035559445060071673 0.0020848947649710512 -0.0010269783211422259 -0.0032595779663811605 -0.0031453475915977883 -0.0035441141275307292 -8.806560903630017e-05 0.0021977251449703055 0.0035034817918822838 0.0014572056300041943 0.0030203905914917401 -0.0025349412650275092 0.00037541489881254416
leaf_weight=0.040572067700850645 0.013294991105794907 0.042367607722553546 0.12989855680643803 0.051444831067783414 0.048896263817370555 0.16664509672046213 0.079659636858197991 0.065881605907634255 0.045796469152264652 0.086267978535037648 0.070784434603410662 0.066335255916783242 0.089332273979384591 0.15773454535520182 0.11979555705238443 0.04861466575403639 0.044530076062080481 0.089705787853745167 0.0417087757941772 0.19510747131426542 0.038335905177523055 0.11176624241489275 0.029594986741358298 0.18396128098174813 0.1024310957036505 0.075278746546246 0.98117832399289084 0.07075308752246201 0.074729546638081956 0.074603710148949176
leaf_count=86 1 78 150 216 156 434 174 39 85 12 72 50 20 63 236 117 22 99 35 45 15 37 83 74 54 13 525 16 93 21
internal_value=0 -0.000137659 -9.39897e-05 -0.000183797 -0.000130242 -5.77742e-05 -0.00253124 -1.53342e-06 6.33354e-05 0.000118612 0.000313637 0.000219758 0.000318184 0.000421208 0.000288665 0.000447993 0.000280062 0.000383769 -0.00176564 0.000553286 0.000659112 0.000889701 -0.000865973 -0.00153498 0.000910634 0.00100428 0.000860992 -0.000427167 0.00117467 -0.00173599
internal_weight=0 3.39643 3.35407 3.22417 3.17272 3.07977 0.0929546 3.03087 2.96499 2.91919 2.43656 2.36578 2.29944 2.21317 2.12384 2.00405 1.84631 1.7977 0.131415 1.66628 1.62175 1.42665 0.482632 0.350606 0.132026 1.38831 1.31303 0.257123 1.05591 0.18637
internal_count=3121 3035 2957 2807 2591 2416 175 2260 2221 2136 1491 1419 1369 1357 1337 1101 1038 921 134 787 765 720 645 508 137 705 692 74 618 58
is_linear=0
shrinkage=0.00353626


Tree=486
num_leaves=31
num_cat=0
split_feature=39 42 2 123 1456 133 151 1348 14 130 15 474 11 3 15 1213 50 1374 150 160 38 1456 156 4 13 456 0 1374 3 150
split_gain=0.039736 0.0440385 0.0509135 0.0430195 0.0490105 0.0483204 0.045208 0.0513663 0.0493346 0.0406393 0.0428304 0.0594706 0.0501284 0.0467204 0.0604497 0.0497828 0.0456783 0.0431223 0.0550824 0.0877376 0.0509584 0.0481856 0.0493195 0.0514556 0.0525689 0.0590538 0.0638142 0.0498079 0.0674802 0.0560087
threshold=0.16946000000000003 -0.26584999999999998 0.17025000000000004 1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 -0.40381499999999992 0.090205000000000021 0.078320000000000015 1.0000000180025095e-35 -0.24436499999999997 -1.0000000180025095e-35 0.087925000000000017 -0.12018999999999998 -1.0000000180025095e-35 -1.0000000180025095e-35 0.12679500000000002 0.093235000000000012 -0.22665999999999997 -0.091944999999999985 1.0000000180025095e-35 -1.0000000180025095e-35 0.091255000000000017 -0.51843499999999987 -0.23438999999999996 0.090775000000000008 -0.053834999999999994 -0.094929999999999987 0.090900000000000009 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 -1 3 4 6 -5 -3 8 9 10 11 -8 13 14 -12 -15 -13 18 -17 -20 21 -21 23 -23 -25 26 27 -26 29 -29
right_child=-2 2 -4 5 -6 -7 7 -9 -10 -11 12 16 -14 15 -16 17 -18 -19 19 20 -22 22 -24 24 25 -27 -28 28 -30 -31
leaf_value=-0.0037975774786096991 0.0038058897629320971 -0.0033494772408334179 0.0037712210805221722 -0.0020301565487832428 -0.0037814576597360351 0.0019971077438250846 -0.0038662995296711512 0.0035058625563570084 -0.0036332744036829752 -0.0029366866981635356 0.0033999925464161186 0.0035063157830045027 -0.0038017559432719731 -0.0037793724718081546 0.00014989368441116921 0.0034484405958062092 -0.0022850002102666801 -0.0037915316491656951 -0.0035189720286050788 -0.0037856612918830954 -0.0034337264589296749 -0.0038184092695579619 -0.0028073576778686379 0.0022906328750791865 -0.0012975863570293133 -0.0037974090938824923 -0.0022743859477519016 0.00075269501433737217 0.0030708933209364696 -0.0034114534226467688
leaf_weight=0.046242292672105445 0.03675328027748026 0.064071358840012915 0.047970400992198736 0.051990061823744327 0.05599382540458453 0.23103290795006604 0.023240227252244949 0.053897594967565854 0.058844150273216544 0.071948231960050069 0.11300596156797837 0.12708391674096109 0.053569483065075363 0.058592421206418055 0.29258129268783184 0.058525020373059067 0.022896034322911873 0.047635294125939143 0.11117702088995907 0.044777497126238353 0.061252290084666927 0.041260815687567898 0.074648390094807948 0.19272022625955632 0.16145973780294742 0.051189148522098438 0.11941951315016952 0.68401929179526433 0.17668788699666038 0.049329619927448221
leaf_count=18 23 58 54 30 267 213 1 30 69 361 39 122 64 355 89 8 9 30 227 143 16 13 104 56 24 29 47 562 29 31
internal_value=0 -0.000140676 -8.78443e-05 -0.00014656 -0.00028501 0.00125732 -0.000215433 -0.000142408 -0.000215346 -0.000139076 -6.06057e-05 0.00175167 -0.000191853 -0.000109151 0.00105545 -0.000353548 0.00262221 -0.000246442 -0.000153984 -0.000273237 -5.54324e-05 7.42615e-05 0.000185717 0.000337082 0.00045658 0.000172016 0.000342634 0.000634303 0.000977061 0.000472588
internal_weight=0 3.24706 3.20082 3.15285 2.86983 0.283023 2.81383 2.74976 2.69586 2.63702 2.56507 0.17322 2.39185 2.33828 0.405587 1.93269 0.14998 1.8741 1.82647 1.76794 1.65676 1.59551 1.55073 1.47609 1.43483 1.24211 1.19092 1.0715 0.910037 0.733349
internal_count=3121 3098 3080 3026 2783 243 2516 2458 2428 2359 1998 132 1866 1802 128 1674 131 1319 1289 1281 1054 1038 895 791 778 722 693 646 622 593
is_linear=0
shrinkage=0.00377425


Tree=487
num_leaves=31
num_cat=0
split_feature=1 51 150 150 0 0 4 42 16 159 52 0 0 0 49 47 133 15 9 1 48 47 52 51 43 51 160 160 1 12
split_gain=0.040946 0.0560324 0.0533364 0.060273 0.0469937 0.0612306 0.0529662 0.0683072 0.061476 0.0546834 0.0607572 0.0463724 0.0634245 0.0715478 0.0447778 0.0487946 0.0437258 0.0435311 0.0392929 0.0520517 0.0383209 0.043137 0.060808 0.0463386 0.038616 0.0362144 0.0338342 0.031936 0.0290335 0.0317847
threshold=0.094385000000000011 0.08955500000000001 0.076925000000000007 0.15024000000000001 -0.23051499999999997 -0.077999999999999986 -0.49405499999999997 0.091735000000000025 0.38525000000000004 0.092630000000000018 0.11434500000000002 -0.082974999999999979 -0.084269999999999984 -0.098289999999999975 -0.088694999999999982 0.079365000000000005 -0.088004999999999986 0.083935000000000023 -1.0000000180025095e-35 0.10752500000000002 -0.065739999999999979 0.13148500000000005 0.12603000000000003 -0.43017499999999992 -0.040344999999999992 0.13640000000000002 -0.55323499999999981 0.085045000000000023 0.13210500000000003 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 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 18 -4 -1 11 8 9 -7 10 -8 12 13 14 -6 16 -16 -14 -2 27 -21 23 -23 -22 -25 28 -3 -20 29 -26
right_child=2 26 3 -5 5 6 7 -9 -10 -11 -12 -13 17 -15 15 -17 -18 -19 19 20 21 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.0024810967068982126 0.0034800481433891572 0.0033244202561710503 0.0022181310832165087 -0.0012197806931830155 -0.0030759439242354237 -0.0034706179781612396 0.0023422566616810915 -0.0034788835089394668 0.0011022357397845615 -0.0013131477154218767 -0.0018909061033444228 -0.0034455968307705769 -0.0034438510275872636 -0.0034464494692161476 -0.0034461460846790114 -0.0034594658573373965 0.000710304868883881 0.0029066320776632124 -0.001816140352427851 -0.0029348450802672375 -0.0034561324305315802 -0.0024659584740718281 0.0015479146247710887 0.0021936597544118847 -0.0019947038392418162 -0.0026198705948723717 -0.0028770659527128399 0.0016199458000490672 0.0034245556373510701 0.0010580635782760641
leaf_weight=0.07084179695448245 0.036390093218869768 0.0112300539331045 0.28252515729400318 0.076790787454228848 0.070273380373691907 0.079191808665200369 0.33510582014332657 0.038458216598883155 0.062108319078106433 0.078851739872334292 0.045607986790855648 0.084451155064925842 0.015247209454173571 0.12736002429755899 0.033012864250849816 0.045412566061713733 0.32484623765594711 0.078993150901624176 0.25847104997046677 0.041152154386508988 0.02698515359952558 0.11807271224097349 0.071900728689797688 0.24064015760450252 0.053234590821375383 0.041930674036848359 0.14377832253376244 0.036556026137986919 0.042582052141369786 0.16725765784940538
leaf_count=24 57 3 219 10 30 56 187 194 7 32 41 385 50 650 61 27 141 63 229 10 25 31 22 137 19 14 227 26 67 77
internal_value=0 -0.000458871 0.000327991 0.0014834 -0.000254007 -0.000390562 0.000398767 0.000926317 -0.00146063 0.00129496 0.00183514 -0.00103787 -0.000745358 -0.00115697 -0.00054121 -9.95123e-05 0.000326868 0.00187918 -3.77308e-05 -0.000154235 0.000299507 0.000474041 -0.000946797 0.000945413 0.00116309 0.000350006 -0.00242778 -0.00139038 0.000823367 0.000321018
internal_weight=0 1.64477 1.49449 0.359316 1.48976 1.41892 0.639324 0.498024 0.1413 0.459566 0.380714 0.779597 0.695145 0.600905 0.473545 0.403272 0.357859 0.0942404 1.13517 1.09878 0.803756 0.762604 0.189973 0.57263 0.545645 0.305005 0.155008 0.295027 0.263074 0.220492
internal_count=3121 2178 943 229 1948 1924 517 454 63 260 228 1407 1022 909 259 229 202 113 714 657 402 392 53 339 314 177 230 255 163 96
is_linear=0
shrinkage=0.00344095


Tree=488
num_leaves=31
num_cat=0
split_feature=147 1 1374 1374 0 4 43 52 1446 12 40 1 133 15 13 52 2 14 47 4 150 151 4 151 133 151 52 3 3 2
split_gain=0.0372416 0.0408189 0.0514471 0.0560553 0.0485306 0.049635 0.0628646 0.0476477 0.046936 0.0485316 0.0586814 0.0455459 0.0480937 0.0791568 0.0483364 0.0436432 0.0421958 0.041015 0.0471309 0.0406607 0.0594096 0.0404992 0.0428698 0.0371297 0.0390489 0.0364092 0.035106 0.0339242 0.0500892 0.0441254
threshold=-1.0000000180025095e-35 0.094385000000000011 -0.094929999999999987 -1.0000000180025095e-35 -0.060129999999999996 -0.49405499999999997 -0.52440999999999993 -0.43320999999999993 0.091555000000000011 -0.064509999999999984 0.57330500000000006 1.0000000180025095e-35 0.083950000000000011 0.083935000000000023 -0.076599999999999988 0.11434500000000002 1.0000000180025095e-35 0.062655000000000016 1.0000000180025095e-35 0.0061450000000000003 0.087170000000000011 -0.086654999999999982 -0.012509999999999999 -0.40381499999999992 -0.25159999999999993 -0.10007499999999998 0.091275000000000009 0.16158000000000003 0.12178000000000001 0.090790000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 11 6 -6 -3 9 10 -9 12 16 -14 -15 26 -5 18 19 20 21 -13 -23 -11 -25 -26 -7 28 29 -27
right_child=1 7 3 4 5 15 -8 8 -10 23 -12 17 13 14 -16 -17 -18 -19 -20 -21 -22 22 -24 24 25 27 -28 -29 -30 -31
leaf_value=-0.0031992907492903538 -0.0033865115211138908 -0.0033580302293913819 0.0031903378009643284 0.0028498418694171421 0.0019023258333173856 0.00083019928745110816 -0.0026717022080140406 0.0027300440437238354 -0.0032221321533055704 -0.0029830189727989538 -0.0033891602049396464 0.0032219299438993386 -0.0028390709721633472 0.0025478280121361777 -0.0033554684550552846 -0.0019056522504647918 -0.0031540275321663919 -0.003361798315081405 -0.0028148358630865821 0.0026417043102028087 -0.0033748296925914388 0.00071345456734512723 -0.0032050975332278118 -0.0030415861644925895 0.0033683758594389266 -8.9051366073574609e-05 0.0033305284707654719 0.0024645904795084434 -0.0013097615338231801 0.0015599563302639184
leaf_weight=0.042334612535342209 0.062523832286388248 0.037295264253771054 0.050371072982671072 0.014034737832844368 0.049328887485899031 0.26230645571104028 0.10669908329145983 0.17697433838111454 0.037391208381450158 0.036998917843447665 0.019536049570888281 0.053352616087067872 0.087213451219213312 0.086036285610134655 0.019012829257007979 0.050433410888217622 0.20657627087348374 0.041587018635254935 0.053757966563352966 0.081067464765510522 0.049795696613728069 0.15651366612655693 0.039192544405523222 0.035221431589888774 0.048897458618739065 0.4247015795390332 0.082988827522058273 0.082745612213329878 0.18989472629618831 0.31902364914640202
leaf_count=22 38 118 9 2 8 112 73 272 29 18 3 13 409 85 126 32 779 77 77 18 30 228 26 27 21 190 22 76 28 153
internal_value=0 -3.42891e-05 -0.000408962 -0.000284039 -0.000405581 0.00037485 -0.0012256 0.000378714 0.000480336 0.000584114 0.0021217 -0.000890424 -0.00170451 -0.000479534 0.00147939 0.00100588 -0.00277208 -0.000183213 0.000121593 0.00053709 -3.38096e-05 0.000634179 -7.12831e-05 0.000318482 0.00042948 0.000544246 0.00143113 0.000408377 0.000226137 0.000618296
internal_weight=0 2.96147 1.55279 1.49027 1.4399 0.551757 0.156028 1.40868 1.37138 1.33399 0.19651 0.888141 0.412874 0.192263 0.105049 0.395729 0.220611 0.475267 0.43368 0.379922 0.298855 0.249059 0.195706 1.13748 1.10048 1.06526 0.345295 1.01637 0.93362 0.743725
internal_count=3121 3099 2164 2126 2117 247 81 935 817 788 275 1870 1401 620 211 166 781 469 392 315 297 267 254 513 495 468 134 447 371 343
is_linear=0
shrinkage=0.00335062


Tree=489
num_leaves=31
num_cat=0
split_feature=39 42 2 376 453 1348 14 484 1 42 0 52 42 43 151 48 43 48 2 52 150 1429 403 132 160 131 42 15 1 16
split_gain=0.0354595 0.039537 0.0430667 0.0374568 0.036324 0.0440194 0.0547366 0.0392548 0.0414883 0.0781021 0.056798 0.0652661 0.0742294 0.0599972 0.0558864 0.0627311 0.0522506 0.0690541 0.0443532 0.0386011 0.0370576 0.035623 0.0427963 0.0519421 0.0561109 0.0410371 0.0341018 0.0449642 0.0326411 0.0337647
threshold=0.16946000000000003 -0.26584999999999998 0.17025000000000004 0.088470000000000007 0.10218000000000001 0.090205000000000021 0.078320000000000015 -0.0068949999999999992 1.0000000180025095e-35 -1.0000000180025095e-35 -0.084044999999999995 0.11434500000000002 0.084145000000000011 0.15359500000000004 -0.082774999999999987 0.11951500000000001 -0.50216499999999986 0.091545000000000015 1.0000000180025095e-35 -0.43320999999999993 0.097210000000000005 0.084690000000000015 -1.0000000180025095e-35 0.080640000000000017 -0.080409999999999995 0.087205000000000019 -0.11051499999999999 -0.24436499999999997 0.081670000000000006 -0.072804999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 20 9 -9 13 12 -12 18 15 -10 -14 -18 -11 -16 -3 22 -21 24 -24 26 -26 -28 -29 -30
right_child=-2 2 -4 -5 -6 -7 -8 8 14 10 11 -13 16 -15 19 -17 17 -19 -20 21 -22 -23 23 -25 25 -27 27 28 29 -31
leaf_value=-0.0031707193629811952 0.0031789633246500412 -0.0024697066049097619 0.0031485498794238437 0.0020422534691259923 -0.0028701719219466982 0.0029606350201880978 -0.002948895440593742 -0.0031627661689067519 0.00236408730765157 0.0031918317948422198 0.0019844835952462212 -0.0031858510478740719 0.0019333784537812707 0.0013153695302385393 -0.0031595137640090458 -0.0022479654276977008 -0.0031743505126145132 0.0022212521804708925 -0.0031663180070620345 -0.0025321297821911471 0.0014332655711686395 0.0026166565846143077 -0.0017924322939704472 0.002546295376236431 -0.0031784051231723387 0.0021622445622557621 0.0024800527068119292 0.002623896180376947 0.00023837341617206415 -0.0012083338994744012
leaf_weight=0.041329447674798625 0.032998551370837848 0.11847026695795992 0.040898352408475946 0.078039216616161755 0.048788178144604788 0.045213512661575694 0.069002980899313004 0.10318776815620734 0.20266275705580472 0.011874507181349192 0.23043989453071145 0.045310581404010009 0.051940840668976307 0.051233002697699703 0.036534255557853501 0.034289231160073541 0.094389132640571916 0.031446149054318084 0.13438029331700818 0.062193337886128464 0.030398980597965419 0.054763964402809395 0.15467988169075342 0.083754503826639737 0.031688109367677852 0.10029756212679786 0.075293230698661673 0.042230530758389784 0.49869267962094399 0.23651276347482109
leaf_count=18 23 459 54 57 16 32 84 559 139 1 40 88 5 26 126 14 203 10 342 174 12 33 129 62 11 58 76 8 166 96
internal_value=0 -0.000108918 -6.37015e-05 -0.000111341 -0.000174059 -0.000124062 -0.000178001 -0.000102028 -3.27412e-06 -0.00061384 -0.000209827 0.000404824 0.000803376 -0.00162136 0.000282108 0.00169668 -0.000727618 -0.00182599 -0.0026501 3.8627e-05 -0.00167272 0.000125815 1.96893e-05 0.000149441 -2.67463e-05 0.000250609 3.38197e-05 0.000153189 -7.21639e-05 -0.000227027
internal_weight=0 2.83994 2.79861 2.75771 2.67967 2.63088 2.58567 2.51666 2.36779 0.754202 0.651014 0.453527 0.408216 0.197488 1.61359 0.236952 0.177776 0.125835 0.146255 1.37664 0.148869 1.34011 1.28534 1.22315 1.13939 0.984715 0.884417 0.852729 0.777436 0.735205
internal_count=3121 3098 3080 3026 2969 2953 2921 2837 2366 1274 715 346 258 369 1092 153 218 213 343 939 471 813 780 606 544 415 357 346 270 262
is_linear=0
shrinkage=0.00315347


Tree=490
num_leaves=31
num_cat=0
split_feature=1 52 0 1 4 52 47 12 14 16 2 160 159 403 9 2 16 1 133 15 13 2 2 42 43 1 16 0 15 15
split_gain=0.216159 0.16313 0.16896 0.177507 0.155855 0.204083 0.152699 0.185338 0.146847 0.146604 0.143266 0.164599 0.138237 0.134144 0.13476 0.147952 0.129505 0.143008 0.129196 0.242336 0.184827 0.115637 0.109367 0.114942 0.107906 0.0827514 0.102309 0.159694 0.0985187 0.0815059
threshold=0.10060500000000001 0.11434500000000002 -0.060129999999999996 1.0000000180025095e-35 -0.49405499999999997 0.10347000000000002 0.087885000000000019 -1.0000000180025095e-35 0.062655000000000016 -0.072804999999999981 1.0000000180025095e-35 0.086870000000000017 0.092630000000000018 0.03138500000000001 -0.036024999999999995 -0.13033999999999998 -0.008904999999999998 0.111945 0.083950000000000011 0.083935000000000023 -0.075129999999999988 1.0000000180025095e-35 0.10731 0.090990000000000015 -0.20207499999999998 0.10781 -0.061854999999999993 -0.10836499999999999 -0.055554999999999993 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 18 5 -4 7 -2 10 -9 13 -12 22 14 -5 -16 -11 29 21 -20 -21 -1 -6 -24 -3 -8 27 -27 -28 -18
right_child=6 24 4 8 12 -7 25 9 -10 16 11 -13 -14 -15 15 -17 17 -19 19 20 -22 -23 23 -25 -26 26 28 -29 -30 -31
leaf_value=0.0014242950522593901 0.0012166689199534636 0.00036705120584386406 -0.0013804654153803562 0.0014363203563257632 0.0010501901416758986 0.00073479913758087081 -0.00099542145286303659 0.0006441325139475185 -0.0013966484879943954 -0.0010580856503205319 0.00069137958440521649 -0.00036181980625692216 -0.00051995299624780166 0.00041099645356863491 0.001127781044888111 -0.0013601746155084676 6.2734514278465611e-05 0.00072925283812536881 -0.0011825231870550774 0.0011531396987575274 -0.0013839753922134761 -0.0013000337669748601 0.00069482611307293335 -0.0014243696880367196 -0.0012838383410991383 -0.00019359858967661034 -0.0012465853747452814 0.001221128120924537 3.3362268055968335e-05 -0.0012243346867763475
leaf_weight=0.031053341925144418 0.42507367693178855 0.091171877487795427 0.22106666270701669 0.043997866028803512 0.60553956206422277 0.14260816387832165 0.20599668365321111 0.79711606635828536 0.15438984634238284 0.22939332001260515 0.74715632409788646 0.45301790570374578 0.20186383638065308 0.22349008578748908 0.051012867828831077 0.4148511885723567 0.22793706339143638 0.37555813658400439 0.29633827050565742 0.23565786375547759 0.071015994690242223 0.63752730668056756 0.12775560285081156 0.078548954916186631 0.43077066005207587 0.43490489292889833 0.20833356451475982 0.23282263838336792 0.25318869896000251 0.15855966808157973
leaf_count=1 236 23 82 4 44 5 32 173 66 22 72 27 27 48 8 297 76 55 378 43 101 696 32 42 339 43 65 36 24 24
internal_value=0 -0.000263995 -0.000183397 -0.000350112 0.000223228 -0.000551005 0.000176322 0.000398417 -0.000102811 0.00020395 5.005e-07 0.000293839 0.00050099 -0.000479565 -0.000869929 -0.00108774 -0.000149954 0.000123411 -0.000756172 -0.000293468 0.000565624 -0.0011735 0.000754845 -0.000112042 -0.000995464 -0.000191877 -4.5295e-05 0.000299687 -0.000544413 -0.000465284
internal_weight=0 5.25883 4.73689 3.35951 1.37738 0.363675 3.54888 2.21364 2.08792 1.78856 1.93353 1.20017 1.01371 0.733352 0.509862 0.465864 0.991448 0.762055 1.27159 0.603012 0.306674 0.668581 0.811844 0.206305 0.521943 1.33525 1.12925 0.667728 0.461522 0.386497
internal_count=3121 2335 1973 1741 232 87 786 586 522 350 456 99 145 357 309 305 177 155 1219 522 144 697 118 74 362 200 168 79 89 100
is_linear=0
shrinkage=0.0013786


Tree=491
num_leaves=31
num_cat=0
split_feature=138 31 2 1375 123 1447 403 160 4 2 1374 453 475 15 1456 15 0 0 43 133 1 43 160 13 51 15 11 151 1 42
split_gain=0.0342844 0.0349746 0.0389732 0.0442339 0.0406123 0.0475716 0.0403201 0.0388908 0.0365594 0.0635229 0.0381968 0.0379491 0.0349964 0.0335045 0.0331873 0.032677 0.0466873 0.071274 0.0428266 0.0484026 0.0323345 0.0383774 0.0319404 0.0316469 0.0356516 0.0442073 0.0333313 0.0381308 0.0421956 0.070243
threshold=1.0000000180025095e-35 -1.0000000180025095e-35 0.088850000000000012 -1.0000000180025095e-35 0.088610000000000008 -1.0000000180025095e-35 -1.0000000180025095e-35 0.092070000000000013 -0.49405499999999997 0.11093500000000002 0.10637000000000001 0.10564500000000002 -0.086424999999999988 0.097485000000000016 -1.0000000180025095e-35 -0.11713499999999999 -0.10607499999999999 -0.08824499999999999 -0.074359999999999996 -0.16927999999999996 0.11230000000000001 -0.088909999999999989 -0.030779999999999998 -0.53104499999999988 -0.076794999999999988 -0.016799999999999995 0.089270000000000002 0.057610000000000008 0.093575000000000019 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 12 15 9 -7 11 13 -5 14 -10 20 22 -18 -19 -20 -8 -22 -17 -16 25 -25 27 28 29 -26
right_child=-2 2 4 6 -6 8 7 -9 10 -11 -12 -13 -14 -15 23 16 17 18 19 -21 21 -23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=0.003266127687084462 0.0032646564202235182 -0.0032601618926742099 -0.0030842536904730745 0.0030715611625725088 0.0023116265139960079 -0.0032682226381747803 -0.0031023213023822519 -0.0031416721417423491 -0.003255226566096934 0.0020655482267345972 -0.0032613926124802134 -0.0028217772203266251 -0.0030945078902166663 -0.00099800284117147319 -0.0016614894734457313 -0.00050049825467640165 -0.0030592251259812702 0.0010105666344897906 0.0017362658338902991 -0.0024981601173030793 -0.0027190209376303526 0.0025839964032630443 0.0020919722877242091 -0.0019415694930378711 -0.0032503466389056318 0.0013732983081893629 -0.0019740183522695522 -0.00029412494911001507 0.0023559297603533615 0.0012255574010901146
leaf_weight=0.031909273431666274 0.03203729513552378 0.063776517616133788 0.049788081761108383 0.010867672623135149 0.087098458014224778 0.077650586466916471 0.069182179577182978 0.04640306145483919 0.022819515809715862 0.033693926510750316 0.03144425863320055 0.038530260935658478 0.089134547110006679 0.15125484533018596 0.057175800830009282 0.070575521829596255 0.087423667393522919 0.24208632045338163 0.04017245526665647 0.097009255178818643 0.026248629648762289 0.031711621126305545 0.17165058352111373 0.10032454489555676 0.04052148726896132 0.073249615308668581 0.03681794396834448 0.15545737432694295 0.32582825147255789 0.41267998239891057
leaf_count=86 23 72 109 4 101 87 62 71 73 17 17 13 520 178 13 25 169 233 44 215 5 36 41 131 200 39 25 48 213 251
internal_value=0 -0.00011053 -0.000149846 -0.000642145 0.000154146 3.72288e-05 -0.000472197 -0.000250968 0.000137016 -0.00165417 0.00027493 0.000353534 -0.00242441 0.000442439 0.000620314 -9.05279e-05 0.000181074 -0.000418689 0.000189971 -0.00125815 -0.00160492 0.000182403 0.00133662 0.000693886 0.000811514 -0.00054267 0.00105351 0.00117279 0.00146552 0.000825359
internal_weight=0 2.77249 2.74058 1.04624 1.69433 1.60724 0.982466 0.882463 1.55745 0.111345 1.4461 1.41466 0.100002 1.37613 1.22487 0.83606 0.708918 0.466692 0.379268 0.137182 0.127142 0.0579603 0.242226 1.20206 1.14488 0.173574 0.971305 0.934487 0.77903 0.453201
internal_count=3121 3098 3012 1497 1515 1414 1425 901 1305 104 1201 1184 524 1171 993 830 727 661 492 259 103 41 66 920 907 170 737 712 664 451
is_linear=0
shrinkage=0.00324402


Tree=492
num_leaves=31
num_cat=0
split_feature=1 0 1 2 1374 16 1429 4 132 150 4 52 150 39 16 48 150 484 159 2 3 1 16 3 15 133 133 159 51 484
split_gain=0.206905 0.167913 0.14079 0.129364 0.115615 0.166843 0.157054 0.110575 0.120583 0.109031 0.108561 0.137992 0.104926 0.104691 0.161449 0.121523 0.103565 0.103319 0.101608 0.174117 0.167156 0.09761 0.0893036 0.0873345 0.0906749 0.141849 0.16265 0.0804147 0.0767531 0.0731669
threshold=0.094385000000000011 -0.060129999999999996 1.0000000180025095e-35 0.14753000000000002 -0.094929999999999987 -0.087989999999999985 0.084690000000000015 0.076415000000000025 0.082230000000000011 0.080470000000000014 -0.49405499999999997 0.10347000000000002 0.15024000000000001 0.16946000000000003 0.071345000000000006 0.14174500000000004 0.083095000000000016 -1.0000000180025095e-35 0.092630000000000018 0.10731 -0.116045 0.13146500000000003 -0.088394999999999987 0.11296500000000002 0.083935000000000023 0.083950000000000011 0.091935000000000003 0.086110000000000006 0.081440000000000026 0.097530000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -4 16 7 8 -7 13 11 -3 -11 14 15 17 22 -2 19 -12 -21 27 28 24 -1 -26 -27 -19 -6 -29
right_child=3 10 4 -5 5 6 -8 -9 -10 12 18 -13 -14 -15 -16 -17 -18 21 -20 20 -22 -23 -24 -25 25 26 -28 29 -30 -31
leaf_value=-0.0014623228271610121 -0.0009280566496880975 -0.0014767323402799725 -0.0014890110798264427 0.0011981441004010071 -0.0014641583526592398 -0.0011747004999283115 0.0011450203735671462 0.0014841334250531796 0.00069743599196135468 0.00082904128237070091 0.0010872831731198259 0.00031733680995850379 -0.00055531285462047115 0.0015042188778790538 -0.00080940624642092493 -0.0012851501819853147 0.0011779022672719845 2.7180305768535929e-05 -0.00060614439759562914 0.00083079999725920047 -0.0014801842721672235 0.0013217158989260582 0.0015529952330377128 0.00012055788811347899 -0.0014628641564904566 0.0011501080557221356 -0.0014607681129888107 0.0013456087680604812 0.00021247420566896351 -0.00027603379016308369
leaf_weight=0.53271307667819268 0.15972757637792012 0.17593869259872008 0.13674182473914687 0.25233889778610308 0.096766391565324739 0.55225165229785478 0.10441442648880184 0.043102458119392395 0.084156271739630029 0.66499354389088683 0.53179644956253447 0.18850190342345741 0.14082692516967654 0.091785092372447141 0.51415907686168782 0.12557048560120154 0.26744603295810521 1.3019488319987429 0.17990999290486798 0.12930579204112291 0.13664033944223775 0.17703514067397907 0.058033090084791072 0.15350748412311077 0.19512063606089214 0.14503387044533156 0.077824303712986875 0.20486468444869377 0.14450056009809487 0.082979423459619284
leaf_count=784 61 64 12 112 74 319 14 3 18 184 41 18 7 8 188 15 20 210 28 5 92 88 1 9 434 21 189 65 32 5
internal_value=0 -0.000288383 -0.000504996 0.000191019 -0.000212415 -8.31724e-05 -0.000518558 -0.000774185 -0.000927136 0.000117652 0.000129902 -0.000548775 0.000587109 -2.46689e-05 -7.93507e-05 0.000103564 0.000519054 0.000194079 0.000382893 0.000605944 -0.00035656 0.000295524 -6.96745e-05 -0.000899118 -0.00106376 -0.000555802 0.000238364 0.00018125 -0.000459983 0.000878123
internal_weight=0 3.93371 2.59161 3.71623 1.48741 1.35067 0.783925 0.67951 0.636408 3.46389 1.34209 0.364441 0.80582 2.65807 2.56629 2.05213 0.566746 1.92656 0.977653 0.797743 0.265946 1.76683 0.2993 1.1042 0.950692 0.417979 0.222858 1.58979 0.241267 0.287844
internal_count=3121 2178 1930 943 493 481 354 340 337 831 248 82 191 640 632 444 127 429 166 138 97 368 107 1437 1428 644 210 280 106 70
is_linear=0
shrinkage=0.00145693


Tree=493
num_leaves=31
num_cat=0
split_feature=12 43 3 50 4 42 1 42 52 0 160 52 2 474 156 15 16 1213 0 41 42 1209 2 52 1 16 16 3 4 13
split_gain=0.353269 0.270229 0.222364 0.193968 0.241751 0.185695 0.174886 0.178398 0.17278 0.149832 0.151118 0.150282 0.14096 0.133488 0.222401 0.133371 0.124042 0.123352 0.122485 0.114323 0.108073 0.107638 0.103329 0.211577 0.207591 0.138347 0.10524 0.101934 0.167347 0.116426
threshold=0.051320000000000005 -0.04890499999999999 0.20828500000000003 0.10647500000000001 0.40473500000000007 -1.0000000180025095e-35 0.13021500000000003 0.091735000000000025 -0.087284999999999988 -0.060129999999999996 -1.0000000180025095e-35 -0.10925999999999998 0.10855000000000002 0.084660000000000027 0.078780000000000003 0.19724500000000003 0.31475000000000003 -1.0000000180025095e-35 0.15398500000000004 0.083035000000000012 -0.095284999999999995 0.086895000000000014 0.11263500000000001 0.10744000000000002 0.094465000000000007 -0.090344999999999995 -0.091354999999999978 -0.078934999999999991 -0.0029599999999999995 -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 2 2 2 2 2 2 2 2 2
left_child=1 20 8 4 5 -2 7 9 12 10 21 -12 -3 14 22 -9 -11 -13 -18 -6 -1 -7 24 -24 25 -10 -26 28 29 -19
right_child=3 2 -4 -5 19 6 -8 15 13 16 11 17 -14 -15 -16 -17 18 27 -20 -21 -22 -23 23 -25 26 -27 -28 -29 -30 -31
leaf_value=-2.9263544723512022e-05 -0.00097644157662258473 -0.0013909888572025469 0.00085891477120973671 -0.0013838122619656036 0.0013835557799286755 -0.0012943083418463189 0.00091688051092131092 -0.0012602487135113468 0.00020310306836116698 0.00059633105652013251 -0.0013812314875150198 -0.0013758783886208157 -4.34384602414451e-05 0.00093232681528697381 -0.0014129360490388184 0.00081028145449489868 -0.0013843625569227398 -0.00074941938681185032 0.00054788306503336702 -0.00024696988787084834 0.00091610380156785965 0.0013506194593072619 -0.0010194858238012916 0.00045908649589011943 0.00022285129986922031 -0.00089300908977130774 0.0012218442417770213 0.00072180434192828011 -0.0010952083494473732 0.00089428908946182514
leaf_weight=0.29019469715422008 0.73601639027765475 0.32988674443913613 0.50242554969736364 0.30782718442787871 0.23573509007110249 0.39621649752371113 0.23877496982458968 0.48593130103836291 0.56663124967599365 0.67794973807758707 0.16467551654204782 0.10714314211509246 0.26290119957411662 0.27358107815962274 0.21516233042348165 0.066680347081273794 0.14042389782844111 0.11767777819477498 0.11047677788883448 0.12350794672966003 1.0619326209707649 0.031289750666473992 0.4247182942344806 0.31971363117918372 0.38309785048477352 0.35175288922619152 0.41303213406354189 0.39058282157929869 0.23179834795882925 0.26214351004455239
leaf_count=35 667 83 125 261 49 358 25 410 39 47 91 128 23 33 28 4 83 41 5 15 257 4 54 27 45 52 20 25 59 28
internal_value=0 0.000181915 4.22741e-06 -0.00032937 -0.000257512 -0.000350869 -0.00021631 -0.000301317 -0.00011706 -0.000152345 -0.000394433 -0.000157432 -0.000793351 1.89433e-05 -7.45025e-05 -0.00101041 0.000291127 2.42332e-05 -0.000533555 0.00082298 0.000713208 -0.00110072 4.26129e-05 -0.000384478 0.000228053 -0.000216722 0.000741129 0.000173916 -0.000175968 0.000385029
internal_weight=0 5.39503 4.0429 4.82485 4.51702 4.15778 3.42176 3.18299 3.54048 2.63038 1.70153 1.27402 0.592788 2.94769 2.67411 0.552612 0.92885 1.10935 0.250901 0.359243 1.35213 0.427506 2.45895 0.744432 1.71451 0.918384 0.79613 1.0022 0.61162 0.379821
internal_count=3121 821 529 2300 2039 1975 1308 1283 404 869 734 372 106 298 265 414 135 281 88 64 292 362 237 81 156 91 65 153 128 69
is_linear=0
shrinkage=0.00137286


Tree=494
num_leaves=31
num_cat=0
split_feature=4 31 39 2 11 48 50 1 39 123 3 0 13 13 49 40 43 43 474 16 4 47 52 151 4 1 2 2 1212 52
split_gain=0.222416 0.193937 0.192624 0.168569 0.203687 0.164927 0.165775 0.156792 0.139521 0.132423 0.135138 0.203188 0.186147 0.182358 0.150301 0.143135 0.122716 0.186389 0.122512 0.11982 0.119528 0.113259 0.111393 0.104355 0.117722 0.152008 0.116068 0.0925926 0.0900255 0.08441
threshold=0.27834500000000006 -1.0000000180025095e-35 0.056590000000000008 0.089885000000000007 1.0000000180025095e-35 0.12230500000000001 0.11875500000000001 0.111945 0.16946000000000003 0.088610000000000008 -0.116045 -0.10096999999999999 -0.090639999999999984 0.14871000000000004 -0.24167999999999998 -0.083709999999999993 -0.074359999999999996 -0.076124999999999984 0.084660000000000027 -0.5335399999999999 -0.15764999999999998 0.14029000000000003 0.10160000000000001 -0.092724999999999988 0.033845000000000007 0.093575000000000019 0.11389000000000002 0.090050000000000005 -0.50120999999999993 -0.091869999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 8 9 6 7 19 16 10 13 14 22 -5 -12 -14 17 20 28 -2 -3 27 -13 -16 25 -25 -27 -17 -18 -22
right_child=2 3 -4 4 -6 -7 -8 -9 -10 -11 11 12 15 -15 23 21 18 -19 -20 -21 29 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.0011717570326934801 0.00069262244985733449 0.0007720127026693733 0.001132322900439611 0.00092263468235615723 -0.00116100864699344 -0.0011402134532757539 -0.0011740645575126962 0.0010575667023435664 0.0011820982111189343 0.00067218884337323366 -0.0011846100225407735 0.00033853694613000937 0.0011604453125145439 -0.00030936552531426114 0.0011654690207316997 0.0004443541953290716 0.00042600869214442133 0.001114349134487481 0.00016453037289545694 -0.00053025017564209897 -0.0010576712091212176 0.00051793141198372623 -0.00066480412678332338 -0.00025008024738840324 -0.00046475951643578408 0.0011742581314270627 3.6867806020479565e-05 -0.0011442040654755911 -0.00094226092511538945 -0.00042399379466296201
leaf_weight=0.10199799838300982 0.16933863595477305 0.092863199417479225 0.2073081996786641 0.28068779339082528 0.32403156477084838 0.16480106837116182 0.11280210921540856 0.25214611430419609 0.057221094728447386 0.21234405646100629 0.1490980191156267 0.33255495381308708 0.043177047860808559 0.36851407011272386 0.099569590878672787 0.051150829982361978 0.066011898656140988 0.1010551379295056 0.15611822989012569 0.28524225938599623 0.36452793136413664 0.063418301404453703 0.26262832191423513 0.5043748934403991 0.57449258185806684 0.26084546049241908 0.21877680704346858 0.99886746161791962 1.8776088222584841 1.1850137036817612
leaf_count=48 37 14 128 27 120 17 11 125 4 50 13 38 12 22 18 7 19 8 46 22 149 6 22 34 99 37 32 650 839 467
internal_value=0 -0.000406886 0.000123438 -0.000425512 -0.00027971 -8.90413e-05 0.000122341 0.000329263 -0.000602867 -0.000215109 -0.000259882 -0.000348021 -0.000627494 0.0002233 -7.71085e-05 -0.00089678 -0.000629443 -0.000403615 -0.000816954 -7.47106e-05 -0.000497014 -0.000976556 -0.000104194 2.24816e-05 -5.05421e-05 0.000191293 0.000655444 -0.00106682 -0.00089579 -0.000573066
internal_weight=0 8.74695 1.19164 8.64495 4.74453 0.98433 0.819529 0.706727 3.90042 4.4205 4.20816 3.55895 1.7518 0.649202 1.80716 1.15661 3.8432 1.74346 2.09974 0.454581 1.6424 1.11344 0.595183 1.65806 1.55849 0.983997 0.479622 1.05002 1.94362 1.54954
internal_count=3121 2781 340 2733 1187 212 195 184 1546 1067 1017 968 735 49 233 675 1542 638 904 59 630 663 60 220 202 103 69 657 858 616
is_linear=0
shrinkage=0.00115159


Tree=495
num_leaves=31
num_cat=0
split_feature=12 1 132 13 133 448 15 47 1 3 1 52 51 50 4 50 0 16 124 43 0 0 133 133 132 4 0 0 52 1
split_gain=0.224493 0.217457 0.156774 0.175276 0.18247 0.178974 0.137299 0.14961 0.20137 0.275827 0.179649 0.14112 0.140151 0.108307 0.150243 0.140418 0.135481 0.135244 0.106153 0.129255 0.0898205 0.144554 0.0911456 0.117841 0.106129 0.0884714 0.0853418 0.0784698 0.073208 0.0698235
threshold=0.084100000000000022 0.13075500000000004 0.081465000000000024 -0.073839999999999975 -0.0061299999999999992 -0.081729999999999983 0.024640000000000006 0.092710000000000015 0.094090000000000021 0.12178000000000001 0.14089500000000002 -0.085984999999999992 0.08955500000000001 0.10647500000000001 0.40473500000000007 0.10030500000000002 -0.060129999999999996 0.26435500000000006 -0.087894999999999987 -0.085474999999999982 -0.10607499999999999 -0.11756999999999999 0.089755000000000015 0.091580000000000009 0.12527000000000002 -0.17966999999999997 -0.12333499999999999 0.15398500000000004 0.094465000000000007 0.11146500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 13 3 4 -1 -6 7 8 11 -10 -9 -5 26 14 15 16 20 -18 -7 -20 21 -2 25 -24 -25 -22 -13 -19 -28 -8
right_child=1 -3 -4 6 5 18 29 10 9 -11 -12 12 -14 -15 -16 -17 17 27 19 -21 22 -23 23 24 -26 -27 28 -29 -30 -31
leaf_value=-0.0012357511427030267 -0.00092079416866617983 0.00078172654354678945 0.00090718681795214822 -0.0013615465450549573 -0.0013795095630048859 -0.00027970410357603537 -0.0013334840486534242 -0.0010071623514425244 0.0010539985719561721 -0.00041997283587537809 0.00046485881505761088 0.00052563024112514255 -0.00095457409707878894 -0.0013552002837604695 0.00063291241162918941 0.00097716721450242508 0.00023874678476374625 -0.0013624682850394633 -0.0010146711755146631 0.0011624557521035992 0.0013792608938842706 0.0004094514805732069 0.00088291133144556013 -0.0013500012269810106 0.00072736966994997154 -0.0012648032618322064 -0.00079276590066845298 3.8088427765484491e-05 0.00042319400585225043 -2.7302603664758365e-05
leaf_weight=0.10055838651169324 0.32680681376950815 0.2839589075592811 0.39378316071815778 0.1709504508471581 0.07180715877620969 0.13416788828908466 0.2397649783961241 0.5097631036187521 0.69959823008684885 0.34263080981327221 0.21292856452055275 0.54968624270986755 0.24626714308396913 0.22123968885716738 0.24418275785865251 0.11700169165851537 0.63689548713591682 0.19584067244431935 0.052971742457884829 0.73279421606275696 0.023573050275446317 0.27045181606081459 0.097201557306107134 0.1907018640631577 0.058131534780841321 0.83409506922180165 0.22487535110849544 0.11503832024754956 0.14921249286271632 0.10732618297333829
leaf_count=53 73 55 105 53 7 22 74 75 173 22 11 44 25 238 38 34 97 128 72 234 1 48 21 323 26 994 41 6 12 16
internal_value=0 -0.000348907 9.24942e-05 2.19132e-05 0.000491844 0.000667015 -0.000126741 -3.70216e-05 0.000125648 0.000569433 -0.000573457 -0.000219265 -5.2371e-05 -0.000445286 -0.000380554 -0.000466909 -0.000528377 -0.000116471 0.00082676 0.00101569 -0.000745147 -0.00031843 -0.000956878 -0.00037379 -0.000864694 -0.00119213 0.000188146 -0.000844203 -0.000307756 -0.000929592
internal_weight=0 3.61512 4.93909 4.5453 1.0923 0.991741 3.453 3.10591 2.38322 1.04223 0.722692 1.34099 1.17004 3.33116 3.10992 2.86574 2.74874 0.947774 0.919934 0.785766 1.80096 0.597259 1.2037 0.346035 0.248833 0.857668 0.923774 0.310879 0.374088 0.347091
internal_count=3121 2082 1039 934 388 335 546 456 370 195 86 175 122 2027 1789 1751 1717 231 328 306 1486 121 1365 370 349 995 97 134 53 90
is_linear=0
shrinkage=0.00134594


Tree=496
num_leaves=31
num_cat=0
split_feature=3 39 124 42 132 1365 1456 38 1 151 4 47 1 159 41 160 155 15 483 49 151 3 1213 457 13 13 403 13 16 4
split_gain=0.0355682 0.0378122 0.0382604 0.0449671 0.048497 0.0474778 0.0434446 0.042441 0.0449674 0.0408763 0.0503636 0.0645067 0.0641299 0.0438159 0.0448448 0.0422841 0.0420433 0.0448187 0.0431868 0.0416018 0.0387428 0.0459347 0.0385209 0.0380526 0.0329378 0.0389612 0.0426076 0.042784 0.0350749 0.0497032
threshold=0.30112000000000005 0.15619500000000003 -0.043384999999999993 -0.11051499999999999 0.081465000000000024 1.0000000180025095e-35 1.0000000180025095e-35 0.095410000000000009 0.098700000000000024 -0.40381499999999992 0.23246000000000003 0.12794000000000003 0.08592000000000001 0.10862000000000001 0.078475000000000017 -0.080409999999999995 0.088610000000000008 0.091650000000000023 0.08833000000000002 -0.10774499999999999 0.15288500000000002 0.12745000000000004 -0.082704999999999987 0.5717850000000001 -0.53104499999999988 -0.47860499999999995 -0.092474999999999988 -0.28558999999999996 -0.008904999999999998 -0.49013999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 -4 6 9 8 -1 -5 13 12 -12 14 16 -14 17 18 19 -11 21 -19 -21 24 -24 -26 -27 -28 -29 -30
right_child=-2 -3 3 5 -6 -7 -8 -9 -10 10 11 -13 15 -15 -16 -17 -18 20 -20 22 -22 -23 23 -25 25 26 27 28 29 -31
leaf_value=9.3216929455219058e-05 0.0015364401240303032 0.0028985721530845375 -0.0028963395654119798 -0.0028860286309667863 0.0024894862927026329 -0.0028886937155637965 -0.0028813342078790271 -0.0028869638971622943 0.0027091711908917792 -0.0021711448310611403 -0.0028950208655986942 -0.0022254109182401065 -0.00073764271117406522 -0.0028950017800170413 -0.0027247405322667604 0.0019424948916941056 -0.0028870561180216444 -0.0028902280660415315 -0.0028876279091486186 -0.0028802888818349769 0.00080157566409574 0.0018495427857183342 -0.0018026215988303099 -0.0028950870853672937 0.0029024860876429529 -0.0028791495225209047 -0.0027825898803294493 0.00021344636886050724 -0.00092660105618632403 0.0016238717763329155
leaf_weight=0.11759407921636134 0.10866962070576835 0.033478875873697578 0.092435968504107069 0.042353965778605285 0.016270518201054074 0.053155017531025694 0.046908835959584283 0.02202041831878887 0.1011496647624881 0.057934383166869163 0.029217163148132275 0.050955137703567743 0.05757047308361507 0.050201092449242313 0.055146101974969386 0.31659152960310166 0.043376276373237377 0.11272846920837754 0.037980800403602077 0.030549231829357981 0.049586468623601831 0.019908244721591473 0.051541704335251626 0.028669944033026584 0.055410206085072411 0.031250418722268969 0.031591016682797401 0.73031366129816999 0.075168106748606078 0.39810504084742204
leaf_count=54 132 25 151 47 16 56 248 24 160 31 31 9 24 88 65 151 168 361 91 193 5 7 5 6 7 199 7 506 37 217
internal_value=0 -0.000140515 -0.000176779 -0.000279699 -0.00209022 -0.00019957 -0.000140087 0.000919661 0.00130286 -8.55113e-05 -3.42479e-05 0.00082435 0.0012096 -0.000244035 -0.000170479 0.00153012 -9.01777e-05 -1.9262e-05 0.000141504 0.00021869 -0.00136779 -0.00217881 0.000315335 0.000384964 0.000453437 0.000541406 0.000438101 0.000522029 0.000608767 0.00121879
internal_weight=0 2.83916 2.80568 2.56492 0.108706 2.45621 2.40306 0.240764 0.218744 2.35615 2.3138 0.454334 0.403379 1.85946 1.80926 0.374162 1.75411 1.71074 1.52851 1.49053 0.182223 0.132637 1.4326 1.40205 1.37338 1.32184 1.26643 1.23518 1.20359 0.473273
internal_count=3121 2989 2964 2726 167 2559 2503 238 214 2255 2208 215 206 1993 1905 175 1840 1672 1299 1208 373 368 1177 984 978 973 966 767 760 254
is_linear=0
shrinkage=0.00287666


Tree=497
num_leaves=31
num_cat=0
split_feature=31 2 160 0 0 0 15 12 1456 160 128 123 2 457 457 15 151 13 13 12 2 1 15 132 148 52 1 2 160 1375
split_gain=0.033394 0.0330272 0.0422387 0.0485265 0.0422655 0.0574334 0.0441349 0.0399096 0.0397529 0.038878 0.038601 0.0353518 0.0541846 0.0339319 0.047718 0.0329377 0.0380083 0.0416482 0.0414445 0.0511376 0.0364767 0.0430957 0.0342059 0.0564316 0.074504 0.0462006 0.035926 0.0598632 0.0508396 0.0318689
threshold=-1.0000000180025095e-35 0.088850000000000012 0.083670000000000008 1.0000000180025095e-35 -0.10607499999999999 -0.08824499999999999 -0.11713499999999999 0.095330000000000012 -1.0000000180025095e-35 -0.51146999999999987 0.086435000000000012 1.0000000180025095e-35 0.094835000000000017 -0.14941999999999997 -0.068264999999999978 0.097485000000000016 -0.27559499999999998 -0.53104499999999988 -0.091904999999999987 0.092355000000000007 0.090310000000000015 0.11230000000000001 -0.074054999999999996 0.081465000000000024 -1.0000000180025095e-35 -1.0000000180025095e-35 0.094465000000000007 0.092480000000000021 -0.076689999999999994 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 -2 -8 -3 -10 -7 13 -13 -11 -15 16 -16 -18 -19 22 -17 -22 26 24 -24 -26 27 29 -28 -20
right_child=1 8 -4 -5 5 10 7 -9 9 11 -12 12 -14 14 15 20 17 18 19 -21 21 -23 23 -25 25 -27 28 -29 -30 -31
leaf_value=0.0034582655588181886 -0.0020323464987378088 -0.0034451159306881306 -0.0027292780643932034 0.002211631121329835 -0.0032709711354725209 -0.00024007022654907206 0.00021916680174339527 0.0032907388604143271 -0.0034523503836952556 0.0030690858421150752 -0.0034490503173173568 -0.0024040207853309988 0.0025922869827198843 -0.0026519261260059285 -0.0028799240607375047 0.0034052011498813266 -0.002035039929923833 0.0018359630913016732 0.0028692821445164282 -0.0021467923034112261 -0.003456552291472929 0.00088811941129241976 0.0032954606727764475 0.0030369928136338123 -0.0034935342573405043 -0.00044284900156653113 -0.00056317898535092532 -0.0034797439835463177 0.0031550265905260586 -0.00077716684771488053
leaf_weight=0.030947939245379863 0.071211389051313745 0.035282443876895164 0.10008590959296271 0.07807409316956182 0.12211473213119461 0.3874493684852498 0.19103938726038905 0.06757660124276299 0.033011541039741465 0.045143671151890996 0.049937116666114889 0.030859997175866627 0.15069378848056658 0.073486874151967752 0.041018323845491866 0.01647471438627679 0.072680207580560263 0.26435723344547968 0.066225522779859602 0.091565343716865755 0.082577734936421621 0.039988678356166929 0.046104770895908365 0.054945114068686962 0.086739343402768454 0.18045862743565599 0.058869530315860175 0.041926869804228772 0.16509176458203001 0.049367433988663278
leaf_count=86 42 119 127 68 261 804 74 16 58 17 114 13 151 62 36 4 15 153 6 367 139 12 30 18 83 76 25 50 54 41
internal_value=0 -0.000129832 -0.000604836 -0.000385045 -0.000613007 -0.00118799 0.000362372 0.00102177 0.000163798 0.000239072 -0.000606445 0.000312544 0.00174303 0.000136711 4.42598e-05 0.000190119 0.000370752 0.000483909 0.000649493 0.000276672 -0.00139397 -0.00203905 0.000572653 -0.000174172 -0.000737326 -0.00143318 0.00129357 3.65554e-05 0.00217767 0.00131196
internal_weight=0 2.79436 1.06749 0.967403 0.889329 0.559501 0.329827 0.258616 1.72687 1.69159 0.437386 1.65858 0.181554 1.47702 1.43188 1.35839 1.21935 1.17833 1.10565 0.841294 0.139041 0.122566 0.749729 0.368248 0.313303 0.267198 0.381481 0.15752 0.223961 0.115593
internal_count=3121 3035 1506 1379 1311 1179 132 90 1529 1410 918 1352 164 1188 1171 1109 954 918 903 750 155 151 383 207 189 159 176 97 79 47
is_linear=0
shrinkage=0.00343522


Tree=498
num_leaves=31
num_cat=0
split_feature=1 52 52 0 4 1 52 47 12 14 16 2 457 2 1 2 1212 151 402 159 2 13 9 51 2 457 42 457 2 159
split_gain=0.203058 0.16003 0.155955 0.182969 0.206689 0.204708 0.19853 0.133536 0.143838 0.124128 0.119105 0.118233 0.116877 0.114288 0.191117 0.108176 0.10573 0.133112 0.117262 0.097828 0.135866 0.0944517 0.159082 0.0937034 0.0927217 0.125961 0.0899896 0.0884887 0.0840151 0.0821912
threshold=0.10060500000000001 -0.43320999999999993 0.11434500000000002 -0.060129999999999996 -0.49405499999999997 1.0000000180025095e-35 0.10347000000000002 0.088195000000000009 -1.0000000180025095e-35 0.062655000000000016 -0.51370499999999997 0.084055000000000005 0.088350000000000026 0.090545000000000014 0.083835000000000007 0.083995000000000014 -0.47386499999999993 -0.024429999999999997 -0.47520499999999993 0.092630000000000018 0.10882500000000002 -0.17933499999999997 -0.036024999999999995 0.123935 0.13501500000000002 0.045365000000000009 0.090990000000000015 0.091495000000000007 1.0000000180025095e-35 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 6 10 -5 8 -3 13 -1 15 -13 14 -7 28 -16 -18 -19 20 -6 -20 -23 24 25 -10 -22 -14 -12 -9
right_child=1 7 -4 4 19 9 -8 29 23 -11 11 12 27 -15 16 -17 17 18 21 -21 26 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00049943688722017582 -0.0011773972377689069 0.0010092191469198185 -0.00088866999153180515 -0.0011795859819381457 0.00097469380788766118 0.00095285346369967992 0.00064335065393049753 -0.00088068885176529959 2.7066807926548198e-05 -0.0011798935885382301 0.0012040255163768636 -0.0011796002414228063 0.0010339639533345902 0.00044722133847119636 0.0010099094628357736 0.0011989850798534466 0.00016285189099115582 0.00086459519821683369 0.0012070333154996324 -0.00029169059731640022 0.00051671052987661966 0.0012071488436862319 -0.0011340160286954933 -0.00030911817482096629 0.0011526441598460207 0.0009714830508217448 -0.0012139072930044353 -0.00082581996228946468 -0.0011785079824033625 5.396895649599932e-06
leaf_weight=0.10345813905587387 0.1212640098674459 0.39569323437172066 0.45091890438925464 0.23320427299768198 0.5622706214780917 0.17249780855490815 0.12652381416410208 0.16795042430749163 0.84861209831433349 0.13232527008221939 0.026108173653483835 0.74879838017659495 0.061725400388240814 0.54088481754297379 0.071095364517531956 0.068794684011663776 0.31949399536824741 0.057192507665603909 0.028397183865308318 0.16873842991481069 0.096257922326913103 0.042712406488135013 0.59424073294212754 0.35668991383863602 0.17879551960504603 0.25131203987984918 0.072187916819530074 0.0815053372643888 0.091661653597839177 0.99629921780433484
leaf_count=14 97 236 362 82 48 18 5 46 148 66 1 1040 7 49 6 10 63 6 1 27 28 3 310 27 64 44 42 41 106 124
internal_value=0 0.000143813 -0.000232387 -0.000165132 0.000212237 -0.000316419 -0.000538421 0.000193953 0.000375306 -8.40461e-05 -0.000701496 -0.000816688 -0.000994104 -4.65538e-06 -0.000194767 3.15961e-05 -0.000372609 -0.000466935 -0.000745414 0.000512455 0.00069815 -0.000883808 -0.000977024 0.000221928 0.000370059 0.000242848 -0.00022495 -2.43446e-05 -0.000650329 -0.000122427
internal_weight=0 3.31662 4.85099 4.40007 1.25918 3.14089 0.359728 3.19535 2.0311 1.95884 1.18205 1.07859 0.892029 1.82651 1.28563 0.186565 1.11313 1.04204 0.722543 0.899455 0.730716 0.66535 0.636953 1.63541 1.27872 1.09992 0.168446 0.143231 0.11777 1.16425
internal_count=3121 786 2335 1973 232 1741 87 689 519 522 1219 1205 1088 456 407 117 389 383 320 145 118 314 313 283 256 192 70 48 107 170
is_linear=0
shrinkage=0.00117172


Tree=499
num_leaves=31
num_cat=0
split_feature=1 51 50 2 42 42 0 159 131 376 474 43 52 1 2 2 48 51 51 47 128 16 148 4 13 151 48 52 457 0
split_gain=0.196763 0.158649 0.149896 0.131749 0.12003 0.135811 0.144463 0.137825 0.141125 0.122632 0.140435 0.111573 0.116112 0.151049 0.135925 0.123229 0.102261 0.20506 0.133873 0.136317 0.1049 0.107975 0.105054 0.098197 0.112768 0.0861007 0.0907303 0.085044 0.0974235 0.121378
threshold=0.104035 -0.10748999999999999 0.10124500000000002 0.14753000000000002 0.091735000000000025 -1.0000000180025095e-35 0.18019500000000002 0.091530000000000014 0.08956500000000002 0.091135000000000008 0.085860000000000006 -0.12152999999999999 0.10160000000000001 0.10089500000000001 0.089885000000000007 0.086285000000000014 0.12879500000000002 0.12808000000000003 0.13705500000000001 0.087885000000000019 0.086435000000000012 0.071345000000000006 -0.080634999999999984 0.27834500000000006 0.41383500000000001 -0.0096649999999999982 0.092150000000000024 -0.088204999999999992 0.087195000000000009 -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 4 16 5 9 7 8 11 10 -3 -7 14 -14 15 27 18 -18 19 20 21 22 -2 24 -6 26 -16 -13 29 -29
right_child=3 2 -4 -5 23 6 -8 -9 -10 -11 -12 12 13 -15 25 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0012841870131451571 -0.00072698525810275345 -0.00097391962738733778 -0.0012812269819998951 0.0010439333660292431 -0.0011384325770170762 0.00095491259241402586 0.0012973712224503891 -0.0010229179613191026 -0.0012901446635242128 0.0012195402883854692 0.0010800215346963092 -0.0012523622076029415 -0.0011455316934940369 0.0011872806938607841 0.00056069662236869051 -0.0010758202417899786 -0.0012478401533656915 0.00046052492995584543 -0.0012141242697934482 -0.00011617416146291901 -0.00087675614955664996 -0.00020858990409665756 0.00093727666360623357 0.0012036104453265258 0.0013215540393560375 0.00066147307448055962 -0.00071901628243790071 0.0011460879929168243 -0.0010394981467806022 -6.7391413589776419e-05
leaf_weight=0.2250556037397472 0.066338253702271199 0.53163291702367166 0.19458074038993789 0.26413442200282577 0.37819189338915737 0.23881704214727717 0.14377945847809304 0.20486341213836556 0.12043430242920283 0.055519371409900486 0.060393950981961098 0.075864220962104878 0.24094627501472121 0.055666425032541156 0.17861068426282145 0.21021709002525313 0.24466622754698608 0.21510746009880677 0.10195849975571025 0.83194406371330831 0.078544757037889101 0.19922770584526006 0.90175518375326669 0.037998606159817427 0.033008478581905365 0.82402511494001351 0.18246815785823856 0.20880704175215392 0.093187613820191473 0.37629469273087701
leaf_count=216 12 642 271 112 340 28 14 88 41 4 21 35 130 3 33 165 25 28 22 115 8 65 304 11 1 130 17 11 19 210
internal_value=0 -0.000238669 -0.000185737 0.000184456 -0.00013559 -6.1861e-05 4.74532e-05 -1.2248e-05 6.15575e-05 -0.000594294 -0.000764393 0.00012219 4.08889e-05 -0.000707724 0.000144192 -0.000211621 9.845e-05 -0.000448573 0.000213832 0.000283902 0.000551059 0.000647131 0.000823234 -0.000759548 -0.000940961 0.000433733 -8.59955e-05 2.92704e-05 0.000172616 0.000365667
internal_weight=0 4.67036 4.44531 2.90368 4.25073 3.80153 3.15398 3.0102 2.80534 0.647546 0.592027 2.6849 2.44609 0.296613 2.14947 0.964371 2.63954 0.459774 2.17977 2.07781 1.24587 1.16732 0.968093 0.449199 0.4112 1.1851 0.361079 0.754154 0.678289 0.585102
internal_count=3121 2430 2214 691 1943 1591 924 910 822 667 663 781 753 133 620 440 579 53 526 504 389 381 316 352 341 180 50 275 240 221
is_linear=0
shrinkage=0.00127639


Tree=500
num_leaves=31
num_cat=0
split_feature=156 15 401 147 133 52 1348 14 1456 158 130 375 457 452 1426 1 4 393 52 42 42 1213 4 1447 15 48 122 1 12 1
split_gain=0.0338664 0.0354834 0.0336478 0.0332817 0.0343328 0.0356559 0.0343351 0.0502524 0.0389536 0.0408677 0.0361867 0.0365256 0.0371921 0.0344521 0.0333767 0.0369277 0.0545181 0.039952 0.0416406 0.0438368 0.0486968 0.0491119 0.0469638 0.0380911 0.0393648 0.0697973 0.0561668 0.051264 0.0503047 0.0377065
threshold=-1.0000000180025095e-35 -0.47006499999999996 0.10076500000000001 -1.0000000180025095e-35 -0.25159999999999993 -0.52017999999999986 0.084895000000000012 0.08840000000000002 -1.0000000180025095e-35 0.094850000000000004 -0.23647499999999996 0.087420000000000012 0.5717850000000001 0.085195000000000007 -1.0000000180025095e-35 0.094385000000000011 -0.029144999999999997 0.088255000000000014 0.11434500000000002 -0.095859999999999987 0.091545000000000015 -0.080769999999999995 -0.52556499999999995 -1.0000000180025095e-35 0.024640000000000006 0.12879500000000002 0.086040000000000019 0.11146500000000002 0.092550000000000007 0.11588000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 13 10 -10 12 14 -7 -12 16 17 18 19 -16 21 -21 -22 -17 25 26 28 -26 -25 -30
right_child=1 2 -4 4 5 6 -8 -9 9 -11 11 -13 -14 -15 15 23 -18 -19 -20 20 22 -23 -24 24 27 -27 -28 -29 29 -31
leaf_value=-0.0036446220334424829 0.0032653202744993715 -0.0034289339907451074 -0.003412500142544211 -0.00232347593889079 -0.0036484111793999912 -0.0036482238988258674 0.002807147034200303 -0.0033438321654520428 -0.0034479191782258627 -0.0027488975543109857 -0.0037054068081526564 -0.003184998475469188 -0.0035909639307893765 0.0036780005645636921 -0.003659608160222642 -0.0025072777735314451 -0.00073698259404007577 -0.003653313254987875 -0.0021112461597963574 -0.0036521872805786639 0.0037004742808261853 0.0022016470768494072 -0.0036834370815012106 0.0028634951525883948 -0.0035864699060648222 -0.0007804818185277462 -0.0021769196955519566 0.0010293804115528203 -0.0018133740142410363 0.0018153465718096999
leaf_weight=0.035168475790669951 0.042169356771410427 0.038121601704917185 0.040061864296148886 0.08190018518053177 0.033720727276888574 0.05829680365241463 0.061526984231022541 0.056399912133201613 0.033852524484250579 0.060255320217038277 0.025203415425500419 0.038213543033634667 0.030454494262812548 0.0099636092782020569 0.022390533123149869 0.038874683068570448 0.56946714290277434 0.025250191440136405 0.051204104496719083 0.019871923528632651 0.015818517655134201 0.43278485421978186 0.041056837297219317 0.46130911451837153 0.049687714290485019 0.14882677207060624 0.040532346989493817 0.089082891114230733 0.058928711463522632 0.10669349256932037
leaf_count=163 106 22 160 180 139 234 44 35 17 102 20 25 8 1 63 20 572 83 110 123 1 268 123 293 52 45 11 34 27 40
internal_value=0 -4.91642e-05 -0.00010018 -5.10267e-05 -2.64496e-06 7.10376e-05 0.000120301 5.37611e-05 0.000132683 0.000211119 0.000288682 0.000344513 0.000405065 -0.00257885 0.000460458 0.000508803 7.26667e-05 0.000830533 0.00102469 0.00132656 0.00154567 0.00194466 -0.00162978 0.00102564 0.00116944 0.00147422 0.00197696 -0.000623355 0.00224551 0.000524241
internal_weight=0 2.78192 2.73975 2.69969 2.66157 2.57967 2.54595 2.48442 2.42802 2.35976 2.2995 2.26565 2.22744 0.0682604 2.19698 2.17178 1.17784 0.608377 0.583127 0.531923 0.509532 0.452657 0.0568754 0.993936 0.955061 0.81629 0.667464 0.138771 0.626931 0.165622
internal_count=3121 2958 2852 2692 2670 2490 2351 2307 2272 2037 1935 1918 1893 235 1885 1865 1343 771 688 578 515 391 124 522 502 416 371 86 360 67
is_linear=0
shrinkage=0.00364098


Tree=501
num_leaves=31
num_cat=0
split_feature=12 1 132 13 448 133 43 15 47 13 1 3 52 16 160 0 42 43 1212 12 484 159 52 15 124 48 0 52 1 47
split_gain=0.223708 0.230968 0.176079 0.151889 0.171274 0.199808 0.159099 0.156662 0.174125 0.154209 0.128172 0.245931 0.13064 0.121292 0.131747 0.139043 0.128932 0.138832 0.128896 0.120004 0.125645 0.110699 0.102393 0.131768 0.0992578 0.0913554 0.0970416 0.092391 0.0884664 0.0699553
threshold=0.084100000000000022 0.13075500000000004 0.081465000000000024 -0.073839999999999975 -0.081729999999999983 -0.0061299999999999992 -0.082144999999999982 0.024640000000000006 0.077555000000000013 -0.084154999999999994 0.093575000000000019 0.12178000000000001 -0.085984999999999992 -0.25582999999999995 0.032695000000000009 -0.077999999999999986 0.091545000000000015 -0.17390999999999998 -0.50120999999999993 0.086700000000000013 -1.0000000180025095e-35 0.082105000000000025 1.0000000180025095e-35 -0.11713499999999999 -0.24044499999999999 0.086260000000000017 -0.14649999999999996 0.096795000000000006 0.14089500000000002 0.10621500000000002
decision_type=2 2 2 2 2 2 2 2 2 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 3 4 -1 -6 9 8 10 -7 12 -12 -5 22 15 18 17 -17 -15 -16 -21 -19 23 -2 -8 26 -14 -28 29 -10
right_child=1 -3 -4 7 5 6 24 -9 28 -11 11 -13 25 14 19 16 -18 21 -20 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0014699473801005271 -0.00064004136299499208 0.00084129525269545933 0.001029593007437897 -0.0014424112140900224 -0.0013152561329364488 -0.0012972890680315737 -0.00070662191697330051 -0.0010402006904247274 -0.00039960205458847679 0.0014458944385183691 0.0011142455518001518 -0.00050309525034633444 0.00086934269300790133 0.00070207317275705725 -0.0013619368354500592 0.0008084511430791545 -0.0014365042958110628 -0.00090510596754159547 -0.0013353328030827481 -0.0014312786904393192 0.00084236958398857206 0.00040211117143203786 -0.00097669960076483321 0.00067704628712144332 0.0012901592283267517 -0.00069751023110503499 -0.00068292050986112018 0.00075704826500348267 0.00027318393295567498 -0.0013817526359130086
leaf_weight=0.084652543446281814 0.23322181840194389 0.29879697086289514 0.39094248268520448 0.1342038631264586 0.096182510154903755 0.11990958461683476 0.054841103235958033 0.3455519943818216 0.31407794248661947 0.06418643683718972 0.61046505972626608 0.27968260849593207 0.34105123061453924 0.068293735967019153 0.094073608524922636 0.21403215333702974 0.20997667357733008 0.44997698609949954 0.87491552579740506 0.059773936518467963 0.29089889614260755 0.18711786772473715 0.17885897163068876 0.4618297027191155 0.68712931343179673 0.24398805934470147 0.25513880385551713 0.14121670316671953 0.18317692657001317 0.27971536503173411
leaf_count=7 28 55 105 45 53 88 6 90 59 16 169 22 26 24 51 25 269 273 1053 86 76 24 65 53 218 17 45 18 11 44
internal_value=0 -0.000361571 0.00011242 2.77572e-05 0.000482486 0.000644167 0.000847675 -0.000133143 -2.05067e-05 -0.000340858 0.000201869 0.00060608 -0.000120655 -0.000469731 -0.000632741 -0.000788793 -0.000434107 -0.000186811 -0.00118781 7.05321e-05 0.000454815 -0.00052117 -1.29109e-05 0.000235103 0.00114257 6.00926e-05 0.000310763 -0.000169877 -0.000594569 -0.000862259
internal_weight=0 3.62177 4.62611 4.23517 1.1069 1.02225 0.926066 3.12827 2.78272 0.184096 2.00575 0.890148 1.1156 3.32297 2.44906 2.00431 1.0611 0.851127 0.943209 0.444746 0.350673 0.637095 0.87391 0.695052 0.74197 0.981395 0.737407 0.396356 0.77697 0.593793
internal_count=3121 2082 1039 934 388 381 328 546 456 104 342 191 151 2027 1881 1668 591 322 1077 213 162 297 146 81 224 106 89 63 114 103
is_linear=0
shrinkage=0.00142833


Tree=502
num_leaves=31
num_cat=0
split_feature=39 42 2 10 132 1456 43 123 1456 2 42 133 52 3 42 160 33 3 1366 1 52 3 51 159 48 48 131 12 157 452
split_gain=0.0329048 0.0353197 0.0385504 0.0364355 0.0352734 0.0350193 0.0347205 0.0354878 0.0391213 0.0383063 0.0352071 0.0335109 0.0401309 0.0404643 0.0388738 0.0356594 0.0362278 0.0344897 0.0324705 0.0335056 0.0530056 0.0552958 0.0480414 0.0470631 0.0443471 0.0586638 0.0441716 0.0346924 0.0348676 0.032294
threshold=0.16946000000000003 -0.11466499999999999 0.17025000000000004 0.058500000000000003 0.081465000000000024 -1.0000000180025095e-35 0.39192500000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.094835000000000017 -1.0000000180025095e-35 0.10622000000000002 -0.43320999999999993 -0.15447499999999995 -0.094469999999999985 -0.40698999999999991 -1.0000000180025095e-35 -0.52915999999999996 -1.0000000180025095e-35 0.10060500000000001 0.11434500000000002 0.090900000000000009 0.087505000000000013 0.090025000000000008 -0.08595499999999999 0.12879500000000002 0.082070000000000018 -1.0000000180025095e-35 -0.08205999999999998 0.085195000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 -1 29 7 8 11 10 -9 12 17 -14 -13 -15 -17 -7 -18 20 21 22 23 26 -21 -26 27 -20 -29 -3
right_child=-2 2 -4 -5 -6 6 -8 9 -10 -11 -12 14 13 15 -16 16 18 -19 19 24 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0028840462752995192 0.0035123425026576472 -0.0034947133889390285 0.0034789343774203874 0.002876976667087723 0.0029492445385424287 0.0035235422188986854 -0.0031648329071367193 -0.0035136865537680707 -0.003493247228200747 0.0023984585843439643 0.0016426566373927381 0.0024654808797991519 0.0019215311045503235 -0.0034947615590782562 -0.0026016104487067682 -0.003516746587067967 -0.0026224541926922066 -0.0034963667773824847 -0.0034949217858790565 -0.002035521214604449 -0.0035145348353302968 0.0014463593750145454 -0.0035236018969961179 -0.0035078524240396811 0.0016420819489198206 -0.00091201214636096959 -0.0034947318118446653 -0.0034950078808924463 0.00066994995334293669 0.0035210587293570219
leaf_weight=0.09265449754639199 0.030557687332475214 0.061286500399548749 0.037189509557720046 0.049135624405607703 0.014603010757127777 0.0098650390282273293 0.043796284892778092 0.031259161325579043 0.04200609337658523 0.13858592648830381 0.033259515024837927 0.022008617343090009 0.13956787948700689 0.03539218879268835 0.11314384628985852 0.034160078794233661 0.051356165295150302 0.062327874006772199 0.028168932352858 0.061646586080314592 0.055808359679758723 0.23666861443052767 0.058614244259842962 0.04933077569512534 0.48474578167952143 0.1413448434905149 0.040358106966777996 0.025663020307550855 0.52192094138624634 0.0091801481321454048
leaf_count=153 23 268 51 68 16 1 103 12 257 125 70 12 72 116 309 17 36 198 28 18 54 51 72 61 205 23 123 71 507 1
internal_value=0 -0.000127821 -4.74322e-05 -9.82513e-05 -0.00208985 -0.000156 -8.65724e-05 -3.07987e-05 -0.000158818 0.00136477 -0.000855581 -9.43333e-05 1.72778e-05 0.000111136 -0.00177647 -2.73009e-05 4.12665e-05 -0.00253711 0.000110496 0.000192851 -0.000209468 -1.74774e-05 -0.000495955 -0.00022927 0.000787512 0.00106548 3.32399e-05 0.000280537 0.000474755 -0.00258072
internal_weight=0 2.72505 2.61779 2.5806 0.107258 2.53147 2.461 2.4172 2.2141 0.203105 0.0645187 2.17209 2.03694 1.96475 0.135152 1.82518 1.78979 0.0721929 1.75563 1.70427 1.01653 0.960725 0.724056 0.665442 0.687737 0.626091 0.616111 0.575753 0.547584 0.0704666
internal_count=3121 3098 2929 2878 169 2810 2541 2438 2231 207 82 1974 1653 1454 321 1382 1266 199 1249 1213 967 913 862 790 246 228 729 606 578 269
is_linear=0
shrinkage=0.00348843


Tree=503
num_leaves=31
num_cat=0
split_feature=1 47 12 0 1 4 52 16 52 14 0 403 1 133 15 133 1374 42 48 2 47 457 159 150 39 4 1 13 42 12
split_gain=0.195187 0.171373 0.178139 0.149696 0.182301 0.138385 0.159429 0.135648 0.121442 0.112585 0.15009 0.113143 0.111729 0.110663 0.192776 0.15277 0.109998 0.101973 0.132263 0.0956858 0.0887963 0.146431 0.0863095 0.0913763 0.0855474 0.0801925 0.078302 0.10639 0.10039 0.106462
threshold=0.10060500000000001 0.087885000000000019 -1.0000000180025095e-35 -0.060129999999999996 1.0000000180025095e-35 -0.49405499999999997 0.11434500000000002 -0.072804999999999981 0.10347000000000002 0.062655000000000016 -0.098289999999999975 0.03138500000000001 0.11829500000000003 0.083950000000000011 0.083935000000000023 0.091935000000000003 -0.094929999999999987 -0.09693499999999998 0.12933000000000003 0.10912000000000001 0.078875000000000015 -0.0029299999999999994 0.084250000000000005 0.081835000000000019 0.08456000000000001 -0.17966999999999997 0.13146500000000003 -0.041739999999999992 -0.085499999999999979 0.092355000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 13 8 19 17 -5 10 16 24 22 -1 -15 -16 -6 -4 -19 -7 21 -18 23 -9 25 -12 28 -28 -3 -30
right_child=1 26 7 5 9 6 -8 12 -10 -11 11 -13 -14 14 15 -17 20 18 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.00107181997878182 0.0011060436112328312 0.00070381035981778421 -0.00077000387149722183 -0.0012134644857843158 -0.0006652775641945841 0.00073679702801530782 -0.00083864100075349416 -0.0011797468278607478 0.00019912613065812488 -0.001223910053712035 0.0012426656070749552 0.00023167922840641335 0.00050952756022157352 -0.0010693874460290852 0.0010447639050560544 -0.00073858205523626326 -0.00048068668634041503 0.00093152141950178199 -0.00074613718817095746 -0.00032033311350169509 -0.00040934891599886917 0.00079631840586820988 0.00035918116140309974 -6.4260835290691525e-05 0.0011142836008768574 -0.0012227987978360897 0.00095731445618742509 -0.00025526244875497878 -0.00023619979754503547 -0.0012449485796829328
leaf_weight=0.67631297389016276 0.3981864187808245 0.09902445605257526 0.074310904718004167 0.1886145431199111 0.18603046471253037 0.69026723664137513 0.14478899591631489 0.25076650506525755 0.17233167817175854 0.13166399864712719 0.020680796355008857 0.18120174189971294 0.27889820595737547 0.28079875166440615 0.17897594126407057 0.11789693208993413 0.16804726584814489 0.58600736391963471 0.078894338570535183 0.15517352374445181 0.18331238874816336 0.63462482951581456 0.15467704669572413 0.1917430340545252 0.028183079528389499 0.34802150756149797 0.17088770255213603 0.28666289587272331 0.41882202966371529 0.24558013534988277
leaf_count=781 236 9 8 82 12 67 35 100 18 81 1 45 42 445 21 190 17 158 7 78 44 67 21 14 7 344 24 31 62 74
internal_value=0 0.000159272 0.000377309 -0.000232721 -0.000378568 0.000105754 0.000340783 0.000197669 -0.000539031 -0.000139144 -5.75347e-05 -0.000564753 -0.000126128 -0.000737854 -0.000346861 0.000336545 0.000192647 0.00058142 0.000732458 0.00054277 0.000354515 0.000528965 -0.000422993 -0.000696398 -0.000928371 -0.00108451 -0.000200288 0.000197615 -0.000438766 -0.000609059
internal_weight=0 3.23446 2.01348 4.48693 3.13575 1.35118 0.99023 1.6153 0.360946 1.88177 1.7501 0.578087 0.876085 1.25398 0.577672 0.296873 1.17201 0.739213 0.664902 0.845441 0.985984 0.802672 0.597187 0.44251 0.396885 0.368702 1.22098 0.457551 0.763427 0.664402
internal_count=3121 786 586 2335 2055 280 180 350 100 618 537 397 177 1437 656 211 140 173 165 145 128 84 135 114 352 345 200 55 145 136
is_linear=0
shrinkage=0.00121641


Tree=504
num_leaves=31
num_cat=0
split_feature=3 4 457 0 4 52 150 160 52 49 49 1 52 42 133 49 15 484 130 2 403 150 0 40 1212 474 40 52 1375 1
split_gain=0.1449 0.12293 0.120343 0.140978 0.131502 0.153677 0.109695 0.104657 0.101826 0.101259 0.110619 0.11046 0.0996206 0.112693 0.109957 0.157854 0.129778 0.129841 0.140593 0.136012 0.160009 0.0976916 0.0983706 0.0942895 0.0917646 0.109802 0.0900878 0.0741803 0.0707032 0.0609425
threshold=0.30112000000000005 0.27044500000000005 0.080930000000000016 -0.019414999999999998 -0.49405499999999997 0.10347000000000002 -0.23067999999999997 -0.091944999999999985 0.11434500000000002 -0.047584999999999995 -0.00064499999999999985 0.089875000000000024 -0.11183499999999999 0.10077000000000001 -0.0061299999999999992 -0.006494999999999999 0.095175000000000023 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0050599999999999994 -0.092474999999999988 0.081835000000000019 -0.084674999999999986 0.064905000000000018 -0.50120999999999993 0.085020000000000012 0.13899500000000004 -0.07278999999999998 -0.068444999999999992 0.11392000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 -5 -1 23 -6 11 -11 27 13 -9 24 28 17 -17 -19 -20 -21 22 -3 -8 -14 -26 -2 -4 -16 -30
right_child=26 21 9 4 8 -7 7 12 -10 10 -12 -13 14 -15 15 16 -18 18 19 20 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.0009784885757297523 0.0013055843745883328 -0.00027551415310645013 0.00040782284081795141 -0.0014871708404992632 0.0008469896475643636 0.00053026259908811027 -0.0015437351419203926 -0.0015456799936529454 -0.00071691950390118271 -0.0010777662110970211 0.00087085839622021589 0.001111407431899135 0.00093959996414599107 0.00010253254958023717 0.0002910650975327434 -0.001563859163172951 -0.0015908208886278614 -0.0015816269258435484 -0.00087890756872131598 -0.0015620946358752036 0.00096438981232623174 0.0014823881990502698 0.00096610213388683265 0.0015790436402930252 -0.0013956943362815157 0.0014736395347577081 -0.0010768600986665058 -0.0010714453737374341 -0.0014076028436061827 -2.0602680427008223e-06
leaf_weight=0.11813541874289502 0.26115589526307292 0.45563241795025533 0.25854391137545463 0.20683910191291943 0.55686876053368928 0.16536659869598225 0.34620192632428404 0.36116778773430347 0.12386425340082496 0.23390843570814468 0.10174252169963416 0.39878932034480385 0.055643593295826577 0.14013601028636913 0.10845908917690394 0.086063145681693043 0.096911030006594845 0.079258410380135813 0.137041958398186 0.065646379451210102 0.86375275571480647 0.16540651675313711 0.23561043034715101 0.025248796213418245 0.43159663306505658 0.035098788615869125 0.045334089372772723 0.12117418494017329 0.35655106015110627 0.095105808286461979
leaf_count=11 127 112 31 117 93 17 358 322 26 52 25 71 24 34 27 165 130 64 31 163 194 73 114 3 551 9 5 31 120 21
internal_value=0 -0.000144776 -0.000229405 -0.000344092 0.000154752 -0.000590849 -0.000498486 -0.000551619 0.000562425 0.000229169 -0.000487099 0.000537986 -0.000452157 -0.00108493 -0.000320595 -0.000145397 0.000147429 0.000284189 0.000423011 0.000571997 0.000785936 0.000405402 0.000147691 -0.00133147 -0.000954115 -0.0011799 0.000953188 -6.42356e-05 -0.000840022 -0.00111164
internal_weight=0 6.42577 5.56912 4.45496 1.05294 0.372206 3.40202 3.28388 0.680733 1.11416 0.335651 0.778507 2.91243 0.501304 2.41113 1.88879 1.32867 1.23176 1.1457 1.06644 0.929399 0.856649 0.691243 0.371451 0.522339 0.466695 0.30649 0.379718 0.560116 0.451657
internal_count=3121 2989 2690 2480 253 134 2227 2216 119 210 77 133 1855 356 1499 915 747 617 452 388 357 299 226 361 584 560 132 62 168 141
is_linear=0
shrinkage=0.00156007


Tree=505
num_leaves=31
num_cat=0
split_feature=1425 4 133 52 1374 401 160 150 133 130 448 42 123 1366 448 1374 48 484 13 15 43 2 52 1 43 43 160 42 16 4
split_gain=0.0316913 0.0447684 0.0382264 0.0367021 0.0361559 0.0359046 0.0385875 0.0649675 0.0473842 0.0343432 0.0356506 0.0387469 0.0522686 0.045079 0.042038 0.0439369 0.0577272 0.0466409 0.0430258 0.0399989 0.0459576 0.0441924 0.0383665 0.0590625 0.0377912 0.0586922 0.0392926 0.0448403 0.0541918 0.0547151
threshold=1.0000000180025095e-35 0.50996500000000011 -0.25159999999999993 -0.52017999999999986 0.093235000000000012 0.10076500000000001 -0.091944999999999985 -0.22665999999999997 -0.030254999999999994 -0.23647499999999996 -0.083859999999999976 -1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 -0.049344999999999993 -0.094929999999999987 0.095425000000000024 -0.0068949999999999992 -0.53104499999999988 -0.048699999999999993 0.15359500000000004 -0.0050599999999999994 -0.088204999999999992 0.10312500000000001 -0.083879999999999996 -0.0037449999999999996 0.0030550000000000004 0.089625000000000024 0.22339500000000004 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 -5 -9 -8 -11 -12 13 -13 -15 16 -16 -17 -19 21 24 -20 23 -23 -21 -26 27 28 29 -27
right_child=-2 -3 3 4 -6 -7 9 8 -10 10 11 12 -14 14 15 17 -18 18 19 20 -22 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.0020693765953907852 -0.0028074090690082655 0.0020914810102928031 -0.0027727991780337274 0.002791137998925199 -0.0022309610230099646 -0.002574435462713332 -0.0026049632631987255 0.0015016247656034212 -0.0023415819274414241 -0.0020353484065508244 -0.00056320638983139385 -0.0024798137483873061 0.0023683612198294969 0.0026017308138022517 -0.0027960583752323826 -0.0012423751845919496 0.00058147320600821569 -0.0015163258511842776 -0.0007283389403054607 0.0010358213503631618 0.0024013439009380115 -0.0027873952023754174 0.0022208461786299731 0.0017207820670873742 -0.0027796113022822556 0.0022458404189510893 -0.0017431555907998664 -0.0025575914004893037 -0.0020177340698672294 -0.0003656501129703396
leaf_weight=0.073209933832005247 0.032031237814407976 0.073659068040797027 0.037139399789340444 0.028823086060583591 0.054507321245182427 0.03936616730516096 0.03305570557495574 0.029574177453469019 0.14588264659596761 0.051631010011991996 0.34117292885185158 0.042425055131393052 0.10308451781929751 0.06448592842207701 0.076251185557343226 0.11217179991081527 0.078941721309092827 0.068760259979174232 0.065662586719554383 0.24073445275644501 0.07617296525859274 0.03306382770097116 0.29910414850019396 0.068260912841651589 0.063856288994432742 0.16597546303092048 0.075086319237016141 0.033824314248704468 0.044719182529661339 0.097686199012925412
leaf_count=182 78 146 163 4 44 159 16 27 348 40 575 30 158 43 40 326 8 11 27 99 11 39 124 19 153 70 14 103 20 44
internal_value=0 -3.74284e-05 -9.67234e-05 -4.05607e-05 -5.20305e-07 4.85065e-05 9.08171e-05 -0.00106098 -0.00169379 0.000196039 0.000238066 0.000292625 0.000453919 0.00033832 0.000410138 0.000321823 -0.00107801 0.000472158 0.000616446 0.000732453 0.0003561 0.00137685 0.00172206 0.000249694 0.000140286 -0.00030778 7.04738e-05 0.000468419 0.000800322 0.00127829
internal_weight=0 2.71829 2.64463 2.57142 2.53428 2.47977 2.44041 0.20428 0.175457 2.23613 2.20307 2.15144 1.81027 1.70718 1.66476 1.60027 0.155193 1.44508 1.33291 1.26415 0.798055 0.466091 0.400429 0.101325 0.721882 0.481148 0.417291 0.342205 0.308381 0.263662
internal_count=3121 3043 2897 2715 2552 2508 2349 379 375 1970 1954 1914 1339 1181 1151 1108 48 1060 734 723 514 209 182 58 503 404 251 237 134 114
is_linear=0
shrinkage=0.00276853


Tree=506
num_leaves=31
num_cat=0
split_feature=31 2 160 0 403 2 4 160 4 0 3 3 40 8 123 4 2 453 1456 1374 51 51 484 16 133 12 39 42 49 52
split_gain=0.0308601 0.0305062 0.0350581 0.0429614 0.036813 0.0366083 0.0341892 0.0327644 0.0309248 0.0452342 0.047918 0.0627077 0.0653151 0.0385982 0.0308774 0.034511 0.0553394 0.0326433 0.031936 0.0277572 0.0275474 0.0357319 0.0344242 0.0320535 0.0301763 0.0306332 0.0312396 0.0433437 0.0339245 0.0517228
threshold=-1.0000000180025095e-35 0.088850000000000012 0.092070000000000013 1.0000000180025095e-35 -1.0000000180025095e-35 0.086950000000000013 -0.15764999999999998 -0.40698999999999991 -0.083854999999999985 -0.10607499999999999 -0.078934999999999991 -0.074084999999999998 0.051255000000000002 0.091215000000000004 0.088610000000000008 -0.49405499999999997 0.11093500000000002 0.10564500000000002 -1.0000000180025095e-35 0.10637000000000001 -0.076794999999999988 -0.08824499999999999 0.084750000000000006 0.10246000000000001 -0.25159999999999993 -0.12529499999999996 0.056590000000000008 0.091735000000000025 0.10595500000000001 0.11434500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 8 -2 -3 -6 -10 13 -12 -13 -11 15 16 -9 18 -17 20 21 23 24 -20 -22 -26 27 28 29 -27
right_child=1 7 -4 -5 5 -7 -8 14 9 10 11 12 -14 -15 -16 17 -18 -19 19 -21 22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0039750511472916132 0.003749481960221348 -0.0030115143494392248 -0.0038069118822509616 0.0023744215683302239 0.001745240106329258 -0.0039592061626440543 -0.0039576001184300985 -0.0039753845315019772 0.00063107597812639426 -0.0039684779809242721 0.0024750911924243347 -0.0035071067423279325 0.0024095369553441626 0.0035933146790680646 0.0026697503912089626 -0.003960245553969643 0.0024021204876722184 -0.0034376214620185446 0.0022948123183204935 -0.0030689406543722669 -0.0039654093129046844 -0.0037632238537897858 0.0031715294599462471 -0.0017061497643631233 -0.0024733390981874861 0.00090398494153500213 0.0032425347000356627 -0.0025510065397376424 0.0030352408012165031 -0.0031671662936958605
leaf_weight=0.028764904223863019 0.010088299983181059 0.048093836192493078 0.052993980256360373 0.074508517867798219 0.10297709824044432 0.044330422546408954 0.081995661357723293 0.070692153582058492 0.2715153072749672 0.12617851441427774 0.078371115556365112 0.10717778481011941 0.039981775349588133 0.011494693346321583 0.081271436112729023 0.025344766375383077 0.030352084912010469 0.034917318873340375 0.061255404169060057 0.032837745260621776 0.021813647412272541 0.047762302325281669 0.090693068634209228 0.063799610443311394 0.044434188568629351 0.64703415649637452 0.080144003382883966 0.060828736089661106 0.10209897206732421 0.052668294950308336
leaf_count=86 5 125 91 72 81 163 503 92 84 311 63 117 10 6 102 99 18 11 39 21 75 22 67 121 32 373 77 162 46 47
internal_value=0 -0.00013944 -0.000679862 -0.000505172 -0.000750626 -0.000472426 -0.00311325 0.000199708 -0.000262895 -0.000588696 -0.00150054 -0.000379419 -0.00189961 -0.00333712 0.000299478 0.000168137 -0.00205968 0.000332975 0.000431914 0.000517191 0.000609731 -0.000856525 0.000840149 0.000253632 0.0006306 0.000732155 0.000883234 0.000664039 0.000907949 0.00059754
internal_weight=0 2.59765 1.00161 0.948619 0.874111 0.782027 0.092084 1.59604 0.737696 0.634719 0.363204 0.225531 0.14716 0.137673 1.54795 1.46668 0.101044 1.36563 1.33071 1.30537 1.27253 0.172817 1.09972 0.125055 1.00902 0.987208 0.942774 0.86263 0.801801 0.699702
internal_count=3121 3035 1506 1415 1343 835 508 1529 672 591 507 190 127 317 1404 1302 110 1192 1181 1082 1061 182 879 160 812 737 705 628 466 420
is_linear=0
shrinkage=0.00395055


Tree=507
num_leaves=31
num_cat=0
split_feature=147 4 480 1348 14 3 124 124 38 1365 483 401 151 16 9 133 52 130 3 122 15 1 158 128 1373 43 4 2 3 4
split_gain=0.0296634 0.0312666 0.03186 0.0298817 0.0443052 0.0342949 0.0444984 0.0333667 0.0423126 0.0342741 0.0289393 0.02859 0.0294115 0.0413762 0.0289943 0.0302903 0.0380302 0.0328312 0.0303031 0.0299101 0.0312141 0.0576126 0.0470994 0.046342 0.0410662 0.0347193 0.0425952 0.0336628 0.0679071 0.0665925
threshold=-1.0000000180025095e-35 0.51388000000000011 0.084710000000000021 0.093335000000000015 0.076175000000000007 0.30112000000000005 -0.083229999999999985 -0.043384999999999993 0.095410000000000009 1.0000000180025095e-35 0.088070000000000009 0.10076500000000001 -0.40381499999999992 -0.5335399999999999 0.084755000000000011 -0.25159999999999993 -0.51296999999999993 -0.23647499999999996 -0.52915999999999996 0.10544500000000001 -0.10653 0.085110000000000005 0.09031500000000002 0.086435000000000012 0.099250000000000019 -0.17390999999999998 -0.51843499999999987 0.11263500000000001 0.10299500000000002 -0.37944499999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 -7 8 -2 10 11 12 -9 -14 15 18 -17 -18 -15 20 21 -19 23 24 25 -22 -27 28 -28 -29
right_child=1 -3 -4 -5 -6 6 -8 9 -10 -11 -12 -13 13 14 -16 16 17 19 -20 -21 22 -23 -24 -25 -26 26 27 29 -30 -31
leaf_value=-0.0032233239538465718 0.0019782855516179512 0.0034379340393284569 -0.0025975731364631331 0.0034523979675229904 -0.00273638013437308 -0.0028115376140186118 0.0034421665466879323 -0.0034422591318653511 -0.0034448542789421457 -0.0034448334060957525 -0.0030681975465373284 -0.0034395952217925159 0.003143303711405589 0.0034662284925469052 -0.0024930523050251951 -0.0034380903226089751 -0.0033920925298471451 -0.0034396495845597968 -0.0032491099292221489 -0.0034586729421710442 0.0019640370805473471 0.0024080327826625984 -0.0030744954918597378 -0.0033365294169911183 -0.0034579788786527838 -0.0034530515209440062 0.00030427124204065542 0.0028091374722464357 0.0030675812257585817 -0.0017569002429740179
leaf_weight=0.03489524497490526 0.154983268252184 0.030191844140062929 0.057780210797773068 0.028916187398863147 0.0707304136994934 0.016796383424662054 0.066666569138760567 0.029037211925246331 0.019049093520152383 0.037260591637277574 0.038529468004526168 0.029132585764273133 0.049344137969458468 0.009256201796233654 0.055241344583919161 0.034748203428537017 0.029632909674550567 0.022759279594540271 0.055027332605281365 0.025198455667123087 0.15993741171223685 0.15627050334660453 0.051664168564457325 0.040947385217805166 0.032262867707686271 0.035351433602046511 0.79976304243607577 0.047567269240971655 0.12068543515488273 0.18086758114350232
leaf_count=22 170 109 227 19 96 3 87 39 22 50 120 139 43 1 41 194 15 72 161 5 78 74 150 104 16 19 934 9 25 77
internal_value=0 -3.52041e-05 -7.791e-05 -1.71889e-05 -5.95441e-05 2.28473e-05 0.00218365 -5.85912e-05 0.00138468 -0.000181688 -0.000120992 -6.31947e-05 -1.23758e-05 3.98629e-05 -4.25936e-05 3.25291e-05 0.00011816 0.000190726 -0.00228217 0.000254176 0.000310944 0.00166464 0.000145971 0.000263359 0.000370451 0.000462342 0.000259529 0.000373766 0.000666585 -0.000806109
internal_weight=0 2.4856 2.45541 2.39763 2.36871 2.29798 0.083463 2.21452 0.174032 2.04048 2.00322 1.96469 1.93556 1.90652 1.85718 1.80194 1.73766 1.70291 0.0642835 1.67327 1.64808 0.17903 1.46905 1.41738 1.37644 1.34417 1.18423 1.14888 0.920448 0.228435
internal_count=3121 3099 2990 2763 2744 2648 90 2558 192 2366 2316 2196 2057 2018 1975 1934 1772 1578 162 1563 1558 146 1412 1262 1158 1142 1064 1045 959 86
is_linear=0
shrinkage=0.00343384


Tree=508
num_leaves=31
num_cat=0
split_feature=31 1 2 52 3 0 42 13 43 4 12 15 51 51 159 4 159 3 43 12 0 1213 48 4 457 51 47 2 12 4
split_gain=0.0273529 0.0275163 0.0380188 0.0364026 0.0436222 0.0509755 0.0414086 0.0405219 0.0374748 0.0343505 0.0475219 0.0622843 0.0394702 0.0608824 0.0370769 0.0338277 0.0354672 0.0333377 0.0365183 0.0350908 0.032018 0.0288043 0.0280137 0.0482016 0.0463799 0.0369544 0.0380774 0.0419416 0.035958 0.0467175
threshold=-1.0000000180025095e-35 0.10060500000000001 0.14753000000000002 0.11434500000000002 0.090900000000000009 -0.077999999999999986 0.091735000000000025 0.41383500000000001 -0.20207499999999998 0.40124500000000002 0.088615000000000013 -0.0063699999999999989 0.045645000000000005 0.086685000000000012 0.082585000000000006 -0.49013999999999996 0.092630000000000018 -0.116045 -0.083684999999999996 -0.069644999999999985 -0.082974999999999979 0.039620000000000009 0.12879500000000002 0.033845000000000007 0.045365000000000009 0.13705500000000001 0.087885000000000019 0.11510000000000002 -1.0000000180025095e-35 -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=-1 3 22 4 5 9 15 -8 -5 10 11 12 -2 -14 20 -7 17 -17 -19 -20 21 -13 24 -24 25 26 27 28 -3 -30
right_child=1 2 -4 8 -6 6 7 -9 -10 -11 -12 14 13 -15 -16 16 -18 18 19 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0038219336603084225 -0.0034904383589461716 0.0034441091098058219 0.0030894334513129349 0.0017535598017679448 0.0010921433622910737 -0.0021339613826638639 -0.0038236724220045105 0.0038486291806884973 -0.0034822159239147232 0.0038103159785183734 -0.0038092169443940263 0.0018205253023492007 0.002173154125641205 -0.003492748542300147 -0.003811211192291985 0.0035600331432603357 -0.0018176416363736533 0.002312452724673144 0.0036890550896450168 -0.003828741704037286 -0.0038030060151104774 -0.0038102075058252557 0.00092865610776975594 -0.0033596714566921553 0.0028506865824365975 -0.0036585426985630614 -0.00070045490058124498 0.0035156769096762255 -0.0032716156210485948 0.00080869085094783383
leaf_weight=0.025623021733736429 0.15453355404179114 0.046134681393596111 0.068559988918423187 0.024666118068125797 0.2656463025305128 0.042802670381206553 0.051508032732272113 0.012322460301220417 0.098997301655799563 0.018385189978289418 0.10343227419707546 0.17990428822531634 0.057829090183076914 0.052051553801902628 0.026544088840637414 0.11204610928689362 0.039914528613735456 0.077439961480195052 0.012013487143121893 0.035383049496886088 0.01865612410028894 0.014155546464280633 0.071705649890645873 0.08021444679616252 0.10100785442773486 0.035989550560771022 0.29376884781231638 0.083060452150675701 0.054961931145953713 0.15438419249403512
leaf_count=86 403 55 110 23 92 45 194 1 339 11 464 232 12 32 35 33 28 70 7 101 119 81 22 28 77 25 125 109 93 69
internal_value=0 -0.000125879 0.000359016 -0.000469129 -0.000278113 -0.000638898 0.000452221 -0.00234254 -0.00243788 -0.00130776 -0.00146275 -0.000980894 -0.00225223 -0.00051084 0.0004241 0.00101039 0.00149662 0.00205507 0.000704298 -0.00192322 0.00095261 0.0014098 0.000155811 -0.0013356 0.00045033 8.75359e-05 0.000300754 0.00116955 0.000406792 -0.000262557
internal_weight=0 2.38802 0.989788 1.39823 1.27457 1.00892 0.38343 0.0638305 0.123663 0.625492 0.607107 0.503674 0.264414 0.109881 0.23926 0.3196 0.276797 0.236883 0.124836 0.0473965 0.212716 0.19406 0.921228 0.15192 0.769308 0.6683 0.63231 0.338541 0.255481 0.209346
internal_count=3121 3035 713 2322 1960 1868 479 195 362 1389 1378 914 447 44 467 284 239 211 178 108 432 313 603 50 553 476 451 326 217 162
is_linear=0
shrinkage=0.00380061


Tree=509
num_leaves=31
num_cat=0
split_feature=1213 1456 475 1 51 157 151 484 43 42 52 2 47 12 160 16 4 13 16 47 47 9 14 0 42 2 151 13 484 4
split_gain=0.191608 0.181264 0.170349 0.152403 0.15607 0.136473 0.131216 0.130077 0.140287 0.144948 0.160862 0.181466 0.126227 0.135948 0.109019 0.13017 0.103692 0.10302 0.152832 0.100241 0.113274 0.0987254 0.0962968 0.0943886 0.0933581 0.12 0.111297 0.0915404 0.0902403 0.0879247
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.086004999999999984 0.10089500000000001 -0.096089999999999981 -0.084489999999999996 -0.5145249999999999 0.08660000000000001 -0.15582499999999996 -1.0000000180025095e-35 0.11434500000000002 0.089885000000000007 0.087885000000000019 -1.0000000180025095e-35 0.083670000000000008 -0.083539999999999989 -0.17966999999999997 0.18141000000000002 0.25792000000000009 0.11069000000000002 0.13148500000000005 -0.036024999999999995 -0.46885499999999997 -0.23811499999999999 0.090990000000000015 0.091545000000000015 -0.0083949999999999979 -0.095539999999999986 0.091880000000000003 0.27834500000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 -6 -5 8 17 -10 11 14 13 -8 15 27 -15 -7 -19 -14 -21 -17 -18 -23 26 -26 -13 -11 -9 -24
right_child=1 3 -4 6 5 7 12 28 9 10 -12 24 19 16 -16 21 22 18 -20 20 -22 23 29 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0012843967239812521 -0.0010014944038910644 -0.0012750259595407617 -0.0012260415793934228 -0.0011776903867765332 -0.0012774255602123667 0.00091910488835553802 0.0011636251001759619 0.0011040620111544489 -0.00099204155674627748 -0.00092969965769662197 -0.0011114284402953165 -0.00021934265550673768 -0.00048963607690351535 -0.00095333826260202723 -0.0011886888058088869 0.0013125287737100527 -0.00052835319746754846 -0.0012755432560538371 0.00091489702309498005 0.00095873363541990552 -0.00012463419751865092 0.0013062777929497254 0.00027603114332165228 -0.0011154092385651164 0.001144442382633358 -0.0009943255101630597 0.00069041796079819971 0.00072199000378140948 -0.00030271353522366067 0.0010033183071886875
leaf_weight=0.049433488398790359 0.29896617028862227 0.19086403999972379 0.36105552696244547 0.10489178460557047 0.15221899470634559 0.32259829362738068 0.36677853971195906 0.24547117616748426 0.35989509298815558 0.067918868473498151 0.24294977450335853 0.29968123172875494 0.50022783564054385 0.098927956380066795 0.23878840121324174 0.035294024506586141 0.1617895499803127 0.10735444011515938 0.098026720253983513 0.24021116842050105 0.43893388751894236 0.028219521045686258 0.82012504429439925 0.31365831709262526 0.056237522592709754 0.16905366017454071 0.77757163390924666 0.26295034701615949 0.10460930706176441 0.39675044943578541
leaf_count=4 258 187 487 16 145 48 234 31 387 14 154 32 66 68 75 2 17 54 6 49 44 1 116 206 18 88 73 62 55 124
internal_value=0 -3.37985e-05 -0.00092372 6.37206e-06 -0.000155323 -0.000100278 0.000216893 -5.22433e-05 -0.000128463 -0.000239632 -0.000130982 -2.50867e-05 0.00026527 0.000472489 -0.000447612 -0.000197682 0.000300931 0.000472084 -0.000230064 -5.87916e-05 0.000258549 -0.000707026 0.000390933 -0.000915517 0.00028205 -0.000460443 0.000437331 0.000382941 0.000683696 0.000513156
internal_weight=0 7.50096 0.410489 7.202 4.07336 3.8825 3.12864 3.73028 3.3802 2.85222 2.49232 2.24937 3.02374 1.84437 0.946829 0.708041 1.47759 0.527979 0.205381 1.17937 0.679145 0.377172 1.37867 0.341878 1.30254 0.225291 1.07725 0.330869 0.35008 1.21688
internal_count=3121 2630 491 2372 1638 1451 734 1306 1220 1112 725 571 718 559 360 285 325 108 60 159 93 209 257 207 211 106 105 76 86 240
is_linear=0
shrinkage=0.00126831


Tree=510
num_leaves=31
num_cat=0
split_feature=1429 15 50 480 39 42 2 14 15 3 2 483 484 159 43 43 52 3 52 2 457 48 1374 16 52 1 133 42 1 130
split_gain=0.0281211 0.0291279 0.0408104 0.0330191 0.0274397 0.0302838 0.0294356 0.032201 0.0330175 0.0507265 0.0332318 0.034494 0.0418095 0.0524467 0.0405573 0.06828 0.0429382 0.0397364 0.0393543 0.0333878 0.0540683 0.0633047 0.0599805 0.0664235 0.0434199 0.0408945 0.0589623 0.0271187 0.0350774 0.0268481
threshold=-1.0000000180025095e-35 -0.24436499999999997 0.11843500000000001 0.084710000000000021 0.16946000000000003 -0.26584999999999998 0.17025000000000004 0.076175000000000007 -0.18895499999999996 0.30112000000000005 -0.13033999999999998 0.083960000000000021 0.085515000000000022 0.090025000000000008 -0.074359999999999996 -0.0037449999999999996 -0.088204999999999992 -0.077774999999999983 -0.15275999999999998 0.11263500000000001 -0.0029299999999999994 0.095425000000000024 -0.094929999999999987 -0.088159999999999988 0.10744000000000002 0.077565000000000009 0.091250000000000012 0.083425000000000013 0.080270000000000022 -0.23647499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -3 7 8 -7 10 -10 12 13 14 17 -16 -17 18 -12 20 -18 22 -22 25 -21 26 -24 -14 -29 -20
right_child=1 3 -4 -5 -6 6 -8 -9 9 -11 11 -13 27 -15 15 16 19 -19 29 24 21 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0021986258554475306 0.0023151634255979404 -0.0033064929726800926 -0.0017529734591677348 -0.0033002353821882449 0.0033135373677144532 -0.0026644337595501861 0.0033061008085940075 -0.0023564108505613585 0.0032483418279141947 0.0033006315649145679 -0.003301876019695477 -0.0030462077932957776 0.0026653928685968172 -0.0030930934051673921 -0.0027974867879528801 -0.0022374944188966921 -0.0031498125815051714 0.0019281779937139136 -0.0033301563118892804 -0.0022976881211359467 -0.0032394073017074222 0.0031022106984369534 -0.002179350079800981 -0.00082221639432310137 0.00096349476462127197 0.0027594455084781287 0.0031483024365384395 -0.0033009211058671133 0.0032344357238108614 0.00063926118524178655
leaf_weight=0.065514861165866356 0.1168884172857364 0.03143535203708081 0.034672312700422481 0.034598863013797998 0.025871018413454183 0.049875668589267952 0.02795850193069771 0.066109107758165808 0.032753413979664692 0.05066418263959338 0.034525575500083505 0.042050007470606832 0.096319145108281989 0.064073095527419244 0.11757172029683849 0.094365370900051371 0.041842941143843793 0.18257107418685481 0.019677660136949271 0.12075888192703133 0.048505546175877545 0.10073874400950444 0.054887264378522982 0.19558375479571866 0.069896886910100875 0.15773410261135723 0.038206884035389521 0.021980121557135135 0.014972368930102675 0.30300054822146194
leaf_count=154 229 16 19 206 17 60 30 89 31 61 80 164 48 166 493 93 16 147 8 47 9 31 101 278 24 64 11 102 11 316
internal_value=0 -1.05366e-05 0.0013845 -0.000109405 -5.69323e-05 -9.88934e-05 -4.96258e-05 -9.61027e-05 -1.95737e-05 4.9757e-05 -3.91747e-05 -9.83621e-05 -2.86141e-05 -0.000172424 -5.3973e-05 -0.000434065 -0.000132856 0.000678426 3.96626e-05 0.000106961 0.000468551 0.000722729 0.000238394 0.00061628 -0.0011021 0.00173795 7.17835e-06 0.00174531 -0.000652933 0.000397197
internal_weight=0 2.29009 0.151561 2.13853 2.10393 2.07806 2.04662 2.01866 1.95255 1.90268 1.85202 1.81926 1.77721 1.64394 1.57987 1.04009 0.92252 0.539775 0.357204 0.828155 0.637499 0.595656 0.494918 0.446412 0.190656 0.250828 0.0930941 0.133272 0.0369525 0.322678
internal_count=3121 2967 248 2719 2513 2496 2480 2450 2361 2301 2240 2209 2045 1884 1718 1167 674 551 404 581 510 494 463 454 71 176 112 161 113 324
is_linear=0
shrinkage=0.00329302


Tree=511
num_leaves=31
num_cat=0
split_feature=1 150 0 1 4 12 4 4 3 150 4 43 151 40 16 151 160 12 1 52 52 484 16 3 1 1375 132 1212 49 4
split_gain=0.214192 0.16261 0.111352 0.108138 0.121634 0.107251 0.141565 0.134293 0.107426 0.102861 0.100198 0.0987816 0.0822318 0.0804459 0.0796869 0.11414 0.0824592 0.0845702 0.102247 0.0757747 0.10794 0.0783594 0.0718706 0.0670773 0.0630022 0.0594131 0.0753541 0.0603502 0.0557994 0.0877553
threshold=0.094385000000000011 0.080470000000000014 -0.060129999999999996 1.0000000180025095e-35 0.053925000000000008 -1.0000000180025095e-35 0.26790000000000008 0.09173000000000002 0.16158000000000003 0.13529000000000005 -0.49405499999999997 -0.52440999999999993 -0.086654999999999982 -0.081564999999999985 -0.056919999999999991 -0.0096649999999999982 -1.0000000180025095e-35 0.092755000000000018 0.11588000000000001 0.11434500000000002 0.091275000000000009 0.081425000000000011 -0.27167499999999994 0.11296500000000002 0.07863500000000001 -1.0000000180025095e-35 0.12527000000000002 -0.47073499999999996 0.15665000000000004 0.09173000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 23 12 6 7 13 14 -3 11 -4 -5 -2 15 -7 -17 -18 -19 20 21 22 -12 -1 -14 -26 27 -27 29 -16
right_child=1 9 10 4 -6 8 -8 -9 -10 -11 19 -13 24 -15 28 16 17 18 -20 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.00099563609697802765 -0.00051551383237947274 0.00069534563765909338 0.00032749359009532866 0.00028683607130521185 0.00061568943436249106 -0.0010434180574966402 0.001200671119597461 -0.00083371564190885242 0.00074025976562457736 -0.00025861937143439602 0.00043852993191705541 -0.0010731820832334689 0.0002518035066998167 0.00096374118517383444 -0.0011131316071735003 -0.00085388589603933613 0.00061518674860865769 -0.00098039818763472498 0.00031792938338981582 -0.00092643372887486579 0.0011473547033128376 0.00059565631316067986 -0.00072380808758596012 -0.00013488313097198554 -0.00022555804298259136 0.00051099818233637639 0.00057676919959514887 -0.0010510130827690537 0.00028069959061586251 -0.00034399965051792137
leaf_weight=1.2614732903457482 0.0789422697853297 0.47143317943118734 0.095465011429041624 0.14743528535473149 0.13994874033960503 0.19785958237480372 0.14495818685827544 0.2174248683732003 0.11117362970253442 0.24553727349848486 0.10761469042336103 0.29161143014789559 0.099387178226606809 0.15685446868883524 0.51900269184261505 0.14221393250045367 0.3013317805889536 0.15341059616184793 0.19907573465025052 0.10500432965636719 0.12907730575534515 0.17206233920296654 0.25854592508403562 0.14409309765323985 0.24645854008849677 0.037046219222247267 0.047104724042583257 0.76331141910486666 0.074134682770818472 0.35809913370758295
leaf_count=1428 24 204 8 32 26 24 137 18 34 23 18 74 32 43 232 44 43 47 24 32 22 21 73 9 23 6 7 367 9 37
internal_value=0 -0.000136399 -0.000544287 -0.000669956 -0.000444563 -0.00027281 0.000172603 -0.000156213 -0.000402382 0.000368646 -0.000231439 -0.000727732 -0.000555234 0.000468502 -0.000467689 -0.000231032 -2.91076e-05 0.000150292 -0.000247134 1.73022e-05 0.000165806 -6.95908e-05 -0.000382197 -0.000907395 -0.000659273 -0.000742048 -0.000892253 -0.000978712 -0.000714959 -0.000799114
internal_weight=0 3.37145 4.04564 2.88626 1.48069 2.65448 0.59818 0.453222 2.0563 0.71697 1.15938 0.387076 1.34074 0.235797 1.94513 0.993892 0.796032 0.653818 0.352486 0.772305 0.6673 0.538223 0.366161 1.40557 1.19331 1.09392 0.847462 0.800358 0.951237 0.877102
internal_count=3121 943 2178 1930 493 716 222 85 494 227 248 82 467 67 460 182 158 114 71 166 134 112 91 1437 435 403 380 373 278 269
is_linear=0
shrinkage=0.00119516


Tree=512
num_leaves=31
num_cat=0
split_feature=1 0 3 47 4 48 50 1 42 128 52 124 14 48 16 4 4 52 2 133 15 52 2 43 2 43 3 52 4 4
split_gain=0.177881 0.191928 0.136897 0.135806 0.22712 0.157156 0.179403 0.134038 0.126777 0.117361 0.116169 0.185966 0.114917 0.113539 0.157336 0.219706 0.112849 0.128767 0.112077 0.102298 0.196589 0.159518 0.0979286 0.0965064 0.0837377 0.0808831 0.149237 0.0744838 0.073398 0.108376
threshold=0.090405000000000013 -0.060129999999999996 0.16158000000000003 0.092530000000000015 -0.087894999999999987 0.12879500000000002 0.11392500000000001 1.0000000180025095e-35 0.092620000000000022 0.086435000000000012 -0.07167999999999998 -1.0000000180025095e-35 0.062655000000000016 0.086260000000000017 -0.087989999999999985 0.033845000000000007 -0.49405499999999997 0.10347000000000002 0.10222000000000002 0.083950000000000011 0.083935000000000023 0.084505000000000011 1.0000000180025095e-35 -0.074359999999999996 -1.0000000180025095e-35 -0.077044999999999988 -0.10519499999999998 0.0046550000000000003 0.0061450000000000003 -0.00099499999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 24 6 9 19 16 10 11 -6 13 14 -9 27 17 -3 -13 22 -21 -22 -1 25 -2 26 -5 -16 29 -12
right_child=2 8 -4 23 5 -7 -8 12 -10 -11 28 18 -14 -15 15 -17 -18 -19 -20 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010310924119642372 0.00083801858072016211 -0.0013603121619490924 0.00082442955039180245 0.0011729098707202151 0.0013564778521667458 -0.00071418265936637948 -0.00098297644772282603 0.00098158539017585613 -0.00094851904271488761 -0.0006985208617516466 0.00074327064684172339 -0.0010824501888091617 -0.0013532299307833827 -0.00092203482755293619 -0.0011562698978485211 0.0013767831279142687 0.00053267723238954311 0.00058063254777092116 0.00025352825911474988 -0.001170439186505508 0.00096147476330821061 -0.0013481601700210924 -0.00129094260675004 -0.00069762381259907112 -0.0012130412520848575 0.00094456269511856029 -0.00073797701215865474 0.00069241459938930265 0.0011155747570154699 -0.0011294291747139117
leaf_weight=0.034605731256306838 0.041983641334809363 0.13967791911272787 0.41877101111458603 0.099645490059629083 0.17952434727340005 0.23730066063581023 0.14901151071535412 0.29967571822635364 0.17449643481813826 0.12778615536808491 0.29526100294606294 0.18184753142122723 0.13206002138031181 0.19400783869787119 0.26029824873694429 0.10536895925179124 0.81321090378332872 0.11122833506669849 0.30379527187324129 0.30497132219170453 0.21536255497630918 0.072378317905531731 0.66839001842890866 0.67572161321004365 0.25553888450667761 0.14064964681165293 0.28811683584353887 0.046540185168851167 0.81014416643301956 0.069080052373465373
leaf_count=2 22 53 146 11 68 19 59 52 77 43 117 43 73 31 139 7 96 11 37 445 54 157 779 127 120 11 54 24 228 16
internal_value=0 -0.000313387 9.35521e-05 1.41648e-05 0.000184404 0.000324462 0.000440917 -0.000540673 0.00011484 0.000548761 0.0006354 0.000185969 -0.000180271 -9.27749e-06 0.000239474 -0.000300042 0.000289213 -0.000499879 -0.000246725 -0.00082938 -0.000417508 0.000380509 -0.00117664 -0.000360671 -0.000923615 7.02179e-05 -0.000246926 -0.000875868 0.000889934 0.000388202
internal_weight=0 3.57227 4.27418 3.85541 2.65127 2.35375 2.11645 2.33366 1.23861 1.96744 1.83965 0.665167 1.03795 0.905891 0.711883 0.412207 1.06412 0.250906 0.485643 1.29571 0.592712 0.287741 0.702996 1.20413 0.297523 0.528412 0.387762 0.306838 1.17449 0.364341
internal_count=3121 2000 1121 975 772 630 611 1763 237 552 509 148 326 253 222 170 160 64 80 1437 656 211 781 203 142 76 65 163 361 133
is_linear=0
shrinkage=0.00134594


Tree=513
num_leaves=31
num_cat=0
split_feature=1 47 12 0 1 50 4 48 51 42 52 4 15 14 52 52 2 1 15 151 4 160 133 15 133 1429 42 3 43 16
split_gain=0.222114 0.157869 0.165947 0.149993 0.172333 0.142213 0.14646 0.140866 0.120112 0.131803 0.123111 0.147227 0.119522 0.109563 0.103989 0.102289 0.12255 0.164679 0.107693 0.102861 0.0901277 0.102898 0.0885698 0.182605 0.146617 0.0904577 0.0812914 0.100269 0.118388 0.1287
threshold=0.10089500000000001 0.087885000000000019 -1.0000000180025095e-35 -0.060129999999999996 1.0000000180025095e-35 0.11610000000000001 -0.17966999999999997 0.12879500000000002 -0.097539999999999974 0.093505000000000019 0.11434500000000002 -0.49405499999999997 0.090615000000000015 -0.46885499999999997 0.10160000000000001 0.19022000000000003 0.089775000000000008 0.080000000000000016 0.088345000000000021 -0.082774999999999987 0.27834500000000006 0.032695000000000009 0.083950000000000011 0.083935000000000023 0.091935000000000003 0.086185000000000012 -0.098769999999999983 -0.075944999999999985 -0.074359999999999996 -0.061854999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 22 6 -4 13 -5 10 11 14 15 -8 -10 16 17 -6 19 -19 21 -15 25 -24 -25 -1 -3 -28 -29 -30
right_child=1 26 5 8 12 -7 7 -9 9 -11 -12 -13 -14 20 -16 -17 -18 18 -20 -21 -22 -23 23 24 -26 -27 27 28 29 -31
leaf_value=-0.0012395659264045585 0.0011263972436659471 0.00062515831436055441 -0.0010613789416319601 -0.0012978651080215262 0.0010348555452175325 -0.0013055386684664762 -0.00049053706102449729 -0.00050502784535477665 -0.0012788634034721184 -0.00080445054679576986 -0.00061549312403199599 0.00080529639569265469 -0.0012976069282524699 0.00014254789001220451 0.00060402131654453261 -0.0013130876275315431 0.00040864146467461433 5.6822684017813886e-05 0.00055023706897649159 -0.0009886192660016229 0.0012377423537870927 0.0012868779044989376 -0.0011544176061211065 0.0010927932130790608 -0.00084341267010484692 0.00097207099447958951 -0.0010225184794533206 0.00083598653784188012 2.008805403833341e-05 -0.0011980141253164656
leaf_weight=0.62641262637771455 0.41040212906955309 0.17891428666189302 0.1213856523681901 0.098623390520515275 0.13476236540009245 0.097882298985496052 0.13676302460953604 0.23111627204343665 0.11116479628253706 0.19340289801039023 0.18428266487899236 0.7432814946223516 0.15067614555300668 0.48605895583750636 0.087910877540707588 0.10914865310769517 0.67334742081584398 0.22125181976298303 0.13895079052599613 0.54671299349865909 0.38600080908508971 0.18028986689751036 0.28519113736547297 0.16507263660605531 0.10845950591465225 0.03255944765987806 0.25753584079211567 0.17841387202497561 0.48277182813035313 0.20758528730948467
leaf_count=769 236 8 68 76 26 24 10 19 43 67 22 70 187 78 3 40 71 47 62 190 120 26 445 21 190 12 62 22 66 41
internal_value=0 0.000166785 0.000390707 -0.000270719 -0.000426253 0.000206548 0.000302555 0.000419129 7.92926e-05 0.000182183 0.000351552 0.000540663 -0.000190235 0.000598749 -0.00044739 -9.87666e-05 -2.14841e-05 -0.00029952 -0.0004978 -0.000687426 0.000740312 0.000452162 -0.000809024 -0.000430115 0.000325059 -0.00113029 -0.000184893 -0.00031357 -0.000103411 -0.000346186
internal_weight=0 3.35512 2.0499 4.61121 3.19255 1.6395 1.54161 1.42023 1.41867 1.32004 1.12664 0.942357 1.97485 1.18911 0.199076 1.82417 1.71503 1.04168 0.906916 0.767965 1.05235 0.666349 1.2177 0.558723 0.273532 0.658972 1.30522 1.12631 0.868771 0.690357
internal_count=3121 780 581 2341 2060 345 321 253 281 205 138 116 623 234 46 436 396 325 299 237 224 104 1437 656 211 781 199 191 129 107
is_linear=0
shrinkage=0.00129368


Tree=514
num_leaves=31
num_cat=0
split_feature=1 0 47 12 4 4 52 50 1 2 48 128 4 52 1 16 160 160 150 16 48 4 16 457 2 2 1446 52 457 4
split_gain=0.183991 0.190952 0.154821 0.161399 0.146938 0.134753 0.133231 0.130038 0.123487 0.112822 0.116671 0.17279 0.111233 0.105606 0.104092 0.103183 0.211932 0.0892168 0.0877755 0.108041 0.106568 0.0966288 0.0876822 0.0834131 0.0946772 0.0929216 0.0776471 0.0763192 0.0751037 0.0747114
threshold=0.090405000000000013 -0.060129999999999996 0.087885000000000019 -0.010834999999999999 -0.49405499999999997 -0.17966999999999997 0.10347000000000002 0.11392500000000001 1.0000000180025095e-35 0.13404500000000005 0.12879500000000002 0.086435000000000012 0.0067750000000000006 -0.07167999999999998 0.10124500000000002 -0.087989999999999985 0.086870000000000017 -0.24498999999999996 -1.0000000180025095e-35 -0.056919999999999991 0.11454000000000002 0.071150000000000005 -0.51370499999999997 0.088350000000000026 0.084055000000000005 0.083995000000000014 0.089705000000000021 0.0046550000000000003 0.091495000000000007 0.0033150000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 26 6 -5 -3 9 22 10 11 13 15 14 -7 16 -10 -15 -4 20 -20 -21 -1 24 25 -24 -2 -17 -25 -19
right_child=2 4 18 5 -6 7 -8 -9 12 -11 -12 -13 -14 17 -16 27 -18 29 19 21 -22 -23 23 28 -26 -27 -28 -29 -30 -31
leaf_value=0.00027287457819283946 0.0010727786743882437 -0.0012640433737090436 -0.0010668636377396256 -0.0010384743940598784 0.00043325669418851936 -0.0010127761337285106 0.00028693776320134053 -0.0012512697538271697 0.00071854300538605129 0.00125217439373571 -0.00072151299443115331 -0.001265054359559602 0.00062660733609248669 -0.00088100467156919653 0.00033732076987798423 -0.0011154937182951804 -0.0012624209844334354 0.00032617639264655873 -0.0001153645409934532 -0.001104170113772388 0.0008936234904000505 2.8212771279189303e-05 -0.0008225528670627656 0.0010892067738389579 -0.0012487669061586144 0.0012196510483609049 -0.00071926415909394684 0.00065512551838411244 -0.00074293799830952212 0.0011071651929291516
leaf_weight=0.10937531542731482 0.47631049131450742 0.1839426595979603 0.16150741721503425 0.13692615594482083 0.78070821582514305 0.12353712749609236 0.1602262944506947 0.086119766019692068 0.24755111683043651 0.17795432021375734 0.18445482061360952 0.097454116141307057 0.21018518242635764 0.051455197361064853 0.30951187130995095 0.30058565383660596 0.12600383081007749 0.30693705568410246 0.51813350482552767 0.24310174678976171 0.23536945981322788 0.22374976461287588 0.11128773738164488 0.056636141409398988 0.69071985577465966 0.049892404102138244 0.040567465825006366 0.043026431376347318 0.088883698263089173 0.49450758908642456
leaf_count=19 268 59 22 94 160 22 18 52 62 68 13 41 49 35 47 176 14 104 71 99 48 18 114 7 1244 10 6 25 43 113
internal_value=0 -0.000276234 0.000128249 0.000313741 0.000134869 0.000151397 -0.000541991 0.000240333 -0.000503573 0.000313913 0.000207419 0.000331277 -0.000168872 0.000452253 -4.78252e-05 -0.000402009 5.0344e-05 0.000706161 -0.00020542 -9.14125e-05 0.00019981 -0.000561449 -0.000784009 -0.000899905 -0.00104852 -0.0001904 0.000932129 -0.00089378 -2.98695e-05 0.000808062
internal_weight=0 3.15902 3.8676 2.48574 1.12488 1.96886 0.344169 1.83193 2.03415 1.74581 1.56786 1.3834 0.927352 1.28595 0.433049 0.717167 0.373555 0.8529 1.38186 1.22035 0.753503 0.466852 1.1068 0.99742 0.8519 0.16118 0.516878 0.343612 0.14552 0.801445
internal_count=3121 2000 1121 863 237 589 77 495 1763 443 375 362 326 321 69 277 76 252 258 236 119 117 1437 1418 1368 124 274 201 50 217
is_linear=0
shrinkage=0.00124344


Tree=515
num_leaves=31
num_cat=0
split_feature=1 0 1 12 40 4 52 52 1447 14 0 43 48 4 1212 9 2 2 52 0 16 457 2 42 151 47 4 474 457 1
split_gain=0.162069 0.121413 0.152869 0.118509 0.135909 0.111549 0.127764 0.126785 0.102625 0.0947395 0.115064 0.12386 0.110132 0.156054 0.097219 0.0965651 0.0892229 0.115558 0.0862009 0.100921 0.0740684 0.103502 0.0733709 0.0739152 0.0703979 0.073271 0.0888528 0.0681804 0.0661013 0.0657969
threshold=0.10060500000000001 -0.060129999999999996 1.0000000180025095e-35 -0.064509999999999984 0.57330500000000006 -0.49405499999999997 0.10347000000000002 0.11434500000000002 -1.0000000180025095e-35 0.062655000000000016 -0.10607499999999999 -0.17390999999999998 0.086260000000000017 0.0052350000000000009 -0.47386499999999993 -0.036024999999999995 0.084055000000000005 0.083995000000000014 -0.43320999999999993 -1.0000000180025095e-35 -0.51370499999999997 0.088350000000000026 0.10912000000000001 0.089390000000000011 -0.50825999999999982 0.13148500000000005 -0.064804999999999988 0.087035000000000015 0.09228500000000002 0.12500000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 16 4 -2 6 -3 22 -5 10 12 -12 -4 -14 -13 -16 17 27 -10 24 -18 -22 -7 -24 -20 26 -26 -1 -23 -28
right_child=3 5 9 8 -6 7 -8 -9 18 -11 11 14 13 -15 15 -17 20 -19 19 -21 21 28 23 -25 25 -27 29 -29 -30 -31
leaf_value=-0.001224863090745343 0.0010122615979530202 -0.001217616770034685 0.00059472446687578796 -0.0012290164122252302 -0.0012517400390229803 0.00072759251499780438 0.00030678755459859452 -0.00081942770817341245 -0.0012243741071124672 -0.0012254162229112327 0.00067870929368802171 0.00085933195331468811 -0.0010732431688171438 0.00044437497724691217 0.0012406367698376264 -0.0011008781658991668 0.00010566940450455083 0.0012593120151303248 -0.0012257808264668981 0.001079386761338622 -0.0012240865687320368 0.00099920639314123624 0.00054617113852089498 -0.0012465978300693567 -0.00074153012922685243 -0.00043292743845392849 0.00017453545005585841 0.001245222167506662 -0.00074403710160290113 0.00082214434562516187
leaf_weight=0.086242356199364378 0.36239231208310263 0.1746162216149969 0.50210643981699821 0.089499761001207712 0.044212059583514929 0.56679940252797656 0.15356173100008164 0.12053881296742475 0.070177160836465968 0.11102931981440622 0.11068746226374049 0.049619471305049734 0.18786088161868975 0.21701079525519162 0.028043215439538249 0.39278236347308892 0.097500491596292926 0.070777509805338923 0.060268121480477777 0.15990712074562718 0.64590164359833557 0.053704507765360177 0.075662859235308133 0.06233344336214941 0.12951051653362911 0.30343193298904214 1.0772314152563902 0.020567281171679497 0.081202379602473229 0.29754618025617685
leaf_count=114 249 82 73 28 3 67 18 35 95 81 21 6 21 24 6 386 19 10 15 56 1244 8 27 51 20 38 191 1 41 91
internal_value=0 -0.000233349 -0.000376817 0.000161724 0.000766086 9.68706e-05 -0.000504314 0.00033592 4.93915e-05 -0.000139124 -5.80744e-05 -0.000481559 0.000213267 -0.000259801 -0.00075455 -0.000944843 -0.000736801 5.12803e-05 0.000103926 0.000149893 -0.000896145 -0.00102124 0.000533515 -0.000263629 7.03246e-05 0.000113536 0.000223764 -0.000749223 -5.00767e-05 0.000314699
internal_weight=0 3.80855 2.65504 2.59418 0.406604 1.15351 0.328178 0.825335 2.18757 1.59914 1.48811 0.581133 0.906978 0.404872 0.470445 0.420826 1.0559 0.177587 2.09807 2.0279 0.878309 0.780809 0.704796 0.137996 1.86799 1.80772 1.50429 0.10681 0.134907 1.37478
internal_count=3121 2335 2055 786 252 280 100 180 534 618 537 419 118 45 398 392 1437 125 506 411 1312 1293 145 78 355 340 302 115 49 282
is_linear=0
shrinkage=0.00121906


Tree=516
num_leaves=31
num_cat=0
split_feature=1 0 150 12 124 3 51 150 4 52 4 48 2 47 14 4 47 52 159 2 3 1 2 403 16 133 133 15 133 52
split_gain=0.327613 0.200362 0.19341 0.156457 0.160039 0.154053 0.153073 0.150357 0.141713 0.154662 0.130631 0.1938 0.156098 0.123771 0.172858 0.120428 0.102239 0.0991789 0.0983329 0.17775 0.120311 0.0950042 0.129278 0.125456 0.0871895 0.0829697 0.158254 0.0994363 0.116107 0.0741566
threshold=0.094385000000000011 -0.060129999999999996 0.080470000000000014 -1.0000000180025095e-35 -0.088289999999999993 0.013900000000000001 0.08955500000000001 0.15024000000000001 -0.49405499999999997 0.10347000000000002 -0.0039549999999999993 0.11951500000000001 0.11474000000000002 0.093140000000000014 -0.46596499999999991 0.09173000000000002 0.096850000000000006 -0.085984999999999992 0.092630000000000018 0.10731 -0.116045 0.077845000000000011 0.081135000000000013 0.03138500000000001 -0.5224049999999999 0.083950000000000011 0.084415000000000018 0.091295000000000015 0.091935000000000003 -0.077024999999999996
decision_type=2 2 2 2 2 2 2 2 2 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 -2 21 17 -4 9 -3 12 13 -5 14 -12 -15 -6 -7 19 -10 -21 25 23 24 -23 -1 -27 -28 -29 -19
right_child=2 8 7 10 16 6 -8 -9 18 -11 11 -13 -14 15 -16 -17 -18 29 -20 20 -22 22 -24 -25 -26 26 27 28 -30 -31
leaf_value=-0.0013781160008007466 -0.00067983116399537326 -0.0013930510607963464 0.00095791526383734015 -0.0012808035490546135 0.0013692916076330571 -0.00071438724250833397 -0.0010615713689242135 -0.0004662067088066548 0.0010402272896747719 0.00028302682167046346 -0.00054198949877641144 -0.001117866785468517 0.00010480373988020374 -0.0013841459064688933 0.00090286372781363993 8.0752806230976635e-05 0.00025391097135978025 0.0011582360959028709 -0.00057499412619626048 0.00049200470052062142 -0.0013878522896863573 0.0013275921270201726 0.00033615086903994278 0.00016976576798694921 -0.0013797162039623054 0.0012176068772213927 -0.0013765040078318872 0.0010497001192636254 -0.0013784701560614959 0.0001148919119526083
leaf_weight=0.61349630162294555 0.16028259891027119 0.21691718412330374 0.81299102294724424 0.36526068438252024 0.3379839440895015 0.17292068494134583 0.24166714592138305 0.16872599883936346 0.51918169757118426 0.19892055445234291 0.20536956202704482 0.23673654615413409 0.26399388612480834 0.13792247168021277 0.65000308491289527 0.45372346631484106 0.28592160527477972 0.19539191573858261 0.17033603732124902 0.14301255624741316 0.11638768991542747 0.023823512980015948 0.28005103448231239 0.17546270639286377 0.38066224615613453 0.074495661989203654 0.31477477103908313 0.084244747355114669 0.06634466190735111 0.3744558453618082
leaf_count=778 22 64 217 208 159 22 26 10 41 18 23 32 36 50 112 33 41 7 28 5 92 5 61 43 285 8 541 16 96 42
internal_value=0 -0.000359054 0.000182166 1.38587e-05 0.000543788 -0.000557568 -0.000112498 0.000713154 7.69968e-05 -0.000591281 -0.000165805 3.36455e-05 -0.000699494 0.000222036 0.000555964 -0.000260739 0.000858138 0.000196292 0.000369851 0.000576562 -0.000351449 -0.000775186 -0.000429827 -0.00079971 -0.00122026 -0.0010327 -0.000640175 -0.000937569 -2.00706e-05 0.000472638
internal_weight=0 4.36255 4.07891 3.0972 0.784188 2.99779 0.984436 0.981717 1.36476 0.415838 2.31301 1.68376 0.629255 1.44702 0.855373 0.591646 0.623906 0.742768 0.948918 0.778582 0.2594 2.01336 0.86 0.579948 0.404486 1.15336 0.53986 0.465364 0.150589 0.569848
internal_count=3121 2178 943 716 222 1930 97 227 248 82 494 250 244 218 135 83 200 71 166 138 97 1833 394 333 290 1439 661 653 112 49
is_linear=0
shrinkage=0.00137286


Tree=517
num_leaves=31
num_cat=0
split_feature=3 39 457 484 3 15 42 1213 13 2 3 13 15 13 11 1 4 1 49 0 0 12 132 159 48 47 49 457 2 147
split_gain=0.186284 0.163581 0.139527 0.163168 0.173874 0.155506 0.133231 0.114152 0.129418 0.111136 0.16841 0.160629 0.104589 0.156179 0.10301 0.121076 0.115682 0.0917201 0.0885685 0.0883278 0.149797 0.156716 0.0973191 0.102072 0.0867967 0.121468 0.0886386 0.0774076 0.0715214 0.065685
threshold=0.30112000000000005 0.0046100000000000004 0.080930000000000016 -1.0000000180025095e-35 -0.10519499999999998 0.079055000000000014 -0.0060199999999999993 -1.0000000180025095e-35 -0.094514999999999988 0.11411 0.090900000000000009 0.066795000000000007 -0.062284999999999993 -0.036034999999999991 0.081790000000000015 0.077845000000000011 0.50822500000000004 0.09253500000000002 -0.49452999999999997 -0.053834999999999994 -0.057069999999999989 0.084100000000000022 0.12527000000000002 -0.50206999999999991 0.085845000000000019 0.078875000000000015 0.10595500000000001 0.084515000000000021 0.10774000000000002 0.15831500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 29 5 14 -3 -6 -9 10 11 18 17 -14 15 -5 -16 -8 -4 20 21 24 23 -23 25 -10 -26 -20 -7 -1
right_child=-2 6 9 4 7 28 12 8 19 -11 -12 -13 13 -15 16 -17 -18 -19 27 -21 -22 22 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.0013774956822777242 0.00091762684488948558 -0.00029215767347283498 0.00087856697699205551 0.00016034847104569438 -0.0013770242408946377 -0.0011112828686267863 -0.0013769561690817344 0.00018561011839841104 0.00030356532143163819 -0.00082856467683573335 0.00098634905424357672 0.0010357232525988382 -0.00084365309679304134 0.0012753709948242734 -0.00067976082300413225 0.001229081362175616 0.0013801687414760927 0.0013329510259692053 0.00052011112698396498 -0.0011492681902427093 0.0011803367980258372 0.00091612299693561382 0.00069274812818824905 -0.0012341383586522805 -0.0012188897735137579 -0.00090004700491910479 -3.3944938635676202e-05 -0.001304208306939501 0.00044641936639557022 0.0013969155010290304
leaf_weight=0.3242575907788704 0.32368257685448032 0.38201420860423241 0.058374279644340277 0.4444897296198167 0.22117106537189135 0.22793657529109612 0.025100113591179252 0.66004169767256815 0.73031881076167404 0.16572433721739799 0.46216400363482535 0.14844813854142558 0.15397546894382685 0.11415690591093131 0.2611632154439576 0.36291125306161121 0.063967411173507571 0.37876513750234153 0.053580562438582779 0.33805368652974888 0.10804237620322954 0.044293659913821171 0.0616253408807097 0.68627123742771601 0.25960798806045204 0.20166863204212859 0.2196501525468193 0.2410452925687423 0.073458686587400734 0.016922792419791222
leaf_count=456 132 68 3 42 424 80 10 78 117 17 44 24 30 37 105 54 14 198 12 124 10 25 25 827 30 24 19 82 9 1
internal_value=0 -0.000146131 -0.000228245 -0.000321508 -0.000258396 0.000144756 0.00035521 -0.000422127 -0.000358313 0.000209923 0.000388524 -0.000162466 0.000723223 5.85178e-05 0.000377983 0.000640723 -0.000274483 0.00116453 -0.000666345 -0.000493813 -0.000397953 -0.000475342 -0.000964016 -0.00110377 -0.000201029 4.3121e-05 -0.000675814 -0.000972438 -0.000731626 -0.00123988
internal_weight=0 7.4892 6.43519 5.30585 4.96467 1.43393 1.05401 3.53074 3.30957 1.12934 0.963612 0.501448 0.671998 0.268132 1.13253 0.807401 0.325131 0.403865 0.353 2.64953 2.31148 2.20344 0.79219 0.730565 1.41125 0.931987 0.479258 0.294626 0.301395 0.34118
internal_count=3121 2989 2646 2464 2007 304 343 1703 1279 182 165 121 275 67 215 96 119 208 97 1201 1077 1067 877 852 190 141 49 94 89 457
is_linear=0
shrinkage=0.00137286


Tree=518
num_leaves=31
num_cat=0
split_feature=1 12 40 3 3 52 47 16 151 42 11 376 9 133 0 1 157 4 52 160 151 42 0 43 3 15 13 40 16 16
split_gain=0.269337 0.191638 0.264556 0.12668 0.140622 0.149972 0.12436 0.139941 0.116014 0.126637 0.111796 0.110944 0.107204 0.106645 0.102973 0.190271 0.0977168 0.0958299 0.0887713 0.0850765 0.083453 0.0757494 0.0748413 0.0753752 0.120339 0.114648 0.109606 0.0687111 0.0675233 0.0671424
threshold=0.10060500000000001 -0.064509999999999984 0.57330500000000006 -0.12018999999999998 0.090900000000000009 0.11434500000000002 0.096475000000000019 -0.072804999999999981 -0.27559499999999998 -0.098769999999999983 0.081790000000000015 0.089985000000000023 -0.036024999999999995 0.0068000000000000014 -0.077999999999999986 0.083135000000000014 -0.056799999999999996 -0.036839999999999991 -0.083374999999999991 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.085499999999999979 -0.24955499999999997 -0.080084999999999976 -0.0080949999999999998 0.040760000000000005 -0.0034749999999999994 -0.083709999999999993 -0.087874999999999981 -0.088159999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 11 18 7 8 -3 -10 13 12 -5 14 15 -1 17 -9 -6 -11 -18 -8 -14 24 25 27 -27 -24 -20 -25
right_child=1 6 -4 4 5 -7 21 16 9 19 -12 -13 22 -15 -16 -17 20 -19 28 -21 -22 -23 23 29 -26 26 -28 -29 -30 -31
leaf_value=-0.0010942879257691922 0.00090637751274717261 -0.0010026711193330757 -0.0011355468984872356 0.0011035623382494436 -0.00063654327429398699 -0.001104690844917736 0.00021035023775767714 -0.00038354729147246794 -0.00083240986498151761 -0.00026950178458774135 -0.00099331354896080347 0.00082222107483979781 0.0011121987295992085 -0.00067607539385354661 0.0005610678635052359 0.00092581181844256352 0.00028462177696485886 0.0009010149171285967 -0.00014308291035621239 0.00082810282590365216 -0.00064409590674263488 -0.00061568802523949027 0.00010531085902303262 -0.00065738695659571316 0.00089216972714133353 0.0003186105056052116 -0.00076230411759656172 -0.0009858228377375071 0.0006013062480489487 -0.0010670888754319647
leaf_weight=0.14612849883269519 0.40909946510510087 0.068435667082667351 0.090865483507514 0.038370791095076906 0.18367124049109407 0.17097907623974606 0.1528878262033686 0.13171695033088326 0.076712492271326482 0.099294094485230744 0.14939764773589559 0.057511084945872315 0.025996565818787398 0.19615938398055732 0.41164909160579544 0.087261772016063333 0.13858424936188418 0.14079296390991691 0.28598019515629858 0.49664075809414532 0.62331301980884657 0.87220652459654935 0.075548686552792677 0.90883200168900735 0.066515081096441775 0.24225967581151053 0.20123955828603357 0.64495591745071568 0.28518767532659683 0.96789099914167076
leaf_count=37 249 7 3 10 45 24 11 42 7 33 50 6 1 45 45 15 22 41 21 139 106 126 20 382 14 71 115 477 26 931
internal_value=0 -8.20736e-05 0.000535271 -0.000478253 -0.000561187 -0.000189268 -0.000192283 -1.89567e-05 0.00034009 0.000476704 -0.000130399 -0.000667819 -0.000694838 2.28553e-05 0.000235403 -0.000338997 -0.000276189 0.000280125 1.80854e-05 0.000645221 -0.000475168 -0.000492488 -0.000716862 -0.000732165 -0.000523952 -0.000604874 -0.000171859 -0.000871412 0.000228595 -0.000868684
internal_weight=0 3.30055 0.499965 5.14553 4.15494 0.925818 2.80058 1.77549 0.741083 0.672647 0.990596 3.22912 3.17161 0.841199 0.645039 0.23339 1.03441 0.27251 0.754839 0.595935 0.761897 1.02509 3.13324 3.10724 1.23052 1.164 0.443499 0.720505 0.571168 1.87672
internal_count=3121 786 252 2335 2143 116 534 397 186 179 192 2027 2021 142 97 52 211 83 92 172 128 137 2011 2010 697 683 186 497 47 1313
is_linear=0
shrinkage=0.00108249


Tree=519
num_leaves=31
num_cat=0
split_feature=4 12 151 3 132 151 133 13 160 16 14 47 15 15 52 52 456 1 4 51 1 4 0 0 3 1375 48 402 16 16
split_gain=0.246761 0.181777 0.165476 0.164787 0.14065 0.140022 0.126004 0.171984 0.126647 0.142597 0.123832 0.124647 0.12268 0.0990619 0.105839 0.164873 0.0943594 0.0870279 0.0887195 0.0779133 0.0711156 0.144731 0.070928 0.219022 0.0774002 0.0692731 0.0637907 0.0587337 0.0648813 0.0774251
threshold=0.27834500000000006 0.084100000000000022 -0.27559499999999998 0.10732000000000001 0.081465000000000024 -0.086654999999999982 -0.0061299999999999992 -1.0000000180025095e-35 -0.082179999999999989 -0.43320999999999993 -0.46885499999999997 0.096475000000000019 0.15614500000000003 0.035560000000000008 0.19022000000000003 0.077655000000000016 1.0000000180025095e-35 0.095285000000000022 0.033845000000000007 0.13831000000000002 0.077845000000000011 -0.080364999999999978 -0.060129999999999996 -0.053834999999999994 -0.10831999999999999 -1.0000000180025095e-35 0.091545000000000015 -0.50169499999999989 -0.088159999999999988 -0.088394999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 12 5 16 -7 8 -8 -10 -4 19 22 14 15 17 -1 25 -19 -12 21 -11 27 -24 26 -9 -25 -3 29 -29
right_child=2 3 10 -5 -6 6 7 13 9 20 11 -13 -14 -15 -16 -17 -18 18 -20 -21 -22 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=0.00082746914076384476 -0.001204328039107513 0.00025558568354883045 -0.00051760237792817805 0.00020741127630200871 0.00060027636382927406 -0.0011750234195875126 -0.0010341358108236251 -0.00016053905057803876 -0.00085298326997900289 0.0010684673103057902 0.0012606338561344276 -9.3544617836850661e-05 0.00017482257807379314 -0.0011736692393682941 -0.0012838597402864711 0.00074554031736162661 -0.00052669999284820344 0.00039543970931751773 -0.00061662966306811587 -0.00047510816158023239 0.0011454770402909399 -0.0010793713875565424 0.0008939866109624609 -0.00075004412050360455 -0.0012652978652212042 -0.00095055845671291857 0.00044266385961899723 -0.00083135508729449703 -0.0012079502045702179 0.00083365064487375164
leaf_weight=0.25950062743504609 0.11264974810183048 0.062346374674236205 0.1741201577387983 0.31422737427055825 0.28181549347937096 0.31834967770555644 0.11186199044459499 0.25680149300024091 0.112375334254466 0.12024793656019028 0.39167498824826896 0.22011420951457694 0.21124257400515478 0.31273452332243312 0.19481896411161859 0.21297400328330685 0.12154202243254986 0.30602191379875876 0.2557960320264101 0.046543425472918898 0.2822682080877712 0.08696669558412562 0.14620333525817841 0.24996853653283324 0.3240040800374121 0.58587258144688881 0.10139363363850862 0.83825979466200806 1.0524823476880538 0.047470652469202013
leaf_count=63 15 22 43 25 64 107 35 15 17 24 245 32 27 56 34 14 51 38 18 5 113 42 27 90 114 89 10 429 1245 12
internal_value=0 -0.000451131 0.000238348 -0.000666892 -0.00026205 -0.000330735 -0.000418391 -0.000333538 0.000205134 0.000435467 0.000433574 0.000685148 -0.000757461 -0.00051446 -0.000400704 -0.000294331 0.000395527 -0.000452015 -6.53561e-05 0.00107628 0.000731268 0.000167033 -0.000827245 -0.000513483 -0.000818172 -0.000709803 -0.000405861 -0.000956097 -0.000995073 -0.000742119
internal_weight=0 7.16755 0.945103 3.3476 3.81995 3.53813 3.15709 2.83874 0.71372 0.601858 0.832453 0.658333 3.03337 2.12502 1.81228 1.61747 0.381043 1.40449 0.561818 0.438218 0.489483 0.207215 2.82213 0.82157 0.675366 0.842674 0.351362 2.00056 1.93821 0.88573
internal_count=3121 2781 340 2001 780 716 602 495 231 196 325 282 1976 264 208 174 114 160 56 250 179 66 1949 241 214 104 100 1708 1686 441
is_linear=0
shrinkage=0.00126831


Tree=520
num_leaves=31
num_cat=0
split_feature=15 50 49 1 1374 13 12 49 3 475 52 52 48 43 49 1374 151 1 47 130 2 13 15 1 159 16 484 484 1429 159
split_gain=0.297226 0.215473 0.202933 0.221292 0.24011 0.209693 0.192781 0.228717 0.170034 0.157528 0.180454 0.212075 0.146277 0.143477 0.122623 0.125252 0.121744 0.120272 0.248624 0.120027 0.116932 0.104737 0.170648 0.105962 0.109696 0.0981703 0.0913606 0.149856 0.0888136 0.0840807
threshold=-0.24436499999999997 0.11843500000000001 -0.043469999999999995 0.08592000000000001 0.092505000000000018 0.073000000000000023 0.084100000000000022 -0.006494999999999999 0.10732000000000001 -0.076304999999999984 0.077655000000000016 0.19022000000000003 0.08975000000000001 -0.17390999999999998 -0.24768999999999997 -0.094929999999999987 0.061780000000000009 0.095285000000000022 0.093140000000000014 -1.0000000180025095e-35 0.087195000000000009 -0.094514999999999988 0.090455000000000021 0.13146500000000003 -0.50206999999999991 0.15273500000000004 0.079595000000000013 0.085655000000000023 -1.0000000180025095e-35 -0.21548999999999999
decision_type=2 2 2 2 2 2 2 2 2 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 5 14 12 7 -4 13 -9 17 25 -2 19 -5 -16 -17 -11 -19 -8 -21 22 -15 24 -23 -12 -26 -28 -1 -13
right_child=2 -3 6 4 -6 -7 8 9 -10 10 11 29 -14 21 15 16 -18 18 -20 20 -22 23 -24 -25 26 -27 27 -29 -30 -31
leaf_value=-0.00044339507407567779 -0.0015296643404897111 -0.0010231292563638921 -0.0011179995314212466 -0.00069073687979862648 -0.0013233309808655038 0.0013342286265417343 -0.0012426452197819072 0.00098994938771587281 0.00046267824235251274 -0.00081063115404787257 0.0011872725772501327 0.00020195476438668853 4.3083063308663407e-05 -0.00087127835329238608 -0.00010984363204858618 0.0011780183594246967 -0.00013513367541918112 0.00087391691387824985 -0.00072488474236654678 0.0009775020224025684 -0.00076851496565687898 0.00069906593389257754 0.00084238459700483332 4.0026341981112237e-05 -0.0014721955251067117 -4.1568592874480391e-05 0.0009882549083973808 -0.0015253863976481125 0.0012370089673170259 -0.0015405380532010301
leaf_weight=0.081085099140182137 0.35413985473860465 0.13560300564859062 0.42871334752999279 0.14885922672692675 0.1596053362591191 0.11278948001563549 0.13585510785924271 0.37107200481114055 0.31156385061331082 0.76751961177796946 0.54401971968763951 0.11685773683711886 0.22043944272445515 0.44936177681665856 0.30979872884927351 1.0228967760194785 0.19277928385417897 0.41164849491906352 0.48882408125791699 0.269323826956679 0.13098032675043214 0.065626782743493206 0.18993910870631225 0.17221218394115556 1.1875789010882734 0.20589186390861869 0.097932774529908895 0.12283941915666219 0.66405720431066662 0.13965819668374024
leaf_count=3 112 21 75 16 24 9 36 69 20 176 97 17 21 97 21 192 30 59 45 36 52 29 20 9 1435 9 22 112 229 28
internal_value=0 0.000734324 -0.000187709 0.00017814 0.000453056 -0.000555351 -0.000327312 -8.14392e-05 -0.000599944 6.44772e-05 -6.39307e-05 0.000442945 -0.000926274 -0.000717277 0.00062239 0.000750528 0.000969782 -0.000369768 6.00292e-06 -1.15926e-05 0.000406202 -0.000882826 -0.000362142 -0.00108503 -0.00121648 0.000849888 -0.00130574 -0.000410355 0.00105415 -0.000746733
internal_weight=0 0.880745 9.12873 2.52131 1.83394 0.687369 6.60742 3.47421 3.13321 3.04549 2.67442 1.00643 0.574579 2.82165 1.67433 1.52547 1.21568 1.66799 0.900473 0.536159 0.400304 2.28549 0.639301 1.64619 1.47398 0.749912 1.40835 0.220772 0.745142 0.256516
internal_count=3121 253 2868 425 283 142 2443 575 1868 500 431 151 133 1848 259 243 222 280 104 124 88 1724 117 1607 1598 106 1569 134 232 45
is_linear=0
shrinkage=0.00151575


Tree=521
num_leaves=31
num_cat=0
split_feature=1 52 0 4 52 1 133 15 13 2 14 1 2 43 2 132 1212 151 9 159 2 52 0 48 51 160 4 43 4 4
split_gain=0.034059 0.0424446 0.0459657 0.0598044 0.063266 0.0549418 0.0495419 0.0815048 0.0484712 0.03822 0.0381547 0.0446905 0.0505602 0.0373902 0.0363988 0.0321946 0.0394931 0.0535138 0.0476945 0.0320605 0.0372472 0.0307617 0.037175 0.0333766 0.044137 0.0421799 0.0420604 0.0348044 0.0317082 0.0438917
threshold=0.10060500000000001 0.11434500000000002 -0.060129999999999996 -0.49405499999999997 0.10347000000000002 1.0000000180025095e-35 0.083950000000000011 0.083935000000000023 -0.075129999999999988 0.14753000000000002 0.062655000000000016 0.083835000000000007 0.089775000000000008 -0.20207499999999998 1.0000000180025095e-35 0.079970000000000013 -0.47386499999999993 -0.082774999999999987 -0.036024999999999995 0.092630000000000018 0.10912000000000001 -0.43320999999999993 1.0000000180025095e-35 0.12879500000000002 0.13529500000000003 0.079055000000000014 0.033845000000000007 -0.40263499999999991 -0.036839999999999991 0.015030000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 6 14 -8 -9 21 11 -7 15 -3 -1 16 -13 -18 -19 20 -5 -2 23 24 25 27 -25 -23 -29 -30
right_child=9 13 3 19 -6 10 7 8 -10 -11 -12 12 -14 -15 -16 -17 17 18 -20 -21 -22 22 -24 26 -26 -27 -28 28 29 -31
leaf_value=0.0034736603102998947 -0.0034467546227292516 0.0012502292176142986 -0.0034269158832803837 0.0025814825958635577 0.00172243099974884 0.0026631692958234646 -0.0028545209209684531 0.0029460901150835475 -0.0034420724522863681 0.002641749657372623 -0.0034463001473584959 0.0027796566058383714 0.0010389741581047535 -0.0031092702835580034 -0.0032047141230830099 0.0019659014202945712 0.00092878547182431042 0.0034819212202388122 -0.0032271972261990627 -0.00090368295791735064 -0.00071406956804627593 -0.0034543749849277488 0.0027433391845074319 0.00051575859854286539 -0.0032639115399128631 0.0028836375851843659 -0.0029327961689758482 -0.0023994709422077926 0.0029457554736736012 0.00026704975629910965
leaf_weight=0.010154237039387004 0.027361760794519685 0.029123539603460813 0.072516677628300386 0.21041138154396355 0.046150481794029474 0.073054012893408071 0.084090908299913281 0.077810203873013961 0.017130285044004268 0.078169011454519821 0.037206094988505356 0.023474027897464111 0.22597929448238574 0.11538700443907135 0.19286001330965519 0.036025960216647945 0.061003115437415545 0.013456531130941585 0.18079580727862776 0.05681569479565951 0.050210778900691366 0.028474597522290201 0.066014229700158467 0.078626229384099133 0.037768677684653085 0.08139780882447667 0.089263080299133435 0.043839752444909896 0.083467733031284519 0.54047399995397427
leaf_count=1 97 23 82 49 5 20 378 43 101 112 66 6 54 339 696 22 37 3 314 27 69 9 96 20 20 65 27 26 64 250
internal_value=0 -0.000452832 -0.000277955 0.000658003 -0.0014243 -0.000673076 -0.00170806 -0.000389692 0.00179346 0.000320523 -6.5682e-05 0.000139241 -0.000201745 -0.00223069 -0.00287068 -0.00109252 -0.00148782 -0.00188027 -0.00276243 0.00143643 0.00194657 0.000151998 0.000245838 7.81692e-05 0.000365581 0.000541856 -0.00131776 0.000268084 0.000426811 0.000625393
internal_weight=0 1.61366 1.46915 0.436105 0.118667 1.03304 0.382046 0.179031 0.0949405 1.15486 0.650995 0.613789 0.540735 0.144511 0.203014 0.314755 0.278729 0.255255 0.194252 0.317438 0.260622 1.07669 1.04933 0.983312 0.815423 0.777654 0.167889 0.696256 0.667781 0.623942
internal_count=3121 2335 1973 232 87 1741 1219 522 144 786 522 456 436 362 697 382 360 354 317 145 118 674 577 481 434 414 47 349 340 314
is_linear=0
shrinkage=0.00343802


Tree=522
num_leaves=31
num_cat=0
split_feature=1 0 150 4 43 15 50 474 49 52 150 39 52 3 16 1 47 124 16 47 47 15 4 3 1 4 16 150 49 151
split_gain=0.212325 0.186995 0.158088 0.137697 0.176552 0.136127 0.148951 0.139882 0.124573 0.124444 0.111577 0.111403 0.10679 0.134479 0.0943335 0.105383 0.130684 0.106234 0.0938078 0.0840001 0.137959 0.0971253 0.0945992 0.087456 0.0799933 0.112718 0.121536 0.116886 0.106863 0.105776
threshold=0.094385000000000011 -0.060129999999999996 0.080470000000000014 -0.49405499999999997 -0.52440999999999993 -0.24436499999999997 0.11843500000000001 -1.0000000180025095e-35 0.006170000000000001 0.084960000000000022 0.15024000000000001 0.16946000000000003 0.077655000000000016 0.090900000000000009 0.15891500000000003 0.14000500000000002 0.12033500000000001 -0.088289999999999993 -0.51370499999999997 0.11170500000000001 0.096300000000000011 1.0000000180025095e-35 0.04735000000000001 -0.077774999999999983 1.0000000180025095e-35 0.053925000000000008 -0.078844999999999985 0.087380000000000013 -0.0087849999999999977 0.15288500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 5 4 -3 6 7 -2 9 12 -4 14 13 18 15 16 17 -7 -1 20 21 23 -23 -19 29 26 27 28 -26 -20
right_child=2 3 10 -5 -6 11 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 19 24 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00051319484375380296 -0.0013308456071932033 0.00074611284922976371 0.00082725586154728972 0.00039383989031456062 -0.001070547586795476 -0.0010929621754903049 -0.00078758720755646124 0.0010176109630747711 -0.0012488241990119158 -0.0010733588531441061 -0.00031632147017351291 0.0012977181340101452 0.00067225449223662565 0.00025818839452137733 -0.00072662915146485966 0.001100750642349593 -0.00085955488497295842 -0.00040831047419232305 -0.0012749538444492481 0.0012278982784265761 -0.00076502918738924038 -0.0011554260686581991 0.00036016946380527297 0.00099153916328802356 0.0012257171689787837 0.0012274442037802783 -0.00098042213654042989 -0.0013076076844060474 -0.00023439732315266084 0.00054230689376117834
leaf_weight=0.12868915099534284 0.044780116528272629 0.12523413076996803 0.70304889229009848 0.88747095019061795 0.27507374201377388 0.12096308259060751 0.11559213820146397 0.45891853069770228 0.29401076953217842 0.35558721765846701 0.1705347909592092 0.080884754424914607 0.17969448617077421 0.45609255414456118 0.46015296762925562 0.11377342656487588 0.3386898825992829 0.090646255644970419 0.41047696608438922 0.10685876460047439 0.25129457232833374 0.11261309077963233 0.16090532287489623 0.34516878233989534 0.12500729341991246 0.063287655590102077 0.4604171318205772 0.094058422837406397 0.22714400333643425 0.058918680937495083
leaf_count=18 1 8 217 166 74 11 20 207 438 608 10 10 58 33 167 18 51 28 413 12 37 75 15 64 8 8 198 8 129 11
internal_value=0 -0.00028588 0.000132951 0.0001153 -0.000502215 -1.39529e-05 0.000510852 0.000808827 -0.000466939 -0.00037712 0.000604015 -0.000162905 -0.000264779 -0.000347967 -0.000219135 -7.68211e-05 -0.000164551 3.35139e-05 -0.000524283 0.000161161 4.24992e-05 0.000328581 -0.000263832 0.000700381 -0.000617044 -0.000409037 -0.000523273 -5.15674e-05 0.000283917 -0.00104685
internal_weight=0 4.14116 3.67483 1.28778 0.400308 2.80124 0.619291 0.503699 2.85338 2.55937 0.873584 2.18195 2.20379 2.02409 2.10107 1.64091 1.52714 1.18845 1.568 1.06749 0.960628 0.709333 0.273518 0.435815 1.43931 0.969915 0.906627 0.44621 0.352151 0.469396
internal_count=3121 2178 943 248 82 716 228 208 1930 1492 227 488 884 826 478 311 293 242 793 231 219 182 90 92 775 351 343 145 137 424
is_linear=0
shrinkage=0.00126831


Tree=523
num_leaves=31
num_cat=0
split_feature=4 457 0 4 151 474 13 150 31 43 160 47 1 0 13 3 52 52 130 403 1 12 3 16 16 1210 42 453 51 47
split_gain=0.221412 0.195964 0.201026 0.19155 0.185927 0.158243 0.154586 0.163164 0.166771 0.1635 0.156064 0.148183 0.14558 0.143217 0.138652 0.14157 0.168204 0.132327 0.12167 0.145058 0.118293 0.13086 0.128455 0.108948 0.107301 0.0844634 0.0821667 0.0808219 0.0966463 0.0998283
threshold=0.27287000000000006 0.080930000000000016 -0.019414999999999998 -0.49405499999999997 -0.27559499999999998 -1.0000000180025095e-35 -0.094514999999999988 -0.23067999999999997 -1.0000000180025095e-35 -0.074359999999999996 -0.082869999999999985 0.14029000000000003 0.08844500000000001 -0.23091999999999999 0.25761500000000009 -0.077774999999999983 -1.0000000180025095e-35 0.10347000000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088340000000000016 0.085885000000000017 0.12178000000000001 -0.43320999999999993 -0.51370499999999997 -0.080364999999999978 0.083795000000000022 1.0000000180025095e-35 0.11144500000000002 0.10954500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 17 -2 -6 12 -8 -9 10 -10 13 24 -11 15 16 25 -4 -18 -20 21 -3 -22 -17 -1 -12 -5 28 29 -7
right_child=4 20 3 26 5 27 7 8 9 11 14 -13 -14 -15 -16 23 18 -19 19 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0005749433617000593 -0.0012046445315395287 -0.00078805395988907386 -0.0010808281087817408 0.00068104638045772905 -0.001349492975907365 0.0011624487179424908 0.00097840983119721128 0.0013108411599374698 -0.0011694824712430551 0.00025477734521977755 0.00126024155886994 0.0003821663366294019 0.00047553979123315747 -0.0010345011227513791 -0.0012283601228203077 -0.0011004362291420437 -0.00091387047388221917 0.0002554913789873691 -0.0012712127665449775 0.00080048158292204757 0.00081314424955729325 0.00047975209437905574 -0.00043614627590039622 0.00088261252962897518 -0.00086966411751613379 -0.0012729117378181753 -0.0003395862766404753 -0.00056160863969358251 -0.00017971263110771492 -3.6750086390551416e-05
leaf_weight=0.11107619226095267 0.10465930472128082 0.28684304407215655 0.26852416116162203 0.73495720999199032 0.065216776216402539 0.66540849539160241 0.11521519313100759 0.075616011105012926 0.27645814533025248 0.1506965666485488 0.023027072835247742 0.14922836184268806 0.56466883336543106 1.7261052691392236 0.16241498704766844 0.050984226167201996 0.13477094161498826 0.21435748456860892 0.064501683198614046 0.346054591871507 0.65459988536895253 0.24099724132975098 0.16596324506099336 0.35403476587816929 0.32387500548793413 0.26307612402888481 0.15336129734350834 0.076899684150703251 0.14040700747864321 0.13418508824543096
leaf_count=17 15 70 119 85 3 290 10 11 266 32 3 11 88 1128 50 7 37 17 79 57 85 46 19 91 124 280 37 8 17 19
internal_value=0 -0.00017942 -0.000273848 0.000155337 0.000409567 0.000565689 -0.000394151 -0.000508412 -0.000553767 -0.00059186 -0.000298717 -0.000834259 5.07418e-05 -0.000930979 -0.000126627 1.80916e-05 -0.000281444 -0.000487618 0.000131759 0.000475002 0.000259174 -0.000209209 0.000560469 0.000632984 -0.000500746 -0.00106903 0.000504842 0.000688515 0.000790786 0.000961203
internal_weight=0 7.61141 6.263 1.3712 1.18678 1.08212 4.8918 3.89218 3.77697 3.70135 1.67532 2.02603 0.99962 1.8768 1.39886 1.23645 0.83143 0.482882 0.545327 0.410556 1.3484 0.52784 0.820563 0.405019 0.434951 0.286103 0.888319 1.0169 0.940001 0.799594
internal_count=3121 2769 2549 258 352 337 2291 2062 2052 2041 870 1171 229 1160 604 554 456 136 173 136 220 116 104 98 141 283 122 334 326 309
is_linear=0
shrinkage=0.00126831


Tree=524
num_leaves=31
num_cat=0
split_feature=1 0 1 47 4 48 123 4 52 1374 16 4 474 0 128 50 45 51 2 3 0 151 4 3 150 16 1 15 15 133
split_gain=0.212678 0.167866 0.163821 0.159584 0.200301 0.155215 0.137988 0.128917 0.147261 0.123144 0.143332 0.147738 0.134347 0.162031 0.114511 0.125752 0.125458 0.111112 0.102832 0.144986 0.101885 0.094779 0.107555 0.0935779 0.0932228 0.105818 0.17457 0.105889 0.087879 0.139012
threshold=0.094385000000000011 -0.060129999999999996 1.0000000180025095e-35 0.092530000000000015 -0.034939999999999992 0.12879500000000002 0.083430000000000018 -0.49405499999999997 0.10347000000000002 -0.094929999999999987 -0.087989999999999985 0.053925000000000008 0.084660000000000027 -0.077999999999999986 0.086435000000000012 0.11843500000000001 0.094030000000000016 -0.076794999999999988 0.10731 -0.116045 -0.077639999999999987 -0.0038099999999999996 -0.07712999999999999 0.11296500000000002 -1.0000000180025095e-35 -0.061854999999999993 0.11588000000000001 -0.055554999999999993 0.083935000000000023 0.083950000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 14 -2 8 -3 -4 21 12 13 -12 15 16 17 -6 -9 -20 -15 -11 -23 28 -5 26 -26 -27 -1 -30
right_child=3 7 9 24 5 -7 -8 18 -10 10 11 -13 -14 20 -16 -17 -18 -19 19 -21 -22 22 -24 -25 25 27 -28 -29 29 -31
leaf_value=-0.0014399207780244935 -0.00072497738696081942 -0.001454845950931892 -0.0014779353686848299 -0.0012327870749916695 0.00012893520566400479 -0.000740036401079067 0.0014438147540037625 0.00068152498300634318 0.00029351010949458682 0.0010378474001171115 -0.001446031157451048 0.0014648934857726798 0.00034376456275291386 0.001487590927158012 -0.00067191691981250616 -0.00070404438208350147 -0.00097269845620135157 0.0011815833697319872 0.00058209574500632196 -0.0014505804367002213 -0.0011143547217056385 0.00064338358769114605 -0.0012034351535267261 0.00010082242592423259 -0.0004454112869396083 -0.0013903035566717728 0.0011403061483370302 5.4600199165435187e-05 -0.0014396545053855627 0.00012341461935395484
leaf_weight=0.59530903765698917 0.44546396122314091 0.20286065367690753 0.14423588727368031 0.17988048700499348 0.24938253150321532 0.16786455432884406 0.069808356740395539 0.66808634373592191 0.19377645989879966 0.29339641169644892 0.42472815344081016 0.074382022488862276 0.20306302612880245 0.074008247058372945 0.11605521509773087 0.10641994327306736 0.069539856107439735 1.1937514249148078 0.15918271173723042 0.13209105125861242 0.053224032526486553 0.15189696625748184 0.11323139461455856 0.16052454896271218 0.30844087486912031 0.20646412170026451 0.26598424382973462 0.21094306258601114 0.22058872152410913 0.24937678258720553
leaf_count=784 196 64 12 22 37 12 30 59 18 23 224 5 62 3 18 22 8 412 8 99 60 54 50 9 51 64 44 27 434 210
internal_value=0 -0.00032609 -0.000529244 0.000151637 0.000362132 0.000576927 -0.000431153 8.7104e-05 -0.000600689 -0.000216575 -8.5492e-05 -0.000463729 -0.000653729 -0.0010207 0.000704335 0.000802983 0.000909006 0.000999679 0.000371465 -0.000339712 0.00039914 0.000476187 -0.000145358 -0.00092006 -0.000282803 -0.000110512 0.000288846 -0.000660099 -0.00107389 -0.000610247
internal_weight=0 4.11396 2.75797 3.59 2.41829 1.90301 0.515272 1.356 0.396637 1.53217 1.38793 0.829405 0.755023 0.55196 1.73515 1.61909 1.51267 1.44313 0.95936 0.291274 0.127232 0.558525 0.265128 1.2258 1.17171 0.991832 0.574425 0.417407 1.06527 0.469966
internal_count=3121 2178 1930 943 735 509 226 248 82 493 481 354 349 287 497 479 457 449 166 107 63 127 104 1437 208 186 95 91 1428 644
is_linear=0
shrinkage=0.0014343


Tree=525
num_leaves=31
num_cat=0
split_feature=4 12 151 3 15 151 1456 132 133 13 15 448 40 15 15 3 1 43 43 1 11 14 42 453 160 52 0 1 16 13
split_gain=0.201092 0.165836 0.163055 0.16209 0.154647 0.140067 0.131487 0.103118 0.16522 0.204981 0.142142 0.110989 0.0941949 0.0933294 0.106758 0.122748 0.137289 0.124731 0.135832 0.115814 0.0968963 0.0931383 0.0898585 0.0887841 0.0755227 0.100789 0.0856626 0.12336 0.0779498 0.0686433
threshold=0.27287000000000006 0.084100000000000022 -0.27559499999999998 0.10732000000000001 0.15614500000000003 -0.086944999999999981 -1.0000000180025095e-35 0.081465000000000024 -0.0061299999999999992 -0.0021749999999999994 0.035560000000000008 -0.08020999999999999 0.051255000000000002 0.091650000000000023 0.090455000000000021 -0.097604999999999983 0.090405000000000013 -0.074359999999999996 -0.076124999999999984 0.10254500000000001 0.081790000000000015 -0.46885499999999997 0.094725000000000018 1.0000000180025095e-35 -1.0000000180025095e-35 0.024145000000000003 -0.23091999999999999 0.095285000000000022 -0.095564999999999983 -0.094514999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 4 13 -1 -7 8 -8 11 24 -10 -13 14 15 20 -17 18 19 -18 22 -4 -3 -23 -11 26 -26 28 -28 -16
right_child=2 3 21 -5 -6 6 7 -9 9 10 -12 12 -14 -15 29 16 17 -19 -20 -21 -22 23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.00068908640357340841 -0.0010865724597104724 0.00028888650409623624 -0.00017882601698733305 0.00048021359454870747 0.00047884132239078077 -0.0011808617852717893 -0.00098565387136948586 0.00070702657076220793 -0.00094182246125536424 -0.00059351937161372399 -0.0010416043618330232 0.00083615639223212656 -0.00069237913614008653 -0.0011850794799193906 0.001035112609266302 -0.0011751997204727078 0.00045804766044579912 -0.0011803256741455079 0.0011937780497905442 -0.001119626944595418 -0.00096527681939467152 0.00087454922124719382 -0.00097304432847995553 -0.00061909399707531254 0.00041767293615137382 0.00067813294710304857 -8.3998968381484394e-05 0.00022844094771008118 -0.0011871770108598499 -0.00032095737381351462
leaf_weight=0.39892086335748933 0.089132402674295008 0.45698941795853976 0.18209219932032283 0.29186804615892459 0.22762652483652335 0.13464207137440176 0.24344272149028423 0.26062641371390771 0.06230832845903933 0.29409730155021119 0.23289754730649281 0.59684333175391868 0.061009187513263896 0.26689625882136159 0.10198634909465909 0.58031707260306642 0.11616832981235348 0.16872449478250928 0.10091145889600739 0.14193104047444649 0.15830940351588652 0.68722531030653022 0.093285075359744951 0.059356796322390437 0.28957106126472476 0.28530834172852337 0.13838226860389236 0.29151704481046181 0.24123491320641888 0.10301458853064094
leaf_count=111 15 126 44 25 27 71 88 57 5 62 50 204 9 397 4 1067 35 71 4 60 106 285 15 8 11 16 10 37 44 57
internal_value=0 -0.000133835 0.000427245 -0.000346353 -0.000442233 3.51795e-05 -4.81114e-05 2.77402e-06 -6.42968e-05 2.56681e-05 -0.000188456 0.000552834 0.0006944 -0.000533847 -0.000447871 -0.000538323 -0.000781887 -0.000349386 4.11316e-05 -0.000409529 -0.000157448 0.000572539 7.49582e-05 0.000755798 -5.94422e-05 6.66164e-05 -0.000114991 -0.000344816 -0.000785034 0.000353677
internal_weight=0 6.33883 1.01781 2.80803 2.51616 3.5308 3.13188 2.99724 2.73661 2.49317 1.77301 0.720161 0.657853 2.28853 2.02164 1.81664 1.10805 0.527735 0.359011 0.258099 0.708584 0.928674 0.550274 0.746582 1.54011 1.24601 0.960705 0.671134 0.379617 0.205001
internal_count=3121 2769 352 1994 1969 775 664 593 536 448 230 218 213 1942 1545 1484 1237 170 99 95 247 337 141 293 180 118 102 91 54 61
is_linear=0
shrinkage=0.00117172


Tree=526
num_leaves=31
num_cat=0
split_feature=1213 475 160 1425 15 50 480 16 1365 482 15 3 156 14 484 403 133 159 2 457 457 130 15 1374 49 2 4 52 151 42
split_gain=0.0375994 0.0600492 0.0368789 0.0373292 0.0514867 0.0448272 0.0351958 0.0347839 0.0337916 0.0343882 0.0342445 0.0410061 0.0416046 0.040118 0.0415383 0.0461685 0.0476497 0.0418179 0.0500306 0.0500125 0.0795082 0.0431213 0.056652 0.059225 0.0514428 0.0494108 0.0404426 0.0460359 0.0385156 0.0313368
threshold=-1.0000000180025095e-35 -0.086004999999999984 -0.40698999999999991 1.0000000180025095e-35 -0.24436499999999997 0.13857500000000003 0.084710000000000021 0.25084500000000004 0.088010000000000019 0.092250000000000013 -0.18895499999999996 0.31299000000000005 0.10499000000000001 0.076975000000000002 0.085515000000000022 -0.083259999999999987 -0.25159999999999993 0.090025000000000008 0.11728500000000001 -0.0029299999999999994 -0.14786499999999997 -0.0015749999999999998 0.098485000000000017 -0.094929999999999987 -1.0000000180025095e-35 0.09142500000000002 -0.49013999999999996 0.10347000000000002 0.084990000000000024 -0.39990999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 4 5 -4 8 -2 9 10 -6 12 13 14 15 -12 -17 19 -19 20 -18 24 23 -23 -21 -24 27 -25 29 -28
right_child=2 -3 3 -5 6 -7 -8 -9 -10 -11 11 -13 -14 -15 -16 16 17 18 -20 21 -22 22 25 26 -26 -27 28 -29 -30 -31
leaf_value=0.0041379129599623775 -0.0035267558806249279 -0.0038167340661873299 0.0027663397176920629 -0.0041841767295308458 -0.0027950372737709076 -0.0041363425107278752 -0.0041287421990553966 0.0041310838589891747 -0.0041379715539324024 -0.0040293372964042068 -0.0034551992392104374 0.0041270052540315957 -0.0041385534127967045 -0.0026967854103957193 0.0023420967840552206 -0.0041303583120019423 0.0034634404169383366 -0.0038648115762264391 0.0037808561975091856 0.0032769876785609608 -0.0035589448675992872 -0.0013421233668095313 0.001466729934811654 -0.0039471018398346356 -0.002804047875549576 -0.0033432696121519011 -0.0016321799658116449 0.0016971422145302811 -0.0018992038170082901 0.0020315109081010798
leaf_weight=0.019375665113329887 0.082494368266453288 0.094909231021120255 0.17509651422187866 0.035135997982251754 0.067038956023682483 0.017551019234815612 0.035764008486694254 0.011453509843704524 0.033212965980055631 0.034616307872056384 0.058978992999987656 0.044011556841723976 0.038349006594216806 0.078778610157314577 0.15578979533074733 0.041285144654471639 0.036353226500068558 0.073912216468670411 0.018056819786579581 0.030073738351347856 0.11022489535935687 0.14087618653866729 0.059258143326587631 0.047685402380014508 0.10936282676994391 0.093105771064074361 0.041245674772657726 0.05039625521749258 0.047755519273778302 0.98302233173395748
leaf_count=4 213 487 237 77 59 7 161 2 27 102 287 58 77 63 130 116 14 132 30 16 97 23 20 42 86 39 8 5 24 478
internal_value=0 -0.00246812 -5.77112e-05 3.19409e-05 8.84431e-05 0.00213748 -7.40583e-05 -0.00259316 -1.34699e-05 4.4571e-05 0.000105212 0.000191299 0.00011308 0.000188004 0.000296358 0.000132211 0.000244598 0.000342691 -0.00236369 0.000484974 -0.0018173 0.000695522 0.000904009 0.00118022 -0.00149249 -0.00147254 0.0014839 -0.00104698 0.00171545 0.00188398
internal_weight=0 0.114285 2.75089 2.65694 2.6218 0.192648 2.42915 0.0939479 2.39339 2.36018 2.32556 2.25852 2.21451 2.17616 2.09738 1.94159 1.88261 1.84133 0.091969 1.74936 0.146578 1.60278 1.46335 1.31098 0.139437 0.152364 1.17011 0.0980817 1.07202 1.02427
internal_count=3121 491 2630 2415 2338 244 2094 215 1933 1906 1804 1745 1687 1610 1547 1417 1130 1014 162 852 111 741 639 580 102 59 557 47 510 486
is_linear=0
shrinkage=0.00411771


Tree=527
num_leaves=31
num_cat=0
split_feature=1 1374 1374 0 3 15 12 402 150 150 4 42 4 52 1446 2 51 9 4 47 14 151 12 43 12 133 2 12 2 160
split_gain=0.0363789 0.0466197 0.0508186 0.0454856 0.0444029 0.0559994 0.0438934 0.0507241 0.0438417 0.0486254 0.0413133 0.0403114 0.0393088 0.0533528 0.0319936 0.0335407 0.0416535 0.0336525 0.0352091 0.0481241 0.0477015 0.0333335 0.0328626 0.0309452 0.0307115 0.0383762 0.0358122 0.0300268 0.0290674 0.0285531
threshold=0.094385000000000011 -0.094929999999999987 -1.0000000180025095e-35 -0.060129999999999996 0.090900000000000009 -0.0063699999999999989 0.088615000000000013 -0.50169499999999989 0.080470000000000014 0.15024000000000001 0.40124500000000002 0.092620000000000022 -0.49405499999999997 0.10347000000000002 0.091555000000000011 0.13754500000000003 0.16385000000000002 -1.0000000180025095e-35 -0.029144999999999997 0.087885000000000019 -0.46596499999999991 -0.29526499999999994 0.10345000000000001 -0.52440999999999993 0.088305000000000008 -0.087414999999999979 0.073895000000000002 0.092465000000000006 0.11510000000000002 -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 10 24 -8 14 -10 -4 12 13 -5 15 17 -17 -2 28 20 -20 -22 27 -13 25 -7 -27 -21 -19 -28
right_child=8 2 3 11 -6 6 7 -9 9 -11 -12 23 -14 -15 -16 16 -18 18 19 22 21 -23 -24 -25 -26 26 29 -29 -30 -31
leaf_value=-0.0032700596590783111 0.0032643250803636201 0.0030193409386859772 -0.0026641088440157402 -0.0032541991501543032 0.00068067291575538082 -0.0032447703183654964 0.0022029793375351061 -0.0032439168562972843 0.002035004633061133 -0.0010302596628862719 0.003247709290151851 0.0017261560275564631 0.0012585650713638249 0.0016435205811227433 -0.0030997822433577642 0.0024580781357203679 -0.0024622729317750605 -0.0027083494106365049 -0.0015906080816439092 -0.0007297717634555318 -0.0017556670197822436 0.0021352510215130599 0.00094031739701296577 -0.0032635270669970394 0.0028121371395017454 -0.0027096424347494131 -0.0032473511021909743 -0.0032572520467949785 0.00065152267283296813 0.0012528884738134012
leaf_weight=0.05989285204122996 0.028751273111993103 0.045281138562131562 0.26578949719714706 0.053435859277669806 0.14877399067336228 0.038271905441433551 0.022163037527207052 0.09339896747678722 0.2386446217278716 0.070162119140150025 0.01299004815518856 0.017538701184093952 0.31593436372350014 0.041323682351503521 0.034909081765363226 0.10456447732758534 0.02178080115118064 0.099621400971955043 0.058474711062444729 0.24158101845387137 0.026063250435981788 0.20075211011680971 0.0945651382462529 0.050569696314596513 0.039454978606954683 0.035357081275833702 0.016220053743381646 0.061855418818595354 0.036995911650592461 0.16539151963661447
leaf_count=38 51 9 816 58 41 115 11 482 217 10 5 3 102 11 28 105 6 187 26 74 12 139 31 74 27 57 58 38 19 271
internal_value=0 -0.000475126 -0.000352212 -0.000468166 -0.00092298 -0.00126923 -0.00050857 -0.00219928 0.000271265 0.00133856 -0.00238864 0.000327668 0.000710138 -0.00111835 -5.50884e-05 5.39237e-05 0.00160985 -0.000177717 -0.000298417 1.50881e-06 0.00101611 0.00168815 -0.000725767 -0.00197863 0.000154428 -0.0002564 0.00027073 -0.001245 -0.0017985 0.000850964
internal_weight=0 1.42179 1.36189 1.31661 0.837811 0.689037 0.410258 0.115562 1.31872 0.308807 0.27878 0.478802 0.410694 0.0947595 1.00991 0.975006 0.126345 0.84866 0.819909 0.683292 0.28529 0.226815 0.398002 0.0681084 0.294696 0.255241 0.216969 0.303436 0.136617 0.181612
internal_count=3121 2178 2140 2131 1883 1842 1021 493 943 227 821 248 171 69 716 688 111 577 526 320 177 151 143 77 528 501 386 112 206 329
is_linear=0
shrinkage=0.00323683


Tree=528
num_leaves=31
num_cat=0
split_feature=39 42 123 133 1456 151 4 14 1211 16 1374 150 160 158 4 150 130 156 1 42 4 16 4 0 49 2 3 0 457 0
split_gain=0.035727 0.040642 0.036497 0.04235 0.039921 0.0347711 0.049163 0.0346639 0.0350998 0.0335951 0.033307 0.0319775 0.0657314 0.0369327 0.0336677 0.0319719 0.0317902 0.0334058 0.044342 0.0490614 0.0428338 0.0363678 0.0358246 0.0477854 0.0514496 0.0452323 0.0577741 0.055975 0.048959 0.0523169
threshold=0.16946000000000003 -0.11466499999999999 1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -0.40381499999999992 0.27287000000000006 -0.10708499999999999 1.0000000180025095e-35 0.51524500000000006 0.093235000000000012 -0.22665999999999997 -0.091944999999999985 0.094245000000000009 -0.5956499999999999 -1.0000000180025095e-35 -0.23647499999999996 0.091255000000000017 0.11507500000000002 0.091735000000000025 -0.52556499999999995 -0.065999999999999989 -0.51843499999999987 0.051010000000000007 -0.087004999999999985 0.11411 0.090900000000000009 -0.060129999999999996 0.087195000000000009 -0.14116499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3 7 -7 9 10 11 -9 14 16 -13 -8 -14 18 19 22 -21 -20 -18 24 -24 26 27 28 29 -26
right_child=-2 2 3 -5 -6 6 15 8 -10 -11 -12 12 13 -15 -16 -17 17 -19 21 20 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0021495759687504192 0.0033927418336032089 -0.0029375739717596781 -0.0019105978550077866 0.001938631565714223 -0.0033706740822471476 -0.0031053390585703234 -0.0018046345455028242 0.0030014824212839159 -0.0033713246937443842 -0.0033742050138169818 -0.0033792904984553691 0.0033999288409048783 -0.0034034793757858665 -0.003212737266962265 -0.0031195712101271355 0.0018073968927661576 -0.0033836562571369377 -0.0017351413841508283 0.003408240596438324 0.003409955276803954 -0.0032940222826060811 0.00027101546955807211 -0.0017999959807439691 0.0021566903197892838 0.0019351745593397837 -0.0023486283618927022 0.0020796923621157828 0.0030449071870301612 -0.0033953143519617921 -0.00058449977274482629
leaf_weight=0.11126591878564873 0.032487939992279169 0.049018481739042108 0.039531435679236893 0.17920385329671251 0.044033518025571428 0.047070721302591489 0.031874447900918312 0.03963472472969698 0.038271965478997916 0.035137325374307582 0.033435251567425328 0.0098378593102097511 0.027355467060263261 0.036903527966387517 0.10236998408163511 0.21548550572515512 0.028561228868057342 0.089862347906091489 0.093253653689316707 0.012682715430855751 0.072711350383542483 0.075984125556715187 0.13146545696145129 0.15766952560807124 0.1265987388287616 0.060747577686015575 0.23366160603472963 0.065412157302476959 0.050868888003606116 0.35576746376500523
leaf_count=169 23 55 26 228 260 29 14 8 175 109 28 1 14 91 281 202 21 118 30 1 234 25 49 35 40 34 45 22 23 731
internal_value=0 -0.000159242 -7.01039e-05 0.00124297 -0.000196872 -0.000133967 -7.0712e-05 -0.000252213 -0.000180709 -0.000114341 -5.0875e-05 1.19509e-05 -5.64723e-05 0.000116152 -0.00254797 0.00134196 0.000193776 0.000257048 0.000379216 0.000167631 -0.00229835 0.00199969 0.000341555 0.000431555 0.000166064 0.000455485 0.000660148 0.000106077 -0.00025443 7.67978e-05
internal_weight=0 2.59568 2.48441 0.218735 2.26568 2.22164 2.17262 1.92526 1.87819 1.83992 1.80478 1.77135 1.73171 1.61951 0.112208 0.24736 1.5826 1.55525 1.46538 1.29615 0.0853941 0.169238 1.21075 1.18219 1.02452 0.893056 0.832309 0.598647 0.533235 0.482366
internal_count=3121 3098 2929 254 2675 2415 2360 2144 2115 1940 1831 1803 1795 1513 282 216 1422 1408 1290 1235 235 55 1000 979 944 895 861 816 794 771
is_linear=0
shrinkage=0.00336615


Tree=529
num_leaves=31
num_cat=0
split_feature=12 1 43 13 3 4 52 457 122 14 1 0 49 15 133 39 15 454 484 52 16 1212 159 3 16 0 403 12 42 1
split_gain=0.180319 0.18578 0.182748 0.144293 0.137097 0.139524 0.136388 0.125512 0.115376 0.118166 0.11642 0.135157 0.106402 0.0941477 0.0939749 0.101426 0.0907168 0.0901463 0.0939506 0.0813971 0.110386 0.0741837 0.076242 0.112216 0.126939 0.104067 0.108481 0.0879185 0.0725063 0.0672941
threshold=0.084100000000000022 0.13075500000000004 -0.04890499999999999 -0.10664 0.10732000000000001 0.24564500000000003 0.039215000000000007 0.082380000000000009 1.0000000180025095e-35 0.076175000000000007 1.0000000180025095e-35 -0.084044999999999995 -0.33072999999999991 -0.11713499999999999 -0.0061299999999999992 0.13128000000000004 1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.071854999999999988 -0.50120999999999993 -0.50206999999999991 -0.086554999999999979 -0.51370499999999997 -0.077999999999999986 0.03138500000000001 0.092465000000000006 0.084635000000000016 0.10439500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 8 14 5 12 13 16 9 10 11 -1 -2 -7 -4 -16 17 -5 -19 20 -9 -14 -23 25 -25 -24 27 28 -27 -20
right_child=1 -3 3 7 -6 6 -8 19 -10 -11 -12 -13 21 -15 15 -17 -18 18 29 -21 -22 22 23 24 -26 26 -28 -29 -30 -31
leaf_value=-0.0011598403934015326 0.00052314759909499406 0.0006555327004865517 -0.00073810811191034234 -0.0011746451077488899 0.00041205854963105511 -7.6332985647597733e-05 -0.0008878993816708433 0.00044795421768974809 -0.00097318065125779512 -0.00091582184419983475 0.00091637250890184399 0.000483262424030383 0.00060249055601547814 0.00096293966532139011 0.0008695253339133707 -0.00058050901240910358 -0.00096925949002872212 -0.0011643886407227114 -0.00028166661047770189 0.00083006833441719564 -0.00060599265356899056 0.00059387760979423727 -0.0008935323995860609 0.00025918907465266052 -0.0011405958416959145 -0.00057424484021811482 0.00086091117697665036 -0.0010613714228149198 0.00045763257025953211 0.00026401605895992511
leaf_weight=0.084738988305616658 0.11440722458064723 0.26588405162328843 0.075943543575704098 0.12709767674096006 0.28634010508540075 0.27953230822458863 0.1559385436703451 0.2959822325501591 0.071255600138101616 0.069933029124513157 0.7064073796645971 0.31794669711234724 0.064180820452749976 0.1997396100196055 0.41424344931147095 0.076353160198777914 0.27129619420884399 0.11356842154054958 0.76678901045670367 0.20584955567028362 0.24091613956261426 0.062862181432140285 0.41846831185102928 0.096700725232951146 0.82755893230204647 0.18045393274224053 0.11563408756046556 0.16970751881308388 0.1836086587572936 0.49832778671407141
leaf_count=98 10 55 41 14 20 35 42 17 9 19 246 40 27 24 120 6 105 40 134 42 32 33 414 13 1199 55 26 109 20 76
internal_value=0 -0.000272508 8.24802e-05 -6.85667e-05 -0.000350714 -0.000426848 5.12301e-05 -0.000187092 0.000455345 0.000541679 0.000633581 0.000137497 -0.000562809 0.00035679 0.000458603 0.000643852 -0.000353896 -0.000243026 -0.000157143 0.000212 -2.49711e-05 -0.000621436 -0.000659661 -0.000699217 -0.000994143 -0.000443954 -0.000154251 -0.000374173 -5.38354e-05 -6.67229e-05
internal_weight=0 3.42102 4.33665 3.08637 3.15513 2.86879 0.63521 2.51983 1.25028 1.17903 1.10909 0.402686 2.23358 0.479272 0.56654 0.490597 1.77708 1.50578 1.37869 0.742748 0.536898 2.11918 2.05499 1.99213 0.92426 1.06787 0.649404 0.53377 0.364063 1.26512
internal_count=3121 2082 1039 627 2027 2007 101 460 412 403 384 138 1906 59 167 126 369 264 250 91 49 1896 1869 1836 1212 624 210 184 75 210
is_linear=0
shrinkage=0.00115606


Tree=530
num_leaves=31
num_cat=0
split_feature=1 39 3 48 4 457 52 0 1 51 2 133 15 13 4 52 52 14 484 457 2 51 403 9 16 51 2 3 3 3
split_gain=0.261 0.152277 0.148295 0.153266 0.139162 0.135128 0.130036 0.140138 0.163486 0.117315 0.113377 0.109311 0.198703 0.152199 0.0987509 0.133601 0.098562 0.095676 0.13797 0.137332 0.163827 0.112156 0.0936925 0.10125 0.0922806 0.0782683 0.0775519 0.0678828 0.108769 0.119948
threshold=0.099195000000000019 0.0046100000000000004 0.16158000000000003 0.12649500000000002 -0.17966999999999997 0.080930000000000016 0.11434500000000002 -0.060129999999999996 1.0000000180025095e-35 -0.40274499999999996 0.11682500000000001 0.083950000000000011 0.083935000000000023 -0.075129999999999988 -0.49405499999999997 0.10347000000000002 0.091275000000000009 0.062655000000000016 0.073690000000000019 -0.0029299999999999994 1.0000000180025095e-35 0.087505000000000013 0.03138500000000001 -0.036024999999999995 -0.48836499999999994 0.13705500000000001 1.0000000180025095e-35 -0.074084999999999998 -0.077774999999999983 -0.10519499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 -2 10 7 8 11 -3 27 26 -13 -14 15 -9 -16 18 19 -10 22 -22 23 -21 -25 -5 -1 28 29 -6
right_child=1 9 -4 25 5 -7 -8 14 17 -11 -12 12 13 -15 16 -17 -18 -19 -20 20 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0012958903486395288 -0.0012805523513874572 -0.0012810546921736322 0.00092454712529050839 -0.0012944104844036242 0.00028729520735792051 0.0010535778568808679 -0.00096540746872887391 -0.0012490797281209075 -0.0012866463203740099 0.00087120911994580086 0.00080893118128578091 -0.0010774757972227629 0.0010410914402488067 -0.0012713202651372492 0.00015996480924321802 0.00051467637017139467 0.0012415833821476964 -0.0012740786821212617 0.00095409647521822543 0.0013068089076401742 0.00083196503004619627 -0.00020784899634537072 0.00023176857364898856 0.0012765451895961387 -0.0012449687726340866 -0.00016746661490949587 -0.00119436706562046 -0.00046035952762758239 0.00092802681150232604 -0.00095182685301479185
leaf_weight=0.020828576758504136 0.11246922356076616 0.043649178463965654 0.27386379371455394 0.21595661551691581 0.34453998476965397 0.24273150356020767 0.42017307608330146 0.15796880012203474 0.16084415046498168 0.61111211558454659 0.2543095308355986 0.26842703684815206 0.19219681619142648 0.060104371877969243 0.61558403533126715 0.12278214935213327 0.17378187645226717 0.1088253437046659 0.19522143484209653 0.031259829876944201 0.38344465778209269 0.29542402527295053 0.17446114086487796 0.025071136187761689 0.33959535577741951 0.18326589511707425 0.58856014252523892 0.53982361948874291 0.20080165431136265 0.19781515398062766
leaf_count=1 79 6 121 29 46 41 355 75 32 250 59 378 43 101 119 5 22 65 24 2 41 22 47 4 273 16 696 90 19 60
internal_value=0 0.000181791 4.24624e-05 -6.29483e-05 8.76982e-05 0.00017415 -0.0002949 -0.000222927 -0.000370126 0.00072773 3.52921e-05 -0.000744619 -0.000317903 0.000490218 0.000168312 -0.000477728 0.000398087 -0.000123227 -4.52099e-05 -0.000183559 -4.15343e-05 0.000379468 -0.000542606 -0.000883827 -0.00107161 -0.000777079 -0.00110925 -0.000118057 0.000130589 -0.000164654
internal_weight=0 3.22034 2.56558 2.29171 1.89249 1.78002 4.33455 3.91438 2.84426 0.654761 1.53729 1.13012 0.520728 0.252301 1.07012 0.280751 0.789366 1.71415 1.60532 1.4101 1.24926 0.678869 0.570387 0.395926 0.364666 0.399223 0.609389 1.28298 0.743157 0.542355
internal_count=3121 816 560 439 394 315 2305 1950 1729 256 274 1219 522 144 221 80 141 510 445 421 389 63 326 279 277 45 697 215 125 106
is_linear=0
shrinkage=0.00126831


Tree=531
num_leaves=31
num_cat=0
split_feature=1456 1 1374 0 3 2 128 49 49 4 42 1374 4 4 457 48 15 157 13 42 52 2 52 12 15 474 0 11 480 16
split_gain=0.0362141 0.0364374 0.0458016 0.0437811 0.0433234 0.0407969 0.0373574 0.0398158 0.0519117 0.0428292 0.0388257 0.0341015 0.0393587 0.0462355 0.0416617 0.0463559 0.0454035 0.0453702 0.0465842 0.0312772 0.0318174 0.0312594 0.0407121 0.0332849 0.0380873 0.0298754 0.0322918 0.031361 0.0359959 0.0386691
threshold=-1.0000000180025095e-35 0.094385000000000011 -0.094929999999999987 -0.23091999999999999 -0.12018999999999998 0.14753000000000002 0.11596500000000001 -0.043469999999999995 -0.006494999999999999 -0.087894999999999987 0.10256000000000001 -1.0000000180025095e-35 -0.083854999999999985 -0.084369999999999987 0.082380000000000009 0.083985000000000018 -1.0000000180025095e-35 -0.078969999999999985 -0.095304999999999987 -0.088934999999999986 0.11434500000000002 0.097845000000000015 0.077655000000000016 0.082095000000000015 0.091475000000000015 -1.0000000180025095e-35 -0.20211999999999997 0.088215000000000002 1.0000000180025095e-35 0.10246000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 7 9 -9 -3 25 -6 13 19 16 -16 -14 -18 -19 -13 21 22 -21 -24 -25 -10 -27 28 29 -28
right_child=1 5 3 4 11 -7 -8 8 10 -11 -12 12 14 -15 15 -17 17 18 -20 20 -22 -23 23 24 -26 26 27 -29 -30 -31
leaf_value=-0.0023487307120221186 -0.0034032882106857973 -0.002642137471402939 0.0025584321957845633 0.0006765305836302721 0.002906990769807855 0.0029054451833307056 -0.003399588413358052 -0.0025109740942635683 -0.0021829232203130124 0.0018097002191773625 -0.0019011313773494936 -0.0033882733802436363 -0.0032214337979573054 0.0031847512884075964 -0.0033805882921098761 0.0012075512168828705 0.0033948993812903654 -0.00011804899348629157 -0.0031763124684275417 -0.0030650606856224187 -0.0034032353483238022 0.0024373956323094944 0.0033466697836802648 -0.0033896950126703859 0.0034214665744596658 -0.0010244814426562208 0.0022629275576214725 -0.0011203697953891126 -0.0020450345209960512 -3.3594026011924532e-05
leaf_weight=0.079864300463669102 0.056496454162698106 0.027084622073743958 0.058147742256551616 0.29807955596697877 0.027270871316432244 0.068431031042564316 0.031448092795471783 0.087167564732226088 0.043627714576359389 0.26549425163648244 0.085420587971384521 0.036267689187297947 0.18425462526147396 0.046055307775532239 0.03249146647976886 0.10926244055735879 0.023957232246175408 0.12696409602722269 0.10227537920945784 0.044472276373198838 0.027225334799368284 0.062707339444386889 0.036166739042528206 0.027487421986734262 0.01414036750793457 0.10254310598247662 0.30329178973988824 0.066199447062899708 0.032650100512910285 0.11500645136402454
leaf_count=288 38 21 17 156 8 111 31 38 58 171 81 115 661 23 46 35 5 51 574 70 14 19 6 102 1 30 222 49 29 51
internal_value=0 -4.2428e-05 -0.000432843 -0.000299359 -0.000437944 0.000375117 0.000225839 0.00032687 -4.78945e-05 0.00139758 0.000238855 -0.000806649 -0.000922559 8.11923e-05 -0.00143296 0.000155902 -0.00194782 -0.001021 -0.0014825 -0.000494076 5.80105e-07 0.000501569 -0.000491264 0.000980081 -0.00107604 0.000514437 0.000704338 0.00104714 0.00136533 0.00163152
internal_weight=0 2.54209 1.31372 1.25723 1.19908 1.22836 1.15993 1.12849 0.835907 0.292579 0.748739 0.900999 0.873728 0.294522 0.579205 0.141754 0.437451 0.253197 0.229239 0.248467 0.212199 0.184974 0.122267 0.0777945 0.0416278 0.663319 0.619691 0.517148 0.450948 0.418298
internal_count=3121 2833 1941 1903 1886 892 781 750 558 192 520 1730 1722 350 1372 81 1291 630 625 327 212 198 179 109 103 439 381 351 302 273
is_linear=0
shrinkage=0.00337238


Tree=532
num_leaves=31
num_cat=0
split_feature=1 12 40 0 0 0 0 43 13 151 16 4 52 52 47 4 42 14 1 133 1 50 43 48 14 48 52 3 48 52
split_gain=0.243259 0.150808 0.169635 0.140536 0.188799 0.123223 0.216128 0.139094 0.145835 0.117985 0.120502 0.115818 0.125266 0.124374 0.11284 0.146034 0.116931 0.106406 0.126572 0.140242 0.105636 0.102476 0.114185 0.113495 0.111974 0.117618 0.0986745 0.0760697 0.0798467 0.0696982
threshold=0.098700000000000024 -0.054684999999999991 0.57330500000000006 -0.060129999999999996 -0.10096999999999999 -0.084269999999999984 -0.083914999999999976 -0.090299999999999991 -0.0034749999999999994 -0.40381499999999992 -0.54165499999999989 -0.49405499999999997 0.10347000000000002 0.11434500000000002 0.096475000000000019 -0.17966999999999997 -0.085499999999999979 0.062655000000000016 1.0000000180025095e-35 0.091250000000000012 0.13146500000000003 0.10616500000000001 -0.25681499999999996 0.12879500000000002 -0.46885499999999997 -0.086869999999999989 -0.24164999999999998 -1.0000000180025095e-35 0.086260000000000017 0.091275000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 17 -6 -7 8 -8 -3 -11 12 -5 29 15 -12 -16 18 19 -1 -18 22 -17 24 -24 -26 -27 -20 -29 -13
right_child=1 9 -4 11 5 6 7 -9 -10 10 14 13 -14 -15 16 21 20 -19 27 -21 -22 -23 23 -25 25 26 -28 28 -30 -31
leaf_value=-0.0011148587721999314 0.0010398156943415202 -0.0011857394016602091 -0.0013055402891833363 -0.0012586330174319637 -0.001235472065467374 0.00092520715190625997 0.0005590452906759862 -0.0012153137194736235 -0.0012708041845213242 0.0012797147229498694 -0.0010555044064315684 0.00031130691668209548 0.00023533011817986106 -0.00085583500459487807 0.00059976929946964417 -0.00097019463939298416 -0.0010755996171605121 -0.0012749807600386362 0.00079433217183216864 0.00044613510266931468 -1.6035768163028461e-05 -0.00084516948796074028 -0.00051507272434236288 -0.00032271399346153615 -0.00063473919593009837 -5.6796767726122885e-05 0.0011413787344451139 0.00034375368952790675 -0.00043154140951066992 0.0012343355345960151
leaf_weight=0.29546788196603291 0.48364064168708898 0.11632552644005123 0.055277616716921329 0.18456996034365147 0.54060103044321273 0.14915622603439238 0.19604562789027113 0.42872785403233227 0.10902537852234651 0.13649739307584319 0.12782819161657366 0.62733609125280032 0.17673216419643722 0.12506960229075048 0.16656853340100497 0.085545534500853448 0.33642575186968304 0.12116415660420887 0.25368904348579235 0.13483012659708038 0.27514969604089856 0.1059376285993493 0.10892445809440809 0.20526712492573995 0.079913004825358347 0.12895441951695896 0.77530824781569496 0.48887123371241592 0.37961480277590454 0.16652881636400707
leaf_count=109 262 18 3 74 761 37 52 709 140 39 82 118 18 33 10 8 80 79 44 22 34 31 10 16 10 29 190 52 29 22
internal_value=0 0.00018766 0.000799249 -0.000272942 -0.000419049 -0.000758584 -0.000466604 -0.000749511 -9.49009e-05 6.32204e-05 0.000120593 8.05258e-05 -0.000527856 0.000319726 5.45543e-05 0.000245458 -0.000342313 -0.000130249 -4.09072e-05 -0.000625735 -0.000598899 0.000357079 0.000449111 0.000542624 0.000705121 0.000840167 0.00097051 0.000183345 4.8726e-06 0.00050493
internal_weight=0 3.18756 0.538918 4.37743 3.09719 1.42356 0.882955 0.733799 0.305071 2.64865 2.53232 1.28024 0.361302 0.918935 2.39582 1.61768 0.778144 1.67364 1.55247 0.430298 0.611575 1.48985 1.38391 1.29837 1.0931 0.984176 0.904263 1.12218 0.868486 0.793865
internal_count=3121 822 265 2299 2034 1699 938 901 192 557 539 265 92 173 500 376 124 335 256 131 114 294 263 255 239 229 219 125 81 140
is_linear=0
shrinkage=0.00126831


Tree=533
num_leaves=31
num_cat=0
split_feature=39 42 376 453 4 474 41 43 43 3 43 52 0 1 457 13 457 15 1375 1375 0 1 3 4 147 48 50 32 132 9
split_gain=0.0336126 0.0349317 0.0334687 0.0341937 0.0399392 0.043115 0.0378254 0.0385424 0.0883419 0.0417107 0.0576742 0.0417498 0.0370591 0.0507481 0.0337558 0.0369227 0.0679044 0.041094 0.0338531 0.03324 0.0393386 0.0367951 0.037832 0.0330414 0.0321962 0.0317137 0.0371814 0.0365974 0.0316696 0.0288003
threshold=0.16946000000000003 -0.11466499999999999 0.088470000000000007 0.10218000000000001 0.27287000000000006 -1.0000000180025095e-35 0.078475000000000017 -0.074359999999999996 -0.0037449999999999996 -0.077774999999999983 -0.084004999999999982 -0.15275999999999998 -0.084044999999999995 0.11588000000000001 -0.23144499999999998 -0.095304999999999987 0.082380000000000009 1.0000000180025095e-35 -0.43169999999999992 1.0000000180025095e-35 -0.13027499999999997 0.14089500000000002 -0.52915999999999996 -0.04890499999999999 0.15831500000000001 0.12230500000000001 0.11875500000000001 0.093040000000000012 0.081465000000000024 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 28 3 4 6 -6 7 9 -9 10 11 -3 13 -13 -10 -16 17 19 -18 20 -17 22 -22 -11 -19 26 27 -7 -1 -24
right_child=-2 2 -4 -5 5 25 -8 8 14 23 -12 12 -14 -15 15 16 18 24 -20 -21 21 -23 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0028308256043599197 0.0035394062116867191 -0.0035205293675631289 0.0024430878635437244 -0.0031800331530646157 -0.0035853460139613461 0.0030196760571605729 -0.0029505721509388394 -0.0031303772017526313 0.0035490788322008935 -0.001018017694978044 -0.0035182790200201379 -0.0034117374782703372 0.0014921101181043592 0.0014208932483643819 0.00068122124071874808 0.0011143154533422486 -0.00096337456983994023 -0.0035284296510975218 0.0015941641888918027 -0.0035376169658622486 0.003534003314592634 0.0035736185869576576 0.00071002532091289693 0.0023405653572277714 0.0035282132678328033 -0.0014701983214464478 -0.0015357966400664309 -0.0027321256316430774 0.0027594915852014183 -0.0030123042130657889
leaf_weight=0.095220353508921884 0.030716582550667115 0.031367568722089345 0.06369104445366236 0.044706461849273071 0.021950368129182607 0.18261113601874956 0.062140789406839647 0.14231977202416812 0.028925099584741765 0.044547940770826244 0.054208430295147991 0.053692309787038539 0.23567299306887435 0.05354977201204747 0.33640714630382862 0.12303084237646544 0.098945134785026312 0.13046124044012686 0.18006773018350941 0.049634124117801548 0.014778193086385727 0.01678946241736412 0.031455168034881353 0.19150316767900433 0.0084969392046332359 0.037215906922938302 0.031216215051244944 0.014751354363397695 0.014393133984412998 0.13886464186179437
leaf_count=153 23 72 58 16 3 260 87 602 6 56 282 184 200 5 158 45 11 344 56 14 3 1 4 175 2 16 12 6 16 251
internal_value=0 -0.000157243 -6.95013e-05 -0.00013733 -7.85605e-05 0.00114604 -0.000252412 -0.000167074 -0.000518801 0.000521079 -0.000132083 0.00035835 0.000713163 -0.000998634 -0.000197794 -0.000293796 -0.000707667 -0.00146556 0.000687195 -0.000860319 -0.000451338 -0.00140545 -0.00185708 0.00170673 -0.00309693 0.00153678 0.00202636 0.00258977 -0.00209677 -0.00232485
internal_weight=0 2.53261 2.423 2.35931 2.3146 0.287745 2.02686 1.96472 1.30018 0.664542 0.428491 0.374283 0.342915 0.107242 1.15786 1.12893 0.792523 0.513511 0.279013 0.374552 0.324918 0.201887 0.185098 0.236051 0.138958 0.265795 0.228579 0.197362 0.109613 0.17032
internal_count=3121 3098 2929 2871 2855 297 2558 2471 1497 974 743 461 389 189 895 889 731 664 67 318 304 259 258 231 346 294 278 266 169 255
is_linear=0
shrinkage=0.00351258


Tree=534
num_leaves=31
num_cat=0
split_feature=1456 1213 475 1425 4 11 1 51 157 42 3 52 0 3 4 3 484 2 457 160 49 1212 0 455 13 124 12 452 453 160
split_gain=0.0315196 0.0328392 0.0507692 0.0301758 0.0386117 0.0383869 0.0323893 0.0412737 0.0391 0.0398245 0.0502171 0.0484522 0.0397039 0.0451606 0.0458719 0.0371158 0.0392626 0.0372362 0.0349723 0.0464403 0.0416117 0.0343588 0.0368244 0.0329902 0.0413098 0.0304442 0.0418642 0.0273181 0.0250785 0.0303789
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.086004999999999984 1.0000000180025095e-35 0.50996500000000011 0.087830000000000005 0.10089500000000001 -0.096089999999999981 -0.084489999999999996 0.092860000000000012 -0.15121499999999996 0.11434500000000002 -0.059114999999999994 -0.08824499999999999 -0.083854999999999985 -0.082154999999999992 0.08660000000000001 0.089885000000000007 0.088350000000000026 0.086075000000000013 -0.087004999999999985 -0.14780999999999997 -0.23051499999999997 0.081825000000000009 0.41383500000000001 -0.51664499999999991 -0.064509999999999984 0.085195000000000007 1.0000000180025095e-35 -0.079279999999999975
decision_type=2 2 2 2 2 2 2 2 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 -2 4 5 6 7 -3 -9 10 -10 12 13 -12 -15 -16 17 21 19 20 -19 -17 -23 24 -11 -8 -27 -1 29 -28
right_child=1 3 -4 -5 -6 -7 25 8 9 23 11 -13 -14 14 15 16 -18 18 -20 -21 -22 22 -24 -25 -26 26 28 -29 -30 -31
leaf_value=-0.0029100702810670427 0.0033185555704184156 -0.0033102743719918802 -0.0030378055877214542 -0.0033483777043435445 0.0026461547442612004 -0.0019933178634733801 -0.003219077824565938 -0.003313159598584615 0.0024661160594404343 -0.003297788275795562 -0.0025623740640716699 -0.0027198684026714763 0.0013999941173190064 0.0026844835294420827 -0.0033068521463023733 0.0025025915059407574 0.0030469777891507887 -0.0033341921918855258 0.0019746192076951206 -0.0026816326794095848 0.0021606769832362037 0.0015738813489323742 -0.0025134224932537733 0.0027597787316252396 0.0033436482985836563 0.0026713217633404385 -0.0013208510389646024 0.0033335600131147269 -0.0019567139846046848 0.0008678557021770067
leaf_weight=0.067207441737082596 0.016608158592134714 0.045507080852987714 0.078943523878479804 0.028270299239920749 0.062591791629529214 0.099323280346652498 0.02191001019673422 0.040138996521820958 0.097180331853452651 0.088371534121506445 0.079130650029584637 0.067783729591610609 0.21956327628139904 0.066370359070789697 0.03958241889086056 0.022427268559115143 0.042722023363239714 0.018975463359311107 0.10967489347967785 0.06184162864155951 0.072735054749500705 0.028806047281251801 0.14640699568189397 0.014783366641495377 0.011565355584025383 0.10518138581028325 0.078929762345069321 0.0086355656385421753 0.044833664956968278 0.5645996806288166
leaf_count=287 4 161 457 75 145 87 4 140 45 241 191 145 49 71 181 3 17 6 19 27 92 7 160 9 1 155 49 1 21 271
internal_value=0 -3.51114e-05 -0.00193299 4.44536e-05 8.70654e-05 1.38694e-05 0.000109302 -0.000219949 -0.000105433 2.95347e-06 0.000200773 -2.47825e-05 0.000176358 -0.000213763 9.11334e-05 -0.000225749 1.64276e-05 -0.000264502 0.000549407 -0.000468554 0.00102376 -0.00134851 -0.00184145 -0.00184764 -0.0025292 0.000623521 0.000729617 -0.00219916 0.000432925 0.000599408
internal_weight=0 2.37476 0.0955517 2.27921 2.25094 2.18834 2.08902 1.27357 1.22806 1.18792 1.0732 0.97602 0.908236 0.688673 0.609542 0.543172 0.503589 0.460867 0.263227 0.153552 0.0917105 0.19764 0.175213 0.11472 0.0999369 0.815455 0.793544 0.075843 0.688363 0.643529
internal_count=3121 2833 461 2372 2297 2152 2065 1565 1404 1264 1013 968 823 774 583 512 331 314 144 125 98 170 167 251 242 500 496 288 341 320
is_linear=0
shrinkage=0.00330452


Tree=535
num_leaves=31
num_cat=0
split_feature=31 39 2 1456 403 160 47 1 52 4 0 50 0 50 147 123 1 1446 8 12 4 3 42 457 2 1 48 48 0 4
split_gain=0.0311976 0.0296249 0.0347804 0.0344343 0.0311264 0.0350449 0.0361284 0.0460652 0.037172 0.0400978 0.0584518 0.0357189 0.0470089 0.0461188 0.0309484 0.0316518 0.0497234 0.0348391 0.0302938 0.0291377 0.0293295 0.0344752 0.0419273 0.02762 0.0495753 0.0365345 0.0491525 0.0374362 0.0446857 0.0350032
threshold=-1.0000000180025095e-35 0.16946000000000003 0.088850000000000012 -1.0000000180025095e-35 -1.0000000180025095e-35 0.083670000000000008 0.13910500000000003 0.12958500000000003 -0.091869999999999993 -0.083854999999999985 -0.10607499999999999 0.10030500000000002 1.0000000180025095e-35 0.10124500000000002 -1.0000000180025095e-35 0.083855000000000013 0.09253500000000002 0.037915000000000011 0.091215000000000004 0.11527000000000001 -0.49405499999999997 -0.10831999999999999 0.094010000000000024 0.088350000000000026 0.113445 0.10538500000000002 -0.079469999999999985 0.086035000000000014 -0.10096999999999999 -0.46376499999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 6 7 8 -6 -10 -11 12 18 -13 -5 17 -17 19 -12 20 -16 22 -22 25 -25 27 -27 28 -23 -30
right_child=1 -3 3 14 5 -7 -8 -9 9 10 11 13 -14 -15 15 16 -18 -19 -20 -21 21 23 -24 24 -26 26 -28 -29 29 -31
leaf_value=0.0042140384524972834 -0.003338932216144615 0.0042207123280596382 -0.0042020903985726414 -0.0042117173333578537 -0.0039575501015871751 -0.003259658261366127 -0.0042280636763231821 0.0029620029087359602 0.002058387055672507 0.00096909722672244283 -0.0040148101836240506 0.0041445170861763997 0.004201738958224099 -0.0036973642683570799 -0.0025308034755331505 -0.0011024297675576332 0.0041985638259947116 -0.0042047028260372302 0.0041996016766012011 -0.0028831971714204426 0.0027808429752479904 0.0017132211538187113 -0.0017646959122701409 0.0025658336901455783 -0.0017776875771536528 -0.0036892472986664298 0.0015644272285856241 -0.0032006659321150346 0.0028228814307101166 -0.0029863757712276454
leaf_weight=0.028759634307789717 0.082399774147688731 0.026584111128613475 0.030865285480105142 0.026503025866987939 0.049994604631137918 0.08010381227813923 0.039541417623695452 0.076212023177504307 0.11159785160270985 0.1913551325451408 0.16356608479463908 0.03147734617232345 0.014651894671260379 0.022653466312021919 0.056984407117852576 0.048590905134915263 0.086252170371153625 0.031456722334951226 0.0082853572384919971 0.049535197625118488 0.1964190906037403 0.1085537445924275 0.043545082695345627 0.16968232110593817 0.063403054497030098 0.036176892215735279 0.2310979826052062 0.11212252716359217 0.022126412703073695 0.103158743938362
leaf_count=86 526 21 119 14 132 110 9 43 96 69 395 3 12 102 93 25 130 91 5 79 114 86 34 56 25 8 139 117 9 373
internal_value=0 -0.000178091 -0.000229194 0.000176174 -0.000887793 -0.000631949 -0.000335207 -0.000105391 -0.000499225 -0.000181157 -0.000759709 -0.00213448 -0.00300439 0.00086273 0.000273702 0.000361169 0.00228834 0.000148906 -0.00361877 0.00026372 0.000400068 0.000553816 0.00195599 0.000156247 0.00138432 -0.000310533 0.000853318 -0.00120967 -0.000255022 -0.00196041
internal_weight=0 2.3149 2.28831 1.41647 0.871839 0.789439 0.709335 0.669794 0.593582 0.543587 0.431989 0.240634 0.186503 0.0541308 1.38561 1.35911 0.134843 1.22426 0.171851 1.19281 1.14327 1.08629 0.239964 0.846322 0.233085 0.613236 0.267275 0.345961 0.233839 0.125285
internal_count=3121 3035 3014 1512 1502 976 866 857 814 682 586 517 412 105 1393 1379 155 1224 400 1133 1054 961 148 813 81 732 147 585 468 382
is_linear=0
shrinkage=0.00419107


Tree=536
num_leaves=31
num_cat=0
split_feature=31 39 2 1456 160 123 2 403 160 47 1 52 4 0 50 0 50 151 3 43 457 2 3 1 1375 13 16 48 0 2
split_gain=0.0281272 0.0266721 0.0300247 0.0309463 0.0287768 0.0306209 0.0367209 0.0270974 0.0302862 0.0327889 0.0393871 0.0334025 0.0337196 0.0518962 0.0320877 0.0421801 0.0411289 0.0268287 0.0293516 0.0368302 0.0337257 0.0533088 0.0460452 0.0349163 0.0352039 0.0544109 0.0283443 0.0272257 0.0315084 0.0263564
threshold=-1.0000000180025095e-35 0.16946000000000003 0.088850000000000012 -1.0000000180025095e-35 -0.51146999999999987 1.0000000180025095e-35 0.094835000000000017 -1.0000000180025095e-35 0.083670000000000008 0.13910500000000003 0.12958500000000003 -0.091869999999999993 -0.083854999999999985 -0.10607499999999999 0.10030500000000002 1.0000000180025095e-35 0.10124500000000002 -0.40381499999999992 -0.116045 0.097930000000000017 0.088350000000000026 0.11411 0.092670000000000016 0.10439500000000002 -1.0000000180025095e-35 -0.091904999999999987 0.16703000000000004 -0.08595499999999999 -0.14832499999999996 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 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 17 -7 -2 9 10 11 -9 -13 -14 15 -15 -16 -6 19 26 23 22 -22 24 -20 -26 -19 -25 -29 -10
right_child=1 -3 3 4 5 6 -8 8 29 -11 -12 12 13 14 16 -17 -18 18 20 -21 21 -23 -24 27 25 -27 -28 28 -30 -31
leaf_value=0.0033915699411333124 -0.0025833347308190178 0.0033964204765627435 -0.0033828565144499228 -0.0033868573007847756 -0.0028043654818290381 -0.0021390968863785826 0.0024723792029952862 -0.003147444737590824 0.0020272416962154594 -0.0034017752776188022 0.0022542960609909773 0.001526504992647601 0.00070587608561905734 -0.0028855075431818964 0.0033124879348664219 0.0033825994633332581 -0.0029046782407615812 0.0024956822871033111 0.0030164119198061922 -0.0015986739106362184 -0.00041462905391488397 -0.0019894095454653163 0.0032283120786599285 -0.0026942538862971743 -4.0219512927944519e-05 -0.002669103202955127 -0.00058054012233380264 -0.00035081408141877132 0.0020541123230668019 -0.0033877206077010127
leaf_weight=0.026035550766210114 0.077445238689506368 0.024069592676823848 0.027934679505052684 0.02491178258151272 0.035324470687556508 0.023428804379363899 0.12248447621095693 0.045774756144965068 0.012211157249112148 0.035806905529170763 0.072757465499307727 0.10919002844093484 0.19044302254042123 0.15694986725066051 0.028685064084129408 0.013260625913972035 0.020984634832075244 0.15715114571867195 0.02175830502892584 0.043461813031171914 0.061437238866346888 0.051348433531529736 0.11075624681689078 0.028646167971601244 0.17279701507322931 0.18639739112267728 0.043572853738623962 0.13197139113253797 0.11710647884501668 0.063344602458528243
leaf_count=86 526 21 119 58 33 13 151 132 21 9 43 96 69 400 3 12 102 91 15 18 30 25 32 6 61 621 83 41 115 89
internal_value=0 -0.000136791 -0.00017567 0.000132577 0.000206272 0.000274724 0.00173193 -0.000682854 -0.000486455 -0.000259277 -8.29215e-05 -0.000383742 -0.000140229 -0.00058376 -0.00170074 -0.00239718 0.000685837 9.16989e-05 0.000182521 0.00121802 -0.00010409 0.00102857 0.00192854 -0.000488493 -0.00115193 -0.00140443 0.0018279 0.000421542 0.000779886 -0.00251257
internal_weight=0 2.21141 2.18734 1.36049 1.33255 1.30764 0.145913 0.826853 0.749408 0.673852 0.638045 0.565288 0.519513 0.410323 0.21988 0.17021 0.0496697 1.16173 1.1264 0.244186 0.882219 0.223542 0.172193 0.658677 0.380953 0.359194 0.200724 0.277724 0.249078 0.0755558
internal_count=3121 3035 3014 1512 1393 1335 164 1502 976 866 857 814 682 586 517 412 105 1171 1138 192 946 87 62 859 697 682 174 162 156 110
is_linear=0
shrinkage=0.00337483


Tree=537
num_leaves=31
num_cat=0
split_feature=1 12 40 0 1 14 52 47 50 52 4 52 43 48 4 43 160 0 1374 43 1212 133 15 133 52 1 1429 3 0 1
split_gain=0.15012 0.121421 0.119284 0.0977634 0.133471 0.107714 0.097654 0.0950864 0.100485 0.092568 0.0884252 0.145484 0.0863913 0.0854771 0.0938535 0.0998357 0.0951756 0.0850705 0.0941767 0.0902197 0.0846974 0.0846808 0.141645 0.124459 0.0747901 0.0739865 0.0628147 0.0562934 0.0746456 0.0538473
threshold=0.098700000000000024 -0.064509999999999984 0.57330500000000006 -0.060129999999999996 1.0000000180025095e-35 0.062655000000000016 -0.43320999999999993 0.10019500000000002 0.10965000000000001 0.11434500000000002 -0.49405499999999997 0.10347000000000002 -0.072864999999999985 0.12879500000000002 -0.16363499999999997 -0.25681499999999996 -0.079279999999999975 -0.098289999999999975 -0.094929999999999987 -0.17390999999999998 -0.47073499999999996 0.083950000000000011 0.083935000000000023 0.091935000000000003 0.091275000000000009 0.13869000000000004 0.086185000000000012 -0.10831999999999999 0.13134000000000004 0.11323000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 17 -3 8 13 10 11 -5 -9 14 -8 -16 29 18 -6 -19 -21 26 -23 -24 27 -14 -1 -12 -29 -17
right_child=1 6 -4 9 5 -7 7 12 -10 -11 24 -13 25 -15 15 16 -18 19 -20 20 -22 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0012756144400762827 0.0011173027793406811 -0.001353169838584773 -0.0013749458902357885 -0.0013322554519251072 -0.00075702466467625395 -0.001353694005926991 -0.0010161711860028784 0.00026759479955036462 -0.0010995842254911204 -0.0008816395129869005 0.00064185969701188272 0.00080891395247270344 -0.0010572089057273265 -0.00038375405309277945 -0.001062066246785379 -0.00072425038679910074 0.0009776179411022652 0.00063855507573289745 0.000411065713387371 0.0010150013828311751 -0.0011479694173545079 -0.0011605995894366236 0.0011476446799221014 -0.00088303994207625052 0.0013350203021809547 0.00033997651532568444 0.0009979151973008749 -0.00095335269042154955 0.00073212035775302876 0.00071737764866405026
leaf_weight=0.49182630667201088 0.3458516208775112 0.086884720156377049 0.038680669851601124 0.13936144256877014 0.15171868470497429 0.12262872692372173 0.064606561092660386 0.26739864627597854 0.086251262735458911 0.15350248086178908 0.28122408338822424 0.097849469631910324 0.29282788747514121 0.20980977918952692 0.057636282115709703 0.10629095201147787 0.75297876265540076 0.090461336774751433 0.71103827738261305 0.037262776517309026 0.27359576514572859 0.21385064227797557 0.14106137122143991 0.089281564814882586 0.15269380888639716 0.089688087056856602 0.023046295333188027 0.12142436444628379 0.078293239479535259 0.084052990772761405
leaf_count=769 255 108 3 74 12 79 15 37 32 46 38 5 65 21 7 22 211 21 120 6 359 445 21 190 22 18 12 68 12 28
internal_value=0 0.00017131 0.000866604 -0.000264835 -0.000416321 -0.000149323 4.38984e-05 0.000104242 0.000306414 8.20702e-05 0.000251941 -0.000449023 -0.000319325 0.000401499 0.000556115 0.000657598 0.000762668 -3.24858e-05 0.000205653 -0.000544437 -0.000888693 -0.000802372 -0.000371788 0.000360546 0.000514358 -0.000729612 -0.00117385 0.000253807 -0.000292614 -8.76494e-05
internal_weight=0 2.48296 0.384532 3.37012 2.34577 1.38671 2.09843 2.01154 1.36163 1.02435 0.870846 0.237211 0.649915 1.27538 1.06557 1.00096 0.943323 1.26408 0.862757 0.40132 0.310859 0.959066 0.444194 0.230343 0.633635 0.382516 0.514873 0.480942 0.199718 0.190344
internal_count=3121 822 258 2299 2034 597 564 456 336 265 219 79 120 304 283 268 261 518 132 386 365 1437 656 211 140 83 781 118 80 50
is_linear=0
shrinkage=0.00134594


Tree=538
num_leaves=31
num_cat=0
split_feature=1429 15 50 480 133 1374 42 1 376 42 123 1366 13 13 133 160 150 14 1374 150 12 12 48 49 158 4 474 1452 151 0
split_gain=0.0268092 0.0287246 0.0358105 0.0305826 0.0281116 0.0289761 0.0292168 0.0344445 0.03983 0.036675 0.0322961 0.0377507 0.0312052 0.0367534 0.0445818 0.0314185 0.0560781 0.0290374 0.0362523 0.0383131 0.0322251 0.0413365 0.0391918 0.0366695 0.0340991 0.0343954 0.0361793 0.0301962 0.0306088 0.0298024
threshold=-1.0000000180025095e-35 -0.24436499999999997 0.11843500000000001 0.084710000000000021 -0.25159999999999993 0.093235000000000012 -0.0060199999999999993 1.0000000180025095e-35 0.091135000000000008 -0.085499999999999979 0.08592000000000001 -1.0000000180025095e-35 -0.53104499999999988 -0.47860499999999995 0.09389500000000002 -0.091944999999999985 -0.22665999999999997 0.076175000000000007 -0.094929999999999987 0.12155000000000001 0.084100000000000022 0.085440000000000016 -0.11278499999999998 -0.24167999999999998 0.085410000000000014 -0.49013999999999996 0.085515000000000022 1.0000000180025095e-35 0.043560000000000008 -0.060129999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 6 7 8 -6 -9 11 -8 -13 -14 15 16 -15 18 19 -17 22 -22 -20 -24 25 -23 29 28 -25 -27
right_child=1 3 -4 -5 5 -7 10 9 -10 -11 -12 12 13 14 -16 17 -18 -19 20 -21 21 24 23 27 -26 26 -28 -29 -30 -31
leaf_value=-0.0025004796318264084 0.0025317346255250097 -0.0028131004404387209 -0.0019179909016582022 -0.0037376969134981599 -0.0037391039478868 -0.0030748542754132557 -0.0033073563467016726 0.00080276674381885862 0.0024485789643308056 -0.0028233446371581502 0.0035745681866431013 -0.0024549964091621457 0.0033704509426975364 0.0037521313569541495 -0.0025991171889689583 -0.0037177173954177183 -0.0029844992180440627 -0.0021158892413238265 -0.0028811001938287015 0.00071270067114820334 -0.0035975982692217734 -0.0037508800192074293 -0.0031281869803041333 0.0026069377165698652 -0.0037427264345489012 0.00068160212324244642 -0.0029147783113172162 -0.0017091862894993112 -0.00073233355741063625 0.0029719321300493776
leaf_weight=0.062994930446621189 0.11511046639861944 0.051343487904432883 0.032224957598373294 0.032518456219804759 0.08803663647540827 0.04211957478946704 0.042029505002573964 0.15567308956906345 0.01733245216018986 0.051730603445321321 0.040026542064879433 0.05584997704136152 0.055281872337218041 0.021853053011000156 0.071554920046765003 0.049944050311749755 0.080811154164620702 0.052238667383789905 0.025771483902644832 0.059591796169115696 0.035746536942497187 0.021791069437312238 0.019846336639602669 0.39945903066473032 0.024143761362665828 0.26141278780778432 0.029531142145060585 0.027982285082543967 0.042253900115611032 0.11339494891399404
leaf_count=154 229 173 19 206 480 40 51 108 6 72 71 8 20 4 261 37 192 43 13 9 94 33 9 263 68 277 65 26 30 60
internal_value=0 -3.05415e-05 0.0015585 -0.000149429 -8.91814e-05 -1.50036e-05 5.49148e-05 -0.000984173 -0.00272127 -0.000101658 0.00026726 0.000178444 0.00027959 0.00038926 0.000266025 0.000427993 -0.00155054 0.000602633 0.000730471 -0.0013074 0.000953394 0.000264195 0.00160341 0.0018395 0.000570777 0.000815172 0.00106125 0.0020494 0.00228751 0.00137452
internal_weight=0 2.1166 0.147335 1.96927 1.93675 1.88541 1.84329 0.312773 0.105369 0.207404 1.53051 1.49049 1.44846 1.39261 1.33733 1.26577 0.102664 1.16311 1.11087 0.109536 1.00133 0.48602 0.515313 0.489542 0.450274 0.42613 0.404339 0.469695 0.441713 0.374808
internal_count=3121 2967 248 2719 2513 2340 2300 666 486 180 1634 1563 1512 1504 1484 1223 196 1027 984 46 938 597 341 328 503 435 402 319 293 337
is_linear=0
shrinkage=0.00373103


Tree=539
num_leaves=31
num_cat=0
split_feature=3 484 1213 475 160 133 52 1 128 0 0 52 0 15 4 52 150 14 1 0 43 2 47 1374 43 124 15 52 16 13
split_gain=0.14076 0.113874 0.118139 0.141923 0.10952 0.105482 0.145797 0.116813 0.104514 0.0932969 0.100815 0.124499 0.0912585 0.0910047 0.117982 0.118809 0.090583 0.0814372 0.0802984 0.116761 0.128154 0.13187 0.112334 0.143353 0.0844104 0.0793538 0.0732306 0.0698861 0.0629413 0.0510142
threshold=0.30112000000000005 -0.0068949999999999992 -1.0000000180025095e-35 -0.086004999999999984 -0.40698999999999991 -0.25159999999999993 -0.52017999999999986 0.11230000000000001 0.087235000000000021 -0.26609999999999995 -0.077999999999999986 0.11434500000000002 -0.082974999999999979 0.091650000000000023 -0.49405499999999997 0.10347000000000002 0.10194500000000001 -0.10708499999999999 0.08592000000000001 -0.084044999999999995 0.15359500000000004 0.079055000000000014 0.092530000000000015 -0.094929999999999987 -0.04890499999999999 -0.083229999999999985 -0.14601999999999996 -0.092399999999999982 0.25084500000000004 -0.0034749999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 3 -3 28 -6 -7 8 9 -8 12 13 17 14 15 -12 -1 -11 19 20 21 -19 23 -20 -24 -2 -9 -25 -4 -16
right_child=25 2 4 -5 5 6 7 26 -10 10 11 -13 -14 -15 29 -17 -18 18 22 -21 -22 -23 24 27 -26 -27 -28 -29 -30 -31
leaf_value=-0.0010931002040838423 -0.00093198968725056802 0.0013624511313920665 -0.0012385400778092419 -0.0012824523370143278 -0.00097839100045633387 -0.0013516174608442732 0.0013697434822312921 0.0012137927717080722 -0.0013569050236968945 -0.001405302066622389 -0.0012583467957977099 -0.0010168673163773363 -0.0012704711211392137 -0.00082488546698984428 0.001094411329149091 0.00079383583106895758 0.00067441604923507853 0.00066508476358020745 -0.00048883998367126101 0.0009218001618029241 0.00085117539842180848 -0.0011420158021321063 0.0002893489123997471 -0.0005133923893939935 -0.0012956827646870778 0.0011685143207469534 0.00031652364209385701 0.00080522862562717144 0.0013443484961069517 0.00039302476224543394
leaf_weight=0.33665821764589043 0.038007701514288783 0.043114107102155685 0.18256315951293789 0.25325500172039017 0.18572606090310717 0.12974626003051515 0.091360541293397435 0.21295089258637745 0.10216119803226309 0.084747957414949115 0.11396044652792614 0.11668550400645461 0.13100663380464528 0.093149878186522983 0.46208965749246989 0.09306888934224844 0.062415680818958208 0.086862106720219323 0.26967370137572277 0.10389291358296615 0.092624829499982297 0.47076214614207856 0.10273747140308842 0.082101868174504378 0.15023796400055278 0.23217978812317586 0.73632779021863815 0.65763441738090478 0.018907450445112772 0.31784818951564509
leaf_count=486 4 4 212 469 142 189 17 143 68 8 40 44 159 70 132 5 11 19 21 32 12 323 18 23 27 128 115 131 2 67
internal_value=0 -0.000122086 -7.06146e-05 -0.000897687 -2.24466e-05 1.76919e-05 5.70396e-05 9.70161e-05 -1.32493e-05 2.57428e-05 -1.00652e-05 0.000305503 -0.000179252 0.000448359 0.000568528 -0.000335799 -0.000816658 -0.000111218 -5.68324e-05 -0.00040475 -0.000616698 -0.000860521 0.000151011 0.000352254 -0.000651975 0.000873033 0.000517807 0.000658877 -0.000996143 0.000808575
internal_weight=0 5.78427 5.3852 0.296369 5.08883 4.88736 4.70163 4.57188 3.62261 3.52045 3.42908 1.1968 2.23228 1.08012 0.986967 0.207029 0.399074 2.10128 2.01653 0.754142 0.650249 0.557624 1.26239 1.00941 0.252975 0.270187 0.949279 0.739736 0.201471 0.779938
internal_count=3121 2989 2492 473 2019 1805 1663 1474 1216 1148 1131 358 773 314 244 45 497 614 606 386 354 342 220 175 45 132 258 154 214 199
is_linear=0
shrinkage=0.00134758


Tree=540
num_leaves=31
num_cat=0
split_feature=4 151 457 0 0 16 48 4 4 14 47 15 1 13 1212 403 52 13 52 4 133 0 1 12 1373 15 0 42 159 10
split_gain=0.167423 0.177081 0.143241 0.142717 0.144282 0.141101 0.136111 0.114901 0.134904 0.112749 0.114258 0.106067 0.0881434 0.0887382 0.0880993 0.0880335 0.0906201 0.104306 0.0969009 0.128623 0.087459 0.121134 0.0859157 0.148297 0.106775 0.0809495 0.110358 0.0870341 0.0805745 0.0757847
threshold=0.27834500000000006 -0.27559499999999998 0.080930000000000016 -0.062294999999999996 -0.10096999999999999 -0.014754999999999999 0.093265000000000015 -0.083854999999999985 -0.084369999999999987 -0.46885499999999997 0.12794000000000003 0.079055000000000014 0.14089500000000002 -0.07743499999999999 -0.50120999999999993 0.092070000000000013 0.11434500000000002 -0.074044999999999986 0.096795000000000006 -0.35136499999999998 -1.0000000180025095e-35 -0.11756999999999999 0.086105000000000015 0.085885000000000017 -1.0000000180025095e-35 -0.016799999999999995 -0.053834999999999994 0.084145000000000011 -0.50206999999999991 0.083760000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 20 15 8 12 -3 -11 -7 13 -6 -9 16 17 -5 19 -19 -1 -22 23 -4 -24 26 -21 -27 -16 -30
right_child=1 9 22 6 7 11 -8 14 -10 10 -12 -13 -14 -15 28 -17 -18 18 -20 25 21 -23 24 -25 -26 27 -28 -29 29 -31
leaf_value=-0.0012011876205837838 -0.0013404928703103101 -0.00037071813777123043 -0.0011864003452444901 0.00090509025835827487 0.00036824565556578488 0.00097188545014455533 0.0010548688448015714 0.00071052324474739803 0.001271567492980672 0.0011001080536908346 -0.00095206023435104889 -0.00068330655689754366 0.0015183129008663311 -0.0014709472679446476 0.00086150214961696562 -0.0014783158476915071 -0.00091266386028721503 -0.0011450593397652621 0.0010649964749608232 0.00080600171732879563 -0.00059659763762693447 0.00036633880599532887 -0.00063417348955798186 0.00059637871764390562 0.00082242005506397056 0.0011676663313922354 -0.0014373302660245467 -0.00032914056897686243 -0.0013671555253672424 0.0014773120728749159
leaf_weight=0.25563972289091896 0.10521488997619599 0.1805204050760949 0.19382404196949188 0.28242571731971078 0.078732916234002914 0.31256899182335418 0.24575830095272966 0.054101975634693655 0.1025950778712279 0.66472842090297468 0.063626353046856821 0.11275508403196 0.035114794969558716 0.19573562301957281 0.038490066297526493 0.095500217110384145 0.21095578607491905 0.26002552692079883 0.12950870547501836 0.073552741494495422 0.80186220440373268 0.4293040384654887 0.13018200779333711 0.20600770533201285 0.62408927764045075 0.19845845786039806 0.12969385371252429 0.14309505620622076 0.86106736332294709 0.020525214029476047
leaf_count=102 15 43 63 43 42 59 62 24 24 272 10 35 1 250 28 20 43 136 18 11 146 51 13 42 103 24 58 30 1349 4
internal_value=0 0.000456306 -0.000184752 -0.000290689 -0.000470487 -0.000209952 4.4568e-05 -0.000829828 -0.000182329 0.00066431 0.000920838 0.000533088 -0.000664146 -0.000943364 -0.00110379 -0.000118436 -2.7473e-05 0.000125997 -0.000109503 -0.000298498 -0.000422509 -0.000260825 0.000280401 -0.000267848 0.000571022 0.000105554 -0.000625493 0.000540574 -0.00121047 -0.00130093
internal_weight=0 1.01409 6.22157 5.06747 3.29849 1.91213 1.76897 1.38636 0.412178 0.908875 0.728355 0.425324 0.309583 0.274469 0.974185 1.52322 1.42772 1.21676 0.934334 0.804826 1.48681 1.23117 1.1541 0.399832 0.754271 0.5448 0.203247 0.341554 0.920083 0.881593
internal_count=3121 340 2781 2560 2115 393 445 1722 317 325 282 94 293 292 1405 383 363 320 277 259 299 197 221 105 116 123 69 54 1381 1353
is_linear=0
shrinkage=0.00146298


Tree=541
num_leaves=31
num_cat=0
split_feature=9 39 42 147 1348 14 43 3 2 43 160 0 52 43 4 42 3 15 51 151 1426 160 15 48 0 4 44 1 52 42
split_gain=0.0262154 0.0258968 0.0307859 0.0278316 0.0307021 0.0372494 0.0333691 0.0534802 0.0461231 0.0431106 0.0379917 0.0598926 0.0374824 0.034999 0.0391453 0.033202 0.0289308 0.0645075 0.0319473 0.0264642 0.0231774 0.0226119 0.0236413 0.0338755 0.0335004 0.029737 0.0296812 0.031437 0.0492508 0.0508978
threshold=-0.036024999999999995 0.16946000000000003 -0.11466499999999999 -1.0000000180025095e-35 0.089175000000000018 0.076175000000000007 -0.074359999999999996 -0.075944999999999985 0.089775000000000008 -0.0037449999999999996 0.083670000000000008 -0.11991499999999998 -0.15275999999999998 -0.0030899999999999994 0.40473500000000007 -0.094469999999999985 -0.10519499999999998 0.083935000000000023 0.12547500000000003 -0.081779999999999978 -1.0000000180025095e-35 -0.40698999999999991 0.095175000000000023 0.12879500000000002 -0.23091999999999999 -0.51843499999999987 0.083555000000000018 0.10538500000000002 0.11434500000000002 0.091625000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 19 -4 5 6 7 12 9 -8 11 -11 -5 -13 -15 -9 -14 18 -18 -2 -10 -22 23 25 -25 -23 27 28 29 -27
right_child=1 -3 3 4 -6 -7 8 15 20 10 -12 13 16 14 -16 -17 17 -19 -20 -21 21 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.0038152609685865755 0.0026781446489675051 0.0038210766779669639 -0.0038157714785916931 -0.003755419972995199 0.0033518624337048695 -0.0030969046357655753 -0.0036972512805770624 -0.0022448641634425876 -0.0038569456301885507 0.0020077835001582173 -0.0037045986557143517 0.0037091148405114737 0.0014356533418281791 -0.0030162473231947003 0.0028796126766446536 0.0029379808610447335 -0.003286706371749222 0.0016833198334513467 0.0033099045420717315 -0.0031044163137587616 -0.0038045837694920949 -0.0035161529954048057 -0.0015187497731682499 -0.0038598888184207094 0.00030556852726231084 0.0013930027948447822 -0.0033085888521092975 0.0024602771006650218 -0.0038257370154652836 -0.0038173535778711918
leaf_weight=0.024380478199418909 0.01326882959347131 0.023486167525334056 0.028550291173816578 0.03576996982565106 0.03782775163926988 0.058220097097546275 0.092066768106179864 0.019930257403757423 0.020550919058223371 0.10854062375438056 0.05241657450733328 0.015818065789063751 0.17727566262510663 0.12440581684085628 0.01869523116874916 0.17001261080804519 0.10073414902899458 0.09295772198584018 0.011841427187391673 0.082090622011038561 0.019645739059342304 0.021494738051842432 0.090398666922283155 0.046251509629655629 0.070098529959068401 0.34686354444284007 0.021967353182844818 0.19098560697420908 0.033420855432268581 0.029348177179599588
leaf_count=89 18 23 19 142 32 85 423 8 31 43 30 9 104 328 24 186 405 134 18 150 46 18 144 11 36 242 12 191 16 104
internal_value=0 -0.000146353 -0.000190069 -9.12609e-05 -3.82926e-05 -0.0001034 -1.22235e-05 0.000722269 -0.000355251 -0.00140646 -0.000747129 -0.000167526 -3.64014e-05 -0.00165325 -0.00224599 0.00239416 0.000311107 -0.000658832 -0.00259283 -0.0022998 0.00013075 0.000224895 0.000317936 0.000536278 -0.00135029 0.000877077 0.00102875 0.00118739 0.000593923 0.000986544
internal_weight=0 2.15493 2.13145 2.03609 2.00754 1.96971 1.91149 0.608522 1.30297 0.411943 0.319876 0.26746 0.418579 0.158919 0.143101 0.189943 0.382809 0.205533 0.112576 0.0953595 0.891026 0.870475 0.850829 0.76043 0.11635 0.64408 0.622586 0.600618 0.409633 0.376212
internal_count=3121 3032 3009 2841 2822 2790 2705 997 1708 857 434 404 803 361 352 194 661 557 423 168 851 820 774 630 47 583 565 553 362 346
is_linear=0
shrinkage=0.00379902


Tree=542
num_leaves=31
num_cat=0
split_feature=484 150 1213 475 160 147 15 474 11 156 1374 51 403 133 150 1 1374 150 0 157 4 43 43 52 16 4 3 3 0 49
split_gain=0.0258276 0.0386735 0.0264803 0.0430268 0.0259209 0.0266166 0.0257697 0.0408776 0.0312477 0.0300876 0.0296614 0.029477 0.0273423 0.025532 0.0264702 0.0397624 0.0466524 0.0440677 0.0302957 0.028873 0.028248 0.0429837 0.0321014 0.029913 0.024437 0.0241273 0.0231195 0.022843 0.0223914 0.0347327
threshold=-0.0068949999999999992 0.097210000000000005 -1.0000000180025095e-35 -0.086004999999999984 -0.40698999999999991 -1.0000000180025095e-35 -0.24436499999999997 -1.0000000180025095e-35 0.087830000000000005 0.10499000000000001 0.10637000000000001 0.11144500000000002 -0.083259999999999987 -0.25159999999999993 0.15024000000000001 0.094385000000000011 -0.094929999999999987 0.076925000000000007 -0.23001499999999997 -0.084489999999999996 -1.0000000180025095e-35 0.15359500000000004 -0.074359999999999996 -0.15275999999999998 0.25084500000000004 -0.49405499999999997 -0.52915999999999996 -0.0080949999999999998 -0.20211999999999997 0.006170000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 24 -6 7 -7 9 10 12 -9 -8 26 15 16 -15 28 -18 -20 23 22 27 -21 -4 -25 -14 -22 -17 -30
right_child=2 -3 4 -5 5 6 8 11 -10 -11 -12 -13 13 14 -16 17 18 -19 19 20 21 -23 -24 25 -26 -27 -28 -29 29 -31
leaf_value=-0.0022586422166669473 0.0031359456909379625 0.001906712105504222 -0.0026133706321104463 -0.0028314101095085011 -0.0029380845800206072 -0.0031754163329642017 -0.0019733948656050992 0.0029649260777756957 -0.00216851030534293 -0.0026617352901493812 -0.0029126199510681322 -0.0010961259936961253 0.0031464600187906268 -0.0031505885151916577 -0.0019571169677685646 -0.0012720416177381161 0.0021063180332222997 0.0027842906395631208 -0.0031323109201306688 -0.0031327042348582319 -0.0015436157730241346 0.0022414681768106967 -0.0029025707397026582 -0.00092323941698126588 0.0031249468734658929 0.0010152807699281548 -0.003133888274903263 0.0024195424393215273 0.00049412139418534467 0.0028651097501572157
leaf_weight=0.10661645376603734 0.014397301245480776 0.027343431684130337 0.055745580845269038 0.065314223142650341 0.026760125596411277 0.015743115916848183 0.049866459862642265 0.092236723750829586 0.057421421728577005 0.035614699504549097 0.028546646035465417 0.021521842285437742 0.006895258091390132 0.04135711481649218 0.043312767695169785 0.050186223408672959 0.077692775084868937 0.12653527695511002 0.026774197772283737 0.020579694577462671 0.033836811030596436 0.034243921538291033 0.08341743086748421 0.074193492611810963 0.008327963892952539 0.4041054943245409 0.033653174247319728 0.024466048693284392 0.31743803994686459 0.074473283544648439
leaf_count=487 4 16 212 469 22 1 308 214 85 81 22 10 1 37 9 21 15 164 70 64 66 10 78 30 2 291 124 8 145 55
internal_value=0 -0.00140842 1.0034e-05 -0.0017536 8.54153e-05 0.0001549 0.000201553 0.00154356 9.58795e-05 0.000177801 0.000242979 0.00219662 0.000302126 0.000379152 0.000448357 0.00052335 8.33355e-05 0.00115839 0.000254956 4.99478e-05 0.000176203 -0.000900199 -0.00165932 0.000555871 -0.00186753 0.000714579 -0.00206592 0.000119473 0.000693033 0.00094467
internal_weight=0 0.13396 1.94466 0.0797115 1.86495 1.80087 1.77411 0.129502 1.64461 1.58719 1.55157 0.113759 1.52303 1.47316 1.43261 1.3893 0.820667 0.568633 0.77931 0.701617 0.674843 0.175964 0.14172 0.498879 0.0640735 0.478299 0.0405484 0.0583029 0.442098 0.391911
internal_count=3121 503 2618 473 2145 1931 1909 225 1684 1599 1518 224 1496 1188 1063 1054 669 385 632 617 547 162 152 385 214 321 125 74 221 200
is_linear=0
shrinkage=0.00312461


Tree=543
num_leaves=31
num_cat=0
split_feature=3 38 401 484 150 150 457 16 457 160 16 1 0 16 2 16 3 12 14 2 43 0 457 401 49 11 4 3 3 16
split_gain=0.0241363 0.0335391 0.0255823 0.0261269 0.0325904 0.026196 0.0293977 0.0451206 0.0327165 0.0276036 0.0260456 0.022442 0.054463 0.0350106 0.0490697 0.0350606 0.0323994 0.0288884 0.0284832 0.0314105 0.0347477 0.0369464 0.0342036 0.0334801 0.0358444 0.0333208 0.0271026 0.0248634 0.0247722 0.0417018
threshold=0.30112000000000005 0.13905500000000001 0.10076500000000001 -0.0068949999999999992 0.10194500000000001 0.15024000000000001 0.087995000000000004 -0.094359999999999986 0.12052 -0.40698999999999991 0.25084500000000004 0.077565000000000009 -0.057069999999999989 -0.51370499999999997 0.084055000000000005 -0.084119999999999986 0.095270000000000007 0.11650500000000001 0.077685000000000018 1.0000000180025095e-35 -0.074359999999999996 -0.033209999999999996 -0.082464999999999983 0.10022000000000002 -0.0087049999999999992 0.081790000000000015 0.27834500000000006 0.13524500000000003 -0.077774999999999983 -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=2 -2 3 4 -1 6 9 8 -8 10 -5 12 13 -11 15 -15 17 18 19 20 28 23 -21 24 -22 -24 -27 -18 29 -13
right_child=1 -3 -4 5 -6 -7 7 -9 -10 11 -12 16 -14 14 -16 -17 27 -19 -20 22 21 -23 25 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0025343985474793667 0.0027590032045039015 -0.003483410083228132 -0.0034460443187973228 -0.0034477753459601782 0.0018820102177096051 -0.0027955231519760327 0.0014727604440025821 0.0025635558308866146 -0.0031145556797186999 0.0015828811102915155 0.0034322550031508905 0.001965657749365734 0.00039962670041561942 -0.0034499251131849843 -0.0034484482721982208 0.0024610395741496232 -0.0016347127099824647 -0.0015362706682094985 -0.002870225711544975 -0.0014137365789001976 0.0028688045755769099 0.0033052952820679833 0.002703966034072395 0.0034892499950583216 -0.0028951029379582589 -0.0034487069260391466 0.0016430564401657658 0.00082241766306018476 0.0027519038725876128 -0.0027455597155088499
leaf_weight=0.098343791172282979 0.065819947544696444 0.012057004496455193 0.027671898494645464 0.047342234557617879 0.024764800087723415 0.038988425483694189 0.036618268288293621 0.12473825269626093 0.037013237772043794 0.030216445709810857 0.007554250114480964 0.056636870265720063 0.28537985759794604 0.018068709691760887 0.14228629355102385 0.034691805399688747 0.15277017631706258 0.065587809847784229 0.023432481972122332 0.035881472053006291 0.014539408357450156 0.020919795606459957 0.23405103572258668 0.013667214661836624 0.10520747460213897 0.020270970979254344 0.031783236481714994 0.071614379965467378 0.077035703244291653 0.036633042764151469
leaf_count=482 131 1 156 235 11 9 39 72 12 15 2 28 126 57 812 22 74 48 30 16 15 20 186 1 228 71 25 25 93 79
internal_value=0 0.00179255 -0.000161628 -0.000113439 -0.00164598 -6.41908e-06 5.6659e-05 0.00130274 -0.000833201 -0.000105368 -0.00250102 -1.59448e-05 -0.000598755 -0.00186358 -0.0023975 0.000436732 0.000294054 0.000643161 0.000856492 0.000991541 0.000236274 -0.000946269 0.00175303 -0.00161293 -0.00219526 0.00215018 -0.00033978 -0.000850497 0.00130792 0.000115262
internal_weight=0 0.077877 1.91371 1.88604 0.123109 1.76293 1.72394 0.19837 0.0736315 1.52557 0.0548965 1.47067 0.510643 0.225263 0.195047 0.0527605 0.960031 0.735647 0.670059 0.646626 0.32464 0.154334 0.321987 0.133414 0.119747 0.286105 0.0520542 0.224385 0.170306 0.0932699
internal_count=3121 132 2989 2833 493 2340 2331 123 51 2208 237 1971 1032 906 891 79 939 840 792 762 464 264 298 244 243 282 96 99 200 107
is_linear=0
shrinkage=0.00344089


Tree=544
num_leaves=31
num_cat=0
split_feature=39 42 2 376 1456 151 4 15 15 41 128 43 3 1348 16 156 49 160 457 2 457 4 15 1 47 402 16 3 8 151
split_gain=0.0229584 0.0283109 0.02508 0.0245886 0.0307725 0.0276456 0.0439691 0.030865 0.0354116 0.0269375 0.0273504 0.0254924 0.0272708 0.0272715 0.0263234 0.024848 0.0323456 0.0354529 0.0265343 0.0385145 0.0382691 0.038527 0.0245975 0.0238839 0.0238227 0.022027 0.0285057 0.0240092 0.0210328 0.0197732
threshold=0.16946000000000003 -0.11466499999999999 0.17025000000000004 1.0000000180025095e-35 1.0000000180025095e-35 -0.40381499999999992 0.27834500000000006 -0.11713499999999999 -0.10653 0.078475000000000017 0.086435000000000012 -0.084004999999999982 0.31299000000000005 0.090205000000000021 -0.27167499999999994 0.10441500000000002 0.0093850000000000027 -0.091944999999999985 -0.23144499999999998 0.11215000000000001 -0.0029299999999999994 -0.059649999999999988 -0.095869999999999983 0.09253500000000002 0.12794000000000003 0.10389500000000002 -0.15012499999999998 -0.078934999999999991 -1.0000000180025095e-35 -0.081779999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 29 3 4 5 -3 7 -7 -9 10 11 14 13 15 -10 16 17 -13 -19 20 -20 25 -23 -5 -8 26 -22 -27 -28 -1
right_child=-2 2 -4 23 -6 6 24 8 9 -11 -12 12 -14 -15 -16 -17 -18 18 19 -21 21 22 -24 -25 -26 27 28 -29 -30 -31
leaf_value=0.0020000447504548652 0.0031344347037652051 -0.002859371606565045 0.0031102867565778775 -2.4797086972298854e-06 -0.0031216956256278723 -0.0019052416876454076 0.0017626712990567452 0.0024412877525089739 -0.0029895544141828176 -0.0029758358817018804 -0.0031220782700664878 -0.0031267321321984004 0.0031245077151782247 0.0031344501022874086 0.0010607919529883887 -0.0031317784328888858 0.0014084176147213304 0.0028630718231661889 -0.0028836742024432914 -0.0021194932400506071 0.00074450482161845957 -0.00099664464962111567 0.0011069245109188715 0.0028505480995794858 -0.0020276457614874679 -0.0031228711230653346 0.0031384841052881211 0.0028083391822380046 -0.0026706125364138432 -0.0024873889808447033
leaf_weight=0.011008693559233507 0.021439947682665772 0.0347283991759465 0.024417140586592612 0.061330700686084927 0.033607454683533322 0.099822480050533291 0.164850634038885 0.050980858948604824 0.016669153539623949 0.033324225365504279 0.029082059764732437 0.049451199868598028 0.02204582848935388 0.020912043692078441 0.24359810763053125 0.032795741349218588 0.089447235227908095 0.023480347896110199 0.046533244985765942 0.11931876923517848 0.038760844588976995 0.067371200890192995 0.27333117481158076 0.053345849089055264 0.017871076270239428 0.0090774726968447794 0.0064178402535606241 0.024671786743056145 0.10876577570616175 0.071933254951545567
leaf_count=18 23 53 51 23 260 145 217 28 21 67 98 162 33 8 335 120 177 8 36 75 8 21 196 136 9 61 1 24 556 151
internal_value=0 -0.000110667 -2.84128e-05 -7.16723e-05 -0.000168317 -0.000107173 -4.70063e-05 -0.000234031 -0.000106298 -0.000209782 -0.000134334 -6.14796e-05 -0.000302341 -0.00038533 0.000801382 -0.000468087 -0.000366108 -0.000573004 -0.000397054 -0.000507315 -0.000172729 6.60101e-05 0.00069096 0.00132471 0.00139196 -0.0010684 -0.00156856 0.00121303 -0.00234694 -0.00189178
internal_weight=0 1.87895 1.79601 1.77159 1.65691 1.62331 1.58858 1.40586 1.30603 1.25505 1.22173 1.19265 0.932381 0.910335 0.260267 0.889423 0.856627 0.76718 0.717728 0.694248 0.574929 0.528396 0.340702 0.114677 0.182722 0.187694 0.153944 0.0337493 0.115184 0.0829419
internal_count=3121 3098 2929 2878 2719 2459 2406 2180 2035 2007 1940 1842 1486 1453 356 1445 1325 1148 986 978 903 867 217 159 226 650 565 85 557 169
is_linear=0
shrinkage=0.00311821


Tree=545
num_leaves=31
num_cat=0
split_feature=31 2 123 13 13 3 15 2 52 12 150 403 484 129 52 1213 133 160 457 1374 0 0 42 4 158 15 4 484 4 150
split_gain=0.0223146 0.0219615 0.0248087 0.0244504 0.0326137 0.0300165 0.0250208 0.0306977 0.0276335 0.0273104 0.0266461 0.0234466 0.0227334 0.024876 0.0246176 0.0251511 0.0230282 0.0252177 0.0364427 0.0277655 0.0315779 0.0549881 0.047907 0.0294255 0.032491 0.0283474 0.0337368 0.0214627 0.0207037 0.0206512
threshold=-1.0000000180025095e-35 0.099185000000000009 0.08592000000000001 -0.53104499999999988 -0.39067499999999994 0.12178000000000001 0.050935000000000008 0.12358500000000001 0.2800700000000001 0.092355000000000007 -0.073399999999999979 -0.092474999999999988 -0.0068949999999999992 0.08326500000000002 -0.43320999999999993 -0.082704999999999987 -0.25159999999999993 -0.091944999999999985 -0.0029299999999999994 -0.094929999999999987 -0.10607499999999999 -0.084269999999999984 0.088380000000000014 -0.49405499999999997 0.088055000000000008 0.091650000000000023 -0.014149999999999998 0.085905000000000009 -0.46376499999999993 0.10194500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 11 3 -3 -5 6 8 -8 9 10 -6 -2 29 14 -14 -16 -17 -18 -19 -20 -21 22 -22 -23 25 -25 -27 -15 -12 -13
right_child=1 2 -4 4 5 -7 7 -9 -10 -11 28 12 13 27 15 16 17 18 19 20 21 23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.0036703850594917366 -0.0034179718619811146 -0.0029231161182449671 0.0027488451687784658 0.0027698329889110176 -0.0016573142277284323 -0.0012188171689573163 -0.0033689017047999572 0.0024599556955654436 -0.0036628783228689109 -0.0010903033336936796 -0.0008520561835632537 -0.0034293685207308264 -0.0036607710341382458 -0.0036697738024438348 -0.0036572105262656814 -0.0036647890329639856 -0.0017743985861243378 -0.002504644342310959 -0.0020210480086485629 0.0018369219888674194 -0.0034727788309749904 -0.0020859936908302974 0.0018394348332384182 0.0022139899510843293 -0.0031234662830962527 -0.0036810978920312795 0.0036994068601685134 0.0027217475614938888 0.0024886045566069525 0.0035855149045629689
leaf_weight=0.020892463163363462 0.034553691661130759 0.032379464399127755 0.053940313946441165 0.065628725440546987 0.028200821718201041 0.17316843792104919 0.040309083369720611 0.017202740522407112 0.016290289458993357 0.056682246289483373 0.028043572699971264 0.049276417078999435 0.025114018785188486 0.044658013639491401 0.024345898587398329 0.021090799669764015 0.078568526190792576 0.053819837571609019 0.049866325436596304 0.24958582941326279 0.081168454020371095 0.036926980181305802 0.031425348723132629 0.22438653867721114 0.019850802832024783 0.024860490971150284 0.012380944564938545 0.0083166795402576099 0.21120724632237409 0.0063183418606058686
leaf_count=86 309 10 116 72 20 69 90 40 47 227 34 359 104 131 204 81 223 65 38 95 159 28 34 185 22 68 1 10 191 3
internal_value=0 -0.000126771 0.000365636 0.000173514 0.000330985 5.07241e-05 0.000603186 -0.00162539 0.000979686 0.00121301 0.00170116 -0.000457502 -0.000359326 -0.000231224 -9.30181e-05 5.63093e-06 0.000106516 0.000198699 0.000396365 0.000610112 0.000802896 0.000204107 -0.00199012 0.000980023 0.00138225 0.00172412 -0.00122744 -0.00266635 0.00209703 -0.00263213
internal_weight=0 1.79957 0.723053 0.669113 0.636733 0.571104 0.397936 0.0575118 0.340424 0.324134 0.267452 1.07651 1.04196 0.986365 0.933391 0.908277 0.883931 0.86284 0.784272 0.730452 0.680585 0.431 0.112594 0.318406 0.281479 0.261628 0.0372414 0.0529747 0.239251 0.0555948
internal_count=3121 3035 916 800 790 718 649 130 519 472 245 2119 1810 1448 1307 1203 999 918 695 630 592 497 193 304 276 254 69 141 225 362
is_linear=0
shrinkage=0.00365302


Tree=546
num_leaves=31
num_cat=0
split_feature=4 151 11 403 52 1456 480 1213 475 474 1374 130 1 1374 42 43 52 42 2 151 4 12 15 403 122 48 16 43 50 47
split_gain=0.117094 0.114603 0.111685 0.101421 0.116106 0.109866 0.0932627 0.0895983 0.0857693 0.0855207 0.0708956 0.0694768 0.0774134 0.0970253 0.0824581 0.110386 0.0961779 0.092818 0.0827506 0.0945471 0.0889084 0.0829013 0.0818452 0.0805982 0.0759696 0.0830931 0.0765326 0.0680607 0.0655892 0.0983266
threshold=0.27287000000000006 -0.27559499999999998 0.081790000000000015 -1.0000000180025095e-35 -0.04127999999999999 -1.0000000180025095e-35 0.084710000000000021 -1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 0.093235000000000012 -0.23647499999999996 0.094385000000000011 -0.094929999999999987 -0.095859999999999987 -0.15582499999999996 0.11434500000000002 0.091545000000000015 0.089885000000000007 -0.082229999999999984 -0.49013999999999996 0.084100000000000022 -0.098289999999999975 0.41186000000000006 0.09197000000000001 -0.084044999999999995 -0.36241499999999999 -0.13868499999999997 0.11875500000000001 0.10954500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 27 -5 7 -7 10 -3 11 -9 13 -13 -15 -16 17 18 21 -20 -21 22 -17 -23 25 -14 -27 -1 29 -11
right_child=1 9 -4 5 -6 6 -8 8 -10 28 -12 12 24 14 15 16 -18 -19 19 20 -22 23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0012581418171231935 -0.0011618965776879883 -0.0012873599469994269 -0.0010925791173949965 -0.0010303814826660308 -0.0012472193879074721 -0.0012458986330241397 -0.0012484421649734451 -0.0011123096351212749 -0.0011651028496898585 0.0010060187032501192 -0.0010490149376711608 -0.0012612121059166995 -0.00070309678246388151 -0.001103560763819662 0.00085183802790100881 -0.0012547574559739951 -0.0011004653733613374 -0.0010636299386482812 -0.00070386975737667904 -0.00063656133872507436 0.0007393352445752506 -0.0012500472012128561 0.0003651056377646871 0.00083229260884433052 -0.00075411878804101961 -0.00037593801445230999 0.00060499762264865781 0.00046998955778886504 -0.00036292036244639714 -0.00025132864616805926
leaf_weight=0.046604903138359077 0.069213101523928344 0.038737148744985461 0.18422989512328047 0.16768637842324086 0.24286307659349393 0.083688282873482289 0.090781092323595547 0.070486174437976223 0.087037394841899984 0.48933375152409997 0.083487741787393932 0.093421054596549591 0.094875066977692657 0.09342272499634674 0.25587088230531918 0.056648999205208384 0.11959622932408809 0.1056739126179308 0.10295276599572389 0.082535587156598922 0.60409210826765047 0.15911952494934667 0.32438104538231616 0.035073996827122755 0.09061882086098183 0.1373993185115977 1.1714171196654204 0.14445503792740055 0.092865229351446033 0.11968430948036257
leaf_count=16 15 3 127 246 647 188 170 17 53 298 33 38 22 90 29 22 123 73 33 17 126 177 108 9 10 14 314 67 13 23
internal_value=0 0.000368235 -0.000143475 -0.000104996 -0.000676725 -4.46385e-05 -2.71274e-06 2.66472e-05 5.491e-05 0.00051123 8.37567e-05 0.000110044 0.000134472 -2.34705e-05 3.61526e-05 9.38332e-05 -2.81431e-05 5.90705e-05 0.000145999 0.000407333 0.000573947 -0.000212722 0.000124275 -0.000873948 0.00034933 0.000420566 0.000502019 4.84496e-05 0.000610495 0.000758925
internal_weight=0 0.809834 4.72842 4.54419 0.433923 4.11027 3.94258 3.8518 3.76811 0.74062 3.68107 3.59759 3.5271 2.03279 1.93937 1.84595 1.59007 1.47048 1.3648 0.78958 0.686628 0.575224 0.38103 0.194194 1.49431 1.40369 1.30882 0.19106 0.701883 0.609018
internal_count=3121 352 2769 2642 730 1912 1666 1496 1308 337 1255 1222 1205 845 807 717 688 565 492 176 143 316 130 186 360 350 328 83 334 321
is_linear=0
shrinkage=0.00124344


Tree=547
num_leaves=31
num_cat=0
split_feature=1456 1425 4 151 11 1213 403 475 130 480 122 43 43 1 0 42 42 42 49 12 160 15 13 4 48 1374 16 2 0 128
split_gain=0.0216529 0.0217113 0.0287117 0.038179 0.0337727 0.0246432 0.0228972 0.023893 0.02099 0.0244431 0.022286 0.0231604 0.0376747 0.0277689 0.0456325 0.0353353 0.0251081 0.0227146 0.0223118 0.0221259 0.0349371 0.0206478 0.0368877 0.0249609 0.0458483 0.0299701 0.0270931 0.0266465 0.0206092 0.0400124
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.27287000000000006 -0.27559499999999998 0.081790000000000015 -0.082704999999999987 -0.092474999999999988 1.0000000180025095e-35 -0.23647499999999996 0.084710000000000021 0.10544500000000001 -0.052894999999999991 -0.0037449999999999996 1.0000000180025095e-35 -0.084044999999999995 -0.088934999999999986 0.091545000000000015 1.0000000180025095e-35 0.11136000000000001 0.085785000000000014 0.085330000000000003 0.079055000000000014 -0.28558999999999996 0.033845000000000007 0.094275000000000012 -0.094929999999999987 0.23311500000000004 0.09167500000000002 -0.10324499999999999 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 -4 5 -2 -7 8 -8 10 11 13 -13 14 -10 -16 17 18 21 -17 -21 23 -23 24 25 -14 -27 -25 -15 -30
right_child=1 -3 3 -5 -6 6 7 -9 9 -11 -12 12 16 28 15 19 -18 -19 -20 20 -22 22 -24 27 -26 26 -28 -29 29 -31
leaf_value=-0.0018430973223418012 -0.0027773005619874864 -0.0028019884307774121 -0.0026212493270120129 0.0013132585536586609 -0.0025707629723412885 -0.0020876137831620386 -0.0025914120674296538 -0.0024867541206626659 -0.0027771852183617095 -0.0027791045299645845 -0.002655996774909609 -0.0022863216946473479 -0.0019260057609957317 0.0023602723802885538 -0.0027823910074986275 0.0023470826380624309 -0.0019801096875343119 0.0019261424094042278 0.001852890629678926 -0.0010791327823476771 0.0026277306435841881 0.0027884998939881312 -0.0020082182932887262 0.00041176490206879538 0.0025331233149847769 0.00077779961213046082 -0.0017413467818177221 -0.0022383516887954863 0.0012551135718077485 -0.0027876169057000424
leaf_weight=0.051016498713124858 0.024940423678344703 0.02116352790608278 0.020928799698594958 0.20452827609824442 0.041884920521624625 0.039141688202107505 0.021674513302059384 0.02768985396141932 0.037891883855991182 0.021413050304772585 0.020564195539918617 0.053282920437139891 0.049347153282724099 0.095655472556245513 0.020955857870376349 0.061119707568194626 0.041115190344498842 0.057224720630074444 0.051667708228706033 0.058006785697671148 0.029541535508087691 0.014656731393188238 0.078146014172943978 0.05672764640985406 0.070565078953222837 0.23404090470012529 0.038234842368183308 0.060207428661669837 0.15342440659514978 0.021486067150362942
leaf_count=288 265 75 15 332 96 328 17 56 211 161 8 182 11 72 65 26 104 40 28 93 12 3 133 21 42 142 31 28 213 23
internal_value=0 -9.01317e-06 2.56334e-05 0.000948025 -0.000114822 -4.33235e-05 4.90636e-06 6.44891e-05 0.000116936 0.00016123 0.000209519 0.000255437 -3.17727e-05 0.000739175 -2.43692e-05 0.000590576 0.000127987 0.000249924 0.000103165 0.00106602 0.000171679 -4.70273e-05 -0.00125065 0.000172369 0.000507828 6.34715e-05 0.000424044 -0.000952725 0.00132479 0.000758503
internal_weight=0 1.72723 1.70606 0.225457 1.48061 1.43872 1.41378 1.37464 1.34695 1.32528 1.30386 1.2833 0.805216 0.478082 0.207516 0.169624 0.751933 0.710818 0.653594 0.148668 0.0875483 0.601926 0.0928027 0.509123 0.392188 0.321623 0.272276 0.116935 0.270566 0.17491
internal_count=3121 2833 2758 347 2411 2315 2050 1722 1666 1649 1488 1480 765 715 407 196 583 479 439 131 105 411 136 275 226 184 173 49 308 236
is_linear=0
shrinkage=0.00277457


Tree=548
num_leaves=31
num_cat=0
split_feature=1 42 484 42 0 0 124 131 2 454 12 34 159 52 52 47 0 16 376 132 1 48 51 2 455 13 40 47 47 457
split_gain=0.109068 0.0923444 0.0917872 0.0930519 0.0847385 0.0826606 0.0778604 0.0729324 0.0695155 0.0690968 0.0732087 0.0766434 0.0805121 0.0844546 0.0730491 0.0851457 0.0824541 0.0849729 0.0648354 0.0799062 0.0701061 0.0638755 0.0732665 0.07112 0.0635989 0.076452 0.0615606 0.0881637 0.0593893 0.0576035
threshold=0.10781 -1.0000000180025095e-35 -0.0068949999999999992 0.092620000000000022 0.18019500000000002 -0.014954999999999998 -0.027784999999999997 0.08844500000000001 0.14753000000000002 -1.0000000180025095e-35 0.10832500000000002 -0.0011599999999999998 0.091530000000000014 -0.51296999999999993 0.11434500000000002 0.085270000000000026 -0.077999999999999986 -0.51370499999999997 0.091135000000000008 0.082230000000000011 1.0000000180025095e-35 0.12879500000000002 0.13640000000000002 0.11411 0.081825000000000009 0.41383500000000001 0.051255000000000002 0.13206500000000002 0.11402500000000002 0.045365000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 18 -3 4 6 8 -4 9 21 -8 11 -11 13 -13 16 -16 17 -15 19 -1 -21 22 23 26 25 -5 27 28 29 -2
right_child=5 2 3 24 -6 -7 7 -9 -10 10 -12 12 -14 14 15 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0012417568638919483 -0.00029149976336272841 -0.0010540156684715285 0.0011370462998184824 -0.0012619727563575015 0.0013612318059731694 0.0012930499239702936 -0.0013544036666249728 -0.0012735430281838513 0.0010441708240059649 -0.0013440216438566376 -0.0013664179130801362 -0.0013501548023155895 -0.00088424481533656352 0.0012720572244856938 -0.0013543525557198123 0.00086527440145447662 0.0009019298200896237 4.2722909978173619e-05 0.0008718297934076695 -0.0013492758475788212 0.00069574303872009524 -0.00055412508485184933 -0.0011870532372498315 0.00091439721867180588 0.00090447418668422326 0.0013767750089741673 0.0012170339313051157 -0.0013109951607629649 0.0009899671087365326 0.0010286328150387464
leaf_weight=0.32089995930982729 0.37996569211463771 0.17011345154423985 0.10487284869305069 0.21745808562263835 0.087020193459465989 0.12379060446255596 0.065818646267873926 0.084877032233634853 0.14111561741447065 0.064347000035925306 0.063974196586059295 0.058881237982860823 0.12610121106990857 0.11476159552694376 0.095657114687128231 0.046540472216292983 0.39996382860407775 0.9058762583445058 0.0419607880176045 0.046249600607552566 0.088435014346032403 0.25519662187434722 0.064979238712112419 0.24639633555489127 0.035729536728467792 0.021893030032515526 0.077015144430333748 0.087708555336575955 0.11774615905596875 0.071079171379096806
leaf_count=653 118 385 55 364 15 114 36 80 92 17 12 113 56 25 115 10 59 390 6 94 35 46 18 119 16 1 21 14 25 17
internal_value=0 -0.000196855 -9.74408e-05 -3.21877e-05 5.93589e-05 0.000237598 6.21318e-06 -5.22996e-05 0.000146941 1.07817e-06 4.86321e-05 9.8588e-05 0.0001517 0.000232254 0.000291874 -0.000627881 0.000383939 0.000180951 -0.000729124 -0.000876577 -6.4998e-06 4.95531e-05 0.000196991 0.000288769 -0.000770567 -0.00102061 7.86131e-05 -5.49371e-05 0.000138749 -8.3463e-05
internal_weight=0 3.16143 2.66389 2.49377 2.21869 1.56499 2.13167 2.0268 1.4412 1.94192 1.8761 1.81213 1.74778 1.62168 1.5628 0.142198 1.4206 1.02064 0.497545 0.455585 0.134685 1.30009 1.04489 0.979911 0.275081 0.239351 0.733515 0.6565 0.568791 0.451045
internal_count=3121 2537 1749 1364 983 584 968 913 470 833 797 785 768 712 599 125 474 415 788 782 129 378 332 314 381 365 195 174 160 135
is_linear=0
shrinkage=0.00134594


Tree=549
num_leaves=31
num_cat=0
split_feature=1 52 0 4 1 52 47 48 4 12 50 43 159 159 14 0 0 160 1212 133 15 13 2 42 2 1 16 0 3 43
split_gain=0.150107 0.125599 0.150902 0.15642 0.152966 0.142302 0.12443 0.105719 0.14541 0.0963528 0.0902996 0.10217 0.0830705 0.0795708 0.0757013 0.0968571 0.0957656 0.0917708 0.082708 0.0746694 0.147978 0.113635 0.0692205 0.0736073 0.0654529 0.0604313 0.0843552 0.0581901 0.0629512 0.0527821
threshold=0.10060500000000001 0.11434500000000002 -0.060129999999999996 -0.49405499999999997 1.0000000180025095e-35 0.10347000000000002 0.096475000000000019 0.12879500000000002 -0.033174999999999989 -1.0000000180025095e-35 0.11843500000000001 -0.25681499999999996 0.083335000000000006 0.092630000000000018 0.062655000000000016 -0.098289999999999975 -0.077999999999999986 0.086870000000000017 -0.47073499999999996 0.083950000000000011 0.083935000000000023 -0.075129999999999988 0.10731 0.090990000000000015 1.0000000180025095e-35 0.12337000000000002 -0.061854999999999993 -0.077639999999999987 -0.042499999999999989 -0.041739999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 19 -4 7 8 9 -2 11 -10 -11 22 15 17 18 -6 -17 24 -21 -22 -5 -24 -1 29 -27 -18 -29 -8
right_child=6 -3 3 13 14 -7 25 -9 10 12 -12 -13 -14 -15 -16 16 27 -19 -20 20 21 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=0.0011467008896752047 0.001137344590360378 -0.00087319154254983302 -0.0011265122229838749 0.00088890346063750071 0.00051566317970646561 0.00057004207303001833 -8.8601499508683996e-05 -0.0004521272415102136 -0.00089243989206296795 -0.001056931183724308 -0.0004409816353029228 0.00080952960521167724 0.00084712605542801907 -0.00034001742118864242 -0.0011309452225026968 0.00081274124820335085 0.0011415908921232345 -0.00032738999347694679 -0.0011300740725451405 -0.00099348090842623672 0.00091423895139624341 -0.0011283915395334629 0.00056987637682733212 -0.0011469953048204194 -0.0010713641458729036 0.0008612070892014159 -0.00029577079123056696 -0.0011281211373569359 0.001133414395033828 -0.0008948156617469285
leaf_weight=0.017537793144584923 0.044902158362674527 0.33178206238881092 0.17162581683078315 0.44521601659653232 0.51447498092602462 0.09881267324090004 0.19999220166937448 0.18441769600030955 0.046946471964474656 0.15387651822675241 0.091258108936017379 0.95062725181196617 0.035829985630698502 0.118676626458182 0.078126757107383926 0.032027907844167092 0.059793559106765315 0.24025466706370935 0.21019071053524385 0.19754936224489938 0.13930539101420436 0.045935914666188182 0.092636223023873754 0.048129522423550952 0.44615932383749168 0.12765528079762589 0.21379873162368312 0.04662080442358274 0.023471250344300643 0.2123788561875698
leaf_count=1 23 362 82 44 92 5 51 25 7 103 25 419 10 27 66 6 5 28 227 378 43 101 32 42 696 38 37 91 7 48
internal_value=0 -0.000215377 -0.000143265 0.000221493 -0.000316642 -0.000506626 0.000159955 0.000346734 0.000458053 -0.000346173 0.000631338 0.000729434 -0.000697311 0.000500936 -5.88819e-05 1.54474e-05 -0.000454798 0.000247292 -0.000873181 -0.00068356 -0.000315412 0.00040771 0.000671251 -1.7143e-05 -0.000987473 -0.000213653 0.000136775 0.000325429 -0.000370816 -0.000503817
internal_weight=0 3.35833 3.02655 0.975097 2.05145 0.270438 2.26168 1.50786 1.32344 0.234609 1.08883 0.997574 0.189707 0.704658 1.20496 1.12683 0.372104 0.75473 0.242219 0.846488 0.382791 0.185241 0.585982 0.140766 0.463697 0.753825 0.341454 0.129886 0.0700921 0.412371
internal_count=3121 2335 1973 232 1741 87 786 612 587 136 451 426 113 145 522 456 336 120 233 1219 522 144 118 74 697 174 75 103 98 99
is_linear=0
shrinkage=0.00112622


Tree=550
num_leaves=31
num_cat=0
split_feature=31 1348 14 3 40 124 38 1365 1456 3 0 48 14 13 39 131 131 160 13 3 133 1 49 48 45 0 11 133 2 4
split_gain=0.0211505 0.0208829 0.0308185 0.0298511 0.0301072 0.0225684 0.03025 0.0279168 0.0259631 0.0267448 0.0287721 0.0298813 0.0295245 0.0308744 0.0376761 0.0329336 0.0420143 0.0281534 0.0247969 0.0379117 0.0231917 0.0234729 0.0363557 0.0227288 0.0219616 0.0215583 0.0209206 0.0239059 0.0220086 0.0207897
threshold=-1.0000000180025095e-35 0.095915000000000014 0.078320000000000015 0.30112000000000005 0.19236000000000003 -0.043384999999999993 0.095410000000000009 1.0000000180025095e-35 1.0000000180025095e-35 -0.12018999999999998 -0.10607499999999999 0.12649500000000002 -0.073394999999999974 -0.084034999999999985 0.16946000000000003 0.10033500000000002 0.10370500000000001 0.092070000000000013 -0.084319999999999992 -0.078934999999999991 -0.088669999999999985 0.104035 -0.088694999999999982 0.086260000000000017 -1.0000000180025095e-35 0.089620000000000019 0.081790000000000015 0.0068000000000000014 0.084655000000000022 0.24564500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 -2 8 9 26 11 20 -12 18 15 17 -17 24 19 25 -11 22 -22 -24 -15 -14 27 28 -7 -28
right_child=1 -3 -4 4 -6 7 -8 -9 -10 10 12 -13 13 14 -16 16 -18 -19 -20 -21 21 -23 23 -25 -26 -27 29 -29 -30 -31
leaf_value=0.0037481393689210466 0.0019507443769702486 0.0035898313598490268 -0.0031367412407724013 0.0037368809816148104 -0.0034892093851993538 -0.00059447563971134338 -0.0037394974621379712 -0.0037410709385455707 -0.003735479630543527 -0.0022611273416591302 0.002430400890946139 -0.0023199287348625716 -0.0037272615741666521 0.0037496020421743147 0.003751460289794316 0.0032054605964778643 -0.0037215946485891728 0.0010146027615395394 0.0034298127882086468 0.00065106425421717967 -0.003320784717469551 0.0018406992944502354 0.0016640960006701114 -0.00072183179419241792 -0.003201561766496339 0.0033865565770559358 -0.0037368624984899018 -0.00085567735434124363 0.0027728038647408366 0.00035474075753123455
leaf_weight=0.019851355128594039 0.11549398102943076 0.020816522643144819 0.047399590785971557 0.048508666852285276 0.0096185552538372576 0.033765527732611322 0.014656758353339683 0.03230088688133026 0.028900495225798184 0.038580214322792017 0.033048156030417442 0.058311640139436349 0.054157299780854373 0.006492401400464142 0.015808791122253751 0.032276644691137335 0.019586503504797292 0.026507611626129801 0.02490142758779168 0.12340665642750537 0.037883926655922551 0.16963609818049008 0.12805843137175454 0.09821290480249445 0.24918169088414599 0.0066598368648556052 0.023299500729990541 0.049162425741087645 0.13530744778836379 0.067007072721025907
leaf_count=86 145 22 87 116 2 22 24 52 252 32 29 14 336 4 17 15 155 84 16 104 23 64 71 31 1087 3 81 36 67 44
internal_value=0 -0.000124963 -0.000169711 -8.60352e-05 0.00254115 -0.00018015 0.00130995 -0.000310095 -0.000234196 -0.000163497 -0.000430876 0.000200005 -0.000996388 -0.00119899 -0.00187695 -0.00214332 0.000589407 -0.00264557 -6.48014e-05 -0.000537166 0.000511077 0.000757629 6.20997e-05 0.000628486 -0.00302505 -0.00294826 0.000809433 0.00143442 0.00210033 -0.000700911
internal_weight=0 1.74895 1.72813 1.68073 0.0581272 1.6226 0.130151 1.49245 1.46015 1.43125 1.12271 0.530683 0.592027 0.558979 0.349854 0.334045 0.0518631 0.282182 0.209125 0.184224 0.472372 0.433791 0.264155 0.226271 0.255674 0.0608171 0.308542 0.218235 0.169073 0.0903066
internal_count=3121 3035 3013 2926 118 2808 169 2639 2587 2335 2085 235 1850 1821 1362 1345 170 1175 459 443 221 189 125 102 1091 339 250 125 89 125
is_linear=0
shrinkage=0.00373115


Tree=551
num_leaves=31
num_cat=0
split_feature=39 3 1456 151 4 51 156 457 1 158 0 4 52 0 52 49 42 403 475 133 13 43 3 16 47 14 3 3 1 47
split_gain=0.113536 0.127399 0.104168 0.0963558 0.114089 0.0906936 0.0853252 0.085515 0.0789625 0.077734 0.0894894 0.108652 0.112127 0.083024 0.076612 0.0706894 0.132634 0.0951304 0.127787 0.084527 0.0883515 0.0818466 0.113424 0.0685816 0.0969953 0.0734801 0.0669291 0.11784 0.0680252 0.0603109
threshold=0.0046100000000000004 0.31299000000000005 1.0000000180025095e-35 -0.40381499999999992 0.27287000000000006 -0.40274499999999996 0.10499000000000001 0.080930000000000016 0.09253500000000002 0.085900000000000018 -0.0058249999999999994 -0.49405499999999997 0.11008000000000001 -0.23091999999999999 0.091820000000000013 -1.0000000180025095e-35 0.09832500000000001 -1.0000000180025095e-35 -0.086424999999999988 -0.17773999999999998 -0.094514999999999988 -0.074359999999999996 0.086245000000000016 -0.54165499999999989 0.096475000000000019 -0.46885499999999997 0.090900000000000009 -0.082039999999999988 0.083135000000000014 0.088195000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -2 7 9 14 10 13 12 -12 -5 -7 16 -15 18 -17 -19 -21 -22 -23 -6 25 -25 27 28 -9 -10
right_child=5 -3 -4 4 23 8 -8 26 29 -11 11 -13 -14 15 -16 17 -18 19 -20 20 21 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.001252253866122392 -0.0012575831936231751 0.0012473623640234129 -0.00124790463555796 0.00079566527952298384 0.0012526620760078626 -0.0007488810291650345 -0.0012531801685808982 -0.00019555102778552404 0.0010637281007632683 -0.0012513212336679052 -0.0012594459251685302 0.00062591703793881835 0.00055765295935001138 -0.00099942640176023737 0.00076267464447876546 0.0011992939396171078 0.0010461011782153056 -0.0012534246239053319 -0.0012471506843457563 0.00071970132087559389 0.00018746782630852274 -0.0010082787995525091 0.00028374023923018215 -0.00045690953248932745 -0.00090020176897131566 0.00093069822430231423 0.00063546340626019038 -0.0011434767788310537 0.0011702397282965852 0.00018444024581023527
leaf_weight=0.11648847633477988 0.04945631192822475 0.10015364737046173 0.13460957451388811 0.098057042690926521 0.12317072346922942 0.1306793167896102 0.11164702019595996 0.13407684008416254 0.3317085753151332 0.11386380465410173 0.12273590669792611 0.37792335823178369 0.091759072660352103 0.45228472019516885 0.085938482894562185 0.038384965009754524 0.054967718097032048 0.090415834583839172 0.23581803835259285 0.21229678421514275 0.48518968070129798 0.29348332908920227 0.1636282671825029 0.081910257751587778 0.095529221231117845 0.21100280361133616 0.34073668278870173 0.11909054201532843 0.097302566893631592 0.18952105181233492
leaf_count=55 14 105 265 21 38 52 129 39 237 174 63 50 10 186 9 6 8 144 596 54 300 312 25 11 11 81 29 34 17 46
internal_value=0 -0.000139345 -0.000170936 -0.000136919 -0.000105576 0.000372521 -0.000182982 -0.000149057 0.000481784 -0.000244798 -0.000202616 0.000224738 -0.000482107 -0.000321783 -0.000149204 -0.000375854 -0.000777766 -0.000241659 -0.000904679 -9.56349e-05 -4.96914e-06 -0.000168235 -0.000545786 0.000444184 0.000187824 0.000542667 0.000243049 -0.000138468 0.000378808 0.000744016
internal_weight=0 4.49653 4.39637 4.26176 4.14528 0.787304 3.63366 3.52202 0.737847 2.83081 2.71694 0.592418 0.214495 2.12453 0.216618 2.02647 0.507252 1.51922 0.274203 1.24501 1.1546 0.942301 0.457112 0.511613 0.388442 0.292913 0.691207 0.35047 0.231379 0.52123
internal_count=3121 2763 2658 2393 2338 358 2197 2068 344 1949 1775 123 73 1652 61 1631 194 1437 602 835 691 637 337 141 103 92 119 90 56 283
is_linear=0
shrinkage=0.00124344


Tree=552
num_leaves=31
num_cat=0
split_feature=12 1 132 133 13 448 38 457 480 1 4 16 457 4 13 48 150 15 43 12 2 16 15 51 3 11 42 160 457 47
split_gain=0.127285 0.144257 0.115715 0.104127 0.19002 0.127243 0.109929 0.101716 0.091761 0.0895779 0.114392 0.0855546 0.0926496 0.0782513 0.0792129 0.0701274 0.0738419 0.102876 0.0673787 0.0945855 0.0818203 0.0783023 0.0924792 0.0841737 0.0752565 0.0890433 0.0704317 0.0669875 0.0605378 0.0602508
threshold=0.084100000000000022 0.13075500000000004 0.081465000000000024 -0.0084449999999999994 -1.0000000180025095e-35 -0.081729999999999983 0.13905500000000001 0.082380000000000009 -1.0000000180025095e-35 0.077845000000000011 -0.082769999999999982 -0.54165499999999989 0.088350000000000026 0.50996500000000011 -0.47860499999999995 0.086260000000000017 -0.23067999999999997 0.035560000000000008 -0.17390999999999998 0.11650500000000001 0.087015000000000023 -0.088159999999999988 0.090455000000000021 0.085720000000000005 -0.10831999999999999 1.0000000180025095e-35 0.08623500000000002 -0.066074999999999981 0.41022000000000008 0.092710000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 3 27 5 -5 8 15 -7 10 -10 -2 13 14 -13 16 -6 29 19 20 -16 22 23 -20 25 -23 -24 -1 -9 -18
right_child=1 -3 -4 4 7 6 -8 28 9 -11 -12 12 -14 -15 18 -17 17 -19 21 -21 -22 24 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00073339406932864401 0.0010376433260429203 0.0008066748388771411 0.00097212093964910715 -0.0013189493253515255 0.0010074872348204453 -0.0014174880865518999 -0.0014605715577075116 0.00065715380986445388 0.0011482963290571256 0.0013639606811871904 -0.0010965641074068655 0.00032389031830276399 0.00052554651581203859 0.001187592004266386 0.00090823231632704087 -0.00078412230685340342 0.00012890958422728159 -0.001419292574096967 -0.0010572489012658033 -0.0011440116325095533 -0.00061289377460641101 0.00052208050171858309 -0.00071671097570082034 0.00058483125231266768 -0.0013905515408615334 -0.0011395891129887584 0.00087692949647938335 -0.0012448572891838934 -0.00020231810801186719 -0.00089026449160560875
leaf_weight=0.040920753075624816 0.077525954984594914 0.20761460332141712 0.27227788653544838 0.058649236867496568 0.10130964190466341 0.030766683150433294 0.039198998361825943 0.41086124480352726 0.10765994811663404 0.49838297995302128 0.075989399792887213 0.17514907673467117 0.17391436980688002 0.050417214864864834 0.1702405473479317 0.46758170340035576 0.61726185295992686 0.12749415588041302 0.40492685373465198 0.13208931249391753 0.1171496242241119 0.10490298119839414 0.08780400211981032 0.072182235613581724 0.54721690162841208 0.15952871095214505 0.14315754965355154 0.18755509112088553 0.26427959906868637 0.13957212894456461
leaf_count=26 21 55 105 8 12 15 1 73 29 290 97 13 49 15 41 77 142 35 322 32 55 16 18 71 1233 105 36 94 17 18
internal_value=0 -0.000313899 9.57604e-05 2.04281e-05 9.12465e-05 0.000668421 0.000823418 -0.000128587 0.000949022 0.00105578 0.000219431 -0.000410186 -0.000458181 -0.000537212 -0.00057834 -0.000337327 -0.000125369 -0.00025515 -0.00065983 -0.000162807 0.000288172 -0.000797021 -0.000456572 -0.000808817 -0.00109402 -0.000480386 0.00027108 -0.000890546 0.000320719 -5.90422e-05
internal_weight=0 2.62382 3.43976 3.16748 2.93901 0.810647 0.751998 2.12836 0.712799 0.682032 0.183649 2.41621 2.33868 2.16477 2.11435 1.45322 0.985638 0.884328 1.9392 0.419479 0.28739 1.51972 0.708071 0.477109 0.811649 0.264432 0.230962 0.228476 0.675141 0.756834
internal_count=3121 2082 1039 934 814 440 432 374 431 416 126 2027 2006 1957 1942 284 207 195 1929 128 96 1801 447 393 1354 121 54 120 90 160
is_linear=0
shrinkage=0.00140088


Tree=553
num_leaves=31
num_cat=0
split_feature=4 12 151 151 3 15 0 4 43 15 50 47 14 15 15 1 3 2 47 3 3 42 43 1213 159 484 1348 52 1 15
split_gain=0.117086 0.108435 0.109975 0.0971891 0.0938902 0.111151 0.0935562 0.0817348 0.0736931 0.0704652 0.0698422 0.0585956 0.0678797 0.0564201 0.0771238 0.0687998 0.0620186 0.065806 0.0556873 0.0485935 0.0726444 0.0810482 0.0528516 0.0709664 0.0673539 0.055589 0.0455837 0.0555738 0.0558688 0.0914594
threshold=0.27834500000000006 0.084100000000000022 -0.086769999999999986 -0.27559499999999998 0.10732000000000001 0.15614500000000003 -0.019414999999999998 -0.46376499999999993 -0.45785999999999999 0.084050000000000014 0.11875500000000001 0.096475000000000019 -0.46885499999999997 0.091650000000000023 0.091295000000000015 0.077845000000000011 -0.10023499999999998 0.088930000000000023 0.082095000000000015 -0.074084999999999998 -0.075944999999999985 0.088915000000000008 -0.17390999999999998 0.031805000000000007 -0.46871499999999994 0.085595000000000018 0.084620000000000015 -0.28430999999999995 0.094385000000000011 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 5 13 9 8 -8 26 11 12 -5 14 15 16 17 -3 -1 20 21 22 -17 24 -24 -26 27 -4 29 -29
right_child=3 4 6 10 -6 -7 7 -9 -10 -11 -12 -13 -14 -15 -16 19 -18 -19 -20 -21 -22 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=0.00099026924657016359 -0.0011303752236485436 -0.0012315719010456674 -0.0010632400509099872 2.037470042402429e-05 0.00042737056706826653 0.00057275008468781646 0.00074618043808793489 0.0008469494403964932 -0.0010441379302828025 -0.0010397508518737474 -0.00059177172606455564 6.4431733981890518e-05 0.0012098908216604898 -0.0012272602158599022 0.00070102511126815244 0.00064124297398014977 -0.0012234889928946717 0.00011771314719868862 -0.0003308510131578097 -0.0011860296035538203 0.0010596129319222318 -0.0010853131759525037 0.0009626554574047318 0.00086108148830392592 -0.0012227252534037615 0.00065792809170525418 0.00085280023484269533 -0.00071910026553878657 0.00014498790838415922 0.00021149621765119227
leaf_weight=0.24422058224445242 0.055374067975208163 0.085738808229506636 0.093635410496063165 0.092158489445864689 0.20579704199917603 0.14452938923204772 0.058772149495780468 0.27731530842720498 0.081616602779831737 0.13115446069423353 0.070344168809242547 0.15726451715454459 0.31489861513546191 0.1615935761547006 0.079359971226949599 0.12238075968343765 0.30770249488341561 0.14382624317659065 0.058839498640736565 0.078434994968120009 0.064224787063722033 0.14674524488873431 0.032690359235857613 0.059029786534665618 0.15427867133985274 0.027524396980879828 0.069933093938743585 0.39456543365668051 0.70822824691276764 0.26061437099269791
leaf_count=99 15 44 46 34 25 27 5 59 60 108 14 32 245 397 24 25 965 52 19 46 11 132 5 14 227 7 15 150 160 59
internal_value=0 -0.000123406 4.77828e-05 0.000418501 -0.000347922 -0.000447143 -5.23678e-05 0.000463265 -0.000294642 -0.000182262 0.000553639 0.000696418 0.000940582 -0.000547862 -0.000463536 -0.00053913 -0.00086574 -0.000386223 0.000733772 -0.000283075 -0.000166373 -0.000311474 -2.46437e-05 -0.000322577 -0.000648327 -0.000938 -0.000108611 -0.000154756 -9.23631e-05 -0.000348932
internal_weight=0 4.19275 2.3789 0.69004 1.81386 1.60806 2.07584 0.417704 0.140389 1.65813 0.634666 0.564322 0.407057 1.46353 1.30194 1.22258 0.537268 0.229565 0.30306 0.685309 0.606874 0.542649 0.395904 0.273523 0.214493 0.181803 1.52698 1.45704 1.36341 0.65518
internal_count=3121 2781 780 340 2001 1976 662 124 65 538 325 311 279 1949 1552 1528 1061 96 118 467 421 410 278 253 239 234 430 415 369 209
is_linear=0
shrinkage=0.00121906


Tree=554
num_leaves=31
num_cat=0
split_feature=1 0 4 52 1 2 150 150 4 151 133 15 13 9 2 3 1 48 133 48 484 47 1 14 160 1 1 1375 1212 1429
split_gain=0.128095 0.129966 0.106566 0.105626 0.0986927 0.0980637 0.0895088 0.107139 0.0823095 0.0756544 0.0720499 0.132188 0.0962736 0.0661708 0.0646268 0.0940504 0.063557 0.0647975 0.0685861 0.0697505 0.0675974 0.0622766 0.0583497 0.0578534 0.0571345 0.0492563 0.0624439 0.050216 0.0638248 0.0499922
threshold=0.094385000000000011 -0.060129999999999996 -0.49405499999999997 0.10347000000000002 1.0000000180025095e-35 0.14753000000000002 0.080470000000000014 0.15024000000000001 0.053925000000000008 -0.086654999999999982 0.083950000000000011 0.083935000000000023 -0.076599999999999988 -1.0000000180025095e-35 0.10731 -0.116045 0.10752500000000002 -0.065739999999999979 -0.25159999999999993 0.14174500000000004 -1.0000000180025095e-35 0.087885000000000019 0.090840000000000018 0.062655000000000016 0.085045000000000023 0.090405000000000013 0.07863500000000001 -1.0000000180025095e-35 -0.46900499999999995 0.083420000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 10 6 13 -8 9 -6 -1 -12 -13 -2 -4 -16 24 -18 -19 20 -20 -22 23 25 -15 26 -11 -28 -29 -30
right_child=5 2 14 -5 8 -7 7 -9 -10 22 11 12 -14 16 15 -17 17 18 19 -21 21 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=-0.0010738945332876861 0.0012133055605003259 -0.0012092625402935922 0.00066072661711370263 0.00025533547354170854 0.00054493645271786525 0.0010349999060442767 0.00076526691064105119 -0.00059905655658402295 0.00078505559546005388 0.00091272367571561069 -0.0010740386250306713 0.00086545433316719987 -0.0011976448502219201 -0.000638352546508439 0.00054949828153291855 -0.0012070151063337657 -0.0010759304283420599 -0.0011015064676442466 -0.00080665855699490216 -0.00069047728488877164 0.0007796310051098041 0.00011940881096980798 -0.0011243397976070494 -0.0012003136289638183 0.00058525531553304058 0.00079943942313408386 0.00032318120509979269 0.00090556436276233155 -0.0012010879276829964 0.00037132172540247542
leaf_weight=0.42612611178992688 0.056686783711484945 0.14055889939481858 0.434592971112579 0.14079018025950063 0.12801243815920316 0.16521887006092573 0.43284824250440568 0.10149671940598637 0.11395650393387768 0.054177632555365562 0.17865096372588596 0.1369389497776865 0.042285089981305646 0.40280068860374729 0.10292260849382728 0.07547020177662489 0.068566837930120861 0.061678108759224748 0.071701890017721204 0.11263457126915455 0.35745424812921411 0.47561761764518451 0.14669503835830255 0.081999403366353363 0.063039333675988019 0.071710244912537746 0.085206337564159185 0.029741260397713631 0.18758043634443311 0.034137815702706575
leaf_count=781 51 64 59 18 32 112 184 7 26 6 445 85 126 230 8 99 8 15 43 20 160 87 124 68 26 23 13 6 188 7
internal_value=0 -0.000236852 0.000132596 -0.000476362 -0.000429263 0.00014691 8.03523e-05 0.000506119 -0.000166646 -0.000299025 -0.000741862 -0.000346507 0.000378699 -5.58644e-05 0.000412096 -0.000193606 -0.000100454 5.06711e-05 0.000122257 0.000196445 0.000306857 0.000402697 -0.000455318 -0.000275093 -0.000472769 -0.000111074 -0.000278131 -0.000469768 -0.000738456 -0.000958985
internal_weight=0 2.61155 0.894335 0.281349 1.71722 2.36974 2.20453 0.534345 0.933217 0.819261 0.784001 0.357875 0.179224 1.67018 0.612986 0.178393 1.61349 1.14765 1.07909 1.01741 0.904774 0.833072 0.691248 0.544553 0.46584 0.462554 0.390843 0.336666 0.25146 0.221718
internal_count=3121 2178 248 82 1930 943 831 191 493 467 1437 656 211 640 166 107 589 333 325 310 290 247 435 311 256 243 220 214 201 195
is_linear=0
shrinkage=0.00119516


Tree=555
num_leaves=31
num_cat=0
split_feature=453 1348 14 3 38 484 48 401 12 375 124 1365 42 133 52 130 4 1 0 128 150 0 150 159 41 43 43 13 151 47
split_gain=0.0224789 0.0283529 0.0298615 0.0274844 0.0309713 0.027287 0.0262093 0.0250506 0.0248549 0.022709 0.028982 0.0281832 0.0231497 0.0226228 0.032161 0.022195 0.0269906 0.032223 0.03212 0.0293423 0.0261728 0.027375 0.0379695 0.0281383 0.0227122 0.0236545 0.0344685 0.0235875 0.0385491 0.0280882
threshold=0.10218000000000001 0.090205000000000021 0.078320000000000015 0.30112000000000005 0.13905500000000001 -0.0068949999999999992 0.31656000000000006 0.10076500000000001 -0.07415999999999999 0.087420000000000012 -1.0000000180025095e-35 1.0000000180025095e-35 -0.088934999999999986 -0.25159999999999993 -0.51296999999999993 -0.23647499999999996 0.24564500000000003 0.111945 -0.17169499999999996 0.086435000000000012 0.15024000000000001 -0.23091999999999999 0.08882000000000001 0.10862000000000001 0.07882500000000002 -0.074359999999999996 -0.0037449999999999996 -0.095304999999999987 -0.0064299999999999991 0.14029000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 8 9 -1 10 12 13 -7 -12 -15 -16 19 18 -18 20 21 -17 23 24 25 -23 -27 -28 -29 -30
right_child=-2 -3 -4 4 -6 7 -8 -9 -10 -11 11 -13 -14 14 15 16 17 -19 -20 -21 -22 22 -24 -25 -26 26 27 28 29 -31
leaf_value=0.0018505590652745576 -0.003073370022033145 0.003483768241730635 -0.0028857791979391176 0.0036553869490032879 -0.0036838048300053359 -0.00066719659332100843 0.0036874032252933917 -0.0036548811470522736 -0.003327805188369253 -0.0033333018696747609 -0.0024545347700176746 -0.00366046415493574 0.0028673745534120209 -0.0036540364325481937 -0.0033570494547862499 0.0022474113542492124 0.0029498045199502641 0.0029143447880719152 -0.0009235521378840835 -0.0036621584560712077 -0.0037026170081976371 0.0013449457975236267 -0.0022800559108245651 -0.0036652829531966754 -0.0032202763125396155 -0.0030615177120702991 0.0014834224842653306 0.0018933695983779251 -0.0015642549898769306 0.0032910562827856813
leaf_weight=0.014653075765636459 0.03283396350889245 0.030149896840157342 0.049325855811730324 0.047998342390201176 0.0091146053746342659 0.0345523526721081 0.010062696412205696 0.024208125275890668 0.078489463740879617 0.025431609090446616 0.045724321500983156 0.027531835877198207 0.086442811464621516 0.028855363302226267 0.022428504205890376 0.082851100247351872 0.04061305700452067 0.1057211438583181 0.095793625041551311 0.027645577165912982 0.022953298408538103 0.28817416697438458 0.084089235573628685 0.023191865042463178 0.022258465021877782 0.043904476454825647 0.15311623340676161 0.077060946059645086 0.18325371027823134 0.017378120421199128
leaf_count=14 18 35 88 122 1 24 1 144 459 27 160 35 177 192 18 22 25 109 52 108 4 367 122 38 35 360 44 22 294 4
internal_value=0 -2.59851e-05 -8.56744e-05 -5.5365e-06 0.00248413 -9.08663e-05 -0.00190859 2.91443e-05 -0.00251315 8.70943e-05 0.000144566 -4.31142e-06 0.00185801 6.94319e-05 0.000156908 0.000242125 0.000305787 0.0014019 0.000229682 4.70831e-05 0.000149809 0.000240476 5.41565e-05 0.000296978 0.000414017 0.000520053 1.93031e-05 0.000333275 -0.000300902 -0.0011437
internal_weight=0 1.80297 1.77282 1.7235 0.0571129 1.66639 0.103205 1.56318 0.0931425 1.53897 1.51354 1.39255 0.120995 1.36501 1.31929 1.29043 1.26801 0.242128 0.136407 1.02588 0.998232 0.975278 0.892427 0.808338 0.785146 0.762888 0.474713 0.430809 0.277693 0.200632
internal_count=3121 3103 3068 2980 123 2857 474 2383 473 2239 2212 2011 201 1976 1816 1624 1606 186 77 1420 1312 1308 1286 1164 1126 1091 724 364 320 298
is_linear=0
shrinkage=0.00364992


Tree=556
num_leaves=31
num_cat=0
split_feature=31 139 1374 1 42 42 0 43 131 4 2 52 474 13 151 0 151 13 2 52 1212 0 49 16 40 157 2 47 4 1
split_gain=0.0211452 0.0204139 0.0216962 0.0219529 0.0326324 0.0303067 0.0346832 0.0278445 0.0328224 0.029706 0.0309667 0.0391432 0.0314453 0.0278329 0.0359626 0.0246917 0.0229671 0.0219081 0.0203864 0.0283642 0.0223226 0.0223266 0.0264761 0.0192589 0.0305534 0.0315179 0.0267057 0.0216564 0.0215069 0.0212107
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.093235000000000012 0.10781 -0.095859999999999987 0.091735000000000025 0.18019500000000002 -0.17390999999999998 0.088610000000000008 -0.49405499999999997 0.089885000000000007 0.10611000000000001 0.084660000000000027 0.41383500000000001 -0.08236499999999998 -0.014954999999999998 -0.044604999999999992 -0.020934999999999999 0.084055000000000005 0.077655000000000016 -0.47073499999999996 -0.23811499999999999 -0.032624999999999994 -0.071854999999999988 0.05433000000000001 -0.074309999999999987 0.13754500000000003 0.12171500000000002 -0.034939999999999992 0.13265500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 12 16 18 14 -7 23 -12 -14 19 20 -11 -22 -23 26 25 28 27 -5 -25 -27
right_child=1 2 -4 15 5 13 -8 8 -10 10 11 -13 17 -15 -16 -17 -18 -19 -20 -21 21 22 -24 24 -26 29 -28 -29 -30 -31
leaf_value=0.0037502263074294176 0.0037418297421373719 -0.0031338517273840024 -0.0030928975524162814 0.00099186852690627287 0.0020264105498663081 0.0023636236829094751 0.0029397300718728143 -0.0037474151224601193 -0.0034781972828175434 0.0030804066826999933 -0.00068883594484118809 -0.0028175427943823582 -0.0026956694754324368 0.0037718238565979138 -0.003650273222979119 0.003555973612389937 0.0013718256669416075 0.0026859961086048286 -0.0029609778014387739 0.0016850519847075984 0.0037618784606253119 0.0024715698002647358 -0.0036051145317793913 -0.0013442240523935851 0.0033612165136448009 -0.00075485240709597193 0.0036598750456167816 -0.0022773903084559268 0.0036210237422037665 -0.0035749013207449472
leaf_weight=0.019868907259478763 0.018840824439393944 0.057660167774428728 0.034549979827716126 0.17801176302236854 0.071733923292412682 0.016530452424376563 0.051529274489439558 0.03196123040561305 0.045539370586539007 0.011801246539107524 0.098511214801419555 0.043888651781799126 0.013679951692211034 0.01026309747248888 0.08558070478557056 0.034820477114408166 0.32066555600931679 0.045909961510460562 0.092273417254546075 0.046813794516310736 0.0076941391453146926 0.011394803477742244 0.081035965368756901 0.019897477490303572 0.026435771898832172 0.11705846538461628 0.044323490130409482 0.033552815089933574 0.031235327551257797 0.054445481357106473
leaf_count=86 23 215 41 113 58 19 18 113 240 6 88 121 77 1 457 81 279 29 486 72 1 16 183 18 17 91 89 19 29 35
internal_value=0 -0.000122458 -0.000164817 -0.000104752 -0.000397419 -0.000252238 -4.05607e-05 -0.000206962 -0.000395184 -0.000220912 -7.52277e-05 0.000536384 -0.000987054 -0.00208776 -0.0026767 0.000515774 0.000887547 0.00145054 -0.00156573 -0.000754694 -0.00177513 -0.00234743 -0.00285598 0.000306131 -0.000432748 -0.000883241 0.00102533 0.000473385 0.00168888 -0.0016501
internal_weight=0 1.73764 1.7188 1.68425 1.14447 1.08681 0.974433 0.922903 0.851169 0.80563 0.773669 0.463065 0.310603 0.112374 0.102111 0.539781 0.419177 0.0595899 0.251013 0.15874 0.111926 0.100125 0.0924308 0.504961 0.249073 0.222637 0.255888 0.211565 0.0511328 0.171504
internal_count=3121 3035 3012 2971 2479 2264 1787 1769 1711 1471 1358 488 870 477 476 492 367 106 764 278 206 200 199 411 190 173 221 132 47 126
is_linear=0
shrinkage=0.00373271


Tree=557
num_leaves=31
num_cat=0
split_feature=1425 4 48 11 51 47 150 160 1456 157 42 157 43 0 448 1373 130 1 1374 15 42 4 131 4 43 4 159 3 3 150
split_gain=0.0200333 0.0234307 0.0370544 0.0261758 0.0260144 0.0236747 0.0236665 0.0337543 0.0274705 0.0243307 0.0267556 0.027407 0.0245584 0.023034 0.0227677 0.023445 0.0217925 0.0231185 0.0313691 0.0286075 0.0270133 0.0272387 0.0231915 0.0225919 0.0242194 0.0425568 0.0292978 0.024046 0.0315168 0.0409804
threshold=1.0000000180025095e-35 0.27834500000000006 0.12933000000000003 0.081790000000000015 0.11144500000000002 0.096475000000000019 -0.22665999999999997 -0.091944999999999985 -1.0000000180025095e-35 0.089050000000000018 -1.0000000180025095e-35 -0.07686999999999998 -0.17390999999999998 -0.10474999999999998 -0.083859999999999976 0.099250000000000019 -0.23647499999999996 0.094385000000000011 -0.094929999999999987 -0.098289999999999975 0.091735000000000025 -0.52556499999999995 0.023795 -0.51843499999999987 0.13895500000000002 0.15285000000000001 0.091530000000000014 -0.10831999999999999 0.092670000000000016 0.088040000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 6 5 -3 -1 -8 -9 10 11 -10 13 -13 -12 16 -16 18 -18 -20 22 -22 23 -21 25 26 27 -25 29 -29
right_child=-2 2 -4 -5 -6 -7 7 8 9 -11 14 12 -14 -15 15 -17 17 -19 19 20 21 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.002663268420610077 -0.0036211737443277393 0.0032443812668003186 -0.0028607924288266777 -0.0029178075637332716 -0.0012746927317509376 0.00023651415024439728 -0.0021679846584035643 -0.0035897883067547362 0.0028634437396354035 -0.0032981225090078906 -0.0035994951908081873 0.0031229383445886185 -0.0027495398913282608 -0.0011237893867258211 -0.0032601060247701569 -0.0032602884619920931 -0.0036088320080233231 0.0013705674927717007 -0.0027420292891757745 -0.0036036148715873476 0.003618666048757403 -0.003172626817527367 -0.0022227706001658695 0.0030894179313206223 0.0034187776950132423 -0.0036050262937641288 -0.0022856594265208089 0.00092826828238060631 0.0033836100290421897 -0.0036105283325904101
leaf_weight=0.038539214590855075 0.020196211031816458 0.10350027609183587 0.026757841260405257 0.043906211555622465 0.032254219469905365 0.049808229381596902 0.10208699248255437 0.027184303315606839 0.020867127346718917 0.02722703495328449 0.018207238368631029 0.021196418954787077 0.095110635148556999 0.072715616484856582 0.019119123217023248 0.021452654078530031 0.026667615219593377 0.32993833380533033 0.035720287038201626 0.013210319915741842 0.0092952288687229156 0.041346031319108079 0.030207830135623226 0.086062986127216412 0.053451476051122881 0.025782124328543432 0.029316438381556509 0.17869181464380468 0.052620617410866544 0.029829694593445311
leaf_count=15 78 275 17 102 16 29 387 187 27 74 19 10 577 77 17 18 35 295 78 18 1 248 50 33 13 13 41 322 15 34
internal_value=0 -2.93216e-05 0.00108285 -0.000192203 0.00165152 0.00226716 -0.000107079 -0.000185164 -2.51765e-05 5.30938e-05 0.000128451 -0.00103521 -0.0014656 -0.000165282 0.000372468 0.000446059 0.000528774 0.000605663 0.000193428 0.000366598 0.000568559 -0.00192608 0.000821641 0.00101774 0.0011517 0.000850483 0.00115557 0.00144613 0.000904567 0.000278978
internal_weight=0 1.66207 0.212321 1.44975 0.185563 0.153309 1.40585 1.36731 1.26522 1.23804 1.21081 0.20989 0.189023 0.093912 1.00092 0.982713 0.96126 0.942141 0.612202 0.585535 0.549815 0.0506413 0.499173 0.468965 0.455755 0.402304 0.376522 0.347205 0.261142 0.208522
internal_count=3121 3043 337 2706 320 304 2604 2589 2202 2015 1941 691 664 87 1250 1231 1213 1196 901 866 788 249 539 489 471 458 445 404 371 356
is_linear=0
shrinkage=0.00358471


Tree=558
num_leaves=31
num_cat=0
split_feature=1456 1 2 31 457 49 4 15 403 52 455 403 159 474 47 4 52 3 3 1 2 0 16 484 1212 474 452 2 148 13
split_gain=0.13296 0.134961 0.132535 0.131359 0.125483 0.130731 0.119646 0.105353 0.0948244 0.0922664 0.0873296 0.0813797 0.0800855 0.0761229 0.0768073 0.081024 0.128711 0.0991684 0.0873289 0.0855066 0.0727662 0.0703771 0.083126 0.0832996 0.0950803 0.0711062 0.0679908 0.0672185 0.110075 0.0637722
threshold=-1.0000000180025095e-35 0.11588000000000001 0.088850000000000012 -1.0000000180025095e-35 0.088350000000000026 -0.043469999999999995 -0.083854999999999985 0.095175000000000023 -0.088999999999999982 0.25317500000000004 -1.0000000180025095e-35 0.097240000000000007 -0.46986499999999992 -0.14697499999999997 0.11842500000000002 -0.49405499999999997 0.10347000000000002 -0.097604999999999983 -0.055119999999999995 0.090475000000000014 0.14753000000000002 -0.23051499999999997 -0.5335399999999999 0.08660000000000001 -0.50120999999999993 0.084660000000000027 0.085195000000000007 0.091055000000000011 -1.0000000180025095e-35 0.18141000000000002
decision_type=2 2 2 2 2 2 2 2 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 2 3 -2 7 -6 8 9 -5 11 -9 13 -8 -4 15 16 -15 -17 19 -19 -3 -14 -23 24 -24 -25 -1 -20 -29 -10
right_child=1 20 4 6 5 -7 12 10 29 -11 -12 -13 21 14 -16 17 -18 18 27 -21 -22 22 23 25 -26 -27 -28 28 -30 -31
leaf_value=-0.0011573973206828977 0.0012652366842767731 0.00020944752665965399 -0.0013036603028400184 -0.0012501219439579585 0.00093833537842834497 -0.00048364741651998232 0.0011321266325678267 0.001274688604626515 0.00052279673346231331 -0.0012543533359796665 -0.0012562746840536544 -0.0012538869420317088 0.00065725746195834621 -0.001251327263667009 -0.0012546867970650837 0.00076164565234906228 0.00054788013830438036 -0.0012460288630183726 -0.00078211035696931915 0.0012626951514612078 0.0011076511558893211 0.001045515049893989 0.00062606437760799529 -0.00080558352705456494 -0.0010404928701368723 0.0010299962762509865 0.00126848478332131 -0.00096574007202481578 0.00044823357082667383 -0.0012497606840257761
leaf_weight=0.23224796440263151 0.069985096321033446 0.95695396298106039 0.059485609563127873 0.067889468409703113 0.39075865937047638 0.13432738237315778 0.037457104219355997 0.023911502212285995 0.32553643332357673 0.089417426104773656 0.17791651479637938 0.073047037851210805 0.0554355374770229 0.14507414324907708 0.06053464111755591 0.45597136673313921 0.10668385605094954 0.12231878321472445 0.096528035748629337 0.025361506908666342 0.16324338467529742 0.037555684946709245 0.055931161128682128 0.065948959192610235 0.98643089097095449 0.064583920568111353 0.019351761788129807 0.094563929131254554 0.8528465439012507 0.034730192113784142
leaf_count=287 39 293 35 123 53 35 6 1 186 90 181 71 9 69 25 102 6 278 15 3 107 14 19 52 777 20 1 9 198 17
internal_value=0 -4.75898e-05 -0.000139848 -0.000404885 2.42983e-05 0.000574564 -0.00047239 -9.69173e-05 9.78962e-05 -1.741e-05 -0.00095642 3.54496e-05 -0.000659732 8.20891e-05 0.000124149 0.000168094 -0.000488903 0.000268486 7.97787e-05 -0.000815199 0.00034034 -0.000712753 -0.000775495 -0.000833804 -0.000951069 0.000102609 -0.000970811 0.000206386 0.000307101 0.00035192
internal_weight=0 5.83043 4.71023 1.80148 2.90875 0.525086 1.7315 2.38366 0.428156 2.18183 0.201828 2.09242 1.30334 2.01937 1.95988 1.89935 0.251758 1.64759 1.19162 0.14768 1.1202 1.26589 1.21045 1.17289 1.04236 0.130533 0.2516 1.04394 0.94741 0.360267
internal_count=3121 2833 2433 1262 1171 88 1223 1083 326 901 182 811 897 740 705 680 75 605 503 281 400 891 882 868 796 72 288 222 207 203
is_linear=0
shrinkage=0.00124344


Tree=559
num_leaves=31
num_cat=0
split_feature=39 42 2 376 1456 151 4 150 160 157 42 1 403 47 401 1 1373 16 1 48 1366 130 474 147 47 2 133 3 133 52
split_gain=0.0198099 0.0218417 0.0229579 0.0239036 0.0245763 0.0240465 0.0280908 0.0269202 0.03975 0.0224896 0.0242468 0.0290266 0.0318314 0.0256632 0.0209583 0.020934 0.0209014 0.0201943 0.0259732 0.0252435 0.0200351 0.0202368 0.0211814 0.0264414 0.0221025 0.0257527 0.0229358 0.020601 0.0383362 0.0260752
threshold=0.16946000000000003 -0.26584999999999998 0.17025000000000004 0.048375000000000008 1.0000000180025095e-35 -0.40381499999999992 0.27834500000000006 -0.22665999999999997 -0.091944999999999985 0.087580000000000005 -1.0000000180025095e-35 1.0000000180025095e-35 0.03138500000000001 0.11518500000000002 0.082755000000000009 0.09253500000000002 0.099250000000000019 -0.54165499999999989 0.111945 0.12796000000000005 -0.082084999999999991 -0.23647499999999996 0.087745000000000017 0.089365000000000014 0.10254000000000001 0.13712500000000002 -0.25159999999999993 0.14121000000000003 0.093615000000000018 -0.11592499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 14 10 11 -10 13 -13 -9 -5 20 -8 -19 -20 -12 -22 24 -24 25 26 -23 28 29 -28
right_child=-2 2 -4 15 -6 6 17 8 9 -11 16 12 -14 -15 -16 -17 -18 18 19 -21 21 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0039609569184302076 0.0039651232276491965 -0.003632483823102356 0.0039338657232946437 6.8809945049283917e-05 -0.0039531986576846435 0.003085371072757625 0.0039578511447224164 -0.0036625805210850587 -0.003955108614942254 -0.0034687890243909917 -0.0038325416452212272 -0.0032365354773078703 0.0028764576762816932 0.0021808821086841466 0.0031068125002229733 0.0036338407895528716 -0.0039660915242270226 -0.0011197211948655616 0.0032405231819972588 -0.0036041981626240534 -0.0039773067253463011 -0.0039612082900914933 -0.0034979083454011947 0.0039537027261654523 0.0024398530844043542 -0.0030793181221123443 -0.0018482324589653113 0.0027996522358035873 -0.0039466276010900227 0.00085851331316043767
leaf_weight=0.022825037829534156 0.018680979817872978 0.030872648894728072 0.022024685332325933 0.055817989603383356 0.027496343167285775 0.035235096467658322 0.037134812122531002 0.076486170731185577 0.052578609634337026 0.0322913489790152 0.01881763486562682 0.052713363918428513 0.032626665681164013 0.018397651270788629 0.0078667076504643774 0.047592003917998227 0.019169430475812987 0.065664704183291067 0.062194772794100572 0.0097162512829527259 0.017045303447957405 0.017843723996519678 0.04064902065510978 0.0090870937856379896 0.083816137960639026 0.033566872941264592 0.06178812176676618 0.059299971064319834 0.030602791065120982 0.54609244486846897
leaf_count=18 23 56 54 23 267 11 53 316 507 106 24 140 25 12 11 135 18 34 142 6 14 33 105 13 67 19 147 42 187 513
internal_value=0 -0.00012494 -7.03702e-05 -0.000126101 -0.000254442 -0.000184377 -0.000109447 -0.000317392 -0.00041642 -0.000220599 -0.000124731 -0.00156472 -0.000353163 -0.00183496 -0.00303127 0.00170953 0.000115297 0.00137354 0.000675978 0.0023157 0.000200467 0.000284811 0.00036711 -0.00213645 0.000516589 0.000301423 0.000459999 0.000573058 0.00036626 0.000583386
internal_weight=0 1.62731 1.60449 1.58246 1.47905 1.45156 1.42068 1.24597 1.21074 1.12639 1.09409 0.156316 0.103738 0.071111 0.0843529 0.10341 0.937779 0.174711 0.137576 0.071911 0.918609 0.899791 0.882746 0.0497361 0.83301 0.749194 0.715627 0.697783 0.638483 0.607881
internal_count=3121 3098 3080 3026 2868 2601 2545 2310 2299 1972 1866 684 177 152 327 158 1182 235 182 148 1164 1140 1126 118 1008 941 922 889 847 660
is_linear=0
shrinkage=0.00394921


Tree=560
num_leaves=31
num_cat=0
split_feature=1 0 47 4 1 4 52 48 50 52 45 128 4 151 13 1 15 42 1447 1 1 3 2 3 133 15 133 148 2 4
split_gain=0.139294 0.121666 0.113429 0.128075 0.0961542 0.0913315 0.0954037 0.0819733 0.0823819 0.0712109 0.0669662 0.0707759 0.0668831 0.0615044 0.0588891 0.0619597 0.0811538 0.0617606 0.0555262 0.0545348 0.0585712 0.0518076 0.048894 0.0906383 0.0479306 0.0800531 0.0782104 0.0410007 0.0398967 0.0389318
threshold=0.094385000000000011 -0.060129999999999996 0.096300000000000011 -0.17966999999999997 1.0000000180025095e-35 -0.49405499999999997 0.10347000000000002 0.12879500000000002 0.13997500000000004 -0.38533999999999996 0.094030000000000016 0.086435000000000012 0.053925000000000008 -0.086654999999999982 -0.061684999999999997 0.12408500000000001 -0.11345499999999999 -0.098769999999999983 -1.0000000180025095e-35 0.090840000000000018 0.090405000000000013 -0.078934999999999991 0.10731 -0.116045 0.083950000000000011 0.083935000000000023 0.091935000000000003 -0.080634999999999984 1.0000000180025095e-35 -0.17966999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 24 6 -3 8 9 -5 11 18 13 -6 15 16 -4 -16 -11 20 21 29 -7 -24 28 -26 -27 -20 -1 -15
right_child=2 5 14 7 12 22 -8 -9 -10 10 -12 -13 -14 19 17 -17 -18 -19 27 -21 -22 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=0.00081674840036115445 -0.00090222934547124867 -0.001307488141753321 0.00051543713240111665 -0.00066127591584956959 0.00052703204735539432 0.00068097035044614447 0.00032324779836119923 -0.00047380483550030184 -0.001303477821234177 -0.00043272928953383899 -0.00091586181968629206 -0.00045461931250471792 0.00084980178307545416 0.0012203648692853944 0.00039910878148698739 0.00097184111376019764 -0.0012175653414475218 -0.00084526549582947675 -0.00015264266112828532 -0.0012135376521056772 0.00073580099114332713 -0.00014593240096370385 0.00072123252931299495 -0.0013024902402194454 -0.0011078225574397188 0.0010164178722840015 -0.00092120514254487426 0.0010124110246520718 -0.0012334345898228644 -0.0012963905063986796
leaf_weight=0.016604448435828312 0.11855151668714836 0.12385239342256682 0.10035806871019304 0.064615653260261641 0.12133873722632416 0.39251709319069039 0.11653565310189151 0.13109218372846965 0.036856801467365474 0.051230693657998594 0.039707226183963829 0.071059553803934139 0.092336474088369869 0.011146310454932973 0.085262001113733277 0.10764286985795479 0.082317062580841593 0.30746974471549027 0.053470911487237816 0.13332027863361873 0.07952315535658272 0.27551532056531869 0.082440325990319252 0.0672567066794727 0.15216448806313565 0.086524458769417834 0.058392893781274324 0.92657579298247661 0.36693792582445894 0.13338133104480221
leaf_count=2 107 64 17 29 32 59 18 20 14 22 9 29 26 2 9 33 44 97 20 124 24 76 8 99 445 21 190 493 779 209
internal_value=0 -0.000267965 0.000188161 0.000387922 -0.00048051 0.000146798 -0.000516938 0.00049919 0.000601763 0.000659958 0.000734712 0.000794167 -0.000189445 -0.000316676 -0.000248519 0.000193283 -0.000265488 -0.000575112 0.000880214 -0.000478434 -0.000282255 -0.000474995 0.000441062 -0.000187997 -0.000842536 -0.000452461 0.000235673 0.000948846 -0.00114468 -0.00110229
internal_weight=0 2.30979 2.17621 1.49316 1.52719 0.782602 0.240388 1.37461 1.24352 1.20666 1.14204 1.10234 0.846562 0.754225 0.68305 0.290318 0.182675 0.392732 1.03128 0.632886 0.499566 0.420043 0.542214 0.149697 0.680624 0.297082 0.144917 0.980047 0.383542 0.144528
internal_count=3121 2178 943 743 1930 248 82 636 616 602 573 564 493 467 200 94 61 106 535 435 311 287 166 107 1437 656 211 513 781 211
is_linear=0
shrinkage=0.00129368


Tree=561
num_leaves=31
num_cat=0
split_feature=39 3 457 484 3 15 13 2 3 3 4 1 42 11 0 0 12 131 16 47 48 4 133 39 13 151 50 1 1 2
split_gain=0.124433 0.146595 0.104682 0.119549 0.0951055 0.0974708 0.0866146 0.0841008 0.161034 0.128825 0.0757633 0.0736898 0.0821324 0.0722474 0.0685151 0.11603 0.107559 0.0707965 0.0717063 0.0686233 0.0755082 0.0676279 0.0657005 0.0877621 0.0630166 0.0595377 0.0580947 0.051025 0.0488479 0.0814355
threshold=0.0046100000000000004 0.30112000000000005 0.080930000000000016 -1.0000000180025095e-35 -0.10519499999999998 0.079055000000000014 -0.094514999999999988 0.11411 0.090900000000000009 -0.082039999999999988 0.27834500000000006 0.083135000000000014 0.088200000000000014 0.089270000000000002 -0.053834999999999994 -0.057069999999999989 0.084100000000000022 0.088315000000000018 -0.078844999999999985 0.092710000000000015 0.085845000000000019 0.24564500000000003 0.085075000000000026 0.16946000000000003 0.073000000000000023 -0.077959999999999988 0.088280000000000011 0.11634000000000001 0.08844500000000001 0.09142500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 13 28 8 9 11 22 12 -4 21 15 16 19 -18 26 20 -8 24 23 25 -5 -2 27 -19 29 -6
right_child=10 -3 7 4 6 -7 14 -9 -10 -11 -12 -13 -14 -15 -16 -17 17 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0011728835879978596 0.00053305899160433878 0.0010294066632599655 -0.00090366130024280354 0.00071152943922266163 -0.0012564632595950642 -0.00073400723356726151 0.00021092863739969136 -0.00080702974622785708 0.0010140841060438496 -0.0011269876167294031 0.0012405555222380245 0.0011960407065298457 0.0010656616595213163 -0.0004812705775122636 -0.0011127462525263177 0.0010516848146236322 -0.0012114606283796054 -0.0012548896542477943 -0.0012507716938616872 -0.00078072521060654752 -0.00081834641309512632 0.0012009412046301868 0.00078933084494723325 0.001268344257325393 -0.00024538598007976299 -0.00057934042432472013 0.0010994957283527852 0.0012706703476037912 0.00065272413719919052 0.00017678850607065919
leaf_weight=0.21900506374549911 0.10243034685845487 0.16095405528903928 0.092367095698136836 0.22435348453291259 0.081592285489023975 0.16765721049887361 0.54215625172946624 0.10873781162081286 0.3283674284175504 0.14087590136477945 0.13685032215289539 0.10000371860223822 0.051387877727393061 0.1411803199807764 0.23294560986687329 0.08277860879752541 0.37413377024495276 0.046551043611543719 0.077277505562960869 0.23640245472779498 0.13977192351376289 0.1617913868103642 0.21420565445441753 0.066916171315824613 0.20564338111580582 0.28026815436896857 0.065146082299179398 0.017036730423569679 0.16857865656493232 0.25489924389694352
leaf_count=457 40 117 60 43 51 89 159 17 44 37 128 19 5 69 152 14 943 88 145 43 22 45 92 15 58 83 16 1 23 46
internal_value=0 -0.000140345 -0.000184534 -0.000280208 -0.000219492 0.000124876 -0.000353218 0.000215852 0.000371849 -0.000176436 0.00039461 0.000372918 -0.00019969 0.000321335 -0.000480536 -0.000387401 -0.000466899 -0.000887787 -0.000299969 -0.000201007 -3.75008e-08 0.000512809 0.000220214 -5.09247e-05 0.00025389 -0.000281604 0.000270787 -0.00057823 0.000104106 -0.000170746
internal_weight=0 4.42159 4.26064 3.4389 3.2199 0.900626 2.31927 0.82174 0.713002 0.384635 0.800671 0.243759 0.143755 0.732969 1.8142 1.58125 1.49848 0.580145 0.206011 0.918331 0.681928 0.591788 0.66382 0.449615 0.429997 0.382699 0.128734 0.0635878 0.50507 0.336492
internal_count=3121 2763 2646 2464 2007 304 1703 182 165 121 358 84 65 215 1583 1431 1417 1193 250 224 181 146 230 138 101 123 105 89 120 97
is_linear=0
shrinkage=0.00124864


Tree=562
num_leaves=31
num_cat=0
split_feature=1213 475 1456 1425 4 11 4 150 403 156 1 158 452 3 133 3 1 42 456 43 4 150 14 4 4 42 16 52 52 15
split_gain=0.0191297 0.0305758 0.0197058 0.0200949 0.020981 0.0284847 0.0217168 0.0454933 0.0214582 0.0212361 0.0201276 0.019295 0.0173608 0.0169441 0.0168785 0.0165699 0.0165554 0.0285706 0.0264868 0.0254613 0.0238083 0.0344315 0.0317485 0.0291709 0.0341085 0.0283353 0.0273655 0.0264077 0.0221625 0.0407404
threshold=-1.0000000180025095e-35 -0.086004999999999984 -1.0000000180025095e-35 1.0000000180025095e-35 0.50996500000000011 0.087830000000000005 0.27044500000000005 -1.0000000180025095e-35 -0.083259999999999987 0.10499000000000001 0.11866500000000001 0.094850000000000004 0.085195000000000007 0.149315 -0.25159999999999993 -0.52915999999999996 0.11353000000000001 0.093175000000000022 0.087015000000000023 -0.52440999999999993 -0.0024449999999999997 0.08926000000000002 0.083150000000000016 0.0052350000000000009 0.033845000000000007 0.090310000000000015 -0.069144999999999984 -0.23798499999999997 0.11434500000000002 -0.036009999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 12 4 5 6 8 -8 13 11 -7 14 -2 -4 15 -10 17 18 20 -19 21 22 27 -22 -25 26 -26 -16 -29 -30
right_child=2 -3 3 -5 -6 10 7 -9 9 -11 -12 -13 -14 -15 16 -17 -18 19 -20 -21 23 -23 -24 24 25 -27 -28 28 29 -31
leaf_value=0.0031314791966732714 -0.0026773511362291084 -0.0027712296607288272 -0.0031258976753039077 -0.0031530834083244941 0.0024148721891621501 -0.0027371444484068697 -0.0021425016496688489 0.0024390538978467991 0.0031388870730440742 -0.0026760069345896243 0.0011619220471334746 -0.0024094241663474196 0.0031413217756574769 0.0031386355174208343 -0.003093896498864687 -0.0031310800505504892 0.001087681098674134 0.002942499576687135 -0.0023939927400007249 -0.0027161155890438322 -0.0019814846846601258 -0.0022508901553346225 -0.0031285709400769501 0.0016716290824194974 -0.0023648809831763244 0.0017251597674707625 0.00050732781005630525 0.0015370348135099918 0.0026860121551653933 -0.0031404271763741964
leaf_weight=0.010296475142240524 0.041687421105052525 0.050788879033689338 0.032358193369191102 0.018685947738276698 0.037440010729369422 0.056706251409195718 0.027272190782241523 0.094076441603647143 0.0049213138408958903 0.026376296340003935 0.016724956847610883 0.027933100350764906 0.0056843473576009265 0.004842289723455905 0.013792537291464013 0.024997383713070032 0.20257115925051039 0.0090375403669895604 0.035533654853679764 0.054756430227598685 0.07594414431150831 0.033938652210053988 0.017460564318753313 0.099090664503819426 0.085940767057763878 0.03923143108295335 0.05190517611163159 0.39700238357681883 0.02010339612752432 0.02803267575609425
leaf_count=4 257 487 346 75 145 68 20 160 1 68 19 79 1 1 67 135 142 3 97 129 96 71 24 34 60 20 32 390 33 57
internal_value=0 -0.00177628 4.97129e-06 6.61364e-05 0.000105764 4.73714e-05 0.000146339 0.00140938 2.71348e-05 9.67822e-05 -0.00184908 0.000156622 -0.00197914 -0.00231046 0.000216641 -0.00209974 0.000276162 0.000105237 0.000248721 -0.00191447 0.000357604 0.000788663 0.0010052 -0.000267147 0.000204284 -0.000616828 -0.00128337 0.00116248 0.00129436 -0.000707092
internal_weight=0 0.0610854 1.58405 1.53668 1.51799 1.48055 1.40712 0.121349 1.28577 1.24857 0.0734312 1.22219 0.0473718 0.0372005 1.19426 0.0299187 1.16434 0.96177 0.897976 0.063794 0.862442 0.51033 0.476392 0.352112 0.276168 0.177077 0.137846 0.458931 0.445138 0.0481361
internal_count=3121 491 2630 2372 2297 2152 2065 180 1885 1538 87 1470 258 347 1391 136 1255 1113 981 132 884 642 571 242 146 112 92 547 480 90
is_linear=0
shrinkage=0.00312336


Tree=563
num_leaves=31
num_cat=0
split_feature=1 47 4 48 0 44 50 128 457 159 4 52 1 4 151 2 13 3 1374 1429 4 12 4 2 3 454 403 43 3 0
split_gain=0.147431 0.144761 0.125936 0.119484 0.107783 0.0947944 0.100451 0.080238 0.0888035 0.0773687 0.0759851 0.0888528 0.0661743 0.0688714 0.0656614 0.0607973 0.0604061 0.0627087 0.06019 0.0671747 0.0548607 0.0525359 0.0734865 0.0513386 0.0839508 0.0502359 0.0601826 0.0467242 0.0417297 0.0398211
threshold=0.094385000000000011 0.092530000000000015 -0.04890499999999999 0.12879500000000002 -0.060129999999999996 0.087770000000000015 0.11843500000000001 0.086435000000000012 0.51789000000000007 0.076905000000000015 -0.49405499999999997 0.10347000000000002 1.0000000180025095e-35 0.053925000000000008 -0.086654999999999982 -1.0000000180025095e-35 -0.23438999999999996 -0.10519499999999998 0.093235000000000012 -1.0000000180025095e-35 -0.16363499999999997 0.085885000000000017 0.23246000000000003 0.10731 -0.116045 0.085470000000000004 0.03138500000000001 0.084740000000000024 0.11296500000000002 -0.062294999999999996
decision_type=2 2 2 2 2 2 2 2 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 5 12 6 7 8 18 15 11 -6 28 14 -14 -2 -3 -18 19 -4 -16 -21 -23 27 -25 26 -22 -12 -1 -19
right_child=1 16 3 -5 10 -7 -8 -9 -10 -11 23 -13 13 -15 20 -17 17 29 -20 21 25 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0011906551812425174 0.00096194871615448935 0.00072547371830415067 -0.0004491035867570085 -0.00090086194748286222 -0.0014792041506138159 -0.0014168255413632301 -0.00084020421323965011 -0.00068034823190997473 -0.00076454426394562645 0.00090515475557071919 0.00075680462690781345 7.2893770502408778e-05 0.00028690263678977115 0.00058991685787822333 0.00083628464993312692 -0.001209013456150898 0.00034168380626169794 -0.0010521518737366437 -0.00045845948966091781 0.0014680194781416665 -0.001154332734710683 -0.00042515507422434724 0.0012795767808919511 0.00049626404634676286 -0.0014689876084205053 0.00075912594605367088 -2.3915733672027411e-05 -0.00020774838321242306 -0.00025084139013209836 -0.00024798786508348837
leaf_weight=0.83097753555193854 0.030748576231417246 0.06770065613090992 0.056108855409547798 0.14549438992980857 0.17416791983850999 0.05216113656933874 0.09459913958562538 0.078654286364326254 0.066713059670291841 0.055940488440683112 0.26193266623886291 0.1422071988490643 0.13214438605064061 0.10199570878467057 0.040538925342843868 0.24993170805100851 0.10570529635879211 0.54728563115349971 0.05740398564375937 0.50213026128767491 0.64997123967259518 0.087293638054688927 0.13935313411639072 0.086711620097048581 0.098595732673857128 0.036928546614944935 0.11813392139447387 0.1797469180310145 0.11404287372715771 0.17170752437232284
leaf_count=1428 10 24 16 14 64 9 23 17 6 29 41 18 32 26 9 164 20 125 16 343 370 33 55 8 99 6 50 18 9 39
internal_value=0 -0.000126463 0.000133551 0.000342092 -0.000606208 0.000501506 0.000593963 0.00073133 0.00085348 -0.000659369 -0.000199476 -0.000781553 -0.000795713 -0.000549305 -0.000668149 -0.000971184 -0.000597464 -0.000706066 0.000981634 0.00108696 -0.000817402 0.00120522 0.000622995 9.42375e-05 -0.000549379 -0.000900676 -0.000980476 0.000364268 -0.00107724 -0.000860104
internal_weight=0 2.50893 1.61653 1.27991 2.9681 1.13442 1.08226 0.987657 0.909003 0.336621 0.943362 0.316375 2.02473 1.07971 0.977717 0.28068 0.892399 0.824698 0.84229 0.784886 0.845573 0.728777 0.226647 0.626987 0.185307 0.805034 0.768105 0.44168 0.94502 0.718993
internal_count=3121 943 735 532 2178 518 509 486 469 203 248 82 1930 493 467 174 208 184 463 447 435 431 88 166 107 426 420 59 1437 164
is_linear=0
shrinkage=0.00145689


Tree=564
num_leaves=31
num_cat=0
split_feature=31 2 123 1447 13 48 51 15 1426 0 11 1 148 41 2 484 129 159 457 454 160 403 1213 52 133 1374 51 51 130 42
split_gain=0.019192 0.0181321 0.0253946 0.0226403 0.0238032 0.0259098 0.0421429 0.0301437 0.0268886 0.02417 0.0225609 0.024316 0.0368124 0.0215209 0.030993 0.0214597 0.0212041 0.0200506 0.0216069 0.0291696 0.023874 0.0251704 0.0248728 0.0240419 0.0238283 0.0233332 0.0264305 0.0195272 0.019091 0.0206126
threshold=-1.0000000180025095e-35 0.099185000000000009 0.08592000000000001 -1.0000000180025095e-35 -0.53104499999999988 0.12649500000000002 0.13705500000000001 1.0000000180025095e-35 -1.0000000180025095e-35 0.089620000000000019 0.10177000000000001 0.104035 -0.082084999999999977 0.078475000000000017 -0.13033999999999998 -0.0068949999999999992 0.08326500000000002 0.10395500000000001 -0.0029299999999999994 0.085470000000000004 -0.090969999999999981 -0.092474999999999988 -0.082704999999999987 -0.43320999999999993 -0.030254999999999994 -0.094929999999999987 0.067785000000000012 -0.084389999999999979 -0.23647499999999996 0.088200000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 13 3 -3 -5 7 -7 8 -6 -9 11 27 -13 14 -2 -16 17 18 19 -17 24 -22 -23 -24 -20 -25 28 -10 -27 -30
right_child=1 2 -4 4 5 6 -8 9 10 -11 -12 12 -14 -15 15 16 -18 -19 20 -21 21 22 23 25 -26 26 -28 -29 29 -31
leaf_value=0.0031341970771661125 0.0023429104316531964 -0.0031288668775158166 0.0024579296822297095 -0.0025168795147884277 -0.0031554163180134028 -0.0028753081998116087 0.0010684605897663957 -0.0015039815653395984 -0.0031241192811758104 0.0027321126912665983 -0.0023526022020245508 -0.0023823248800368874 0.0029674843452254418 -0.002496706957124009 -0.0025637582087394985 -0.0030914413485446249 -0.0026552976175869829 -0.0031132153750180161 0.0016017611568124345 0.0024555518231846344 -0.0031224717320530136 -0.0031239526737903184 -0.0031255224468926929 -0.001586526296548439 -0.0031274837045629071 -0.0031458448742089987 0.0023167566698234048 0.0010051215634960719 0.00016962728633455402 0.001741252007116074
leaf_weight=0.017966879786399548 0.041944390410208032 0.020182980188337751 0.048982813774273382 0.029047178366454318 0.013465301081851067 0.055507213281998702 0.050301212482736446 0.080702533905878227 0.012054291292997732 0.01566347014704661 0.015299223206966417 0.013847369627910666 0.13130377483594202 0.044628394034589292 0.04259280845781177 0.04511304276275041 0.03540149845639462 0.022162007733186329 0.01388699145445571 0.011608202388742939 0.021357454465942283 0.019769173419945218 0.017960704965844232 0.046410793430368358 0.04103488425675994 0.014132039899777737 0.085114670052462316 0.14922396729207321 0.34730927034297598 0.10610008480034594
leaf_count=86 75 47 116 9 28 32 26 133 107 7 11 10 199 86 375 97 154 58 22 6 235 169 86 37 184 9 47 191 380 99
internal_value=0 -0.0001093 0.000299258 0.000119002 0.000234732 0.000383469 -0.00100044 0.000722773 0.001165 -0.000815441 0.00134582 0.00153047 0.00245711 -0.000380774 -0.00027722 -0.000403548 -0.00029234 -0.000186713 -0.00010246 -0.00195623 4.49967e-05 0.000209948 0.000321714 0.000432111 -0.00193169 0.000538773 0.000717251 0.000696493 0.000426065 0.000537395
internal_weight=0 1.59211 0.635581 0.586599 0.566416 0.537368 0.105808 0.43156 0.335194 0.096366 0.321729 0.306429 0.145151 0.956526 0.911898 0.869954 0.827361 0.791959 0.769797 0.0567212 0.713076 0.658154 0.636797 0.617028 0.0549219 0.599067 0.552656 0.161278 0.467541 0.453409
internal_count=3121 3035 916 800 753 744 58 686 546 140 518 507 209 2119 2033 1958 1583 1429 1371 103 1268 1062 827 658 206 572 535 298 488 479
is_linear=0
shrinkage=0.00312071


Tree=565
num_leaves=31
num_cat=0
split_feature=1 0 3 12 4 43 52 40 457 1 15 133 133 150 484 1 132 13 49 9 1 52 133 48 3 48 2 454 133 159
split_gain=0.142138 0.101777 0.151174 0.101676 0.0925219 0.0967432 0.0877919 0.0863707 0.0843169 0.0761003 0.0850474 0.130663 0.129396 0.0711267 0.076812 0.0677051 0.0746002 0.0691249 0.0755663 0.0950857 0.0568979 0.0567836 0.0549691 0.0580501 0.0718931 0.0627578 0.0580584 0.0544515 0.0424495 0.0699926
threshold=0.099195000000000019 -0.060129999999999996 0.090900000000000009 -0.054684999999999991 -0.49405499999999997 -0.52440999999999993 0.11434500000000002 0.57330500000000006 0.082380000000000009 1.0000000180025095e-35 0.083935000000000023 0.083950000000000011 0.091935000000000003 0.081835000000000019 -1.0000000180025095e-35 0.080000000000000016 0.079970000000000013 -0.090639999999999984 -0.080859999999999987 -0.036024999999999995 0.107145 0.091275000000000009 -0.25159999999999993 -0.07095499999999999 0.16158000000000003 0.14174500000000004 0.11474000000000002 0.085470000000000004 -0.083244999999999986 0.092630000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 7 5 -3 21 -2 -4 10 -1 -12 -13 14 -5 -11 17 -17 -19 -20 -15 28 -16 -24 25 26 -25 -21 -6 -30
right_child=3 4 8 13 6 -7 -8 -9 -10 15 11 12 -14 20 22 16 -18 18 19 27 -22 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=-0.0012228072678252778 0.00096822419441112452 0.00058573383332716222 -0.00031933288415505703 -0.0010430851930096924 0.0011643332192273587 -0.00098167570636488758 -0.00081411066343023701 -0.0012364376364177498 0.00078411225111596049 0.00057761213210461178 -0.0012220675832517766 0.0010499190346168607 -0.0012211973126973186 0.001205878449189249 -0.0011180505335748674 0.00010800600271976039 0.00062303525740962235 5.1061577651860594e-05 0.0012505421377491859 -0.0012008664221222131 0.00020451800770744571 0.0011935721157824463 -0.0010459492227975324 -2.9951890694246245e-05 0.0012252015944304625 -0.00091315811816251044 0.00070344812114416205 0.00060159851024525562 0.00039170371471871723 -0.00095984543472882452
leaf_weight=0.41089085195199082 0.30282073913986129 0.084052250953391194 0.19464319948747277 0.1158201544749321 0.069324493080785032 0.19265157113841269 0.085544524859869853 0.028930853120982647 0.21836579847149551 0.10706564947031416 0.14915923972148448 0.11846836017502937 0.054401299355959054 0.11589220631867636 0.062743339134613385 0.17817111554904841 0.087292762764263898 0.13679846221930347 0.027051605167798698 0.44409922884005937 0.30960849692928605 0.13714517210610211 0.067477601929567643 0.75167151207278837 0.080917379760648944 0.094837950193323195 0.20393134573532734 0.026387300225906074 0.2850276431745441 0.07115912397421198
leaf_count=784 262 8 37 62 17 85 33 3 21 42 431 21 189 27 15 68 33 27 3 376 98 22 16 204 39 17 73 6 78 24
internal_value=0 -0.00025364 -0.000398947 0.000155735 8.45733e-05 -0.000505555 0.000336487 0.000775964 0.00026408 -0.000556343 -0.000855176 -0.0003861 0.000335209 4.16068e-05 -9.29719e-05 -0.000338816 -0.00044786 -0.000562913 -0.00075136 -0.000971986 0.000477255 0.000511421 -5.74611e-06 5.24684e-05 0.000117981 3.26902e-05 0.00012656 -0.00109977 0.000291559 0.000121691
internal_weight=0 3.0777 2.15279 2.13465 0.924905 0.276704 0.648201 0.331752 0.413009 1.73979 0.73292 0.322029 0.17287 1.8029 1.3774 1.00687 0.8998 0.812508 0.634337 0.497538 0.425501 0.562656 1.26158 1.19884 1.13136 1.05044 0.955603 0.470487 0.425511 0.356187
internal_count=3121 2305 2038 816 267 93 174 265 58 1980 1425 641 210 551 426 555 513 480 412 385 125 141 364 349 333 294 277 382 119 102
is_linear=0
shrinkage=0.00121906


Tree=566
num_leaves=31
num_cat=0
split_feature=1 47 0 3 4 1 50 15 133 133 48 43 457 4 43 52 14 52 51 51 132 4 47 1212 474 160 3 13 150 16
split_gain=0.104978 0.0952739 0.0894523 0.118663 0.0833573 0.0775261 0.0727605 0.0669605 0.105527 0.112581 0.0662669 0.0753706 0.0658822 0.0615249 0.106731 0.0826123 0.0556973 0.0527208 0.0512137 0.0762632 0.070576 0.0539494 0.0880065 0.0718608 0.0443462 0.0491748 0.0431026 0.0610508 0.0426132 0.0578
threshold=0.098700000000000024 0.087885000000000019 -0.060129999999999996 0.090900000000000009 -0.17966999999999997 1.0000000180025095e-35 0.11843500000000001 0.083935000000000023 0.083950000000000011 0.091935000000000003 0.12879500000000002 -0.25681499999999996 0.082380000000000009 -0.49405499999999997 -0.52440999999999993 0.11434500000000002 0.11054000000000001 0.091275000000000009 0.089355000000000004 0.045645000000000005 0.079970000000000013 0.033845000000000007 0.092710000000000015 -0.47073499999999996 -0.14697499999999997 -0.40698999999999991 -0.10831999999999999 -0.15078499999999997 -1.0000000180025095e-35 -0.061854999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 5 -2 7 10 -1 -9 -10 11 -6 -5 14 -4 17 24 26 19 20 21 23 -23 -7 -13 -26 -15 -28 -3 -30
right_child=1 28 13 12 6 18 -8 8 9 -11 -12 16 -14 15 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 25 -27 27 -29 29 -31
leaf_value=-0.001296422987281907 -0.00077422808123076687 -0.0010625588147244376 0.00082960881179481877 -0.00030014840186377818 -0.00089539489122956962 0.00088750405020761661 -0.00077284327694035514 -0.0012965378623986212 0.0010538019811941414 -0.0012952493455480496 -0.00025654165621361876 -0.00049642038081369234 0.00085635351609465965 0.00066079680164333923 -0.00099938991572309744 -0.00090641823449884871 -0.00039046307677187609 0.001268408670129299 -0.0011658234453294737 0.00063000240430471292 0.00061039698925881292 0.00077019956002992353 -0.0012630668678695841 -0.0011184026978758455 -0.00066644545786515702 0.0010466634546650703 0.0013084763625620356 -0.00065504466097360433 0.00023198876218813422 -0.0005646907666014753
leaf_weight=0.33549899824356522 0.093688897912215796 0.085296559889684431 0.077823361963964999 0.15881168613850594 0.045705704891588317 0.033369729178957641 0.070334148331312463 0.13139628781391366 0.10357725126232253 0.050876607678219443 0.13427392183803022 0.035874916677130164 0.17113707622047514 0.223153205239214 0.16969148949283408 0.076439596192358295 0.059751062421128154 0.12399186583934352 0.10012346716393949 0.15345354948658496 0.096442794485483319 0.097261028684442863 0.056149854695831891 0.28443506381881889 0.029210698725364415 0.68774936569752798 0.033872350119054317 0.12134302345293724 0.37808551888156217 0.25499790423782531
leaf_count=784 91 20 8 37 9 6 26 431 21 189 19 3 21 38 84 33 7 22 45 31 39 25 26 379 14 445 3 77 87 101
internal_value=0 0.000165365 -0.000236106 -0.000399913 0.000395101 -0.00055993 0.000498171 -0.000904575 -0.000444667 0.000280032 0.000588237 0.000720397 0.000299703 0.000115278 -0.000424318 0.000346028 0.00081128 0.000536601 -0.000299171 -0.000178839 -0.000397491 -0.000603774 2.60045e-05 -0.000907781 0.000906661 0.000976867 0.000296787 -0.000226549 -0.00020451 -8.89036e-05
internal_weight=0 1.87497 2.59885 1.77253 1.15659 1.44258 1.0629 0.621349 0.28585 0.154454 0.992566 0.858292 0.329949 0.826315 0.247515 0.5788 0.812586 0.50236 0.821235 0.721112 0.567658 0.471216 0.153411 0.317805 0.752835 0.71696 0.378369 0.155215 0.71838 0.633083
internal_count=3121 822 2299 2034 614 1976 523 1425 641 210 497 478 58 265 92 173 469 140 551 506 475 436 51 385 462 459 118 80 208 188
is_linear=0
shrinkage=0.00129316


Tree=567
num_leaves=31
num_cat=0
split_feature=39 42 2 376 1456 151 4 150 160 130 4 0 48 133 1456 403 1 1213 156 457 12 47 52 52 130 4 3 2 1375 2
split_gain=0.0191444 0.0212699 0.0213618 0.0208912 0.0239584 0.0226701 0.0266878 0.0245818 0.0366345 0.0218353 0.020295 0.024696 0.0204161 0.0211272 0.0218727 0.0203643 0.0202085 0.0194678 0.0209683 0.0197147 0.0225866 0.0262103 0.0256738 0.0337972 0.0355004 0.0298998 0.0306153 0.0271725 0.0214666 0.0262133
threshold=0.16946000000000003 -0.26584999999999998 0.17025000000000004 0.048375000000000008 1.0000000180025095e-35 -0.40381499999999992 0.27834500000000006 -0.22665999999999997 -0.091944999999999985 1.0000000180025095e-35 -0.49405499999999997 -0.0058249999999999994 -0.09386499999999999 -0.25159999999999993 -1.0000000180025095e-35 -0.092474999999999988 0.09253500000000002 -0.082704999999999987 0.091255000000000017 -0.0029299999999999994 0.11650500000000001 0.11312500000000002 -0.11592499999999999 -0.081429999999999989 -1.0000000180025095e-35 -0.083854999999999985 -0.081054999999999974 0.11389000000000002 -0.43996499999999994 0.090310000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 -7 -9 10 -10 12 -12 -14 -15 -16 -5 -17 19 -19 21 22 27 -24 -25 -26 -27 -21 -28 -30
right_child=-2 2 -4 16 -6 6 -8 8 9 -11 11 -13 13 14 15 17 -18 18 -20 20 -22 -23 23 24 25 26 28 -29 29 -31
leaf_value=-0.003529377983113285 0.0035321813575918239 -0.0032045090518104096 0.0034953192479524535 4.6523782082395727e-05 -0.003522380001487141 0.0026574455382699443 0.0012389604954430831 -0.0026947305487244268 -0.0023412507869988988 -0.0035203920101175477 -0.0035343590072406429 0.0012482511278506892 -0.0035272706234951053 -0.0035237849323690846 -0.0035203536486947372 -0.0035220599455504055 0.003206129848904127 -0.0015900729536607939 -0.0020578393820794034 -0.0033758152675853808 -0.0019512132179659951 0.0030938880769929471 0.0025937280253941352 -0.0035269366288599837 0.0029936556390677978 -0.0023268961344444124 -0.0014101839757982469 0.0013355505725521791 -7.5989228824565951e-05 0.0023358234521635751
leaf_weight=0.022374794185452518 0.01794520198563998 0.029799425740747565 0.020488668798861798 0.057777142486884148 0.026862103141411242 0.034281771106179248 0.16214630350805226 0.078081619141811553 0.048988316707435753 0.024011250809053197 0.022894863401232812 0.15993585397155041 0.022561615612174735 0.022181419006983338 0.019652995194518685 0.017901027591960439 0.044269485099448502 0.060153339959469143 0.048193803707590632 0.040620486824080815 0.043056979347056767 0.051280108736136754 0.09770573665446014 0.028097780657844296 0.054136954958265648 0.051253899563561078 0.051596803354186038 0.024180622835046961 0.11365008264784648 0.10961997467211404
leaf_count=18 23 56 54 23 267 11 235 327 108 335 17 75 78 154 239 183 135 83 95 74 28 23 61 103 18 89 10 16 100 83
internal_value=0 -0.000122795 -7.41027e-05 -0.000121441 -0.000230264 -0.00016781 -0.000102529 -0.000280234 -0.000364881 -0.000201237 -0.000127963 -2.35752e-05 -0.000255055 -0.00016733 -7.63576e-05 1.79202e-05 0.00141721 0.000105782 0.000189735 0.000339068 0.000513519 0.000684097 0.000467627 0.000734661 0.000289849 0.000571877 0.000169855 -0.00161776 0.000635419 0.00110815
internal_weight=0 1.58776 1.56538 1.54489 1.44285 1.41598 1.38618 1.22404 1.18976 1.11167 1.08766 1.03867 0.878738 0.855844 0.833282 0.811101 0.102047 0.791448 0.773547 0.725353 0.665199 0.622142 0.570862 0.506061 0.408355 0.380258 0.326121 0.0648011 0.274867 0.22327
internal_count=3121 3098 3080 3026 2868 2601 2545 2310 2299 1972 1637 1529 1454 1437 1359 1205 158 966 783 688 605 577 554 464 403 300 282 90 193 183
is_linear=0
shrinkage=0.00351882


Tree=568
num_leaves=31
num_cat=0
split_feature=1 0 132 2 457 2 13 3 1 9 2 42 42 13 43 0 150 4 16 12 12 1 49 52 52 133 159 48 11 4
split_gain=0.0856775 0.138812 0.0740641 0.0681735 0.0698784 0.0795395 0.0760703 0.0640256 0.0633883 0.0643463 0.0579769 0.0547085 0.0678035 0.0531669 0.0527503 0.0508744 0.0584505 0.0494368 0.0494238 0.0479682 0.0643516 0.072817 0.0635957 0.0461474 0.0674108 0.0777518 0.0450475 0.0495625 0.0462969 0.0445563
threshold=0.08844500000000001 -0.060129999999999996 0.080640000000000017 0.14753000000000002 0.045365000000000009 0.11411 -0.092094999999999982 -0.055119999999999995 0.111945 -0.036024999999999995 0.081685000000000021 -0.088934999999999986 0.092620000000000022 0.10820000000000002 -0.52440999999999993 -0.23091999999999999 -0.088479999999999989 0.51164000000000009 -0.29154999999999992 0.084100000000000022 0.08401500000000002 0.083135000000000014 -0.49452999999999997 -0.090114999999999987 -0.080979999999999983 0.091250000000000012 -0.47522499999999995 0.096390000000000017 -0.072629999999999986 -0.17966999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 6 -6 18 19 9 -8 -9 -3 13 -13 -14 -11 -17 -10 -2 20 21 -1 -21 -12 -25 -26 -18 28 -28 -24
right_child=2 11 -4 -5 5 -7 8 10 17 15 23 12 14 -15 -16 16 26 -19 -20 22 -22 -23 29 24 25 -27 27 -29 -30 -31
leaf_value=-0.0011527063282274065 -0.00021439262319711004 -0.0008599008084097168 0.00071737111810863058 0.00085911130409972117 0.00060405086020040447 -0.00055271487984581724 0.0011710629227567222 0.00062907859408978543 -0.00010924916544860715 0.00016479724018485161 -0.0011565540768858024 0.00016782780727864763 0.00073004631550944001 0.00095548132987124533 -0.0011581352041594129 0.0010609467762675313 0.00090006287825816832 0.00099552359620257765 0.0005946067996421199 0.0006032338072000439 0.0010120944158985529 0.00070372107824028451 0.0011124612816875638 0.00074282703440668935 -0.00097445292601124316 0.00057463776063131718 0.00079512567036828458 0.00036793214022937636 -0.0010184212967272405 -0.0011303089490365709
leaf_weight=0.097912360892223327 0.16121979468880454 0.067097442748490721 0.215253935111832 0.11926647934160417 0.37173561949748535 0.099419587437296286 0.028949314335478649 0.091976653697202093 0.54560635449161055 0.10345680793398127 0.080947472153638955 0.42319684661924828 0.026720834895968437 0.1543302177451551 0.072501828159147408 0.023608108676854589 0.020190731818730545 0.059255984477204038 0.26095287963107772 0.032402004406321461 0.041290133816801244 0.038983431499218568 0.012031242047669033 0.077141573827248067 0.14468217537432793 0.06069327281875303 0.019327934132890023 0.040889118346967734 0.47726719972706166 0.41134187477655426
leaf_count=180 56 27 118 83 111 26 15 14 175 25 40 110 3 15 74 15 6 59 79 5 11 13 2 12 83 9 4 24 431 1296
internal_value=0 -0.000253044 7.26455e-05 1.31127e-05 -3.25043e-05 0.000359959 -0.000138731 -0.000514246 -0.000274614 -0.000506489 -0.000185679 0.000129499 0.000227594 0.000378309 -0.000649645 -0.000577412 -0.000709511 -1.01892e-06 0.000285665 -0.00075029 -0.00024492 -0.000624057 -0.000947865 -0.000391858 -0.000172756 -0.00051666 -0.00078446 -0.000847739 -0.000947836 -0.00106657
internal_weight=0 1.83325 2.5464 2.33115 2.21188 0.471155 1.74072 1.0894 1.31855 0.713689 0.455441 0.743847 0.67675 0.577527 0.0992227 0.68474 0.581283 0.604862 0.422173 0.633961 0.178186 0.136896 0.455775 0.363464 0.282517 0.205375 0.557675 0.537484 0.496595 0.423373
internal_count=3121 1894 1227 1109 1026 137 889 1665 754 520 158 229 202 125 77 505 480 234 135 1507 204 193 1303 144 104 92 465 459 435 1298
is_linear=0
shrinkage=0.00114875


Tree=569
num_leaves=31
num_cat=0
split_feature=1 3 3 11 51 52 47 12 3 43 1 50 133 13 4 0 43 1212 15 42 16 132 2 48 4 42 51 2 16 42
split_gain=0.099973 0.0726492 0.0961055 0.0774238 0.0728066 0.0644292 0.0624237 0.0613851 0.0592252 0.071444 0.0543801 0.053105 0.0502292 0.0488175 0.0440542 0.0657318 0.0418515 0.0567592 0.0486828 0.0605436 0.0459816 0.043391 0.0394573 0.0478176 0.0542656 0.0472729 0.0506939 0.0390817 0.036122 0.0327922
threshold=0.104035 -0.12018999999999998 -0.055119999999999995 0.081790000000000015 -0.097539999999999974 0.11434500000000002 0.087885000000000019 -1.0000000180025095e-35 0.090900000000000009 -0.067199999999999996 0.086560000000000012 0.10965000000000001 0.0068000000000000014 -0.10278499999999999 -0.0029599999999999995 -0.11242999999999999 -0.078844999999999985 -0.50120999999999993 0.040760000000000005 0.083995000000000014 -0.15241499999999997 0.12527000000000002 0.14285500000000004 0.12879500000000002 -0.036839999999999991 -0.098769999999999983 -0.076794999999999988 0.084655000000000022 -0.094359999999999986 -0.088934999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 14 12 -4 8 7 -2 9 29 13 22 27 -11 15 -3 18 -18 20 21 -17 -20 23 24 -9 -26 -27 -1 -10 -6
right_child=6 2 4 -5 5 -7 -8 11 28 10 -12 -13 -14 -15 -16 16 17 -19 19 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.00028500407234123413 0.0011782855184559343 0.0012128869531957739 -0.0013237058256029251 -0.0010561079669859533 -0.00038971781845354125 -0.0009739710107395539 -0.00014037269199226976 -0.00075395135248144615 -0.0001484619947620663 -0.0013246955652275836 -0.0010690712295094032 -0.001032628716889944 -0.00051816810674749393 0.00032319320926041124 -0.0013229297543398053 0.0013391511286728545 0.0007390089811844208 -0.0013267629996629095 -0.0013220493610941653 0.0008291584996584627 -0.0011365082728958037 0.00078684405066158623 0.001326044939498273 -0.00052491547267276295 -0.00044023415118471683 -0.0001026485102861687 0.0010647903309226317 0.00085728252529898834 0.00075423188550101752 0.00087812733250800076
leaf_weight=0.064015967393061479 0.15652340945962351 0.034726842357486243 0.079065749177971045 0.07150335635378724 0.04992410362319788 0.10771667461813195 0.54291915712383343 0.05852243684057612 0.10733381590398494 0.039874326030257978 0.16701854067650856 0.050945132243214175 0.079425149458984379 0.14560231998257223 0.16306914614142454 0.014421593397855759 0.026138920416997835 0.20316176467713298 0.058906145291985013 0.09519482183168293 0.13870631271856859 0.023872713034506887 0.066930153807334136 0.11068195954430848 0.064283879590220749 0.084836430207360536 0.27374429729388772 0.28142267392831855 0.274813736017677 0.12312826347624639
leaf_count=31 212 6 77 76 16 48 181 57 23 17 41 22 45 73 383 1 20 885 116 55 333 6 50 15 9 13 132 70 50 58
internal_value=0 -0.000234084 -0.000354199 0.000214243 -0.000104056 -9.08698e-06 0.000210456 0.000430281 0.000105416 -0.000182005 -0.000522896 0.000265366 0.000428039 -3.10749e-05 -0.000715287 -0.000548789 -0.000657956 -0.00109128 -0.000357864 0.000111471 -0.000903351 -0.000713863 0.00036571 0.000257149 0.000436964 0.000601781 0.000788587 0.000645596 0.000500692 0.000512365
internal_weight=0 2.34904 1.85268 0.496367 1.09448 1.01541 1.40939 0.866468 0.907695 0.525548 0.352495 0.709944 0.424864 0.185477 0.758198 0.595129 0.560402 0.229301 0.331102 0.177974 0.153128 0.0827789 0.658999 0.592069 0.481387 0.422865 0.358581 0.345439 0.382148 0.173052
internal_count=3121 2430 2208 222 403 326 691 510 278 205 131 298 146 90 1805 1422 1416 905 511 177 334 122 276 226 211 154 145 101 73 74
is_linear=0
shrinkage=0.00131955


Tree=570
num_leaves=31
num_cat=0
split_feature=1 0 2 457 1374 484 42 123 13 132 1 4 0 3 4 11 4 52 47 39 15 133 2 4 42 13 47 0 16 16
split_gain=0.125329 0.184104 0.120791 0.0942268 0.100952 0.0950475 0.0874759 0.0854487 0.0849106 0.102766 0.104147 0.0875066 0.092298 0.0739189 0.0854655 0.0726358 0.0850907 0.0820334 0.0726006 0.0844458 0.07211 0.101121 0.0954993 0.069747 0.0685981 0.0684558 0.067681 0.0819912 0.0787076 0.0612356
threshold=0.077565000000000009 -0.059114999999999994 0.14753000000000002 0.045365000000000009 -0.035729999999999991 -1.0000000180025095e-35 -0.088934999999999986 0.087755000000000014 -0.092094999999999982 0.080640000000000017 0.080585000000000004 -0.031404999999999995 -0.074824999999999989 -0.084074999999999997 -0.083854999999999985 0.08776500000000001 0.24564500000000003 -0.04127999999999999 0.14029000000000003 0.08456000000000001 0.091295000000000015 0.089755000000000015 0.079055000000000014 -0.04890499999999999 0.092620000000000022 0.090705000000000008 0.092530000000000015 -0.23091999999999999 -0.095564999999999983 0.41553500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 3 5 -5 7 -3 -2 15 10 -10 18 26 -1 -15 16 17 -7 19 -12 22 -22 -16 -6 25 -8 27 -13 -29 -26
right_child=2 6 -4 4 23 8 24 -9 9 -11 11 12 -14 14 20 -17 -18 -19 -20 -21 21 -23 -24 -25 29 -27 -28 28 -30 -31
leaf_value=-0.0014920685305793463 -0.0014375079418020859 -0.0015069021079347719 0.0011963196972938515 -0.0003080666078829475 -0.00075937490319652413 0.0012939442991353998 0.00010389997200941655 0.0014936452245334455 0.0010813264979491943 0.00086322342119761952 -0.0013660931911083376 0.0010684249533579816 0.00051102646182642859 0.001461383553187657 0.0012248596607073745 -0.0010276185206908196 0.0014091328332025291 -0.00032911375349598882 0.0012705154884011924 0.0012873898117056249 -0.0015045357415565429 0.00093188732972275827 -0.0013317130823432279 0.0010605643355537306 -0.0015040670931126697 0.0011667179453769907 -0.00094894769761084833 0.00020957143672442494 -0.00084961140011147814 0.00092483205282907228
leaf_weight=0.29576621488740762 0.1826205916804623 0.068226538947783411 0.19925595555105236 0.24023097680765204 0.052125644302577712 0.099804259720258415 0.40796599214081652 0.025034114485606551 0.11622347013326306 0.19028522619919375 0.34363935858346084 0.10511299909558136 0.31636562778294153 0.04212692870350998 0.035672316415002792 0.06457261584000662 0.19943242197768996 0.22286699851974967 0.029321196489036083 0.028772518518962897 0.057935276199714281 0.1080128394823987 0.34667441202691407 0.44091598077648075 0.080488070565479575 0.19988304399885237 0.34264407197042601 0.29288330945564656 0.33062242331652669 0.03215718505816767
leaf_count=652 159 21 113 35 26 35 64 9 15 71 378 17 107 3 4 15 70 62 2 19 93 83 625 117 64 18 78 63 94 9
internal_value=0 -0.000419582 6.8493e-05 6.47348e-06 0.000482808 -0.000114377 0.000103287 -0.00108414 -3.93085e-05 -0.000179358 -0.000283466 -0.000372113 -0.000195078 -0.000884944 -0.000580811 0.000461009 0.00064512 0.000172908 -0.000983611 -0.00116109 -0.000737718 8.12911e-05 -0.00109319 0.000868156 0.000255762 0.000453393 -0.000403605 -0.000147149 -0.000352075 -0.000810682
internal_weight=0 1.67491 3.82273 3.62347 0.733273 2.8902 0.788721 0.207655 2.68255 2.09587 1.90558 1.78936 1.38763 0.886188 0.590422 0.586676 0.522104 0.322671 0.401733 0.372412 0.548295 0.165948 0.382347 0.493042 0.720494 0.607849 1.07126 0.728619 0.623506 0.112645
internal_count=3121 1636 1485 1372 178 1194 176 168 1026 844 773 758 359 1460 808 182 167 97 399 397 805 176 629 143 155 82 252 174 157 73
is_linear=0
shrinkage=0.00148784


Tree=571
num_leaves=31
num_cat=0
split_feature=1 0 3 47 12 4 1 50 48 128 457 51 42 4 15 133 133 43 42 159 151 1 9 13 132 159 150 16 15 4
split_gain=0.118086 0.101905 0.13687 0.0960947 0.110332 0.0970248 0.0924512 0.0904244 0.0932786 0.107736 0.0819816 0.0802727 0.0669824 0.0688424 0.0637355 0.0984487 0.128883 0.0617425 0.0614373 0.0742507 0.0528325 0.0560593 0.0632862 0.0574811 0.0676215 0.0471866 0.0612903 0.0628948 0.0668051 0.0535699
threshold=0.098700000000000024 -0.060129999999999996 0.090900000000000009 0.087885000000000019 -1.0000000180025095e-35 -0.17966999999999997 1.0000000180025095e-35 0.10965000000000001 0.12879500000000002 0.086435000000000012 0.082380000000000009 -0.076794999999999988 0.092620000000000022 -0.52556499999999995 0.083935000000000023 0.083950000000000011 0.091935000000000003 -0.52440999999999993 -0.088934999999999986 0.092630000000000018 -0.086654999999999982 0.080000000000000016 -0.036024999999999995 -0.090639999999999984 0.087210000000000024 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.046599999999999996 -0.11713499999999999 0.09173000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 -2 -6 14 8 9 11 -4 -7 13 -3 -1 -16 -17 -14 -15 -20 -8 -22 -23 -24 -25 -5 -27 28 -28 -29
right_child=3 12 10 25 5 7 20 -9 -10 -11 -12 -13 17 18 15 16 -18 -19 19 -21 21 22 23 24 -26 26 27 29 -30 -31
leaf_value=-0.0011986249062134436 0.0010402349869825345 -0.00078859058261995406 -0.00030434815499527927 -0.00093876436698674321 -0.00097675537964531014 -2.6602518371813818e-06 0.00063990615643800977 -0.00094563462137028269 -0.00041400872612062641 -0.00080753439979961718 0.0008318941900264797 0.00093475933119027514 0.00071168029092722948 -0.00059120677183490007 -0.0011986654131621081 0.00098018221102677528 -0.0011976007712809515 -0.0012091597200007903 0.00067737438016605327 -0.00043095504365659029 0.00044721724299008424 0.0012175726520384773 7.3198382572007602e-05 -0.00091747591872899984 0.00046393718117017504 -0.00093234190279144311 -1.0463696755108355e-05 -0.00095175416738464583 0.001020589818347671 0.00020197935956080382
leaf_weight=0.36835515668099128 0.2615628038547585 0.083388022096187342 0.17516494133451477 0.10131544733303599 0.095069616676482949 0.17267130102845829 0.081723089679144323 0.078752144036116078 0.17046379263047129 0.074265071569243446 0.18811154423747212 0.53403505778260285 0.03235411096829921 0.085241044274880551 0.13982550266155158 0.10348153601080412 0.062116975663229823 0.091510336456849473 0.51396847076830443 0.10377301494008861 0.10435906887869351 0.029584956442704424 0.15296163990569767 0.45112203706958098 0.057013002035091631 0.10063702284242027 0.24401151387428399 0.12455918321211346 0.14199993906368036 0.10675474593881518
leaf_count=784 242 33 37 49 80 25 36 27 19 14 21 207 4 30 431 21 189 74 89 35 42 4 71 377 21 20 43 62 24 10
internal_value=0 -0.000219725 -0.000376297 0.000149309 0.000341029 0.000178501 -0.000531003 0.000285112 0.000386984 0.000561817 0.00028402 0.000705717 0.000109476 0.000238149 -0.00086391 -0.000460228 0.000163283 -0.000707425 0.000359941 0.000491189 -0.000275169 -0.000369231 -0.000492593 -0.000569125 -0.000762481 -0.000175223 -6.74759e-05 7.35155e-05 0.000368824 -0.000419289
internal_weight=0 2.82405 1.91382 2.2061 1.38682 1.12526 1.55054 1.03019 0.951435 0.780971 0.363276 0.706706 0.910235 0.786371 0.673779 0.305424 0.165599 0.123864 0.702983 0.617741 0.876764 0.795041 0.690682 0.661097 0.508135 0.819278 0.717962 0.617325 0.386011 0.231314
internal_count=3121 2299 2034 822 614 372 1976 292 265 246 58 232 265 187 1425 641 210 78 154 124 551 515 473 469 398 208 159 139 67 72
is_linear=0
shrinkage=0.00119516


Tree=572
num_leaves=31
num_cat=0
split_feature=1 12 15 0 3 3 15 12 15 48 51 159 14 42 4 474 157 42 376 133 474 48 2 124 13 457 48 50 1 3
split_gain=0.130428 0.111624 0.118635 0.100786 0.0941898 0.0938968 0.102794 0.0951091 0.100995 0.0860175 0.0830214 0.079937 0.0782664 0.0737896 0.0737273 0.072672 0.0809522 0.0754986 0.0941487 0.0698206 0.0749279 0.0734852 0.0897901 0.108363 0.101007 0.0689 0.0708702 0.0673905 0.0588391 0.0857284
threshold=0.10781 0.084100000000000022 0.084050000000000014 -0.014954999999999998 0.10732000000000001 -0.097604999999999983 0.088345000000000021 0.088615000000000013 0.088495000000000018 0.12879500000000002 0.12808000000000003 -0.50206999999999991 -0.10708499999999999 -1.0000000180025095e-35 -0.077834999999999988 0.084660000000000027 -0.081329999999999986 -0.088934999999999986 0.048375000000000008 -0.25159999999999993 -0.14697499999999997 -0.089099999999999999 0.10803500000000001 -0.43839499999999992 -0.092094999999999982 -0.0029299999999999994 0.097945000000000018 0.11875500000000001 0.10060500000000001 -0.082689999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 9 5 13 11 14 -9 19 -11 -7 -1 -3 -8 16 -14 -18 25 -2 -21 -22 24 -24 -23 -19 28 -25 29 -27
right_child=3 4 -4 -5 -6 6 7 8 -10 10 -12 -13 15 -15 -16 -17 17 18 -20 20 21 22 23 27 -26 26 -28 -29 -30 -31
leaf_value=-0.0012869130543969242 -0.00095106943756284178 -0.0013055217237113355 -0.001298597649802909 0.0012230046751057729 0.00034519452569031019 0.00079559919067196663 -0.0012951299408604322 0.0012212898398043001 -0.0012959642775304022 -0.0010899281806232201 0.00014102363831736475 -0.0012975801828943726 -0.0013052616128684622 -5.2469700964296409e-05 0.00099227625172177434 0.00085162879297318581 -0.0009334015760119939 -0.00077926875181041824 0.0011399592164986286 -0.00091663422063189865 -0.00069414728850486008 0.001313792462566792 -0.0013393722318056776 0.0012574263568794024 -0.00011750871132155491 0.00044794067576205468 0.00095942355927750521 -0.00035015554473351453 0.00073293087766616069 -0.00038458236438630223
leaf_weight=0.069377080362756138 0.073082978648016828 0.089822262307279743 0.11317055194376724 0.15013381386233948 0.22116654529236246 0.032419118957477844 0.029680123730940977 0.032100957589136669 0.15780519659165293 0.17225483371294092 0.196078538778238 0.52517898246151129 0.073173357122869098 0.63245445254869981 0.11479303626765613 0.19915301668152086 0.11340680540161008 0.14777927778777655 0.1483619708160403 0.073132425983203242 0.088736624864395153 0.10244237792358035 0.03295216336846285 0.41526927736413266 0.42422808257833888 0.31787762814201348 0.15977354062488291 0.048767155967652798 0.17092593392590061 0.59350980105227791
leaf_count=27 16 111 110 114 19 25 75 8 436 27 35 1019 47 177 26 67 47 37 53 7 15 31 1 202 124 51 28 12 43 131
internal_value=0 -0.000213334 -1.01277e-05 0.000208814 -0.000446553 -0.000555029 -0.000835792 -0.000268673 -0.000870458 0.000115225 -0.000434643 -0.00117588 6.30243e-05 -0.000208299 0.000522359 0.000111702 2.62677e-05 8.52592e-05 0.000160361 0.000276144 0.000351797 0.000435187 0.000533084 0.000927505 0.000160893 5.57928e-05 0.000155146 0.00108848 3.64163e-05 -9.42114e-05
internal_weight=0 3.94193 2.10651 1.77708 1.83542 1.61425 0.891977 0.334379 0.189906 1.62694 0.368333 0.557598 1.99334 0.722277 0.144473 1.92396 1.72481 1.65163 1.53823 1.25861 1.18553 1.1124 1.02366 0.496989 0.52667 1.38987 1.24209 0.464036 1.08231 0.911387
internal_count=3121 2537 641 584 1896 1877 1589 545 444 470 62 1044 531 288 101 504 437 390 343 408 392 385 370 215 155 290 253 214 225 182
is_linear=0
shrinkage=0.00129368


Tree=573
num_leaves=31
num_cat=0
split_feature=1 0 3 133 15 474 47 39 50 128 48 4 14 16 150 0 150 16 47 47 4 160 474 2 16 42 0 1 3 50
split_gain=0.0209637 0.0511018 0.0272133 0.0263263 0.0459944 0.0280686 0.0261597 0.0335287 0.0330041 0.0253603 0.0278948 0.0489279 0.0432052 0.0378483 0.0263634 0.0232355 0.0212185 0.0218611 0.0240075 0.0222568 0.020164 0.0185975 0.0194147 0.0193175 0.023533 0.0233531 0.0245184 0.0191195 0.0213826 0.029343
threshold=0.077565000000000009 -0.059114999999999994 -0.084074999999999997 0.083950000000000011 0.083935000000000023 0.087035000000000015 0.087235000000000021 0.085220000000000004 0.10647500000000001 0.086435000000000012 0.086260000000000017 -0.27825499999999997 0.076175000000000007 -0.094359999999999986 0.095950000000000021 -0.14794999999999997 -1.0000000180025095e-35 -0.5335399999999999 0.11312500000000002 0.13148500000000005 -0.49405499999999997 -0.40698999999999991 -0.14697499999999997 0.090545000000000014 -0.095964999999999981 0.088915000000000008 -0.077999999999999986 0.083835000000000007 0.090900000000000009 0.10114000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -4 7 8 9 10 11 -2 21 -12 15 -15 -8 -18 -19 -20 -3 -13 -23 24 -24 26 27 -26 29 -29
right_child=6 20 3 4 -6 -7 16 -9 -10 -11 13 12 -14 14 -16 -17 17 18 19 -21 -22 22 23 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0037393295702239909 -0.003747024192715497 -0.0012212621410512242 -0.0033437632831198913 -0.0027944810835303802 0.002711949902923041 0.0032750364255389138 -0.0031221718143516425 0.0031143253781406111 -0.0029833280062459568 -0.0027096813470925689 -0.002643120909192448 -0.0020594660199004015 -0.0020664733964483395 -0.0037538991220483087 0.0018431284265166678 0.0011019284774382129 0.0032136670784707511 -0.0017931064743941239 0.0022589875345776526 -0.00076375156122820661 0.0010183255357414541 -0.0017577846614390085 0.0032383365935993087 0.0032859080664826997 0.0033386078882691951 -0.003342993258392261 0.0033915281577163395 -0.0033394614391619414 0.0029157398226762866 0.0032330930242457836
leaf_weight=0.079153143995426833 0.026699850145632809 0.077699821853457252 0.075533261011514696 0.036922799718922761 0.049523559947374451 0.010132776977116009 0.04356144518169458 0.065181030794519756 0.039868649110303522 0.03267988117522691 0.072886765461589675 0.01640549321882645 0.04383900984430511 0.028487097575634834 0.093935839853656944 0.026545818909653462 0.022430299752159044 0.12834466349067952 0.056310028769985365 0.08560548195237061 0.20126170617095362 0.018282333490788005 0.075643168785973103 0.1389254077903388 0.019833645903418073 0.017653142665949417 0.04759508137067292 0.043557903398323106 0.016626228985842317 0.012103759401725256
leaf_count=652 108 35 418 257 122 11 25 218 106 76 37 39 56 12 30 36 17 142 66 50 141 4 54 175 11 94 25 94 5 5
internal_value=0 -0.000705691 -0.00192718 -0.00109379 0.000360054 -0.00256088 0.000189031 0.000542539 0.000325278 0.000505557 0.000655872 0.00116452 0.00145563 -0.000438118 0.000640737 -0.00141163 -0.000690661 -0.000328777 -0.000622783 0.000435628 0.000394528 0.00183536 0.0019991 0.00218377 0.00152666 0.000703902 0.00121523 9.08275e-05 -0.000800267 -0.00191024
internal_weight=0 0.530227 0.251266 0.172112 0.0864464 0.085666 1.173 0.83675 0.771569 0.7317 0.699021 0.477165 0.450465 0.221856 0.148969 0.0550329 0.336252 0.29269 0.27026 0.141916 0.278962 0.406626 0.390221 0.371938 0.233013 0.15737 0.139717 0.0921215 0.0722879 0.0556617
internal_count=3121 1636 1460 808 379 429 1485 1185 967 861 785 670 562 115 78 48 300 275 258 116 176 506 467 463 288 234 140 115 104 99
is_linear=0
shrinkage=0.0037342


Tree=574
num_leaves=31
num_cat=0
split_feature=1 47 12 50 4 0 3 4 52 52 1 48 15 133 133 52 51 42 457 14 1 151 16 4 0 159 150 16 15 4
split_gain=0.105324 0.100089 0.091137 0.0899709 0.087889 0.0853731 0.116887 0.0900406 0.107036 0.0890431 0.0890408 0.0803558 0.072278 0.107832 0.128808 0.0611102 0.0588065 0.0927378 0.0559692 0.0515942 0.0724722 0.0683775 0.0506854 0.0881161 0.117238 0.0450988 0.0594025 0.06466 0.0648577 0.0468453
threshold=0.098700000000000024 0.087885000000000019 -1.0000000180025095e-35 0.11610000000000001 -0.17966999999999997 -0.060129999999999996 0.090900000000000009 -0.49405499999999997 0.10347000000000002 0.11434500000000002 1.0000000180025095e-35 0.12879500000000002 0.083935000000000023 0.083950000000000011 0.091935000000000003 0.091275000000000009 -0.076794999999999988 -0.098769999999999983 0.082380000000000009 0.062655000000000016 0.090540000000000023 -0.082774999999999987 -0.087989999999999985 0.033845000000000007 -0.077999999999999986 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.046599999999999996 -0.11713499999999999 0.09173000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -4 6 10 8 -7 15 12 16 -1 -14 -15 -9 -6 -18 -8 20 22 -22 -12 24 -24 -3 -27 28 -28 -29
right_child=1 25 3 -5 11 7 18 9 -10 -11 19 -13 13 14 -16 -17 17 -19 -20 -21 21 -23 23 -25 -26 26 27 29 -30 -31
leaf_value=-0.0014900158326494176 0.0012949873553703456 -0.0011973158813456326 -0.0010973256980934211 -0.0014958309653748253 -8.6980545670947457e-05 -0.0014867949516006924 -0.00028354194041320299 0.00034173341473083517 0.00035527738627588637 -0.0010231189812756802 0.00082724686268830741 -0.00052223206549879982 -0.0014905748073289924 0.0012508408144417547 -0.0014891924178250793 0.0014644496793245595 -0.00063044227539721463 0.0011691315818914956 0.00094651530606364306 -0.001491755525296988 0.00062697716661371417 -0.0010391974535369042 -0.0013305820196998751 0.0015026694197006205 0.0010829355722405992 -0.001200420268113874 -5.7901762576552198e-05 -0.0011749047171578362 0.0012393040305914847 0.00022861793606816758
leaf_weight=0.34880794780838165 0.23172669951236446 0.093732394263497554 0.081897687152377108 0.060489688097732142 0.15853938309010096 0.14403511400450952 0.15504654913092952 0.43196306868412682 0.13489693281007931 0.083409505386953242 0.17559458051982801 0.13872518792049959 0.13374220005243842 0.10913712447654689 0.058032092074427055 0.14233817643253133 0.072581528918817417 0.49118927508243404 0.17264730331953615 0.073383265633310657 0.06801253960293252 0.27157448703292175 0.15205299760418711 0.053726344369351864 0.062802223787002731 0.092334595799911767 0.20631320170650724 0.11986624520795874 0.14488534949487075 0.093461315147578716
leaf_count=784 242 49 80 25 27 74 37 118 18 33 54 19 431 21 189 22 10 211 21 74 23 211 163 6 20 20 43 62 24 10
internal_value=0 0.00019493 0.000455007 0.000261026 0.000373729 -0.000253464 -0.000439834 0.000111569 -0.000595933 0.000411618 -0.000614754 0.000513649 -0.00102966 -0.000496028 0.00029965 0.000619994 0.000712598 0.000937449 0.00036452 -0.000300255 -0.000188695 -0.000705496 0.000206415 -0.000199475 -0.00062511 -0.000233044 -9.54444e-05 8.52868e-05 0.000477255 -0.000560005
internal_weight=0 1.98574 1.23515 1.00342 0.942933 2.7712 1.83456 0.936643 0.278932 0.657711 1.50687 0.861035 0.649719 0.300911 0.167169 0.574301 0.72231 0.563771 0.327694 0.857146 0.783763 0.339587 0.444176 0.268582 0.214855 0.750593 0.656861 0.564526 0.351199 0.213328
internal_count=3121 822 614 372 347 2299 2034 265 92 173 1976 267 1425 641 210 140 248 221 58 551 477 234 243 189 183 208 159 139 67 72
is_linear=0
shrinkage=0.00148603


Tree=575
num_leaves=31
num_cat=0
split_feature=1 3 150 3 1446 12 47 47 4 47 2 48 2 376 133 2 0 0 0 43 2 42 3 11 15 151 124 1375 1374 151
split_gain=0.172253 0.114191 0.101919 0.0842513 0.0788051 0.0993312 0.120419 0.107915 0.0804393 0.145041 0.112778 0.0902693 0.0756117 0.0727696 0.0640978 0.0609556 0.0608529 0.104076 0.121787 0.107019 0.100197 0.0670089 0.0815925 0.0584982 0.0572165 0.0698019 0.0563533 0.0552811 0.0839795 0.0957387
threshold=0.094385000000000011 -0.12018999999999998 0.080470000000000014 0.092670000000000016 0.091555000000000011 -1.0000000180025095e-35 0.090100000000000013 0.10980000000000002 -0.0039549999999999993 0.13148500000000005 0.11474000000000002 0.11077000000000002 0.11362000000000001 0.089985000000000023 0.0068000000000000014 0.092755000000000018 -0.10096999999999999 -0.084269999999999984 -0.083914999999999976 -0.090299999999999991 0.091055000000000011 0.088200000000000014 -0.08824499999999999 0.080455000000000013 -1.0000000180025095e-35 -0.086654999999999982 -0.085059999999999983 -0.43996499999999994 0.087110000000000007 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 12 4 13 5 6 -2 -8 10 11 -7 -10 14 15 23 16 20 -18 -19 21 24 22 -20 -1 25 -3 -17 -4 29 -29
right_child=2 3 27 -5 -6 8 7 -9 9 -11 -12 -13 -14 -15 -16 26 17 18 19 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00051793764103355013 0.0014648601989673358 0.00021477287791962825 -0.0004884615564915753 4.2257397909113582e-05 -0.0013865612716035254 -0.0013567892932086925 -0.0012726187108846865 0.00072513732911387574 0.00047788609421577229 -0.001232238663085636 0.00024389661807259095 -0.0007590555542046376 0.0014708311916032057 0.0012029705403017799 -0.00099318570178542074 0.0002885497662017291 -0.0014609436201419468 0.001096398613803096 -0.0014667521888878743 -0.0014252250026918496 0.00096923628741774916 0.0010649626875655687 0.00076174085084498931 -0.00074828494848119169 0.00026747462320823152 -0.0014704214472321172 -0.001336357376923487 0.0012000779883708564 -0.00090649011701465125 -0.00075836906975185637
leaf_weight=0.35776660354167722 0.21081910040811669 0.076526674718479626 0.079005399500601925 0.4909243714500916 0.083133708059904055 0.22529366673552464 0.093022774439305067 0.14983441249933094 0.81809607963077702 0.15438419589190744 0.15961671606055461 0.147859460208565 0.08575255743926391 0.044502396485768148 0.11040309153031558 0.051176289307477418 0.29713652528153056 0.096409442419826519 0.088721772212011274 0.2227730137601609 0.13095159767544828 0.080415185380843468 0.057455589005257934 0.098836071461846586 0.12938658593338936 0.16391519656463061 0.39465910406579485 0.47947377734817553 0.054980654385872185 0.059562312206253409
leaf_count=77 167 12 5 78 28 205 15 35 183 25 33 25 7 6 49 16 665 30 89 431 17 12 20 41 25 51 552 186 14 22
internal_value=0 -0.000342619 0.000164769 -0.000493791 2.72151e-06 6.16805e-05 0.000659255 -4.00729e-05 -0.000118426 7.89805e-05 -0.000693008 0.000288547 0.000195815 -0.000637278 2.98493e-06 -0.000683042 -0.00052816 -0.000767133 -0.000389402 -0.000708174 -0.000125919 -3.21022e-06 -0.000590834 0.000243851 -0.0005137 -0.000934066 -0.00114984 0.00065645 0.000808725 0.000983674
internal_weight=0 2.97771 2.71508 2.32495 2.04206 1.95893 0.453676 0.242857 1.50525 1.12034 0.38491 0.965956 0.652758 1.83403 0.567006 1.78953 1.34369 0.842912 0.545775 0.449366 0.50078 0.226593 0.146177 0.456603 0.369828 0.240442 0.445835 0.673022 0.594017 0.539036
internal_count=3121 2178 943 2004 716 688 217 50 471 233 238 208 174 1926 167 1920 1352 1247 582 552 105 121 109 118 88 63 568 227 222 208
is_linear=0
shrinkage=0.00145689


Tree=576
num_leaves=31
num_cat=0
split_feature=1 42 42 0 13 43 52 2 52 0 151 9 474 376 2 133 13 151 150 4 52 0 474 0 1212 131 40 402 0 43
split_gain=0.126595 0.0966881 0.120137 0.114996 0.098589 0.0912712 0.118916 0.130641 0.097764 0.0901239 0.0882795 0.0816431 0.075659 0.0784863 0.0730187 0.0691472 0.0740222 0.060835 0.0606402 0.0603089 0.0835909 0.0622916 0.0701218 0.0886063 0.082166 0.0597117 0.0557692 0.0553365 0.0514574 0.0569835
threshold=0.10781 -1.0000000180025095e-35 0.092620000000000022 0.18019500000000002 0.41383500000000001 -0.17390999999999998 0.10160000000000001 0.089775000000000008 -0.51296999999999993 -0.014954999999999998 -0.081674999999999984 -0.036024999999999995 0.085860000000000006 0.091135000000000008 0.14753000000000002 -0.25159999999999993 -0.076599999999999988 -0.044604999999999992 0.084335000000000007 -0.083854999999999985 -1.0000000180025095e-35 -0.24955499999999997 0.084660000000000027 -0.10474999999999998 -0.46900499999999995 0.092705000000000023 1.0000000180025095e-35 -0.50169499999999989 -0.23091999999999999 0.05259500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 5 10 -3 7 11 -9 14 -4 -7 13 27 15 -2 25 -10 -8 20 -13 -21 24 -24 -23 -17 -18 -1 -19 -30
right_child=9 2 4 -5 -6 6 18 8 17 -11 -12 19 -14 -15 -16 16 26 28 -20 21 -22 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00043798511392493438 -0.0012758787122354007 0.00098494384263264709 0.00070673585841340969 0.0014188014876790381 0.0014498709264985558 0.0014365460527306683 -0.0011592750426589016 -0.0014051261651979224 -0.00021423631027547049 0.0013459660537717315 -0.0013631337625252425 -0.00075719126207283831 0.001129076361851237 0.0008421737285030465 0.0010769250984346529 0.00094445870761534687 -0.00021051160367977891 0.0013943772872438201 0.00077052422729240232 0.0014384176987148679 0.0012177822047767825 0.00096616342290835712 0.0011365555524975189 -0.0012469427338105236 -0.0011504065932281073 -0.00054447191312083658 0.0009821101523386827 -0.0012318086443051472 0.00014281560259220413 0.00098120007320774976
leaf_weight=0.042865512878051959 0.07343729470449023 0.14904616159037809 0.046724011168407742 0.10481263863039192 0.03300890326499939 0.044197947659997738 0.28241598647218769 0.063019011555297655 0.25232713546574803 0.13525937193480775 0.29872431102921826 0.083425915046973387 0.038531111164047616 0.045854397350922227 0.1496497908301534 0.28447549387783477 0.79000899013772152 0.12613493000389997 0.035999385479954071 0.025785198435188894 0.084676732483787154 0.038736661634177438 0.074591527169104666 0.051837896386132343 0.50265826194662833 0.064857232340727933 0.085174594838463236 0.4224945695314094 0.47383936052210629 0.23923098266823217
leaf_count=23 15 22 22 15 1 17 220 114 71 114 437 62 27 6 92 137 190 16 19 1 12 12 10 97 430 21 15 732 148 23
internal_value=0 -0.000223114 -0.000124522 -1.84742e-05 -0.00086224 -7.80665e-05 -0.000144668 -2.15916e-05 0.000290743 0.00025285 -0.00108317 -0.000419651 -0.000763146 -0.000905766 0.000150712 4.39231e-05 0.000123075 0.000388653 -0.000941096 -0.000514857 0.000237643 -0.000697232 -0.000779691 0.000159287 -0.000998967 0.000668023 -9.44433e-05 -0.001078 0.000569926 0.000424089
internal_weight=0 3.56094 3.01119 2.63274 0.378457 2.52792 2.37888 2.06046 1.15455 1.58286 0.345448 0.90591 0.549746 0.511214 1.4476 1.29795 1.22452 1.09153 0.318415 0.861712 0.168103 0.69361 0.667824 0.126429 0.541395 0.349333 0.875184 0.46536 0.839205 0.71307
internal_count=3121 2537 1749 1289 460 1274 1252 1013 372 584 459 641 788 761 470 378 363 258 239 624 74 550 549 107 442 158 205 755 187 171
is_linear=0
shrinkage=0.00140032


Tree=577
num_leaves=31
num_cat=0
split_feature=31 1 42 50 0 43 131 48 51 4 2 52 52 2 47 43 160 1374 1374 15 16 484 133 48 2 13 124 15 0 1
split_gain=0.0213764 0.0201879 0.0300257 0.026847 0.0255471 0.0253194 0.0358872 0.0251921 0.0321837 0.0222512 0.0245049 0.033215 0.029889 0.0262611 0.039706 0.028939 0.0242927 0.0239138 0.0301142 0.021387 0.0213741 0.0368695 0.0211777 0.0230044 0.0238158 0.0387622 0.033375 0.0200056 0.0291501 0.0200661
threshold=-1.0000000180025095e-35 0.10781 -0.095859999999999987 0.10647500000000001 -0.014954999999999998 -0.17390999999999998 0.088845000000000021 0.12879500000000002 0.12808000000000003 -0.51843499999999987 0.089885000000000007 0.11434500000000002 0.091820000000000013 0.084245000000000014 0.087235000000000021 1.0000000180025095e-35 -0.082869999999999985 -0.41674499999999998 -0.094929999999999987 -0.09551999999999998 0.071345000000000006 0.079595000000000013 -0.25159999999999993 -0.086869999999999989 0.116525 -0.092094999999999982 -0.24044499999999999 -0.11033999999999998 -0.10324499999999999 0.13146500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 9 22 -9 -7 13 12 17 14 15 16 -11 -12 -19 -13 -20 -22 -3 -24 25 -25 -26 -27 -29 -30
right_child=1 4 3 -5 -6 6 -8 8 -10 10 11 19 -14 -15 -16 -17 -18 18 20 -21 21 -23 23 24 26 27 -28 28 29 -31
leaf_value=0.0032047125922988304 -0.0026323034375240308 -0.0023964155219961514 0.0012762565507088062 -0.0031915707752188782 0.0030230235790131188 -0.0032042628149453853 -0.0028394561130530827 -0.0027709188938755693 0.0006089358888636048 -0.0031936380474689983 0.0032102926979377059 0.0019057311217230821 0.0028973852503678611 -0.0019836256923222492 -0.0032025336043672243 -0.0030532837525057998 0.0014031845356646559 -0.0032185563795042653 0.00071284238303151405 -0.0032035571194854871 -0.0025330007546937958 0.0020814856444035974 -0.001923944509252187 0.0032063471209604587 -0.0029733844502640564 -0.001686941438892567 0.0030116588190866275 0.0020823880515291838 -0.0027299526584508354 0.00043943135391453982
leaf_weight=0.019958487807343661 0.05597467138977652 0.022925824159756303 0.11252474467983076 0.03042791090524577 0.034972420147823979 0.023934381702928942 0.054323540922268876 0.058362070732982829 0.056239174322399776 0.012767880461069581 0.027122388884890825 0.01051037055276538 0.050323793800998828 0.11809864891097277 0.034785165023095033 0.020160606351055321 0.13804333182679396 0.025764638230612036 0.31793620771645692 0.040120958415172936 0.05702334224133665 0.025461352996899222 0.029965803809318459 0.044016273219313007 0.010659866660716943 0.057518385834555374 0.084976499022559437 0.067953420992125757 0.031630113331630128 0.05672835823497735
leaf_count=86 216 16 88 233 85 24 272 27 35 47 5 13 76 555 39 68 219 6 307 120 192 32 14 42 3 23 167 24 72 15
internal_value=0 -0.000114164 -0.000354394 -0.00023841 0.000385054 -0.000154343 -0.000322664 0.000207971 -0.0011123 -0.000171097 -8.84241e-05 0.00031871 0.000566185 -0.000785214 -9.73597e-05 0.000534405 0.00101401 0.000307388 0.000122648 -0.00214294 0.000337634 -0.0011086 0.000580298 0.000758271 0.00098565 0.000481628 0.00234455 -7.92463e-05 0.00051234 -0.000695129
internal_weight=0 1.71125 1.1553 1.09933 0.555948 1.0689 0.956377 0.520976 0.114601 0.902053 0.878119 0.554263 0.503632 0.323856 0.205757 0.170972 0.150811 0.453308 0.426186 0.0506313 0.400421 0.0824847 0.406375 0.383449 0.353483 0.257847 0.0956364 0.21383 0.156312 0.0883585
internal_count=3121 3035 2512 2296 523 2063 1975 438 62 1703 1679 751 618 928 373 334 266 542 537 133 531 224 376 360 346 176 170 134 111 87
is_linear=0
shrinkage=0.00318838


Tree=578
num_leaves=31
num_cat=0
split_feature=39 42 376 2 43 1 42 0 43 52 42 43 48 47 128 4 48 14 1 14 4 151 4 42 3 48 160 150 457 2
split_gain=0.0202906 0.0228222 0.0220359 0.022145 0.0224835 0.0222764 0.0406313 0.0417226 0.0402488 0.0316079 0.0411265 0.0295246 0.0435494 0.0236907 0.0269073 0.0270328 0.03166 0.0341435 0.0291629 0.0384377 0.0218857 0.0308986 0.0232484 0.0290087 0.0243096 0.0211628 0.0208058 0.0238983 0.0167962 0.0165626
threshold=0.16946000000000003 -0.26584999999999998 0.088470000000000007 0.17025000000000004 0.39192500000000002 0.077565000000000009 -1.0000000180025095e-35 -0.084044999999999995 0.15359500000000004 0.11434500000000002 0.084145000000000011 -0.50216499999999986 0.091545000000000015 0.087235000000000021 0.086950000000000013 -0.27825499999999997 0.12879500000000002 0.076175000000000007 0.099660000000000012 -0.46885499999999997 0.018150000000000003 0.055020000000000006 -0.0016099999999999997 0.088915000000000008 0.095270000000000007 0.093265000000000015 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0029299999999999994 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 29 10 -9 -12 -13 14 15 25 17 18 20 -20 21 22 23 28 -24 -7 -15 -28 -17 -8
right_child=-2 2 -4 -5 -6 13 7 9 -10 -11 11 12 -14 26 -16 16 -18 -19 19 -21 -22 -23 24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0040569009406878596 0.0040603795502153067 -0.0036564208797807652 0.0026577168037356788 0.0040066837464863975 -0.0039435125753655388 -0.0039045269834862397 0.0027498155068465683 0.0023695533072883553 0.0016298593884388024 -0.0040674112535674864 0.0022700380556689393 -0.0040581542960675234 0.0029913362475556854 -0.0036100247258610127 -0.0040569274276142722 -0.00098459147318464245 -0.0021899763562645957 -0.0022332665302708396 -0.0013097710248411545 0.0030383974178773451 0.0031095998884624991 -0.0037558513951269816 -0.0031869891751088448 -0.003679733663608944 0.0012955804707883898 0.0016909414234007468 -0.0032769503617442507 0.00015498069805393102 0.0026006633625958405 -0.0040526006769176677
leaf_weight=0.023971054275534587 0.019019874072910281 0.073031028915237828 0.046610296619291947 0.020545954988847259 0.026056891892039746 0.035330220599462336 0.0062639876268797403 0.14115030397260975 0.032085110809930484 0.022592251860260149 0.032952702953480184 0.057656727714174849 0.019067505292696296 0.037855598126043333 0.020193763037241297 0.025637032532358717 0.050689426250755787 0.045790437186042254 0.039030128873491776 0.22416167490291627 0.047967646056349622 0.029566431825514883 0.044228379121704853 0.016235841544585128 0.035789234127150849 0.016083331836853176 0.0394593713026552 0.20837756623041059 0.12823414980084635 0.089103322805158314
leaf_count=18 23 541 58 53 113 131 2 60 28 103 6 263 17 81 64 18 11 65 37 342 32 20 44 138 11 11 22 156 127 526
internal_value=0 -0.000140367 -8.2117e-05 -0.00016371 -0.000219184 -0.000155278 -0.000882419 -0.00037705 -0.00228776 0.000513616 0.000926233 -0.000931269 -0.00230622 0.000174594 0.000548211 0.000674094 0.000885651 0.00113053 0.00139122 0.00239358 0.000586079 0.000153289 0.000615376 0.00146089 -0.00118208 -0.00215414 -0.000817913 -0.000391434 0.00200331 -0.0036058
internal_weight=0 1.63572 1.61175 1.56514 1.54459 1.51853 0.473903 0.400872 0.127452 0.273419 0.250827 0.109677 0.0767242 1.04463 0.758938 0.738744 0.68733 0.636641 0.590851 0.263192 0.327659 0.279691 0.250125 0.170107 0.0800176 0.0514136 0.285693 0.247837 0.153871 0.0953673
internal_count=3121 3098 3080 3022 2969 2856 1546 1005 556 449 346 286 280 1310 1051 987 845 834 769 379 390 358 338 283 55 142 259 178 145 528
is_linear=0
shrinkage=0.00404364


Tree=579
num_leaves=31
num_cat=0
split_feature=4 151 11 1213 484 150 474 403 52 133 51 47 160 150 133 148 1373 130 42 13 1 48 42 4 132 0 49 49 151 2
split_gain=0.109578 0.0929926 0.0910702 0.093742 0.093933 0.0955275 0.0818513 0.0784904 0.0769752 0.0994359 0.067702 0.0704249 0.0676289 0.113991 0.093689 0.0834186 0.0837446 0.0747673 0.0785448 0.0831143 0.0770474 0.0976819 0.0895194 0.0990254 0.0731682 0.0720075 0.103975 0.0700936 0.0713923 0.0838203
threshold=0.27287000000000006 -0.27559499999999998 0.081790000000000015 -0.082704999999999987 -0.0068949999999999992 0.094605000000000009 -1.0000000180025095e-35 -0.088999999999999982 -0.43320999999999993 -0.25159999999999993 0.11144500000000002 0.096475000000000019 -0.091944999999999985 -0.22665999999999997 -0.030254999999999994 0.10530000000000002 0.099250000000000019 -0.23647499999999996 -1.0000000180025095e-35 -0.53104499999999988 0.10022000000000002 0.11951500000000001 0.092860000000000012 -0.52556499999999995 0.082230000000000011 0.051010000000000007 -0.086009999999999989 -0.074429999999999982 -0.044604999999999992 -0.0091949999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -5 -3 -6 -9 -10 11 -8 13 -11 -15 16 17 -14 24 -20 22 -22 25 -24 -19 26 -21 -28 -29 -30
right_child=1 6 -4 4 7 -7 10 8 9 12 -12 -13 15 14 -16 -17 -18 18 19 20 21 -23 23 -25 -26 -27 27 28 29 -31
leaf_value=-0.0011980755042490662 -0.0011158824743862259 -0.0012343479954409805 -0.00095621582286661258 -0.0010639616185397281 -0.00086801482268626347 0.0006520709686976653 0.0010615388895052734 -0.00086370216450429229 -0.0012031764355414744 0.0012116894854938029 -0.00029878609249866102 0.00014091113787198872 -0.0011154409802821182 0.0006912613963070682 -0.0010438086259741664 -0.0012165867549312557 -0.0011032589700941604 -0.00046574482631147501 -0.0006660962786177527 -0.00071417556372154584 0.00098558570803257699 3.775621265787593e-05 0.0012192597427602384 -0.0012104681404134696 0.00057808293330611138 0.00084999420997714078 0.0010509873263795581 -0.00055310211813651476 -0.0011979858505642531 0.00044627279505837254
leaf_weight=0.11011919102747914 0.056734143639914691 0.037675819243304431 0.18950040004710889 0.23825602041324589 0.15389723856787929 0.057524699055647943 0.35275581471796602 0.1408745344415373 0.090047059475183544 0.05119889322668314 0.10491079922940116 0.17887214453367051 0.062080395407977718 0.054617021211015526 0.23888450219965474 0.06497171998489637 0.074121866739005671 0.39382544935506647 0.12091018997307745 0.1646870765253009 0.47935189987038018 0.22975264530396089 0.030403742275666445 0.11304573344023072 0.12680702473517158 0.27095434768125404 0.1544229784631207 0.15675819831813365 0.047426389530303426 0.66865838624287188
leaf_count=290 15 3 127 444 331 16 285 176 133 4 17 32 16 21 253 7 18 242 13 42 158 33 2 85 43 32 19 82 23 159
internal_value=0 0.000353663 -0.000145385 -0.000109599 -8.09474e-05 -0.00073022 0.000477323 -3.15499e-05 2.92696e-06 3.69065e-05 0.000578634 0.000751783 6.87848e-05 -0.000433878 -0.000720933 0.000123648 0.000151799 0.000182612 0.000209864 0.000299908 0.000350351 0.000678485 0.000205501 -0.000695494 -0.000211507 0.00029385 0.000167428 0.000308763 0.000177448 0.000337373
internal_weight=0 0.730949 4.4831 4.2936 4.18348 0.295781 0.674215 3.8877 3.7338 3.59293 0.636539 0.531628 3.50288 0.3447 0.293502 3.15818 3.09321 3.01908 2.957 2.43637 2.31546 0.709105 1.60636 0.143449 0.520632 1.46291 1.19195 1.02727 0.872843 0.716085
internal_count=3121 352 2769 2642 2352 460 337 1892 1561 1385 334 317 1252 278 274 974 967 949 933 648 635 191 444 87 285 357 325 283 264 182
is_linear=0
shrinkage=0.00119516


Tree=580
num_leaves=31
num_cat=0
split_feature=1456 401 133 52 1 1374 158 157 42 393 0 42 13 0 13 52 132 47 160 43 12 16 4 453 16 0 51 151 151 0
split_gain=0.0197448 0.0204922 0.0194104 0.0246398 0.0219452 0.0270884 0.0250597 0.0224034 0.0231577 0.0223934 0.0223583 0.035366 0.0305932 0.0256619 0.0236674 0.0235409 0.0240318 0.0262946 0.0222444 0.0199027 0.0252009 0.0310699 0.0299477 0.023529 0.0232149 0.016296 0.0273384 0.0162445 0.0161021 0.0235851
threshold=-1.0000000180025095e-35 0.10076500000000001 -0.25159999999999993 -0.52017999999999986 0.094385000000000011 -0.094929999999999987 0.084765000000000021 -0.084489999999999996 -0.095859999999999987 0.088255000000000014 -0.077999999999999986 0.091735000000000025 0.41383500000000001 -0.082974999999999979 -0.029529999999999997 0.084960000000000022 0.083225000000000007 0.081320000000000017 -0.51146999999999987 -0.40263499999999991 -1.0000000180025095e-35 -0.27167499999999994 0.26790000000000008 1.0000000180025095e-35 -0.071854999999999988 -0.23091999999999999 0.088210000000000011 -0.033849999999999991 -0.081989999999999993 -0.084269999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=27 2 -2 -4 5 -5 7 -7 -9 10 13 14 -13 15 -12 16 17 25 -6 -20 21 22 -21 24 -22 -10 28 -1 -27 -30
right_child=1 -3 3 4 18 6 -8 8 9 -11 11 12 -14 -15 -16 -17 -18 -19 19 20 23 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0011808386877729504 -0.002212791399874649 -0.0030684843117449838 -0.0033863939652177301 -0.0034030878856214425 -0.0033911333016787052 -0.0033905398661283137 -0.0033931749835351467 -0.0028650907194090673 0.0031063764925710769 -0.0033946493656722911 0.00050349076152347773 -0.003400241088633587 0.0034174898956346642 -0.0033859977409582166 0.0026232983932815233 -0.0029208035882252116 -0.0033886205204114316 -0.0026196860924154225 -0.0021720928153150941 -0.0024894724007533784 0.0013455017056326355 0.0032389110170498495 0.0033878130740749007 -0.0025605182404501215 -0.00011209720843589737 0.002700931220534504 -0.0033957641454693465 -0.0033882433945682188 -0.00025539886362764357 0.0028485561073582169
leaf_weight=0.011921456631171168 0.04265942301844905 0.024705609896727654 0.022828883870260719 0.029775477745715317 0.015725135249340383 0.021553749400026856 0.025714542926834838 0.028668920114796048 0.033084027367294322 0.01884659973302405 0.12118665591151512 0.032200052036841953 0.009836975485086441 0.026958147470168115 0.12000843026817343 0.028064469213859411 0.018811690052643826 0.027008482932615152 0.026935620036965702 0.026366954982222524 0.25587655603521853 0.090051664171369339 0.015917349114261015 0.027884967141289962 0.24474258388727321 0.045180324659213067 0.018343149055908725 0.035243996798499322 0.12870746464477589 0.035826047652336435
leaf_count=28 181 164 193 38 21 97 118 127 10 83 51 149 1 214 111 208 40 56 18 11 207 183 99 20 175 45 22 260 164 27
internal_value=0 -1.1395e-05 3.76881e-05 0.000101857 0.000155909 -0.000238865 -0.000111545 6.59443e-06 0.000112293 0.000240833 0.000347025 0.00105908 -0.00180484 -0.000210115 0.00155822 4.54351e-05 0.000316629 0.000558524 0.000587873 0.000678848 0.000795052 0.00211548 -0.000277049 0.000464419 0.000632911 0.00088723 0.0005653 -0.00223337 0.000911765 0.000420466
internal_weight=0 1.56347 1.53876 1.4961 1.47328 0.769775 0.74 0.714285 0.692731 0.664063 0.645216 0.283232 0.042037 0.361984 0.241195 0.335026 0.306961 0.288149 0.703501 0.687776 0.66084 0.132336 0.0422843 0.528504 0.500619 0.261141 0.228057 0.0471655 0.209714 0.164534
internal_count=3121 2833 2669 2488 2295 1561 1523 1405 1308 1181 1098 312 150 786 162 572 364 324 734 713 695 293 110 402 382 268 258 288 236 191
is_linear=0
shrinkage=0.00338353


Tree=581
num_leaves=31
num_cat=0
split_feature=1 150 0 3 1 4 16 15 133 133 150 2 9 150 47 4 2 3 4 48 47 14 4 2 49 1 457 49 13 4
split_gain=0.0846236 0.0742603 0.0734646 0.0640559 0.0564051 0.0702073 0.0688276 0.0576368 0.0867931 0.0931337 0.0549428 0.0526987 0.0583026 0.0523615 0.049166 0.0528363 0.0790402 0.0509673 0.04668 0.0577613 0.0689695 0.0710355 0.0455411 0.0430684 0.0426755 0.0424482 0.0399587 0.0397329 0.0377398 0.0344038
threshold=0.094385000000000011 0.080470000000000014 -0.060129999999999996 0.090900000000000009 1.0000000180025095e-35 0.053925000000000008 -0.078844999999999985 0.083935000000000023 0.083950000000000011 0.091935000000000003 0.15024000000000001 0.13754500000000003 -1.0000000180025095e-35 0.087380000000000013 0.085270000000000026 -0.27825499999999997 0.096540000000000015 -0.097174999999999984 -0.034939999999999992 0.12933000000000003 0.087885000000000019 -0.46596499999999991 0.09173000000000002 0.11510000000000002 -0.0087849999999999977 0.07863500000000001 0.082380000000000009 -0.24768999999999997 -0.39067499999999994 -0.077519999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 3 4 7 6 13 -1 -9 -10 -3 12 -2 24 15 16 -4 -17 23 20 21 -20 -22 -14 -6 -8 -5 -23 -19 -26
right_child=1 10 14 26 5 -7 25 8 9 -11 -12 -13 18 -15 -16 17 -18 28 19 -21 22 27 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=-0.0011284844656888845 0.0011426119089412935 0.0006879974322515093 -0.0011408674398228303 -0.00029279070021883449 0.0010925202752198652 0.00081684324525385871 0.00031437298359540255 -0.0011290884330771847 0.00094257180731971381 -0.0011277612687899212 -0.00027368407725248344 0.00053722834271071457 -0.0010057159954136299 -0.0011409341604895534 0.00087691105125286531 0.00077630978282646423 2.7399858716928419e-05 0.0011356538144991412 -0.00048478690583468945 -0.0010599935518020092 -0.00085905679065762799 -0.00037062262109036282 -6.9624722754896631e-05 0.00018786079666598758 0.00021287558785327169 -0.00099370981490163029 0.00062946285396964859 0.00079183874187811038 -0.00081347675874022315 -0.0011290885041045555
leaf_weight=0.26764336289670587 0.045888807391747721 0.37931384305193194 0.10201275338476989 0.12426480256544881 0.05614660179708153 0.068249072537582833 0.036689445230877027 0.10203882666610298 0.084745398438826669 0.040841891486707027 0.094032573746517301 0.18799231222146762 0.13457455865864143 0.040840242756530643 0.085749772682902403 0.14844399144931231 0.26237605679489207 0.016244142781943083 0.094810082606272328 0.067504966631531715 0.12021540771092987 0.043360127019695605 0.40478314578649588 0.053624401640263386 0.11995942201610887 0.22100841191604559 0.11448840505909175 0.2665940061197043 0.05616390805334992 0.030364698097400833
leaf_count=784 51 217 46 33 8 23 18 431 21 189 10 117 184 8 25 32 59 2 29 19 77 6 61 21 115 238 15 151 84 47
internal_value=0 0.000110661 -0.000222457 -0.000377944 -0.000495787 -0.000255274 -0.000400165 -0.000774172 -0.000357569 0.000269285 0.000496955 -1.81668e-05 -0.00010296 2.42499e-05 8.04768e-05 -3.62171e-05 -0.000299663 0.000398449 -0.000151175 -5.40909e-05 1.89422e-05 0.00036828 -0.000250391 -0.000665625 0.000254725 -0.000807473 0.000149454 0.00062922 -0.000376206 -5.81942e-05
internal_weight=0 1.89269 1.97827 1.30728 1.06853 0.573258 0.505009 0.495269 0.227626 0.125587 0.473346 1.41935 1.23136 0.247311 0.670991 0.585241 0.364389 0.220852 1.18547 0.997268 0.929763 0.404764 0.524999 0.188199 0.206471 0.257698 0.238753 0.309954 0.0724081 0.150324
internal_count=3121 943 2178 1930 1882 457 434 1425 641 210 227 716 599 178 248 223 105 118 548 343 324 186 138 205 170 256 48 157 86 162
is_linear=0
shrinkage=0.00112622


Tree=582
num_leaves=31
num_cat=0
split_feature=1213 475 484 150 1 47 43 11 3 0 0 43 47 124 13 43 2 15 43 51 156 124 123 2 42 3 16 52 49 457
split_gain=0.068689 0.0748044 0.0591018 0.0946719 0.0615857 0.073817 0.0627599 0.0621902 0.0728918 0.0977561 0.1021 0.0673539 0.0738845 0.0572999 0.0749759 0.0659639 0.0701585 0.0532332 0.0479677 0.0440687 0.0404217 0.0422391 0.0385484 0.037331 0.0424438 0.0333524 0.0371574 0.0322803 0.0630035 0.0616469
threshold=-1.0000000180025095e-35 -0.086004999999999984 -0.0068949999999999992 0.097210000000000005 0.12337000000000002 0.11893500000000001 -0.25681499999999996 0.089270000000000002 -0.12018999999999998 -0.10096999999999999 -0.084269999999999984 -0.04890499999999999 0.096300000000000011 -0.027784999999999997 -0.084034999999999985 -0.090299999999999991 0.090310000000000015 -0.015744999999999999 -0.084004999999999982 0.12547500000000003 0.10441500000000002 -0.31141499999999994 0.087755000000000014 0.08622500000000001 0.080840000000000009 0.097915000000000016 -0.087989999999999985 -0.07167999999999998 -0.043469999999999995 0.082380000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 22 5 7 -6 8 17 11 19 -10 27 -12 18 16 -16 -4 -15 -11 21 -8 -2 -19 -25 26 -20 28 29 -13
right_child=2 -3 4 -5 6 -7 20 -9 9 10 13 12 -14 14 15 -17 -18 23 25 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0010675264055704419 -0.00092954431684653678 -0.0009754307619928293 0.00090815414210145364 0.00073869350972796146 -0.00061755457545238255 -0.00096661036711640966 -0.00072265572967319697 -0.00068665192211346689 0.00065612367228793636 -0.001051135384437369 0.00065061252152962088 -0.0003594364750830625 -0.00085883294981149499 0.00098403049776690159 0.0003680039766084213 -0.00092704796911870615 -0.001067379968246269 -0.00063020922654610019 0.00045221796560505304 0.00076452851272604001 -0.00064354462935464827 0.00071213015116978378 0.00098260411154694983 0.00063563755022748617 -0.00026137122757606155 0.0003150529580474566 -0.00095661792643390246 0.0003020273665192079 -0.00067051617102958287 0.00073037720757555846
leaf_weight=0.0233115553855896 0.20166721131681775 0.15057446260834728 0.15825412540289108 0.055464734046836384 0.062441213522106409 0.093429789616493397 0.02471374292508699 0.14428731946100004 0.23884813126642257 0.21136832557567886 0.096714341441841434 0.10878527064051013 0.095606210044934414 0.065912065518205054 0.12931033335553621 0.21130688938682085 0.054523773698747391 0.056165648187745609 0.030814001594990259 0.016210670051805209 0.030877692337526241 0.35599573566287279 0.012617330037755892 0.17063378714738064 0.091147146449657157 0.12572339607868344 0.06678085472958839 0.49516355637752185 0.14125246749608777 0.12636771143297665
leaf_count=4 460 487 66 16 6 40 6 79 96 407 74 27 20 10 74 555 59 26 9 14 22 235 9 53 22 21 43 147 21 13
internal_value=0 -0.000701547 -1.8923e-05 -0.000497089 1.89844e-05 -3.84575e-05 0.000373867 -7.87134e-06 2.85253e-05 -5.2469e-05 -0.000296275 0.00015144 2.68057e-05 -0.00011402 -0.000222076 -0.000522605 -5.77198e-05 0.000405209 0.0001885 -0.000921804 0.000524274 0.000618991 -0.000816955 0.000154875 0.000323316 -4.62998e-05 -0.000511801 0.000123955 -0.0001103 0.000226213
internal_weight=0 0.173886 3.67238 0.269749 3.40263 2.92861 0.474028 2.83518 2.69089 2.21469 1.00866 1.20602 0.967175 0.781086 0.684371 0.395141 0.183834 0.476201 0.28923 0.227579 0.411587 0.380709 0.214285 0.317947 0.261781 0.223318 0.0975949 0.871569 0.376405 0.235153
internal_count=3121 491 2630 485 2145 1876 269 1836 1757 1590 1266 324 228 845 771 688 133 167 83 421 263 241 469 101 75 73 52 208 61 40
is_linear=0
shrinkage=0.00106127


Tree=583
num_leaves=31
num_cat=0
split_feature=31 1348 14 3 38 124 3 11 0 2 457 14 39 13 43 151 42 15 13 151 42 15 2 13 4 0 48 0 4 41
split_gain=0.0196144 0.0195102 0.0269584 0.0242493 0.0307458 0.0221016 0.0271372 0.0269834 0.0264243 0.0369601 0.0332138 0.0241016 0.0249713 0.03653 0.0308633 0.026241 0.0246008 0.0226484 0.0206961 0.0197053 0.028383 0.0190178 0.0196213 0.0180302 0.0172405 0.0283608 0.0170783 0.0182571 0.0162043 0.0244673
threshold=-1.0000000180025095e-35 0.095915000000000014 0.078320000000000015 0.30112000000000005 0.13905500000000001 -0.043384999999999993 -0.12018999999999998 0.081790000000000015 -0.10607499999999999 0.11215000000000001 -0.0029299999999999994 -0.073394999999999974 0.16946000000000003 -0.0034749999999999994 -0.15879999999999997 -1.0000000180025095e-35 0.091295000000000015 -0.095869999999999983 -0.061684999999999997 -0.084304999999999977 -0.088934999999999986 -1.0000000180025095e-35 0.08839000000000001 0.14871000000000004 0.0061450000000000003 -0.15350499999999997 0.12230500000000001 -0.15350499999999997 0.24564500000000003 0.08178500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 19 7 21 9 10 -8 -10 13 14 -13 -16 -15 -12 -17 -2 -21 -7 -23 -24 25 -19 27 -11 -9 -30
right_child=1 -3 -4 4 -6 6 8 28 11 26 17 12 -14 16 15 18 -18 24 -20 20 -22 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0033337175544093933 0.0033197138444969092 0.0031918652513046228 -0.0027655115025817315 0.0033218417643467489 -0.0033484240883225143 0.0028038517335274957 -0.0018529559231175306 -0.0033215797841798216 0.001970792505648127 0.0014457764340127686 -9.959098825530726e-05 0.0031668385379241847 0.0033314701002612303 -0.0030838622321972186 -0.0033136625720369081 -0.00023660759907384764 0.00048584331753217635 -0.0016285018225495674 -0.0032163285942037744 -0.0028813477529695424 0.0014646282800941618 -0.0017048765447177695 0.0026515961041627344 -0.00013205694521058073 0.0024742257239593053 0.0024052548452814255 -0.0029901978084763375 -0.0019611715651233061 0.0022760082796115491 -0.0018175572918443276
leaf_weight=0.018372322397226415 0.034403368817947921 0.019406190420340974 0.042341810079051245 0.042929943614581023 0.009240749292075634 0.063349301832204219 0.055566376604474499 0.022620183005528816 0.027854199073771846 0.030345218929141993 0.13911909255875798 0.021501788185559478 0.013064391294392408 0.14569873146456491 0.044096676806929525 0.24113720269269767 0.024869598551958916 0.03735022813998512 0.028702455904296098 0.022214987970073707 0.064681546002247958 0.031222288740536341 0.052683227469970006 0.049813814719527727 0.11459823668701574 0.039424292073817258 0.052888843420078047 0.040284789123688824 0.028083916622563265 0.03754684139858
leaf_count=86 42 22 87 117 1 60 38 88 29 18 86 8 17 454 237 877 24 18 442 23 104 32 29 17 43 25 24 24 28 21
internal_value=0 -0.000113679 -0.000154862 -8.19123e-05 0.00214037 -0.000161152 -0.000283734 0.000624034 -0.000528886 1.46088e-05 0.000519936 -0.00103527 -0.00119658 -0.00131349 -0.00067792 -0.000941251 -0.00256338 0.000918895 -0.000553556 0.00119485 0.000353585 0.00130669 0.000597417 0.00129873 0.00165929 0.000442862 -0.00156479 -0.000497423 -0.000900376 -6.58884e-05
internal_weight=0 1.57704 1.55763 1.51529 0.0521707 1.46312 1.34182 0.28532 1.0565 0.509577 0.386058 0.546925 0.519071 0.506006 0.335438 0.313936 0.170568 0.330492 0.26984 0.1213 0.0868965 0.197069 0.133719 0.102497 0.191373 0.0767745 0.123519 0.07063 0.0882509 0.0656308
internal_count=3121 3035 3013 2926 118 2808 2639 275 2364 276 210 2088 2059 2042 1564 1556 478 172 1319 169 127 138 78 46 86 43 66 42 137 49
is_linear=0
shrinkage=0.00331719


Tree=584
num_leaves=31
num_cat=0
split_feature=1 0 3 150 150 484 1 4 15 133 133 16 52 1 1 42 43 4 52 15 47 52 150 0 133 160 13 457 49 14
split_gain=0.0949909 0.0966652 0.0827245 0.0820896 0.0729207 0.066973 0.0654619 0.0672661 0.0659664 0.0947656 0.107023 0.0658207 0.0633084 0.0608616 0.0583961 0.0578469 0.0663144 0.0639928 0.111849 0.0572631 0.0914565 0.060836 0.0561337 0.0485468 0.053121 0.0516595 0.0521246 0.0480937 0.0469127 0.0453818
threshold=0.094385000000000011 -0.060129999999999996 0.090900000000000009 0.080470000000000014 0.15024000000000001 -1.0000000180025095e-35 1.0000000180025095e-35 0.053925000000000008 0.083935000000000023 0.083950000000000011 0.091935000000000003 -0.078844999999999985 -0.43320999999999993 0.07863500000000001 0.10752500000000002 0.092620000000000022 -0.52440999999999993 -0.49405499999999997 0.10347000000000002 0.050935000000000008 0.093140000000000014 0.13796000000000003 0.087380000000000013 -0.20211999999999997 -0.25159999999999993 -0.080409999999999995 -0.020934999999999999 0.082380000000000009 -0.0087849999999999977 -0.072219999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 5 -5 -2 8 11 -1 -10 -11 22 -7 -13 19 17 -17 18 -3 20 21 -14 28 -16 -25 -26 -27 -4 -8 -28
right_child=3 15 27 4 -6 12 7 -9 9 10 -12 13 14 -15 23 16 -18 -19 -20 -21 -22 -23 -24 24 25 26 29 -29 -30 -31
leaf_value=-0.0012716301318278478 -0.00086489998747305778 -0.0012818235421448326 -0.00031372414031921993 0.00082867908829470773 -0.00038693497587971419 -0.0012734423014289311 0.0012368383363315989 0.00085124449386341243 -0.0012717774725165894 0.0010829912964594637 -0.0012703451456217941 0.00054672229533495324 0.0010993282496138802 -0.0011202188418456571 -0.00047071020358273259 0.00095518483916027174 -0.0012836733926937574 0.00051525753299661915 0.00075445703333481358 -0.0012753562563730177 -0.00085089447259619876 -0.00050619535331839708 -0.0012922397203794275 -0.00081399565910195691 -0.00022908005543926098 0.0010364381811336938 0.0011469111433476307 0.00078281780438086194 -8.7967511036812944e-05 6.3337261670145479e-05
leaf_weight=0.32677696622158714 0.13792806171113658 0.098582741542486474 0.13663664385967411 0.38412963488372032 0.1000567331793718 0.054849095417011884 0.058483149739913642 0.071850094762339722 0.11289985929579416 0.092457609644043259 0.04683084014322958 0.041215793418814428 0.1129136531599213 0.2427412237302633 0.1195922578772296 0.028417925233952701 0.084748388810112374 0.4537867775215999 0.077507723559392616 0.077641575877350988 0.13084324014198501 0.057195249290089123 0.044937042082892731 0.054737622165703437 0.13664870661523298 0.28298714436823491 0.080244505814334843 0.12160340102855116 0.16237657031888375 0.2761132065243147
leaf_count=784 93 58 33 217 10 113 8 23 431 21 189 18 43 238 29 3 74 102 11 62 36 13 8 15 65 151 29 15 162 67
internal_value=0 -0.000258928 -0.000448587 0.000122616 0.000577473 -2.21142e-05 -0.000588663 -0.00030284 -0.000895535 -0.000408203 0.000291765 -0.000453674 6.18911e-05 -0.000878266 0.000117005 0.000113429 -0.000721459 0.000263429 -0.000385537 -0.000304224 -5.36849e-05 0.000559507 -7.18286e-08 0.000284816 0.000393582 0.000478763 0.000630052 0.00020263 0.000262838 0.000307336
internal_weight=0 2.20185 1.45881 2.00588 0.484186 1.52169 1.20057 0.621604 0.578965 0.252188 0.139288 0.549754 1.38377 0.283957 1.32892 0.743044 0.113166 0.629877 0.17609 0.378594 0.300952 0.170109 0.265797 0.950323 0.830731 0.775994 0.639345 0.25824 0.22086 0.356358
internal_count=3121 2178 1930 943 227 716 1882 457 1425 641 210 434 623 256 510 248 77 171 69 154 92 56 178 356 327 312 247 48 170 96
is_linear=0
shrinkage=0.00126831


Tree=585
num_leaves=31
num_cat=0
split_feature=484 150 1213 475 1 47 11 43 48 1 51 474 148 2 393 14 51 43 52 15 2 42 12 1212 160 0 2 3 49 43
split_gain=0.018981 0.0308005 0.0198878 0.0267742 0.0189858 0.0319247 0.0266535 0.0232658 0.0216235 0.0278497 0.028311 0.0247598 0.0247741 0.0303179 0.0199938 0.0197753 0.0231972 0.0222434 0.0241266 0.0270482 0.0267876 0.0269349 0.0240355 0.0325416 0.0307612 0.023034 0.0232793 0.0201715 0.0247799 0.0257997
threshold=-0.0068949999999999992 0.097210000000000005 -1.0000000180025095e-35 -0.086004999999999984 0.12337000000000002 0.11893500000000001 0.089270000000000002 -0.25681499999999996 0.12737000000000001 0.10312500000000001 -0.096089999999999981 -0.14697499999999997 -0.080634999999999984 0.10276500000000001 0.088255000000000014 0.062655000000000016 -0.090529999999999985 -0.15582499999999996 0.11434500000000002 -0.09551999999999998 0.089885000000000007 0.091625000000000012 0.084100000000000022 -0.50120999999999993 0.083670000000000008 -0.13455999999999999 0.083995000000000014 -0.10831999999999999 -0.087004999999999985 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 6 8 -6 9 10 -4 -11 -13 -14 15 16 -12 -18 20 -20 22 27 24 -24 25 -19 -27 -22 -29 -30
right_child=2 -3 4 -5 7 -7 -8 -9 -10 11 14 12 13 -15 -16 -17 17 18 19 -21 21 -23 23 -25 -26 26 -28 28 29 -31
leaf_value=-0.0027034712099722751 0.0036708678031395687 0.0022030968571327921 -0.0036669624349124222 -0.0031866182079434268 -0.0020363661957703196 -0.0032937839133850661 -0.0024068657015932104 0.0016982019394684255 -0.0032052886986705638 -0.0037058323391988817 0.0034704556857299493 -0.0025400313738985938 0.00035173984647970691 0.0030320868643221436 -0.0036716112417998453 -0.0036677440065255593 0.0016615276012201257 0.0032224082442499371 0.0021252712519700973 -0.003676216379977689 0.0026989789878894771 -0.0027593955136265644 0.0036993878329129874 -0.0033956658330237732 -0.0031651313961030439 -0.001866553023201738 0.0029236702006035509 -0.0018720979694995634 -0.0015123916403188486 0.0017212310253498014
leaf_weight=0.077936875388331939 0.0090851667337119579 0.022006844323186669 0.028420711266789356 0.047916258398572498 0.025906494120135903 0.039511158120148937 0.05621792935016845 0.16418581845073266 0.024776423935691017 0.0126350834943878 0.028567086851125412 0.018402526042336831 0.099564855306198297 0.13119304761767125 0.018874455070545082 0.017844622874690685 0.10557210782462723 0.038487672572955489 0.013990298657517997 0.04697102920999896 0.072564194364531431 0.02778766560686563 0.0098860133439300224 0.070552893228068791 0.031271426229068311 0.043556020855250566 0.019791773700490012 0.047606686284780153 0.0415649622800629 0.16243754352217366
leaf_count=487 4 16 145 469 6 40 79 263 15 9 28 14 102 170 90 39 74 8 26 197 31 82 1 387 42 46 42 16 102 91
internal_value=0 -0.00162308 2.68913e-05 -0.00209364 0.000113344 -5.59535e-05 5.35256e-05 0.00118924 0.000177877 0.000254952 -7.50494e-05 0.00129583 0.00154947 0.0018756 5.29843e-05 0.000143291 0.000232702 0.000106352 -0.000155725 -0.00234481 8.02567e-05 0.000701151 -0.000943086 -0.00252368 1.20942e-05 0.00098775 -0.000369942 0.000997784 0.000507158 0.00106239
internal_weight=0 0.0999437 1.45514 0.0570014 1.39814 1.20805 1.16854 0.190092 1.11232 1.08754 0.825747 0.261796 0.24916 0.230758 0.797326 0.778452 0.760607 0.73204 0.626468 0.0609613 0.565507 0.351961 0.213546 0.0804389 0.133107 0.101835 0.0633478 0.324173 0.251609 0.204003
internal_count=3121 503 2618 473 2145 1876 1836 269 1757 1742 1447 295 286 272 1302 1212 1173 1145 1071 223 848 322 526 388 138 96 88 240 209 193
is_linear=0
shrinkage=0.00366245


Tree=586
num_leaves=31
num_cat=0
split_feature=31 139 1374 2 1 16 457 123 1447 15 4 4 48 4 2 15 2 1 2 1 42 51 1 48 2 44 52 0 52 51
split_gain=0.0182963 0.01793 0.0184165 0.0192987 0.0225316 0.0251479 0.0201473 0.0196733 0.0208692 0.0182748 0.0363016 0.0204477 0.0231213 0.017588 0.0420519 0.019686 0.0217757 0.0279238 0.0210866 0.0300936 0.0387774 0.0393595 0.0246419 0.027104 0.0286241 0.0230096 0.0222371 0.0189104 0.0258339 0.0161178
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.093235000000000012 0.088850000000000012 0.13075500000000004 0.51524500000000006 -0.14786499999999997 0.088610000000000008 -1.0000000180025095e-35 -0.11713499999999999 0.24564500000000003 -0.0016099999999999997 0.083985000000000018 -0.49405499999999997 0.11093500000000002 0.097485000000000016 0.090050000000000005 0.11230000000000001 0.11215000000000001 0.093575000000000019 -1.0000000180025095e-35 0.08955500000000001 0.14089500000000002 0.12879500000000002 0.113445 0.097195000000000017 0.10611000000000001 -0.030209999999999997 -0.088204999999999992 0.078435000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 9 -6 -5 8 -8 -3 11 12 -11 14 -10 18 -17 -18 19 20 -15 26 23 24 -20 -26 27 28 -22 -30
right_child=1 2 -4 6 5 -7 7 -9 13 10 -12 -13 -14 15 -16 16 17 -19 22 -21 21 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.0037540733138662608 0.0037436488308827697 -0.0028308170678949984 -0.0030829232645207326 0.0034930230420135953 0.0033955477985526269 -0.0009958703353879952 -0.003512953830896619 0.0026047419839595348 -0.0037538116636757434 -0.0010590774429742179 0.0022542926777514372 -0.0025245847435504082 0.0019929899771719754 -0.0037415873723109522 0.0028333662401404088 0.0037158858607979459 -0.0037529581543401819 0.0013638980034458654 -0.0031859388224342493 0.0026368299447094932 -0.0025648274896760935 -0.0026989549156491237 0.0036268491258702575 -0.0029565988644406401 0.00120020683891605 -0.0037587589661332772 -0.0025059717089368013 0.0033756901929083366 0.00071881076086395491 0.0037586389977447613
leaf_weight=0.017189021509238844 0.01655095029673237 0.063997893809300876 0.029603948478325148 0.025633437493524758 0.037378562890808098 0.035465543594909832 0.022886450386977009 0.04270807823195355 0.044899451913351762 0.19707036261729627 0.051225737173808739 0.10139106394854003 0.042026124704534595 0.028795605624281628 0.019354948706677533 0.009885868382298213 0.049177726940797584 0.021343322456232272 0.032013853266107617 0.11430365191336023 0.023755253421768097 0.037697257667332451 0.019969496160229028 0.056286718921910506 0.13261488179205116 0.01448392472229898 0.018351845105826214 0.069026020908496855 0.072978947878027611 0.036523935064906254
leaf_count=86 23 114 41 19 39 15 105 97 87 1068 18 193 38 223 17 3 162 12 16 101 77 57 46 32 226 5 63 28 102 8
internal_value=0 -0.000122579 -0.000166684 -0.00010594 -0.000671666 0.0012575 0.000229022 0.000132526 4.44516e-06 -0.000980037 -0.000677658 -0.00111876 -0.000522614 0.000104887 -0.0017696 0.000268266 -0.00147645 -0.00220433 0.000481858 0.00101573 0.000370381 0.000828729 -0.000357371 -0.000695362 1.52392e-05 0.000711928 0.00143146 0.00178868 0.000966622 0.00173272
internal_weight=0 1.4674 1.45085 1.42125 0.528555 0.0728441 0.892691 0.867057 0.824349 0.455711 0.391713 0.340488 0.239096 0.801463 0.0642544 0.737208 0.0804069 0.070521 0.656801 0.401433 0.287129 0.258333 0.255369 0.235399 0.179113 0.147099 0.220636 0.202284 0.133258 0.109503
internal_count=3121 3035 3012 2971 1485 54 1486 1467 1370 1431 1317 1299 1106 1265 104 1161 177 174 984 659 558 335 325 279 247 231 278 215 187 110
is_linear=0
shrinkage=0.0037357


Tree=587
num_leaves=31
num_cat=0
split_feature=39 42 123 133 1456 1365 4 47 128 15 150 1456 148 52 158 130 41 157 1 42 13 43 16 160 15 4 43 1 1 43
split_gain=0.017908 0.0184448 0.0178278 0.0230792 0.0227312 0.0181541 0.0193958 0.0291264 0.0252828 0.0223567 0.0191797 0.0227123 0.0209907 0.0190215 0.0180138 0.0180427 0.0171822 0.0172635 0.0185026 0.0289163 0.0277695 0.0172178 0.0298142 0.0250861 0.0210821 0.0221205 0.0245289 0.0237353 0.0263117 0.0354212
threshold=0.16946000000000003 -0.26584999999999998 1.0000000180025095e-35 -0.089569999999999983 1.0000000180025095e-35 1.0000000180025095e-35 0.24564500000000003 0.12431000000000002 0.086435000000000012 -0.12563999999999997 -0.013494999999999998 -1.0000000180025095e-35 1.0000000180025095e-35 0.13796000000000003 0.094850000000000004 1.0000000180025095e-35 0.079395000000000007 0.090460000000000013 0.11634000000000001 0.091735000000000025 0.41383500000000001 -0.084004999999999982 -0.084119999999999986 -0.082299999999999984 0.095575000000000007 -0.51843499999999987 0.070450000000000013 0.094465000000000007 0.090840000000000018 -0.0037449999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 8 13 9 -3 -11 -12 14 -8 15 16 17 18 19 21 -21 22 -13 -23 25 -25 27 28 29 -27
right_child=-2 2 3 -5 -6 -7 7 -9 -10 10 11 12 -14 -15 -16 -17 -18 -19 -20 20 -22 23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.0029532706720860201 0.0029560737792119537 -0.0024837179066508879 -0.0021746384243688703 0.0015280495986703328 -0.0029482896186033879 -0.0023751026340859721 0.0013802830026442812 -0.0020365628187678951 -0.0029517681330780308 0.0015765559604268423 -0.0029488757410534049 -0.0029484931804101993 -0.0029601719032216526 -0.0016071353275409655 -0.0028334098655364427 -0.002947056146839037 -0.0027305213857034506 -0.0026541216653524755 0.0017590128642361346 -0.0028926873532471239 0.0029704795062310209 -0.0023042780400767838 0.0016486260720417747 -0.0029611513678776263 -0.0019026371704893993 -0.0029497983200465591 0.0019399777786738748 0.0012484618778697534 -0.0029601295878328329 0.00071242178491484143
leaf_weight=0.019311323088913812 0.016898288155062002 0.03429010859190329 0.016944693932600785 0.10581435357380531 0.024850108639839052 0.029769929672511242 0.18947518786308137 0.02950926628545858 0.028791917413172996 0.05809314058933468 0.024826243750567079 0.013550630673307751 0.021511805258342065 0.020492368952545803 0.019153890272946228 0.016955288335338992 0.017850626864856167 0.018017507792137621 0.065407977686845697 0.044610330075101956 0.0083151897415518761 0.036894152625336019 0.12657862694504673 0.016030570277507095 0.036861874054920918 0.028281628320882546 0.087300779012821295 0.10818309241676616 0.031127209334954387 0.12074954917079928
leaf_count=18 23 113 18 244 267 48 243 15 180 37 238 39 10 18 52 258 47 93 59 299 1 118 151 14 27 205 35 88 24 139
internal_value=0 -9.44728e-05 -5.44745e-05 0.00101696 -0.000159071 -0.00010284 -4.6603e-05 0.000703608 -0.00023309 -0.000149336 -6.0425e-05 -0.00017334 -8.90384e-05 0.00108872 -1.14335e-05 5.81568e-05 0.000125223 0.000193933 0.000264821 0.000116401 -0.00197152 0.000298884 0.00120408 2.63518e-05 0.000227004 0.000427433 0.000572042 0.000157873 -0.000497013 1.74427e-05
internal_weight=0 1.39955 1.38024 0.122759 1.25748 1.23263 1.20286 0.239477 0.963382 0.93459 0.9003 0.842207 0.817381 0.209968 0.795869 0.776715 0.75976 0.741909 0.723892 0.658484 0.0529255 0.605558 0.140129 0.465429 0.428535 0.391673 0.375642 0.288341 0.180158 0.149031
internal_count=3121 3098 3080 262 2818 2551 2503 276 2227 2047 1934 1897 1659 261 1649 1597 1339 1292 1199 1140 300 840 190 650 532 505 491 456 368 344
is_linear=0
shrinkage=0.00294557


Tree=588
num_leaves=31
num_cat=0
split_feature=484 4 151 1213 11 403 150 133 52 160 150 133 148 457 457 1 130 1373 151 48 123 453 49 13 43 16 156 2 43 13
split_gain=0.096166 0.0996659 0.119812 0.0905099 0.0953807 0.0915424 0.078695 0.0736565 0.0865901 0.0857679 0.124393 0.0826221 0.0803194 0.0729924 0.0990261 0.07656 0.0980087 0.0852244 0.0688012 0.0749995 0.0654277 0.064542 0.062844 0.0661516 0.0615999 0.064209 0.0589281 0.0677358 0.0548391 0.0798164
threshold=-0.0068949999999999992 0.27834500000000006 -0.27559499999999998 -0.082704999999999987 0.081790000000000015 -0.092474999999999988 0.097210000000000005 -0.25159999999999993 -0.43320999999999993 -0.091944999999999985 -0.22665999999999997 -0.030254999999999994 0.10530000000000002 -0.0029299999999999994 -0.14786499999999997 1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.082229999999999984 0.088965000000000002 0.087755000000000014 1.0000000180025095e-35 -1.0000000180025095e-35 -0.53104499999999988 0.15359500000000004 -0.084119999999999986 0.091255000000000017 1.0000000180025095e-35 -0.072864999999999985 -0.093839999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 -3 -2 5 -5 20 -7 -9 10 -10 -12 13 14 -11 16 -15 -17 -18 22 -1 -4 -20 -24 25 -25 27 28 -19 -30
right_child=1 2 21 4 -6 7 -8 8 9 12 11 -13 -14 15 -16 17 18 26 19 -21 -22 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=-0.0010508483540354319 -0.001175071022702332 -0.0010968652787588812 0.0007282545954782391 -0.00098094676290378041 -0.0010967285968294105 -0.00097996920829122522 0.0005929166142334256 -0.0010005148677257858 0.001188362584743888 0.00080031629074149915 0.00066675323585887851 -0.0010582537147481618 -0.0011890807518951637 -0.0011783588611432095 -0.00089058243619871322 -0.00067965211258332687 -0.00092052982485119398 0.00051734369216839126 -0.0011795786470856456 0.00099272615578696643 0.0010925154798551238 -0.0007317524764224834 -0.0011929111273301255 -0.00069068040476699482 0.0011383866809175928 0.00033147570862950297 -0.00033757743645658722 0.00075616462450817676 0.00079894125331249626 -0.00070682647590235824
leaf_weight=0.27719404086747079 0.1035029348877291 0.063711502531077713 0.48639956123952277 0.13331856759032357 0.11870010834536504 0.10029926352217611 0.057916848076274619 0.10633549862177583 0.051764633506536484 0.064754618695587851 0.045283695275429636 0.24101066900039114 0.060946300858631619 0.092203485302889021 0.17899086626494298 0.095756407245066177 0.083271782583324239 0.34232215535303445 0.053718211653176695 0.13544962477681111 0.021037295344285667 0.045455159619450569 0.046846485696732998 0.11149870206281776 0.090967339085182175 0.34683834403039515 0.11655954555317283 0.77438688235997688 0.070783119648697435 0.15237048293783029
leaf_count=478 278 15 301 303 116 146 16 167 4 28 21 254 7 91 62 15 62 99 26 25 9 7 3 66 11 162 49 170 13 117
internal_value=0 -2.34308e-05 0.000421578 -9.47167e-05 -6.37792e-05 -2.87041e-05 -0.000656933 9.05259e-06 3.94623e-05 7.45054e-05 -0.000483177 -0.000785406 0.000141415 0.00017083 -0.00044137 0.000230211 -2.97385e-05 0.000391118 9.2191e-05 0.000199575 -0.000899655 0.000603475 3.42622e-05 0.00014364 0.000257625 8.28179e-05 0.000461519 0.000531035 0.000222733 -0.000229205
internal_weight=0 4.31345 0.595566 3.71788 3.61438 3.49568 0.356148 3.36236 3.26206 3.15572 0.338059 0.286294 2.81766 2.75672 0.243745 2.51297 0.960794 1.55218 0.86859 0.785319 0.298231 0.531855 0.649869 0.596151 0.549304 0.458337 1.45642 1.33986 0.565476 0.223154
internal_count=3121 2618 323 2295 2017 1901 503 1598 1452 1285 279 275 1006 999 90 909 446 463 355 293 487 308 268 242 239 228 448 399 229 130
is_linear=0
shrinkage=0.00117172


Tree=589
num_leaves=31
num_cat=0
split_feature=1365 1 0 3 133 15 484 2 133 1426 15 13 47 48 1 50 4 151 1 3 1 14 12 43 52 0 0 47 4 47
split_gain=0.016673 0.0171951 0.0347857 0.0234011 0.0236574 0.0343314 0.0238553 0.0219528 0.0187274 0.017897 0.0194532 0.0291996 0.0199507 0.0285934 0.0248832 0.0220304 0.0211947 0.0246855 0.0270372 0.0234715 0.0182197 0.0171764 0.01944 0.0221677 0.0162801 0.0159679 0.0342276 0.016371 0.0156933 0.0135021
threshold=0.088010000000000019 0.077565000000000009 -0.059114999999999994 -0.084074999999999997 0.083950000000000011 0.083935000000000023 0.087020000000000014 0.14753000000000002 -0.25159999999999993 -1.0000000180025095e-35 0.024640000000000006 -0.0025349999999999995 0.087235000000000021 0.12879500000000002 0.097115000000000021 0.11610000000000001 0.018150000000000003 -0.086654999999999982 0.080585000000000004 0.092670000000000016 0.08844500000000001 0.11054000000000001 0.091715000000000005 -0.00067499999999999993 0.12603000000000003 -0.20211999999999997 -0.12333499999999999 0.11312500000000002 -0.49405499999999997 0.13148500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 -5 8 -3 -10 12 20 13 14 16 21 17 -11 -19 -20 -12 22 -16 -24 -22 -14 -27 -28 -4 -29
right_child=-2 7 28 4 5 -7 -8 -9 9 10 11 -13 25 -15 15 -17 -18 18 19 -21 24 -23 23 -25 -26 26 27 29 -30 -31
leaf_value=-0.0042117952984907269 -0.003899604969588702 -0.003814674840108672 -0.0013739507170361875 -0.0037092558434236485 -0.0029487123649387537 0.0030788583616977163 0.0036636571162691912 0.0033250927767512809 -0.0042393385059236802 0.0030840511029502308 -0.0042097588555554503 -0.0029841611371127638 -0.0028858498768554262 -0.0024978971909274468 0.0040490323289253264 -0.0030726137087243289 0.0034888008004133517 0.0035303245316355065 -0.0024427518526272075 0.0013022774366920084 0.0027099642949295452 -0.00099264012322130809 -0.0026559608423503689 0.0035515624932029284 -0.0042148877379897939 0.0039616179011626312 -0.0021116071276751675 0.0022972645358721321 0.0011031589336725257 -0.00085372221394530159
leaf_weight=0.059730967683662928 0.019979283541943116 0.02057658674675622 0.062956012446193199 0.061811946879743118 0.027849814333194445 0.041865818246151321 0.0088831944872254098 0.040336524760277825 0.015471152853933745 0.036879324221445131 0.010414934799882758 0.071638549825820519 0.037809323410328943 0.036114043032284826 0.1300245237348463 0.011877549477503635 0.035427224440354621 0.022942784027691232 0.10462634023679129 0.041315673344797688 0.048631996297444857 0.018718383274972439 0.018674071367058787 0.02238973707153491 0.0068557876015802313 0.03380235218355665 0.077216634953401808 0.041606794190556684 0.16108939274158718 0.057100125537544955
leaf_count=646 30 50 35 411 252 122 17 111 52 26 77 110 26 8 317 18 27 13 124 36 137 3 16 58 47 23 107 51 141 30
internal_value=0 -2.83998e-05 -0.000731562 -0.00200622 -0.00106796 0.000670981 -0.00278281 0.00028876 0.000152693 0.000245509 0.00032581 -0.00112498 0.000600465 0.00110163 0.00139515 0.00248566 0.000483268 -3.42068e-05 -0.00071514 -0.00138255 0.000896021 0.00283348 0.00325209 0.000728645 0.00185436 -0.000369309 8.43719e-05 -0.000660611 0.000407099 0.000474477
internal_weight=0 1.36464 0.424187 0.200142 0.140411 0.0697156 0.0706951 0.94045 0.900114 0.879537 0.864066 0.137541 0.726525 0.47899 0.442876 0.201684 0.241191 0.205764 0.168885 0.145942 0.0659027 0.189807 0.171088 0.0410638 0.0554878 0.247535 0.209726 0.175924 0.224045 0.0987069
internal_count=3121 3091 1624 1448 802 374 428 1467 1356 1306 1254 371 883 646 638 412 226 199 173 160 261 394 391 74 184 237 211 188 176 81
is_linear=0
shrinkage=0.004207


Tree=590
num_leaves=31
num_cat=0
split_feature=1 0 12 150 4 150 1 0 49 49 38 1429 157 31 47 51 151 2 160 4 150 1 47 48 15 403 15 133 1 47
split_gain=0.0844218 0.0692618 0.0612507 0.0587307 0.0866961 0.10191 0.0733653 0.0619863 0.074968 0.051155 0.0477126 0.0461119 0.0603354 0.0453809 0.0416175 0.0453234 0.0528586 0.0581517 0.0430585 0.047047 0.0399831 0.03882 0.0375454 0.0353269 0.0342422 0.0489235 0.049157 0.0422646 0.0408245 0.0514874
threshold=0.10781 -0.014954999999999998 -0.064509999999999984 0.083095000000000016 0.0052350000000000009 0.086845000000000019 0.086105000000000015 -1.0000000180025095e-35 0.0034800000000000005 -0.049039999999999993 0.10657000000000001 0.084690000000000015 -0.08107499999999998 -1.0000000180025095e-35 0.13148500000000005 0.123935 -0.40381499999999992 0.11510000000000002 -0.078059999999999977 0.09173000000000002 -0.22665999999999997 0.13968000000000003 0.085770000000000027 0.12737000000000001 -0.0040799999999999994 -1.0000000180025095e-35 0.095175000000000023 0.083950000000000011 0.094385000000000011 0.086785000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 10 7 5 6 -5 11 -9 -6 -2 13 -13 -1 15 16 -4 18 -18 22 -15 -16 -20 -19 28 -26 27 -27 -22 -30
right_child=1 -3 14 4 9 -7 -8 8 -10 -11 -12 12 -14 20 21 -17 17 23 19 -21 24 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=0.0012328316848971524 0.0010873952220319242 0.0010717595964132695 -0.0011297252580629478 -0.00093365880396752306 0.00083476448052230141 -0.00099858190559151032 0.00101660859409789 -0.00034471216380115228 0.0010169310284671325 -0.00043755629910254381 -0.00043841388505552666 0.00096553006913839415 -0.00098625527938682391 0.00052437882976599185 -0.0012295878554942469 -0.00072834970353854794 -0.00083185960757691088 0.0011667414140738492 0.00022822175585545019 0.00047392155979901577 -0.0012233254366342007 -0.00017399153929845287 -0.0012263539640739733 -0.00032169191955264218 -0.001221576298062618 -0.00044510732819495914 -0.0010205697396319191 0.00041805461687217856 0.00015525384814759542 -0.00099846976359589321
leaf_weight=0.017737363108609405 0.10009369457839046 0.078060538722638628 0.051380020915530511 0.042785839541465864 0.1699232870596461 0.21244023440704041 0.086855599729460664 0.46981752853025716 0.068902471946785226 0.064897974065388553 0.043777550454251468 0.057189365064914455 0.040000466926357947 0.036843740468612496 0.10586401631007902 0.13611097115790471 0.086731043396866769 0.10894658256438561 0.050954956837813481 0.20868838491151109 0.38133840463160629 0.10133100688108243 0.054661329893860966 0.030284489039331675 0.14651181575754968 0.34566257677215395 0.15951652430885588 0.11149571567148087 0.088915301588713191 0.16261686279904097
leaf_count=7 138 114 12 20 60 138 39 175 26 24 15 36 69 9 27 33 21 102 27 30 696 16 41 8 573 301 232 41 35 56
internal_value=0 -3.7127e-05 -0.000117363 -0.000431527 -8.7257e-05 -0.000478799 0.000372958 -0.000526713 -0.000170558 0.000483131 0.000623118 -0.000650672 0.000162233 -0.000705135 -0.000231309 -9.40735e-05 5.18446e-05 0.000164213 -7.14431e-05 0.000138391 -0.000729125 -0.000713337 -0.000524589 0.000842989 -0.000762206 -0.000588347 -0.000437902 -0.000234592 -0.000971865 -0.000590635
internal_weight=0 1.15688 1.07882 2.66345 0.576903 0.342082 0.129641 2.08655 0.53872 0.234821 0.143871 1.54783 0.0971898 1.45064 0.934953 0.727758 0.591647 0.540267 0.401036 0.314305 1.4329 0.207195 0.105616 0.139231 1.39606 0.763187 0.616675 0.457158 0.632871 0.251532
internal_count=3121 584 470 2537 281 197 59 2256 201 84 153 2055 105 1950 317 274 241 229 119 98 1943 43 68 110 1934 1147 574 342 787 91
is_linear=0
shrinkage=0.00121906


Tree=591
num_leaves=31
num_cat=0
split_feature=39 9 42 2 376 1348 14 457 484 2 3 13 13 131 132 403 133 52 133 15 150 49 0 457 457 4 52 133 160 12
split_gain=0.0170354 0.0170125 0.0164713 0.0170336 0.0163353 0.016813 0.0252808 0.0170973 0.024437 0.0213298 0.0299684 0.0313967 0.0205719 0.030861 0.0291567 0.0262961 0.0257046 0.0192027 0.0222591 0.0199186 0.0191772 0.017558 0.0196379 0.0171216 0.0235673 0.0203381 0.0327419 0.0246554 0.0226417 0.0287181
threshold=0.16946000000000003 -0.036024999999999995 -0.26584999999999998 0.17025000000000004 0.088470000000000007 0.095915000000000014 0.078320000000000015 0.080930000000000016 -1.0000000180025095e-35 0.113445 0.090900000000000009 0.066795000000000007 -0.091559999999999989 0.092705000000000023 0.080640000000000017 -1.0000000180025095e-35 -0.065894999999999981 0.11434500000000002 -0.0061299999999999992 -0.18895499999999996 0.085825000000000012 -0.13878999999999997 -0.084269999999999984 -0.22896499999999997 -0.072694999999999996 0.076415000000000025 0.077655000000000016 0.086910000000000015 -0.40698999999999991 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 -1 -3 4 5 6 7 8 -4 10 11 20 13 17 16 -16 -14 18 21 -20 -9 -10 -23 -18 -25 26 -26 28 -28 -30
right_child=-2 2 3 -5 -6 -7 -8 9 12 -11 -12 -13 14 -15 15 -17 23 -19 19 -21 -22 22 -24 24 25 -27 27 -29 29 -31
leaf_value=0.0031406628521640479 0.0031366592351693215 -0.0031333589305805876 -0.0023895390447281062 0.0030951552567793587 0.001853098047415984 0.0029944861995046365 -0.0029574475607009702 0.00042468475346973126 0.0031362138294614315 -0.0021887865945978691 0.002389632981494123 0.0028627953934062277 -0.0029107259014897139 -0.0028766217736741952 -0.0031280225233623364 0.0021686492425462517 0.002522560354614397 -0.0020443310523891541 -0.00092414016691865105 0.0022044118884369484 -0.0026205158360825074 -0.0028524619703785611 0.0012119934425568273 -0.0029373701948886529 -0.001728699577596983 0.00047089983280791545 -0.0017605698610749913 -0.0023948885937312156 0.0023335137632888624 -0.0031361678115504896
leaf_weight=0.015540537929609743 0.015973473328813381 0.017827200867031823 0.05429937909661875 0.016019744333789165 0.038650354837954981 0.015790912759257369 0.032836596432389231 0.04088091793073545 0.01065753074362874 0.023412162743625231 0.082475849651018507 0.026098716240085196 0.049337806164657327 0.023878296297880297 0.010794077865966756 0.060442963195328048 0.017112947505665166 0.020451871595469129 0.023346617212155252 0.13408454742056997 0.039955977755198546 0.030217788463232864 0.018867829232476652 0.040770184968095369 0.19390893878858495 0.15518900781262346 0.024157663587402567 0.02738959041016642 0.076219592846882733 0.010695480501908605
leaf_count=89 23 18 454 47 47 20 83 80 4 20 41 22 305 23 81 102 14 41 29 93 43 97 23 75 592 140 112 189 161 53
internal_value=0 -0.000110742 -0.000149144 -0.000108156 -0.000148187 -0.000210402 -0.000251631 -0.000177258 -0.000351361 0.000625938 0.000973851 -0.000118094 -0.000232042 0.000510889 -0.000523745 0.00136608 -0.000750089 0.000851289 0.00112398 0.00174046 -0.00108049 -0.000500528 -0.00129014 -0.00055465 -0.000654323 -0.000463412 -0.000899656 0.000261373 0.000916385 0.00166043
internal_weight=0 1.33131 1.31577 1.29794 1.28192 1.24327 1.22748 1.19465 0.981822 0.212824 0.189411 0.106936 0.927523 0.261504 0.666018 0.071237 0.594781 0.237626 0.217174 0.157431 0.0808369 0.0597431 0.0490856 0.545443 0.52833 0.48756 0.332371 0.138462 0.111073 0.0869151
internal_count=3121 3098 3009 2991 2944 2897 2877 2794 2588 206 186 145 2134 310 1824 183 1641 287 246 122 123 124 120 1336 1322 1247 1107 515 326 214
is_linear=0
shrinkage=0.00312586


Tree=592
num_leaves=31
num_cat=0
split_feature=12 1 43 3 4 122 43 1365 52 3 52 51 4 1 1 42 49 42 42 49 1 403 15 44 0 47 3 2 457 1
split_gain=0.0752315 0.0652838 0.0546404 0.0490377 0.0546788 0.0457564 0.0438856 0.0459036 0.0517759 0.0468741 0.0416198 0.0396245 0.0470035 0.0370689 0.0368871 0.0376565 0.0363242 0.0352949 0.0683964 0.0535956 0.0371833 0.0404715 0.0338396 0.0328983 0.0389514 0.0421795 0.0317442 0.0571277 0.0294706 0.0325079
threshold=0.084100000000000022 0.13075500000000004 -0.043144999999999996 0.10732000000000001 0.23246000000000003 1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -0.0064899999999999992 0.20828500000000003 0.039215000000000007 0.12229000000000002 0.0061450000000000003 0.086560000000000012 0.10752500000000002 -0.095284999999999995 -0.039339999999999993 0.091735000000000025 0.091295000000000015 -0.14917999999999998 0.077845000000000011 0.03138500000000001 -0.11713499999999999 1.0000000180025095e-35 -0.13027499999999997 0.10254000000000001 -0.10831999999999999 0.092120000000000021 0.080930000000000016 0.080585000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 4 17 14 -4 8 9 11 22 12 13 -8 15 -1 -14 18 19 -2 26 28 -6 24 -10 -26 27 -21 29 -22
right_child=1 -3 6 -5 10 -7 7 -9 23 -11 -12 -13 16 -15 -16 -17 -18 -19 -20 20 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0006514924785417255 0.00069003259752196705 0.00061657383886691065 -0.00084018003036719167 0.00031918213928648712 -0.00016606220849468787 -0.00097732841858562836 -6.4893317925533912e-05 -0.0010470054942830428 0.00069609774662579603 0.0008066377385378264 -0.0007984140516375818 -0.001158912289086129 0.00077628641068458047 -0.00092149175560078212 0.00100827727245368 0.00046006241088910834 -0.0002550076029420875 -0.0010941043021926253 0.00075920970017373545 -0.0011545039249950715 0.00043073671914597007 0.00044450616330543575 0.00070087495023445252 -0.00039363084353694587 -0.00020081906197627774 0.0010915235877168613 -0.0011543718696458674 0.00062779362488940018 0.00066440745523599332 -0.00098840851176121443
leaf_weight=0.046849489539454225 0.041666870178232562 0.10421638592379157 0.081305032263116916 0.13686822600720905 0.13101402680331375 0.028930673797731288 0.14135874421481243 0.049863312691741046 0.29345719656339464 0.058385213109431788 0.066768770506314468 0.059754630055977032 0.095447091909591109 0.12616825836448697 0.13878863312129397 0.28416277716314642 0.08538973554095719 0.13845763106382947 0.055926230519617093 0.05363919228693681 0.025181540622725151 0.065963599805400008 0.10872106175520457 0.074333765776827931 0.17136432488405351 0.041373351356014609 0.22499672630328882 0.042564225550449919 0.021385257161455229 0.13819505750689132
leaf_count=22 17 55 96 20 36 10 51 15 114 52 44 20 10 65 159 228 37 477 31 51 12 34 26 34 118 8 907 18 12 342
internal_value=0 -0.000256978 0.000102337 -0.00032973 -0.000409423 0.000424824 -2.34925e-05 3.19851e-05 7.88905e-05 -0.000168175 3.70066e-06 -0.000280185 -0.000163075 -0.000468873 0.00051117 0.00030274 0.000289317 -0.00056614 -0.000456956 -0.000567804 -0.000659442 -0.000327916 0.000227098 0.000319987 0.00042478 5.05165e-05 -0.000918228 -0.000365944 -0.000603685 -0.000769673
internal_weight=0 1.35556 1.77693 1.25135 1.11448 0.498732 1.2782 1.1969 1.14703 0.566504 0.306504 0.508118 0.448364 0.267527 0.469801 0.331012 0.180837 0.807976 0.669519 0.613592 0.571926 0.250725 0.239735 0.580529 0.506195 0.212738 0.3212 0.0962034 0.184762 0.163377
internal_count=3121 2082 1039 2027 2007 419 620 524 509 235 106 183 163 116 409 250 47 1901 1424 1393 1376 400 62 274 240 126 976 69 366 354
is_linear=0
shrinkage=0.00114875


Tree=593
num_leaves=31
num_cat=0
split_feature=123 2 1 42 42 0 52 2 43 2 0 132 13 160 159 4 3 9 16 52 47 2 1 1212 51 151 1 2 160 1374
split_gain=0.0853764 0.0774072 0.0705427 0.0760899 0.0719057 0.0850272 0.0673102 0.0835559 0.0678794 0.0672212 0.0663943 0.0630458 0.0606377 0.0543058 0.0540899 0.0539037 0.0722436 0.065105 0.0518854 0.0500386 0.0494618 0.0501074 0.0479352 0.0475514 0.0469322 0.0523453 0.0443322 0.0440891 0.050692 0.0536861
threshold=1.0000000180025095e-35 0.094835000000000017 0.10781 -1.0000000180025095e-35 0.091735000000000025 0.18019500000000002 0.10160000000000001 0.088850000000000012 -0.20207499999999998 -1.0000000180025095e-35 -0.019414999999999998 0.082230000000000011 0.41383500000000001 0.083670000000000008 -0.47115499999999993 -0.083854999999999985 0.090900000000000009 -0.036024999999999995 -0.5335399999999999 -0.12005499999999998 0.13148500000000005 0.14753000000000002 1.0000000180025095e-35 -0.46900499999999995 0.123935 -0.27559499999999998 0.13534000000000004 0.10276500000000001 0.085330000000000003 -0.41674499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 3 11 5 6 7 13 -8 -2 20 -1 18 15 -10 -5 17 -17 -6 27 21 24 -13 -19 25 -4 -22 -9 29 -29
right_child=1 -3 10 4 12 -7 8 19 14 -11 -12 22 -14 -15 -16 16 -18 23 -20 -21 26 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0012312865258856623 0.0012949079757982171 0.00091792246142420348 -0.0011656988684421023 0.0005446942382869804 0.0012011146944455259 0.0013077332977635191 0.0013099567080286519 -0.001300307749479425 0.0005544453966523777 -0.00090876319202694983 0.0012112644407828966 -0.0012962314193007138 0.0013195200633353749 -0.0012592723861151744 -0.0013068721955742677 0.001328653900230862 0.0011037998540069092 0.00086999339280373214 -0.001279490074751693 0.00036646718008239299 -0.0013052581823948914 0.0013010876160985177 0.00066318280574849083 -0.00095760855670426882 -0.00063329100136059742 0.00032793672582573358 4.4753308198947174e-05 0.001317643112488354 0.001256566635082209 -0.0013036592460604253
leaf_weight=0.22279207699284675 0.031223672638589051 0.2529894926774432 0.042144567996729165 0.11502086724794969 0.015290913754142821 0.070198594898101763 0.023042706772685051 0.060804515618656296 0.030679197003337322 0.089779834521323099 0.088140998483140498 0.030958899629695225 0.019200850278139114 0.10428843504814722 0.17618626728653897 0.025631319731475033 0.043878666125237942 0.025879095046549283 0.18300441275641777 0.70020338417270978 0.079221502266591415 0.060609534528339282 0.06428340030106483 0.30033458356228715 0.12851576130196918 0.5753621060794103 0.083742469374556094 0.017857016995549202 0.038885180372744799 0.048840889052371494
leaf_count=640 83 154 12 69 6 10 2 77 34 28 78 92 1 76 192 1 5 11 459 204 23 53 33 418 28 219 19 1 12 81
internal_value=0 0.000510886 -0.000140568 -0.00026693 -0.000173431 -8.77109e-05 -0.000144945 -4.38844e-05 -0.000796222 -0.000340129 0.000136263 -0.000854685 -0.000875649 -0.000408557 -0.00103083 -0.000234851 -0.000461433 -0.000656633 -0.00108821 0.00021493 3.85399e-05 0.000169873 2.62672e-05 -0.000812622 7.7969e-05 0.000225997 -0.000611526 -0.000422781 8.25806e-05 -0.000601858
internal_weight=0 0.373993 3.375 2.31726 1.99923 1.78173 1.71153 1.48162 0.229908 0.121004 1.05774 0.318034 0.217496 0.615033 0.206865 0.510745 0.395724 0.351845 0.198295 0.866591 0.969596 0.806632 0.0952423 0.326214 0.746022 0.617507 0.162964 0.166388 0.105583 0.0666979
internal_count=3121 265 2856 2424 1659 1193 1183 955 228 111 432 765 466 580 226 504 435 430 465 375 354 312 125 429 259 231 42 171 94 82
is_linear=0
shrinkage=0.00129368


Tree=594
num_leaves=31
num_cat=0
split_feature=401 375 376 2 1456 151 4 150 160 148 147 11 1456 156 484 403 1373 133 1 15 151 130 47 42 12 52 1374 48 4 4
split_gain=0.0160666 0.016398 0.0198241 0.0235607 0.0214705 0.0199283 0.0239851 0.0185982 0.0347297 0.0194744 0.0188311 0.0221433 0.0201015 0.0198386 0.024742 0.0192355 0.0193606 0.0210789 0.0207441 0.0237567 0.0184313 0.0193035 0.0199019 0.0226017 0.0199448 0.0205118 0.0172959 0.0234542 0.0279497 0.0226946
threshold=0.10711000000000001 0.087420000000000012 0.048375000000000008 0.094835000000000017 1.0000000180025095e-35 -0.40381499999999992 0.27044500000000005 -0.22665999999999997 -0.091944999999999985 1.0000000180025095e-35 0.094075000000000006 0.081790000000000015 -1.0000000180025095e-35 0.091255000000000017 0.084040000000000017 -0.092474999999999988 0.10355500000000002 -0.0084449999999999994 0.08844500000000001 -0.09551999999999998 -0.090369999999999992 -0.0015749999999999998 0.10783500000000001 -0.095859999999999987 -0.12529499999999996 -0.23798499999999997 -0.094929999999999987 0.091220000000000009 -0.27825499999999997 -0.010384999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 7 -7 -9 10 11 12 -10 14 15 -14 17 18 -17 -20 -19 -22 23 -23 -25 -26 -27 28 -28 -30
right_child=-2 -3 3 -5 -6 6 -8 8 9 -11 -12 -13 13 -15 -16 16 -18 20 19 -21 21 22 -24 24 25 26 27 -29 29 -31
leaf_value=-0.0030816884340606329 -0.0033001553370970898 -0.0029476762007642336 -0.00062993315882830603 0.0029707203073458988 -0.0033861593414024047 0.0025372116022983229 0.0012581227957210398 -0.0025940902168703059 -0.0033873018111942438 -0.0033972568391804686 0.0030539625818444072 -0.0033872694166430998 -0.0033847112869726942 -0.0021003366468717237 0.0023257006720389423 -0.0031346582075770409 -0.0033964124478261053 -0.0018065489465276267 -0.0033742251271755793 0.0020192756032618793 -0.0020815687919000618 -0.0033929562440084809 0.002439167086864192 -0.0030368095318942944 -0.002489452310098715 -0.0009086860386558652 -0.0012666302306923608 0.002908995244447331 0.0026832917570474325 0.00046771412914526744
leaf_weight=0.024095662062790679 0.017474804598578086 0.021751255331764585 0.034058578836720588 0.053463490190551965 0.022316254942097546 0.028323526872554128 0.15670150958840157 0.067039207086281083 0.019446888884658287 0.019703141864738427 0.022581442743103253 0.022517342973515042 0.018233393619083937 0.044636268573412963 0.058989959526570601 0.039824003441707889 0.017327116236629081 0.038894940018507684 0.013865187520423206 0.028706542170766625 0.02909345056218593 0.016503319728143895 0.06934748337516794 0.016279294053674009 0.020915711829729178 0.050457065906811871 0.060842486695036557 0.073651611709465215 0.086009615192096378 0.13761233055084487
leaf_count=56 141 31 81 78 267 11 287 327 186 21 23 102 278 124 84 350 12 35 13 59 49 44 35 6 60 21 19 61 140 120
internal_value=0 -3.42988e-05 1.47703e-05 0.00156955 -9.82591e-05 -3.61622e-05 2.72363e-05 -0.000165491 -0.000244208 -7.02208e-05 3.78893e-06 -7.60083e-05 1.26873e-05 9.32037e-05 0.000219288 4.61229e-05 0.000135574 0.000225308 -0.00137935 0.000262666 0.000445814 0.000602054 0.000748918 0.000495356 0.00063931 0.000778649 0.00094595 0.00120726 0.000766659 0.00131987
internal_weight=0 1.31319 1.29144 0.0875221 1.20391 1.1816 1.1575 1.0008 0.972478 0.905439 0.885735 0.863154 0.840637 0.82119 0.776554 0.717564 0.69933 0.682003 0.0823957 0.0425717 0.599607 0.560712 0.531619 0.462271 0.445768 0.429489 0.408573 0.358116 0.284464 0.223622
internal_count=3121 2980 2949 159 2790 2523 2467 2180 2169 1842 1821 1798 1696 1510 1386 1302 1024 1012 422 72 590 555 506 471 427 421 361 340 279 260
is_linear=0
shrinkage=0.00338353


Tree=595
num_leaves=31
num_cat=0
split_feature=1 0 150 3 1 1 9 42 4 52 4 16 47 51 48 48 1 2 50 156 160 457 1375 151 15 133 133 1 1 48
split_gain=0.101293 0.0866653 0.0864953 0.0679954 0.065657 0.0641768 0.0841699 0.0627455 0.0714467 0.0870051 0.0617135 0.0568643 0.0555917 0.0580754 0.0581855 0.0539514 0.0439172 0.0423129 0.0423089 0.0446765 0.0394756 0.0394586 0.0366936 0.0485017 0.0363702 0.0571157 0.081129 0.0358244 0.0354196 0.0350302
threshold=0.094385000000000011 -0.060129999999999996 0.080470000000000014 0.090900000000000009 1.0000000180025095e-35 0.10752500000000002 -1.0000000180025095e-35 0.092620000000000022 -0.49405499999999997 0.10347000000000002 0.053925000000000008 -0.078844999999999985 0.13148500000000005 -0.43017499999999992 -0.065739999999999979 0.087380000000000013 0.07863500000000001 0.090425000000000019 0.11875500000000001 0.11896500000000002 0.085045000000000023 0.082380000000000009 -0.43996499999999994 0.10561000000000002 0.083935000000000023 0.083950000000000011 0.091935000000000003 0.13146500000000003 0.14089500000000002 0.11951500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 24 6 -2 8 9 -3 11 15 13 -7 -15 17 -13 -6 19 27 -8 -5 -4 -24 -1 -26 -27 29 -14 -16
right_child=2 7 22 21 10 12 20 -9 -10 -11 -12 16 28 14 18 -17 -18 -19 -20 -21 -22 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=-0.0012462149167590602 0.0012668006355893691 -0.0012581001417034012 -0.00038845588830100389 -0.00035643349282463908 -0.00014456255078691718 -0.0012480522045433845 -0.00077682863415940578 -0.00079919993803583337 0.0005038111939273727 0.00075428714876036294 0.00085548835157770147 0.00052855688238524615 -0.00078526063706908268 -0.0010725334422071802 0.00067559302901617146 -0.0012618288931713639 -0.0010970538549221484 0.0011128113185732787 -0.00052380528347117363 -0.0006065712623446784 0.00044172947304228186 0.00067827230347979907 0.00091902197918125627 -0.00056656168030455307 -0.0012474122397736324 0.00097362444432796469 -0.0012457527152606865 0.0012562169434316844 0.00022704986184508299 -0.00039997269838109759
leaf_weight=0.26527648442424812 0.040900191335822456 0.089588990176707739 0.047688956823549233 0.11664988179109059 0.12652948286267929 0.033574329965631367 0.31131891102268106 0.10367309808680147 0.43167822559917146 0.052792484682868235 0.062591640977188945 0.029392570962954778 0.130037229944719 0.037653312465408706 0.32947374269497254 0.044075498532038182 0.2042697549204604 0.061490533527830848 0.054823582133394666 0.04246862382569816 0.047357027739053592 0.11141011142171919 0.33755903848577862 0.037782563718792517 0.094468599627361982 0.063411045164684765 0.042557728340398171 0.14067574023647467 0.090724396286532283 0.054573846457060426
leaf_count=784 9 58 5 33 154 26 230 77 102 11 23 18 37 9 144 10 238 14 30 23 26 15 200 22 431 21 189 145 18 19
internal_value=0 -0.000265534 0.000149939 -0.000463304 -0.000603788 -7.54193e-06 -0.000423224 9.10942e-05 0.000251878 -0.000511943 -0.000303762 -0.00045955 0.000174182 0.000347234 0.000428427 -2.36101e-05 -0.000892567 0.000266652 0.000519286 0.000620109 -0.000615939 0.000149033 0.000638944 0.00076948 -0.000944165 -0.000544405 8.23086e-05 0.000719391 -0.000369241 0.000522753
internal_weight=0 1.89986 1.73661 1.22212 0.994063 1.31358 0.399576 0.677733 0.57406 0.142381 0.528349 0.465758 0.914005 0.693243 0.659669 0.232096 0.233662 0.18802 0.622016 0.567192 0.358676 0.22806 0.423031 0.375342 0.465714 0.200437 0.105969 0.524723 0.220762 0.384048
internal_count=3121 2178 943 1930 1882 716 265 248 171 69 457 434 451 396 370 178 256 168 361 331 256 48 227 222 1425 641 210 308 55 163
is_linear=0
shrinkage=0.00124344


Tree=596
num_leaves=31
num_cat=0
split_feature=1 51 50 42 0 42 0 43 2 52 50 12 151 13 474 376 160 51 151 402 9 52 43 48 1375 484 43 12 49 49
split_gain=0.120309 0.0943341 0.100152 0.0860774 0.0855076 0.0821025 0.0994541 0.0857333 0.091945 0.146165 0.0946041 0.0849919 0.083707 0.0949083 0.0788656 0.0891958 0.0760833 0.0679928 0.0661229 0.0650597 0.0630446 0.0627549 0.0612438 0.0659713 0.0685075 0.0591784 0.0559984 0.0648485 0.0696694 0.0781376
threshold=0.104035 -0.10748999999999999 0.10124500000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 0.091735000000000025 0.18019500000000002 -0.17390999999999998 0.089775000000000008 0.10160000000000001 0.10030500000000002 0.084100000000000022 -0.081674999999999984 0.41383500000000001 0.085860000000000006 0.091135000000000008 0.083670000000000008 -0.096089999999999981 -0.090064999999999992 -0.50169499999999989 0.084755000000000011 0.19022000000000003 0.0034250000000000005 0.093675000000000022 -1.0000000180025095e-35 -0.0068949999999999992 -0.40263499999999991 -0.054684999999999991 -0.043469999999999995 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 14 21 6 7 -5 10 18 11 16 -7 -14 15 19 20 -13 -10 -3 25 26 23 24 -20 -9 -2 -28 -29 -30
right_child=4 2 -4 5 -6 12 -8 8 9 -11 -12 17 13 -15 -16 -17 -18 -19 22 -21 -22 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=-0.0012716116849919564 -0.001028244492102598 0.00056417102735692676 -0.0012714683238794944 0.00096441648948183295 0.0010844627244948311 0.00077669706322840788 0.0012859532064468237 -0.001272362952850916 -0.00055144340756966778 -0.0010100095981747507 0.0012675171776496787 0.0011769829514965081 -0.0012298293849739388 0.001303966234277651 0.0010263811189695519 0.0011333513526402275 -0.0010447457353185091 -0.0012113375411060415 0.00082322334902222116 -0.0011281435425204839 -0.0012726823073063137 -0.00061344950221291932 0.00093508581608764841 0.0010654031934921487 -0.00028639939034078471 0.0004497134972733234 0.00084790129477570815 0.0006206297799649413 -0.0010386357218500686 7.7290285659426723e-05
leaf_weight=0.13162667502183456 0.059666771558113285 0.04068543291214155 0.12870229508007458 0.13603163056541401 0.15392604435328383 0.054169586859643459 0.099698013684246578 0.035767635490628891 0.11848494436708279 0.14900633423530962 0.052233434631489217 0.020636035267673436 0.22464346938977531 0.026595389470458031 0.042487223858188372 0.03582024306524545 0.12638544330548029 0.27078480498675839 0.12133301043650135 0.35889422876061949 0.04831816116347909 0.17883798731781997 0.28946315817302093 0.11848471288976725 0.34118215640046379 0.31308444845126393 0.22874086326191867 0.3333073796384266 0.11366811482002903 0.90103332778380796
leaf_count=216 10 21 271 17 135 26 14 57 24 66 3 11 325 1 21 4 46 375 11 621 15 58 29 18 131 107 175 95 16 202
internal_value=0 -0.000219633 -0.000175715 -0.000129082 0.000176855 -3.63834e-05 4.76939e-05 -9.96169e-06 -7.60641e-05 0.000161027 -0.000387175 -0.000493228 -0.00065329 -0.000961609 -0.000623004 -0.000783955 -0.00018765 -0.00104222 0.000337469 -0.000955831 8.509e-05 9.98931e-05 0.000458465 0.000221005 4.69132e-06 0.00027315 0.000177852 0.000223492 0.000117538 -4.77171e-05
internal_weight=0 3.28452 3.15289 3.02419 1.96918 2.5463 2.24089 2.1412 2.00516 1.13795 0.86721 0.814977 0.305408 0.251239 0.477887 0.4354 0.523556 0.291421 0.988948 0.39958 0.39717 1.81525 0.870463 0.581 0.462515 0.348852 1.63642 1.57675 1.34801 1.0147
internal_count=3121 2430 2214 1943 691 1276 924 910 893 279 614 611 352 326 667 646 225 386 213 642 179 556 189 160 142 164 498 488 313 218
is_linear=0
shrinkage=0.00126831


Tree=597
num_leaves=31
num_cat=0
split_feature=31 39 47 50 1 128 50 3 47 0 159 48 51 51 42 42 52 15 0 0 15 42 4 0 0 52 3 13 2 124
split_gain=0.0162167 0.0159899 0.0165565 0.0264554 0.0226971 0.0210222 0.0217264 0.0193631 0.0198386 0.0195747 0.0200781 0.0185628 0.0217892 0.019654 0.0171768 0.0163653 0.0160644 0.0232432 0.0177269 0.0271726 0.026289 0.0227033 0.0241473 0.0180496 0.0295912 0.016669 0.0240291 0.0181444 0.014284 0.0196095
threshold=-1.0000000180025095e-35 0.16946000000000003 0.13148500000000005 0.12436500000000002 0.10781 0.086435000000000012 0.10647500000000001 -0.15121499999999996 0.10699500000000002 -0.26609999999999995 0.091530000000000014 0.12879500000000002 0.161415 -0.43017499999999992 0.094010000000000024 0.094525000000000012 0.11434500000000002 -0.09551999999999998 -0.077809999999999976 -0.10096999999999999 0.083935000000000023 0.091735000000000025 -0.52556499999999995 -0.082974999999999979 -0.084269999999999984 -0.088204999999999992 -0.10831999999999999 -0.15078499999999997 0.11682500000000001 -0.31141499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 7 14 9 -9 16 12 13 -6 -2 28 18 -18 19 -11 -21 22 -20 24 -22 26 -24 -28 -15 -30
right_child=1 -3 3 -5 11 -7 -8 8 -10 10 -12 -13 -14 15 -16 -17 17 -19 21 20 23 -23 25 -25 -26 -27 27 -29 29 -31
leaf_value=0.0033321804032985171 0.0021006195553455332 0.0033279453630576791 -0.003034192092846332 0.0010657258068888669 -0.0033225051190411427 -0.0033245291635674639 -0.0033198197386528181 0.0033306354433760435 -0.0033304550541468042 0.00011398696874909115 -0.0026349909196687403 -0.0012153111988547226 -0.0029597697661534507 0.00041465999029879463 -0.0010964534833082485 0.0030174384780676505 0.0012988511881011021 -0.0033282077135924413 -0.0033349915965546787 -0.0033205333546861828 -0.0033185998884509823 -0.0033251014220249332 0.0032375035562100933 -0.0033186078115785517 0.0028025026885473078 0.0020785039907316024 0.0033259635592494848 -0.003333187395959258 -0.0026231469507636772 0.0030149978222251705
leaf_weight=0.015196016701793158 0.069510529720446024 0.014682780481962365 0.051026286565502121 0.026215957375825383 0.010225565038126661 0.025241247434223624 0.024682589203393945 0.016465756154502409 0.023679628742684145 0.2934562097470913 0.039197573433057187 0.04938480444252491 0.014649253833340481 0.15334206007719331 0.025194167054905847 0.05283446747216658 0.017317869685030018 0.038512787922627467 0.012462841268643388 0.059508828793696011 0.012415919095701278 0.013628985022933193 0.014043583720194874 0.014650645353185943 0.028963042896975821 0.12218413701975883 0.0055767231388017527 0.023372110802029056 0.007765747344819828 0.053907191421785683
leaf_count=86 130 21 38 23 26 176 244 13 50 241 168 28 10 155 25 86 24 204 12 414 196 138 8 216 54 109 4 76 3 143
internal_value=0 -0.000114358 -0.000153254 -0.00164268 -5.91213e-05 -0.000340969 -0.00025287 -0.00016168 -0.000343481 -0.000244107 -0.000328763 0.000665922 0.000983301 0.00119103 0.00125011 0.00136334 -0.00019098 -0.00189296 -3.26783e-05 -0.000422512 -0.00178517 0.000800914 0.00111747 -0.000154458 0.000965842 0.00145342 -0.000323068 -0.00205036 0.000956883 0.00230505
internal_weight=0 1.3141 1.29942 0.0772422 1.22217 0.880065 0.854824 0.830141 0.735437 0.711757 0.695291 0.342109 0.292724 0.278075 0.0947047 0.267849 0.656094 0.0558307 0.600263 0.408995 0.115538 0.191268 0.177639 0.0560296 0.041379 0.165177 0.0429924 0.0289488 0.215015 0.0616729
internal_count=3121 3035 3014 61 2953 2502 2326 2082 1927 1877 1864 451 423 413 155 387 1696 228 1468 1121 880 347 209 466 250 197 88 80 301 146
is_linear=0
shrinkage=0.00331719


Tree=598
num_leaves=31
num_cat=0
split_feature=1425 4 480 133 1374 1 129 47 15 151 48 1374 47 0 0 13 16 49 49 42 13 4 376 159 2 43 13 150 133 49
split_gain=0.0160199 0.0164945 0.0188277 0.0179762 0.0164144 0.0196013 0.0210923 0.0213941 0.0190576 0.0328496 0.0220744 0.0193534 0.0211296 0.0205399 0.0288065 0.0247231 0.0244235 0.0186412 0.0177166 0.01762 0.0243097 0.0175896 0.0315309 0.0192445 0.0166137 0.0158275 0.0153137 0.0145915 0.0143436 0.0146312
threshold=1.0000000180025095e-35 0.50500500000000004 0.084710000000000021 -0.25159999999999993 0.093235000000000012 0.10781 0.090795000000000015 0.10699500000000002 0.091650000000000023 0.15288500000000002 0.093265000000000015 -0.094929999999999987 0.092710000000000015 -0.10096999999999999 -0.077999999999999986 -0.53104499999999988 -0.083539999999999989 -0.087004999999999985 -0.10774499999999999 0.092395000000000019 0.41383500000000001 -0.49405499999999997 0.091135000000000008 0.092630000000000018 0.084055000000000005 0.31463000000000002 -0.074044999999999986 0.083095000000000016 -0.0061299999999999992 -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=1 2 3 -1 5 6 7 8 10 25 11 -5 13 17 16 -16 24 -13 -17 21 -21 22 -20 -23 -15 -10 -7 28 -19 -30
right_child=-2 -3 -4 4 -6 26 -8 -9 9 -11 -12 12 -14 14 15 18 -18 27 19 20 -22 23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0030393979649558445 -0.0039174008304927429 0.0022174420766561224 -0.0037823610132878931 -0.0025916311198650177 -0.0030718166364824633 0.0022279002788822616 -0.0038986705589085704 -0.0034038098609041143 -0.0038986361310405053 0.0032749084894391906 0.0022751705500773014 -0.0019848205233270731 -0.0038935615211007722 0.0011614964050942701 -0.00391248002124481 -0.0037826089681167493 -0.0038889951554972628 -0.002449661897661653 -0.0038981386939118631 -0.0037406325187481163 0.0039207622047098553 0.0027870488838685633 0.0039110257247482547 -0.00085707224107878992 -0.0038881692981969419 0.0037873613655523804 0.00035764959453874417 0.0030991921487459671 -0.0016511671569517253 0.0020663871335714159
leaf_weight=0.029794593108362855 0.016260978764194189 0.04726977426025758 0.020871017864237618 0.041810381986578493 0.025399851397196582 0.093151582414975564 0.023054928823285081 0.028993117832214921 0.051214890957226089 0.014513054396957159 0.069279426598768623 0.024193404260586249 0.01891317114859703 0.038674402203013769 0.018256797920912504 0.012089813753846101 0.052208867298986661 0.017186291406687815 0.021123162681760732 0.022724601629988683 0.0086328135803341866 0.11835442013352959 0.012392520438879728 0.026858712155899411 0.013201668837155012 0.0043944763649506049 0.22801780786085146 0.066863790225397679 0.019626204053565743 0.086370005207754175
leaf_count=175 78 181 216 42 40 152 126 57 337 3 112 25 47 91 3 11 452 46 66 73 1 158 2 28 236 5 203 51 15 89
internal_value=0 -3.48031e-05 -0.000122923 -5.85948e-05 1.81324e-05 8.74587e-05 -0.000234386 -0.000127161 -1.977e-06 -0.00193228 0.000194546 -3.814e-05 0.000146675 0.000283432 -0.000304198 0.000435251 -0.0020123 0.0012284 0.000792515 0.0010558 -0.00163142 0.00152726 -0.00101068 0.00211303 -0.000123566 -0.00329126 0.000900095 0.00163745 0.000844009 0.00137805
internal_weight=0 1.25544 1.20817 1.18729 1.1575 1.1321 0.810931 0.787876 0.758883 0.0701224 0.68876 0.619481 0.577671 0.558757 0.344518 0.240433 0.104085 0.21424 0.222176 0.210086 0.0313574 0.178729 0.0335157 0.145213 0.0518761 0.0556094 0.321169 0.190046 0.123183 0.105996
internal_count=3121 3043 2862 2646 2471 2431 2076 1950 1893 345 1548 1436 1394 1347 1121 342 779 226 339 328 74 254 68 186 327 342 355 201 150 104
is_linear=0
shrinkage=0.00388662


Tree=599
num_leaves=31
num_cat=0
split_feature=1213 475 1456 1425 484 448 453 4 11 403 11 43 43 48 131 0 49 12 43 376 4 0 42 42 48 151 160 47 13 13
split_gain=0.0146819 0.0212981 0.0154527 0.0157226 0.0166706 0.0202275 0.0197341 0.0179087 0.0231013 0.0230845 0.0219383 0.015202 0.0210741 0.018775 0.0241135 0.012897 0.0187725 0.0147987 0.0155655 0.0152143 0.0141006 0.0142931 0.0128446 0.0146589 0.0127768 0.0125225 0.0130165 0.0152348 0.0177716 0.0219825
threshold=-1.0000000180025095e-35 -0.086004999999999984 -1.0000000180025095e-35 1.0000000180025095e-35 0.085515000000000022 -0.085914999999999991 1.0000000180025095e-35 0.27044500000000005 0.081790000000000015 -0.083259999999999987 0.087830000000000005 -0.074359999999999996 -0.0037449999999999996 0.087380000000000013 0.10033500000000002 -0.10474999999999998 -1.0000000180025095e-35 0.092200000000000018 -0.51144999999999985 0.088235000000000008 -0.42529999999999996 -0.08824499999999999 0.091545000000000015 1.0000000180025095e-35 0.082620000000000013 -0.10959499999999998 -0.080409999999999995 0.10254000000000001 -0.53104499999999988 -0.28558999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 6 -6 7 8 9 -4 -9 13 24 14 15 -11 -17 18 -18 20 -20 -22 23 25 -13 -14 -27 28 -28 -30
right_child=2 -3 3 -5 5 -7 -8 10 -10 11 -12 12 22 -15 -16 16 17 -19 19 -21 21 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=0.0031941501082877102 -0.0020934604065787395 -0.0027768350546694773 -0.0031907173412161075 -0.0032112829800499676 -0.0031943635095054938 0.0018026843336403993 -0.0020869937256057921 0.0021447383847038315 -0.0031915743281297096 0.0012268277431709581 -0.00075920887658283641 -0.0030964569622852316 0.0026316712682292387 0.0022075406838992888 0.0030396703198302356 -0.0027394055546137567 0.0029231674782239127 -0.0023595514133711174 -0.003170996489210974 -0.0031985390434959788 -0.0031909267223118138 0.0018294169001509802 -0.0022411865184666828 0.0021447136807167234 0.00172180231200195 -0.0020703760085923279 -0.0027682050415014257 0.002495686824953088 0.0021265037328499449 -0.00031592415755153858
leaf_weight=0.007206043926998972 0.034713788433464177 0.038615422938619415 0.022331004868191839 0.014687691479139064 0.0090536971838446334 0.091046733885377651 0.044590160697680403 0.083406756367367052 0.023606185798598744 0.052626364867137454 0.038725144455383997 0.036743849509775384 0.016660581837640631 0.063583256574020197 0.027716060712918988 0.032808951115612217 0.021487531717866659 0.022121501407809774 0.0089054685158771463 0.013655461021699011 0.0066258154947718131 0.044374810203180015 0.02547352652572954 0.032607236375042703 0.0065996350213026736 0.03419334010936792 0.025033505167811665 0.023053015848745417 0.043508008491698558 0.26950396537290844
leaf_count=4 258 487 340 75 10 236 65 238 89 52 32 151 9 142 9 129 11 107 8 5 54 97 71 19 27 54 7 23 47 265
internal_value=0 -0.00183782 1.99163e-06 6.6096e-05 0.000109074 0.00135072 -1.27854e-05 8.20413e-05 -8.14166e-05 7.08129e-06 0.00122397 9.55387e-05 -0.000235511 0.000673797 0.000250388 -0.00013118 -0.000607692 -1.07908e-05 0.000535854 -0.000161487 0.000530803 0.00117719 -3.93446e-05 8.68222e-05 -0.00236281 -7.60659e-05 -0.00019019 -1.21508e-05 -0.000183173 2.35682e-05
internal_weight=0 0.0458215 1.16944 1.13473 1.12004 0.1001 1.01994 0.975351 0.853219 0.829613 0.122132 0.807282 0.513377 0.293905 0.230322 0.202606 0.14998 0.117171 0.0950491 0.0735616 0.0599061 0.0510006 0.470033 0.44456 0.0433435 0.411952 0.395292 0.361098 0.338045 0.313012
internal_count=3121 491 2630 2372 2297 246 2051 1986 1716 1627 270 1287 673 614 472 463 411 282 175 164 159 151 495 424 178 405 396 342 319 312
is_linear=0
shrinkage=0.00318838


Tree=600
num_leaves=31
num_cat=0
split_feature=156 1365 1 0 133 15 1429 13 156 474 0 0 47 1374 1375 14 2 16 9 40 131 50 50 16 52 13 42 52 4 13
split_gain=0.0141904 0.0138208 0.0160159 0.0308529 0.0191022 0.0259724 0.017776 0.017735 0.0172753 0.0176275 0.0157343 0.0183706 0.0265848 0.0198939 0.023075 0.0214524 0.016671 0.0265281 0.0177952 0.0188678 0.0187043 0.0176231 0.0189332 0.013344 0.0130317 0.0119682 0.0111639 0.0172913 0.0140913 0.0102152
threshold=-1.0000000180025095e-35 0.088010000000000019 1.0000000180025095e-35 -0.059114999999999994 0.083950000000000011 0.083935000000000023 0.084690000000000015 -0.076599999999999988 0.085790000000000019 0.088335000000000011 1.0000000180025095e-35 -0.10607499999999999 0.12431000000000002 -0.094929999999999987 1.0000000180025095e-35 -0.24175999999999997 0.11704500000000001 -0.040964999999999994 -0.036024999999999995 0.051255000000000002 0.10033500000000002 0.10030500000000002 0.10647500000000001 0.013515000000000001 -0.085264999999999994 -0.50061499999999992 0.092620000000000022 0.11008000000000001 -0.49405499999999997 0.090705000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 23 25 8 -7 10 -10 11 12 13 -4 15 -15 18 -18 -13 20 21 -20 -23 -2 -11 -6 28 -28 -5 -30
right_child=1 -3 6 26 5 7 -8 -9 9 24 -12 16 -14 14 -16 -17 17 -19 19 -21 -22 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.0035922847858451228 -0.0035957776396340515 -0.003197132021234951 -0.00079868910491261169 -0.0013346906321312199 0.002763529218925823 0.0026871696060402931 0.0027371382408552273 -0.0035927242788505332 -0.0027610306022499385 -0.0029332696071992124 0.0025116604472910555 0.0036090428639040883 -0.0027827273316412618 -0.0022932784685921717 -0.0020129107634421603 0.0018676122912953932 0.003547825780135338 -0.0013592815075313496 -0.0028666381228431965 0.0022224420814354307 0.0010269106756803956 0.0029684686277493925 -0.003592486132779002 0.00034734712030351213 0.002933038619956186 -0.0035935558897616502 -0.0036023993186931457 0.002589523145167489 0.00057504651269614136 0.0027839411247561983
leaf_weight=0.014581472971713194 0.070388585874070264 0.017470175931975862 0.069649275734263938 0.032969981433780049 0.0043902808683924368 0.03179212484224081 0.036770917949070281 0.0070910709262079754 0.047459377120503632 0.0071206606826308408 0.040967861218632606 0.0099271128992768354 0.0265651684749173 0.016998375655020936 0.024538457619200926 0.26538390744690332 0.029041386764220078 0.027799892421171535 0.1104106024192788 0.017400114156771451 0.026792635624588002 0.015166152959864121 0.0090571147752598336 0.013128707568057507 0.015530477322045044 0.029300303508080106 0.019258488326613588 0.0083294377950551279 0.080861636840381834 0.04051708611768845
leaf_count=163 707 30 22 20 2 85 72 126 124 22 111 45 21 18 27 284 83 34 318 8 66 18 88 55 42 388 48 20 52 22
internal_value=0 -2.77799e-05 2.10204e-05 -0.00063386 -0.00180501 -0.000457535 0.000298918 0.00154191 0.000180921 -0.00151721 0.000353542 0.000217255 0.000688868 0.000933772 0.00132692 0.00161714 -0.00055688 0.00114786 -0.00107025 -0.00133 -0.00171292 -0.00225816 0.000515318 -0.00297593 0.00108889 -0.00276515 0.000370921 -0.00173291 0.000746956 0.00131239
internal_weight=0 1.15208 1.13461 0.338028 0.156091 0.0725738 0.796579 0.0388832 0.759809 0.0701105 0.689698 0.64873 0.403135 0.37657 0.306921 0.282382 0.245595 0.0568413 0.188754 0.178827 0.161427 0.134634 0.0242233 0.0835173 0.0226511 0.0336906 0.181937 0.0275879 0.154349 0.121379
internal_count=3121 2958 2928 1525 1363 601 1403 211 1331 188 1143 1032 372 351 329 302 660 117 543 498 490 424 106 762 64 390 162 68 94 74
is_linear=0
shrinkage=0.00359063


Tree=601
num_leaves=31
num_cat=0
split_feature=1348 14 3 124 38 38 1365 1456 3 0 474 51 39 0 0 15 13 43 43 15 45 51 12 133 1374 9 42 16 49 47
split_gain=0.0136557 0.0187942 0.0159578 0.0201101 0.0214702 0.0195438 0.0189446 0.0166335 0.0165411 0.0233622 0.016898 0.0199601 0.0164131 0.0145209 0.0185716 0.0156493 0.0155803 0.0173727 0.0175081 0.0163982 0.0159643 0.0155803 0.0144051 0.0143889 0.0143377 0.0131338 0.0125726 0.0124353 0.0119829 0.012443
threshold=0.095915000000000014 0.076175000000000007 0.30112000000000005 -0.043384999999999993 0.095410000000000009 0.13905500000000001 1.0000000180025095e-35 1.0000000180025095e-35 -0.12018999999999998 -0.10096999999999999 0.084660000000000027 -0.025879999999999997 0.16946000000000003 -0.084269999999999984 -0.083914999999999976 -0.088429999999999995 -0.47860499999999995 -0.074359999999999996 -0.074974999999999986 0.040760000000000005 0.14077500000000004 0.12547500000000003 0.086095000000000019 -0.088669999999999985 -0.094929999999999987 -1.0000000180025095e-35 0.089905000000000013 -0.079109999999999986 -0.087004999999999985 0.10904500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -4 7 8 22 10 11 -10 13 21 -15 -16 -17 18 19 -18 25 -11 26 -13 -25 -19 -5 -21 -26 -30
right_child=-2 -3 5 6 -6 -7 -8 -9 9 12 -12 23 -14 14 15 16 17 20 -20 27 -22 -23 -24 24 28 -27 -28 -29 29 -31
leaf_value=0.0019868077800064268 0.0032603845278805256 -0.0026504419022305402 0.0033865017905866557 0.0026217491501547012 -0.0033885613666284672 -0.003403544626719014 -0.0033893411676244826 -0.0033861849787718782 -0.0027610771609985932 -0.0033485049027525116 0.0027390138922898737 -0.0023372272410149895 0.0033941245849762407 0.0026908609120331428 0.0016338514147857205 0.00066151633644758248 -0.0025235577146423879 0.0033951012471282469 0.0033428055792602239 -0.0033849195999890646 0.001620543044993238 0.0026167566060165061 -6.113672843705371e-05 -0.001128247729848516 -0.00074991434139310017 -0.0033908800455859991 -0.00032743859560757573 0.0014870890081574112 0.0015466441146117619 -0.0005926849451895048
leaf_weight=0.080683149866672133 0.013954885710518394 0.032305431945587659 0.02860367681887499 0.061104259553757978 0.0095093086783890612 0.0058445394970476619 0.021534384080041491 0.018148787603649907 0.027270166177004285 0.048504661549258921 0.028255076111236122 0.02286509344503429 0.0094393900062641478 0.016288089385397719 0.02286364634642235 0.038577675761188979 0.046688497343893687 0.0033952395897355317 0.011039157129743793 0.007534161018611484 0.0089092661801259965 0.005590246477368054 0.10423576937409962 0.054439658822957426 0.047127725335485593 0.085228368301730417 0.022694928229611833 0.029408944722717933 0.16516343441435277 0.038352535106241703
leaf_count=206 22 100 125 64 24 1 52 252 30 608 18 44 18 31 85 12 194 1 6 67 4 25 164 15 33 670 17 95 119 19
internal_value=0 -0.000107821 -3.10036e-05 -0.000106418 0.00142006 0.00223449 -0.00025216 -0.000178977 -0.000114658 -0.000348926 0.000220641 2.03226e-05 -0.0010039 -0.00113202 -0.000811378 -0.00103628 -0.00130081 -0.00169467 -0.00066217 -0.00119082 -0.00269688 -0.00273205 0.000778558 0.000251607 0.000445632 -0.0031309 0.00182303 0.000493494 0.000787478 0.00114349
internal_weight=0 1.10161 1.0693 1.03485 0.0901925 0.0344482 0.944659 0.923125 0.904976 0.716941 0.383474 0.355219 0.333467 0.324028 0.269933 0.253645 0.230781 0.192204 0.0946708 0.0836316 0.0975329 0.0540949 0.188035 0.327948 0.305083 0.0886236 0.0837992 0.0369431 0.250644 0.203516
internal_count=3121 3099 2999 2873 230 126 2643 2591 2339 2094 278 260 1816 1798 1165 1134 1049 1037 362 356 675 633 245 230 186 671 81 162 171 138
is_linear=0
shrinkage=0.00338353


Tree=602
num_leaves=31
num_cat=0
split_feature=39 3 457 484 3 2 3 3 13 1213 13 51 1 15 41 0 11 9 0 48 131 131 14 47 4 16 4 13 2 159
split_gain=0.069 0.0715407 0.0599671 0.0690894 0.0623324 0.0506071 0.0714948 0.0673845 0.0651161 0.0482114 0.0536199 0.045058 0.0429123 0.0428516 0.0383133 0.0538666 0.0368253 0.0353814 0.0402169 0.0596925 0.0589535 0.0413816 0.0412664 0.0347069 0.0323032 0.0281464 0.045283 0.0439299 0.0280771 0.027279
threshold=0.0046100000000000004 0.31299000000000005 0.080930000000000016 -1.0000000180025095e-35 -0.10519499999999998 0.11411 0.090900000000000009 -0.082039999999999988 -0.07692499999999998 -1.0000000180025095e-35 -0.094514999999999988 -0.40274499999999996 0.09253500000000002 0.079055000000000014 0.079885000000000025 0.11070500000000001 0.087830000000000005 -0.036024999999999995 -0.12333499999999999 0.086260000000000017 0.10033500000000002 0.10370500000000001 -0.073114999999999986 0.088195000000000009 0.181285 0.042200000000000008 -0.46376499999999993 0.41383500000000001 0.11870500000000002 -0.50206999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -4 -6 -11 -2 -13 14 15 -5 -16 -12 19 24 22 -22 -20 -14 -19 -17 27 -27 -15 -24
right_child=11 -3 5 4 9 -7 -8 -9 -10 10 17 12 23 28 16 25 -18 18 20 -21 21 -23 29 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0011489802560421718 -0.0012739713591191815 0.0012707544869328374 -0.0012792134764596601 0.0010050223024905657 -0.0012708958745119322 -0.00081460398085346562 0.00098362012960222819 -0.0011641167647012112 0.00089303321649606511 0.00019439554013490261 0.0012886787395266527 -0.00018616217434309947 0.0011001281293147515 -0.00093709168780677522 0.00039109097937351151 -0.00098346948335073861 -0.00098415612778229074 0.00056591580596597523 0.00062906377329010601 -0.00075653236926997449 0.0011643119391403953 -0.00064215326259156472 0.00059310575996571831 0.00024008895090585247 -0.00036131702580680054 -0.0012727804568561029 0.0012141127284780073 0.0012884003638629568 0.00064542782548900036 -0.0010035477264154341
leaf_weight=0.13003319670224467 0.024127448024955811 0.057259792059994541 0.02841892211290542 0.1881643251363142 0.083666720735893096 0.060959819209529087 0.18964348291046917 0.065031506153900298 0.10141531256158487 0.29827499181919925 0.019159927964211954 0.10658021497511061 0.18337732774853066 0.078780239229672588 0.06623479287372902 0.037197454512352124 0.059419287281343713 0.16309595778148001 0.028698335547234444 0.16342732543125749 0.043601159872196149 0.038332094442012021 0.017929859945071791 0.12828210806037532 0.096023265119583812 0.036135276808636263 0.046843620715662837 0.015348765999078751 0.023388815228827298 0.43059398449621744
leaf_count=458 14 105 38 89 424 17 45 37 46 88 2 61 237 84 28 6 16 43 12 35 7 99 28 46 28 66 9 1 5 947
internal_value=0 -0.000131024 -0.000163005 -0.000254075 -0.000193916 0.000259026 0.000429239 -0.000110286 0.000417558 -0.000337702 -0.000277603 0.00041133 0.000508552 0.000166598 0.000335176 0.000565923 -0.000259236 -0.000418267 -0.000451581 -0.000156277 -0.000674739 0.000319166 -0.00084538 0.000746127 0.000222306 -4.37265e-05 0.000311779 -0.000509224 -0.000574817 -0.000939721
internal_weight=0 2.56708 2.50982 2.06435 1.93432 0.445469 0.384509 0.194866 0.129834 1.3828 1.29914 0.442367 0.41824 0.551513 0.449344 0.323689 0.125654 1.00086 0.981702 0.422547 0.559155 0.0819333 0.477222 0.311659 0.259119 0.135525 0.0983277 0.051484 0.102169 0.448524
internal_count=3121 2763 2658 2475 2017 183 166 121 84 1713 1289 358 344 304 215 171 44 1201 1199 106 1093 106 987 283 71 82 76 67 89 975
is_linear=0
shrinkage=0.00126831


Tree=603
num_leaves=31
num_cat=0
split_feature=1213 475 453 1348 1456 14 11 1 4 3 480 403 43 52 52 2 130 0 0 150 42 148 43 52 0 160 2 133 452 13
split_gain=0.0128516 0.0173828 0.0132294 0.017836 0.0177486 0.0170492 0.0152609 0.0188774 0.0167947 0.0212395 0.0180734 0.0146345 0.0149724 0.0201622 0.0270029 0.0213483 0.0169213 0.0226112 0.0288393 0.0167195 0.0163351 0.0158099 0.0162139 0.0159751 0.0143083 0.017295 0.0125239 0.0125033 0.0120143 0.0119272
threshold=-1.0000000180025095e-35 -0.086004999999999984 0.10218000000000001 0.090205000000000021 -1.0000000180025095e-35 0.08840000000000002 0.088215000000000002 0.11955000000000002 0.27834500000000006 0.11296500000000002 0.084710000000000021 -0.083259999999999987 -0.074359999999999996 -0.088204999999999992 -0.081429999999999989 0.10774000000000002 -0.23647499999999996 -0.10607499999999999 -0.08824499999999999 0.093200000000000019 -0.095859999999999987 -0.081219999999999987 -0.0037449999999999996 -0.080114999999999978 -0.23091999999999999 0.098320000000000005 0.10882500000000002 -0.25159999999999993 0.085195000000000007 -0.099939999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 28 6 8 -8 10 -10 11 -6 16 15 -15 -14 -13 -18 -19 20 -20 -16 -23 -24 -25 27 -11 -26 -2 -29
right_child=2 -3 -4 -5 5 -7 7 -9 9 26 -12 12 13 14 21 -17 17 18 19 -21 -22 22 23 24 25 -27 -28 29 -30 -31
leaf_value=0.0033221435653235862 -0.003320323066233092 -0.0028375535056476176 -0.0026734636101920953 0.0031817932656130498 -0.0024764618859871327 -0.0029749428604750158 -0.0026677046022121858 0.0023517844600158466 0.0031341292355282625 0.0033239120929920963 -0.0033226751143450753 -0.0030283571794088413 -0.0032521821162056716 0.0028834182841694514 0.0031711755617633425 0.00060337995329074422 0.0027286710266611345 -0.0029463254144581857 -0.0011836757234824945 -0.0031383263034040067 0.0016290126348302561 -0.0026800868889702389 -0.0033462673958090283 0.0019152276731261813 -0.003322783684949409 -0.0021794930313078224 -0.00095680249107819089 0.001259475153726722 0.0033284871341211315 -0.00025304958996681963
leaf_weight=0.0059275510720908633 0.025821596637342403 0.033718081395250121 0.019871812681230838 0.019741308776246913 0.022595617548858749 0.019775144342020212 0.040170411134113237 0.010373559132858645 0.047133981200204289 0.0095395022472075652 0.016785619765869342 0.011885472715221113 0.041997542982016633 0.036418924345525405 0.015599382648360582 0.025335769692674148 0.064478383093955927 0.023928495669906624 0.027026789085311975 0.010470590348631958 0.14260198765327881 0.027693590189073469 0.015412028038553793 0.042141653713769878 0.010813180813556422 0.039982920805414324 0.035533119023057225 0.092620262726086033 0.0033822646364569655 0.15072889257499245
leaf_count=4 256 487 18 35 320 37 79 21 177 32 198 12 119 25 11 62 88 113 61 85 304 122 6 11 112 30 69 66 1 160
internal_value=0 -0.0019166 7.38097e-06 5.91032e-05 -1.91756e-06 7.39428e-05 0.000136664 -0.00163751 0.000235129 0.00157727 8.3936e-05 0.000155259 0.000231581 -0.000113208 0.000150286 -0.00180143 0.000844872 0.00101632 0.000475171 0.000929761 0.00118087 -0.000101714 -0.000236284 -4.38535e-05 0.000107496 -0.000151494 -5.08005e-05 0.000167535 -0.00255029 0.000322627
internal_weight=0 0.0396456 1.04986 1.02999 1.01025 0.981043 0.961268 0.050544 0.910724 0.0922066 0.818517 0.801731 0.779136 0.498744 0.431411 0.0673333 0.280392 0.268506 0.204028 0.180099 0.169629 0.394992 0.379393 0.351699 0.336287 0.294145 0.0450726 0.254162 0.0292039 0.243349
internal_count=3121 491 2630 2612 2577 2320 2283 100 2183 278 1905 1707 1387 724 543 181 663 651 563 450 365 518 507 385 379 368 101 338 257 226
is_linear=0
shrinkage=0.00331719


Tree=604
num_leaves=31
num_cat=0
split_feature=1 1374 484 1374 47 4 48 44 50 128 1348 160 0 1 133 15 151 0 13 0 47 52 150 159 130 16 1 4 2 13
split_gain=0.0130614 0.0177241 0.0183555 0.0169137 0.0151512 0.0211181 0.0183726 0.0196347 0.0193942 0.0163556 0.015528 0.015049 0.0130886 0.0164981 0.0168446 0.0200333 0.0166844 0.0188776 0.0177671 0.0154735 0.0137103 0.0131087 0.0123056 0.0128866 0.0158365 0.0168261 0.0143137 0.0131753 0.012265 0.0113086
threshold=0.094385000000000011 -0.094929999999999987 -0.0068949999999999992 -1.0000000180025095e-35 0.096300000000000011 -0.17966999999999997 0.12879500000000002 0.087770000000000015 0.11610000000000001 0.086435000000000012 -1.0000000180025095e-35 -0.080409999999999995 -0.060129999999999996 1.0000000180025095e-35 0.083950000000000011 0.083935000000000023 -0.085369999999999988 -0.23091999999999999 -0.0025349999999999995 -0.082974999999999979 0.085270000000000026 0.11434500000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.046599999999999996 0.11588000000000001 0.09173000000000002 1.0000000180025095e-35 -0.50061499999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 -7 -12 13 14 28 29 -15 -18 -19 -17 21 -14 -6 -24 -25 26 -26 -27 -5 -16
right_child=4 2 3 12 22 6 -8 -9 -10 -11 11 -13 20 16 15 19 17 18 -20 -21 -22 -23 23 24 25 27 -28 -29 -30 -31
leaf_value=-0.0029581265848954742 -0.0020317679834725311 -0.0029503024102447185 0.0027052445506131964 0.0029559677356995541 -0.0023951913772503062 -0.0014042477002091161 -0.001039066933764022 -0.0028286007461432016 -0.0017133850389325245 -0.0014026878797674769 0.00032503354749573518 0.0022508003143181508 0.00036081623832154817 0.002033913765535759 0.002955089653716169 0.0021696091046606806 0.0025560918543406064 0.00024871442186975211 -0.0022046177018501156 -0.0029473811382470958 0.002551650031453748 -0.0021379136091747753 -0.002184399680999159 -0.0022685558261318337 0.00021989976140668387 -0.0026129688664940365 0.0029592518760379301 0.00073859918736493969 -0.002697975591075109 -0.0029476985453675561
leaf_weight=0.022132209594019514 0.023835874766973575 0.021167130723029004 0.017378622782416642 0.0035050162114202968 0.023839590699935798 0.013378919087699614 0.039389774290611967 0.010558938083704561 0.017687983126052131 0.015993814065041079 0.044046135109965689 0.17545908689044154 0.14976439238171224 0.028526407185381686 0.0032108947634696952 0.027460200934456225 0.015477634695344022 0.053138706961362914 0.049442139529219276 0.0063046217076134772 0.021525961129555071 0.020738786163292389 0.022184152505360544 0.01846772525459528 0.032778791924101824 0.018797051420733624 0.033427162184125336 0.022190296032931656 0.066254664163238886 0.022897165883705384
leaf_count=38 107 397 9 1 21 8 20 9 44 30 96 429 144 30 1 42 15 260 98 135 22 41 50 11 26 43 39 10 688 257
internal_value=0 -0.000377907 -0.000265225 -0.00014819 0.000282078 0.000641948 0.000843298 0.00111085 0.0012669 0.00147871 0.0016766 0.00186437 -0.000254093 -0.00066471 -0.00143021 -0.000284097 1.22649e-05 -0.000476225 -0.000933748 0.00121416 0.000336545 5.68886e-05 -0.000431334 -0.000114668 0.000250722 0.000684754 0.00160299 -0.000798451 -0.0024139 -0.00222175
internal_weight=0 0.528925 0.506792 0.485625 0.512035 0.340351 0.316515 0.277125 0.266566 0.248878 0.232884 0.219505 0.468247 0.276217 0.129633 0.0598729 0.146585 0.118058 0.102581 0.0337648 0.192029 0.170503 0.171685 0.147845 0.125661 0.107193 0.066206 0.0409873 0.0697597 0.0261081
internal_count=3121 2178 2140 1743 943 743 636 616 607 563 533 525 1734 1527 1124 435 403 373 358 177 207 185 200 179 129 118 65 53 689 258
is_linear=0
shrinkage=0.00294557


Tree=605
num_leaves=31
num_cat=0
split_feature=39 42 123 2 2 1456 151 1348 1456 1 128 15 151 454 0 151 47 156 51 393 43 131 4 3 133 2 3 160 42 13
split_gain=0.0129431 0.0127202 0.0137894 0.0146556 0.0146195 0.0145949 0.0128597 0.0160394 0.012516 0.0129893 0.014727 0.013421 0.0279987 0.0136729 0.015258 0.0201394 0.0133679 0.0131461 0.0152381 0.0130527 0.0136619 0.0168359 0.0145661 0.0169978 0.012101 0.0147301 0.0222286 0.0161363 0.0132621 0.0116765
threshold=0.16946000000000003 -0.26584999999999998 1.0000000180025095e-35 0.094835000000000017 -1.0000000180025095e-35 1.0000000180025095e-35 -0.40381499999999992 0.090205000000000021 -1.0000000180025095e-35 0.10937500000000001 0.086435000000000012 0.095175000000000023 0.15288500000000002 -1.0000000180025095e-35 -0.23091999999999999 0.056735000000000001 0.13148500000000005 0.096630000000000008 0.123935 0.088255000000000014 -0.17390999999999998 0.092225000000000015 -0.51843499999999987 0.10299500000000002 0.091410000000000005 0.090425000000000019 0.088060000000000013 0.083670000000000008 0.091955000000000023 0.18141000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 6 -3 8 -8 10 11 13 -13 -10 -15 19 17 18 -11 20 29 22 -22 24 25 27 28 -24 -27 -16
right_child=-2 2 3 -5 -6 -7 7 -9 9 16 -12 12 -14 14 15 -17 -18 -19 -20 -21 21 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0033229818756694532 0.0033253338276702901 -0.002795846700549076 0.0033180957571047518 0.0021323928337772103 -0.002145748629366524 -0.0033193515777021716 -0.0025119250063644839 0.003137196383359226 -0.0033227631681550483 0.0019385465459401876 -0.0033229320024660753 -0.0033258514462238984 0.0025862851550409187 0.0018332166032099301 0.0028215578711353619 -0.0024703298060218233 -0.0011672917122108582 -0.0011599012639037845 -0.00056436372415972266 -0.0033236650217149787 -0.0033294235562187969 -0.0032438482613061158 -0.00015296241216861622 0.0023471670458057089 -0.0030426542455403958 0.0022459501299229275 -0.0015244404484575651 -0.0033255701174167828 -0.0018605010268433265 -0.00061440972409288093
leaf_weight=0.013287924967698928 0.012294522757656523 0.019353431338004157 0.0072182520950718745 0.059561865318755736 0.02125894127675565 0.016001889555354865 0.023513329527986571 0.016909395759284962 0.013820497306369361 0.11972656787679625 0.01735866921478646 0.036495254162900892 0.011621046571235638 0.046465794264804572 0.035104302585750702 0.038124469539980055 0.037492777533771005 0.026263328362801985 0.034472323650334147 0.012279585301598672 0.013239462694400572 0.017601953402504478 0.1403264982749306 0.03671107152786135 0.014123582283446012 0.080332693833042867 0.029262086096423445 0.020177012465637745 0.0096989011983623641 0.015773349679875537
leaf_count=18 23 58 83 153 26 267 283 30 34 212 150 241 4 29 36 61 31 48 22 95 21 155 496 27 147 221 13 38 59 40
internal_value=0 -9.94317e-05 -5.52857e-05 0.00119656 -0.000760802 -0.000180206 -0.000122218 -6.11196e-05 -0.000126279 -5.67239e-05 -0.000312921 -0.00022144 -0.00189795 -6.72122e-05 2.1145e-05 -0.000160807 0.000635052 0.00100951 0.001379 4.65479e-05 0.000146911 -7.96149e-05 8.23547e-05 0.000218972 -4.6842e-05 0.00010438 0.000987228 -0.000551793 0.00180357 0.00175632
internal_weight=0 0.983576 0.970288 0.0880391 0.0284772 0.882249 0.866247 0.846894 0.829985 0.806471 0.588516 0.571158 0.0481163 0.523041 0.509221 0.462755 0.217955 0.180462 0.154199 0.42463 0.412351 0.361473 0.343871 0.330632 0.293921 0.279797 0.119294 0.160504 0.0900316 0.0508777
internal_count=3121 3098 3080 262 109 2818 2551 2493 2463 2180 1867 1717 245 1472 1438 1409 313 282 234 1348 1253 1177 1022 1001 974 827 293 534 280 76
is_linear=0
shrinkage=0.00331719


Tree=606
num_leaves=31
num_cat=0
split_feature=156 39 147 1348 14 123 2 124 13 13 11 43 3 0 2 457 2 4 48 9 0 159 11 43 43 13 50 16 474 8
split_gain=0.0118771 0.0113988 0.0119888 0.0139921 0.0134052 0.0141117 0.0162095 0.0173531 0.011554 0.0193334 0.0160841 0.0146629 0.0154131 0.0123814 0.0169153 0.0186915 0.0175963 0.0163826 0.0148563 0.0130366 0.018182 0.013297 0.0116604 0.0111141 0.0114559 0.0169093 0.0136766 0.0123938 0.0117628 0.0109928
threshold=-1.0000000180025095e-35 0.16946000000000003 -1.0000000180025095e-35 0.084620000000000015 0.076175000000000007 1.0000000180025095e-35 0.094835000000000017 -0.082254999999999981 -0.099939999999999987 -0.53104499999999988 0.087830000000000005 0.097930000000000017 -0.14847999999999997 -0.10607499999999999 0.11215000000000001 -0.0029299999999999994 0.10402500000000002 0.27287000000000006 0.12230500000000001 -0.036024999999999995 -0.08824499999999999 0.091070000000000012 0.080455000000000013 0.07827000000000002 -0.074359999999999996 0.17001000000000002 0.10114000000000002 -0.073849999999999985 0.085500000000000007 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 8 7 -7 9 -4 -11 12 22 14 15 -14 -17 19 -16 -15 -21 23 -10 24 25 28 29 -28 -22 -26
right_child=1 -3 3 -5 -6 6 -8 -9 11 10 -12 -13 13 17 18 16 -18 -19 -20 20 21 -23 -24 -25 26 -27 27 -29 -30 -31
leaf_value=-0.003592115692691778 -0.0035975502446895756 0.0035986089908135437 -0.0020408001080609072 0.0026122790393571724 -0.002656421991426352 0.0031608812465778119 0.0025878374975882366 -0.002928390879986675 0.0025546179670016319 0.0016792453911274891 -0.0023013728034460643 -0.0027643036957420023 -0.0021865076352302936 0.0036083991669711986 -3.518296935100445e-05 0.00046486079841472332 0.0033434848686035158 0.0027217325231756575 -0.0036078351231454407 -0.0035961877538103182 0.0011076687487738416 -0.0035970785455577419 -0.00068139594661241639 0.0034094695743198938 0.0036012200222742697 -0.0028071445855268676 0.0022360053053475087 -0.0035937123128536664 -0.0035918316161125318 -0.0035940006405018087
leaf_weight=0.012114730201460588 0.012170940005489683 0.011127006858259847 0.027702413648512447 0.025498720734503877 0.025399339118848729 0.0091780227830895456 0.052704831457049295 0.017612501457278995 0.041123361204881803 0.1213824248839046 0.014668429328594357 0.031528305735832873 0.027170194447535323 0.0070026777029852374 0.035128165553032886 0.14439265634064213 0.033782806413910293 0.014373821935578235 0.026197429258900229 0.039286836864562247 0.075409524233009506 0.021475045707688878 0.022055633632589888 0.0084607503063125478 0.0029309354722499839 0.02287426382463309 0.014652182336703845 0.0069232022025289544 0.0075546337226342066 0.041488366734824922
leaf_count=163 20 23 14 57 95 66 147 40 42 203 20 176 30 6 32 98 35 43 19 308 341 121 76 12 1 63 22 59 84 705
internal_value=0 -1.40632e-05 -5.72812e-05 -1.03417e-05 -8.52735e-05 -9.95513e-06 0.00143186 -0.0008423 -0.000155489 0.00069335 0.00125007 -0.000378313 -0.000251302 -0.000451458 9.34298e-05 0.000587628 0.00101066 -0.00100515 -0.00156137 -0.0012211 -0.0013614 -0.000926259 0.00142493 -0.000608134 -0.000805953 -7.38632e-05 -0.00198004 0.00036534 0.000679737 -0.00311924
internal_weight=0 0.941255 0.930128 0.917957 0.892459 0.867059 0.0794954 0.0267905 0.787564 0.163753 0.136051 0.623811 0.592282 0.529103 0.266671 0.205346 0.178175 0.262432 0.0613256 0.248058 0.241056 0.201769 0.063179 0.180294 0.171833 0.105838 0.0659947 0.0215754 0.0829642 0.0444193
internal_count=3121 2958 2935 2915 2858 2763 253 106 2510 237 223 2273 2097 1979 214 163 133 1765 51 1722 1716 1408 118 1287 1275 488 787 81 425 706
is_linear=0
shrinkage=0.00359063


Tree=607
num_leaves=31
num_cat=0
split_feature=160 1 51 52 0 0 51 16 474 0 0 3 403 158 374 52 16 47 4 48 14 15 1 0 1 15 43 13 3 133
split_gain=0.0109793 0.0127811 0.0203658 0.0144018 0.0139382 0.012715 0.0139953 0.0138699 0.0136958 0.0156631 0.0269609 0.0154887 0.0126627 0.0136974 0.0132913 0.0131794 0.0115963 0.0112136 0.0128888 0.0155014 0.0156951 0.0156264 0.0163295 0.0134488 0.0122781 0.0141841 0.0147926 0.0110663 0.0139819 0.0118121
threshold=-0.40698999999999991 0.094385000000000011 0.08955500000000001 -0.43320999999999993 -0.23051499999999997 -0.077999999999999986 0.045645000000000005 -0.51370499999999997 0.084660000000000027 -0.084269999999999984 -0.082974999999999979 -0.0080949999999999998 0.092070000000000013 0.08962500000000001 0.088235000000000008 0.11434500000000002 0.25084500000000004 0.096300000000000011 -0.17966999999999997 0.12879500000000002 -0.10708499999999999 1.0000000180025095e-35 0.111945 -0.081894999999999982 0.12337000000000002 -0.10653 -0.010344999999999998 -0.15416999999999995 -0.116045 0.091580000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 2 4 -3 -2 6 7 -6 9 -9 -11 -10 13 14 15 27 -1 18 -5 20 23 -22 -23 -20 25 26 -19 -7 -29 -30
right_child=1 3 -4 17 5 12 -8 8 11 10 -12 -13 -14 -15 -16 -17 -18 24 19 -21 21 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.0034970239314172456 0.0030671771394295234 -0.0039666740561286771 -0.0032310964959940112 -0.0022657785297138422 0.0013503744490468534 0.0038625633544639802 0.001060613425287157 -0.0034948794166018062 -0.0030732742507099853 0.002743286298360337 -0.0039659450836993992 0.0032241244123780511 -0.0039724932489880573 -0.0039734075154873073 -0.0039795994837139798 -0.0024911204397550296 0.0039566539400672559 0.0015893149494732059 -0.0019963186500481407 -0.0012026307369861341 0.0029440824721260316 -0.0027092424436127947 0.0021296853022590022 0.0019763398143853262 0.0011733236135190628 -0.0038696015969755687 -0.0022918791584699222 0.0024224250612836697 -0.0013529666186622197 0.0026034894565475095
leaf_weight=0.024452739926118738 0.0195881742893107 0.011043787036214781 0.037948288123516249 0.017037338666341384 0.022747110439922835 0.026021432073321193 0.04066727755480315 0.083162173141545281 0.010336434408259265 0.019986352528349016 0.017793340565958715 0.015112427063286304 0.0098709630954090244 0.0095570314358610631 0.0083104651421308517 0.014118071711550328 0.0037886170966885393 0.032669613501639105 0.029701034385652747 0.034090285538695753 0.129386123076074 0.017870447334644268 0.02834392000841035 0.024390590987422911 0.054390615381635143 0.023357661906175053 0.029251935102365678 0.056780656510454719 0.044991870550120439 0.016104198200196151
leaf_count=238 17 119 158 29 37 10 53 686 145 74 300 10 46 50 4 62 2 17 30 19 364 66 34 76 67 57 31 43 157 120
internal_value=0 1.38621e-05 -0.000451175 0.000502136 -0.000197065 -0.00035871 -0.0010275 -0.00152956 -0.00197706 -0.00253329 -0.000416603 0.000666342 0.000396665 0.000641872 0.000907063 0.00116406 -0.0024971 0.000619505 0.00107607 0.00129192 0.00166215 0.0022373 0.00025854 -0.000204997 -0.000298466 -0.00123716 -0.000244173 0.00152268 0.00100615 -0.000310092
internal_weight=0 0.88463 0.453096 0.431533 0.415148 0.39556 0.209805 0.169138 0.146391 0.120942 0.0377797 0.0254489 0.185755 0.175884 0.166327 0.158016 0.0282414 0.42049 0.28082 0.263782 0.229692 0.1756 0.0462144 0.0540916 0.13967 0.0852792 0.0619215 0.143898 0.117877 0.0610961
internal_count=3121 2881 1972 909 1814 1797 1305 1252 1215 1060 374 155 492 446 396 392 240 790 618 589 570 464 100 106 172 105 48 330 320 277
is_linear=0
shrinkage=0.00396435


Tree=608
num_leaves=31
num_cat=0
split_feature=1 12 40 52 3 0 1 15 133 133 1447 12 4 160 51 132 1429 1212 4 52 47 1 3 43 160 1 52 16 16 2
split_gain=0.0540876 0.0411761 0.0473788 0.0365817 0.0482967 0.045938 0.03528 0.0351218 0.0526713 0.0438676 0.0350155 0.0329162 0.0324942 0.0320515 0.0528811 0.03911 0.0354073 0.0321424 0.0370861 0.0316559 0.031977 0.029163 0.0439944 0.0257944 0.0256746 0.0260424 0.0251205 0.0217193 0.0265242 0.0211352
threshold=0.098700000000000024 -0.054684999999999991 0.57330500000000006 0.11434500000000002 0.090900000000000009 -0.060129999999999996 1.0000000180025095e-35 0.083935000000000023 0.083950000000000011 0.092265000000000014 -1.0000000180025095e-35 0.092355000000000007 -0.27825499999999997 0.087570000000000023 0.045645000000000005 0.079970000000000013 0.084990000000000024 -0.47386499999999993 0.053180000000000012 -0.24164999999999998 0.10843500000000002 0.13707500000000003 -0.10519499999999998 -0.20207499999999998 -0.079279999999999975 0.11323000000000001 0.091820000000000013 -0.094359999999999986 0.25084500000000004 0.090425000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 6 7 -1 -9 -10 -3 12 26 14 15 16 17 -8 -19 -12 24 22 -22 -5 25 -21 -7 -6 -29 -16
right_child=1 10 -4 23 27 11 13 8 9 -11 19 -13 -14 -15 29 -17 -18 18 -20 20 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0013744033674435475 0.0011079633691565775 -0.0013779470559736108 -0.0013861838009450891 0.00038972133231034243 -0.00027965076576159871 -0.00044752628994409099 0.0010773530011030773 -0.001375083609686826 0.0012063913928772256 -0.0013748982653831942 -0.00048779322818888986 -0.00089986251852272766 0.00097579249701343872 -0.0012145447051373675 0.00010732508731126558 0.00080761378830940321 0.0010827987180144956 -0.0013755420020685309 -4.3454818695228711e-05 -0.00087422029109150961 0.000458309094237275 0.00066692429513179731 -0.0013545090553166827 -0.0012575165334184186 0.00055645578027741481 0.00069143369755645626 0.00070513253128597281 0.0010041542964159089 -8.4036071550072351e-05 0.0013847461287153908
leaf_weight=0.13416770677804379 0.14032128201870364 0.029752540240224334 0.015990487532690167 0.022049350747693097 0.067923953429271933 0.099683578233452863 0.015597479388816282 0.050862888083429425 0.045669357525184751 0.017037933377650916 0.12747200845842599 0.046685551958034921 0.097536679524637515 0.055702606337945326 0.047277671146730427 0.041581339271942852 0.020368143974337727 0.13066133163647464 0.056391981881461106 0.051958753383587464 0.0402631371980533 0.042332683093263768 0.067583588741399581 0.095601506584443885 0.43192498873759166 0.032578591952187708 0.055462147807702422 0.12184451046050526 0.064599487704981584 0.050472000204536016
leaf_count=673 262 30 3 23 18 51 6 394 11 132 135 84 37 41 32 33 9 309 30 30 11 15 48 330 260 28 10 34 31 11
internal_value=0 0.00020682 0.000852815 -0.000217726 -0.000147197 -0.000287454 -0.000488292 -0.000898819 -0.000336981 0.00050504 8.42556e-05 0.000159209 0.000354883 -0.000245014 -9.59719e-05 -0.00041474 -0.000642645 -0.000816067 -0.00097395 0.000139039 0.000258899 -0.000298689 -0.000677718 -0.000948802 0.000421037 -0.000270856 -3.5469e-05 0.000384982 0.000627116 0.000766908
internal_weight=0 0.980178 0.156312 1.33718 1.21953 0.965158 0.66579 0.247738 0.11357 0.0627073 0.823866 0.299368 0.252682 0.418053 0.36235 0.2646 0.223019 0.202651 0.187053 0.794114 0.666642 0.150179 0.107847 0.117651 0.516462 0.0845373 0.155146 0.254368 0.186444 0.0977497
internal_count=3121 822 265 2299 1946 1863 1681 1210 537 143 557 182 98 471 430 387 354 345 339 527 392 74 59 353 318 58 61 83 65 43
is_linear=0
shrinkage=0.00137286


Tree=609
num_leaves=31
num_cat=0
split_feature=39 42 2 376 1456 151 4 150 160 1213 38 13 160 48 2 1348 1374 0 133 151 16 43 31 1374 12 151 131 48 11 131
split_gain=0.0106589 0.0113098 0.0112744 0.0108165 0.0124832 0.0117863 0.0156182 0.0148566 0.0230025 0.0113431 0.0113862 0.0132662 0.0144135 0.0166485 0.0187693 0.0141738 0.0132384 0.0160528 0.0125149 0.0134528 0.0120297 0.0112079 0.0131896 0.0141438 0.0125313 0.0124953 0.0124468 0.0130002 0.0129281 0.0127909
threshold=0.16946000000000003 -0.26584999999999998 0.17025000000000004 0.048375000000000008 1.0000000180025095e-35 -0.40381499999999992 0.27834500000000006 -0.22665999999999997 -0.091944999999999985 -0.082704999999999987 1.0000000180025095e-35 -0.084034999999999985 -0.081069999999999989 0.093675000000000022 0.11215000000000001 0.090205000000000021 -0.094929999999999987 -0.23091999999999999 -0.25159999999999993 -0.088784999999999989 0.38525000000000004 -0.17390999999999998 -1.0000000180025095e-35 -0.08070999999999999 0.11650500000000001 -0.086944999999999981 0.10258000000000002 -0.40315499999999993 -0.072629999999999986 0.10441000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 18 -13 15 -15 16 -14 -18 -11 -20 -21 24 -23 -24 -19 -25 27 -27 -29 -28
right_child=-2 2 -4 -5 -6 6 -8 8 9 10 -12 12 13 14 -16 -17 17 21 19 20 -22 22 23 25 -26 26 29 28 -30 -31
leaf_value=-0.0034567708855962461 0.0034580164511320206 -0.0030619323605242618 0.0034257097975610605 0.0013635242515090793 -0.0034532142699052974 0.0026992847309718353 0.0012197919476249978 -0.0027154317270201619 -0.0034530738776401282 -0.0034551954521383561 -0.0026778139422070743 0.0017394653534985242 -0.0034641390850602694 0.0020947988596752148 -0.0012022369561174439 0.0033787886765302188 0.0027517935700461017 0.0012157439506902147 -0.00307946159311542 0.0015588144000366838 -0.0020322289765635419 0.0034654094791829143 0.0034726594823717978 0.0010840226746130677 -0.0022327258435966895 0.0034145876844197684 0.0033027522394721552 0.0026233404401997677 -0.0029036575616040489 -0.0033726936173357615
leaf_weight=0.011756286148738582 0.010176389103435213 0.016102037175187434 0.010982328287809651 0.056668247112611425 0.013779861734349197 0.019553576930775307 0.09651143625842451 0.04568187630900411 0.012324589826448573 0.0078204673013715365 0.019850283289088111 0.035801377239977228 0.025351854530526907 0.051624376058043708 0.034183322168246377 0.0087331372269545682 0.013939784347712703 0.043405255729112469 0.0089993316023537773 0.13634365730206355 0.012096833358555159 0.0061665051871386814 0.0061398581601679316 0.015553144716250245 0.017656990554314689 0.0042997399614250744 0.0093076281436879071 0.0052498576988000414 0.12656325814452885 0.0054037535710449456
leaf_count=18 23 56 54 158 267 11 235 327 252 33 34 76 17 70 26 8 12 75 27 313 11 8 1 31 20 2 5 5 849 97
internal_value=0 -9.44778e-05 -4.88384e-05 -9.34625e-05 -0.00019687 -0.000139684 -7.84599e-05 -0.000264898 -0.000353727 -0.000175935 -0.000107995 -1.92237e-05 -0.000352395 -0.000552865 0.000781354 -0.000950704 -0.00108621 -0.000848569 0.000806102 0.00101777 0.00126617 -0.00105791 -0.00149412 -0.0016714 0.000218571 -0.00186123 -0.00216495 -0.00249089 -0.00268353 0.000850742
internal_weight=0 0.877851 0.866094 0.855112 0.798444 0.784664 0.768562 0.67205 0.652497 0.606815 0.59449 0.57464 0.40938 0.373578 0.0858077 0.287771 0.279038 0.253686 0.16526 0.15744 0.14844 0.239746 0.178684 0.172517 0.0610622 0.166377 0.150824 0.136113 0.131813 0.0147114
internal_count=3121 3098 3080 3026 2868 2601 2545 2310 2299 1972 1720 1686 1302 1226 96 1130 1122 1105 384 351 324 1093 998 990 95 989 958 856 854 102
is_linear=0
shrinkage=0.00345121


Tree=610
num_leaves=31
num_cat=0
split_feature=1425 1 159 50 51 3 3 150 12 159 131 402 0 0 9 15 16 160 41 13 15 453 3 3 3 47 42 49 12 0
split_gain=0.0104661 0.0111618 0.0131245 0.0112292 0.0108056 0.0112671 0.0148469 0.0147526 0.0146239 0.0155484 0.0148497 0.0125259 0.012332 0.0184147 0.0120916 0.014978 0.00997262 0.00965455 0.0108788 0.0126226 0.0120783 0.0149156 0.0107974 0.016779 0.0121767 0.0195945 0.00946971 0.00921303 0.00907091 0.0107444
threshold=1.0000000180025095e-35 0.098700000000000024 0.076905000000000015 0.10124500000000002 -0.10748999999999999 0.092670000000000016 -0.12018999999999998 0.087865000000000013 0.092355000000000007 0.082585000000000006 0.08482000000000002 -0.50169499999999989 -0.12333499999999999 -0.084269999999999984 -0.036024999999999995 0.091295000000000015 0.10246000000000001 -1.0000000180025095e-35 0.08178500000000001 -0.076599999999999988 0.035560000000000008 1.0000000180025095e-35 -0.10519499999999998 -0.074479999999999977 0.12178000000000001 0.097480000000000011 -0.091729999999999992 0.0034800000000000005 -1.0000000180025095e-35 -0.15202999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 17 4 -1 6 27 8 9 10 12 -10 -8 14 -14 -16 -4 28 19 -19 21 22 -21 -24 25 -25 -15 -6 -3 -30
right_child=-2 2 16 -5 5 -7 7 -9 11 -11 -12 -13 13 26 15 -17 -18 18 -20 20 -22 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=-0.0035220740353365189 -0.0035399587849226271 0.0014463636610955481 0.0031711639895982699 -0.0035222676592248925 0.00016761981719432906 0.00099476090730778134 0.0018045833742606412 -0.0029218371598222505 0.0024093569491431713 -0.0031400834373763891 -0.0035256984994535352 -0.0035267809056002361 0.0035359477871382849 -0.0035299256770460249 -0.0035231956485499423 0.0017407135281844034 -0.00099374687614679053 0.0021636727019901376 -0.0018074362985363735 0.0032447152945178316 -0.0016372377663503768 -0.00302790870669054 -0.0030915486749801858 0.003135739876763746 -0.00079475912759027279 -0.00040563598900385906 0.0014472612626556338 0.0028107565964770806 0.001619808799323769 -0.0032539243810079128
leaf_weight=0.012336563133999334 0.01053778066545874 0.011133074112876784 0.033635991787605235 0.013555668333481208 0.079539871934230177 0.082303100438366528 0.054930812662860262 0.037626069933367035 0.0051730773739109273 0.01964350718355945 0.012563627031568103 0.029667213225707201 0.0045744311210000879 0.0051735346387431482 0.034065944911958468 0.0083380355736153433 0.0090386994943401078 0.05499617725877215 0.024005708824915928 0.021997316915076226 0.034446694696725899 0.012554104499940877 0.013799540068248461 0.049428047198489367 0.032721070410843822 0.031828661684812687 0.056150872288753817 0.020567782989019179 0.0071134825484477906 0.026438752165404367
leaf_count=162 78 16 170 269 123 56 43 132 10 150 135 417 2 46 420 17 25 138 31 69 47 15 32 111 23 33 255 22 9 65
internal_value=0 -9.77068e-06 0.000455099 -0.00036426 -0.000271732 -0.000182688 -0.000446013 -0.000878226 -0.000544316 -0.000169769 0.000162133 -0.00264538 0.000445975 -0.000243106 -0.00190155 -0.00248814 0.00228902 0.000210884 0.000456837 0.000672729 0.000256029 0.000657787 0.000966721 0.000574557 0.00101842 0.00174857 0.00102737 0.00071067 -0.00130702 -0.00222063
internal_weight=0 0.839347 0.363137 0.47621 0.462654 0.450318 0.368015 0.267907 0.230281 0.195441 0.175797 0.0348403 0.163234 0.108303 0.0469784 0.042404 0.0426747 0.320463 0.275777 0.251772 0.196775 0.162329 0.149775 0.127777 0.113978 0.0812567 0.0613244 0.100108 0.0446853 0.0335522
internal_count=3121 3043 784 2259 1990 1828 1772 1627 1495 1068 918 427 783 740 439 437 195 589 499 468 330 283 268 199 167 144 301 145 90 74
is_linear=0
shrinkage=0.00352023


Tree=611
num_leaves=31
num_cat=0
split_feature=39 42 123 133 1456 130 10 1456 1366 33 1425 4 151 11 13 13 133 3 1374 156 160 1 1 49 13 0 51 51 43 133
split_gain=0.00947445 0.0100469 0.0103431 0.010771 0.0107434 0.00997503 0.0120331 0.0103437 0.0104611 0.0106149 0.00957624 0.0155213 0.0198864 0.0134637 0.0110792 0.0173856 0.0119198 0.012957 0.0103628 0.0105157 0.0103226 0.0118152 0.0166915 0.0137301 0.0119482 0.0117579 0.0114868 0.01738 0.01323 0.0117146
threshold=0.16946000000000003 -0.26584999999999998 1.0000000180025095e-35 -0.084614999999999982 1.0000000180025095e-35 1.0000000180025095e-35 0.058500000000000003 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.27287000000000006 -0.24462999999999999 0.081790000000000015 -0.53104499999999988 -0.47860499999999995 0.091410000000000005 -0.15447499999999995 0.093750000000000014 0.091255000000000017 -0.40698999999999991 0.094465000000000007 0.091095000000000023 0.006170000000000001 -0.093219999999999983 -0.23091999999999999 0.087505000000000013 0.081440000000000026 -0.084004999999999982 0.091250000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 7 -3 -9 -10 11 13 -13 14 -11 -16 17 -17 19 20 -19 22 25 24 -23 -22 27 28 -27 -30
right_child=-2 2 3 -5 -6 -7 -8 8 9 10 -12 12 -14 -15 15 16 -18 18 -20 -21 21 23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.0029500304933447715 0.0029507983605464015 -0.0021982423511327175 -0.0019744318202062367 0.0014656650687386293 -0.0029469845095129133 -0.0023249043691394001 0.0027589322344530346 -0.0023582892166087478 -0.0028131311529105587 -0.0020171399632879163 -0.0029615707819845771 -0.0029486093643115371 0.0020264523659471599 -0.0029477190897347965 0.002688949229499167 0.0018315708882023088 -0.0015312945905658429 -0.0029476395593862293 -0.0029514112154506219 -0.0016712944489981453 0.0025414537410574649 0.0024214511726909607 -0.0028952866571795169 0.0026501994806136702 7.4933461569458905e-05 0.00090958260969064132 -0.0029502409050758049 0.0022040503619583252 -0.0013303524245467232 0.0029572789188254062
leaf_weight=0.010425295035020099 0.0090666949477054004 0.019757180272563346 0.0090418075669731479 0.062359569497175471 0.011681875422141275 0.01705068517219388 0.013035412744102359 0.016403379574057908 0.011244555571465753 0.022060722330934368 0.0088900468222163909 0.0078886727133067325 0.05992892420363205 0.013525047394068679 0.021799341555379215 0.036061352977412753 0.040447605980148182 0.0088781830920652283 0.010127923601430666 0.02821585862932352 0.015161580485255399 0.022448758635619015 0.018262373603192827 0.030009504540430498 0.11671431872764515 0.045180293506291491 0.011949365967666381 0.02690190614794119 0.083437585890806076 0.005921178818880434
leaf_count=18 23 255 21 241 267 372 41 45 18 7 60 11 177 74 17 45 329 93 18 87 9 37 36 28 108 117 83 14 468 2
internal_value=0 -7.71932e-05 -3.94909e-05 0.00103003 -0.000145116 -9.91007e-05 -4.44353e-05 -9.80792e-05 -3.53492e-05 2.37219e-05 7.4051e-05 0.000117235 0.00144774 -4.47308e-05 2.75e-05 0.00011399 1.66215e-06 0.000136669 -7.75295e-06 6.44197e-05 0.000191671 0.0002658 -0.000206457 0.000843136 0.000453456 5.39718e-05 -0.000163538 4.27249e-05 -0.000389445 -0.00104624
internal_weight=0 0.80481 0.794385 0.0714014 0.722984 0.711302 0.694251 0.681216 0.661458 0.645055 0.633811 0.62492 0.0678176 0.557103 0.543578 0.521517 0.499718 0.45927 0.423209 0.413081 0.384865 0.375987 0.206814 0.169173 0.139163 0.188552 0.17339 0.161441 0.134539 0.0893588
internal_count=3121 3098 3080 262 2818 2551 2179 2138 1883 1838 1820 1760 188 1572 1498 1491 1474 1145 1100 1082 995 902 729 173 145 693 684 601 587 470
is_linear=0
shrinkage=0.00294557


Tree=612
num_leaves=31
num_cat=0
split_feature=375 376 130 10 1456 453 11 1374 4 474 483 158 156 49 14 52 148 3 4 150 15 133 14 0 0 42 133 9 402 15
split_gain=0.00900358 0.0111631 0.0100176 0.00986306 0.0108614 0.00943143 0.00942207 0.0108365 0.0118196 0.0152837 0.01131 0.0106598 0.00996509 0.0123528 0.0145054 0.0130033 0.0109943 0.0125712 0.014789 0.0146972 0.0150666 0.0137015 0.0122686 0.013704 0.0186469 0.0117212 0.0114994 0.0135707 0.0112483 0.00978629
threshold=0.087420000000000012 0.088470000000000007 1.0000000180025095e-35 0.058500000000000003 -1.0000000180025095e-35 0.10218000000000001 0.088215000000000002 0.10637000000000001 0.27287000000000006 -1.0000000180025095e-35 0.083960000000000021 0.094850000000000004 0.10541000000000002 0.0093850000000000027 -0.24758499999999997 0.11434500000000002 0.10530000000000002 0.090900000000000009 0.033845000000000007 0.08882000000000001 -0.11713499999999999 0.09635500000000001 0.076175000000000007 -0.10607499999999999 -0.084269999999999984 -1.0000000180025095e-35 0.091250000000000012 -0.036024999999999995 -0.50169499999999989 -0.092919999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 10 -10 11 12 13 15 -15 16 17 19 -19 20 -6 22 23 -22 26 -26 27 -25 -23 -17
right_child=-2 -3 -4 -5 5 -7 -8 -9 9 -11 -12 -13 -14 14 -16 29 -18 18 -20 -21 21 28 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0029731143219602321 -0.003471439589799551 0.0028212416756654792 -0.0026329427174695184 0.0033918197450795206 -0.0036048184097795389 -0.0034115789987621626 -0.0021530330554908311 -0.0036278372033066763 -0.0040691501827388767 0.0026084547947236815 -0.0029354985775034885 -0.0034403256043514232 -0.0033492982568185631 -0.0039839689016100722 0.0026066635496022612 0.0013474493821437935 -0.0040528393395694315 0.0025601759369080013 -0.00070171383724452335 -0.0026174211454809428 0.0024468927608909869 0.0028089169078721805 -0.0040474838074139085 0.004060195928139854 -0.0022566147363380713 0.0016819127034579016 0.0031478210861315401 -0.0037983333361765567 -0.0040502976218759696 -0.0032954613910588528
leaf_weight=0.020399934838678746 0.01242500465377816 0.022243472366426431 0.024419178712093981 0.013754782528167198 0.015201871117824339 0.012843282309404458 0.029376459356626583 0.011938843209918559 0.00623053079470992 0.055772736699509551 0.019656819775150325 0.012942155915595777 0.012134664681980212 0.0060129234079795415 0.059418405516737494 0.0099695354388131818 0.0091532106889644638 0.077325495582044823 0.032187558055738918 0.03138057029701713 0.07286152970209514 0.0050584972291289878 0.0081426542838016758 0.0040617436170577994 0.014167335309025475 0.096594427423724483 0.0060395518667064598 0.031139157207803692 0.017204799998353337 0.029061249751691776
leaf_count=259 32 58 400 65 26 16 92 27 1 227 205 84 80 6 207 17 12 81 19 84 59 9 24 1 116 231 2 282 213 186
internal_value=0 -1.49583e-06 -8.58366e-05 5.46149e-07 -6.54992e-05 2.09817e-05 8.64842e-05 0.000188696 0.000260824 0.00193744 7.83545e-05 0.000186057 0.000273438 0.000357175 0.00200101 0.000123124 0.00033035 0.00042788 0.00160146 2.10187e-06 0.000306023 0.000538923 0.000828502 0.00100507 0.000313937 0.00117814 -0.00200711 -0.00289156 -0.0024918 -0.00210953
internal_weight=0 0.766693 0.74445 0.720031 0.706276 0.685876 0.673033 0.643656 0.631717 0.0620033 0.569714 0.550057 0.537115 0.524981 0.0654313 0.459549 0.420518 0.411365 0.109513 0.301852 0.270472 0.25527 0.233006 0.224864 0.152002 0.110762 0.0412405 0.0352009 0.0222633 0.0390308
internal_count=3121 3089 3031 2631 2566 2307 2291 2199 2172 228 1944 1739 1655 1575 213 1362 1159 1147 100 1047 963 937 715 691 632 347 285 283 222 203
is_linear=0
shrinkage=0.00404364


Tree=613
num_leaves=31
num_cat=0
split_feature=4 151 11 1213 480 50 1211 150 1456 160 13 403 132 52 40 1 49 4 0 4 376 403 457 48 1375 47 4 14 151 133
split_gain=0.0488018 0.0524119 0.0476282 0.0419561 0.0431972 0.0390176 0.0364149 0.0334554 0.0513467 0.0369556 0.0372446 0.0398434 0.0513223 0.0375733 0.0355529 0.0393781 0.0511981 0.0380713 0.0401348 0.043982 0.0328571 0.0307997 0.0328029 0.0322317 0.0483709 0.0295831 0.0283874 0.0274853 0.0255385 0.0263576
threshold=0.27834500000000006 -0.27559499999999998 0.081790000000000015 -0.082704999999999987 0.084710000000000021 0.11875500000000001 1.0000000180025095e-35 -0.22665999999999997 -1.0000000180025095e-35 -0.091944999999999985 -0.084034999999999985 -0.088999999999999982 0.081465000000000024 -0.43320999999999993 0.097265000000000018 0.08844500000000001 -0.10774499999999999 -0.51843499999999987 -0.084044999999999995 0.018150000000000003 0.081970000000000015 0.0071950000000000009 -0.0029299999999999994 0.081275000000000014 -0.43996499999999994 0.10954500000000002 -0.5956499999999999 -0.46885499999999997 0.10561000000000002 -0.080849999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 6 25 7 -5 -9 20 14 -12 13 -13 15 16 -11 -18 19 -19 26 22 -15 28 -25 27 -10 -3 29 -24
right_child=1 5 -4 4 -6 -7 -8 8 9 10 11 12 -14 21 -16 -17 17 18 -20 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.001402251031366847 -0.0013360011628156148 -1.5009062151481612e-05 -0.0011695249375199977 0.0011195952245845913 -0.0014049296871647295 -0.00072706856388416309 -0.0014031856257494984 -0.0014027458357509378 0.0014118196317028718 -0.0014120127512267551 -0.0014025416001333473 -0.001403033134459864 0.00085924830166711941 -0.0007357397367444955 -0.0011574387356064429 0.0009636188540500019 -0.0014152392667927064 -0.0014024478007874351 0.0010104100561916048 0.00056015493278298279 0.00086629608900648015 -0.0012112680751042346 -0.0014039130848149254 -0.00065964353327596864 0.00071146525757353888 -0.00021295903330211313 -0.0013315135794370811 0.001263270874932515 -0.0013956403855183036 2.734598275315329e-05
leaf_weight=0.046821894358800686 0.02952789849950932 0.040559119641329744 0.083900331517725024 0.050825187994633647 0.045776320532240677 0.037003530713263899 0.037034856033642316 0.052070720663324077 0.00807977095246315 0.036328263922769111 0.042939937194205968 0.043548715434553298 0.11454574446906918 0.10857948264674677 0.027998263933113776 0.18915413779541268 0.021584788628388196 0.035594070499428199 0.13851751759739261 0.060360009440046269 0.020197531623125542 0.044317578443042294 0.026906816238807085 0.063274848740547895 0.2490022210713505 0.045884454288170673 0.087456073388239353 0.17660275779599022 0.030111599822703283 0.40494515620502725
leaf_count=292 15 34 127 14 204 14 141 246 1 19 246 130 87 63 8 118 4 146 54 27 11 103 96 8 140 23 202 254 20 274
internal_value=0 0.000444094 -0.000136069 -9.2409e-05 -6.07821e-05 0.000619273 -2.82845e-05 -8.54502e-07 -3.23952e-05 8.29916e-06 6.23412e-05 -7.95778e-05 -2.72314e-05 -0.00013184 0.000376566 0.000465758 0.000143674 0.000364388 0.000528216 -0.000167871 -0.000756435 -7.21309e-05 -1.49462e-05 8.61378e-05 0.000433646 0.000808667 -0.0010995 0.00102453 -0.00014877 -6.18295e-05
internal_weight=0 0.329578 2.06987 1.98597 1.93915 0.30005 1.89337 1.85634 1.80551 1.75344 1.63771 1.12817 1.08523 0.970686 0.509537 0.481539 0.292385 0.256056 0.234472 0.0959541 0.115733 0.927138 0.88282 0.774241 0.312277 0.263046 0.0955358 0.217162 0.461964 0.431852
internal_count=3121 340 2781 2654 2362 325 2158 2017 2003 1757 1543 1167 921 834 376 368 250 231 227 173 214 704 601 538 148 311 203 288 390 370
is_linear=0
shrinkage=0.00140032


Tree=614
num_leaves=31
num_cat=0
split_feature=401 156 457 1 0 133 15 132 457 2 1 2 4 0 1375 33 484 133 13 15 42 130 1429 453 160 43 16 132 0 42
split_gain=0.00874315 0.00895712 0.00855777 0.00981711 0.0190858 0.0108356 0.0135282 0.0107285 0.0117933 0.0220106 0.0133196 0.0122997 0.0106292 0.010319 0.00916811 0.00896752 0.00961378 0.0098534 0.0122117 0.01482 0.0143171 0.00949712 0.00971331 0.0105572 0.0121259 0.00901045 0.0084017 0.00830893 0.00786197 0.00719459
threshold=0.10076500000000001 -1.0000000180025095e-35 0.5717850000000001 1.0000000180025095e-35 -0.059114999999999994 0.083950000000000011 0.083935000000000023 0.079970000000000013 0.045365000000000009 0.11411 0.093575000000000019 0.14753000000000002 -0.49405499999999997 -0.082974999999999979 1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.25159999999999993 -0.092094999999999982 0.035560000000000008 0.09832500000000001 -0.079354999999999981 -1.0000000180025095e-35 0.091330000000000008 -0.087694999999999981 -0.27207999999999993 0.013515000000000001 0.098600000000000007 -0.086729999999999988 -0.094469999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 26 -7 8 11 10 -10 14 -6 -8 15 -5 -17 -18 -19 21 -21 -20 -23 24 -24 -26 -3 -9 -22 -29
right_child=-2 2 -4 7 12 6 13 27 9 -11 -12 -13 -14 -15 -16 16 17 18 19 20 28 22 23 -25 25 -27 -28 29 -30 -31
leaf_value=-0.0035917000087212166 -0.0032611730135348425 -0.0035945653311012108 -0.0033726446887670223 -0.0034212738954559202 -0.0012491158231416569 -0.0027169559179932509 0.0024462975921795641 0.0032442561908739799 0.00055148412215100511 -0.002242823283581778 0.0034854547523905152 0.0027923650491535569 0.001020249254699966 -0.0035926337242863358 -0.0024475886441037873 -0.0025369225197142769 -0.00320530512647689 0.0017437401001706486 -0.0031030980731738943 -0.0035202877538944377 0.0036002009243899036 -0.002246602037125543 -0.00099249547168714955 -0.0028250186765852669 -0.0016662642658694935 0.0017721971353306728 0.00027589723975037487 0.0027664291183287148 -0.0029422323725286281 -0.0024334770379405533
leaf_weight=0.0088664221383965014 0.010778566523981681 0.041398381297881315 0.0093608466049772687 0.010091442461998668 0.037724891292555185 0.019179990890563658 0.019627232069751699 0.027639138246740913 0.037376933745690621 0.018341535459967417 0.042784213759205159 0.018123605234450224 0.090308256134903786 0.0044808813626104884 0.022706354463025491 0.017942093940064296 0.010762394727407809 0.059522748749031962 0.0099058093255735002 0.027142533696292048 0.0070391442277468741 0.015160246485265816 0.032057578076091886 0.0099950161302331253 0.010737896882346831 0.11565279068804557 0.0087609727864901288 0.0061037157302052955 0.0035686062956301612 0.007832800541564211
leaf_count=162 165 636 9 21 31 398 59 73 40 32 89 74 118 143 37 129 42 116 10 141 4 61 67 15 10 250 53 8 66 62
internal_value=0 -4.13813e-06 3.87698e-05 8.2397e-05 -0.000548911 -0.00178268 -0.000466532 0.000356298 0.000201301 0.00130553 0.00211743 -9.23475e-05 0.000351582 0.00132386 -0.000240754 -8.87139e-05 1.65497e-05 0.000168483 0.000293353 -7.99549e-05 -0.00213791 0.000321517 0.000506282 0.000754048 0.000979817 0.00148007 -0.00291854 0.00210443 0.00139923 -0.000156097
internal_weight=0 0.750194 0.741328 0.731967 0.221481 0.0934475 0.0432881 0.510487 0.468911 0.0985027 0.0801611 0.370408 0.128033 0.0241081 0.352285 0.329578 0.319487 0.301545 0.290782 0.23126 0.0377503 0.193509 0.183604 0.168443 0.158448 0.126391 0.0501594 0.0415757 0.0106078 0.0139365
internal_count=3121 2956 2794 2785 1438 1289 600 1347 1204 161 129 1043 149 202 969 932 911 782 740 624 211 413 403 342 327 260 689 143 70 70
is_linear=0
shrinkage=0.00359063


Tree=615
num_leaves=31
num_cat=0
split_feature=3 39 40 480 402 151 1348 14 3 3 150 0 15 43 122 457 43 1212 13 43 15 49 2 41 4 1 3 130 159 150
split_gain=0.040388 0.0398237 0.0368816 0.0363359 0.0335766 0.0325365 0.0367359 0.0387918 0.0328 0.0460186 0.0531304 0.0432888 0.0413015 0.0365431 0.0313821 0.0297074 0.0293408 0.042929 0.0280243 0.0272231 0.0332845 0.0262737 0.0265112 0.0311633 0.0435945 0.0252993 0.0241113 0.0227169 0.0224121 0.0234915
threshold=0.31299000000000005 0.0046100000000000004 0.19236000000000003 1.0000000180025095e-35 0.084450000000000011 -0.40381499999999992 0.090205000000000021 0.078320000000000015 -0.12018999999999998 0.090900000000000009 0.087865000000000013 -0.10096999999999999 -0.11713499999999999 0.12266000000000001 1.0000000180025095e-35 0.082380000000000009 -0.074359999999999996 -0.50120999999999993 -0.093219999999999983 -0.074974999999999986 0.040760000000000005 0.0034800000000000005 0.11093500000000002 0.079885000000000025 -0.27825499999999997 0.10781 0.13524500000000003 -1.0000000180025095e-35 -0.50206999999999991 0.087790000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 5 14 -1 7 8 13 10 11 12 -10 21 18 26 19 -18 -3 20 28 22 23 24 -7 -14 -11 -22 -13 -30
right_child=2 4 -4 -5 -6 6 -8 -9 9 15 -12 16 25 -15 -16 -17 17 -19 -20 -21 27 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0011741216604699897 0.0011739674702859607 -0.00050815988914072979 -0.0010438403234738277 -0.0010711747992325695 -0.0011757373153632599 -0.00080281729580966934 0.0010999369401138777 -0.0010673074261277091 -0.0009159998432810598 -0.00037262293198436964 -0.0011009564083945323 0.00083319955247957431 9.3545489914126628e-05 -0.00085300314880631554 -0.00072022445755640227 0.0005227301387877106 0.00087291790391600126 -0.0010121506884578084 0.0007096460234554486 0.0011406249028534513 -0.0011737634354594814 0.0010604282268457327 0.000767028217745165 -0.00090498665291864004 0.00061975880920964708 0.00096227748339008717 0.00027185563816292571 0.00040814918706836846 -0.0011120311986293954 0.0011795669869056225
leaf_weight=0.038784477994341482 0.061595222399773664 0.029480457695171935 0.012360553722828627 0.056040619161194516 0.019199951118935132 0.041102491137280595 0.034961421268235315 0.056583538316772208 0.042283415397832869 0.18295095847315679 0.1100759975361143 0.01076649490823911 0.15760095581572375 0.038470868326839991 0.02925610875536222 0.16190678633574862 0.018495341995731662 0.16068471897824499 0.21624011617132044 0.019517342278049798 0.014598540916267666 0.059251211365335621 0.079517175123328343 0.043860977770236786 0.10545861798527756 0.065009144018404186 0.14121830661315471 0.085213914286214276 0.087593781093346479 0.0066047194413840762
leaf_count=57 118 28 2 235 25 58 25 75 43 93 115 21 93 13 17 46 22 958 273 6 40 24 59 18 69 12 44 141 390 1
internal_value=0 -7.76245e-05 0.000803296 -0.000142326 0.000322351 -0.000112793 -8.89123e-05 -0.000113524 -8.04591e-05 -0.000170024 -0.000346655 -0.000222427 0.000145598 0.000227588 0.000426953 0.000112848 -0.000464047 -0.00081757 0.000563539 -0.000181631 -0.000307656 0.000353871 0.000198783 -3.85065e-05 0.000220803 0.000347243 -9.18678e-05 0.000176779 -0.00076831 -0.000951356
internal_weight=0 2.11273 0.0739558 1.81855 0.294177 1.76251 1.72373 1.68877 1.63218 1.26452 0.778444 0.668368 0.264894 0.367661 0.274977 0.486076 0.403475 0.17918 0.245721 0.224295 0.204777 0.32919 0.269939 0.190422 0.146561 0.22261 0.324169 0.0998125 0.104965 0.0941985
internal_count=3121 3001 120 2658 343 2423 2366 2341 2266 2025 1842 1727 148 241 318 183 1579 980 301 599 593 228 204 145 127 105 137 181 412 391
is_linear=0
shrinkage=0.00117172


Tree=616
num_leaves=31
num_cat=0
split_feature=39 42 2 123 1456 2 2 1365 15 155 43 401 375 130 131 1 52 48 52 52 42 42 455 2 160 47 3 0 403 9
split_gain=0.00881815 0.00907839 0.00983507 0.00953551 0.0093776 0.00927457 0.00999851 0.00851929 0.00826918 0.0102912 0.00828572 0.00805007 0.00825558 0.00815006 0.00817261 0.00901661 0.014597 0.0142047 0.0107169 0.0104591 0.0162992 0.01248 0.0111109 0.010506 0.0155428 0.0116689 0.0114023 0.0116835 0.00924298 0.00900908
threshold=0.16946000000000003 -0.26584999999999998 0.17025000000000004 1.0000000180025095e-35 1.0000000180025095e-35 0.094835000000000017 -1.0000000180025095e-35 1.0000000180025095e-35 -0.47006499999999996 0.088610000000000008 0.39192500000000002 0.10076500000000001 1.0000000180025095e-35 -0.23647499999999996 0.11657500000000001 0.11323000000000001 0.11434500000000002 0.10358500000000001 0.40674500000000008 0.10744000000000002 0.091735000000000025 0.090310000000000015 0.081825000000000009 0.089775000000000008 0.083670000000000008 0.089785000000000018 0.086245000000000016 -0.084269999999999984 -0.088999999999999982 -0.036024999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 7 6 -5 8 -3 10 11 12 13 -10 15 16 19 -17 -18 20 21 23 -22 24 26 -25 27 29 -29 -15
right_child=-2 2 -4 5 -6 -7 -8 -9 9 -11 -12 -13 -14 14 -16 17 18 -19 -20 -21 22 -23 -24 25 -26 -27 -28 28 -30 -31
leaf_value=-0.0033880201387853789 0.0033894879207198342 0.0033853722075617514 0.0033605997958706143 0.0033842045481752357 -0.0033850381133683767 0.002019077579172824 -0.0020431462229513059 -0.0026678325292990883 -0.0033956295655665331 -0.0033865917900421268 -0.003387669670555479 -0.0031830133823204185 -0.0033050328050733099 0.0033959222389271194 -0.0033865240376447937 0.0019382996413632894 -0.0033906900659496672 -0.00067875335473700912 0.00024069492315243051 0.0030816789235684513 -0.0032602889026550237 0.002720962633757493 0.0033865953777140168 0.00027982357626917903 -0.003196555496453661 0.0028881722644103981 0.0020460808124791066 -0.0033872878476554191 0.0011190713346065548 -0.0021259293433816768
leaf_weight=0.0094120449361980718 0.0084521513031177165 0.0076969670519702041 0.0095881173456291435 0.0051502133710528133 0.010495766070505397 0.044388878231075068 0.015830683162675996 0.015150067672948353 0.0077102515883780134 0.011002043603980383 0.0085719967582917889 0.0091710637968844821 0.0084687478570231178 0.003634463530033826 0.0075675711015037441 0.069543147168133146 0.024588111785249112 0.036052973788173404 0.014967490857316079 0.013337394011955439 0.024333108025302863 0.02153375333330132 0.0032654396745783734 0.19059523034229642 0.022805626129866141 0.021890699316372775 0.022096778935065231 0.0059429329745626083 0.042295199015768503 0.048814190702501037
leaf_count=18 23 56 54 83 267 134 26 48 15 178 103 148 22 1 96 134 138 35 136 39 206 45 6 311 64 26 25 88 203 393
internal_value=0 -8.63177e-05 -4.35424e-05 -8.90707e-05 -0.000212675 0.00114288 -0.000710886 -0.000160734 -0.000100047 -0.000143444 -8.46786e-05 -3.73807e-05 1.15618e-05 5.99071e-05 0.000106383 0.000153109 -5.15343e-05 0.00104478 -0.00201661 0.000133296 3.67271e-05 0.000219251 -0.00247383 6.88047e-05 -0.000631365 0.000548541 -0.00015491 -0.000637941 0.000563888 -0.00174329
internal_weight=0 0.735901 0.726489 0.716901 0.651531 0.0653698 0.0209809 0.641035 0.625885 0.618188 0.607186 0.598614 0.589443 0.580974 0.573264 0.565697 0.4601 0.105596 0.0395556 0.420545 0.407207 0.379609 0.0275985 0.358075 0.145589 0.212486 0.122784 0.100687 0.0482381 0.0524487
internal_count=3121 3098 3080 3026 2783 243 109 2516 2468 2412 2234 2131 1983 1961 1946 1850 1681 169 274 1407 1368 1156 212 1111 774 337 710 685 291 394
is_linear=0
shrinkage=0.00338353


Tree=617
num_leaves=31
num_cat=0
split_feature=39 147 1348 14 123 42 133 484 150 13 13 132 12 43 42 47 52 454 150 159 130 3 13 0 1374 1 52 1374 2 1
split_gain=0.00796547 0.00842347 0.00990877 0.011842 0.011029 0.0119246 0.0118277 0.0102751 0.0135571 0.00819519 0.0127208 0.0107333 0.0137319 0.0126013 0.0109937 0.012293 0.0110084 0.0110134 0.00994545 0.0103915 0.00927883 0.0101055 0.0141499 0.0113433 0.0117504 0.0133742 0.0108652 0.0142186 0.0173305 0.00861852
threshold=0.16946000000000003 -1.0000000180025095e-35 0.084620000000000015 0.076175000000000007 1.0000000180025095e-35 -0.088934999999999986 -0.089569999999999983 -0.0068949999999999992 0.097210000000000005 -0.094514999999999988 -0.53104499999999988 0.081465000000000024 0.081420000000000006 0.097930000000000017 -1.0000000180025095e-35 0.11518500000000002 -0.43320999999999993 -1.0000000180025095e-35 0.15024000000000001 0.092630000000000018 -0.23647499999999996 -0.10831999999999999 -0.087074999999999986 -0.053834999999999994 0.084595000000000017 0.10060500000000001 0.091820000000000013 -0.094929999999999987 0.073895000000000002 0.11955000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 7 -6 -7 8 -3 10 -9 13 -13 14 15 -11 -16 -18 19 20 -19 -22 -23 24 25 26 27 -24 -29 -12
right_child=-2 2 -4 -5 5 6 -8 9 -10 11 29 12 -14 -15 16 -17 17 18 -20 -21 21 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0031927447997011477 0.0031934561701733775 -0.0028284262872198319 0.0022567682361083756 -0.0024737562335480747 -0.0016387556598170976 -0.0019612072701485706 0.0025979607632203375 -0.0016706794786870655 0.0017538351008788279 -0.0025950427432340447 0.00067768298062609355 0.0028460902466211058 -0.00076338384988761392 -0.0029217312845523555 -0.0031902526290794116 0.0017469248926729776 -0.0031921123149920806 -0.0031987565076756997 -0.0032114895926281376 -0.0016240497718780817 0.0018911983343643101 -0.0031880570949589949 -0.0017661349416797768 -0.0022606866600348358 -0.0029158210126172921 0.0021190009241317522 -0.0031907681677140831 -0.0013969668410994836 0.0020157503315254158 0.0031920187459628154
leaf_weight=0.0087163005619004252 0.0076490365509016547 0.028696551182235908 0.018604727548336086 0.020742415457334573 0.011535411266322626 0.0067126802096026941 0.041836412237444165 0.021157908817258431 0.0085101784652579227 0.036103148011079611 0.10531652962026783 0.023904129060611012 0.019419366082502165 0.019826091704373994 0.011288838696486891 0.0081194150880037341 0.010493372441487736 0.0069347151875263071 0.0087665686514810659 0.02751895292806239 0.045870363812355208 0.011584141860339514 0.021935870403922308 0.01457460840379099 0.0088361206421723182 0.056419852849103336 0.0087912633800328877 0.020386166274192874 0.058635727789692282 0.015958893827018983
leaf_count=20 23 448 57 99 23 14 216 16 12 470 182 41 151 156 174 5 29 13 3 81 47 154 40 56 29 66 183 114 120 79
internal_value=0 -7.77549e-05 -3.88831e-05 -0.000101703 -2.70567e-05 0.00127522 0.00196758 -0.000157674 -0.00178034 -5.0217e-05 0.000610561 -0.000274621 0.00122818 -0.000447737 -0.000310057 -0.00179784 -9.92045e-05 1.68208e-05 0.000132831 0.000236986 0.000438639 0.000540748 0.000232812 0.000441842 0.000666911 0.000857425 0.000208873 0.000504909 0.00113533 0.00100855
internal_weight=0 0.707197 0.69848 0.679876 0.659133 0.0600845 0.0485491 0.599049 0.0372067 0.561842 0.142433 0.419409 0.0433235 0.376085 0.356259 0.0442226 0.312037 0.300748 0.290254 0.281488 0.253969 0.247034 0.201164 0.18958 0.175005 0.166169 0.109749 0.100958 0.0790219 0.121275
internal_count=3121 3098 3078 3021 2922 253 230 2669 460 2209 277 1932 192 1740 1584 475 1109 935 906 903 822 809 762 608 552 523 457 274 234 261
is_linear=0
shrinkage=0.00318838


Tree=618
num_leaves=31
num_cat=0
split_feature=4 151 11 14 2 52 49 31 15 43 43 43 160 0 43 0 47 4 52 3 3 1 0 4 52 2 48 52 52 133
split_gain=0.037605 0.0375548 0.0362999 0.0345262 0.0334342 0.0321212 0.0365677 0.0311977 0.0291069 0.0268528 0.0351245 0.0325068 0.0273555 0.0395095 0.0311494 0.0268767 0.0260803 0.0234272 0.04734 0.0291023 0.0506251 0.0265487 0.0222627 0.0213452 0.0266122 0.0261889 0.0255485 0.0289058 0.0229407 0.021695
threshold=0.27834500000000006 -0.27559499999999998 0.081790000000000015 -0.46885499999999997 0.088850000000000012 0.19022000000000003 0.51130000000000009 -1.0000000180025095e-35 0.095175000000000023 -0.074359999999999996 -0.076124999999999984 -0.0037449999999999996 0.083670000000000008 -0.11991499999999998 -0.0030899999999999994 -0.033209999999999996 0.10954500000000002 -0.49405499999999997 0.10347000000000002 -0.097604999999999983 -0.055119999999999995 0.090475000000000014 1.0000000180025095e-35 0.033845000000000007 -0.087769999999999987 0.097070000000000004 0.094275000000000012 -0.080979999999999983 -0.0064899999999999992 0.084760000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -3 7 8 -7 -1 17 10 22 -11 13 -13 -15 -16 -5 18 -6 -19 21 -21 -9 24 25 -22 27 -26 -29 -25
right_child=1 3 -4 16 5 6 -8 9 -10 11 -12 12 -14 14 15 -17 -18 19 -20 20 23 -23 -24 29 26 -27 -28 28 -30 -31
leaf_value=0.0013499175560890545 -0.0012551690881861506 -0.0004348119997678789 -0.0011141993193872239 0.0010780069058420323 -0.0013098781955952713 -0.0012242948548785689 0.001351731109910496 -0.00031925115862301858 -0.00054242339279696314 -0.0013487898941077327 0.0013313105399194863 0.00046167823185784871 -0.0013250072771551365 0.0010538517769331304 -0.0013401830246507214 0.00038924808133489886 -0.00015084412261201277 0.00091884509584613328 0.00062153007621517742 -0.001347249774594203 -0.0013512291634598121 0.001352593886226801 0.0012301685483798656 -0.00048841950113871356 0.0013188673835633723 0.00029616308371500428 0.001342039900887632 -0.00037313318931313157 0.0006644814170181138 0.00072809882774948391
leaf_weight=0.01994614482646262 0.022015855109202676 0.048624362154441769 0.063496430622762889 0.15657413739245396 0.048494717509129259 0.05872138515678671 0.012027426389977336 0.25719466888676834 0.096086242397632304 0.083449257122992782 0.029332620522836583 0.095765623880652129 0.045793445160597912 0.015712135830654006 0.079272872156707308 0.02048556067347862 0.039100380658055656 0.12388903465853218 0.043712157523259521 0.050340907758254616 0.023861202324042097 0.0075933574480586677 0.017973298432480078 0.091873376099101733 0.051594486056274036 0.065382546454202384 0.080194975711492589 0.075798023623065092 0.078654846627614461 0.037354333457187749
leaf_count=47 15 43 127 259 49 182 3 550 163 440 8 59 29 10 284 25 23 77 6 419 14 4 13 67 25 51 45 37 29 18
internal_value=0 0.000428492 -0.000116023 0.000580222 -7.6668e-05 8.59538e-05 -0.000786366 -0.00030793 0.0001565 -0.000359199 -6.87969e-05 -0.000618914 -0.000381947 -0.000177503 -0.000707608 -0.000985041 0.000832454 0.000242737 -0.000394263 0.000328291 0.000198257 -0.000993385 -0.000218047 0.000335041 0.000497422 -0.000144302 0.000697497 0.000446636 0.00015527 -0.000136775
internal_weight=0 0.266315 1.674 0.244299 1.6105 0.945579 0.0707488 0.664926 0.87483 0.644979 0.304501 0.340479 0.25703 0.211236 0.115471 0.0997584 0.195675 0.778744 0.0922069 0.686537 0.562648 0.0579343 0.275168 0.504714 0.375486 0.0892437 0.286242 0.206047 0.154453 0.129228
internal_count=3121 340 2781 325 2654 1189 185 1465 1004 1418 571 847 407 378 319 309 282 841 55 786 709 423 563 286 201 65 136 91 66 85
is_linear=0
shrinkage=0.00134594


Tree=619
num_leaves=31
num_cat=0
split_feature=12 1 16 3 43 52 43 3 0 41 0 0 15 13 15 133 48 51 13 0 0 14 43 151 1 2 47 447 51 0
split_gain=0.0341047 0.0329877 0.0243683 0.0277769 0.0242948 0.0239103 0.023617 0.0225982 0.0277523 0.0248913 0.0293661 0.0236377 0.0342253 0.0219987 0.0262504 0.0248947 0.022526 0.029624 0.0173993 0.0170549 0.0182697 0.016798 0.0193489 0.016242 0.0160047 0.0159505 0.0142968 0.016526 0.0311148 0.0176938
threshold=0.084100000000000022 0.12958500000000003 -0.54165499999999989 0.10732000000000001 -0.04890499999999999 0.31299000000000005 -1.0000000180025095e-35 -0.086554999999999979 -0.077999999999999986 0.079300000000000009 0.11070500000000001 -0.082974999999999979 0.090455000000000021 -0.097224999999999992 0.024640000000000006 -0.0061299999999999992 0.086035000000000014 0.092545000000000016 -0.06532499999999998 -0.10474999999999998 -0.11242999999999999 0.076175000000000007 -0.090299999999999991 -0.081154999999999991 0.10089500000000001 0.10912000000000001 0.07813500000000001 0.084700000000000011 -0.071649999999999978 -0.14454499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 7 5 21 -6 8 19 10 23 12 24 15 16 -8 26 -18 -12 20 -4 22 25 -10 -9 -1 27 28 -15 -30
right_child=1 -3 3 -5 6 -7 13 11 9 -11 18 -13 -14 14 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-1.587568720611062e-05 0.00099259203183312645 0.00071303193601892343 -0.00075237186189836664 0.00039606720712752352 -0.00096603522816574884 -0.0013528170499929291 -0.00094485830800661265 -0.0013467524436009575 -0.00067700366349526407 -0.0013506118593091744 0.00067022222415700681 -0.0013417888138906656 0.00064471924703750501 -0.00065069415805692622 -0.00093639354192772914 0.00085221715658303858 -0.00077302443814934935 0.00024453707843281609 -0.0013506880945943916 -0.0012920281045543784 0.00074403202102692558 -0.0009190356805540966 0.0010864821432306139 0.00075590888362840527 -0.00028694674649061449 0.0010879238844291391 -0.00048574954550245652 0.0013519573749918045 0.0009751984471738814 -2.132178213267834e-05
leaf_weight=0.084721271811758925 0.023438561736838892 0.057149227428453742 0.049406455503230973 0.069436894642421976 0.043302037230205315 0.012155944634287152 0.01628686384538014 0.056939095040888787 0.016549011081224307 0.019908345915609971 0.010715912678278983 0.094735582573548527 0.036733056108914752 0.047196057172186556 0.054924792948440881 0.097936411466434947 0.1070784699959404 0.10045076637470629 0.027584710278460989 0.057584767250318691 0.021089524700073525 0.01276219445571769 0.10573131263936375 0.10688305490202765 0.047221705270203529 0.032936335879639955 0.03460113128676312 0.031221096058288822 0.08892000351625029 0.05067098807739967
leaf_count=87 21 59 59 19 103 10 40 571 8 18 3 669 49 49 68 125 58 31 78 370 9 17 270 126 23 28 27 31 38 57
internal_value=0 -0.000266627 -0.00035435 -0.000405701 0.000128262 0.00048806 -4.56799e-06 -0.000507787 -0.000268811 6.95072e-05 0.000244316 -0.000821908 -0.000472345 6.15918e-05 -5.69161e-05 0.000595976 4.80634e-05 -0.000280492 -0.000785269 -0.000748605 -0.000304709 0.00058282 0.00066862 0.000563793 -0.000866285 0.000293115 0.000317986 0.000445551 0.000294046 0.000613465
internal_weight=0 0.695376 0.638227 0.614788 0.920896 0.248307 0.672589 0.545351 0.309722 0.181641 0.161733 0.235629 0.140894 0.629287 0.515063 0.114223 0.460139 0.207529 0.0383006 0.128081 0.070496 0.236151 0.223389 0.123432 0.104161 0.117658 0.252609 0.218008 0.186787 0.139591
internal_count=3121 2082 2023 2002 1039 412 627 1983 671 233 215 1312 643 524 359 165 291 89 81 438 68 402 385 134 594 115 202 175 144 95
is_linear=0
shrinkage=0.00134594


Tree=620
num_leaves=31
num_cat=0
split_feature=1 52 0 3 3 9 48 51 2 48 1 11 0 160 43 133 1212 3 133 15 12 14 0 51 52 2 0 0 1 4
split_gain=0.0490116 0.0355269 0.0345497 0.0327833 0.0492326 0.034969 0.031825 0.0369618 0.033864 0.0503861 0.0355315 0.0309355 0.0292618 0.047004 0.035969 0.0348962 0.0453756 0.0263131 0.024746 0.0359042 0.0549741 0.023861 0.0356046 0.0229234 0.0214525 0.0239511 0.0208628 0.0206271 0.050477 0.0254626
threshold=0.098700000000000024 -0.43320999999999993 -1.0000000180025095e-35 0.092670000000000016 -0.12018999999999998 -0.036024999999999995 0.12879500000000002 0.12808000000000003 0.090310000000000015 -0.086869999999999989 0.12958500000000003 0.081790000000000015 -0.13027499999999997 0.086325000000000013 -0.17390999999999998 0.083950000000000011 -0.50120999999999993 -0.10217499999999997 0.099660000000000012 0.040760000000000005 -0.083994999999999986 -0.23083499999999998 -0.084674999999999986 -0.010009999999999998 0.10160000000000001 0.090545000000000014 -0.053834999999999994 -0.077999999999999986 0.083135000000000014 -0.27825499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 6 4 11 -6 8 -8 10 -10 -3 27 13 23 17 16 -16 -14 19 20 -17 22 -11 -7 25 -5 -12 28 -1 -29
right_child=1 2 -4 24 5 12 7 -9 9 21 26 -13 14 -15 15 18 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.001197829556187108 -0.0011964730638803647 -0.00036921308406543562 0.0010256236456376009 -0.00030257207768608958 0.0012101589528252818 -0.00051726576087224416 -0.00099759896330327172 0.00023882089558647875 -0.00071894488536055538 -0.00049770240579255639 0.0011699771147804458 -0.00096982729443027653 -0.0011989874509642719 -0.00091758013284694317 0.000812203060859581 0.0011998022359650568 -0.0011987986406828651 0.000497557626596947 -0.0011963623659540521 0.00064635895588142239 -0.001143723674724094 0.00082452697306677366 0.0010388717290627048 0.00051102290842718783 -0.00049754806873053645 0.00068945110490575335 2.1098774896256479e-05 5.3046540089277033e-05 0.0010729881652459913 0.00095364314142002912
leaf_weight=0.036304048899182817 0.026721981383161619 0.18874976020197209 0.067219300821307004 0.048396634665550553 0.017658190685324482 0.042475370588363148 0.070069756366137881 0.068102390738204122 0.044652465992840007 0.05478703628614312 0.041132446925985278 0.031545763829853968 0.016875841388355184 0.075082558618305484 0.017172267010210018 0.018418269930407405 0.24027852046901899 0.057729099029529607 0.040146853101759916 0.052369027876920882 0.063910753762229433 0.24669062932480301 0.035495803287631134 0.11429525661151274 0.047484118746069726 0.12341743435172248 0.050049494217091706 0.092191749747144058 0.022740878703189082 0.087311988154397113
leaf_count=59 109 154 113 28 6 26 28 37 19 29 36 47 44 33 24 7 1047 51 353 37 351 227 50 43 22 43 20 34 11 33
internal_value=0 0.000160833 0.000202669 -0.000205955 -0.000295566 -0.000451971 0.000133498 -0.000388191 0.000242457 0.000474046 -7.32639e-05 0.000142452 -0.0004917 -0.000139993 -0.000652569 -0.000784827 -0.00106466 0.000113794 -0.000372782 -0.000127313 -0.000619441 0.00063213 0.000106421 0.000232419 0.000213505 0.000410018 0.000539361 0.000289541 -0.000323235 0.000491104
internal_weight=0 0.893671 0.866949 1.2458 1.02651 0.756412 0.79973 0.138172 0.661558 0.381626 0.279932 0.270094 0.738754 0.231853 0.506901 0.432296 0.257451 0.0746049 0.174845 0.134698 0.082329 0.336973 0.0902828 0.156771 0.219298 0.171814 0.0911819 0.238549 0.0590449 0.179504
internal_count=3121 822 713 2299 2206 2022 600 65 535 325 210 184 2016 102 1914 1819 1071 95 748 395 358 306 79 69 93 71 56 137 70 67
is_linear=0
shrinkage=0.00119516


Tree=621
num_leaves=31
num_cat=0
split_feature=1 3 150 1375 9 1 0 1374 2 3 151 12 133 2 43 47 1 11 2 376 48 51 48 50 13 124 1429 1212 160 124
split_gain=0.0576781 0.0571308 0.0433595 0.0447784 0.0379253 0.0427033 0.0355212 0.0339307 0.0329387 0.0327151 0.0308397 0.0350012 0.0301504 0.028845 0.0262439 0.0258369 0.0253322 0.0246241 0.0253311 0.0242995 0.0233885 0.0257931 0.0264432 0.0288939 0.0314163 0.0349743 0.025331 0.0206878 0.0200691 0.0179127
threshold=0.094385000000000011 -0.12018999999999998 0.076925000000000007 -0.43996499999999994 -1.0000000180025095e-35 0.10752500000000002 -0.014954999999999998 0.093750000000000014 0.11362000000000001 0.0051600000000000005 0.10561000000000002 0.090545000000000014 0.0068000000000000014 0.083215000000000011 0.13895500000000002 0.13148500000000005 0.13820500000000002 0.080455000000000013 0.08622500000000001 0.089985000000000023 -0.065739999999999979 -0.43017499999999992 0.12933000000000003 0.11534500000000002 0.25761500000000009 -0.087984999999999994 -1.0000000180025095e-35 -0.50120999999999993 0.085045000000000023 -0.087144999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 4 -4 -2 28 15 10 12 19 11 -5 17 -11 -15 20 -17 18 -1 27 -7 -22 23 24 25 -23 -27 -3 -6 -29
right_child=2 9 3 7 5 6 -8 -9 -10 13 -12 -13 -14 14 -16 16 -18 -19 -20 -21 21 22 -24 -25 -26 26 -28 29 -30 -31
leaf_value=-0.00052872361298095553 0.0013302324272586534 0.00057290170284532242 -0.00079965821878402266 0.0012756247699679632 -0.00088434978041692031 -0.001118336814807414 0.0011430692399631789 -0.0010398470293449804 0.0013117470846728118 0.00051492571741717857 -0.00062140780124271468 -0.00025915686454140773 -0.0010476573432323748 -0.00068249602007975849 0.00025332826117280478 -0.0012053479433031336 -6.4315109331458515e-05 -0.00082222644856190952 0.00067592285849249001 0.0010791159445481318 -0.0013229625268521281 -0.0010376382220126817 -0.00075773087456613248 -0.0008006829678388666 -0.00087842080039040996 -0.00039931356816357916 0.0009225254924006567 4.4559929216137498e-05 0.0003751045146562811 -0.0010018696711762412
leaf_weight=0.042384126347314921 0.025213608141712029 0.016018613543565041 0.047941157939931145 0.13548021532187704 0.22984402598740394 0.031924883951433003 0.036593554954379215 0.019611917028669268 0.029965086883748882 0.053399899414216634 0.023845527723096893 0.031980034444131888 0.051779254426946864 0.30570488986268174 0.062917652816395275 0.075848466629395261 0.061226785095641389 0.040705638994040783 0.10743976539743016 0.010931736876955256 0.022170656266098376 0.020919301081448793 0.048838928923942149 0.037301309384929482 0.028233059914782643 0.02908824740734417 0.19097737221272837 0.03004875356600667 0.024365417473745765 0.5468009867659025
leaf_count=30 57 28 5 165 229 10 73 10 7 19 22 27 49 121 19 30 21 41 47 4 25 7 19 28 4 17 168 24 26 1789
internal_value=0 -0.000530712 -0.000122148 0.00035149 -0.000264292 -0.000312306 -0.000115551 0.000613144 6.61816e-06 -0.00067333 0.000782602 0.000982526 -0.00015478 -0.000391464 -0.000522767 -0.000199824 -0.000695688 8.78722e-05 0.000335137 -0.000870339 -3.38207e-05 5.7889e-05 0.00014404 0.000287722 0.000438526 0.000592815 0.000747805 -0.000906284 -0.000763634 -0.00094736
internal_weight=0 1.2981 1.1214 0.258859 0.862546 0.837332 0.583123 0.210918 0.272274 1.02582 0.191306 0.16746 0.242309 0.422022 0.368623 0.546529 0.137075 0.19053 0.149824 0.6038 0.409454 0.377529 0.355358 0.306519 0.269218 0.240985 0.220066 0.592868 0.254209 0.57685
internal_count=3121 2178 943 229 714 657 402 224 174 2004 214 192 167 159 140 329 51 118 77 1845 278 268 243 224 196 192 185 1841 255 1813
is_linear=0
shrinkage=0.00131955


Tree=622
num_leaves=31
num_cat=0
split_feature=12 43 1 43 42 13 133 15 52 43 448 12 42 52 131 13 13 148 48 1 51 1 3 15 148 15 47 132 1 2
split_gain=0.0419115 0.0441421 0.0415631 0.0352923 0.0349987 0.0343932 0.0401218 0.0396555 0.0314861 0.0288515 0.0316796 0.0287451 0.0333046 0.030645 0.0312735 0.0323102 0.0343467 0.0273808 0.0295335 0.028678 0.0443855 0.0374161 0.0400973 0.0258592 0.0244845 0.0267906 0.0237496 0.024842 0.0244285 0.0235778
threshold=0.084100000000000022 -0.04890499999999999 0.12958500000000003 -1.0000000180025095e-35 0.091735000000000025 -0.097224999999999992 -0.0061299999999999992 0.024640000000000006 0.19022000000000003 -0.090869999999999992 -0.08020999999999999 0.085635000000000003 -1.0000000180025095e-35 -0.51296999999999993 0.092225000000000015 -0.53104499999999988 -0.47860499999999995 -0.043434999999999994 0.12649500000000002 0.094465000000000007 -0.071649999999999978 0.086560000000000012 0.090900000000000009 -0.094329999999999983 -1.0000000180025095e-35 0.19724500000000003 0.11518500000000002 0.081465000000000024 0.090405000000000013 0.10912000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 4 -3 11 6 -5 17 9 29 -11 -2 26 -14 15 -15 -17 -7 19 21 -21 -19 -23 -22 -6 -26 27 -13 -29 -1
right_child=2 3 -4 5 24 7 -8 -9 -10 10 -12 12 13 14 -16 16 -18 18 -20 20 23 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-8.2977352565396584e-05 -0.001069030978352185 -0.00093915501324976695 0.00060532351800689937 -0.00089459675715056859 0.0010046632634181944 0.0007314716461335794 0.00074712486580506745 -0.0009228412925314822 -0.00083534502462872368 -0.00070804674520289466 0.0010728628540315089 -0.0012227724036222493 -0.001220287351581961 -0.0012351912102171935 -0.0012236755212143013 0.0011751664969581841 9.9553723338200671e-05 0.000219771291264013 -0.00075797694356910354 -0.00072916396502466197 0.00019863555052476543 -0.0012276812391877777 2.8638755519716517e-05 0.0011513286073989647 -0.0011084162627268946 0.00071175838308501092 0.00066549600672143408 -0.0012197878929558819 0.0010425532857420376 0.0009701572631359794
leaf_weight=0.12256291058656643 0.052932450515072449 0.061596661880685133 0.078212348291344824 0.026009063336459803 0.01012929760327097 0.067609718433232047 0.14804060444294009 0.077960432980034966 0.026195292884949595 0.016415056597907096 0.15508093676999124 0.084266365174698987 0.028810625946789514 0.023909934752737172 0.026180367056440446 0.049654557871690486 0.3957410733778487 0.14539691716163383 0.083808389681507833 0.043936449565080693 0.090300998737802729 0.081469240696605993 0.070360654564865399 0.079720881738467142 0.14010053858055471 0.013144819415174425 0.016801047211629339 0.01230357343047217 0.016748754842410563 0.042564357987430412
leaf_count=92 239 103 59 40 9 40 125 68 16 5 271 542 115 3 26 10 469 72 28 20 52 32 22 25 490 4 13 90 13 28
internal_value=0 8.89518e-05 -0.000245939 -4.59851e-05 -0.000322404 1.41675e-05 0.000501795 -0.000100436 0.000452017 0.000552196 0.0009024 -0.000204945 -0.000135053 1.95121e-06 7.30197e-05 0.000145356 0.000219468 -3.6739e-06 -8.72092e-05 2.27626e-05 0.000363085 -0.000222218 -0.00064548 0.00064534 -0.000830957 -0.000952288 -0.000687089 -0.000887628 8.44586e-05 0.000188486
internal_weight=0 1.33903 0.948936 0.97621 0.870723 0.914613 0.17405 0.740564 0.362819 0.336623 0.171496 0.707349 0.654416 0.524297 0.495486 0.469306 0.445396 0.662603 0.594994 0.511185 0.213958 0.297227 0.15183 0.170022 0.163375 0.153245 0.13012 0.113319 0.0290523 0.165127
internal_count=3121 1039 2082 627 2023 524 165 359 412 396 276 1520 1281 623 508 482 479 291 251 223 97 126 54 77 503 494 658 645 103 120
is_linear=0
shrinkage=0.00121906


Tree=623
num_leaves=31
num_cat=0
split_feature=1213 475 1446 156 151 1348 14 1456 452 11 3 1 1374 0 52 3 43 2 4 15 1375 47 40 15 42 1213 132 130 1 0
split_gain=0.00863387 0.014345 0.00868444 0.00852231 0.00866272 0.00916059 0.0135913 0.00980156 0.00973298 0.00967218 0.0128111 0.0154668 0.0123714 0.0131591 0.0107454 0.0106774 0.00986751 0.00963258 0.0106491 0.0207662 0.0164321 0.00956672 0.0093937 0.0162876 0.0185966 0.0124383 0.0121764 0.0119975 0.00877032 0.00637611
threshold=-1.0000000180025095e-35 -0.086004999999999984 0.11581000000000001 -1.0000000180025095e-35 -0.5225749999999999 0.090205000000000021 0.08840000000000002 -1.0000000180025095e-35 0.085195000000000007 0.089270000000000002 -0.12018999999999998 0.094385000000000011 -0.094929999999999987 -0.23091999999999999 0.11434500000000002 0.084940000000000015 0.097930000000000017 0.14445500000000003 0.033845000000000007 0.024640000000000006 -1.0000000180025095e-35 0.09055500000000001 -0.07334499999999998 0.040760000000000005 0.081660000000000024 0.039620000000000009 0.12527000000000002 -0.076894999999999977 0.11829500000000003 -0.16360999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 6 7 8 -6 10 16 12 -12 -14 15 22 -9 18 19 21 -20 -13 -15 27 26 -26 -25 -24 -11 -3
right_child=2 29 -4 4 5 -7 -8 9 -10 28 11 17 13 14 -16 -17 -18 -19 20 -21 -22 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=0.0038151688607688992 -0.0038115208062940668 0.0038169437505278202 -0.0038170801747645041 -0.0033590456515823161 -0.0038131009185166345 0.0035444961224513757 -0.0034478268453185948 0.0021935888242457556 0.003821471681615631 -0.0028828208247635261 -0.0038217249742418672 0.00309495699242143 0.003343104042114456 0.0014659460355661122 -0.0034784074966668537 0.00083217157769854768 -0.001376921937285629 0.003814103263595135 -0.0035198589634366935 -0.0020408917499834442 0.00044122053480203283 -0.00057678998546027845 0.0021162886012984368 -0.0038173907837283105 0.0024228280918751391 -0.003812034028414622 0.0029512590243901968 -0.0034725675390487316 0.0015859294182786355 -0.0038132744047431667
leaf_weight=0.0049702541437000028 0.0081680628561002777 0.0017089354805648318 0.0084954456474974904 0.010339603699321742 0.015150300494042312 0.011384472936697421 0.015342190422416024 0.078287891792570008 0.002886394038796424 0.024904015635001997 0.015432196157235012 0.063613960589918861 0.013567040598900348 0.020522082126717578 0.01653197444147736 0.078696844504975161 0.013121603688887262 0.014500123096922835 0.017144287237897515 0.018108438375747937 0.13448234590487118 0.012294090649447753 0.0062885384331821106 0.020925451426023756 0.034645980172626878 0.0053651182562362001 0.0047313796517300935 0.049275927638007033 0.0085711690117022954 0.022867104222370926
leaf_count=4 153 1 42 47 209 33 38 138 1 62 27 150 13 35 182 59 17 98 14 73 248 31 13 251 108 80 9 478 21 486
internal_value=0 -0.0020887 1.27713e-05 5.83224e-05 0.000103087 0.000154537 9.81463e-05 0.00017946 -0.00259135 0.000256228 0.000364364 0.000135601 -0.000510509 -0.000306561 -0.0005155 -0.000293307 0.00168105 0.000796215 0.000618071 0.00162561 -6.65517e-06 0.00250028 -0.000918131 -0.00132171 -3.69717e-05 0.00158679 -0.00256918 -0.00284005 -0.00173862 -0.00328269
internal_weight=0 0.0295463 0.722777 0.714281 0.706113 0.695774 0.684389 0.669047 0.0180367 0.65101 0.617535 0.526126 0.265983 0.25055 0.236983 0.220451 0.0914095 0.260143 0.245643 0.0940165 0.151627 0.0759081 0.141754 0.121232 0.0656679 0.0400111 0.0256568 0.0555645 0.0334752 0.024576
internal_count=3121 491 2630 2588 2435 2388 2355 2317 210 2107 2024 1869 1255 1228 1215 1033 155 614 516 254 262 181 974 939 448 188 260 491 83 487
is_linear=0
shrinkage=0.00381041


Tree=624
num_leaves=31
num_cat=0
split_feature=31 45 1374 150 148 15 48 1374 49 14 157 157 1213 0 1 48 48 4 16 52 13 1 133 15 0 14 47 403 52 15
split_gain=0.00836972 0.00820071 0.00859503 0.00791979 0.0114927 0.0161803 0.011757 0.0208902 0.0116457 0.00988685 0.0109194 0.0139191 0.0127977 0.0127708 0.015169 0.0130244 0.0105329 0.0100358 0.0158613 0.010081 0.0128154 0.00963364 0.0137588 0.0125445 0.0116305 0.0219986 0.0126111 0.012396 0.0100917 0.00957329
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.093235000000000012 0.081835000000000019 -1.0000000180025095e-35 -0.07490999999999999 0.093675000000000022 -0.094929999999999987 -0.087004999999999985 0.062655000000000016 -0.076494999999999994 -0.23223999999999997 -1.0000000180025095e-35 -0.062294999999999996 0.14000500000000002 0.093265000000000015 0.12933000000000003 -0.49405499999999997 0.38525000000000004 0.11434500000000002 -1.0000000180025095e-35 0.077565000000000009 0.083950000000000011 0.083935000000000023 -0.10607499999999999 -0.10708499999999999 0.096300000000000011 0.03138500000000001 -0.014264999999999998 -0.090344999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 9 -5 6 7 -6 -9 10 11 -3 -12 14 16 17 21 18 -15 20 -19 22 -14 -24 25 -23 28 -26 -27 -10
right_child=1 2 -4 4 5 -7 -8 8 29 -11 12 -13 13 15 -16 -17 -18 19 -20 -21 -22 24 23 -25 27 26 -28 -29 -30 -31
leaf_value=0.0035973452215201898 0.0035939533313255837 -0.0035927983325956918 -0.0029281235277985223 0.0033286896436514135 -0.0036009097888495146 -0.0017071421722076742 0.0032899769757209888 -0.0021229665638239619 0.0029372059794903708 -0.0031968145995411815 -0.0035927295741753052 0.0020160236003945171 -0.0035953978049321207 -0.0035358365780456709 0.0033870289248174703 0.0033693386333835933 -0.0035955188991600722 0.0025747660954794074 0.0010373721963650717 -0.0015537509483423597 -0.00010792897317313177 -0.0029626859495078769 -0.0035924241018465549 0.0012406176498790428 -0.0021119723181854525 -0.00037533339637541594 -0.00028937905496681456 0.0019609828220419939 0.0032077659128875182 -0.00090335843566356874
leaf_weight=0.0079606335627886438 0.007644662694019643 0.0064979704217194003 0.014022325992300466 0.018026773010205943 0.013921497724368237 0.03798176357435068 0.023165621583757456 0.01049987274814157 0.036500632271327049 0.014696553505018528 0.015507257506840233 0.046710188786335038 0.031973744178287689 0.020976149728085147 0.011035835763323121 0.018242605093746533 0.017576475614077935 0.045279693300699364 0.018315069999061961 0.020800090854663722 0.046569851400818152 0.021149593483642093 0.010074089746581194 0.022142808478633924 0.060448838374782099 0.013699999619348091 0.046616551799161243 0.011460487925432972 0.03893531791982241 0.010856783470444498
leaf_count=86 23 79 41 54 10 135 40 14 60 88 451 197 400 48 41 34 34 105 48 48 77 31 276 186 356 32 38 11 42 36
internal_value=0 -0.000104935 -0.000145119 -8.85346e-05 0.000638351 0.000273501 0.00106584 0.000348033 0.00129822 -0.000292217 -0.000210754 0.00133105 -0.000385002 -0.000275748 -0.000740352 0.000502617 -0.000906542 0.000158427 -0.0014041 0.000703422 0.00121458 -0.000722283 -0.00192673 -0.000270654 -0.000320256 0.000362154 0.00107064 -0.00146285 0.00227515 0.00205675
internal_weight=0 0.711329 0.703684 0.689662 0.150953 0.132926 0.0949444 0.0717788 0.0578573 0.538709 0.524013 0.0532082 0.470804 0.455297 0.285114 0.170183 0.274078 0.151941 0.0392912 0.11265 0.0918495 0.256501 0.0641906 0.0322169 0.192311 0.120401 0.0992519 0.0719093 0.0526353 0.0473574
internal_count=3121 3035 3012 2971 349 295 160 120 110 2622 2534 276 2258 1807 1447 360 1406 326 96 230 182 1372 862 462 510 143 112 367 74 96
is_linear=0
shrinkage=0.00359063


Tree=625
num_leaves=31
num_cat=0
split_feature=39 52 52 1 47 14 147 1 51 11 158 3 13 0 150 43 13 150 12 129 475 4 43 157 16 1374 4 3 39 4
split_gain=0.00773286 0.00851462 0.0092435 0.0133033 0.0121776 0.0109631 0.0101875 0.00993013 0.0128665 0.00956584 0.00944884 0.00948402 0.0117736 0.0104197 0.00991662 0.00935806 0.0102044 0.0084896 0.00843369 0.00805473 0.00854253 0.00813626 0.0142039 0.00781885 0.0115843 0.00780377 0.00755333 0.0103086 0.00760657 0.0135532
threshold=0.16946000000000003 -0.24456499999999998 0.19022000000000003 0.13436000000000001 0.11893500000000001 0.076175000000000007 1.0000000180025095e-35 0.094385000000000011 0.08955500000000001 0.090920000000000015 0.084765000000000021 -0.12018999999999998 0.14871000000000004 -0.23051499999999997 0.092010000000000022 -0.04890499999999999 0.25761500000000009 -0.082924999999999985 0.10345000000000001 0.08326500000000002 -0.082239999999999994 -1.0000000180025095e-35 0.15359500000000004 -0.016164999999999995 0.0028900000000000006 -0.41674499999999998 -0.52556499999999995 0.097915000000000016 0.091820000000000013 -0.39518999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 18 3 4 5 7 -4 8 10 15 11 12 -3 -13 19 16 -9 -12 25 20 -15 26 -23 -17 -25 -1 -22 28 29 -28
right_child=-2 2 6 -5 -6 -7 -8 9 -10 -11 17 13 -14 14 -16 23 -18 -19 -20 -21 21 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0035301821587540886 0.0035258893451693778 0.0025742859775604102 -0.0020703831905708736 0.0023778820738294638 -0.0023827102165038436 -0.0031531503576807444 0.0031349244021140919 0.0028806893449258102 -0.0027062113280352067 -0.0013760094536384934 0.0035289694800549587 0.0029457145883080614 -0.00051342264548596723 0.0031265552372295269 -0.0035277062884027325 0.0032277384945660821 -0.001538868164587451 -0.0035240133496768958 0.0010586134173039621 -0.0035241609146217704 -0.0035308259934063607 -0.0028550718045258989 0.001654673189227436 0.00062194632771875335 -0.0033023161324317362 -0.002532328277104587 -0.0031016618593382086 0.0030824900072225136 0.0035232747058249821 0.00039633722751107831
leaf_weight=0.0028113876469433299 0.007373006551006255 0.039100826280900947 0.041441480362095717 0.031227070946442836 0.02503707739742822 0.012295926201431939 0.0052494496339932075 0.04867075082916017 0.023106126632796986 0.021531630191020668 0.0024704725947231046 0.012398439437674824 0.025143718043636909 0.010086156905856569 0.011677826219056442 0.012045542161104095 0.0074672434639069243 0.014692569612350326 0.013278410092141257 0.0085159355818973381 0.0062143876602931405 0.029833851950286316 0.012191182662036226 0.093839674838363862 0.010349807121201593 0.041035437519667539 0.016771133667361937 0.01592948377947323 0.0071775868655095101 0.075596483272533987
leaf_count=1 23 45 344 164 56 65 5 187 113 25 1 13 28 66 90 30 8 191 49 118 6 133 41 190 12 312 25 10 5 765
internal_value=0 -9.87952e-05 2.10156e-05 0.000143666 1.49772e-05 0.000131067 -0.00148515 0.000211063 -0.000178846 0.000836242 2.40639e-05 0.000184691 0.00136583 -0.000182968 -0.000382926 0.00111258 0.00229282 -0.0025088 -0.00139927 -0.000181495 -1.77098e-05 -0.000211423 -0.00154682 0.000542563 0.000232124 -0.00214361 0.000249755 0.000453211 3.24669e-05 -0.000238792
internal_weight=0 0.677187 0.620062 0.573371 0.542144 0.517107 0.0466909 0.504811 0.310906 0.193905 0.2878 0.270637 0.0642445 0.206392 0.193994 0.172373 0.056138 0.017163 0.0571252 0.182316 0.1738 0.163714 0.042025 0.116235 0.104189 0.0438468 0.121689 0.115475 0.0995452 0.0923676
internal_count=3121 3098 2736 2387 2223 2167 349 2102 1650 452 1537 1345 73 1272 1259 427 195 192 362 1169 1051 985 174 232 202 313 811 805 795 790
is_linear=0
shrinkage=0.00352023


Tree=626
num_leaves=31
num_cat=0
split_feature=12 1 3 3 15 132 0 133 13 14 15 47 1 3 48 124 15 0 52 159 160 160 4 16 15 47 4 3 2 1
split_gain=0.0324364 0.0337843 0.0265758 0.0266232 0.0311225 0.0261994 0.0254216 0.0224178 0.0469816 0.0304717 0.0242717 0.028496 0.0231182 0.0395654 0.0305841 0.0227625 0.0201975 0.0187357 0.0306084 0.0184452 0.0182626 0.017896 0.0177353 0.0203706 0.022064 0.025752 0.0150565 0.0173275 0.02139 0.0149808
threshold=0.084100000000000022 0.12958500000000003 0.10732000000000001 -0.097604999999999983 0.088345000000000021 0.081465000000000024 -0.082974999999999979 -0.0084449999999999994 -1.0000000180025095e-35 0.091685000000000016 0.024640000000000006 0.092710000000000015 0.094090000000000021 0.12178000000000001 0.086035000000000014 -0.53285499999999997 0.088495000000000018 -0.11242999999999999 0.10024500000000001 -0.50206999999999991 -0.26568499999999995 -0.066074999999999981 0.50822500000000004 -0.54165499999999989 -0.11033999999999998 0.085270000000000026 -0.42529999999999996 -0.10519499999999998 0.097220000000000015 0.077845000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 22 19 7 -6 21 9 15 11 12 14 -14 17 -9 -8 -10 -19 -5 -17 -1 23 -2 -25 26 -26 28 -28 -22
right_child=1 -3 -4 4 6 -7 16 8 10 -11 -12 -13 13 -15 -16 20 -18 18 -20 -21 29 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=0.00092665901360200812 0.0011588912537210468 0.00079791043076725301 0.00052124705931968433 0.0010169921576895905 0.00059762517090208118 0.0010143573097056166 0.0013128799676904103 -0.0014121443996473618 0.0006953849287289225 -0.0014061381213673807 -0.0010390238214920881 -0.00068049917425286614 0.0011022152368237871 -0.00035034692492171455 -0.00094588800046316865 -0.0014069127439067296 -0.0014012031816621933 -0.00093461264139786389 0.00094075615023483472 -0.0012296578337692053 0.00033442122044540255 -0.0011989714074885473 0.0011952128048341015 -0.0013044547476233647 -0.0014047554836203438 0.0011821494065842244 -0.00089471559292303242 0.00097659500137406343 0.00043055031546302899 0.0012771003674273682
leaf_weight=0.0095176258068931929 0.018487456909497268 0.053167341113294242 0.058816832603042712 0.0074920857741744831 0.04668264597171401 0.064066188127071655 0.0064711644563431028 0.0083040744066238403 0.079468484393146355 0.012446514789189678 0.046864741207173211 0.092090385560368304 0.10426221286070358 0.056803686144121457 0.061531477687822189 0.0061837775297135513 0.031786159267539915 0.04889297637691925 0.026216001668217359 0.16456229553841695 0.044077395406930009 0.042216940709295159 0.017915354343131185 0.040436379275888612 0.023406308015182731 0.024262597993583768 0.066156155729913735 0.021077746786431817 0.037372117021732265 0.13221366856396344
leaf_count=26 15 59 20 25 110 105 6 1 41 6 60 69 87 22 28 10 437 54 13 1089 130 94 16 32 83 17 107 37 29 293
internal_value=0 -0.000269253 -0.000369688 -0.000473227 -0.000789434 0.000153905 -9.58828e-05 8.24141e-05 0.000146445 0.000716753 -7.8113e-05 1.78516e-05 0.00018836 0.000589935 -0.000110934 0.000855251 -0.00094212 0.00022143 -0.000280035 -0.00113183 0.000958436 -0.000807918 -0.000147016 -0.000251024 -0.000373565 -0.000155066 -0.000374267 -0.000180697 -0.000416315 0.00104141
internal_weight=0 0.618093 0.564925 0.506108 0.256994 0.835156 0.08494 0.77109 0.719355 0.203225 0.51613 0.469265 0.377175 0.161066 0.216109 0.190779 0.0382573 0.154577 0.075109 0.172054 0.182475 0.0517346 0.249114 0.231199 0.212711 0.172275 0.148012 0.124606 0.103528 0.176291
internal_count=3121 2082 2023 2003 1667 1039 553 934 814 440 374 314 245 109 136 434 443 108 67 1114 433 120 336 320 305 273 256 173 136 423
is_linear=0
shrinkage=0.00140032


Tree=627
num_leaves=31
num_cat=0
split_feature=1 0 42 0 128 12 157 455 13 124 52 0 52 12 13 43 159 2 160 0 1375 13 124 1212 9 4 3 4 43 151
split_gain=0.0435807 0.0410931 0.0380328 0.042214 0.0340547 0.031755 0.0317131 0.0310165 0.0373611 0.0302786 0.0311947 0.0369596 0.0464691 0.0454258 0.0390775 0.0365809 0.0358761 0.0351076 0.0315349 0.0354037 0.030046 0.0295339 0.0293241 0.0276823 0.025857 0.024418 0.0231335 0.0223305 0.0215162 0.0296951
threshold=0.10781 -0.014954999999999998 0.093775000000000011 0.18019500000000002 0.086435000000000012 -0.064509999999999984 -0.084489999999999996 0.081825000000000009 0.41383500000000001 -0.082254999999999981 0.10160000000000001 -0.077999999999999986 -0.088204999999999992 0.088615000000000013 -0.50061499999999992 -0.27207999999999993 -0.47115499999999993 0.089775000000000008 0.083670000000000008 -0.13455999999999999 1.0000000180025095e-35 -0.092094999999999982 -0.51664499999999991 -0.45912999999999998 -0.036024999999999995 -0.083854999999999985 -0.084074999999999997 -0.35136499999999998 0.16180500000000003 -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=2 5 3 4 6 22 -1 8 -4 -8 11 13 -13 17 -15 -12 -17 18 19 -11 -19 28 -2 -21 -25 26 -26 -14 29 -7
right_child=1 -3 7 -5 -6 21 9 -9 -10 10 15 12 27 14 -16 16 -18 20 -20 23 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.00098398888653234329 -0.0012075437058496682 0.0011355024370679507 -0.0011720790554103756 0.00087631951795772247 -0.0011982474723737499 -0.00032288355523389737 0.00069661215995547063 0.00088525568479539828 0.0012077371535581726 0.00052574695459862378 0.0010239647435240245 -0.00033569324024815034 -3.0494044023598839e-05 0.0010341272653367488 -0.0010822986562445129 0.00070874650951671225 -0.001199660108223588 0.0004715155881150039 -0.0011986121776369298 0.0010466947393093201 -0.00057994535710605773 -0.00015814146487503624 0.00093298642919013082 0.0012066133899757473 -0.0011955918602208179 -0.0011452374036994048 0.0012122383144878052 0.00087783040846597384 -0.00048285375478141558 0.0012009669139895285
leaf_weight=0.056744455061561783 0.010151322931051254 0.061220653611599007 0.1099073545660757 0.060095482382166554 0.042692510968208697 0.025092751646297984 0.069377333165903443 0.01444926971453242 0.010306512005627155 0.07221791778283615 0.015862032381846802 0.10758954526136222 0.052461378305451944 0.014011709310580045 0.11263703386885027 0.016525999537407188 0.094705340538894234 0.20284477763379982 0.051058225684300851 0.014569511364243337 0.048007054090703605 0.41204194277815986 0.09192927311778476 0.009403252974152676 0.0096652898819229449 0.088317073221333198 0.013890875503420386 0.14695931878122814 0.024051965796388686 0.067143424450478051
leaf_count=202 1 114 409 21 177 19 85 16 1 31 8 168 31 4 319 34 251 122 78 7 17 215 152 1 149 316 1 89 9 74
internal_value=0 0.000200667 -0.000164583 -0.000101937 -0.000149364 0.000109882 -0.00011195 -0.000769188 -0.000968046 -6.85474e-05 -0.000118126 -4.32593e-05 0.000297347 -0.000207516 -0.000848149 -0.000673987 -0.000916122 -4.8419e-05 -0.000356957 -0.000150417 0.000270291 -8.02435e-06 0.000720123 -0.000509877 -0.000696875 -0.000856869 0.000224286 0.000638879 0.000523883 0.000786405
internal_weight=0 0.691631 1.4343 1.29964 1.23954 0.630411 1.19685 0.134663 0.120214 1.1401 1.07073 0.943633 0.30701 0.636623 0.126649 0.127093 0.111231 0.509974 0.259122 0.208064 0.250852 0.52833 0.102081 0.135846 0.121276 0.111873 0.0235562 0.199421 0.116288 0.0922362
internal_count=3121 584 2537 2111 2090 470 1913 426 410 1711 1626 1333 288 1045 323 293 285 722 583 505 139 317 153 474 467 466 150 120 102 93
is_linear=0
shrinkage=0.00119516


Tree=628
num_leaves=31
num_cat=0
split_feature=1 47 15 4 1426 11 150 0 49 3 148 4 51 3 4 42 4 42 12 12 0 16 2 1447 2 48 452 1212 1373 151
split_gain=0.0473623 0.0376051 0.0599844 0.0403505 0.0348143 0.0351431 0.0325014 0.0273486 0.0286839 0.0272891 0.0257473 0.0256802 0.0196388 0.0273105 0.0226011 0.0196094 0.0176105 0.0164612 0.0193381 0.0273325 0.0265332 0.0389527 0.0218727 0.0154551 0.0149688 0.0218894 0.0146711 0.0152905 0.0130915 0.0139599
threshold=0.094385000000000011 0.087885000000000019 -0.074054999999999996 0.26790000000000008 -1.0000000180025095e-35 0.087830000000000005 -0.050224999999999992 0.024095000000000002 0.006170000000000001 0.20828500000000003 -1.0000000180025095e-35 -0.27825499999999997 0.092790000000000011 0.090900000000000009 -0.15764999999999998 0.11457500000000002 0.40124500000000002 0.10306000000000001 0.10345000000000001 0.092355000000000007 -0.20211999999999997 -0.056919999999999991 0.10882500000000002 -1.0000000180025095e-35 0.096540000000000015 0.093265000000000015 0.085195000000000007 -0.50120999999999993 -0.47382999999999992 -0.5225749999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 4 6 -2 23 -4 8 12 10 -8 24 13 14 -1 -12 26 18 19 20 -3 22 -22 -6 25 -9 27 -16 -25 -30
right_child=1 17 3 -5 5 -7 9 11 -10 -11 15 -13 -14 -15 16 -17 -18 -19 -20 -21 21 -23 -24 28 -26 -27 -28 -29 29 -31
leaf_value=0.00062767064353243252 -0.0012863305911813487 -0.00093382894841974806 0.001125277589900767 0.0012694165247648169 -0.00043570326093427756 -0.00017697264550691768 0.00014063437197977882 -0.0012758373788119954 -0.0012567881674660209 0.00060126840801280374 -0.0010062002964999232 0.0007353739330390231 -0.0012736782596208598 8.374319531988097e-05 0.00067562716511537519 0.00035690852110811615 0.0012708395461860228 -0.0012173995740063885 0.00055422152425071546 -0.0012221943153561546 -1.9836857955949497e-05 -0.00079792310639585954 0.0011108065016650983 -0.00019792736568569573 -6.7972272486689143e-05 4.5449102718301914e-05 0.00091416784567438622 -0.00074737024902107538 -0.00066228285834513026 0.0012054960228757928
leaf_weight=0.023445388509571896 0.015684676240198314 0.065746471140300855 0.020840266632148996 0.02522752428194508 0.01238584028033074 0.060676593464449979 0.051004941880819388 0.050081838189726113 0.097542408612298459 0.031092422417714261 0.17361073761276191 0.044497379625681788 0.051551824262787704 0.12036051242830581 0.012481206988923188 0.018816785428498406 0.0075772636337205759 0.037266705265210476 0.035646566178911598 0.0572164461354987 0.065677333739586174 0.061853908902776311 0.047378348324855324 0.012929494027048349 0.14208485269773519 0.033769091314752586 0.00913007805502275 0.45355233308464449 0.0067149345995858303 0.15551778060398647
leaf_count=16 3 29 9 61 13 30 30 42 487 22 194 22 119 33 24 27 5 20 26 58 30 35 33 2 60 10 5 1355 5 316
internal_value=0 -0.000101996 9.84281e-05 -0.000270212 0.000546246 0.000662042 -0.000401714 -0.000492618 -0.000613709 -0.000517634 -0.000660546 -0.000145312 -0.000521205 -0.000459291 -0.000588414 -0.000872907 -0.000647476 -0.000417943 -0.000328613 -0.000434263 -0.00024693 1.12669e-05 0.000453983 0.000933485 -0.00031876 -0.000743719 -0.000678066 -0.00070926 0.0010303 0.00112819
internal_weight=0 0.955288 0.584502 0.320593 0.263909 0.248225 0.295365 1.04607 0.775641 0.274525 0.243432 0.270433 0.678099 0.626547 0.506186 0.192428 0.482741 0.370786 0.333519 0.297873 0.240656 0.17491 0.113056 0.187548 0.225936 0.0838509 0.475164 0.466034 0.175162 0.162233
internal_count=3121 943 712 343 369 366 282 2178 2044 273 251 134 1557 1438 1405 221 1389 231 211 185 127 98 63 336 112 52 1384 1379 323 321
is_linear=0
shrinkage=0.00126831


Tree=629
num_leaves=31
num_cat=0
split_feature=1213 475 1456 147 4 11 480 4 150 475 48 44 150 0 43 43 42 130 0 0 1 3 51 52 2 51 52 42 0 160
split_gain=0.00838356 0.0122792 0.00796697 0.007953 0.00951164 0.00980018 0.00816678 0.00848761 0.0128485 0.0113047 0.00910244 0.0115715 0.00966196 0.0112813 0.00937436 0.0158804 0.0102576 0.00981509 0.0111806 0.0182657 0.0129038 0.00903087 0.0117667 0.0104137 0.0188609 0.0109935 0.00834758 0.0087326 0.00989119 0.0104651
threshold=-1.0000000180025095e-35 -0.086004999999999984 -1.0000000180025095e-35 -1.0000000180025095e-35 0.51303500000000013 0.088215000000000002 0.08598500000000002 0.27834500000000006 -1.0000000180025095e-35 -1.0000000180025095e-35 0.13723000000000002 0.084760000000000016 0.15024000000000001 -0.23091999999999999 -0.074359999999999996 -0.0037449999999999996 0.091545000000000015 -0.23647499999999996 -0.10474999999999998 -0.08824499999999999 0.09253500000000002 0.31299000000000005 0.087505000000000013 -0.088204999999999992 0.10672500000000001 0.081440000000000026 -0.43320999999999993 -0.095859999999999987 -0.061629999999999997 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 5 6 7 10 -9 -10 11 12 13 -5 17 -16 21 -15 20 -20 -19 22 23 24 -17 -25 -21 -28 29 -29
right_child=2 -3 3 4 -6 -7 -8 8 9 -11 -12 -13 -14 14 15 16 -18 18 19 26 -22 -23 -24 25 -26 -27 27 28 -30 -31
leaf_value=0.0039684762096327013 -0.002507326945875341 -0.0034729066933581474 -0.0037331971243370274 0.0026200250657447809 0.0039662800355403363 -0.0020842456187443272 -0.0028362069998605481 -0.0020218443612725384 -0.0018334438099067401 0.0036784445351329964 0.0025953974028660918 -0.0037109844265893633 -0.0035391944311656911 -0.0038949241077647721 -0.003140212514831018 -0.0039732250629752244 -0.0029824426405618064 -0.001501699120384905 -0.0038809497031541784 -0.0039659484697819863 0.0038570338128515636 0.0039664731637641159 -0.0024877655761106642 0.00029383368102476004 0.0032743622402743059 0.0033236708594961847 -0.0014545629696390715 -0.0026321827270380429 0.0026714922204353134 0.001424152494031074
leaf_weight=0.0041452294681221238 0.019255078418211724 0.021881824213664913 0.0084821645718875516 0.027964141653683328 0.010003012881270479 0.031528485908893344 0.01375211235011875 0.011155221029184759 0.0070138166029209961 0.035180434577569031 0.022073580466894782 0.012905192601465387 0.011258318761974806 0.0070147958358575116 0.03053136410579782 0.019892639686304392 0.017986290899557389 0.009026028102653072 0.014402252937770754 0.0054457989136835741 0.032457951315336686 0.0092438116985249508 0.026868816050409805 0.13484967557212713 0.0078779322134323593 0.021873975076232455 0.018454789160614382 0.014396507354717869 0.053866459337768902 0.032700770995461426
leaf_count=4 258 487 22 18 120 103 193 20 13 147 32 24 8 11 346 69 110 46 129 79 51 44 72 259 27 9 62 149 70 139
internal_value=0 -0.00228775 5.65629e-06 8.03049e-05 0.000130868 6.99436e-05 0.000183483 0.000254537 0.00176189 0.00276222 0.00010312 -4.95761e-06 9.14459e-05 0.000175749 2.61465e-05 -0.00044817 -0.000103685 0.000705985 0.000884543 0.000346419 0.00269109 0.000131023 -3.67178e-05 0.000320241 -0.00191724 0.000716709 0.000834018 0.00105291 0.00151124 0.000184228
internal_weight=0 0.0260271 0.667461 0.648206 0.639724 0.629721 0.598193 0.584441 0.0533495 0.0421943 0.531091 0.509018 0.496112 0.484854 0.45689 0.269125 0.238593 0.187765 0.180751 0.139267 0.041484 0.220607 0.211363 0.184494 0.0277706 0.156724 0.124864 0.119419 0.100964 0.0470973
internal_count=3121 491 2630 2372 2350 2230 2127 1934 180 160 1754 1722 1698 1690 1672 936 590 736 725 628 97 480 436 364 96 268 499 420 358 288
is_linear=0
shrinkage=0.00396435


Tree=630
num_leaves=31
num_cat=0
split_feature=4 151 31 2 11 15 403 52 474 1375 15 0 0 51 47 4 52 3 3 1 1 151 12 3 3 1 2 40 40 16
split_gain=0.042891 0.0438839 0.0430656 0.0363596 0.0490284 0.0384987 0.0336473 0.0328684 0.0320994 0.031907 0.0329046 0.0361161 0.0425114 0.0298657 0.0356214 0.0268376 0.0421177 0.0389568 0.0537455 0.0304984 0.025634 0.0559738 0.0253107 0.0354886 0.0314363 0.0360769 0.0270981 0.0256683 0.0250238 0.0233956
threshold=0.27834500000000006 -0.27559499999999998 -1.0000000180025095e-35 0.088850000000000012 0.081790000000000015 0.095175000000000023 -1.0000000180025095e-35 0.19022000000000003 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.13578499999999996 -0.10607499999999999 -0.08824499999999999 0.11144500000000002 0.096475000000000019 -0.49405499999999997 0.10347000000000002 -0.097604999999999983 -0.055119999999999995 0.090475000000000014 0.12873500000000002 0.15288500000000002 -0.12529499999999996 0.14121000000000003 0.12178000000000001 0.093575000000000019 0.092875000000000013 -0.074429999999999982 0.051255000000000002 -0.36241499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 6 5 7 -4 15 -3 -8 -11 -12 -13 14 -10 16 -5 -17 19 -19 21 -7 -20 24 25 26 -24 -28 -14 -27
right_child=1 8 3 4 -6 20 9 -9 13 10 11 12 28 -15 -16 17 -18 18 22 -21 -22 -23 23 -25 -26 29 27 -29 -30 -31
leaf_value=0.0012785152037513466 -0.0011867807554876194 -0.0012851296656757505 -0.001133991644133889 -0.0012143453975769481 -0.001271671617637768 -0.0012792861031426393 -0.0012728851782977803 -0.0007938544779079699 0.0012196126271507481 -0.0012461243483362988 0.00035713284425002999 -0.0012722167833023313 -0.0002522851951724967 -0.0003785164685317837 0.00011067931783731955 0.00087743451078503175 0.00043738453230903114 -0.0012697760783438033 -0.00085385145801307634 0.0012746459164276755 0.00049634490659212734 0.00095923618934184247 0.00035652159769009452 0.00092039229444041196 -0.00079480584803352957 -7.3747353248922908e-05 0.0004538208000236559 -0.0010484433370105512 0.0010267455843591595 0.0010554632312619393
leaf_weight=0.034507785219830223 0.025498748407699168 0.014390360476681963 0.082870908743643557 0.051287431808304862 0.047254606613932881 0.091004110942321859 0.047661159816925536 0.056440624314745946 0.13979344475774258 0.044217322423719341 0.17957651959659404 0.064466181122042943 0.273065393422258 0.03753051751118619 0.069893432508251863 0.14507099677939539 0.048146057175472379 0.057367358784176647 0.030122517870950105 0.0087313055628328584 0.029142620347556658 0.022389321042282972 0.10593329291441489 0.12853063637885498 0.049269676790572703 0.040284427464939654 0.026125823624170152 0.061048217234201729 0.027043019188567996 0.1103986484449706
leaf_count=48 15 3 522 49 103 213 70 119 274 57 79 186 522 16 32 76 6 419 23 4 12 4 31 69 9 10 19 46 6 79
internal_value=0 0.000401484 -0.000125172 -0.000151678 -7.60943e-06 4.86736e-05 -0.000373833 0.00014382 0.000556292 -0.000274789 -0.000193937 -0.000108437 -0.000337761 0.00066348 0.00084998 0.000205193 -0.000414572 0.000285973 0.000147089 -0.000933671 -0.000564621 -0.000837294 0.000276571 0.000341854 0.000152672 0.000288458 -7.44749e-05 -0.000598219 -0.000137031 0.000753574
internal_weight=0 0.287107 1.86196 1.82745 1.10855 1.06129 0.718901 0.918757 0.261608 0.63603 0.588368 0.544151 0.364575 0.247217 0.209687 0.862316 0.0994335 0.762883 0.617812 0.0660987 0.142536 0.113393 0.551713 0.521591 0.39306 0.34379 0.193107 0.087174 0.300108 0.150683
internal_count=3121 340 2781 2733 1291 1188 1442 959 325 920 850 793 714 322 306 840 55 785 709 423 229 217 286 263 194 185 96 65 528 89
is_linear=0
shrinkage=0.00126831


Tree=631
num_leaves=31
num_cat=0
split_feature=31 45 1374 150 151 1375 4 150 456 52 1 4 42 13 11 0 159 3 4 130 2 3 475 0 43 15 1213 49 454 151
split_gain=0.00779932 0.00790641 0.00801147 0.007891 0.00967598 0.0118409 0.0157394 0.0120598 0.0118528 0.00902541 0.00874096 0.0128391 0.0106157 0.0155886 0.0110281 0.00917811 0.0104338 0.0130313 0.0140525 0.00856933 0.00840957 0.00960671 0.00927151 0.00896054 0.00811732 0.00865545 0.00772161 0.00950773 0.00834572 0.00989512
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.093235000000000012 0.081835000000000019 0.10280000000000002 -0.43996499999999994 0.0052350000000000009 0.08882000000000001 0.083075000000000024 -0.088204999999999992 0.10752500000000002 -1.0000000180025095e-35 0.091465000000000005 0.41383500000000001 0.081790000000000015 0.18019500000000002 0.091530000000000014 -0.10831999999999999 -0.49013999999999996 -1.0000000180025095e-35 0.073895000000000002 -0.15713499999999997 -0.079669999999999977 -0.26609999999999995 0.15359500000000004 0.091295000000000015 0.039620000000000009 -0.0060549999999999988 0.085470000000000004 0.10788000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 10 5 -5 7 9 -9 -7 11 12 14 -14 15 16 17 -3 -19 -20 -13 -22 -23 -24 -25 -26 27 28 29 -21
right_child=1 2 -4 4 -6 6 -8 8 -10 -11 -12 20 13 -15 -16 -17 -18 18 19 26 21 22 23 24 25 -27 -28 -29 -30 -31
leaf_value=0.0031941227438018523 0.0031912331156941334 0.0021199350730832919 -0.0025760895266759756 -0.0014265927823609817 -0.0022924058244963379 -0.0013442587532648555 0.0025638235586789475 -0.0027051491781640209 0.0022024155801557213 0.0024331852309501323 0.00031204529792153228 -0.0030840426934913706 -0.0031941288628299881 0.0032035212510209423 -0.0031907514661353746 0.0026297529438280547 -0.0021977901264663238 -0.0031967436134368908 -0.0031918923734677923 -0.0031916581881394762 0.002905640587778922 0.0024972491498628183 0.0015508221555469489 -0.0028472163042615839 -0.0031895284565259035 0.0021232796299763507 -0.0031895799701411398 0.0011538211809326352 0.0021326021525740185 0.0027141789700391972
leaf_weight=0.0073968262919379404 0.0073480419200677707 0.032244647427660311 0.013384244251483324 0.019984600439784117 0.010945165691282455 0.0087723525421097293 0.049839349783724174 0.019816793959876122 0.0066926255117323299 0.024081082725842862 0.17370698590002576 0.026114332622910297 0.02188194920273645 0.0047040740028023711 0.0099993969545266737 0.015106685648788698 0.01892613267489196 0.013707127240650152 0.0070737826645768101 0.015779512974859244 0.0059526464210648547 0.0059007606283216765 0.0076118239812785751 0.040710361948015361 0.0051280623787306476 0.0079502099788442138 0.0056993612058704448 0.08108118842312706 0.0062269250629469744 0.003529016894844971
leaf_count=86 23 88 41 8 47 26 108 66 36 58 399 82 351 1 86 10 118 44 158 105 9 20 10 287 64 12 126 642 5 5
internal_value=0 -9.78801e-05 -0.000134358 -8.40155e-05 0.000585966 0.000829832 0.00124277 0.000133652 -0.00146617 0.00142455 -0.000268455 -0.000569166 -0.000164304 -0.00206214 7.66809e-05 0.000240555 4.46835e-05 0.000301372 -0.000139201 0.000211836 -0.00153055 -0.000976744 -0.00132013 -0.00168699 -0.00214519 4.00984e-05 0.000426206 0.000619494 -0.00107712 -0.00211225
internal_weight=0 0.669899 0.662551 0.649167 0.140132 0.129187 0.109202 0.0593629 0.0265094 0.0328534 0.509035 0.335328 0.23596 0.026586 0.209374 0.199374 0.184268 0.165342 0.133097 0.11939 0.0993682 0.0732539 0.0673012 0.0614005 0.0537886 0.0130783 0.112316 0.106617 0.0255355 0.0193085
internal_count=3121 3035 3012 2971 349 302 294 186 102 84 2622 2223 1739 352 1387 1301 1291 1173 1085 1041 484 402 393 373 363 76 883 757 115 110
is_linear=0
shrinkage=0.00318838


Tree=632
num_leaves=31
num_cat=0
split_feature=4 151 12 3 15 151 50 52 52 132 133 13 52 4 1212 47 3 4 159 3 3 402 2 2 16 47 1 160 15 15
split_gain=0.0526919 0.0529307 0.0376554 0.0461929 0.0378174 0.037617 0.0364733 0.0349086 0.0566418 0.0343749 0.0435454 0.0430874 0.0400335 0.0348015 0.0285729 0.0266022 0.0220441 0.0281583 0.0336083 0.0290617 0.0327069 0.0272675 0.0219284 0.0327259 0.0308009 0.0208205 0.0205299 0.020359 0.0195652 0.0206419
threshold=0.27834500000000006 -0.27559499999999998 0.084100000000000022 0.10732000000000001 0.15614500000000003 -0.086944999999999981 0.11875500000000001 0.19022000000000003 0.077655000000000016 0.082230000000000011 -0.0061299999999999992 -1.0000000180025095e-35 -0.013374999999999998 -0.35136499999999998 -0.50120999999999993 0.082095000000000015 -0.097604999999999983 0.09173000000000002 -0.50206999999999991 -0.075944999999999985 -0.074084999999999998 -0.50169499999999989 0.090545000000000014 0.092480000000000021 -0.0057949999999999989 0.12794000000000003 0.077845000000000011 0.10580000000000002 0.092145000000000019 -0.11033999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 14 15 25 8 9 10 -7 12 26 -13 -4 -1 28 18 -18 -19 -21 -20 24 -24 -15 -3 -12 -25 29 -16
right_child=1 6 3 -5 -6 7 -8 -9 -10 -11 11 13 -14 22 16 -17 17 19 21 20 -22 -23 23 27 -26 -27 -28 -29 -30 -31
leaf_value=0.0011360929718454752 -0.0013102734266450908 0.0010223509349228518 0.00096033531294008334 0.00055743883069235187 0.00055631588234927268 -0.0014334467237277092 -0.00070607317497306348 -0.001107757431235528 0.00075259988402255336 0.00097256990068318749 -0.00040343709056448233 -0.0014349475297308195 -0.0004911352143700178 -0.0010657766296121522 -0.001435177152231208 -0.00047240475822814048 0.0010707503008415553 -0.0014326749966292907 0.00050425829429175031 0.0013837863591682556 -0.00057072268551575296 -0.0014233000859719873 0.001154210964690928 -0.00063102265567738616 0.00025249555889849448 -0.0006079449196525913 0.0013854769969366991 0.00039315026171513989 -0.0014368310063164638 -2.7389844271299161e-05
leaf_weight=0.094982411901582964 0.029478801734512672 0.21796442557297258 0.022482781260805607 0.093704373881337233 0.061341133590758545 0.058834438797930488 0.032748206169344485 0.060999934699793812 0.1683078796186237 0.049507805677421857 0.015730100893961207 0.05472453768379637 0.050668804617998831 0.10510962879197905 0.024022110770602012 0.026921960952677182 0.012961963816451427 0.031364345585643605 0.016069470873844804 0.029137358378648059 0.043609743485831132 0.21925669692473049 0.045983242365764454 0.096251836088413256 0.055119655695307523 0.017245771450689062 0.077909876185003668 0.067272395855979994 0.029286432305525523 0.18403955468147615
leaf_count=92 15 301 28 25 27 63 14 57 117 39 49 65 45 49 25 19 28 62 20 7 39 1476 11 47 24 10 93 10 34 230
internal_value=0 0.000506338 -0.000142722 -0.000382178 -0.000512893 3.59455e-05 0.000706188 -6.42386e-05 1.10548e-05 -0.000173269 -0.000263657 -0.000142652 0.000531575 -0.000371877 -0.00062002 0.000780864 -0.000680268 -0.000906897 -0.00116834 -0.00028339 0.000212116 -0.00129167 -0.000214532 8.96647e-05 -0.000612285 0.000902817 0.00108497 -0.000209687 -0.000343784 -0.000189928
internal_weight=0 0.297437 1.7956 0.767276 0.673572 1.02832 0.267958 0.90642 0.84542 0.677112 0.627605 0.56877 0.144309 0.424461 0.61223 0.121904 0.589748 0.3524 0.248288 0.104111 0.0727471 0.235326 0.369737 0.209507 0.160229 0.23521 0.09364 0.163524 0.237348 0.208062
internal_count=3121 340 2781 2001 1976 780 325 669 612 495 456 393 187 206 1949 111 1921 1632 1524 108 46 1496 141 68 73 311 142 57 289 255
is_linear=0
shrinkage=0.00142833


Tree=633
num_leaves=31
num_cat=0
split_feature=1213 475 15 474 50 480 1365 11 1456 452 475 1374 133 1 43 52 3 160 51 3 12 13 15 49 151 13 15 12 15 13
split_gain=0.00796268 0.0107074 0.00754627 0.0108714 0.0113065 0.00973377 0.00817287 0.00805707 0.00843999 0.0084584 0.00798913 0.0080343 0.00834103 0.00960068 0.0083481 0.0140188 0.0101567 0.0141327 0.0130782 0.0112213 0.0128725 0.00826731 0.0114525 0.0101307 0.00930618 0.00839474 0.0081803 0.00965429 0.00720781 0.00654175
threshold=-1.0000000180025095e-35 -0.086004999999999984 -0.24436499999999997 -1.0000000180025095e-35 0.11843500000000001 0.084710000000000021 0.088010000000000019 0.087830000000000005 -1.0000000180025095e-35 0.085195000000000007 1.0000000180025095e-35 0.10637000000000001 -0.25159999999999993 0.10060500000000001 -0.15582499999999996 0.11434500000000002 0.092670000000000016 0.086075000000000013 0.045645000000000005 -0.10831999999999999 0.088365000000000013 -0.076599999999999988 -0.11345499999999999 -0.24167999999999998 0.077805000000000013 -0.42195999999999995 0.090455000000000021 0.084100000000000022 0.050935000000000008 0.18141000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 11 12 -10 14 29 16 17 18 19 -16 26 25 -23 -24 -25 -15 27 -21 -19 -14
right_child=2 -3 5 4 -6 -7 -8 -9 10 -11 -12 -13 13 21 15 -17 -18 28 -20 20 -22 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.003454353001253832 -0.0034682995176162916 -0.0029702602605330367 -0.0034532427184883305 0.0025324253066708498 -0.0015472721846820003 -0.0034542843654719337 -0.003455370336245875 -0.0020784321453281031 -0.002514841941992091 0.0034598608132844324 -0.0030683576978155218 -0.0030285307299447893 0.0023267471382949776 -2.6231724336201716e-05 0.0011114882480303782 -0.0029619689653833268 0.0013077622090562726 -0.003260207267500574 0.002322803961859795 -8.397022521124673e-05 -0.0034542746154707848 -0.0020361513184774392 -0.0024331658286050814 0.0018250716713554796 -0.00061768873232001314 0.0030975749405910383 0.0024385062100933099 -0.0034523564422052838 -1.8423066137079218e-05 -0.0002822916711836352
leaf_weight=0.0036348626017570487 0.0053279993735486633 0.020605646752812845 0.013579506375492656 0.04038456008038338 0.010118472673639189 0.010171963307811893 0.0082651879542936513 0.021342453695524455 0.0124821739865979 0.0024954546242952338 0.0089825127278118089 0.0089414830122223066 0.029206490729848156 0.014506386842640495 0.041222749974622275 0.021047455712505325 0.053210655814382335 0.02668167099625407 0.025614015308292437 0.044061096316340809 0.020651522261573518 0.017965687551622977 0.0097425131934869569 0.07873305182738477 0.02431205982065876 0.034894216443035475 0.010626136726386903 0.013162480794790099 0.011774008730412788 0.018823992862508021
leaf_count=4 3 487 239 231 18 209 27 90 144 1 59 22 50 41 53 161 59 93 64 132 294 21 14 193 20 84 10 216 27 55
internal_value=0 -0.00200689 8.33209e-06 0.00122039 0.00171504 -0.000107841 -4.83646e-05 1.55833e-06 8.33543e-05 -0.00238006 0.000158546 0.00021454 0.000271542 0.00034163 -2.07795e-05 -0.000258198 -2.78068e-05 -0.000394519 6.92002e-05 -0.000375774 -0.00106852 0.000977481 0.000523047 0.000930696 0.00124874 0.00218028 -0.000342367 -0.000858761 -0.00226767 0.00130422
internal_weight=0 0.0242405 0.638328 0.055831 0.050503 0.582497 0.572325 0.56406 0.542717 0.016075 0.526642 0.51766 0.508718 0.496236 0.316082 0.268052 0.247004 0.193794 0.155338 0.129724 0.0885012 0.180154 0.130753 0.112788 0.103045 0.0494006 0.0678497 0.0572236 0.0384557 0.0480305
internal_count=3121 491 2630 252 249 2378 2169 2142 2052 240 1812 1753 1731 1587 1214 1109 948 889 769 705 652 373 248 227 213 125 358 348 120 105
is_linear=0
shrinkage=0.00345121


Tree=634
num_leaves=31
num_cat=0
split_feature=15 50 39 150 448 474 48 0 49 52 403 475 13 52 131 484 1 47 47 1429 150 43 42 160 151 1 2 2 48 43
split_gain=0.0366786 0.0397411 0.0355004 0.0326158 0.031863 0.0302216 0.0288254 0.0286996 0.0455694 0.0237881 0.0237553 0.0260867 0.0209591 0.0180195 0.0253826 0.0210844 0.0186096 0.0229419 0.0208393 0.0195107 0.0244928 0.0230509 0.0260224 0.0333336 0.0204108 0.0179986 0.0333029 0.0228286 0.0201295 0.0150687
threshold=-0.24436499999999997 0.11843500000000001 0.16946000000000003 0.081835000000000019 -0.013069999999999998 -1.0000000180025095e-35 0.082620000000000013 -0.0058249999999999994 0.0034800000000000005 0.13796000000000003 -1.0000000180025095e-35 -0.086424999999999988 -0.23438999999999996 -0.24164999999999998 0.10340500000000001 -0.0068949999999999992 0.13820500000000002 0.11893500000000001 0.11312500000000002 0.084690000000000015 -0.22665999999999997 -0.075574999999999989 -0.095859999999999987 -0.085764999999999994 -1.0000000180025095e-35 0.093575000000000019 0.11389000000000002 0.090790000000000023 0.085700000000000012 -0.52440999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 7 -5 -1 -6 10 29 -7 11 -2 -8 14 -12 -15 17 18 19 20 -17 22 -22 -24 -25 28 27 -27 -14 -9
right_child=2 -3 -4 4 6 9 12 8 -10 -11 13 -13 25 15 -16 16 -18 -19 -20 -21 21 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=-0.0013897818079193699 0.0012472453184221271 -0.0010216063362372746 0.0013785391919701885 0.0011692527036946518 -0.0010000133251996752 0.0011879265120750806 0.0013771671314657982 0.00062917729628090343 0.0012299142399201412 -0.00055710853917312526 -0.0013763706220358634 -0.0013759011728854327 0.00049547154215515512 -0.0012333439299476578 0.00041640450245298964 0.0010582882751575843 0.00052277208737109117 -0.0011971491511338294 0.00090903582422958301 0.00075888035536367216 -0.0013796002590704735 -0.00073907948601644705 -0.0011884080113385444 -0.00072282443649521308 0.00057693673125086618 -0.0004319760483091492 -0.00060897109212550496 0.0013668411030230928 -0.00075495059058872994 -0.00046775412938380079
leaf_weight=0.012026503682136536 0.0076439662079792461 0.033223847669432871 0.021049375154689076 0.036218959674442885 0.06584026480140881 0.090586131863347075 0.019706839506397955 0.02640261163469404 0.039840038407419343 0.017580725980224088 0.089275212388201464 0.10955449428729447 0.032280503161018714 0.064179819114542291 0.017862874807178741 0.01890893984091202 0.037990028733474901 0.072149356426962186 0.02278284027306654 0.025028877245858894 0.028603008954632969 0.36139741626675603 0.034137220492084452 0.028364859874272952 0.11547119883834922 0.017943299246326205 0.045668310180190019 0.051353229588130489 0.097715876120673784 0.22260878861379763
leaf_count=1 6 21 17 63 135 217 27 6 34 14 235 701 10 342 10 7 18 38 11 31 51 521 121 36 104 37 22 33 63 189
internal_value=0 0.000307393 -0.000393341 -0.000415424 -5.31704e-05 0.000674755 -0.00018713 -0.000515899 -0.000133336 0.0009043 -0.000622836 -0.00120481 1.50867e-05 -0.000548387 -0.00107747 -0.000478321 -0.000413263 -0.000463571 -0.000380181 -0.000428182 -0.000478806 -0.000529979 -0.000164166 3.11722e-05 0.00032062 -9.4491e-05 0.000301222 0.000901064 -0.000444448 -0.000351447
internal_weight=0 0.153417 1.70998 1.68893 0.366727 0.120193 0.330508 1.3222 0.288851 0.108167 1.03335 0.117198 0.264668 0.916152 0.107138 0.809014 0.744834 0.706844 0.634694 0.611912 0.586883 0.567974 0.206576 0.177973 0.143836 0.244961 0.114965 0.0692965 0.129996 0.249011
internal_count=3121 253 2868 2851 390 232 327 2461 229 231 2232 707 192 1525 245 1280 938 920 882 871 840 833 312 261 140 165 92 70 73 195
is_linear=0
shrinkage=0.00137286


Tree=635
num_leaves=31
num_cat=0
split_feature=39 42 123 2 123 1456 151 4 48 14 150 160 158 124 3 156 403 401 15 47 457 457 15 42 4 43 1375 43 151 48
split_gain=0.00744791 0.00821358 0.009218 0.00896179 0.00890866 0.00819268 0.00795179 0.00974295 0.0132996 0.0104837 0.00931839 0.0153026 0.00956179 0.00969469 0.0109438 0.00923964 0.00868293 0.00826386 0.00817769 0.007929 0.00796038 0.0155784 0.0109376 0.0115832 0.00967814 0.0121725 0.00926579 0.0100136 0.00982593 0.0106132
threshold=0.16946000000000003 -0.26584999999999998 1.0000000180025095e-35 0.094835000000000017 0.084785000000000013 1.0000000180025095e-35 -0.5145249999999999 0.27834500000000006 0.12230500000000001 -0.46885499999999997 -0.22665999999999997 -0.091944999999999985 0.094245000000000009 -1.0000000180025095e-35 0.14121000000000003 0.10499000000000001 -0.092474999999999988 0.082755000000000009 -0.070929999999999979 0.13827000000000003 -0.0029299999999999994 -0.23144499999999998 0.091650000000000023 0.088200000000000014 -0.49013999999999996 -0.52440999999999993 -0.43996499999999994 0.18116500000000002 0.10561000000000002 0.095425000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 6 -3 10 9 -9 -8 17 13 -13 15 16 -15 -12 -16 20 21 -18 24 -24 25 -22 -26 28 29 -28
right_child=-2 2 3 -5 -6 -7 7 8 -10 -11 11 12 -14 14 18 -17 19 -19 -20 -21 22 -23 23 -25 26 -27 27 -29 -30 -31
leaf_value=-0.0032563218953471544 0.0032572312259295522 -0.0032544386310399899 0.0032541473130478756 0.0020270842486735342 -0.0019906559663198367 -0.003253424484027565 0.0024001146055746786 -0.0010301084293152967 -0.0032560187386708648 0.0021892466001147506 -0.0030443552397779535 -0.002525597620596 -0.0031469213639859724 -0.0032527572333372755 0.003258389490617521 -0.0032565417861776368 0.0021959480435053483 0.0026274194889182537 0.00050201929910724974 -0.0032597906848964046 0.0026830101053343007 -0.0030493437724011842 -0.0032584013426367993 0.000513516541376108 -0.001450669275634941 -0.0032573597732588042 0.00073650514205559595 -0.003255306387337089 -0.0032562533298244926 0.0028696342443494806
leaf_weight=0.0086532362952311814 0.0070264614500956659 0.0085526792124710482 0.0045345589289809132 0.04007498268629206 0.014001785687128177 0.0090975859422997019 0.013551815638493281 0.013611498314730852 0.0068917856988264239 0.049986567194764575 0.028881129090450486 0.016745808684845542 0.011176909054938733 0.0090796326450117704 0.016815715601296688 0.010183807105534015 0.0083498825661081355 0.002999116388764377 0.03524338116767467 0.0078552776803917368 0.0048560628783889106 0.021176457277306326 0.018648461886868972 0.015997725651800465 0.021351411385694519 0.014669172182493639 0.18704871377457266 0.006293008693887713 0.0058431697934793183 0.028416700563184349
leaf_count=18 23 45 31 153 78 267 12 22 9 183 314 41 115 302 40 119 14 11 37 12 2 91 97 131 8 69 715 96 19 47
internal_value=0 -0.000109342 -6.62501e-05 0.00116221 -0.000707616 -0.000191837 -0.000142472 -9.45736e-05 0.00103521 0.00150023 -0.000258714 -0.000335113 -0.000177385 -9.99416e-05 -1.30936e-06 -0.000202975 -0.000114021 -0.00251079 0.00139236 -3.03266e-05 4.59345e-05 -0.001566 0.000202948 -0.00151673 0.000424867 -0.00177995 0.00059779 0.000789957 0.000904985 0.00101783
internal_weight=0 0.640588 0.631935 0.0586113 0.0185363 0.573323 0.564226 0.555673 0.0704899 0.0635981 0.485183 0.471632 0.439751 0.428574 0.411829 0.359769 0.349586 0.0318802 0.0520591 0.340506 0.332651 0.0295263 0.303124 0.0346462 0.268478 0.0195252 0.248953 0.227602 0.221309 0.215465
internal_count=3121 3098 3080 262 109 2818 2551 2506 214 205 2292 2280 1955 1840 1799 1722 1603 325 77 1301 1289 105 1184 228 956 71 885 877 781 762
is_linear=0
shrinkage=0.00325215


Tree=636
num_leaves=31
num_cat=0
split_feature=1213 475 160 16 375 124 38 3 1366 151 4 47 11 483 156 14 128 367 47 52 43 4 2 160 4 43 3 4 49 1
split_gain=0.00722233 0.00950374 0.00713889 0.00761924 0.00724454 0.00837605 0.012456 0.0116228 0.0104985 0.00905011 0.00876354 0.0125645 0.00967715 0.00975593 0.00982015 0.00958877 0.00865466 0.00741637 0.00769848 0.00837245 0.00807809 0.00757664 0.00978215 0.010623 0.00826017 0.00807263 0.00910396 0.00783716 0.0078027 0.00747799
threshold=-1.0000000180025095e-35 -0.086004999999999984 -0.40698999999999991 0.25084500000000004 0.087420000000000012 -1.0000000180025095e-35 0.095410000000000009 0.31299000000000005 -1.0000000180025095e-35 -0.40381499999999992 0.24564500000000003 0.12794000000000003 0.081790000000000015 0.088070000000000009 0.10499000000000001 -0.46885499999999997 0.086435000000000012 -1.0000000180025095e-35 0.10254000000000001 -0.11592499999999999 -0.15582499999999996 -0.27825499999999997 0.089885000000000007 0.083670000000000008 0.033845000000000007 1.0000000180025095e-35 0.090900000000000009 -0.083854999999999985 -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 -1 3 -2 5 6 -4 8 -7 -10 12 15 13 14 16 -12 17 -11 19 -19 -21 -22 23 25 -24 26 27 -23 -26 -29
right_child=2 -3 4 -5 -6 7 -8 -9 9 10 11 -13 -14 -15 -16 -17 -18 18 -20 20 21 22 24 -25 28 -27 -28 29 -30 -31
leaf_value=0.0037387500416034016 -0.0032939905125930319 -0.0031592806193896038 0.002127928836253257 0.0037288932868947433 -0.0031203682685448622 -0.0037396521576341488 -0.0037473544385270151 0.0037377104109578038 -0.0037384655378034496 -0.0037470726247144466 -0.0014068045357338991 -0.0029982287951934327 -0.003451347038881314 -0.0032455184040001365 -0.0037405088210890991 0.0020068849347619194 -0.0037403337465059749 -0.0016903344930254383 0.0021497237521530123 0.0020583598127091505 -0.0013943955251451241 0.0023290447373665417 0.0017229681556960635 -0.0036136349539024645 -0.0035987148538376506 -0.003738507884072506 0.0035165915257843287 -0.0037384931276886113 0.00085233932255349989 -0.00013422922834794134
leaf_weight=0.0032598571851849547 0.015517546592832332 0.019228810186518785 0.048655610052037446 0.002503720211734616 0.0097698004788071557 0.010862480264279384 0.0056171160308622339 0.011218008993864714 0.0090003532980063028 0.0065050868906837414 0.01356660615419969 0.0096912222070386633 0.012448573980236688 0.013297012375005579 0.0094718918281273545 0.07476985988364504 0.007944645072370804 0.032298064527594761 0.028161097254837841 0.032858694712103897 0.040305607675236388 0.013891058168667314 0.082237863257091703 0.013059867526067137 0.0086854206356292707 0.0073179673306640316 0.010977752003782371 0.0099676669586870048 0.014968110926758982 0.041395510777078925
leaf_count=4 213 487 225 2 28 54 13 99 51 4 22 11 108 184 76 188 106 218 69 63 47 96 212 49 14 94 12 163 63 146
internal_value=0 -0.00215937 -2.8287e-06 -0.00231829 6.92467e-05 0.000123996 0.00151985 -2.31328e-05 -0.000106894 -2.68229e-05 4.22237e-05 0.00103963 -0.000211212 -0.000103174 1.28769e-05 0.00148261 0.000114287 0.000203665 0.000280124 0.000109162 0.000319999 8.47487e-05 0.000379156 -0.00048044 0.00116341 9.31593e-06 0.000369092 -0.000160413 -0.000782058 -0.000833682
internal_weight=0 0.0224887 0.596964 0.0180213 0.578943 0.569173 0.0542727 0.5149 0.503682 0.49282 0.48382 0.0980277 0.385792 0.373343 0.360046 0.0883365 0.350574 0.34263 0.336125 0.307964 0.275666 0.242807 0.202501 0.0966098 0.105891 0.08355 0.076232 0.0652542 0.0236535 0.0513632
internal_count=3121 491 2630 215 2415 2387 238 2149 2050 1996 1945 221 1724 1616 1432 210 1356 1250 1246 1177 959 896 849 560 289 511 417 405 77 309
is_linear=0
shrinkage=0.0037357


Tree=637
num_leaves=31
num_cat=0
split_feature=31 45 2 1 1452 16 160 457 15 457 4 2 2 40 1 0 1 160 2 16 13 3 12 1 160 0 15 15 47 2
split_gain=0.00701248 0.00648376 0.00707844 0.00876854 0.00838083 0.00813903 0.00771754 0.00725935 0.00928902 0.00908776 0.00951369 0.0130928 0.00921786 0.0133913 0.0121149 0.01369 0.0106839 0.0108762 0.00996118 0.01297 0.0089322 0.00862815 0.0110267 0.00723852 0.00675347 0.00829231 0.00828754 0.0123417 0.0107743 0.00663156
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.088850000000000012 0.13075500000000004 0.081315000000000012 0.51524500000000006 -0.40698999999999991 -0.14786499999999997 0.097485000000000016 -0.065884999999999985 -0.49405499999999997 0.11093500000000002 0.11215000000000001 -0.010334999999999999 0.093575000000000019 -0.059114999999999994 0.13436000000000001 -0.083899999999999988 0.095040000000000013 -0.091354999999999978 -0.099939999999999987 0.12178000000000001 0.090695000000000012 0.104035 0.092070000000000013 1.0000000180025095e-35 -0.11713499999999999 -0.10653 0.086380000000000012 0.090310000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 24 6 -5 -4 -8 9 -9 11 -11 14 -14 15 18 17 -15 19 -12 -21 22 23 -19 25 26 -3 -28 -29 -10
right_child=1 2 4 5 -6 -7 7 8 29 10 12 -13 13 16 -16 -17 -18 21 -20 20 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.0038931218250124566 0.0038894570323933959 -0.0032043749376570226 -0.0031109921507191766 0.0034078380123026787 -0.0038920016724060926 -0.00080366836396489165 0.0034462507210934897 -0.0022703321295674413 0.0038408781784551507 -0.0029584777160773525 0.0026941629874664319 0.0027651285679373841 0.0034138780845260389 0.0034243254723253522 0.0032897895586889974 0.0024908086191389894 0.0029042461973887343 -0.001067965249437187 -0.0029330970530796058 0.0027353987298687032 -0.0026077234489713368 -0.0028885372989850911 -0.0027367687080831933 0.0033451739623618919 -0.0038905129026933854 0.0022188383529878741 0.0028733759214460224 -0.00062526255608120888 -0.0038905342126731562 -0.0022833376957525791
leaf_weight=0.0066303660552193824 0.0060109619039394593 0.023621416936975947 0.010066623576165057 0.013908338043165713 0.0075553705992206224 0.013818869156239089 0.011012063131147443 0.017495123331798368 0.0029350476897889157 0.022563256973626267 0.022875900581482256 0.0082426742546886089 0.014921531773325114 0.0074540706966672579 0.040789943906929693 0.043663782329531386 0.01180877275101011 0.009719327877746764 0.016481513776341217 0.0062225866895460049 0.019653424535192698 0.035387140990678745 0.015782753296264218 0.013292977057062672 0.011715038375541553 0.012417827525041503 0.013117105516812444 0.10745826156698968 0.017792420132082043 0.029677808868370903
leaf_count=86 23 97 122 39 77 15 26 54 3 88 63 17 108 24 102 34 63 15 156 6 222 48 92 39 88 51 8 1084 115 156
internal_value=0 -0.000126416 -0.000167932 -0.000730168 0.000159145 0.00130888 0.000244156 0.000340662 0.00023977 0.000449693 0.000614434 -0.00142703 0.00085814 -5.1895e-06 0.00148315 0.000806432 -0.000551155 -0.00105098 -0.000321 0.00056207 -0.00132283 -0.00150068 -0.000234729 0.00148127 -0.00103393 -0.000842053 -0.0010767 -0.00071347 -0.00108911 -0.00173218
internal_weight=0 0.587462 0.581451 0.213849 0.367602 0.0277272 0.360046 0.34998 0.338968 0.306355 0.28886 0.0308059 0.258054 0.108367 0.149687 0.108897 0.093445 0.0816363 0.0652334 0.0487519 0.025876 0.0741822 0.0387951 0.0230123 0.186122 0.174407 0.161989 0.138368 0.125251 0.0326129
internal_count=3121 3035 3012 1497 1515 54 1438 1316 1290 1131 1077 105 972 389 583 481 281 218 447 291 228 194 146 54 1443 1355 1304 1207 1199 159
is_linear=0
shrinkage=0.00388662


Tree=638
num_leaves=31
num_cat=0
split_feature=39 42 2 14 376 3 38 151 16 484 49 160 1426 42 133 457 2 15 2 130 52 33 13 4 1212 49 160 2 48 1374
split_gain=0.00654378 0.0067187 0.00761505 0.00678052 0.00910628 0.00801968 0.0106219 0.00817744 0.00810464 0.00727206 0.0078043 0.00845479 0.00779879 0.00838749 0.00749407 0.00947762 0.0138915 0.0106798 0.00999907 0.00999064 0.00911755 0.0101406 0.0125474 0.00990177 0.00903042 0.00844333 0.0103464 0.00797646 0.013138 0.0110941
threshold=0.16946000000000003 -0.26584999999999998 0.17025000000000004 0.076175000000000007 0.048375000000000008 0.30112000000000005 0.12566000000000002 -0.40381499999999992 -0.54165499999999989 0.085130000000000011 0.10542000000000001 -0.085764999999999994 -1.0000000180025095e-35 0.079510000000000011 -0.0061299999999999992 -0.0029299999999999994 0.11747 0.095175000000000023 0.09142500000000002 -1.0000000180025095e-35 0.11434500000000002 -1.0000000180025095e-35 -0.084034999999999985 0.24564500000000003 -0.50120999999999993 -0.08130999999999998 -0.066074999999999981 0.11237500000000002 0.094075000000000006 -0.094929999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 7 -7 -3 -9 10 11 -10 -11 -14 24 16 -16 19 -19 -17 21 -21 -23 27 -13 -26 -27 28 29 -24
right_child=-2 2 -4 -5 -6 6 -8 8 9 12 -12 14 13 -15 15 17 -18 18 -20 20 -22 22 23 -25 25 26 -28 -29 -30 -31
leaf_value=-0.003523798025762811 0.0035250058288376664 -0.0035223329888718169 0.0034995140841175224 -0.0022734144542415641 0.001715827071132104 0.003522435753699918 -0.0032791864814721442 0.0025126870711481702 -0.0025527873748040601 -0.003533952538744483 0.0013364033394542714 0.002818673208053821 0.0021716878407596701 -0.001572680736205257 -0.003361567337308179 -0.003525444509294024 0.0022673458195946847 0.0005924923865068721 -0.0035272831796784678 -0.003206577593492646 -0.0016878745631272302 0.0023260185309673582 -0.003528129787536131 0.002567361331071806 0.0014897349639017602 0.0025122994424859419 -0.003312487102675865 -0.0025938117419192328 0.0032480284510435034 0.00018070920375683455
leaf_weight=0.0070508230705854649 0.0062079075646579432 0.0092793286055439239 0.0073260088248616731 0.017435586154078919 0.034151814607639608 0.014197820393746952 0.0035583321296144268 0.013404027088427029 0.024603883273215388 0.0043081627254650803 0.029032963959764402 0.0050967965721611099 0.036856608808761848 0.0092799824879534754 0.023466514944345818 0.0083080848833674281 0.0070698577255825503 0.011888217631394582 0.018918111376478919 0.0081479281434440054 0.02317946275252325 0.049892344942918498 0.011314571474940749 0.020251195803098199 0.0069128153211295276 0.0042106004552806544 0.036863660788299057 0.013959093757080154 0.015400471587668108 0.08565902226305866
leaf_count=18 23 55 54 97 152 94 2 55 298 5 160 23 101 154 114 68 7 59 104 21 36 166 12 63 20 20 583 44 38 475
internal_value=0 -0.000109138 -6.56773e-05 -0.000113457 -4.22943e-05 -0.000163579 0.00215939 -0.000249995 -0.000185116 -0.000264658 -0.000421947 -0.000558029 0.000995579 0.00141854 -0.000418019 -0.000200583 -0.00205835 1.19517e-05 -0.00193745 0.000266297 0.000404583 0.000641612 0.000801198 0.0002822 -0.00163642 -0.00210961 -0.00271538 -8.41109e-05 0.000227644 -0.000252026
internal_weight=0 0.561024 0.553973 0.546647 0.529212 0.49506 0.0177562 0.477304 0.468024 0.45462 0.404176 0.375143 0.0504448 0.0461366 0.350539 0.297455 0.0305364 0.266919 0.0308063 0.236112 0.227804 0.204625 0.196477 0.146584 0.0530839 0.0479871 0.0410743 0.126333 0.112374 0.0969736
internal_count=3121 3098 3080 3026 2929 2777 96 2681 2626 2571 2311 2151 260 255 1853 1207 121 1086 163 923 855 819 798 632 646 623 603 569 525 487
is_linear=0
shrinkage=0.00352023


Tree=639
num_leaves=31
num_cat=0
split_feature=31 1 52 0 48 51 457 4 47 42 0 13 151 12 3 159 3 0 42 12 1 49 16 4 0 48 50 2 1 42
split_gain=0.0062407 0.00597776 0.00844137 0.00764659 0.00690913 0.0103213 0.00819783 0.00789888 0.00822235 0.00690259 0.0100298 0.00973889 0.00949836 0.00825543 0.0106013 0.0085097 0.00979406 0.010574 0.00918858 0.00757302 0.0114995 0.00873049 0.00793708 0.00689136 0.00877366 0.00780066 0.0065927 0.00772937 0.00647204 0.00613676
threshold=-1.0000000180025095e-35 0.098700000000000024 -0.43320999999999993 1.0000000180025095e-35 0.12879500000000002 0.12808000000000003 0.045365000000000009 -0.064804999999999988 0.087885000000000019 0.091735000000000025 0.18019500000000002 0.41383500000000001 -0.08236499999999998 0.10711000000000002 0.10299500000000002 0.091005000000000016 -0.10831999999999999 -0.060129999999999996 0.091295000000000015 0.084100000000000022 0.08844500000000001 -0.49452999999999997 -0.078464999999999993 -0.083854999999999985 -0.13027499999999997 0.086035000000000014 0.11843500000000001 0.11474000000000002 0.078340000000000007 -0.093284999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 9 -3 4 6 -6 7 -4 26 10 13 12 -11 14 15 16 17 28 19 23 21 -21 -22 -18 25 -25 27 29 -2 -9
right_child=1 2 3 -5 5 -7 -8 8 -10 11 -12 -13 -14 -15 -16 -17 18 -19 -20 20 22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0035255660019714603 -0.0035228499705786719 -0.0035219658736683041 -0.0026324853760811098 0.0028801857349852766 -0.0030820760994338683 0.00076705997525422683 0.0026460278247179701 -0.0019044549360246804 -0.0004107587826998529 0.0020719843663500413 0.0024028592934441325 0.0035329091689044289 -0.0034750827449750079 -0.0035277168287928254 0.0018003504311481511 -0.003122769598122137 0.0015402170581034175 0.0026549627734315769 0.0025406378880255972 0.0028584863024421732 0.0020701614175787286 -0.0035237905038160507 -0.0035211228846110591 0.0010442498459345678 -0.0028152959995038011 -0.0014808911380748419 -0.0015972675620268 0.0033739245646114699 0.0009731281603510036 0.0014469510672092294
leaf_weight=0.0059257954013673944 0.0071357180995619265 0.0068640691326891093 0.010774572619993705 0.014869054715973107 0.017384951112035196 0.017147690210549626 0.020463439953800844 0.0083132942527299747 0.066262742459684887 0.0045222747614843675 0.016642954869894311 0.003576145274564623 0.024819601951662662 0.010154635612082075 0.026819108524250623 0.014791141301486732 0.018849398102133819 0.02438063808995139 0.0099398380866659863 0.0028700933544314458 0.011382610952523464 0.035607223933681098 0.0043479128316903362 0.032024143513808667 0.020475680041954547 0.02878844904989819 0.0086806289291416761 0.021974521435367933 0.0089367594774785175 0.036485405199186971
leaf_count=86 54 109 18 82 28 36 79 7 117 18 17 1 441 103 39 157 74 41 31 3 42 891 87 50 175 32 23 149 34 97
internal_value=0 -0.000106929 0.000322932 0.000441622 0.000266869 -0.00117073 0.000553904 0.000273153 0.000494066 -0.000428864 -0.000245341 -0.00195169 -0.00262015 -0.000417167 -0.000288948 -0.00054419 -0.000357903 0.00119368 -0.000739961 -0.000951231 -0.00201104 -0.00304772 0.000524732 -0.000377523 -0.000822215 -0.000151142 0.00128867 0.00166385 -0.00102296 0.000825031
internal_weight=0 0.535285 0.22922 0.222356 0.207487 0.0345326 0.172955 0.152491 0.141717 0.306064 0.273146 0.032918 0.0293419 0.256503 0.246349 0.21953 0.204738 0.0404531 0.164285 0.154346 0.0542078 0.0384773 0.0157305 0.100138 0.0812883 0.0608126 0.0754538 0.0667732 0.0160725 0.0447987
internal_count=3121 3035 745 636 554 64 490 411 393 2290 1830 460 459 1813 1710 1671 1514 129 1385 1354 1023 894 129 331 257 82 276 253 88 104
is_linear=0
shrinkage=0.00352023


Tree=640
num_leaves=31
num_cat=0
split_feature=12 132 1 133 13 14 15 52 38 42 47 130 4 51 15 12 457 1209 130 11 0 13 2 0 15 403 160 1 3 48
split_gain=0.0324429 0.0365198 0.0318019 0.0309255 0.0542692 0.0370117 0.0296967 0.0287527 0.0293888 0.0273705 0.0270476 0.0233566 0.0301634 0.0250062 0.0228977 0.0228373 0.0282635 0.0220438 0.0212951 0.0242926 0.0235181 0.0253358 0.0326231 0.0258785 0.0281097 0.0237474 0.0271497 0.0208164 0.0512418 0.0254482
threshold=0.084100000000000022 0.081465000000000024 0.12958500000000003 -0.0084449999999999994 -1.0000000180025095e-35 0.091685000000000016 0.024640000000000006 0.31405000000000005 0.13905500000000001 0.091735000000000025 0.092710000000000015 1.0000000180025095e-35 0.40473500000000007 -1.0000000180025095e-35 0.19724500000000003 0.085785000000000014 0.083415000000000017 0.091400000000000023 -1.0000000180025095e-35 0.081790000000000015 -0.11756999999999999 -0.53104499999999988 0.097220000000000015 0.089620000000000019 0.091650000000000023 -1.0000000180025095e-35 -1.0000000180025095e-35 0.094090000000000021 0.12178000000000001 0.086035000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 -1 5 7 10 8 -5 11 27 12 13 17 -11 -15 18 -2 -17 20 -20 -22 23 24 25 -23 -27 29 -29 -6
right_child=2 -3 -4 4 6 -7 -8 -9 -10 14 -12 -13 -14 15 -16 16 -18 -19 19 -21 21 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.00079096818984981975 -0.0011654571914402828 0.00085994341659226183 0.00054161763298530012 0.00087829762826873478 0.00012091708165047838 -0.0012246895624921667 -0.00096398282019057144 -0.0012291100844618835 -0.0012318775105864565 -0.0010126233115466375 -0.00058156390061971965 -0.0012225620733498682 0.00099900990601240022 -0.001055422464268307 0.00074474980250895334 -0.0012210034622742111 0.00088755926022013158 0.001222963674356351 -0.0011478231491984388 -0.0011426941309330718 -0.0012303484069858242 -0.0012197189955718689 0.00090821603334841983 -0.001225549575438572 -0.0012226543837855091 -0.00066464632177847438 0.00074060738577063679 0.00094423748708835891 -0.00044756393520267284 -0.00072966581370422943
leaf_weight=0.066623701113712741 0.059104213767568581 0.081600299807178089 0.067771001613436965 0.20739862204891324 0.18628760873434658 0.016223915943555767 0.056989414759300416 0.011144308453367557 0.01029522530734539 0.11505435989124635 0.10867087979931966 0.032499712001481385 0.03150515314337099 0.036066639268483414 0.012185282015707344 0.025838968047082744 0.043307735340931686 0.0063607171177864066 0.023349549388512969 0.028811337186198216 0.019111757166683674 0.013609251234811381 0.074257178584048233 0.024085828123133979 0.02015228842947181 0.025269161215874192 0.10673002551311583 0.10685731695593859 0.062190974029363133 0.072661624973989092
leaf_count=120 286 105 59 428 108 6 60 5 1 499 69 348 28 162 4 172 24 2 14 32 3 73 67 12 95 84 118 87 22 28
internal_value=0 7.88473e-05 -0.000255623 8.44565e-06 7.19471e-05 0.000554588 -0.000127287 0.000680733 0.000778503 -0.000333107 -3.84374e-05 -0.000219001 -0.000158328 -0.00023038 -0.000844326 -0.000125923 -4.30499e-05 -0.000933393 -0.000154625 -7.2466e-05 2.81153e-05 0.000125065 0.000223149 -4.48106e-05 0.000126756 0.000313516 0.000471594 9.94653e-05 0.000432209 -0.000117758
internal_weight=0 0.986944 0.76507 0.905344 0.83872 0.245062 0.593658 0.228838 0.217694 0.697299 0.536668 0.57006 0.53756 0.506055 0.12724 0.44059 0.404523 0.0654649 0.361215 0.335376 0.306565 0.283215 0.264104 0.189847 0.165761 0.145608 0.131999 0.427998 0.169048 0.258949
internal_count=3121 1039 2082 934 814 440 374 434 429 2023 314 1520 1172 1144 503 856 694 288 670 498 466 452 449 382 370 275 202 245 109 136
is_linear=0
shrinkage=0.00121906


Tree=641
num_leaves=31
num_cat=0
split_feature=1 47 15 14 4 150 16 484 2 42 474 1374 457 42 3 13 12 42 0 4 52 16 157 2 13 2 16 124 42 376
split_gain=0.0280916 0.0276257 0.0347716 0.0321898 0.0281492 0.0264726 0.0253671 0.0207229 0.0206905 0.0190301 0.0200946 0.019428 0.0210408 0.0187895 0.0192055 0.0158322 0.0324579 0.0151767 0.0344397 0.0190049 0.0276613 0.0209102 0.0236758 0.0185236 0.0178287 0.0171043 0.0168935 0.0168895 0.0148055 0.014185
threshold=0.094385000000000011 0.092530000000000015 -0.07490999999999999 -0.10708499999999999 0.26790000000000008 -0.050224999999999992 0.051380000000000002 -0.0068949999999999992 -1.0000000180025095e-35 -1.0000000180025095e-35 0.086870000000000017 -0.094929999999999987 0.088350000000000026 0.12181500000000002 0.20828500000000003 -0.080759999999999985 0.092465000000000006 0.086665000000000006 0.18019500000000002 -1.0000000180025095e-35 -0.087769999999999987 0.31475000000000003 -0.084489999999999996 0.096540000000000015 0.41383500000000001 0.089125000000000024 -0.51370499999999997 -1.0000000180025095e-35 -0.085874999999999993 0.091135000000000008
decision_type=2 2 2 2 2 2 2 2 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 6 5 -4 -2 -1 -7 10 29 -11 17 14 -10 16 -3 18 19 20 23 22 -22 -13 26 -24 -19 -28 -17 -9
right_child=1 15 4 -5 -6 8 -8 9 13 11 -12 12 -14 -15 -16 28 -18 24 -20 -21 21 -23 25 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0012224860665043932 -0.00047844872948631085 0.00071203305253650481 0.001105608666429533 0.00075405287875685912 0.0012197894302295345 0.0010484758267696986 0.0011025714301356496 -0.0010735822820294191 -0.00085877359308203689 -0.0012265826275478671 0.00099645316397793671 -0.0010954511529882407 0.00049234878285960297 0.00061498734407057823 0.00031393076964953364 9.6494995800178876e-05 -0.0010369546478288419 0.00040851984154465485 0.0012232687807689528 -0.00079705971929371338 -0.00080358716302095863 -0.00097923005533888407 3.9365283434067645e-05 0.00029820203068533412 0.0012277172286996438 0.00083696077227996305 0.0012214658390463616 -0.0010074121040879057 -0.00078684866907358249 0.00042439446837817189
leaf_weight=0.049585367173676786 0.076477955317386659 0.042110155574846431 0.016375603361666435 0.13843080388051021 0.017387765712555847 0.012068066278516199 0.018786336331686471 0.11481888442449417 0.16170438585959346 0.033473515557489009 0.0084029522895434638 0.060978884188443772 0.049116635258542374 0.017446891037252499 0.02380975926098472 0.034303217216802295 0.02520851058216067 0.016170302042155527 0.023231091181514785 0.089582490015345684 0.029240064747682482 0.024997396045364439 0.091400795521622058 0.01846488390583545 0.0070003424771130076 0.070991262025017932 0.0052717842772835857 0.12139763390814551 0.1584263892036688 0.01023159503529314
leaf_count=397 51 42 11 284 61 26 52 665 214 38 21 76 27 16 20 14 15 14 10 88 43 6 108 18 1 43 4 613 137 6
internal_value=0 -0.000131567 4.106e-05 0.000378727 -0.000276117 -0.000388519 -0.000166668 -0.000458468 -0.000502305 -0.000409571 -0.000828395 -0.000322417 -0.000272625 -0.000594514 -0.000708263 -0.000451854 5.70977e-05 -0.000339872 -0.000218246 -0.00030508 -0.000156223 6.94263e-05 0.000206218 -0.000771528 -0.000671768 0.000388042 -0.000764859 -0.00091465 -0.000629626 -0.000951018
internal_weight=0 0.742536 0.482488 0.233695 0.248792 0.231405 0.0952643 0.824356 0.215029 0.774771 0.133453 0.641317 0.607844 0.202961 0.185514 0.260048 0.0673187 0.558727 0.408887 0.385656 0.296073 0.21663 0.191632 0.0794438 0.14984 0.162392 0.14284 0.126669 0.19273 0.12505
internal_count=3121 943 735 387 348 287 103 2178 276 1781 692 1089 1051 250 234 208 57 1024 392 382 294 200 194 94 632 151 631 617 151 671
is_linear=0
shrinkage=0.00121906


Tree=642
num_leaves=31
num_cat=0
split_feature=484 150 39 1213 475 160 52 133 50 403 48 1 52 128 474 48 43 124 475 454 15 49 2 4 1374 403 52 33 13 15
split_gain=0.00663521 0.00978438 0.00670168 0.00659302 0.00805762 0.0063155 0.00658025 0.00862521 0.00856746 0.00868897 0.00916049 0.00803111 0.0108549 0.00812455 0.00746932 0.00787203 0.00781058 0.0100028 0.0074098 0.00758849 0.00754907 0.00824419 0.00788047 0.00949758 0.00943018 0.00992334 0.00720705 0.0090359 0.00691513 0.00749206
threshold=-0.0068949999999999992 0.097210000000000005 0.095830000000000012 -1.0000000180025095e-35 -0.086004999999999984 -0.40698999999999991 -0.52017999999999986 -0.25159999999999993 0.10030500000000002 0.090990000000000015 0.12879500000000002 0.10920500000000001 0.11434500000000002 0.086435000000000012 -0.14697499999999997 -0.089099999999999999 -0.24021999999999996 -0.51664499999999991 -0.086004999999999984 -1.0000000180025095e-35 0.095175000000000023 -0.24768999999999997 0.090425000000000019 -0.49405499999999997 -0.035729999999999991 -1.0000000180025095e-35 -0.091869999999999993 -1.0000000180025095e-35 -0.091904999999999987 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 -5 -7 -8 9 10 11 12 13 18 -13 -16 -17 -18 -9 -20 22 -22 24 -24 -21 -26 -27 -28 -25 -30
right_child=3 -3 -4 5 -6 6 7 8 -10 -11 -12 14 -14 -15 15 16 17 -19 19 20 21 -23 23 28 25 26 27 -29 29 -31
leaf_value=-0.0032078228431470699 0.0037383289191523341 0.002332798689702628 0.003419258008722178 -0.0022181980313899256 -0.0030980325377179341 -0.00275471854424942 -0.0030342529426379498 -0.003001360998487594 0.0027169506997695445 -0.0032373016063615523 -0.0019389385751836057 -0.0024992306527224172 -0.0025173897388819128 -0.0037380912088124758 -0.0019342424384486726 7.9240891819192259e-05 -0.0037478288972354972 0.0030081203555104336 -0.0028236546500354665 -0.003729637887623702 0.0013895371143767179 -0.003743074460876206 -0.00080046538901556909 0.0032701724669577854 -0.0037366362362044885 -0.0032801195923420879 -0.0026635031062309301 0.001461003916643706 0.0016767894223016142 -0.0020802188941601439
leaf_weight=0.025461431205513918 0.0028125626267865292 0.006844567425105196 0.0023238833207415146 0.015761953316086874 0.016645620603924272 0.010385485934762073 0.010879997662357255 0.0085278391770771123 0.020079165489278239 0.0099087068476819695 0.023995551258849446 0.0065284486627206198 0.020131350834958539 0.0067041287422284759 0.0078809931937939837 0.022376532192765808 0.0032269489020109168 0.058548481474190339 0.0090492468029879092 0.0083920504698653531 0.007340153377299429 0.010783201577169166 0.021835473898590863 0.034880717448686482 0.0074465959219196512 0.005764229664919184 0.0082495592655504879 0.073062714154275454 0.065496821775695935 0.0083518382828060567
leaf_count=477 4 16 10 214 469 197 135 39 87 77 44 3 66 62 15 18 1 304 33 36 10 41 24 35 205 54 26 179 205 35
internal_value=0 -0.001668 -0.00265355 2.23364e-05 -0.00210988 0.000107777 0.00018581 0.00025228 0.000331996 0.000220234 0.000302083 0.000438366 0.000130835 0.000324077 0.00136199 0.00163589 0.00197024 0.00265521 0.000425248 0.000537357 0.000658241 -0.00166431 0.000838523 0.00144785 6.54937e-05 0.000402437 0.000756402 0.00104255 0.00189936 0.00125189
internal_weight=0 0.0346299 0.0277853 0.505046 0.0194582 0.485588 0.469826 0.459441 0.448561 0.428482 0.418573 0.394577 0.296016 0.275885 0.0985614 0.092033 0.084152 0.0617754 0.26918 0.260653 0.251603 0.0181234 0.23348 0.130565 0.102915 0.0945231 0.0870765 0.0813123 0.108729 0.0738487
internal_count=3121 503 487 2618 473 2145 1931 1734 1599 1512 1435 1391 1050 984 341 338 323 305 922 883 850 51 799 299 500 464 259 205 275 240
is_linear=0
shrinkage=0.0037357


Tree=643
num_leaves=31
num_cat=0
split_feature=39 42 2 123 2 2 1456 130 10 1456 452 151 16 1213 475 33 155 38 457 457 49 42 1 49 49 1 159 42 4 160
split_gain=0.00621405 0.00623824 0.00655943 0.00609636 0.00750809 0.00699283 0.00660502 0.00578148 0.00768218 0.00581183 0.00603913 0.00569751 0.0060569 0.00612515 0.00847903 0.00592245 0.00548748 0.00544722 0.0061431 0.00700828 0.00660233 0.0110574 0.0080078 0.0066637 0.0114067 0.00745347 0.00795405 0.00820368 0.0107067 0.00676887
threshold=0.16946000000000003 -0.26584999999999998 0.17025000000000004 1.0000000180025095e-35 0.094835000000000017 -1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.058500000000000003 -1.0000000180025095e-35 0.085195000000000007 -0.5145249999999999 -0.54165499999999989 -1.0000000180025095e-35 -0.085669999999999982 -1.0000000180025095e-35 0.088610000000000008 1.0000000180025095e-35 -0.0029299999999999994 -0.22896499999999997 -0.087004999999999985 0.12293000000000001 0.10956 -0.047584999999999995 -1.0000000180025095e-35 0.111945 0.10991500000000003 0.091545000000000015 -0.52556499999999995 -0.095794999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 5 -5 7 8 9 10 -3 -11 -13 14 -14 -15 17 18 19 -17 22 23 -20 -22 -25 26 27 29 -29 -26
right_child=-2 2 -4 4 -6 -7 -8 -9 -10 11 -12 12 13 15 -16 16 -18 -19 20 -21 21 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=-0.0032552295617997301 0.0032562298763072683 -0.0032536073157375632 0.003229306643220113 0.0032525926797136329 0.0019213206840304792 -0.0020010010095734762 -0.0032532427155988627 -0.002542777132637329 0.0029535937087077006 -0.0032537597464574975 0.0032578547989070643 0.0022924792214960243 0.003254221861052389 -0.0030826957606118833 -0.0032537196483576579 0.0018879408896111485 -0.0026902087073907167 -0.0020522134523242468 -0.0018932593695662548 -0.0018509925722138107 0.0017950631043572539 -0.0031946040260367524 0.0010172524850547995 -0.0020204857832591579 -0.0016730542368717457 0.0017393010162005183 -0.0026909782386024066 0.0032633567320774414 -0.0032570931618487839 0.00092052889870217138
leaf_weight=0.0065825183578454008 0.0058675380785189182 0.010876169708978978 0.0062987058290673295 0.0034390672217341498 0.031370772989248508 0.012135313439102902 0.007498749541241522 0.010647905082691977 0.0084487807916957536 0.0060140738910376959 0.0017486687283962974 0.011208128578800824 0.0025450739776715645 0.0066947021332452996 0.012599950587684816 0.0065125738938149871 0.0078304934663719905 0.012456716752240027 0.028924579220984015 0.02852926399611988 0.040697809235098248 0.0084500447676418844 0.015279559898772277 0.01937420522881439 0.011659430534564308 0.046225130180346241 0.0091344373546462521 0.0034229466691613206 0.012003481956185169 0.12206089285439248
leaf_count=18 23 253 54 83 134 26 267 372 41 44 1 50 4 18 341 19 149 31 66 115 68 45 15 43 75 112 43 1 199 411
internal_value=0 -0.000109741 -6.86664e-05 -0.000110397 0.00100493 -0.000840925 -0.000226532 -0.000175339 -0.00011708 -0.000178232 -0.0023517 -0.00011157 -6.49795e-05 -0.000131974 -0.00216008 -5.09846e-05 3.49343e-06 6.13251e-05 0.000136062 -0.00115611 0.000278796 0.000467577 -0.000887215 0.000584539 0.000364485 0.000590429 0.000254907 0.000435327 -0.00181028 0.000694387
internal_weight=0 0.51067 0.504088 0.497789 0.0469452 0.0155744 0.450844 0.443345 0.432697 0.424248 0.0126248 0.411623 0.405609 0.394401 0.015145 0.379256 0.372562 0.364731 0.352274 0.0350418 0.317233 0.273028 0.0442041 0.264578 0.223881 0.204506 0.158281 0.149147 0.0154264 0.13372
internal_count=3121 3098 3080 3026 243 109 2783 2516 2144 2103 254 1849 1805 1755 345 1410 1392 1243 1212 134 1078 997 81 952 884 841 729 686 200 486
is_linear=0
shrinkage=0.00325215


Tree=644
num_leaves=31
num_cat=0
split_feature=484 1213 150 15 474 11 51 403 1374 52 133 475 457 160 150 133 448 1 42 13 0 43 132 49 457 1 133 1 454 3
split_gain=0.0207152 0.0212794 0.0203627 0.020089 0.0221557 0.0207944 0.0206182 0.0183613 0.0179992 0.0178083 0.0194514 0.0176882 0.017279 0.0184226 0.0286524 0.0239214 0.018789 0.0225881 0.0243511 0.024172 0.0219045 0.035083 0.0208928 0.0183617 0.0215498 0.0173044 0.017135 0.015014 0.0279135 0.0199854
threshold=-0.0068949999999999992 -1.0000000180025095e-35 0.097210000000000005 -0.24436499999999997 -1.0000000180025095e-35 0.081790000000000015 0.11144500000000002 -0.083259999999999987 0.10637000000000001 -0.43320999999999993 -0.25159999999999993 -0.086004999999999984 0.5717850000000001 -0.091944999999999985 -0.22665999999999997 -0.030254999999999994 -0.083859999999999976 1.0000000180025095e-35 -0.088934999999999986 -0.083764999999999992 -0.084044999999999995 0.15359500000000004 0.080640000000000017 -0.047584999999999995 0.069910000000000014 0.080000000000000016 0.099660000000000012 0.095285000000000022 1.0000000180025095e-35 0.10732000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 -1 4 -3 7 -6 -5 9 -9 -11 -2 13 14 -12 -16 -15 18 -18 -19 21 -20 23 24 -21 -25 -22 28 -27 -29
right_child=1 3 -4 5 6 -7 -8 8 -10 10 12 -13 -14 16 15 -17 17 19 20 22 26 -23 -24 25 -26 27 -28 29 -30 -31
leaf_value=-0.00094305145705945049 0.001295551368162514 -0.0013059142735666481 0.00066658829643656276 -0.0009030232312517998 0.0010895908529629922 -0.0007925316724689698 -0.0005673675667104888 -0.00087413183621984738 -0.0011695596021218402 -0.0012952979767904672 0.0012992945096182904 -0.0011128400930005096 -0.0012142312533132578 -0.00094952444412348624 0.00073889557933751833 -0.0011587968907113158 -0.0012979429961980807 0.00094985576603365772 -0.0010937396990643778 -5.9850867156803181e-06 0.00050150026145605049 0.0010673338429239535 0.0012912753297350987 0.0012304315534238603 0.0011371487720578265 -0.0012271610999315843 -0.00047733095302695497 0.00043855172145564725 0.0010041107221734828 -0.0005772742235175091
leaf_weight=0.073592811534354152 0.0057685140054672948 0.0092820525169372559 0.016015634328141459 0.034896970063982402 0.071244479192955512 0.056000155313085997 0.015260513400789932 0.031656556730467522 0.019735236019187141 0.01610383386696379 0.013494038721546531 0.044280383281375069 0.015493458544369787 0.022091722374170453 0.014025147368556645 0.053613799762160519 0.023224290581310925 0.11513986023419387 0.050091755508219649 0.052413083260034576 0.15266349536978085 0.016784894236479886 0.030429595386522124 0.016174878168386142 0.058297557519836118 0.042676643255617819 0.037230360427201958 0.087761898783355718 0.012028075463604182 0.051395994876656914
leaf_count=487 4 1 16 319 219 132 11 168 24 128 4 469 9 25 21 247 49 137 153 52 108 7 36 4 57 94 27 76 8 29
internal_value=0 -9.95967e-06 -0.000655362 2.69459e-05 0.000593477 -2.60785e-05 0.000797284 1.82884e-05 5.27657e-05 7.91933e-05 0.000113443 -0.000835255 0.000139669 0.000164361 -0.00042192 -0.000765304 0.000226264 0.000261069 -2.93808e-05 0.000435466 8.53576e-05 -0.000551347 0.000266815 0.000169623 0.000595962 -5.50995e-05 0.000309592 -0.000162357 -0.000736565 6.33708e-05
internal_weight=0 1.16926 0.0896084 1.11921 0.095787 1.02342 0.086505 0.967423 0.932526 0.912791 0.881134 0.0500489 0.865031 0.849537 0.081133 0.0676389 0.768404 0.746312 0.279995 0.466318 0.256771 0.0668766 0.351178 0.320748 0.110711 0.210037 0.189894 0.193863 0.0547047 0.139158
internal_count=3121 2618 503 2145 231 1914 230 1782 1463 1439 1271 473 1143 1134 272 268 862 837 344 493 295 160 356 320 109 211 135 207 102 105
is_linear=0
shrinkage=0.00129368


Tree=645
num_leaves=31
num_cat=0
split_feature=39 47 50 44 3 150 0 157 1 51 14 124 38 3 457 0 2 13 9 13 3 2 13 11 15 41 15 1 4 43
split_gain=0.00572551 0.00620095 0.00894158 0.00801987 0.00966504 0.00643535 0.00652279 0.00636506 0.00703454 0.00762171 0.00591401 0.00641318 0.00798653 0.00749187 0.00712397 0.00859712 0.0105316 0.008689 0.00717986 0.00706998 0.00918018 0.00808887 0.00762515 0.00655079 0.00776636 0.00685676 0.00635928 0.00627335 0.0061767 0.00720657
threshold=0.16946000000000003 0.13148500000000005 0.12436500000000002 1.0000000180025095e-35 0.31299000000000005 -0.22665999999999997 -0.26609999999999995 0.08796000000000001 0.13075500000000004 0.13831000000000002 0.076175000000000007 -0.043384999999999993 0.082490000000000022 -0.12018999999999998 -0.0029299999999999994 -0.10607499999999999 0.11215000000000001 -0.084034999999999985 -0.036024999999999995 -0.084319999999999992 -0.078934999999999991 0.10276500000000001 -0.53104499999999988 0.088215000000000002 -1.0000000180025095e-35 0.08178500000000001 -0.095869999999999983 0.10781 0.36766000000000004 -0.090869999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 -7 8 10 -10 11 12 -8 23 -15 16 26 19 -19 20 21 -17 -22 24 -13 -25 27 -16 29 -20
right_child=-2 2 -4 -5 -6 6 7 -9 9 -11 -12 13 -14 14 15 17 -18 18 28 -21 22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0023618132535759822 0.0035947856774852481 -0.0032697630698227467 0.0010840515299987471 -0.0031221051098183688 0.0035923007710189935 0.0035954306055483477 0.0019487229499614231 -0.0029006684045415629 0.003313636235756633 -0.0012937091900373414 -0.002380314501300562 0.0029883501817008114 -0.0033839630911611895 -0.0024738536435960387 -0.0017652364726115971 -0.0035934332499798897 -0.0018873561786770759 0.0035989609103181581 -0.0008830405596334769 0.0032736402347685102 -0.0021169480951043099 0.0032905403426008494 0.0015188926959257948 0.001155874757192892 0.0003583608627016052 -0.0035026044626944577 0.0017173379383235102 0.0013639370777353242 0.0035944537245918462 -0.0032927685938783351
leaf_weight=0.014095723099671886 0.0054176988803646955 0.017860962361510246 0.0092214425021666102 0.010509787649425562 0.0097214154419589249 0.0060628575492955852 0.031725876363452699 0.010617581353699279 0.01510313773337657 0.0066749047800840336 0.015340110836518761 0.020909121023578336 0.0040873093553273057 0.022751424216551186 0.017506466220311268 0.015065662592604667 0.021087254351186857 0.0029994622250342209 0.027533071024208766 0.0074654298754239781 0.010150733214686625 0.002577091057787583 0.027814086313355801 0.0075402977992098377 0.047051394214349784 0.0088600987128302222 0.052860748788589262 0.015638950804714113 0.0023886869284979175 0.03820018419477833
leaf_count=26 23 38 24 43 109 18 148 143 92 8 88 63 24 191 48 342 34 5 235 17 6 8 95 45 93 10 66 8 11 1060
internal_value=0 -0.00011641 -0.00178731 -2.06057e-05 4.99747e-05 -2.61939e-05 -0.000103043 -0.000154955 -8.57625e-05 0.0019015 -0.00019408 -0.000106792 0.00134011 -0.000255524 -0.000553145 -0.000372039 0.000386654 -0.000977511 -0.00183793 -7.29729e-06 -0.00044777 -0.00258789 0.00054677 0.000675993 0.00116752 -0.00136081 0.000944203 -0.000288803 -0.00207732 -0.00228343
internal_weight=0 0.499421 0.0270824 0.472339 0.461829 0.452108 0.438012 0.431949 0.421332 0.021778 0.399553 0.384213 0.0358132 0.3484 0.264039 0.241288 0.107093 0.134194 0.0711214 0.063073 0.0556076 0.0176428 0.0379648 0.0843609 0.0679605 0.0164004 0.0860062 0.0331454 0.0681219 0.0657333
internal_count=3121 3098 62 3036 2993 2884 2858 2840 2697 100 2597 2509 172 2337 2126 1935 156 1779 1311 468 451 350 101 211 156 55 122 56 1306 1295
is_linear=0
shrinkage=0.00359063


Tree=646
num_leaves=31
num_cat=0
split_feature=484 150 15 474 51 11 3 1213 133 2 160 156 129 1374 1 4 15 52 3 150 42 42 1 15 0 42 42 1 0 0
split_gain=0.00565659 0.00801645 0.00568107 0.00737732 0.00768182 0.00663697 0.00663735 0.00787881 0.00714869 0.00770483 0.00674404 0.00662561 0.00603208 0.006021 0.00688481 0.00845378 0.0103788 0.00713314 0.00920834 0.00691802 0.00789618 0.00715059 0.00559329 0.00546876 0.00875215 0.00761082 0.00534828 0.0052543 0.0116252 0.00597278
threshold=-0.0068949999999999992 0.094605000000000009 -0.24436499999999997 -1.0000000180025095e-35 0.11144500000000002 0.081790000000000015 -0.12018999999999998 -1.0000000180025095e-35 0.0068000000000000014 0.08622500000000001 -0.51146999999999987 0.091255000000000017 0.08956500000000002 0.10637000000000001 0.099660000000000012 0.033845000000000007 1.0000000180025095e-35 0.11434500000000002 0.090900000000000009 0.089155000000000012 0.091955000000000023 0.091295000000000015 0.13021500000000003 -0.055554999999999993 -0.18901999999999997 -1.0000000180025095e-35 0.11275500000000001 1.0000000180025095e-35 -0.084044999999999995 -0.082974999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 26 3 -2 -5 6 8 -8 9 -4 -9 12 13 14 17 16 -16 18 19 20 21 27 -18 24 -17 -25 -1 28 -12 -30
right_child=2 -3 5 4 -6 -7 7 10 -10 -11 11 -13 -14 -15 15 23 22 -19 -20 -21 -22 -23 -24 25 -26 -27 -28 -29 29 -31
leaf_value=-0.0029204998374473454 -0.0034628393417071627 0.0019896399873055846 -0.00095499153916322717 0.0028283596555212604 -0.0014817361014527164 -0.0020076430384236344 -0.0034521162441927683 -0.003454798620772667 -0.001242031332388918 0.0024145946394848084 -0.0034529247211381201 -0.0022165839763104867 -0.0032241700516598389 -0.0031109389791446809 0.0031893147662716398 -0.0033953567173242152 -0.0026413996914927875 -0.0027222502139649671 0.0012864668212859154 -0.0027494601072702053 -0.0034276767547331034 0.0032207133384081947 0.0015941751208122452 -0.001259260788177632 0.00027352917754671063 0.0025567882038911669 0.0028918101471220657 0.00055703477714810811 0.0031469711969279567 -0.00065679345915258642
leaf_weight=0.021915856607023443 0.0033483873121440402 0.0061734585635804242 0.010322199896108941 0.0238375348626505 0.0062079819231257707 0.020302790684581851 0.0085038981382012935 0.0069372722600746775 0.012578928793118394 0.037252525892654376 0.0156660774829902 0.015514213099663721 0.0063876609038970847 0.0065387126683162924 0.030919319830672976 0.010500079952180386 0.0067421324720271522 0.012256978445805089 0.047867174325801898 0.014365510405696114 0.0083241718442650381 0.0079050273907341762 0.0082667765454971232 0.0092955714499112219 0.029508885952054698 0.018845797808808129 0.0020631492858171887 0.049614387528890802 0.0066028996291151989 0.019256076446708906
leaf_count=452 1 19 35 219 12 135 445 107 35 59 241 145 98 19 149 15 30 119 47 78 158 6 13 8 44 50 32 171 17 162
internal_value=0 -0.00151749 2.61992e-05 0.00139629 0.00193781 -8.26646e-05 1.50483e-05 -0.000172003 0.00107173 0.0016835 -8.78119e-05 -1.58041e-05 9.47412e-05 0.00016483 0.000237208 0.00090184 0.00204627 -0.000179712 4.03543e-06 -0.00050023 -0.000199292 7.20368e-05 -0.000308482 0.000130582 -0.000689345 0.00129628 -0.00242041 -0.000201065 -0.00110685 0.00031447
internal_weight=0 0.0301525 0.453669 0.0333939 0.0300455 0.420275 0.399972 0.339819 0.0601537 0.0475747 0.331315 0.324377 0.308863 0.302476 0.295937 0.114079 0.0459282 0.181858 0.169601 0.121734 0.107369 0.0990445 0.0150089 0.0681503 0.040009 0.0281414 0.023979 0.0911394 0.0415251 0.025859
internal_count=3121 503 2618 232 231 2386 2251 2122 129 94 1677 1570 1425 1327 1308 309 192 999 880 833 755 597 43 117 59 58 484 591 420 179
is_linear=0
shrinkage=0.00345121


Tree=647
num_leaves=31
num_cat=0
split_feature=156 15 474 51 480 1348 14 11 3 13 52 403 42 13 133 49 12 39 4 0 52 0 123 43 13 2 9 45 4 51
split_gain=0.00528716 0.00542489 0.00653193 0.00896793 0.0060653 0.00575749 0.00845721 0.00829554 0.0073517 0.00743745 0.00791618 0.00708944 0.00631777 0.00607826 0.00683668 0.007623 0.00732465 0.00583417 0.00633239 0.00763855 0.0112605 0.0131007 0.00684231 0.00708017 0.00981677 0.00721025 0.00713963 0.00766501 0.006598 0.00674799
threshold=-1.0000000180025095e-35 -0.24436499999999997 -1.0000000180025095e-35 0.11144500000000002 0.084710000000000021 0.090205000000000021 0.076175000000000007 0.087830000000000005 -0.14989499999999997 -0.091054999999999983 0.11434500000000002 -0.088999999999999982 0.094935000000000005 -0.53104499999999988 -0.0061299999999999992 -0.10774499999999999 0.088305000000000008 0.16946000000000003 0.098655000000000007 -0.11242999999999999 -0.0064899999999999992 -0.14794999999999997 0.091310000000000016 -0.074359999999999996 0.11596500000000001 0.090050000000000005 -0.036024999999999995 0.14077500000000004 0.0061450000000000003 0.086685000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 8 12 10 13 -11 -3 -10 16 -16 -15 18 19 20 21 28 23 25 26 -21 -25 -28 29 -13
right_child=1 4 3 -5 -6 -7 -8 -9 9 11 -12 17 -14 14 15 -17 -18 -19 -20 22 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0042919447141121225 -0.0043036962949629361 0.0030743081507178861 0.0036005362763901461 -0.0014047411463834396 -0.0042942322550430642 0.0035974986014874113 -0.0037067489107811043 -0.0035673571827687972 -0.001554412117230496 -0.0042928138753348527 -0.0025947954973664779 -0.00014327589702762023 -0.00097405790058695783 -0.0040520298505797329 -0.0012810321425706643 0.0032684441149622191 0.0016777616946730314 0.0042959895753759969 -0.0018465230241509151 0.00080400212671698809 0.0039665264034547719 0.0039534096479128906 0.0032644058944295896 0.004301150691371298 0.003998471939088419 -0.0023587975582954859 -0.0039813917085500979 0.0032669979391082979 0.00092609792118452023 -0.004296942341885341
leaf_weight=0.0054312774663571864 0.0031611030499334438 0.024967500885168192 0.022913957241939897 0.0092532600469894533 0.006459897194815766 0.0075963678827974937 0.012100891894988308 0.012073865926367944 0.011409986025682883 0.0088466672210643083 0.010567532957679759 0.014030303835170344 0.0099178504015071667 0.0066530123566508328 0.0079797803527981159 0.045176354173008804 0.010740448044771256 0.004810794599052314 0.049463539263797429 0.043459240773785268 0.017255601223496342 0.012560790869429184 0.0070513994633074608 0.0023219583090394727 0.0040394872166871201 0.019108111166815434 0.036207708201033029 0.002901720436057075 0.020130070053710369 0.014798397431150079
leaf_count=163 3 61 224 18 173 37 88 70 13 333 47 24 15 89 16 106 36 15 134 429 26 36 21 1 5 189 712 2 14 21
internal_value=0 -3.30857e-05 0.00158229 0.00216071 -0.000168118 -0.000104071 -0.000172892 -6.5034e-05 4.49732e-05 -0.000142511 0.000900702 -0.000518118 0.00192336 0.0013514 0.00182135 0.00258548 -0.000513888 -0.000383542 -0.00047606 -0.000126394 0.000903167 4.39259e-05 -0.000831096 -0.0010984 -0.00238698 -0.000161919 -0.00300956 -0.0034436 -0.000959086 -0.00227544
internal_weight=0 0.457958 0.0353283 0.0321672 0.422629 0.416169 0.408573 0.396472 0.384398 0.349513 0.0925271 0.256986 0.0348854 0.0819596 0.0705496 0.0531561 0.0173935 0.248139 0.243328 0.193865 0.0787752 0.0615196 0.11509 0.108038 0.0454709 0.0625674 0.0414314 0.0391094 0.0489588 0.0288287
internal_count=3121 2958 245 242 2713 2540 2503 2415 2345 2269 307 1962 76 260 247 122 125 1629 1614 1480 121 95 1359 1338 720 618 715 714 59 45
is_linear=0
shrinkage=0.00429114


Tree=648
num_leaves=31
num_cat=0
split_feature=1 47 50 128 42 0 0 13 455 12 158 4 52 52 51 1 15 15 151 49 47 52 48 52 0 160 43 148 16 0
split_gain=0.0288126 0.0273672 0.0267047 0.0267849 0.0236338 0.0344594 0.0328001 0.0313179 0.0343284 0.0256988 0.0255509 0.0290013 0.0445411 0.0267659 0.0230616 0.0208855 0.0264985 0.0323181 0.0413528 0.0273605 0.0251208 0.0218801 0.0203748 0.0201089 0.0202738 0.0250546 0.0190636 0.0192253 0.0177928 0.0212419
threshold=0.10781 0.087885000000000019 0.10647500000000001 0.086435000000000012 0.093775000000000011 -0.077999999999999986 -0.082974999999999979 0.41383500000000001 0.081825000000000009 0.090995000000000006 0.093160000000000007 -0.49405499999999997 0.10347000000000002 0.11434500000000002 0.123935 0.094385000000000011 -0.008624999999999999 -0.09095499999999998 -0.0064299999999999991 -0.047584999999999995 0.093140000000000014 0.084960000000000022 0.12933000000000003 -0.088204999999999992 0.062580000000000011 -0.080719999999999986 -0.25681499999999996 -0.079019999999999993 -0.061854999999999993 -0.10836499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 14 3 4 5 6 9 8 -6 15 11 12 -7 23 22 16 17 18 19 -1 -17 -18 26 24 25 -13 -2 -28 29 -3
right_child=1 28 -4 -5 7 10 -8 -9 -10 -11 -12 13 -14 -15 -16 20 21 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00092291186436094187 -0.00081350331545924806 -0.00020171957785787917 -0.0012951020285662718 -0.0012967171713958777 -0.0012692449355926965 -0.0012816338604208267 -0.0012480626895490985 0.0013090740973528262 0.0010332411696182321 -0.00092138141367662625 -0.0011032221793140177 0.0012978527555250838 0.00088627752727269879 -0.0004917023546593234 -0.00024650396071945182 0.00079296811219473399 0.00040922986030474421 -0.0011898050245756431 -0.001108053159893875 -0.00055735805746600731 -0.00063123190662418643 -0.0012945775508442499 -0.00084625477236205252 0.0009921894430241331 0.0011097933870599203 -0.00091569397023565893 -0.00075360223429823394 0.001001319007566469 -0.00059712943843502912 0.00093788678868550988
leaf_weight=0.058379607527967892 0.011626818479271606 0.083328029606491327 0.034249083086251519 0.032167110667614796 0.077507193409473985 0.038589013861383137 0.04820608006684779 0.01162273995578289 0.01259859383571893 0.061177856847280054 0.020712585233923164 0.011456864747742657 0.026929754472803324 0.034330707636399893 0.05638604980049422 0.086594496104225982 0.12919383098028447 0.070849844285021391 0.046381957245102967 0.032548566659897582 0.027249991486314684 0.013979152155798147 0.013576669502072036 0.15609790868529683 0.024272345737699652 0.033819740001490572 0.011122727606561966 0.17208937965915549 0.084454392330371775 0.040765697187453043
leaf_count=28 6 43 257 165 343 103 306 1 15 121 32 6 8 39 31 78 181 214 156 41 11 199 7 134 17 82 11 361 89 36
internal_value=0 0.000211433 -0.000170869 -0.000134361 -9.7794e-05 -3.24197e-05 -0.000226689 -0.000689514 -0.000947311 -0.000133147 0.000289987 0.000378642 -0.000390571 0.000572497 0.000487486 -2.94826e-05 -0.000185523 -0.000480175 -0.000114017 0.000393036 0.000452069 0.000242873 0.000686064 0.000734408 0.000155834 -0.000355575 0.000792838 0.000894778 -0.000139083 0.000172649
internal_weight=0 0.47335 1.08892 1.05467 1.0225 0.92077 0.574561 0.101729 0.0901058 0.526355 0.346209 0.325496 0.0655188 0.259978 0.264802 0.465177 0.351333 0.20816 0.13731 0.0909282 0.113844 0.143173 0.208416 0.225647 0.069549 0.0452766 0.194839 0.183212 0.208548 0.124094
internal_count=3121 584 2537 2280 2115 1756 1335 359 358 1029 421 389 111 278 416 908 819 439 225 69 89 380 385 239 105 88 378 372 168 79
is_linear=0
shrinkage=0.00129368


Tree=649
num_leaves=31
num_cat=0
split_feature=1 12 40 47 4 50 43 43 48 1 51 0 3 4 43 457 1 15 133 133 51 51 403 4 12 160 52 52 52 0
split_gain=0.0307995 0.0306044 0.0323997 0.0221154 0.0309073 0.0329516 0.0240691 0.022521 0.0234619 0.0222011 0.0218754 0.0241563 0.0332551 0.027744 0.0283393 0.0263578 0.0254783 0.0265935 0.0346873 0.0335593 0.0195932 0.0259316 0.0211798 0.0239061 0.0251665 0.0195185 0.0203733 0.0193344 0.0120598 0.0110161
threshold=0.098700000000000024 -0.064509999999999984 0.57330500000000006 0.096475000000000019 -0.17966999999999997 0.11610000000000001 -0.074359999999999996 -0.25681499999999996 0.12879500000000002 0.13869000000000004 -0.10748999999999999 -0.060129999999999996 0.090900000000000009 -0.49405499999999997 -0.52440999999999993 0.082380000000000009 1.0000000180025095e-35 0.083935000000000023 0.083950000000000011 0.091935000000000003 0.089355000000000004 0.045645000000000005 0.03138500000000001 0.053925000000000008 -0.088589999999999988 -0.079279999999999975 -0.38533999999999996 0.11277500000000001 0.091275000000000009 -0.084269999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 -2 4 -3 7 -5 -6 25 -8 -1 12 16 14 -13 -14 17 -12 -19 -20 21 22 23 24 -18 -9 -27 28 -15 -24
right_child=1 3 -4 6 5 -7 9 8 -10 -11 11 13 15 27 -16 -17 20 18 19 -21 -22 -23 29 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0013478080304304316 0.0010806746531754638 -0.0010464756538812853 -0.0013549843428528208 0.00023076724931962072 -0.0011227418918478655 -0.0013490562495044899 -0.0011070461364079919 -0.00011015533396606162 -0.00041060738560858896 0.00038092102682433057 -0.0013473999854103707 0.0006458646604431237 -0.00031808049160285954 0.00043739815128187486 -0.0010711029276149603 0.00093698155099632878 0.00067554888821936838 -0.0013475198250987338 0.0010459912109121814 -0.0013467064785411802 -0.0011637093027781404 0.0006562808434143752 -0.00056191183852200195 0.00040786022633956386 -0.0011463215406947783 -0.00051300361593103875 0.0010600302948036468 -0.00054417138155807765 0.0013280120354197307 0.00084968328643850849
leaf_weight=0.030013664698344655 0.095647473101962532 0.03057130811339448 0.011035243514925241 0.075839131033717422 0.014854496199404821 0.018834573653293774 0.079698018769704504 0.040153644248675846 0.037224011226498988 0.023527805475168861 0.099868495439977778 0.026067002792842686 0.0612069747003261 0.11374298829059626 0.052466241949332471 0.060056614427594468 0.015970395819749683 0.036149544308727855 0.037438132061652141 0.014823873804743926 0.036208272830663191 0.061469396310712909 0.014245457037759479 0.033097742985773948 0.09814731583583125 0.016333005358319497 0.17186714215677057 0.029187900921897381 0.03634392868480063 0.033727129652106669
leaf_count=195 255 82 3 47 8 27 76 51 20 20 682 8 36 81 53 20 7 430 21 189 45 31 23 35 359 26 207 34 19 31
internal_value=0 0.000173273 0.00082873 3.58676e-05 0.000242601 0.000374285 -0.000344936 0.00049003 0.000580236 -0.0007679 -0.000218279 -0.000178868 -0.000326419 0.000165906 -0.000501202 0.000303497 -0.000485177 -0.00087146 -0.000333844 0.000367314 -0.00023684 -0.000106081 -0.000346167 -0.00059926 -0.000891357 0.000741754 0.000923514 0.00045814 0.000653063 0.00043051
internal_weight=0 0.615586 0.106683 0.508903 0.329838 0.299267 0.179065 0.280432 0.265578 0.103226 0.890231 0.860217 0.602409 0.257808 0.0785332 0.121264 0.481146 0.18828 0.0884116 0.052262 0.292866 0.256657 0.195188 0.147215 0.114118 0.228354 0.1882 0.179275 0.150087 0.0479726
internal_count=3121 822 258 564 421 339 143 312 304 96 2299 2104 1909 195 61 56 1853 1322 640 210 531 486 455 401 366 284 233 134 100 54
is_linear=0
shrinkage=0.00134594


Tree=650
num_leaves=31
num_cat=0
split_feature=4 11 48 124 38 3 39 16 483 156 130 160 150 401 401 14 457 457 15 159 42 9 47 393 2 3 133 1374 0 3
split_gain=0.0246285 0.0204467 0.0196961 0.0182735 0.0262472 0.0208849 0.0175922 0.0177496 0.0158809 0.01497 0.0136193 0.0140458 0.0291926 0.0155719 0.014593 0.0135898 0.0131175 0.0184644 0.0180746 0.0169632 0.0163713 0.0160372 0.0140488 0.01275 0.0122771 0.013104 0.0119464 0.0128783 0.0120614 0.0154682
threshold=0.27834500000000006 0.081790000000000015 0.12933000000000003 -0.043384999999999993 0.095410000000000009 0.31299000000000005 0.16946000000000003 0.51524500000000006 0.088070000000000009 0.10499000000000001 1.0000000180025095e-35 -0.091944999999999985 -0.22665999999999997 0.082755000000000009 0.10076500000000001 -0.46885499999999997 -0.0029299999999999994 -0.15747999999999998 0.095175000000000023 0.10519500000000001 0.11275500000000001 0.082870000000000013 0.10783500000000001 0.087465000000000015 0.090310000000000015 -0.116045 -0.17773999999999998 -0.094929999999999987 -0.13027499999999997 -0.12018999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 15 4 -1 6 7 8 9 10 11 12 -5 -14 16 -2 17 -13 19 20 21 22 23 26 25 -20 -18 -28 -29 -30
right_child=2 -3 -4 5 -6 -7 -8 -9 -10 -11 -12 14 13 -15 -16 -17 18 -19 24 -21 -22 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=0.00081790718073512726 -0.00027890662077295657 -0.001238401725034905 -0.0012053838813973769 0.0015207542072601585 -0.0015210964680061666 0.0015176933706603853 0.0015204265651648367 -0.0015180182161126832 -0.0013004828269573034 -0.0015190619580101128 -0.0015161880531623147 0.00064749840225112178 -0.0014245624499112451 0.0014565048990835385 -0.0015170928663826311 0.00096642931085653603 -0.0015185353211188773 -0.0013438649501005585 -0.0015219058233146587 -0.0011990072056474218 -0.001352421741128744 -0.0014255400463549645 0.0010473009622951493 -0.0012570761930049618 -0.0012603375400250083 0.00076330071190614521 -0.00040692561839679377 0.00084049922774474307 0.00085639043018824956 1.629253590828013e-05
leaf_weight=0.086794931860822544 0.025032496302628715 0.037282113848050358 0.013453827858029399 0.010939712403342128 0.01262579495596583 0.016603208347987675 0.013450955184453051 0.023765571410422126 0.028473849760530356 0.017868455034658837 0.01561552153498269 0.015455682652827818 0.051749882798276303 0.0047017050128488327 0.014624798983732035 0.10284908523999547 0.0084718361495106365 0.034749548651461737 0.0082255003835598473 0.020160534056913093 0.014819966629374903 0.012591006656293757 0.052599641680899367 0.01305333391064778 0.036625438215196482 0.019273775587407727 0.051981396820337977 0.10259970010520192 0.067411028572678333 0.1990072550597688
leaf_count=148 43 127 17 4 23 44 15 81 202 73 332 15 264 4 112 280 46 118 9 71 84 25 46 74 101 64 43 77 42 537
internal_value=0 -0.000137202 0.000539126 -9.41778e-05 0.000520869 -0.000165712 -0.000199056 -0.000227099 -0.000188797 -0.000147823 -0.000115355 -8.57563e-05 -0.000745441 -0.00118461 -1.95656e-05 0.000722658 1.3768e-05 -0.000730824 7.53718e-05 0.000165294 0.000217932 0.000263769 0.000306729 0.000218702 -0.000685651 7.97566e-05 0.000263557 0.000299418 0.000398917 0.00022886
internal_weight=0 0.991522 0.141335 0.95424 0.0994207 0.854819 0.838216 0.824765 0.801 0.772526 0.754657 0.739042 0.0673913 0.0564516 0.67165 0.127882 0.657026 0.0502052 0.60682 0.542696 0.522535 0.507715 0.495124 0.442525 0.0641247 0.0274993 0.429471 0.420999 0.369018 0.266418
internal_count=3121 2781 340 2654 171 2483 2439 2424 2343 2141 2068 1736 272 268 1464 323 1352 133 1219 1045 974 890 865 819 174 73 745 699 656 579
is_linear=0
shrinkage=0.00151575


Tree=651
num_leaves=31
num_cat=0
split_feature=401 484 150 1 0 4 403 160 39 52 47 15 1 48 2 48 457 0 3 1 3 1 4 457 16 2 2 3 148 39
split_gain=0.00528698 0.00547991 0.00657284 0.00560193 0.0119064 0.00801698 0.00739099 0.00867779 0.00724722 0.00745088 0.00713644 0.0068256 0.0113579 0.00727136 0.00824544 0.00960675 0.00863536 0.00761376 0.0102682 0.00747448 0.00673828 0.00625497 0.00616416 0.00588056 0.00829086 0.00638399 0.00579461 0.00909105 0.00566402 0.00531521
threshold=0.10076500000000001 -0.0068949999999999992 0.094605000000000009 1.0000000180025095e-35 -0.059114999999999994 -0.49405499999999997 0.03138500000000001 -0.40698999999999991 0.0046100000000000004 -0.43320999999999993 0.088195000000000009 1.0000000180025095e-35 0.111945 0.12796000000000005 0.099185000000000009 0.086260000000000017 0.087855000000000003 -0.13027499999999997 -0.10519499999999998 0.095285000000000022 -0.084074999999999997 0.10797500000000002 -0.083644999999999983 0.088350000000000026 -0.51370499999999997 0.081685000000000021 0.10855000000000002 -0.116045 -0.079184999999999992 0.095830000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 29 4 20 -6 7 -5 9 -9 -10 13 -13 14 15 17 -17 -11 -19 -20 -3 -21 -22 24 -24 -26 -7 -28 -16 -1
right_child=-2 3 -4 6 5 26 -8 8 10 11 -12 12 -14 -15 28 16 -18 18 19 21 22 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0025617459892560276 -0.0028436868165242044 -0.0031273469961851977 0.0015863052496546068 -0.0026239787128151523 -0.0011451852598663892 0.0016762585555353305 0.0021061439596588246 -0.0031270965509510662 0.002569354732815722 0.0021092277753166338 1.1491979148475911e-05 -0.0026828671356166245 0.00069477149849375643 -0.0016656756486383743 -0.0015942131612323837 -0.0030909113166393471 0.00023019384947208768 0.0020748091219623893 -0.0031271381367024387 0.0015693695648466969 0.0031369050426407093 -0.0013323709044971567 0.0016050272959900718 0.0013269973528598046 0.0031312586968158854 -0.0031282320369655546 0.0014133184881251826 -0.0031301368148875389 0.002036608849279939 0.0028312339331796024
leaf_weight=0.020922663111747397 0.0065722025188961189 0.017995025772734152 0.0059509433851872009 0.010425899603887956 0.025079836264922051 0.037753540364064975 0.020789220365031724 0.0069625724320303553 0.024415621406092214 0.025893351662034547 0.018914049810746292 0.019838910856208258 0.019086599892489176 0.014962044138655983 0.0046418089486905947 0.014539502878960775 0.016143958178872708 0.017252133437068551 0.01015620524640326 0.013293454639551783 0.0035076120402663937 0.015988688878223911 0.005511422945346566 0.007165140718825568 0.0017201880691573015 0.021370876455875987 0.010258144291583449 0.0074125139052512159 0.043919775245967685 0.0019522979200701221
leaf_count=470 165 496 19 93 29 35 68 135 231 26 46 207 30 30 17 36 16 37 69 20 1 24 12 16 1 544 6 69 163 10
internal_value=0 -2.02803e-05 -0.00134015 6.71834e-05 -0.000453835 0.00032122 0.000308695 0.000173518 0.000283162 5.55683e-05 0.00145281 0.000158294 -0.00102669 0.000419201 0.00061196 0.000149959 -0.00134353 0.000704853 6.34058e-05 -0.000816474 -0.00154332 -1.5044e-05 -0.000817552 -0.00120535 -0.00183973 -0.00266193 0.000984778 -0.000492577 0.00168955 -0.00210147
internal_weight=0 0.463824 0.0288259 0.434998 0.137774 0.080504 0.297224 0.276435 0.266009 0.222679 0.0433297 0.215716 0.0389255 0.176791 0.161829 0.113267 0.0306835 0.0825838 0.0566905 0.0394383 0.0572703 0.0292821 0.0392752 0.0357676 0.0286025 0.0230911 0.0554242 0.0176707 0.0485616 0.022875
internal_count=3121 2956 499 2457 1209 139 1248 1180 1087 810 277 675 237 438 408 228 52 176 150 113 1070 44 574 573 557 545 110 75 180 480
is_linear=0
shrinkage=0.00312586


Tree=652
num_leaves=31
num_cat=0
split_feature=1 0 52 160 1 1374 16 4 474 0 47 15 48 1 50 151 4 124 4 43 0 3 1 13 13 3 159 2 3 15
split_gain=0.030323 0.0232236 0.0231654 0.0235741 0.0203277 0.0208777 0.0285278 0.0209445 0.0248127 0.0224386 0.0201517 0.0232366 0.0330053 0.02815 0.0198618 0.0176469 0.0186728 0.0168738 0.0168223 0.0315262 0.0149609 0.0147654 0.0236081 0.0199611 0.015395 0.0144269 0.0138126 0.0223206 0.0224501 0.0132125
threshold=0.094385000000000011 -0.060129999999999996 -0.43320999999999993 -0.51146999999999987 1.0000000180025095e-35 -0.094929999999999987 -0.087989999999999985 0.053925000000000008 0.084660000000000027 -0.077999999999999986 0.096300000000000011 0.035560000000000008 0.12879500000000002 0.11146500000000002 0.11843500000000001 -0.0038099999999999996 -0.07712999999999999 -0.53285499999999997 -0.49405499999999997 -0.52440999999999993 -0.077639999999999987 -0.10519499999999998 0.12408500000000001 -0.041739999999999992 -0.080759999999999985 0.11296500000000002 0.092630000000000018 0.10731 -0.116045 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 4 -2 -4 25 -6 15 8 9 -8 11 12 14 -13 17 -7 -17 -5 19 -3 -11 -12 24 -24 -23 29 27 -20 -29 -1
right_child=2 18 3 10 5 6 7 -9 -10 20 21 13 -14 -15 -16 16 -18 -19 26 -21 -22 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0012443009747585226 -0.0012443090375825452 0.00075744985777389455 -0.0012469912601920429 -0.0011288735570648891 -0.0012506625141466506 0.00097705373365414251 -0.0012453046823355384 0.0012473215332613836 0.0003314443219409365 0.0012464151517135201 0.00072294624723902334 -0.0010568686076962523 -0.00070619359028217842 0.00039672134949921993 -0.00060036946391572193 0.00060879570989642753 -0.001062509770882082 0.00084806820884004541 0.00083343946761242746 -0.0009987117528045316 -0.00095938933030349327 1.4721539533847541e-05 0.0011347754213414522 -0.00024651279713665199 -0.0010993187292933039 0.00012620189126619813 -0.00044041461887100596 0.00058784065812189092 -0.0012464076923457599 -0.00049374979312213083
leaf_weight=0.078304769239366578 0.017970323403460498 0.023444624443072826 0.017140493492661335 0.0068674353824462733 0.025784630575799383 0.048817335082276259 0.070395787033703527 0.01055136148352176 0.033713631141836231 0.010730601436080178 0.027904677728656679 0.033698795119562419 0.028484835900599137 0.052990545991633553 0.016911852508201264 0.02362893072222505 0.018372568791164667 0.23872552435204852 0.087526442257512826 0.048502419625947368 0.0085360474372464523 0.029735253905528225 0.026142392218389432 0.042429719287611078 0.054025094533244555 0.024967527046101168 0.031542581867142871 0.021944332867860794 0.019471347726721433 0.067545222814715089
leaf_count=784 119 8 21 2 12 23 224 5 62 3 18 77 10 44 22 54 50 469 41 74 60 15 31 32 83 9 28 5 92 644
internal_value=0 -0.000242374 0.000145918 0.000189362 -0.000416435 -0.000190916 -6.93331e-05 -0.000434143 -0.000577945 -0.000919881 0.00023349 0.000396742 0.000565085 -0.000168333 0.000703034 0.00046864 -0.000122278 0.000792788 7.31608e-05 -0.00042645 0.000269138 -0.000108597 -0.000260921 0.000280089 -0.00070383 -0.000747196 0.000297142 0.000477567 -0.000274521 -0.00089671
internal_weight=0 0.65378 0.593027 0.575057 0.421348 0.250531 0.224746 0.133927 0.123376 0.0896624 0.557916 0.377679 0.29099 0.0866893 0.262505 0.0908188 0.0420015 0.245593 0.232432 0.071947 0.0192666 0.180237 0.152332 0.0685721 0.0837603 0.170818 0.160485 0.128942 0.0414157 0.14585
internal_count=3121 2178 943 824 1930 493 481 354 349 287 803 624 503 121 493 127 104 471 248 82 63 179 161 63 98 1437 166 138 97 1428
is_linear=0
shrinkage=0.00124344


Tree=653
num_leaves=31
num_cat=0
split_feature=31 3 124 39 0 3 480 151 1348 484 49 48 0 1375 457 15 13 13 43 4 1375 133 1 13 43 455 48 11 3 12
split_gain=0.00507769 0.00513414 0.00566931 0.00554009 0.00733624 0.00749324 0.00680289 0.00632733 0.00680648 0.0055956 0.00603289 0.00831656 0.00719449 0.00669711 0.00567679 0.00706193 0.00692868 0.00943019 0.00837563 0.0083397 0.00838814 0.00776547 0.00649526 0.00616794 0.00594148 0.00580854 0.00564457 0.00543132 0.00541044 0.00508825
threshold=-1.0000000180025095e-35 0.30112000000000005 -0.083289999999999989 0.0046100000000000004 -0.14454499999999995 -0.013929999999999998 1.0000000180025095e-35 -0.40381499999999992 0.090205000000000021 -0.0068949999999999992 0.10595500000000001 0.12879500000000002 -0.23091999999999999 -0.088929999999999981 0.080930000000000016 -0.090344999999999995 -0.091904999999999987 -0.53104499999999988 -0.074359999999999996 0.27834500000000006 -0.012484999999999998 -0.030254999999999994 0.13075500000000004 -0.47860499999999995 -0.072534999999999988 -1.0000000180025095e-35 0.31656000000000006 -0.072629999999999986 -0.049509999999999992 0.11650500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 6 -5 -6 7 -2 9 26 11 12 -11 -14 16 -16 17 -15 21 20 -20 -18 29 -19 -25 -22 -9 -27 -26 -23
right_child=1 2 -4 4 5 -7 -8 8 -10 10 -12 -13 13 14 15 -17 18 23 19 -21 25 22 -24 24 28 27 -28 -29 -30 -31
leaf_value=0.0035943429493298712 -0.0035922698772364236 -0.0030153796051718335 0.0027063422136890361 0.0034914130593949096 0.0021213956485897712 -0.00075121146342239551 -0.0033118377433567618 -0.0031333238746047249 0.0033668794552966651 0.0017152216582096138 0.0016064377519244609 -0.0035980769488238662 -0.0035939528648433945 -0.0035991396348864953 0.0032079646464855146 -0.00024208689776847376 0.0026090409354864504 0.0035965056635789984 0.002001537884329798 0.00098754281351123201 0.0035859086897778664 -0.00045968895658883091 0.0028381242843643572 0.0028765225050431439 0.00053393602563842665 0.0020501419935668552 0.0035971752653030623 -0.0028310975518414821 -0.0027191474600276595 -0.0035972415239226949
leaf_weight=0.004829008847991644 0.0072409366152896828 0.0026403476222185409 0.014458862971764574 0.010841578447980282 0.01790346574830437 0.033828139291472326 0.0097290112717018928 0.013974025803634049 0.0067595479486044488 0.02336448836422278 0.022902773606404025 0.0095719026694496279 0.0080145029655795952 0.0063923478610377052 0.012916226804009057 0.018757853855277062 0.012362198828668625 0.009780531048818375 0.0059985206455621656 0.013578419966506772 0.0020118357369938158 0.057452223778057032 0.0069094403297640375 0.010449464628891292 0.030251114109091759 0.003080818452872335 0.0018151691183447829 0.063806417537335847 0.0084278777703730157 0.0075382683617135618
leaf_count=86 57 3 121 60 88 123 235 309 25 37 135 21 30 5 23 62 39 8 11 42 2 436 3 31 144 6 1 939 13 26
internal_value=0 -0.000107167 0.00182283 -0.000182917 0.000805787 0.000242951 -0.000348741 -0.000269403 -0.000201839 -0.000270888 -0.000172022 -0.000303133 -0.000198385 -0.000359372 -0.000263257 0.00116479 -0.000453276 0.000543058 -0.000829927 -0.00160152 -0.0020709 -1.97454e-05 -0.000471729 0.000992537 0.000474137 -0.00242546 -0.00235957 -0.00260627 -0.000174888 -0.000823615
internal_weight=0 0.452758 0.0170992 0.435659 0.0625732 0.0517316 0.373086 0.363357 0.356116 0.349356 0.333567 0.310664 0.301093 0.277728 0.269714 0.0316741 0.238039 0.0653013 0.172738 0.088476 0.0748976 0.0842621 0.0718999 0.058909 0.0491285 0.0688991 0.0157892 0.0668872 0.038679 0.0649905
internal_count=3121 3035 124 2911 271 211 2640 2405 2348 2323 2013 1878 1857 1820 1790 85 1705 201 1504 1000 958 504 465 196 188 947 310 945 157 462
is_linear=0
shrinkage=0.00359063


Tree=654
num_leaves=31
num_cat=0
split_feature=123 4 453 128 15 2 42 11 43 3 4 0 0 1212 52 15 1 42 13 52 52 47 52 14 1 47 48 16 160 4
split_gain=0.0284882 0.0215694 0.0312778 0.0271813 0.0270826 0.0213441 0.0223361 0.020287 0.0225112 0.0199742 0.0183666 0.0218338 0.0242705 0.0185816 0.0181455 0.018091 0.0167264 0.0188046 0.0160295 0.0145843 0.0222372 0.0209008 0.0141745 0.0140011 0.0144275 0.0154642 0.0131776 0.0188862 0.0130891 0.0118809
threshold=1.0000000180025095e-35 0.24564500000000003 1.0000000180025095e-35 0.086435000000000012 -0.12563999999999997 0.094835000000000017 -1.0000000180025095e-35 0.081790000000000015 -0.17390999999999998 0.30112000000000005 -0.51843499999999987 -0.0058249999999999994 -0.10096999999999999 -0.50120999999999993 0.083680000000000018 0.084050000000000014 0.122185 0.090835000000000013 -0.092879999999999976 -0.091869999999999993 -0.11183499999999999 0.13082500000000002 0.26521500000000003 -0.46885499999999997 0.10937500000000001 0.10843500000000002 0.086260000000000017 -0.092484999999999984 -0.22361499999999998 0.27834500000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 16 4 -1 6 -2 8 -6 10 -10 12 26 -14 19 28 17 23 -8 20 21 -15 -7 -3 25 29 -12 -28 -16 -25
right_child=5 2 -4 -5 7 22 18 -9 9 -11 11 -13 13 14 15 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0010763798744963858 -0.0011970956974047913 -0.00052124127981369162 -0.0011976689537469532 -0.0011990287051958626 0.00049131535930187762 0.00099727447291348857 -0.0011903482327587057 -0.0010965827558397693 -0.0012004192004887414 0.00079048718756430966 0.00021642702167820737 0.00033464422754332342 0.00084986635296864185 -0.0011968175498732084 -0.0011959625920469239 -0.0011954101925660922 0.001052897344269135 -0.0006040542310920933 0.0010930827346008968 -0.001112207191455611 0.00082472595732571642 0.00038701117073810555 -0.00041608973596792492 -2.3062449940647996e-05 0.0010362819804925472 -0.0007720687691751667 -0.00091241062213015512 9.6862843513861822e-05 0.00054544302927054188 0.001174386060229977
leaf_weight=0.041739212944321369 0.018503668148696306 0.020159237581538036 0.020002502700663172 0.035882477021232262 0.095049556306548655 0.079073830006564094 0.005768778210040181 0.027601866988334223 0.023975970510036748 0.032196426460359362 0.16654290633960034 0.11580559463482154 0.013547419729547761 0.042074958555076591 0.0072063374320805442 0.015200373461084382 0.040838880152477941 0.03331012889793783 0.018390910214748257 0.093394862642753984 0.016418477558545308 0.016595665656495839 0.011625793049461208 0.025166363649077539 0.050664784292166587 0.017575442558154464 0.044925156502358732 0.064516590668063145 0.042681468900354957 0.022343408101733075
leaf_count=147 15 13 15 188 125 147 5 104 38 49 164 104 24 263 81 463 119 32 91 625 34 6 7 42 49 10 16 27 82 36
internal_value=0 -9.60078e-05 0.000230403 -0.000179879 -0.00013733 0.000488188 -0.000208955 -8.93984e-05 -5.42142e-05 -0.000128813 -0.000173464 -0.000134926 -0.00023888 -0.000510937 -0.000589864 -5.39097e-05 0.00036639 0.00020071 0.000547852 -0.000796913 -0.000404754 -0.000748813 0.000816111 0.00039795 0.000558038 0.000185756 4.72293e-06 -0.000317438 0.000293895 0.000540087
internal_weight=0 1.12542 0.230061 0.895355 0.859473 0.133363 0.0426634 0.817734 0.790132 0.695082 0.662886 0.63891 0.523104 0.24712 0.233572 0.0650882 0.210058 0.169219 0.0241597 0.168484 0.0750891 0.0586706 0.0906996 0.135909 0.11575 0.0650852 0.275985 0.109442 0.0498878 0.0475098
internal_count=3121 2856 316 2540 2352 265 111 2205 2101 1976 1927 1889 1785 1578 1554 626 301 182 96 928 303 269 154 150 137 88 207 43 163 78
is_linear=0
shrinkage=0.00119516


Tree=655
num_leaves=31
num_cat=0
split_feature=1456 1 157 158 2 52 133 43 12 160 16 4 13 48 15 47 3 42 13 455 3 129 52 4 4 403 3 150 2 3
split_gain=0.00501605 0.00506622 0.00699684 0.00691293 0.00690718 0.00622965 0.00642342 0.00679515 0.00759715 0.00856464 0.00710401 0.00756728 0.00675097 0.00767844 0.00658548 0.00824712 0.00856697 0.00589182 0.0089165 0.00858326 0.0083279 0.00713558 0.00786571 0.0088522 0.00913241 0.00694885 0.00681706 0.00661012 0.00867462 0.00748024
threshold=-1.0000000180025095e-35 0.098700000000000024 -0.084489999999999996 0.084765000000000021 0.14753000000000002 -0.43320999999999993 -0.25159999999999993 -0.40263499999999991 -1.0000000180025095e-35 -0.079279999999999975 -0.27167499999999994 0.2623950000000001 -0.055129999999999992 0.11376500000000002 0.035560000000000008 0.11596500000000001 0.12178000000000001 0.092620000000000022 0.41383500000000001 0.081825000000000009 -0.15121499999999996 0.08326500000000002 0.11434500000000002 -0.083854999999999985 -0.49405499999999997 -0.088999999999999982 0.090900000000000009 0.088040000000000021 0.088930000000000023 -0.078934999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 17 5 -3 -7 -8 10 -10 11 -9 13 -11 15 16 -14 20 19 -19 -4 22 23 24 -22 -26 27 28 29 -25
right_child=1 4 3 -5 -6 6 7 8 9 12 -12 -13 14 -15 -16 -17 -18 18 -20 -21 21 -23 -24 26 25 -27 -28 -29 -30 -31
leaf_value=-0.0024057533947576251 -0.0037378768681534777 -0.0037370967601037058 0.0023930275185909179 -0.003468151529314597 0.0033374646188593766 -0.0033317163603547939 -0.0033655898480387273 -0.0031071937379385851 -0.0019767378852967557 0.0031950079347772857 0.0037189055209541763 0.0037371435382064539 0.0022322210147386703 -0.0013062162865307427 -0.0021395930939008996 -0.0018753581451746097 -0.0016297593205283464 -0.0036696157442581132 0.0037484800571612872 0.0037384030035872802 -0.0012102101844510375 -0.0036680828500448063 -0.0028949529190458638 -0.0037372431259498936 -0.0018311592322736497 0.0027681527911165259 0.001055249478269853 -0.0036660591787722155 0.00098835786527473385 -0.00041933333998490875
leaf_weight=0.012444791326316818 0.0082012440126391084 0.0052015775241898146 0.019885728132067015 0.0088647291168797437 0.011036959459715945 0.0061520409483364338 0.0059326546852389575 0.0054049691534601152 0.019309116924546288 0.023992130475107842 0.01951492208070249 0.0038673748194923974 0.037290729886308327 0.0067842857752111732 0.01446147999013192 0.013835514838319796 0.010210711778199766 0.018189008580577593 0.003398951841518282 0.0024803238102322203 0.014273691547487033 0.0077088038083275015 0.012216900328098745 0.0153217818075575 0.0051955215739667429 0.03896553526769253 0.031958648709405679 0.011061215879038855 0.029316938929184744 0.024882280229405751
leaf_count=288 158 108 63 141 111 22 13 6 63 78 142 74 98 11 22 28 12 343 1 7 36 180 143 345 108 131 40 45 220 84
internal_value=0 -3.66544e-07 -0.000344001 -0.000229797 0.000472702 0.00028883 0.000414409 0.000557907 0.000708399 0.000312479 0.00243972 -0.000252509 0.000727237 0.00220277 0.000128128 0.000662791 0.00140207 -0.000107563 -0.0018586 -0.00278065 9.23751e-05 -0.000147278 8.78414e-07 0.000207797 0.00138744 0.00222705 -0.000404709 -0.000983724 -0.000556948 -0.00168379
internal_weight=0 0.434916 0.251921 0.24372 0.182994 0.171958 0.166756 0.160604 0.154671 0.125884 0.0287873 0.00927234 0.106575 0.0307764 0.0757984 0.061337 0.0475014 0.234855 0.0240683 0.0206693 0.210787 0.190901 0.183193 0.170976 0.0584347 0.0441611 0.112541 0.0805822 0.069521 0.0402041
internal_count=3121 2833 2045 1887 788 677 569 547 534 312 222 80 249 89 160 138 110 1746 351 350 1395 1332 1152 1009 275 239 734 694 649 429
is_linear=0
shrinkage=0.0037357


Tree=656
num_leaves=31
num_cat=0
split_feature=401 156 375 376 130 10 1456 43 160 453 452 1446 123 42 158 155 1 42 13 3 47 13 15 47 43 131 1 43 4 3
split_gain=0.00467196 0.00472335 0.00482021 0.00548158 0.00636608 0.00551723 0.00576735 0.00528346 0.00517424 0.00505354 0.00503088 0.00482309 0.00655485 0.00568637 0.0052499 0.00591091 0.00568372 0.00735336 0.00865164 0.00698236 0.00678629 0.00597612 0.00558557 0.00517218 0.00558621 0.00692832 0.00449599 0.00455684 0.0054557 0.00498234
threshold=0.10076500000000001 -1.0000000180025095e-35 0.087420000000000012 0.088470000000000007 1.0000000180025095e-35 0.083760000000000015 -1.0000000180025095e-35 0.39192500000000002 0.10580000000000002 0.10218000000000001 0.085195000000000007 0.11581000000000001 1.0000000180025095e-35 -0.080354999999999982 0.089460000000000012 0.088610000000000008 0.11588000000000001 0.091735000000000025 0.41383500000000001 -0.15121499999999996 0.10813000000000002 0.17001000000000002 -0.24436499999999997 0.097480000000000011 -0.17390999999999998 0.08844500000000001 0.11323000000000001 0.10915000000000001 -0.42529999999999996 0.12745000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 10 9 -6 11 -3 12 14 -14 15 16 17 19 -19 -8 21 23 -16 24 -21 26 27 28 -26 -30
right_child=-2 2 -4 -5 8 -7 7 -9 -10 -11 -12 -13 13 -15 22 -17 -18 18 -20 20 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0032526931257298489 -0.0029319910844735932 -0.00325340382516924 -0.0026884305613902497 0.0021151383456282803 -0.0028869021114581827 0.0032125633927709766 0.0020148385138015232 -0.0030037134781165133 0.0028448745580005406 -0.0026210600475358942 0.0032569034840476876 -0.0032547452046624691 -0.0028749347860196699 0.0026135546148508826 0.0032531271051753426 -0.0032543480909476286 0.001198295606206531 -0.0026376077917671858 0.0032622149969362153 0.0023797390465402483 -0.0032565638141464895 -0.0032537029287224633 -0.0030604714708037301 0.0024296423336170178 -0.0032551931152598082 -0.003085987116348163 0.0032552672926598834 0.0020122424922192623 0.00014573061454888715 -0.0023549929644252586
leaf_weight=0.0047142876649104428 0.0058914653434101174 0.0090342682947834874 0.0068306873070014254 0.013359137955376355 0.012506104624634418 0.005845242371378844 0.02095247453871707 0.00572163190389574 0.0019217048798623191 0.006846559553196129 0.0014580009737983355 0.0042227933899425798 0.0022392206183212684 0.01841885863331072 0.0017598561985323622 0.0051329932663861646 0.056408177076491484 0.018067329010960975 0.003076449502259492 0.010861935530556366 0.0063788698340658803 0.0053173419269114666 0.0093873146296630239 0.010790378908836828 0.0056631096804267136 0.0074803188348369068 0.0046795985981589175 0.011355047785968964 0.14119005401778395 0.0089612346091598738
leaf_count=162 165 228 31 58 326 54 60 45 24 16 1 25 9 154 34 124 161 295 1 11 25 42 95 41 36 130 15 35 704 14
internal_value=0 -1.57148e-05 2.09798e-05 6.62255e-05 -2.95144e-06 7.72961e-05 2.84783e-05 9.68301e-05 -0.00212346 0.000146219 -0.00234873 0.000199992 0.000241899 0.00201863 0.000129813 0.000207114 0.000264212 5.7401e-05 -0.00177918 0.000223613 4.71461e-05 0.000149298 -0.00206371 0.000239331 0.000115065 -2.21055e-05 0.00011126 2.32498e-05 -0.000121699 -3.51599e-06
internal_weight=0 0.420581 0.415867 0.409036 0.395677 0.381249 0.375404 0.364912 0.0144278 0.35919 0.0104923 0.352343 0.348121 0.0206581 0.327462 0.316315 0.311182 0.254774 0.0211438 0.23363 0.212678 0.206299 0.0111472 0.200982 0.190191 0.179329 0.171849 0.167169 0.155814 0.150151
internal_count=3121 2956 2794 2763 2705 2355 2301 2072 350 2027 229 2011 1986 163 1823 1694 1570 1409 296 1113 1053 1028 129 986 945 934 804 789 754 718
is_linear=0
shrinkage=0.00325215


Tree=657
num_leaves=31
num_cat=0
split_feature=39 42 2 14 123 133 42 1456 1366 130 10 0 0 48 14 48 1374 1 4 474 158 159 159 9 3 49 52 130 1 4
split_gain=0.00443615 0.0051958 0.0052718 0.00531614 0.00623296 0.0061099 0.00623916 0.00488691 0.004665 0.00473642 0.00511079 0.00458606 0.0104036 0.00820639 0.00743435 0.00978329 0.0105344 0.00979329 0.00647504 0.0066493 0.00652941 0.00631624 0.00612173 0.00630674 0.00608077 0.00599222 0.00769356 0.0070884 0.0056764 0.00528822
threshold=0.16946000000000003 -0.26584999999999998 0.17025000000000004 0.076175000000000007 1.0000000180025095e-35 -0.084614999999999982 -0.088934999999999986 1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.058500000000000003 -0.10607499999999999 -0.084269999999999984 0.12649500000000002 -0.10708499999999999 0.097025000000000014 -0.094929999999999987 1.0000000180025095e-35 0.24564500000000003 0.088510000000000019 0.088055000000000008 -0.032739999999999991 -0.50206999999999991 -0.036024999999999995 0.11296500000000002 0.082865000000000008 0.11434500000000002 -0.0015749999999999998 0.13436000000000001 -0.49405499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 7 -6 -7 8 -3 10 11 13 22 14 -10 16 -16 24 19 20 21 -14 -13 -24 -18 26 27 -23 29 -29
right_child=-2 2 -4 -5 5 6 -8 -9 9 -11 -12 12 18 -15 15 -17 17 -19 -20 -21 -22 25 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0040466235282391192 0.0040476223614164938 -0.0031496235482636691 0.0040154129862360497 -0.0026704748002259002 -0.0027712990769075234 -0.0019135464449507851 0.0030599993533374646 -0.0040446423412216596 -0.0021430366773972855 -0.0031450234640203892 0.0039106500084753418 0.0034365575397973438 -0.0040447828588801322 -0.0024379703698805613 -0.0030463285403522136 0.0040342538503622171 -0.0040464373252649729 0.0017438648364712106 0.0034291959810697509 -0.0037384696976722927 -0.0040219363750521693 -0.0029534689691919939 0.004051679388828484 -0.0033369642022754377 0.0011280803339751447 0.0028102969776812158 -0.0040485372065372435 -0.0011633433430601856 -0.0026821916807951663 0.0015898835027332236
leaf_weight=0.0054096120975373188 0.0042396635341219726 0.0081561074086948793 0.005130896592845601 0.012827356327420603 0.0045427831728375159 0.0049193816635124668 0.025513887786644318 0.0052897717633015864 0.012506946100984351 0.0079158364881095622 0.0054303098111176942 0.0027021139990779366 0.0053846498283860447 0.014040321810171008 0.011127303972898517 0.016378180654101016 0.0086608458418595546 0.072937565500410528 0.0085341541185925962 0.0081698195073158786 0.0061955545058935959 0.0093586224801072149 0.0020101157566614338 0.031336781886210474 0.0065003437048289934 0.015095020259536795 0.0068827921853653598 0.013980302881009259 0.0071641968825133509 0.061970719678072335
leaf_count=18 23 47 54 97 21 11 204 261 30 360 38 16 118 22 12 35 53 162 64 94 72 92 4 578 5 83 60 83 10 394
internal_value=0 -0.000110189 -5.7041e-05 -0.000109869 -2.4044e-05 0.00160309 0.00225605 -0.000187708 -0.000128128 -5.44074e-05 2.05537e-05 -4.52675e-05 -0.000476283 0.000496823 0.000818461 0.00113886 0.000660947 0.00112919 1.39224e-05 -0.000203262 2.59027e-05 0.000235177 -0.00241725 -0.00289158 -0.00182787 0.000436537 7.58977e-05 0.000382878 0.000758544 0.0010831
internal_weight=0 0.406072 0.400663 0.395532 0.382704 0.0349761 0.0304333 0.347728 0.342439 0.334282 0.326367 0.320936 0.178785 0.142152 0.128111 0.115604 0.0992261 0.0880988 0.142736 0.134202 0.126032 0.119836 0.036049 0.0333469 0.0151612 0.114452 0.0993566 0.0924738 0.0831152 0.075951
internal_count=3121 3098 3080 3026 2929 236 215 2693 2432 2385 2025 1987 1668 319 297 267 232 220 1070 1006 912 840 598 582 58 722 639 579 487 477
is_linear=0
shrinkage=0.00404364


Tree=658
num_leaves=31
num_cat=0
split_feature=147 1348 14 3 38 124 38 484 1 1366 457 401 151 457 0 52 49 4 474 160 484 403 394 133 50 52 52 4 52 16
split_gain=0.00428264 0.00568872 0.00679177 0.00569916 0.00689779 0.00667679 0.00677997 0.00573676 0.00520235 0.00504062 0.00496877 0.00463004 0.00425143 0.00432514 0.00507798 0.00739737 0.0045873 0.00431187 0.00590802 0.00439124 0.00513218 0.00647301 0.00680161 0.00652693 0.00649525 0.00549333 0.00632158 0.00931312 0.0069761 0.00779604
threshold=-1.0000000180025095e-35 0.084895000000000012 0.078320000000000015 0.30112000000000005 0.13905500000000001 -0.043384999999999993 0.095410000000000009 -0.0068949999999999992 0.096860000000000016 -1.0000000180025095e-35 0.12766500000000003 0.10076500000000001 -0.40381499999999992 0.5717850000000001 -0.14116499999999996 -0.07167999999999998 -0.069799999999999987 0.50500500000000004 0.088510000000000019 -0.088079999999999978 0.073690000000000019 -1.0000000180025095e-35 -0.064889999999999989 -0.25159999999999993 0.088280000000000011 0.11434500000000002 0.10744000000000002 -0.49013999999999996 0.091275000000000009 -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 5 -5 6 8 10 -2 -9 -7 12 -11 14 15 -14 -17 18 19 -16 21 -21 -23 -24 25 26 27 -25 29 -29
right_child=1 -3 -4 4 -6 7 -8 9 -10 11 -12 -13 13 -15 17 16 -18 -19 -20 20 -22 22 23 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0037735454244326376 0.0006534064293495502 0.0031502655626129195 -0.0032987039386455823 0.004045572066269665 -0.0040520183358593448 -0.0034961653218580193 -0.0040458374092297899 -0.0040464348529485302 0.004045483775760441 -0.0040452237240285668 0.0018829751065812339 -0.0040448941830788293 -0.00039583382376098955 -0.0040467605385733985 -0.0021739737946007073 -0.00027345855389934693 0.0028657698727299584 0.0031163360935266915 -0.0038278681768890211 -0.0035108971053604454 0.0023971254126299454 -0.00374523563753742 -0.0040465241260563417 -0.0040493987158018267 0.0028087679304539749 -0.0028407261764372125 0.0039891104660933338 0.0017632910234024971 0.0035986428143203078 -0.00076468841022676068
leaf_weight=0.0050252723522135048 0.01583379924431938 0.0090583032756512694 0.010501991915134568 0.010319335730571311 0.0020641088485717782 0.014778082215542554 0.0031014920671168502 0.0053054469043445343 0.013867770940237278 0.0042004771817119027 0.0034664228574001745 0.0047161792915630931 0.034262385391230055 0.0041487269336357704 0.016538394457839445 0.0099401558418321656 0.032485833061400626 0.0061649517679143164 0.0075430610046396387 0.0090819221574633957 0.013541434717865286 0.0075411568386698482 0.0057132065260532263 0.0083268633844681972 0.015768394278438791 0.0098654787744294481 0.0071367242576343406 0.029392827250831026 0.010039510208684987 0.06206693139654363
leaf_count=22 42 54 88 123 1 450 24 34 163 41 8 141 49 7 300 18 78 70 117 511 74 63 109 74 41 28 10 54 35 292
internal_value=0 -1.64566e-05 -9.24008e-05 -7.02671e-07 0.00269584 -9.48118e-05 0.00164313 -0.000271847 0.00223718 -0.000139581 -0.00247414 -7.01362e-05 -6.32299e-06 5.22674e-05 0.000111851 0.00100167 0.00213027 -0.000215087 -0.000316482 -0.000180662 4.04915e-06 -0.000192429 9.48644e-07 0.000191432 0.000361228 5.69283e-05 0.000301337 6.16981e-05 0.000398967 4.77395e-05
internal_weight=0 0.386771 0.377713 0.367211 0.0123834 0.354828 0.0328031 0.322025 0.0297016 0.30378 0.0182445 0.298475 0.293758 0.289558 0.285409 0.0766884 0.042426 0.208721 0.202556 0.195013 0.178474 0.164933 0.155851 0.14831 0.142597 0.126828 0.116963 0.109826 0.101499 0.0914598
internal_count=3121 3099 3045 2957 124 2833 229 2604 205 2146 458 2112 1971 1930 1923 145 96 1778 1708 1591 1291 1217 706 643 534 493 465 455 381 346
is_linear=0
shrinkage=0.00404364


Tree=659
num_leaves=31
num_cat=0
split_feature=4 151 11 0 0 16 1 39 13 31 0 15 4 2 49 4 15 15 13 43 49 42 376 4 0 47 0 1 13 0
split_gain=0.0206515 0.0212235 0.0186242 0.0184782 0.0230563 0.0223853 0.0200544 0.0177364 0.0186802 0.0160849 0.0167812 0.015096 0.0157429 0.0282757 0.0137778 0.0197297 0.0145693 0.0216768 0.0136271 0.0163271 0.0136303 0.016978 0.0133287 0.0124485 0.0122547 0.0142635 0.0123583 0.0160371 0.0120296 0.0119919
threshold=0.27287000000000006 -0.27559499999999998 0.081790000000000015 -0.0058249999999999994 -0.10607499999999999 -0.014754999999999999 0.085110000000000005 0.16946000000000003 -0.099939999999999987 -1.0000000180025095e-35 -0.08824499999999999 -1.0000000180025095e-35 -0.27825499999999997 0.096540000000000015 -0.047584999999999995 0.0052350000000000009 -0.10653 -0.11713499999999999 -0.0034749999999999994 -0.16318499999999997 0.13984500000000002 0.091295000000000015 0.049360000000000008 -0.033174999999999989 -0.082974999999999979 0.13082500000000002 -0.084269999999999984 0.10089500000000001 -0.016469999999999995 -0.066089999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1 8 -6 -10 -11 -5 13 -13 15 -8 17 -16 19 -12 21 -20 24 -7 26 28 27 -21 -26 -30
right_child=1 -3 -4 11 7 23 14 -9 9 10 18 12 -14 -15 16 -17 -18 -19 20 22 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.00083825937082990395 -0.0013085890619815774 0.00062525881643144758 -0.0011503699358952097 0.0013486562218706683 0.00057661519994278731 -0.00035051523303897047 -0.00024161128921553718 0.0013771173398227246 0.0013771082168707073 -0.0013237147684449059 0.0012961353392791895 -0.0012059276652402577 0.00092973311603728522 0.00033386320307796503 -0.00048310807187738051 0.0010144480949199146 -0.00075622490940360949 0.0012416719940476816 -0.0013069915284774467 -0.0013734202157997318 0.00032553734606360722 0.00048075435376749285 0.0013744861934450667 0.00091239426318083299 -0.0013312430729981856 0.0006715762245843997 0.00064738743149967413 0.0013633991262285319 -0.0013734305323072596 0.0013686740790745393
leaf_weight=0.059034642520600755 0.011706465142196976 0.12392698504663713 0.03165614219597046 0.023418168504576897 0.028873765912521776 0.018451408604960307 0.042660274331865367 0.0099786264490830945 0.0077372041114358572 0.053705464097674849 0.012418212063494138 0.031175170039205113 0.037747351361758774 0.080563440804780839 0.033066895302908961 0.052669098688056692 0.055641722043219488 0.023489094251999632 0.075958087277513187 0.016747619044622297 0.015497637311909784 0.011532255498423183 0.0079596690775360912 0.072556907212856459 0.05293342625304831 0.010570544407528359 0.029201698961969669 0.005316417526046279 0.0053092400405603257 0.0069286728703445988
leaf_count=130 15 337 127 29 63 32 39 12 21 397 5 58 37 62 37 29 31 9 379 366 13 18 17 67 570 8 105 2 99 7
internal_value=0 0.000458349 -0.00011577 -7.86009e-05 -0.000176831 6.84698e-05 -0.000132241 -0.00042696 -0.000479801 -0.000577624 -0.000627361 0.000323764 0.000163207 -9.57398e-05 6.85986e-05 0.000452357 -0.000257463 0.000233236 -0.000477992 -0.00021026 -0.000861143 -0.00107135 -0.000348862 0.000656347 -0.000456866 -0.000807705 6.14776e-05 -0.000713973 -0.00104764 0.000179052
internal_weight=0 0.135633 0.912799 0.881143 0.708239 0.35757 0.266562 0.350669 0.34069 0.311816 0.304079 0.172904 0.149486 0.111739 0.207527 0.0953294 0.112198 0.056556 0.250373 0.147386 0.102988 0.0874903 0.134967 0.0910083 0.127008 0.0757419 0.0512657 0.022064 0.0651713 0.0122379
internal_count=3121 352 2769 2642 2456 374 275 2082 2070 2007 1986 186 157 120 145 68 77 46 1589 1179 410 397 1174 99 1157 684 473 368 676 106
is_linear=0
shrinkage=0.00137286


Tree=660
num_leaves=31
num_cat=0
split_feature=39 42 2 376 130 160 147 1348 14 376 52 4 13 52 47 12 16 44 3 43 0 0 49 157 16 151 0 457 2 133
split_gain=0.00416741 0.00465155 0.00488268 0.00440211 0.00476923 0.00490632 0.00433858 0.00528077 0.00742491 0.00527378 0.0054055 0.00483703 0.00846073 0.00483637 0.00807198 0.0066296 0.00698793 0.00480939 0.00718924 0.00490396 0.00948875 0.0111879 0.00638842 0.00573307 0.00728837 0.00699212 0.00627054 0.00560285 0.00514622 0.00753802
threshold=0.16946000000000003 -0.26584999999999998 0.17025000000000004 0.088470000000000007 1.0000000180025095e-35 0.10580000000000002 -1.0000000180025095e-35 0.084895000000000012 0.078320000000000015 1.0000000180025095e-35 0.14295500000000003 -0.49405499999999997 0.41383500000000001 0.070205000000000017 0.13148500000000005 0.084100000000000022 -0.0048099999999999992 0.082070000000000018 0.30112000000000005 -0.074359999999999996 -0.10474999999999998 -0.077809999999999976 -0.42399999999999993 -0.073574999999999988 -0.071854999999999988 0.077805000000000013 0.14486500000000005 -0.072694999999999996 0.089885000000000007 -0.16927999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 -3 8 9 10 11 12 -8 14 17 -15 -17 18 19 20 -13 22 -22 -21 25 27 -26 -25 29 -29
right_child=-2 2 -4 -5 5 -7 7 -9 -10 -11 -12 13 -14 15 -16 16 -18 -19 -20 23 21 -23 -24 24 26 -27 -28 28 -30 -31
leaf_value=-0.0036648713321168693 0.0036658836148986849 -0.0036652040738723579 0.0036324265140412738 0.0021882115106881287 -0.0033614603176111923 0.0030533554814636639 -0.0036655369201481344 0.0027920698560510485 -0.0033471660960222751 0.0027507501780768507 -0.0017534689654426095 0.002930123788687082 0.0036722221412283005 0.0027173704723935281 -0.0032189079624082169 -0.0033576630317477783 0.0015429320571980797 -0.0035545137580040723 0.0036643846709870967 0.001842685195224102 0.0022590441108005081 0.0013441232395025339 -0.0036385687335014415 -0.0036666179136278514 -0.0020903667661166469 0.0035414125501253327 0.0028279479054621661 0.0028412405614439231 0.00079016822139710069 -0.0020132672667319881
leaf_weight=0.0048347667536745567 0.0039927179883534327 0.0044853639240045587 0.0047699351503069911 0.010971022617468407 0.010585229442796162 0.0018839419545884093 0.010227675523879043 0.0086109714261510817 0.0092560536234032043 0.0089572177946593001 0.024435976700033279 0.020805005109650665 0.0026549075264483699 0.021178314838863344 0.010312897082144445 0.0064389817609367119 0.0099096275521901589 0.0047468086022490743 0.0076320313310134216 0.014960632267843721 0.0030437560053542248 0.027318344140127238 0.012927182956616434 0.0059092879746458484 0.04393365729247023 0.0071647977327984327 0.003775921533701875 0.0052052932777542074 0.046857545913866261 0.024414075844759964
leaf_count=18 23 20 54 57 370 27 116 46 73 88 320 53 1 87 32 311 14 17 66 68 2 176 382 12 314 14 8 30 141 181
internal_value=0 -9.55252e-05 -4.9306e-05 -9.69498e-05 -0.000167051 -0.00239226 -8.66647e-05 -3.95495e-05 -0.000112978 -2.02425e-05 -9.93254e-05 4.03369e-05 -0.00215333 0.000142531 -4.93901e-05 0.00136487 -0.000387192 9.35382e-05 0.000170863 4.76044e-05 0.000897428 -7.94941e-05 -0.0025146 -0.000310222 -0.000544877 7.11235e-05 -0.00170111 -0.000230674 3.4818e-05 -0.00116014
internal_weight=0 0.378207 0.373372 0.368603 0.357631 0.0124692 0.345162 0.340677 0.332066 0.32281 0.313853 0.289417 0.0128826 0.276534 0.239007 0.0375269 0.0163486 0.228694 0.223948 0.216316 0.0640943 0.0432893 0.0159709 0.152221 0.137261 0.089551 0.0477096 0.0823862 0.0764769 0.0296194
internal_count=3121 3098 3080 3026 2969 397 2572 2552 2506 2433 2345 2025 117 1908 1496 412 325 1464 1447 1381 613 560 384 768 700 378 322 364 352 211
is_linear=0
shrinkage=0.00366245


Tree=661
num_leaves=31
num_cat=0
split_feature=31 1 52 48 47 48 43 14 43 52 3 3 12 15 3 13 42 2 2 2 1 50 4 16 133 1 16 0 16 16
split_gain=0.00414715 0.00416189 0.00523234 0.00489297 0.00565341 0.00582902 0.00605961 0.00602747 0.00487732 0.0061251 0.0081506 0.00623822 0.00678981 0.00830247 0.00679444 0.00572749 0.00564687 0.00504287 0.0088755 0.00499022 0.00548881 0.0045282 0.00479364 0.00432645 0.00450077 0.00446717 0.0045809 0.0039683 0.00440836 0.00454355
threshold=-1.0000000180025095e-35 0.098700000000000024 -0.43320999999999993 -0.086869999999999989 0.087885000000000019 0.12879500000000002 -0.25681499999999996 -0.46885499999999997 -0.17390999999999998 0.11434500000000002 0.090900000000000009 -0.10831999999999999 0.088615000000000013 -1.0000000180025095e-35 -0.084074999999999997 0.14871000000000004 -0.11466499999999999 0.091055000000000011 0.092365000000000017 0.089885000000000007 0.080270000000000022 0.11610000000000001 -0.15764999999999998 0.071345000000000006 0.076280000000000014 1.0000000180025095e-35 -0.087989999999999985 -0.23091999999999999 -0.074929999999999983 0.25084500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 -3 -4 5 6 -5 -8 16 10 11 15 13 17 -15 19 -2 -13 -19 20 -10 22 -9 24 25 -16 -27 -12 -29 -30
right_child=1 2 3 4 -6 -7 7 21 9 -11 27 12 -14 14 23 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=0.0032555517680538967 -0.0032532755043602028 -0.0032531272995267022 -0.0019136762855451427 -0.0024134632813871855 -0.00021417740684056375 -0.00083449739397601459 -0.00081513535666252865 -0.0018715543872838761 -0.0027787354884689867 -0.0026955619948190409 0.0028804505393886233 -0.0031180729331903917 -0.0032534144850897796 -0.0032560039755084964 -0.0032536137112566888 -0.001668818570149745 0.0013847557589689559 0.0022491777183087096 -0.0022810687471529253 0.0023384508435765239 0.0018082144941036051 -0.0010523804500250063 0.0026480630449257389 -0.002774625023291709 0.0027855384336865161 0.0028614908190616067 -0.00080220856090425468 -0.0011827939940285191 0.0028917669520899174 -0.00024071623873711119
leaf_weight=0.0039754594913574684 0.0031188712654852671 0.0041880586937850231 0.0088204503153974656 0.003904745841282419 0.055503571562667275 0.01331207852854277 0.0083563706093627843 0.0026156442017963846 0.0056249828207910468 0.013331977317477595 0.0082836209317065368 0.018910379629801355 0.01506916970021166 0.0051010411354042154 0.0033008392436215664 0.010846628720173612 0.025283867579446451 0.0068032947078222597 0.013958168291424045 0.015340365105316778 0.0054154848523921828 0.0043138044784427612 0.048578972728819281 0.0032522711306910415 0.011298237149219403 0.0068786815395469603 0.0075949019837935339 0.012185586696432438 0.0096887393629003782 0.009902892545596842
leaf_count=86 49 109 22 9 165 22 36 12 29 329 14 366 709 241 108 15 100 19 74 55 22 20 350 16 32 14 33 17 20 28
internal_value=0 -8.43321e-05 0.000330691 0.000433914 0.000585518 0.00113294 0.00151941 0.00175987 -0.000378308 -0.000573127 -0.000406144 -0.000803006 -0.00125683 -0.000866586 0.000232185 0.00032056 0.000875459 -0.00190315 -0.000796559 0.0011385 -0.00052878 0.00214751 0.00241715 0.00078264 0.00118058 0.000160395 0.000938993 0.000875701 0.000353107 0.00130841
internal_weight=0 0.360784 0.149594 0.145406 0.136585 0.0810816 0.0677695 0.0638648 0.21119 0.182787 0.169455 0.129394 0.092167 0.0770978 0.037426 0.0372275 0.0284027 0.0396718 0.0207615 0.0263808 0.0110405 0.0555084 0.0511946 0.0323249 0.0290727 0.0177744 0.0144736 0.0400608 0.0317772 0.0195916
internal_count=3121 3035 745 636 614 449 427 418 2290 2141 1812 1733 1612 903 444 121 149 459 93 106 51 382 362 203 187 155 47 79 65 48
is_linear=0
shrinkage=0.00325215


Tree=662
num_leaves=31
num_cat=0
split_feature=1456 12 132 133 13 1 448 42 15 15 12 51 42 43 42 160 13 43 453 1 49 1 52 147 124 160 1 4 4 1209
split_gain=0.0218879 0.0203835 0.0226189 0.0232392 0.0323838 0.0204395 0.0194859 0.0180005 0.0157643 0.0157256 0.0150868 0.0138932 0.0157661 0.015244 0.0183816 0.0140965 0.0159575 0.0193818 0.0130062 0.014435 0.0213095 0.0182069 0.0173701 0.0128985 0.0121161 0.0127639 0.0124236 0.0232492 0.0110318 0.0109558
threshold=-1.0000000180025095e-35 0.084100000000000022 0.081465000000000024 -0.0084449999999999994 -1.0000000180025095e-35 0.12958500000000003 -0.081729999999999983 0.091735000000000025 0.024640000000000006 0.19724500000000003 0.085635000000000003 -1.0000000180025095e-35 -0.11051499999999999 -0.15879999999999997 -1.0000000180025095e-35 -0.085764999999999994 -0.53104499999999988 0.13895500000000002 1.0000000180025095e-35 0.094465000000000007 -0.043469999999999995 0.091195000000000012 -1.0000000180025095e-35 0.090115000000000015 -0.51664499999999991 -0.26568499999999995 0.077845000000000011 -0.080364999999999978 0.50822500000000004 0.091400000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 -5 10 18 23 -3 28 -13 -14 -15 -16 -17 -18 19 21 -21 -6 -22 -9 -8 -26 27 -27 29 -12
right_child=1 5 -4 4 8 -7 24 9 -10 -11 11 12 13 14 15 16 17 -19 -20 20 22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.0010305140037971351 -0.00090171959353443302 -0.0011475738003158575 0.000984373111360809 -0.0011930863050212523 2.6423184656719258e-05 0.00065936618601776921 -0.0012071536199252983 -0.0011996896251802594 -0.00092160364401832305 0.00086796070970802768 -0.0012596403682989439 -0.0011606353832773896 0.00072290542147036472 -0.001187634419489558 -0.0012954087241059547 -0.0013006849172538814 4.0658327644069159e-05 0.0011836178029670055 -0.00084679195688981636 0.0011465435661196536 -0.00054134157175852332 -0.0011573081856722932 0.0005334195884388914 0.0012945184031512653 -0.0012989945132603252 0.0011925905157619573 0.0012421189612819884 -0.00096173292684687895 0.0008397037898920731 0.0012241889163337233
leaf_weight=0.037050546205137036 0.038650444781978877 0.024940040606566072 0.048820908201832935 0.0087015974140740582 0.12266129836279993 0.039599886490577774 0.0048016820219345382 0.066173106041560459 0.032655792718287557 0.0077990448335185638 0.03394267913108695 0.017790372726949388 0.051777445639345276 0.021773078785145006 0.011639685859790916 0.011264962769928388 0.1098671460831615 0.032080920856969897 0.026477691862965003 0.043578297147178091 0.044501607146230526 0.026432269929500762 0.057925649912249355 0.0036619978491216889 0.0043076797628600607 0.020703472792774846 0.082408152254629385 0.014089006733001952 0.0060631872765952713 0.0032572389973211094
leaf_count=288 104 200 104 7 102 59 2 439 52 4 234 73 62 434 79 4 252 11 20 41 41 23 56 6 6 25 288 91 10 4
internal_value=0 -1.82566e-05 0.000141908 6.39949e-05 0.000140287 -0.000227412 0.000679407 -0.000314759 -6.51929e-05 -0.000874324 -0.000180845 -0.000100332 1.41762e-05 0.000101844 -7.0463e-05 7.70885e-05 0.000181358 0.000298972 2.17747e-05 9.97066e-05 0.000388838 -0.000183436 6.64677e-05 -0.0010689 0.000808405 0.000888054 0.000968439 0.00032021 -0.000778419 -0.00104216
internal_weight=0 1.01835 0.576716 0.527895 0.489244 0.441631 0.135012 0.402031 0.354233 0.0776341 0.324397 0.299457 0.256194 0.238403 0.186626 0.164853 0.153213 0.141948 0.321577 0.295099 0.146006 0.149094 0.102427 0.0698351 0.12631 0.121508 0.117201 0.0347925 0.0432631 0.0371999
internal_count=3121 2833 962 858 754 1871 419 1812 335 449 1363 1163 915 842 780 346 267 263 283 263 138 125 97 445 412 410 404 116 248 238
is_linear=0
shrinkage=0.00129368


Tree=663
num_leaves=31
num_cat=0
split_feature=39 3 480 151 4 12 52 133 3 3 150 0 43 1212 15 1 133 11 0 156 13 52 42 15 2 14 2 1 2 124
split_gain=0.0142092 0.0152264 0.0140229 0.0130075 0.0122557 0.0118949 0.0116112 0.0125934 0.0115857 0.0181627 0.0208948 0.0164008 0.0142812 0.0142562 0.0128566 0.012773 0.0122232 0.0144081 0.011998 0.0116639 0.0116318 0.0126027 0.0135023 0.0108885 0.0111382 0.0103386 0.00962504 0.00953235 0.00929822 0.00980921
threshold=0.0046100000000000004 0.31299000000000005 1.0000000180025095e-35 -0.40381499999999992 0.27834500000000006 -0.12529499999999996 -0.51296999999999993 -0.25159999999999993 -0.12018999999999998 0.090900000000000009 0.087865000000000013 -0.10096999999999999 -0.074359999999999996 -0.50120999999999993 -0.11713499999999999 0.10752500000000002 0.0068000000000000014 0.082245000000000013 -0.08824499999999999 0.091255000000000017 -0.084034999999999985 -0.087769999999999987 0.088200000000000014 0.088345000000000021 0.087015000000000023 0.023790000000000002 0.08622500000000001 0.10538500000000002 0.094835000000000017 -0.083859999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -2 -5 -8 15 10 11 14 18 -14 -10 16 17 26 -13 -11 -20 22 -22 -23 -25 -15 -9 -16 29 -7
right_child=4 -3 -4 6 -6 28 7 8 9 19 -12 12 13 25 27 -17 -18 -19 20 -21 21 23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0013473414467282242 -0.00077875244891835351 0.0013470055989138257 -0.0012427104932576311 -0.0010923455569401784 0.0013277376338656703 0.00088246131496273598 -0.0012532311702617121 -0.00023500361013969586 -0.00083309780300824875 0.00033647175412188454 -0.0012095360225833685 -0.0013466267240154176 0.00097098175821985636 -0.0012911926335437813 0.00011264321639061074 0.0012120989593641146 -0.00084650085947432095 -0.00056200049371512542 0.0010205647235368535 -0.00070979744204329169 -0.00098672373166865958 -0.0013379923662043445 0.0012460022296799543 0.00076395035373648086 -0.0013469626299249242 0.0013488799161020604 0.00090479004810639023 0.0010077326758498625 0.00077175365404528963 -0.00052606567298119327
leaf_weight=0.014766902743303945 0.01875788483175711 0.012883943262977482 0.019921780478625806 0.019572238846194523 0.020648069264098012 0.013091797975903319 0.015159273282051799 0.017653546476140036 0.01811115989312384 0.17112953507967177 0.040407657581454259 0.012627985041490319 0.006309547366527112 0.054400521833372295 0.067024348610175366 0.024501343392330455 0.018940154221127159 0.024390442602452822 0.01794830721632934 0.02175626589996682 0.0069839980451433794 0.020808985685789594 0.016496822768658603 0.01336883217391005 0.0068476102787826667 0.0028267084635444908 0.055987641851970693 0.03177025117474841 0.052449501314185909 0.028358858257888642
leaf_count=57 33 105 235 216 128 50 152 32 37 149 109 149 22 810 87 55 42 34 49 29 53 165 16 30 56 3 52 19 101 46
internal_value=0 -0.00010326 -0.000129222 -9.75233e-05 0.000374476 0.000199761 -7.05812e-05 -4.05291e-05 -1.22592e-05 -0.000106989 -0.000305685 -0.000173129 -0.000455044 -0.000949091 0.000209377 0.000328445 0.000143352 0.000334596 -0.000124908 0.000218459 6.21991e-05 -0.000204458 0.000581913 -0.000654536 4.89527e-05 -0.00116079 0.000631554 0.000400485 0.000395233 -8.11957e-05
internal_weight=0 0.732596 0.719712 0.69979 0.133306 0.112658 0.685023 0.665451 0.650292 0.508819 0.315933 0.275525 0.158619 0.0635368 0.116906 0.141473 0.116972 0.0980316 0.0950825 0.192886 0.0824546 0.0645062 0.0234808 0.0410254 0.0202164 0.0572272 0.0736412 0.0987946 0.0939002 0.0414507
internal_count=3121 2763 2658 2423 358 230 2366 2150 1998 1783 1605 1496 1353 835 143 215 160 118 518 178 369 320 69 251 86 813 84 106 197 96
is_linear=0
shrinkage=0.00134594


Tree=664
num_leaves=31
num_cat=0
split_feature=123 2 42 1456 1 52 457 1375 3 132 42 47 47 43 1 160 151 160 160 3 474 133 50 49 1456 447 13 0 15 1
split_gain=0.0167271 0.016603 0.0163557 0.0162768 0.0164575 0.0167937 0.0157065 0.0165621 0.0187447 0.0160143 0.0202422 0.0268692 0.0203934 0.014455 0.0144368 0.0142991 0.0179388 0.0142558 0.0142525 0.013321 0.0132094 0.0141273 0.0127727 0.013199 0.0127551 0.0124729 0.0123815 0.0117707 0.0121446 0.0105346
threshold=1.0000000180025095e-35 0.094835000000000017 -1.0000000180025095e-35 1.0000000180025095e-35 0.12500000000000003 -0.23798499999999997 0.080930000000000016 -0.42089999999999994 0.090900000000000009 0.079970000000000013 -1.0000000180025095e-35 0.11518500000000002 0.10813000000000002 -0.084794999999999995 0.10374500000000002 -0.079874999999999988 -0.0017399999999999998 0.086870000000000017 0.35004500000000011 -0.082039999999999988 0.088435000000000014 0.10622000000000002 0.10124500000000002 -0.10774499999999999 -1.0000000180025095e-35 0.10648000000000001 -0.092879999999999976 -0.077809999999999976 0.079055000000000014 0.083135000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 18 9 -8 19 10 11 -7 14 27 17 -16 -17 20 25 29 21 22 23 -12 -25 -1 -4 28 -11 -9
right_child=1 -3 26 -5 -6 6 7 8 -10 13 12 -13 -14 -15 15 16 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0012669625858526929 -0.0013742199529553159 0.00090995081665952784 -0.0013686395462785489 -0.0013737877221433007 0.00042378094952188046 -0.0013244511867445273 -0.0004941030101357209 -0.00016201150957358647 0.001343093852653063 0.00076022255519434174 -0.00081299467095226308 0.001245977774941207 -0.0011331639849109368 -0.00099030159288166202 -0.00048865084537286609 -0.00057335698348776976 0.0010714169646717561 -0.0010769757741986193 0.0011238440707818252 -0.0013117929151468936 -0.0013748712217900743 -0.0011463032977040164 -0.0013739027232614668 -0.0013737189783893542 0.00028918125671730416 0.0013778515902681517 0.0012544735944395521 0.001297418221389597 -0.001373668019011402 0.001270334806228607
leaf_weight=0.048935862997723234 0.014627479101363861 0.063131193350272952 0.0045551238699772503 0.018645339262320704 0.10817930383200292 0.056619864488538951 0.031885786356724566 0.02265952182096953 0.041018955334948259 0.013787361932372733 0.026189644606347429 0.0088647708162170602 0.037284635307059943 0.010689367141367256 0.025781915572224534 0.016104836628073826 0.055800922558773891 0.032448351667198949 0.006148089546513801 0.010172028503802721 0.01492577779936255 0.02044630018326643 0.011494398679133155 0.0090759389713639393 0.20641605242440164 0.0036085336469113818 0.01327648847313867 0.031363443657028256 0.0079111666250355483 0.016892530873519718
leaf_count=315 15 154 5 269 187 553 16 48 40 32 29 9 56 100 22 27 63 83 15 29 61 183 81 110 424 1 91 38 42 23
internal_value=0 0.000499691 -0.000298243 -0.000104542 -7.74867e-05 -0.00014823 -8.97159e-05 0.000357028 0.000656103 -0.00018333 -0.000262738 -0.000976488 -0.000160232 0.000466186 -7.35907e-05 0.000388523 0.000703035 -0.000214224 -0.000853915 8.93827e-05 -0.000117204 -4.85999e-05 4.00497e-05 0.000107297 0.000219144 -0.00108533 0.000584394 0.000759596 -1.77825e-05 0.000449738
internal_weight=0 0.0955903 0.0324591 0.893351 0.874705 0.766526 0.707834 0.122629 0.090743 0.585205 0.521453 0.0654846 0.455969 0.0637513 0.418684 0.0976877 0.0719058 0.320996 0.0586925 0.0497241 0.288548 0.273622 0.253176 0.241682 0.215492 0.0525444 0.0178316 0.053062 0.0216985 0.0395521
internal_count=3121 265 111 2856 2587 2400 2069 156 140 1913 1701 562 1139 212 1083 112 90 971 331 100 888 827 644 563 534 316 96 112 74 71
is_linear=0
shrinkage=0.00137286


Tree=665
num_leaves=31
num_cat=0
split_feature=1213 475 1456 375 39 13 151 480 52 1 12 157 133 3 1 0 42 454 0 474 4 2 4 150 4 3 47 51 156 2
split_gain=0.00413458 0.00546652 0.00431997 0.00422774 0.00432695 0.00623847 0.00469738 0.00490563 0.00492472 0.00516827 0.00649694 0.00541029 0.00485839 0.00672732 0.00620305 0.00478169 0.0047796 0.00516526 0.00561307 0.00494 0.00442246 0.00577928 0.00533089 0.00517137 0.0043102 0.00651385 0.0037792 0.00668422 0.00586095 0.0035925
threshold=-1.0000000180025095e-35 -0.086004999999999984 -1.0000000180025095e-35 0.087420000000000012 0.0046100000000000004 -0.47860499999999995 -0.40381499999999992 1.0000000180025095e-35 -0.43320999999999993 0.10781 0.10832500000000002 -0.084489999999999996 0.093255000000000018 -0.15121499999999996 0.090405000000000013 -0.036484999999999997 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.23194499999999998 0.085860000000000006 -0.0016099999999999997 0.089885000000000007 -0.49013999999999996 0.090480000000000019 0.26790000000000008 0.11296500000000002 0.13148500000000005 0.123935 0.096630000000000008 0.096325000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 -4 -7 8 -8 10 11 -10 13 -13 -14 26 19 -18 -19 -15 22 -22 -20 -24 25 -6 27 28 -11 -23
right_child=2 -3 3 -5 24 6 7 -9 9 15 -12 12 14 16 -16 -17 17 18 20 -21 21 29 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0042090137648949375 -0.0027296191169889567 -0.0035462116741376785 0.0025709975633739571 -0.0034308100731062583 0.0014301628365178804 -0.0038726377551093366 -0.0032401250993728389 -0.0036107922956461177 -0.004209117549822828 0.0023472109711802237 -0.0042122733353108198 0.0025278985335008804 -0.0042106908663215332 -0.0039384189371244249 0.0028215333712052091 0.0042092106976611195 -0.004209683276796725 0.0040568846792907506 -0.0042113927966378421 0.0037975820675315696 -0.002839688059198953 0.0015815824037867581 0.0014753259969253853 -0.0027238680976839772 0.0040119122252709177 -0.0033606140168240305 -0.0017644485633785999 -0.0018570923249113754 -0.0015021994703225692 -0.0014906980523529717
leaf_weight=0.0018857511458918461 0.0098071388311495866 0.010948230270457771 0.015423560027215899 0.0058938081436963321 0.034959872688091309 0.0059603484658055086 0.0080722850348138309 0.006852372343914225 0.0055830585541229985 0.041905721420334885 0.0072209439497896702 0.019321429849696869 0.0093597103552838234 0.0095294040495730314 0.0029103827394010304 0.0074059267941493081 0.0046963189613791192 0.0066047482075646249 0.0035793585757346513 0.0017255005416245703 0.017470663335529935 0.015606162710128046 0.054267523008434189 0.0057396028646508048 0.008644296590432532 0.0058659119458752676 0.0098311569672659971 0.011451221949300816 0.0084044018735767168 0.011852172707904174
leaf_count=4 258 487 65 28 184 58 212 217 70 120 92 60 216 277 48 59 37 27 25 6 80 27 220 24 134 10 17 17 17 25
internal_value=0 -0.0024067 2.38166e-05 0.00010183 0.000163023 -3.26636e-05 -0.000178506 -9.67719e-05 -5.05414e-06 9.75705e-05 -0.000304722 -0.000137014 2.75176e-06 0.000210427 -0.0025427 0.000991121 -0.000131195 0.000115027 0.000291453 -0.0027524 6.22719e-05 -0.000948092 0.000776176 0.00107368 0.00131323 0.000741817 0.000658224 0.00104386 0.00170416 0.000255457
internal_weight=0 0.012834 0.355945 0.346138 0.340244 0.290774 0.27535 0.26939 0.262538 0.254465 0.175467 0.168246 0.162663 0.150393 0.0122701 0.0789984 0.131071 0.119817 0.11512 0.0112549 0.108515 0.044929 0.0635865 0.0600071 0.0494701 0.0408258 0.0715925 0.0617613 0.0503101 0.0274583
internal_count=3121 491 2630 2372 2344 2016 1951 1893 1676 1464 1234 1142 1072 808 264 230 748 465 428 283 401 132 269 244 328 194 171 154 137 52
is_linear=0
shrinkage=0.004207


Tree=666
num_leaves=31
num_cat=0
split_feature=12 132 1 13 448 43 42 15 47 1 3 52 1 52 49 42 47 4 474 0 3 43 13 15 16 13 0 43 52 52
split_gain=0.0176733 0.0191195 0.0154057 0.0144818 0.0146451 0.014483 0.0138852 0.0115214 0.0119869 0.021131 0.0268231 0.0149905 0.0133116 0.0133018 0.0107834 0.0100643 0.0164582 0.0120741 0.0128327 0.0110547 0.0154075 0.0128293 0.0112389 0.00967772 0.0101263 0.00904253 0.0090012 0.0086065 0.00885429 0.00962738
threshold=0.079890000000000017 0.081465000000000024 0.12958500000000003 -0.072309999999999985 -0.081729999999999983 -0.082144999999999982 0.091735000000000025 0.035560000000000008 0.092710000000000015 0.094090000000000021 0.12178000000000001 -0.085984999999999992 0.14089500000000002 -0.081429999999999989 -0.069799999999999987 -1.0000000180025095e-35 0.11518500000000002 0.40473500000000007 0.085500000000000007 -0.084269999999999984 -0.077774999999999983 -0.084004999999999982 -0.10278499999999999 0.19724500000000003 -0.54656499999999986 -0.43167499999999998 -0.13027499999999997 -0.0037449999999999996 0.11434500000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 4 -1 -6 15 8 9 11 -11 -5 -10 -13 -15 16 -2 18 19 20 26 -21 -22 24 -8 -7 -17 -23 29 -29
right_child=2 -3 -4 7 5 25 23 -9 12 10 -12 13 -14 14 -16 17 -18 -19 -20 21 22 27 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0012713862654118631 -0.00097451724820873888 0.0010093780915318839 0.00061216413209216945 -0.0012698440673515297 -0.00092719487371293685 7.4718588104758318e-05 0.0012691554644847318 -0.00083556467311221919 -0.0008391305511420788 0.0010232367372473474 -0.00038321413941468492 0.0010293486578858329 0.0003913262655544833 -0.0010252001946089997 6.9155728488341734e-06 -0.00014453630419122805 0.00088956678233745041 0.0010711802118301456 -0.001221689257356222 0.00072450508870104972 -0.0004345336715002189 -0.0012689668099399236 0.0010301852932047167 0.0006955721451391303 -0.0011517815344716281 0.0011280252442167767 -0.0012134664106573944 -0.00055043028149280734 -0.00090295727406791996 0.00063519844178006914
leaf_weight=0.006735475384630262 0.047844882986282755 0.03659847671406169 0.031501005707468721 0.017699145517326542 0.0081022705580835463 0.017492540081548213 0.0029339710017666212 0.028483760447670647 0.046795466342246073 0.069378297494722574 0.031815812053537229 0.016741794417612255 0.020269458997063339 0.020037557562318398 0.086919629089607042 0.019957168541623105 0.0090622102852648823 0.013719094250518538 0.016769809038578387 0.044386664349076455 0.017611045898775046 0.0094440725041522455 0.016158975190592173 0.0058137972664553663 0.052718729466391778 0.052341776835874043 0.034715882373347995 0.016015790135497809 0.013104533703881316 0.035297570510010701
leaf_count=3 704 93 59 52 22 45 5 63 75 174 22 5 11 16 97 35 13 25 161 63 20 117 24 4 500 166 430 67 10 40
internal_value=0 0.000129938 -0.000237939 5.3814e-05 0.000522889 0.000677955 -0.000313255 -6.36445e-05 7.3604e-06 0.000138565 0.000581043 -0.000178103 -0.000467242 -2.1894e-05 -0.000186443 -0.00019867 -0.00067767 -8.37426e-05 -0.000154647 -6.80736e-05 -0.000407233 0.000185598 0.000266335 -0.000861492 -0.00102415 0.000864186 -0.000823277 -0.000138253 2.75165e-05 0.000265143
internal_weight=0 0.459411 0.387055 0.422813 0.0846721 0.0779366 0.355554 0.338141 0.309657 0.242592 0.101194 0.141398 0.0670649 0.123699 0.106957 0.294088 0.0569071 0.237181 0.223462 0.206692 0.0884431 0.118249 0.03377 0.0614665 0.0556527 0.0698343 0.0546731 0.073862 0.0644179 0.0513134
internal_count=3121 844 2277 751 236 233 2218 515 452 366 196 170 86 118 113 1709 717 992 967 806 509 297 44 509 505 211 465 234 117 107
is_linear=0
shrinkage=0.00126831


Tree=667
num_leaves=31
num_cat=0
split_feature=31 39 42 2 14 3 457 1375 52 43 43 3 133 160 40 43 2 51 454 124 52 11 52 130 42 15 4 13 33 4
split_gain=0.00418175 0.00391326 0.00409947 0.00443474 0.00416254 0.00527726 0.00526561 0.00532196 0.00823775 0.00590195 0.0051298 0.00847717 0.00705066 0.00537598 0.00529919 0.00521094 0.0069479 0.00503419 0.00479838 0.00463045 0.00431966 0.00434406 0.00386307 0.00385435 0.00380787 0.00465608 0.0069749 0.00660989 0.00376655 0.00392149
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 0.17025000000000004 0.076175000000000007 0.30112000000000005 0.080930000000000016 -0.43996499999999994 -0.088204999999999992 -0.090869999999999992 -0.074359999999999996 -0.075944999999999985 -0.032969999999999992 -1.0000000180025095e-35 -0.081804999999999975 -0.0037449999999999996 0.11704500000000001 0.14431500000000003 -1.0000000180025095e-35 -0.083229999999999985 -0.23375999999999997 0.087830000000000005 -0.40306999999999998 -0.23647499999999996 0.09832500000000001 -0.09551999999999998 -0.083644999999999983 0.17001000000000002 -1.0000000180025095e-35 0.24564500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 10 -8 9 -9 11 12 -4 -14 -13 16 -12 18 -17 -7 -15 23 -6 -22 25 -25 27 -27 -20 -30
right_child=1 -3 3 -5 22 19 7 8 -10 -11 15 14 13 20 -16 17 -18 -19 28 -21 21 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=0.0036665688769486528 -0.0036646381318202418 0.003665817304621781 0.0025422802264734009 0.0036273338865715492 0.0023808034261323455 -0.0025306330657468581 -0.0013418416543431848 0.0019955158526472022 0.0022490573408054187 -0.0035689450688660184 -0.0035950320412085307 -0.0006004807877628914 -0.0030504587864322958 -0.0036634086751874788 0.0028433773202813308 -0.0036647044701952126 0.001943957015630068 -0.0036658168699982051 -0.0036660254071506928 0.0036640776143569533 -0.003668888354123706 -0.0034443943735657217 -0.0033419070974130809 0.0026854613988214569 0.0036687044096526196 0.0019167205914888924 -0.0036650908448409357 -0.0036652637569432526 -0.00046726061403158187 0.0010716054951933687
leaf_weight=0.0040114088420750696 0.0043545069811443673 0.0036751086202002617 0.0093798413696504213 0.0042546375226493174 0.001914602061788174 0.0019972476438852036 0.011856990006322121 0.004183980144830457 0.035876100513974052 0.0065741319449443836 0.015887608511860662 0.0082347107099849381 0.012131874646598817 0.0046984497166420161 0.022017873952961509 0.0056978199427248901 0.0037557012144304727 0.0065311848455280588 0.004147418512729927 0.008536020775295583 0.0028783827565348466 0.0043469913071021429 0.0091145662428289143 0.0079436686551730383 0.0051007079018745563 0.013210452831629024 0.00686761641640033 0.0036266865354264146 0.098212728934640836 0.028704029432446987
leaf_count=86 18 21 40 51 10 4 12 17 149 35 606 33 356 141 119 19 53 28 18 96 8 11 86 36 5 64 119 35 729 116
internal_value=0 -9.38586e-05 -0.000133108 -8.88777e-05 -0.000134917 -6.14697e-05 -0.000144951 0.00084908 0.00140613 -0.00140485 -0.00036571 0.000285314 -0.000413256 -0.000869181 0.00190596 -0.000767014 -0.00253601 -0.000524512 -0.000374497 0.00248948 -0.000325491 3.11484e-05 -0.00234848 0.000412403 0.00073207 0.000258779 -0.000554423 0.000714372 -0.00023146 -0.000119224
internal_weight=0 0.355712 0.352037 0.347682 0.343427 0.332398 0.321865 0.0584912 0.0466342 0.0107581 0.263374 0.100437 0.0701847 0.0608048 0.0302526 0.162936 0.0196433 0.143293 0.136762 0.0105333 0.048673 0.0439745 0.0110292 0.0396275 0.0367491 0.0316484 0.0237048 0.0168371 0.131064 0.126917
internal_count=3121 3035 3014 2996 2945 2849 2749 213 201 52 2536 967 815 775 152 1569 659 910 882 100 419 278 96 267 259 254 218 99 863 845
is_linear=0
shrinkage=0.00366245


Tree=668
num_leaves=31
num_cat=0
split_feature=1 1374 1374 47 4 1426 484 44 15 160 1444 42 150 160 133 0 0 4 52 50 2 147 52 3 150 49 16 457 51 133
split_gain=0.0224555 0.0246611 0.0225332 0.0219863 0.0229838 0.019942 0.0196032 0.0195044 0.0222782 0.018795 0.0181325 0.0178891 0.0161413 0.0166491 0.0258516 0.0160839 0.021079 0.0201383 0.0310506 0.0154835 0.0148663 0.014653 0.0155085 0.0142476 0.0141344 0.0138457 0.0128524 0.0123131 0.0181901 0.0156962
threshold=0.094385000000000011 -0.094929999999999987 -1.0000000180025095e-35 0.096300000000000011 -0.17966999999999997 -1.0000000180025095e-35 -0.0068949999999999992 0.087770000000000015 -0.07490999999999999 -0.091944999999999985 -0.083144999999999983 -0.095859999999999987 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.060129999999999996 -0.23091999999999999 -0.49405499999999997 0.10347000000000002 0.11875500000000001 0.10855000000000002 0.088610000000000008 0.19022000000000003 -0.097174999999999984 0.12187000000000002 0.005085000000000001 0.19444000000000003 -1.0000000180025095e-35 0.045645000000000005 0.076280000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -6 -4 8 19 10 -8 -11 -5 -14 -15 16 -13 18 -17 -7 -19 22 24 -22 26 27 -10 -18 29 -29
right_child=3 2 6 12 5 7 9 -9 21 11 -12 15 13 14 -16 17 25 20 -20 -21 23 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0012511089777129331 -0.00079948713857611324 0.0011638979273141026 -0.0012448295046349207 -0.0010860240130529792 -0.0012543231549477076 0.00095119314755692189 0.0011096244752547082 -0.0011737122080971777 0.00068409671622735144 -0.0010891834078706512 -0.0012453489223389841 0.001138235529479714 -0.00089661480321561588 -0.00092251561419923439 0.00044556267935028657 -0.0012500622163429235 -0.0012448324376360834 0.0007946180301321062 0.00061583665206810462 -0.00048333044835508306 0.00042617821817630432 0.00092048501481122578 -0.0010134695128094133 -0.0012462614919438912 -0.00068502161068909268 -0.0012444401809552528 -0.00060079101530077165 -0.00055388930788763347 0.00067435942249208496 0.00017689052530003204
leaf_weight=0.033659293059827178 0.026762485520521295 0.019320863553730305 0.026546777535259025 0.028245259971299674 0.010917792682448635 0.14636041165022107 0.0058325953687017309 0.01098618628384429 0.061242525608577125 0.025810688727915476 0.037926970748230815 0.016889390390133485 0.029800906535456306 0.027514465968124568 0.095410325462580658 0.029032231041128398 0.016600238869614259 0.092652544313750695 0.026263901614584029 0.012637840045499615 0.02243787024053745 0.031817924143979326 0.020499245240443997 0.012135217214563454 0.022763212124118581 0.021772886384951562 0.01498103626727243 0.12392702528063637 0.036131233395735762 0.07175668108584432
leaf_count=38 107 9 397 21 10 363 11 9 98 149 280 8 53 33 93 38 60 43 6 13 7 69 45 65 8 208 21 543 94 222
internal_value=0 -0.000216128 -0.000156581 0.000130888 0.000309047 0.00039835 -0.00020168 0.00045451 0.000512157 -0.000150319 -0.000931461 -8.13204e-05 -0.000222501 -6.28e-05 0.000139343 -2.5925e-05 -0.000209417 0.000262678 -0.00036382 0.000837171 0.000534973 0.000170614 -2.90688e-05 -0.000160851 0.000174791 -0.000293658 0.000431564 -0.000210325 -0.000136244 -0.000285914
internal_weight=0 0.618696 0.585037 0.53994 0.358969 0.332206 0.565716 0.321288 0.310302 0.539169 0.0437596 0.49541 0.180971 0.152726 0.122925 0.469599 0.287077 0.182522 0.0552961 0.158998 0.127226 0.151304 0.119486 0.0345731 0.0989868 0.270188 0.0762236 0.248415 0.231815 0.195684
internal_count=3121 2178 2140 943 743 636 2131 626 617 1734 291 1443 200 179 126 1294 1135 159 44 376 115 241 172 72 127 1127 119 919 859 765
is_linear=0
shrinkage=0.00124344


Tree=669
num_leaves=31
num_cat=0
split_feature=160 16 1 51 0 0 51 4 52 158 42 16 1212 474 12 52 133 133 47 15 3 1 12 0 0 150 130 51 0 16
split_gain=0.0038892 0.0049046 0.00444027 0.00756422 0.00541606 0.00529943 0.0055988 0.00513913 0.0101339 0.00654366 0.0068368 0.0051113 0.00555293 0.00662471 0.00592798 0.00495562 0.00454836 0.0049681 0.00447022 0.00546569 0.00892947 0.00766218 0.00720657 0.00593105 0.00555411 0.00525306 0.00481512 0.0039857 0.00375461 0.00371696
threshold=-0.40698999999999991 0.25084500000000004 0.094385000000000011 0.08955500000000001 -0.23051499999999997 -0.077999999999999986 0.045645000000000005 -0.49405499999999997 0.10347000000000002 0.094245000000000009 0.091735000000000025 -0.51370499999999997 -0.50120999999999993 0.084660000000000027 0.082095000000000015 -0.43320999999999993 0.083950000000000011 0.09389500000000002 0.096300000000000011 0.035560000000000008 0.12178000000000001 0.11146500000000002 0.091200000000000017 -0.15202999999999997 -0.10324499999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 0.091000000000000011 -0.15350499999999997 -0.061854999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 6 11 8 -7 10 -9 -6 -13 16 -15 -4 -14 -18 19 20 22 -21 -17 -22 -23 -20 -27 -24 -8 -28
right_child=2 -3 15 -5 5 7 28 9 -10 -11 -12 12 13 14 -16 18 17 -19 25 21 23 24 27 -25 -26 26 29 -29 -30 -31
leaf_value=-0.002775966782982192 0.0023083323211878456 0.003120871884895752 -0.0031266044009381393 -0.002422842862543803 0.0010651055231339613 -0.0031301194577311401 -0.00042953602440029017 0.0014184958585969777 0.0014929579948414443 -0.003128614481549768 -0.0031306689202689497 0.0024322028678967489 -0.0029621508373617279 0.0020585895310697975 -0.0031262264167688275 0.0025739742568807872 0.00040800426531698594 -0.0031268299033456789 -0.0025970959064241651 -0.0026577500228144183 -0.0016120590619670848 0.0029392981132740398 0.0010686769356336864 0.0017514800893811454 -0.00090809788050195289 -0.0024363316347081917 0.0013555699425193339 -0.0025853902796879177 0.0026015308525523251 -0.00064041526991531663
leaf_weight=0.0091794484066838322 0.0084853976222802885 0.0016216474471093542 0.0038042350519162929 0.015270907499584041 0.0086755593974885414 0.010362934298655091 0.0094060753262965591 0.048679520382364672 0.0083788460469804704 0.0038064134528781315 0.0034572175432572285 0.0033134068356162052 0.029916067561188697 0.0073057235435953771 0.0030559512244394682 0.042130456231689095 0.010338200474961923 0.0062238928595661483 0.0079624486206739675 0.0093197608631498952 0.014326840651165185 0.007149903849040129 0.0098166887626121024 0.0079732204183073918 0.0075246049500492518 0.0060244859514568807 0.023177525112146213 0.0041496227731840927 0.0069388536092276345 0.015026366674646852
leaf_count=238 17 2 119 158 37 54 17 219 6 51 162 25 683 15 139 291 168 185 21 75 27 14 67 101 28 11 82 15 36 58
internal_value=0 -0.00189063 1.4471e-05 -0.000316329 -0.000125242 -0.000254418 -0.00078736 0.000353372 -0.00106329 0.000827974 0.00111684 -0.0011779 -0.0015014 -0.00173071 0.000529441 0.000397963 -0.00223457 -0.000920356 0.000484702 0.00086421 0.00126376 -0.000441229 0.0019289 -0.000409451 0.00096648 -0.00025984 0.000160937 -1.7007e-05 0.000857232 0.000570508
internal_weight=0 0.0108011 0.342001 0.183615 0.168344 0.159859 0.0851737 0.0746849 0.0187418 0.0559432 0.0521367 0.0688288 0.0601532 0.0568398 0.0103617 0.158386 0.0464782 0.0165621 0.154582 0.102391 0.0783968 0.0239943 0.0560968 0.0223001 0.0146745 0.0521908 0.0442284 0.0139663 0.0163449 0.0382039
internal_count=3121 240 2881 1972 1814 1797 1305 492 60 432 381 1252 1215 1190 154 909 1036 353 790 618 501 117 373 128 42 172 151 82 53 140
is_linear=0
shrinkage=0.00312586


Tree=670
num_leaves=31
num_cat=0
split_feature=39 42 2 14 376 42 4 3 151 1456 4 150 160 484 133 1212 457 2 15 159 52 403 457 3 1374 16 13 401 49 150
split_gain=0.00371271 0.00380107 0.00387773 0.00378688 0.0046066 0.00522454 0.0063987 0.00434189 0.00452065 0.00401049 0.00455322 0.00465176 0.00995204 0.00493161 0.00568589 0.00586553 0.00586491 0.00779649 0.00856971 0.00631775 0.00627819 0.00615669 0.0061397 0.0049096 0.00585136 0.00616602 0.0083531 0.00472614 0.00464516 0.00462592
threshold=0.16946000000000003 -0.26584999999999998 0.17025000000000004 0.076175000000000007 0.048375000000000008 -0.088934999999999986 -0.52556499999999995 0.30112000000000005 -0.40381499999999992 1.0000000180025095e-35 0.27834500000000006 -0.22665999999999997 -0.091944999999999985 0.073690000000000019 -0.0084449999999999994 -0.50120999999999993 -0.0029299999999999994 0.11215000000000001 -0.074054999999999996 0.091005000000000016 -0.43320999999999993 -1.0000000180025095e-35 -0.14941999999999997 0.10299500000000002 -0.094929999999999987 -0.083539999999999989 0.14871000000000004 0.082755000000000009 -0.08130999999999998 0.088135000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 7 -6 -7 8 -3 10 11 -10 27 14 15 -14 22 19 -19 20 -18 -22 -16 24 -23 26 -26 -13 -17 -27
right_child=-2 2 -4 -5 5 6 -8 -9 9 -11 -12 12 13 -15 16 28 17 18 -20 -21 21 23 -24 -25 25 29 -28 -29 -30 -31
leaf_value=-0.003253888888135748 0.0032548868297539143 -0.0032532317963100835 0.0032150186581102799 -0.002019715350560506 -0.0016979344235226147 -0.0024832038660018807 0.0030548017831623412 0.0021218608711470219 0.0023248681517756458 -0.0032528879570049782 0.0010473184022226308 -0.0030931038913663265 0.0024613668656392126 0.001336059548350591 0.00185831422584904 0.0014724850184110415 -0.0032531869894567977 0.0020872935116741237 -0.0027845437531859325 -0.0031268232188783845 -0.0028084863872291916 -0.0018193912696650323 -0.0031696784518722787 0.0025454011432695799 0.0026553868167798226 0.00039237391708411509 -0.00064185266445708532 0.002784112274170367 -0.0028944523812927856 -0.0029736194776261039
leaf_weight=0.0039437310829271146 0.0035684618201230469 0.0050189018988930903 0.00382117858652009 0.010310707457165336 0.0045100636308461608 0.0025928907443812906 0.01481174736642288 0.0088275070031613723 0.0072311737530981182 0.0043073862437523749 0.032772931031502139 0.01715312742351216 0.0031034660451609844 0.021916696399159719 0.0033153969525301372 0.0029734484613754822 0.004427092462321979 0.0049293436040329644 0.016949408824672219 0.0051376846437847226 0.0051024114683571034 0.0097139896997759934 0.011403540519438593 0.015509857835240837 0.030201744574384286 0.046354341782858917 0.011117524270957801 0.0015804533870777951 0.019285657300613934 0.0047619067308914955
leaf_count=18 23 55 54 97 12 12 128 96 11 259 185 302 22 153 11 16 137 28 93 82 315 16 76 26 57 215 16 10 572 24
internal_value=0 -8.00606e-05 -4.20322e-05 -8.02892e-05 -1.6809e-05 0.00142144 0.00222977 -0.000124347 -0.0001941 -0.000139118 -9.03362e-05 -0.000244296 -0.000323373 -0.000126344 -0.000291312 -0.00172712 -7.57371e-05 0.000111479 -0.00168691 0.000408822 0.000551642 0.000688853 -0.00203714 0.000840519 0.000581658 0.000833983 0.00176822 -0.00259727 -0.0023111 7.88034e-05
internal_weight=0 0.333085 0.329142 0.32532 0.31501 0.0219147 0.0174046 0.293095 0.284267 0.279249 0.274941 0.242168 0.234937 0.216204 0.194287 0.0253626 0.168924 0.154205 0.0218788 0.132327 0.127189 0.122762 0.0147189 0.117659 0.10215 0.0924355 0.0413193 0.0187336 0.0222591 0.0511162
internal_count=3121 3098 3080 3026 2929 152 140 2777 2681 2626 2367 2182 2171 1859 1706 610 1096 1009 121 888 806 669 87 354 328 312 73 312 588 239
is_linear=0
shrinkage=0.00325215


Tree=671
num_leaves=31
num_cat=0
split_feature=1 150 1374 1374 160 484 42 14 12 12 13 3 457 0 0 48 2 128 46 40 47 1 4 2 49 9 2 1374 151 49
split_gain=0.0205309 0.0170095 0.0168991 0.0210231 0.0192346 0.0164371 0.0159717 0.014985 0.0147131 0.0133736 0.0144914 0.0162299 0.0145656 0.0160987 0.0139021 0.0129068 0.0167824 0.0129038 0.0129708 0.0138642 0.0284017 0.014689 0.0219221 0.0231504 0.0172871 0.0156277 0.0151032 0.0122086 0.0141138 0.0121063
threshold=0.094385000000000011 0.080470000000000014 -0.094929999999999987 -1.0000000180025095e-35 -0.091944999999999985 -0.0068949999999999992 -0.095859999999999987 0.076175000000000007 0.084100000000000022 0.085440000000000016 -0.091904999999999987 -0.082094999999999987 0.083995000000000014 -0.077999999999999986 0.12113000000000002 -0.07095499999999999 0.13754500000000003 0.11596500000000001 0.092835000000000015 0.051255000000000002 0.13148500000000005 0.111945 0.09173000000000002 0.11237500000000002 0.0093850000000000027 -1.0000000180025095e-35 0.092235000000000025 0.087110000000000007 0.10561000000000002 -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 2 2 2 2 2 2 2
left_child=2 15 -1 -4 -5 -6 -7 8 29 -10 -11 12 13 -12 -15 -2 17 18 19 20 21 24 23 -23 25 -17 -24 28 -3 -8
right_child=1 27 3 4 5 6 7 -9 9 10 11 -13 -14 14 -16 16 -18 -19 -20 -21 -22 22 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0013512539008673744 -0.000997558805565764 0.00090011351049050828 0.0012606797409421807 -0.0011320258602375067 -0.0013472035337646522 -0.0011691206747210688 -0.00092812944147711862 -0.0013475318988917793 -0.0013503984816466104 0.00029465137754194838 -0.0013468080456152326 -0.0013468814403014364 0.0010297851111331752 0.00033573288696491118 -0.0013502917182238773 0.0013515847689677585 0.00084434921958231272 -0.0013501254749703063 -0.00098051774373150171 0.0011808007819012387 -0.0013240256028132875 -0.0012289472499218297 0.001353720749079535 0.0012570516458599763 0.0011591265764411844 -0.00050504894153717604 0.00020824797607089604 -0.00080986684448518481 -0.0007261309365531475 0.00038280571725575957
leaf_weight=0.023033680660773825 0.021454821075167274 0.096100454744373565 0.017888193775434047 0.039015788801634699 0.019861641029251587 0.023814116810626729 0.013760430011643621 0.015237251482176362 0.017530627560745415 0.086388385314421612 0.02292097366193957 0.027000228894621614 0.015493253660679329 0.043929820996709168 0.011097475125097844 0.0089529567630961537 0.045202666949535342 0.012905486724775983 0.021665087126166327 0.019985125031325879 0.025784721668969723 0.021720497294154484 0.048453303497353772 0.0098692946230585221 0.015712846367932798 0.09935295561899693 0.036605986446375027 0.010125243846232479 0.010749105366357981 0.17579627326131231
leaf_count=38 24 191 9 335 353 149 24 34 93 91 350 385 10 97 10 11 114 29 22 27 24 59 72 16 29 227 62 14 22 200
internal_value=0 0.000152814 -0.000222669 -0.000173596 -0.000223721 -0.000148772 -9.6224e-05 -3.66881e-05 1.1567e-05 -0.000221681 -0.000126013 -0.000427739 -0.00016215 -0.000399063 -4.29138e-06 1.7077e-05 7.65204e-05 -3.16011e-05 2.36278e-05 9.95777e-05 1.84812e-05 0.000162315 0.000505175 -0.000452271 -0.000160171 -0.000351573 0.000860757 0.000602659 0.000736513 0.000287641
internal_weight=0 0.504641 0.552768 0.529734 0.511846 0.47283 0.452969 0.429155 0.413917 0.224361 0.20683 0.120442 0.0934415 0.0779483 0.0550273 0.387666 0.366211 0.321008 0.308103 0.286438 0.266453 0.240668 0.116649 0.0315898 0.124019 0.108306 0.0850593 0.116975 0.10685 0.189557
internal_count=3121 943 2178 2140 2131 1796 1443 1294 1260 1036 943 852 467 457 107 716 692 578 549 527 500 476 209 75 267 238 134 227 213 224
is_linear=0
shrinkage=0.00134594


Tree=672
num_leaves=31
num_cat=0
split_feature=160 1 51 42 14 158 0 0 403 52 42 4 0 0 0 49 52 128 133 4 15 12 151 47 47 1348 16 48 157 151
split_gain=0.0199725 0.0196186 0.0263731 0.0228783 0.019568 0.0187413 0.018906 0.0291629 0.0230735 0.0211234 0.0232062 0.0213284 0.0191023 0.0190356 0.0332976 0.0191773 0.0184383 0.0193343 0.017405 0.0161945 0.0156441 0.0148475 0.0164556 0.015562 0.0239779 0.0139496 0.0175937 0.0182074 0.017237 0.0141334
threshold=-0.40698999999999991 0.094385000000000011 0.08955500000000001 -0.095859999999999987 0.076975000000000002 0.084765000000000021 -0.23051499999999997 -0.077999999999999986 0.092070000000000013 0.11434500000000002 0.091735000000000025 -0.52556499999999995 -0.082974999999999979 -0.084269999999999984 -0.098289999999999975 -0.088694999999999982 -0.43320999999999993 0.11596500000000001 -0.25159999999999993 -0.51843499999999987 -0.098289999999999975 -1.0000000180025095e-35 -0.40381499999999992 0.090100000000000013 0.10980000000000002 0.090205000000000021 -0.056919999999999991 0.12649500000000002 -0.07686999999999998 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 12 9 10 19 -12 13 14 15 -8 -3 18 -18 -9 -17 23 -23 -20 -25 26 27 -24 -28 -30
right_child=1 16 -4 4 -6 -7 7 8 -10 -11 11 -13 -14 -15 -16 20 17 -19 21 -21 -22 22 25 24 -26 -27 28 -29 29 -31
leaf_value=-0.00089429165783262081 -0.0010877257492782578 -0.0011958201254539755 -0.00096417084904244755 0.0010118564468803502 -0.0011967854798960922 -0.00091332903149497942 -0.0010864582602079164 -0.0003402504014879418 -0.0011987407202702291 -0.00079668796534905549 0.0012039605918209401 -0.0012005343049888081 -0.0011958810112616032 0.00070503409187223172 -0.0011960708658732176 -0.00065077971831428326 -0.0010389863110319901 -0.0010533903017779602 0.0010340269411244422 0.00078101033307827411 0.000386342400815142 -0.0010873445948505563 0.00054123822646790008 -0.00099963978930137499 0.00076011845219648452 0.0011994702059673107 0.0005663441001454259 -0.0003535782725210525 0.00047001203449501856 -0.00065487792149412092
leaf_weight=0.038222564904344947 0.030787117428189847 0.014092060044276877 0.052944998048133129 0.028458679313189239 0.019815276498775347 0.029574754633586053 0.020576372588038794 0.0207385381381755 0.013777848355402966 0.01949120560539086 0.0072574359364807597 0.019236464062942105 0.028685242185019888 0.031248715109086334 0.04521713399572036 0.026548397280748759 0.014926676138202311 0.017280525496971677 0.064725952075605164 0.16313552601150161 0.095532609522706369 0.014595278189517558 0.16813169102351821 0.017107214393035974 0.03128840479257633 0.0191592710052646 0.032691600263206055 0.040258631088363472 0.019883712731825653 0.080732647600598284
leaf_count=240 177 119 158 13 46 147 17 17 38 60 1 114 281 88 532 46 14 29 261 161 76 17 223 14 36 19 34 21 19 103
internal_value=0 -1.65668e-05 -0.000155572 -8.42293e-05 -2.99608e-05 1.21172e-05 6.47612e-05 9.91674e-06 0.000303539 0.000393586 0.000503869 -0.000541874 -0.000278763 -0.000158704 -0.000302367 -1.90963e-05 0.000153144 0.000189646 0.000232308 0.000654547 0.000160804 0.000271148 0.000156786 0.000650718 0.000138067 0.000207107 0.000151464 0.00036837 -0.000187609 -0.000432578
internal_weight=0 1.1879 0.653026 0.600081 0.569294 0.549479 0.519904 0.491445 0.243637 0.229859 0.210368 0.0264939 0.247808 0.219123 0.187875 0.142657 0.534874 0.520782 0.503501 0.183874 0.122081 0.488574 0.375453 0.113122 0.0483956 0.360858 0.341698 0.20839 0.133308 0.100616
internal_count=3121 2881 1972 1814 1637 1591 1444 1431 391 353 293 115 1040 759 671 139 909 790 761 178 122 747 436 311 50 419 400 244 156 122
is_linear=0
shrinkage=0.00119516


Tree=673
num_leaves=31
num_cat=0
split_feature=12 1 132 133 13 14 15 52 457 47 1 3 48 16 42 42 2 1 52 15 42 41 15 1 0 52 457 12 12 51
split_gain=0.0209078 0.0234428 0.0201568 0.0179376 0.0271601 0.0244948 0.0184979 0.0170904 0.0167675 0.0162372 0.0160904 0.0293771 0.0179497 0.0134329 0.0146205 0.0157076 0.0161115 0.0290568 0.0145006 0.0127909 0.0124927 0.0119508 0.0135406 0.0110798 0.010432 0.0283103 0.0102321 0.0110316 0.0101711 0.0111355
threshold=0.084100000000000022 0.12958500000000003 0.081465000000000024 -0.0084449999999999994 -0.0021749999999999994 0.091685000000000016 0.024640000000000006 0.31405000000000005 0.088350000000000026 0.092710000000000015 0.094090000000000021 0.12178000000000001 0.086035000000000014 -0.53943499999999989 0.091545000000000015 0.091295000000000015 0.097220000000000015 0.077845000000000011 0.11434500000000002 0.19724500000000003 -1.0000000180025095e-35 0.079300000000000009 0.090615000000000015 0.13743000000000002 -0.11242999999999999 0.10024500000000001 0.091495000000000007 0.092465000000000006 0.11734000000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 -1 5 7 9 -5 13 10 12 -12 24 -2 15 16 17 -15 20 -16 -18 22 -19 -11 -6 -26 -10 -28 29 -22
right_child=1 -3 -4 4 6 -7 -8 -9 26 23 11 -13 -14 14 19 -17 18 21 -20 -21 28 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.00088665752676471334 0.00085230983168226102 0.0008167117672963402 0.00095558775139240406 0.00088712539538414296 0.00056986560016045532 -0.0013500276708173216 -0.0010292915402741478 -0.0013519604935653001 0.001272661403334431 -0.0010092273958304319 0.0011145479253649084 -0.00039416987519724713 -0.00078994600853399776 -0.0012871391833426812 -0.0012681777538091875 0.0011195044865318644 -0.0011815449947468603 0.00013129352871109505 -0.0013502340770620179 0.0007290642908517759 -0.000503437948645637 -0.0013507307398381806 -0.0013487917027309932 0.00026595739415643025 -0.00092392801715103588 0.0010165956814767814 -0.0013472687412201907 0.00087023634428597368 -0.00044212199981800521 0.0011424464888477159
leaf_weight=0.034284952603911734 0.014150320530461613 0.033849600222310983 0.049174544317793334 0.12508786181206233 0.061492242642998463 0.010602434264001204 0.033472125857770152 0.0064960728159348937 0.017486440923676128 0.040715943907343899 0.066097055309001007 0.036176659852571902 0.048195172064879443 0.075525429965864532 0.057596886520627777 0.012505928090376983 0.0090501965753446711 0.08964544131981711 0.011202645981256865 0.0064604407234583041 0.0092640218354063109 0.014714971175635583 0.012795663722044992 0.017713588778860867 0.037671152119401086 0.021331604049919406 0.0079272953835243243 0.0083394869143376127 0.015333042694692267 0.037959977356422314
leaf_count=120 21 59 105 426 41 6 61 5 9 59 89 22 28 787 503 17 103 250 68 4 70 19 73 10 54 13 26 16 7 50
internal_value=0 -0.000258794 0.000130653 5.54383e-05 0.000119392 0.00061801 -7.59886e-05 0.000776586 -0.000349817 2.08836e-05 0.00015965 0.000580878 -9.57322e-05 -0.000433483 -0.000485164 -0.000355806 -0.000422778 -0.000636161 7.37219e-05 -0.00106675 0.000296494 -0.000216504 -5.35802e-05 -0.00062264 0.000181937 -0.000222359 0.000557915 -0.000210421 0.000510323 0.00081957
internal_weight=0 0.433808 0.588511 0.539337 0.505052 0.142186 0.362866 0.131584 0.399958 0.329393 0.270964 0.102274 0.16869 0.366205 0.352055 0.287997 0.275491 0.192682 0.0828099 0.0640573 0.0716072 0.117156 0.102441 0.0584295 0.120495 0.0590028 0.0337532 0.0162668 0.062557 0.047224
internal_count=3121 2082 1039 934 814 437 377 431 2023 316 247 111 136 1972 1951 1444 1427 1129 298 507 230 342 323 69 108 67 51 42 127 120
is_linear=0
shrinkage=0.00134594


Tree=674
num_leaves=31
num_cat=0
split_feature=31 45 1374 150 14 1 1374 15 13 157 1213 159 0 1 48 13 13 157 402 4 4 15 52 403 48 1 133 1212 51 0
split_gain=0.00392375 0.00381671 0.00439413 0.00424105 0.00545631 0.00541245 0.00707461 0.00995141 0.00799603 0.00467911 0.0054384 0.00537789 0.00572956 0.00616304 0.0055563 0.00527448 0.00593489 0.00489554 0.00550458 0.00497467 0.00469256 0.00637832 0.00469254 0.00421313 0.00445494 0.00512215 0.00633187 0.00590474 0.00744532 0.00697529
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.093235000000000012 0.081835000000000019 0.062655000000000016 0.093205000000000024 -0.094929999999999987 -0.090644999999999989 0.086705000000000018 -0.075754999999999989 -1.0000000180025095e-35 0.10904500000000002 -0.062294999999999996 0.14000500000000002 0.093265000000000015 -0.53104499999999988 -0.061684999999999997 -0.23223999999999997 -0.095989999999999978 -0.16363499999999997 -0.10429499999999998 -0.016799999999999995 0.10347000000000002 -1.0000000180025095e-35 0.12933000000000003 0.10752500000000002 0.083950000000000011 -0.50120999999999993 0.078435000000000019 -0.26609999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 9 6 -5 -8 -9 17 -11 12 13 23 15 -14 -17 -3 -19 -20 22 -22 -18 -12 25 26 27 -25 29 -29
right_child=1 2 -4 5 -6 -7 7 8 -10 10 11 -13 14 -15 -16 16 20 18 19 -21 21 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0039682333862040859 0.003966690500812246 -0.0039651340743712578 -0.003310736183595799 -0.003970942137747983 -0.0037004355625914346 0.001945706910995159 0.0025149902193869391 -0.0036139165591052114 0.0039685911268750197 -0.0039652967388461875 -0.0039421738227930275 -0.0031609779815393903 -0.0039727259225116824 0.0036708535746250385 0.003740957933870994 0.0023571883940952058 -0.0024827857686968947 -0.0039674511772917267 -0.0039667053000506901 0.0031565800913683222 -0.0009889811796321619 0.003741563833235294 0.0011482684045363268 0.0039750481661298548 -0.0039667047054361675 0.00070672970637978335 0.00080644863282935042 0.0028058143876436578 0.00019375003384306831 -0.0035296019659672791
leaf_weight=0.0037680338456880227 0.0035893474801014227 0.0024262598282120953 0.0067441631679230332 0.0066181617526126493 0.0072651652374133837 0.033267629070564908 0.017457350473137012 0.010521002161738124 0.0027588580851443121 0.0065211419585722288 0.0064733302090758107 0.0098049080073394634 0.0042029561009258023 0.0049763945735890039 0.0084287650543046766 0.020726340606472604 0.017321290672043688 0.0022293746378636561 0.0016750461878700619 0.019225809678886211 0.0091179532167871002 0.0088054235303616224 0.0082613757844001157 0.0026839822530746451 0.0060787562571249501 0.037975402063807451 0.02060532233350898 0.0029673366716451632 0.016194075073997283 0.034323153444972838
leaf_count=86 23 79 41 35 88 177 28 106 3 451 384 126 2 38 32 84 96 5 17 182 63 23 18 1 30 116 288 4 86 409
internal_value=0 -9.96047e-05 -0.000143088 -7.81368e-05 -0.000313527 0.000782755 -0.000252936 0.000547604 -0.00203867 -0.000215503 -0.000397726 -0.000291469 -0.000156942 -0.000657127 0.000703841 0.000329778 0.000611307 0.00139213 0.00195409 0.0025857 -0.000220434 0.00133505 -0.00131021 -0.000826314 -0.000659382 -0.000484179 -0.00107325 -0.00176281 -0.00205075 -0.00302547
internal_weight=0 0.339246 0.335657 0.328913 0.25829 0.070623 0.0373554 0.0307372 0.0132799 0.251024 0.225468 0.218947 0.209142 0.132278 0.0768641 0.0684353 0.0642324 0.0255565 0.0231302 0.0209009 0.043506 0.0179234 0.0255827 0.127301 0.120828 0.114749 0.0767739 0.0561685 0.0534846 0.0372905
internal_count=3121 3035 3012 2971 2622 349 172 137 109 2534 2251 1800 1674 1356 318 286 284 283 204 199 200 86 114 1318 934 904 788 500 499 413
is_linear=0
shrinkage=0.00396435


Tree=675
num_leaves=31
num_cat=0
split_feature=1456 12 1 42 132 13 448 133 15 43 47 1 3 52 48 12 42 43 42 52 51 2 1 51 3 52 1 49 12 0
split_gain=0.0227229 0.0189351 0.0188058 0.0173448 0.0172869 0.0173132 0.0212588 0.0196188 0.0162748 0.01506 0.0148683 0.0244666 0.0284014 0.0179805 0.0155471 0.0132268 0.0140266 0.0190125 0.0170388 0.01429 0.0198219 0.0178957 0.0157184 0.0145393 0.0124009 0.0324842 0.0120547 0.0118393 0.0101286 0.0078688
threshold=-1.0000000180025095e-35 0.084100000000000022 0.12958500000000003 0.091735000000000025 0.081465000000000024 -0.072309999999999985 -0.081729999999999983 -0.0061299999999999992 0.035560000000000008 -0.085474999999999982 0.092710000000000015 0.094090000000000021 0.12178000000000001 -0.085984999999999992 0.085845000000000019 0.085635000000000003 -0.11051499999999999 -0.17390999999999998 -1.0000000180025095e-35 0.11434500000000002 0.12547500000000003 0.089885000000000007 0.080270000000000022 -1.0000000180025095e-35 0.0051600000000000005 0.096795000000000006 0.13927000000000003 -0.0060549999999999988 -0.16511999999999996 -0.10151999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 15 5 6 -2 -8 10 -9 11 13 -13 -7 24 -3 -17 -18 -19 21 -21 22 -20 -23 25 -15 -12 -5 -11 -24
right_child=1 2 -4 27 -6 8 7 9 -10 28 26 12 -14 14 -16 16 17 18 19 20 -22 23 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0011002733151656984 -0.0013504281025904163 -0.0011588202115789662 0.00071369871830420271 -8.7420748848191949e-06 0.00092523979841406404 -0.0013480960146061681 -0.00121005251820004 -0.0011719398750735109 -0.00092829181923561644 -0.00012386235510170743 -0.00088433140381892245 0.0010658373678168376 -0.00032808885891330835 -0.00093892776489917025 -0.00072821927525416864 -0.0012432902331556115 0.00075047484622713264 -0.0012531472815327446 -0.0013488681047776701 -0.0013505372902544535 0.0013362519136717699 -0.00081897234004588745 0.0013105284442974851 0.00064129843765313996 0.00075641153634943331 0.00108399826068538 0.00031040080160709283 -0.001238067355607937 0.0011627290666545178 -0.00023055447260026031
leaf_weight=0.036773201175719805 0.010132600266842928 0.023440898743501748 0.034583874698910222 0.019286529992314172 0.046409639594003238 0.020760596393301967 0.0090672219384941855 0.0062231447411704712 0.036125692769019224 0.012811480062737246 0.050915127585540176 0.082190533799803234 0.039065708360794815 0.037119378612260334 0.040104741507320796 0.018484390687603991 0.046704090010280197 0.024472961835044771 0.023120411488889658 0.027596426332365809 0.0060680756096189717 0.014316193111426401 0.0071979927270149338 0.090015933296399453 0.048799171528116858 0.023474291054299101 0.021871225457289256 0.053727472700870749 0.082236348693413674 0.036129373814219434
leaf_count=288 6 200 59 30 104 48 36 67 80 27 64 173 21 43 23 99 52 486 110 105 4 83 5 104 31 9 12 419 218 115
internal_value=0 -2.28324e-05 -0.000237589 -0.000321825 0.000138108 6.7978e-05 0.00051534 0.000686678 -6.66136e-05 0.0008565 1.88342e-05 0.000154704 0.000616749 -0.000174361 -1.13655e-05 -0.000185816 -0.000108265 -3.21455e-05 -0.000191817 -6.47707e-05 -0.00086624 9.32165e-05 -0.000452731 0.000440924 0.000251442 -0.000155236 -0.000525332 -0.000913343 0.00098931 2.54662e-05
internal_weight=0 0.992452 0.425145 0.390561 0.567307 0.520897 0.120471 0.110338 0.400426 0.101271 0.364301 0.291514 0.121256 0.170258 0.149498 0.317547 0.294106 0.275621 0.228917 0.204444 0.0336645 0.17078 0.0664478 0.104332 0.109393 0.0605937 0.0727864 0.073014 0.0950478 0.0433274
internal_count=3121 2833 1871 1812 962 858 354 348 504 312 424 348 194 154 106 1363 1163 1064 1012 526 109 417 230 187 83 52 76 449 245 120
is_linear=0
shrinkage=0.00134594


Tree=676
num_leaves=31
num_cat=0
split_feature=1456 1426 15 50 11 1374 480 158 128 1 157 49 49 42 16 16 157 1213 52 0 4 0 0 0 1374 1 43 43 15 2
split_gain=0.00381074 0.00370913 0.00429972 0.00622292 0.00489882 0.00412762 0.00419438 0.00420454 0.00425568 0.00503833 0.00540093 0.00494591 0.00905945 0.00507639 0.00477442 0.00598459 0.00470045 0.00563618 0.00418922 0.0052303 0.00620497 0.0061272 0.00635272 0.0108941 0.0052874 0.00620347 0.00886733 0.0044188 0.00425959 0.0051487
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.24436499999999997 0.11843500000000001 0.087830000000000005 0.10637000000000001 0.084710000000000021 0.094850000000000004 0.11596500000000001 0.098700000000000024 -0.084489999999999996 -0.043469999999999995 -0.006494999999999999 0.10306000000000001 -0.27167499999999994 0.083160000000000026 -0.08107499999999998 -1.0000000180025095e-35 0.11434500000000002 -0.077999999999999986 -0.49405499999999997 -0.082974999999999979 -0.084269999999999984 -0.10096999999999999 -0.094929999999999987 1.0000000180025095e-35 0.15359500000000004 -0.20207499999999998 0.088495000000000018 0.10882500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 8 9 10 -4 -11 -13 14 -14 -16 -12 -18 19 21 -21 22 23 24 -19 26 -26 -20 29 -22
right_child=1 2 4 -5 -6 -7 -8 -9 -10 11 16 12 13 -15 15 -17 17 18 27 20 28 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0027552518142493791 -0.0042996290402888531 0.0030912320060019569 -0.0042932855242363548 -0.0020487170908158074 -0.0031328855725183992 -0.0038983768745279343 -0.0042931145550920424 -0.0034045594111358287 -0.0042958861747823141 0.0025783824321789646 0.0029926335212289231 -0.003824384819215361 -0.00066553222988669023 -0.0027001589066166791 0.0036022998895478583 7.2577900947351777e-05 -0.0042925533731027476 -0.0026447597399316836 0.0022107029797243647 -0.0010886115442031142 0.0035189928547547842 -0.004292005692663377 0.0034886776012797503 -0.0042849893120794329 -0.00429471981413673 0.0018912156843524769 0.0027660288213648288 -0.0034583400503312768 -0.00070198181086573725 -0.00091027504798147827
leaf_weight=0.0093875082687588929 0.0036228390577832661 0.017740281870032959 0.005565959427570987 0.0057409191977058063 0.0093308986461124732 0.0048513600092974221 0.0039577266069272801 0.0059775515646407476 0.0037671776840539897 0.028795075949574311 0.0091582901181936904 0.0080312895770475734 0.013998234832797607 0.0059866791048079895 0.023430151014167677 0.014208988651489562 0.0058774790134776813 0.0096079265640582889 0.0032568767619522996 0.015722617350888868 0.027796023005407733 0.0070826792436946553 0.0080361614739672405 0.011837692685162444 0.008428526193029022 0.032063400274864762 0.0053567311495044132 0.011372311418114123 0.0081895257916357878 0.0058495756808270008
leaf_count=288 64 230 117 15 75 25 201 97 42 186 59 20 32 23 92 52 405 11 14 34 68 188 37 287 50 68 22 158 115 46
internal_value=0 1.80173e-05 6.6744e-05 0.00183457 -7.27701e-05 2.63036e-05 9.34986e-05 0.000155636 0.00023347 0.000296747 -0.000133925 0.00109563 0.000445321 0.00104041 0.00147408 0.00226981 2.54897e-06 -0.000168092 -1.12912e-05 0.000217072 0.00120965 -0.000476148 -0.000117375 -0.000548004 0.000249688 0.000856241 -0.00155103 -0.00219625 0.00207339 0.00274893
internal_weight=0 0.324641 0.321018 0.0234812 0.297537 0.288206 0.283355 0.279397 0.273419 0.269652 0.175202 0.0944504 0.0656553 0.0576241 0.0516374 0.0376391 0.169636 0.160478 0.1546 0.139971 0.0575577 0.0824131 0.0753304 0.0672943 0.0554566 0.0458487 0.0137853 0.0146292 0.0418351 0.0336456
internal_count=3121 2833 2769 245 2524 2449 2424 2223 2126 2084 1679 405 219 199 176 144 1562 1503 1098 926 263 663 475 438 151 140 72 172 229 114
is_linear=0
shrinkage=0.00429114


Tree=677
num_leaves=31
num_cat=0
split_feature=160 16 1 51 51 52 133 129 14 484 0 4 150 150 157 133 1213 42 13 4 42 2 160 2 1213 13 49 49 49 4
split_gain=0.00355409 0.00382734 0.00364484 0.00596596 0.0045802 0.00455285 0.00417885 0.0040962 0.00399807 0.00365235 0.00566139 0.00442229 0.00608653 0.00561854 0.0047933 0.00615733 0.00450689 0.00489345 0.00649185 0.00593862 0.00459286 0.00422275 0.00498817 0.00481313 0.00494991 0.00426661 0.00355866 0.00538458 0.00607841 0.00393132
threshold=-0.40698999999999991 0.25084500000000004 0.094385000000000011 0.08955500000000001 -0.10748999999999999 -0.43320999999999993 -0.25159999999999993 0.090795000000000015 0.076975000000000002 -0.0068949999999999992 -0.23051499999999997 -1.0000000180025095e-35 0.088985000000000009 0.086730000000000015 -0.080544999999999992 0.091250000000000012 -0.080769999999999995 0.091955000000000023 0.41383500000000001 -0.52556499999999995 -0.095859999999999987 0.088850000000000012 0.083670000000000008 0.086950000000000013 0.04198000000000001 -0.53104499999999988 -0.24768999999999997 -0.043469999999999995 -0.0055299999999999993 -0.087894999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 -4 -7 8 9 -6 -11 12 16 14 -13 -16 -12 19 -19 -18 -21 22 23 24 -22 -23 -8 29 -29 -28
right_child=2 -3 5 -5 7 6 26 -9 -10 10 11 13 -14 -15 15 -17 17 18 -20 20 21 25 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.002850812091059893 -0.0032531194273759945 0.0032430416715873885 -0.0032529657535544159 -0.0024207137761827219 -0.0032529543132007819 -0.002537163052232188 -0.0019337362882859061 -0.0032543746233063145 -0.0032532991508011327 0.0032565130890325018 -0.0032535192428116795 0.0022693920800988042 -0.0024705567586541625 0.0019553976787232037 -0.0032539858590172038 0.00025869577688483199 -0.0032562569898985281 -0.0032556344627544748 0.003259303282502686 -0.0023198441381127263 0.0019495454077281399 -0.00097903121879578336 -0.0030021139767934225 -0.003253071741541067 -0.0032529342120166714 0.0024798941990981163 -0.001119127704932174 -0.0019242982899807209 0.00059791033642692939 0.0022236445472107497
leaf_weight=0.0080413046117371323 0.0048211976116760971 0.0012610093779130702 0.0035432328109550318 0.013131062734004217 0.0032531310481402889 0.0046980867221009239 0.0057017805411305736 0.0040534244427732338 0.0037461698223069098 0.0062509326817234969 0.0029892571870391285 0.0030328230234317735 0.0070397231726246892 0.0057858835684214674 0.015702569608720296 0.0079498883688700062 0.0032214550301432601 0.0061849099209894121 0.0021906227339059114 0.0036153402675580528 0.021199181826318636 0.0042086501525773192 0.0037462238199736922 0.0025237064223233565 0.0021284768495206654 0.036331452019879862 0.004252927082234236 0.011438804962722315 0.086715863575079766 0.029753974934294547
leaf_count=238 175 2 119 158 266 30 13 102 47 8 195 11 89 30 157 46 5 145 1 42 174 5 23 51 84 158 18 41 500 188
internal_value=0 -0.00202474 1.54762e-05 -0.000318703 -0.000134661 0.000388542 0.000479048 -3.10836e-05 6.15127e-05 0.00015192 0.000234518 8.6765e-05 0.000439676 -0.000949857 -0.00157977 -0.00207333 0.000671592 0.000809063 -0.00155165 0.00106593 0.00125472 0.00143897 0.000505061 0.0010133 0.00147486 0.00212081 0.000581834 0.000690362 0.000303976 0.0018056
internal_weight=0 0.00930231 0.309211 0.163106 0.149975 0.146105 0.142561 0.145154 0.1411 0.137354 0.134101 0.12785 0.095379 0.0324712 0.0266853 0.0236525 0.0883393 0.08535 0.00837553 0.0769745 0.073753 0.0701377 0.0295976 0.0258514 0.0233277 0.0405401 0.137863 0.132162 0.0981547 0.0340069
internal_count=3121 240 2881 1972 1814 909 790 1639 1537 1490 1224 1216 972 244 214 203 883 688 146 542 537 495 332 309 258 163 760 747 541 206
is_linear=0
shrinkage=0.00325215


Tree=678
num_leaves=31
num_cat=0
split_feature=31 39 42 376 4 0 43 0 44 48 48 0 484 1374 14 457 474 1 15 1 159 4 43 13 47 12 403 43 51 1
split_gain=0.00341942 0.0033036 0.00365372 0.00364829 0.00366033 0.00622812 0.0062218 0.00456502 0.00598602 0.00664557 0.00569082 0.00568892 0.00479416 0.0048565 0.00703851 0.00674544 0.00492744 0.00618886 0.00532461 0.0047794 0.00454834 0.00400679 0.00544633 0.00652673 0.00656363 0.00542959 0.00431295 0.00368815 0.00398364 0.00341533
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 0.088470000000000007 -0.49405499999999997 1.0000000180025095e-35 -0.52440999999999993 -0.10607499999999999 1.0000000180025095e-35 0.12879500000000002 0.097025000000000014 -0.084269999999999984 -0.0068949999999999992 -0.094929999999999987 0.054835000000000009 0.080930000000000016 0.084660000000000027 0.077565000000000009 -0.053579999999999996 0.12765500000000005 -0.50206999999999991 0.09173000000000002 -0.084004999999999982 -0.090639999999999984 0.14029000000000003 0.10124000000000001 -0.088999999999999982 -0.04890499999999999 0.084745000000000015 0.10797500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 7 -4 8 9 10 12 19 -6 -14 15 16 17 -15 27 20 -9 22 25 -24 -25 26 -13 -19 -29 -23
right_child=1 -3 3 -5 5 -7 -8 11 -10 -11 -12 21 13 14 -16 -17 -18 18 -20 -21 -22 29 23 24 -26 -27 -28 28 -30 -31
leaf_value=0.0038136304640582564 -0.003812474621568794 0.0038134422276830241 0.0017722718195393051 0.0023312307056836765 -0.0027949582607160084 0.0014049083676072559 -0.0037506793987499639 0.0030091916447891249 -0.0035755974975575735 -0.0023813574687069766 0.0027267297184292451 -0.0038121597515973511 -0.0019712146915734957 -0.00275877222603627 -0.0035610087682325809 0.0033889135982717003 0.0037293368235516429 0.0016629829569860756 0.0025254847643084838 0.0035401022741676741 -0.0030860288953219349 -0.0014161493668763871 0.0015258430469992723 -0.0034944210836513221 0.0031182516071990652 -0.0038114201240488027 0.0017426030444264448 -0.0022123995515341516 0.0013154155434458089 0.0025900222902750934
leaf_weight=0.0032889131844626709 0.0038686145577457856 0.0031111168848383377 0.0042649575043469676 0.0088008091993287962 0.006837288434439869 0.03640280518459349 0.0096905167024488037 0.0019056745325087823 0.005911001144340843 0.011774613964803393 0.016082895543377163 0.0022546041953148679 0.010197358817094937 0.008728967795036624 0.0050146612325079323 0.015040828508972481 0.0063604193119317634 0.010656351107627415 0.01598155023293657 0.0019172824484030562 0.026434743364575297 0.0043410608994918229 0.0063985789687421848 0.021156873648919827 0.0024296646515722378 0.0036661963814026413 0.020325977748427704 0.014502344438881209 0.0068390729920793083 0.010718486093537649
leaf_count=86 18 21 7 49 58 153 136 20 32 32 57 57 14 69 57 60 20 25 40 21 814 28 50 816 4 66 173 51 18 69
internal_value=0 -9.27688e-05 -0.000133481 -8.51749e-05 -0.000159576 -6.18838e-05 -0.0020628 -0.000288638 0.000173341 0.000346444 0.000622754 -0.000897916 0.000284911 0.00051056 0.000815015 0.00109596 0.000549126 0.000192432 0.00072935 -0.00228228 -0.00267617 -0.000310362 -0.000777845 -0.00188732 -0.00281325 0.000489652 0.00118798 -0.000167744 -0.00108188 0.0014352
internal_weight=0 0.301615 0.298504 0.294636 0.285835 0.271879 0.0139555 0.235476 0.133927 0.128016 0.116242 0.101549 0.100159 0.0933216 0.0831242 0.0781095 0.0630687 0.0567083 0.0479793 0.0302577 0.0283404 0.0712914 0.0562319 0.0299851 0.0235865 0.0262468 0.0225806 0.0319978 0.0213414 0.0150595
internal_count=3121 3035 3014 2996 2947 2804 143 2651 533 501 469 2118 412 354 340 283 223 203 134 855 834 1263 1166 870 820 296 230 94 69 97
is_linear=0
shrinkage=0.00381041


Tree=679
num_leaves=31
num_cat=0
split_feature=1 47 4 44 484 1374 0 48 50 128 474 52 0 3 13 4 52 2 3 4 159 1 15 2 4 16 1 16 0 0
split_gain=0.011421 0.0121224 0.012207 0.0113651 0.0110402 0.0113676 0.0114044 0.0105037 0.0102988 0.00979765 0.0104232 0.0110472 0.0097161 0.011688 0.0108304 0.0101265 0.0200894 0.0110925 0.0126198 0.00931376 0.00912856 0.00869407 0.0106857 0.0115673 0.00962399 0.0124639 0.0081836 0.010111 0.00796871 0.00755009
threshold=0.094385000000000011 0.096300000000000011 -0.064804999999999988 0.087770000000000015 -0.0068949999999999992 -0.094929999999999987 -0.23091999999999999 0.12879500000000002 0.11843500000000001 0.086435000000000012 -0.14697499999999997 -0.28430999999999995 -0.060129999999999996 0.084940000000000015 -0.0034749999999999994 -0.49405499999999997 0.10347000000000002 0.10731 -0.116045 -0.083854999999999985 0.076905000000000015 1.0000000180025095e-35 0.091295000000000015 0.091545000000000015 0.033845000000000007 -0.087989999999999985 0.11588000000000001 -0.061854999999999993 -0.10836499999999999 -0.060129999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 20 7 -1 -6 -7 8 9 10 -4 -12 13 14 19 16 -14 -17 -19 -8 -2 22 -21 -24 25 -23 -3 28 -28 -29
right_child=1 26 3 -5 5 6 12 -9 -10 -11 11 -13 15 -15 -16 17 -18 18 -20 21 -22 24 23 -25 -26 -27 27 29 -30 -31
leaf_value=-0.0013739693458337354 -0.00085040757495627494 -0.00070398144426480898 -0.00078259259324938238 -0.0012943144765906048 -0.0013760260760189106 0.0011005856482255948 0.00061017811600687973 -0.00044288269332309682 -0.00058127066863291916 -0.00062504525384628911 -0.00035202435076534238 0.0010406180629095119 -0.001376154436299777 0.000255532175982529 -0.0011686433245005692 0.00073103471208225566 0.00054522489949718168 0.00050765767734301773 -0.0013750064176615169 -0.0013733944426795178 0.00086576493947437328 0.00055309151013563981 0.00097687316768614043 -0.0013736633863264585 0.0011799752794945035 -0.0013735837762213407 -6.7732882649829183e-05 -0.0013741902545899862 0.0013191623484756342 1.9456260119833897e-05
leaf_weight=0.014777778841278177 0.024895683610338892 0.042408408748997317 0.0071643811752437605 0.0066844163920904967 0.013925131602263718 0.014048032516257081 0.016855170094743244 0.018787154442179599 0.012012769173452398 0.0092944874668319244 0.011778365585996653 0.12126105363176976 0.020910714657020435 0.043187849589230609 0.03964683838307792 0.058694649895187467 0.020129676569240473 0.015084052211022936 0.012088597138017576 0.030672533128381474 0.0076325657737470456 0.012338193407003928 0.0095260108290631251 0.0067363690426986969 0.0095849105514389521 0.012992158792826558 0.015480359026696533 0.011207346557966957 0.015755106595861434 0.021158472569368314
leaf_count=397 153 85 3 9 38 19 176 19 26 22 25 457 43 34 356 54 18 8 84 557 29 47 48 105 20 174 22 36 30 27
internal_value=0 0.000144373 0.000328483 0.000463514 -0.000212585 -0.00016157 -0.00010913 0.000528684 0.000641697 0.000739968 0.000830458 0.000917323 -0.000164226 -0.000367949 -0.000562574 0.000127197 -0.000433748 0.000395301 -0.000329904 -0.000319135 -0.000447718 -0.000510506 -0.000896418 3.20992e-06 8.25682e-06 -0.000435117 -0.000236856 7.46157e-05 0.000631814 -0.000463123
internal_weight=0 0.325521 0.219511 0.186983 0.351199 0.336421 0.322496 0.180298 0.161511 0.149498 0.140204 0.133039 0.308448 0.18154 0.138352 0.126908 0.0410404 0.0858673 0.0271726 0.0987053 0.0325282 0.0818502 0.0469349 0.0162624 0.0349153 0.0253304 0.10601 0.0636013 0.0312355 0.0323658
internal_count=3121 943 743 561 2178 1781 1743 552 533 507 485 482 1724 1517 1483 207 61 146 92 1127 182 951 710 153 241 221 200 115 52 63
is_linear=0
shrinkage=0.00137286


Tree=680
num_leaves=31
num_cat=0
split_feature=1456 1 2 1374 457 52 0 48 48 15 15 403 157 151 16 15 49 47 47 3 12 43 3 147 47 1 42 159 1 0
split_gain=0.0160717 0.0144564 0.0148997 0.0140126 0.0144 0.0131359 0.0121765 0.0159876 0.0180721 0.0215329 0.0164391 0.0153042 0.0145202 0.0110305 0.0119654 0.0109331 0.0164807 0.0145425 0.0157483 0.0127675 0.0168855 0.0147249 0.0108954 0.0108178 0.0100607 0.00970687 0.00858644 0.00778801 0.0077362 0.00769208
threshold=-1.0000000180025095e-35 0.094385000000000011 0.14753000000000002 -0.094929999999999987 0.088350000000000026 -0.43320999999999993 0.024095000000000002 0.085700000000000012 0.083985000000000018 -0.0063699999999999989 0.095175000000000023 -1.0000000180025095e-35 -0.08107499999999998 -0.5225749999999999 -0.54165499999999989 0.035560000000000008 -0.14750499999999997 0.096300000000000011 0.10783500000000001 0.12178000000000001 0.086095000000000019 -0.079109999999999986 0.13524500000000003 0.090115000000000015 0.13148500000000005 0.13820500000000002 0.086835000000000009 -1.0000000180025095e-35 0.11588000000000001 -0.10096999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 5 -2 6 -3 7 8 9 23 11 12 -11 -7 -15 17 -17 19 -19 20 27 -22 -21 -5 28 -26 -8 -16 -20 -13
right_child=1 2 -4 4 -6 13 26 -9 -10 10 -12 29 -14 14 15 16 -18 18 24 22 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00092149345683934024 -0.0012231175056308223 -0.0012197498196766694 0.0010868125259033774 -0.0012074825416953632 0.00062201127871342691 -0.0010992682510430026 0.00028223755220554053 -0.0010641773869831111 0.0008813619181353105 0.0012204138748750622 -0.0012211245575543877 0.00068922236424503048 -0.0012198732046530671 0.001220282929530877 -0.00024519999777972856 0.00040161208466038285 -0.001067783872145935 -0.0011209892535687981 -9.8536791330585823e-05 -0.00071609626022803839 -0.00088868027633213012 0.00054807172892263473 0.00042949475829448503 0.00097282644225678316 -0.00087271711579550693 0.00024563569161357757 -0.00059673614282313673 0.0010656119607233493 0.00088514671097444713 1.18956508111661e-06
leaf_weight=0.029726272934567533 0.01787776707624289 0.01093171926913783 0.024044067810791603 0.043853415552007391 0.035433205744993757 0.010431604183395393 0.097141430807369034 0.038682391506881686 0.020315924009992159 0.0043903994373977176 0.016925821318409362 0.039504600641521392 0.020747937596865995 0.015493319256165705 0.0073809252680803175 0.02011627553292783 0.026011412593106797 0.019678542863857729 0.020742888260429027 0.022910683415830135 0.016507391759660095 0.029626963401824469 0.026734904928616743 0.0036644359834099296 0.023762821401760448 0.022411952217225917 0.019899714741313801 0.077080869514475125 0.027812006630483666 0.06211873441179705
leaf_count=288 38 118 111 482 51 16 86 237 16 4 213 34 452 52 10 25 74 37 16 5 23 50 74 9 26 16 29 210 29 290
internal_value=0 -9.06723e-06 0.000156331 -0.000167041 -0.000120155 9.70872e-05 -0.000191762 -0.000343582 -0.000211802 -0.000327953 -9.26938e-05 5.79797e-05 -0.000793678 0.000136343 0.000172522 0.000124886 -0.000426981 0.000211281 -0.000128651 0.000427052 0.000627097 3.39857e-05 -9.91781e-05 -0.00103934 7.74913e-05 -0.0003299 0.000132792 0.000951063 0.000464912 0.000268652
internal_weight=0 0.822234 0.401678 0.420556 0.402678 0.377634 0.367245 0.250204 0.211521 0.191205 0.143687 0.126762 0.0251383 0.366703 0.356271 0.340778 0.0461277 0.29465 0.114408 0.180242 0.130596 0.0461344 0.0496456 0.0475179 0.0947297 0.0461748 0.117041 0.0844618 0.0485549 0.101623
internal_count=3121 2833 892 1941 1903 781 1852 1737 1500 1484 993 780 456 663 647 595 99 496 124 372 293 73 79 491 87 42 115 220 45 324
is_linear=0
shrinkage=0.00121906


Tree=681
num_leaves=31
num_cat=0
split_feature=4 11 151 1456 1213 475 403 156 160 150 457 457 48 1374 160 376 151 14 47 129 130 3 13 133 15 52 1 15 42 2
split_gain=0.0134943 0.0142398 0.0140853 0.0110576 0.0115441 0.014098 0.0126597 0.0109961 0.0105252 0.0161705 0.0143758 0.0136514 0.0124763 0.0138574 0.0135092 0.0118036 0.0112347 0.010281 0.0125464 0.00929741 0.00976821 0.00918839 0.00861562 0.0119275 0.00912537 0.00930448 0.0102922 0.0188626 0.00952204 0.0103788
threshold=0.27834500000000006 0.081790000000000015 -0.27559499999999998 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.086004999999999984 -0.083259999999999987 0.10499000000000001 -0.091944999999999985 -0.22665999999999997 -0.0029299999999999994 -0.14786499999999997 0.081275000000000014 -0.094929999999999987 0.097500000000000017 0.081970000000000015 0.10561000000000002 -0.46885499999999997 0.096475000000000019 0.090180000000000024 -0.23647499999999996 0.149315 -0.53104499999999988 -0.25159999999999993 0.23208000000000004 -0.43320999999999993 0.10089500000000001 -0.008624999999999999 0.091545000000000015 0.097220000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 -5 21 8 9 -8 11 -10 14 -14 16 -11 19 -4 -19 20 -12 -6 -22 -24 25 -25 27 -27 29 -29
right_child=2 -3 17 4 6 -7 7 -9 10 15 12 -13 13 -15 -16 -17 -18 18 -20 -21 22 -23 23 24 -26 26 -28 28 -30 -31
leaf_value=-0.00088176779109511757 -0.0010763112142019718 -0.00093453363748813789 -0.00027349970313489278 0.0011500036412714556 -0.001149271888492156 -0.0011494458518262092 0.0011511976997789066 -0.0010489259765558252 0.00052399131088686597 -0.00094391240260538044 -0.0011518423293031318 -0.00091108492650414808 -0.00027123517561276547 0.00059843859554505432 -0.0011496088811879755 0.0006928625182056953 -0.0011412897735369849 0.00097756094513354926 -1.9112100504068114e-05 -0.00084863184811877332 -0.0007159481835292068 0.0011517707223466576 -0.0011500376968175655 -0.0011493181932544598 -0.00062549817345292948 -0.00071304613673402032 0.00078017803143552071 0.00029483552827827173 -0.00044675781425213896 0.0010224801959207476
leaf_weight=0.020156647998305743 0.0082448055763961747 0.024611196067326091 0.018871777962203851 0.0042092674411833278 0.018350468959397404 0.02144092789046681 0.0073545678751543156 0.011846390912182869 0.012110746083635604 0.037268382633101282 0.00714654986768437 0.031497226216401941 0.029671042847439821 0.13059534311491916 0.012044175024925607 0.0068888936384610125 0.0094555000905529596 0.0542027882563616 0.02406815806079976 0.012248091867832045 0.012679593039138126 0.0026165582239627829 0.0077483373061113517 0.005348479752910861 0.013399155854131095 0.023758095792913991 0.062912441479966219 0.095121352379464952 0.015977881817207162 0.035529868186131353
leaf_count=281 15 127 43 4 348 451 4 81 31 248 10 123 22 285 93 11 21 250 32 56 9 1 78 52 9 149 62 156 41 28
internal_value=0 -7.68859e-05 0.000365234 -4.42809e-05 -1.7367e-05 -0.0007721 1.4814e-05 4.64821e-05 6.9298e-05 -0.000425892 0.000118613 -0.000512538 0.000176724 0.000437431 4.33908e-05 -0.000688562 9.10758e-05 0.000487583 0.000671086 0.000131 0.00017391 -0.000862116 0.000208682 0.00025381 0.000296966 0.000348759 0.000383103 0.00023649 0.000390342 0.000492714
internal_weight=0 0.671987 0.105388 0.647376 0.627219 0.0256502 0.601569 0.580602 0.568756 0.0515118 0.517244 0.043608 0.473636 0.160266 0.31337 0.0441573 0.301325 0.0971427 0.0782709 0.29187 0.279622 0.020967 0.272475 0.259796 0.252047 0.238648 0.2333 0.170387 0.146629 0.130651
internal_count=3121 2781 340 2654 2373 455 1918 1569 1488 263 1225 154 1071 307 764 259 671 325 282 650 594 349 584 575 497 488 436 374 225 184
is_linear=0
shrinkage=0.00114875


Tree=682
num_leaves=31
num_cat=0
split_feature=124 38 3 1365 1456 4 47 158 14 483 156 130 1374 16 41 15 15 42 402 48 1374 49 403 13 50 41 1132 157 133 13
split_gain=0.0165814 0.022144 0.0180319 0.0137797 0.0123369 0.0167851 0.0162931 0.0137551 0.0134245 0.0125869 0.0131456 0.0116749 0.0118146 0.0129588 0.013531 0.0135265 0.0165479 0.0166094 0.0145455 0.0126315 0.0182559 0.0166827 0.01881 0.0175577 0.0112461 0.010957 0.0108342 0.0104964 0.010732 0.0199168
threshold=-0.043384999999999993 0.095410000000000009 0.30112000000000005 1.0000000180025095e-35 1.0000000180025095e-35 0.27834500000000006 0.10954500000000002 0.084765000000000021 -0.46885499999999997 0.088070000000000009 0.10499000000000001 1.0000000180025095e-35 0.086000000000000007 -0.51370499999999997 0.078475000000000017 -0.11713499999999999 0.084050000000000014 0.08623500000000002 -0.46900499999999995 0.093265000000000015 -0.094929999999999987 -0.087004999999999985 0.090990000000000015 -0.53104499999999988 0.083090000000000011 0.083035000000000012 -1.0000000180025095e-35 -0.082234999999999989 0.087285000000000015 -0.47860499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 9 -7 10 11 12 13 -2 15 -15 19 18 -18 20 -17 -22 23 -23 26 -10 -25 -28 -29 -30
right_child=2 -3 -4 -5 -6 6 -8 -9 25 -11 -12 -13 -14 14 -16 16 17 -19 -20 -21 21 22 -24 24 -26 -27 27 28 29 -31
leaf_value=0.00063836939111528432 0.00080208621194558026 -0.0010555185468989685 0.00088208937671642299 -0.0011276881167689001 -0.0011269295784070812 -0.00029501970558061882 -0.00078093863737673354 -0.00089456049117158298 0.0010705536592874538 -0.0011277479339213692 -0.001127674865969368 -0.0011265815649790796 -0.00098893797804866924 -0.00076136973523835525 -0.0010580033483691958 -0.00084101781178905514 0.000732000264240466 0.0002103604795141826 -0.00090795017635286334 0.00067991322860171794 -0.00077278801319831305 -0.0011311233171942684 -0.0011276417575447472 -0.0005824768073193706 -0.00058144517192694023 -0.00026647213505908817 -0.00044665380209325822 0.00067209496009991952 0.0011292947462994165 -0.00075310097588121225
leaf_weight=0.077278109506323744 0.024504196240741294 0.011208813471967005 0.023395598227125447 0.016891867769004421 0.014500345961323546 0.016740769995521987 0.012891691718323273 0.029378597312529564 0.047621688464005274 0.014876823675194828 0.014758281051172162 0.012510625347545101 0.015706051653978648 0.028148107035008252 0.01593003468678944 0.025462619633799477 0.0078116634749676441 0.040901954855257827 0.056303277132997209 0.050519775895509156 0.022625538269494427 0.0103737972676754 0.012233500439833733 0.012657407605729531 0.014898245645781572 0.0092910881139687262 0.014135010429527028 0.16468386964720594 0.011334720766171813 0.019215508352772304
leaf_count=233 20 26 111 56 258 16 14 209 135 126 123 321 39 64 58 41 7 361 279 76 40 3 38 9 105 17 61 223 5 47
internal_value=0 0.000423801 -9.13127e-05 -0.000122217 -9.86278e-05 -7.74933e-05 0.000387072 -0.00014245 0.000591511 -0.000104973 -7.84976e-05 -5.08453e-05 -2.62618e-05 2.1729e-06 -3.64704e-05 -3.3483e-06 4.272e-05 -0.000350403 -0.000708141 0.000157995 7.22816e-05 0.0001547 0.000235557 0.000302992 0.000365785 0.000852282 0.000429346 0.000490515 0.000558367 -5.46961e-05
internal_weight=0 0.0884869 0.760303 0.736907 0.720015 0.705515 0.0865452 0.61897 0.0736535 0.589591 0.574714 0.559956 0.547445 0.531739 0.507235 0.491305 0.463157 0.105017 0.0641149 0.35814 0.30762 0.282158 0.259532 0.247299 0.236925 0.0569128 0.222027 0.209369 0.195234 0.0305502
internal_count=3121 259 2862 2751 2695 2437 182 2255 168 2046 1920 1797 1476 1437 1417 1359 1295 647 286 648 572 531 491 453 450 152 345 336 275 52
is_linear=0
shrinkage=0.00112622


Tree=683
num_leaves=31
num_cat=0
split_feature=1456 1426 15 51 11 1374 480 128 1 49 49 42 157 16 16 157 1213 51 43 52 42 42 2 160 4 0 150 455 403 484
split_gain=0.00335738 0.0033823 0.00399563 0.00559293 0.00423966 0.00399824 0.00383151 0.0037113 0.00441544 0.00470949 0.00710342 0.00513267 0.004454 0.00409725 0.00652385 0.00398969 0.0048762 0.00407621 0.00402663 0.00579767 0.00497835 0.00543843 0.00712056 0.00520408 0.00494232 0.00508561 0.00459031 0.00422236 0.00407548 0.00401457
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.24436499999999997 0.11144500000000002 0.08776500000000001 0.10637000000000001 0.084710000000000021 0.11596500000000001 0.098700000000000024 -0.043469999999999995 -0.006494999999999999 0.10306000000000001 -0.084489999999999996 -0.27167499999999994 0.083160000000000026 -0.08107499999999998 -1.0000000180025095e-35 -0.096089999999999981 -0.15582499999999996 0.11434500000000002 0.091545000000000015 -1.0000000180025095e-35 0.089885000000000007 0.083670000000000008 -0.083644999999999983 -0.22491999999999998 0.088985000000000009 0.091990000000000016 0.41186000000000006 0.087410000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 8 12 -10 -11 13 -4 -12 -15 -14 -17 -18 -19 20 21 29 23 24 -23 -26 -24 -22 -27 -20
right_child=1 2 4 -5 -6 -7 -8 -9 9 10 11 -13 15 14 -16 16 17 18 19 -21 27 22 26 -25 25 28 -28 -29 -30 -31
leaf_value=-0.001826560187337799 -0.0029510573220501908 0.0021907336331070454 -0.002946844191346817 -0.00099067893752660479 -0.0020112622399534007 -0.0026514928107989133 -0.0029470158978071848 -0.0029481600051504096 0.0016939665769653606 -0.002517527672382152 -0.00045169141600490852 -0.0018865876082605735 0.0019531881240290793 0.0024244831780418884 -0.00011287191594361946 -0.0029462915166349056 -0.0029464972662976213 0.0011722921354588352 -0.0023208943038641994 -0.0023007788822488953 -0.0029476633091339382 0.0026798144531613925 0.001573518868331056 -0.0026780555603934508 0.0029497908067417163 -0.0020091855168202035 -0.00030235063585324983 0.0029471148012121325 0.0020128366060106957 0.0029127231271186744
leaf_weight=0.0088651652465898678 0.0033049771017772392 0.01589994147610696 0.0047713659436112712 0.0068642910905509771 0.0092654668000022866 0.0047900088615051564 0.0036161792754114677 0.0034065805810712382 0.027139106273409652 0.0072402841460643677 0.014165897806833527 0.0064967175699166537 0.0081169764766286789 0.02206417088177659 0.014615749400036293 0.0052842639336603261 0.0041413561960723646 0.022134441525622606 0.010421427892481461 0.010364550026196184 0.0075447971209854359 0.0048498551227567068 0.041497055684430961 0.0083367099498730113 0.0028554702876135681 0.012895280325096795 0.015562868889901438 0.0012255412366357632 0.0026320548276999025 0.0014484114135484569
leaf_count=288 64 229 117 16 77 25 201 44 190 20 32 24 59 93 58 422 121 90 329 152 159 7 85 55 2 133 18 5 3 3
internal_value=0 1.2472e-05 4.51585e-05 0.00123142 -5.2371e-05 1.54499e-05 6.40548e-05 0.000106061 0.000146735 0.000664338 0.000231666 0.00057879 -0.000142605 0.000893798 0.00141343 -5.8618e-05 -0.000166623 -6.59551e-05 1.81916e-05 -0.000195338 4.36993e-06 0.000190103 0.000440864 -0.000681595 3.48061e-05 -0.000663015 0.00106188 -0.00212394 -0.00132741 -0.00168226
internal_weight=0 0.302952 0.299647 0.0227642 0.276883 0.267617 0.262827 0.259211 0.255804 0.0917219 0.0645828 0.0573425 0.164082 0.0508458 0.0366799 0.159311 0.151194 0.14591 0.141768 0.119634 0.109269 0.100499 0.0886293 0.0315694 0.0232327 0.0183828 0.0570599 0.00877034 0.0155273 0.0118698
internal_count=3121 2833 2769 245 2524 2447 2422 2221 2177 417 227 207 1760 183 151 1643 1584 1162 1041 951 799 635 303 200 145 138 103 164 136 332
is_linear=0
shrinkage=0.00294557


Tree=684
num_leaves=31
num_cat=0
split_feature=31 457 2 15 484 1 15 42 2 43 0 16 2 41 148 150 52 123 2 4 454 3 3 403 455 13 16 1 13 52
split_gain=0.00335361 0.00329787 0.00479441 0.00625721 0.00465144 0.00419376 0.0045194 0.00467188 0.00459475 0.00501587 0.00451881 0.00459778 0.00420778 0.00545579 0.00531181 0.00518235 0.004497 0.00456772 0.00396152 0.00395256 0.00395138 0.00406785 0.00431842 0.00483514 0.00385802 0.00384154 0.00438496 0.0033946 0.00336847 0.00530917
threshold=-1.0000000180025095e-35 0.088350000000000026 0.11411 -0.095869999999999983 -0.0068949999999999992 0.12811000000000003 0.095175000000000023 0.091735000000000025 0.11093500000000002 0.0034250000000000005 0.18019500000000002 0.31475000000000003 0.097845000000000015 0.078475000000000017 -0.07990499999999999 0.086615000000000011 -0.12005499999999998 0.088305000000000008 0.11510000000000002 0.25615500000000008 -1.0000000180025095e-35 0.084940000000000015 -0.097604999999999983 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0034749999999999994 -1.0000000180025095e-35 0.077845000000000011 -1.0000000180025095e-35 0.11808500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 18 6 7 10 -9 -10 11 12 13 15 -14 16 -6 20 -2 -7 -18 22 27 -24 -8 -25 -27 -22 29 -16
right_child=1 2 -4 -5 5 19 24 8 9 -11 -12 -13 14 -15 28 -17 17 -19 -20 -21 21 -23 23 25 -26 26 -28 -29 -30 -31
leaf_value=0.0036657069475254773 -0.0035307941088383206 -0.0019788233641488307 -0.0019683614805494835 0.0023179245732347317 -0.0036638482063258322 0.00046872363633923986 0.0036674810936441278 -0.003058048452472316 0.0018198008337203724 -0.0030075974020720183 0.0024668312540437084 -0.0023399995640352653 -0.0029289766032253965 -0.0036657822772448241 0.0033953560723879875 -0.0028785863647249831 -0.00366434949321005 -0.0035539169571507791 0.00061766755042724254 0.0036633035195105007 -0.00011837309861389064 0.0024651038638677683 -0.0036632644051345937 0.00080472780326939065 -0.0027663240511182994 -0.0036639186836835884 0.0010858523139712114 0.002798366070089969 0.00046331934168168562 -0.0021203175897525346
leaf_weight=0.0032264928089773539 0.010014036475581634 0.0055566235009791845 0.0063173929677304832 0.024999398676868623 0.0039595259201803392 0.025360071589830113 0.0013708053156733522 0.013678412659714922 0.0077573363761871406 0.004598595504972991 0.009936402286257362 0.011214189671875374 0.0041220332450393462 0.006119988848695356 0.015859809093285548 0.0082590106731572632 0.002931794439859913 0.0038827873054287912 0.0044640934953008591 0.0065335053304238491 0.0090829700627068563 0.013895633529500628 0.0053073776661562979 0.02716667760282121 0.014206934788319359 0.0065418945889064162 0.0043345963173919769 0.013030789287540756 0.021962503773295339 0.0027461677486257932
leaf_count=86 422 15 34 104 90 67 1 243 57 26 21 167 12 34 134 104 19 7 58 128 51 34 378 284 283 81 15 43 105 18
internal_value=0 -8.8537e-05 0.000936074 0.00153656 -0.000234783 -0.000115038 -0.000301342 -0.000150725 -0.00159571 2.31535e-05 7.01038e-05 -7.83513e-05 9.16349e-05 -0.000310555 0.00103219 -0.000101862 0.000152571 0.000327927 -0.00225168 0.00112314 0.000511084 0.000665337 0.000283314 -0.000388525 -0.00220016 6.83314e-05 -0.001771 0.00160035 0.00143468 0.00258126
internal_weight=0 0.295211 0.0368734 0.030556 0.258338 0.24386 0.211966 0.196388 0.0260343 0.0123559 0.170354 0.160418 0.149204 0.104513 0.0446905 0.0983931 0.090134 0.0861745 0.0144781 0.0318936 0.0822917 0.0793599 0.0654643 0.0433505 0.0155777 0.0380432 0.0108765 0.0221138 0.0405685 0.018606
internal_count=3121 3035 153 119 2882 2402 2207 1923 326 83 1597 1576 1409 1140 269 1106 1002 912 480 195 905 886 852 758 284 380 96 94 257 152
is_linear=0
shrinkage=0.00366245


Tree=685
num_leaves=31
num_cat=0
split_feature=123 2 39 2 147 48 484 42 51 160 454 52 1 48 47 124 42 52 42 13 2 42 48 16 160 3 11 51 15 0
split_gain=0.0258526 0.0245146 0.0229068 0.0207785 0.019794 0.0222706 0.0171232 0.0172622 0.0156521 0.0156517 0.014824 0.0150853 0.0145838 0.0241752 0.0218342 0.013463 0.0132588 0.0149255 0.014236 0.0181719 0.0171792 0.0141226 0.0132129 0.0129695 0.0126786 0.0140482 0.0116104 0.0116014 0.0151236 0.0100443
threshold=1.0000000180025095e-35 0.094835000000000017 0.16946000000000003 -1.0000000180025095e-35 0.089025000000000007 -0.098424999999999985 -0.0068949999999999992 -0.11051499999999999 0.14842000000000002 -0.26568499999999995 -1.0000000180025095e-35 -0.51296999999999993 0.10060500000000001 0.12879500000000002 0.13206500000000002 -0.085059999999999983 -1.0000000180025095e-35 0.11434500000000002 0.091735000000000025 0.41383500000000001 0.088850000000000012 -0.091214999999999977 -0.076334999999999986 0.042200000000000008 0.083670000000000008 0.086245000000000016 0.090920000000000015 0.08955500000000001 0.095575000000000007 -0.084269999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 6 -6 8 -8 -1 -9 -11 -12 16 14 15 -14 21 18 20 -20 24 -13 -17 26 25 29 -24 28 -22 -18
right_child=1 -3 -4 -5 5 -7 7 9 -10 10 11 12 13 -15 -16 22 17 -19 19 -21 27 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0011802434522031309 0.0012941833580730549 0.00097611592775455379 0.001300500989468583 -0.00093223574976859661 -0.0009334748578513505 0.0010401725348741881 -0.0009526136834959965 -0.0010574061091004417 0.00048050043355667198 -0.0011299318850845096 -0.0010604188142550194 0.00014169323837764426 -0.00064839182767272973 -0.00060067196216719216 -0.00092289137433506068 -0.00069356618689448899 -0.00069680959427526165 -0.00098539044258423927 -0.0011787466582996898 0.00130146938455662 0.00071062539564943573 -0.0012833797456524695 0.0011225809913029802 0.00014277054434953205 -0.0012958425815466159 0.00088997848346496547 -8.8298346018901954e-05 -0.00039413003740265587 -0.00040459884343075703 0.00014938225988161196
leaf_weight=0.048490076672464966 0.0096148392417489958 0.074175510548229795 0.018828323868547159 0.025948929293008405 0.012271294649508491 0.043443661101264297 0.041382285840768418 0.027188663086803899 0.01181114236646863 0.020931338538048294 0.02276985174944457 0.018346885460459816 0.014049399267150875 0.045367810300376732 0.01793522757361643 0.011178073016708368 0.04994927628467849 0.02665028426349636 0.029222997400665918 0.0059506953693926326 0.12112132737274806 0.031829237456122428 0.10740490458056229 0.042360102947895939 0.016703233932730654 0.020191270981740672 0.015117897783056833 0.027415796940658765 0.024460817503040744 0.04429616313200313
leaf_count=449 83 154 23 28 22 80 144 234 29 41 195 102 19 25 11 10 232 75 243 1 105 414 165 52 27 14 19 17 21 87
internal_value=0 0.000552735 -0.000111698 -0.000330312 -0.000141312 0.000605474 -0.00019072 -0.000139488 -0.000854955 -9.40434e-05 -5.73208e-05 -2.48919e-05 1.03239e-05 0.00025499 0.000441581 0.000570307 -0.000138669 -5.31644e-05 2.00547e-05 -0.000759143 0.000110169 -0.000762302 0.000667558 0.000759834 -0.00024297 -8.9292e-05 0.000973172 0.000377864 0.000523245 -0.000299092
internal_weight=0 0.109739 0.916668 0.0355638 0.89784 0.055715 0.842125 0.781824 0.0603012 0.740441 0.713253 0.692321 0.669551 0.253413 0.208046 0.19011 0.416138 0.365962 0.339312 0.0351737 0.304138 0.0501761 0.176061 0.164883 0.13114 0.114437 0.122523 0.172998 0.145582 0.0942454
internal_count=3121 265 2856 111 2833 102 2731 2253 478 2109 1875 1834 1639 301 276 265 1338 822 747 244 503 516 246 236 360 333 184 143 126 319
is_linear=0
shrinkage=0.00129368


Tree=686
num_leaves=31
num_cat=0
split_feature=160 123 2 123 124 483 4 13 0 52 1 16 43 43 151 16 4 3 457 151 151 150 16 133 474 4 11 160 484 49
split_gain=0.00330395 0.00355499 0.00727817 0.00415486 0.00396313 0.00489599 0.00455344 0.0054473 0.00478826 0.00464531 0.00368536 0.00480936 0.00708425 0.00480762 0.00364936 0.00374695 0.00359497 0.00409293 0.00321364 0.00356429 0.00383299 0.00352027 0.00315484 0.00308175 0.0030243 0.00305845 0.00369193 0.00379612 0.00300695 0.00298883
threshold=-0.40698999999999991 1.0000000180025095e-35 0.094835000000000017 0.084785000000000013 0.14970500000000003 0.096190000000000012 -0.49405499999999997 0.41383500000000001 1.0000000180025095e-35 -0.43320999999999993 1.0000000180025095e-35 0.013515000000000001 0.15359500000000004 -0.27207999999999993 -0.5145249999999999 -0.54165499999999989 -0.083854999999999985 -0.084074999999999997 -0.0029299999999999994 -0.086944999999999981 -0.083274999999999988 -0.23067999999999997 0.25084500000000004 0.091250000000000012 -0.14697499999999997 0.50500500000000004 0.090920000000000015 -0.087429999999999994 0.079595000000000013 -0.24768999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=22 4 3 -3 5 6 7 -2 9 -8 11 12 16 -12 -15 -16 17 -11 21 -20 -21 -17 -1 -14 -22 26 27 -26 -10 -29
right_child=1 2 -4 -5 -6 -7 8 -9 28 10 13 -13 23 14 15 18 -18 -19 19 20 24 -23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=-0.0028922010225853377 -0.0033443596185145493 0.0033844125236778843 0.0025200556201167906 -0.0022748613187176373 0.0026533197412518645 -0.0032837690220310742 -0.0033844222235366486 0.002699022619989049 0.00072138445063432385 -0.0033841114524666384 -0.0033850786238983585 0.00069420932278146117 -0.0033840488235523259 -0.0033845989593172306 0.0028224301079058677 0.0013995525502842685 -0.003384860693334503 0.0033907621998968923 0.0021875464948908283 -0.0030679409751319365 -0.0033908929875442781 -0.0021440676181657551 0.003368634551090119 0.002749534596401833 -0.0027887578435955669 0.0030597648145221095 -0.0022591398365301306 -0.0019894061326922309 0.0033854693315122997 0.00071807743810041339
leaf_weight=0.0074680129314685928 0.0090651884309522757 0.0018428735556881293 0.017047408633857231 0.007651511979162251 0.0058376838487674823 0.0056395037169494336 0.005087104906394301 0.002103768114466221 0.027730128844837054 0.0019630841933491183 0.0043420486299510222 0.01271545089787196 0.0011775478256197394 0.0031388814734327744 0.0064592998228931711 0.0043530309121706514 0.017471318348484036 0.0021269933786243157 0.011271915509269093 0.0039820991441956713 0.0024699771747691548 0.012215948030871004 0.0010510977826925227 0.0046061132534305216 0.0040074259968037032 0.0047178598121035966 0.006191964397658011 0.0049290388451481695 0.0058785675465173872 0.088065001084885353
leaf_count=238 123 31 151 79 17 167 176 2 105 234 38 97 99 18 55 10 719 1 47 13 2 57 2 10 27 59 19 11 28 486
internal_value=0 1.87518e-05 0.00119778 -0.00117639 -0.000102755 -0.000166674 -9.52355e-05 -0.00220604 5.12796e-06 -0.000192264 -0.000109499 -0.001025 -0.00182444 0.000125383 0.000225794 0.000302023 -0.00271639 0.000139076 0.00018754 0.000372256 0.000193337 -0.00121308 -0.00211973 0.00150074 0.00031099 0.000395722 0.000273926 0.000435621 0.00118737 0.00057457
internal_weight=0 0.284089 0.0265418 0.00949439 0.257547 0.251709 0.24607 0.011169 0.234901 0.201292 0.196205 0.0400605 0.0273451 0.156144 0.151802 0.148664 0.0215614 0.00409008 0.142204 0.125635 0.114363 0.016569 0.00851911 0.00578366 0.110381 0.107911 0.103193 0.0970015 0.0336087 0.092994
internal_count=3121 2881 261 110 2620 2603 2436 125 2311 2178 2002 1160 1063 842 804 786 954 235 731 664 617 67 240 109 604 602 543 524 133 497
is_linear=0
shrinkage=0.00338353


Tree=687
num_leaves=31
num_cat=0
split_feature=1 2 133 133 41 160 42 51 51 0 16 1429 0 376 474 1456 15 47 43 402 16 42 155 157 133 13 1 453 15 47
split_gain=0.022008 0.0198798 0.0153968 0.0166059 0.016826 0.0158336 0.013346 0.015188 0.0165293 0.0177192 0.0151461 0.0171554 0.0145135 0.0130977 0.014338 0.0124703 0.0136323 0.0116723 0.0159037 0.0151712 0.0155664 0.012124 0.0104919 0.0105613 0.0116456 0.0149001 0.0135653 0.0129412 0.0166001 0.0160081
threshold=0.090405000000000013 0.14753000000000002 0.085075000000000026 0.41307000000000005 0.088520000000000015 -0.26568499999999995 -1.0000000180025095e-35 0.089685000000000001 0.067785000000000012 -0.084269999999999984 -0.51370499999999997 0.084690000000000015 -0.23811499999999999 0.091135000000000008 0.086870000000000017 1.0000000180025095e-35 -0.47006499999999996 0.097480000000000011 -0.084004999999999982 0.10389500000000002 -0.27167499999999994 0.084145000000000011 0.084785000000000013 -0.074309999999999987 -0.25159999999999993 -0.092094999999999982 0.094465000000000007 1.0000000180025095e-35 0.035560000000000008 0.093140000000000014
decision_type=2 2 2 2 2 2 2 2 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 -2 13 8 9 10 -8 12 -12 14 -1 16 -7 18 21 20 -20 -11 23 -18 -25 -26 -27 28 29 -28
right_child=1 -3 3 -5 -6 15 7 -9 -10 17 11 -13 -14 -15 -16 -17 22 -19 19 -21 -22 -23 -24 24 25 26 27 -29 -30 -31
leaf_value=-0.0013441687496261725 -0.0013753210055698459 0.0010094367972365887 0.0013290281139139342 -0.0012306893831401651 -0.00123631502523047 0.0013739122895296153 0.00026635430698114846 -0.0012388627217554959 0.00051047263890609848 0.0011850848178821208 0.00087694781814631089 0.00058390930770781569 -0.0013245734806435082 0.00066653394911953521 0.0011034711799954692 -0.0013754361572459813 0.00048353425962590583 0.0010944342699151126 0.00099708728123980316 0.00089124854946066553 -0.00094144892692455046 -0.0001045371061349098 -0.0011946206551829881 -0.0013756411112609158 0.0004423832232098173 -0.0010949232726014922 0.00041620924563271308 -0.0011937615126668512 -0.00086336843438445309 -0.00034796924453267086
leaf_weight=0.073544298734304903 0.023072892871823569 0.027120763852508389 0.032238300702374545 0.0080037987895593687 0.0056657505047041914 0.010551077794843877 0.020377820303110639 0.039390727631371192 0.038393744102904748 0.019050728798447381 0.0059942702500848091 0.011335447499050133 0.096562315859728187 0.007845042142434977 0.0048054682010842944 0.016723552203075087 0.043193828814764856 0.012795860059668485 0.0085674972888227785 0.01161602051479349 0.087970615300264399 0.049283411751730455 0.019315945449761784 0.016089075049421808 0.060235171403292043 0.03609235405929212 0.10899752080558756 0.022654504347883631 0.045307425315513683 0.09822611873914866
leaf_count=680 57 112 153 54 6 51 29 154 33 25 8 49 520 6 20 24 72 25 13 26 349 63 107 31 104 64 144 18 53 71
internal_value=0 -0.000137823 -0.000194771 0.000566151 0.000945571 -0.000264571 -0.000534571 -0.000429306 -0.000341202 -0.000442264 -0.000823719 -0.00101876 -0.0011959 -0.00102471 -0.00119405 -0.000210887 -0.00016861 -0.000171676 -0.000263472 -0.00059105 -0.000769409 0.000254994 -0.000204768 -0.000160385 -0.000232143 -0.000182622 -0.000303566 -0.000199774 -0.000110604 5.39808e-05
internal_weight=0 0.573488 0.546367 0.0459078 0.0379041 0.500459 0.487533 0.401338 0.361948 0.323554 0.13427 0.113892 0.102557 0.0861948 0.0783498 0.477387 0.460663 0.189284 0.176488 0.108154 0.0965381 0.0683341 0.450112 0.430796 0.387602 0.371513 0.311278 0.275186 0.252531 0.207224
internal_count=3121 1121 1009 213 159 796 2000 1294 1140 1107 606 577 528 706 700 739 715 501 476 388 362 88 664 557 485 454 350 286 268 215
is_linear=0
shrinkage=0.00137286


Tree=688
num_leaves=31
num_cat=0
split_feature=39 47 52 44 1 1374 4 1374 48 1447 2 148 1 160 474 484 0 11 42 0 16 2 4 457 15 16 160 1212 3 130
split_gain=0.0032022 0.00394087 0.00569899 0.00495362 0.00506619 0.00524384 0.00498145 0.00496775 0.00458051 0.00508768 0.00535417 0.00589869 0.00471984 0.0043639 0.00428479 0.00411132 0.00453461 0.00390256 0.00380737 0.00373189 0.00358686 0.00631029 0.00351051 0.00454563 0.00499273 0.00484768 0.00541599 0.00466795 0.00489672 0.00403097
threshold=0.16946000000000003 0.13148500000000005 0.12603000000000003 1.0000000180025095e-35 0.094385000000000011 -0.094929999999999987 -0.17966999999999997 -1.0000000180025095e-35 0.12879500000000002 -1.0000000180025095e-35 0.090310000000000015 -0.080634999999999984 0.13075500000000004 -0.091944999999999985 -0.14697499999999997 -0.0068949999999999992 -0.23091999999999999 0.099410000000000012 -0.095859999999999987 1.0000000180025095e-35 -0.15012499999999998 -1.0000000180025095e-35 -0.083854999999999985 0.082380000000000009 -0.090344999999999995 -0.51370499999999997 -0.074254999999999988 -0.50120999999999993 -0.23446499999999998 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 -7 9 -8 12 -12 19 -9 -13 -15 -17 -16 -18 20 -11 -22 29 25 -25 -24 -27 -28 -29 -20
right_child=-2 2 -4 -5 6 7 8 13 -10 10 11 14 -14 15 17 16 18 -19 22 -21 21 -23 23 24 -26 26 27 28 -30 -31
leaf_value=-0.0038914710657482316 0.003889449037006807 -0.0034921901774077075 0.0013244679870673998 -0.0033943092305847582 -0.0023379086020194799 0.0036621789643221784 -0.0025308203649432098 -0.003031258490481273 -0.0016627057625605427 0.00060161077239294337 -0.0022893419758933135 -0.0020056411271443487 0.0028759355767782858 -0.0038882016835671378 0.003264054598877234 0.0038911273209424071 -0.0032762082032188268 -0.0011154218637440764 -0.0028520401777275819 0.0038888224177637816 0.0012318220683719113 -0.0038879783405412162 0.0021209039327137833 0.0037703569520994126 -0.00069241405245744196 0.0014671763870647615 0.0027908927871341288 0.0038899201587386093 -0.0032036701329278957 0.0010583354661563794
leaf_weight=0.0062067892455388565 0.0030611531497015667 0.011415653766334799 0.0054976588444333166 0.0063124495859483423 0.0076634899447753915 0.0047591832380931001 0.0053666735583419714 0.0087555761847681879 0.0095849818230817618 0.016634457678776471 0.0040133720440280731 0.0028347364877845385 0.0090647700314434587 0.0043880061511174509 0.039918809441644498 0.0042372559983050442 0.005783476196342007 0.0033300074049975583 0.004361290619598889 0.0029847395485376174 0.0057737985151788971 0.0098240214517772984 0.005471423505468912 0.0063926435570920139 0.0092897879003430717 0.0064597102904144768 0.0023993688004679816 0.0015492420643567961 0.028738472058208252 0.045805275420434548
leaf_count=38 23 38 24 43 111 9 37 329 23 38 19 3 70 347 303 7 149 13 89 25 36 160 19 13 46 74 24 2 808 201
internal_value=0 -0.000107007 -0.00192654 7.86398e-06 8.99617e-05 -0.00039656 0.000691273 -0.000239814 0.000903603 0.00115021 0.00135953 0.00222986 0.000374894 -0.00037878 0.00262344 -0.000192804 -5.82225e-05 0.00292685 -0.000202174 -0.000268867 -0.000653873 -0.0019928 -4.12334e-05 -0.000673189 0.00112675 -0.00130583 -0.00178478 -0.00242744 -0.00284083 0.000718382
internal_weight=0 0.284817 0.0169133 0.267904 0.261591 0.144598 0.116994 0.138391 0.10933 0.0997454 0.0943787 0.0500969 0.0442818 0.133632 0.0460836 0.124876 0.120488 0.0432488 0.116251 0.035217 0.0322323 0.0155978 0.110467 0.0603006 0.0156824 0.0446182 0.0391468 0.0326871 0.0302877 0.0501666
internal_count=3121 3098 62 3036 2993 2155 838 2117 727 704 667 338 329 2108 319 1779 1432 316 1425 259 234 196 1276 986 59 927 908 834 810 290
is_linear=0
shrinkage=0.00388662


Tree=689
num_leaves=31
num_cat=0
split_feature=31 45 1374 150 151 1 1374 52 1375 14 52 12 157 1213 1429 130 1 157 1456 43 42 43 402 12 454 52 2 52 133 2
split_gain=0.00306392 0.00294577 0.00315713 0.00298703 0.00489066 0.00530711 0.00521695 0.00632943 0.00455255 0.00389255 0.00388516 0.00343686 0.00327265 0.00414582 0.00399597 0.00420734 0.00573988 0.003764 0.0035969 0.00366939 0.00437712 0.00410459 0.00371061 0.00335107 0.0032708 0.00321799 0.00317598 0.00372478 0.00472466 0.00528039
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.093235000000000012 0.081835000000000019 0.10561000000000002 0.093205000000000024 -0.094929999999999987 -0.088204999999999992 -0.43996499999999994 0.062655000000000016 -0.046924999999999988 0.090545000000000014 -0.076494999999999994 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.12337000000000002 -0.23223999999999997 -1.0000000180025095e-35 -0.052894999999999991 -0.11051499999999999 -0.0037449999999999996 0.10389500000000002 0.051320000000000005 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0027449999999999996 -0.25159999999999993 0.10613000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 9 5 6 -5 -8 -7 12 -9 -10 17 -14 -15 16 -16 -3 -17 20 23 -21 24 -20 -23 -12 -26 -28 -29 -30
right_child=1 2 -4 4 -6 8 7 10 11 -11 25 -13 13 14 15 18 -18 -19 19 21 -22 22 -24 -25 26 -27 27 28 29 -31
leaf_value=0.0036653217263482919 0.0036639442032613827 -0.0036631025935972088 -0.0029495774171891119 -0.0036669488153947558 -0.0033514147642183991 -0.0011986708631494937 -0.0028059688438617893 0.0031673934495193364 0.0035987470342847736 -0.0033804016060548898 -0.0036644296877151022 -0.0001590159534994615 -0.0036631076046283123 -0.0036667086895299998 -0.0031720126600914712 -0.0036630376891131355 0.0034867291173027405 0.0017965068179837435 0.00082486221022703174 -0.0033328854746859592 0.0011569081213184636 -0.0033943251753030183 0.0033147146690287637 -0.0036658996904727769 -0.0026125162298836851 0.0014998026567186716 -0.0015467115740552351 -0.0036190471167743942 0.0020470125434215595 -0.0002590616770694548
leaf_weight=0.0029327971625718865 0.0027632465821625365 0.0018818624430707578 0.0052485313586885232 0.0047261290504820854 0.0037899464565498411 0.0044666569801847791 0.0055978307536292951 0.0098677480987134879 0.016920182286753516 0.0053069191664008022 0.0025665047345455579 0.0040452422833823212 0.0049364405439362704 0.0045033187860923354 0.011293422008364473 0.003531884187921718 0.0020519462841548384 0.01695186808068172 0.0041175005693503408 0.0059268572670774225 0.053691046092581018 0.0044699342311105275 0.0038861856377820905 0.0048592910905540521 0.0065800335381709365 0.0043818029714657366 0.015563874221641072 0.003553977416757447 0.023497199991709294 0.030746478771391139
leaf_count=86 23 79 41 32 39 4 29 19 133 88 47 26 451 86 174 171 16 197 17 219 513 19 18 51 51 20 144 104 125 99
internal_value=0 -9.82502e-05 -0.000136902 -8.0923e-05 0.000666703 0.000956371 -0.00017007 0.000567272 0.00215846 -0.000284143 0.00169018 0.00287369 -0.000202816 -0.000352265 -0.000260587 -0.000172316 -0.00214818 0.00125098 -7.94719e-06 7.43344e-05 0.000761129 -0.000382446 -0.000184402 -0.00160606 -0.000345496 -0.000407716 -0.000175021 4.36059e-05 0.00047185 0.00073988
internal_weight=0 0.271724 0.268961 0.263712 0.056362 0.0525721 0.02714 0.0224139 0.0254321 0.20735 0.0168161 0.0209654 0.202043 0.183209 0.178273 0.17377 0.0133454 0.0188337 0.160424 0.156892 0.0626678 0.0942245 0.0882977 0.00897679 0.0844115 0.00694831 0.0799416 0.0733615 0.0577977 0.0542437
internal_count=3121 3035 3012 2971 349 310 147 115 163 2622 86 159 2534 2258 1807 1721 190 276 1531 1360 581 779 560 68 542 67 523 472 328 224
is_linear=0
shrinkage=0.00366245


Tree=690
num_leaves=31
num_cat=0
split_feature=1 2 158 133 160 151 42 376 474 474 42 13 0 0 13 133 133 13 16 4 157 453 16 49 3 1374 131 13 15 1
split_gain=0.00294507 0.00393639 0.00377963 0.00369352 0.00427685 0.00359669 0.0041431 0.00478431 0.00463915 0.00451818 0.00494581 0.00521334 0.00477739 0.00559236 0.00475148 0.00338759 0.00299108 0.00367512 0.00436652 0.00707284 0.00420593 0.00340175 0.00520419 0.0046123 0.00421004 0.00350582 0.0029786 0.00360931 0.00338104 0.00370749
threshold=0.090405000000000013 0.14753000000000002 0.084765000000000021 0.085075000000000026 -0.26568499999999995 -0.090369999999999992 -1.0000000180025095e-35 0.091135000000000008 0.086870000000000017 0.087745000000000017 0.091735000000000025 0.41383500000000001 -0.084269999999999984 -0.098289999999999975 -0.53104499999999988 0.41307000000000005 -0.25159999999999993 -0.083764999999999992 -0.29154999999999992 0.40473500000000007 -0.07686999999999998 1.0000000180025095e-35 -0.39185999999999993 0.13984500000000002 0.12745000000000004 0.10637000000000001 0.10258000000000002 -0.0051199999999999987 1.0000000180025095e-35 0.094465000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 4 -2 -1 7 8 -7 10 12 -12 13 -8 -14 -5 -6 18 19 -18 -19 22 25 24 26 -22 27 -24 29 -29
right_child=1 -3 -4 15 16 6 9 -9 -10 -11 11 -13 14 -15 -16 -17 17 20 -20 -21 21 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0030520624332953084 -0.0039660902473993391 0.0032381730723471972 -0.003966083422561867 0.0031450922779296931 -0.0034693097204592034 -0.0038465551709701558 0.00030625408646472747 0.0027238762389372884 0.0036330852100044616 -0.003965541848617078 -0.0037488573313129133 0.0039710030346825449 -0.0020925444550042769 -0.0039651948843844936 0.0020830827582109779 -0.003519557940647258 -0.0027468632784590249 0.0023930202032047374 0.002784592616694006 0.0034240640086378748 0.0036229048709486601 -0.003604340687890722 -0.0033053535122524887 0.0031542518143359045 -0.003875198319904839 -0.0017448250093079032 0.0027886144381433168 -0.0023898398074661434 -0.0027791266546796003 0.00076771965287539127
leaf_weight=0.0074032082567043736 0.0041798467159424027 0.006896563283703471 0.0048218922772917941 0.0099439009466379957 0.00356138780330184 0.011870192261213219 0.028454443354348765 0.0027426955057308069 0.0014639572373340579 0.0040165905303837226 0.0077222819580526902 0.0016725735040381551 0.0048580796828900921 0.0057988286975074769 0.036168366788743356 0.0013628989296421432 0.007478961999368039 0.0090553270784994311 0.016502430440255011 0.0047876100863959437 0.0080190601951244389 0.0050542999636036248 0.0078417749378729695 0.0046465786901990205 0.006837125907850349 0.0025111028444371195 0.0038438080352989337 0.0073404772770118134 0.0076423959826001911 0.028669285111789122
leaf_count=116 57 112 208 159 34 615 115 5 20 125 283 1 4 307 201 54 20 88 102 52 82 17 88 12 18 9 27 27 39 124
internal_value=0 0.000314625 -0.000529331 0.000169861 -2.20338e-05 -0.000381596 -0.000192893 -0.00204455 -0.00302536 0.000142752 0.000337632 -0.00237448 0.000676102 -0.000416871 0.00158863 0.00234175 0.000111138 0.000217196 0.00145302 -0.000338367 -0.000171531 -0.000453342 -0.000247449 -0.00065565 -0.000940379 0.00234288 -0.000577774 -0.000829061 -0.000384214 0.000124061
internal_weight=0 0.146175 0.116993 0.139278 0.127971 0.112171 0.104768 0.0160768 0.0133341 0.0886912 0.0846746 0.00939486 0.0752797 0.0342533 0.0410264 0.0113068 0.123792 0.12023 0.028769 0.0122666 0.0914612 0.0824059 0.0773516 0.0668214 0.0621749 0.0105302 0.0553377 0.0514939 0.0436522 0.0360098
internal_count=3121 1121 2000 1009 796 1792 1676 640 635 1036 911 284 627 422 205 213 739 705 174 72 531 443 426 335 323 91 305 278 190 151
is_linear=0
shrinkage=0.00396435


Tree=691
num_leaves=31
num_cat=0
split_feature=123 2 2 124 483 376 151 1348 14 16 1213 475 457 484 150 1 15 155 456 454 160 1373 4 42 151 474 38 1 42 49
split_gain=0.00270916 0.00499374 0.00362689 0.0032918 0.00390053 0.0032128 0.00318324 0.0037982 0.00310578 0.003003 0.00268569 0.00425877 0.00277048 0.00274386 0.0051466 0.00258544 0.00257616 0.00350865 0.0026449 0.00271423 0.00432213 0.00362706 0.00355847 0.00356743 0.00322466 0.0030355 0.00316863 0.00326999 0.00587267 0.00473199
threshold=1.0000000180025095e-35 0.094835000000000017 -1.0000000180025095e-35 0.14970500000000003 0.096190000000000012 0.086335000000000009 -0.40381499999999992 0.090205000000000021 0.076175000000000007 -0.54165499999999989 -1.0000000180025095e-35 -0.086004999999999984 0.5717850000000001 -0.0068949999999999992 0.097210000000000005 0.14804000000000003 -0.47006499999999996 0.088610000000000008 0.090775000000000008 0.085470000000000004 -0.098904999999999979 0.099250000000000019 -0.49405499999999997 -0.11051499999999999 -0.22379999999999997 -0.14697499999999997 1.0000000180025095e-35 0.107145 0.091735000000000025 -0.087004999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 6 -1 8 9 -8 11 -11 13 14 -12 16 -15 18 19 20 24 22 -22 -24 -18 -25 27 28 29 -27
right_child=1 -3 -4 -5 -6 -7 7 -9 -10 10 12 -13 -14 15 -16 -17 17 -19 -20 -21 21 -23 23 25 -26 26 -28 -29 -30 -31
leaf_value=-0.0033669311475289605 0.0038107248921489451 0.0024180743038123018 -0.0025756068159982831 0.002917890410159195 -0.0036850362210317953 -0.0036841503915462535 0.00311210465266013 0.003610978868671844 -0.00303475548360496 0.0038116638293787929 -0.0038114920187588175 -0.0038113282764451685 -0.0037732155828684067 0.003811340340470377 0.0034009108173007003 0.0038123473074538157 0.0038126502267541149 -0.0038121277676542633 -0.0028415170861858267 0.0034633822072195025 -0.0022093042251086306 -0.0038133003567123584 -0.0027330648320196848 -0.0038156620336484309 -0.0029170969998291081 -0.0013215768328235854 -0.0020103591495288656 0.0017404891894966777 -0.003709077678270356 0.0010519756936481011
leaf_weight=0.0042885423366669775 0.0016191097787441322 0.015694580980948558 0.0063741686253706575 0.0048595930984447469 0.004704319244936527 0.0037299695196679741 0.0042751376801106735 0.0040339450990813921 0.0051828673786076243 0.0013027323875576258 0.0062145816571259616 0.005808694717494233 0.0028274618516661567 0.0026298917744327346 0.0018683623338802136 0.0027194788082738333 0.0011549249229574352 0.0034156448139839304 0.0043582563669701804 0.0035462113955873056 0.0075017741557985565 0.0031058787227493658 0.00483107288074791 0.0022239924730911289 0.0098557588199668089 0.014786033174004842 0.006096581295764735 0.037833218660580314 0.0047715035596240787 0.069599364609061354
leaf_count=55 83 154 28 17 173 11 43 30 87 4 342 462 8 40 9 40 3 159 43 10 44 16 63 10 229 43 29 132 166 588
internal_value=0 0.00116951 -0.001282 -0.000184528 -0.000252237 -0.000178146 -0.000117103 -5.07184e-05 -0.000122454 -4.7257e-05 -0.00011601 -0.00241488 -2.9667e-05 2.70838e-05 -0.00214435 0.000125451 6.83886e-05 1.15158e-05 8.84924e-05 0.000165741 9.34483e-05 0.000261779 0.000347504 0.00048437 -0.00221121 0.000599244 0.00067302 0.000801845 0.000403537 0.000636081
internal_weight=0 0.0236879 0.00799328 0.227526 0.222666 0.217962 0.214232 0.209943 0.205909 0.200727 0.196451 0.00711143 0.18934 0.186513 0.00808294 0.17843 0.17571 0.17308 0.169665 0.165306 0.16176 0.150749 0.147644 0.140142 0.0110107 0.135311 0.133087 0.12699 0.0891569 0.0843854
internal_count=3121 265 111 2856 2839 2666 2655 2600 2570 2483 2440 466 1974 1966 351 1615 1575 1535 1376 1333 1323 1091 1075 1031 232 968 958 929 797 631
is_linear=0
shrinkage=0.00381041


Tree=692
num_leaves=31
num_cat=0
split_feature=31 45 1374 401 147 1446 123 2 148 448 484 375 1 42 1 160 43 52 2 42 42 51 159 401 12 160 0 4 0 0
split_gain=0.00258201 0.00258804 0.00258082 0.00261945 0.0025735 0.00262571 0.00305313 0.0070526 0.00284288 0.00522372 0.00394479 0.0027122 0.00286846 0.00380371 0.00347207 0.00436954 0.00295125 0.00404453 0.00451729 0.00481985 0.00422973 0.00391665 0.00348115 0.00301665 0.00499671 0.00397933 0.00467373 0.00508254 0.00286536 0.0039864
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.093235000000000012 0.10076500000000001 -1.0000000180025095e-35 0.11581000000000001 1.0000000180025095e-35 0.094835000000000017 -0.0084749999999999982 -0.083859999999999976 -0.0068949999999999992 0.087420000000000012 0.10781 -0.095859999999999987 0.11181500000000001 0.097500000000000017 -0.17390999999999998 0.11434500000000002 0.089885000000000007 0.091545000000000015 -0.035074999999999988 -0.031924999999999995 -0.50206999999999991 0.10022000000000002 0.084100000000000022 0.083670000000000008 -0.13455999999999999 -0.083854999999999985 -0.033209999999999996 -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 4 -3 6 8 -8 9 -6 -10 12 13 -12 -14 28 -15 18 23 20 -20 -22 -19 24 25 26 -18 -28 29 -16
right_child=1 2 -4 -5 5 -7 7 -9 10 -11 11 -13 14 16 15 -17 17 22 19 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0038130509347925859 0.0038117559532095603 -0.0035502385063282595 -0.003003856031811759 -0.0035361962797837679 -0.0033235730888571476 -0.0038120040511428399 -0.0016657575737799497 0.0031526706695769575 -0.0025530585235045713 0.003070666315145752 -0.0038119623820157232 -0.0035524241170610967 0.0029421919891454442 0.0014115136932035181 0.00073334796913381353 -0.0036302833102910977 0.00264709200686812 0.0022292696742028497 -0.0037694039241951516 -0.0033543886476991368 -0.0019680714105355058 0.0013711599574510193 -0.0038131890966445728 0.0038131260546077055 -0.0033595907324212634 -0.0035473968931529097 0.0023844016417515685 -0.003811533322121198 0.0031056827695379822 -0.0029985823328123194
leaf_weight=0.00247977006827682 0.0024365247130617709 0.0029806875575104632 0.0044684352895387738 0.0031412189894197686 0.0023303454154302026 0.0025751160223563821 0.006721084538185095 0.012828849389904917 0.0097378926704152491 0.0090941526838150821 0.0043842646467950877 0.0031795254765256678 0.0085936314508217038 0.01452241503636742 0.03280496370405217 0.0037625041009050611 0.0078344027551793243 0.0016738138367031761 0.0028375162345923846 0.0044633906613427135 0.0057243607218424577 0.046753990307934146 0.0080041404971709085 0.0016178703158402632 0.013012791783779676 0.0044004297409401252 0.0030891387250449034 0.0050888401105737583 0.0059542350282413272 0.0047586667415089315
leaf_count=86 23 22 41 162 25 43 50 145 449 88 153 21 35 65 135 12 14 27 101 114 94 148 225 3 606 25 25 86 50 48
internal_value=0 -9.52543e-05 -0.000135533 -8.02572e-05 -3.27956e-05 1.36473e-05 5.77901e-05 0.00149614 -8.03063e-05 0.00176638 -0.000190075 -6.39636e-05 -2.09635e-06 -0.000326408 0.000714202 0.000309245 -0.000198016 -0.000421692 -0.000182205 0.000454565 0.000761906 0.00100692 -0.00276814 -0.00126845 -0.0015144 -0.000338132 0.00054382 -0.00147109 0.000649852 0.000260577
internal_weight=0 0.238775 0.236339 0.23187 0.228729 0.225748 0.223173 0.0195499 0.203623 0.0114245 0.192199 0.182461 0.179281 0.123407 0.055874 0.0472804 0.119023 0.104501 0.0948227 0.0597793 0.0553159 0.0524784 0.00967795 0.0350435 0.0334256 0.0204128 0.0160124 0.00817798 0.0435179 0.0375636
internal_count=3121 3035 3012 2971 2809 2787 2744 195 2549 113 2436 1987 1966 1686 280 245 1533 1468 1216 457 343 242 252 759 756 150 125 111 233 183
is_linear=0
shrinkage=0.00381041


Tree=693
num_leaves=31
num_cat=0
split_feature=4 11 151 48 43 474 158 49 42 403 4 160 15 0 43 42 4 52 4 2 48 1374 15 4 42 42 3 15 13 133
split_gain=0.0122348 0.0155533 0.0153996 0.0129186 0.0170155 0.011911 0.011101 0.0110412 0.0129845 0.0113312 0.0165627 0.0131712 0.0127795 0.0124075 0.0126402 0.011414 0.0108174 0.0107464 0.0176206 0.0105147 0.0101077 0.0201681 0.0111643 0.00916788 0.0109143 0.00897966 0.00872141 0.0122057 0.00853014 0.0104816
threshold=0.27287000000000006 0.081790000000000015 -0.27559499999999998 0.016865000000000002 -0.043144999999999996 -1.0000000180025095e-35 0.085900000000000018 -0.006494999999999999 0.11159000000000001 -1.0000000180025095e-35 -0.15764999999999998 -0.095794999999999977 0.095175000000000023 -0.10096999999999999 -0.074359999999999996 -0.095859999999999987 -0.029144999999999997 -0.088204999999999992 0.033845000000000007 0.10855000000000002 0.094275000000000012 -0.094929999999999987 -0.092334999999999987 -0.51843499999999987 0.086555000000000007 0.09832500000000001 -0.077774999999999983 -1.0000000180025095e-35 -0.53104499999999988 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 6 -5 -4 7 25 9 10 -9 -11 13 -13 15 -15 23 19 20 -6 21 -19 -23 -16 28 -1 27 -17 -25 -30
right_child=2 -3 5 4 17 -7 -8 8 -10 11 -12 12 -14 14 16 26 -18 18 -20 -21 -22 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.00077360629603828929 -0.0012075165931408863 -0.0010409223995870031 -0.0012489748805223242 0.00075443776842515668 -0.0012476644683020832 0.00065393434057354647 -0.0012451041230469486 0.001097719153563079 -0.0011233640813709562 -0.00084428688944402166 -0.001065325936554202 0.00069510425057825464 -0.0012461057846672406 -0.00053644942301166957 -0.0012462288440749725 -0.001243717337843644 -0.0012443920631187875 -0.0012465941794853794 -0.00061355182770063215 0.00012320150898266911 0.00093229333070398519 0.00093226289467177926 -0.00057824317618505947 -0.0012491962232486315 -0.0012482813159139384 0.00057619530331052529 0.0011792937260864942 0.00051046516853483766 -0.00035606597356540221 0.0010031674879916721
leaf_weight=0.061265678314839533 0.0086587437108391896 0.02647337585653986 0.0054315243614837519 0.057897550413827048 0.019538757165264542 0.079914739092828313 0.015095161021974945 0.0067429924774842212 0.016831201308150412 0.021588952880051693 0.029068487648146402 0.063589564295853052 0.0094884760076183738 0.018123991317906984 0.0089793544714211748 0.0070598784834601238 0.015728998120493998 0.01321418970474042 0.034581750932829891 0.015524217393931394 0.036719440330443831 0.028538785516730059 0.01029459415792644 0.0045842821709811679 0.0077152212841156134 0.0087027504487195984 0.02417935939945437 0.046708240224234032 0.01325519456827351 0.025934577176030871
leaf_count=239 15 127 3 269 48 334 199 11 168 181 492 74 86 46 9 170 89 8 47 25 66 50 31 1 67 6 33 44 130 53
internal_value=0 -0.000107525 0.000372529 -6.77307e-05 0.000177573 0.000532831 -0.000198862 -0.00015832 -6.0367e-05 -1.26986e-06 -0.000658043 8.68412e-05 0.000168774 0.000225694 5.24214e-05 0.000352388 -0.000325782 -3.32644e-05 0.000139407 -0.00064071 0.000432744 8.03138e-05 0.000531833 -8.68345e-05 0.000115355 -0.000605716 0.000559056 0.000280137 0.000355698 0.000543433
internal_weight=0 0.647425 0.094005 0.620952 0.216309 0.0853463 0.404642 0.389547 0.319579 0.302748 0.0358115 0.266936 0.245347 0.235859 0.172269 0.0960715 0.0761976 0.158412 0.123349 0.035063 0.088767 0.0520476 0.0388334 0.0604686 0.0514893 0.0699684 0.0779475 0.0537681 0.0437741 0.0391898
internal_count=3121 2769 352 2642 544 337 2098 1899 1654 1486 503 983 802 716 642 293 349 275 202 73 155 89 81 260 251 245 247 214 184 183
is_linear=0
shrinkage=0.00124344


Tree=694
num_leaves=31
num_cat=0
split_feature=156 15 401 375 376 42 151 1348 52 1 12 51 49 454 3 2 12 133 402 159 0 4 52 47 3 13 3 150 0 42
split_gain=0.00247338 0.00273108 0.00248241 0.00250452 0.00264691 0.00482031 0.00300111 0.00318345 0.00287357 0.00294461 0.00404908 0.00385121 0.00312708 0.00320606 0.00371464 0.00325562 0.00383212 0.00376926 0.00370572 0.00331027 0.00327436 0.00500101 0.0031189 0.0056632 0.00432372 0.00390758 0.0024809 0.00534169 0.0034754 0.00386859
threshold=-1.0000000180025095e-35 -0.47006499999999996 0.10076500000000001 0.087420000000000012 0.048375000000000008 -0.088934999999999986 -0.40381499999999992 0.090205000000000021 0.19022000000000003 0.10781 0.10742000000000002 -0.10748999999999999 0.10542000000000001 -1.0000000180025095e-35 0.10299500000000002 0.11362000000000001 0.092355000000000007 0.093615000000000018 -0.50169499999999989 0.091005000000000016 -0.070154999999999981 -0.27825499999999997 0.070205000000000017 0.13148500000000005 0.088060000000000013 0.25761500000000009 0.090900000000000009 0.087170000000000011 -0.13843999999999998 0.083995000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -6 -3 8 9 10 11 -8 13 -13 15 16 17 19 -18 20 26 -22 23 24 25 -11 27 28 -15 -30
right_child=1 2 -4 -5 5 -7 7 -9 -10 22 -12 12 -14 14 -16 -17 18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0040440220644989457 0.0036134538599622824 -0.0036785914897409229 -0.0037627242815141009 -0.0033807864548078457 -0.0017949397000353545 0.0031328732168516703 -0.0035453753551698396 0.0037704627910583335 -0.0019236613246116935 0.0027523712996068319 -0.0040463543267766642 -0.0040455561936266109 0.0034445262277374026 0.0017934045120977214 0.0022361107070532106 0.0026861615646350148 0.0025938424041875435 -0.004036571361879784 -0.0034184947484258298 -0.0030526493194196454 -0.00041799483670533158 0.00378092117235778 0.0040468202934071948 -0.0026026078605147435 -0.00024453877475574056 -0.0020389025219748262 0.0016349679576251283 -0.0038311680689961307 -0.0027046998912276872 0.0006037949135191935
leaf_weight=0.0025187817930287784 0.003342470661891638 0.003734901959319358 0.0029357196183212855 0.003569427030811311 0.0046435631484200721 0.010782111516789428 0.0052970539841510336 0.0035581297081535004 0.013039168822089664 0.022736356539724056 0.0045802870733382397 0.0033458163287463085 0.004109727975247778 0.011816792130161943 0.010694545767364616 0.0057223009091842405 0.001979124141143985 0.0038330309411094268 0.010952053873893419 0.0051599493571359281 0.0089441222443724655 0.0096333190730320123 0.0043973941378681039 0.0081745722509367624 0.022944705587406133 0.0031714678261778309 0.0096142107140622102 0.0071328129714061097 0.010585544480761655 0.012726167680142453
leaf_count=163 106 56 160 30 15 118 174 29 303 165 128 35 32 53 38 28 10 117 283 96 22 37 25 26 110 7 21 79 381 274
internal_value=0 -1.54069e-05 -6.81859e-05 -2.038e-05 3.33335e-05 0.00164946 -8.65888e-05 -2.08731e-05 -8.81248e-05 3.94875e-05 -0.000314097 -0.000173453 -1.98067e-05 -0.000146769 -2.68664e-05 -0.00027357 -0.000456911 -0.00012464 -0.0024983 7.36672e-05 0.000302637 0.00175935 0.000765525 0.000512502 0.00103376 0.00216585 -0.000219034 -0.000640809 6.99041e-06 -0.000898549
internal_weight=0 0.233157 0.229814 0.226879 0.223309 0.0154257 0.207884 0.204149 0.200591 0.187551 0.126127 0.121547 0.11625 0.11214 0.108794 0.0980994 0.0923771 0.0794459 0.0129312 0.0756129 0.070453 0.0185774 0.0614245 0.0570271 0.0488525 0.0259078 0.0518755 0.0422613 0.0351285 0.0233117
internal_count=3121 2958 2852 2692 2662 133 2529 2473 2444 2141 1808 1680 1506 1474 1439 1401 1373 1080 293 963 867 59 333 308 282 172 808 787 708 655
is_linear=0
shrinkage=0.00404364


Tree=695
num_leaves=31
num_cat=0
split_feature=1 0 2 47 128 160 16 132 49 3 1 2 51 47 50 1375 4 156 42 0 0 1 51 15 43 4 4 16 4 43
split_gain=0.016583 0.0186422 0.0145309 0.0126379 0.0126172 0.0129117 0.0136741 0.0139101 0.0125313 0.0124625 0.0147583 0.0112852 0.0137615 0.0112456 0.014004 0.0143574 0.0158927 0.0140832 0.0112042 0.0110256 0.011525 0.0109124 0.0105931 0.0152215 0.0120854 0.0135597 0.0102897 0.0204995 0.00950268 0.00896455
threshold=0.090405000000000013 -0.060129999999999996 0.14753000000000002 0.085270000000000026 0.11596500000000001 -0.51146999999999987 0.071345000000000006 0.080640000000000017 0.006170000000000001 -0.084074999999999997 0.078340000000000007 0.092365000000000017 0.089685000000000001 0.087885000000000019 0.11564500000000001 -0.43996499999999994 -0.033174999999999989 0.11896500000000002 -0.035074999999999988 -0.20211999999999997 -0.13843999999999998 0.11588000000000001 0.082455000000000014 -0.008624999999999999 -0.083434999999999995 -0.077834999999999988 -0.49405499999999997 0.38525000000000004 -0.0082299999999999995 -0.082389999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 4 26 5 -2 7 13 9 10 -1 12 22 14 15 -7 -17 18 -18 -15 -21 -22 23 -11 -25 -26 27 -3 -12 -28
right_child=2 3 -4 -5 -6 6 -8 -9 -10 11 28 -13 -14 19 -16 16 17 -19 -20 20 21 -23 -24 24 25 -27 29 -29 -30 -31
leaf_value=-0.0012448456161240113 -0.001245140511097666 -0.0012462323052464736 0.0010797098127095926 0.0010945772482262427 -0.0012470431549592357 -0.00059606147437510468 -0.00031071715570151035 0.0010768221235218142 -0.0012442274826711805 -0.0010812803005525811 -0.00064799712735783899 -0.00077144679745690537 -0.0012456831150517574 -0.00097688816246958268 -0.0010706211946360047 -0.00032808796109598987 -0.00079512147455693973 -0.00065685172814553981 0.00088781450167360523 0.00092872018815632479 -0.00060812009167516624 0.00042309029703134488 0.00093239828398859303 0.001085458933854138 -0.0012443378376452844 0.0003233038107722976 0.00075815637544407617 0.00051738941380290691 0.00091625802244900618 -8.2286787886734456e-05
leaf_weight=0.04037029852509022 0.01049203005641175 0.024242152152510243 0.023888685261226783 0.018662797569959366 0.010743260956587619 0.019135312433718354 0.080036109710817982 0.029485057688361849 0.025925395536319229 0.016443600120055635 0.015229604431169719 0.032605996935899384 0.011271983309711686 0.020106597177800722 0.0101636948641044 0.027583547252561402 0.00641770333641034 0.010948182286483643 0.1302938166459171 0.018045564371277578 0.039387887308748759 0.02656905076764815 0.023614057233316998 0.019162900462106336 0.011695954986294055 0.031528256546266675 0.032667438508724445 0.017579976352863014 0.0099129653908676119 0.049141754403194682
leaf_count=559 40 64 112 22 37 6 218 66 428 98 96 217 46 27 43 121 10 7 327 16 62 29 15 14 189 83 43 6 18 102
internal_value=0 -0.000215179 0.000135258 0.000140804 8.3912e-05 0.000117269 0.000151452 0.000260846 -0.000428225 -0.000328359 -0.000779094 -0.000126553 5.83579e-05 0.000182897 0.000352228 0.000426626 0.000538296 0.000700141 0.000808812 -0.000149786 4.81869e-05 -0.000192724 0.000201841 -1.69999e-05 0.000263516 -0.000100881 -3.17355e-06 -0.000504892 -3.1258e-05 0.000253313
internal_weight=0 0.380055 0.463297 0.142294 0.439408 0.428665 0.418173 0.338136 0.237761 0.211836 0.0655129 0.146323 0.113717 0.308651 0.204542 0.194379 0.175243 0.14766 0.136712 0.104109 0.0840025 0.0659569 0.102445 0.0788307 0.0623871 0.0432242 0.123631 0.0418221 0.0251426 0.0818092
internal_count=3121 2000 1121 237 1009 972 932 714 1763 1335 673 662 445 648 514 471 465 344 337 134 107 91 399 384 286 272 215 70 114 145
is_linear=0
shrinkage=0.00124344


Tree=696
num_leaves=31
num_cat=0
split_feature=39 47 44 3 124 38 1366 4 52 11 50 128 50 3 0 47 4 43 13 4 48 16 0 13 14 1 50 12 12 48
split_gain=0.00247676 0.0030463 0.00371832 0.00399368 0.00291794 0.00351799 0.00340402 0.00322713 0.00357444 0.00347825 0.00326378 0.00324707 0.00286199 0.00314719 0.00487492 0.00472623 0.00485308 0.00418765 0.00588839 0.00404706 0.00330987 0.00393091 0.00284841 0.00283253 0.00273992 0.0024044 0.00234177 0.00310083 0.00319499 0.00225951
threshold=0.16946000000000003 0.13148500000000005 1.0000000180025095e-35 0.31299000000000005 -0.043384999999999993 0.095410000000000009 -1.0000000180025095e-35 0.24564500000000003 0.13796000000000003 0.081790000000000015 0.10124500000000002 0.086435000000000012 0.10030500000000002 -0.12018999999999998 -0.10096999999999999 0.13082500000000002 -0.012509999999999999 -0.084004999999999982 -0.15078499999999997 -0.49013999999999996 0.086035000000000014 -0.092484999999999984 -0.077999999999999986 -0.23438999999999996 -1.0000000180025095e-35 0.081315000000000012 0.11875500000000001 0.096210000000000004 0.092755000000000018 -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 4 5 -1 -6 9 26 10 11 12 13 22 20 16 17 19 -19 -16 23 -22 25 -15 -3 -8 27 28 29 -9
right_child=-2 24 -4 -5 6 -7 7 8 -10 -11 -12 -13 -14 14 15 -17 -18 18 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0016474775217847739 0.0031277469231648634 0.00051345978090513891 -0.0026860455622993188 0.0031266748427561347 -0.0031270585028449057 -0.0031268026753400358 -0.0031274573591573989 -0.0019574402882085932 -0.0018922602412515385 -0.0028737134388662129 -0.0031262306434356583 -0.0031272981841417996 0.0030544898925432881 -0.00122202371088774 -0.0031295184543422921 0.0031341485933909863 -0.0027923417591594877 0.00030805401690837584 -0.0027581234265620582 0.0013783405118740035 -0.0022463169546413763 0.00046767173437336612 0.00142782725654469 0.0014385458858314048 -0.0025028199014785913 0.0016331873543439213 -0.0013725345045255979 0.0030659533892311713 -0.0020701250050509106 0.0016887996752003689
leaf_weight=0.01652331022665976 0.0023827620785823447 0.0043617123078547601 0.0048700000120334144 0.0041129991099069221 0.0035601828464564269 0.0016595249537658665 0.0027630694931985991 0.0018533501297497415 0.0042917684264693881 0.0047670868753471032 0.0035340187740757747 0.0033446890307899926 0.0029144317022655733 0.0045994802312634411 0.0022959313084243158 0.0026366617530584327 0.013250951990144713 0.010996315144438993 0.013800182738101791 0.01276708066370702 0.0083065665160120261 0.014008673562443619 0.020242326631432661 0.026078837850548091 0.0090444750011329234 0.0016590178893238772 0.0032520318345632395 0.0081120708155140164 0.0032282131242027381 0.01596640253745818
leaf_count=206 23 18 43 109 50 24 48 9 20 114 298 149 6 12 5 1 459 20 836 184 21 32 60 115 44 8 10 44 12 141
internal_value=0 -7.5725e-05 1.42582e-05 7.67233e-05 1.59495e-05 0.00121173 -9.95626e-05 -4.11964e-05 0.000788473 -0.000247002 -0.000159558 -8.44905e-05 -9.8332e-06 -7.67779e-05 -0.000305435 -0.000950729 -0.00115352 -0.000608711 -0.00139839 0.000691245 0.000373389 -0.000542576 0.000931328 0.00103966 -0.00152147 -0.00134142 0.00114344 0.00142403 0.000791213 0.00130957
internal_weight=0 0.228801 0.215395 0.210525 0.206412 0.0181828 0.188229 0.184669 0.0367038 0.147965 0.143198 0.139664 0.13632 0.133405 0.108741 0.0557471 0.0531105 0.0398595 0.0247965 0.015063 0.0529936 0.0223152 0.0246644 0.0306783 0.0134062 0.00442209 0.0324121 0.02916 0.021048 0.0178198
internal_count=3121 3098 3036 2993 2884 230 2654 2604 236 2368 2254 1956 1807 1801 1685 1505 1504 1045 856 189 180 53 116 127 62 56 216 206 162 150
is_linear=0
shrinkage=0.00312586


Tree=697
num_leaves=31
num_cat=0
split_feature=9 2 1447 2 1 4 0 15 52 2 1212 159 123 1 13 13 133 43 3 0 47 2 42 3 130 41 0 1 2 16
split_gain=0.0103473 0.00985813 0.0121733 0.0109247 0.00988977 0.0107018 0.0113085 0.0111394 0.0108788 0.0104471 0.0103796 0.00924276 0.00895271 0.0106592 0.00986326 0.0144691 0.0111633 0.00975016 0.0119359 0.0162877 0.00953775 0.00906929 0.00823588 0.0125809 0.00804823 0.0073493 0.00703498 0.00682023 0.0259233 0.0142797
threshold=-0.036024999999999995 0.088850000000000012 -1.0000000180025095e-35 -0.13033999999999998 0.13075500000000004 -0.083854999999999985 -0.10607499999999999 -0.11713499999999999 -1.0000000180025095e-35 0.083215000000000011 -0.50120999999999993 -0.48366999999999993 1.0000000180025095e-35 0.09253500000000002 -0.53104499999999988 -0.47860499999999995 0.091410000000000005 0.18116500000000002 -0.116045 -0.057069999999999989 0.096475000000000019 0.14285500000000004 0.086555000000000007 -0.10831999999999999 -1.0000000180025095e-35 0.08178500000000001 -0.10474999999999998 0.093575000000000019 0.092365000000000017 -0.089669999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 25 5 8 7 -7 -5 -9 -8 -12 14 -14 -4 -16 17 18 -17 20 27 -21 23 -18 -10 -2 -22 28 29 -20
right_child=1 2 12 4 -6 6 10 9 24 -11 11 -13 13 -15 15 16 22 -19 19 21 26 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0014044035046150861 0.00099494466981309192 -0.0011205399769314789 -0.00088010128365863087 -0.0010097634858338535 0.00032546277015812835 -0.0014033572776232094 0.00093177216561272621 0.00046626437277489719 -0.0014012397192214301 -0.0007906652270365164 0.00089788135372620848 -0.001346961068108758 -7.7968893227358611e-05 0.0012723232138675906 0.0012883867508802029 0.00069877159297598412 0.001280808399158792 -0.0012298508103133227 0.0012717717069457512 -0.0012245258326645744 -0.0012146599910535492 0.00075557285018111695 -0.0012602944802745249 -0.0014015739060481596 0.00069993424736179504 -0.0008012162550377986 0.0002657679502519053 0.00057686354377756816 -0.0012252525104900073 -0.000241131792505104
leaf_weight=0.0095366922480479843 0.019593825591300629 0.016343474063376107 0.021594763124085148 0.013581244637975942 0.032902907017160032 0.014138408038434136 0.0046876199189682657 0.034219655991364561 0.0040294681901968934 0.020877759833638265 0.0038083497013303705 0.064662319426474824 0.020184534649160923 0.026532515997587325 0.018846587028519934 0.063705991569349862 0.0079310442124551628 0.010164276844307096 0.026248995498235672 0.027487350675755806 0.015445894932781812 0.0054321805400832082 0.021460085582589272 0.0060396088929337574 0.031667375162498956 0.0057860019223880945 0.010623174878219288 0.083374993848792656 0.023350190241558266 0.022911669868335593
leaf_count=89 77 114 13 79 29 30 19 32 107 40 14 909 27 130 23 173 8 116 35 97 29 37 208 72 161 10 16 144 200 83
internal_value=0 -6.44454e-05 6.46765e-05 -0.000285375 -0.000383791 -0.000505543 -0.000700194 -0.000294546 5.69215e-05 -1.0017e-05 -0.00108409 -0.0012221 0.000111769 0.000688917 3.78206e-05 9.56078e-05 2.62632e-05 0.00011729 0.000166441 8.61591e-06 0.000172603 -0.000897782 -0.000715561 0.000121196 0.000462753 0.000585462 -0.000611384 0.00030371 -1.03692e-05 0.000566673
internal_weight=0 0.677632 0.427677 0.249955 0.224575 0.191672 0.142394 0.0692358 0.0492781 0.0550974 0.0731583 0.0684707 0.411334 0.0467171 0.364617 0.343022 0.324175 0.288745 0.27858 0.214874 0.181955 0.0329195 0.0354307 0.0139707 0.0356968 0.0253798 0.0260691 0.155886 0.0725109 0.0491607
internal_count=3121 3032 1525 1507 1420 1391 1044 102 347 72 942 923 1411 157 1254 1241 1218 930 814 641 507 134 288 80 268 87 45 462 318 118
is_linear=0
shrinkage=0.00140032


Tree=698
num_leaves=31
num_cat=0
split_feature=9 39 42 2 14 376 42 133 1456 151 4 15 3 15 128 15 159 41 1373 2 49 160 43 3 150 1 12 0 43 42
split_gain=0.00243616 0.0023418 0.00277747 0.00253208 0.00267977 0.00282559 0.00285204 0.00306661 0.00275421 0.00272324 0.00388791 0.00321224 0.00420012 0.00424411 0.00424697 0.00395482 0.00355714 0.00361948 0.00318039 0.00301564 0.00583166 0.00479514 0.00434089 0.00421294 0.00416025 0.00416309 0.00554905 0.00581505 0.00479838 0.00363011
threshold=-0.036024999999999995 0.16946000000000003 -0.26584999999999998 0.17025000000000004 0.076175000000000007 0.048375000000000008 -0.088934999999999986 0.10722500000000001 1.0000000180025095e-35 -0.40381499999999992 0.27834500000000006 -0.11713499999999999 0.30112000000000005 -0.10653 0.086435000000000012 -0.098289999999999975 0.10407500000000001 0.079300000000000009 0.099250000000000019 0.11215000000000001 0.13984500000000002 -0.095794999999999977 -0.15582499999999996 0.092670000000000016 0.08882000000000001 1.0000000180025095e-35 0.092355000000000007 -0.084044999999999995 0.15359500000000004 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -8 9 -4 11 -11 13 -13 15 -15 17 18 19 21 -21 22 -17 24 25 26 27 28 -23 -29
right_child=1 -3 3 -5 -6 6 7 -9 -10 10 -12 12 -14 14 -16 16 -18 -19 -20 20 -22 23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0033859498598501057 -0.003384927376601502 0.0033854201336709034 -0.003046084155441023 0.0033455080599100761 -0.0022241126722073439 -0.0016270199365274881 0.0032535763207390961 -0.00095973661477734957 -0.0033840614747869982 -0.0018871050536123958 0.0012547591820553756 0.0024767585924259676 0.0033847569084917775 -0.002972102664950617 -0.0033846970125098541 0.0028756852200748197 -0.0027769440728598657 -0.0033843727362407325 -0.0033860059400477693 -0.0018723852398594999 0.0026683014626252004 -0.0033847075368364054 -0.0033849414156904025 0.0020792798831223533 -0.0016796071757711579 0.001473325975665212 -0.0033862157912822365 -0.0033845212545186155 0.0027704673470741884 0.0019898128070901734
leaf_weight=0.0023437167862141442 0.0029366553941372322 0.0022082453846223862 0.0035205580126671512 0.0024536385942894859 0.0066597732267155143 0.002746555504927529 0.008179875776818335 0.0026082728618348492 0.0029640399223964655 0.012308705234254091 0.023200860805104639 0.0065783629928546352 0.0038802474527983568 0.0056226154038654377 0.0049419369671994664 0.0015959352869003851 0.0053534052712649318 0.00344146530233047 0.0028716063827118879 0.016315731589045868 0.0040398734507789405 0.0062698955275806018 0.0061684864710827006 0.019250624276423878 0.010417476305235596 0.032492184009356606 0.0053739947820190528 0.0015827887979327207 0.001886140093688482 0.015820599138436378
leaf_count=89 18 23 54 47 96 11 81 17 261 139 208 28 44 53 176 11 107 40 17 136 18 268 202 68 80 363 213 147 10 96
internal_value=0 -8.16927e-05 -0.000116261 -7.23389e-05 -0.000111147 -4.39567e-05 0.00145122 0.00223491 -0.00014726 -9.75328e-05 -4.2729e-05 -0.00022384 -9.08174e-05 -0.000180711 -0.000302582 -0.000192609 -7.49988e-05 3.84252e-05 0.000133355 0.000216731 -0.000971218 0.000456487 -0.0020981 0.000669551 0.00030204 0.00062752 -0.000260907 0.000396205 -0.00196128 0.00150103
internal_weight=0 0.223691 0.221482 0.218546 0.216092 0.209432 0.0135347 0.0107881 0.195898 0.192933 0.189413 0.166212 0.153903 0.150023 0.143445 0.138503 0.13288 0.127527 0.124085 0.121214 0.0203556 0.100858 0.00776442 0.0930937 0.0738431 0.0634256 0.0309334 0.0255594 0.00815604 0.0174034
internal_count=3121 3032 3009 2991 2944 2848 109 98 2739 2478 2424 2216 2077 2033 2005 1829 1776 1669 1629 1612 154 1458 213 1245 1177 1097 734 521 278 243
is_linear=0
shrinkage=0.00338353


Tree=699
num_leaves=31
num_cat=0
split_feature=1 47 4 48 50 484 1374 42 457 0 0 159 15 15 457 14 51 128 50 4 52 51 51 160 15 49 474 376 1 0
split_gain=0.0114116 0.0112184 0.0124849 0.0129387 0.0110201 0.0101362 0.0100876 0.0114237 0.00961441 0.00888855 0.0118936 0.0086609 0.00852949 0.00920093 0.00873992 0.00850891 0.0084077 0.0108165 0.00823092 0.00778294 0.0134678 0.00950541 0.00827057 0.0105819 0.00776505 0.0105105 0.00776297 0.00794387 0.00773321 0.00731693
threshold=0.094385000000000011 0.087885000000000019 -0.064804999999999988 0.12879500000000002 0.11843500000000001 -0.0068949999999999992 -0.094929999999999987 -1.0000000180025095e-35 0.088350000000000026 -0.20211999999999997 -0.14116499999999996 0.076905000000000015 0.095175000000000023 0.41531000000000007 -0.065884999999999985 0.062655000000000016 -0.076794999999999988 0.086435000000000012 0.10124500000000002 -0.49405499999999997 0.10611000000000001 0.088210000000000011 0.067785000000000012 -0.090969999999999981 -0.043924999999999992 -1.0000000180025095e-35 0.086870000000000017 0.091135000000000008 0.090405000000000013 -0.062294999999999996
decision_type=2 2 2 2 2 2 2 2 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 11 4 16 -1 -7 26 12 -3 -11 -2 14 -14 -9 18 -4 -18 19 20 -16 22 23 -21 25 -25 27 28 -8 -12
right_child=1 9 3 -5 -6 6 7 8 -10 10 29 -13 13 -15 15 -17 17 -19 -20 21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0011271040397562023 -0.00068325725806044481 -0.00086491480103303758 1.8540483828040117e-05 -0.00044868827195599943 -0.00049173711578869212 -0.001128794587595492 -0.0010832466119383966 -0.00096826090237251122 0.00064172376313480022 0.00089330814195076168 -0.00041955569314879119 0.00078354284909424806 -0.001128677971354715 0.0011292499687195179 -0.0011290557752654568 -0.0011273854800656056 0.00087042377468936902 -0.0005755790632231523 -0.0011269783424893273 -0.0011270426985033732 0.00043992176738230128 -0.0011269659457180594 0.00093352175665289538 0.00055160062442141287 0.00037643971203155395 -0.0011267969177959601 0.00097181406463084602 0.00066891087866008067 0.00038430741574607609 0.00028232238651772646
leaf_weight=0.01363145409493427 0.02373650945605732 0.018470520084520103 0.022811728807482723 0.019047829919145443 0.011980825285718311 0.012461851613807085 0.03466616237682274 0.011450609491021169 0.026463573884029756 0.015468944471649593 0.055496340983154369 0.0065051991764448749 0.015976844579597582 0.0026718990411609403 0.015254029034167615 0.007582642470879363 0.097549404859819333 0.0070345662425097535 0.006817976134016134 0.007427431769087888 0.01273052667841057 0.0063044749094842692 0.021404090685336996 0.0083405541167849151 0.10574022875834999 0.010939555792788269 0.0036876582537388449 0.0046238165050453963 0.0052431197364057871 0.028520530504010821
leaf_count=397 151 29 42 18 24 38 638 84 27 18 119 27 172 1 32 28 432 18 77 75 12 43 19 19 335 127 21 6 27 65
internal_value=0 0.000125025 0.00029536 0.000421939 0.000540922 -0.000176001 -0.000135459 -9.51799e-05 -1.50823e-06 -0.000147417 -1.42059e-05 -0.000367738 -7.46777e-05 -0.000805173 -1.10173e-05 4.31001e-05 0.000638038 0.000773162 8.86244e-05 0.000132676 -0.000415308 0.000228427 0.000283968 0.000178997 0.000256589 -0.000400724 -0.000598506 -0.000728539 -0.000890445 -0.000181295
internal_weight=0 0.306622 0.188666 0.158424 0.139377 0.333418 0.319787 0.307325 0.259104 0.117956 0.0994858 0.0302417 0.232641 0.0186487 0.213992 0.202542 0.127396 0.104584 0.194959 0.188141 0.0279846 0.160156 0.153852 0.132448 0.12502 0.0192801 0.0482208 0.0445331 0.0399093 0.0840169
internal_count=3121 943 712 534 516 2178 1781 1743 1051 231 202 178 1024 173 851 767 492 450 739 662 44 618 575 556 481 146 692 671 665 184
is_linear=0
shrinkage=0.00112622


Tree=700
num_leaves=31
num_cat=0
split_feature=1 51 50 0 14 42 3 455 13 159 42 123 131 52 51 4 3 13 2 13 376 132 43 11 13 3 2 16 3 4
split_gain=0.0101159 0.0122243 0.011767 0.011134 0.00979541 0.00918866 0.0164581 0.0121536 0.0109441 0.0100169 0.00962988 0.011121 0.0114599 0.00956704 0.011087 0.0108032 0.0114698 0.010232 0.0089 0.00887812 0.00882532 0.00884302 0.00829638 0.0072099 0.0088404 0.00807015 0.0166247 0.00730418 0.00713157 0.0069437
threshold=0.104035 -0.10748999999999999 0.10124500000000002 1.0000000180025095e-35 0.062655000000000016 0.093775000000000011 -0.15121499999999996 0.081825000000000009 0.41383500000000001 0.091530000000000014 -1.0000000180025095e-35 1.0000000180025095e-35 0.08844500000000001 0.11434500000000002 0.12547500000000003 -0.083854999999999985 0.090900000000000009 -0.095304999999999987 0.14753000000000002 -0.07692499999999998 0.091135000000000008 0.082230000000000011 -0.079914999999999986 0.090920000000000015 -0.092094999999999982 0.12178000000000001 0.10467500000000002 -0.52595999999999987 -0.08824499999999999 -0.27825499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 18 5 6 -3 8 -7 10 20 12 13 15 -15 29 17 -17 23 -19 21 -8 -21 24 -2 26 -26 -28 -23 -12
right_child=3 2 -4 -5 -6 7 9 -9 -10 -11 11 -13 -14 14 -16 16 -18 19 -20 22 -22 28 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0015165767878338227 0.0007438336942832244 0.0011288152403396384 -0.0015163514704333314 0.001381109424591524 -0.0015170112944961427 -0.0015094345309275073 -0.0013744922681229784 0.0012691113289770022 0.0015204167430192075 -0.0012145398468552725 0.00025764327968695437 0.0015165947411281109 -0.001516880774917501 -0.0015177948378399665 0.0013278932782993316 0.00066699812389057545 0.00056809236252558526 -0.0015163725517624064 0.0012229144439142856 0.00063226042858404699 0.0014459381136522952 -0.0015163495480511073 -0.00064293489465411041 -0.00084822740257599924 -0.00037818220883818938 -0.0006339329656196781 -0.00026675381280018658 0.0011320619627265423 0.00080840721200342699 0.0013532588328253399
leaf_weight=0.01571049206211228 0.039703005046703765 0.028027730352505387 0.014022692834828376 0.016674829062822027 0.010918990015397867 0.026118013758548386 0.027208587965503739 0.0054766222083344465 0.0030598896555602542 0.017029720040795837 0.027609130606833787 0.012140824194830202 0.010525450125442148 0.015072333226385126 0.003975144237301719 0.019146818714716574 0.050911293961689807 0.017603389346504628 0.015058761172213053 0.016236538188650229 0.0041694124192872542 0.0043654530237517983 0.04215417339457872 0.020034798231790774 0.060101291240243881 0.04097923841982265 0.011108899207101786 0.037620928335854842 0.0099228573151322053 0.025625390347840948
leaf_count=216 112 53 271 135 72 276 492 14 1 124 26 51 62 92 5 48 41 356 98 23 4 54 53 25 158 37 28 98 51 45
internal_value=0 -0.000205595 -0.000152963 0.000186099 -0.000102291 -6.01288e-05 1.74566e-05 -0.000802801 -0.00119169 -8.51091e-05 -1.80142e-05 0.000102917 2.79225e-05 0.000102394 -0.000923909 0.000200487 -1.2576e-05 -0.0003233 9.73812e-05 -0.000572807 -0.00065622 -0.000867434 -0.000288345 1.6497e-05 0.000107913 -6.06196e-05 0.000155256 0.000813175 9.81331e-05 0.000785037
internal_weight=0 0.407031 0.39132 0.241282 0.377298 0.366379 0.331724 0.0346545 0.0291779 0.303697 0.286667 0.241 0.22886 0.218334 0.0190475 0.199287 0.146052 0.0951409 0.224607 0.0759941 0.0456663 0.0414969 0.0583907 0.209548 0.189513 0.14981 0.108831 0.0487298 0.0142883 0.0532345
internal_count=3121 2430 2214 691 1943 1871 1580 291 277 1527 1403 802 751 689 97 592 521 480 556 432 601 597 76 458 433 321 284 126 105 71
is_linear=0
shrinkage=0.00151575


Tree=701
num_leaves=31
num_cat=0
split_feature=1425 15 50 480 1348 14 11 3 0 0 16 48 133 133 457 48 43 13 160 376 1212 43 42 13 40 4 15 16 1 1
split_gain=0.00241313 0.00288423 0.0037595 0.00281948 0.00267659 0.00409618 0.003898 0.00412369 0.00416597 0.00422646 0.00356726 0.00359419 0.00302807 0.00292473 0.00327082 0.0027914 0.00311229 0.0041637 0.00381647 0.0035611 0.00408724 0.00341078 0.00293527 0.00572784 0.00374601 0.00349717 0.00266486 0.00232572 0.00197068 0.00371942
threshold=1.0000000180025095e-35 -0.24436499999999997 0.12679500000000002 0.084710000000000021 0.090205000000000021 0.076175000000000007 0.087830000000000005 -0.12018999999999998 -0.10096999999999999 -0.08824499999999999 -0.011989999999999999 0.12879500000000002 0.039215000000000007 -0.088004999999999986 -0.0029299999999999994 0.13765500000000006 -0.074359999999999996 -0.39067499999999994 0.032695000000000009 0.091135000000000008 -0.50120999999999993 -0.074974999999999986 0.084050000000000014 -0.0034749999999999994 0.10611000000000002 -0.51843499999999987 0.091475000000000015 0.064860000000000015 0.12165500000000001 0.094385000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 12 10 -10 11 13 -3 -9 -15 16 18 -18 21 20 -19 22 23 -11 25 -25 -24 -12 29 -16
right_child=-2 3 -4 -5 -6 -7 -8 8 9 15 27 -13 -14 14 28 -17 17 19 -20 -21 -22 -23 26 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0022592503434466344 -0.0036676422005628337 0.001873979598130217 -0.0026126963032424271 -0.0036636999303844438 0.002976831845175359 -0.0031899191120004235 -0.0030099594905241473 -0.00251633797342136 -0.0034250595268650796 0.0029097056487664371 0.0033631820938688911 -0.0029385155711698532 -0.0011574885063504938 -0.0015568270857726613 0.00024488694265252731 0.0025445567610103796 0.00037490843544047553 0.002799985524520101 0.0024511175748342324 0.0032688679853818594 -0.0033383849233808278 0.003602356000914938 -0.0032918680819967383 0.0036413909369126421 0.0036652357505641323 -0.0035575183518981699 0.0013364836716417735 3.9821789694377509e-06 -0.00088580766986465643 0.0024378302096034594
leaf_weight=0.013442832724621212 0.002446548388306268 0.02383544354802325 0.0025233528167518662 0.0029791171973485566 0.0037837400011540004 0.0057097772161114327 0.0057602854296874275 0.0045477965618374574 0.0073600049074968856 0.0059672511397366188 0.0081137132318644944 0.0049232354131163438 0.0054259309853250661 0.0085544627583544752 0.023899566530644734 0.0037992900847711999 0.010417278576028366 0.0015813254362342368 0.0071463532168252178 0.0013646125103150544 0.018215447202571511 0.0024404791833205755 0.00865107395517839 0.001037657085817047 0.0014976128004491338 0.0070888343759065702 0.0020674165936043218 0.004193379680145882 0.007122380731402699 0.01833200396868051
leaf_count=237 78 107 13 214 37 91 58 56 314 79 52 15 28 45 91 26 31 16 142 6 891 7 192 2 2 142 37 15 21 76
internal_value=0 -1.02839e-05 0.00148927 -0.000126612 -7.46619e-05 -0.000132667 -4.23806e-05 4.87478e-05 -0.000184703 -0.000782764 0.000405463 7.42857e-05 0.00131186 0.000311776 0.00053388 -0.000509914 -0.0006819 -0.00152053 5.58493e-05 -0.00245361 -0.00284806 -0.000539533 -0.000923731 9.05569e-05 -0.00165741 -0.0026383 -0.00239914 0.00221861 0.000896259 0.00119681
internal_weight=0 0.221782 0.0159662 0.205815 0.202836 0.199053 0.193343 0.187583 0.158321 0.0786346 0.0796865 0.0673794 0.0292614 0.0624562 0.0579084 0.0712746 0.0674753 0.0315787 0.0358967 0.0211614 0.0197968 0.0287503 0.0263098 0.0155914 0.0096241 0.00812649 0.0107185 0.0123071 0.049354 0.0422316
internal_count=3121 3043 250 2793 2579 2542 2451 2393 2258 1887 371 304 135 289 233 1573 1547 944 603 913 907 461 454 225 146 144 229 67 188 167
is_linear=0
shrinkage=0.00366245


Tree=702
num_leaves=31
num_cat=0
split_feature=3 38 124 1 3 12 0 14 48 15 15 3 150 39 3 13 45 43 1 47 1 1 42 43 48 160 12 42 42 4
split_gain=0.0119075 0.00999152 0.00930421 0.0117289 0.0106929 0.013307 0.0110561 0.0102908 0.0100373 0.00957712 0.0115177 0.0111735 0.00897686 0.00837707 0.00806226 0.00762537 0.0073295 0.00815621 0.0070132 0.00758323 0.00765501 0.014416 0.00665247 0.00607512 0.00532737 0.00520666 0.00661645 0.00633212 0.00837312 0.00755028
threshold=0.30112000000000005 0.13905500000000001 -0.043384999999999993 0.10920500000000001 -0.12018999999999998 0.079890000000000017 -0.10096999999999999 -0.073394999999999974 0.089025000000000007 -0.015744999999999999 1.0000000180025095e-35 -0.026224999999999995 0.095275000000000012 0.16946000000000003 0.10893000000000001 -0.15078499999999997 -1.0000000180025095e-35 -0.0030899999999999994 0.085110000000000005 0.096300000000000011 0.11181500000000001 0.094465000000000007 0.08511500000000001 -0.0037449999999999996 -0.079469999999999985 0.032695000000000009 0.088485000000000022 0.10024000000000001 0.10306000000000001 -0.083854999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 24 3 8 5 22 9 -8 -1 18 -11 -12 -7 15 -13 -9 -17 23 -6 20 21 -20 -4 25 -2 27 -27 29 -29 -18
right_child=1 -3 4 -5 6 12 7 13 -10 10 11 14 -14 -15 -16 16 17 -19 19 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.00043555246240496601 -0.00061563473542849284 -0.0011996863265930097 0.00089762855996860635 0.0011476016165850192 -0.0010657901983555551 -0.0004193888314673677 0.00053177322501319333 -0.00017474005585477198 0.0010446757137389906 0.00091564823232235463 0.00064660576751574038 -0.0011967842985771777 0.00084997043673235137 0.0011961798455596166 -1.605955446699118e-05 0.0011967233756901596 -0.00036045593664350178 -0.0011896203706746559 -0.00030079828919996732 -0.00070338257701887963 -0.00065644472145367995 0.00080780854575960008 -0.00016544969302143898 0.0010610890623480309 0.0011958971882529341 -0.0011799853306029087 0.00030630901786917407 0.0011390537739644892 -0.0010524707462527601 -0.0011311775448335298
leaf_weight=0.033353673776218784 0.0027096042585981186 0.0037599133793264619 0.025701989790832158 0.01321825562115464 0.020052386807492439 0.080193130714405925 0.010608149497784325 0.033111378301327932 0.0081406068243268237 0.019082842736679595 0.015846762569708517 0.015648741226868879 0.0088347691080343793 0.003370683690718578 0.017496604683401529 0.0025941153508028938 0.02559313313901157 0.059356559266234399 0.05040306650698767 0.048721069912517123 0.028805847067815193 0.025097746618484962 0.012496256061240274 0.0028966532988761165 0.016079415321200941 0.0061177261288776199 0.014228660395133375 0.0052374557130860921 0.0047476330292397506 0.062479149453849914
leaf_count=92 5 1 44 109 103 249 28 24 37 18 18 29 19 18 14 6 250 538 41 54 29 47 24 9 126 106 96 7 131 849
internal_value=0 0.000578763 -0.000304603 0.00016717 -0.000347715 -4.02392e-05 -0.000430682 -0.000617945 -0.000145152 -0.000251817 0.000127956 -0.000178856 -0.000293423 -0.00067345 -0.000573509 -0.000702577 -0.000797951 -0.000826593 -0.000401188 -0.0003141 -0.000132268 6.77214e-05 0.000549851 -0.000648951 0.000934652 -0.000690786 -0.000140588 -0.000804949 9.70446e-05 -0.000907212
internal_weight=0 0.0225489 0.653435 0.0547125 0.598723 0.127226 0.471496 0.230341 0.0414943 0.241155 0.068075 0.0489921 0.0890279 0.219733 0.0331453 0.216362 0.183251 0.180657 0.17308 0.153028 0.104307 0.0755008 0.0381982 0.1213 0.018789 0.118404 0.0203464 0.0980574 0.00998509 0.0880723
internal_count=3121 132 2989 238 2751 336 2415 2062 129 353 79 61 268 2034 43 2016 1992 1986 274 171 117 88 68 1448 131 1439 202 1237 138 1099
is_linear=0
shrinkage=0.00119516


Tree=703
num_leaves=31
num_cat=0
split_feature=1456 1425 4 151 11 2 1375 13 13 15 403 2 2 4 51 47 160 15 160 43 0 9 133 0 0 4 52 12 3 1375
split_gain=0.00971511 0.00789963 0.0119437 0.0123209 0.0120302 0.00863574 0.00930208 0.00928686 0.00960596 0.00864991 0.00859378 0.00846852 0.00794145 0.00737771 0.00726056 0.0088001 0.00709325 0.00725698 0.00794204 0.00842147 0.0130982 0.00792163 0.00738266 0.00691754 0.00884399 0.00655262 0.00654102 0.00681384 0.00906193 0.00986012
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.27287000000000006 -0.27559499999999998 0.081790000000000015 0.088850000000000012 -1.0000000180025095e-35 -0.53104499999999988 -0.39067499999999994 0.091475000000000015 -1.0000000180025095e-35 0.090050000000000005 0.12358500000000001 -0.15764999999999998 0.11144500000000002 0.096475000000000019 0.092070000000000013 -0.13578499999999996 -0.089974999999999986 -0.074359999999999996 -0.11991499999999998 -0.036024999999999995 -0.030254999999999994 -0.10324499999999999 -0.08824499999999999 -0.077679999999999985 0.19022000000000003 0.086915000000000006 -0.016324999999999996 -0.012484999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 -2 -7 -9 26 13 -11 -13 -8 15 -5 17 -12 22 23 -21 -22 -19 -20 -25 -23 27 28 -10 -30
right_child=1 -3 3 14 -6 7 10 8 9 11 16 12 -14 -15 -16 -17 -18 18 19 20 21 25 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.0009884028203738615 -0.0013697587166084822 -0.0013781585278206223 -0.0013221467589446005 0.0012263585072470047 -0.001253372156314421 -0.00078404505845017702 0.0013282298207351075 0.00094172551306224419 0.00084566153811987033 0.0011756178424486361 -0.0012219483630390945 -0.0013747059493695347 2.2372685056716448e-05 -0.0013734838098497062 -0.00023616529194774082 6.2674881043406068e-05 -0.0013388830466390621 0.00092340530354587385 0.0013706434997819731 0.00065600757188053274 0.0013767289588615813 -7.3424720901360519e-05 -0.00116756264103391 -0.0013746722071629725 0.00052982402341320532 -0.0013468140773375086 -0.00071526505230470828 -0.00033872162270995586 0.00067500157781822409 -0.00018793155660339598
leaf_weight=0.019868889013878288 0.013321239868332668 0.0078662806171223565 0.0063912658370099953 0.040851586514691007 0.015747964303500339 0.020070970974302327 0.0021548125696426714 0.028215018719947693 0.053295985911177013 0.0047969928580187107 0.0086515888170879407 0.018100919673997851 0.013305413165880964 0.016432499488985286 0.013607835129732848 0.017492926236627682 0.0078954762190051042 0.0040073929451409631 0.015361488952294167 0.022852621721540345 0.0032324136154784347 0.012081400586225755 0.015461403260360385 0.0052370251640923007 0.037520929254810653 0.020607995142256641 0.013551089548286654 0.029039561222816701 0.041041610555112129 0.063676260076590552
leaf_count=288 71 75 15 284 96 19 5 61 110 9 37 205 36 482 17 31 60 10 8 24 4 154 114 37 162 108 96 340 19 144
internal_value=0 -1.18847e-05 7.17103e-06 0.000504587 -7.3069e-05 -3.3514e-05 -0.000264662 0.000116333 0.000184521 9.4302e-05 -0.000178822 -0.000523331 -0.000782828 -0.00106028 0.000666849 0.000877461 -7.16747e-05 -2.68003e-06 7.4677e-05 0.00020989 -0.00015654 -0.000673464 -0.000737165 0.00058045 0.00029656 -0.000876193 0.000205767 0.000272491 0.000384819 0.000150274
internal_weight=0 0.57187 0.564004 0.0783436 0.48566 0.469912 0.184818 0.285094 0.265023 0.236808 0.171497 0.0362033 0.0314063 0.0185873 0.0719523 0.0583445 0.15291 0.145014 0.136363 0.116894 0.0587744 0.0359218 0.0194688 0.0581194 0.042758 0.0326894 0.200605 0.187053 0.158014 0.104718
internal_count=3121 2833 2758 347 2411 2315 1276 1039 1020 959 1205 250 241 487 332 315 718 658 621 497 290 266 124 207 199 262 709 613 273 163
is_linear=0
shrinkage=0.00137286


Tree=704
num_leaves=31
num_cat=0
split_feature=1456 133 52 147 1 1374 457 160 160 0 2 157 15 49 4 48 130 474 42 123 3 52 3 15 133 403 13 42 402 403
split_gain=0.00245592 0.0024496 0.00352289 0.00258477 0.00267833 0.00446208 0.00370334 0.00409022 0.00355431 0.00352872 0.00296373 0.00260591 0.00254697 0.00545492 0.00468904 0.00561991 0.00282718 0.00265398 0.00235086 0.00287216 0.00266462 0.00319829 0.00423827 0.00484413 0.00342652 0.00332125 0.00274773 0.00252038 0.00399732 0.00240541
threshold=-1.0000000180025095e-35 -0.25159999999999993 -0.52017999999999986 -1.0000000180025095e-35 0.094385000000000011 -0.094929999999999987 0.088350000000000026 0.086075000000000013 -0.51146999999999987 -0.23001499999999997 0.14445500000000003 -0.084489999999999996 0.035560000000000008 -0.14750499999999997 0.033845000000000007 0.12879500000000002 -0.079354999999999981 0.088125000000000009 -0.095859999999999987 1.0000000180025095e-35 -0.12018999999999998 0.11434500000000002 0.084940000000000015 0.040760000000000005 -0.085499999999999979 -1.0000000180025095e-35 0.14871000000000004 0.081660000000000024 -0.50169499999999989 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 -6 -7 12 -11 14 -14 17 16 -16 -10 -13 20 26 22 23 24 -22 -25 -20 28 -27 -29
right_child=1 2 3 4 8 6 -8 -9 10 11 -12 18 13 -15 15 -17 -18 -19 19 -21 21 -23 -24 25 -26 27 -28 29 -30 -31
leaf_value=-0.0022802728075887596 -0.0024019084360241442 -0.0036629714938368339 -0.0034093950321304614 -0.0036660018374055259 -0.0036641130638647122 0.0031706605407513825 0.0020834547254773329 -0.002437537181329726 0.0025614400466116745 -0.0036637861069650423 0.0033296814169636877 -0.0029804778171246219 0.0016428430597472436 -0.0032664320009979674 -0.0029302265694067381 -0.0030328204177923678 0.0008717903115456789 -0.0010472497969821934 0.0020068180234349055 0.002935023950748059 0.0021407097277090837 -0.003665584788154179 0.0014499088359847133 -0.0036627930687399713 -0.003663899522721992 0.003667730757151981 -0.00072959414295933639 0.0030380111060377721 -0.0036633673776633878 -0.00073979686417269578
leaf_weight=0.0065097827144882095 0.0055365940003539995 0.0033444833569973289 0.0027372264484029065 0.0048262507403364898 0.0025362647631652626 0.0044180687083326111 0.0097609488794319077 0.010529091693520343 0.021991637699329658 0.0027988640740232986 0.0055348044814991218 0.0035355737405211576 0.0056684736109673395 0.0065372118868936013 0.0027959577000729033 0.0063856465887965888 0.042512145903032206 0.0031216790134749308 0.013056214262860515 0.004430545079003422 0.001575068956611859 0.00415124776606035 0.012937937673314082 0.002613966108761189 0.010184879823924582 0.0014386090915650129 0.0079006241996921744 0.0070099448279279386 0.0032546655794192256 0.0033369192292838079
leaf_count=288 181 194 22 38 21 14 45 147 161 89 114 121 26 65 10 26 306 20 74 20 48 177 37 407 248 1 19 14 76 112
internal_value=0 2.84836e-06 6.59711e-05 0.000126051 0.000173293 -0.000224208 -6.28316e-05 -0.000287682 0.000614505 -1.37809e-05 0.00072928 -0.000193635 0.000567587 -0.000986503 0.000814553 0.00018382 0.000637168 0.00211287 -6.48667e-05 7.85227e-05 -0.000109082 -0.00059772 -0.000297014 -0.00106541 -0.00288646 0.00014765 0.000975204 0.000809902 -0.0014162 0.00181965
internal_weight=0 0.216462 0.210925 0.20758 0.204843 0.107759 0.102933 0.0931722 0.0970838 0.0826431 0.0945476 0.0782251 0.0890128 0.0122057 0.0768071 0.0516938 0.0453081 0.0251133 0.0754262 0.0718906 0.0674601 0.0465032 0.042352 0.0294141 0.0117599 0.0176541 0.0209568 0.0150401 0.00469327 0.0103469
internal_count=3121 2833 2652 2458 2436 1687 1649 1604 749 1457 728 1443 614 91 523 342 316 181 1354 1233 1213 1120 943 906 296 610 93 203 77 126
is_linear=0
shrinkage=0.00366245


Tree=705
num_leaves=31
num_cat=0
split_feature=45 1426 12 132 133 13 15 47 448 124 1 480 1 3 48 50 50 158 52 13 130 4 2 0 4 51 12 131 13 133
split_gain=0.00235588 0.00226218 0.00229219 0.00382878 0.0039168 0.00603961 0.00452544 0.00396127 0.00394179 0.00407404 0.0036937 0.00321095 0.00302145 0.00486449 0.00331557 0.00281177 0.00302201 0.00264466 0.00287865 0.00308076 0.00284139 0.00360498 0.00358299 0.00325449 0.00359117 0.00355375 0.00318437 0.00297558 0.00296245 0.00519448
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.084100000000000022 0.081465000000000024 -0.0084449999999999994 -0.0021749999999999994 0.024640000000000006 0.092710000000000015 -0.081729999999999983 -0.53285499999999997 0.12958500000000003 -1.0000000180025095e-35 0.094090000000000021 0.12178000000000001 0.086035000000000014 0.10647500000000001 0.10030500000000002 1.0000000180025095e-35 0.11434500000000002 0.038215000000000006 -1.0000000180025095e-35 0.24564500000000003 0.086885000000000004 -0.11756999999999999 -0.51843499999999987 -1.0000000180025095e-35 0.085440000000000016 0.10033500000000002 -0.091904999999999987 0.090310000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 8 7 12 -6 -10 15 -11 14 -14 -7 16 17 18 20 -20 -4 22 27 -24 -25 -26 -27 -22 -28 -30
right_child=1 2 10 -5 5 6 -8 -9 9 11 -12 -13 13 -15 -16 -17 -18 -19 19 -21 21 -23 23 24 25 26 28 -29 29 -31
leaf_value=0.0031895325493720476 -0.003192805379496073 -0.0021460417468872946 -0.0024019459047928513 0.0022350178599384258 -0.0030523158091365411 0.00050153084939004054 -0.0024460487482441499 -0.0015408144787015052 -0.0031932929950718608 -0.0031900535652851763 0.0016804820752191272 0.0024170339666051005 0.00244244845585562 -0.00077993759661991295 -0.0016681816545787793 -0.0031892569559329054 0.0026388287603362655 -0.0029718976737641368 -0.003190740233034475 0.0010686581281821169 -0.0027368647943129074 0.0016419299048093796 -0.0028907472208206464 -0.0031920503743422218 -0.0031886872499474034 -0.0031923821868537357 0.0028117953673261688 0.00079665823318219946 0.0016531385078217805 -0.0031902010284000871
leaf_weight=0.0022522912682916276 0.0023599932720088637 0.0075416144430704426 0.0055170932593213698 0.0089957497771138151 0.0017913006145136015 0.022791363282635757 0.0083300085217388187 0.012945374646278651 0.0015360905090346924 0.001087544727937483 0.0076295232020129325 0.02290199717589303 0.014146745504547198 0.0071791615209804141 0.010438994735523011 0.0041716619408305169 0.0029937150178795937 0.0045930100838447166 0.0069419532396466366 0.0022975775282247923 0.0094782656596663628 0.010879377423862024 0.0031697280529669946 0.0024251178547274243 0.0020239648742688124 0.0015584606984049417 0.0099679029729884319 0.0032545556666434558 0.0091985654885320504 0.0029804762496254958
leaf_count=23 67 120 202 103 8 100 59 67 1 15 56 406 84 17 26 234 33 206 187 25 379 45 19 9 183 13 34 49 221 130
internal_value=0 -8.86904e-05 -5.36001e-05 0.000234628 7.20566e-05 0.000234231 -0.000228825 4.47902e-05 0.00151967 0.00184052 -0.000440852 0.00216284 0.00042103 0.00135766 -0.000180063 -0.000639557 -0.000501921 -0.000628493 -0.000474054 -0.00213156 -0.000220726 -1.67237e-06 -0.000407541 0.000172164 0.000516997 0.000866593 0.00121283 -0.00183368 0.00152282 0.000467868
internal_weight=0 0.211127 0.208767 0.119686 0.11069 0.103149 0.0758316 0.0675016 0.0273169 0.0255256 0.0890809 0.0239895 0.0545563 0.0213259 0.0332304 0.0814514 0.0772798 0.074286 0.069693 0.00923953 0.0604535 0.0549364 0.044057 0.0313242 0.0281545 0.0257294 0.0237054 0.0127328 0.0221469 0.012179
internal_count=3121 3098 3031 1006 903 783 353 294 430 422 2025 421 227 101 126 1969 1735 1702 1496 212 1284 1082 1037 609 590 581 398 428 385 351
is_linear=0
shrinkage=0.00318838


Tree=706
num_leaves=31
num_cat=0
split_feature=1456 1213 475 1 157 128 1429 151 43 454 0 160 457 15 151 133 50 3 11 133 159 13 52 4 457 52 13 15 0 130
split_gain=0.00676705 0.00641047 0.00882171 0.0063936 0.00835949 0.00807461 0.0069842 0.00670406 0.00707338 0.00662519 0.00801161 0.00653829 0.00617403 0.00573449 0.0145139 0.00560782 0.00557198 0.00538291 0.00727471 0.00712007 0.00660488 0.00717432 0.0102579 0.00822392 0.00902771 0.00745268 0.00559902 0.00595792 0.00907208 0.00645893
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.086004999999999984 0.10937500000000001 -0.084489999999999996 0.086435000000000012 -1.0000000180025095e-35 -0.40381499999999992 -0.40263499999999991 -1.0000000180025095e-35 -0.23091999999999999 -0.40698999999999991 0.51789000000000007 0.095175000000000023 0.15288500000000002 -0.25159999999999993 0.10647500000000001 -0.15121499999999996 0.082245000000000013 0.039215000000000007 0.10395500000000001 -0.090639999999999984 0.10160000000000001 -1.0000000180025095e-35 0.12766500000000003 -0.12005499999999998 -0.084319999999999992 -0.094549999999999981 -0.15350499999999997 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 9 -5 -8 -9 -6 -11 -10 13 16 -15 -13 17 19 20 -12 21 22 -19 25 -25 -23 -27 -28 -29 -30
right_child=1 3 -4 6 5 -7 7 8 11 10 12 15 -14 14 -16 -17 -18 18 -20 -21 -22 23 -24 24 -26 26 27 28 29 -31
leaf_value=-0.00074445018560969039 0.0011496340138285254 -0.0010290756496384157 -0.0010276387835111641 -0.00076913637395257823 -0.00098426713817744847 -0.0011497352404752415 -0.00095080443064285392 -0.0010103724040906336 -0.00114953406838027 0.00069543738175644354 0.0008023436359195855 -0.00067390728150951943 -0.0011501808827080113 -0.0011498859947010357 0.00094125608331089715 0.0005234446230919478 -0.0011490896651041355 0.00071462809672433365 -0.0011501930091036075 -0.00047863978979775909 -0.0010690141636050662 -0.0011238106004754344 -0.0004081669020332227 -0.00074285553994995915 0.0009339244325840963 -0.0011211530209635199 0.00096650655425536112 -0.001150021135020013 -0.00091034115108582728 0.00045972115130745968
leaf_weight=0.016695231777532626 0.0029350045369938007 0.011415335656010939 0.01503783079036225 0.0085305719308053085 0.0086449982935050684 0.0082120974296344684 0.0053696435970778103 0.0047655336529714978 0.0034087359017576082 0.022397715817078279 0.025648861293689151 0.0054244967432168769 0.0062378370494116089 0.015479105134602378 0.0061083585605956605 0.10658445461990596 0.0049038255759796803 0.042841140184350479 0.0068345322379173004 0.0073716157085073055 0.0066136216598806632 0.0056676210726891432 0.014329046741977436 0.031422464399440742 0.004897583061392651 0.0037589450660107096 0.01472096148268065 0.0063301511218014561 0.0050826623924535843 0.042590874034829092
leaf_count=288 4 184 457 23 55 113 15 7 11 43 93 17 7 196 4 444 109 103 15 15 65 98 23 214 7 76 36 9 107 283
internal_value=0 2.44052e-07 -0.000672085 2.79848e-05 -6.48252e-05 -2.68815e-05 0.000236684 0.000305023 0.000361132 5.83073e-06 3.71566e-05 0.000417761 -2.1622e-05 7.15857e-06 -0.000558179 0.000465458 6.18826e-05 8.91092e-05 1.28843e-05 0.000516372 5.74782e-05 0.000100884 0.000433213 -6.50905e-05 -0.00051675 0.000144814 0.00024401 0.000318678 0.000142086 0.000313653
internal_weight=0 0.453566 0.0179728 0.435593 0.301509 0.290094 0.134083 0.125553 0.120183 0.281882 0.273237 0.115418 0.250839 0.244601 0.0215875 0.112009 0.223014 0.21811 0.18509 0.0330205 0.178255 0.171641 0.0571702 0.114471 0.03632 0.0781512 0.0724836 0.0687246 0.0540037 0.0476735
internal_count=3121 2833 461 2372 1855 1671 517 494 479 1558 1503 472 1460 1453 200 461 1253 1144 1036 108 1021 956 126 830 221 609 511 435 399 390
is_linear=0
shrinkage=0.00114875


Tree=707
num_leaves=31
num_cat=0
split_feature=45 39 42 2 14 123 133 1456 42 1374 1365 4 47 150 15 158 128 160 156 1456 48 1374 0 52 49 0 43 13 3 133
split_gain=0.00216535 0.00219892 0.00237826 0.00246262 0.00258231 0.00274393 0.00325847 0.00268493 0.00253037 0.00235875 0.00234006 0.00242071 0.00394781 0.00381603 0.00427121 0.00360994 0.00354051 0.00306308 0.00267808 0.00278052 0.00296984 0.00557323 0.00481301 0.00463881 0.00369058 0.00321882 0.00315626 0.00358833 0.00380949 0.00274161
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 0.17025000000000004 0.062655000000000016 1.0000000180025095e-35 -0.084614999999999982 1.0000000180025095e-35 -0.088934999999999986 0.097240000000000007 1.0000000180025095e-35 0.24564500000000003 0.12431000000000002 -0.22665999999999997 -0.10203999999999998 0.094245000000000009 0.086435000000000012 -0.095794999999999977 0.10499000000000001 -1.0000000180025095e-35 0.093675000000000022 -0.094929999999999987 -0.10096999999999999 -0.080114999999999978 -0.087004999999999985 -0.08824499999999999 -0.074359999999999996 -0.095304999999999987 -0.11255999999999998 0.084415000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 9 -8 10 11 13 -13 -4 -15 16 17 -16 19 -19 21 -21 24 -22 -23 -24 29 -28 -29 -27
right_child=1 -3 3 -5 -6 6 8 -9 -10 -11 -12 12 -14 14 15 -17 -18 18 -20 20 23 22 25 -25 -26 26 27 28 -30 -31
leaf_value=0.0034523499177146087 -0.003452422868497743 0.0034529357415778316 0.0030095863551246721 0.003411551371130746 -0.0024128214741403189 -0.0023679788489010391 -0.0013197663743411759 -0.003451828383450446 0.0025942793842263874 -0.0034524695531157269 -0.0027817616759364368 0.0012472600286717068 -0.0023735641015161521 -0.0029025353545910418 -0.0022647013951368842 -0.0033582905508959065 -0.0034524199167329877 -0.0034520077360114809 -0.0031231403108735139 -0.0034540875560214561 -0.00030243841108888329 -0.00098436660779642471 -0.0034519242059827321 0.0032672261790435667 0.002199782208890274 0.0015919041634823228 0.00047188559064841723 0.00032306854191822409 -0.0034522052445209871 -0.0010167426321549622
leaf_weight=0.0020737092125955306 0.002531448167474081 0.0020630006454780405 0.0041928122427634653 0.0023691589533996185 0.0057216605660528322 0.0024693711548025013 0.0023679627473143219 0.0029487636612088855 0.011627361121668402 0.0025089311538977191 0.0037385719669771325 0.029494629406570994 0.0040831190872268044 0.0072861974819602429 0.0064948403991422756 0.0041165480687368463 0.0035734795444355419 0.0023409452515750209 0.0028519187379743008 0.0049898594274395682 0.007942415382785839 0.0055015858097249284 0.0035716100765767885 0.0095493559137196371 0.02045720170985986 0.016947110976786917 0.012250229365690755 0.0049733251241832329 0.008846283796422983 0.0066940837619426921
leaf_count=23 18 23 11 53 96 21 11 261 202 23 45 230 12 151 204 131 156 109 117 38 34 18 111 43 76 123 40 28 598 115
internal_value=0 -9.21269e-05 -0.000128253 -8.61594e-05 -0.000128109 -5.9959e-05 0.00128712 -0.000186442 0.00193204 -0.000130592 -8.1536e-05 -2.07805e-05 0.000806961 -0.000230418 -0.000336229 -0.000181823 -7.00469e-05 3.65289e-05 0.000176322 0.000266745 0.000352325 8.36e-05 0.000306369 0.00164636 0.00152495 -0.000287311 -5.99412e-05 -0.000888067 -0.00209358 0.000853257
internal_weight=0 0.204504 0.202441 0.199909 0.19754 0.191819 0.0164647 0.175354 0.0139953 0.172405 0.169896 0.166158 0.0335777 0.13258 0.128387 0.121101 0.116984 0.113411 0.106916 0.104064 0.101723 0.0842313 0.0792414 0.0174918 0.0259588 0.0532826 0.049711 0.0260698 0.0138196 0.0236412
internal_count=3121 3098 3075 3057 3004 2908 234 2674 213 2413 2390 2345 242 2103 2092 1941 1810 1654 1450 1333 1224 1147 1109 77 94 1015 904 666 626 238
is_linear=0
shrinkage=0.00345121


Tree=708
num_leaves=31
num_cat=0
split_feature=1425 4 11 1456 4 150 158 41 3 13 1213 160 1 1374 0 16 52 13 1374 15 15 151 49 156 151 15 15 3 1213 13
split_gain=0.00215676 0.00245767 0.00261164 0.00296081 0.00270374 0.00540713 0.00237232 0.00238468 0.0024049 0.00313257 0.00286204 0.00246488 0.00272718 0.00315589 0.00391009 0.00277986 0.00261017 0.00287061 0.00274869 0.00292106 0.00257467 0.0030648 0.00272616 0.00255626 0.00246545 0.00264065 0.00228774 0.00276913 0.00229512 0.00224882
threshold=1.0000000180025095e-35 0.50822500000000004 0.088215000000000002 -1.0000000180025095e-35 0.27834500000000006 -1.0000000180025095e-35 0.094850000000000004 0.079395000000000007 -0.12018999999999998 0.14871000000000004 -1.0000000180025095e-35 -0.51146999999999987 0.094385000000000011 -0.094929999999999987 -0.23091999999999999 -0.27167499999999994 0.11434500000000002 -0.47860499999999995 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.14147499999999996 0.056735000000000001 -0.24768999999999997 0.096630000000000008 -0.077959999999999988 -0.090344999999999995 0.17980000000000004 -0.08824499999999999 0.039620000000000009 -0.0030199999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 7 8 9 -5 -10 -12 13 -13 -15 -14 17 -16 -19 24 -17 22 -22 -24 25 -20 27 -21 29 -29
right_child=-2 -3 -4 4 5 -7 -8 -9 10 -11 11 12 15 14 16 20 -18 18 19 26 21 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0025246469783134018 -0.0033880954790821527 0.0022192797605691769 -0.0018809494814781816 0.0022393587393908479 -0.0021456333181392073 0.0026827575659807263 -0.0027214524313727132 -0.0025820507042454408 -0.0033839415415222139 -0.00034816900223585897 -0.0033847903157346649 -0.0033861244186301387 -0.00097886240927947256 0.0028660998714437175 0.0016917050392649981 -0.0019299984846225561 -0.0029342643886959038 0.003106006676152801 0.0014896543216095508 -0.0015516901208300598 -0.0015230572562846764 -0.00053201550321020966 0.0022123675587731868 -0.0013024008285177785 -0.0031386474605617229 -0.0023014041201075675 -0.0033856545359670369 0.0020955496089997659 -0.0033839957223821262 -0.000334487796451781
leaf_weight=0.0051394407584055548 0.0021962211334525241 0.0054719622987420271 0.0087982939739958965 0.012439275580163667 0.0035248332178525752 0.010762795788195945 0.0037017719727856493 0.0039353874384460133 0.0029466427563988864 0.0094071425017432375 0.0024331489934610309 0.0038280231809721945 0.010489689978840033 0.0043707067316063252 0.0075515067410378825 0.0033112184785295531 0.0044753924195362052 0.0022459732647348565 0.003897279911356577 0.0076169922566009509 0.0028662474483098768 0.0095416303349793452 0.028861664281492949 0.0025807641429764763 0.0084653013418503065 0.0045699264735432621 0.0022247135275392784 0.011355189242991056 0.0013652716101120168 0.007077104980055547
leaf_count=283 78 159 80 77 20 137 102 74 407 35 99 38 29 14 18 23 122 8 43 120 12 35 250 36 346 111 7 160 141 57
internal_value=0 -1.62925e-05 -8.07501e-05 6.7637e-06 8.07493e-05 0.00149157 -4.40187e-05 1.87679e-05 8.52646e-05 0.00112516 -8.67445e-05 -1.15038e-05 5.32796e-05 -0.00040034 -0.00022508 0.000596537 -0.000447131 -0.000249667 -0.000549974 -0.000726287 0.000946938 0.00116418 0.00163591 0.00192388 -0.00184741 -0.000556458 -8.58064e-05 0.000181979 0.000848997 0.00116253
internal_weight=0 0.195255 0.189783 0.180985 0.175846 0.0142876 0.161558 0.157856 0.153921 0.0218464 0.132074 0.129128 0.126695 0.0690434 0.0652154 0.0576512 0.0608447 0.0563693 0.0488178 0.0465718 0.0471615 0.0438503 0.0343087 0.0314424 0.0169325 0.00846721 0.0296393 0.0274146 0.0197976 0.0184323
internal_count=3121 3043 2884 2804 2521 157 2364 2262 2188 112 2076 1669 1570 1185 1147 385 1133 1011 993 985 356 333 298 286 500 154 485 478 358 217
is_linear=0
shrinkage=0.00338353


Tree=709
num_leaves=31
num_cat=0
split_feature=375 376 130 151 1348 484 14 51 457 401 43 1425 15 11 160 150 1374 403 1 13 47 151 49 156 457 151 403 13 4 2
split_gain=0.00215491 0.00219407 0.00224622 0.00220916 0.00281448 0.00308889 0.00270636 0.00227524 0.00222626 0.00225293 0.00229038 0.00228251 0.00462139 0.00309222 0.00319495 0.00477609 0.00289792 0.00285789 0.00278118 0.00401956 0.0030457 0.00306001 0.00298545 0.00300182 0.0027126 0.00292815 0.00268358 0.00263424 0.00269483 0.00280745
threshold=0.087420000000000012 0.088470000000000007 1.0000000180025095e-35 -0.5225749999999999 0.090205000000000021 -0.0068949999999999992 0.078320000000000015 0.14842000000000002 0.5717850000000001 0.10076500000000001 0.39192500000000002 1.0000000180025095e-35 -0.40580499999999992 0.087925000000000017 -0.091944999999999985 -0.22665999999999997 0.10637000000000001 0.08332500000000001 0.077565000000000009 -0.083764999999999992 0.097480000000000011 -0.082229999999999984 -0.24768999999999997 0.094415000000000013 -0.0029299999999999994 -0.080549999999999997 0.090990000000000015 -0.53104499999999988 0.19806500000000002 0.097220000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 8 -5 9 10 11 12 -7 14 15 -14 18 -17 20 -20 21 -16 -21 24 -24 -26 27 -23 29 -29
right_child=-2 -3 -4 4 -6 6 -8 -9 -10 -11 -12 -13 13 -15 16 17 -18 -19 19 22 -22 26 23 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0032560619344255502 -0.0027728868626083606 0.0021082939514232785 -0.0020679112176334924 -0.0026930581278553395 0.0031672205105677861 0.0030618526958170753 -0.0025767113210453064 0.0014239186387480097 -0.0033486040927021401 -0.0030828814393016927 -0.0031547872162112612 -0.0033879029753905426 0.0033854981463794483 -0.0027398547516233546 -0.0033854590421575292 -0.0031376299872963123 -0.0033846112948256145 0.001900998166572209 0.0022485346972015516 -0.0032505963607413115 0.0030517649930020528 -0.0033867445950006509 -0.0014137862062217853 -0.0027435943268118326 0.00316311144499029 0.00074650737861661699 -0.0033847533942489801 -0.00024591724889826404 -0.0033853473617305608 0.0017549967719694296
leaf_weight=0.0023479517177804601 0.0032730057482694965 0.0054673674422076593 0.0062043967822233972 0.0077111602744430741 0.0032496855839099217 0.0069510168480633175 0.0042079657071667489 0.0019192752388619283 0.00202788722981495 0.0023284062778827766 0.0022016638321815654 0.0018749163872371346 0.0020073979976587006 0.0038883691408955192 0.0034781603287115095 0.0082067443097315618 0.0021824075463996442 0.0015288028395445971 0.02002788331989791 0.0023509857783210455 0.0032548606911291236 0.0022520846396218977 0.005471164495361335 0.0028329640888387067 0.0067544428063399655 0.03822536290793721 0.0026193226049926457 0.018442090699807068 0.0020378893932502242 0.01421598442969696
leaf_count=45 32 58 400 432 31 167 56 29 8 123 35 62 4 45 47 276 22 9 163 8 17 3 31 44 84 314 63 386 18 109
internal_value=0 -3.43353e-06 -6.72914e-05 3.8017e-06 4.82374e-05 -1.17375e-05 0.00010071 -0.00187257 0.000173322 0.000219962 0.000270957 0.000321712 0.000369114 0.000235206 0.000320336 -0.00136656 0.000479899 -0.0023464 0.000549051 0.00094874 -0.000104109 -0.000342738 0.000480829 0.000645467 0.000835772 0.0011094 -7.52686e-05 0.000159348 0.000389521 0.000625076
internal_weight=0 0.186269 0.180801 0.174597 0.172249 0.168999 0.159369 0.00963044 0.155161 0.153133 0.150805 0.148603 0.146728 0.139777 0.135889 0.0117429 0.124146 0.00973555 0.121963 0.0756628 0.0463004 0.0430455 0.0556349 0.0532839 0.050451 0.0449798 0.0395674 0.036948 0.034696 0.0326581
internal_count=3121 3089 3031 2631 2586 2555 2094 461 2038 2030 1907 1872 1810 1643 1598 289 1309 285 1287 644 643 626 481 473 429 398 579 516 513 495
is_linear=0
shrinkage=0.00338353


Tree=710
num_leaves=31
num_cat=0
split_feature=123 2 2 1456 130 151 4 14 150 160 133 4 2 0 1456 52 403 42 1373 133 156 0 151 2 151 15 1 150 1429 1212
split_gain=0.00820832 0.0130304 0.00977306 0.00834751 0.00842793 0.00873489 0.0137243 0.00868947 0.00811826 0.0102607 0.0097275 0.00754566 0.013985 0.0106426 0.00787745 0.0081021 0.0084981 0.00866108 0.00832297 0.00675711 0.00887521 0.00704796 0.00684527 0.00708671 0.00894461 0.00989055 0.0164115 0.00634388 0.00578797 0.00567073
threshold=1.0000000180025095e-35 0.094835000000000017 -1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.40381499999999992 0.27044500000000005 -0.10708499999999999 -0.22665999999999997 -0.091944999999999985 -0.014339999999999997 -0.49405499999999997 0.11093500000000002 -0.019414999999999998 -1.0000000180025095e-35 -0.43320999999999993 -0.092474999999999988 -0.11051499999999999 0.075690000000000021 -0.0061299999999999992 0.091255000000000017 -0.13455999999999999 -0.090369999999999992 -1.0000000180025095e-35 0.056735000000000001 0.095175000000000023 0.11634000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.50120999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 -1 7 -7 -9 10 -10 12 -11 14 -13 -16 -17 -18 19 21 22 -19 -21 -24 25 -25 -27 -8 -29 -23
right_child=1 -3 -4 -5 -6 6 27 8 9 11 -12 13 -14 -15 15 16 17 18 -20 20 -22 29 23 24 -26 26 -28 28 -30 -31
leaf_value=-0.0010836589117563886 0.0012192822091106918 0.00083169302990560273 -0.0008612377892795813 -0.0012196398747520213 -0.0010033337437816735 -0.0011342098392715528 -0.00068476975192122526 0.00093436002364307737 0.0004771476004784979 -0.0012210676399024879 -0.0012198736043381373 -0.0012200391012483849 0.00090363249650472603 0.00049018143639872262 -0.001219729268677234 -0.0012193925408654292 -0.0012205017951029946 0.00074651746049479023 -0.001061273130167503 -0.00067940280937448341 -0.00094332802655473997 0.00069579942815746725 -0.00058354697999791832 0.00064161912431581866 -0.00020808843611334053 -0.0012204750142428352 0.001201262894497371 -0.00048574172025279489 0.00082576140305847901 -0.0009216091442435405
leaf_weight=0.01168320277974999 0.0043038184859369713 0.036382290939855011 0.015225454065785016 0.0095693845869107008 0.013967864380504125 0.011606351377849933 0.0056074645763146682 0.011744075862225145 0.0066073761064444616 0.018451175413019882 0.020890417333305322 0.0088719286947593901 0.0061344798132267888 0.056653455287232646 0.0085522943887212932 0.0084044325685681542 0.0080066015664783663 0.0063530778706990523 0.0093209764661423833 0.010982194743746732 0.0096527077100745373 0.003769975548493675 0.012234460751642473 0.11782268766967263 0.031458202908652311 0.011323123066517837 0.0065723747866286422 0.0056199122918769709 0.045393380855330179 0.022140530946217041
leaf_count=56 83 154 28 269 377 29 14 11 37 95 249 152 17 91 113 234 41 16 30 41 39 20 33 243 39 65 9 2 217 317
internal_value=0 0.000400521 -0.000402737 -9.20249e-05 -6.99955e-05 -4.25991e-05 -1.63958e-05 -9.45274e-05 -6.40513e-05 -9.45702e-05 -0.000812101 -3.92569e-05 -0.000690924 8.98384e-06 -8.99814e-05 -5.23744e-05 -1.36846e-05 2.69075e-05 6.82414e-05 0.000113561 0.000197057 -0.000404142 0.000254873 0.000312062 0.000377606 0.000513364 -0.000331058 0.000545992 0.000681279 -0.000686276
internal_weight=0 0.0559116 0.0195293 0.499394 0.489825 0.475857 0.464174 0.407553 0.395947 0.384202 0.0274978 0.356705 0.0245857 0.332119 0.275466 0.266594 0.258041 0.249637 0.24163 0.232309 0.200046 0.0322636 0.190393 0.179411 0.167176 0.135718 0.0178955 0.0566208 0.0510133 0.0259105
internal_count=3121 265 111 2856 2587 2210 2154 1921 1892 1881 286 1595 112 1483 1392 1240 1127 893 852 822 469 353 430 389 356 317 74 233 219 337
is_linear=0
shrinkage=0.00121906


Tree=711
num_leaves=31
num_cat=0
split_feature=31 130 1 457 49 11 3 49 43 2 0 48 51 1 51 4 15 0 16 1 52 150 3 51 47 47 43 49 39 15
split_gain=0.00191257 0.00195292 0.00203358 0.00287555 0.00366342 0.00271734 0.00368062 0.00301981 0.00259053 0.0026622 0.00247079 0.0024679 0.00390408 0.00246592 0.00244817 0.00242903 0.00417473 0.00288692 0.00265827 0.00250474 0.00267749 0.0024081 0.00286291 0.00230408 0.00226153 0.00253725 0.00234975 0.00219407 0.00280815 0.0025133
threshold=-1.0000000180025095e-35 -0.23647499999999996 0.10781 0.088350000000000026 -0.049039999999999993 0.081790000000000015 -0.12018999999999998 -0.10774499999999999 0.097930000000000017 0.08622500000000001 -0.014954999999999998 0.12879500000000002 0.12808000000000003 0.080270000000000022 0.13640000000000002 -1.0000000180025095e-35 0.091295000000000015 -0.13455999999999999 -0.014034999999999997 0.096860000000000016 0.11434500000000002 0.086615000000000011 0.084940000000000015 -0.076794999999999988 0.088195000000000009 0.10783500000000001 -0.25681499999999996 -0.053364999999999996 0.091820000000000013 0.082685000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 6 8 -8 9 13 11 14 -13 -3 23 19 17 18 -17 20 21 22 27 -4 26 -26 -25 -9 29 -29
right_child=1 2 10 4 -6 -7 7 15 -10 -11 -12 12 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=0.0037375135792744743 -0.003676894273081292 -0.0031504262416919599 -0.00042084727983281698 0.0019883120454376535 -0.0023292183705918446 -0.0028625451842271619 -0.0031825009012320755 0.0029560767936900739 -0.0018080258637625398 0.0024327593410955715 0.0035711770470767154 -0.0032802423087428599 0.001006805648237188 0.001910660321326553 -0.0022144356118899929 -0.0021941215015485837 0.0030178642187706469 -0.0037365147342664396 0.0023931154912989663 0.0024380420496327992 -0.0037379280883334293 -0.0037373041021917684 0.0013570986884382233 -0.0022357742784833746 -0.0016344691921692744 0.001729395292023553 0.0029204913929943913 -0.0030344975675598526 0.0036116512315280537 -0.0003603925509364769
leaf_weight=0.0018365366010613107 0.0020984847319596147 0.0027653508778939786 0.011560568512095415 0.013383991745740786 0.0034494082898390835 0.0066947307386726598 0.0067410757728936224 0.0020688818440248715 0.0039699953508716126 0.013018353945085437 0.0034712617010654858 0.006079003854210896 0.0057860591687131091 0.0026129266457246558 0.0036223459895836632 0.005281930194087181 0.0023248738157235485 0.0092307565026139588 0.0026461620400368684 0.0048122580184895005 0.0031169250586664523 0.0024542827816844684 0.015020003001836812 0.001346107506833504 0.0051823701405737674 0.007898183441227502 0.01472673386228962 0.0082730277269789099 0.0016547692297876884 0.012047813083960079
leaf_count=86 19 36 78 50 63 116 62 12 13 65 85 27 35 20 19 56 19 388 8 100 226 63 64 4 19 33 218 360 9 768
internal_value=0 -9.37764e-05 -5.22894e-05 -0.000329528 0.00110359 -0.000559866 -0.000402625 -0.00079614 0.000928752 0.00151935 0.000512513 0.000323595 -0.00118964 -0.0006916 0.00072856 -0.00056277 -0.00167993 -0.00231644 -0.000663038 -0.00012258 -0.000398645 -0.000147957 7.75493e-05 0.000990401 0.00155002 0.00039667 0.00248865 -0.000721754 -0.001068 -0.00144908
internal_weight=0 0.183339 0.18124 0.121568 0.0168334 0.104734 0.0980394 0.0756728 0.0223666 0.0183966 0.0596726 0.0562014 0.0118651 0.00537828 0.0443363 0.0689317 0.0194837 0.0171588 0.00792809 0.049448 0.0446357 0.0415188 0.0390645 0.040714 0.0291534 0.0130806 0.0160728 0.0240445 0.0219756 0.0203208
internal_count=3121 3035 3016 2498 113 2385 2269 2135 134 121 518 433 62 56 371 2073 471 452 64 1602 1502 1276 1213 352 274 52 222 1149 1137 1128
is_linear=0
shrinkage=0.0037357


Tree=712
num_leaves=31
num_cat=0
split_feature=375 124 38 3 1365 1456 151 1348 14 1456 122 124 1 401 49 47 47 52 52 158 43 15 1374 0 1374 50 393 148 2 2
split_gain=0.00192031 0.00197551 0.00335505 0.00294436 0.00268637 0.00238633 0.0022127 0.00282912 0.00253662 0.00216681 0.00202791 0.00211497 0.00198063 0.00196562 0.00194905 0.00285257 0.00294642 0.00306765 0.00283988 0.0025634 0.00220724 0.00233475 0.00217729 0.00363297 0.00234382 0.00219408 0.00244002 0.00227989 0.00257004 0.00377462
threshold=0.087420000000000012 -1.0000000180025095e-35 0.095410000000000009 0.31299000000000005 1.0000000180025095e-35 1.0000000180025095e-35 -0.40381499999999992 0.089175000000000018 0.076175000000000007 -1.0000000180025095e-35 0.10544500000000001 0.10281000000000001 0.098700000000000024 0.10076500000000001 0.10247500000000002 0.13206500000000002 0.11402500000000002 -0.24164999999999998 0.11434500000000002 0.087355000000000016 -0.15582499999999996 -0.092919999999999989 -0.094929999999999987 -0.23091999999999999 0.086000000000000007 0.10124500000000002 0.091220000000000009 0.11035500000000001 0.113445 0.11215000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 4 5 6 -3 8 9 -8 11 13 -1 14 15 16 17 -11 19 22 -20 -22 -19 -24 25 26 27 28 29 -25
right_child=-2 3 -4 -5 -6 -7 7 -9 -10 10 -12 -13 -14 -15 -16 -17 -18 18 20 -21 21 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00059698338174024406 -0.0026326284505089376 -0.0033178943982219039 -0.0033207211022806293 0.003317819960044825 -0.0033180552623947204 -0.0033177204441708209 -0.0023354269237194831 0.003318554538948418 -0.0028911032292105077 -0.002299147306325547 -0.0033187104012987775 0.0026496390541825392 0.0031002549971706353 -0.0033176589706622626 0.0014904483352757903 -0.0032596131587461995 0.0024968335333629471 -0.0012502869458562286 0.001763240503872898 -0.0027773599749288712 2.1408601762408064e-05 -0.003318679904047685 0.0033196331684667651 0.00071011525406924642 -0.0033182901333157133 -0.0029607200293500814 -0.0026526994769891883 -0.003319049814451041 0.0025572321956270636 -0.0030484710923624281
leaf_weight=0.0084528993702406297 0.0031069267279804072 0.002258868392260637 0.001685052629056826 0.002704018664985596 0.0029332613166914703 0.0025149884117716672 0.0042577503477474457 0.0027577822386319886 0.003431655043044656 0.0063223485052787956 0.0019191080400560159 0.0035289923853838437 0.0059094871359803855 0.001882706321723048 0.010170984198943245 0.0029215238628239595 0.005211894457232801 0.0082745013818907864 0.0019631018479344684 0.0029360623481835537 0.0036475182184574359 0.0062466256484157148 0.0048509434354855182 0.058906927492543573 0.0018599381291579667 0.0020190354655653655 0.0025366331227019137 0.0015514566621277473 0.0076766060190607268 0.0030945704279474731
leaf_count=53 32 50 13 99 56 258 268 23 84 178 6 35 175 140 139 14 28 31 20 62 33 181 21 826 30 85 83 5 86 7
internal_value=0 -1.60703e-06 0.00110744 -0.000113978 -0.000173587 -0.000113201 -5.95535e-05 -9.81212e-06 -7.3023e-05 -4.8136e-06 6.73436e-05 0.000115265 0.00162697 4.75463e-05 9.62111e-05 -2.19426e-05 5.88352e-05 -5.47318e-05 7.96889e-05 0.000273228 -0.00144983 -0.00208734 0.000371902 0.000534611 0.000360614 0.000450903 0.000544282 0.000658133 0.000746689 0.00052252
internal_weight=0 0.174427 0.0160474 0.15838 0.155676 0.152743 0.150228 0.147969 0.145211 0.141779 0.137521 0.135602 0.0143624 0.132073 0.130191 0.12002 0.117098 0.111886 0.105564 0.0937067 0.0118572 0.00989414 0.0907706 0.0824961 0.0776452 0.0757852 0.0737662 0.0712296 0.0696781 0.0620015
internal_count=3121 3089 241 2848 2749 2693 2435 2385 2362 2278 2010 2004 228 1969 1829 1690 1676 1648 1470 1236 234 214 1174 1143 1122 1092 1007 924 919 833
is_linear=0
shrinkage=0.00331719


Tree=713
num_leaves=31
num_cat=0
split_feature=1429 160 1 0 3 4 2 1 160 133 147 457 457 2 484 15 11 13 3 3 43 15 2 4 16 52 15 15 133 2
split_gain=0.00174859 0.00208181 0.0019809 0.00375077 0.00307683 0.00300286 0.00228537 0.00226078 0.0027079 0.00207527 0.00214306 0.00204277 0.00207171 0.00459136 0.00272994 0.00263942 0.00321006 0.00340131 0.00258428 0.00428479 0.00236246 0.00286782 0.00228164 0.00221686 0.00319858 0.00215848 0.00204822 0.00203095 0.00390901 0.00281595
threshold=-1.0000000180025095e-35 -0.090969999999999981 0.077565000000000009 -0.059114999999999994 -0.084074999999999997 -0.49405499999999997 0.14753000000000002 0.07863500000000001 -0.51146999999999987 -0.25159999999999993 -1.0000000180025095e-35 0.5717850000000001 0.045365000000000009 0.11411 -1.0000000180025095e-35 -0.40580499999999992 0.087830000000000005 -0.083364999999999981 0.090900000000000009 0.076840000000000006 -0.074359999999999996 1.0000000180025095e-35 0.090545000000000014 0.25615500000000008 -0.27167499999999994 0.13796000000000003 -0.040439999999999997 0.083935000000000023 0.083950000000000011 0.079055000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -4 -9 -10 -11 12 14 18 -12 25 17 23 19 -14 -19 22 26 24 -17 -16 -22 29 -29 -6
right_child=2 -3 6 5 27 -7 -8 8 9 10 11 -13 13 -15 15 16 -18 20 -20 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0022877521718887113 -0.003591496800355799 -0.0035929331749533317 0.0034010665787725237 -0.0014037823029382608 0.0031947464059508702 0.0010423182654705084 0.0028481689173394621 -0.0035916038166888 -0.0030682198820710413 -0.0035917832118902153 -0.0025682798217941906 -0.0033841341073991772 0.0022550112071958034 -0.0022931785562932123 0.0035912517198438462 -0.0020488984986995313 -0.0035923614606989279 0.0007652817764546852 0.0034014332578894547 -0.0035934379066959975 -0.0027197786018738649 -0.0035101069692625364 0.00068614876801308751 0.0035923626725776815 0.0018561988062324338 -0.0019292836018864447 0.00073856815361137264 -0.0035921140709260658 0.0021627917926658057 -0.0027996054408835733
leaf_weight=0.0010012800250081 0.0072016840488018366 0.0034513401883131669 0.0027349894492090234 0.0094120220004612065 0.0011716494771008001 0.020702410316467024 0.0042968929708422357 0.0025083852085288063 0.0024685417383238919 0.0018245212766032628 0.0045506747993329091 0.0018674859184102379 0.0058923607795406951 0.0036175237462430223 0.004929804956532279 0.0037119538619663208 0.0029164594848793959 0.0167362008075429 0.0096437964936058052 0.002224903080104923 0.0070744709001644345 0.0046749596977235788 0.011523786849352291 0.0049886458181731532 0.0099603912366035292 0.0011207044908587704 0.0032096141592319405 0.0021004492499443464 0.0055228462331058381 0.0073404253581266232
leaf_count=29 643 125 18 35 4 133 113 61 50 10 146 9 91 24 145 10 39 159 37 8 60 151 69 36 118 6 24 204 122 442
internal_value=0 -0.00227052 9.60435e-06 -0.000559502 -0.00163998 0.000277809 0.000280056 0.000178051 9.44537e-05 0.000184276 0.000264191 0.000335512 0.00040729 0.00139389 0.000127545 0.000300704 8.89239e-05 0.000262426 0.00214486 0.000651979 -0.000290732 -0.000958094 -0.000411019 0.00154354 0.00079599 0.00256871 -0.00164044 -0.00076896 0.000577141 -0.00197451
internal_weight=0 0.00445262 0.165929 0.0534515 0.0233371 0.0301144 0.112477 0.10818 0.105445 0.102937 0.100468 0.0986437 0.0967763 0.0213786 0.0753977 0.070847 0.0647965 0.06188 0.0177611 0.00811726 0.043219 0.0264828 0.0218079 0.018661 0.0136723 0.00605051 0.0102841 0.0161354 0.0076233 0.00851207
internal_count=3121 154 2967 1583 1415 168 1384 1271 1253 1192 1142 1132 1123 160 963 817 666 627 136 99 463 304 153 164 128 151 84 772 326 446
is_linear=0
shrinkage=0.00359063


Tree=714
num_leaves=31
num_cat=0
split_feature=31 2 4 2 1456 4 4 40 403 1429 123 1447 52 453 15 1212 1 42 457 49 457 42 42 0 159 160 0 1 3 11
split_gain=0.00667123 0.006786 0.00767047 0.0110176 0.00739083 0.00639431 0.00630891 0.00719736 0.00658297 0.00649226 0.00603123 0.00623307 0.00587409 0.00575439 0.0051279 0.00510637 0.00493582 0.00811597 0.00485246 0.00641295 0.00556003 0.00460158 0.00666569 0.00425843 0.00518696 0.00481405 0.00424529 0.0114792 0.00750443 0.00896135
threshold=-1.0000000180025095e-35 0.088850000000000012 -0.49405499999999997 0.11093500000000002 -1.0000000180025095e-35 0.23246000000000003 -0.083854999999999985 0.051255000000000002 -0.088999999999999982 0.084990000000000024 0.08592000000000001 -1.0000000180025095e-35 -0.092399999999999982 0.10564500000000002 -0.11713499999999999 -0.50120999999999993 0.11230000000000001 0.11387000000000001 0.088350000000000026 -0.047584999999999995 0.084485000000000018 0.10077000000000001 0.10194000000000002 -0.14226499999999997 -0.48366999999999993 0.083670000000000008 -0.019414999999999998 0.078340000000000007 0.013900000000000001 0.08976000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 -3 -4 6 8 9 -2 15 11 -6 -10 18 16 -8 -7 -18 20 -20 26 23 -23 25 -25 -17 27 -13 29 -29
right_child=1 2 4 -5 10 14 7 -9 12 -11 -12 13 -14 -15 -16 21 17 -19 19 -21 -22 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0012208744950637936 -0.0012198074824727951 -0.00098459799318513204 -0.0012196225937454405 0.00091319645730576207 -0.0012199493319884778 -0.0010746731498533252 0.00079624109661613539 0.00074951881344358703 -0.0012195485445286754 0.00087018238749575179 0.00092483372346233899 -0.00069010833866079519 0.0005170652668381947 -0.0011659151921544616 0.00061233870346354157 0.00014942808801963491 0.0012195417564950686 -0.0010934199080139193 0.00091675644312672099 -0.00017235413418864858 -0.0010459017865336565 0.0012237007629104224 -0.0012193055796957074 0.00083008020430800624 -0.0011695331975376086 -0.0012200258230643443 0.00048850956988400753 0.0011226014514811667 -3.0850741612828762e-05 -0.0004382195192685052
leaf_weight=0.0062066144829486794 0.0049834431399062842 0.020092420925948318 0.0057457174750084042 0.005875499757621582 0.004990001392911835 0.0071115132304839781 0.0030702368146648942 0.0057450546303243746 0.0032970300148917877 0.0038980662247070077 0.015079921041888156 0.025823026344852451 0.023713450781116308 0.0047486495968769296 0.019716376655196655 0.010113146003959628 0.0055127058219568426 0.0038145603029988706 0.026267941139849427 0.011575118780228877 0.0060825735672551664 0.0037765959277749053 0.0029611622693437312 0.0020103348043676297 0.046983357693562766 0.0061252523514667692 0.03898468394459087 0.022080655867966925 0.05353859555384588 0.0072653277015888298
leaf_count=86 123 100 115 18 72 9 19 9 33 35 126 602 197 12 29 42 47 5 51 43 15 1 94 11 837 15 107 94 142 32
internal_value=0 -5.27356e-05 7.17217e-05 -0.000555203 0.000144995 -0.000254814 -0.00039362 -0.000567858 6.75651e-05 -0.000663736 0.000181221 0.000125531 0.000305086 0.000159721 0.000193129 -0.000743418 -0.000309664 0.000273613 0.000192573 0.000583628 9.63369e-05 -0.0008091 0.000150029 -0.000908167 -0.00108748 -0.000367141 0.000143379 1.96083e-05 0.000240723 0.000736181
internal_weight=0 0.400982 0.24815 0.0259679 0.222182 0.152832 0.116677 0.0846832 0.0319939 0.0789382 0.216436 0.201357 0.0270105 0.196367 0.0361552 0.0750401 0.0164388 0.00932727 0.191618 0.0378431 0.153775 0.0719698 0.00673776 0.0652321 0.0489937 0.0162384 0.147692 0.108708 0.0828846 0.029346
internal_count=3121 3035 1529 118 1411 1506 1416 1063 353 1054 1296 1170 230 1098 90 1019 61 52 1086 94 992 1000 95 905 848 57 977 870 268 126
is_linear=0
shrinkage=0.00121906


Tree=715
num_leaves=31
num_cat=0
split_feature=31 130 1 51 50 0 14 3 42 159 4 4 0 42 150 42 3 43 16 457 16 16 15 1447 151 16 16 4 40 47
split_gain=0.00174199 0.00168793 0.00174905 0.00278291 0.00263629 0.00236565 0.00220875 0.00207531 0.00248588 0.00244893 0.00219756 0.00225144 0.00320607 0.00264067 0.00278399 0.00231391 0.00248096 0.00300706 0.0022188 0.00351599 0.00325295 0.00290994 0.00243947 0.00195219 0.00180869 0.0020422 0.00253236 0.00225794 0.00215679 0.00262321
threshold=-1.0000000180025095e-35 -0.23647499999999996 0.104035 -0.10748999999999999 0.10124500000000002 1.0000000180025095e-35 0.062655000000000016 -0.15121499999999996 0.090090000000000017 0.091530000000000014 -0.52556499999999995 -0.0016099999999999997 -0.10096999999999999 0.091735000000000025 0.090480000000000019 -0.0060199999999999993 -0.08824499999999999 -0.14386499999999997 -0.094359999999999986 0.088350000000000026 -0.51370499999999997 -0.014034999999999997 -0.11345499999999999 -1.0000000180025095e-35 -0.40381499999999992 -0.071854999999999988 -0.27167499999999994 0.2623950000000001 0.05433000000000001 0.13148500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 23 7 8 -5 10 -9 13 18 14 15 16 -12 -18 20 21 -13 -20 -22 -4 -25 26 27 -26 29 -27
right_child=1 2 5 4 -6 -7 -8 9 -10 -11 11 12 -14 -15 -16 -17 17 -19 19 -21 22 -23 -24 24 25 28 -28 -29 -30 -31
leaf_value=0.003318854404823394 -0.0032579064985086893 -0.003317629426484156 -0.0026869125847592593 0.0025889470422208881 -0.0033176022412446989 0.0030265878171183602 -0.0033177845453778543 -0.0033199694448484093 -0.00058004739721696536 -0.0025917127354931845 -0.00331758429952775 0.0011666199195218673 -0.0028459270927113293 -0.003318432576833234 -0.0021667573359320617 0.0012920723396353502 0.0032073493173370724 -0.001953802992109707 -0.0030832468023842328 0.0033192789006400562 0.00069526058446164559 0.0018141901733487642 -0.0032408186698133245 -0.0027911778619463352 -0.001375095886452243 -4.2836811120361504e-05 0.0023144231886830261 0.0013056001451918066 0.0027941827438899168 -0.0033181435231778712
leaf_weight=0.0016766331809492377 0.0018183011315500144 0.0032774360658507353 0.0024052939361354211 0.0066872629759018309 0.0029149885987216342 0.0035557614777985682 0.0023117316558227676 0.0022371219470187489 0.0045957312800055661 0.004523867210494358 0.002670658418455929 0.0049338412530914874 0.0060650159211128657 0.0019265013355003182 0.0035434012875441559 0.032119417811692579 0.0025037919659780528 0.0024652817431309862 0.0027585655711845902 0.0042880185574176721 0.002360909224023545 0.0025870061763271224 0.0065109070180824338 0.0019257885051047188 0.0058038464612764048 0.021463720744691276 0.011430355998072628 0.008552130439255734 0.0024773480711246512 0.0030763976897105741
leaf_count=86 19 216 29 46 270 107 71 10 14 138 247 29 210 223 80 484 10 205 28 10 32 13 61 17 18 186 81 142 19 20
internal_value=0 -7.96341e-05 -4.39548e-05 -0.000310793 -0.000210238 0.000401348 -0.000114981 -3.51769e-05 0.00129817 -0.00021978 -8.03722e-05 1.66043e-05 -0.000696265 0.00048163 0.000650693 0.000901788 -0.000739067 0.000646773 -0.00014003 0.00108175 -0.000992586 -0.000713117 -0.00219338 0.000237968 0.000366512 0.000481675 0.00114943 0.000221846 -0.000155648 -0.000453436
internal_weight=0 0.16379 0.161972 0.101281 0.098004 0.0606906 0.095089 0.0927773 0.011283 0.0814943 0.0769704 0.0747333 0.0295043 0.0452291 0.0433026 0.0397591 0.00763973 0.00496907 0.0234392 0.00963359 0.0138057 0.00534557 0.00887182 0.0571349 0.0547296 0.0528038 0.0257863 0.014356 0.0270175 0.0245401
internal_count=3121 3035 3016 2397 2181 619 1911 1840 60 1780 1642 1632 383 1249 1026 946 462 215 173 51 122 41 93 512 483 466 241 160 225 206
is_linear=0
shrinkage=0.00331719


Tree=716
num_leaves=31
num_cat=0
split_feature=1210 156 1429 1213 156 158 159 42 43 376 151 133 3 131 131 4 33 1 376 132 13 151 151 1456 51 1374 150 457 52 160
split_gain=0.00163097 0.00163781 0.00202521 0.00190574 0.00164777 0.00203386 0.00222697 0.00184064 0.00203145 0.0028131 0.00224965 0.0019831 0.00262579 0.00236443 0.002745 0.00233876 0.00224914 0.00197614 0.00264288 0.00251344 0.00225425 0.00184862 0.00261163 0.00260741 0.00156782 0.00153703 0.00200863 0.00294685 0.00201 0.00145711
threshold=-0.08107499999999998 -1.0000000180025095e-35 0.084690000000000015 -1.0000000180025095e-35 0.083840000000000012 0.083705000000000016 0.11728000000000001 -1.0000000180025095e-35 0.24789500000000006 1.0000000180025095e-35 -0.40381499999999992 0.099660000000000012 -0.15121499999999996 0.098515000000000005 0.092410000000000006 -0.49405499999999997 -1.0000000180025095e-35 0.090405000000000013 0.091135000000000008 0.081465000000000024 0.24813000000000004 -0.10959499999999998 -0.090369999999999992 -1.0000000180025095e-35 0.082455000000000014 -0.094929999999999987 0.081835000000000019 -0.0029299999999999994 -0.24164999999999998 -0.085764999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 7 6 -6 17 9 10 -9 12 24 14 15 -14 -17 18 -5 20 -19 -18 -23 -24 -12 -25 28 -28 -27 -30
right_child=1 2 -4 4 5 -7 -8 8 -10 -11 11 -13 13 -15 -16 16 21 19 -20 -21 -22 22 23 25 -26 26 27 -29 29 -31
leaf_value=-0.0031892356302766567 -0.0031885621675306168 -0.0026491044789640861 0.0018992809902271751 -0.0028242673602706355 -0.0020302413992706724 0.0028990359925896002 0.0027067395238740198 -0.0028171485911817869 -0.0017952755326514662 0.002865371337776841 0.0027898706305840367 -0.0015528616065976402 -0.0030499323364344272 0.00290200153930994 -0.0029014319056348799 -0.0030189028918105585 0.0026225239918391623 -0.00283553371068169 0.0019786484232853208 0.0027979244017048701 0.00036584808639920647 -0.0022488100916842006 -0.0031889398050764569 -0.00073095934328066127 -0.0001950030665666555 -0.0030096971972324404 -0.001121493432980463 0.0026846189490516165 -0.0010357606214637018 0.00077023288543368962
leaf_weight=0.0016568082999839353 0.0016299558329961874 0.0028064795227002995 0.0056429249782254933 0.0067307505112381705 0.0098580068156977063 0.0011569668305071454 0.0011239352352561136 0.0023791568492299566 0.0046701656073082623 0.0043470142405510606 0.0069906630103560019 0.0054475563235065741 0.0021171243625985872 0.0032950020605682076 0.0028961528335287303 0.0019696664685397982 0.0037253667650247726 0.003361340176752492 0.0014083885307627497 0.0026254006982071596 0.0066786607724793612 0.0038137464879639529 0.0019347756423400133 0.0081844086748787959 0.0024040921670405169 0.0016545669020473488 0.0026199647572155991 0.0098143497614273656 0.0051152117864603488 0.040492500185472124
leaf_count=134 163 396 130 435 286 34 21 35 41 119 52 211 18 59 43 20 37 59 5 27 34 30 93 26 27 43 27 89 145 282
internal_value=0 -9.15149e-06 2.42258e-05 -4.64914e-05 3.25959e-06 -0.00112183 -0.00154544 0.000104669 0.000263993 0.000352061 0.000247865 0.000319025 0.000424121 0.000252385 0.000148867 0.000257339 0.000345608 -0.000767375 -0.00199318 2.0359e-05 -0.000705958 0.000431277 0.000320409 0.000460755 0.00202605 0.00056478 0.000742426 0.00188265 0.000442441 0.000567679
internal_weight=0 0.156894 0.155264 0.149621 0.146815 0.0121389 0.0109819 0.134676 0.113871 0.109201 0.104854 0.102475 0.0970276 0.0876328 0.0843378 0.0814417 0.0793246 0.0208045 0.00813914 0.0126654 0.01004 0.0773549 0.0736295 0.0698158 0.00939476 0.067881 0.0596966 0.0124343 0.0472623 0.0456077
internal_count=3121 2987 2824 2694 2298 341 307 1957 1397 1356 1237 1202 991 912 853 810 792 560 440 120 93 772 735 705 79 612 586 116 470 427
is_linear=0
shrinkage=0.00318838


Tree=717
num_leaves=31
num_cat=0
split_feature=31 130 1 51 50 0 14 43 131 4 0 159 49 0 47 0 42 48 4 1 133 1447 11 0 48 51 40 38 160 133
split_gain=0.00153749 0.00151534 0.00152548 0.00244299 0.00226752 0.00198015 0.00190165 0.00180487 0.00294882 0.00266714 0.00163377 0.00226815 0.00266844 0.00284238 0.00321548 0.00365007 0.0024593 0.00196492 0.00459081 0.00249354 0.00285814 0.00159751 0.00160503 0.00190364 0.00258006 0.00306124 0.00185427 0.00180341 0.00190427 0.00224665
threshold=-1.0000000180025095e-35 -0.23647499999999996 0.104035 -0.10748999999999999 0.10124500000000002 1.0000000180025095e-35 0.062655000000000016 -0.17390999999999998 0.088845000000000021 -0.49405499999999997 0.051010000000000007 0.091530000000000014 -0.088694999999999982 -0.068189999999999987 0.086380000000000012 -0.083914999999999976 0.083865000000000009 0.086260000000000017 0.0061450000000000003 1.0000000180025095e-35 0.083950000000000011 -1.0000000180025095e-35 0.090920000000000015 -0.053834999999999994 0.12879500000000002 0.13095500000000002 0.0064400000000000004 0.10657000000000001 -0.080409999999999995 -0.088669999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 21 7 -5 9 -9 11 12 16 14 15 17 -11 19 -19 20 -14 -4 23 24 27 -26 -25 28 -23 -30
right_child=1 2 5 4 -6 -7 -8 8 -10 10 -12 -13 13 -15 -16 -17 -18 18 -20 -21 -22 22 -24 26 25 -27 -28 -29 29 -31
leaf_value=0.0038883424446173702 -0.0038069427138126373 -0.0038870621392763558 -0.002973657701541572 0.0013847213373351991 -0.0038870462479862877 0.0034719893500950571 -0.0038872088748524605 -0.0027426038880574107 -0.003530716652360408 -0.0035768670217344927 0.001463074747455415 -0.0037336653507819579 -0.0027164600714812441 0.0033264532339295949 -0.0038874555726059919 -0.0034431632865228731 0.00069629666324117932 -0.0035829166224633957 0.0017005951219451138 0.0024799548455918894 0.0021000472750607531 -0.00041879202406577582 -0.001701052605094092 -0.002665309865325182 -0.0032837740619532478 0.0014341779327612463 0.0018446582064255003 -0.0018962044679751845 -0.001054387982323468 0.0026135487412155003
leaf_weight=0.0014835995233539725 0.0016367920246125314 0.0028649183254785262 0.0021856458288311833 0.011480014614249967 0.0025051030798550747 0.0031073239832153368 0.0019954550446641397 0.0052801017709214184 0.0039687932166643227 0.0053299305631071547 0.011435645136998573 0.0025488904464658893 0.0037349117553091447 0.0045570054122876574 0.0028568454105268861 0.0033646800294171468 0.0032905121894515332 0.0043865355192167499 0.0057282592275953448 0.013647238725411626 0.0037094481284256631 0.0051678956344005647 0.004880865867562533 0.0045594406323061767 0.0042300434670323739 0.0040824342668202007 0.0019730372368940152 0.0022382984905107142 0.0028605350384509612 0.021347926966313935
leaf_count=86 19 216 29 105 270 107 71 47 254 26 39 104 278 98 96 413 38 60 31 100 151 56 29 73 20 22 9 14 30 230
internal_value=0 -8.76339e-05 -4.68635e-05 -0.000353944 -0.00024125 0.000455694 -0.00013665 -4.8931e-05 -0.000271827 -8.67135e-05 0.0001304 -0.000156312 2.38721e-05 0.000428281 7.54162e-05 0.000402895 -0.00194576 0.000817578 -0.000590733 0.00149296 -0.000316444 0.00028059 0.000419129 0.000641867 0.000960089 -0.000966688 -0.00130314 0.0014667 0.00172293 0.00218014
internal_weight=0 0.150955 0.149318 0.0926843 0.0898194 0.0566334 0.0873143 0.0853188 0.0738388 0.06987 0.0645899 0.0531543 0.0506054 0.0419849 0.0374279 0.0345711 0.00862044 0.0312064 0.0101148 0.0210916 0.00744436 0.0535261 0.0513405 0.0464596 0.0399271 0.00831248 0.00653248 0.0316147 0.0293764 0.0242085
internal_count=3121 3035 3016 2397 2181 619 1911 1840 1735 1481 1434 1395 1291 1227 1129 1033 64 620 91 529 429 512 483 454 372 42 82 330 316 260
is_linear=0
shrinkage=0.00388662


Tree=718
num_leaves=31
num_cat=0
split_feature=39 42 123 2 1456 13 13 133 43 3 52 1 47 40 13 50 47 47 13 48 1 159 160 43 50 52 3 0 3 150
split_gain=0.00149222 0.00199198 0.00185838 0.00246124 0.00188247 0.00183458 0.00365673 0.00249236 0.0022617 0.00210771 0.00209709 0.00200611 0.00267811 0.00209942 0.00205653 0.00179726 0.00156693 0.00222093 0.00149296 0.00152601 0.00318203 0.00231988 0.0023114 0.00207414 0.00179066 0.00210488 0.00208799 0.00453002 0.00174683 0.00333092
threshold=0.16946000000000003 -0.11466499999999999 1.0000000180025095e-35 0.094835000000000017 1.0000000180025095e-35 -0.53104499999999988 -0.47860499999999995 0.095000000000000015 -0.17390999999999998 -0.20241999999999996 -0.43320999999999993 0.122185 0.11893500000000001 -0.0036699999999999992 -0.072819999999999982 0.10124500000000002 0.11312500000000002 0.10813000000000002 0.18141000000000002 0.12879500000000002 0.10374500000000002 0.091530000000000014 -0.079874999999999988 -0.12152999999999999 0.10030500000000002 0.10160000000000001 -0.10831999999999999 -0.082974999999999979 0.090900000000000009 0.086730000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3 -7 9 -9 -8 -11 12 13 -12 -13 16 17 18 19 20 21 23 -22 -15 25 26 -25 28 29 -28
right_child=-2 2 3 -5 -6 6 7 8 -10 10 11 14 -14 15 -16 -17 -18 -19 -20 -21 22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0022243280638291813 0.0038116708869506896 -0.0023207943203667151 -0.001086239664550178 0.0026182911706643191 -0.0038108417715471488 0.0034516497702648664 0.0020222247279316095 0.00070030207785660113 -0.0035868560509668352 -0.0038108509996314212 -0.0037149366900801591 0.003767263961061394 -0.0038120770664705275 0.0021429735404371935 0.00041575332754139249 -0.0029477420342138897 0.0034118537658496496 -0.0036523241536441492 -0.0038115054314010297 -0.0024039107121422917 -0.00064156347372993055 -0.0032628305899402915 0.0027867434659391396 0.0018160663577622502 0.0036441559803798104 -0.0038113230429945096 0.00026606204585303617 -0.0036075477928684107 0.0016113985696270018 -0.0038123844195259399
leaf_weight=0.0060583803406402117 0.0014405745184831167 0.0050423083107489211 0.0038178390525587256 0.0081896750365331172 0.0019837618872067244 0.0043581665115652859 0.0073247974463015444 0.0026851212877545549 0.0053394802166266686 0.0021580966808016902 0.0022664448726743549 0.0037376961525410488 0.0029212894964985017 0.0063107181139230297 0.0092046055360128776 0.0028851534070639664 0.0020384218803428658 0.0023097896921058228 0.001359646636785782 0.0030789776153028461 0.0038564504166060951 0.0031644236239856119 0.010999389056109976 0.0065937582386936663 0.0016945400548138414 0.0024058422401509452 0.015231292947483138 0.0057401001702359926 0.0080172622947429772 0.0035934331204998662
leaf_count=169 23 19 109 145 260 40 116 48 344 151 36 59 32 72 62 176 12 16 15 9 26 111 98 35 4 176 397 246 34 81
internal_value=0 -8.57449e-05 7.93228e-06 0.00144042 -0.000128255 -6.94913e-05 2.56818e-05 -0.000104246 -0.00215233 4.95068e-05 -9.56187e-05 -1.33079e-05 -0.000227356 -9.89368e-05 0.00138366 4.43787e-06 0.000115932 2.5576e-05 0.00014349 0.000219564 0.000339042 -9.96487e-05 0.00189678 0.000102212 -0.000195381 -0.00035185 -0.000139399 -0.000535133 0.000121896 -0.000512469
internal_weight=0 0.144367 0.138308 0.0120075 0.126301 0.124317 0.119275 0.114917 0.0080246 0.106892 0.0995673 0.0974092 0.0844669 0.0815456 0.0129423 0.0792792 0.076394 0.0743556 0.0720458 0.0706862 0.0676072 0.0527514 0.0148558 0.0495869 0.0432762 0.0415817 0.0391758 0.0325821 0.026842 0.0188247
internal_count=3121 3098 2929 254 2675 2415 2396 2356 392 1964 1848 1697 1576 1544 121 1508 1332 1320 1304 1289 1280 1156 124 1045 973 969 793 758 512 478
is_linear=0
shrinkage=0.00381041


Tree=719
num_leaves=31
num_cat=0
split_feature=1446 1425 4 133 52 482 1374 374 43 1 0 48 133 39 13 130 12 2 15 2 44 124 0 128 3 131 48 48 1374 15
split_gain=0.00145317 0.00142886 0.00177211 0.00180854 0.00205932 0.00161083 0.00161059 0.00162343 0.00186107 0.00226214 0.00542638 0.00216565 0.00217688 0.0024228 0.00209927 0.00185173 0.00200654 0.00196095 0.00251122 0.00172056 0.00228879 0.00206644 0.00178014 0.00240928 0.00230112 0.00255167 0.00218557 0.00181207 0.00334445 0.00224837
threshold=0.11581000000000001 1.0000000180025095e-35 0.50822500000000004 -0.25159999999999993 -0.52017999999999986 0.092250000000000013 0.093235000000000012 0.10215500000000001 0.15359500000000004 1.0000000180025095e-35 -0.084044999999999995 0.088965000000000002 0.084415000000000018 0.091820000000000013 -0.53104499999999988 -1.0000000180025095e-35 0.084290000000000018 0.097220000000000015 0.091475000000000015 0.13754500000000003 0.081805000000000017 -1.0000000180025095e-35 -0.10607499999999999 0.086435000000000012 -0.15121499999999996 0.098515000000000005 0.12879500000000002 0.094195000000000015 -0.094929999999999987 -0.11713499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 8 9 10 -6 12 14 -14 -12 -16 -17 18 -18 20 21 -11 26 24 -24 -26 27 28 -23 -30
right_child=-2 -3 -4 4 5 -7 -8 -9 -10 19 11 -13 13 -15 15 16 17 -19 -20 -21 -22 22 23 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0026163601594995562 -0.0035209451168878429 -0.003523150679206606 0.0024244114078560636 -0.0035205670820577322 -0.0030473257963244925 -0.003477769590827197 -0.0026872020451474232 -0.0035158194598367354 0.0021424731531408201 0.0022041507845708616 -0.0035231523798273426 0.0020527682126091637 -0.0033265082453918051 0.0016932444541600125 -0.0035213191519176635 0.0030110062596764202 -0.0035212891388454524 0.0023591486021494277 0.0025559507294184514 0.002264457422198819 -0.0027098409461370921 -0.0023891332600741951 0.0022319236749847532 -0.0035217617398872435 -0.001216090243168842 0.0023189739837604574 -0.0017394151226246895 0.0025923211529476149 -0.001335183117485224 0.0015589648264817076
leaf_weight=0.003283260986858493 0.0014726714072814664 0.001416255739403737 0.0037288209030350563 0.001994018663026508 0.0085982948577019089 0.0015537032398285069 0.0024678626505760795 0.0014516790994321118 0.0059891694993225988 0.0073275322580457205 0.0015020850114524338 0.0058999428484298724 0.0047808150145449693 0.0015870288484620687 0.001080750615958693 0.0048645568709986368 0.0026294169239662324 0.0026446417734504735 0.0012399066003929704 0.0060097905527811682 0.0029921431097363884 0.0040091191840474485 0.0042480761683805169 0.0028808117766558885 0.015533154171642142 0.0030226895613907337 0.0040671824972378081 0.006977959763389662 0.0039820931574467934 0.020199858901435167
leaf_count=181 43 78 159 163 658 92 44 4 44 135 2 52 253 8 35 28 133 61 47 100 33 13 51 67 360 30 16 43 29 159
internal_value=0 -5.48975e-06 3.09954e-05 -3.61992e-05 2.91992e-05 8.46978e-05 0.000128631 0.000184891 0.000228901 0.000130168 -0.000620431 0.000175141 -0.000369784 -0.00207546 0.000408182 0.000882142 0.00130039 2.29209e-05 -0.00157387 0.000451907 0.000307131 0.000432078 0.000232067 -0.000488396 -0.000105192 -0.000640239 0.000703695 0.000986232 0.000588687 0.00108238
internal_weight=0 0.137963 0.136546 0.132818 0.129534 0.12754 0.125987 0.123519 0.122067 0.116078 0.0348274 0.0262291 0.0203292 0.00636784 0.0139614 0.0124593 0.0113785 0.00651397 0.00386932 0.0812504 0.0752406 0.0722485 0.0649209 0.0256847 0.0228039 0.0185558 0.0392362 0.035169 0.0281911 0.024182
internal_count=3121 3078 3000 2841 2660 2497 2405 2361 2357 2313 1277 619 567 261 306 304 269 241 180 1036 936 903 768 508 441 390 260 244 201 188
is_linear=0
shrinkage=0.00352023


Tree=720
num_leaves=31
num_cat=0
split_feature=31 147 1348 14 1456 2 123 1 1447 13 13 160 0 43 0 43 1212 49 4 160 13 43 2 15 2 453 12 3 16 4
split_gain=0.00141349 0.0013632 0.00174975 0.00215963 0.00167646 0.0016325 0.00199987 0.00259985 0.00201683 0.00214364 0.00288314 0.00197616 0.00305983 0.0020165 0.00249518 0.00248456 0.00224795 0.00232904 0.00177196 0.00198549 0.00214677 0.001811 0.00173077 0.00187722 0.00164383 0.00162159 0.00175928 0.00144221 0.00219148 0.00210227
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.084895000000000012 0.078320000000000015 -1.0000000180025095e-35 0.088850000000000012 0.083855000000000013 0.084785000000000013 -1.0000000180025095e-35 -0.53104499999999988 -0.39067499999999994 0.083670000000000008 -0.13455999999999999 -0.074359999999999996 -0.033209999999999996 -0.076124999999999984 -0.50120999999999993 -0.028954999999999998 -0.14098499999999997 -1.0000000180025095e-35 -0.083764999999999992 -0.17390999999999998 0.091185000000000002 0.091475000000000015 0.12358500000000001 0.082930000000000018 0.092355000000000007 -0.0069549999999999994 0.042200000000000008 -0.49013999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 11 8 -8 -7 -10 -11 12 -6 15 16 18 -15 -18 -14 -20 -21 -22 -12 25 -25 26 27 29 -29 -24
right_child=1 2 -4 -5 5 6 7 -9 9 10 22 -13 13 14 -16 -17 17 -19 19 20 21 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=0.003812002204790462 -0.003512442228159024 -0.0027094498914602872 0.0028612299748591321 -0.0031356172054145294 0.0023410812369414375 -0.0038111079576393253 -0.00098588352431550627 0.0038109085366931639 -0.0023069933321789235 0.0030779169419329604 0.0018189628387087662 -0.0031049204977060454 0.0037814035054421322 0.0028249498098592966 0.0018394106662631381 0.003782734773096165 0.0019245195595544197 -0.0037546849467237956 -0.0029928491321855014 0.0032278474265149625 8.9462042938595908e-05 -0.0035855284718302361 -0.0012033724648151994 -0.0038119990044259105 3.5430492168931198e-05 -0.0029518136616735768 -0.001464774211912467 0.00066060823781436372 -0.0027299041256332443 0.002257221003514419
leaf_weight=0.0013651711458919627 0.0016638715663930262 0.0032936604473832167 0.0029469226038258958 0.003332702211054083 0.0055741564938216462 0.0017888166441526457 0.002427566054734597 0.0050603325222482454 0.0043196016310957921 0.0055967629620283779 0.0082998999945260721 0.0039494902750725194 0.0013564073612997154 0.0010201199033446082 0.0022273801104688582 0.0022848307521741154 0.0011841032067962951 0.0091512324928189059 0.0043031383455698338 0.002423504716972503 0.0087887834328341814 0.0025009521577956653 0.0031760486172060952 0.0033786679693363899 0.0030841393371474624 0.0022032399288036677 0.0061634267189631933 0.014060820181839528 0.0034463191378506499 0.012905122386356993
leaf_count=86 22 268 53 87 36 84 20 128 12 73 156 103 7 19 46 10 23 636 212 19 53 118 21 168 29 22 298 81 45 186
internal_value=0 -8.5272e-05 -4.14911e-05 -0.000108687 -2.73125e-05 4.58929e-05 0.000386225 0.0022558 0.000181627 0.000288814 0.000468753 -0.00053124 -0.000282194 -0.00069713 -0.00184809 2.47081e-05 -0.0025714 -0.00310403 -0.000418514 -0.000734716 -2.61258e-05 -0.000724638 0.000211288 -6.43043e-05 -0.00197595 0.000230169 0.00040653 0.000749913 -6.82163e-06 0.00157375
internal_weight=0 0.131912 0.130248 0.127301 0.123969 0.120675 0.0759108 0.0074879 0.0684229 0.066634 0.0623144 0.0447641 0.0408146 0.0352405 0.0135828 0.0216576 0.0113555 0.0103353 0.0193728 0.0180164 0.0137132 0.0112897 0.0567177 0.0484178 0.00646281 0.041955 0.0397517 0.0335883 0.0175071 0.0160812
internal_count=3121 3035 3013 2960 2873 2605 1323 148 1175 1091 1079 1282 1179 1143 724 419 678 659 409 402 190 171 1006 850 197 653 631 333 126 207
is_linear=0
shrinkage=0.00381041


Tree=721
num_leaves=31
num_cat=0
split_feature=1 0 47 4 3 128 50 1375 52 160 4 16 2 3 48 159 50 47 12 4 12 12 151 156 1 16 4 52 15 42
split_gain=0.00895097 0.00988544 0.009513 0.0122877 0.00784584 0.00782364 0.00762669 0.00858609 0.00824672 0.00852078 0.0070945 0.0107591 0.00860572 0.00762778 0.00630493 0.00580419 0.00847713 0.00585674 0.00865733 0.00721768 0.00505339 0.0077605 0.00490858 0.00481968 0.00553076 0.00421951 0.00412679 0.00642103 0.00345077 0.0033563
threshold=0.090405000000000013 -0.060129999999999996 0.087885000000000019 -0.17966999999999997 0.084940000000000015 0.089290000000000022 0.11610000000000001 -0.43996499999999994 -0.24456499999999998 -0.40698999999999991 -0.49405499999999997 0.38525000000000004 0.10731 -0.116045 -0.089099999999999999 -1.0000000180025095e-35 0.089280000000000012 0.13148500000000005 0.10345000000000001 0.24564500000000003 0.088615000000000013 0.088305000000000008 -0.40381499999999992 0.11896500000000002 0.093575000000000019 -0.095564999999999983 0.033845000000000007 1.0000000180025095e-35 -0.14147499999999996 -0.22961999999999996
decision_type=2 2 2 2 2 2 2 2 2 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 20 6 7 -5 -9 -10 11 -3 -12 -14 -11 -4 17 18 19 -17 21 26 -16 24 -24 -6 -1 -28 -21 -26
right_child=2 10 15 5 25 -7 -8 8 9 14 12 -13 13 -15 22 16 -18 -19 -20 28 -22 -23 23 -25 29 -27 27 -29 -30 -31
leaf_value=-0.0010651274643981078 -0.0011809654194187256 -0.0013266426554110558 -0.0013050513793845188 -0.00071350781539251625 0.00052627209416573591 -0.0012123446880288112 -0.00094181501643485807 -0.00048902264203019982 -0.0012802056768208643 -0.00028399075274216203 0.00082136739858042966 0.00075690239208215 0.00043985278554079974 -0.0015788665976991844 -0.00063294712497900525 -0.001031499289380577 0.0013504085754378727 -0.0010596143744413039 0.0012500314960797343 0.00076816341371059409 -0.0014903024604629752 0.0010669814346686789 0.00047127035147741058 -0.00028411966859551418 8.7047174484685647e-05 -0.00047373330877761605 0.00049679486063137622 -0.0015775864735212768 -0.00033418708071852892 0.0014723124566600626
leaf_weight=0.040580690075046277 0.011795318431950363 0.016621450553202521 0.011317919776274721 0.010802234277434763 0.019854554024277604 0.0064701461659524276 0.0079982325469245552 0.012209117719066853 0.0044206979400200899 0.0094847251889405015 0.04204924954501621 0.0097960307903122157 0.010427774759591557 0.0084080382557658595 0.0041172352921421398 0.02036278285163462 0.0089348690830775013 0.018010186481660639 0.010718311021264526 0.013698960650799563 0.021739861563872864 0.0061958305933558213 0.020422124590481872 0.0057307588081130225 0.0046187166153686112 0.02225566902779974 0.011971914123819261 0.0053779391828356884 0.014576613175449893 0.074653974450825444
leaf_count=810 106 71 60 6 20 49 49 24 36 22 53 6 8 99 13 83 31 28 14 27 740 44 79 8 6 37 48 64 15 465
internal_value=0 -0.000280703 0.000150274 0.000372668 -0.000559811 0.000486542 0.000557708 0.000639597 0.000747344 0.000869621 0.000128442 -0.00055403 0.000424561 -0.000461275 0.000949466 -0.000243218 -0.000103965 -0.000271926 -3.29238e-05 -0.000315645 -0.000833253 -0.000610503 0.00105626 0.00112223 0.00120308 -2.24064e-06 -0.000789915 -0.000146202 0.00019988 0.0013916
internal_weight=0 0.215279 0.270343 0.172723 0.127976 0.160928 0.154458 0.14646 0.135657 0.123448 0.0873025 0.0264175 0.0608851 0.0188358 0.119028 0.0976196 0.0863017 0.0773669 0.0593567 0.0486384 0.0858662 0.0641264 0.109543 0.105426 0.0996948 0.0421102 0.0579305 0.0173499 0.0282756 0.0792727
internal_count=3121 2000 1121 863 1763 757 708 659 653 629 237 77 160 107 593 258 198 167 139 125 1706 966 571 558 550 57 922 112 42 471
is_linear=0
shrinkage=0.00157699


Tree=722
num_leaves=31
num_cat=0
split_feature=39 42 2 147 1348 14 123 133 484 51 1365 15 155 38 3 51 401 130 150 1 52 52 52 4 42 0 52 42 3 52
split_gain=0.00135537 0.00169723 0.0016309 0.0014482 0.00157552 0.00239565 0.00206421 0.00220345 0.00196135 0.00191434 0.00158632 0.00147886 0.00157498 0.00147914 0.00207172 0.00173904 0.00147197 0.00144766 0.00147257 0.00176933 0.0026721 0.00227097 0.00218457 0.00402526 0.00208141 0.00272979 0.00329089 0.00244918 0.00298464 0.0022546
threshold=0.16946000000000003 -0.26584999999999998 0.17025000000000004 -1.0000000180025095e-35 0.093335000000000015 0.085220000000000004 1.0000000180025095e-35 -1.0000000180025095e-35 -0.0068949999999999992 0.14842000000000002 0.085235000000000019 -0.47006499999999996 0.088610000000000008 0.12566000000000002 0.30112000000000005 0.14431500000000003 0.10076500000000001 -0.23647499999999996 0.15024000000000001 0.10956 0.11434500000000002 0.40674500000000008 0.10744000000000002 -0.49405499999999997 0.091735000000000025 -0.0058249999999999994 -0.10925999999999998 0.090310000000000015 0.090900000000000009 -0.096999999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 8 -8 9 -5 11 -10 13 14 15 16 17 -13 19 20 22 -22 23 -19 25 26 -25 28 29 -28
right_child=-2 2 -4 4 -6 -7 7 -9 10 -11 -12 12 -14 -15 -16 -17 -18 18 -20 -21 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0033180196495034061 0.0033182095847726452 -0.0033180161984093094 0.0032881430885086313 -0.0029564213956634654 0.0033182566552579936 -0.0033180480127618685 -0.0018544318067995056 0.0021874246603464042 0.0033176183768388692 0.0014462639143447476 -0.003048379967506655 -0.0033191524342760835 -0.0033176831391215147 -0.003146819448137256 0.0033177242561320285 -0.003318742871073341 -0.0033174671427944431 -0.0033187463790667593 -0.0033215127751805018 0.0010987129480732353 -0.0033185354874970931 0.0011532382675786752 0.0031876546059190071 -0.0033177951259597679 -0.0023017259214844479 0.0020588537818301694 0.0032402700490254815 0.0028248155880670313 0.0016186167561736916 -0.00071686558015436705
leaf_weight=0.0017486848282715064 0.0013106339948478754 0.0014927330343539316 0.0016116300861881419 0.004768154348695929 0.0015264121615814466 0.0024530169105219093 0.0018182275894105268 0.008077921372652952 0.0014804173461442352 0.0014075419572989745 0.0018804067015594219 0.0013273103514421783 0.0015708263265956637 0.001587062358566981 0.0021292911870318667 0.0016968779437647177 0.0013910718181016071 0.0036652114034722979 0.0013100043111080586 0.019737067868163649 0.0045525300916668945 0.0017224799949673297 0.0025468143207945096 0.0029265351375542528 0.0032776471129167808 0.009282337323327311 0.0016838859686458809 0.0038981171943248674 0.010063337896099256 0.026800827308548478
leaf_count=18 23 20 54 452 19 48 28 206 56 27 28 15 165 10 53 39 149 40 2 133 150 106 39 134 182 41 12 31 47 794
internal_value=0 -7.21496e-05 -2.76967e-05 -7.00837e-05 -3.1167e-05 -7.27143e-05 -6.70494e-06 0.00144481 -0.000136458 -0.00195298 -2.9137e-05 2.61715e-05 -2.19925e-05 2.99858e-05 8.14267e-05 9.55694e-06 6.95209e-05 0.000120295 0.000170206 0.000220942 -2.50776e-05 -0.00209104 0.000177027 5.25502e-05 0.000265841 0.000419817 8.45037e-05 0.000319082 6.56931e-05 -0.000482938
internal_weight=0 0.129434 0.127686 0.126074 0.124581 0.123055 0.120602 0.00989615 0.110706 0.0061757 0.10453 0.10265 0.101169 0.0995984 0.0980113 0.0958821 0.0941852 0.0927941 0.0914668 0.0901568 0.0704197 0.00627501 0.0641447 0.0615979 0.0579327 0.054655 0.0453727 0.0424462 0.0385481 0.0284847
internal_count=3121 3098 3080 3026 3006 2987 2939 234 2705 479 2226 2198 2142 1977 1967 1914 1875 1726 1711 1709 1576 256 1320 1281 1241 1059 1018 884 853 806
is_linear=0
shrinkage=0.00331719


Tree=723
num_leaves=31
num_cat=0
split_feature=31 45 1374 2 41 2 457 159 403 50 1374 51 160 2 130 52 4 128 1213 1446 123 13 13 2 2 15 3 49 12 1
split_gain=0.00130501 0.00124218 0.00130685 0.00136135 0.00195747 0.00173288 0.00202449 0.00177454 0.00174614 0.00161183 0.00165437 0.00223161 0.00193672 0.00170888 0.00157805 0.00174002 0.00177255 0.0017904 0.00184774 0.00152927 0.00168441 0.00215765 0.00211624 0.00199218 0.00275345 0.00246797 0.00228241 0.00194229 0.00215337 0.00162304
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.10637000000000001 0.098260000000000014 0.078475000000000017 -0.13033999999999998 -0.065884999999999985 0.10395500000000001 -0.092474999999999988 0.10124500000000002 -0.094929999999999987 0.067785000000000012 -0.090969999999999981 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.43320999999999993 -0.49405499999999997 0.11596500000000001 -0.082704999999999987 0.093870000000000009 1.0000000180025095e-35 -0.53104499999999988 -0.39067499999999994 0.11215000000000001 0.113445 0.050935000000000008 0.12178000000000001 0.079765000000000016 0.099815000000000015 0.12577000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7 8 -8 10 -10 12 -12 -14 -15 -16 -17 18 -18 20 21 -5 -23 25 -25 -24 27 28 -26 -30
right_child=1 2 -4 19 -6 6 7 -9 9 -11 11 -13 13 14 15 16 17 -19 -20 -21 -22 22 23 24 26 -27 -28 -29 29 -31
leaf_value=0.0033849097469930505 0.0033841645983726204 0.0022944610049050545 -0.0030792185769076539 -0.0027369637819138481 -0.0027475192926437052 -0.0030567187872236569 -0.0033837702033260955 -0.0033755053262542033 -0.0020839586547233085 -0.0033837901990499838 -0.0027398258834750826 0.0017368922834790192 -0.003302929659065452 -0.001614656075786242 -0.0033840682260098732 -0.0020293401787616324 -0.0033838292733908812 -0.0033854760922841722 0.0011921347193860749 -0.0033841583814417861 0.0022757670295009522 0.0026414235374615843 0.0017201331969505416 -0.0030110957649573779 0.0029723950484620764 -0.0033841243301522515 -0.0012321216283226123 -0.0017265848952596646 -0.0031434600012265538 0.0024101886694845283
leaf_weight=0.0012621769999014978 0.0011784444252498352 0.0029748073029054458 0.0016697424913445493 0.0026121472810700644 0.0037323162661380129 0.0030090575340082628 0.0018108329865889053 0.0019694017841409553 0.0037639704542584687 0.0015774261834486927 0.0029320490863966589 0.0093581678240219901 0.001615512772332294 0.0045949645294527377 0.0012743418837217737 0.00261484538140165 0.0010473431801933933 0.0010901286182001249 0.028504302232878601 0.0012114676192105369 0.0052375345711084256 0.0044325373931144432 0.011467685761466839 0.0039341198433930904 0.0059676785978410862 0.0011977306561306031 0.0082595976202810562 0.0021540353954350175 0.0014193760932386112 0.0010466965969726516
leaf_count=86 23 69 25 9 82 151 293 115 42 162 150 119 22 153 78 20 131 26 463 45 137 70 262 25 69 56 43 99 71 25
internal_value=0 -7.30691e-05 -0.000106333 -6.52441e-05 -0.000361636 -0.000230946 -0.000346236 -0.000215012 -0.000111591 -1.00828e-05 8.36177e-05 0.000237463 -8.38278e-05 0.000107317 0.000248126 0.000496003 0.000644681 0.000872872 0.00102996 0.000370009 0.000465298 0.000242138 0.000437273 0.00016165 -0.000436437 0.00123744 0.000100986 0.00114095 0.00187334 -0.000786277
internal_weight=0 0.123658 0.12248 0.12081 0.0718695 0.0681372 0.0651623 0.0621533 0.0601839 0.0583731 0.0567956 0.0530317 0.0436735 0.0407414 0.0391259 0.034531 0.0332566 0.0306418 0.0295516 0.0489406 0.0477291 0.0424916 0.0398795 0.0354469 0.0227815 0.0126654 0.0188474 0.0105878 0.00843375 0.00246607
internal_count=3121 3035 3012 2987 2076 1994 1925 1774 1659 1366 1204 1162 1043 893 871 718 640 620 594 911 866 729 720 650 332 318 307 264 165 96
is_linear=0
shrinkage=0.00338353


Tree=724
num_leaves=31
num_cat=0
split_feature=15 50 474 150 151 1373 1375 1 52 11 0 49 403 475 52 43 4 3 456 159 133 155 146 150 160 151 16 16 40 2
split_gain=0.00722085 0.00783405 0.00671821 0.00664048 0.00795195 0.00843424 0.00774013 0.00921922 0.00820751 0.00712631 0.00699825 0.00857941 0.00633801 0.00784439 0.00602537 0.00583051 0.010669 0.00564235 0.00547527 0.0049281 0.00510958 0.00529842 0.00522416 0.00563396 0.00845308 0.00718744 0.00664236 0.00714586 0.00661977 0.00600549
threshold=-0.24436499999999997 0.11843500000000001 -1.0000000180025095e-35 0.081835000000000019 0.10280000000000002 0.09586500000000002 -0.43996499999999994 0.093205000000000024 -0.088204999999999992 0.081790000000000015 -0.0058249999999999994 0.0034800000000000005 -1.0000000180025095e-35 -0.086424999999999988 -0.067494999999999986 -0.52440999999999993 -0.49405499999999997 -0.116045 0.087015000000000023 0.099035000000000026 -0.25159999999999993 0.083555000000000004 0.085195000000000007 -0.084634999999999988 -0.089744999999999978 -0.0096649999999999982 -0.50992999999999988 -0.29154999999999992 0.064905000000000018 -0.020134999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 9 5 6 -5 8 -8 10 12 15 13 -2 -10 -12 -17 -16 19 20 -14 22 23 -22 28 -26 -27 -28 -25 -29
right_child=3 -3 -4 4 -6 -7 7 -9 14 -11 11 -13 18 -15 17 16 -18 -19 -20 -21 21 -23 -24 24 25 26 27 29 -30 -31
leaf_value=-0.0013490282402540015 0.0012578292556545848 -0.00071816833326245077 0.0010597411509174052 -0.00047916630977801026 -0.0012051874025468924 -0.0012707283051556653 -0.0010745607188834198 0.0010948583874844982 0.001125689814109955 -0.0010244783277476423 0.0012782132259485436 0.001259989039310253 -0.0013464334317206434 -0.0013462920018755293 0.00093015161458017488 -0.0010327526824750418 0.00033208579292225523 -0.00099956412321366896 -0.0009330765455835122 -0.0011727463364547377 0.00078240935464845033 -0.0013467751523662083 -0.0013471876564588217 -0.0013325456069081026 -0.0013467006490840404 0.0011446997015335427 -0.0010391301789138268 -0.0013464339463719536 0.0013473037576798351 0.00021931733010587364
leaf_weight=0.0022819938603788606 0.002412985108094289 0.0070816571451359769 0.025954262536970418 0.013787064711323183 0.006552391229888598 0.005570352889435525 0.0080358752832125901 0.035996538068388872 0.012874829751126526 0.017232446054322281 0.0058764547429746008 0.012489523236126843 0.0055059025040975476 0.015927033775199106 0.00461264805699102 0.015974383823163407 0.029603971608821666 0.0067788832287476453 0.016037198075650849 0.0076442005023125139 0.017165026820009643 0.0053655752984980145 0.0049773477401231494 0.01307766314721448 0.0061436519479229892 0.010977135466873733 0.0099871138072558097 0.0046389960843953295 0.0019142668024869644 0.10225784338950916
leaf_count=1 6 21 231 9 45 15 30 186 18 128 3 34 150 696 9 65 57 85 119 144 55 93 14 203 44 23 27 23 3 584
internal_value=0 0.000547612 0.00086507 -8.73128e-05 0.000225055 0.000331967 0.000440726 0.000626419 0.000104406 -0.000183731 -0.000133421 0.000259311 -0.000245517 -0.00100367 0.000494825 1.64189e-05 -0.000146265 -0.000218185 -0.000177918 -0.000114062 -6.95983e-05 -2.97685e-05 1.15224e-05 5.22224e-05 -3.18981e-05 7.53314e-05 0.000143659 4.96467e-05 -0.000990365 0.000151369
internal_weight=0 0.0353179 0.0282363 0.399417 0.0942086 0.0876562 0.0820858 0.0682988 0.0323022 0.305209 0.287976 0.0639443 0.224032 0.01834 0.0242664 0.0514548 0.0455784 0.0113915 0.205692 0.189655 0.182011 0.176505 0.171139 0.166162 0.148997 0.134005 0.127861 0.116884 0.0149919 0.106897
internal_count=3121 253 232 2868 397 352 337 328 142 2471 2343 159 2184 702 112 125 122 94 1482 1363 1219 1069 976 962 907 701 657 634 206 607
is_linear=0
shrinkage=0.00134594


Tree=725
num_leaves=31
num_cat=0
split_feature=1 158 51 42 151 474 42 13 52 0 12 376 157 132 2 4 4 47 128 1375 50 48 151 156 1373 12 12 0 15 16
split_gain=0.00130614 0.00182395 0.00182713 0.00186117 0.00201701 0.00217494 0.00191522 0.00285946 0.00213672 0.0024859 0.00198561 0.00179923 0.00195461 0.00171733 0.00150842 0.00144233 0.00133548 0.00192531 0.00236209 0.00215549 0.00214376 0.00157152 0.00153283 0.00150561 0.00148909 0.00140683 0.00147022 0.00157518 0.00209901 0.00123693
threshold=0.090405000000000013 0.084765000000000021 0.08955500000000001 -1.0000000180025095e-35 -0.090369999999999992 0.087745000000000017 0.091735000000000025 0.41383500000000001 0.11434500000000002 -0.077999999999999986 0.088615000000000013 0.091135000000000008 -0.07928499999999998 0.080640000000000017 0.14753000000000002 -0.46376499999999993 -0.064054999999999987 0.087885000000000019 0.086435000000000012 -0.43996499999999994 0.11610000000000001 0.14093000000000003 0.10561000000000002 0.11896500000000002 0.086880000000000013 0.10345000000000001 0.092355000000000007 -0.20211999999999997 -0.12255999999999999 -0.082779999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 11 -5 6 8 -8 9 10 29 12 -1 14 16 -11 21 18 19 -18 22 -2 23 24 -21 26 27 -19 -29 -6
right_child=13 -3 -4 4 5 -7 7 -9 -10 15 -12 -13 -14 -15 -16 -17 17 25 -20 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.001556353198483568 -0.0017550575691011859 -0.0031265105472458843 -0.0023258918378821053 -0.0022438567330710165 0.00147845612732888 -0.0031262492059389337 -0.0028597197718183138 0.0031290431539658893 -0.0020397694129430078 0.00030887672169090054 -0.0018250580284607909 0.0020711930364030943 -0.0031264881738525888 0.0019888020349535353 0.0024102344766821753 0.0027064299907466017 -0.0015727883961775613 -0.0023289231505091291 -0.0031274542453913635 0.0020364070573838668 -0.0025964267646602095 0.0019935424817650949 -0.0016082549258350613 -0.0011306727835237865 -0.0016633282362257024 0.0011714645038473439 -0.0029565036605617039 0.0025320192668009203 -0.00074253097640424872 -0.00034053741078359699
leaf_weight=0.001061639799431191 0.0068878555375846418 0.0022765594879725617 0.0039169709632194119 0.0032216332538439465 0.0090269340476680712 0.0017047789431430252 0.0033472667861804686 0.0010153228649869561 0.0025088450666856934 0.0033762947533091401 0.0036522043177029664 0.0010984955592903134 0.0048482094710848847 0.0051864840444011398 0.002676607170855049 0.0089528572539165976 0.0030933573227684965 0.003445014663611798 0.0015017186307204602 0.020001641925787794 0.0013841890494461486 0.0012988111024583304 0.0015481780020110128 0.0018101314173577512 0.0011226267518509294 0.0037458398964531616 0.0029339561256378479 0.0026058224566440904 0.0071910779676045465 0.0061355669883038652
leaf_count=21 263 208 207 97 130 125 230 1 71 28 51 5 570 111 83 48 6 28 15 358 24 9 30 7 13 30 63 24 57 208
internal_value=0 -0.000385895 -0.000270069 -0.000108856 0.000134904 0.000327842 0.000482739 -0.00146593 0.000735356 0.000958911 0.000244014 -0.00160243 -0.00228527 0.000261734 0.000115483 0.00204987 1.06146e-05 0.00020088 0.000695032 0.000893246 0.00118815 -0.00116034 0.00140213 0.00160534 0.00183979 -0.000554717 -0.000954448 -0.000510861 0.000128448 0.000742393
internal_weight=0 0.0561436 0.053867 0.04995 0.0429417 0.0397201 0.0380153 0.00436259 0.0336527 0.0311439 0.0188147 0.00700834 0.00590985 0.0664333 0.0612468 0.0123292 0.0585702 0.0503836 0.0304618 0.0289601 0.0258668 0.00818667 0.0244826 0.0229344 0.0211243 0.0199217 0.0161759 0.0132419 0.0097969 0.0151625
internal_count=3121 2000 1792 1585 989 892 767 231 536 465 389 596 591 1121 1010 76 927 655 453 438 432 272 408 378 371 202 172 109 81 338
is_linear=0
shrinkage=0.00312586


Tree=726
num_leaves=31
num_cat=0
split_feature=453 4 11 150 160 133 1452 148 1213 1373 51 4 47 47 128 43 43 52 13 52 2 160 13 4 1 0 16 16 15 1
split_gain=0.00125586 0.00154904 0.00214574 0.00149338 0.00249093 0.0021124 0.00179705 0.0016908 0.00142797 0.00141581 0.00169024 0.00241632 0.00163006 0.00215025 0.00218412 0.00145977 0.00300233 0.00223387 0.00197133 0.00205894 0.0028921 0.00274006 0.00215784 0.00176919 0.00155206 0.00261911 0.00138106 0.00129184 0.00126471 0.00175152
threshold=0.10218000000000001 0.27287000000000006 0.081790000000000015 -0.22665999999999997 -0.091944999999999985 -0.030254999999999994 1.0000000180025095e-35 0.10530000000000002 -0.082704999999999987 0.099250000000000019 0.091630000000000003 0.033845000000000007 0.13206500000000002 0.11312500000000002 0.086435000000000012 -0.075574999999999989 -0.0037449999999999996 -0.16675999999999999 0.14871000000000004 -0.088204999999999992 0.10672500000000001 0.10210000000000001 -0.53104499999999988 -1.0000000180025095e-35 1.0000000180025095e-35 -0.084044999999999995 -0.29154999999999992 -0.067914999999999989 -0.090344999999999995 0.111945
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 8 -6 10 12 27 13 14 15 17 -17 -10 19 20 -18 22 -21 -24 25 -19 -25 -12 29 -3
right_child=-2 28 -4 4 6 -7 -8 -9 9 -11 11 -13 -14 -15 -16 16 18 24 -20 21 -22 -23 23 26 -26 -27 -28 -29 -30 -31
leaf_value=0.0024765429327974677 -0.0027867685630348412 -0.00081506253215022056 -0.0028351228546587863 0.0016121411816769811 -0.0035204617313270153 -0.0031467261121838571 -0.003521056509321125 -0.0035216698247261024 -0.002689594312718032 -0.0031151784627135412 0.0032749688762249017 -0.0025519483338844913 -0.0023856517516958396 0.0027414146931574622 -0.0035212334140687662 -0.0030168037836845389 -0.0030789759941501674 -0.0035204768855350865 -0.0035227638521308025 -0.0018907811647337184 0.0026184881637084535 -0.0035212352368653123 0.0021951787930926826 0.0020770721697124773 0.00238180778224131 0.0010831825322321982 -0.0007304940606134492 0.00035395281314336892 0.0035075581067160974 0.001892415213481248
leaf_weight=0.0028270354955566282 0.002023857639983361 0.0055057081654865669 0.0035386098459326823 0.0014634549852274858 0.0012735513311152849 0.0054996371483788655 0.001720918232830825 0.0015582099363200532 0.0019830296210159295 0.0015339811579764264 0.0059217458421940714 0.0014556930896105777 0.0031073773888010683 0.0039530138522678717 0.0020360012671680741 0.0042692278459597324 0.004282776712944524 0.0017803049024269759 0.0017583754815859711 0.0028557466583833948 0.0014875263266276306 0.0017802386501273295 0.013171137075659076 0.0032740376291258144 0.0085027832832480499 0.010953414428382048 0.0064455288755880386 0.0027463631343955788 0.0022708715548560585 0.0064060721432426249
leaf_count=14 18 52 127 45 256 346 133 12 100 19 90 12 17 46 125 375 78 183 4 7 30 16 259 18 163 139 79 69 67 222
internal_value=0 1.04554e-05 -0.000142267 -4.4675e-05 -0.000119849 -0.00214654 4.07869e-05 0.000111954 0.000178903 0.000235462 0.000298324 0.00164471 0.00010806 0.000221128 6.68586e-05 0.000183662 -0.000229589 0.000883544 0.000109853 0.000301687 -0.00161023 0.000702473 0.000994522 0.00135448 0.0012172 0.000439544 0.000215235 0.00234949 0.00109998 0.000641
internal_weight=0 0.115362 0.10118 0.0976411 0.0948141 0.00696309 0.087851 0.0861301 0.0845719 0.0832983 0.0817643 0.0101238 0.0716405 0.0685331 0.0645801 0.0625441 0.0393246 0.0232195 0.0350554 0.033297 0.0057703 0.0275267 0.0257465 0.0228907 0.0212365 0.0127337 0.00971957 0.00866811 0.0141827 0.0119118
internal_count=3121 3103 2762 2635 2621 391 2230 2097 2085 1829 1810 171 1639 1622 1576 1451 866 585 491 487 108 379 363 356 485 322 97 159 341 274
is_linear=0
shrinkage=0.00352023


Tree=727
num_leaves=31
num_cat=0
split_feature=39 42 2 147 14 12 43 43 1 16 48 147 50 12 47 1 457 50 4 4 16 13 13 13 15 43 11 13 48 52
split_gain=0.00124444 0.00141857 0.0013089 0.00126007 0.00130026 0.00162024 0.00245659 0.00215084 0.00190925 0.00205418 0.00163865 0.00219523 0.00162268 0.00162585 0.00166767 0.00179199 0.00158152 0.00153139 0.0015144 0.00216469 0.00220329 0.00150275 0.00151018 0.00148775 0.00144962 0.00137576 0.00129607 0.0012779 0.00121051 0.00117713
threshold=0.16946000000000003 -0.26584999999999998 0.17025000000000004 -1.0000000180025095e-35 0.076175000000000007 0.084100000000000022 -0.04890499999999999 -1.0000000180025095e-35 1.0000000180025095e-35 0.24134000000000003 -0.09386499999999999 1.0000000180025095e-35 0.10647500000000001 0.085635000000000003 0.13148500000000005 0.13075500000000004 0.083995000000000014 0.10030500000000002 0.24564500000000003 -0.084134999999999988 -0.51370499999999997 -0.49353499999999995 -0.47860499999999995 -1.0000000180025095e-35 0.088345000000000021 -0.090299999999999991 0.08765000000000002 -0.11122999999999998 0.091545000000000015 -0.07167999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 25 -9 29 13 -7 15 16 17 18 19 21 -21 -15 -23 26 28 -5 27 -20 -24 -12
right_child=-2 2 -4 4 -6 12 7 10 -10 -11 11 -13 -14 14 -16 -17 -18 -19 23 20 -22 22 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0031890545644936226 0.0031893837384207348 -0.0031890746413893254 0.003156121641525754 -0.0023662432982740002 -0.0020016577678343864 -0.0028486112759109287 -0.0025742018100480706 -0.0025108688732295194 0.0025643415619420887 0.0031683770633177599 -0.00062294746181850715 0.0031889153443752185 -0.0031887848217354966 -0.0031904686363994068 -0.0031896154619090304 0.002582124939195048 0.0016920944956407388 0.0026988373171794719 0.0031438672979037055 0.001304339692375403 -0.0025934570672727004 0.0031896493844001854 -0.0016302059433580742 0.0029915756249225323 0.0018073993656955018 0.0015923544571906714 -0.002552224750233565 -0.00078103665200368654 0.0016841922081484335 0.00057568805921361414
leaf_weight=0.0014615625938176882 0.001204709430339789 0.0012969150083961259 0.0012976444264012335 0.0027198697771382285 0.0032863023298261842 0.0023779069507714459 0.0030210495063371914 0.0021309006936007782 0.0080520336561136219 0.0016336652392965334 0.012762043396065792 0.0026036779145783831 0.0020508577810982578 0.0013783055192106994 0.0017407099591935085 0.0025534107468274661 0.004070384089743583 0.0015280902936751764 0.0014716961668455042 0.0017486298638118474 0.0093956713077379059 0.0016149798175320038 0.0053580715590335511 0.0020717960774163649 0.0027504408880965059 0.001328361384214106 0.0016347359796782257 0.0019749650380163075 0.0014163225405354751 0.023977395494462428
leaf_count=18 23 20 54 47 97 226 103 24 227 4 120 50 233 4 17 20 53 25 14 12 1014 5 262 17 40 77 11 38 6 260
internal_value=0 -6.87266e-05 -2.69812e-05 -6.52449e-05 -2.72584e-05 3.55134e-05 0.000386967 2.31289e-05 0.00156573 0.000150551 0.000212324 0.000359817 -0.00041788 -0.000285987 -0.000136296 9.86981e-08 -0.000180957 -0.000416676 -0.000571169 -0.000959789 -0.00198186 -4.98858e-05 0.000338692 0.000714369 -0.000144701 -0.00106729 -0.000214098 0.000894865 -0.000937265 0.000159322
internal_weight=0 0.110708 0.109247 0.107949 0.106652 0.103366 0.058229 0.0444951 0.0137339 0.0056819 0.041474 0.0393431 0.045137 0.0430861 0.0407082 0.0389675 0.0364141 0.0323437 0.0308156 0.0236624 0.0111443 0.0125181 0.0111398 0.00715319 0.00952483 0.00404823 0.0050814 0.00344666 0.00677439 0.0367394
internal_count=3121 3098 3080 3026 3006 2909 912 557 355 128 454 430 1997 1764 1538 1521 1501 1448 1423 1343 1026 317 313 80 308 124 63 52 268 380
is_linear=0
shrinkage=0.00318838


Tree=728
num_leaves=31
num_cat=0
split_feature=31 39 42 2 457 2 15 484 14 40 0 0 13 13 15 1 48 14 159 49 1375 47 3 13 13 43 4 52 3 12
split_gain=0.00116543 0.00111718 0.00125804 0.00119312 0.00120307 0.00208084 0.00236057 0.00161277 0.00146458 0.00135798 0.00128858 0.00391638 0.00203296 0.00212701 0.00219233 0.0019352 0.00215857 0.00213599 0.00175677 0.00196355 0.0017541 0.00182455 0.00170206 0.00166485 0.00171587 0.00155514 0.00314152 0.00152396 0.00171937 0.00209014
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 0.17025000000000004 0.088350000000000026 0.11411 -0.095869999999999983 -0.0068949999999999992 0.078320000000000015 -0.0095299999999999985 -0.10607499999999999 -0.077999999999999986 -0.084034999999999985 -0.084319999999999992 0.090455000000000021 1.0000000180025095e-35 0.11951500000000001 -0.10708499999999999 -0.032739999999999991 0.10247500000000002 1.0000000180025095e-35 0.096300000000000011 0.11296500000000002 -0.53104499999999988 -0.47860499999999995 -0.16318499999999997 -0.42529999999999996 0.12603000000000003 -0.10831999999999999 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 7 6 -6 9 10 -4 15 12 13 14 -12 22 17 -17 -13 23 21 -19 -9 -20 -25 -26 -27 28 -28 -30
right_child=1 -3 3 -5 5 -7 -8 8 -10 -11 11 18 -14 -15 -16 16 -18 20 19 -21 -22 -23 -24 24 25 26 27 -29 29 -31
leaf_value=0.004378742014065724 -0.0043778004974501716 0.0043782400556997185 0.0014072356248828978 0.0043222317319093467 -0.0026810080504155111 -0.0026062008370755724 0.0027987010759938646 -0.0043778100321457229 -0.0039041565304627208 -0.0039978720752655763 -0.0040153349889694356 -0.0043775603659086757 -0.0043288167267779521 0.0041831580871108751 0.001551706977503784 -0.0018268403108391399 -0.0023831352600517143 0.0031124678076303535 -0.0043654900918123126 0.0032751331837010201 -0.0016978713225668225 0.00022818873989209802 0.001430337247344755 0.004378392553201927 0.0019364051857608633 -0.0043782048518227262 0.0022117670478923298 -0.0043139132441402609 0.0031142797762886859 -0.0020177749974850832
leaf_weight=0.0011296054963096927 0.0013225017864755264 0.0010609685935776261 0.0011616230881372758 0.0011653067628145655 0.0018019108133557902 0.00239207740705183 0.0091734154341338581 0.0026096003780082732 0.0019675120656756908 0.0038152532542827791 0.0038246891832507401 0.00151321642161406 0.0063947141199847055 0.0012780695510770101 0.0020989010578098544 0.0034480343406926286 0.0032763929240218195 0.014579669780545146 0.0015515611869432169 0.0041159319094852256 0.0023677344729549068 0.0059028716848388276 0.0015352623595390469 0.0018394520870401677 0.0061029464319517458 0.0034625006269948166 0.0069059030915354864 0.0013125381451217768 0.0020173212709551037 0.0061711088219489731
leaf_count=86 18 21 15 51 15 30 103 74 61 462 304 74 750 12 44 30 31 154 6 86 25 31 3 11 38 116 64 24 62 320
internal_value=0 -9.06771e-05 -0.000135787 -8.17322e-05 -0.000131742 0.00109284 0.00189905 -0.000315148 -0.000172168 -0.0027363 -8.29578e-05 -0.000539182 -0.00253271 -0.000937862 -0.00204277 0.000574448 0.000966993 0.00138437 0.000235406 0.000443906 0.00186893 0.00228125 -0.00222646 4.70459e-05 0.000293212 3.88518e-06 -0.000589695 0.000209831 0.000603196 -0.00075343
internal_weight=0 0.106169 0.105108 0.103786 0.10262 0.0133674 0.0109753 0.0892528 0.0842759 0.00497688 0.0823084 0.0485889 0.0135964 0.00720166 0.00592359 0.0337196 0.0295747 0.0262983 0.0349925 0.0334793 0.0228503 0.0204825 0.00414486 0.0293633 0.0278118 0.0259723 0.0198694 0.0164069 0.0150943 0.00818843
internal_count=3121 3035 3014 2996 2945 148 118 2797 2320 477 2259 1911 1110 360 348 348 271 240 801 727 210 185 77 641 635 624 586 470 446 382
is_linear=0
shrinkage=0.00437696


Tree=729
num_leaves=31
num_cat=0
split_feature=4 151 11 474 1456 1211 1213 480 457 1 0 3 403 160 52 448 47 15 1 3 3 43 2 15 3 0 150 51 1444 133
split_gain=0.0055124 0.00736747 0.00674582 0.00524284 0.00447468 0.00440302 0.00408367 0.0038598 0.00389401 0.0045223 0.00721773 0.00544958 0.00448519 0.00423599 0.00408575 0.00534745 0.00545535 0.00471258 0.00701904 0.00501143 0.0075296 0.00584807 0.00394754 0.00468203 0.00624477 0.00455249 0.00356297 0.00362624 0.00343587 0.00298568
threshold=0.27287000000000006 -0.27559499999999998 0.081790000000000015 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -0.082704999999999987 0.084710000000000021 0.5717850000000001 1.0000000180025095e-35 -0.059114999999999994 -0.084074999999999997 0.03138500000000001 -0.51146999999999987 0.077655000000000016 -0.083859999999999976 0.13148500000000005 0.035560000000000008 0.11146500000000002 -0.097604999999999983 -0.075944999999999985 -0.074359999999999996 0.10045500000000002 0.083935000000000023 0.11296500000000002 -0.082974999999999979 -1.0000000180025095e-35 0.11144500000000002 -0.088214999999999988 0.10622000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -3 28 6 -6 8 9 10 11 -8 13 -11 15 -15 17 19 -19 -17 -21 -22 23 24 -13 -25 -5 -28 -1 -12
right_child=1 3 -4 26 5 -7 7 -9 -10 12 29 22 -14 14 -16 16 -18 18 -20 20 21 -23 -24 25 -26 -27 27 -29 -30 -31
leaf_value=0.0013014120850548567 -0.0013121315354215873 -0.0013488329659922017 -0.0011241603409110825 -0.00040768053000589779 -0.001346186677985715 -0.0013462864459051502 -0.0013464414325931044 -0.0013463858496857778 -0.0013283388027479314 -0.001346657528433133 0.00031586584491283449 -0.0013464189887484009 0.00099477843949349019 -0.0013286900860654384 0.00074066676695631504 0.0012627898623552361 -0.00093075628032751048 -0.0013411097734980621 0.00037017804216706165 -0.0013462254827788223 0.0011055266627210427 0.00014724542731696163 -0.0013465718557880287 0.0010593277876970386 0.0006621103296246244 -0.0013464532254182193 0.0010908075375687368 -9.2433529896827671e-05 -0.0013464620531315967 -0.00056037906524236875
leaf_weight=0.0010087185168572432 0.0040588672891317392 0.0023622486187377936 0.011323028912102018 0.0044489218971648361 0.0040600058213868797 0.0045298514051097518 0.012501273569654355 0.0037168726930474341 0.0037329885053622993 0.0034261426154671417 0.040193286119347249 0.0074998635014367245 0.011829568603616281 0.0047300576878797065 0.01937905136946938 0.0096128296572715044 0.0080986886061964469 0.008066292759707494 0.0094039332361717243 0.0051121982818358438 0.014547889507184664 0.055735823601025913 0.0050427233784944283 0.0083621489961132056 0.0044789034873247147 0.0017175984649497886 0.026116266491669649 0.0057196551815650301 0.0074033026987478934 0.0085414355168040856
leaf_count=4 15 3 127 16 227 179 417 196 8 33 93 184 40 20 87 27 15 141 30 92 99 173 120 61 5 88 301 17 276 27
internal_value=0 0.000412901 -0.000106975 0.000594071 -6.31366e-05 -3.11909e-05 -7.34212e-06 1.47786e-05 3.56836e-05 5.70529e-05 -0.000184523 -0.000611311 0.000199375 0.000131248 0.000168842 7.27393e-05 0.000132687 0.000216728 -0.000419952 0.000347573 0.000230885 0.000345598 -0.00027221 -2.66038e-05 -0.000595423 0.00064938 0.00072056 0.000878226 -0.00102895 0.000162292
internal_weight=0 0.042706 0.274054 0.0386471 0.262731 0.254319 0.24979 0.24573 0.242013 0.23828 0.0883372 0.0396025 0.149942 0.138113 0.134687 0.115308 0.110578 0.102479 0.0174702 0.0850087 0.0753959 0.0702837 0.0271012 0.0220585 0.0119788 0.0100797 0.0362848 0.0318359 0.00841202 0.0487347
internal_count=3121 352 2769 337 2642 2362 2183 1956 1760 1752 995 875 757 717 684 597 577 562 171 391 364 272 458 338 189 149 334 318 280 120
is_linear=0
shrinkage=0.00134594


Tree=730
num_leaves=31
num_cat=0
split_feature=1 47 4 44 52 1374 1374 13 42 0 4 52 3 15 4 3 403 2 2 50 48 160 128 474 48 0 0 14 2 3
split_gain=0.00519578 0.00627707 0.00612896 0.00602457 0.00565952 0.00526374 0.0051793 0.00431572 0.00481514 0.00409602 0.00640346 0.00879559 0.00467003 0.00608537 0.00576217 0.00540046 0.0051703 0.00404623 0.00452195 0.00395327 0.00409721 0.00459929 0.00406803 0.00448265 0.00427928 0.00385526 0.00590448 0.0033663 0.00336516 0.00453631
threshold=0.094385000000000011 0.096300000000000011 -0.17966999999999997 0.087770000000000015 -0.24456499999999998 -0.094929999999999987 -1.0000000180025095e-35 -0.061684999999999997 -0.085874999999999993 -0.060129999999999996 -0.49405499999999997 0.10347000000000002 0.090900000000000009 -0.0063699999999999989 0.40124500000000002 -0.08824499999999999 -1.0000000180025095e-35 -0.013254999999999998 0.091545000000000015 0.11610000000000001 0.12879500000000002 -0.40698999999999991 0.086435000000000012 -0.14697499999999997 -0.089099999999999999 -0.13027499999999997 -0.062294999999999996 -0.072219999999999993 0.10731 -0.52915999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -4 -1 -7 25 -9 12 11 -11 13 14 -8 -15 -17 -18 -19 20 21 -6 23 -23 -25 -3 -27 -10 -12 -30
right_child=1 7 3 -5 19 6 9 8 27 10 28 -13 -14 15 -16 16 17 18 -20 -21 -22 22 -24 24 -26 26 -28 -29 29 -31
leaf_value=-0.00114998507888234 -0.00070423459788497252 0.0010831336879187959 -0.00043250473074368437 -0.0010745900561549618 -0.00078260982851731668 0.0010367972042551112 -0.00094499952993308187 0.00027347544480393719 9.6884167272716501e-05 -0.0011503192183323898 0.00055114776133547132 0.00037316192924579918 0.00024064271416430989 -0.00081061910139849295 0.0011492025480033541 -0.0011489486262060227 -0.0011490113775088219 0.00052383168130515985 -0.00089955833289924372 -0.00046531227030940827 -0.00018682671852484562 -0.00049652731303278456 -0.00039011642390061516 -0.00017253017842662398 0.00097698131123096941 -0.0006732079320333228 0.00077923107798657902 -0.00096438758461118068 0.0011497978893275362 -0.00060118151214069899
leaf_weight=0.0068940803530495023 0.0075545612093037553 0.0050650345456233472 0.0090492480094326311 0.0036563390995070213 0.0027227382399814806 0.0049097786204583818 0.029319907329096395 0.0085595332341199537 0.00503530308833433 0.010920600432541505 0.028532141214782314 0.0092253307921623673 0.016785803455604764 0.012637380810048171 0.0018427727336529634 0.0040774571182282662 0.0025793382737901984 0.02474215294026294 0.003343270783958018 0.0049937441488054892 0.0080294174695154652 0.0032672391971573225 0.0039447145607027769 0.0046408978951149029 0.053999468565393727 0.0089485265903022082 0.0062894248694647112 0.018200257657440488 0.0025386908673681327 0.0084559769149166186
leaf_count=38 107 19 40 9 18 9 816 14 20 64 59 18 41 317 5 372 18 217 97 44 15 2 24 17 467 49 26 72 3 104
internal_value=0 0.000125466 0.000291355 0.00037111 0.000429424 -0.000167177 -0.000124806 -0.000198868 -0.000463073 -0.000161601 7.44259e-05 -0.000452679 -0.000309348 -0.00042689 -0.000821161 -0.000167568 6.63394e-05 0.000227935 0.000354392 0.000525011 0.000589569 0.000680477 0.00074097 0.000813042 0.000886007 0.000214885 -7.37175e-05 -0.000734403 0.000343079 -0.000196877
internal_weight=0 0.153956 0.101858 0.0943038 0.0906475 0.166805 0.159911 0.0520981 0.0317951 0.155001 0.0596727 0.0201459 0.0953281 0.0785423 0.0311627 0.0473796 0.0347422 0.0306648 0.0280854 0.0815982 0.0766045 0.0685751 0.0658523 0.0619076 0.0586404 0.020303 0.015238 0.0232356 0.0395268 0.0109947
internal_count=3121 943 743 636 627 2178 2140 200 106 2131 248 82 1883 1842 821 1021 704 332 314 587 543 528 510 486 484 94 75 92 166 107
is_linear=0
shrinkage=0.00114875


Tree=731
num_leaves=31
num_cat=0
split_feature=1 0 47 12 4 47 50 43 48 12 40 15 403 2 52 160 48 3 13 15 49 0 51 2 42 2 4 52 133 1212
split_gain=0.00601114 0.00578062 0.00564227 0.00495132 0.00499648 0.00555306 0.00544351 0.00545447 0.00569504 0.00479421 0.004766 0.00554624 0.0052727 0.00437393 0.00572411 0.00486228 0.00439103 0.00426481 0.00411163 0.00723262 0.0039831 0.00351523 0.00341734 0.00331948 0.00343106 0.0032791 0.00411407 0.00350484 0.00303123 0.00305384
threshold=0.090405000000000013 -0.060129999999999996 0.085270000000000026 -0.064509999999999984 -0.17966999999999997 0.092530000000000015 0.11392500000000001 -0.25681499999999996 0.12879500000000002 0.10345000000000001 0.57330500000000006 -0.020484999999999996 -1.0000000180025095e-35 0.098035000000000011 -0.07167999999999998 -0.24438999999999997 -0.086869999999999989 0.013900000000000001 -0.076599999999999988 -1.0000000180025095e-35 0.13984500000000002 -0.055064999999999996 -0.076794999999999988 0.096540000000000015 0.089390000000000011 0.082275000000000015 -0.0035949999999999997 -0.077024999999999996 0.076280000000000014 -0.50120999999999993
decision_type=2 2 2 2 2 2 2 2 2 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 21 10 20 6 7 -6 13 -7 11 12 -2 14 -9 -16 -15 18 19 -1 -5 -3 -18 -23 -25 -19 -27 -28 29 -21
right_child=3 2 -4 4 5 9 -8 8 -10 -11 -12 -13 -14 16 15 -17 22 25 -20 28 -22 23 -24 24 -26 26 27 -29 -30 -31
leaf_value=-0.0012683584908050978 -0.0012598946126757293 0.0012370647979870046 0.0012145510425610614 -0.0012204901869507939 -0.0011165982946898679 -0.00058231551730852666 -0.0013733452610243328 -0.00080550334784964368 -0.00054892406716102891 0.00048278209487924738 -0.0013745408254169837 -0.00082365470661076095 0.0012681120867357731 -0.00066009291588849399 -0.001373693466615055 0.00066909371818985931 0.00028462785050809719 0.00073836533469595123 -0.001159078974526396 0.00089975656249702556 0.00074730942268722575 -0.00086752751339925615 0.0013215325759177983 0.00029988082944079332 -0.00078998127738123087 -0.0012194541199885133 0.00076420660094714005 -0.00050339862302577947 0.00062415060687462701 -0.00082774428211886152
leaf_weight=0.011476383506305865 0.0016835230508149826 0.0035157428168304241 0.0074386481487636038 0.0095469890495678555 0.0044757524121905581 0.031154141304682526 0.0035514879597258178 0.0077456451789430494 0.0097271705712955736 0.010701003952362953 0.002002266308409161 0.0033382996790578537 0.020368792971737548 0.0030376531842648538 0.0023774686239335088 0.028783201968565209 0.0079455937604961946 0.0072929181685594804 0.022254122921722796 0.0025216627368536146 0.0024327215724042625 0.01027452337871182 0.024346009787564071 0.022610482604079607 0.007170908804056352 0.0067579242559077093 0.0072957217489602001 0.009418007136218879 0.010189721414349151 0.0082019612333539271
leaf_count=471 9 18 22 107 16 130 55 47 20 36 3 34 245 13 36 173 22 11 863 17 8 58 167 71 68 26 14 30 94 237
internal_value=0 -0.000256171 0.000109506 0.000129128 2.8529e-05 0.000104556 0.000293179 0.000360103 0.000438821 -0.000310005 0.000664663 0.000825472 0.00107512 0.000568246 0.000250695 0.000513235 0.000917949 -0.000474573 -0.00070476 -0.000392609 -0.000820889 -7.91492e-05 0.00106639 -0.000194674 3.74585e-05 -6.57156e-05 -0.000315553 4.99246e-05 8.79666e-05 -0.000421522
internal_weight=0 0.136419 0.0510103 0.173218 0.145825 0.133845 0.09199 0.0884385 0.0839627 0.0418551 0.0273929 0.0253906 0.0220523 0.0742356 0.0389063 0.0311607 0.0353293 0.0854084 0.0546439 0.0323897 0.0119797 0.0435717 0.0322916 0.0400559 0.0297814 0.0307646 0.0234717 0.0167137 0.0209133 0.0107236
internal_count=3121 2000 237 1121 830 715 549 494 478 166 291 288 254 458 256 209 202 1763 1682 819 115 215 189 197 139 81 70 44 348 254
is_linear=0
shrinkage=0.00137286


Tree=732
num_leaves=31
num_cat=0
split_feature=1 51 47 48 50 14 52 50 128 151 393 128 43 131 42 3 124 455 43 159 3 0 47 1 2 1374 0 0 156 150
split_gain=0.00430557 0.00424615 0.00393615 0.00412989 0.00376631 0.00372875 0.00372038 0.00373625 0.00378048 0.00410695 0.00342794 0.0034648 0.00431596 0.00456661 0.00398281 0.00549061 0.00412757 0.00385989 0.00361442 0.00331575 0.00514171 0.00532315 0.00401506 0.00359484 0.00660495 0.00374434 0.00346831 0.00866697 0.00300505 0.00298387
threshold=0.104035 -0.10748999999999999 0.087885000000000019 -0.089099999999999999 0.10124500000000002 0.062655000000000016 -0.24456499999999998 0.11843500000000001 0.086435000000000012 -0.40381499999999992 0.088255000000000014 0.086435000000000012 -0.17390999999999998 0.088845000000000021 0.094935000000000005 -0.15956499999999998 -0.085309999999999983 0.081825000000000009 0.13895500000000002 0.091530000000000014 -0.10831999999999999 -0.082974999999999979 0.092710000000000015 0.094465000000000007 0.092755000000000018 -0.094929999999999987 -0.13455999999999999 -0.084269999999999984 0.11896500000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 8 9 -8 11 12 -3 14 15 -14 -17 -16 19 20 -18 22 23 24 25 -22 -27 -28 -11 -4
right_child=2 4 29 6 -6 -7 7 -9 -10 28 -12 -13 13 -15 17 16 18 -19 -20 -21 21 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0012685210208656309 -0.00074937022929689361 0.0006205686564765688 -0.00098274540339363483 -0.0004622528826483862 -0.0012684820198937633 -0.001268676142308182 -0.00091793771395355065 -0.00058712985985668426 -0.00054340985511212088 0.0010137652605160916 -0.0012690018223789122 -0.0012685512354397284 0.0011687299700458627 -0.0010992542272955739 -0.0012580090958710039 0.0011519636902267874 0.00062300274894749538 0.00092273099382787055 0.00060417096981992132 -0.0011146329397162475 -0.0012689799604677415 -0.00091144964959228453 -0.0012688293721117229 0.00085668700484318777 -0.0011658447669410927 0.00056348166186422923 -0.0012685910838111561 0.0008167958163888718 -0.00014965107048442607 1.9750566635535689e-05
leaf_weight=0.0052359723769086477 0.0046883711179361845 0.016837328562587572 0.0054575891281274371 0.0059031748818370025 0.0043738738564940141 0.0040990907327795858 0.0021042863863840458 0.0039144851480159551 0.0036048485462742965 0.036382385546716023 0.0035801146502762995 0.0034527395057608592 0.0067106404842434122 0.0064886741022434071 0.0068837618596191419 0.0046650358519855209 0.013569967708463082 0.0016112262114802434 0.011404124802822935 0.0054290352889978513 0.0028416033107987451 0.014601294834733387 0.004043198869396746 0.007481701800315931 0.0076499602536728153 0.0210638175403801 0.0067125473481794871 0.0061367384913069327 0.0039600862669431072 0.03824348429964175
leaf_count=216 19 73 18 53 271 72 10 21 12 387 91 137 40 230 212 48 32 12 90 82 33 235 55 19 57 45 324 56 8 163
internal_value=0 -0.000144649 0.000184652 0.000393999 -0.000107787 -7.50891e-05 0.000489947 0.000602443 0.00070356 0.00080946 -4.27227e-05 -1.29753e-05 1.71028e-05 -6.27188e-05 -7.04429e-06 5.62919e-05 -1.44017e-05 -0.000844393 -6.83095e-05 -0.000153969 -9.19541e-05 -0.00022951 -5.1479e-05 4.3382e-05 -9.36511e-05 0.000129511 0.000246691 -0.000272623 0.000899562 -0.000105446
internal_weight=0 0.164872 0.104259 0.0605576 0.159636 0.155263 0.0558693 0.0499661 0.0460516 0.0424468 0.151164 0.147583 0.144131 0.127293 0.120805 0.11231 0.105599 0.00849499 0.100934 0.0895299 0.0841008 0.0705309 0.0559296 0.0518864 0.0444047 0.0367547 0.0339131 0.0128493 0.0403425 0.0437011
internal_count=3121 2430 691 510 2214 1943 491 438 417 405 1871 1780 1643 1570 1340 1116 1076 224 1028 938 856 824 589 534 515 458 425 380 395 181
is_linear=0
shrinkage=0.00126831


Tree=733
num_leaves=31
num_cat=0
split_feature=4 48 11 150 160 1456 1213 14 403 457 457 130 43 16 4 15 48 160 457 49 4 16 13 14 3 453 42 52 4 133
split_gain=0.00623366 0.00762434 0.00679686 0.00568875 0.00880103 0.00560255 0.00557669 0.00556581 0.00532842 0.0051715 0.00827261 0.00505881 0.00524561 0.00672123 0.00788083 0.00754994 0.00902749 0.00998882 0.0059763 0.00586736 0.00696205 0.00683546 0.00630564 0.00620133 0.00487337 0.00482822 0.0047381 0.00733475 0.00506099 0.004171
threshold=0.27834500000000006 0.12230500000000001 0.081790000000000015 -0.22665999999999997 -0.091944999999999985 -1.0000000180025095e-35 -0.082704999999999987 -0.46885499999999997 -0.092474999999999988 -0.0029299999999999994 -0.14786499999999997 -0.23647499999999996 -0.074359999999999996 -0.50992999999999988 0.033845000000000007 0.090615000000000015 0.094195000000000015 0.10070500000000002 0.092475000000000016 -0.047584999999999995 -1.0000000180025095e-35 0.22339500000000004 0.17001000000000002 0.080160000000000023 0.30112000000000005 1.0000000180025095e-35 0.09796500000000001 -0.40306999999999998 -0.49013999999999996 -0.030254999999999994
decision_type=2 2 2 2 2 2 2 2 2 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 -1 29 -6 -7 -2 -8 10 -10 -11 18 -14 15 16 17 19 26 -15 21 22 23 -21 -17 -9 27 -13 -29 -5
right_child=1 -3 -4 4 5 6 8 25 9 11 -12 12 13 14 -16 24 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00092874386464448198 -0.00030969105367448523 -0.00081532989669325041 -0.0010011054104370515 0.00030776501808923968 -0.0012194637733788929 -0.0012193671519188333 -0.00092188871418134898 0.00094808136001708074 0.00087008936040722067 -0.0011661828230289488 -0.00099397186484973649 -0.0012193618610068244 0.00094176495851195654 0.00082760083811645282 -0.00058656119233760427 -0.001195319541323153 0.0009893724876158434 -0.0012202809562273677 -0.00099378649290984573 0.00081034107575779371 -0.0012145062604355544 -0.00081082401257996704 -0.0012212968416538169 -0.0010336805921834179 0.0012199568072770576 -0.00078480503510349245 0.0012139571250228398 -0.00066921620435073505 0.00055149061217757954 -0.0010870681132690611
leaf_weight=0.008572418319999997 0.0082499453353648278 0.0067245533100503954 0.011599161151593762 0.0038978019762794238 0.0056567044716473438 0.0053999143233625082 0.008411829195097198 0.030140104133465684 0.0046701750286501911 0.0044882403049086852 0.014596278856316758 0.0041906783607714706 0.010416473137865978 0.015885814905686857 0.033465142498073419 0.0092331059792911674 0.017852895272540081 0.0085017627185095535 0.0044272085923466866 0.024783098843840889 0.0063720142863559195 0.0084789203074819852 0.0031111225835047654 0.0030429937351073013 0.0014343702350743124 0.0025951946263376149 0.010748324308679003 0.0055267173970605646 0.058192436229546729 0.017446774897706518
leaf_count=15 43 23 127 45 190 256 309 266 29 17 126 81 18 55 139 160 59 25 43 242 46 55 2 10 2 8 17 18 349 346
internal_value=0 0.00038778 -8.55247e-05 -4.9983e-05 -7.88912e-05 -1.90803e-05 6.71547e-06 0.000585177 3.23942e-05 6.45782e-05 -0.000542125 0.000115367 0.000140856 -1.02735e-06 -7.53348e-05 9.8008e-05 0.000215381 1.84749e-05 0.000384332 0.000189237 -3.22373e-05 0.000158888 0.000424656 0.000608683 -0.000870557 0.000810701 0.000461898 0.000342867 0.000445612 -0.000832353
internal_weight=0 0.0477098 0.310402 0.298803 0.290231 0.268886 0.26323 0.0409852 0.25783 0.249418 0.0192665 0.230151 0.225663 0.142578 0.132161 0.0986961 0.0880286 0.0701757 0.0830854 0.061674 0.0457881 0.0394161 0.0309372 0.0278261 0.0106675 0.0327353 0.0786582 0.0679098 0.0637192 0.0213446
internal_count=3121 340 2781 2654 2639 2248 2058 317 1802 1493 155 1338 1321 813 795 656 494 435 508 410 355 309 254 252 162 274 465 448 367 391
is_linear=0
shrinkage=0.00121906


Tree=734
num_leaves=31
num_cat=0
split_feature=1 51 47 51 50 14 151 42 3 123 52 3 4 159 130 13 50 455 13 160 13 52 0 9 52 0 42 48 457 156
split_gain=0.00525466 0.00470714 0.00461487 0.00433375 0.00424155 0.00372673 0.00359561 0.00348643 0.00669201 0.00416605 0.0041287 0.00661694 0.00509866 0.00451359 0.00470746 0.00480641 0.00423606 0.00407326 0.00517186 0.00361729 0.00369377 0.00460143 0.00484173 0.00483413 0.00392717 0.00399542 0.0033637 0.00336335 0.00334725 0.00294108
threshold=0.104035 -0.10748999999999999 0.087885000000000019 0.123935 0.10124500000000002 0.062655000000000016 -0.40381499999999992 0.093775000000000011 -0.15121499999999996 1.0000000180025095e-35 0.11434500000000002 0.090900000000000009 -0.083854999999999985 0.089465000000000017 -1.0000000180025095e-35 -0.13710499999999998 0.10114000000000002 0.081825000000000009 0.41383500000000001 -0.22361499999999998 -0.099939999999999987 -0.078224999999999975 -0.23811499999999999 -0.036024999999999995 -0.10925999999999998 -0.08317999999999999 -0.085499999999999979 -0.089099999999999999 0.082380000000000009 0.11896500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 5 7 -2 8 -3 10 11 12 13 14 -10 -16 19 18 -9 -14 -21 24 -23 -24 -22 -26 -11 -8 -13 -29
right_child=2 4 -4 -5 -6 -7 27 17 9 26 -12 28 16 -15 15 -17 -18 -19 -20 20 21 22 23 -25 25 -27 -28 29 -30 -31
leaf_value=-0.0012939370651503439 -0.0010089497801852281 0.00088083301548581383 -0.00013688907051098031 -0.00026820700669117492 -0.0012938890862360859 -0.0012940638522253099 -0.00054601612380530832 -0.0012866896944413598 -0.0012940984116198142 -0.00027621310675732513 -0.0010150719894860423 6.8385340388979186e-05 0.0012069582378931431 -0.0012555028651165538 -0.0012957837647281241 0.00080586588336311682 0.0012964470431830308 0.0010489138033047993 0.0012956003129784572 0.00027303700941675726 -0.0012939492428753548 0.0012955004652623473 0.001295337412024022 -0.0012764936795770464 -0.00035749881826584266 0.0011819194915446355 0.0011814290358324463 0.00086570976491181302 0.00094994025904830595 -0.00035342843630616994
leaf_weight=0.006047250877145415 0.0022456571141447048 0.012962562929715205 0.041863588919795802 0.012282368548767408 0.0051058338937082217 0.004239385462142308 0.0035413070977483576 0.010483065206742026 0.0024660415129034155 0.0041547779474058188 0.0088133751325898402 0.017708808249153662 0.0018709372196781251 0.0031578040334636617 0.0020210231014061676 0.018417662553957829 0.0021312122698873273 0.0019511131549734282 0.0014814845053479084 0.0067497773998184121 0.0042221938350621704 0.001404727576300494 0.0012793721398338667 0.027842329021453345 0.008657101633957609 0.0041859931338592568 0.0073131566773554368 0.040042256334686499 0.012157021467828599 0.0036103074445463781
leaf_count=216 10 53 181 36 271 72 18 276 113 15 148 36 14 20 2 178 1 14 1 32 132 1 1 668 66 17 57 418 26 28
internal_value=0 -0.000172255 0.000194668 0.00041955 -0.000132536 -9.67445e-05 0.000590411 -6.53014e-05 -6.90924e-06 -9.24323e-05 -0.000161916 -9.61149e-05 -0.000281291 0.000194433 0.000394332 0.00059805 -0.000493801 -0.0006843 -0.000966943 -0.000561675 -0.000622568 -0.000749589 -0.00105035 -0.00116351 -0.000211582 0.000144249 0.000653332 0.000666514 0.000427226 0.00076488
internal_weight=0 0.176824 0.103585 0.0617219 0.170777 0.165671 0.0494395 0.161432 0.147516 0.134553 0.123085 0.114272 0.0844062 0.0260625 0.0229047 0.0204387 0.0583436 0.0139157 0.0119645 0.0562124 0.0543415 0.0475917 0.0305264 0.0291217 0.0170653 0.0128431 0.0114679 0.0471939 0.0298658 0.0436526
internal_count=3121 2430 691 510 2214 1943 474 1871 1580 1527 1455 1307 1245 313 293 180 932 291 277 931 917 885 670 669 215 83 72 464 62 446
is_linear=0
shrinkage=0.00129368


Tree=735
num_leaves=31
num_cat=0
split_feature=4 11 151 403 1456 480 14 1213 159 1366 128 52 47 52 130 43 42 1 43 12 49 38 4 151 52 2 15 150 151 160
split_gain=0.00600548 0.00693594 0.00606896 0.00577571 0.00571941 0.0053521 0.00519204 0.00496452 0.00507285 0.00504647 0.00499369 0.00494248 0.0060511 0.00576712 0.00587829 0.00776355 0.00508314 0.00650362 0.00578134 0.00717993 0.00485936 0.00571448 0.00520995 0.00509305 0.00509087 0.00518104 0.00549283 0.00450596 0.0041927 0.00402477
threshold=0.27044500000000005 0.081790000000000015 -0.27559499999999998 -0.092474999999999988 1.0000000180025095e-35 0.084710000000000021 0.076175000000000007 -0.082704999999999987 0.10519500000000001 -0.082084999999999991 0.11669000000000002 -0.24164999999999998 0.11635500000000001 -0.081429999999999989 -1.0000000180025095e-35 -0.15582499999999996 0.092860000000000012 0.11634000000000001 -0.084154999999999994 -0.083994999999999986 -0.069799999999999987 0.095410000000000009 -0.51843499999999987 -0.024429999999999997 -0.080114999999999978 -0.045829999999999989 0.095575000000000007 -1.0000000180025095e-35 -0.090369999999999992 -0.091944999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 27 6 7 -5 9 -9 11 12 -11 28 -15 -16 18 -18 19 -17 23 22 -22 -20 -24 -26 29 -4 -13 -27
right_child=2 -3 4 5 -6 -7 -8 8 -10 10 -12 13 -14 14 15 16 17 -19 20 -21 21 -23 24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.001039124189081178 -0.0012733719865313956 -0.0010502635514453445 -0.00046543657082798531 -0.0013198299021969385 -0.0011157299610171194 -0.0013201298885972287 -0.00087439786272529502 -0.0010528291758853741 -0.00080226322651049992 -0.0010712119763883303 -0.0013216457536599092 -0.00051476283112396218 0.00026411586189438571 -0.00072356832368853838 0.00092982938827037111 0.0013202202149417575 -0.0012957842317624184 0.00077511890669441561 0.0005330305814692293 -0.0013204422632201861 -0.0012475556579371785 -0.00094594780685401843 -0.00091343728207395286 -0.00080728897564198005 -0.0012429536472890071 -0.00019527629893778715 -0.00085092096952647431 0.00083098051988693444 0.0007401228693056385 0.0007687829697794182
leaf_weight=0.010335764608868203 0.0035312287109263698 0.013082953270100006 0.0053731253174191798 0.0047050214449200203 0.0034184100841230238 0.0055447125132275224 0.011658473115403467 0.0066213916564379352 0.011725264342601349 0.012434293405732433 0.004151988375582504 0.0052007582526130127 0.011259782478759917 0.014276838518469503 0.020011232211459173 0.0022507084602239056 0.0095974017493176689 0.0036427307886697244 0.0074871860583698427 0.0088135013291150699 0.0031942514474394548 0.0057382108084311758 0.0044347157236188641 0.014489915483238747 0.0027641320411930783 0.0084059658193211817 0.0043582695704458265 0.035583275745750598 0.042687127797819358 0.073216111176151344
leaf_count=351 15 127 16 255 12 183 63 36 149 204 36 32 30 135 45 14 144 15 25 150 11 11 8 36 23 92 51 322 203 327
internal_value=0 -0.000109194 0.000391549 -6.93504e-05 0.000524039 -3.57904e-05 -1.1496e-05 2.42457e-05 4.70953e-05 8.46711e-05 0.000113817 0.000137258 -0.000436644 0.000196234 8.93847e-05 0.000158305 5.42622e-05 -0.000726021 0.000130702 -0.000783272 0.000212195 0.000333338 0.000409508 -0.000350667 0.000466314 0.000535262 0.000592429 0.000660902 0.000603839 0.000669498
internal_weight=0 0.322089 0.047906 0.309006 0.0443748 0.29867 0.293125 0.281467 0.276762 0.265037 0.258415 0.254263 0.0236941 0.230569 0.182681 0.168404 0.148393 0.0132401 0.135153 0.0110642 0.124089 0.102112 0.0963734 0.0219771 0.0931792 0.0887445 0.0859803 0.0409564 0.0478879 0.0816221
internal_count=3121 2756 365 2629 350 2278 2095 2032 1777 1628 1592 1556 234 1322 1087 952 907 159 748 164 584 523 512 61 501 493 470 338 235 419
is_linear=0
shrinkage=0.00131955


Tree=736
num_leaves=31
num_cat=0
split_feature=31 15 14 480 1348 14 11 13 403 132 1366 48 48 1374 0 15 43 47 133 1 49 457 2 42 3 13 13 4 124 50
split_gain=0.00121886 0.00122881 0.00171507 0.00151223 0.00139209 0.00210033 0.00160344 0.00146821 0.00208326 0.00229658 0.00189015 0.00208654 0.0027164 0.00214871 0.00309326 0.00377182 0.00260488 0.0018656 0.00179095 0.00203717 0.00190038 0.00146287 0.0013383 0.00133686 0.00172842 0.00169162 0.00178676 0.00164485 0.00135878 0.00130525
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.46885499999999997 0.084710000000000021 0.093335000000000015 0.076175000000000007 0.08776500000000001 -0.091054999999999983 -0.088999999999999982 0.080640000000000017 -1.0000000180025095e-35 0.093265000000000015 0.12879500000000002 -0.094929999999999987 -0.10607499999999999 -0.11713499999999999 -0.51144999999999985 0.13082500000000002 -0.25159999999999993 0.08844500000000001 -0.10774499999999999 -0.0029299999999999994 0.089885000000000007 0.088915000000000008 -0.12018999999999998 -0.084034999999999985 -0.084319999999999992 -0.27825499999999997 -0.072314999999999977 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 2 -2 4 5 6 7 18 -9 10 -10 13 -13 -12 15 -15 -16 23 -3 20 -20 -17 -22 24 27 26 -26 -18 -27 -4
right_child=1 3 29 -5 -6 -7 -8 8 9 -11 11 12 -14 14 16 21 17 -19 19 -21 22 -23 -24 -25 25 28 -28 -29 -30 -31
leaf_value=0.0030057130106377291 -0.000928864828079576 -0.0030051181907081522 0.0025135790077641432 -0.0030049322245452323 0.002864732241205481 -0.0027060641960881936 -0.0021620789005527556 -0.0030047903474724651 -0.0029414176579113426 0.0016301381186599479 -0.0030057237554073613 0.0019851642308609647 -0.00071570695762264295 -0.0027920536541495649 0.0014931557150303814 -0.00083235078449516635 -0.0017442345618042211 0.00090768533523645381 -0.0030062092582132534 0.001852987706620655 -0.0017350718443547969 0.0016377874586528439 0.00093808666224048096 -0.0028995434277743646 -0.0022946960255609285 0.00018100768188379748 0.0028882222758294892 0.0023666228281896615 -0.0027325077069308232 -0.00095000942792385372
leaf_weight=0.0011798850548530018 0.0029056889997036706 0.0011644604888374479 0.0051705111557822647 0.0016543681444858285 0.0014012471398814333 0.0028230580530816942 0.0032272760864771035 0.0023502173866916101 0.0023492046580884099 0.0061171189632780445 0.0028792291575427944 0.0079078826420939663 0.0058467536722730537 0.0024660209771241162 0.0034577977730805278 0.0026130227747671588 0.0015029373494428455 0.0030515138252553689 0.0016153901023585613 0.0098050784046108674 0.0020493861166599467 0.01260095318428966 0.0096571938131830848 0.0053819062669795406 0.001090969513320772 0.0017433589519271217 0.0013353221152954094 0.0021151280087678857 0.0084418483966804056 0.0012124727099944721
leaf_count=86 36 34 170 217 25 91 82 337 40 124 40 118 39 33 18 16 24 14 11 118 87 88 69 356 198 31 8 28 571 12
internal_value=0 -6.34945e-05 0.000984601 -0.000154779 -0.00010987 -0.000150106 -7.85013e-05 -9.56454e-06 -0.000221833 -0.000129584 -0.000295743 -0.000196196 0.000837091 -0.000488153 -0.000329888 0.000654834 -0.000948999 -0.00129139 0.000630533 0.00081359 4.85853e-05 0.00121354 0.000470116 -0.0016019 -0.00117159 -0.00169675 0.00055775 0.000658981 -0.00223381 0.00185566
internal_weight=0 0.115937 0.00928867 0.106649 0.104994 0.103593 0.10077 0.0975427 0.0732512 0.070901 0.0647838 0.0624346 0.0137546 0.04868 0.0458008 0.01768 0.0281208 0.024663 0.0242915 0.023127 0.013322 0.015214 0.0117066 0.0216115 0.0162296 0.0126115 0.00242629 0.00361807 0.0101852 0.00638298
internal_count=3121 3035 218 2817 2600 2575 2484 2402 2083 1746 1622 1582 157 1425 1385 137 1248 1230 319 285 167 104 156 1216 860 808 206 52 602 182
is_linear=0
shrinkage=0.00300448


Tree=737
num_leaves=31
num_cat=0
split_feature=4 151 474 150 160 12 1456 401 157 42 474 41 457 457 123 148 13 13 133 1429 1 12 43 15 34 151 1374 42 3 150
split_gain=0.00595197 0.00777763 0.00528136 0.00499831 0.00736286 0.00512835 0.00465819 0.00462752 0.00449781 0.00485257 0.00478895 0.00466955 0.00460073 0.00685845 0.00464055 0.00454189 0.0045279 0.00691581 0.00909679 0.00423677 0.00438084 0.00924235 0.00591678 0.0102341 0.00451891 0.00515982 0.00419277 0.00481337 0.00887135 0.00390296
threshold=0.27044500000000005 -0.27559499999999998 -1.0000000180025095e-35 -0.22665999999999997 -0.091944999999999985 -1.0000000180025095e-35 1.0000000180025095e-35 0.082755000000000009 0.08796000000000001 -1.0000000180025095e-35 0.085020000000000012 0.078475000000000017 -0.0029299999999999994 -0.14786499999999997 1.0000000180025095e-35 1.0000000180025095e-35 -0.53104499999999988 -0.47860499999999995 0.091410000000000005 -1.0000000180025095e-35 0.122185 0.09857500000000001 -0.090869999999999992 0.091475000000000015 -1.0000000180025095e-35 0.056735000000000001 -0.094929999999999987 0.084050000000000014 -0.078934999999999991 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 -5 29 -7 9 10 -6 12 13 -11 15 16 -14 -18 19 -19 21 22 -21 24 -24 26 -26 -28 -29 -4
right_child=1 2 6 4 8 7 -8 -9 -10 11 -12 -13 14 -15 -16 -17 17 18 -20 20 -22 -23 23 -25 25 -27 27 28 -30 -31
leaf_value=0.00071068297630596253 -0.00099192625637160728 -0.0010222580419208768 -0.00027793615250137275 0.00046234144900041769 -0.0004454123525386606 -0.0010204922062611774 -0.00072771580135453273 0.00081588040990333171 -0.00084799238491763379 0.00056587524797316617 0.00074690607915613367 -0.00077444080412104638 -0.00060512379539036344 -0.00085677300500707875 0.00070333074794119786 -0.0010211485632866857 0.0010211370084422971 -0.0010204064276957913 -0.00065183457227001198 0.00078721241618059945 0.00072931994176758013 -0.00073081519259239733 -0.00089455140505833555 -0.0010210859339774715 -0.00046658727881381624 -0.00034716146724597349 0.0005981033547195376 -0.0010034557546143158 0.00056857648989048191 0.00072464542300850724
leaf_weight=0.0083789534955940326 0.0043278687990095923 0.0024363707198062903 0.0045554153111879705 0.0036017519144024837 0.038207047234124047 0.017099095676201159 0.00289800793325412 0.0015579171574700004 0.0069982842801721281 0.0049950813042869404 0.0038591734068518227 0.0070370844077842767 0.009062011115020141 0.011988610016885559 0.01302749625767774 0.003864407542096159 0.0086904112176853232 0.0030526800403833923 0.015638665292343035 0.016481113990437279 0.014286363429391713 0.011677965098954246 0.0036116753399255677 0.0074680545800163136 0.005689893877161011 0.012053006933911092 0.050826015268910396 0.0061498461660676107 0.0095132305019660704 0.035722232324815195
leaf_count=15 15 3 16 17 689 373 10 11 116 31 37 63 8 135 103 10 17 102 275 49 46 64 16 92 29 28 160 205 65 321
internal_value=0 0.000314926 0.000438926 -6.58862e-05 -8.86026e-05 -0.000652021 0.00052138 -0.00086715 -4.11309e-05 -1.91749e-05 -0.000336029 4.2787e-05 7.04254e-05 -0.000438357 0.000115644 7.26483e-05 9.69127e-05 0.000135437 8.62381e-05 0.00016821 0.00019455 0.000132673 0.000222874 0.00012529 0.000222749 0.000270657 0.000373825 0.000445744 -4.86558e-05 0.000611253
internal_weight=0 0.0499399 0.045612 0.294816 0.286437 0.0222588 0.0431757 0.018657 0.264178 0.25718 0.0420662 0.215114 0.208077 0.0169837 0.191093 0.178065 0.174201 0.165139 0.156449 0.14081 0.137757 0.123471 0.111793 0.0953117 0.0878437 0.084232 0.072179 0.0664891 0.0156631 0.0402776
internal_count=3121 365 350 2756 2741 401 347 384 2340 2224 726 1498 1435 166 1269 1166 1156 1148 1131 856 754 708 644 595 503 487 459 430 270 337
is_linear=0
shrinkage=0.00102006


Tree=738
num_leaves=31
num_cat=0
split_feature=39 39 3 124 1366 1456 4 47 128 11 150 160 1456 148 15 403 1 48 403 50 156 47 13 13 43 133 4 0 151 12
split_gain=0.00119395 0.00140371 0.00228467 0.00132241 0.00202502 0.00137385 0.00143941 0.00300724 0.00171682 0.00180882 0.00145319 0.00213101 0.00152448 0.00155543 0.00158333 0.00148277 0.00134679 0.00149366 0.00134011 0.00171551 0.00142185 0.00129591 0.00236193 0.00205922 0.0018704 0.00242706 0.00172335 0.00165288 0.00154619 0.00174127
threshold=0.16946000000000003 0.15009500000000003 0.31299000000000005 -0.043384999999999993 -1.0000000180025095e-35 1.0000000180025095e-35 0.24564500000000003 0.12431000000000002 0.086435000000000012 0.081790000000000015 -0.22665999999999997 -0.091944999999999985 -1.0000000180025095e-35 1.0000000180025095e-35 -0.10203999999999998 0.08332500000000001 0.10920500000000001 0.083685000000000009 0.090990000000000015 0.10114000000000002 0.10499000000000001 0.099265000000000006 -0.53104499999999988 -0.47860499999999995 -0.17390999999999998 0.093615000000000018 -0.42529999999999996 0.051010000000000007 -0.0083949999999999979 0.090545000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 16 -5 6 8 -8 9 10 -6 15 -13 14 -14 -12 17 -1 20 -20 21 22 -16 -24 -25 26 -26 28 -28 -30
right_child=-2 -3 -4 4 5 -7 7 -9 -10 -11 11 12 13 -15 18 -17 -18 -19 19 -21 -22 -23 23 24 25 -27 27 -29 29 -31
leaf_value=-0.001001075120584369 0.0039655091411904533 -0.003763896878763954 0.003964790730342822 -0.0039652595779161269 0.0030041527338924611 -0.0039646977465185142 0.0014634527620778885 -0.0034057581697829373 -0.0039651753944725063 -0.0036118308062767822 -0.0039648994048845608 -0.0039649429806392286 -0.0030824993087498875 -0.0039656322821615677 -0.0039664111860156816 0.0014342812252323628 0.0037926366157430319 0.0028243402058499532 -0.0039650166607563793 0.0016469633253256555 -0.0039652243650023502 0.002650254532270632 0.0039658399780077274 0.0024028306465639919 -0.0039654768687745314 -0.003681119771312059 -0.0013437344249758658 0.0029241830100393299 0.0011171884387122597 -0.0016585765105006959
leaf_weight=0.0043674910978239723 0.0011562297970897353 0.0016055699143180382 0.0022048946249100245 0.0022479816056630844 0.0022493788364954517 0.0014687176292440532 0.016623195301662008 0.0022650154951406867 0.0020014788839812772 0.0024267665388890683 0.0037126738191162181 0.0015251523120305413 0.0023076495272604794 0.0014843475885299986 0.0019309699673613059 0.0010187522153728423 0.0025147339582858308 0.0025353061162434187 0.0024719258370957667 0.0013095934996272263 0.0011406870865400256 0.0041024448957500672 0.0025589923388906746 0.0058899620477745876 0.001455581586412776 0.0026157495456580184 0.0081985877127976892 0.0037577831781163687 0.020681242050667251 0.0042882094472922452
leaf_count=60 23 11 119 55 10 258 216 16 178 108 281 171 94 12 6 14 108 69 149 16 70 34 8 57 36 213 123 21 422 163
internal_value=0 -8.35553e-05 -3.04905e-05 -0.000111197 -0.000245286 -0.000159504 -0.000101298 0.000879552 -0.000341503 -0.000244963 -0.000132574 -0.000232726 -4.77242e-05 4.53433e-05 0.000140284 -0.00280237 0.00130882 0.000403949 0.000263411 -0.00202151 0.000416015 0.000506095 0.000334885 0.000502859 0.000313857 1.37395e-05 0.00026555 0.000432333 0.000150018 0.000640483
internal_weight=0 0.112961 0.111355 0.10915 0.0997328 0.0974849 0.0960161 0.0188882 0.0771279 0.0751265 0.0726997 0.0704503 0.0657189 0.0641937 0.0627094 0.00473143 0.00941753 0.0069028 0.0604017 0.00378152 0.0566202 0.0554795 0.0513771 0.0494461 0.0468871 0.0409972 0.0383814 0.0369258 0.033168 0.0249695
internal_count=3121 3098 3087 2968 2731 2676 2418 232 2186 2008 1900 1890 1595 1424 1412 295 237 129 1318 165 1153 1083 1049 1043 1035 978 765 729 708 585
is_linear=0
shrinkage=0.00396435


Tree=739
num_leaves=31
num_cat=0
split_feature=45 1374 1425 4 49 11 150 160 133 1452 148 51 52 47 47 128 41 1429 157 393 43 43 52 1 0 42 13 15 52 52
split_gain=0.00117633 0.00116434 0.00114105 0.00150683 0.00231238 0.0018349 0.00154765 0.00209592 0.00166155 0.00161982 0.00133923 0.0013561 0.00227928 0.00174583 0.00189641 0.00198788 0.00132656 0.00162508 0.00171516 0.00160253 0.00145503 0.00239682 0.00187341 0.00191782 0.00217422 0.00217738 0.00172262 0.00166831 0.00199855 0.00199117
threshold=-1.0000000180025095e-35 0.10637000000000001 1.0000000180025095e-35 0.27287000000000006 0.27293500000000009 0.081790000000000015 -0.22665999999999997 -0.091944999999999985 -0.030254999999999994 1.0000000180025095e-35 0.10530000000000002 0.099265000000000006 -0.080114999999999978 0.13206500000000002 0.11312500000000002 0.086435000000000012 0.078475000000000017 0.084545000000000009 -0.081579999999999986 0.089155000000000026 -0.075574999999999989 -0.0037449999999999996 -0.16675999999999999 0.090405000000000013 -0.084044999999999995 -0.091964999999999977 0.14871000000000004 -0.095869999999999983 0.11434500000000002 -0.088204999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 -2 8 -8 10 11 13 -13 14 15 16 17 18 -9 20 22 -22 -20 24 -24 -26 27 -23 29 -29
right_child=1 -3 -4 4 -6 -7 7 9 -10 -11 -12 12 -14 -15 -16 -17 -18 -19 19 -21 21 26 23 -25 25 -27 -28 28 -30 -31
leaf_value=0.0043778454034416334 0.0033841078392567547 -0.0037947296186743007 -0.0043801130302615725 0.0020061838089909861 -0.0042693171761677366 -0.0036289464890585858 0.001672136822038414 -0.0039528991106314477 -0.0038285890572344545 -0.0043779900500332553 -0.0043783083366454902 -0.0011942279739014868 0.0037563772424964686 -0.0031489771719619554 0.0031764726508733058 -0.0043778033590802 -0.0041560786267921179 0.0030208664591995773 -0.0032041593363859198 -0.0043778210582096824 -0.0038551865761839981 -0.0015528880914963768 -0.0031088573004627983 0.0041561391915022365 -0.0043782889924077828 0.0023497005231398614 -0.0043798397193461295 -0.0015975919997966391 -0.0043786526379473688 0.0018559374290114182
leaf_weight=0.0011392278924517987 0.0024098714642377663 0.0016038760898453566 0.001146667931074318 0.011749884072749239 0.0012439796687431235 0.0028740870979646607 0.0013450966260535324 0.0020163590813311308 0.0048281280003585883 0.0015760743669765978 0.0012572505006573911 0.0028267413122069485 0.0048191040428200429 0.0032477312573178088 0.0037146340657159263 0.0019623762760563315 0.0013734342250586442 0.0036598279135091607 0.0016335633052477752 0.0014524364897887656 0.0032033747101856127 0.0067797742640038896 0.002218778156759524 0.0044885542198329622 0.0010246293143012499 0.0091583859002817344 0.0015490225541725513 0.0039014290055447943 0.0012879071172662284 0.017748189620476754
leaf_count=23 14 26 78 320 14 100 45 104 341 130 12 33 90 21 42 149 50 115 59 90 391 83 135 96 45 95 4 69 29 318
internal_value=0 -9.31916e-05 -3.74455e-05 9.82139e-06 0.00140539 -0.000186524 -7.59576e-05 -0.00017172 -0.00263002 1.58664e-05 0.000103168 0.000175341 0.00192609 -1.4745e-05 0.000136792 -4.11414e-05 9.7245e-05 0.000194408 1.12003e-05 0.000158007 0.000282324 -0.000249349 0.00127167 0.00170456 0.000817259 0.00167272 0.000120086 0.000354646 0.000918466 0.00123358
internal_weight=0 0.108101 0.106497 0.105351 0.0129939 0.0923568 0.0894827 0.0870728 0.00617322 0.0808996 0.0793235 0.0780663 0.00764585 0.0704204 0.0671727 0.063458 0.0614957 0.0601222 0.0564624 0.054446 0.0529936 0.0344697 0.0185239 0.0168903 0.0124018 0.010183 0.0312663 0.0297173 0.0229375 0.0216496
internal_count=3121 3098 3072 2994 334 2660 2560 2546 386 2160 2030 2018 123 1895 1874 1832 1683 1633 1518 1414 1324 894 430 371 275 140 503 499 416 387
is_linear=0
shrinkage=0.00437696


Tree=740
num_leaves=31
num_cat=0
split_feature=1 0 47 4 47 44 48 48 1375 51 14 12 474 4 150 16 2 1 4 4 16 3 2 151 13 15 12 41 2 3
split_gain=0.00422181 0.00446675 0.00441917 0.00562776 0.00395201 0.00383234 0.00416063 0.00422555 0.00499499 0.0050711 0.00414502 0.00428179 0.00460484 0.00451935 0.00371569 0.00535546 0.0054947 0.00361737 0.0035447 0.00310904 0.00585435 0.00293534 0.00407883 0.00362181 0.00324317 0.00443272 0.0038707 0.00263964 0.00260084 0.00262084
threshold=0.090405000000000013 -0.060129999999999996 0.092530000000000015 -0.17966999999999997 0.085270000000000026 0.086360000000000006 0.12879500000000002 0.092265000000000014 -1.0000000180025095e-35 0.11144500000000002 0.093890000000000015 0.085440000000000016 -0.14697499999999997 0.23246000000000003 -1.0000000180025095e-35 -0.061854999999999993 1.0000000180025095e-35 0.090475000000000014 0.071150000000000005 -0.49405499999999997 0.38525000000000004 0.013900000000000001 0.081135000000000013 -0.0038099999999999996 -0.020934999999999999 -1.0000000180025095e-35 0.088615000000000013 0.078570000000000015 0.10731 -0.116045
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 21 3 -2 19 6 7 8 -5 10 11 12 -10 17 -4 16 -16 -13 -17 20 -3 24 -23 -24 25 -1 27 -27 -21 -30
right_child=2 4 14 5 -6 -7 -8 -9 9 -11 -12 13 -14 -15 15 18 -18 -19 -20 28 -22 22 23 -25 -26 26 -28 -29 29 -31
leaf_value=-0.0010673319248022714 -0.00096060550873776481 -0.0013204626103099023 -0.0011616374862655722 -0.0006503188321864017 0.001103766187780499 -0.0011753161070730831 -0.00045545292196171662 0.0012343245748895086 -0.00073647656572486584 -0.00044380275641143124 -0.001076243105180625 0.0012043232073846229 0.0011761743615336224 0.00080609043942731125 -0.00024460900211844264 -0.0012835358352667407 0.0010905635428758926 -0.00090664126651391914 -6.1056538133502446e-05 0.00050052493698414817 0.00048368653658884968 0.00089299120796327441 0.00014157618261873367 -0.0009623440266611458 -0.0011404332186478855 0.00051602066784466809 -0.001319835841459505 -0.0013197538495371788 0.00025084034522816843 -0.0013200603512837391
leaf_weight=0.010302916568477372 0.0061102343254333382 0.0076477682413269577 0.0064436747538820774 0.0074910972875841244 0.005896339430819352 0.0027919029253098407 0.0090138138270958734 0.011396754518159469 0.0023739272728562346 0.0086787376628763013 0.0023296223250781614 0.0017799529787225765 0.028564536789360773 0.010880774520387604 0.01199900825520217 0.0078921272047978164 0.0097098853734678414 0.006864797203093076 0.008663809790959931 0.017149668437923538 0.0053035295568406582 0.0057089364518105859 0.011256083133957871 0.0095786155607129348 0.015311376665636089 0.012627027710500727 0.0030557922644121041 0.0015289644265976685 0.0042684691397880652 0.0032628250111486077
leaf_count=587 109 64 22 28 22 11 20 66 2 34 11 6 338 61 48 85 51 207 22 44 6 9 28 44 623 253 194 25 7 94
internal_value=0 -0.000232045 0.000109311 0.000265779 9.92968e-05 0.000347083 0.00039464 0.000489993 0.000366987 0.000490957 0.000644622 0.000724064 0.00102942 0.00024023 -0.000234627 -7.85219e-05 0.000352583 -0.000471994 -0.000643806 -5.80866e-05 -0.000581667 -0.000439958 -9.51754e-05 -0.000365944 -0.000653654 -0.000382771 2.70051e-05 0.000317742 0.000216662 -0.00042973
internal_weight=0 0.112898 0.142985 0.0982762 0.0435286 0.0921659 0.089374 0.0803602 0.0689634 0.0614723 0.0527936 0.050464 0.0309385 0.0195255 0.0447085 0.0382648 0.0217089 0.00864475 0.0165559 0.0376323 0.0129513 0.0693697 0.0265436 0.0208347 0.0428261 0.0275147 0.0172118 0.014156 0.024681 0.00753129
internal_count=3121 2000 1121 893 237 784 773 753 687 659 625 614 340 274 228 206 99 213 107 215 70 1763 81 72 1682 1059 472 278 145 101
is_linear=0
shrinkage=0.00131955


Tree=741
num_leaves=31
num_cat=0
split_feature=39 47 1 1374 1374 484 376 160 42 4 457 15 157 15 16 47 52 52 4 0 16 1 3 151 43 16 4 159 13 14
split_gain=0.00112683 0.00126226 0.00121034 0.00179079 0.00202972 0.00154443 0.00148267 0.00135936 0.00130606 0.00139675 0.00191288 0.00219051 0.00203564 0.00196171 0.00162194 0.001591 0.00164435 0.00142113 0.00249789 0.00139481 0.00164841 0.0013704 0.00132162 0.00124212 0.001201 0.00120241 0.00156851 0.00149068 0.0013606 0.00120743
threshold=0.16946000000000003 0.14808500000000002 0.094385000000000011 -0.094929999999999987 -1.0000000180025095e-35 -0.0068949999999999992 1.0000000180025095e-35 -0.40698999999999991 -0.095859999999999987 -0.083854999999999985 0.082380000000000009 -0.0058549999999999991 -0.080544999999999992 -0.090344999999999995 0.0028900000000000006 0.085270000000000026 0.11434500000000002 0.10744000000000002 -0.49405499999999997 -0.053834999999999994 -0.4714549999999999 0.079415000000000013 -0.13927999999999999 -0.40381499999999992 -0.27207999999999993 0.033715000000000009 0.09173000000000002 0.083335000000000006 -0.079969999999999986 -0.10708499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 7 -4 -7 15 11 -11 -13 -12 -15 16 17 18 -10 20 -14 -22 -20 -9 -25 27 28 29 -27 -26
right_child=-2 -3 6 4 5 8 -8 23 9 10 13 12 19 14 -16 -17 -18 -19 22 -21 21 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=-0.004208643169060367 0.0042082054989645021 -0.0039247447147006762 -0.0042076710620705688 0.003945006745381621 -0.0042077106276299427 -0.0035592440070392334 0.0037094964250302836 -0.0036165102780933026 -0.0030053411691498238 -0.0033123411869551214 0.0036853742808119249 0.0036885699609318914 0.0022085340804852663 -0.0029822090273467486 0.002565098878883394 0.0038633112022206264 -0.0042080826483411387 0.0041736801142022995 -0.0016233792805314421 0.0023508107213559321 -0.0042080239740611911 -0.00069150064456888856 0.0018559845056624856 -0.003766003748359145 -0.0015154110095778389 0.0026907992643927271 0.0016533079350399792 0.0041831171751656269 -0.0025783554679140517 0.0011055916145238111
leaf_weight=0.0021637026921723637 0.0010908290899180875 0.0014974020830322834 0.0011601859400656158 0.0019178335328433596 0.0018780378816583001 0.0021107097446844128 0.0023573662500382389 0.0013186442412802526 0.0033888888915498657 0.0072241430955202164 0.0029770151339221229 0.0018310882428522737 0.0015626871425240508 0.0024163181071230602 0.0015194734482975036 0.0024126177760308556 0.0013682771962137954 0.0017519156091481127 0.0024622891247361141 0.0017513051249551546 0.0040918912579428479 0.003767096064652975 0.0089752168701551227 0.0011223420527528552 0.003543634367787262 0.0010207620885012147 0.0035845795227373856 0.0024808619324261363 0.005771085486770744 0.025467693277221315
leaf_count=38 23 13 32 9 397 176 132 18 36 499 19 15 12 42 8 17 34 10 31 39 401 182 213 18 33 13 55 86 185 335
internal_value=0 -8.98378e-05 -3.43008e-05 -0.000456567 -0.000304557 -0.000462842 0.000456332 0.000287672 -0.000321079 -0.000177189 -0.000802003 -0.00145491 -0.000423052 0.00110853 -0.000840585 0.000655756 0.000224554 0.000590398 0.00016699 -0.00109689 -0.00173775 -0.00252243 0.00110694 0.000405377 0.000528738 0.000643864 -0.000598166 0.0010531 -0.00178644 0.000785445
internal_weight=0 0.104895 0.103398 0.0555705 0.0534068 0.051489 0.0478272 0.0454698 0.0496109 0.0475002 0.027141 0.0202282 0.0130041 0.00691281 0.00393579 0.0203592 0.0179466 0.0165783 0.0148264 0.011173 0.00942167 0.00785899 0.0114375 0.0443096 0.042991 0.0418686 0.0103764 0.0314922 0.00679185 0.0290113
internal_count=3121 3098 3085 2178 2140 2131 907 775 1734 1558 1217 1148 649 69 50 341 324 290 280 634 595 583 244 743 725 707 253 454 198 368
is_linear=0
shrinkage=0.004207


Tree=742
num_leaves=31
num_cat=0
split_feature=147 48 14 12 43 122 1 42 43 52 52 48 42 49 15 49 1 0 484 51 1374 457 457 43 2 52 1 47 16 16
split_gain=0.00112795 0.0022471 0.0014438 0.0012451 0.00174244 0.00176833 0.00155786 0.00174661 0.0015433 0.00186221 0.00212581 0.00209411 0.00140629 0.00159284 0.00168177 0.00136212 0.00125853 0.00166462 0.00112295 0.00140918 0.00231144 0.00212462 0.0012525 0.00109176 0.00135502 0.00191372 0.00175404 0.00140785 0.00160251 0.00107223
threshold=0.089025000000000007 -0.098424999999999985 0.076175000000000007 0.084100000000000022 -0.04890499999999999 1.0000000180025095e-35 0.13075500000000004 0.091735000000000025 -1.0000000180025095e-35 1.0000000180025095e-35 0.19022000000000003 0.12879500000000002 0.091295000000000015 -0.33072999999999991 0.090615000000000015 -0.22491999999999998 1.0000000180025095e-35 -0.084044999999999995 -0.0068949999999999992 0.094075000000000006 -0.094929999999999987 0.045365000000000009 -0.069489999999999982 -0.17390999999999998 0.092120000000000021 0.11434500000000002 0.080270000000000022 0.10813000000000002 -0.087989999999999985 0.22339500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 16 7 12 -6 11 -11 18 13 -5 23 -9 17 -1 -10 20 -20 22 -22 -15 26 29 -25 28 -28 -26
right_child=1 -3 -4 6 8 -7 -8 15 9 10 -12 -13 -14 14 -16 -17 -18 -19 19 -21 21 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=-0.0031887483334572604 -0.0023397914956266651 0.0025351007130495129 -0.002704268635487784 0.0029453971116021401 -0.0024175238669819047 -0.0027374361837260957 0.0016329744592971859 0.0011737844727174938 -0.0026260115279845351 0.0025187478094131394 -0.0011902782769686645 -0.0026378889983580248 0.0022122985491542344 0.0011047795791779814 -0.00255125342921353 -0.0028660479543269279 0.002382529316630817 0.0012625798026526902 -0.0031895563363781303 0.0026023756426034389 -0.0022497171922940813 0.0029876589746641192 0.00022491928105560196 -0.0031889948498991512 0.0019249606606375641 -0.0031892958409371402 0.0019991921501493091 -0.0031894661946311013 -0.0015168222675014025 -0.00074243133176614688
leaf_weight=0.0010721566016229644 0.0012559525361552915 0.0040965043399410197 0.002136667245125067 0.0012744718046633343 0.0026714397033238404 0.0010551506989031631 0.0032516248351726054 0.0010134419062524103 0.001525445672029945 0.0056036918178961051 0.0021827939967238308 0.0033730271818512838 0.0020252718844560027 0.0042160872038152697 0.0042196098367526238 0.0052117046232496014 0.0076375995043491685 0.0041979997624395082 0.0021527007884287732 0.0022438714875931956 0.0023996738593723413 0.0025816673701228856 0.01556819797939113 0.0037655425168026183 0.0043533404737630121 0.0013380641113229785 0.0027287887790237164 0.0015107780105694246 0.0025484461707812045 0.0023638323138683859
leaf_count=96 22 102 95 5 103 8 48 5 32 79 43 29 33 77 214 481 232 40 9 24 18 15 177 589 107 62 60 32 145 139
internal_value=0 0.00139121 -0.0001126 -5.37442e-05 0.000260454 0.00123111 -0.000481912 -0.000669961 -7.58327e-05 9.04046e-05 0.00147899 -0.00027188 -0.000354354 -0.000537912 -0.000702063 -0.00220837 0.00155552 0.000357005 2.95993e-05 0.000191989 -4.62518e-05 0.00028303 -0.000105577 -0.000360205 -0.000692119 0.000292672 -0.00144378 -0.000475654 0.000301263 0.000986282
internal_weight=0 0.00535246 0.0962231 0.0940864 0.0542654 0.0139629 0.039821 0.0365694 0.0403025 0.0376311 0.00778649 0.0298446 0.0303442 0.028319 0.0270445 0.00622515 0.0129078 0.00527016 0.0264716 0.0249461 0.0227022 0.0205495 0.0179679 0.0228249 0.0186088 0.00805524 0.0105536 0.00678801 0.00527723 0.00671717
internal_count=3121 124 2997 2902 905 376 1997 1949 529 426 122 304 1463 1430 1425 486 368 136 275 243 219 210 195 1211 1134 308 826 237 205 246
is_linear=0
shrinkage=0.00318838


Tree=743
num_leaves=31
num_cat=0
split_feature=1 158 0 4 43 3 12 47 47 16 150 150 160 2 2 3 151 157 4 2 51 4 1 15 13 133 47 1446 52 15
split_gain=0.00611264 0.00644829 0.00621223 0.007067 0.00986255 0.00660836 0.00616183 0.00870024 0.0102237 0.00644478 0.00899178 0.00775179 0.00545475 0.00479945 0.00474687 0.00589157 0.00462306 0.00442155 0.00466473 0.00460331 0.00423313 0.0133779 0.00421439 0.00475367 0.00725954 0.00503857 0.00416382 0.00366095 0.00362896 0.0075178
threshold=0.091615000000000016 0.084765000000000021 -0.060129999999999996 -0.49405499999999997 -0.52440999999999993 0.013900000000000001 -1.0000000180025095e-35 0.090100000000000013 0.10980000000000002 -0.072804999999999981 -1.0000000180025095e-35 -0.088794999999999985 -1.0000000180025095e-35 0.081135000000000013 0.10731 -0.116045 -0.0038099999999999996 -0.073574999999999988 0.0052350000000000009 0.11448000000000001 0.093135000000000009 0.19806500000000002 0.077845000000000011 0.083935000000000023 -0.076599999999999988 0.083950000000000011 0.10843500000000002 0.089705000000000021 -0.087284999999999988 -0.053579999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 22 7 27 -9 10 -8 -11 -12 -7 -5 -16 -15 18 19 -13 21 -14 23 -1 25 -25 -23 -2 29 -19
right_child=6 -3 3 14 -6 13 9 8 -10 11 12 17 20 16 15 -17 -18 28 -20 -21 -22 26 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0011955328092841358 0.0010973122740498865 -0.0011958033495523936 0.00069714114256276105 0.00071023969525023866 -0.00096695072309994185 0.00089310390240596009 -0.00080457894486930402 -0.0010808946345885998 0.00061538225126530005 0.0011173884677553119 -0.00065661540984170575 -0.00083984937978804524 -0.0010285548365426597 0.00021436031701390252 0.00046568602112882556 -0.0011957461915361868 -0.00068939711072279206 0.00046481190532305598 0.0011937995554813594 0.0010452442772067132 0.0011102559153823332 0.00087531644206192668 -0.00017500400753048682 -0.0011954016057111028 -0.0011957494363130333 0.00068275895739695056 -2.351041566240544e-06 -0.00059028039333614923 -0.00079305923158122906 -0.00085384478609452528
leaf_weight=0.020259556040002735 0.023527356989518466 0.0086223508889702316 0.0078126020380295813 0.029327586757062818 0.014583559040943328 0.0080108551192097366 0.010199165968515445 0.0085356979288917501 0.012519276859393358 0.0054579741490670122 0.0063186387490077314 0.0061283886848286784 0.0083568240827389673 0.020919448897075199 0.0081323197300662287 0.0048770785094234279 0.013177940315017622 0.012729821994980739 0.0048084201662277346 0.0026506822650844697 0.013152418835261415 0.028489872813224792 0.026756246489583191 0.0026536468567428537 0.0087648412964540512 0.008827250726199054 0.010591676393232774 0.0019915836383006527 0.030057416928173097 0.011994414032528766
leaf_count=702 271 215 8 44 67 8 34 17 39 9 46 59 64 30 7 91 43 41 19 15 34 100 260 129 385 80 19 6 182 97
internal_value=0 -0.000186926 -0.000136961 0.000156487 -0.000386454 -0.000310646 0.000116374 0.000496398 -7.22893e-05 -8.88795e-07 0.000240763 -0.000253282 0.000400107 6.0653e-05 0.000443701 -0.000157166 -0.000134923 -0.000362704 0.000247579 -0.000270679 0.000510306 0.000343968 -0.000543093 -0.000786238 -0.000376664 0.000248649 0.000637456 0.000965607 -0.000514072 -0.000174905
internal_weight=0 0.182725 0.174103 0.0647331 0.0223962 0.10937 0.19751 0.0465739 0.021055 0.150936 0.0771086 0.0738271 0.0669094 0.0421082 0.042337 0.0130094 0.0340974 0.0683691 0.0135875 0.00877907 0.0605908 0.0474384 0.0672615 0.0405053 0.0202457 0.0114809 0.0390815 0.0255189 0.0547817 0.0247242
internal_count=3121 2069 1854 217 75 1637 1052 333 56 719 297 422 263 81 142 98 73 413 93 74 217 183 1556 1296 594 209 119 277 320 138
is_linear=0
shrinkage=0.00119516


Tree=744
num_leaves=31
num_cat=0
split_feature=3 1366 4 47 14 151 48 158 159 133 0 52 42 52 49 52 13 2 160 1212 1348 16 52 40 42 0 42 39 51 124
split_gain=0.00611311 0.0061386 0.00567134 0.00649829 0.00741025 0.0076534 0.00621199 0.00612971 0.00565801 0.00602143 0.00565379 0.00600205 0.00761166 0.00707586 0.00801351 0.00582049 0.00522045 0.005215 0.00519191 0.00632876 0.00481292 0.00512702 0.00611524 0.00833997 0.00568239 0.00563401 0.00493427 0.00480281 0.00471196 0.00450801
threshold=0.30112000000000005 -1.0000000180025095e-35 0.27834500000000006 0.10954500000000002 -0.46885499999999997 -0.27559499999999998 0.016865000000000002 0.084765000000000021 0.087225000000000011 -0.0061299999999999992 0.051010000000000007 -0.088614999999999985 0.088200000000000014 -0.081429999999999989 -0.069799999999999987 -0.080979999999999983 -0.094514999999999988 0.10613000000000002 -0.079874999999999988 -0.50120999999999993 0.084620000000000015 -0.36241499999999999 -1.0000000180025095e-35 0.084220000000000003 0.10077000000000001 -0.10607499999999999 -0.095859999999999987 0.088550000000000004 0.13831000000000002 -0.083289999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 8 9 18 11 12 -8 -13 -15 -16 17 -11 -3 -20 21 -18 23 24 -23 -24 -27 -28 -7 -2
right_child=29 2 3 -5 5 28 10 -9 -10 16 -12 13 -14 14 15 -17 20 -19 19 -21 -22 22 25 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0010823861728973809 -0.0010587506866651891 0.00057579182385812818 -0.00044490034911933075 -0.00089020898703471077 -0.0013745746563122952 0.0014366087405198128 -0.0010515069965553129 -0.0014575685255331576 0.00057367036522964858 0.00085063712763540356 0.0013639622211701319 0.0013297023984328246 0.00080073066122979698 -0.00074517819099488482 -0.0014122425964340109 0.00055893094890682921 -0.0014507837717291985 -0.00041943722083714598 0.00094871160082387706 -0.0013366003788217219 0.00089492647444522724 -0.0013573350257134998 0.00078318379771218582 0.0012639384097746277 0.00061072664946761187 -0.0014580943773791323 -0.0002452601145247126 0.0012850005282042541 -0.00057848230289072689 0.00112089763419761
leaf_weight=0.012541885399144803 0.0023395581738441243 0.0045819062172540717 0.009860388337870063 0.0067897689893925408 0.0026090184837812549 0.024779346503294164 0.017673224308680346 0.0087591001205140628 0.017702919580528942 0.018646586839167867 0.007784485646425309 0.011494928785623415 0.0064196856490070777 0.017687762343598479 0.0034390661094221278 0.042133466378430739 0.0086781613226776244 0.010857628687290344 0.002870702604241159 0.024724386787141839 0.0067093309426127226 0.023697465768407255 0.013938352347850014 0.0035882098454749203 0.0035850074432914871 0.0063783598889699525 0.044951367115970697 0.0048201074846474503 0.0027348543226253233 0.014474976967790099
leaf_count=61 3 38 37 19 6 200 91 223 116 45 29 48 37 72 3 218 32 11 23 517 24 439 32 9 21 58 568 8 4 129
internal_value=0 -8.05395e-05 -4.54314e-05 0.000427565 0.000651341 0.00101018 -0.000116541 -0.000265198 -0.000211838 -0.000289949 0.00016854 7.43982e-05 -0.000557968 0.000278204 8.71379e-05 0.000410179 -0.000164099 0.000383246 -0.000860395 -0.00109886 -0.0003029 -0.000376202 -0.000283834 -0.000824104 -0.00109873 -4.58693e-05 -0.000251669 -9.70624e-05 0.00123631 0.000817623
internal_weight=0 0.370437 0.357896 0.0467734 0.0399836 0.0301232 0.311122 0.20449 0.19573 0.178028 0.106633 0.0988481 0.0240929 0.0747552 0.0632603 0.0455725 0.145851 0.0295042 0.032177 0.0275951 0.116346 0.109637 0.100959 0.0308707 0.0272825 0.0700882 0.0561498 0.0497715 0.0275142 0.0168145
internal_count=3121 2989 2928 266 247 210 2662 2164 1941 1825 498 469 128 341 293 221 1247 56 578 540 1191 1167 1135 469 460 666 634 576 204 132
is_linear=0
shrinkage=0.00145689


Tree=745
num_leaves=31
num_cat=0
split_feature=1425 15 50 1348 14 11 480 3 0 0 16 15 0 133 4 2 0 48 0 151 13 15 4 16 13 13 43 47 16 3
split_gain=0.00112462 0.00160759 0.00181482 0.00125149 0.0015636 0.00146797 0.00127783 0.00124923 0.00181611 0.00253072 0.00166228 0.00146405 0.00139536 0.00191711 0.00184711 0.00188579 0.00129866 0.00141884 0.00196991 0.00190452 0.00134138 0.00159069 0.00128728 0.00122153 0.00106438 0.00197343 0.00129378 0.00105008 0.0013802 0.00167347
threshold=1.0000000180025095e-35 -0.24436499999999997 0.11843500000000001 0.090205000000000021 0.076175000000000007 0.087830000000000005 0.084710000000000021 -0.12018999999999998 -0.10096999999999999 -0.084269999999999984 -0.011989999999999999 -1.0000000180025095e-35 -0.18113999999999997 -0.088004999999999986 0.033845000000000007 0.090675000000000019 -0.083914999999999976 0.088965000000000002 -0.077809999999999976 -0.085039999999999991 -0.074519999999999989 -0.073184999999999986 0.052250000000000012 0.042200000000000008 -0.53104499999999988 -0.47860499999999995 -0.17390999999999998 0.13082500000000002 0.13751500000000003 -0.012304999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 11 10 -10 12 -3 14 -14 15 -9 -11 18 -18 -19 -21 -22 -15 -12 -20 -26 -27 28 29 -28
right_child=-2 3 -4 -5 -6 -7 -8 8 9 16 23 -13 13 22 -16 -17 17 19 24 20 21 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=0.0025526685769576719 -0.0035932830483435801 0.0030131517584766928 -0.0016026532429723509 0.0028836920656584043 -0.0030367985418472449 -0.0028018511079899505 -0.0035911143768602881 -0.0016472576907046932 -0.0029407585361048332 0.0028800865991142057 0.0034201459707440163 0.00032109323162751404 -0.002463139672201642 0.0031082180183454643 -0.0027463391403962653 0.0015026497832610181 -0.0035888254107649567 -0.0032162317821327066 -0.0035923810878529627 0.0034607574898362532 0.0027509049706542056 -0.0023917272253483487 0.00062123334405261052 3.5072201221381455e-05 0.0035917571065530005 0.00085154680534618645 -0.0030317343927359452 0.00087105468970142934 -0.0035811275250429648 0.0017068069729418366
leaf_weight=0.005843887934531721 0.0011342967043539423 0.0035355763642996871 0.001764154378861349 0.0017463247385194327 0.0024130690994468287 0.002533168302932153 0.0012790562631757032 0.0044658157360117912 0.0056890098978943293 0.0015451373425676629 0.0036542076027501402 0.00989043460197081 0.0020878289128063434 0.0035193077424651173 0.0042616998344442445 0.0054297606559430278 0.0031649743644290773 0.0012232981264332921 0.001332519750576462 0.0028896613717535047 0.0014833269676230998 0.0016249428143595415 0.011295585117068185 0.0022029539140930865 0.0015546449822068037 0.004831704310390701 0.0018166705325057724 0.0020291537239245372 0.0037674624245909172 0.0020397587314704936
leaf_count=231 78 52 19 37 95 60 208 35 667 33 50 83 56 60 37 17 470 14 3 36 44 36 99 17 8 33 315 15 175 38
internal_value=0 2.04127e-06 0.00158913 -0.000127366 -0.000184796 -0.000107597 -2.87998e-05 2.45942e-05 -0.000163125 -0.000749233 0.000392423 0.00103001 6.15571e-05 0.000758065 -0.000770021 8.1115e-05 -0.000323765 -0.000502105 -0.000983478 0.000866899 0.00169967 6.24372e-05 0.00121202 0.00214698 -0.000508812 -0.000252635 -0.000665253 -0.00142447 -0.00203544 -0.000525405
internal_weight=0 0.100915 0.00760804 0.0933071 0.0915607 0.0891477 0.0866145 0.0853354 0.0719094 0.0349923 0.0369172 0.013426 0.03106 0.0169027 0.0141573 0.00989558 0.0293033 0.0277581 0.0205369 0.00722123 0.00599793 0.00310827 0.0148149 0.00585716 0.0173719 0.0160394 0.0144847 0.00965305 0.00762389 0.00385643
internal_count=3121 3043 250 2793 2756 2661 2601 2393 2258 1887 371 135 304 215 89 52 1220 1187 1057 130 116 80 159 67 587 584 576 543 528 353
is_linear=0
shrinkage=0.00359063


Tree=746
num_leaves=31
num_cat=0
split_feature=1 47 0 4 48 4 52 44 128 1446 1 4 16 1374 474 0 3 150 16 1 0 15 133 3 0 2 3 50 474 52
split_gain=0.00382966 0.00512133 0.00481352 0.00476738 0.00509885 0.00429751 0.00498635 0.0041848 0.00395303 0.00426591 0.00371629 0.00407486 0.00373515 0.00569486 0.00379584 0.00466355 0.00351899 0.00350566 0.00375409 0.00403102 0.00323116 0.00322065 0.00588227 0.00359677 0.00288993 0.0026679 0.00335662 0.00264575 0.00290727 0.00315305
threshold=0.094385000000000011 0.092530000000000015 -0.060129999999999996 -0.17966999999999997 0.12879500000000002 -0.49405499999999997 0.10347000000000002 0.087770000000000015 0.086435000000000012 0.090050000000000005 1.0000000180025095e-35 0.053925000000000008 -0.087989999999999985 -0.094929999999999987 0.084660000000000027 -0.077999999999999986 -0.084074999999999997 -1.0000000180025095e-35 -0.061854999999999993 0.11588000000000001 -0.077639999999999987 0.083935000000000023 0.083950000000000011 0.11296500000000002 -0.060129999999999996 0.10731 -0.116045 0.11610000000000001 -0.14697499999999997 -0.24456499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 8 9 27 16 12 13 -12 15 -14 -1 -3 19 -19 -17 23 -23 -18 -20 -7 -27 28 -5 -30
right_child=1 17 5 4 -6 25 -8 -9 -10 -11 11 -13 14 -15 -16 20 21 18 24 -21 -22 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.0014573075484059428 -0.00095287571816928256 -0.0012532586877516733 -0.001457730036162706 -0.00074757384844040037 -0.00061941255764017488 0.00080407231519576431 0.00042726552782136704 -0.0013415680664497693 -0.00075257345156336589 -0.0012331129311337306 -0.0014580548952125441 0.0010819210513658428 -0.0014573565408150734 0.00060581476786367421 0.00034725156208505789 0.0014580378973721758 -0.0014571972101954515 -0.00029263108784204349 -0.0014574212584246328 0.0011123443713503525 -0.0011112164575069776 -0.001457476621458222 0.00091215507842356874 0.00039507555292272854 -0.0001014831663235798 0.00053241057119087691 -0.0014573338546024759 -0.00040738814576944009 -0.00015038103235394084 0.0011471646844981337
leaf_weight=0.011359752545629931 0.0053196821283449927 0.0065272818428638848 0.0060682598581820457 0.0020390408340062996 0.007949295582875493 0.019461543226498179 0.0058502563181548339 0.0022228976013138882 0.003751308761479776 0.0021212719693721729 0.0035500126541592172 0.0050007275832513179 0.013241879374703554 0.014143576925391699 0.0055816393029886049 0.0023142703593066472 0.0086393008111969039 0.0091664951610823664 0.0055606085395538693 0.0082224766740637278 0.0018853667316989257 0.003292028538588454 0.0068504038656982402 0.0029970626201247805 0.008340362537069268 0.004828363049455219 0.0028687187853080331 0.0032146906488605955 0.0043744370955209879 0.043534832352236208
leaf_count=633 105 22 64 3 19 59 18 9 33 15 8 26 228 106 62 3 473 51 60 44 60 202 122 7 31 8 99 33 30 488
internal_value=0 0.000154602 -0.000221269 0.000376182 0.00047834 0.000196847 -0.000532472 0.000620792 0.000694681 0.000792885 -0.000428467 -0.000159195 -0.000311626 0.000191723 -0.000698456 -0.0010331 -0.00079995 -0.00028207 -7.94738e-05 0.00037172 0.000304608 -0.000457074 0.000143021 -0.000980126 -0.00064388 0.000516907 -0.000209171 0.000873725 0.000956178 0.00102869
internal_weight=0 0.112345 0.117933 0.0745275 0.0692078 0.0390771 0.0119185 0.0612585 0.0590356 0.0552843 0.078856 0.0457175 0.0407167 0.0176936 0.0230232 0.0174415 0.0331385 0.0378172 0.0312899 0.017389 0.00419964 0.0217788 0.0101424 0.0116364 0.013901 0.0271586 0.00769708 0.053163 0.0499483 0.0479093
internal_count=3121 943 2178 735 630 248 82 611 602 569 1930 493 467 114 353 291 1437 208 186 95 63 804 324 480 91 166 107 554 521 518
is_linear=0
shrinkage=0.00145689


Tree=747
num_leaves=31
num_cat=0
split_feature=31 1 51 0 50 14 484 159 130 43 133 3 3 457 133 0 50 13 484 51 48 2 48 51 14 0 1 4 13 0
split_gain=0.00110507 0.00109353 0.00143365 0.00138373 0.00134994 0.00114181 0.00142982 0.00160149 0.00147541 0.00184929 0.00164808 0.00151928 0.00215117 0.0022028 0.00180677 0.00221562 0.00262448 0.0016401 0.00114423 0.00112665 0.00112607 0.00144091 0.00261603 0.00210562 0.00205714 0.00153121 0.00150438 0.00111992 0.00123062 0.00106262
threshold=-1.0000000180025095e-35 0.104035 -0.10748999999999999 1.0000000180025095e-35 0.10124500000000002 0.062655000000000016 0.085515000000000022 0.091005000000000016 -0.0015749999999999998 -0.15582499999999996 0.10622000000000002 -0.10831999999999999 -0.084074999999999997 -0.0029299999999999994 0.083950000000000011 -0.14001499999999997 0.10030500000000002 -0.42195999999999995 0.088860000000000008 0.087505000000000013 -0.086869999999999989 0.10467500000000002 0.12879500000000002 0.12808000000000003 -0.23083499999999998 -0.084674999999999986 0.11588000000000001 0.09173000000000002 0.0076650000000000008 0.14486500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 20 5 6 7 8 -4 -10 11 -11 -13 -14 15 19 17 -17 -8 -15 -3 26 24 -24 25 -23 -22 -28 -29 -20
right_child=1 3 4 -5 -6 -7 18 -9 9 10 -12 12 13 14 -16 16 -18 -19 29 -21 21 22 23 -25 -26 -27 27 28 -30 -31
leaf_value=0.0033849153870221822 -0.0033837686785940712 -0.0022902569307680005 -0.0027473782692172071 0.0030298231664083347 -0.0033837470673274824 -0.0033838649049623662 0.0030105562675948674 -0.0032326484310539871 0.0015621912558996893 0.0013953041798021957 -0.0029722697801148664 -0.0033844102486598701 -0.002977144274592666 0.00204734559572209 0.0017040514069031256 0.0011686249134515332 0.0032216655737648679 -0.0031021329324272102 -0.0015730454370835563 -0.00037548245551332265 -0.0019207903561682354 -0.0012989365215637699 -0.0029257590911723899 0.00099088210063661883 0.0027642677250466867 0.0025698947222363841 -0.0016472477587761959 0.0026858694140621075 -0.00023240610440485249 0.0024572344379911763
leaf_weight=0.0010699297035756663 0.0017416466179138715 0.0019401733143240554 0.0024172325762421556 0.0021200740241624763 0.0015495242924128396 0.0012472554883373723 0.002837045503696344 0.0020428658577174011 0.0070115686124836421 0.0060947165252116442 0.0025220229460201074 0.0026244707709199766 0.0028602247742988132 0.0042117143352697773 0.0063861482330800348 0.0012395420308166649 0.0011025891926692566 0.0060733584797230383 0.0018698519497135635 0.0045939773190184496 0.0051739361045690666 0.0033241765628702069 0.0029881345487865465 0.0033144679459837789 0.0087154978048857874 0.0018082259123275426 0.0023406171475244264 0.0029910724049386772 0.003701545700096176 0.0012493636568251532
leaf_count=86 216 19 208 107 271 72 65 133 78 67 234 267 49 25 121 5 4 449 121 19 63 24 27 36 198 50 56 32 13 6
internal_value=0 -7.24377e-05 -0.000359078 0.000372805 -0.000268147 -0.000182526 -0.000110108 -0.000299726 -0.000172618 -3.34469e-05 -0.00033014 -0.000140764 -0.000462567 -0.000172843 0.000166921 -0.000403094 -0.00164454 -0.00237824 0.00145556 0.000783343 0.000217615 0.000359234 0.000941054 -0.000866041 0.00176352 6.41134e-05 -0.00046598 0.000367287 0.00107183 4.12339e-05
internal_weight=0 0.098093 0.0596751 0.0384179 0.0579335 0.0563839 0.0551367 0.0491804 0.0471376 0.0447203 0.0377088 0.0351867 0.029092 0.0264676 0.0236073 0.0172212 0.00841549 0.0073129 0.00595626 0.00880569 0.0362978 0.0343577 0.0201505 0.0063026 0.0138479 0.0051324 0.0142072 0.00903324 0.00669262 0.00311922
internal_count=3121 3035 2410 625 2194 1923 1851 1659 1526 1318 1240 1006 939 672 623 502 458 454 192 44 518 499 335 63 272 74 164 101 45 127
is_linear=0
shrinkage=0.00338353


Tree=748
num_leaves=31
num_cat=0
split_feature=39 47 51 1 128 1373 15 151 454 50 4 41 48 1374 49 42 13 3 0 4 0 457 1 15 16 1 1 474 16 48
split_gain=0.00105493 0.00121291 0.00180432 0.00140845 0.00171606 0.00160994 0.00151882 0.00265703 0.00132141 0.00139378 0.00154374 0.00136152 0.00167533 0.00151838 0.00167683 0.00139391 0.00135865 0.00172839 0.00142475 0.00214688 0.00178589 0.00155702 0.00181056 0.00206154 0.0012831 0.00144188 0.00195306 0.0011982 0.00118342 0.00105472
threshold=0.16946000000000003 0.13148500000000005 0.12808000000000003 0.10937500000000001 0.086435000000000012 -1.0000000180025095e-35 0.095175000000000023 0.15288500000000002 -1.0000000180025095e-35 0.10647500000000001 0.40473500000000007 0.078475000000000017 0.093265000000000015 -0.094929999999999987 -0.12164499999999999 0.092620000000000022 -0.53104499999999988 0.090900000000000009 -0.077999999999999986 -0.42529999999999996 -0.083914999999999976 -0.065884999999999985 1.0000000180025095e-35 0.083935000000000023 -0.087659999999999988 0.094385000000000011 0.086255000000000012 -0.14697499999999997 -0.079109999999999986 -0.089099999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 6 -5 8 -8 -1 10 11 12 13 -10 -15 16 -16 18 20 -20 21 -18 23 -23 -24 26 -26 -7 -21 -29
right_child=-2 2 -4 5 -6 27 7 -9 9 -11 -12 -13 -14 14 15 -17 17 -19 19 28 -22 22 24 -25 25 -27 -28 29 -30 -31
leaf_value=-0.003321540255049351 0.0040446876222790581 -0.0035162475059709857 0.0014279777154157381 -0.003978832063130165 -0.004044359642208748 -0.0025633736319581593 -0.0040446369081590244 0.0027413704405085176 -0.0028459461931256099 -0.0040438837436512732 0.0040440946253447411 -0.0027706397542160317 0.0025417625989053085 -0.0035099162696198018 -0.0029487067722564846 -0.0021129535456237435 -0.004027606238365314 0.0025919905635082238 -0.0021447074742581944 -0.00013384594042479568 -0.0039071099300381227 -0.0040440768970482774 0.0027059045034176143 0.0015361801114380587 0.0018632814554478457 0.0028522970535706134 -0.0040443977474055905 -0.0022701858715223921 0.0032988057976340852 0.0016134726365215058
leaf_weight=0.0018685220320087117 0.0010221798177383326 0.0037457077699372112 0.0017805707893785439 0.001055399178312654 0.0019135224110513596 0.0013428696986466085 0.0036857400586232094 0.0012680042450483597 0.0028360350561342776 0.0012758882932875073 0.0016831500559533188 0.0025529258765857312 0.0047523911456472936 0.0018974984706687783 0.0016893607571546445 0.0033782184081321267 0.0013715720302158721 0.0068474984855413359 0.0021005814247416774 0.0022111152410246868 0.0020323149370948803 0.0025941797384500939 0.0055816281631564379 0.0018576671207313211 0.0016124572692035599 0.0018825407262283989 0.0021154458050034464 0.0012163205073534291 0.0063824381813262351 0.019071557756738855
leaf_count=54 23 36 26 4 178 7 333 4 41 207 39 82 132 41 11 191 45 75 81 27 296 256 56 188 28 31 35 16 130 448
internal_value=0 -8.55942e-05 -0.00192321 2.97052e-05 -0.00027148 0.000897844 -0.000157747 -0.00230763 2.42312e-05 0.000134577 0.000230846 0.000111316 0.000255176 2.09305e-05 0.000207606 0.000376941 0.000596682 0.000760375 0.000338681 0.00151984 -0.000324463 0.000103445 0.000465633 -0.00171555 0.00133324 -3.2382e-05 -0.00148911 0.00113579 0.00241559 0.00138064
internal_weight=0 0.0936031 0.00552628 0.0880768 0.0653907 0.0226861 0.0634772 0.00495374 0.0585234 0.0566549 0.055379 0.0536959 0.0511429 0.0463906 0.0435545 0.041657 0.0382788 0.0365894 0.0297419 0.0106941 0.0190478 0.0170155 0.0156439 0.00445185 0.0111921 0.00561044 0.0037279 0.0216307 0.00859355 0.0202879
internal_count=3121 3098 62 3036 2561 475 2383 337 2046 1992 1785 1746 1664 1532 1491 1450 1259 1248 1173 238 935 639 594 444 150 94 63 471 157 464
is_linear=0
shrinkage=0.00404364


Tree=749
num_leaves=31
num_cat=0
split_feature=147 148 1456 445 12 43 2 1 42 42 43 4 151 3 2 2 13 43 52 16 3 42 49 48 0 150 16 2 474 3
split_gain=0.000994693 0.00169826 0.00107986 0.00101709 0.00104658 0.00138448 0.0015266 0.00128812 0.00154381 0.00123585 0.00177654 0.00135132 0.00127293 0.00153872 0.00147711 0.00144884 0.00129192 0.00122552 0.00163237 0.00176962 0.00113728 0.00120817 0.00111983 0.00105668 0.00123652 0.00138046 0.00109494 0.00160938 0.00129744 0.000994098
threshold=0.089025000000000007 0.10530000000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 0.084100000000000022 -0.04890499999999999 0.10882500000000002 0.13075500000000004 0.091735000000000025 -0.11051499999999999 -0.17390999999999998 0.40473500000000007 0.15288500000000002 -0.078934999999999991 0.092120000000000021 0.10327000000000001 -0.084154999999999994 -1.0000000180025095e-35 1.0000000180025095e-35 -0.25582999999999995 -0.084074999999999997 -0.094469999999999985 -0.22491999999999998 0.12879500000000002 -0.23091999999999999 0.087380000000000013 -0.056919999999999991 0.11263500000000001 0.087035000000000015 -0.0043399999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 6 20 8 9 -6 -11 12 13 14 -12 -16 -15 -7 23 -20 -5 -22 -10 24 -19 26 27 -26 29 -28
right_child=1 -3 3 4 7 17 -8 -9 22 10 11 -13 -14 16 15 -17 -18 18 19 -21 21 -23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=-0.0030258747820223219 0.0032966128828460449 -0.0025368556475705993 -0.0042077186004806462 -0.0023468066656942036 -0.0040423239668092061 -0.003014233610785001 0.00370999961321614 0.0020038792214022083 0.0011668861639224555 0.002237177384581008 -0.0034642073868272534 0.0033553245377251606 0.0033948968914324093 0.00075737374790112253 0.0026650345080253992 -0.0034940063968361681 -0.0042074988368199142 0.0018690946959246514 -0.0021471492451552985 0.0031889131508594376 -0.0011986976333800848 0.0026147215404532902 -0.0037362757362256437 -0.0031008176208523921 0.0021747697663291802 -0.0029912105141325874 7.5948397229897574e-05 -0.0018458526746190241 0.0018008582206227375 -0.0036884835260539385
leaf_weight=0.0022446681381840241 0.0035348038594236178 0.0011775108987421845 0.0010377294237571269 0.0018472023749609443 0.0015488903013398661 0.0022949476199656252 0.0040549849165785199 0.0031276428943272086 0.0010078577397507615 0.0044502769816574484 0.0067990017701635621 0.0013553994083395074 0.0011003700010974162 0.0069326784202701219 0.0016653645129736105 0.0011378569836963948 0.0010708993431265534 0.0047615220885290866 0.0013997568891710443 0.0051361182192835022 0.0021740294800025603 0.004543426306391039 0.0045293940529340651 0.0021921454820130739 0.0060759791721238746 0.0033236955151210159 0.0019829960764567948 0.0024817608124436674 0.0018620678625609344 0.0033207496085481255
leaf_count=286 110 14 18 113 114 90 95 49 5 56 680 27 14 65 85 126 160 26 44 68 18 150 436 24 44 43 25 36 38 62
internal_value=0 0.00183895 -0.000146484 -6.88139e-05 -1.65479e-05 0.000389601 0.00158346 -0.000571536 -0.000826457 -0.000397816 -0.000167521 -0.000700958 -0.000994865 -0.00126923 -0.00240471 0.000165015 9.3061e-05 -4.29394e-05 0.000166638 0.00204611 0.000576645 0.00138055 -0.00284383 -0.000305808 -4.84633e-05 -0.000527824 -7.10486e-06 0.00100878 -0.00122032 -0.00228102
internal_weight=0 0.00471231 0.0854594 0.0832147 0.082177 0.0474514 0.0126196 0.0347256 0.031598 0.0260607 0.0245118 0.0200616 0.0187062 0.0176058 0.00960222 0.00280322 0.00800358 0.0348317 0.0325368 0.00653588 0.00856466 0.00671746 0.00553725 0.0260009 0.0238088 0.0190472 0.0157236 0.00855774 0.00716581 0.00530375
internal_count=3121 124 2997 2711 2693 876 376 1817 1768 1327 1213 1157 1130 1116 891 211 225 500 410 112 281 168 441 298 274 248 205 80 125 87
is_linear=0
shrinkage=0.004207


Tree=750
num_leaves=31
num_cat=0
split_feature=1 51 52 160 47 51 0 3 4 16 4 15 4 52 44 151 159 2 3 49 49 49 1 12 4 50 13 0 2 43
split_gain=0.00682405 0.00685749 0.00606489 0.0064419 0.0051679 0.00481576 0.00639205 0.00592182 0.00546269 0.00747587 0.00516463 0.0047882 0.00430045 0.00410406 0.0038359 0.00386228 0.00365184 0.00539475 0.00374765 0.00364202 0.0033989 0.00382699 0.00433677 0.00490985 0.0035226 0.00337775 0.00321915 0.00421885 0.00335516 0.00342652
threshold=0.094385000000000011 0.08955500000000001 -0.43320999999999993 -0.40698999999999991 0.13148500000000005 0.067785000000000012 -0.060129999999999996 0.090900000000000009 -0.49405499999999997 0.38525000000000004 0.40124500000000002 -0.0063699999999999989 -0.17966999999999997 -0.082554999999999976 0.083555000000000018 -0.5225749999999999 0.092630000000000018 0.10774000000000002 -0.116045 0.065470000000000014 -0.043469999999999995 -0.0055299999999999993 0.111945 0.092465000000000006 -0.0024449999999999997 0.11875500000000001 -0.0034749999999999994 -0.23811499999999999 0.091545000000000015 -0.084004999999999982
decision_type=2 2 2 2 2 2 2 2 2 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 12 6 7 10 9 -8 11 -1 -5 -7 15 -14 17 -10 -19 20 -17 -22 23 24 -23 -24 28 -28 29 -13
right_child=2 -3 3 4 -6 13 8 -9 16 -11 -12 26 14 -15 -16 19 -18 18 -20 -21 21 22 25 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0011994568923128868 -0.001319895344207934 -0.0010263862738876454 -0.0012224194330837141 -0.00082265361589093223 -0.00036023589623678583 -0.0004048768578463767 -0.0013207848722171902 0.0003655545594742095 0.0009994469969331495 0.00052821826583306021 0.0013202176362929899 0.00082144575069857651 -0.001114007253360095 0.00097875099739982508 -0.00096984375648593538 0.00080699414691156636 -0.00051837129038843736 0.0004306505085707004 -0.0013201016705598767 0.0012050199159691056 -0.00058940706417314013 0.0012365783593453346 0.0009917912186487817 -0.00096708992456644204 -6.6321141460728227e-05 -0.0003769463545541133 0.0013211914452954776 -0.0012546969372233497 -0.0011145923956216138 -0.0003360972729491946
leaf_weight=0.021774750382391517 0.0044455133073597599 0.016018532306532052 0.0049963083440616165 0.0047002079195408433 0.017510055245338663 0.0054733542610847499 0.0086231979871058684 0.012454282512862846 0.020502085151747451 0.006817862686148147 0.0022604355326620853 0.0073956186898271855 0.0024807662393868659 0.011737562116735489 0.0031351900001936875 0.030628837016081434 0.0058322438086975117 0.0057211895473301402 0.0033906423582266152 0.01295985215381279 0.0079304163725169019 0.0055024083652597247 0.020846217916698606 0.0066585099307303599 0.010523780380367498 0.00369594589301414 0.0012395613593980679 0.010361509548800996 0.0047844974659625441 0.011190276964271108
leaf_count=731 119 230 34 33 54 16 56 24 38 7 5 48 13 45 18 195 28 5 77 60 36 34 216 86 29 16 1 211 117 539
internal_value=0 -0.000208669 0.000195971 0.00024719 0.000305202 -0.000114812 -0.000206748 -0.000461265 0.000150671 -0.000504374 -0.000635778 -0.000713694 0.000412039 0.000538735 0.000467646 0.000512168 0.000436022 0.000623983 -0.000220829 0.000553022 0.000454523 0.000258797 0.000401228 -1.46869e-05 0.000381014 0.000785665 -0.000411237 -0.000979466 -0.000129167 0.000124507
internal_weight=0 0.155578 0.136014 0.131568 0.126572 0.139559 0.122348 0.0714609 0.0508872 0.0154411 0.0590066 0.0567462 0.109062 0.0172109 0.104362 0.101227 0.0354462 0.0296139 0.00911183 0.098746 0.0857861 0.0551573 0.0472269 0.0226847 0.0160262 0.0245422 0.0349715 0.0116011 0.0233704 0.0185859
internal_count=3121 2178 943 824 790 1948 1887 1676 211 63 1652 1647 736 61 703 685 148 120 82 672 612 417 381 149 63 232 916 212 704 587
is_linear=0
shrinkage=0.00131955


Tree=751
num_leaves=31
num_cat=0
split_feature=1366 4 128 11 41 47 14 150 1456 160 148 133 157 12 2 457 403 1 131 133 4 2 4 13 0 0 15 49 13 1
split_gain=0.00094129 0.00109795 0.00183572 0.0017236 0.00142368 0.0012607 0.00133991 0.00112812 0.00143391 0.00103245 0.00106952 0.00102885 0.0010177 0.00104348 0.00123704 0.0016786 0.00126586 0.000945719 0.000941275 0.000963303 0.000933321 0.000921481 0.00119402 0.00309816 0.00126081 0.00264069 0.00119645 0.000986397 0.00099773 0.000956336
threshold=-1.0000000180025095e-35 0.24564500000000003 0.086435000000000012 0.081790000000000015 0.079395000000000007 0.12431000000000002 -0.46885499999999997 -0.045534999999999992 -1.0000000180025095e-35 -0.090969999999999981 1.0000000180025095e-35 -0.030254999999999994 0.089050000000000018 -0.12529499999999996 0.11448000000000001 -0.0029299999999999994 0.088465000000000002 0.087695000000000009 0.092705000000000023 -0.082009999999999986 0.076415000000000025 0.11215000000000001 -0.49405499999999997 0.24813000000000004 -0.077999999999999986 -0.10096999999999999 -0.095869999999999983 -0.10774499999999999 0.24394000000000002 0.094090000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 7 6 -3 -2 -9 11 12 -10 13 -11 15 -15 21 -18 19 -8 -16 22 23 -17 25 26 -24 -26 -29 -28
right_child=1 5 -4 -5 -6 -7 18 8 9 10 -12 -13 -14 14 20 16 17 -19 -20 -21 -22 -23 24 -25 27 -27 29 28 -30 -31
leaf_value=-0.0021547389841706662 0.0020691481942906589 -0.0013135637573403042 -0.003591190919048561 -0.0032893303713521669 -0.0035142717320494348 -0.0018969682242531111 -0.00023837815583221776 -0.0035909721432178846 0.0013599198856267681 -0.0026775385500261107 -0.0034049110905340785 -0.0028420378487484755 -0.003118417165698115 -0.0033487034925460445 0.0027959232174835269 -0.0035328194804627065 -0.0035910750413854064 0.00077574900747304687 -0.0013434908942476682 0.0023892193587363485 -0.00074114449087610322 -0.0013269089745988328 -0.00079774462049199467 0.0035927462353142164 -0.0014031871615930531 -0.0016774704389033784 0.0010162288841577742 0.0025456079584623326 -0.00076004979334218681 0.003221114926030764
leaf_weight=0.0026212265650382696 0.0035723130232554459 0.0023904669666308101 0.0019724258529558716 0.0020840306364249264 0.0014294286129086222 0.0019512580906848589 0.002197388708168547 0.0014063713943563974 0.0010248705847146766 0.0014255437178860566 0.0010363963594954831 0.0028140017187494584 0.0011131384289573268 0.0016217264308160386 0.0044022669164078812 0.002470476646038818 0.0017376363563705857 0.0010116636865120654 0.001264049447797789 0.0099172518492736117 0.0012306822793277661 0.0031594693454835001 0.0031846033396618631 0.0011542565189301968 0.0011097716696895086 0.0058444218137054796 0.0084765846166874187 0.0097652197519142725 0.0013385264072667278 0.003618977082112452
leaf_count=62 52 43 191 116 58 20 41 257 37 26 15 229 73 92 134 60 157 25 45 258 28 27 35 2 8 653 59 274 10 34
internal_value=0 2.96044e-05 -0.000177827 -7.58679e-05 2.88566e-05 0.000825654 0.00116255 0.000109866 -8.871e-06 7.8681e-05 0.000207277 -0.00172023 0.000278362 0.000351707 0.000437856 0.000237155 0.000372799 -0.00198421 0.00160497 0.00191262 0.00202315 0.000534308 0.000693399 -0.00126376 0.000906194 0.000375247 0.00116038 0.00182452 0.00214712 0.00167593
internal_weight=0 0.0857252 0.0680048 0.0660324 0.0639483 0.0177204 0.0157692 0.0625189 0.0589466 0.0575402 0.0537014 0.00383887 0.052665 0.0515518 0.0501263 0.0444933 0.0428716 0.0027493 0.0133787 0.0121146 0.00563295 0.0401223 0.0369628 0.00362473 0.0333381 0.0211246 0.0152802 0.0122135 0.0111037 0.0120956
internal_count=3121 3059 2652 2461 2345 407 387 2287 2235 1978 1712 266 1697 1624 1598 1436 1344 182 344 299 162 1162 1135 62 1073 781 128 292 284 93
is_linear=0
shrinkage=0.00359063


Tree=752
num_leaves=31
num_cat=0
split_feature=4 151 11 403 1213 1456 480 150 160 12 1456 457 457 448 160 1 403 0 13 51 13 42 2 3 16 133 42 13 43 0
split_gain=0.0047459 0.00535029 0.00388773 0.00402172 0.00373153 0.00359662 0.00348845 0.00361279 0.00494194 0.00421532 0.00417486 0.0038558 0.00527432 0.00389726 0.00444117 0.00422233 0.00507232 0.00540459 0.00412747 0.00409795 0.00369106 0.00333577 0.00331676 0.0055066 0.00481826 0.00347067 0.00312207 0.00290767 0.00273334 0.00539186
threshold=0.27044500000000005 -0.27559499999999998 0.081790000000000015 -0.092474999999999988 -0.082704999999999987 1.0000000180025095e-35 0.084710000000000021 -0.22665999999999997 -0.091944999999999985 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0029299999999999994 -0.14786499999999997 -0.083859999999999976 -0.081069999999999989 0.077565000000000009 0.0033700000000000002 -0.11756999999999999 -0.083254999999999982 -0.031924999999999995 -0.43167499999999998 0.091735000000000025 1.0000000180025095e-35 0.088060000000000013 -0.071854999999999988 0.085895000000000013 -0.088934999999999986 -0.53104499999999988 0.13895500000000002 -0.084044999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 -3 7 -6 9 -9 -10 12 -12 -13 -15 16 17 -16 20 -19 -17 26 25 -24 -25 -20 -21 -28 29 -29
right_child=1 5 -4 4 6 -7 -8 8 10 -11 11 13 -14 14 15 18 -18 19 22 21 -22 -23 23 24 -26 -27 27 28 -30 -31
leaf_value=-0.00099966184519321576 -0.0012506848372018007 0.0006617940052025136 -0.00097962385921773754 -0.0012939010948789548 0.0010165391348675159 -0.00095898778955085255 -0.001294064986808787 0.00064641405624598161 -0.0012940446406526191 -0.0010977866450195433 0.00090481992980527863 -0.0011899129693979708 -0.0010347686341581756 0.00097350134154158548 -0.0012947785721061104 -0.00033461954299906003 -0.0012941066023654153 -0.001294087022230114 -0.00038558634601241359 -0.001294372783114988 0.00096733943630511617 -0.00065689702444323935 0.0010553338171690888 0.00046330294681736341 -0.00069417739183230492 0.0011641161858378496 -0.00071353526209792263 -0.0012939398112129974 0.0012337569446400323 0.00056921681440590013
leaf_weight=0.0074067554988843645 0.0030170617537805802 0.032025843827369727 0.0080344478494680516 0.003833798097076623 0.0058705854503386936 0.0024679600319359443 0.0034568760284088276 0.0029085939204378528 0.0038147586233066013 0.011438693886148599 0.003036351586274578 0.003665025750365202 0.010325828430168826 0.010475230924328116 0.0051744602915277859 0.0044538689546698143 0.0060161582430851004 0.0032915373546273932 0.024773479023082245 0.0018356713088962797 0.020048024746586179 0.0064455379230849976 0.012587305164061036 0.015289745482732542 0.0099264799650882196 0.0026803030424957788 0.0033380521927028816 0.0029539260891908612 0.007587707105244589 0.02166615410476427
leaf_count=351 15 338 127 264 14 12 177 15 177 258 29 26 117 87 23 23 137 94 199 56 110 45 76 21 40 56 4 90 50 90
internal_value=0 0.000401334 -9.61295e-05 -6.3006e-05 -2.9474e-05 0.00054583 -5.6015e-06 1.6713e-05 -1.35842e-05 -0.000744189 4.48497e-05 7.39408e-05 -0.000594027 0.000128966 0.000159454 0.000101863 -0.000169182 -3.97626e-05 0.000277939 9.80605e-05 0.000730674 0.000202615 0.000107953 0.000356497 7.65563e-06 -0.000234289 0.000350817 0.000435778 0.000554894 0.000345675
internal_weight=0 0.0375109 0.222335 0.214301 0.206894 0.0344938 0.20306 0.199603 0.193733 0.0143473 0.179386 0.175571 0.0133622 0.162209 0.158544 0.148068 0.0583092 0.052293 0.0897592 0.0471186 0.0245019 0.043827 0.0652573 0.0378035 0.0252162 0.0274538 0.0373815 0.0355458 0.0322078 0.0246201
internal_count=3121 365 2756 2629 2278 350 2014 1837 1823 273 1550 1373 146 1227 1201 1114 589 452 525 429 133 335 392 137 61 255 290 234 230 180
is_linear=0
shrinkage=0.00129368


Tree=753
num_leaves=31
num_cat=0
split_feature=1 12 40 3 39 0 4 43 16 157 160 453 16 15 159 2 3 1375 52 52 16 159 4 0 1212 457 1 1429 4 131
split_gain=0.00436174 0.00471998 0.00612609 0.00430344 0.00398036 0.00393745 0.00456699 0.00509372 0.0038805 0.00428592 0.00648681 0.00509046 0.00399731 0.00346008 0.00319717 0.0054628 0.00373991 0.00313844 0.00312892 0.0050944 0.0039889 0.00354834 0.00342438 0.00341484 0.00313308 0.00304956 0.00320112 0.00304708 0.00292395 0.00269629
threshold=0.090405000000000013 -0.064509999999999984 0.57330500000000006 0.30112000000000005 0.15619500000000003 -0.060129999999999996 -0.49405499999999997 -0.52440999999999993 0.071345000000000006 -0.06266999999999999 -1.0000000180025095e-35 1.0000000180025095e-35 -0.056919999999999991 -0.020484999999999996 0.092630000000000018 0.10731 -0.116045 -0.43996499999999994 -0.10925999999999998 -0.077024999999999996 -0.51370499999999997 0.082585000000000006 -0.16363499999999997 -0.23811499999999999 -0.50120999999999993 0.088350000000000026 0.13210500000000003 0.086095000000000019 0.0082450000000000006 0.07635500000000002
decision_type=2 2 2 2 2 2 2 2 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 13 4 8 18 7 -7 9 -3 -11 12 17 -2 15 -8 -17 -12 -1 21 -21 -20 -22 -24 -25 26 29 -23 -10 -19
right_child=1 3 -4 -5 -6 6 14 -9 28 10 11 -13 -14 -15 -16 16 -18 25 19 20 22 27 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0012686736011497744 0.0010195830157901857 0.00093992621040106506 -0.0012704092146936315 0.00098758519689223626 0.0012694765179945475 0.00057634214301521846 0.00094348827511035814 -0.0010553542250040428 -0.0012027008842194818 -0.00092355896488027496 -0.00067575223349681786 -0.001269036578063135 -0.00054441226119376278 -0.00055380081795710322 -0.00059187269309752698 0.00050948361080234786 -0.0012688620095925415 -2.0455494047179233e-06 0.00061373231738302706 0.00031242480853851061 0.00057469770358691973 -0.0012686722959258585 0.0011447009504792695 0.00065882702785595416 -0.001026489350527124 0.0012447700039422713 0.0012691192201442273 0.000905523606072433 -0.00023360477515892316 0.00080848272901543733
leaf_weight=0.0063314418668625186 0.019096883637985229 0.0074903638524688168 0.0024793144257273516 0.0067594459981137325 0.0035446740855604722 0.0045600058656418705 0.016861402362337685 0.0094667376179131679 0.0077054112293239987 0.012009430416441091 0.004770214785821735 0.004197454036329872 0.010540906810149409 0.0025484153893557951 0.0047940428852371033 0.0039330737781710905 0.0036842764888120891 0.03144781782117434 0.012369574800629834 0.0070189612658850811 0.0029681368268938959 0.0036198335785115878 0.0013308583993421044 0.0018842055570758012 0.03045913396992006 0.0060570798898424974 0.004755425094117526 0.0014531624474329874 0.014308113290894653 0.0083564402025331219
leaf_count=244 254 60 3 76 25 8 37 69 145 114 4 13 69 34 26 5 92 171 52 41 6 69 6 26 1316 37 30 3 55 31
internal_value=0 0.000105446 0.000618033 4.03804e-06 -5.36807e-05 -0.000228316 7.01493e-05 -0.0005249 -9.56926e-05 2.14979e-05 -6.22591e-05 8.52442e-05 0.000171468 0.00083434 0.000355281 0.000540776 -0.000350647 0.000307709 -0.000419957 -0.000332015 -0.000563485 0.000247389 -0.000731269 -0.00084638 -0.000928309 0.000400393 0.000285615 -0.000645873 -0.000572818 0.000168115
internal_weight=0 0.146067 0.0241246 0.121943 0.115183 0.110735 0.0432995 0.0140267 0.111639 0.0896251 0.0821348 0.0701253 0.0659279 0.0216453 0.0292728 0.0244788 0.00761735 0.055387 0.0674353 0.0611039 0.0436613 0.0174426 0.0366423 0.0336742 0.0323433 0.0506168 0.0445597 0.005073 0.0220135 0.0398043
internal_count=3121 1121 291 830 754 2000 237 77 729 529 469 355 342 288 160 134 97 273 1763 1519 1395 124 1354 1348 1342 269 232 72 200 202
is_linear=0
shrinkage=0.00126831


Tree=754
num_leaves=31
num_cat=0
split_feature=147 48 14 124 38 3 1366 484 51 151 52 104 12 133 1 151 4 13 403 403 1374 2 1374 156 160 133 43 4 12 160
split_gain=0.000937899 0.00157213 0.00109899 0.00105687 0.00262303 0.00175788 0.00158783 0.00136826 0.0011367 0.00109635 0.00105761 0.0011381 0.00108173 0.00108006 0.00105812 0.00148042 0.00163297 0.00153252 0.00118125 0.00124626 0.00111875 0.0012433 0.00160323 0.00209522 0.00101616 0.000916959 0.00127141 0.00227881 0.00111502 0.00096223
threshold=0.089025000000000007 -0.098424999999999985 0.076175000000000007 -0.043384999999999993 0.095410000000000009 0.30112000000000005 -1.0000000180025095e-35 -0.0068949999999999992 0.14842000000000002 -0.24462999999999999 -0.23798499999999997 1.0000000180025095e-35 0.10345000000000001 -0.25159999999999993 0.077565000000000009 0.056735000000000001 0.010840000000000001 -0.099939999999999987 0.090990000000000015 -1.0000000180025095e-35 0.093750000000000014 0.073895000000000002 -0.094929999999999987 0.090500000000000011 -0.095794999999999977 0.10622000000000002 0.13895500000000002 -0.012509999999999999 0.096295000000000019 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=2 -2 3 4 -1 6 -5 8 -8 -9 12 13 -11 -12 18 17 -17 -16 19 -15 21 -19 -23 24 -24 26 27 28 29 -21
right_child=1 -3 -4 5 -6 -7 7 9 -10 10 11 -13 -14 14 15 16 -18 20 -20 25 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0020099255086749625 -0.0021870359955505534 0.0025639785693911082 -0.002720158663869046 -0.0033842120154199142 -0.0032012638404097711 0.0033837982473610157 -0.0030577040532578253 -0.0033838526038909157 0.00098693901261080719 -0.0021775196911766577 -0.0026324194108414763 -0.0031863621072687736 0.00090057139229433197 -0.0027064042436036827 0.0033701326405231186 -0.0033027809772928109 0.00078138450214093038 -6.7332111650759315e-05 -0.0033839388003771898 0.0019457879037563964 -0.0027600530060792935 -0.0015414038822570218 0.00041354240140621624 -0.0010977221985946216 0.0028620702110438898 -0.0019689652226383865 0.0031276003903299271 -0.0023951129203940852 -0.0015086186299286548 -0.00093332848050474079
leaf_weight=0.0065102297621280059 0.0010355357145215294 0.0034668450663275499 0.0018123136717917978 0.0018131174707090017 0.0013320390494442336 0.0015500897874218813 0.0031702859145985576 0.0011160886729300037 0.0010619288273012728 0.0046082434386836004 0.0014939920866501302 0.0011541538533492704 0.0018245853817724367 0.0019107467992034435 0.0026285953454134861 0.0021564837593359689 0.0023335493758054326 0.011177875684865057 0.0013522402083587784 0.0068642205388869115 0.0010485370298169974 0.0018775679018290239 0.0024371856337523931 0.0024058317500248458 0.0095194359395236461 0.0020229576905599336 0.0017983955042382158 0.0032016138214174825 0.0018519002776109525 0.0016479828481124059
leaf_count=211 22 102 95 50 26 95 412 54 28 238 138 9 50 462 37 24 20 363 120 114 14 7 44 38 94 46 9 150 40 9
internal_value=0 0.00147126 -0.000114028 -5.6337e-05 0.00112479 -0.000181462 -0.000257712 -0.000177492 -0.00204284 -5.8656e-05 -1.83673e-06 0.000140471 -0.00130446 0.000206983 0.000282417 0.000635975 -0.00118017 0.000898221 -0.000326849 -0.000112632 0.000669965 0.000801138 0.0013989 0.00178328 0.00236297 0.00017241 0.00045436 9.99704e-05 0.000870736 0.00138838
internal_weight=0 0.00450238 0.0836822 0.0818699 0.00784227 0.0740276 0.0724775 0.0706644 0.00423221 0.0664322 0.0653161 0.0588833 0.00643283 0.0577291 0.0562351 0.0355851 0.00449003 0.031095 0.0206501 0.0192978 0.0284664 0.0274179 0.01624 0.0143625 0.0119566 0.0173871 0.0153641 0.0135657 0.0103641 0.0085122
internal_count=3121 124 2997 2902 237 2665 2570 2520 440 2080 2026 1738 288 1729 1591 641 44 597 950 830 560 546 183 176 138 368 322 313 163 123
is_linear=0
shrinkage=0.00338353


Tree=755
num_leaves=31
num_cat=0
split_feature=1 1374 1374 47 4 48 44 48 484 42 160 50 2 42 150 130 16 1 4 4 0 16 52 52 16 48 4 16 0 1
split_gain=0.000906276 0.00136358 0.00155228 0.00131851 0.00143897 0.00137682 0.00136351 0.00142139 0.00112 0.00112064 0.00113318 0.00103671 0.00117495 0.00109467 0.00102974 0.00108911 0.00147052 0.00189251 0.00117773 0.000963827 0.00121499 0.00122703 0.00172373 0.00151785 0.00113225 0.00159243 0.00108858 0.00176771 0.0010425 0.000895816
threshold=0.094385000000000011 -0.094929999999999987 -1.0000000180025095e-35 0.096300000000000011 -0.17966999999999997 0.12879500000000002 0.083555000000000018 0.091635000000000008 -0.0068949999999999992 -0.095859999999999987 -0.091944999999999985 0.11610000000000001 0.121465 -0.11466499999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.061854999999999993 0.11588000000000001 0.071150000000000005 -0.083854999999999985 -0.23091999999999999 -0.51370499999999997 -0.057699999999999994 -0.10925999999999998 0.013515000000000001 0.085700000000000012 -0.49405499999999997 0.38525000000000004 -0.053834999999999994 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 -2 6 7 11 -4 -10 -11 12 13 -6 -5 -16 17 -17 -18 26 -21 -22 23 -23 25 -25 27 -12 29 -24
right_child=3 2 8 14 5 -7 -8 -9 9 10 19 -13 -14 -15 15 16 18 -19 -20 20 21 22 28 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.003452350942255098 -0.0022318651782893325 0.0031795318541142882 -0.0034516377385030847 -0.0027998614382212209 -0.0019184098752831099 -0.0013042595818272061 -0.0026356258878814471 0.003452119434457781 -0.0029654126246595794 -0.0024393680640066515 -0.0034520480965606433 -0.0015502759670437466 0.003451550162765416 0.001255888862309655 -0.0029496259880533826 -0.00049388169630741185 -0.0034103153203767851 0.0034339201415198098 0.00012636030875105064 0.002957878316885037 0.0017735563042191114 -0.0025899241656703971 -0.0033440279741245691 0.0019365269965213594 0.0033378883489527328 -0.0025096994039871864 0.0012305690165300546 0.0013067905115855556 0.00098312957440476671 -0.00088368580554337836
leaf_weight=0.0016568588397234399 0.0017673342997852606 0.001506472443452366 0.0013735002026011847 0.0020231630292073541 0.0014458992736194878 0.0027766614022084459 0.0010161685421508073 0.0035471966309330574 0.0017662442588992624 0.0024089207838935414 0.0017533546188985847 0.0016443322095653903 0.0026013333352565829 0.012316277181355419 0.0014475049114253133 0.0030238684644530184 0.0017693192608021473 0.0028271562304240661 0.003062990735998028 0.0011474093507786122 0.0021142331746659615 0.001768160774961558 0.0051125471806709941 0.0022359607622561796 0.0017963313403015491 0.0016805583306478411 0.010908599987377695 0.0019791633073964476 0.0011812937795810073 0.002690151050678935
leaf_count=38 107 9 397 21 11 20 12 65 176 264 37 44 152 332 12 44 60 42 21 8 23 176 536 41 7 43 247 7 37 132
internal_value=0 -0.000382252 -0.000259453 0.000333382 0.000779071 0.000989004 0.00127112 0.00145529 -0.000389242 -0.000280112 -0.000151147 0.00106195 0.00132445 0.000922387 -0.000520438 -0.000140279 0.000240365 0.00140399 -0.00116857 9.23977e-06 -0.000488675 -0.000701526 -0.00101935 0.000204365 0.00106921 2.8674e-05 0.000680103 -0.000928679 -0.00203833 -0.00249577
internal_weight=0 0.0430798 0.0414229 0.0412692 0.0271152 0.0253479 0.0225712 0.021555 0.0399164 0.0385429 0.0367767 0.0180078 0.0163635 0.0137622 0.014154 0.0121308 0.0106833 0.00585102 0.00483231 0.0343678 0.0197266 0.0185792 0.016465 0.00748101 0.00571285 0.00391652 0.0146411 0.00373252 0.00898399 0.0078027
internal_count=3121 2178 2140 943 743 636 616 604 2131 1734 1558 539 495 343 200 179 167 86 81 1294 1003 995 972 267 91 84 291 44 705 668
is_linear=0
shrinkage=0.00345121


Tree=756
num_leaves=31
num_cat=0
split_feature=401 1 0 3 2 2 15 1 160 3 12 483 133 47 13 11 40 16 42 0 51 48 4 48 160 151 402 1 42 4
split_gain=0.000864398 0.000834476 0.0013927 0.00151849 0.00103863 0.00100834 0.00105856 0.00100155 0.00125961 0.000997494 0.000954989 0.00123248 0.0011874 0.00118274 0.00116672 0.00146237 0.00114582 0.00134215 0.0013969 0.00133514 0.00109907 0.00155505 0.00147373 0.00216345 0.00194766 0.0017704 0.00151917 0.00114708 0.000947871 0.00104947
threshold=0.10076500000000001 0.077565000000000009 -0.059114999999999994 -0.084074999999999997 0.14753000000000002 0.10045500000000002 0.083935000000000023 0.07863500000000001 -0.51146999999999987 0.11296500000000002 -0.069644999999999985 0.10297500000000001 -0.25159999999999993 0.090100000000000013 -0.094514999999999988 0.081365000000000007 0.064905000000000018 0.071345000000000006 0.10077000000000001 1.0000000180025095e-35 0.12547500000000003 0.12649500000000002 0.0061450000000000003 0.086260000000000017 0.088755000000000014 -1.0000000180025095e-35 -0.08738499999999999 0.111945 0.092620000000000022 -0.49405499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 6 9 -3 -9 -5 13 12 -12 -10 15 -14 17 19 -19 20 21 22 23 25 27 -16 -27 -24 29 -4
right_child=-2 4 28 5 -6 -7 -8 8 10 -11 11 -13 14 -15 16 -17 -18 18 -20 -21 -22 -23 24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0035909994866944756 -0.0032795933798155045 0.0034330124267532053 -0.0013904849335223562 -0.0027842454647633292 0.0027386461558620823 -0.0035911776612734593 0.0015620684049470559 -0.0035911293108080188 0.0029086778409336805 0.0013745714636445813 -0.0035912331658942663 -0.0035910950973374232 0.0024906472672274202 -0.00032932006466698186 0.0018541499458125837 -0.0015788230968396459 0.0035917706119372706 -0.0026695736267886563 0.0015201791077725498 0.0032126937584991706 0.0028793510061806867 -0.0035921982456974927 -0.00082677229488620847 -0.003552483999174641 0.0035231011707947428 0.0017719305087247565 -0.0029644020784361561 0.0015294982362429894 -0.0018587490969608333 0.0012738591509701073
leaf_weight=0.0031904487258183059 0.0010431359662268483 0.0011747848375307504 0.0024633535990616915 0.0022492031838625701 0.0020823487626913098 0.0012376149357145039 0.002862475894631622 0.0011774554269479145 0.0033895063815378981 0.0011107536483905278 0.001104038806154505 0.0012074526389369558 0.0050704123604532461 0.0025474459494034818 0.0036117453493318416 0.0014681126002642486 0.0010696590658199048 0.0046160018245089409 0.0013191563376722115 0.0017095540259219879 0.001552626127427458 0.0016610974706736661 0.0066752229209612324 0.003056861229822517 0.0026813525386444334 0.0012363670091275489 0.0029716009284754801 0.0044324650449141245 0.0023155643209520358 0.00842466729635305
leaf_count=626 165 15 24 317 108 170 246 61 198 7 48 47 100 37 52 26 11 211 10 47 20 19 83 44 15 63 179 33 61 78
internal_value=0 1.03044e-05 -0.000551814 -0.00151782 0.00025054 -0.00063118 -4.24497e-05 0.000154117 8.08264e-05 -0.0014094 0.000164974 -1.19615e-05 8.57328e-05 0.00151931 0.000179851 0.00157692 -6.97759e-05 -0.000180028 -0.00173835 0.000132552 -5.63212e-05 -0.000229453 -2.99049e-06 -0.000991213 0.000776503 1.00328e-05 -0.00157279 0.000113485 0.000227403 0.000671066
internal_weight=0 0.0796693 0.0238541 0.0106505 0.0558153 0.00746005 0.00622243 0.0537329 0.0525581 0.00335996 0.0513807 0.0454437 0.0442363 0.00593695 0.0431322 0.00653852 0.0365937 0.0355241 0.00593516 0.0295889 0.0278793 0.0263267 0.0246656 0.0108766 0.013789 0.00781971 0.00420797 0.0111077 0.0132036 0.010888
internal_count=3121 2956 1529 1366 1427 740 570 1319 1304 324 1243 1008 961 235 913 126 787 776 221 555 508 488 469 338 131 294 242 116 163 102
is_linear=0
shrinkage=0.00359063


Tree=757
num_leaves=31
num_cat=0
split_feature=147 14 148 12 43 42 50 47 1 43 13 50 52 4 13 49 1 0 42 16 4 4 15 484 48 151 0 1 43 49
split_gain=0.000793599 0.00104042 0.000944392 0.000918523 0.0013575 0.00114139 0.00107115 0.00102374 0.00176203 0.000993102 0.000972607 0.000938417 0.00103265 0.00152898 0.00142495 0.000999908 0.000915224 0.000893357 0.00123023 0.00117321 0.000859841 0.000978693 0.000817562 0.00116151 0.000857179 0.000976166 0.000895826 0.0012157 0.000722035 0.000670924
threshold=0.089025000000000007 0.076175000000000007 0.10090000000000002 0.084100000000000022 -0.043144999999999996 -0.095284999999999995 0.10647500000000001 0.13148500000000005 0.13075500000000004 -0.0092949999999999994 -0.10664 0.10030500000000002 0.11434500000000002 0.24564500000000003 -0.47860499999999995 -0.33072999999999991 0.107145 -0.077999999999999986 0.091465000000000005 0.38525000000000004 -0.07712999999999999 0.24564500000000003 1.0000000180025095e-35 -0.0068949999999999992 0.086260000000000017 -0.0083949999999999979 -0.12333499999999999 0.095285000000000022 0.084740000000000024 -0.076109999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 20 12 13 14 -5 -16 -15 18 -17 28 -11 -22 23 -12 26 -26 -25 -28 29 -19
right_child=2 -3 -4 6 9 -7 -8 -9 -10 10 22 -13 -14 16 15 17 -18 19 -20 -21 21 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=-0.00067099272967606363 0.0026337486098271558 -0.0028974638569706271 -0.0012504342303003421 0.0018490843991899319 -0.0028622142494877231 0.0020326749252706916 -0.0035909620966308284 -0.003524850928102603 0.0030161409589689481 0.0034710706606274136 -0.002967464341984867 0.0027592231873154916 -0.0026197556207560452 -0.00095446104637436765 0.0021916057088331208 -0.003230673960327014 0.0028537311961936195 0.003174537958710596 0.00054019271791532343 -0.0035910527078589082 -0.0010308020318116652 0.0031278448295594557 -0.002347119189605154 0.0017814867727343328 -0.0021961017064644752 0.00027415843446702517 -0.0019906310573526141 0.0018172489940228506 -0.0022522101258265299 -2.3046718419593871e-05
leaf_weight=0.0026538784699710058 0.0028442401742125858 0.0016943270927569634 0.0011267513054917799 0.0022861660668240724 0.0015840171135259587 0.0083377570173670534 0.0013996151553570249 0.0012721027453181924 0.0019996846759511291 0.0018081899340813834 0.0016089197078130715 0.0011020140624093946 0.002952642561320217 0.0011686467963158967 0.0010535215988056743 0.0051392393094182804 0.0026784131541717215 0.0010671766085579293 0.0014246552657120048 0.00141395005364231 0.0021469194932421934 0.0011051782566013912 0.0021741988034591478 0.0061734515335842809 0.0032114269836256426 0.0057645148788054712 0.0024916988392647034 0.0019091698539455138 0.0014201176084043254 0.0040820099751330968
leaf_count=37 108 95 16 13 74 346 234 20 40 26 42 34 220 32 3 801 26 7 112 199 50 64 52 49 26 44 53 42 38 218
internal_value=0 -0.000116554 0.00153163 -5.059e-05 0.000300496 0.00137989 -0.000522808 -0.000375039 -0.000230845 -9.52743e-05 5.90869e-05 -0.000482622 -0.000627338 -0.00035666 -0.000798333 -0.00118629 0.00169689 -0.00143092 -0.00241223 -0.000624088 0.00148611 0.000382454 -0.00025039 -3.49416e-05 0.000206395 -0.000609655 0.000899094 -0.00033871 1.45088e-05 0.000639657
internal_weight=0 0.0731236 0.00397099 0.0714293 0.0409693 0.0109916 0.03046 0.0290603 0.0277882 0.0299777 0.0283937 0.0257886 0.0246865 0.0217339 0.0178868 0.0156007 0.00384706 0.0145471 0.00656389 0.00798325 0.00506029 0.0032521 0.0233334 0.0211592 0.0195503 0.00897594 0.0105743 0.00440087 0.0065693 0.00514919
internal_count=3121 2997 124 2902 905 383 1997 1763 1743 522 448 1703 1669 1449 1391 1378 58 1375 913 462 140 114 308 256 214 70 144 95 263 225
is_linear=0
shrinkage=0.00359063


Tree=758
num_leaves=31
num_cat=0
split_feature=39 3 480 151 1348 14 4 3 1210 13 43 3 0 457 1374 15 0 52 14 2 0 403 43 159 0 4 11 4 133 48
split_gain=0.00322085 0.00434548 0.00348305 0.00343712 0.00406448 0.00326624 0.00308973 0.00307041 0.00250041 0.00293453 0.00303284 0.00335766 0.00561361 0.00347852 0.00359232 0.00332101 0.00266808 0.0026265 0.00254472 0.00301719 0.00310476 0.00368947 0.00260607 0.00232555 0.00231165 0.00286767 0.002275 0.00314776 0.00218538 0.00210763
threshold=0.0046100000000000004 0.31299000000000005 1.0000000180025095e-35 -0.40381499999999992 0.090205000000000021 0.078320000000000015 0.26790000000000008 0.11296500000000002 -0.08107499999999998 -0.099939999999999987 0.097930000000000017 -0.12018999999999998 -0.10607499999999999 -0.0029299999999999994 -0.094929999999999987 -0.11713499999999999 -0.15350499999999997 0.10160000000000001 -0.073394999999999974 0.090050000000000005 -0.084269999999999984 -1.0000000180025095e-35 -0.084004999999999982 -0.48366999999999993 -0.084144999999999984 0.09173000000000002 0.081790000000000015 0.50822500000000004 -1.0000000180025095e-35 0.090225000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 28 -5 17 11 26 13 -13 -15 16 -16 -10 -14 20 23 -22 -23 -20 -24 -26 -11 -28 -2 -17
right_child=6 -3 -4 4 -6 -7 -8 -9 9 10 -12 12 18 14 15 29 -18 -19 19 -21 21 22 24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0011720349210855862 -0.00061663088141769085 0.0011719717307073433 -0.0010406031336607966 -0.0011721874630842375 0.0011099389527031139 -0.0010864575659421858 0.0011013861946115467 -0.00081121139942988798 0.00049460540569174567 0.00058425462047689749 -0.00091278035602386834 -0.00055397868550086397 0.00078561440866944813 -0.00046919271750340191 0.0005065985994899705 0.00082244737115761855 -0.0007775036794208267 -0.00047717459718164606 0.00084291850484664627 -0.0010473125382350118 -0.00117191205512965 0.00059298158943199238 0.0011422461937000538 -0.0010117042422483962 -0.00097605609595525719 0.00062901628661605796 -0.00080001027401847 0.0011719188466453394 0.00046302682586064122 0.00011077063321258429
leaf_weight=0.0039137518655536488 0.0029798981648241343 0.0036679487954245351 0.0054280005784050891 0.0027353781422618786 0.0039716679793855283 0.0043924651946554141 0.0056547253860230731 0.0039111293622227086 0.021089389976850725 0.01541397372307074 0.0062246754528842976 0.0093525880558900099 0.002133165988198015 0.0081428144185338169 0.0039241611166289658 0.018384103999210304 0.0051200690429595852 0.0046627448715526034 0.0010211267350825901 0.011276739526444146 0.0035543821670387379 0.0087241014543906186 0.001300678191739727 0.010205836402441541 0.0056945580239897943 0.002088804521918064 0.0042191724966187385 0.0015088540894794278 0.018896288749829182 0.0082892300870298641
leaf_count=57 39 105 235 130 25 75 138 11 110 83 162 42 14 13 26 68 23 28 16 474 226 70 3 451 211 5 84 12 170 15
internal_value=0 -9.00613e-05 -0.000116854 -8.68914e-05 -6.09049e-05 -9.00673e-05 0.000317005 0.000145003 -6.18432e-05 -4.1905e-05 -0.000115259 -7.4012e-05 -0.000164357 9.4781e-05 0.00023312 0.000393231 -0.00022035 0.000318653 -0.000464132 -0.000524906 -0.000344141 -8.19572e-05 0.00013559 -0.000843021 -0.000303678 -0.000545306 0.000349946 -0.000280573 0.00031596 0.000601281
internal_weight=0 0.17644 0.172772 0.167344 0.163431 0.159459 0.031442 0.0257873 0.155067 0.152331 0.126579 0.120354 0.0992124 0.053213 0.0438604 0.0357176 0.00904423 0.0257521 0.0459994 0.0438662 0.0325895 0.0213625 0.0178081 0.011227 0.00908404 0.00778336 0.021142 0.00572803 0.0218762 0.0266733
internal_count=3121 2763 2658 2423 2366 2341 358 220 2266 2136 1998 1836 1657 187 145 132 49 138 1470 1456 982 515 289 467 219 216 179 96 209 83
is_linear=0
shrinkage=0.00117172


Tree=759
num_leaves=31
num_cat=0
split_feature=123 2 1365 4 128 11 2 15 41 47 14 131 130 43 52 0 47 13 15 3 133 132 52 52 2 16 15 49 15 2
split_gain=0.0030716 0.00413412 0.00334522 0.00332151 0.0036309 0.00360088 0.00282897 0.00282391 0.00274816 0.00235402 0.00312994 0.00262046 0.00228009 0.00288302 0.00334656 0.0025135 0.00321278 0.00363173 0.00329137 0.00227728 0.00198184 0.00267648 0.00364447 0.00195173 0.00257617 0.00291476 0.00190638 0.0017895 0.00192898 0.00304372
threshold=1.0000000180025095e-35 0.094835000000000017 1.0000000180025095e-35 0.24564500000000003 0.086435000000000012 0.081790000000000015 -1.0000000180025095e-35 -0.12563999999999997 0.079395000000000007 0.12431000000000002 -0.46885499999999997 0.092705000000000023 1.0000000180025095e-35 -0.084004999999999982 -0.40306999999999998 -0.10096999999999999 0.096770000000000009 -0.095304999999999987 -0.055554999999999993 0.14121000000000003 0.084415000000000018 0.081465000000000024 -0.099454999999999974 0.10160000000000001 0.097845000000000015 -0.086989999999999984 -0.09551999999999998 -0.006494999999999999 -0.074054999999999996 0.090675000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 4 5 7 -2 -1 12 10 -5 -12 13 14 -9 27 17 23 19 -18 -16 22 -22 24 25 -17 -19 28 29 -15
right_child=1 -3 -4 9 -6 -7 -8 8 -10 -11 11 -13 -14 15 20 16 18 26 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.001038592885815438 0.0012435145299134365 0.00085339534945554085 -0.0010704051486018465 -0.00050910512959265782 -0.001243911497101093 -0.0011415170112224642 -0.00085393496993369151 -0.0012439104004008923 -0.0012099701758513171 -0.00062841742613749631 0.00069327672689805482 -0.00057555318160206371 -0.0012435467556413684 -0.00043134225036736717 0.00071185249091549718 0.00067193143958206949 -0.0012437137250512461 0.00034890437721698788 0.0010633277573139403 0.00072522554438626775 0.00082069958284723731 0.00093721205981425163 -0.0012437549844735822 -0.00076745195563653512 0.0010531083698522609 -0.0011296303037486646 -0.00093439220814864571 0.00044106923803182395 -0.00052068264656849597 0.00065473076700336573
leaf_weight=0.0044184021935507181 0.0012640640053120933 0.012598617887533692 0.0051383989748146055 0.005003080459971442 0.0044738878203460777 0.0049748806839602358 0.0046580968216858301 0.0018646031498263929 0.0029568268910225006 0.0039030739962981889 0.02423461620355738 0.0028082706644454438 0.0022217233989323395 0.0070685397076886139 0.018266031666854587 0.0027452974316020127 0.002353228708400934 0.0019844469234442377 0.0047753626384974268 0.001479125787227531 0.0020585938347039692 0.0030397195372842134 0.0036957005795414952 0.0034972047655230662 0.0041787023471897555 0.0028095827024969813 0.018248149372382734 0.01681533933373202 0.0096361619380331831 0.0091596462102643272
leaf_count=126 83 154 58 29 188 115 28 37 51 16 220 33 280 22 129 24 49 25 27 8 17 22 129 17 20 22 1026 91 43 32
internal_value=0 0.000450617 -8.20623e-05 -5.19532e-05 -0.000142766 -0.000104353 -0.000406242 -6.24962e-05 -2.62098e-05 0.000283321 0.000394368 0.000561515 3.9909e-06 2.83733e-05 0.000367338 -8.73121e-05 -0.000302993 -0.000477268 0.000374517 -0.000483787 0.000478363 -6.61781e-06 -0.000505198 2.92917e-05 0.000315556 -0.000239274 -0.000808524 0.000125294 -8.00036e-05 0.000181668
internal_weight=0 0.0185208 0.173809 0.16867 0.132721 0.128247 0.00592216 0.123272 0.118854 0.035949 0.032046 0.0270429 0.115897 0.113675 0.0289246 0.0847508 0.0420711 0.0334634 0.00860772 0.00383235 0.02706 0.00879401 0.00575429 0.0132308 0.00973358 0.00555488 0.0202326 0.0426797 0.0258643 0.0162282
internal_count=3121 265 2856 2798 2500 2312 111 2197 2071 298 282 253 2020 1740 334 1406 1218 1134 84 57 297 168 146 83 66 46 1051 188 97 54
is_linear=0
shrinkage=0.00124344


Tree=760
num_leaves=31
num_cat=0
split_feature=1213 484 150 15 474 51 1374 11 403 453 1 42 133 0 3 3 0 3 48 15 13 1 13 160 4 2 52 133 133 12
split_gain=0.00296008 0.00267672 0.00385397 0.00290106 0.00440581 0.00301046 0.0027349 0.00283095 0.00307029 0.00286388 0.00314839 0.00349687 0.00334487 0.00309269 0.00370952 0.00279321 0.00409025 0.00408463 0.00344369 0.00337692 0.0029423 0.00279848 0.00263418 0.00251096 0.00246744 0.00246394 0.00259527 0.00267415 0.00241502 0.00308469
threshold=-0.082704999999999987 -0.0068949999999999992 0.094605000000000009 -0.24436499999999997 -1.0000000180025095e-35 0.11144500000000002 0.10637000000000001 0.081790000000000015 -0.092474999999999988 0.10218000000000001 1.0000000180025095e-35 -0.088934999999999986 0.048520000000000008 -0.059114999999999994 -0.084074999999999997 -0.12711499999999995 -0.10607499999999999 -0.078934999999999991 0.11951500000000001 -0.093244999999999981 -0.092879999999999976 0.095285000000000022 -0.14179999999999995 -1.0000000180025095e-35 -0.019614999999999997 0.10045500000000002 -0.10925999999999998 -1.0000000180025095e-35 0.099660000000000012 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 -2 4 -3 -6 7 8 22 10 11 -10 15 14 -13 -12 18 -18 19 -17 -19 -22 -5 -23 -21 26 -16 -28 29 -15
right_child=1 3 -4 6 5 -7 -8 -9 9 -11 12 13 -14 28 25 16 17 20 -20 24 21 23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0012090505814179517 -0.0009788533505758919 -0.0013485277858686731 0.00083069484436109492 0.00089147897659507685 0.0011169156640795446 -0.00042147322417539744 -0.0012177683196286991 -0.00074785231970728085 -0.0013464602548919147 -0.0012440031589856962 0.00099839511008923808 -0.0013462732760636368 0.0010844400268073527 0.0010967383404798952 -0.0013464334270168218 0.00010986132226950399 -0.0012710189354278303 0.0010877703710833245 -0.00052301949544101027 3.9295403790596353e-05 -0.0012398671163236093 -0.00098730386880314675 -0.0013460994690455499 0.0002720722668514564 0.001105827749147342 -0.0013464412674881465 -0.0013460827000728252 0.00066737230487472243 -0.00050529273205994181 5.0266005905986051e-05
leaf_weight=0.0037446477941571734 0.010094704393949883 0.0019133277237415305 0.0027031079425796642 0.0011922804660571273 0.01199901484656607 0.0028521214275087923 0.0033466061632907431 0.0084502708774039093 0.0040901449530039704 0.002865270211486858 0.0070007641060101369 0.005896314148287723 0.0081311262759982128 0.0083445376894815161 0.0017842973616524213 0.021516879583941773 0.0059888809785775257 0.0036249789574185334 0.0070739036391387336 0.0051129048846405558 0.0039921157539026799 0.0036227315972041643 0.0047512586945899207 0.013766825266998239 0.016979927375700754 0.0023528480848540303 0.0013719095201736317 0.0092650050459894863 0.0060598860869163209 0.013135172517763749
leaf_count=294 470 1 19 4 219 12 24 135 146 12 51 224 120 21 46 60 162 35 21 29 84 35 300 93 90 96 115 125 20 58
internal_value=0 -1.19441e-06 -0.000596647 3.96702e-05 0.00057381 0.000821472 -1.30916e-05 1.1141e-05 5.17546e-05 8.88681e-05 0.00011448 -0.000151609 0.000258229 -5.02374e-05 -0.000443725 0.000182473 0.00011254 -0.00027261 0.000348078 0.000489379 -3.34996e-05 -0.000223596 -0.000897239 9.70896e-06 0.000859002 -8.35184e-05 0.000155707 0.000407684 0.000245102 0.000456804
internal_weight=0 0.199279 0.0127978 0.186481 0.0167645 0.0148511 0.169717 0.16637 0.15792 0.151976 0.149111 0.0523001 0.096811 0.04821 0.0206704 0.0886799 0.0816791 0.0309955 0.0506836 0.0436097 0.0250067 0.0213817 0.00594354 0.0173896 0.0220928 0.0147741 0.0124212 0.0106369 0.0275396 0.0214797
internal_count=3121 2827 489 2338 232 231 2106 2082 1947 1643 1631 851 780 705 606 660 609 409 200 179 247 212 304 128 119 382 286 240 99 79
is_linear=0
shrinkage=0.00134594


Tree=761
num_leaves=31
num_cat=0
split_feature=1 1446 12 47 47 453 0 42 43 4 52 4 2 47 14 48 1 3 4 16 1374 474 159 3 2 15 0 133 16 457
split_gain=0.00271219 0.0030428 0.00320869 0.00457463 0.00464511 0.00349473 0.00304214 0.00302445 0.00320899 0.0030671 0.00472305 0.00289629 0.0055129 0.00492922 0.00314248 0.00335467 0.00282217 0.00308956 0.00300351 0.00270463 0.00401649 0.00396441 0.00256004 0.00284002 0.00246045 0.00245069 0.0029468 0.00347747 0.00257637 0.00232232
threshold=0.094385000000000011 0.090050000000000005 -1.0000000180025095e-35 0.090100000000000013 0.10980000000000002 1.0000000180025095e-35 -0.060129999999999996 0.092620000000000022 -0.52440999999999993 -0.49405499999999997 0.10347000000000002 -0.013125 0.11510000000000002 0.13148500000000005 -0.46596499999999991 0.12649500000000002 1.0000000180025095e-35 -0.084074999999999997 0.053925000000000008 -0.078844999999999985 -0.094929999999999987 0.084660000000000027 0.090485000000000024 -0.10831999999999999 0.090310000000000015 -1.0000000180025095e-35 -0.082974999999999979 0.083950000000000011 -0.046599999999999996 0.082380000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 -5 11 16 9 -9 10 -8 12 -4 14 -13 24 17 -1 19 20 -18 -21 23 -11 -16 -19 27 28 -27 -22
right_child=1 -3 5 4 -6 -7 7 8 -10 22 -12 13 -14 -15 15 -17 18 25 -20 21 29 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0012436942419876229 0.0011429066039848525 -0.0011506343481373069 -0.001043809708088128 -0.0010749782937206265 0.00063899050236749578 -0.0010447611937372287 -0.0012440849358988494 0.00082500307341823237 -0.0012444144293719912 0.0011693121284107727 0.000787442308276146 -0.00054953654285201019 0.00050531851824216179 -0.0010127959140849457 0.00027349368399997117 -0.00053844501865060929 -0.0012440809234283646 -0.00093133102512916739 0.00081071370033879305 -0.0010588998397139462 7.6352840930045843e-05 0.00029971967216962524 -0.00040924851840067847 0.00021935227454381436 0.00090538136599550574 -0.001243940304933555 -0.0012438582644322212 0.00094259315645810367 0.0010822269122414947 0.0012443177325264887
leaf_weight=0.0088282887317916448 0.010906056398624742 0.002836524429369546 0.0084136768239773119 0.003934683359148039 0.0064565075427935881 0.0043866784012607232 0.0044208328060051363 0.0015741301394882612 0.0043886764060943042 0.0093562271586051758 0.0029502241327463707 0.0053038219002701217 0.0061467415594052008 0.0044643795822594248 0.019248159933738407 0.0045945603214931898 0.0029791615961585185 0.0069992329924559718 0.0047423362577774233 0.010532020043157786 0.011936329380006327 0.0048499129512435965 0.0040674693552773524 0.01013875485142535 0.018866354215617775 0.0027118594334893942 0.0023467616750565421 0.0055214451339793413 0.0010104782128195211 0.0033768179218895975
leaf_count=633 261 32 211 16 39 22 58 3 74 27 11 20 41 22 113 12 11 462 26 207 179 62 21 54 154 122 181 27 12 8
internal_value=0 0.000117969 0.000156778 0.000580383 -1.00135e-05 3.04683e-05 -0.000173069 0.000112756 -0.000698106 0.000269059 -0.000430978 0.000100827 -0.000389839 0.000236968 0.000353175 0.000465278 -0.000333257 -0.000637998 -0.000115762 -0.000246237 7.69115e-05 -0.000630528 0.000488052 0.000675267 0.000586273 -0.000350353 4.8427e-07 0.000316391 -0.000612471 0.00033391
internal_weight=0 0.0955581 0.0927216 0.0212972 0.0103912 0.0714244 0.102731 0.0368963 0.00596281 0.0309335 0.00737106 0.0670377 0.0145604 0.0524773 0.0480129 0.0427091 0.0658346 0.0274181 0.0384166 0.0336742 0.0182923 0.0153819 0.0235625 0.019495 0.0381145 0.0185898 0.0115905 0.00924378 0.00372234 0.0153131
internal_count=3121 943 911 316 55 595 2178 248 77 171 69 573 252 321 299 279 1930 1437 493 467 198 269 102 81 267 804 342 161 134 187
is_linear=0
shrinkage=0.00124344


Tree=762
num_leaves=31
num_cat=0
split_feature=151 4 14 480 48 150 158 160 133 457 457 448 42 156 41 123 13 13 133 151 15 1 2 2 2 42 4 3 3 3
split_gain=0.000862922 0.0011274 0.00121914 0.00111142 0.00110422 0.00105937 0.00115611 0.00105261 0.0011307 0.00101217 0.00157865 0.00101631 0.00104898 0.00103115 0.000956733 0.00102218 0.00133591 0.00135031 0.00237183 0.0011883 0.0012244 0.00355669 0.00100211 0.0014278 0.0012546 0.000941612 0.000858654 0.00108901 0.00106195 0.00133831
threshold=-0.5225749999999999 0.27287000000000006 -0.46885499999999997 0.084710000000000021 0.12230500000000001 -0.22665999999999997 0.094245000000000009 -0.091944999999999985 -0.030254999999999994 -0.0029299999999999994 -0.14786499999999997 -0.083859999999999976 -1.0000000180025095e-35 0.10463000000000001 0.079885000000000025 1.0000000180025095e-35 -0.53104499999999988 -0.47860499999999995 0.091410000000000005 0.056735000000000001 0.091650000000000023 0.11634000000000001 0.10060500000000001 0.094400000000000026 0.090310000000000015 -0.084624999999999992 -0.083854999999999985 -0.078934999999999991 -0.074084999999999998 0.076840000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -2 7 8 -7 10 -9 -11 25 14 15 16 -14 -18 19 20 22 -22 23 24 26 -13 -19 -28 -29 -30
right_child=1 2 4 -5 -6 6 -8 9 -10 11 -12 12 13 -15 -16 -17 17 18 -20 -21 21 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=-0.0032786224858740928 0.0025767450321884573 -0.0010944827728512322 0.0022559749967691425 -0.0035206376206192002 -0.0015254602727002833 0.0013411172485182418 -0.0029654152101513303 0.0020262290888208041 -0.0029259423626389024 -0.0032646841963465513 -0.0028590690362262881 -0.00025767040296769794 -0.0023694514093239348 -0.0030591196731565079 -0.0024224206604191332 0.0028298136963840911 0.0035211098467660571 0.0024889215446501759 -0.002288989200663867 -0.0008937275766789305 -0.0035210380069355509 0.0032643929111049685 0.0027751184606319432 -0.001874846244413145 0.0031285229064425225 -0.0029453371676436569 -0.0014410068905623009 0.0029678382085795126 -0.0018135329236975499 0.0019688385893523062
leaf_weight=0.0010017440993195228 0.0017877812996403 0.0024526292481468212 0.006990924960160072 0.0011957340220138937 0.00110870357980275 0.0010351470264637896 0.0017831549425313389 0.001100030024971943 0.0029991294669553517 0.0010553702483377938 0.0032162846761547561 0.0076785852578691305 0.001923144460306502 0.0010114611356435424 0.0013127380622961473 0.0024625100671542546 0.0019114848669801168 0.0029142740262102342 0.0034511946728059675 0.0045040632419954809 0.0023470008770480879 0.0016166481232176011 0.0049158605607857444 0.0019342259499168781 0.0037003944284705872 0.0020456859453226173 0.0030415490703816625 0.0024220438086857143 0.002301144357204553 0.0023360282331168492
leaf_count=47 14 44 279 218 16 39 192 31 236 27 134 346 5 103 46 100 16 31 216 42 101 15 110 33 34 348 215 30 34 19
internal_value=0 9.36344e-06 0.00107993 -0.000156761 0.00173836 -9.65531e-05 -0.000170059 -9.12341e-05 -0.00183107 2.7326e-05 -0.00161403 0.000156406 0.000223479 0.000454218 0.000536679 0.000629652 0.000491858 0.000639005 0.000483751 0.00078248 0.00105673 -0.000753474 0.0013612 0.0009885 0.00131983 -0.000823072 0.000805591 0.000319917 0.00107863 9.18796e-05
internal_weight=0 0.0785549 0.0105523 0.0680027 0.00809963 0.0668069 0.0650192 0.063236 0.00403428 0.0592017 0.00431631 0.0548854 0.05383 0.0441058 0.0430943 0.0417816 0.0393191 0.0373959 0.0354844 0.0320332 0.0275292 0.00396365 0.0235655 0.0186497 0.0167154 0.00972427 0.013015 0.0101008 0.00705922 0.00463717
internal_count=3121 3074 339 2735 295 2517 2503 2311 275 2036 165 1871 1844 1150 1047 1001 901 896 880 664 622 116 506 396 363 694 329 298 83 53
is_linear=0
shrinkage=0.00352023


Tree=763
num_leaves=31
num_cat=0
split_feature=12 132 133 13 15 48 47 50 1 3 48 1 1 0 12 0 52 42 42 47 4 42 42 402 42 457 2 2 1 43
split_gain=0.000752792 0.00129585 0.00116991 0.00200947 0.00145885 0.00140898 0.00126466 0.00112343 0.00108489 0.00277476 0.00120125 0.00108174 0.00105203 0.00104071 0.000925391 0.000899911 0.00191248 0.00086416 0.00106268 0.00135828 0.00126149 0.000874054 0.000895866 0.00112655 0.00121753 0.000888623 0.00119406 0.00156208 0.000944711 0.000878863
threshold=0.084100000000000022 0.081465000000000024 -0.0084449999999999994 -0.0021749999999999994 0.024640000000000006 -1.0000000180025095e-35 0.092710000000000015 0.10647500000000001 0.094090000000000021 0.12178000000000001 0.086035000000000014 0.14089500000000002 0.12577000000000002 -0.053834999999999994 -0.16511999999999996 -0.11242999999999999 0.10024500000000001 -0.11051499999999999 -0.095284999999999995 0.10813000000000002 0.24564500000000003 -1.0000000180025095e-35 0.091735000000000025 0.085065000000000016 0.091295000000000015 0.088350000000000026 0.097220000000000015 0.10327000000000001 0.078340000000000007 0.093175000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 6 -4 8 12 10 -10 15 -8 17 -14 -7 -5 -17 -2 -19 20 21 -20 23 24 25 26 28 -28 -23 -29
right_child=7 -3 3 4 -6 14 11 -9 9 -11 -12 -13 13 -15 -16 16 -18 18 19 -21 -22 22 -24 -25 -26 -27 27 29 -30 -31
leaf_value=-0.0022572898657441782 -0.0035319075069707995 0.0025471212272036065 -0.0023311454969847344 0.0016909709696664077 -0.0028995807586560248 -0.00089335168977062193 -0.0027369030427261019 -0.003736025254313683 0.0029588023432381648 -0.0012297157032949786 -0.0021662183235244448 0.00092381189664147317 0.0036665732089788119 -0.00091182079130758091 0.0027162662248225249 -0.0024951151046866144 0.0027053529946372665 0.0025849141433657583 -0.0037359228376588 -0.0033927787226656655 0.0018833185050190424 -0.0035504523868340868 -0.0027544339316063061 0.0025841998448937783 0.0027685474763383387 0.0015058056986160208 0.002931540589744974 -0.0037365912652808694 -0.00037019318017206471 0.00052804004358377008
leaf_weight=0.002745394043902393 0.0012954031838416915 0.0032547494913330857 0.0010568025519290822 0.0041623258028948831 0.0025889102016947154 0.0011422950419870412 0.0036351989697607215 0.0014112329206632515 0.005891434497470982 0.0035296050099304921 0.0034463718369579519 0.001632362827876932 0.0017187454566851557 0.0011608072905602276 0.0074915566815736403 0.0029102855255018776 0.0014931868855114772 0.0015583154612492925 0.0012236062368451419 0.0022044491817965186 0.0031188641735866432 0.0037977872982617455 0.0021029362255271513 0.0018438984047186588 0.001397926202741929 0.0017975475106482017 0.0016977673360827339 0.0013731573042718992 0.0019847436499524918 0.0013251938107714523
leaf_count=120 118 105 39 41 61 25 61 239 89 22 28 8 27 34 373 54 13 50 450 76 72 296 362 74 27 27 23 85 114 8
internal_value=0 0.000276836 9.97464e-05 0.000265753 -0.000222122 0.00174034 3.74846e-05 -0.000479676 0.000440534 0.00138957 -0.000303785 -0.00160249 -0.000324429 0.00182093 0.0022387 0.000445548 -0.000731673 -0.000555616 -0.000403981 -0.000599124 -0.000314844 -0.000684536 -0.000468976 -0.000153155 -0.000530556 -0.000915645 -0.00134327 0.000124178 -0.00245889 -0.00164218
internal_weight=0 0.0449805 0.0417257 0.0389803 0.0292897 0.00969065 0.0267008 0.0310124 0.0214332 0.00942104 0.0120122 0.00526756 0.0296011 0.00287955 0.00863385 0.0085658 0.00440347 0.0267216 0.0254262 0.0238679 0.0216634 0.0185446 0.017321 0.015218 0.0133741 0.0119762 0.0101786 0.00439612 0.00578253 0.00269835
internal_count=3121 1039 934 814 377 437 316 2082 247 111 136 69 1843 61 398 108 67 1782 1664 1614 1538 1466 1016 654 580 553 526 116 410 93
is_linear=0
shrinkage=0.0037357


Tree=764
num_leaves=31
num_cat=0
split_feature=147 14 148 1456 11 124 3 1365 3 1213 2 15 151 123 43 0 0 15 2 3 150 150 42 16 2 1 1 157 12 47
split_gain=0.000741151 0.000918596 0.000789563 0.000781687 0.000810782 0.000808208 0.00124291 0.0013181 0.00102167 0.00134039 0.00103266 0.00103036 0.000926586 0.00130238 0.000810409 0.000806008 0.00128598 0.00111506 0.00106152 0.00107569 0.00137044 0.000813971 0.000697084 0.000664782 0.000655619 0.000701693 0.000646075 0.000625669 0.000612553 0.000654668
threshold=0.089025000000000007 0.076175000000000007 0.10090000000000002 -1.0000000180025095e-35 0.088215000000000002 -0.043384999999999993 0.30112000000000005 1.0000000180025095e-35 -0.12018999999999998 -1.0000000180025095e-35 0.11362000000000001 -1.0000000180025095e-35 -0.084304999999999977 0.088610000000000008 0.08845500000000002 -0.10096999999999999 -0.08824499999999999 -0.088429999999999995 0.11215000000000001 0.10299500000000002 0.087380000000000013 0.087380000000000013 -0.025789999999999997 0.083160000000000026 0.089775000000000008 0.085110000000000005 0.11230000000000001 -1.0000000180025095e-35 -0.040564999999999997 0.10421000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 12 7 8 10 -10 11 -7 -5 22 23 18 -17 -18 19 20 24 27 -14 -13 -11 -26 -20 -19 -29 -30
right_child=2 -3 -4 4 -6 6 -8 -9 9 15 -12 14 13 -15 -16 16 17 21 26 -21 -22 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=-0.0023460796243295516 0.0024089476445760213 -0.0026889639392714154 -0.00098963318059040956 0.0033825197976091034 -0.0017032276933264883 0.0025320902481763118 0.0033837369165389294 -0.0033840083560484012 -0.0033837481461495037 0.00034235089255184336 0.0031814904005566624 0.001618214076148747 -0.0030555856910473279 0.0031884008903629861 -0.0021299571525159764 -0.0033790796841968252 0.0020661641595440899 -0.0028349971438006508 -0.0023235972490751365 0.0024453086529485882 -0.001401335337839902 -0.0033427596827729418 0.00033799627288749501 -0.0011857632069926737 -0.00020990052183160091 0.0031393345291257976 0.00015677050380440564 -0.0026158936288557637 -0.00044700117354765182 0.0013954170809356396
leaf_weight=0.0016545558136318297 0.0027042547026638877 0.0015439007187154621 0.0011012918803317007 0.0016916691220956181 0.0030209102880860419 0.0019822073652022718 0.001190076977458431 0.0013736948373281868 0.0015082299208906127 0.007173041253039962 0.0019211267145919928 0.0025569809033925061 0.0010111272694359741 0.0013918159067003444 0.0018692430330702337 0.0017835715033811461 0.0019253454100480695 0.0011524307078119031 0.0024629164736325029 0.0032289007369854508 0.0039962801977679882 0.0011974460288959312 0.0022022306049471743 0.0015576795476732741 0.0010198874354330201 0.0024045609560516823 0.0023487592113156097 0.0011361637745608269 0.009531502176972878 0.0028735891342677169
leaf_count=269 108 95 16 57 97 36 95 48 426 55 33 35 35 65 9 253 115 156 19 21 36 98 76 44 38 27 30 20 675 34
internal_value=0 -0.000108556 0.00142543 -4.92421e-05 8.76681e-06 9.15279e-05 -3.72802e-05 -0.000111299 -2.74701e-05 -0.000249498 0.000954814 0.000417823 0.00124102 0.000454364 -0.000282542 -0.000137571 -0.00063987 -0.000365653 0.000297392 0.000678118 0.000287124 -0.000660289 -0.000729841 0.000556717 0.000923836 0.00214185 -0.00111284 -0.000441684 -0.000238 -2.02125e-05
internal_weight=0 0.0687098 0.00380555 0.0671659 0.0655114 0.0624905 0.0561936 0.0550036 0.0536299 0.0437426 0.00988724 0.00796611 0.00629684 0.00460517 0.0059839 0.0422344 0.0196 0.0178165 0.0226343 0.0178227 0.0145938 0.0158911 0.00321336 0.00411466 0.0105975 0.00342445 0.00481168 0.0146937 0.0135413 0.0124051
internal_count=3121 2997 124 2902 2633 2536 2303 2208 2160 2003 157 124 233 176 88 1577 1351 1098 226 177 156 983 111 79 120 65 49 885 729 709
is_linear=0
shrinkage=0.00338353


Tree=765
num_leaves=31
num_cat=0
split_feature=151 151 1348 1456 474 4 11 160 14 160 1213 151 13 13 48 1374 0 4 43 48 42 15 12 49 133 51 47 1 43 0
split_gain=0.000741417 0.00111016 0.00100564 0.00135925 0.000930014 0.00137548 0.00119322 0.000902934 0.000945209 0.0011108 0.0011344 0.00118236 0.000953292 0.00151041 0.00121745 0.0011775 0.0012227 0.00118135 0.00106139 0.000983073 0.000968002 0.000933417 0.00118395 0.000973383 0.000842634 0.0008063 0.00115577 0.000687138 0.00118193 0.00111948
threshold=-0.40381499999999992 -0.10959499999999998 0.090205000000000021 -1.0000000180025095e-35 -1.0000000180025095e-35 0.27287000000000006 0.081790000000000015 -0.091944999999999985 0.083150000000000016 -0.081069999999999989 -1.0000000180025095e-35 -0.090369999999999992 -0.084034999999999985 -0.53104499999999988 0.093440000000000009 -0.094929999999999987 -0.23091999999999999 0.25615500000000008 -0.15582499999999996 0.12649500000000002 -0.11466499999999999 -0.094549999999999981 0.09857500000000001 -0.0090649999999999984 -1.0000000180025095e-35 0.11144500000000002 0.096475000000000019 0.090475000000000014 0.070450000000000013 -0.084044999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 7 -6 9 -9 -11 -12 13 -13 15 -14 -17 18 20 -16 -18 23 -23 -20 -15 26 -7 28 29 -26
right_child=1 2 -4 4 5 25 -8 8 -10 10 11 12 14 24 19 16 17 -19 21 -21 -22 22 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=-0.0028079363697379109 0.0023858657321077039 -0.0036626922289895785 0.0033727135153000078 -0.0032565338600451512 -0.0017388128639145763 0.0031983897673023847 -0.0036627118363815677 0.0022502325163998738 -0.0031401153672767431 -0.0028099399211093733 -0.0032588460382611088 -0.0019095881013214766 -0.0036633674983616066 -0.00054149260026294956 0.002569132800745996 0.0031191764414421974 -0.0015506296045019994 -0.0036519517767759501 0.0036633810244971867 -0.00046436862453021454 0.0016538549508358629 -0.0020602836055917664 0.0017402126355094923 -0.00087813109631520634 -0.0031692418049684206 -0.00079820933302453083 -0.00018494104852646506 0.0033503654701977806 0.0030987310001202788 0.0015011189966321124
leaf_weight=0.0012638387747472271 0.0025672401525014257 0.0014273949015350942 0.0011195276108537646 0.0011896607160135622 0.0041969689609944174 0.0040677531489947674 0.0012977891578032077 0.0030526541262343434 0.0012291090353926384 0.0018900816974207748 0.0013695884248221537 0.0019804872160875684 0.0015249800443370978 0.0020550609852314503 0.0034562430331082075 0.0012934382284583842 0.0016836608386086027 0.0015261241080679602 0.0010611969973979285 0.0024478914978516286 0.0050783969051337819 0.0077892789184961456 0.0012802142092809277 0.0015689539123613329 0.0011408386554006018 0.0016731274581900379 0.0020303178305880465 0.0034062300591415351 0.0024812312376525369 0.0017359932590395016
leaf_count=65 92 282 33 105 289 257 82 116 23 427 28 14 16 64 79 8 26 23 6 30 64 563 102 63 88 17 29 81 13 36
internal_value=0 2.29321e-05 -6.89049e-05 -0.000128241 -4.88006e-05 1.24359e-05 -0.000192942 -0.000108376 3.11281e-05 0.000112634 -3.31195e-05 8.92789e-05 0.000199747 0.00103098 -0.00017084 -0.000554571 -0.0003318 -0.000555117 -0.00029912 0.00131142 0.000855982 -0.000966735 -0.00152382 0.00095425 0.00156925 0.00145399 0.00207193 0.00206419 0.00124653 -0.000350963
internal_weight=0 0.0686214 0.0660542 0.0649347 0.0635073 0.0623176 0.0545464 0.0532486 0.0490517 0.0478225 0.0447699 0.0428798 0.0415102 0.0127998 0.0287104 0.0228062 0.0212813 0.0199878 0.0184617 0.00590413 0.00676206 0.0116996 0.00906949 0.00263015 0.0108194 0.0077712 0.00609807 0.00876429 0.00535806 0.00287683
internal_count=3121 3056 2964 2931 2649 2544 2241 2159 1870 1847 1731 1304 1276 296 980 871 855 847 824 109 90 734 665 69 282 303 286 218 137 124
is_linear=0
shrinkage=0.00366245


Tree=766
num_leaves=31
num_cat=0
split_feature=453 1348 52 52 403 2 52 43 39 12 160 150 474 42 133 15 457 0 1374 34 15 42 49 4 3 0 0 1 52 0
split_gain=0.00070219 0.000915872 0.000861919 0.00100754 0.00112966 0.000947404 0.00140766 0.0016186 0.000905323 0.000861254 0.000857916 0.00216227 0.00107782 0.00100028 0.00109741 0.00107354 0.000944688 0.00124484 0.00127137 0.001167 0.000887032 0.00121535 0.00086088 0.00076715 0.000535205 0.000517766 0.000426843 0.000347326 0.000338539 0.000231188
threshold=0.10218000000000001 0.090205000000000021 -0.24164999999999998 -0.081429999999999989 -1.0000000180025095e-35 0.10276500000000001 -0.088204999999999992 -0.088004999999999986 0.090190000000000006 -0.16511999999999996 -1.0000000180025095e-35 -0.091839999999999991 0.093405000000000016 -0.11051499999999999 -0.069129999999999983 0.090455000000000021 -0.033289999999999993 0.089620000000000019 -0.08070999999999999 -0.0011599999999999998 0.097485000000000016 0.092620000000000022 -0.079429999999999987 0.09173000000000002 -0.082154999999999992 -0.04917499999999999 -0.033209999999999996 0.090840000000000018 -0.099454999999999974 -0.16360999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 23 5 27 6 7 24 10 -10 11 -6 26 -12 15 -15 -16 18 -18 -20 21 22 -21 25 -4 -1 29 -5 -9 -13
right_child=-2 -3 3 4 8 -7 -8 28 9 -11 13 12 -14 14 16 -17 17 -19 19 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0032138813863962609 -0.0026695337089297669 0.0032940208790808155 -0.0001310377872555413 -0.0034513615965797153 0.0024639471413653064 0.0027812292828873499 0.0025973549822626307 -0.00097500232589967572 -0.0010192281132770761 0.0025156701912124983 -0.0031798480422839323 -0.0011789129965119004 0.0015171516669976726 -0.0030949684836293753 -0.0016975194144317172 0.0011774139596830659 -0.001112802758019011 -0.00096551467293022554 -0.0018113048843728145 -0.00016509419508260677 -0.00068560130301290967 -0.0017867070610363734 0.0024443703154165466 0.00018651269200984998 0.0030889171096830795 -0.00026676711775223391 -0.00026118600652132249 -0.00082004666761407747 -0.0034449658321702614 -0.0029934594119115318
leaf_weight=0.0024116307517587643 0.0011749227239192797 0.0010035275284110403 0.001254010904624181 0.0014711308682286975 0.001709588165997645 0.0028138907670793856 0.0024433037113311684 0.001133159303307707 0.0011293987033695885 0.0030059987552135672 0.001054142648949429 0.0010137760084774081 0.0010043972192592676 0.0021245063514641052 0.0022318803362324493 0.0010451396543800229 0.0029194383641879531 0.0046871855900150186 0.0012986434185791032 0.0017161460035595164 0.0018284130397958611 0.0010147936737023864 0.012288646576445572 0.0024423610883417268 0.0012062762845204134 0.0010063207437411839 0.0010265327212870537 0.0010061289749394575 0.0015860841199009101 0.00477765506290595
leaf_count=213 18 35 65 579 17 89 68 100 20 116 36 32 63 197 44 65 23 35 38 25 61 66 236 30 20 123 47 97 51 512
internal_value=0 2.22815e-05 -2.85035e-05 9.73095e-05 -0.000112593 0.00106979 0.000438033 -0.000580569 9.98768e-06 0.00155027 -0.000142613 -0.00105213 -0.00182057 0.00012655 0.000238424 -0.00168622 0.000456412 0.000643081 0.00100099 0.00134106 0.00158404 0.00186034 0.00212461 -0.00129065 0.0014477 -0.00234619 -0.00231227 -0.00238266 -0.00241569 -0.00267583
internal_weight=0 0.0656541 0.0646506 0.0587903 0.0483535 0.0104367 0.00762283 0.00517953 0.0458763 0.0041354 0.0417409 0.00953195 0.00782236 0.0322089 0.0311548 0.00316965 0.0279851 0.0257533 0.0210661 0.0181466 0.016848 0.0150196 0.0140048 0.00586031 0.00246029 0.00341795 0.00681796 0.00247726 0.00271924 0.00579143
internal_count=3121 3103 3068 2702 2309 393 304 236 1633 136 1497 671 654 826 790 262 528 484 449 426 388 327 261 366 85 336 591 676 151 544
is_linear=0
shrinkage=0.00345121


Tree=767
num_leaves=31
num_cat=0
split_feature=1 0 3 1186 2 15 2 3 42 4 480 1429 156 474 403 133 0 0 48 150 1 3 9 50 49 15 1 13 1 3
split_gain=0.000632519 0.00138893 0.000967652 0.000807855 0.000861408 0.000764052 0.000772752 0.000717449 0.000708735 0.000840239 0.000657927 0.000691468 0.000796332 0.00114857 0.000945123 0.000762552 0.000871603 0.00107816 0.00111423 0.00166706 0.000789263 0.000932203 0.0011597 0.00115806 0.000528727 0.000701554 0.000642196 0.000471973 0.000452274 0.000423843
threshold=1.0000000180025095e-35 -0.059114999999999994 -0.084074999999999997 0.081240000000000021 0.14753000000000002 0.083935000000000023 0.091545000000000015 0.083060000000000009 0.092620000000000022 -0.49405499999999997 0.08610000000000001 0.084545000000000009 0.084085000000000007 0.088335000000000011 -1.0000000180025095e-35 0.084760000000000016 -0.10607499999999999 -0.20211999999999997 0.086035000000000014 0.097810000000000022 0.12958500000000003 -0.15327499999999997 -1.0000000180025095e-35 0.10030500000000002 -0.078034999999999979 -0.14809499999999998 0.10887500000000001 0.090705000000000008 0.086920000000000011 0.11296500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 10 7 -7 -4 9 -3 11 12 14 -14 -2 16 17 18 28 -20 21 -18 -23 -24 -19 -26 -27 -11 -16 -22
right_child=3 8 5 -5 -6 6 -8 -9 -10 27 -12 -13 13 -15 15 -17 20 24 19 -21 29 22 23 -25 25 26 -28 -29 -30 -31
leaf_value=-0.0033837740043864794 -0.0021866075092964289 -0.0012636347926828198 -0.0033836912948415144 0.0027550163859013498 0.0024766425338798009 0.001882644878793923 -0.0018114079402766449 0.00017762308250201834 -0.0016008500015875561 0.00057935626635040034 -0.0023227114278956424 0.0021179481420872115 -0.0026287169724083514 0.0013144765608592867 0.0032396353183394124 0.0021837286200914476 0.0010270534934376985 0.0030810437116618318 -0.0026945322751229031 0.00060640298528737971 0.001493876127218444 0.0014948430409328793 -0.0031070343578620402 0.00063567189065574542 0.0031099844940529571 0.0018238800715986406 -0.00070031285229905536 0.0024549467557282408 0.00061226128912011729 -0.00090691331186029624
leaf_weight=0.0024560703339666645 0.0018576565052423879 0.0020273106737960242 0.0017637833185872864 0.001366542630304223 0.0016975606608013996 0.0016638174217682433 0.0010621676477136077 0.001023350903778919 0.0019544793916530532 0.0045241567686034037 0.0013309288681604406 0.0018463812516813496 0.0027851795202877829 0.0012144035496035599 0.0011455130201056818 0.0022756434382955595 0.0018363237776668432 0.0019523174281630418 0.003144489415035423 0.003953934592573205 0.0026429901549320798 0.0010948266680372862 0.0044449095210552627 0.0012025012363601206 0.0014561035661415644 0.002075235177635186 0.0025990104356026222 0.0023254800126437658 0.0021727474183990125 0.001235344153940332
leaf_count=636 187 20 471 33 113 186 138 9 73 56 82 75 126 58 8 138 46 31 40 18 48 11 229 65 37 59 38 23 46 21
internal_value=0 -0.00054516 -0.00161732 0.000193017 0.000113382 -0.000830377 0.000443274 -0.00207608 0.000243682 0.000649801 1.84659e-05 9.45842e-05 -9.89732e-07 -0.00143144 0.000162056 0.000293345 0.00015438 0.000620269 -9.92559e-05 -0.000855859 -0.000537497 -0.00111015 -0.00169224 -0.0023101 0.00154757 0.00105921 0.000420359 0.00121613 0.00151927 0.000729166
internal_weight=0 0.0188006 0.00796919 0.0453305 0.043964 0.00551312 0.00272599 0.00278713 0.0108314 0.00887695 0.0422664 0.0409355 0.0390891 0.00399958 0.0350895 0.0332319 0.0309562 0.0184994 0.0104167 0.00709842 0.0124569 0.00857856 0.00674224 0.00564741 0.00808267 0.00613035 0.00467425 0.00684964 0.00331826 0.00387833
internal_count=3121 1612 1440 1509 1476 804 324 480 172 99 1363 1281 1206 184 1022 835 697 277 112 58 420 351 305 294 165 134 97 79 54 69
is_linear=0
shrinkage=0.00338353


Tree=768
num_leaves=31
num_cat=0
split_feature=2 31 123 1447 403 453 13 13 15 1 11 41 2 484 4 16 1429 1213 13 43 457 47 16 0 484 2 51 16 0 2
split_gain=0.00392464 0.00482906 0.00412828 0.00407693 0.00365305 0.00324262 0.00337289 0.00316194 0.00386182 0.00359245 0.00320627 0.00301386 0.00372664 0.00325097 0.00301354 0.0043265 0.00294107 0.00326314 0.00319169 0.00310197 0.00406813 0.00487428 0.00272841 0.00250271 0.0030578 0.00249378 0.00230823 0.00338209 0.00311794 0.00210014
threshold=0.099185000000000009 -1.0000000180025095e-35 0.08592000000000001 -1.0000000180025095e-35 -0.092474999999999988 0.10564500000000002 -0.53104499999999988 -0.47860499999999995 -0.074054999999999996 0.091785000000000019 0.090920000000000015 0.078475000000000017 -0.13033999999999998 -0.0068949999999999992 0.27834500000000006 -0.070454999999999976 0.084545000000000009 -1.0000000180025095e-35 -0.094514999999999988 -0.084004999999999982 0.082380000000000009 0.13082500000000002 0.51026500000000008 -0.23194499999999998 0.097530000000000019 0.089885000000000007 0.084745000000000015 -0.094359999999999986 -0.23811499999999999 0.096540000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -3 6 -5 -8 9 -9 23 12 -6 -14 15 -10 17 -15 -19 29 21 26 -17 -11 -25 -22 28 -28 -21 -20
right_child=2 4 -4 5 11 -7 7 8 14 10 -12 -13 13 16 -16 22 -18 18 19 20 25 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0012697319517457717 -0.0012687445267641844 -0.0012157489856775812 0.0010411669451355883 -0.00090864131692423508 0.00084659162974169038 -0.0012330314253251003 0.00126940050711915 -0.0012684191856851979 -0.00098687392436782348 -0.00010020665307965438 -0.00054240434930266136 -0.0009800339221529245 -0.0010849656242575823 -0.0012685374677019157 0.0012685094242374758 0.00016979339513905188 0.00071370804754475282 0.0003697636956041832 -3.9695558694166186e-05 0.0011513785282846426 -0.00047103060854349028 0.0012672838260995888 -0.0012685132605993552 0.00118926682014452 -0.0001701901522515968 0.00072535393915717616 0.00040080076995786899 -0.0012687713902872389 -0.0011354395593792222 0.0011368747081738208
leaf_weight=0.0035577977038201416 0.0034882251844905445 0.0057550424751369169 0.0077476482242673219 0.0043332070545147863 0.0059455819410914037 0.0027070672458648906 0.0045292883477827664 0.0016938115812479273 0.0081729410928232868 0.0041848174678307216 0.00328318592346477 0.0071467745358404491 0.0060899683602357859 0.0042789015746151895 0.0024955003286777347 0.026991574321414198 0.0062252031858918136 0.016473590749569667 0.027552118511351864 0.0010047694668173712 0.0050768521800819144 0.001917265634915565 0.0023025641884260031 0.017071951154434831 0.0031530874065310846 0.0062565130217535625 0.0050489327913680881 0.0031817206022139999 0.021093908331920382 0.002677579919662775
leaf_count=83 47 309 116 9 72 11 23 113 68 21 16 77 349 336 38 179 86 67 219 6 32 3 124 146 8 17 31 54 444 17
internal_value=0 -0.000187428 0.00015512 7.37911e-05 -0.000228663 0.000131665 0.000178899 0.000242687 0.000175631 0.000524651 0.000634323 -0.000181312 -0.000130717 -0.000185085 -8.10243e-05 -0.00017091 -0.00013071 -0.0001863 -0.000135008 -0.000247668 -0.00046422 -0.00069395 5.67403e-05 0.000792595 0.000977327 0.000189426 -0.000817929 -0.000244605 -0.00103146 6.45185e-05
internal_weight=0 0.129283 0.0921549 0.0844072 0.125725 0.080919 0.0782119 0.0738787 0.0693494 0.0293869 0.027693 0.11997 0.112823 0.106877 0.0399626 0.0374671 0.100787 0.0945622 0.0902833 0.0738097 0.04358 0.0322466 0.0292941 0.0244099 0.020225 0.0113334 0.0303293 0.00823065 0.0220987 0.0302297
internal_count=3121 2202 919 803 2119 756 745 736 713 304 191 1810 1733 1661 409 371 1312 1226 890 823 587 538 303 175 154 49 535 85 450 236
is_linear=0
shrinkage=0.00126831


Tree=769
num_leaves=31
num_cat=0
split_feature=39 42 123 1456 15 42 13 4 3 38 133 4 3 159 52 15 16 52 0 1 12 402 15 42 15 151 12 50 48 51
split_gain=0.00268129 0.00291219 0.00351318 0.00259393 0.00312809 0.00239741 0.00366246 0.00326601 0.0027034 0.00254533 0.00238869 0.00235437 0.00247538 0.00307685 0.00288881 0.002833 0.00279774 0.00274293 0.00297233 0.00277497 0.00259567 0.00301798 0.00272364 0.00291437 0.00256936 0.00231186 0.00229367 0.00209623 0.00202821 0.00198243
threshold=0.16946000000000003 -0.11466499999999999 1.0000000180025095e-35 1.0000000180025095e-35 -0.24436499999999997 0.091735000000000025 0.41383500000000001 0.09173000000000002 -0.15121499999999996 0.10386000000000002 -1.0000000180025095e-35 0.41555500000000006 0.10299500000000002 0.090025000000000008 -0.15275999999999998 -0.074054999999999996 -0.39185999999999993 0.10160000000000001 -0.060129999999999996 0.107145 0.088615000000000013 -0.50169499999999989 0.090455000000000021 0.084050000000000014 -0.0088349999999999974 0.056735000000000001 0.096210000000000004 0.081075000000000022 -1.0000000180025095e-35 0.12547500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 8 7 -7 -6 11 -4 12 13 14 -10 -14 -17 18 19 20 22 -22 23 25 -18 27 -9 -16 -12 -19
right_child=-2 2 10 -5 5 6 -8 26 9 -11 28 -13 15 -15 17 16 24 29 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00083935299000501029 0.0012692610221274312 0.00061341369343763895 -0.00060450891357325309 -0.0012685306552498474 0.00060845960447804574 -0.0012185317990324332 0.0012704682758580617 -0.00085067321842734905 -0.0012684718849551235 -0.0012388228506418847 -0.0006101248994568692 -0.0012538184152634292 0.0010776615792653164 -0.0012175375433937804 0.00018779443338752872 0.0012687617326571582 -0.00090808223816104768 -0.0012686492804249857 0.00067002398209636783 0.00081373125485233091 0.00072548971652948132 -0.001226897780921322 0.00094866518540528868 -0.0012684612570909501 0.00019145834482871298 -0.0012687499007148417 0.00044644085310860838 -0.0012685856600376461 0.00099316699972900008 0.00070992975109095905
leaf_weight=0.0071684192393988147 0.0025212381235064632 0.010623692538302976 0.0022990466222836412 0.0028599827681397008 0.0097279493253950022 0.0090062412167455363 0.0016944892704486838 0.0039702642536667554 0.0031450740826528536 0.0030174416282875418 0.0014384202729615944 0.0025723807359554476 0.005962402712157199 0.0040750724074172231 0.023111390752838183 0.0027540565148456144 0.0046969877589617638 0.0043120497321851295 0.010431738843408318 0.0050218796804983859 0.0015922071642648916 0.0063649750329659582 0.0040198561208626407 0.0034020813179580492 0.012561074790596653 0.0022006863230217269 0.0048986754611348715 0.0017072344073483228 0.010790750575054631 0.0010043271298059153
leaf_count=169 23 150 26 260 139 427 1 29 139 22 24 18 43 119 288 28 22 214 33 19 15 313 20 207 68 13 27 34 204 27
internal_value=0 -4.85583e-05 -1.29646e-05 -7.26461e-05 -4.85388e-05 -0.000102119 -0.000511609 -0.000680542 -3.03642e-05 -9.13182e-05 0.0005816 -5.63204e-05 -2.43536e-05 -0.000147839 -8.21039e-05 0.00031028 8.16462e-05 -2.30362e-05 5.70821e-05 -7.77557e-05 -0.000183348 -0.000836231 -3.25079e-05 -0.000162159 -0.000107795 -2.28615e-05 -0.000134224 8.76123e-05 0.000804585 -0.000894872
internal_weight=0 0.166431 0.159262 0.144734 0.141874 0.131251 0.0195697 0.0178752 0.111681 0.101953 0.0145282 0.0989355 0.0963631 0.0703886 0.0663135 0.0259745 0.0200121 0.0631684 0.057852 0.0474203 0.0423984 0.00795718 0.0344412 0.0304214 0.0172581 0.0270193 0.00886894 0.0248186 0.0122292 0.00531638
internal_count=3121 3098 2929 2675 2415 2265 484 483 1781 1642 254 1620 1602 1441 1322 161 118 1183 942 909 890 328 562 542 90 335 56 322 228 241
is_linear=0
shrinkage=0.00126831


Tree=770
num_leaves=31
num_cat=0
split_feature=133 52 151 151 1456 1456 4 1 49 158 16 122 123 1 13 15 4 0 51 13 42 1 43 42 3 49 51 3 1 2
split_gain=0.000642026 0.00111482 0.000698589 0.0010447 0.000981176 0.000906772 0.00124958 0.000978907 0.00106083 0.000817448 0.000836907 0.000867936 0.000973708 0.000711944 0.000951069 0.000746435 0.00115754 0.000725975 0.000946579 0.000704431 0.000687202 0.00132671 0.000726933 0.0010075 0.000860143 0.0010683 0.000773611 0.000816135 0.00082938 0.000677902
threshold=-0.25159999999999993 -0.52017999999999986 -0.40381499999999992 -0.10959499999999998 -1.0000000180025095e-35 1.0000000180025095e-35 0.27287000000000006 0.111945 -0.0060549999999999988 0.089460000000000012 -0.36241499999999999 1.0000000180025095e-35 0.088610000000000008 0.10060500000000001 -0.084154999999999994 0.050935000000000008 0.033845000000000007 -0.23091999999999999 0.087505000000000013 -0.099939999999999987 -1.0000000180025095e-35 1.0000000180025095e-35 -0.083879999999999996 0.087075000000000014 -0.11255999999999998 -0.086009999999999989 0.084745000000000015 0.097915000000000016 0.086105000000000015 0.12043500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 9 8 -8 10 19 12 13 17 -15 16 29 -12 20 -6 21 -19 -22 24 -24 -26 27 28 -27 -16
right_child=1 2 3 4 5 -7 7 -9 -10 -11 11 -13 -14 14 15 -17 -18 18 -20 -21 22 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=-0.0020898823507775059 -0.003451423023283984 -0.0025529729999227177 0.0024374980358503775 -0.0028131276375735433 0.00032520793568250483 -0.0030447495732584162 0.0033117809004654928 0.0028827037684984939 -0.0008734734697061938 -0.0027063657919555893 0.001935782900834637 -0.0027884852196961695 0.0033782324417016584 0.0028098804648777906 0.0030741411198355389 -0.0016044131615789217 -0.00040905029921433744 -0.0034515784541084404 -0.002165536837825045 -0.0022451310007098324 0.0012121193329905475 0.00075704658061565206 0.002501250198163045 -0.0027421871777910823 -0.0032958500390680829 -0.0031201641063463904 0.0027149385121516202 0.0013627982250217082 -5.6890805976944025e-05 -9.6091180433933906e-05
leaf_weight=0.0017454155596214873 0.0010753456927394813 0.0011658332427231235 0.0022768364344258876 0.0013873556536569956 0.0021019094177745501 0.001055254326080223 0.0010006517510987578 0.0033841656921005381 0.0025843537936935937 0.0013043678768323011 0.0019454003827377052 0.0011075204538428798 0.0011942684419352636 0.0024854424826941121 0.0028834836454052493 0.0017764712173686812 0.0041649956579163927 0.0018380785149387782 0.0027454222070897307 0.0032087141512846451 0.0061938633709033254 0.0017335666848445896 0.001583233427709275 0.0016531099272985026 0.00119623523687551 0.0015842964746291197 0.0012332128287653177 0.0024726037615891983 0.0031377295136536532 0.0011136809501408607
leaf_count=187 216 63 89 255 19 241 41 224 34 81 12 11 32 66 68 35 32 362 156 76 143 113 21 343 12 94 8 16 54 17
internal_value=0 3.22397e-05 9.31406e-05 0.000144261 5.43458e-05 0.00012453 0.000184652 0.00155142 0.000294721 -1.11083e-05 6.31339e-05 0.0002262 0.000307763 0.000215491 0.00090044 0.000422929 0.000864174 -9.60334e-05 -0.000251827 -0.00122781 -1.96183e-05 -0.00140884 0.000240786 -0.00022703 0.000143963 -0.000243829 0.00018937 -0.000243531 -0.00108466 0.00219086
internal_weight=0 0.0625874 0.0615121 0.0603462 0.0580694 0.056682 0.0556268 0.00696917 0.00358501 0.0486576 0.0473532 0.0420426 0.0409351 0.0397408 0.0124241 0.00993863 0.00816216 0.0273168 0.0253714 0.00531062 0.0226259 0.00357165 0.0190543 0.0128604 0.0112073 0.00962408 0.00842784 0.00719463 0.00472203 0.00399716
internal_count=3121 2934 2718 2655 2566 2311 2070 299 75 1771 1690 1595 1584 1552 218 152 117 1334 1322 95 1166 475 691 548 205 184 172 164 148 85
is_linear=0
shrinkage=0.00345121


Tree=771
num_leaves=31
num_cat=0
split_feature=9 1 0 47 2 51 148 42 50 0 3 15 52 123 15 1375 454 49 52 13 48 474 52 42 42 4 13 49 4 1375
split_gain=0.00383875 0.00349796 0.00356151 0.00303535 0.00328193 0.00300572 0.00302264 0.0029571 0.00251116 0.00267102 0.00273273 0.00332992 0.00352114 0.00279543 0.00282014 0.00328784 0.00299413 0.0026029 0.00244339 0.00309528 0.0035472 0.00233362 0.00232226 0.00232083 0.0023131 0.00223901 0.00218615 0.0032671 0.00209798 0.00210476
threshold=-0.036024999999999995 0.10781 -0.014954999999999998 0.13148500000000005 0.14753000000000002 0.123935 -0.079184999999999992 -0.095859999999999987 0.10647500000000001 -0.26609999999999995 -0.15447499999999995 -0.015744999999999999 0.096795000000000006 1.0000000180025095e-35 -0.095869999999999983 -0.4078199999999999 1.0000000180025095e-35 -0.080089999999999981 0.11434500000000002 -0.095304999999999987 0.093675000000000022 -0.14697499999999997 0.19022000000000003 0.10256000000000001 -0.092459999999999987 -0.0029599999999999995 0.25761500000000009 0.10910000000000002 -0.0035949999999999997 0.087820000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 3 4 5 6 -3 -2 9 -9 11 -11 -13 14 16 -16 17 -12 19 -17 24 -8 26 -15 -21 28 27 -23 29 -26
right_child=1 2 -4 -5 -6 -7 21 8 -10 10 13 12 -14 23 15 18 -18 -19 -20 20 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0012692745940626471 -0.0011537195069510173 -0.0011408560560555606 0.0011904283814955826 -0.00064418093110577782 0.0012686188600533402 -0.0007324863039138178 -0.00088637140038247213 0.00095327709697215132 -0.0012685632571265511 0.0011899227759303058 0.00037397064001951547 -0.00079073304104565739 0.00074850701036911229 0.00066678145803662249 0.00079614469893851138 9.0363272051013541e-05 0.00054335307878693759 -0.0012238178397805035 -0.0010980710803366437 0.00059403914693474864 0.00052364683834653977 0.00074344479692676645 -0.0008158477460820313 -0.00077965260758205057 -0.00066276971601208524 -0.0011990394293822464 -0.00068856756240465123 -0.00037649567525640469 0.0011827682876370347 0.00084268112779094608
leaf_weight=0.0025845095138379284 0.0079140845131959736 0.0029160250196582629 0.0035419368826978817 0.01372241054400547 0.0032180512598358737 0.0085977523751807894 0.0028933282001162288 0.0025898260892063254 0.0046702000012572844 0.0038188690738252271 0.0018228976991849768 0.0062314992225651622 0.0038787546686762653 0.0064342396062784246 0.0037146049999137168 0.018736969132476133 0.0020784163425560101 0.016355872905634783 0.007807494144387305 0.0023770727837586483 0.0047926740851664809 0.021008230317249854 0.0027238658367423332 0.0024692145034350688 0.029665851437130179 0.010538087116550805 0.0026504868656047611 0.005234034146724297 0.001116056594582914 0.0015731198519119962
leaf_count=89 216 6 85 51 78 31 6 14 233 26 15 90 15 73 9 96 6 223 216 45 46 205 21 13 954 207 7 28 5 12
internal_value=0 -0.000286157 -4.70529e-05 -0.000116665 3.03398e-05 -5.62426e-05 9.91087e-05 -0.000400901 -0.000355307 -0.000321458 -0.000348208 0.000180915 -0.00020021 -0.000415527 -0.000475825 -0.00036917 -0.000898722 -0.0010636 -0.000425675 -0.000349371 -0.00051395 0.000203883 0.000303656 0.000265639 -0.000623798 -0.000691289 0.000409197 0.000520072 -0.000525914 -0.000586959
internal_weight=0 0.205092 0.0665061 0.0629642 0.0492418 0.0460237 0.037426 0.138586 0.130672 0.126002 0.123412 0.0139291 0.0101103 0.109483 0.100579 0.0803219 0.0202572 0.0181788 0.0766073 0.0687998 0.0500629 0.0345099 0.0316166 0.00890345 0.0452702 0.0428931 0.0288928 0.0262423 0.032355 0.031239
internal_count=3121 3032 518 433 382 304 273 2514 2298 2065 2051 131 105 1920 1834 1590 244 238 1581 1365 1269 267 261 86 1223 1178 240 233 971 966
is_linear=0
shrinkage=0.00126831


Tree=772
num_leaves=31
num_cat=0
split_feature=453 4 41 14 48 159 159 483 14 48 151 48 51 151 160 129 1374 403 156 376 39 13 2 52 457 52 133 49 4 4
split_gain=0.000589165 0.000789538 0.000881399 0.000763085 0.00072832 0.000703205 0.000709455 0.000834798 0.000770012 0.00102502 0.00110932 0.000875661 0.00128008 0.000910771 0.000840045 0.000791144 0.000824828 0.000858373 0.000844082 0.000809648 0.000687597 0.000665961 0.00109436 0.000937669 0.000786064 0.000727765 0.000793828 0.000721102 0.000584653 0.000773
threshold=0.10218000000000001 0.27287000000000006 0.078475000000000017 -0.46885499999999997 0.11376500000000002 0.10519500000000001 0.087225000000000011 0.088070000000000009 -0.10708499999999999 0.093265000000000015 -0.086944999999999981 0.12737000000000001 0.12808000000000003 -0.086029999999999981 -0.23269999999999999 0.08326500000000002 -0.094929999999999987 -1.0000000180025095e-35 0.084085000000000007 0.11430500000000002 0.091820000000000013 -0.084034999999999985 0.091185000000000002 0.10611000000000001 0.087995000000000004 0.11434500000000002 -1.0000000180025095e-35 -0.080089999999999981 -0.084134999999999988 0.04735000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -3 -5 6 7 8 -1 10 -10 13 -13 -11 -12 16 -16 -18 19 20 21 25 24 27 28 26 -19 -24 -23 -30
right_child=-2 3 -4 4 -6 -7 -8 -9 9 11 14 12 -14 -15 15 -17 17 18 -20 -21 -22 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0032918039841202764 -0.0030002063498735317 -0.0010784311371431006 -0.0031337966445946362 0.0027147591229291484 -0.00025974054525598674 -0.0026030432743075131 0.0019057326224614967 -0.003257584435861007 0.0022591674939439628 -0.00071807406179965781 -0.0040441301430079006 -0.004045554011814557 0.00157190890642426 0.0032248846802022369 -0.002757319761889004 -0.003739636645959955 -0.0024194383512151992 -0.00066224786080195373 -0.0028793478974706885 -0.0027644342840329392 0.0028879777182732698 0.0020968845861054756 0.00042434903093100491 0.0018351453062110537 0.0040224185051310453 -0.001710429068629547 0.0026191210906539412 -0.0032336599661586252 -0.0022626457741040601 0.00067486230981268791
leaf_weight=0.0011489435084968127 0.0010829231311504364 0.001912289375916032 0.0015936911742215889 0.0045272245495482366 0.001915462382868327 0.0017470992327828219 0.0030228639463594211 0.0013427649661368326 0.0027114108245669391 0.0012469461215047772 0.0010192409894509416 0.0010371084769005279 0.0018401756875050523 0.0041319352129285392 0.0019390624434265638 0.0010681773289089582 0.002281465032326401 0.0016031479595852716 0.0014160659299875525 0.0013164445265374516 0.0018120790526836563 0.0021312255738017314 0.0011680873502655231 0.0010822492563917763 0.0010154343037811495 0.0011313430820436565 0.0048597724663368364 0.0035871029187077843 0.0022442960784801085 0.0042170437206578981
leaf_count=30 18 44 101 264 33 169 147 202 119 26 185 17 34 109 19 149 548 98 180 8 20 68 14 39 7 17 116 141 167 32
internal_value=0 8.27832e-06 -0.000171584 0.00116464 0.00183042 -8.10105e-05 6.45938e-06 -0.000114788 -2.30655e-05 6.0653e-05 -0.000229639 0.00134766 -0.000452889 0.00231082 -0.000428746 -0.00031665 -0.000201687 -3.57606e-05 0.000161391 0.000325937 0.00048964 0.00030101 -0.00018105 -0.00156194 0.000657922 0.00128144 0.00180517 -0.00233509 0.000260319 -0.000345458
internal_weight=0 0.0620702 0.0537152 0.00835498 0.00644269 0.0521215 0.0503744 0.0473515 0.0460088 0.0448598 0.0366036 0.00825617 0.00287728 0.00537888 0.0338922 0.032873 0.0318048 0.0298658 0.0275843 0.0261682 0.0248518 0.0230397 0.0154454 0.00583744 0.009608 0.00759426 0.00646292 0.00475519 0.00859257 0.00646134
internal_count=3121 3103 2762 341 297 2661 2492 2345 2143 2113 1927 186 51 135 1808 1623 1474 1455 907 727 719 699 468 194 274 231 214 155 267 199
is_linear=0
shrinkage=0.00404364


Tree=773
num_leaves=31
num_cat=0
split_feature=123 375 39 1456 4 453 128 15 1 150 16 160 158 16 42 1 401 148 16 4 52 14 1374 0 42 0 3 52 133 1
split_gain=0.00531948 0.00525647 0.00513623 0.00359563 0.00437833 0.00676961 0.00468899 0.00452953 0.00382633 0.0037672 0.00421914 0.00427115 0.00401653 0.00366782 0.0043275 0.00369274 0.0032664 0.00291302 0.00396693 0.00488611 0.00411412 0.00361818 0.00373579 0.0038214 0.00455617 0.00531037 0.00347201 0.00346686 0.00298479 0.00376092
threshold=1.0000000180025095e-35 -1.0000000180025095e-35 0.16946000000000003 1.0000000180025095e-35 0.24564500000000003 1.0000000180025095e-35 0.086435000000000012 -0.12563999999999997 0.122185 -0.22665999999999997 0.51524500000000006 -0.091944999999999985 0.089460000000000012 -0.54165499999999989 0.090835000000000013 0.111945 0.082755000000000009 0.085390000000000008 0.41553500000000004 -0.51843499999999987 -0.24164999999999998 0.076175000000000007 -0.094929999999999987 -0.11013499999999998 0.091735000000000025 -0.077999999999999986 -0.084074999999999997 0.11434500000000002 0.083950000000000011 0.095285000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 8 7 -1 13 -9 11 16 17 -6 15 -15 -11 18 19 -13 -21 22 -22 -24 25 26 -25 -27 29 -28
right_child=1 -3 -4 -5 5 -7 -8 9 -10 10 -12 12 -14 14 -16 -17 -18 -19 -20 20 21 -23 23 24 -26 27 28 -29 -30 -31
leaf_value=-0.0011164249762522179 -0.0012693057639137531 0.00069719424738562798 0.0012698536819407708 -0.0012686017894969514 0.0011302157826529058 -0.0012689653491034286 -0.0012689498261134731 0.00096440628113258304 0.0012686746083218853 -0.001187076788345703 -0.0012688568676744434 -0.0012475707509391073 -0.0011509747341548655 -7.6870135302795932e-05 -0.00093586588523042946 0.0010394117707328854 0.0011089226415359459 -0.0012690397951162079 0.00093304502596905077 -0.00094525515701314401 -0.00063415368052909828 -0.0012689570136822028 0.00063460155502387402 -0.0012684841468496963 -0.0011484506424672223 0.00069530591075161682 -0.00084029475755600859 -0.00033452661404458924 0.00063266695348919173 0.00071237597628937249
leaf_weight=0.007695391133438533 0.0024207037749874863 0.022604248363563784 0.0042449997596349922 0.0044394629535560162 0.0059028643916008107 0.0043331094730092437 0.0064891776266406955 0.0049952035169553701 0.0067752575462804989 0.0086206447863759195 0.0052784152913432072 0.0050769296831276725 0.0051123331163296362 0.01445713123712267 0.0058845173093686745 0.007112292749752668 0.0011270410260522121 0.0028543896996779941 0.0073010242750939361 0.006569680598715876 0.0091790524849102439 0.0030474118711936162 0.025007870347053526 0.0048054371241619117 0.0047388209831211716 0.02556831658557715 0.0092982054122501268 0.0066198672884070211 0.0065439330920185048 0.0034371644628663498
leaf_count=120 5 260 23 269 44 15 184 11 109 272 111 26 98 65 26 32 11 20 31 150 46 32 98 313 259 139 260 32 52 8
internal_value=0 0.000506972 -0.000111255 -0.000139405 -0.000114811 0.0002371 -0.000212998 -0.000168176 0.000399712 -0.000117914 -0.00015648 -0.000112957 -4.99782e-05 0.000223213 2.81985e-05 0.000291212 -0.00092161 -3.09149e-06 2.77422e-05 -3.24041e-05 2.64545e-05 9.14324e-05 0.00013498 0.000217053 4.5906e-05 0.000146484 -0.000303934 0.000483509 -6.35163e-05 -0.000421243
internal_weight=0 0.025025 0.212516 0.208271 0.203831 0.0444652 0.159366 0.152877 0.0401321 0.145182 0.140187 0.134908 0.12516 0.0333568 0.0274539 0.0215694 0.00974769 0.120048 0.117194 0.109893 0.104816 0.0982461 0.0951987 0.0860196 0.0610117 0.0562729 0.0240847 0.0321882 0.0192793 0.0127354
internal_count=3121 265 2856 2833 2564 291 2273 2089 276 1969 1958 1847 1564 167 123 97 283 1466 1446 1415 1389 1239 1207 1161 1063 804 633 171 320 268
is_linear=0
shrinkage=0.00126831


Tree=774
num_leaves=31
num_cat=0
split_feature=123 2 1456 1365 4 128 47 41 15 1 13 12 124 150 158 3 4 160 13 11 2 3 2 3 2 0 150 403 15 1
split_gain=0.000610216 0.00125168 0.000944363 0.000817588 0.000982901 0.00116199 0.00103399 0.00100819 0.000986764 0.000825469 0.000988715 0.00103706 0.000767128 0.000792653 0.000992166 0.000817942 0.00114662 0.00114496 0.000837435 0.00107067 0.000740641 0.00067834 0.00085549 0.00116592 0.000725891 0.00101112 0.00109404 0.000880381 0.000835707 0.000706291
threshold=1.0000000180025095e-35 0.094835000000000017 1.0000000180025095e-35 1.0000000180025095e-35 0.24564500000000003 0.086435000000000012 0.12431000000000002 0.078475000000000017 -0.14147499999999996 0.12000500000000001 -1.0000000180025095e-35 0.092465000000000006 0.14970500000000003 -0.22665999999999997 0.089030000000000012 -0.12018999999999998 -0.49405499999999997 -0.091944999999999985 0.14871000000000004 0.079915000000000014 0.11093500000000002 0.14121000000000003 0.11411 0.11296500000000002 0.092365000000000017 -0.23091999999999999 0.088040000000000021 -1.0000000180025095e-35 0.088345000000000021 0.093575000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 7 9 8 -1 10 11 -6 13 -10 15 18 -17 -18 19 -15 -12 22 23 24 25 -19 27 -27 -29 -26
right_child=1 -3 -4 -5 6 -7 -8 -9 12 -11 20 -13 -14 14 -16 16 17 21 -20 -21 -22 -23 -24 -25 29 26 -28 28 -30 -31
leaf_value=-0.0029779592754171167 -0.0012401788110871304 0.002230173900913015 -0.0035204808506812055 -0.0028609711275343814 0.0017764185048297007 -0.0035206136814072923 -0.0019709101688603868 -0.0033369597846566157 0.00261285196798488 0.0035204948675392018 0.0033588977255933983 -0.0021368650003719698 0.0029184932582940037 0.0031680411577811817 -0.0033471796716259142 -0.0034830157507477165 -0.0031582156023757433 0.0035171259564820124 -0.00039863650801811652 -0.00098192638884514113 0.0005074024386774223 0.0014540827505426497 -0.0022965169468015388 0.0032377550873355365 -0.0025870042248381576 -0.00269104678952036 -0.0026928398508694155 -5.3053443793642828e-05 0.0020508275932918274 0.00062108711189413001
leaf_weight=0.0013918870387819018 0.0019471484355548787 0.0038040640803274073 0.0010107051795533719 0.0012861451106580537 0.00140081464334685 0.0013141551499704631 0.0013521737423616296 0.0012015323746084041 0.0013407301075858405 0.0017284168443687528 0.0022463953688145449 0.0020931829891424059 0.001113299659209587 0.002969005752447621 0.0011596139787446438 0.0013365705462717791 0.0014777538148695859 0.001031967266214893 0.0028737912293337331 0.0010403193866963534 0.0022687865147190678 0.0035629564070944744 0.0021766293439000597 0.0013100166788717607 0.0026348697571272331 0.0011236757015229424 0.0017551084918174817 0.0077972203075660496 0.0033426810396868234 0.0012557015388665604
leaf_count=97 111 154 269 48 44 184 16 77 11 123 42 28 12 36 145 56 210 7 33 81 33 65 100 8 216 380 101 303 109 22
internal_value=0 0.00105524 -0.000148266 -8.69495e-05 -2.12433e-05 -0.000261182 0.00091364 -0.000158942 -6.51071e-05 0.00131419 0.000838061 -0.00056795 3.80523e-05 -4.59202e-05 -0.000142661 -3.85371e-05 -0.000299049 -0.000144123 0.00105168 0.00209123 0.00192608 2.7249e-05 -0.000199422 2.59765e-05 -0.000196157 0.000154217 -9.33395e-05 0.000278689 0.000578245 -0.00155158
internal_weight=0 0.00575121 0.0565961 0.0555854 0.0542993 0.0432095 0.0110898 0.0418953 0.0406938 0.0097376 0.00800918 0.003494 0.0393019 0.0381886 0.0368479 0.0356883 0.0288052 0.0274686 0.00688312 0.00400933 0.00451518 0.0259908 0.0224279 0.0202512 0.0189412 0.0150507 0.0140187 0.0122636 0.0111399 0.00389057
internal_count=3121 265 2856 2587 2539 2253 286 2069 1992 270 147 72 1895 1883 1872 1727 1577 1521 150 117 75 1311 1246 1146 1138 900 893 792 412 238
is_linear=0
shrinkage=0.00352023


Tree=775
num_leaves=31
num_cat=0
split_feature=9 39 47 1 42 42 0 0 151 13 47 16 1 51 0 0 49 1374 148 51 48 13 159 4 52 52 124 474 52 39
split_gain=0.00290631 0.00280037 0.00254741 0.00353548 0.00280175 0.00262533 0.00373256 0.00345897 0.00328416 0.00423856 0.00269239 0.0032068 0.00304167 0.00261935 0.00256646 0.0038698 0.00319902 0.00317788 0.00249807 0.00217097 0.00224112 0.00211927 0.00211658 0.00241111 0.00400978 0.00249186 0.00207946 0.00225616 0.00187517 0.00213081
threshold=-0.036024999999999995 0.16946000000000003 0.13148500000000005 0.10781 -0.095859999999999987 0.091735000000000025 -0.077999999999999986 -0.082974999999999979 -0.08236499999999998 0.41383500000000001 0.086380000000000012 -0.54165499999999989 0.093575000000000019 0.123935 -0.084269999999999984 -0.098289999999999975 -0.086009999999999989 -0.094929999999999987 -0.07990499999999999 -0.43017499999999992 0.12737000000000001 0.25761500000000009 0.092630000000000018 -0.49013999999999996 0.10347000000000002 0.11434500000000002 -0.088544999999999985 -1.0000000180025095e-35 0.34769500000000003 -0.074319999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 10 -7 -10 12 -12 14 18 15 16 -6 -18 -5 -20 21 26 23 24 -8 -25 -21 -28 29 -29
right_child=1 -3 -4 13 5 8 22 -9 9 -11 11 -13 -14 -15 -16 -17 17 -19 19 20 -22 -23 -24 25 -26 -27 27 28 -30 -31
leaf_value=0.0011724927326499366 -0.00097460670223057364 0.0011725609638064041 -0.00064758369219137092 -0.00097085645229414569 -0.0011721783192006811 0.00083346323247806544 -0.0011721808460382897 -0.0011718536761761388 -0.0011476712491290599 0.00117316393612298 0.00082084147922697472 -0.0011721143982619435 0.00059197492266663634 -0.00042417481082022247 0.0006536205615647637 -0.001171871497131321 -0.0011722975235622867 0.00022879205533682815 -0.0011719741735198885 -0.00066090803116873739 -0.00077537197861976049 -0.00044042280562709985 -0.00050511419320259355 0.0007171086920396497 0.00081762980305831792 -0.00044664019491808145 -0.00049502318119405242 -0.00048097225323109964 -0.00036004926443369936 0.0010227937226685454
leaf_weight=0.0026907906153894592 0.0053726807991480987 0.0025095207916479003 0.0099916541579716522 0.0017844355970737516 0.0033047059985733531 0.0018229005630701076 0.003134767737577703 0.0047820410561243412 0.0091076838400070415 0.0012257996713742622 0.0013683486904483289 0.0058366822095905482 0.0088734894020490174 0.0066098514043915193 0.0044667187081373133 0.0056593993787501509 0.0025154059330816372 0.019091575269698062 0.0010929691178489511 0.0015132054406876696 0.0017680526379990616 0.0025526000172249033 0.0040990328072609819 0.019639220682776681 0.0024987455315113039 0.0028990172314848897 0.0018537550572546016 0.0013763901250740665 0.0016522047276339427 0.021535674144729455
leaf_count=89 215 23 60 7 30 19 102 320 460 1 4 138 82 38 93 539 8 186 26 9 16 16 48 203 11 45 16 10 13 294
internal_value=0 -5.54528e-05 -7.50282e-05 -3.62267e-05 -0.000150247 -0.000106101 -3.57199e-05 -0.000218899 -0.000616568 -0.000872364 -0.000129748 -0.000793621 -2.08187e-05 0.000252514 -0.000176012 -0.000297228 -9.85284e-05 6.56823e-05 0.000379838 0.00045212 0.000507158 0.000581545 0.000281576 0.000396041 -0.0002896 0.00056742 0.000674941 0.000751457 0.000845524 0.000932458
internal_weight=0 0.159939 0.157429 0.147437 0.105698 0.100326 0.0881692 0.0558984 0.0121564 0.0103335 0.0511163 0.00720503 0.0439113 0.0417391 0.0350378 0.0305711 0.0249117 0.021607 0.0351293 0.0333449 0.0322519 0.0304838 0.0322708 0.0281718 0.00563351 0.0225382 0.0279312 0.026418 0.0245643 0.0229121
internal_count=3121 3032 3009 2949 2504 2289 1809 1400 480 461 1080 142 938 445 856 763 224 194 407 400 374 358 409 361 113 248 342 333 317 304
is_linear=0
shrinkage=0.00117172


Tree=776
num_leaves=31
num_cat=0
split_feature=484 150 4 151 474 11 1213 403 31 39 42 43 2 15 1 2 42 3 13 448 12 2 43 0 160 1212 0 51 47 0
split_gain=0.00358003 0.00503138 0.00380946 0.00435203 0.00359682 0.0033799 0.00318733 0.00297083 0.00273722 0.00261909 0.0030596 0.00381809 0.00303869 0.0044065 0.00435235 0.00404851 0.00289549 0.00435522 0.00312971 0.0031676 0.00475908 0.00286062 0.00406578 0.0056593 0.00468847 0.00321426 0.00261276 0.00241199 0.00232626 0.00220666
threshold=-0.0068949999999999992 0.097210000000000005 0.27834500000000006 -0.27559499999999998 -1.0000000180025095e-35 0.081790000000000015 -0.082704999999999987 -0.092474999999999988 -1.0000000180025095e-35 0.16946000000000003 -0.11466499999999999 -0.16318499999999997 0.089885000000000007 -0.074054999999999996 0.085110000000000005 0.090675000000000019 0.091625000000000012 -0.10831999999999999 -0.28558999999999996 -0.013069999999999998 -1.0000000180025095e-35 0.084245000000000014 -0.074359999999999996 -0.13455999999999999 -0.082869999999999985 -0.47073499999999996 -0.15931499999999996 0.11144500000000002 0.096475000000000019 -0.23051499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 6 -2 -8 -9 10 -10 -12 21 14 -14 -15 17 -17 -19 -20 -21 22 24 -24 -13 -25 -16 28 -6 -23
right_child=2 -3 3 4 27 -7 7 8 9 -11 11 12 13 15 26 16 -18 18 19 20 -22 29 23 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0010374255782243723 -0.0013197447165858192 0.00097532889169430446 -0.0012639824043478574 -0.0013215197891393591 0.0012932324730089116 -0.0011991659938366535 -0.00096309746187465929 0.0013204240524944512 -0.00094295102519115139 0.0013207413553738851 0.00059740560768903089 -0.001320001187974268 -0.00095762794540904896 0.0011007752931339043 0.00037824210367284384 0.00083751219657117752 -0.001136986090606676 0.00030191312743186541 0.00069754527778973516 0.00065255325517717165 -0.0010567561155451165 0.0006017743581944303 0.00074812441884732105 0.00092530945691167226 0.0008058473381599775 -0.0010960891020043619 0.0013044020595610168 -0.00048229373481694792 0.00033835976456325314 -0.0011104289275081667
leaf_weight=0.011712782772391961 0.0032420818097520501 0.0026521768203338078 0.0022369872731360365 0.0014870229642838231 0.012417132257695584 0.0043876412303802672 0.0053566676086731482 0.0028388955695959331 0.0058910195212860108 0.0026153239136874609 0.017849708523044683 0.0021723534887883042 0.0028998133871027667 0.0043213254419356409 0.012768293234330486 0.0069422467745425811 0.0054617956208744536 0.010070991012867125 0.0029490644329825946 0.0034156661586166584 0.016717375994375061 0.0015041892011140598 0.0047987410985115197 0.0015212833823170522 0.010723835328178666 0.013747545200601514 0.0090720844599445627 0.0022839025905341251 0.0069171287632343583 0.01018484229708605
leaf_count=487 278 16 15 1 265 116 303 47 100 14 57 57 132 18 22 29 108 44 19 10 167 10 19 2 100 210 91 11 31 342
internal_value=0 -0.000665814 1.77914e-05 0.000493429 0.000663577 -5.68663e-05 -2.4956e-05 2.33391e-06 3.71667e-05 1.21506e-05 -1.17802e-05 2.82249e-05 -5.69565e-05 0.000105974 0.000561281 -0.000119863 -0.000235647 -0.000112866 -0.000311875 -0.000579678 -0.000766764 -0.000329227 -0.000130342 -0.000501846 0.00044775 -0.000894691 0.000762952 0.000800124 0.000951612 -0.000890096
internal_weight=0 0.014365 0.186795 0.0253422 0.0231052 0.161453 0.157065 0.153823 0.148466 0.145627 0.143012 0.137121 0.119271 0.0746187 0.0247402 0.0498785 0.0455571 0.0400953 0.0331531 0.0230821 0.020133 0.0446528 0.0329638 0.0200676 0.0128962 0.0152688 0.0218404 0.0216182 0.0193343 0.011689
internal_count=3121 503 2618 323 308 2295 2179 1901 1598 1551 1537 1437 1380 640 245 395 377 269 240 196 177 740 388 231 157 212 113 307 296 352
is_linear=0
shrinkage=0.00131955


Tree=777
num_leaves=31
num_cat=0
split_feature=1 0 3 12 124 480 15 2 474 4 1374 11 3 15 47 0 1374 1 43 1 42 4 156 3 16 13 1 1 16 13
split_gain=0.000601146 0.00137209 0.000901905 0.000771438 0.00111745 0.000793227 0.000690537 0.00069621 0.000665623 0.000792184 0.000770851 0.000746926 0.00135531 0.00139391 0.000788453 0.00107419 0.00110041 0.00073915 0.000614714 0.00061489 0.000585971 0.000755455 0.000578519 0.000569257 0.000567204 0.000533326 0.000798821 0.000508043 0.00078265 0.00042701
threshold=1.0000000180025095e-35 -0.059114999999999994 -0.084074999999999997 -0.069644999999999985 -0.087894999999999987 0.084710000000000021 0.083935000000000023 0.091545000000000015 -1.0000000180025095e-35 0.50500500000000004 0.093750000000000014 0.081790000000000015 -0.10519499999999998 0.024640000000000006 0.092530000000000015 -0.084144999999999984 -0.094929999999999987 0.10587000000000001 -0.14968999999999996 0.10557500000000002 0.092620000000000022 -0.49405499999999997 0.078780000000000003 0.048265000000000009 -0.39185999999999993 -0.061684999999999997 0.14089500000000002 0.094090000000000021 -0.087989999999999985 0.090705000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 8 23 -8 -5 10 11 12 13 -10 15 16 -14 -16 -17 -20 21 -3 27 -4 -13 -19 -27 28 -18 -23
right_child=3 20 6 5 -6 -7 7 -9 9 -11 -12 24 14 -15 17 18 22 25 19 -21 -22 29 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0034514312462501067 -0.00075769748068688103 -0.001276316967546436 -0.0034513429431580131 -0.0024892897013637201 0.0025458246544421805 -0.0026968037199576298 0.0018033615070722762 -0.0017836303684200206 0.0030632476503910122 0.0029460117125679362 -0.0028585940935917987 0.00015292383193323569 -0.00090883596439650838 -0.001457453848241177 -0.0034515181050267293 0.0011332140182987187 0.001916317254388123 0.0012282039411129777 -0.003216481530624116 5.6050449423437769e-05 -0.0014503047388320677 0.00057469989585902511 -0.00049452569023877683 -0.00021550039942115341 -0.0028667376317864936 -0.0022879651537651394 0.0006051175690350957 0.0024902254464246394 -0.00088433575893667846 0.0024379696591977839
leaf_weight=0.0023503977642032039 0.0018631007709579706 0.0018982878961892888 0.0015809189196422935 0.0011446564816779406 0.0035310125961878205 0.0012465595916069097 0.0015939795692796466 0.0010819735062996827 0.0036249051226491169 0.0011957842235119634 0.0010255234603278032 0.0013771422942454592 0.0033551491459320468 0.0010470451932320657 0.0011575337509945874 0.0010039902566063566 0.0033352345453749876 0.0016595068508422628 0.0018346240497120331 0.0010902717475289592 0.001961498389247752 0.0044064961865473143 0.001746166787263804 0.0010968144124490209 0.0016037085583846524 0.0026590688537737606 0.001985621409403393 0.0046439363560750735 0.0018464344380149031 0.002194564227409046
leaf_count=636 41 20 469 79 249 84 186 138 65 66 22 29 23 54 70 20 45 34 263 53 73 56 43 11 77 42 10 96 44 23
internal_value=0 -0.000564005 -0.00166927 0.000182312 0.0014048 1.14008e-05 -0.000886861 0.000353026 0.000101821 0.000183771 8.93874e-05 0.000178383 0.0003371 0.0020501 3.30045e-05 0.000408784 0.000831393 -0.000916591 -0.00119682 -0.00199663 0.00024999 0.000642388 0.00133596 -0.00212592 -0.00147166 -0.000451145 -0.00105116 0.00166127 0.000918333 0.00119416
internal_weight=0 0.0181649 0.00770408 0.043977 0.00539411 0.0385829 0.00535369 0.00267595 0.0373363 0.0361916 0.0349959 0.0339703 0.0309895 0.00467195 0.0263175 0.0188558 0.0149269 0.00746173 0.00392889 0.0029249 0.0104608 0.00849935 0.0115718 0.00267773 0.00298085 0.0063042 0.00464469 0.00982561 0.00518167 0.00660106
internal_count=3121 1612 1440 1509 290 1219 804 324 1135 1056 990 968 862 119 743 587 251 156 336 316 172 99 228 480 106 86 52 185 89 79
is_linear=0
shrinkage=0.00345121


Tree=778
num_leaves=31
num_cat=0
split_feature=133 52 1 1374 42 1447 43 52 3 133 15 16 159 2 15 133 47 48 15 14 4 150 2 47 13 3 151 52 3 12
split_gain=0.000590597 0.000694979 0.000636691 0.000972404 0.000889419 0.000795946 0.000745673 0.00113567 0.0011993 0.000915792 0.000947203 0.00100307 0.000676819 0.000662618 0.000803256 0.00144629 0.000653833 0.00101239 0.00128784 0.00105211 0.00101859 0.000908311 0.000777886 0.00108442 0.000704739 0.000537817 0.000494089 0.000386823 0.00057956 0.000364819
threshold=-0.25159999999999993 -0.51296999999999993 0.094385000000000011 -0.094929999999999987 -0.095859999999999987 -1.0000000180025095e-35 -0.17390999999999998 0.11434500000000002 0.090900000000000009 0.099660000000000012 -0.0063699999999999989 -0.092124999999999985 0.091005000000000016 0.073895000000000002 0.079055000000000014 0.083950000000000011 0.093140000000000014 0.12879500000000002 0.035560000000000008 -0.46885499999999997 0.04735000000000001 -1.0000000180025095e-35 1.0000000180025095e-35 0.10783500000000001 -0.42195999999999995 -0.075944999999999985 -0.019324999999999998 0.11008000000000001 -0.089819999999999983 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 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -4 27 8 9 10 11 26 13 -12 -15 -16 17 18 19 -7 -20 -18 23 -23 -21 -25 -8 28 -6 -26
right_child=1 2 5 4 6 16 7 -9 -10 -11 12 -13 -14 14 15 -17 21 -19 20 24 -22 22 -24 25 29 -27 -28 -29 -30 -31
leaf_value=-0.0021929383146478917 -0.0027711157683143013 -0.0036632320919745211 -0.0023458990856791719 -0.0031693261884352193 -0.00073294437738635656 -0.001002970554271755 0.0019836073951393697 -0.0032987334512281632 0.001594177024750839 -0.0036631584750179609 -0.0013411831610630302 -0.0029724636289767637 -0.0022679025068313248 0.0022901157008273676 -0.0021652004558784187 0.0028260287744163006 -0.002822551641810628 -0.0012416053462131625 -0.003402209928021135 -0.00029939879346387618 0.00096382774171502534 -0.0034971409621282548 0.0019907980529046418 -0.0012678041372917968 0.0030688134873155535 0.0013546900687104585 -0.0015074828181703777 0.0029868296416450811 0.0027757614178499693 0.0012790156870837023
leaf_weight=0.0016560145212229918 0.0011683238860182845 0.0011081235232879285 0.001280407179315545 0.0012617456747889824 0.0016543521377343495 0.0014338253967451928 0.0011346694785387967 0.001558922332732581 0.004597513792504059 0.0011575469880482627 0.0017142375372607467 0.0029230654862191204 0.0011592358230787534 0.0039960153804781129 0.0019416730018724238 0.0013001646431476388 0.0014481888422324127 0.0022578054555424379 0.0011789850670709265 0.0011960133541713 0.001828143005255356 0.0012183867154433869 0.002579711320791489 0.0016535236213997004 0.007217089442072222 0.0028687821935591265 0.0010442193560642465 0.0013919549417096277 0.0010212814370333936 0.0019377669223530347
leaf_count=187 225 38 44 179 50 38 18 267 55 248 123 348 48 54 359 11 21 24 80 57 23 28 55 23 299 32 80 16 12 79
internal_value=0 2.51247e-05 8.23753e-05 -0.00029866 -0.000164819 0.000475155 -2.2275e-05 -0.000282867 -5.86479e-05 -0.00052282 -0.000283878 -0.0015704 0.000365272 0.000706251 0.00119117 -0.000163428 0.000609843 0.0010427 0.00139138 0.00193727 -0.000747936 -0.000145651 0.000320271 -0.000430419 0.00234456 0.000395808 0.000310523 0.00142094 0.000606318 0.00268998
internal_weight=0 0.0582317 0.0570634 0.0289647 0.0278566 0.0280986 0.0265949 0.0225273 0.0209683 0.0163708 0.0152133 0.00510195 0.0101113 0.00895209 0.00723785 0.00324184 0.0268182 0.0170496 0.0147918 0.0117847 0.00300713 0.00976859 0.0083204 0.00574069 0.0103509 0.00452231 0.00217889 0.00406759 0.00267563 0.00915486
internal_count=3121 2934 2709 1906 1868 803 1689 1611 1344 1289 1041 446 595 547 424 370 759 600 576 473 103 159 138 83 435 55 98 78 62 378
is_linear=0
shrinkage=0.00366245


Tree=779
num_leaves=31
num_cat=0
split_feature=31 2 123 1447 453 39 52 3 0 15 16 16 52 16 457 13 13 43 15 0 1 51 4 12 43 3 15 49 49 1212
split_gain=0.00199895 0.00200656 0.00226863 0.0018392 0.0017798 0.00171034 0.00182946 0.00179834 0.00197113 0.00186159 0.00247336 0.0022877 0.00195009 0.00193067 0.00181956 0.00170219 0.00173396 0.00171622 0.00157335 0.00170664 0.00244412 0.00149471 0.00141983 0.00151784 0.00142824 0.00140527 0.0021686 0.0013885 0.00121032 0.00120653
threshold=-1.0000000180025095e-35 0.099185000000000009 0.08592000000000001 -1.0000000180025095e-35 0.10564500000000002 0.16946000000000003 -0.12005499999999998 0.090900000000000009 -0.060129999999999996 -0.11713499999999999 -0.15241499999999997 -0.29154999999999992 -0.099454999999999974 -0.51370499999999997 0.082380000000000009 -0.53104499999999988 -0.47860499999999995 0.13895500000000002 -0.074054999999999996 0.056435000000000006 0.10124500000000002 -0.42597499999999994 -0.27825499999999997 0.091625000000000012 -0.091274999999999981 0.12178000000000001 0.035560000000000008 0.27293500000000009 -0.006494999999999999 -0.47386499999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 -3 15 6 21 8 9 -8 11 13 -12 -11 28 -5 -17 18 27 20 -20 -2 24 -24 -10 26 -22 -18 -9 -14
right_child=1 2 -4 4 -6 -7 7 14 22 10 12 -13 29 -15 -16 16 17 -19 19 -21 25 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012440382525850961 0.00029874540601544219 -0.0012436798121713475 0.0010055429059380935 -0.00087988804878601917 -0.0012048378477524237 0.0012442681018107621 -0.0011840922203053136 -0.00092321603045268544 0.00030848139201751496 0.00045564630068847312 0.00095428467385912379 0.00083283727472676392 0.00070088033517828245 -0.0012436770695942049 0.00096036756098480359 0.0012439857504915489 0.00066970419614304389 -0.00081481690519975738 -0.0012372365308628561 0.00055322258960614171 0.0011758684718743918 -0.0010720814043399052 0.0012315918952939217 6.0106586012839983e-05 -0.001063883991241724 -0.00040290787930286938 -0.00053314354357554561 -0.00071594725349490669 0.00029196710143972095 -0.00065636103080662185
leaf_weight=0.001891381108521272 0.0015491838611580988 0.0016024918854000694 0.0043489980951676435 0.0022816680202595299 0.0015254546383403058 0.0012705393503438236 0.0039728991346770206 0.0019069132104050368 0.0025582664933381238 0.0020114186445709947 0.001343598109670551 0.0049885448907644979 0.0010651213980139565 0.002126715912737609 0.0042437409925355496 0.0024217063898959159 0.012826888071892025 0.0026061074655601138 0.0029919106845568465 0.0059471450306318721 0.0030084953023674643 0.0059658781129847674 0.0029928537239243269 0.0039895618856462534 0.0021645481436962655 0.0052730954462276713 0.0018563523917691782 0.0012248932889633588 0.0037779773946340356 0.020572453434727581
leaf_count=86 10 47 116 9 11 4 128 12 18 25 19 36 28 37 22 22 254 69 183 103 36 266 35 34 24 34 18 14 57 1364
internal_value=0 -4.4799e-05 0.000149193 6.37081e-05 0.000113634 -0.000184576 -0.000212407 -0.000137264 -0.000237313 -0.000381155 -0.000281802 0.000265835 -0.00049929 -0.000417689 0.000344267 0.000163371 0.000225755 0.000156751 0.00023318 6.14067e-07 -0.000249689 -0.000789494 0.000206072 0.000562237 -0.000320498 4.17561e-05 0.000523735 0.000548917 -0.000115648 -0.00058955
internal_weight=0 0.114415 0.0479152 0.0435662 0.0419637 0.0665002 0.0652297 0.0577146 0.047786 0.0360808 0.0321079 0.00912668 0.0229812 0.00413813 0.00992863 0.0404383 0.0381566 0.0357349 0.0331288 0.019077 0.0131299 0.00751506 0.0117052 0.00698242 0.00472281 0.0101379 0.00486485 0.0140518 0.00568489 0.0216376
internal_count=3121 3035 916 800 753 2119 2115 1839 1748 1637 1509 98 1411 62 91 742 733 711 642 374 271 276 111 69 42 88 54 268 69 1392
is_linear=0
shrinkage=0.00124344


Tree=780
num_leaves=31
num_cat=0
split_feature=12 43 42 50 4 15 1213 1 42 474 42 402 43 4 3 15 3 150 1374 457 151 48 160 1375 484 15 13 43 133 0
split_gain=0.00273413 0.00379661 0.00242415 0.00254625 0.0024756 0.00255837 0.00219625 0.00196604 0.00253858 0.00243085 0.00245367 0.00229238 0.00195493 0.00195142 0.00191158 0.00198637 0.00261938 0.00315098 0.00302833 0.00236271 0.00175408 0.00178749 0.00187128 0.00174533 0.00218254 0.00173115 0.00165738 0.00166148 0.00354345 0.00161461
threshold=0.051320000000000005 -0.04890499999999999 -0.11051499999999999 0.10647500000000001 0.40473500000000007 -0.12255999999999999 -0.082704999999999987 0.11588000000000001 0.091735000000000025 0.085500000000000007 -1.0000000180025095e-35 -0.50169499999999989 -0.40263499999999991 0.09173000000000002 0.20828500000000003 0.024640000000000006 0.12178000000000001 0.11740500000000002 -0.094929999999999987 0.088350000000000026 -0.089594999999999994 0.083685000000000009 -0.089744999999999978 1.0000000180025095e-35 -0.0068949999999999992 -0.074054999999999996 -0.53104499999999988 0.13895500000000002 0.084415000000000018 -0.13027499999999997
decision_type=2 2 2 2 2 2 2 2 2 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 -2 4 5 -4 -7 8 9 10 11 -8 -1 -9 15 16 17 18 -3 23 -12 22 -22 24 -20 -18 -24 28 -28 -26
right_child=2 14 3 -5 -6 6 7 13 -10 -11 20 -13 -14 -15 -16 -17 25 -19 19 -21 21 -23 26 -25 29 -27 27 -29 -30 -31
leaf_value=-0.0001087428201533883 -0.001276191929904981 -0.0013466279598446731 -0.001207560342272835 -0.0013461244967670138 0.00085620282965833674 -0.0013461399992824761 0.00060392957438708413 -0.00038900536657941146 -0.0011226888209335804 -0.0013460773700642286 -0.0009156099481154714 -0.0013461412678993025 0.00087418173344849803 0.0011373922951982405 0.00062409806834762954 -0.00097927550073983517 -6.7643888666362424e-05 0.0013467331199336339 -0.0013462951462720272 0.0013466435040197209 -0.0013461319828281205 0.00092549027282183961 -0.0013467499056008122 -0.0011104520411815385 0.00058196141767504373 -0.0011325757466469429 0.00037155246783885992 0.0011489121804840136 -0.0013462313401473409 -0.00012092934732601343
leaf_weight=0.0047935578024294037 0.0037516267771131586 0.0027522033851710139 0.0040730703771316703 0.0031413431380045145 0.0045104375702749158 0.0024503527580641551 0.0015210119467496952 0.002272562322787052 0.0043422418082990069 0.0024237297694327245 0.0024292429910133242 0.003872053422256271 0.015577682633576728 0.0045654322179871087 0.0071082497610177589 0.0044563795764247507 0.00539583724730619 0.0035081439240229875 0.0017287168882376127 0.0026315385414363837 0.0015027946363872493 0.0060742570672189791 0.0011805401882156617 0.0023006894393802204 0.011503362473376903 0.0056723323029927997 0.015229336623733058 0.0034336550634179721 0.0025379454864165032 0.012198230636670367
leaf_count=32 142 9 123 245 62 254 18 56 334 125 62 374 260 13 125 50 30 22 31 15 114 49 2 13 59 19 207 9 111 156
internal_value=0 0.000141644 -0.000223957 -0.000163743 -0.000104238 -0.000179046 -0.00010123 -4.18652e-05 -0.000145013 -3.94208e-05 4.44043e-05 -0.000796161 0.00064289 0.000630104 -3.06775e-05 -0.00011993 -3.96308e-05 0.000133777 5.27774e-06 0.000127821 0.000184371 0.000273565 0.000107768 1.21604e-05 0.000113724 -0.000613411 0.000205389 0.000291817 0.000126178 0.000220213
internal_weight=0 0.0796269 0.0693116 0.06556 0.0624187 0.0579082 0.0538352 0.0513848 0.0445468 0.0402046 0.0377808 0.00539307 0.0203712 0.00683799 0.0592557 0.0521474 0.0476911 0.0366229 0.0331147 0.0303625 0.0323878 0.0299585 0.0238843 0.027731 0.0254303 0.0110682 0.0223815 0.0212009 0.0177673 0.0237016
internal_count=3121 821 2300 2158 1913 1851 1728 1474 1405 1071 946 392 292 69 529 404 354 305 283 274 554 492 443 259 246 49 329 327 318 215
is_linear=0
shrinkage=0.00134594


Tree=781
num_leaves=31
num_cat=0
split_feature=1 0 1425 47 52 44 1446 1 1374 16 157 4 0 0 4 48 128 50 148 47 52 52 4 40 16 42 1 47 43 3
split_gain=0.00323381 0.00288858 0.0028586 0.00341043 0.00312536 0.00339437 0.00269261 0.0025963 0.00260287 0.00320944 0.00310102 0.00286201 0.0026233 0.00246075 0.00245379 0.00236269 0.00265826 0.00241196 0.00239587 0.00226468 0.00238275 0.00265863 0.00395512 0.00218236 0.00222326 0.00310046 0.0027586 0.00239464 0.00333187 0.00215237
threshold=0.094385000000000011 -0.060129999999999996 0.08209000000000001 0.092530000000000015 -0.24456499999999998 0.087770000000000015 0.091555000000000011 1.0000000180025095e-35 -0.094929999999999987 -0.087989999999999985 -0.079594999999999985 0.076415000000000025 -0.077999999999999986 -0.077639999999999987 -0.17966999999999997 0.12879500000000002 0.086435000000000012 0.11610000000000001 -0.080634999999999984 0.085270000000000026 0.11434500000000002 0.10744000000000002 -0.49405499999999997 0.064905000000000018 -0.061854999999999993 0.10077000000000001 0.12337000000000002 0.11842500000000002 -0.04890499999999999 -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 7 3 4 -2 6 14 29 -9 -10 -11 12 -12 -14 -6 16 17 18 -16 20 21 22 -3 24 26 -26 27 28 -5 -1
right_child=2 19 -4 23 5 -7 -8 8 9 10 11 -13 13 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0012436520038065044 -0.00057474761575644357 -0.00090230207331087669 -0.0012453907798902115 0.00093019410695922139 -0.00057029014594647039 -0.0011743457691029355 -0.001139101436302129 -0.0012441027092250315 0.00051104713164638784 0.00039323349385728476 -0.0012436748708385403 0.001244137024808847 0.0012435018268983468 -0.0012435668949369882 -0.00039985321762785246 -0.00020406538204728608 -0.00048235044217278319 -0.00034490577571130851 0.0010748948245216587 0.00097821019127441685 -0.00097906050226010126 0.0012369235743594025 0.00031433137934729012 0.0008375180646024332 -0.0011597080434318887 0.0005214034828061601 0.00099017776442708594 -0.00107223708649362 -0.00050532549067119578 -0.00041653147803566166
leaf_weight=0.0070330217315088808 0.0045699357098669671 0.0057348910676466814 0.0021592358338011755 0.0042136392557949875 0.0024767963232079629 0.0017880728792079017 0.0013735915236452447 0.0029042196842965487 0.01122011460481076 0.00594197277783337 0.008178607497768553 0.001056079810950906 0.0014734931722841793 0.0010558581466000314 0.0018094024779884412 0.0039687414391664779 0.0023086339226665578 0.0022509772397256702 0.02903276712885372 0.0041534119525294946 0.0034133344382212263 0.0029484173401215221 0.014775381351014975 0.0032453623371111453 0.0068308862223034339 0.0022565812000721053 0.0035745337319781348 0.0038293512454856691 0.0061465890693170877 0.015775899943609062
leaf_count=633 79 58 43 18 27 9 13 12 127 58 229 2 3 62 20 15 30 32 470 25 42 6 117 11 77 9 32 24 34 804
internal_value=0 -0.000179315 0.000166322 0.00020458 0.000405017 0.000504497 0.000573951 -0.000351372 -0.000121925 -9.25701e-06 -0.000338968 -0.000708801 -0.000901411 0.000205294 0.00063018 0.000705702 0.000807692 0.000897687 0.000988377 0.000123698 -8.37794e-06 0.00013286 -2.58523e-05 -0.000125603 -0.000242009 -0.000742258 1.39003e-05 -0.000232036 7.8519e-05 -0.00067157
internal_weight=0 0.0856647 0.0818351 0.0796759 0.0495789 0.045009 0.0432209 0.0546393 0.0318303 0.0289261 0.017706 0.011764 0.010708 0.00252935 0.0418473 0.0393705 0.0354018 0.0330931 0.0308422 0.0310254 0.026872 0.0234587 0.0205103 0.0300969 0.0268516 0.00908747 0.0177641 0.0141896 0.0103602 0.0228089
internal_count=3121 2178 943 900 695 616 607 1930 493 481 354 296 294 65 594 567 552 522 490 248 223 181 175 205 194 86 108 76 52 1437
is_linear=0
shrinkage=0.00124344


Tree=782
num_leaves=31
num_cat=0
split_feature=31 39 4 48 474 16 51 1348 11 14 376 3 0 16 43 47 0 0 51 52 3 133 13 131 131 160 160 47 32 453
split_gain=0.0052387 0.00384409 0.00408085 0.00447584 0.00430333 0.00409011 0.00309397 0.00304906 0.00379912 0.0033001 0.00409265 0.00380569 0.00624731 0.00395843 0.0039964 0.00516008 0.00366961 0.00485425 0.00413541 0.00356243 0.00425836 0.00350546 0.00305934 0.00280089 0.00451256 0.00305921 0.00357371 0.00282891 0.00271354 0.0026653
threshold=-1.0000000180025095e-35 0.16946000000000003 0.27834500000000006 0.12933000000000003 -1.0000000180025095e-35 0.51524500000000006 0.13705500000000001 0.093335000000000015 0.081790000000000015 0.076175000000000007 0.048375000000000008 -0.12018999999999998 -0.10607499999999999 -0.36241499999999999 -0.066504999999999995 0.088195000000000009 -0.084269999999999984 -0.083914999999999976 0.12547500000000003 -0.0064899999999999992 0.090900000000000009 0.039215000000000007 -0.15078499999999997 0.10033500000000002 0.10370500000000001 0.085330000000000003 0.092865000000000017 0.14029000000000003 0.08474000000000001 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 7 28 8 9 10 11 21 13 -13 -15 19 18 -18 -14 20 -16 -2 -19 25 -25 27 -27 -24 29 -6
right_child=1 -3 3 -5 6 -7 -8 -9 -10 -11 -12 12 16 14 15 -17 17 22 -20 -21 -22 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=0.0012448801524609096 0.00057059844863376974 0.0012448822524319979 -0.0012458531043832918 -0.0012089946879708831 0.001061641190404845 -0.0010491859345721471 -0.00071068696416578029 0.0011668569255759039 -0.001243722059329941 -0.00098078407805997142 0.00066694919831882904 -0.0006344849931786726 -0.0010830791905919925 0.00093484424814914099 -0.0007458816239431865 -0.0010726512413189032 0.00098769989493271418 0.00020286027784587472 0.0010562403475830678 0.00077594361683898426 0.00029131978216272636 -0.00055134012353529787 -0.00099144575828917329 0.0010295534750134241 -0.0012436472298773648 0.0012444390000689056 -0.00080542290591701857 0.00078059324707521977 -0.00074729480133651398 -0.0003289132720824557
leaf_weight=0.0047515786848748567 0.019200283873033186 0.0033645059119180578 0.0020414765058376352 0.0026352189161116249 0.018274686688698694 0.0076751993124020137 0.0023951777329784809 0.0027912367415865438 0.00472002147216699 0.0065364127314069256 0.010623840931316408 0.010480145067958802 0.01831849239260918 0.0094587463904645119 0.0089508358665852938 0.0055872534137506582 0.0042178469608131685 0.010093782924059269 0.0015124171741263117 0.011825940583207739 0.019353232774392382 0.005550621458837667 0.02462052701626051 0.0037841300607226449 0.0020992172698157674 0.0024540960605747833 0.0028330210190148364 0.0014764461884624316 0.001672165793934254 0.0024125400232151142
leaf_count=86 64 21 3 15 251 145 8 18 64 68 75 70 785 33 27 32 35 37 30 48 53 32 874 8 118 5 92 6 8 10
internal_value=0 -7.43419e-05 -9.41927e-05 0.000337277 0.000489342 -0.000159595 0.000632442 -0.000122982 -0.000142581 -0.000113542 -8.06685e-05 -0.000129752 -0.000210785 6.60679e-05 0.000199131 4.69145e-05 -0.000465331 -0.000290551 -0.000919923 0.00020279 -3.66832e-05 0.000318993 -0.000404388 -0.00056886 0.00021846 -0.000716453 0.000146052 -0.000891192 0.00077632 0.000899475
internal_weight=0 0.22696 0.223595 0.0294313 0.026796 0.194164 0.0247546 0.186489 0.183697 0.178977 0.172441 0.161817 0.137066 0.0656562 0.055176 0.0457173 0.07141 0.0515791 0.0198309 0.04013 0.0283041 0.0247509 0.0473612 0.0372674 0.00588335 0.0313841 0.00528712 0.026097 0.0223594 0.0206872
internal_count=3121 3035 3014 295 280 2719 277 2574 2556 2492 2424 2349 2253 263 193 160 1990 1175 815 128 80 96 1140 1103 126 977 97 880 269 261
is_linear=0
shrinkage=0.00124344


Tree=783
num_leaves=31
num_cat=0
split_feature=1213 375 124 13 1365 133 3 133 484 1 16 160 1 13 48 0 159 43 12 49 15 13 14 3 13 457 1 1 13 43
split_gain=0.000675281 0.000662337 0.000797644 0.000961074 0.000886472 0.000937232 0.000993002 0.000866469 0.000769741 0.000719296 0.000712654 0.000708391 0.000665231 0.00105006 0.00111964 0.00120371 0.000960623 0.00100433 0.00107451 0.00110902 0.00087512 0.000797245 0.000854667 0.00116485 0.000758159 0.000819386 0.000688566 0.000805254 0.000649984 0.000789084
threshold=-0.082704999999999987 0.087420000000000012 -1.0000000180025095e-35 -0.47860499999999995 1.0000000180025095e-35 0.091410000000000005 -0.38012499999999999 -0.25159999999999993 -0.0068949999999999992 0.090405000000000013 -0.45661999999999997 0.081905000000000019 0.11323000000000001 0.18141000000000002 0.12737000000000001 -0.23091999999999999 0.091530000000000014 -0.15582499999999996 0.092355000000000007 -0.00064499999999999985 -0.095869999999999983 -0.091054999999999983 -0.073114999999999986 0.11296500000000002 -0.07692499999999998 0.082380000000000009 0.13075500000000004 0.11955000000000002 -0.099939999999999987 -0.084004999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 -8 11 -7 -2 -9 13 14 15 20 17 -17 19 24 -10 -14 -23 26 -19 -26 27 -24 -21 -30
right_child=1 -3 3 4 -6 9 7 8 12 -11 -12 -13 21 -15 -16 16 -18 18 -20 28 -22 22 23 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0033624849547713438 -0.0012331773917341152 -0.0033109312310072988 0.0022430727371785622 0.0030712530586840536 -0.0037705886215646561 -0.0029563862536293307 -0.0033078126024388413 -0.0034713008005057512 -0.00026338688449301258 0.00074814127403933898 0.0023133187955617163 0.00066549816366242946 0.0041248410052125532 -0.0041151528263167446 -0.0041261096165532739 0.0028582141804961328 -0.0027634336816943364 -0.0036130196059671214 -0.0023934998534023977 0.0033502621698141451 0.0040413505340241825 0.0035833234509703962 0.0018234959235381551 -0.0026428260831821548 -0.0021195345367715436 0.0010251878695763386 0.0028455024405861064 -0.0028830975266733215 0.0033176905807746071 2.4086844289505492e-05
leaf_weight=0.0010237200503842017 0.0012313098059699712 0.0010015847588888951 0.0028624070556020334 0.0017742084782525957 0.0011642137927969634 0.0032312979193491733 0.0013673909406417542 0.0019405932805813811 0.0012669545246808411 0.0012314313661789811 0.0044379924866149159 0.0011052558966007098 0.0013118495685660045 0.0010769791118292451 0.0010614176242995646 0.0020704218707976443 0.0021520805553922875 0.0014841097372446654 0.003098278858319147 0.0018374985728684115 0.0021956160415754654 0.0014009449235175006 0.0013531093883614167 0.001947323165495618 0.0024464744216174941 0.0033254208170774291 0.0021823614780487333 0.001138877645530556 0.0015196438984155236 0.0066636113229234985
leaf_count=294 50 30 60 30 57 417 171 275 19 96 190 83 70 44 12 30 84 97 212 28 34 27 32 23 29 41 38 25 74 449
internal_value=0 1.54019e-05 7.10407e-05 -8.29041e-05 -0.000212568 -0.000130024 4.60768e-05 -7.60564e-05 2.77293e-05 -0.00193417 0.00154306 -0.00197017 0.000181659 -0.000115803 3.21023e-05 0.000189393 -0.000131117 0.00012127 -0.000156846 0.000244258 0.00246625 0.00114399 0.00065657 3.7358e-05 -0.000983782 -0.000307734 0.00115392 -0.000327492 0.00113348 0.000635714
internal_weight=0 0.0608807 0.0598791 0.0542098 0.0513474 0.0501832 0.0457204 0.0439462 0.0425788 0.00446273 0.0056693 0.00304585 0.039533 0.0301985 0.0291215 0.0280601 0.0245975 0.0224455 0.020375 0.0172768 0.00346257 0.00933447 0.00802262 0.00662167 0.007256 0.0057719 0.00467435 0.00249199 0.0100208 0.00818326
internal_count=3121 2827 2797 2557 2497 2440 1927 1897 1726 513 240 358 1368 1153 1109 1097 1044 960 930 718 53 215 145 118 167 70 95 57 551 523
is_linear=0
shrinkage=0.00412451


Tree=784
num_leaves=31
num_cat=0
split_feature=4 39 150 151 41 150 160 158 159 1213 156 457 15 16 16 457 48 130 16 15 0 1374 16 15 52 1 13 12 151 47
split_gain=0.000587588 0.000956161 0.000867888 0.000986201 0.00073992 0.000631898 0.000949104 0.000819229 0.000849698 0.00101583 0.000732855 0.000741228 0.000727147 0.000692178 0.000636545 0.000664546 0.000723297 0.000949597 0.000861684 0.000786687 0.000856809 0.000706887 0.00078398 0.000688459 0.000939298 0.00110038 0.00105705 0.000847481 0.00062494 0.000598691
threshold=0.27287000000000006 0.056590000000000008 0.081835000000000019 -0.0096649999999999982 0.078475000000000017 -0.22665999999999997 -0.091944999999999985 0.085900000000000018 0.076905000000000015 -1.0000000180025095e-35 0.094415000000000013 -0.0029299999999999994 -1.0000000180025095e-35 -0.5009849999999999 -0.36241499999999999 0.51789000000000007 0.082620000000000013 -1.0000000180025095e-35 -0.25582999999999995 0.091650000000000023 -0.14794999999999997 -0.094929999999999987 -0.062804999999999986 0.088345000000000021 0.095415000000000014 0.095025000000000012 -0.084034999999999985 0.09141500000000001 -0.0017399999999999998 0.093140000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 -1 -7 8 9 -8 11 28 -10 -13 -15 16 17 -16 -19 20 -20 -18 -23 24 25 26 -22 -26 -11 -27
right_child=1 -3 -4 -5 -6 6 7 -9 12 10 -12 13 -14 14 15 -17 21 18 19 -21 23 22 -24 -25 27 29 -28 -29 -30 -31
leaf_value=0.002356842895530134 -0.003569560310606098 0.0035089386465975321 0.0032810918951776498 0.00042520524071942259 -0.0028236330602673292 -0.0020386929373606526 -0.0037358768872100883 -0.0028786956961145333 -0.00060844291892495387 -0.0031407399620740576 -0.0031638179394710753 0.002545252407613286 0.0026511887317334625 -0.0022652316160986555 -0.0024032897419594039 -0.0027081692885515801 -0.00089292232340250192 0.0024915090533259997 0.0032629748012970934 -0.0026616906289450935 0.00032322882225745608 0.0034536132291732523 0.0008503626649881377 0.0022381470866707472 0.0027108513583993087 0.0027250976033980265 -0.0035303078311350578 -0.00068805466841042186 0.00048382240606846495 -0.00060822616379932156
leaf_weight=0.0014090755948927827 0.0010569892870080366 0.0015697743920455309 0.001122760292531666 0.0046854576888222255 0.0014419818313697865 0.0035552087970001081 0.00105439412450714 0.0013684967057878685 0.001401443385367962 0.0017568209690121961 0.0010061178987967869 0.001698382935501278 0.0029984003507834691 0.0015153416998145907 0.0021753538010518261 0.0010483071091584853 0.0018095284840455861 0.0020472466039791358 0.0011602718661833803 0.001495710741785671 0.0014495645074656949 0.0024191214771338565 0.0048533025384358552 0.0015812076863399591 0.0021232799765869012 0.0011160953133781959 0.0031566838246988409 0.0019769486493714794 0.0010670605687668191 0.002304731730845333
leaf_count=15 20 132 54 146 101 385 390 177 143 97 136 21 86 16 142 9 8 16 15 175 109 86 144 95 23 44 247 21 44 24
internal_value=0 0.000878652 0.00027722 -0.000310095 -0.000185755 -0.000108986 -0.000181163 -3.30394e-05 5.70738e-05 -0.000119287 -1.83014e-05 6.78029e-05 0.00161293 0.000220846 9.837e-05 0.000214971 0.000318255 -6.91542e-05 0.000206625 -7.92211e-05 0.00018056 0.00119644 0.00171632 -8.03319e-05 -0.000382625 -0.00112567 -0.00231762 0.00107205 -0.00177113 0.00047932
internal_weight=0 0.00843498 0.00686521 0.00574245 0.0509901 0.0495481 0.048139 0.0445838 0.0432153 0.0388155 0.0377611 0.036755 0.00439984 0.0339311 0.0322327 0.0307174 0.029669 0.0205871 0.0184117 0.0163645 0.0148688 0.00908195 0.00727242 0.0137085 0.0121273 0.00802708 0.00460625 0.00410023 0.00282388 0.00342083
internal_count=3121 352 220 166 2769 2668 2653 2268 2091 1862 1472 1336 229 1195 1174 1158 1149 911 769 753 578 238 230 563 468 424 356 44 141 68
is_linear=0
shrinkage=0.0037357


Tree=785
num_leaves=31
num_cat=0
split_feature=1 47 12 50 4 48 14 159 0 4 52 3 52 457 48 2 150 42 51 51 0 1212 4 132 12 42 0 16 150 15
split_gain=0.00260108 0.00291238 0.00281514 0.00266335 0.00208588 0.00274519 0.00201434 0.00201117 0.00188341 0.00201169 0.0017084 0.00190164 0.00213458 0.0017593 0.00168404 0.0017363 0.00151281 0.00192159 0.00148994 0.00241797 0.00171704 0.00160563 0.001578 0.00157374 0.00176692 0.0015963 0.00145073 0.000929176 0.00146988 0.00188073
threshold=0.10060500000000001 0.087885000000000019 -1.0000000180025095e-35 0.11610000000000001 -0.036839999999999991 0.12879500000000002 -0.46885499999999997 0.083335000000000006 0.041630000000000007 -0.27825499999999997 -0.11592499999999999 0.090900000000000009 -0.099454999999999974 0.082380000000000009 0.091545000000000015 0.096540000000000015 0.12187000000000002 -0.12995999999999999 0.088210000000000011 0.067785000000000012 -0.077809999999999976 -0.50120999999999993 0.033845000000000007 0.084605000000000014 0.092355000000000007 0.085465000000000013 -0.15202999999999997 -0.061854999999999993 -1.0000000180025095e-35 -0.11713499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 -2 4 7 6 -6 -4 10 14 -1 12 -12 -13 15 -10 17 -8 19 20 21 -14 -23 24 25 -22 -24 28 -3 -30
right_child=1 27 3 -5 5 -7 16 -9 9 -11 11 13 18 -15 -16 -17 -18 -19 -20 -21 23 22 26 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0012201845665784248 0.0010997832600925298 -0.0010321244733368555 -0.001033834471336395 -0.0013463366923209751 -0.00052193349848731754 -0.00079393026362367658 -0.00062912217610968659 0.0010575793326234016 -0.0013349324401034804 0.00090482258351915921 0.0011536856246161739 -0.00041018509050014024 0.00061628043901564499 0.00074583869310045352 0.00065973088510025023 -0.00018286851298106354 -6.5734820881927595e-05 0.0011517164216861705 -0.0012833433115288747 0.0004693716148951611 -0.00070438904896981251 -0.001168618929890819 0.00081864340353090051 0.0011939307749133916 -0.0013461211661684959 0.00097525423789791951 -0.00067656439091554185 -0.0007237855872625511 -0.00038028446401834794 0.00078079824873556489
leaf_weight=0.006015517777473888 0.0053397916673958426 0.0029291317941897441 0.0041096693016129384 0.0023228451580052925 0.0026828272912098319 0.0032409727064077734 0.0012242324955877857 0.0010446943342685699 0.0031426735314425977 0.0032779685543573569 0.0012519943052211593 0.0057054175580333322 0.0013719168072725543 0.004097620332686347 0.002964948457929494 0.0096373639710805037 0.0032770238509556302 0.010616083510484486 0.0055141831474472261 0.003901627741839774 0.0020194660424692782 0.014782794736671431 0.0013278862840024894 0.0014206382414840846 0.0022039340536750274 0.0020815748594600336 0.010245953530031215 0.010000145093272295 0.0069561477327511065 0.0039694463324622111
leaf_count=325 236 18 94 25 10 12 5 10 39 24 21 38 25 20 13 64 23 171 194 35 32 995 25 31 234 30 190 100 45 37
internal_value=0 -5.09072e-05 0.000202881 3.4944e-05 0.000157427 0.000345407 0.000552852 -0.000609944 -0.000424866 -5.44384e-05 -0.00053863 -0.000465319 -0.000579742 7.3027e-05 -0.000254148 -0.000466167 0.000743591 0.000967586 -0.00062811 -0.000536304 -0.000646976 -0.000803322 -0.000877215 -8.58241e-05 -0.000374179 0.000148151 -0.000505017 -0.000411118 -0.000185439 4.15558e-05
internal_weight=0 0.057713 0.0338581 0.0285183 0.0261955 0.0210411 0.0178002 0.00515436 0.0809635 0.019023 0.0619405 0.055925 0.046122 0.00980304 0.015745 0.01278 0.0151173 0.0118403 0.04487 0.0393558 0.0354542 0.0277286 0.0263566 0.00772561 0.00630497 0.00410104 0.0115738 0.0238549 0.0138547 0.0109256
internal_count=3121 786 586 350 325 221 209 104 2335 140 2195 1870 1812 58 116 103 199 176 1791 1597 1562 1235 1210 327 296 62 215 200 100 82
is_linear=0
shrinkage=0.00134594


Tree=786
num_leaves=31
num_cat=0
split_feature=1 1374 47 123 4 48 14 42 0 52 15 2 2 40 15 43 2 43 52 3 133 4 4 2 156 52 16 1 0 3
split_gain=0.000573968 0.000843646 0.000741137 0.000836902 0.00091516 0.000872406 0.00111394 0.000735011 0.000729473 0.00105227 0.000716369 0.00107055 0.00101484 0.00070695 0.000860145 0.00110528 0.000755157 0.000701578 0.00105359 0.000912253 0.000913658 0.00098978 0.000665545 0.000774078 0.000555961 0.000494637 0.000805403 0.000810411 0.000673344 0.000458886
threshold=0.094385000000000011 -0.094929999999999987 0.096300000000000011 0.084475000000000008 -0.064804999999999988 0.12879500000000002 -0.10708499999999999 -0.095859999999999987 -0.15202999999999997 -0.024714999999999997 1.0000000180025095e-35 0.090310000000000015 -1.0000000180025095e-35 0.064905000000000018 -0.053579999999999996 -0.074359999999999996 0.099515000000000006 -0.17390999999999998 0.11434500000000002 0.090900000000000009 0.099660000000000012 -0.15289999999999995 -0.35136499999999998 0.10060500000000001 0.083635000000000015 -0.080979999999999983 -0.083539999999999989 0.085110000000000005 -0.10151999999999999 0.16158000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 6 8 -3 -6 -10 11 12 -8 14 15 -4 -17 -9 19 20 21 22 23 -19 25 -23 27 28 -27 -21
right_child=2 7 13 -5 5 -7 10 17 9 -11 -12 -13 -14 -15 -16 16 -18 18 -20 29 -22 24 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.003126495511628261 -0.0014200517362903601 -0.0026189602833156028 0.0012514337577778016 0.0029617049155637441 -0.0024627261688509815 -0.0012054554297141768 0.0023497032117672915 0.0010904919654552013 0.0028136952286506099 -0.0014410505218666089 0.00020517894234357232 0.0029984432141418136 -0.00173763151879566 0.0019010233674537282 -0.0030880382134459649 -0.0026870559273822004 -0.00016635114968868898 -0.001866694821743202 -0.0027813209688918369 0.0017622499625351395 -0.0031263462601203956 0.00057302837762044192 0.002357400814082233 0.0016216486188490816 -0.0023965082817847608 -0.0031261473125277278 -0.0022912498016324379 0.0015934427994924525 0.00025271762871302111 -0.0003139772336306804
leaf_weight=0.0010283946781299838 0.0022171079859205625 0.0012189867145089286 0.0027914217992019994 0.0014073352385928209 0.0012010749505861895 0.0019750167101619817 0.0012500128392360921 0.0038922493525745906 0.001066100037490969 0.0012155405881344459 0.0026925937353325935 0.0045262545257571674 0.0011302113876396902 0.0011435748078838523 0.001273004233595997 0.0020026226953859805 0.0027641049077828939 0.0012274073464055846 0.0016120129149710385 0.0030908620350089669 0.001200855885368223 0.0029692039788207173 0.0018989516842395837 0.0012592567479146055 0.0017647878610347343 0.0010449702134849304 0.002666779088803771 0.0016638551673331392 0.001284860489384693 0.0015677212372793292
leaf_count=38 168 203 52 154 7 19 62 79 41 27 61 155 49 11 21 54 62 39 286 49 259 224 26 15 167 57 399 68 258 11
internal_value=0 -0.000345271 0.00027644 0.000643772 0.000454926 0.000731016 0.00102337 -0.000244427 -0.000490966 0.000546986 0.0015728 0.00210599 0.000408898 -0.000411521 -0.00071098 -0.000310617 -0.00122536 -0.00013779 -0.000343402 -0.000161792 -0.000497955 -0.000297936 0.000963939 -0.000100184 -0.000783619 -0.000488032 -0.000961047 -7.28064e-05 -0.00126276 0.00106355
internal_weight=0 0.0293912 0.028656 0.0186812 0.0172739 0.0150568 0.0130818 0.0283628 0.00348272 0.00228164 0.00959907 0.00690648 0.00238022 0.00997473 0.00883115 0.00755815 0.00476673 0.0271438 0.0232515 0.0216395 0.0169809 0.0157801 0.00438562 0.00248666 0.0113945 0.00962967 0.00666046 0.00399369 0.00232983 0.00465858
internal_count=3121 2178 943 743 589 421 402 2140 75 68 327 266 111 200 189 168 116 1937 1858 1572 1512 1253 80 54 1173 1006 782 383 315 60
is_linear=0
shrinkage=0.00312586


Tree=787
num_leaves=31
num_cat=0
split_feature=39 52 160 123 1456 1 47 14 44 1 3 52 3 48 2 160 150 42 151 133 9 0 15 403 48 15 4 16 133 52
split_gain=0.00252732 0.0023132 0.00218745 0.00214432 0.00242234 0.00206198 0.00253753 0.00219213 0.0021313 0.00241126 0.00322351 0.00247369 0.00369925 0.00218703 0.00268556 0.00298548 0.00198299 0.00167768 0.00169913 0.00167393 0.00161167 0.00180395 0.0026838 0.00226509 0.00148239 0.00196609 0.0027156 0.00146567 0.00143351 0.00179858
threshold=0.16946000000000003 -0.24456499999999998 0.35004500000000011 1.0000000180025095e-35 1.0000000180025095e-35 0.13436000000000001 0.11893500000000001 0.076175000000000007 1.0000000180025095e-35 0.099660000000000012 -0.12018999999999998 0.11434500000000002 0.090900000000000009 0.12879500000000002 0.113445 -0.079009999999999983 0.087865000000000013 -1.0000000180025095e-35 -0.0017399999999999998 0.039215000000000007 -0.036024999999999995 -0.14116499999999996 0.040760000000000005 -1.0000000180025095e-35 -0.055254999999999992 -0.053579999999999996 0.09173000000000002 -0.088394999999999987 -1.0000000180025095e-35 0.26521500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 24 4 5 6 7 8 9 10 19 12 16 14 15 -11 20 -17 -19 -3 -12 -22 -23 -24 -1 26 -26 -25 -5 -30
right_child=-2 3 -4 28 -6 -7 -8 -9 -10 13 11 -13 -14 -15 -16 17 -18 18 -20 -21 21 22 23 27 25 -27 -28 -29 29 -31
leaf_value=0.00074902103187529266 0.001429260318072463 0.00071650735270692748 0.0012606455648058131 -0.00053355641242990937 -0.0014285163006883649 0.00081952543899270285 -0.0012364842634586413 -0.0014287121670597915 -0.0014288656573683029 -0.00095122703463565645 0.0014293615991063414 -0.0014287248437716566 0.00048428320973457363 -0.00078388126883662933 0.0012269333849489875 -0.00039806918185839214 -0.0014288509824093121 -0.00013754009124075661 0.0010225029347523346 -0.00043469863173874315 0.00030343771851196091 -0.0012536698024024004 -0.0014284271819344631 -0.00078668212454718184 -0.0012512695197548812 -0.0014083180539098809 0.0010923521843718362 0.00048364750433806418 0.0010597406660512968 -0.0007393926221011917
leaf_weight=0.0011575427085972487 0.0024079971365154043 0.01152685742817993 0.0011637273773033039 0.0019126539051512745 0.0025291026171458944 0.0057252003859531433 0.0036164428662459605 0.0021939595686433213 0.0020378364638418125 0.0036037487690236949 0.0010205192374996832 0.0036892063139930533 0.011413763990617554 0.0030096507980488232 0.0075215856020349739 0.0034939718610758055 0.0038425398579278172 0.0035057460971756873 0.0097119680997650466 0.0033187278502282433 0.0057308835912408462 0.0078567474686046662 0.0023514487846192375 0.0025418371081400437 0.0021626769295153298 0.0069990034323552646 0.0018902676310972311 0.0068365813493969085 0.0084590411120188946 0.0013090099910186845
leaf_count=10 23 67 16 28 246 112 45 69 25 42 2 270 56 7 90 24 104 41 65 26 31 380 469 110 132 194 10 196 222 9
internal_value=0 -4.7298e-05 -0.000610474 1.61202e-05 -4.727e-05 -1.38569e-05 -6.21375e-05 -1.75302e-05 1.57561e-05 4.81153e-05 -0.000118436 -0.000307792 -0.00020837 0.000372772 0.000497826 0.000227881 -0.00047032 0.000482147 0.000714824 0.000459155 -0.000330477 -0.000401414 -0.000607648 -0.000174938 -0.000788817 -0.000949885 -0.000158219 0.000139349 0.000597225 0.00081864
internal_weight=0 0.132132 0.0133732 0.118759 0.107078 0.104549 0.098824 0.0952076 0.0930136 0.0909758 0.0601291 0.0452835 0.0415943 0.0308467 0.027837 0.0203154 0.0301806 0.0167117 0.0132177 0.0148456 0.026338 0.0253175 0.0195866 0.0117299 0.0122095 0.0110519 0.00405294 0.00937842 0.0116807 0.00976805
internal_count=3121 3098 362 2736 2477 2231 2119 2074 2005 1980 1711 1618 1348 269 262 172 1292 130 106 93 1188 1186 1155 775 346 336 142 306 259 231
is_linear=0
shrinkage=0.00142833


Tree=788
num_leaves=31
num_cat=0
split_feature=1429 15 50 1374 133 483 158 1 42 0 0 15 15 2 47 49 133 52 13 42 1 0 0 15 1 0 47 52 4 0
split_gain=0.000523621 0.000682631 0.00100879 0.000632153 0.000596606 0.000583661 0.000628408 0.000662391 0.000667322 0.000734815 0.000731859 0.000953969 0.0011359 0.0008737 0.0008682 0.000842263 0.00065042 0.000709795 0.000605495 0.000987116 0.000971763 0.00149113 0.000934174 0.000523658 0.00068469 0.00146587 0.00084775 0.000465626 0.000652648 0.000414964
threshold=-1.0000000180025095e-35 -0.24436499999999997 0.11843500000000001 0.093235000000000012 -0.25159999999999993 0.088070000000000009 0.085900000000000018 0.10887500000000001 -0.095859999999999987 -0.060129999999999996 -0.11437499999999999 1.0000000180025095e-35 -0.015039999999999998 0.090675000000000019 0.092530000000000015 -0.047584999999999995 0.10622000000000002 0.11434500000000002 -0.099939999999999987 0.088915000000000008 0.095285000000000022 -0.084269999999999984 -0.082974999999999979 -0.016799999999999995 0.11061500000000002 -0.18113999999999997 0.13148500000000005 -0.088204999999999992 -0.49405499999999997 -0.14454499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 6 7 8 -6 10 11 12 13 -10 18 -15 17 27 -12 20 21 -20 -23 24 -9 -26 -27 -11 -29 -13
right_child=1 3 -4 -5 5 -7 -8 23 9 16 14 29 -14 15 -16 -17 -18 -19 19 -21 -22 22 -24 -25 25 26 -28 28 -30 -31
leaf_value=-0.0024773919689446704 0.0029474177584215373 -0.0029765004083307151 -0.0019743599231996389 -0.0032816599045899742 -0.0030902008709706177 -0.0027277477328680882 -0.0024441046331453906 0.0033795087317049092 -0.0015576079300538008 -9.2545887232763514e-06 0.0020785736228634225 -0.0041883187093876327 0.0039211680776572297 0.0029601256167790814 -0.0042917737238260178 -0.001184293107288629 -0.0015140374270472387 -0.0014911993494507816 -0.0040107746660644795 -0.0042817450361792835 0.0033310355073512855 0.0033640591224651513 -0.0012942602190749353 0.0023698826828653014 -0.0037148930486824694 0.0026301325828960945 -0.00077545327475583479 0.00049245681616716993 0.0035421506327947714 -0.00033333443269540638
leaf_weight=0.0015903160249610684 0.0030506937999099639 0.00124454898873294 0.001024312961931173 0.0011349179254764854 0.0013225711342839111 0.0013709316769419102 0.0017063041445282137 0.0012505043911801295 0.0030654055779990594 0.0017631547480085894 0.0012142956347034337 0.0010431829262032011 0.0018752533651422631 0.0025546526539130818 0.0014742785687431601 0.0013965843256187318 0.0016608085765064126 0.0013192788263367561 0.0020883590637783512 0.0015221189862160145 0.0010529379832249219 0.0013511732022628564 0.0019179251423286957 0.0038733365307734866 0.0015722495408567747 0.0028016336014644585 0.0025904448679057168 0.0019528747558439372 0.0038191241148979368 0.0010139335636267796
leaf_count=154 229 180 19 42 164 215 228 17 37 75 26 39 19 43 83 43 30 28 394 345 30 59 294 82 22 94 34 27 57 12
internal_value=0 2.02268e-05 0.00171026 -0.000114935 -4.2793e-05 3.23747e-05 0.000112539 0.000208424 -0.000103033 2.00993e-05 -0.000433312 0.000345186 0.000954421 0.000161534 -0.00123585 0.00149526 0.000950189 0.0014124 -0.000743292 -0.00117526 -0.000437638 -0.00117832 0.000631101 0.00106919 0.000455913 -6.90433e-05 0.000994032 0.00192077 0.00251033 -0.00228823
internal_weight=0 0.0550278 0.00407501 0.0509528 0.0498179 0.0485733 0.0472024 0.0454961 0.0334079 0.0320853 0.0215701 0.010949 0.0088919 0.00701664 0.0106211 0.00395124 0.0105152 0.00885443 0.00914681 0.00793251 0.0064104 0.00535746 0.0032691 0.0120882 0.00821483 0.00696433 0.00539208 0.00753515 0.005772 0.00205712
internal_count=3121 2967 248 2719 2677 2497 2282 2054 1805 1641 1424 193 142 123 1231 86 217 187 1148 1122 777 747 353 249 167 150 128 159 84 51
is_linear=0
shrinkage=0.00429114


Tree=789
num_leaves=31
num_cat=0
split_feature=4 151 474 39 16 376 480 159 0 0 0 3 13 42 3 13 43 150 1456 42 42 1212 4 160 133 0 15 15 2 1
split_gain=0.00237521 0.00352778 0.00246817 0.00239642 0.00299907 0.00254554 0.00218727 0.0020481 0.00196317 0.00262415 0.0023144 0.00220877 0.00401866 0.00204749 0.00202983 0.0026601 0.00287006 0.00202473 0.00193442 0.00188372 0.00237872 0.00232186 0.00195006 0.00181867 0.00160041 0.00181695 0.00251009 0.00273505 0.00215102 0.00238996
threshold=0.27287000000000006 -0.27559499999999998 -1.0000000180025095e-35 0.16946000000000003 0.51524500000000006 0.048375000000000008 0.084710000000000021 0.10519500000000001 -0.060129999999999996 -0.10096999999999999 -0.053834999999999994 -0.10831999999999999 -0.47860499999999995 0.075730000000000006 0.14121000000000003 -0.0034749999999999994 -0.15879999999999997 -0.22665999999999997 0.091180000000000011 0.088465000000000002 0.088200000000000014 -0.50120999999999993 -0.083854999999999985 -0.091944999999999985 -0.088669999999999985 -0.11756999999999999 0.035560000000000008 -0.015039999999999998 0.089885000000000007 0.11212500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 6 7 8 9 17 -10 13 -13 -12 15 16 -11 -1 -4 20 21 -18 -23 -19 -25 26 27 28 -26 -30
right_child=1 2 18 -5 -6 -7 -8 -9 10 14 11 12 -14 -15 -16 -17 19 23 -20 -21 -22 22 -24 24 25 -27 -28 -29 29 -31
leaf_value=0.0011551207819517739 -0.0012075335251113186 -0.0012447158140706301 0.00074090340955049563 0.0012441770197734582 -0.0010621013694520154 0.00054678625039774459 -0.0012436452822025097 -0.00090751934836375426 0.0011022619705851589 0.0010764860529205592 0.00086542662346436475 0.00085551657114955328 -0.0008586517268663799 -8.1263186812746625e-05 0.00063805194754003867 -0.0012436109720290586 0.001033193037902671 -0.0010798688553405086 -0.00086413000037331722 -0.0011407555696554999 0.0010497848388153119 0.00058999880302569563 -0.0011128166402153642 -0.00080125695509965483 -0.00074604665360942916 0.00052415841790203735 -0.00088296325884986034 0.00078280532968958902 0.00043720885480772847 -0.00063916706549690082
leaf_weight=0.0022208698646863914 0.0020252096237527431 0.0011547819231054737 0.016844523919502308 0.002034296339388674 0.0049795612323606511 0.0093245008595772561 0.0026585667324461318 0.0046778460634371291 0.0039040383955324378 0.001979812259378373 0.007044366740046824 0.0029676394206035175 0.0073563359008801425 0.0070849440853635315 0.0022532826415044829 0.0069597144274311509 0.001285080355728498 0.0025562034066979314 0.0012469486991903969 0.0049840189835492774 0.0018936810741543306 0.0012830935578911308 0.0054847997203495485 0.0035832430759796799 0.0064293859766166818 0.010132755407653349 0.0050674641126420275 0.0063884220789987038 0.010570315215886694 0.0045676603933770829
leaf_count=6 15 3 325 15 145 115 203 165 25 5 39 11 141 22 12 322 13 49 9 446 20 145 552 59 40 54 52 25 61 27
internal_value=0 0.000353514 0.000517777 -9.478e-05 -0.00011612 -7.77163e-05 -0.000129097 -0.000102324 -6.67894e-05 -0.000169059 0.000213216 7.12776e-05 -0.000365912 0.000390722 -0.000490081 -0.000596574 -0.000330278 -6.27178e-06 0.000630277 -0.000516816 -0.000204175 -0.000499048 -0.000789988 -5.85951e-05 -2.7409e-06 6.35599e-05 -7.77688e-05 6.81865e-05 -0.000143489 0.000112428
internal_weight=0 0.0212715 0.0192463 0.129672 0.127638 0.122658 0.113334 0.110675 0.105997 0.0776398 0.0283573 0.0244533 0.010324 0.0141293 0.0261235 0.0238702 0.0169105 0.0515163 0.0180915 0.0149307 0.00994665 0.00805297 0.00676789 0.0492954 0.0467392 0.043156 0.0330232 0.0279558 0.0215674 0.015138
internal_count=3121 352 337 2769 2754 2609 2494 2291 2126 1888 238 213 152 61 1515 1503 1181 373 334 1176 730 710 697 367 318 259 205 153 128 88
is_linear=0
shrinkage=0.00124344


Tree=790
num_leaves=31
num_cat=0
split_feature=124 3 151 123 484 454 130 4 47 41 159 3 0 42 160 48 42 49 131 4 484 133 376 13 12 43 1 2 51 0
split_gain=0.000559954 0.000847061 0.000705263 0.000772147 0.000588631 0.000847556 0.000575447 0.000604791 0.00083237 0.00080439 0.000687371 0.000644719 0.000691522 0.000620179 0.000583444 0.000583209 0.000574807 0.00106174 0.000666761 0.000556046 0.000552023 0.000545011 0.000455285 0.000543344 0.0010943 0.000416386 0.000434761 0.000696574 0.000477467 0.000739197
threshold=-0.043384999999999993 0.30112000000000005 -0.08483499999999998 0.088610000000000008 -0.0068949999999999992 -1.0000000180025095e-35 1.0000000180025095e-35 0.24564500000000003 0.12171500000000002 0.078475000000000017 0.10407500000000001 -0.12018999999999998 -0.060129999999999996 0.094935000000000005 -0.080409999999999995 0.11156500000000001 0.09832500000000001 -0.10774499999999999 0.08844500000000001 0.0067750000000000006 0.08660000000000001 -1.0000000180025095e-35 0.11430500000000002 -0.099939999999999987 0.092355000000000007 -0.27207999999999993 0.095285000000000022 0.11411 0.08955500000000001 -0.13455999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 -1 -4 19 -6 7 9 14 10 11 12 -7 -14 -9 21 17 -13 20 -2 22 -16 23 -19 25 -25 28 -28 29 -27
right_child=1 -3 3 -5 5 6 -8 8 -10 -11 -12 16 13 -15 15 -17 -18 18 -20 -21 -22 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=0.0028068727233264727 -0.0028880440948679206 0.0020900958835787307 -0.00047030490190737366 0.0023393212856856059 -0.0026089668445836412 -0.00091803969571985569 -0.0021115542413319343 -0.00065273205795766812 -0.0017520706363930913 -0.0026831882898665899 -0.0023739429191065274 -0.0020395399202484668 0.0020327300903726052 -0.00036581976436025323 0.00016974494321032247 -0.00037340879036232668 0.0014210499257233183 0.0011802491263667126 -0.001658291309524689 -0.00037429408887655938 0.0014846634394799674 0.0024144447369558101 -0.0018198028084131534 0.0018124788688320789 -0.0028881493053296474 0.0010529817451116372 0.0014750969265215411 -0.00070922006627607273 -0.0021032553766561026 -0.0010402511103087563
leaf_weight=0.0011997575759110646 0.0012618591867874498 0.0013972352710140959 0.0030085128924746121 0.0011191690906215968 0.0011034700916106024 0.0014191291263969674 0.0010980683187424836 0.001397787157827679 0.0010192773556809698 0.0010249992523938536 0.0010613889215385077 0.0026583804684250359 0.0033504394999823639 0.0012286774172025616 0.0011957893079284077 0.0012151426972195623 0.0017008161298033278 0.0027867366515579297 0.0021025277962625202 0.0017537686533022345 0.0020148657251377591 0.003672061625898948 0.0012098261104256372 0.0010032836504478846 0.0011713239133177575 0.0023229873099523853 0.002831242456977634 0.0021361014503327169 0.0013775966928823991 0.0035675846773446547
leaf_count=56 344 111 128 75 47 42 352 31 16 61 61 61 98 7 35 16 236 29 203 141 134 121 7 10 142 18 50 16 51 422
internal_value=0 -0.000126812 0.000857963 0.00029149 -0.000190436 -0.00010884 -4.69362e-05 5.21928e-06 0.000696113 -0.000162724 -8.66119e-05 -1.27787e-05 0.000843288 0.00138915 0.00102968 0.00141628 -0.000203786 -0.000313527 -0.000109816 -0.00142615 4.96094e-05 0.00186303 -0.000107477 1.29877e-05 -0.000212746 2.39646e-05 -0.000122689 0.000535777 -0.000572711 -0.00021477
internal_weight=0 0.0500824 0.00532744 0.00412768 0.0486851 0.0456695 0.044566 0.043468 0.00850006 0.0349679 0.0339429 0.0328815 0.00599825 0.00457912 0.00748078 0.00608299 0.0268833 0.0251825 0.0225241 0.00301563 0.0204215 0.00486785 0.0184067 0.0171969 0.0144101 0.0132388 0.0122355 0.00496734 0.00726817 0.00589057
internal_count=3121 2862 259 203 2751 2266 2219 1867 219 1648 1587 1526 147 105 203 172 1379 1143 1082 485 879 156 745 738 709 567 557 66 491 440
is_linear=0
shrinkage=0.00288781


Tree=791
num_leaves=31
num_cat=0
split_feature=1213 52 133 453 4 39 16 1 11 403 1456 43 131 48 133 3 43 42 49 13 13 15 42 49 16 0 48 2 2 2
split_gain=0.000489567 0.00050282 0.000809281 0.0005368 0.000566805 0.000610007 0.000640697 0.000759226 0.000537282 0.000567023 0.000533628 0.000502271 0.000810767 0.00101643 0.000936882 0.000880613 0.000772587 0.000665363 0.00104594 0.000633892 0.00101489 0.000766133 0.000574193 0.00054003 0.000439376 0.000670325 0.000450206 0.000619295 0.00081526 0.000505197
threshold=-1.0000000180025095e-35 -0.52017999999999986 -0.25159999999999993 0.091330000000000008 0.27287000000000006 0.056590000000000008 -0.54165499999999989 0.111945 0.081790000000000015 -0.083259999999999987 -1.0000000180025095e-35 -0.074359999999999996 0.098515000000000005 0.086665000000000006 0.087625000000000022 -0.15121499999999996 -0.0037449999999999996 0.093175000000000022 -1.0000000180025095e-35 -0.092879999999999976 -0.53104499999999988 0.040760000000000005 -0.11051499999999999 -1.0000000180025095e-35 -0.0092699999999999987 -0.097734999999999989 0.095425000000000024 0.093175000000000022 0.089885000000000007 0.083215000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 8 6 -6 -8 9 -4 -11 12 13 14 15 -12 -13 18 -17 20 -18 24 -20 -22 26 -26 27 28 29 -21
right_child=1 2 3 -5 5 -7 7 -9 -10 10 11 16 -14 -15 -16 17 19 -19 22 21 23 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0018819812732293088 -0.0024437800977451947 -0.0028754928125816264 -0.0023565095681738974 -0.0025342280961216739 0.0032874921603968398 0.0037360153040255206 -0.0015146802265661172 0.0016452444000947836 -0.0024691123976270601 -0.002319649117958567 0.0035378646442222991 -0.0022741693830457053 0.0035189317312816128 0.0024714828101369234 -0.0026712113291233303 -0.0022372668147028372 -0.001448844177393534 -0.0022472710109825633 -0.00085970899994307977 0.00035927797394484038 0.00016547484721364921 -0.0023525937130394743 0.0021024842049415233 0.0028287310212085312 0.0027768744173609495 -0.00060809158198093757 0.0008079067229883859 -0.0027087608787362727 0.0019997042080961607 -0.0028247038647430519
leaf_weight=0.0019386179293170427 0.0011214998408268775 0.0012563190335592713 0.0012416750521437861 0.001010225615317494 0.0010793236138795237 0.001133230260549567 0.0021238893104964509 0.002120554567561328 0.0011419810285389067 0.0011325488345557124 0.0011328073561287467 0.002009287816354898 0.0014050987831240045 0.0029587998527054191 0.0015674240641923029 0.0014590574709005856 0.0016088976785795239 0.0014740963673514074 0.001215040693317352 0.0012886964716471994 0.0015654513917553459 0.0021255370570472118 0.0036763120877862914 0.0033072110500143017 0.0018035366867934499 0.0014917012686339612 0.0031667085098661119 0.0018878464680938123 0.0015765942727696824 0.001510682607095859
leaf_count=491 220 162 346 35 44 125 32 121 48 220 19 190 14 153 174 126 16 24 32 14 43 100 146 50 19 71 29 16 13 28
internal_value=0 3.02535e-05 8.52287e-05 0.000160809 0.000217289 0.00124731 0.000717553 6.40408e-05 5.7977e-05 0.000129049 0.000207454 0.000282316 0.000818455 0.000537043 -6.78307e-06 0.00045946 -5.9656e-05 1.37787e-05 0.000538628 0.000148923 0.00112368 -0.000276491 0.00136666 0.0019731 7.02728e-05 0.00124455 -0.000340048 -0.000920402 -0.000148883 -0.00135896
internal_weight=0 0.051592 0.0504705 0.0492142 0.048204 0.006457 0.00532377 0.00424444 0.041747 0.040605 0.0393633 0.0382308 0.0148886 0.0134835 0.0105247 0.00895731 0.0233422 0.00782451 0.00635041 0.0213329 0.00648156 0.0148513 0.00489135 0.00487266 0.0127258 0.00329524 0.00943053 0.00626382 0.00437597 0.00279938
internal_count=3121 2630 2410 2248 2213 322 197 153 1891 1843 1497 1277 688 674 521 347 589 328 304 399 109 290 178 93 190 90 100 71 55 42
is_linear=0
shrinkage=0.0037357


Tree=792
num_leaves=31
num_cat=0
split_feature=124 3 151 123 3 11 15 2 4 457 0 2 14 2 48 15 160 39 13 12 8 43 50 48 16 12 16 3 43 457
split_gain=0.000497139 0.000685851 0.000630914 0.000666624 0.000522816 0.000696985 0.000704184 0.000649338 0.000634432 0.000551193 0.000583178 0.0010138 0.000933147 0.000752864 0.000682255 0.000623697 0.000820909 0.00060006 0.000893766 0.000781219 0.00076001 0.000682219 0.000621906 0.000585573 0.000425689 0.000416907 0.000693877 0.000402663 0.000382175 0.000352423
threshold=-0.043384999999999993 0.30112000000000005 -0.08483499999999998 0.088610000000000008 -0.12018999999999998 0.081790000000000015 -0.015744999999999999 0.08622500000000001 -0.27825499999999997 -0.068264999999999978 -0.10607499999999999 0.11215000000000001 -0.073394999999999974 0.098035000000000011 0.091085000000000013 -0.11713499999999999 0.086870000000000017 0.15438500000000002 -0.0034749999999999994 0.097825000000000009 -1.0000000180025095e-35 -0.074359999999999996 0.10030500000000002 0.091545000000000015 -0.39185999999999993 0.086915000000000006 -0.081299999999999983 -0.078724999999999976 -0.40263499999999991 -0.11701499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 -1 -4 5 6 -2 -8 -9 29 11 13 -12 15 -13 -11 27 18 19 22 -20 -21 23 25 -7 26 -14 -17 -22 -6
right_child=1 -3 3 -5 9 24 7 8 -10 10 12 14 17 -15 -16 16 -18 -19 20 21 28 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.003687050238371751 0.0033231640866784231 0.0025801247180070471 -0.00055373992486556101 0.0030125377128940008 -0.00079555871782772253 0.0006453465400139256 -0.0018443491869382636 -0.00032230760331611807 0.0028111703464047621 -0.0025265077792930041 0.0026125875113681943 -0.00022064121854769014 0.0011328255135849101 0.002757798279109205 -0.003435701625110739 0.0034097426579989469 -0.0011503830795121315 0.0018083908354426964 0.00053279920307431196 0.0033826758700522949 -0.0011979747619271081 -0.00036080386547867298 0.0014432776719386111 0.00025304085482040891 -0.0022035578726016069 -0.0034874338858507047 -0.0032633204137119788 0.00093407748101998899 -0.0037585994349497022 -0.0037885327120402109
leaf_weight=0.0010788862896689011 0.0017289712476227237 0.0012908627599443881 0.0028618625424101643 0.00103668954400149 0.001165753614913001 0.0013531018435060105 0.0012757154243132618 0.0018098633737508862 0.0019478254957618901 0.0010001717460141899 0.001093755733705847 0.002611384969412712 0.0010012010292759221 0.0022894832254181105 0.0015138870384134862 0.0012291487271909344 0.0024872350896743001 0.0010222509289690143 0.0010176195282838307 0.0011655422844363272 0.0011309507649279738 0.0017959970995100605 0.0010880024848471948 0.0016559819368442419 0.0017417843520348697 0.0023858581318245697 0.0010875377689885078 0.0042596471799782815 0.0033621334384870199 0.0011200312918315794
leaf_count=56 59 111 128 75 32 36 54 22 41 36 29 40 170 66 26 10 29 22 5 20 53 171 134 71 124 624 244 63 411 159
internal_value=0 -0.000158614 0.00110825 0.000394592 -0.000236587 0.000539726 0.00122518 0.000504524 0.00130195 -0.000452245 -0.000327629 0.000215594 -0.000797153 0.000807376 -0.0014005 0.000309898 0.000665575 -0.0010203 -0.00120458 -0.00053549 -0.00244063 0.00111248 -0.0012116 -0.00168276 -0.000958001 -0.00239917 -0.0011561 0.00148847 -0.00311407 -0.00226211
internal_weight=0 0.0466317 0.00497744 0.00389855 0.0453408 0.00985726 0.00676238 0.0050334 0.00375769 0.0354836 0.0331978 0.015391 0.0178068 0.0112657 0.00412527 0.0089762 0.00797603 0.0167131 0.0156908 0.0101801 0.0055107 0.00296154 0.00721858 0.00613058 0.00309489 0.0044746 0.00208874 0.0054888 0.00449308 0.00228578
internal_count=3121 2862 259 203 2751 336 176 117 63 2415 2224 270 1954 204 66 138 102 1925 1903 1434 469 191 1243 1109 160 1038 414 73 464 191
is_linear=0
shrinkage=0.00381041


Tree=793
num_leaves=31
num_cat=0
split_feature=14 157 1213 157 1 157 130 1 1213 48 2 454 48 51 38 124 158 376 43 52 13 13 133 3 40 49 49 150 16 16
split_gain=0.000470797 0.00065305 0.000758165 0.000648161 0.000551236 0.00061331 0.000506621 0.000646431 0.00058514 0.000589261 0.00108159 0.000561708 0.000637343 0.000576481 0.000613164 0.00104295 0.000603036 0.000528591 0.000653261 0.000645683 0.000980212 0.000692529 0.000812508 0.000679967 0.000544954 0.000567467 0.000807902 0.00103424 0.000557161 0.000633731
threshold=0.076175000000000007 -0.075754999999999989 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10937500000000001 -0.084489999999999996 -0.0015749999999999998 0.11061500000000002 0.039620000000000009 0.12879500000000002 0.13754500000000003 -1.0000000180025095e-35 0.11454000000000002 0.11444000000000001 0.10386000000000002 -0.079269999999999993 0.09031500000000002 0.11430500000000002 -0.15582499999999996 0.11434500000000002 -1.0000000180025095e-35 -0.47860499999999995 0.093615000000000018 -0.15956499999999998 -0.037979999999999993 -0.14917999999999998 -0.069799999999999987 0.087380000000000013 -0.082779999999999979 -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 4 -3 -4 5 -1 7 -5 9 11 -11 -8 13 14 15 -13 17 18 -17 21 -21 -20 23 -23 -25 -26 27 -27 29 -28
right_child=-2 2 3 6 -6 -7 8 -9 -10 10 -12 12 -14 -15 -16 16 -18 -19 19 20 -22 22 -24 24 25 26 28 -29 -30 -31
leaf_value=-0.001278848988060287 -0.001438497301299682 -0.0023086662345287866 -0.0018651445448912059 -0.0022600836498642344 0.0024600730406412539 0.0011821649969863863 -0.0015476241121971791 0.00054715606887823518 -0.0018139589684031633 -0.0025947778732269898 0.00089050770136825397 0.0024647881530852405 0.002323209111812431 -0.0012347200748664619 -0.0015531064115083309 0.0014467237261373671 -0.0015435518102934732 -0.0014161965567006201 0.0022147401095315902 -0.0025201836711251343 0.00096854887295478155 0.002570234846901622 -0.0018875761612195039 -0.0016204686341302333 0.0020031904250851383 0.0010605903362157841 0.00056307637292246648 -0.0024102538180618711 -0.0001557076210459438 0.0025718593960043857
leaf_weight=0.001096645066766655 0.0016853067220132792 0.0011024355745288253 0.0013680414346763916 0.0015218607414584353 0.0013381316593950032 0.0023714600804343169 0.0012132690260688852 0.0010109443078292202 0.0011278084861396911 0.0014924792253481192 0.0011811974387683222 0.0017580522870233031 0.0011553116961877654 0.0017898755009997372 0.0011983777540081056 0.0042428161965233349 0.0012504341892620721 0.0011460159621634594 0.0015110190520033406 0.0014053775170426164 0.0010360187601561313 0.0010505021176925146 0.0011783463961632093 0.0010144615214073846 0.0015387445801025032 0.0010364007377461357 0.0037089146604181167 0.0016445641814559764 0.003909671448309596 0.0016942503851922076
leaf_count=205 101 463 162 168 60 121 53 35 213 39 30 132 35 92 21 81 151 15 25 161 28 53 165 41 16 15 125 43 241 31
internal_value=0 2.47746e-05 -8.08882e-05 -2.26685e-05 0.000976422 0.000403971 3.90852e-05 -0.0011396 0.000117065 0.000175678 -0.00105502 0.000271103 0.000337429 0.00026599 0.000354569 0.000433061 0.000302546 0.000390933 0.000473869 0.000274738 -0.00103972 0.000450226 0.000291294 0.000455901 0.000303216 0.000447424 0.000247827 -0.0010685 0.00062677 0.00119296
internal_weight=0 0.0480934 0.0432872 0.0421848 0.00480624 0.00346811 0.0408167 0.00253281 0.0382839 0.0371561 0.00267368 0.0344824 0.0332692 0.0321138 0.030324 0.0291256 0.0273675 0.0261171 0.0249711 0.0207283 0.0024414 0.0182869 0.0167759 0.0155975 0.014547 0.0135325 0.0119938 0.00268096 0.00931284 0.00540317
internal_count=3121 3020 2634 2171 386 326 2009 203 1806 1593 69 1524 1471 1436 1344 1323 1191 1040 1025 944 189 755 730 565 512 471 455 58 397 156
is_linear=0
shrinkage=0.00272125


Tree=794
num_leaves=31
num_cat=0
split_feature=39 4 3 480 3 133 16 3 0 0 0 0 41 2 474 156 13 457 2 2 2 3 2 3 43 0 0 11 52 1
split_gain=0.000440311 0.000802298 0.00063046 0.000660326 0.000599367 0.000603719 0.000802646 0.000434941 0.000654029 0.000770521 0.000825766 0.000771772 0.000558343 0.000624329 0.000555366 0.000745679 0.000527071 0.000526846 0.00054786 0.000639739 0.000518702 0.000507283 0.000630226 0.000501697 0.000640041 0.000531016 0.000282347 0.000236351 0.000231603 0.000200429
threshold=0.0046100000000000004 0.27834500000000006 0.30112000000000005 1.0000000180025095e-35 0.11296500000000002 0.085075000000000026 0.033715000000000009 -0.12018999999999998 -0.10096999999999999 -0.084269999999999984 -0.082974999999999979 -0.077809999999999976 0.079885000000000025 0.10731 0.084660000000000027 0.078780000000000003 0.14871000000000004 -0.0029299999999999994 0.11411 0.089885000000000007 0.10855000000000002 0.11658 0.092365000000000017 0.14121000000000003 -0.074359999999999996 -0.053834999999999994 -0.11756999999999999 0.079915000000000014 -0.070154999999999981 0.088340000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 7 5 6 -2 12 14 29 -11 -12 16 -14 15 17 27 -9 19 26 -18 22 -21 24 25 -13 -19 -1 -26 -10
right_child=1 -3 -4 -5 -6 -7 -8 8 9 10 11 23 13 -15 -16 -17 20 18 -20 21 -22 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=0.0028771446408879919 -0.0022868913711891542 0.0040273071708463717 0.0027049485706791992 -0.0033433248088179362 -0.0024661157743208692 0.0028697247548584034 0.0017562653536060389 -0.0018969941837216244 -0.0041246749602431437 0.00253338814484563 -0.0041246628023176215 0.0016071096289463781 -0.0034468568864499433 0.00097610067887016845 0.0024018047963777983 -0.003270168124698269 -0.002462389012108936 -0.0012080070031350229 -0.0015577411169539618 0.0027474550647294468 0.0015741725255276865 0.0040802021253265814 -0.0006573710213972373 0.0012260162834160952 -0.0039796445847690605 -0.0021080350013375788 0.00076753868923574238 0.00092458703162766375 -0.0016349576694062421 -0.0017673473988925755
leaf_weight=0.002490485959924623 0.0015621994844607903 0.001168599927648728 0.0012291055562982925 0.00117269279109422 0.0010957694485682623 0.0017377973185936924 0.0017950338937176014 0.0018910505561393629 0.001515131861073102 0.0012311320546949363 0.001215672544349288 0.001773908898694998 0.001067916938950475 0.0011043578593614711 0.0016117020723527267 0.0011960665046260041 0.0010823172672544956 0.0024552129033281744 0.0019402419767970977 0.0019052134967978418 0.0010838902403520478 0.0013110591964959895 0.0017971660472966278 0.0019415384703052041 0.0011198100746225874 0.0010371407627936006 0.0024676382649815275 0.0018292052294270889 0.0019907063558548647 0.0010311456833864696
leaf_count=68 90 128 117 235 14 91 35 39 593 116 405 135 43 31 31 42 40 31 34 21 11 19 66 18 108 57 29 113 291 70
internal_value=0 0.000892871 -0.000203845 -0.000294905 0.000301202 0.000896359 -0.00012511 -0.000201051 -0.000440102 -0.00113824 -0.000636434 -0.00106628 0.000611549 -0.00119828 0.000101386 -0.000146387 0.0012177 0.000124993 0.000446946 0.000838398 -0.000442643 0.00187545 0.00109472 -0.000593439 -0.00118999 0.000236402 -0.000217741 0.00205032 -0.00247906 -0.00317005
internal_weight=0 0.0073594 0.0404915 0.0392624 0.0061908 0.00509503 0.00335723 0.0380897 0.0294315 0.0128562 0.0103099 0.00907878 0.00865817 0.00217227 0.0165754 0.0149636 0.0064859 0.0137676 0.0118765 0.00993629 0.00216621 0.00501344 0.00370238 0.0078631 0.00592157 0.00281105 0.00492285 0.00431969 0.00311052 0.00254628
internal_count=3121 358 2763 2646 230 216 125 2411 2105 1793 1130 1014 306 74 312 281 232 239 200 166 51 106 87 609 591 192 60 181 399 663
is_linear=0
shrinkage=0.00412451


Tree=795
num_leaves=31
num_cat=0
split_feature=31 1 0 3 457 47 48 48 50 4 4 52 52 43 474 159 1212 0 133 15 133 160 51 4 402 11 16 15 0 2
split_gain=0.00341697 0.00236068 0.00267485 0.00297713 0.00302866 0.00260776 0.00249172 0.00273255 0.00294231 0.00294449 0.00233611 0.00348747 0.00285276 0.00231589 0.00223227 0.00171379 0.00166976 0.00179943 0.00266244 0.00198613 0.00239083 0.00183436 0.00179343 0.00163795 0.00157226 0.00140874 0.00121586 0.00186777 0.00158879 0.00322092
threshold=-1.0000000180025095e-35 0.098700000000000024 -0.060129999999999996 0.090900000000000009 0.082380000000000009 0.087885000000000019 -0.086869999999999989 0.12879500000000002 0.11843500000000001 -0.17966999999999997 -0.49405499999999997 0.11008000000000001 0.11434500000000002 -0.25681499999999996 -0.14697499999999997 0.092630000000000018 -0.50120999999999993 -0.13027499999999997 0.083950000000000011 0.083935000000000023 0.091935000000000003 0.086325000000000013 0.045645000000000005 0.033845000000000007 -0.50169499999999989 0.076160000000000019 -0.065229999999999996 -0.055554999999999993 -0.20211999999999997 0.099515000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 16 -5 6 -3 8 9 -8 11 -4 15 -11 -15 -12 -2 21 25 -20 -21 22 23 -18 -22 -19 28 -28 -7 -30
right_child=1 5 10 4 -6 26 7 -9 -10 13 12 -13 -14 14 -16 -17 17 18 19 20 24 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.0010008823540110015 0.00065024798231021609 -0.00062510097930930765 -0.00084839777508128721 -0.00036051730215670816 0.0007166731641159034 -0.00057378350797830224 -0.00097811683399304196 -0.0003641159120795057 -0.00058185711403848186 -0.00073201514642277617 0.00059148454620585288 0.00052278070824796931 -0.0007426894837033205 -0.00042489300372704436 0.00078609418766904218 -0.00032032480969291117 -0.00087162637607387204 -0.0010002176198870459 -0.0008030707037107956 0.00081276539503132483 0.00053095764579629977 -0.00075311343101154495 0.00049833038697693526 0.00016369334853022941 -0.0010001899340720663 5.6753944947882444e-05 -0.00092145537949099565 -3.75241313839432e-06 -0.00021153498751665844 0.00092049140628663862
leaf_weight=0.0031540669602776452 0.001394816617434457 0.0028838984030699058 0.0051463782010330306 0.0052568092303317826 0.0051854247321898583 0.0034500232886784951 0.0011879153211680161 0.0046786326884102883 0.002472183679628869 0.0011825633009721051 0.013136346388080256 0.002900744199777705 0.0023091309017502218 0.0016357759195670942 0.021955092763491283 0.002445332028685244 0.002904489235305615 0.013232037419459889 0.0035594026235763465 0.0027868149257983532 0.0010199486496844656 0.004178767566230591 0.0046186205691753912 0.0032253649072799817 0.0019588467617879246 0.0013939585192019885 0.0043590830824200566 0.0045157761749123893 0.0068191139938562628 0.0039813356281683809
leaf_count=86 27 25 76 37 21 24 72 22 25 9 111 15 33 3 389 25 44 1029 445 22 17 42 42 35 252 17 76 26 37 37
internal_value=0 -5.20386e-05 -0.000167847 -0.000301447 0.000174396 9.81118e-05 0.000266457 0.000344108 0.000460643 0.000559916 9.3375e-05 -0.000354129 0.000294658 0.000633666 0.000702125 0.000448388 -0.000424827 -0.000463396 -0.000633247 -0.000215667 0.000146968 -0.000190869 2.77193e-05 -0.000326869 -0.00047592 -0.000899481 -0.000163929 -0.000454502 1.70337e-05 0.00020576
internal_weight=0 0.135775 0.0766532 0.0507153 0.0104422 0.0591214 0.0359961 0.0331122 0.0284335 0.0259613 0.0259379 0.00804712 0.0178908 0.0247734 0.0235909 0.0155817 0.0402731 0.0388783 0.023951 0.00932501 0.00576561 0.0149272 0.0107485 0.00612985 0.0029788 0.014626 0.0231253 0.00887486 0.0142505 0.0108004
internal_count=3121 3035 2290 2030 58 745 545 520 498 473 260 91 169 401 392 136 1972 1945 1782 736 291 163 121 79 269 1046 200 102 98 74
is_linear=0
shrinkage=0.00100006


Tree=796
num_leaves=31
num_cat=0
split_feature=4 151 31 39 16 1456 0 0 47 13 42 1 16 14 15 43 52 44 15 4 2 43 43 4 16 4 1 16 42 16
split_gain=0.00240526 0.00253356 0.00229033 0.00222538 0.00238361 0.00180473 0.00163133 0.00277992 0.00220671 0.00190874 0.00189752 0.00185358 0.00185051 0.00189857 0.00209824 0.00218654 0.00198272 0.00156949 0.00152515 0.00192851 0.00128326 0.00144121 0.00154631 0.00108169 0.000986675 0.000933102 0.000887641 0.0015404 0.000774936 0.00077319
threshold=0.27287000000000006 -0.27559499999999998 -1.0000000180025095e-35 0.16946000000000003 0.51524500000000006 0.091180000000000011 -0.062294999999999996 -0.10607499999999999 0.096770000000000009 -0.0034749999999999994 0.091545000000000015 0.08844500000000001 -0.36241499999999999 0.062655000000000016 -0.11713499999999999 -0.04890499999999999 1.0000000180025095e-35 0.13799000000000003 0.091295000000000015 -0.083854999999999985 -1.0000000180025095e-35 -0.083684999999999996 0.093175000000000022 -0.49013999999999996 0.22339500000000004 -0.37944499999999992 0.111945 -0.54165499999999989 0.086325000000000013 -0.51370499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 6 26 7 12 20 10 11 18 29 14 -14 -16 -17 -11 19 -9 -8 23 24 -22 25 -23 27 -3 -13 -4
right_child=1 5 3 -5 -6 -7 8 9 -10 17 -12 28 13 -15 15 16 -18 -19 -20 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.001243927900159507 -0.0012051126177482726 0.001243688882825251 -0.00021411711964124463 0.00124416889057471 -0.0011247151441537513 -0.00093992128778766818 0.0012274939083755482 0.00040936969913082531 0.00095639530750351741 -0.0012436462621898963 -0.0011073985997573129 0.00089907136159806864 -0.00064693775906837499 -0.00087443593972248029 0.0010956690189887716 -1.9757002200082721e-05 0.0010350116959948791 0.00040973105129514303 0.00055794579155402199 -0.0011149637970005878 -0.00016920524928733528 -0.0008731517898891109 0.00017166209014366529 0.00068348256091965546 -0.0012437526857785857 0.00027154170270741264 0.001001956981642125 -2.0448987574446477e-05 -0.00018113991624206098 -0.0010923253293155504
leaf_weight=0.0019228422838324368 0.0013669353143086474 0.0021637000139094198 0.0033002334390630494 0.0017959254422521545 0.0037480419123099287 0.0011412988069423599 0.0012225985493614635 0.0017427426629144068 0.0043103444017447137 0.0071547437893748622 0.0035819019209455396 0.0031250344410267425 0.0037907076499550342 0.0027221232086844785 0.0048386975221887943 0.016055586581785523 0.0033263714126405821 0.001013442401017528 0.0018734359731489292 0.0048671689095556329 0.0042549451724482878 0.002330359373942768 0.0051612387788821934 0.0050070982260876883 0.0031429564431704193 0.002087182310191343 0.0069217709129532068 0.0047892707855510253 0.0015293539860792293 0.0029228198420412346
leaf_count=48 15 38 36 14 145 11 15 174 44 379 374 75 55 65 51 112 22 3 91 646 26 27 34 41 81 63 240 48 88 60
internal_value=0 0.000415572 -9.96024e-05 -0.000126823 -0.000153268 0.000563106 -0.000112522 -0.000224588 0.000139346 -0.000545839 -0.000305151 -8.64238e-05 -8.24609e-06 0.000116959 0.000213302 0.000347936 0.000161265 -0.00103851 -0.000432378 -0.000713064 -1.24119e-05 -8.13676e-05 -0.000353023 0.000291761 -0.000711205 -0.000332312 0.000686741 0.000372939 0.000544132 -0.000626591
internal_weight=0 0.016383 0.0968279 0.0949051 0.0931091 0.015016 0.0893611 0.0618444 0.0275167 0.0248878 0.0167196 0.0131377 0.0369565 0.0307335 0.0280114 0.0242207 0.019382 0.00816819 0.00848335 0.00660991 0.0232064 0.0219838 0.0127217 0.00926204 0.0075605 0.00441754 0.0138747 0.00695297 0.00465439 0.00622305
internal_count=3121 352 2769 2721 2707 337 2562 2231 331 1830 1448 1074 401 305 240 185 134 382 911 820 287 272 205 67 171 90 326 86 163 96
is_linear=0
shrinkage=0.00124344


Tree=797
num_leaves=31
num_cat=0
split_feature=160 1 51 52 47 1 15 48 48 14 15 0 159 0 4 2 16 0 0 0 49 150 15 15 151 15 43 4 49 13
split_gain=0.000466183 0.000567835 0.000870271 0.000621813 0.000723205 0.00081144 0.00070715 0.000610926 0.000579407 0.000869587 0.000612879 0.000524375 0.000494136 0.000557248 0.000884962 0.00119322 0.00116682 0.000864455 0.000589451 0.00121609 0.000732585 0.000622294 0.000997696 0.000492043 0.000480357 0.000461796 0.000427243 0.000346008 0.000168513 0.000128126
threshold=-0.40698999999999991 0.094385000000000011 0.08955500000000001 -0.24456499999999998 0.093140000000000014 0.13534000000000004 -0.10653 -0.086869999999999989 0.12879500000000002 -0.24175999999999997 0.050935000000000008 -0.081894999999999982 0.091530000000000014 -0.077999999999999986 -0.49013999999999996 0.10731 0.38525000000000004 -0.082974999999999979 -0.084269999999999984 -0.098289999999999975 -0.086009999999999989 0.083095000000000016 -0.008624999999999999 0.084195000000000006 -0.029339999999999995 0.079055000000000014 -0.010344999999999998 0.09173000000000002 -0.070909999999999987 -0.0093149999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 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 27 7 6 26 -5 9 11 28 -9 13 17 16 23 -15 18 19 20 -2 22 24 29 -22 -24 -6 -3 -11 -16
right_child=1 3 -4 4 5 -7 -8 8 -10 10 -12 -13 -14 14 15 -17 -18 -19 -20 -21 21 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0021864637953922942 -0.0027222547195945098 -0.0022815860662222481 -0.0030262835352463653 -0.0015111856964922111 0.0015204252772310614 0.0024099071733384809 -0.0028250476344611024 -0.0013926833330427154 -0.00073842072288139737 0.0018902736284242628 0.0005478214089704958 0.0017777459799377469 -0.0022683150680709949 -0.0038110479628573851 0.0036886418897951068 -0.0011596574715196858 0.0012807953552225841 -0.0038105487362827964 0.0022439238143653114 -0.0038105325373389894 -0.00019768377885745863 0.0025665760478412606 0.0029481248523971059 0.00028124239326296756 -0.0038107211710610455 -0.00025487930075704872 -0.0012263049897684763 0.00018448763213514232 0.0034451599459554131 0.0021052275017411875
leaf_weight=0.0014157398573391147 0.0011860608977656284 0.0016816635034118113 0.0016793469497522464 0.0010848892847548077 0.0015699591237989807 0.0012668513340656773 0.0019242877375162939 0.0016421400146100495 0.0015055693963859076 0.001311405367477648 0.0018107506889180058 0.0014059311923517752 0.00152972193708134 0.001265683027668274 0.0023834002036746682 0.0018214004344114798 0.00135080097811624 0.0010905268980381235 0.0012199698417632012 0.0014230885138397662 0.0010215543418610196 0.0016348355671240711 0.0013689261691069978 0.0011110886717791146 0.0011200661607233542 0.001250616369045332 0.0017263240067677543 0.001623636160559272 0.0044325083995353509 0.0010773813873541406
leaf_count=240 28 139 158 26 22 28 70 25 20 89 75 76 172 34 50 158 8 319 98 565 16 29 18 143 92 52 41 13 285 32
internal_value=0 3.31015e-05 -0.000382943 0.000459075 0.000715911 -0.000325739 -0.000989585 0.00122812 0.00147355 0.00178765 0.0024808 6.96859e-05 -0.000179829 -2.2646e-05 0.000684419 0.00144839 -0.0011823 -0.000585626 -0.000241682 -0.000578419 2.82211e-05 0.000538264 -0.000158196 0.00248741 -0.0020873 0.00141895 8.19122e-05 -0.0010702 0.00309016 0.00319571
internal_weight=0 0.0465204 0.0235345 0.0229859 0.0196806 0.00648742 0.00522057 0.0131932 0.0121083 0.0106027 0.00755466 0.00304807 0.0218551 0.0203254 0.00900975 0.00639327 0.00261648 0.0113156 0.0102251 0.00900515 0.00758206 0.006396 0.00476116 0.00457187 0.00214162 0.00261954 0.00329628 0.0033053 0.00574391 0.00346078
internal_count=3121 2881 1972 909 757 161 133 596 570 550 449 101 1814 1642 425 383 42 1217 898 800 235 207 178 225 108 70 63 152 374 82
is_linear=0
shrinkage=0.00381041


Tree=798
num_leaves=31
num_cat=0
split_feature=39 16 123 1456 133 151 1348 4 14 124 3 50 403 159 49 15 15 131 52 133 3 4 16 42 16 43 0 3 150 15
split_gain=0.00231174 0.00239817 0.00226416 0.00265021 0.00162822 0.00161432 0.00221719 0.00214264 0.001956 0.00156142 0.00191596 0.00222642 0.0019143 0.00177654 0.00158182 0.00239286 0.00245169 0.00168865 0.00313823 0.00263877 0.00272718 0.00182229 0.001567 0.00163446 0.00207589 0.0018439 0.00261552 0.00164702 0.00237543 0.00152592
threshold=0.16946000000000003 0.51524500000000006 1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 -0.40381499999999992 0.090205000000000021 0.27287000000000006 0.076175000000000007 -1.0000000180025095e-35 0.14121000000000003 0.10124500000000002 -0.092474999999999988 0.09320500000000001 0.10247500000000002 -0.11713499999999999 -0.10653 0.10033500000000002 -0.15275999999999998 0.093615000000000018 -0.12018999999999998 -0.39518999999999993 -0.25582999999999995 -0.093284999999999993 -0.15012499999999998 0.0047850000000000011 -0.070154999999999981 0.090900000000000009 0.087380000000000013 -0.020484999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 -1 7 8 9 -7 11 12 -11 14 15 -14 -17 18 -18 20 -20 -22 -23 -24 -25 26 27 28 -26 -6
right_child=-2 -3 4 -5 29 6 -8 -9 -10 10 -12 -13 13 -15 -16 16 17 -19 19 -21 21 22 23 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0012212593206317002 0.0013466106592866843 -0.0010276102702618459 -0.00065112875773164301 -0.001346232957442191 0.0012679113338105125 -0.0010655451579593535 0.0012692945061147682 0.00047225004170655505 -0.0012058580732613527 -0.0013460174668725076 0.00054389189994574706 -0.0012313380024203009 -0.0012213823815418138 -0.0010831173179930975 0.00089029400311391659 0.0011711501396602666 -0.0013461363165922942 0.00080174744443171767 0.00072866302833709835 -0.0013464585858856495 -0.0013464778647490953 -0.00073782469033155851 -0.0013466088781486603 0.0012529602902280721 -2.358322494569747e-05 -0.0013463259888945116 0.0013001062154093653 0.00047356730487432434 -0.0013465580568943812 0.00017583379918627764
leaf_weight=0.0020630668477679128 0.0021724098375273107 0.0044194750827841736 0.0016980781845177271 0.002900627154739154 0.0052002095982715 0.0028471809929442307 0.0023653698208363485 0.012535834394853396 0.0029175584073755081 0.0020781984201363448 0.0087519547798819985 0.0031380755623509051 0.0029590792646025923 0.0028118421384100136 0.0034964460271069689 0.0031662794114595263 0.0034705348128909455 0.0039656135186163502 0.0087432412768748552 0.0025849466821057368 0.0020262379916857606 0.0049636326817505813 0.0013981212605482787 0.0027669331582273844 0.011946089545954643 0.0016575706504440282 0.0029964827592864019 0.0075791794579345142 0.0030957577312449311 0.0041816385548827375
leaf_count=58 23 161 29 254 181 40 30 200 79 289 73 247 71 133 82 10 117 91 49 80 21 40 70 14 388 130 26 29 60 46
internal_value=0 -5.38611e-05 -1.80901e-05 -7.6899e-05 0.000561647 -4.22706e-05 -1.89416e-05 -4.88459e-05 -0.000121947 -8.53637e-05 -5.198e-05 -0.000121659 -7.30958e-05 -3.51026e-05 9.00124e-06 -3.96628e-05 1.8269e-05 -4.55545e-05 -0.00010868 -2.23695e-05 5.01865e-05 -0.000104174 -3.50275e-05 7.59271e-05 0.00014213 2.94416e-05 0.00011846 -3.80661e-05 -0.000295864 0.000781155
internal_weight=0 0.124725 0.120306 0.109226 0.0110799 0.106325 0.104262 0.101897 0.089361 0.0864434 0.0835962 0.0748443 0.0717062 0.069628 0.0668161 0.0633197 0.0603606 0.0571943 0.0532287 0.0497582 0.0471732 0.03843 0.0364038 0.0314401 0.030042 0.0272751 0.0256175 0.022621 0.0150418 0.00938185
internal_count=3121 3098 2937 2681 256 2427 2369 2339 2139 2060 2020 1947 1700 1411 1278 1196 1125 1115 1024 907 827 778 757 717 647 633 503 477 448 227
is_linear=0
shrinkage=0.00134594


Tree=799
num_leaves=31
num_cat=0
split_feature=484 15 11 3 133 2 14 3 0 43 42 43 4 156 160 42 1 48 13 133 47 49 1 2 16 4 52 2 3 13
split_gain=0.000434687 0.000526609 0.000552218 0.00058427 0.000573273 0.000733628 0.000541965 0.000471049 0.000811331 0.000744283 0.00104809 0.000784993 0.000726126 0.000584555 0.000539233 0.000506299 0.000527617 0.000729518 0.000549314 0.00105182 0.000584677 0.000911768 0.000968867 0.000608748 0.000457133 0.0004327 0.000427756 0.000425052 0.000253152 0.000212943
threshold=-0.0068949999999999992 -0.24436499999999997 0.081790000000000015 -0.12018999999999998 0.0068000000000000014 0.086590000000000014 -0.46885499999999997 -0.078934999999999991 -0.10607499999999999 -0.074359999999999996 -0.094469999999999985 -0.0037449999999999996 -0.083854999999999985 0.091255000000000017 -0.080409999999999995 0.091545000000000015 0.13756000000000004 0.12879500000000002 -0.53104499999999988 0.091250000000000012 0.092710000000000015 -0.069799999999999987 0.095285000000000022 0.091185000000000002 0.013515000000000001 0.00063500000000000004 -0.081429999999999989 0.086950000000000013 0.084940000000000015 0.14871000000000004
decision_type=2 2 2 2 2 2 2 2 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 6 3 4 5 -3 -2 8 -5 10 -9 -11 27 15 -12 16 17 18 -13 20 21 26 23 28 -14 -1 -20 -10 -23 -7
right_child=1 2 -4 7 -6 29 -8 9 12 11 14 13 24 -15 -16 -17 -18 -19 19 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0032041000371238744 -0.00067592887865723227 -0.0010108885300828757 -0.0019910690147672771 0.0013461089807397042 -0.0010430845795429819 0.0033510349236250455 0.0024931779348999331 -0.0013233650665819181 0.0013769258017454491 -0.0027924592609506757 -9.7224924749419404e-05 -0.0019308789927135282 -0.003735921974525823 -0.0027912754557722665 0.0029495933361969118 -0.0024518169909727534 0.0025479510299437546 -0.0028871438411151415 0.00036076856065166986 0.0037231234007233686 -0.0021453780692464734 -0.00037014178350963878 0.0030073296281743537 -0.0021963442920134714 -0.00085460060776452649 -0.00028944559891171031 -0.0026930693935244298 -0.0018556049405159217 0.0018404636962165404 0.0014578201967707359
leaf_weight=0.0011509170546464267 0.0011137469888282681 0.0010201985627702461 0.001957924583631864 0.0016233344184612931 0.001302814748200376 0.0020745499346901397 0.0023255171582867709 0.0016190721090936222 0.001304391668262901 0.0015752385774883129 0.001076700616556181 0.0013617943137660413 0.0022315314770395877 0.0010173155996540109 0.0032804730844055987 0.0010009543483597829 0.0013210573286528407 0.0010697159721075886 0.0011303402860391998 0.001316992483049618 0.0013171711642101522 0.0011752863600769138 0.0026289738248408412 0.001152932248571048 0.0011720060677373745 0.0018588528938070503 0.0014758608698457465 0.0010050943707939908 0.0018783446289205585 0.001381028319883626
leaf_count=323 35 36 135 35 35 41 197 29 207 181 80 13 686 69 159 120 27 18 22 13 29 46 66 73 145 180 27 55 22 17
internal_value=0 6.35473e-05 -5.5712e-05 4.26772e-05 0.00113781 0.00177262 0.00146692 -0.000150645 -0.000984446 9.02014e-05 0.00124305 -0.000264535 -0.00164666 -4.14088e-05 0.00219669 0.000124817 0.000287757 8.19419e-05 0.000318298 0.000571936 0.000186201 0.000511469 0.00122828 0.000116429 -0.00274374 -0.00140399 -0.00136858 -2.988e-05 0.000989642 0.00259441
internal_weight=0 0.0439104 0.0404711 0.0385132 0.00577859 0.00447578 0.00343926 0.0327346 0.00733636 0.0253982 0.00597625 0.019422 0.00571302 0.0178467 0.00435717 0.0168294 0.0158285 0.0145074 0.0134377 0.0120759 0.0107589 0.00944174 0.00683554 0.00420656 0.00340354 0.00300977 0.0026062 0.00230949 0.00305363 0.00345558
internal_count=3121 2618 2386 2251 129 94 232 2122 1128 994 268 726 1093 545 239 476 356 329 311 298 285 256 207 141 831 503 49 262 68 58
is_linear=0
shrinkage=0.0037357


Tree=800
num_leaves=31
num_cat=0
split_feature=39 9 2 4 1446 1425 1 42 40 42 52 52 151 15 4 0 2 474 13 4 52 50 50 52 131 151 52 3 16 3
split_gain=0.00230708 0.00233137 0.0026233 0.00208398 0.00195225 0.00155696 0.00172012 0.00213422 0.00202999 0.00153798 0.0022392 0.00167755 0.0014783 0.00183564 0.00156962 0.00141684 0.0014916 0.00140726 0.00186535 0.00164235 0.00181653 0.00128287 0.00218965 0.00127208 0.00114939 0.00104974 0.00107616 0.0010469 0.00185882 0.00101918
threshold=0.16946000000000003 -0.036024999999999995 0.088850000000000012 0.23246000000000003 0.08393500000000001 1.0000000180025095e-35 0.091785000000000019 -0.088934999999999986 -1.0000000180025095e-35 0.091735000000000025 0.11008000000000001 0.11434500000000002 -0.40381499999999992 -0.074054999999999996 -0.062539999999999984 -0.019414999999999998 0.092875000000000013 0.084660000000000027 -0.020934999999999999 -0.083854999999999985 -1.0000000180025095e-35 0.10030500000000002 0.10124500000000002 -0.065544999999999978 0.10340500000000001 -0.024429999999999997 -0.077024999999999996 -0.08824499999999999 0.052820000000000013 0.10732000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 17 5 6 7 -4 -8 11 -11 15 -10 -14 -15 16 -9 19 -19 20 -3 24 -23 -16 25 26 -21 28 -22 -18
right_child=-2 2 4 -5 -6 -7 8 9 12 10 -12 -13 13 14 23 -17 29 18 -20 21 27 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012688570722083027 0.0012691031899199508 -0.0012686867542921166 -0.0012685497858782265 0.000188456692209314 -0.0011205212687638727 -0.0012692898185386954 0.0011410689417085493 0.00031527244222877006 -0.0010131864031045325 -0.0012686067789080449 0.00088153142730982323 -0.00087329061926498704 0.00064805330157675792 -0.00071840436400069099 -0.00033045449346852114 0.00066536837217976439 -0.0010807418853033717 -0.00099234637755846221 0.00073643834806216368 0.00033411120495057946 -0.0012683832571701002 0.0011739091314131613 -0.0012683881398004072 0.00071722823655437893 4.1115537466680525e-05 -0.0011887057687568409 -0.00099985643837194739 0.0010769187635536657 0.0008773173367794733 0.00019303913695068313
leaf_weight=0.0020995781072201672 0.0021629974339703031 0.0014262793607322521 0.0021898705831588918 0.0094241099931196004 0.0021010713891680402 0.0012647994715777591 0.0046203000155173859 0.0081594990218150018 0.0014582130376652449 0.0029232308629225648 0.0010622602548266968 0.0022931515786872572 0.012078041671443881 0.0038657970773385841 0.0032340957168344175 0.0085922235278559425 0.0027123435715594732 0.0015051190165316086 0.0030154767082137815 0.0016793608230898371 0.0012503548456290758 0.0013374792938520832 0.0010573422671438237 0.0044014419207769641 0.0018972994218273689 0.012099009431954855 0.0023123339657509226 0.0019411383171714638 0.0013513969169309803 0.0016103629259305308
leaf_count=89 23 67 133 85 107 54 132 163 20 164 84 106 165 85 17 50 160 112 42 58 176 6 123 61 65 591 81 89 6 7
internal_value=0 -5.4198e-05 -8.12033e-05 -0.000333584 8.1345e-05 0.000123108 0.000152856 -6.37575e-05 0.000368629 3.26975e-05 -0.000695527 0.000156901 0.000226087 0.000302728 -5.99138e-05 0.000268998 -3.84668e-06 -0.000492941 0.000160845 -0.000605096 -1.99992e-05 -0.000776443 9.56058e-05 0.000273473 -0.000892543 -0.00100263 -0.000438638 0.000372037 -0.000153868 -0.000606213
internal_weight=0 0.104963 0.102863 0.0402967 0.0625667 0.0604656 0.0592008 0.0295429 0.0296579 0.0273531 0.00398549 0.0233676 0.0250376 0.0235794 0.0115013 0.0210744 0.0124822 0.0308726 0.0045206 0.026352 0.00596917 0.0203828 0.00239482 0.00763554 0.017988 0.0160907 0.00399169 0.00454289 0.00260175 0.00432271
internal_count=3121 3098 3009 1501 1508 1401 1347 867 480 734 248 486 348 328 163 380 330 1416 154 1262 338 924 129 78 795 730 139 271 182 167
is_linear=0
shrinkage=0.00126831


Tree=801
num_leaves=31
num_cat=0
split_feature=14 3 124 42 484 3 4 475 1213 49 160 4 2 156 1374 0 150 48 13 131 16 40 16 4 1 12 47 49 48 12
split_gain=0.000460995 0.000535083 0.000577652 0.00049698 0.000494468 0.00048208 0.000793853 0.000467999 0.000805106 0.000449788 0.000431193 0.000409744 0.000592956 0.000454477 0.00038842 0.000505276 0.000473052 0.000450183 0.000385511 0.000738579 0.000530815 0.000410178 0.000627791 0.000388254 0.000768312 0.00051705 0.000385596 0.000305681 0.000501216 0.000919711
threshold=0.076175000000000007 0.30112000000000005 -0.043384999999999993 -0.025789999999999997 -0.0068949999999999992 -0.20241999999999996 -0.111605 -0.083709999999999993 -1.0000000180025095e-35 0.27293500000000009 0.058535000000000011 0.27044500000000005 0.113445 0.088305000000000008 -0.094929999999999987 -0.23051499999999997 0.08882000000000001 0.083685000000000009 -0.094514999999999988 0.10033500000000002 -0.086989999999999984 0.0064400000000000004 0.16703000000000004 -0.083854999999999985 0.095285000000000022 0.085955000000000018 0.093140000000000014 0.10247500000000002 0.086125000000000021 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 -1 10 6 -6 -7 -9 11 -4 13 -13 14 -10 -16 17 18 20 21 -17 22 23 25 -25 -20 -26 28 -19 -30
right_child=-2 -3 4 -5 5 7 -8 8 9 -11 -12 12 -14 -15 15 16 -18 27 19 -21 -22 -23 -24 24 26 -27 -28 -29 29 -31
leaf_value=-0.00017152134356607975 -0.0017187657490567558 0.0019729523235676454 -0.0026366220703359288 0.0023085672078615783 -0.00019948551850149798 0.0017197015065978825 0.0032523848670689224 -0.0028127280725738098 -0.0014836638381345252 -0.0022371474420890586 5.3621247560322923e-05 -0.00029694920043843909 0.0022600671056153213 -0.0021357762185498065 0.0020659156542646713 0.0016924326565618032 -0.0019460249548191701 0.0023932228169267675 0.0019694783098386042 0.0019062357331353422 -0.00055516881415477841 0.00097982149707774081 -0.0032525280875339781 -0.0025948347342472874 0.0012240956913650508 -0.0010492120614814199 -0.001322974905310532 0.0022481722423606473 -0.0021454621543565621 0.0014522532226805749
leaf_weight=0.0015011510299380859 0.0016393808706389726 0.0014608153612805088 0.001510152287647947 0.0019840108470621223 0.0017053478238082675 0.0013541686815461409 0.0012008275498658341 0.001229735318933888 0.0019981599224365701 0.0010358652109943014 0.0010813236591880049 0.0019916423811778819 0.0018502476804087564 0.0012260530874703681 0.0011997327194990135 0.0021782609514104934 0.0013782505640520517 0.0010059153922892241 0.0010895597350994895 0.001122398167403559 0.0022689285293608875 0.0011105421165211746 0.0012485238255255382 0.0024103237715307471 0.0012814121895559083 0.0013359324562554065 0.0012339812727901744 0.0012477751278652249 0.0014324919912613865 0.0015808799152647879
leaf_count=55 101 130 334 176 75 132 44 445 20 39 130 58 85 140 17 27 41 21 33 74 26 12 102 484 37 105 19 25 57 77
internal_value=0 3.74465e-05 -2.86245e-05 0.00124033 -0.000141132 -4.42294e-05 0.00122682 -0.000153482 -0.000231635 -0.00012999 -0.00151409 -5.76928e-05 0.000934505 -0.000202362 -0.000108008 1.08585e-05 -0.000101593 2.21282e-05 -0.0002605 -0.000591482 0.00054572 -0.00088019 -0.00112039 -0.000758264 -0.00128273 0.000306819 -2.54255e-05 0.000842039 0.00040551 -0.000258023
internal_weight=0 0.0442544 0.0427936 0.00348516 0.0393084 0.036717 0.00290618 0.0338108 0.0324566 0.0312269 0.00259148 0.030191 0.00384189 0.0263491 0.0251231 0.0231249 0.0219252 0.0205469 0.0152799 0.0108327 0.00444719 0.00971028 0.00859973 0.00735121 0.00492572 0.00242549 0.00251539 0.00526706 0.00401929 0.00301337
internal_count=3121 3020 2890 231 2659 2195 119 2076 1944 1499 464 1460 143 1317 1177 1157 1140 1099 919 866 53 792 780 678 540 138 56 180 155 134
is_linear=0
shrinkage=0.00325215


Tree=802
num_leaves=31
num_cat=0
split_feature=160 403 2 41 123 2 457 2 15 52 49 4 0 0 159 403 1374 4 15 1 16 16 52 4 15 1 0 2 150 4
split_gain=0.000445791 0.000463755 0.0004452 0.000699339 0.000679051 0.000668314 0.000540222 0.000530754 0.000618825 0.000521849 0.000906713 0.000563593 0.000695088 0.00052682 0.000501997 0.000445138 0.000508211 0.000451888 0.000529359 0.000427567 0.000384272 0.000563546 0.000518865 0.00054981 0.000532745 0.000444292 0.000360516 0.00035529 0.00025353 0.000221205
threshold=-0.40698999999999991 0.090990000000000015 0.098035000000000011 0.078475000000000017 0.08592000000000001 -0.0091949999999999983 -0.0029299999999999994 0.11215000000000001 -0.013969999999999998 0.077655000000000016 -0.043469999999999995 0.27834500000000006 -0.15202999999999997 -0.071924999999999989 0.091530000000000014 -1.0000000180025095e-35 -0.094929999999999987 -0.46376499999999993 -0.11713499999999999 0.086560000000000012 -0.077589999999999978 -0.014034999999999997 -1.0000000180025095e-35 -0.014149999999999998 -0.016799999999999995 0.077565000000000009 -0.11173999999999999 0.10381000000000001 0.091355000000000006 0.022185000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 7 -2 -7 8 -4 10 28 29 -13 -11 15 -8 -17 -18 -19 27 25 -22 23 -23 -25 -20 -27 -10 -9 -12
right_child=1 -3 4 -5 -6 6 14 9 19 13 11 12 -14 -15 -16 16 17 18 20 -21 21 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.0025488277297362697 0.0024634768422383295 -0.0021867478877422397 0.0033342304418888407 -0.0034045083218284733 0.0037077647440669475 -0.0027154277241111919 -0.0021286224950073573 6.4568586874761444e-05 0.0033439250343569832 0.0036870567473443845 -0.0018575034803339451 -0.002698593738112993 0.0017788483462065463 -0.0004683554729003872 -0.0031255149891592469 -0.0024847761492005336 -0.0023593057015747669 -0.0020653089982408247 -0.00012809947725230019 -0.0018880951899089757 -0.001830619266831635 -0.0020692253601265224 0.0031443634702487152 -0.00029932626611390049 0.0039249206964879681 0.0038230828402755 0.0011167052913388657 -1.0028688040799902e-05 0.003128325379993174 -0.0044654759172682587
leaf_weight=0.0013604965612168387 0.0019051364886291102 0.0017763326179549557 0.0022428693455642801 0.0013246131774309325 0.0013671266470041124 0.0016941854486498533 0.0016400904002367147 0.0010323209899922841 0.0010727717248570903 0.0012082842240879188 0.0012104923522002781 0.0013240588901624051 0.0014455752842188474 0.0012242505644852741 0.0010236460977122155 0.0012006020859445235 0.0010053187811820347 0.0012257852988408697 0.0015683392742022965 0.001156276470684503 0.0018084033390643964 0.0014136334437084789 0.0016421626229457253 0.0014589870230903301 0.0010049528502236189 0.0023106214445540729 0.001704953478579796 0.0015236315078333007 0.001125073312309155 0.0013956092083780014
leaf_count=240 149 244 175 75 113 162 578 24 33 25 68 34 63 68 135 38 32 60 123 92 100 100 64 65 32 24 51 27 48 79
internal_value=0 4.68341e-05 0.000142995 -0.000251627 0.000687991 -6.68885e-05 -0.000299753 0.000429338 0.00147894 -0.000202125 -0.000782668 -0.00176389 -0.00036165 0.00159571 -8.44382e-05 8.86608e-05 0.000311164 0.000532836 0.000738492 0.00037009 0.00100467 0.00033236 0.00104101 0.000150228 0.00142359 0.00188698 0.002674 0.00137574 0.00166231 -0.00325411
internal_weight=0 0.0430361 0.0412598 0.0239314 0.0173283 0.0226068 0.0207017 0.0159612 0.00599555 0.00996566 0.00753313 0.00537574 0.00276963 0.00243253 0.0190075 0.0179839 0.0163438 0.0151432 0.0141378 0.00375268 0.0129121 0.00732814 0.00551974 0.00387757 0.00246394 0.00558391 0.00401557 0.0025964 0.00215739 0.0026061
internal_count=3121 2881 2637 1788 849 1713 1564 736 327 409 316 244 97 93 1402 1267 689 651 619 152 559 361 261 197 97 198 75 60 72 147
is_linear=0
shrinkage=0.0044645


Tree=803
num_leaves=31
num_cat=0
split_feature=147 14 11 1456 3 2 15 124 1 1 52 484 12 376 160 51 16 47 1 15 42 15 13 448 2 15 15 133 1 133
split_gain=0.000394598 0.000607837 0.000586116 0.000430084 0.000480299 0.000567972 0.000543176 0.000509865 0.000466866 0.000741632 0.00086278 0.000650281 0.000584498 0.00041412 0.00040957 0.000540354 0.000680603 0.0006418 0.00047883 0.000389198 0.00034072 0.000399175 0.000313852 0.000309628 0.000309474 0.000253374 0.000420276 0.000337732 0.000513841 0.00047301
threshold=0.089025000000000007 0.076175000000000007 0.088215000000000002 -1.0000000180025095e-35 -0.12018999999999998 0.11362000000000001 -1.0000000180025095e-35 -0.043384999999999993 0.094465000000000007 0.091095000000000023 0.11434500000000002 0.08660000000000001 -0.064509999999999984 0.048375000000000008 -1.0000000180025095e-35 0.089685000000000001 -0.071854999999999988 0.13148500000000005 0.10439500000000002 -0.095869999999999983 0.090310000000000015 -0.10653 0.021350000000000004 -1.0000000180025095e-35 0.113445 -0.090644999999999989 -1.0000000180025095e-35 0.083950000000000011 0.077565000000000009 0.10622000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 13 9 10 11 19 -10 -6 24 17 -17 18 -16 -9 21 -20 -8 -2 -14 -21 -27 28 -28 -29
right_child=23 -3 -4 4 7 -7 22 8 12 -11 -12 -13 14 -15 15 16 -18 -19 20 25 -22 -23 -24 -25 -26 26 27 29 -30 -31
leaf_value=-0.0018832758495995253 0.0023868918939981849 -0.0024571503981395035 -0.0017440990669850287 0.0022448814212954523 1.8755221037601795e-05 0.0028464752269057457 0.0010065566711656483 -0.0021823154775817122 0.002356553227416759 -0.0030032842433003965 -0.0031262072898357125 0.001889178936770614 -0.0021582609342595789 0.0021576218120273982 -0.0013295995825768324 0.0030209075578336141 -0.00010458611310665321 -0.0018951483793006926 0.0016228941671058033 0.0011490722575514657 0.0021141333867181196 -0.00069008706895049498 -0.00093129179366263518 8.6119202748295929e-05 0.0001216524861429985 -0.0018639766719372032 -0.0017408390706714462 0.001694723625689766 0.00069965530700969738 -0.00090745544562424783
leaf_weight=0.0010870777222469199 0.0011494708038739532 0.0010344707278271406 0.0018577129345587187 0.0012051811296984738 0.0017963308525956725 0.0012029805450595177 0.0013205505173630129 0.0010760529533624394 0.0011479684189907866 0.0011455113851610585 0.0010240034867077261 0.0013702361442451414 0.0013121125877795245 0.0017424950688411656 0.0012882701928589313 0.0013887036298001476 0.0013353957173194431 0.0015955860944529832 0.001225394122755576 0.001192043372884922 0.0013949652933149537 0.0017999216193516059 0.0021400282944910032 0.0011366874018463582 0.0010450904937115979 0.0015372887884277401 0.0019883667272733172 0.0018532437688492109 0.0014633702661264181 0.0010805040713837144
leaf_count=268 75 95 98 38 104 34 26 146 101 109 216 91 55 128 67 40 28 22 28 67 30 41 62 49 38 303 445 23 122 172
internal_value=0 -9.17368e-05 -2.99707e-05 5.43638e-05 0.000111802 0.000931369 0.000437594 -4.43462e-05 -0.000189236 -0.000595332 -0.000376158 -0.000132577 0.000222779 0.00107192 2.50057e-05 0.000300596 0.00148874 -0.000142526 0.000347346 -0.000404417 0.000836084 0.000246778 -0.000191812 0.00124294 -0.00114744 -0.000194526 -0.000396681 -4.34337e-05 -0.000706187 0.000736337
internal_weight=0 0.0406509 0.0396164 0.0377587 0.0366716 0.00586874 0.00466576 0.0308029 0.027264 0.0137306 0.0125851 0.0115611 0.0135334 0.00353883 0.0123854 0.0100282 0.0027241 0.00730414 0.00570855 0.0101909 0.00442028 0.00302532 0.00346058 0.00228616 0.0023572 0.00911482 0.00792277 0.00638548 0.00345174 0.00293375
internal_count=3121 2997 2902 2804 2536 160 126 2376 2144 1694 1585 1369 450 232 349 256 68 188 166 1278 99 69 88 124 93 1132 1065 762 567 195
is_linear=0
shrinkage=0.00312586


Tree=804
num_leaves=30
num_cat=0
split_feature=9 150 1456 4 11 3 160 11 13 52 457 132 1374 1 51 133 39 4 0 0 2 13 13 43 1 1 2 1 0
split_gain=0.000394399 0.000383663 0.000529825 0.000456362 0.000602758 0.000554199 0.000534715 0.000480884 0.000516326 0.000617484 0.000635727 0.000715268 0.000588893 0.000620552 0.000547926 0.000521795 0.000736556 0.000668433 0.000761081 0.00110584 0.000741249 0.000495503 0.000634798 0.00050479 0.000305541 0.000303633 0.000259089 0.000109684 1.00995e-08
threshold=-1.0000000180025095e-35 -0.22665999999999997 -1.0000000180025095e-35 0.27044500000000005 0.088710000000000011 0.11296500000000002 -0.22361499999999998 1.0000000180025095e-35 -0.084034999999999985 0.10744000000000002 0.080930000000000016 0.081465000000000024 -0.035729999999999991 0.086105000000000015 0.045645000000000005 -1.0000000180025095e-35 0.090190000000000006 -0.27825499999999997 -0.060129999999999996 -0.10607499999999999 0.081685000000000021 -0.53104499999999988 -0.47860499999999995 -0.052894999999999991 0.083345000000000016 0.11323000000000001 0.092235000000000025 0.10871500000000002 -0.082394999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 6 5 27 -4 8 14 10 11 15 -12 -14 21 -10 17 -17 19 20 -19 -8 -23 -24 -25 -7 -22 -5 -21
right_child=1 2 3 4 -6 25 7 -9 9 -11 12 -13 13 -15 -16 16 -18 18 -20 28 26 22 23 24 -26 -27 -28 -29 -30
leaf_value=0.0019414750752419548 0.0016017448964721701 -0.002456852308717632 -0.0020440226077873842 0.0017632768907925574 -0.0011559326813064118 -0.00097934172863852701 -0.0017655289364512986 -0.0020217781431281666 -0.0032523517631862808 0.0016153329972972543 -0.00088416538126759629 0.0010673145638766847 -0.00041463928563511903 0.0025904644461928203 0.0025386779357658524 -0.0029721838806029259 0.0012725379329207409 0.0015402972286551657 0.0011364545225062566 -0.0032524725580968562 -0.0026432037293024654 0.0028348791116504959 0.0016372314705831949 -0.0014706402198300589 0.00037477994238755254 0.0014684799679470666 -0.00050975518204834621 0.0032347742506181566 -0.0032382317877779317
leaf_weight=0.0010567724018937233 0.0013999703626836882 0.0010091105685185999 0.0016103264769504735 0.0010124259078594369 0.0012951318201430695 0.0011068985596836001 0.0010775533014424354 0.0013473636236653866 0.0011102200167574247 0.0016062249890531613 0.0019515895156700935 0.0018045566903546204 0.0012004795421809425 0.0018418152876122917 0.0013320739658677638 0.0018858615953334336 0.0014202371937628308 0.0014295177452368036 0.001662435499804724 0.0011043141472577523 0.0010340548532354887 0.0011278134318217781 0.0016865381667590107 0.0018043731717876099 0.0020014231709009067 0.0010390750541375837 0.0014410164861828889 0.0011379026874749343 0.0010070134402551155
leaf_count=94 29 286 221 56 31 26 9 156 408 110 20 155 54 55 90 58 40 9 60 152 24 14 191 184 79 75 35 118 282
internal_value=0 -7.10571e-05 -0.000130971 -6.93328e-05 0.000788848 0.00137511 -0.000217038 -0.000121753 -3.50585e-05 -0.000320473 -0.000485048 -0.000842632 0.000510197 0.00140466 0.000612887 -0.0011276 -0.000912848 -0.00123737 -0.000811283 -0.00134952 -0.000324209 0.000279632 0.000612521 0.000156175 -0.000500156 0.000205887 -0.00140108 0.00254196 -0.00324568
internal_weight=0 0.0404873 0.0390873 0.0380782 0.00559143 0.0042963 0.0324868 0.0308765 0.0295291 0.0204993 0.0188931 0.0138992 0.00499388 0.00304229 0.00902978 0.0120947 0.0109845 0.00956421 0.00767835 0.00601592 0.00390459 0.0076977 0.00662015 0.00549233 0.0038058 0.00214597 0.00247507 0.00215033 0.00211133
internal_count=3121 3027 2998 2712 306 275 2406 2185 2029 1462 1352 1223 129 109 567 1068 660 620 562 502 68 477 468 454 263 101 59 174 434
is_linear=0
shrinkage=0.00325215


Tree=805
num_leaves=31
num_cat=0
split_feature=0 1 15 16 133 4 2 2 1429 11 48 0 48 14 2 49 2 48 49 43 16 42 13 1 0 3 3 42 1 2
split_gain=0.000394774 0.000832977 0.000807611 0.000510753 0.000635414 0.000505398 0.000813786 0.000466942 0.000492603 0.000467829 0.000510221 0.000568417 0.000601861 0.000739738 0.000936673 0.000464188 0.000475944 0.000461991 0.000610521 0.00031737 0.000312317 0.000308459 0.000436603 0.000310881 0.000286534 0.000236411 0.000232259 0.000118512 1.98002e-06 3.78762e-13
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 0.013515000000000001 0.083950000000000011 -0.27825499999999997 0.096540000000000015 0.14753000000000002 0.084690000000000015 0.08976000000000002 -0.086869999999999989 -0.10607499999999999 0.12879500000000002 -0.23083499999999998 0.098035000000000011 -1.0000000180025095e-35 0.10774000000000002 0.086035000000000014 -1.0000000180025095e-35 -0.061959999999999994 -0.094359999999999986 0.088915000000000008 -0.0025349999999999995 0.15618500000000002 -0.13027499999999997 0.11924500000000002 0.11296500000000002 0.087075000000000014 0.10684 0.090425000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 29 6 -4 8 9 10 -3 12 13 -12 17 -13 21 18 -15 -8 -19 22 -17 -24 -20 28 -21 -5 -16 -1
right_child=2 7 5 27 -6 -7 19 -9 -10 -11 11 15 -14 14 25 16 -18 20 24 26 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0042071630166842493 0.0037983657852506403 -0.0024533546972422605 -0.003717343114988554 -0.00096068708042065809 -0.00074696436278103386 0.0021975566795687769 0.0020296622784462042 0.0028475344353076464 0.002761237490343061 -0.0025764248170282692 -0.0018209150511273565 -0.0029345848617418485 -0.0020328668592509524 0.0029908411251901518 0.0039454405772858222 0.0016433117572495831 0.0023176621197341573 -0.0026924635622705998 0.0014916947944729937 -0.0017868635347467253 0.00042851180114302845 -0.0023075252355353511 -0.0022479643215646016 0.00068188993893772659 -0.0012293076564152277 0.0018530577545276409 0.00095846852604955556 0.0010300009126018555 0.0042072936166727666 -0.0042072786227454299
leaf_weight=0.0010038087513664076 0.001341569497029127 0.0014156710514612305 0.0010742480311094482 0.0011047441354286036 0.0017659847372839543 0.0016608898946799391 0.0013903663117389442 0.0010439600276264107 0.0010770551719758705 0.0013256001174397616 0.0014601537831140385 0.00138232268496985 0.0012947079510468038 0.0020265377634629562 0.0010025031492801872 0.0015450006745156841 0.0010685425263687875 0.0010897126197590978 0.0012136064311754086 0.0011991176280545801 0.0011841851112777135 0.0016045280953598251 0.0017160200156798346 0.0010231679625576362 0.0015724373080381257 0.0014385403860472934 0.0010004818932429771 0.0010161471965974833 0.0010426578088384986 0.0010025579166446086
leaf_count=482 100 45 60 134 518 33 22 98 46 41 34 107 20 28 52 151 55 22 64 100 19 244 109 6 23 51 10 146 50 251
internal_value=0 -0.000227989 0.000833552 -0.00165869 -0.00258734 0.000204707 -0.00050493 8.98561e-05 -2.31177e-05 -0.000145994 -6.4039e-06 0.000153492 0.00069259 0.000985905 0.00137364 -0.000707884 -0.000265466 0.000495563 0.00123393 0.00045634 -0.00106714 -0.00073419 -0.000144939 -0.00115358 -4.40333e-05 0.0031598 -0.000538157 -6.92203e-06 0.00407894 -0.00420722
internal_weight=0 0.0324202 0.00766667 0.00589324 0.00377235 0.0063251 0.00466421 0.0265269 0.025483 0.0244059 0.0230803 0.0216646 0.013325 0.0120303 0.0105702 0.00833958 0.00695726 0.00708648 0.00481258 0.00358997 0.0022739 0.00588872 0.00428419 0.00273919 0.00278604 0.0034837 0.0021996 0.00212089 0.00204516 0.00200637
internal_count=3121 2796 325 1531 1251 225 192 1265 1167 1121 1080 1035 363 343 309 672 565 156 115 132 41 510 266 115 87 153 110 280 102 733
is_linear=0
shrinkage=0.004207


Tree=806
num_leaves=30
num_cat=0
split_feature=133 52 403 0 0 1 3 132 160 150 2 52 48 0 457 49 376 47 52 4 52 133 4 15 1 52 3 12 484
split_gain=0.000367784 0.000401591 0.000412869 0.000423768 0.000700082 0.000613359 0.000633978 0.000550142 0.000478956 0.000882002 0.000629812 0.000580509 0.000499616 0.000571735 0.000633318 0.000649761 0.00047053 0.000475312 0.000468151 0.000568717 0.000973848 0.000435237 0.000426531 0.000464273 0.00049877 0.00028529 0.000261315 0.000215831 0.00013941
threshold=-0.25159999999999993 -0.43320999999999993 -0.088999999999999982 -0.062294999999999996 -0.053834999999999994 1.0000000180025095e-35 -0.084074999999999997 0.079970000000000013 -1.0000000180025095e-35 -0.050224999999999992 0.113445 0.0031350000000000002 0.12879500000000002 -0.10607499999999999 -0.0029299999999999994 -0.081404999999999991 0.11357500000000002 0.085270000000000026 0.11434500000000002 -0.27825499999999997 0.096795000000000006 0.083950000000000011 0.26450500000000005 -0.11713499999999999 0.098220000000000016 -0.023194999999999997 -0.116045 0.088365000000000013 0.044540000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 6 -4 8 9 -7 28 12 13 14 -10 -16 17 18 19 20 25 -8 23 -17 -25 -6 -21 -15 -11
right_child=1 2 3 4 16 7 21 -9 11 10 -12 -13 -14 27 15 22 -18 -19 -20 26 -22 -23 -24 24 -26 -27 -28 -29 -30
leaf_value=-0.0021729395009099091 -0.0021454911023226801 -0.0020529765199364431 -0.0037358695196406822 0.0034526055857943974 -0.00026197592229838703 0.0021462265857281901 -0.0022226445713169046 0.0026534971558909151 -0.0015585101965393858 -0.0037359400037325912 0.00018015972561463659 0.0022547813460496897 -0.0023043413743237496 -0.00028495661955009677 0.0034645339108533781 -0.002042009209365616 -0.0019718016778377543 0.0026542754585340252 -0.0017441184645225381 0.0033126212850194958 0.002339470968217028 0.00083342913729407932 0.0027287285801272983 -0.00065926978019550204 0.0023264605748434504 -0.002872432435026045 0.00082419566589129166 -0.0023089162891071781 -0.0019836294930209893
leaf_weight=0.0010771594617589022 0.0011370175397935603 0.0011925744932887996 0.0011844631314783492 0.0012236410166650566 0.0011284574546674975 0.0010064239512814765 0.0011223695514614987 0.0011675691872987662 0.0013029882062767228 0.0013163721446316492 0.0014702339799939068 0.0019515624589594447 0.0011309748623489222 0.0019242886360171249 0.0014894487587397975 0.0010386366320176421 0.0010004375619061543 0.0014911402259514261 0.0012475375231115748 0.0013097832790336401 0.0013842363077856135 0.0015463516822351586 0.0011091315158253678 0.0015537562986125408 0.0015695414296601484 0.001211475608521086 0.0010700580459825915 0.0011899747955288476 0.0012215664211296939
leaf_count=187 274 401 403 48 53 18 281 79 32 158 67 63 25 127 32 17 15 43 50 58 11 249 70 31 29 32 104 113 51
internal_value=0 4.09024e-05 0.000108909 0.000181817 0.000787742 -9.41843e-05 -0.00146135 0.000163512 1.26819e-05 -0.000980364 -0.00176543 0.000361884 6.17632e-05 0.000301167 0.000826225 0.00128585 0.000456461 0.000731188 0.000341121 0.000767303 -0.000144228 -0.000451847 0.000670215 0.000121632 0.00084114 -0.00161351 0.00219374 -0.00105832 -0.00289251
internal_weight=0 0.037692 0.036555 0.0353624 0.0110668 0.0242957 0.00385318 0.0204425 0.0192749 0.0050146 0.00400817 0.0142603 0.0123087 0.0111778 0.0080635 0.00676051 0.00984313 0.00884269 0.00735155 0.00610401 0.00372417 0.00266872 0.00527107 0.00416193 0.0031233 0.00233993 0.00237984 0.00311426 0.00253794
internal_count=3121 2934 2660 2259 414 1845 933 912 833 294 276 539 476 451 211 179 366 351 308 258 96 530 147 77 60 85 162 240 209
is_linear=0
shrinkage=0.0037357


Tree=807
num_leaves=27
num_cat=0
split_feature=44 3 15 15 14 15 2 48 4 51 15 0 15 1 1 4 49 1 42 4 0 3 2 43 12 43
split_gain=0.000367702 0.000477798 0.000342791 0.000615668 0.000575329 0.00053556 0.000416327 0.000395085 0.000754225 0.000576309 0.000493237 0.000484984 0.000474835 0.000540937 0.00049213 0.000479188 0.000335406 0.000734791 0.00028239 0.000322256 0.00062438 0.000525078 0.00028647 0.000238115 0.000189542 3.62421e-05
threshold=1.0000000180025095e-35 0.30112000000000005 -0.15026499999999995 -0.11713499999999999 -0.46885499999999997 -0.10653 -0.0091949999999999983 0.093265000000000015 0.033845000000000007 0.08955500000000001 0.013270000000000002 -0.23051499999999997 -0.016799999999999995 0.11061500000000002 0.090540000000000023 0.098655000000000007 -0.072814999999999977 0.095285000000000022 0.091545000000000015 -0.49405499999999997 -0.077999999999999986 -0.084074999999999997 0.084055000000000005 -0.080884999999999985 0.078300000000000008 -0.015774999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 -5 -7 9 10 11 -9 -8 15 14 18 16 -13 -18 19 -14 21 -21 -23 -22 -6 -19
right_child=-2 -3 3 5 24 6 7 8 -10 -11 -12 12 13 -15 -16 -17 17 25 -20 20 23 22 -24 -25 -26 -27
leaf_value=-0.0014055263586964138 -0.0019435305620647851 0.0026189681429680026 -0.0025349618611771986 0.0023742474286086138 0.0026532891367873393 0.0019980024584852177 0.0023430241863075922 0.0031078476355873188 -0.0016237141587672613 -0.0024622017399714364 -0.0002096759294358668 0.00084475210832953116 -0.0016038601632569036 0.0021073484700356807 -0.002275947323937997 -0.0036103365046451764 -0.0038868428420826945 -0.00055605675293701523 -0.0016775579555726888 -0.0027264873137748417 0.0026167309626300415 0.0015229532509942593 -0.00099678322123732859 0.00070146480634567855 0.0006431818335036726 0.00048141853463832515
leaf_weight=0.0010770232644965461 0.0014428051116510679 0.0010674089237987508 0.0015670266780372045 0.0013310296549917623 0.0018959960346336393 0.0013002298332764851 0.0010217885715633123 0.0018928050324555903 0.001309433672785687 0.0019817280472915746 0.0010539112201968237 0.0013456294829561344 0.0012110471624193703 0.0016076419157684532 0.0016338628141969744 0.0011314498000025708 0.0011929839609208142 0.0010328844384872582 0.0012960166389661696 0.0011707310443029809 0.0019357620529412145 0.0015043753546830629 0.0012461557203917728 0.0019871371592375241 0.0011315061766314916 0.0010020970561761544
leaf_count=37 60 121 117 36 133 96 36 92 40 240 28 66 46 39 245 78 359 62 193 492 57 73 184 79 98 14
internal_value=0 5.75567e-05 -2.08728e-05 -0.000161669 0.00103413 -3.42559e-05 -0.000149333 -0.000254465 0.000830662 -0.000461559 0.00192131 -0.00026644 -0.000404608 -9.63597e-06 -0.000293602 -0.00134566 -0.000785407 -0.00146496 1.92967e-05 0.000262157 0.000550249 -0.000546517 0.000381361 0.00164656 0.00190203 -4.51671e-05
internal_weight=0 0.0359277 0.0348603 0.0307557 0.00410453 0.0291887 0.0278577 0.0265574 0.00425615 0.0223013 0.00294672 0.0203196 0.0192978 0.0135927 0.0119851 0.00570504 0.00457359 0.00322797 0.0103512 0.00905521 0.00784416 0.00392126 0.00275053 0.0039229 0.0030275 0.00203498
internal_count=3121 3061 2940 2672 268 2555 2519 2423 160 2263 120 2023 1987 1408 1369 579 501 435 1124 931 885 749 257 136 231 76
is_linear=0
shrinkage=0.00388662


Tree=808
num_leaves=29
num_cat=0
split_feature=484 128 1 12 48 14 4 4 1 47 16 52 3 3 150 52 1 4 12 15 1 0 4 4 0 3 16 2
split_gain=0.000360266 0.000352286 0.00037516 0.000581856 0.000575838 0.000495713 0.000426101 0.000438075 0.000407033 0.000963748 0.000573824 0.000480228 0.00056149 0.000472681 0.000514455 0.000461139 0.000434311 0.000340737 0.000569961 0.000467582 0.000757685 0.00034255 0.000259444 0.000217297 0.000204315 0.000173977 0.000114828 1.37954e-05
threshold=-0.0068949999999999992 0.086435000000000012 0.12337000000000002 0.10866500000000003 0.11951500000000001 0.076175000000000007 0.25615500000000008 0.098655000000000007 0.10060500000000001 0.096475000000000019 0.042200000000000008 0.11434500000000002 0.090900000000000009 -0.12018999999999998 0.088380000000000014 -0.066844999999999988 0.080000000000000016 -0.083854999999999985 0.088615000000000013 0.088345000000000021 1.0000000180025095e-35 -0.11437499999999999 0.024790000000000003 -0.39518999999999993 -0.050064999999999991 0.11296500000000002 -0.42170999999999997 0.10381000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=22 2 3 4 5 8 7 25 11 10 26 12 13 16 17 -14 23 24 19 20 -19 -22 -1 -2 -15 -4 -10 -28
right_child=1 -3 6 -5 -6 -7 -8 -9 9 -11 -12 -13 15 14 -16 -17 -18 18 -20 -21 21 -23 -24 -25 -26 -27 27 -29
leaf_value=-0.0025516040786932059 0.001334062455619198 -0.0015068388542934089 0.0024053545462999763 -0.0020490588065533027 -0.0021009576783755871 -0.0019787230642243593 0.0030407032721359133 -0.0010315228198165135 0.0018219292079790898 -0.0013386218176176027 -0.00020265200352679496 -0.001718240532661135 0.00053112937045268218 0.0020149060705673947 -0.0026927341766884785 0.0032696686419668793 0.0028746301128910437 -0.0031658976673048468 -0.002818768549762281 0.0019893722715051635 0.0016018495702712706 -0.00086628937603593005 -0.00028074880675393594 -0.00059084530848986711 -3.4033994814364272e-05 0.00051168746183749125 0.0028867124508295833 0.0034513787601595804
leaf_weight=0.0010895399004566811 0.0012624537948795478 0.0015969266334077128 0.0011196647304529952 0.0015572548239326514 0.0013167008181618192 0.0011423706447395423 0.0010104430743194115 0.0013751663569792072 0.0011645062747227541 0.0014001024377989779 0.0010952080725488145 0.0015897635534878321 0.0018854649965760473 0.0011161683344220741 0.0010892351408564585 0.0011975446409451243 0.0010431888108257681 0.0010324660327660938 0.0011255726652517062 0.0010152430390402145 0.0012826152010916303 0.0014017564893791246 0.0013316576793722668 0.0015637116796938166 0.0012059968594755272 0.0011941966599735565 0.0010009353373270349 0.0010622339194625852
leaf_count=369 15 186 37 144 43 62 173 14 77 35 115 250 56 195 107 19 38 275 406 57 23 67 134 33 27 39 58 67
internal_value=0 7.5433e-05 0.000153783 4.69824e-08 0.000122809 0.000241466 0.00105505 0.000511173 0.000349236 0.00114994 0.00195594 9.19586e-05 0.000269365 -4.16727e-05 -0.000464619 0.00159487 0.000971496 -0.00016792 -0.00061142 -8.63797e-05 -0.000653365 0.000313008 -0.00130263 0.000269015 0.000950806 0.00142802 0.00268838 0.00317743
internal_weight=0 0.0338469 0.03225 0.0275505 0.0259932 0.0246765 0.00469947 0.00368903 0.0235342 0.00572299 0.00432288 0.0178112 0.0162214 0.0131384 0.00926905 0.00308301 0.00386935 0.00817982 0.00585765 0.00473208 0.00371684 0.00268437 0.0024212 0.00282617 0.00232217 0.00231386 0.00322768 0.00206317
internal_count=3121 2618 2432 2169 2025 1982 263 90 1920 352 317 1568 1318 1243 1157 75 86 1050 828 422 365 90 503 48 222 76 202 125
is_linear=0
shrinkage=0.00345121


Tree=809
num_leaves=31
num_cat=0
split_feature=31 39 2 4 1447 123 457 474 4 13 457 13 132 15 52 4 151 16 13 151 49 52 3 2 15 1 52 1 50 49
split_gain=0.00186125 0.00186877 0.00200496 0.00175855 0.00155554 0.00143354 0.00150718 0.00140248 0.00150055 0.00138099 0.00126649 0.00139422 0.00222511 0.00155292 0.00186224 0.00214096 0.00145872 0.00136091 0.0013086 0.00153825 0.00122914 0.00157799 0.00104582 0.00145522 0.000747883 0.00112404 0.000737377 0.00068145 0.000681421 0.000675619
threshold=-1.0000000180025095e-35 0.16946000000000003 0.088850000000000012 0.23246000000000003 -1.0000000180025095e-35 1.0000000180025095e-35 0.088350000000000026 0.084660000000000027 -0.083854999999999985 -0.020934999999999999 -0.14941999999999997 -0.091904999999999987 0.081465000000000024 -0.094549999999999981 0.10744000000000002 -0.39518999999999993 -0.088419999999999985 -0.070454999999999976 -0.53104499999999988 -0.08236499999999998 -0.047584999999999995 -0.080114999999999978 -0.08824499999999999 0.084655000000000022 -0.11713499999999999 0.11230000000000001 0.10744000000000002 0.09253500000000002 0.10030500000000002 0.0034800000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 -4 6 10 8 22 -9 -6 18 13 16 -15 -16 -13 29 -12 -20 -8 -22 23 -2 25 -5 -21 -7 -10 -18
right_child=1 -3 4 24 5 27 20 9 28 -11 11 12 -14 14 15 -17 17 -19 19 26 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013734366202887735 -0.0013730100514754964 0.0013735098826800328 -0.0010721908000668149 -0.0012009563781554058 0.0012613936707122576 0.00019805440673247477 0.00094617502871236804 -0.0010878037652651219 -0.00098030940427814911 0.00081601238857976447 -0.00073206923348056053 -0.0013327408559248802 0.0008489198191541686 -0.0010342263000630019 0.0012653479586359263 -0.00085335144354062905 0.0013286579107951195 -0.00050753433316780131 -0.00078977856435237645 0.00092083745819270663 -0.0013734433278149703 0.00074926605274570218 0.0007971608485040165 0.00060678047230782774 0.0006118150136828986 0.00042147296580526936 -0.00012442625196583992 0.0012017734135159417 -7.152931911792074e-05 0.00017271400705917749
leaf_weight=0.0017961190373085847 0.0016213966122116119 0.0017304330824572381 0.0020657429522827888 0.0013848131166014355 0.0013253265240678038 0.0020791362118757198 0.0057379334854203989 0.0010056534953193363 0.013607908991183141 0.0025115666735366906 0.0019927203979932537 0.0011956333576961242 0.0028163917514092409 0.0099298175331554751 0.0016567523445729648 0.0019652184844103351 0.0021742469512275875 0.002321176507194875 0.0015001820992210932 0.0066729093755952817 0.0011736651633782458 0.001508283673942401 0.0018949967897157151 0.0012310293712243237 0.004267292906149577 0.001921685120521488 0.001571593775864244 0.0032956617040298397 0.0017557132221117664 0.0016965969895679223
leaf_count=86 122 21 114 9 15 27 51 112 793 42 12 23 122 479 7 174 27 47 18 113 20 30 126 90 28 51 45 130 129 58
internal_value=0 -3.86787e-05 -6.78116e-05 -0.000343599 9.55392e-05 0.000143199 6.356e-05 -0.000528124 -0.000667999 0.000271668 -5.62726e-05 -0.000105475 -0.000296733 -0.000450825 -0.000726866 0.000115778 5.554e-05 0.000323607 0.000281621 0.000488913 0.000587566 -0.000179667 6.61158e-06 -0.000518586 0.000232068 -0.000258026 0.000721586 0.000813504 -0.000876456 0.000822006
internal_weight=0 0.0856115 0.083881 0.0312021 0.052679 0.0506132 0.0452384 0.0236283 0.020111 0.00351722 0.0368186 0.0354932 0.0237558 0.0209394 0.0135518 0.00362197 0.00738765 0.00619202 0.0117374 0.00974469 0.00841988 0.00268195 0.00474742 0.00285243 0.00757379 0.0033065 0.0082445 0.0053748 0.0153636 0.00387084
internal_count=3121 3035 3014 1502 1512 1398 1241 1414 1260 154 1140 1125 937 815 660 181 155 132 188 176 101 50 338 212 88 60 158 157 922 85
is_linear=0
shrinkage=0.00137286


Tree=810
num_leaves=27
num_cat=0
split_feature=44 124 50 15 3 52 15 15 13 52 0 4 4 1 52 0 0 48 133 0 49 14 42 15 4 12
split_gain=0.000319774 0.000415904 0.000388305 0.000530584 0.000386244 0.000395827 0.000375571 0.000434898 0.000295264 0.000504024 0.00037936 0.000348257 0.000336828 0.000455023 0.000595134 0.000375601 0.000409548 0.000435857 0.000368385 0.000349741 0.000319964 0.000273307 0.000265897 0.00025269 0.000209477 0.000208985
threshold=1.0000000180025095e-35 -0.043384999999999993 0.10647500000000001 -0.23909999999999995 -0.15447499999999995 0.096795000000000006 -0.11713499999999999 -0.10653 -0.095304999999999987 0.10160000000000001 -0.084269999999999984 -0.27825499999999997 0.098655000000000007 0.094465000000000007 -0.063789999999999986 -0.077809999999999976 -0.13455999999999999 0.086260000000000017 0.083950000000000011 -0.10096999999999999 -0.043469999999999995 -0.46413499999999996 -0.025789999999999997 -0.036009999999999993 0.15285000000000001 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 22 3 21 5 -5 -6 -8 9 10 24 -10 13 15 20 16 17 -13 -18 -16 -15 -3 -1 -14 -9 -25
right_child=-2 2 -4 4 6 -7 7 8 11 -11 -12 12 23 14 19 -17 18 -19 -20 -21 -22 -23 -24 25 -26 -27
leaf_value=1.1869277360175415e-05 -0.0017940561735814281 0.00050588154497588963 -0.0019568695085486003 -1.1973209626231762e-05 -0.0018854854048756015 0.0028514934311429326 0.0021378547176519849 -0.00080078290391705144 -0.0024374724120530111 -0.0018186968445177325 0.0024384616433659714 0.0010359023516257277 -0.0029497966125410255 0.0010782803775069921 0.0038111531895841403 0.0007569746791994482 -0.0038105205480666393 -0.0019375873997290888 -0.00081874723378827887 0.00071692339709242031 -0.0015689970118447274 0.0033008057528319964 0.0023520209966737034 0.00052657688110921668 0.0014305997967622309 -0.0018980576540863314
leaf_weight=0.0011670821065941084 0.0014108345883983011 0.0010159629393342584 0.0015099846784323292 0.0016401892044193246 0.001918587408241682 0.0012239572120549269 0.0011648191342601344 0.0014405525524932017 0.0012503727838151157 0.0010679917462041999 0.0018024215431893245 0.001683585975293049 0.0010803837297075347 0.0012334270608107545 0.0011286737071714015 0.0019896651894506859 0.0012269365714172586 0.0012450399126038292 0.0011649425416990766 0.0010005433775361894 0.0014331087347940752 0.0010159938998803809 0.0017804011751980644 0.0010411462919819323 0.0010605635877283248 0.0010235529597650839
leaf_count=55 60 25 295 144 160 19 28 86 82 34 41 41 65 39 12 362 643 19 372 74 64 126 194 19 28 34
internal_value=0 5.69403e-05 -7.16711e-05 2.36853e-05 -0.000113603 0.00121169 -0.000265703 -0.000130807 -0.000251622 0.00052433 0.00110579 -0.00050421 -0.000345709 -5.70778e-05 0.000854985 -0.000655426 -0.00118361 -0.00022821 -0.00235341 0.00235714 -0.000344478 0.00190336 0.00142542 -0.0014567 0.000145404 -0.00067541
internal_weight=0 0.0343099 0.0313624 0.0298524 0.0278205 0.00286415 0.0249563 0.0230377 0.0218729 0.00537153 0.00430354 0.0165014 0.015251 0.0121059 0.00479575 0.00731017 0.00532051 0.00292863 0.00239188 0.00212922 0.00266654 0.00203196 0.00294748 0.00314508 0.00250112 0.0020647
internal_count=3121 3061 2812 2517 2366 163 2203 2043 2015 189 155 1826 1744 1626 189 1437 1075 60 1015 86 103 151 249 118 114 53
is_linear=0
shrinkage=0.00381041


Tree=811
num_leaves=26
num_cat=0
split_feature=484 160 403 3 11 4 3 156 13 13 403 1374 0 1 42 43 160 4 42 3 4 1 52 1 4
split_gain=0.000328977 0.000333298 0.000422976 0.000381214 0.000475577 0.000336393 0.00047156 0.000463457 0.000318048 0.000553154 0.000401417 0.000316518 0.000352947 0.00035382 0.000366989 0.000382024 0.000516364 0.000470416 0.000439964 0.000429691 0.000696312 0.000423587 0.000386623 0.000347021 0.000226375
threshold=-0.0068949999999999992 -0.40698999999999991 0.090990000000000015 -0.20241999999999996 0.087830000000000005 0.27044500000000005 0.11924500000000002 0.091255000000000017 -0.53104499999999988 -0.39067499999999994 -1.0000000180025095e-35 -0.094929999999999987 -0.23051499999999997 0.12811000000000003 0.091735000000000025 -0.073959999999999984 0.0030550000000000004 -1.0000000180025095e-35 -0.095859999999999987 -0.077774999999999983 -0.076779999999999987 0.095285000000000022 -1.0000000180025095e-35 0.14173500000000003 0.024790000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=24 -2 3 -3 5 7 -7 8 -5 -10 -11 -12 -13 14 15 18 17 22 -14 20 -20 -19 -17 -15 -1
right_child=1 2 -4 4 -6 6 -8 -9 9 10 11 12 13 23 -16 16 -18 21 19 -21 -22 -23 -24 -25 -26
leaf_value=-0.0024264172745458927 -0.0018167423128951632 0.0016541376480856788 -0.0016479571903169508 -0.0016482367229540378 -0.0018895433933256828 0.0025970740462393171 -9.1825890677796622e-05 -0.0018522902522003109 0.002227584630510049 -0.0016157698736431144 -0.001048410413337279 0.0023412783408926045 -0.001038450663376812 0.0027834441292525006 -0.0014625373416762414 -0.00029755732406696331 -0.002425665371954482 -0.0022348472493307976 0.0020659061892429344 0.0026552577284145755 -0.0013679513101278161 0.00057304889193891188 0.0024982975970974674 0.00025233445759782183 -0.00030289415543544739
leaf_weight=0.001029571308413856 0.0010322951189667409 0.0019905706802418833 0.0014495482731484701 0.0010183726242303194 0.0012842163076030024 0.0015338730778307044 0.0014548970747370049 0.0013359849001846049 0.0015591912605827886 0.0013945813821938371 0.0018804654389867883 0.0010232178036630899 0.0010739974087754511 0.0011854800619062198 0.0015793273414770334 0.0010185437239940143 0.0010921658654616806 0.0012679891058953409 0.0015067512399582397 0.0017971563974015286 0.0012262491811121379 0.0011944700030994682 0.0012751102283008464 0.0013003013015122633 0.0013008924666166877
leaf_count=369 239 122 225 16 54 177 84 138 50 626 49 19 54 24 132 38 27 64 31 110 178 14 129 18 134
internal_value=0 7.5036e-05 0.000137145 0.000223419 0.000121715 0.000218387 0.00128815 8.36476e-05 0.000199145 0.000287161 0.00013448 0.000266983 0.000416525 0.000289608 6.64669e-05 0.000277322 -0.000327613 0.000154172 0.000908608 0.00137021 0.000525195 -0.000872815 0.00125674 0.00145943 -0.00124104
internal_weight=0 0.0324748 0.0314425 0.0299929 0.0280023 0.0267181 0.00298877 0.0237294 0.0223934 0.021375 0.0198158 0.0184212 0.0165408 0.0155175 0.0130318 0.0114524 0.00584828 0.00475611 0.00560415 0.00453016 0.002733 0.00246246 0.00229365 0.00248578 0.00233046
internal_count=3121 2618 2379 2154 2032 1978 261 1717 1579 1563 1513 887 838 819 777 645 272 245 373 319 209 78 167 42 503
is_linear=0
shrinkage=0.00338353


Tree=812
num_leaves=26
num_cat=0
split_feature=457 484 1374 1 11 15 3 15 47 15 43 48 3 12 49 12 0 13 2 16 150 4 1 1 0
split_gain=0.000287282 0.000607092 0.000523066 0.000368433 0.000473928 0.000476857 0.000451892 0.000748081 0.000633332 0.000513266 0.000433447 0.000419716 0.00038726 0.00063482 0.000523248 0.000333579 0.000327011 0.000312918 0.000422077 0.000289724 0.000256005 0.00024451 0.000270558 0.000237599 7.69983e-05
threshold=0.088350000000000026 -0.0068949999999999992 -0.064634999999999984 0.12811000000000003 0.089270000000000002 0.091650000000000023 -0.10519499999999998 -0.015744999999999999 0.092530000000000015 -0.094549999999999981 -0.17390999999999998 0.099800000000000014 0.10732000000000001 0.088365000000000013 -0.006494999999999999 0.10345000000000001 -0.10096999999999999 0.016935000000000002 0.10467500000000002 -0.083539999999999989 0.097810000000000022 0.2623950000000001 0.093700000000000019 0.13756000000000004 -0.038659999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 6 7 -3 9 21 -11 -10 13 14 -12 23 -16 -9 -19 -18 -4 22 -8 -5 -14
right_child=2 3 20 15 -6 -7 8 17 11 10 12 -13 24 -15 16 -17 19 18 -20 -21 -22 -23 -24 -25 -26
leaf_value=-0.0024231852252078446 -0.00076298860597175371 0.0034145236136138616 0.00093831792181399659 -0.00097983864215394918 -0.0027606209982062582 -0.0019612292575164744 0.0010044381105552209 0.0016103637477750525 -0.003181339221824845 0.0019987019115232187 -0.0025091184890421773 3.7122348303994897e-06 0.001618788940107059 -0.0040438792410368608 0.0019801264647218821 0.0031205688732001318 0.0008574899669544138 -0.0026181169601117039 0.00093041383013869319 -0.0021242857289021705 0.0035371896131886557 3.3993797929865483e-05 0.0038395491549837644 0.0013569562325226609 6.945303478914162e-05
leaf_weight=0.0018089724320118341 0.0016798023033075538 0.0016283194745350116 0.0013213001423189033 0.0011661850347852712 0.001123202804880207 0.0019888132830518926 0.0012193115915914944 0.0013892161688673311 0.0017559125228752146 0.001132587688900343 0.0015764025708353583 0.001100480981337526 0.0010198371296326059 0.0010545966025334863 0.0012248795131313247 0.0010231759784105066 0.0010597291360252533 0.0010953577760517419 0.0010969401358238429 0.0010716112145985465 0.0011672720974118533 0.0012246951199443856 0.001003225957504128 0.0018245707097790387 0.0010798213530165413
leaf_count=481 39 72 63 68 81 378 117 34 109 36 151 58 32 435 34 51 213 72 31 260 56 85 38 108 19
internal_value=0 -0.000153204 0.000980476 -5.80659e-06 -0.000196597 -6.98498e-05 0.000111581 0.00114205 -0.000234264 0.000153597 -0.000344133 -0.00195424 -0.000672253 -0.00119627 -0.000587449 0.00112759 0.000315151 0.000108886 -0.000842571 -0.000641709 0.00215733 0.00148475 0.00228417 0.00044577 0.00082199
internal_weight=0 0.0296678 0.00416837 0.0278589 0.0238449 0.0227217 0.0207329 0.00520983 0.0155231 0.0126667 0.00921947 0.00285639 0.00808688 0.00598722 0.00493262 0.00401393 0.00335622 0.00358151 0.0021923 0.00213134 0.00248857 0.00344723 0.00222254 0.00299076 0.00209966
internal_count=3121 2963 158 2482 2255 2174 1796 209 1587 1420 1180 167 1144 1093 658 227 507 137 103 473 119 240 155 176 51
is_linear=0
shrinkage=0.00404364


Tree=813
num_leaves=31
num_cat=0
split_feature=39 42 123 1456 133 151 4 457 150 15 1456 16 448 3 448 47 474 484 403 43 13 4 160 47 52 2 3 1 160 52
split_gain=0.0017135 0.00168565 0.00170836 0.00154478 0.0015209 0.00142396 0.00229045 0.00146038 0.00124773 0.00160084 0.00124962 0.00115069 0.00112866 0.00120965 0.00112019 0.00101288 0.000964141 0.00109279 0.00124556 0.0011003 0.00123842 0.00108472 0.000943197 0.00109435 0.00169958 0.00112035 0.00151229 0.00108736 0.00113053 0.00123014
threshold=0.16946000000000003 -0.11466499999999999 1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 -0.40381499999999992 0.24564500000000003 -0.072694999999999996 -0.22665999999999997 -0.10203999999999998 -1.0000000180025095e-35 0.51524500000000006 -0.083859999999999976 0.30112000000000005 -0.013069999999999998 0.12794000000000003 0.087265000000000023 0.084040000000000017 -0.092474999999999988 -0.15582499999999996 0.18141000000000002 -0.51843499999999987 -0.090969999999999981 0.097480000000000011 -0.15275999999999998 0.12595500000000001 0.10299500000000002 0.10060500000000001 0.099315000000000014 -0.099454999999999974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 -3 8 -8 -7 -10 -11 12 -12 14 -14 -9 17 18 -16 20 -20 -21 -23 24 -24 26 27 28 29 -26
right_child=-2 2 4 -5 -6 6 7 15 9 10 11 -13 13 -15 16 -17 -18 -19 19 21 -22 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00084558494365516467 0.0012439596816120973 -0.0011422194568463972 -0.00065309209585308586 -0.0012435828794998473 0.00083705771384023605 0.00090358831035240359 -0.00081991687894527438 0.00072041394964776802 -0.0010414955806754486 -0.0012435425591840526 -0.0012437607508065985 -0.0012435683118114779 0.0011273430342285914 0.0012435717234720101 -0.0012434940578033517 -0.00042802087581086208 -0.0008827320740505283 0.00061590825397693863 0.0010747182751116009 -0.0012438008204162215 -0.00017829367630584924 -0.0012435450166340947 -0.0012436281799398288 0.00081628957190589427 0.0010703726719209993 -0.0012282395523742532 0.00078786761712642064 0.00080345100295683752 -0.0010443665582643583 -0.00019166479573437528
leaf_weight=0.0038373259883934798 0.0016362824260909284 0.0017403089665108942 0.0012872460458766 0.0016673194831611218 0.0059722909091917123 0.0017820084576669606 0.0012496297774760032 0.010664870643992685 0.0029655433604780504 0.0014332785453419197 0.001158319107787519 0.0012458409295703623 0.001245824439564557 0.0011765192538462079 0.001395709316078352 0.0013361715000428384 0.0021369946409279797 0.0037228107372300192 0.0026571941636746024 0.0013063204499985511 0.0022541998009160125 0.0010455143784113821 0.0018989196998786531 0.0021266994188380286 0.0013142486512691615 0.0011279739295559912 0.0035303794647916211 0.0018495669573894693 0.0021433521855342965 0.013069046645821224
leaf_count=169 23 55 26 260 228 10 17 237 157 240 22 104 20 43 280 11 100 89 32 13 29 115 94 39 12 11 15 23 60 587
internal_value=0 -4.13774e-05 -1.03962e-06 -6.12033e-05 0.000572827 -3.20307e-05 -2.6844e-06 0.000459344 -0.000119106 -0.000154978 -0.000100023 -6.47039e-05 -3.21819e-05 -2.87511e-07 -3.44599e-05 0.00059255 -6.92709e-05 -2.51969e-05 -9.20158e-05 -4.51927e-05 0.000499619 -0.000136169 -8.46871e-05 -3.99128e-05 -0.000112942 -1.97312e-05 4.24951e-05 -0.000100704 -0.000201891 -7.63483e-05
internal_weight=0 0.0803414 0.0765041 0.0692446 0.00725954 0.0675772 0.0658369 0.0132507 0.0525863 0.0508043 0.0478387 0.0464054 0.0451596 0.0440013 0.0428248 0.012001 0.0415789 0.0394419 0.0357191 0.0343234 0.00491139 0.029412 0.0281057 0.0270602 0.0249335 0.0230346 0.0219066 0.0183762 0.0165266 0.0143833
internal_count=3121 3098 2929 2675 254 2415 2360 265 2095 2085 1928 1688 1584 1562 1519 248 1499 1399 1310 1030 61 969 956 841 802 708 697 682 659 599
is_linear=0
shrinkage=0.00124344


Tree=814
num_leaves=31
num_cat=0
split_feature=39 42 9 123 2 1456 4 453 1348 1 42 11 3 47 4 42 2 42 0 43 13 49 0 52 49 1 457 1 3 0
split_gain=0.00200611 0.00202825 0.00176189 0.00136058 0.00164564 0.00161277 0.00153217 0.00206798 0.00139961 0.00133184 0.00147569 0.00127246 0.00129677 0.00118385 0.00121048 0.0011378 0.00127271 0.00108458 0.00107563 0.00141349 0.00170665 0.00131861 0.00111088 0.00151461 0.000907129 0.00140624 0.00100619 0.00085439 0.000983545 0.00168255
threshold=0.16946000000000003 -0.11466499999999999 -0.036024999999999995 1.0000000180025095e-35 0.094835000000000017 1.0000000180025095e-35 0.24564500000000003 1.0000000180025095e-35 0.11553500000000001 0.122185 0.090835000000000013 0.081790000000000015 -0.10831999999999999 0.086380000000000012 -0.37944499999999992 0.088915000000000008 0.08622500000000001 0.10077000000000001 -0.10096999999999999 -0.17390999999999998 -0.076599999999999988 -0.006494999999999999 -0.084269999999999984 0.11434500000000002 -0.043469999999999995 0.10887500000000001 0.082380000000000009 0.111945 -0.15121499999999996 -0.17169499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 8 9 11 10 27 12 15 18 -15 16 -4 -16 21 -20 22 24 -21 -24 25 26 -14 28 -8 -30
right_child=-2 2 3 4 -6 -7 7 -9 -10 -11 -12 -13 13 14 17 -17 -18 -19 19 20 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00095112200245824421 0.0013203183904996051 0.0013200798981349053 -0.00034074857702367958 -0.00051915509583100707 0.00093770634657598553 -0.001319696720063733 0.0013197589715903402 -0.001319725557319751 0.0013201943088494556 0.0013197373210070142 -0.00069508946709914568 -0.0013196571098824299 -0.00096412713466920217 0.00037479504518331139 -0.0012909049789700182 -0.00036746255051188682 0.0009000590111101352 9.8807335558318956e-05 0.0005662401885835692 -0.00099123439278634698 -0.0011760982361248772 0.00060816708633126262 0.00030643337285970248 -0.0013199493154426914 -0.00094913575772374674 0.0010045594729085039 0.00015375159990788377 0.0011102805409811418 0.0010651613161264664 -0.00068422503808745106
leaf_weight=0.0041094200291960084 0.0019101117750039967 0.0017218056377075177 0.0019872792158253036 0.0018650284116858975 0.0048893928247508711 0.0017944277424923874 0.0011128013658776607 0.0012071391915924332 0.0010963860181618648 0.0026539973791841484 0.0021712939328608636 0.0016696283191350849 0.002368361889693916 0.0013766941657138432 0.0046611402941927329 0.0034067109155557773 0.0052206196268400618 0.0012374177569540734 0.0023614646241014716 0.0024171092532956351 0.0048232319098904389 0.0056596970493387683 0.0061065558667188213 0.0011915830593451915 0.0021487765072834 0.0019036594283079467 0.0034359247963493544 0.0028601770679586025 0.0014689633713373977 0.002748390389342598
leaf_count=169 23 88 32 50 145 260 17 15 8 90 31 102 32 20 215 34 70 15 37 355 769 91 199 79 10 29 27 40 28 41
internal_value=0 -4.77081e-05 1.54691e-07 -2.98102e-05 0.000535438 -8.50709e-05 -5.21495e-05 0.00033247 -0.000155223 0.000485703 0.000272076 -0.000186346 -0.000148732 -0.000258291 -0.000739335 0.000260948 0.000557958 -0.000999367 -0.00015033 -0.000380648 -0.00053445 0.000100524 -0.000215898 4.08903e-05 -0.000190963 2.03966e-05 -0.000302384 0.000528476 0.000216278 -7.48893e-05
internal_weight=0 0.0816751 0.0775657 0.0758439 0.00675442 0.0690894 0.067295 0.0142228 0.0530722 0.0130156 0.0103616 0.0519759 0.0503062 0.0396916 0.00727525 0.0106146 0.0072079 0.00589856 0.0324164 0.0168999 0.0145385 0.0155164 0.00971525 0.00729814 0.00985672 0.00770795 0.00580429 0.00819033 0.00533016 0.00421735
internal_count=3121 3098 2929 2841 195 2646 2386 262 2124 247 157 2116 2014 1878 250 136 102 230 1628 1439 1402 189 633 278 98 88 59 126 86 69
is_linear=0
shrinkage=0.00131955


Tree=815
num_leaves=25
num_cat=0
split_feature=52 52 39 457 1375 484 133 13 474 51 157 1 12 0 3 47 1 48 42 16 2 15 12 3
split_gain=0.000289835 0.000459941 0.000389515 0.000450934 0.000683526 0.000673955 0.000424822 0.000410813 0.000326393 0.00073197 0.000405353 0.000371802 0.000403713 0.000384928 0.000374628 0.000424008 0.0005072 0.000471253 0.000323974 0.000308686 0.000308271 0.000303902 0.000321716 0.000236555
threshold=-0.24456499999999998 -0.096999999999999989 0.085220000000000004 0.088350000000000026 -0.42089999999999994 -0.0068949999999999992 0.10622000000000002 -0.47860499999999995 0.084660000000000027 -0.031924999999999995 -0.081749999999999975 0.12873500000000002 0.09334000000000002 -0.10324499999999999 -0.14989499999999997 0.092710000000000015 0.094465000000000007 0.085325000000000012 -1.0000000180025095e-35 -0.083539999999999989 0.10276500000000001 -0.0040799999999999994 0.051320000000000005 -0.078934999999999991
decision_type=2 2 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 20 3 5 -5 -3 7 -7 9 -9 -10 12 14 -14 -11 16 17 19 -4 23 -2 22 -1 -16
right_child=1 2 18 4 -6 6 -8 8 10 11 -12 -13 13 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.0010823599870898105 0.00057692834698930208 -0.0032379018389369564 -0.00034990306015466417 -0.0012402737790425057 0.0027231828842055228 0.0024261882009554733 -0.0023959056575126488 -0.0036442862315182721 0.0027057105150288759 0.0018272544786343957 -0.00063832202742945745 0.0019745791749399 3.5019205447455175e-05 -0.0027316964063561436 -0.00040205209657869677 -0.0021244673182435497 0.0018605090847993958 -0.0028759650262181833 0.0023311080731247065 -0.0014515058442780048 0.00351230887083194 -0.002755289205724635 -0.0018680212177950926 0.0021756912325945873
leaf_weight=0.0013178119824850398 0.0013869332853357888 0.0012906061081228151 0.001187436452305235 0.0011296114640710897 0.0019219728400869931 0.0010213639841118961 0.0013750388764326429 0.0010737083683443052 0.0013010578429337727 0.0015947938136733281 0.0010886364896496295 0.0011966519979580434 0.0014046042582620544 0.001983119636953524 0.0010663509647956763 0.001684831501550299 0.0019848190238853647 0.001112906012905146 0.0019427577112320895 0.0012990644738044722 0.0010117203057404822 0.0012025603974734613 0.0011161452220334045 0.0012818140347672369
leaf_count=30 178 369 46 21 95 42 310 83 77 60 61 59 33 217 290 63 66 55 216 308 55 120 214 53
internal_value=0 0.000115791 -3.0083e-05 -0.000199664 0.00125602 -0.000403812 -0.000225116 -6.87859e-05 -0.00020979 -0.000421917 0.00118232 -0.000185084 -0.00037777 -0.00158457 3.00584e-05 -0.000309945 0.000143307 -0.00057271 0.00131407 0.0001301 0.00181503 -0.00109226 -0.000270603 0.00100508
internal_weight=0 0.0303398 0.0279411 0.024811 0.00305158 0.0217594 0.0204688 0.0190937 0.0180724 0.0156827 0.00238969 0.014609 0.0134123 0.00338772 0.0100246 0.00842979 0.00674495 0.00476014 0.00313019 0.00364723 0.00239865 0.00363652 0.00243396 0.00234816
internal_count=3121 2757 2524 2262 116 2146 1777 1467 1425 1287 138 1204 1145 250 895 835 772 706 262 651 233 364 244 343
is_linear=0
shrinkage=0.00404364


Tree=816
num_leaves=31
num_cat=0
split_feature=39 9 42 123 2 151 1348 4 457 15 14 41 1213 47 14 3 159 155 128 43 42 43 52 157 133 16 0 16 4 48
split_gain=0.00202563 0.00200447 0.00176661 0.00181164 0.00200856 0.00159106 0.00204482 0.00179313 0.00195901 0.00173768 0.00190246 0.00148269 0.00139558 0.0013085 0.00142517 0.00126037 0.00149229 0.00125918 0.00129561 0.00119937 0.00216721 0.00169978 0.00197346 0.00171729 0.00159193 0.00146019 0.00191659 0.00130317 0.00126609 0.00189921
threshold=0.16946000000000003 -0.036024999999999995 -0.11466499999999999 1.0000000180025095e-35 0.094835000000000017 -0.40381499999999992 0.090205000000000021 0.24564500000000003 -0.072694999999999996 -0.11713499999999999 0.076175000000000007 0.079300000000000009 -0.082704999999999987 0.12794000000000003 -0.46885499999999997 0.30112000000000005 0.10862000000000001 0.088610000000000008 0.086435000000000012 -0.074359999999999996 0.091545000000000015 0.0034250000000000005 -0.092399999999999982 -0.077809999999999976 0.084415000000000018 0.15891500000000003 -0.08317999999999999 -0.069144999999999984 0.033845000000000007 0.095425000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -4 7 9 -9 -7 11 12 -11 14 -10 16 17 18 19 24 21 22 -21 -24 -14 26 -26 28 29 -25
right_child=-2 2 3 4 -6 6 -8 8 13 10 -12 -13 15 -15 -16 -17 -18 -19 -20 20 -22 -23 23 27 25 -27 -28 -29 -30 -31
leaf_value=0.001268682749408827 0.0012689477029054241 -0.00084972937740205212 -0.0012015523470353549 -0.00050078925730909327 0.00090173562387947822 -0.0011315839001661591 0.0012225788616099967 -0.0009901384787908518 -0.00040997244689390338 -0.001268425515845151 -0.0012687373705257846 -0.0012313234170294343 0.00061005694383873968 -0.00060426785230253206 0.00076063082353385167 0.0012684276097395075 -0.0012684899723493829 -0.0012684693613961191 -0.0012684380494515019 -0.0012685172854376631 -0.0012596576180222683 0.00046339795427174983 0.0010035112031738787 -7.2619462728936538e-05 -0.001212951293245809 -0.0012687043678818832 0.00062481859262529364 -0.00061091148720220231 -0.0010544395618756939 0.0012687602946676222
leaf_weight=0.0017981188259312822 0.0018851906614969485 0.0046022505835203722 0.0020588847306726157 0.0022552549309864389 0.006045742329007453 0.0030553294733692829 0.0019148052042226018 0.0017493991713308779 0.0019890131130750896 0.001523558822439596 0.00235761207218843 0.0018277579786740708 0.010568539044189862 0.001722853089631827 0.010530743964039857 0.0011629932279788582 0.001610844235280239 0.0012868872618660978 0.0012603091752225728 0.0024720524816608238 0.0024280298783629908 0.0086123028183422434 0.0021501664930170241 0.0068697564054644861 0.0012294519844271426 0.0015400643786627199 0.0035448357728853352 0.0072325260970327451 0.0013562151606265624 0.0022553793569386471
leaf_count=89 23 168 56 50 145 143 30 21 25 259 63 42 240 11 190 42 112 167 80 59 281 149 22 190 178 43 100 128 7 8
internal_value=0 -5.82138e-05 -8.27569e-05 -4.46427e-05 0.000520691 -0.000100304 -7.27382e-05 -0.000103612 0.000276473 -0.000198077 -0.000151541 -0.000106846 -7.08544e-05 0.000432049 0.000574657 -3.80268e-05 -6.59479e-05 -2.92648e-05 1.68875e-06 3.35386e-05 -0.000105809 -1.52843e-05 -0.000199854 -6.68598e-05 0.000309019 -0.000194837 0.000151565 -0.000196785 8.89781e-05 0.000258918
internal_weight=0 0.0990117 0.0972136 0.0926113 0.008301 0.0843103 0.0822514 0.0803366 0.015992 0.0643446 0.0612893 0.0589317 0.0571039 0.0142426 0.0125198 0.0555804 0.0544174 0.0528065 0.0515196 0.0502593 0.0333764 0.0309484 0.0223361 0.019864 0.0168829 0.00631435 0.00477429 0.0177139 0.0104814 0.00912514
internal_count=3121 3098 3009 2841 195 2646 2590 2560 247 2313 2170 2107 2065 226 215 1806 1764 1652 1485 1405 844 563 414 355 561 321 278 333 205 198
is_linear=0
shrinkage=0.00126831


Tree=817
num_leaves=25
num_cat=0
split_feature=160 403 0 1 4 2 15 48 147 12 47 48 2 4 48 16 160 15 12 52 2 133 13 52
split_gain=0.000307746 0.000336055 0.000323047 0.000477026 0.000406871 0.000425942 0.000382613 0.000362843 0.000485557 0.000435606 0.000587853 0.000386782 0.000513027 0.000335325 0.00077602 0.000602244 0.000581257 0.000740421 0.000411776 0.000661522 0.000332301 0.000323518 0.000231858 0.000202649
threshold=-0.40698999999999991 0.090990000000000015 1.0000000180025095e-35 1.0000000180025095e-35 -0.49405499999999997 0.10774000000000002 -1.0000000180025095e-35 -0.086869999999999989 1.0000000180025095e-35 -0.069644999999999985 0.090100000000000013 0.12649500000000002 0.113445 0.0061450000000000003 0.086260000000000017 -0.092804999999999985 0.088755000000000014 -0.016799999999999995 0.10345000000000001 -1.0000000180025095e-35 0.082850000000000021 0.083950000000000011 -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
left_child=-1 2 3 6 -4 23 -2 -5 9 10 -9 12 13 14 15 -11 17 18 19 -15 -17 -8 -21 -6
right_child=1 -3 4 7 5 -7 21 8 -10 11 -12 -13 -14 16 -16 20 -18 -19 -20 22 -22 -23 -24 -25
leaf_value=-0.0015993268619505729 -0.0020310368838657748 -0.0013649542097301862 -0.00042976317894409917 -0.001347128261557108 0.00111885288096704 -2.5107162026688397e-05 -0.001155298400482794 0.002867055237329821 0.0019978893180771589 0.0017159298207504764 -0.00021151479340158618 -0.0012964771176530809 0.001565206235792945 -0.0029460392388114677 -0.0028015986763384368 -0.0018718673233844925 0.0023600760016590648 0.0017291047420972413 0.00087576676660464678 -0.0013463148063679975 0.00033989956955830808 0.00079913603862136662 0.00043618667681782864 0.0027813936130833229
leaf_weight=0.0010252288815515423 0.0016544905469439951 0.0014140398105060284 0.0018032295385328467 0.0013160248073376115 0.0012282171213193749 0.0014382349203927447 0.0016088081376199907 0.0011076738439168557 0.0012891351713975032 0.0011592260095163428 0.0010466818287113711 0.0018751277490913756 0.0018686745609635133 0.0011355085916555652 0.0011595583822625599 0.0013052073775527999 0.0010194705063071297 0.0015837540065604117 0.0012664381078444364 0.001039254247189092 0.0010746302971540445 0.0013527150502308238 0.0016202289210554 0.0013195292697680818
leaf_count=240 641 244 124 51 43 68 393 162 69 39 38 53 117 30 66 315 26 26 22 32 42 194 28 58
internal_value=0 3.96068e-05 0.000103118 -3.95789e-05 0.000731231 0.00125646 -0.00089644 0.000149972 0.000250748 0.000127411 0.00137135 -3.89679e-05 0.000126715 -9.0709e-05 -0.000710288 -2.50796e-05 0.000289108 -2.86091e-05 -0.000578609 -0.00106395 -0.00087313 -0.000262585 -0.000260367 0.00197992
internal_weight=0 0.0326859 0.0312718 0.0254826 0.00578921 0.00398598 0.00461601 0.0208666 0.0195506 0.0182614 0.00215436 0.0161071 0.014232 0.0123633 0.00469862 0.00353906 0.00766465 0.00664518 0.00506143 0.00379499 0.00237984 0.00296152 0.00265948 0.00254775
internal_count=3121 2881 2637 2344 293 169 1228 1116 1065 996 200 796 743 626 462 396 164 138 112 90 357 587 60 101
is_linear=0
shrinkage=0.00294557


Tree=818
num_leaves=25
num_cat=0
split_feature=14 157 0 47 403 131 52 160 457 133 42 15 42 4 4 4 52 52 4 13 4 160 4 15
split_gain=0.000302251 0.000416258 0.000334059 0.000447469 0.000353194 0.000399614 0.000655442 0.000480511 0.000453949 0.000475546 0.000378028 0.000640563 0.000423397 0.000373757 0.000463984 0.000347114 0.000533734 0.000332341 0.00041594 0.000365922 0.000329223 0.000321381 0.000270657 0.000101801
threshold=0.076175000000000007 -0.076494999999999994 -0.019414999999999998 0.085270000000000026 -1.0000000180025095e-35 0.10033500000000002 -0.24164999999999998 -1.0000000180025095e-35 -0.0029299999999999994 -1.0000000180025095e-35 0.088060000000000013 0.084370000000000014 0.091625000000000012 0.24564500000000003 0.033845000000000007 0.0052350000000000009 0.077655000000000016 0.11434500000000002 -0.49405499999999997 0.0076650000000000008 -0.033174999999999989 -0.14580499999999996 0.40124500000000002 -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
left_child=1 20 4 17 -3 6 -6 21 -9 -10 11 13 -12 14 15 16 -11 18 -4 -20 -1 -8 -15 -22
right_child=-2 2 3 -5 5 -7 7 8 9 10 12 -13 -14 22 -16 -17 -18 -19 19 -21 23 -23 -24 -25
leaf_value=-0.00034108606691947782 -0.0021663785149111498 -0.0027433902675004979 -0.00089310552503096916 0.0032806797219119208 -0.0033303609318007673 0.002423836185694841 -0.00038524692148576536 -0.0020461963969595001 -0.0016894867305196066 -0.0013341065665857888 0.004069875159753788 -0.0029134740243320066 0.00035857241073018606 0.0040820367435103208 -0.0018578327136749839 0.0030461212924042069 0.0026856187943256806 -0.0020257020680210015 0.0030755854900527263 -0.00027360188025709269 0.0016870898397941434 -0.0031763580463426717 0.00088651001028450553 0.0036887054967902214
leaf_weight=0.0011083069967159354 0.0012509423399933431 0.0011841603022879612 0.0018377537435014801 0.001164259605729967 0.00139445931068249 0.0010673977003721183 0.0017604366437349306 0.0015992469635079951 0.0017488396530097603 0.0017652305155966275 0.001327868885436346 0.0010384630505253512 0.0011375783138207751 0.0010151312522737044 0.001551929727009238 0.0011841870872473237 0.0010500062198275373 0.0010496519740677002 0.0017646390008749816 0.0010295796868291518 0.0010153799994281343 0.0015429459907583256 0.0011015981126565322 0.0010104303319522492
leaf_count=104 101 686 94 27 170 90 218 78 326 141 40 54 119 23 35 22 24 45 79 48 249 248 74 26
internal_value=0 7.13526e-05 -9.95286e-05 0.000759226 -0.000373356 -0.000235005 -0.000382682 -0.000152063 0.000197579 0.000475297 0.000814167 0.000377154 0.00235745 0.000822793 0.000214157 0.00101817 0.000165141 0.000242539 0.000756545 0.00184152 0.00161519 -0.00168892 0.00241901 0.00268545
internal_weight=0 0.0314495 0.0283154 0.00684588 0.0214695 0.0202853 0.0192179 0.0178235 0.0145201 0.0129208 0.011172 0.00870655 0.00246545 0.00766808 0.00555135 0.00399942 0.00281524 0.00568162 0.00463197 0.00279422 0.00313412 0.00330338 0.00211673 0.00202581
internal_count=3121 3020 2641 293 2348 1662 1572 1402 936 858 532 373 159 319 222 187 165 266 221 127 379 466 97 275
is_linear=0
shrinkage=0.0044645


Tree=819
num_leaves=31
num_cat=0
split_feature=31 39 52 151 1 50 0 159 3 42 133 403 123 50 52 3 42 133 0 0 16 52 51 157 16 51 1 457 0 0
split_gain=0.00204145 0.00166127 0.00157256 0.0015747 0.00183658 0.00155965 0.00143453 0.00138853 0.00182894 0.00177697 0.00148196 0.00147645 0.00136576 0.00147995 0.00184015 0.00226898 0.00210798 0.0015441 0.00241038 0.00144957 0.00134428 0.00155145 0.00129848 0.00182313 0.00164578 0.00191008 0.00163281 0.00126892 0.00124381 0.00111124
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.24164999999999998 -0.40381499999999992 0.104035 0.10124500000000002 1.0000000180025095e-35 0.091530000000000014 -0.12018999999999998 0.093775000000000011 -0.080849999999999991 -1.0000000180025095e-35 1.0000000180025095e-35 0.10030500000000002 0.11434500000000002 0.090900000000000009 0.091295000000000015 0.083950000000000011 -0.084044999999999995 -0.13455999999999999 -0.53943499999999989 -0.090859999999999982 -0.076794999999999988 -0.06266999999999999 -0.071854999999999988 0.091630000000000003 0.10937500000000001 0.082380000000000009 -0.14226499999999997 0.15398500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 29 -4 5 7 20 8 -5 11 -9 -10 13 14 15 16 17 19 -19 -13 -6 -22 -23 -24 26 28 -25 -17 -26 -2
right_child=1 -3 3 4 6 -7 -8 10 9 -11 -12 12 -14 -15 -16 27 -18 18 -20 -21 21 22 23 24 25 -27 -28 -29 -30 -31
leaf_value=0.0012942784371804638 -0.00072197921824670704 0.001294242378821758 -0.0010668682363185356 0.00044583053291326785 0.001294058766362178 -0.0012937744541041715 0.0012938623458359322 0.00040890211075022257 -0.0010195883952447927 -0.001283445783874062 -0.0012718356682443095 -0.00033478961040475977 0.00071304926461279185 0.0012286186612325352 -0.0012939197072082166 4.1512828163929847e-05 0.0010975890238934772 -0.0012482459463065499 0.00068032617911593246 -0.0012938651673886571 0.0011438482233527302 -0.00084060633635189017 0.00125867556795158 -0.00059069087427338161 0.0011372916928043988 -0.0012717638052888326 0.00044832466108776108 0.0010189713956125581 -0.00077273561098885129 0.00067283925803557853
leaf_weight=0.0019282543285896727 0.0085696198585747396 0.0015163806113633873 0.0023264652080001716 0.010692674512654321 0.0017297384563903498 0.0018613417552533198 0.0021042928527492668 0.0012274601400790175 0.0026531764702575336 0.002215943467334113 0.0030837718630927205 0.0057555967167672757 0.0038023908420257149 0.001321548526902915 0.0022528712978626677 0.0054006373660513418 0.0015296563337017224 0.0015617861215559969 0.0035497057231133047 0.0048683231530049047 0.0022648743312743127 0.0025952979772796416 0.0021503407683667311 0.0032198358641153347 0.0012768843479307179 0.0030889740586985681 0.011837263180140667 0.0037774084848933853 0.0010315690420270628 0.0010759527613117834
leaf_count=86 365 21 55 112 36 260 72 28 502 249 163 40 56 3 108 33 25 119 35 343 39 33 43 24 24 28 171 21 23 4
internal_value=0 -4.956e-05 -7.01794e-05 -1.651e-05 1.1625e-05 -0.000129578 0.000262254 -8.92198e-05 -2.77499e-05 -0.000158636 -0.000793309 -9.02971e-05 -1.73941e-05 -0.000109921 -0.000171565 -7.59442e-05 -0.000352241 -0.000493181 9.10624e-05 -0.000774278 0.000187898 0.000118232 2.60546e-05 0.000125557 6.43495e-06 -0.000606471 0.00022614 0.000443805 0.000283766 -0.000566389
internal_weight=0 0.100342 0.0988254 0.0891798 0.0868534 0.0555543 0.0312991 0.053693 0.0493817 0.038689 0.00431123 0.0364731 0.0338199 0.0300175 0.028696 0.0264431 0.0172651 0.0157354 0.00511149 0.0106239 0.0291948 0.027465 0.0252002 0.0226049 0.0204545 0.00539743 0.0150571 0.00917805 0.00230845 0.00964557
internal_count=3121 3035 3014 2645 2590 2097 493 1837 1646 1534 191 1285 783 727 724 616 562 537 154 383 421 385 346 313 270 75 195 54 47 369
is_linear=0
shrinkage=0.00129368


Tree=820
num_leaves=24
num_cat=0
split_feature=41 2 124 484 12 148 44 15 42 43 52 13 49 16 16 2 457 1 2 16 43 13 48
split_gain=0.000293285 0.000383214 0.00032351 0.000361911 0.00032691 0.000336841 0.000288773 0.000440366 0.000411703 0.000543003 0.000645681 0.000477878 0.000390318 0.000631719 0.000631179 0.000507491 0.000346499 0.000344617 0.000272043 0.000239363 0.000182814 0.000133986 0.000126489
threshold=0.078475000000000017 -0.0091949999999999983 0.08919500000000001 -0.0068949999999999992 0.11650500000000001 -0.080634999999999984 1.0000000180025095e-35 -0.10653 -0.095859999999999987 -0.15582499999999996 0.10898500000000001 -0.099939999999999987 -0.047584999999999995 -0.088394999999999987 0.15273500000000004 0.089885000000000007 0.083415000000000017 0.111945 0.096540000000000015 -0.0019699999999999995 -0.0030899999999999994 0.17001000000000002 0.084170000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 7 17 -9 21 11 18 15 -14 19 -13 -17 22 -11 20 -15 -10 -7
right_child=-2 2 -4 4 -6 6 -8 8 9 10 -12 12 13 14 -16 16 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.0020519634288029939 -0.0015026300662101502 -0.001799142465556728 0.001923836297445463 -0.0019493466896327207 -0.0017913550354748495 -0.00036906879201785534 -0.0017856272118605711 -0.002336983850644056 0.0029767744051078684 0.00066610318739871225 -0.0023221015221952328 -0.0015556040888667932 -0.0025792582827809294 0.0015076656858796585 -0.0017692191324174792 0.00019543139667587829 0.0027550504295654719 0.0029949526518703593 0.0032397564296636383 0.0026126266148633051 -0.00068950864381450391 0.001040211661650501 0.0014487928463895929
leaf_weight=0.0014200704711697645 0.0018763841995657051 0.0017771696398174433 0.0012438586993326331 0.001135888925809069 0.0014331231228643651 0.0010993022311271894 0.0010392478094445315 0.0010186232338833525 0.0011041327852367956 0.0014760581313169015 0.0016840341933228595 0.0010310465378360343 0.0019161373209568497 0.0010885278145869029 0.0018776465429526379 0.0014791818396853174 0.001737123103843885 0.00146509263802308 0.001070267503131106 0.0010243811125230365 0.0012055903637389004 0.0010556855356540495 0.0012197259828667928
leaf_count=158 148 480 45 69 102 60 36 142 28 39 277 77 219 354 255 41 43 124 55 62 167 37 103
internal_value=0 8.03609e-05 -1.55828e-05 -0.00010193 1.33661e-05 0.000117961 0.000217497 0.000309803 6.59381e-05 0.000203837 -4.91873e-05 0.000226066 -0.000115052 -0.000671793 3.16058e-05 0.000817225 0.00157788 0.00151932 0.00174786 0.00105053 0.000353021 0.00203021 0.000587061
internal_weight=0 0.0306019 0.0291818 0.027938 0.0261608 0.0247277 0.0235918 0.0225526 0.0187684 0.0177498 0.01559 0.013906 0.0113596 0.00711228 0.00519615 0.00424735 0.0032163 0.00378412 0.00254633 0.0033185 0.00229412 0.00215982 0.00231903
internal_count=3121 2973 2815 2770 2290 2188 2119 2083 1796 1654 1589 1312 1218 1057 838 161 84 287 94 583 521 65 163
is_linear=0
shrinkage=0.00388662


Tree=821
num_leaves=24
num_cat=0
split_feature=128 124 484 1 42 3 0 52 48 0 3 12 52 2 457 151 16 16 52 0 0 43 43
split_gain=0.000284755 0.000383125 0.00031061 0.000353201 0.00055324 0.000525896 0.000412287 0.000410787 0.00029892 0.00029366 0.0003424 0.000326687 0.000407983 0.000295901 0.000477404 0.000453417 0.00061086 0.000268937 0.000268108 0.000181291 0.000331824 0.000156724 5.76527e-05
threshold=0.086435000000000012 -0.043384999999999993 -0.0068949999999999992 0.12337000000000002 0.091735000000000025 -0.15121499999999996 -0.052984999999999997 0.11434500000000002 0.094275000000000012 -0.077809999999999976 -0.084074999999999997 0.09202500000000001 -0.085264999999999994 0.11411 0.082380000000000009 -0.0077149999999999988 -0.15241499999999997 -0.091354999999999978 -0.010034999999999999 -0.15202999999999997 -0.10151999999999999 -0.15582499999999996 1.0000000180025095e-35
decision_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 -3 4 5 -4 8 9 -5 10 -7 12 -11 14 15 -12 -17 -16 -1 -18 -21 -6 -13
right_child=-2 2 3 6 21 7 -8 -9 -10 11 13 22 -14 -15 17 16 19 -19 -20 20 -22 -23 -24
leaf_value=0.0025616983149671577 -0.0015235616564344672 -0.0014227363102478415 0.0017829262431680525 0.0032138064056401699 -0.00043305575388274459 -0.0017714048592228878 -0.00026610447914087566 -0.0018572174855911608 0.00065574777567704563 -0.0016642096974500212 -0.0020776376457956954 0.0023587425434781401 0.0012368686818033658 -0.0016296950979660552 0.00024657713821517725 0.0021300577544371545 -0.0015001955139404624 0.0025898502374480368 0.00039411282459077377 0.001318670790547787 -0.0010556725806051279 -0.0020692025438310379 0.0012186413745647498
leaf_weight=0.0010995147847072673 0.0013589090602257317 0.0017895368393319169 0.0018763841297584306 0.0010945994074749166 0.0010331685739686236 0.0014403064898922341 0.0016587403985326423 0.0014042573927524052 0.0010014142171854701 0.0010169224008578226 0.001267786401936811 0.0010233163960471359 0.0012216574391885711 0.0011427132455423825 0.0010154812765676979 0.0013630509315785081 0.0013506780833267788 0.0012520864168905632 0.0016096558994984625 0.0012283652979050378 0.0014927112654978961 0.0019080477660513564 0.0010079141659762314
leaf_count=136 207 468 150 86 33 427 85 210 27 71 43 74 44 42 30 37 25 34 111 38 300 405 38
internal_value=0 5.96472e-05 -5.95814e-05 3.4971e-05 -0.000128414 8.19052e-05 0.000994235 -0.000103369 0.00199164 5.22812e-05 -0.000227941 0.000810501 -8.10077e-05 -8.1157e-06 0.000198458 -0.000255559 0.00016948 0.00154047 0.00127383 -0.000486838 1.61683e-05 -0.00149447 0.00179301
internal_weight=0 0.0302983 0.0275891 0.0257996 0.0220448 0.0191036 0.00375475 0.0172272 0.00209601 0.015823 0.0115532 0.00426981 0.00223858 0.0101129 0.00897016 0.00670259 0.00543481 0.00226757 0.00270917 0.00407175 0.00272108 0.00294122 0.00203123
internal_count=3121 2914 2667 2199 2001 1563 198 1413 113 1203 976 227 115 549 507 443 400 64 247 363 338 438 112
is_linear=0
shrinkage=0.00338353


Tree=822
num_leaves=26
num_cat=0
split_feature=14 157 4 51 0 1 49 48 2 14 12 13 16 457 51 2 4 4 48 43 131 3 0 133 16
split_gain=0.000279588 0.000350413 0.000282541 0.000271932 0.000376525 0.000689263 0.000531742 0.000518773 0.000531217 0.000738591 0.000489684 0.000480011 0.00039969 0.000359272 0.000411004 0.00026037 0.000521957 0.000254787 0.000237934 0.000286468 0.000241261 0.000229558 0.000213214 0.000192319 7.20613e-05
threshold=0.076175000000000007 -0.073574999999999988 0.0082450000000000006 -0.40274499999999996 -0.062294999999999996 0.077565000000000009 0.0093850000000000027 0.12879500000000002 0.090310000000000015 -0.10708499999999999 -1.0000000180025095e-35 -0.076599999999999988 -0.056919999999999991 -0.065884999999999985 0.08955500000000001 0.10672500000000001 -0.49013999999999996 -0.37944499999999992 0.081805000000000017 -0.0037449999999999996 0.088315000000000018 -0.10831999999999999 -0.098289999999999975 0.087415000000000007 -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
left_child=1 2 22 -3 5 11 10 8 12 -10 -6 23 18 -11 24 16 -12 -17 19 20 -7 -18 -1 -5 -15
right_child=-2 3 -4 4 6 7 -8 -9 9 13 15 -13 -14 14 -16 17 21 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.0014373320732882988 -0.0015411738965624229 -0.0015862816146840748 0.0024632728914877624 -0.0015877580283207445 0.0018091086217945597 -0.0011679003472341062 0.0026930353367881623 -0.0016851742260345379 -0.0012170309241126395 -0.00017121238947989092 -0.0026284428951898944 -0.003188487948153686 -0.0018833491705550326 0.0020545078917173594 0.00044937995533549953 0.0018096227441095805 0.0010917437980189212 -0.000419973079648113 -0.0012757165360631191 0.0014125791527474574 0.00087608864132666464 -0.00090835053288825516 -0.00062705739111875531 0.00034850635078581896 0.0031465736554503157
leaf_weight=0.0010085502428367477 0.0011615320048434788 0.001141044584666683 0.0010040508946875804 0.0010811565073345327 0.0015997228416981812 0.0013938832672026899 0.0010469558349450736 0.0015655893762129844 0.0012707463677443798 0.0010088895468811643 0.0010358780430594905 0.0011936616407489647 0.0013924190059046984 0.001037520254183022 0.001219149981324108 0.0010364206356783257 0.0011660909040358547 0.0010477737725942404 0.0010986407501150097 0.001666179004839563 0.0010141686544606898 0.0011673272232428679 0.0010259856162875272 0.0010073477579461976 0.0015056459783462373
leaf_count=32 101 109 50 352 96 124 78 46 47 29 64 660 198 66 41 38 38 94 43 126 60 40 316 179 94
internal_value=0 5.33639e-05 0.00107929 -6.34081e-05 4.58861e-06 -0.000259053 0.000572709 4.58446e-05 0.000260806 0.000943041 0.000257975 -0.00157564 -0.000367047 0.00151835 0.00197141 -0.000197034 -0.000744967 0.000688752 4.11068e-05 0.000396196 -0.000307059 9.11668e-05 0.000396292 -0.00065384 0.00270105
internal_weight=0 0.0297348 0.00303859 0.0266962 0.0255552 0.017455 0.00810017 0.0141728 0.0126072 0.00604195 0.00705321 0.00328217 0.00656529 0.00477121 0.00376232 0.00545349 0.0033693 0.00208419 0.00517287 0.00407423 0.00240805 0.00233342 0.00203454 0.0020885 0.00254317
internal_count=3121 3020 398 2622 2513 2065 448 874 828 277 370 1191 551 230 201 274 142 132 353 310 184 78 348 531 160
is_linear=0
shrinkage=0.00318838


Tree=823
num_leaves=22
num_cat=0
split_feature=147 11 3 2 13 124 124 124 0 13 52 456 1 52 157 0 16 1374 51 1 13
split_gain=0.000254144 0.000281554 0.000267784 0.000378508 0.000323509 0.000294441 0.000321142 0.000281448 0.000348584 0.000517692 0.0003456 0.000381534 0.000393453 0.000314244 0.000428443 0.000269636 0.000505245 0.000192008 0.000442078 0.000240255 0.000206543
threshold=0.089025000000000007 0.081790000000000015 -0.12018999999999998 0.10855000000000002 0.073000000000000023 -0.043384999999999993 -0.087894999999999987 0.10281000000000001 -0.053834999999999994 -0.089109999999999981 0.25317500000000004 1.0000000180025095e-35 0.12958500000000003 -0.092399999999999982 -0.078969999999999985 -0.078704999999999983 -0.056919999999999991 -0.094929999999999987 0.081440000000000026 0.08844500000000001 -0.085154999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -4 8 10 -10 11 12 13 -7 -15 16 17 -16 19 -19 -21
right_child=-2 -3 5 -5 -6 7 -8 -9 9 -11 -12 -13 -14 14 15 -17 -18 18 -20 20 -22
leaf_value=0.0013027272806098293 0.0015025596476792745 -0.0015343678490367467 -0.00053292862990668519 0.0025977773441311766 -0.0016881746265882702 -0.0018513406921017979 0.002273776282396855 0.0016123423565034369 3.0069466952875282e-05 -0.0031808245614213622 -0.002430238821164206 -0.0023832120047850452 0.0021859596745141003 0.0026068635257936916 -0.0014355471347659121 0.0018366215253201091 -0.0024792359353038008 -0.0015051726244950387 0.0020925777557757076 0.0018133159563299202 -0.00035430952565670856
leaf_weight=0.0013087639475699566 0.0016557486112382938 0.0019869767223124049 0.0011030829408653631 0.0014309736101409953 0.0010046627575093225 0.0013960620315009971 0.0015284257970780138 0.0011256561668080414 0.0015267722948735241 0.0016334610794732701 0.0010096691138661287 0.0010106113612260445 0.0013344369001089271 0.0010092642188141996 0.0011075050236968326 0.0010110931708076079 0.0014342843511443437 0.0016251383926025841 0.0016887545089576683 0.0010432632944201714 0.0020451789593831649
leaf_count=71 124 172 65 32 59 246 174 38 42 208 278 161 69 106 17 291 202 557 103 31 75
internal_value=0 -9.52852e-05 1.31205e-05 0.000995157 3.85416e-06 -0.00014935 0.00109725 -0.000313363 -0.000428204 -0.00162958 -0.000186616 -3.25714e-05 0.000140892 -7.98918e-05 0.000145659 -0.000103858 -0.000323221 8.85505e-05 0.000352196 -0.000271338 0.000377906
internal_weight=0 0.028364 0.0263771 0.0037444 0.00231343 0.0226327 0.00263151 0.0200012 0.0188755 0.00316023 0.0157153 0.0147056 0.013695 0.0123605 0.0109645 0.00995522 0.00894412 0.00750984 0.00640234 0.00471358 0.00308844
internal_count=3121 2997 2825 162 130 2663 239 2424 2386 250 2136 1858 1697 1628 1382 1276 985 783 766 663 106
is_linear=0
shrinkage=0.00396435


Tree=824
num_leaves=24
num_cat=0
split_feature=1 159 42 3 52 3 150 0 47 1 42 159 51 457 15 12 16 15 13 15 16 12 12
split_gain=0.000248877 0.0002969 0.000299598 0.000332526 0.000318048 0.000376138 0.000498604 0.000299819 0.000291186 0.000358548 0.000330284 0.000380835 0.000289111 0.000277905 0.000259886 0.000840909 0.000297272 0.000222449 0.000477068 0.000206056 9.13005e-05 5.95659e-05 4.0704e-05
threshold=0.104035 0.091530000000000014 0.091735000000000025 -0.10831999999999999 0.11434500000000002 0.090900000000000009 0.086615000000000011 0.041630000000000007 0.13148500000000005 0.14089500000000002 0.097315000000000026 0.076905000000000015 0.123935 0.082380000000000009 0.088345000000000021 0.084100000000000022 -0.056919999999999991 1.0000000180025095e-35 -0.0021749999999999994 -0.092334999999999987 -1.0000000180025095e-35 0.091085000000000013 0.089410000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 5 6 14 -1 10 -10 11 12 17 21 15 16 -5 18 22 -20 -4 -7 -2
right_child=8 -3 20 4 -6 13 -8 -9 9 -11 -12 -13 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 -24
leaf_value=-2.5341900401150777e-05 -9.8784239023517567e-05 -0.002255334643012457 -0.0023913119660319338 0.001596843683181477 -0.0023203519064227906 -0.00047649781552579559 -0.0029715859725088557 0.0024987273177674296 -0.0025418576874228446 0.00060834897599277194 0.0023844656403853191 0.0022364641255724462 -0.0018858834430262911 0.0026012839907320461 0.0012300783491752433 -0.0034478024013292852 -0.0006836443109670033 -0.0011952561467789722 0.00091958069674391639 0.0031789514034168565 -0.00073880631709690304 0.00086192246375191371 -0.0011725802683485484
leaf_weight=0.0014444977935248434 0.0011249032447047131 0.0011011643940510565 0.0010182608446236419 0.0016047537410037727 0.0010370745100055654 0.0010034474346269917 0.0010900257506465394 0.0013997552125886159 0.0010168750431205362 0.0011780584086409362 0.0015135447183549653 0.0014216489761817996 0.0010176681703839563 0.0011320894408299864 0.0015965637678240219 0.0011635022803053729 0.0018692134923394867 0.0011163639498192879 0.0014107128949376602 0.0010739407627085012 0.0010020520236810873 0.0010057222611976613 0.0010138878201146895
leaf_count=134 111 214 288 93 218 46 114 57 37 18 111 152 32 30 245 680 142 34 60 84 155 14 52
internal_value=0 -0.000301844 -0.000170413 2.6916e-05 -0.000267322 -6.38747e-05 -0.000546428 0.00121684 0.000427178 -0.000851088 0.000716645 0.000408015 2.33427e-05 0.00106123 -0.000122387 -0.000588007 0.000369797 0.000361849 0.000737823 0.00189615 -0.00157169 0.00019347 -0.000607814
internal_weight=0 0.0174681 0.016367 0.0143466 0.0115024 0.0104653 0.00732406 0.00284425 0.0118876 0.00219493 0.00969267 0.00817913 0.00675748 0.00314126 0.00623403 0.00463747 0.00347397 0.00573981 0.00462344 0.00248465 0.00202031 0.00200917 0.00213879
internal_count=3121 2430 2216 1773 1582 1364 1274 191 691 55 636 525 373 90 1160 915 235 341 307 144 443 60 163
is_linear=0
shrinkage=0.00388662


Tree=825
num_leaves=31
num_cat=0
split_feature=31 39 42 1213 151 4 41 1348 14 11 457 457 160 160 403 157 40 12 159 130 43 4 50 1374 0 16 1 3 12 51
split_gain=0.00184942 0.00184637 0.00182076 0.00146759 0.00154202 0.00160649 0.00163861 0.00125538 0.0016792 0.00158452 0.00133271 0.00207193 0.00184747 0.00145798 0.00142838 0.00146614 0.00118723 0.00122142 0.0010906 0.00104075 0.0016941 0.00138861 0.000989213 0.000882039 0.00127262 0.00103889 0.00134198 0.00134047 0.00130996 0.00124552
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.11466499999999999 -0.082704999999999987 -0.40381499999999992 0.27287000000000006 0.078475000000000017 0.093335000000000015 0.077685000000000018 0.081790000000000015 -0.23069499999999998 -0.0029299999999999994 -0.090969999999999981 -0.074254999999999988 -0.083259999999999987 0.08796000000000001 0.097265000000000018 -0.083994999999999986 0.091005000000000016 -0.070634999999999989 -0.17390999999999998 -0.49013999999999996 0.11875500000000001 -0.094929999999999987 -0.23001499999999997 -0.069894999999999985 0.10089500000000001 -0.10831999999999999 0.088365000000000013 -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 2 2
left_child=-1 2 -2 -4 -5 6 7 8 9 10 -6 -12 -13 -14 -15 16 17 -16 19 -19 -21 -22 -7 -23 -25 26 28 -27 -26 -29
right_child=1 -3 3 4 5 22 -8 -9 -10 -11 11 12 13 14 15 -17 -18 18 -20 20 21 23 -24 24 25 27 -28 29 -30 -31
leaf_value=0.0013734592339614414 -0.00096921021535078633 0.0013735393667888998 -0.0011744590561785771 -0.0011860201111011674 0.0012398502417644243 0.00072609147321632973 -0.0012017625759906207 0.0013528534272230731 -0.0011697930689470036 -0.0013729583136083204 -0.00095395888562926369 -0.00077208629141624005 0.0009140194735789487 -0.0010557966192525233 0.0012360589948539047 -0.0012632256562239948 -0.00087003984444644774 -0.00068271982150528321 -0.0009263519751708429 0.0011028246293591898 -0.00093182083460904917 -0.00046332979297969418 -0.00034998476588751586 0.001115474570677137 0.00052977103564154739 0.0012861465239074998 0.0011793588456756531 0.0010844288622864631 -0.0008290572637970735 -0.00052504611961061453
leaf_weight=0.0017267252992638751 0.0042158076872764729 0.0016568626902540009 0.0021051323920406864 0.0020552864741887325 0.0016821018949428881 0.0084125319623495898 0.0022891435151564101 0.0012320837299739642 0.0024109798598033185 0.0015450902682800907 0.0039883638196762652 0.004459148718712668 0.0043048876438724895 0.0020034564409439062 0.0021573649182471391 0.0013736466561695684 0.0019332748420310955 0.0022267040703241028 0.0016253569089244016 0.0041794414920559566 0.0020165962604039396 0.0028891459376154663 0.0019912276366085288 0.0034084919641372618 0.0046229280473823811 0.0011136029279441373 0.0036226332949809148 0.0010387043355919454 0.0018813191784339267 0.0071050302670592992
leaf_count=86 168 21 278 61 26 264 79 15 53 81 187 281 137 363 61 65 14 51 122 20 42 18 15 16 98 8 29 38 155 269
internal_value=0 -6.16071e-05 -8.9952e-05 -4.34275e-05 -1.27324e-05 1.92016e-05 -6.0842e-05 -1.92674e-05 -4.67169e-05 -9.60916e-07 3.58216e-05 -3.76662e-07 7.28163e-05 0.000152129 7.62021e-05 0.000131256 0.00017936 0.000232908 0.000172338 0.000224699 0.000288083 0.000165146 0.000520136 0.000251283 0.000341865 0.000205835 0.000509708 -0.000126582 0.000136737 -0.000319763
internal_weight=0 0.0855463 0.0838895 0.0796737 0.0775685 0.0755133 0.0651095 0.0628204 0.0615883 0.0591773 0.0576322 0.0559501 0.0519617 0.0475026 0.0431977 0.0411942 0.0398206 0.0378873 0.03573 0.0341046 0.0318779 0.0276985 0.0104038 0.0256819 0.0227927 0.0193842 0.0101269 0.00925734 0.00650425 0.00814373
internal_count=3121 3035 3014 2846 2568 2507 2228 2149 2134 2081 2000 1974 1787 1506 1369 1006 941 927 866 744 693 673 279 631 613 597 282 315 253 307
is_linear=0
shrinkage=0.00137286


Tree=826
num_leaves=23
num_cat=0
split_feature=14 52 157 151 1 48 457 160 403 43 42 39 3 42 13 12 47 0 4 2 4 13
split_gain=0.000253079 0.000284142 0.000421293 0.000361735 0.00047539 0.000457676 0.000329637 0.000371291 0.000269745 0.000319677 0.000395157 0.000285653 0.000265074 0.000257376 0.000250307 0.000278936 0.000205121 0.000194652 0.000188163 0.000185892 0.000155556 0.00015108
threshold=0.076175000000000007 -0.24456499999999998 -0.08107499999999998 0.086470000000000005 0.14000500000000002 0.12879500000000002 0.087855000000000003 0.092070000000000013 -1.0000000180025095e-35 -0.053764999999999993 -0.095859999999999987 0.084405000000000008 0.090900000000000009 0.093775000000000011 -0.095304999999999987 0.095330000000000012 0.11635500000000001 -0.17169499999999996 0.0016150000000000003 -1.0000000180025095e-35 -0.083644999999999983 0.0061450000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 -3 4 5 6 7 8 -4 10 -10 13 -8 20 15 18 -1 -16 -11 -19 -12 -21
right_child=-2 2 3 -5 -6 -7 12 -9 9 14 11 -13 -14 -15 17 -17 -18 19 -20 21 -22 -23
leaf_value=-0.0018595384109788896 -0.0016323244790866288 0.0017341402940431745 -0.0015007470088767344 0.0020137051731751849 0.0022568442522672974 -0.0021404895881127904 0.00010484159436498089 -0.0021294757519556388 -0.0011819871444295094 0.0020455335071615718 0.002123244064141821 0.0026814008078798399 0.0025000446242705136 -0.00051030520642514397 9.2907433749141025e-05 -0.00095296645504639398 8.8819268480337698e-05 1.242214097646606e-05 0.00013259297381733228 -0.0023449922235603991 0.00040104048296993528 -0.00066771632792740957
leaf_weight=0.0015007487020084467 0.0010977975156123412 0.0018938050534651465 0.0014168628934352325 0.0010591420234240525 0.0010162260032551265 0.001303954221254954 0.0011746579728288955 0.0010985512631216379 0.0011022941967580024 0.0011772897347253003 0.0013591929636982414 0.0010703491859498371 0.0010354342979823628 0.0014099492864989571 0.0020016723059441618 0.0012492680262568001 0.0011268426536990006 0.001025172362290043 0.0012765353203203489 0.0016945382151078115 0.0011559591375571695 0.0010275009129330215
leaf_count=313 101 230 655 66 108 56 69 154 64 64 35 135 44 119 53 26 37 40 65 332 283 72
internal_value=0 5.67067e-05 0.000167853 4.24551e-05 -4.99457e-05 -0.000158579 -3.11171e-05 -0.000185035 -5.9137e-05 7.22199e-05 0.000688307 0.001101 0.001227 0.000670041 -0.000325235 0.000374534 -0.00102399 -0.000775986 0.00105038 -0.00124013 0.00133172 -0.00171186
internal_weight=0 0.0281759 0.0255484 0.0236546 0.0225954 0.0215792 0.0202752 0.0180651 0.0169666 0.0155497 0.00609774 0.00499545 0.00221009 0.0039251 0.00945198 0.00370309 0.00262759 0.00574888 0.00245383 0.00374721 0.00251515 0.00272204
internal_count=3121 3020 2670 2440 2374 2266 2210 2097 1943 1288 636 572 113 437 652 155 350 497 129 444 318 404
is_linear=0
shrinkage=0.00345121


Tree=827
num_leaves=31
num_cat=0
split_feature=31 2 1446 123 151 39 4 4 11 12 4 52 403 50 457 403 3 1348 13 48 13 1375 3 1 52 1 15 1 52 48
split_gain=0.00176338 0.0016713 0.00174765 0.00183281 0.00180843 0.00158565 0.00172374 0.0015753 0.00157337 0.00136791 0.0013449 0.00121989 0.0012776 0.001247 0.00129558 0.00120244 0.0012767 0.00122313 0.00143624 0.0019624 0.0013343 0.00118427 0.00159199 0.00130889 0.00110559 0.00101491 0.000926577 0.00130946 0.000837338 0.00082933
threshold=-1.0000000180025095e-35 0.088850000000000012 0.08393500000000001 1.0000000180025095e-35 -0.40381499999999992 0.16946000000000003 0.23246000000000003 0.27287000000000006 0.081790000000000015 -0.11019 -0.0016099999999999997 -0.092399999999999982 -0.088999999999999982 0.10124500000000002 -1.0000000180025095e-35 0.092070000000000013 -0.116045 0.087065000000000017 -0.091904999999999987 0.016865000000000002 -0.53104499999999988 -1.0000000180025095e-35 -0.081644999999999981 0.094465000000000007 -0.42635499999999998 0.077565000000000009 -0.11713499999999999 0.11230000000000001 0.083680000000000018 0.11077000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 4 -3 6 10 8 9 -6 11 -2 -13 14 -14 16 -11 18 20 -20 -18 -21 -23 -24 -12 28 27 -8 -16 -25
right_child=1 2 -4 -5 7 -7 26 -9 -10 15 24 12 13 -15 25 -17 17 -19 19 21 -22 22 23 29 -26 -27 -28 -29 -30 -31
leaf_value=0.0013733064927518321 -0.0013729493454909796 -0.0012706697980900774 -0.0012070458323456615 0.00088737563034783581 -0.0012888260862656115 0.0013735458279174643 -0.0012117163089247495 0.00067712037153179613 -0.0013729877768044541 0.00072434732218337489 0.00034003743448980553 -0.0013730315328086106 -0.0010540106937551536 -0.0013729558209115869 -0.00097107082031541595 -0.0011299302556675524 -0.00076750912133467255 0.0013175714470753928 -0.00097439823675212259 0.00071221721830991075 0.00070026079991432713 0.001223434742645013 -0.0013730890822262112 0.00067744987365319341 -0.0011415044121554003 0.00069989424956987405 0.00067737976274081688 0.00050004936674322934 0.0004495530817964663 -0.00055988747678051775
leaf_weight=0.001672958858399908 0.0017019109801061907 0.0018589538251703166 0.0018629848537248242 0.0056058440524253675 0.0013768441076251739 0.0010331608091291846 0.0015846836831769906 0.0076640309457474123 0.0015248605390851813 0.0061540963806692084 0.0010817502921032229 0.0014013188197417046 0.001419177938064565 0.0011008979170608066 0.0015872404657359951 0.0014163180600359473 0.0014223076505004428 0.0013146675488684414 0.0051668499542287865 0.0034880581843026448 0.0065114358503919334 0.0011674810948854031 0.0022202177970669368 0.0016808297251031945 0.0077552206358930693 0.0057690711508975312 0.003944947178581514 0.0017978756983154653 0.0015413558871184563 0.0026005386944234488
leaf_count=86 157 35 107 158 20 4 9 166 91 50 16 241 50 117 144 86 5 20 534 12 95 25 74 27 226 219 28 51 244 24
internal_value=0 -5.00094e-05 9.90782e-05 0.000146628 5.54993e-05 -0.000299297 -0.000355621 0.000111902 -8.27845e-06 5.20058e-05 -0.000537866 -0.000280881 -0.000135894 1.59423e-05 0.00016415 0.000107708 0.000162958 2.78571e-05 -4.20401e-05 -0.000274925 0.000437129 4.90004e-05 -0.000252645 -0.000517703 -0.000960146 0.000358447 0.000225325 -0.00030189 -0.000271176 -7.41191e-05
internal_weight=0 0.0847549 0.0530363 0.0511733 0.0455675 0.0317186 0.0306855 0.0437085 0.0360445 0.0345196 0.0233579 0.014521 0.0128191 0.0114177 0.0103168 0.0331428 0.0317265 0.0255724 0.0242577 0.016324 0.00793374 0.0111571 0.00766907 0.00650159 0.00883697 0.00889767 0.00732751 0.00338256 0.0031286 0.00428137
internal_count=3121 3035 1529 1422 1264 1506 1502 1229 1063 972 1414 1172 1015 774 657 952 866 816 796 696 100 162 150 125 242 607 88 60 388 51
is_linear=0
shrinkage=0.00137286


Tree=828
num_leaves=23
num_cat=0
split_feature=1 47 42 159 51 52 52 4 0 1 15 4 47 2 52 15 13 15 39 43 12 13
split_gain=0.000249936 0.000269658 0.000292901 0.000343932 0.000255636 0.000240077 0.000365884 0.000549186 0.000444771 0.000378644 0.000377305 0.000268353 0.000445336 0.000239286 0.000315841 0.000182013 0.000410617 0.000190294 0.000164969 0.000110267 3.27623e-05 1.46203e-05
threshold=0.104035 0.13148500000000005 0.097315000000000026 0.076905000000000015 0.123935 0.11434500000000002 0.10347000000000002 -0.49013999999999996 -0.060129999999999996 1.0000000180025095e-35 0.083935000000000023 0.0052350000000000009 0.083310000000000009 0.090545000000000014 -0.0064899999999999992 1.0000000180025095e-35 -0.0060599999999999994 -0.092489999999999989 0.0046100000000000004 -0.082389999999999977 0.089410000000000003 0.0061450000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 15 6 7 -1 9 10 -9 13 -13 14 -11 16 20 -18 -3 -10 -2 -21
right_child=1 18 -4 -5 -6 -7 -8 8 19 11 -12 12 -14 -15 -16 -17 17 -19 -20 21 -22 -23
leaf_value=-0.0026167187995809831 -7.5469865015285385e-05 -0.0015645690310241687 0.0019973211509489962 0.0018851102333903467 -0.0015303848706188046 -0.0014675953530070408 0.0018359869687855042 -0.0024880304779626612 0.0017640414827403744 -0.0019626647189021811 -0.00015921817463397528 0.002029533907183878 -0.00078271855179585712 0.00091007018789805261 0.00011809858150710344 -0.00091222509463898091 0.00076257434718894276 0.0026545454056935394 0.00029421147516652365 0.00077395504134779487 -0.00091077100911285608 0.00021018988215840427
leaf_weight=0.0010583255340961247 0.0011438943403820918 0.0011724013125729025 0.0014859683707797453 0.0014094940681363965 0.0010010534366458046 0.0017122989202726915 0.001010526552152057 0.001709040281967722 0.001272329008358497 0.0017208937131156787 0.0014915793500132057 0.0015389109176808802 0.0011093480710506753 0.0010332680426010654 0.0016225975132959647 0.0011062758704980524 0.0014720373767254102 0.0010376004337402361 0.0010240975282727049 0.001095176012197112 0.001014155534214467 0.001014418565564057
leaf_count=109 106 39 111 152 32 373 81 677 48 145 480 51 51 49 265 34 61 89 16 70 51 31
internal_value=0 0.000372272 0.000615351 0.000364443 4.80785e-05 -0.000264651 -0.000133256 -0.000268943 -8.63455e-05 -0.000438137 -0.00140274 1.33809e-06 0.000851489 -0.000513066 -0.00095287 0.000321743 0.000614202 0.0015448 -0.00069793 0.000977337 -0.000468012 0.000502863
internal_weight=0 0.011867 0.00967048 0.00818451 0.00677502 0.0173887 0.0156764 0.0146659 0.0136076 0.0102256 0.00320062 0.00702502 0.00264826 0.00437676 0.00334349 0.00577396 0.00466769 0.00250964 0.0021965 0.00338192 0.00215805 0.00210959
internal_count=3121 691 636 525 373 2430 2057 1976 1867 1718 1157 561 102 459 410 341 307 150 55 149 157 101
is_linear=0
shrinkage=0.00338353


Tree=829
num_leaves=31
num_cat=0
split_feature=39 9 4 16 151 128 11 43 47 50 1 16 2 40 3 43 2 4 481 12 42 43 150 4 1374 3 160 4 151 130
split_gain=0.0021977 0.00194567 0.00198026 0.00195528 0.00190619 0.00174324 0.00161975 0.00164581 0.00151053 0.00152126 0.00171468 0.00145006 0.00138134 0.00149603 0.00163364 0.00145766 0.0018821 0.00136928 0.00129591 0.00110522 0.00205371 0.00159921 0.00127412 0.00150008 0.00166416 0.00147718 0.00137624 0.00114494 0.000997236 0.000967924
threshold=0.16946000000000003 -0.036024999999999995 0.24564500000000003 0.51524500000000006 -0.27559499999999998 0.086435000000000012 0.081790000000000015 -0.17390999999999998 0.12794000000000003 0.11875500000000001 0.111945 -0.54165499999999989 0.089885000000000007 0.097265000000000018 0.31299000000000005 1.0000000180025095e-35 0.084245000000000014 -0.51843499999999987 -1.0000000180025095e-35 -0.083994999999999986 0.091545000000000015 0.0034250000000000005 -0.089939999999999978 0.033845000000000007 -0.41674499999999998 -0.10831999999999999 0.088405000000000011 0.0061450000000000003 -0.088054999999999981 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 6 7 29 9 10 11 -6 15 14 17 16 -9 -14 -19 -20 21 22 -21 24 -24 -26 -27 -28 -18 -3
right_child=-2 2 4 -5 8 -7 -8 12 -10 -11 -12 -13 13 -15 -16 -17 28 18 19 20 -22 -23 23 -25 25 26 27 -29 -30 -31
leaf_value=0.0012195163167269638 0.0012197507191454098 -0.00044785566569142759 -0.0011971764346261134 -0.001053613490442306 0.0012193118201334267 -0.001219231892992851 -0.0011359571186202568 3.157889747053873e-05 -0.00062475609408071411 -0.0006117168772749313 0.0011114132292474104 -1.3930495584598074e-05 -0.0011989361113073005 -0.0011532003562756254 0.0012192173985677416 -0.0011645114103735481 1.1567758723695224e-05 -0.001219216177692304 0.000865447383282814 0.0011905388903223721 -0.00096754533223653006 0.00066042668205161471 0.0012195046071483337 -0.0011223505899215058 0.0011465928271815074 -0.00053710019959373107 -0.0003028134138625506 0.0012194821852790996 -0.001121321887154801 0.00072604377312598836
leaf_weight=0.0017544943445670915 0.0020654944120508381 0.0012820855282313914 0.0012320372288741046 0.0035462800690488896 0.0018200334308460242 0.0020947002107805082 0.0021250682855793448 0.012204529689970656 0.002014118389979557 0.0016535762079001861 0.0061238517660342504 0.0063970110113586998 0.001320778617170503 0.0015288827646600103 0.001771309337556203 0.0029515965843280858 0.0015896140993376653 0.0011170345693383146 0.0026750151927501511 0.0011603053399085175 0.0026838882870627847 0.0067281103310321546 0.0015054849791340539 0.00199023676115928 0.0011988556495907627 0.0081108702361714149 0.0015117561069217808 0.0014275904977694154 0.0042206122766170751 0.0056170825962880136
leaf_count=89 23 35 16 145 37 173 57 483 16 14 193 96 22 10 47 216 74 81 67 6 208 111 5 60 13 200 38 5 494 87
internal_value=0 -5.18572e-05 -7.67518e-05 -0.000171521 0.000269814 -0.000124704 -8.92789e-05 -5.37451e-05 0.000370176 0.000495464 0.000623127 0.000259226 -0.000123316 2.585e-05 8.01441e-05 -0.000370405 -0.000240296 1.59488e-05 6.92414e-05 0.000118884 4.29995e-05 0.000157761 -4.2296e-05 -0.000133149 9.98478e-06 -0.000138673 -0.000278113 0.00043654 -0.000811376 0.000507896
internal_weight=0 0.0913568 0.0896023 0.0703617 0.0192406 0.0668154 0.0647207 0.0625956 0.0180086 0.0159945 0.0143409 0.00821704 0.0556965 0.0347301 0.0332012 0.0209664 0.0180148 0.0314299 0.0301091 0.0289921 0.0263171 0.0236332 0.0169051 0.0157448 0.0137546 0.0122491 0.0110502 0.00293935 0.00581023 0.00689917
internal_count=3121 3098 3009 2637 372 2492 2319 2262 356 340 326 133 2140 873 863 1267 1051 816 794 713 646 438 327 321 261 256 243 43 568 122
is_linear=0
shrinkage=0.00121906


Tree=830
num_leaves=22
num_cat=0
split_feature=1213 14 157 484 42 1 43 3 51 0 42 42 43 1 48 51 16 1 4 1 1
split_gain=0.000260905 0.00024161 0.000259258 0.00027212 0.000257311 0.000435796 0.000347655 0.000438055 0.000404416 0.000377759 0.000283505 0.000209632 0.000281036 0.000348882 0.000453439 0.000457428 0.000315736 0.000319241 0.000186204 0.00017137 0.000147203
threshold=-1.0000000180025095e-35 0.076175000000000007 -0.073574999999999988 -1.0000000180025095e-35 -0.0060199999999999993 0.11061500000000002 -0.074359999999999996 -0.077774999999999983 -0.067899999999999974 -0.084044999999999995 0.089165000000000008 0.095885000000000012 0.093175000000000022 0.077565000000000009 0.086260000000000017 0.095050000000000009 -0.086989999999999984 0.090540000000000023 -0.084134999999999988 0.10587000000000001 0.103565
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 20 -4 5 18 7 9 -8 -6 -11 12 13 -10 16 19 17 -15 -5 -16 -2
right_child=1 -3 3 4 6 -7 8 -9 11 10 -12 -13 -14 14 15 -17 -18 -19 -20 -21 -22
leaf_value=-0.0018597771009017554 0.00053707309214921718 -0.0018028712964777509 -0.0015512563101615557 -0.00084058101351941201 -0.0014431974869641899 0.00068479267083564716 -0.0023649820417875845 0.0027860627643435656 -0.0016765742972978575 0.0026148913953344113 -9.061525170980545e-05 -0.0015521495625248011 0.0018176823925686754 0.0039292876532332141 -0.0025975754277750823 0.0015094347052226698 3.4263573194116751e-05 0.00096140803396851026 -0.0031823125554569227 -0.00049605505366410627 0.0025710063040707614
leaf_weight=0.0011927257846360275 0.0013328365653286758 0.0010815939741881655 0.0016725427627435332 0.0011317174455207635 0.0012389154967307192 0.0018067199816798052 0.0011034885946781267 0.0018562863203905869 0.0015569845780798461 0.0012848908848326346 0.0012488125874821066 0.0010327142154542565 0.0017956352374088888 0.0010723950899773609 0.0012983967274635688 0.0011434059665020868 0.0017613608788025221 0.0013245892478241927 0.0010899203706933305 0.0012407978561839172 0.001032562699245787
leaf_count=491 297 87 381 123 139 47 123 226 87 47 64 197 56 12 31 37 89 106 353 41 87
internal_value=0 7.1159e-05 0.000146161 2.34981e-05 0.000138078 -0.000790034 0.000335284 0.00117792 -2.05468e-05 0.000386652 0.0012814 0.000191051 0.000351878 7.18114e-05 0.00041899 -0.000614319 0.00133408 0.00228922 -0.00198942 -0.00157065 0.00142494
internal_weight=0 0.0281066 0.027025 0.0246596 0.022987 0.00402836 0.0189587 0.00562891 0.0133298 0.00377262 0.0025337 0.0122263 0.0111936 0.00939793 0.00784095 0.0036826 0.00415835 0.00239698 0.00222164 0.00253919 0.0023654
internal_count=3121 2630 2543 2159 1778 523 1255 476 779 250 111 656 459 403 316 109 207 118 476 72 384
is_linear=0
shrinkage=0.00404364


Tree=831
num_leaves=31
num_cat=0
split_feature=31 39 42 1 151 16 457 50 50 14 51 47 4 3 123 484 42 159 42 1 3 457 42 2 131 42 124 2 1374 49
split_gain=0.0014871 0.00134209 0.00142112 0.00106705 0.0011784 0.00114552 0.0012811 0.00115367 0.000982992 0.00098377 0.000982376 0.000860031 0.00105531 0.00150705 0.000818049 0.000909023 0.00110466 0.00118839 0.00103066 0.00102145 0.00100428 0.0010936 0.00100155 0.00082297 0.000917565 0.00099822 0.000749653 0.000743106 0.000889815 0.00064893
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.11466499999999999 0.104035 -0.40381499999999992 -0.071854999999999988 -1.0000000180025095e-35 0.13695500000000002 0.10124500000000002 0.062655000000000016 -0.10748999999999999 0.085770000000000027 -0.036839999999999991 0.12178000000000001 0.091310000000000016 0.085515000000000022 -0.0060199999999999993 0.090025000000000008 0.079510000000000011 0.090405000000000013 -0.116045 -0.0029299999999999994 0.089905000000000013 -1.0000000180025095e-35 0.088495000000000004 0.091735000000000025 -0.088544999999999985 0.10467500000000002 -0.094929999999999987 -0.10774499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 8 -5 6 -6 11 9 10 -4 12 -7 -14 15 16 19 20 -17 -12 22 -22 -18 -23 25 27 -8 28 -25 -30
right_child=1 -3 3 4 5 7 26 -9 -10 -11 14 -13 13 -15 -16 18 17 -19 -20 -21 21 23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.0012438115703215474 -0.00086931917010773239 0.0012438534398769075 -0.0012435223011892178 -0.0011099755281387803 -0.00053089019076859819 -0.00043806113142260631 -0.000379479594501102 -0.0012436143762437066 -0.001243500752339338 -0.0012435434672838132 -0.0012435670176388469 -0.00049174668064394143 0.0012129631707674658 -0.00014038595023398146 0.0010347110132910748 0.00084667989630835808 0.00085099560361723585 -0.0012069193635513714 -0.00047079054590365215 0.00019964459100718068 -0.0010628432405411421 -0.0010240058760398569 -0.00016526697486240075 -0.0005329337340466443 -0.0011162532182030071 -0.00081428707667943897 0.00074532546248405444 -0.0004813962379227963 -0.00035143095977531653 0.00057564945596060826
leaf_weight=0.0014024383657869057 0.0032943859896619179 0.0012187297197101534 0.0011041727324077035 0.0010654907987372999 0.0016630104898922573 0.002104789141526453 0.0010098685217201373 0.0011441901906152898 0.0012501657743708696 0.0011750038236613128 0.002509999497322112 0.0029598082279562732 0.0028417528504576274 0.0023034123903755699 0.0010385542555013663 0.0030300635404501 0.0035654852215713994 0.0013617863053667625 0.0013171882671869639 0.00108644560797444 0.001845814067582551 0.0012674223792146144 0.0025874839793686988 0.0016351428021152978 0.0010394639066788605 0.0016849032114647491 0.0098697264207530111 0.0021106261083332365 0.0013427319852610262 0.0089394361164165798
leaf_count=86 168 21 159 17 31 67 9 21 275 68 469 83 81 33 17 46 55 92 143 51 84 38 22 11 70 243 244 29 21 367
internal_value=0 -4.94905e-05 -7.262e-05 -3.21501e-05 0.000169478 0.000226526 0.00048555 -5.96144e-05 -0.000158318 -0.000123209 -8.80739e-05 7.30744e-05 0.000303664 0.000607089 -5.29879e-05 -8.49672e-05 -0.000159693 -7.45903e-05 0.000447495 -0.000807589 -1.53252e-05 -0.000151283 0.000423631 -5.79095e-05 1.5182e-05 9.00308e-05 0.000640919 0.000198649 0.000319089 0.000454583
internal_weight=0 0.0693671 0.0681483 0.0648539 0.024962 0.0238966 0.0125426 0.011354 0.0398919 0.0386417 0.0374667 0.0102098 0.00724995 0.00514517 0.0363625 0.035324 0.0309767 0.0273803 0.00434725 0.00359645 0.0260185 0.0198655 0.00615297 0.0180197 0.0167523 0.0157128 0.0108796 0.0140279 0.0119173 0.0102822
internal_count=3121 3035 3014 2846 586 569 284 285 2260 1985 1917 264 181 114 1758 1741 1552 1032 189 520 940 863 77 779 741 671 253 428 399 388
is_linear=0
shrinkage=0.00124344


Tree=832
num_leaves=22
num_cat=0
split_feature=150 151 484 3 41 1429 148 4 0 1 0 43 43 52 2 4 12 2 15 3 0
split_gain=0.00025257 0.000378541 0.00037477 0.000360335 0.000279642 0.000313859 0.000339944 0.000404892 0.000327687 0.000248325 0.000242274 0.000391948 0.000388536 0.000438578 0.000345064 0.000295018 0.000291697 0.000275284 0.000214031 0.000207777 0.0001939
threshold=0.081835000000000019 -0.055494999999999996 -0.0068949999999999992 0.090900000000000009 0.078475000000000017 0.084690000000000015 -1.0000000180025095e-35 0.24564500000000003 -0.11173999999999999 0.089875000000000024 -0.019414999999999998 -0.25681499999999996 -0.074359999999999996 -0.075329999999999994 0.084055000000000005 -0.49405499999999997 0.088365000000000013 0.10774000000000002 -0.15026499999999995 0.095270000000000007 -0.10096999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 -1 -3 5 6 -4 10 18 -2 11 -8 14 -14 -13 -12 19 -17 -9 20 -15
right_child=1 3 4 -5 -6 -7 7 8 -10 -11 15 12 13 16 -16 17 -18 -19 -20 -21 -22
leaf_value=-0.0021897150494737485 0.0002802819775366391 -0.0018418348787676471 -0.0021891651538787165 0.00085979237265721299 -0.0017573479787272093 0.0021618667052053331 -0.0027816251297183171 0.0016787552536709884 0.0030929282165866757 0.0027147120187232835 -0.00069846501508099938 0.0019323940150963934 -0.0029385603643315855 0.0016574806766185746 -0.00081901231311029153 0.0021369354822889505 -0.0022043634917638952 -0.00031504375208095826 -0.00060538176607329106 -0.0011336529370363664 -0.00048526423414367202
leaf_weight=0.0013318409025391267 0.0010218432214363915 0.0012281642110560922 0.0010725998976965903 0.001898650505893329 0.0013847307167207381 0.0010081228524780874 0.0010725791620664867 0.0011857464309308341 0.0010294698915433989 0.0016631284510246758 0.0019196818104658675 0.0017889913800361841 0.0012186009710295469 0.001541932622636466 0.0011193730862284479 0.0019179839850451729 0.0010031536335461944 0.0010817550382569152 0.0012980993201381352 0.0012893930699817702 0.001088133886614444
leaf_count=475 92 107 69 49 109 105 85 56 146 172 87 142 132 45 271 40 491 43 48 35 322
internal_value=0 0.000717798 -0.000187658 -0.000201365 -6.65692e-05 4.68887e-05 -6.17425e-05 6.12371e-05 0.00124919 0.00178822 -0.000216238 -0.000560112 -0.000296812 -0.000851018 0.000873431 0.000491313 -0.000334243 0.00125271 0.000485027 0.000144399 0.000770966
internal_weight=0 0.00581179 0.0233522 0.00312681 0.0220203 0.0206356 0.0196275 0.0185549 0.00351332 0.00268497 0.0150416 0.0101222 0.00904958 0.00614121 0.00290836 0.00491942 0.00492261 0.00299974 0.00248385 0.00391946 0.00263007
internal_count=3121 420 2701 156 2226 2117 2012 1943 250 264 1693 1523 1438 1025 413 170 893 83 104 402 367
is_linear=0
shrinkage=0.00388662


Tree=833
num_leaves=22
num_cat=0
split_feature=3 52 39 457 484 1 3 150 0 15 0 13 2 457 41 13 3 4 3 16 47
split_gain=0.000234566 0.000234877 0.000347868 0.000382573 0.000726779 0.000374065 0.00032196 0.000407084 0.00040666 0.000400813 0.000378147 0.000407793 0.000472488 0.000310277 0.00026894 0.000344538 0.000211463 0.000200024 0.000239664 0.000126299 0.000123895
threshold=0.30112000000000005 -0.24164999999999998 0.085220000000000004 0.088350000000000026 -0.0068949999999999992 0.095950000000000021 -0.12018999999999998 0.086615000000000011 -0.10096999999999999 -0.11713499999999999 -0.084269999999999984 -0.090639999999999984 0.086950000000000013 0.10487 0.078475000000000017 0.14871000000000004 -0.0087149999999999988 0.056795000000000005 0.086245000000000016 -0.0083599999999999976 0.11635500000000001
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 20 3 4 -3 -4 14 8 9 -8 -10 -12 -13 -5 15 19 -11 18 -18 -6 -1
right_child=-2 2 5 13 6 -7 7 -9 10 16 11 12 -14 -15 -16 -17 17 -19 -20 -21 -22
leaf_value=-0.0014338150206010729 0.001398716094817292 -0.0027734842920536422 -0.00032665936216608996 0.0023643252537660759 0.0011171223065521265 0.0020989756796468226 -0.0009446515734762885 -0.0021488879770918835 -0.0024322361514893002 0.0017523481438914484 0.00091054345333004363 0.00028366573383968981 -0.0022753466982674388 0.00013234474322315224 -0.00053593445712715173 -0.000271412063607179 -0.00011493511716739719 -0.00079089166699223678 0.0020230771104926618 0.00269692807703594 -8.0674843232801381e-05
leaf_weight=0.0018101422530654157 0.0011603904517905042 0.0010960778659528927 0.001083675796117233 0.001072676931109128 0.0010147947980634342 0.0016013404909980267 0.001755492374631018 0.0011656846746541652 0.0011531314032930907 0.0016691943835489553 0.0015957190341868675 0.0013661472683013289 0.0015838186546532906 0.0015452441660102068 0.0013989315279925307 0.001132879425227884 0.0011110590686484968 0.0010464005582093705 0.0010244289174465848 0.0010433478304747662 0.0011094913954572405
leaf_count=336 132 425 61 53 46 225 75 126 472 64 48 358 397 60 71 36 26 20 19 34 37
internal_value=0 -6.48552e-05 3.71709e-05 -9.6348e-05 -0.000252577 0.00111999 -9.95894e-05 -0.000348076 -0.000177486 0.000360836 -0.000801557 -0.000387892 -0.00109025 0.00104688 0.000629695 0.0011407 0.000833261 0.000351115 0.000910705 0.00191798 -0.000919608
internal_weight=0 0.0273797 0.02446 0.021775 0.0191571 0.00268502 0.018061 0.0134711 0.0123054 0.00660658 0.00569882 0.00454568 0.00294997 0.00261792 0.00458995 0.00319102 0.00485108 0.00318189 0.00213549 0.00205814 0.00291963
internal_count=3121 2989 2616 2330 2217 286 1792 1605 1479 204 1275 803 755 113 187 116 129 65 45 80 373
is_linear=0
shrinkage=0.00318838


Tree=834
num_leaves=31
num_cat=0
split_feature=133 52 39 42 453 123 1348 1456 4 1213 14 13 13 403 43 150 160 3 1 16 151 130 15 1 0 48 43 3 2 52
split_gain=0.00232004 0.00207721 0.00193448 0.00205811 0.00196743 0.00178067 0.00178632 0.00154873 0.00185146 0.00174472 0.00166071 0.00154458 0.00200067 0.00169692 0.00175397 0.00183784 0.0021901 0.00154292 0.00151608 0.0020279 0.00150032 0.00168008 0.00140914 0.00168781 0.00164337 0.00285364 0.00105719 0.00105284 0.000959337 0.000932854
threshold=-0.25159999999999993 -0.52017999999999986 0.16946000000000003 -0.11466499999999999 0.10218000000000001 1.0000000180025095e-35 0.090205000000000021 1.0000000180025095e-35 0.27287000000000006 -0.082704999999999987 0.076175000000000007 -0.094514999999999988 -0.53104499999999988 -0.088999999999999982 -0.084004999999999982 -0.22665999999999997 -0.091944999999999985 -0.078934999999999991 0.111945 -0.54165499999999989 -0.081154999999999991 -0.086274999999999991 0.035560000000000008 0.094465000000000007 -0.13455999999999999 0.086425000000000016 -0.25681499999999996 -0.091354999999999978 0.094835000000000017 0.15116000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 26 5 6 7 8 9 -5 11 12 -11 -13 20 -16 -17 -14 19 -10 -15 -22 23 24 25 -18 -3 -24 -7 -30
right_child=1 2 -4 4 -6 28 -8 -9 18 10 -12 13 17 14 15 16 22 -19 -20 -21 21 -23 27 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0012045463371598902 -0.0015158461413412173 -0.0014700700709569445 0.0015165289268916592 -0.001515925789137517 -0.0013391056522493133 -1.5795193853574815e-05 0.0014846440181103767 -0.0015158775591865045 0.0012821433737172925 -0.0010256212437368825 -0.0013448630424433858 -0.0015158627910969859 -0.00024766078372513782 -0.0011997374677717508 0.001384305480379739 -0.0015159136059205958 0.00089996186522735559 0.00099780595147315248 0.0012958615414170433 -0.00059168424925839505 -0.00093229132093542669 0.00072522331618168597 0.00029278199405436312 0.00044091644054698633 -0.0011692850966302901 -0.00096680831844190521 0.00014583278739594785 -0.0015160503387237258 0.0014891378355877483 -0.0001219060048352598
leaf_weight=0.0037097075863350417 0.0019887813564647408 0.003122034804206919 0.0020208177716938272 0.0018443568914818789 0.0022235725584209822 0.0022409237065446055 0.0019112751296290744 0.0015156567432779147 0.002127836205801259 0.0017977821407839665 0.0021008040050531909 0.0018849823062296869 0.003044863940189658 0.0012619083650946558 0.0014848721548332824 0.0032517439867021372 0.0039261529254872463 0.0091602153604242176 0.0044569474272577736 0.0035252602906439279 0.00159386032942166 0.011855958906394903 0.0010025434916212106 0.0093423102783560807 0.0042948298734835199 0.0036123518407293886 0.0013249790908655959 0.0028156086537762795 0.0041741445265728316 0.0010294051628534362
leaf_count=187 216 54 23 253 18 106 32 241 25 5 56 305 45 80 5 166 24 91 144 30 17 182 28 86 225 20 95 228 122 12
internal_value=0 1.70959e-05 4.95467e-05 1.72983e-05 6.84335e-05 0.000105143 3.73872e-05 9.43567e-07 3.185e-05 -6.29912e-05 -2.0068e-05 2.60639e-05 0.000467203 -0.000107275 -4.75309e-05 -0.000259354 -0.000345761 0.000687093 0.000634808 0.000113628 0.000380534 0.000528801 -0.000193522 -4.06961e-05 -0.000420925 5.43027e-06 -0.000988615 -0.0010411 0.000813354 0.00117043
internal_weight=0 0.0959368 0.093948 0.0919272 0.0874802 0.0852566 0.0778121 0.0759008 0.0743852 0.0642751 0.0624308 0.06033 0.0140029 0.0463271 0.0444421 0.0297304 0.0282455 0.0122051 0.01011 0.0056531 0.0147117 0.0134498 0.0249938 0.0211756 0.0118333 0.0075385 0.00444701 0.00381815 0.00744447 0.00520355
internal_count=3121 2934 2718 2695 2546 2528 2288 2256 2015 1816 1563 1507 141 1366 1061 782 777 136 199 55 279 199 611 355 269 44 149 256 240 134
is_linear=0
shrinkage=0.00151575


Tree=835
num_leaves=31
num_cat=0
split_feature=31 39 42 156 10 2 123 4 1447 453 4 3 3 1 151 15 403 13 13 133 3 4 52 3 457 457 16 16 1 12
split_gain=0.00157426 0.00119335 0.00111174 0.0010123 0.000977012 0.00104521 0.00144968 0.00128386 0.00124826 0.00107513 0.000954618 0.000913575 0.00119617 0.00127977 0.00110422 0.000909065 0.000907442 0.000855417 0.00104333 0.00132957 0.00108845 0.00177572 0.000800916 0.00083474 0.000617174 0.00119644 0.000771905 0.00162253 0.00119306 0.00114858
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.11466499999999999 -1.0000000180025095e-35 0.058500000000000003 0.088850000000000012 0.088610000000000008 0.23246000000000003 -1.0000000180025095e-35 0.10564500000000002 -0.083854999999999985 -0.078934999999999991 -0.074084999999999998 0.080000000000000016 -0.080994999999999998 -0.11713499999999999 0.092070000000000013 -0.53104499999999988 -0.43167499999999998 0.09389500000000002 -0.38012499999999999 -0.42529999999999996 -1.0000000180025095e-35 -0.08824499999999999 -0.14786499999999997 -0.072694999999999996 -0.071854999999999988 -0.008904999999999998 0.085110000000000005 0.087005000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 7 8 10 -7 16 22 -12 -13 -14 -15 -9 17 -10 -19 20 -20 -22 -5 -24 -23 -26 28 -28 29 -27
right_child=1 -3 3 4 -6 6 -8 15 9 -11 11 12 13 14 -16 -17 -18 18 19 -21 21 24 23 -25 25 26 27 -29 -30 -31
leaf_value=0.0012440353075332657 -0.00081268746506944311 0.0012438260823282065 -0.0012435049172257958 -0.0007026018931380961 0.0011342869913977542 -0.0011621084262061657 0.0010856954917793885 -0.00035379078587015133 -0.00062113652220640398 -0.0011060435293086686 -0.0011189204491326556 0.00043762193832650901 0.00047462031676731012 0.0001182416067871353 -0.0012435808562454448 0.00080059540182215181 -0.00091150756294195671 0.0010731620779074924 0.0012370562291303877 -0.00079661441788915293 -0.0010073943114835874 0.0011598321669095957 -0.00019251679724236029 0.001097135296259678 -0.00087056253462870911 0.00057707305430279305 -0.00080027909766382959 0.00032336699266535867 0.00075181659896802946 -0.0012435576924336783
leaf_weight=0.0014994690509553257 0.0029435648524391836 0.0010935620128691417 0.0010461749810470869 0.0014117785580767261 0.0011324297890382687 0.0013074451735679551 0.0021319411858016215 0.0017506064154986234 0.0020643544457925591 0.0011533251499713506 0.003616296967524856 0.0021151423096412714 0.0012702809096207836 0.0012068307206050122 0.0038813594850672928 0.0026534191794098652 0.0012834914409154399 0.0020043739962432019 0.0015360647085458255 0.0021447102339973148 0.0018691935050156759 0.0011028363627474383 0.0016159997990712327 0.0014928520929089447 0.0014875307923247752 0.0011220012353518752 0.002614742267144963 0.008275463969759804 0.0079816261885952144 0.001025375423993502
leaf_count=86 168 21 156 67 50 79 95 26 14 13 671 106 26 27 137 23 97 21 22 224 102 19 139 88 57 29 109 191 151 107
internal_value=0 -4.4361e-05 -6.59534e-05 -3.06702e-05 -9.95498e-06 -3.15085e-05 8.86814e-05 -0.000255161 3.11908e-05 7.49359e-05 -0.000413416 -0.000595695 -0.000372398 -0.00064185 -0.00092058 0.000341725 0.000114402 0.00015403 0.000205378 0.000145728 0.000220541 0.000159257 7.40683e-05 0.000426766 0.000251622 0.000207119 0.000283387 5.35792e-05 0.000530465 -0.000292281
internal_weight=0 0.0663348 0.0652412 0.0622976 0.0612515 0.060119 0.0391045 0.0210146 0.0369725 0.0356651 0.0166105 0.0120899 0.00847361 0.00635847 0.00508819 0.00440403 0.0345118 0.0332283 0.0311639 0.0291595 0.0270148 0.0254788 0.00452063 0.00310885 0.0236096 0.0225067 0.0210192 0.0108902 0.010129 0.00214738
internal_count=3121 3035 3014 2846 2690 2640 1330 1310 1235 1156 1261 967 296 190 164 49 1143 1046 1032 1011 787 765 294 227 663 644 587 300 287 136
is_linear=0
shrinkage=0.00124344


Tree=836
num_leaves=20
num_cat=0
split_feature=1213 147 448 52 42 123 1 484 159 16 15 0 1 43 16 16 48 4 0
split_gain=0.000260948 0.000231692 0.000277515 0.000357668 0.000304216 0.000452954 0.000383339 0.000337508 0.00031903 0.000312396 0.00047823 0.00031424 0.000309843 0.000241457 0.000254644 0.000162958 0.000286492 0.000250177 0.000471613
threshold=-1.0000000180025095e-35 0.089025000000000007 -1.0000000180025095e-35 0.19022000000000003 -0.11466499999999999 1.0000000180025095e-35 0.104035 0.08660000000000001 0.08154500000000002 0.042200000000000008 -0.037864999999999989 -0.11756999999999999 0.11392000000000001 -0.15582499999999996 0.15891500000000003 -0.094359999999999986 0.086035000000000014 0.0061450000000000003 -0.084269999999999984
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 8 13 10 11 12 -8 -6 15 16 -15 18 -17
right_child=1 -3 3 -5 5 -7 9 -9 -10 -11 -12 -13 -14 14 -16 17 -18 -19 -20
leaf_value=-0.0015970334068942168 -0.0017914671479156497 0.0013114517354267546 -0.0014089468131457503 -0.0013736351589097053 0.00087738559079753346 0.0018698909723462742 0.0010586980322066818 0.0014489968934277566 -0.0022795708789518682 -0.00048655116093151686 0.0032496714134350058 0.0017679648565907904 -0.0014058285456552038 -5.6587589335493958e-05 -0.0017348339505245038 -0.0022279562175567236 -0.0023259691671328121 0.0013727709882407474 0.00073741090176040504
leaf_weight=0.0011783099906712549 0.0010105920984866392 0.0016599181728196291 0.0013648656689644314 0.0019321765859057196 0.0018737409716180773 0.0019234595162664894 0.0012456127780353654 0.0012729008383178817 0.0010068305114772089 0.0017806590199995753 0.0010663190624455856 0.0017700916478853301 0.0011862299670983845 0.0019425971882192049 0.0015946289403245828 0.001032967274019022 0.0010055559511323864 0.0014743349185799559 0.0016741178663979353
leaf_count=491 57 122 107 337 68 223 42 127 182 139 32 108 63 106 180 286 49 55 347
internal_value=0 6.11276e-05 -1.82156e-05 5.30465e-05 0.000171789 0.00027053 0.000116148 -0.000238003 -0.000423046 0.000763147 0.00118554 0.000661731 -0.000143475 -0.000246672 -0.000488091 -0.000209239 -0.000830628 0.000228877 -0.000394111
internal_weight=0 0.0278176 0.0261577 0.0251471 0.0232149 0.02185 0.0199266 0.0128777 0.0116048 0.00704891 0.00526825 0.00420193 0.00243184 0.0105979 0.0087242 0.00712957 0.00294815 0.00418142 0.00270709
internal_count=3121 2630 2508 2451 2114 2007 1784 1400 1273 384 245 213 105 1091 1023 843 155 688 633
is_linear=0
shrinkage=0.00345121


Tree=837
num_leaves=31
num_cat=0
split_feature=31 1348 39 51 1 14 16 44 3 47 47 128 52 16 1 12 42 3 52 2 42 4 159 0 42 48 0 3 12 15
split_gain=0.00203709 0.00157533 0.00155976 0.00140767 0.00176249 0.00121301 0.00114307 0.00105128 0.00198739 0.000961096 0.00139848 0.00144883 0.00100126 0.00125804 0.000966784 0.00118438 0.000983237 0.00126112 0.00127321 0.00126322 0.00116214 0.000944851 0.00133606 0.00102281 0.0010023 0.00094231 0.0014964 0.00114038 0.00126827 0.00121458
threshold=-1.0000000180025095e-35 0.095915000000000014 0.16946000000000003 -0.25354999999999994 0.13436000000000001 0.076175000000000007 -0.061854999999999993 0.084760000000000016 0.30112000000000005 0.11893500000000001 0.11312500000000002 0.086950000000000013 -0.52017999999999986 0.41553500000000004 0.098220000000000016 -0.083994999999999986 0.092620000000000022 -0.15121499999999996 0.11434500000000002 0.089885000000000007 -0.088934999999999986 -0.083854999999999985 0.091005000000000016 -0.23051499999999997 0.083995000000000014 0.12879500000000002 -0.17169499999999996 -0.0037349999999999996 0.092465000000000006 -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 3 -2 5 7 -6 8 9 10 11 12 -5 14 16 -16 17 -14 19 21 -21 22 24 -23 -19 26 -17 28 -28 -30
right_child=1 -3 -4 4 6 -7 -8 -9 -10 -11 -12 -13 13 -15 15 25 -18 18 -20 20 -22 23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.0011720877145972673 -0.0008819910700549222 0.0011442230759257379 0.0011720171010460613 -0.001171798048240545 0.0010288828400442378 -0.0011444564344555313 -0.00021369277994192607 -0.0010537369378313352 0.0011718157312956118 -0.00094863358163635903 0.00095338194471638184 -0.0011719174612150765 0.00056431329701211585 0.00087571291563823099 0.0011717921535390932 0.00074264658985288053 -0.00086606813604614907 -0.00019966080867455659 -0.0010706304104456837 -0.0010037708381100976 0.00010211790663303324 0.00043076270765276907 -0.0011719577581024009 -0.00079890240685425546 0.001163883065540001 -0.00075459723976027476 0.00067849145070187538 -0.00077178598469883179 -0.00073932629830641451 0.00052781992369648921
leaf_weight=0.0013945531293941818 0.0052077749669052755 0.0010886297868637476 0.0010105021843713749 0.0015106593665556991 0.002348391085419621 0.0022371857752432325 0.0017920831128890305 0.0022598537734666016 0.0013392807962020461 0.0027454772240176331 0.0013190511293643672 0.0023316515725619871 0.0023170061095924973 0.0014406754896469911 0.0011023902124804854 0.0031654425887239742 0.0042795787601939131 0.0017601057477474183 0.0029044641038478139 0.0014513215496236862 0.012907701033872954 0.0010274489695802783 0.0010275324926212193 0.0096616574105397451 0.0012771955309673899 0.0024394939139256158 0.0029041265857188128 0.0031110592084360221 0.0030594768136325001 0.0015722355585836567
leaf_count=86 146 22 21 177 103 90 41 25 50 56 31 158 33 10 72 40 342 190 213 52 277 12 19 645 36 11 74 23 38 28
internal_value=0 -0.000255978 -0.000274679 -0.000292839 -0.000252089 -0.000295335 0.00049107 -0.00026777 -0.000241123 -0.000270095 -0.000240321 -0.000266028 -0.000230179 -0.000205401 -0.00023323 -3.51495e-06 -0.00033647 -0.000270459 -0.000330869 -0.000257066 -9.65852e-06 -0.000497852 -1.70099e-05 -0.000680706 0.000373714 -8.32381e-05 3.53353e-05 -0.000174956 7.14361e-05 -0.000309193
internal_weight=0 0.0825995 0.0815108 0.0805003 0.0752925 0.0711521 0.00414047 0.0689149 0.066655 0.0653158 0.0625703 0.0612512 0.0589196 0.0574089 0.0559682 0.0173542 0.038614 0.0343344 0.0320174 0.029113 0.014359 0.0147539 0.00406483 0.0106891 0.0030373 0.0162518 0.0138123 0.0106469 0.00753584 0.00463171
internal_count=3121 3035 3013 2992 2846 2702 144 2612 2587 2537 2481 2450 2292 2115 2105 286 1819 1477 1444 1231 329 902 245 657 226 214 203 163 140 66
is_linear=0
shrinkage=0.00117172


Tree=838
num_leaves=22
num_cat=0
split_feature=150 1374 1 484 1213 151 4 1 124 13 132 43 47 16 52 0 15 3 49 457 1
split_gain=0.000230636 0.000369377 0.000386777 0.000293238 0.000267238 0.000281954 0.000367634 0.000337981 0.000298948 0.000282833 0.000474149 0.000402529 0.000366904 0.000423617 0.00035002 0.000445123 0.000295988 0.000289859 0.000252494 0.000209946 0.000123016
threshold=0.081835000000000019 -0.094929999999999987 0.086105000000000015 -0.0068949999999999992 -1.0000000180025095e-35 -0.033849999999999991 0.27287000000000006 0.111945 -0.076164999999999983 -0.076384999999999995 0.082150000000000015 -0.51144999999999985 0.11518500000000002 0.15273500000000004 0.10160000000000001 -0.060129999999999996 0.090455000000000021 -0.0087149999999999988 -0.00064499999999999985 0.069910000000000014 0.090965000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 -5 18 8 -8 -7 14 11 -11 13 17 15 16 -10 -13 -6 -4 -19
right_child=1 2 19 4 5 6 7 -9 9 10 -12 12 -14 -15 -16 -17 -18 20 -20 -21 -22
leaf_value=-0.0018996582472916501 -0.00095378272127859222 -0.000790591344885797 0.00097066127485881957 -0.0018725635788564789 -0.0025610891498551989 -0.0018357089928650642 -5.8652894019076651e-05 0.002736655704300016 -0.00039417058948952013 0.0014530188399808652 0.0018953783805703752 -0.0019413835611894394 0.00043709799374138319 -0.0031781949151882143 -0.00090928000105443903 0.0033925295696990024 0.0018296439907960736 0.00097781452339681593 -8.1983895151995284e-05 0.0028428595866748533 -0.00072786638852476518
leaf_weight=0.00126009878788813 0.0014570312254988949 0.0010167567057959284 0.0018207319125913557 0.0010650791119380934 0.0010239105758413913 0.0011561427269342053 0.0010356457459934623 0.0013193131740774078 0.001789156436142747 0.0011268765332506066 0.0011771901627835044 0.0017107564868823442 0.0020073619779816809 0.0013440734067207138 0.0012984277257825916 0.0010055167121549797 0.0014562789029000101 0.0010450353070865634 0.0011932933438494322 0.0014379482921853537 0.0012403100598703531
leaf_count=475 52 106 153 460 83 67 32 196 159 31 100 480 37 225 162 30 40 31 67 109 26
internal_value=0 0.00063876 0.00118148 -0.000181426 -8.29848e-05 8.08579e-06 0.000154413 0.00150736 -4.03723e-05 9.61758e-05 -0.000282635 -0.000585186 -0.000897781 -0.00139956 0.000755012 0.00126336 0.000603691 -0.000801322 -0.00122684 0.0017968 5.21018e-05
internal_weight=0 0.00573247 0.00427544 0.0232545 0.0219944 0.0209293 0.0187121 0.00235496 0.0163571 0.015201 0.0096516 0.00847441 0.00734754 0.00534018 0.00554938 0.00425095 0.00324544 0.0039961 0.0022172 0.00325868 0.00228535
internal_count=3121 420 368 2701 2226 1766 1616 228 1388 1321 930 830 799 762 391 229 199 537 150 262 57
is_linear=0
shrinkage=0.00366245


Tree=839
num_leaves=22
num_cat=0
split_feature=1 51 49 49 15 42 47 14 47 16 403 0 0 15 43 484 1 4 16 15 3
split_gain=0.000231057 0.000346652 0.000324872 0.000447753 0.000338104 0.000310879 0.000245561 0.000455572 0.00040174 0.000331397 0.00022866 0.000334789 0.000437525 0.000450962 0.000244264 0.000272725 0.000240148 0.000223323 0.000201736 0.000130101 7.85375e-05
threshold=0.094385000000000011 0.08955500000000001 -0.043469999999999995 -0.0055299999999999993 0.035560000000000008 0.10256000000000001 0.092530000000000015 -0.10708499999999999 0.11069000000000002 -0.069144999999999984 0.090990000000000015 -0.077999999999999986 -0.10607499999999999 0.083935000000000023 -0.17390999999999998 0.081425000000000011 0.077565000000000009 -0.0019149999999999998 0.15273500000000004 -0.099734999999999976 0.095270000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 4 -4 20 6 7 -5 -8 -10 11 12 16 -14 -13 18 -1 -18 -16 -9 -2
right_child=2 -3 3 5 -6 -7 8 19 9 -11 -12 14 13 -15 15 -17 17 -19 -20 -21 -22
leaf_value=-0.001423105874969743 0.0016555536246751746 -0.0025211425253320722 -0.0025609012238757018 -0.00058597749961758862 -6.7808365712182514e-05 -0.0017262578537259848 -0.0019350665026160482 0.0032234540253095246 0.0022050659092047275 -0.00055473738990460591 -0.002033087792431732 0.0020119996640749335 -0.0037595171511518319 -0.00026157089461594857 0.00073909849135231148 0.001912018963044155 -0.0003910429356410047 0.0019738836000153417 -0.0013674424849533643 0.0014444589386718686 0.0032121831079381527
leaf_weight=0.0010853671114610126 0.0010677299401198334 0.001145231162519301 0.0010209957671811773 0.0015093957498280046 0.0015262041135173376 0.001143406805102388 0.0014090762442418026 0.0011390844332579446 0.0013058634686871073 0.001562916875748499 0.0010230322387557731 0.0015884671639341263 0.0012242489777749554 0.0011868900189700993 0.0012938642745070599 0.0010584777767617126 0.0012548810550505607 0.0013610047324021934 0.0017470220210893395 0.0016397841616466683 0.0010522613034780193
leaf_count=92 119 230 50 77 53 103 58 123 46 59 204 35 567 508 237 58 55 52 140 195 60
internal_value=0 -0.000389586 0.000340657 -1.3673e-05 0.00138343 0.000254178 0.000518527 0.00120233 -0.000166941 0.00070152 -0.000199218 -4.02293e-05 -0.000697253 -0.00203764 0.000665837 0.00014421 0.00017593 0.000839392 -0.000471132 0.00217369 0.00242819
internal_weight=0 0.0139685 0.0143767 0.0107305 0.0036462 0.00970953 0.00856612 0.00428826 0.00427786 0.00286878 0.0128233 0.0118002 0.00611239 0.00241114 0.00568783 0.00409936 0.00370125 0.00261589 0.00304089 0.00277887 0.00211999
internal_count=3121 2178 943 711 232 661 558 395 163 105 1948 1744 1274 1075 470 435 199 107 377 318 179
is_linear=0
shrinkage=0.00404364


Tree=840
num_leaves=22
num_cat=0
split_feature=128 124 1 47 13 52 3 133 41 3 13 1 2 3 16 1 2 1 123 12 16
split_gain=0.000231551 0.000241562 0.00022791 0.000485409 0.000412339 0.000287363 0.000278927 0.000264625 0.000291114 0.000433058 0.000258023 0.000357022 0.000504649 0.000375064 0.00020937 0.000253254 0.000245677 0.000156579 0.00013635 8.57758e-05 5.0444e-05
threshold=0.086950000000000013 -0.043384999999999993 0.12337000000000002 0.10813000000000002 -0.059629999999999996 -0.23798499999999997 0.11296500000000002 0.10622000000000002 0.078475000000000017 -0.12018999999999998 -0.47860499999999995 0.094465000000000007 0.092365000000000017 0.12178000000000001 -0.083539999999999989 0.080000000000000016 0.089005000000000015 0.10508500000000001 0.085110000000000005 0.081420000000000006 -0.27167499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 18 3 5 -4 -3 -6 8 9 19 -11 12 14 17 16 -16 -12 -13 -1 -7 -19
right_child=-2 2 4 -5 6 7 -8 -9 -10 10 11 13 -14 -15 15 -17 -18 20 -20 -21 -22
leaf_value=0.00035077647104870814 -0.0018274693169296398 -0.0017397303219912777 0.0029328437577276138 -0.0026185048161017207 0.0014032614315874555 0.002580180607586234 -0.0011665244508459994 -0.0016365123882049618 -0.0018379725517034529 0.0019161564358279285 -0.00036252320336466757 0.00034221694639133152 -0.0027677438971844765 -0.0012000606669283597 0.00020995602085271088 -0.0022427468422385266 0.0021861755246924404 0.0014199196369674132 0.0022762653255034679 0.0011901866859795663 0.0026610397087615855
leaf_weight=0.001199120230094052 0.0010679225836089925 0.0014946941817979243 0.0010597132592380376 0.0012501956965653696 0.0012249991053074885 0.0010674625542108568 0.0014489783623048424 0.0013229559089893419 0.0010272364616827892 0.0010261169697756119 0.0014653727029463283 0.0014826275672294997 0.0015112935755481338 0.0012516893768861337 0.001420398436667099 0.0012385350013444096 0.0010000201079984894 0.0010438445552622966 0.0011158199327496732 0.0020143739979427977 0.0010152200962636471
leaf_count=110 203 295 122 101 53 45 37 339 85 14 318 82 300 42 430 178 62 36 137 87 45
internal_value=0 5.50843e-05 -6.11859e-05 -0.000224289 0.000840107 -6.98538e-05 1.07425e-05 6.96852e-05 0.000205957 0.000341092 1.18673e-05 -0.000159103 -0.000754622 0.000665291 -0.000160901 -0.000932516 0.000671288 0.00132454 0.00127888 0.00167164 0.00203185
internal_weight=0 0.0266807 0.0243657 0.020632 0.00373369 0.0193818 0.00267398 0.0178871 0.0165642 0.015537 0.0124551 0.011429 0.00663562 0.00479338 0.00512433 0.00265893 0.00246539 0.00354169 0.00231494 0.00308184 0.00205906
internal_count=3121 2918 2671 2459 212 2358 90 2063 1724 1639 1507 1493 1288 205 988 608 380 163 247 132 81
is_linear=0
shrinkage=0.00396435


Tree=841
num_leaves=20
num_cat=0
split_feature=147 11 3 2 403 124 457 160 16 133 16 151 43 52 1 13 12 133 1
split_gain=0.000219829 0.000262107 0.000246754 0.000346066 0.000241885 0.000254694 0.000299985 0.000360968 0.000438008 0.000481381 0.000307642 0.000295243 0.000272348 0.000274697 0.000230253 0.00022762 0.000205894 0.000190382 0.000170438
threshold=0.089025000000000007 0.081790000000000015 -0.12018999999999998 0.10855000000000002 -1.0000000180025095e-35 -0.043384999999999993 -0.0029299999999999994 -0.076689999999999994 0.033715000000000009 -1.0000000180025095e-35 -0.013324999999999998 -0.0083949999999999979 -0.074359999999999996 -0.070154999999999981 0.10060500000000001 0.049530000000000012 -0.093619999999999995 0.083950000000000011 0.11212500000000002
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 15 -4 16 -7 10 9 -9 -8 -11 -10 -14 17 -1 -6 -13 -16
right_child=-2 -3 4 -5 5 6 7 8 12 11 -12 14 13 -15 18 -17 -18 -19 -20
leaf_value=0.0011180422848758589 0.0012645195354289674 -0.0013497386229509663 -0.001654194410082969 0.0022906647267011914 1.8392875569113122e-05 -0.0016493824837400112 -0.0027620126094047648 -0.0013147798095712387 0.00018850496275366879 -0.00047571740578984033 -0.00022609642180108043 -8.7790847723116799e-05 -0.0029569678026218006 -0.00038996271034910272 0.003104689842992225 -0.0012018504386457865 0.0021557714275345814 0.0017123397037828211 0.0013747432321037569
leaf_weight=0.0010807684275633269 0.0015700624542596122 0.0019021690961835694 0.001226818290549824 0.0013255151006319466 0.0011296161525597981 0.0015810851129145478 0.0010137976269071203 0.0013353648510849867 0.0018955871536552316 0.0014061565178220556 0.0014275856747456581 0.0018346924198016073 0.001021706772626696 0.0010448974070058634 0.0010979222099649633 0.0010175491965362937 0.0011046581110889511 0.001207020955524829 0.0019757016792443238
leaf_count=66 124 172 709 32 56 215 245 324 168 84 174 119 120 66 23 64 158 126 76
internal_value=0 -9.24375e-05 8.36142e-06 0.000882553 -0.000139062 -4.16198e-05 -0.000189775 -3.85496e-05 0.000197722 0.000632945 -0.00127915 0.000978744 -0.000775151 -0.00165906 0.00131318 -6.9566e-06 0.00107514 0.000626542 0.00199269
internal_weight=0 0.0256286 0.0237264 0.00342383 0.0203026 0.0190758 0.0168415 0.0152604 0.012819 0.00885686 0.00244138 0.00752149 0.00396219 0.0020666 0.00611534 0.00209832 0.00223427 0.00304171 0.00307362
internal_count=3121 2997 2825 162 2663 1954 1740 1525 1106 752 419 428 354 186 344 130 214 245 99
is_linear=0
shrinkage=0.00352023


Tree=842
num_leaves=31
num_cat=0
split_feature=39 9 42 151 1348 4 11 14 1213 376 13 12 403 132 43 3 150 160 457 14 1 43 0 47 42 3 15 1374 0 40
split_gain=0.00177426 0.00165678 0.00153085 0.00120181 0.00151098 0.00134735 0.00152835 0.00115907 0.00116176 0.000926626 0.000866872 0.00138387 0.00117282 0.0013695 0.00121729 0.000966708 0.00108242 0.0015902 0.000945595 0.000783834 0.000782492 0.000836449 0.000769116 0.00133477 0.00130714 0.000875459 0.00126844 0.000788926 0.000589596 0.000534512
threshold=0.16946000000000003 -0.036024999999999995 -0.26584999999999998 -0.40381499999999992 0.090205000000000021 0.27287000000000006 0.081790000000000015 0.076175000000000007 -0.082704999999999987 0.049360000000000008 -0.094514999999999988 -0.042789999999999988 -0.088999999999999982 0.081465000000000024 0.097930000000000017 -0.12018999999999998 -0.22665999999999997 -0.091944999999999985 -0.0029299999999999994 -0.46885499999999997 0.08844500000000001 0.08845500000000002 -0.10607499999999999 0.13082500000000002 0.083995000000000014 -0.082094999999999987 0.040760000000000005 -0.094929999999999987 0.11070500000000001 -0.081804999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 -10 -12 14 15 28 -17 -18 -19 -7 21 -13 27 24 -24 26 -26 -20 -14 -11
right_child=-2 2 3 4 -6 19 -8 -9 9 29 12 20 13 -15 -16 16 17 18 22 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.001268806846598685 0.0012688880032307713 -0.0012686938969243325 -0.0011085756339914285 -0.0012684024393884218 0.0012251997024255524 -0.00021010898965315316 -0.0012683950000686513 -0.0011024255731966021 -0.00079811150106195398 0.00016901171292642568 -0.0012684010100429647 -0.00027750819287324991 0.0009650540010030836 0.00078192335338490501 -0.0012685832193262904 0.00098592467169207588 -0.0012684283964251696 -0.0009142895119495988 -0.00049568888211736265 0.00066878037420892308 0.00095168901488719947 0.00077026919165249029 -0.0011291685092582886 0.0007824803823616056 -0.00071409600656517668 -0.00081141226309693602 0.0010846590174006165 0.00041105333799465059 -4.5115759762404788e-05 0.0012013140490038914
leaf_weight=0.0014823452556775854 0.0016651857074378986 0.0017176100940474717 0.0016941785197275286 0.0012340588138517452 0.001514951996398394 0.0022661975113464905 0.0018408917528489601 0.0017587288147637983 0.0016677211131082012 0.0018071686848912805 0.0014931567054947683 0.0029680205149134053 0.001890352234909176 0.0025039273409959142 0.0016069283530599767 0.0011267996287642737 0.0023795438736460275 0.0024290596862988059 0.0020112081656407099 0.0058358838604632979 0.0032652929579057854 0.002087712078143511 0.0033817885771574539 0.0014608881911328808 0.0010401721085022547 0.0016040005218025538 0.0016017429098695857 0.006638180129243651 0.0018284095785929821 0.0014576680894151641
leaf_count=89 23 18 64 285 33 36 119 70 19 35 341 61 36 117 152 8 246 130 14 236 66 35 355 9 90 269 37 82 12 34
internal_value=0 -5.68164e-05 -8.74662e-05 -5.49492e-05 -2.5542e-05 -5.75568e-05 -0.000133768 -9.13504e-05 -5.39017e-05 -2.14958e-05 -7.0972e-05 0.000256385 -0.000170071 -0.000118013 -0.000195718 -0.00013278 -0.000227214 -0.000287843 -0.000172142 0.00042295 0.00046773 0.000155161 -7.05111e-05 -0.000328152 -0.000540864 -7.22915e-05 0.000376455 0.000200212 0.000468382 0.000629909
internal_weight=0 0.0655946 0.0641122 0.0623946 0.0607005 0.0591855 0.0510834 0.0492425 0.0474838 0.0462497 0.0429849 0.00998875 0.0329962 0.031503 0.0289991 0.0273921 0.0236734 0.0225466 0.020167 0.00810208 0.00832103 0.00505573 0.017738 0.00908859 0.0076277 0.00424592 0.00264192 0.00864939 0.00371876 0.00326484
internal_count=3121 3098 3009 2991 2927 2894 2622 2503 2433 2148 2079 181 1898 1557 1440 1288 1240 1232 986 272 162 96 856 760 751 396 127 96 48 69
is_linear=0
shrinkage=0.00126831


Tree=843
num_leaves=20
num_cat=0
split_feature=42 12 12 39 42 4 13 402 484 457 160 151 16 48 15 52 1 52 16
split_gain=0.000219582 0.000333736 0.000337067 0.000281696 0.000325123 0.000361828 0.000288437 0.00032876 0.000249059 0.00032048 0.00025596 0.000246157 0.000293244 0.000183971 0.000308468 0.000315643 0.000212974 0.000122517 2.60119e-05
threshold=-1.0000000180025095e-35 0.051320000000000005 -0.040564999999999997 0.085220000000000004 0.091735000000000025 0.09173000000000002 0.10820000000000002 0.081585000000000019 0.087235000000000021 -0.0029299999999999994 -0.082299999999999984 -0.083694999999999978 -0.50992999999999988 0.093675000000000022 1.0000000180025095e-35 -0.078224999999999975 0.095285000000000022 0.077655000000000016 -0.080029999999999976
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 8 9 -2 -11 -12 -13 14 15 -14 17 -17 -3
right_child=3 18 -4 -5 5 -7 -8 -9 -10 10 11 12 13 -15 -16 16 -18 -19 -20
leaf_value=-0.0015026937594098853 -0.0019750761165078785 -0.0017317087368567718 0.0017446791946209754 0.0017831263466953657 -0.0027050133844907748 0.00013165668271857559 0.0023861001338117841 0.0024084379369326151 -0.0017641560347252516 -0.0014028054896486858 -0.001290712757293378 0.0028881926649816903 0.0024874248575954497 0.0017500508329556259 -0.0015381950168053273 -0.0016798342932938381 0.0014071495478115035 0.00028747339231079746 -0.0027288613883532692
leaf_weight=0.001183337460870959 0.001265573640128804 0.0010032679805607181 0.0012690458104529503 0.0018735305897052959 0.0016401171343002332 0.0018144805553719223 0.0011372348416074365 0.0011068734280508244 0.0014862500183219227 0.0014316696205918253 0.0012165923326392684 0.0011353432202128024 0.0013824970204230347 0.0018348263722884894 0.0015341372047106283 0.0012640173629394624 0.0014003326008715788 0.0011657741552255629 0.0010014547937224894
leaf_count=79 181 396 54 260 468 74 40 140 177 198 71 51 180 70 178 85 54 32 333
internal_value=0 -0.000905142 0.000177739 0.000157508 1.11928e-05 -0.00121509 0.000255205 0.000105837 -6.27607e-05 0.000122753 0.000337466 0.000565342 0.000797727 0.000521158 0.000186952 0.000694684 4.75877e-05 -0.000735952 -0.00222983
internal_weight=0 0.00445711 0.00245238 0.0226893 0.0208157 0.0034546 0.0173611 0.0162239 0.015117 0.0136308 0.0123652 0.0109335 0.00971693 0.00858158 0.00674676 0.00521262 0.00383012 0.00242979 0.00200472
internal_count=3121 862 133 2259 1999 542 1457 1417 1277 1100 919 721 650 599 529 351 171 117 729
is_linear=0
shrinkage=0.00437696


Tree=844
num_leaves=19
num_cat=0
split_feature=1213 44 15 15 16 133 52 13 52 43 52 151 16 0 1 52 16 47
split_gain=0.000201058 0.000195029 0.000262496 0.000349516 0.000248532 0.000216295 0.000248582 0.000244661 0.000216611 0.000383605 0.00028477 0.000316552 0.000471337 0.000606803 0.000291072 0.000255436 0.000303662 0.000196785
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.15026499999999995 -0.11713499999999999 -0.14322499999999996 0.10622000000000002 -0.24164999999999998 -0.47860499999999995 -0.081429999999999989 -0.088004999999999986 -0.0064899999999999992 -0.077429999999999985 -0.36241499999999999 -0.10607499999999999 0.090740000000000015 0.096795000000000006 -0.056919999999999991 0.094160000000000008
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 17 -8 9 -9 14 -12 -13 -14 -10 16 -15 -5
right_child=1 -3 3 5 -6 -7 7 8 10 -11 11 12 13 15 -16 -17 -18 -19
leaf_value=-0.0016677063135993131 0.0023186652529676201 -0.0015184753267718481 -0.0021582810261679924 -0.0019291247338764832 6.0208421970827194e-05 -0.0013362746493571591 0.0022112104204664172 0.0030381546727344957 -0.002627400696780283 0.0001193463929628031 0.0022924451158308546 -0.0018151299570183447 0.002367002353871688 0.00013717980558060827 -3.6030873722241542e-05 0.00094324054842530032 -0.0022711007045645767 0.00032520935194342592
leaf_weight=0.0010658028014248746 0.0015080619193197364 0.0011368778783094049 0.0010965776131921469 0.0013687292054583777 0.0014377792485746844 0.001481147698546347 0.0010281708377881593 0.0010860562108589988 0.0010966488301080652 0.0018199658681821102 0.0011126528523062182 0.001600843222082201 0.0019508815549418267 0.0019625279594375176 0.0016249619951036465 0.0019462922401933813 0.001324785847922328 0.0010214254713929449
leaf_count=491 190 60 111 267 127 331 27 90 190 206 92 105 52 284 108 246 99 45
internal_value=0 5.51534e-05 0.000128272 -2.0666e-05 0.00121638 9.40978e-05 0.000205933 0.000375107 0.000253513 0.00121018 3.32128e-05 0.000339364 9.20081e-05 0.000516955 -0.0010802 -0.000172669 -0.000833356 -0.000965742
internal_weight=0 0.0256044 0.0244675 0.0215217 0.00294584 0.0204251 0.0189439 0.0165538 0.0155256 0.00290602 0.0126196 0.00989798 0.00878533 0.00718449 0.00272161 0.00523361 0.00328731 0.00239015
internal_count=3121 2630 2570 2253 317 2142 1811 1499 1472 296 1176 878 786 681 298 629 383 312
is_linear=0
shrinkage=0.00388662


Tree=845
num_leaves=31
num_cat=0
split_feature=31 39 42 2 1348 14 156 43 123 151 16 1213 38 3 456 2 124 484 133 42 457 43 3 0 0 0 0 42 1374 1
split_gain=0.00177783 0.00151159 0.00167755 0.00124548 0.0012575 0.00187656 0.00113537 0.00103611 0.00111214 0.00111157 0.00125637 0.000985638 0.00100468 0.00135093 0.000896845 0.000814036 0.000762099 0.00102688 0.00110536 0.00118456 0.00102514 0.00102048 0.000951076 0.000881276 0.00236928 0.00131944 0.00151696 0.00114533 0.00113998 0.00119279
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 0.17025000000000004 0.095915000000000014 0.078320000000000015 -1.0000000180025095e-35 0.39192500000000002 1.0000000180025095e-35 -0.5145249999999999 -0.54165499999999989 -0.082704999999999987 0.10386000000000002 0.30112000000000005 0.090775000000000008 0.094835000000000017 1.0000000180025095e-35 -0.0068949999999999992 0.095000000000000015 -0.094469999999999985 0.088045000000000012 0.18116500000000002 -0.20241999999999996 -0.10607499999999999 -0.084269999999999984 -0.082974999999999979 -0.075684999999999988 0.088380000000000014 -0.094929999999999987 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 9 -8 -11 -12 13 14 16 -10 17 20 22 -20 -13 -21 -19 28 27 -26 -27 -25 -24 -30
right_child=1 -3 3 -5 -6 -7 7 -9 15 10 11 12 -14 -15 -16 -17 -18 18 19 21 -22 -23 23 24 25 26 -28 -29 29 -31
leaf_value=0.0012943517491566434 -0.0012941135602393924 0.0012941969733297487 -0.0012937396117297276 0.0012884569616129697 0.0012715545814710562 -0.0012408596836718739 -0.0012938123122824669 -0.0011293792926622415 -0.00041142968125586476 0.0010209248113662141 -0.0012937475570816708 -0.0012937781929514979 -0.0010490707290966024 0.0012937801145405234 -0.0010717908262250937 0.00084748239590673403 0.0010946920019124947 0.00075246082835397931 0.00066795443891945342 -0.0012173031596274791 0.00030230448982866931 0.00016593595360468708 -0.00058426512250416755 -0.001266348919024861 0.0010590673909896093 -0.0010480633281773101 0.00012934716451733482 4.1902678804495401e-05 -0.00059463374655046339 0.00052284213316138733
leaf_weight=0.0016755833442871895 0.00184986781547991 0.0013691417399002139 0.0012090707964089722 0.0011509690242874617 0.0011538636141210637 0.0022939761995672816 0.0011868045185678957 0.0014017619772879178 0.0010960043614716133 0.0018468498749939421 0.0010689205983371855 0.0020353203609868578 0.0016036762855549105 0.0012980885989151139 0.0013785827177699153 0.0039856137355656074 0.001016224652175878 0.0032528876851074381 0.0010996508051874798 0.0032028926633742563 0.0010065433668842161 0.001237482709257165 0.0023735344402666661 0.0038610575433963663 0.0020823230151520806 0.0021404419693764427 0.012681909658919558 0.0015775477853523512 0.0018280429704873149 0.012736772960693088
leaf_count=86 18 21 158 51 22 83 45 103 45 48 286 339 28 64 60 129 15 84 22 311 16 5 14 295 55 249 266 54 38 111
internal_value=0 -5.28187e-05 -7.75218e-05 -4.66108e-05 -6.80553e-05 -8.99799e-05 -5.12734e-05 -2.88517e-05 -5.33425e-06 -5.41467e-05 -2.93486e-05 -6.30931e-05 -3.97745e-05 -1.02433e-05 -4.18767e-05 0.00057596 -1.46419e-05 -3.66961e-05 9.42701e-06 -0.000534119 -0.000765639 -0.00083181 8.02226e-05 2.4555e-05 -0.000144158 9.47886e-05 -4.06784e-05 -0.000886871 0.000247104 0.000382587
internal_weight=0 0.0760258 0.0746567 0.0728068 0.0716558 0.070502 0.068208 0.0669989 0.0655972 0.0605156 0.0593288 0.0574819 0.056413 0.0548093 0.0535112 0.00508162 0.0521326 0.0511164 0.0480745 0.00554003 0.00304186 0.00444038 0.0425345 0.0392816 0.0223433 0.0169047 0.0148224 0.00543861 0.0169384 0.0145648
internal_count=3121 3035 3014 2996 2945 2923 2840 2682 2579 2405 2360 2312 2026 1998 1934 174 1874 1859 1504 338 355 316 1166 1082 919 570 515 349 163 149
is_linear=0
shrinkage=0.00129368


Tree=846
num_leaves=31
num_cat=0
split_feature=31 39 16 43 123 1348 14 151 4 15 3 159 41 3 0 0 52 43 15 43 13 1 12 52 13 16 52 16 1 43
split_gain=0.00177975 0.00168898 0.0014942 0.00126057 0.0012916 0.00118679 0.00141825 0.00107115 0.00133977 0.00103767 0.00132703 0.00111679 0.00117221 0.00109548 0.0016096 0.0018939 0.00146211 0.00124809 0.00119321 0.00108395 0.00098773 0.00167254 0.00156473 0.00105014 0.000940543 0.000912954 0.00118163 0.00087722 0.00114147 0.000821541
threshold=-1.0000000180025095e-35 0.16946000000000003 0.51524500000000006 0.39192500000000002 0.106035 0.095915000000000014 0.078320000000000015 -0.5225749999999999 0.27287000000000006 -0.13578499999999996 0.30112000000000005 0.10395500000000001 0.078475000000000017 -0.12018999999999998 -0.10607499999999999 -0.084269999999999984 0.15116000000000002 -0.053764999999999993 0.090615000000000015 -0.089694999999999983 -0.084034999999999985 0.13146500000000003 -0.010834999999999999 0.10160000000000001 0.14871000000000004 -0.27167499999999994 -0.0064899999999999992 -0.54165499999999989 0.111945 -0.17390999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2 9 -9 11 12 13 24 17 -16 18 -15 20 -20 23 22 -22 -17 -11 -19 -27 -10 -29 -24
right_child=1 -3 -4 -5 -6 -7 -8 8 27 10 -12 -13 -14 14 15 16 -18 25 19 -21 21 -23 29 -25 -26 26 -28 28 -30 -31
leaf_value=0.0011046978788364276 -0.0010273522650538435 0.0011046365568771353 -0.00082200021805427942 -0.0010656908692436066 0.0010654246446336502 0.0010919130191745106 -0.00094171768951509 -0.00065747083907554825 0.0011043341011306301 0.00074670315960893646 0.0011042411180721722 -0.0009361272892151395 -0.0010705390389678128 0.00078393119421349227 -0.00081339637325693337 0.00093416119804636726 -0.0011042967109486557 -0.00062945538531201505 0.00027670007341262402 -0.0011042958201200944 0.00058691681362317235 0.00097234838129748756 -6.5403573293247697e-05 -0.00016988952085315854 -6.7141451782672768e-05 -0.00010618305585151034 0.00068373643948836096 -0.00024826257734505264 0.00062079057385159197 -0.0011041973196364164
leaf_weight=0.0016648436913300193 0.0012839503345389849 0.0015133593764318212 0.0031150236075436757 0.0014310267949042546 0.0013142218902544292 0.0011103543243393679 0.0021472438889986725 0.0034939528538684419 0.0016762477141583076 0.0040373271208977565 0.0012162708348739662 0.0017241309348019476 0.0012856701416126262 0.0034195545072890346 0.0057482548233966776 0.0032259894166557493 0.0015282310693276449 0.0021192955229025747 0.0010983299511622135 0.0018771576860920911 0.0015508796023766527 0.0014660673607522767 0.0014722032358349671 0.001557346015033545 0.0030307829936617736 0.0066773359839089608 0.0035287546451456698 0.0034203884846419896 0.0039942467954503513 0.0025116011510153856
leaf_count=86 45 21 160 107 48 21 79 130 44 50 45 152 50 73 656 58 176 26 32 228 34 5 28 7 36 52 34 43 155 440
internal_value=0 -4.97558e-05 -7.3999e-05 -4.02042e-05 -1.84686e-05 -3.99859e-05 -5.92943e-05 -2.91917e-05 -8.40691e-06 -7.60892e-05 -3.46972e-05 -6.36418e-05 -3.10356e-05 -1.23663e-06 -7.58756e-05 -0.000268517 -7.62201e-05 0.000193739 3.02287e-05 -0.000594534 0.000187982 -7.62525e-05 -0.000354014 0.000574707 0.000397729 2.99963e-05 0.000166932 0.000382974 0.000219894 -0.000720314
internal_weight=0 0.0735752 0.0720618 0.0689468 0.0675158 0.0662016 0.0650912 0.062944 0.06166 0.0525691 0.0490752 0.0478589 0.0461348 0.0448491 0.037781 0.0220361 0.0162878 0.0157449 0.0147596 0.00297549 0.0117841 0.00700075 0.00553468 0.00478334 0.00706811 0.0123254 0.0102061 0.00909088 0.00741464 0.0039838
internal_count=3121 3035 3014 2854 2747 2699 2678 2599 2554 2312 2182 2137 1985 1935 1849 1664 1008 185 832 260 572 507 502 65 86 112 86 242 198 468
is_linear=0
shrinkage=0.00110414


Tree=847
num_leaves=22
num_cat=0
split_feature=3 484 4 11 3 41 48 43 48 47 457 15 16 0 42 15 47 3 13 13 1
split_gain=0.000194466 0.000206642 0.000187979 0.000418272 0.000282813 0.000317519 0.00024104 0.000416762 0.000242005 0.00035778 0.000232893 0.000203937 0.000336345 0.00029196 0.000368683 0.000281137 0.000310748 0.000216968 0.000355526 0.000324641 7.32885e-05
threshold=0.30112000000000005 -0.0068949999999999992 0.27044500000000005 0.079915000000000014 0.11924500000000002 0.08110500000000001 0.016865000000000002 -0.043144999999999996 0.087380000000000013 0.090100000000000013 0.3138450000000001 -0.016799999999999995 0.41553500000000004 -0.11013499999999998 0.086325000000000013 -0.053579999999999996 0.10783500000000001 -0.12018999999999998 -0.0034749999999999994 -0.095539999999999986 0.083345000000000016
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 6 5 -4 11 -8 -9 10 -10 15 13 20 17 16 -3 -15 19 -19 -13
right_child=-2 2 4 -5 -6 -7 7 8 9 -11 -12 12 -14 14 -16 -17 -18 18 -20 -21 -22
leaf_value=-0.0012271491171059903 0.0013619433527730827 -0.0012304151889059025 0.0024712650943070928 -0.0021897655945398269 -0.00064627355256794241 6.6504148006695044e-06 0.0019294008193050224 0.0014008240759649652 -0.0023782170774147081 0.0010103474599966846 -0.00014693808704245969 0.00024894126435666918 0.0016296966119582815 0.0011177130239973978 -0.0018235032603977389 -0.002111066512519581 0.0010564617407314266 -0.00084234643120851454 -0.0018199330171379793 0.0016287033208669628 0.0015101353077431252
leaf_weight=0.0015922948663550365 0.0010883813178228499 0.0015284391153544963 0.0013009770889889074 0.0010143292168311993 0.0011203067625942253 0.0010310353508415915 0.0017205763003420582 0.0010234862906510758 0.0010488996318174237 0.0011755315663029009 0.0010107782873092219 0.0010029284408616919 0.0012358029120349548 0.0012472895503634592 0.0018234998015000947 0.0013465499503446622 0.0011426083278189836 0.0012624208648581697 0.001375974671317351 0.001090306406501429 0.0010253421266384066
leaf_count=497 132 284 203 133 34 43 210 47 80 49 12 44 26 32 462 130 35 30 228 379 31
internal_value=0 -6.91477e-05 6.02961e-06 -0.000111508 0.00072354 0.0013816 -6.42357e-06 0.000551584 -5.07509e-06 -0.000449843 -0.00128323 -0.00024337 8.8658e-06 -0.000218035 -0.000547517 -0.000875187 -0.000252146 -7.99198e-05 -0.00048054 0.000302793 0.000886507
internal_weight=0 0.0261194 0.0245271 0.0210748 0.00345232 0.00233201 0.0200604 0.00597927 0.0042587 0.00323521 0.00205968 0.0140812 0.0100636 0.00882776 0.00679949 0.0040176 0.00267105 0.00497599 0.0037287 0.00235273 0.00202827
internal_count=3121 2989 2492 2212 280 246 2079 398 188 141 92 1681 1232 1206 1131 449 319 669 637 409 75
is_linear=0
shrinkage=0.00331719


Tree=848
num_leaves=31
num_cat=0
split_feature=31 39 16 1348 14 133 123 1456 151 4 15 128 16 42 1 47 1 16 3 52 3 4 43 159 4 1374 457 150 0 4
split_gain=0.00274018 0.00267136 0.00261971 0.00173967 0.00228374 0.00162783 0.00179607 0.00242352 0.0017943 0.00219484 0.00230975 0.00179084 0.00163287 0.00241236 0.00177492 0.00156214 0.00177157 0.00209996 0.00152108 0.00215633 0.00150215 0.00151217 0.00209047 0.001954 0.00209186 0.00153669 0.00166105 0.0018734 0.0020123 0.00389328
threshold=-1.0000000180025095e-35 0.16946000000000003 0.51524500000000006 0.095915000000000014 0.076175000000000007 -0.25159999999999993 1.0000000180025095e-35 1.0000000180025095e-35 -0.40381499999999992 0.24564500000000003 -0.14147499999999996 0.086435000000000012 0.41553500000000004 0.091735000000000025 0.11634000000000001 0.12794000000000003 0.111945 -0.54165499999999989 0.30112000000000005 -0.15275999999999998 -0.15447499999999995 -0.51843499999999987 0.13895500000000002 0.091530000000000014 0.09173000000000002 -0.094929999999999987 0.088585000000000011 0.086845000000000019 -0.11437499999999999 -0.0029599999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 8 -7 10 -10 12 13 18 -15 16 17 -11 19 -12 -21 -22 23 24 25 -23 27 28 -27 -30
right_child=1 -3 -4 -5 -6 6 -8 -9 9 15 11 -13 -14 14 -16 -17 -18 -19 -20 20 21 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0014012436611442161 -0.0010878981539796219 0.0014012882468498785 -0.0011336825544684924 0.0013791530694545553 -0.0011635191426268771 -0.0012732680082583048 0.00067296286071222994 -0.001400563332103359 -0.0013796381153484221 0.0014007070289019045 -0.0014004520658927168 -0.0014005686338586037 0.0010847369075643078 -0.0013936712282606261 0.00068805040015025153 -0.00075958344298698833 0.0012154425699568395 -0.0001489991278682914 0.0014005029414114151 0.0009615579142735098 -0.0014007930661234149 -0.00068134773869276723 0.0011823198343674322 -0.0012700101611913407 -0.0012630929399453186 0.00086211640234800746 0.0011870130009124771 -0.00099164309636173213 0.00029715233575302295 -0.0014006897651863402
leaf_weight=0.002572317767715048 0.0027670115668687592 0.0023936097419152693 0.004552970376455078 0.0016483139897900392 0.0036167207647821433 0.002157683718294833 0.0072130254565934129 0.0025457449564427739 0.0026482076234692889 0.0022749678726654565 0.0020728609324134331 0.0018480618776433025 0.0025979081026790132 0.0040142642741329828 0.0010040038589522737 0.0018144592222597558 0.0058915130294110449 0.0069611022330491323 0.0015631152002697482 0.0033572095189810932 0.0014818830741773889 0.0041443583892544203 0.0029162283502586197 0.0024029585541889267 0.0022900321200864928 0.0071706587591506615 0.0031697034291937589 0.0026979709690806422 0.01423378063299905 0.0032537397553085842
leaf_count=86 172 21 160 22 97 54 179 248 79 28 119 120 43 347 15 9 125 69 45 26 17 32 16 89 40 47 15 55 633 113
internal_value=0 -6.13605e-05 -9.49239e-05 -4.75145e-05 -7.14837e-05 -2.96858e-05 2.23651e-06 -5.50091e-05 -1.32185e-05 2.08477e-05 -9.97041e-05 -4.34172e-05 -4.48664e-07 -5.09969e-05 -0.000977182 0.00046818 0.000615443 0.000232714 4.05782e-05 -2.63509e-06 5.88584e-05 -1.03935e-05 3.83397e-05 -4.64123e-05 3.31396e-05 0.000118758 0.000227385 0.000116195 0.000237409 -1.87493e-05
internal_weight=0 0.106704 0.10431 0.0997575 0.0981092 0.0944925 0.0917254 0.0845124 0.0819667 0.079809 0.0628669 0.0602187 0.0583707 0.0557728 0.00501827 0.016942 0.0151276 0.00923607 0.0507545 0.0491914 0.0471185 0.0437613 0.0422794 0.0393632 0.0369602 0.0346702 0.0305259 0.0273562 0.0246582 0.0174875
internal_count=3121 3035 3014 2854 2832 2735 2563 2384 2136 2082 1851 1772 1652 1609 362 231 222 97 1247 1202 1083 1057 1040 1024 935 895 863 848 793 746
is_linear=0
shrinkage=0.00140032


Tree=849
num_leaves=31
num_cat=0
split_feature=31 2 160 1446 403 457 457 123 151 15 1 14 0 447 14 15 403 52 15 4 52 401 48 52 0 0 15 160 16 13
split_gain=0.00201754 0.00147153 0.00149186 0.00136814 0.00135105 0.00128777 0.00126599 0.00116015 0.00106646 0.00129907 0.00139815 0.00126974 0.0012693 0.00118981 0.00121758 0.00110892 0.00123378 0.0010709 0.00100998 0.00104306 0.00248818 0.000974181 0.000921898 0.000873736 0.000825934 0.00335805 0.000951112 0.00101218 0.000909845 0.0012348
threshold=-1.0000000180025095e-35 0.088850000000000012 0.083670000000000008 0.08393500000000001 -0.088999999999999982 -0.14786499999999997 -0.072694999999999996 0.090420000000000014 -0.40381499999999992 -0.074054999999999996 0.085110000000000005 -0.074569999999999984 -0.15202999999999997 0.088380000000000014 0.062655000000000016 -0.036009999999999993 0.092070000000000013 0.11434500000000002 0.097485000000000016 -0.49405499999999997 0.10347000000000002 0.10076500000000001 0.093675000000000022 -0.013374999999999998 -0.10607499999999999 -0.084269999999999984 -0.11713499999999999 -0.030779999999999998 -0.083539999999999989 -0.063184999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 -2 -3 -7 21 -8 10 -10 12 -12 14 15 -11 17 18 19 20 -17 24 -20 -14 26 -26 -6 -28 -27 -30
right_child=1 3 -4 -5 7 6 8 -9 9 13 11 -13 23 -15 -16 16 -18 -19 22 -21 -22 -23 -24 -25 25 28 27 -29 29 -31
leaf_value=0.0012197741118120632 -0.0011935776848274434 0.0011771516869270933 -0.0011014586354068095 -0.00105075388513532 -0.00049637987327144368 -0.00088329481721360122 -0.00095091228388354389 -0.0011978205995376745 -0.00049851707592455134 -0.00084100654011548385 -0.00078438320700304788 0.00086109143433562142 0.0011079831618189702 0.0011633159810602053 -0.0012193774962776841 -0.0012132183112502542 -0.0012192389681241133 -0.00057485881621607338 -0.0012105772217689485 0.00061322208398376197 0.00085467847398370742 -0.0011913680629995658 0.00020235233110710291 -0.00026188500103020766 -0.001018698034208993 0.00089950935677013367 -0.00017903781836166522 0.00091052979837908765 -0.0010398609777038503 0.00024227906613992047
leaf_weight=0.0019196335104112441 0.0017853639215026354 0.0016770871888525099 0.0028140980377759908 0.0015097931731933292 0.0015611796562211566 0.0019048060258768365 0.0013054105703389487 0.0013449888093361997 0.0020173311970328464 0.0021048855671530467 0.0016543075116715045 0.0087775601260702274 0.0017166836010176212 0.0012295506845134687 0.0012875257437556789 0.001702968710482357 0.0010156823718832078 0.0025479965542345431 0.0011792277882278759 0.010014686261360605 0.0017567485047038645 0.0010342980811888216 0.001641642691083689 0.0011591864851823184 0.0045754666450132887 0.0023446053030085059 0.0018354513982785647 0.0040917596606107011 0.0013241245248831754 0.0071119527280902968
leaf_count=86 262 24 127 107 37 66 40 13 255 117 13 184 47 55 24 88 50 115 64 235 4 88 15 26 470 67 28 41 178 195
internal_value=0 -4.56669e-05 -0.000256766 9.05939e-05 -0.000168757 0.00012915 8.82912e-05 -9.62194e-05 0.000133308 0.000168864 0.000447207 0.00059057 6.6415e-05 -5.37934e-06 -6.71809e-05 3.6117e-07 8.95392e-05 0.000160084 0.000275003 0.000413867 -0.000163198 -3.41711e-05 -0.000388304 0.000555826 1.82216e-05 -0.000143646 0.000350157 0.000573129 0.000227738 4.10347e-05
internal_weight=0 0.0760264 0.0298233 0.0462031 0.0270092 0.0446933 0.0430162 0.0252238 0.0411114 0.039806 0.0153251 0.0133077 0.00453018 0.0244809 0.0232514 0.0219638 0.019859 0.0188433 0.0162953 0.0134744 0.00345972 0.0238788 0.00282087 0.00287587 0.0228445 0.0153561 0.00748839 0.00592721 0.0107807 0.00843608
internal_count=3121 3035 1506 1529 1379 1422 1398 1117 1332 1292 525 270 86 767 712 688 571 521 406 327 92 1104 79 73 1016 910 106 69 440 373
is_linear=0
shrinkage=0.00121906


Tree=850
num_leaves=21
num_cat=0
split_feature=2 14 157 14 48 48 13 52 4 51 0 0 1 2 0 52 42 0 3 49
split_gain=0.00019423 0.000235963 0.000284379 0.000350905 0.00033162 0.000479448 0.00037821 0.000341915 0.000317052 0.000277196 0.000287776 0.000371498 0.000401249 0.000275607 0.000258207 0.000232995 0.000397957 0.00036602 0.000135101 0.000127275
threshold=0.14753000000000002 0.076175000000000007 -0.073574999999999988 -0.10708499999999999 0.12879500000000002 0.093265000000000015 -0.094514999999999988 0.024145000000000003 0.15285000000000001 0.08955500000000001 -0.14001499999999997 -0.077999999999999986 0.095285000000000022 0.10402500000000002 -0.11013499999999998 -0.24456499999999998 0.091735000000000025 0.12500000000000003 -0.098469999999999988 -0.066019999999999981
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 14 -4 5 6 7 8 -5 10 19 12 -12 -7 -1 -13 17 18 -17 -8
right_child=-2 -3 3 4 -6 13 9 -9 -10 -11 11 15 -14 -15 -16 16 -18 -19 -20 -21
leaf_value=0.0025836535792458275 0.0016188960405292036 -0.0021309713171552419 -0.0020612812802803557 0.00065985710921995949 -0.0020205049892949782 0.00059814090276809773 -6.117075750415917e-05 -0.00088900730015476371 0.0036183506477493032 -0.0023499569272314794 -0.0031575517342795987 -0.0014244234072879809 -0.00027987782894314963 0.0032755234459579999 -0.00010533101050706141 0.0034905317030775066 -0.001759045610343817 -0.00072240782313924871 0.0012814169445658089 0.0018906730281128337
leaf_weight=0.0013995769630810173 0.0012780027960275211 0.0010072294124547901 0.0016695853607036062 0.0016859012738104024 0.0014215847217258206 0.0016615547473000083 0.001128533340732929 0.0012253774382227078 0.0011036727690836301 0.0013465311331044552 0.0017933523527767737 0.0014596406295117603 0.0017756517334897026 0.0012335884992360491 0.0012402847855845769 0.0010302331756140148 0.0010150801685133715 0.0010484326491653206 0.0010090382954586379 0.0013523563094146535
leaf_count=39 142 97 78 73 58 140 39 88 43 170 942 157 73 68 353 58 231 38 157 77
internal_value=0 -9.36901e-05 -1.35334e-05 -0.000166891 -1.83344e-05 0.000124917 -0.00015038 0.0010004 0.00183036 -0.000506919 -0.000293205 -0.000645312 -0.00172585 0.00173894 0.00132029 4.79909e-05 0.000571829 0.0013381 0.00239745 0.0010028
internal_weight=0 0.0266072 0.0256 0.0229601 0.0212905 0.0198689 0.0169738 0.00401495 0.00278957 0.0129588 0.0116123 0.00913143 0.003569 0.00289514 0.00263986 0.00556242 0.00410278 0.0030877 0.00203927 0.00248089
internal_count=3121 2979 2882 2490 2412 2354 2146 204 116 1942 1772 1656 1015 208 392 641 484 253 215 116
is_linear=0
shrinkage=0.00429114


Tree=851
num_leaves=31
num_cat=0
split_feature=31 39 42 376 1348 14 43 151 4 11 130 16 1 474 475 1213 1374 150 160 15 16 133 42 42 3 15 52 2 160 15
split_gain=0.00140446 0.0013028 0.00131453 0.00117705 0.00112625 0.00119592 0.000928893 0.000951769 0.00103804 0.000874692 0.00082624 0.00068953 0.00110041 0.000685732 0.000771147 0.00168151 0.000744485 0.000729776 0.00108064 0.000969208 0.000759709 0.000718079 0.00114071 0.000775038 0.000736272 0.000520948 0.00120946 0.000776935 0.00071108 0.00044789
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 0.088470000000000007 0.095915000000000014 0.078320000000000015 0.39192500000000002 -0.5225749999999999 0.27287000000000006 0.081790000000000015 1.0000000180025095e-35 -0.54165499999999989 0.111945 0.090215000000000004 -0.083589999999999984 -1.0000000180025095e-35 0.087110000000000007 -0.099594999999999975 -0.090969999999999981 -0.095869999999999983 -0.096824999999999981 0.09389500000000002 1.0000000180025095e-35 -1.0000000180025095e-35 -0.14186499999999996 -0.074054999999999996 0.11434500000000002 0.089885000000000007 0.11055500000000001 -0.031204999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 10 13 -10 -13 14 -9 -16 17 -17 -19 20 -20 23 -23 -21 -25 27 28 -26 29 -27
right_child=1 -3 3 -5 -6 -7 -8 8 11 -11 -12 12 -14 -15 15 16 -18 18 19 21 -22 22 -24 24 25 26 -28 -29 -30 -31
leaf_value=0.0011721569641073414 -0.0011720064725534642 0.0011721149135139218 -0.0011256701882949095 0.0008087049500594849 0.0011519936976829551 -0.0010228675670195316 -0.0010618102000879155 0.00071028603833110074 0.0011718618319751456 -0.00093933873054587408 -0.00095159231561218192 -0.000321753645235213 0.00065192244899183946 -0.00096909426475821436 -0.0011718239995790606 0.00092487259975782812 -0.00098297111611531486 -0.0007285541118782422 -9.036437441799363e-05 -0.00056244788506547598 -0.0010122725667185283 0.00018388319507229835 -0.0011719951953188291 0.00096264035796832183 -0.00014554811599019681 0.00087595902574183861 -0.0010902699149521332 0.0008667448019730249 -0.00061748444712980764 0.00020801449743784061
leaf_weight=0.0013218584346965647 0.0014552774260749848 0.0011784315364877776 0.0010937049728418904 0.002138524326774415 0.0010068401692535636 0.0018576199486517444 0.0012592609495296605 0.0019700526221564365 0.0012516231569605907 0.0016029509988300097 0.0013756010487253603 0.0028553195361951103 0.0036063091604248143 0.0010385128817897984 0.0017257841213171856 0.0012325927719061261 0.0010063435433060866 0.0025398119073019023 0.0040785861346392949 0.0015588040302270114 0.0017554130796426639 0.0022703442164520018 0.001363522453488919 0.0020414926045759603 0.0015050080616241185 0.0015821966756490698 0.0010642700460792289 0.0033757860504479709 0.0012991653156575475 0.010694800183181058
leaf_count=86 18 21 44 49 20 86 109 148 45 95 322 43 166 126 365 24 48 242 60 149 76 56 209 24 88 42 40 83 24 213
internal_value=0 -4.82724e-05 -7.16168e-05 -4.4994e-05 -7.64644e-05 -9.81619e-05 -6.70134e-05 -4.37669e-05 -2.13538e-05 -8.9315e-05 -5.79763e-05 0.000375854 0.000221666 -2.87795e-05 -4.99881e-06 -4.1044e-05 1.11791e-05 3.86931e-05 7.59934e-06 6.49705e-05 -0.000367761 0.000159327 -0.000324878 0.000235427 0.000293107 0.000223088 0.000112569 0.000554601 0.000206862 0.000294096
internal_weight=0 0.0627839 0.0616055 0.0601502 0.0580117 0.0570049 0.0551473 0.053888 0.0527943 0.045081 0.0434781 0.00771325 0.00646163 0.0421025 0.041064 0.0390939 0.0373681 0.0363618 0.0351292 0.0325894 0.005834 0.0267554 0.00363387 0.0231215 0.0215627 0.0195212 0.0146404 0.00488079 0.0135762 0.012277
internal_count=3121 3035 3014 2996 2947 2927 2841 2732 2688 2434 2339 254 209 2017 1891 1743 1378 1330 1306 1064 136 928 265 663 514 490 319 171 279 255
is_linear=0
shrinkage=0.00117172


Tree=852
num_leaves=23
num_cat=0
split_feature=1213 11 3 48 147 13 52 457 15 2 4 1 0 43 4 4 4 4 1 47 3 2
split_gain=0.00019579 0.000196322 0.000243998 0.000270017 0.000321019 0.000302533 0.000331796 0.000267756 0.000275743 0.000519576 0.000435271 0.000435458 0.000416878 0.000249464 0.000297562 0.000240159 0.000230665 0.000227161 0.000378672 0.000298322 0.000137806 2.98883e-05
threshold=-1.0000000180025095e-35 0.081790000000000015 -0.12018999999999998 -0.086869999999999989 1.0000000180025095e-35 -0.084034999999999985 0.11434500000000002 -0.0029299999999999994 -0.074054999999999996 0.090425000000000019 -0.0016099999999999997 0.094465000000000007 -0.10836499999999999 -0.25681499999999996 0.042705000000000007 0.40473500000000007 -0.27825499999999997 -0.082594999999999988 0.08844500000000001 0.083875000000000019 0.013900000000000001 0.11177500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 16 -4 5 6 17 -7 10 13 -9 -12 21 -10 -15 -3 -2 -5 -19 -20 -11 -13
right_child=1 15 3 4 -6 7 -8 8 9 20 11 12 -14 14 -16 -17 -18 18 19 -21 -22 -23
leaf_value=-0.0018086140251971864 9.0186948959179161e-05 -0.0027132997879131355 -0.002165642104649001 0.0026181975191054705 0.0024956420944202149 -0.002308314740866855 -0.0014388031650953256 0.0027035078619603069 -0.0014720210301605835 -0.0013170780573797424 -0.002566514171559136 -3.6419493624764814e-05 0.0026878412244115825 -0.00031326448766188023 0.0026474325127817887 0.00026654101131943169 0.0024949226168924526 -0.0011686738068038586 0.0033643860542390542 0.00011637390416534091 -0.0033760333474446838 -0.0011051563613635493
leaf_weight=0.001118590481905545 0.0014864829037861682 0.0010429834220726511 0.0010443246536642184 0.0015970232298130327 0.0010313681980242953 0.0012545273849347014 0.0010628408705519732 0.0013366808799604168 0.0011832968911775765 0.0012228719155773504 0.0010763046472619343 0.001001773647217874 0.0012030019996558394 0.0015322192730555873 0.0011299097782959677 0.0010297117398749833 0.0015726469980172899 0.0013731816244530971 0.0011029030496443326 0.0010647488713662057 0.001269027972357506 0.0010034600333259647
leaf_count=491 35 129 65 42 87 101 121 204 30 287 167 25 107 484 31 43 120 299 116 38 65 34
internal_value=0 6.0647e-05 0.000169866 5.22464e-06 0.000116111 -1.03029e-05 0.000787299 -0.000384605 -0.000182796 -0.000808759 0.00052291 -0.000157388 0.000650829 0.000200116 0.000943369 -0.00123292 0.00132642 0.0012478 0.00062971 0.00176897 -0.00236562 -0.000571237
internal_weight=0 0.0266213 0.0245486 0.0214895 0.0204451 0.0194138 0.0062007 0.0132131 0.0119585 0.00633733 0.00562122 0.00428454 0.00320824 0.00384543 0.00266213 0.0020727 0.00305913 0.00513786 0.00354083 0.00216765 0.0024919 0.00200523
internal_count=3121 2630 2458 2303 2238 2151 616 1535 1434 897 537 333 166 545 515 172 155 495 453 154 352 59
is_linear=0
shrinkage=0.00437696


Tree=853
num_leaves=31
num_cat=0
split_feature=31 39 42 156 2 151 4 1348 14 11 376 3 151 4 133 3 159 0 0 0 0 160 4 43 51 3 0 50 42 16
split_gain=0.00158858 0.00157068 0.00158092 0.0013295 0.00121131 0.00115148 0.00161353 0.00141136 0.00168886 0.00134609 0.00125036 0.00105682 0.00119673 0.0012679 0.0011917 0.00195695 0.00120969 0.0013125 0.00122319 0.00130291 0.00135628 0.00123261 0.000957019 0.000945654 0.00094493 0.000911668 0.0014358 0.000900139 0.000898919 0.000677626
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 -1.0000000180025095e-35 0.17025000000000004 -0.40381499999999992 0.27834500000000006 0.093335000000000015 0.076175000000000007 0.081790000000000015 0.049360000000000008 0.090900000000000009 -0.024429999999999997 0.033845000000000007 0.093255000000000018 -0.15121499999999996 0.090025000000000008 -0.060129999999999996 -0.082974999999999979 -0.084269999999999984 -0.10607499999999999 0.086870000000000017 0.25615500000000008 -0.078654999999999989 0.13640000000000002 -0.116045 -0.053834999999999994 0.087525000000000006 0.088380000000000014 0.033715000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 7 8 9 10 11 14 -13 29 15 -7 17 18 19 20 21 22 23 -17 -8 -19 -27 -16 -22 -14
right_child=1 -3 3 4 -6 6 24 -9 -10 -11 -12 12 13 -15 27 16 -18 25 -20 -21 28 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0013199905251524418 -0.0013199614332613417 0.001320099062074928 -0.0013196410076843869 -0.0011177672073151687 0.0013197530149418432 0.00084470847157229933 0.00070403224507918107 0.0013062822663600275 -0.0013197960240519423 -0.0013196388249074691 0.0007006601431406858 0.0009116153671111059 0.00062573157929233017 -0.00071457394580636392 -0.0013191580188229883 0.0012669455889646789 -0.001226852950044936 0.0011676186172470573 -0.0011117623872038205 0.00080285669512901773 -0.001319719339365424 -0.0012005624731673422 -0.00060207348876893717 9.3357851596435779e-05 -0.00065774599279110567 0.0011044072549531464 -0.00060166678234020797 0.00013097205406570049 -0.00015269470574139378 -0.00012303776154672395
leaf_weight=0.0015269916405955533 0.0017135247727964034 0.0014485701123163599 0.0013786672988294049 0.0016646450712158858 0.0011709299483015903 0.0031642119264461031 0.0072674753643582335 0.0012398768346031366 0.0019613864756493618 0.0014666579427569095 0.0037075121413323578 0.0032117062079350953 0.0044011134729089463 0.0031399873016653155 0.0027380270328141157 0.0017381127645705874 0.0020503864587890766 0.0017946724619832821 0.0029860282293459042 0.002005777582255063 0.0031190063550461397 0.0013273962596258571 0.0020122300095124501 0.0038295879546836747 0.0010106158251801389 0.0013534723181436448 0.0023506419576478045 0.0010241053330055649 0.0018197685299838895 0.0040329229021267565
leaf_count=86 18 21 163 64 50 28 239 16 86 80 69 42 56 23 334 28 155 12 489 90 513 26 26 50 9 13 78 103 95 59
internal_value=0 -4.00787e-05 -6.79551e-05 -3.68482e-05 -1.06818e-05 -3.41372e-05 -6.27953e-06 -8.60285e-05 -0.000117282 -7.30088e-05 -3.77165e-05 -9.4631e-05 0.000198962 1.20622e-06 -0.000224939 -0.00013589 -0.000253478 -0.000171471 -0.000337033 -0.000191097 -0.000335083 -2.75634e-05 0.000177852 0.000459726 0.000537782 0.000395719 2.17276e-05 -0.000924412 -0.000889711 0.000267691
internal_weight=0 0.072129 0.0706804 0.0689669 0.0675883 0.0664173 0.0647527 0.0564746 0.0552347 0.0532733 0.0518067 0.0480992 0.0147857 0.011574 0.0333134 0.0295513 0.0263871 0.0243367 0.0188379 0.0158519 0.0138461 0.00890733 0.00757993 0.0055677 0.00827809 0.00549879 0.00370411 0.00376213 0.00493877 0.00843404
internal_count=3121 3035 3014 2996 2833 2783 2719 2471 2455 2369 2289 2220 180 138 2040 1603 1575 1420 1317 828 738 130 104 78 248 103 91 437 608 115
is_linear=0
shrinkage=0.00131955


Tree=854
num_leaves=31
num_cat=0
split_feature=39 9 2 123 160 47 1 52 447 41 1447 453 13 13 15 11 448 0 52 4 150 1 0 52 403 43 52 50 50 4
split_gain=0.00181438 0.00163964 0.00120097 0.00127796 0.00104256 0.000941543 0.00109805 0.00107663 0.000973154 0.00100433 0.000932464 0.000985491 0.00110897 0.0012478 0.00122319 0.000967785 0.000938919 0.000902353 0.00102433 0.00106195 0.000899274 0.00154398 0.00100204 0.000882511 0.00103668 0.00100296 0.00164124 0.000774891 0.00117937 0.00105706
threshold=0.16946000000000003 -0.036024999999999995 0.099185000000000009 0.08592000000000001 0.31396500000000005 0.13910500000000003 0.13075500000000004 -0.12005499999999998 0.084700000000000011 0.078475000000000017 -1.0000000180025095e-35 0.10564500000000002 -0.53104499999999988 -0.47860499999999995 -0.074054999999999996 0.090920000000000015 -0.013069999999999998 0.056435000000000006 0.10744000000000002 -0.42529999999999996 0.081835000000000019 0.104035 -0.15202999999999997 -0.081429999999999989 -1.0000000180025095e-35 -0.088004999999999986 -0.087769999999999987 0.10124500000000002 0.099260000000000015 -0.083854999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 10 6 7 -3 9 23 -4 12 -12 -14 15 20 -16 -18 19 -19 21 -15 -23 25 -25 -9 -27 28 29 -26
right_child=-2 2 3 -5 -6 -7 -8 8 -10 -11 11 -13 13 14 16 -17 17 18 -20 -21 -22 22 -24 24 27 26 -28 -29 -30 -31
leaf_value=0.0012193937421231494 0.0012194723783829449 -0.0011390240586999704 -0.0012192432969085646 0.00079504585814984131 0.0010115685845235494 -0.0012194506320608329 0.00050112322817561373 0.00084861937493404117 0.00071855415062196146 -0.0012192968722494536 -0.0010583453743063945 -0.0011960176711987539 0.0012194147736407622 -0.00085800151389296957 0.00056211589021085823 -0.00071962706799587144 -0.00074498719401091726 -0.0011842206096485956 0.00091162325358489296 0.00026217082407633879 0.0012191721028891169 -6.7625138781787376e-05 0.0010399706555634057 -0.0012023694022400863 7.1537202562703349e-05 -0.00089144738558253039 0.00059414214845602458 -0.0011177693735368089 0.00098682264522062958 -0.00054021527833356695
leaf_weight=0.0010976976089480664 0.001253669494104769 0.0028638744970157495 0.0013048420630781257 0.0022091281132432519 0.001072707914993031 0.0020565148933542323 0.0020245965350937914 0.0017477547606006283 0.0011969320874243286 0.0020864612103679283 0.001703196423022745 0.0013046275439592128 0.0011143929972661218 0.001577964668079794 0.0014778004567688194 0.0013629676159894197 0.0068791898130467002 0.0014101332569111946 0.0012218492001068171 0.0016221800366906791 0.0015691876380259373 0.0022534077679523534 0.0026313542242775156 0.0024375014967290545 0.0058872118685826423 0.0025199008255967215 0.0019684857455075635 0.0018788429070539783 0.0010067044286259366 0.01462554257246752
leaf_count=89 23 262 47 116 31 11 43 33 37 70 9 11 18 126 37 16 242 74 11 14 55 23 65 573 115 70 43 176 11 670
internal_value=0 -0.000259435 -0.000281667 -9.81901e-05 -0.000167414 -0.000414892 -0.000373778 -0.000420125 -0.000361892 -0.000399752 -0.000213515 -0.000163289 -0.000109013 -3.90793e-05 -0.00010281 0.000230182 -0.000350877 -0.000472065 -3.07356e-05 -0.000410453 0.000391358 0.000190361 0.000529022 -0.000346435 -0.000445786 6.51653e-05 -0.000239908 -0.000366969 -0.000301418 -0.000364641
internal_weight=0 0.074113 0.0730153 0.0307149 0.0285058 0.0423003 0.0402438 0.0382192 0.0353553 0.0341584 0.0274331 0.0261283 0.0248236 0.0231204 0.022006 0.00939488 0.0126112 0.0111334 0.00425416 0.00303231 0.00803191 0.00646273 0.00488476 0.0320719 0.0258358 0.00623614 0.00448839 0.0233983 0.0215195 0.0205128
internal_count=3121 3098 3009 895 779 2114 2103 2060 1798 1761 748 701 690 681 663 285 378 341 99 88 269 214 88 1691 1545 146 113 972 796 785
is_linear=0
shrinkage=0.00121906


Tree=855
num_leaves=21
num_cat=0
split_feature=128 43 40 2 50 133 3 52 13 3 457 3 48 1 47 52 3 43 1 0
split_gain=0.000202767 0.000228977 0.000258555 0.000239966 0.000406169 0.000335547 0.000379699 0.000303131 0.000364787 0.000347181 0.000343093 0.000409163 0.000285303 0.000244657 0.000343633 0.000339307 0.000290652 0.000253619 0.000221331 0.00014328
threshold=0.089290000000000022 0.24789500000000006 -0.073884999999999992 0.13754500000000003 0.10124500000000002 0.09389500000000002 -0.20241999999999996 0.10160000000000001 -0.094514999999999988 0.12178000000000001 0.080930000000000016 0.090900000000000009 0.10168500000000001 0.12958500000000003 0.092530000000000015 -0.0064899999999999992 -0.0087149999999999988 -0.086304999999999979 0.08844500000000001 -0.070889999999999995
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 -4 8 12 10 13 -12 18 14 15 17 -17 -10 -8 -1
right_child=-2 -3 3 -5 -6 -7 7 -9 9 -11 11 -13 -14 -15 -16 16 -18 -19 -20 -21
leaf_value=0.00051368460422880884 -0.0018457141568236906 -0.0017275525430945386 0.0022062847731347144 0.0014604534615752468 -0.002630154072488196 -0.0019119656129488274 0.000794669410711383 -0.0015894211568742401 0.00036262275197312976 -0.0022478252760995167 -0.0006301739452348363 0.0027003425311513608 -0.00052525937118893585 0.0014340926621579581 -0.0028092604389488083 -0.00042676282205903496 0.0021546940579049816 -0.0021119986215298956 0.0031176078757876001 0.0025323697772083537
leaf_weight=0.0013566082456009099 0.0010052688143317159 0.001191164885128603 0.0014060573421090716 0.0017467715292092114 0.0010507164309425656 0.0014542711321179338 0.0013870296873719152 0.0018735654281765149 0.0010947056842409708 0.0012491250193846773 0.0010537026849277717 0.0015514111222145743 0.001089708530234379 0.0011139815844085632 0.0010616079148286772 0.0016713421986447258 0.0013343333635731621 0.0019768125901495851 0.0014041542760345749 0.0010697948004985127
leaf_count=134 185 146 116 147 287 388 77 250 132 26 80 43 27 27 112 471 25 278 75 95
internal_value=0 4.06611e-05 0.00012184 -1.04072e-05 -0.000128412 -1.55882e-06 0.000142634 -1.98163e-05 0.00016412 -0.000188611 4.82873e-05 0.00135323 0.00126452 -0.000363638 -0.000644167 -0.000265953 0.000719244 -0.00123003 0.00196326 0.00140372
internal_weight=0 0.0271369 0.0259457 0.0235193 0.0217725 0.0207218 0.0192675 0.0178615 0.0159879 0.012107 0.0108579 0.00260511 0.00388089 0.00825278 0.0071388 0.00607719 0.00300568 0.00307152 0.00279118 0.0024264
internal_count=3121 2936 2790 2561 2414 2127 1739 1623 1373 1194 1168 123 179 1045 1018 906 496 410 152 229
is_linear=0
shrinkage=0.00412451


Tree=856
num_leaves=20
num_cat=0
split_feature=1 0 2 50 47 1374 457 15 13 133 3 42 4 2 47 151 16 157 15
split_gain=0.00019406 0.000422644 0.000314659 0.000342862 0.00032406 0.000321641 0.000389368 0.000333627 0.000489222 0.000295437 0.000261422 0.000200581 0.00017739 0.000318687 0.000158146 0.000153168 0.000182901 0.000179419 3.85372e-05
threshold=0.077565000000000009 -0.059114999999999994 0.13754500000000003 0.10124500000000002 0.087885000000000019 -0.094929999999999987 0.069910000000000014 1.0000000180025095e-35 -0.0025349999999999995 0.083950000000000011 0.10893000000000001 -0.081159999999999996 -0.49405499999999997 0.10855000000000002 0.10813000000000002 -0.033849999999999991 -0.10850999999999998 -0.076494999999999994 -0.037864999999999989
decision_type=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 -2 7 15 -9 -1 11 -6 -3 -14 -13 -7 -17 -18 -19
right_child=2 12 -4 -5 10 6 -8 8 -10 -11 -12 14 13 -15 -16 16 17 18 -20
leaf_value=-0.0029427550030225354 -0.0012233197023050393 -0.00088186716380552247 0.0018742737188806432 -0.0022666214552672565 0.0014765065177690269 -0.00034385102271706981 0.0026279190037105573 0.00099478360524078539 -0.0026772459259328425 -0.00048960262649879491 -0.0021758258753382209 0.00027148960414397695 0.0016878138084499743 -0.0010937620158302257 -0.0016479427297556176 0.0026989988787320413 0.0022105953751086873 -0.00042438962752394834 0.00068053210582897522
leaf_weight=0.0016287565573513962 0.0014700655544288574 0.0016376204958561402 0.0017391357576972402 0.0010359614734900538 0.0010084677488357841 0.001117918151521736 0.0017193040045349059 0.00126516741560323 0.0012051599879496777 0.0017139888509705159 0.0014170946071203616 0.0015100893210249202 0.0021640386132730782 0.0010362033020321348 0.0014139738368790233 0.0012549238442245416 0.0010866405743819047 0.0010245089867879633 0.0011284493405732112
leaf_count=794 28 35 160 178 19 84 126 206 90 666 33 85 39 102 74 129 96 60 117
internal_value=0 -0.000557078 0.000200382 3.55176e-05 0.000179 0.000575739 0.000845553 0.000466421 -0.000796632 -0.0016849 -0.000656965 -0.000109641 0.0002222 0.00078717 -0.00065668 0.00102236 0.00136217 0.000844326 0.000154743
internal_weight=0 0.00818061 0.0193969 0.0176577 0.0166218 0.0112721 0.00980207 0.00808277 0.00247033 0.00334275 0.00534963 0.00393253 0.00483786 0.00320024 0.00292406 0.00561244 0.00449452 0.0032396 0.00215296
internal_count=3121 1636 1485 1325 1147 936 908 782 296 1460 211 178 176 141 159 486 402 273 177
is_linear=0
shrinkage=0.00412451


Tree=857
num_leaves=31
num_cat=0
split_feature=31 39 42 376 1348 14 156 151 4 15 0 0 16 3 158 1213 157 3 13 2 43 11 0 52 15 16 12 47 51 51
split_gain=0.00254235 0.00192158 0.00228309 0.00158242 0.00137897 0.00178227 0.00123025 0.00124161 0.00184074 0.00113816 0.00180288 0.00234674 0.00158405 0.00181595 0.0012886 0.00117016 0.00101886 0.00101305 0.0016968 0.00120228 0.00160095 0.00118737 0.000980592 0.000942633 0.00103699 0.000862915 0.000895273 0.00118276 0.00185846 0.000927477
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 0.088470000000000007 0.10621500000000002 0.076175000000000007 -1.0000000180025095e-35 -0.40381499999999992 0.27287000000000006 -0.11713499999999999 -0.10607499999999999 -0.08824499999999999 -0.29154999999999992 1.0000000180025095e-35 0.090905000000000014 -0.080769999999999995 -0.067349999999999979 -0.12018999999999998 -0.084034999999999985 0.090050000000000005 -0.074359999999999996 0.080455000000000013 -0.077809999999999976 0.11434500000000002 0.084050000000000014 -0.54165499999999989 -1.0000000180025095e-35 0.096475000000000019 0.11144500000000002 -0.076794999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 9 -9 12 -12 -11 -14 15 -13 -15 21 23 20 22 -17 -20 24 -19 -10 -27 28 29 -28
right_child=1 -3 3 -5 -6 -7 7 8 25 10 11 14 13 16 -16 17 -18 18 19 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0012692685149695033 -0.0012689077332532538 0.0012689939302557478 -0.0012683870518179355 0.00087569806547450836 0.0012639376778721414 -0.0010750501225566995 -0.0010678804800656149 -0.00070070365174547172 0.0012685519512515794 -0.00065404542974598588 -0.0010159477482767853 -0.0012684617550087311 0.0010655811763452695 0.00087504113611819507 -0.0012685339334894429 0.00068902274946334551 -4.146035882856836e-05 0.0010305178808066142 -0.00046717244593056842 -0.00088363166520706701 -0.00097749656277079417 -0.00059604202188029735 0.00074133894107925253 -0.00041287648398102904 -0.00013654535274469743 0.0011652811108838717 -0.00021130961107595754 -0.00090786167940861155 -0.00088503768192584292 0.0011673791209010601
leaf_weight=0.0023849209935420381 0.0025458632379127258 0.0017172298027361413 0.001342707611460269 0.0028710138654162156 0.0012026460736933578 0.0029280396669548727 0.0018515260203812991 0.0047047948893155214 0.0018270654844911869 0.0026589603772038109 0.0051382053119119952 0.0011690655174616529 0.0047369154717387041 0.0024355633995583057 0.0014119274010262464 0.0057989741819426286 0.0098111943549383795 0.003551944780307177 0.0016307731941047621 0.0050917282047855394 0.0021739530768467895 0.0014447722990666989 0.0031980778512661302 0.0018861114962120951 0.0018692511212847762 0.0015938306398908262 0.0010586645757939559 0.0014494234465018963 0.0013931223511463031 0.0030354888673116403
leaf_count=86 18 21 159 49 16 98 61 160 46 48 322 220 65 20 139 49 87 125 131 406 352 63 66 25 77 98 10 12 8 84
internal_value=0 -5.87992e-05 -8.66696e-05 -4.86984e-05 -8.34384e-05 -0.000104989 -6.56832e-05 -4.29132e-05 -1.54373e-05 -0.000102402 -5.02819e-05 -0.000225479 0.000256225 0.000398737 -8.65094e-05 -2.65075e-05 0.000140808 2.79828e-05 -0.000123126 -0.00041467 -7.36882e-05 0.000432715 0.000333207 0.000359417 0.00062811 0.000477525 0.000308103 0.000111151 0.000380315 0.000810878
internal_weight=0 0.0835288 0.0818116 0.0792657 0.0763947 0.0751921 0.072264 0.0709213 0.0690698 0.0587122 0.0540074 0.0343648 0.0196426 0.0169837 0.0292266 0.0278147 0.0122468 0.0266456 0.0194018 0.0120945 0.0070028 0.00724375 0.00482885 0.00730731 0.0054212 0.0103576 0.00853053 0.0069367 0.00548728 0.00409415
internal_count=3121 3035 3014 2996 2947 2931 2833 2674 2613 2355 2195 1975 220 172 1653 1514 107 1294 1182 955 549 112 197 227 202 258 212 114 102 94
is_linear=0
shrinkage=0.00126831


Tree=858
num_leaves=31
num_cat=0
split_feature=39 42 9 376 43 1 49 49 43 4 3 133 51 48 15 12 151 1447 47 474 16 47 13 0 0 48 42 1212 52 13
split_gain=0.00225485 0.00208695 0.00169681 0.00152501 0.00147608 0.00140513 0.00162664 0.00178125 0.001434 0.00141033 0.00137699 0.00131688 0.00124327 0.00130049 0.00176187 0.00121256 0.00116223 0.00120632 0.00140904 0.00182301 0.00108698 0.00102328 0.00101641 0.00180271 0.000881121 0.000979532 0.00162803 0.000874005 0.000855777 0.00215595
threshold=0.16946000000000003 -0.11466499999999999 -0.036024999999999995 0.088470000000000007 0.39192500000000002 0.098700000000000024 -0.043469999999999995 -0.006494999999999999 -0.17390999999999998 -0.033174999999999989 0.092670000000000016 0.09389500000000002 0.088210000000000011 0.083985000000000018 -0.0063699999999999989 0.084100000000000022 -0.5145249999999999 -1.0000000180025095e-35 0.087885000000000019 -1.0000000180025095e-35 0.083160000000000026 0.10589000000000001 -0.42195999999999995 -0.23091999999999999 0.051010000000000007 0.085845000000000019 0.088200000000000014 -0.47073499999999996 0.11008000000000001 0.17001000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 8 9 -8 28 -7 11 12 13 14 -10 -16 -9 -18 19 -19 -21 -20 -12 -24 25 -15 -27 -17 29 -4
right_child=-2 2 3 -5 -6 6 7 16 10 -11 22 -13 -14 24 15 27 17 18 21 20 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00095582630391737543 0.0013466603268957804 0.0013464583606567345 0.00070998994873600909 0.00090407783452198796 -0.0012387197606166904 -0.00050470165270047264 -0.0011578327901790417 -0.0012436860662628005 -0.0011783352402559158 0.00095200935185912547 0.00088038111952957695 -0.0013288043442406525 -0.0012636051855193574 0.00067942408250274832 0.00022310346715927667 0.00058946145539418482 -0.0011695603165281913 -0.00090917730941027187 -0.00096553951914049704 0.0010885128309729654 -0.00034580576690424137 0.00011615560503630277 0.0010416446221929317 -0.00080726574289236627 0.0013462401736143435 -0.001135861227790851 0.00059935156359795349 -0.00073367283211722245 0.0010081894094969264 -0.0012268990075820839
leaf_weight=0.0045610666371000965 0.0020859381836970661 0.001612133036736906 0.0028943468880697756 0.0029412121423604267 0.0019522621175553914 0.0014741486720595276 0.0022357839064994769 0.0011038059324164342 0.0045411206950696182 0.0065701212710962409 0.0027026277930417564 0.0026818305700162517 0.0024342947649618188 0.0025439407411340645 0.0063478381716244358 0.0010380354510175502 0.0011462677391023126 0.0011852190332604096 0.0019209297871043427 0.0066681916857049828 0.0011175749907863519 0.009040575285439445 0.0014511957790546148 0.0027957504600237817 0.0010660056286724284 0.0022759192632015868 0.0017196009722511008 0.0070249365418044709 0.0023967527740751393 0.0016259033034771164
leaf_count=169 23 88 27 48 109 23 34 16 428 129 15 393 163 22 122 23 29 38 36 192 47 90 18 50 10 98 58 552 20 51
internal_value=0 -6.90082e-05 -2.11451e-05 -4.77417e-05 -8.27552e-05 -5.38235e-05 0.000160138 -1.27907e-05 -0.000206343 0.000685061 -0.000307417 -0.000426459 -0.000342989 -0.000258603 -0.000447282 -0.000216913 0.000102618 0.000173119 0.000250333 0.000645902 0.00088263 -7.34042e-05 0.000235131 -0.000175487 0.000211562 2.65973e-05 -0.000389056 -0.000563331 0.000358034 1.33041e-05
internal_weight=0 0.0890694 0.0845083 0.0828962 0.079955 0.0780027 0.0324626 0.0244183 0.0455401 0.00804427 0.0386231 0.0316735 0.0289917 0.0265574 0.0189519 0.0144108 0.0221826 0.0210788 0.0199325 0.00897099 0.00778577 0.0109615 0.00694957 0.00424695 0.00760547 0.00653946 0.00399552 0.00806297 0.006917 0.00452025
internal_count=3121 3098 2929 2841 2793 2684 634 482 2050 152 1952 1869 1476 1313 1125 697 448 432 403 277 239 126 83 68 188 178 156 575 98 78
is_linear=0
shrinkage=0.00134594


Tree=859
num_leaves=23
num_cat=0
split_feature=14 51 1 47 11 4 3 475 43 52 2 2 4 4 133 1 16 13 15 0 52 15
split_gain=0.000192126 0.00027885 0.000302731 0.000470386 0.000304001 0.000411863 0.000331327 0.000278372 0.000323231 0.000330893 0.000458716 0.000577598 0.000414475 0.000447623 0.000241744 0.000339833 0.00022326 0.000174072 0.000152546 0.000180247 0.000240466 0.000116986
threshold=0.076175000000000007 -0.40274499999999996 0.13436000000000001 0.11939500000000002 0.088215000000000002 0.27834500000000006 0.11296500000000002 -0.083709999999999993 -0.17390999999999998 0.11434500000000002 0.089885000000000007 0.084055000000000005 0.19806500000000002 -0.49013999999999996 -1.0000000180025095e-35 0.095285000000000022 0.22339500000000004 -0.15078499999999997 -0.089964999999999976 0.056435000000000006 -0.080114999999999978 -0.024814999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 7 -7 -3 16 10 11 14 13 -12 -10 -16 -9 -15 -19 20 -20 -4
right_child=-2 2 21 -5 -6 6 -8 8 9 -11 12 -13 -14 17 15 -17 -18 18 19 -21 -22 -23
leaf_value=-0.0019175179448487737 -0.0016259516966935848 0.0020132891641178471 0.0024005338801488772 -0.0026075283737714569 -0.0017485293045156178 0.0030684191917761893 0.00018077100831428826 0.00028760679154037864 -0.0015260357868556126 -0.0019012731484854399 -0.0015573074703666119 -0.0029729864729176147 -0.0018516490025958893 0.0025399763842558288 -0.00062702677283858743 0.0022371464636955357 0.0024942071230152477 0.0021883265780256252 -0.0013622503276942176 0.0018027541102722594 0.0010048147943947723 0.00057233631780949368
leaf_weight=0.0010553102819832452 0.0010858326607046101 0.0010113378861100744 0.0011083337850248398 0.0010043964207628866 0.0012573701111051596 0.0012957073377011233 0.0011182283312543007 0.001915751326009736 0.001333307356517599 0.0017477747575583855 0.0010267788503561803 0.0015590019858732207 0.001004860165672028 0.0012050535596586087 0.0015799630155690679 0.0010361430677026107 0.0010848730578345567 0.0010659756402663367 0.0011591276459421707 0.0011564326984192519 0.0014710761550085216 0.0010110394024991356
leaf_count=109 101 216 160 64 82 128 39 117 206 350 54 552 51 48 232 98 18 115 115 28 209 29
internal_value=0 4.12218e-05 0.000120261 -3.916e-06 0.00010964 0.000216956 0.00173075 2.81809e-05 -8.12491e-05 -0.000309373 -0.000104759 -0.000969833 0.000484313 0.000815646 -0.000179103 0.000507367 0.0010854 0.00121786 0.000889542 0.000523922 -3.8348e-05 0.0015284
internal_weight=0 0.0272078 0.0261525 0.0240332 0.0230288 0.0217714 0.00241394 0.0193575 0.0183461 0.0153455 0.0135977 0.00550842 0.0080893 0.00708444 0.00394941 0.00261611 0.00300062 0.00605767 0.00485261 0.00378664 0.0026302 0.00211937
internal_count=3121 3020 2911 2722 2658 2576 167 2409 2193 2058 1708 1088 620 569 536 330 135 515 467 352 324 189
is_linear=0
shrinkage=0.00388662


Tree=860
num_leaves=31
num_cat=0
split_feature=39 42 376 151 1348 14 156 401 43 4 13 40 1 2 150 160 403 43 16 157 15 151 0 0 1 2 2 41 48 16
split_gain=0.00223378 0.00248495 0.00192817 0.00166 0.00195345 0.00169238 0.00157309 0.00160508 0.00166788 0.0014816 0.00138386 0.0020781 0.00191632 0.00163346 0.00153366 0.00182078 0.00148909 0.00169912 0.00183831 0.00172458 0.00169861 0.00134469 0.00108631 0.00243399 0.00106125 0.000982366 0.00141127 0.00130081 0.000975456 0.00146175
threshold=0.16946000000000003 -0.26584999999999998 0.048375000000000008 -0.50825999999999982 0.090205000000000021 0.076175000000000007 -1.0000000180025095e-35 0.10076500000000001 0.39192500000000002 0.27287000000000006 -0.094514999999999988 0.097265000000000018 0.08844500000000001 0.089885000000000007 -0.22665999999999997 -0.091944999999999985 -0.088999999999999982 -0.074359999999999996 0.023255000000000001 -0.07686999999999998 -0.14147499999999996 0.086470000000000005 -0.10474999999999998 -0.08824499999999999 0.09253500000000002 0.113445 0.11215000000000001 0.08178500000000001 0.095425000000000024 -0.16075999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5 8 9 10 11 12 13 -8 -12 -16 -17 20 19 -19 -18 28 -22 -24 -4 26 27 -11 29 -21
right_child=-2 2 24 4 -6 -7 7 -9 -10 25 14 -13 -14 -15 15 16 17 18 -20 21 22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0011722502563941959 0.0011724458365398047 -0.0011719729218831389 0.00014611124301682036 -0.0011718018670854183 0.0011306593616493184 -0.00096636588545550716 -0.0010781654358088244 -0.0011085973054795776 -0.0010934392488446954 0.00079712646000838891 0.00095572731010109256 -0.0010183187929398876 0.00094645498867291968 0.0003078295942480553 -0.00088345082558049213 -0.0011718286948073479 -0.0011721217835881704 0.0010620498489093875 -0.00094976575666713648 -0.0011720711592520829 0.0010360757451346645 0.0010802044179246489 -0.0011719208195112647 0.00035474563224914747 0.0010512345721594373 0.00080024855549181741 -0.0010596522898148142 -0.00067071968569896241 0.00026470447570415797 -0.00021984208586581764
leaf_weight=0.0026516030595189468 0.0020840059859352769 0.0018391528340515597 0.0038687311316607511 0.0016561868825348816 0.001891323186725912 0.0028163252120663165 0.0014393518669244543 0.0018080361989127871 0.0018393468508115509 0.0030821221560231038 0.0017249872462343765 0.0015166826765380401 0.0056518869424166951 0.0061799484361984014 0.0044340816381591699 0.0016879179578594963 0.001136273765702355 0.0015954783192455571 0.0043595962646927324 0.0029775348682079409 0.0024123402968143611 0.0010275650284370377 0.0016098064684086913 0.013111961222207928 0.0032917743542455469 0.0052654405913017399 0.0011547582926141331 0.0011338317292484135 0.0032198957505329426 0.0086232796152412444
leaf_count=18 23 48 23 159 31 92 54 150 93 87 10 6 73 63 303 327 34 26 203 41 29 6 106 356 137 145 5 13 22 438
internal_value=0 -5.38866e-05 -2.17775e-05 -7.08604e-05 -4.65657e-05 -7.38967e-05 -4.19382e-05 -1.76335e-05 8.60209e-06 3.62392e-05 -3.23468e-05 0.000280994 0.000429484 4.60031e-05 -0.000129041 -0.000169547 -9.37475e-05 -4.83383e-05 -0.0002692 -9.91108e-05 0.000215231 -0.000216007 0.000307236 0.000187807 0.000562208 0.000440608 8.80173e-05 0.000402366 -0.000305877 -0.000464247
internal_weight=0 0.0950072 0.0923556 0.0851951 0.083356 0.0814646 0.0786483 0.0769921 0.0751841 0.0733447 0.0627086 0.0147879 0.0132712 0.0076193 0.0479207 0.0461957 0.0417616 0.0400737 0.0218033 0.0174438 0.0182704 0.0158483 0.0171341 0.0147218 0.00716051 0.0106362 0.00537071 0.00421595 0.0148207 0.0116008
internal_count=3121 3098 3080 2920 2872 2841 2749 2590 2440 2347 2097 196 190 117 1901 1891 1588 1261 736 533 525 507 491 462 160 250 105 100 501 479
is_linear=0
shrinkage=0.00117172


Tree=861
num_leaves=22
num_cat=0
split_feature=147 484 148 42 4 11 1 160 50 2 43 3 2 0 0 13 133 16 3 15 1
split_gain=0.000193893 0.000298738 0.000289083 0.000265008 0.000319454 0.000329353 0.000268679 0.000267826 0.000367981 0.000268901 0.00050666 0.000534428 0.000330664 0.000279402 0.000382578 0.000232814 0.000335277 0.000305359 0.000244805 0.000218094 0.00012124
threshold=0.08955500000000001 -0.0068949999999999992 -1.0000000180025095e-35 0.11275500000000001 0.2623950000000001 1.0000000180025095e-35 0.111945 -0.090969999999999981 0.10030500000000002 0.089885000000000007 -0.074359999999999996 -0.0087149999999999988 0.12844500000000003 -0.053834999999999994 -0.077809999999999976 -0.090639999999999984 0.08653000000000001 0.27776000000000006 -0.116045 -0.074054999999999996 0.091900000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 7 -6 -4 9 10 13 -12 15 14 -9 17 18 -11 -17 -20 -13
right_child=-2 2 3 -5 6 -7 -8 8 -10 12 11 20 -14 -15 -16 16 -18 -19 19 -21 -22
leaf_value=-0.0016855355356795454 0.001271098916453364 -0.0019468746366461654 -0.0013597825493091868 -0.0017260529109961429 0.00028098060678415554 -0.002059285899307684 0.0024996306758223274 -4.5184728964508642e-05 0.002473316041945482 0.0026580307775550846 -0.0036878785852964709 0.00045194452501137251 -0.0013927397215912163 -0.0010256352715916281 0.0029212352310622495 0.0024378472913074651 -0.0013851373750201326 4.0247633457083462e-05 0.0012961424098956065 -0.00091976069971933926 -0.0012673345678527275
leaf_weight=0.0016172487847941888 0.0015908366212578065 0.0010562765807655685 0.0016316610001519951 0.001112803012613294 0.0017319595927993694 0.0010695742797039989 0.0014610321989101394 0.0014518764344337853 0.0010217428479464266 0.0017955612371398644 0.0010894703351039736 0.0011121522408572672 0.0011009469138052452 0.0011349163838829624 0.0011168091659614632 0.0010812549644469982 0.0012279452507271138 0.0010114003671333194 0.0014065069191042667 0.0011909396418235962 0.0012819807931805371
leaf_count=493 118 64 313 206 75 138 196 223 64 74 503 37 56 54 61 23 139 9 98 148 29
internal_value=0 -9.82215e-05 4.1064e-06 8.9863e-05 0.000178037 -2.96462e-06 0.00129618 0.000114932 0.00025628 0.000114718 -0.000432303 -0.00147546 0.000560748 0.000548884 0.00124455 0.000839565 0.00033887 0.00171479 0.000914341 0.000280142 -0.000468674
internal_weight=0 0.0267041 0.0250868 0.0240305 0.0229177 0.0197247 0.00319299 0.0186552 0.0170235 0.0160018 0.00718721 0.0034836 0.00881456 0.0037036 0.00256869 0.00771361 0.00490665 0.00280696 0.0036787 0.00259745 0.00239413
internal_count=3121 3003 2510 2446 2240 1969 271 1831 1518 1454 907 569 547 338 284 491 408 83 269 246 66
is_linear=0
shrinkage=0.00381041


Tree=862
num_leaves=31
num_cat=0
split_feature=31 39 1348 52 12 133 1 151 47 48 159 42 403 3 0 0 49 43 52 42 15 48 48 16 14 48 16 13 15 47
split_gain=0.00133937 0.00128396 0.00121854 0.00148587 0.00120492 0.0011839 0.00117812 0.00134196 0.00110201 0.00136577 0.00131834 0.00092262 0.00119764 0.000964869 0.000917331 0.00184609 0.00119972 0.000962941 0.00115773 0.000941246 0.000882054 0.00149459 0.00112745 0.000995475 0.000847134 0.000984418 0.000843695 0.00114092 0.000662966 0.000637706
threshold=-1.0000000180025095e-35 0.16946000000000003 0.10621500000000002 -0.24164999999999998 0.10345000000000001 -0.40071499999999999 0.098700000000000024 -0.5145249999999999 0.087885000000000019 -0.086869999999999989 -1.0000000180025095e-35 0.092620000000000022 -0.092474999999999988 -0.13309499999999996 -0.084269999999999984 -0.10096999999999999 -0.087004999999999985 -0.083879999999999996 0.11434500000000002 -1.0000000180025095e-35 -0.008624999999999999 0.083985000000000018 0.086260000000000017 -0.094359999999999986 -0.46885499999999997 0.12879500000000002 -0.27167499999999994 -0.094514999999999988 0.079055000000000014 0.10980000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 11 -8 9 -9 -10 12 -7 -13 15 16 -14 19 26 -16 21 -18 -23 -24 -11 -26 -19 -28 -22 -12
right_child=1 -3 -4 5 -6 6 7 8 10 24 29 13 14 -15 17 -17 20 18 -20 -21 28 22 23 -25 25 -27 27 -29 -30 -31
leaf_value=0.0014573990958816948 -0.0011051868165374711 0.0014574398810185158 0.0014523408588050597 -0.0013690409641623988 0.0004486344999211101 -0.0014569596699388167 -0.0013227313570754386 -0.00082828547231906917 -0.0014570277160962685 -0.00010825286761808727 -0.00029017541452638803 8.9634274832530963e-06 -0.001197906316683522 -0.0014199700848149728 -0.00019568172861930892 -0.0013970988206700465 -0.0013415326491965284 0.0010862860848377968 -0.0014572180459162367 0.00093021730298896855 0.0011215441693152599 0.0010021656031574567 -0.0013299433097552868 0.00033490863029943572 0.0010468300445791784 -0.00024778016228031886 0.00041095640205926839 -0.00095976093651585178 -5.1473470276900206e-05 0.00055242866888971986
leaf_weight=0.0012780890875418996 0.0049413878606561204 0.0011834262209191584 0.0010943868593358266 0.0013690431415582785 0.0013483155806097713 0.001292134738276828 0.0011031212784473601 0.0013478467349159482 0.0012692430939864607 0.0022253653423831574 0.0036792284539330922 0.0017385745972475775 0.001685815838939674 0.0023706246453087934 0.0022375827429499395 0.0025938241376737272 0.0018003351382134278 0.0014557847867138216 0.0011850884763138225 0.0053304034054093572 0.0025178240157401844 0.0021690871735700057 0.0013146944660462623 0.0018143438262541167 0.0095365597173824312 0.0014341661035359729 0.0030608574861616953 0.0022263799953696813 0.0017221753996921052 0.0039566975178004782
leaf_count=86 314 21 18 148 52 228 17 17 42 35 28 24 34 336 98 549 72 11 67 83 22 18 21 19 342 9 17 285 46 62
internal_value=0 -4.73709e-05 -7.28767e-05 -9.71639e-05 -0.000772096 -2.91732e-05 8.64545e-07 0.000247644 0.000321519 0.000568656 -8.21041e-05 -0.000165064 -8.26006e-05 -0.000815398 -2.55252e-05 -0.000274702 -5.11736e-05 0.000225614 -0.000129217 0.000597329 0.000119324 -0.000194726 0.000194966 -0.000364594 0.000711339 0.00087759 0.00010418 -0.000166233 0.000645095 0.000146436
internal_weight=0 0.0710043 0.0698209 0.0687265 0.0062897 0.0624368 0.0610678 0.0245522 0.0234491 0.0145439 0.00890517 0.0365155 0.0324063 0.0041092 0.0311142 0.0156181 0.0130243 0.0154961 0.00792811 0.00756799 0.0113385 0.00709846 0.00529813 0.00312904 0.0131961 0.0109707 0.00674302 0.00528724 0.00424 0.00763593
internal_count=3121 3035 3014 2996 366 2630 2482 552 535 403 132 1930 1570 360 1342 781 232 561 380 181 198 130 58 40 386 351 313 302 68 90
is_linear=0
shrinkage=0.00145689


Tree=863
num_leaves=31
num_cat=0
split_feature=31 39 42 376 1348 14 156 43 401 151 4 130 159 41 15 15 128 15 1374 1456 52 51 16 1 47 52 3 150 133 133
split_gain=0.00127111 0.0012815 0.00118375 0.00114025 0.00114958 0.00119049 0.000966685 0.00100126 0.000959275 0.000982382 0.00100977 0.000851356 0.000851984 0.000712001 0.000847852 0.000950906 0.00159825 0.00116902 0.000932851 0.000682059 0.000726839 0.00072176 0.000653185 0.000839333 0.000650541 0.000934872 0.000725131 0.00111658 0.000813181 0.000719455
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 0.088470000000000007 0.095915000000000014 0.078320000000000015 -1.0000000180025095e-35 0.39192500000000002 0.10076500000000001 -0.5225749999999999 0.27287000000000006 1.0000000180025095e-35 0.10519500000000001 0.07882500000000002 -0.11713499999999999 -0.10653 0.086435000000000012 -0.098289999999999975 0.086000000000000007 -1.0000000180025095e-35 -0.52017999999999986 -0.088764999999999983 -0.54165499999999989 0.111945 0.085270000000000026 0.11434500000000002 0.090900000000000009 0.088985000000000009 0.095530000000000018 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 9 -8 11 12 13 14 -11 -16 17 -17 19 -19 -21 -22 -12 -24 25 26 27 28 29 -23
right_child=1 -3 3 -5 -6 -7 7 -9 -10 10 22 -13 -14 -15 15 16 -18 18 -20 20 21 24 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012438647687061228 -0.0012437085378308337 0.0012438701616394798 -0.0012434988660182751 0.00085389374545697229 0.0012227811170732166 -0.0010828001872860388 -0.0011870417922917559 -0.0011469218992357609 -0.0011938368976251259 -0.00057587584506654267 0.0012436251005702469 -0.0010350163731693092 -0.000889059363365867 -0.00098781251292540248 0.0010611977667158159 -0.001058083782442148 -0.0012435833311795932 -0.00077024454912939756 -0.00091497654862164796 -0.00077986241215363249 0.0008992805053786104 -0.00020287838304931973 -0.0002531993837063446 0.00070484939161688986 0.00084258426778470842 -0.00062966242374447594 0.00063493219329458167 -0.00085219032263330599 -0.00055265468137003448 0.00053153045680636943
leaf_weight=0.0012326292224393845 0.0012725478506325763 0.0011937425415027283 0.0010400355755217907 0.0021656803293481621 0.001050399328448747 0.0018074706796937781 0.0010231644379352636 0.0012177611545265412 0.0010296919687435837 0.0029334614260676508 0.0013817525004924391 0.001264295044963947 0.0015956939643988468 0.0010182550943227389 0.0015849332724258139 0.0012268302755522589 0.0013622077572481564 0.0010308677678718672 0.0011573637035642284 0.0010033837170642058 0.0027705223105831669 0.0027362345102677219 0.0024857247443037514 0.0032789078243879999 0.0024133185846224583 0.0020851793794331988 0.0053917217801995312 0.0016803222819703487 0.0017888280995714831 0.0083752964209740134
leaf_count=86 18 21 159 49 20 86 44 104 142 122 45 288 137 43 18 35 96 143 53 122 104 279 38 164 38 163 55 68 182 199
internal_value=0 -3.16673e-05 -5.74002e-05 -3.13267e-05 -6.57244e-05 -9.0475e-05 -5.6554e-05 -3.27391e-05 -5.93417e-06 1.87324e-05 4.41356e-05 -3.0341e-05 1.292e-06 3.81378e-05 6.59659e-05 0.000120372 7.52155e-05 0.000131959 0.000179932 0.000223217 0.000259476 0.000297758 0.000475784 0.000291736 0.000229656 0.000162595 0.00024531 0.000101233 0.00022542 0.000350681
internal_weight=0 0.0603656 0.0591719 0.0578993 0.0557336 0.0546832 0.0528758 0.0518357 0.050618 0.0495883 0.0485651 0.0414187 0.0401544 0.0385587 0.0375405 0.034607 0.0330221 0.0316599 0.030433 0.0292757 0.0282448 0.0272414 0.00714639 0.00576463 0.0244709 0.0220576 0.0199724 0.0145807 0.0129004 0.0111115
internal_count=3121 3035 3014 2996 2947 2927 2841 2682 2578 2436 2392 2145 1857 1720 1677 1555 1537 1441 1406 1353 1210 1088 247 202 984 946 783 728 660 478
is_linear=0
shrinkage=0.00124344


Tree=864
num_leaves=23
num_cat=0
split_feature=1213 52 1 43 3 457 39 3 52 133 52 42 160 4 52 0 4 12 16 12 2 52
split_gain=0.000206336 0.00021067 0.000203879 0.000415991 0.000396142 0.000504619 0.00043148 0.000379302 0.000361807 0.000367372 0.000535373 0.000322131 0.000257993 0.000285325 0.000254475 0.000208829 0.000198897 0.000208569 0.00018063 0.000119899 0.000116093 0.000166324
threshold=-1.0000000180025095e-35 -0.43320999999999993 0.10060500000000001 -0.27207999999999993 0.12178000000000001 0.045365000000000009 0.0046100000000000004 0.13524500000000003 0.11434500000000002 0.10622000000000002 0.10024500000000001 -1.0000000180025095e-35 0.092865000000000017 -0.083644999999999983 -0.046924999999999988 -0.10011499999999998 0.25615500000000008 0.093535000000000021 -0.061854999999999993 0.087445000000000009 0.083215000000000011 -0.0064899999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 8 -4 5 6 14 -6 9 10 11 -3 13 -13 -5 20 -16 -18 -9 -17 -15 -22
right_child=1 2 3 4 7 -7 -8 18 -10 -11 -12 12 -14 15 16 19 17 -19 -20 -21 21 -23
leaf_value=-0.0015457372790229789 -0.0015978991939287204 -0.001720783857815671 -0.0017508648119697022 0.0017931298949483557 -0.0019925680353881721 0.0035396876402542252 0.0027100141169917324 0.0014745599898078308 -0.0020003620144934892 -0.0019888867873988332 0.0025767103163386262 0.0016581220060048474 -0.0012319259980858731 0.0014973191175026537 0.00094425692656943596 -0.0017534371324868137 0.00016332600765438541 -0.0019222618582809289 -0.00052779843125215975 6.6377235180445327e-06 -0.00074465273723965469 0.0011687707143286097
leaf_weight=0.0011391078250539968 0.0010084254197124656 0.0013732054129776987 0.0010506928101676758 0.001204638833115724 0.0012262581893764946 0.0010146310705092532 0.0012407062396748714 0.0012515019382135506 0.0013431878121852323 0.0011377103872707304 0.0011389324765573869 0.001953343507736351 0.0014566360242525001 0.0012006711918957098 0.0014996332061798503 0.001058293939596661 0.0015062368767360113 0.0011225149417839475 0.001168518075786551 0.0010190534064613566 0.0013663976800657451 0.0010998552671956929
leaf_count=491 278 355 18 54 19 81 175 118 320 259 48 99 93 23 72 256 53 37 50 138 45 39
internal_value=0 4.50354e-05 0.000107715 0.000452882 0.000658983 0.00113571 0.000764662 -0.000333142 -0.000192025 -2.32477e-06 0.000191405 -6.66532e-05 0.000181479 0.00044894 0.000312084 3.77571e-05 -0.000120076 -0.00072725 0.000507712 -0.000890023 0.000563354 0.000108662
internal_weight=0 0.027441 0.0264326 0.0122853 0.0112346 0.00758836 0.00657373 0.00364628 0.0141473 0.0128041 0.0116664 0.0105275 0.00915425 0.00769761 0.00533302 0.00574427 0.00412839 0.00262875 0.00242002 0.00207735 0.00366692 0.00246625
internal_count=3121 2630 2352 677 659 472 391 187 1675 1355 1096 1048 693 600 216 501 162 90 168 394 107 84
is_linear=0
shrinkage=0.00366245


Tree=865
num_leaves=31
num_cat=0
split_feature=31 39 42 156 151 2 41 3 1 15 52 3 150 457 16 403 130 123 13 13 16 16 39 16 13 1 48 1 0 160
split_gain=0.0013767 0.00120887 0.00120325 0.00101838 0.00100463 0.00111802 0.0010035 0.00115404 0.0010507 0.000968824 0.00090391 0.000853794 0.000991577 0.000893763 0.00118768 0.000892089 0.00103821 0.000844673 0.00119901 0.000951764 0.000922832 0.000767603 0.000816455 0.00102234 0.000724545 0.000725484 0.000581855 0.00103678 0.000905334 0.00063848
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 -1.0000000180025095e-35 -0.5225749999999999 0.099185000000000009 0.078475000000000017 -0.12018999999999998 0.13075500000000004 0.10347000000000002 -0.11592499999999999 0.090900000000000009 0.08826500000000001 0.082380000000000009 -0.0057949999999999989 -1.0000000180025095e-35 -1.0000000180025095e-35 0.083855000000000013 -0.53104499999999988 -0.47860499999999995 -0.54165499999999989 -0.078844999999999985 0.082735000000000017 -1.0000000180025095e-35 0.043850000000000007 0.083135000000000014 0.12649500000000002 0.10312500000000001 0.051010000000000007 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 -2 -4 -5 6 7 24 10 17 -9 12 15 14 -13 -12 -17 18 -7 -20 -21 -18 23 -23 -6 -26 27 28 -22 -29
right_child=1 -3 3 4 5 9 -8 8 -10 -11 11 13 -14 -15 -16 16 21 -19 19 20 26 22 -24 -25 25 -27 -28 29 -30 -31
leaf_value=0.0012194772558657733 -0.0012193767420112342 0.0012194285921936418 -0.0012191287313529247 -0.0011632022442468566 0.00097434515124870285 -0.0010176617789054868 -0.00098522702526365746 -0.001219133519434772 0.00071441271053962279 -0.00059440231314880426 -0.0010287707109410227 -0.0010620754644716387 -0.0011811008040316028 0.00084690497892626882 0.0006235538827524369 -0.00099092705394156081 0.00025349225449451587 0.00095110407836954949 0.0012194235105085812 0.00121933242255608 -0.00089975257150656015 -0.0012192058247869082 0.00050992913340667514 -0.00010043597242793552 -0.00074523213770519249 0.00067573153866224605 -0.00043714310537217927 0.00031118288359853908 0.0001697836534540633 0.0011844565963745389
leaf_weight=0.001279498812998269 0.0013492237874643811 0.0010811996983193231 0.0010960115914624416 0.0011454993826518481 0.0022039640504658486 0.001154408787442658 0.0020235162302029144 0.0013724020387462224 0.0017705957952571785 0.0021018681447699797 0.00184126810203633 0.001255933636031159 0.0017817663795653962 0.0021364828057670593 0.0012291296947637411 0.0018419906018216645 0.007321731444351433 0.0024203610816329038 0.0014263668535718877 0.0011784674368584503 0.0018403326990803597 0.0020312756524001234 0.0013718565058979948 0.0030163764777811058 0.0010489701081297653 0.0010875895852606732 0.0025057031001303196 0.0058010080453811952 0.0032590435728252487 0.0015839545247047226
leaf_count=86 18 21 163 47 41 9 84 191 38 119 592 29 94 21 17 94 294 129 22 33 214 255 29 137 36 25 40 169 46 28
internal_value=0 -5.81772e-05 -8.11243e-05 -5.50272e-05 -3.29349e-05 -1.00626e-05 -0.000153209 -9.94391e-05 -0.000193327 0.000194985 -0.000257106 -0.000201696 -0.000314893 0.000268726 -0.000228351 -0.000226317 -0.000131502 0.00027336 0.00018587 0.000264834 0.000180622 -1.62972e-05 -0.000324004 -0.000550651 0.000483954 -2.1908e-05 9.89615e-05 0.000206562 -0.000216205 0.000498486
internal_weight=0 0.0612783 0.0601971 0.0588479 0.0577519 0.0566064 0.0333348 0.0313113 0.0269708 0.0232715 0.0252002 0.0238278 0.0192063 0.00462155 0.00248506 0.0174245 0.0155832 0.0211696 0.0187493 0.0175949 0.0161685 0.0137412 0.00641951 0.00504765 0.00434052 0.00213656 0.01499 0.0124843 0.00509938 0.00738496
internal_count=3121 3035 3014 2996 2833 2786 1977 1893 1791 809 1753 1562 1495 67 46 1401 809 690 561 552 530 715 421 392 102 61 497 457 260 197
is_linear=0
shrinkage=0.00121906


Tree=866
num_leaves=22
num_cat=0
split_feature=1 0 42 42 132 44 3 4 47 1374 0 457 43 43 43 2 43 14 15 16 3
split_gain=0.000198351 0.000388513 0.00031602 0.000366823 0.000276641 0.000273452 0.00030305 0.000361883 0.000405102 0.000443512 0.000335568 0.000325058 0.000298188 0.000259023 0.000437817 0.000216614 0.00018552 0.000155753 0.000180958 0.000245788 0.000120075
threshold=0.077565000000000009 -0.084044999999999995 0.091735000000000025 -1.0000000180025095e-35 0.079970000000000013 1.0000000180025095e-35 0.16158000000000003 -0.0092149999999999992 0.092530000000000015 -0.094929999999999987 -0.062294999999999996 0.060310000000000009 -0.083684999999999996 -0.084004999999999982 0.093175000000000022 0.092480000000000021 -0.011694999999999999 -0.45687499999999998 -0.094549999999999981 -0.070454999999999976 -0.034684999999999994
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 20 3 -3 5 6 7 12 9 -9 16 17 -2 -5 -15 -14 -10 -11 -19 -20 -1
right_child=4 2 -4 13 -6 -7 -8 8 10 11 -12 -13 15 14 -16 -17 -18 18 19 -21 -22
leaf_value=-0.0025534145136234666 0.00070527398187847205 -0.0015700930255757803 -0.001761713726519529 0.0019453214455670163 0.0016326586480269868 -0.0016498135956100589 0.0019471113764174186 -0.00096292410939076488 -0.00017576821276834288 -0.00028745742657732779 0.00076428190523506422 0.0028496830579586643 -0.00078803678244461701 -0.0012763492246452726 0.001809581033350617 -0.0028600855606857791 -0.0021604434361107792 0.0020236129226587933 -0.00054294457742887832 0.0017367843385410753 -0.00086531630179000789
leaf_weight=0.0011879873910679573 0.0010730440324291371 0.0010149255728602036 0.0011028761097220396 0.0016382994093344649 0.001551991176180322 0.0011391342013666863 0.0011502915590710918 0.0015036257137523998 0.0010002359138363559 0.0012644969694157746 0.001491222556296635 0.0012458376666337756 0.0018546088283226646 0.0013352714031122925 0.0010659002859938482 0.0010018564017695297 0.0015454634655540644 0.0017709353101444955 0.0013111638915574986 0.0011397381006545979 0.0010009874584433476
leaf_count=751 135 366 243 66 154 55 108 26 64 48 23 62 357 132 14 139 64 129 59 62 64
internal_value=0 -0.000482192 -2.0285e-05 0.000359697 0.000176581 5.43734e-05 0.000166247 3.98135e-05 0.000343459 0.000800184 -0.000588315 0.00119397 -0.000908537 0.000844561 9.35211e-05 -0.00151477 -0.00138064 0.000817994 0.00114909 0.000517193 -0.00178147
internal_weight=0 0.00834625 0.00615727 0.0050544 0.0200436 0.0184917 0.0173525 0.0162022 0.0122727 0.0082358 0.00403692 0.00673217 0.00392951 0.00403947 0.00240117 0.00285647 0.0025457 0.00548633 0.00422184 0.0024509 0.00218897
internal_count=3121 1636 821 578 1485 1331 1276 1168 537 386 151 360 631 212 146 496 128 298 250 121 815
is_linear=0
shrinkage=0.00359063


Tree=867
num_leaves=21
num_cat=0
split_feature=43 42 40 133 484 3 0 15 13 39 16 1 0 12 2 2 12 2 0 16
split_gain=0.000192499 0.000250456 0.000464633 0.000383881 0.000385978 0.000323534 0.000372256 0.000311038 0.000308165 0.000297247 0.000294026 0.000715969 0.000199939 0.000315905 0.000252148 0.000351506 0.000198943 0.000170572 0.000160126 3.12123e-05
threshold=0.24789500000000006 -0.11466499999999999 -0.013874999999999998 0.095000000000000015 -0.0068949999999999992 -0.12018999999999998 -0.053834999999999994 -0.015744999999999999 -0.070999999999999994 0.091820000000000013 -0.36241499999999999 0.11323000000000001 -0.23051499999999997 0.088305000000000008 0.084055000000000005 0.091055000000000011 0.083370000000000014 0.10882500000000002 -0.10151999999999999 -0.06421499999999998
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 9 4 -4 7 10 -6 -8 -3 17 12 -12 14 18 -16 -9 -7 -14 -13
right_child=-2 2 3 -5 5 6 8 16 -10 -11 11 19 13 -15 15 -17 -18 -19 -20 -21
leaf_value=-0.0012972806629524176 -0.0013492223481180335 0.0006203749346930282 -0.0016831870497428529 -0.0015625270337217625 0.0023382791946928842 0.0001360335041732155 -1.5408630070930345e-05 0.0014568219145359683 -0.0026762400927471419 0.0029596512173105769 0.0010988026000690375 0.0025754494170018185 0.0011388905828380704 0.00094896950794571633 -0.0029202552337618606 -0.0004215621067822348 -0.00046947573704696194 -0.0017456681752967842 -0.0007660034371971316 0.0017537643596447858
leaf_weight=0.0015547912926751053 0.0012310427771247126 0.0018315205873395959 0.001353752116321826 0.0018064946651785698 0.0014941412197124748 0.001037401761451835 0.0010196203877903542 0.0011242699499831544 0.001054693076518739 0.0010003701213578964 0.001567004062621888 0.0011916702504635168 0.0010415933186322945 0.0018432742000573654 0.0011038429935880112 0.0017084445292088191 0.0014782364538152848 0.0012839138841087561 0.0010610227891998452 0.001023589435007465
leaf_count=160 188 177 378 459 82 79 46 42 128 107 36 27 15 421 348 69 105 60 152 42
internal_value=0 4.6758e-05 0.000130263 -3.77221e-05 9.73946e-05 0.000224043 -1.16117e-05 0.00108322 -0.00136832 0.00144673 0.000207195 0.000452074 -1.19116e-05 -0.00026945 -0.000726404 -0.00140232 0.000362675 -0.000904731 0.000177642 0.00219578
internal_weight=0 0.0265796 0.0250249 0.022193 0.0203865 0.0190327 0.0149361 0.00409665 0.00207431 0.00283189 0.0128618 0.0105404 0.00832518 0.00675818 0.0049149 0.00281229 0.00260251 0.00232132 0.00210262 0.00221526
internal_count=3121 2933 2773 2489 2030 1652 1423 229 174 284 1249 1110 1041 1005 584 417 147 139 167 69
is_linear=0
shrinkage=0.00345121


Tree=868
num_leaves=23
num_cat=0
split_feature=128 124 484 1 42 16 151 42 15 52 0 0 13 3 16 2 47 123 2 16 16 15
split_gain=0.000194512 0.000205648 0.000240705 0.000253103 0.000539614 0.000370912 0.000230312 0.000216615 0.000313116 0.000308586 0.00033896 0.000532873 0.000238914 0.000224324 0.000295617 0.000241882 0.000134252 0.000134132 0.000133227 0.000104889 5.67407e-05 3.76968e-05
threshold=0.086950000000000013 -0.043384999999999993 -0.0068949999999999992 0.12337000000000002 0.091735000000000025 -0.040964999999999994 -0.090369999999999992 0.08623500000000002 0.088495000000000018 0.11434500000000002 -0.077809999999999976 -0.13027499999999997 -0.0025349999999999995 0.12178000000000001 -0.013324999999999998 0.090675000000000019 0.13148500000000005 0.085110000000000005 0.11093500000000002 -0.088159999999999988 0.19444000000000003 -0.091184999999999988
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 17 -3 4 6 -5 -4 8 9 10 11 13 20 14 15 -8 -7 -1 -6 -9 -12 -13
right_child=-2 2 3 5 18 16 7 19 -10 -11 12 21 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.00027845832448304426 -0.0017943487115202265 -0.0016905599957971439 -0.0015120607061145329 0.0032177044774380614 -0.0028247906058269257 0.0012051916696373035 -0.0010937129288321218 0.0023894169344164037 -0.0021800348655121337 -0.0018782540323194303 0.0029891858423852693 -0.0022595182932687937 0.00013936420044372846 -0.00092272511486195187 0.0030515642095794598 0.0014502638434307079 -0.00084732190278776084 0.0023365264032603624 -0.00085978008974557337 0.00059502015462951723 0.0016501584615379666 -0.0011705143884935341
leaf_weight=0.0011610338613072804 0.0010475956277741219 0.0015014737164366068 0.0013759448312757874 0.001031417572408877 0.001397130652994071 0.0011208070855168719 0.0010752295656075717 0.0011286033294028996 0.0010063434326514917 0.0010834207027978779 0.0012111653940252154 0.0011907155548778166 0.0013645573852514329 0.0011434601026607538 0.0010934200728200923 0.0017190682043093375 0.001135368747782195 0.0010835470455665686 0.0010848498369950832 0.0011787007051292661 0.0010419222287865182 0.0010664730894430789
leaf_count=110 203 468 119 130 344 54 36 106 176 86 31 111 172 29 35 47 14 137 94 237 21 361
internal_value=0 5.43418e-05 -5.97732e-05 4.93019e-05 -0.000135734 0.00112774 0.000136611 0.000284847 7.39463e-05 0.000263136 0.000475865 -4.66653e-05 0.00152859 0.00071527 0.00119704 0.000471356 0.000172311 0.00127197 -0.0019659 0.00147274 0.00236996 -0.00174499
internal_weight=0 0.0261947 0.0239501 0.0224486 0.019161 0.00328759 0.016679 0.0153031 0.0129958 0.0119894 0.010906 0.00728837 0.00361765 0.00503118 0.00388772 0.0027943 0.00225618 0.00224458 0.00248198 0.0023073 0.00225309 0.00225719
internal_count=3121 2918 2671 2203 2005 198 1567 1448 1105 929 843 619 224 147 118 83 68 247 438 343 52 472
is_linear=0
shrinkage=0.004207


Tree=869
num_leaves=31
num_cat=0
split_feature=39 42 9 151 1348 14 156 2 41 3 403 123 13 13 16 1 43 16 157 52 15 1 52 43 0 160 13 3 12 0
split_gain=0.00194804 0.00185681 0.00170939 0.00154247 0.0019569 0.00221391 0.00152292 0.00143393 0.00138243 0.00168846 0.00133415 0.00116332 0.00149092 0.00184355 0.00123977 0.00109809 0.00100958 0.00109176 0.00138099 0.000987503 0.000966571 0.0010044 0.000968382 0.00111531 0.00138059 0.00131446 0.00128299 0.00117397 0.00129701 0.00110175
threshold=0.16946000000000003 -0.26584999999999998 -0.036024999999999995 -0.40381499999999992 0.090205000000000021 0.076175000000000007 -1.0000000180025095e-35 0.099185000000000009 0.079300000000000009 -0.12018999999999998 -0.081904999999999992 0.083855000000000013 -0.53104499999999988 -0.39067499999999994 -0.54165499999999989 0.13021500000000003 -0.06984499999999999 0.15891500000000003 -0.071119999999999989 -0.11592499999999999 -0.11713499999999999 0.122715 0.10473500000000001 -0.17390999999999998 -0.10607499999999999 0.086870000000000017 -0.0060599999999999994 -0.084074999999999997 0.088615000000000013 -0.084269999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5 8 9 -8 -11 12 -9 -14 -15 19 -16 18 -18 -12 -21 22 23 -22 25 -25 27 -26 29 -29
right_child=-2 2 3 4 -6 -7 7 11 -10 10 15 -13 13 14 16 -17 17 -19 -20 20 21 -23 -24 24 26 -27 -28 28 -30 -31
leaf_value=-0.0010204211500199666 0.0010206006089358119 0.0010204599774957283 -0.00088645647395793809 -0.0010201323860158315 0.00099079577384703901 -0.00090137519675906796 0.00050843352489360436 -0.00084442107387396298 -0.00082844160896885892 -0.0010132562167851527 -0.0010201091448519067 0.00074029370027288877 0.00093802434199123359 0.0010006083643073302 0.00038185452248853052 0.00065134875980145379 0.0010201070821895628 -0.00076489656916062688 -0.00013186746255365603 -0.00081906812491048555 0.00055437212163084355 -0.0010157753940317456 -0.00065899304048190773 0.00053939594205322549 -0.0010202818397521058 -0.00025730884960595832 -0.00086688070060214389 -0.00032024072379120396 -0.00064957771615725354 0.00079379591455354349
leaf_weight=0.0020172607837451997 0.0017940761654671169 0.0015815224334474456 0.0022321380649756853 0.0015364480249830939 0.001919186022178109 0.0030642904619071478 0.0046462623705849559 0.0016098500235557358 0.0026580650359733218 0.0017569815807796365 0.0012926937037454058 0.0034084484597087785 0.0028597640387033598 0.001375263260683819 0.0052268379310795856 0.0019021235642071579 0.0012060794289823215 0.0024305213344426599 0.010594655330104178 0.0018583724567271488 0.003758690070640113 0.0010911521067669119 0.0022214512663047961 0.0056134977369310807 0.0011377056709145211 0.0034971900255413857 0.0030502719517233844 0.001392748306077593 0.0016565219256587937 0.0027427585920669906
leaf_count=18 23 89 64 159 33 96 75 8 52 442 173 127 64 26 177 32 17 122 217 86 30 9 220 41 157 32 139 157 186 50
internal_value=0 -5.39837e-05 -2.94058e-05 -5.0764e-05 -2.60595e-05 -5.2579e-05 -1.56987e-05 6.6713e-06 -0.000117495 -6.72605e-05 -0.000148384 0.000180852 0.000105492 0.000170035 6.46144e-05 -9.97039e-05 -1.54002e-06 -0.000142353 -1.41313e-05 -0.00014844 -0.000108226 -5.77326e-05 -1.60359e-05 4.64733e-05 -5.35248e-05 0.000233576 -0.000315618 -7.29673e-05 0.00011311 0.000418613
internal_weight=0 0.0813388 0.0793215 0.07774 0.0755078 0.0735886 0.0705244 0.0689879 0.0402765 0.0376184 0.0329722 0.0287114 0.025303 0.0236931 0.0208334 0.0312152 0.0194581 0.0142313 0.0118007 0.0293131 0.0280204 0.026162 0.0250708 0.0228494 0.0190907 0.00911069 0.00998001 0.00692973 0.00579203 0.00413551
internal_count=3121 3098 3080 2991 2927 2894 2798 2639 1881 1829 1754 758 631 623 559 1312 533 356 234 1280 1107 1021 1012 792 762 73 689 550 393 207
is_linear=0
shrinkage=0.00102006


Tree=870
num_leaves=22
num_cat=0
split_feature=1213 14 157 130 48 48 12 43 42 159 52 12 16 0 1 2 2 12 151 157 0
split_gain=0.000209887 0.000209273 0.000217752 0.000273008 0.000314028 0.000262257 0.000220797 0.000316263 0.000387636 0.000270477 0.000411446 0.000428844 0.000397505 0.000280237 0.000230114 0.000405953 0.000318708 0.000184923 0.000162449 0.000123614 6.21711e-05
threshold=-1.0000000180025095e-35 0.076175000000000007 -0.076494999999999994 -0.0015749999999999998 0.12879500000000002 0.10396500000000002 0.11650500000000001 -0.15582499999999996 -0.11466499999999999 -0.22563499999999997 0.10898500000000001 0.097825000000000009 0.15273500000000004 -0.084269999999999984 0.10871500000000002 0.089885000000000007 0.080205000000000012 0.084290000000000018 -0.0096649999999999982 -0.084489999999999996 -0.059114999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 19 -4 5 6 7 8 -5 -9 11 12 13 14 15 16 -11 -15 -17 -2 -10
right_child=1 -3 3 4 -6 -7 -8 9 20 10 -12 -13 -14 17 -16 18 -18 -19 -20 -21 -22
leaf_value=-0.0015681335615456858 0.0003731967072969459 -0.0015466388087057527 -0.0016174622073048528 -0.00059221692909811714 -0.0014746079549947768 0.0016422335740372634 -0.0015044730805844977 0.0017994983349677958 0.0014408961120581625 0.00015462241111072908 -0.0021365781954405939 0.0018940369998325264 -0.0018031268332021687 0.0020669270988472712 -0.0016526627925579603 9.4154937368977516e-06 -0.0025609726624467267 9.2145025394485789e-06 0.0019204650774146685 0.0021400223423315083 0.0026437121507034687
leaf_weight=0.0011184061860588504 0.0010818006504784705 0.0010541662409195842 0.0012960431635843364 0.0010846158021333707 0.0015518237421385797 0.0016328774061951093 0.0010691679967025349 0.0010041632861517167 0.0011156936461631517 0.0013441741092048397 0.0012899982055012424 0.0014681655300852201 0.0017664092893541214 0.0013465366083451683 0.0013355845605111938 0.0010339740115243856 0.0010192963898818519 0.0010369544703675571 0.0014106403127005507 0.0010435100807804068 0.0011925082733803506
leaf_count=491 234 87 206 46 73 104 85 134 41 71 205 163 219 137 106 51 200 228 82 131 27
internal_value=0 5.19907e-05 0.000119067 1.54172e-05 0.00011293 0.000235187 0.000111116 0.000210111 0.00121372 -3.21392e-05 -0.00017306 4.22937e-05 -0.000221819 0.00010575 -0.000307797 6.57788e-05 -0.00101654 0.0011717 0.00111217 0.00124069 0.00206232
internal_weight=0 0.0261781 0.0251239 0.0229986 0.0217026 0.0201508 0.0185179 0.0174487 0.00339282 0.0140559 0.0130517 0.0117617 0.0102936 0.00852716 0.00614367 0.00480808 0.00236347 0.00238349 0.00244461 0.00212531 0.0023082
internal_count=3121 2630 2543 2178 1972 1899 1795 1710 114 1596 1462 1257 1094 875 510 404 271 365 133 365 68
is_linear=0
shrinkage=0.00366245


Tree=871
num_leaves=31
num_cat=0
split_feature=39 9 457 457 42 150 1 151 15 484 1213 52 133 48 14 1 52 43 13 160 52 0 47 48 4 2 3 376 132 1
split_gain=0.00238333 0.00208074 0.00194894 0.00186105 0.00194603 0.00192732 0.00197829 0.00199075 0.00195561 0.00177924 0.00166409 0.00163503 0.00216149 0.00159762 0.00163859 0.00157922 0.00179423 0.00203573 0.00198551 0.00177041 0.00204039 0.00207879 0.001729 0.00191956 0.00170141 0.00141567 0.00178019 0.00131713 0.00135753 0.00111451
threshold=0.16946000000000003 -0.036024999999999995 -0.14786499999999997 -0.072694999999999996 -0.26584999999999998 0.081835000000000019 0.093575000000000019 0.10424500000000002 -0.090644999999999989 -0.08261499999999998 -0.082704999999999987 -0.51296999999999993 -0.40071499999999999 -0.098424999999999985 0.076175000000000007 0.111945 0.11434500000000002 -0.15582499999999996 -0.076599999999999988 -0.081069999999999989 0.10744000000000002 -0.26609999999999995 0.13148500000000005 0.10358500000000001 -0.083439999999999986 0.089885000000000007 -0.078934999999999991 0.048375000000000008 0.12527000000000002 0.10374500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 9 8 -8 -7 -6 -11 -12 -13 -14 15 16 18 -18 24 -20 21 -21 23 -17 -15 26 -26 28 29 -23
right_child=-2 2 3 4 5 6 7 -9 -10 10 11 12 13 14 -16 22 17 -19 19 20 -22 27 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0012688601674108238 0.0012690939163432704 0.0008460273538935365 -0.00099391453253460521 -0.001268770521815797 -0.0012684557214006529 0.00039306609746795175 0.00093274230213273644 -0.00081579964377359029 -0.00075354582153466635 -0.0012684455609378946 -0.0010358644424671771 -0.0012263449801363658 -0.0012468501366320276 0.00088087784650848924 -0.0011303740858442861 0.00086529527045151055 0.00091988754759169615 -0.00097089619141366894 0.00054392696825880671 0.0012688463115650903 0.0012152648957838401 -0.00092070519766374818 -0.00029434572301782291 -0.00021458392913499625 -0.0012684966183300272 0.00049469596547944115 0.00028970562086344401 0.00044960045477057626 0.00074515915134958696 -0.00013836184639254249
leaf_weight=0.001861861998548874 0.0022109165988979376 0.0035143121225758014 0.0037306023318084405 0.0021753781297491051 0.0021947347999429203 0.005590629082888654 0.0083635461220978868 0.0011973609507549563 0.0041831430472889508 0.0019478646943866798 0.0027827213380682272 0.0024128276202830526 0.0016308932118818112 0.0065174363775071234 0.0019270858646507341 0.010483124591203818 0.0010907492636533789 0.0057169228192925905 0.0044381870124183811 0.0010914431768469365 0.0012833111698284929 0.012310939481661634 0.0047280706717174317 0.0035427668943981425 0.0022638886905994573 0.0053795105988712066 0.0024621462393668034 0.0019779695010129208 0.0010629615872801415 0.0038436683245208761
leaf_count=89 23 43 172 18 214 35 158 13 122 275 196 138 15 42 61 192 14 262 74 3 25 553 32 31 153 61 29 14 31 33
internal_value=0 -6.07102e-05 -8.32464e-05 -0.00011396 -8.19639e-05 -5.62554e-05 0.000303575 0.000713764 -9.76801e-05 -0.000142052 -0.000110717 -8.141e-05 -4.55977e-05 -5.89182e-06 2.29711e-05 5.55637e-05 -6.33107e-05 -0.000667948 3.32418e-05 -0.000185582 -0.000335682 -0.000433791 0.00036894 0.000592531 0.000375616 4.97533e-05 -0.000456712 -0.000530602 -0.000643209 -0.000734562
internal_weight=0 0.111706 0.109844 0.10633 0.102599 0.100424 0.0193347 0.00956091 0.00977377 0.0810892 0.0788945 0.0769466 0.0741639 0.0717511 0.0701202 0.0681931 0.0494391 0.00680767 0.0426315 0.0260085 0.0215703 0.020287 0.018754 0.0140259 0.016623 0.0101055 0.00472603 0.0191955 0.0172176 0.0161546
internal_count=3121 3098 3009 2966 2794 2776 328 171 157 2448 2234 1959 1763 1625 1610 1549 1294 276 1018 733 659 634 255 223 285 243 182 631 617 586
is_linear=0
shrinkage=0.00126831


Tree=872
num_leaves=21
num_cat=0
split_feature=1 49 49 15 12 16 0 47 3 51 159 51 0 42 16 52 4 52 3 3
split_gain=0.000201503 0.000328245 0.000388186 0.000336616 0.00033069 0.000351127 0.000307791 0.000415145 0.000405689 0.000295029 0.000266447 0.000236472 0.000370186 0.000300194 0.000365497 0.000327015 0.000288581 0.000254119 0.000203726 9.14502e-05
threshold=0.094385000000000011 -0.043469999999999995 -0.0020949999999999996 0.035560000000000008 0.051320000000000005 -0.15012499999999998 -0.040504999999999992 0.093140000000000014 0.12178000000000001 0.08955500000000001 0.091005000000000016 0.045645000000000005 -0.084269999999999984 0.088295000000000012 -0.083539999999999989 -0.068719999999999989 0.053925000000000008 0.091820000000000013 -1.0000000180025095e-35 0.095270000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 3 -3 19 6 -6 7 8 -4 10 11 12 16 14 -14 -16 18 -17 -1 -2
right_child=1 2 4 -5 5 -7 -8 -9 -10 -11 -12 -13 13 -15 15 17 -18 -19 -20 -21
leaf_value=-0.003831003987587781 0.0016745485182764256 -0.0026280021936507217 0.0031640113728377268 -0.00013949749280696389 0.00060114026383215275 -0.002127003252306621 0.0028955893742658831 -0.0012199211864791467 -0.00018231384542608163 -0.0025628753908505837 -0.0021935168492340333 0.0017521434483708323 0.0030608354363908948 -0.0013668330228428082 0.0022167514549240896 -0.0020902406326677343 0.00016205284404709696 0.00058241452515443628 -0.0010758747634371721 0.0035052745257934483
leaf_weight=0.0010103750001965173 0.0010064376305578557 0.001000969518262452 0.0013567707304424931 0.0014125941991238733 0.0017600880920536355 0.0018577739364378232 0.0011668588417608188 0.0018596034302422737 0.0014209870422554616 0.0011059301434059874 0.0011684307585297935 0.0013078665422798794 0.0011463202543180477 0.0014585557111076453 0.0011493449994821629 0.0011888443445613383 0.0013732217099748922 0.0015972026341608547 0.0010469617761756948 0.0010876619961486256
leaf_count=615 119 51 102 53 61 251 107 70 69 230 195 62 74 351 118 227 146 113 47 60
internal_value=0 0.000353258 -3.6461e-05 0.00151163 0.000238855 -0.000799763 0.000886243 0.000380648 0.00145217 -0.000396384 -0.00020389 2.22764e-06 -0.000227308 0.000383497 0.000885877 0.000252345 -0.00139179 -0.000558044 -0.00242894 0.00262542
internal_weight=0 0.0139297 0.0104231 0.00350669 0.00942208 0.00361786 0.00580422 0.00463736 0.00277776 0.0135531 0.0124471 0.0112787 0.00997083 0.00654027 0.00508171 0.00393539 0.00343056 0.00278605 0.00205734 0.0020941
internal_count=3121 943 711 232 660 312 348 241 171 2178 1948 1753 1691 883 532 458 808 340 662 179
is_linear=0
shrinkage=0.00437696


Tree=873
num_leaves=31
num_cat=0
split_feature=39 42 9 151 1348 4 11 14 1213 41 480 1429 150 1456 50 1 16 15 128 47 43 160 4 13 133 147 2 1213 42 160
split_gain=0.00185612 0.00160071 0.0012968 0.00123772 0.00152551 0.00147121 0.00150337 0.00131917 0.00135893 0.00109353 0.00108868 0.00102928 0.0010846 0.00122471 0.000921241 0.000891724 0.0013629 0.000842619 0.00120448 0.00116958 0.00103393 0.00146184 0.00133991 0.00143729 0.0015697 0.00111864 0.000821817 0.000740735 0.000725556 0.000843051
threshold=0.16946000000000003 -0.26584999999999998 -0.036024999999999995 -0.40381499999999992 0.090205000000000021 0.27287000000000006 0.081790000000000015 0.076175000000000007 -0.082704999999999987 0.079885000000000025 0.084710000000000021 0.084545000000000009 -0.22665999999999997 -1.0000000180025095e-35 0.11875500000000001 0.111945 -0.54165499999999989 -0.095869999999999983 0.086435000000000012 0.10783500000000001 -0.17390999999999998 -0.090969999999999981 -0.51843499999999987 -0.39067499999999994 0.10209000000000001 0.085050000000000014 0.086100000000000024 0.04198000000000001 -0.086739999999999998 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 -1 -3 -4 5 6 7 8 -5 10 11 12 -10 -14 15 16 -7 19 20 26 -19 -22 -23 -24 25 27 -15 28 -25 -30
right_child=-2 2 3 4 -6 14 -8 -9 9 -11 -12 -13 13 17 -16 -17 -18 18 -20 -21 21 22 23 24 -26 -27 -28 -29 29 -31
leaf_value=-0.0012940505958388289 0.0012943924618977331 0.0012941496885250203 -0.0011323659129627869 -0.001293812940709269 0.0012590187239877246 0.0012940429544983764 -0.0012937587314722197 -0.0011511441369432198 0.0010748870973646338 -0.0010741972501652325 -0.0012937914417727838 0.00083400077039472382 -0.0012937733538271583 -0.0012647247282393235 -0.00051600135028077019 0.0010779198464570105 -0.00028968509571110563 0.00067584644587298742 -0.001293786527276192 0.00038095595599533231 -0.0011168196755964902 -0.0012614201160534336 0.00090124914137642881 -0.00077657096040971343 -0.0012723515070206407 -0.001043462257425634 -0.00024857750540036906 -0.00076913456700864282 0.00050623991439235948 -0.00014750143245929426
leaf_weight=0.0017135975926549909 0.0017377280032206946 0.0012190720697375914 0.0017297360311232515 0.0014421659310333004 0.0015158477623771196 0.0013167239108895501 0.0018082206993881291 0.0019071813380264748 0.001510709489650707 0.0015952125819467247 0.0010421310607684467 0.0026019432598616268 0.001266229830866549 0.0024972688367252962 0.0014719124574185116 0.0035557798344427738 0.0029397327398328343 0.0048794590584861899 0.00103188301350876 0.0022964666299714054 0.0017419868636272531 0.0011487549737125699 0.0038011937122348584 0.0010395199239461297 0.0014267075423717293 0.0012746112332990825 0.0028547256679480881 0.0012179884321845682 0.012712181838705944 0.0044595105586164854
leaf_count=18 23 89 64 285 33 28 119 70 11 48 199 120 199 58 15 186 43 70 121 28 155 22 52 67 197 44 130 122 432 73
internal_value=0 -5.88887e-05 -2.83487e-05 -5.2028e-05 -2.38663e-05 -5.38578e-05 -0.000133519 -9.44855e-05 -5.56117e-05 -2.01803e-05 1.42719e-05 4.28134e-05 -2.77252e-06 -4.00712e-05 0.000422832 0.000599719 0.000200237 -2.61507e-06 8.29824e-05 -0.000391337 0.000125136 3.19044e-05 0.000105798 0.000166364 4.01387e-05 0.000130583 -0.000722717 0.000207604 0.000272929 0.000336462
internal_weight=0 0.0710185 0.0693049 0.0680858 0.066356 0.0648402 0.0555561 0.0537478 0.0518407 0.0503985 0.0488033 0.0477611 0.0451592 0.0436485 0.00928415 0.00781224 0.00425646 0.0423823 0.0347338 0.00764846 0.0337019 0.0288225 0.0270805 0.0259317 0.0221305 0.0207038 0.00535199 0.0194292 0.0182112 0.0171717
internal_count=3121 3098 3080 2991 2927 2894 2622 2503 2433 2148 2100 1901 1781 1770 272 257 71 1571 1355 216 1234 1164 1009 987 935 738 188 694 572 505
is_linear=0
shrinkage=0.00129368


Tree=874
num_leaves=21
num_cat=0
split_feature=1348 51 1 11 4 156 3 42 42 0 43 43 1 4 2 3 43 16 52 15
split_gain=0.000196817 0.000367414 0.000385714 0.000380287 0.00031226 0.000308284 0.000301915 0.000284219 0.00029442 0.000264564 0.000374773 0.000411985 0.000247427 0.000495255 0.00036655 0.000283636 0.000311255 0.000322804 0.000155044 9.0679e-05
threshold=0.084620000000000015 -0.40274499999999996 0.13436000000000001 0.089270000000000002 0.27834500000000006 0.091255000000000017 0.11296500000000002 0.091735000000000025 0.10705500000000003 -0.062294999999999996 -0.082389999999999977 0.093175000000000022 0.094385000000000011 0.053925000000000008 0.092875000000000013 -0.08824499999999999 -0.084004999999999982 -0.088159999999999988 -0.067494999999999986 -0.024814999999999997
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 7 -6 9 -9 12 -11 -12 14 18 15 -3 -17 -18 -14 -4
right_child=-2 2 19 -5 6 -7 -8 8 -10 10 11 -13 13 -15 -16 16 17 -19 -20 -21
leaf_value=-0.0019217326444943433 0.0014356867892818996 -0.0016911980375745508 0.0020672399334178177 -0.0020992790675094038 0.0022853850634343745 -0.0019825644367474499 -8.4094618136059331e-05 -0.0021760676451138736 0.00010742227932228495 0.0021009070512098566 -0.0011023337982996636 0.0014951338903117963 0.00044518780813726733 -0.00089028097569084942 -0.0022429774053325264 0.0018407073996872928 0.0006586604632285556 -0.0013651976823504737 0.002103406139951902 0.00067042304212893203
leaf_weight=0.0011709151166388035 0.0010342943271783858 0.0011705855293263553 0.001104538037871805 0.0010501983665651684 0.0012518031051227388 0.0010058983284793035 0.0012113795224735213 0.0013692780359133563 0.0012244603493127837 0.0016309624515553622 0.0015568884693451029 0.0012687774016022502 0.0011233381186386282 0.0018350641581079685 0.0012210993620431765 0.0010035003430834931 0.001927513125598683 0.0016961927943985981 0.001517623647927735 0.0010265938853564185
leaf_count=113 69 337 165 87 122 184 45 236 207 69 95 21 96 46 264 173 261 431 74 26
internal_value=0 -6.89622e-05 1.71413e-05 -0.000110113 -1.52197e-05 -0.000158253 0.00112009 -5.93021e-05 -0.00109807 0.000109603 0.000809419 6.39783e-05 -0.000161719 0.000459906 -0.000558137 -0.000203285 0.000173126 -0.000288672 0.00139808 0.00139438
internal_weight=0 0.0263666 0.0251957 0.0230646 0.0220144 0.0195512 0.00246318 0.0185453 0.00259374 0.0159515 0.00445663 0.00282567 0.0114949 0.00447603 0.00701889 0.00579779 0.00462721 0.00362371 0.00264096 0.00213113
internal_count=3121 3052 2939 2748 2661 2494 167 2310 443 1867 185 116 1682 216 1466 1202 865 692 170 191
is_linear=0
shrinkage=0.00338353


Tree=875
num_leaves=19
num_cat=0
split_feature=41 2 124 42 43 4 48 453 160 16 4 15 16 12 1 3 160 13
split_gain=0.000180752 0.000274132 0.000246151 0.000253878 0.000319013 0.000267843 0.000355882 0.000215775 0.000235938 0.000540375 0.000375896 0.000254239 0.000239556 0.000260976 0.000134865 0.000286018 0.000110145 0.000113235
threshold=0.078475000000000017 -0.0091949999999999983 0.0049200000000000008 -0.0060199999999999993 -0.12152999999999999 -0.27825499999999997 0.091545000000000015 1.0000000180025095e-35 -1.0000000180025095e-35 -0.008904999999999998 0.24564500000000003 -0.095869999999999983 0.071345000000000006 0.090995000000000006 1.0000000180025095e-35 -0.087784999999999988 0.099315000000000014 -0.086919999999999983
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 14 -5 6 -6 8 9 -7 11 -10 13 16 -3 -16 17 -13
right_child=-2 2 -4 4 5 7 -8 -9 10 -11 -12 12 -14 -15 15 -17 -18 -19
leaf_value=0.0018546384193437822 -0.0012101057246830227 -0.0021350421696592439 0.0015744203143948589 0.0015221712477736114 -0.0021440412330670086 -0.0022911033337179596 0.00055195361696786156 -0.0014671554887591841 -0.0011196872595939684 0.00080031557894596746 0.0020860105533237238 0.00075863117399125224 -0.00072952326481912381 -0.00081372006447616636 0.00089868359578536684 -0.0018085785463066767 0.00033778953951563699 0.002236538929586153
leaf_weight=0.0011418046227404935 0.0016500367554357345 0.0011010538033413555 0.0012811363033495829 0.0018664108507113744 0.0018269431438904206 0.0014941662544835088 0.0010915522564403091 0.0011269338532300397 0.0016758342852418702 0.0016721716328733658 0.0017483502391355552 0.0011704287641443028 0.0016753336560437759 0.0010119989229924187 0.0010307203932797826 0.0011547070849093899 0.0012017157844566029 0.0018946286643584187
leaf_count=158 148 575 56 71 157 425 46 71 74 235 135 185 171 223 92 119 70 110
internal_value=0 6.62038e-05 -1.8796e-05 -0.000108544 5.36726e-05 -0.000102144 -0.00113571 0.000103454 0.000234132 -0.000658497 0.000506466 0.000186464 0.000501227 0.000891832 -0.00106889 -0.000531744 0.00129636 0.00167218
internal_weight=0 0.0251659 0.0240241 0.0227429 0.0194565 0.0175901 0.0029185 0.0146716 0.0135446 0.00316634 0.0103783 0.00862994 0.00695411 0.00527877 0.00328648 0.00218543 0.00426677 0.00306506
internal_count=3121 2973 2815 2759 1973 1902 203 1699 1628 660 968 833 759 588 786 211 365 295
is_linear=0
shrinkage=0.0037357


Tree=876
num_leaves=20
num_cat=0
split_feature=147 484 1374 457 1 16 42 15 3 4 47 49 15 49 0 4 12 16 16
split_gain=0.000174823 0.000281104 0.000209709 0.00023711 0.000223691 0.000278681 0.000232771 0.00030795 0.000251525 0.000308887 0.000306639 0.000274683 0.000363192 0.000350403 0.000256321 0.000269657 0.000245532 0.000146526 0.00010042
threshold=0.08955500000000001 -0.0068949999999999992 -0.094929999999999987 0.088350000000000026 0.13146500000000003 0.51524500000000006 0.091545000000000015 0.091650000000000023 -0.10115999999999999 0.053925000000000008 0.092530000000000015 0.082865000000000008 -0.094549999999999981 -0.006494999999999999 -0.10096999999999999 -0.083854999999999985 0.080890000000000017 0.15273500000000004 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 4 6 -6 7 8 9 18 11 12 -10 -14 -15 17 -8 -16 -4
right_child=-2 2 3 -5 5 -7 16 -9 10 -11 -12 -13 13 14 15 -17 -18 -19 -20
leaf_value=-0.0017617779182435341 0.0013154742592125491 -0.0017344310231229346 -0.00069809520187838882 0.0018025630766585695 0.0022967137473963997 -0.00035026902325092381 0.00022194070394628473 -0.0019683846061295221 0.0018908587246509276 0.002602780777148869 -0.0016177963053385564 -0.0017294320131083626 -0.001735098294203182 0.0021733713150972867 0.0018613679153656362 -0.0015292654165487078 -0.0021274584364661545 -0.0001514433825665723 0.00094493717195004467
leaf_weight=0.0014872409949886469 0.0014720244951362807 0.0010288157880005136 0.001042449385870719 0.001210433878348737 0.001389269315047236 0.0011364407798986065 0.0011698410773295356 0.0011160135463518231 0.0020081952708164118 0.0013422993658736004 0.0017775459485331888 0.0010463063713885843 0.0014751922618900818 0.001081351487840717 0.0010495603961350151 0.001231405199932826 0.0017373282206789575 0.0012398424875783576 0.0013311189726223915
leaf_count=493 118 51 100 53 166 26 63 198 68 47 129 273 166 37 231 345 415 42 100
internal_value=0 -9.05256e-05 1.56339e-05 9.60684e-05 -1.48437e-06 0.00110571 -0.00015144 3.88999e-05 0.00019207 0.00108287 -0.000111347 0.000181889 0.000429222 -5.376e-05 0.000485182 -3.33143e-05 -0.00118206 0.000771316 0.000223332
internal_weight=0 0.0249007 0.0234134 0.0223846 0.0211742 0.00252571 0.0186484 0.0157413 0.0146253 0.00371587 0.0109094 0.00913185 0.00808555 0.00607735 0.00460216 0.00352081 0.00290717 0.0022894 0.00237357
internal_count=3121 3003 2510 2459 2406 192 2214 1736 1538 247 1291 1162 889 821 655 618 478 273 200
is_linear=0
shrinkage=0.00396435


Tree=877
num_leaves=21
num_cat=0
split_feature=1213 44 124 40 48 1 0 0 52 3 3 2 15 12 1 0 15 43 52 40
split_gain=0.000181783 0.000184757 0.000233128 0.000234651 0.000321169 0.000373777 0.000235596 0.000244214 0.000225764 0.000222803 0.000307779 0.000550215 0.000356401 0.000230645 0.000159482 0.000334047 0.000130346 0.000111029 9.42599e-05 3.49412e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.043384999999999993 -0.063404999999999989 0.12649500000000002 0.104035 -0.17169499999999996 -0.036484999999999997 -0.12005499999999998 0.090900000000000009 -0.12018999999999998 0.091545000000000015 0.088345000000000021 0.084100000000000022 0.11323000000000001 -0.10324499999999999 -0.024814999999999997 -0.035139999999999991 -0.0041199999999999995 -0.081029999999999977
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 8 -7 14 -5 10 17 12 13 16 -8 -16 -12 -10 -11 -2
right_child=1 -3 3 4 -6 6 7 -9 9 18 11 -13 -14 -15 15 -17 -18 -19 -20 -21
leaf_value=-0.0014723127907782447 0.00080757846756277494 -0.0013875076397970379 -0.0013317182505334861 -0.0017059183684916947 -0.001653461655079128 0.0020625246190312759 -0.00090802668752124147 0.0019109282208769438 0.0015301095496204347 0.0015728282588313015 -0.00098879634834376107 -0.0028702909012376229 0.0014449872553763264 -0.0020406748587993989 0.0018242243933475916 -0.0007047047776035033 0.00081784634311438717 4.8807434614500871e-05 0.00015792616235444517 0.0017514161083982815
leaf_weight=0.0010512428643143492 0.0010008216242534118 0.0010986472463514465 0.0015596815236449393 0.0010996279157919836 0.001244041030223463 0.0016782899095915127 0.0013639309960353785 0.001243939540813698 0.0012284736915013639 0.0013807002465853202 0.0010045979478547906 0.0012305065502312695 0.0012767632383781091 0.001204505787721355 0.0013895676405653035 0.0013066040954887725 0.0010561695771225225 0.0013910814339101983 0.0010833407094139611 0.0010221670511239003
leaf_count=491 100 60 103 331 55 58 69 113 56 40 50 350 251 488 66 105 88 66 37 144
internal_value=0 5.20496e-05 0.0001186 1.01203e-05 0.000113818 0.00022991 0.000889992 0.000518983 -0.000155587 1.44789e-06 -0.000277282 -0.0007405 -0.000163507 -0.000792449 9.25167e-05 0.000598668 -6.2869e-05 0.000743483 0.000950752 0.00128448
internal_weight=0 0.0248635 0.0237648 0.0217418 0.0201821 0.0189381 0.00698233 0.00530404 0.0119558 0.0108561 0.0083921 0.00577254 0.00454204 0.00326527 0.0040601 0.00269617 0.00206077 0.00261956 0.00246404 0.00202299
internal_count=3121 2630 2570 2326 2223 2168 411 353 1757 1426 1349 1227 877 626 240 171 138 122 77 244
is_linear=0
shrinkage=0.00359063


Tree=878
num_leaves=31
num_cat=0
split_feature=39 9 42 156 15 1348 14 1374 401 11 13 403 13 376 132 43 159 3 0 15 48 133 160 47 51 2 4 1 13 3
split_gain=0.00150296 0.00149857 0.00117151 0.0011488 0.00122381 0.00127307 0.00118199 0.000910574 0.000904254 0.00095431 0.0010102 0.00153895 0.000993714 0.000990485 0.00112918 0.00117755 0.00112297 0.00132516 0.00114689 0.00123422 0.00113239 0.000896039 0.000817056 0.000965863 0.000786992 0.000769204 0.00132244 0.000665252 0.00122352 0.000730778
threshold=0.16946000000000003 -0.036024999999999995 -0.26584999999999998 -1.0000000180025095e-35 -0.24436499999999997 0.093335000000000015 0.076175000000000007 0.10637000000000001 0.10076500000000001 0.087830000000000005 -0.091054999999999983 -0.088999999999999982 -0.53104499999999988 0.048375000000000008 0.080640000000000017 0.097930000000000017 0.092820000000000014 -0.12018999999999998 -0.10607499999999999 -0.11713499999999999 0.086260000000000017 -0.17773999999999998 -1.0000000180025095e-35 0.13082500000000002 0.11144500000000002 0.090175000000000019 -0.0019149999999999998 0.08844500000000001 -0.47860499999999995 -0.10831999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 24 6 7 8 9 10 12 -12 -6 14 15 16 17 -13 19 -19 -21 -14 -20 25 -5 26 -24 28 -23 -30
right_child=-2 2 3 4 5 -7 -8 -9 -10 -11 11 13 21 -15 -16 -17 -18 18 22 20 -22 27 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0013464276120809771 0.0013465508433548627 -0.0013462393653532649 -0.0013460050039025948 0.00081328028285249652 -0.00051991502744511934 0.0013106911803090579 -0.0012298838829365656 -0.0013217102729312432 -0.0013169894361573136 -0.00099505841926422018 -0.0013460937639521006 0.00067342403928639645 -0.00069097847347854172 0.00085669355473876919 0.00069209850341316243 -0.0013461839721251988 -0.0013127921887833047 -0.0010320427147105841 -0.0013460570768734092 0.00070741477676095369 -0.00019683808114683165 0.0011277525245424747 0.00027825134358403262 0.00066261792132043011 -0.0004238965469077598 -0.0013456667591955588 -0.0011681301111416576 0.0010542551485553775 0.00066541521130928575 -0.00059896974319635697
leaf_weight=0.0013358440696933363 0.0013982639614482642 0.0013253225348393008 0.0012464761327084508 0.0044728291410720536 0.0021397571881038866 0.0011303591118121395 0.0017213982076285097 0.0010749701756793675 0.0010314135118312242 0.0018382500358313783 0.0017769514224612584 0.0037049634629795344 0.001056320969006209 0.0020045875213128275 0.0028193954236410681 0.0015387114301326213 0.0013892433041213783 0.0015455110299171801 0.0018426909013116175 0.0050708572525763745 0.0049655562932002795 0.0021689065106329525 0.0028990714787022623 0.0014015416173585038 0.0011764402640892513 0.0017052720985368808 0.0018928288233546605 0.0037822244752305778 0.0012829392117055267 0.002335727605085932
leaf_count=89 23 18 163 180 17 25 90 23 144 71 345 56 41 52 133 144 160 34 390 67 39 10 318 12 17 180 60 97 15 108
internal_value=0 -6.41073e-05 -9.43325e-05 -6.71396e-05 -4.04689e-05 -0.000102694 -0.000132844 -9.60094e-05 -6.97588e-05 -4.35916e-05 -6.63218e-06 -0.000126155 0.000316914 -6.0024e-05 -0.000119735 -0.000201609 -0.000134942 -6.95629e-05 -0.000198658 8.76154e-05 0.000260032 0.000485425 -0.00053902 -0.000350746 0.000555643 -0.000569344 -0.000293078 0.000615277 0.000328401 -0.000150703
internal_weight=0 0.0636764 0.0623405 0.0610152 0.0597687 0.0541194 0.0529891 0.0512677 0.0501927 0.0491613 0.0473231 0.0345572 0.0127659 0.0327802 0.0307756 0.0279562 0.0264175 0.0250283 0.0213233 0.0115819 0.0100364 0.0106261 0.0097414 0.00789871 0.00564927 0.00649717 0.0047919 0.0095698 0.00578757 0.00361867
internal_count=3121 3098 3009 2991 2828 2631 2606 2516 2493 2349 2278 1990 288 1645 1593 1460 1316 1156 1100 140 106 271 960 570 197 558 378 230 133 123
is_linear=0
shrinkage=0.00134594


Tree=879
num_leaves=21
num_cat=0
split_feature=128 124 13 40 1 42 3 43 1 52 159 4 3 2 2 49 1 15 12 123
split_gain=0.000176631 0.000191639 0.000214051 0.000283205 0.000293838 0.000520128 0.000251513 0.000221118 0.00021167 0.000158882 0.000230053 0.000184858 0.000280017 0.000677901 0.000314544 0.000418809 0.000260431 0.000200529 0.00013704 9.40199e-05
threshold=0.086435000000000012 -0.043384999999999993 -0.47860499999999995 -0.063404999999999989 0.122185 0.091735000000000025 -0.15447499999999995 -0.11008499999999999 0.13265500000000002 0.11434500000000002 0.091530000000000014 -0.083854999999999985 -0.078934999999999991 0.088930000000000023 0.11263500000000001 -0.069799999999999987 0.094825000000000007 -0.008624999999999999 0.085885000000000017 0.085110000000000005
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 -4 5 6 -5 -7 -6 10 11 18 13 -13 15 -14 17 -17 -8 -1
right_child=-2 2 3 4 8 7 9 -9 -10 -11 -12 12 14 -15 -16 16 -18 -19 -20 -21
leaf_value=0.00040660261171404264 -0.0015942084027041744 0.0014031995962606896 -0.0021466571828691328 0.0015575533248687833 0.0024051439491302 -0.00086103341463255104 0.00011974689130625068 -0.0034999149286534807 0.00021549756193958543 -0.001649355367421582 -0.0018457582397234337 -0.0037803596741235431 -0.0011257591721308463 0.00093621082477290507 -0.0014022551067988218 -0.00073532259392958558 0.0027907136179740224 0.0017905242188401324 0.0022094186385339166 0.0021378084318919989
leaf_weight=0.0011056396360977763 0.001146621094787025 0.0016023528607664829 0.00115442578099234 0.0016078700682822184 0.0012818907189711118 0.001106783214652296 0.0010007498130403221 0.0010551279609098954 0.0018135260789096108 0.0011302062933660215 0.0010800609115702029 0.0010445085881956011 0.0014203521021372012 0.0010291732921934305 0.0014423823620957066 0.001030588855917447 0.0015598656784234777 0.0011112349310664783 0.0011443461856375237 0.0010315793519248828
leaf_count=110 207 62 93 164 45 40 124 467 97 249 159 503 43 208 60 83 38 62 170 137
internal_value=0 6.16694e-05 -4.98948e-05 -0.0001607 -4.52527e-05 -0.000260844 1.8713e-05 -0.00214895 0.00112229 -0.00017171 -3.09355e-05 0.00015084 -0.000118271 -0.00143951 0.000299105 0.000778213 0.00150877 0.000575154 0.00123453 0.00124221
internal_weight=0 0.0247527 0.0226154 0.0210131 0.0198587 0.0167633 0.0146013 0.00216191 0.00309542 0.0129935 0.0118633 0.0107832 0.00863811 0.00207368 0.00656442 0.00512204 0.00370169 0.00214182 0.0021451 0.00213722
internal_count=3121 2914 2667 2605 2512 2370 1863 507 142 1699 1450 1291 997 711 286 226 183 145 294 247
is_linear=0
shrinkage=0.00412451


Tree=880
num_leaves=20
num_cat=0
split_feature=150 484 151 3 41 15 16 48 484 16 52 4 15 15 42 13 15 15 1
split_gain=0.000183523 0.000292219 0.000263903 0.000284759 0.000241952 0.000233754 0.000295475 0.000287527 0.000292008 0.000216485 0.000253145 0.000455384 0.000315355 0.000426312 0.000528568 0.000248445 0.00020731 0.000183535 0.000151569
threshold=0.081835000000000019 -0.0068949999999999992 -0.055494999999999996 0.090900000000000009 0.078475000000000017 -0.24436499999999997 -0.36241499999999999 0.092680000000000026 0.085515000000000022 -0.25582999999999995 0.096795000000000006 -0.27825499999999997 -0.016799999999999995 0.024640000000000006 0.081660000000000024 -0.084319999999999992 -0.036009999999999993 -0.10091499999999999 0.093205000000000024
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 18 -4 5 -3 16 8 9 -8 11 -11 17 -14 -15 -12 -7 -13 -2
right_child=2 4 3 -5 -6 6 7 -9 -10 10 15 12 13 14 -16 -17 -18 -19 -20
leaf_value=-0.0019374239284093799 0.00067407132928730613 0.0014224430514175942 -0.0016065123433658365 0.00076469778674532758 -0.0015996148682804478 -0.0024653504793860238 0.001095400226197088 0.0015165208416538568 0.0013978380919164011 -0.0029413601893235907 -0.00082858055026226976 -0.00024587148093890349 0.0019640132027979604 -0.0023122386114017954 0.0010115858824141827 0.0014330631180586818 -0.0002254011349873064 -0.0022052791784147137 0.0025567387526565684
leaf_weight=0.0011277361969475033 0.001215213094481804 0.0014657780383622266 0.001049686863373144 0.0017275800218783388 0.0012272178533851976 0.0010430377522965273 0.0013171959847095823 0.0016600589114095241 0.0015336524694737905 0.0010855148890769311 0.0010576068422107898 0.0010500753926365736 0.0012395953479922422 0.0012092768246649843 0.001259053477749017 0.0015352519142398102 0.0010887605212062069 0.0014920879673822034 0.0010091673703751525
leaf_count=475 107 191 107 49 109 63 24 160 173 107 66 74 71 406 269 242 52 219 157
internal_value=0 -0.000160914 0.000606612 -0.000131517 -5.69161e-05 4.80478e-05 -7.35223e-05 0.000110705 -7.19134e-05 -0.000272354 -0.000453812 -0.00079468 -0.000421845 0.000245983 -0.000616812 0.000510556 -0.00132135 -0.00139592 0.00152821
internal_weight=0 0.0203919 0.00500165 0.00277727 0.0192642 0.0180369 0.0165712 0.0144394 0.0127793 0.0112457 0.00992846 0.0073356 0.00625009 0.00370793 0.00246833 0.00259286 0.0021318 0.00254216 0.00222438
internal_count=3121 2701 420 156 2226 2117 1926 1811 1651 1478 1454 1146 1039 746 675 308 115 293 264
is_linear=0
shrinkage=0.00359063


Tree=881
num_leaves=31
num_cat=0
split_feature=31 39 42 1 151 50 43 159 13 1 16 3 3 43 11 4 51 0 39 49 3 2 43 457 13 4 0 3 52 160
split_gain=0.00135613 0.00128049 0.00116063 0.00109921 0.00130841 0.00104561 0.000949026 0.000871546 0.000861153 0.00116 0.00086413 0.000853926 0.00131934 0.000865348 0.00110236 0.000818824 0.000985118 0.000786319 0.000931603 0.000750056 0.001438 0.000841593 0.00072244 0.000712874 0.000987993 0.000693709 0.000625875 0.00057991 0.000702533 0.000571154
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 0.104035 -0.40381499999999992 0.10124500000000002 0.26746000000000009 0.091530000000000014 -0.073839999999999975 0.10612500000000001 -0.42170999999999997 -0.12018999999999998 0.090900000000000009 0.097930000000000017 0.081365000000000007 -0.0024449999999999997 -1.0000000180025095e-35 -0.082974999999999979 0.08568000000000002 0.13984500000000002 0.11924500000000002 0.11144000000000001 -0.088004999999999986 0.082380000000000009 -0.42195999999999995 0.40124500000000002 -0.10096999999999999 -0.10519499999999998 -0.07278999999999998 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 -2 5 -5 7 8 11 10 -10 25 13 15 14 -4 16 -13 -18 22 20 21 27 -19 24 -14 -6 29 -11 -29 -17
right_child=1 -3 3 4 6 -7 -8 -9 9 19 -12 12 23 -15 -16 26 17 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0013463279290880281 -0.0013462538729330611 0.0013464361828280154 0.00074567657403795987 -0.0012309293476959549 -0.00074964401245089323 -0.0013460284497707007 -0.0010075338566653911 -0.00091223101587488713 0.0011564470930971269 0.00048173666727143138 0.0011229856536121325 -0.0011957168281654335 0.00047482648204735892 -0.00075547781875142425 -0.00074131528320756698 -0.00013787535911758352 0.00040464526096782268 -0.00024282488726808565 0.00063898819115569192 0.00080409073942312292 -0.00084250432326576333 0.00090188531931640855 -0.0013461908004151263 0.00078534680155025458 -0.00065529992727971669 0.0007302650942731994 -0.0013460485395444242 0.0002283583578204836 -0.00092846709665396477 -0.0011386105475711412
leaf_weight=0.0012770416211402838 0.0012844982163144883 0.0011611316353139492 0.0053744896631542317 0.0011416908316732579 0.0010177180691357535 0.0013753795934974269 0.0010434000628549702 0.0025394336349595639 0.0017817100331001265 0.0021655930397912471 0.0038461437974746096 0.0015402770874448643 0.0030581414166590548 0.0011848827077614033 0.0010855671745417794 0.0029629197695726361 0.0042157145964578594 0.0030198547101427664 0.0013344579411409541 0.0018229681377306415 0.0035257714968963691 0.0021805700682477891 0.0016692387271932656 0.0028230380245304332 0.0025867096769616182 0.0013154814115239333 0.002318501759600365 0.0017791005108165354 0.0020431781285310518 0.0015862963359012383
leaf_count=86 18 21 85 17 19 291 18 194 36 42 161 209 18 19 58 85 460 143 21 24 39 81 427 29 51 62 266 56 43 42
internal_value=0 -5.42693e-05 -7.98325e-05 -5.37375e-05 0.000174752 -0.000193539 0.00024601 -0.000151043 0.000306907 0.000135626 0.000730966 -9.54332e-05 -0.000207448 0.000301864 0.000495798 -0.000407517 -0.000192161 -4.11981e-05 -0.000353231 1.07068e-06 -0.000124109 0.000185974 -0.000635605 0.000233125 -4.30453e-05 8.47437e-05 -0.000776896 -7.47353e-05 -0.000390016 -0.000486828
internal_weight=0 0.0647839 0.0636227 0.0623382 0.0236633 0.0386749 0.0225216 0.0372995 0.0214782 0.0152989 0.00617934 0.0347601 0.0271152 0.00764494 0.00646006 0.0186473 0.0117795 0.0102393 0.00602355 0.0135172 0.0116942 0.00816844 0.00468909 0.00846789 0.00564485 0.0023332 0.00686772 0.00598787 0.00382228 0.00454922
internal_count=3121 3035 3014 2996 598 2398 581 2107 563 321 242 1913 1751 162 143 1653 1260 1051 591 285 261 222 570 98 69 81 393 141 99 127
is_linear=0
shrinkage=0.00134594


Tree=882
num_leaves=31
num_cat=0
split_feature=31 39 42 376 453 4 150 160 158 41 42 1 15 1373 156 3 133 1375 2 4 13 16 14 48 15 0 4 403 0 4
split_gain=0.00172999 0.00161259 0.00135997 0.00136769 0.00120128 0.00152402 0.00172196 0.00190407 0.00126618 0.00110487 0.00120628 0.00145023 0.00133522 0.0014434 0.00125787 0.00125972 0.00143943 0.00139014 0.00129582 0.00144009 0.00127738 0.00107124 0.00099138 0.00105035 0.00098249 0.00134372 0.00120345 0.000952655 0.00101489 0.000920529
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 0.088470000000000007 0.10218000000000001 0.27287000000000006 -0.097839999999999996 -0.091944999999999985 0.094245000000000009 0.078475000000000017 -0.0060199999999999993 1.0000000180025095e-35 -0.098289999999999975 0.099250000000000019 0.091255000000000017 0.092670000000000016 0.09389500000000002 -0.088929999999999981 0.11411 0.0049200000000000008 -0.13710499999999998 -0.13088499999999997 -0.46885499999999997 0.11926500000000002 -0.094549999999999981 -0.060129999999999996 0.033845000000000007 0.03138500000000001 -0.10324499999999999 -0.49013999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4 -8 9 10 11 -9 21 14 15 16 17 -14 -17 -20 -19 -12 -7 -24 -22 26 -26 28 -13 -27
right_child=1 -3 3 -5 -6 22 7 8 -10 -11 12 27 13 -15 -16 18 -18 20 19 -21 24 -23 23 -25 25 29 -28 -29 -30 -31
leaf_value=0.0012688257743675726 -0.001268622386418614 0.0012688750928020601 0.00090337627635784633 0.00086231742975424893 -0.0011782937257626348 -0.00032698645477376918 -0.0009959441898847207 -0.0012685194860810507 -0.0012123795622953763 -0.0011127132738805341 -3.46489173838466e-05 0.00032101256481206861 -0.0012366336896915697 -0.0012686175465261966 -0.00070669952028868494 0.00095164669146080496 -0.0010379462722582312 -0.00099626497023922117 0.00078606244709503051 -0.00083227046935386607 0.0012164813429569278 -0.0011977545802198473 0.00080793119402632486 -0.0005574132632933101 -0.00036759958590613901 -0.00010573851590936453 0.00059327191527551763 0.0006771368691891157 -0.0011649426647855148 0.00099301425795751425
leaf_weight=0.0016042451715989605 0.0015375244879294305 0.0014357746926378914 0.0023977001429322789 0.0024803310621450683 0.0016119285223510351 0.0023570763063389677 0.0043904661158533633 0.0026873320861566788 0.0016680590474864579 0.0016392620614169564 0.0027524760382675595 0.001302391406902359 0.0010829912509109354 0.0011645344339115118 0.0024582832431985216 0.0063729842373447809 0.001751949672840424 0.0012537980534261762 0.0018085850237525847 0.0017311700688651399 0.0018003873842182784 0.0023710857160281753 0.0064467336272713283 0.0010546397656980844 0.0066710274373740063 0.0016905626101646476 0.0030578839354973297 0.0016467018600252459 0.0017103149221178171 0.0044689192592528787
leaf_count=86 18 21 34 49 16 35 387 504 141 75 27 20 38 18 165 65 239 13 30 10 20 88 221 19 484 39 41 27 119 72
internal_value=0 -6.23054e-05 -8.83562e-05 -6.30924e-05 -9.61904e-05 -7.04399e-05 -0.000148955 -0.000194433 -0.000125555 -8.88736e-05 -5.37497e-05 -0.000526523 3.21462e-05 0.000119934 0.000167286 0.000235083 6.44776e-05 0.000160924 0.000609891 -5.40742e-06 0.000240825 -0.000572912 0.000390519 0.000615973 0.000328512 0.000227892 -6.55891e-05 -9.85731e-05 -0.000522565 0.000691445
internal_weight=0 0.0748029 0.0733671 0.0718296 0.0693492 0.0677373 0.0578789 0.0554812 0.0510907 0.0494226 0.0477834 0.00734674 0.0404366 0.0353131 0.0341485 0.0316903 0.0217775 0.0200256 0.00991274 0.00353976 0.0189426 0.00512356 0.00985845 0.00750137 0.0176888 0.0158884 0.00972891 0.00465941 0.00301271 0.00615948
internal_count=3121 3035 3014 2996 2947 2931 2656 2622 2235 2094 2019 670 1349 1234 1216 1051 946 707 105 40 669 115 275 240 656 636 525 166 139 111
is_linear=0
shrinkage=0.00126831


Tree=883
num_leaves=31
num_cat=0
split_feature=39 42 151 156 4 150 160 9 13 133 403 13 1348 131 52 52 48 16 49 3 0 0 16 1 52 16 50 12 4 3
split_gain=0.0016109 0.00124348 0.00117818 0.00118482 0.00113878 0.00132178 0.00148389 0.00108026 0.00106985 0.00142226 0.00113244 0.00109567 0.00093894 0.000986331 0.00161436 0.00101793 0.00129927 0.000932987 0.000932856 0.000866381 0.000861577 0.000843789 0.000775084 0.00108637 0.000695377 0.000674567 0.000555336 0.000501926 0.000865174 0.000840353
threshold=0.16946000000000003 -0.26584999999999998 -0.5225749999999999 -1.0000000180025095e-35 0.27287000000000006 -0.22665999999999997 -0.091944999999999985 -0.036024999999999995 -0.084034999999999985 -0.0061299999999999992 -0.088999999999999982 -0.53104499999999988 0.084895000000000012 0.10033500000000002 -0.12005499999999998 -0.081429999999999989 0.095425000000000024 0.38525000000000004 -0.10774499999999999 -0.081644999999999981 -0.23091999999999999 -0.084269999999999984 -0.54165499999999989 0.111945 -0.085984999999999992 -0.073404999999999984 0.11815500000000002 0.09857500000000001 -0.0024449999999999997 -0.012304999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -7 -8 9 21 -10 -11 13 14 -12 19 17 20 -13 -16 -17 -9 -6 -24 -21 -18 -25 28 29 -22
right_child=-2 2 3 4 22 6 7 8 10 11 12 18 -14 -15 15 16 25 -19 -20 24 27 -23 23 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.0014572386061699916 0.0014575304510464923 -0.0013697422723261659 -0.0014569698980587071 0.0012032212440379821 0.0014571337942142057 -0.00097457846577983813 0.0014572898907649443 -0.0011505893456632949 -0.001457025239990506 -0.00050061680062283859 -0.0012601966900693789 -0.00032762679084156283 0.001147334943787757 0.00089381347362859644 0.0012387797573371886 0.00056886255385358848 0.00092814944783017796 0.0006922825210740382 0.00087468839510993705 -0.00051208724944990609 -0.00087948141683230608 0.0003098021797352347 -0.00037225637837819781 0.0010752615566250857 0.00087225205669174094 -0.00027800039158183584 -0.00016526311340673698 -0.00015004241200463348 -0.0014422139644940976 0.0004642292220230772
leaf_weight=0.0013423201729381154 0.001500047023725414 0.001383961911592734 0.001179322892628675 0.0016910069379605366 0.0015038434648317889 0.0038579441311803455 0.0010081427365804521 0.0021217248899354502 0.0015102561219260116 0.0020091709588712101 0.0031594154860345959 0.0016372907716686322 0.0011161291803603026 0.001601465575359561 0.0017928862001230783 0.0011197829054481094 0.0023004479285475554 0.0012064278935319814 0.0083814982432715013 0.0021495038244339071 0.0038189998902247082 0.0013898221151862353 0.0029464877865876815 0.0032207339266925317 0.0012002197091973655 0.0017200735596905039 0.0010049419843198848 0.002217820240090874 0.0038888347839023656 0.0013325897891718341
leaf_count=18 23 47 163 15 57 366 44 147 309 15 259 34 29 83 44 12 21 25 316 59 383 61 49 210 31 38 12 119 106 26
internal_value=0 -6.96052e-05 -4.02586e-05 -1.06234e-05 1.73815e-05 -6.3809e-05 -0.000106202 -3.44374e-05 -6.73634e-05 0.000243141 -0.00022748 0.000481291 -0.000162608 -0.000215758 -0.000284347 -0.000148811 -0.000315379 -0.000530696 0.000678204 0.000421411 -0.000649894 -0.000572586 0.000506166 0.00030677 -1.60728e-05 0.00041213 0.000780242 -0.000771116 -0.000923479 -0.000531896
internal_weight=0 0.0648131 0.0634707 0.0620868 0.0609075 0.0522315 0.0505404 0.0466825 0.0456744 0.0155395 0.0301349 0.012028 0.0286246 0.0275085 0.025907 0.0227476 0.017605 0.0135845 0.0100188 0.00514261 0.012378 0.00351155 0.00867601 0.00717216 0.00334972 0.00402052 0.00422568 0.0112582 0.00904042 0.00515159
internal_count=3121 3098 3080 3033 2870 2542 2527 2161 2117 573 1544 365 1235 1206 1123 864 730 671 350 134 646 208 328 271 90 59 222 634 515 409
is_linear=0
shrinkage=0.00145689


Tree=884
num_leaves=31
num_cat=0
split_feature=39 42 156 453 1348 9 4 51 14 1213 11 1374 1456 133 0 0 50 133 1 1374 0 3 3 4 16 43 13 133 47 15
split_gain=0.0019152 0.0015953 0.00165509 0.00160428 0.00151287 0.00141621 0.00132935 0.00152184 0.00141134 0.00138815 0.00128821 0.00101516 0.00101698 0.00106148 0.00107859 0.00202106 0.00154449 0.00156157 0.00141499 0.00141788 0.00137892 0.00126923 0.00121856 0.00134118 0.00112788 0.00123342 0.00198735 0.00108827 0.00108341 0.000713027
threshold=0.16946000000000003 -0.26584999999999998 -1.0000000180025095e-35 0.10218000000000001 0.090205000000000021 -0.036024999999999995 0.40473500000000007 0.13705500000000001 0.076175000000000007 -0.082704999999999987 0.081790000000000015 0.10637000000000001 -1.0000000180025095e-35 -0.25159999999999993 -0.10607499999999999 -0.062294999999999996 0.10030500000000002 0.083950000000000011 1.0000000180025095e-35 -0.094929999999999987 -0.053834999999999994 0.11296500000000002 -0.08824499999999999 -0.083644999999999983 0.064860000000000015 -0.52440999999999993 -0.073839999999999975 0.091580000000000009 0.088195000000000009 -0.14147499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 8 29 9 -7 11 12 -11 -14 18 16 17 -16 21 -20 -17 -15 -19 -24 -22 -26 -27 -25 -21 -8
right_child=-2 2 3 -5 -6 6 7 -9 -10 10 -12 -13 13 14 15 20 -18 22 19 28 24 -23 23 27 25 26 -28 -29 -30 -31
leaf_value=-0.0012687237774173072 0.0012689897758949471 -0.0012684122378481468 0.0012687411551453199 -0.0011559927206543034 0.0012300919886461354 -0.0012684091564351082 0.00084358561623738251 -0.00084533257671620817 -0.0011100609290491548 -0.00081440640309216527 -0.00099928191977093073 -0.0012335650333616024 -0.00094625642545829081 -0.0012684116351523577 -0.0010280293603002833 0.0011708172917210731 0.00051061076138272596 -0.0012683838680442971 -0.00040095591048047409 0.0008697227803115147 0.00066714448824303058 0.00046867326970575227 0.0012542119903946401 0.00039239052783167957 0.00091592947242180416 0.0003099824631089153 -0.00092717579548395239 -0.0012684100228217909 9.5828837376836103e-05 -0.00020734990520861725
leaf_weight=0.0016894876815598528 0.0018129327151967791 0.0016766644818622103 0.0014039928746214505 0.0018625485301413383 0.0016679094151896825 0.001461922186606123 0.0061417511768055988 0.00125375227389668 0.0020867836041986712 0.0021257668837861834 0.0020666277265490854 0.0010179609944742643 0.0015684005838414441 0.0015218343529283971 0.0061207122496042994 0.0023158322903782383 0.0024758217799600865 0.001087715257440891 0.002456776324152087 0.0099483419074886115 0.0041831586655689751 0.0012183024155092426 0.0013864740750264559 0.0015494414424512826 0.0015631175701855691 0.0041573124199203457 0.0041976890387758195 0.0010750310786491468 0.0041129674386866108 0.0012498302522772065
leaf_count=18 23 163 89 18 35 288 185 8 90 205 86 20 151 61 557 31 156 89 18 137 99 5 27 141 6 20 106 223 29 37
internal_value=0 -4.99313e-05 -2.24595e-05 6.04911e-06 3.63558e-05 7.80927e-06 -1.80943e-05 0.000446727 -8.54088e-05 -4.8294e-05 -1.65266e-05 2.10268e-05 4.50941e-05 8.09625e-05 0.000113595 -3.63241e-05 -0.00039608 -0.000596163 0.00034801 0.000488034 0.000263785 -0.00049608 -7.77267e-05 0.000245164 0.000114825 -0.000118127 -0.000311586 -0.000287903 0.000643357 0.000665885
internal_weight=0 0.0766439 0.0749544 0.0732778 0.0714152 0.0697473 0.0683433 0.00864533 0.059698 0.0576112 0.0561493 0.0540827 0.0530647 0.0509389 0.0493705 0.0301123 0.0136952 0.0112194 0.0192582 0.0165181 0.0164171 0.00274014 0.00509866 0.00401095 0.0141013 0.00991812 0.008355 0.00262447 0.0140613 0.00739158
internal_count=3121 3098 3080 2917 2899 2864 2775 230 2545 2455 2167 2081 2061 1856 1705 1455 1193 1037 250 184 262 66 480 391 231 132 126 364 166 222
is_linear=0
shrinkage=0.00126831


Tree=885
num_leaves=31
num_cat=0
split_feature=39 42 9 3 151 49 133 474 4 457 484 13 13 160 43 0 403 131 1 16 133 50 43 130 457 1 12 1213 0 456
split_gain=0.00226303 0.00169121 0.00160032 0.00149414 0.00157424 0.00178445 0.00157772 0.00151814 0.00225574 0.00164733 0.00146413 0.00140305 0.00213284 0.0019745 0.00159237 0.00192502 0.00154426 0.00159033 0.00140714 0.00138463 0.00122524 0.00118909 0.00116191 0.00128933 0.00113794 0.00136062 0.00135045 0.00110397 0.0010537 0.00102489
threshold=0.16946000000000003 -0.26584999999999998 -0.036024999999999995 0.30112000000000005 -0.40381499999999992 0.10542000000000001 -0.25159999999999993 -1.0000000180025095e-35 0.40473500000000007 0.080930000000000016 -1.0000000180025095e-35 -0.084034999999999985 -0.53104499999999988 -0.082179999999999989 -0.074359999999999996 -0.23091999999999999 -0.088999999999999982 0.10033500000000002 0.086560000000000012 -0.5224049999999999 -0.030254999999999994 0.11875500000000001 -0.12152999999999999 -1.0000000180025095e-35 0.51767500000000011 0.086105000000000015 0.085885000000000017 0.04198000000000001 -0.23091999999999999 0.09827000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -9 12 -12 -14 16 -16 -13 20 -17 -15 -18 29 23 -22 25 26 -11 -21 -27 -10
right_child=-2 2 3 -5 5 -7 7 8 21 24 11 14 13 19 15 18 17 -19 -20 27 22 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=-0.0012438204937449456 0.0012442594504420946 0.001243868528268172 -0.0011115212586920494 0.00071279777140544726 -0.001060983337600544 0.00056177133908544481 -0.0011881635232739167 -0.0011726493751189997 0.0011271798946555888 -0.00095295006858225201 -0.0012438958719622069 -0.0012436026557711441 -0.0012436267545863496 -0.0008613967156749626 0.00089393208450384409 -0.00026176893358619105 0.00099041958979567105 0.0011051196691904261 -0.0010627473306720522 0.00065200374324213023 -0.00089170678812489242 -0.00053928027725225083 -0.00090939131581097162 0.00032820442983672016 -0.00071637263520505051 5.0850076668371348e-05 0.00050413370920683728 -0.00062496123868449062 0.0010429917864175282 -0.00019654097047133354
leaf_weight=0.001779503069258225 0.0021601055834992158 0.0015235892794578368 0.0022141123172687563 0.0038755377689909656 0.0025758101684321124 0.0067780954427290032 0.0018297118823795691 0.002372594226605961 0.0045916251744699812 0.001851688234260962 0.0015937730131554409 0.0014888442678362432 0.0012214879319216729 0.0012110466277590612 0.0012093907616872361 0.0056713313629748298 0.0014251496199335642 0.0020304996804441098 0.0084345674936407988 0.011146576359507776 0.0017809688006309443 0.0011111644525954034 0.0028758985229764252 0.005404714461036522 0.001569121675856878 0.0024483422803314179 0.0020975041275050899 0.0011552574871132046 0.0051083954425337188 0.0011261477316111268
leaf_count=18 23 89 63 122 166 204 104 382 144 47 8 110 124 10 11 442 23 17 276 234 18 11 212 84 9 10 37 39 77 7
internal_value=0 -4.37298e-05 -1.93853e-05 -4.17136e-05 -7.72335e-05 -4.86474e-05 -0.000105069 -7.02695e-05 -4.05939e-05 -0.00011519 -0.000219784 -0.000171322 0.000122541 0.000270344 -0.000329568 -0.000611629 -4.16936e-05 9.06897e-05 -0.000740711 0.000407199 -8.86302e-05 0.000637731 -0.00024147 2.58499e-05 0.000276962 0.000412428 -0.00017906 0.000532085 0.000721543 0.000866466
internal_weight=0 0.0895024 0.0877229 0.0861994 0.0823238 0.0801097 0.0733316 0.0707558 0.0689261 0.0620972 0.0490221 0.0466495 0.0163281 0.0147344 0.0303214 0.0153153 0.0150061 0.0135172 0.0141059 0.0135129 0.0114867 0.00682894 0.0100616 0.00718568 0.0130751 0.0115059 0.00394919 0.0123018 0.00755674 0.00571777
internal_count=3121 3098 3080 2991 2869 2806 2602 2436 2332 2170 1990 1608 415 407 1193 729 464 354 718 283 337 162 314 102 180 171 84 273 87 151
is_linear=0
shrinkage=0.00124344


Tree=886
num_leaves=31
num_cat=0
split_feature=39 42 9 457 457 151 4 128 11 47 14 41 43 133 1 2 151 123 13 13 12 15 3 2 16 13 1 13 16 49
split_gain=0.00149777 0.00151832 0.00117864 0.000995423 0.00104235 0.000955476 0.00127231 0.0012765 0.00118376 0.000993477 0.00124396 0.000930666 0.000883056 0.00103737 0.00111019 0.00099385 0.000915101 0.000863077 0.000830323 0.00125785 0.000932689 0.000702859 0.000701518 0.000630954 0.000877578 0.000609234 0.00103505 0.000704717 0.000534662 0.000624841
threshold=0.16946000000000003 -0.26584999999999998 -0.036024999999999995 -0.14786499999999997 -0.072694999999999996 -0.5225749999999999 0.24564500000000003 0.086435000000000012 0.081790000000000015 0.12794000000000003 -0.46885499999999997 0.078475000000000017 -0.074359999999999996 0.084990000000000024 0.090405000000000013 0.089775000000000008 -0.086654999999999982 0.087590000000000015 -0.53104499999999988 -0.47860499999999995 0.091545000000000015 -1.0000000180025095e-35 -0.078934999999999991 0.096325000000000008 -0.088909999999999989 -0.0069799999999999992 0.11955000000000002 -0.092094999999999982 -0.090764999999999985 -0.043469999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 7 8 11 10 -8 12 13 -7 -15 16 -14 18 -17 -20 23 -18 -23 24 -21 26 27 -12 -25 -30
right_child=-2 2 3 4 5 6 9 -9 -10 -11 25 -13 15 14 -16 17 21 -19 19 20 -22 22 -24 28 -26 -27 -28 -29 29 -31
leaf_value=-0.0014007012510202071 0.0014008445340066423 0.00140071927255652 0.00095410112927762154 -0.001085436075546572 -0.0013182708457156319 0.00062825543942840489 -0.00047214372080379914 -0.0014004533947079856 -0.0012746166716951991 -0.00079808005782420371 0.00045890654645678794 -0.0013308931984008735 0.00057750622019764602 -0.00065111284586819376 0.00099405820245195226 -0.0010117931373444407 -0.0013285537550949489 0.0012914733492265043 0.0010970565240863207 0.0010096781063788412 -0.0012896896871225287 -0.0014003967018954011 -5.8072879840597672e-05 -0.0011106547524411794 -0.00035338370980549316 0.0011910140709153951 0.0014004678121708541 -0.0010210289985121842 0.00059001793254036912 -0.00034720584711478772
leaf_weight=0.0016068374515469932 0.001412784456647386 0.0011216425290001544 0.0018769938933047561 0.0019611750743511172 0.0011327552284328126 0.0075854958190895161 0.0018867478097490684 0.0014983506910000157 0.0015717308281608658 0.001202496063797299 0.001708874615133027 0.0010556909272452222 0.0011786226897214647 0.0031826018204954565 0.0010763413531265087 0.0015498239736189108 0.0026054439945268904 0.0010192253702996359 0.0020034806715898404 0.0023919995800909533 0.001167135714622348 0.0010205516190695462 0.0030304100339879703 0.0011057364770294953 0.0015114624262526667 0.0038675225866029433 0.0013855459448208762 0.001000224231006543 0.0020181663775957759 0.0045165439354875048
leaf_count=18 23 89 43 172 47 375 35 181 112 14 33 65 22 322 36 8 115 23 16 23 298 450 144 21 58 105 101 45 39 88
internal_value=0 -5.78978e-05 -2.08454e-05 -4.87644e-05 -8.28442e-05 -4.59351e-05 -1.82934e-05 -0.000131738 -8.37219e-05 0.00040349 0.000550195 -3.44892e-05 2.537e-06 0.000317731 -0.000235337 -0.00014609 -0.00055979 4.14501e-05 -3.68842e-05 6.57992e-05 -9.67448e-05 -0.000761167 -0.000396242 2.38668e-05 0.000481886 0.000792453 0.000415999 -8.74993e-05 -0.000210133 -5.77556e-05
internal_weight=0 0.0598396 0.0582328 0.0571111 0.0552342 0.053273 0.0521402 0.0410888 0.0395905 0.0110514 0.00984892 0.0380187 0.036963 0.0118444 0.00425894 0.0251186 0.00783503 0.0172836 0.0162643 0.0147145 0.012711 0.00665641 0.00405096 0.0115439 0.00390346 0.00796217 0.00409464 0.0027091 0.00764045 0.00653471
internal_count=3121 3098 3080 2991 2948 2776 2729 2396 2215 333 319 2103 2038 733 358 1305 731 574 551 543 527 709 594 229 81 284 179 78 148 127
is_linear=0
shrinkage=0.00140032


Tree=887
num_leaves=21
num_cat=0
split_feature=3 1447 453 4 158 49 403 1 43 42 13 457 2 2 13 43 15 0 16 15
split_gain=0.000213487 0.000212968 0.000297908 0.00041254 0.000268882 0.000279358 0.000255448 0.000214681 0.000209636 0.000393329 0.000316894 0.000394679 0.000296607 0.000526699 0.00035875 0.000281462 0.000434239 0.000374142 0.000219906 0.000105869
threshold=0.30112000000000005 -1.0000000180025095e-35 1.0000000180025095e-35 0.27287000000000006 1.0000000180025095e-35 0.10247500000000002 0.090990000000000015 0.111945 -0.074359999999999996 -0.11466499999999999 -0.47860499999999995 0.082380000000000009 0.096540000000000015 0.084245000000000014 -0.0025349999999999995 0.05259500000000001 1.0000000180025095e-35 -0.10151999999999999 -0.071854999999999988 -0.095869999999999983
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 8 -5 9 -3 -10 15 13 14 -11 16 17 19 -13 -12
right_child=-2 2 -4 7 -6 -7 -8 -9 10 12 11 18 -14 -15 -16 -17 -18 -19 -20 -21
leaf_value=-0.0015626467184014293 0.0015383448830476774 -0.0015238668168468799 -0.0016894539813651103 0.00038888143109278917 -0.0018359330694484564 0.0014152185431683302 -0.0018007969596764294 0.0022420088212176275 0.0013011335970398654 0.0021650996331320266 -0.00083699011303370644 0.0015163439560773287 0.0021260116074782059 -0.0012318985474052883 -0.00044202215331236045 6.0404217565468252e-05 -0.0032718864712183572 -0.0026021401070045998 -0.00045496926266438466 0.00073377019818606838
leaf_weight=0.0011414027574515586 0.0010567203314675302 0.0010762366073588936 0.0012433369777757877 0.0016184492245692175 0.0010484892348878718 0.0015766763479251314 0.0010664352402715007 0.0014859427041624684 0.0012737702900267262 0.0018634783965705282 0.0010051145945766393 0.001398511681884429 0.0015295484380217772 0.0016792201818232044 0.0010077542490360926 0.0019434060985323853 0.0012838159489623191 0.001015121969112253 0.001406478826416091 0.0011289878807474452
leaf_count=299 132 38 72 82 230 211 196 174 12 157 37 26 136 282 43 232 479 198 59 26
internal_value=0 -7.48125e-05 -8.60716e-06 7.70167e-05 -9.76903e-05 -7.70913e-06 -0.000127824 0.0012759 -2.65199e-05 0.000437707 -0.000344267 -0.000572539 0.00078493 0.000334151 0.00125004 -0.00105662 -0.00154631 -0.000842856 0.000527888 -6.02282e-06
internal_weight=0 0.0267922 0.0256508 0.0244074 0.021303 0.0202546 0.0186779 0.00310439 0.0176114 0.00715624 0.0104552 0.00918144 0.00608 0.00455045 0.00287123 0.00637645 0.00443304 0.00314922 0.00280499 0.0021341
internal_count=3121 2989 2690 2618 2362 2132 1921 256 1725 656 1069 1057 618 482 200 972 740 261 85 63
is_linear=0
shrinkage=0.00352023


Tree=888
num_leaves=22
num_cat=0
split_feature=124 47 50 1 12 12 3 0 15 47 3 52 3 15 42 2 2 1 2 16 16
split_gain=0.000199232 0.000294236 0.000403732 0.000306758 0.000286536 0.000347267 0.000373561 0.000379957 0.000319037 0.00050625 0.00020028 0.000286192 0.000509926 0.000351183 0.000418641 0.000270514 0.000230466 0.000219737 0.000256301 0.000178927 8.7064e-05
threshold=0.0049200000000000008 0.13148500000000005 0.10647500000000001 0.094385000000000011 0.10312500000000001 0.092255000000000018 0.12178000000000001 -0.15202999999999997 -1.0000000180025095e-35 0.093140000000000014 -0.12018999999999998 0.10160000000000001 0.090900000000000009 -1.0000000180025095e-35 0.080840000000000009 0.080205000000000012 0.091055000000000011 0.077845000000000011 0.10467500000000002 -0.032969999999999992 -0.070454999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 10 5 6 8 -8 9 20 17 12 13 16 15 -15 -12 18 -1 -14 -5
right_child=-2 -3 -4 4 -6 -7 7 -9 -10 -11 11 -13 19 14 -16 -17 -18 -19 -20 -21 -22
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leaf_weight=0.0011689237972625196 0.0014277416924706179 0.0014517813677290539 0.0010163207104740826 0.0010486668162643662 0.0020000214242887901 0.0010214830074204428 0.0015024144443778198 0.0011671727555047084 0.0010965437737056041 0.0014522010912738637 0.0011771987117864527 0.0011028008224849293 0.0010195110610879965 0.0010116827962778395 0.0017200477816627924 0.0010118358172922504 0.0011812543915986629 0.0011273903207698055 0.0010103976017035166 0.0012435473951128984 0.0013132259029866589
leaf_count=65 72 57 301 137 109 148 34 111 87 45 394 293 22 107 304 327 278 78 14 41 97
internal_value=0 -7.87803e-05 7.5685e-06 9.65531e-05 0.000513678 0.000250714 0.000495386 -0.000503364 0.00103834 0.0014917 -0.000249622 -0.000495086 -0.000285681 -0.000784451 -0.000152808 -0.00117555 -0.00178706 0.000453198 -0.000161837 0.00105918 0.00243933
internal_weight=0 0.0258444 0.0243926 0.0233763 0.0106017 0.00860171 0.00758022 0.00266959 0.00491064 0.00381409 0.0127746 0.00946788 0.00836508 0.00610202 0.00374357 0.00202352 0.00235845 0.00330671 0.00217932 0.00226306 0.00236189
internal_count=3121 3049 2992 2691 768 659 511 145 366 279 1923 1766 1473 1410 738 434 672 157 79 63 234
is_linear=0
shrinkage=0.00331719


Tree=889
num_leaves=21
num_cat=0
split_feature=14 157 0 130 159 48 48 403 42 43 1 47 52 13 16 49 3 52 4 13
split_gain=0.000192968 0.000228794 0.000258511 0.00023562 0.000263216 0.000299891 0.000268419 0.000308092 0.000201095 0.000680986 0.000250369 0.00033879 0.000235625 0.000255561 0.000192163 0.000152394 0.000325973 0.00049208 0.000139521 4.66433e-05
threshold=0.076175000000000007 -0.073574999999999988 -0.11013499999999998 -0.0015749999999999998 0.10519500000000001 0.12879500000000002 0.10396500000000002 -1.0000000180025095e-35 -0.11466499999999999 -0.15582499999999996 0.099660000000000012 0.087885000000000019 0.10160000000000001 -0.084034999999999985 -0.076669999999999988 -0.081919999999999979 -1.0000000180025095e-35 -0.0027449999999999996 -0.077679999999999985 0.17001000000000002
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 -3 5 6 7 -5 -9 19 12 14 13 18 -12 -15 -17 -18 -11 -10
right_child=-2 3 -4 4 -6 -7 -8 8 9 10 11 -13 -14 15 -16 16 17 -19 -20 -21
leaf_value=0.0020241422294595851 -0.001449817577868377 -0.0014590409594201837 -0.00012824901762011168 -0.0016366416881925792 -0.001624963439455888 -0.0013749134661480899 0.0015173662482236856 -0.00097056802255316224 0.0026528689204717839 0.0016143063570595597 0.0021930128403271302 -0.00063190583505024346 -0.0016539947776772529 0.00057085195812260744 0.00049003548617754375 -0.0021731764217006273 -0.001648591119007623 0.001574888221461828 2.5133126603667713e-05 0.0016331469220098808
leaf_weight=0.0013494859171032658 0.0010267649608959309 0.0013012250753886559 0.0012130556268927775 0.0011012591124266438 0.0010555796010733856 0.001453400108310631 0.0016652107077481651 0.0014973594162573925 0.001020279475515193 0.0012320645776711103 0.0015032717272038809 0.0015002092630922448 0.001256958398858643 0.0010841177022982169 0.0015312537208842522 0.0013671376619570578 0.001102667331949192 0.001066571086937541 0.0012996085278152939 0.0010339379938564264
leaf_count=39 101 270 359 555 174 70 105 88 36 71 185 63 238 39 159 294 47 17 186 25
internal_value=0 4.60924e-05 0.00100524 -6.04373e-05 2.3156e-05 0.000107138 0.000218966 9.60958e-05 0.000211776 0.000329817 4.25981e-05 0.000683408 -0.000302967 -6.55305e-05 0.00133367 -0.000538964 -0.000879191 -6.36709e-05 0.000798521 0.00213962
internal_weight=0 0.0256347 0.00256254 0.0230721 0.0217709 0.0207153 0.0192619 0.0175967 0.0164954 0.0149981 0.0129439 0.00453473 0.00840913 0.00715217 0.00303453 0.00462049 0.00353638 0.00216924 0.00253167 0.00205422
internal_count=3121 3020 398 2622 2352 2178 2108 2003 1448 1360 1299 407 892 654 344 397 358 64 257 61
is_linear=0
shrinkage=0.00338353


Tree=890
num_leaves=31
num_cat=0
split_feature=39 9 42 1348 14 123 2 156 1365 401 13 13 133 3 42 13 41 0 150 3 0 0 1 42 16 3 4 160 3 4
split_gain=0.00183268 0.00162926 0.00152356 0.00140648 0.00174313 0.00143627 0.00154938 0.00118571 0.00115453 0.00112513 0.0010402 0.00222924 0.00138317 0.00106234 0.00101501 0.00100086 0.00119984 0.000973029 0.000898994 0.000995392 0.00154486 0.00173158 0.000891397 0.000830795 0.00121294 0.00141052 0.00149844 0.000952862 0.000848695 0.00130986
threshold=0.16946000000000003 -0.036024999999999995 -0.26584999999999998 0.095915000000000014 0.078320000000000015 1.0000000180025095e-35 0.094835000000000017 -1.0000000180025095e-35 1.0000000180025095e-35 0.10076500000000001 -0.53104499999999988 -0.39067499999999994 0.095000000000000015 -0.20241999999999996 -0.092814999999999981 -0.094514999999999988 0.079300000000000009 -0.26609999999999995 -0.22665999999999997 -0.097604999999999983 0.12500000000000003 -0.060129999999999996 0.08844500000000001 0.09832500000000001 0.052820000000000013 0.090900000000000009 -0.0029599999999999995 -1.0000000180025095e-35 0.12178000000000001 0.0061450000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 7 -7 -4 9 10 -9 -12 13 -13 -14 22 17 -17 -19 20 21 -20 -15 24 25 26 27 -21 29 -27
right_child=-2 2 3 -5 -6 6 -8 8 -10 -11 11 12 14 15 -16 16 -18 18 19 23 -22 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=0.0014574195610485155 0.0014576899681207989 -0.0014572924037308942 -0.0014569697902586741 0.0014324778027487025 -0.0012866138637876645 -0.00063481578090632978 0.0010525844379002942 -0.00094383945753538103 -0.0012996789093776178 -0.0013871283203078313 0.0010549990651024361 0.00075220320536955113 0.00037311213031049345 -0.00012426299164281209 -0.0012368348946059974 0.0012019520015144451 -0.0013589658734068236 0.00081842135124611764 -0.00019557077563755031 -0.0011765866386156212 -0.0012190610709850993 0.0013147834236856496 0.00082627978044863722 0.00075610358547628014 -0.0013548875226536742 -0.00026513412561576815 -0.001241710042399719 0.00022011675744675461 -0.00036611638286905676 0.0012542206724827393
leaf_weight=0.0014863386349404087 0.0017434288021433977 0.0016738666184323838 0.001341629354455697 0.0013308753130729647 0.0024506434975393168 0.0015365935538582667 0.0046506871112228509 0.0024320702013937981 0.0015857083001007402 0.0012884133334214445 0.004165631870492347 0.0038620732959912937 0.0011100934177967758 0.0037606070014781778 0.0033082970333069275 0.0011893863285194891 0.0016656566945982823 0.0019555181090709075 0.0033004402566820801 0.0013882423210693764 0.0012651060955590765 0.0031478407161102803 0.004725137190163764 0.0013533133173915237 0.0025961531271549978 0.0022587666424556119 0.0049078616679799096 0.0040947904218695385 0.0039345974155367003 0.0025800676191920502
leaf_count=89 23 18 159 22 86 46 148 16 54 150 82 102 27 93 393 16 44 19 89 290 15 35 62 41 225 27 220 479 26 25
internal_value=0 -5.29879e-05 -8.29769e-05 -5.15445e-05 -7.90309e-05 -3.63918e-05 0.000633523 -0.000101958 -7.25782e-05 -4.03039e-05 -1.08934e-05 2.92163e-05 -5.2324e-05 1.94985e-05 -0.000832346 -4.46342e-05 -0.000151704 -9.25121e-05 -0.000139476 -0.000200241 0.000252939 0.000541735 0.00040503 -0.000351473 -0.000420354 -0.000293755 -0.00065694 -0.000133513 0.000136386 0.000544986
internal_weight=0 0.0763464 0.0748601 0.0731862 0.0718553 0.0694047 0.00618728 0.0632174 0.0618758 0.0602901 0.0590017 0.0565696 0.0524039 0.0479856 0.00441839 0.0441235 0.0356377 0.0339721 0.0327827 0.0308272 0.00771339 0.00644828 0.00848574 0.0231138 0.0217605 0.0191643 0.0103909 0.00548303 0.00877343 0.00483883
internal_count=3121 3098 3009 2991 2969 2883 194 2689 2530 2476 2326 2310 2228 1808 420 1706 1551 1507 1491 1472 139 124 155 1333 1292 1067 989 769 78 52
is_linear=0
shrinkage=0.00145689


Tree=891
num_leaves=19
num_cat=0
split_feature=2 11 3 1 13 13 12 0 457 160 2 1 0 2 12 12 16 4
split_gain=0.000196315 0.000226695 0.000244973 0.000355764 0.000250604 0.000545918 0.000314101 0.000788622 0.000324805 0.000375026 0.000353091 0.000594015 0.000221481 0.000257011 0.000213926 0.000193951 0.000157538 0.000275095
threshold=0.14753000000000002 0.081790000000000015 -0.12018999999999998 0.077845000000000011 -0.23438999999999996 -0.53104499999999988 -0.010834999999999999 -0.053834999999999994 -0.0029299999999999994 -0.030779999999999998 0.11411 0.10060500000000001 -0.026509999999999995 0.094835000000000017 0.092755000000000018 0.088615000000000013 -0.083539999999999989 -0.0016099999999999997
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 -4 12 8 -8 -10 11 15 13 -6 -13 16 17 -11
right_child=-2 -3 4 -5 6 -7 7 -9 9 10 -12 14 -14 -15 -16 -17 -18 -19
leaf_value=-6.8278320692841029e-05 0.0014011363972347977 -0.0012569548783605189 -0.0012704283951860814 0.0022674034038008819 -0.0011212074484212152 0.0019390026581074533 -0.0018200926593029561 -0.0027320360340196137 -0.0014069027441866212 0.0020652034590722011 -0.0015059415938433022 0.0028202218062808259 0.002048584366531317 0.0012827836978982644 0.00085644812781349817 -0.0013243398185234857 -0.00056122237935033088 -0.00040670583058350284
leaf_weight=0.0019427599369024042 0.0011667601895002369 0.0018653550087961426 0.0010034941976613254 0.0013836876662445263 0.0011097291633115347 0.001900836706857585 0.0013685390086803926 0.0017405330566848789 0.001942303322569284 0.0011487322040607539 0.0011737073164193043 0.0014416352737853799 0.0010320330875872542 0.0010947616944250171 0.0013139686258938355 0.0012850421855185035 0.0016842456530446991 0.0010847196590284547
leaf_count=73 142 168 28 101 100 89 205 181 484 224 76 39 62 140 50 621 288 50
internal_value=0 -7.54734e-05 1.77111e-05 0.000903285 -0.00012723 0.000830091 -0.000286838 -0.000512642 -0.000202189 -2.25334e-06 0.000296503 0.00056233 0.000702702 7.26271e-05 0.00188383 -0.000137594 0.00025167 0.000864672
internal_weight=0 0.0255161 0.0236507 0.00332645 0.0203243 0.00290433 0.01742 0.0141834 0.0124429 0.0110744 0.00913205 0.00795834 0.00323652 0.00220449 0.0027556 0.00520274 0.0039177 0.00223345
internal_count=3121 2979 2811 174 2637 117 2520 2218 2037 1832 1348 1272 302 240 89 1183 562 274
is_linear=0
shrinkage=0.00352023


Tree=892
num_leaves=22
num_cat=0
split_feature=1213 1447 453 4 1 15 48 51 0 1 0 13 16 51 15 48 4 2 1 12 43
split_gain=0.000194592 0.000175244 0.00022507 0.000336415 0.000222065 0.000210476 0.000324953 0.000265476 0.000228468 0.00037127 0.000359358 0.000360367 0.000257536 0.000266864 0.000189197 0.000172382 0.000164862 0.000268587 0.000250804 0.000229142 0.000150755
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.27287000000000006 0.111945 -0.14147499999999996 0.093440000000000009 0.087505000000000013 -0.10607499999999999 0.11392000000000001 -0.077999999999999986 -0.084034999999999985 -0.23935499999999996 -0.082744999999999985 -0.074054999999999996 0.12879500000000002 -0.49405499999999997 0.10803500000000001 0.090475000000000014 0.051320000000000005 -0.081154999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 -3 7 8 9 12 11 -10 -7 -14 -8 -16 -12 18 20 -20 -18
right_child=1 2 -4 4 -6 6 14 -9 10 -11 16 -13 13 -15 15 -17 17 -19 19 -21 -22
leaf_value=-0.0021054727378442347 -0.0018235459089986964 -0.0020565924650372031 -0.0019184810410247846 0.0004346495053746943 0.0031756732776431831 -0.001831817412061767 0.0033670179782788489 -0.0021044339575739062 0.00033168953970690994 0.0035719946324221995 -0.0010914512614406701 -0.0032900081193961935 -0.0006247432804163867 0.0026599552634597782 0.0021912720914873778 -0.00066762689224991007 0.0038137577428590595 -0.001596379761749888 0.0016350593494467869 -0.0015750542925893002 0.001180144005199865
leaf_weight=0.0010374768779753954 0.0011304460815962916 0.0010948736336544541 0.0011995801364552685 0.0013926375720778586 0.0014827045085352708 0.0010355743262753236 0.0010208747995674727 0.0014831896387044177 0.0011151850947843604 0.0010500023263659841 0.0016657090450262757 0.00166290863906704 0.0011397677805753403 0.0012712440437923017 0.0010306396410753029 0.0010191750334920258 0.0010069703494739457 0.0010124206102299915 0.0010911900053400814 0.0010700967857744104 0.0011104935524417648
leaf_count=491 255 134 78 77 240 64 95 207 202 21 108 491 39 61 43 37 54 139 48 131 106
internal_value=0 7.29764e-05 0.000162473 0.000272172 0.00184809 4.42428e-05 0.000166686 -0.000119888 8.69375e-05 0.00100588 -0.00033752 -0.00183618 0.000224108 0.00110717 0.00163328 0.000769818 0.000260941 0.000686686 0.0012269 4.56672e-05 0.00243257
internal_weight=0 0.0250857 0.0239552 0.0227557 0.00287534 0.0198803 0.0187854 0.0157148 0.0142316 0.00449659 0.00973497 0.00277809 0.00344659 0.00241101 0.00307069 0.00204981 0.00695688 0.00529117 0.00427875 0.00216129 0.00211746
internal_count=3121 2630 2375 2297 317 1980 1846 1671 1464 185 1279 693 164 100 175 80 586 478 339 179 160
is_linear=0
shrinkage=0.00492917


Tree=893
num_leaves=31
num_cat=0
split_feature=39 42 9 151 1348 4 11 150 160 1213 14 484 403 52 474 457 133 123 124 151 43 1 13 159 2 3 3 50 1 16
split_gain=0.00153953 0.00165149 0.00145178 0.00131364 0.00160483 0.00148565 0.00157015 0.0014041 0.00144279 0.00129626 0.00130968 0.00101236 0.00134078 0.00107124 0.00100419 0.000986464 0.00122114 0.00120952 0.00154714 0.00112845 0.00104541 0.00111482 0.00112847 0.00106655 0.00115005 0.00102476 0.00092196 0.000849981 0.000871101 0.0012978
threshold=0.16946000000000003 -0.26584999999999998 -0.036024999999999995 -0.40381499999999992 0.090205000000000021 0.27287000000000006 0.081790000000000015 -0.22665999999999997 -0.091944999999999985 -0.082704999999999987 0.076975000000000002 0.073690000000000019 -0.083259999999999987 -0.52017999999999986 0.088335000000000011 -0.0029299999999999994 -0.0084449999999999994 1.0000000180025095e-35 -1.0000000180025095e-35 -0.0017399999999999998 0.15359500000000004 0.10089500000000001 -0.076384999999999995 0.091005000000000016 -1.0000000180025095e-35 -0.077644999999999978 -0.078934999999999991 0.11875500000000001 0.111945 -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 -1 -3 -4 5 6 7 -5 -9 -10 11 12 -11 -14 -13 19 25 18 -18 -15 21 23 -23 24 -20 26 -17 28 29 -7
right_child=-2 2 3 4 -6 27 -8 8 9 10 -12 14 13 15 -16 16 17 -19 20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0011720541459319107 0.0011721867999681121 0.0011721210481048269 -0.00099966150495368975 0.00094630988544101239 0.0011355382760243273 0.0011719978480726385 -0.0011717884676896385 -0.00076763526852663291 -0.0011718173840028143 -0.0011717665740863304 -0.0010009028720219123 0.00082144708370787624 -0.0011718486071426056 -0.0011693618951717005 -0.00045418427157815975 -0.00056844433591015416 -0.0011207251405626745 0.00092711240072213224 -0.0011719004462964265 0.00026473161176395122 0.00097565116213719745 0.0011678381511583717 0.00018369885817454609 -0.001171851705695651 9.1782614953322974e-05 -0.0010599769278545998 0.00090191272750820813 -0.00043332783650862025 0.00097860941002009261 -0.0002012591150404129
leaf_weight=0.0017293823252515486 0.0014656965996806539 0.0013909908973701582 0.0018925595286773947 0.0017881266850281454 0.0016386344328935811 0.0013366508426173596 0.0018523396329044308 0.0042072186038657469 0.0013792621811385955 0.0013895425534933272 0.0017948874850333132 0.0036934104239598744 0.0010431238237060816 0.0018876867216652826 0.0010994773215386999 0.0013891168447006663 0.0013532433999898777 0.0026688141706614479 0.0010644085382409659 0.0012535885939684013 0.002011815698601537 0.0022004426723469805 0.0058589206522015047 0.0011439105385973028 0.013912219940243279 0.0021679853594172007 0.0010120442042307332 0.0014586571251129507 0.0034975972890762819 0.0032231828099611448
leaf_count=18 23 89 64 13 33 28 119 383 258 378 53 99 126 79 48 187 11 68 27 42 19 44 58 98 380 122 10 15 186 43
internal_value=0 -4.0791e-05 -1.3084e-05 -3.69013e-05 -9.83791e-06 -3.84103e-05 -0.000110939 -7.47634e-05 -0.00010952 -5.22227e-05 -1.93284e-05 1.96932e-05 -4.0772e-05 -4.4169e-07 0.00052882 3.17784e-05 8.85692e-05 0.000173946 0.000100972 -0.000597058 0.000164094 9.65704e-05 0.000452398 -8.13232e-05 1.97101e-06 -0.000475991 5.12835e-05 0.000389715 0.000538712 0.000201292
internal_weight=0 0.0723392 0.0706099 0.0692189 0.0673263 0.0656877 0.0561716 0.0543192 0.0525311 0.0483239 0.0469446 0.0451498 0.0403569 0.0389673 0.00479289 0.0379242 0.0347829 0.0302138 0.027545 0.00314128 0.0261917 0.0241799 0.00805936 0.0161205 0.0149766 0.00456915 0.00240116 0.00951609 0.00805743 0.00455983
internal_count=3121 3098 3080 2991 2927 2894 2622 2503 2490 2107 1849 1796 1649 1271 147 1145 1024 705 637 121 626 607 102 505 407 319 197 272 257 71
is_linear=0
shrinkage=0.00117172


Tree=894
num_leaves=31
num_cat=0
split_feature=39 42 123 133 1456 457 457 4 151 9 47 150 15 1456 128 148 41 1 0 0 160 4 3 15 43 48 160 2 3 16
split_gain=0.0019967 0.00214471 0.00177642 0.00182304 0.00131158 0.00135224 0.0014842 0.0012925 0.00201417 0.00131184 0.00127936 0.00115556 0.00181571 0.0013826 0.00111501 0.00108325 0.00104137 0.000981037 0.00105617 0.000996766 0.000943345 0.00101682 0.00102858 0.000919475 0.00137369 0.00112772 0.00175551 0.000881667 0.000773907 0.000804653
threshold=0.16946000000000003 -0.26584999999999998 1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -0.15747999999999998 -0.072694999999999996 0.24564500000000003 -0.24462999999999999 -0.036024999999999995 0.12794000000000003 -0.22665999999999997 -0.098289999999999975 -1.0000000180025095e-35 0.086435000000000012 1.0000000180025095e-35 0.078475000000000017 0.111945 -0.15350499999999997 -0.11756999999999999 -0.090969999999999981 -0.51843499999999987 0.11296500000000002 0.091650000000000023 -0.090299999999999991 0.095425000000000024 0.10210000000000001 0.11389000000000002 -0.097604999999999983 -0.0083599999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3 -7 9 -9 -8 17 -11 -13 -14 15 16 20 18 -10 -20 -15 -22 23 25 -25 26 28 -24 29 -23
right_child=-2 2 3 -5 -6 6 7 8 10 11 -12 12 13 14 -16 -17 -18 -19 19 -21 21 22 27 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0012688145031256441 0.0012689628595972699 0.0010494823824342711 -0.00088020828113153098 0.00087310955203243924 -0.0012684170452408115 -0.0011626833146842221 0.0012691110984267089 -0.0012684617190440041 0.0012685884724593999 0.0010084322561088096 -0.00074439243952952895 -0.0010462037984034669 -0.0012684275166712584 -0.00089421103356521745 -0.0012684427669990379 -0.0012686651741883931 -0.0011936566428024696 0.001071580338984597 -0.0011358214758405243 0.0003187842652637384 -0.00066690318033768277 -0.00018819165266731366 0.0010363587727940881 0.00043786824399737699 -0.0012684766350002776 0.0011369138567317431 -0.0012684727106387662 0.00011394984136677821 -3.0008301805534111e-05 0.00092312865854767522
leaf_weight=0.0023045234946295059 0.0018512893211664041 0.0017047502568630071 0.0011422535675364998 0.0057868206004272329 0.0014904648978464321 0.0020273811675917122 0.0010136854629081418 0.0011713902131305085 0.0012592514418940937 0.0012564403964461226 0.0012142512005084436 0.0039371855044123541 0.001676815574908729 0.0016819690723535166 0.001249728210677147 0.0011352844474004078 0.001154829100130427 0.0044731246329199337 0.001032468322364366 0.0028485481209798991 0.0026804748114841312 0.0015243331758512113 0.0034183361567556849 0.0012359105444517127 0.0019665337009975295 0.0016194865695382523 0.0015272519093230122 0.0032533433234220865 0.011121588197006847 0.0033542653355027414
leaf_count=18 23 25 30 232 267 116 11 15 29 9 11 183 241 165 153 10 56 152 24 42 30 50 28 32 213 45 45 37 736 93
internal_value=0 -6.52164e-05 -2.49931e-05 0.000584076 -9.30303e-05 -6.40923e-05 -9.63588e-05 -5.83025e-05 0.000311393 -0.000157304 0.00048231 -0.00019032 -0.000225728 -0.000142041 -9.08875e-05 -4.96351e-05 -9.56521e-06 0.000637252 0.000259295 -6.81851e-05 3.13958e-05 8.05052e-05 0.000149538 1.90795e-05 -0.000609952 0.000124289 3.07252e-05 0.00058656 0.000154736 0.000575893
internal_weight=0 0.0712627 0.0689582 0.00692907 0.0620291 0.0605386 0.0588339 0.0568065 0.011999 0.0448075 0.0108276 0.0437938 0.0425373 0.0386002 0.0369233 0.0356736 0.0345383 0.00961339 0.00514027 0.00388102 0.0333835 0.0317015 0.029021 0.0223494 0.00320244 0.0191469 0.0175274 0.00667168 0.0160002 0.0048786
internal_count=3121 3098 3080 262 2818 2551 2526 2410 273 2137 258 2126 2117 1934 1693 1540 1530 247 95 66 1474 1309 1279 1214 245 969 924 65 879 143
is_linear=0
shrinkage=0.00126831


Tree=895
num_leaves=20
num_cat=0
split_feature=124 47 50 1 131 132 42 52 52 2 52 3 1 42 52 4 13 1 43
split_gain=0.000189336 0.000218886 0.000361065 0.000303135 0.000228135 0.000286897 0.000482602 0.000204625 0.000377391 0.000350489 0.000318171 0.0002845 0.000532274 0.00034508 0.000203078 0.000302915 0.000258437 0.000189703 0.000119053
threshold=0.0049200000000000008 0.13148500000000005 0.10647500000000001 0.13146500000000003 0.092225000000000015 0.079970000000000013 -0.0060199999999999993 -0.088204999999999992 -0.081429999999999989 0.10276500000000001 -0.07167999999999998 0.149315 0.10937500000000001 0.091545000000000015 -0.0064899999999999992 -1.0000000180025095e-35 -0.084319999999999992 0.094465000000000007 -0.17390999999999998
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 18 9 -9 -8 -10 12 13 14 -12 16 -16 -17 -1
right_child=-2 -3 -4 -5 -6 -7 7 8 10 -11 11 -13 -14 -15 15 17 -18 -19 -20
leaf_value=-0.00098702369209123335 0.0015107031892718902 -0.0017254591946490236 -0.0025169294086523283 0.0020954718289925419 -0.0017744833147963727 0.0020582355271611006 -0.0019317143405358564 0.0029026677501127404 -0.0020431156138463868 0.00084164923676968532 -0.00085457842570272734 -0.0015159358378140084 0.0029097257641197468 -0.0017909318667556871 0.00028730199747646775 -0.0015387237936599677 0.0028436103596747656 0.0008222946990213755 -0.0030528929679747765
leaf_weight=0.0010502350594769894 0.0014231343473678484 0.0014352115982081406 0.0010049631389248406 0.0013347567019978959 0.0012723899256872331 0.0012882879437170472 0.0019394072451828148 0.0010590605488607291 0.0010355902192600236 0.0014789577955101052 0.0013952904487852776 0.0012189927880683635 0.0016475139726903629 0.0012993450725463651 0.0011689712524474124 0.0010279376615028027 0.0019315275469362616 0.0016051821135363298 0.0010053956392151999
leaf_count=84 72 57 301 170 272 148 240 67 46 150 187 35 80 285 209 108 114 50 446
internal_value=0 -9.80742e-05 2.11487e-07 0.000111361 -1.22525e-05 9.90158e-05 -3.47903e-05 0.000205245 0.00044448 -0.000731817 0.000233345 0.000442068 0.000678953 0.000242892 0.000613585 0.000970867 0.00187981 -9.9418e-05 -0.00199743
internal_weight=0 0.025199 0.0237638 0.0227588 0.0214241 0.0201517 0.0188634 0.0168078 0.0133894 0.00341837 0.0123304 0.0112948 0.0100758 0.00842825 0.00712891 0.00573362 0.0031005 0.00263312 0.00205563
internal_count=3121 3049 2992 2691 2521 2249 2101 1571 1181 390 1114 1068 1033 953 668 481 323 158 530
is_linear=0
shrinkage=0.00429114


Tree=896
num_leaves=22
num_cat=0
split_feature=3 40 42 39 484 48 4 51 47 43 1 42 42 51 43 52 0 16 3 52 3
split_gain=0.000195028 0.000203936 0.000575782 0.000403687 0.000292769 0.000329567 0.000290897 0.000365929 0.000340231 0.000659603 0.000442662 0.000233897 0.000280081 0.0003338 0.000262544 0.000212012 0.000327153 0.000185995 0.000108142 9.79934e-05 8.97182e-05
threshold=0.30112000000000005 0.05433000000000001 -0.11466499999999999 0.091820000000000013 -0.0068949999999999992 0.12879500000000002 0.0061450000000000003 0.087505000000000013 0.092710000000000015 -0.074359999999999996 1.0000000180025095e-35 -0.0060199999999999993 0.086325000000000013 -0.084389999999999979 -0.096754999999999994 -0.088204999999999992 -0.11242999999999999 0.0028900000000000006 0.090900000000000009 0.092965000000000006 -0.061964999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 11 10 -10 -8 -6 13 -13 -14 -15 -17 18 20 -18 -12
right_child=-2 -3 3 -5 5 -7 8 -9 9 -11 17 12 14 15 -16 16 19 -19 -20 -21 -22
leaf_value=-0.0027249597513131617 0.0015949595920501688 0.001397221188230367 -0.0017835293790699129 0.0022520562814568918 -0.001646030377258135 -0.001821180497602328 -0.00088856576183960379 -0.0021323260299238953 0.0015889570327706835 -0.0020590624237569362 0.0024496748815620783 -0.0012558380761184937 0.00039549988238078389 -0.00048051194879322604 -0.0022267904043521566 0.0032693149848706639 0.0013301353653574542 0.00042904775480792688 0.0031220321950849905 -0.0001184004765944763 0.00094436882516344669
leaf_weight=0.0011544460411972981 0.0010163535940002069 0.0012488711749467632 0.0013973445745431015 0.0010408545801112714 0.0011099706093664627 0.0013187251662687407 0.0011748498445499633 0.0013359012640461474 0.0012441295090610538 0.0015577297107034482 0.0010748274100365052 0.001094827039088031 0.0010196220082114857 0.0010191576077467346 0.0011160247958390537 0.0010014831517288769 0.001706252367026373 0.0012001864569697318 0.0010708922832236567 0.0010545737893696838 0.0011371406386020411
leaf_count=163 132 57 468 134 436 46 163 210 33 56 68 164 54 87 507 34 132 37 50 36 54
internal_value=0 -7.43019e-05 -0.000151424 -2.03955e-05 -0.00012973 -1.55323e-05 0.000110338 -0.000306308 0.000625388 -0.000439206 0.00115259 -3.8888e-05 0.000183765 0.000604838 -0.00097483 0.00103088 0.0014403 0.0016875 0.00214758 0.000776827 0.00167582
internal_weight=0 0.0250778 0.0238289 0.0226745 0.0216336 0.0202363 0.0189176 0.0104578 0.00845976 0.00280186 0.0056579 0.00912191 0.00801194 0.00587629 0.00213565 0.00478147 0.00376231 0.00448305 0.00328286 0.00276083 0.00221197
internal_count=3121 2989 2932 2769 2635 2167 2121 1660 461 89 372 1450 1014 453 561 289 202 209 172 168 122
is_linear=0
shrinkage=0.0037357


Tree=897
num_leaves=31
num_cat=0
split_feature=31 39 42 156 2 151 15 1348 41 3 1 14 2 52 1213 403 14 0 13 151 1 52 15 12 3 0 0 2 49 1374
split_gain=0.00156627 0.0014458 0.00116784 0.0010546 0.000946056 0.00107413 0.00114795 0.00100923 0.000999889 0.00118263 0.0011141 0.000926434 0.000942439 0.000860019 0.00085063 0.000807607 0.000773087 0.00126281 0.000740308 0.000765169 0.00073895 0.000674934 0.00075729 0.00088306 0.000658735 0.00096239 0.0010238 0.00101973 0.000794997 0.000650968
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 -1.0000000180025095e-35 0.099185000000000009 -0.40381499999999992 -0.074054999999999996 1.0000000180025095e-35 0.078475000000000017 -0.12018999999999998 0.13075500000000004 0.076175000000000007 0.10097500000000002 -0.11592499999999999 -1.0000000180025095e-35 -0.081904999999999992 -0.24758499999999997 -0.15202999999999997 0.073000000000000023 -1.0000000180025095e-35 0.122715 0.10473500000000001 -0.11713499999999999 0.097825000000000009 0.20828500000000003 0.056435000000000006 -0.094654999999999975 0.10672500000000001 -1.0000000180025095e-35 -0.094929999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 8 -6 16 11 9 18 13 12 -8 -11 -15 -16 17 -7 -5 -20 21 22 -17 29 25 26 28 -27 -14 -24
right_child=1 -3 3 4 5 6 7 -9 -10 10 -12 -13 24 14 15 20 -18 -19 19 -21 -22 -23 23 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0012941222448241215 -0.0012939506449542934 0.0012942175389549044 -0.00129374048486456 0.00096149777518079755 -0.0010656408892235553 -0.00094855837591014064 0.0011635054791278743 0.00118289970753466 -0.0010686799391813957 -0.0012937569682923257 0.00078293943871334372 -0.0012940974684815321 -0.00061173949757084849 -0.001293771722152756 -0.001293732529738426 -0.00099988356065431206 0.0008479781047801121 0.00069465255905671209 0.00072594399530616143 -0.00083506800129566595 -0.0011999826085640406 -0.00084540630888746589 -0.00089815456586340601 0.00089551266587518886 0.00085241339945708742 -0.00062981307718084213 -0.0011742196617980703 0.00056838815183836834 0.00079122391261691116 4.7355453897788831e-05
leaf_weight=0.0014822139091705813 0.0012982768030269645 0.0013085638585650363 0.0011264913825304026 0.002511753582012939 0.0011484800947982867 0.0012622419399122009 0.0010571825108911569 0.0011075523854628946 0.0019653977762175137 0.001353685647370372 0.0017286344279696655 0.0010089244899660352 0.0016890023648130637 0.0012025122295193915 0.0010342197268125011 0.00118501795531322 0.0060116159396272888 0.002060316274516083 0.00101947256632684 0.0010846665418497992 0.0010165462371958247 0.0017207906118512631 0.0013319253673671474 0.0019246546628846053 0.001080416877528024 0.0017611263711501124 0.0026165621306830618 0.0036572934544238933 0.0011270175218669491 0.014329454713076128
leaf_count=86 18 21 163 47 26 6 18 31 84 201 38 12 36 387 293 67 281 73 15 41 12 224 41 50 34 30 196 63 19 508
internal_value=0 -5.13505e-05 -8.00175e-05 -5.38042e-05 -3.01286e-05 0.000157063 0.000214522 -5.88324e-06 -0.000173498 -0.000117544 -0.000221614 -9.99455e-05 -7.18658e-06 -0.000290801 -0.000233623 -0.000177071 0.000571193 7.03957e-05 0.000487307 -7.8745e-05 -0.000123376 -6.99689e-05 1.11745e-06 6.85689e-05 -0.000110916 -0.000206833 -0.000591602 0.000178942 -5.02504e-05 -3.30556e-05
internal_weight=0 0.0627298 0.0614212 0.060123 0.0589965 0.0255877 0.0244393 0.0151051 0.0334087 0.0314433 0.0268274 0.0139975 0.0129886 0.0250988 0.0237451 0.0225426 0.00933417 0.00332256 0.00461589 0.00210414 0.0215084 0.0204918 0.0187711 0.017586 0.0119314 0.010851 0.00543258 0.00541842 0.00281602 0.0156614
internal_count=3121 3035 3014 2996 2833 825 799 439 2008 1924 1821 408 396 1783 1582 1195 360 79 103 56 902 890 666 599 378 344 251 93 55 549
is_linear=0
shrinkage=0.00129368


Tree=898
num_leaves=20
num_cat=0
split_feature=14 157 130 453 160 133 4 42 43 3 52 0 15 160 2 1 0 16 16
split_gain=0.000189746 0.000215978 0.000214327 0.000237099 0.000284075 0.000530794 0.000403298 0.000364206 0.000432463 0.000324736 0.000322328 0.000318489 0.000250754 0.00023375 0.000264719 0.000391461 0.000207895 0.00020634 0.000192372
threshold=0.076175000000000007 -0.073574999999999988 -0.0015749999999999998 1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.24564500000000003 -0.095859999999999987 -0.074359999999999996 -0.077774999999999983 -0.085984999999999992 -0.062294999999999996 0.040760000000000005 0.10070500000000002 0.10613000000000002 0.086560000000000012 -0.11013499999999998 -0.45661999999999997 -0.088159999999999988
decision_type=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 11 18 7 -7 9 12 -10 -4 -9 14 15 -12 -1 -8 -6
right_child=-2 2 3 -5 5 6 17 8 10 -11 13 -13 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.0022125754429171995 -0.0016436331763860889 -0.0016439665582725902 -0.0019818708457598156 -0.0016717587346450741 -0.00034690581510249358 -0.0016711319538207296 0.00099159813188930438 -0.00041271034742207743 -0.0017698279095210848 0.0033601376073508142 0.0026211078058906031 0.00066681893519987003 0.0021484322310958768 -0.0012157754325968137 -0.00039362539175971406 -0.00013881217494800396 -2.0979654231785785e-05 0.0031765814840898233 -0.0027387778597131062
leaf_weight=0.0013071813298211055 0.0010301351104384784 0.0012243123844219985 0.001831876328504678 0.0011702959521131531 0.0010144840336493433 0.0012972585589587924 0.0014928672847887015 0.0012035373314720488 0.0013036821796416041 0.0011272317944399637 0.0017700219520002712 0.0010960877359464929 0.0011100898557216965 0.0011707313497324456 0.0020124551399502977 0.0013828034902854114 0.0012142406020876342 0.0011603182957946609 0.0010172696412545914
leaf_count=39 101 270 520 74 187 79 121 142 139 120 151 89 68 43 68 118 359 100 333
internal_value=0 5.85695e-05 -6.28978e-05 2.85781e-05 0.000128119 0.000320045 0.000572074 0.000277325 0.000505441 0.00164956 -9.85963e-06 -0.00099033 0.000816139 0.000352267 0.00070767 0.00141063 0.00113696 0.00194716 -0.00154448
internal_weight=0 0.0249067 0.0223853 0.021161 0.0199907 0.0170628 0.015031 0.0123778 0.0110806 0.00344086 0.00763969 0.00292796 0.00231363 0.00633601 0.00516528 0.00315283 0.00252142 0.00265319 0.00203175
internal_count=3121 3020 2622 2352 2278 1669 1149 928 849 330 519 609 210 380 337 269 398 221 520
is_linear=0
shrinkage=0.00388662


Tree=899
num_leaves=31
num_cat=0
split_feature=39 9 1348 14 3 151 16 150 52 1213 42 1 15 0 16 4 157 41 484 159 0 3 43 43 4 0 2 3 0 15
split_gain=0.00158791 0.00161073 0.00145598 0.00147376 0.00149162 0.00130841 0.00148107 0.00145418 0.00131036 0.00114025 0.00108971 0.00130166 0.00140316 0.0016159 0.00129945 0.00127677 0.00104667 0.00109132 0.00108931 0.00107685 0.00103705 0.000887261 0.000876561 0.00114781 0.00117495 0.00160841 0.000744858 0.00166474 0.00071723 0.00164466
threshold=0.16946000000000003 -0.036024999999999995 0.095915000000000014 0.076175000000000007 0.30112000000000005 -0.40381499999999992 -0.54165499999999989 -0.22665999999999997 0.41423000000000004 -0.082704999999999987 -0.11466499999999999 0.111945 -0.095869999999999983 -0.23091999999999999 -0.071854999999999988 0.09173000000000002 -0.083699999999999983 0.079300000000000009 0.073690000000000019 0.091005000000000016 -0.11437499999999999 0.11924500000000002 -0.17390999999999998 0.070450000000000013 -0.0024449999999999997 -0.082974999999999979 0.10276500000000001 0.10299500000000002 -0.084269999999999984 -0.094549999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7 -8 9 -9 -11 12 26 -14 20 21 -15 18 19 22 -13 -16 -18 24 25 28 -12 -28 29 -24
right_child=-2 2 -4 -5 -6 6 7 8 -10 10 11 14 13 16 15 -17 17 -19 -20 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0011266066235906475 0.0011267518219046032 -0.0010326688004388886 0.0011122431323770329 -0.00094993560426408078 0.00077053322019773234 0.00091205986361322195 0.00081558713216189839 -0.0011262961497557926 -0.00094713273294143264 -0.00078254324679992936 -0.00076357713297197261 0.00018136954944409376 0.00096842337091135994 -0.0011263057851332461 1.442178252756271e-05 0.00060850819263419148 0.00040787381865771665 -0.0011114012652654319 0.00053487854340628159 -0.001091603684022751 0.0011230286959741686 -0.0011264497071354304 0.0010614680498261825 0.00027582413838425439 -0.0008235673198223769 -0.00052831291809499431 0.00065294703815356155 -0.0011267093873027507 0.00097827963523963724 -0.00066461552564502828
leaf_weight=0.0014637394120171612 0.0015014306763134746 0.0018198385382817142 0.001304987252439104 0.0024314169782186914 0.0026513930923641729 0.0019120583887541889 0.0021520485663017999 0.0013238073397401342 0.0023713453457609992 0.0025905342087888519 0.0057796452295573175 0.0028721608953290456 0.0019644464432530947 0.0011767106798679086 0.0018937471675570805 0.0020803249303895655 0.0045908473277194118 0.0011694315298882421 0.0041256067185670977 0.0012894392213143027 0.00306794913702646 0.001591046267094498 0.0011926039302210256 0.0059442209591509245 0.0040787376787437034 0.0052571131639833632 0.0016772290805349144 0.0011065354156016838 0.0016532339755101896 0.0016956956172338167
leaf_count=89 23 60 22 99 116 47 20 287 183 120 191 36 14 157 71 38 58 36 122 115 78 16 14 130 166 490 57 6 41 219
internal_value=0 -4.31075e-05 -6.66378e-05 -8.81665e-05 -5.78117e-05 -9.08999e-05 -6.43515e-05 -9.41539e-05 -0.000126518 -9.30373e-05 -6.89545e-05 -3.48522e-05 -0.000125441 -2.31913e-05 0.000301366 -8.96706e-05 -8.37369e-05 -4.41587e-05 -2.3159e-06 -8.85451e-05 0.000667718 -0.000506464 -3.55646e-05 -0.000138269 -0.000315641 -0.000104213 -0.00053306 -5.44594e-05 0.000386709 4.80994e-05
internal_weight=0 0.0742279 0.0727642 0.0714592 0.0690278 0.0663764 0.0645565 0.0626445 0.0604924 0.0581211 0.0567973 0.0542067 0.0427015 0.0341381 0.0115052 0.00556512 0.0321736 0.0309969 0.0298275 0.0257019 0.00594011 0.00348479 0.0244125 0.0198216 0.0138774 0.00979865 0.00856341 0.00278376 0.00454153 0.0028883
internal_count=3121 3098 3009 2987 2888 2772 2712 2665 2645 2462 2175 2055 1816 1562 239 125 1548 1391 1355 1233 114 87 1118 1060 930 764 254 63 274 233
is_linear=0
shrinkage=0.00112622


Tree=900
num_leaves=21
num_cat=0
split_feature=2 123 1 15 457 160 48 4 12 15 50 4 160 52 52 4 0 2 2 4
split_gain=0.000191133 0.000423011 0.000223642 0.000375985 0.000241573 0.000424935 0.000312576 0.000232961 0.000221072 0.000247325 0.00022989 0.000242698 0.000216717 0.000231411 0.000478798 0.000388326 0.000494929 0.000487002 0.000122719 3.88222e-05
threshold=0.099185000000000009 0.084025000000000016 0.13075500000000004 -0.11713499999999999 0.088350000000000026 0.086075000000000013 0.082620000000000013 0.15285000000000001 0.084100000000000022 -0.008624999999999999 0.088280000000000011 -0.097604999999999983 0.083670000000000008 0.10744000000000002 0.14295500000000003 -0.27825499999999997 -0.13455999999999999 0.11982500000000001 0.113445 -0.081114999999999979
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 12 3 -1 5 6 7 8 9 -5 11 -10 13 15 -15 -2 17 18 -17 -11
right_child=1 -3 -4 4 -6 -7 -8 -9 10 19 -12 -13 -14 14 -16 16 -18 -19 -20 -21
leaf_value=-0.0027755410001969864 -0.0029702912448044167 0.0030340848921970504 0.0011564001007803417 -0.0017101764879778642 0.0013341349130972973 -0.0031673270876089654 0.0016990007760019842 0.0012140523765239747 -0.0011005964599800761 0.00025699005702641014 -0.00011649771510438355 -0.00409209863093833 0.0016309355480258201 0.0029432343607091105 -0.0011643908573318897 -0.00088506019853342615 0.0019667502580873446 -0.0035217120742515257 0.0012935560873809989 0.0014799349172487527
leaf_weight=0.0013412194118096474 0.001133776989448167 0.001124470704436221 0.0017668317126737785 0.0011779852268807289 0.0015960328593847004 0.0010908602671073639 0.0014287159678141315 0.0012263961130223322 0.0010963278145634837 0.0010632811039898993 0.0011664685418220078 0.0010662745128166527 0.0016253098132441588 0.0012293538836383178 0.0010475957205553499 0.0010525040017146398 0.0015917040443094131 0.0010775638918900654 0.00100975143104165 0.0010077434390609596
leaf_count=179 111 133 90 85 80 178 123 40 59 132 321 857 108 63 101 43 274 44 42 58
internal_value=0 0.000441019 -0.000335681 -0.000534474 -0.000282314 -0.000532207 -0.000220879 -0.00057234 -0.000905389 -7.69204e-05 -0.00171393 -0.00257556 0.000142497 -0.000154617 0.00105337 -0.000623564 -6.12371e-05 -0.00108931 0.000181666 0.000852065
internal_weight=0 0.010892 0.0150281 0.0132613 0.0119201 0.0103241 0.00923319 0.00780448 0.00657808 0.00324901 0.00332907 0.0021626 0.00976756 0.00814225 0.00227695 0.0058653 0.00473152 0.00313982 0.00206226 0.00207102
internal_count=3121 919 2202 2112 1933 1853 1675 1552 1512 275 1237 916 786 678 164 514 403 129 85 190
is_linear=0
shrinkage=0.0044645


Tree=901
num_leaves=20
num_cat=0
split_feature=41 2 124 12 39 13 43 12 4 48 3 0 47 52 16 1 49 4 0
split_gain=0.000188167 0.0002447 0.000235162 0.000212418 0.000178775 0.000283776 0.000275836 0.000233332 0.000262862 0.000391767 0.000359803 0.000381863 0.000388867 0.000306742 0.000458428 0.000327849 0.00029433 0.000289071 6.85958e-05
threshold=0.078475000000000017 -0.0091949999999999983 0.08919500000000001 0.11650500000000001 0.097050000000000011 -0.47860499999999995 -0.17390999999999998 -0.083994999999999986 -0.27825499999999997 0.091035000000000019 -0.11255999999999998 -0.082974999999999979 0.092530000000000015 -0.0064899999999999992 -0.27167499999999994 0.094465000000000007 -0.043469999999999995 0.0045450000000000013 -0.059114999999999994
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 18 -8 9 -9 -10 12 13 16 -15 -16 17 -12 -7
right_child=-2 2 -4 -5 -6 6 7 8 10 -11 11 -13 -14 14 15 -17 -18 -19 -20
leaf_value=0.0017289070066029747 -0.0012197430617451827 0.001811604905105578 0.0015804960957063979 -0.0016675543863580472 -0.0014739870403864598 0.00051606890353803297 0.0014864590044644027 -0.002716847362831292 0.0016079884389511405 0.0002966272361186189 -0.00065162998934325579 -0.0020178140770917901 -0.0016795657142197149 -0.00081315726331461491 0.0007573593175435329 0.0034139544683417246 -0.0015679504375722148 0.0018872431265097589 0.0018398723267840499
leaf_weight=0.0011411209921305945 0.0016097572623525727 0.0011759963787500915 0.0011827100652777025 0.0010961441185730605 0.0010638439080707931 0.0010133692053235777 0.0010194011704687247 0.0013690144776790031 0.0014415592184295828 0.0010023753401924296 0.0014491848571425159 0.0015586098180888882 0.0016531868743521203 0.0012163150834956192 0.0014203431678460644 0.0011101309212122601 0.0017254162288556883 0.0010284345071633894 0.0010895557846879447
leaf_count=158 148 54 45 128 67 93 106 151 82 37 87 879 132 119 500 20 273 24 18
internal_value=0 7.4154e-05 -9.34032e-06 -9.70707e-05 -1.24221e-05 6.82548e-05 -4.50339e-05 -0.00020899 -0.000324409 -0.00144307 -0.000113925 -0.000336315 -6.34008e-05 0.000272685 0.00103464 0.00192282 -0.000406562 0.00040223 0.00120195
internal_weight=0 0.0237567 0.0226156 0.0214329 0.0203367 0.0192729 0.0180969 0.015994 0.0149746 0.00237139 0.0126032 0.0111616 0.00960301 0.00794982 0.00374679 0.00253047 0.00420304 0.00247762 0.00210292
internal_count=3121 2973 2815 2770 2642 2575 2521 2410 2304 188 2116 2034 1155 1023 639 520 384 111 111
is_linear=0
shrinkage=0.00366245


Tree=902
num_leaves=31
num_cat=0
split_feature=31 39 42 160 1 43 48 474 14 484 42 453 159 15 151 1213 403 130 52 457 150 2 1 484 0 0 49 4 48 150
split_gain=0.00208066 0.00146056 0.00156445 0.00138336 0.00129364 0.00117551 0.00126178 0.00118496 0.00098796 0.0012483 0.000944183 0.000859063 0.000856487 0.000858279 0.00169359 0.00112038 0.00111659 0.000990019 0.000915997 0.000929257 0.000824526 0.00088978 0.00105615 0.000844126 0.000814457 0.00143747 0.000767372 0.000755579 0.00073212 0.00053291
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 -0.40698999999999991 0.104035 0.26746000000000009 -0.086869999999999989 -1.0000000180025095e-35 0.062655000000000016 0.085515000000000022 0.079510000000000011 1.0000000180025095e-35 0.091005000000000016 -0.095869999999999983 -0.055494999999999996 -0.082704999999999987 -0.092474999999999988 -1.0000000180025095e-35 -0.15275999999999998 -0.0029299999999999994 0.15024000000000001 1.0000000180025095e-35 0.13075500000000004 -1.0000000180025095e-35 -0.033209999999999996 -0.10324499999999999 -0.10774499999999999 -0.49013999999999996 0.14174500000000004 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 8 6 -6 -8 9 12 -11 20 13 14 29 -15 -17 -18 -19 -20 21 22 24 -23 25 -9 -21 -28 -25 -5
right_child=1 -3 3 4 5 -7 7 11 -10 10 -12 -13 -14 15 -16 16 17 18 19 26 -22 23 -24 28 -26 -27 27 -29 -30 -31
leaf_value=0.0012439685000486527 -0.0012437958770190613 0.0012439337216969206 -0.00091802308892704662 -0.0002735387768357911 -0.00083864117305991253 -0.0010161436490287153 -0.00087447508196607075 0.00032538235006128967 -0.0012435299610491324 0.0008016794658977091 -0.00037187951392993158 -0.00061829234484611867 -0.0011670404951195821 -0.0012435838461198829 -0.0010368581315822938 -0.0012434918917992338 -0.00091725802971287377 -0.00088852448254686251 -0.00081687186194291357 -0.00045591133548453998 -0.00036909074496187781 -8.9165752255012829e-05 0.00099431993892052273 0.0010235800213263997 0.00078020499869716755 -0.001180825860420423 -0.00021523823724473241 0.00044951103858463021 6.0530408085689879e-05 0.00097894174158828047
leaf_weight=0.0019811114066818894 0.0017192860841106486 0.0013281860123370839 0.0026833717506029578 0.0010811296842874185 0.001487229190161087 0.0011490285781405865 0.0011714285744801592 0.002120228715781991 0.0012280516087770357 0.0036444817523531006 0.0014947108525369401 0.0011879189628416489 0.0013516451503789986 0.0011805548616781172 0.0041137438610592261 0.0010765772650387353 0.0015308496788595241 0.0013223581007331077 0.0013598071109779388 0.0021536515948614712 0.0016649544795654938 0.0015823305074036407 0.0018817995893058992 0.0086537317878452313 0.0012532677670122885 0.0018211450375247296 0.0032248734511028795 0.014670361415085171 0.0014208955672074816 0.0010215456100013398
leaf_count=86 18 21 239 46 18 17 34 16 74 61 124 20 163 239 172 273 120 189 75 38 6 34 44 285 20 72 29 561 15 12
internal_value=0 -4.78469e-05 -7.22697e-05 -4.2879e-05 -7.2162e-06 0.000212761 0.000271002 0.000343517 -0.0001453 -0.000110918 0.000460355 0.000409615 -0.000197047 -0.000156996 -0.000572848 -5.9514e-05 -4.34658e-06 5.06382e-05 0.000115822 0.000177858 0.000469476 0.000544004 0.000196193 0.000755146 -9.29351e-05 -0.000370574 0.000245325 0.000329718 0.000887754 0.000334956
internal_weight=0 0.0715791 0.070251 0.0685317 0.0658483 0.025394 0.0242449 0.0227577 0.0404543 0.0392263 0.00513919 0.0215863 0.0340871 0.0327355 0.00621642 0.026519 0.0253385 0.0242619 0.0227311 0.0214087 0.0203984 0.0187334 0.00707644 0.011657 0.00519464 0.00394137 0.0200489 0.0178952 0.0100746 0.00210268
internal_count=3121 3035 3014 2996 2757 581 564 546 2176 2102 185 512 1917 1754 230 1524 1285 1012 892 703 492 486 152 334 108 88 628 590 300 58
is_linear=0
shrinkage=0.00124344


Tree=903
num_leaves=31
num_cat=0
split_feature=39 42 9 156 133 151 4 150 160 13 1348 51 13 13 1 15 0 2 156 0 48 0 0 0 150 15 402 16 1 13
split_gain=0.00178388 0.0019473 0.00167495 0.00129229 0.00120873 0.00126821 0.0014373 0.00165009 0.00124498 0.00124896 0.00139384 0.00108828 0.00157777 0.00132201 0.00108728 0.00143188 0.00109723 0.00139555 0.00105558 0.00114449 0.00156606 0.00137316 0.00124561 0.00123035 0.00140968 0.00161919 0.000938643 0.000884188 0.000845314 0.000795152
threshold=0.16946000000000003 -0.26584999999999998 -0.036024999999999995 -1.0000000180025095e-35 -0.25159999999999993 -0.5225749999999999 0.27287000000000006 -0.22665999999999997 -0.091944999999999985 -0.084034999999999985 0.084895000000000012 0.045645000000000005 -0.53104499999999988 -0.47860499999999995 0.10672000000000002 0.091475000000000015 -0.084269999999999984 0.089885000000000007 0.091255000000000017 -0.061629999999999997 0.092475000000000016 -0.053834999999999994 -0.030209999999999997 -0.10607499999999999 0.087380000000000013 -0.11033999999999998 -0.10435999999999998 -0.54165499999999989 0.10781 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 11 18 12 -10 -14 15 16 17 -15 19 20 23 -21 -23 24 25 -11 -25 -8 -29 -30
right_child=-2 2 3 4 5 6 27 8 9 10 -12 -13 13 14 -16 -17 -18 -19 -20 21 -22 22 -24 26 -26 -27 -28 28 29 -31
leaf_value=-0.0011955830135010153 0.0011957211777322049 0.0011956258094012709 -0.0011952321131454362 -0.00083303486476451322 -0.001132637831677587 0.0010238390578396438 0.0011954475564146555 -0.0007237252795620631 -0.00088978580120280986 -0.0011953925550267576 0.0009911710546376515 0.00096349396564184573 0.0010539948797655325 -0.0011263252418506218 0.0008614935736398771 -0.0011953805507068883 0.00056299710273231319 0.00047202507395342411 -0.0010492299143513239 0.0011052871296437781 0.00021406005061794052 -0.0010410694678915386 0.00020128047954425066 0.00014227600852530865 -0.00092798683838396544 0.00037477289513282669 -0.0011197905983794428 -0.00038802990285211498 0.0010441930039008236 0.00010118105449638212
leaf_weight=0.0020508057099704038 0.0016870534169299836 0.0015974146266835012 0.0013610462087960675 0.0025146133754940783 0.0013575925717077544 0.0020257372524383746 0.0019281498107801553 0.003918929207889831 0.0019428781592409896 0.0011480082650052736 0.0014459890551279378 0.0025204566095027294 0.0024571088808897903 0.0017202481524929442 0.0020286977884325106 0.0014454543078308291 0.0036271231889060136 0.0014280181353640842 0.0019998676630299519 0.0018895232546753959 0.0059544467429208927 0.0014233631596525242 0.0060638392486680563 0.0010029923343921618 0.0028323097021711874 0.0051311089205796547 0.0052363096465368724 0.0019469628880415257 0.0023733357850446168 0.002765479334861709
leaf_count=18 23 89 163 181 46 14 51 347 11 33 27 97 14 251 20 47 64 33 160 23 96 50 90 140 20 90 699 26 132 66
internal_value=0 -4.69776e-05 -1.47479e-05 -4.17934e-05 -1.94076e-05 1.08518e-05 3.42819e-05 -3.55709e-05 -7.44375e-05 -2.48347e-05 -0.000157111 0.000238083 0.000113276 0.000266646 7.78965e-05 -0.000115476 0.00011491 -0.000401332 -0.000207916 -0.000153079 -0.000306213 0.000194863 -3.48979e-05 -0.000508024 -0.000228029 8.77002e-05 -0.000916908 0.000477878 0.000282616 0.000536706
internal_weight=0 0.0751378 0.073087 0.0714896 0.0701285 0.0676139 0.0662563 0.0572424 0.0552167 0.0512977 0.0341278 0.01717 0.0146495 0.0127067 0.0102495 0.00822084 0.00677539 0.00314827 0.0326818 0.0306819 0.0213052 0.00937673 0.0074872 0.0153507 0.00911143 0.00627912 0.0062393 0.00901393 0.00708578 0.00513882
internal_count=3121 3098 3080 2991 2828 2647 2601 2326 2312 1965 1428 537 440 429 415 395 348 284 1401 1241 1078 163 140 982 143 123 839 275 224 198
is_linear=0
shrinkage=0.00119516


Tree=904
num_leaves=31
num_cat=0
split_feature=31 39 42 156 133 1 48 48 474 47 0 14 484 159 3 403 47 13 484 11 457 0 1374 4 1 52 15 43 133 2
split_gain=0.0013981 0.00131475 0.00124695 0.00115805 0.00115947 0.00126907 0.00103328 0.00101185 0.001117 0.000985504 0.000966965 0.000852183 0.00078187 0.000887928 0.00104132 0.00103916 0.000946885 0.000743953 0.000724968 0.000716275 0.000693596 0.000669891 0.00110301 0.0010572 0.00057616 0.000553997 0.00061784 0.000534069 0.000754027 0.000518512
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 -1.0000000180025095e-35 -0.25159999999999993 0.104035 -0.086869999999999989 0.12879500000000002 -1.0000000180025095e-35 0.087885000000000019 -0.11756999999999999 0.062655000000000016 0.085515000000000022 0.091005000000000016 -0.12018999999999998 -1.0000000180025095e-35 0.086380000000000012 0.14871000000000004 0.088860000000000008 0.080150000000000013 -0.0029299999999999994 -0.10096999999999999 -0.094929999999999987 -0.0029599999999999995 0.077565000000000009 0.13796000000000003 1.0000000180025095e-35 -0.0030899999999999994 0.097125000000000003 0.090050000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 11 -7 8 -8 25 -9 12 13 14 17 -16 20 19 -14 -6 -17 22 -22 27 -24 26 -10 29 -29 -23
right_child=1 -3 3 4 5 6 7 10 9 -11 -12 -13 18 -15 15 16 -18 -19 -20 -21 21 23 24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0011955395256130689 -0.0011954239738016835 0.0011956058239685559 -0.001195232656428186 -0.00086732794153615057 0.0010602329192190517 -0.00083235016953582422 -0.00074746404083272369 -0.00080655478812634979 0.0010737190845278007 0.00011887944338964633 0.00032081027640830655 -0.0011952322771260227 0.00090866794475999999 -0.0011281274403890022 -0.00099331560111329134 -0.00096768756619039259 -0.00088136302688576361 -0.00022162076919994453 -0.00011033690793822258 -0.00012636496242240619 -0.00061398607233896214 0.00047579619455890594 -2.7107656155019804e-06 -0.0010448803558954646 0.00080677242876099316 9.6395758101804979e-05 0.00030121129116448804 -0.00089552102443874002 0.00029774133583199884 -0.00030575918677216822
leaf_weight=0.0013464611465145984 0.0013511456196937379 0.0012148112509890998 0.0012024386930651323 0.0021706333354840615 0.0023882593122266293 0.0011858291301223281 0.001029176977624501 0.0019955878919972747 0.006186863234034945 0.0051601598841699578 0.0023862746152190075 0.0010189417685921845 0.0020410974846143395 0.0012756628024472852 0.0022400289951507437 0.001102932596153571 0.0021799968637994374 0.0019739690197440041 0.0019500981055298183 0.0010444205781254823 0.0015163905081863049 0.003595067698200614 0.0018925168220391584 0.0017065655552186707 0.0037340988224059402 0.0014902767036488749 0.0019433600894558367 0.0018505663747578806 0.0012793737082006373 0.0018295994470491905
leaf_count=86 18 21 163 181 29 19 26 25 293 89 33 79 71 162 640 111 93 26 135 40 12 198 42 133 52 36 36 120 24 128
internal_value=0 -3.54879e-05 -6.01176e-05 -3.42803e-05 -1.02812e-05 2.29407e-05 0.000251905 0.000315581 0.000456433 0.000540261 -0.000192614 -0.000118444 -8.57904e-05 -0.000152726 -0.000108811 -0.000220074 -0.000136347 0.000363009 0.000410782 0.000699201 -4.85895e-05 9.65529e-06 0.000290689 -0.000185978 0.000534502 0.000766277 0.000889067 -1.46349e-05 -0.000407771 0.000212198
internal_weight=0 0.0619361 0.0607213 0.0593702 0.0581677 0.0559971 0.0213775 0.0201917 0.0158098 0.0147807 0.00438186 0.0346196 0.0336006 0.0296094 0.0283338 0.0229271 0.0206871 0.00540665 0.0039912 0.00343268 0.0185071 0.0174042 0.00714301 0.0102612 0.00562662 0.0096205 0.00813022 0.00855461 0.00312994 0.00542467
internal_count=3121 3035 3014 2996 2833 2652 557 538 480 454 58 2095 2016 1810 1648 1553 913 95 206 69 820 709 106 603 94 365 329 470 144 326
is_linear=0
shrinkage=0.00119516


Tree=905
num_leaves=20
num_cat=0
split_feature=1 0 42 43 52 4 2 47 47 49 3 2 43 4 2 2 3 2 16
split_gain=0.000207225 0.000282118 0.000219628 0.000312541 0.000264061 0.000218697 0.000209082 0.000405221 0.000215237 0.00023929 0.0002786 0.000406833 0.000151339 0.000281478 0.000231256 0.000388594 0.000245265 0.00021353 0.000133482
threshold=0.104035 -0.019414999999999998 0.091735000000000025 0.13895500000000002 -0.10925999999999998 0.098655000000000007 0.13754500000000003 0.13148500000000005 0.10980000000000002 -0.043469999999999995 0.12178000000000001 0.10467500000000002 -0.17390999999999998 -0.27825499999999997 0.089885000000000007 0.084245000000000014 -0.082094999999999987 0.073895000000000002 -0.085254999999999984
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 3 4 -1 12 7 8 9 -2 11 -11 -6 -14 15 17 -16 -15 -18
right_child=1 -3 -4 -5 5 -7 -8 -9 -10 10 -12 -13 13 14 16 -17 18 -19 -20
leaf_value=-0.001988491038326135 0.00096117442137063096 0.0018688201805705581 -0.0013861287653575236 0.0013368389725215567 0.0010116744334921009 -0.0016780321034884473 0.0013330986846211471 -0.0020551492737765097 0.0017151853630641726 -0.0014124319348577398 -0.0016357636345760828 0.0014665306798564155 -0.0017243432844223803 -0.00045962754499217188 0.0021939592594573888 -0.0020511038152953194 0.00097743962599815401 0.0014433717957598412 -0.00078365629970443692
leaf_weight=0.0010118590398333635 0.0019923759988209628 0.0012977427860159105 0.0018296268621379461 0.0015680277494891657 0.0015164250160122393 0.0010095868255293192 0.0015064507215374343 0.0010607811178502402 0.00100139966357915 0.0010207623899640677 0.0015679621952440215 0.0013683539639064435 0.0011957012940015986 0.0019330770904755134 0.0010136512197553849 0.0012553701654544058 0.0010515577678003041 0.0011030446442129582 0.0010002176700383281
leaf_count=318 99 155 482 160 90 110 133 31 59 87 39 88 52 260 108 541 48 148 113
internal_value=0 0.000359307 -0.000263242 -0.000112826 -0.000300834 -0.000146693 0.000153492 -6.83127e-05 0.000234902 -1.42566e-05 -0.000505383 0.000236479 6.84864e-06 -0.000171312 8.10979e-05 -0.000436046 0.000805081 0.000231746 0.000118925
internal_weight=0 0.0108158 0.0154881 0.0136585 0.0120905 0.0110786 0.00951809 0.00801164 0.00695085 0.00594945 0.00395708 0.00238912 0.010069 0.00855262 0.00735692 0.00429149 0.00306543 0.00303612 0.00205178
internal_count=3121 691 2430 1948 1788 1470 536 403 372 313 214 175 1360 1270 1218 949 269 408 161
is_linear=0
shrinkage=0.00345121


Tree=906
num_leaves=31
num_cat=0
split_feature=39 9 42 151 150 159 4 50 11 1213 1374 133 13 13 403 131 3 0 123 3 16 43 16 457 16 1 0 4 2 43
split_gain=0.00164211 0.00150011 0.00137764 0.00125184 0.00132969 0.00145281 0.00175905 0.00118319 0.00100914 0.00104444 0.0010185 0.000796201 0.00101496 0.00114731 0.00107358 0.00140138 0.000835812 0.00147101 0.00123846 0.000815885 0.000797046 0.000665275 0.000662387 0.000652572 0.000646207 0.00148271 0.000631912 0.000497092 0.00115939 0.000463431
threshold=0.16946000000000003 -0.036024999999999995 -0.26584999999999998 -0.40381499999999992 -0.22665999999999997 -0.032739999999999991 0.27287000000000006 0.12394500000000001 0.081790000000000015 -0.082704999999999987 0.093235000000000012 -0.25159999999999993 -0.091054999999999983 -0.53104499999999988 -0.088999999999999982 0.10033500000000002 -0.12018999999999998 -0.10607499999999999 1.0000000180025095e-35 -0.078934999999999991 -0.095094999999999985 -0.029804999999999995 -0.16075999999999999 0.088585000000000011 -0.54165499999999989 0.111945 -0.23051499999999997 -0.083854999999999985 0.087015000000000023 0.05259500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 22 7 8 9 -7 11 -11 13 -13 -14 16 20 21 23 29 -16 -18 -6 27 -8 -26 -23 28 -19 -15
right_child=-2 2 3 4 5 6 24 -9 -10 10 -12 12 14 19 15 -17 17 18 -20 -21 -22 26 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0012438154300543115 0.0012440172931925395 -0.0012437554688154641 -0.0010699420443498083 0.00094391550233198453 5.8815559515655614e-05 -0.0012435295642565535 0.0012437300096640003 0.0011461645749333261 -0.0011175588202319104 -0.00097307837976269996 -0.0012277474454729142 -0.00059575746628703983 -0.001243522232185107 -0.00076011833263686472 -0.0005277082055127662 0.0010126199250458975 0.00071487521862072961 0.000407873850785155 0.00042459070604284905 0.00071783284753515529 0.00064958790529158451 0.00032641412744874738 -0.00098650294180869006 7.4827391618777385e-05 -0.00034727130429086336 0.00096389103115918995 -0.0003539307382266207 -0.0012316775486257172 -0.0012435825161020608 0.00035174752064715426
leaf_weight=0.0013393960894667592 0.0015331726803253778 0.0015500715203273776 0.0018285761988678919 0.0021103320330553279 0.001270279714624678 0.0011763156507806896 0.001700896687324871 0.0011638978422112691 0.001525803799466984 0.0013178042035404394 0.0011144321194933573 0.0017471857986492987 0.0012497129941149146 0.0010202203005071917 0.0012074921016846929 0.0017455575630638256 0.0019781449292395345 0.0011435845237670484 0.0014981199220471817 0.0069244660135581162 0.0033722698587723551 0.0035068457707438947 0.0035753108371032729 0.001107654613768716 0.0024570949497046959 0.0029161688783077011 0.0053023955162245636 0.0040278135577871809 0.0015456247408307533 0.0013420454070001142
leaf_count=89 23 18 64 21 34 282 51 39 113 134 31 13 298 64 18 41 38 77 39 99 51 34 376 41 42 165 69 665 68 24
internal_value=0 -5.82224e-05 -8.61586e-05 -5.6683e-05 -2.53044e-05 -6.12279e-05 -6.48784e-07 -9.12279e-05 -0.000124069 -8.82563e-05 -5.52327e-05 -2.25957e-05 9.75397e-06 0.000328649 -0.000117341 -6.41021e-05 -0.000140225 -0.000249403 -0.000611155 0.000502565 0.000339184 6.3234e-05 -0.000712471 -0.000809459 0.000575764 0.000364321 -8.30942e-05 -0.000955281 -0.000541302 -0.000128447
internal_weight=0 0.0637655 0.0624261 0.060876 0.0590475 0.0569371 0.0520915 0.0450174 0.0438535 0.0423277 0.0411514 0.0400369 0.0387191 0.0110339 0.0276852 0.0264355 0.0246899 0.0201102 0.0093228 0.00928673 0.00457976 0.0107874 0.00484559 0.00782468 0.00707416 0.00537326 0.00880924 0.00671702 0.00268921 0.00236227
internal_count=3121 3098 3009 2991 2927 2906 2496 2238 2199 2086 1804 1773 1639 200 1439 1141 1100 1031 890 187 69 141 410 851 258 207 103 810 145 88
is_linear=0
shrinkage=0.00124344


Tree=907
num_leaves=31
num_cat=0
split_feature=39 9 1348 3 52 14 159 1 157 0 0 48 48 0 1 15 12 12 132 42 123 159 133 52 13 3 49 12 1 3
split_gain=0.00197881 0.00198532 0.00199071 0.00184582 0.00156775 0.00118598 0.00119778 0.00138966 0.00137556 0.00140485 0.00156711 0.001415 0.00153551 0.00154487 0.00120906 0.00115568 0.00191106 0.000998192 0.000994123 0.00134341 0.00137651 0.00121073 0.00135639 0.000924806 0.00113591 0.00201111 0.000853704 0.000813138 0.000800066 0.00133506
threshold=0.16946000000000003 -0.036024999999999995 0.095915000000000014 0.31299000000000005 -0.24164999999999998 0.076175000000000007 -0.032739999999999991 0.13471500000000003 -0.076494999999999994 -0.077999999999999986 -0.10607499999999999 0.12879500000000002 0.097945000000000018 -0.11756999999999999 1.0000000180025095e-35 0.090455000000000021 0.088615000000000013 0.10345000000000001 0.080640000000000017 -0.088934999999999986 1.0000000180025095e-35 0.10519500000000001 0.10622000000000002 0.11434500000000002 -0.15078499999999997 -0.116045 -0.020744999999999996 0.095110000000000014 0.077565000000000009 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 -1 3 4 17 6 -6 8 14 10 11 12 13 28 -8 -12 -17 -3 19 -11 21 22 23 24 -21 -26 -14 -15 -10 -30
right_child=-2 2 -4 -5 5 -7 7 -9 9 18 15 -13 26 27 -16 16 -18 -19 -20 20 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.0013463245050992887 0.0013464307440584423 -0.0011748473252703355 0.0013240905565007903 0.00086777419922217974 -0.00084915610462355439 -0.0012503712316705806 -0.00083547447489679095 0.0007731326422895481 -0.0013461562065231916 -0.0013259377057486634 -0.0011863106780915845 -0.0013462396130932714 0.001346170498146618 -0.00026686148933007415 0.00065964697038168425 0.00072701917433793512 -0.001346189876295562 0.00010580864136653512 0.00078223603154508399 0.0013463594522807323 0.0013461384855801705 -0.0012943809221787714 -0.0011677850432359482 -0.00086938024083306009 0.00086250397150837909 -0.00065834754553135858 -5.1202933953376161e-06 0.0011912364444071142 0.00027957136450971413 -0.00070979227979488203
leaf_weight=0.0013174772885946586 0.0013576409991742358 0.0064401150440307467 0.0013124151540750964 0.0021994582089916994 0.0061302521031896253 0.0023796930489510251 0.0012390740201624331 0.0024275289462138963 0.0019150380156247567 0.0015929654894648584 0.0079745142597174024 0.0020861940465692888 0.0016282861533909454 0.0012286893906292519 0.0046829855461538727 0.0017394199612077452 0.0015000822789055235 0.0013303128323709501 0.002361044613763851 0.0016896435072339989 0.0012173723648487558 0.0014836777547309063 0.0015390362387606169 0.0012716436519255589 0.0031565310176233687 0.0031439923807781191 0.0017650670642126434 0.0015887560725786898 0.0035586344402247514 0.0080830204167341435
leaf_count=89 23 310 22 106 406 82 111 60 45 33 833 20 15 38 92 47 101 52 64 12 39 58 116 32 33 103 28 14 75 62
internal_value=0 -0.000292239 -0.000319681 -0.00034757 -0.000383139 -0.000317124 -0.000282959 -0.000224004 -0.000266887 -0.000338822 -0.000501888 -0.000291998 -0.000180736 -0.000351507 0.000346822 -0.000910919 -0.000233 -0.000955596 -2.9917e-05 -0.000156949 -1.90306e-05 -0.000154316 2.29084e-06 0.000196722 0.000366394 0.000103592 0.000643291 0.000555359 -0.000539978 -0.000407362
internal_weight=0 0.0799829 0.0786654 0.077353 0.0751536 0.0673831 0.0650034 0.0588732 0.0564457 0.0505236 0.0330677 0.0218537 0.0197675 0.0163741 0.00592206 0.011214 0.0032395 0.00777043 0.0174559 0.0150949 0.0135019 0.0122845 0.0108008 0.00926181 0.00799017 0.00630052 0.00339335 0.00281745 0.0135567 0.0116417
internal_count=3121 3098 3009 2987 2881 2519 2437 2031 1971 1768 1278 297 277 234 203 981 148 362 490 426 393 354 296 180 148 136 43 52 182 137
is_linear=0
shrinkage=0.00134594


Tree=908
num_leaves=31
num_cat=0
split_feature=31 39 42 151 2 1446 41 3 1 1212 3 457 150 123 13 13 15 1348 0 403 403 13 457 47 3 43 16 1 150 1
split_gain=0.003231 0.00209994 0.00185579 0.00136683 0.00169754 0.0015636 0.00136308 0.00139541 0.00151358 0.0012151 0.00126818 0.00202506 0.00156163 0.00114488 0.00180003 0.0017002 0.00140177 0.00129954 0.00165375 0.0010466 0.00104464 0.00104306 0.00112128 0.00103658 0.00138751 0.00151844 0.00160641 0.000998878 0.000958621 0.00124047
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 -0.40381499999999992 0.099185000000000009 0.091725000000000015 0.078475000000000017 -0.12018999999999998 0.13075500000000004 -0.50120999999999993 0.090900000000000009 0.082380000000000009 0.08826500000000001 0.08592000000000001 -0.53104499999999988 -0.47860499999999995 -0.074054999999999996 0.089175000000000018 0.056435000000000006 0.085340000000000013 -1.0000000180025095e-35 0.043850000000000007 0.082380000000000009 0.086380000000000012 -0.10217499999999997 -0.16318499999999997 -0.083539999999999989 0.10124500000000002 0.081835000000000019 0.104035
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 6 13 7 21 9 -9 12 -12 19 14 -6 -16 28 18 27 20 -11 -5 -23 24 -22 -26 -27 -18 29 -17
right_child=1 -3 3 4 5 -7 -8 8 -10 10 11 -13 -14 -15 15 16 17 -19 -20 -21 23 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0013206604297622724 -0.0013200057520251763 0.0013203424417614043 -0.001142002880625157 0.00095881014679290622 -0.0011303309429636823 -0.0012719256154577576 -0.0010820171603867013 0.0011111976808246312 0.00086982610102868084 -0.0010883831514131748 -0.00053051243367681995 0.00086218357982242833 -0.0013109900416723174 0.0010998200588654096 0.0013202448867240353 -0.00084036584653684977 -0.0013197525820297451 0.0013200644818946849 0.00034460465110260226 -0.0013196877489151586 -0.0013199408086524481 -0.00071760659306080183 0.00090518413668647817 -0.00068693120216368217 0.001169656919958636 0.00052350807108118087 -0.00053264521315922431 -0.00029031511673270003 0.0013197526040733356 0.00057638554158993805
leaf_weight=0.003065425172955826 0.0020834033962557888 0.0018789512554917556 0.0019760929498886517 0.0032414367448154726 0.0017034478353252771 0.0012026053308815668 0.002822234592571248 0.0010290532056487214 0.0020368290958927551 0.0024071329806867317 0.0037648086533863525 0.0035154733237163782 0.0034277059086225128 0.0025984329740253989 0.0024324672490649837 0.0013082555955641305 0.0023654855967834044 0.0010384452661753594 0.0054331035130417149 0.0018015379160187797 0.0012159282258181634 0.001969427159806969 0.0011889581532216198 0.0048490709996631401 0.0021333369945750703 0.0045756439212904969 0.0055481103180845806 0.0053602372665864095 0.0021871345815469567 0.0060639413150909149
leaf_count=86 18 21 64 49 9 47 86 25 38 605 65 23 98 112 22 121 204 16 105 170 18 51 16 169 17 166 473 74 57 96
internal_value=0 -5.88022e-05 -9.0684e-05 -5.83444e-05 -3.06132e-05 0.000203874 -0.000193852 -0.000135155 -0.000235304 -0.000300991 -0.000344712 0.000141987 -0.00048121 0.000262081 0.000184039 0.000269531 0.000161947 -0.000101071 -0.000213221 -0.000354972 -0.000271131 0.000432961 -0.000106715 -0.000163761 2.45328e-05 0.000157907 -5.52945e-05 -0.000605511 0.000552573 0.000324972
internal_weight=0 0.0831587 0.0812797 0.0791963 0.0772202 0.0316936 0.0455267 0.0427045 0.0363046 0.0342678 0.0332387 0.00728028 0.0259585 0.030491 0.0278925 0.0261891 0.0237566 0.0141973 0.0131588 0.0225308 0.0207292 0.00639982 0.00315839 0.0183221 0.013473 0.0122571 0.0101238 0.00772572 0.00955933 0.0073722
internal_count=3121 3035 3014 2996 2932 863 2069 1983 1867 1829 1804 88 1716 816 704 695 673 399 383 1618 1448 116 67 843 674 656 639 278 274 217
is_linear=0
shrinkage=0.00131955


Tree=909
num_leaves=31
num_cat=0
split_feature=31 39 42 156 151 1348 4 150 1456 11 0 0 14 50 133 16 0 0 133 1 49 42 3 16 1 4 2 2 16 4
split_gain=0.00164271 0.0012452 0.00120352 0.000943925 0.000917477 0.00121887 0.00125498 0.0010738 0.000972728 0.000902026 0.000931125 0.00096542 0.00115112 0.00107794 0.00102669 0.000869683 0.000841645 0.000865485 0.000647524 0.000627538 0.000746345 0.000606223 0.000612187 0.000554591 0.000743736 0.000459591 0.000592664 0.00042534 0.000417508 0.000350534
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 -1.0000000180025095e-35 -0.40381499999999992 0.090205000000000021 0.27287000000000006 -0.22665999999999997 -1.0000000180025095e-35 0.081790000000000015 -0.062294999999999996 -0.10607499999999999 0.076175000000000007 0.10030500000000002 0.083950000000000011 -0.014754999999999999 -0.053834999999999994 -0.0058249999999999994 0.091580000000000009 0.086105000000000015 -0.081404999999999991 0.086835000000000009 -0.10831999999999999 -0.54165499999999989 0.111945 0.033845000000000007 0.090675000000000019 0.088850000000000012 0.013515000000000001 0.50822500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 7 -6 -9 10 11 12 15 14 27 19 -12 -18 -16 -10 -21 22 -19 -8 -25 26 -22 -13 -17 -26
right_child=1 -3 3 4 5 -7 23 8 9 -11 16 13 -14 -15 18 28 17 21 -20 20 25 -23 -24 24 29 -27 -28 -29 -30 -31
leaf_value=0.0014575420465843955 -0.0014572272271211292 0.0014573833442916701 -0.0014569625293915699 -0.0012340857609240076 0.0011808667270145827 0.0014165196869266826 0.0014571322884408919 -0.0014569838768662216 -0.00078202447899014364 -0.0014569535102098405 0.0012277572764404739 -0.0014550977218725759 -0.0014571311925638056 0.00041618763808958474 0.00049037988740987918 0.0012273918747461219 -0.00069135110427619433 0.001047577640661996 -0.00075899812353926452 0.00081437105515085614 -0.00055917058133067078 -0.00041194681963867378 0.00015008004406302691 -0.00029758649968304025 0.00043907457555126178 -0.00052324345633234653 0.00080609698432794106 -0.00058667773125867565 0.00011930283405681441 0.0014570432603331236
leaf_weight=0.001550915582580358 0.0013418843957921913 0.0011198068391280449 0.0010065021259384457 0.0013134632173041885 0.0012877788228138334 0.0012559232109339282 0.0011964736964813483 0.0012101600422855787 0.0022157459102913916 0.0010596937852973545 0.001570712634805461 0.0037913986765592024 0.0010825250910642134 0.0019043053038423361 0.0016500842087863177 0.0018401388940816219 0.002374497526766107 0.0026887464129288236 0.0018878404988891262 0.0022213983612573455 0.001113646598241755 0.0019587548329838 0.0040324480015741012 0.0021592011716506923 0.0019277897793266163 0.0034682879571050762 0.0017129439587506567 0.0017494850186792199 0.001187452392969135 0.0011440906404445172
leaf_count=86 18 21 163 64 13 33 40 246 85 96 38 619 42 193 140 46 121 31 330 31 9 33 61 43 87 34 35 242 17 104
internal_value=0 -6.30404e-05 -9.49518e-05 -5.98054e-05 -3.22347e-05 -4.66993e-07 -3.72091e-05 -0.000128941 -0.000170363 -0.000130955 -9.44109e-05 -0.000252928 -1.06148e-05 -0.000580381 -0.000789414 0.000103189 0.000229843 8.80502e-05 -0.00017629 -9.13531e-05 8.83442e-05 0.000301264 0.000509115 0.000562314 0.000357648 -0.000167863 0.000268196 -0.0011809 0.000792788 0.000818207
internal_weight=0 0.0544732 0.0533534 0.0520115 0.051005 0.0496915 0.0484356 0.042008 0.0407203 0.0395101 0.0384504 0.0258253 0.0148421 0.0109831 0.00907881 0.0137596 0.0126252 0.0110544 0.00353792 0.010732 0.00851628 0.00867995 0.00672119 0.00642756 0.00523108 0.00629488 0.00282659 0.00554088 0.00302759 0.00307188
internal_count=3121 3035 3014 2996 2833 2769 2736 2462 2449 2203 2107 1823 299 1524 1331 257 284 246 470 194 109 125 92 274 234 78 44 861 63 191
is_linear=0
shrinkage=0.00145689


Tree=910
num_leaves=31
num_cat=0
split_feature=31 39 3 47 1348 14 132 12 129 123 52 1365 50 0 3 1 475 51 52 51 159 0 0 133 1 42 52 16 48 4
split_gain=0.0019302 0.00154367 0.00163297 0.00170352 0.00144454 0.00129123 0.00112673 0.00121579 0.00110101 0.00132503 0.00125994 0.00110716 0.00104595 0.00111905 0.00105206 0.00116405 0.00108976 0.00156157 0.00133101 0.0010425 0.00103738 0.00115323 0.00117858 0.00198989 0.000986334 0.000908169 0.000872922 0.00143301 0.000764968 0.00119605
threshold=-1.0000000180025095e-35 0.16946000000000003 0.14121000000000003 0.13148500000000005 0.095915000000000014 0.076175000000000007 0.079970000000000013 0.080890000000000017 0.085550000000000015 0.083745000000000014 -0.43320999999999993 1.0000000180025095e-35 0.082190000000000013 -0.26609999999999995 -0.15327499999999997 0.12873500000000002 -0.083589999999999984 -0.071649999999999978 0.10160000000000001 -0.0078149999999999973 1.0000000180025095e-35 -0.059114999999999994 -0.10607499999999999 0.083950000000000011 0.090405000000000013 0.090090000000000017 -0.057699999999999994 -0.061854999999999993 0.086260000000000017 0.0067750000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 8 -8 9 10 -2 12 13 -12 25 16 -16 -18 19 -19 21 22 28 -24 -9 -15 -4 -28 -21 -30
right_child=1 -3 26 -5 -6 -7 7 24 -10 -11 11 -13 -14 14 15 -17 17 18 -20 20 -22 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=0.0011266131827166181 -0.0011262908590356586 0.0011266441991808346 0.00090666495509363716 -0.00088366110420416396 0.0011076843697043735 -0.0010220730623648484 0.0010263473609483749 -0.00067344664843212577 -0.0010852080102166123 0.00061711681095617105 0.0011266137196246796 -0.0011263782279351102 -0.00055136969171695391 0.00099133561186908782 0.00069042348671221276 0.00068325340715376284 -0.0010347465146048384 0.0010237364852381697 -0.00082841819956942537 0.00037481726188882562 -0.0011213303515102519 0.00055798308711377264 -0.0011264139796875194 0.00025805768645669564 0.00056821754346134937 -0.00010110759726691184 0.00059981140065081299 -0.00038255010115168854 -0.00080233355458865041 0.00020859242562828821
leaf_weight=0.0018117091656115738 0.001649066756807648 0.0013876254325424489 0.0026121729864883036 0.0036850262724854579 0.0012414697345661798 0.0019454341372835407 0.0022714683442188735 0.0016106288441584127 0.0015217430978236015 0.0029653155955529078 0.0010426598699950626 0.0013531436818503542 0.0054663522097211361 0.0021278617559374732 0.0017151606430303437 0.0021155046941032643 0.0027852809115884716 0.0010923876629362885 0.0031767580940069698 0.0049749737623869632 0.0012004273266406065 0.0033634047725357606 0.0033919785341778299 0.002152294270687527 0.0016353910888255996 0.0017664862104993517 0.0041307290338039593 0.0034620106388700833 0.0025804154095823151 0.003494996215977153
leaf_count=86 240 21 55 44 18 95 51 170 175 128 13 42 407 43 84 23 153 21 278 48 120 33 414 148 30 17 86 29 28 21
internal_value=0 -5.00176e-05 -7.2529e-05 -0.000140908 -9.42331e-05 -0.000120229 -8.85904e-05 0.000394364 -0.000141952 -0.000112304 -0.000159895 -0.000123511 -9.15408e-05 -2.35704e-05 -5.69404e-05 -0.000124117 -0.000181187 -0.000234175 -0.000146482 -4.91221e-05 -0.000104512 -4.33535e-05 -0.000165232 -0.00058896 -4.78785e-05 0.000495801 0.000345092 0.000151891 4.73632e-05 -0.000220779
internal_weight=0 0.0739182 0.0725305 0.0623256 0.0586406 0.0573991 0.0554537 0.00551749 0.0499362 0.0484145 0.0454492 0.0438001 0.0424469 0.0369806 0.0359379 0.0320436 0.0299281 0.0282129 0.0254276 0.0222509 0.0211585 0.0199581 0.0165947 0.00554427 0.00324602 0.00389435 0.0102049 0.00759274 0.0110504 0.00607541
internal_count=3121 3035 3014 2844 2800 2782 2687 251 2436 2261 2133 1893 1851 1444 1431 1371 1348 1264 1111 833 812 692 659 562 200 60 170 115 97 49
is_linear=0
shrinkage=0.00112622


Tree=911
num_leaves=23
num_cat=0
split_feature=150 160 124 123 484 4 43 0 1 15 12 15 1 49 151 4 13 15 4 12 40 12
split_gain=0.000273525 0.000361042 0.000293461 0.000325928 0.000461425 0.000335238 0.000405605 0.000317355 0.000376472 0.00041916 0.000757637 0.00052345 0.00035626 0.000460386 0.000604847 0.000451088 0.000272355 0.000470943 0.000244704 0.000320834 0.000191311 0.000187331
threshold=-0.22665999999999997 -0.22361499999999998 0.10281000000000001 1.0000000180025095e-35 -1.0000000180025095e-35 -0.49405499999999997 -0.34140499999999996 0.010870000000000003 1.0000000180025095e-35 1.0000000180025095e-35 0.088305000000000008 -0.0063699999999999989 0.13146500000000003 -0.047584999999999995 -1.0000000180025095e-35 0.0049200000000000008 -0.076599999999999988 0.083935000000000023 0.24564500000000003 0.092755000000000018 -0.081804999999999975 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
left_child=-1 -2 3 4 -3 -6 -7 8 16 11 -11 12 13 15 -15 -10 17 -8 -16 -20 -5 -9
right_child=1 2 -4 20 5 6 7 21 9 10 -12 -13 -14 14 18 -17 -18 -19 19 -21 -22 -23
leaf_value=0.0020827482368175341 -0.0021511370305195296 -0.002533797185676403 0.002082470820014096 0.00011825130759811189 -0.0021200701221969556 -0.0024905900299296252 -0.0024269638199287806 0.0029056450651923859 -0.00021422425654937631 -0.0032344898828813827 0.00085118603388223987 0.0029863214757094303 0.0024368997530540737 -0.0031941773908714991 -0.0010828554083310736 0.0035234236167423637 -0.0029799173384404917 0.0015025267268972558 0.0023112855793807957 -0.00075665612716295126 0.0025584237096907916 0.00059968164962101922
leaf_weight=0.0010097445615002689 0.0013899221586671775 0.0013924904266058294 0.0011089515908935246 0.0010170270618372612 0.001290174024621389 0.001014808167683511 0.0010193404486846724 0.001032663130693833 0.0011527561836501849 0.0014387608061792187 0.0016663532371623546 0.001447639294795521 0.0011585896958772324 0.0012432581071664135 0.0017376387849505886 0.0010493008022578465 0.0010808793066971016 0.0010567276556625593 0.0013146685690763604 0.0010374762308629215 0.0011815529691840956 0.0014281191823215522
leaf_count=30 328 492 34 98 106 89 220 54 55 83 203 50 72 73 103 34 611 159 36 20 127 44
internal_value=0 -0.000103318 6.70933e-06 -8.62591e-05 -0.00023398 -8.26998e-05 4.95285e-05 0.000186175 -2.10275e-05 0.000284012 -0.00104192 0.000689991 0.000307615 -1.97813e-05 -0.000674894 0.0015668 -0.00130096 -0.000426836 9.09462e-05 0.000958088 0.00142964 0.00156738
internal_weight=0 0.0272591 0.0258692 0.0247602 0.0225616 0.0211692 0.019879 0.0188642 0.0164034 0.0132464 0.00310511 0.0101413 0.00869369 0.0075351 0.00533304 0.00220206 0.00315695 0.00207607 0.00408978 0.00235214 0.00219858 0.00246078
internal_count=3121 3091 2763 2729 2504 2012 1906 1817 1719 729 286 443 393 321 232 89 990 379 159 56 225 98
is_linear=0
shrinkage=0.00412451


Tree=912
num_leaves=31
num_cat=0
split_feature=39 42 9 160 52 133 401 123 1456 15 1374 150 13 13 160 457 457 2 4 14 13 1 3 16 12 16 4 43 0 0
split_gain=0.00307419 0.00278616 0.00220593 0.00179387 0.00174876 0.00197204 0.00163069 0.00163672 0.00165454 0.00153997 0.00170356 0.00146891 0.00167837 0.00206869 0.0019518 0.00174104 0.0021653 0.00203805 0.00155444 0.00139298 0.00119391 0.00138089 0.00148614 0.00117213 0.00112487 0.00110115 0.00106925 0.00132438 0.00184128 0.00147505
threshold=0.16946000000000003 -0.26584999999999998 -0.036024999999999995 -0.40698999999999991 -0.52017999999999986 -0.40071499999999999 0.10076500000000001 0.088610000000000008 1.0000000180025095e-35 -0.24436499999999997 0.10637000000000001 -0.22665999999999997 -0.084034999999999985 -0.53104499999999988 -0.082179999999999989 0.080930000000000016 0.51789000000000007 0.10981000000000002 -0.39518999999999993 -0.46885499999999997 -0.47860499999999995 0.08844500000000001 -0.10831999999999999 0.029300000000000003 0.088615000000000013 -0.105305 -0.49013999999999996 -0.074359999999999996 -0.060129999999999996 -0.10474999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 7 8 9 19 11 -11 13 -13 -15 17 -17 26 -19 -7 -16 22 -22 25 -23 -20 -14 28 29 -28
right_child=-2 2 3 4 5 6 -8 -9 -10 10 -12 12 15 14 20 16 -18 18 23 -21 21 24 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0013466289342915672 0.0013469981585584269 0.001346645551296968 -0.001019482552303902 -0.0011086381075366197 -0.0012963887420701912 -0.00016914219999172422 -0.0012908461415482189 0.001007467471316653 -0.0011962151820850875 0.0009259441532678814 -0.0013463463927467902 -0.00085012247788945981 -0.0013463516659530303 -0.0011411403674250196 0.0013464809448142879 0.00050151703601120296 -0.0011161083682033775 0.0013468011424721692 -0.00033961572453784783 0.0011499939216672538 0.0010218361928392801 0.0012608338516571138 -0.00038914511246511678 -0.0013461965183033451 0.00028192041249437271 0.0011164567928632491 0.00042363823922800915 -0.00075544156723763732 0.00072110413939898896 -0.00084113122964499763
leaf_weight=0.0030425707572021557 0.0028182460269761114 0.0020391561393324755 0.0034596342926569426 0.0026495813563061068 0.0020698336243309958 0.002234042745158149 0.0016513888540217172 0.0031754611751253483 0.0019694726236147977 0.0031538349610400465 0.0016719865765253408 0.0025758414958545464 0.0025119347570665583 0.0013332145193274405 0.0028490371005034333 0.010324153699173166 0.0017536813647893732 0.0019098802877124399 0.0022950267421038006 0.0041329598339103759 0.0018057960986368436 0.0042105002390044888 0.0053846617901314236 0.0010483951657036528 0.0042964338070703434 0.0015946208039281365 0.0023994437846113223 0.010882987322013106 0.0034555192175957919 0.0054983332012987765
leaf_count=18 23 89 239 224 148 20 161 102 220 16 23 10 38 97 16 132 9 4 30 117 24 71 216 43 41 45 29 597 29 290
internal_value=0 -7.89293e-05 -3.80432e-05 -6.86355e-05 -3.16065e-05 1.50329e-06 3.34394e-05 5.99579e-05 2.20123e-05 5.30417e-05 -3.85742e-06 2.85403e-05 -1.42585e-05 0.000284777 0.000431828 -0.000168011 0.000266641 -0.00033416 0.000315684 0.000687138 0.000544902 0.000399417 -3.47943e-05 -8.31195e-05 0.000766433 0.000257324 -0.000513974 -0.000419944 -9.83445e-05 -0.000456878
internal_weight=0 0.0973794 0.0943368 0.0922977 0.088838 0.0861884 0.0841186 0.0824672 0.0792918 0.0773223 0.0709553 0.0692833 0.0661295 0.0224555 0.0198796 0.043674 0.0120778 0.0315961 0.00684792 0.006367 0.0185464 0.0156974 0.00719046 0.00493804 0.00850693 0.00388965 0.0247482 0.0222363 0.0113533 0.00789778
internal_count=3121 3098 3080 2991 2752 2528 2380 2219 2117 1897 1760 1737 1721 475 465 1246 141 1105 122 137 368 352 240 118 112 75 983 945 348 319
is_linear=0
shrinkage=0.00134594


Tree=913
num_leaves=31
num_cat=0
split_feature=39 9 42 2 123 453 13 13 454 457 1348 15 0 49 41 1 42 1 52 52 48 16 43 0 1 1212 133 1 12 15
split_gain=0.00229221 0.00176157 0.00164673 0.00137976 0.00128117 0.00118656 0.00111446 0.00142659 0.00102083 0.00107779 0.000978214 0.00131812 0.00113059 0.00112388 0.00097263 0.0010315 0.00106081 0.000961457 0.000934616 0.00111609 0.00120845 0.00119838 0.000846174 0.000830922 0.000801223 0.000791295 0.000737281 0.00108753 0.000716981 0.000931809
threshold=0.16946000000000003 -0.036024999999999995 -0.26584999999999998 0.099185000000000009 0.08592000000000001 0.10564500000000002 -0.53104499999999988 -0.47860499999999995 1.0000000180025095e-35 -0.0029299999999999994 0.090205000000000021 -0.074054999999999996 0.056435000000000006 -0.026779999999999995 0.078475000000000017 0.13075500000000004 0.091735000000000025 0.104035 -0.12005499999999998 -0.080979999999999983 0.093265000000000015 -0.50992999999999988 -0.17390999999999998 -0.077999999999999986 0.10124500000000002 -0.46553999999999995 -1.0000000180025095e-35 0.10089500000000001 0.084100000000000022 0.050935000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 8 5 6 -5 -8 9 -4 11 13 24 -9 15 16 18 -15 -11 -20 21 -21 23 -23 -13 -24 -27 28 29 -28
right_child=-2 2 3 4 -6 -7 7 10 -10 14 -12 12 -14 17 -16 -17 -18 -19 19 20 -22 22 25 -25 -26 26 27 -29 -30 -31
leaf_value=0.0012688275294753441 0.0012691247488138954 -0.0012686965700910626 -0.001199477639165314 -0.0010248693285585593 0.0010325253673535849 -0.001209339118455941 0.0012688247275920784 0.0012684850010887181 0.00073588763197081895 -0.0010991535012953562 0.0012688079905096618 -0.0012673034624120301 0.00026048649426640231 -0.00080454553829470627 -0.0010232568867424355 0.00076419870972831735 -0.00091801528565196562 0.00037922660673927718 0.00044793417015393628 0.00097036603093031838 0.00084671198054153934 -0.00047057409442890949 0.00053551269897455752 0.00084237073638726513 -0.00030563450120234487 -0.0012073682620017878 -0.0006429197424371732 0.00053432680971617292 -0.0012363342079378841 0.00065147141726575096
leaf_weight=0.0015681668303528786 0.0021522661442645577 0.0018571712451347358 0.0018862515306397034 0.0012841773859690866 0.002426594470790632 0.0011177255673828759 0.0018152053663271763 0.0018710950728717535 0.0017127886601429046 0.0015100172105997336 0.0010931940469163228 0.0018968143912250265 0.0043295297554806211 0.0013384190114766829 0.0022281141419142605 0.0018442323761327364 0.0030782165663980612 0.0062930909362535203 0.0052410307985777385 0.0011071530190065347 0.0015910570265873494 0.0015078231508169893 0.0010354399061398576 0.0015962505480615575 0.0052537576576128231 0.0026826590195971898 0.0048556235389867336 0.001506554718403664 0.0023145632892784818 0.0010967044848442242
leaf_count=89 23 18 174 10 115 11 19 48 20 172 15 227 109 135 86 41 338 117 140 31 49 50 28 12 79 488 98 20 320 39
internal_value=0 -6.0046e-05 -9.09776e-05 -5.7592e-05 0.000150743 6.93632e-05 0.000126135 0.000188003 -0.000220206 -0.000266885 9.91313e-05 3.81914e-05 -0.000251024 0.000387593 -0.000213893 -0.000155659 -0.000213909 0.000171616 -0.000130692 -7.10871e-05 -0.000212076 -0.000307235 -0.000392469 0.0002046 -0.000560734 -0.000529839 -0.000618399 -0.000456736 -0.000637347 -0.000404431
internal_weight=0 0.0689394 0.0673713 0.0655141 0.0287196 0.026293 0.0251753 0.0238911 0.0367945 0.0350817 0.0220759 0.0209827 0.0114801 0.00950261 0.0331954 0.0309673 0.0291231 0.00763151 0.0260449 0.0245349 0.0192938 0.0177028 0.0165956 0.00310407 0.00715057 0.0134915 0.0124561 0.00977345 0.00826689 0.00595233
internal_count=3121 3098 3009 2991 885 770 759 749 2106 2086 730 715 415 300 1912 1826 1785 252 1447 1275 1135 1086 1055 62 306 993 965 477 457 137
is_linear=0
shrinkage=0.00126831


Tree=914
num_leaves=31
num_cat=0
split_feature=39 9 42 151 4 150 160 1456 1348 11 457 2 43 1212 0 15 14 43 40 403 151 13 2 1 16 12 3 13 2 15
split_gain=0.00231102 0.00231378 0.00214814 0.00161008 0.00218622 0.00222917 0.00187259 0.00177547 0.00163137 0.00161725 0.0017264 0.00162134 0.00204227 0.0019255 0.00181897 0.00178082 0.00134208 0.0011246 0.00109803 0.00110522 0.000965956 0.000841526 0.000830291 0.000779686 0.00179056 0.000718252 0.00146069 0.00100325 0.000845722 0.00143739
threshold=0.16946000000000003 -0.036024999999999995 -0.26584999999999998 -0.40381499999999992 0.27287000000000006 -0.22665999999999997 -0.091944999999999985 0.091180000000000011 0.084620000000000015 1.0000000180025095e-35 -0.0029299999999999994 0.089885000000000007 -0.074359999999999996 -0.50120999999999993 -0.11991499999999998 0.095175000000000023 0.10189000000000002 -0.079109999999999986 0.097265000000000018 0.092070000000000013 -0.0017399999999999998 -0.076599999999999988 0.082275000000000015 0.111945 -0.54165499999999989 0.095330000000000012 0.14121000000000003 -0.14819499999999997 0.11263500000000001 -0.074054999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -7 23 9 10 20 12 17 -14 22 16 18 -12 19 25 -8 -17 -15 24 -6 27 -27 -13 -29 -30
right_child=-2 2 3 4 7 6 8 -9 -10 -11 11 15 13 14 -16 21 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=0.0013200743202803056 0.0013203625720655343 -0.001320071412736327 -0.0011166326553601646 0.0010994808010883269 0.0013200195676338988 -0.00092591259775147894 -0.0012823253470747107 -0.0010910669048138923 0.0010415714613454686 -0.0010766501305166775 -4.5688402869456694e-05 0.0013198273467369672 0.0010885517252719821 0.00052606265691705287 -0.0011951819664198437 -1.5326661325249786e-05 -0.0011061039044152662 0.0011556118624697061 -0.00076214829288790982 -0.00073201040449076397 8.681006342652278e-06 -0.0013197437164739838 -0.0006719982997848155 0.0010615536325175852 -0.0002537509807006192 -0.0012143970199979459 0.00053460254671226434 0.0006362197420600313 0.00068554795918442882 -0.00088414762937769466
leaf_weight=0.0020391090159925787 0.0021351349332121563 0.0024495941390227918 0.0024658709967653172 0.0025078973617382863 0.0020028117598656081 0.0052281900498867264 0.0031291871893159851 0.0010971371211780942 0.0020932703927698517 0.00306813491792468 0.007386094952945399 0.0027888176431076694 0.0010189253219579095 0.001950575064597608 0.0073580517788376446 0.0015980104789345972 0.0011530675692483774 0.0016622752109611838 0.0014607393532060078 0.0013779298242404528 0.0014894997681835767 0.0018676329519839987 0.0020826382318261949 0.0048126656982887539 0.0033886406981764594 0.0012408741158278494 0.0025198565065238654 0.012302235256713707 0.0021461430560023587 0.0019285678735769798
leaf_count=89 23 18 64 14 37 391 112 11 41 156 326 44 20 14 689 45 5 36 13 59 50 115 31 193 46 136 12 269 36 26
internal_value=0 -6.90912e-05 -0.000102193 -6.63035e-05 -3.41936e-05 -0.000121885 -0.000167705 0.000503991 -0.000103377 -0.000143637 -9.29366e-05 -2.40652e-05 -0.000301743 -0.000649342 -0.000804793 0.000172044 0.000286671 0.000175002 0.000349001 0.000415783 -0.000865983 -0.000718276 -9.25824e-05 0.00067549 0.000330872 0.000484768 -4.24896e-05 0.000588227 0.000463644 -5.73917e-05
internal_weight=0 0.0876144 0.0855753 0.0831257 0.0806599 0.0693586 0.0668507 0.0113013 0.0616225 0.0595293 0.0564611 0.0518424 0.0214586 0.0124102 0.0113913 0.0303839 0.0269182 0.00904837 0.0257652 0.0243044 0.00461869 0.00346564 0.00403321 0.0102041 0.00539145 0.0229265 0.00376073 0.0191658 0.0163769 0.00407471
internal_count=3121 3098 3009 2991 2927 2640 2626 287 2235 2194 2038 1876 1116 754 734 760 600 362 595 582 162 160 45 276 83 523 148 375 331 62
is_linear=0
shrinkage=0.00131955


Tree=915
num_leaves=23
num_cat=0
split_feature=160 1 43 51 39 43 16 151 4 15 0 51 3 15 12 42 4 2 2 47 3 1
split_gain=0.000272494 0.00025872 0.000367198 0.000335615 0.00032645 0.000329321 0.000258097 0.000449907 0.000254088 0.000398872 0.0002347 0.000383149 0.000460388 0.0004929 0.000305353 0.000298632 0.000275525 0.000322819 0.000201416 0.000207298 0.000146423 0.000130891
threshold=-0.26568499999999995 0.094385000000000011 -0.27207999999999993 0.087505000000000013 0.084020000000000011 -0.052894999999999991 -0.056919999999999991 -0.0033899999999999994 -0.033174999999999989 -0.055554999999999993 -0.060129999999999996 0.045645000000000005 0.090900000000000009 -0.0063699999999999989 0.088615000000000013 0.083995000000000014 -0.49405499999999997 0.10731 0.090790000000000023 0.094460000000000002 -0.10217499999999997 0.11212500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 10 6 -6 7 -4 -8 -10 11 12 13 -2 15 -15 -12 20 19 -9 -18 -20
right_child=1 2 4 -5 5 -7 8 18 9 -11 16 -13 -14 14 -16 -17 17 -19 21 -21 -22 -23
leaf_value=-0.0019598496469095464 -0.0030349170823295588 -0.0016191191525116119 -0.00098998159422700183 -0.0023103398256532652 0.0034437675156952095 0.0004074320582891811 -0.0018635318671410661 0.0015712005669926941 -0.0010199524696292298 0.0016857247159910757 -0.00077343411368131429 0.0014765548949157456 0.0013358472327352014 -0.0012173633937698626 -0.0022281752975031629 0.0014449843217125607 0.00098649201481339818 -0.00068152760876292128 0.0030182847423236795 -0.00065040675917322859 0.0028453023377238516 0.0012850075216287356
leaf_weight=0.0010193647580338796 0.0017769405584728837 0.0011902201997919812 0.0015418937590432344 0.0011336571308113727 0.0010736118043563891 0.0010033151388135772 0.0012175273225274452 0.0013813447761616979 0.0017818662949373731 0.0014227366039349914 0.001739206765236645 0.0011213636891209688 0.0010767991936972976 0.0011706762840951734 0.0011192149083936176 0.0012811649674815406 0.0013556196163335699 0.0010603127807486956 0.0012192354971602981 0.001091841211273703 0.00112667692769719 0.0013146809347635013
leaf_count=258 690 25 86 171 202 59 166 75 92 45 60 40 22 250 390 188 33 93 36 29 19 92
internal_value=0 4.5528e-05 0.00040694 -0.000323045 0.000591754 0.00197698 0.000329518 0.000809766 -0.000381711 0.000181278 -0.00014742 -0.00057862 -0.000937323 -0.00139502 -0.000579011 0.000173798 0.000468636 0.00107842 0.00136398 0.000590424 0.00183018 0.002119
internal_weight=0 0.0281999 0.0142383 0.0139616 0.0130481 0.00207693 0.0109711 0.006549 0.00442213 0.0032046 0.012828 0.00754616 0.0064248 0.005348 0.00357106 0.00245184 0.00528182 0.00354261 0.0050071 0.00247319 0.0024823 0.00253392
internal_count=3121 2863 907 1956 882 261 621 318 303 137 1785 1580 1540 1518 828 438 205 145 232 104 52 128
is_linear=0
shrinkage=0.00381041


Tree=916
num_leaves=22
num_cat=0
split_feature=3 150 1447 403 3 150 4 133 15 12 15 16 0 1 52 52 2 13 457 4 52
split_gain=0.000268312 0.000245083 0.00033296 0.000240356 0.000352014 0.000257018 0.000446602 0.000278606 0.000364142 0.000459462 0.000297563 0.000287028 0.000233331 0.000437819 0.000230792 0.000286116 0.000355573 0.000279851 0.000297385 0.000224586 0.000186385
threshold=0.30112000000000005 -0.22665999999999997 -1.0000000180025095e-35 0.090990000000000015 -0.24462999999999999 -1.0000000180025095e-35 0.24564500000000003 0.083950000000000011 0.079055000000000014 0.091475000000000015 -0.095869999999999983 -0.083539999999999989 -0.17169499999999996 0.111945 -0.12005499999999998 0.10473500000000001 0.088850000000000012 -0.0044799999999999987 0.088585000000000011 0.09173000000000002 -0.046924999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 7 8 10 -10 -7 -9 -8 -14 19 16 -16 -18 -19 -12 -13
right_child=-2 2 3 -5 5 6 12 11 9 -11 14 20 13 -15 15 -17 17 18 -20 -21 -22
leaf_value=0.00184347357219541 0.0018850893342840405 -0.0024366374146795318 0.0022485064250184618 -0.00179645152712296 -0.0019348642468254719 -0.0017483981696247454 0.0027717112657349328 0.002380564493163078 -0.0037135533811742095 -0.00022956495007907772 -0.0023921218574371444 0.0013078018934652147 -0.00081478593416814469 0.0020142259995354632 -0.0004790370835933881 -0.0010624585063136785 0.0034859313817408228 -0.00049714267962846722 0.0024898609722295985 0.00015021050421890281 -0.00087699222228315005
leaf_weight=0.00101745639915407 0.0011556310585909549 0.0010266051315219729 0.0010898309432576482 0.00127816909239331 0.0011881968178295557 0.001830517022354255 0.0010639384361734727 0.0011181291249484637 0.0012438719320057032 0.0012319008421042277 0.001096290768611838 0.0010248108837449532 0.0017700397114950297 0.0018082801521437375 0.0019472369078224047 0.0016290384255646106 0.0010001759278797095 0.0011617886355423934 0.001026546795884542 0.0011793399358737133 0.0016935393617678587
leaf_count=30 132 298 49 226 94 142 55 152 383 178 199 216 72 150 155 79 52 54 20 15 370
internal_value=0 -0.000103957 -0.000178988 -8.7673e-05 2.94086e-06 -0.0001034 -3.69328e-06 -0.000304345 -0.0005804 -0.00197998 -0.000261656 0.00065602 0.00110916 0.000614836 3.93823e-05 0.000414107 0.000882467 0.00171394 0.000904059 -0.00107456 -5.33306e-05
internal_weight=0 0.0274257 0.0264082 0.0253816 0.0241035 0.0230136 0.0218254 0.0171832 0.0133467 0.00247577 0.0108709 0.00383648 0.00464226 0.00357832 0.00904042 0.00676479 0.00513575 0.00318851 0.00218834 0.00227563 0.00271835
internal_count=3121 2989 2959 2661 2435 2386 2292 2015 1277 561 716 738 277 222 574 360 281 126 74 214 586
is_linear=0
shrinkage=0.00404364


Tree=917
num_leaves=31
num_cat=0
split_feature=39 9 42 376 133 52 151 1 1447 16 42 42 43 52 2 1 0 2 159 1374 47 48 48 14 15 1 16 0 12 457
split_gain=0.00178146 0.00172817 0.00160028 0.00122375 0.00118966 0.00135157 0.00111802 0.00128878 0.00118203 0.0010574 0.00103148 0.000948996 0.00133622 0.00130561 0.00145553 0.00102537 0.000865532 0.00082501 0.000937634 0.00109944 0.000800677 0.00109279 0.000920104 0.00100296 0.000931877 0.00100093 0.000691926 0.000913866 0.00100004 0.000694354
threshold=0.16946000000000003 -0.036024999999999995 -0.26584999999999998 0.088470000000000007 -0.25159999999999993 -0.52017999999999986 -0.40381499999999992 0.098700000000000024 -1.0000000180025095e-35 0.41553500000000004 0.092620000000000022 -1.0000000180025095e-35 -0.20207499999999998 0.10898500000000001 0.10005000000000001 1.0000000180025095e-35 -0.097734999999999989 -1.0000000180025095e-35 0.091530000000000014 -0.094929999999999987 0.087885000000000019 -0.086869999999999989 0.12879500000000002 -0.46885499999999997 1.0000000180025095e-35 0.12500000000000003 0.066275000000000014 -0.071924999999999989 0.088615000000000013 -0.0029299999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -7 9 -9 10 11 15 -13 14 17 -8 -12 -14 19 -19 21 -10 23 -23 -25 -26 27 28 29 -21
right_child=-2 2 3 -5 5 6 7 8 20 -11 16 12 13 -15 -16 -17 -18 18 -20 26 -22 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.0012942016325152965 0.0012943688021927844 -0.0012940617494136357 -0.0010421819505428403 0.00090175306134109609 -0.0012937544200338691 -0.0010702985911462885 -0.0012938148157008575 -0.0011047442285684382 -0.00072806628956866893 0.0011093733396117845 0.00010035516478822262 0.001071540084653054 -0.0011054043318393569 -0.0011392090303416606 0.00086583292827860283 -5.0398602143686089e-05 -0.0012939267299812609 -0.001037695114779823 -0.0010247816459988289 -0.00055135987360554399 -2.5502309112166992e-05 -0.00023571221472212076 -0.00030815117926385864 0.0011646808182890656 -0.00030793699707318202 0.0012938808140037787 -0.0007754076951848655 0.0012802124568742387 -0.00094457932860867984 0.00040806943809590954
leaf_weight=0.0015140804865367832 0.0016356479598726983 0.0018373893911842734 0.0021754305370493823 0.0020997554044512859 0.0014683697911248563 0.0017005395767455403 0.0022418108342812096 0.0010559038535120626 0.0011325830074042651 0.0010508044508767958 0.0010705527913188462 0.0017196056382999805 0.0013971371279239897 0.0018950702295854596 0.0027134562530193298 0.0021983651404653415 0.0024513209988326059 0.0014592339335308688 0.0015597077047839738 0.0014912992786717564 0.0080830371645390642 0.0015291421944994008 0.0016265428785118283 0.0064886469621860954 0.001796520991732109 0.0010255806204213513 0.0012433908801909874 0.0012617705176580967 0.0013067803384467789 0.0082259200298508851
leaf_count=89 23 18 186 48 216 61 461 33 19 61 34 14 34 196 38 121 309 28 92 94 110 29 9 274 41 15 47 16 75 330
internal_value=0 -7.21655e-05 -0.000103844 -6.93876e-05 -0.000102616 -6.80852e-05 -3.69073e-05 -5.54011e-06 0.000231862 -0.000167711 -0.000209341 -0.000128295 -2.77057e-05 -0.000111517 -1.72448e-05 -0.00067819 -0.000870103 -0.000150773 -7.01744e-05 2.9163e-05 0.000296954 0.000488617 0.000599154 0.000735296 0.000894769 0.00027418 0.000144233 0.000237305 0.000117938 0.000260826
internal_weight=0 0.0668197 0.0653057 0.0634683 0.0613685 0.0591931 0.0577247 0.0560242 0.022738 0.0332862 0.0322354 0.0287135 0.0242734 0.0225538 0.0206587 0.00444018 0.00352187 0.0179452 0.0165481 0.0149884 0.0216821 0.013599 0.0124664 0.0108399 0.00931075 0.0028221 0.0135292 0.0122858 0.011024 0.00971722
internal_count=3121 3098 3009 2991 2943 2757 2541 2480 530 1950 1889 1546 964 950 754 582 343 716 682 590 497 387 368 359 330 56 562 515 499 424
is_linear=0
shrinkage=0.00129368


Tree=918
num_leaves=31
num_cat=0
split_feature=39 9 133 52 42 151 1348 14 2 3 43 43 51 52 15 0 14 2 2 3 0 1 51 403 2 133 49 2 11 43
split_gain=0.00180504 0.00184559 0.00152074 0.00186672 0.00169954 0.00127999 0.00147636 0.00139812 0.00125389 0.00155701 0.00116734 0.00139919 0.00124728 0.00115834 0.00114688 0.00119817 0.00147758 0.00112474 0.00134678 0.00108366 0.00127354 0.00105998 0.00112506 0.00100279 0.000989375 0.000961428 0.000937549 0.00148487 0.000910928 0.000840776
threshold=0.16946000000000003 -0.036024999999999995 -0.25159999999999993 -0.52017999999999986 -0.26584999999999998 -0.5225749999999999 0.090205000000000021 0.08840000000000002 0.099185000000000009 0.090900000000000009 -0.074359999999999996 -0.0037449999999999996 -0.089864999999999987 0.31299000000000005 -0.074054999999999996 -0.15090499999999998 -0.24494999999999997 0.093175000000000022 0.089885000000000007 0.30112000000000005 0.056435000000000006 0.090540000000000023 0.084305000000000019 -1.0000000180025095e-35 0.11093500000000002 -0.16927999999999996 -1.0000000180025095e-35 0.11585500000000001 0.076160000000000019 0.084740000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 7 8 9 10 12 -12 -7 14 15 16 -10 18 25 20 26 22 -11 -14 -22 -13 -16 -28 -27 -20
right_child=-2 2 3 4 5 6 -8 -9 13 21 11 17 23 -15 19 -17 -18 -19 29 -21 24 -23 -24 -25 -26 28 27 -29 -30 -31
leaf_value=0.0012942426358663066 0.0012942966684884602 -0.00099382582841731505 -0.0012937631850058859 -0.0012940287503814206 -0.0011806096335212515 0.00091975497494847032 0.0012459924669854269 -0.0011660129881727428 -0.00058032654047271415 0.00059162727570353656 -0.0012769009624696574 0.00061093090344303087 -0.001293812849782692 -0.00072459261940661967 -0.00082291604392943521 0.0010425263789775262 0.00070686851922825168 -0.001293970209720437 0.0010542265780156136 0.0012937966753733775 -0.00011424137711610406 0.0010601251386893637 -0.00074786135037485549 -2.921465426799407e-05 0.00090139229709358323 -0.000865009215457467 0.0010498008723788946 -0.00088937691703520796 0.00020515976377145665 -0.00019906266959534346
leaf_weight=0.0016328999733836716 0.0016621154067735225 0.0030316596311585889 0.0019991405289063726 0.0017319236421258202 0.001499563425518601 0.0021881324900867574 0.00162528217754243 0.0016832003550462096 0.0023980431578820571 0.0025212330757540249 0.0029794252119721394 0.0012456944234031661 0.0011376472564812454 0.0019498006638123391 0.0040881295867194476 0.0055784485069914061 0.0039524089633005124 0.0016795132383684566 0.0020141572568235242 0.0011025171114056312 0.0033631182682256622 0.0027632260400167752 0.0017976683560618767 0.013535119888301139 0.0030710834371063811 0.0057370771394165158 0.0014459161047710748 0.0012171588980578463 0.0017333503067789024 0.0016134607030835468
leaf_count=89 23 187 216 18 46 83 33 35 8 32 561 17 120 60 64 235 57 60 29 31 26 39 21 538 22 275 82 74 25 15
internal_value=0 -6.73985e-05 -9.4956e-05 -5.98624e-05 -2.72561e-05 2.42381e-06 2.692e-05 -1.06675e-06 2.7305e-05 -0.00011722 -0.000232587 -0.000471776 8.61278e-06 0.0002374 0.000308945 0.000605074 0.000220801 -0.000300716 -0.000165572 6.17095e-05 -4.13133e-05 0.000434416 3.40882e-05 -0.000127265 0.000370527 -0.000441249 -0.000433815 0.000163499 -0.0006167 0.000496799
internal_weight=0 0.082316 0.0806831 0.0776514 0.0756523 0.0739204 0.0724208 0.0707955 0.0691123 0.0409457 0.0338636 0.0170027 0.0168609 0.0281666 0.0262168 0.0119289 0.00635045 0.0140233 0.0123437 0.0142879 0.0131854 0.00708213 0.0043189 0.0146728 0.0064342 0.00871612 0.0067512 0.00266308 0.00747043 0.00362762
internal_count=3121 3098 3009 2822 2606 2588 2542 2509 2474 1815 1723 982 741 659 599 300 65 421 361 299 268 92 53 658 48 317 220 156 300 44
is_linear=0
shrinkage=0.00129368


Tree=919
num_leaves=31
num_cat=0
split_feature=151 1348 151 1456 31 4 14 11 4 39 1213 157 0 13 42 43 3 3 1456 3 151 133 160 16 3 2 13 3 15 1
split_gain=0.00212113 0.00221902 0.00197923 0.00251512 0.0017672 0.00173858 0.00176508 0.00160742 0.00166858 0.00160472 0.00149497 0.00145835 0.00157212 0.0014177 0.00140475 0.00238442 0.00145117 0.00159409 0.00137797 0.00132416 0.00126139 0.00125728 0.00119124 0.00142458 0.0010688 0.00164758 0.000963561 0.00116561 0.000802821 0.000716742
threshold=-0.40381499999999992 0.090205000000000021 -0.10959499999999998 -1.0000000180025095e-35 -1.0000000180025095e-35 0.27287000000000006 0.076175000000000007 0.082245000000000013 -0.0024449999999999997 0.16946000000000003 -0.080769999999999995 -0.080544999999999992 -0.23091999999999999 -0.061684999999999997 0.088915000000000008 -0.50216499999999986 -0.12018999999999998 -0.08824499999999999 0.091180000000000011 -0.10519499999999998 -0.024429999999999997 -1.0000000180025095e-35 -0.091944999999999985 0.029300000000000003 -0.075944999999999985 0.11704500000000001 -0.08971999999999998 -0.013929999999999998 0.079055000000000014 0.111945
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 7 8 10 11 -6 -10 -13 21 16 -16 -12 28 29 -15 -21 -14 -19 -24 -23 -26 -25 -28 -18 -7
right_child=1 -3 3 4 5 18 -8 -9 9 -11 14 12 13 19 15 -17 17 22 -20 20 -22 24 23 26 25 -27 27 -29 -30 -31
leaf_value=-0.0011710367885583238 0.00093754834686455505 0.0013155954780869623 -0.0013461001694469313 0.0013464546520016599 -0.0013461313896909516 0.00021576283655722587 -0.0012446801065235334 -0.0013460404613752002 0.00094161969273881584 0.0013465999883502167 0.00096046058498351443 0.0004628068297843259 -0.0011033968154183569 9.4544100285895617e-05 0.0006789197353223817 -0.0010733019637720214 9.5391762184309287e-05 -0.00071336897954286504 -0.0010395104016055077 -9.6780733832760351e-05 -0.0012655447117445669 -0.00085641174556480809 0.00072359814361611769 0.00032040643631686179 0.00086369801440562305 -0.0005175414825044465 0.00047474679912035253 -0.0013461893536893469 -0.0013461842536277243 0.00095911137039870282
leaf_weight=0.0028821174802828855 0.0036542261369447706 0.0022707688243031035 0.002725594400221353 0.0016514246469796481 0.0011924397420646207 0.0044144573379867325 0.0025146991551565625 0.0018124362961771103 0.0014780961309739373 0.001035170640989235 0.0051214623634336853 0.0031393483727697414 0.0021366833862295201 0.002241353262519394 0.0022711970409545756 0.0036969111791815825 0.0011746417468572112 0.0018956379275145699 0.0010142607734451312 0.002068211154352185 0.0087502094468572423 0.0018250961882309022 0.010728780335245609 0.0049014350706784171 0.0038959061899426209 0.0026142174772232352 0.0010073980837930208 0.0017311798612240628 0.0017313584635294532 0.0050241233496848281
leaf_count=65 92 33 282 79 245 63 74 92 30 4 56 15 63 15 12 386 68 87 11 24 234 121 433 23 38 31 47 52 152 194
internal_value=0 2.02444e-06 -3.20852e-05 -7.43707e-05 -3.16138e-05 -6.027e-05 -0.000137801 -9.59121e-05 -6.08581e-05 -0.000299205 0.000135348 -0.000359729 -0.000431849 -0.000551204 0.000186912 -0.000406484 0.000312087 0.000168774 0.000451249 -0.000847031 -0.00104211 -0.000182271 0.000302463 0.000407296 5.38542e-05 0.000309045 -3.68829e-05 -0.00067635 -0.000763481 0.000611445
internal_weight=0 0.0897187 0.087448 0.0837937 0.0810681 0.0794167 0.0689639 0.0664492 0.0646367 0.0291843 0.0354524 0.0281491 0.026671 0.0235317 0.03426 0.00596811 0.0282919 0.0231704 0.0104528 0.0130598 0.0108184 0.0104719 0.0202644 0.0183688 0.00833522 0.00651012 0.00764001 0.00273858 0.002906 0.00943858
internal_count=3121 3056 3023 2931 2649 2570 2302 2228 2136 575 1561 571 541 526 1316 398 918 862 268 273 258 253 642 555 190 69 122 99 220 257
is_linear=0
shrinkage=0.00134594


Tree=920
num_leaves=31
num_cat=0
split_feature=31 39 42 151 1348 4 11 14 1213 376 50 3 0 13 0 2 43 16 42 15 16 47 14 1 0 4 2 12 3 15
split_gain=0.00132341 0.00121943 0.00122747 0.00102826 0.00122601 0.00114104 0.0012569 0.00109271 0.000968307 0.000828988 0.000800765 0.000796911 0.00103034 0.00129155 0.000886381 0.00107992 0.00142371 0.000845491 0.000786348 0.000666422 0.000621451 0.000620182 0.000653965 0.00056016 0.000498158 0.00108065 0.000798527 0.000645616 0.000461823 0.000465087
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 -0.40381499999999992 0.090205000000000021 0.27287000000000006 0.081790000000000015 0.076175000000000007 -0.082704999999999987 0.049360000000000008 0.11875500000000001 -0.12018999999999998 -0.10607499999999999 -0.091904999999999987 -0.08824499999999999 0.090050000000000005 -0.074359999999999996 -0.014034999999999997 0.089905000000000013 -0.070929999999999979 0.042200000000000008 0.10954500000000002 -0.46885499999999997 0.077845000000000011 -0.11756999999999999 0.033845000000000007 0.090675000000000019 0.095110000000000014 -0.08824499999999999 0.013270000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 8 -5 11 21 18 17 -14 -15 16 28 24 -10 -17 -19 22 -7 -11 25 26 -13 -26 -16 -30
right_child=1 -3 3 4 -6 10 -8 -9 9 23 -12 12 13 14 15 19 -18 20 -20 -21 -22 -23 -24 -25 27 -27 -28 -29 29 -31
leaf_value=0.00142872513683807 -0.0014286357926320552 0.001428827735077836 -0.0012051254342531357 -0.00142840893584465 0.0013830201905692212 -4.3538544264932719e-05 -0.0014283936786058707 -0.001275269589356082 0.00068864407034335579 0.00019261112327870065 -0.00063630382775511527 -0.00038982609234980068 0.00024808483752024384 -0.0014285226805804028 -0.00043436353114574479 -9.6155169910096345e-05 -0.0011599592508384749 0.0012942794969529269 -0.00040503282065136706 -0.0014255907919361798 -1.7557872906237572e-05 -0.00033074904111267942 0.0011558366354146605 0.001428408137803798 -0.00024094870381665223 -0.00080768836491443958 0.0007310604297757951 0.0012924288394355165 9.0834339404259747e-05 0.0011385343040834614
leaf_weight=0.00126283058275689 0.0013410832114431051 0.0011166547857115452 0.0015178627178649142 0.0010070515115137004 0.0012534214007757774 0.001208649518588345 0.0014738952368205096 0.0015249278187638984 0.0047741898701190088 0.0018202856099378542 0.0011205146493011853 0.0024447269217944285 0.0046465693660913123 0.0023275578259793666 0.0012321530975789585 0.001065617353060766 0.0018581225992200523 0.0018878627768401561 0.0018651654895620595 0.0027659391860064275 0.001208207515446702 0.0010416345405985794 0.003986679195946862 0.0012706336620027514 0.0010999461478107255 0.0036659953855036065 0.0027610722574991087 0.0011415590834076283 0.0018379722432371182 0.0016318669906922878
leaf_count=86 18 21 64 285 33 27 119 70 79 14 15 37 111 327 96 130 447 38 15 402 13 23 212 54 38 56 48 9 185 49
internal_value=0 -4.93162e-05 -7.83853e-05 -4.5723e-05 -1.30869e-05 -4.63117e-05 -0.000131027 -8.7407e-05 -4.45968e-05 -1.08587e-05 0.00047541 -6.84063e-05 -0.000162988 -0.00039638 -0.000631814 -0.000453365 -0.000101471 0.000122248 0.000381402 -0.00105585 0.000782349 0.000675137 0.000876812 0.00070063 -6.16501e-05 -0.000213653 0.000204674 0.000539973 0.00031682 0.000583568
internal_weight=0 0.0578978 0.0567812 0.0554401 0.0539222 0.0526688 0.0453113 0.0438374 0.0423125 0.0413054 0.00735748 0.0382145 0.0315752 0.0173658 0.0127192 0.0103917 0.00656011 0.0142094 0.00663936 0.00383156 0.00309607 0.00623696 0.00519533 0.00309092 0.0111133 0.00887179 0.0052058 0.00224151 0.00470199 0.00346984
internal_count=3121 3035 3014 2996 2932 2899 2622 2503 2433 2148 277 2080 1986 1747 1636 1309 777 239 94 532 51 262 239 68 188 141 85 47 330 234
is_linear=0
shrinkage=0.00142833


Tree=921
num_leaves=31
num_cat=0
split_feature=31 39 42 151 1348 14 3 159 401 49 52 133 3 13 13 0 0 43 403 4 2 157 14 12 52 4 50 2 51 2
split_gain=0.00187876 0.00147349 0.00153125 0.00124469 0.00142667 0.00143746 0.00131914 0.00117224 0.00111948 0.00111205 0.00126564 0.00132398 0.00118245 0.00103088 0.00190608 0.00106289 0.00219898 0.00140092 0.00114503 0.00133911 0.000951423 0.000864965 0.000717657 0.000703167 0.000679409 0.000676832 0.000681511 0.000613573 0.000683606 0.00064695
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 -0.5225749999999999 0.090205000000000021 0.076175000000000007 0.30112000000000005 -0.032739999999999991 0.10076500000000001 0.10542000000000001 -0.52017999999999986 -0.25159999999999993 -0.15121499999999996 -0.53104499999999988 -0.47860499999999995 -0.10607499999999999 -0.084269999999999984 -0.04890499999999999 -0.088999999999999982 -0.35136499999999998 0.09142500000000002 -0.080544999999999992 -0.074569999999999984 0.081420000000000006 0.10024500000000001 -0.0035949999999999997 0.11368500000000002 0.092635000000000009 0.10174000000000001 0.089885000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 25 9 10 -9 -12 -13 -14 -15 17 20 -16 -18 24 -17 -19 -8 -11 -20 -5 -27 29 -29 -23
right_child=1 -3 3 4 -6 -7 22 8 -10 23 11 12 13 14 15 16 18 21 19 -21 -22 27 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.0012942192229371716 -0.0012940363559945064 0.0012942042181070482 -0.0012227504671036688 -0.0012938242406066692 0.0012473666634406542 -0.0010790524461923854 -5.6543004409754785e-05 -0.0012937436764575089 -0.001293760567775895 0.00097180033374333038 -0.0010847224217604349 0.00064696195254247842 -0.0012893831326598372 0.0012940825356521752 0.00080863106335782222 -0.0012925330696113031 -0.0012652539446746161 0.0006724024085170146 -0.00095709151428690178 0.00031470464576357094 3.0136640859759185e-05 -0.00026359293368228654 0.0012938037496571428 -0.00024918883378519769 0.0002733271859659781 0.00027995354831195687 -0.0010129396875689113 -0.00089160644227200469 0.00012615906836256188 0.0005671295134357287
leaf_weight=0.0017540224785150818 0.0017154619453094702 0.0013171954208672778 0.0014971369928247205 0.0018537147151613809 0.0014318783162536866 0.002228751222013158 0.0010055763116980643 0.0013073630487134827 0.001114630623729517 0.0030869833767823698 0.0018243669058737302 0.0047972237654363278 0.0010623062585182188 0.0018236644186799813 0.0043572856957396757 0.0039881835347159575 0.0011366187430894579 0.0023979079724085759 0.002558004742233764 0.010662980729766736 0.0011793107376476542 0.0038257763936257877 0.0019094212901364918 0.0010605882490040131 0.0010632513339032812 0.0015637769047369679 0.0012105505929227434 0.0031246616850353348 0.0017083541881675046 0.0026597061892061902
leaf_count=86 18 21 47 249 33 97 29 183 141 49 144 67 5 10 97 468 216 15 57 513 74 53 87 110 10 90 62 59 11 20
internal_value=0 -6.1227e-05 -8.70438e-05 -5.63416e-05 -2.986e-05 -5.82092e-05 -2.16786e-05 -6.33978e-05 -1.05398e-05 1.6133e-05 -3.78058e-05 -3.71865e-06 3.88348e-05 -3.13809e-05 1.62785e-06 -5.93364e-05 -0.000260311 0.0001696 -1.55666e-05 8.38729e-05 -0.000990677 -3.34005e-05 0.000827979 0.000659577 -0.000595823 -0.000688587 -0.000284188 -0.00018293 -0.000531851 7.70876e-05
internal_weight=0 0.0704726 0.0691554 0.06744 0.0659428 0.064511 0.0622822 0.0593672 0.0547392 0.0536245 0.049477 0.0481696 0.0463452 0.041548 0.0404857 0.038662 0.0205883 0.0180737 0.0154209 0.0142842 0.00516749 0.0137164 0.002915 0.00414757 0.00362126 0.00462804 0.00277433 0.0113185 0.00483302 0.00648548
internal_count=3121 3035 3014 2996 2949 2916 2819 2703 2302 2161 2002 1819 1675 1608 1603 1593 1338 255 796 580 542 158 116 159 67 401 152 143 70 73
is_linear=0
shrinkage=0.00129368


Tree=922
num_leaves=31
num_cat=0
split_feature=39 42 9 2 376 1348 14 43 151 16 1374 150 3 40 403 1213 3 0 0 484 4 1 1374 1 47 0 3 42 4 3
split_gain=0.00241963 0.00221957 0.00164607 0.00126841 0.00125766 0.00132525 0.00168971 0.00107674 0.00106649 0.00138322 0.00104271 0.00132176 0.00108278 0.00123806 0.00100474 0.000893382 0.000970929 0.000939417 0.00176314 0.00114693 0.00130237 0.00122377 0.00107857 0.00128143 0.00117203 0.000889102 0.00104947 0.000888329 0.000812746 0.00080848
threshold=0.16946000000000003 -0.26584999999999998 -0.036024999999999995 0.17025000000000004 0.088470000000000007 0.095915000000000014 0.076175000000000007 0.39192500000000002 -0.5225749999999999 -0.54165499999999989 0.093235000000000012 -0.22665999999999997 0.14121000000000003 0.097265000000000018 -0.092474999999999988 -0.082704999999999987 0.11924500000000002 -0.10607499999999999 -0.084269999999999984 -0.077774999999999983 0.09173000000000002 0.090540000000000023 -0.094929999999999987 1.0000000180025095e-35 0.096300000000000011 0.12500000000000003 -0.24462999999999999 0.088380000000000014 0.0052350000000000009 0.048265000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 -11 14 -14 -13 -16 17 22 27 -20 21 25 -17 -24 28 -21 -27 -19 29 -25
right_child=-2 2 3 -5 -6 -7 -8 -9 9 10 -12 12 13 -15 15 16 -18 18 19 20 -22 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=-0.0012195359502345919 0.001219909121190842 0.0012196041577022271 -0.0011410201976792625 0.0012168254880993883 0.00075281837584071688 0.0012077152968045703 -0.0011475982985103903 -0.0011981315321737294 0.0009985745571011056 0.0010955361532914373 -0.00098980188705679261 -0.0011832156038051509 0.0006334131486065563 -0.00077108995220274946 -0.0012191412403650544 -0.00072405612262197079 -0.00077149346240036544 -0.0012183635608814809 -0.0012191658110315407 0.00033620556700310572 0.00080278579332312527 -0.00074396873711692513 -0.00077796701055514016 0.0010026169297505994 -0.00028407154052865552 0.00023195529404975511 -0.00093739590407267365 -7.8228045538456209e-05 0.0010285401492777534 -0.00013716901627449987
leaf_weight=0.0023800118511729798 0.0022570939158725869 0.0015512837704321205 0.0013425334671950387 0.0011519587144164225 0.0026229747259094429 0.0011150562854993487 0.0023468023844728228 0.0012799290775884478 0.0018375391749856284 0.0014662299980727758 0.0017977374135256232 0.0013489819862702026 0.0053242900347356672 0.0011308107899594688 0.0010608555222550988 0.0016036575598263889 0.0028595655020353652 0.0031727195199344601 0.0011191512653070381 0.0078999164108708789 0.0028963748045711659 0.0033220071981361335 0.001360253394111042 0.0014576644925909932 0.0023675059609900026 0.0023335409159699338 0.002231137181812671 0.0014937061716668865 0.0046767125211673033 0.0025302320765376862
leaf_count=18 23 89 44 47 47 20 95 107 53 10 41 348 107 10 264 13 26 434 133 466 79 276 53 46 31 13 30 110 60 28
internal_value=0 -6.27374e-05 -2.14608e-05 -5.10118e-05 -7.38328e-05 -0.000109161 -0.000133529 -9.2436e-05 -6.74469e-05 -4.1379e-05 -7.71292e-05 -4.53659e-05 -7.86963e-05 0.000387371 -0.000147487 -0.000114523 -8.61662e-05 -3.5217e-05 -0.000179303 -2.04482e-05 5.13576e-05 -8.65072e-05 0.000216682 0.00033842 0.00047607 8.87164e-05 -0.000339604 -0.00085341 0.00068377 0.000279448
internal_weight=0 0.0690811 0.0667011 0.0651498 0.0639979 0.0613749 0.0602599 0.0579131 0.0566331 0.0552906 0.0534531 0.0516553 0.0501891 0.0064551 0.043734 0.042385 0.0413241 0.0384646 0.0244686 0.0198021 0.018683 0.0157866 0.013996 0.0123924 0.0110321 0.0124646 0.00456468 0.00466643 0.00866461 0.0039879
internal_count=3121 3098 3080 2991 2944 2897 2877 2782 2675 2631 2578 2537 2527 117 2410 2062 1798 1772 1541 997 864 785 231 218 165 509 43 544 134 74
is_linear=0
shrinkage=0.00121906


Tree=923
num_leaves=23
num_cat=0
split_feature=133 128 12 47 1 1 52 1 52 3 3 150 4 2 2 457 0 15 43 1 42 4
split_gain=0.000318045 0.000302517 0.000334947 0.000406737 0.000405297 0.000343069 0.000333233 0.000373611 0.000297645 0.000329926 0.00042771 0.000463401 0.000297608 0.000288892 0.000359649 0.000251782 0.000250125 0.000778128 0.000460269 0.000240984 0.000141423 6.85155e-05
threshold=-0.24227499999999996 0.089290000000000022 -0.015429999999999998 0.10813000000000002 0.12337000000000002 0.09253500000000002 -0.24164999999999998 0.10439500000000002 0.11434500000000002 0.090900000000000009 -0.12018999999999998 0.086615000000000011 0.098655000000000007 0.10882500000000002 0.116525 0.082380000000000009 -0.10096999999999999 0.040760000000000005 -0.084004999999999982 0.080000000000000016 0.075730000000000006 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 6 -5 -2 -4 8 9 10 19 16 -7 -9 -15 -11 21 -18 -19 20 -8 -12
right_child=1 -3 3 4 -6 12 7 13 -10 15 11 -13 -14 14 -16 -17 17 18 -20 -21 -22 -23
leaf_value=-0.0024785716381709906 -0.00077290326769076509 -0.0023581218605667818 -0.0017890456899059505 -0.0036875353519779945 -0.00016390946591002817 0.0035873945184077488 0.0013362652614220269 0.002733906919738975 -0.002190915612835501 0.00044249840612844656 1.8299998899003229e-05 -0.0037804151215522106 0.00080514794776843479 -0.00092397823445469209 0.0018952172454122028 0.0031675550427620724 -0.0042373306213983756 0.0022300003896544912 -0.0018674329817491889 0.0027940322634613553 -0.00098533499100625127 0.0016129638666050059
leaf_weight=0.001062937098307958 0.0012074905819652306 0.0010387836621169591 0.0017047645383724231 0.0012101722772452908 0.0015362404316761058 0.0014657794747492403 0.0010990136921655812 0.0019191902008515163 0.0012673660257822581 0.0019292410095630439 0.0012232241600571535 0.0010100769762131367 0.0017480460865844094 0.0017790566872690761 0.0019857820463897724 0.0011062840933391271 0.001162935887799154 0.0012309174535456444 0.0010564156044002839 0.0011101364737182706 0.0010776538001380231 0.0010285080319576423
leaf_count=195 60 140 284 91 33 139 47 84 326 47 46 115 171 39 127 22 360 111 566 50 30 38
internal_value=0 5.62647e-05 0.000143173 -6.55058e-05 -0.00171655 0.00129656 0.000143546 0.000308394 -8.41204e-05 0.000120728 -0.000278459 -0.000937528 0.00207409 0.00129601 0.00056302 0.00143563 -0.000433927 -0.00120442 0.000337581 0.00106744 0.000186856 0.000746684
internal_weight=0 0.0298971 0.0288583 0.024437 0.00274641 0.00442132 0.0216906 0.0199858 0.0143018 0.0130344 0.00999888 0.00671208 0.00321383 0.00568403 0.00376484 0.00303553 0.005702 0.00345027 0.00228733 0.0032868 0.00217667 0.00225173
internal_count=3121 2926 2786 2416 124 370 2292 2008 1758 1432 1363 1236 310 250 166 69 1121 1037 677 127 77 84
is_linear=0
shrinkage=0.00455379


Tree=924
num_leaves=24
num_cat=0
split_feature=160 133 3 40 47 3 2 12 457 133 42 52 159 12 1 0 4 52 1 52 16 52 42
split_gain=0.000300012 0.000259931 0.000281541 0.000507636 0.000689367 0.000342894 0.000492515 0.000423476 0.000422275 0.000449079 0.000402149 0.000492326 0.000347016 0.000472145 0.000358306 0.00034258 0.000400656 0.000245667 0.000204526 0.000234684 0.000219102 0.000198311 0.000174191
threshold=-0.40698999999999991 -0.24227499999999996 0.13524500000000003 0.05433000000000001 0.13148500000000005 0.12178000000000001 0.11362000000000001 0.090695000000000012 -0.072694999999999996 0.099660000000000012 0.09832500000000001 -0.21968999999999997 0.091530000000000014 0.092355000000000007 0.10439500000000002 -0.073309999999999986 -0.35136499999999998 -0.057699999999999994 0.094385000000000011 -0.080979999999999983 -0.083539999999999989 0.077655000000000016 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
left_child=-1 -2 3 4 5 6 8 -8 -3 10 11 -10 13 14 15 18 -17 -4 19 -13 22 -19 -21
right_child=1 2 17 -5 -6 -7 7 -9 9 -11 -12 12 -14 -15 -16 16 -18 21 -20 20 -22 -23 -24
leaf_value=-0.0022267018044194275 -0.002015597111005336 -0.0027038784815675691 0.002675117251683698 0.0026542886105388967 -0.0031915242703627351 -0.0021773559594499086 0.0031795790606297435 -0.00012306490616817271 -0.0027600629138676979 -0.0023356996511711358 0.0024691721018720355 0.0011497988698290769 -0.002099609587530759 -0.0015249733647251587 0.0029005830959795303 0.00010312083702867278 0.0035653471560700006 -0.00050463296984969977 0.001500110782903965 -0.00095520290881105229 -0.0019034957101466581 0.0016863024131459636 0.0011891124653180189
leaf_weight=0.0010184396029422329 0.0010003621636810447 0.0010242993857916263 0.0012210521874393976 0.0011295556284558464 0.0012225645992440795 0.0011735977336684291 0.0015353129374826571 0.0011590821212301705 0.0010072701542104207 0.0012697076196522819 0.0012394707066398771 0.0014388156341171819 0.0010061572543020878 0.0018142229288442566 0.0011742473076958868 0.0011095195233430388 0.0011662918512946995 0.0015897418563692858 0.0013271204479039511 0.0014724258726008747 0.0017444493718030731 0.0012596904554378341 0.0011460681160109232
leaf_count=240 183 176 60 50 34 20 124 167 220 359 63 86 164 142 80 38 45 81 46 198 357 40 148
internal_value=0 5.05503e-05 0.000123765 -4.53008e-05 -0.000177704 -8.74893e-06 0.000114592 0.00175884 -0.000132355 2.33579e-05 0.0002148 2.08451e-05 0.000229895 0.000419019 0.000752402 0.000484185 0.00187742 0.00112725 3.94119e-05 -0.000294715 -0.000771088 0.000463946 -1.66743e-05
internal_weight=0 0.029231 0.0282307 0.0241602 0.0230306 0.0218081 0.0206345 0.0026944 0.0179401 0.0169158 0.0156461 0.0144066 0.0133993 0.0123932 0.0105789 0.00940469 0.00227581 0.00407048 0.00712888 0.00580176 0.00436294 0.00284943 0.00261849
internal_count=3121 2881 2698 2517 2467 2433 2413 291 2122 1946 1587 1524 1304 1140 998 918 83 181 835 789 703 121 346
is_linear=0
shrinkage=0.00412451


Tree=925
num_leaves=31
num_cat=0
split_feature=39 42 9 151 1348 14 16 1213 156 43 376 15 13 132 151 52 48 0 42 1456 1 43 4 160 52 131 47 4 484 2
split_gain=0.00217239 0.00206337 0.00149305 0.00141827 0.00156277 0.00172247 0.00127076 0.00122912 0.00120912 0.00116936 0.00189914 0.00105041 0.00100881 0.00134519 0.00134275 0.00114292 0.0010951 0.00106254 0.00104412 0.00107157 0.000965202 0.000941137 0.00110102 0.000920117 0.00129577 0.00127524 0.00161672 0.00109297 0.00132797 0.00106065
threshold=0.16946000000000003 -0.26584999999999998 -0.036024999999999995 -0.40381499999999992 0.090205000000000021 0.076175000000000007 -0.54165499999999989 -0.082704999999999987 -1.0000000180025095e-35 0.25787500000000008 0.088470000000000007 -0.47006499999999996 -0.091054999999999983 0.080640000000000017 -0.08718999999999999 0.11434500000000002 0.092065000000000022 -0.077809999999999976 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11588000000000001 -0.50216499999999986 -0.42529999999999996 -0.23055499999999998 0.070205000000000017 0.10258000000000002 0.090280000000000013 0.0061450000000000003 0.085595000000000018 0.09142500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5 -8 -9 10 11 -10 15 14 16 -13 -14 -15 20 -20 -16 -21 -23 -24 25 26 27 28 -25 -29
right_child=-2 2 3 4 -6 -7 7 8 9 -11 -12 12 13 17 18 -17 -18 -19 19 21 -22 22 23 24 -26 -27 -28 29 -30 -31
leaf_value=-0.0013733666028184536 0.0013736457031412576 0.0013733557521631641 -0.0011652376073976295 0.001121320565750923 0.001327927887871133 -0.0011588964012168249 -0.0013729548786986119 -0.0013729371025604988 0.0013729731081335819 -0.00083490349667559216 0.0013677199136209349 0.00046431875932684155 0.0010301196374246039 -0.00034594799801102179 -0.0013078836094589862 -0.00079786744819896954 -0.00054705873356474552 0.0010986104879320896 -0.0013729897725687807 0.00074202770008473934 0.00012633077884552073 -0.0013403982917062408 -0.0013730153496213573 -0.0007673929871329703 0.00066112299963913166 0.0011867448213757673 -0.0013131568099327396 0.0012173976266290423 0.0005741445112041881 -6.3803813263526779e-05
leaf_weight=0.002257051857796454 0.0019871759979395156 0.0013812568630768842 0.0021519530596307837 0.0017863831512983019 0.0015534976435418449 0.0026064901319742253 0.0013020193922796955 0.0012282083496035759 0.0010294502474934566 0.0029784664253185147 0.0019820885477841435 0.011123048783300504 0.0026868788878715568 0.0014681224023007644 0.0033016058737147516 0.0015392652103400914 0.0012004614834655314 0.002771125666878759 0.0014201418787269651 0.0020606278039849704 0.0012079618704774475 0.0015590189998633116 0.001099067366528316 0.0063678875622503947 0.0036434683176587148 0.0011123578428851024 0.0026595814913861196 0.0016952033203381242 0.0017793026007026924 0.0043247831336250542
leaf_count=18 23 89 64 48 33 96 288 158 54 161 41 200 89 120 386 43 31 82 163 13 14 101 101 325 160 15 66 24 37 78
internal_value=0 -8.11041e-05 -4.00351e-05 -6.80693e-05 -3.30837e-05 -6.51515e-05 -2.01335e-05 -5.32676e-05 -2.47431e-05 3.31764e-06 4.7875e-05 -5.26121e-07 -2.71944e-05 -0.000133267 -0.000219136 0.000310884 0.000543066 0.000598336 -0.000311065 -0.000211404 -0.000923706 -0.000148684 -0.000224401 -0.000147693 -8.52946e-05 -0.000236893 -0.000331005 -0.000146627 -0.000474408 0.000296977
internal_weight=0 0.0732768 0.0710197 0.0696385 0.0674865 0.065933 0.0633265 0.0615401 0.0602381 0.0590099 0.0560314 0.0540494 0.0530199 0.0403576 0.0361183 0.0126623 0.00388734 0.00423925 0.032231 0.0277214 0.00450957 0.0263013 0.0242407 0.0226817 0.0215826 0.0179391 0.0168268 0.0141672 0.00814719 0.00601999
internal_count=3121 3098 3080 2991 2927 2894 2798 2750 2462 2304 2143 2102 2048 1805 1603 243 120 202 1483 1083 400 920 907 806 705 545 530 464 362 102
is_linear=0
shrinkage=0.00137286


Tree=926
num_leaves=31
num_cat=0
split_feature=31 39 42 3 151 1348 14 16 1213 484 150 52 49 133 52 457 1 15 52 133 15 2 130 43 4 160 42 1 13 52
split_gain=0.00184326 0.00166113 0.00157066 0.00129031 0.00124108 0.00153621 0.00153221 0.0011507 0.00117991 0.00108625 0.00115455 0.00101825 0.00123457 0.00128992 0.00129555 0.00112516 0.00116133 0.00124899 0.00143201 0.00128005 0.00124343 0.00102252 0.000969365 0.000992697 0.00149628 0.00125782 0.000875727 0.000858526 0.00138002 0.00083862
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 0.31299000000000005 -0.40381499999999992 0.090205000000000021 0.076175000000000007 -0.54165499999999989 -0.082704999999999987 -0.0068949999999999992 -0.22665999999999997 0.41423000000000004 0.10542000000000001 -0.25159999999999993 -0.52017999999999986 -0.0029299999999999994 0.11230000000000001 0.091650000000000023 -0.081429999999999989 0.089755000000000015 -0.095869999999999983 0.11747 -1.0000000180025095e-35 -0.52440999999999993 -0.51843499999999987 -0.089744999999999978 0.088795000000000013 0.12040000000000002 -1.0000000180025095e-35 -0.088204999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 -6 -9 -10 -11 12 13 -12 -15 21 17 18 29 -19 26 -16 -22 -24 -25 -26 -20 -18 -29 -17
right_child=1 -3 3 -5 5 -7 -8 8 9 10 11 -13 -14 14 15 16 27 19 20 -21 22 -23 23 24 25 -27 -28 28 -30 -31
leaf_value=0.0012441071156372384 -0.0012437758958025269 0.0012439795750221088 -0.0011108946932043753 0.00084655979332006934 0.00097775669827621916 0.0011978407878740721 -0.0011156403275949739 -0.0012435373230676432 -0.00068497236725447049 0.0009820632999521827 -0.0010197898022822774 -0.0012435493817424738 0.00077142290405857747 -0.0012435064731767633 -0.00097350316795950581 0.00022298885536202492 0.0012374476926744187 -0.0012436364694786647 -0.00081715252264030216 0.00037922719991742874 -0.00094627272471215949 0.00045864649249657439 0.00098877951584641307 -0.0012438400335611248 -0.0011650701692020448 0.0002690704153510759 0.00046546112325723669 0.00093315954229611147 -0.00049303984875855738 0.0010824654666602444
leaf_weight=0.001752722672225814 0.001730857142746344 0.0015104718036695877 0.001747808750522494 0.0024243571930213639 0.0016630407338027375 0.0014925291466170157 0.0021282267088338349 0.0012977877956998887 0.0038305968705865103 0.0017902234799862518 0.002056173775800473 0.001053404651424116 0.0029578065342898965 0.001287746187212945 0.0029997829460732808 0.004642537850184425 0.0020431091539165882 0.0023206001217488384 0.0046087205504825582 0.0011113709640113711 0.0013253149045659987 0.0010373692675784696 0.0019674611246500674 0.0012667827176073643 0.0010184469767233759 0.013211082304174258 0.0010019981088618124 0.0022059480827181233 0.0020001321705152009 0.0028224115895909554
leaf_count=86 18 21 63 112 42 27 95 288 452 18 137 121 123 156 98 131 39 124 97 108 124 7 8 13 62 373 18 70 33 57
internal_value=0 -4.63583e-05 -7.37924e-05 -4.45759e-05 -7.6875e-05 -4.91309e-05 -7.8372e-05 -4.24886e-05 -7.08347e-05 -4.48452e-05 -4.09115e-08 -3.3253e-05 -8.6806e-06 -5.58406e-05 -1.35531e-05 2.11937e-05 8.2092e-05 -5.38322e-06 7.13801e-05 -0.000718107 -7.44222e-05 -0.000605504 7.89687e-05 0.000156774 5.11395e-05 0.000166425 -0.000588095 0.00057617 0.000254954 0.000547947
internal_weight=0 0.0725541 0.0710436 0.0693128 0.0668884 0.0651406 0.0636481 0.0615198 0.0598568 0.058559 0.0547284 0.0529382 0.0518848 0.048927 0.0468708 0.0455831 0.0415459 0.0352967 0.0318648 0.00343197 0.0243998 0.00403715 0.0187891 0.0174638 0.0154963 0.0142295 0.00561072 0.00624919 0.00420608 0.00746495
internal_count=3121 3035 3014 2996 2884 2821 2794 2699 2657 2369 1917 1899 1778 1655 1518 1362 1257 1115 883 232 695 105 580 456 448 435 115 142 103 188
is_linear=0
shrinkage=0.00124344


Tree=927
num_leaves=31
num_cat=0
split_feature=39 42 151 1348 14 376 484 4 1213 11 151 160 12 13 160 52 0 43 403 2 12 48 9 43 1 16 1 160 12 2
split_gain=0.00255056 0.00246841 0.00178721 0.00197217 0.00180969 0.00169765 0.00158701 0.0015095 0.00153601 0.00143948 0.00124509 0.00155166 0.00153773 0.00198012 0.00198755 0.0018513 0.00138419 0.0017316 0.00144839 0.00171694 0.00167568 0.00119926 0.00111698 0.000893165 0.000816408 0.000774423 0.00136661 0.000717523 0.000670187 0.000797602
threshold=0.16946000000000003 -0.26584999999999998 -0.40381499999999992 0.090205000000000021 0.076175000000000007 0.048375000000000008 -0.0068949999999999992 0.27287000000000006 -0.082704999999999987 0.081790000000000015 -0.024429999999999997 -0.091944999999999985 -0.042789999999999988 -0.094514999999999988 -0.081069999999999989 0.10744000000000002 -0.23091999999999999 -0.074359999999999996 -1.0000000180025095e-35 0.090175000000000019 0.11650500000000001 0.091635000000000008 -1.0000000180025095e-35 -0.08231999999999999 0.09253500000000002 -0.54165499999999989 0.111945 0.088020000000000015 0.096395000000000022 0.089885000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 8 -8 10 21 23 -13 28 -15 16 -16 18 -18 20 -20 -10 -19 -12 -7 -9 -27 -23 29 -14
right_child=-2 2 3 -5 -6 24 7 25 9 -11 11 12 13 14 15 -17 17 22 19 -21 -22 27 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.001104642061870367 0.0011049013402573585 -0.00092595737871418885 -0.00066511227336470775 0.0010859547838304494 -0.00088427700883933469 0.00023777358652422655 -0.0011042574263823881 0.0011044189856648948 0.00069884580022926612 -0.0011042197478494204 0.00011592173310892489 -0.00069959130217017934 0.0002165617671664878 0.00089905732177421175 0.00053830601148146986 0.00063559781465137913 -0.0011042873914098325 0.00029543515104917683 0.00072050677419110227 -0.00071694164421922616 -0.00060784485786941978 0.00037338287750372421 -0.00076041443117494812 -0.0011042678584251015 0.0011042291082874627 -0.00025675487456366296 0.00072394976661161435 -0.0008139963874480618 4.7478346268512827e-05 0.0010366294380666911
leaf_weight=0.0026745932608775993 0.0023519045367095251 0.0026108691105051198 0.0046065874763190342 0.0019965367521592716 0.0028803536969306256 0.0031589310224262581 0.0016673318368463077 0.0016932423071267522 0.0053934250368712355 0.001476010949204464 0.0010164298045047815 0.0035954640606519197 0.0023581716295240085 0.0023314431464207521 0.002356926379434284 0.0031360600110232886 0.0012973574928345491 0.0013822775217704466 0.0051534493192626485 0.0021305292015583177 0.0014932014091755264 0.0012238895984424403 0.010501094034767195 0.0026076052371379879 0.0022845526168495667 0.0032132254272596583 0.0037585342561250457 0.0012583870775415562 0.0025740558000393321 0.0037375298713868688
leaf_count=18 23 65 466 33 97 20 271 42 160 87 76 59 31 52 9 84 99 4 105 84 5 35 613 186 125 38 170 8 15 41
internal_value=0 -6.06208e-05 -2.6935e-05 2.30206e-06 -2.53344e-05 7.47553e-06 -3.87364e-05 5.4137e-06 -6.019e-05 -2.85524e-05 1.09795e-06 -6.88182e-05 -9.06994e-06 5.54973e-05 -7.96898e-05 -0.000162816 -0.000265793 -0.000352104 -1.53516e-05 0.000145604 0.000422086 0.000406545 -0.000637598 -0.000762042 0.000601413 0.000434625 0.000271951 -0.000228558 0.000519892 0.00071938
internal_weight=0 0.0855681 0.0828935 0.0802826 0.0782861 0.0754057 0.0699622 0.0653556 0.0566906 0.0550233 0.0535473 0.0456716 0.0420476 0.0384521 0.0297823 0.0274509 0.0243148 0.0219579 0.0100745 0.00877718 0.00664665 0.0078757 0.0118834 0.00362404 0.00544348 0.008665 0.00697176 0.00248228 0.00866976 0.0060957
internal_count=3121 3098 3080 3015 2982 2885 2740 2274 2024 1753 1666 1463 1201 1142 1055 1003 919 910 293 194 110 203 617 262 145 250 208 43 87 72
is_linear=0
shrinkage=0.00110414


Tree=928
num_leaves=31
num_cat=0
split_feature=31 39 42 151 4 1425 1348 14 11 50 1374 1213 480 13 150 403 132 376 43 3 160 13 131 16 51 16 0 4 1374 13
split_gain=0.00238157 0.00210905 0.00234798 0.00207923 0.00230851 0.00227346 0.0021703 0.00242996 0.00225969 0.00209359 0.00162742 0.00170954 0.00164447 0.00170674 0.00205493 0.00173184 0.00189358 0.00180689 0.00195334 0.00232952 0.00183833 0.00164484 0.00134165 0.0018514 0.00244714 0.00184717 0.00207561 0.00181561 0.00158872 0.00124783
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 -0.40381499999999992 0.27287000000000006 0.10499500000000002 0.084620000000000015 0.076175000000000007 0.081790000000000015 0.11875500000000001 0.08926000000000002 -0.082704999999999987 0.084710000000000021 -0.091054999999999983 -0.17852999999999997 -0.088999999999999982 0.081465000000000024 0.089985000000000023 0.097930000000000017 -0.12018999999999998 -0.089974999999999986 -0.53104499999999988 0.10258000000000002 0.029300000000000003 0.12547500000000003 0.013515000000000001 -0.10607499999999999 -0.083854999999999985 -0.094929999999999987 0.15641500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 6 9 7 8 10 -6 11 -5 13 21 -15 -16 17 18 19 -17 -21 -13 23 24 25 26 28 -28 -22 -25
right_child=1 -3 3 4 5 -7 -8 -9 -10 -11 -12 12 -14 14 15 16 -18 -19 -20 20 22 -23 -24 29 -26 -27 27 -29 -30 -31
leaf_value=0.0013735797410350918 -0.001373470847007185 0.0013736513991488247 -0.0012092334782278136 -0.0013730230677330246 0.00090238175297699809 -0.0013740955702525133 0.0010240874394749971 -0.0012569019581809982 -0.001372999573824739 -0.00069556051046892452 -0.0012788665864588817 -0.00048543361020205231 -0.0013730382096424931 0.0012700649273698888 -0.0013730139025001668 0.00069290768021439304 0.00080990833120289792 0.0013732466832172704 -0.0013733586554331161 -0.0012410907661301086 -0.00077019946441148231 0.00055770423769031633 0.0011636288246759717 -0.0012170290510115486 0.0012961623875626486 0.0013624344808381809 0.0005263323874728315 -0.0012583147329458067 0.00032089495956409356 0.00026070261329331541
leaf_weight=0.0021989066580658792 0.0026416781111322498 0.0018743730642256642 0.0028961529829842894 0.0017413250339659561 0.010557402440710462 0.0011200403605471374 0.0030563396044271931 0.0036010424131802657 0.002558728806036469 0.0018103253678418705 0.0020154368912983492 0.0034483753042877643 0.0016001139763908148 0.0019910270597165427 0.0020980484249779599 0.0052883167106756298 0.0039641972736053068 0.0013651268541252639 0.0026466466597998553 0.0034197870276209122 0.0034788497432600698 0.016391561390427967 0.0013395337090429385 0.004979981784657638 0.0022602500379491621 0.0013222286512757355 0.0013287262177285961 0.0056135876201644464 0.0090803449527356687 0.0013742050159635255
leaf_count=86 18 21 64 284 276 3 44 91 96 13 44 15 200 10 311 39 93 12 140 204 14 191 39 254 13 6 77 382 72 9
internal_value=0 -6.97903e-05 -9.556e-05 -6.25761e-05 -2.9184e-05 0.000498865 -0.000112035 -0.000153918 -0.000103835 0.000668483 -6.15216e-05 -2.86913e-05 3.3801e-06 3.42304e-05 -9.74562e-05 -0.000152395 -9.84379e-05 -0.000181221 -0.000231587 -0.000155057 -0.000286186 0.000376397 -0.000180084 -0.000241228 -6.05952e-05 -0.00020786 -0.000314328 -0.000916742 1.86659e-05 -0.000897444
internal_weight=0 0.106864 0.104989 0.102348 0.0994515 0.0134878 0.0859638 0.0829074 0.0793064 0.0123677 0.0767477 0.0747322 0.0729909 0.0713908 0.0515509 0.0495598 0.0474618 0.0434976 0.0421325 0.0394858 0.0341975 0.0198399 0.0307777 0.0294382 0.023084 0.0208237 0.0195015 0.00694231 0.0125592 0.00635419
internal_count=3121 3035 3014 2996 2932 292 2640 2596 2505 289 2409 2365 2081 1881 1675 1665 1354 1261 1249 1109 1070 206 866 827 564 551 545 459 86 263
is_linear=0
shrinkage=0.00137286


Tree=929
num_leaves=31
num_cat=0
split_feature=31 39 42 376 2 43 151 1348 14 0 0 48 44 1 159 15 0 2 457 3 13 4 42 0 0 15 16 2 4 151
split_gain=0.00222316 0.00217547 0.00168795 0.00134356 0.00137767 0.00122776 0.00119557 0.00145746 0.00154526 0.00152022 0.00297405 0.00156152 0.00175591 0.00157271 0.00153036 0.00143284 0.00147703 0.00129209 0.00141983 0.00124377 0.00121424 0.00154787 0.00118587 0.00109075 0.00107402 0.000984479 0.000938679 0.000925653 0.00103323 0.00112172
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 0.088470000000000007 0.17025000000000004 0.39192500000000002 -0.5225749999999999 0.090205000000000021 0.076175000000000007 -0.10607499999999999 -0.084269999999999984 0.12879500000000002 1.0000000180025095e-35 1.0000000180025095e-35 -0.032739999999999991 -0.022504999999999997 -0.083914999999999976 0.113445 -0.0029299999999999994 0.11296500000000002 0.41383500000000001 -0.49405499999999997 0.091465000000000005 -0.077999999999999986 1.0000000180025095e-35 -0.095869999999999983 0.22339500000000004 0.13754500000000003 0.09173000000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 9 11 -11 12 13 19 -12 24 -17 18 -15 -8 21 -18 23 -23 27 -20 -25 28 29 -16
right_child=1 -3 3 -5 -6 -7 7 -9 -10 10 14 -13 -14 17 15 16 20 -19 25 -21 -22 22 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=0.0013467147624244245 -0.0013463533969588642 0.0013467305072013547 -0.0012634971258005544 0.0008083020327203117 0.0013416272928555013 -0.0013284753837298859 -0.0013460399698814033 0.0012950548720474585 -0.0012401512100791755 -0.0010179798097493102 -0.0010520043542914864 -0.00085961631251767884 -0.0011107209982526272 -0.00053140410918345793 0.00046229629526850334 0.0011567791344998402 -0.0013461794660961817 0.0012109503536640151 0.00017672301364092199 0.00043122400481016471 0.0011546665328526938 -0.00088589553372308682 -0.0013461207479799986 0.00037082843814786496 0.0012839148697949231 0.00091945838871601831 -0.00061244271966007257 0.0012705438908725902 0.00060817821555639784 -0.0013460212450124727
leaf_weight=0.0020772369592521036 0.0019190997475249097 0.0019304703228897315 0.0015713967608235171 0.003040652822342337 0.001172169123577759 0.0015142246014754326 0.0015933046114469029 0.001376097122488317 0.0021011015646195111 0.00722506885211737 0.0025435902690764669 0.0023839768618927329 0.0015341979858476398 0.0027730681691195943 0.0010253719057686794 0.0014067753131499104 0.0024782418169166801 0.0038683601954829774 0.0068026280632409409 0.0012915726720166276 0.0010083983870572402 0.0023077311643371233 0.0014364433059945716 0.0075610303948110916 0.0023070159830353987 0.0061607322777206324 0.0022919839520767482 0.0011876009555464861 0.0022744495813356025 0.0015774077079768745
leaf_count=86 18 21 45 49 50 113 78 30 89 782 214 23 27 34 34 25 109 89 61 6 3 333 202 142 64 80 41 29 41 203
internal_value=0 -6.41996e-05 -0.000100165 -6.7765e-05 -0.000105403 -0.000129773 -0.000103115 -7.57013e-05 -0.000104659 -6.68126e-05 -0.000244279 0.000179357 0.000282458 0.000377498 -5.4181e-05 4.03023e-05 -0.000168862 0.000514032 0.000342714 -0.000550351 -0.000278023 -0.000367894 -0.000189591 -5.29797e-05 0.000502277 0.000529702 0.000142102 0.000204947 -5.45244e-05 -0.00063363
internal_weight=0 0.0776642 0.0757337 0.0738146 0.0707739 0.0696018 0.0680875 0.0665161 0.0651401 0.063039 0.0366311 0.0264078 0.0240239 0.0224897 0.029406 0.0268625 0.0184906 0.0196048 0.0157364 0.00288488 0.0170838 0.0160754 0.0135972 0.0121607 0.00837185 0.0129634 0.00985301 0.00606483 0.00487723 0.00260278
internal_count=3121 3035 3014 2996 2947 2897 2784 2739 2709 2620 2222 398 375 348 1440 1226 855 264 175 84 830 827 718 516 371 141 183 307 278 237
is_linear=0
shrinkage=0.00134594


Tree=930
num_leaves=31
num_cat=0
split_feature=31 39 42 2 376 43 1348 14 401 156 151 16 15 151 52 1375 1 158 155 16 42 1 42 47 15 2 52 13 15 4
split_gain=0.00210801 0.00198305 0.00179367 0.00123889 0.00127479 0.00134882 0.00120022 0.00164306 0.00116231 0.00115011 0.00119442 0.00133613 0.00118936 0.000952334 0.00129162 0.00112204 0.00103262 0.00100212 0.0010325 0.00107139 0.00111789 0.00238925 0.00119353 0.000961399 0.00114947 0.00175389 0.00119652 0.0018111 0.00119805 0.000794198
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 0.17025000000000004 0.088470000000000007 0.39192500000000002 0.095915000000000014 0.076175000000000007 0.10076500000000001 -1.0000000180025095e-35 -0.40381499999999992 -0.54165499999999989 -0.47006499999999996 -0.024429999999999997 0.41423000000000004 0.048450000000000007 0.083135000000000014 0.087355000000000016 0.088740000000000013 0.40391000000000005 0.091545000000000015 0.11507500000000002 0.08623500000000002 0.11069000000000002 -0.092489999999999989 0.113445 0.11434500000000002 -0.10664 0.088495000000000018 -0.42529999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 8 9 -4 -11 -12 -13 15 17 16 -14 18 19 20 22 -22 23 24 25 -15 27 -26 29 -29
right_child=1 -3 3 -5 -6 -7 -8 -9 -10 10 11 12 13 14 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 26 -27 -28 28 -30 -31
leaf_value=0.0012440803733984702 -0.0012438542932186472 0.0012441137063801636 -0.0012435085888184612 0.0012399664398709952 0.00076395722064696869 -0.0012257302762865101 0.0012256944063274023 -0.0011596397778477559 -0.0012130986536427952 -0.0010231512373685228 0.001062436431498208 0.0012435531572554004 -0.00035804043122680856 -0.0008965321459571832 -0.0012435729718669073 -0.00082597923405934386 0.0007051719764351595 -0.0011346672073039468 -0.0012435772281024114 0.00066355005039417294 -0.0011694941005009529 0.00068752759854584576 0.00055066834895397599 0.00063142539596960814 0.00085680807197879925 0.0004456571655358614 -0.0012436597688936031 -0.00098485485490396019 -0.00089276882751102688 0.00015891218119713798
leaf_weight=0.0019435584713960443 0.0020546087568931162 0.001741485417568355 0.0012241660048699634 0.0011065563655279212 0.0026272362506816185 0.0016603572153073278 0.0010532920823891337 0.0022367470853268392 0.001358178006723775 0.0018026805671951243 0.001789275046689894 0.0011137581385298736 0.0018129225798588777 0.006021925748759923 0.0015485057907245183 0.0011810940096514963 0.0063927816836084617 0.0013726814319205962 0.0011026765159507504 0.0032300397726263688 0.0036300091993419761 0.0015196819038862941 0.0051652516308848808 0.0025472616428032771 0.0036842989106844444 0.002007013542538516 0.0011183150089317797 0.0010358214980499087 0.0025581083257408812 0.010006229230996628
leaf_count=86 18 21 152 51 48 113 20 89 137 60 52 52 89 160 131 97 148 178 119 65 252 31 195 28 43 34 41 39 123 449
internal_value=0 -6.74202e-05 -9.83013e-05 -6.55692e-05 -8.59738e-05 -0.000118728 -9.10941e-05 -0.000112282 -7.52279e-05 -5.0247e-05 -2.61582e-05 4.38785e-06 -2.8797e-05 -5.41317e-05 -0.000126992 0.000307171 0.000470272 -8.85682e-05 -5.56535e-05 -2.48497e-05 -8.14376e-05 -0.000621484 1.31326e-08 -9.81364e-05 -0.000168445 -0.000561022 2.83176e-06 8.34805e-05 -0.000126015 5.16188e-05
internal_weight=0 0.075703 0.0739615 0.0719069 0.0708003 0.0681731 0.0665127 0.0654594 0.0632227 0.0618645 0.0606403 0.0588377 0.0570484 0.0559346 0.0465478 0.0093868 0.0082057 0.0449993 0.0436266 0.042524 0.0392939 0.00514969 0.0341442 0.028979 0.0264317 0.00802894 0.0184028 0.0172845 0.0136002 0.0110421
internal_count=3121 3035 3014 2996 2945 2897 2784 2764 2675 2538 2386 2326 2274 2222 1888 334 237 1757 1579 1460 1395 283 1112 917 889 194 695 654 611 488
is_linear=0
shrinkage=0.00124344


Tree=931
num_leaves=25
num_cat=0
split_feature=133 133 1348 52 1374 51 15 43 43 47 12 13 12 151 2 2 3 13 43 12 15 3 2 2
split_gain=0.000395659 0.000412186 0.000298296 0.000538001 0.000512045 0.000392706 0.000551929 0.000429178 0.00061525 0.000392912 0.000367635 0.00036233 0.000349538 0.000348211 0.000398362 0.000327935 0.000337797 0.000323572 0.000311235 0.000260188 0.000170878 0.000315944 0.000413007 6.91945e-05
threshold=-0.25159999999999993 -0.15387499999999996 0.084620000000000015 0.41423000000000004 -0.094929999999999987 0.078435000000000019 -0.24436499999999997 -0.074359999999999996 -1.0000000180025095e-35 0.085270000000000026 0.051320000000000005 -0.099939999999999987 0.088485000000000022 -0.00016499999999999997 0.10981000000000002 0.090175000000000019 -0.08824499999999999 -0.52014499999999986 0.097930000000000017 -0.029094999999999999 1.0000000180025095e-35 -0.0087149999999999988 0.085785000000000014 0.097070000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -6 10 -9 13 19 17 -12 -7 -15 16 -14 -10 -19 23 21 -13 -23 -8
right_child=1 2 -4 -5 5 9 7 8 11 -11 12 20 15 14 -16 -17 -18 18 -20 -21 -22 22 -24 -25
leaf_value=-0.0020318994964159762 0.002029988349323962 -0.0019182294082140032 0.0015574080713783595 -0.0023544209452984683 0.0016327856999946049 0.001605286519142816 -0.00022780418364760352 -0.0026825818962962584 -0.0010754895779181445 0.0024211433616870741 -0.0018996126404063735 -0.0020446967687497378 -0.00019168831056632342 -0.001485744945126965 0.00099947286240898879 -0.0012308826453022027 0.0019529925154170625 7.7247447865074522e-05 0.0022520748091152632 0.0022064699287273858 -0.0020529578328191259 0.0011692652313908688 -0.0013966257543687084 0.00097074212404402638
leaf_weight=0.0010059571626672694 0.0010637103423407615 0.0014115846536668633 0.0012043349037647024 0.0010729936317441782 0.0017654566583429265 0.0015685119559414318 0.0010237691940258031 0.0014393746001226644 0.0012624619899526124 0.0013038460875307578 0.0010966308228803623 0.0011891096286333891 0.0018487390267214465 0.0014498417433481672 0.0012883418619544784 0.001295746935964015 0.0013395163059364279 0.0018632870876160723 0.0011108735279492521 0.0013573960297463793 0.0012068742500028762 0.0014209281155359715 0.0012446173033229257 0.0010140822461472965
leaf_count=187 73 52 65 174 196 68 55 604 18 49 342 128 103 201 52 177 95 61 14 25 208 30 82 62
internal_value=0 3.96494e-05 -2.91374e-05 -9.3746e-05 -8.637e-06 9.08687e-05 -0.000109256 -0.000265267 -0.000703994 0.000857008 0.000259567 -0.000397704 -0.000253807 0.000383468 -0.000316426 0.0001487 0.00070938 0.000304002 0.000889563 0.00110338 -0.000985049 -0.000650692 -2.88206e-05 0.00036862
internal_weight=0 0.031842 0.0307783 0.029574 0.028501 0.0270894 0.0214789 0.0197134 0.0107375 0.00561054 0.00897588 0.00929815 0.00558063 0.0043067 0.00273818 0.004484 0.00318826 0.00423662 0.00297416 0.00339525 0.00506153 0.00385466 0.00266555 0.00203785
internal_count=3121 2934 2861 2796 2622 2570 2200 2004 1145 370 859 541 717 321 253 375 198 93 75 142 448 240 112 117
is_linear=0
shrinkage=0.00325215


Tree=932
num_leaves=31
num_cat=0
split_feature=39 9 42 156 376 43 151 4 150 160 1213 13 1348 156 52 4 0 0 52 16 4 133 39 49 0 4 3 13 4 3
split_gain=0.00156726 0.00159725 0.00150831 0.00113995 0.00107459 0.00105654 0.00104141 0.00138528 0.00146481 0.00125406 0.00112065 0.00123626 0.001325 0.00101883 0.0009977 0.00120727 0.00103262 0.00151888 0.000983849 0.00143921 0.000937654 0.000889916 0.000864101 0.000792921 0.000822743 0.000780175 0.000768965 0.00114572 0.000673026 0.000998977
threshold=0.16946000000000003 -0.036024999999999995 -0.26584999999999998 -1.0000000180025095e-35 0.088470000000000007 0.39192500000000002 -0.5225749999999999 0.27287000000000006 -0.22665999999999997 -0.091944999999999985 -0.082704999999999987 -0.084034999999999985 0.084895000000000012 0.091255000000000017 0.10744000000000002 -0.49013999999999996 -0.060129999999999996 -0.10607499999999999 -0.092399999999999982 -0.013324999999999998 -0.27825499999999997 0.087415000000000007 0.084780000000000008 -0.081404999999999991 -0.23091999999999999 -0.39518999999999993 0.097915000000000016 -0.13710499999999998 -0.083249999999999977 -0.078934999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 -10 -11 22 13 14 15 -13 17 18 -17 23 -18 -19 26 -20 -25 -16 27 -12 -29 -30
right_child=-2 2 3 4 -6 -7 7 -9 9 10 11 12 -14 -15 25 16 20 21 19 -21 -22 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=0.0014288399440136937 0.0014289135443083013 -0.0014286879561347568 -0.0014283935000469318 -0.0013270986582226414 0.00092966320591300719 -0.0012411951490236635 0.0012065902670386388 0.00058599744468904448 -0.00097009463280126279 -0.0014284378456625132 -0.00090667624701254077 -0.0014241719124902952 0.0012096532699267827 -0.0013190170605517991 0.0014291609925716937 -0.0011186003270471786 -0.00050653797705142516 -0.001313276912322891 0.00061074199269178038 0.0012453158475546652 0.00081827468958791923 -0.00018101294072375674 -0.00061763781237273645 0.00048418981918278215 -0.00071652321170043057 -0.00023557834329438222 0.00093190068874819286 0.0014095471611372402 -0.00067520087374367652 0.0007172707740827263
leaf_weight=0.0014978105434231273 0.0015380183167508213 0.0016090844302425458 0.0011648226968290478 0.0011996912074359036 0.002426071302167542 0.0014575021923697298 0.0017704853457303207 0.0075872633318638796 0.0032707509255507352 0.0011780622472588034 0.0015428346786450229 0.0016981053159099554 0.0013374119046289925 0.0016947649902041553 0.0013354899128898978 0.0014811254582269848 0.0015995874166208068 0.0039721179090772543 0.0021516718970815436 0.0019069484244056264 0.0034205373254607976 0.0022007638058862966 0.0016887501316205098 0.0015810537240668072 0.004416086953028751 0.001007657239942005 0.0046026618985877121 0.0012433462544478866 0.0016256189205163816 0.0029739832387463113
leaf_count=89 23 18 163 45 48 110 13 256 349 255 34 32 27 161 3 28 22 442 19 35 72 274 28 9 69 114 70 17 249 47
internal_value=0 -2.94677e-05 -6.29974e-05 -2.841e-05 -2.26409e-06 -3.99812e-05 -1.00467e-05 1.75347e-05 -6.92478e-05 -0.000116377 -5.38512e-05 -1.66081e-05 -0.000179764 -0.000245042 -0.000177054 -0.000262452 -0.000175662 -0.00033775 -3.17778e-05 0.000128302 0.000396143 -0.000909601 0.000338916 -0.000133097 -0.000399974 0.000713249 0.000473661 0.000188096 0.000477171 0.000225135
internal_weight=0 0.0666421 0.0651443 0.0635352 0.0623703 0.0599443 0.0584868 0.0572871 0.0496998 0.0479293 0.0446586 0.0434805 0.0298033 0.0284659 0.0267711 0.024428 0.0227299 0.0177098 0.0115369 0.0100558 0.00502012 0.00617288 0.0136772 0.00814881 0.00599714 0.00234315 0.0119884 0.00738578 0.00584295 0.0045996
internal_count=3121 3098 3009 2991 2828 2780 2670 2625 2369 2356 2007 1752 1307 1280 1119 1002 970 876 160 132 94 716 445 97 78 117 417 347 313 296
is_linear=0
shrinkage=0.00142833


Tree=933
num_leaves=24
num_cat=0
split_feature=160 147 484 1374 148 42 50 48 4 1 12 13 151 15 3 133 15 0 16 0 42 16 0
split_gain=0.000276168 0.000283415 0.000374965 0.000327951 0.000355604 0.000399865 0.000398222 0.000517499 0.000468788 0.000609648 0.000467636 0.000853772 0.000563025 0.000700666 0.000381382 0.000310937 0.000375129 0.000307641 0.000285364 0.00045862 0.000220643 8.76156e-05 7.32352e-05
threshold=-0.40698999999999991 0.08955500000000001 -0.0068949999999999992 -0.094929999999999987 -1.0000000180025095e-35 0.11275500000000001 0.10030500000000002 0.12230500000000001 0.24564500000000003 0.111945 0.051320000000000005 0.17001000000000002 -0.016164999999999995 -0.10203999999999998 0.097915000000000016 -0.0061299999999999992 0.035560000000000008 -0.053834999999999994 0.38525000000000004 -0.10011499999999998 0.083995000000000014 -0.29154999999999992 0.056435000000000006
decision_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 10 21 12 14 -6 -14 15 -12 17 -17 19 -15 -18 -10 -21
right_child=1 -3 3 4 5 -7 -8 -9 9 -11 11 -13 13 18 -16 16 20 -19 -20 22 -22 -23 -24
leaf_value=-0.0022683760913179388 -0.00199530819488824 0.0017840314048929483 -0.0021891017164276778 -0.0021333442937343469 0.0031964800785031005 -0.0021214186656425692 0.0026202189285487515 -0.00284860874278843 0.0011882598287132787 0.0038701335052933744 -0.0028755986476835852 -0.0044650042946686461 -0.0030308646791750412 0.0019228978821269238 0.0017261418268084646 -0.00011055484812722259 -0.00017058268722438432 -0.0031600829138337988 0.0026378345177753264 -0.0017916448293212792 0.0024038118374617779 -0.00064962690774024575 -0.00020692947088709652
leaf_weight=0.0010620853639653474 0.0018644111816560329 0.0017656373029772956 0.0012211839819578066 0.0012644381081123859 0.0016696364181889578 0.0012972464411742371 0.001539133064263786 0.0010110029274947854 0.001002406198537642 0.0016633801082379662 0.0010168224216589037 0.0010044676412821483 0.0010604823363635774 0.0019783210853034916 0.0017772925452845811 0.0016257400811334685 0.0014543008240992528 0.0011092518191944184 0.0014417420725152397 0.0011658001672429918 0.0012204207524968425 0.0010676484128282473 0.0011592204850785492
leaf_count=240 492 117 51 64 105 200 92 40 48 183 517 54 33 56 21 274 164 117 30 74 92 27 30
internal_value=0 4.6396e-05 -5.72036e-05 7.30102e-05 0.000177141 0.000292777 0.000423448 0.000272693 0.000420037 0.00185755 0.000116541 -0.000579971 0.0008733 0.000303345 -0.000104292 -0.000610508 -0.000184756 -0.00134738 0.000918805 0.000342881 0.00100406 0.000240354 -0.00100153
internal_weight=0 0.03138 0.0296143 0.0277499 0.0265288 0.0252643 0.0239671 0.0224279 0.0214169 0.00373343 0.0176835 0.0092083 0.0084752 0.00680557 0.00820383 0.00642654 0.00540971 0.00273499 0.00574508 0.00430334 0.00267472 0.00207005 0.00232502
internal_count=3121 2881 2764 2272 2221 2157 1957 1865 1825 258 1567 1239 328 223 1185 1164 647 391 190 160 256 75 104
is_linear=0
shrinkage=0.0044645


Tree=934
num_leaves=24
num_cat=0
split_feature=3 1348 484 51 39 42 43 376 133 3 4 12 4 457 457 160 3 50 0 0 3 47 2
split_gain=0.000261019 0.000263019 0.000425936 0.000387754 0.000568359 0.000394683 0.000332184 0.000420682 0.000361179 0.000558089 0.000436316 0.000589308 0.000366494 0.000320705 0.000461874 0.000356739 0.000330471 0.000353448 0.000392074 0.000287873 0.000261159 0.000122357 0.000114991
threshold=0.30112000000000005 0.084620000000000015 -0.0068949999999999992 -0.40274499999999996 0.11536 -0.11466499999999999 0.24789500000000006 1.0000000180025095e-35 0.09389500000000002 -0.10519499999999998 0.23246000000000003 0.079890000000000017 -0.15764999999999998 0.080930000000000016 0.10487 0.086325000000000013 -0.078934999999999991 0.10030500000000002 -0.10096999999999999 -0.069444999999999993 0.088060000000000013 0.091680000000000011 0.11215000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 7 8 9 10 11 -7 -13 15 -15 16 -11 18 20 -20 21 -18 -22
right_child=-2 -3 3 4 -6 6 -8 -9 -10 13 -12 12 -14 14 -16 -17 17 -19 19 -21 22 -23 -24
leaf_value=-0.0023303961937569955 0.0019071562565388684 0.0019294089286286957 -0.0024363555245751952 -0.0026256268037725692 0.0032622044989509495 0.00306818139905691 -0.0023322791370451569 0.0022787441432095233 -0.0019080959065328449 -0.0020361846412270336 0.0031861150080927975 0.00062109736003049135 -0.0027059288843608942 0.0031490660280440955 -0.00063704284991325164 -0.0030946063177426084 0.0020958074648382381 0.0022568123495236539 -0.0035506418284996892 -0.00051905293641619609 0.00038518648204409342 0.00019189989887282056 -0.001586758483363271
leaf_weight=0.0016788957002367147 0.0012827193064577349 0.0011664033405036625 0.0012546586407293772 0.001111044274702099 0.00101713424998806 0.0012101564494741883 0.0010777624502078522 0.0016565539709967316 0.0017636527469915278 0.0018860490199828989 0.0016870469281755618 0.0017261836133712904 0.0010027979921680696 0.0011499204584879399 0.0013326573310195045 0.0010159229844566306 0.0015228265546678443 0.0011400338436367008 0.001031291835324577 0.0014351300764055171 0.0010035814118225517 0.0011239688778346135 0.0013008793410733688
leaf_count=489 132 63 71 124 45 33 152 136 359 681 66 85 57 56 44 76 54 52 150 128 20 20 28
internal_value=0 -0.000108646 -0.000190257 -5.93585e-05 5.4494e-05 -7.5093e-05 4.26543e-05 0.000153997 -1.10015e-05 0.000159979 0.00132358 0.000525904 -0.00060146 -0.000309577 0.00111667 -0.000618552 -0.000377693 -1.21748e-05 -0.000360899 -0.00178666 0.000349331 0.00128731 -0.000727986
internal_weight=0 0.0302946 0.0291281 0.0274493 0.0261946 0.0251775 0.0240664 0.0229887 0.0213321 0.0195684 0.00562618 0.00393914 0.00272898 0.0139423 0.00248258 0.0114597 0.0104438 0.00855771 0.00741768 0.00246642 0.00495126 0.0026468 0.00230446
internal_count=3121 2989 2926 2437 2366 2321 2197 2045 1909 1550 241 175 142 1309 100 1209 1133 452 400 278 122 74 48
is_linear=0
shrinkage=0.00437696


Tree=935
num_leaves=22
num_cat=0
split_feature=11 3 15 1 133 13 3 4 157 47 16 133 16 3 2 151 1 15 43 4 3
split_gain=0.000255476 0.000423035 0.00042454 0.000391431 0.000463864 0.000474312 0.000427609 0.000387284 0.000418508 0.00029206 0.000276014 0.000317644 0.000263696 0.000201213 0.00043411 0.000572783 0.000310555 0.000251958 0.000190068 0.000168038 0.000134099
threshold=0.081790000000000015 -0.12018999999999998 -0.015744999999999999 0.08844500000000001 0.085075000000000026 -0.094514999999999988 0.0051600000000000005 -0.04890499999999999 -0.06266999999999999 0.090100000000000013 0.013515000000000001 0.076280000000000014 -0.25582999999999995 0.12178000000000001 0.089885000000000007 -0.0083949999999999979 0.13075500000000004 -0.10091499999999999 0.13895500000000002 -0.27825499999999997 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
left_child=1 2 -1 6 5 9 10 -7 -9 -5 11 -3 -2 14 16 -16 17 -10 20 -4 -8
right_child=12 3 19 4 -6 7 18 8 13 -11 -12 -13 -14 -15 15 -17 -18 -19 -20 -21 -22
leaf_value=0.0042875611303762485 0.0003085990699543089 -0.0049292947879559902 -0.00069836642061641113 0.0033701109386237455 0.0032481119260061551 -0.0025145170089506037 0.00070125829130896812 0.0029629863337518963 -0.00036859617969942191 -4.0892177554798102e-05 -0.0005777137523571412 -0.0014177338306969934 -0.0030016725598307516 -0.0018472291020148076 -0.00064402743204930923 0.0034403984122751271 0.00072517340778675094 -0.0033011462711371293 0.0016241664018387468 0.0016429902268829124 -0.0015372878545830107
leaf_weight=0.0010410705070817983 0.0010263908456522586 0.0012423411675879237 0.0013021108644011292 0.0015239095713184261 0.0012029550939303127 0.0017052455232553507 0.0010895252200704419 0.0010546534871380712 0.001317019288705981 0.0010168643903902819 0.0016804614287219133 0.001261307763596009 0.0013586477794440546 0.001698738292233771 0.0016898701087555423 0.0016475106099349546 0.0016607532944385994 0.0015491594963332718 0.0013610366666512164 0.0017399836021567685 0.0016124417101117672
leaf_count=63 40 781 28 126 231 173 48 92 28 34 294 536 135 40 71 69 23 146 18 89 56
internal_value=0 0.000102519 0.00157061 -0.000144027 0.000304061 6.57919e-05 -0.00101697 -0.000334031 1.61635e-05 0.00200496 -0.00212301 -0.00316021 -0.00157711 -0.000308825 2.348e-05 0.00137226 -0.000970882 -0.00195363 0.000122028 0.000640817 -0.00063463
internal_weight=0 0.028397 0.00408316 0.0243138 0.0160667 0.0148637 0.00824711 0.012323 0.0106177 0.00254077 0.00418411 0.00250365 0.00238504 0.00956305 0.00786431 0.00333738 0.00452693 0.00286618 0.004063 0.00304209 0.00270197
internal_count=3121 2946 180 2766 1033 802 1733 642 469 160 1611 1317 175 377 337 140 197 174 122 117 104
is_linear=0
shrinkage=0.00492917


Tree=936
num_leaves=23
num_cat=0
split_feature=14 3 52 157 151 0 15 52 52 0 0 16 48 52 133 457 16 0 47 52 15 0
split_gain=0.000273189 0.000304454 0.000255054 0.000412897 0.000398868 0.000323337 0.00045755 0.000452671 0.000346207 0.000715512 0.000282736 0.000570533 0.000287483 0.000284202 0.000490731 0.000446726 0.000276322 0.000303035 0.000273195 0.000231825 0.000208331 0.000176175
threshold=0.076175000000000007 0.30112000000000005 -0.24456499999999998 -0.08107499999999998 0.086470000000000005 -0.077999999999999986 -0.024814999999999997 0.11434500000000002 0.10347000000000002 0.15398500000000004 -0.10096999999999999 -0.083539999999999989 0.11951500000000001 -0.0027449999999999996 -1.0000000180025095e-35 0.080930000000000016 -0.36241499999999999 -0.14001499999999997 0.11635500000000001 -1.0000000180025095e-35 -0.047714999999999987 -0.062294999999999996
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 18 -4 5 10 21 8 9 19 12 -12 13 15 -15 -5 20 -18 -1 -8 -16 -7
right_child=-2 -3 3 4 -6 6 7 -9 -10 -11 11 -13 -14 14 16 -17 17 -19 -20 -21 -22 -23
leaf_value=-0.0021575451622513602 -0.0017669920044222603 0.0020364035921053522 0.0017771022612821008 -0.0022960408153215079 0.0022385756412611631 0.00046573088059990932 -0.00047128694413526103 -0.002379357145354193 0.0022160592519160143 -0.0029367308777059789 -0.00010261583220466333 -0.0035189793400282354 -0.001886693844240765 -0.0018926208085732806 -0.0010228284250366558 0.00067255360899429976 0.0033193250844611817 0.00077168156398033376 0.00021057386320951299 0.0015967994775371917 0.0012505234983862948 0.0023245871094677304
leaf_weight=0.0015234330010492894 0.0011984370180329043 0.0010413459239018144 0.0018886542438054646 0.0015837741077433529 0.0010255073023395225 0.0011716986331000712 0.0013495639985867669 0.0010836178492041881 0.0010283352273816604 0.0010100541213642344 0.0015780847000098595 0.0012016050927673464 0.0012875933823295336 0.0010309102989474192 0.0012849556134568738 0.0012784980643836263 0.0010415343967054014 0.0017402134548092302 0.0012277225227999011 0.0017210914121390582 0.0010006300454037387 0.0018117596382323242
leaf_count=312 101 130 229 64 59 140 84 121 34 24 506 606 36 89 59 41 34 21 37 199 42 153
internal_value=0 5.3192e-05 -2.09116e-05 9.73625e-05 -3.92077e-05 -0.000144409 0.000392734 -0.000186271 0.000278878 -0.00020929 -0.000522746 -0.00157944 -0.000236128 1.05243e-06 0.00045685 -0.000970052 0.000934832 0.00172556 -0.00110076 0.000687868 -2.75543e-05 0.00159456
internal_weight=0 0.0289106 0.0278692 0.0251181 0.0232294 0.0222039 0.00917612 0.00619266 0.00510904 0.00408071 0.0130278 0.00277969 0.0102481 0.00896052 0.00609824 0.00286227 0.00506733 0.00278175 0.00275116 0.00307066 0.00228559 0.00298346
internal_count=3121 3020 2890 2541 2312 2253 755 462 341 307 1498 1112 386 350 245 105 156 55 349 283 101 293
is_linear=0
shrinkage=0.0037357


Tree=937
num_leaves=21
num_cat=0
split_feature=14 3 484 453 52 160 133 3 16 1374 133 15 12 42 42 160 43 4 1 2
split_gain=0.00022653 0.00025473 0.000264451 0.000322481 0.000317345 0.00028645 0.000478745 0.000512561 0.000350499 0.000346499 0.000360582 0.000386139 0.000293097 0.000671151 0.000388389 0.000286073 0.000204977 0.000238348 0.000354214 0.00017625
threshold=0.076175000000000007 0.30112000000000005 0.085515000000000022 1.0000000180025095e-35 -0.40306999999999998 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.077644999999999978 -0.014034999999999997 -0.094929999999999987 0.10622000000000002 0.097485000000000016 0.092355000000000007 1.0000000180025095e-35 0.088380000000000014 -0.081069999999999989 -0.088704999999999992 -0.080364999999999978 0.094385000000000011 0.11093500000000002
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 8 7 -7 -6 -8 11 12 14 -14 16 -4 -11 -18 -19 -20
right_child=-2 -3 15 -5 5 6 9 -9 -10 10 -12 -13 13 -15 -16 -17 17 18 19 -21
leaf_value=-0.0019420413057763797 -0.0017608912055584345 0.0020447726853839703 0.0022158890205290641 -0.0022820024355859649 -0.002790446293579934 0.00021814459600069964 -0.0016494363751619555 -0.0034839058477882608 -1.2991937173008961e-05 -0.00022063638632457535 -0.0011160569679341764 -0.00086312760087885762 0.0016142954077527068 -0.0023813876965567836 0.0033626922771096777 -0.00033569199521688438 0.0027613234441308801 -0.00038885224002343681 0.0031491855361778539 0.00085803134498823696
leaf_weight=0.0013745410321038811 0.0011729568487233158 0.00101192853966836 0.001680268308853039 0.00111725034227561 0.0011957065540428857 0.0013996344656685977 0.0011324581653298074 0.0010859926693207447 0.0019618269870493856 0.0014573702400797464 0.0016448205122998613 0.0017791129406798953 0.0017477837099004754 0.0011328944551660669 0.0015545605239370985 0.0012551384276751057 0.0016724241930408069 0.0017963424332094798 0.0011257826075645738 0.0010715182946796631
leaf_count=266 101 130 217 61 315 479 24 171 282 91 295 74 66 63 110 90 57 104 85 40
internal_value=0 5.27179e-05 -2.14328e-05 -0.00016019 -5.7712e-05 6.13274e-05 0.000252486 -0.00139931 -0.00106477 0.000507264 0.000670278 0.000890569 0.0011605 4.2899e-05 0.00153149 0.00112487 0.00113186 0.00147974 0.000943044 0.0020319
internal_weight=0 0.0281974 0.0271854 0.02425 0.0231328 0.0217582 0.0186007 0.00248563 0.00315753 0.0161151 0.0149826 0.0133378 0.0115587 0.00288068 0.008678 0.00293541 0.00712344 0.00566607 0.00399364 0.0021973
internal_count=3121 3020 2890 2583 2522 2256 1659 650 597 1009 985 690 616 129 487 307 377 286 229 125
is_linear=0
shrinkage=0.00404364


Tree=938
num_leaves=23
num_cat=0
split_feature=147 11 43 48 131 12 12 1 2 2 16 52 3 457 1 3 150 2 1 43 1 16
split_gain=0.000223585 0.000315671 0.000224674 0.000431082 0.000396415 0.000365701 0.000465481 0.000350388 0.000366888 0.00034793 0.000345065 0.000321578 0.000389072 0.000370894 0.000539806 0.000298696 0.000226848 0.000277203 0.000168953 0.000166 0.000122962 9.90122e-05
threshold=0.08955500000000001 0.088215000000000002 -0.04890499999999999 0.081275000000000014 0.10033500000000002 0.051320000000000005 -0.029094999999999999 0.13869000000000004 0.12992500000000004 0.11510000000000002 -0.083134999999999987 0.10160000000000001 0.090900000000000009 0.045365000000000009 0.084885000000000002 -0.10023499999999998 0.084495000000000015 0.089885000000000007 0.091785000000000019 0.097930000000000017 0.095285000000000022 -0.084939999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 8 9 11 -7 12 16 14 -14 -12 17 20 -5 -19 21 -4
right_child=-2 -3 7 18 -6 10 -8 -9 -10 -11 15 -13 13 -15 -16 -17 -18 19 -20 -21 -22 -23
leaf_value=-0.00090068730880063421 0.0015514690542636159 -0.002198600438088171 -0.0010122373384452191 0.00095547833699988964 0.0024212175292858441 0.00020234616921381405 0.0027859242821625823 0.0021237739259546986 -0.0028019429110554255 0.0019814710891394053 -0.00073454124003323777 -0.002718884347987143 0.0023619878809879712 0.0024093048864951656 -0.0015420258007563296 -0.0040281116522277579 -0.002678429350780527 0.0016391890199379865 0.0033733113752347464 -0.00073747569728894059 -0.00025594024405666503 -0.0028997094910025315
leaf_weight=0.0013773619963011186 0.0016373349865848033 0.001323815632552793 0.0010028659510328275 0.0010652510862485531 0.0011200860601534579 0.0016994356515507292 0.0012530527664580404 0.0010448344312514726 0.0012163871290589165 0.0011770903968235666 0.0010147134763336396 0.0011446703920796617 0.0010321124554195649 0.0015883306030559652 0.0019805251997269124 0.0010987143473533134 0.0011985468510937736 0.0012789928204106626 0.0011529350978705111 0.0010057366983229343 0.0011836923194170623 0.0011350832066794325
leaf_count=116 118 109 268 148 136 172 32 81 70 97 85 210 19 29 86 564 51 172 129 67 61 301
internal_value=0 -0.000114115 -7.036e-06 0.000515473 1.78612e-05 -0.000399933 0.000855507 -0.000326693 -0.000498021 -0.000293873 -0.00126604 -0.000507273 -0.000285321 0.000697807 -0.000204533 -0.00244678 -0.000950037 -0.000580536 0.00221218 0.000592982 -0.00138772 -0.00201434
internal_weight=0 0.0270942 0.0257704 0.00978155 0.00756336 0.00644328 0.00263041 0.0159889 0.014944 0.0137276 0.00381286 0.0125506 0.0114059 0.00460097 0.00301264 0.00211343 0.00680492 0.00560637 0.00221819 0.00228473 0.00332164 0.00213795
internal_count=3121 3003 2894 1382 1105 969 148 1512 1431 1361 821 1264 1054 134 105 649 920 869 277 239 630 569
is_linear=0
shrinkage=0.00437696


Tree=939
num_leaves=31
num_cat=0
split_feature=31 39 42 156 151 1348 4 11 14 1213 1374 41 475 150 1456 15 128 160 1 403 1 52 52 42 40 2 42 52 12 15
split_gain=0.00154669 0.00124646 0.00117689 0.00115805 0.00120285 0.00130893 0.00129866 0.0013289 0.00127732 0.00127211 0.00101833 0.000980868 0.00107583 0.000907662 0.0012059 0.000875665 0.00152557 0.00101943 0.00109201 0.00147102 0.000967308 0.000816799 0.000940666 0.0016752 0.00122127 0.00141403 0.00112271 0.00132296 0.00150599 0.000778045
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 -1.0000000180025095e-35 -0.5225749999999999 0.090205000000000021 0.27287000000000006 0.081790000000000015 0.076175000000000007 -0.082704999999999987 0.10637000000000001 0.079885000000000025 -0.076304999999999984 -0.22665999999999997 -1.0000000180025095e-35 -0.095869999999999983 0.086435000000000012 -0.090969999999999981 0.08844500000000001 0.090990000000000015 0.10124500000000002 0.11434500000000002 0.10744000000000002 0.091735000000000025 -0.081239999999999993 0.09678500000000001 0.088200000000000014 -0.085984999999999992 0.084100000000000022 0.090615000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 12 -11 -14 -15 20 17 -17 19 21 -16 22 23 24 -19 26 27 -26 -29 -20
right_child=1 -3 3 4 5 -7 -8 -9 -10 10 -12 -13 13 14 15 16 -18 18 29 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0012687177108245806 -0.0012685601506833208 0.0012686938921240671 -0.0012683736934805076 -0.0011995398950993697 -0.0012684044566157991 0.0012141187663716139 0.00042393544665822902 -0.0012683947085671617 -0.0011056924055465826 0.00075371863339186588 -0.0012479071389902582 -0.0010583049579814118 0.0011525398335187579 -0.0012684178771506802 -0.0009220250799275697 -0.00070719031345498442 -0.0012684716657725295 -0.00091106307152632429 0.00069397389797760088 -0.001268494640034279 -7.7842910590929094e-06 -0.00083670601447477977 0.0012269213279035766 -0.0012685803827307488 -0.0011712623533613558 0.0010526161111173282 0.0010028249411830944 0.00078276648932585995 -0.00072945783673238312 -0.00011803624641109939
leaf_weight=0.0014603902098784252 0.001298240086910595 0.0011331300303965 0.0012296754871456974 0.0013747660503113926 0.0012984597393788091 0.0013960472682299488 0.0087820464663153075 0.0015277167568470409 0.0018401045121407824 0.0033483262080897793 0.0010234933051549424 0.0012937752917707704 0.0010845454470427276 0.0012137043314979215 0.003065473494408443 0.0020339356986172055 0.0012488051445593831 0.0012983921069462676 0.0091343871209517147 0.0013120497018981317 0.0047405283141301879 0.0013022739269459285 0.0013343947547497246 0.0012828211841942059 0.0015757576541446374 0.0035300733494700864 0.0016686036424307105 0.002666943214530094 0.0017574499456713966 0.0023960798020894467
leaf_count=86 18 21 163 47 285 33 276 101 68 195 20 47 10 181 170 198 120 13 196 69 57 50 27 106 60 83 49 39 251 82
internal_value=0 -5.04334e-05 -7.27234e-05 -4.91153e-05 -2.58816e-05 -3.33716e-07 -2.77856e-05 -0.000102666 -6.80523e-05 -2.9565e-05 3.73087e-06 3.08209e-05 6.14568e-05 7.10457e-06 -2.27854e-05 1.46844e-05 0.000106196 0.000161054 0.00022141 2.38078e-05 -0.000366813 0.000127091 0.000210132 0.000111671 0.000253352 0.000388354 8.25818e-05 -0.000173332 0.000182083 0.000525235
internal_weight=0 0.068192 0.0670589 0.0657606 0.064531 0.0631562 0.0617601 0.0529781 0.0514504 0.0496103 0.0483118 0.0472883 0.0459945 0.0426462 0.0415617 0.040348 0.032542 0.0312932 0.0292592 0.0177288 0.007806 0.0164167 0.0151144 0.01378 0.0124972 0.0111988 0.00766875 0.00600015 0.00442439 0.0115305
internal_count=3121 3035 3014 2996 2833 2786 2753 2477 2376 2308 2023 2003 1956 1761 1751 1570 1343 1223 1025 747 227 678 628 601 495 482 399 350 290 278
is_linear=0
shrinkage=0.00126831


Tree=940
num_leaves=22
num_cat=0
split_feature=1348 14 11 4 3 15 151 160 13 132 1 12 52 0 4 1 49 2 15 3 15
split_gain=0.000211574 0.000358233 0.000276325 0.000274692 0.000316536 0.000300418 0.000296801 0.000432685 0.000313188 0.00040274 0.000398421 0.000326863 0.000459531 0.000543855 0.000310998 0.000297007 0.000233591 0.000251528 0.00020256 0.000185865 0.00012574
threshold=0.084620000000000015 0.062655000000000016 0.088215000000000002 0.27287000000000006 0.10893000000000001 -0.14147499999999996 -0.024429999999999997 -0.090969999999999981 -0.084034999999999985 0.081465000000000024 0.098220000000000016 0.10345000000000001 0.096795000000000006 -0.23051499999999997 -0.083644999999999983 0.091785000000000019 -0.080089999999999981 0.10381000000000001 0.090455000000000021 -1.0000000180025095e-35 -0.031204999999999997
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 -5 -1 15 -8 10 11 14 12 13 -10 -9 -7 -15 19 -16 -18 -21
right_child=-2 -3 -4 4 -6 6 7 8 9 -11 -12 -13 -14 16 18 -17 17 -19 -20 20 -22
leaf_value=-0.002316177004772396 0.0019106805615374551 -0.0027049513333566523 -0.0020135791771322925 0.0028809602174702663 -7.4248348929971435e-05 -7.9294205669262508e-05 -0.0024172852618165549 0.0016480610223742554 0.0013883162211378859 0.0019601719175003471 0.0032710037465131735 0.0015080714082732832 0.0014459637186394791 -2.2426344212167184e-05 -0.0020612716928353537 0.0026683324969060539 -0.0028394524780790552 -0.0042716712050203361 0.00059028542734840326 -0.001942146099462967 0.00022535270704487055
leaf_weight=0.0011182006512906418 0.0010890089413884132 0.0010102596045236103 0.0012873560962987076 0.001443625166153594 0.0014460773943749672 0.0015338894037827391 0.0015502633051813755 0.0018797729868929025 0.0011563149387541164 0.0012992720614810613 0.0011469368260321744 0.0011911820633194745 0.0013130366293708784 0.0010439161545363626 0.0012066414074893761 0.001604280329065233 0.0019284329715268892 0.0010641141179568159 0.0010956915792101896 0.001141271326360993 0.0010016618121522413
leaf_count=143 69 102 97 187 107 205 326 45 17 151 50 147 126 40 265 144 657 124 62 22 35
internal_value=0 -9.57915e-05 3.8583e-06 0.000107065 0.0014021 -6.09388e-05 5.8258e-05 -0.000162421 4.98444e-05 -0.000375998 0.000939976 -0.000684468 -0.000986444 -0.00142183 0.000300694 0.00132533 -0.00194767 -0.00233903 -0.000799383 -0.0018339 -0.000929002
internal_weight=0 0.0274622 0.0264519 0.0251646 0.0028897 0.0222749 0.0211567 0.0180185 0.0164682 0.0111392 0.00532904 0.00983993 0.00864875 0.00733571 0.00418211 0.00313817 0.0061794 0.00513548 0.00230233 0.00407137 0.00214293
internal_count=3121 3052 2950 2853 294 2559 2416 2067 1741 1319 422 1168 1021 895 372 349 878 838 327 714 57
is_linear=0
shrinkage=0.0044645


Tree=941
num_leaves=21
num_cat=0
split_feature=41 2 124 483 12 16 0 0 1 16 16 2 42 43 43 47 4 48 42 16
split_gain=0.000201966 0.000302598 0.000218344 0.000267608 0.000270984 0.000317582 0.000301108 0.000530449 0.000439 0.000274069 0.000334141 0.000249751 0.000247492 0.000420647 0.000343423 0.00042286 0.00031039 0.000229231 0.000191948 4.90917e-05
threshold=0.078475000000000017 -0.0091949999999999983 0.08919500000000001 0.085050000000000014 0.11650500000000001 -0.36241499999999999 -0.10151999999999999 -0.084269999999999984 0.11249000000000002 0.033715000000000009 -0.010699999999999999 0.10803500000000001 -0.088934999999999986 -0.084004999999999982 0.093175000000000022 0.10254000000000001 -0.077834999999999988 0.086260000000000017 0.088295000000000012 -0.081779999999999978
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 11 8 -8 9 10 17 -3 -9 18 15 16 -15 19 -14 -7
right_child=-2 2 -4 -5 -6 6 7 12 -10 -11 -12 -13 13 14 -16 -17 -18 -19 -20 -21
leaf_value=0.0018418710956467084 -0.0012380746973236442 0.00013401764910334407 0.0015326759173710013 -0.0019068057887763939 -0.0016889995467107642 0.0015956413971827104 -0.0026014684483447771 -0.0014189883567768738 0.0026778578854233116 -0.0013415171382840233 0.0026624258600664815 -0.0019141187174919988 0.00227898425053784 -0.0025805202125653861 0.0016921666499312795 0.0012930012928355876 -0.00017603149472406463 -0.0006802709274135036 0.00024922893722541294 0.00051321340686931666
leaf_weight=0.0012754554512301999 0.0017659873471931311 0.0015385555696454346 0.0011973355918186704 0.0010940682719118291 0.0012735345548708912 0.0012048083629530026 0.0010911827992600093 0.001210057904226903 0.0014652644943922155 0.0010430544320243484 0.0010302309152017053 0.0018063616661168069 0.0018120575831570562 0.0015910734825703666 0.001019507401607278 0.0010628610510039493 0.0014159772219506589 0.0018840277478595624 0.0010140345114413307 0.001136114276238942
leaf_count=158 148 113 45 314 111 42 615 214 53 24 44 103 111 342 87 60 392 61 38 46
internal_value=0 6.71912e-05 -2.37496e-05 -0.000102405 -1.50487e-05 8.49193e-05 0.000281549 -0.000139864 0.000836127 0.000407654 0.000754831 -0.000972041 0.000154481 0.000395019 -0.000246707 -0.000732393 -0.00144828 0.000289675 0.00155068 0.00107031
internal_weight=0 0.0261656 0.0248901 0.0236928 0.0225987 0.0213252 0.0179803 0.0102168 0.0077635 0.00629824 0.00525518 0.00334492 0.00912557 0.00791551 0.00508942 0.00406991 0.00300705 0.00422495 0.00282609 0.00234092
internal_count=3121 2973 2815 2770 2456 2345 2129 1859 270 217 193 216 1244 1030 881 794 734 149 149 88
is_linear=0
shrinkage=0.0037357


Tree=942
num_leaves=31
num_cat=0
split_feature=39 42 151 1348 14 156 15 9 16 1213 157 1456 156 49 133 13 40 403 131 16 12 48 1374 2 0 49 16 4 0 43
split_gain=0.00156376 0.0015987 0.00139315 0.00158458 0.00178407 0.00125618 0.00131135 0.00119534 0.00105599 0.00141725 0.00105931 0.00123476 0.00128645 0.00122968 0.00115785 0.00123759 0.00118045 0.0011389 0.00179926 0.00103145 0.000934097 0.00126782 0.000874396 0.00098814 0.000823604 0.000719849 0.00102643 0.000890637 0.00100836 0.000796818
threshold=0.16946000000000003 -0.26584999999999998 -0.40381499999999992 0.090205000000000021 0.078320000000000015 -1.0000000180025095e-35 -0.47006499999999996 -0.036024999999999995 -0.53943499999999989 -0.082704999999999987 -0.076494999999999994 -1.0000000180025095e-35 0.10541000000000002 0.10969000000000002 -0.40071499999999999 -0.084034999999999985 0.097265000000000018 -0.083259999999999987 0.10033500000000002 0.064860000000000015 0.084100000000000022 0.092150000000000024 0.086000000000000007 0.086590000000000014 -0.10607499999999999 -0.043469999999999995 0.24134000000000003 -0.49013999999999996 -0.060129999999999996 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 19 -12 13 14 -13 16 20 -17 22 -11 -16 -22 23 24 -19 -25 27 -27 -29 -30
right_child=-2 2 3 -5 -6 6 7 8 9 10 11 12 -14 -15 15 17 -18 18 -20 -21 21 -23 -24 25 -26 26 -28 28 29 -31
leaf_value=-0.0011720622779294529 0.0011721218865669192 -0.00098872693414354387 -0.0011717943663084114 0.0011405121579437006 -0.00097768762375286412 0.0011718352899856477 0.0011720200242990365 0.00081967228224376647 -0.0011718180901911371 0.00073789088429415076 -0.0011718191645695832 -0.0011719151830552194 -0.0010081185280767396 0.0006398167706240783 0.00081741733954991734 -0.001155377216760398 -0.00091920599138103909 -7.9904334697621153e-05 0.00099018324654486759 -0.00026622698776343641 0.00028104941951559258 -0.0010871252975910857 -0.0011563545306466879 0.00031877277705615872 -0.00085707437176862542 -0.0011720050227740158 0.00057257452669881332 -0.00057076877139788896 0.00097625362640429503 -0.0003242070696183235
leaf_weight=0.0017317844769024751 0.0014429221056104771 0.0020341659144804672 0.0012208647452274226 0.0016194157256279587 0.0026343828843238262 0.0013472181233993288 0.0011796223520370566 0.0019966146580969657 0.0014982414881430364 0.0045219120577595353 0.0013688010112193885 0.0012528165965983709 0.0018314168845789949 0.0037184235250169442 0.0039029718666299127 0.0015372712023848925 0.0011224829566032221 0.00345171983030923 0.0018702082521713228 0.0020373155960324851 0.0093583276168729412 0.0010324675416519833 0.0012503319013461569 0.006372007226431717 0.0040910018294280153 0.0015478699468971348 0.0019584881297021175 0.0037362808319549691 0.0014084500549245149 0.0011962993810357512
leaf_count=18 23 65 159 33 85 98 55 53 290 188 180 124 102 106 130 340 6 27 40 85 206 26 19 75 236 17 43 239 28 25
internal_value=0 -5.95423e-05 -3.28195e-05 -5.06636e-06 -3.21713e-05 5.67813e-06 2.79349e-05 3.56664e-06 -1.86424e-05 -4.65087e-05 -1.77214e-05 -7.36848e-05 -4.40015e-05 -7.82467e-06 -6.12347e-05 -2.9492e-05 0.00023782 -0.000174494 -0.000118403 0.000426009 0.000328681 0.000145103 -0.000201293 -0.000151039 -0.000501424 1.19052e-05 -0.000186661 -0.000375148 -0.000180633 0.000378983
internal_weight=0 0.0738292 0.0720974 0.0700632 0.0684438 0.0658094 0.0645886 0.0632413 0.0620617 0.0600651 0.0585669 0.0520076 0.0506388 0.0488074 0.045089 0.0438362 0.0154162 0.0284199 0.0268827 0.00655923 0.0142938 0.0103908 0.0250124 0.0237621 0.00754272 0.0162194 0.00984739 0.0078889 0.00634103 0.00260475
internal_count=3121 3098 3080 3015 2982 2897 2738 2640 2585 2532 2242 1969 1789 1687 1581 1457 368 1089 749 273 362 232 709 690 263 427 352 309 292 53
is_linear=0
shrinkage=0.00117172


Tree=943
num_leaves=31
num_cat=0
split_feature=39 42 9 2 151 1348 14 1456 43 1 128 50 15 151 454 4 11 42 43 4 43 0 150 0 4 1213 3 50 2 0
split_gain=0.00230757 0.00243132 0.00189869 0.00168481 0.00148399 0.00165292 0.00228761 0.00146027 0.0014305 0.0015146 0.00192635 0.0015701 0.00159327 0.00226761 0.00141229 0.00140905 0.0016178 0.00116978 0.00148394 0.00168211 0.00229349 0.00136576 0.00191391 0.00184527 0.00260948 0.00131038 0.0013014 0.00186729 0.00121134 0.00110671
threshold=0.16946000000000003 -0.26584999999999998 -0.036024999999999995 0.17025000000000004 -0.5225749999999999 0.090205000000000021 0.078320000000000015 -1.0000000180025095e-35 0.39192500000000002 0.10937500000000001 0.086435000000000012 0.10647500000000001 0.095175000000000023 0.15288500000000002 -1.0000000180025095e-35 0.40473500000000007 0.082245000000000013 0.092620000000000022 -0.17390999999999998 -0.51843499999999987 0.070450000000000013 -0.23091999999999999 0.087380000000000013 -0.11437499999999999 -0.0029599999999999995 -0.080769999999999995 -0.10831999999999999 0.096530000000000019 0.11093500000000002 -0.033209999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 7 -6 9 10 11 12 14 -14 -9 16 17 18 -16 -20 21 -21 23 -23 25 -25 -27 -28 -19 -11
right_child=-2 2 3 -5 5 -7 -8 8 -10 29 -12 -13 13 -15 15 -17 -18 28 19 20 -22 22 -24 24 -26 26 27 -29 -30 -31
leaf_value=-0.0011492826930421106 0.0011493909300772883 0.0011493404663057434 -0.0010677092917410454 0.0011458245188738934 -0.00084283680579944108 0.0010902267643911109 -0.001097091635151151 -0.00099710231006635273 -0.0010677148750534112 0.00018813900843747704 -0.0011489507964997109 -0.0011489252354103916 -0.00114902538780024 0.00082088195693780079 0.00076706128483467666 0.001104865271933216 -0.0010790771425476236 -0.00097014027711366999 -0.00114924618740423 0.00069532659207894264 0.00072037498892457057 0.00058666936010665104 -0.0008355058653716224 -0.0011489751064562191 -0.0011489064091000066 0.0011489356452674385 -0.00031690310567553581 0.0010337984417531716 0.00029980284527868852 0.0010544126338859617
leaf_weight=0.0026413605557991096 0.0021191521657613057 0.0017628567412657494 0.0019450397658431475 0.001516298668491344 0.0028821439542827667 0.0016371077124119884 0.0027946832569085691 0.0016327077111100144 0.0016518864495012045 0.018205653644301378 0.0021595257373530066 0.0016401314856437912 0.0032441740263990928 0.0010115804907400161 0.0046121370318132895 0.0017374556889535589 0.0016129116945933211 0.0025851042793103565 0.0014245614305252582 0.0030151218043101653 0.0067792840276119639 0.0055154893198334576 0.0041229301518512776 0.0010349914913545524 0.0029854809518808497 0.0016177127636183113 0.0055662892644079438 0.0017833818451400418 0.00160750998288961 0.0021790752797699034
leaf_count=18 23 89 47 47 269 32 82 46 104 277 131 191 211 3 69 31 75 172 20 18 65 84 114 163 149 14 427 31 47 72
internal_value=0 -6.2934e-05 -3.11443e-05 -5.46586e-05 -7.55853e-05 -5.28931e-05 -7.53316e-05 -3.99068e-05 -1.01331e-05 1.28317e-05 -8.52365e-05 -4.2323e-05 -7.34485e-06 -0.000680784 5.28233e-05 9.00887e-05 5.02555e-05 9.2964e-05 0.00015578 7.24799e-05 0.000126162 -3.09404e-05 -0.000127721 2.99882e-05 -0.000206415 7.48974e-05 0.000216153 1.08417e-05 -0.000483225 0.000280741
internal_weight=0 0.0929046 0.0902632 0.0885004 0.0869841 0.085039 0.0834019 0.0806072 0.0777251 0.0760732 0.0556885 0.053529 0.0518888 0.00425575 0.0476331 0.0460004 0.0442629 0.04265 0.0384574 0.0338452 0.0324207 0.0256414 0.0226263 0.0185033 0.0129879 0.0100024 0.00896738 0.00734967 0.00419261 0.0203847
internal_count=3121 3098 3080 2991 2944 2897 2865 2783 2514 2410 2061 1930 1739 214 1525 1479 1448 1373 1154 1085 1065 1000 982 868 784 635 472 458 219 349
is_linear=0
shrinkage=0.00114875


Tree=944
num_leaves=31
num_cat=0
split_feature=31 39 1348 15 50 16 14 376 15 3 1456 0 3 49 1 1 457 0 0 15 160 1 13 15 159 13 11 0 2 49
split_gain=0.00174452 0.00170499 0.00113268 0.00113923 0.00147539 0.00113489 0.00119241 0.00101853 0.000999488 0.00148701 0.00108067 0.001342 0.00109239 0.00119515 0.000973612 0.000849547 0.000718688 0.0013367 0.000823424 0.000745017 0.000842686 0.00103609 0.00102911 0.000967587 0.000567315 0.00103846 0.000552695 0.000507294 0.000503287 0.000979322
threshold=-1.0000000180025095e-35 0.16946000000000003 0.093335000000000015 -0.24436499999999997 0.11843500000000001 0.51524500000000006 0.076175000000000007 0.048375000000000008 -0.095869999999999983 0.30112000000000005 -1.0000000180025095e-35 -0.23091999999999999 -0.12018999999999998 0.0034800000000000005 0.111945 0.09253500000000002 -0.0029299999999999994 -0.10607499999999999 -0.13843999999999998 0.091650000000000023 -0.080719999999999986 0.13146500000000003 -0.084034999999999985 0.088345000000000021 0.092630000000000018 0.14871000000000004 0.078065000000000009 -0.23091999999999999 0.10527500000000002 0.093350000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 14 6 7 8 27 10 -10 -12 13 24 -2 -9 -14 18 -18 20 -19 22 -22 -24 25 26 -13 -5 -29 -30
right_child=1 -3 -4 5 -6 -7 -8 15 9 -11 11 12 16 -15 -16 -17 17 19 -20 -21 21 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=0.0012193733690171202 4.132093420559082e-05 0.001219447635640422 0.00080461222096176919 -0.0012193402304060993 -0.00083594910122473975 -0.0010954445771257499 -0.0011552520997636993 -7.7293809630821621e-05 -0.0012191773666163572 0.0012191593713384496 0.00069036296399050626 0.001011696778873628 -0.0010294188808935734 0.0011524526673032699 0.0012191455258789984 0.0012191329830256923 -0.00012660224408601468 -0.0012191515517386486 0.00088010742104443216 -0.0010078332465441962 -7.4762642717549914e-06 0.00079727739915299125 -0.001028858813121812 0.00012626801838680731 -0.00085283627908342243 -0.0005479613669172426 -7.0668463729934669e-05 -0.00069790909021407647 0.00087428841233253896 -0.00059475232776603473
leaf_weight=0.0012082221604039481 0.0022682128043811636 0.0011403880321552142 0.0013909126317059864 0.0018349509620065882 0.0014705547409903375 0.002940251823428496 0.0024226726070253326 0.0021569406576418251 0.0016925705543950889 0.0010275041119172093 0.0022440924494730929 0.0016736287316731968 0.0024659311063723868 0.0013688259726478691 0.0019308164179498988 0.0011525744511686753 0.004121715520085445 0.0015781106366037365 0.0017077095671140683 0.0035095841174230804 0.0054335104205360781 0.0012120650551423759 0.0043895972752983339 0.0014283184588608222 0.001214295611362104 0.0022433225902034337 0.0012065717409655008 0.007267429723427199 0.0010092779599801815 0.0020324353270950724
leaf_count=86 29 21 26 24 21 145 93 20 231 50 30 33 145 20 162 56 55 200 20 341 216 7 578 132 18 24 34 238 27 39
internal_value=0 -0.000258511 -0.000283897 -0.000307188 0.000214894 -0.000357075 -0.000318578 -0.000281021 -0.000323824 -0.000227678 -0.000267333 -0.000222327 -0.00028337 0.000119455 0.000582914 0.000374201 -0.00040348 -0.000337462 0.00016831 -0.000505449 -0.000379882 -0.000273615 -0.000388977 -0.000745271 -0.000103649 7.39109e-05 0.000558273 -0.000628769 -0.000523652 -0.000107307
internal_weight=0 0.0675348 0.0663944 0.0650035 0.00566958 0.0593339 0.0563936 0.053971 0.0506614 0.0385174 0.0374898 0.0357973 0.0335532 0.00770664 0.00419903 0.00330952 0.0258465 0.0233806 0.00582943 0.0175512 0.0140416 0.0124635 0.0112514 0.00581792 0.00633782 0.00512352 0.0028802 0.0121441 0.0103091 0.00304171
internal_count=3121 3035 3014 2988 212 2776 2631 2538 2462 2134 2084 1853 1823 129 191 76 1694 1549 75 1474 1133 933 926 710 109 91 67 328 304 66
is_linear=0
shrinkage=0.00121906


Tree=945
num_leaves=22
num_cat=0
split_feature=128 124 484 1 42 16 3 52 0 12 1 0 13 150 48 52 4 47 3 2 124
split_gain=0.000213912 0.000229945 0.000299606 0.00030668 0.000544836 0.000473299 0.000289636 0.000319794 0.000347013 0.000302788 0.000261403 0.000370553 0.000389922 0.000257598 0.000409285 0.000215651 0.000279883 0.00020951 0.000169874 0.000151543 0.000136913
threshold=0.089290000000000022 -0.043384999999999993 -0.0068949999999999992 0.12337000000000002 0.091735000000000025 -0.040964999999999994 -0.15447499999999995 0.11434500000000002 -0.077809999999999976 0.092355000000000007 0.11061500000000002 -0.23091999999999999 -0.094514999999999988 0.087170000000000011 0.083685000000000009 -0.088204999999999992 -0.27825499999999997 0.13148500000000005 -1.0000000180025095e-35 0.11093500000000002 -0.087759999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 20 -3 4 6 -5 -4 8 9 10 11 -8 -13 14 18 -10 -17 -7 -14 -6 -1
right_child=-2 2 3 5 19 17 7 -9 15 -11 -12 12 13 -15 -16 16 -18 -19 -20 -21 -22
leaf_value=8.3379915140583934e-05 -0.0016212990500434595 -0.0015724763035631268 0.0014909741472029009 0.0028653082678606529 -0.0024254824751558934 0.0011082940431359606 0.001810384810877527 -0.0017406828184852916 -0.0001742343242239685 -0.0021162220729104837 -0.0014196258646307822 0.0014176580899849076 -0.0020581621462876674 -0.0020055028516027303 0.0014736836602905648 0.00018785571034488075 0.002525801211150135 -0.0010206019804695819 -0.00013267795037046171 -0.00067340110312433753 0.0018134166052876221
leaf_weight=0.0010154981490204662 0.0010482471284853903 0.0016025868093038067 0.0017092412655532697 0.0011777477533758685 0.0014848560039082406 0.0012383803058355616 0.0015017763216462719 0.0013435200992074616 0.0013959144297359671 0.001018563983090969 0.0015242863022848505 0.0015295529577219451 0.0011232656305530907 0.0013334638230428908 0.0012809753171603155 0.0011236854733525092 0.0016003793454650956 0.0011489316148072248 0.0012460177158857329 0.0011139184261876878 0.0014067436390607915
leaf_count=66 185 470 144 132 344 54 43 214 128 126 46 63 503 101 77 23 83 14 30 94 181
internal_value=0 3.0893e-05 -6.95442e-05 3.12564e-05 -0.000139091 0.00100265 8.59509e-05 -6.39439e-05 8.95342e-05 -0.000255348 -5.66533e-05 0.000202554 -0.000168166 -0.000654871 -0.000161476 0.000973334 0.00156139 8.37292e-05 -0.00104554 -0.00167448 0.00108812
internal_weight=0 0.0279193 0.0254971 0.0238945 0.0203294 0.00356506 0.0177306 0.0160214 0.0146779 0.0105579 0.00953934 0.00801505 0.00651328 0.00498372 0.00365026 0.00411998 0.00272406 0.00238731 0.00236928 0.00259877 0.00242224
internal_count=3121 2936 2689 2219 2019 200 1581 1437 1223 989 863 817 774 711 610 234 106 68 533 438 247
is_linear=0
shrinkage=0.00359063


Tree=946
num_leaves=31
num_cat=0
split_feature=31 39 1348 14 42 376 156 151 4 51 150 160 160 4 13 133 40 49 16 457 52 0 131 1373 1 47 3 3 0 43
split_gain=0.00226642 0.00220474 0.00155931 0.00118497 0.00126069 0.00123572 0.00113973 0.000968961 0.0014643 0.00119906 0.0011711 0.000939566 0.00105792 0.00114248 0.00109915 0.00116457 0.00160508 0.00131639 0.00114013 0.00108306 0.00132979 0.000925607 0.000902303 0.000890004 0.00102609 0.000840194 0.00115556 0.000830525 0.000688127 0.000754551
threshold=-1.0000000180025095e-35 0.16946000000000003 0.10621500000000002 0.076175000000000007 -0.26584999999999998 0.088470000000000007 -1.0000000180025095e-35 -0.40381499999999992 0.27834500000000006 0.11144500000000002 -0.22665999999999997 -0.091944999999999985 -0.081069999999999989 -0.016959999999999999 -0.084034999999999985 -0.0061299999999999992 0.097265000000000018 -0.10774499999999999 0.38525000000000004 0.080930000000000016 0.10744000000000002 -0.084269999999999984 0.10033500000000002 -1.0000000180025095e-35 0.094090000000000021 0.10954500000000002 0.11924500000000002 -0.08867499999999999 -0.10607499999999999 -0.053764999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 -8 10 25 -9 -12 13 -13 15 21 17 -17 -19 20 22 -14 28 -21 -25 26 -10 -22 29 -16
right_child=1 -3 -4 -5 5 -7 7 8 9 -11 11 12 14 -15 19 16 -18 18 -20 23 27 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0013464714513742617 -0.0013463553169075174 0.00134648197716689 0.0013428490080822182 -0.0011694577932191679 -0.0013461031219403545 0.00075249114535709148 -0.0011708060160137103 0.00092236240096983896 0.0012283461234445909 -0.0008346972558199591 -0.00098124800217169478 0.0010226734189019318 -0.0011681738360591527 -0.00062994101798322848 0.00038793863621360919 -0.00065118038500052832 -0.0012983586155256724 0.0008632283889201699 -0.00065304154154239788 -0.00097519208977819003 0.0012116066842761 0.00015752876858422498 9.7910996705761195e-05 -0.00019504990660851844 0.0010322551246045092 -0.00047849026879459426 -8.312597975364936e-05 -0.00037619644375619864 -0.0010272698552666747 -0.00072436660959755445
leaf_weight=0.0015770449257210819 0.0020405559291276623 0.0014729823368213593 0.0010116625706473306 0.0029897474555511385 0.0018506758301803919 0.0020653391403300239 0.002112765842269936 0.0013320625218398155 0.0034579040704443287 0.0014003133567257464 0.004014344828154214 0.002120374970882466 0.0024866338291609225 0.0011792744013732195 0.0013981468687234155 0.0017755568775328374 0.001155009686044651 0.0061686591924310346 0.0010515072669647907 0.0014627863142777642 0.0010406950373180734 0.0015480501964901814 0.002059681919178046 0.0038031334775894257 0.0018268360053070865 0.0012028724298289717 0.0018781684210011917 0.0013990532490648624 0.012401253413877114 0.0052662677005770172
leaf_count=86 17 21 18 99 159 47 61 12 154 13 341 47 139 95 21 26 5 236 7 12 7 61 133 52 40 20 59 128 937 68
internal_value=0 -0.00028393 -0.000316605 -0.000339765 -0.000304072 -0.000272544 -0.000304918 -0.000274593 -0.000243769 0.000295617 -0.000323829 -0.000355655 -0.000303491 0.000432039 -0.000357613 -4.78307e-05 0.000195302 0.000387081 0.000642407 -0.000500949 -0.000639738 -0.000659521 -0.000748394 -3.98347e-05 0.000203191 0.000537673 0.00076674 0.000301094 -0.000839821 -0.000491013
internal_weight=0 0.0749723 0.0734993 0.0724877 0.0694979 0.0674574 0.065392 0.0635414 0.0614286 0.00793926 0.0534893 0.0521573 0.0481429 0.00329965 0.0448433 0.0141854 0.0101507 0.00899572 0.00722017 0.0306579 0.0235651 0.00403468 0.0211253 0.00709276 0.00562997 0.00653894 0.00533607 0.00243975 0.0190657 0.00666441
internal_count=3121 3035 3014 2996 2897 2880 2833 2674 2613 246 2367 2355 2014 142 1872 474 274 269 243 1398 1294 200 1159 104 92 233 213 135 1026 89
is_linear=0
shrinkage=0.00134594


Tree=947
num_leaves=31
num_cat=0
split_feature=31 39 42 1348 14 156 151 15 16 1213 457 457 41 2 1 44 3 14 15 159 484 403 156 15 15 42 2 49 2 4
split_gain=0.00176601 0.00129403 0.00132764 0.00119252 0.00114465 0.000985772 0.000992439 0.00113391 0.000874159 0.00111188 0.000815395 0.00110739 0.000805932 0.000903086 0.000732004 0.00109529 0.00115743 0.000781269 0.00108158 0.000832342 0.000854939 0.00107913 0.000969613 0.000789355 0.00133086 0.00126606 0.000953687 0.00104299 0.000825728 0.000777153
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 0.095915000000000014 0.078320000000000015 -1.0000000180025095e-35 -0.5225749999999999 -0.47006499999999996 -0.54165499999999989 -0.082704999999999987 -0.23069499999999998 -0.072694999999999996 0.078570000000000015 0.10882500000000002 0.14000500000000002 0.084760000000000016 0.30112000000000005 -0.46885499999999997 -0.24436499999999997 0.10395500000000001 0.085515000000000022 -0.092474999999999988 0.084085000000000007 -0.095869999999999983 -0.10653 -0.095859999999999987 0.10097500000000002 -0.10774499999999999 0.10981000000000002 -0.39518999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -7 -8 -9 -10 -11 -12 14 -14 15 16 17 -13 -19 20 21 -20 23 24 -23 -25 -27 -28 29 -29
right_child=1 -3 3 -5 -6 6 7 8 9 10 11 12 13 -15 -16 -17 -18 18 19 -21 -22 22 -24 25 -26 26 27 28 -30 -31
leaf_value=0.0013734240992034003 -0.0013731858507424095 0.0013733310330511677 -0.0013729394846212629 0.0013571426479201665 -0.0011269442246870411 -0.0012478480884276024 0.0013729701064314882 0.0010221615347585889 -0.0013729489024002935 0.0011278803083626348 -0.00098639921534670943 -0.0011779326925699459 -0.0012680223331256945 0.00024045369559278488 0.00094487717950163534 -0.0010916327704033786 0.0013729777716479561 0.001133485696614116 -0.0013728982546662265 -0.0010275494943987975 0.00070642642062014745 0.00021412035876871685 -0.00093848126863960797 -0.001096709040002712 -0.0010926480444769318 0.00043331760395973618 -0.001365746268790029 -0.0011582286753917667 0.00048455125735552356 0.00037958150328436165
leaf_weight=0.0016407957785489194 0.0014960173780877986 0.0011513683363233431 0.0010512075048727523 0.0010927103804760909 0.0019417457343848801 0.0012367555187289261 0.001104069101920401 0.0014431759323727455 0.0011897659560049503 0.0011202305214084154 0.0023033597191082214 0.001026244962247346 0.0019314407473700603 0.0012207971713564802 0.0016040237011907257 0.001664721714746519 0.0011994442950538078 0.001621616205365938 0.0010994776585331314 0.0014606865687372119 0.003207978488813267 0.0032160918350641055 0.001914470143239643 0.0013944462499573254 0.0027037859439040792 0.016391181783074422 0.0011456653281740614 0.0015262894780789793 0.0036030704296372562 0.0010423781091937192
leaf_count=86 18 21 159 22 86 45 69 51 290 27 173 12 63 28 59 23 43 54 315 147 136 102 184 80 50 620 14 13 89 42
internal_value=0 -6.89706e-05 -9.53494e-05 -6.42436e-05 -8.99735e-05 -5.55084e-05 -3.13692e-05 -4.56773e-06 -3.22052e-05 -6.06007e-05 -3.08018e-05 -5.6115e-05 -1.23614e-05 -0.00068382 3.38308e-05 7.81908e-07 4.35186e-05 4.95796e-06 3.50602e-05 -1.09597e-05 2.89094e-05 -3.49467e-05 9.71526e-06 6.82299e-05 -0.00038272 0.000174574 0.000249346 -0.000162755 6.05579e-05 -0.000534178
internal_weight=0 0.0641042 0.0629528 0.0614568 0.0603641 0.0584224 0.0573712 0.0561344 0.0550303 0.0535872 0.0523974 0.0512772 0.0489738 0.00315224 0.0458216 0.0442175 0.0425528 0.0413534 0.0403271 0.0387055 0.0372448 0.0340369 0.0329374 0.0310229 0.00591988 0.025103 0.0237086 0.0073174 0.00617174 0.00256867
internal_count=3121 3035 3014 2996 2974 2888 2729 2684 2615 2564 2274 2247 2074 91 1983 1924 1901 1858 1846 1792 1645 1509 1194 1010 152 858 778 158 144 55
is_linear=0
shrinkage=0.00137286


Tree=948
num_leaves=22
num_cat=0
split_feature=147 484 148 13 13 1 0 12 48 2 0 3 48 0 0 49 133 12 15 47 16
split_gain=0.000215472 0.000272866 0.000285335 0.000288103 0.000715873 0.000380223 0.000490821 0.000396584 0.000276446 0.000412727 0.000331201 0.000600585 0.000211 0.000318887 0.000270416 0.000208156 0.000176243 0.00035882 0.000160355 0.000156602 0.000138559
threshold=0.08955500000000001 -0.0068949999999999992 -1.0000000180025095e-35 -0.53104499999999988 -0.47860499999999995 1.0000000180025095e-35 -0.084044999999999995 -0.069644999999999985 0.12796000000000005 0.113445 -0.23091999999999999 0.092670000000000016 0.086260000000000017 -0.10607499999999999 -0.077999999999999986 -1.0000000180025095e-35 0.086365000000000011 0.084100000000000022 -0.048699999999999993 0.09585500000000001 0.066275000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6 -7 9 10 -9 12 13 15 18 -12 17 -8 -15 -13 -16
right_child=-2 2 3 4 5 7 16 8 -10 -11 11 19 -14 14 20 -17 -18 -19 -20 -21 -22
leaf_value=-0.0013635637682371791 0.0010885170131339399 -0.001611773564806241 -0.001598163559507007 0.0028094931327002056 -0.00216601192243096 0.0018957912623593391 0.0015614056604269953 0.0017570141431170825 -0.0013293464253803849 0.0017050118638892687 0.0023305324283955072 -0.0026038796173604895 -0.0010654244665600587 6.930477238252934e-05 0.0013587550202148945 0.00048651647520797599 -0.0010395224215315841 -0.00062838799133315565 -0.0016723305977314211 -0.0008144661790565398 -0.00014760220900574702
leaf_weight=0.0017071967560422499 0.0017005996561056938 0.0011404441332718554 0.0010707206172924045 0.0010071118104857347 0.0016904635393409865 0.0014498801078914872 0.0013770709696032781 0.0010658852836655805 0.0012826509984407162 0.0017900423541412644 0.0012217931887334998 0.0010439110129070181 0.00114491144445239 0.0010236932062994697 0.0013872149845930385 0.0013772651560870512 0.0015199022832277365 0.0018609426726174938 0.0012320475956699743 0.0010253258865233761 0.0012084258380795632
leaf_count=493 118 64 30 40 594 222 47 23 34 135 19 60 48 49 145 61 279 336 193 13 118
internal_value=0 -0.000104197 -2.12493e-05 5.19532e-05 0.000126475 7.44774e-06 -0.00066075 0.000272554 0.000113568 0.000250453 2.8491e-05 -0.000144268 0.0002344 0.000434144 -5.83185e-05 0.00135337 -0.000125938 0.000302893 -0.000881947 -0.00171721 0.000657456
internal_weight=0 0.0276269 0.0259197 0.0247793 0.0237085 0.0227014 0.00644838 0.016253 0.0148032 0.0135205 0.0117305 0.0106646 0.00859535 0.00745044 0.00485138 0.00259906 0.00475792 0.00323801 0.00225574 0.00206924 0.00259564
internal_count=3121 3003 2510 2446 2416 2376 1256 1120 898 864 729 706 633 585 505 80 662 383 242 73 263
is_linear=0
shrinkage=0.00325215


Tree=949
num_leaves=31
num_cat=0
split_feature=39 9 42 156 15 1348 14 1374 51 43 480 151 0 0 159 49 2 16 160 128 13 13 43 16 130 1429 2 13 15 42
split_gain=0.00221868 0.00223619 0.00185892 0.00157221 0.00154054 0.00196227 0.00182932 0.00142709 0.00131928 0.00129031 0.00119784 0.00121161 0.00150679 0.00197744 0.00155914 0.00148429 0.00130504 0.00123764 0.00167025 0.00121721 0.00134422 0.00161013 0.00116755 0.00179428 0.00122321 0.00108707 0.000992779 0.00105598 0.00125351 0.000983587
threshold=0.16946000000000003 -0.036024999999999995 -0.26584999999999998 -1.0000000180025095e-35 -0.24436499999999997 0.093335000000000015 0.076175000000000007 0.10637000000000001 0.11144500000000002 0.39192500000000002 0.084710000000000021 -0.40381499999999992 -0.10607499999999999 -0.084269999999999984 -0.032739999999999991 0.10247500000000002 0.09142500000000002 -0.093244999999999981 0.086325000000000013 0.086435000000000012 -0.53104499999999988 -0.42195999999999995 -0.074359999999999996 0.15891500000000003 -1.0000000180025095e-35 -1.0000000180025095e-35 0.12358500000000001 -0.14819499999999997 -0.11713499999999999 0.086375000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 8 6 7 9 25 10 11 -6 17 16 -15 19 -14 18 26 20 -16 -22 24 29 -23 -5 27 -13 -29 -24
right_child=-2 2 3 4 5 -7 -8 -9 -10 -11 -12 12 13 14 15 -17 -18 -19 -20 -21 21 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0014869830487914877 0.0014868757384742068 -0.0014865653198026458 -0.0014861748429479114 -0.00037226618095473753 -0.0012405038014753843 0.0014666497583020997 -0.0013647905260701534 -0.0014718322261692046 -0.00066580260662475884 -0.0014864261822235922 -0.0014861756580990975 0.0013631347806906666 -0.0012341723276201452 -0.0014862246854136253 -0.0014867540433644915 0.0011039479046744596 0.00016267588278895959 0.00073177625356864748 -0.00099029170680132159 -0.001486129909095807 0.001445048671773141 -0.0010664437358516732 0.00030338566159823934 -0.0014861957457626405 0.00048355007593106072 0.0012235606447383346 -0.00080728715483638011 -0.0009673863817469023 0.00054263907219481938 -0.0010647115761689575
leaf_weight=0.0019647046724635677 0.0020454412813819536 0.0021324684071259972 0.0017193517891289636 0.0011755051673389971 0.0017236978206085487 0.0016855218333944313 0.0026589290925116407 0.0016509097703902844 0.0014684026969007391 0.0013945260228744863 0.0012419511083052717 0.0022749213566157795 0.0053630172951684039 0.0014631167538681203 0.0012012568477075504 0.0028493428464813056 0.0020383742422307449 0.0095283494117950202 0.0027967903643286727 0.0012031369875717948 0.0018758668702503157 0.0012588580177634876 0.0052969016535247375 0.002422664725976631 0.010521768103139088 0.0047581218403607286 0.001530686153046191 0.0015778131979971039 0.0052646954810597855 0.0014860367566758015
leaf_count=89 23 18 163 4 55 25 90 23 17 98 163 27 555 114 3 88 104 139 44 75 13 34 217 131 282 176 16 22 73 240
internal_value=0 -7.96385e-05 -0.000117376 -8.0617e-05 -4.95192e-05 -0.000117407 -0.000156314 -0.000107603 0.000595321 -7.25833e-05 -4.12472e-05 -1.21517e-05 2.3164e-05 -0.000162519 9.37435e-06 8.72037e-05 -0.000849474 0.00032206 3.16966e-05 -2.74562e-05 4.54756e-05 0.000125984 8.07911e-06 -0.000388432 0.00031792 0.000907413 0.000300128 0.000486047 0.000194442 3.65674e-06
internal_weight=0 0.0835277 0.081563 0.0794305 0.0777112 0.0703091 0.0686236 0.0659647 0.00740203 0.0643138 0.0629192 0.0616773 0.0599536 0.0369803 0.0295789 0.0281158 0.00740139 0.0229733 0.0134449 0.0252665 0.0240634 0.0228621 0.0209862 0.0092056 0.0117806 0.00593363 0.0106481 0.00911743 0.00684251 0.00678294
internal_count=3121 3098 3009 2991 2828 2631 2606 2516 197 2493 2395 2232 2177 1856 1197 1083 659 321 182 995 920 917 904 588 316 180 138 122 95 457
is_linear=0
shrinkage=0.00148603


Tree=950
num_leaves=23
num_cat=0
split_feature=1213 11 16 3 48 1 47 15 13 1 3 1 16 1 3 3 15 3 2 2 16 49
split_gain=0.000216028 0.000211501 0.00027739 0.00025069 0.000333142 0.000383672 0.000429611 0.000317899 0.000286977 0.000403188 0.000293801 0.000285047 0.000429015 0.000258977 0.000257911 0.000419708 0.000333032 0.000219945 0.000214538 0.000119839 0.000101207 4.04817e-05
threshold=-1.0000000180025095e-35 0.081790000000000015 -0.23935499999999996 -0.12018999999999998 -0.086869999999999989 0.094385000000000011 0.092530000000000015 -1.0000000180025095e-35 -0.0034749999999999994 0.08844500000000001 -0.055119999999999995 0.11588000000000001 -0.061854999999999993 0.086560000000000012 0.12178000000000001 0.13524500000000003 -0.049819999999999996 0.0051600000000000005 0.10584500000000001 0.10467500000000002 -0.072359999999999994 -0.052259999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 7 -5 8 14 -2 9 10 -6 -8 -13 17 16 -16 20 -10 -12 -9 -7 -18
right_child=1 2 -4 4 5 6 11 19 13 -11 18 12 -14 -15 15 -17 21 -19 -20 -21 -22 -23
leaf_value=-0.0017919283790772862 0.0031672977998086376 0.00047716341825422283 -0.0024682261174833022 -0.0021736581296420746 -0.0017940431889249286 0.0020980816795413289 -0.001790702086054301 -0.00056075341336411333 -0.00171320036837467 0.0024524271114726194 0.0014061762444134585 0.0023129957655695964 -0.00085083388458769341 -0.0024605743687656492 -0.0017000639626890959 0.0018409100747545006 9.2384346394831183e-05 0.00078473645584343924 -0.00103412474830326 0.0013960922520882431 0.0038718007309612107 0.0012849677750747758
leaf_weight=0.0011981807709224848 0.001028184931184839 0.0010002691519730433 0.0013032381594424427 0.0011996244873877506 0.0016956046087460673 0.0010809885095373062 0.0015892634876912837 0.0012037786882785886 0.0011929105131298643 0.0010743611904748818 0.0016189507554909026 0.001248755121357803 0.0019324165418410644 0.0019218119081267915 0.0010999184069078183 0.0012840842172661127 0.0010123015248524325 0.0013078650141906678 0.0010519136663917905 0.0010259976229463064 0.0012029672185995821 0.0010027961781915451
leaf_count=491 70 41 131 65 905 123 73 68 231 146 59 45 55 91 10 124 43 66 37 17 119 111
internal_value=0 3.21372e-05 -0.00118923 0.000141293 -1.65295e-05 0.000104864 0.000628628 0.00123204 -0.000503335 0.000143641 -0.000424432 -0.000335755 0.000391114 -0.00129927 0.00131701 0.000207194 0.00193246 -0.00040682 0.000445069 0.000339659 0.00303231 0.000685863
internal_weight=0 0.028078 0.00230351 0.0257745 0.0225165 0.0213169 0.0114535 0.00325796 0.00986342 0.00544083 0.00436647 0.00477044 0.00318117 0.00442259 0.00668306 0.002384 0.00429905 0.00250078 0.00267086 0.00222978 0.00228396 0.0020151
internal_count=3121 2630 172 2458 2303 2238 703 155 1535 1147 1001 173 100 388 530 134 396 297 96 85 242 154
is_linear=0
shrinkage=0.004207


Tree=951
num_leaves=23
num_cat=0
split_feature=1348 14 11 4 3 15 48 150 0 1 3 15 15 0 43 43 42 3 12 48 52 49
split_gain=0.000224648 0.00037223 0.00024374 0.000293826 0.000416727 0.000271631 0.000279916 0.000436846 0.00041023 0.000313668 0.000411068 0.000275563 0.000234429 0.000249339 0.000313578 0.000462626 0.000347781 0.000302534 0.000268673 0.000228057 0.000149821 7.06404e-05
threshold=0.084620000000000015 0.062655000000000016 0.087830000000000005 0.27287000000000006 0.10893000000000001 -0.14147499999999996 0.093265000000000015 0.099310000000000009 -0.10607499999999999 0.077565000000000009 -0.0063699999999999989 0.091650000000000023 0.088345000000000021 -0.08824499999999999 -0.074359999999999996 0.055925000000000009 -0.092814999999999981 -0.077774999999999983 0.085885000000000017 0.12879500000000002 -0.068719999999999989 -0.066019999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 7 8 9 -7 -11 12 13 -10 16 -16 -15 18 -18 21 -12 -8
right_child=-2 -3 -4 4 -6 6 19 -9 11 10 20 -13 -14 14 15 -17 17 -19 -20 -21 -22 -23
leaf_value=-0.0021878354232963545 0.0019088506541850678 -0.002774000982689533 -0.0017196345371119758 0.0034987531003115055 -7.6712371629366393e-05 -0.0010408910247008275 0.0012987881267761152 -0.0030587784724140183 -0.0022581582294253235 0.003574697027911136 -0.00076173963146181892 -0.0026956586623751123 0.001494310447966121 -0.0015705539032975133 -0.0029735349780363393 0.00024884502989703242 0.0020041976287645501 0.0032567345127600981 -0.0010965512403365676 -9.3413365097904676e-05 0.00155573656888027 0.0029546344995596526
leaf_weight=0.0011536184078941815 0.0011315238170563893 0.0010151539734870587 0.0015805055301001394 0.0011609768146447754 0.0014754536450372058 0.0010730215357561612 0.0010057277462394154 0.0010033706562673208 0.0013863190874477344 0.0014290205098710373 0.0010117839610188639 0.0010150656832619296 0.0013274443597094407 0.001113257219662156 0.0016018149231590475 0.00199278958726401 0.0010610586826503843 0.0010776267439609449 0.001172398597463209 0.0016261955253487059 0.0012343307720925623 0.0010492822753427325
leaf_count=143 69 102 106 183 107 60 41 117 285 51 30 396 200 91 477 85 88 82 199 60 32 117
internal_value=0 -0.000120831 -1.93896e-05 8.8227e-05 0.00149778 -7.81633e-05 3.67422e-05 -0.000198656 -2.46883e-05 0.00108273 0.00170277 -0.000472281 -0.000262001 -0.000509884 -0.000207642 -0.0011871 0.00058813 0.00131393 0.000376536 0.00115575 0.000511807 0.00214426
internal_weight=0 0.0275662 0.0265511 0.0249706 0.00263643 0.0223341 0.0211805 0.0174993 0.0164959 0.00474816 0.00367514 0.0117478 0.0107327 0.00940526 0.00801895 0.0035946 0.00442434 0.00331108 0.00223346 0.00368121 0.00224611 0.00205501
internal_count=3121 3052 2950 2844 290 2554 2411 2193 2076 173 113 1903 1507 1307 1022 562 460 369 287 218 62 158
is_linear=0
shrinkage=0.0044645


Tree=952
num_leaves=23
num_cat=0
split_feature=128 44 124 50 15 15 2 159 0 1 52 52 52 4 2 13 47 43 3 3 3 0
split_gain=0.000224297 0.00021363 0.000293106 0.000290209 0.000495784 0.000427137 0.000295637 0.000286297 0.000260263 0.000257626 0.000196044 0.000305574 0.000446334 0.000397993 0.00036111 0.000341211 0.000250492 0.000244451 0.000177301 0.000439068 0.000149838 8.06704e-05
threshold=0.086435000000000012 0.084760000000000016 -0.043384999999999993 0.10647500000000001 -0.23909999999999995 -0.10203999999999998 -1.0000000180025095e-35 0.091530000000000014 -0.13455999999999999 0.096860000000000016 -0.24164999999999998 -0.081429999999999989 -0.0064899999999999992 0.0037800000000000004 0.090675000000000019 -0.086589999999999986 0.11635500000000001 -0.086909999999999987 0.097915000000000016 -0.116045 0.14121000000000003 -0.083914999999999976
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 9 4 -4 8 -7 10 -6 -1 16 17 13 -13 15 -14 -8 -12 19 -16 -20 -17
right_child=-2 -3 3 -5 5 6 7 -9 -10 -11 11 12 14 -15 18 21 -18 -19 20 -21 -22 -23
leaf_value=0.00013406057705531919 -0.0015140411124271807 -0.0014683013594193398 0.0020656082239933126 -0.0018180137932544281 -0.00020388598207278538 0.0018926539451398819 -0.0016500855201882212 -0.0017042388353693178 -0.002407383946874387 0.0027015552803823333 0.0028246925983629683 -0.0028893461613453643 -0.00032617533442745892 0.00020213385902744852 0.00046963402463303386 0.002829289077963237 0.00056680318663705688 0.00054725393874993156 0.0016084019369638815 -0.0022940676526821894 -0.0002762331849898138 0.0014763449654128895
leaf_weight=0.0010043780682487116 0.0012540956261216643 0.0011590181886447217 0.0015166481655999276 0.0010852777412377881 0.0013028862535762187 0.0011610944439599457 0.0015907980753075346 0.0011571041028943787 0.0014717165270212674 0.0010110978298714102 0.0010019678513515373 0.0011163841410427528 0.0010676424014086586 0.001034305509227007 0.0017101183452741253 0.0011063047988729641 0.0011196165711488959 0.0015439364383193982 0.001032291680225228 0.0013079700470153277 0.0011495585121110707 0.0011681550189639915
leaf_count=62 207 48 150 276 66 52 260 205 151 177 52 188 186 34 47 179 27 81 39 305 24 305
internal_value=0 3.95675e-05 0.000107677 -4.36753e-06 8.28861e-05 -6.0024e-05 0.000139354 2.03471e-05 -0.00137267 0.00142209 0.000145466 0.000325592 5.94064e-05 -0.0014026 0.000427505 0.00134838 -0.000734334 0.00144356 -0.000164357 -0.000728091 0.000615438 0.00213442
internal_weight=0 0.0268183 0.0256593 0.0236438 0.0225585 0.0210419 0.0182672 0.0171062 0.0027746 0.00201548 0.015949 0.0132386 0.0106927 0.00215069 0.00854204 0.0033421 0.00271041 0.0025459 0.00519994 0.00301809 0.00218185 0.00227446
internal_count=3121 2914 2866 2627 2351 2201 1984 1932 217 239 1727 1440 1307 222 1085 670 287 133 415 352 63 484
is_linear=0
shrinkage=0.00359063


Tree=953
num_leaves=31
num_cat=0
split_feature=31 39 42 151 1348 14 156 15 151 1456 1213 1366 16 41 157 124 156 2 38 12 1374 130 43 4 160 49 15 16 3 49
split_gain=0.00134893 0.00118275 0.0011368 0.00116195 0.00133982 0.00124844 0.00108577 0.00104327 0.000817793 0.0013187 0.00108718 0.000683298 0.000733739 0.000639422 0.000858132 0.000844552 0.000740187 0.000709259 0.000695491 0.00068981 0.000754112 0.000712913 0.00120269 0.00126503 0.000992745 0.000845184 0.000850674 0.00123387 0.000803202 0.000940472
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 -0.40381499999999992 0.090205000000000021 0.076175000000000007 -1.0000000180025095e-35 -0.47006499999999996 -0.10959499999999998 -1.0000000180025095e-35 -0.082704999999999987 -1.0000000180025095e-35 -0.5335399999999999 0.079885000000000025 -0.073574999999999988 0.0049200000000000008 0.10541000000000002 0.10060500000000001 0.088570000000000024 0.11650500000000001 0.086000000000000007 -0.0015749999999999998 -0.17390999999999998 -0.49405499999999997 -0.090969999999999981 0.094245000000000009 -0.095869999999999983 -0.096824999999999981 -0.078934999999999991 -0.079429999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 -8 -9 -10 -11 -12 -13 14 -14 16 18 -15 19 20 21 -16 -23 -24 -25 26 27 -26 -28 -30
right_child=1 -3 3 4 -6 -7 7 8 9 10 11 12 13 17 15 -17 -18 -19 -20 -21 -22 22 23 24 25 -27 28 -29 29 -31
leaf_value=0.0013733012729746383 -0.0013731356879579651 0.0013732416749912546 -0.0012177934102029395 -0.0013729632659469978 0.0013154245714795821 -0.0011580099626948605 0.0013729742969505413 0.00087278208904104711 -0.001372964076389292 -0.0013729425925573706 -0.00094306323542423399 0.0011393847868842091 0.00065152846679889702 -0.0012658304802276614 -0.00074256721252512117 0.001161868962670156 -0.0011349657953176491 0.00022194293375756257 -0.0009550360925105148 -0.00075282739712713442 -0.00097085885461235116 0.00088228962975771014 -0.0013458547321273293 -0.00090139268658671293 0.0005903650237722714 0.0011033701154046661 -0.00015879543518007878 -0.0010911075575041451 -0.00030013079585397204 0.00073839493859755294
leaf_weight=0.0012516660595291986 0.0012796264851644415 0.0010549928881857787 0.0015991814591842504 0.0011008746696239404 0.0013591855637571362 0.001898965901283133 0.0010296657117798693 0.0018466513225305894 0.0013959537159475835 0.0010900925903727368 0.0013609172392978755 0.0011244500934210885 0.0041164536354898465 0.0014777809781492115 0.0016700266467859484 0.001121170246662472 0.0011434520969442188 0.0010213067156428224 0.0014100092704651948 0.0019873626930859692 0.0012281069225723576 0.0039429317998020954 0.0011437399325870739 0.0016122166520475814 0.0012978732415582783 0.0018466503236806977 0.0052361923037626866 0.0022456934019352481 0.0021070363172839279 0.0074702493398320462
leaf_count=86 18 21 64 159 33 96 69 74 230 263 50 48 225 46 176 35 95 33 32 65 36 52 33 160 51 90 444 73 55 209
internal_value=0 -6.71407e-05 -9.37239e-05 -6.44281e-05 -3.04511e-05 -6.50145e-05 -2.43387e-05 5.39869e-06 -2.33999e-05 -5.85741e-05 -1.8384e-05 1.47505e-05 4.49223e-05 1.56752e-05 5.82006e-05 -1.06719e-05 -4.89526e-05 -0.000657819 -1.15467e-05 3.03033e-05 8.2529e-05 0.000127806 0.000181836 6.15445e-05 0.00013533 0.000218059 0.000129 -0.000475248 0.000273543 0.000509916
internal_weight=0 0.0582188 0.0571638 0.0558842 0.054285 0.0529258 0.0510269 0.049926 0.0488963 0.0470497 0.0456537 0.0445636 0.0432027 0.0420783 0.0395792 0.0354627 0.0343415 0.00249909 0.0331981 0.0317881 0.0298007 0.0285726 0.0269026 0.0229597 0.0218159 0.0202037 0.018357 0.00354357 0.0148135 0.00957729
internal_count=3121 3035 3014 2996 2932 2899 2803 2644 2575 2501 2271 2008 1958 1910 1831 1606 1571 79 1476 1444 1379 1343 1167 1115 1082 922 832 124 708 264
is_linear=0
shrinkage=0.00137286


Tree=954
num_leaves=31
num_cat=0
split_feature=39 9 42 151 1348 14 156 15 151 1456 1213 157 133 13 403 132 456 0 1 4 133 15 159 13 1 13 15 12 130 1
split_gain=0.00164207 0.00154353 0.00137106 0.00132251 0.00166829 0.00152642 0.00122576 0.00111591 0.00111323 0.00146937 0.00113381 0.000894675 0.000905525 0.00110805 0.00115747 0.00135295 0.00109844 0.000964783 0.0010469 0.00205989 0.00116605 0.000955779 0.00106848 0.000893029 0.000946606 0.00100445 0.00155212 0.00090024 0.000847505 0.00114084
threshold=0.16946000000000003 -0.036024999999999995 -0.26584999999999998 -0.40381499999999992 0.090205000000000021 0.078320000000000015 -1.0000000180025095e-35 -0.47006499999999996 -0.10959499999999998 -1.0000000180025095e-35 -0.082704999999999987 0.087580000000000005 -0.25159999999999993 -0.084034999999999985 -0.088999999999999982 0.080640000000000017 0.041000000000000002 -0.23091999999999999 0.11212500000000002 -1.0000000180025095e-35 0.099660000000000012 0.12044500000000001 -1.0000000180025095e-35 -0.53104499999999988 0.10828500000000001 -0.47860499999999995 0.091475000000000015 0.092355000000000007 -0.0015749999999999998 0.086560000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5 -8 -9 -10 -11 12 -12 23 -15 16 17 -16 19 20 28 22 -20 -14 25 -25 27 -27 -19 -30
right_child=-2 2 3 4 -6 -7 7 8 9 10 11 -13 13 14 15 -17 -18 18 21 -21 -22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=0.0012942654175040022 0.0012942293773775941 -0.0012940170884610403 -0.0011446161251614567 -0.0012937739669480149 0.0012542830150262772 -0.0011420998996147641 0.0012937773409172429 0.00085925702222006616 -0.0012937804504597925 -0.0012937468698181235 -0.00085706539156188216 -0.0010824915091993442 -0.00039516186225319809 -0.0012746039046668063 0.00063661533193897781 0.000807113650315735 -0.0012699434757748663 -0.00094519541367420385 -0.00061414752073072124 -0.00098088186002700975 -0.0012939112784867671 -0.0007848664295296156 0.00087756833504083699 0.0011247569824436778 0.0011648446818335846 0.00054608394033208731 -0.0012938456579327834 -0.00062850901908124306 0.00053421733787599945 -0.00047366413601480629
leaf_weight=0.0013857828428935895 0.0015414641335382831 0.001534106574354154 0.0018142142366457384 0.0012366195437305541 0.0016627322789446444 0.0021027548943592924 0.0011079276548997532 0.0023205932328096415 0.0015583376073085011 0.0011407163903514031 0.0018200435863704447 0.0012222003738084899 0.0022582270918860567 0.0012739226508235993 0.0030327874169415589 0.003010182185342102 0.0012946313119090993 0.001099257078189809 0.0010141024163203838 0.0052114060731156845 0.0010604399110754068 0.0010644696585586644 0.003871739604761614 0.002033136979662232 0.0027223424665763227 0.005960213868842601 0.0011374467738463068 0.0013369983664972551 0.0067934089256080736 0.0025985177961445061
leaf_count=89 23 18 64 159 33 84 66 74 231 265 154 105 24 306 29 109 43 81 18 140 77 7 88 9 97 260 44 23 224 177
internal_value=0 -5.65773e-05 -8.56934e-05 -5.61568e-05 -2.37556e-05 -5.96016e-05 -1.97932e-05 8.36808e-06 -1.76032e-05 -5.63513e-05 -1.85083e-05 1.06931e-05 3.81885e-05 7.30247e-05 -6.68065e-05 -1.56055e-05 -0.000107191 -4.87223e-05 -0.000140232 -0.000305707 -1.1077e-06 0.000325939 0.000567949 0.000356562 0.000485262 0.000308524 0.000111775 0.000330875 0.000129568 0.000255361
internal_weight=0 0.0656793 0.0642935 0.0627594 0.0609452 0.0592824 0.0571797 0.055943 0.0548351 0.0525145 0.0509562 0.0498155 0.0485933 0.0467732 0.0313249 0.0300509 0.0270408 0.0257461 0.0227133 0.016763 0.0115516 0.00595031 0.00488584 0.0154484 0.0131901 0.0104678 0.00843466 0.00729721 0.0104912 0.00939193
internal_count=3121 3098 3009 2991 2927 2894 2810 2651 2585 2511 2280 2015 1910 1756 1299 993 884 841 812 699 559 113 106 457 433 336 327 283 482 401
is_linear=0
shrinkage=0.00129368


Tree=955
num_leaves=21
num_cat=0
split_feature=1 42 42 2 43 52 13 1 52 2 0 0 3 16 0 2 43 2 52 4
split_gain=0.000204712 0.000319535 0.000320514 0.000305816 0.000305251 0.000404584 0.000361917 0.000293352 0.000276786 0.000418934 0.000374072 0.000287386 0.000250202 0.000385284 0.00026364 0.000250544 0.000448024 0.000247297 0.00013817 0.00012215
threshold=0.104035 0.091735000000000025 -0.0060199999999999993 0.14445500000000003 -0.083684999999999996 -0.087769999999999987 -0.033284999999999988 0.10708500000000001 0.10160000000000001 0.090545000000000014 -0.11756999999999999 -0.098289999999999975 0.10893000000000001 -0.071854999999999988 -0.033209999999999996 0.11144000000000001 -0.074359999999999996 0.084245000000000014 -0.068719999999999989 -0.084134999999999988
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 7 6 -6 -4 -2 9 11 -11 17 14 -14 15 16 -9 -7 -15 -1
right_child=3 -3 4 -5 5 8 -8 12 -10 10 -12 -13 13 18 -16 -17 -18 -19 -20 -21
leaf_value=-0.00058369357146167457 0.001769096848180719 -0.0016210738012605145 1.5518429931600882e-05 0.0021509106595379314 -0.0017952869352689947 0.0015131082081253182 0.0026744011903711341 0.00059327812869239662 -0.0012291236442393729 0.00011577788491817144 0.0025442287285726618 -0.0016702781104786517 0.00045523452490075139 -0.0026721373578363593 0.0016961661840573399 0.0013640409291199151 -0.0022307354691198126 -0.00077733917446866927 -0.00086656258379223838 -0.0022140541305209148
leaf_weight=0.0012852297030854221 0.0012278091399267064 0.0019399565573456892 0.0014193935872398589 0.0010412184808874523 0.0015737425773350031 0.0011840845704114162 0.0011470471767189858 0.0016474333517511059 0.0014782486636580883 0.0014958007071772528 0.001656505014414833 0.0013225478074514446 0.0017950711726335555 0.0010461290438144033 0.0014761898103219356 0.0011210322716861398 0.001205627846178281 0.001152904930059151 0.0010547068555126771 0.0010225438016899799
leaf_count=270 73 482 259 122 200 25 51 102 186 45 67 310 92 17 105 93 61 42 26 493
internal_value=0 -0.000278055 -0.000101275 0.000330638 0.000122407 -0.000158978 0.00120388 0.000151397 0.000151649 0.000451293 0.0013919 -0.000358945 -6.11206e-05 -0.000742367 0.00042584 -4.60273e-05 -0.000600075 0.000383164 -0.00176566 -0.00130608
internal_weight=0 0.016678 0.014738 0.0116152 0.0124303 0.00986383 0.00256644 0.010574 0.00829009 0.00681184 0.00315231 0.00365954 0.00934619 0.00389591 0.00545028 0.00397409 0.00285306 0.00233699 0.00210084 0.00230777
internal_count=3121 2430 1948 691 1185 875 310 569 675 489 112 377 496 135 361 256 163 67 43 763
is_linear=0
shrinkage=0.00352023


Tree=956
num_leaves=31
num_cat=0
split_feature=31 39 42 1348 14 151 16 1213 156 15 3 46 43 156 52 484 403 457 159 2 130 15 43 160 43 34 133 1374 133 1212
split_gain=0.0020687 0.00183024 0.00154927 0.00134622 0.00155885 0.00135497 0.00131405 0.0012512 0.00122129 0.00122754 0.00100125 0.00115896 0.000879303 0.000796245 0.00104203 0.000829162 0.00145505 0.00127517 0.0013699 0.00124529 0.00110625 0.00123166 0.00125772 0.00141335 0.00166599 0.0011443 0.0011254 0.00128088 0.00141474 0.00148516
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 0.095915000000000014 0.076175000000000007 -0.5225749999999999 -0.54165499999999989 -0.082704999999999987 -1.0000000180025095e-35 -0.47006499999999996 0.30112000000000005 0.089105000000000018 0.39192500000000002 0.091255000000000017 -0.07167999999999998 0.085130000000000011 -0.092474999999999988 -0.0029299999999999994 0.082585000000000006 0.11747 -0.0015749999999999998 0.097485000000000016 -0.14968999999999996 -0.079874999999999988 -0.090299999999999991 -1.0000000180025095e-35 0.10622000000000002 -0.094929999999999987 -0.0061299999999999992 -0.47073499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 12 -12 13 15 -15 16 -11 19 20 -18 -19 22 -22 -24 -25 -26 27 -27 29 -29
right_child=1 -3 3 -5 -6 6 7 8 9 10 11 -13 -14 14 -16 -17 17 18 -20 -21 21 -23 23 24 25 26 -28 28 -30 -31
leaf_value=0.0014575797883725446 -0.0014573095564977964 0.0014576632240975991 -0.0013984152187855791 0.0014354320930397169 -0.0012120390352803013 0.0012199341903079192 -0.0014569921480377163 -0.0014569917474016808 0.0014570230771191505 -0.0014407459834491509 0.0014570247782306899 -0.00047517520640066337 -0.0011948547401028019 -0.0013064083742672032 0.00026371020257819088 0.00062825898889920604 -0.0012741787406154242 -0.00073523374600176575 -0.00097073194692119463 0.0004560056937794151 0.00095855560330280044 -0.00061426074609385992 -0.00091770810765878742 -0.001077497241531512 -0.0011226348037523598 -0.00049106287321315002 -0.00082828589140102613 0.0010050259250191621 0.00083782426563798213 -0.0012843129349899235
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leaf_count=86 18 21 45 22 98 54 288 158 65 320 82 9 100 138 85 158 164 146 188 12 48 145 105 51 22 19 37 3 274 160
internal_value=0 -8.22947e-05 -0.000116876 -8.24911e-05 -0.000109552 -6.56401e-05 -3.28084e-05 -6.7517e-05 -3.68951e-05 -7.00502e-06 -3.67599e-05 0.000794261 -8.03854e-05 -5.03177e-05 -0.000695724 -2.0336e-06 -5.73712e-05 -9.24207e-06 7.04128e-05 -0.000767262 0.000139262 0.000209832 0.000299937 0.000172221 0.000275764 0.000383404 0.000455122 0.000541832 0.000672742 -0.0003466
internal_weight=0 0.0729485 0.0713463 0.069562 0.0683435 0.0657257 0.0641455 0.0624162 0.0610703 0.0598114 0.05862 0.00292384 0.0556962 0.054233 0.00377487 0.0504581 0.0463856 0.0448261 0.0405635 0.00426253 0.0380475 0.0352064 0.0317364 0.0265818 0.0242756 0.022487 0.0214648 0.0201064 0.0178447 0.00248715
internal_count=3121 3035 3014 2996 2974 2876 2831 2777 2489 2331 2266 91 2175 2075 223 1852 1694 1374 1198 176 1010 864 719 671 566 515 493 456 437 163
is_linear=0
shrinkage=0.00145689


Tree=957
num_leaves=31
num_cat=0
split_feature=31 39 42 453 1348 14 1456 2 123 13 13 403 41 484 457 158 15 4 0 0 0 43 47 42 133 51 15 159 3 16
split_gain=0.00182039 0.00153491 0.00112544 0.00114865 0.00130598 0.00108114 0.000938093 0.000918749 0.00120624 0.00137541 0.00166166 0.000914319 0.000827359 0.000943526 0.00113291 0.000970884 0.000925577 0.00126519 0.000800926 0.000928743 0.000898254 0.00103837 0.000790576 0.000767538 0.00069623 0.000704805 0.000598099 0.000781473 0.00055669 0.000523387
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 0.10218000000000001 0.090205000000000021 0.078320000000000015 -1.0000000180025095e-35 0.099185000000000009 0.083855000000000013 -0.53104499999999988 -0.39067499999999994 -0.092474999999999988 0.079885000000000025 0.085595000000000018 -0.0029299999999999994 0.084765000000000021 -0.095869999999999983 0.24564500000000003 -0.10607499999999999 -0.084269999999999984 -0.083914999999999976 -0.17390999999999998 0.097480000000000011 0.088380000000000014 0.09389500000000002 -0.071649999999999978 0.024640000000000006 -1.0000000180025095e-35 -0.055119999999999995 0.066275000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4 11 9 -9 -11 -8 13 14 -13 16 17 -16 -18 23 -21 -22 29 -20 25 -12 27 -27 -28 -23
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leaf_count=86 18 21 270 18 35 86 301 9 125 67 116 127 46 144 107 88 57 38 272 15 33 382 46 66 114 42 59 235 22 76
internal_value=0 -5.85552e-05 -9.14062e-05 -6.37286e-05 -3.27984e-05 -6.40914e-05 -2.98491e-05 3.63713e-06 0.000211872 0.000104264 0.000203697 -0.000149699 -0.000101812 -4.85053e-05 -0.000133358 -5.74201e-05 5.14158e-06 -0.000486111 0.000161598 -2.30511e-05 0.000184384 2.18074e-05 -0.000313898 -0.000703848 4.6104e-05 0.000149398 0.000252478 0.000399326 -0.000334368 -0.000631912
internal_weight=0 0.0590096 0.0576363 0.0563663 0.0548865 0.0536191 0.0518863 0.0501017 0.0212473 0.0190193 0.0176347 0.0288544 0.0277031 0.0262677 0.023556 0.0220384 0.0209685 0.00506501 0.0159035 0.0114511 0.00877686 0.00764321 0.00517687 0.00267426 0.0153162 0.0134968 0.0120846 0.00966591 0.00241873 0.00375045
internal_count=3121 3035 3014 2996 2978 2943 2857 2587 789 664 655 1798 1497 1451 1307 1180 1092 145 947 890 552 537 504 338 588 474 358 277 81 458
is_linear=0
shrinkage=0.00131955


Tree=958
num_leaves=31
num_cat=0
split_feature=31 39 42 2 376 1348 14 3 151 0 0 0 3 48 484 16 132 16 4 13 43 15 1 3 15 15 13 42 1 15
split_gain=0.00192666 0.00166338 0.00143673 0.00120336 0.00124173 0.00125339 0.00134422 0.00112475 0.00109295 0.00119435 0.00227657 0.00106426 0.00113058 0.00104941 0.00117934 0.000909469 0.000891896 0.000979606 0.000890027 0.000857461 0.0011205 0.000903047 0.0008411 0.00139845 0.00121377 0.000955796 0.000794534 0.000812091 0.000998257 0.000742004
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 0.17025000000000004 0.088470000000000007 0.10621500000000002 0.078320000000000015 0.30112000000000005 -0.40381499999999992 -0.10607499999999999 -0.084269999999999984 -0.083914999999999976 -0.12018999999999998 0.12879500000000002 -0.0068949999999999992 -0.16927999999999996 0.081465000000000024 -0.25582999999999995 0.181285 -0.47860499999999995 -0.06984499999999999 -0.072289999999999979 0.077565000000000009 0.11296500000000002 -0.093244999999999981 -0.10653 -0.0034749999999999994 0.084755000000000011 0.11910500000000002 -0.11713499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 8 -4 13 15 -12 16 14 -10 18 17 -13 -11 -14 26 -22 23 -16 25 29 27 -21 -29 -24
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leaf_count=86 18 21 60 51 48 16 83 87 46 19 35 30 13 20 82 766 23 149 23 80 71 631 66 4 100 38 168 252 27 8
internal_value=0 -3.65902e-05 -6.99329e-05 -3.80365e-05 -6.33989e-05 -0.000102934 -0.000129682 -9.33366e-05 -0.000132513 -9.87255e-05 -0.000266181 -7.87444e-05 -0.000142456 0.000153741 0.000243288 -0.000981275 0.000237452 6.81191e-05 -0.00032085 -0.000374941 -0.000493299 -0.000944414 0.000337988 -0.000359671 0.000463383 0.000160916 -0.000139932 0.000195581 -0.000229218 0.000521144
internal_weight=0 0.066681 0.0651407 0.0635845 0.0624581 0.0599571 0.0588878 0.0571336 0.0548642 0.0532453 0.0320123 0.025364 0.0241257 0.021233 0.0195501 0.00664827 0.00915892 0.00792137 0.00246994 0.0149668 0.0132481 0.00581918 0.0181208 0.00276077 0.01536 0.00951516 0.00742888 0.00476687 0.00305176 0.0056456
internal_count=3121 3035 3014 2996 2945 2897 2881 2798 2711 2651 2287 1479 1444 364 344 808 202 179 42 1242 1229 702 298 86 212 112 527 359 279 74
is_linear=0
shrinkage=0.00137286


Tree=959
num_leaves=31
num_cat=0
split_feature=39 9 42 376 1348 14 151 0 0 0 4 159 14 47 0 42 1 3 474 484 49 16 43 4 3 14 3 160 133 2
split_gain=0.00212705 0.0020004 0.00184533 0.00175167 0.00144611 0.00151916 0.00141877 0.00140021 0.00191283 0.00139603 0.00134122 0.00143114 0.00133513 0.0015112 0.00128965 0.00129357 0.00123053 0.00192669 0.00122491 0.00129803 0.00123929 0.00121507 0.00118252 0.00118812 0.00114786 0.00110253 0.00109823 0.00106307 0.00123538 0.000959159
threshold=0.16946000000000003 -0.036024999999999995 -0.26584999999999998 0.088470000000000007 0.095915000000000014 0.078320000000000015 -0.40381499999999992 -0.10607499999999999 -0.084269999999999984 -0.083914999999999976 0.24564500000000003 -0.032739999999999991 -0.10708499999999999 0.12794000000000003 -0.077999999999999986 0.11159000000000001 0.077565000000000009 -0.0049599999999999991 0.088510000000000019 0.084750000000000006 0.036705000000000008 -0.101115 -0.15582499999999996 -0.42529999999999996 0.11296500000000002 -0.47200499999999995 0.090900000000000009 0.092865000000000017 0.09635500000000001 0.09142500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 12 21 -10 11 -11 -8 16 -13 18 24 -18 19 20 22 29 -16 -24 -14 -12 -19 28 -25 -9
right_child=-2 2 3 -5 -6 -7 7 8 9 10 25 14 13 -15 15 -17 17 26 -20 -21 -22 -23 23 27 -26 -27 -28 -29 -30 -31
leaf_value=0.0012942509133206726 0.0012943655601666984 -0.0012940885822915384 -0.0011073878667782761 0.00092593261496608139 0.0012735381864448106 -0.0011273942326614332 -0.00061475979555737387 -0.00076240343593738237 0.0011030097828088367 -0.0012938276467764698 -0.00044631501080421145 -0.00096331532067270146 -0.0010346113016027705 -0.0010763141489444146 0.0004772361112401663 -0.0012939212165934484 0.0010496513820657458 -0.00034564342573061658 -0.0011737714376906336 0.0010359862032169711 0.00084272900126403072 -0.0012383111125219344 -0.001243183076637656 0.00029716397636301851 0.0004462983701607241 0.0011488177022445894 0.00042947646341968287 -0.0012917752283879808 -0.0010711432378535035 0.0005482240097233604
leaf_weight=0.0017837992496865232 0.0019864532179383323 0.002077942429139056 0.0022067327026960007 0.0029100586593422397 0.0012661703200933508 0.0024266306658589079 0.0032806330704033817 0.0023596847762012985 0.0016214609944995495 0.0019513561217863176 0.0010630025317936997 0.0028310145282848176 0.0019516006281108311 0.0013392988914802109 0.0037458998615704725 0.0012836853341333656 0.0063421894729387375 0.0043886608040111285 0.0012916001935749924 0.0023147271757721901 0.0024951318681498682 0.004331787925523127 0.0020869300743697619 0.0057838079629242631 0.0015893070303718559 0.0022819213252347472 0.010098541607504785 0.0011752297351250718 0.001364889609334341 0.0015472858129008671
leaf_count=89 23 18 60 48 20 86 42 99 35 214 18 452 93 18 35 126 94 43 60 31 95 653 99 199 6 104 129 17 49 66
internal_value=0 -6.05893e-05 -9.10244e-05 -5.86964e-05 -9.71989e-05 -0.000120924 -8.63923e-05 -5.35103e-05 -0.000211883 -6.58581e-05 -0.000129738 -0.000227786 0.000162438 0.000261611 -0.000142436 -3.45572e-05 0.000335138 0.000454995 4.52438e-05 0.000128257 2.07646e-06 -0.000766484 -0.000146089 -0.000370365 -0.000369917 0.000641891 0.000194667 -0.000151537 3.59152e-05 -0.000243353
internal_weight=0 0.081191 0.0794072 0.0773292 0.0744192 0.073153 0.0707264 0.0685196 0.0395294 0.0312907 0.0296692 0.0263243 0.0289902 0.0257096 0.0243729 0.0215419 0.0243703 0.0208294 0.0202582 0.0189666 0.0166519 0.00823876 0.0141568 0.0104109 0.00354091 0.00334492 0.0144872 0.00832393 0.0071487 0.00390697
internal_count=3121 3098 3009 2991 2943 2923 2837 2777 2352 1534 1499 1377 425 383 1163 711 365 266 585 525 494 818 399 364 99 122 172 265 248 165
is_linear=0
shrinkage=0.00129368


Tree=960
num_leaves=22
num_cat=0
split_feature=150 484 1 1374 151 4 11 160 50 133 13 133 0 0 2 457 150 43 43 12 0
split_gain=0.000233644 0.000396848 0.000369671 0.000363822 0.000329551 0.000306015 0.000321421 0.000353462 0.000441098 0.000419087 0.000410048 0.000324861 0.000321459 0.000504622 0.000307907 0.000261907 0.000259184 0.000164268 0.000471565 0.000245097 0.000139769
threshold=0.081835000000000019 -0.0068949999999999992 0.086105000000000015 -0.094929999999999987 -0.033849999999999991 0.40473500000000007 1.0000000180025095e-35 -0.091944999999999985 0.099450000000000011 -0.10066499999999999 -0.0034749999999999994 1.0000000180025095e-35 -0.019414999999999998 -0.099059999999999995 0.10381000000000001 0.069910000000000014 -0.096234999999999987 -0.074359999999999996 0.05259500000000001 0.09202500000000001 -0.11437499999999999
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 -2 -4 16 6 7 -6 9 -9 14 12 13 20 17 -5 -3 19 -19 -11 -12
right_child=2 4 3 15 5 -7 -8 8 -10 10 11 -13 -14 -15 -16 -17 -18 18 -20 -21 -22
leaf_value=-0.0020612701301825961 -0.0013339056988609776 -4.018105167680771e-05 -0.00048869363290215051 0.0008211354085388453 -0.0016402792015614202 0.0014109067819330237 -0.0018567599686175897 -0.0021922277788956161 0.002285656884830593 0.00098427747944199629 -0.00054756993192740452 -0.0021340739972764439 0.001160317855106685 -0.0026370171385360157 -0.00033772964930821835 0.0028534450895453404 -0.0024363143984334227 -0.0011158018109825982 0.0022722383479013611 0.0032598256447898674 0.0011559393251536891
leaf_weight=0.0013688343316378129 0.0010259944653312472 0.0010699190105754042 0.0014073735787576425 0.0019176272699574781 0.0014436528237498072 0.0020010106539283248 0.0012096687469949066 0.0010078682396291736 0.0012243169642722771 0.0013894265028229187 0.0013522498772431391 0.0011710865727643238 0.0018664901048168793 0.001152543194885336 0.001979935154066581 0.0014251098096913495 0.0012762574994571443 0.0010324930349506758 0.001087523677894886 0.0010882008128612064 0.001148234949965854
leaf_count=475 134 45 24 153 285 211 140 253 91 122 32 148 50 126 119 109 107 394 48 39 16
internal_value=0 -0.000184184 0.000620617 0.00104278 -6.99921e-05 7.82681e-05 -6.86235e-05 5.90353e-05 0.000217304 3.99215e-05 0.000209478 -0.00041639 -5.19458e-05 -0.000671344 0.000846101 0.00168757 -0.00134361 0.00135591 0.000622191 0.00198372 0.00023469
internal_weight=0 0.0238697 0.00577611 0.00475011 0.0225009 0.0201547 0.0181537 0.016944 0.0155004 0.0142761 0.0132682 0.0066906 0.00551952 0.00365303 0.00657758 0.00334274 0.00234618 0.00459764 0.00212002 0.00247763 0.00250048
internal_count=3121 2701 420 286 2226 2074 1863 1723 1438 1347 1094 372 224 174 722 262 152 603 442 161 48
is_linear=0
shrinkage=0.00359063


Tree=961
num_leaves=21
num_cat=0
split_feature=128 453 1348 484 4 156 1374 160 48 43 13 42 1 12 43 16 0 1 1 43
split_gain=0.000214529 0.000216996 0.000354888 0.000319983 0.000343847 0.000353003 0.00031108 0.000341537 0.000363315 0.000367378 0.000512701 0.000505759 0.000431277 0.000375203 0.000353214 0.00038336 0.0004973 0.000350939 0.000176358 0.000174484
threshold=0.086435000000000012 1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 0.27044500000000005 0.091255000000000017 -0.094929999999999987 -0.090969999999999981 0.10396500000000002 -0.074359999999999996 -0.0034749999999999994 0.091545000000000015 1.0000000180025095e-35 0.051320000000000005 0.093175000000000022 -0.18708499999999997 -0.11437499999999999 0.08844500000000001 0.111945 0.16180500000000003
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 -5 -8 9 10 12 14 -9 -12 15 -11 -17 -18 -6 -16
right_child=-2 -3 -4 4 18 -7 7 8 -10 11 13 -13 -14 -15 19 16 17 -19 -20 -21
leaf_value=-0.0016302728158567338 -0.0016003597476629437 -0.0014065330864553552 0.0023778459652528334 -0.0018141668207155653 0.00046817252735878505 -0.0022248847533487374 -0.0014196843469276945 0.00036840331185369229 0.002322319784663024 -0.0025470672807292416 0.0010318747691804039 -0.0029237423239618127 0.0033731814253611949 -0.0018208361983813289 0.0025387126991317883 0.0017679143797928575 -0.0024416678661480931 0.00027058544017885365 0.00244106267767081 0.00026844250422500683
leaf_weight=0.0016888077593927289 0.0013017438259433902 0.0015264164491335377 0.001060206624378778 0.0012485363196752522 0.0014347517029804626 0.0010833279306241552 0.0017772156383526463 0.0012915466991607616 0.0014255685113759844 0.0011090654126419902 0.0016840320741664484 0.0010095054677421436 0.0017927636939996106 0.0012718266600506567 0.001096023256943468 0.0016887387514543601 0.001331078599430954 0.0017167000301325785 0.0014137535028755366 0.0010339479721253042
leaf_count=473 207 79 77 50 75 186 305 144 79 31 35 255 128 138 20 49 386 102 227 75
internal_value=0 4.63996e-05 0.000131186 3.62776e-05 0.000156512 -2.23294e-05 0.000100182 0.000231306 0.000409666 0.000228196 0.000984252 -0.000280059 0.00211494 -0.00019557 5.45651e-05 -0.000449032 4.22267e-05 -0.000913957 0.00144735 0.00143666
internal_weight=0 0.0276838 0.0261574 0.0250972 0.0234084 0.0205599 0.0194765 0.018228 0.0164508 0.0150252 0.00604017 0.00898506 0.00308431 0.00295586 0.00797555 0.00584558 0.00473652 0.00304778 0.00284851 0.00212997
internal_count=3121 2914 2835 2758 2285 1983 1797 1747 1442 1363 445 918 272 173 663 568 537 488 302 95
is_linear=0
shrinkage=0.00396435


Tree=962
num_leaves=22
num_cat=0
split_feature=3 457 484 39 42 49 4 150 52 52 4 0 52 403 47 15 3 1374 0 4 2
split_gain=0.000224652 0.000226868 0.000404341 0.000324551 0.000274464 0.000290402 0.000363688 0.000434973 0.000305883 0.000258983 0.000746295 0.000528215 0.000428942 0.000413884 0.000302447 0.000258384 0.00025321 0.00024971 0.000237224 0.000311483 0.000190536
threshold=0.30112000000000005 0.088350000000000026 -0.0068949999999999992 0.13507500000000003 -0.11466499999999999 0.26982 0.27287000000000006 0.086845000000000019 0.15116000000000002 0.10744000000000002 -0.49405499999999997 -0.0058249999999999994 -0.11592499999999999 -1.0000000180025095e-35 0.092710000000000015 0.091650000000000023 0.084940000000000015 -0.035729999999999991 -0.084269999999999984 0.033845000000000007 0.113445
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 8 9 10 -6 12 -12 -14 15 16 18 -3 19 -15 -8
right_child=-2 17 3 -5 5 -7 20 -9 -10 -11 11 -13 13 14 -16 -17 -18 -19 -20 -21 -22
leaf_value=-0.0020111041337660803 0.001439172353735956 -0.00031978960957512352 -0.001847881541581849 0.0017297201848198108 -0.0024461414832399565 -0.0018666639719897855 0.0003701461605697841 -0.0020134822135020958 -0.0016246754684873807 0.0016032787536921864 -0.0019144552693172927 0.0019042013339479909 -0.0016022213917150927 -0.0012391349696011928 -0.00083787268108326425 -0.00058787716046746635 0.0025594853596284067 0.0016105620648999383 0.0017105876575050473 0.0013520526426934552 0.0022867682944363579
leaf_weight=0.0013259783565778829 0.0011565378931273065 0.0013536684367636553 0.0010721112547226177 0.0010704540651111918 0.0013045853014403913 0.0010039848739324944 0.0013186924910342226 0.0013544720277547375 0.0012460687363210479 0.0012364812072855899 0.0012466110320982762 0.001863456792641229 0.0012485178368655276 0.0011069934267440252 0.0015478655891203452 0.001178143862260228 0.0011585981499138143 0.0017707911027367009 0.0016600239331032709 0.0010208995482985372 0.0010802407074983478
leaf_count=475 132 36 140 35 104 44 89 150 247 108 238 69 497 192 50 98 16 109 144 47 101
internal_value=0 -8.34712e-05 -0.000194928 -8.89242e-05 -0.000178854 -9.18878e-05 -8.45449e-07 -0.000173235 -1.56598e-05 0.000121927 -1.54231e-05 0.00024815 -5.53593e-05 0.000204428 0.000498416 0.000836132 0.0011753 0.000774239 0.00075192 4.03952e-06 0.0012332
internal_weight=0 0.0271686 0.0240442 0.0227182 0.0216477 0.0205756 0.0195717 0.0171727 0.0158182 0.0145722 0.0133357 0.0120311 0.0101677 0.00892104 0.00767252 0.00612466 0.00494652 0.00312446 0.00378792 0.00212789 0.00239893
internal_count=3121 2989 2844 2369 2334 2194 2150 1960 1810 1563 1455 1351 1282 1044 547 497 399 145 383 239 190
is_linear=0
shrinkage=0.00338353


Tree=963
num_leaves=31
num_cat=0
split_feature=31 1348 14 151 39 42 1425 4 1374 43 2 1 15 52 403 150 1213 124 49 52 16 13 13 16 1374 0 0 16 159 0
split_gain=0.00228654 0.00162613 0.00153977 0.00151234 0.00138154 0.00151959 0.00133986 0.00199011 0.0015579 0.00152996 0.00139504 0.00129259 0.00160842 0.00144833 0.00132276 0.00127417 0.00118853 0.0011195 0.00108244 0.0010156 0.00128064 0.00121249 0.00147199 0.00105823 0.000968157 0.00146468 0.00182112 0.00120011 0.00100427 0.00112888
threshold=-1.0000000180025095e-35 0.10621500000000002 0.078320000000000015 -0.40381499999999992 0.16946000000000003 -0.26584999999999998 1.0000000180025095e-35 0.50996500000000011 0.097240000000000007 0.39192500000000002 0.099185000000000009 0.13075500000000004 -0.11713499999999999 -0.12005499999999998 -0.092474999999999988 0.083095000000000016 -0.082704999999999987 -0.088289999999999993 -0.006494999999999999 0.19022000000000003 0.16703000000000004 -0.53104499999999988 -0.39067499999999994 0.24134000000000003 -0.094929999999999987 -0.10607499999999999 -0.08824499999999999 -0.25582999999999995 0.091070000000000012 0.089620000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -7 -14 -15 17 -16 -12 -19 20 -20 -22 -23 -24 -18 -26 27 -27 29 -28
right_child=1 -3 -4 4 -6 6 -8 -9 -10 -11 15 -13 13 14 16 -17 24 18 19 -21 21 22 23 -25 25 26 28 -29 -30 -31
leaf_value=0.0013201799764227654 -0.0011288252589157837 0.0013178847224258957 -0.0011506952815350275 -0.0013199115322106117 0.0013200290436903058 -0.0010790367334081302 -0.0013205177064103404 0.0011791084319387063 -0.0012957283768041982 -0.0013198608795300195 -0.0010538199323773072 0.00089289449663420444 -0.001319643515055102 -0.0013196040967905893 -0.001319675599543525 0.00088717506092714411 -0.00089911410751103177 -0.00052420537726229446 0.00075321294414402095 -0.00065214924326379483 -0.0013202172300045688 0.001320249601587091 -0.0013197955019783694 0.0003013961225051743 0.00052840182278582988 0.00034400988814329534 0.000456995187302358 -0.0013198139377281484 -0.00085015105535715479 -0.00060417772185825244
leaf_weight=0.0020988542602964335 0.0022698679844808103 0.001432614838392964 0.0023588015579889534 0.0016276322504324972 0.0012867953074646712 0.0032869160579407355 0.0013739758356914314 0.0023877295411764967 0.0016952973075206037 0.0015263002075887036 0.0013277917062595171 0.0019920940983766391 0.0016401608075908838 0.001361376007064762 0.0011257731683969032 0.0045864196511473656 0.0017146612224223636 0.0030366413654760996 0.0089913512819617125 0.0016346903089825551 0.0010614601451379713 0.0014920474786777049 0.0010922174780603209 0.0019576555208118407 0.0098728930403666343 0.0010145522299467302 0.009468702433622439 0.0029488492771862903 0.001611888859777367 0.00214003929463047
leaf_count=86 62 18 87 17 21 119 77 112 27 104 14 29 195 278 231 121 29 43 260 53 3 3 11 149 95 11 559 209 69 29
internal_value=0 -7.52111e-05 -0.000100836 -6.80469e-05 -3.51782e-05 -5.9409e-05 -3.02423e-05 -4.5373e-06 -4.6986e-05 -1.4359e-05 1.70906e-05 -0.000141926 -0.000198895 -0.00011096 -4.75397e-05 0.000258189 1.03837e-05 0.000118108 0.000198876 0.00033417 0.000444643 -5.04975e-05 0.00024624 -0.000279183 6.24262e-05 0.000123361 -0.00010935 -0.000893908 0.000125852 0.000261371
internal_weight=0 0.0793172 0.0778846 0.0755258 0.0732559 0.0719691 0.0703415 0.0689675 0.0665798 0.0648845 0.0633582 0.0381779 0.0361858 0.0328989 0.0312587 0.0251803 0.0298974 0.0205939 0.0192661 0.0162294 0.0145947 0.00560338 0.00454192 0.00304987 0.0287716 0.0270569 0.017184 0.0039634 0.0132206 0.0116087
internal_count=3121 3035 3017 2930 2868 2847 2830 2753 2641 2614 2510 1853 1824 1705 1510 657 1232 536 522 479 426 166 163 160 1001 972 877 220 657 588
is_linear=0
shrinkage=0.00131955


Tree=964
num_leaves=20
num_cat=0
split_feature=41 2 124 42 43 123 42 453 160 16 47 16 2 42 48 457 49 43 1
split_gain=0.000225944 0.000263839 0.000271547 0.000248999 0.000278764 0.000235317 0.000240305 0.000245715 0.000333864 0.000741351 0.000391776 0.000361352 0.00026327 0.000258506 0.000234017 0.000429961 0.000305301 0.000160756 0.000376653
threshold=0.078475000000000017 -0.0091949999999999983 0.08919500000000001 -0.0060199999999999993 -0.12152999999999999 1.0000000180025095e-35 0.091545000000000015 1.0000000180025095e-35 -1.0000000180025095e-35 -0.008904999999999998 0.092165000000000011 0.22339500000000004 0.089885000000000007 0.083995000000000014 0.092150000000000024 0.09061000000000001 -0.052259999999999994 -0.27207999999999993 0.090405000000000013
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 17 -5 6 7 8 9 -6 11 12 13 -10 16 -16 -14 -3 -19
right_child=-2 2 -4 4 5 -7 -8 -9 10 -11 -12 -13 14 -15 15 -17 -18 18 -20
leaf_value=0.0013713080993585814 -0.001000432104644032 -0.0017565041262032331 0.0012795479509295792 0.0010750052217652177 -0.0025606720363558549 0.0011107214278747307 -0.0012146921303738015 -0.0013612296550560845 -0.0013536250641732134 0.000319635418428851 0.0014759213050588127 -0.0011161021583822243 8.5521697741286593e-05 0.0005571289393468342 -0.0013470384067178905 0.0011919958302388323 0.0019545719105354339 -0.0016611184720966544 0.00066304191971093985
leaf_weight=0.001202992990426476 0.0018254960246526499 0.0010353249157217803 0.0012861888920223654 0.0019526014026460805 0.0012068599012812209 0.0013041237210664738 0.0016354217474442425 0.001109261591800915 0.0012939485473153489 0.0019482222101818722 0.0019012570310881225 0.0018224060667204611 0.00122343488012433 0.0010860939463923636 0.0010758230593523876 0.0011515510817901031 0.001802789522492354 0.0010635762292536257 0.0012829183626799079
leaf_count=158 148 87 45 72 345 132 474 61 86 195 67 157 46 184 25 16 121 590 112
internal_value=0 5.00918e-05 -1.30257e-05 -8.25989e-05 3.7092e-05 -7.20944e-05 -0.00016148 -5.12201e-05 4.89111e-05 -0.00078212 0.000279773 3.92725e-05 0.000315099 -0.000481683 0.000676066 -3.43592e-05 0.00119896 -0.000808633 -0.000390411
internal_weight=0 0.0263848 0.0251818 0.0238956 0.0205138 0.0185612 0.0172571 0.0156216 0.0145124 0.00315508 0.0113573 0.00945605 0.00763364 0.00238004 0.0052536 0.00222737 0.00302622 0.00338182 0.00234649
internal_count=3121 2973 2815 2770 1981 1909 1777 1303 1242 540 702 635 478 270 208 41 167 789 702
is_linear=0
shrinkage=0.00288781


Tree=965
num_leaves=20
num_cat=0
split_feature=150 1 15 41 484 1429 403 156 16 2 1 0 42 42 15 150 1 4 4
split_gain=0.00021731 0.000298201 0.00037293 0.000268228 0.000274074 0.000321906 0.000243618 0.000296751 0.000254346 0.000321243 0.000307533 0.000345029 0.000336097 0.000299062 0.000307894 0.000235948 0.000195372 0.000203976 0.000210458
threshold=0.081835000000000019 0.093205000000000024 -0.090644999999999989 0.078475000000000017 -0.0068949999999999992 0.084690000000000015 -1.0000000180025095e-35 0.08426500000000002 -0.36241499999999999 0.11263500000000001 0.12811000000000003 -0.053834999999999994 0.091465000000000005 0.08623500000000002 0.084050000000000014 0.10801000000000001 0.094825000000000007 -0.043364999999999994 -0.46376499999999993
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 -6 8 9 -8 12 -12 13 14 16 -3 17 18 -10
right_child=1 15 -4 -5 5 -7 7 -9 10 -11 11 -13 -14 -15 -16 -17 -18 -19 -20
leaf_value=-0.0019491480089986184 0.0010049167291036867 0.0030484804001549249 -0.002248763871187998 -0.0018634549883594699 -0.0019357572234700398 0.0022474690205818173 0.00041027028951959793 -0.0016209625848304784 -0.00076619666753321612 -0.0023465452916265448 0.0032817238923561914 0.00023145605723621379 -0.0015440985101202865 0.0020920595974460387 -0.0017521991352704297 0.00070215222660280157 0.0015888054640085154 -0.00119188994776463 0.0014746139814620677
leaf_weight=0.0012101737566900797 0.0013550362512617653 0.0010868131194428088 0.0010018780500558036 0.0014801042951741996 0.001097352641306836 0.0010182186164473519 0.0014367658916185555 0.0016177676084527795 0.0010930965752962152 0.0013317554222425088 0.0011938671746207774 0.0012321420370184919 0.0016438769376028181 0.0015006228850618086 0.0012113149083704533 0.0019729577767755302 0.0018245352504564494 0.001507192895142462 0.0018371449834733112
leaf_count=462 39 131 150 122 649 105 104 200 23 87 37 36 193 159 193 100 95 178 58
internal_value=0 0.000702857 -0.000378159 -0.000200346 -8.17495e-05 3.38709e-05 -8.77826e-05 2.85611e-05 0.000197325 -0.000915854 0.000433595 0.00173253 0.000136808 0.000444723 0.000113941 0.00153555 0.000474927 1.69343e-05 0.000638703
internal_weight=0 0.00541669 0.00235691 0.0222359 0.0207558 0.0195457 0.0185274 0.0174301 0.0158123 0.00276852 0.0130438 0.00242601 0.0106178 0.00897391 0.00747328 0.00305977 0.00626197 0.00443743 0.00293024
internal_count=3121 420 189 2701 2579 2117 2012 1363 1163 191 972 73 899 706 547 231 354 259 81
is_linear=0
shrinkage=0.00404364


Tree=966
num_leaves=21
num_cat=0
split_feature=3 40 42 39 48 50 1 47 43 16 3 133 3 2 12 2 16 16 1 3
split_gain=0.000213398 0.000201069 0.000565884 0.000396519 0.000394902 0.000547378 0.000351706 0.00040444 0.000552042 0.000513277 0.000320328 0.000327846 0.000420121 0.000429547 0.000215113 0.000186601 0.000336335 0.000273748 0.00015339 3.03023e-05
threshold=0.30112000000000005 0.05433000000000001 -0.11466499999999999 0.091820000000000013 0.12649500000000002 0.10124500000000002 0.099195000000000019 0.096475000000000019 -0.074359999999999996 0.042200000000000008 0.10299500000000002 0.093255000000000018 -0.12018999999999998 0.092365000000000017 0.082095000000000015 0.088930000000000023 -0.088394999999999987 -0.056919999999999991 0.10920500000000001 0.084940000000000015
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 10 9 -9 18 11 12 14 15 -4 16 -14 -18 -8 -17
right_child=-2 -3 3 -5 -6 -7 7 8 -10 -11 -12 -13 13 -15 -16 19 17 -19 -20 -21
leaf_value=-0.0025157839581168525 0.0015308080271967241 0.0013110352456150859 0.0022866439548568105 0.0020878691528826393 -0.0018013905707070404 -0.002581267187504122 0.0015162676972567725 0.0013548437730695145 -0.0021631204495532364 -5.8220740355214209e-05 0.001264506759358078 -0.0022253808044490737 -0.0024136362718816516 -0.002178532358574627 0.00023431404580544956 0.00026341866256460471 0.0013802428036986392 -0.00096240977940747216 0.0032931928986788951 0.0011456067971172021
leaf_weight=0.0012438274115090788 0.0010994607609120513 0.0012670265780316816 0.0010077073504817192 0.0010863966985894527 0.0016917573854771098 0.0010057439783756053 0.0011328285909728555 0.0011566503857238786 0.0011437597134822397 0.0016855487970168781 0.0016769374566365522 0.0011599643053196171 0.0010156891130130808 0.0018230668556091789 0.0018997231126185454 0.0010034410868509092 0.0011054424101819517 0.0015376211090214051 0.0014008202086635002 0.0010045244258520825
leaf_count=163 132 57 46 134 66 306 92 41 36 146 30 391 214 296 75 132 230 399 111 24
internal_value=0 -8.41219e-05 -0.000155453 -3.07237e-05 -0.000133241 2.70237e-06 0.000134263 0.000816874 -0.000394282 0.00147723 -0.000202016 -0.000414807 -0.000212811 -0.000662508 0.000945646 -0.00017478 -0.000657477 1.73879e-05 0.00249871 0.000704751
internal_weight=0 0.0260485 0.0247815 0.0235376 0.0224512 0.0207595 0.0197537 0.00651961 0.00230041 0.0042192 0.0132341 0.0115572 0.0103972 0.00748979 0.00290743 0.00566672 0.00365875 0.00264306 0.00253365 0.00200797
internal_count=3121 2989 2932 2769 2635 2569 2263 426 77 349 1837 1807 1416 1295 121 999 843 629 203 156
is_linear=0
shrinkage=0.00359063


Tree=967
num_leaves=20
num_cat=0
split_feature=147 11 0 1 133 15 52 52 43 0 42 3 13 13 47 0 1 0 48
split_gain=0.000203034 0.000217044 0.000220935 0.000376851 0.000318369 0.000302141 0.000294746 0.000699822 0.000332175 0.000445521 0.000280909 0.000324054 0.000368425 0.000254262 0.000224661 0.000233799 0.000383868 0.000349451 0.000233131
threshold=0.08955500000000001 0.081790000000000015 -0.062294999999999996 1.0000000180025095e-35 0.083950000000000011 -0.053579999999999996 0.19022000000000003 1.0000000180025095e-35 -0.04890499999999999 -0.10324499999999999 0.093175000000000022 0.076840000000000006 -0.47860499999999995 0.10820000000000002 0.092530000000000015 -0.14794999999999997 0.095285000000000022 -0.23091999999999999 0.086260000000000017
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 -4 7 8 9 -5 11 13 -13 -7 15 17 -17 -10 -19
right_child=-2 -3 5 6 -6 10 -8 -9 14 -11 -12 12 -14 -15 -16 16 -18 18 -20
leaf_value=-0.002888894912239271 0.0012950939366031921 -0.001309071328855334 0.0023724574998303148 0.0025208284230231392 -0.00033871044117632658 0.00052385245908723643 -0.0017757405403748547 0.0030849238608866032 0.00092406433902525432 -0.00060111745332998106 -0.0015344623890912611 0.001215466590103701 -0.0017674386691072634 0.0027189456264563009 -0.0017035641672644567 -0.00064280142052883379 0.0024169785177752374 -0.00056281093277056322 -0.0028099104107547298
leaf_weight=0.00126313567737901 0.0015470408273099414 0.0019118414152377019 0.0010592428139402088 0.0013734069873621024 0.0014879210409171062 0.001960952223113213 0.0011638321536575633 0.0010628394811993411 0.0012511714921181749 0.0011911878087720327 0.001064240232057756 0.0010139866624854221 0.0013434418389461911 0.001179264768950361 0.0016483096403909769 0.001218377736585727 0.0010788758385498198 0.0016009905390745897 0.001078258931045184
leaf_count=762 118 172 184 73 646 96 142 110 28 192 84 11 74 21 76 181 85 44 22
internal_value=0 -9.9564e-05 8.02479e-07 -0.00025639 -0.00150962 0.000521129 1.57836e-05 0.000197037 -9.69467e-05 0.00107077 0.000222281 0.000562354 -0.000484419 0.00134819 -0.00047718 -0.000152586 0.000794185 -0.000705956 -0.00146715
internal_weight=0 0.0249513 0.0230394 0.0154183 0.00275106 0.00762113 0.0126673 0.0115034 0.0104406 0.00256459 0.00656189 0.00549765 0.00235743 0.00314022 0.00787598 0.00622767 0.00229725 0.00393042 0.00267925
internal_count=3121 3003 2831 2361 1408 470 953 811 701 265 286 202 85 117 436 360 266 94 66
is_linear=0
shrinkage=0.0037357


Tree=968
num_leaves=31
num_cat=0
split_feature=39 42 9 151 4 150 160 1348 14 13 40 133 1 16 1 12 457 43 1 49 16 132 3 49 0 52 48 4 52 50
split_gain=0.00179911 0.00159249 0.00142955 0.00129832 0.0015568 0.00151529 0.00111226 0.00110227 0.00126177 0.00121558 0.00113494 0.00137995 0.00108669 0.00085651 0.00112437 0.000839434 0.000826585 0.000999395 0.00106983 0.00103635 0.00100574 0.00114247 0.000853954 0.000766462 0.000702246 0.000630447 0.000616797 0.000964031 0.000542958 0.000521285
threshold=0.16946000000000003 -0.26584999999999998 -0.036024999999999995 -0.40381499999999992 0.27287000000000006 -0.22665999999999997 -0.091944999999999985 0.084620000000000015 0.076175000000000007 -0.084034999999999985 0.0064400000000000004 -0.0061299999999999992 0.090475000000000014 -0.54165499999999989 0.111945 0.088305000000000008 0.080930000000000016 -0.074359999999999996 0.086560000000000012 0.11136000000000001 0.41553500000000004 0.081465000000000024 0.0051600000000000005 -0.076864999999999975 -0.10324499999999999 0.091275000000000009 0.092475000000000016 -0.0016099999999999997 0.10160000000000001 0.11375500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 15 23 -6 -15 -8 17 20 22 -20 21 24 -19 -13 -11 -26 27 -18 -25 -16
right_child=-2 2 3 4 13 6 7 -9 -10 16 -12 12 -14 14 29 -17 26 18 19 -21 -22 -23 -24 28 25 -27 -28 -29 -30 -31
leaf_value=-0.001268656369745484 0.0012689229963823297 0.001268704123406465 -0.0011120769349125927 0.0010686364899544125 0.0012685681916008505 -0.00082841505182565118 -0.0012392561734046635 0.00093175312015730165 -0.0011605296563209824 0.000385239750532696 -0.0010778679998286603 -0.00077219153345387047 0.0010965315263730836 -0.00028885557681723842 0.00099993645629329383 9.9569379578460672e-05 0.00058062067063018323 -0.00055977055846018122 -0.0010682472995783949 0.00027321779519455492 0.00091122369370586517 0.00058988056830480392 0.00067715868021036457 0.00065944504491598189 -0.0010005041003624455 -0.00012898849338382985 0.00061672744320407952 -0.0008875084814388332 -0.00025045718582591476 -3.453002497155714e-05
leaf_weight=0.0017174476206065483 0.0016718384306102499 0.0013329231419181289 0.0018270834013982542 0.0016886413123984303 0.0017131652928910057 0.0036347227009381191 0.0012327043238000721 0.0016089812456101518 0.0018557917837611617 0.0012377147764937044 0.001023201457428514 0.0010364736259376181 0.0036036087386435156 0.0032024048084622336 0.0029044939455040719 0.0019372414853009445 0.0013161802055208227 0.002207126085980839 0.0067181637441890985 0.0010745791961426221 0.001436759812094123 0.0020907299560768422 0.0015135201555480648 0.0039802196560820837 0.0035132573301810402 0.0021537386147016946 0.0027442175633467514 0.0015869716513066115 0.0014353869127603502 0.0010731136553658871
leaf_count=18 23 89 64 14 51 391 124 41 73 18 5 28 85 48 172 75 59 576 343 18 46 102 33 229 261 49 20 28 22 16
internal_value=0 -6.37487e-05 -3.07356e-05 -5.89678e-05 -2.66423e-05 -0.000112608 -0.000153365 -9.92087e-05 -0.00013717 -9.17808e-05 0.00020905 0.000308613 0.000538635 0.000462769 0.000270504 -0.000421063 -0.000247128 -0.000358486 -0.000616122 -0.000883266 -7.41482e-05 -0.000231533 -5.66006e-05 0.000227039 -0.000480255 -0.000669285 0.000185606 -0.000221914 0.000418279 0.000720849
internal_weight=0 0.0644006 0.0626831 0.0613502 0.0595231 0.0506299 0.0489413 0.0453066 0.0436976 0.0418418 0.0142488 0.0132256 0.0100557 0.00889318 0.00718001 0.00316995 0.027593 0.0219456 0.0115134 0.00779274 0.0104322 0.00899544 0.00372065 0.00645208 0.00690471 0.005667 0.00564737 0.00290315 0.00541561 0.00397761
internal_count=3121 3098 3080 2991 2927 2640 2626 2235 2194 2121 568 563 364 287 236 199 1553 1446 970 361 476 430 609 279 328 310 107 87 251 188
is_linear=0
shrinkage=0.00126831


Tree=969
num_leaves=31
num_cat=0
split_feature=39 42 151 52 133 401 1456 123 1366 16 13 13 403 2 132 42 133 1 0 3 1374 41 159 160 13 157 12 15 4 0
split_gain=0.0016938 0.00150201 0.00137651 0.00128341 0.00134033 0.00124722 0.00124602 0.00124818 0.000985582 0.00108825 0.0011532 0.00153142 0.00125861 0.00105762 0.0008679 0.00122499 0.00124857 0.00117484 0.000964694 0.000952508 0.000962269 0.00102658 0.000757611 0.000853374 0.000688024 0.00067832 0.000628423 0.000865065 0.000594866 0.00160582
threshold=0.16946000000000003 -0.26584999999999998 -0.5225749999999999 -0.52017999999999986 -0.40071499999999999 0.10076500000000001 -1.0000000180025095e-35 1.0000000180025095e-35 -0.082084999999999991 -0.53943499999999989 -0.53104499999999988 -0.23438999999999996 -0.092474999999999988 0.14838000000000004 0.081465000000000024 -1.0000000180025095e-35 0.093255000000000018 0.11507500000000002 -0.077809999999999976 -0.15327499999999997 0.093235000000000012 0.077300000000000021 0.091530000000000014 -0.24498999999999996 0.18141000000000002 -0.061169999999999995 0.088305000000000008 0.084195000000000006 -0.082769999999999982 -0.10096999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6 8 -8 -10 -11 -12 -13 14 15 17 19 -14 -16 -17 21 22 23 -21 26 -24 27 28 -25 -30
right_child=-2 2 3 4 5 -7 7 -9 9 10 11 12 13 -15 18 16 -18 -19 -20 20 -22 -23 25 24 -26 -27 -28 -29 29 -31
leaf_value=-0.001294017433009101 0.0012942786754162115 -0.0012303968229570043 -0.001077447370431487 -0.0012383465223851087 -0.00085646806635437034 -0.0012405563108235246 -0.0011881753577081505 0.00070672702180757667 0.0009989447622707657 -0.00099521736717535138 0.00076783694475831014 -0.001269460142904535 -0.0012597555461923106 0.0010832849225323926 -0.00037188724147528031 0.00073233842059558562 -0.0012314607705083125 0.00029478308388872871 0.0010705426197587004 -0.00098098168162100673 -0.0011167614669577877 -0.0011529713005213706 0.00024307008374414437 0.0009016563581731896 -0.00078958408223083257 -0.0011009717238191592 0.00062922410665515569 -0.00070350265762468903 0.00033366395202271088 -0.0011273644996206765
leaf_weight=0.0016042680706789261 0.0015885137207618518 0.001553677884945869 0.0017925206240882998 0.0013582700884589008 0.0022544640182711176 0.0012080335159492242 0.0010346539404579849 0.005557931422350392 0.0021008285627317413 0.0017111467384438575 0.0049362920587299177 0.001255440845370436 0.0025244406359097296 0.0015802732816467815 0.001137849394145185 0.0033076654061829766 0.0012722458920686455 0.0012005749856029979 0.0024400030742839354 0.0010136690001272255 0.0012382903069934051 0.001136482270680971 0.0010560615263131012 0.0020118182012396147 0.0010475851759110802 0.0015519834338846286 0.0062152775658326212 0.0017934856948915731 0.0092591525503138254 0.0014571570130908528
leaf_count=18 23 47 224 156 258 164 38 246 68 10 107 331 341 35 87 56 129 14 53 98 21 24 28 20 7 56 125 87 87 163
internal_value=0 -5.71867e-05 -2.71262e-05 1.87905e-06 3.27549e-05 6.09184e-05 8.70808e-05 0.000123858 6.18954e-05 8.71334e-05 4.81572e-05 8.57948e-05 6.57588e-06 4.54176e-05 4.06712e-06 -5.61898e-05 2.46783e-05 -0.000758727 0.000611813 7.60835e-05 -2.05173e-06 4.99526e-05 0.000103762 0.000179322 0.000233313 -0.000556736 0.000284987 0.000137653 0.000256178 0.000135
internal_weight=0 0.0676115 0.0660073 0.0644536 0.0626611 0.0613028 0.0600948 0.0578403 0.0522824 0.0512477 0.0491469 0.0474357 0.0424995 0.041244 0.0396637 0.0360859 0.0323609 0.00372502 0.00357785 0.0310886 0.027781 0.0265427 0.0254062 0.0227981 0.0217845 0.00260804 0.0207369 0.0145216 0.0127281 0.0107163
internal_count=3121 3098 3080 3033 2809 2653 2489 2231 1985 1947 1879 1869 1762 1431 1396 1256 901 355 140 772 716 695 671 587 489 84 482 357 270 250
is_linear=0
shrinkage=0.00129368


Tree=970
num_leaves=31
num_cat=0
split_feature=39 9 42 151 4 150 1456 11 1213 130 160 16 12 40 3 457 15 43 376 130 156 2 4 47 14 4 1373 3 160 403
split_gain=0.00180787 0.00160798 0.00148472 0.00125327 0.00148754 0.00140953 0.00132019 0.00109072 0.00112161 0.000984498 0.00102589 0.000912267 0.000936561 0.000894767 0.00101413 0.000930999 0.00122271 0.00147814 0.00103266 0.00112325 0.00123723 0.00117966 0.000978746 0.000856357 0.000995832 0.000817092 0.000872397 0.000998175 0.0010069 0.00082954
threshold=0.16946000000000003 -0.036024999999999995 -0.26584999999999998 -0.5225749999999999 0.27287000000000006 -0.22665999999999997 -1.0000000180025095e-35 0.081790000000000015 -0.082704999999999987 -0.23647499999999996 -0.091944999999999985 -0.54165499999999989 -1.0000000180025095e-35 0.097265000000000018 0.31299000000000005 -0.0029299999999999994 0.091650000000000023 0.24789500000000006 0.088720000000000007 1.0000000180025095e-35 0.091255000000000017 -1.0000000180025095e-35 -0.014149999999999998 0.096475000000000019 -0.46885499999999997 -0.49405499999999997 -1.0000000180025095e-35 0.10299500000000002 0.10210000000000001 -0.088999999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -7 8 -8 -10 -11 -6 -13 14 15 -12 17 18 19 20 21 -17 -18 24 -14 -23 -27 28 29 -28
right_child=-2 2 3 4 11 6 7 -9 9 10 13 12 23 -15 -16 16 22 -19 -20 -21 -22 25 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0012687288712875432 0.0012689015610574421 -0.0012686691156721889 -0.0011890148410043566 0.0010137896062000387 0.001268616731336397 -0.0010892463268752991 -0.0012684008448162103 -0.0011310080892831271 -0.0012688372600549189 -0.00070060195061520496 -0.0005971828316194425 0.0011915035269069987 -0.00042744474081062223 -0.00084729893213749969 0.0012684170916245662 -0.00072284839045318823 -0.0011048746725825789 -0.0010937676671835569 0.0012609037405876468 -0.0010103006912999014 -0.0007051359155441551 -0.00045057841748958813 1.316939852905595e-05 -0.00086743800178793102 0.00077138361958851574 -0.00064619039884194855 -0.00056669961558355423 0.0010181732559133318 -0.00082812036592650644 0.00051520967050653504
leaf_weight=0.0014444257834274046 0.0016984527874797086 0.0016591414252076211 0.0015289216074272352 0.0017552654898622668 0.0017588052686932087 0.0022632932450195034 0.0012193402048139559 0.0015986260449878378 0.001021805088960547 0.0032336659746619026 0.003355047378623687 0.0013841314158149487 0.0018625344887368556 0.0017597389039565306 0.0011164505704925878 0.001659539533008565 0.002247039725427058 0.0013875739681417079 0.0015277598105853931 0.0012000599541499559 0.0020639088462597313 0.0017706784625914724 0.0028659462317364151 0.0013212381744551749 0.0027757010509361635 0.0011279738408802578 0.0012293670762844036 0.0046836130384235721 0.001077180428652901 0.015683590940773338
leaf_count=89 23 18 47 15 51 283 265 116 14 283 142 109 17 21 46 50 224 103 14 183 106 35 33 14 98 16 201 36 47 422
internal_value=0 -5.55004e-05 -8.35722e-05 -5.39951e-05 -2.72768e-05 -0.000104767 -0.000141064 -9.9658e-05 -6.68343e-05 -3.69406e-05 -1.07105e-05 0.000448162 0.000251662 3.91354e-05 7.54156e-05 4.36117e-05 9.9418e-05 0.00018781 0.00024334 0.000192363 0.000241628 0.000313383 -0.000478185 3.33767e-05 0.000289981 0.00038063 0.000442466 0.000496625 0.000360843 0.000436568
internal_weight=0 0.0695824 0.0681379 0.0664788 0.0649499 0.0558475 0.0540922 0.0518289 0.0502303 0.0490109 0.0479891 0.00910241 0.00734361 0.0447555 0.0429957 0.0418793 0.0385242 0.0334112 0.0320237 0.0304959 0.0292959 0.0272319 0.00511299 0.00595947 0.00463824 0.0255724 0.0238017 0.0226738 0.0179901 0.016913
internal_count=3121 3098 3009 2991 2944 2655 2640 2357 2241 1976 1962 289 238 1679 1658 1612 1470 1213 1110 1096 913 807 257 129 115 757 722 706 670 623
is_linear=0
shrinkage=0.00126831


Tree=971
num_leaves=22
num_cat=0
split_feature=2 128 41 2 457 48 43 4 160 15 3 15 2 48 16 1 1 15 16 15 1373
split_gain=0.000208111 0.000209217 0.000223692 0.000219524 0.000232057 0.000327852 0.000263519 0.000616532 0.000353217 0.000279546 0.000388124 0.000339005 0.000256659 0.000459447 0.000209644 0.000201382 0.000327315 0.000158314 0.000350425 0.000168206 0.000100328
threshold=0.14753000000000002 0.086435000000000012 0.078475000000000017 -0.0091949999999999983 -0.0029299999999999994 -0.075804999999999984 -0.50775499999999985 -0.49405499999999997 -0.10151499999999998 -0.095869999999999983 0.14121000000000003 0.091475000000000015 0.11263500000000001 0.091545000000000015 0.22339500000000004 0.094385000000000011 0.11181500000000001 -1.0000000180025095e-35 -0.088394999999999987 0.040760000000000005 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
left_child=1 2 3 -1 20 -6 -7 -8 -9 15 11 12 13 14 17 -10 -17 -11 -19 -20 -5
right_child=-2 -3 -4 4 5 6 7 8 9 10 -12 -13 -14 -15 -16 16 -18 18 19 -21 -22
leaf_value=0.0016894804954443985 0.0014911024609813067 -0.0016803079371113796 -0.0014693130809157152 -0.0020770119145725003 -0.0020152166129233234 0.002051333070618062 -0.0024888138954069191 -0.0015708584526104672 -0.0016909294199716803 -0.00025241488305695266 0.0027147652843253576 -0.0012173713206493435 -0.00071190371898742283 0.0030824424636569235 -0.00061415481340558443 0.0014715642248939657 -0.00098860411778762657 -0.00031154703158197707 0.0033720913723512404 0.0012673019546202893 -0.00038236919665847816
leaf_weight=0.0011562522632275708 0.0012629259838670128 0.0011519392875646286 0.0014545153203755481 0.0010291846531343954 0.0010021284889401008 0.0010772786682302594 0.0012338332434134102 0.0013473487747941429 0.0011934123651642292 0.0010331433693508921 0.0013274864964074587 0.0013992480746756195 0.0013592350070141812 0.0013657679458813909 0.001475703101823489 0.0014576116452644783 0.0017020976012904754 0.0010888252061538265 0.0011138868012494987 0.0010914362250394882 0.0010001758692901319
leaf_count=158 142 199 133 181 87 31 122 298 159 249 42 312 93 59 126 57 90 176 24 333 50
internal_value=0 -9.27196e-05 -1.92989e-05 7.06245e-05 -1.33212e-05 0.000109679 0.000220205 0.000111753 0.000300997 0.000462585 0.000779731 0.000520975 0.000806198 0.00109404 0.000626055 -0.000357377 0.000146301 0.00104899 0.00145716 0.00233041 -0.0012418
internal_weight=0 0.0260605 0.0249086 0.0234541 0.0222978 0.0202684 0.0192663 0.018189 0.0169552 0.0156079 0.0112547 0.00992725 0.008528 0.00716876 0.00580299 0.00435312 0.00315971 0.00432729 0.00329415 0.00220532 0.00202936
internal_count=3121 2979 2780 2647 2489 2258 2171 2140 2018 1720 1414 1372 1060 967 908 306 147 782 533 357 231
is_linear=0
shrinkage=0.00381041


Tree=972
num_leaves=22
num_cat=0
split_feature=150 1 15 15 0 16 157 51 151 2 0 0 4 43 42 13 52 4 150 16 15
split_gain=0.000215336 0.000230828 0.000300078 0.000280043 0.000276213 0.000270089 0.00043039 0.000487367 0.00039875 0.000259882 0.000235834 0.000495663 0.000401681 0.000233701 0.000655554 0.00044018 0.000277937 0.000128324 0.000120564 8.4041e-05 6.75786e-05
threshold=-0.22665999999999997 0.104035 -0.10203999999999998 0.095175000000000023 -0.019414999999999998 -0.071854999999999988 -0.013599999999999999 -0.10201499999999998 -0.00099499999999999979 1.0000000180025095e-35 -0.10096999999999999 -0.084269999999999984 0.0052350000000000009 -0.51144999999999985 0.086325000000000013 -0.0034749999999999994 0.098380000000000009 0.27287000000000006 0.083340000000000011 -0.088909999999999989 0.040760000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 10 5 8 -7 -8 -3 -10 12 -12 18 -13 15 16 20 -11 -4 -14 -15
right_child=1 4 3 -5 -6 6 7 -9 9 17 11 13 19 14 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.0017716530712296298 -0.0020299300616359742 -0.0014414416926963936 0.00042498368206852572 -0.00202562914157727 0.0020505160291694959 0.0016392734871090075 0.00021582816564024869 -0.0028171912410247467 0.00021076170534090711 0.0013122719141358066 -0.0027976570990247006 0.0016745310234878303 0.0012033796263198008 0.0012948109922503869 -0.0030620546983966693 -0.0013149361888409538 -0.00047154291802707892 0.0032957655422174042 -0.0014642259064604579 0.0028123786591853959 0.0027041099674134203
leaf_weight=0.0010168120783475834 0.0015871081585697713 0.0010020805706290057 0.0011238174817478361 0.0012160458770256169 0.0013352749569226505 0.0010371986738668681 0.0016824971381836917 0.0016483544362122507 0.001660213185730619 0.001008356284884826 0.0011805967826780134 0.0010794425693845281 0.0010389899654175139 0.0010877237214277375 0.0011232603617713499 0.0017420921765962634 0.0010903631072807229 0.0010426733256450049 0.001006226474615346 0.0010023882604386358 0.001051859789934162
leaf_count=30 248 76 71 340 151 75 64 96 70 39 658 19 53 89 339 366 30 100 40 22 145
internal_value=0 -8.8382e-05 -0.000397804 -0.000209316 0.000366986 0.00011945 -0.000590732 -0.00128514 0.000777607 0.00137678 -3.29954e-05 -0.000417336 0.000736836 -2.56562e-05 -0.00032675 0.000291198 0.00115748 0.00232061 -0.000467473 0.00199345 0.00198765
internal_weight=0 0.0257466 0.0153299 0.0137428 0.0104166 0.00908137 0.00436805 0.00333085 0.00471332 0.00371124 0.0125268 0.00835534 0.00417142 0.00717474 0.0060953 0.00497204 0.00322995 0.00205103 0.00213004 0.00204138 0.00213958
internal_count=3121 3091 2420 2172 671 520 235 160 285 209 1832 1646 186 988 969 630 264 139 111 75 234
is_linear=0
shrinkage=0.00396435


Tree=973
num_leaves=19
num_cat=0
split_feature=1213 44 15 15 147 16 402 11 16 1 52 43 52 3 2 133 0 3
split_gain=0.000219188 0.000215589 0.000231065 0.000350739 0.000223872 0.000223183 0.000182929 0.00021129 0.000193283 0.000312106 0.000297024 0.000273295 0.000275438 0.000341033 0.000359187 0.000222491 0.000142497 0.00021309
threshold=-1.0000000180025095e-35 0.084760000000000016 -0.15026499999999995 -0.11713499999999999 0.08955500000000001 -0.14322499999999996 0.085065000000000016 1.0000000180025095e-35 -0.36241499999999999 0.094465000000000007 -0.24456499999999998 -0.084004999999999982 -0.087284999999999988 0.0051600000000000005 0.095545000000000005 0.084415000000000018 -0.10096999999999999 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 5 -4 6 -2 7 8 -5 11 -11 15 -13 -14 -15 -10 17 -12
right_child=1 -3 3 4 -6 -7 -8 -9 9 10 16 12 13 14 -16 -17 -18 -19
leaf_value=-0.001758955642010321 0.002225208141172959 -0.0017380824986087979 -0.0021814699085714252 -0.0012163090032328849 0.0016608287780701888 7.2839979030290552e-05 0.0015531701532544636 -0.0018169918340670054 0.0017129290488796742 -0.0006874985497207633 0.003114776283724295 -0.0026164332340923237 -0.0018702206879022362 0.0015464322855535159 -0.0011733540625974586 -0.00043469361755499449 0.00047697528264979033 0.00087333814496687626
leaf_weight=0.0010874079096391811 0.0015270481349798359 0.0010069341613530005 0.0011104968463886379 0.0018092324944154392 0.0013591202894396295 0.0015016934923095483 0.001111875374929793 0.0010642097467226099 0.0015396994589815761 0.0014300976191528036 0.0012968424383945631 0.0010824625705753094 0.0016273768857192582 0.0017638723660908795 0.0013450458240207297 0.001493504900085596 0.0016370247324157825 0.0013715721949552062
leaf_count=491 194 48 111 94 102 135 177 152 121 63 45 190 631 51 24 244 207 41
internal_value=0 5.9074e-05 0.000134252 -1.31061e-05 0.000107703 0.00115803 -5.95148e-06 -0.000105233 5.8666e-06 0.000157448 0.000877834 -0.000309318 -0.000812244 -0.000399903 0.000369741 0.000655471 0.00139778 0.00196267
internal_weight=0 0.0250781 0.0240712 0.0210424 0.0199319 0.00302874 0.0185728 0.0174609 0.0163967 0.0145875 0.00573554 0.00885196 0.00581876 0.0047363 0.00310892 0.0030332 0.00430544 0.00266841
internal_count=3121 2630 2582 2253 2142 329 2040 1863 1711 1617 356 1261 896 706 75 365 293 86
is_linear=0
shrinkage=0.00396435


Tree=974
num_leaves=31
num_cat=0
split_feature=151 1348 14 151 1456 1213 474 4 1374 375 122 376 1 12 52 12 133 47 13 13 52 157 151 3 4 42 12 1374 1 49
split_gain=0.00091338 0.00145474 0.0011024 0.00101483 0.00112484 0.000982411 0.000800951 0.00148136 0.000882991 0.000839031 0.000866337 0.00138416 0.000802861 0.000832773 0.00076173 0.000773555 0.00079148 0.00094279 0.000843897 0.000749178 0.000606626 0.000765714 0.000830776 0.000862416 0.00063784 0.000621757 0.000668286 0.000615871 0.000559455 0.000527162
threshold=-0.40381499999999992 0.090205000000000021 0.076175000000000007 -0.10959499999999998 -1.0000000180025095e-35 -0.082704999999999987 -1.0000000180025095e-35 0.50996500000000011 0.093235000000000012 0.087420000000000012 0.10544500000000001 0.088470000000000007 0.14000500000000002 0.11650500000000001 0.11434500000000002 0.10097500000000002 0.09389500000000002 0.081320000000000017 -0.15078499999999997 -0.0030199999999999997 -0.15275999999999998 -0.08107499999999998 0.079100000000000018 -0.15327499999999997 -0.27825499999999997 0.091295000000000015 0.088365000000000013 -0.094929999999999987 1.0000000180025095e-35 0.10247500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 -7 8 9 10 11 12 13 14 15 16 17 18 -8 -17 -20 -22 23 -23 -25 26 27 -26 -29 -19
right_child=1 -3 -4 4 5 6 7 -9 -10 -11 -12 -13 -14 -15 -16 19 -18 29 20 -21 21 22 -24 24 25 -27 -28 28 -30 -31
leaf_value=-0.0011570273275281976 0.00072894030492341917 0.0012515781653834241 -0.0011479808870340025 -0.0013196482772904899 -0.0013196501469515353 -0.0012564702557259712 0.000883276791601149 0.0011030886012299574 -0.001300479210994774 -0.0012224770271729798 -0.0013015061158608775 0.0010552695284890071 0.00070838308322934305 -0.00099704656512972982 -0.0006880080789803053 0.0010656837550006007 -0.00085641301478989607 -0.0007227344184399236 -0.00093531556535716715 -0.000204351253209776 0.00080072381245903043 0.00082369962463539441 0.00088424626794822707 -0.0010132269632338602 -0.00077231791783863345 0.00063801768982544758 -0.0011225914554020338 -0.00057141406194719229 0.00033598172433468198 9.5895891885572235e-05
leaf_weight=0.0018981543294138694 0.0019000254773438021 0.0011362232397118524 0.0023161320146414246 0.0016659905742479877 0.0013708381717960618 0.0011904232012027718 0.0019371268051315829 0.0015623790437953025 0.0012427735313522694 0.0012890771551568028 0.0010950787564070188 0.0016962826074120576 0.0017707733570873066 0.002156992224559672 0.0041351263014819386 0.0018787979575698444 0.0025567561782948714 0.0051648083608029074 0.001210185590539088 0.0014199646268018276 0.0019914393970967828 0.0013740280857916622 0.0014412417430680344 0.0017631222013036853 0.0019673676579259362 0.0014775967368771967 0.0014029112181765955 0.0016454387289943995 0.0042107015748484855 0.0018640173873336607
leaf_count=65 88 33 98 267 263 104 54 143 31 28 7 36 48 88 259 75 249 152 121 77 99 36 37 29 15 63 172 227 131 26
internal_value=0 -0.000226779 -0.000256405 -0.000218432 -0.000252731 -0.000217752 -0.000187202 -0.000160823 -0.000203116 -0.000173109 -0.000142477 -0.000113004 -0.000160908 -0.000199782 -0.000153851 -8.75315e-05 -0.000154209 -8.88042e-05 5.46667e-05 0.000518992 -3.21716e-05 3.11016e-05 -6.91873e-05 -0.000168466 -0.000277814 -0.00015668 -0.00028395 -0.000133564 8.10247e-05 -0.000505637
internal_weight=0 0.0578336 0.0566974 0.0543813 0.0524812 0.0508152 0.0494444 0.048254 0.0466916 0.0454488 0.0441598 0.0430647 0.0413684 0.0395976 0.0374406 0.0333055 0.0300067 0.02745 0.0204212 0.00329876 0.018484 0.0172738 0.0152824 0.0138412 0.0124671 0.010704 0.00922642 0.00782351 0.00585614 0.00702883
internal_count=3121 3056 3023 2925 2837 2570 2307 2203 2060 2029 2001 1994 1958 1910 1822 1563 1411 1162 984 152 930 809 710 673 637 608 545 373 358 178
is_linear=0
shrinkage=0.00131955


Tree=975
num_leaves=20
num_cat=0
split_feature=2 123 160 48 2 403 160 0 40 3 4 3 3 3 52 14 48 2 0
split_gain=0.000185972 0.000407421 0.000261511 0.000271733 0.000259103 0.000254709 0.000244578 0.000286573 0.000264284 0.000317172 0.000194341 0.000321971 0.000193647 0.000281794 0.000263708 0.00019223 0.000407363 0.000198356 0.00025092
threshold=0.099185000000000009 0.084025000000000016 0.11205000000000002 0.12230500000000001 0.092875000000000013 -1.0000000180025095e-35 0.092865000000000017 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.078934999999999991 -0.080924999999999983 -0.10519499999999998 -0.074084999999999998 1.0000000180025095e-35 -0.085984999999999992 -0.10708499999999999 0.016865000000000002 0.10981000000000002 -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=4 2 3 15 5 -1 7 8 -7 10 -10 -12 -11 -14 -15 -2 17 -17 -19
right_child=1 -3 -4 -5 -6 6 -8 -9 9 12 11 -13 13 14 -16 16 -18 18 -20
leaf_value=-0.0017267986240839467 -0.0010078997781514376 0.0024379436603479241 0.0018655199655606088 -0.0014722528184210025 -0.0016044890469536467 -0.0017581300213435199 -0.0016256670226341861 0.0020566789411866843 0.00071385429228166836 0.0021441943827907595 0.0001514125702557242 -0.0024155356073319967 -0.0010046596214157871 -0.00040795656871510594 0.0018866720862717444 -0.0010316927814827271 0.0022222154563235658 -0.00030551129847842607 0.001943005210540284
leaf_weight=0.0011977379923494577 0.0014307476893744581 0.0011105781008531332 0.0010100847257157328 0.0015920045672821459 0.0017778802924334211 0.0010104506382973008 0.0010726839496646443 0.0010188718007428906 0.00106131581019953 0.001118490551814233 0.0012991005221145756 0.0013228296468459867 0.0012781932314669389 0.0010514490608848348 0.0018605897604695443 0.0017029372013586102 0.0013901047624478302 0.0017476365234831998 0.0010753213292815627
leaf_count=608 67 133 50 67 277 77 128 111 151 99 54 471 126 28 72 201 114 232 55
internal_value=0 0.000333979 9.91157e-05 -0.000100489 -0.000291395 -0.000115758 4.37932e-05 0.000206279 1.77925e-05 0.000217358 -0.000608435 -0.00114368 0.000790301 0.000428909 0.00105815 0.000196765 0.000488106 -4.45162e-05 0.000550994
internal_weight=0 0.0110594 0.00994884 0.00893875 0.0150696 0.0132917 0.012094 0.0110213 0.0100024 0.00899197 0.00368325 0.00262193 0.00530872 0.00419023 0.00291204 0.00734675 0.005916 0.0045259 0.00282296
internal_count=3121 919 786 736 2202 1925 1317 1189 1078 1001 676 525 325 226 100 669 602 488 287
is_linear=0
shrinkage=0.00366245


Tree=976
num_leaves=31
num_cat=0
split_feature=151 4 150 39 16 1456 11 401 160 148 16 14 403 124 3 4 1373 52 1213 4 457 16 1 42 4 14 47 130 13 51
split_gain=0.00231338 0.00185682 0.00185547 0.00188464 0.00275102 0.00173217 0.00150063 0.00141886 0.00137045 0.00132738 0.00145472 0.0014998 0.00146626 0.00138905 0.0016637 0.00129346 0.00134323 0.00139112 0.00114929 0.00126915 0.00124488 0.00102627 0.00138476 0.000991266 0.000989185 0.000977286 0.00101082 0.000845708 0.000757754 0.000887743
threshold=-0.40381499999999992 0.27287000000000006 -0.22665999999999997 0.16946000000000003 0.51524500000000006 -1.0000000180025095e-35 0.081790000000000015 0.10076500000000001 -0.091944999999999985 0.10530000000000002 0.41553500000000004 0.083150000000000016 -0.092474999999999988 -0.24044499999999999 0.30112000000000005 -0.51843499999999987 0.099250000000000019 -0.21968999999999997 -0.080769999999999995 -0.012164999999999999 -0.0029299999999999994 -0.50992999999999988 1.0000000180025095e-35 0.094935000000000005 -0.0016099999999999997 -0.46885499999999997 0.10954500000000002 1.0000000180025095e-35 -0.08231999999999999 0.092545000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 7 8 -7 10 11 12 -10 -14 15 -15 17 -17 -19 23 -21 -22 -23 27 -24 -3 -27 -20 -26 -30
right_child=1 25 3 -5 -6 6 -8 -9 9 -11 -12 -13 13 14 -16 16 -18 18 19 20 21 22 24 -25 28 26 -28 -29 29 -31
leaf_value=-0.0012676811063921075 0.0012035279404700218 -0.000160555087474566 -0.0012349050386649145 0.001400975187658123 -0.001400705925504655 -0.00077283834710634505 -0.0012774189475594487 -0.0013614795856593267 -0.0014003614119804343 -0.0014007375168986857 0.0010610331481420005 -0.0012437461185151875 -0.0014010311027038852 -0.00081119396717918471 0.0014005232162938685 -0.00079846916589488377 -0.001373473750533755 -0.0008214281328740023 0.00081716385681660354 -0.00094919205966463702 0.0011684577883157448 -0.00082529718667910914 0.0011318405258785844 -0.00067886888887162551 0.00083134329319001102 0.0010082890923544907 -0.00030819479374411419 -0.00038958748710701195 -0.00037762087659091884 0.00062682955127112106
leaf_weight=0.0029567585722887193 0.002110818496362298 0.0029488249969347189 0.002531194274292047 0.0015428405430384365 0.0033533569724291104 0.003975532115814139 0.0019018797874892348 0.0014936843306845296 0.0012443125081027509 0.0011632609711114119 0.002985206156431274 0.0016854431845416675 0.0011201600177628271 0.0027466841476097978 0.0020812879523077745 0.00245673012186609 0.0010614957243006975 0.0017427155357498938 0.014134278204404702 0.0019871570132590213 0.0019849413371701959 0.0026372295121062398 0.0022505576184670426 0.0010620410573167751 0.0022477625757630912 0.0066531832991287843 0.0013810517138139744 0.001238566864375735 0.005914749578437295 0.0024359663201494186
leaf_count=65 14 44 270 15 144 294 57 148 299 12 42 22 8 40 55 143 17 174 319 64 23 186 62 80 30 270 23 111 68 22
internal_value=0 -6.93541e-06 -8.97239e-05 -0.000129299 -0.000164309 -9.96102e-05 -5.29233e-05 -1.38814e-05 2.07304e-05 7.8959e-05 0.000111425 5.47661e-05 0.000100034 0.000139671 0.000177203 0.000119207 0.000181303 0.000222468 0.000289111 0.00034303 0.000101034 0.000220486 9.89806e-05 0.000629545 0.000288686 0.000528928 0.000781991 0.000719938 0.000109645 -8.46152e-05
internal_weight=0 0.0820729 0.0710899 0.068979 0.0674362 0.0640828 0.0615516 0.0596498 0.0581561 0.0541805 0.0530173 0.0500321 0.0483466 0.0471023 0.0459822 0.0439009 0.0411542 0.0400927 0.037636 0.0358933 0.0194584 0.0174712 0.0154863 0.0164349 0.012849 0.0109831 0.00803424 0.0153728 0.0105985 0.00835072
internal_count=3121 3056 2719 2705 2690 2546 2276 2219 2071 1777 1765 1723 1701 1402 1394 1339 1299 1282 1139 965 455 391 368 510 182 337 293 430 120 90
is_linear=0
shrinkage=0.00140032


Tree=977
num_leaves=20
num_cat=0
split_feature=150 484 1 42 0 49 474 15 42 43 12 43 16 151 4 1 47 1 16
split_gain=0.000188953 0.000249231 0.000239593 0.000326426 0.000299645 0.000368702 0.000527276 0.000291241 0.000253143 0.00028754 0.000237942 0.000214346 0.00021682 0.00020671 0.000278389 0.000196319 0.000192108 0.00029625 0.000152241
threshold=0.081835000000000019 -0.0068949999999999992 0.13146500000000003 0.091545000000000015 -0.084269999999999984 -0.006494999999999999 0.079590000000000008 -0.053579999999999996 -1.0000000180025095e-35 -0.084004999999999982 0.086850000000000024 0.070450000000000013 0.064860000000000015 -0.055494999999999996 0.0061450000000000003 0.10337500000000001 0.092710000000000015 0.094825000000000007 -0.062804999999999986
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 10 -4 -6 -10 16 12 -11 18 -15 -5 17 -7 -2
right_child=13 2 7 15 8 6 -8 -9 9 11 -12 -13 -14 14 -16 -17 -18 -19 -20
leaf_value=-0.0019669848412055589 0.0026605982020187565 -0.0024594258845660462 0.0026662978646511916 -0.002611270202759682 -0.00071388153645140129 -0.0022574383407971453 0.0024526434338704899 -5.2453127164564639e-05 0.0023151860423882022 0.00073977862323628004 0.00060635324927625742 0.0014395004274810768 -0.0018092899398752965 -0.0017255929575742664 0.0008455300873016938 -0.00038568193738537551 -0.0025707097995655388 0.00054125047743548726 0.00055250851886785076
leaf_weight=0.0011762996641321291 0.0010599782310691808 0.0013567128355393976 0.0010344283400787191 0.0013447136745694524 0.0018837300335944329 0.001013168310998399 0.0010036225272447297 0.0015428069937257751 0.0017153782947580964 0.0010944620769226567 0.001561450457942315 0.0016136381896103558 0.0010068740320789971 0.0010005505713499554 0.0019550358860449535 0.0011604377279752498 0.0011651070078642078 0.0014382013238618541 0.0010941265010124823
leaf_count=475 108 78 152 369 463 246 61 34 67 130 265 31 167 90 66 71 43 49 156
internal_value=0 -0.000193759 -8.9125e-05 -0.000256595 -3.332e-05 -0.000587974 -0.000177232 0.00103878 0.000538335 0.000972715 -0.000686974 0.000352833 -0.00048163 0.00065585 -2.48686e-05 -0.00158033 -0.00124538 -0.000615467 0.00158984
internal_weight=0 0.021111 0.0199347 0.0173575 0.0148523 0.00753826 0.00618155 0.00257724 0.00731408 0.00543035 0.00517793 0.00371497 0.00210134 0.00510969 0.00295559 0.00250515 0.00361648 0.00245137 0.0021541
internal_count=3121 2701 2226 2040 1600 742 664 186 858 395 603 328 297 420 156 440 338 295 264
is_linear=0
shrinkage=0.00396435


Tree=978
num_leaves=22
num_cat=0
split_feature=1213 44 124 402 4 13 132 4 41 0 4 43 3 457 1 151 12 15 47 12 12
split_gain=0.000184836 0.000185413 0.000233431 0.000194952 0.00026785 0.000221088 0.000304324 0.000333894 0.000261604 0.00027255 0.000274981 0.00035868 0.000304637 0.000537801 0.000455025 0.000246304 0.00023041 0.000199194 0.000157235 7.53061e-05 3.83628e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.043384999999999993 0.073745000000000019 -0.51843499999999987 -0.23438999999999996 0.079970000000000013 -0.27825499999999997 0.077300000000000021 -0.019414999999999998 -0.033174999999999989 -0.079329999999999984 0.12178000000000001 -0.0029299999999999994 0.094465000000000007 -1.0000000180025095e-35 0.091545000000000015 -0.055554999999999993 0.090280000000000013 -0.091274999999999981 0.095110000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 19 4 -4 20 7 -7 9 10 -9 16 13 -13 15 -15 -12 18 -16 -2 -6
right_child=1 -3 3 -5 5 6 -8 8 -10 -11 11 12 -14 14 17 -17 -18 -19 -20 -21 -22
leaf_value=-0.0013171557349714053 0.00051743567034563578 -0.0012314837770117091 -0.0016622836307596011 0.0012625231882746404 0.0005471547346882588 -0.0018229120181327398 0.001197508854096821 -0.0013790203620051473 -0.0016757529805832814 0.0014365134077941051 -0.002075941932644871 -0.0013465738872918385 -0.00088557902454184474 0.0010429449969136936 0.0021067549758383495 -0.0010551032308099536 1.8096641889397442e-07 0.002857083119875062 0.00034610552284759268 0.0017473862798438194 0.0014021407274274458
leaf_weight=0.0010717386818222532 0.0010146774516739399 0.0011210265830072777 0.0010256032052993148 0.0011725599701120073 0.0010594258702258897 0.0012577243700904123 0.0016364951814912257 0.0015747550638901516 0.0010075663941737653 0.0012339927090146046 0.0011566836796531631 0.0011343782742603281 0.0016255133334652783 0.0011111002095631761 0.0010290032372743951 0.0011655085600549252 0.0010249519118699091 0.0012027621935999377 0.001033550712133291 0.0010095442188919881 0.0010746722592180902
leaf_count=491 94 60 46 226 81 137 207 561 65 48 390 37 37 40 42 210 76 41 56 150 26
internal_value=0 3.53929e-05 9.56976e-05 -1.64318e-06 -7.44708e-05 9.78305e-06 -0.000110354 -0.000247928 -0.000109402 9.32967e-06 -0.000136723 4.98866e-05 0.000352213 0.000653584 0.001063 -3.11496e-05 -0.00110056 0.00182585 0.00122449 0.00113085 0.000977702
internal_weight=0 0.0246715 0.0235505 0.0215262 0.0203537 0.0193281 0.017194 0.0155575 0.0142998 0.0132922 0.0120582 0.0104835 0.00830182 0.0066763 0.00554192 0.00227661 0.00218164 0.00326532 0.00206255 0.00202422 0.0021341
internal_count=3121 2630 2570 2326 2100 2054 1947 1740 1603 1538 1490 929 463 426 389 250 466 139 98 244 107
is_linear=0
shrinkage=0.00318838


Tree=979
num_leaves=20
num_cat=0
split_feature=14 157 453 16 49 130 0 3 13 48 1 4 15 52 49 0 0 15 4
split_gain=0.000186592 0.000245403 0.000209414 0.000237187 0.000301051 0.00027709 0.000309729 0.000252654 0.000451413 0.000273657 0.000235663 0.000329172 0.000270354 0.000188857 0.00015341 0.000134888 0.000130273 8.36359e-05 6.50889e-05
threshold=0.076175000000000007 -0.073574999999999988 1.0000000180025095e-35 -0.5048999999999999 0.13984500000000002 -0.0015749999999999998 0.18019500000000002 0.10893000000000001 -1.0000000180025095e-35 0.093265000000000015 0.11588000000000001 -0.0016099999999999997 -0.10091499999999999 -0.087769999999999987 -0.078034999999999979 -0.083914999999999976 -0.057069999999999989 -0.053579999999999996 0.40473500000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 3 18 5 -5 7 9 -9 10 11 14 -13 -1 -7 -16 -17 -12 -3
right_child=-2 2 -4 4 -6 6 -8 8 -10 -11 17 12 -14 -15 15 16 -18 -19 -20
leaf_value=3.4343378733935564e-05 -0.0017541832393334501 0.0006544599182770922 -0.0018350112177017203 -0.0023712435415095155 0.0020541698570514235 0.0014283094134209795 0.0018812868286933481 3.1202131464771462e-06 -0.0030893201913573505 0.0018000002775611138 0.0018632663356146712 -0.00024057860790481779 -0.0027569703922720448 0.0023582720926227179 0.00080590155575583863 -0.0019908416177124538 -4.7648041825936298e-05 0.000216527165434218 0.0020702409994299278
leaf_weight=0.0011363893892075705 0.0010581190346448102 0.00133327364754265 0.0011563389576159091 0.0010619136767068818 0.0010278987676683995 0.0011558983163209051 0.0012245067259097899 0.0019447507948449072 0.0014646292304689732 0.0012957024062242315 0.0010010483667732828 0.0013327219415475433 0.0017451504965453404 0.0013591598380240369 0.0012424515012328073 0.0010795891217552055 0.0014056402336470883 0.0012004956349898075 0.0010101722242605859
leaf_count=159 101 82 74 246 81 72 27 109 44 150 117 89 280 239 335 634 157 27 98
internal_value=0 5.07155e-05 -9.3077e-05 5.05623e-06 -0.0001573 -0.000289811 -0.000152462 -0.000319958 -0.00132536 -2.08157e-05 -0.000252956 -0.000589835 -0.00166737 0.00130003 8.92802e-05 -0.000325933 -0.000891776 0.000965304 0.00126475
internal_weight=0 0.0241777 0.0216822 0.0205258 0.0181824 0.0171545 0.0160926 0.0148681 0.00340938 0.0114587 0.010163 0.00796145 0.00307787 0.00249555 0.00488358 0.00372768 0.00248523 0.00220154 0.00234345
internal_count=3121 3020 2622 2548 2368 2287 2041 2014 153 1861 1711 1567 369 398 1198 1126 791 144 180
is_linear=0
shrinkage=0.004207


Tree=980
num_leaves=31
num_cat=0
split_feature=39 42 123 133 13 13 1348 151 16 52 403 132 0 133 129 3 159 474 52 1366 401 1456 47 12 1374 34 4 12 1374 1456
split_gain=0.00224353 0.00200025 0.00156573 0.00163402 0.00148507 0.00298022 0.00145728 0.0013691 0.0014768 0.00128567 0.00126535 0.00137487 0.00124237 0.0011266 0.00110186 0.00119511 0.00108297 0.00136879 0.00109455 0.000934471 0.000970694 0.00102573 0.000913469 0.00086177 0.000993761 0.00100662 0.000953374 0.00138668 0.000802503 0.000932725
threshold=0.16946000000000003 -0.26584999999999998 1.0000000180025095e-35 -1.0000000180025095e-35 -0.53104499999999988 -0.23438999999999996 0.10621500000000002 -0.40381499999999992 -0.54165499999999989 -0.24164999999999998 -0.092474999999999988 0.081465000000000024 -0.077809999999999976 0.093255000000000018 1.0000000180025095e-35 -0.38012499999999999 0.091530000000000014 0.09550500000000002 -0.099454999999999974 -1.0000000180025095e-35 0.10076500000000001 1.0000000180025095e-35 0.11635500000000001 0.11650500000000001 0.093235000000000012 -1.0000000180025095e-35 0.23246000000000003 0.098810000000000023 -0.094929999999999987 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -6 7 -7 -9 22 -11 13 -13 14 15 -12 18 -18 -17 -20 21 23 -10 24 25 -21 27 28 -27 -30
right_child=-2 2 3 -5 5 6 -8 8 9 10 11 12 -14 -15 -16 16 17 -19 19 20 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.001149155218922673 0.0011493747184107843 -0.00089447151018054493 -0.00083125837796187618 0.00071288468523633371 0.00065536863809827965 -0.0011065352354157451 0.0011452058957613985 0.00086468531690735173 -0.0010656422127939961 -0.0011273712799228048 0.0011493862808181605 -0.00033457206247297091 0.0010041898931982525 -0.0011019141368741809 -0.0011327539352477623 0.00072162524359847705 -0.0011142863783597861 0.00034450500930379737 -0.0011489051700840477 -0.00095877860135018479 -0.0011488736584116465 -0.0011488460744974195 -3.5672560358206627e-05 -0.00075854246249959186 -0.00082078181541038789 -0.00047547368885419213 0.00062798627835653127 -0.0011489965424279524 -0.0007403161837434911 0.0002754714673143257
leaf_weight=0.0021517032195674793 0.0020889130868795283 0.002823460593276649 0.0010611210548177041 0.0061207060477634903 0.0071886540697292381 0.0019164952234476109 0.0011664092445471388 0.0019437819537202394 0.0032787490989800707 0.0015326772162822513 0.0010514842017528203 0.0013609273257060295 0.0027900181388460501 0.0015073083459498085 0.001302365203842192 0.002390975451795895 0.0027354544790938453 0.0012306472632630516 0.0010501651599614794 0.001107315718343215 0.0010266630640849419 0.0010199988038923627 0.0017389783365899802 0.001767372408455258 0.0015788193614127968 0.0025707618597721185 0.0047271604195771024 0.0011844345545846116 0.0012778476375530081 0.017940910125075163
leaf_count=18 23 19 30 232 122 59 13 62 313 341 13 97 60 170 123 54 141 28 31 20 104 136 26 34 23 29 55 66 121 558
internal_value=0 -5.6468e-05 -2.64758e-05 0.000484736 -7.80338e-05 -4.43256e-05 -0.000126516 -0.000151226 -0.000119722 -0.000153787 -9.93552e-05 -6.7602e-05 0.000565264 -0.000125377 -9.18947e-05 -6.01183e-05 -9.06836e-05 -0.000661636 -3.05266e-05 -8.15423e-05 -4.87684e-05 -1.47232e-05 -0.000708689 2.12531e-05 6.66073e-05 0.00011524 0.000158172 6.15025e-05 0.000127303 0.000207932
internal_weight=0 0.0805434 0.0783917 0.00718183 0.0712098 0.0683864 0.0611977 0.0600313 0.0581148 0.056171 0.0511533 0.0496206 0.00415095 0.0454697 0.0439624 0.04266 0.0416085 0.0039661 0.0376424 0.0352514 0.0342013 0.0331746 0.00501773 0.0321546 0.0303872 0.0288084 0.0277011 0.022974 0.0217895 0.0192188
internal_count=3121 3098 3080 262 2818 2799 2677 2664 2605 2543 2204 1863 157 1706 1536 1413 1400 169 1231 1177 1146 1042 339 906 872 849 829 774 708 679
is_linear=0
shrinkage=0.00114875


Tree=981
num_leaves=20
num_cat=0
split_feature=11 3 2 1 1 47 13 3 15 484 133 15 16 3 3 2 15 13 4
split_gain=0.000184031 0.000289779 0.000329125 0.00037825 0.000233545 0.000278651 0.000256916 0.00026231 0.000301396 0.000249838 0.000205068 0.000307736 0.000250908 0.000216843 0.000178721 0.000156973 0.000146462 0.000104897 0.000172196
threshold=0.081790000000000015 -0.12018999999999998 0.10803500000000001 0.077845000000000011 0.10060500000000001 0.089100000000000013 -0.072819999999999982 0.12178000000000001 -1.0000000180025095e-35 0.08660000000000001 0.083950000000000011 0.088345000000000021 -0.097644999999999996 -0.078934999999999991 0.10893000000000001 0.09580000000000001 -0.055554999999999993 -0.086589999999999986 0.0061450000000000003
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 9 6 -6 8 -8 10 12 15 -3 -14 16 -12 -7 -15 -19
right_child=-2 4 -4 -5 5 14 7 -9 -10 -11 11 -13 13 17 -16 -17 -18 18 -20
leaf_value=-0.0013644859579144345 -0.0012243531004553121 -0.0029141659145854423 0.0030111432386340413 0.0020701302377472224 0.0025010788598346491 -0.00055579310488275294 0.0028606988693067621 -0.0009010520243560796 -0.00020715420506668569 0.0013712495139186457 -0.0019439905479673386 0.0019970761150471129 -0.002307985682737726 0.00075308382488928241 -0.0013569962243397771 0.00032569350096451564 0.0014648933432643875 -0.0015939440972288915 0.00040765208510360439
leaf_weight=0.0011444684866326318 0.0020014693899987881 0.001139276842984426 0.0011334502821505055 0.0010421756889869016 0.001430558235285595 0.0013968058659292737 0.0011058218842174838 0.0014790549556948918 0.0010737299720808835 0.0010600406202754273 0.0010067512876403839 0.0010138055866153461 0.0012193053018731961 0.0011143685908772127 0.0018884775869310033 0.0010685612499100605 0.0010835596799729785 0.0016942919304960852 0.0012862253867895745
leaf_count=65 175 170 35 80 204 98 154 30 63 200 346 222 652 70 62 144 22 262 67
internal_value=0 7.87503e-05 0.00120744 0.000272485 -0.000108051 0.000363135 0.00101907 0.000439591 0.00134936 -0.00052837 -0.000739389 0.000134522 -0.00115771 -0.000781154 -0.000400951 -0.000775349 0.000326954 -0.00032652 -0.000730167
internal_weight=0 0.0233807 0.00332009 0.00218664 0.0200606 0.00945801 0.00508917 0.00365861 0.00217955 0.0106026 0.00954259 0.00308912 0.00645347 0.00531419 0.00436884 0.00207531 0.00248037 0.00409489 0.00298052
internal_count=3121 2946 180 145 2766 633 451 247 217 2133 1933 712 1221 1051 182 490 120 399 329
is_linear=0
shrinkage=0.00412451


Tree=982
num_leaves=19
num_cat=0
split_feature=14 52 157 124 12 43 43 131 14 13 48 1 47 1 2 2 0 1
split_gain=0.000184046 0.000276257 0.00029169 0.000247062 0.000301338 0.000388262 0.000301016 0.000294267 0.000321475 0.000272891 0.000321034 0.000463553 0.000378531 0.000170931 0.00016908 0.000302681 0.000225614 0.000134982
threshold=0.076175000000000007 -0.40306999999999998 -0.077234999999999984 0.0049200000000000008 0.11650500000000001 -0.14968999999999996 -0.34140499999999996 0.08956500000000002 -0.22253999999999999 -0.23438999999999996 0.12879500000000002 0.099660000000000012 0.086785000000000015 0.090540000000000023 0.089885000000000007 0.092480000000000021 -0.053834999999999994 0.088485000000000022
decision_type=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 -7 -10 11 14 -13 -3 17 -16 -17 -11
right_child=-2 2 3 -5 -6 7 -8 -9 9 10 -12 12 -14 -15 15 16 -18 -19
leaf_value=-0.0016085819611303528 -0.0016779244088174609 0.00046221126599360233 0.00014902606331997306 0.0017816085398094108 -0.0020584267540718249 -0.0020434446298302016 0.002809455267815611 -0.0022503337630721035 0.0017497814074891066 -0.00041086764314660366 -0.0021153272353306245 0.0025815480355475384 -0.00043837555863294667 0.0027113309606423032 0.0013979710747310063 -0.0022852340891070288 0.00023634062978696699 -0.0021579917565167474
leaf_weight=0.0015336948636317507 0.0010502236495097952 0.0011324104546701621 0.0014583900894198365 0.0012130874993108156 0.0012039493140294502 0.0012268388056195798 0.0013291728899922335 0.0010888502035479855 0.0014902078671195059 0.001686701027289135 0.0011506053220911036 0.0018764586940629435 0.0010631889681489426 0.0010789245892244281 0.0017262470830077259 0.0010026853977308514 0.0013769031468262583 0.001265599575842824
leaf_count=314 101 200 84 66 112 73 77 294 96 665 44 195 37 82 128 304 57 192
internal_value=0 5.16172e-05 0.00016544 1.25102e-05 -0.000100764 3.20816e-05 0.00141758 -0.000226183 -6.72267e-05 0.000124606 -9.26311e-05 0.000140153 0.00148933 0.00155957 -0.000421765 0.00010894 -0.000826173 -0.00115983
internal_weight=0 0.0239039 0.0223702 0.0201589 0.0189458 0.0177418 0.00278756 0.0149543 0.0138654 0.0126386 0.0111484 0.00999778 0.00293965 0.00221134 0.00705814 0.00410584 0.00237959 0.0029523
internal_count=3121 3020 2706 2424 2358 2246 161 2085 1791 1718 1622 1578 232 282 1346 489 361 857
is_linear=0
shrinkage=0.00404364


Tree=983
num_leaves=31
num_cat=0
split_feature=39 42 156 9 151 1348 14 15 43 123 13 13 403 132 150 1456 1 0 42 43 160 4 4 3 457 16 16 48 131 12
split_gain=0.00181487 0.00156714 0.00135999 0.0012862 0.00107507 0.00127492 0.00140259 0.00111957 0.00102214 0.000994353 0.00107882 0.00191242 0.00117231 0.00103594 0.000949352 0.000929373 0.000877257 0.000925545 0.000855656 0.000689004 0.00123556 0.0010774 0.000611188 0.000597686 0.000897462 0.000956391 0.000747782 0.000725583 0.000894621 0.00134968
threshold=0.16946000000000003 -0.26584999999999998 -1.0000000180025095e-35 -0.036024999999999995 -0.40381499999999992 0.090205000000000021 0.076175000000000007 -0.47006499999999996 0.39192500000000002 1.0000000180025095e-35 -0.53104499999999988 -0.099939999999999987 -0.088999999999999982 0.081465000000000024 -0.22665999999999997 -1.0000000180025095e-35 0.10752500000000002 0.13134000000000004 -1.0000000180025095e-35 -0.50216499999999986 -0.098904999999999979 -0.42529999999999996 0.24564500000000003 -0.10831999999999999 -0.0029299999999999994 -0.071854999999999988 -0.0087049999999999992 0.095425000000000024 0.088315000000000018 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 -1 -3 -4 -5 6 7 -6 9 10 -9 16 -13 14 -14 -16 17 -12 22 -20 -21 -22 -17 -23 -25 27 -27 28 29 -26
right_child=-2 2 3 4 5 -7 -8 8 -10 -11 11 12 13 -15 15 18 -18 -19 19 20 21 23 -24 24 25 26 -28 -29 -30 -31
leaf_value=-0.0012686370923014594 0.0012689145853062268 -0.0012683991348360994 0.0012686870109012622 -0.001076328422523721 0.0012684349722195424 0.0012261987082037417 -0.0010707838910543103 -0.00099000511061629951 -0.0010958271666530301 0.00062703852992942956 8.5678730279125029e-06 -0.0012636046732157991 0.00083245495157927495 0.00062206518529166438 -0.0012684000689799052 -0.0012239864687388399 0.0012013436138516393 0.0010894397266036217 0.00070330460686986282 -0.0012496947895471496 -0.0012356611810352017 0.00050836692703912049 -6.8121745135543686e-06 -0.00089615834082458902 0.00023400154872269609 -0.0010641454734429158 -7.1233222654631454e-05 0.00096402709517253349 0.0011840507103541063 -0.0012684818089456706
leaf_weight=0.0016492499670164298 0.0017281410864029558 0.0013603878959322904 0.0012861972771371901 0.001491875203509351 0.0011373678682495827 0.0013629597578841404 0.0019537651057603958 0.0018019435219684956 0.0013426103649916135 0.0040585261514216589 0.0047750643300155104 0.001394652876006929 0.001503848635366011 0.00309389110373992 0.0012555902366271346 0.001903858688928838 0.0023475752492672086 0.0017383151371177519 0.0017089608852529628 0.001485662171359258 0.0011676431973768183 0.0033248874246396371 0.0010187140911455117 0.0019197791376148734 0.0041659339769495145 0.0017402410346760537 0.0040824077392241477 0.0020159496090172979 0.0010161033386566487 0.0012504304840383895
leaf_count=18 23 163 89 64 66 33 92 11 102 165 80 370 16 139 213 365 86 12 13 162 93 52 20 117 129 121 201 12 11 83
internal_value=0 -4.93096e-05 -1.50541e-05 1.46789e-05 -1.40928e-05 1.49492e-05 -1.60803e-05 2.41274e-05 -4.11374e-06 2.59405e-05 -2.8622e-05 1.17503e-05 -0.000124844 -7.6207e-05 -0.000149292 -0.000201914 0.000536618 0.000297035 -0.00015195 -7.26659e-05 -0.000132484 -5.22358e-05 -0.000799719 1.85696e-05 -8.20133e-05 2.75075e-05 -0.000367989 0.000300084 9.20027e-05 -0.000112864
internal_weight=0 0.0603544 0.0587051 0.0573448 0.0560586 0.0545667 0.0532037 0.05125 0.0501126 0.04877 0.0447115 0.0429095 0.0340486 0.0326539 0.02956 0.0280562 0.00886095 0.00651338 0.0268006 0.023878 0.022169 0.0206834 0.00292257 0.0195157 0.0161908 0.0142711 0.00582265 0.00844842 0.00643247 0.00541636
internal_count=3121 3098 3080 2917 2828 2764 2731 2639 2573 2471 2306 2295 2117 1747 1608 1592 178 92 1379 994 981 819 385 726 674 557 322 235 223 212
is_linear=0
shrinkage=0.00126831


Tree=984
num_leaves=19
num_cat=0
split_feature=128 124 484 1 49 42 0 3 52 2 2 43 13 457 0 13 3 123
split_gain=0.000165845 0.000199203 0.000216891 0.000237185 0.000441286 0.000375214 0.000367453 0.000222888 0.000253334 0.000243316 0.000332576 0.000271469 0.000261766 0.000409497 0.000411357 0.000198589 0.000179704 0.000132103
threshold=0.086435000000000012 -0.043384999999999993 -0.0068949999999999992 0.12337000000000002 0.11707000000000002 0.091735000000000025 -0.052984999999999997 -0.15447499999999995 0.11434500000000002 0.088930000000000023 0.084245000000000014 -0.074974999999999986 -0.091904999999999987 0.083415000000000017 -0.22491999999999998 -1.0000000180025095e-35 0.16158000000000003 0.085110000000000005
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 7 -5 -4 9 10 11 -9 16 14 -14 -13 -11 -1
right_child=-2 2 3 6 -6 -7 -8 8 -10 12 -12 15 13 -15 -16 -17 -18 -19
leaf_value=0.00030140222107665919 -0.0018274843471393254 -0.0020236590005915395 0.0022060755931377816 0.0029732896350087253 -0.0032894129949580324 -0.0019809806543034524 -0.00036308951777901463 0.0021658640151304689 -0.0022164439401901798 0.0031245529458425255 -0.0026787776475052528 -0.0023109660018931239 0.00154938868830154 0.0020117754384453546 -0.0022685685855925366 0.00049711931493561282 0.00054682221979779962 0.0027214782212931967
leaf_weight=0.00108050938177806 0.0011352343271402434 0.001256341071689481 0.0012848049722773364 0.0015187401710461401 0.00100092459510459 0.0019357781683078104 0.001565573514616502 0.0011268847833250106 0.0010194797964668276 0.0015480778311030008 0.0012652329252367256 0.0010312299212733578 0.0010077947047477664 0.0017475720048523158 0.0019043305744967931 0.0013688220401855203 0.0010668263892483765 0.0010278036621467201
leaf_count=110 207 468 139 113 111 397 85 82 199 42 419 157 21 66 294 42 32 137
internal_value=0 6.31995e-05 -7.48969e-05 4.51649e-05 -0.000174847 1.63275e-05 0.00127977 0.000285364 9.67895e-05 0.000292227 -0.00055325 0.00020925 0.000849187 0.000162475 -0.000947294 -0.00070943 0.00207289 0.00148119
internal_weight=0 0.0237567 0.0216484 0.0203921 0.0173078 0.0163068 0.00308431 0.0143711 0.0130863 0.0120668 0.00479217 0.00352694 0.0072746 0.0046597 0.00291213 0.00240005 0.0026149 0.00210831
internal_count=3121 2914 2667 2199 2001 1890 198 1493 1354 1155 700 281 455 381 315 199 74 247
is_linear=0
shrinkage=0.00483252


Tree=985
num_leaves=20
num_cat=0
split_feature=14 52 157 124 12 43 49 43 42 151 160 457 4 151 2 2 16 1 12
split_gain=0.000173352 0.000249771 0.00025056 0.000210911 0.000289902 0.000333298 0.000252 0.000251133 0.000211457 0.00021211 0.000350585 0.00027816 0.000426975 0.00028091 0.000245708 0.000219169 0.000205532 0.000167848 0.000118045
threshold=0.076175000000000007 -0.40306999999999998 -0.073574999999999988 0.0049200000000000008 0.11650500000000001 -0.14968999999999996 -0.14750499999999997 -0.27207999999999993 -0.035074999999999988 -0.090369999999999992 -1.0000000180025095e-35 -0.0029299999999999994 0.24564500000000003 -1.0000000180025095e-35 0.11237500000000002 0.098035000000000011 -0.056919999999999991 0.090540000000000023 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 17 4 5 7 -7 -4 -8 -10 -11 -12 13 -13 15 16 18 -3 -15
right_child=-2 2 3 -5 -6 6 8 -9 9 10 11 12 -14 14 -16 -17 -18 -19 -20
leaf_value=-0.0015123562548237067 -0.0015954876023919441 0.0003459594411510152 0.00027520191982550307 0.0016267891372775357 -0.0020197191518463173 0.0016446224738660049 -0.0020721440439207366 0.0027067961589405079 -0.0017657784106185662 -0.0015876343637076264 -0.0016137795223887558 0.0019125975902812013 0.0024975186184386629 0.0012737584234086277 -0.0017891687448714788 0.0017878383796741161 -0.0017772039538167658 0.0025292168356044992 -0.00049084847292568776
leaf_weight=0.0014984661608877783 0.0010468776386858272 0.0011196848646264348 0.0015641897589642184 0.0012028534314234554 0.0011435294049131342 0.0010815802534578358 0.0010281644072630573 0.0011644550649307873 0.0012285389991471022 0.0018914619563465988 0.0010748395724231646 0.0011424911875215268 0.0014332516140469487 0.0011339597982207286 0.0012563826051290583 0.001041387327580523 0.0010226208072433478 0.0010942701226932527 0.0012553932439403059
leaf_count=314 101 213 92 64 111 51 417 69 101 473 68 88 166 43 57 51 129 97 416
internal_value=0 5.3439e-05 0.000160678 1.83306e-05 -8.64638e-05 4.11862e-05 -0.000196649 0.00131289 -0.000344073 -0.00020171 -3.09352e-05 0.00028363 0.000529773 0.000118188 -0.000240864 0.000195944 -0.000289927 0.00142506 0.000346614
internal_weight=0 0.0233775 0.0218791 0.0196651 0.0184622 0.0173187 0.0145901 0.00272864 0.0135085 0.0124803 0.0112518 0.00936033 0.00828549 0.00685223 0.00570974 0.00445336 0.00341197 0.00221395 0.00238935
internal_count=3121 3020 2706 2396 2332 2221 2060 161 2009 1592 1491 1018 950 784 696 639 588 310 459
is_linear=0
shrinkage=0.00396435


Tree=986
num_leaves=31
num_cat=0
split_feature=31 39 42 156 151 1348 14 4 1213 11 150 160 160 13 13 403 131 51 48 43 0 150 16 43 16 47 14 133 1 49
split_gain=0.00122463 0.00122223 0.00114703 0.00104366 0.000813652 0.00119497 0.00115932 0.000965428 0.000940651 0.00097953 0.000812576 0.00118121 0.000870375 0.000948795 0.00122706 0.000939452 0.000875058 0.000879387 0.000878331 0.000881325 0.000860719 0.000729476 0.000639742 0.000600907 0.000522128 0.000851488 0.000764478 0.000468011 0.000762842 0.000679447
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 -1.0000000180025095e-35 -0.40381499999999992 0.090205000000000021 0.078320000000000015 0.27834500000000006 -0.082704999999999987 0.081790000000000015 -0.22665999999999997 -0.091944999999999985 -0.081069999999999989 -0.084034999999999985 -0.53104499999999988 -0.083259999999999987 0.10033500000000002 -1.0000000180025095e-35 0.093440000000000009 -0.50775499999999985 -0.10607499999999999 0.087380000000000013 -0.25582999999999995 0.093175000000000022 -0.54165499999999989 0.096475000000000019 -0.46885499999999997 -0.0061299999999999992 0.090475000000000014 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -6 10 -10 -12 -13 14 -14 -15 17 -17 19 -19 21 22 -21 -22 -9 26 -26 -16 29 -29
right_child=1 -3 3 4 5 -7 -8 24 9 -11 11 12 13 15 27 16 -18 18 -20 20 23 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.00124376920816546 -0.0012436832050018664 0.0012438341121573098 -0.0012435074930389658 -0.0010323266754396123 -0.0012435049962895141 0.0012089180768407798 -0.0010998448707379314 0.0012436637792364647 0.0010054010566428434 -0.0012435058401457691 -0.0008266711136080885 0.00078745384304320938 -0.00074559928958173999 -0.0012435070172623281 -0.00010066663967462211 -0.0010722005000998981 0.00097221101048805515 0.00057009966066215759 0.00042649547341376776 -0.00041427695159743495 -0.00099392939547082921 -0.00062443049369006055 0.00079871461444989327 1.1610878503501685e-05 -0.00016533301071057729 -0.00072541748337440085 0.00095304970564802144 -0.00048561667604724604 0.0012242111762499584 0.0006055278826372901
leaf_weight=0.00115686487436406 0.0012730479630462801 0.0011046044094058507 0.0011036794706105182 0.0011978030709407497 0.0010196242933280244 0.0012419554125315804 0.0015066177854698984 0.0010939972358698924 0.0012045735045376196 0.0010045514902117239 0.0026774930752542217 0.0022023521944580784 0.0015208867223464049 0.0012147235585371332 0.0017900801611574488 0.001560872516425337 0.0010786039938253103 0.0016823545732336251 0.0037967332844175425 0.0010479640117182498 0.0039199813474621991 0.0019088669112363732 0.0018752017244523123 0.0012002285539152169 0.0014790643813569204 0.0010101320191537866 0.0026171953264295658 0.0011778319366992926 0.0021634110005521734 0.003517219652380275
leaf_count=86 18 21 163 64 289 33 80 40 13 80 315 132 13 336 100 206 44 23 79 18 328 21 34 107 33 21 167 74 71 112
internal_value=0 -4.99502e-05 -7.8483e-05 -4.80951e-05 -2.04417e-05 5.61668e-06 -2.73948e-05 9.52541e-06 -6.55078e-05 -3.26401e-05 1.58603e-06 -3.3631e-05 3.34423e-05 -2.29353e-05 0.000284391 -0.000184991 -0.000113838 -0.000182776 -9.28112e-05 -0.000262277 -0.000402985 -2.65625e-05 0.000363853 -0.000758221 0.000464096 0.000297081 0.000549228 0.00046552 0.000613297 0.000331796
internal_weight=0 0.0511917 0.050087 0.048814 0.0477103 0.0465125 0.0452706 0.0437639 0.0375636 0.0365439 0.0355394 0.0343348 0.0316573 0.029455 0.0101694 0.0192855 0.0180708 0.0169922 0.0154313 0.0116346 0.00995224 0.00483203 0.00292317 0.00512021 0.00620039 0.00510639 0.00409626 0.00864854 0.00685846 0.00469505
internal_count=3121 3035 3014 2996 2833 2769 2736 2656 2395 2106 2026 2013 1698 1566 370 1196 860 816 610 531 508 73 52 435 261 221 200 357 257 186
is_linear=0
shrinkage=0.00124344


Tree=987
num_leaves=19
num_cat=0
split_feature=41 1 0 0 16 16 3 15 4 15 52 13 12 3 52 4 52 2
split_gain=0.00016889 0.000193492 0.000216207 0.000205219 0.000203068 0.000229038 0.00038657 0.000188281 0.000186133 0.000176676 0.000183986 0.000306747 0.000175869 0.000355249 0.000214371 0.000333975 0.000240912 7.67647e-05
threshold=0.078475000000000017 0.104035 -0.019414999999999998 -0.053834999999999994 -0.27167499999999994 -0.071854999999999988 0.12178000000000001 0.095175000000000023 0.27287000000000006 -0.10203999999999998 0.11434500000000002 -0.095304999999999987 0.084100000000000022 -0.097604999999999983 0.0031350000000000002 0.0052350000000000009 -0.080979999999999983 0.097845000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 8 -6 -7 9 -3 -1 11 17 14 -14 15 16 -13 -11
right_child=-2 2 -4 -5 5 6 -8 -9 -10 10 -12 12 13 -15 -16 -17 -18 -19
leaf_value=-0.0012848120557187839 -0.0011773366611584383 -0.0015458819933876103 0.0020469066585853562 -0.0012047456440102259 0.0018866239640411382 0.0016511240001154874 -0.0010076145750246819 -0.0016824749400393896 0.00065789789451574919 0.00073957155452560172 -0.0013939868251283591 0.00012627660354169284 0.00037967051654323291 -0.0024213746595350178 0.001503671058809069 0.0012553680501863566 -0.0021859944392091852 0.0020084746450396546
leaf_weight=0.0014548911243771343 0.0015682938698287066 0.0010415301198918323 0.0010449747709659904 0.0010858238561386449 0.0019503135254339563 0.0014098527679760045 0.001529118263153606 0.0010733021129122897 0.001015125754058932 0.0014168552192339607 0.0010407379182924567 0.0012161283470142337 0.0012695298111053983 0.0011643932107944215 0.0013248032727006809 0.001342235366042388 0.0012015587580085346 0.0011656249523639417
leaf_count=233 148 25 139 79 77 133 50 328 140 73 165 135 149 1012 67 42 107 19
internal_value=0 6.52812e-05 0.000479818 0.000275931 0.000507398 0.000913546 0.000267808 -0.000209965 -0.000458139 -8.45008e-05 7.22343e-05 0.000223302 -0.000150744 -0.000960355 0.000236795 -0.000209588 -0.00102289 0.0013123
internal_weight=0 0.0227468 0.00907674 0.00803176 0.00694594 0.00488928 0.00293897 0.0136701 0.00205666 0.0125968 0.0111419 0.0101011 0.00751865 0.00243392 0.00508473 0.00375992 0.00241769 0.00258248
internal_count=3121 2973 643 504 425 260 183 2330 165 2002 1769 1604 1512 1161 351 284 242 92
is_linear=0
shrinkage=0.00366245


Tree=988
num_leaves=19
num_cat=0
split_feature=2 484 11 3 15 0 43 47 48 51 0 12 13 42 1 43 0 42
split_gain=0.000173506 0.000203696 0.000216438 0.000191642 0.000421183 0.000206496 0.000347515 0.00031812 0.000277988 0.000328696 0.000252878 0.000251252 0.000357407 0.000291147 0.000190952 0.000167889 9.96686e-05 9.44335e-05
threshold=0.14753000000000002 -0.0068949999999999992 0.089270000000000002 -0.12018999999999998 -0.015744999999999999 -0.10607499999999999 -0.04890499999999999 0.088195000000000009 0.086260000000000017 -0.076794999999999988 -0.084269999999999984 -0.010834999999999999 -0.0034749999999999994 0.086325000000000013 0.095285000000000022 -0.0011349999999999999 -0.18901999999999997 0.079510000000000011
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 -5 8 9 -8 14 -12 13 15 -7 -13 -11 -6
right_child=-2 2 -4 5 17 10 7 -9 -10 16 11 12 -14 -15 -16 -17 -18 -19
leaf_value=-0.0016653548909450154 0.0015003340592555157 0.0030077407435327125 -0.001752902973380733 0.0021717450969954751 0.00077456399935369033 -0.0027272576851151593 -0.00053853072341538712 -0.0015563608814949722 -0.00076674267105182256 0.0029445838634490134 0.0011373535234021743 0.0021572536393170516 -0.0019094244070079354 -0.0013828613306726097 -0.00041158799488853379 3.9938598862125989e-05 0.0012536865292030086 -0.00073960812217678984
leaf_weight=0.0011714809199443446 0.0010901463949952719 0.0010253498934078564 0.0010158454809197073 0.0013517508857150418 0.0012975225171345485 0.0011481772972197178 0.0011297903608387116 0.0015113331332656799 0.0017559736800691894 0.0010053455603191708 0.0017863131986879362 0.0010389463551028211 0.0018815103151567257 0.0011663680121223319 0.0010120601118339678 0.0012419626623834078 0.0011057663270221917 0.0011953983633965493
leaf_count=482 142 73 92 96 79 601 27 50 56 47 150 141 343 452 61 98 84 47
internal_value=0 -8.67902e-05 -1.45066e-06 8.46945e-05 0.000910923 -8.49493e-05 0.000378536 6.08802e-06 0.000478659 0.00115344 -0.000477709 -0.0001241 -0.000546964 0.000196662 -0.00164238 0.00100437 0.00205892 4.84925e-05
internal_weight=0 0.0228409 0.0216694 0.0206536 0.00351827 0.0171353 0.00785996 0.00650821 0.00499688 0.0032409 0.00927534 0.0071151 0.00532879 0.00344728 0.00216024 0.00228091 0.00211111 0.00249292
internal_count=3121 2979 2497 2405 199 2206 360 264 214 158 1846 1184 1034 691 662 239 131 126
is_linear=0
shrinkage=0.00388662


Tree=989
num_leaves=19
num_cat=0
split_feature=43 40 42 123 133 484 3 0 15 16 1 457 1374 42 52 1 3 49
split_gain=0.000168907 0.000252097 0.000210912 0.000290313 0.00030388 0.000230063 0.000231432 0.000334292 0.000258332 0.000228229 0.000499074 0.000171299 0.000242586 0.000169679 0.000126192 0.000115053 6.33034e-05 5.54071e-05
threshold=0.24789500000000006 -0.083709999999999993 -0.11051499999999999 0.085110000000000005 0.095000000000000015 -0.0068949999999999992 -0.12018999999999998 -0.053834999999999994 -0.015744999999999999 -0.36241499999999999 0.11323000000000001 0.080930000000000016 -0.035729999999999991 0.08623500000000002 -1.0000000180025095e-35 0.086560000000000012 0.083060000000000009 0.0021350000000000002
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 8 9 -7 17 11 13 -13 15 -10 -11 -17 -8
right_child=-2 2 3 -5 -6 6 7 -9 14 10 -12 12 -14 -15 -16 16 -18 -19
leaf_value=0.0018987500858188163 -0.0014801997878884767 -0.0014905870527623846 -0.0015009903175052827 0.0020286451238104601 -0.0016798685872992537 0.0024548937742612702 -0.00030393891496650492 -0.0016197126089387657 -0.00062482931542199064 7.4120139989597241e-05 0.0022607440867614256 -0.00033079038136569295 0.0022367418694321495 0.00084175564525773203 0.0011458151884057577 -0.00068464151558381061 -0.0019497491664528196 -0.0015613641159849358
leaf_weight=0.0010310811473885897 0.0010860543411326242 0.0013456166474949951 0.001210034925056446 0.0010394200203109874 0.0015093994721203643 0.0012706635090946605 0.0010152103509053446 0.0016526521461939355 0.0010927040128088095 0.0014500134898442485 0.0018201814201574962 0.0010882045177211808 0.0010496485514561726 0.0012769807439920178 0.0012563024195637517 0.0011874634905622017 0.0011120843176684048 0.0010199875138123815
leaf_count=124 188 158 380 145 457 80 98 171 98 446 69 30 55 377 49 106 40 50
internal_value=0 5.84458e-05 -3.02368e-05 6.77671e-05 -3.94403e-05 0.000102032 0.00022109 -2.16262e-05 0.00107084 0.000218041 0.000479032 2.63712e-05 0.000929823 -0.000357878 0.000322152 -0.000766436 -0.00129646 -0.000934127
internal_weight=0 0.0224276 0.0213966 0.020051 0.0190115 0.0175021 0.0162921 0.0126724 0.00361967 0.0110198 0.00898458 0.0071644 0.00213785 0.00502654 0.00234901 0.00374956 0.00229955 0.0020352
internal_count=3121 2933 2809 2651 2506 2049 1669 1442 227 1271 1123 1054 85 969 147 592 146 148
is_linear=0
shrinkage=0.00381041


Tree=990
num_leaves=31
num_cat=0
split_feature=39 42 9 1348 14 151 4 150 160 158 52 13 133 13 49 160 457 52 12 1374 16 1 0 12 457 0 4 48 1 0
split_gain=0.00138593 0.00144756 0.00117831 0.00107604 0.00138728 0.000955755 0.000971136 0.000871206 0.00101197 0.000875003 0.000859652 0.000818105 0.000974098 0.00108027 0.00094772 0.000816826 0.000848575 0.000900089 0.000843441 0.000791305 0.000655684 0.000797451 0.00060156 0.000573104 0.000563227 0.000494964 0.000373182 0.000368484 0.000348034 0.000347202
threshold=0.16946000000000003 -0.26584999999999998 -0.036024999999999995 0.095915000000000014 0.078320000000000015 -0.5225749999999999 0.27287000000000006 -0.22665999999999997 -0.091944999999999985 0.085900000000000018 -0.52017999999999986 -0.084034999999999985 -0.0061299999999999992 -0.53104499999999988 -0.10774499999999999 -0.081069999999999989 0.045365000000000009 0.096795000000000006 0.09857500000000001 -0.035729999999999991 -0.54165499999999989 0.111945 -0.14649999999999996 0.11650500000000001 -0.0029299999999999994 -0.084269999999999984 0.50822500000000004 0.086125000000000021 0.083135000000000014 -0.062764999999999974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 27 10 -10 12 25 -14 -15 -13 17 18 22 -18 -8 -22 24 -20 -17 -12 -23 -9 -21 -24
right_child=-2 2 3 -5 -6 6 20 8 9 -11 11 15 13 14 -16 16 19 -19 23 28 21 26 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0012686459411005776 0.0012687523886882055 0.0012686369045558806 -0.0011896086626137056 0.0012556478386964083 -0.0011490440625347952 0.0010427046243071079 0.001268573944401814 -0.001171985778086789 -0.00099431757423156181 -0.0011322872862883989 -0.00093053383174224538 0.00067256585908122843 -0.00050145153796124693 -0.00029014345796558053 0.00091371644004893508 -0.00082881267777071331 -0.00046486173229677417 0.00032430747944475161 0.0004239101965711811 0.00011741953976112243 -0.00027636883384136405 0.00032702057589826579 -0.0012323904227197846 -0.0006397971347889285 0.00033831091783114033 0.00023093030350065122 0.0012154576427614086 -0.0002254908262206016 0.00099645683883251403 -0.00061200267479618719
leaf_weight=0.001494760152056073 0.0013380003345133664 0.001146966762874512 0.001091435579830601 0.0010230546019727163 0.0018073768746518218 0.0011064607252819761 0.0012803690409128876 0.0018078622166930449 0.0013505043363366545 0.0011406885197531294 0.0013004496368118623 0.0019592517524178446 0.0014211474112926234 0.0012709951250498017 0.0061026527072312025 0.0012407204389432991 0.0014975127232901286 0.0027156285479019724 0.0022426032050950626 0.0011740091579497394 0.0024730358139208866 0.00188661146366087 0.0029779092858435068 0.0012797342158403779 0.0014336966147538892 0.0010807103185150888 0.0012741881375220032 0.0010436067848393904 0.0018924504019750543 0.0028303818018287265
leaf_count=18 23 89 45 22 86 14 46 309 220 161 135 86 13 33 271 22 21 191 118 39 47 89 629 37 26 57 98 68 47 61
internal_value=0 -3.84677e-05 -2.30742e-06 -3.1635e-05 -5.86874e-05 -1.66457e-05 1.13168e-05 -6.65913e-05 -9.90942e-05 -3.97563e-05 -2.85303e-06 3.84481e-05 0.000316227 0.000511062 0.000706207 -0.000107686 -0.000186956 -0.000335097 -0.000484259 0.000290856 0.000449286 0.000263091 -0.000700889 3.74445e-05 -0.000203143 -0.000403393 0.000685169 -0.000825579 0.000659913 -0.000930075
internal_weight=0 0.0523468 0.050852 0.049705 0.048682 0.0468746 0.0457832 0.038869 0.0377625 0.034911 0.0337704 0.0324199 0.011176 0.0087948 0.00737365 0.0212439 0.0192846 0.0147207 0.012005 0.00456397 0.0069142 0.00563384 0.00848271 0.00352234 0.00267442 0.00238116 0.0031608 0.00285147 0.00306646 0.00580829
internal_count=3121 3098 3080 2991 2969 2883 2838 2558 2544 2167 2006 1786 509 317 304 1277 1191 1084 893 107 280 234 738 155 48 192 187 377 86 690
is_linear=0
shrinkage=0.00126831


Tree=991
num_leaves=31
num_cat=0
split_feature=39 42 9 52 151 1456 133 1 128 50 15 0 159 13 40 4 0 15 16 130 1374 13 160 157 42 3 4 47 12 12
split_gain=0.00171578 0.0018011 0.00153792 0.00141788 0.00130488 0.0013287 0.00130942 0.00136725 0.0014462 0.00113967 0.00106002 0.0010174 0.000996132 0.000977256 0.00085462 0.000805625 0.00105533 0.0012059 0.00118263 0.000899282 0.000828293 0.000775988 0.000694803 0.000671273 0.000780177 0.00078013 0.000752324 0.00066019 0.000649159 0.000689065
threshold=0.16946000000000003 -0.26584999999999998 -0.036024999999999995 -0.52017999999999986 -0.5225749999999999 -1.0000000180025095e-35 -0.25159999999999993 0.10937500000000001 0.086435000000000012 0.10647500000000001 -0.24436499999999997 -0.033209999999999996 0.091530000000000014 -0.059629999999999996 0.097265000000000018 -0.0024449999999999997 -0.11437499999999999 1.0000000180025095e-35 -0.08595499999999999 -0.0015749999999999998 -0.035729999999999991 -0.099939999999999987 -0.081639999999999976 -0.083699999999999983 0.091735000000000025 -0.10831999999999999 -0.35136499999999998 0.11596500000000001 -1.0000000180025095e-35 0.088305000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7 8 9 10 -8 13 15 14 22 19 17 18 20 -12 -17 -18 -9 -21 25 -25 -27 -15 -28 -30
right_child=-2 2 3 4 5 6 7 11 -10 -11 12 -13 -14 27 -16 16 21 -19 -20 23 -22 -23 -24 24 -26 26 28 -29 29 -31
leaf_value=-0.0012194327065219576 0.0012196215182449484 0.0012193997951906459 -0.001035962343974631 -0.0011422594815496422 -0.00090382375829793388 -0.00099759892342079137 0.0012192845948154369 -0.0001134549246404241 -0.0012191850495405963 -0.0012191558802933735 -0.00064933945989598975 0.001219239542980719 -0.00077095765785133901 0.0001987507065495311 -0.00041730845857954676 -0.00082122554849376915 3.9223150662390455e-05 -0.00074614009436922051 0.0010733767502620153 -0.0006589358867612247 0.00031385544218284691 -0.00097587018257835759 0.0010008715869279862 0.00096703529558636744 -0.00040106468219906354 -0.00015279855177435157 0.0011881923803570096 -0.00059768554172458623 -7.1763921727893687e-05 0.0006683019731259759
leaf_weight=0.0018661634978514021 0.0016503486348966581 0.00149013438891643 0.0020298906652480566 0.0014533719859457497 0.002198959654429177 0.0016855118333816135 0.0011209055733161213 0.001010699359049739 0.0014607861964424087 0.0010789347863635603 0.0016368950430831744 0.0019294119719681637 0.0022452296977455424 0.0058925361754127454 0.0010021959234336464 0.0013448840782075422 0.001732602667402717 0.0019873885145784698 0.0021810154312333907 0.0010433084811864992 0.003298894349143211 0.0031609888358712472 0.0046913148983023217 0.0032439716922034586 0.0018613987130580148 0.0038576386932191878 0.001623258826342064 0.0020972559804022239 0.0033717169619733789 0.0041970719159074577
leaf_count=18 23 89 224 47 265 172 16 32 112 164 152 75 135 80 16 13 16 19 17 65 71 243 143 58 204 32 57 31 351 181
internal_value=0 -3.84087e-05 -4.97865e-06 -3.32925e-05 -6.79599e-07 2.65396e-05 6.13588e-05 9.2634e-05 -2.83315e-05 1.62891e-05 5.1453e-05 0.000386959 1.58683e-05 0.000277675 0.00062088 6.70134e-05 -0.000162534 8.95469e-05 0.0003329 0.000218013 -1.48752e-05 -0.000616471 0.000803354 0.000291966 0.000346611 0.000432026 0.00029903 -1.03074e-05 0.000488649 0.00033862
internal_weight=0 0.0677943 0.0659282 0.064438 0.0624081 0.0609548 0.0587558 0.0570703 0.0404469 0.0389861 0.0379072 0.0166234 0.0367863 0.014694 0.00670421 0.034541 0.0137058 0.00881218 0.00682479 0.0208353 0.00464378 0.00489359 0.00570201 0.0191984 0.0181551 0.0162937 0.0130497 0.00798979 0.00919205 0.00756879
internal_count=3121 3098 3080 2991 2767 2720 2455 2283 1906 1794 1630 377 1614 302 191 1479 379 120 101 1100 84 259 175 948 883 679 621 111 589 532
is_linear=0
shrinkage=0.00121906


Tree=992
num_leaves=31
num_cat=0
split_feature=39 42 9 1348 14 151 4 150 160 40 3 52 50 484 403 130 43 52 15 16 2 2 474 15 4 47 15 2 48 133
split_gain=0.00169367 0.0016558 0.00154466 0.00123827 0.00187142 0.00115361 0.00108658 0.00103302 0.00109696 0.000846844 0.00144784 0.000799523 0.00076015 0.000676049 0.00112342 0.000745413 0.000854158 0.00122384 0.000745617 0.00108501 0.000858439 0.000953185 0.000637562 0.00063335 0.00127198 0.000518695 0.000461692 0.00102419 0.000459652 0.000414703
threshold=0.16946000000000003 -0.26584999999999998 -0.036024999999999995 0.095915000000000014 0.076175000000000007 -0.40381499999999992 0.27287000000000006 -0.22665999999999997 -0.091944999999999985 0.097265000000000018 0.30112000000000005 -0.52017999999999986 0.11875500000000001 0.073690000000000019 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 -0.085984999999999992 -0.095869999999999983 -0.096824999999999981 0.10613000000000002 0.089885000000000007 0.08708500000000001 -0.053579999999999996 -0.013514999999999998 0.10954500000000002 0.040760000000000005 0.096540000000000015 0.086125000000000021 -0.16927999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 28 10 11 -10 25 14 -13 -16 23 -18 19 -19 21 29 -15 -17 26 -8 27 -25 -9 -20
right_child=-2 2 3 -5 -6 6 12 8 9 -11 -12 13 -14 22 15 16 17 18 20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0014007360100509918 0.0014010528904422612 0.0014007464008144296 -0.0012035102626974776 0.0013876408865624147 -0.0012803694372826059 0.0011368185973491798 0.00092768146954141093 -0.001318523398034768 -0.001130285461042678 -0.0010525678437593553 0.0014004234330246093 -0.0011227556642221161 -0.00052210668342887918 0.00090613781765957091 -0.00083939320700927606 0.00091877008778598352 -0.0011781156119987503 0.00030401739443588284 0.00063144166934728946 -0.0014005769631540482 -0.00032941412771664367 0.00085817387485826184 -0.00040711040006761925 -0.00094189113773352471 -0.0011632285715806742 -0.00016563231260599567 0.00094785471401183884 0.00091900504566834787 -0.0002201754580496362 -0.00041967861500535701
leaf_weight=0.0017831292548322599 0.0015715031739631504 0.0014415032556449594 0.0016191615632692438 0.0011228471167754597 0.0025033331888479884 0.0013147062746270413 0.0046321794519119655 0.0020149206128019506 0.0013394615938075996 0.0016082654460660697 0.0013654880558249252 0.0019536300954965382 0.0011490596043586265 0.0026279943221378934 0.0020441802136303968 0.0030063251885685816 0.0019696740585510844 0.0013222793334204397 0.0010359315640435804 0.0016408859583467673 0.0047786631925941245 0.0043935706297113519 0.0010010330420442415 0.0010990591878754508 0.0011893159269087406 0.0010423716558563001 0.0020811225396961675 0.0012278714697480098 0.0011874571070018547 0.0025422358874660515
leaf_count=18 23 89 61 22 98 13 238 305 220 19 52 623 15 95 108 240 88 42 57 40 67 108 34 52 72 23 47 20 68 164
internal_value=0 -7.22289e-05 -3.01185e-05 -6.77482e-05 -9.81854e-05 -4.03698e-05 -2.37501e-06 -8.52125e-05 -0.000123992 -5.80413e-05 -1.43624e-05 -6.91623e-05 0.000516531 -2.72521e-05 -9.56922e-05 -2.4869e-05 3.84718e-05 -0.000137599 -7.17179e-06 -0.000639921 0.000139878 0.000421195 0.000543891 0.000400352 0.000121911 0.000726848 0.000468649 4.00639e-05 -0.000911251 -0.000115364
internal_weight=0 0.0580377 0.0562545 0.054813 0.0536902 0.0511868 0.0495677 0.0427441 0.0414294 0.038227 0.0366187 0.0352532 0.00682361 0.0339138 0.0302847 0.0283311 0.0262869 0.0176832 0.0157136 0.00296317 0.0127504 0.00797174 0.00362903 0.00860369 0.00559737 0.00567455 0.00440805 0.00232693 0.00320238 0.00357817
internal_count=3121 3098 3080 2991 2969 2871 2810 2534 2521 2148 2129 2077 276 1857 1728 1105 997 566 478 82 396 329 129 431 191 261 119 72 373 221
is_linear=0
shrinkage=0.00140032


Tree=993
num_leaves=18
num_cat=0
split_feature=147 11 48 43 49 157 403 48 51 0 13 16 133 12 16 4 42
split_gain=0.00017945 0.000209411 0.000190514 0.000331959 0.000253757 0.000288552 0.000314373 0.000209311 0.000226415 0.000271152 0.000190218 0.000520713 0.000456637 0.000329099 0.000398976 9.95399e-05 9.07414e-05
threshold=0.08955500000000001 0.081790000000000015 0.016865000000000002 -0.043144999999999996 -0.006494999999999999 -0.08107499999999998 -1.0000000180025095e-35 0.087380000000000013 0.095050000000000009 -0.18901999999999997 -0.0018299999999999998 0.15891500000000003 -1.0000000180025095e-35 0.051320000000000005 0.24134000000000003 0.053180000000000012 0.084050000000000014
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 -7 -5 9 -9 11 12 -8 14 15 -12 -14
right_child=-2 -3 3 7 5 6 10 8 -10 -11 13 -13 16 -15 -16 -17 -18
leaf_value=-0.0016070182956479458 0.0013505681497385095 -0.0013930959786353765 0.0020475776302595837 0.0016671393115613737 0.0019976664529756617 -0.0022204576818554821 -0.00083618304606704092 -0.0020949850322583689 0.00090344178948824978 0.00045215187558312058 -0.001636276242785187 -0.0013507643377114018 0.0030214068817069006 -0.0020482551730962718 0.0020024894081981473 -3.6729047318330257e-05 0.0014755505978660698
leaf_weight=0.0018786332072582299 0.0014286149417976892 0.0018064217224225123 0.0017450820134394807 0.0010111407455180013 0.0010006647232971852 0.0011164794461854819 0.0010033758591220824 0.0015659337157245545 0.0014790651835363544 0.0011313866477802303 0.0011606998608080232 0.0015586655202632915 0.0013616579896020805 0.0015746150881426058 0.0011916086705934248 0.0012920580999393749 0.0010623919832379869
leaf_count=229 118 172 275 64 167 662 278 43 73 116 52 145 113 189 44 53 328
internal_value=0 -9.75544e-05 1.31845e-05 0.0005519 -0.000249807 -4.28878e-05 -0.000223244 4.8754e-05 -0.000343072 -0.00102659 -4.73991e-06 0.000548995 0.00141294 -0.000533765 0.000120598 -0.000793671 0.0023439
internal_weight=0 0.0229399 0.0211335 0.00693261 0.0142009 0.0123222 0.0113216 0.00518753 0.00417639 0.00269732 0.0102051 0.00498609 0.00342743 0.00521898 0.00364437 0.00245276 0.00242405
internal_count=3121 3003 2831 571 2260 2031 1864 296 232 159 1202 864 719 338 149 105 441
is_linear=0
shrinkage=0.00396435


Tree=994
num_leaves=31
num_cat=0
split_feature=1348 14 31 39 52 133 151 159 160 401 1366 42 4 403 11 14 13 13 376 48 132 13 4 4 0 1 52 1 43 3
split_gain=0.00225544 0.00207062 0.00150334 0.00149263 0.00170756 0.00144776 0.00143134 0.00150976 0.00142775 0.00136337 0.00120091 0.00116177 0.00109961 0.00133926 0.00138944 0.00123897 0.00115392 0.00148882 0.00129678 0.00131417 0.00129971 0.00132745 0.00195037 0.00174004 0.0013871 0.00150502 0.00122896 0.000927067 0.00152217 0.00142349
threshold=0.095915000000000014 0.076175000000000007 -1.0000000180025095e-35 0.16946000000000003 -0.24164999999999998 -0.40071499999999999 -0.5225749999999999 -0.032739999999999991 0.11655500000000001 0.10076500000000001 -1.0000000180025095e-35 0.10077000000000001 0.40473500000000007 -0.092474999999999988 0.082245000000000013 -0.46885499999999997 -0.53104499999999988 -0.091054999999999983 0.088470000000000007 0.093265000000000015 0.082230000000000011 0.41383500000000001 -0.27825499999999997 -1.0000000180025095e-35 -0.23091999999999999 0.11146500000000002 -0.088204999999999992 0.08844500000000001 0.08845500000000002 -0.10831999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 8 -6 -7 -8 11 10 -9 -4 13 -12 16 -14 -15 27 19 20 21 22 -19 26 -25 -26 -24 28 29 -18
right_child=-2 -3 3 -5 5 6 7 9 -10 -11 12 -13 15 14 -16 -17 17 18 -20 -21 -22 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=0.0012439019727706086 0.0012360568499952681 -0.001072944886638467 -0.0011530611613480926 0.0012439543445935744 -0.0012021503567633571 -0.0011847378261795969 -0.00054201945690880769 -0.00082780202542818407 0.00072540491737759253 -0.0011776558341207461 -0.0012434762419348867 0.0001631405534370024 -0.00023069775142903329 -0.00065028591813643516 -0.00088545926881394193 0.00099390496452395321 0.0010781906196219106 -0.0011226561684312217 0.001226249175337434 0.00056017206190036358 0.00074081281735325331 0.0011231316815254555 -0.0006428062816348386 0.0005922784727969251 -0.0012099479380450935 8.0344151847512851e-05 0.00045726662398323331 0.0010923138921881677 0.0010342379119841448 -0.00064076118494648185
leaf_weight=0.0014207666586685255 0.0021217494189045274 0.0030195135411759102 0.0048474931413564617 0.0013599208834023093 0.0015373232414708218 0.0014939949305130531 0.006104589957057093 0.0019315382619691226 0.001006983405092754 0.0012483027533081162 0.0011108277245934764 0.0013190079250033904 0.0017660830299917052 0.002440410962663008 0.0019677528784995948 0.0046162650868950541 0.001021564293296251 0.0033485816627347549 0.0014984601734795424 0.0060865370559532997 0.0026416693492770085 0.001144361321280484 0.0019387579645542231 0.0013837146824471347 0.0042186325054931811 0.0020902469498764731 0.0082590629709766595 0.0041321282708679519 0.0028062295488666678 0.0027500574771863739
leaf_count=85 22 100 286 21 142 38 394 47 32 137 277 29 27 16 27 175 8 47 15 104 75 5 86 8 155 32 558 80 15 78
internal_value=0 -6.27465e-05 -2.33832e-05 -4.70523e-05 -7.05519e-05 -9.2863e-06 1.84989e-05 4.63666e-05 -0.000647356 0.00010787 0.000135948 -0.000871527 0.000169658 0.000106227 0.00013764 0.000655041 0.000181635 0.000228501 9.6395e-05 4.19766e-05 -8.40578e-05 -0.000181409 -0.000251697 -8.86784e-05 -0.00053517 -0.000782451 0.000248126 0.000630739 0.000340783 -0.000175174
internal_weight=0 0.0805108 0.0774913 0.0760705 0.0747106 0.0675371 0.0659998 0.0645058 0.00717348 0.0584012 0.0571529 0.0061665 0.0552213 0.048839 0.0477282 0.00638235 0.0457604 0.04332 0.03261 0.0311116 0.025025 0.0223834 0.021239 0.0178904 0.00769259 0.00630888 0.0101978 0.01071 0.00657785 0.00377162
internal_count=3121 3099 2999 2914 2893 2546 2404 2366 347 1972 1835 315 1788 1586 1309 202 1282 1266 1085 1070 966 891 886 839 195 187 644 181 101 86
is_linear=0
shrinkage=0.00124344


Tree=995
num_leaves=18
num_cat=0
split_feature=15 11 48 15 16 0 16 16 2 43 16 13 16 16 14 4 13
split_gain=0.000189022 0.000248091 0.000191153 0.000423029 0.000366069 0.000319959 0.000314829 0.000280811 0.000278395 0.000236658 0.000231907 0.00028626 0.000358131 0.000206173 0.000170322 0.0001399 0.000208938
threshold=-0.24436499999999997 0.081790000000000015 0.016865000000000002 -0.016799999999999995 0.41553500000000004 -0.20211999999999997 -0.062804999999999986 -0.094359999999999986 0.073895000000000002 -0.063379999999999978 0.16703000000000004 -0.099939999999999987 -0.088394999999999987 -0.056919999999999991 -0.45687499999999998 -0.031404999999999995 -0.0034749999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 2 3 8 10 7 -7 -4 13 -8 11 -5 -13 -2 -1 16 -14
right_child=1 -3 5 4 -6 6 9 -9 -10 -11 -12 12 15 -15 -16 -17 -18
leaf_value=7.6871683552919836e-05 0.00017488801735830809 -0.0015854349522063796 -0.0015858944839681015 0.0016113049280722068 0.0018943251950173546 0.0022700292425194704 0.0012496099940644855 0.00061020657560814759 -0.0026901287091401411 -0.0009808892761779364 -0.0012321554865621284 -0.0014144107035435295 0.00083150498834223905 -0.001561027993592068 0.0020014239613408867 0.0014783956689183178 -0.0011062982518783174
leaf_weight=0.0012042782060985857 0.0017197786300942042 0.0012733948841718848 0.0013184227226759049 0.001341724450144354 0.0012511482117361092 0.0016119725063192814 0.0013061930121431864 0.0014631360838137653 0.0010502969563250253 0.0010005956903609272 0.0017326985219439095 0.001836337764272499 0.0015830445875945056 0.0015488493724733461 0.001004614894609456 0.001100431031695443 0.0011399834856072877
leaf_count=65 88 146 33 86 27 189 192 36 477 104 72 254 621 115 188 199 229
internal_value=0 -0.000106279 -1.66061e-05 -0.000241936 0.000148391 0.000464443 0.00109983 -0.000430717 -0.00114437 0.000282106 -0.000101708 0.000178049 -0.000161722 -0.000647681 0.000952167 0.000439921 2.02524e-05
internal_weight=0 0.022278 0.0210046 0.0143043 0.00998537 0.00670032 0.00391876 0.00278156 0.00431892 0.00230679 0.00873422 0.00700152 0.0056598 0.00326863 0.00220889 0.00382346 0.00272303
internal_count=3121 2868 2722 2168 1488 554 485 69 680 296 1461 1389 1303 203 253 1049 850
is_linear=0
shrinkage=0.00345121


Tree=996
num_leaves=31
num_cat=0
split_feature=31 39 1348 14 42 156 133 151 16 1213 15 13 403 132 52 15 15 150 457 0 0 43 4 1 1374 51 0 159 52 4
split_gain=0.00174593 0.00143394 0.00144744 0.00145074 0.00128884 0.00122963 0.00105617 0.00110594 0.00117186 0.00119169 0.00113514 0.0011684 0.00122042 0.0013072 0.00107497 0.00120958 0.00119131 0.000957516 0.000987686 0.000998624 0.00159005 0.00116848 0.00148964 0.000939932 0.000767284 0.000668182 0.00117415 0.000686625 0.000938091 0.000654322
threshold=-1.0000000180025095e-35 0.16946000000000003 0.10621500000000002 0.076175000000000007 -0.26584999999999998 -1.0000000180025095e-35 -0.25159999999999993 -0.5225749999999999 -0.54165499999999989 -0.082704999999999987 -0.47006499999999996 -0.084034999999999985 -0.088999999999999982 0.081465000000000024 0.11434500000000002 -0.059484999999999989 -0.18895499999999996 -0.22665999999999997 0.082380000000000009 -0.062294999999999996 -0.053834999999999994 -0.52440999999999993 -0.35136499999999998 0.08844500000000001 -0.035729999999999991 0.078435000000000019 -0.10607499999999999 -1.0000000180025095e-35 0.077655000000000016 -0.083249999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -7 -8 -9 -10 -11 14 -13 17 16 -16 -12 -14 19 25 -21 -22 -23 29 -20 26 -19 -27 -29 -18
right_child=1 -3 -4 -5 5 6 7 8 9 10 11 12 13 -15 15 -17 23 18 24 20 21 22 -24 -25 -26 27 -28 28 -30 -31
leaf_value=0.0012195042056155295 -0.0012193130357469788 0.0012195357369711324 0.0012181559026790193 -0.0010686523382562186 -0.0012191208886174027 -0.00090483654607631861 -0.0011517175482973914 0.001057480031736628 -0.0012191355293559186 0.0012191751214842923 -0.00057544519621610982 -0.0012084528926999886 0.00077998992368072254 0.00071803881551046119 0.0004390377102560207 -0.0012193330406731553 0.00061524015429324005 -0.00032800858901284069 -0.00041642140964163663 0.0010580803434217961 0.00071058617635118184 -0.0010526804330053992 0.0001434567846065889 0.00092647641190240322 0.00053538909672204925 -0.00087021123623890178 -0.0012015376329410146 -0.00035359025278231335 0.0010615826051417802 -0.00010438818685846509
leaf_weight=0.0016484839202952619 0.0014081946495991806 0.0012951958134266297 0.0012597053569436403 0.0022241961675533153 0.0012851146080175005 0.0019123229604591776 0.0011799187237784272 0.0016358431196294909 0.0011470015962191651 0.0011798489140595328 0.0016383483419915015 0.0014613848648550301 0.0015796924121787006 0.0028581278805237522 0.0012257900588217296 0.0014002775347350385 0.0037290005000443216 0.0053177245115705197 0.0018050274316010473 0.0017102696578135124 0.0015371536137536168 0.0032137493356856339 0.0029839048028854828 0.0052166764020853407 0.0041581561036707617 0.0012537697533776537 0.0040120218011896452 0.0017506382841507859 0.0011556209931331551 0.0037821770450081633
leaf_count=86 17 21 18 99 159 175 46 54 280 64 44 309 18 119 49 38 33 80 17 28 8 122 88 113 93 48 549 47 19 280
internal_value=0 -5.05698e-05 -7.58696e-05 -0.000101435 -6.64762e-05 -3.94775e-05 -1.3715e-05 1.62173e-05 4.0935e-05 1.02067e-05 3.68269e-05 9.89111e-06 -0.000118063 -7.02624e-05 0.000271919 -0.000445242 0.000403013 -0.000144187 -0.000194707 -0.000309626 -5.6227e-06 -0.000240822 -0.000476792 0.000528961 0.000247281 -0.000522479 -0.000703648 -0.000116169 0.000209127 0.000252879
internal_weight=0 0.0663169 0.0650217 0.063762 0.0615378 0.0601296 0.0588444 0.0569321 0.0557522 0.0541164 0.0529694 0.0517895 0.0347972 0.0333359 0.0169923 0.00262607 0.0143662 0.0304777 0.028898 0.0229349 0.00944508 0.00773481 0.00619765 0.0127279 0.00596318 0.0134898 0.00932975 0.00416003 0.00290626 0.00751118
internal_count=3121 3035 3014 2996 2897 2880 2721 2546 2500 2446 2166 2102 1545 1236 557 87 470 1117 1099 989 246 218 210 426 110 743 629 114 66 313
is_linear=0
shrinkage=0.00121906


Tree=997
num_leaves=31
num_cat=0
split_feature=39 42 156 9 15 1348 14 376 0 47 0 1 3 158 1213 2 3 150 4 43 160 3 15 13 0 51 0 15 43 42
split_gain=0.00217313 0.00193126 0.00159149 0.00150192 0.0013089 0.00140632 0.00219018 0.00108275 0.000988028 0.00161509 0.00160193 0.00130667 0.00139976 0.00122292 0.00115974 0.00106762 0.00102569 0.000865209 0.00084852 0.0016073 0.00113701 0.00103198 0.0010468 0.00112938 0.00158074 0.000802189 0.000857135 0.000755526 0.000698939 0.000632477
threshold=0.16946000000000003 -0.26584999999999998 -1.0000000180025095e-35 -0.036024999999999995 -0.24436499999999997 0.093335000000000015 0.076175000000000007 0.088470000000000007 -0.10607499999999999 0.12209500000000001 -0.08824499999999999 1.0000000180025095e-35 -0.0049599999999999991 0.090905000000000014 -0.080769999999999995 0.09142500000000002 0.11296500000000002 -0.22665999999999997 -0.49405499999999997 -0.52440999999999993 -0.090969999999999981 -0.12018999999999998 0.091650000000000023 -0.084034999999999985 -0.077809999999999976 0.11144500000000002 -0.15202999999999997 -0.095869999999999983 -0.074359999999999996 0.083795000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 25 6 7 8 9 11 15 16 -13 14 -12 -10 -6 -14 19 -16 -20 29 23 -23 -25 26 -5 -19 -26 -22
right_child=-2 2 3 4 5 -7 -8 -9 10 -11 13 12 17 -15 18 -17 -18 27 20 -21 21 22 -24 24 28 -27 -28 -29 -30 -31
leaf_value=-0.0014573820592471982 0.0014576843365369228 -0.0014569989085904812 0.001457449914879193 0.00016937095252679731 -0.0014569887781091381 0.0014347096857764122 -0.0013841499596555413 0.00093666216895229931 -0.0014087748130895534 -0.0013308236178055004 -0.0014570417267355635 0.00099447574987907602 0.0013381100026522673 -0.001453265170793912 0.00063852494369243866 -4.4093654276416865e-06 0.00038032405136194652 -0.00052940840098519653 -0.0010890840126291813 -0.001426014785469722 0.001286659874733058 0.00078443990212671822 -0.00080445411258692786 -0.0014558814963831742 0.00060519083032484927 -0.00051330418641243466 0.001413776926568194 0.00025756449089253447 -0.00045008393507883613 6.9901204257468273e-05
leaf_weight=0.0020583600484940226 0.002041785292206554 0.0016097531272389878 0.0014855752203324349 0.0020406064650302369 0.0015912397513630971 0.0012606984016372271 0.0027737941897072451 0.0022306957874889113 0.0037997953693773489 0.0014907994261648119 0.0011692383787194052 0.0054728903854837059 0.0011190951790922546 0.0013736277981268854 0.0012889562058262527 0.0016469974531645448 0.0010844265625564731 0.0038694354755079959 0.001472408537336988 0.0021116762184050118 0.0027525447264480233 0.0047950275297257107 0.0024750601888818826 0.0015052590334016956 0.0036594946717318777 0.0010618287897727896 0.0027691054022689334 0.0078267322899989791 0.0020947308853412321 0.0013522060147010961
leaf_count=18 23 163 89 42 86 25 90 25 310 25 221 92 6 145 7 96 6 46 165 98 54 199 218 369 124 17 138 104 100 20
internal_value=0 -6.67223e-05 -2.53473e-05 8.75769e-06 -2.38069e-05 -8.78299e-05 -0.000120387 -5.79938e-05 -9.9119e-05 0.000134383 -0.000265586 0.000238579 0.000377704 -0.000115348 -4.08727e-05 -0.000984124 -0.00071234 0.000114305 2.95665e-05 -0.000643483 0.000143399 0.000240785 5.85528e-05 0.000235747 -0.000126674 0.000632794 0.000885815 -2.78923e-06 0.000221035 0.00088583
internal_weight=0 0.0712421 0.0691837 0.0675739 0.0660884 0.0602168 0.0589561 0.0561823 0.0539516 0.0224546 0.031497 0.0209638 0.0182882 0.0260502 0.0246766 0.00544679 0.00267567 0.0128153 0.0235074 0.00340063 0.0201067 0.0186343 0.0145296 0.0120545 0.00725948 0.00587154 0.00480971 0.0116962 0.00575423 0.00410475
internal_count=3121 3098 3080 2917 2828 2631 2606 2516 2491 365 2126 340 248 1720 1575 406 92 156 1354 105 1249 1084 1010 792 593 197 180 150 224 74
is_linear=0
shrinkage=0.00145689


Tree=998
num_leaves=21
num_cat=0
split_feature=1213 1447 15 15 2 13 13 151 132 52 4 4 4 52 4 3 49 43 0 47
split_gain=0.000188428 0.000189053 0.000225619 0.000235775 0.000172418 0.00016651 0.000262629 0.000354916 0.000290692 0.000251683 0.000229105 0.000239047 0.000196141 0.000309588 0.000233298 0.000214651 0.000186196 0.000126007 0.000124212 7.13468e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.24436499999999997 -0.11713499999999999 0.10136500000000002 -0.084034999999999985 -0.063184999999999977 -0.086944999999999981 0.080640000000000017 0.10160000000000001 -0.077679999999999985 0.15285000000000001 0.0061450000000000003 -0.0064899999999999992 0.098655000000000007 -0.010424999999999999 -0.043469999999999995 -0.15582499999999996 -0.13843999999999998 0.098400000000000015
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 9 -7 -8 12 10 -5 -12 13 18 16 17 -14 -15 -9 -16
right_child=1 2 3 5 -6 6 7 8 -10 -11 11 -13 14 15 19 -17 -18 -19 -20 -21
leaf_value=-0.0017183399364062173 -0.001579813147718837 0.0014410469995361575 -0.0024828806990732006 0.0024459890483744299 -0.0001531250918892725 -0.002018815853236218 0.0023882379038957301 -0.0029119963052515836 0.0018073360669438323 -0.0008604617631030073 -0.00064120440621157667 0.0018825471779904562 0.0023251528215956431 0.00020086023878005207 -0.0015710314940561589 0.0014137981219227989 0.00021031419984811117 -0.0017993826260533957 -0.0010027777717393626 -5.3042709540659156e-05
leaf_weight=0.0010159339118891433 0.0010975841166386271 0.0019848314966477388 0.0010038139757200205 0.0015881755370763528 0.0010763295689315555 0.0010535100984455604 0.0010047118922775758 0.0011888233145125326 0.0011539665451074663 0.0012003523359593871 0.0013815539155951307 0.0011040985319574759 0.0010620252373882977 0.0010155528137687506 0.001012157875040387 0.0010776390316422843 0.0018958636219121305 0.0010447000791486945 0.0010486874600023049 0.0010129200558708362
leaf_count=491 255 237 139 64 64 407 84 57 111 88 263 40 13 49 73 32 82 322 239 11
internal_value=0 5.9579e-05 0.000138121 1.45317e-05 -0.00127739 0.000157139 -7.98217e-05 8.33757e-05 -0.000117776 0.000766842 0.00124633 0.000479817 -0.000332241 -0.000867975 0.000245685 -4.85252e-05 0.000969644 -0.00081341 -0.00201717 -0.000811751
internal_weight=0 0.0240073 0.0229097 0.0209249 0.00208014 0.0188447 0.0135706 0.012517 0.0115123 0.00527418 0.00407383 0.00248565 0.0103584 0.0053754 0.00498297 0.00313789 0.00295789 0.00206025 0.00223751 0.00202508
internal_count=3121 2630 2375 2138 203 1935 1480 1073 989 455 367 303 878 699 179 403 95 371 296 84
is_linear=0
shrinkage=0.00404364


Tree=999
num_leaves=31
num_cat=0
split_feature=31 151 1348 14 156 39 42 4 11 1213 124 3 159 3 160 156 14 47 483 484 403 457 43 376 0 2 1374 130 15 160
split_gain=0.00172433 0.00150221 0.00164509 0.00178783 0.00149448 0.00131582 0.00181651 0.00118673 0.00145908 0.00132791 0.00108673 0.00158626 0.000982533 0.00103112 0.000939967 0.000966455 0.000841473 0.00107813 0.000836665 0.0011006 0.00147076 0.00151708 0.00106091 0.00122488 0.00152522 0.00160133 0.00130639 0.00123583 0.00134451 0.00085238
threshold=-1.0000000180025095e-35 -0.40381499999999992 0.090205000000000021 0.076175000000000007 -1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 0.27834500000000006 0.081790000000000015 -0.082704999999999987 -0.31141499999999994 0.30112000000000005 0.10395500000000001 -0.12018999999999998 -0.40698999999999991 0.091255000000000017 -0.46885499999999997 0.10954500000000002 0.083960000000000021 0.08660000000000001 -0.082384999999999986 -0.0029299999999999994 0.24789500000000006 0.088720000000000007 -0.043914999999999989 -1.0000000180025095e-35 -0.094929999999999987 -1.0000000180025095e-35 0.091650000000000023 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -6 8 9 -8 -11 12 13 -12 -15 18 -9 -18 19 20 -16 -22 23 24 25 -23 -27 -28 29 -29
right_child=1 2 -4 -5 5 -7 7 16 -10 10 11 -13 -14 14 15 -17 17 -19 -20 -21 21 22 -24 -25 -26 26 27 28 -30 -31
leaf_value=0.0012195341671216086 -0.0010779573415163489 -0.0012191525416156976 0.0011757502706415401 -0.0010517586533263117 -0.0012193932076462958 0.0012195322499757746 -0.0012191399652860839 -0.00021482548087378136 -0.0012191805725316569 -0.0012196018681896064 0.00047392427945288284 0.0012191612076658392 -0.00086909456330664498 -0.0010577600852699348 -0.0012191080005539198 -0.0010655912125188153 0.00091776781229820331 -0.00031892809091201631 -0.00097759031094023447 0.00096784395012296058 -0.00085232961966836824 -0.0011213720013859376 -0.00076018626350117242 0.0012196932819933924 -0.00055486603699440265 -0.00049985775947003204 -0.00046378176028487463 -0.00024658494875136479 -0.00014952929169368258 0.00082024882899330899
leaf_weight=0.0016426010327936771 0.0020280967619612502 0.0014731884483776261 0.0016863862733202941 0.0025155236956635454 0.0017726659416439352 0.0013366696414038861 0.0012974508377299179 0.0021242648111012841 0.0015039745172487065 0.0010140373960894058 0.0071700954408697578 0.0016812501274614524 0.0018001156164242351 0.0012765382792743188 0.0013597457924414682 0.0012113804763198557 0.0052021895721239275 0.0013117669550943845 0.0011603808759854664 0.0019370429256753132 0.0024241095263377579 0.0011701387001039577 0.0017875200133605764 0.0016737977837237841 0.0039442261140436924 0.0024200309435968839 0.001964049312747739 0.0012222090699953734 0.0032302291570829303 0.012454810131753629
leaf_count=86 64 159 33 97 17 21 287 33 80 8 74 58 153 157 384 118 203 23 186 41 92 38 119 12 49 21 95 54 123 236
internal_value=0 -4.34319e-05 -1.39333e-05 -4.28256e-05 -4.90197e-06 2.24288e-05 -2.52877e-06 3.20726e-05 -3.53843e-05 -1.27651e-06 2.9766e-05 5.51612e-05 1.45655e-05 4.88429e-05 -2.88372e-05 5.76422e-06 0.000451447 0.000668725 4.10807e-05 7.42955e-05 2.28602e-05 7.51582e-05 0.000150436 0.000208406 0.000144303 0.000267076 0.000343383 0.00045152 0.000557847 0.000724914
internal_weight=0 0.0731539 0.0711258 0.0694394 0.0669239 0.0654507 0.064114 0.0623414 0.0537031 0.0521992 0.0509017 0.0498877 0.0482064 0.0464063 0.0392362 0.0379597 0.00863822 0.00651396 0.0367483 0.0355879 0.0336509 0.0322911 0.029867 0.0280795 0.0264057 0.0224615 0.0212913 0.0188713 0.0169072 0.013677
internal_count=3121 3035 2971 2938 2841 2682 2661 2644 2385 2305 2018 2010 1952 1799 1725 1568 259 226 1450 1264 1223 839 747 628 616 567 529 508 413 290
is_linear=0
shrinkage=0.00121906


Tree=1000
num_leaves=31
num_cat=0
split_feature=31 39 42 376 151 150 1456 4 160 42 156 15 16 14 1 15 52 42 52 15 43 403 0 16 15 3 160 2 47 48
split_gain=0.00178588 0.00163624 0.00158463 0.00127867 0.00105842 0.0013285 0.00139301 0.00118765 0.00129166 0.00124119 0.00114552 0.00130285 0.00100404 0.00100196 0.000956338 0.000874128 0.00105573 0.00100805 0.00117373 0.00110211 0.000913646 0.000836085 0.000759382 0.000746854 0.00100287 0.000737289 0.000542621 0.000482676 0.000401061 0.000349619
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 0.088470000000000007 -0.40381499999999992 -0.22665999999999997 -1.0000000180025095e-35 0.27834500000000006 -0.091944999999999985 -1.0000000180025095e-35 0.091255000000000017 -0.095869999999999983 -0.096824999999999981 -0.46885499999999997 1.0000000180025095e-35 1.0000000180025095e-35 -0.24164999999999998 0.085730000000000015 0.11008000000000001 -0.053579999999999996 -0.072534999999999988 0.03138500000000001 -0.10324499999999999 -0.088159999999999988 0.090455000000000021 0.099930000000000005 0.09389500000000002 0.098035000000000011 0.10678000000000001 0.086125000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 -7 8 29 14 11 12 -11 -9 -10 17 -17 26 19 -19 -18 22 -16 24 -22 -25 -13 -28 -15 -8
right_child=1 -3 3 -5 5 6 7 13 9 10 -12 15 -14 28 21 16 20 18 -20 -21 23 -23 -24 25 -26 -27 27 -29 -30 -31
leaf_value=0.0012688191766938816 -0.0012686569211311535 0.0012688731845042691 -0.0010893433994510326 0.00089387576670294411 0.00095504772038526239 -0.0011228857232131063 -0.0012284658759846051 -0.0004123366479313902 -0.0012684207709009439 -7.5531067238504148e-06 -0.00081194644308328124 0.00074586595768752993 -0.0010602979395300791 0.00087113796850173553 0.00017299762224076457 -0.0012685639172024916 0.00072381356024735092 0.00041799217216438269 0.0010895604371182908 -0.00098947394129525273 -0.00071508715684299236 0.00058736500789918072 -0.0012207735210219125 -0.0012685028497382272 0.00055997710138642283 0.00010953913596204675 -0.00038950785601163683 0.00059220081648672694 -1.2461124627647086e-05 -0.00033813686209882918
leaf_weight=0.0016645270245785318 0.0017922726358534638 0.0014513922762233724 0.0016702851712615532 0.0021856166253204625 0.001982007829212761 0.0020685442845085325 0.0020589914275528356 0.0017335914727993895 0.0022251559857884287 0.0033759460821656262 0.0025164045627192868 0.0084646347775607644 0.0025642537548993252 0.0042459372737582149 0.0010682959100449807 0.0010975925277776364 0.0023876933732935876 0.0014656166691233707 0.0010247937408038865 0.0022984858897139296 0.0014933389522475702 0.0013359066670659558 0.0015285862625056268 0.0015758451902074793 0.0029573015403201453 0.0010345751070417464 0.0015067727997646338 0.0017313787431589844 0.0010260033985360906 0.0010824998176879319
leaf_count=86 18 21 63 49 21 285 239 34 528 55 173 247 81 196 26 31 54 125 10 78 108 29 124 268 36 6 37 15 20 58
internal_value=0 -6.21676e-05 -9.35809e-05 -5.83071e-05 -9.44874e-05 -6.47347e-05 -0.000102256 -6.14989e-05 -0.000137447 -7.82994e-05 1.28933e-05 7.58327e-05 -0.000462 0.00042412 -0.000603938 0.000193993 -9.1179e-05 0.00037636 -0.000113826 -0.000441453 4.55892e-05 -0.000227976 -0.000647409 -0.000183752 0.00013215 -0.00072235 0.000576949 0.000135393 0.000699176 -0.000921675
internal_weight=0 0.0629497 0.0614983 0.0597061 0.0575204 0.0558502 0.0538681 0.0517996 0.0447941 0.0416526 0.0354946 0.0329782 0.0059402 0.00700553 0.00615794 0.027038 0.0105463 0.0164917 0.0047889 0.0037641 0.00944875 0.00393279 0.00259688 0.00706106 0.00445064 0.00261042 0.0117028 0.00323815 0.00527194 0.00314149
internal_count=3121 3035 3014 2996 2947 2884 2863 2578 2328 2031 1324 1151 136 250 707 1015 503 512 213 203 472 179 150 418 144 274 299 52 216 297
is_linear=0
shrinkage=0.00126831


Tree=1001
num_leaves=20
num_cat=0
split_feature=1348 51 1 47 50 4 11 43 42 52 156 42 2 2 4 16 13 1 52
split_gain=0.000192163 0.000366604 0.000346788 0.000396691 0.000330971 0.000317778 0.000462486 0.00018927 0.000246383 0.00024807 0.000190951 0.000171746 0.000140348 0.000353061 0.000268017 0.000162829 0.000240525 0.000139164 0.000138776
threshold=0.084620000000000015 -0.40274499999999996 0.14000500000000002 0.11939500000000002 0.10124500000000002 0.40473500000000007 0.079915000000000014 -0.17390999999999998 -1.0000000180025095e-35 0.11434500000000002 0.084085000000000007 -1.0000000180025095e-35 0.089885000000000007 0.083215000000000011 0.16173500000000005 0.066275000000000014 -0.0097949999999999982 0.095025000000000012 -0.07167999999999998
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 7 11 -9 10 12 -3 13 17 15 16 -14 -10 -18
right_child=-2 2 -4 -5 -6 -7 -8 8 9 -11 -12 -13 14 -15 -16 -17 18 -19 -20
leaf_value=-0.002585607772251921 0.0018889048046582485 4.9056413308609416e-05 0.0020771030018047606 -0.0027497678672694773 -0.002338417543911198 0.0018638482923456947 -0.0029782942138762204 -0.001951230186646396 -0.00021471144994325686 -0.0017073451592822422 -0.0011131078974399723 0.0023938578433995179 0.0034455904486006468 -0.0022813840333096207 -0.0010525700757723993 0.00033444471803393487 -0.00012360935535507859 0.0019095414847062574 0.0021520769205065045
leaf_weight=0.001122601139128542 0.0010150713166980898 0.0011895578765894754 0.0015354397715934267 0.0010848124806841488 0.0011225384628417148 0.0019515420129980745 0.001003363502950271 0.0012480211093044988 0.0013173207093841767 0.0013218795513914037 0.0015735753797538896 0.001306367251203251 0.0013126793219185862 0.0010823901880774311 0.0011090430164344411 0.0019768066198988521 0.0010652572295022367 0.0011524647544653988 0.0010712265317120995
leaf_count=113 69 89 117 69 333 173 125 600 171 223 230 46 199 314 40 77 24 85 24
internal_value=0 -9.33451e-05 2.60958e-05 -0.000117776 1.9467e-05 0.000153949 -3.42597e-05 0.000142342 -5.65486e-05 0.000125587 0.000333371 0.00127633 0.000559018 -0.00015526 0.000947271 0.00135603 0.00194153 0.000776519 0.00101741
internal_weight=0 0.0245469 0.0234243 0.0218888 0.020804 0.0196815 0.01773 0.0167266 0.0142307 0.0129826 0.0116608 0.00249593 0.0100872 0.00355218 0.00653501 0.00542597 0.00344916 0.00246979 0.00213648
internal_count=3121 3052 2939 2822 2753 2420 2247 2122 1987 1387 1164 135 934 570 364 324 247 256 48
is_linear=0
shrinkage=0.0044645


Tree=1002
num_leaves=31
num_cat=0
split_feature=31 39 42 160 52 151 4 150 158 41 160 13 13 13 1348 0 4 52 0 4 52 457 3 1 15 1374 16 16 1 3
split_gain=0.00121716 0.00113219 0.00114638 0.000997009 0.000932706 0.000924999 0.00111451 0.00109996 0.000898579 0.000753189 0.000725371 0.000646844 0.00084215 0.000915262 0.00081947 0.000701925 0.00105965 0.00073869 0.000722663 0.000912414 0.000718783 0.000706661 0.000647416 0.000625057 0.00129904 0.000583531 0.000653876 0.00048186 0.000705058 0.000480168
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 -0.40698999999999991 -0.52017999999999986 -0.40381499999999992 0.27287000000000006 -0.22665999999999997 0.094245000000000009 0.078475000000000017 -0.091944999999999985 -0.084034999999999985 -0.53104499999999988 -0.47860499999999995 0.084620000000000015 -0.061629999999999997 -0.27825499999999997 0.10347000000000002 -0.10607499999999999 -0.012164999999999999 -0.092399999999999982 -0.0029299999999999994 -0.08824499999999999 0.10089500000000001 0.091475000000000015 -0.094929999999999987 -0.27167499999999994 -0.54165499999999989 0.111945 -0.088784999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 7 -7 9 10 -9 12 -12 -14 15 18 17 -17 20 22 -13 -22 -20 24 -15 -23 -27 -8 -29 -18
right_child=1 -3 3 4 5 6 27 8 -10 -11 11 14 13 23 -16 16 29 -19 19 -21 21 25 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.0012686434892421247 -0.0012685809766673729 0.0012686899171451473 -0.00092420550102185453 -0.0010655806084001514 -0.001067240906369833 0.0010961478104699342 0.0012685153628767738 -0.00098327002883455829 -0.0011191046376112599 -0.0010504336840620088 -0.00059829349946907869 -0.00098216881263750119 0.0012686610426627584 0.00030008788512633024 0.00094856671739885459 -0.0007766027884862066 0.0010862020447577605 0.00047495906943928733 -0.00099208452508637354 -0.0012655345253368574 -0.00083620068263629249 -0.00049468450006489423 0.00026092498783056349 0.00073464347484560706 -0.0012684798648488864 -0.00041467856862134438 0.00068786122540922417 -0.00016837089758902173 0.00077714266027672238 9.2830688449946469e-05
leaf_weight=0.0011370988019638864 0.0012826582172706926 0.0010140038306190027 0.0020289711014109804 0.0013233736912752194 0.0012366439359929862 0.0013278338334146147 0.00117818542545578 0.0011811478616756679 0.0012890322903613685 0.0011499515468358359 0.0015260355578448079 0.0012561095938323774 0.0016724228790963034 0.0041866990707788432 0.001137734615966223 0.0020982091455579166 0.0019875363859682693 0.0011881690879818052 0.0010543577802461963 0.0024019896387384001 0.0012019314371798373 0.0014050960580789251 0.0017885537529798157 0.0026798424219975914 0.0010654502167639635 0.0011252994393373683 0.0037448034615579114 0.0022289704242268718 0.0029446155696035703 0.0012912956185893261
leaf_count=86 18 21 239 224 62 14 51 126 167 75 15 27 18 345 27 60 21 8 259 246 23 13 438 65 55 34 70 47 194 73
internal_value=0 -5.8105e-05 -8.50217e-05 -5.38494e-05 -1.60118e-05 1.46174e-05 4.49469e-05 -3.77381e-05 -7.90651e-05 -4.09165e-05 -6.76512e-06 2.83871e-05 0.000276927 0.00041599 -9.92064e-05 -0.000157234 0.000184852 -0.000324109 -0.000317904 -0.000690029 -9.44185e-05 5.47178e-05 -0.000203782 0.000236209 -1.81115e-05 0.000225362 0.000433105 0.000536486 0.000369781 0.000694985
internal_weight=0 0.0509969 0.0499829 0.0487003 0.0466713 0.0453479 0.0441113 0.0377595 0.0364317 0.0351426 0.0339927 0.0328115 0.0111305 0.00960441 0.0216811 0.0205434 0.00656521 0.00328638 0.0139781 0.0052449 0.00873324 0.00747713 0.00284291 0.00793199 0.00525215 0.0062752 0.0048701 0.00635177 0.00517359 0.00327883
internal_count=3121 3035 3014 2996 2757 2533 2471 2179 2165 1998 1923 1797 498 483 1299 1272 162 68 1110 943 167 140 697 465 400 117 104 292 241 94
is_linear=0
shrinkage=0.00126831


Tree=1003
num_leaves=20
num_cat=0
split_feature=14 52 52 2 376 157 14 15 15 49 52 13 4 4 1 0 13 1 49
split_gain=0.000190442 0.000219483 0.000283052 0.000296582 0.000239928 0.000247375 0.000313592 0.000373254 0.000334481 0.000344021 0.000303005 0.000474092 0.000233758 0.000346546 0.000367733 0.000220174 0.00015657 0.000146437 0.000134741
threshold=0.076175000000000007 -0.24164999999999998 -0.081429999999999989 0.097070000000000004 0.048375000000000008 -0.06266999999999999 -0.10708499999999999 -0.15026499999999995 -0.095869999999999983 0.082865000000000008 0.11434500000000002 -0.099939999999999987 -0.27825499999999997 -0.083854999999999985 0.08844500000000001 -0.10836499999999999 -0.0075049999999999987 1.0000000180025095e-35 -0.043469999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 3 17 5 -4 -7 -8 15 10 11 -10 -13 -14 -15 -9 -1 -3 -16
right_child=-2 2 4 -5 -6 6 7 8 9 -11 -12 12 13 14 18 -17 -18 -19 -20
leaf_value=7.450019957347009e-05 -0.0016938923869382571 -0.0007102360846800845 0.0016255292794870742 0.0028590219245436025 0.0014772408141436231 -0.0022706370520742532 0.0019292653791429708 -0.0023433953241190435 0.0021574899798713684 0.0022559441504055311 -0.0020989448860568804 -0.002087839867003987 0.0016543951241239675 -0.0027356707562118301 0.00090167024647465159 -4.2047873962068804e-05 -0.0019711284594150758 0.0012314411583033318 -0.00097534525648320909
leaf_weight=0.0010853187807990938 0.0010566757238530391 0.0010832801873593657 0.0011694111966862311 0.0011952581263141582 0.0015910418205948842 0.0012200873422472122 0.0013015854307308868 0.0019257052746866066 0.0014328657485762611 0.0010065669163051858 0.0012323847017394751 0.0011290039157003653 0.0014027408036969549 0.0010451679999593641 0.0014826669767806777 0.00105058357290255 0.0014021913556805923 0.0015350676477794423 0.001081436931856139
leaf_count=185 101 144 238 110 88 51 173 90 79 137 258 30 287 475 84 108 172 122 189
internal_value=0 5.95812e-05 0.000188952 0.00119001 -2.23035e-05 -0.000167073 -0.000303989 -0.000133701 -0.000343655 1.64906e-05 -0.000239482 6.3081e-05 -0.000425601 -5.11662e-05 -0.000714031 -0.00153106 -0.00107861 0.000428118 0.00011002
internal_weight=0 0.0243724 0.0218849 0.00381361 0.0180712 0.0164802 0.0153108 0.0140907 0.0127891 0.00981283 0.00880627 0.00757388 0.00614102 0.00501201 0.00360927 0.00297629 0.00248751 0.00261835 0.0025641
internal_count=3121 3020 2663 376 2287 2199 1961 1910 1737 1539 1402 1144 1065 1035 748 198 357 266 273
is_linear=0
shrinkage=0.00404364


Tree=1004
num_leaves=31
num_cat=0
split_feature=31 39 42 1348 14 151 156 16 1213 123 2 13 13 403 131 52 47 150 16 4 50 50 133 3 128 4 12 52 1 484
split_gain=0.00156275 0.00142196 0.00136036 0.00113064 0.00158485 0.00106894 0.00104746 0.00100566 0.00116929 0.000877002 0.00146681 0.00105438 0.00170483 0.00113003 0.00107724 0.00128947 0.000859002 0.000982985 0.000936187 0.00104514 0.00085053 0.00127715 0.000744925 0.00112444 0.000759905 0.000748926 0.000980329 0.000705739 0.00101541 0.0010987
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 0.095915000000000014 0.078320000000000015 -0.5225749999999999 -1.0000000180025095e-35 -0.53943499999999989 -0.082704999999999987 1.0000000180025095e-35 0.094835000000000017 -0.53104499999999988 -0.23438999999999996 -0.092474999999999988 0.10033500000000002 -0.24164999999999998 0.09055500000000001 -0.22665999999999997 -0.065999999999999989 0.25615500000000008 0.10647500000000001 0.10030500000000002 0.093255000000000018 -0.20241999999999996 0.085185000000000025 -0.27825499999999997 0.09141500000000001 0.098380000000000009 0.11230000000000001 0.088860000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -7 -8 -9 11 -11 -10 -13 -14 15 -15 17 -17 19 -18 21 22 23 -19 25 26 -25 28 29 -27
right_child=1 -3 3 -5 -6 6 7 8 9 10 -12 12 13 14 -16 16 18 20 -20 -21 -22 -23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=0.0014575311495466537 -0.001457233273220149 0.0014575149637595514 -0.0013653907335433231 0.0014406089314671598 -0.0013415097344428287 -0.0014569448278499463 0.0010896193059605659 -0.0014569785230611361 -0.0012194632108572493 -0.00085633860662808284 0.0011063941424850896 0.00081089164285340733 -0.0014354349838664557 -0.0011761852061023697 0.00094549980405226892 0.0012707753411610411 0.00061569210593947479 0.0011520624703689059 -0.0013124653323617448 -0.00085107625957438259 -0.0011099524505223466 0.0013964080695498741 -0.0010501927397209502 -0.0014571048932280966 -0.001276760440017259 0.00021609796478701303 0.00028820726325676362 -0.0009435972736551115 0.0014570959299654088 -0.001263262800472405
leaf_weight=0.0014698425213524038 0.0015154149763105798 0.0012798860232976486 0.0012637142107791979 0.0010477583224286482 0.0020599253455237934 0.0010422211491301061 0.0017957816638798285 0.0011736286465580106 0.0015675795052629829 0.0010643723642278493 0.0033576203191501008 0.0048625051067752159 0.0013057734755239627 0.0022843811936690264 0.002147206185684424 0.0013590762312105644 0.0020355450514220053 0.0017947788804946003 0.0021530736897288341 0.002089609239078527 0.0013876368167817779 0.0014352223420752699 0.0013985023901801332 0.0015531440555846916 0.0010187053389985037 0.013566460674471467 0.0012194030753960305 0.0012159008898109383 0.0012710875164358973 0.0011564042827885155
leaf_count=86 18 21 45 22 86 159 62 290 9 44 138 108 327 217 76 16 49 34 97 21 158 22 122 43 68 563 14 137 37 32
internal_value=0 -6.22843e-05 -9.4098e-05 -5.9454e-05 -8.62844e-05 -4.0536e-05 -1.02361e-05 1.7576e-05 -1.91513e-05 1.37789e-05 0.000633965 -4.47931e-05 -4.10335e-06 -0.000102215 -5.76753e-05 -0.000115988 -4.61017e-05 6.17891e-05 -0.000533747 -0.000127304 9.72252e-07 6.11199e-05 -1.809e-05 4.52283e-05 -4.9363e-05 1.32099e-05 -0.000689493 0.000126417 0.000207762 9.99019e-05
internal_weight=0 0.0624223 0.0611424 0.059627 0.0585793 0.0565193 0.0552556 0.0542134 0.0524176 0.051244 0.00442199 0.046822 0.0452544 0.0403919 0.0390861 0.0369389 0.0346546 0.0283763 0.00627823 0.00412515 0.0270172 0.0256296 0.0241944 0.0227959 0.0210011 0.0199824 0.00277255 0.0172099 0.015994 0.0147229
internal_count=3121 3035 3014 2996 2974 2888 2843 2684 2622 2332 182 2150 2141 2033 1706 1630 1413 1246 167 70 1230 1072 1050 928 894 826 57 769 632 595
is_linear=0
shrinkage=0.00145689


Tree=1005
num_leaves=31
num_cat=0
split_feature=39 42 1456 151 52 133 1 128 157 13 454 0 49 1 52 159 484 130 43 133 4 4 43 15 0 15 160 47 12 47
split_gain=0.00129347 0.00123454 0.00123463 0.00118858 0.00118851 0.00135996 0.00138906 0.00130773 0.00117588 0.00100746 0.00093137 0.000961492 0.000777087 0.00104986 0.00102981 0.000675584 0.000808259 0.000845876 0.00115909 0.00127364 0.000898893 0.00120352 0.00100742 0.000887043 0.0013591 0.000688108 0.000512389 0.00047082 0.00040931 0.000391356
threshold=0.16946000000000003 -0.26584999999999998 -1.0000000180025095e-35 -0.40381499999999992 -0.52017999999999986 -0.25159999999999993 0.10937500000000001 0.086435000000000012 -0.084489999999999996 -0.00096999999999999983 -1.0000000180025095e-35 -0.23091999999999999 0.13984500000000002 0.11955000000000002 -0.07167999999999998 0.091530000000000014 0.085515000000000022 -0.0015749999999999998 -0.15582499999999996 0.10622000000000002 -0.0016099999999999997 0.0067750000000000006 0.093175000000000022 1.0000000180025095e-35 -0.11437499999999999 -0.094549999999999981 -0.082299999999999984 0.092710000000000015 0.10016000000000001 0.12033500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 -7 26 -10 -12 13 14 -11 16 17 -13 28 20 22 -22 25 24 -23 -20 -8 -26 -19 -15
right_child=-2 2 3 4 5 6 9 -9 10 12 11 15 -14 29 -16 -17 -18 18 19 -21 21 23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=-0.0014286151592553015 0.0014287774543656456 -0.0010587464138372361 -0.0012278536730223532 -0.0011645660644123391 -0.0012292838699063768 -0.001320397474261825 -7.3598600321533658e-06 -0.0014284552782697305 -0.0012641493462432819 -0.00058795604693154735 0.0010001747803145672 -0.0009768315298228239 0.00099134737578058987 -0.00031762598888831291 0.0010161716287635908 -0.00075606390372190153 0.00087686236012471223 0.0011127161744922541 0.0010050885893965618 -0.0013027832099545607 -0.0014270755753994391 0.0011734935438388952 0.0013836978276839716 -0.00068451339908421542 0.0001122565066017606 -1.5716663811592842e-05 0.0011081131168590903 -0.001078549070071538 4.8459366365370561e-05 -0.0014286377297091889
leaf_weight=0.0013304510685543383 0.0012013353385640349 0.0023198785581501893 0.001553659567019138 0.0016251235986071135 0.0015822990745877332 0.001284644089848185 0.001002235533249519 0.0013139514425968271 0.0010349096598583065 0.001273454901365767 0.0023141394060317488 0.0016043240675207562 0.0017966786369925103 0.0017259530041631166 0.0022751358156831714 0.002004392263155629 0.0025064713532394469 0.0027397732759126816 0.0016251153240824908 0.0015013288611127598 0.0015226017072458515 0.0021642589688326561 0.0016007707390954815 0.0028110299260788452 0.0018721681996840536 0.0078770236683998081 0.0051933883601336106 0.0010613974281064031 0.0010086718595054833 0.0010345357638925634
leaf_count=18 23 287 65 202 171 111 52 112 51 9 40 175 20 43 42 133 71 63 51 250 80 40 11 28 76 578 255 16 32 16
internal_value=0 -6.79332e-05 -3.73686e-05 4.2672e-06 3.88489e-05 7.52471e-05 0.000114829 -2.84688e-05 2.18833e-05 0.000494052 7.08034e-05 0.000111184 0.000162618 -7.33849e-05 0.000440511 4.66919e-05 0.000100515 2.94671e-05 9.20804e-05 -3.2822e-05 6.00286e-05 -0.000264213 0.000335459 -4.03408e-05 0.000314867 0.000158868 0.000927669 -0.000318591 0.000826335 -0.000733995
internal_weight=0 0.0605598 0.0592293 0.0569094 0.0553558 0.0537307 0.0521484 0.037847 0.036533 0.0143014 0.0352484 0.0342135 0.00810576 0.00630908 0.00354859 0.0318993 0.0298949 0.0273885 0.0257841 0.0220357 0.0205344 0.00943146 0.0111029 0.00790885 0.00509782 0.00950214 0.00619562 0.00293357 0.00374845 0.00276049
internal_count=3121 3098 3080 2793 2728 2526 2355 1918 1806 437 1695 1644 130 110 51 1604 1471 1400 1225 1130 880 240 640 160 132 629 307 92 95 59
is_linear=0
shrinkage=0.00142833


Tree=1006
num_leaves=22
num_cat=0
split_feature=13 13 40 42 39 133 48 484 4 3 1 47 15 1 0 160 12 42 42 15 4
split_gain=0.000199247 0.000425634 0.000262762 0.000565955 0.000287869 0.00040915 0.000342286 0.000286992 0.000252465 0.000419066 0.00029915 0.000241793 0.000280092 0.000353998 0.000282959 0.000465696 0.00023271 0.00017982 0.00017018 0.000144481 0.000122973
threshold=-0.53104499999999988 -0.23438999999999996 0.05433000000000001 -0.11466499999999999 0.090190000000000006 0.093615000000000018 0.12649500000000002 -0.0068949999999999992 -0.033174999999999989 -0.078724999999999976 0.111945 0.092710000000000015 1.0000000180025095e-35 0.094090000000000021 -0.13455999999999999 0.083670000000000008 0.084100000000000022 0.084635000000000016 0.090310000000000015 -0.095869999999999983 -0.017809999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 20 3 -3 5 6 7 -5 9 16 11 12 13 14 15 -10 -9 -18 -12 -15 -2
right_child=1 2 -4 4 -6 -7 -8 8 10 -11 18 -13 -14 19 -16 -17 17 -19 -20 -21 -22
leaf_value=-0.0019287389933208383 0.0029143333534463246 -0.0031369911404649001 0.002053805603365929 -0.0020654082581490238 0.002213290224599256 -0.0025320287541521509 -0.0020781098918343614 0.0019715130998648519 0.0030551349640608335 -0.0024239298813000989 0.003212643156923386 -0.0013198599419528051 -0.0014295628745727225 0.0013161044674250579 -0.0016469115952601841 -0.00093863348752465966 -0.0016027994905432512 0.0006521564520874947 0.00084140973824527242 0.003579979775979306 0.00084176956986494193
leaf_weight=0.0010026178107835895 0.0011224315292963638 0.0012031511254381169 0.0010196963361410729 0.0010244674894139818 0.0010245979202698754 0.0013071014127080663 0.0013954674590621599 0.0011427108573756001 0.0011240078739547252 0.0014816984005587841 0.0012435714395557804 0.0014108407209798557 0.0010183638304823717 0.0010784810059405459 0.0010959583840909398 0.0011134338195120108 0.0012505556852875355 0.0014784761657966605 0.001086377226583668 0.0010818057693251504 0.0010725224461429752
leaf_count=36 35 165 49 374 144 465 52 74 28 245 80 80 37 39 374 34 375 207 47 83 98
internal_value=0 6.15446e-05 -0.000117319 -0.000219999 -4.76045e-05 -0.000167424 4.03621e-06 0.000178747 0.000326063 -0.00044436 0.000728334 0.000322894 0.000678798 0.00106962 0.000175179 0.00106769 0.000313212 -0.000381158 0.00210702 0.00244978 0.00190161
internal_weight=0 0.0247757 0.0225808 0.0215611 0.0203579 0.0193333 0.0180262 0.0166307 0.0156063 0.00535344 0.0102528 0.00792289 0.00651205 0.00549369 0.0033334 0.00223744 0.00387174 0.00272903 0.00232995 0.00216029 0.00219495
internal_count=3121 3085 2952 2903 2738 2594 2129 2077 1703 901 802 675 595 558 436 62 656 582 127 122 133
is_linear=0
shrinkage=0.00437696


Tree=1007
num_leaves=31
num_cat=0
split_feature=457 156 15 457 447 14 1213 375 11 1456 158 122 376 13 4 3 40 160 13 403 160 133 49 50 2 48 0 2 2 0
split_gain=0.000900427 0.000803022 0.000796275 0.000737862 0.000900184 0.000961118 0.000746085 0.000758508 0.000685812 0.000718169 0.000728142 0.000650572 0.00132918 0.000973296 0.00106703 0.000739851 0.000613693 0.000553922 0.000663089 0.000931703 0.000608592 0.000564126 0.00099547 0.00054519 0.000627038 0.00089241 0.000489934 0.000467384 0.000560839 0.000462634
threshold=-0.15747999999999998 -1.0000000180025095e-35 -0.24436499999999997 -0.065884999999999985 0.089095000000000021 0.076175000000000007 -0.082704999999999987 0.087005000000000013 0.087830000000000005 -1.0000000180025095e-35 0.085900000000000018 0.086040000000000019 0.088720000000000007 0.41383500000000001 -0.49405499999999997 -0.15121499999999996 0.10214500000000001 -0.090969999999999981 -0.084034999999999985 -0.088999999999999982 -0.081399999999999986 -0.0061299999999999992 -0.10774499999999999 0.077805000000000013 0.11215000000000001 0.099600000000000008 -0.11013499999999998 0.11215000000000001 0.116525 -0.059114999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 27 -4 5 6 -5 8 9 -8 11 12 13 14 -11 -16 17 26 21 -20 -21 -19 -23 24 25 29 -17 -3 -29 -22
right_child=1 2 3 4 -6 -7 7 -9 -10 10 -12 -13 -14 -15 15 16 -18 18 19 20 23 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00073720313534307092 -0.0012937348292377641 0.00089382757311335379 -0.0010420787223242264 -0.0012937577887116997 0.00081352856917861862 -0.0011872938292055767 -0.0010259358578144425 -0.0011792817036773745 -0.00099456660043646585 -0.00097237942051896307 -0.0010739958076244538 -0.0010597592291299032 0.0011223619267702481 0.0010865797291169002 0.00076585024724614326 -7.6219629516491896e-05 -0.0010737569562874081 -0.00029584441682052517 -0.0012937455738506343 0.00087834972245628138 -0.00039753265553327954 -0.00051013304851029676 0.00075200304886737673 0.00060312703783048697 -0.00094647017064312445 0.0008858925688579474 -0.0012875435596481411 -0.00074865184070498753 0.00044233215270281364 0.00036540966668158729
leaf_weight=0.0015910892256272282 0.0012067605181500509 0.0014844920578758183 0.0020080232180137427 0.0010796522626073104 0.0013162089496034915 0.0018405710683246914 0.0014636940451664407 0.0012932179220825893 0.0016287813241149243 0.0023554122847357769 0.0012455086297515896 0.0010724936275892097 0.0015799712922444078 0.001131124817561612 0.0016813982061947138 0.0010937114074494048 0.00108049676794053 0.0021423165454734772 0.0011578232497844168 0.0010144427211571392 0.0076738017153015073 0.0013391230859554071 0.0047754273079596565 0.0014075333135581411 0.0018262323626316865 0.0012827587774424396 0.0011426234742053501 0.0010563428983516587 0.0017713705460646878 0.0016090853694592918
leaf_count=38 162 97 183 285 82 89 183 28 68 74 114 12 22 10 39 18 17 91 275 31 406 27 192 108 88 23 175 12 136 36
internal_value=0 -0.000250565 -0.000226146 -0.000274722 -0.000240657 -0.000272251 -0.000232224 -0.000204269 -0.000172511 -0.000137345 -0.00010182 -6.75815e-05 -3.6552e-05 -9.25246e-05 -0.000134755 -6.72496e-05 -0.000118103 -7.90859e-05 -2.22241e-05 -0.000176104 -8.87509e-05 0.000275433 0.000475588 -0.000159846 -0.000246508 -0.000125522 -0.000695128 0.000306011 -2.58121e-06 -0.000265285
internal_weight=0 0.0527604 0.0515536 0.0472414 0.0452334 0.0439172 0.0420766 0.040997 0.0397038 0.038075 0.0366113 0.0353658 0.0342933 0.0327133 0.0315822 0.0292268 0.0275454 0.0264649 0.0242285 0.0159717 0.0148139 0.00825687 0.00611455 0.0137994 0.0123919 0.0105656 0.00223633 0.00431221 0.00282771 0.00928289
internal_count=3121 3083 2921 2676 2493 2411 2322 2037 2009 1941 1758 1644 1632 1610 1600 1526 1487 1470 1277 967 692 310 219 661 553 465 193 245 148 442
is_linear=0
shrinkage=0.00129368


Tree=1008
num_leaves=31
num_cat=0
split_feature=39 42 9 376 1348 14 151 156 16 1213 43 13 403 132 457 131 150 52 48 1374 474 52 12 133 12 0 52 1 2 52
split_gain=0.00161672 0.00180471 0.00139672 0.00135357 0.00115815 0.0014638 0.00117389 0.00113825 0.00108821 0.00104296 0.000865401 0.000791062 0.00106319 0.00119666 0.000943729 0.000939833 0.000953195 0.000852442 0.00078531 0.000697342 0.000688832 0.00108947 0.00125043 0.000905088 0.000798036 0.00076142 0.000717742 0.000676798 0.000699359 0.000638425
threshold=0.16946000000000003 -0.26584999999999998 -0.036024999999999995 0.088470000000000007 0.095915000000000014 0.076175000000000007 -0.5225749999999999 -1.0000000180025095e-35 -0.54165499999999989 -0.082704999999999987 0.39192500000000002 -0.08971999999999998 -0.088999999999999982 0.08518000000000002 0.082380000000000009 0.10258000000000002 -0.23067999999999997 0.11434500000000002 0.10255000000000002 -0.035729999999999991 0.084660000000000027 0.070205000000000017 0.09334000000000002 0.086910000000000015 0.09857500000000001 -0.23001499999999997 0.19022000000000003 0.098220000000000016 0.089885000000000007 -0.088204999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 -8 -9 -10 11 17 -13 14 15 16 -14 18 27 -16 21 24 23 26 25 -18 -23 28 -11 -21
right_child=-2 2 3 -5 -6 -7 7 8 9 10 -12 12 13 -15 19 -17 20 -19 -20 29 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0013733052508098664 0.0013734872754264447 0.001373238038737135 -0.0012979747082646216 0.00092702542490932902 0.001352433633275048 -0.0012130098147483041 -0.0013729397209774866 0.0011585738156773748 -0.0013729390943432417 -0.00034196479776828854 -0.0011941571944762037 -0.0013509868302703542 0.00096058791085553374 0.00081946793458571377 -0.00042389703409218758 0.00095938039128824109 -0.0001619975413932427 -0.00065521932939986726 -0.00029337750859323252 -0.00027678417719440154 0.00030434451345640848 0.00086478110509310383 -0.0013730398165524419 -0.00094402910746850608 -2.8574260778688836e-05 -0.0010765194619254362 -0.00022726392596575121 0.0012965569333169818 0.00068717913851983092 0.00090774606830701214
leaf_weight=0.0019502698722959613 0.0014900956892205377 0.0013052252021932267 0.0014665261762445416 0.0024946846325590846 0.0010074208204287052 0.0022679181134179762 0.0012015938996006162 0.001432373317946648 0.0011068209696558631 0.001713962272344105 0.0011641782602147535 0.0012374377571884301 0.0010558408256429166 0.0027096175853618112 0.0016480037122619251 0.0011463197494556701 0.0021949075808151827 0.0015194579720159149 0.0021631695111068447 0.0011375159752873287 0.0025007735499702468 0.003121688109559261 0.0010981789837405387 0.0010364755735645659 0.0026380167974107147 0.007862407765766544 0.0017817834143460942 0.0021602255889270339 0.0045438057259445941 0.0034846474183822798
leaf_count=18 23 89 44 48 20 98 159 52 287 74 102 337 14 129 17 55 24 66 31 34 161 126 112 65 103 542 69 89 56 77
internal_value=0 -7.35553e-05 -3.14487e-05 -6.25788e-05 -0.00010635 -0.00013288 -8.67701e-05 -5.23858e-05 -2.09382e-05 -5.54001e-05 -2.49676e-05 4.1452e-06 -0.000101379 -5.51044e-05 -0.000132279 -0.000254193 -0.000313924 0.000306343 0.000444424 0.000342853 -0.000374447 -0.000460469 -2.72324e-05 0.000221581 -0.00070065 -0.000876934 0.000467963 0.000634017 0.000405303 0.000616233
internal_weight=0 0.0621512 0.060201 0.0588958 0.0564011 0.0553936 0.0531257 0.0516592 0.0504576 0.0490252 0.0479184 0.0467542 0.0346536 0.0334162 0.0307066 0.0244364 0.0232901 0.0121006 0.0105812 0.00627017 0.0222342 0.0197335 0.00703813 0.00593995 0.0126953 0.0100573 0.00490347 0.00841799 0.00625777 0.00462216
internal_count=3121 3098 3080 2991 2943 2923 2825 2781 2622 2570 2283 2181 1865 1528 1399 1271 1216 316 250 128 1202 1041 372 260 669 566 195 219 130 111
is_linear=0
shrinkage=0.00137286


Tree=1009
num_leaves=31
num_cat=0
split_feature=31 39 1348 14 3 42 151 4 150 160 158 52 133 50 47 457 15 4 130 4 15 15 151 14 4 16 0 49 403 16
split_gain=0.00174215 0.00143555 0.0013108 0.00134916 0.00151669 0.00124248 0.00115511 0.00120535 0.00108636 0.00127517 0.0011226 0.00092419 0.00111137 0.000890574 0.000995971 0.000835569 0.00105191 0.00106325 0.000984306 0.00101156 0.00127647 0.000984627 0.000965241 0.000726523 0.000612316 0.0020269 0.00100275 0.000970439 0.000855585 0.000616091
threshold=-1.0000000180025095e-35 0.16946000000000003 0.10621500000000002 0.076175000000000007 0.30112000000000005 -0.26584999999999998 -0.40381499999999992 0.27834500000000006 -0.22665999999999997 -0.091944999999999985 0.084765000000000021 -0.52017999999999986 -0.25159999999999993 0.11875500000000001 0.10954500000000002 -0.0029299999999999994 0.091650000000000023 -0.014149999999999998 -0.083729999999999985 0.24564500000000003 -0.095869999999999983 -0.090344999999999995 0.032230000000000009 -0.46885499999999997 -0.49405499999999997 0.38525000000000004 -0.060129999999999996 -0.073374999999999982 -1.0000000180025095e-35 -0.072359999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 8 -8 -10 11 -11 -13 14 23 22 18 -18 -17 20 -20 -22 -14 -9 25 -23 27 -26 -29 -30
right_child=1 -3 -4 -5 -6 6 7 13 9 10 -12 12 15 -15 -16 16 17 -19 19 -21 21 24 -24 -25 26 -27 -28 28 29 -31
leaf_value=0.0011956315575610559 -0.0011954087424370413 0.0011956751666910956 0.0011935128771837146 -0.0010315024982984263 0.0009163807307988077 -0.0010782086115070603 0.00095425393305474985 1.7278990219942192e-05 -0.00080983935838988095 -0.00091544208094750177 -0.0010881034114342315 -0.0011953033590620628 -0.0010423588966342484 -0.0006304303221916802 -0.00048041338807951721 -0.00086069655814396766 -0.0011809171352258475 1.1461680732600117e-05 -0.00058876275316781896 0.00098370946581725362 0.00094657131637296754 -0.0011922023067831048 0.00032430432895627908 0.0010351079294789384 -0.0010446506453439368 0.00065079531298416833 0.00057957816227755183 -0.00070020173046096647 0.00057957379565968723 -9.3427386786561288e-05
leaf_weight=0.0016782543331288471 0.0014203394532472649 0.0013202273870263062 0.0011631346295928316 0.0020879425130644327 0.0022148379918434094 0.0015584654814304591 0.0013434612749279031 0.0013300388033883337 0.0036903561707659618 0.001652052480152654 0.00151331185365322 0.001085499147619017 0.0020589815757707788 0.0010127834048034856 0.0010661544355379249 0.001280991104124495 0.001755925850588369 0.002727426568185364 0.0030030289058373674 0.0022275906582365215 0.0025070901836130579 0.0017786485875674702 0.0011507465804072581 0.0040582070615844392 0.0011221461148789294 0.0016367666103178635 0.0074202318847511944 0.0014879044353803819 0.0044793796245912176 0.0034313219420196578
leaf_count=86 17 21 18 99 118 61 13 21 370 220 180 136 115 14 16 58 231 29 115 24 81 50 22 162 48 5 87 381 142 181
internal_value=0 -3.7786e-05 -6.35263e-05 -8.707e-05 -5.42122e-05 -9.14051e-05 -6.3592e-05 -3.47477e-05 -0.000105122 -0.000136056 -7.72999e-05 -3.98135e-05 -2.86716e-06 0.000411531 0.000575029 3.11347e-05 8.48645e-05 -0.000455539 0.000164628 0.000209772 0.000145602 0.000238016 -0.000552385 0.000783866 0.000154837 -0.000308984 0.000243134 5.84252e-06 0.000131266 0.000287655
internal_weight=0 0.064585 0.0632648 0.0621016 0.0600137 0.0577989 0.0563785 0.05482 0.0473529 0.0460094 0.042319 0.0408057 0.0391537 0.00746718 0.0064544 0.0380682 0.0348585 0.00448335 0.0303751 0.0290941 0.0268665 0.0238635 0.00320973 0.00538825 0.0213564 0.00341542 0.017941 0.0105208 0.00939861 0.0079107
internal_count=3121 3035 3014 2996 2897 2779 2762 2701 2488 2475 2105 1925 1705 213 199 1569 1432 260 1172 1114 1090 975 137 183 894 55 839 752 704 323
is_linear=0
shrinkage=0.00119516


Tree=1010
num_leaves=31
num_cat=0
split_feature=31 39 42 156 1348 14 3 151 4 41 3 0 0 123 13 42 12 12 160 16 13 2 15 16 0 2 43 4 11 52
split_gain=0.00181273 0.00144482 0.00135498 0.00116102 0.00106937 0.00140457 0.00105385 0.00109609 0.00106923 0.000909387 0.000858008 0.00114625 0.00134054 0.000834894 0.000758789 0.000754844 0.000842643 0.0010413 0.000767625 0.00072223 0.000682098 0.00115695 0.000671465 0.000638793 0.000732963 0.000808608 0.000596477 0.000590756 0.000568721 0.000539587
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 -1.0000000180025095e-35 0.095915000000000014 0.078320000000000015 0.30112000000000005 -0.40381499999999992 0.27287000000000006 0.078475000000000017 -0.12018999999999998 -0.10607499999999999 -0.08824499999999999 0.089155000000000012 -0.0034749999999999994 0.088465000000000002 0.088305000000000008 0.084100000000000022 0.032695000000000009 -0.078464999999999993 0.14871000000000004 0.10855000000000002 -0.073184999999999986 -0.54165499999999989 -0.084674999999999986 0.113445 -0.032879999999999993 0.24564500000000003 0.080150000000000013 -0.04127999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 -5 9 10 20 26 -13 14 15 16 17 -14 19 -18 28 -22 -16 -10 25 -25 27 -12 -9 -17
right_child=1 -3 3 4 -6 -7 -8 8 23 -11 11 12 13 -15 22 29 18 -19 -20 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0014008617834718414 -0.0014006458704740015 0.0014008990983170231 -0.0014003837817870722 -0.0012789212030494895 0.0013815370622156061 -0.0012506134070880328 0.00096838827633707544 0.0010219580038627022 0.0014005523559482843 -0.0011913146227198982 0.0013272759983047212 -0.0011377433924060136 0.00035664009730355115 0.00096800962201957466 0.00026650105735477841 -2.0552726129980135e-05 0.0010174413797133523 -0.0014004203974401078 0.0013186368103543884 -0.0002991997461896745 -0.0010702964545833932 0.00069900941189169588 -0.00098666524736940693 -0.00081993303579819482 0.00091121255525739746 0.00048663805554715359 -7.0452106625333578e-06 5.1687812359865508e-05 -0.00016206042952088314 -0.001400388489685659
leaf_weight=0.0016762996240977648 0.0015468687576856146 0.0012722894434631362 0.0012626727639224447 0.0014194290176341431 0.0010152071324256431 0.0019039045518738354 0.0020088350348146369 0.0031620506638318979 0.0011993410038364516 0.0014870662798216463 0.0014767605880763321 0.0037491230230894844 0.0013406115677359054 0.0011013569837530204 0.0010532139112457983 0.0010012034254547331 0.0012036354345532629 0.0013054114017450047 0.0014672480304511737 0.0025429013733386796 0.0014050060096337802 0.0014967267561587505 0.0041110063787384308 0.0016804284844482709 0.0022617002107860875 0.0020765740251214027 0.010900747008630408 0.0013746396379872294 0.0010628896791331499 0.0012489822621502009
leaf_count=86 18 21 163 60 22 82 118 32 39 70 58 377 107 16 56 109 86 293 14 81 32 8 333 28 106 49 147 26 65 419
internal_value=0 -7.54805e-05 -0.00010739 -7.24889e-05 -4.25778e-05 -6.88451e-05 -2.65021e-05 -6.55916e-05 -3.0945e-05 -0.000115592 -7.65788e-05 -0.000169487 -0.000382416 -0.000209487 -0.000294391 -7.13241e-05 0.000133407 -0.000510203 0.000460042 0.000123792 0.000365063 -0.000157681 -0.000731089 0.000467347 0.000281388 -9.77638e-05 0.00014211 0.000712324 0.000724088 -0.000786441
internal_weight=0 0.0601378 0.0588655 0.0573187 0.056056 0.0550408 0.0531369 0.0511281 0.0497086 0.0424906 0.0410035 0.0338768 0.0201247 0.0163756 0.0152742 0.01011 0.00785981 0.00264602 0.00521378 0.00374654 0.00712667 0.00290173 0.00516422 0.00721804 0.0060187 0.003757 0.0137521 0.0028514 0.00422494 0.00225019
internal_count=3121 3035 3014 2996 2833 2811 2729 2611 2551 2329 2259 2122 1891 1514 1498 1109 581 400 181 167 137 40 389 222 183 77 231 84 97 528
is_linear=0
shrinkage=0.00140032


Tree=1011
num_leaves=21
num_cat=0
split_feature=43 40 3 48 2 52 159 42 50 133 0 52 47 1 42 15 150 3 2 133
split_gain=0.00020489 0.00026839 0.000242401 0.000247951 0.000377008 0.000341563 0.000247681 0.000287795 0.000283532 0.000289067 0.000335724 0.000333561 0.000263374 0.00042419 0.00025134 0.000232823 0.000198625 0.000316123 0.000194 0.000158413
threshold=0.24789500000000006 -0.074429999999999982 0.20828500000000003 0.12879500000000002 0.12358500000000001 0.11434500000000002 0.091530000000000014 -1.0000000180025095e-35 0.07826000000000001 0.091410000000000005 -0.060129999999999996 -0.088204999999999992 0.092710000000000015 0.094465000000000007 -0.095284999999999995 -0.010414999999999999 0.086845000000000019 0.084940000000000015 0.088850000000000012 0.085075000000000026
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 4 5 6 7 14 9 10 12 -12 13 16 -3 -15 17 18 -9 -1
right_child=-2 2 -4 -5 -6 -7 -8 8 -10 -11 11 -13 -14 15 -16 -17 -18 -19 -20 -21
leaf_value=0.00043346975984150549 -0.0015460456055088091 -0.00010982550012875095 0.0017070176707887619 -0.0015862360748178459 0.001817905474564142 -0.0017945319847273947 -0.0014997659652314058 -0.0014517023445724734 -0.0014907474977537806 -0.0014361050628189309 0.00039630605615952031 0.0031093904675734813 -0.0011051196274614228 0.0032163270770985673 -0.0024911851939104909 0.00071603229590239061 -0.0013923480643582955 0.0021588910925313559 0.000774428036300236 0.0023920033048470115
leaf_weight=0.0014568465720743431 0.0012281022876137184 0.0016991467506454194 0.0010514528944920434 0.001650406469386744 0.0014557888803650157 0.0017570618210446245 0.0015194185047914246 0.0011535915722989919 0.0011122936322057733 0.0010025624093799044 0.0012032661012266743 0.0014517941090241926 0.0015298257352780453 0.0011412964320083319 0.0010357873210501941 0.0010276117933898377 0.0011425692538058474 0.0010672631569264013 0.0011204392779883277 0.0010190321485792353
leaf_count=123 188 152 129 63 132 366 211 253 232 184 129 56 83 54 404 25 107 22 95 113
internal_value=0 4.72294e-05 -8.04476e-05 -0.000165605 -5.07838e-05 -0.000194236 -3.08233e-05 0.000111452 0.000348608 0.0005214 0.000702484 0.00187983 0.000320464 0.000648281 -0.00101171 0.00203171 -2.09019e-05 0.00044807 -0.000354864 0.00123957
internal_weight=0 0.0255975 0.0231216 0.0220701 0.0204197 0.0189639 0.0172069 0.0156874 0.0129525 0.0118402 0.0108377 0.00265506 0.0081826 0.00665277 0.00273493 0.00216891 0.00448386 0.00334129 0.00227403 0.00247588
internal_count=3121 2933 2697 2568 2505 2373 2007 1796 1240 1008 824 185 639 556 556 79 477 370 348 236
is_linear=0
shrinkage=0.00381041


Tree=1012
num_leaves=31
num_cat=0
split_feature=31 156 151 4 150 158 401 160 375 13 403 1348 14 16 156 160 48 131 43 0 49 16 2 133 12 151 52 51 47 3
split_gain=0.00137711 0.00120329 0.00108098 0.0013521 0.00114329 0.0009221 0.00086857 0.000925018 0.00100018 0.00106732 0.00100647 0.000827157 0.000956819 0.000781268 0.000747743 0.000854405 0.000884248 0.00117008 0.000961741 0.000804301 0.000855922 0.000686549 0.000665851 0.00083224 0.00130366 0.000992433 0.000732727 0.000658329 0.000732118 0.000701774
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.40381499999999992 0.27834500000000006 -0.22665999999999997 0.08962500000000001 0.10076500000000001 -0.091944999999999985 0.087420000000000012 -0.084034999999999985 -0.088999999999999982 0.084895000000000012 0.080160000000000023 0.23311500000000004 0.091255000000000017 -0.081069999999999989 0.093440000000000009 0.10033500000000002 -0.45785999999999999 -0.23091999999999999 -0.081404999999999991 0.023255000000000001 0.13712500000000002 -0.0061299999999999992 0.088305000000000008 -0.083274999999999988 0.11434500000000002 0.11144500000000002 0.10954500000000002 0.11924500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 7 13 9 22 -11 12 14 -6 15 -12 17 18 -17 -20 -21 -18 23 24 -9 -25 -27 28 29 -5
right_child=1 2 3 27 5 -7 -8 8 -10 10 11 -13 -14 -15 -16 16 21 -19 19 20 -22 -23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=0.0013198916496147736 -0.0013196144933024074 -0.0011338741532168329 0.0010833648888118944 0.0012561423670694009 -0.0010900834745038474 -0.0010805208805253054 -0.0012753275985947126 -0.001319693888184243 -0.0011506478661151111 -0.0013196264951786311 0.0008468068774762159 0.0010223305419942183 -0.0013197834802795697 0.0002762561865394408 -0.0010212202662747321 0.00053222180952800489 0.00075114506994409028 0.00097295802262723559 0.00063814738424153121 8.2307738425529704e-05 -0.0007352643101413551 -0.00044172051706374283 -0.0005374478967969668 -0.00050954633355082568 0.00058527111692097849 0.00096637932496228707 -0.00013406986335798949 -0.00040545301629406946 -0.00026756288326451464 0.00020877670831058399
leaf_weight=0.0013101965792063899 0.0012676086121330412 0.0014791823096444992 0.0014555908432214429 0.0034441783324954392 0.0025001447361185916 0.0016256646814452038 0.0010176832786572545 0.0010742528983733743 0.0012514628398392338 0.0011299927202541573 0.0019440246324746715 0.0012002322098396681 0.0010702652565726103 0.0010284123954278357 0.0012938486678595309 0.0020427428189577742 0.0033617784643382711 0.0013448872943300208 0.0011040423531767244 0.0029384327338561897 0.0092433876947648659 0.0011200158725017673 0.001309018671065588 0.0011513146661412685 0.0014974992046639102 0.0069285323005452426 0.0012424800506352085 0.0010912212199514215 0.001104922125211516 0.0016463975298321998
leaf_count=86 163 64 14 180 294 216 157 95 28 293 51 27 28 12 154 33 54 65 6 51 547 27 28 87 41 194 22 15 23 66
internal_value=0 -4.76491e-05 -2.0154e-05 8.66554e-06 -6.89051e-05 -0.000103544 -6.96036e-05 -4.27986e-05 1.14107e-05 4.68835e-05 -9.98616e-05 -4.81686e-05 -9.86271e-05 -0.000691858 -4.50481e-05 9.62965e-06 -6.73011e-05 -0.000207169 -0.000310709 -0.000440313 -0.000538054 0.000453044 0.000355795 0.000454102 -0.000210457 0.000637433 0.000799046 0.000539616 0.000706073 0.000917403
internal_weight=0 0.0599092 0.0586416 0.0571624 0.0498757 0.0484201 0.0467945 0.0457768 0.0422482 0.0409967 0.0277937 0.0266637 0.0254634 0.00352856 0.0243932 0.0230993 0.0211553 0.0166735 0.0153286 0.0132859 0.0121818 0.00448179 0.0132031 0.0118941 0.00257175 0.00932233 0.00817101 0.00728672 0.0061955 0.00509058
internal_count=3121 3035 2872 2808 2524 2510 2294 2137 1831 1803 1336 1043 1016 306 988 834 783 702 637 604 598 81 467 439 136 303 216 284 269 246
is_linear=0
shrinkage=0.00131955


Tree=1013
num_leaves=20
num_cat=0
split_feature=1 0 133 2 50 403 4 157 49 3 16 4 1 13 2 151 2 0 0
split_gain=0.000215052 0.000408143 0.00031841 0.000307569 0.000295549 0.000313991 0.000367956 0.000400624 0.000355824 0.000275069 0.000461606 0.000266351 0.000265374 0.000237569 0.000225515 0.000216919 0.000204462 0.000157332 0.000130418
threshold=0.077565000000000009 -0.059114999999999994 0.083950000000000011 0.13754500000000003 0.10124500000000002 0.03138500000000001 -0.033174999999999989 -0.028564999999999997 -0.047584999999999995 0.10732000000000001 -0.071854999999999988 -0.49405499999999997 0.12958500000000003 -0.0087749999999999981 0.091055000000000011 -0.073794999999999986 0.090675000000000019 -0.10151999999999999 0.062580000000000011
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 13 -8 15 12 -11 -3 14 -2 17 -9 -17 -10 -13
right_child=3 11 -4 -5 -6 -7 7 8 9 10 -12 18 -14 -15 -16 16 -18 -19 -20
leaf_value=-0.0028801314578034399 -0.0001040267987128308 -0.0010901136274214078 -0.00043091282244701006 0.0017767403755419575 -0.0019809667276624453 0.0020866723480597819 0.0025416050547528331 0.0026336412641805316 -0.0002231685465854122 -6.0136707968731248e-05 -0.0034621690413374818 -7.6652733440475573e-05 0.0016976736107982078 -0.0023675646790998479 0.0010497242711359238 -0.00069488994059508432 0.0015313309735805363 -0.0021431732850064997 0.0015784777001134698
leaf_weight=0.0015711065222830381 0.0013822732230654999 0.0016125186470450359 0.0016375388302991567 0.001700330968133378 0.0010239716174380567 0.0011982281387830076 0.0011057643176863871 0.0010082782412910163 0.0016136011399794361 0.0014845235986502558 0.0010139857461979318 0.0012505378021350211 0.0012398016504127085 0.0014199078316807752 0.0011771298020484267 0.0011622184258186508 0.0013436830301714053 0.001073675323066685 0.0016923667909836126
leaf_count=794 231 35 666 160 178 78 79 92 43 58 9 101 59 223 79 37 43 116 40
internal_value=0 -0.000568381 -0.00163017 0.00019964 4.41587e-05 0.000171981 1.92848e-05 0.000310511 8.85905e-05 -0.000384152 -0.0014408 0.000179495 0.000133079 -0.001251 -0.000368883 0.00111134 0.000498826 -0.000990288 0.000875158
internal_weight=0 0.00776407 0.00320865 0.0189474 0.017247 0.0162231 0.0150248 0.0122227 0.0111169 0.00760272 0.00249851 0.00455542 0.00510421 0.00280218 0.00386441 0.00351418 0.0025059 0.00268728 0.0029429
internal_count=3121 1636 1460 1485 1325 1147 1069 615 536 364 67 176 297 454 238 172 80 159 141
is_linear=0
shrinkage=0.00388662


Tree=1014
num_leaves=31
num_cat=0
split_feature=39 9 42 376 151 4 150 160 16 1 158 1348 14 13 133 2 0 160 0 457 52 131 4 0 151 49 16 123 1374 52
split_gain=0.00169139 0.00164442 0.00104712 0.00106911 0.00082401 0.00113877 0.00131561 0.00103949 0.000920867 0.00094529 0.000832175 0.000775816 0.000893779 0.000921029 0.000861654 0.00110556 0.00101006 0.00075348 0.000695167 0.000692072 0.000922232 0.00068794 0.000651411 0.000587701 0.000634128 0.000556502 0.000719475 0.000544526 0.000525701 0.000677952
threshold=0.16946000000000003 -0.036024999999999995 -0.26584999999999998 0.088470000000000007 -0.5225749999999999 0.27287000000000006 -0.22665999999999997 -0.091944999999999985 -0.54165499999999989 0.111945 0.085900000000000018 0.084895000000000012 0.076175000000000007 -0.084034999999999985 -0.0061299999999999992 0.13712500000000002 -0.10096999999999999 -0.081069999999999989 -0.084269999999999984 0.080930000000000016 0.10744000000000002 0.10033500000000002 0.50822500000000004 -0.10607499999999999 -0.0077149999999999988 -1.0000000180025095e-35 0.24134000000000003 0.088610000000000008 -0.035729999999999991 -0.088204999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -6 -8 -7 -10 11 12 13 14 18 16 -16 -15 -9 20 21 23 -11 24 -19 -18 -27 -5 -21 -30
right_child=-2 2 3 27 5 8 7 10 9 22 -12 -13 -14 17 15 -17 25 19 -20 28 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0012193388639200561 0.0012194791081471027 -0.0012194123606073647 -0.001167429128410257 -2.875883523841835e-05 0.00089765985530850683 0.0012192671828258062 -0.00097505497614188417 -0.0010245399617556058 -0.00047371217060773383 4.9090106247646754e-05 -0.0011576551595735029 0.00074727449255664806 -0.0011303279742746167 0.00034257666365587486 0.00090628385573612716 -0.00085384393487787462 -0.00069874962564599023 -0.0011342161179780531 0.00011426437155170356 -0.00061928563897618437 0.00021419554934950561 0.00013971191114022676 0.0011717174997485336 -0.0009088309662746598 -0.00014960853472945505 0.00075172060059505003 -0.00039519320261331969 0.0012192514270537107 -0.00042136586109771005 0.00072051775817048381
leaf_weight=0.0011110449299742689 0.0011865211428272451 0.0017038620202924895 0.0015186135223927968 0.0010174373987865684 0.0012672257270764922 0.0010907919737874749 0.0037660145364797329 0.0018128506858712257 0.0031174790926229426 0.0020872818033161877 0.0016398738056766496 0.0010805493731567131 0.0018355370190832323 0.00191376074723859 0.0031982164536827904 0.0012504462006148742 0.0012036505461505706 0.001303088672841568 0.0014210343492067077 0.0015512942554778419 0.0020347895885199909 0.0014705542293933496 0.0012154075470292014 0.0098198375604412608 0.0038267991168083751 0.0019284683169544774 0.0014050723484260175 0.0010617353351296543 0.0013216255352119788 0.0018603548307609677
leaf_count=89 23 18 46 6 14 50 387 134 49 83 177 35 57 80 60 21 111 18 59 16 139 128 87 903 65 127 21 42 31 45
internal_value=0 -0.00025014 -0.000277477 -0.000249815 -0.000281718 -0.000257003 -0.000327564 -0.000361581 0.000183699 7.75546e-06 -0.000306412 -0.00027172 -0.000299839 -0.000258994 1.5482e-05 0.00020968 0.000381601 -0.00039261 -0.000524126 -0.000453286 -0.000559943 -0.000655873 0.000462223 -0.000734132 -0.000399718 1.1757e-05 0.000268302 0.000608541 -3.74294e-05 0.00024624
internal_weight=0 0.0608347 0.0597237 0.0580198 0.0559406 0.054422 0.046911 0.0456438 0.00751096 0.00642017 0.0418778 0.0402379 0.0391574 0.0373218 0.0122197 0.00898585 0.00773541 0.0251021 0.00323389 0.0231883 0.0184551 0.0164203 0.00330269 0.0149497 0.00512989 0.00453719 0.00333354 0.00207917 0.00473327 0.00318198
internal_count=3121 3098 3009 2991 2943 2897 2628 2614 269 219 2227 2050 2015 1958 533 340 319 1425 193 1345 1253 1114 170 986 83 259 148 48 92 76
is_linear=0
shrinkage=0.00121906


Tree=1015
num_leaves=31
num_cat=0
split_feature=31 1348 14 151 4 39 16 1213 160 1374 11 50 47 484 50 403 47 13 13 403 43 133 4 2 160 0 42 4 0 12
split_gain=0.00167342 0.0017182 0.00173118 0.00146528 0.00141452 0.00141767 0.00182396 0.00119296 0.00108651 0.00111723 0.00107729 0.000899063 0.00104424 0.000894409 0.00117271 0.00141513 0.00126538 0.00127015 0.00140765 0.00149501 0.00103881 0.00124353 0.00106936 0.00119628 0.00173772 0.00203658 0.00172537 0.0019401 0.00124749 0.00134474
threshold=-1.0000000180025095e-35 0.095915000000000014 0.078320000000000015 -0.5225749999999999 0.27834500000000006 0.16946000000000003 0.51524500000000006 -0.082704999999999987 -0.40698999999999991 0.10637000000000001 0.081790000000000015 0.11875500000000001 0.10954500000000002 -0.0068949999999999992 0.10030500000000002 0.090990000000000015 0.13206500000000002 -0.53104499999999988 -0.47860499999999995 -0.092474999999999988 -0.16318499999999997 0.099660000000000012 -0.46376499999999993 0.089885000000000007 0.083670000000000008 -0.13455999999999999 0.09832500000000001 -0.083854999999999985 0.062580000000000011 0.088615000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 -5 -9 10 13 12 -6 -10 15 16 17 -15 -19 -20 -21 22 -22 24 25 -24 27 -27 29 -25
right_child=1 -3 -4 4 11 -7 -8 8 9 -11 -12 -13 -14 14 -16 -17 -18 18 19 20 21 -23 23 28 -26 26 -28 -29 -30 -31
leaf_value=0.0013463450180923029 -0.0012924659299975692 0.0013344589598498599 -0.0012067025135888006 -0.001346069486682418 0.00083163892597831518 0.0013464371299190439 -0.0011870027899738179 -0.00096681574829257612 -0.00068090301236237117 -0.0013342517264916382 -0.0010442395210095959 -0.00070711727370837514 -0.00042841201042715396 -0.00089640060955039984 0.00089476283766118879 -0.0012986151306671181 -0.0013463045940245567 0.0011481012416201543 -0.0013459839731559901 0.00069750959155361091 -0.0011571390522788353 -0.0010619450588647381 0.0010218518773838774 0.00041647950241796388 -0.0012577487712521305 0.00057625764006232589 0.0012066288630184893 -0.0010466688554702803 0.0013463372318857755 -0.00095616856057487458
leaf_weight=0.0015586160603611168 0.0016903618451706839 0.0015626193507785038 0.0024397364315902328 0.0013087895306806976 0.006846799638541512 0.0012057806657139727 0.0028065092812088457 0.0022300750014192508 0.0028274374091856727 0.0011268224717184685 0.0016681324946148371 0.0010544783472141725 0.0014424649918893806 0.0021106078502270966 0.0031292240988385336 0.0013812384967453175 0.00109101005591583 0.0025231027319705382 0.0012360855412962826 0.0055151186900559415 0.0011284973632115043 0.0016814508817297727 0.0030348463078553158 0.012143688017793863 0.0020700234864605713 0.0019036859700598376 0.0011863411106105559 0.0044620169642347 0.0022792760953507232 0.0014469825344871632
leaf_count=86 45 22 87 281 242 14 143 207 414 21 35 14 24 13 95 86 9 13 264 53 34 68 20 199 66 84 13 323 17 129
internal_value=0 -6.24158e-05 -9.1531e-05 -5.40197e-05 -2.44685e-05 -9.86038e-05 -0.000127504 -7.57768e-05 -4.61813e-05 -8.1229e-06 2.01684e-05 0.000463461 0.00061237 5.4881e-05 9.79325e-05 4.27601e-05 8.50482e-05 0.000121602 0.000174508 0.000110014 0.000158851 6.40493e-05 0.000127893 0.000178728 -0.000129903 9.06212e-05 -0.000283601 -0.000561327 0.000424873 0.000270335
internal_weight=0 0.0765332 0.0749706 0.0725308 0.0708405 0.0614967 0.060291 0.0574845 0.0561757 0.0539456 0.0528188 0.00934374 0.00828926 0.0511506 0.0483232 0.045194 0.0438127 0.0427217 0.0406111 0.038088 0.0368519 0.0313368 0.0296554 0.0285269 0.0126569 0.0105869 0.00755204 0.0063657 0.0158699 0.0135907
internal_count=3121 3035 3013 2926 2881 2601 2587 2444 2163 1956 1935 280 266 1900 1486 1391 1305 1296 1283 1270 1006 953 885 851 506 440 420 407 345 328
is_linear=0
shrinkage=0.00134594


Tree=1016
num_leaves=31
num_cat=0
split_feature=39 9 42 1456 151 52 133 1 128 157 0 15 2 11 3 4 13 3 16 15 15 15 42 4 43 1 2 2 15 2
split_gain=0.0016334 0.00160878 0.00129127 0.0012051 0.00120855 0.00121317 0.00135284 0.00113395 0.00103957 0.00110421 0.00096918 0.000708713 0.000729834 0.000704828 0.000935149 0.000955069 0.00111288 0.000757237 0.000759198 0.000741275 0.000667028 0.000777923 0.000851466 0.000895835 0.000658453 0.000943287 0.00064835 0.00103445 0.000608967 0.000568594
threshold=0.16946000000000003 -0.036024999999999995 -0.26584999999999998 -1.0000000180025095e-35 -0.5225749999999999 -0.52017999999999986 -0.25159999999999993 0.111945 0.086950000000000013 -0.084489999999999996 -0.26609999999999995 -0.24436499999999997 0.14530500000000005 0.088710000000000011 -0.12018999999999998 0.052250000000000012 -0.086804999999999979 0.10299500000000002 -0.11227499999999999 -1.0000000180025095e-35 -0.14147499999999996 -0.10324499999999999 0.097315000000000026 0.033845000000000007 -0.08287499999999999 0.086105000000000015 0.090050000000000005 0.096540000000000015 -0.037864999999999989 0.10672500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7 8 9 -8 -11 -9 20 14 19 17 -17 18 -16 -12 -13 -22 23 -23 26 -26 -20 -28 -25 -19
right_child=-2 2 3 4 5 6 7 11 -10 10 13 12 -14 -15 15 16 -18 29 24 -21 21 22 -24 28 25 -27 27 -29 -30 -31
leaf_value=0.0015465509176469713 0.0015467555217317051 -0.0015464384111611035 -0.0011300785680126587 -0.0014459865591317342 -0.0012493194846604641 -0.0013185381521385634 -0.0014337619958629329 0.0011957235181353386 -0.0015461632854533371 0.0015075317853770161 0.0012750496295871887 -0.00096244837611156959 0.0013614235683805337 -0.0010869321581968216 0.00091902233352042853 6.2489442772630535e-05 -0.0012272402145252143 3.1918351268453935e-05 0.00064928690073159869 0.00020383573806232691 0.0015231189509990013 0.00042895624022310132 0.0010958885541317998 -0.0014320765683655207 -0.0012927003514013992 -0.0001518685550581244 -0.0013601388825274158 0.0006810171172408852 8.8278579376676786e-05 0.0010711314339793834
leaf_weight=0.0014128260944072926 0.0015025212668575696 0.0014846838003634835 0.0025337912704976864 0.0014257306513663073 0.0018102932255052986 0.00170312024194219 0.0012558492924590317 0.0026063938303178 0.0010806320830547547 0.0010458340626371332 0.0022346260069099344 0.001146946651260806 0.0013412765518552314 0.0013772059364072211 0.001574848715486952 0.0030567734485344999 0.0033538492564808555 0.0023418689917775728 0.0032152547138233354 0.004997147657576295 0.001073466602747433 0.0027740357421421865 0.0016126549138562041 0.0015904386431202511 0.0024611914497967603 0.0058508190625996548 0.0012808315620098654 0.0011059326498426003 0.001042528396666853 0.0027203791519241349
leaf_count=89 23 18 287 47 202 172 112 158 109 18 54 9 44 27 41 76 141 22 206 91 15 50 18 33 634 272 45 72 17 19
internal_value=0 -8.44999e-05 -0.000122216 -8.67457e-05 -4.04319e-05 -4.42484e-06 3.74299e-05 8.17211e-05 -5.09419e-05 -8.27802e-06 4.06122e-05 0.000473572 0.000295692 -2.51746e-06 4.11593e-05 -9.1258e-05 -0.000612259 7.12607e-05 -9.84025e-05 0.000534842 0.000140992 0.00029737 0.000109925 -0.000184142 -0.000213559 -0.00048967 0.000196121 -0.000414347 -0.000830089 0.000590376
internal_weight=0 0.0625112 0.0610984 0.0596137 0.0570799 0.0556542 0.0538439 0.0521408 0.038953 0.0378724 0.0366166 0.0131877 0.0105813 0.0355707 0.0341935 0.0269617 0.00641062 0.0205511 0.0154889 0.00723177 0.00924007 0.00809312 0.00701966 0.005407 0.013914 0.00831201 0.00560202 0.00238676 0.00263297 0.00506225
internal_count=3121 3098 3009 2991 2704 2657 2455 2283 1939 1830 1718 344 186 1700 1673 1528 217 1311 1270 145 142 133 118 100 1229 906 323 117 50 41
is_linear=0
shrinkage=0.00154607


Tree=1017
num_leaves=21
num_cat=0
split_feature=14 51 1 47 50 1 0 15 4 147 1 15 13 457 14 0 1 48 42 13
split_gain=0.000206676 0.000267177 0.000308961 0.000454933 0.000347358 0.000314745 0.000377183 0.000287568 0.000280874 0.000261692 0.00022211 0.000260276 0.000319795 0.000336036 0.0002689 0.000205985 0.000187982 0.000173784 0.000165034 0.000108097
threshold=0.076175000000000007 -0.40274499999999996 0.14000500000000002 0.11939500000000002 0.10647500000000001 0.077565000000000009 -0.059114999999999994 -1.0000000180025095e-35 -0.49405499999999997 1.0000000180025095e-35 0.084525000000000003 -0.10653 -0.00096999999999999983 0.082380000000000009 -0.22253999999999999 -0.084144999999999984 0.095285000000000022 0.10557500000000002 0.080840000000000009 0.090705000000000008
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 -3 -8 10 -7 14 15 16 -12 -13 -14 -16 -9 -10
right_child=-2 2 -4 -5 -6 9 8 18 19 -11 11 12 13 -15 17 -17 -18 -19 -20 -21
leaf_value=-0.0018175123972349651 -0.001598417241724418 -0.0029939042981772454 0.0016908545681836571 -0.0022197646958959142 -0.0020098853374779296 0.0020517597619762237 -0.00092182004271190807 -0.0015634881643255647 0.00047324727683190597 0.0020664273359688886 -0.00032080316494644115 0.0015733217152980384 -0.0026283896970859945 0.00059621657816256719 0.0025560850061451383 -0.00045306601116886956 -0.00072390832097932309 0.00055529984655750583 0.00051539211483917066 0.0019813841958939136
leaf_weight=0.0010473351464741478 0.0011321393755530087 0.001029567042864327 0.001611340924473569 0.0012216812593983653 0.0010194931389430053 0.0010222827291670464 0.0016540434590748276 0.0011395256727463332 0.0018730052609239366 0.0014405179630436757 0.0013550361672916011 0.0017994834958958723 0.0012650913341181146 0.0015768675095273466 0.0014924834898701906 0.0011458183029833258 0.001688809463104235 0.0010197811445493699 0.0010010871460279791 0.0010268636086152583
leaf_count=109 101 537 118 74 286 44 33 372 80 112 64 138 101 30 111 282 124 36 340 29
internal_value=0 3.15343e-05 0.000107829 5.23966e-07 0.000120813 0.000221705 -0.000382159 -0.00137156 0.00030661 0.000559547 0.000384005 0.000233704 -0.000173287 -0.000796232 0.00102048 0.000784991 -0.00153956 0.00174392 -0.000591271 0.00100729
internal_weight=0 0.0264301 0.0253828 0.0237714 0.0225498 0.0215303 0.00772409 0.00317018 0.00455391 0.0138062 0.0123657 0.0113434 0.00747607 0.00453077 0.0038673 0.0029453 0.0029539 0.00251226 0.00214061 0.00289987
internal_count=3121 3020 2911 2793 2719 2433 1391 1249 142 1042 930 886 675 255 211 420 225 147 712 109
is_linear=0
shrinkage=0.0037357


Tree=1018
num_leaves=31
num_cat=0
split_feature=39 42 9 376 151 4 1348 14 11 1456 1374 158 133 52 130 14 16 42 15 403 3 15 38 3 43 43 0 15 16 47
split_gain=0.00158785 0.0017099 0.00147782 0.00148656 0.00122522 0.00172425 0.00145612 0.00160212 0.0013283 0.000982139 0.00101921 0.000983332 0.000797316 0.000831282 0.000789294 0.00075013 0.000731883 0.00139894 0.00124942 0.000795305 0.00102872 0.000839906 0.000847455 0.0010595 0.00103165 0.000982661 0.000975667 0.00115087 0.000891733 0.000618981
threshold=0.16946000000000003 -0.26584999999999998 -0.036024999999999995 0.088470000000000007 -0.40381499999999992 0.27287000000000006 0.093335000000000015 0.076175000000000007 0.081790000000000015 -1.0000000180025095e-35 0.093235000000000012 0.085900000000000018 -0.25159999999999993 -0.51296999999999993 1.0000000180025095e-35 -0.46885499999999997 0.41553500000000004 0.092620000000000022 0.12961500000000001 -0.088999999999999982 -0.12018999999999998 0.17980000000000004 0.091770000000000004 0.149315 -0.073959999999999984 -0.0037449999999999996 -0.043914999999999989 -0.095869999999999983 -0.096824999999999981 0.10954500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 7 8 9 -6 11 12 -11 -14 16 -7 17 19 -19 -15 -21 22 23 24 -22 -26 27 28 -27 -17
right_child=-2 2 3 -5 5 15 -8 -9 -10 10 -12 -13 13 14 -16 29 -18 18 -20 20 21 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.0014573263017599609 0.0014574735741974528 0.0014573497147637668 -0.0012845451570430097 0.00098204247312181714 -0.0011469284384597836 -0.00022906245876440356 0.0014514484980405215 -0.0013828402871009305 -0.0014569859311883324 -0.0010598358598806177 -0.001457159887271168 -0.0013118713968198414 -0.0011623537955280558 -0.00093809044791303591 -0.0011359977259153792 0.0010281904548153501 0.00096071710113241769 -0.0013077191831215847 0.00060475655182054447 0.00095674762191312406 0.00059797838920822163 -0.0010079694626140318 -0.0011241630485643338 0.0012194676889728622 -0.0014304013892343407 0.00033330157646661168 -0.00082719217861610978 0.00051760323041231938 -0.0012954669834507456 -0.00019522886647067714
leaf_weight=0.001844935282917958 0.0014678092476998464 0.0013787870755130873 0.0018469947511547949 0.0027351067076306626 0.0018587186624015031 0.001965807426728361 0.0011327541510581787 0.0023883277155576357 0.001612823994179279 0.0014193168785370238 0.0010866523141146436 0.001227201372119068 0.0011596139323435386 0.0012963920642681251 0.0010813392426749493 0.0048927917376460073 0.0021053901984426906 0.0026250881439002774 0.0010017330874347863 0.0036018525723022629 0.0070224950540969102 0.0013175931342175309 0.0010027464866482197 0.0021431115394534564 0.00106800819276165 0.0012927945707588151 0.0023300674048414615 0.0074808563690424877 0.0015921063567176869 0.0010696712172659772
leaf_count=18 23 89 63 48 263 34 13 92 97 153 28 119 134 182 247 213 41 269 23 47 387 15 14 57 163 18 43 175 33 20
internal_value=0 -7.49448e-05 -3.42919e-05 -6.78112e-05 -0.000116794 -7.88047e-05 -0.000181091 -0.000219848 -0.000158568 -0.000110661 -6.46417e-05 -2.75245e-05 1.23372e-05 5.22561e-05 9.03626e-05 0.000551394 0.000127322 7.53715e-05 -0.000779491 0.000178212 0.000228371 0.000124468 0.000186815 0.000244147 0.000143589 -8.82464e-05 2.46594e-05 0.000216143 -0.000565576 0.000808708
internal_weight=0 0.0645811 0.0627361 0.0613574 0.0586222 0.0567753 0.048847 0.0477142 0.0453259 0.0437131 0.0418544 0.0407677 0.0395405 0.0381212 0.0369616 0.00792827 0.0358802 0.0337748 0.00362682 0.030148 0.0288516 0.0252498 0.0239322 0.0229294 0.0207863 0.0137638 0.0126958 0.0103658 0.0028849 0.00596246
internal_count=3121 3098 3080 2991 2943 2880 2613 2600 2508 2411 2148 2120 2001 1848 1714 267 1467 1426 292 1134 952 905 890 876 819 432 269 226 51 233
is_linear=0
shrinkage=0.00145689


Tree=1019
num_leaves=31
num_cat=0
split_feature=31 39 42 151 1348 156 14 123 2 124 13 16 403 131 52 484 133 3 1 41 3 0 2 457 1374 51 133 12 1 160
split_gain=0.00168179 0.00151695 0.00142726 0.00135949 0.0016585 0.00127639 0.00123835 0.00136847 0.0017325 0.00111876 0.00144131 0.00113081 0.000948266 0.00103922 0.0013472 0.000937324 0.000794804 0.0015994 0.000792852 0.000790566 0.00122731 0.00097558 0.000898223 0.0011029 0.000730501 0.000775342 0.0010857 0.000893949 0.000829836 0.000499855
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 -0.5225749999999999 0.090205000000000021 -1.0000000180025095e-35 0.076175000000000007 1.0000000180025095e-35 0.094835000000000017 -1.0000000180025095e-35 -0.23438999999999996 -0.54165499999999989 -0.092474999999999988 0.10033500000000002 -0.23798499999999997 -0.0068949999999999992 0.093255000000000018 -0.20241999999999996 0.10672000000000002 0.079300000000000009 -0.12018999999999998 -0.055064999999999996 -1.0000000180025095e-35 -0.068264999999999978 -0.094929999999999987 -0.070629999999999984 -1.0000000180025095e-35 0.092465000000000006 0.08844500000000001 -0.098904999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 7 9 -9 -7 18 -12 -13 14 -14 -16 17 -17 -11 20 -19 22 -22 -24 -25 -26 28 29 -27 -28
right_child=1 -3 3 4 -6 6 -8 8 -10 10 11 12 13 -15 15 16 -18 19 -20 -21 21 -23 23 24 25 26 27 -29 -30 -31
leaf_value=0.0012194317236250037 -0.001219390340602327 0.0012195925830396318 -0.0011452028330199819 -0.0012191227072143348 0.0011842908957809119 -0.00086212033993442606 -0.000991963766371666 -0.00066770628371155502 0.00096651802602641429 0.00024205227191646477 0.0010057272877828454 -0.0011956145588578556 -0.0010007001845818231 0.00069120512706421263 -0.00087547496782522936 0.0010243481408229182 -0.00092134210733460433 0.0006142849899671227 0.0012191484630285148 -0.00074923767984605546 -0.0010645333060992973 -0.00079070957174548679 -0.00086998080867427578 -0.0005775718243487952 -0.00050294005278347053 -0.0012191252184858929 -1.2472547526736937e-05 -0.00027155896452411843 0.00012877427271660381 0.00076664742528564933
leaf_weight=0.0015540032681560225 0.0016212698307924702 0.0013417130275854552 0.0016737410107729991 0.0013900682948424494 0.0016229847961852775 0.0024928665965546761 0.0019521150125854083 0.0012607696093880341 0.0040963687350270561 0.0039069039330570368 0.0013303599113143527 0.0012183801814407138 0.0025911940609715236 0.0023032595673839742 0.0021268322963705613 0.0021115933509179138 0.00145856917965581 0.0039460880356045743 0.0018040271677861597 0.0023682147564727521 0.0011756499147850185 0.002836650080702492 0.0018288816986178338 0.0019679067307691858 0.0019902479899442929 0.001044238094622508 0.0014537754492920394 0.001918485587824926 0.0019395037624505562 0.0077335513328122716
leaf_count=86 18 21 47 163 33 50 93 46 145 23 35 345 222 108 329 36 116 49 97 48 20 80 80 30 70 407 82 63 78 101
internal_value=0 -6.34925e-05 -8.99107e-05 -6.10927e-05 -3.17645e-05 -6.45239e-05 -3.72546e-05 -4.50313e-06 0.000581913 -6.54476e-05 -2.49619e-05 -0.000100812 -0.000135851 -0.0001042 -0.000151796 -9.05238e-05 -4.10925e-05 -1.36136e-06 0.000550707 -7.30717e-05 -1.55431e-05 -0.000119581 -2.91513e-05 3.2089e-05 0.000123501 0.000209301 0.00030991 0.000485313 -0.000342958 0.000643362
internal_weight=0 0.0665062 0.0651645 0.0635432 0.0618695 0.0602465 0.0588564 0.0569043 0.00535714 0.0515472 0.0490543 0.0433434 0.042013 0.0407946 0.0384914 0.0359002 0.0337734 0.0323148 0.00571093 0.0302032 0.027835 0.0238889 0.0210522 0.0198766 0.0180477 0.0160798 0.0140896 0.0111058 0.00298374 0.00918733
internal_count=3121 3035 3014 2996 2949 2916 2753 2660 191 2469 2419 2299 2264 1919 1811 1589 1260 1144 120 1108 1060 1011 931 911 831 801 731 246 485 183
is_linear=0
shrinkage=0.00121906


Tree=1020
num_leaves=31
num_cat=0
split_feature=31 39 42 1348 14 156 151 15 1374 401 480 43 13 403 13 131 3 3 13 15 128 4 48 52 52 42 16 0 4 1
split_gain=0.00230354 0.00197073 0.00201745 0.00179632 0.00233279 0.00152637 0.0015104 0.00142748 0.00150557 0.00129094 0.00129161 0.00123862 0.0012439 0.00166259 0.00165221 0.001397 0.00154594 0.00134121 0.00121832 0.00131262 0.00179283 0.00175891 0.00171364 0.00158615 0.000980257 0.000909414 0.000907817 0.00106491 0.000763786 0.00135671
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 0.095915000000000014 0.076175000000000007 -1.0000000180025095e-35 -0.5225749999999999 -0.24436499999999997 0.10637000000000001 0.10076500000000001 0.084710000000000021 0.39192500000000002 -0.084034999999999985 -0.088999999999999982 -0.53104499999999988 0.096160000000000009 -0.078934999999999991 -0.10831999999999999 -0.077944999999999987 -0.095869999999999983 0.089745000000000005 -0.27825499999999997 0.12879500000000002 0.10347000000000002 0.083680000000000018 0.091545000000000015 -0.13941499999999998 -0.084674999999999986 -1.0000000180025095e-35 0.10984500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -7 26 9 10 11 12 14 -14 -9 16 17 -16 -15 28 21 23 -23 -21 -19 -18 -8 -28 -20 -30
right_child=1 -3 3 -5 -6 6 7 8 -10 -11 -12 -13 13 18 15 -17 25 24 19 20 -22 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.0013201640399073682 -0.0013200203448533534 0.0013202636237597991 -0.0013196520529465488 0.0013058996661032369 -0.0011790462526560317 -0.0012356972622006156 0.0012827901028392035 -0.00060645621889381758 -0.0013129859445675904 -0.0012575502059988838 -0.0013196936582291581 -0.0013197772365213583 -0.0013196731377929486 -0.0011948447828766314 0.00060241644016207415 -0.00085530046103077164 0.0010378899447380239 -0.0013198035615225819 0.00016916318893452512 -0.00078547019999044448 -0.0013197987733511865 0.00055349794256531325 -0.00080177212219423072 0.00036753580440785906 0.00020919157996308072 -1.9725840807631884e-06 -0.00063443521143678901 0.00080196723013805705 -0.0012858101695660314 0.00013977567914887407
leaf_weight=0.0021601893936384889 0.0022538106927640902 0.0017655499433146806 0.0015810000433287277 0.0016558553148797719 0.003242224026934081 0.0017098047287547038 0.0023109738409381464 0.0028562741886162249 0.0015705923747901798 0.0014041179324539846 0.0012268580440197843 0.0011335146521869168 0.0017553222775301682 0.0014475708121928213 0.0035720113951356299 0.0012877075802180107 0.009185883732172332 0.0015550528462977536 0.0022642557651302297 0.0047293849897584866 0.0013633000414756671 0.018811124608025601 0.0017780497432795519 0.0037049336659720211 0.0013762432622250742 0.0017421414829001955 0.0014906566882473271 0.0022630609032958651 0.0031237038817515375 0.0018512937103878357
leaf_count=86 18 21 159 22 98 45 123 18 23 145 164 86 295 195 35 12 110 208 50 125 86 643 10 25 133 44 17 57 60 8
internal_value=0 -5.94734e-05 -8.83884e-05 -5.45335e-05 -8.25738e-05 -3.64617e-05 -9.59609e-06 1.88088e-05 -3.61017e-05 -5.79338e-06 2.13451e-05 4.72394e-05 7.207e-05 -6.33575e-05 0.000328352 0.000470991 0.000568968 5.95655e-05 -6.91942e-06 3.87831e-05 0.000159081 0.000228547 0.000436459 -0.000278991 -0.00060194 0.000872115 0.000632129 0.000231551 -0.000466166 -0.000755322
internal_weight=0 0.0860123 0.0842467 0.0819929 0.0803371 0.0770948 0.0755138 0.073804 0.0677393 0.0661687 0.0647646 0.0635378 0.0624043 0.0408289 0.0215753 0.018719 0.0174313 0.00650331 0.0390736 0.037626 0.0303868 0.0290235 0.0205892 0.00843432 0.0029313 0.010928 0.00606469 0.00375372 0.00723925 0.004975
internal_count=3121 3035 3014 2996 2974 2876 2717 2672 2475 2452 2307 2143 2057 1497 560 542 530 376 1202 1007 889 803 653 150 341 154 197 74 118 68
is_linear=0
shrinkage=0.00131955


Tree=1021
num_leaves=31
num_cat=0
split_feature=31 39 42 1348 14 156 43 376 453 4 401 156 160 484 403 394 158 16 4 52 2 3 12 0 12 160 13 1374 15 2
split_gain=0.00154981 0.0014199 0.00130619 0.0012289 0.00146464 0.00110449 0.00107473 0.00198847 0.00106897 0.00125556 0.000929595 0.000852527 0.000802546 0.00110046 0.0012959 0.0010679 0.000664433 0.000722638 0.00165542 0.000809137 0.00106689 0.00107742 0.000852923 0.000926224 0.000692742 0.000690574 0.000648737 0.000608899 0.000601701 0.000596287
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 0.095915000000000014 0.078320000000000015 -1.0000000180025095e-35 0.24789500000000006 0.088470000000000007 0.10218000000000001 0.27287000000000006 0.10076500000000001 0.091255000000000017 -0.091944999999999985 0.073690000000000019 -1.0000000180025095e-35 -0.064889999999999989 0.085900000000000018 0.41553500000000004 -0.49013999999999996 0.077655000000000016 0.13712500000000002 0.149315 0.088305000000000008 -0.10836499999999999 0.11650500000000001 0.050340000000000003 -0.033284999999999988 -0.094929999999999987 -0.091604999999999978 0.090310000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 7 8 9 10 11 12 26 14 -14 -16 17 18 -17 20 21 22 23 27 29 -21 -7 -20 -29 -24
right_child=1 -3 3 -5 -6 6 -8 -9 -10 -11 -12 -13 13 -15 15 16 -18 -19 19 25 -22 -23 24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0014573213464472473 -0.0014572338521193404 0.0014574688826543693 -0.001456958484050985 0.001442673143966279 -0.0013172387958839513 -0.0014570163718454774 -0.00095870915097841366 0.0014400079367414148 -0.0013165415974257188 0.00056388472190089904 -0.0014149474142132724 -0.0009046401663667322 -0.0011993413083423708 0.00084383744793816329 -0.0014062281598331611 -0.0014174769753972024 -0.00087034577360248526 0.0010961740039368024 -0.00061591250096395384 0.00090417390658023003 -0.0011783833402252903 0.0014570134726858352 0.0010462829199937272 -0.00079639689231967247 -0.00057641331080269121 -0.00034660540240278025 -0.00020311829036426745 0.0010118490699674737 -9.6879004862857409e-05 -0.00013837890325588454
leaf_weight=0.0014351661899691939 0.0014810608016233564 0.0012587240687480508 0.0011713512495354897 0.0011154387026266468 0.0020286222852590177 0.0013480454026102429 0.0025089255549026737 0.0020055702441901238 0.0013533794924285294 0.0070714908511320109 0.0011104791421292495 0.002409339597353676 0.0018807774103803956 0.0034172177551354812 0.0010336270081325863 0.0014527182412322611 0.0014182371334872093 0.0016196487017676722 0.0016606728549959371 0.004690914728964656 0.0014257003656155112 0.0012127388442593192 0.0033397097550409436 0.0037727847370124011 0.0010686510696586993 0.0011707580973521203 0.0024999085678238933 0.0019706002004937773 0.002197453864852132 0.001235424166380561
leaf_count=86 18 21 159 22 86 229 173 45 16 251 138 203 565 128 63 25 109 40 14 153 25 33 55 219 11 43 82 29 32 48
internal_value=0 -7.40815e-05 -0.000105856 -7.20417e-05 -0.000101135 -5.71172e-05 -2.72363e-05 1.7392e-05 -3.92629e-05 -3.98948e-06 -9.97491e-05 -6.39743e-05 -1.12497e-05 5.90072e-05 -2.70891e-05 4.82362e-05 0.000101479 0.000152874 9.22415e-05 0.000184604 3.06365e-05 0.00013537 3.02349e-05 -0.000233963 0.000479703 0.000654354 -0.000642394 0.000130086 0.000427313 0.000726388
internal_weight=0 0.06193 0.0606712 0.0591902 0.0580747 0.0560461 0.0548748 0.0523658 0.0503603 0.0490069 0.0419354 0.0408249 0.0384156 0.0345676 0.0311504 0.0292696 0.028236 0.0268178 0.0251981 0.0237454 0.0178837 0.016458 0.0152453 0.00960151 0.00564378 0.00586167 0.00384795 0.00582873 0.00416805 0.00457513
internal_count=3121 3035 3014 2996 2974 2888 2729 2556 2511 2495 2244 2106 1903 1592 1464 899 836 727 687 662 466 441 408 294 114 196 311 75 61 103
is_linear=0
shrinkage=0.00145689


Tree=1022
num_leaves=23
num_cat=0
split_feature=160 15 1348 11 1374 51 16 0 0 42 16 43 52 43 0 2 13 43 14 4 1 13
split_gain=0.00030111 0.000264369 0.000301647 0.000398784 0.000366374 0.00044166 0.000405832 0.00036422 0.000336313 0.000372381 0.000374831 0.000445448 0.000250519 0.000312247 0.00037381 0.000377232 0.000365369 0.000249777 0.000249542 0.000239698 0.000208663 9.29919e-05
threshold=-0.26568499999999995 -0.24436499999999997 0.084620000000000015 0.081790000000000015 -0.094929999999999987 0.012085000000000002 -0.062804999999999986 -0.060129999999999996 -0.052984999999999997 0.075730000000000006 0.15273500000000004 0.08845500000000002 0.008405000000000001 -0.09002499999999998 -0.10096999999999999 0.11263500000000001 -0.0030199999999999997 -0.091274999999999981 -0.46596499999999991 0.053180000000000012 0.090740000000000015 -0.093839999999999993
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 18 3 4 -3 7 20 12 -9 10 -10 17 13 16 15 19 -6 -12 -2 -15 -7 -21
right_child=1 2 -4 -5 5 6 -8 8 9 -11 11 -13 -14 14 -16 -17 -18 -19 -20 21 -22 -23
leaf_value=-0.0022923572964861118 -0.00013554757984659519 -0.002315395828292161 0.0021404768164321572 -0.0024065168877014918 0.0025041471614003232 0.0010097943905689273 -0.00061239705157110176 0.0027787920479142945 0.0026929758755443018 -0.0016556480088008229 0.00022791060212445496 0.0020744858262220782 -0.0024241501461585721 -0.0011420803058577386 -0.0024675507714387521 -0.0025550219846640861 -0.00082976106176921186 -0.002641466792219405 0.0025504693853712602 0.0018208123131356689 0.0033042590554465943 0.00023441360819745555
leaf_weight=0.001014259913428516 0.001104653156616564 0.0011988574672834309 0.001032850414783403 0.001346063913338468 0.0011861236738028857 0.001335722852991772 0.001320406399168971 0.001002906019184735 0.0012685924359523487 0.0015190876943620424 0.0011311271881737639 0.001188414524477821 0.0013194633996591607 0.0013633110486370673 0.0019617000386955574 0.0010422071726736704 0.0011418952126422948 0.0010221300923216603 0.0013731124451337165 0.0013178726424563081 0.0014774127697165795 0.001298199996654148
leaf_count=258 52 52 68 137 91 134 114 41 53 90 21 15 655 85 663 49 104 59 196 31 104 49
internal_value=0 4.11001e-05 -8.64993e-05 -0.000180607 -5.0875e-05 7.31095e-05 0.0013117 -0.000215115 0.000520355 0.000150821 0.000746055 6.9493e-06 -0.000708547 -0.000465437 -0.000910252 -0.000301888 0.000868862 -0.00113415 0.00135297 0.000288211 0.00221481 0.00103358
internal_weight=0 0.0279521 0.0254743 0.0244415 0.0230954 0.0218966 0.00413354 0.017763 0.00713226 0.00612935 0.00461026 0.00334167 0.0106308 0.00931131 0.00698329 0.00502159 0.00232802 0.00215326 0.00247777 0.00397938 0.00281314 0.00261607
internal_count=3121 2863 2615 2547 2410 2358 352 2006 279 238 148 95 1727 1072 877 214 195 80 248 165 238 80
is_linear=0
shrinkage=0.004207


Tree=1023
num_leaves=31
num_cat=0
split_feature=39 42 9 156 151 4 1348 14 11 1213 1374 150 160 158 15 128 47 156 1 42 151 133 151 4 43 0 2 42 15 51
split_gain=0.00205287 0.00227528 0.00166532 0.00138078 0.00122209 0.00162498 0.00145455 0.00169072 0.0014649 0.00130542 0.00101328 0.00109062 0.00197981 0.00121581 0.00100465 0.00166194 0.00127643 0.000986695 0.001086 0.00158392 0.00155915 0.00134525 0.00123367 0.000997531 0.00170355 0.000925218 0.000749879 0.000717057 0.000734776 0.000716882
threshold=0.16946000000000003 -0.26584999999999998 -0.036024999999999995 -1.0000000180025095e-35 -0.5225749999999999 0.27834500000000006 0.093335000000000015 0.076175000000000007 0.081790000000000015 -0.082704999999999987 0.10637000000000001 -0.22665999999999997 -0.091944999999999985 0.085900000000000018 -0.095869999999999983 0.086435000000000012 0.10783500000000001 0.091255000000000017 1.0000000180025095e-35 -0.088934999999999986 0.057610000000000008 0.10622000000000002 -0.082229999999999984 -0.012509999999999999 0.15359500000000004 -0.13027499999999997 0.10672500000000001 0.10194000000000002 0.090750000000000011 0.11144500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 7 8 9 -6 11 -11 -13 14 16 17 25 18 19 -16 27 22 -21 -24 -25 -14 -23 28 -20 -7
right_child=-2 2 3 4 5 29 -8 -9 -10 10 -12 12 13 -15 15 -17 -18 -19 20 21 -22 26 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0013734106123265831 0.0013735390779110715 0.0013732544532942613 -0.0013729488332853326 -0.0012795559178578467 -0.001372976060302442 0.00068986453535320913 0.0013617266983593033 -0.0012371866690000322 -0.0013729655378973259 0.0011871629199590402 -0.0013620272662155217 -0.00095019592635849808 -0.00019802007426117721 -0.001190763691361933 -0.0013731928162018705 -0.0013730547930344344 0.00045532634312857605 -0.00059455954825566953 0.00096342899647291189 -0.0010478656601506451 -0.00048083696848079475 -0.0013733735717868911 0.00070155971171302807 -0.0011446992453461155 0.00097123918807014847 -0.0013128434428859609 5.5775911265822201e-05 -0.00010423689815439639 -0.0001249639125162095 -0.0004215105047554359
leaf_weight=0.0024519869140533493 0.0018967761398442909 0.0015620088508967447 0.0014776890418790592 0.0014502412742274364 0.0013380357930738987 0.0078316443448294137 0.0012780782948311744 0.0024417544402766103 0.0015825900489403457 0.0014811043444638008 0.0010106433250456339 0.0038843953180824889 0.0031675980615659682 0.0014014386312473084 0.0013115777386261121 0.0012216860073399607 0.0026943195063822145 0.0024097602775854368 0.011235236551598859 0.0010653887131102388 0.0023009249811707369 0.0014225175473372422 0.0097227493780578239 0.0016313402510777101 0.0012796914617965172 0.0025187885880146865 0.0013474114050673336 0.001682744186936703 0.0013048315712040912 0.0012715064942767649
leaf_count=18 23 89 163 47 287 259 16 89 80 13 20 311 43 142 91 111 36 129 220 84 26 139 274 111 16 135 24 65 45 15
internal_value=0 -7.22301e-05 -2.93056e-05 -5.94133e-05 -3.21858e-05 -6.28308e-06 -8.73574e-05 -0.000118507 -7.05976e-05 -3.34149e-05 -2.80459e-07 2.56455e-05 -7.69266e-06 6.90301e-05 0.000107149 0.000202183 -0.000323031 0.0002546 0.00031425 7.87739e-05 0.000567639 0.000194407 0.00037084 0.000490477 -0.000214531 -0.000691832 -0.000678174 0.000737259 0.000850178 0.00053463
internal_weight=0 0.0767797 0.0743277 0.0727657 0.071288 0.0698378 0.0607346 0.0594565 0.0570148 0.0554322 0.0540941 0.0530835 0.0516024 0.047718 0.0463166 0.0379359 0.00838071 0.0367142 0.0343044 0.0177807 0.0165237 0.0164691 0.0136992 0.0126338 0.00291103 0.00568639 0.00276993 0.0142228 0.0125401 0.00910315
internal_count=3121 3098 3080 2991 2828 2781 2507 2491 2402 2322 2035 2015 2002 1691 1549 1335 214 1224 1095 739 356 648 485 401 127 178 163 330 265 274
is_linear=0
shrinkage=0.00137286


Tree=1024
num_leaves=31
num_cat=0
split_feature=31 39 42 156 151 4 150 160 1213 1374 158 148 15 128 41 16 4 52 151 1213 1 0 48 3 16 47 51 475 156 133
split_gain=0.00189378 0.00166737 0.00155286 0.00141923 0.00144129 0.00184867 0.00147855 0.0011827 0.00116989 0.00105586 0.00108553 0.00109106 0.00115402 0.00183771 0.00155233 0.00136351 0.00109736 0.00226021 0.000915138 0.000867419 0.000760633 0.000736334 0.000670854 0.000656093 0.000625268 0.000770249 0.000918211 0.000683822 0.000513987 0.00054282
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 -1.0000000180025095e-35 -0.40381499999999992 0.27287000000000006 -0.22665999999999997 -0.091944999999999985 -0.082704999999999987 0.093235000000000012 0.085900000000000018 0.10530000000000002 -0.095869999999999983 0.086435000000000012 0.078475000000000017 -0.13088499999999997 -0.49405499999999997 0.10347000000000002 -0.081519999999999981 0.039620000000000009 0.083135000000000014 -0.11756999999999999 0.086125000000000021 0.083060000000000009 -0.54165499999999989 0.096475000000000019 0.11144500000000002 -1.0000000180025095e-35 0.091255000000000017 0.10622000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 -6 22 -9 10 11 12 15 14 16 21 17 -14 20 28 -18 -10 -8 -22 -7 26 27 -26 29 -20
right_child=1 -3 3 4 5 24 7 8 9 -11 -12 -13 13 -15 -16 -17 18 -19 19 -21 23 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0014008619863237095 -0.0014007164976349985 0.0014009239525088096 -0.0014003971410313696 -0.0012113913185791214 0.0011704234458904817 0.0014006162744179761 -0.0013148463866452047 -0.0014004142659951048 -0.00032904709101254056 -0.0013844963326262775 -0.0012553012524172803 -0.0014006743757819576 -0.0013634472903028007 -0.0014005208841154657 -0.0013382747372972822 -0.0010056793660622892 -0.00098720360960794624 0.00062560438284170428 0.0006676906818151205 -0.00077239407491354122 0.00097688130642837028 0.00094244167014454112 -7.7222042310949327e-05 -0.00054776948113350839 -1.4581451259074424e-05 -0.00044904077077203902 -0.00038383404314955684 0.0012983265160895433 -0.00028366802457977988 -4.0416390953995184e-05
leaf_weight=0.0017506488438971948 0.0017690273361097289 0.0014710961251012114 0.0015384103925990536 0.0019937906179379175 0.0017421341734120679 0.0015667197549085188 0.0025105661692137451 0.0012837092525526108 0.0022581085505635201 0.001126862634791336 0.001337594541436892 0.0010281047188414041 0.0022159169136130993 0.0014120062910727418 0.0011950204826405289 0.0039579295496814373 0.0015977834463125609 0.0022655838838545606 0.019930005098694373 0.0010293545212425306 0.001208560706466244 0.0014774578385470249 0.0013053705157561879 0.0010210162135990686 0.0010267112663626676 0.0015505572455332128 0.0012542411502067807 0.003210121028281776 0.0013957929026613405 0.0023758737865540161
leaf_count=86 18 21 163 64 14 51 298 258 30 24 160 12 85 117 44 159 112 6 526 189 53 19 65 15 33 22 15 168 112 182
internal_value=0 -7.39207e-05 -0.000106023 -7.12237e-05 -3.94111e-05 -1.894e-06 -9.85094e-05 -0.000141077 -8.15661e-05 -4.5416e-05 -1.24016e-05 2.50686e-05 5.88895e-05 0.000165044 0.000229615 -0.000432965 0.000286324 -0.000357899 0.000387418 0.000486031 -0.00024978 0.000173841 -0.000891475 0.00027868 0.000600522 0.000422506 0.000668611 0.00098017 0.000540684 0.000592268
internal_weight=0 0.0690554 0.0675843 0.0658153 0.0642769 0.0622831 0.0536748 0.0519326 0.0481167 0.046833 0.0457061 0.0443685 0.0433404 0.0356469 0.0342349 0.0076935 0.0330399 0.0044815 0.0285584 0.024731 0.00382736 0.00373557 0.00381594 0.00222958 0.00860835 0.00704163 0.00549107 0.00423683 0.0237017 0.0223059
internal_count=3121 3035 3014 2996 2833 2769 2480 2466 2103 1845 1821 1661 1649 1441 1324 208 1280 91 1189 1009 180 49 363 68 289 238 216 201 820 708
is_linear=0
shrinkage=0.00140032


Tree=1025
num_leaves=31
num_cat=0
split_feature=31 39 42 156 151 4 1348 14 11 1213 1374 133 1456 123 130 13 13 403 43 16 42 52 16 16 16 48 0 131 42 2
split_gain=0.00152534 0.0014309 0.00152417 0.00117675 0.00104727 0.00122692 0.00115222 0.00158046 0.00116826 0.000991217 0.000901403 0.000853952 0.000875451 0.000820859 0.000861522 0.00081024 0.00130335 0.000849344 0.000762188 0.00157282 0.000803548 0.00078518 0.00103339 0.00210122 0.000745434 0.000736402 0.00107996 0.000707454 0.000818525 0.00117337
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 -1.0000000180025095e-35 -0.5225749999999999 0.27287000000000006 0.093335000000000015 0.076175000000000007 0.081790000000000015 -0.082704999999999987 0.093235000000000012 -0.25159999999999993 -1.0000000180025095e-35 0.088795000000000013 1.0000000180025095e-35 -0.53104499999999988 -0.39067499999999994 -0.088999999999999982 -0.074359999999999996 0.15891500000000003 0.091545000000000015 -0.085984999999999992 -0.008904999999999998 -0.071854999999999988 -0.094359999999999986 0.086260000000000017 -0.14116499999999996 0.10033500000000002 0.091735000000000025 0.10803500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 7 8 9 -6 11 -11 -13 14 15 -14 -17 -18 27 20 21 -20 23 24 25 26 -23 28 -19 -30
right_child=1 -3 3 4 5 -7 -8 -9 -10 10 -12 12 13 -15 -16 16 17 18 19 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0014573509718509407 -0.0014573034840666299 0.0014574778432900777 -0.0014569635109452253 -0.0013725858878457641 -0.0014569763161346571 0.00054775565394549306 0.0014489766163358702 -0.0013615336746762706 -0.0014569809150662258 -0.0011474007542080285 -0.0012720533979221605 -0.0010241644958784517 -0.00095267221864391645 0.0011277751783814354 -0.0011531264877849298 0.0010179698348053308 -0.00097027360290023463 0.00049472994535391729 -0.0010563444174299919 -0.0014570626546417723 -0.001092587921790364 0.0013208663374133101 0.0010312988813828961 -0.0012419342935230135 0.00098965171927962699 -0.00062630005507719128 -0.00022704600921503968 0.0013209062887900149 -0.0010615920670611358 0.00085015933110187624
leaf_weight=0.0013991811795950318 0.0017385841791792691 0.0012570639717637269 0.0012759361960918971 0.0012293334266892933 0.0010132499891528637 0.0072116675947686551 0.001003695916523383 0.0021085228078803189 0.0012564270263624158 0.001257713809483362 0.0011500216287103618 0.0014923594144926602 0.0014663499678135841 0.0016211382332897975 0.0011857134166977082 0.0033443367013887828 0.0016063823050993511 0.0083819064580281655 0.0010623080087004385 0.0016018055623894236 0.0011933859148065542 0.0016929011472939237 0.0028113361607777819 0.0021710299707038425 0.0027370086819145092 0.0020880821499762448 0.0021998657124910901 0.0015149905309499454 0.0019471686118510698 0.0010483081391576832
leaf_count=86 18 21 163 47 285 291 15 89 80 151 32 198 6 40 224 58 274 434 24 87 118 13 65 40 106 24 30 11 62 29
internal_value=0 -8.09627e-05 -0.000112975 -7.31403e-05 -4.23779e-05 -1.32638e-05 -9.59071e-05 -0.000128243 -7.15197e-05 -3.24788e-05 6.45705e-07 3.51457e-05 7.12748e-05 0.00011248 6.92265e-05 0.00010854 0.000152496 6.22047e-05 0.000116673 -8.08406e-05 5.73175e-05 0.000150275 0.000243835 4.05246e-05 0.000359899 7.17054e-05 0.000446116 0.00038566 0.000261124 -0.000392548
internal_weight=0 0.0616686 0.0604115 0.0586729 0.057397 0.0561677 0.048956 0.0479523 0.0458438 0.0445874 0.0435741 0.0424241 0.0411664 0.039674 0.0380529 0.0368672 0.0354008 0.0320565 0.0304501 0.0175577 0.0159559 0.0147625 0.0137002 0.0108889 0.00871786 0.00598085 0.00389277 0.0128924 0.0113774 0.00299548
internal_count=3121 3035 3014 2996 2833 2786 2495 2480 2391 2311 2026 1994 1843 1645 1605 1381 1375 1317 1043 507 420 302 278 213 173 67 43 536 525 91
is_linear=0
shrinkage=0.00145689


Tree=1026
num_leaves=23
num_cat=0
split_feature=160 128 376 1 43 47 11 124 156 3 2 160 3 2 16 43 133 16 1 42 12 13
split_gain=0.00026884 0.000253256 0.000270404 0.000346101 0.000473622 0.000467625 0.000269391 0.000313519 0.000256044 0.00030074 0.000562059 0.000398705 0.000312581 0.000682126 0.000261511 0.000289953 0.000239227 0.000177027 0.000136081 0.000124678 0.000117843 0.000111364
threshold=-0.26568499999999995 0.089290000000000022 0.11430500000000002 0.12337000000000002 -0.074359999999999996 0.10813000000000002 0.081790000000000015 -1.0000000180025095e-35 0.091255000000000017 0.10299500000000002 0.11411 0.092865000000000017 -0.12018999999999998 0.092365000000000017 -0.083539999999999989 -0.090299999999999991 -1.0000000180025095e-35 -0.061854999999999993 0.090540000000000023 0.081660000000000024 0.095110000000000014 0.10935500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 7 -2 9 11 20 12 21 14 16 -16 -14 -6 -17 -18 -11 -9
right_child=1 -3 -4 4 17 -7 -8 8 -10 10 -12 -13 13 -15 15 18 19 -19 -20 -21 -22 -23
leaf_value=-0.0019785877400084109 0.0019288374828867871 -0.0018273275873462603 -0.0017822855994180393 0.0032032552488130387 0.0013248419843448656 -0.002114439789409684 -0.0013119605000979809 0.0022342464957912163 -0.001484623723771101 0.0015105219880686702 -0.0010845997466499802 -0.0019182411179769819 -0.00025767302629657688 -0.0021744394336436898 0.0012594290498531753 -0.0020069516191675634 0.0011125639669191615 -0.00085427414805738658 -0.00013525477904637677 0.003000769069530292 0.0031331244009921515 0.00058828413928403906
leaf_weight=0.0010403538398280334 0.0016055569283182072 0.0010647482680437017 0.0011017279304503793 0.0012800231876410884 0.0011339500552427495 0.0014670415676398809 0.0017414897839920221 0.0012815556584237992 0.0013605430305524404 0.0019455426699295222 0.001190466290708514 0.0014906253089197472 0.0010375663536899005 0.0019140487202082834 0.0012367723570470002 0.0011671547342994157 0.0010984292726741113 0.0011187457325938501 0.0011800058946676018 0.0010176407914004315 0.0010362375835484272 0.0012045819165393823
leaf_count=258 171 175 27 86 108 104 138 81 147 60 43 202 255 353 114 440 48 62 120 81 13 35
internal_value=0 3.26667e-05 0.000104396 0.000182811 0.00131537 8.66616e-06 0.00015348 0.000282588 0.00013705 0.000268376 0.00117305 -3.05175e-05 0.000222127 -0.000126908 0.000454767 -0.000263509 0.00127105 0.000242638 -0.00106598 0.00202062 0.00207441 0.00143675
internal_weight=0 0.0286745 0.0276097 0.026508 0.00353272 0.0229753 0.0215082 0.0197667 0.0181612 0.0168006 0.00417225 0.0126284 0.0111378 0.00865162 0.00673757 0.00358393 0.00315364 0.0022527 0.00234716 0.00211607 0.00298178 0.00248614
internal_count=3121 2863 2688 2661 256 2405 2301 2163 1992 1845 116 1729 1527 1411 1058 674 384 170 560 129 73 116
is_linear=0
shrinkage=0.00388662


Tree=1027
num_leaves=23
num_cat=0
split_feature=1213 160 52 15 133 15 42 159 14 457 15 42 151 16 2 4 0 2 133 0 16 47
split_gain=0.000237969 0.000241176 0.000257189 0.000242913 0.000254911 0.00033207 0.000427468 0.000312468 0.000330004 0.000275328 0.000385754 0.000258619 0.000258151 0.000225433 0.00020109 0.00037622 0.000195482 0.000432348 0.000153683 0.00027766 0.000302474 0.000140185
threshold=-1.0000000180025095e-35 -0.26568499999999995 -0.43320999999999993 -0.24436499999999997 0.10622000000000002 -0.095869999999999983 -0.094469999999999985 0.094385000000000011 0.062655000000000016 -0.0029299999999999994 0.091650000000000023 0.080840000000000009 0.050660000000000004 -0.014754999999999999 0.10981000000000002 -0.35136499999999998 -0.20211999999999997 0.099515000000000006 -1.0000000180025095e-35 -0.062294999999999996 -0.083539999999999989 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
left_child=-1 -2 -3 13 5 16 -7 8 9 -8 12 -12 14 -4 15 -11 -5 21 -17 20 -20 -18
right_child=1 2 3 4 -6 6 7 -9 -10 10 11 -13 -14 -15 -16 18 17 -19 19 -21 -22 -23
leaf_value=-0.0018542280222585434 -0.0019356264414099912 -0.0018272883176735735 0.002662404407540855 -0.0019829177401894794 -0.0014948798526679173 -0.0013295956772969586 -0.00066369190909880426 -0.0015062822583523255 -0.0013390661081058169 -0.00061055180352108504 -0.0017645350584249515 0.00116492459937253 -0.00031608949300585991 0.00017280044446190662 0.0031464734104228913 0.00066989629105084565 -0.0019722131833026456 0.002018632189073887 0.0028826275465714053 0.0041236618076823791 0.0002280111914194541 -1.8981666529378647e-05
leaf_weight=0.0011752811212242245 0.0010126344800891465 0.001112073637387744 0.0012469524364653317 0.0015022494754362015 0.0016495324006765557 0.0019764773333066357 0.0013932209829178319 0.0010037428943161517 0.0010530860676070128 0.0011240434352046674 0.001049898441902287 0.0010018702683467495 0.0010134473343179637 0.0012281124230542019 0.0017133682669285832 0.0011264474168283271 0.0014473191445063495 0.0010479683254018823 0.0016762670706977883 0.001136249889519555 0.001293723704451577 0.0011002903650894069
leaf_count=491 231 278 180 35 316 117 131 158 36 43 66 77 48 66 97 194 132 76 87 46 186 30
internal_value=0 4.03766e-05 0.000114772 0.000198533 6.80813e-05 0.000187111 0.000470446 0.000714372 0.000878488 0.00106488 0.00128116 -0.000334092 0.00164601 0.00142708 0.00189241 0.00155439 -0.000733387 -0.000211328 0.00201945 0.00238967 0.00172628 -0.00112863
internal_weight=0 0.027909 0.0268963 0.0257843 0.0233092 0.0216597 0.0165618 0.0145854 0.0135816 0.0125285 0.0111353 0.00205177 0.00908355 0.00247506 0.0080701 0.00635673 0.00509783 0.00359558 0.00523269 0.00410624 0.00296999 0.00254761
internal_count=3121 2630 2399 2121 1875 1559 1286 1169 1011 975 844 143 701 246 653 556 273 238 513 319 273 162
is_linear=0
shrinkage=0.00412451


Tree=1028
num_leaves=22
num_cat=0
split_feature=150 160 124 123 124 484 151 49 13 1 43 4 15 3 15 1 16 1 40 13 43
split_gain=0.000249614 0.000303684 0.000264537 0.000323676 0.000513531 0.000540696 0.000375166 0.000362406 0.0002748 0.000364493 0.000425467 0.000342298 0.000358217 0.000696654 0.000621734 0.000300776 0.000463982 0.000281984 0.000269498 0.000208655 8.02161e-05
threshold=-0.22665999999999997 -0.22361499999999998 0.10281000000000001 1.0000000180025095e-35 -0.013479999999999999 -1.0000000180025095e-35 -0.090369999999999992 0.10247500000000002 -0.094514999999999988 0.10781 0.05259500000000001 -0.27825499999999997 1.0000000180025095e-35 -0.082094999999999987 -0.0063699999999999989 0.095285000000000022 -0.092124999999999985 0.11181500000000001 -0.081804999999999975 -0.0030199999999999997 -0.066504999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 -7 8 9 10 -8 -10 14 19 15 16 -13 -17 -5 -14 -19
right_child=1 2 -4 18 5 6 7 -9 11 -11 -12 12 13 -15 -16 17 -18 20 -20 -21 -22
leaf_value=0.0020319913457742316 -0.0020480469746125781 -0.0031107803514252188 0.0019569482740469392 -0.00017497198840837425 -0.0026487191021511824 -0.0020940706396967153 -0.0011610190403965072 0.0024921788174198764 -0.0019615629422767514 0.0029481829117498169 0.0019600599883340284 0.00045300329985903842 0.0017895005104914031 -0.0034538974099547161 0.0026527991519269619 0.0017393658832035104 -0.0034330172004844971 0.00034833663866638245 0.0027400752303851097 -0.00076745491876353063 -0.0013068094973271703
leaf_weight=0.001000202050207121 0.0013569530435363344 0.0010582503432701165 0.0011601986023013202 0.0010268345919239863 0.0013889585273624263 0.0013314045552377243 0.00173500154494021 0.0011623469691250934 0.0017559816094028157 0.001210526873897777 0.0013942601342655792 0.001157836938718404 0.0010032207823168432 0.0013552357531265765 0.0018688776450712825 0.0019056484902417736 0.0010253812814866592 0.0010084969872554694 0.0012381520216839794 0.0012926327161497664 0.0010660741882189129
leaf_count=30 328 59 34 98 490 125 75 128 127 100 42 73 328 317 57 76 224 51 127 191 41
internal_value=0 -0.000107548 -6.83532e-06 -9.80247e-05 -0.000249212 -0.000109415 6.45601e-05 0.000216291 6.75004e-05 0.000987909 0.000229595 -0.000229714 3.05777e-05 -0.00106204 0.000527229 -0.000117286 -0.00137212 0.000571014 0.00141853 0.00034986 -0.000502205
internal_weight=0 0.0275023 0.0261453 0.0249851 0.0227201 0.0216619 0.0202729 0.0189415 0.0177792 0.00433979 0.00312926 0.0134394 0.0116834 0.00365109 0.00803232 0.00616344 0.00218322 0.00398022 0.00226499 0.00229585 0.00207457
internal_count=3121 3091 2763 2729 2504 2445 1955 1830 1702 217 117 1485 1358 836 522 465 297 168 225 519 92
is_linear=0
shrinkage=0.004207


Tree=1029
num_leaves=20
num_cat=0
split_feature=41 2 13 13 15 49 453 12 12 12 2 16 43 160 52 1 3 52 4
split_gain=0.000221714 0.000294412 0.000196904 0.000333218 0.000225285 0.000494288 0.000246985 0.000258677 0.000494785 0.000349581 0.000303633 0.000359868 0.000376781 0.000235539 0.000291421 0.000426862 0.000252054 0.00019417 0.000118934
threshold=0.078475000000000017 -0.0091949999999999983 -0.53104499999999988 -0.23438999999999996 0.091650000000000023 -0.13878999999999997 1.0000000180025095e-35 0.092355000000000007 0.10097500000000002 0.090455000000000021 0.088850000000000012 -0.088394999999999987 -0.0037449999999999996 -0.076689999999999994 0.096795000000000006 0.080000000000000016 0.088060000000000013 -0.07167999999999998 -0.017809999999999996
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 18 6 -6 7 9 -9 10 11 -5 -13 -12 15 -15 -17 -18 -4
right_child=-2 2 3 4 5 -7 -8 8 -10 -11 13 12 -14 14 -16 16 17 -19 -20
leaf_value=0.0019519096003063003 -0.0013321333819475852 -0.0016865222473961851 0.0023289023271763631 -0.0023204785492476369 0.00032106484296643757 -0.0032537037128140471 -0.0016401368638433046 -0.0027002487445490484 0.00041763828015159904 0.002339473424615011 -0.00068702913764168171 -0.001196688558548951 0.0013112115740354072 -0.0012502295702602117 0.0024615270449288829 0.0027873810268048442 -0.00043177979239419797 0.0016422622335470691 0.00055404619947110791
leaf_weight=0.0011909291570759697 0.001839142914130675 0.0010342385334354267 0.0011620309268494111 0.0013134607737492711 0.0013445308908615061 0.0010333496344372408 0.0012409789601348633 0.0012958187586979411 0.0018905797265655888 0.0012475208524200818 0.0016388140110514815 0.0018138335659486629 0.0018058844081159193 0.0014758594736095088 0.0015082987380221624 0.0010934244635096846 0.0013992047837163568 0.0013299599027334352 0.0011200511378524026
leaf_count=158 148 33 33 256 40 427 68 306 246 126 145 490 147 163 41 124 35 59 76
internal_value=0 6.43511e-05 -2.6483e-05 4.59175e-05 -0.000104423 -0.00123241 3.63492e-05 0.000153147 -0.000850319 0.000371757 0.000188274 -0.000577833 5.45077e-05 0.000635769 0.00095425 0.000525177 0.00121064 0.00057893 0.0014578
internal_weight=0 0.0259388 0.0247478 0.0237136 0.0214315 0.00237788 0.0190536 0.0178127 0.0031864 0.0146263 0.0133787 0.00493318 0.00361972 0.00844556 0.00680675 0.00529845 0.00382259 0.00272916 0.00228208
internal_count=3121 2973 2815 2782 2673 467 2206 2138 552 1586 1460 893 637 567 422 381 218 94 109
is_linear=0
shrinkage=0.00388662


Tree=1030
num_leaves=20
num_cat=0
split_feature=1213 52 43 42 40 133 484 3 4 0 48 1 3 13 1 1 3 1 1
split_gain=0.000221692 0.000207792 0.000223787 0.000246435 0.000351436 0.000383022 0.000329632 0.000362239 0.000277764 0.000614065 0.00034796 0.000265715 0.000329812 0.000261742 0.000314181 0.000250403 0.000245274 0.000349937 0.000174742
threshold=-1.0000000180025095e-35 -0.43320999999999993 0.16180500000000003 -0.11466499999999999 -0.013874999999999998 0.095000000000000015 -0.0068949999999999992 -0.15447499999999995 -0.27825499999999997 -0.062294999999999996 0.11951500000000001 0.111945 -0.084074999999999997 -0.094514999999999988 0.10612500000000001 0.099195000000000019 0.090900000000000009 0.086560000000000012 0.11829500000000003
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 15 6 -6 -8 -9 10 11 12 -10 -14 16 -5 17 -15 -13
right_child=1 2 -4 4 5 -7 7 8 9 -11 -12 18 13 14 -16 -17 -18 -19 -20
leaf_value=-0.0016886807419115594 -0.0016204934136990362 -0.0012402099127946222 -0.0012399357822626559 0.00047980556994442209 -0.0015966767912347526 -0.0018718456943856 0.0022148982265314055 -0.0011234329095652445 -0.0019650119166908374 0.0027167096460276067 -0.0019379787334834874 0.0026063808433686815 0.0020387043390617987 0.0011500139254450668 -0.0018280318932817419 0.0027708644908517066 0.0015327189890612868 -0.001331256535046541 0.00042861133267357886
leaf_weight=0.0011157338889529181 0.001043305345816258 0.0015848001903786537 0.0016531255775917844 0.0014384065652279778 0.0012659971846579179 0.0012917201284448057 0.0014868612108749268 0.0018878057034790114 0.0010382693789217044 0.0015205160440672416 0.0010614652861420373 0.0011018103552089551 0.001104993248874921 0.0015182014768464463 0.0010938547301364565 0.0013359537158823542 0.0018477722362177929 0.0018080495917889294 0.0010398001976108517
leaf_count=491 278 106 183 62 325 371 77 68 264 78 30 40 41 192 35 216 51 138 75
internal_value=0 4.57171e-05 0.000115032 0.000210648 0.000315921 0.00013155 0.000277135 0.000420825 0.000243256 0.000439685 0.00014158 0.000350756 4.56576e-05 0.000328806 2.736e-05 0.00158303 0.000419614 -0.00019873 0.00154902
internal_weight=0 0.0261227 0.0250794 0.0234263 0.0218415 0.0190671 0.0177754 0.0165094 0.0150225 0.0131347 0.0116142 0.0105528 0.00841114 0.00737287 0.00626788 0.00277436 0.00517402 0.00332625 0.00214161
internal_count=3121 2630 2352 2169 2063 1785 1414 1089 1012 944 866 836 721 457 416 278 381 330 115
is_linear=0
shrinkage=0.00381041


Tree=1031
num_leaves=31
num_cat=0
split_feature=31 39 1348 14 42 156 151 1 43 13 16 4 151 16 4 157 3 4 15 159 3 52 3 1 403 151 43 13 11 2
split_gain=0.00217225 0.00147457 0.00136147 0.00132946 0.00121985 0.00120211 0.001183 0.00120414 0.00114273 0.000955652 0.000800119 0.0013698 0.000771032 0.00083942 0.00112283 0.000913094 0.000796799 0.000767633 0.000881361 0.00075248 0.00108609 0.00104306 0.00124069 0.00114331 0.00102621 0.000682798 0.000661571 0.000656802 0.000797859 0.000647678
threshold=-1.0000000180025095e-35 0.16946000000000003 0.10621500000000002 0.078320000000000015 -0.26584999999999998 -1.0000000180025095e-35 -0.40381499999999992 0.10089500000000001 0.26746000000000009 -0.073839999999999975 -0.40995499999999996 0.40473500000000007 -0.10007499999999998 0.062650000000000025 0.066685000000000008 -0.056799999999999996 -0.10519499999999998 0.033845000000000007 -0.14601999999999996 0.091530000000000014 -0.12018999999999998 0.11434500000000002 0.090900000000000009 0.090540000000000023 -1.0000000180025095e-35 -0.033849999999999991 -0.077044999999999988 0.14871000000000004 0.080320000000000016 0.092365000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -7 19 9 10 11 -9 -11 15 -15 -14 -17 -18 -19 20 27 22 23 24 -22 -26 -25 28 -8 -27
right_child=1 -3 -4 -5 5 6 7 8 -10 12 -12 -13 13 14 -16 16 17 18 -20 -21 21 -23 -24 26 25 29 -28 -29 -30 -31
leaf_value=0.0014010761167498713 -0.0014005968989864851 0.0014009036333197632 0.0013986589290767614 -0.0012351043470551779 -0.0014003937680477881 -0.0012137654656160408 0.0011020279529943824 -0.00076940689032069611 -0.0011382714962354624 0.0013228788089705596 0.0012048221030232511 0.0014004107070290212 0.0014005886947757199 -0.0013828218806596869 0.00050591658325135533 0.00074678291844917834 0.00056584873646064906 0.00027310993336848163 -0.00098646584688407302 -0.00095910477989632971 -0.0011617196957263939 -0.00122049552509118 0.00038858139557463776 -8.6466943317725455e-05 -0.00090095098281638337 0.00034574508897424529 -0.0014005509537004081 -0.00016297617268090994 -0.00025721490973192512 -0.00042020889623664478
leaf_weight=0.0020699738781360102 0.0013369401219307511 0.0013333265362263083 0.0011863425633862326 0.0020129828940653729 0.0012605576695285938 0.0015773024502294666 0.0031446364199325593 0.0013253639897357061 0.0010586315112419689 0.0010188118386338365 0.0038470320156918066 0.001001700854532217 0.0011726512293535061 0.0015967592113952387 0.0010060711932453614 0.0025726918280106767 0.0019302926870778973 0.0018031205036557205 0.0027517749613252809 0.0020925997330394344 0.0017198943259320041 0.0019110776814748034 0.0062752262038543441 0.0010480972080699757 0.0014615799090385026 0.0073763758888698641 0.0026524785298001055 0.0025308414917333266 0.0011588818463224015 0.0030639178129447942
leaf_count=86 17 21 18 87 159 62 43 21 22 16 148 71 21 88 23 46 59 37 43 188 541 289 69 46 125 386 120 27 30 212
internal_value=0 -5.63533e-05 -8.72463e-05 -0.000115813 -7.80692e-05 -4.77713e-05 -1.79092e-05 1.60643e-05 0.000279611 0.000354563 0.000812757 0.000164606 0.00015034 5.72547e-05 -0.000652768 0.000237897 8.7373e-05 -0.000174217 -0.000487845 -0.000145305 -9.26519e-05 -0.000225475 -0.000144892 -0.00033815 -0.00015064 -4.53304e-06 -0.00102837 0.0004031 0.000736001 0.00012096
internal_weight=0 0.064228 0.0628946 0.0617083 0.0596953 0.0583584 0.0570978 0.0555205 0.0210849 0.0200263 0.0061741 0.00232706 0.0138522 0.0128334 0.00260283 0.0102305 0.00905788 0.00648519 0.0045549 0.0344356 0.032343 0.0255086 0.0235976 0.0173223 0.0136218 0.0119019 0.00370058 0.00683436 0.00430352 0.0104403
internal_count=3121 3035 3014 2996 2909 2892 2733 2671 595 573 240 92 333 317 111 206 185 139 80 2076 1888 1788 1499 1430 1264 723 166 100 73 598
is_linear=0
shrinkage=0.00140032


Tree=1032
num_leaves=21
num_cat=0
split_feature=14 52 157 151 1 47 43 42 13 1 160 2 2 4 3 12 1 4 0 51
split_gain=0.000222743 0.000237898 0.000294351 0.000305216 0.000386037 0.000349086 0.000370264 0.000393719 0.000271365 0.000230483 0.000291538 0.000309285 0.000278648 0.000259853 0.000305939 0.000259813 0.000228294 0.000220678 0.000193844 9.35451e-05
threshold=0.076175000000000007 -0.24456499999999998 -0.072409999999999988 0.08357500000000001 0.13559000000000002 0.11893500000000001 -0.14968999999999996 -0.0060199999999999993 0.18141000000000002 0.094465000000000007 0.086870000000000017 0.10527500000000002 0.090425000000000019 0.055260000000000011 0.11924500000000002 0.092465000000000006 0.090540000000000023 -0.077679999999999985 -0.026509999999999995 0.084305000000000019
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 16 4 5 6 8 -8 -4 10 11 12 17 19 15 -15 -3 -9 -1 -11
right_child=-2 2 3 -5 -6 -7 7 9 -10 13 -12 -13 -14 14 -16 -17 -18 -19 -20 -21
leaf_value=-0.0019112692665724693 -0.001662618879345867 0.00034650669276707055 0.0022188884772702355 0.0018340084769996208 0.0019540831499365867 -0.0023852346390109162 -0.0023797481389885495 0.00067319568770398612 1.7357427383003042e-05 0.0022233546486472794 -0.0020830432978033546 -0.0019023429147138017 0.0013180933352523205 0.0016191334985046386 -0.0018294046597112268 -0.0008656739812703296 0.0027078210033484825 -0.0017152871329283892 0.00018738723023646025 0.00064251111034760943
leaf_weight=0.0015329642811215405 0.0011510288356681988 0.0012845850910694337 0.0015396934732052571 0.001276210599574056 0.0012572061850151242 0.0010285456184320188 0.0012837809662489272 0.0010215663389324618 0.0017221928529327357 0.0010920678705090836 0.0015621563211603018 0.0012258452520943486 0.0019726444555602241 0.0013954134904339277 0.0011742411199868741 0.0010868209282932639 0.0011065499168383397 0.0012474887403559707 0.0010958079639991061 0.0010819156895518489
leaf_count=258 101 214 87 71 149 66 569 274 96 119 117 85 223 103 29 35 95 273 92 65
internal_value=0 5.03179e-05 0.00017262 2.81745e-05 -8.88615e-05 -0.000228188 -0.000100724 -0.000367612 0.00105654 -0.000166748 -0.000631318 -0.000216539 0.000270656 0.000393376 -0.000226894 0.000531186 0.00143926 -0.000639952 -0.00103644 0.00143662
internal_weight=0 0.0259877 0.0233589 0.0209678 0.0196916 0.0184344 0.0174058 0.0141439 0.00326189 0.0128602 0.0070297 0.00546754 0.0042417 0.00583046 0.00365648 0.00248223 0.00239114 0.00226906 0.00262877 0.00217398
internal_count=3121 3020 2670 2361 2290 2141 2075 1892 183 1323 972 855 770 351 167 138 309 547 350 184
is_linear=0
shrinkage=0.00381041


Tree=1033
num_leaves=21
num_cat=0
split_feature=1213 44 15 15 1348 51 1 52 52 133 16 4 0 457 0 15 2 3 16 48
split_gain=0.000189491 0.000194987 0.000275699 0.000258433 0.000211732 0.000285797 0.000222197 0.000275506 0.000217216 0.000341986 0.000473454 0.000215645 0.000313554 0.000306634 0.000319543 0.000360999 0.000194505 0.000163699 0.00015164 5.86008e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.15026499999999995 -0.11713499999999999 0.084370000000000014 -0.40274499999999996 0.12873500000000002 0.11434500000000002 -0.160465 0.10622000000000002 0.19444000000000003 -0.35136499999999998 -0.071924999999999989 -0.0029299999999999994 -0.10607499999999999 0.083935000000000023 0.079055000000000014 0.090900000000000009 -0.14322499999999996 0.091545000000000015
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 -4 5 -5 7 8 -7 10 11 -10 13 -13 16 -16 -15 -18 -2 -19
right_child=1 -3 3 4 -6 6 -8 -9 9 -11 -12 12 -14 14 15 -17 17 19 -20 -21
leaf_value=-0.0015684271006693418 0.0020962876914443888 -0.0014989299013498023 -0.0018234978011480239 -0.0019982945760822837 0.0017582218935033042 -0.0013140750453225708 0.0013747467003570575 -0.0014801200118624281 -0.0014072390448011864 -0.0017815925643716148 0.0025727691060283523 -0.0017839941404198438 0.0021381156221031887 0.0024374272904823836 -0.0018949492906909697 0.00081185737397007878 -0.0003389028111413568 0.00065178260205811674 0.00035336717888460813 0.001947882697228091
leaf_weight=0.0011008242939117832 0.0014432235100607649 0.0011331212180039065 0.0011073868901247908 0.0010076954472120194 0.0010205083283043584 0.0013931466226326733 0.001756326721217504 0.001750655740758277 0.0011101340431203211 0.0010879190188723973 0.0013542971427948922 0.0010905881699297985 0.0012617717504044513 0.0010490151368642816 0.0015218784153908614 0.0013499256558678896 0.0015952445591329578 0.0010238444590626727 0.0014559194872836257 0.0010023376262608963
leaf_count=491 190 60 111 105 69 294 57 336 45 238 46 111 98 20 329 241 95 36 127 22
internal_value=0 4.62268e-05 0.000118036 -3.08129e-05 6.66187e-05 -2.25735e-05 8.5941e-05 -5.04942e-05 0.000118156 0.000266539 0.000446829 0.0001852 0.000363865 0.000104541 0.000377618 -0.000622583 0.000992631 0.000574118 0.00122101 0.00129295
internal_weight=0 0.0255149 0.0243818 0.0214827 0.0203753 0.0193548 0.0183471 0.0165908 0.0148401 0.013447 0.012359 0.0110047 0.00989461 0.00863283 0.00754225 0.0028718 0.00467044 0.00362143 0.00289914 0.00202618
internal_count=3121 2630 2570 2253 2142 2073 1968 1911 1575 1281 1043 997 952 854 743 570 173 153 317 58
is_linear=0
shrinkage=0.00381041


Tree=1034
num_leaves=31
num_cat=0
split_feature=31 39 42 156 151 1348 14 1456 401 43 123 124 3 16 456 34 1374 156 52 484 403 158 1374 0 130 43 160 43 43 43
split_gain=0.00225552 0.00171167 0.00142885 0.00117453 0.00106968 0.00119443 0.00155912 0.00111662 0.00112563 0.000999157 0.000936316 0.000837684 0.00104408 0.000803262 0.000790546 0.000837562 0.000680487 0.000699004 0.00108193 0.000885474 0.00146628 0.000772664 0.000683788 0.000982269 0.000610539 0.00128001 0.00103329 0.000816382 0.000679541 0.00068691
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 -1.0000000180025095e-35 -0.5225749999999999 0.090205000000000021 0.076175000000000007 -1.0000000180025095e-35 0.10076500000000001 0.39192500000000002 1.0000000180025095e-35 -1.0000000180025095e-35 0.30112000000000005 -0.54165499999999989 0.084065000000000015 -0.021334999999999996 0.093235000000000012 0.091255000000000017 -0.07167999999999998 0.085130000000000011 -0.092474999999999988 0.087355000000000016 -0.094929999999999987 -0.23001499999999997 -0.0015749999999999998 -0.15582499999999996 -0.090969999999999981 -0.091274999999999981 -0.074359999999999996 -0.0037449999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 7 -6 9 10 11 -9 13 -13 15 -15 17 19 -19 20 -17 22 -22 -24 -25 -26 -27 -28 -29 -30
right_child=1 -3 3 4 5 -7 -8 8 -10 -11 -12 12 -14 14 -16 16 -18 18 -20 -21 21 -23 23 24 25 26 27 28 29 -31
leaf_value=0.0012689260391063242 -0.0012686384487489062 0.0012689788017137551 -0.0012683753843380993 -0.0012094137845794315 -0.0009697041222272105 0.0012086309512512237 -0.0011048829213236846 -0.00081273558382675048 -0.0012229879659817853 -0.0011023146115171595 0.00065418704037962161 0.0010959551516670682 0.0012683872466603071 -0.00099848538636524656 -0.00090727304517004338 -0.001262709436862265 -0.00085959901591058975 -0.001079366755930909 0.00044848470556983517 0.00077299911643380847 -0.00053826526333996107 -0.0008864774922953528 0.00099536434763252465 -0.00045816748334625911 0.00085122256789727348 -0.00099816532933991544 -0.00078414993426547362 0.00076970452859922598 -0.00082052167078835916 0.00020821543048530304
leaf_weight=0.0020922132576064447 0.0016442971901398087 0.0015000938920053377 0.0012878312856834375 0.0012399342068150068 0.0018590947578744901 0.0012477223234554904 0.0021511866651380265 0.0018119288194853303 0.0011273010672763198 0.0011659058448891804 0.0042586636283861159 0.0011185838801566058 0.0011340738978660161 0.001210850507959548 0.0014682159189316471 0.0012412135458381704 0.001219913891723933 0.0018773567896315235 0.0012367182116879141 0.0033640768891736164 0.0019623636544565662 0.001126149779174134 0.0024940588245953915 0.0023272309383135506 0.0042383900808005094 0.0013336236376240143 0.0013449700296153068 0.0031630565492557451 0.0011562753666369786 0.010762588514480028
leaf_count=86 18 21 163 47 233 33 93 45 148 92 186 34 88 17 127 314 36 134 60 110 14 90 13 169 42 122 54 88 146 298
internal_value=0 -6.96177e-05 -0.000102229 -7.02263e-05 -4.39136e-05 -1.87376e-05 -4.60094e-05 -3.82928e-06 3.06075e-05 5.83081e-05 8.54529e-05 3.23281e-05 6.7303e-05 3.53627e-05 6.79425e-06 4.02962e-05 7.26739e-05 0.000102898 -0.000472599 0.000154824 8.80628e-05 0.00014412 0.000184443 0.000237322 0.000159603 0.000224956 7.5503e-05 0.000162669 0.000247104 0.000108415
internal_weight=0 0.0630737 0.0615736 0.0599293 0.0586414 0.0574015 0.0561538 0.0540026 0.0521435 0.0510162 0.0498503 0.0455916 0.0437797 0.0426456 0.0415271 0.0400588 0.038848 0.0376281 0.00311408 0.034514 0.0311499 0.0299087 0.0287826 0.0268202 0.0243261 0.0219989 0.0177605 0.0164269 0.0150819 0.0119189
internal_count=3121 3035 3014 2996 2833 2786 2753 2660 2427 2279 2187 2001 1956 1868 1834 1707 1690 1654 194 1460 1350 1036 946 932 919 750 708 586 532 444
is_linear=0
shrinkage=0.00126831


Tree=1035
num_leaves=31
num_cat=0
split_feature=39 9 42 156 151 4 150 1456 11 401 160 50 40 403 2 160 0 43 15 151 457 48 16 47 14 3 49 0 49 2
split_gain=0.00149364 0.00134507 0.00127436 0.00109516 0.00105598 0.00148463 0.00120455 0.000898915 0.000933918 0.000977472 0.000800205 0.000853643 0.000748381 0.000645746 0.000644622 0.00105947 0.000949754 0.00143734 0.000888722 0.000966978 0.000715405 0.000562595 0.000516311 0.000954716 0.000688821 0.00046364 0.000714063 0.000691413 0.000593669 0.000689163
threshold=0.16946000000000003 -0.036024999999999995 -0.26584999999999998 -1.0000000180025095e-35 -0.40381499999999992 0.27834500000000006 -0.22665999999999997 -1.0000000180025095e-35 0.081790000000000015 0.10076500000000001 -0.091944999999999985 0.10030500000000002 0.097265000000000018 0.088465000000000002 0.08839000000000001 0.083670000000000008 -0.13455999999999999 -0.074359999999999996 0.095175000000000023 0.15288500000000002 -0.0029299999999999994 0.086125000000000021 -0.54165499999999989 0.096475000000000019 -0.45687499999999998 -0.116045 -0.047584999999999995 -0.10324499999999999 -1.0000000180025095e-35 0.096540000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6 -8 9 10 21 12 13 14 15 16 -12 -18 20 -20 -16 -9 -7 24 -24 -22 27 -27 -28 -30
right_child=-2 2 3 4 5 22 7 8 -10 -11 11 -13 -14 -15 18 -17 17 -19 19 -21 25 -23 23 -25 -26 26 28 -29 29 -31
leaf_value=0.0014007945330390037 0.0014009089502549528 -0.0014006477028009091 -0.0014003766628286596 -0.0011957695965089995 0.001158596710957043 0.0014005389515234204 -0.0011403930037380751 -0.0012590496526265142 -0.0012838568976999165 -0.0013736173189707233 0.00082868874759438305 0.00086084944182864497 -0.0010483079547697154 -0.0010632188699645298 -0.00052490587159740047 -0.0013191557835466551 0.00019658217128671021 -0.0010503957330816062 -0.0011296899904696617 0.00058007647667732989 0.0010046164458729924 7.259548033905158e-05 0.00024928512997691527 -0.00073287793687129891 0.0013660236202878164 0.0011327239034205742 -0.00066879835610285116 -0.00014096251861972172 -0.00043649311330061025 0.00057593493430459393
leaf_weight=0.0012191206145706337 0.0014195280894142561 0.0014094004713101063 0.0011543203279100736 0.0014585509135187627 0.0014792627541737593 0.0013303269998914402 0.0016492859111916216 0.001638883088427078 0.0012360310228842755 0.0010601033171231391 0.0019950066557612332 0.0023500732033800978 0.0013138153909721942 0.0010243551062605319 0.0016551657260777111 0.0014423578695872416 0.0050254016705766364 0.0028351588306416813 0.0017776552953048244 0.0010212707625214534 0.0024328238905582103 0.001002766551024159 0.0025728892942140646 0.0011092368902421157 0.0018704475519797361 0.003160948609142622 0.0016199285158720045 0.0011361098494120361 0.0018617227867556742 0.0045175710971321337
leaf_count=89 23 18 163 64 14 51 248 216 97 154 28 147 18 131 51 84 213 421 108 5 32 56 54 21 146 58 24 42 161 184
internal_value=0 -5.37973e-05 -8.65511e-05 -5.14281e-05 -2.1238e-05 1.29432e-05 -8.32184e-05 -0.000127211 -8.55468e-05 -4.74427e-05 -1.02609e-05 4.55699e-05 -1.28094e-05 3.03721e-05 6.71235e-05 -0.00019823 -3.41832e-05 -0.00025318 0.000223403 -0.000505831 0.000347979 -0.000753559 0.000616992 0.000429265 0.000719382 0.000446068 0.000335559 0.000795971 8.82326e-05 0.00028047
internal_weight=0 0.05536 0.0541409 0.0527315 0.0515771 0.0501186 0.0432357 0.0417564 0.0401071 0.0388711 0.037811 0.0351694 0.0328193 0.0315055 0.0304811 0.0112979 0.00985557 0.00786056 0.0191832 0.00279893 0.0163843 0.00264165 0.0068829 0.00555257 0.00444334 0.0147291 0.0122963 0.00429706 0.00799922 0.00637929
internal_count=3121 3098 3009 2991 2828 2764 2492 2478 2230 2133 1979 1707 1560 1542 1411 746 662 634 665 113 552 272 272 221 200 501 469 100 369 345
is_linear=0
shrinkage=0.00140032


Tree=1036
num_leaves=20
num_cat=0
split_feature=1 0 133 48 147 133 13 15 475 1 1 47 2 42 3 4 1 3 0
split_gain=0.000204542 0.000355469 0.000290098 0.000282038 0.000566851 0.000307257 0.000319377 0.0004497 0.000303256 0.000336116 0.000296391 0.000263881 0.00031711 0.000223691 0.000222086 0.000221291 0.000213546 0.000193507 0.000139505
threshold=0.077565000000000009 -0.059114999999999994 0.083950000000000011 -0.086869999999999989 1.0000000180025095e-35 0.048520000000000008 -0.094514999999999988 0.024640000000000006 -1.0000000180025095e-35 0.086560000000000012 0.094465000000000007 0.092530000000000015 0.11389000000000002 -0.098769999999999983 -0.078934999999999991 -0.49405499999999997 0.12337000000000002 -0.0080949999999999998 0.062580000000000011
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 -2 5 6 14 8 -8 -10 -11 12 17 -13 -5 -3 -15 -12 -17
right_child=3 15 -4 4 -6 -7 7 -9 9 10 11 13 -14 16 -16 18 -18 -19 -20
leaf_value=-0.0027161608124692182 -0.0015732469089338196 -0.0010058002189638701 -0.00040931878091419788 -0.00025353094003695113 0.002863703080845964 0.0016685110073336388 -0.0018980881074276029 -0.0024887054418971165 0.0020238399002426668 -0.0016187667376747249 0.00051425148013579491 0.00090345432530215288 -0.00066115788391155419 -0.0021427935060011082 0.0019091457233635385 -0.00023480801953414769 0.00013986134667194242 0.0027098806348221155 0.0014676260235434776
leaf_weight=0.0015306495468489492 0.0012340446557743681 0.0015704826978608644 0.001639070410773158 0.0011098038725769754 0.0011792785003432718 0.0016981909066475778 0.0011724624756821464 0.0012371716060504143 0.0012201747434819098 0.0015554808747211268 0.0010314184464252927 0.0011034972514423202 0.0011818567476682418 0.0013895260496035178 0.0018200169707824872 0.0011828166287557451 0.0010407378263153078 0.0013399392381083777 0.001708066016767873
leaf_count=794 58 35 666 68 86 279 187 221 46 93 86 9 79 78 136 101 27 32 40
internal_value=0 -0.000547618 -0.00152329 0.000189226 0.000309526 0.000131299 -4.04199e-05 -0.000310275 -6.60455e-05 0.000151746 -0.000112563 0.000218025 0.000951277 -0.000519262 0.00108993 0.000145578 -0.00116527 0.0017549 0.000771068
internal_weight=0 0.00763109 0.00316972 0.0193136 0.0180796 0.0169003 0.0152021 0.0122723 0.0110351 0.00986263 0.00864246 0.00708698 0.00355321 0.00353376 0.00292982 0.00446137 0.00243026 0.00237136 0.00289088
internal_count=3121 1636 1460 1485 1427 1341 1062 858 637 450 404 311 197 114 204 176 105 118 141
is_linear=0
shrinkage=0.00381041


Tree=1037
num_leaves=31
num_cat=0
split_feature=31 39 42 156 453 1348 14 15 401 1456 43 376 158 133 3 11 4 1 1374 1 1447 13 1 0 49 0 42 15 2 4
split_gain=0.0016373 0.00152876 0.00155546 0.0012245 0.00116508 0.00123059 0.00179451 0.00115214 0.00110663 0.000945981 0.000926392 0.00144298 0.00093545 0.000740388 0.000894222 0.0011835 0.00110698 0.000967385 0.000944533 0.000877623 0.000674965 0.000748949 0.00127673 0.000900687 0.000763047 0.000747071 0.00193079 0.00110824 0.00117505 0.000871837
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 -1.0000000180025095e-35 0.10218000000000001 0.090205000000000021 0.076175000000000007 -0.47006499999999996 0.10076500000000001 -1.0000000180025095e-35 0.24789500000000006 0.088470000000000007 0.094850000000000004 0.095000000000000015 -0.12018999999999998 0.082245000000000013 -0.49405499999999997 0.10752500000000002 0.093235000000000012 0.090405000000000013 -1.0000000180025095e-35 -0.084034999999999985 0.08844500000000001 -0.084044999999999995 0.10542000000000001 -0.10607499999999999 0.088200000000000014 -0.11713499999999999 0.081685000000000021 0.033845000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 -5 9 -9 11 12 13 14 15 -11 -16 -17 20 -15 -18 22 23 -22 25 27 -27 -23 -29 -30
right_child=1 -3 3 4 -6 -7 -8 8 -10 10 -12 -13 -14 19 16 17 18 -19 -20 -21 21 24 -24 -25 -26 26 -28 28 29 -31
leaf_value=0.0014008527095980467 -0.0014007555898247431 0.0014009306419351161 -0.00140039119812633 0.0014004504351698482 -0.0012336220797350829 0.001355889225094345 -0.0012204199498272062 -0.00095591926981308047 -0.0013606246944073248 0.0008600741812665564 -0.00075402389976309046 0.0013816905123495511 -0.0012023919599202263 -0.00089506260622434792 -0.0013416825381644426 -0.0010779577067059462 -0.00096262604652345865 0.00063495198993409761 -0.0011452726081302711 0.0004322506785164852 -0.00065861012649905939 -0.00085582344269855297 0.0010057211074935867 0.00059010619968837073 0.00083296463002108917 -0.0010105041100894182 0.00044877500750155108 0.0013548121561131926 0.00035984779562269322 -0.00077359789160535899
leaf_weight=0.0015225316218234744 0.0017508150061331653 0.0013607343320529699 0.0013136436482019667 0.0011573808443223746 0.0015477885528269999 0.0012786810083866831 0.0023928652258007324 0.0018877809207125109 0.0011666092313067358 0.006324600588349924 0.0026466134700093838 0.0016553109955204084 0.0011383201339594242 0.0029902864346675875 0.001108507311698744 0.0013595371638643883 0.0010734263060534479 0.001232755657611051 0.0011853118371334395 0.0014507207655327647 0.0022628873854646514 0.0017839087246045446 0.0047454172247114457 0.0022677638418073798 0.0020369983127792582 0.0043680023066215322 0.0029983543367215759 0.0018314145809199371 0.0059483893383784903 0.0017142118301762821
leaf_count=86 18 21 163 69 18 35 94 232 146 83 157 37 93 301 50 56 100 37 34 91 241 29 121 37 53 470 142 8 70 29
internal_value=0 -6.79428e-05 -9.88744e-05 -6.26179e-05 -3.4068e-05 -3.12685e-06 -3.27169e-05 1.77319e-05 -1.12716e-05 1.7874e-05 5.31428e-05 9.63204e-05 5.18275e-05 8.24107e-05 0.000139592 0.000533464 3.42004e-05 -0.00026339 8.15425e-05 -0.000461476 0.000128404 0.000167498 0.000498102 -3.358e-05 1.92138e-05 -6.96933e-05 -0.000416529 0.000156848 0.000347127 0.000106283
internal_weight=0 0.065979 0.0646183 0.0628675 0.0615538 0.0600061 0.0587274 0.0563345 0.0551771 0.0540105 0.0521227 0.0494761 0.0478208 0.0466825 0.0422415 0.00891689 0.0333246 0.00259229 0.0322161 0.00444101 0.0310308 0.0299573 0.00927607 0.00453065 0.0206813 0.0186443 0.00736636 0.0112779 0.00949402 0.0076626
internal_count=3121 3035 3014 2996 2833 2815 2780 2686 2617 2471 2239 2082 2045 1952 1560 176 1384 93 1334 392 1300 1200 399 278 801 748 612 136 107 99
is_linear=0
shrinkage=0.00140032


Tree=1038
num_leaves=31
num_cat=0
split_feature=31 39 42 151 4 150 160 41 158 1374 148 147 14 15 128 4 52 156 16 484 403 50 47 403 1 3 52 2 4 43
split_gain=0.00191959 0.00166521 0.00137601 0.00133252 0.0017931 0.00182118 0.00159129 0.0014042 0.00119021 0.00105615 0.00105222 0.0011236 0.00153261 0.00116608 0.00179304 0.00129871 0.00190902 0.00112864 0.00108866 0.000931709 0.00135063 0.000832672 0.000837047 0.000786537 0.00139393 0.000749591 0.000747275 0.00109559 0.00120696 0.00108397
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 -0.40381499999999992 0.27834500000000006 -0.22665999999999997 -0.091944999999999985 0.078475000000000017 0.085900000000000018 0.093235000000000012 0.10530000000000002 0.094075000000000006 0.077685000000000018 -0.095869999999999983 0.086435000000000012 -0.49405499999999997 0.10347000000000002 0.10499000000000001 -0.096824999999999981 0.073690000000000019 -1.0000000180025095e-35 0.11875500000000001 0.10954500000000002 0.035175000000000005 0.08844500000000001 0.11924500000000002 -0.088204999999999992 0.10803500000000001 0.033845000000000007 -0.074359999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 -7 8 9 10 11 12 13 18 15 16 -15 19 -8 20 -17 22 25 26 -25 -6 29 -28 -29 -22
right_child=1 -3 3 4 21 6 7 -9 -10 -11 -12 -13 -14 14 -16 17 -18 -19 -20 -21 23 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=0.001149217841125282 -0.001149016344453027 0.0011492449384063166 -0.00099326496419818765 0.0009537953375434459 0.00099863907774711252 -0.0007940072096677814 3.4641003262732059e-06 -0.0010228615796646597 -0.0010349542667100913 -0.001139803260090331 -0.0011490572161235104 0.0010723695703526396 -0.0010506039890705286 -0.0011201590013538223 -0.0011489097533277182 -0.00081578678814913231 0.00043779415162239517 -0.00087915154176292391 -0.0008926945809327563 0.0008606163656579627 0.00045947734325957204 -0.00045169363223725195 -0.00023049908219651861 -0.0011488375333585797 0.00050295476829567351 0.00012437024799819932 0.00070310759739610471 0.0004179003113641786 -0.00086911995610202341 -0.0006769620123850018
leaf_weight=0.0017644923697446293 0.0015796392641931325 0.0014630928989447503 0.0019796768527200461 0.002042095095930562 0.0046009792283445705 0.0046503086033551346 0.0042921042479608928 0.0020514705174150541 0.0015749872595129935 0.0010853874352534367 0.0010165967803459344 0.001331339424154975 0.001755074033901848 0.0022805358064488098 0.0013809848485033518 0.0015086122749932143 0.0019047757668886334 0.0010793235883297383 0.0030671803433559566 0.0036327756520009294 0.0025954068250406692 0.0011973781820415752 0.0013908436726879359 0.0012739697095707206 0.0014320048314004907 0.0018006244968660212 0.01091435673477827 0.0032286411411135427 0.0013693708710356134 0.0019320937117654991
leaf_count=86 18 21 64 14 174 391 87 85 169 22 12 24 35 117 137 480 6 79 125 113 104 14 23 184 29 69 316 62 12 49
internal_value=0 -6.36668e-05 -8.90369e-05 -6.45465e-05 -3.68528e-05 -0.000111567 -0.000150867 -9.18851e-05 -5.26322e-05 -1.97705e-05 6.65988e-06 3.27812e-05 1.07137e-06 4.51314e-05 0.000133607 0.000187032 -0.000411119 0.000273458 -0.000370034 0.000318067 0.000236806 0.000440189 0.000577235 0.000306618 -0.000274707 0.000752727 0.000385115 0.000504956 3.46025e-05 -2.54938e-05
internal_weight=0 0.0714116 0.0699485 0.0683689 0.0663892 0.0573994 0.0553573 0.050707 0.0486555 0.0470805 0.0459951 0.0449785 0.0436472 0.0418921 0.0345329 0.0331519 0.00418531 0.0289666 0.00735928 0.0278872 0.0242545 0.00898983 0.00779245 0.0227458 0.00270597 0.0064016 0.0200399 0.0155124 0.00459801 0.0045275
internal_count=3121 3035 3014 2996 2932 2652 2638 2247 2162 1993 1971 1959 1935 1900 1688 1551 123 1428 212 1349 1236 280 266 756 213 243 543 390 74 153
is_linear=0
shrinkage=0.00114875


Tree=1039
num_leaves=21
num_cat=0
split_feature=14 1 4 133 2 4 159 13 52 39 50 48 49 151 16 48 47 43 2 15
split_gain=0.000227315 0.00020554 0.000384894 0.000348858 0.000322176 0.000513915 0.000313193 0.000377869 0.00022149 0.000265541 0.000329789 0.000400475 0.000338419 0.00045893 0.00040054 0.000261394 0.000286759 0.000202941 0.00018812 6.49418e-05
threshold=0.076175000000000007 1.0000000180025095e-35 -0.012509999999999999 0.087415000000000007 0.10672500000000001 -0.49405499999999997 0.076905000000000015 -1.0000000180025095e-35 -0.24456499999999998 0.084405000000000008 0.10124500000000002 0.11951500000000001 0.082865000000000008 -0.081779999999999978 -0.056919999999999991 0.086260000000000017 0.09364500000000002 -0.079109999999999986 0.088930000000000023 -1.0000000180025095e-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 4 -4 5 -1 8 -8 -3 10 11 12 13 -10 15 16 17 -15 -7 -19
right_child=-2 6 3 -5 -6 18 7 -9 9 -11 -12 -13 -14 14 -16 -17 -18 19 -20 -21
leaf_value=-0.0031356247968633896 -0.0019000802005947914 -0.0012629667742839281 -0.0038967879826621778 -0.00034208577168824353 0.0018064698144298719 -0.0010045482334600573 0.0032483634646816154 -0.00016668361519161303 0.0028622437507394211 0.0018939922060106614 -0.0019539576350204413 -0.0020380927120066468 0.0027515568868267059 1.2452518855317213e-05 -0.0018717097548014924 -0.0010503384553093304 -0.0010230275906475213 0.0029725197017302172 0.0011865872400479026 0.0015576811546399443
leaf_weight=0.0010594597551545331 0.0011385040724176667 0.00197047289455021 0.001025530397298525 0.0010081345083005067 0.0014251065569212962 0.0011798540092252674 0.0013512143693064083 0.0010683150254076059 0.0011207938376820445 0.0016441329433711785 0.00133777363710852 0.0012059947160878446 0.0011668369574238122 0.0010649403736096054 0.0017662955390984622 0.0015782160066635242 0.0010159432246688027 0.0011942099680295496 0.0018572754133667768 0.0011953401928161932
leaf_count=27 101 169 387 234 116 535 184 91 63 186 168 28 41 56 170 41 26 57 308 133
internal_value=0 5.851e-05 -0.000538717 -0.00213464 4.90688e-05 -0.00056229 0.00030006 0.00174049 8.57327e-05 0.000271701 6.07893e-05 0.000299128 0.000578134 0.000294327 -7.39556e-05 0.000451015 0.000981045 0.00157043 0.000335382 0.00226477
internal_weight=0 0.0262358 0.00755536 0.00203366 0.0055217 0.00409659 0.0186805 0.00241953 0.016261 0.0142905 0.0126463 0.0113086 0.0101026 0.00893574 0.00781495 0.00604865 0.00447043 0.00345449 0.00303713 0.00238955
internal_count=3121 3020 1607 621 986 870 1413 275 1138 969 783 615 587 546 483 313 272 246 843 190
is_linear=0
shrinkage=0.00429114


Tree=1040
num_leaves=20
num_cat=0
split_feature=41 2 48 1 2 42 42 43 43 52 0 12 48 0 49 3 42 4 13
split_gain=0.000201141 0.000235598 0.000239745 0.000221782 0.000299487 0.000227454 0.000279963 0.000311176 0.000323809 0.000443529 0.000323421 0.000231861 0.000228846 0.000325228 0.000220829 0.000370888 0.000329409 0.000227471 0.00011826
threshold=0.078475000000000017 -0.0091949999999999983 -0.086869999999999989 0.104035 0.13754500000000003 0.091735000000000025 -0.0060199999999999993 -0.084004999999999982 0.13895500000000002 -0.087769999999999987 -0.060129999999999996 0.088365000000000013 0.086260000000000017 -0.10151999999999999 -0.043469999999999995 0.10732000000000001 -0.085499999999999979 0.2623950000000001 0.0076650000000000008
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 5 14 6 18 10 9 -9 -8 12 13 -11 -5 16 -16 -17 -4
right_child=-2 2 3 4 -6 -7 7 8 -10 11 -12 -13 -14 -15 15 17 -18 -19 -20
leaf_value=0.0019308275878720672 -0.0013652952932766123 -0.0017084172565605957 -0.00045563968298560701 0.0015430716851580228 0.0024383871208396805 -0.0018112088358115067 1.3267559699324393e-06 -0.0029532537683021323 0.0017140641760968909 0.0020121046131806658 0.0032668569380828421 -0.0016259059603488531 -0.00092485486800279444 -0.00077843734565495874 0.0027140932738350032 -0.0023168910012519861 -0.00015146219700968146 8.7622182405448678e-05 -0.0024246791069062663
leaf_weight=0.0011117584463145027 0.0017663878943823255 0.0013371489568960717 0.0010369218864165761 0.0018010627932731893 0.0012901003055283411 0.0014008862867810343 0.0010208413945745898 0.0010592086486622687 0.0013462197998101999 0.0019937383848844803 0.0010431878929395575 0.0012573121745909077 0.0015469381435178065 0.0011038557072416966 0.0010763690892616751 0.0014674757615580347 0.0018646771771306803 0.0012305100353868781 0.001038637715250923
leaf_count=158 148 67 496 78 145 435 233 189 21 66 25 158 74 300 23 30 200 38 237
internal_value=0 7.47937e-05 -1.14891e-05 8.90092e-05 0.000603848 -0.000235566 -5.82289e-05 0.000218493 -0.000137619 -0.000495722 0.00165177 -5.46671e-05 0.00037068 0.00101767 0.000285742 -0.00011584 0.000897279 -0.00122023 -0.00144097
internal_weight=0 0.0250269 0.0239151 0.0225779 0.0087302 0.0138477 0.0124469 0.0103713 0.00830727 0.00696105 0.00206403 0.00590184 0.00464453 0.00309759 0.00744009 0.00563903 0.00294105 0.00269799 0.00207556
internal_count=3121 2973 2815 2748 514 2234 1799 1066 808 787 258 598 440 366 369 291 223 68 733
is_linear=0
shrinkage=0.00412451


Tree=1041
num_leaves=20
num_cat=0
split_feature=14 44 124 48 40 0 48 51 0 3 4 4 43 47 13 0 2 1 3
split_gain=0.000184792 0.00018147 0.000285053 0.000213635 0.00037306 0.000374674 0.000372275 0.000413261 0.000359898 0.000370515 0.000355207 0.000277547 0.00025744 0.000393458 0.000511623 0.000209639 0.000175409 0.000170243 0.000144727
threshold=0.076175000000000007 1.0000000180025095e-35 -0.043384999999999993 0.12737000000000001 -0.063404999999999989 -0.10607499999999999 0.097025000000000014 0.087505000000000013 -0.084269999999999984 -0.077774999999999983 0.25615500000000008 0.24564500000000003 -0.084004999999999982 0.091340000000000018 -0.094514999999999988 -0.030209999999999997 0.090050000000000005 0.089770000000000016 -0.08824499999999999
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 -4 6 7 10 9 -7 17 12 16 14 -14 -16 18 -6 -10
right_child=-2 -3 3 -5 5 8 -8 -9 11 -11 -12 -13 13 -15 15 -17 -18 -19 -20
leaf_value=0.0016103504603769895 -0.001657198641271868 -0.0015086772276472833 -0.0018409886052670498 -0.0015332244820012179 0.0011111170305731627 -0.0032236319127563542 0.0030250445765272779 -0.0015432887243268189 0.00034708675931920444 -6.7831610685085896e-05 -0.00051656080783606161 0.002153108526215264 0.00042680959208098629 0.0015497749646078785 -0.0038622066139608279 -0.0013292206953338247 -0.00040629226855045097 0.0030072132552905234 0.0023348193419608799
leaf_weight=0.0019483684698671224 0.0010781795776741978 0.0011617352482744528 0.0015014514659448244 0.0013975513109691909 0.0019619193781767958 0.001161628913024626 0.0012135402105677429 0.001208535323312887 0.0011545683360667525 0.0012771169491603241 0.001507319904025195 0.00102872675413579 0.0015977748115574252 0.0010018183484756804 0.001070565345734905 0.0010664779213525226 0.0014419818384687755 0.0012790473233934563 0.001244535763653686
leaf_count=242 101 60 95 64 60 676 43 43 120 121 115 101 38 86 763 151 138 43 61
internal_value=0 5.22517e-05 0.000127612 -3.02247e-06 0.000100204 0.000251883 0.000983711 0.000567845 -0.000183765 -0.00157101 0.00110517 0.000168408 -6.9617e-05 -0.000700453 -0.00130405 -0.00259814 0.000708299 0.00185941 0.00137822
internal_weight=0 0.0252247 0.0240629 0.0221146 0.020717 0.0192156 0.00717036 0.00595682 0.0120452 0.00243875 0.00474829 0.00960645 0.00857772 0.00473664 0.00373482 0.00213704 0.00384109 0.00324097 0.0023991
internal_count=3121 3020 2960 2718 2654 2559 304 261 2255 797 218 1458 1357 1038 952 914 319 103 181
is_linear=0
shrinkage=0.00404364


Tree=1042
num_leaves=21
num_cat=0
split_feature=1447 453 4 11 156 42 160 43 42 3 3 12 12 1 15 15 48 49 16 3
split_gain=0.000190783 0.000263317 0.000405869 0.000350812 0.000210154 0.000240644 0.00027013 0.000318252 0.000426537 0.000347236 0.000230167 0.000194616 0.000260248 0.000158742 0.000153654 0.000221777 0.000177457 0.0002078 0.000248804 7.96022e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.27287000000000006 0.074925000000000005 0.091255000000000017 -1.0000000180025095e-35 -0.089974999999999986 -0.074359999999999996 0.086325000000000013 -0.077774999999999983 -0.10831999999999999 0.051320000000000005 -0.040564999999999997 0.111945 0.091475000000000015 -0.095869999999999983 0.094925000000000023 -0.066894999999999982 0.22339500000000004 -0.0087149999999999988
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 11 -7 9 14 10 -8 12 -2 -4 15 -9 17 -17 19 -19
right_child=1 -3 13 -5 -6 6 7 8 -10 -11 -12 -13 -14 -15 -16 16 -18 18 -20 -21
leaf_value=-0.0016744471761080207 -0.0013933963751493917 -0.0018261505664238461 0.00068118848353487923 -0.0024538413496426295 -0.0017809907352752199 -0.0016737398727936826 0.0020968845520199812 -0.00058324411635244256 -0.0020263128439926932 0.0033341836767502319 -0.00049003659817815611 -0.0018704429115082128 0.0016117991170107389 0.0026547095603722871 -0.00092195623063398742 -0.00093550099256426854 0.0024948992715858346 0.0012582891794741967 -0.00022398670516702389 0.0028845302561665894
leaf_weight=0.0011735867413216186 0.0010389362542344571 0.0012415277541968353 0.0014870509904483234 0.001017840356030141 0.0010179604715813686 0.0010137862865144962 0.0011060681225671942 0.0017189680573210797 0.0013406984425183852 0.0013410853927080498 0.0013537818831561577 0.0016219343262450225 0.0010018159857381184 0.0014009632006235506 0.0011291182762622753 0.00101495762493653 0.0013170683724581522 0.0010132981230537297 0.0012945374880430904 0.0011232453588263559
leaf_count=300 58 78 82 157 177 205 24 44 402 144 264 658 35 240 35 38 38 82 22 38
internal_value=0 6.17798e-05 0.000162148 -4.61979e-05 7.98146e-05 0.000182598 0.00042202 0.000576509 0.000181001 0.00161206 0.000673169 -0.000782666 8.18699e-05 0.00163854 0.000524664 0.000742973 0.00113855 0.000736747 0.00123142 0.00211325
internal_weight=0 0.0245946 0.0233531 0.0204651 0.0194473 0.0184293 0.0147666 0.0137528 0.00995189 0.00380094 0.00245985 0.00366269 0.00204075 0.00288801 0.00861119 0.00748208 0.00576311 0.00444604 0.00343108 0.00213654
internal_count=3121 2821 2743 2421 2264 2087 1336 1131 699 432 288 751 93 322 297 262 218 180 142 120
is_linear=0
shrinkage=0.004207


Tree=1043
num_leaves=20
num_cat=0
split_feature=1213 1447 453 4 160 42 43 52 2 1 133 15 2 160 3 11 1 16 16
split_gain=0.000171183 0.000172388 0.000238449 0.000298363 0.000207306 0.000224683 0.000229954 0.000284054 0.000943929 0.000253533 0.00042093 0.000222681 0.000298737 0.000306837 0.000288782 0.000177023 0.000115341 0.000106044 7.77692e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.27287000000000006 -0.091944999999999985 -0.11466499999999999 -0.050459999999999998 -0.088204999999999992 0.10672500000000001 0.090405000000000013 0.084990000000000024 -0.10203999999999998 0.10444500000000002 0.088020000000000015 0.076840000000000006 0.087575000000000014 0.10920500000000001 -0.061854999999999993 -0.088159999999999988
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 9 8 -8 10 -7 -9 13 14 18 -5 -14 -11 -13
right_child=1 2 -4 15 5 6 7 11 -10 17 -12 12 16 -15 -16 -17 -18 -19 -20
leaf_value=-0.0016951905604894338 -0.001529751825337712 -0.001556929658551738 -0.0016751905370322464 0.0023591754134444105 -0.0016423479191252277 0.0015023581142889471 -0.0042071959143693029 -0.0014136274249423725 0.0012301579677435768 0.0027254896903487762 -0.0016440369870152733 0.0016217917833460443 -0.0014076614013333636 -0.00065398188803346522 0.0033757765175914771 0.00014079155778545538 0.00034987104060105667 0.0010009494137229048 0.00011550776999302227
leaf_weight=0.0010296005199328375 0.001155234369177748 0.0013213121202342295 0.0012192999225877346 0.0017189099661560894 0.0011336878984792289 0.0017796126364444343 0.0010901081062907264 0.0011855842664150133 0.0011732634162140432 0.0014277132378701651 0.0013039209678610275 0.0012830657416378292 0.0014237926763489561 0.0012421669351638798 0.0012835625944660478 0.0010111678390387624 0.0012333792958791889 0.0011310135720528081 0.0011507350272406333
leaf_count=491 255 273 78 278 100 168 141 85 94 66 331 123 45 37 34 39 46 173 264
internal_value=0 5.62357e-05 0.000135509 0.000236353 5.09791e-05 0.000170057 0.000293035 -5.93926e-05 -0.00138864 0.00098422 0.000171855 0.000282402 0.000546399 0.00115625 0.00176114 0.00153753 -0.000591868 0.0019632 0.0009096
internal_weight=0 0.0242675 0.0231123 0.021893 0.0191629 0.0178416 0.0167079 0.0110657 0.00226337 0.00564226 0.00308353 0.00880229 0.0076167 0.00495953 0.00371736 0.00273008 0.00265717 0.00255873 0.0024338
internal_count=3121 2630 2375 2297 1980 1707 1607 869 235 738 499 634 549 458 421 317 91 239 387
is_linear=0
shrinkage=0.004207


Tree=1044
num_leaves=19
num_cat=0
split_feature=41 3 48 1 13 15 3 16 160 47 52 3 150 12 0 0 2 48
split_gain=0.00016699 0.000201748 0.000283668 0.000245573 0.00026959 0.00023993 0.000301762 0.000402211 0.000219368 0.00021738 0.000202665 0.000191582 0.000259005 0.000219011 0.000201734 0.00020045 0.000169202 5.84056e-05
threshold=0.078475000000000017 -0.12018999999999998 -0.075804999999999984 0.10060500000000001 -0.073839999999999975 -0.016799999999999995 0.10299500000000002 -0.071854999999999988 -0.063384999999999983 0.089100000000000013 0.10473500000000001 0.090900000000000009 0.086135000000000017 0.088615000000000013 -0.084269999999999984 -0.13843999999999998 0.10613000000000002 0.016865000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -3 10 9 6 -6 -8 -1 -5 11 12 13 14 15 -4 -10 -13
right_child=-2 2 3 4 5 -7 7 -9 16 -11 -12 17 -14 -15 -16 -17 -18 -19
leaf_value=0.0026500121976961531 -0.0013386917249529943 -0.0022035802727523274 0.00094816077538218346 0.0031552889041034935 0.00087577386721343197 0.0014457728823174419 0.00035162788946572435 -0.0030547570813034323 -0.00071042443516151845 0.00042090988274969525 -0.0021041544081652204 0.00021390110826562071 -0.0025683643998233511 -0.00162049755984706 0.0015547277450624339 -0.001510391298964269 0.001496530135087757 0.0015639443725670367
leaf_weight=0.0010610328037756744 0.0016370141398374108 0.0011062883667900527 0.0010830733365789751 0.0011514165500683404 0.0019223849006593241 0.001802668603218649 0.0012591593104431809 0.001294453000014073 0.0013563919983825548 0.0010006026406732538 0.0011637880858400571 0.0012632873277169665 0.0010180176254619422 0.0014798681088758481 0.0015009224286218776 0.001399977390597551 0.0012106172519708025 0.0011072671123066868
leaf_count=54 148 108 44 184 201 65 44 29 116 62 397 46 128 690 239 456 76 34
internal_value=0 7.94148e-05 -9.30248e-05 3.35485e-05 0.00057321 0.000123966 -0.00040838 -0.0013751 0.00100877 0.00188391 -0.000420687 -0.000199369 -0.000581133 -0.000210874 0.000312738 -0.000438004 0.000330389 0.000844496
internal_weight=0 0.0231812 0.0195532 0.0184469 0.00843069 0.00627867 0.004476 0.00255361 0.00362804 0.00215202 0.0100162 0.00885241 0.00648186 0.00546384 0.00398397 0.00248305 0.00256701 0.00237055
internal_count=3121 2973 2727 2619 585 339 274 73 246 246 2034 1637 1557 1429 739 500 192 80
is_linear=0
shrinkage=0.00429114


Tree=1045
num_leaves=31
num_cat=0
split_feature=39 42 151 1348 14 1456 401 123 1456 52 133 1374 13 13 3 403 0 456 2 1374 0 1 12 1 2 47 1 11 376 2
split_gain=0.0016136 0.00157179 0.00145052 0.00167366 0.0018325 0.00145269 0.00128828 0.0012373 0.00116917 0.00120349 0.00117285 0.00107504 0.00115183 0.00174972 0.000939209 0.00128481 0.00113801 0.000859872 0.000845186 0.000802435 0.00109169 0.000739336 0.00146079 0.000691714 0.000712145 0.000747725 0.000577264 0.000772342 0.000568574 0.000704068
threshold=0.16946000000000003 -0.26584999999999998 -0.5225749999999999 0.090205000000000021 0.076175000000000007 -1.0000000180025095e-35 0.10076500000000001 1.0000000180025095e-35 1.0000000180025095e-35 -0.51296999999999993 -0.37971999999999995 0.093235000000000012 -0.53104499999999988 -0.39067499999999994 -0.12018999999999998 -0.082384999999999986 -0.053834999999999994 0.041000000000000002 0.11362000000000001 -0.094929999999999987 -0.23091999999999999 0.12765500000000005 0.11650500000000001 0.111945 0.092365000000000017 0.092710000000000015 0.077845000000000011 0.080455000000000013 0.049360000000000008 0.11510000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 8 9 -7 -11 12 -12 -14 18 -16 17 19 26 -17 -21 22 23 24 25 -22 -15 -28 29 -9
right_child=-2 2 3 -5 -6 6 -8 28 -10 10 11 -13 13 14 15 16 -18 -19 -20 20 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0014006934555936207 0.0014009063884422401 -0.0013594252573409891 -0.0011233793351454694 0.0013733453425060877 -0.0012167478422098579 -0.0010872876720823225 -0.001344071107876207 -0.00064339069081700818 -0.0014004183390661218 -0.0012984044778258054 -0.00095684364777653085 -0.0010230978932802956 0.0012141581427125843 -0.00017370840619006472 -0.0013940258699975041 -0.00061017654930314391 -0.00066576420068310241 -0.00088467099238197125 0.0011927990348764954 0.0012774690725647637 0.00040279336754624634 0.00095758655809619184 -0.0014008064819868668 0.00099591934612978526 -0.00055745772540176548 -0.00081558089336401698 0.0012724721860624428 3.6541336032075498e-05 0.0011582217237901587 0.00092004031541253366
leaf_weight=0.0016510605955346582 0.0015345722083139881 0.0015391059566809409 0.0020719003863614019 0.0017334227367769009 0.0024173376317335729 0.001709138752038041 0.0012336786235742627 0.0010141059761430418 0.0010895279707012753 0.0011320627921920226 0.0016665197426846126 0.0014943851840314428 0.0032676514412273141 0.0031909516994517023 0.0012084373484091407 0.0019242446375642422 0.0034924285880873198 0.0013772736373400809 0.0026709316195052679 0.0021596443457383247 0.0094632184742038418 0.0023622711929789366 0.0011519380957345495 0.0020286700633391783 0.0024853651732250634 0.0011028290735737309 0.0018955242461942134 0.0020787613865422827 0.0029387622660017598 0.0012748898981200796
leaf_count=18 23 47 269 33 98 185 150 57 258 141 14 38 84 44 408 24 97 74 41 27 459 28 15 22 178 37 33 30 137 52
internal_value=0 -5.19141e-05 -1.66641e-05 1.68659e-05 -2.23871e-05 2.78376e-05 7.08816e-05 0.0001031 3.39458e-05 6.65974e-05 0.000109328 0.000144726 0.00018482 0.000230272 0.000146965 1.9203e-05 8.11968e-05 0.000189642 0.000520482 0.000254887 0.000335093 0.00022564 0.000119119 0.000235223 0.000116983 0.000275626 0.000269868 0.000626015 0.000750651 0.000227385
internal_weight=0 0.064826 0.063175 0.0616359 0.0599025 0.0574851 0.0554132 0.0541795 0.0489518 0.0478622 0.0461531 0.045021 0.0435267 0.0418601 0.0385925 0.0287563 0.0275479 0.0240555 0.00983617 0.0226782 0.0207539 0.0185943 0.016232 0.0150801 0.0130514 0.010566 0.00716524 0.00397429 0.00522776 0.002289
internal_count=3121 3098 3080 3033 3000 2902 2633 2483 2237 1979 1794 1653 1615 1601 1517 1369 961 864 148 790 766 739 711 696 674 496 107 63 246 109
is_linear=0
shrinkage=0.00140032


Tree=1046
num_leaves=20
num_cat=0
split_feature=128 124 483 453 148 1374 42 1 157 40 1 42 52 12 48 12 47 123 4
split_gain=0.00017323 0.000202113 0.000258788 0.00021229 0.000229194 0.00031078 0.000360376 0.000297438 0.000261695 0.000323143 0.000234776 0.000251353 0.000178609 0.000244155 0.000307305 0.000158411 0.000153094 0.00010918 0.00010386
threshold=0.086435000000000012 -0.043384999999999993 0.083960000000000021 1.0000000180025095e-35 -1.0000000180025095e-35 -0.094929999999999987 0.091735000000000025 0.11955000000000002 -1.0000000180025095e-35 -0.067184999999999981 0.10538500000000002 0.08623500000000002 0.093665000000000012 0.095110000000000014 0.083685000000000009 0.079890000000000017 0.10843500000000002 0.085110000000000005 -0.011884999999999998
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 4 -3 -6 8 -8 18 -10 11 12 13 14 15 -11 -12 -1 -7
right_child=-2 2 -4 -5 5 6 7 -9 9 10 16 -13 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.00027864488451152884 -0.0012946948784532503 0.0014533002628956382 -0.0016695116329117396 -0.0014789283949702039 -0.0018008977120055865 -0.0015281963640665797 -0.0018489616914335756 0.00043051753064141915 -0.0011506241161666397 -4.6242592515815365e-05 0.0021039426879613933 0.0015376065613204608 -0.0011792240769594004 0.0017095266548856078 0.0010919114384614498 -0.0017951852174248951 0.00061408541150890291 0.001827712330111848 -2.9805635393409569e-06
leaf_weight=0.001035406823171491 0.0011472845146598956 0.0013661478058901713 0.0010677889682793032 0.0010035582195371253 0.0010171588542746681 0.0010442530930554472 0.0017375329200635106 0.001052190917588014 0.0011908295165810054 0.001333604516631226 0.0018619076898778184 0.0017144775973186865 0.0010760141175442106 0.0011511823661130016 0.0015957729259772346 0.0010674596517735724 0.0013710423940551664 0.0010482299980500986 0.0010011575714835583
leaf_count=110 207 113 316 56 50 192 447 60 40 56 135 278 153 131 71 392 36 137 141
internal_value=0 5.14645e-05 -4.53918e-05 3.88578e-05 0.000116648 1.6395e-05 0.000123881 -0.000989218 0.000339407 0.000524893 0.000703496 0.000390475 7.44856e-05 0.00033653 -5.89252e-05 -0.000823784 0.00147212 0.00105795 -0.000781656
internal_weight=0 0.0237357 0.0216521 0.0205843 0.0195807 0.0182146 0.0171974 0.00278972 0.0144077 0.0123623 0.0111715 0.00793851 0.00622403 0.00514802 0.00399684 0.00240106 0.00323295 0.00208364 0.00204541
internal_count=3121 2914 2667 2351 2295 2182 2132 507 1625 1292 1252 1081 803 650 519 448 171 247 333
is_linear=0
shrinkage=0.00338353


Tree=1047
num_leaves=31
num_cat=0
split_feature=31 39 42 151 1348 14 1456 2 123 13 13 3 1 15 1 0 128 43 160 16 47 160 11 0 49 15 3 15 1 12
split_gain=0.00161998 0.00149573 0.00132582 0.0012735 0.00135983 0.00146958 0.00129407 0.00100229 0.00108736 0.00130369 0.00166696 0.000956764 0.00115651 0.000953068 0.00117924 0.00114237 0.00100711 0.001032 0.000880769 0.000949998 0.00101212 0.000955022 0.000738753 0.000722615 0.000651486 0.000581259 0.000873108 0.000565761 0.000554996 0.000961433
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 -0.40381499999999992 0.090205000000000021 0.076175000000000007 -1.0000000180025095e-35 0.099185000000000009 0.083855000000000013 -0.53104499999999988 -0.39067499999999994 -0.10115999999999999 0.10312500000000001 -0.095869999999999983 0.11230000000000001 -0.23091999999999999 0.086435000000000012 -0.17390999999999998 -0.090969999999999981 0.066275000000000014 0.10323000000000002 0.097500000000000017 0.088215000000000002 -0.11756999999999999 -0.0090649999999999984 0.024640000000000006 0.11296500000000002 -1.0000000180025095e-35 0.10089500000000001 0.088615000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 13 9 -9 -11 22 -13 14 24 -15 17 -17 -19 21 -21 28 27 -16 -8 26 -14 -12 29 -20
right_child=1 -3 3 4 -6 -7 7 8 -10 10 11 12 25 15 23 16 -18 18 19 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013464736330179186 -0.0013462714692293236 0.0013465167589284232 -0.001197231813655367 -0.0010547962292700266 0.0013052684923634769 -0.0011708386955664098 -0.00010444036506500222 -0.0012258604229530466 0.0010876402611870528 0.0012568327161120729 0.0013301789047682477 -0.0010717566385927682 0.0011961910313938017 0.0013016970541836752 -0.0004341191310354446 0.00070044697188311258 -0.0013460334651318863 -0.0013460194019230621 0.00042981626930568552 -0.0011857899990199863 0.0003401359505041535 -0.00091796562228785793 -0.00046042849987587223 0.001060630206033509 -0.0011611818558417101 -0.00075815463062575553 -6.1064620632133722e-05 0.00036251285921583748 0.0010874772865119295 -0.00054691253409649542
leaf_weight=0.0014986974912538633 0.0015110922783492233 0.0013206969344139443 0.001757480869123639 0.0021106800833154962 0.0013411983587943146 0.0020991152918483627 0.0014317970617510056 0.0011935010716683783 0.0024576876645490122 0.0024504170605723586 0.0017285133256592644 0.0021869421225595501 0.0013317667417993562 0.0011675294686028714 0.0012723507520604471 0.003204964757337332 0.0010577816623049676 0.0010201827917462039 0.0064195910152822326 0.0023199820764043819 0.0011920396295366231 0.0013868217646972889 0.0012129258835074097 0.0010859777405052284 0.0040360135070685033 0.0012796072355740762 0.0040243494262242052 0.0029843090510439626 0.0013177703858886511 0.0025512232109674571
leaf_count=86 18 21 64 269 33 96 37 9 127 67 47 306 43 8 13 74 142 175 499 123 35 77 64 40 157 12 55 46 29 349
internal_value=0 -7.01093e-05 -0.000101748 -6.91121e-05 -3.36221e-05 -6.65566e-05 -2.23406e-05 2.09711e-05 0.000246795 0.000134437 0.000228834 5.8034e-05 -0.000222915 -0.000138832 -0.000541342 6.75045e-06 -6.7107e-05 2.58108e-06 -0.000135418 -5.40985e-05 -0.000667865 0.000130526 0.000476331 0.000254192 -0.000884464 5.68381e-05 0.000251545 0.000717422 0.000271854 0.000152043
internal_weight=0 0.0604543 0.0591336 0.0576225 0.055865 0.0545238 0.0524247 0.050314 0.02085 0.0183923 0.0171988 0.0147484 0.00882267 0.029464 0.00782614 0.0216379 0.0204704 0.0194126 0.0162076 0.0151874 0.00351202 0.0116754 0.00592575 0.00235833 0.00546781 0.00663572 0.00535612 0.00471282 0.0102886 0.00897081
internal_count=3121 3035 3014 2996 2932 2899 2803 2534 776 649 640 573 416 1758 247 1511 1503 1361 1287 1112 158 954 157 53 194 110 98 93 877 848
is_linear=0
shrinkage=0.00134594


Tree=1048
num_leaves=21
num_cat=0
split_feature=14 52 376 157 151 484 43 13 42 42 457 160 51 160 2 0 2 0 0 47
split_gain=0.000174794 0.000176618 0.000311408 0.000336114 0.000277338 0.000291782 0.000284159 0.000499188 0.000368721 0.000286964 0.000332178 0.000312322 0.000305085 0.000308044 0.000321443 0.000485406 0.000206973 0.000181308 0.000154771 0.00014919
threshold=0.076175000000000007 -0.24164999999999998 0.088470000000000007 -0.077234999999999984 0.08357500000000001 -1.0000000180025095e-35 -0.14968999999999996 0.18141000000000002 -0.035074999999999988 0.092620000000000022 -0.0029299999999999994 -0.080719999999999986 0.091630000000000003 0.088020000000000015 0.11510000000000002 -0.14116499999999996 0.09142500000000002 -0.084889999999999979 -0.11756999999999999 0.11635500000000001
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 5 -5 7 -7 -8 10 -10 -12 13 14 15 -13 17 -17 -3 -1
right_child=-2 2 -4 4 -6 6 8 -9 9 -11 11 12 -14 -15 -16 16 -18 -19 -20 -21
leaf_value=-0.0017627989659326185 -0.0015482516910862629 0.0025097536223558105 0.0020274745191786645 -0.0020763256818430121 0.0016866495501724546 0.0026111067879974539 -0.0025736243250358156 -0.00048155320949499147 -0.001871936339854141 -0.0017409851711948569 -0.0015443872996721091 0.003278125006236394 0.0024265905754977161 -0.0014781017046801032 -0.0012949618389878671 -0.0011820136232814638 0.001694592456592208 0.00095350428456373411 0.00043990094514686882 0.00014181026458583
leaf_weight=0.0013517125680220779 0.0010312362371456265 0.0010693797448766418 0.0012277953798933696 0.0011691746131821104 0.0011594636266887273 0.0014031945800105873 0.0010010502648660222 0.0016474888636341944 0.0011466323218023442 0.0014665736319001707 0.0011583642548872479 0.0011030088970205272 0.0011097905347696724 0.0012025270087305806 0.0010158006475324832 0.0013483978735460119 0.0011663522634037804 0.0010093140256040092 0.0010294176011553793 0.0010696692249867468
leaf_count=320 101 33 61 382 74 81 409 91 71 351 196 50 47 79 75 201 55 165 242 37
internal_value=0 5.40547e-05 0.000164255 5.10377e-05 -0.000116278 -0.000239624 -0.000103526 0.000940949 -0.000353872 -0.000164384 6.0973e-05 0.000304164 0.000573334 0.00027288 0.000646024 0.00107214 0.000381676 -0.000267819 0.00149453 -0.000921419
internal_weight=0 0.0238551 0.0214337 0.0202059 0.0181071 0.0169477 0.0157785 0.00305068 0.0127278 0.0117268 0.0102602 0.00911356 0.00795519 0.0068454 0.00564287 0.00462707 0.00352406 0.00235771 0.0020988 0.00242138
internal_count=3121 3020 2663 2602 2327 2253 1871 172 1699 1290 939 868 672 625 546 471 421 366 275 357
is_linear=0
shrinkage=0.00381041


Tree=1049
num_leaves=18
num_cat=0
split_feature=2 123 48 160 2 403 16 52 4 4 43 49 15 16 2 4 3
split_gain=0.000169235 0.000377732 0.00025672 0.000382106 0.000244708 0.000241475 0.000207611 0.000175105 0.000381655 0.000256501 0.000298437 0.000235761 0.000215862 0.000173647 0.000230058 0.000229243 0.000119853
threshold=0.099185000000000009 0.084025000000000016 0.12649500000000002 0.083670000000000008 0.092875000000000013 -1.0000000180025095e-35 -0.5048999999999999 -0.0064899999999999992 0.0052350000000000009 -0.083854999999999985 -0.0037449999999999996 -0.081404999999999991 -0.043924999999999992 0.38525000000000004 0.11585500000000001 -0.059649999999999988 -0.086554999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 6 5 -1 -2 8 11 -9 16 -7 -12 14 15 -8 -11
right_child=1 -3 -4 -5 -6 7 13 9 -10 10 12 -13 -14 -15 -16 -17 -18
leaf_value=-0.001745281592864787 0.0014151185603399753 0.0025239386588417527 -0.0012451103218267888 0.0023740877378522355 -0.0016149343196641425 5.2296619492664566e-05 -0.002584059726683781 0.0019394496191482606 0.00085675285795129021 -5.6621441149389343e-05 -0.00017115272703394177 -0.0021029983673389145 0.001809367150075301 0.00092241239763529422 0.00040461631015337141 -0.00020338487708291587 -0.0018321071631563479
leaf_weight=0.0011253153257399515 0.001243990019073494 0.0010118982762077353 0.0015911849862915162 0.0011642339049999784 0.0016740563342515511 0.0011378702134758889 0.0011801059507283726 0.0013207514856006259 0.0018765655383935487 0.001019927986755766 0.0015039024109477772 0.001876004810717204 0.0015694982559690766 0.0012524918420837583 0.0016028217793602195 0.0010820150152008861 0.0011059053549067333
leaf_count=608 73 133 66 103 277 92 63 102 94 48 93 424 180 167 165 149 284
internal_value=0 0.000358531 0.000118188 0.000406436 -0.000273432 -9.42842e-05 4.6327e-05 6.854e-05 -0.000465802 0.000469333 9.58823e-05 -0.00128928 0.000840242 -0.000286411 -0.000678148 -0.00144534 -0.000980268
internal_weight=0 0.0101287 0.00911684 0.00752566 0.0142098 0.0125357 0.00636142 0.0114104 0.00489044 0.00651999 0.00519923 0.00301388 0.0030734 0.00511743 0.00386494 0.00226212 0.00212583
internal_count=3121 919 786 720 2202 1925 617 1317 610 707 605 516 273 544 377 212 332
is_linear=0
shrinkage=0.0037357


Tree=1050
num_leaves=17
num_cat=0
split_feature=457 1374 484 1 12 148 2 1 0 3 1 12 43 1 15 3
split_gain=0.000169225 0.000238313 0.000230938 0.000203495 0.000254182 0.000298339 0.000388557 0.000250579 0.000296365 0.000231609 0.000209813 0.00029098 0.000278193 0.000287798 0.000227057 5.99712e-05
threshold=0.087995000000000004 -0.064634999999999984 -0.0068949999999999992 0.12811000000000003 0.11650500000000001 -1.0000000180025095e-35 0.099185000000000009 0.10538500000000002 0.089620000000000019 0.10542000000000001 0.077565000000000009 0.086915000000000006 -0.083879999999999996 0.088485000000000022 -0.094549999999999981 0.10893000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 -4 10 8 -8 -5 11 -7 -12 -14 -15 -9
right_child=1 -3 3 9 -6 6 7 15 -10 -11 12 -13 13 14 -16 -17
leaf_value=-0.0019932571764940759 -0.00054714582722361314 0.0020151012855940129 -0.0022356025420738816 0.0025021716685412528 -0.0021378555743169947 -0.00023553991599603528 -0.0011304103646847773 0.0028028952521007454 0.0014548616299620526 4.0289356656759288e-05 0.0015419709275187972 -0.0028892318504732915 0.0009674564711422114 -0.00033324001862106319 -0.0027348472298960383 0.0013737095066575409
leaf_weight=0.0011718494856198238 0.0011182980868937875 0.0016615654214753297 0.001091460477571359 0.001158791094906019 0.0011765554286271565 0.0018119736029402755 0.0015279686306008964 0.0011491859445467156 0.0017535673224102766 0.0017916057889602044 0.001620502662883716 0.0013116285727332588 0.0015621803583070193 0.0017964282999951564 0.0012152942192780181 0.0010209636847662296
leaf_count=479 39 125 76 120 87 389 287 130 61 107 129 558 138 67 288 41
internal_value=0 0.000984347 -0.000141803 -3.32571e-05 -0.000213434 -7.06832e-05 8.93014e-05 0.000999236 0.000251092 0.00100721 -0.000443074 -0.00134985 1.41779e-05 -0.000527109 -0.00130234 0.00213052
internal_weight=0 0.00277986 0.02116 0.0199881 0.0170377 0.0158612 0.0147697 0.00545169 0.00328154 0.0029504 0.00931801 0.0031236 0.00619441 0.0045739 0.00301172 0.00217015
internal_count=3121 164 2957 2478 2251 2164 2088 519 348 227 1569 947 622 493 355 171
is_linear=0
shrinkage=0.00429114


Tree=1051
num_leaves=31
num_cat=0
split_feature=31 39 42 151 1348 14 1456 2 160 0 43 3 123 13 13 15 3 0 16 1 157 3 0 13 4 4 3 457 1 50
split_gain=0.00137238 0.00115244 0.00128761 0.00110876 0.00118901 0.00133038 0.00114492 0.000869385 0.000993278 0.00101079 0.00123906 0.000744629 0.000741965 0.000930511 0.000958433 0.000977799 0.00103787 0.00125097 0.00132054 0.000625675 0.000564288 0.000561229 0.000521027 0.00054423 0.000486366 0.000485351 0.00105511 0.00046005 0.000442948 0.000583756
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 -0.40381499999999992 0.090205000000000021 0.078320000000000015 -1.0000000180025095e-35 0.088850000000000012 0.083670000000000008 -0.13455999999999999 -0.074359999999999996 -0.077644999999999978 0.088610000000000008 -0.53104499999999988 -0.08971999999999998 -0.074054999999999996 -0.12018999999999998 -0.082974999999999979 -0.070454999999999976 0.098420000000000021 -1.0000000180025095e-35 -0.077774999999999983 0.13134000000000004 -0.14819499999999997 -0.46376499999999993 -0.083644999999999983 -0.10519499999999998 -0.0029299999999999994 0.094465000000000007 0.11875500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -8 21 -12 13 -9 19 20 24 18 -18 22 -16 25 23 -15 -17 -11 -27 -22 -29 -30
right_child=1 -3 3 4 -6 -7 7 12 -10 10 11 -13 -14 14 15 16 17 -19 -20 -21 27 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=0.0013199783898377754 -0.0013198611414200819 0.0013200088176617273 -0.0011483248707791671 -0.0010000469969860492 0.0012775438724775779 -0.0011828894819623675 0.00070896499065694469 -0.00084071063234579036 -0.0012009930599442557 0.0003220173467277546 -0.00020666262716782265 -0.0011437369293763532 0.0010210224029850192 -0.00029685991727398443 -0.00048209937348082937 -0.00030614352805083378 -0.0009534099969652094 -0.0012197995506816538 0.00075367178714594654 0.0012435988600309968 -0.00021169972105185807 0.00076737755523459579 0.0010421248252264351 0.00067088345716720301 0.0007109586625241778 0.00033252396411350321 -0.0011312347985662841 0.00018915055270419132 0.0012881926903717427 0.0001631837826227505
leaf_weight=0.0012758045924181607 0.0014436478316426351 0.0010279668633330621 0.001572720092944734 0.0019665671698203538 0.0011945512138282757 0.0017558164588891137 0.0022838747381683762 0.0016610574148216975 0.001579135602466585 0.0028279207760704139 0.0028284372610469779 0.0030892101539405949 0.0016756065819905066 0.0023527754965471104 0.0012540217955443467 0.0013583568790238587 0.0014532274602214734 0.0029483291667254038 0.0017263660546493666 0.0018483728882081607 0.0013819432526886999 0.0017247359262198003 0.0014359744291141396 0.0017753716371409203 0.0020602740848261105 0.0016761022177576024 0.001755541911478975 0.002377814684532794 0.002460182711686798 0.0011923315739750251
leaf_count=86 18 21 64 270 33 84 36 15 104 98 562 161 97 22 52 70 47 420 48 103 24 48 12 78 42 20 231 168 70 17
internal_value=0 -6.41949e-05 -9.02269e-05 -5.68697e-05 -2.36314e-05 -5.4441e-05 -1.37508e-05 2.77588e-05 -0.000202057 -0.000104598 -0.000238254 -0.000695847 0.000168725 0.000116387 0.000178427 1.56232e-05 -0.000275687 -0.000600657 -2.65469e-05 0.000578445 0.000336523 0.000100895 0.000357485 0.000119333 0.000306824 -8.27448e-05 -0.000416298 0.000475019 0.000632391 0.000920943
internal_weight=0 0.0556882 0.0546603 0.0532166 0.0516439 0.0504493 0.0486935 0.046727 0.017765 0.0161858 0.0139019 0.00591765 0.028962 0.0272864 0.0256253 0.0182128 0.00954655 0.00612792 0.00317959 0.00741249 0.00866629 0.0079843 0.00556412 0.00412815 0.00341863 0.00625956 0.00343164 0.00741227 0.00603033 0.00365251
internal_count=3121 3035 3014 2996 2932 2899 2815 2545 1260 1156 1120 723 1285 1188 1173 958 627 515 95 215 331 397 112 100 112 349 251 279 255 87
is_linear=0
shrinkage=0.00131955


Tree=1052
num_leaves=17
num_cat=0
split_feature=43 40 42 123 133 3 4 457 3 2 12 47 1 1 0 1374
split_gain=0.000162623 0.000273309 0.000186354 0.000270066 0.000275694 0.000311676 0.000322139 0.000277391 0.000285163 0.000282531 0.000255511 0.000245603 0.00017731 0.000215544 0.000191987 0.000153678
threshold=0.24789500000000006 -0.083709999999999993 -0.11051499999999999 0.084025000000000016 0.095000000000000015 -0.10519499999999998 0.23246000000000003 0.069910000000000014 -0.078934999999999991 0.081685000000000021 0.083370000000000014 0.092710000000000015 0.10538500000000002 0.086560000000000012 -0.15202999999999997 -0.094929999999999987
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 10 8 -7 11 -4 -10 13 -11 -14 -9
right_child=-2 2 3 -5 -6 7 -8 15 9 12 -12 -13 14 -15 -16 -17
leaf_value=0.00193016357241025 -0.001483456739042583 -0.0014366976820695096 0.0016718755687406949 0.0017602794499859591 -0.0016524626115431815 -0.0020074984008723569 0.0024135850065601684 -0.00024896191774835162 0.0015502256236977659 -0.00060181369890761254 -0.00061482513898076174 -0.00080963762244592183 -0.0010573259791958746 -0.0029047468428436813 0.00087519905705348998 0.001670442928364331
leaf_weight=0.0011213744867561984 0.0010813108452709655 0.0013486343497177136 0.0011713091992291364 0.0013126870082698075 0.0015160226356794029 0.0016446314099618454 0.0015075152458150498 0.0010586667337548761 0.0019287934690179875 0.0015723858632548104 0.0019959202316650604 0.0010177127464920943 0.0016056439618008511 0.0010071735646626223 0.0015038634683381957 0.0015566293232538433
leaf_count=124 188 158 67 161 457 930 77 35 141 222 150 74 42 71 109 115
internal_value=0 5.90253e-05 -3.74565e-05 5.50514e-05 -6.22283e-05 7.49827e-05 0.000934737 -0.000236687 -0.0005242 -0.000241708 0.000230846 0.000735137 -0.00074764 -0.00150098 -0.000122691 0.000893472
internal_weight=0 0.022869 0.0217476 0.020399 0.0190863 0.0175702 0.00467474 0.0128955 0.0102802 0.00863557 0.00316723 0.00294651 0.00568907 0.00257956 0.00310951 0.0026153
internal_count=3121 2933 2809 2651 2490 2033 294 1739 1589 659 217 215 444 293 151 150
is_linear=0
shrinkage=0.00388662


Tree=1053
num_leaves=31
num_cat=0
split_feature=31 39 42 376 453 1348 14 1456 133 52 484 1 42 156 43 16 2 4 1 52 13 49 42 151 42 16 49 3 49 52
split_gain=0.00136105 0.00113121 0.000938704 0.000911453 0.000778213 0.0011526 0.00094621 0.00076724 0.000652928 0.000693471 0.000629326 0.000789586 0.000959351 0.000683062 0.000667449 0.000676058 0.000874547 0.000652069 0.00056782 0.000563256 0.000428717 0.000676175 0.000424605 0.000563481 0.000397658 0.000363769 0.000355999 0.000340892 0.000434946 0.000310841
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 0.088470000000000007 0.10218000000000001 0.090205000000000021 0.078320000000000015 -1.0000000180025095e-35 -0.37971999999999995 -0.51296999999999993 0.085515000000000022 0.10937500000000001 -0.0060199999999999993 0.091255000000000017 -0.15582499999999996 0.22339500000000004 0.089885000000000007 -0.077679999999999985 0.090405000000000013 -0.096999999999999989 -0.073839999999999975 0.006170000000000001 0.082810000000000009 -0.0083949999999999979 0.094935000000000005 -0.096824999999999981 -0.086009999999999989 -0.10519499999999998 0.0093850000000000027 -0.057699999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -10 11 12 18 -12 24 16 17 -16 -11 -18 21 -13 23 -21 -14 -19 -25 -22 29 -29
right_child=1 -3 3 -5 -6 -7 -8 8 9 10 13 20 14 -15 15 -17 19 25 -20 22 27 -23 -24 26 -26 -27 -28 28 -30 -31
leaf_value=0.0015466355863858066 -0.001546315131547832 0.0015466212340897703 -0.0011509121862598489 0.0010358355067736497 -0.0014077812755181546 0.0015140177893780587 -0.0013671220811301073 -0.0011090189261739043 -0.0011528308728061042 -0.0015461541317871035 0.0010526755219773594 0.0013462897166196365 0.0013157629506818501 -0.0003212740786716493 0.00024727410926377822 -0.0012665766170859231 0.0011925135803835505 -0.00025840878753418349 -0.00022904904129626363 -0.00037206502031941221 0.00075856905421684744 -0.00018557717023708723 -0.0005644832045948265 -0.00017928744956591749 4.5784556029696997e-05 -0.0011729841938797924 0.00085922583378254596 0.0001077939253817638 0.00055029510947361758 -0.00091700613083114165
leaf_weight=0.0012879575343713858 0.0010482403432874312 0.0010193347043241366 0.0015210337657740594 0.0017247666509456741 0.0010773899795566413 0.0010608468416961605 0.0014005646203401048 0.001297748473643833 0.0011928488789759708 0.0017862222098450333 0.0027585159920473492 0.0020349564868773484 0.0012494234399582629 0.0012599733460305629 0.0018754282849742102 0.001224301633668822 0.0012438690803548988 0.0016389527849582789 0.0013921983080980027 0.0021674268051334877 0.0014833868657149196 0.001041170465377661 0.0019014802957308952 0.0010532913374845521 0.0011155508829006067 0.0028423854465567085 0.0031445248288584082 0.0012820982518064739 0.0015930154597185719 0.0015785543161808135
leaf_count=86 18 21 270 49 16 33 86 158 198 508 162 120 18 42 247 67 25 52 57 47 30 30 252 14 28 316 61 33 27 50
internal_value=0 -6.4321e-05 -0.000100026 -6.62925e-05 -0.000110278 -7.71043e-05 -0.000118194 -7.41099e-05 -3.11862e-05 6.76205e-06 4.55438e-05 -2.76359e-05 -0.000181735 0.000621882 -5.30889e-05 -0.000159607 -7.41951e-05 -0.000518164 -0.000969241 0.000222549 0.000359358 0.000827802 7.66008e-05 0.000268111 0.000716718 -0.000838498 0.000598648 0.000116647 -9.71588e-05 -0.000457707
internal_weight=0 0.0470095 0.0459902 0.0449419 0.0432172 0.0421398 0.0410789 0.0396784 0.0381573 0.0368596 0.0356667 0.0316482 0.0226351 0.00401849 0.0194566 0.0170917 0.0158674 0.00635677 0.00317842 0.00951059 0.00901318 0.00307613 0.00826672 0.00636524 0.00236497 0.00448134 0.00419782 0.00593705 0.00445367 0.00286065
internal_count=3121 3035 3014 2996 2947 2931 2898 2812 2542 2384 2186 1982 1692 204 1127 1081 1014 615 565 399 290 150 374 122 46 368 75 140 110 83
is_linear=0
shrinkage=0.00154607


Tree=1054
num_leaves=31
num_cat=0
split_feature=31 39 42 156 151 1348 14 43 1456 13 403 132 52 16 1 457 16 1429 49 1374 39 3 15 0 0 15 15 49 15 52
split_gain=0.00169307 0.00137147 0.00132273 0.00130032 0.00118134 0.0011288 0.00137126 0.0009561 0.000968694 0.000884684 0.00136061 0.00119536 0.000995513 0.00126442 0.000984362 0.000964973 0.0011498 0.00108119 0.0013161 0.00089884 0.000876631 0.00119105 0.00112886 0.000883036 0.000615192 0.000581667 0.000581441 0.000577522 0.000540964 0.000891107
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 -1.0000000180025095e-35 -0.40381499999999992 0.090205000000000021 0.076175000000000007 0.39192500000000002 -1.0000000180025095e-35 -0.084034999999999985 -0.088999999999999982 0.080640000000000017 -0.43320999999999993 0.41553500000000004 0.10752500000000002 0.082380000000000009 -0.094359999999999986 0.084690000000000015 0.10542000000000001 -1.0000000180025095e-35 0.091820000000000013 -0.10115999999999999 -0.24436499999999997 0.11070500000000001 -0.077809999999999976 -0.11033999999999998 0.091475000000000015 0.10910000000000002 -0.095869999999999983 0.11434500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 7 8 -6 14 -11 12 -12 15 26 17 -17 18 19 -14 21 23 -23 25 -13 -21 28 -16 -10 -30
right_child=1 -3 3 4 5 -7 -8 -9 9 10 11 24 13 -15 27 16 -18 -19 -20 20 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0011956273830548553 -0.001195425038019146 0.0011956086686589129 -0.0011952368260621756 -0.0010356029316675318 -0.00077934098591369303 0.0011564060001319878 -0.0010018429747188275 -0.00099228465275841846 -0.00042000855075673398 -0.0011744266547053625 -0.0011952245354965366 -7.9928150117274525e-05 0.00064956576021390708 0.00097849313220232654 0.0010176442539699959 -0.00042776607331218824 0.00073635570661252344 0.0007744300113622654 0.0005684481763160008 -0.000566995582445181 0.00047549943671686709 0.00016812785307053545 -0.00097642811497442071 -0.00090626892751002875 0.00099788069015321825 0.00045053562849373905 -0.00064898229593519333 -4.3152548534971571e-06 0.00048302579688735742 -0.00058011013464053126
leaf_weight=0.0015685908183717947 0.0014982527407880744 0.0012158712516736605 0.001404130287007809 0.0016273222027365355 0.0020126036850771625 0.0011750171434528047 0.0019889147170388801 0.0013297094461357508 0.0016506970342353719 0.0014519572852833553 0.0010838233387506771 0.0010958085833814302 0.0011071385139302939 0.0016771796140790931 0.0033747675603734697 0.001802562092063198 0.0036987218188144757 0.0014919314006078812 0.002303608078154439 0.001094847995290138 0.00130767278700361 0.0014529484609120341 0.008053744815652155 0.0014502497918869039 0.0024425907432110696 0.0030049805752483229 0.0012654646790544186 0.0010312216671071184 0.0075741133886118028 0.001322859777712182
leaf_count=86 18 21 163 64 231 33 92 105 85 332 133 77 12 48 139 35 74 48 48 21 44 26 603 15 65 49 62 26 332 34
internal_value=0 -6.1413e-05 -8.61541e-05 -5.85817e-05 -3.14721e-05 -2.92736e-06 -2.72226e-05 8.62048e-06 3.38503e-05 6.61063e-05 -4.20692e-05 7.6509e-06 -7.10082e-05 -2.81737e-05 0.00029634 -9.12466e-05 0.000354917 -0.000206658 -0.000280676 -0.000392632 -0.000463142 -0.000544663 -0.000801501 -0.000104726 0.000664094 0.000178807 0.000116524 0.000778455 0.000208366 0.000324952
internal_weight=0 0.0629907 0.0617748 0.0602766 0.0588725 0.0572451 0.0560701 0.0540812 0.0527515 0.0507389 0.0345198 0.0330678 0.0295294 0.0284456 0.0162191 0.0267684 0.00550128 0.0212671 0.0197752 0.0174716 0.0163644 0.0150568 0.00950669 0.00555008 0.0035384 0.00409983 0.0118131 0.00440599 0.0105477 0.00889697
internal_count=3121 3035 3014 2996 2833 2769 2736 2644 2539 2308 1630 1298 1156 1023 678 975 109 866 818 770 758 714 629 85 142 70 513 165 451 366
is_linear=0
shrinkage=0.00119516


Tree=1055
num_leaves=19
num_cat=0
split_feature=11 3 2 1 48 1 47 13 3 3 12 13 150 47 12 48 15 1
split_gain=0.000171057 0.000286655 0.000309532 0.000274509 0.000239089 0.000226718 0.000318704 0.000288798 0.000315354 0.000237708 0.000232557 0.000214443 0.000202584 0.000193799 0.000282544 0.000169803 0.000161007 0.000162233
threshold=0.081790000000000015 -0.12018999999999998 0.10803500000000001 0.076935000000000017 -0.086869999999999989 0.10060500000000001 0.087885000000000019 -0.072819999999999982 0.12178000000000001 0.092670000000000016 0.092355000000000007 -0.47860499999999995 0.086135000000000017 0.10783500000000001 -1.0000000180025095e-35 0.083985000000000018 -1.0000000180025095e-35 0.080000000000000016
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 -3 9 7 -7 -9 10 12 -11 15 -8 -15 16 -6 -18
right_child=-2 4 -4 -5 5 6 13 8 -10 11 -12 -13 -14 14 -16 -17 17 -19
leaf_value=-0.0011208168635957391 -0.0010968359947684193 -0.0018943510410702213 0.0027733628171736384 0.0016851308459688154 -0.0017273790773159273 0.0028518892210938106 -0.0017041637866067713 0.0016175855894305276 -0.00082446731513995228 0.0017537061561269105 -0.0023014748374021242 -0.00048215404273267096 -0.0019908340139811768 0.0018297025138300815 -0.000645599220707011 0.00099676568745748714 0.00070975000236860074 -0.0012101338671159693
leaf_weight=0.0010237774422989778 0.0019401713473410345 0.0010116520751459737 0.001105698756695972 0.0010013562236235174 0.0011699344894437998 0.001126795493906485 0.0010504608195542886 0.0018523697087589053 0.0013112599778821732 0.0012487850565321423 0.0011442796902430552 0.0012425273864984376 0.0010173554660122264 0.0010165598290825528 0.0019613035857091177 0.00141248725023424 0.0016488733229942402 0.0010434483181009924
leaf_count=59 175 65 35 86 373 197 56 198 29 18 618 76 140 39 85 163 525 184
internal_value=0 8.25854e-05 0.00115192 0.000266624 -9.1258e-05 8.71239e-06 0.000472715 0.0011954 0.000605404 -0.000380091 -0.000721365 0.000638584 -0.000434006 -0.00029699 0.0001994 -0.000133737 -0.000547179 -3.43288e-05
internal_weight=0 0.0223889 0.00313083 0.00202513 0.0192581 0.0182464 0.00831875 0.00429043 0.00316363 0.00992769 0.00743638 0.00249131 0.0062921 0.00402832 0.00297786 0.00527474 0.00386226 0.00269232
internal_count=3121 2946 180 145 2766 2701 604 424 227 2097 2003 94 1385 180 124 1245 1082 709
is_linear=0
shrinkage=0.00381041


Tree=1056
num_leaves=31
num_cat=0
split_feature=31 1348 14 453 156 15 39 42 454 1456 401 16 123 2 402 403 158 156 15 1 0 51 49 403 13 13 147 160 159 131
split_gain=0.00180113 0.00128935 0.00154984 0.00125506 0.00124484 0.00127405 0.00119189 0.00138822 0.00108241 0.00106188 0.00102347 0.00089744 0.000910962 0.00157043 0.000882205 0.00115547 0.000816731 0.000865682 0.00110843 0.00143617 0.000965453 0.000878235 0.000762521 0.00149048 0.00125309 0.00133844 0.00096628 0.000880203 0.000874072 0.000576137
threshold=-1.0000000180025095e-35 0.095915000000000014 0.076175000000000007 0.10218000000000001 -1.0000000180025095e-35 -0.47006499999999996 0.16946000000000003 -0.26584999999999998 1.0000000180025095e-35 -1.0000000180025095e-35 0.10076500000000001 -0.54165499999999989 1.0000000180025095e-35 0.094835000000000017 0.11320500000000001 -0.092474999999999988 0.089460000000000012 0.091255000000000017 -0.095869999999999983 0.10781 -0.11756999999999999 -0.076794999999999988 0.006170000000000001 0.090990000000000015 -0.53104499999999988 -0.47860499999999995 0.087210000000000024 -0.085834999999999981 0.080005000000000007 0.10033500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 -7 9 -9 11 -11 14 -14 15 -13 17 18 19 -17 -21 -19 23 24 -20 -26 27 -27 29 -29
right_child=1 -3 -4 -5 5 6 -8 8 -10 10 -12 12 13 -15 -16 16 -18 21 22 20 -22 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=0.0013202008635180553 -0.0013196434122118709 0.0013041450830754931 -0.0011570835786326834 -0.0011729642497432147 0.0013196883034774683 -0.0013198608202345341 0.0013200424557468799 -0.0010472044274199576 0.00087530538510833937 0.00093796760694302898 -0.0012749401605733686 -0.001312831356312329 -0.00084039984598827295 0.0010386702008103683 0.00099974450500167947 -0.00093940171204038789 -0.0010954532630207381 -0.0011522652422661099 -0.0012854413117609051 -0.00040932277761435967 0.00070182228757154324 0.00025327896959974404 0.00074311882498699286 -0.0013196791989877386 0.0013200093998139788 -0.00098574959986789707 -0.0009465490177035323 7.5309116127386699e-05 0.0011052445948118569 0.00079173964843864476
leaf_weight=0.0017014318793275853 0.0012422575787276449 0.0011957342745034785 0.0022413658574507158 0.0016626511652191303 0.0012753582059055182 0.0014365098005271184 0.0011462847442089688 0.0017767809918374225 0.0023256704915297624 0.0017743488689703065 0.001092502653294857 0.0013254715725676816 0.0010280601358800814 0.0031391874416506482 0.001309417220150876 0.0042621888907836691 0.0012949692189012643 0.0022487273676312647 0.0010276662915202862 0.003091302644762095 0.0024333604775712558 0.0011803672560084513 0.0033244022388458907 0.0012742271973067423 0.0017327370167095025 0.0010612229022015631 0.0013961421339487847 0.016457995433603066 0.0018760318548487467 0.002217857836234848
leaf_count=86 159 22 99 18 74 17 16 232 30 51 145 313 36 114 43 159 107 138 4 38 47 70 153 84 8 167 34 556 51 50
internal_value=0 -5.41353e-05 -7.81415e-05 -4.11722e-05 -1.16546e-05 1.43395e-05 -1.28481e-05 -3.82757e-05 -6.88624e-06 -4.33121e-05 -1.06127e-05 1.52271e-05 -1.64529e-05 0.000575104 -6.83357e-05 -9.86045e-05 -6.27433e-05 -3.20595e-05 2.22855e-05 -0.000363903 8.00856e-05 -0.000668447 0.000146743 7.3433e-05 0.000142318 0.00020162 0.000117399 0.000186127 0.000246638 0.000160389
internal_weight=0 0.0688508 0.0676551 0.0654137 0.063751 0.0625088 0.0612334 0.0600871 0.0586506 0.056325 0.0545482 0.0534557 0.0516813 0.00416725 0.0475141 0.0462047 0.0448792 0.0435842 0.0401551 0.00978685 0.00552466 0.00342909 0.0303683 0.0270439 0.0257697 0.024742 0.0230093 0.0216131 0.0205519 0.0186759
internal_count=3121 3035 3013 2914 2896 2737 2663 2647 2630 2600 2368 2223 2172 150 2022 1979 1666 1559 1351 244 85 208 1107 954 870 866 858 824 657 606
is_linear=0
shrinkage=0.00131955


Tree=1057
num_leaves=19
num_cat=0
split_feature=41 2 1429 475 42 1 16 4 42 43 2 51 0 151 151 0 3 12
split_gain=0.000170735 0.000174442 0.000182974 0.000344582 0.000231313 0.00031947 0.000252111 0.000229757 0.000340787 0.000293827 0.000292128 0.000424857 0.000250295 0.000172496 0.000141789 0.000307616 0.000117467 6.87971e-05
threshold=0.078475000000000017 -0.0091949999999999983 0.084690000000000015 -1.0000000180025095e-35 -0.0060199999999999993 0.090405000000000013 -0.36241499999999999 0.076415000000000025 0.091735000000000025 -0.083684999999999996 0.10672500000000001 0.12229000000000002 -0.084144999999999984 -0.00099499999999999979 -0.024429999999999997 -0.10224499999999999 -0.042499999999999989 0.096210000000000004
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 13 8 9 -8 12 -12 14 -6 -11 -16 -7 -9
right_child=-2 2 -4 4 6 16 7 17 -10 10 11 -13 -14 -15 15 -17 -18 -19
leaf_value=0.0016180304615886732 -0.0012370008675958825 -0.0020278915283855176 0.0015935697072227031 -0.0024211484395201804 -0.0020542323698008562 0.0010141202466850945 0.002024068714380242 0.0024022258225878845 -0.0017250472691987513 0.0013408519367322648 0.0022290710870926434 -0.00080246229196718664 -0.0017623451461388324 -8.2418667351186176e-05 -0.0014951947498789166 0.0012028345901297062 -0.00076560320593797035 0.00097742364681115785
leaf_weight=0.0010559352053156603 0.0016028222362738367 0.0012858441810117407 0.001037022800055242 0.0012584742537728724 0.0010366355599913391 0.0010028064400904313 0.0015907924738612902 0.0010055798068382407 0.0011685375708425658 0.0010868276711146771 0.0019622762552700124 0.0010841617227974609 0.0014121096311587979 0.0018958155347634726 0.0014789122788219063 0.0011231380919711756 0.0012693141479758197 0.0010427874454101982
leaf_count=158 148 288 191 637 81 98 165 55 409 47 91 33 183 154 71 248 29 35
internal_value=0 7.53341e-05 4.07291e-07 -7.9391e-05 4.9636e-05 -0.000850219 0.000249605 0.000482539 0.000258233 0.000496217 0.000197902 0.00115021 -0.000370842 -0.000779464 0.000161828 -0.000330629 1.98825e-05 0.00167688
internal_weight=0 0.022797 0.021741 0.020704 0.0194182 0.00353059 0.0158876 0.0129551 0.0109068 0.00973822 0.00814743 0.00304644 0.00510099 0.00293245 0.00368888 0.00260205 0.00227212 0.00204837
internal_count=3121 2973 2815 2624 2336 764 1572 1337 1247 838 673 124 549 235 366 319 127 90
is_linear=0
shrinkage=0.00388662


Tree=1058
num_leaves=19
num_cat=0
split_feature=1447 403 0 12 12 16 15 2 48 2 13 457 0 16 4 0 2 12
split_gain=0.000171305 0.000182325 0.000206832 0.000186732 0.000255713 0.00027482 0.000481286 0.000292929 0.000329085 0.000291601 0.000329778 0.000418395 0.000275826 0.000171792 0.000164908 0.000164123 0.000195966 0.000121189
threshold=-1.0000000180025095e-35 0.090990000000000015 0.18019500000000002 0.11650500000000001 0.10097500000000002 0.22339500000000004 -0.0040799999999999994 0.088850000000000012 0.12879500000000002 0.12358500000000001 -0.08971999999999998 0.088585000000000011 -0.070154999999999981 -0.039889999999999988 -1.0000000180025095e-35 -0.10151999999999999 0.079055000000000014 0.086850000000000024
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 12 9 10 17 14 15 -6 -12 16 -2 -9
right_child=1 -3 -4 -5 13 6 -8 8 -10 -11 11 -13 -14 -15 -16 -17 -18 -19
leaf_value=-0.0018090866736973866 0.00056601161663637841 -0.0017894247975566546 0.0020698907820032842 -0.0016414391718574165 0.0031070939498357947 0.00012056337244621999 -0.0038350152565102338 0.0011472120069899547 -0.0013126191821142834 0.0032381811018102123 0.00030262320749979628 0.0025363438985233962 0.0015401053408166739 0.00038466294913165497 -0.0017126708387335836 -0.002388987086444706 -0.0020652289282194485 0.0033389993765396398
leaf_weight=0.00109210733744347 0.0015605465664947317 0.0010795662485059412 0.0011654077958773703 0.0013057403669236569 0.0010001942911166406 0.0018187999822725232 0.0010448905152866663 0.0011062693584023018 0.0014311727549269912 0.0011795118252551084 0.0016768608379831304 0.0010967576877760621 0.001000490642709911 0.0010001071140453002 0.0018342615000728184 0.0015224332031840704 0.0010032692643786589 0.0010713578305123761
leaf_count=300 53 246 33 124 122 196 126 80 51 129 307 57 113 96 148 800 87 53
internal_value=0 7.38844e-05 0.000166082 5.86517e-05 0.000173392 -7.94355e-06 -0.00132273 0.000252027 0.000738065 0.00110654 0.000735997 3.20593e-05 -0.000645778 0.00174594 -0.000750196 -0.00118098 -0.000463642 0.00222554
internal_weight=0 0.0228976 0.0218181 0.0206527 0.0193469 0.0173466 0.00286369 0.0144829 0.00939619 0.00796502 0.00678551 0.00460788 0.00508674 0.0020003 0.00351112 0.00408625 0.00256382 0.00217763
internal_count=3121 2821 2575 2542 2418 2200 322 1878 825 774 645 512 1053 218 455 940 140 133
is_linear=0
shrinkage=0.00464487


Tree=1059
num_leaves=18
num_cat=0
split_feature=128 43 40 159 50 48 3 4 0 12 43 15 3 48 0 15 0
split_gain=0.000169378 0.000181481 0.000222297 0.000182436 0.00026371 0.000361149 0.000280617 0.000316421 0.000241891 0.000379004 0.00034542 0.000175661 0.000183038 0.000338206 0.000129212 0.000116567 6.22289e-05
threshold=0.086435000000000012 0.24789500000000006 -0.074429999999999982 -0.032739999999999991 0.10114000000000002 0.12737000000000001 -0.10831999999999999 0.23246000000000003 -0.10096999999999999 0.097825000000000009 -0.084004999999999982 -0.11713499999999999 0.10299500000000002 0.086260000000000017 0.041630000000000007 -0.095244999999999982 -0.081894999999999982
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 5 6 7 14 11 10 -10 -8 13 15 -5 -13 -1
right_child=-2 -3 3 4 -6 -7 8 -9 9 -11 -12 12 -14 -15 -16 -17 -18
leaf_value=0.00069214542226445248 -0.0015140337594885598 -0.0015528105915645837 -0.0012523485620287366 -0.00062251310176372147 0.0020385068837433353 -0.0021572733019371154 -0.00080469208495764484 0.0029237850216907884 -0.00018913389414873551 0.0011582576422942644 -0.0025045614374403832 0.001804978516551593 0.0019537765296709672 -0.0016288290447960371 0.0010372179278830621 0.00019288744086061623 0.0020287685743057044
leaf_weight=0.0010895877368719553 0.0010777168517931415 0.0010028442453544608 0.0015915502903937609 0.0011399717739513015 0.0010213593654485589 0.0010915299973959227 0.0015493826519987763 0.0010090618303149057 0.0019062510300077423 0.0011615888184646206 0.0019885312747440634 0.0013230485560100647 0.0012911335582845851 0.0010386108756961221 0.0018722448209480547 0.0013887332055890706 0.0010175179400591086
leaf_count=109 207 145 371 121 179 43 96 74 257 157 919 39 73 32 108 75 116
internal_value=0 6.32682e-05 0.000138718 8.32191e-06 0.00012116 4.31668e-06 0.000154901 0.00104011 -0.00015072 -0.000790194 -0.00137131 0.000339867 0.000691618 0.000257099 0.000409094 0.000979409 0.0013376
internal_weight=0 0.0224829 0.0214801 0.019373 0.0177814 0.0167601 0.0156686 0.00402128 0.0116473 0.00505637 0.00389478 0.00659091 0.00504153 0.00375039 0.00301222 0.00271178 0.00210711
internal_count=3121 2914 2769 2544 2173 1994 1951 303 1648 1333 1176 315 219 146 229 114 225
is_linear=0
shrinkage=0.00388662


Tree=1060
num_leaves=31
num_cat=0
split_feature=31 39 42 156 151 150 1456 2 15 41 3 1 0 160 13 13 13 15 3 0 15 43 52 52 3 43 48 43 12 0
split_gain=0.00145011 0.00120232 0.00098892 0.000932353 0.000829776 0.000824347 0.000941212 0.000869788 0.000806641 0.000767835 0.000666753 0.000757218 0.000866529 0.00060105 0.0005823 0.000532837 0.000606275 0.000727972 0.000922847 0.000557054 0.000480483 0.000677198 0.000550954 0.00076182 0.000720591 0.000596441 0.000469275 0.000462612 0.000445063 0.000418837
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 -1.0000000180025095e-35 -0.40381499999999992 -0.22665999999999997 -1.0000000180025095e-35 0.099185000000000009 0.098485000000000017 0.079885000000000025 -0.12018999999999998 0.13075500000000004 -0.23091999999999999 -0.082869999999999985 0.043850000000000007 -0.53104499999999988 -0.47860499999999995 -0.074054999999999996 0.12178000000000001 -0.094299999999999981 -0.098289999999999975 -0.06984499999999999 -0.088204999999999992 -0.081429999999999989 -0.08824499999999999 -0.078654999999999989 0.016865000000000002 -0.082389999999999977 0.088365000000000013 -0.084674999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 -7 9 15 10 14 12 -12 -14 -8 -9 -17 26 19 -19 21 -15 27 -24 -25 -26 29 -22 -27 -18
right_child=1 -3 3 4 5 6 7 8 -10 -11 11 -13 13 20 -16 16 17 18 -20 -21 22 -23 23 24 25 28 -28 -29 -30 -31
leaf_value=0.0014866491215771071 -0.00148634441809557 0.0014865225195523385 -0.0014860929674755342 -0.0012835038514674429 0.0010853617838948262 -0.001226592918738458 0.0011082017014128727 -0.00054777401013288575 -0.00077050192693223826 -0.0012799539718673536 0.00090630646727778955 0.00088563440262717558 -0.0013725529227855233 -3.2488056216621315e-05 -0.00023696638664669409 0.0014863638333487824 -0.00017898743481644703 0.0010847973635771033 -0.00096213801076640466 -3.3931048528663537e-07 -0.00011271556825502947 -0.0014439830139642848 0.0010456186952190717 -0.0010931967225796251 0.00070240931781550523 5.3252517675123843e-06 0.0011790383935244716 -0.0014861507762407666 -0.0011198332809651823 0.0010095599108175348
leaf_weight=0.0013446554478422348 0.0011343112674424552 0.0010576394923660351 0.001017772314992448 0.0011647252701472146 0.0014591401899792791 0.0014512205829175775 0.001662880040907303 0.0012818689301283817 0.0015234512269071123 0.0013591635463399135 0.0011851630413488466 0.0012400956012257316 0.001316501139806193 0.0013077397437317728 0.0012409731877056629 0.001150528402206418 0.001586780388198151 0.0015231125000809698 0.0015963169346377981 0.0033257968113922258 0.0010120398551762833 0.0017618695199086406 0.0012830314514751242 0.0015583954197573233 0.0020050274327980669 0.0029541725118194303 0.0028073396914125581 0.001164988797478725 0.0010530742202630172 0.0011146743118919389
leaf_count=86 18 21 163 64 22 249 42 26 114 70 16 36 277 49 54 29 80 53 31 184 91 78 40 232 73 253 133 103 330 104
internal_value=0 -7.92873e-05 -0.000116719 -8.06797e-05 -4.66956e-05 -1.14964e-05 -5.20493e-05 -7.21112e-06 0.000257742 -0.000197908 -0.000127018 -0.000234493 -0.000318162 -0.000412292 0.000533339 0.000366628 0.000456074 0.000356913 1.78834e-05 0.000340518 -0.000322636 -0.000842647 -0.000177928 -1.32438e-05 -0.000192693 4.07191e-05 0.000753573 -0.000847679 -0.000290358 0.000311431
internal_weight=0 0.0452998 0.0442422 0.0431078 0.0420901 0.0409253 0.0394662 0.038015 0.0159099 0.0221051 0.020746 0.0178421 0.016602 0.0154168 0.00290385 0.0143864 0.0131045 0.011954 0.00644523 0.00484891 0.0141003 0.00306961 0.0110307 0.0088537 0.00757067 0.00601227 0.00550879 0.00217703 0.00400725 0.00270145
internal_count=3121 3035 3014 2996 2833 2769 2747 2498 754 1744 1674 1578 1542 1526 96 640 614 585 268 237 1249 127 1122 928 888 656 317 194 583 184
is_linear=0
shrinkage=0.00148603


Tree=1061
num_leaves=17
num_cat=0
split_feature=11 3 2 3 15 13 52 15 15 47 1 3 16 4 1 2
split_gain=0.000169484 0.000212394 0.000251184 0.000204289 0.00018793 0.000154177 0.000351672 0.000261062 0.000345121 0.000347424 0.000369262 0.000513542 0.00019424 0.000175142 0.000141433 0.000141368
threshold=0.081790000000000015 -0.12018999999999998 0.10803500000000001 -0.078934999999999991 0.040760000000000005 -0.080759999999999985 -0.012164999999999999 0.035560000000000008 -0.016799999999999995 0.092710000000000015 0.094090000000000021 0.11296500000000002 -0.088159999999999988 0.0082450000000000006 0.12811000000000003 0.081135000000000013
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 6 -5 8 9 10 -7 -12 15 -10 -11 -8
right_child=-2 3 -4 5 -6 7 12 -9 13 14 11 -13 -14 -15 -16 -17
leaf_value=0.00025098921233625309 -0.0011785315182794144 -0.0020122383190137325 0.0027294290439318831 0.0027254408139255645 -0.00012351431554492824 -0.00096760593948280271 0.001980931786398544 -0.0020275136047781073 0.00030775353965474994 -0.0024667510572872111 0.003093164450589922 -0.00071022080267381046 -0.0011007717964631083 0.0025343114867821259 -0.00062786091167443012 -4.6134397384027888e-05
leaf_weight=0.0019663388961315134 0.0018671310787858877 0.0015305859206720092 0.0010131124979224637 0.0011148316247666656 0.0019702001881697906 0.0019136598035179881 0.0010019782650245723 0.0010749854260989631 0.0011437858373088989 0.0012898046463178936 0.0013221801579850201 0.0010347502408407649 0.001330225414150287 0.0011670567310773095 0.0014557641555139611 0.0012827139230111584
leaf_count=145 175 658 35 116 734 238 67 265 93 113 161 40 109 16 38 118
internal_value=0 9.12898e-05 0.00109374 -6.90082e-05 -0.000949287 0.000134648 0.000739956 -0.000140584 7.68946e-05 -0.000369503 0.000351977 0.00142339 0.000127637 0.00143224 -0.00149173 0.000842859
internal_weight=0 0.021612 0.00297945 0.0186325 0.00350079 0.0151317 0.00472975 0.010402 0.009327 0.00701616 0.00427059 0.00235693 0.00361492 0.00231084 0.00274557 0.00228469
internal_count=3121 2946 180 2766 1392 1374 410 964 699 590 439 201 294 109 151 185
is_linear=0
shrinkage=0.00404364


Tree=1062
num_leaves=18
num_cat=0
split_feature=41 124 484 1429 15 156 42 43 3 4 42 15 4 16 16 43 12
split_gain=0.000165264 0.000161413 0.000176498 0.00021775 0.000212665 0.000257909 0.000261279 0.000245924 0.000377832 0.000278008 0.000255105 0.000205534 0.00042493 0.00024342 0.000170801 0.000121159 0.000113864
threshold=0.078475000000000017 0.08919500000000001 -0.0068949999999999992 0.084545000000000009 -0.24436499999999997 0.084085000000000007 -0.0060199999999999993 -0.074359999999999996 -0.077774999999999983 -0.076779999999999987 0.086325000000000013 -1.0000000180025095e-35 0.033845000000000007 -0.087484999999999993 0.15891500000000003 -0.17390999999999998 0.088305000000000008
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 15 8 9 -8 11 12 13 -9 16 -6 -13
right_child=-2 -3 3 -5 5 -7 7 10 -10 -11 -12 14 -14 -15 -16 -17 -18
leaf_value=-0.0012600888877616527 -0.001186148586900622 0.0014418788971997266 0.0013966445944764471 0.0017136040342287358 -0.00040241655730187794 -0.0017731510597710691 0.001339728648904607 0.00064603271288571123 0.0025717971102147599 -0.0010826039309114279 -0.0017741895231293573 -0.0007075924080460356 -0.0006304984861488156 0.0029667094213660593 -0.0016733560360094213 -0.0020229624256297906 0.00088718037495774172
leaf_weight=0.0013882503408681459 0.0014921626707531379 0.0010984592299498877 0.0013495941204868479 0.0010502213324790058 0.0015326970178168864 0.0011698247889898863 0.0013112330561426688 0.0013907455190604878 0.0013345372435129539 0.0012332510109787087 0.0010853541678849119 0.0013057215805822933 0.0019492646317420537 0.0010748299620573221 0.001181113673709433 0.0010378967615654608 0.0011119109268711291
leaf_count=485 148 52 193 148 77 264 44 40 166 182 428 107 78 51 46 575 37
internal_value=0 7.40946e-05 8.27171e-07 9.23874e-05 -1.8476e-06 -0.000114741 1.00325e-05 0.000221329 0.000993481 0.000165682 -0.000107851 0.000117836 0.0006474 0.0016577 -0.000531818 -0.00105672 2.58711e-05
internal_weight=0 0.0216049 0.0205064 0.0191182 0.018068 0.0167184 0.0155486 0.012978 0.00387902 0.00254448 0.00909894 0.00801359 0.00441484 0.00246558 0.00359875 0.00257059 0.00241763
internal_count=3121 2973 2921 2436 2288 2095 1831 1179 392 226 787 359 169 91 190 652 144
is_linear=0
shrinkage=0.00366245


Tree=1063
num_leaves=17
num_cat=0
split_feature=147 484 52 1 48 42 42 1 13 0 48 3 52 13 4 4
split_gain=0.000162409 0.000214473 0.000200541 0.000304825 0.000223911 0.000247157 0.000205165 0.000203492 0.000160336 0.000298623 0.000226459 0.000230365 0.000295569 0.00011752 0.000102943 6.7509e-05
threshold=0.08955500000000001 -0.0068949999999999992 -0.40306999999999998 0.13559000000000002 0.11951500000000001 0.092620000000000022 -1.0000000180025095e-35 0.090405000000000013 -0.14819499999999997 -0.074479999999999977 0.092475000000000016 -0.078934999999999991 -0.066844999999999988 -0.47860499999999995 -1.0000000180025095e-35 -0.17966999999999997
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 -4 13 10 11 -10 -13 -8 -14 -11
right_child=-2 2 3 -5 -6 -7 8 -9 9 15 -12 12 14 -15 -16 -17
leaf_value=-0.0015138259694331621 0.0012546660823156421 -0.0013012222241824661 -0.0017007381827587589 0.0017170045983099214 -0.0015705141461961366 -0.0011633300238676745 0.00047556810851470883 0.00033001805832133714 -0.0012590733019016062 0.0011940542824499993 0.0018981217807763271 -0.00098599059949530774 0.0019855690199373412 -0.0010876149341913276 0.00055914991538348331 0.0024452037598845563
leaf_weight=0.0013173737997805848 0.0012924152064130992 0.0014484888933902996 0.0012970596280955657 0.0014652185204677695 0.0011691791079799776 0.0018659422288238572 0.0012404275910746776 0.001351549838965127 0.0014213754620012696 0.0011367819838241644 0.0010109073288280257 0.0013211943275805993 0.0011026673343621507 0.001344190045479361 0.001764831493590524 0.0011778549284944383
leaf_count=493 118 284 607 155 56 382 25 106 401 64 62 45 78 65 87 93
internal_value=0 -8.22001e-05 1.15477e-05 0.000113402 -2.31731e-05 8.96516e-05 0.000254661 -0.000664471 0.000465978 0.000698355 0.000302486 1.496e-05 0.000447286 -0.000337401 0.00110766 0.00183073
internal_weight=0 0.021435 0.0201177 0.0186692 0.017204 0.0160348 0.0141688 0.00264861 0.0115202 0.00893561 0.00662098 0.00561007 0.00418869 0.00258462 0.0028675 0.00231464
internal_count=3121 3003 2510 2226 2071 2015 1633 713 920 830 673 611 210 90 165 157
is_linear=0
shrinkage=0.00366245


Tree=1064
num_leaves=31
num_cat=0
split_feature=31 39 42 156 151 4 150 160 158 51 41 14 484 403 394 157 457 15 42 15 16 15 4 52 403 151 151 47 3 48
split_gain=0.00177298 0.00137363 0.0016662 0.0012747 0.0012139 0.00120972 0.00154322 0.00145639 0.00130467 0.000978042 0.00092043 0.000888743 0.00143704 0.00128506 0.0014141 0.00103087 0.00112642 0.00082494 0.0011281 0.00103168 0.00208001 0.00118697 0.000933889 0.00218068 0.000831848 0.00103378 0.000796342 0.000771799 0.000784724 0.000627069
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 -1.0000000180025095e-35 -0.5225749999999999 0.27834500000000006 -0.22665999999999997 -0.091944999999999985 0.085900000000000018 0.11144500000000002 0.078475000000000017 0.077685000000000018 0.073690000000000019 -1.0000000180025095e-35 -0.078674999999999981 0.08796000000000001 -0.0029299999999999994 0.095175000000000023 0.088200000000000014 -0.095869999999999983 -0.096824999999999981 -0.14147499999999996 -0.46376499999999993 0.10347000000000002 0.035175000000000005 0.057610000000000008 -0.0017399999999999998 0.10954500000000002 0.11924500000000002 0.086125000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 -6 29 10 27 11 12 13 -9 -15 16 26 19 -19 20 21 -18 23 -21 25 -24 -16 28 -7 -8
right_child=1 -3 3 4 5 9 7 8 -10 -11 -12 -13 -14 14 15 -17 17 18 -20 22 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012439248013716736 -0.0012438196699815407 0.0012438999700773294 -0.0012435241849040675 -0.0011940525473824928 0.0010806532748641709 0.0011373562865991625 -0.0011839322780074321 -0.00098417641631890428 -0.0011634239188578386 -0.00062471432309723588 -0.0010238679347695958 -0.00073443091374299327 0.0007644289158685231 -0.0012127932496554857 -0.0012422555204577089 -0.0011309488207123927 -0.00047744214305651321 -0.00087096168215836599 0.00052814473404547309 -0.0011873502864875878 -0.0011483521804688745 0.0010015346059075504 0.00072911272945439041 0.00060780137996249771 -0.00027077104026361113 -0.00026992894035229349 0.00018433342732017321 -0.0002681186096434757 0.00010228507360132916 -0.00011653826664321992
leaf_weight=0.0016611118937976945 0.0018517471144718902 0.0012324568048569509 0.0013479782144445443 0.0013353726131555268 0.0017643852146989039 0.0039041722468589049 0.0026069320064392434 0.001979329594066658 0.0015521344250557503 0.001099498154644607 0.0013292763046166547 0.0022550714687596942 0.0041196035036499259 0.0013316233078541897 0.0015078430075137206 0.0010327317744804878 0.0014193293958548736 0.0023835788562678309 0.0014229985759381947 0.0017668510786918818 0.002201016052833178 0.002052044337034431 0.013838008078913354 0.002565385315392632 0.001838059766063437 0.0018110382343081701 0.0010104071380068183 0.0011879121322273534 0.0015951860439571419 0.0012633793295337981
leaf_count=86 18 21 163 47 15 174 298 590 178 15 70 37 137 69 92 75 18 43 77 62 62 32 344 7 167 27 42 24 66 65
internal_value=0 -5.66249e-05 -8.11433e-05 -4.72493e-05 -2.13129e-05 4.42844e-06 -6.27473e-05 -0.000102083 -4.22182e-05 0.000462095 -4.27445e-06 2.61583e-05 6.67257e-05 -8.59509e-06 4.47755e-05 9.28284e-05 0.000130202 0.000194574 -0.000347939 0.000269692 -0.000202736 0.00039683 0.000392509 -0.00012433 0.000520551 0.000613495 -0.00066986 0.000640784 0.000837116 -0.000835505
internal_weight=0 0.0666054 0.0653729 0.0635211 0.0621732 0.0608378 0.053051 0.0512866 0.0474163 0.00778677 0.0458642 0.0445349 0.0422798 0.0381602 0.0361809 0.0348493 0.0338166 0.0312983 0.00380658 0.0274917 0.00567239 0.00347137 0.0218193 0.00433224 0.0174871 0.015649 0.00251825 0.00668727 0.00549936 0.00387031
internal_count=3121 3035 3014 2996 2833 2786 2507 2492 2129 279 1951 1881 1844 1707 1117 1048 973 839 120 719 112 50 607 69 538 371 134 264 240 363
is_linear=0
shrinkage=0.00124344


Tree=1065
num_leaves=31
num_cat=0
split_feature=31 1456 401 151 1425 4 11 150 160 11 457 375 376 130 156 3 2 3 2 133 151 51 0 48 52 1 42 49 0 2
split_gain=0.0014584 0.0013605 0.00117477 0.00113495 0.00112617 0.00148162 0.00117419 0.00104317 0.000891159 0.000870677 0.000823667 0.000849825 0.000955929 0.00102353 0.000848543 0.00102173 0.00114425 0.000915564 0.000749963 0.00072726 0.000765966 0.000640549 0.000634042 0.000494324 0.000571488 0.000623481 0.000822124 0.00127968 0.000519531 0.000577035
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.10076500000000001 -0.5225749999999999 1.0000000180025095e-35 0.27287000000000006 0.081790000000000015 -0.22665999999999997 -0.22361499999999998 0.088710000000000011 0.51789000000000007 0.087420000000000012 0.088470000000000007 1.0000000180025095e-35 0.091255000000000017 0.092670000000000016 0.13712500000000002 -0.0037349999999999996 0.12358500000000001 0.09389500000000002 -0.089594999999999994 0.092790000000000011 -0.23001499999999997 0.082620000000000013 0.10744000000000002 0.13075500000000004 0.091545000000000015 -1.0000000180025095e-35 -0.10096999999999999 0.083995000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 -5 -9 -7 11 12 13 14 15 17 21 18 19 20 -10 -17 -19 24 25 26 27 -22 -29 -30
right_child=1 2 -4 4 -6 9 -8 8 10 -11 -12 -13 -14 -15 -16 16 -18 22 -20 -21 23 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0014866284290989584 -0.0010704282369489702 -0.001379777944781163 -0.0014473022938512256 0.0012110805924398661 -0.0014867264256554378 0.00095659602810861796 -0.0013215918925009635 -0.00095808789423699125 -0.0010497387500773491 -0.00019179370125411337 -0.0012873996509693874 -0.0012623846516200993 0.00098916820114322091 -0.0011573162400766914 -0.00074917803474366007 0.0010124883035403762 -0.00047932017867606986 0.00016845843898601236 0.0013216036043581681 -0.00079376384627624348 -0.0013525175476471621 0.00011986245953927852 -0.00094551186714162555 0.00086422013716145989 0.0011119942495186822 0.0010757258315509288 -0.0010190672095798479 0.00090199466047263311 -0.00050000868901982831 0.00049106181355127159
leaf_weight=0.0013593615207794221 0.0028605670149044462 0.0012725276491138962 0.0012499629477353827 0.0015512021608969908 0.00104905348188744 0.0058351480881029252 0.0015029356827760401 0.0021673805224908796 0.0010948981605434218 0.0019435062928323532 0.0010419812590498614 0.001062907008751778 0.0024225882023642944 0.0015470839720310705 0.0025659593950215767 0.0061633478651401674 0.0020500246857722013 0.001664042467460547 0.0010779510696039543 0.0020247863525426615 0.0011674242451960035 0.0024935149540397106 0.0035045876783357374 0.0023473782534551022 0.0011712581422926869 0.0011228169678361164 0.0017505180743846447 0.0023350168836486652 0.0022951938659940803 0.0029839565816427438
leaf_count=86 288 47 163 13 75 258 91 212 72 31 10 27 24 301 113 67 25 11 38 292 76 31 54 135 41 4 75 41 173 247
internal_value=0 -6.90162e-05 -2.16352e-05 8.46213e-06 3.89537e-05 6.70886e-05 -2.83581e-05 1.24698e-05 -2.79015e-05 0.000669669 1.80359e-05 4.97836e-05 8.31641e-05 2.73996e-05 7.58716e-05 0.000135935 0.000518972 -3.11864e-05 0.000117081 4.6103e-05 0.000150634 0.000755377 -0.000586869 0.00023725 0.000122506 2.30674e-05 -8.91554e-05 9.62128e-05 0.000318336 6.01783e-05
internal_weight=0 0.0633195 0.060459 0.059209 0.0579365 0.0568874 0.0491088 0.0476058 0.0460546 0.00777865 0.0438872 0.0428453 0.0417823 0.0393598 0.0378127 0.0352467 0.0107069 0.0245398 0.0193712 0.0182932 0.0162685 0.00865686 0.00516863 0.0151736 0.0128262 0.0116549 0.0105321 0.00878159 0.00761417 0.00527915
internal_count=3121 3035 2747 2584 2537 2462 2173 2082 2069 289 1857 1847 1820 1796 1495 1382 123 1259 1194 1156 864 98 65 792 657 616 612 537 461 420
is_linear=0
shrinkage=0.00148603


Tree=1066
num_leaves=31
num_cat=0
split_feature=31 39 42 156 151 4 150 160 158 41 15 128 16 156 14 484 403 403 50 43 133 43 4 49 15 51 47 3 151 1
split_gain=0.00146744 0.00124933 0.00123851 0.00108075 0.00108155 0.00130103 0.00131008 0.00115445 0.00112667 0.000896588 0.000829001 0.00146018 0.00110087 0.000826891 0.000860676 0.00105147 0.00113201 0.000804215 0.000968158 0.000907268 0.0011686 0.000919257 0.00131716 0.000845036 0.000690818 0.000635507 0.000610478 0.000588083 0.000483668 0.00076459
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 -1.0000000180025095e-35 -0.40381499999999992 0.27287000000000006 -0.22665999999999997 -0.091944999999999985 0.085900000000000018 0.078475000000000017 -0.095869999999999983 0.086435000000000012 -0.096824999999999981 0.10441500000000002 0.077685000000000018 0.073690000000000019 -1.0000000180025095e-35 0.035175000000000005 0.10114000000000002 -0.15582499999999996 0.10622000000000002 0.13895500000000002 -0.46376499999999993 -0.0020949999999999996 -0.091964999999999977 0.11144500000000002 0.10954500000000002 0.11924500000000002 0.086470000000000005 0.10937500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 -6 -8 9 10 12 13 -9 14 15 16 -12 19 -19 -18 21 22 -21 24 -24 26 27 -7 29 -26
right_child=1 -3 3 4 5 25 7 8 -10 -11 11 -13 -14 -15 -16 -17 17 18 -20 20 -22 -23 23 -25 28 -27 -28 -29 -30 -31
leaf_value=0.0013733145715546374 -0.0013731733433277214 0.0013733763967300268 -0.0013729337847869234 -0.0011677361041651697 0.0011730537590603804 0.0012617635565282852 -0.00090620569696873098 3.9211431516149196e-05 -0.0012834918621469874 -0.0010967371284448589 -0.0011035923245748783 -0.00137299725789587 -0.00110960370260656 -0.0010423030427232161 -0.00066063162505167227 0.0010162020024763554 0.00097213516767941305 -0.0012941348309212181 0.00048350839733375542 -0.0013316743943510142 -0.0011525829972229998 0.0012203192950757994 0.00073456576968220606 0.00066671105249262272 -0.00080701454391204138 -0.00038266010656208294 -0.00018480988891873067 0.00023306275230475498 0.00049523378244008471 0.00036730661018042363
leaf_weight=0.0014169725058534857 0.0013398585779995633 0.0011550024106412584 0.0011199691425840532 0.0014822132507532606 0.0015639155477629165 0.003433994249957272 0.0031533413828368486 0.0040173145510231656 0.00134039927286178 0.0013685297763288409 0.0012220315483539848 0.0011855250493191241 0.0025829479855934414 0.0010116236589876584 0.0019612461462941147 0.0032382620689119781 0.003509776332805358 0.0013148830267351022 0.0010296079701106464 0.0010032093664662347 0.0011137932307425649 0.0018228148180785544 0.0018457393194069027 0.0064095326454119044 0.0032459497125136849 0.0011221178336313642 0.0010953961131932033 0.0015070758742403711 0.0013734851696369788 0.0015411184421978419
leaf_count=86 18 21 163 64 14 183 363 85 172 69 480 134 120 122 31 116 27 191 22 27 34 41 20 220 126 16 23 67 29 37
internal_value=0 -4.04256e-05 -6.86013e-05 -3.77276e-05 -1.07816e-05 2.09669e-05 -6.23156e-05 -0.000104973 -4.50138e-05 -4.32362e-06 3.35928e-05 0.000122852 -0.000410366 0.000178895 0.000219225 0.000279414 0.000185598 0.000250672 -0.000513464 0.000332606 0.000210321 0.000298363 0.00018937 0.000295221 -2.17984e-06 0.000566076 0.000742436 0.000948 -0.000222913 -0.000428961
internal_weight=0 0.0591107 0.0579557 0.0566158 0.0554958 0.0540136 0.046855 0.0452911 0.0421378 0.0407974 0.0394289 0.0328286 0.00660026 0.0316431 0.0306314 0.0286702 0.0254319 0.0242099 0.00234449 0.0218654 0.0183556 0.0172418 0.015419 0.0144158 0.00800629 0.00715858 0.00603647 0.00494107 0.00616055 0.00478707
internal_count=3121 3035 3014 2996 2833 2769 2480 2466 2103 1931 1862 1657 205 1523 1401 1370 1254 774 213 561 534 500 459 432 212 289 273 250 192 163
is_linear=0
shrinkage=0.00137286


Tree=1067
num_leaves=19
num_cat=0
split_feature=14 52 157 376 52 16 52 52 1 151 1 2 4 16 16 3 13 16
split_gain=0.000155106 0.000200136 0.000284387 0.000300451 0.000209492 0.000315895 0.000630264 0.000295475 0.000263465 0.000299739 0.000197824 0.000178794 0.000170085 0.000267625 0.000160643 0.000135209 0.000134345 4.87933e-05
threshold=0.062655000000000016 -0.24164999999999998 -0.06266999999999999 0.088470000000000007 -0.081429999999999989 -0.056919999999999991 0.091275000000000009 0.11434500000000002 0.08844500000000001 -0.0083949999999999979 0.090540000000000023 0.092120000000000021 0.27044500000000005 -0.092484999999999984 -0.29154999999999992 -0.075634999999999994 -0.0075049999999999987 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 16 10 4 11 8 17 -8 14 -10 -3 -4 13 15 -6 -11 -1 -7
right_child=-2 2 3 -5 5 6 7 -9 9 12 -12 -13 -14 -15 -16 -17 -18 -19
leaf_value=1.9648684142436755e-05 -0.0015245272963046123 0.00040741176492519344 -0.00010919937591265793 0.0020523854106360919 0.00018259722778976508 -0.0022077650535418936 0.0016634665628119548 -0.0011847439322698818 -0.00092987953877690785 0.00049531952438199836 0.0028293377374272234 0.0021343732167910987 0.0022440821856202523 0.0016714209418793213 -0.001800661180837307 -0.0014454727086450653 -0.001927345006599703 -0.0034547191121976251
leaf_weight=0.0010482831040526941 0.0010541680700955061 0.0011584223856069267 0.0011552615174411042 0.0011203584463979057 0.0011490892144134755 0.0010249058219816776 0.0011793859887965219 0.0012030615614414542 0.0018271368582629677 0.0013703009034804481 0.0010524310090014311 0.0011679534778967771 0.001289682170197759 0.0019854119159976591 0.0015943927996552865 0.0010266986030700309 0.00129576236938339 0.0010275046645967789
leaf_count=185 104 228 163 57 105 211 36 197 129 49 107 105 170 171 789 42 172 101
internal_value=0 6.21863e-05 0.000191173 2.41313e-05 -0.000109531 -0.000288114 -0.00118965 0.000225209 0.000102231 0.000494486 0.00156032 0.00101872 0.000953314 0.000573458 -0.000969987 -0.000335973 -0.00105663 -0.00283203
internal_weight=0 0.022676 0.020332 0.0181211 0.0170008 0.0146776 0.00443486 0.00238245 0.0102427 0.00749923 0.00221085 0.00232321 0.00567209 0.00438241 0.00274348 0.002397 0.00234405 0.00205241
internal_count=3121 3017 2660 2325 2268 2000 545 233 1455 561 335 268 432 262 894 91 357 312
is_linear=0
shrinkage=0.00404364


Tree=1068
num_leaves=19
num_cat=0
split_feature=147 11 52 403 0 16 0 0 12 1 1 3 15 151 43 13 52 2
split_gain=0.000157909 0.000218638 0.00018909 0.000205606 0.000230488 0.000279437 0.000383343 0.000440659 0.000273339 0.000137594 0.000209023 0.000309967 0.000164341 0.00034469 0.000133184 0.000104244 6.70311e-05 4.19581e-05
threshold=0.08955500000000001 0.089270000000000002 0.19022000000000003 0.090990000000000015 0.18019500000000002 0.071345000000000006 -0.077999999999999986 -0.10011499999999998 0.08598500000000002 0.12000500000000001 0.094385000000000011 0.11924500000000002 -0.008624999999999999 -0.024429999999999997 -0.061959999999999994 -0.39067499999999994 -0.28430999999999995 0.094835000000000017
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 9 -8 10 12 17 13 -1 16 -16 -7 -12
right_child=-2 -3 -4 -5 -6 14 8 -9 -10 -11 11 -13 -14 -15 15 -17 -18 -19
leaf_value=0.00067469554989027644 0.0013133224214950728 -0.0018370486411158095 -0.0012756811436504323 -0.0016173923297828176 0.0020498558368401902 -0.00075154362342266367 0.0028736569001752412 -0.0019047298930054686 0.00035692410067968345 -0.00080313482170499013 0.0016452239773705574 -0.00027428062700773817 0.00097862130225777246 -0.0023543347934305075 -0.00062048902452479127 -0.0024265793760247564 0.00064260823510106993 0.0027283359545075686
leaf_weight=0.0013130573842463633 0.0013406738690631128 0.0010687388663725974 0.0016764246602622981 0.0010223896653641087 0.0010103252912916352 0.0011790569356666669 0.0014660787494054127 0.0015573549404765416 0.0012620635735101082 0.0013043336268387939 0.0011430915616523762 0.0012663694672809811 0.0015256922828870111 0.0010728330574991674 0.00100257809250337 0.0010064086975796185 0.0010031294520753686 0.0011059227121856807
leaf_count=40 118 103 342 241 21 171 183 970 267 63 28 44 76 90 18 162 100 84
internal_value=0 -8.80941e-05 1.26702e-06 0.000112526 0.000209607 0.000101562 0.00038822 3.78975e-05 0.00170939 0.000384393 0.000592949 0.00129449 -3.75345e-05 -0.00068733 -0.000788732 -0.00152526 -0.000110666 0.00217783
internal_weight=0 0.0219858 0.0209171 0.0192407 0.0182183 0.017208 0.0130168 0.0102887 0.00272814 0.0087313 0.00742697 0.00351538 0.00391158 0.00238589 0.00419117 0.00200899 0.00218219 0.00224901
internal_count=3121 3003 2900 2558 2317 2296 1845 1395 450 425 362 156 206 130 451 180 271 112
is_linear=0
shrinkage=0.00396435


Tree=1069
num_leaves=18
num_cat=0
split_feature=14 44 0 48 1 0 15 3 2 16 4 13 3 13 52 12 52
split_gain=0.000144522 0.000154744 0.000222684 0.000351685 0.000392627 0.000306397 0.000267801 0.000259557 0.000256711 0.000233246 0.00022834 0.000178093 0.00026146 0.000204892 0.000199572 0.000176115 0.00020967
threshold=0.062655000000000016 1.0000000180025095e-35 -0.10607499999999999 0.11951500000000001 0.077565000000000009 -0.084269999999999984 -0.082809999999999981 -0.077774999999999983 0.090675000000000019 -0.095094999999999985 0.19806500000000002 -0.084034999999999985 0.076840000000000006 -0.033284999999999988 0.098380000000000009 0.09334000000000002 0.091275000000000009
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 7 8 -4 -6 -10 11 14 13 -13 -7 16 -15
right_child=-2 -3 5 -5 6 10 -8 -9 9 -11 -12 12 -14 15 -16 -17 -18
leaf_value=-0.001285223205378347 -0.0014516920826361138 -0.0014513657384332141 -0.0029845641550347124 -0.0013615664482915114 -0.00032465782665739722 0.0016199315962361258 0.002656241993440877 -0.00039849580635708967 0.0029996175168927625 0.00053960083879646403 0.0019129128611443625 -0.0013276463762060713 -0.0022011523479333293 3.3700932674106972e-05 -0.00058150591552272584 -0.00091993793693583589 0.0022720480840853507
leaf_weight=0.0010266159826439712 0.0010384712049154024 0.0010129954721662662 0.0010094479496496611 0.0011766233536008031 0.0017736385411843969 0.0016707678453737884 0.0017823727143753132 0.0015412401535772587 0.0011096134329005025 0.0013339181015972201 0.0010007317164173477 0.0014869179491416307 0.0011003337147315051 0.001606681075650547 0.0010563945283719178 0.0011164889119421595 0.0011135172316381059
leaf_count=98 104 60 681 45 53 152 104 195 65 74 160 559 73 329 33 288 48
internal_value=0 6.18473e-05 0.000135172 0.000644331 0.000980245 -0.000193622 0.0013679 -0.00142195 0.00082339 0.0016567 0.000114999 -8.16145e-05 -0.000441955 -7.83474e-05 0.000767182 0.000405822 0.000949972
internal_weight=0 0.0219183 0.0209053 0.00820278 0.00702616 0.0127025 0.00599954 0.00255069 0.00421717 0.00244353 0.0101518 0.0091511 0.00642394 0.00532361 0.00272716 0.00383669 0.0027202
internal_count=3121 3017 2957 439 394 2518 296 876 192 139 1642 1482 1297 1224 185 665 377
is_linear=0
shrinkage=0.00396435


Tree=1070
num_leaves=31
num_cat=0
split_feature=31 39 42 156 401 151 1348 14 1456 43 376 1 42 4 13 49 0 3 4 52 52 4 159 43 13 3 42 4 133 2
split_gain=0.00154102 0.00155678 0.00113632 0.00107829 0.000941251 0.000947981 0.000997602 0.00135178 0.00090274 0.000840413 0.00127243 0.00100018 0.0014091 0.001123 0.000972456 0.00103499 0.00102081 0.000974512 0.000955184 0.0014784 0.000788609 0.000702698 0.000837748 0.000635851 0.00108844 0.000473261 0.000488516 0.000414489 0.000410058 0.000371433
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 -1.0000000180025095e-35 0.10076500000000001 -0.5225749999999999 0.090205000000000021 0.078320000000000015 -1.0000000180025095e-35 0.24789500000000006 0.088470000000000007 1.0000000180025095e-35 -1.0000000180025095e-35 -0.012509999999999999 -0.00096999999999999983 0.0093850000000000027 -0.10607499999999999 -0.12711499999999995 0.25615500000000008 -0.0064899999999999992 -0.013374999999999998 -0.49405499999999997 0.091530000000000014 -0.15582499999999996 -0.083364999999999981 -0.078934999999999991 0.088060000000000013 0.0061450000000000003 0.091250000000000012 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -7 10 11 12 -10 21 20 16 18 -18 19 27 29 -14 -23 -22 25 26 -25 -16 -15 -13
right_child=1 -3 3 4 -6 6 -8 -9 9 -11 -12 14 13 28 15 -17 17 -19 -20 -21 23 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0014009022620071129 -0.0014006236177198446 0.0014010321421192972 -0.001400391163897859 -0.0013200252604395224 -0.0013396917198274915 -0.0010558457704173921 0.0013440776813550197 -0.0012618116337128821 -0.0014004639433937095 -0.0007725169583129237 0.0013791690468067312 0.00038400642685127448 -0.00068940032481112391 -0.0012523248923264499 -0.00048711988094146533 0.00071777192989181564 0.00027187850033825631 -0.001194308391433162 -0.00064312808189330667 0.0012512194674160779 0.0011599868830367119 0.00058116206253015627 -0.00075252657846736353 -0.00082441254811487538 -0.0010305074194060667 0.00068401870073884325 0.00053812811690221081 0.00035470422733803914 -0.00023673499206547526 0.0013111402609013998
leaf_weight=0.0014745607370318927 0.0012606308879483654 0.0014151374174673484 0.001144425193831288 0.001044861593634038 0.0010489018086845539 0.0014284004984250745 0.0011039148773264165 0.0016152712116124226 0.0017905701593612386 0.0021893791025098244 0.0015109973098850196 0.0012192198650069494 0.0014604780796201233 0.0016893894145089206 0.0025424178510320417 0.0031976191499438747 0.0012826599844917297 0.0028957707473580294 0.0025811907436619208 0.0023764425750414375 0.0013242448753771905 0.0060299134495531712 0.0010905789527972942 0.0010577743985891175 0.0013439691019527782 0.0035338591074847167 0.0010073796389065137 0.0020894607423542766 0.0014475823998143511 0.0027778475853814655
leaf_count=86 18 21 163 47 163 233 31 73 443 159 44 89 16 190 36 50 94 126 41 18 15 379 23 35 191 100 29 12 79 117
internal_value=0 -4.91854e-05 -8.64415e-05 -5.56619e-05 -2.64489e-05 2.29972e-07 2.74999e-05 -1.87198e-06 4.06445e-05 7.43713e-05 0.000116274 7.16246e-05 -0.000243489 -6.66964e-05 0.000217254 9.07059e-08 -0.000166592 -0.000744231 8.51027e-05 0.000353313 0.000517662 0.000195411 0.000376893 0.000270758 0.000101154 0.000372795 -0.000159767 -0.000107369 -0.000783672 0.00102834
internal_weight=0 0.0565003 0.0550852 0.0538245 0.0526801 0.0516312 0.0505863 0.0494824 0.0478671 0.0464387 0.0442494 0.0427384 0.0135085 0.0117179 0.0292299 0.0169656 0.0137679 0.00417843 0.00958951 0.00700832 0.0122643 0.00858097 0.00712049 0.00826723 0.00694298 0.00559901 0.00206515 0.00463188 0.00313697 0.00399707
internal_count=3121 3035 3014 2996 2833 2670 2623 2592 2519 2286 2127 2083 1130 687 953 377 327 220 107 66 576 418 402 370 355 164 64 48 269 206
is_linear=0
shrinkage=0.00140032


Tree=1071
num_leaves=18
num_cat=0
split_feature=1 52 15 16 3 3 0 0 1 42 0 3 16 457 13 2 4
split_gain=0.000156764 0.000310472 0.000309472 0.000346515 0.000525963 0.000297302 0.000260478 0.000209431 0.000246542 0.000230278 0.000214186 0.000278499 0.000188654 0.00013582 0.000185675 0.000119561 9.73837e-05
threshold=0.10937500000000001 0.11434500000000002 -0.016799999999999995 -0.071854999999999988 0.10542000000000001 0.090900000000000009 -0.14920999999999998 -0.084269999999999984 1.0000000180025095e-35 0.088915000000000008 -0.10607499999999999 -0.0049599999999999991 -0.083539999999999989 0.082380000000000009 -0.28558999999999996 0.094835000000000017 -0.084369999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 6 -5 7 -2 8 -1 12 11 -10 -9 14 -7 16 -14
right_child=2 -3 -4 4 -6 13 -8 9 10 -11 -12 -13 15 -15 -16 -17 -18
leaf_value=-0.0024441191632123757 -0.00029981275940667496 -0.0016508509954800293 0.0016871730265479968 0.00064555997970699595 -0.0024831534288327654 0.00134945047616711 0.0019171485581224255 0.0018245348031789314 0.0015379457226776594 -0.0011672054111406113 -0.0016802492712841449 -0.00088689977414069146 -0.001194860388920173 0.0018419142315750155 -0.00066211134769057344 0.0010846789391582646 0.00037488378844619539
leaf_weight=0.0010333132476418603 0.0012622918220741575 0.0017149174447794744 0.001871453285653856 0.0014036735551581359 0.0013677227210795451 0.0012043852929650711 0.0014895958226495143 0.0011020269571360162 0.0010615781249567746 0.0013268560561021658 0.0012440811558565024 0.0014376368378563598 0.0010218140331887402 0.0012057314660758323 0.0011627499405548756 0.0010386806474909083 0.0010163260590544372
leaf_count=676 67 392 93 133 45 24 210 103 119 346 127 52 173 46 71 195 249
internal_value=0 -0.000209661 0.000425259 -2.31467e-06 -0.000898504 -3.12784e-05 0.000900228 -0.000341325 -0.00089149 0.000135984 -0.000462896 0.000143089 0.000549769 0.000861001 0.00036136 9.31852e-05 -0.000412102
internal_weight=0 0.0155701 0.00739474 0.00552328 0.0027714 0.0138552 0.00275189 0.0102823 0.00477661 0.0055057 0.0037433 0.00249921 0.00417885 0.00357287 0.00236714 0.00307682 0.00203814
internal_count=3121 2573 548 455 178 2181 277 2040 974 1066 298 171 720 141 95 617 422
is_linear=0
shrinkage=0.00359063


Tree=1072
num_leaves=31
num_cat=0
split_feature=31 39 42 151 1348 14 1456 133 52 13 403 13 160 132 1 49 133 16 4 0 157 49 49 4 43 43 39 43 2 51
split_gain=0.00121576 0.0011251 0.00109041 0.000955113 0.0011913 0.00134701 0.000866373 0.000826483 0.00115586 0.000851013 0.001134 0.00111897 0.000995751 0.000879732 0.000826943 0.00108908 0.00085489 0.000790033 0.000941494 0.000654689 0.000790332 0.000762045 0.000964201 0.000573838 0.000493616 0.00102772 0.000466273 0.000525213 0.000411455 0.000390053
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 -0.5225749999999999 0.090205000000000021 0.078320000000000015 -1.0000000180025095e-35 -0.25159999999999993 -0.52017999999999986 -0.084034999999999985 -0.088999999999999982 -0.53104499999999988 -0.082179999999999989 0.080640000000000017 0.10752500000000002 -0.10774499999999999 -0.0061299999999999992 0.23311500000000004 -0.42529999999999996 -0.23091999999999999 -0.073574999999999988 0.10542000000000001 -0.081404999999999991 -0.0016099999999999997 0.05259500000000001 -0.04890499999999999 0.083240000000000022 -0.25681499999999996 0.10882500000000002 0.078435000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 -8 -9 11 -11 -10 -13 17 15 -14 -17 18 -12 28 -21 22 23 -22 25 -18 27 -24 -20 -29
right_child=1 -3 3 4 -6 -7 7 8 9 10 13 12 14 -15 -16 16 24 -19 19 20 21 -23 26 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0011490474250095593 -0.0011489733567904739 0.0011491224539852832 -0.0011072550778820462 -0.00083168245013435192 0.0011109030598719814 -0.0010509659580305441 -0.00079738446628169559 -0.0011487947178195083 -0.00046252372185452543 -0.0011344663508492043 -0.0011250599790395583 -0.00062378527595096614 -0.0006676220183818737 0.00063853815216442127 0.0010537769369227241 -0.00025421543355966833 0.00090209735753579256 0.00049536913974087323 0.00074976861959115176 0.00049842142249923631 0.00060838116646921815 0.00053749130321521842 6.2350565747473579e-05 -0.00041034419848743871 0.0010806264942741391 -0.00045821542079247003 0.00013442772818026918 -0.00094213169260793045 -4.3545447706375056e-05 -0.00040390095998811342
leaf_weight=0.0011705741370509051 0.0011816536056912233 0.0010391556956790273 0.0010688127319156129 0.0016036548097562156 0.0012211417609009336 0.0016723892005288113 0.0015485100932393072 0.0010253852037224167 0.0021241078917881859 0.001179228177530244 0.0011875129380207626 0.0010657877255053636 0.0011856993265428909 0.0026991171031780494 0.0030158093486409862 0.0015025009751914479 0.002030031669035373 0.0030350553051512455 0.0018583992961680338 0.0020601124593504485 0.0018842434062769087 0.0014194095566004714 0.0012872363866378595 0.001190804765947461 0.0026762834925975199 0.0011470087509906001 0.001250948993571476 0.0045544105633310798 0.0016103196894619032 0.0029133778183396686
leaf_count=86 18 21 47 270 33 85 175 190 31 335 29 160 24 133 123 161 84 105 27 91 39 53 59 28 18 63 65 475 20 73
internal_value=0 -3.44663e-05 -5.80288e-05 -3.27605e-05 -9.76813e-06 -3.78529e-05 -1.8457e-06 2.74334e-05 5.65258e-05 8.53502e-05 -3.18282e-05 0.000308867 0.00043867 1.64172e-05 0.000536647 0.00035406 0.000518747 -5.28219e-05 -0.000131241 -7.23181e-05 -0.000167369 -0.00026196 -0.000348707 0.000213882 0.00071716 0.000410983 -0.000521603 -0.000615339 0.00038148 -0.000732154
internal_weight=0 0.0532381 0.052199 0.0510173 0.0499485 0.0487273 0.047055 0.0454513 0.0439028 0.0428774 0.0281302 0.0147472 0.0126231 0.0269509 0.0115573 0.00854152 0.00735582 0.0242518 0.0212168 0.0200293 0.0165605 0.0145004 0.013081 0.00307505 0.00585332 0.00317704 0.010006 0.00875502 0.00346872 0.00746779
internal_count=3121 3035 3014 2996 2949 2916 2831 2561 2386 2196 1532 664 633 1197 473 350 326 1064 959 930 883 792 739 67 165 147 672 607 47 548
is_linear=0
shrinkage=0.00114875


Tree=1073
num_leaves=31
num_cat=0
split_feature=31 39 42 156 151 1348 14 1456 133 123 13 13 403 1 456 0 43 151 4 12 1 133 42 2 12 4 16 48 3 42
split_gain=0.00167621 0.00139126 0.00134404 0.00108844 0.00105942 0.00114452 0.00140257 0.000858455 0.000826884 0.00102824 0.000884945 0.00114125 0.000967996 0.000850321 0.000773318 0.000715356 0.00125537 0.0009776 0.00107558 0.000915239 0.000686725 0.000665513 0.000788 0.000640359 0.000707134 0.000528888 0.000795136 0.000679365 0.000455856 0.000444358
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 -1.0000000180025095e-35 -0.5225749999999999 0.090205000000000021 0.078320000000000015 -1.0000000180025095e-35 -0.37971999999999995 1.0000000180025095e-35 -0.53104499999999988 -0.099939999999999987 -0.088999999999999982 0.10752500000000002 0.084065000000000015 -0.23091999999999999 -0.074359999999999996 -0.024429999999999997 0.27287000000000006 0.11650500000000001 1.0000000180025095e-35 0.089980000000000018 0.083995000000000014 0.097845000000000015 0.087005000000000013 -0.0024449999999999997 0.051380000000000002 0.093015000000000014 -0.078934999999999991 -0.080354999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 7 -6 -9 10 -10 13 -13 23 15 -14 19 -18 25 20 21 22 -17 24 -12 26 28 -27 -19 -11
right_child=1 -3 3 4 5 -7 -8 8 9 29 11 12 14 -15 -16 16 17 18 -20 -21 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0012942382462773402 -0.0012940056504468363 0.0012942474038619837 -0.0012937508225575798 -0.0012372728743600726 -0.00092281786633733448 0.0012529287555131732 -0.0011616505714427145 -0.00097787541902061292 -0.00089426898537789564 0.00018196829083197947 0.00046537108623508365 -0.0012782941117446204 0.00058025494318273969 0.0011198437733142461 -0.00095019074475030869 -0.00060633705409269037 0.00055309691866951968 -0.00069675217434992721 0.00038446789889394598 -0.00080415648821820435 0.00072012675924802206 -0.00074575471751026231 0.00073093933023182073 0.00068287281481117443 -0.0007936954148431702 -0.0012938255194050669 -0.0011694380472061843 -8.7084358384235166e-05 0.00022419161971460265 0.0010837952097108006
leaf_weight=0.0015629710489095663 0.0015211295651340597 0.0012336232100267344 0.001171166299471337 0.0011932799996969825 0.0016016827264064828 0.001184002583691778 0.0017798426441686379 0.0012960571507778509 0.0017325482591559185 0.001545892922706571 0.0014129619660536719 0.0010574734566031188 0.0034457147480111269 0.0024566910235783723 0.0014212119488110622 0.0010465608426413198 0.001888940249274996 0.0013350580586424139 0.0021260712451010031 0.0011862353613594232 0.0052708318624539174 0.0013014739640730966 0.00249687178480551 0.0025426604926508389 0.0015828597602052241 0.0030487044267964135 0.0015297677034080692 0.0010495750652390612 0.0027573610835780471 0.0022384869713842894
leaf_count=86 18 21 163 47 234 33 81 155 15 25 26 375 39 112 127 96 54 310 55 21 150 108 130 26 23 135 136 24 141 155
internal_value=0 -6.42335e-05 -9.51413e-05 -6.05373e-05 -3.25084e-05 -3.94764e-06 -3.42243e-05 8.13519e-06 4.07131e-05 7.03967e-05 1.0407e-05 5.06409e-05 -6.18776e-05 0.000486377 -1.88629e-05 2.76071e-05 -4.84496e-05 -0.000311217 -0.000449033 0.000270896 0.000396964 4.53905e-05 0.000335972 0.000205391 -0.000199864 -0.000631337 -0.000373697 -0.000984777 -7.62452e-05 0.000715405
internal_weight=0 0.0554547 0.0542211 0.0527 0.0515288 0.0503355 0.0491515 0.0473717 0.04577 0.044474 0.0406896 0.038957 0.0309619 0.00799517 0.0299044 0.0284832 0.0250375 0.0137355 0.0118465 0.011302 0.0101157 0.00484491 0.00354343 0.00553848 0.00299582 0.00972047 0.00562219 0.00409828 0.00409242 0.00378438
internal_count=3121 3035 3014 2996 2833 2786 2753 2672 2438 2283 2103 2088 1901 187 1526 1399 1360 855 801 505 484 334 226 75 49 746 587 159 451 180
is_linear=0
shrinkage=0.00129368


Tree=1074
num_leaves=18
num_cat=0
split_feature=41 124 4 0 48 47 2 47 47 52 157 160 42 15 48 150 16
split_gain=0.000147834 0.000149357 0.000208122 0.000241072 0.000258192 0.00023566 0.000188777 0.000186185 0.000312926 0.000184541 0.000226366 0.000206447 0.000266477 0.000273639 0.000468194 0.000268339 9.6797e-05
threshold=0.078475000000000017 0.08919500000000001 -0.49405499999999997 -0.019414999999999998 -0.086869999999999989 0.13148500000000005 0.10774000000000002 0.10980000000000002 0.092530000000000015 -0.24164999999999998 -0.06266999999999999 -1.0000000180025095e-35 0.08623500000000002 0.084050000000000014 0.086035000000000014 0.095565000000000011 -0.083134999999999987
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 7 -5 8 9 -6 -11 -12 13 14 16 -16 -13
right_child=-2 -3 3 6 5 -7 -8 -9 -10 10 11 12 -14 -15 15 -17 -18
leaf_value=-0.0013251880100800457 -0.0011993673090774073 0.0014736662124456934 -0.0019413998593105517 0.0019666942214239809 -0.0012753453670572177 -0.0017060181505829351 -0.00015151059243686065 0.0017661006151602106 -0.0017937892727314395 0.0017620094622186747 -0.0011817896394934252 0.0025442696529410719 0.0016981075578420036 -0.0015286219520809587 -0.0020253131665652047 0.00066327079601350303 0.00097386893648370267
leaf_weight=0.0016490278655476578 0.0014715565411629319 0.0010929840297126949 0.0010367664664210343 0.0017194077079409923 0.0010759445069159742 0.0010594623139086332 0.0010082487575804322 0.0010537264240246822 0.0012356158627986344 0.0016005300406447551 0.0014249190300157965 0.0010528899021480798 0.0018905074224978557 0.0013326122337403712 0.001232615364869849 0.001028806150280559 0.0013571360124215968
leaf_count=148 148 52 63 106 205 45 86 96 137 270 449 172 444 448 110 31 111
internal_value=0 7.33229e-05 -4.09439e-07 0.000113912 -6.42196e-05 6.26117e-05 0.00118372 0.000193781 6.85661e-05 0.000260394 0.000411709 0.000179809 0.000425568 2.4882e-05 0.000468046 -0.000802175 0.00165994
internal_weight=0 0.0218512 0.0207582 0.0191092 0.0163815 0.0153448 0.00272766 0.0142853 0.0132316 0.011996 0.01092 0.00931949 0.00789457 0.00600406 0.00467145 0.00226142 0.00241003
internal_count=3121 2973 2921 2773 2581 2518 192 2473 2377 2240 2035 1765 1316 872 424 141 283
is_linear=0
shrinkage=0.00388662


Tree=1075
num_leaves=16
num_cat=0
split_feature=1 15 15 15 0 52 3 0 4 0 12 16 4 13 48
split_gain=0.000147298 0.0002718 0.000257764 0.000339706 0.00031798 0.000218904 0.000373733 0.000218947 0.000277006 0.000247779 0.000171679 0.000169714 0.000155664 0.000150173 0.000105789
threshold=0.10937500000000001 0.095175000000000023 -0.016799999999999995 -0.052074999999999989 -0.10836499999999999 0.11434500000000002 0.090900000000000009 -0.077999999999999986 -0.49013999999999996 -0.10011499999999998 0.085955000000000018 0.25084500000000004 0.053180000000000012 -0.010384999999999998 0.086260000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 13 6 7 9 -9 12 -10 14 -1 -2 -8
right_child=2 -3 -4 -5 -6 -7 11 8 10 -11 -12 -13 -14 -15 -16
leaf_value=-0.0010517252950306367 0.00074530245299080555 -0.0021829567419681742 0.0018407812040038278 -0.0021332417123330494 0.0017821860087925932 -0.001559260992974299 0.0029493309991121398 -0.0013606452521921937 0.002479957971184223 -0.0020969348947959482 0.00032517133046992299 6.551184297700999e-05 0.00065257135779652603 -0.0013626139028187201 0.0010679818386589502
leaf_weight=0.0019659364095119276 0.0010295820318262372 0.0011758332152801429 0.0018540757465110849 0.0010438907547034582 0.0019926573411206405 0.0015760181598015741 0.0010862863099525564 0.001072181163797481 0.0010677331238770887 0.00187968414848666 0.0016905684416723687 0.001224479311268567 0.0018327697614788363 0.0014276061482036972 0.0010311115870536014
leaf_count=155 87 352 93 39 282 226 51 99 91 1123 287 43 114 47 32
internal_value=0 -0.000237996 0.000484421 2.66647e-05 0.000533358 -7.9475e-05 0.000102006 -0.000323318 0.000453937 -0.000847632 0.00115929 0.00131221 -0.00022945 -0.00047938 0.00203317
internal_weight=0 0.0156026 0.00734781 0.00549374 0.00444985 0.0144268 0.0128508 0.00950887 0.00383048 0.00567839 0.0027583 0.00334188 0.00379871 0.00245719 0.0021174
internal_count=3121 2573 548 455 416 2221 1995 1869 477 1392 378 126 269 134 83
is_linear=0
shrinkage=0.004207


Tree=1076
num_leaves=16
num_cat=0
split_feature=484 15 11 48 43 4 15 16 16 51 2 13 16 49 47
split_gain=0.000147107 0.000154074 0.000257573 0.000209195 0.000388372 0.000258107 0.000232656 0.000280814 0.000213625 0.000212078 0.000197415 0.000313768 0.000186273 0.000173757 4.98404e-05
threshold=-0.0068949999999999992 -0.24436499999999997 0.081790000000000015 0.016865000000000002 -0.043144999999999996 0.033845000000000007 -0.016799999999999995 0.41553500000000004 -0.056919999999999991 -0.025069999999999999 0.10136500000000002 0.0076650000000000008 -0.078844999999999985 -0.069799999999999987 0.096475000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 6 -5 13 8 9 14 -8 11 12 -11 -6 -3
right_child=1 2 -4 4 5 -7 7 -9 -10 10 -12 -13 -14 -15 -16
leaf_value=-0.0011313950736041669 0.0011658015903904255 0.00049143929811420117 -0.0017093375590160526 0.0021747894148249178 -0.00042693363890250013 -0.0014753579977829553 0.0011563917243738494 0.0018530575425853191 -0.0017998494459066532 0.0013471665458659164 -0.0014280489574520485 -0.0015411553973928959 -0.00045283329099399976 0.0013716822979339589 -0.00065431645234944051
leaf_weight=0.0014556208421948593 0.001597811165715112 0.0010016173495205338 0.0011363112987980975 0.0016405112589377158 0.0012382383469069502 0.0010753361246527149 0.0014702727009336955 0.0011403835047758548 0.0018932311822575905 0.0019228244461158535 0.0017621012759090338 0.0012443063885311245 0.0012875422019907375 0.0017229296923983997 0.0010360040824899386
leaf_count=503 232 187 135 218 72 45 144 26 299 509 119 133 344 122 33
internal_value=0 7.22665e-05 -1.70088e-05 8.73026e-05 0.000672171 6.14791e-05 -0.000172945 0.000157089 -0.000914095 -9.45099e-05 -0.000390349 2.01257e-05 0.000625263 0.000619575 -9.11064e-05
internal_weight=0 0.0211694 0.0195716 0.0184353 0.00567702 0.0040365 0.0127583 0.00882743 0.00393085 0.00768705 0.00621677 0.00445467 0.00321037 0.00296117 0.00203762
internal_count=3121 2618 2386 2251 457 239 1794 1275 519 1249 1105 986 853 194 220
is_linear=0
shrinkage=0.00366245


Tree=1077
num_leaves=16
num_cat=0
split_feature=1 52 52 3 4 0 12 42 15 16 3 0 42 457 49
split_gain=0.000143543 0.00022014 0.000232937 0.000217711 0.000243126 0.000262583 0.000253542 0.000222243 0.000199325 0.000307912 0.000431925 0.00019891 0.00017541 0.000134613 0.000132371
threshold=0.10937500000000001 0.11434500000000002 0.10024500000000001 0.090900000000000009 -0.35136499999999998 -0.077999999999999986 0.088615000000000013 1.0000000180025095e-35 -0.016799999999999995 -0.071854999999999988 0.10542000000000001 -0.14920999999999998 0.083935000000000023 0.082380000000000009 -0.009244999999999998
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 11 -11 -2 -7 -5 -6
right_child=8 -3 -4 13 5 12 -8 -9 -10 10 -12 -13 -14 -15 -16
leaf_value=-0.0027361980734061835 -0.00015136237963810792 -0.0018508187041174416 0.0018884094211387603 5.0498425030340889e-05 -0.0024580464002987002 0.0020544288448504297 -0.0028369220866848442 0.00083999186293656184 0.0018745542468669696 0.00075539148140489772 -0.0029911131995881183 0.0023858540519005288 -0.00049151591310559741 0.0020742424386703587 -0.00041448180716562819
leaf_weight=0.0010273126280377918 0.0012526934050041127 0.0016727411735678053 0.001200596612645822 0.0018254979500689225 0.0011189336639618741 0.0013594005488910517 0.001136792053176211 0.0018933160691358419 0.0017988846616905354 0.0013914738570917073 0.0012696953052859783 0.0014249294052868233 0.0010233914286730261 0.0011595565281439235 0.0017587065781262149
leaf_count=118 67 392 111 91 61 186 468 537 93 133 45 210 235 46 328
internal_value=0 -0.000261359 -6.44656e-05 -0.00025504 -0.000604765 -0.000340651 -0.000865637 -0.000395932 0.000537356 8.67927e-05 -0.00103214 0.00119885 0.000960965 0.00083663 -0.0012091
internal_weight=0 0.0151762 0.0135035 0.0123029 0.00931785 0.00829054 0.00590775 0.00477096 0.00713768 0.00533879 0.00266117 0.00267762 0.00238279 0.00298505 0.00287764
internal_count=3121 2573 2181 2070 1933 1815 1394 926 548 455 178 277 421 137 389
is_linear=0
shrinkage=0.00464487


Tree=1078
num_leaves=19
num_cat=0
split_feature=14 484 52 124 123 160 151 12 4 1 15 42 43 0 13 15 484 48
split_gain=0.000144447 0.000159966 0.000188611 0.000188698 0.000205743 0.000248827 0.000244656 0.000317548 0.000244909 0.000261342 0.000244613 0.000234968 0.000200492 0.000168869 0.000257965 0.000245323 0.000167118 4.87288e-05
threshold=0.062655000000000016 0.085515000000000022 -0.40306999999999998 0.0049200000000000008 1.0000000180025095e-35 -1.0000000180025095e-35 -0.090369999999999992 0.11650500000000001 0.24564500000000003 0.10937500000000001 -0.037864999999999989 -1.0000000180025095e-35 -0.072864999999999985 -0.10096999999999999 -0.095304999999999987 -0.095869999999999983 0.091880000000000003 0.087380000000000013
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 10 -7 8 11 -10 -4 -8 -13 15 -15 -14 -3 -17
right_child=-2 16 3 -5 -6 6 7 -9 9 -11 -12 12 13 14 -16 17 -18 -19
leaf_value=-0.0016718799502433879 -0.0014766284742334054 0.0021836906774433608 -0.0028591537417937199 0.0017046306311363961 0.0014165814526500935 -0.0018423795806325877 -0.0017209066960833508 -0.0018765364917982487 0.0002889253007789703 0.0029826597220449433 -0.00012870133287082677 0.0014689421029726406 -0.0010212008381126586 0.00049015193441262624 -0.002042945774316263 0.0018413882360090973 4.8326386403246691e-06 0.00071112031305933202
leaf_weight=0.0010676054201849928 0.0010004985996001628 0.0010853603855611729 0.0010128510950618286 0.0010137112200068179 0.0013672881426030061 0.0010324443697007366 0.00102017592906523 0.0010885018604636096 0.0012327179066833347 0.0010466187297013541 0.0010504269834352717 0.0017858944566302446 0.0011139378629358987 0.0012179565013106242 0.0013129288355493421 0.0011039125651137738 0.0011284094543968504 0.0013118629109811764
leaf_count=276 104 111 298 61 194 77 532 83 73 102 289 147 28 72 382 29 220 43
internal_value=0 6.517e-05 -5.36485e-05 4.3896e-05 -5.69277e-05 -0.000188349 1.08286e-05 0.000167217 0.000366807 0.00152583 -0.00146906 6.886e-05 0.00030156 -4.24362e-05 -0.000823925 0.000517909 0.00107308 0.00122761
internal_weight=0 0.0209926 0.0187788 0.0177112 0.0166975 0.0153302 0.013267 0.0122345 0.011146 0.00227934 0.00206328 0.00886667 0.00784649 0.0060606 0.00253089 0.00352971 0.00221377 0.00241578
internal_count=3121 3017 2686 2410 2349 2155 1568 1491 1408 175 587 1233 701 554 454 100 331 72
is_linear=0
shrinkage=0.00396435


Tree=1079
num_leaves=31
num_cat=0
split_feature=31 39 42 151 150 1456 1374 4 1213 160 11 148 14 15 128 47 1 403 43 4 156 52 4 49 402 2 48 159 133 12
split_gain=0.00144133 0.00138899 0.00120324 0.00113074 0.00125303 0.00141123 0.0011752 0.000954337 0.00110239 0.00113202 0.00119174 0.00118299 0.00110223 0.00102867 0.00154684 0.00111195 0.000921531 0.000748713 0.000765087 0.00137054 0.000733289 0.000699514 0.000690454 0.000720999 0.000671053 0.000572277 0.000569411 0.000528629 0.000765847 0.000903019
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 -0.40381499999999992 -0.22665999999999997 -1.0000000180025095e-35 0.097240000000000007 0.27834500000000006 -0.082704999999999987 -0.091944999999999985 0.081790000000000015 0.10530000000000002 -0.46885499999999997 -0.095869999999999983 0.086435000000000012 0.10783500000000001 1.0000000180025095e-35 0.084910000000000013 0.15359500000000004 -0.012509999999999999 0.091255000000000017 1.0000000180025095e-35 0.0049200000000000008 -0.043469999999999995 -0.071209999999999982 0.10327000000000001 0.086125000000000021 0.091235000000000024 0.085195000000000007 0.095780000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 7 8 -7 26 11 13 -9 15 16 25 17 18 19 27 21 22 24 -24 -18 -11 -10 28 29 -15
right_child=1 -3 3 4 5 6 -8 12 9 10 -12 -13 -14 14 -16 -17 20 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013465688409128229 -0.0013462117520350694 0.0013464758228000503 -0.0011695701968911288 0.0010274837436504429 -0.0011712392121464707 -0.0013460380561707344 -0.0013412140081399497 -0.00039976270563912424 -0.001223832399030108 -0.0010568022381500979 -0.0012088949880764775 -0.0013463115974518206 0.00080857803680351977 0.0010041330419745067 -0.0013461259307506511 0.00041134182337444785 0.0011671834942738395 -0.0010568152326502036 0.00076382598025439804 -0.0010086794048340833 -0.00042362486595584961 0.0012297078431511991 0.0013146464647340664 0.00030690068112935851 -1.322506401284593e-05 2.8537356960668264e-05 -8.1701500541692563e-05 -0.00067928462494533967 -0.00030410931675012797 -0.00033402265982806822
leaf_weight=0.0013622605325060979 0.0013354485837666621 0.0012573449141939355 0.0016003755370697084 0.0019872149022148724 0.0019965866281292923 0.0011755477627044533 0.0011887639028458344 0.0018815034319885626 0.0020313470864903307 0.0031616154102103158 0.0013412712629765613 0.0010227884145592716 0.0050064924495387677 0.0034574118982639741 0.0010953577834977848 0.0022386133116576445 0.0010328755442827742 0.0010618347255015878 0.0026465024409247926 0.002129007357597257 0.0014038108320963963 0.0025845321966322396 0.0026556180418992881 0.0024939838945030601 0.005617516915023657 0.0012195851912224498 0.0012948103243175524 0.0010596011033952024 0.0022517787218347962 0.0012416410835047742
leaf_count=86 18 21 64 22 285 267 24 36 232 146 106 12 234 181 120 33 39 87 66 202 84 54 24 25 270 46 58 21 215 43
internal_value=0 -5.33917e-05 -8.31167e-05 -5.39726e-05 -2.22482e-05 -6.0672e-05 -1.82704e-05 1.25029e-05 -6.00905e-05 -2.49688e-05 3.81999e-05 8.17891e-05 0.000478511 0.000120895 0.000224562 -0.000360367 0.000282615 2.91907e-05 0.00011938 -4.8827e-05 0.000504892 0.000595507 0.000456599 0.000826589 0.000170105 -0.000754679 -0.000779222 0.000206282 0.00034128 0.000650549
internal_weight=0 0.0604708 0.0592134 0.057878 0.0562776 0.0542904 0.0522938 0.051105 0.0442171 0.0430415 0.0397153 0.0383741 0.006888 0.0373513 0.0307315 0.00661981 0.0296361 0.0138478 0.0127859 0.0101394 0.0157883 0.0143845 0.0118 0.0051496 0.00665039 0.0043812 0.00332616 0.00801043 0.00695083 0.00469905
internal_count=3121 3035 3014 2996 2932 2910 2625 2601 2331 2064 1774 1668 270 1656 1431 225 1311 815 728 662 496 412 358 49 309 192 290 460 439 224
is_linear=0
shrinkage=0.00134594


Tree=1080
num_leaves=18
num_cat=0
split_feature=1 4 2 4 3 3 2 11 15 0 0 16 15 15 49 0 3
split_gain=0.000134911 0.000232398 0.000208552 0.000236159 0.000189992 0.000211576 0.000278091 0.000475687 0.000285274 0.000263475 0.000217973 0.000261847 0.000213758 0.00017646 0.000305051 0.000143971 9.13039e-05
threshold=0.077565000000000009 -0.012509999999999999 0.10672500000000001 -0.46376499999999993 0.16158000000000003 0.086245000000000016 0.082850000000000021 0.080455000000000013 -0.037864999999999989 -0.073309999999999986 -0.055064999999999996 -0.056919999999999991 -0.10203999999999998 -0.095869999999999983 -0.066019999999999981 -0.059114999999999994 -0.079864999999999978
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 10 8 -8 13 11 12 -2 -7 -15 -5 -14
right_child=4 -3 -4 15 -6 9 7 -9 -10 -11 -12 -13 16 14 -16 -17 -18
leaf_value=-0.0021683276454392518 -0.0015292825048626205 -0.0017974771902134253 0.0015106779566313386 -0.00089879733258343476 0.0018136952856991247 -0.0011143756910560773 0.0038338562698171474 -0.00080149067035282303 0.0009140162801711567 -0.0024367937687793119 0.0012827541836995466 -0.0024067777582752296 -0.0001101238129283445 -0.0011566689407564086 0.0016641613290729771 0.0011165154021015138 0.0016193010868079476
leaf_weight=0.0010449129182361619 0.0010297434111457004 0.0017401769224999197 0.0011303896918266609 0.0011292077820515547 0.0011492089755860127 0.0018490834229112352 0.0012201765027044509 0.0011277123080573048 0.0010670056588217847 0.0010342980123070342 0.0014293987099851524 0.0010136409908585442 0.0010217793004883013 0.0010860800908716328 0.0016324057874115283 0.0012941190050241866 0.0010560447251366512
leaf_count=36 53 626 117 825 147 64 184 142 82 63 125 257 171 34 56 32 107
internal_value=0 -0.000513663 -2.78526e-05 -0.0005293 0.000199142 7.17714e-05 0.000464683 0.00139079 0.00247171 -0.000557063 -0.000105084 -0.000586441 7.3252e-06 -0.00013141 0.000537193 0.000177432 0.000768849
internal_weight=0 0.00633881 0.00459863 0.00346824 0.0157166 0.0145674 0.0089655 0.00341489 0.00228718 0.00560187 0.00555061 0.00412121 0.00310757 0.00456757 0.00271849 0.00242333 0.00207782
internal_count=3121 1636 1010 893 1485 1338 1121 408 266 217 713 588 331 154 90 857 278
is_linear=0
shrinkage=0.00412451


Tree=1081
num_leaves=16
num_cat=0
split_feature=41 2 484 15 42 12 1 3 15 2 16 133 13 49 15
split_gain=0.000135832 0.000134721 0.000143049 0.000159321 0.000444132 0.00025111 0.000188685 0.000370457 0.000393764 0.000309145 0.000267805 0.000296837 0.000253085 0.000222361 0.000173526
threshold=0.078475000000000017 -1.0000000180025095e-35 -0.0068949999999999992 1.0000000180025095e-35 0.083995000000000014 0.095110000000000014 1.0000000180025095e-35 -0.10519499999999998 -0.016799999999999995 0.089885000000000007 0.013515000000000001 0.017095000000000003 -0.061684999999999997 -0.047584999999999995 -0.10324499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 6 5 -5 10 -8 9 12 -4 -12 -9 -11 -15
right_child=-2 2 3 4 -6 -7 7 8 -10 13 11 -13 -14 14 -16
leaf_value=0.001215043662848756 -0.0011734467454374937 -0.0013355135861760254 -0.0020952041603953158 -0.0023078375966253516 0.00095444545656946989 6.378756767566783e-05 0.0027451654661207088 0.00029491972965190345 0.0024296313376901053 0.0019583592356133312 0.0012343939129064857 -0.0014344412701320693 -0.0021047374120706408 0.00080551311519857236 -0.0011331152522707096
leaf_weight=0.0014570889527160116 0.001404274791420689 0.0011571482440119176 0.0010538183677074606 0.0019032725573130951 0.0018688959555852591 0.0010445015132533042 0.0010748329636704997 0.0011758932089440677 0.0011422608313456147 0.0013038773266824686 0.0016540105054881071 0.0010163750609865074 0.0015248432284411511 0.0017346090241172601 0.0011664829988689016
leaf_count=177 148 483 377 438 472 128 117 106 82 82 88 124 72 160 67
internal_value=0 7.64874e-05 -1.16585e-05 7.50673e-05 -0.000527763 -0.00146749 0.000301084 0.000602032 0.000315809 -3.38343e-05 -0.000436119 0.000218609 -0.00105993 0.000625201 2.60215e-05
internal_weight=0 0.0202779 0.0188208 0.0176637 0.00481667 0.00294777 0.012847 0.0091228 0.00804797 0.00690571 0.0037242 0.00267039 0.00270074 0.00420497 0.00290109
internal_count=3121 2973 2796 2313 1038 566 1275 686 569 487 589 212 178 309 227
is_linear=0
shrinkage=0.00388662


Tree=1082
num_leaves=31
num_cat=0
split_feature=31 453 1348 14 1456 52 133 1374 2 40 42 43 0 2 1373 123 13 13 3 42 15 12 52 16 13 1 3 13 2 1
split_gain=0.00147076 0.000812204 0.00115688 0.00129114 0.000936834 0.000707917 0.000861408 0.000657891 0.000695768 0.000951757 0.000908432 0.00121145 0.000997459 0.000803519 0.000724931 0.00069072 0.000902177 0.00103638 0.000687414 0.00078389 0.000902688 0.000665112 0.000660656 0.000613886 0.000516757 0.000477148 0.000456736 0.00051537 0.000312952 0.000642553
threshold=-1.0000000180025095e-35 0.10218000000000001 0.090205000000000021 0.076175000000000007 -1.0000000180025095e-35 -0.52017999999999986 -0.25159999999999993 0.10637000000000001 0.088850000000000012 0.051255000000000002 -0.11051499999999999 -0.074359999999999996 -0.11991499999999998 0.083215000000000011 1.0000000180025095e-35 0.083855000000000013 -0.53104499999999988 -0.39067499999999994 -0.077774999999999983 -0.095284999999999995 -0.042209999999999991 0.092355000000000007 0.083680000000000018 0.15891500000000003 -0.095304999999999987 0.091785000000000019 -0.10831999999999999 0.05868000000000001 0.091545000000000015 0.10312500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -7 8 9 10 -8 18 13 -13 15 16 -10 -18 19 -12 -21 23 -22 26 -14 -23 27 -19 -28 -30
right_child=1 -3 -4 -5 5 6 7 -9 14 -11 11 12 24 -15 -16 -17 17 21 -20 20 22 25 -24 -25 -26 -27 28 -29 29 -31
leaf_value=0.0012942222200523607 -0.0010392774946377627 -0.0011778501540179451 0.0012704025622363431 -0.0011548095986162704 -0.001019595300534029 -0.0010578448177256917 -0.0011439897691571052 -0.00095294588741782235 -0.0009491713356531206 0.001035133174855762 0.0010457352513992572 0.0010012698926297043 -0.00013323183261258086 -0.00055320724348955188 0.0011415633949668081 0.00093344137969177891 0.0010251078947504902 0.0012501512298460503 0.0010195180453373685 -0.0012569990128566328 -0.00032586824663102777 -0.0010400829511989175 0.00096028843631298737 -0.00048354173577030762 -0.0010491937348020828 7.6493551876946866e-05 0.00061121768455844514 9.4906922793677872e-05 -0.00055272121387912529 0.00032744768904822974
leaf_weight=0.0014007895621093161 0.0014412996464869812 0.0010466309746846028 0.0011249999028919424 0.0017265413639719887 0.0010649000975166958 0.0011437127184070741 0.0014764259397634918 0.0010036367477113109 0.0012340333588554088 0.0011617261257370606 0.0010809803706219867 0.0011828644146021292 0.0014752615230797517 0.0010509949825063813 0.0014526270832391211 0.0019262622642468577 0.0022014199841979788 0.0015880085889463632 0.0017416348438663576 0.0010015504325779911 0.0017230464448836358 0.0013847931883934636 0.0010920238097895663 0.0018839708884943471 0.0034216899246475394 0.0011917307298432434 0.0019725674036847989 0.0010898175658269338 0.0021394664878182645 0.0039527524250537738
leaf_count=86 270 18 35 99 198 167 61 31 11 18 20 17 53 25 22 129 67 35 62 113 153 340 64 58 569 46 101 31 129 93
internal_value=0 -5.09917e-05 -2.53138e-05 -5.78471e-05 -1.38827e-05 2.16114e-05 4.89395e-05 8.10436e-05 0.00010805 -9.36009e-05 -0.000179606 -7.62051e-05 -0.00044646 0.000269913 0.000258328 0.000195939 0.00011972 0.000195508 0.000321463 7.32283e-05 -0.000202215 7.53808e-05 0.000173058 0.000197612 -0.00077325 -0.000523628 0.000317068 0.000779992 0.000163359 1.83498e-05
internal_weight=0 0.0469774 0.0459307 0.0448057 0.0430792 0.0416379 0.040573 0.0394293 0.0384256 0.0164082 0.0152465 0.01377 0.00713081 0.00223386 0.0220174 0.0205648 0.0186386 0.0174045 0.00663924 0.0048976 0.00381662 0.0152031 0.00281507 0.0126266 0.00489695 0.00257652 0.0107426 0.00267783 0.00806479 0.00609222
internal_count=3121 3035 3017 2982 2883 2613 2415 2248 2217 1155 1137 1076 664 42 1062 1040 911 900 412 350 330 833 217 447 622 386 389 66 323 222
is_linear=0
shrinkage=0.00129368


Tree=1083
num_leaves=16
num_cat=0
split_feature=1 42 15 16 3 16 52 52 43 0 403 1 48 42 15
split_gain=0.000122443 0.000234259 0.00017881 0.000239656 0.0003718 0.000199729 0.000171176 0.000190786 0.000202027 0.000204209 0.000180712 0.00019649 0.00028808 0.000193668 6.33015e-05
threshold=0.10937500000000001 0.092620000000000022 -0.016799999999999995 -0.071854999999999988 0.10542000000000001 -0.27167499999999994 0.11434500000000002 0.092650000000000024 0.093175000000000022 -0.23091999999999999 0.03138500000000001 0.094385000000000011 0.083985000000000018 1.0000000180025095e-35 -0.096999999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 5 -5 -2 7 8 9 -1 11 12 13 -11 -13
right_child=2 -3 -4 4 -6 -7 -8 -9 -10 10 -12 14 -14 -15 -16
leaf_value=0.0016995518547220838 -0.0001616030799128489 -0.0021508626785267178 0.0018613416399902213 0.00076844365350933579 -0.0029141104458513816 0.0025260379735172218 -0.0016006927033928265 0.0020677594255400947 0.0017383755823333117 -0.0032623044899549461 0.0011742549085206795 0.0012605585688143738 0.00017717315866421079 -0.00088556762732637908 -0.00040002329950187464
leaf_weight=0.0010574926247191056 0.001364723665238543 0.0013786522370501384 0.0017478068178977671 0.0013538644676547307 0.0012147231607038123 0.0012256350875468058 0.0014930963368868797 0.0010842522812738462 0.0012863984674732496 0.0018309345598870857 0.001211267922454462 0.0010121437373173947 0.001821670871812453 0.001422853905786281 0.0011398057486662339
leaf_count=51 195 463 93 133 45 82 274 130 129 476 181 44 185 470 170
internal_value=0 -0.000254292 0.000525465 7.28808e-05 -0.000973091 0.00111006 -5.85783e-05 0.000135452 -5.8853e-05 -0.000302315 -0.000553178 -0.000842685 -0.00136152 -0.00222298 0.000381012
internal_weight=0 0.0147386 0.00690675 0.00515895 0.00256859 0.00259036 0.0133599 0.0118668 0.0107826 0.00949617 0.00843868 0.00722741 0.00507546 0.00325379 0.00215195
internal_count=3121 2573 548 455 178 277 2110 1836 1706 1577 1526 1345 1131 946 214
is_linear=0
shrinkage=0.00483252


Tree=1084
num_leaves=16
num_cat=0
split_feature=50 15 159 15 159 52 49 4 151 4 42 42 15 3 4
split_gain=0.000122385 0.000232559 0.00023135 0.00022135 0.000158765 0.000138733 0.000250852 0.000371308 0.00023825 0.000180301 0.000172919 0.000240471 0.000154715 0.000125756 0.000150001
threshold=0.10647500000000001 -0.24436499999999997 0.091530000000000014 -0.11713499999999999 0.076905000000000015 -0.0064899999999999992 -0.081404999999999991 0.0052350000000000009 -0.016164999999999995 0.033845000000000007 0.091545000000000015 0.083995000000000014 0.035560000000000008 0.090900000000000009 0.053180000000000012
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 -5 -8 -7 -9 11 12 13 14 -10
right_child=-2 2 -4 4 -6 8 7 9 10 -11 -12 -13 -14 -15 -16
leaf_value=0.0018501055639797764 -0.0013257036184304359 -0.001419273537513291 -0.0020785397463939522 0.0011335368429770331 0.0019417391949955634 0.0023033180230295209 -0.0024848586985473935 0.0015544568411812222 2.3560650889689228e-05 -0.00098811311535057533 -0.0013789732597034993 0.0019493576542874323 -0.0011228381077119228 -0.00060595814744319012 0.0023396472510338528
leaf_weight=0.0013796752200305731 0.0013127993065539792 0.0017821801550203476 0.0010565225319947294 0.0014908821132806338 0.0010225501548191121 0.0012121497278232427 0.0018501629636722373 0.0010597752874241806 0.0011371144037544221 0.0011691998304608486 0.001205422924352384 0.0016329611210969541 0.0016928783693679894 0.0012592803932918173 0.0010931700535374844
leaf_count=223 333 195 252 114 121 97 468 32 69 73 288 276 475 35 70
internal_value=0 8.13595e-05 -4.93875e-05 7.23684e-05 0.000240348 0.000122821 -0.000433634 -0.00100642 0.000458516 0.000220762 0.00017972 0.000455402 -1.53356e-05 0.000521943 0.00115879
internal_weight=0 0.0200439 0.0186643 0.0176077 0.0158255 0.014803 0.00557002 0.00407914 0.00923298 0.00222898 0.00802083 0.0068154 0.00518244 0.00348956 0.00223028
internal_count=3121 2788 2565 2313 2118 1997 687 573 1310 105 1213 925 649 174 139
is_linear=0
shrinkage=0.0044645


Tree=1085
num_leaves=16
num_cat=0
split_feature=3 50 2 159 2 15 11 3 457 42 52 1 4 4 47
split_gain=0.000118911 0.000223038 0.000197419 0.000283919 0.000187551 0.000179995 0.000193969 0.000294301 0.000204637 0.000178283 0.00020176 0.000205132 0.000274323 0.000147216 0.000146627
threshold=0.13524500000000003 0.10124500000000002 0.12358500000000001 0.091530000000000014 0.13093500000000002 0.091650000000000023 0.081790000000000015 -0.12018999999999998 -0.0029299999999999994 0.091735000000000025 -0.088204999999999992 0.094385000000000011 -0.0016099999999999997 -0.084369999999999987 0.093140000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -2 6 7 -1 -9 10 -10 12 13 -12 -13
right_child=4 -3 -4 -5 -6 -7 -8 8 9 -11 11 14 -14 -15 -16
leaf_value=0.0020677401506745755 0.0017101714093383223 -0.0022306251249977426 0.0017849433631311137 -0.0025243726339264617 -0.00072105850063901549 -0.0016720576987894462 -0.0017075455068435315 -0.001815048357041833 -0.00093927677237500245 -0.0015925011189799969 -0.00037529781054009719 0.0028703442418193856 -0.001472165896790821 0.0018129278354465875 0.0005754699045881057
leaf_weight=0.0017945499412039797 0.0019395360697274091 0.0010441825662457762 0.0012153410484077023 0.001022891168511785 0.0010579810978228466 0.0012615656704332854 0.0010995575820267342 0.0011512616027724585 0.0017266126835955584 0.0010036658051158507 0.0010265580815410633 0.0014313237581887739 0.0013879920931685347 0.0018745762468417304 0.0010350652297157481
leaf_count=98 94 348 177 237 98 359 124 143 214 211 262 109 191 418 38
internal_value=0 -0.000146838 -1.90796e-05 -0.000157709 0.000852063 5.94203e-06 0.000162389 0.000327782 3.4238e-05 0.00025868 0.000477725 0.00083989 0.000226119 0.00103863 0.00190726
internal_weight=0 0.0180751 0.017031 0.0158156 0.00299752 0.0147927 0.0135312 0.0124316 0.0106371 0.00948579 0.00848213 0.00675552 0.00428913 0.00290113 0.00246639
internal_count=3121 2929 2581 2404 192 2167 1808 1684 1586 1443 1232 1018 871 680 147
is_linear=0
shrinkage=0.00464487


Tree=1086
num_leaves=15
num_cat=0
split_feature=1 15 457 11 2 49 159 52 133 52 13 0 1374 4
split_gain=0.000127962 0.000167688 0.000159261 0.000212644 0.00020594 0.000344136 0.000285775 0.000277071 0.000283236 0.000299765 0.000282688 0.000183673 0.000162352 0.000101686
threshold=0.13146500000000003 -0.053579999999999996 0.087995000000000004 0.08765000000000002 0.113445 0.088340000000000016 0.091005000000000016 0.11434500000000002 -0.0061299999999999992 -0.0064899999999999992 0.01128 -0.076899999999999982 -1.0000000180025095e-35 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -6 7 8 -1 11 13 -10 -4 -11
right_child=1 -3 12 -5 5 -7 -8 -9 9 10 -12 -13 -14 -15
leaf_value=-0.0013247692781154471 0.0018944519417771215 -6.4888128915189605e-05 -0.00028931146726210297 -0.0018966616706757593 0.0018316971929148954 -0.00093068988891857065 -0.0021791636270165303 -0.0018991588211798804 -0.0015141984277089445 0.0019653095078776004 -0.00043778678909203771 0.00052812387458991126 0.0016964821302701061 0.00076516651090336515
leaf_weight=0.0017564979682464536 0.0010850836413850429 0.0013910038497737523 0.0010443378401632231 0.0010172114794242395 0.0016913868839316679 0.0010023387709046094 0.0010723284113218221 0.0011480039207875667 0.0015933538328524186 0.0019583626520444097 0.0017638972992464197 0.0010003307497066238 0.00127725415875135 0.0019827091435628526
leaf_count=636 180 54 40 111 184 125 203 345 381 316 117 188 109 132
internal_value=0 0.000793744 -0.0001111 -0.000243877 -0.000131564 0.000803809 -0.000336822 -0.000160479 3.80273e-05 0.000326478 0.000805207 -0.000726517 0.000803199 0.00136153
internal_weight=0 0.00247609 0.018308 0.0159864 0.0149692 0.00269373 0.0122755 0.0112032 0.0100552 0.00829865 0.00570497 0.00259368 0.00232159 0.00394107
internal_count=3121 234 2887 2738 2627 309 2318 2115 1770 1134 565 569 149 448
is_linear=0
shrinkage=0.0037357


Tree=1087
num_leaves=31
num_cat=0
split_feature=31 39 42 151 1348 14 52 133 1456 123 13 13 16 403 132 42 16 47 4 12 150 3 50 1 15 48 3 0 50 1
split_gain=0.00129355 0.00118107 0.00100667 0.000974571 0.00115133 0.00102121 0.000823294 0.00100816 0.000828889 0.000796171 0.000972258 0.00128926 0.000744526 0.000813267 0.000729918 0.000770063 0.00065203 0.000900315 0.000793127 0.00094594 0.0006689 0.00137145 0.000747557 0.000492717 0.000447471 0.000420481 0.000394685 0.000542359 0.000507358 0.000361402
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 -0.5225749999999999 0.090205000000000021 0.076175000000000007 -0.52017999999999986 -0.25159999999999993 -1.0000000180025095e-35 1.0000000180025095e-35 -0.53104499999999988 -0.23438999999999996 -0.54165499999999989 -0.088999999999999982 0.081465000000000024 -1.0000000180025095e-35 0.41553500000000004 0.09055500000000001 -0.27825499999999997 0.09141500000000001 0.087865000000000013 0.090900000000000009 0.10647500000000001 0.11323000000000001 -0.095244999999999982 0.085875000000000021 -0.097604999999999983 -0.10096999999999999 0.095395000000000021 0.088340000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 -8 -9 10 -10 -12 -13 -14 15 23 17 18 19 -17 22 -22 25 -15 -19 26 -20 -28 -29 -16
right_child=1 -3 3 4 -6 -7 7 8 9 -11 11 12 13 14 29 16 -18 24 20 -21 21 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.0013731969690045757 -0.0013731040398467251 0.0013733336186898908 -0.0013053183274989333 -0.0011596775921909725 0.0013349621927021549 -0.0011944061040239078 -0.0012152036321897454 -0.0010049173862839713 -0.0010825580884130102 0.00074634433852370269 0.00088694226709995689 0.0011193994883770223 -0.001094056377159392 -0.0013512876030117361 8.2739204496641824e-05 -0.0012607080228182201 0.00089154308129347137 -0.00099998897951255597 0.0010418610727108079 0.00031872884598865261 -0.0013261129027313094 0.00042611640987310115 -0.00078221739636455813 -9.2480492272462847e-05 8.4157224836623509e-05 -0.0001488506288246796 0.00075224080744727803 -0.00053163999156828515 0.00070198629012392384 0.0011187816394484524
leaf_weight=0.0012203356322588723 0.001125900130404033 0.0010621519204079269 0.0011527339665740035 0.0011681613351067757 0.0011402649176091009 0.0014521216984562093 0.0012290475284046911 0.0013621308691482694 0.0014314774328454396 0.0031474927002599342 0.0033044870336684786 0.0010503007620510261 0.0013590813626827005 0.0013825470163049127 0.0010915244207478905 0.0016801271858852647 0.001447565760761548 0.0025363057949201462 0.002521690840111987 0.001243731242095869 0.0014954878617938769 0.0019262914356659167 0.0010002637507393617 0.0010172498991209977 0.0010006121280206051 0.0017763550788334479 0.0035143860848094594 0.0016713130260575526 0.0010069056636199392 0.0015158674526958293
leaf_count=86 18 21 47 220 33 97 173 241 14 180 106 36 379 333 88 48 46 73 48 19 100 21 95 16 40 49 59 341 47 47
internal_value=0 -5.81715e-05 -9.06941e-05 -5.90481e-05 -2.67448e-05 -6.25771e-05 -2.33332e-05 9.27209e-06 4.7388e-05 8.49887e-05 2.54691e-05 7.27565e-05 -1.6221e-05 -5.70862e-05 -6.44238e-06 -7.79323e-05 -1.41186e-07 -6.05325e-05 6.49386e-05 -0.000588858 0.000193125 -0.000339695 0.000351789 -0.000817692 -0.000693278 0.000459914 0.000584007 0.000397565 -6.78447e-05 0.000685066
internal_weight=0 0.0478136 0.0467514 0.0456255 0.0444728 0.0433325 0.0418804 0.0407122 0.0394832 0.0381211 0.0349736 0.0335421 0.0302376 0.0291873 0.0278282 0.0252208 0.022821 0.0213735 0.0178366 0.00292386 0.0149127 0.00342178 0.0114909 0.0023998 0.00353692 0.0104907 0.0087143 0.0061926 0.00267822 0.00260739
internal_count=3121 3035 3014 2996 2949 2916 2819 2599 2426 2185 2005 1991 1885 1849 1470 1335 986 940 827 67 760 121 639 349 113 544 495 447 388 135
is_linear=0
shrinkage=0.00137286


Tree=1088
num_leaves=16
num_cat=0
split_feature=1 15 15 0 16 43 4 52 3 0 0 4 0 1 52
split_gain=0.000120334 0.00019273 0.000166106 0.00020438 0.000444975 0.000144287 0.000348593 0.000201124 0.000286063 0.000338338 0.000213432 0.000147471 0.000117019 0.000103726 9.85633e-05
threshold=0.10937500000000001 0.095175000000000023 -0.016799999999999995 -0.18113999999999997 -0.061854999999999993 -0.45785999999999999 -0.49013999999999996 0.11434500000000002 0.090900000000000009 -0.077999999999999986 -0.10011499999999998 0.053180000000000012 -0.060129999999999996 0.080000000000000016 -0.066844999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -2 -5 -1 -7 8 9 10 11 -8 -6 -11 -10
right_child=2 -3 -4 4 12 6 7 -9 14 13 -12 -13 -14 -15 -16
leaf_value=0.0013661424301808583 -0.0015642215266839093 -0.001891775389526893 0.001527044496747278 0.0019839703841391127 -0.0017272794740168661 -0.002430824956484797 -0.0010407966195066832 -0.0015856716783950126 0.00070038404214330585 0.00028575694982888955 -0.0019651237415082507 0.00065465970695604084 0.00014697128288456722 0.0020497671361204895 0.0023052606526781884
leaf_weight=0.0010355040978682348 0.0010011856271017194 0.0010389107208220181 0.0017176318062652731 0.0017759151504435078 0.0010354324505899015 0.0010518057441641923 0.0017015008017153858 0.0011615672502532934 0.0015658734617005621 0.0011706149169794485 0.0016954199289451466 0.0016545106069569826 0.001149228844897543 0.0010199235046148836 0.0010421542876208889
leaf_count=87 44 352 93 248 96 139 135 208 41 222 1087 113 67 140 49
internal_value=0 -0.00021535 0.000443245 6.80624e-05 0.000480684 -8.23881e-05 -0.000206728 5.71381e-06 0.000193379 -0.000220157 -0.000795712 -0.000204938 -0.00074134 0.00110709 0.00134168
internal_weight=0 0.0141378 0.00667939 0.00496176 0.00396058 0.0130989 0.0120634 0.0110116 0.00985 0.00724197 0.00505143 0.00335601 0.00218466 0.00219054 0.00260803
internal_count=3121 2573 548 455 411 2221 2134 1995 1787 1697 1335 248 163 362 90
is_linear=0
shrinkage=0.00404364


Tree=1089
num_leaves=16
num_cat=0
split_feature=484 15 11 3 16 0 3 16 0 13 1374 151 15 13 4
split_gain=0.000104203 0.000140401 0.000153092 0.000192633 0.000237469 0.00027008 0.000265828 0.00019886 0.000245912 0.000243956 0.000148764 0.000195764 0.000132439 0.000130179 0.000101267
threshold=-0.0068949999999999992 -0.24436499999999997 0.081790000000000015 -0.12018999999999998 -0.29154999999999992 -0.10607499999999999 -0.08824499999999999 -0.056919999999999991 -0.019414999999999998 -0.008624999999999999 -0.08070999999999999 -0.016164999999999995 -0.08730499999999998 0.073000000000000023 -0.077679999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 13 -5 10 -7 14 9 -9 -6 -12 -13 -3 -8
right_child=1 2 -4 4 5 6 7 8 -10 -11 11 12 -14 -15 -16
leaf_value=-0.00095344786502126507 0.0010944908068109655 0.0018005337643739639 -0.0013310162938364495 -0.0012313599965736079 -0.0003534411395111636 -0.001910879110269397 0.0014539643354750419 -0.00018304132374310199 0.00053435556543990576 -0.0022452741771853487 0.0022165105287043816 -0.00025889582327376191 0.001406382079223371 0.00019879293437391411 -1.3618503163161993e-05
leaf_weight=0.0012882528924043892 0.001446351762327879 0.0011440616432696294 0.0010064681492165653 0.0019068577113738857 0.0011256250464271034 0.0010719135756835901 0.0012124472491209515 0.0015007947372468449 0.001743459149162534 0.0012542556640027791 0.0012032510377038008 0.0012518976396282966 0.0010425328859788837 0.0012811345654739625 0.0010407296230374712
leaf_count=503 232 71 135 162 22 350 365 474 100 138 71 59 47 58 334
internal_value=0 6.0441e-05 -2.36503e-05 5.47707e-05 -9.72293e-05 7.65187e-05 -0.000314285 -6.08065e-05 -0.000479987 -0.00112189 0.000737841 0.00108904 0.000497766 0.000954398 0.000776096
internal_weight=0 0.0192318 0.0177854 0.016779 0.0143538 0.0124469 0.0078236 0.00675169 0.00449851 0.00275505 0.00462331 0.00349768 0.00229443 0.0024252 0.00225318
internal_count=3121 2618 2386 2251 2122 1960 1761 1411 712 612 199 177 106 129 699
is_linear=0
shrinkage=0.00345121


Tree=1090
num_leaves=16
num_cat=0
split_feature=1 42 42 157 43 2 151 16 0 16 51 16 16 42 0
split_gain=0.000117048 0.000179941 0.000166437 0.000208587 0.000245487 0.000175202 0.000214604 0.000259509 0.000157347 0.000143619 0.000154911 0.000144831 0.000103473 7.27285e-05 3.6609e-05
threshold=0.10937500000000001 0.092620000000000022 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.075574999999999989 0.089885000000000007 -0.0083949999999999979 0.22339500000000004 -0.036484999999999997 -0.071854999999999988 -0.025069999999999999 -0.27167499999999994 -0.088394999999999987 0.086730000000000015 -0.11013499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 13 12 -7 14 9 11 -11 -2 -6 -5 -8
right_child=8 -3 3 4 5 6 7 -9 -10 10 -12 -13 -14 -15 -16
leaf_value=-0.0011210562746615663 -0.00018483499471851972 -0.0015726255430238251 -0.0011530349708602616 0.00215570903907577 -0.0017680504759810995 -0.00105263194591158 0.0012351140616129964 -0.00044261304588081137 0.0016063192114660167 0.00028350672825580678 -0.0016844665645927724 0.0015351074602819907 -0.00014303588463931036 0.00077688621124620951 0.0022370889737111086
leaf_weight=0.001842844702110936 0.0013833336763984239 0.0012637034560206159 0.0015913750068264907 0.0010733725566526315 0.0010313748201609147 0.0010913012521078791 0.0011151239771507448 0.0013162045145378443 0.0012954729338234819 0.0013361156501554561 0.0010272466553207238 0.0014622550040463977 0.00126884291942558 0.0011510706621475353 0.0010080384622690453
leaf_count=793 164 463 390 209 125 50 42 63 129 109 70 76 205 178 55
internal_value=0 -0.000202424 -6.37859e-05 0.000119218 0.000342802 -1.52167e-05 0.0004196 0.000886735 0.000417932 0.000122379 -0.000571882 0.000698987 -0.000871662 0.00144222 0.00171083
internal_weight=0 0.0137533 0.0124895 0.0106467 0.00905533 0.00683089 0.00453067 0.00343937 0.00650442 0.00520895 0.00236336 0.00284559 0.00230022 0.00222444 0.00212316
internal_count=3121 2573 2110 1317 927 540 210 160 548 419 179 240 330 387 97
is_linear=0
shrinkage=0.00381041


Tree=1091
num_leaves=15
num_cat=0
split_feature=147 484 1 42 2 47 133 15 15 12 151 4 52 16
split_gain=0.000103252 0.000168438 0.000144573 0.000183296 0.000151736 0.000121197 0.000121004 0.000365252 0.000156946 0.000129761 0.000147879 0.000129595 0.000244934 0.00016961
threshold=0.08955500000000001 -0.0068949999999999992 0.13146500000000003 0.091735000000000025 0.10559 0.13283000000000003 0.083950000000000011 1.0000000180025095e-35 0.083935000000000023 -1.0000000180025095e-35 -0.044604999999999992 0.0061450000000000003 -0.0064899999999999992 -0.073404999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 -5 -4 7 9 -8 -3 -11 12 -12 -13
right_child=-2 2 5 4 -6 -7 8 -9 -10 10 11 13 -14 -15
leaf_value=-0.0016615164648635656 0.0011886758959939897 -0.0010553282546401385 0.002112808271044883 -0.0024019965984659131 -0.00013455052162975674 6.9858726267167846e-05 3.505449227468119e-05 -0.0017963760684098374 0.0020465563112759527 -0.00073967149283852857 -0.0010514798583412489 0.0023409400067369752 0.0013993627560866752 0.00037048287435170616
leaf_weight=0.0011203292698166714 0.0012091527577888775 0.0012128285039345581 0.001006043018405788 0.0010529198852975421 0.001036605094036025 0.0010507257071026288 0.0017425509125189595 0.0019394696361755845 0.0011328270314054922 0.0015306790420415179 0.0015542407206357006 0.0014981699666778425 0.0013473493460181025 0.0015976140181369614
leaf_count=493 118 126 175 345 126 26 352 609 142 107 224 95 108 75
internal_value=0 -7.95613e-05 2.05578e-05 -0.000117292 -0.00127713 0.00106914 6.14886e-05 -0.000144748 0.000827536 0.000221724 0.000427467 0.00072535 8.65655e-05 0.00132406
internal_weight=0 0.0188224 0.017702 0.0156453 0.00208952 0.00205677 0.0135557 0.0106804 0.00287538 0.00874088 0.00752805 0.00599737 0.00290159 0.00309578
internal_count=3121 3003 2510 2309 471 201 1838 1344 494 735 609 502 332 170
is_linear=0
shrinkage=0.004207


Tree=1092
num_leaves=31
num_cat=0
split_feature=39 9 42 401 453 1348 14 1456 133 52 123 1374 13 13 403 456 480 1374 0 132 130 159 2 49 133 151 15 15 40 0
split_gain=0.00144651 0.00125298 0.00111517 0.00103299 0.000932538 0.00124145 0.00153461 0.000943269 0.000894279 0.0012104 0.00101279 0.000898171 0.000798659 0.00116767 0.000714494 0.000711806 0.000640654 0.000571166 0.000721044 0.000602053 0.000827387 0.000744231 0.0010269 0.000916251 0.000891188 0.000856545 0.000674892 0.000605343 0.000502069 0.000418558
threshold=0.16946000000000003 -0.036024999999999995 -0.26584999999999998 0.10076500000000001 0.10218000000000001 0.090205000000000021 0.078320000000000015 -1.0000000180025095e-35 -0.25159999999999993 -0.52017999999999986 1.0000000180025095e-35 0.093235000000000012 -0.53104499999999988 -0.23438999999999996 -0.092474999999999988 0.084065000000000015 1.0000000180025095e-35 -0.094929999999999987 -0.23091999999999999 0.079970000000000013 -0.0015749999999999998 0.091530000000000014 -1.0000000180025095e-35 -0.087004999999999985 0.084415000000000018 0.08357500000000001 -0.093244999999999981 0.090615000000000015 -0.081804999999999975 -0.077809999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 -4 -9 -10 11 12 -11 -14 -15 16 17 -16 -19 20 -20 22 -22 25 27 -24 -23 -25 -12 -21
right_child=-2 2 3 -5 -6 -7 -8 8 9 10 28 -13 13 14 15 -17 -18 18 19 29 21 26 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.001486451592679778 0.0014866488257079347 -0.0014863258274560008 -0.0011139242876639047 -0.0014604620927985543 -0.0013405566617448873 0.0014635667146486132 -0.0013695685103351377 -0.0010527776097734938 -0.0014860971777300859 -0.00097680362535155227 0.00026562372386819709 -0.0011834632205200621 0.00098917484117755144 -0.0010554870358176832 -0.00069466570963356352 -0.0010186741778716805 -0.00094315723143202396 0.0012057437375966673 -0.00090854673122648766 0.00010390990717323715 -0.00081163160712427798 0.00022016320290194682 -0.00098870369274329508 0.00084446263601648365 -0.00054203504035690191 0.0005404817380240093 -0.0014861409743615241 -0.00035461187348313631 0.0014759403506045146 0.0012396711528568341
leaf_weight=0.0011364243804092835 0.0013768142364938276 0.0012346277883281678 0.0015513781590721356 0.0011306701437949753 0.0011586363930291546 0.0012608936283626795 0.0018166387108315965 0.0015216235802562031 0.0010261448374759832 0.0014021257944705203 0.00131165139919176 0.001202444441716465 0.0034352740294014686 0.0011856041851769908 0.0014506471633239917 0.00116245839111384 0.0011018350204330387 0.0016773843946680063 0.0016290292674006049 0.0011456375378458006 0.0016771662837200439 0.001000076806107586 0.0017699584690822326 0.010083688451040934 0.0013564427573067315 0.0014896681915530507 0.0010486304179728725 0.0010241768649610359 0.0017894317545685814 0.0019130296520160064
leaf_count=89 23 18 269 163 18 33 78 175 189 15 76 39 97 330 29 114 160 33 155 62 44 28 37 330 154 25 97 89 100 52
internal_value=0 -5.66783e-05 -9.13649e-05 -5.64465e-05 -2.35056e-05 8.93932e-06 -3.11316e-05 2.41847e-05 6.58231e-05 0.000107457 0.000148485 7.96771e-05 0.000122398 0.000167528 7.56335e-05 0.000121047 0.000167752 0.000212645 0.00026363 0.00019816 0.00010876 0.000193965 0.000293706 0.000411605 0.000595049 -0.000289857 -0.000653208 0.000733905 0.000964018 0.000814267
internal_weight=0 0.0516934 0.050557 0.0493223 0.0481917 0.047033 0.0457721 0.0439555 0.0424041 0.0408825 0.0398564 0.0367553 0.0355528 0.0341507 0.0307154 0.0295298 0.0283674 0.0272655 0.0258149 0.0241375 0.0210788 0.0194498 0.0174011 0.0157239 0.0124643 0.00325963 0.00204871 0.0111079 0.00310108 0.00305867
internal_count=3121 3098 3009 2991 2828 2810 2777 2699 2430 2255 2066 1890 1851 1836 1739 1409 1295 1135 1106 1073 959 804 679 635 573 62 125 419 176 114
is_linear=0
shrinkage=0.00148603


Tree=1093
num_leaves=15
num_cat=0
split_feature=1374 457 484 1 132 42 47 4 42 52 52 2 15 47
split_gain=0.000101713 0.000309834 0.000180841 0.00017792 0.000133281 0.000263399 0.000229511 0.00022841 0.000194106 0.00026369 0.000190947 0.00016456 0.000196296 0.000105737
threshold=-0.094929999999999987 0.088350000000000026 -0.0068949999999999992 0.13146500000000003 0.081240000000000021 -0.0060199999999999993 0.092530000000000015 -0.0047449999999999992 0.086665000000000006 -0.0064899999999999992 0.084960000000000022 0.11067500000000001 -0.094549999999999981 0.13148500000000005
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 9 -7 -11 12 -9 -5
right_child=1 -3 3 13 -6 6 -8 11 -10 10 -12 -13 -14 -15
leaf_value=-0.0011051327748095752 -0.0015780164891783988 0.0017801458922496309 -0.0016571286802853291 0.0018532195636090524 0.0008865128740956844 -0.00092871168291273453 -0.0012791376874116622 0.0023181427290163777 -0.0015141010444578147 0.0020162106583596555 -0.00014878468586839247 -0.00014764615342297544 0.00036833147527503657 0.00020896081040198765
leaf_weight=0.0010633753512490065 0.0010034487223052049 0.0013064925431818244 0.0015527614286565692 0.0010352975124180422 0.0015758345362934531 0.0018974832207709902 0.0017341486807458404 0.0013669099392115136 0.0013905570035896431 0.0010965754530225516 0.0010892023428672459 0.0015909064555659214 0.001403892607565683 0.0010634774951654435
leaf_count=55 481 119 605 178 232 272 153 85 506 58 87 105 156 29
internal_value=0 5.86652e-05 -6.76853e-05 2.25413e-05 -0.000119894 -0.00024075 -5.06586e-05 0.00016594 -0.00033227 7.02026e-05 0.000937364 0.00079118 0.00133022 0.00102005
internal_weight=0 0.019107 0.0178005 0.016797 0.0146983 0.0131224 0.0115697 0.00983553 0.00547382 0.00408326 0.00218578 0.00436171 0.0027708 0.00209878
internal_count=3121 3066 2947 2466 2259 2027 1422 1269 923 417 145 346 241 207
is_linear=0
shrinkage=0.00366245


Tree=1094
num_leaves=16
num_cat=0
split_feature=124 50 47 1 15 131 484 4 15 12 52 15 2 49 51
split_gain=0.000119124 0.000139144 0.000166444 0.000208441 0.000166908 0.000153164 0.000116224 0.000161352 0.000370716 0.000308194 0.000460958 0.000250982 0.000145465 0.000105011 7.33104e-05
threshold=-0.043384999999999993 0.10647500000000001 0.13148500000000005 0.12873500000000002 0.095175000000000023 0.08844500000000001 0.084040000000000017 0.0061450000000000003 -0.095869999999999983 0.095330000000000012 0.083680000000000018 -0.15914499999999995 0.10060500000000001 -0.070909999999999987 -0.067899999999999974
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 11 10 13 -9 -10 -2 -8
right_child=1 -3 -4 -5 -6 -7 14 8 12 -11 -12 -13 -14 -15 -16
leaf_value=0.00088226238011054968 0.00011743976461581055 -0.0013389588235529267 -0.0013380196272770077 0.0015093143885507301 -0.0013371720094600744 -0.00120109195247687 0.00029979074402690598 0.00087769041875741891 0.0023914099572763413 -0.0021255708834018294 0.0015899530802601391 -0.0014613672473548563 0.00063840664498500291 -0.0013193618205156173 0.0016706438341664899
leaf_weight=0.0017875333937962248 0.0010047315314231104 0.0010802705669079029 0.0011358034868385039 0.0012224317746905014 0.0011662286651897844 0.0011071115382336192 0.0010095819484572388 0.0010210017527727544 0.0012062083029960174 0.0010549669961747998 0.0015823757207671374 0.0014057006361689606 0.0012353002873360941 0.001888497126257797 0.0010022502328406189
leaf_count=259 68 319 35 149 315 284 132 66 102 179 356 89 127 532 109
internal_value=0 -8.92999e-05 -1.00865e-05 8.47352e-05 -3.38603e-05 7.85817e-05 0.000192737 3.9901e-05 0.000516625 -0.000379729 3.17918e-05 -0.000477241 0.00150446 -0.000820404 0.000982719
internal_weight=0 0.0181225 0.0170422 0.0159064 0.014684 0.0135177 0.0124106 0.0103988 0.00486821 0.00553057 0.0044756 0.0024267 0.00244151 0.00289323 0.00201183
internal_count=3121 2862 2543 2508 2359 2044 1760 1519 384 1135 956 155 229 600 241
is_linear=0
shrinkage=0.00359063


Tree=1095
num_leaves=31
num_cat=0
split_feature=52 133 151 1456 122 1 0 13 129 49 157 12 1 1213 484 403 457 123 160 160 13 4 4 0 4 52 13 13 15 2
split_gain=0.000914007 0.0010341 0.000905019 0.000741295 0.000695657 0.000966803 0.000717922 0.000744047 0.000630832 0.000550307 0.000524769 0.000517401 0.000505856 0.000502237 0.000544769 0.000825424 0.000767306 0.000406191 0.000426198 0.000463382 0.000511295 0.000468511 0.00051277 0.000434303 0.000399312 0.000558452 0.000378277 0.000340308 0.000297715 0.000212266
threshold=-0.52017999999999986 -0.25159999999999993 -0.40381499999999992 -1.0000000180025095e-35 1.0000000180025095e-35 0.10937500000000001 -0.026509999999999995 -0.00096999999999999983 0.084115000000000009 0.11136000000000001 -0.083699999999999983 0.10832500000000002 0.11955000000000002 -0.080769999999999995 0.085595000000000018 -1.0000000180025095e-35 -0.0029299999999999994 0.083430000000000018 -1.0000000180025095e-35 0.092865000000000017 0.17001000000000002 -0.00059999999999999995 0.053180000000000012 -0.10151999999999999 0.25615500000000008 -0.046924999999999988 0.10935500000000002 -0.095539999999999986 -0.085319999999999993 0.090175000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 8 7 24 10 12 -5 13 -9 -12 15 -15 -17 18 -18 20 21 27 -23 -24 25 -7 -14 -20 -21 -29
right_child=1 2 3 4 -6 6 -8 9 -10 -11 11 -13 26 14 -16 16 17 -19 19 28 -22 22 23 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.0010018233758624163 -0.0010345350524571565 -0.00098781130403696456 -0.0007187654552635055 -0.00076202768503709267 -0.0008289916264380161 0.00092352984046559716 0.0011489188809805807 0.0002260038837573683 -0.00080048405134156388 0.00067508017038744232 -0.00059573412534831473 -0.00062631746316602684 -0.0010307605913058467 -0.00082119785788136953 0.00069166948199661255 -0.00053985177671608342 -0.0003980464364602888 0.00083185144777698659 0.00015482455680320277 0.00015571018084687302 -0.00032329498823501683 -0.00031541120201192984 0.00075314609604162951 -0.00013207439890535318 0.0011488198358734071 -8.7995916606650892e-05 -0.0001110319842150018 0.00095930967486739806 -0.00071507602818407794 0.00037635191853829884
leaf_weight=0.001229863752905235 0.0012339637699152464 0.0011180178002696542 0.0015547254864187723 0.0010470178049821746 0.0010590023010763608 0.0014001309529803052 0.0014469293954371141 0.0022277991368326857 0.0012503029695789527 0.0013165948602704702 0.0012694715748078336 0.0013404963904286573 0.0010972457277205194 0.001236751602134766 0.0021869773493872193 0.001927685404494949 0.001554525879640333 0.0013398995395466065 0.0014428239474000232 0.0010689811946846817 0.0014332920285369264 0.0019112728072769973 0.0020490675409376991 0.0011373216724068769 0.0014118839694861052 0.0014832584861039786 0.0012768214664964361 0.0030518221858386553 0.0010054371338323884 0.0011292344592952475
leaf_count=224 179 63 260 115 19 60 107 36 182 22 235 106 26 430 90 118 205 66 21 32 24 43 42 30 142 39 22 72 63 48
internal_value=0 2.22932e-06 3.21378e-05 5.9512e-05 8.96852e-05 0.000114603 0.000391614 0.00028433 -3.36032e-06 2.01966e-05 3.47785e-05 6.80361e-05 -0.000167166 0.000107236 0.000146942 8.82225e-05 0.000147259 0.00022461 0.000173061 0.000235453 0.000321094 0.000407238 0.000155012 0.000437183 0.000648281 0.000403186 -0.000536112 0.000635863 -0.000266346 0.000801862
internal_weight=0 0.0440088 0.0427748 0.0416568 0.040102 0.039043 0.0116607 0.0102137 0.0273824 0.00591846 0.0261321 0.0250851 0.00460187 0.0237446 0.0224751 0.0202881 0.0190514 0.0171237 0.0157838 0.0142293 0.0121548 0.0107215 0.00509766 0.00318639 0.00429527 0.00288339 0.00237407 0.00562388 0.00207442 0.00418106
internal_count=3121 2897 2718 2655 2395 2376 454 347 1922 106 1740 1625 84 1519 1284 1194 764 646 580 375 280 256 115 72 241 99 48 141 95 120
is_linear=0
shrinkage=0.00114875


Tree=1096
num_leaves=15
num_cat=0
split_feature=12 50 47 376 43 52 1 52 51 2 49 16 16 0
split_gain=0.000115613 0.000208785 0.000223503 0.000174567 0.000201802 0.000168899 0.000177082 0.00017643 0.00012296 0.000162462 0.000142983 0.000207357 0.000102859 0.000102555
threshold=-0.010834999999999999 0.10124500000000002 0.11893500000000001 0.048375000000000008 -0.071044999999999983 -0.24164999999999998 0.11551000000000002 0.11434500000000002 -0.076794999999999988 0.099515000000000006 -0.047584999999999995 -0.088394999999999987 -0.046599999999999996 -0.083914999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 4 -1 -2 7 8 -7 10 -10 -12 -11 -13
right_child=1 -3 -4 -5 -6 6 -8 -9 9 12 11 13 -14 -15
leaf_value=0.001136183040024062 -0.0011612505155234793 -0.0017666573009849351 -0.0016908615037851973 0.0017416702316043952 -0.0012136348438781224 -0.00076909309766188302 0.0013710606215298041 -0.0013206211085215202 0.00097254526054708283 0.00045563121170817656 -0.0013688205267267277 0.0011097482884609388 0.0018156906725150198 -0.00039415883837766853
leaf_weight=0.001023650778874674 0.001350868019243859 0.0010204214616179033 0.001045734879538073 0.0012422363218512755 0.001016516422657431 0.0015116198267274292 0.001648441293908399 0.0011584357922921904 0.0015733489253735326 0.0017238770674228299 0.0016718477132038898 0.0012140758512303737 0.0014113411615916949 0.0013216355329043186
leaf_count=122 294 341 66 153 146 243 139 266 83 154 327 270 48 469
internal_value=0 -0.000129468 -2.25906e-05 0.000637625 -3.46173e-05 9.70193e-05 0.000225452 6.24587e-05 0.000216107 0.000383136 1.17763e-05 -0.000347488 0.00106787 0.000325898
internal_weight=0 0.0166516 0.0156312 0.0032824 0.00204017 0.0145855 0.0132346 0.0115862 0.0104277 0.00891613 0.00578091 0.00420756 0.00313522 0.00253571
internal_count=3121 2700 2359 421 268 2293 1999 1860 1594 1351 1149 1066 202 739
is_linear=0
shrinkage=0.0037357


Tree=1097
num_leaves=16
num_cat=0
split_feature=124 123 4 484 160 42 457 2 3 0 51 4 52 48 15
split_gain=0.000107781 0.00018829 0.000187039 0.000202541 0.000447095 0.000219693 0.000180522 0.00028594 0.000415022 0.000369325 0.000140056 0.000130987 0.000287369 0.000418887 0.000139933
threshold=0.08919500000000001 1.0000000180025095e-35 -0.49405499999999997 0.084040000000000017 -0.079009999999999983 -1.0000000180025095e-35 -0.0029299999999999994 0.11411 0.11658 -0.17169499999999996 -0.076794999999999988 0.053180000000000012 0.077655000000000016 0.083685000000000009 -0.055554999999999993
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 11 -9 -5 12 13 -8 -13
right_child=-2 -3 3 10 5 6 7 9 -10 -11 -12 14 -14 -15 -16
leaf_value=-0.001614901691640348 0.0011586755018909249 0.0011717621995873959 -0.0025254786911543506 4.8648015237441191e-05 -0.0012721740163633634 -0.0012721979237285746 -0.0020550168906003597 -0.0024509997726638705 0.0027354593919815353 0.00051900498260256604 0.0019721019630047493 4.9736021377073878e-05 0.0014703728600282461 0.00062795312131116066 0.0017564801425041046
leaf_weight=0.0011305230999580909 0.001016450987144423 0.0015151559015283969 0.0010528781298779774 0.001018892406754901 0.0016976156598667866 0.0010945991215984838 0.0015227751740997109 0.0010460044449533967 0.0010758825620733603 0.0012127548104454719 0.0010122771929084165 0.0012361194409173937 0.0011373146911173304 0.0016014567024889015 0.0013459790855687714
leaf_count=139 60 235 368 121 687 132 412 40 50 182 198 100 250 88 59
internal_value=0 -6.59177e-05 -0.00017504 -7.36486e-05 -0.000230207 -4.38884e-05 0.000141083 0.00029307 0.000620906 -0.000856369 0.00100724 0.00028848 -0.000105927 -0.000679748 0.000939416
internal_weight=0 0.0187002 0.0171851 0.0160545 0.0140234 0.0129705 0.0112729 0.0101783 0.00791953 0.00225876 0.00203117 0.00684365 0.00426155 0.00312423 0.0025821
internal_count=3121 3061 2826 2687 2368 2000 1313 1181 959 222 319 909 750 500 159
is_linear=0
shrinkage=0.00366245


Tree=1098
num_leaves=16
num_cat=0
split_feature=1 0 15 403 4 47 1374 457 2 1 49 4 4 51 43
split_gain=0.000106612 0.000248618 0.000200565 0.000190055 0.000282363 0.000169805 0.000269788 0.000266268 0.000200005 0.000173549 0.000161304 0.000137473 0.000112018 4.32021e-05 1.43969e-05
threshold=0.077565000000000009 -0.059114999999999994 0.083935000000000023 0.03138500000000001 -0.064804999999999988 0.087235000000000021 -0.094929999999999987 0.045365000000000009 0.11474000000000002 0.13146500000000003 -0.066019999999999981 0.24564500000000003 -0.49405499999999997 0.067785000000000012 0.07827000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 13 6 -6 8 10 11 -8 -7 -3 -2 -14
right_child=3 12 -4 -5 5 9 7 -9 -10 -11 -12 -13 14 -15 -16
leaf_value=-0.0023148100124009141 -0.0017111323455550156 -0.00064390340169959582 -0.00018250064038378814 0.0016193479125705672 -0.0010789740064592165 -0.0016893517104806402 -0.00099425993420540286 0.002671035470850886 0.0017391717718672516 0.00083438457136527722 0.00073305138368197234 -5.5232538502509331e-05 0.00044062398452698892 -0.00065410047342977186 0.0010542304837917037
leaf_weight=0.0012770974906551593 0.0010541917155064704 0.0012353916673428778 0.0011024952146942713 0.0011177317629416103 0.001016318351986456 0.0012879031556769505 0.001180849834078403 0.0010127463649216573 0.0013964768794485494 0.0012408292597299031 0.0018792924501531676 0.0014888076707535447 0.0010108029797710749 0.0010209285351261421 0.0010412407837527837
leaf_count=802 359 35 658 109 29 178 71 118 186 32 251 52 97 100 44
internal_value=0 -0.000425236 -0.00132688 0.000172055 4.34465e-05 0.000287353 0.000653865 0.000975861 0.00059064 -0.000304321 6.65153e-05 -0.000813175 0.000227417 -0.00119109 0.000751978
internal_weight=0 0.00566703 0.00237959 0.0136961 0.0125783 0.0105032 0.00648568 0.00546937 0.00445662 0.00401754 0.00306014 0.00277671 0.00328744 0.00207512 0.00205204
internal_count=3121 1636 1460 1485 1376 917 655 626 508 262 322 230 176 459 141
is_linear=0
shrinkage=0.00366245


Tree=1099
num_leaves=15
num_cat=0
split_feature=41 3 12 0 13 1 47 49 52 3 3 1 0 0
split_gain=9.95927e-05 0.000121919 0.000167918 0.000266791 0.000565858 0.000228746 0.000162254 0.000170357 0.000356891 0.000200945 0.000243111 0.000249186 0.000129246 0.000117048
threshold=0.078475000000000017 -0.12018999999999998 -0.010834999999999999 -0.053834999999999994 -0.089109999999999981 0.12500000000000003 0.092530000000000015 -0.069799999999999987 -0.078224999999999975 -0.078934999999999991 0.12178000000000001 0.095285000000000022 -0.062294999999999996 0.11070500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 12 5 -5 6 7 8 -4 -9 11 -11 -3 -1
right_child=-2 2 3 4 -6 -7 -8 9 -10 10 -12 -13 -14 -15
leaf_value=0.0016120285679316572 -0.001179017401181194 6.9220896868881507e-05 0.00078987184759703242 0.00061121179570599671 -0.0036963123074319837 0.0018475254477444533 -0.0016203998562779017 -0.0010319532829915002 -0.0027353679445324456 0.00060574376129381895 -0.00076770020949109413 0.0031850175735646819 0.001914333177579608 -0.00021402110974368097
leaf_weight=0.0016873348356574161 0.0012397240433634762 0.0016170265744910317 0.0010328556964558366 0.0010816369493138467 0.001167919218064477 0.0011093894628899656 0.0012990789679286907 0.001336094644914119 0.0010836194940827566 0.0019268890527276957 0.0011833160285457112 0.0010742399400545111 0.0012314336420141654 0.001047733223320968
leaf_count=153 148 264 54 31 205 64 197 1143 99 429 38 89 114 93
internal_value=0 7.86973e-05 -7.18989e-05 -0.000289394 -0.00162516 9.73357e-06 -0.000218423 2.00576e-05 -0.00101502 0.000416889 0.000879505 0.00152898 0.000866892 0.000912517
internal_weight=0 0.0178786 0.0151435 0.012295 0.00224956 0.0100455 0.00893609 0.00763701 0.00211648 0.00552054 0.00418445 0.00300113 0.00284846 0.00273507
internal_count=3121 2973 2727 2349 236 2113 2049 1852 153 1699 556 518 378 246
is_linear=0
shrinkage=0.00429114


Tree=1100
num_leaves=14
num_cat=0
split_feature=43 42 40 43 133 4 14 0 47 1 15 1 3
split_gain=9.48556e-05 0.000158148 0.000269541 0.000176107 0.000212604 0.000192316 0.000183321 0.000147217 0.000138895 0.000248462 0.000178091 0.000164735 0.000192826
threshold=0.21122500000000002 -0.11466499999999999 -0.013874999999999998 -0.17390999999999998 0.091410000000000005 -0.27825499999999997 -0.10708499999999999 -0.060129999999999996 0.092530000000000015 0.094465000000000007 -0.074054999999999996 0.089175000000000018 -0.078934999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -7 8 9 11 -11 12 -8
right_child=-2 2 3 4 -6 6 7 -9 -10 10 -12 -13 -14
leaf_value=-0.0012698134390100794 -0.0010361264114268829 0.0014031044947751268 0.0010268188554496747 -0.0012266438406562585 -0.0017402133988685569 -0.0012452941981762652 -0.00090110125384056192 0.0013800768035451352 -0.00097447489494257558 0.0022119660811946045 0.00033539922793225115 -0.0014978931880941346 0.0009562020389331968
leaf_weight=0.0010822072861982881 0.0010791752418315417 0.0019444732868615358 0.0018183904550594905 0.0015150923397326812 0.0010196378041682505 0.0010966908680929447 0.0012339625245770553 0.0013997989197851472 0.0012634266839719466 0.0011856179414841961 0.0014487116257626553 0.0010058159122567911 0.0017325605999236604
leaf_count=159 198 284 115 190 462 87 820 142 161 92 115 119 177
internal_value=0 6.029e-05 0.00014667 -1.93052e-05 -0.000166752 -3.17243e-05 0.000142915 0.00030715 0.000116315 0.000324913 0.00117998 -0.000242137 0.000183633
internal_weight=0 0.0177464 0.0166642 0.0147197 0.0129013 0.0118817 0.0103666 0.00926989 0.0078701 0.00660667 0.00263433 0.00397234 0.00296652
internal_count=3121 2923 2764 2480 2365 1903 1713 1626 1484 1323 207 1116 997
is_linear=0
shrinkage=0.00359063


Tree=1101
num_leaves=15
num_cat=0
split_feature=1 52 13 52 3 0 43 132 49 52 43 0 12 52
split_gain=9.30398e-05 0.000189755 0.000175339 0.000162666 0.000163508 0.000151675 0.00016424 0.000144252 0.000199886 0.000226512 0.000183973 0.000118823 5.54641e-05 4.77562e-05
threshold=0.10781 0.11434500000000002 -0.073839999999999975 0.10024500000000001 0.090900000000000009 -0.033209999999999996 -0.074359999999999996 0.079970000000000013 -0.080604999999999982 -0.0027449999999999996 -0.0037449999999999996 -0.17169499999999996 0.079890000000000017 -0.07167999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 7 6 -4 8 -1 -10 -11 -8 -12 -6
right_child=2 -3 5 -5 13 -7 11 -9 9 10 12 -13 -14 -15
leaf_value=0.00077321963594628913 0.0015371810351816335 -0.0017350329632718875 0.00097102136854574739 0.0016116018766425611 0.00025192028593065035 0.001382322347093801 8.5585072041089045e-06 0.00093055742916782177 -0.0024350997672473256 -0.001831526537921107 0.00088763544670862843 -0.0018989518192565674 -0.00047428596197663812 0.0014747332875637866
leaf_weight=0.0012557421102838981 0.0018346198857516205 0.0013566006933438965 0.001027822383885546 0.0010051022063310997 0.0013821926429429254 0.0010648556161688685 0.0010607301743945641 0.0010869038412807397 0.001668830901034952 0.0012400021911410661 0.0011477737512368665 0.0013884418509029217 0.001058338547142601 0.0010236599718744799
leaf_count=120 267 390 85 111 72 99 39 209 707 512 52 94 310 54
internal_value=0 -0.000221815 0.000417574 -3.29367e-05 -0.000200518 -3.46763e-05 -0.000468643 -0.000514325 -0.000760837 -0.00113745 -0.000509051 -0.00107281 0.000234281 0.000772212
internal_weight=0 0.0122251 0.00637647 0.0108685 0.00986344 0.00454185 0.00347699 0.00745759 0.00637069 0.00511495 0.00344611 0.00244917 0.00220611 0.00240585
internal_count=3121 2537 584 2147 2036 317 218 1910 1701 1581 874 133 362 126
is_linear=0
shrinkage=0.00429114


Tree=1102
num_leaves=15
num_cat=0
split_feature=43 42 376 133 3 4 0 0 4 15 15 4 12 16
split_gain=8.69887e-05 0.000143994 0.000217432 0.000141043 0.000185934 0.000255501 0.000211788 0.00021 0.000181365 0.00016993 0.000151457 0.000265975 9.48498e-05 0.000136004
threshold=0.21122500000000002 -0.11466499999999999 1.0000000180025095e-35 0.09389500000000002 -0.10519499999999998 0.23246000000000003 -0.053834999999999994 0.041630000000000007 0.16173500000000005 -0.15026499999999995 -0.095869999999999983 0.0067750000000000006 0.086700000000000013 -0.062804999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 7 8 -3 10 -10 -6 12 13 -12
right_child=-2 2 -4 -5 6 -7 -8 -9 9 -11 11 -13 -14 -15
leaf_value=-0.0014018971248502461 -0.0011462371430153617 -0.0012213220829424974 0.0019198478536590086 -0.0013038365697921237 -0.00074539501786887656 0.0025647352995650072 -0.0018439208911907416 0.0012526770102357519 0.00032271724050034748 -0.0017693222992413887 0.00067952538307303385 0.002066173110852141 0.0011136716813153415 -0.001309005641275042
leaf_weight=0.001064676143633341 0.001066074620331813 0.0010163855385156824 0.0011170967497482467 0.0012310792419008018 0.0014320829444187666 0.0011516249332454986 0.0010918971520022013 0.0013709362987821549 0.0011975620868454051 0.0014728268729244931 0.0011118948251007676 0.001772694799114849 0.0010724875961776736 0.0012349585864860624
leaf_count=159 198 113 159 480 172 78 204 111 105 122 238 111 571 300
internal_value=0 6.76194e-05 0.000163761 3.43292e-05 0.000152631 0.000969107 -0.000125567 0.000199389 7.63018e-05 -0.000831127 0.000442114 0.000769657 9.75018e-05 -0.000366877
internal_weight=0 0.0173382 0.0162735 0.0151564 0.0139254 0.00353895 0.0103864 0.00238732 0.00929451 0.00267039 0.00662412 0.00519204 0.00341934 0.00234685
internal_count=3121 2923 2764 2605 2125 302 1823 224 1619 227 1392 1220 1109 538
is_linear=0
shrinkage=0.00412451


Tree=1103
num_leaves=28
num_cat=0
split_feature=151 14 16 1213 484 403 131 52 484 49 50 457 13 13 16 12 4 2 48 0 0 49 15 4 16 3 15
split_gain=0.000636977 0.000586011 0.000556054 0.000548748 0.000468833 0.000795867 0.000521358 0.000893651 0.000498759 0.000375598 0.000470965 0.000457958 0.000473235 0.00047409 0.000514061 0.000492889 0.000447927 0.000463125 0.000946897 0.0004809 0.000652953 0.00034524 0.000463317 0.000199019 0.000334091 0.00013323 0.000171751
threshold=-0.27559499999999998 0.076175000000000007 -0.53943499999999989 -0.080769999999999995 0.085515000000000022 -1.0000000180025095e-35 0.10033500000000002 -0.40306999999999998 0.096935000000000007 0.13984500000000002 0.10647500000000001 -0.0029299999999999994 -0.53104499999999988 -0.084034999999999985 0.23311500000000004 0.051320000000000005 -0.35136499999999998 0.11215000000000001 0.093440000000000009 -0.070154999999999981 -0.10151999999999999 -0.097394999999999995 -0.095869999999999983 -0.0016099999999999997 -0.094359999999999986 0.149315 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
left_child=-1 2 -2 -4 5 -5 7 -7 -6 10 11 -9 -13 21 16 -16 -15 18 19 20 23 -14 -23 -18 -25 26 -24
right_child=1 -3 3 4 8 6 -8 9 -10 -11 -12 12 13 14 15 -17 17 -19 -20 -21 -22 22 25 24 -26 -27 -28
leaf_value=-0.00092207951873750208 0.00090137062878158027 -0.00069814107574650542 -0.00082940742400664793 -0.00095701333532088341 0.00089871029035200442 -0.0010336182387838304 0.00074149029009801335 -0.00054850476111638661 -2.1643734005799998e-05 0.00069199250047258113 -0.00069721364377704266 -0.00064072535073575302 -0.00019113607530179427 -0.00076523472791923742 0.00090905000147521243 -9.940433307960399e-05 0.00044678629481497139 -0.00071752749744132048 0.0011209666172469022 0.0006403310147908419 -0.00095117787150408232 -6.1747573053076309e-05 0.00036367675911264981 -0.0005041666325352617 0.00027991958460651245 0.0011329263550350565 0.00099317902708241472
leaf_weight=0.0011273367641955181 0.0010842302453539778 0.0016655318952256684 0.0011076545622624714 0.0012556493962523332 0.0018523198845574731 0.0011964999624025632 0.0014709609426644113 0.0017439413333415468 0.001658566375527748 0.0012650727867367087 0.0013206471283748735 0.0012025538363076215 0.0011022490976415611 0.0013360857159985156 0.0016594184055094283 0.0012726381944276888 0.001147898841152184 0.001198445528689974 0.0011462644868309724 0.0011626089630523469 0.0013782125550436675 0.0013125162795155632 0.0015203981996949533 0.001756449669336746 0.0014949303973707997 0.0011153588970316264 0.0011175463978148059
leaf_count=74 73 99 319 540 128 242 78 124 158 45 187 15 31 45 33 64 39 83 32 63 322 90 122 33 20 37 25
internal_value=0 8.29528e-06 4.20287e-05 1.44587e-05 4.30544e-05 -7.59085e-06 3.51066e-05 -4.17786e-06 0.000463929 4.45971e-05 1.04552e-05 5.16851e-05 0.00010171 0.000146982 1.94709e-05 0.000471338 -0.000105274 -1.03052e-05 9.45092e-05 -7.5026e-05 -0.000218978 0.00042716 0.000561692 1.04068e-05 -0.000143657 0.000779707 0.000630361
internal_weight=0 0.0365446 0.0348791 0.0337949 0.0326872 0.0291763 0.0279207 0.0264497 0.00351089 0.0252532 0.0239882 0.0226675 0.0209236 0.019721 0.013553 0.00293206 0.0106209 0.00928481 0.00808636 0.0069401 0.00577749 0.00616807 0.00506582 0.00439928 0.00325138 0.0037533 0.00263794
internal_count=3121 3047 2948 2875 2556 2270 1730 1652 286 1410 1365 1178 1054 1039 734 97 637 592 509 477 414 305 274 92 53 184 147
is_linear=0
shrinkage=0.00121906


Tree=1104
num_leaves=13
num_cat=0
split_feature=11 3 2 16 1 13 4 16 3 12 52 2
split_gain=9.5984e-05 0.000137176 0.000268307 0.000129366 0.000213263 0.000208947 0.000172632 0.000141761 0.000240634 0.000123765 0.000176111 6.08988e-05
threshold=0.087830000000000005 -0.12018999999999998 0.10855000000000002 -0.36241499999999999 0.094385000000000011 -0.07692499999999998 -1.0000000180025095e-35 -0.078844999999999985 0.092670000000000016 0.051320000000000005 -0.067494999999999986 0.11093500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 11 6 -6 7 -5 -9 10 -7 -3
right_child=-2 3 -4 4 5 9 -8 8 -10 -11 -12 -13
leaf_value=-8.2855605917016897e-05 -0.001333607894738611 -0.00034721772850978004 0.0028853426079306411 0.00093825946891126506 0.002251047793098873 -0.00033282482302428242 -0.0018546931660770713 -0.0016116895630183111 0.0010831240200320324 -0.00097949971327676165 0.0017013950974420074 -0.0018767361820606213
leaf_weight=0.0016992851710966308 0.0010599993276447775 0.0010614876706269679 0.0010050491809661111 0.0017708357436223556 0.0013717135831132765 0.0017807644975240677 0.0015014774056895707 0.0019926600718655763 0.0010488055166639754 0.0012759219957789725 0.0017496941074459649 0.0010984053500096014
leaf_count=186 121 170 46 614 178 141 360 883 48 162 83 129
internal_value=0 7.79298e-05 0.00102026 -9.59992e-05 8.19274e-05 0.000683425 -0.000506644 -8.60419e-05 -0.000682422 0.000236035 0.000675334 -0.00112505
internal_weight=0 0.0173561 0.00270433 0.0146518 0.0124919 0.00617809 0.00631378 0.0048123 0.00304147 0.00480638 0.00353046 0.00215989
internal_count=3121 3000 232 2768 2469 564 1905 1545 931 386 224 299
is_linear=0
shrinkage=0.00455379


Tree=1105
num_leaves=31
num_cat=0
split_feature=31 39 453 42 133 52 1456 1213 1374 14 123 124 13 403 132 133 40 43 1 15 1 0 42 43 4 47 49 457 12 457
split_gain=0.00110937 0.00110846 0.000934578 0.00097214 0.000798437 0.00110493 0.000838146 0.000852163 0.00074715 0.000614351 0.000664609 0.000848243 0.000972791 0.0011916 0.00103117 0.000838603 0.000575754 0.000575713 0.00085674 0.000561654 0.000695594 0.000571519 0.000967717 0.00080527 0.000652822 0.00124037 0.000564491 0.000538095 0.000390359 0.000389055
threshold=-1.0000000180025095e-35 0.16946000000000003 0.10218000000000001 -0.26584999999999998 -0.25159999999999993 -0.52017999999999986 -1.0000000180025095e-35 -0.082704999999999987 0.10637000000000001 0.076175000000000007 1.0000000180025095e-35 -1.0000000180025095e-35 -0.099939999999999987 -0.088999999999999982 0.081465000000000024 0.089980000000000018 -0.081804999999999975 0.093175000000000022 0.111945 -0.095869999999999983 0.104035 -0.23091999999999999 0.083995000000000014 -0.090869999999999992 -0.077679999999999985 0.086010000000000017 -0.0090649999999999984 0.082380000000000009 0.091545000000000015 -0.00084999999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 17 -14 15 19 -12 18 28 20 26 -21 27 -24 -25 -26 -15 29 -13 -23
right_child=1 -3 -4 4 5 6 7 8 -10 -11 16 12 13 14 -16 -17 -18 -19 -20 21 -22 22 23 24 25 -27 -28 -29 -30 -31
leaf_value=0.0013732409017982821 -0.0013730720231594777 0.0013733693803223226 -0.0012693630975804267 -0.0010082952264538951 -0.00137291092778623 -0.00087285996852474849 -0.0011203090144703835 -0.00083340029098035882 -0.0010510905708547404 -0.00065867852204172495 0.00016283117876374523 0.00042027048603642436 -0.0013621313894825364 -6.7112323867253983e-05 0.00092215233456766814 -0.0010491323373936702 0.001363897786033304 0.0012087276098472714 0.0011991386501111832 0.00092975336226452704 0.0001052149787456621 0.00032125099500011656 0.0010916555543252324 0.00092333474003159822 -0.0013165027087214136 0.00074439472331536876 -0.0013509490590532097 0.00055335424761907687 -0.0005038081149656646 -0.00059197981819075383
leaf_weight=0.0010545615040058456 0.00102239561650208 0.0010109171852974433 0.0012122587144745003 0.0014911136438058295 0.0010593281714795779 0.0017955804633329455 0.0010779615617777507 0.0016477809966346504 0.0010084208216341031 0.0017152914580229597 0.0014194344571869522 0.0018181748708769865 0.0010744241517262046 0.0011378190555073608 0.002664271047316368 0.0013044575149843132 0.0016003655475445014 0.0021936329165761492 0.0015935993198468168 0.0019348303991506407 0.0041936028152775862 0.0010960330498335242 0.002683291545743316 0.0011469591090280673 0.001177419926591261 0.0010335972472237387 0.0014918018610652261 0.0013565751900603829 0.0016376160430127129 0.0044449326230178374
leaf_count=86 18 21 18 187 216 259 260 43 32 66 75 35 344 32 106 194 103 45 84 36 64 24 35 39 207 35 74 55 22 306
internal_value=0 -4.96043e-05 -7.89418e-05 -4.87646e-05 -1.98326e-05 1.26989e-05 4.58714e-05 8.47305e-05 0.000116126 0.000145286 0.000180965 0.000128556 0.0001752 5.43113e-05 0.000113607 1.99523e-05 0.000799345 0.000621499 0.000366386 8.42278e-05 -0.000241892 0.000233834 0.000129768 0.000530946 8.28937e-05 -0.000353083 -0.000795442 -0.000221607 -1.76281e-05 -0.000411338
internal_weight=0 0.0500439 0.049033 0.0478207 0.0467983 0.0453072 0.0442479 0.0424523 0.0413743 0.0403659 0.0386506 0.0356308 0.033983 0.02674 0.0256656 0.0230013 0.0030198 0.00724302 0.00504939 0.0216969 0.00682322 0.0148736 0.0129388 0.00604127 0.00335798 0.00221102 0.00262962 0.00689754 0.00345579 0.00554097
internal_count=3121 3035 3014 2996 2978 2791 2575 2316 2056 2024 1958 1780 1737 1551 1207 1101 178 186 141 907 170 737 701 316 281 242 106 385 57 330
is_linear=0
shrinkage=0.00137286


Tree=1106
num_leaves=31
num_cat=0
split_feature=31 151 150 4 158 160 50 41 159 52 376 2 3 1 403 131 13 0 4 42 0 15 4 457 13 52 43 16 15 16
split_gain=0.00126392 0.000765554 0.000977598 0.000753037 0.000861132 0.000785151 0.000771868 0.000739894 0.000733477 0.000775784 0.000792347 0.000771996 0.000850115 0.000656494 0.000651677 0.000931591 0.000808918 0.000731613 0.00083711 0.000744776 0.000639182 0.00140912 0.000618337 0.000594575 0.000567244 0.0004682 0.000923988 0.000446245 0.000443997 0.000342648
threshold=-1.0000000180025095e-35 -0.40381499999999992 -0.22665999999999997 0.27287000000000006 0.094245000000000009 -0.22361499999999998 0.11815500000000002 1.0000000180025095e-35 0.076905000000000015 0.10744000000000002 0.11357500000000002 0.13712500000000002 0.10542000000000001 0.111945 -1.0000000180025095e-35 0.10033500000000002 -0.084034999999999985 -0.23091999999999999 -0.0016099999999999997 0.091735000000000025 0.16094000000000003 -0.013969999999999998 0.23246000000000003 0.080930000000000016 -1.0000000180025095e-35 0.091275000000000009 -1.0000000180025095e-35 -0.5335399999999999 -0.016799999999999995 -0.094359999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 13 8 9 10 11 12 14 27 -7 16 -16 -18 19 23 21 -11 -20 25 -10 26 -19 -5 -14 -28
right_child=1 2 3 6 -6 7 -8 -9 24 20 -12 -13 28 -15 15 -17 17 18 22 -21 -22 -23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=0.0011491603904977164 -0.00098069154647135743 0.00086404275673100282 -0.00078620086782156084 0.00067223484657155544 -0.0010596992274589864 -0.00090652814098718328 -0.00057881011182980336 -0.00083785588326983193 0.0008105177864049626 0.00080464740617710196 -0.0011362923779309169 -0.00093733649454868758 1.3662534245849536e-05 0.0010166624404880993 0.00028276895770050969 0.00083157341918633837 0.00055690240739778279 -0.0010719143656521578 -0.0010630665294880707 -0.0010350161201592007 0.0011491726020432227 -0.00080964614531238725 -0.00019821510880922935 0.00064470230340280725 -0.00014089229237411482 0.00046088504590142428 0.00050955853239741708 -0.00027511326253101804 0.00070672842335925618 -0.00038825135129276885
leaf_weight=0.0011979556262646787 0.0011277565367713285 0.0015845277700918805 0.0019701622289041145 0.0011959532175964682 0.0012208265240560836 0.001412957959153748 0.0010033696003119985 0.0014784070494968651 0.0023772739442629032 0.0016934474652465781 0.0010024778703154871 0.0013644959480814114 0.0023110934405963235 0.0020633692972116258 0.0040387298417965322 0.0013236591126286603 0.0011884783489222043 0.0015288337650498614 0.0031245269972621 0.0010649372892834741 0.0011071078370150644 0.0012331904662792317 0.0016761389774728741 0.0014662293064517939 0.0012680722267326408 0.001126919281729144 0.001187288914411333 0.001453731924470957 0.0025831507547593438 0.0010633652472904391
leaf_count=86 64 22 240 44 196 537 16 92 171 62 5 38 30 197 277 38 13 184 163 81 5 142 10 54 83 43 17 34 38 139
internal_value=0 -4.53529e-05 -2.29634e-05 -5.3834e-05 -0.000109816 -7.97666e-05 0.000336051 -4.17611e-05 -8.27013e-06 -6.47297e-05 -0.000133823 -9.58445e-05 -5.00923e-05 0.000530817 -0.000154157 -9.75782e-05 -0.000167996 -0.000303585 -0.000387149 -0.000145774 0.000405687 0.000124436 -0.000761106 2.82818e-06 0.00047956 -0.000188989 -0.00038276 0.000152479 0.000379458 8.53708e-05
internal_weight=0 0.0482405 0.0471127 0.0455282 0.0398118 0.0385909 0.00571642 0.0366208 0.0351424 0.031497 0.0274633 0.0264608 0.0250963 0.00471305 0.0202021 0.0187891 0.0174654 0.0134267 0.0122382 0.00743757 0.00403375 0.00292664 0.00480067 0.00637264 0.00364535 0.00490641 0.00377949 0.00264969 0.00489424 0.00225065
internal_count=3121 3035 2971 2949 2658 2462 291 2222 2130 1876 1667 1662 1624 275 1556 1019 981 704 691 518 209 204 173 437 254 383 340 78 68 156
is_linear=0
shrinkage=0.00114875


Tree=1107
num_leaves=31
num_cat=0
split_feature=39 42 151 133 52 128 123 1374 150 159 1 0 130 160 159 43 0 0 1429 160 42 43 1 49 15 13 52 133 13 4
split_gain=0.00129991 0.00098166 0.000747779 0.000747417 0.0007086 0.000704635 0.000725307 0.000735938 0.000828828 0.000865724 0.000900826 0.000946149 0.000828255 0.000598516 0.000562017 0.000649261 0.000766808 0.000651403 0.00055885 0.000555715 0.00051765 0.000665153 0.000582338 0.000656289 0.000583384 0.000508464 0.000469473 0.000434975 0.00038795 0.000384703
threshold=0.16946000000000003 -0.26584999999999998 -0.40381499999999992 -0.25159999999999993 -0.51296999999999993 0.089290000000000022 0.088610000000000008 0.093235000000000012 -0.22665999999999997 -0.032739999999999991 0.10781 -0.20211999999999997 1.0000000180025095e-35 -0.080409999999999995 0.091530000000000014 -0.083684999999999996 -0.084044999999999995 0.15398500000000004 0.084545000000000009 -1.0000000180025095e-35 0.092620000000000022 -0.0037449999999999996 0.10612500000000001 -0.087004999999999985 -0.095869999999999983 -1.0000000180025095e-35 0.10160000000000001 -1.0000000180025095e-35 -0.090799999999999978 0.0061450000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 7 8 -6 -10 12 -12 14 -13 15 16 -11 -18 19 -17 21 -21 23 -23 -25 -15 27 -26 -29 -30
right_child=-2 2 3 4 5 -7 -8 -9 9 10 11 13 -14 25 -16 18 17 -19 -20 20 -22 22 -24 24 26 -27 -28 28 29 -31
leaf_value=-0.0012685129528058881 0.0012687983755205897 -0.0010825878154936005 -0.00088031301453299056 -0.00093951526635438812 0.0012054921845452296 -0.00071586075138269892 0.00097546235413238972 -0.00093897655083656885 -0.00064902843119725396 -0.00045617568738844718 -0.00037254187548947242 -0.00015987446529963 -0.0011014926212911103 0.0011597491903214347 -0.00065451026955376762 -0.00096765512311622543 0.00089670155856512738 -9.4618622906825453e-05 0.00086472063864064951 -0.00090698466292667298 -0.00088649398267018993 -0.0005518397209994711 -0.00075338310787821422 -0.00020606373783087971 -3.013752543657912e-05 0.0003847892088845999 -0.00021367481980459028 0.0012686098397806016 2.5459195954556998e-05 0.00098478740900675879
leaf_weight=0.0010355136093060926 0.0012390386351341922 0.0010409307304950479 0.0014842545578226387 0.0011682451197133617 0.0010487808726225003 0.0017949486192179167 0.0014550060623399466 0.0011435982377143708 0.002562744885657108 0.0012812102629122801 0.0017036376009684773 0.0011276522051311133 0.0010584326757494536 0.0034252739049307479 0.0017233042301796333 0.0011051822432870404 0.00402144303323304 0.0014510271227266003 0.0010278632711759874 0.0011044211924802214 0.0010599199697978188 0.0015567470957194062 0.001110653026792364 0.0023702839939954154 0.0011481570997879959 0.0022608785492739258 0.0011623451196669521 0.0019729131672647782 0.0012823897088978181 0.001413702835264985
leaf_count=18 23 65 185 225 10 127 125 42 368 171 27 48 251 178 169 157 117 16 29 241 212 16 17 33 106 58 11 12 43 21
internal_value=0 -4.72717e-05 -1.98195e-05 4.75057e-06 3.49214e-05 6.17874e-05 9.61867e-05 6.34855e-05 9.3671e-05 6.20964e-05 0.000115124 0.000472849 -2.74411e-06 0.000684219 4.4165e-05 9.63593e-05 0.000427068 0.000633853 -4.0543e-05 -0.000101412 -3.39048e-05 3.49645e-05 0.000121533 0.000210629 0.00033758 0.000851616 0.000522205 0.000669244 0.000841229 0.000528485
internal_weight=0 0.0471015 0.0460659 0.045025 0.0435408 0.0423725 0.0405776 0.0391226 0.037979 0.0369302 0.0343674 0.00851744 0.02585 0.0068138 0.0247916 0.0230683 0.00675368 0.00547247 0.0163146 0.0152867 0.0141815 0.0131216 0.0120172 0.0109065 0.00934979 0.00568615 0.00697951 0.00581716 0.00466901 0.00269609
internal_count=3121 3098 3080 3015 2830 2605 2478 2353 2311 2301 1933 311 1622 284 1371 1202 304 133 898 869 712 500 259 242 226 236 193 182 76 64
is_linear=0
shrinkage=0.00126831


Tree=1108
num_leaves=31
num_cat=0
split_feature=1348 14 39 42 9 151 16 1213 43 52 1374 150 1456 123 52 403 13 132 52 52 4 13 133 1 0 48 148 0 49 1
split_gain=0.00131401 0.00175043 0.00116722 0.00122841 0.00109119 0.000987078 0.00106085 0.00105259 0.000851525 0.000869374 0.000834203 0.000897512 0.00117013 0.000674033 0.000679256 0.00109132 0.000687653 0.00142199 0.000831144 0.000685918 0.000835134 0.000975822 0.00072267 0.000952588 0.000592624 0.000608578 0.000578279 0.000570131 0.000840682 0.000568189
threshold=0.095915000000000014 0.076175000000000007 0.16946000000000003 -0.26584999999999998 -0.036024999999999995 -0.40381499999999992 -0.53943499999999989 -0.082704999999999987 0.39192500000000002 -0.52017999999999986 0.097240000000000007 -0.22665999999999997 -0.082809999999999981 0.088610000000000008 -0.081429999999999989 -1.0000000180025095e-35 -0.084034999999999985 0.09678500000000001 0.10160000000000001 -0.088204999999999992 0.09173000000000002 -0.0097949999999999982 0.088115000000000013 1.0000000180025095e-35 -0.084269999999999984 0.085485000000000019 -0.043434999999999994 -0.23091999999999999 0.065470000000000014 0.10337500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -7 -8 9 -9 11 -11 -13 14 19 -16 18 26 24 20 21 22 23 -14 25 29 -18 -28 -29 -17
right_child=-2 -3 -4 4 5 6 7 8 -10 10 -12 12 13 -15 15 16 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.0011719571280110509 0.0011652692081959568 -0.0010629915330559727 0.0011721155616726978 0.0011721252655967909 -0.001016030900912704 0.00085831073322170236 -0.0011717919498106955 -0.00092499611033187437 -0.0010079853328425394 0.0011033595202965018 -0.00090068387497150085 -0.0011718403799943224 -0.00083406669513318328 0.00076583916644659916 -0.0010657639093061839 4.6456273108816883e-05 0.00060266502299615463 0.0010756835650069421 -0.00029660841391743593 0.00085929779951094071 0.00095814980603179528 -0.00075202298377712842 0.0010257662471045716 0.00062166248165696088 0.00092829326930085046 -0.00051605828681087638 0.00031724203171981359 -0.00045540525154239968 0.00047305541561792826 0.001037308695378901
leaf_weight=0.0012716775007817196 0.0012458755551918435 0.0022541216347846662 0.0011245395907408797 0.0010568279423228679 0.0013588268100725989 0.0018851770210481711 0.0010980862107934355 0.0013138643758582305 0.0011472983751152901 0.0011234535196535935 0.001251318566652059 0.0010624520854305422 0.0011922705293825331 0.0018445494994283598 0.0013751070216021502 0.0018395825379529107 0.0011047487058206676 0.0012532427923694902 0.002672031701184352 0.0023801325951673391 0.0013470212190327402 0.0018987720366760996 0.0012063134164996825 0.0012794243683806883 0.0025024184648785308 0.001155586655032792 0.0019658288550203741 0.012561723326328014 0.0014986616616861062 0.0013986808825308117
leaf_count=17 22 100 23 88 61 61 288 215 108 11 31 113 58 100 505 117 21 28 101 72 22 122 40 41 54 54 19 502 95 32
internal_value=0 -5.1283e-05 -9.18353e-06 -3.42267e-05 -6.28136e-06 -3.08369e-05 -3.71435e-06 -3.79461e-05 -1.10982e-05 1.41903e-05 4.22903e-05 6.99487e-05 4.1999e-05 7.38609e-05 4.08209e-05 -4.66908e-05 3.44191e-06 -0.000129143 0.000258186 0.000316673 0.00013014 -6.98589e-05 0.000282308 -8.0537e-05 0.000473147 0.000213929 -0.000217284 -0.000273806 -0.000356443 0.000474428
internal_weight=0 0.0564237 0.0541696 0.0530451 0.0517734 0.0507166 0.0493577 0.0474726 0.0463745 0.0452272 0.0439133 0.042662 0.0415385 0.0404761 0.0386315 0.0293276 0.0279525 0.0183842 0.0095683 0.00930393 0.0069238 0.00557678 0.00367801 0.00247169 0.00689627 0.00439385 0.017131 0.0160262 0.0140604 0.00323826
internal_count=3121 3099 2999 2976 2959 2871 2810 2749 2461 2353 2138 2107 2096 1983 1883 1528 1023 665 358 355 283 261 139 99 257 203 637 616 597 149
is_linear=0
shrinkage=0.00117172


Tree=1109
num_leaves=16
num_cat=0
split_feature=1374 457 11 43 2 2 43 13 15 13 13 13 16 52 0
split_gain=0.000113256 0.00023314 0.000168597 0.000164183 0.000343978 0.000269682 0.000197978 0.00015421 0.000271772 0.000213063 0.00013295 0.000141838 0.00013186 0.000136932 7.93785e-05
threshold=-0.094929999999999987 0.088350000000000026 0.087830000000000005 -0.052894999999999991 0.10855000000000002 0.086950000000000013 -1.0000000180025095e-35 -0.099939999999999987 1.0000000180025095e-35 -0.49353499999999995 0.17001000000000002 -0.033284999999999988 -0.16075999999999999 -0.0064899999999999992 -0.10224499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 10 -5 9 12 -8 11 -2 -9 -14 -11
right_child=1 -3 -4 6 -6 -7 7 8 -10 14 -12 -13 13 -15 -16
leaf_value=-0.0013854595126246252 0.0004211242249665662 0.0019022334730557961 -0.0017482285529787432 -0.0020905110776634562 0.0027629141498258908 -0.0013536801661708203 -0.00086136014713757451 -0.0013157929264894237 -0.0024872308612950847 0.0006315755930186317 -0.00041956696672854456 0.0024841141662318095 -0.00051368233707674814 0.0011867192173123629 0.0022716115832998791
leaf_weight=0.0010375930473003328 0.0013911023848030557 0.0011980742404729119 0.0010191723093058149 0.001012373238523487 0.0011080017869568026 0.0015750392682893355 0.0011321247111371058 0.0011738543684660626 0.0010510407680424105 0.0011104305973361761 0.0011760101224980168 0.0010981158929895775 0.0017231662474302941 0.0017656024343747504 0.0010642592995413454
leaf_count=55 349 119 118 564 219 515 65 70 324 100 43 192 162 154 72
internal_value=0 7.1269e-05 -5.47997e-05 5.05591e-05 0.000590629 0.000131321 -0.000291169 -8.92279e-05 -0.000516064 0.000648279 0.000769463 0.00133121 -7.17268e-05 0.00034686 0.00143418
internal_weight=0 0.0185984 0.0174003 0.0163811 0.00634827 0.00524027 0.0100329 0.00902048 0.00571366 0.00330681 0.00366523 0.00248922 0.00466262 0.00348877 0.00217469
internal_count=3121 3066 2947 2829 1318 1099 1511 947 710 237 584 541 386 316 172
is_linear=0
shrinkage=0.00429114


Tree=1110
num_leaves=15
num_cat=0
split_feature=1 43 42 52 2 16 15 159 16 48 48 0 1 12
split_gain=9.51228e-05 0.000173086 0.000162417 0.000163646 0.000223018 0.000169985 0.000192497 0.000159134 0.000137641 0.000120971 9.21307e-05 0.000168454 0.000164942 6.54267e-05
threshold=0.104035 -0.17390999999999998 0.088465000000000002 0.10160000000000001 0.099185000000000009 0.064860000000000015 -0.0063699999999999989 0.076905000000000015 -0.074929999999999983 0.083985000000000018 0.12737000000000001 -0.17169499999999996 0.12577000000000002 0.092355000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 9 10 -8 -3 11 -2 13 -13
right_child=7 2 -4 -5 -6 -7 8 -9 -10 -11 -12 12 -14 -15
leaf_value=0.0010673327854899377 0.0016363533463620351 -0.0020809676456990606 -0.0019697185625675564 -0.0019127749117746353 0.0015906393267080474 -0.0021079621841311237 -0.00012251213399552965 0.002022363920563347 0.0021811063915693298 -0.00010245536563090193 -0.00099923506606035533 -0.00011109827056795087 0.00091864558300142811 -0.0016605921180541179
leaf_weight=0.0017065056398992704 0.0015749503420949829 0.0010493746754530204 0.0013517632548631373 0.0010923810747140716 0.0014286528112033015 0.0010174132007603198 0.0011536146261896269 0.00105805231884748 0.0010076927284776958 0.0016460782647840788 0.0012386401019597315 0.0010653279697074858 0.0017804726867712839 0.0012034646338570099
leaf_count=155 66 288 679 234 206 133 439 189 119 177 68 128 137 103
internal_value=0 -0.000270544 -0.00050478 -0.000268902 -2.30059e-05 -0.000415459 -6.09071e-05 0.000378499 0.000951532 -0.000872716 0.000125063 0.00037267 -0.000118836 -0.000933016
internal_weight=0 0.0114535 0.00974697 0.00839521 0.00730283 0.00587417 0.00485676 0.00792091 0.00216131 0.00269545 0.00686286 0.00562422 0.00404927 0.00226879
internal_count=3121 2430 2275 1596 1362 1156 1023 691 558 465 502 434 368 231
is_linear=0
shrinkage=0.00455379


Tree=1111
num_leaves=16
num_cat=0
split_feature=1374 457 11 43 12 12 13 15 1 43 52 13 16 16 4
split_gain=0.000102815 0.000191892 0.000131589 0.000137134 0.00018154 0.000293771 0.000159852 0.000265619 0.000202806 0.000168012 0.000142917 0.000126074 0.000125804 0.000194008 0.000144295
threshold=-0.094929999999999987 0.088350000000000026 0.08776500000000001 -0.074359999999999996 0.051320000000000005 0.090455000000000021 -0.095304999999999987 1.0000000180025095e-35 0.08844500000000001 0.13895500000000002 -0.012164999999999999 -0.0030199999999999997 -0.16075999999999999 0.033715000000000009 -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 10 -6 8 12 9 -5 -2 -7 -8 14 -14
right_child=1 -3 -4 6 5 11 7 -9 -10 -11 -12 -13 13 -15 -16
leaf_value=-0.0013305645216419887 0.0027124608143381341 0.0017536547988229927 -0.0015518317130639152 -0.0015769793922913381 -0.0018961925152537157 0.0016139262675602996 -0.001443658293775948 -0.0025306122650874583 0.0015725035314277116 0.00083367971449160004 0.00053343828477177637 -0.000273402573318838 0.0017106455505766164 -0.0013153703389983079 -0.00028845401171032634
leaf_weight=0.0010194724877621289 0.0010235596122654123 0.0011663130700050308 0.0010049534714413602 0.0011213149408528765 0.0010835818340254599 0.0014384312604001082 0.0012421332980419031 0.0011604155325620202 0.0016446388018716007 0.0010135966737037094 0.0012088101287096543 0.0011916899341268272 0.0014113323050207738 0.0011886866404423879 0.0012570233828406788
leaf_count=55 129 119 121 87 509 193 106 808 161 44 111 182 113 204 179
internal_value=0 6.99086e-05 -4.56745e-05 4.90142e-05 0.000565453 -1.58787e-05 -0.000256867 -0.000677623 0.00043998 -0.000432465 0.00153254 0.00075879 -0.00025594 0.000126556 0.000768899
internal_weight=0 0.0181565 0.0169902 0.0159852 0.00594607 0.0037137 0.0100391 0.00625959 0.00377955 0.00213491 0.00223237 0.00263012 0.00509918 0.00385704 0.00266836
internal_count=3121 3066 2947 2826 1124 884 1702 1410 292 131 240 375 602 496 292
is_linear=0
shrinkage=0.00429114


Tree=1112
num_leaves=31
num_cat=0
split_feature=31 39 42 401 453 1348 14 1456 52 133 123 13 13 3 457 403 40 0 131 11 133 1374 0 48 160 474 1 42 15 12
split_gain=0.00122145 0.00117604 0.00105519 0.000881669 0.00083989 0.00108432 0.00137755 0.000911821 0.000735821 0.000948824 0.00070455 0.00103106 0.00130603 0.000720481 0.000877586 0.000827415 0.000713518 0.000611558 0.000898833 0.000534878 0.000698195 0.000507437 0.000617025 0.000600901 0.000599719 0.00111477 0.00087982 0.00196483 0.000793091 0.000339324
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 0.10076500000000001 0.10218000000000001 0.090205000000000021 0.078320000000000015 -1.0000000180025095e-35 -0.52017999999999986 -0.25159999999999993 0.083745000000000014 -0.53104499999999988 -0.39067499999999994 -0.12018999999999998 -0.068264999999999978 -1.0000000180025095e-35 -0.081804999999999975 -0.053834999999999994 0.10033500000000002 0.08976000000000002 0.039215000000000007 -0.094929999999999987 -0.22491999999999998 0.086665000000000006 -1.0000000180025095e-35 0.084855000000000014 0.099660000000000012 0.081660000000000024 0.083935000000000023 0.09474500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 -4 -9 -10 11 -11 -13 19 -15 -16 -12 18 21 20 -14 -17 23 -23 25 -24 27 -26 -29 -28
right_child=1 -3 3 -5 -6 -7 -8 8 9 10 16 12 13 14 15 17 -18 -19 -20 -21 -22 22 24 -25 26 -27 29 28 -30 -31
leaf_value=0.0012688146914137221 -0.001268568298863562 0.0012687482698021892 -0.00096218151104780715 -0.0012299474878193905 -0.0011240769969188397 0.0012459315770641727 -0.0011817842505797028 -0.00093925652806620108 -0.0010265130956099077 -0.00092728431554391956 -6.5926388214512436e-05 0.0010079084374639705 0.00074972482121162855 -0.00085907818490937415 -0.00092424627082183413 -0.00060509761468726709 0.0012593732315939231 -0.00050439570899130429 0.0011302316179606893 -0.00028799256186486907 -0.00026125872614645254 0.0011894439086183621 -0.00095948242230831223 0.00010860435657596482 -0.0010433680947094209 0.00054130032069636409 0.0010219724471847284 -0.00050000018698770896 0.00082743595740692084 0.00023722606713590016
leaf_weight=0.0011446498075136083 0.0011806593139169754 0.0010559857298559896 0.0015068711663077652 0.0010066503029824139 0.0011040345735011661 0.0010889599882730741 0.0016242317283854382 0.0011957702099653069 0.0012320926552491498 0.0016333256064058324 0.0010923972748351218 0.002395059522360298 0.0050751602173235606 0.0020630359855315908 0.0014499411117752095 0.0016387615429351845 0.0016263792032162874 0.0026670641317530176 0.0013790344293376213 0.0016003404131765819 0.0014025247293858456 0.001580242163583971 0.0022882918796096599 0.0017368849485137616 0.0022911480994984908 0.0012209666425961885 0.0019859333735041673 0.0010026992722305117 0.0026049974017343658 0.0016008319780098645
leaf_count=86 18 21 269 164 18 33 78 197 167 15 65 78 105 146 601 44 101 110 36 40 30 31 223 19 153 68 35 80 77 13
internal_value=0 -5.58821e-05 -8.37052e-05 -5.52103e-05 -3.06184e-05 -4.92364e-06 -3.46036e-05 7.4858e-06 4.16548e-05 6.98729e-05 0.000103364 5.82985e-05 0.000103036 3.85118e-05 -6.60191e-05 3.76051e-06 0.000726871 6.49308e-05 0.000143485 0.000368613 0.00053083 6.76797e-05 0.000135269 0.000623504 1.06403e-05 -0.000437319 0.000176366 -0.000124837 0.000458497 0.000671727
internal_weight=0 0.0513303 0.0502743 0.0490936 0.048087 0.0469829 0.045894 0.0442698 0.0427629 0.0415671 0.040335 0.0376162 0.0359829 0.0335879 0.0255098 0.0234468 0.00271878 0.0219969 0.0193298 0.00807803 0.00647768 0.0179508 0.016312 0.00331713 0.0129949 0.00350926 0.00948561 0.00589884 0.0036077 0.00358677
internal_count=3121 3035 3014 2996 2832 2814 2781 2703 2434 2237 2070 1904 1889 1811 1636 1490 166 889 779 175 135 743 699 50 649 291 358 310 157 48
is_linear=0
shrinkage=0.00126831


Tree=1113
num_leaves=31
num_cat=0
split_feature=31 52 133 151 150 1456 16 1213 13 1 474 52 49 52 160 2 12 39 52 12 43 43 2 42 3 2 151 4 3 16
split_gain=0.00122365 0.000729283 0.000891536 0.000808647 0.000775371 0.000814307 0.000650033 0.000604971 0.000657181 0.000788423 0.000641375 0.000740775 0.000699658 0.000620539 0.000606061 0.00052357 0.000494381 0.000468837 0.000466417 0.000439464 0.000426698 0.000712575 0.00048769 0.000448823 0.000446219 0.000410101 0.000571753 0.000335779 0.000322918 0.000263481
threshold=-1.0000000180025095e-35 -0.52017999999999986 -0.25159999999999993 -0.40381499999999992 -0.22665999999999997 -1.0000000180025095e-35 -0.53943499999999989 -0.080769999999999995 -0.0034749999999999994 0.13146500000000003 0.084660000000000027 0.10744000000000002 -0.043469999999999995 -0.013374999999999998 -1.0000000180025095e-35 0.10559 0.10806000000000002 0.092440000000000008 0.19022000000000003 0.088485000000000022 -0.074974999999999986 0.070450000000000013 0.084055000000000005 0.08623500000000002 0.090900000000000009 0.11177500000000001 -0.0064299999999999991 0.076415000000000025 0.092670000000000016 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 12 25 15 -15 19 20 27 -13 -9 22 23 -16 24 -22 26 -10 29 -29 -14
right_child=1 2 3 4 5 6 7 8 10 -11 -12 18 17 14 16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0014287334025839113 -0.0011802013148394697 -0.0012196672083648777 -0.0012236974205000254 0.0010929450259828009 -0.0011004492001845051 0.0010207717746153634 -0.0009551405252902354 -0.00023904043102200733 0.00026302412815806835 0.0012236403560662319 0.00069333198342583246 0.001183178609394506 -0.0012454637191724096 -0.00095721432954713574 0.0011342176211494015 0.0013603254332283316 -0.00077128946652702771 0.00013874136891021334 -4.5266852428317423e-05 0.00086456446383737526 -0.0014271729553280428 0.00075916596697562231 -7.2463628780196219e-05 0.0003552926292392583 -0.00011656083805706618 0.00068467379858430351 -0.00086877457608975533 8.616352912867853e-05 -0.00093649784381133971 -0.00058986897554033873
leaf_weight=0.0011606307921692141 0.0011487963632895717 0.0012407205117670453 0.0010572327962794495 0.0013823629817863994 0.0013149564222609813 0.001337890886403229 0.0012860490257176052 0.001579830966350392 0.002286910398481723 0.001553194109844557 0.0017216457814228639 0.0011107237293845875 0.0027270600976123651 0.0012880876817953366 0.0017407903239075049 0.0013082729738940202 0.0011697264380998718 0.0015240268834855186 0.0014585453331339426 0.00137838106697874 0.0011117936578333163 0.0015298628922337798 0.0011248209917926744 0.0010069581251022086 0.0010127171047429329 0.0015472309835899978 0.0015130548630395415 0.0016020294415701741 0.0010380926553352765 0.0023100342731199415
leaf_count=86 224 179 62 21 258 74 284 194 37 119 62 37 183 304 20 94 37 25 62 74 189 29 66 178 14 22 26 41 28 92
internal_value=0 -5.733e-05 -2.6808e-05 9.27008e-06 4.18869e-05 4.229e-06 4.32065e-05 6.8057e-06 4.25151e-05 0.000257298 -0.000137668 -0.000221247 -0.000346113 0.00015198 -4.28481e-05 0.000607932 9.25812e-05 -0.000584895 0.000485804 0.000275185 0.000226831 -3.98127e-05 0.000660566 -0.00043015 -0.000802427 6.47737e-05 -0.000187631 -0.000728546 -0.000315946 -0.000944805
internal_weight=0 0.0434118 0.042263 0.0410223 0.0399651 0.0385827 0.0372677 0.0359298 0.0346438 0.0158044 0.0188394 0.0171177 0.0145484 0.0142512 0.00998476 0.00426649 0.00869667 0.00920124 0.00256927 0.00295821 0.00752694 0.00466133 0.00286561 0.00313147 0.00212451 0.0053472 0.00379997 0.00767722 0.00264012 0.00503709
internal_count=3121 3035 2811 2632 2570 2549 2291 2217 1933 1318 615 553 454 1199 837 362 533 369 99 268 496 410 86 381 203 85 63 344 69 275
is_linear=0
shrinkage=0.00142833


Tree=1114
num_leaves=31
num_cat=0
split_feature=31 457 147 14 375 1456 151 52 133 43 48 1 4 403 150 0 16 52 4 43 13 49 157 3 4 16 159 2 4 1
split_gain=0.00109557 0.000994291 0.00099489 0.00133802 0.00087421 0.000864869 0.0008982 0.000757736 0.00105242 0.000844423 0.000743288 0.000729425 0.00098546 0.00124373 0.00107532 0.000861487 0.00108187 0.000828962 0.000697221 0.00126212 0.000651332 0.000697944 0.000811475 0.00101152 0.000612597 0.00141429 0.000516328 0.000762232 0.000942643 0.000762667
threshold=-1.0000000180025095e-35 0.51789000000000007 0.08955500000000001 0.076175000000000007 0.087420000000000012 -1.0000000180025095e-35 -0.27559499999999998 -0.52017999999999986 -0.25159999999999993 0.15359500000000004 -0.080454999999999985 0.098700000000000024 -1.0000000180025095e-35 -0.088999999999999982 0.088985000000000009 -0.13027499999999997 -0.094359999999999986 0.11434500000000002 -0.49013999999999996 -0.45785999999999999 -0.010384999999999998 0.088340000000000016 -0.056799999999999996 0.12745000000000004 0.40473500000000007 -0.40995499999999996 0.091235000000000024 0.088850000000000012 -0.083854999999999985 0.086105000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 -8 -9 11 -4 12 13 -10 17 16 -14 18 19 -15 24 22 -22 -24 25 -13 27 28 -20 -30
right_child=1 -3 10 -5 -6 6 7 8 9 -11 -12 20 15 14 -16 -17 -18 -19 26 -21 21 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0014006593954564303 -0.0010089708914676147 -0.0012602394992867862 -0.00017665528006355694 -0.0013515341341564255 -0.0012370316558170257 -0.0011581831849740397 -0.0010687205745425258 -0.0010960840187171895 -0.0014004098182228454 0.00087788044942376995 0.0012889543111548035 -0.00084863579067214086 -0.00099594364139035923 0.00078434386654090821 -0.0011983625096673391 -0.0011276570118879886 0.00059380935830465856 -0.0007852594280575336 0.00096557520279012051 -0.001400549501721926 0.0010590905533394595 0.00084967044963471625 -6.7065683155351366e-06 -0.0013865855393475832 0.0014004222299506405 0.00090853551324270834 -0.00034677707308005204 0.0010482839104280111 -0.0011884576556686927 0.0003012104571217859
leaf_weight=0.0010386147118373037 0.0016050039633579418 0.0013019013174471175 0.0010534539583844094 0.001543734114552108 0.0011442153653788969 0.001201533666520759 0.0011200513583395902 0.0014018296426820944 0.001015457087080395 0.0028171706083224271 0.0019065826048247905 0.0012650838877163997 0.0014612367603916709 0.0010066212271340191 0.0010075084879019877 0.002815795327092206 0.0019724884438119261 0.0012620616506517921 0.002165458906000943 0.0010689847942124591 0.0011055912448227909 0.001999078401894395 0.0066905695495709239 0.0012338107015921196 0.0016508904091141474 0.0030969271249148278 0.0011425998024372505 0.0047819939082032192 0.0010786998610812296 0.0017959503603046656
leaf_count=86 270 11 39 94 31 68 192 160 314 44 71 15 32 4 69 265 28 154 135 42 24 32 144 12 121 120 48 157 215 124
internal_value=0 -5.11318e-05 -2.16593e-05 -6.79526e-05 -2.74364e-05 1.54116e-06 3.66791e-05 6.86141e-05 9.76743e-05 0.000137111 0.000767355 8.44342e-05 -8.06573e-05 0.000100363 0.000199904 -0.000553527 -8.2717e-05 0.000298403 0.000403281 -0.000340926 0.000303125 0.00010099 -6.47548e-05 -0.000221551 0.000673887 0.000398915 0.000544159 0.000647801 0.000267828 -0.000257781
internal_weight=0 0.0547123 0.0534104 0.0504503 0.0489066 0.0477624 0.0461574 0.0449559 0.0438358 0.042434 0.00296004 0.0396168 0.0225749 0.0163253 0.0153099 0.00624952 0.00343373 0.0143024 0.0130403 0.00207561 0.017042 0.011029 0.00902997 0.00792438 0.0060129 0.00436201 0.0109647 0.0098221 0.00504011 0.00287465
internal_count=3121 3035 3024 2914 2820 2789 2519 2451 2259 2099 110 2055 1587 1262 948 325 60 879 725 46 468 212 180 156 256 135 679 631 474 339
is_linear=0
shrinkage=0.00140032


Tree=1115
num_leaves=16
num_cat=0
split_feature=51 1 48 2 52 52 16 13 133 52 474 52 4 13 1
split_gain=0.000103207 0.000253762 0.000200942 0.000213907 0.000245386 0.000144739 0.000226875 0.000245973 0.00023543 0.000228697 0.00017134 0.000285319 0.000116151 9.83234e-05 7.57213e-05
threshold=-0.40274499999999996 0.14000500000000002 0.12879500000000002 0.11474000000000002 0.11434500000000002 -0.12005499999999998 0.19444000000000003 0.17001000000000002 -0.0061299999999999992 -0.0027449999999999996 0.084660000000000027 -0.077024999999999996 0.23246000000000003 -0.075129999999999988 0.094465000000000007
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 -7 10 11 -10 -5 -11 -15
right_child=1 -3 -4 12 -6 6 -8 -9 9 13 -12 -13 -14 14 -16
leaf_value=-0.0013135136103112222 -0.0013786418080113036 0.0020580840098770327 -0.001922811394204823 0.0024732533147666992 -0.001905570102495167 -0.0012722436129285941 0.0021143555190684098 -0.0019158589451297105 0.00057427321905214451 0.0022974790849431812 0.0013347888912020212 -0.0023571076746294883 0.00041225139825430549 0.00021490862230515975 0.0017512773137694055
leaf_weight=0.0011372366691684279 0.0012694777280674282 0.0011998829254928891 0.0010873989860105118 0.0010055651286609004 0.0014145753323746299 0.001669346929839003 0.0011251658535922368 0.0011796329228355171 0.0013857640904544333 0.0013440193542045842 0.0010103393986207188 0.0012668033420493718 0.0011900148785963793 0.0016289729913291917 0.0010525415718101172
leaf_count=114 383 119 70 159 382 633 35 82 133 174 104 218 133 293 89
internal_value=0 7.14453e-05 -6.37665e-05 5.84373e-05 -0.000140167 5.29423e-05 0.000208771 5.29615e-06 0.000247475 0.000577443 -0.000229761 -0.000825685 0.00135618 0.00131193 0.00081796
internal_weight=0 0.0188295 0.0176296 0.0165422 0.0143466 0.0129321 0.0116626 0.0105374 0.00935779 0.00768844 0.00366291 0.00265257 0.00219558 0.00402553 0.00268151
internal_count=3121 3007 2888 2818 2526 2144 1761 1726 1644 1011 455 351 292 556 382
is_linear=0
shrinkage=0.0044645


Tree=1116
num_leaves=31
num_cat=0
split_feature=31 39 42 1348 14 1456 52 133 123 13 13 3 0 403 131 4 0 2 16 42 41 133 15 3 150 11 0 0 1 3
split_gain=0.00131921 0.00110493 0.00104712 0.000755491 0.00139384 0.000704104 0.00061361 0.000778108 0.000706991 0.000684742 0.00118682 0.000614164 0.00100412 0.000862119 0.000893362 0.000753521 0.00147861 0.000601423 0.000569094 0.000583619 0.00052499 0.000511025 0.000500759 0.000836542 0.000641593 0.000473503 0.000384291 0.000372587 0.000491075 0.000362388
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 0.090205000000000021 0.076175000000000007 -1.0000000180025095e-35 -0.52017999999999986 -0.25159999999999993 0.091310000000000016 -0.53104499999999988 -0.23438999999999996 -0.12018999999999998 -0.053834999999999994 -1.0000000180025095e-35 0.10033500000000002 -0.0024449999999999997 -0.10096999999999999 0.08622500000000001 -0.014034999999999997 0.090310000000000015 0.075585000000000013 0.039215000000000007 -0.10653 0.090900000000000009 0.083095000000000016 0.082245000000000013 -0.082974999999999979 -0.084269999999999984 0.089105000000000018 0.095270000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -7 -8 9 -9 -11 17 13 -13 15 26 18 20 19 22 -12 25 29 -24 -25 -19 27 28 -15 -17
right_child=1 -3 3 -5 -6 6 7 8 -10 10 11 12 -14 14 -16 16 -18 21 -20 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0012940599272482462 -0.0012938986830448938 0.0012941105397942679 -0.00091666270688632839 0.00088014693333994466 -0.0011698507641759435 -0.00095709972954145079 -0.0010234512626988606 -0.00080652974096708061 0.00096271879159247158 0.00080400092621997943 0.00030815533448663891 -0.00099419820265803506 -0.00078022776160503108 -0.00020186831252454418 0.0010774504660956681 0.00066842043142839157 -0.0012171046102295775 0.0010310305088109453 0.00067135058910016907 0.00050446302396894469 -0.00092644307629878185 -0.00026633007809036355 -0.0012685224411252175 -0.00084154039852007978 0.00038015374790892483 0.00011040344557713191 -0.00012762540971206749 0.0010244463032590412 0.0008369190973053002 -0.00034137951761526331
leaf_weight=0.0012726635742930084 0.0011395130214566498 0.0010169260041692487 0.0014212137174314235 0.0014509472247716806 0.0018436346394441463 0.0010713751164639343 0.0011305645099812791 0.0015641097581351451 0.0014157182323581976 0.0033287549475549119 0.0013105828437680487 0.0013849575272437678 0.0032050700655892527 0.0016802836247515746 0.001350336862400602 0.0012171705592773927 0.0020039936498528243 0.0030036779137816438 0.00173781492105718 0.0018716261948199531 0.0010290462637385644 0.0010359338755421277 0.00172848324807262 0.0012442022963341515 0.0017057122115033962 0.0013575816988122824 0.0020908702259072589 0.0016952820994964313 0.0013930911566077953 0.001163170701687477
leaf_count=86 18 21 269 38 98 198 167 15 84 106 41 626 159 269 43 32 210 53 14 30 13 29 37 14 30 35 242 55 59 30
internal_value=0 -4.01986e-05 -6.87199e-05 -3.86542e-05 -6.82897e-05 -2.1214e-05 9.29038e-06 3.47619e-05 6.50365e-05 3.1682e-05 6.75644e-05 -6.25374e-06 -0.000103213 -5.76505e-06 5.97907e-05 -1.05659e-05 -0.000197516 0.000312968 -5.98838e-06 -0.000137796 -0.000234862 0.000550446 -0.000308091 -0.000553872 -0.000135127 0.000744456 0.000334802 0.000537559 0.00026899 0.000174974
internal_weight=0 0.0485916 0.0475747 0.0464352 0.0449843 0.0431406 0.0417194 0.040648 0.0395175 0.0381018 0.0365376 0.0332089 0.0254721 0.022267 0.020882 0.0195317 0.0126722 0.00773682 0.0106682 0.00893037 0.00233963 0.00539719 0.00705874 0.0046784 0.00294991 0.00436126 0.00685953 0.00476866 0.00307337 0.00238034
internal_count=3121 3035 3014 2996 2958 2860 2591 2393 2226 2142 2127 2021 1850 1691 1065 1022 397 171 187 173 54 117 143 81 44 88 625 383 328 62
is_linear=0
shrinkage=0.00129368


Tree=1117
num_leaves=16
num_cat=0
split_feature=1 4 2 403 4 3 2 12 13 2 12 457 0 0 2
split_gain=0.000105035 0.000224588 0.000188711 0.000214582 0.000283277 0.000213537 0.00018319 0.000177268 0.000168326 0.000229217 0.000349502 0.000184384 0.000154532 0.000141858 6.04946e-05
threshold=0.077565000000000009 -0.012509999999999999 0.13754500000000003 0.03138500000000001 -0.064054999999999987 -0.10519499999999998 0.10672500000000001 0.091545000000000015 -0.084154999999999994 0.11411 0.051320000000000005 0.045365000000000009 -0.10224499999999999 -0.22491999999999998 0.090675000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 -2 -6 7 14 -7 10 11 12 13 -10 -1
right_child=2 -3 -4 -5 5 8 -8 -9 9 -11 -12 -13 -14 -15 -16
leaf_value=0.0010025978251131322 -0.0017814900157203464 -0.0019128962275982123 0.0018849694151656428 0.0018605179117254713 0.0015527933063596952 0.0011536259644330919 0.0016295144281196533 -0.001878638139337942 0.00024426637231094247 -0.0023305560813987021 -0.0023036171461909361 0.0017538437691208331 0.0010985458267710737 -0.0020260745762084452 -0.00048297438575701986
leaf_weight=0.0010567305306521382 0.0017009854401388606 0.0015752736710487325 0.0011644899326119793 0.0011392259310092365 0.0017226171852327025 0.0015737496580856582 0.0010291740492660573 0.0011412621803940093 0.0010882872035153958 0.0010360727456579788 0.0011134147639759728 0.0014015196738808022 0.0012250853167127158 0.0010227526998320968 0.0010439054699911132
leaf_count=556 441 626 160 97 115 167 117 252 48 61 205 73 75 43 85
internal_value=0 -0.000500313 0.000196832 4.58901e-05 -0.000128057 0.000148122 2.06813e-05 -0.000490059 -0.000137866 -0.00043298 -9.69677e-05 0.000421627 -0.000138043 -0.000855664 0.000264347
internal_weight=0 0.00584635 0.0141882 0.0130237 0.0118845 0.0101835 0.00427107 0.0032419 0.00846088 0.00688713 0.00585106 0.00473764 0.00333613 0.00211104 0.00210064
internal_count=3121 1636 1485 1325 1228 787 1010 893 672 505 444 239 166 91 641
is_linear=0
shrinkage=0.00437696


Tree=1118
num_leaves=31
num_cat=0
split_feature=31 457 52 133 151 1348 14 1456 1213 484 403 457 16 2 376 376 52 4 49 2 2 160 16 4 156 16 15 2 4 13
split_gain=0.00119088 0.00089282 0.00083226 0.00105032 0.00092633 0.00107477 0.00102544 0.000842901 0.000875775 0.000842565 0.00111911 0.0010197 0.000972855 0.000965195 0.000797932 0.000898262 0.000945553 0.000627409 0.000602366 0.000687438 0.000613764 0.00080553 0.000792742 0.00080408 0.000414954 0.000372685 0.000432215 0.000352916 0.00034904 0.000344324
threshold=-1.0000000180025095e-35 0.51789000000000007 -0.52017999999999986 -0.25159999999999993 -0.40381499999999992 0.090205000000000021 0.076175000000000007 -1.0000000180025095e-35 -0.080769999999999995 0.085515000000000022 -0.083259999999999987 -0.0029299999999999994 -0.5048999999999999 0.11747 0.11430500000000002 0.088470000000000007 -0.081429999999999989 -0.014149999999999998 -0.24167999999999998 -0.0050599999999999994 0.090935000000000016 -1.0000000180025095e-35 -0.074319999999999983 -0.49013999999999996 0.094765000000000016 0.15891500000000003 -0.070929999999999979 0.10136500000000002 0.19806500000000002 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 10 -10 13 -13 -12 15 16 17 27 -18 -20 21 -21 28 -24 -11 26 -25 -14 -22 -23
right_child=1 -3 3 4 5 -7 -8 8 9 24 11 12 14 -15 -16 -17 18 -19 19 20 22 29 23 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013463642854617858 -0.0011055618427370322 -0.0012377566072768046 -0.001149383962820221 -0.0011526439288267781 -0.00097018442278536034 0.0013150305596484519 -0.0011972934950151891 -0.00085876283783642426 -0.0011790581569183351 0.00096495704521189229 -0.0011161785319111688 0.0008570038654622462 -0.0005945988750718893 0.00045879262552968899 -0.00080710516358026849 0.0013463404340300184 -0.00098598419501185744 0.00087607478807896408 -0.00082979457803248138 -0.000707083769584367 -0.00092459787866384566 0.00072451852706575612 -0.00061888216893431344 0.00022302768372293124 -2.4945002183845274e-05 -0.00022120174065014779 0.0011918440362953312 0.00052668038098259309 -5.9829059313791616e-05 6.737250751095777e-05
leaf_weight=0.0011073287702774151 0.0012887439734956532 0.0011484744721883535 0.0014235851548451963 0.001182992590212705 0.0014103957411402126 0.0011919540966758282 0.0012193877031307912 0.0017031322975369348 0.0012693268901176049 0.0029928887629093728 0.0022079392330303085 0.0034214754848047478 0.0010278767624920526 0.0010354704128019421 0.0016620177660460192 0.0010974906640588413 0.0011362790478415255 0.0040555324042799148 0.0015775464430927101 0.001090012754374925 0.0024052919730559452 0.0050366178162972869 0.0016968598416946534 0.0017206644389249348 0.0010315280080988032 0.0010663870745242221 0.0016192184955241551 0.001006375913419788 0.0013038764293611393 0.0020252433566732009
leaf_count=86 224 11 179 62 242 32 88 280 386 157 146 95 69 17 18 15 14 126 52 152 103 184 22 70 32 26 104 28 54 47
internal_value=0 -6.42021e-05 -3.77259e-05 -9.99034e-06 2.3666e-05 5.32669e-05 2.04428e-05 5.37368e-05 8.71743e-05 0.000126008 6.3139e-05 0.000106705 0.000177587 -0.000613363 9.88598e-05 0.000152896 0.000103964 0.000570104 -3.33167e-05 2.20774e-05 9.68856e-05 0.000369834 -0.000129875 0.000168368 0.000711228 0.000471538 0.000692722 -3.98849e-05 -0.000620607 0.000536058
internal_weight=0 0.0520546 0.0509061 0.0496174 0.0481938 0.0470108 0.0458188 0.0445994 0.0431891 0.0414859 0.0374615 0.0361922 0.0329488 0.00324341 0.0295273 0.0278653 0.0267678 0.00608979 0.020678 0.0195417 0.0179642 0.00815187 0.0098123 0.00610313 0.00402442 0.00440627 0.00333988 0.00203425 0.00370917 0.00706186
internal_count=3121 3035 3024 2800 2621 2559 2527 2439 2197 1917 1728 1342 1179 163 1084 1066 1051 223 828 814 762 383 379 222 189 200 174 97 157 231
is_linear=0
shrinkage=0.00134594


Tree=1119
num_leaves=31
num_cat=0
split_feature=52 133 151 1 13 42 4 52 49 3 43 42 0 43 4 12 1375 2 48 3 2 16 2 52 159 3 12 4 13 4
split_gain=0.000673719 0.000894869 0.000570057 0.000662951 0.000770726 0.000687428 0.000556373 0.000631357 0.000467617 0.000527905 0.000518465 0.00039733 0.000539412 0.000549982 0.000560652 0.000505457 0.000407616 0.000572662 0.000687983 0.000696353 0.00042171 0.000288588 0.000405303 0.000389742 0.00028349 0.000270568 0.000192169 0.00018578 0.000216725 6.19417e-05
threshold=-0.52017999999999986 -0.25159999999999993 -0.27559499999999998 0.10781 -0.00096999999999999983 -0.095859999999999987 0.2623950000000001 -0.046924999999999988 0.13984500000000002 0.12745000000000004 -0.27207999999999993 0.092620000000000022 -0.077999999999999986 -0.17390999999999998 -0.49405499999999997 0.090995000000000006 1.0000000180025095e-35 0.089885000000000007 0.085130000000000025 -0.078934999999999991 -1.0000000180025095e-35 -0.083134999999999987 0.092365000000000017 -0.096999999999999989 0.089755000000000015 -0.10831999999999999 0.080890000000000017 0.2623950000000001 0.097995000000000013 -0.0035949999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -4 7 -5 9 10 -6 12 15 -14 -15 16 17 18 19 -7 -21 22 -19 -23 25 -16 -13 28 -12 -22
right_child=1 2 3 4 8 11 -8 -9 -10 -11 27 26 13 14 24 -17 -18 21 -20 20 29 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0011814248738310237 -0.0012490810200801567 -0.00097362705378782632 -0.0011205118838206705 0.0011737136091322566 -0.00060164121552179473 -0.00068885645689820455 0.0014569863741839336 -0.00017902491392314155 0.00095327185313885102 -0.00087531337995918343 0.00025140364440727752 -0.00017266686280896203 0.001052132184687317 -0.00076078551215018233 0.00091833527835012251 -0.00091771172501511845 -0.00087744260355570008 0.0014071097780466218 -0.001321953643668932 -0.00029213573074895615 0.00055025691618807804 0.00074065760521654 0.00016446638949783361 -0.00043115054363155046 -0.00029658315901168251 0.00016067887633602722 -0.0010137601343284035 -7.2834776534954273e-05 0.0011211214513028281 0.0010452600197870324
leaf_weight=0.0010146731167366965 0.0011436737871478577 0.0011027967999126522 0.0012024250178663811 0.0013389635219045459 0.0014049952698087509 0.0019857561884772919 0.0018246588617452097 0.0016163590662259253 0.0010898796949732059 0.0013826567574426463 0.0012742268203567164 0.0012356977923957393 0.0019007300306235209 0.0011519198951699394 0.002023652333647874 0.0014619508213999923 0.0010510106252219495 0.0012123514570312466 0.0010000599088986206 0.0011998305565157352 0.0011272608310450849 0.0011210491070716699 0.0010307852253159666 0.0013022930776762642 0.0010825079167169349 0.0019785651594581618 0.0010809144694075012 0.0010246573137413506 0.0011633900639935746 0.0010239574556401001
leaf_count=224 179 71 189 91 12 587 185 65 23 28 32 28 22 54 35 162 98 26 78 21 54 19 77 96 36 146 371 64 17 31
internal_value=0 2.08561e-05 5.86834e-05 8.92104e-05 0.000369157 -4.55739e-05 0.000824416 0.000433858 7.26731e-05 -8.08881e-05 0.000144786 8.34832e-06 6.97001e-05 0.000366053 0.000156957 -0.000108716 -1.06014e-05 7.2197e-05 -0.000213017 -5.21463e-06 0.000399896 0.000459505 0.00083608 0.000110933 0.000364868 0.000543775 -0.000565115 0.000447687 0.00066649 0.000785873
internal_weight=0 0.039539 0.0383953 0.0372925 0.0121198 0.0251727 0.00477998 0.00295532 0.00733981 0.00624993 0.00486727 0.0239703 0.0216537 0.00813738 0.00623665 0.0135163 0.0120544 0.0110033 0.00633686 0.00533681 0.00335105 0.00466648 0.00224314 0.00242334 0.00508473 0.00400222 0.00231661 0.00346227 0.00243762 0.00215122
internal_count=3121 2897 2718 2647 517 2130 341 156 176 153 125 1941 1542 293 271 1249 1087 989 771 693 106 218 103 115 217 181 399 113 49 85
is_linear=0
shrinkage=0.00145689


Tree=1120
num_leaves=31
num_cat=0
split_feature=156 401 457 151 1348 1456 14 1 2 133 13 52 15 3 15 42 1213 403 0 3 2 43 133 457 16 4 160 42 11 15
split_gain=0.00080302 0.000789345 0.000814181 0.000844402 0.00117105 0.0010168 0.000942534 0.000835354 0.000930548 0.00103301 0.00100788 0.000998999 0.00086162 0.000906535 0.000784607 0.000683276 0.000726314 0.000687217 0.00071043 0.000758758 0.000725049 0.000677899 0.000671437 0.000626943 0.000771581 0.000615622 0.000572187 0.000796652 0.000519524 0.000439333
threshold=-1.0000000180025095e-35 0.10076500000000001 0.51789000000000007 -0.5225749999999999 0.090205000000000021 -1.0000000180025095e-35 0.076175000000000007 0.077565000000000009 0.14753000000000002 -0.25159999999999993 -0.00096999999999999983 -0.013374999999999998 0.024640000000000006 -0.10519499999999998 -0.016799999999999995 -0.093284999999999993 -1.0000000180025095e-35 0.085340000000000013 -0.059114999999999994 -0.084074999999999997 0.091545000000000015 -0.080554999999999974 0.10622000000000002 -0.0029299999999999994 -0.071854999999999988 -0.35136499999999998 -1.0000000180025095e-35 0.08623500000000002 0.080705000000000013 -0.18895499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 15 9 -9 11 -11 13 28 21 -7 -17 18 19 -18 -21 -15 25 -23 -25 -20 -13 29 -12 -28
right_child=1 -3 -4 4 -6 6 -8 8 -10 10 12 26 -14 14 -16 16 17 -19 22 20 -22 23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0013729427159450036 -0.0013251274064914368 -0.0013281403699484922 -0.0012859954056638303 -0.0011941495702742699 0.0013187960405036698 -0.0013730433615764979 -0.0011888829285136317 -0.0013276933162589875 0.0012784076082667667 0.00095559756093571517 0.0013560001884456137 -0.00087047682175377214 -0.00099271199096824894 -0.001155763861065413 0.00057050230527296573 -0.0013730219144965354 -0.0013729473833057498 -0.0012042690225405744 0.00015246131906361711 0.00040435072024972877 -0.00079439943448124698 -0.00087454834560011206 -0.00061018003136962748 0.00051648405665747667 -0.00043080820035413516 0.0012330281147650865 -0.00087814567218068903 0.00074750325752087632 3.1890673735510301e-05 0.00015123278780937988
leaf_weight=0.0011690748492676475 0.001162727383608341 0.001189118224159901 0.0012610577580289819 0.001767440202707026 0.0010137266404584002 0.0011694279641361058 0.0015394958480356982 0.0010822864138688706 0.0010934154852169078 0.003599272929588615 0.0012145433440657891 0.0010404125210712323 0.0021120653998956121 0.0016755738072671287 0.0020648720408900098 0.0010519094918919345 0.0012770440374381097 0.0011296014529703644 0.0031912618309917207 0.0020535660039282533 0.0017711407355314179 0.0019921671904512576 0.0013534805168919917 0.0030036311242276365 0.0035194181297484263 0.0014430778456215911 0.0012410972060603598 0.0029588018987243281 0.0010339078814780578 0.0021099412549858698
leaf_count=163 47 164 11 250 30 161 65 42 97 238 41 104 67 24 53 227 274 77 37 186 240 25 28 43 52 30 24 148 71 102
internal_value=0 -0.000222445 -0.000196627 -0.000168967 -0.000141251 -0.000172418 -0.000132921 -9.61263e-05 3.54114e-05 -1.20304e-05 3.96252e-05 0.000363006 -0.000173472 -5.41759e-05 -0.000201186 -0.000367039 -0.000278391 -0.000184158 -8.02478e-05 -0.000456695 -0.000150765 -0.000357546 0.000240494 -0.000200478 5.38604e-06 0.000488937 7.28257e-05 0.000228364 0.000747133 -0.00023001
internal_weight=0 0.0521155 0.0509264 0.0496653 0.0485026 0.0474889 0.0457214 0.0441819 0.0297414 0.028648 0.0275657 0.0109495 0.0166162 0.0145041 0.0122557 0.0144405 0.0132711 0.0122192 0.0110896 0.00510175 0.00382471 0.0101908 0.00598782 0.00851522 0.00652305 0.00463434 0.00735025 0.00630984 0.00224845 0.00335104
internal_count=3121 2958 2794 2783 2736 2706 2456 2391 1131 1034 992 616 376 309 197 1260 1099 872 795 700 426 144 95 120 95 67 378 274 112 126
is_linear=0
shrinkage=0.00137286


Tree=1121
num_leaves=14
num_cat=0
split_feature=41 3 13 457 1 52 4 3 4 3 12 16 15
split_gain=0.000105305 0.000133433 0.000204127 0.000143112 0.000147699 0.00018696 0.000237979 0.000312693 0.000154393 0.000152252 0.000236416 0.000130262 0.000368951
threshold=0.078475000000000017 -0.12018999999999998 0.073000000000000023 -0.0029299999999999994 0.094385000000000011 -0.080979999999999983 -0.077679999999999985 0.076840000000000006 -0.084369999999999987 0.095270000000000007 0.085885000000000017 -0.071854999999999988 -0.016799999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5 8 -8 -7 10 -6 -11 -13
right_child=-2 3 -4 4 9 6 7 -9 -10 11 -12 12 -14
leaf_value=0.0024033453499669342 -0.0012256246612612144 -0.001360151075579921 3.1104722599600062e-05 0.00074131492130683711 0.0023834532910766981 -0.00074498849947973234 -0.0032111476079607687 -0.00015888878469238351 0.001423125304084653 0.00083776552597873493 0.00011064048869735545 -0.0024597952302782694 0.00092000881811351892
leaf_weight=0.001104220726875659 0.001306629550412274 0.0015542536306337165 0.0018747042947162562 0.0019572475605903169 0.0015809212391890703 0.0016730625267699084 0.0013818184767545091 0.0012026608543465045 0.0010085377925967394 0.0016541251532724566 0.0019685658783732407 0.0012221928644446933 0.001253286410415555
leaf_count=74 148 243 172 357 233 299 707 44 379 154 213 46 52
internal_value=0 5.80336e-05 0.000910441 -9.6266e-05 3.55514e-05 -0.000413731 -0.000843027 -0.00179081 7.04293e-05 0.000458168 0.00112294 -0.000113217 -0.000748667
internal_weight=0 0.0194356 0.00297893 0.0164567 0.0149024 0.00722333 0.00526608 0.00258448 0.0026816 0.00767909 0.00354949 0.0041296 0.00247548
internal_count=3121 2973 246 2727 2484 1786 1429 751 678 698 446 252 98
is_linear=0
shrinkage=0.00437696


Tree=1122
num_leaves=29
num_cat=0
split_feature=151 4 150 1456 11 1213 14 160 50 47 13 13 403 131 13 13 3 16 0 52 0 48 160 49 15 0 1 4
split_gain=0.000777316 0.000720747 0.000654935 0.000613095 0.000807973 0.000648363 0.00057241 0.000471713 0.000476998 0.000424444 0.000411192 0.000753949 0.000413256 0.000585424 0.000425154 0.000472041 0.000507883 0.000511599 0.000485073 0.000402224 0.00067685 0.000330978 0.000409242 0.00046211 0.000339001 0.000266575 0.000391183 8.51229e-05
threshold=-0.40381499999999992 0.27044500000000005 -0.17852999999999997 -1.0000000180025095e-35 0.081790000000000015 -0.080769999999999995 -0.46885499999999997 -0.22361499999999998 0.099210000000000007 0.096475000000000019 -0.53104499999999988 -0.47860499999999995 -1.0000000180025095e-35 0.10033500000000002 -0.084034999999999985 -0.029529999999999997 0.12178000000000001 -0.014754999999999999 -0.10474999999999998 0.091275000000000009 -0.019414999999999998 0.092475000000000016 0.086325000000000013 -0.074429999999999982 -0.10091499999999999 -0.084044999999999995 0.090475000000000014 0.50822500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 -3 -7 10 27 -9 -12 -13 14 25 -16 17 21 -19 20 -20 22 23 -17 -25 26 -14 -8
right_child=1 6 3 4 -6 7 9 8 -10 -11 11 12 13 -15 15 16 -18 18 19 -21 -22 -23 -24 24 -26 -27 -28 -29
leaf_value=-0.0011540573623184031 0.00099252709768239103 -0.00033756325616082864 -0.0010154837084807074 -0.0009639341247058914 -0.0012446887184889897 -0.00074724142097470935 0.0008467073571850188 -0.00075604018610478949 0.00071388659285136842 0.00014340472212585618 0.0010281625727376147 -0.00069771324509557706 -0.00053549173199233613 0.00089275432278695607 -0.00076782802662430695 0.00054592403037408664 -0.00087569441573365756 0.00089071235197805715 -0.00085713908561218567 0.00063419847447466983 0.00040430849344613864 0.00047354100434522856 -0.0010238156823310792 6.2574216546445747e-05 -0.00083197261001662201 0.0007679276554757768 0.00048664054190788764 0.0013460771643815362
leaf_weight=0.0010650696266267792 0.0010360252690588814 0.0012242317166561989 0.0012588463559340948 0.0012603836486653188 0.0010057583581257737 0.0013766657209439695 0.0016022226651943852 0.0012028381652520103 0.0018836174552367959 0.0015130113980426074 0.0013492674456472209 0.001468682079232452 0.0010987893783176439 0.0013668471649808103 0.0018060365127103737 0.0012204564553428554 0.0012002385494724885 0.0018490309815568538 0.001492195411512731 0.0015525087828933692 0.0015933658465457487 0.0010401303013178875 0.0012735854318073336 0.0013891172580429156 0.0017148475279311513 0.0017004627350232114 0.0017724487797821098 0.0010070523865208791
leaf_count=65 15 44 284 288 117 206 143 13 197 34 18 488 158 40 271 12 13 51 133 15 68 29 31 29 120 58 52 129
internal_value=0 1.12726e-05 -6.1139e-05 -9.43432e-05 -5.76678e-05 -1.86676e-05 0.000470568 2.19236e-05 5.97754e-05 0.000710566 1.25521e-05 4.96982e-05 -6.38845e-06 3.96167e-05 -1.67083e-05 -0.000119387 -3.76375e-05 3.89987e-05 0.000307802 7.54174e-05 -0.000205735 -0.000223689 -0.000353237 -0.000155745 -0.000431636 0.000345601 9.54824e-05 0.00103944
internal_weight=0 0.0392587 0.0339121 0.0328761 0.0316173 0.0306115 0.00534652 0.0293511 0.0279745 0.00412229 0.0260908 0.024888 0.0235387 0.0220701 0.0207032 0.0161315 0.0143255 0.0131252 0.0064871 0.00463807 0.00308556 0.00663814 0.00559801 0.00432442 0.00310396 0.0045717 0.00287124 0.00260928
internal_count=3121 3056 2706 2691 2407 2290 350 2002 1796 306 1599 1586 1568 1080 1040 772 501 488 267 216 201 221 192 161 149 268 210 272
is_linear=0
shrinkage=0.00134594


Tree=1123
num_leaves=31
num_cat=0
split_feature=39 9 42 151 1348 14 1456 52 133 13 403 13 1 132 16 4 49 43 43 49 157 3 2 13 43 4 4 151 2 1
split_gain=0.00120996 0.00119156 0.00105944 0.000799037 0.00113145 0.00144762 0.000994733 0.000782567 0.0010443 0.000692033 0.00109224 0.000856572 0.000825464 0.000810198 0.000890794 0.000977202 0.000732106 0.000764715 0.00067243 0.00061049 0.000831037 0.000748172 0.000894961 0.000523015 0.000521221 0.000505518 0.00062998 0.000520403 0.000430155 0.000357267
threshold=0.16946000000000003 -0.036024999999999995 -0.26584999999999998 -0.40381499999999992 0.090205000000000021 0.076175000000000007 -1.0000000180025095e-35 -0.52017999999999986 -0.25159999999999993 -0.084034999999999985 -0.088999999999999982 -0.53104499999999988 0.10828500000000001 0.080640000000000017 0.23311500000000004 -0.42529999999999996 -0.10774499999999999 0.070450000000000013 -0.043144999999999996 0.10542000000000001 -0.077384999999999995 0.12745000000000004 0.088850000000000012 0.15641500000000003 -0.52440999999999993 0.033845000000000007 0.27044500000000005 0.077805000000000013 0.092480000000000021 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 -1 -3 -4 5 6 -5 -8 -9 11 -11 -10 16 14 15 -12 -13 18 -18 20 -17 22 23 29 -16 27 -27 28 -24 -22
right_child=-2 2 3 4 -6 -7 7 8 9 10 13 12 -14 -15 24 19 17 -19 -20 -21 21 -23 25 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0016089824462847289 0.0016090707668426785 -0.0016088257002357189 -0.0014015520510386064 -0.0012853867559195207 0.0015688623740865509 -0.001472759004743593 -0.0012868664701074053 -0.0014013104671662573 -0.00063726533348252472 -0.0015930867189449835 -0.0015627468489786676 -0.00087215594119802674 0.0014221112714490284 0.00088230438308856628 0.0016091622044773597 0.0007650036156681291 0.00080075564654794788 0.0012431564338306193 -0.00035108256843069288 0.0008019484564743449 -0.00033121327003854769 -0.0015900568652221919 0.00074777659197795149 -1.6422517125747269e-05 0.00022860433819358721 -0.0012527572403554675 0.00041356825164205556 0.0013374261443634496 -0.00041505787759343329 -0.001363422851904561
leaf_weight=0.0010717778874593789 0.0011382742118613001 0.0011835938557851469 0.0011342190016314637 0.0015367006593074431 0.0011106439103158996 0.0018374693994402938 0.0011310018253459777 0.001210701367230004 0.0017296727899207562 0.001116648022406296 0.0012624124721005601 0.0011033512654803354 0.0023706631696942546 0.0026020299140907524 0.001129942771513015 0.0020307124948262248 0.0024176833704157045 0.0025886293812931171 0.0028657336970496746 0.0017569488964213056 0.0012909256691391417 0.0011315318379274695 0.0015652175339466723 0.0020097866778883144 0.0018929027856451333 0.0012051946925657475 0.0011445102158464948 0.0013011152977071561 0.0017359549373350269 0.00264561085971593
leaf_count=89 23 18 64 269 33 96 198 167 30 334 29 33 133 134 3 73 184 28 237 57 189 13 69 32 102 39 70 14 154 207
internal_value=0 -6.84422e-05 -0.000105865 -6.7901e-05 -3.48185e-05 -7.47422e-05 -1.46889e-05 3.26616e-05 6.98709e-05 0.000115662 -3.70151e-05 0.000417164 0.000577909 3.33188e-05 -6.66274e-05 -0.00019516 0.00035493 0.00052692 0.000175997 -9.82632e-05 -0.000196742 -0.000335947 -0.000225928 -0.000684064 0.000744658 0.000165934 -0.000441112 0.000475863 0.000136288 -0.00102493
internal_weight=0 0.0491133 0.0480415 0.0468579 0.0457237 0.0446131 0.0427756 0.0412389 0.0401079 0.0388972 0.0258214 0.0130757 0.0113461 0.0247048 0.0221028 0.0190799 0.0089754 0.00787205 0.00528342 0.0178175 0.0160606 0.0140298 0.0128983 0.00594632 0.00302285 0.00695199 0.0023497 0.00460229 0.00330117 0.00393654
internal_count=3121 3098 3009 2991 2927 2894 2798 2529 2331 2164 1519 645 615 1185 1051 946 482 449 421 917 860 787 774 428 105 346 109 237 223 396
is_linear=0
shrinkage=0.00160853


Tree=1124
num_leaves=31
num_cat=0
split_feature=52 133 1213 151 1456 13 1 4 52 52 4 15 12 1375 148 1374 130 159 51 4 2 16 47 15 3 133 1 16 52 0
split_gain=0.000730468 0.000919213 0.000574173 0.00059439 0.000538251 0.000612077 0.000728554 0.000526104 0.000665608 0.000505886 0.000793144 0.000463773 0.000621857 0.000470509 0.000426116 0.000635018 0.000473221 0.000514182 0.000712892 0.00056718 0.000566164 0.000479398 0.00053651 0.000349713 0.000444252 0.000421353 0.000344716 0.000299424 0.000228191 0.00045954
threshold=-0.52017999999999986 -0.25159999999999993 -0.080769999999999995 -0.27559499999999998 -1.0000000180025095e-35 -0.0034749999999999994 0.10752500000000002 0.2623950000000001 -0.046924999999999988 0.11434500000000002 -0.083854999999999985 0.024640000000000006 0.091475000000000015 1.0000000180025095e-35 -1.0000000180025095e-35 -0.094929999999999987 -0.0015749999999999998 -0.032739999999999991 0.084745000000000015 0.24564500000000003 0.11215000000000001 -0.097644999999999996 0.092710000000000015 0.090455000000000021 -0.0080949999999999998 0.089755000000000015 0.089875000000000024 0.083160000000000026 0.10024500000000001 -0.097274999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 9 8 -8 10 27 13 -13 14 -7 -16 -17 -18 19 21 -21 -19 28 24 26 -25 -12 -6 29 -23
right_child=1 2 3 4 5 11 7 -9 -10 -11 23 12 -14 -15 15 16 17 18 -20 20 -22 22 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0011467937486234966 -0.0012098831897542439 -0.00083279584345455836 -0.00096822432708882158 -0.00073998017606330922 0.0011660819058849222 0.0009056913132051436 0.0011551133110227515 0.0013729452166257629 -0.00016590570255813194 -0.00068380777378101271 -0.0010745252779988696 -0.0010730016033406351 0.00012410258698069694 -0.00081656174927148214 -0.00084141902515151947 -0.0007244725612026657 -0.00056920098345923165 -0.00091641466730081763 0.0010915467485839126 0.0012826153337239109 -5.8262097066046341e-05 0.00069334876902069531 -0.00067936737375241688 -0.00023665143182534325 0.00035573856351563691 0.0010200155482031987 -8.2046230747077106e-05 0.00036841957291314464 0.0009126514359253273 -0.00043229702123583134
leaf_weight=0.0011127752908428592 0.0011862089798466693 0.0014439632189502385 0.0010518036315794168 0.0014542541543047785 0.0016751650412525328 0.0011680733912209371 0.0012857225597855404 0.0017251663280628549 0.001630556361526204 0.0012936818271689363 0.0014770996914155151 0.0017651284828454896 0.0015239976637744235 0.0011108763635059296 0.0013810971631755828 0.0010957250255927429 0.0013769746212188858 0.0010442087873006071 0.0018680439245180045 0.0014016172716422304 0.0010293662585851848 0.001431324798659264 0.0012347093931355246 0.0010082157374320388 0.001267496394397943 0.0010032902879970607 0.0011917543786772455 0.001885022692974303 0.0010341537963540759 0.0013084065470660936
leaf_count=224 179 315 71 230 136 64 82 186 53 189 467 108 108 26 12 55 58 16 33 34 29 25 29 63 50 84 87 25 7 76
internal_value=0 -1.92576e-05 1.68017e-05 4.93227e-05 7.85081e-05 0.000112307 0.000317107 0.000772 0.000416502 0.000121642 0.000231233 -4.7641e-05 -0.00051833 4.62745e-05 0.000108621 4.30815e-05 0.000138335 0.00021894 0.000323776 0.000154721 0.000714839 -7.02386e-05 0.000106175 -7.55376e-05 -0.000313504 0.000390143 -0.000631342 0.000743741 0.000363182 0.000155777
internal_weight=0 0.0403531 0.0391669 0.0377229 0.0366711 0.0352169 0.0154432 0.00464145 0.00291628 0.0108017 0.00950804 0.0197737 0.00328913 0.0164846 0.0153737 0.0142056 0.0128245 0.0117288 0.0103518 0.00848379 0.00243098 0.0060528 0.00500859 0.00594786 0.00393635 0.00201151 0.00266885 0.00356019 0.00377389 0.00273973
internal_count=3121 2897 2718 2403 2332 2102 1422 321 135 1101 912 680 216 464 438 374 362 307 249 216 63 153 137 751 604 147 554 161 108 101
is_linear=0
shrinkage=0.00137286


Tree=1125
num_leaves=31
num_cat=0
split_feature=39 42 156 401 453 1348 14 1456 15 1374 133 14 11 13 13 403 1 4 16 16 43 16 16 0 52 1 43 16 51 1374
split_gain=0.00111728 0.00102533 0.00101679 0.00103749 0.000948624 0.00092858 0.00144501 0.000762798 0.000682144 0.00085689 0.000754029 0.000750054 0.000742384 0.000676927 0.0010434 0.00123285 0.000753192 0.00112842 0.000946517 0.000700873 0.000654044 0.00104101 0.000692614 0.000668251 0.000630938 0.000607764 0.000535346 0.000464252 0.000765904 0.000879812
threshold=0.16946000000000003 -0.26584999999999998 -1.0000000180025095e-35 0.10076500000000001 0.10218000000000001 0.090205000000000021 0.078320000000000015 -1.0000000180025095e-35 -0.24436499999999997 0.093235000000000012 -0.25159999999999993 -0.46596499999999991 0.087830000000000005 -0.53104499999999988 -0.084034999999999985 -0.088999999999999982 0.08844500000000001 -0.083644999999999983 -0.51370499999999997 -0.014034999999999997 -0.074359999999999996 0.15891500000000003 -0.079109999999999986 -0.10324499999999999 0.12603000000000003 1.0000000180025095e-35 -0.51144999999999985 -0.0092699999999999987 0.082455000000000014 -0.094929999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 -4 11 10 -10 -9 13 -12 16 -16 17 -15 -19 -20 22 27 23 -17 -18 26 -24 28 -22 -30
right_child=-2 2 3 -5 -6 -7 -8 8 9 -11 12 -13 -14 14 15 20 24 18 19 -21 21 -23 25 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.001346161577070254 0.0013463758043795338 -0.0013460173632559274 -0.00092594593531170218 -0.0013019537933026146 -0.0012264569139313407 0.0013253258409669341 -0.0012073851626474236 -5.1043110292708823e-05 -0.0010183204660153128 -0.001155938647298583 -0.00064917204251343629 0.0011371597069827243 -0.00090751864628337529 0.00095198380582709071 -0.0013460187840534596 0.00043188471756234564 0.0012665073632130064 0.00084823753118024676 -0.0013460844478410039 0.00010603211426050918 -0.00051167923868468315 -0.0013460570424279035 0.00084590125489415182 -0.0010842925670956273 7.7036684472789319e-05 0.00095026537305754031 -0.00024073278399558594 0.00058874034258109709 -0.00052805167227197222 0.00078125193491589075
leaf_weight=0.0010826886611070554 0.0010590812835644661 0.0010281547669763738 0.0013117314817228101 0.0010723255776636789 0.0010518236271366268 0.0010372567747083386 0.001628295379736854 0.0016383209700432388 0.0010707559615121811 0.0010208551167920623 0.0017547104562254381 0.0023328123200538889 0.0012107492816824097 0.002414486876491484 0.0010986006402624584 0.0010929365125775803 0.0033711241541221071 0.0010095872710138565 0.0013562591162183946 0.0010828951368262452 0.0042364354038322179 0.00109577383597781 0.0013238793596883625 0.0010163056998981901 0.0010624590226910868 0.0037914603987090345 0.0021636960034645547 0.002159398388145395 0.0014559603623638395 0.0025724417377914754
leaf_count=18 23 163 233 164 18 33 75 49 165 36 18 175 63 38 314 10 116 10 195 130 326 105 11 75 20 177 186 95 14 66
internal_value=0 -5.07481e-05 -2.1807e-05 6.89632e-06 3.71699e-05 6.65042e-05 3.7011e-05 8.45267e-05 0.000116596 6.02226e-05 9.43868e-05 0.000646958 0.000128168 0.000164986 0.00020921 4.37482e-05 0.000562845 0.000246299 -0.000247756 -0.000701398 0.000116772 -9.81286e-05 0.000380468 -0.000298662 0.000981464 0.000577259 0.000171752 3.3051e-05 -0.000112137 0.000308038
internal_weight=0 0.0495442 0.0484615 0.0474333 0.046361 0.0453092 0.0442719 0.0426436 0.0413319 0.0373608 0.0363399 0.00397113 0.0352692 0.0340584 0.0323037 0.0220069 0.0102968 0.00586323 0.00344874 0.00243915 0.0209083 0.01152 0.00938828 0.00210924 0.00443358 0.00727904 0.00348758 0.0104242 0.00826484 0.0040284
internal_count=3121 3098 3080 2917 2753 2735 2702 2627 2394 2170 2134 224 1969 1906 1888 1379 509 373 335 325 1065 606 459 85 136 374 197 501 406 80
is_linear=0
shrinkage=0.00134594


Tree=1126
num_leaves=31
num_cat=0
split_feature=156 457 401 453 1348 1456 133 15 1374 158 156 42 14 13 1 13 133 160 1 12 43 47 150 403 42 376 13 49 15 0
split_gain=0.000989779 0.00097407 0.000994525 0.000982724 0.000938673 0.00118469 0.000941379 0.000697039 0.000964098 0.000962091 0.000921636 0.00084834 0.000799309 0.00076915 0.000756505 0.00066048 0.000914449 0.000705683 0.000708868 0.00103933 0.00085802 0.000810014 0.000774135 0.000638227 0.000806919 0.000451541 0.000395617 0.000364152 0.000328895 0.000442205
threshold=-1.0000000180025095e-35 0.51789000000000007 0.10076500000000001 0.10218000000000001 0.090205000000000021 -1.0000000180025095e-35 -0.25159999999999993 -0.24436499999999997 0.093235000000000012 0.085900000000000018 0.091255000000000017 -1.0000000180025095e-35 -0.46885499999999997 -0.53104499999999988 1.0000000180025095e-35 -0.47860499999999995 0.09389500000000002 -0.40698999999999991 0.10752500000000002 0.099400000000000002 -0.12152999999999999 0.092530000000000015 0.087380000000000013 0.03138500000000001 -0.106335 0.08573500000000002 -1.0000000180025095e-35 -0.073374999999999982 -0.091184999999999988 -0.019414999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 12 9 10 11 14 -8 -13 25 -15 17 -17 19 20 -19 22 28 24 -16 -9 -20 -24 -22 -30
right_child=1 -3 -4 -5 -6 6 7 8 -10 -11 -12 13 -14 15 23 16 -18 18 26 -21 21 -23 27 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0013729231076801867 -0.0011018445600351132 -0.0012486079488383129 -0.0013244602450000851 -0.0012191637924165713 0.0013519313016085723 -0.00095382393319534448 -0.00012424649202928052 -0.0013729305511394696 -0.0012057690864765895 -0.0010012961369169774 -0.00070745838200343518 -0.00060952714772893293 0.0011553227953756693 0.001193883890995722 0.0002256063967460978 -0.00070221332848551953 -0.00069001398273926937 0.0012095267158044201 0.0011305717640423573 -0.0010301821871061176 0.00095040563371561674 -0.0007075296639463387 -0.00096048660964492371 0.00092980889726034508 -0.0012203780685457498 -0.00016340236274083836 0.00044496841478739672 0.00019196568510958408 0.00020081686427278844 0.0010662040941133973
leaf_weight=0.0010340963873849409 0.0016504760627698003 0.0011818743201956741 0.0010279969107611633 0.0011419024149290627 0.0010520976543588736 0.0015962809349558951 0.001478003072850953 0.0013699095528187924 0.0010935914362377721 0.0014377128005009778 0.0022592805857724043 0.0016441552210153523 0.0024376184924617119 0.0016699717970425345 0.0023869104281626363 0.0011006418298151735 0.0016365176935546613 0.0019662175476398121 0.003405825099040527 0.0010802559553866322 0.0025247693988696938 0.0015136934137203193 0.0010642668796734256 0.0012526507560437494 0.0010461768517995296 0.0010110733885539958 0.0029692355759607372 0.001004505113527899 0.0056123506270562154 0.001388164400111711
leaf_count=163 250 11 164 18 32 177 40 400 37 141 191 14 186 17 32 91 247 30 102 33 69 60 31 25 86 12 48 69 319 26
internal_value=0 -1.65131e-05 1.21393e-05 3.97333e-05 6.92804e-05 4.09302e-05 8.19777e-05 0.000119256 6.57015e-05 0.000101043 0.000142852 0.000196743 0.000672332 0.000302054 -0.000229174 0.000357696 0.000302428 0.000371161 0.000423599 0.000270619 0.000363839 0.000236983 0.000360296 9.10202e-05 -0.000215034 -0.00085931 0.000811247 -0.000400906 0.00052562 0.000372418
internal_weight=0 0.0520041 0.0508223 0.0497943 0.0486524 0.0476003 0.0459498 0.0443535 0.0404379 0.0393443 0.0379066 0.0356473 0.00391562 0.0285806 0.00706672 0.0269364 0.0252664 0.0236299 0.0225293 0.0161542 0.015074 0.0131077 0.0115941 0.00468574 0.00343309 0.00238098 0.00637506 0.00206877 0.00952528 0.00700052
internal_count=3121 2958 2947 2783 2765 2733 2483 2306 2080 2043 1902 1711 226 1156 555 1142 1125 878 787 637 604 574 514 143 118 412 150 100 414 345
is_linear=0
shrinkage=0.00137286


Tree=1127
num_leaves=31
num_cat=0
split_feature=31 156 151 4 150 158 160 16 0 4 16 2 457 133 457 124 156 3 0 15 15 51 150 484 1375 3 0 1213 2 2
split_gain=0.0016986 0.00114566 0.00105318 0.00183835 0.00149777 0.0012705 0.0011055 0.00108861 0.00128967 0.00143783 0.00233969 0.00109454 0.000993923 0.0010903 0.00106112 0.00114471 0.00126312 0.00152361 0.00107509 0.000973054 0.000751735 0.000669721 0.000683511 0.00058024 0.000632061 0.000669749 0.000561207 0.000672299 0.000540388 0.000524056
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.40381499999999992 0.27044500000000005 -0.22665999999999997 0.08962500000000001 -0.091944999999999985 0.51524500000000006 -0.062294999999999996 -0.49405499999999997 0.38525000000000004 -1.0000000180025095e-35 -0.0029299999999999994 -0.0061299999999999992 0.51789000000000007 -0.088544999999999985 0.091255000000000017 -0.08824499999999999 -0.10324499999999999 0.097020000000000009 0.17980000000000004 0.11144500000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.43996499999999994 0.086245000000000016 -0.11991499999999998 0.031805000000000007 0.10731 0.12043500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 -6 8 11 10 -10 -8 -13 26 15 -15 17 18 -17 28 23 22 -5 -19 -25 -26 -14 -28 -11 -30
right_child=1 2 3 21 5 -7 7 -9 9 19 -12 12 13 14 -16 16 -18 20 -20 -21 -22 -23 -24 24 25 -27 27 -29 29 -31
leaf_value=0.0012942080291196444 -0.0012937467712068552 -0.0011283681160568306 0.0011293183043637716 -0.00026753850204223108 -0.00079945232718677786 -0.0011322639204567535 -0.0012430730844439153 -0.00087691095165678219 -0.0012499023635790564 0.00092048359704174627 0.00063555652548677433 -0.00084475496469380701 0.00011584430185688881 -0.0011592638729066591 -0.0011837621572601913 0.00023905775271210398 -0.00090685575645754139 -0.00018576003108878255 -0.0011039557454208433 -0.00032938970311278341 -0.00046045756510735181 -0.00042149950956627924 0.00087739631611341606 -0.00014523725142088963 0.0005364090054395742 0.0012125229509124518 -0.0012937865369240407 -5.9224080805989532e-05 -0.00050725737029457593 0.00080609853951345441
leaf_weight=0.0015830822377562717 0.0012397682100182541 0.00144917662499111 0.0016151156083878951 0.0010226465709024524 0.0034727148698392432 0.0020563348695046271 0.0014637938501493855 0.0024832394597957821 0.0022016833806759459 0.0067962119465931961 0.0022042342316126451 0.002685555756738899 0.0013542005122957335 0.0010242762450616274 0.0010136668729501244 0.0022543146164153427 0.0014707247414786897 0.001270501908008371 0.0017893545989959734 0.001677603089476066 0.0011289120025139718 0.0010022877117421558 0.0059491905173114645 0.001210189733711787 0.0053672912599793711 0.0045144185663872349 0.0021694923656510037 0.001118990826253885 0.0010001038489377834 0.0010343523721232373
leaf_count=86 163 64 14 16 308 212 42 113 50 68 6 165 37 10 9 37 71 129 168 50 17 16 277 5 330 41 415 131 16 55
internal_value=0 -6.20476e-05 -3.81133e-05 -1.27735e-05 -9.78384e-05 -0.000135403 -9.49763e-05 -4.31812e-05 3.0838e-06 0.000313709 -0.000306627 -0.000152191 -9.5909e-05 -1.76157e-05 0.000107575 0.000172926 0.000244722 0.000341309 -0.000355236 0.000573805 0.000550081 0.000567302 0.000709454 0.000642361 0.000737217 0.000845289 -0.000585061 -0.000873695 0.000745389 0.000160475
internal_weight=0 0.0650403 0.0638006 0.0623514 0.0543773 0.0527622 0.0507058 0.0472331 0.0447499 0.0149142 0.00440592 0.0298357 0.0283719 0.0256863 0.0210437 0.02003 0.0190057 0.017535 0.00404367 0.0105083 0.0134913 0.00797412 0.00697184 0.0123624 0.0110919 0.00988171 0.00464268 0.00328848 0.00883067 0.00203446
internal_count=3121 3035 2872 2808 2499 2485 2273 1965 1852 245 56 1607 1565 1400 817 808 798 727 205 189 522 309 293 505 376 371 583 546 139 71
is_linear=0
shrinkage=0.00129368


Tree=1128
num_leaves=31
num_cat=0
split_feature=31 39 42 156 151 4 150 158 1213 41 148 156 160 457 42 15 16 133 48 16 1 42 124 49 2 2 151 1213 151 15
split_gain=0.00147171 0.00133158 0.00135117 0.00105841 0.00103745 0.00130739 0.00124437 0.00110537 0.00105725 0.000980132 0.00100674 0.00105234 0.00113282 0.00110794 0.000921297 0.00104814 0.00133053 0.00102078 0.000879719 0.000859474 0.000997383 0.000816168 0.000888336 0.000809075 0.000911334 0.000797336 0.000670909 0.000662393 0.000712091 0.000617454
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 -1.0000000180025095e-35 -0.5225749999999999 0.27287000000000006 -0.22665999999999997 0.094245000000000009 -0.082704999999999987 0.078475000000000017 0.10530000000000002 0.10499000000000001 -0.091944999999999985 -0.0029299999999999994 -0.0060199999999999993 -0.095869999999999983 -0.096824999999999981 0.10622000000000002 0.086125000000000021 -0.54165499999999989 0.111945 -0.084624999999999992 -0.076164999999999983 -0.088694999999999982 0.090790000000000023 0.10672500000000001 -0.0017399999999999998 0.04198000000000001 -0.083274999999999988 0.079055000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -8 10 11 12 18 26 21 16 -16 23 -10 -7 -21 22 -15 24 -17 -19 -14 28 -25 -24
right_child=1 -3 3 4 5 19 7 -9 9 -11 -12 -13 13 14 15 17 -18 25 -20 20 -22 -23 29 27 -26 -27 -28 -29 -30 -31
leaf_value=0.0012942000651173012 -0.0012939749903047037 0.0012941709152439161 -0.0012937513806455996 -0.0012161358935072967 0.0010539082494902636 0.0012938777295806738 -0.0012937482724897714 -0.0011783082889124847 -0.0011902924322285272 -0.0011413813613084199 -0.0012940366052204212 -0.0010891386291007534 -0.0011304131610235307 -0.0009947593182863966 0.00028967784036953168 0.00056262005980889818 -0.0010466527653105052 -0.0012878944683629397 0.00025787138580216573 -0.00034702071582356375 0.0006708375059663209 -0.0011775207628838794 0.00066414976941738067 -0.00024652224055677626 -0.00080028903977870023 0.0002665177777156669 9.5811977777793012e-05 -0.00037690504562781367 0.00068717394084490851 -0.00037665450189129076
leaf_weight=0.001363373113831833 0.0015212117524043825 0.0011858349640903034 0.0011418703354690854 0.0012227078499869029 0.0015438373181950729 0.0016661689434140925 0.0011907874630834306 0.0016146277575330705 0.0021034809359941056 0.0013601820379705023 0.0010255475918938819 0.0014303030838285205 0.0018760091341754048 0.0012575677855863887 0.002942627097574757 0.0015820361311114075 0.0021639257697234618 0.0010516203250068292 0.0010537174051892251 0.0027235119820545606 0.0039448365427317 0.0013412001571859724 0.002410186351932353 0.0014888324188646598 0.0017071204008800578 0.0011631234838862525 0.0012405587393669029 0.00121207665333145 0.016709094142270509 0.0015788205537963229
leaf_count=86 18 21 163 47 15 51 253 191 226 81 12 130 106 21 38 29 65 169 57 46 194 285 77 74 26 19 52 53 365 151
internal_value=0 -6.4034e-05 -8.9491e-05 -5.98168e-05 -3.65678e-05 -1.22798e-05 -8.98431e-05 -0.000125513 -9.00164e-05 -5.93216e-05 -2.68586e-05 2.46845e-06 3.88783e-05 9.81557e-05 0.000161194 0.000257332 -0.000276599 0.000366771 -0.000706967 0.00046278 0.00025512 -0.000276909 -4.66823e-05 0.000448566 -0.00014475 -0.000471559 -0.000642311 0.000549108 0.000610785 0.000252207
internal_weight=0 0.0644534 0.0632676 0.0617464 0.0606045 0.0593818 0.0510473 0.0495034 0.0478888 0.046698 0.0453378 0.0443123 0.042882 0.0397248 0.0366082 0.0300205 0.00510655 0.0249139 0.0031572 0.00833452 0.00666835 0.00658777 0.00524657 0.0226992 0.00328916 0.00221474 0.00311657 0.01941 0.0181979 0.00398901
internal_count=3121 3035 3014 2996 2833 2786 2495 2480 2289 2036 1955 1943 1813 1530 1372 838 103 735 283 291 240 534 249 547 55 188 158 492 439 228
is_linear=0
shrinkage=0.00129368


Tree=1129
num_leaves=17
num_cat=0
split_feature=14 484 160 403 52 457 484 1 133 12 2 48 13 13 4 4
split_gain=0.000217181 0.000164581 0.000227691 0.000213606 0.000194793 0.000185534 0.000170762 0.000175295 0.000221987 0.000197303 0.000238842 0.000279753 0.000302611 0.000184042 0.000167489 0.000136606
threshold=0.076175000000000007 0.085515000000000022 -0.081969999999999987 -1.0000000180025095e-35 -0.40306999999999998 -0.0029299999999999994 -0.0068949999999999992 0.13436000000000001 -0.069129999999999983 0.095330000000000012 0.11215000000000001 0.093265000000000015 -0.084034999999999985 -0.0039049999999999992 -0.0016099999999999997 -0.27825499999999997
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 -7 8 -8 10 11 12 -10 -11 15 -14
right_child=-2 2 -4 4 5 6 7 -9 9 13 -12 -13 14 -15 -16 -17
leaf_value=-0.0019534403050673502 -0.0019844533220093091 0.0022697893098306506 -0.00042101560607948202 -0.0017359960187772585 -0.001268722027261381 -0.0013522202037421968 -0.0013228061833565233 0.001777979732480071 0.0021742373279090284 -0.0017210439177458474 -0.00057140313234860262 0.0030227266264953052 -0.00030437044448608508 0.00053009962906154018 -0.0009160236881623797 0.001774315851512749
leaf_weight=0.0010489495457204892 0.0010007097303303949 0.0013641993589887935 0.0010061427012155724 0.0010748421486423366 0.001554614416751642 0.0010931704594639982 0.0014753733550015311 0.0015353830376407815 0.0018488939375727017 0.0013217792651472049 0.0019903322445991023 0.0011756560047260223 0.0010630293832534195 0.0013535449102308758 0.0017622141684703416 0.0012869202160380455
leaf_count=701 101 225 107 257 180 322 323 137 110 77 117 51 39 78 110 186
internal_value=0 5.96746e-05 0.00112762 -6.95791e-05 3.70298e-05 0.000146172 0.000284458 0.00040524 0.000246503 0.000442676 0.000743062 0.00110965 0.000732345 -0.000582108 8.40478e-05 0.000833996
internal_weight=0 0.021955 0.00237034 0.0195847 0.0185358 0.0174609 0.0159063 0.0148131 0.0132777 0.0118024 0.00912705 0.00713671 0.00596106 0.00267532 0.00411216 0.00234995
internal_count=3121 3020 332 2688 1987 1730 1550 1228 1091 768 613 496 445 155 335 225
is_linear=0
shrinkage=0.00429114


Tree=1130
num_leaves=16
num_cat=0
split_feature=1447 453 4 15 42 43 47 0 16 4 13 4 1 13 160
split_gain=0.000142444 0.000180509 0.000417123 0.000240233 0.000246312 0.000299261 0.000210939 0.000269255 0.000274618 0.00025644 0.000248183 0.000267749 0.000140224 0.000119978 0.000101389
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.24564500000000003 -0.10203999999999998 -0.095859999999999987 -0.17390999999999998 0.086010000000000017 -0.10096999999999999 -0.014754999999999999 -0.029144999999999997 -0.084034999999999985 -0.27825499999999997 0.111945 -0.13710499999999998 0.088020000000000015
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 8 14 10 13 -12 -4 -9 -7
right_child=1 -3 12 4 5 6 -8 9 -10 -11 11 -13 -14 -15 -16
leaf_value=-0.001428982766286239 -0.001791489145885483 -0.0015143482494668552 0.00053950520688331443 -0.0014769262146534623 0.0017433957617917757 0.00033174105090696347 0.0011339383072742535 -0.00035884193247991472 0.0015438750156448941 -0.0024708768607846097 -0.0027671323896198041 -9.0657648940718805e-06 0.0020310082191522735 0.0014008075563770182 -0.0011353111015160791
leaf_weight=0.0010397897827504879 0.0012318544657843279 0.0010676579166632996 0.0019034442369942886 0.001552100637972397 0.0015882065314647411 0.0015230381856472519 0.0019230933553391347 0.0012768946506298562 0.0019296988182975197 0.0011599538521666983 0.0010597246532142437 0.0010670763693407257 0.0019052515659282454 0.001080701458623822 0.0013356838209226396
leaf_count=300 199 78 134 198 88 91 155 27 91 493 152 634 257 179 45
internal_value=0 4.37676e-05 0.00012477 -0.000139534 -8.21293e-06 0.000155268 -4.88678e-05 -0.000266897 0.000411002 -0.000841997 -0.000420663 -0.00138333 0.00128561 0.000447766 -0.000353711
internal_weight=0 0.0216044 0.0205367 0.016728 0.0154962 0.0139441 0.0123559 0.0104328 0.00478842 0.00564435 0.0044844 0.0021268 0.0038087 0.0023576 0.00285872
internal_count=3121 2821 2743 2352 2153 1955 1867 1712 227 1485 992 786 391 206 136
is_linear=0
shrinkage=0.00388662


Tree=1131
num_leaves=31
num_cat=0
split_feature=453 1348 14 156 4 11 1213 150 1456 122 123 124 1374 157 3 403 2 151 48 150 0 131 133 3 2 2 51 48 1 16
split_gain=0.00104054 0.00148041 0.00113456 0.000975359 0.00100101 0.00114739 0.00100919 0.000898156 0.00117743 0.000870885 0.000999733 0.00134582 0.000883462 0.000940244 0.001009 0.00123957 0.00108408 0.00106527 0.00103186 0.00120996 0.000988747 0.00112128 0.000926434 0.00110955 0.00086465 0.000767064 0.000681728 0.000756659 0.000803594 0.00111747
threshold=0.10218000000000001 0.090205000000000021 0.076175000000000007 -1.0000000180025095e-35 0.27044500000000005 0.081790000000000015 -0.080769999999999995 -0.22665999999999997 -1.0000000180025095e-35 0.10544500000000001 1.0000000180025095e-35 -1.0000000180025095e-35 0.093235000000000012 0.087580000000000005 0.10299500000000002 -0.088999999999999982 0.13712500000000002 -0.090369999999999992 0.092475000000000016 0.087865000000000013 -0.14116499999999996 0.10033500000000002 0.093255000000000018 -0.12018999999999998 0.094835000000000017 0.091545000000000015 0.11144500000000002 0.12118000000000002 0.111945 -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=1 2 3 -1 5 6 -5 -8 -9 10 11 -10 13 14 15 -13 -16 -17 19 20 -19 22 23 -22 -12 -25 27 28 29 -6
right_child=-2 -3 -4 4 26 -7 7 8 9 -11 24 12 -14 -15 16 17 -18 18 -20 -21 21 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0014284282736002755 -0.0013371920496400228 0.0013884073478371754 -0.0012649674633391447 -0.0012115578622093352 0.0014285335979830921 -0.0014284579953941843 0.001095970948748487 -0.0014284494337904068 -0.0012868670493479753 -0.0013260173373042465 -0.00046174520585888306 -0.0014283842709177004 -0.0014285379325808191 -0.0012519901922845586 0.00072719389483079833 -0.0012125276076010879 -0.00055522290625735677 0.00089598124680390914 0.00083667183459753571 -0.0011231275402873975 0.00059496867030768531 0.00095788500116673273 -0.0014285879143854745 -0.00019162405930847818 0.0010763811569554679 -0.0011883197863106149 -0.0007122385870384437 -0.00063644423994841401 0.0013491853318477627 -0.00042808456391936348
leaf_weight=0.0013420979262068746 0.0017885459394619821 0.0011290905841718759 0.0022182467639701988 0.0020414471522691704 0.0010101077952811011 0.0016809930906163109 0.0010895423219778868 0.0015782815288689625 0.0022059898835777849 0.001297474193506786 0.0010837809787922472 0.0015337387574390062 0.0010531100910640126 0.0013937122952911709 0.0055417515718687574 0.0016654265557836103 0.0017756991317554593 0.0021523676617220917 0.0025044671558536171 0.0022508022335045999 0.0031991804043798111 0.0017421397446568667 0.0012518134266050742 0.0094830023765384679 0.0023895288727544539 0.0018891016978264128 0.0011536827839115915 0.0010266281251460896 0.002243344327036656 0.0019156572803495911
leaf_count=159 18 35 100 313 32 83 13 197 38 8 68 324 27 82 76 110 28 30 93 62 45 37 112 483 77 171 17 21 213 49
internal_value=0 -0.000232348 -0.000262001 -0.000224605 -0.000196823 -0.000268098 -0.00022839 -0.000185759 -0.000216124 -0.000173042 -0.000138346 -0.000202725 -0.00013884 -0.00010151 -5.56835e-05 -0.000180412 0.000415994 -0.000107183 -3.19624e-05 -0.000130989 -1.7735e-05 -0.000129698 -0.000249442 -0.000148142 0.000596438 -0.000357192 0.000295875 0.000483591 0.00070604 0.000212905
internal_weight=0 0.0628422 0.0617131 0.0594949 0.0581528 0.0508034 0.0491224 0.0470809 0.0459914 0.0444131 0.0431156 0.0396423 0.0374363 0.0363832 0.0349895 0.027672 0.00731745 0.0261383 0.0244729 0.0219684 0.0197176 0.0175652 0.0158231 0.0145713 0.00347331 0.0113721 0.00734942 0.00619574 0.00516911 0.00292577
internal_count=3121 3103 3068 2968 2809 2477 2394 2081 2068 1871 1863 1718 1680 1653 1571 1467 104 1143 1033 940 878 848 811 699 145 654 332 315 294 81
is_linear=0
shrinkage=0.00142833


Tree=1132
num_leaves=31
num_cat=0
split_feature=39 42 9 156 401 151 4 150 160 158 41 148 4 0 2 2 457 403 156 12 1374 1 13 15 16 133 48 1 49 2
split_gain=0.001373 0.00138774 0.0012034 0.00109201 0.00113391 0.000962264 0.00120279 0.00138995 0.00111711 0.00102881 0.000985418 0.000987726 0.00100539 0.00194109 0.00159266 0.00116249 0.000893502 0.00105341 0.0010315 0.000940448 0.000917787 0.00110272 0.00159453 0.00149333 0.000764516 0.000754776 0.000727715 0.000702195 0.000680408 0.000783542
threshold=0.16946000000000003 -0.26584999999999998 -0.036024999999999995 -1.0000000180025095e-35 0.10076500000000001 -0.5225749999999999 0.27287000000000006 -0.22665999999999997 -0.091944999999999985 0.085900000000000018 0.078475000000000017 0.10090000000000002 -0.49405499999999997 -0.061629999999999997 0.11093500000000002 -1.0000000180025095e-35 -0.0029299999999999994 -1.0000000180025095e-35 0.08426500000000002 0.11650500000000001 -0.094929999999999987 1.0000000180025095e-35 -0.076599999999999988 0.083935000000000023 -0.54165499999999989 -0.089569999999999983 0.086125000000000021 0.111945 -0.10774499999999999 0.10731
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 7 -7 26 10 11 12 14 15 -10 -14 -17 -18 19 20 -19 22 23 -22 -8 -23 -9 -26 -15 -30
right_child=-2 2 3 4 -6 6 24 8 9 -11 -12 -13 13 28 -16 16 17 18 -20 -21 21 25 -24 -25 27 -27 -28 -29 29 -31
leaf_value=-0.0014572297781366324 0.0014573875534935345 0.0014572581156222994 -0.001456967918507254 -0.0013308749469520759 -0.0014219004497276605 0.0012465120446442585 0.0014570884708674803 -0.0013526128228004144 -0.001133783210175392 -0.001333453568012135 -0.0012139941260765948 -0.0014068190847145198 -0.0013555796545214728 -0.00036139650476772381 0.00093698410878368115 -0.00077559419998591769 -0.00089039705191831385 -0.00042627534713577352 -0.00057484161900250028 -0.00068079048742398411 -0.00086198723463024095 -0.00011580158660891974 -0.0014570143187826064 0.0012842713349331984 -0.00025445508608086743 0.00097130245891638997 3.2337355633520725e-05 0.00073667854414164195 0.0011214117440325614 0.00010113080702893567
leaf_weight=0.0015096868532822319 0.0012622874558729782 0.0011135859863351518 0.0011832371992550597 0.001157310116624898 0.0012416895605769076 0.0016452446963626235 0.0015581228346555065 0.0024244656709475612 0.0031611349458344614 0.0012939932764313147 0.0014101075170174218 0.0010005953238305656 0.0013903108958430712 0.0011111763878943757 0.0010502659558824234 0.002756321815474915 0.0020847375036132645 0.0023190457027340008 0.0031823489073838909 0.0017992617060151863 0.0010785349703539247 0.001593997154756722 0.0012431202995752859 0.0019007374825434908 0.0026374904126100765 0.009063818063388851 0.001205777450238088 0.0035720299196926319 0.0060743362293749492 0.0021677945213980365
leaf_count=18 23 89 163 47 162 15 51 297 78 173 58 13 35 10 15 158 530 19 138 26 76 47 218 55 44 144 64 184 69 102
internal_value=0 -7.67526e-05 -4.38912e-05 -7.07206e-05 -4.38856e-05 -1.53116e-05 1.06146e-05 -7.07908e-05 -0.000114741 -5.29259e-05 -1.55958e-05 2.3724e-05 5.78236e-05 0.000133117 -0.000617362 -5.63937e-05 1.0451e-05 9.97376e-05 0.000192799 0.000321382 0.000426222 0.000559082 -7.10177e-05 0.000507298 0.000544649 0.000808714 -0.000892605 0.000315695 0.000708785 0.000853064
internal_weight=0 0.0649303 0.0634206 0.062307 0.0611238 0.0598821 0.0587248 0.0509571 0.0493119 0.0456816 0.0443876 0.0429775 0.0419769 0.0377655 0.0042114 0.0284122 0.0270219 0.0242656 0.0221809 0.0189985 0.0171993 0.0148802 0.00422239 0.00297927 0.00776764 0.0106578 0.00363024 0.00620952 0.00935331 0.00824213
internal_count=3121 3098 3080 2991 2828 2666 2619 2340 2325 1964 1791 1733 1720 1627 93 1446 1411 1253 723 585 559 540 349 131 279 191 361 228 181 171
is_linear=0
shrinkage=0.00145689


Tree=1133
num_leaves=31
num_cat=0
split_feature=31 156 453 1348 14 401 133 52 1456 122 123 124 13 13 1365 16 403 1374 150 40 11 3 0 2 1447 15 0 1 13 2
split_gain=0.00157135 0.000930307 0.000882797 0.0014884 0.00138446 0.000868535 0.000891178 0.00087966 0.000913237 0.000825476 0.00140602 0.00124311 0.000946299 0.00128937 0.000896576 0.00092686 0.00106784 0.000771899 0.000844898 0.000708414 0.000677011 0.00107265 0.00122096 0.0012043 0.00111739 0.000868504 0.000833245 0.000746359 0.00116117 0.000964261
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.10218000000000001 0.090205000000000021 0.076175000000000007 0.10076500000000001 -0.25159999999999993 -0.52017999999999986 -1.0000000180025095e-35 1.0000000180025095e-35 0.083745000000000014 0.14970500000000003 -0.53104499999999988 -0.39067499999999994 1.0000000180025095e-35 -0.54165499999999989 -0.092474999999999988 0.093235000000000012 -0.093459999999999988 -0.081804999999999975 0.08976000000000002 -0.12018999999999998 -0.053834999999999994 -0.0050599999999999994 -1.0000000180025095e-35 -0.028889999999999996 -0.059114999999999994 0.08844500000000001 -0.094514999999999988 0.092365000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 -8 -9 10 11 12 -10 -14 15 -15 -17 18 -18 -12 21 25 23 -23 -25 -20 27 29 -29 -26
right_child=1 2 -4 -5 -6 -7 7 8 9 -11 19 -13 13 14 -16 16 17 -19 20 -21 -22 22 -24 24 26 -27 -28 28 -30 -31
leaf_value=0.001172040069140476 -0.0011718023555759142 -0.00091974469419601231 -0.001068115577517159 0.0011439338426662217 -0.001074242123416841 -0.0011328668724054508 -0.0011718364370564929 -0.00085629719289540061 -0.00087132668773957141 -0.00092596042083486184 -4.8593137859569389e-05 0.00094204137524306992 0.00070922841498204483 0.00085969836092629395 -0.0011241605403512873 -0.0011650265336627548 0.00088169000061057168 -0.00090881588667496706 0.0011387443332649151 0.0011522232932883977 -0.00069506590466857034 -0.0011719722388987205 -0.00073606558753443326 -0.0011718542962244356 -5.9934095348108816e-05 0.00012519554485077578 0.0010587114868381346 0.0011721008314704438 5.4450191643677519e-05 -0.0010674979429174452
leaf_weight=0.0011134091853222108 0.001413953078685636 0.0020371166639892016 0.0016104542858954565 0.001128616021361494 0.0024661551254183669 0.0012820981745651485 0.0010938658333805576 0.0021699747469239297 0.0022880228528947546 0.0015425659677248396 0.0010417724606472945 0.0015150348323800236 0.0025574926523859167 0.0012907551015075422 0.0012517524515240899 0.0013718907881066214 0.0012148587944125202 0.0016069193921381944 0.0015040550531679742 0.0019132597999673697 0.0025404141227909341 0.0012685341874885117 0.0043927456968866864 0.001058560262845897 0.0060398490584283376 0.0050850746465016345 0.0010916574880752697 0.0014526141292208203 0.010511604461765245 0.0016631623329965706
leaf_count=86 163 175 18 35 95 149 138 226 14 18 61 15 77 35 48 323 20 35 33 99 41 26 122 111 485 57 11 16 203 186
internal_value=0 -0.000231392 -0.000211242 -0.000189808 -0.000213606 -0.000178689 -0.00015813 -0.000131132 -0.000110937 -8.10973e-05 -5.63488e-05 -0.000103032 -0.000135888 -9.92294e-05 -0.000146932 -0.000117871 -0.000148796 -0.000113438 -7.96463e-05 0.000728885 -0.000111549 -6.80362e-05 -0.000169848 -6.21096e-05 2.42126e-06 0.000356551 6.23012e-05 6.99406e-06 0.000190148 -0.000277478
internal_weight=0 0.0674048 0.0659909 0.0643804 0.0632518 0.0607857 0.0595036 0.0574664 0.0563726 0.0542026 0.05266 0.049705 0.04819 0.0459019 0.0433444 0.0420927 0.0408019 0.03943 0.0378231 0.00295503 0.0366083 0.0340679 0.0274787 0.023086 0.0218174 0.00658913 0.0207589 0.0196672 0.0119642 0.00770301
internal_count=3121 3035 2872 2854 2819 2724 2575 2400 2262 2036 2018 1858 1843 1829 1752 1704 1669 1346 1311 160 1291 1250 1160 1038 1012 90 901 890 219 671
is_linear=0
shrinkage=0.00117172


Tree=1134
num_leaves=18
num_cat=0
split_feature=14 1213 44 124 40 48 0 457 51 47 42 15 42 0 4 1 3
split_gain=0.00020798 0.00020633 0.000161832 0.000235827 0.000222496 0.000393763 0.000283183 0.000295284 0.000317082 0.000264852 0.000275036 0.000254033 0.000201943 0.000390824 0.000302711 0.000138846 0.000118162
threshold=0.076175000000000007 -1.0000000180025095e-35 1.0000000180025095e-35 -0.043384999999999993 -0.063404999999999989 0.12649500000000002 -0.10607499999999999 -0.0029299999999999994 0.087505000000000013 0.11312500000000002 0.091735000000000025 -0.11713499999999999 0.08623500000000002 -0.077809999999999976 -0.27825499999999997 0.089770000000000016 -0.12018999999999998
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 -6 11 10 12 -9 13 -8 -15 -13 -16
right_child=-2 2 -4 4 5 -7 9 8 -10 -11 -12 15 -14 14 16 -17 -18
leaf_value=-0.0019184644247542387 -0.0020148583119605967 0.0018138171980602252 -0.0016046436435877942 -0.0016076843441991033 -0.00099091599657452449 -0.0024125924218248028 -0.002077142289669215 0.00055862800335155973 -0.00048198823748556396 0.0020683694902196709 -0.0022110923917042016 0.0018618702316927651 0.0012648294524658856 -0.0010768070667736623 0.0023609077406865214 0.0038982343768151212 0.00035003986628227889
leaf_weight=0.0010298949756527001 0.00103276736241975 0.0016844044123470727 0.0010247736767325924 0.0014536196361114575 0.0010804575850222875 0.0010707452852982682 0.0018999488849122618 0.0013074185995751719 0.0011567640476135566 0.0010290539094270921 0.0013133500779684559 0.0012395118083361389 0.0018960608723072037 0.0016581262655099849 0.0012407659214308531 0.0014458232502718715 0.0010977715666782416
leaf_count=477 101 237 60 102 51 53 636 73 46 55 376 38 310 170 68 76 192
internal_value=0 3.38186e-05 0.00012691 0.000213158 7.04244e-05 0.000210328 0.000381943 0.00113101 0.00157622 -7.85026e-05 -0.000321116 0.00217252 -2.5864e-06 -0.000410125 0.000382348 0.00295828 0.00141695
internal_weight=0 0.0226285 0.0215986 0.0205738 0.0188894 0.0174358 0.0163651 0.00622998 0.00514952 0.0101351 0.00910602 0.00399275 0.00779267 0.00589661 0.00399666 0.00268534 0.00233854
internal_count=3121 3020 2543 2483 2246 2144 2091 284 233 1807 1752 187 1376 1066 430 114 260
is_linear=0
shrinkage=0.0044645


Tree=1135
num_leaves=18
num_cat=0
split_feature=128 43 52 52 13 4 47 1 49 4 13 4 0 15 4 15 13
split_gain=0.000175558 0.000174265 0.000176039 0.00027008 0.000230443 0.000444806 0.000415081 0.000392183 0.000333908 0.000301551 0.000269029 0.000251871 0.000241831 0.000325921 0.000195878 0.000360694 3.61611e-05
threshold=0.086435000000000012 0.24789500000000006 0.19022000000000003 0.10024500000000001 -0.00096999999999999983 -0.27825499999999997 0.10699500000000002 0.077845000000000011 -0.020744999999999996 -0.083854999999999985 -0.063184999999999977 0.24564500000000003 -0.062294999999999996 1.0000000180025095e-35 0.0061450000000000003 -0.095869999999999983 -0.0030199999999999997
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 12 9 -9 -1 11 -10 13 14 -7 -16 -5
right_child=-2 -3 -4 16 5 6 -8 8 10 -11 -12 -13 -14 -15 15 -17 -18
leaf_value=0.00084232740724239576 -0.0014257624654585921 -0.0013687785920435992 -0.00095370606781847362 0.00091000009111490566 -0.0023380877379344505 -0.00048894975361325288 -0.0020683832626542612 0.0028226999539539529 -0.00066643250114564495 -0.0013734191366996953 0.0021402096549888931 0.0014221496753750421 0.0017395883053736804 -0.0017776452211927193 -8.1968541795656569e-05 0.0023564211665599464 0.0018298324429418175
leaf_weight=0.0012082682595224124 0.0010386044936074859 0.0010181311496881831 0.0017555678281859768 0.0010036039975711564 0.0011432544351794869 0.0019859621259383795 0.0010473374238415545 0.0010270789644346578 0.0018960015356956905 0.0018543429267633693 0.0010265047682924688 0.0010791693147815806 0.001108749695118985 0.0010340579474824585 0.001778329456055161 0.0012170773383850531 0.0010330493438690516
leaf_count=174 207 145 312 181 146 111 32 158 258 746 132 110 88 168 52 43 58
internal_value=0 2.59409e-05 9.29276e-05 0.000187432 4.82945e-05 -0.000321812 -3.97199e-05 0.00047436 0.00106731 -0.000499258 0.000616771 9.11488e-05 0.000258517 -1.44702e-05 0.000351539 0.000908785 0.00137657
internal_weight=0 0.0222165 0.0211984 0.0194428 0.0174061 0.00931477 0.00817151 0.00809137 0.00502875 0.00306261 0.00400168 0.00297517 0.00712418 0.00601543 0.00498137 0.00299541 0.00203665
internal_count=3121 2914 2769 2457 2218 640 494 1578 658 920 500 368 462 374 206 95 239
is_linear=0
shrinkage=0.00345121


Tree=1136
num_leaves=18
num_cat=0
split_feature=1213 1447 453 4 160 484 52 0 52 133 12 1 52 1 43 4 1
split_gain=0.000174947 0.000146141 0.000167033 0.000300292 0.000167126 0.000206936 0.000246598 0.00038694 0.000289131 0.000268844 0.000316292 0.0003182 0.000242823 0.000149701 0.000143547 0.000350451 0.000382431
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.27044500000000005 -0.091944999999999985 0.08660000000000001 0.10744000000000002 0.15398500000000004 0.083680000000000018 0.08622500000000001 -0.029094999999999999 0.13021500000000003 -0.088204999999999992 0.111945 -0.0037449999999999996 -0.0016099999999999997 0.095285000000000022
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 9 10 -6 12 -12 -5 -14 -16 -17
right_child=1 2 -4 13 5 -7 -8 -9 -10 -11 11 -13 14 -15 15 16 -18
leaf_value=-0.0017183401013431277 -0.0014493759820668381 -0.0014792642114034105 -0.0014656186534185618 0.00054414496084796476 -0.0024184993527409356 0.0018459450494273211 0.0014283767298447897 -0.0026529395874357381 0.0019716029153871674 0.0013579166419537745 -0.001858706158500611 0.0017698193998425592 -0.001227295203321512 0.0025695738535605455 0.0020568391934620185 -0.0022487365375168859 0.00098731117513478042
leaf_weight=0.0010122567043792099 0.0010718775809844807 0.0011997486075332455 0.0010815131246120204 0.0012629292404131567 0.0012357374019238395 0.0010966642137582019 0.0017830697439333862 0.0010146507306672001 0.0011442061406188317 0.0015940528785728389 0.00172959750864518 0.0012127503351031521 0.0013520900935553044 0.0012208885263637059 0.0013179421649939229 0.0012001962073453533 0.00128790418288105
leaf_count=491 255 273 78 85 100 128 152 29 258 316 310 37 181 241 93 61 33
internal_value=0 3.5674e-05 0.000112446 0.00019929 5.36794e-06 0.000116909 -1.05887e-05 -0.000206612 -1.04062e-06 -0.000207542 -0.000474826 -0.000178316 -0.000521332 0.00153972 -7.2891e-05 0.000337209 -0.000573676
internal_weight=0 0.0218058 0.0207339 0.0196524 0.0171686 0.0159689 0.0148722 0.0130891 0.0120745 0.0109303 0.00933622 0.00810048 0.00688773 0.00248382 0.00515813 0.00380604 0.0024881
internal_count=3121 2630 2375 2297 1971 1698 1570 1418 1389 1131 815 715 678 326 368 187 94
is_linear=0
shrinkage=0.00412451


Tree=1137
num_leaves=18
num_cat=0
split_feature=128 124 484 151 15 40 42 160 13 133 49 16 457 16 12 2 42
split_gain=0.000135393 0.000128414 0.000178861 0.000160692 0.00021398 0.00018024 0.000192317 0.000207972 0.000199578 0.000271896 0.000212331 0.000407123 0.000297778 0.000261991 0.000200027 0.000109523 9.72259e-05
threshold=0.086435000000000012 -0.043384999999999993 -0.0068949999999999992 -0.090369999999999992 -0.24436499999999997 -0.061244999999999994 -0.091214999999999977 -0.091944999999999985 -0.084034999999999985 -0.0061299999999999992 -0.047584999999999995 -0.078464999999999993 0.080930000000000016 0.16703000000000004 0.092655000000000015 0.08622500000000001 0.081660000000000024
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 -6 -7 -8 9 -9 12 -12 -10 15 16 -13 -11
right_child=-2 2 3 4 5 6 7 8 10 14 11 13 -14 -15 -16 -17 -18
leaf_value=0.0011691167716743817 -0.001672843889891478 -0.0017939481052870673 -0.0014538118711746695 0.0020134317229115752 -0.0016034965804358071 0.0019834498389798587 -0.0018551547120796573 -0.0010639581810060843 -0.00081694030126350367 0.0015059212243013432 -0.0029615020536459336 -3.0963180383776392e-05 0.002373074763237682 -0.0015226905824927009 0.00019597716974084232 0.0018455496347540494 0.0035087655888340619
leaf_weight=0.0018847978639452414 0.001009138719459012 0.0011801705900729145 0.0013894492216302004 0.0011966952628013018 0.0013068201057713216 0.001110321247662859 0.0011332475233944992 0.0010333621020319761 0.0011460948016051046 0.0010048513690890061 0.0013068626025121129 0.0013902141489958823 0.0012896076078758867 0.0015586183480993665 0.0012642598315242282 0.0012032145858259513 0.0010056013010695253
leaf_count=247 207 468 141 151 76 135 289 180 58 70 353 124 55 239 45 187 96
internal_value=0 3.40244e-05 -7.55804e-05 3.50005e-05 0.000157045 1.60232e-05 0.000162526 1.09201e-05 0.00018422 0.000972583 -0.000245988 -0.000744842 0.000872046 -4.71446e-05 0.00161523 0.00083964 0.00250772
internal_weight=0 0.0214042 0.0195194 0.0183392 0.0169498 0.0157531 0.0144463 0.0133359 0.0122027 0.00430807 0.00789461 0.00545891 0.0024357 0.00415205 0.00327471 0.00259343 0.00201045
internal_count=3121 2914 2667 2199 2058 1907 1831 1696 1407 391 1016 903 113 550 211 311 166
is_linear=0
shrinkage=0.00455379


Tree=1138
num_leaves=31
num_cat=0
split_feature=39 42 151 1348 14 150 1456 123 16 13 13 457 52 2 52 403 0 49 42 159 47 1 47 52 0 457 43 13 1 52
split_gain=0.00125456 0.00101897 0.00079545 0.00106194 0.00117327 0.000840894 0.00131006 0.000739658 0.000731518 0.000675636 0.00124989 0.000663386 0.000686477 0.000646386 0.000611353 0.000966317 0.000442626 0.000438631 0.000576448 0.000660088 0.000479468 0.000470629 0.000460385 0.000487791 0.000576869 0.000387981 0.000376287 0.000558704 0.000844114 0.000485784
threshold=0.16946000000000003 -0.26584999999999998 -0.40381499999999992 0.090205000000000021 0.076175000000000007 -0.22665999999999997 -1.0000000180025095e-35 1.0000000180025095e-35 -0.54165499999999989 -0.53104499999999988 -0.23438999999999996 -0.0029299999999999994 -0.43320999999999993 0.094835000000000017 -0.081429999999999989 -1.0000000180025095e-35 -0.053834999999999994 -0.069799999999999987 0.11275500000000001 -0.032739999999999991 0.11312500000000002 0.10920500000000001 0.092710000000000015 -0.07167999999999998 -0.14649999999999996 -0.092084999999999986 -0.14968999999999996 -0.095304999999999987 0.095285000000000022 0.0031350000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7 8 -8 -10 -11 25 -13 -9 16 -16 -14 21 19 -19 22 -17 23 -21 -25 -12 -26 -28 29 -29
right_child=-2 2 3 -5 -6 6 7 13 9 10 11 12 14 -15 15 17 -18 18 -20 20 -22 -23 -24 24 26 -27 27 28 -30 -31
leaf_value=-0.0013461664767944264 0.0013464119102729198 -0.0011378185827786735 0.0010234031898555794 0.0013136559141809319 -0.0011653369476986814 -0.0013460128760958078 0.0010532259263746643 -0.00026290956925331275 -0.00096383652112757851 0.00074119239824944406 -0.00016654803488252222 -0.0010618718359435037 0.00059691705724909064 0.00096850473497896031 -0.0012327475514731562 -0.0010674717680983744 -0.00023169568790191484 -0.00076096547617163733 -0.00092163503805687847 -0.00053250165907510558 0.0010692020433609218 0.00012284542478138575 -0.00072650195906367185 0.00098033494541589707 0.00062990008668740603 -0.001258272134923149 0.00059576807739700601 -0.001346043676329246 0.00052846977625057591 -0.00016069279017764173
leaf_weight=0.0011175707736015275 0.0011502810469323768 0.0011753332342188108 0.0013934312245282845 0.0010620628569419912 0.0016396057827723345 0.0013450049992935744 0.0010469832353914221 0.0011204971052833903 0.0015273238178110651 0.0032691953164363232 0.0010019827431566597 0.0012182156817440717 0.0040803094612131829 0.0024843554101821042 0.0013651865329356019 0.001478710639022828 0.0016361354955485288 0.0014685294091736365 0.0010856701116308534 0.0014431013779390165 0.0010362054200641077 0.0010146181665504628 0.001072730703982395 0.0018576676056340944 0.0021098834922277376 0.0014332199266313675 0.0017461852022186974 0.0013220606937833961 0.0013712575181816788 0.0011901764814621352
leaf_count=18 23 65 21 33 97 267 43 103 13 112 45 202 189 140 615 64 62 197 65 13 14 13 36 25 36 135 54 167 52 202
internal_value=0 -7.66397e-05 -4.51081e-05 -1.57998e-05 -4.88219e-05 -4.30081e-06 -4.03493e-05 5.40665e-06 -5.47518e-05 -8.91452e-05 -4.76578e-05 -0.000136795 -7.50086e-05 0.000585744 -2.74497e-05 -0.0001406 0.000359755 -5.86629e-05 2.46037e-05 9.48813e-05 0.000190464 -0.000583092 0.000115292 0.000197085 0.00030679 -0.000809074 0.000145125 -3.65589e-05 -0.00032088 -0.000784482
internal_weight=0 0.0461132 0.0449956 0.0438203 0.0427582 0.0411186 0.0397252 0.0383802 0.0347753 0.0337284 0.032201 0.0289318 0.0264966 0.00360485 0.0252784 0.019562 0.00571644 0.0181968 0.0157035 0.0146178 0.0131493 0.00249333 0.0121131 0.0110403 0.00959723 0.0024352 0.00773956 0.00562968 0.00388349 0.00251224
internal_count=3121 3098 3080 3015 2982 2885 2864 2597 2354 2311 2298 2186 2006 243 1804 1553 251 938 861 796 599 77 585 549 536 180 511 475 421 369
is_linear=0
shrinkage=0.00134594


Tree=1139
num_leaves=31
num_cat=0
split_feature=39 42 9 156 401 151 150 4 160 41 158 148 1374 16 1 48 156 42 15 4 2 151 403 0 0 3 133 16 2 48
split_gain=0.00131151 0.00118154 0.00109845 0.000999015 0.000882841 0.000888409 0.00107489 0.0011081 0.00117143 0.00110405 0.000987888 0.00100283 0.00082819 0.000779833 0.000768617 0.000655304 0.000642294 0.000752374 0.00112141 0.000998382 0.000796151 0.000787634 0.000679095 0.000630092 0.000742865 0.0005727 0.000699641 0.000490862 0.000462402 0.000456191
threshold=0.16946000000000003 -0.26584999999999998 -0.036024999999999995 -1.0000000180025095e-35 0.10076500000000001 -0.5225749999999999 -0.22665999999999997 0.27287000000000006 -0.091944999999999985 0.078475000000000017 0.085900000000000018 0.10090000000000002 0.08926000000000002 -0.54165499999999989 0.111945 0.086125000000000021 0.10463000000000001 -1.0000000180025095e-35 -0.095869999999999983 -0.51843499999999987 0.10136500000000002 -0.08236499999999998 -1.0000000180025095e-35 -0.10474999999999998 -0.077809999999999976 0.13524500000000003 0.091410000000000005 -0.096824999999999981 0.11215000000000001 0.093675000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 15 10 11 12 16 -9 -15 -8 17 22 20 -20 27 -21 -10 -24 -25 26 28 -19 29 -23
right_child=-2 2 3 4 -6 6 7 13 9 -11 -12 -13 -14 14 -16 -17 -18 18 19 21 -22 25 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0013198294830115114 0.0013200289558066771 0.001319942419745559 -0.0013196268337736441 -0.0012247580499166499 -0.0012757115451735538 0.00094418667952844097 -0.0012558058292733594 0.0013197480615365345 -0.0012761666822206908 -0.0011977990127356279 -0.0012097817116852375 -0.0012632660677843527 -0.0010739733199209326 -0.00032683051994213884 0.00067320969409929141 -2.1809230181650701e-05 -0.00092999674481802983 -0.00019293123725096857 -0.00072804938826390847 -0.00034401776503712659 0.00047797955610504668 0.00047822503602549767 0.00068658138509774722 -0.0013196700516574737 1.6166701046849984e-05 0.0010207007855161368 -0.00049774915165963442 -0.0011879458417117094 -8.3982498167156272e-05 0.0011907251388923645
leaf_weight=0.0013061609774211993 0.0011906454414187797 0.0010005757859130595 0.0011007173033132913 0.0010549586286323622 0.0010033106820883644 0.002010927589765287 0.0023273725213708287 0.0014293816152672889 0.0010245148664460579 0.001417093221078857 0.0011606309047735843 0.0010197209089142225 0.0010795810236956518 0.0024302902950950047 0.0029780766760012511 0.0011051282326550727 0.0010231349812543913 0.0017138903167506214 0.0014134851257239086 0.0021292948213060816 0.0014256474851173095 0.010679553103719167 0.001311229070608988 0.0010402178025725739 0.0023910030847362753 0.0031049021305094007 0.001377032426612689 0.0017394294303558757 0.0021187516056500053 0.0018332948365724641
leaf_count=18 23 89 163 47 162 23 297 51 323 69 162 13 29 41 179 64 124 17 20 139 33 361 27 163 78 53 220 68 35 30
internal_value=0 -7.9331e-05 -5.01066e-05 -7.52861e-05 -4.9609e-05 -2.6105e-05 -1.44746e-06 -4.00409e-05 -0.000119475 -5.44349e-05 -1.13262e-05 2.68612e-05 6.4019e-05 0.000452927 0.000223834 -0.000858508 9.98104e-05 0.000131449 0.000222217 0.000345793 -0.000351628 0.000417246 -0.00030194 -9.14768e-05 -0.000388809 0.000502053 0.00040146 -0.000694118 0.000486088 0.000582616
internal_weight=0 0.0567493 0.0554431 0.0544426 0.0533419 0.0523385 0.0512836 0.0492727 0.0424349 0.0390024 0.0375853 0.0364247 0.035405 0.00683775 0.00540837 0.0034325 0.0343254 0.0333022 0.0275353 0.0226563 0.00487897 0.0212428 0.00576696 0.00474245 0.00343122 0.0191135 0.0160086 0.00345332 0.0146316 0.0125128
internal_count=3121 3098 3080 2991 2828 2666 2619 2596 2325 1964 1895 1733 1720 271 220 361 1691 1567 976 858 118 838 591 268 241 699 646 85 426 391
is_linear=0
shrinkage=0.00131955


Tree=1140
num_leaves=31
num_cat=0
split_feature=31 1348 14 3 1456 133 52 1365 1374 0 0 42 14 1 48 1213 0 0 484 15 52 16 4 15 3 47 150 51 16 16
split_gain=0.001079 0.000758125 0.00124569 0.000665928 0.000599322 0.000581438 0.000651402 0.000544278 0.000545983 0.000544739 0.00105881 0.00092093 0.000573609 0.000685602 0.000568022 0.000505958 0.00054738 0.00111514 0.000583331 0.000511382 0.000730013 0.000590621 0.00103881 0.000483336 0.000463716 0.000651313 0.00074857 0.000374196 0.000220897 0.000482449
threshold=-1.0000000180025095e-35 0.090205000000000021 0.076175000000000007 0.30112000000000005 -1.0000000180025095e-35 -0.25159999999999993 -0.51296999999999993 1.0000000180025095e-35 -0.094929999999999987 -0.10607499999999999 -0.084269999999999984 0.088380000000000014 -0.10708499999999999 1.0000000180025095e-35 0.11926500000000002 -1.0000000180025095e-35 -0.082974999999999979 -0.077999999999999986 0.084750000000000006 -0.026084999999999994 0.11434500000000002 0.38525000000000004 -0.49013999999999996 0.088495000000000018 -0.10519499999999998 0.10670500000000001 0.088040000000000021 -0.40274499999999996 0.15891500000000003 -0.040964999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -7 8 -8 12 11 -11 -10 -14 24 -12 -17 -18 19 27 21 22 -21 -24 -15 26 -26 -19 29 -29
right_child=1 -3 -4 -5 5 6 7 -9 9 10 15 -13 13 14 -16 16 17 18 -20 20 -22 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=0.0016411012914362825 -0.0011461668061790913 0.0012221445513270627 -0.0014909468104749117 0.0010285299232898142 -0.0011539858629732841 -0.0012952922245988954 -0.00089191047059762824 -0.0011580949245750857 -0.00068321623704419888 -0.0014514807604619228 -0.00095582928869765297 0.00029713493878807235 -0.00048572067180132299 0.0015943536690101439 -0.00038058055809042445 0.0012552104286603443 -0.0015421033511148084 -0.00027254757224939028 0.0013342983071791116 -0.0016395074147644447 -0.0013241519887541866 0.00082046690928484647 0.00062888773440487997 -0.00055875959017001543 0.001277072464850177 -0.00050913281950830001 -0.00019003030783706996 0.0013017831042999488 0.0014473151420484006 -0.00027153365820131622
leaf_weight=0.0010067440266352526 0.0014115486751355979 0.0011754951735909449 0.0016964435661925839 0.0014693944969845765 0.0012564922589004537 0.0010443257992372992 0.0015616897117425301 0.0010249336269683154 0.0012109844178667126 0.0024087346992644953 0.0011135393793426642 0.0012221227893904896 0.0015794368408599208 0.0017413758934026208 0.0011627960888631605 0.001196744244908554 0.0010332755800810294 0.0010406374277414088 0.0011683108866549228 0.0010907968386142308 0.0011592616667992495 0.0020576148522764015 0.0023973039823204584 0.0014993288153846152 0.0035555005415881507 0.0010982190370896205 0.00127081662688866 0.0010912813247783149 0.0011207432572444276 0.001010454449391845
leaf_count=86 270 38 99 116 174 196 47 53 24 473 253 140 72 27 23 67 236 51 61 30 71 13 42 136 94 15 36 83 31 64
internal_value=0 -7.72797e-05 -0.000113915 -5.55099e-05 -9.68531e-05 -5.69477e-05 -1.8509e-05 1.97889e-05 5.5516e-05 0.000101424 -5.8732e-05 -0.000862908 0.000385511 0.000509857 0.000687964 0.000113233 0.000188266 0.000101221 0.000225747 0.000121866 -0.000117662 8.08662e-05 -0.000224264 0.00017191 0.000850045 0.000631273 0.00089077 0.000582833 0.000859062 0.000545377
internal_weight=0 0.0428696 0.0416941 0.0399977 0.0385283 0.0371167 0.0358602 0.0348159 0.033791 0.0322293 0.0206102 0.00363086 0.0116191 0.0104081 0.00882871 0.0169793 0.0158658 0.014669 0.0136357 0.0124674 0.00820431 0.00704504 0.00498743 0.00389663 0.00766591 0.00592454 0.00482632 0.00426312 0.00322248 0.00210174
internal_count=3121 3035 2997 2898 2782 2512 2338 2142 2089 2042 1751 613 291 267 195 1138 885 818 582 521 292 221 208 178 172 145 130 229 178 147
is_linear=0
shrinkage=0.0016407


Tree=1141
num_leaves=31
num_cat=0
split_feature=31 156 457 457 1213 457 151 447 14 1456 1213 1 403 2 1 42 123 0 14 48 51 0 3 16 42 1 0 12 42 2
split_gain=0.00126919 0.00104478 0.000900385 0.000951883 0.0010003 0.000909912 0.000930501 0.000908476 0.0010923 0.000892916 0.000829024 0.000684552 0.00132421 0.00122483 0.00131978 0.0011507 0.000795399 0.000717863 0.000906468 0.00132351 0.000976901 0.000575966 0.000973477 0.000681755 0.00132255 0.000516733 0.00063945 0.000442532 0.000505541 0.00118035
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.15747999999999998 -0.072694999999999996 -0.082704999999999987 0.51789000000000007 -0.5225749999999999 0.088380000000000014 0.076175000000000007 -1.0000000180025095e-35 0.039620000000000009 1.0000000180025095e-35 0.03138500000000001 1.0000000180025095e-35 0.10089500000000001 -0.088934999999999986 0.083855000000000013 -0.043914999999999989 -0.10708499999999999 0.12879500000000002 0.08955500000000001 -0.084044999999999995 -0.055119999999999995 0.40391000000000005 0.091735000000000025 0.12958500000000003 -0.053834999999999994 0.084100000000000022 0.087195000000000009 0.092120000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 -6 8 9 -8 11 15 13 14 -13 -11 17 18 -15 20 -20 22 -17 24 27 -16 -27 -23 29 -29
right_child=1 2 3 4 5 -7 7 -9 -10 10 -12 12 -14 16 25 21 -18 -19 19 -21 -22 23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.0014287274724087342 -0.001428406850517545 0.000985063869512029 -0.0010829860634023285 -0.0014283890521978567 -0.001342614018103693 -0.0013012690761897284 -0.0010261255713679605 0.0011710346393750625 -0.00124531223297187 -0.001428479288131 -0.00096556403352594648 -0.0014117836120770594 0.0013032412759165324 -0.0003049568267464197 -0.00030635253916549548 -0.001428397703871268 0.0014284115120014064 -0.00058616869974861276 0.0011804360507261093 -0.00036722145721447297 -4.4285863406933935e-05 0.0007285573547736509 0.00015413708705628033 0.0012695761970234363 -0.0014285584625981368 0.001234660432844362 -7.8620929344958021e-05 -0.0014285349139463318 0.00088390115713776578 0.00032011565824170105
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leaf_count=86 163 36 177 290 47 11 188 77 85 149 268 246 49 40 101 257 105 142 97 28 33 26 30 59 112 18 27 61 38 75
internal_value=0 -7.39128e-05 -4.50674e-05 -7.84497e-05 -4.10861e-05 -1.15977e-05 1.787e-05 4.70887e-05 1.18164e-05 5.09228e-05 8.93966e-05 0.000127168 0.000259092 0.000163709 -0.000245457 -0.000131172 0.000409416 0.000306872 0.0004231 0.000626552 0.000904996 -5.36354e-07 -0.000519009 0.000179551 4.29411e-05 2.09333e-06 0.000446377 0.000263855 -5.35178e-06 -0.000259165
internal_weight=0 0.0545538 0.0534163 0.0517396 0.0498842 0.0488459 0.0477548 0.0467507 0.0453282 0.0439607 0.0424445 0.0409774 0.0271255 0.024855 0.00932551 0.0138519 0.0155295 0.0141096 0.0124847 0.0097579 0.00762224 0.0125846 0.0032443 0.00934035 0.00830011 0.00769274 0.00315225 0.00721669 0.00456952 0.00355488
internal_count=3121 3035 2872 2836 2659 2369 2358 2311 2234 2149 1961 1693 886 837 392 807 445 340 198 158 130 658 287 371 312 146 45 200 174 136
is_linear=0
shrinkage=0.00142833


Tree=1142
num_leaves=31
num_cat=0
split_feature=31 156 151 1348 14 150 1456 16 3 367 124 157 1213 457 2 484 42 43 16 2 133 1 160 2 16 52 12 3 52 133
split_gain=0.00116713 0.00105714 0.000869218 0.00113803 0.00128455 0.00087333 0.00119349 0.000819126 0.000776742 0.000772994 0.000812019 0.000593664 0.00131869 0.000606972 0.000660512 0.000550408 0.000535415 0.000743022 0.00113037 0.000838058 0.000742125 0.000647899 0.000514797 0.000486204 0.000469438 0.000601391 0.000572577 0.000606589 0.00048012 0.000446569
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.5145249999999999 0.090205000000000021 0.076175000000000007 -0.22665999999999997 -1.0000000180025095e-35 -0.54165499999999989 0.30112000000000005 -1.0000000180025095e-35 0.10281000000000001 -0.08107499999999998 -1.0000000180025095e-35 -0.0029299999999999994 0.11263500000000001 0.085130000000000011 -0.11466499999999999 -0.074359999999999996 -0.072804999999999981 0.089885000000000007 0.085895000000000013 0.088770000000000016 -0.090969999999999981 0.11215000000000001 -0.014034999999999997 0.10160000000000001 0.090840000000000018 0.099930000000000005 -0.070154999999999981 -0.14757499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -7 -8 9 -9 11 15 -13 14 -14 -11 -15 20 19 29 22 -22 -18 -21 -20 26 27 28 -26 -19
right_child=1 2 3 -5 -6 6 7 8 -10 10 -12 12 13 16 -16 -17 17 18 24 23 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0014287211856864868 -0.0014284190491010609 -0.0013391050705771196 0.0010551556019260343 0.0013925801217930767 -0.0012580557453045363 -0.0014284011280222273 0.0011843188611482568 -0.0012921174603767881 0.00090361827780073654 -8.1234463374173913e-05 0.00096550108717784373 -0.001428425533661803 -0.0013352203894680366 -0.00081057843359803156 0.00015890136151738629 0.001141086272187483 -0.00033622105392976619 0.00047463996789238934 -0.0012146709534422567 0.00083217049619482126 -0.00059045883493131579 0.00076312191278033186 0.00074857993333457215 -4.9795607492256017e-05 -0.00081009003546862366 -0.0012472631329762491 0.00041754094027122605 -0.001425821160090946 0.00055083272972504831 -0.00063274550007689037
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leaf_count=86 163 50 23 33 94 232 46 18 110 139 29 435 113 81 15 68 69 61 121 127 168 58 187 69 59 35 113 25 73 221
internal_value=0 -6.1943e-05 -3.06831e-05 -3.22568e-06 -3.76312e-05 7.8795e-06 -2.95221e-05 1.01102e-05 -2.32133e-05 -6.43828e-05 -3.20796e-05 -7.49415e-05 -0.000128523 -6.79042e-05 -0.000741231 0.000533543 -1.15257e-05 3.38901e-05 -0.000146089 0.000190346 0.000329609 -0.000205652 0.000592103 0.000535233 -0.000533233 -0.000362511 -0.000151859 -0.000537693 -9.80553e-05 -0.000332969
internal_weight=0 0.0504893 0.0493601 0.0483455 0.0471825 0.0454863 0.0439179 0.0427079 0.0415293 0.039763 0.0387436 0.0371476 0.0341412 0.03262 0.00252029 0.00300638 0.0300997 0.0284809 0.0177052 0.00947301 0.0107757 0.00354565 0.00723005 0.00570993 0.00823224 0.00658299 0.00531705 0.00316941 0.00211998 0.00376309
internal_count=3121 3035 2872 2822 2789 2695 2672 2440 2394 2284 2266 2237 2030 1595 128 207 1467 1386 904 478 482 226 256 196 426 305 270 157 132 282
is_linear=0
shrinkage=0.00142833


Tree=1143
num_leaves=31
num_cat=0
split_feature=39 42 9 376 401 453 1348 14 150 1456 52 133 13 403 52 132 133 52 42 0 47 157 0 4 2 2 1 16 4 52
split_gain=0.00119178 0.00122749 0.00110511 0.00089676 0.000825324 0.000773732 0.00115846 0.00131009 0.000789168 0.00124803 0.000642534 0.000871991 0.000728543 0.00107182 0.000801281 0.00086399 0.000637332 0.000626022 0.000624806 0.000816662 0.00112006 0.00105372 0.000680527 0.000657904 0.00052692 0.000942511 0.000734967 0.000371469 0.000361399 0.00108901
threshold=0.16946000000000003 -0.26584999999999998 -0.036024999999999995 0.088470000000000007 0.10076500000000001 0.10218000000000001 0.090205000000000021 0.078320000000000015 -0.099594999999999975 -1.0000000180025095e-35 -0.52017999999999986 -0.25159999999999993 -0.091054999999999983 -0.088999999999999982 -0.081429999999999989 0.083225000000000007 0.08622500000000001 0.11434500000000002 0.083995000000000014 -0.23091999999999999 0.11518500000000002 -0.025309999999999996 -1.0000000180025095e-35 -0.083644999999999983 0.13501500000000002 0.097845000000000015 0.083345000000000016 -0.15012499999999998 0.09173000000000002 -0.10925999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 8 -4 -10 -11 -12 17 -14 28 16 18 24 19 -16 21 -21 27 -20 25 26 -13 -23 29 -15
right_child=-2 2 3 -5 -6 -7 -8 -9 9 10 11 12 13 14 15 -17 -18 -19 23 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0012939509128883705 0.0012940859939377972 0.0012939742455742975 0.00082241971260964622 0.00082450535185107205 -0.0012510870435221235 -0.001174120390144666 0.0012721697458309936 -0.0012019021312744528 -0.0012937433907548733 -0.00097392599463166365 -0.0010840379799439144 -0.00031589593902667538 -0.0012831710558548414 -0.00080170054345683728 0.00035828284333280997 0.00086103284236856018 -0.0010099014014482036 -0.00061144890194663782 0.00086660811370816056 0.00059920590031132702 0.00079195728693833597 -0.00050518773018376083 4.4307032648561908e-05 -0.00020498460436465163 -0.00035940604599206996 0.0010967329607033912 0.00071122422601637173 -0.0011834726587879485 0.0010269801319935142 0.00061510475140502414
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leaf_count=18 23 89 40 48 163 16 31 78 267 197 165 92 347 134 38 91 251 56 16 41 15 52 42 223 45 71 47 280 20 125
internal_value=0 -6.6192e-05 -3.3131e-05 -6.14092e-05 -9.6516e-05 -7.07416e-05 -4.48928e-05 -7.80751e-05 -3.29893e-05 -7.01014e-05 -2.72924e-05 2.19333e-06 3.81524e-05 -7.66698e-05 -1.94823e-05 -0.000148379 -0.000223838 0.000331777 -0.000147016 -0.000289795 -0.000461976 -0.000616452 -0.000784821 0.000308134 0.000441033 0.000561951 0.000189318 -0.000966332 0.000399659 0.000234507
internal_weight=0 0.0506106 0.0492835 0.0482553 0.046416 0.0454024 0.0443631 0.0432729 0.0416038 0.0398739 0.0385261 0.0373623 0.0361651 0.0259984 0.0248218 0.0189838 0.0176634 0.0101667 0.0160908 0.0122485 0.00967742 0.00861599 0.00756784 0.00384232 0.00911131 0.00791555 0.00466501 0.00620865 0.00583802 0.00462137
internal_count=3121 3098 3080 2991 2943 2780 2764 2733 2655 2615 2348 2151 1986 1675 1328 1049 958 311 707 468 430 415 374 239 255 210 139 332 279 259
is_linear=0
shrinkage=0.00129368


Tree=1144
num_leaves=31
num_cat=0
split_feature=31 1348 14 39 42 151 150 16 156 1213 13 403 132 1 2 160 453 52 16 1429 457 457 2 1 41 43 15 4 43 1
split_gain=0.00163866 0.00136923 0.00145464 0.00119152 0.00128335 0.00105058 0.00111054 0.0010653 0.000958882 0.000938737 0.000879916 0.00123978 0.00166349 0.0008902 0.00110822 0.00121994 0.000841041 0.000885361 0.000956629 0.00121088 0.000909118 0.000979873 0.000903769 0.000873937 0.000837806 0.000746856 0.000890645 0.000633476 0.000622964 0.000595834
threshold=-1.0000000180025095e-35 0.095915000000000014 0.076175000000000007 0.16946000000000003 -0.26584999999999998 -0.5225749999999999 -0.22665999999999997 -0.54165499999999989 -1.0000000180025095e-35 -0.082704999999999987 -0.084034999999999985 -0.088999999999999982 0.081465000000000024 0.13146500000000003 0.13712500000000002 -0.089744999999999978 1.0000000180025095e-35 -0.43320999999999993 0.23311500000000004 0.084690000000000015 0.082380000000000009 0.41022000000000008 0.113445 0.13146500000000003 0.07677500000000001 0.25787500000000008 0.091475000000000015 0.076415000000000025 -0.52440999999999993 0.08844500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -7 -8 -9 -10 13 -12 16 14 15 -11 17 -13 19 20 22 -22 27 -24 25 26 29 -19 -20 -17
right_child=1 -3 -4 -5 5 6 7 8 9 10 11 12 -14 -15 -16 24 -18 18 28 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.001268912467207457 -0.0012685842665570628 0.001258943264330091 -0.0011289945618396502 0.0012687661841176933 -0.0012028033478331361 0.00097217290001952591 0.00096506859137011436 -0.0012683818747127283 -0.0012683763459209632 -0.0010087704750726392 -0.0012562972825350281 -0.0012683952396140355 0.0008377934189987184 0.0012684066802227942 -0.0010338033467869195 0.00045627826802341798 -0.0012071383529058573 -0.00078106302318939043 0.0012688366539177125 0.0010217697475614041 0.00060032117967578425 -0.00059568622879575285 0.00077018338724270711 -0.00053188019653177196 -0.00063052533253966968 -0.00039150247467234327 -0.00053763381289211639 -0.00017358483120026046 0.00012452117300912978 0.0011387283282056607
leaf_weight=0.0015169036078050971 0.0014249255760461202 0.0012301607532805283 0.0021028530980302653 0.001073313078755688 0.001241984010285079 0.0017455895037414839 0.0015928640122222426 0.001083991479466472 0.0010172000296306818 0.0011926133004060988 0.0015785276057411748 0.0010887776685881657 0.0027472286877863175 0.0011653825650270724 0.0012345324714075909 0.005999196238161808 0.0012653265725974796 0.0082187933112849547 0.0011892119946423918 0.0012380855117584124 0.0033197173254961845 0.0016494359990701923 0.0017898413308543573 0.0015450006829720309 0.0013097913268893544 0.0015160037127870405 0.0010603700840405858 0.004158528220337133 0.0021468020318646799 0.0031325353414146662
leaf_count=86 17 22 99 21 45 23 54 158 288 117 312 144 131 82 15 239 31 645 3 44 78 16 78 32 44 14 37 63 108 75
internal_value=0 -6.55927e-05 -9.28271e-05 -5.50812e-05 -8.01623e-05 -4.94997e-05 -2.29669e-05 -5.62194e-05 -8.83393e-05 -6.25306e-05 -3.7264e-05 -0.000160412 -0.000103426 0.0001995 0.000118848 0.000218984 -0.000197081 -0.000148567 -0.00010029 -0.000196589 -0.000269526 0.000203324 -0.00041907 0.00016695 0.000331462 0.00043908 0.000562624 -0.000576963 0.000532443 0.000690385
internal_weight=0 0.0610586 0.0598284 0.0577256 0.0566523 0.0552273 0.0539853 0.0522398 0.0506469 0.0495629 0.0485457 0.0319353 0.0303567 0.0166104 0.015445 0.0142105 0.0276095 0.0263442 0.0252554 0.0219194 0.0206813 0.00496915 0.0157122 0.00333484 0.0130179 0.0117081 0.0101921 0.0123773 0.00333601 0.00913173
internal_count=3121 3035 3013 2914 2893 2876 2831 2808 2754 2596 2308 1685 1373 623 541 526 1242 1211 1067 956 912 94 818 110 409 365 351 708 111 314
is_linear=0
shrinkage=0.00126831


Tree=1145
num_leaves=19
num_cat=0
split_feature=14 157 0 14 15 0 52 13 16 0 48 0 4 133 43 0 12 42
split_gain=0.000201637 0.000169725 0.000280732 0.000194691 0.000285377 0.00019241 0.000221843 0.000242557 0.000243267 0.000260856 0.000433347 0.000208753 0.000205596 0.000192547 0.000131358 0.0001031 0.000100485 8.7727e-05
threshold=0.076175000000000007 -0.077234999999999984 -0.11013499999999998 -0.10708499999999999 -0.15914499999999995 -0.019414999999999998 -0.11592499999999999 -0.23438999999999996 -0.29154999999999992 -0.10607499999999999 0.086260000000000017 -0.084269999999999984 -0.49405499999999997 0.083950000000000011 -0.0037449999999999996 -0.14454499999999995 0.084100000000000022 0.084755000000000011
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 -6 -8 17 10 15 -11 -7 14 -13 -10 -14 -9
right_child=-2 3 -4 4 5 12 7 8 9 11 -12 13 16 -15 -16 -17 -18 -19
leaf_value=0.0031970211164819434 -0.0023227672563392292 -0.0018577069216104479 -0.00047446066402469911 0.0024968438460915214 -0.0021974369336397446 -0.00059747061434886086 0.0023206046761067179 -0.0030259703641028436 0.0037451058118145582 -0.0024022672080753933 -0.0011128826467440259 -0.0023842875859915809 0.0028074838114210726 0.0017475472269765347 0.0002498293879459684 0.0014270452008161023 0.00078381702330375868 -0.0008656350427948483
leaf_weight=0.0012112051685448932 0.0010687891977987354 0.0016625370192611113 0.0011613212061158942 0.00126316705071305 0.0017868663729853308 0.0017876115524322334 0.0010096907280967527 0.0011487947231216796 0.00108503376673319 0.0016043550746696594 0.001546302916580089 0.0010119610877125651 0.0012960966284287839 0.0011151028341204183 0.0011529626376978325 0.0010998987327042169 0.0015150000654102769 0.0010016921509965471
leaf_count=39 101 110 330 206 274 109 64 98 36 581 65 350 66 348 177 34 58 75
internal_value=0 4.69014e-05 0.00139988 -0.000105323 4.46625e-05 -0.000125893 -0.000445679 -0.000179866 -0.000414371 -1.36774e-05 0.00104853 -0.000825111 0.000817231 -5.36787e-05 -0.000981449 0.00257819 0.00171686 -0.00201969
internal_weight=0 0.0234596 0.00237253 0.0210871 0.0194245 0.0181614 0.0135627 0.0117758 0.0107661 0.00861562 0.00373124 0.00488438 0.00459871 0.00328003 0.00216492 0.00218493 0.0028111 0.00215049
internal_count=3121 3020 369 2651 2541 2335 2102 1828 1764 1591 135 1456 233 875 527 70 124 173
is_linear=0
shrinkage=0.00533549


Tree=1146
num_leaves=20
num_cat=0
split_feature=14 1213 44 124 402 4 157 48 40 0 1 51 2 51 47 4 4 2 3
split_gain=0.000166731 0.000155544 0.00014976 0.000236481 0.000200684 0.000285951 0.000299933 0.000280697 0.000274581 0.00026499 0.00026282 0.000345389 0.000208269 0.000178281 0.000179833 0.000138697 0.000194598 0.000348971 8.83392e-05
threshold=0.076175000000000007 -1.0000000180025095e-35 1.0000000180025095e-35 -0.043384999999999993 0.073745000000000019 -0.27825499999999997 -0.077664999999999998 0.12230500000000001 -0.0036699999999999992 0.18019500000000002 0.12500000000000003 -1.0000000180025095e-35 0.099515000000000006 0.087505000000000013 0.092710000000000015 0.053180000000000012 -0.083854999999999985 0.089885000000000007 0.092670000000000016
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 9 -7 8 -8 -5 11 -10 13 14 15 16 -13 -18 -14
right_child=-2 2 -4 4 -6 6 7 -9 10 -11 -12 12 18 -15 -16 -17 17 -19 -20
leaf_value=-0.0012916876946530464 -0.0014059842805122221 0.0013994928214336884 -0.0012133442366475016 -0.0019483693969365493 0.0014353963071102485 0.0016823725546582834 -0.0016124666824991092 -0.0017637181924860391 -0.001854178836033987 0.00031636256386693214 0.0016226122776164197 0.0014132084778477366 0.000540905607042105 -0.0011693075935688604 -0.00095569087241730922 0.0015057980058370173 -0.0019222244721214606 0.0010064106002787997 0.0019258141128151109
leaf_weight=0.0010553149639498929 0.0010495378825341453 0.0017389213095265746 0.0010383416901049705 0.0017055790665731997 0.0012044793159280412 0.0014148905059581116 0.0010371992978557296 0.0010557435641742616 0.001037102330033182 0.001024988608151034 0.001560381229305908 0.0010257260761580836 0.0011809961369713129 0.0013381840048580784 0.0011886886726900636 0.0013936123459526439 0.0010168133267119987 0.0010001155951220309 0.0011045961177487129
leaf_count=477 101 237 60 179 219 260 99 55 248 17 83 123 148 134 88 70 330 124 69
internal_value=0 2.85803e-05 9.17216e-05 0.000156164 4.40777e-05 -4.85875e-05 0.000138084 -1.86689e-05 0.000124331 -0.00109824 0.000276397 7.21731e-05 0.000288184 -1.44648e-05 0.000260274 0.000586089 0.000164839 -0.00047003 0.00121021
internal_weight=0 0.0231217 0.0220664 0.021028 0.0192891 0.0180846 0.015354 0.0139392 0.0128834 0.00273057 0.0118462 0.0102858 0.00924873 0.00696314 0.00562496 0.00443627 0.00304265 0.00201693 0.00228559
internal_count=3121 3020 2543 2483 2246 2027 1831 1571 1516 196 1417 1334 1086 869 735 647 577 454 217
is_linear=0
shrinkage=0.00352023


Tree=1147
num_leaves=31
num_cat=0
split_feature=31 156 1348 14 401 453 375 2 403 123 41 3 123 1 52 3 150 13 15 0 1 13 15 0 4 43 3 52 4 1
split_gain=0.00153556 0.00129656 0.00122451 0.00159615 0.00113115 0.00108482 0.00108678 0.00108409 0.00125819 0.00119924 0.00110345 0.00127862 0.000973992 0.00156793 0.0010031 0.000893581 0.00158592 0.00083716 0.000924257 0.00114801 0.00106963 0.000806967 0.000678167 0.000976314 0.00120591 0.000875466 0.000781761 0.000677364 0.000999489 0.00064922
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.095915000000000014 0.076175000000000007 0.10076500000000001 0.10218000000000001 0.087420000000000012 0.099185000000000009 -0.092474999999999988 0.083855000000000013 0.079885000000000025 -0.12018999999999998 0.098040000000000016 0.13021500000000003 -0.11592499999999999 0.090900000000000009 0.088040000000000021 -0.39067499999999994 -0.074054999999999996 0.056435000000000006 0.10124500000000002 -0.52014499999999986 -0.13578499999999996 -0.10607499999999999 -0.0029599999999999995 -0.0030899999999999994 -0.08824499999999999 0.10744000000000002 -0.42529999999999996 0.077845000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 8 -3 17 11 29 13 14 -13 16 22 21 -19 20 -20 -9 -16 -24 25 26 -25 28 -21 -10
right_child=1 2 -4 -5 -6 -7 -8 9 10 -11 -12 12 -14 -15 15 -17 -18 18 19 27 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0014007234865790611 -0.0014004073960704085 -0.0013928687410562795 0.001385577866054903 -0.0012408986309791815 -0.0013437799407047734 -0.0011930603942651712 -0.0012041202364568822 6.972214444080083e-06 -6.6839770587766545e-05 0.0012682532270791918 -0.0011260562141911629 -0.0014004280030639989 -0.0014004939370696736 0.0009566395356615106 -0.0011534619413497715 0.00050172909808945748 -0.0013657883393445654 0.00044943650954191203 -0.0013989242705998591 -0.00094132614429409125 -0.0001439863096970965 0.001322626234119142 0.00057061809219483624 -0.00054986752288502456 -0.00097913970091968055 -0.0010165216667795639 0.00060469852649796369 0.0012979509981703768 0.00075888623282823451 0.0010830230698058248
leaf_weight=0.0014857395599272563 0.001343430904784614 0.001354655442982188 0.0012088929912437143 0.0020889183830199434 0.0011978704352104677 0.0013885499468528897 0.0013059440798883762 0.001505254615267404 0.0013877652796736506 0.0023549227456864932 0.0016675916165524987 0.001177134838666878 0.0010418495231974126 0.0028686642444011303 0.0010366920518367568 0.0042633443881854296 0.0020648149485396053 0.0075328633596862772 0.0021003684394749235 0.0012135184474146854 0.0036396759519448096 0.0023280118686876952 0.0043848607094929418 0.0015525931213380305 0.0029212410983370666 0.0011754267171073416 0.0044346490142568419 0.0011261501890942327 0.0015363580704672586 0.0031445303011174985
leaf_count=86 163 290 22 95 149 18 31 10 32 119 40 180 9 36 75 60 114 225 187 57 61 60 51 135 153 215 373 9 22 44
internal_value=0 -3.87313e-05 -1.05893e-05 -3.70465e-05 3.70771e-06 3.0384e-05 5.91196e-05 8.76551e-05 -7.01112e-05 0.000320722 -1.60105e-05 4.28415e-05 -7.30026e-05 -1.95607e-05 -0.00014126 -7.33733e-05 -0.000212919 0.000214377 8.21343e-05 -0.000205596 -0.000603187 0.000805993 -5.93951e-05 1.89951e-05 -0.000220871 8.8383e-05 0.0003053 0.0003832 8.58378e-06 0.000730941
internal_weight=0 0.0663465 0.0650031 0.0637942 0.0617053 0.0605074 0.0591189 0.0578129 0.0344758 0.0233371 0.0331212 0.0314536 0.0269213 0.0258794 0.0230108 0.0218336 0.0175703 0.0209822 0.0171489 0.00961607 0.00574004 0.00383327 0.0155055 0.0144688 0.0100839 0.00716267 0.00598724 0.00387603 0.00274988 0.0045323
internal_count=3121 3035 2872 2850 2755 2606 2588 2557 1807 750 1517 1477 1401 1392 1356 1176 1116 631 561 336 248 70 1002 927 876 723 508 88 79 76
is_linear=0
shrinkage=0.00140032


Tree=1148
num_leaves=19
num_cat=0
split_feature=2 11 484 15 42 12 3 3 1 15 4 52 15 43 47 48 43 3
split_gain=0.000162263 0.000184468 0.00021467 0.000259805 0.000450793 0.000282362 0.000276457 0.000787309 0.000648517 0.000264577 0.000417295 0.000335413 0.000343547 0.00045844 0.000314483 0.000183965 0.00016029 0.00011637
threshold=0.14753000000000002 0.089270000000000002 -0.0068949999999999992 1.0000000180025095e-35 0.083995000000000014 0.095110000000000014 -0.10519499999999998 -0.077774999999999983 0.077845000000000011 -0.016799999999999995 -0.059649999999999988 0.081010000000000013 -0.053579999999999996 -0.074359999999999996 0.092710000000000015 0.086260000000000017 -0.083269999999999997 0.048265000000000009
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 6 5 17 8 -8 -4 11 -11 12 13 -9 15 -15 -6 -5
right_child=-2 -3 3 4 16 -7 7 9 -10 10 -12 -13 -14 14 -16 -17 -18 -19
leaf_value=-0.0018391777313351493 0.0015856229037915321 -0.0017835997056147167 -0.00068383629636374242 -0.0017019913179732991 0.0018525192851652533 2.5587951429037233e-05 -0.0032018957079900622 0.0026068485453694993 0.0031604776953677079 0.00023591753061045169 0.0034014196992266307 0.0019891945991682282 -0.0026125787138068677 0.0011591211333300887 -0.0022290393166050975 -0.00075106425540665586 -0.00039414824922825076 -0.0037187224925123597
leaf_weight=0.0010976394712158269 0.0010442811884980854 0.0011093992942541311 0.0013953499923164926 0.0010219114352202343 0.0010848048133906829 0.001005683282587766 0.0011849624200921923 0.0010137116384271163 0.0017516067909868482 0.0019305455020646178 0.0011922472076744241 0.0012762301130366804 0.0010199631374704357 0.0016944617424812219 0.001350968122245888 0.001885027922851279 0.0011663402862538419 0.0010038296941168312
leaf_count=474 142 100 47 403 60 116 458 142 119 73 42 137 77 126 61 76 419 49
internal_value=0 -0.000109651 -2.55264e-05 6.93716e-05 -0.000737634 -0.00179669 0.00034099 6.13744e-05 0.00145592 0.000401672 0.00144447 6.48965e-06 -0.000356856 3.02046e-05 -0.000499558 0.000153181 0.000688499 -0.00270136
internal_weight=0 0.0231847 0.0220753 0.0209776 0.00528257 0.00303142 0.0156951 0.0125481 0.00314696 0.0113632 0.00312279 0.00824036 0.00696413 0.00594417 0.00493046 0.00357949 0.00225115 0.00202574
internal_count=3121 2979 2879 2405 1047 568 1358 1192 166 734 115 619 482 405 263 202 479 452
is_linear=0
shrinkage=0.004207


Tree=1149
num_leaves=31
num_cat=0
split_feature=31 156 401 1456 457 457 151 1348 14 122 375 376 1 49 42 1 159 42 131 1 11 156 49 52 4 2 4 15 151 3
split_gain=0.00161215 0.00102656 0.00104474 0.000951273 0.00103729 0.00120466 0.000986855 0.00103529 0.0015422 0.000977441 0.00107885 0.00129141 0.000943553 0.000948882 0.00102351 0.00125088 0.00131422 0.00121205 0.00134246 0.00119276 0.000941373 0.000927587 0.000829635 0.000797806 0.000906658 0.00077709 0.000770953 0.00101138 0.000776285 0.000766554
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.10076500000000001 -1.0000000180025095e-35 -0.15747999999999998 -0.068264999999999978 -0.5225749999999999 0.084895000000000012 0.078400000000000011 0.10544500000000001 0.087005000000000013 0.088470000000000007 0.099660000000000012 -0.10774499999999999 -1.0000000180025095e-35 0.091095000000000023 0.091530000000000014 0.091735000000000025 0.079255000000000006 0.090405000000000013 0.089270000000000002 0.11896500000000002 -0.24167999999999998 0.11434500000000002 -0.083854999999999985 0.089885000000000007 0.27044500000000005 -0.14147499999999996 0.061780000000000009 -0.078934999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 13 -8 19 16 17 18 23 -15 21 22 -14 24 -16 29 27 -24 -29 -26
right_child=1 2 -4 4 5 6 7 -9 -10 -11 -12 -13 20 14 15 -17 -18 -19 -20 -21 -22 -23 26 -25 25 -27 -28 28 -30 -31
leaf_value=0.001373351645944472 -0.0013729285166739777 -0.00087779442775967067 -0.0013041163925538953 0.0010607459073690554 -0.00095426073732227915 -0.0012388567645240894 -0.00078207027352986851 0.0012171716637319318 -0.0012656259838369785 -0.0012400240867817553 -0.0013157000375847779 0.0012132202916323327 -0.0006408353553172643 -0.0011851059214831048 0.0012270857845061202 -0.00067586702469913296 -0.00092445310562414994 -0.00062799869274251445 -0.0010168937216797872 0.0005662179164974356 -0.00054461783383544238 -0.00068255572192914055 -0.00063300103181535082 -0.00042558110101363758 -0.00081567155384286633 0.00079912010412699376 0.0011623551876094788 0.00071737992251333696 -0.00048345511069779678 0.00046906289205471456
leaf_weight=0.0014880456077404061 0.0011231567886498253 0.002372127102299614 0.0012264130499270989 0.0017154974878650356 0.0025028430140778815 0.0011518721656997846 0.0032917357389692361 0.0013846936154155989 0.0017162014676657114 0.0010730104359026873 0.001017596224478722 0.0019305324478739996 0.0011105559697170949 0.0025476454756370162 0.0041930032280941146 0.0032603496910539312 0.0016552680365893293 0.0020782463015551747 0.0010394676450502524 0.0010289897533262149 0.0021918197481625148 0.0013483723324014809 0.0014986860842327561 0.0013013685025349284 0.0014290784406529745 0.0050809734620820279 0.003406912245520032 0.0087094303680004329 0.001148419711171301 0.0022589667880481817
leaf_count=86 163 251 163 34 164 47 54 42 57 8 30 40 12 578 61 143 84 224 33 40 61 33 11 52 196 54 185 182 9 24
internal_value=0 -7.16811e-05 -4.90817e-05 -2.48209e-05 8.31007e-06 -2.21072e-05 1.89289e-05 4.49392e-05 1.50555e-05 5.68404e-05 8.38464e-05 0.000112042 6.82818e-05 -8.78217e-05 5.04063e-07 0.000109865 0.000244437 0.000355755 0.000489357 -0.000681254 0.000302789 0.000410635 0.000503493 0.000599127 0.000702006 0.000450934 0.000589573 0.000417741 0.000577485 -2.87581e-05
internal_weight=0 0.0657932 0.0646701 0.0634437 0.0610715 0.059356 0.0568532 0.0557013 0.0543166 0.0526004 0.0515274 0.0505098 0.0485793 0.0291651 0.0258734 0.0222967 0.0190364 0.0173811 0.0153029 0.00357664 0.0194142 0.0172224 0.015874 0.0142634 0.012962 0.00876902 0.0147634 0.0113565 0.00985785 0.00368805
internal_count=3121 3035 2872 2709 2458 2424 2260 2213 2171 2114 2106 2076 2036 1543 1489 871 728 644 420 618 493 432 399 387 335 274 387 202 191 220
is_linear=0
shrinkage=0.00137286


Tree=1150
num_leaves=31
num_cat=0
split_feature=31 1348 156 14 151 16 150 3 367 124 3 124 457 16 160 474 12 52 48 131 41 0 52 0 133 15 160 43 49 15
split_gain=0.00120556 0.00112457 0.00095985 0.000929229 0.000947718 0.000898133 0.000814117 0.000877738 0.000774544 0.000881506 0.000566557 0.000873304 0.000806241 0.000998956 0.00103853 0.000691311 0.000973935 0.000868748 0.000577696 0.000592526 0.000541889 0.000536594 0.000633725 0.000530666 0.000520919 0.000648118 0.000631125 0.000553133 0.000475827 0.000398027
threshold=-1.0000000180025095e-35 0.095915000000000014 -1.0000000180025095e-35 0.076175000000000007 -0.5225749999999999 -0.54165499999999989 -0.22665999999999997 0.30112000000000005 -1.0000000180025095e-35 0.11040000000000001 -0.12018999999999998 -0.043384999999999993 -0.0029299999999999994 -0.083539999999999989 0.11205000000000002 0.084660000000000027 0.088485000000000022 0.10160000000000001 0.088965000000000002 0.10033500000000002 0.079300000000000009 0.11070500000000001 0.10024500000000001 -0.060129999999999996 -1.0000000180025095e-35 0.090455000000000021 0.086325000000000013 -1.0000000180025095e-35 0.088595000000000021 -0.089964999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 -7 8 -8 10 20 29 -13 24 15 16 28 18 19 -18 21 23 -23 -10 25 -14 27 -26 -15 -12
right_child=1 -3 3 -5 5 6 7 -9 9 -11 11 12 13 14 -16 -17 17 -19 -20 -21 -22 22 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0014864531709802779 -0.0014861113186895704 0.0014731487180581085 -0.001411632536492932 -0.0012521318661231344 0.0011825267857240901 0.0010018395224672344 -0.0013458119851166212 0.00086094422755739154 5.3177221400922297e-05 0.00099217929787011935 0.0012310170940738208 -0.0011588016547998917 -0.0012239209295562513 -0.0012741849746693075 0.00080245203678351693 0.00043824411813393554 -0.00072404226496919344 -0.0013200610547721844 0.00098882366142745621 0.00055223669309011959 -0.00050431855759188555 -0.00078458624745941547 0.00071133324192984202 0.0012081166772149859 0.00011762284005914659 0.00036833098695300017 -0.00045338576519180065 0.001009496002095434 -0.00016210440405256727 8.9268193570541703e-05
leaf_weight=0.0011122202621041124 0.0010931253214523365 0.0010122628307271944 0.0010903921189218116 0.0014446595655943631 0.0013538179149223941 0.0015799156371372183 0.0011282466581405961 0.0020664590373140604 0.0014103882184315353 0.0015754149301745448 0.0011443364107859288 0.0022914777416120904 0.0012615278106564718 0.0055496446337111212 0.0012684905766278129 0.0012770568502586963 0.0021921089406807814 0.0013448865646035202 0.0010794971083250005 0.0012679063942835356 0.0018284599215689923 0.0013944179177940441 0.0011339162629155908 0.0023297086583937629 0.0033814654444892511 0.0010217617387813238 0.0019153664597553188 0.0028130832640211774 0.0010032239116426478 0.00164137845256107
leaf_count=86 163 22 45 95 53 23 18 111 48 24 89 196 314 379 86 99 353 227 48 46 39 70 8 44 187 41 45 65 45 52
internal_value=0 -7.74901e-05 -0.000108957 -7.8102e-05 -4.22778e-05 -9.9966e-06 -4.59533e-05 -8.41669e-05 -0.000131509 -9.73652e-05 -0.000141891 -0.000234783 -0.000314634 -0.000238405 -0.00048397 -0.000602956 -0.000709866 -0.000271038 3.97481e-05 -0.000256356 0.000207485 0.000415114 -0.000113691 0.00077259 0.000115602 -0.000511395 0.000292128 0.000522642 -0.00110393 0.000558284
internal_weight=0 0.0508944 0.0498821 0.048789 0.0473443 0.046254 0.0449001 0.0433202 0.0412538 0.0401255 0.0385501 0.0304532 0.0276675 0.025376 0.0149828 0.0137143 0.0124373 0.0058844 0.00453951 0.00346002 0.00809689 0.00626843 0.00252833 0.0037401 0.0103932 0.00228329 0.00810992 0.00619455 0.00655287 0.00278571
internal_count=3121 3035 3013 2850 2755 2710 2657 2634 2523 2505 2481 2272 2131 1935 1283 1197 1098 674 447 399 209 170 78 92 652 355 297 252 424 141
is_linear=0
shrinkage=0.00148603


Tree=1151
num_leaves=31
num_cat=0
split_feature=31 401 156 453 1348 14 375 376 42 1374 150 1456 474 4 160 33 133 47 42 132 1 12 3 156 151 43 133 48 49 43
split_gain=0.00169524 0.00116386 0.00119597 0.00105817 0.00148681 0.00137779 0.000968248 0.000826332 0.00162067 0.000790977 0.00108967 0.00141268 0.000880559 0.0010633 0.00140464 0.00100239 0.00106052 0.000891747 0.00129343 0.00165241 0.00107773 0.000755511 0.000854365 0.00107674 0.000849549 0.000756879 0.001159 0.000938713 0.000913385 0.00095338
threshold=-1.0000000180025095e-35 0.10076500000000001 -1.0000000180025095e-35 0.10218000000000001 0.090205000000000021 0.078320000000000015 0.087420000000000012 0.048375000000000008 -0.088934999999999986 0.093235000000000012 -0.22665999999999997 -1.0000000180025095e-35 -1.0000000180025095e-35 0.50822500000000004 -0.091944999999999985 -1.0000000180025095e-35 -0.25159999999999993 0.10783500000000001 -1.0000000180025095e-35 0.081465000000000024 0.090405000000000013 -0.10022999999999999 0.30112000000000005 0.091255000000000017 -0.090369999999999992 0.15359500000000004 0.098785000000000012 0.093675000000000022 0.0021350000000000002 -0.10131
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 9 -9 10 -4 -12 -13 14 -14 -16 -17 18 19 -18 -21 -20 23 24 -23 26 27 28 29 -26
right_child=1 -3 3 -5 -6 -7 -8 8 -10 -11 11 12 13 -15 15 16 17 -19 21 20 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0012688905596923337 -0.0012683915595479603 -0.0012193893535090285 0.0011026935238995497 -0.0011289090226066357 0.0012418291010898609 -0.00114724114909397 -0.0011134111388158012 -0.00044874222522445808 0.0012263891186009505 -0.00090536928482932945 -0.0012683858369288198 -0.0011203660957690665 -0.00083805903319657542 0.0011236023851879564 -0.0011393466899842057 -0.00095604111003433985 -0.0012320233515331334 0.00068495412104602562 -0.00088775395267454366 -0.00055815977263951738 0.0011802994368933437 -0.00054360266651993269 0.0012684138419732044 -0.00081522132004421073 0.00094791505324811807 0.0010686783287267168 -0.00095490549757866938 0.00091337382776258947 -0.00095591687565114894 0.00012164044823492951
leaf_weight=0.0015790327386024918 0.0012412179054379626 0.0013664352348641265 0.0014630191990363519 0.0013314123054044549 0.0015461287046250041 0.0016885746763612977 0.001195857746004946 0.0014868281623421353 0.0024766578286783405 0.0015169018296319328 0.0013900464114326985 0.0010476716467278093 0.0028657047729501164 0.0014519807307387103 0.0010560051790662319 0.0014402196989062857 0.0025327980973495192 0.0044722145419733286 0.001022880806338832 0.0012307704063214686 0.0010743601262674929 0.0020461889547478398 0.0012013449244641086 0.0016570828074735635 0.0027184828694828368 0.0019334219730069426 0.0012305743759455359 0.003468445996666957 0.0010516346829705361 0.012932832863216785
leaf_count=86 162 164 11 18 33 75 31 15 91 40 232 83 259 96 20 147 392 77 13 87 17 96 53 95 28 17 192 61 59 371
internal_value=0 -6.15962e-05 -3.59848e-05 -1.07133e-05 1.44356e-05 -1.84807e-05 1.55769e-05 4.02282e-05 0.000597995 -3.28553e-06 2.44774e-05 -8.50661e-06 2.92086e-05 5.57443e-05 2.04533e-05 8.03581e-05 0.000112548 0.000152446 8.26094e-05 -0.000524887 0.00025209 0.000183045 0.00022183 0.00017533 0.00024 0.000308711 0.000240056 0.000312956 0.000188276 0.000265156
internal_weight=0 0.0631377 0.0617713 0.06053 0.0591986 0.0576525 0.0559639 0.0547681 0.00396349 0.0508046 0.0492877 0.0478247 0.0464346 0.0453869 0.043935 0.0410693 0.0400133 0.038573 0.0341008 0.00483793 0.00230513 0.0292629 0.02824 0.0270387 0.0253816 0.0233354 0.021402 0.0201714 0.016703 0.0156513
internal_count=3121 3035 2871 2709 2691 2658 2583 2552 106 2446 2406 2395 2163 2080 1984 1725 1705 1558 1481 496 104 985 972 919 824 728 711 519 458 399
is_linear=0
shrinkage=0.00126831


Tree=1152
num_leaves=21
num_cat=0
split_feature=147 11 13 13 52 39 52 403 159 151 49 52 48 0 15 49 15 4 52 15
split_gain=0.000184304 0.00020265 0.000171331 0.000345969 0.000204249 0.000382229 0.000312789 0.000275528 0.00026078 0.000251951 0.000356326 0.000188456 0.000179059 0.000165585 0.000409166 0.000237592 0.000267813 9.48777e-05 3.87178e-05 3.819e-06
threshold=0.08955500000000001 0.089270000000000002 -0.53104499999999988 -0.23438999999999996 -0.24164999999999998 0.091820000000000013 -0.090859999999999982 -1.0000000180025095e-35 -0.032739999999999991 -0.044604999999999992 0.065470000000000014 0.084960000000000022 0.089155000000000012 -0.10096999999999999 0.083935000000000023 -0.069799999999999987 -0.10203999999999998 -0.017809999999999996 -0.40967499999999996 -0.040804999999999994
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 17 18 6 -6 -8 -9 12 11 13 -10 15 -15 -11 -17 -4 -5 -18
right_child=-2 -3 3 4 5 -7 7 8 9 10 -12 -13 -14 14 -16 16 19 -19 -20 -21
leaf_value=-0.0016493688888417762 0.0013558515723505263 -0.0018151259594201682 0.0025149239635515828 -0.00078440624601890747 0.0014643539311095842 0.0022869970734925946 -0.0023800224793212596 -0.0019800030726982625 -4.899966482637054e-05 -0.00092177211910128066 0.0023536786889115282 -0.0011904000832696432 -0.0023962559433628118 -0.0023297218539535822 0.00095519511745415409 -6.6807466933362322e-05 0.0023755477156271782 0.00075631879287360148 -0.001904934358756322 0.0020247207185635865
leaf_weight=0.0010306059545470659 0.0014646766711798867 0.0011023986222964402 0.0010045942731835567 0.0010075911702802365 0.0017605990116739611 0.0011311990983798861 0.0010079776948147554 0.0012076224288214985 0.0010188043789428067 0.0010828736794366023 0.0011717589476966115 0.0017917307847513664 0.0011107605538509535 0.0011513550468909206 0.0013434585870344407 0.0014735238489658187 0.0010023845619144822 0.0010018745127062757 0.0010092436265428618 0.001027323420014878
leaf_count=32 118 103 28 264 199 143 684 339 148 28 137 276 77 173 143 30 20 90 53 36
internal_value=0 -0.000122682 -3.91487e-05 3.87451e-05 -0.000127409 1.47061e-05 -0.000144451 -0.000341292 -0.000187723 -9.93445e-06 0.000257919 -1.88555e-05 -0.00127331 0.000277588 -0.000560792 0.000733662 0.00124537 0.00163681 -0.00134513 0.00219798
internal_weight=0 0.0234377 0.0223353 0.0213047 0.0192982 0.0172814 0.0161502 0.0143896 0.0133816 0.012174 0.0100444 0.00887265 0.00212956 0.00708092 0.00249481 0.00458611 0.00350323 0.00200647 0.00201683 0.00202971
internal_count=3121 3003 2900 2868 2750 2433 2290 2091 1407 1068 843 706 225 430 316 114 86 118 317 56
is_linear=0
shrinkage=0.00404364


Tree=1153
num_leaves=31
num_cat=0
split_feature=31 133 52 453 1348 1456 14 1213 1374 1 11 159 3 42 52 49 3 403 12 15 0 15 0 13 43 0 40 1 13 1
split_gain=0.00110241 0.000864326 0.00109479 0.000830703 0.00102717 0.00105973 0.00099577 0.000796489 0.000685845 0.000746763 0.000784765 0.000634922 0.000778248 0.00077987 0.000771132 0.000756442 0.000809636 0.000971993 0.000760545 0.000933831 0.000809715 0.000597922 0.000548352 0.000537712 0.000496462 0.000553812 0.000638128 0.000984238 0.000563547 0.000527432
threshold=-1.0000000180025095e-35 -0.25159999999999993 -0.52017999999999986 0.10218000000000001 0.090205000000000021 -1.0000000180025095e-35 0.076175000000000007 -0.082704999999999987 -0.094929999999999987 0.111945 0.088710000000000011 0.091530000000000014 -0.12018999999999998 -0.095859999999999987 0.11434500000000002 -0.10774499999999999 0.090900000000000009 -1.0000000180025095e-35 -0.069644999999999985 0.083935000000000023 -0.10836499999999999 -0.064294999999999977 -0.064754999999999993 0.14871000000000004 -0.27207999999999993 -0.036484999999999997 -0.0087249999999999984 0.11910500000000002 -0.059629999999999996 0.13146500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 23 -14 15 -15 17 -17 -19 20 -20 -16 -22 -10 -11 26 -26 -28 29 -29
right_child=1 2 3 -5 -6 6 -8 8 9 24 -12 -13 13 14 21 16 -18 18 19 -21 22 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=0.0015464535151138805 -0.0011686196399185611 -0.0015461405506661551 -0.0011961219005071429 -0.0013542750212084584 0.0015146928890806615 -0.0012119423284318676 -0.0012769466405850162 -0.00082198442740875335 0.0010369052748521812 -0.00047538888540036228 -0.0013021486621197518 -0.00069021622440766466 -0.0012575114894244441 -0.000798706867199884 7.7633312331315223e-05 -0.0012204774509525075 0.00086272634991096237 0.0013137514831490079 0.00027381058944021076 0.00080953012836819101 -0.0015461673324496518 -0.0015462307346960419 -6.8014415085866262e-05 -0.00010874006246724761 0.0015461595393569639 0.0015462590547989862 0.0011023980207703497 -0.00027010273029054829 -0.00057438244438070564 0.0012742871829519685
leaf_weight=0.0010183935499790122 0.0016798287099943901 0.001126995040846567 0.0017272144170212824 0.0010644343422541161 0.00108357144918969 0.0011082545173071159 0.0013317843711444502 0.0017793115965645248 0.0034219956406005168 0.0011084643014100956 0.0010242748368227686 0.0023544114186697654 0.0010884744321697495 0.0016239464745906309 0.0010302986559520555 0.0012203103364634158 0.0044703609158887056 0.0013633047213374959 0.0026499078756785253 0.0026400979614606968 0.0014953403979611644 0.0011436170034548878 0.0010017928488430892 0.001371861205925029 0.0011379721327404741 0.0013233369422787069 0.0024306323908689365 0.0010707468060786613 0.0026899226886598609 0.0010439026095259152
leaf_count=86 187 216 259 18 35 255 72 50 60 8 23 143 104 40 62 446 66 70 36 94 250 153 21 27 85 74 62 25 47 47
internal_value=0 -7.85522e-05 -4.03452e-05 -4.08369e-06 2.73405e-05 -8.75348e-06 3.90246e-05 8.11617e-05 0.00011656 0.000159706 2.60635e-05 7.66837e-05 0.000150318 1.45418e-05 8.88269e-05 0.000203094 0.000312713 7.56272e-05 0.000248477 6.19777e-05 -0.000321468 -0.000776622 -0.000953166 0.000709055 0.000504791 0.000616841 0.000469951 0.000300683 -0.000104905 0.00049229
internal_weight=0 0.0496064 0.0479265 0.0467995 0.0457351 0.0446515 0.0429243 0.0415925 0.0404843 0.038705 0.0279 0.0268757 0.0245213 0.0197275 0.018639 0.0164651 0.0148411 0.0103708 0.00915044 0.00778714 0.00514704 0.00217392 0.00249713 0.00479386 0.010805 0.00969651 0.00837318 0.0072352 0.00480457 0.00211465
internal_count=3121 3035 2848 2632 2614 2579 2320 2248 1993 1943 1595 1572 1429 1342 1238 1023 983 917 471 401 307 215 271 87 348 340 266 181 119 72
is_linear=0
shrinkage=0.00154607


Tree=1154
num_leaves=19
num_cat=0
split_feature=14 1 4 2 4 133 3 3 0 3 3 47 4 51 1 16 52 16
split_gain=0.000168098 0.000184369 0.000371203 0.000319651 0.000486635 0.00025833 0.000296788 0.000263952 0.00041943 0.00031175 0.000359557 0.000289711 0.000371773 0.000354301 0.000266354 0.000216299 0.000170149 0.000195
threshold=0.076175000000000007 1.0000000180025095e-35 -0.083854999999999985 0.10672500000000001 -0.49405499999999997 0.048520000000000008 0.16158000000000003 -0.10519499999999998 -0.10324499999999999 -0.078934999999999991 -0.074084999999999998 0.092710000000000015 0.0061450000000000003 0.086685000000000012 0.13842500000000005 0.0057500000000000008 -0.07167999999999998 -0.072359999999999994
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 -3 -9 -11 12 13 -12 -13 -4 -14 -18
right_child=-2 5 15 -5 -6 -7 -8 9 -10 10 11 14 16 -15 -16 -17 17 -19
leaf_value=-0.0028214987447948959 -0.0017079379839914314 0.0033047704284011824 -0.0025057350701172929 0.002162646064040812 0.00095627335019643207 0.0019639671639077039 0.0021923426500760068 -0.0026023692912770899 -0.00011952371317923408 0.0020579370726396249 0.0001511074218436802 -0.002780887623299544 -0.00025529612992456705 -0.0030269699940859685 6.3712498111440836e-05 -0.00021631827036654549 0.00037347742514848189 0.0028869743358647766
leaf_weight=0.0010151157531186339 0.0010600893733458952 0.0010230569358782304 0.0019679358871273487 0.0012269645185192246 0.0016459555083829774 0.0015329305804735452 0.0011686751710975338 0.0010347036454305689 0.0018492328987558268 0.0012169987480152864 0.0015781928316092042 0.0015312872489285922 0.0013334371646420706 0.0010934851682051772 0.0010032315333319275 0.0012378808852509526 0.0010976210269234565 0.001178709597351224
leaf_count=27 101 37 983 22 284 280 136 243 167 78 161 94 27 58 12 291 84 36
internal_value=0 3.85703e-05 -0.00054069 0.000350646 -0.000484829 0.000285494 0.000115195 -5.89459e-05 0.00110015 -0.000359755 -0.000128473 -0.000430295 6.38308e-05 -0.00114964 -0.00165492 -0.00162171 0.000961951 0.00167499
internal_weight=0 0.0237354 0.00709385 0.00388804 0.00266107 0.0166416 0.0151086 0.01394 0.00287229 0.0110677 0.010033 0.00881596 0.00628145 0.00267168 0.00253452 0.00320582 0.00360977 0.00227633
internal_count=3121 3020 1607 333 311 1413 1133 997 204 793 550 472 366 219 106 1274 147 120
is_linear=0
shrinkage=0.00429114


Tree=1155
num_leaves=19
num_cat=0
split_feature=1213 147 11 0 52 52 51 52 42 52 2 2 15 0 2 4 52 0
split_gain=0.00016941 0.000151589 0.000215809 0.000211443 0.000221538 0.00019142 0.000259921 0.000260108 0.000186933 0.000235369 0.00036808 0.000231036 0.000197571 0.000248664 0.000180693 0.00040552 0.000104783 3.60634e-05
threshold=-1.0000000180025095e-35 0.08955500000000001 0.080455000000000013 -0.019414999999999998 -0.24164999999999998 -0.081429999999999989 -0.076794999999999988 0.19022000000000003 -1.0000000180025095e-35 0.070205000000000017 0.11411 0.099515000000000006 0.090455000000000021 -0.14116499999999996 0.11018500000000002 -0.49405499999999997 -0.092399999999999982 0.10455500000000001
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 16 -7 8 -8 10 11 12 13 -10 15 -5 -6 -17
right_child=1 -3 -4 14 5 6 7 -9 9 -11 -12 -13 -14 -15 -16 17 -18 -19
leaf_value=-0.001289769250262252 -0.001316390599990755 0.0010545628671329327 -0.0010732558955370535 -0.0012065756247087789 0.00013249283464773068 -0.0016164953593777961 -0.00096323790868965004 -0.0014515157751637882 0.00065566882251958422 0.00152957336906163 -0.0014904055372757124 0.001688358347593427 0.0013433223449263547 -0.0012245030550124862 0.0017710541459959848 0.0015917898983242313 0.0015175646776377121 0.0007311592468010593
leaf_weight=0.0010712995732150557 0.0014671377274602356 0.0014409265594674805 0.0019284459361101894 0.0012033034442200385 0.0010917696328998638 0.0011630839692990955 0.0012906240531978018 0.0011545582412205721 0.0014249887509549817 0.00150458698412681 0.0012416207130394596 0.0012667510388655323 0.001001883104853718 0.0015567296852454495 0.0011962207674693914 0.0010495182345110514 0.0012268175807470501 0.0010110420692748256
leaf_count=491 247 116 177 74 162 186 377 291 46 199 109 63 73 244 63 63 103 37
internal_value=0 3.29825e-05 -3.46063e-05 6.62963e-05 -0.000114389 1.22678e-05 -0.000158177 4.26197e-06 0.00018524 0.000370602 0.000101997 0.000478574 9.38729e-05 -0.000325953 0.000689794 0.000293508 0.000865366 0.00116951
internal_weight=0 0.02322 0.0217791 0.0198506 0.0153906 0.0139234 0.0116048 0.0104417 0.00928718 0.00799656 0.00649197 0.00525035 0.0039836 0.00298172 0.00446008 0.00326386 0.00231859 0.00206056
internal_count=3121 2630 2514 2337 2100 1853 1588 1402 1111 734 535 426 363 290 237 174 265 100
is_linear=0
shrinkage=0.00325215


Tree=1156
num_leaves=18
num_cat=0
split_feature=1 0 15 2 2 47 15 14 2 2 3 1 150 0 43 16 3
split_gain=0.000176745 0.000312605 0.000270026 0.000242892 0.000223575 0.000197113 0.000262856 0.000332593 0.000256304 0.000212743 0.000368408 0.000347384 0.00019116 0.000220068 0.000235858 0.000140115 9.24927e-05
threshold=0.077565000000000009 0.024095000000000002 0.083935000000000023 0.10672500000000001 0.13754500000000003 0.13148500000000005 1.0000000180025095e-35 -0.22253999999999999 0.090675000000000019 0.098035000000000011 -0.097604999999999983 0.11061500000000002 0.087170000000000011 -0.15202999999999997 -0.074359999999999996 -0.087484999999999993 -0.016324999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 16 -3 5 6 7 -2 15 10 -9 -11 13 -12 -15 -8 -1
right_child=4 3 -4 -5 -6 -7 8 9 -10 11 12 -13 -14 14 -16 -17 -18
leaf_value=-0.003623614498766485 -0.0014661914011461735 -0.00060846364027879987 -0.00013026209316219827 0.0020525857929931069 0.0020615316851018621 -0.0016509701175297295 0.0012640497407433752 0.0026177368843620721 -0.0028761424534263021 0.00322412570860047 0.0021444601151899994 -1.1284655598352596e-05 -0.0018464180679886096 0.0010478910101917949 -0.001717246971230283 -0.0012089006876511135 -0.0016639546618743058
leaf_weight=0.0011269311269011808 0.0015384430677800607 0.0020044457309151831 0.0016289658390408746 0.001250130879490996 0.0013736469062750603 0.0013665377822711386 0.0010004033946664492 0.0013436509403601544 0.0010582936194891701 0.001857436708502469 0.0010847240588418589 0.0012436523708587721 0.0011764493331369863 0.0013477535513598564 0.0014239823928967549 0.0010583520323415039 0.0010391152420403671
leaf_count=788 92 56 696 27 160 39 79 72 71 181 28 93 77 187 146 260 69
internal_value=0 -0.000663646 -0.00158756 0.000413685 0.000229603 6.72497e-05 0.000233385 0.000577078 -0.000981276 0.000908748 0.000413738 0.00192661 -0.00017467 0.000335312 -0.000372702 -7.22905e-06 -0.00268351
internal_weight=0 0.00704959 0.00379501 0.00325458 0.0168733 0.0154997 0.0141331 0.0110161 0.00311705 0.00947765 0.00637656 0.00310109 0.00503291 0.00385646 0.00277174 0.00205876 0.00216605
internal_count=3121 1636 1553 83 1485 1325 1286 876 410 784 510 274 438 361 333 339 857
is_linear=0
shrinkage=0.00473777


Tree=1157
num_leaves=17
num_cat=0
split_feature=1 0 42 0 49 52 0 52 3 4 4 15 151 16 2 3
split_gain=0.000157646 0.000211912 0.000200616 0.000204173 0.000200346 0.000251856 0.000191425 0.000224081 0.000189014 0.000297747 0.000211209 0.000205567 0.000158704 0.000216039 0.000218009 0.000145078
threshold=0.104035 -0.019414999999999998 0.094935000000000005 0.041630000000000007 -0.087004999999999985 -0.088204999999999992 -0.053834999999999994 -0.081429999999999989 -0.078934999999999991 -1.0000000180025095e-35 -0.083439999999999986 -0.095869999999999983 -0.0033899999999999994 -0.071854999999999988 1.0000000180025095e-35 -0.10831999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 4 -1 -6 7 -2 10 -10 -7 -11 -9 14 -14 -5
right_child=1 -3 -4 15 5 8 -8 12 9 11 -12 -13 13 -15 -16 -17
leaf_value=-0.0019891527389583746 0.0018933381010866202 0.0021699801799172024 -0.0019515479293065136 0.0019449635754910765 -0.0017590321036119953 0.00061231892564399249 -0.0014577383113843151 -0.0012974725866094069 0.0018970081434974185 -0.0016277496922140094 -0.0019979249099307634 0.00077928022093303622 -0.00018282832541925559 -0.001110696549727026 0.0020524748723317566 1.0093999343559049e-05
leaf_weight=0.0013453807071892596 0.001514765242455419 0.0011002794989554152 0.0012581776300849565 0.0012530329145015173 0.0015710607072323994 0.0010143757665858092 0.0011518588496453033 0.001274917398566445 0.0019911742609564076 0.001184903972948792 0.0013053892961297775 0.0014563299402239275 0.0015144968049130023 0.001229941740362504 0.001711213861088412 0.001657495843070401
leaf_count=105 88 155 383 71 368 322 81 102 212 101 699 99 69 83 113 70
internal_value=0 0.000399212 -0.000316641 -0.000155675 -0.000450238 -0.000207323 0.000167189 0.000425519 0.000143335 0.000644036 -0.00085653 -0.000300556 3.753e-05 0.000419521 0.00100298 0.000843089
internal_weight=0 0.00949747 0.0140373 0.0127791 0.00986861 0.00852323 0.00839719 0.00724534 0.00695217 0.00463241 0.00231977 0.00264123 0.00573057 0.00445565 0.00322571 0.00291053
internal_count=3121 691 2430 2047 1906 1801 536 455 1433 412 1021 200 367 265 182 141
is_linear=0
shrinkage=0.00429114


Tree=1158
num_leaves=19
num_cat=0
split_feature=128 43 4 0 1 133 12 50 48 2 3 15 52 0 12 4 0 13
split_gain=0.000142383 0.000172874 0.000366006 0.000199046 0.000359108 0.000299814 0.000182119 0.00022245 0.000290668 0.000334352 0.000212645 0.000270333 0.000187292 0.00029453 0.000158649 0.00015684 0.000131683 0.000107423
threshold=0.086435000000000012 -0.45785999999999999 -0.49405499999999997 -0.010949999999999998 1.0000000180025095e-35 0.083950000000000011 -0.069644999999999985 0.10124500000000002 0.11951500000000001 0.113445 -0.074084999999999998 -0.055554999999999993 -0.0064899999999999992 -0.13027499999999997 0.084100000000000022 0.04735000000000001 -0.23001499999999997 -0.063184999999999977
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 -6 8 9 10 11 -8 16 -14 -5 -11 -12 -13
right_child=-2 2 3 14 6 -7 7 -9 -10 15 12 17 13 -15 -16 -17 -18 -19
leaf_value=0.0017556412128520878 -0.0016570682527739325 -0.0026066773601890235 -0.0029546334778917395 0.0026586136550280294 0.0017494035165826277 -7.21744287624846e-05 -0.00079015287051022068 -0.0019908866964220583 -0.0019005321240268488 0.0008663707854242547 -0.00021290827364222554 0.00093431290972926541 0.0020898725304911037 -0.0010917804038044403 0.0003755265370973057 0.0034103393651619949 -0.0021548351374419271 0.0030000340173147056
leaf_weight=0.0011689306387623324 0.0010601778128621056 0.0010951496963240706 0.0014987880006749566 0.0010271727239844512 0.0014495776821754633 0.0014943910703192897 0.0011388538209984346 0.0010226536117423643 0.0012000144522019704 0.0010071793299388796 0.0013386959440957469 0.001043299412996971 0.0011715051207232818 0.0012440781253926191 0.0016370955423550271 0.0010030283189754741 0.0015773042769318124 0.0010448418410642334
leaf_count=82 207 147 753 124 214 639 106 150 43 56 38 138 55 77 77 83 54 78
internal_value=0 5.12157e-05 -4.36872e-05 9.73717e-05 -8.17025e-05 -0.00151552 0.000219657 4.63005e-05 0.000223323 0.000464472 7.19333e-05 0.000994566 -0.0004865 0.000451252 0.00125574 0.00213573 -0.00126332 0.00196794
internal_weight=0 0.0221626 0.0209936 0.0198985 0.0172342 0.00299318 0.014241 0.0127915 0.0117688 0.0105688 0.00855858 0.003227 0.00533158 0.00241558 0.00266427 0.00201021 0.002916 0.00208814
internal_count=3121 2914 2832 2685 2484 1392 1092 878 728 685 546 322 224 132 201 139 92 216
is_linear=0
shrinkage=0.00455379


Tree=1159
num_leaves=31
num_cat=0
split_feature=31 151 1348 14 1456 3 122 124 484 16 403 43 4 13 2 16 1 52 42 123 16 0 160 160 151 15 457 50 4 4
split_gain=0.00123981 0.00101487 0.00132129 0.00139323 0.0011975 0.000755107 0.000722841 0.000754966 0.00074483 0.00100687 0.00092532 0.000817176 0.00114997 0.00104009 0.000680568 0.00109505 0.00102086 0.000774459 0.000773422 0.000750602 0.000654987 0.00099417 0.000653836 0.000597745 0.000930818 0.000811446 0.000639595 0.00057522 0.000656082 0.000594688
threshold=-1.0000000180025095e-35 -0.5225749999999999 0.090205000000000021 0.076175000000000007 -1.0000000180025095e-35 0.30112000000000005 1.0000000180025095e-35 0.10281000000000001 0.085130000000000011 -0.54165499999999989 -0.092474999999999988 -0.15879999999999997 -0.49013999999999996 0.18141000000000002 0.089885000000000007 0.22339500000000004 0.12958500000000003 -0.096999999999999989 0.10077000000000001 1.0000000180025095e-35 0.23311500000000004 -0.10324499999999999 -0.081069999999999989 -1.0000000180025095e-35 -0.0083949999999999979 0.097485000000000016 0.083415000000000017 0.10030500000000002 -0.082109999999999975 0.076415000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 8 9 -6 -11 13 -13 -12 16 17 27 -16 19 23 21 -15 -10 -19 26 -26 -25 28 -14 -30
right_child=1 2 -4 -5 5 -7 -8 -9 22 10 11 12 14 20 15 -17 -18 18 -20 -21 -22 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=0.0012193832083076831 -0.0011669361949893065 -0.00098121628411970414 0.0011959078530375869 -0.0010856899099608709 0.0011162063818865166 0.00071319890518469636 -0.00095307802444004883 0.00081215702727165248 0.00079925695276832933 -0.0012172355806453715 0.00098340316803324865 -0.0012180637990085357 0.00022946106930373501 0.00032760234573024421 0.00094025986409955247 -0.00085900054253459099 0.00070540509579896185 -0.00069178208741614447 -0.00089402287296168163 0.0011303961494670384 0.00048624661846998862 -0.0012046601555480722 -9.8339931094627433e-05 -0.0011449030432084349 0.00057586942729308721 -0.00054578627142238937 3.5097853140766989e-05 0.00023614031107628561 -0.0010594254501963963 -0.00030571655477847222
leaf_weight=0.0011405539441091675 0.0012140900941446367 0.001891476924710477 0.0012556639968153141 0.0019307622866708831 0.0010008922140549636 0.002153558838312363 0.0012153456643773089 0.001637545812045004 0.0028121607350986011 0.0011137154575597821 0.0021929297711835707 0.0014977782183986819 0.0011225127168339351 0.0012356007400740054 0.0015985455263063377 0.0018367233921576789 0.001166292014473492 0.0014363264504249082 0.0011935951381287771 0.0010291336175383145 0.0019657273776374495 0.0012823989431858251 0.0021116237288012476 0.001138295914760337 0.0058044313897949182 0.0011480854029382037 0.0017053355280154392 0.0013258666115214535 0.0041682010428638894 0.0024821598972089021
leaf_count=86 47 270 33 98 38 116 16 30 142 342 38 114 208 10 38 132 28 127 87 61 20 59 53 24 165 44 26 134 495 40
internal_value=0 -6.50523e-05 -3.95477e-05 -6.98486e-05 -3.00374e-05 7.93916e-06 -2.56472e-05 -3.36481e-08 -3.1425e-05 -9.00373e-05 -0.000123166 -8.86771e-05 -0.000178173 0.000295401 -0.000120817 2.96324e-05 -0.000368373 0.000138055 4.27495e-05 0.000133939 -4.1091e-05 -0.000452768 0.000414312 4.2642e-05 0.000150324 0.000390648 -0.000437252 -0.000506012 -0.000632606 -0.000778114
internal_weight=0 0.0536668 0.0524527 0.051197 0.0492663 0.0473748 0.0452212 0.0440059 0.0423683 0.0374445 0.0364437 0.0353299 0.0286533 0.00667666 0.0271555 0.0168905 0.010265 0.0150537 0.0134552 0.0122616 0.00448373 0.002518 0.00492378 0.0112325 0.00979615 0.00695252 0.00284363 0.00909874 0.00777287 0.00665036
internal_count=3121 3035 2988 2955 2857 2587 2471 2455 2425 2230 2192 1850 1723 127 1609 704 905 572 534 447 89 69 195 386 259 209 50 877 743 535
is_linear=0
shrinkage=0.00121906


Tree=1160
num_leaves=31
num_cat=0
split_feature=31 401 52 133 1 52 2 42 52 42 148 40 160 403 47 13 49 13 2 1 52 150 4 158 11 13 4 0 2 12
split_gain=0.00157121 0.000987872 0.000927711 0.00117138 0.0010183 0.00112035 0.00113893 0.00107948 0.000856647 0.00132861 0.000875276 0.000880971 0.000839084 0.000872938 0.000906664 0.000776342 0.00114619 0.000749269 0.000677843 0.000967016 0.000728458 0.000659464 0.00180997 0.000758305 0.000665544 0.000723037 0.000763059 0.000578917 0.000567852 0.000560568
threshold=-1.0000000180025095e-35 0.10076500000000001 -0.52017999999999986 -0.25159999999999993 0.10937500000000001 0.11434500000000002 0.088850000000000012 -0.088934999999999986 0.10744000000000002 0.091735000000000025 -0.080634999999999984 -0.087679999999999994 0.083670000000000008 -0.088999999999999982 0.077555000000000013 -0.00096999999999999983 0.10910000000000002 0.0027400000000000007 0.11215000000000001 0.11751000000000002 0.11989500000000002 0.088985000000000009 0.0052350000000000009 0.084765000000000021 1.0000000180025095e-35 -0.091904999999999987 -1.0000000180025095e-35 -0.15202999999999997 0.11411 0.10345000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 12 -8 9 10 -9 -12 13 -5 -15 16 28 -7 19 -17 27 23 -23 24 25 -13 -27 -20 29 -6
right_child=1 -3 3 4 15 17 7 8 -10 -11 11 21 -14 14 -16 18 -18 -19 20 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0014007078281432395 -0.0012113382573736209 -0.0013693888860044922 -0.0012557616799567539 -0.0014004245379593608 -0.00020991325480306896 -0.0011355348609461769 -0.0010840325103970464 -0.00095529408987662869 0.0013047534100986457 -0.001057649259443144 -0.0010365819866005334 0.0012734209952988075 -0.0013580132714703516 -1.4189269994056513e-05 -0.0010428691931558107 0.0010152438624266046 -0.00050182591958676623 0.00010332042352363041 -0.0013329386052099495 -0.00022923001940995143 0.00030813962885550659 -0.0012572521851424942 0.00055610253642510675 -0.00065147244166497797 -0.00036962337130106809 0.0007085949068418952 -0.0006263430068401591 -0.00022972003425116838 0.0013770121200521728 0.0011551234150620638
leaf_weight=0.0011242645665854303 0.0018763073526164567 0.0015613119947674994 0.0020353771099070874 0.0014295928561924862 0.0013368687857564501 0.0044693589504749545 0.0016861879920568859 0.0013250764631891334 0.0010643016064477697 0.0020303143282172078 0.0010120828935384898 0.0033045216741811583 0.002004293538400149 0.0079624175417549736 0.0021294414629418066 0.0019820973082040894 0.0016285477825785932 0.0012182437591192752 0.0019506527524733031 0.0032028200024072362 0.0016650257698103132 0.0017377100680189281 0.0028488401839155131 0.0010069194296935544 0.0011579364901734843 0.0040768833318924873 0.0010574058685914912 0.0017873280421554227 0.0022092568552150027 0.0010558241631883902
leaf_count=86 223 164 179 237 71 308 101 33 21 147 14 29 97 590 86 20 34 49 21 34 30 24 31 49 23 138 60 58 147 17
internal_value=0 -0.000269235 -0.000241642 -0.000211507 -0.000175075 -0.000292818 -0.000201178 -6.78686e-06 8.12957e-05 1.47169e-05 0.000138936 0.000228426 -0.00052179 -0.000376319 -0.000231247 0.000115612 0.00050781 -0.000870181 -0.000115178 0.000246509 -0.000462266 0.00031271 -0.000130925 0.000504602 0.0006259 0.000762502 0.000433665 -0.000805431 0.000865102 0.000392437
internal_weight=0 0.0638129 0.0622516 0.0603753 0.0583399 0.0415215 0.0358339 0.0223082 0.020622 0.0195577 0.0175274 0.0162023 0.0135257 0.0115215 0.0100919 0.0168184 0.0062305 0.0056876 0.0105879 0.00518492 0.00540301 0.0151902 0.00458655 0.0106037 0.00959675 0.00843881 0.00513429 0.00373798 0.00460195 0.00239269
internal_count=3121 3035 2871 2648 2469 2037 1680 670 569 548 401 368 1010 913 676 432 269 357 163 54 109 354 55 299 250 227 198 79 235 88
is_linear=0
shrinkage=0.00140032


Tree=1161
num_leaves=19
num_cat=0
split_feature=14 157 0 159 130 48 48 43 51 12 51 52 52 43 2 0 3 13
split_gain=0.000181821 0.000178696 0.000191213 0.000159167 0.000188336 0.000292883 0.000242583 0.0002166 0.000152962 0.000188353 0.000231741 0.00021388 0.000228678 0.000252916 0.000289561 0.000275583 0.000174367 0.000138536
threshold=0.076175000000000007 -0.077234999999999984 -0.11013499999999998 0.10461500000000003 -0.0015749999999999998 0.12879500000000002 0.10396500000000002 -0.45785999999999999 0.08955500000000001 0.10097500000000002 0.012085000000000002 -0.28430999999999995 -0.020999999999999994 -0.0037449999999999996 0.10731 -0.10224499999999999 -0.074084999999999998 -0.084034999999999985
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 -6 9 10 11 -9 -13 17 15 -15 -11 -14
right_child=-2 3 -4 -5 5 -7 -8 8 -10 16 -12 12 13 14 -16 -17 -18 -19
leaf_value=0.0027558740081355822 -0.0020463577392272089 -0.0020310764174399942 -7.9881133723776968e-05 -0.0019619250498239859 0.0021617852878797229 -0.0022538390310843153 0.0022455938441850762 -0.0024241933486893364 -0.0013210595671030859 0.0024716964481505234 0.0018053630270044663 0.0014992064198495574 -0.00065769571743146105 -0.00099447371117582857 -0.0015904954711780117 0.0021411034115676789 -0.00012881004243583822 -0.0031335770921350546
leaf_weight=0.0011189364386723355 0.001012374091278633 0.0010079799085187793 0.0011023841425918937 0.00101325127257501 0.0011120528080907849 0.0011437376422218639 0.0013405457149613378 0.0010854318851744012 0.0019226763186140907 0.0013900123421179966 0.0012534334306546499 0.0015958313216427574 0.0010383824460474785 0.0010159254152339869 0.0015101594844053601 0.0018403816651073749 0.0010623204860401589 0.0010732997675569908
leaf_count=39 101 253 330 206 49 69 105 163 225 80 59 209 218 66 78 276 150 445
internal_value=0 4.69319e-05 0.00134856 -9.47627e-05 2.79754e-06 0.000114312 0.000271416 0.00010497 -4.97033e-05 0.000140298 -0.000143466 -0.000410156 -0.000139397 -0.000543052 0.000120975 0.00102585 0.00134519 -0.00191611
internal_weight=0 0.0226267 0.00222132 0.0204054 0.0193922 0.0183842 0.0172405 0.0158999 0.0147879 0.0128652 0.0104128 0.00915941 0.00807398 0.00647815 0.00436647 0.00285631 0.00245233 0.00211168
internal_count=3121 3020 369 2651 2445 2192 2123 2018 1969 1744 1514 1455 1292 1083 420 342 230 663
is_linear=0
shrinkage=0.00483252


Tree=1162
num_leaves=31
num_cat=0
split_feature=31 1348 14 1456 457 457 1213 484 403 52 133 1 15 2 2 0 0 43 160 484 47 4 2 0 4 4 3 16 49 52
split_gain=0.00117741 0.000897474 0.00106028 0.000734223 0.00057714 0.000853221 0.000677961 0.000605016 0.00107651 0.00076813 0.000742464 0.000567644 0.000836025 0.00104203 0.000705012 0.000644349 0.000517875 0.0006167 0.000571688 0.000446204 0.000445356 0.00053888 0.000922336 0.000472043 0.000447238 0.00121402 0.00065271 0.000511933 0.000347568 0.000329161
threshold=-1.0000000180025095e-35 0.090205000000000021 0.076175000000000007 -1.0000000180025095e-35 -0.15747999999999998 -0.072694999999999996 -0.080769999999999995 0.085515000000000022 -0.083259999999999987 -0.43320999999999993 -0.25159999999999993 0.10752500000000002 -0.095869999999999983 0.099515000000000006 0.10327000000000001 0.18019500000000002 -0.20211999999999997 -0.24021999999999996 -1.0000000180025095e-35 0.091880000000000003 0.085270000000000026 -0.35136499999999998 0.096540000000000015 -0.059114999999999994 0.0061450000000000003 -0.0024449999999999997 0.076840000000000006 -0.078844999999999985 0.005085000000000001 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -8 -10 -11 12 13 -12 20 29 -13 -18 -19 -9 21 22 -14 24 25 27 -26 -23 -20 -16
right_child=1 -3 -4 4 5 6 7 19 9 10 11 16 14 -15 15 -17 17 18 28 -21 -22 23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0013731835662776108 -0.0010111487074617172 0.0010391629758737116 -0.0012025479718539667 0.00094730135583518651 -0.0010266598751947687 -0.00098025394460430184 -0.001265437479486978 0.00105164875023425 -0.0010955203474714735 -0.0010704768707009359 -0.0010699699287758742 -0.00028860687636154644 -0.0013730959803658995 0.00045336867838764201 -0.00030519590566297416 0.00030629494636771816 -8.7322143485902876e-05 3.0372117294935297e-05 0.0012419419883432726 0.00010607830695354358 0.0011163625240272342 0.00066798694688987074 0.00035906111876311217 0.0010431941999713625 -0.00010597513400274982 -0.001361467043369882 0.0013731032888656628 -0.00032223434037927182 0.0004797636035482014 -0.0013317211862535875
leaf_weight=0.0011080201277433579 0.0014544189104781493 0.001362767276646081 0.001563250715760133 0.0011334881094526841 0.001606102171795242 0.0013022142991851995 0.0012799956117783831 0.0017682876103961567 0.0011292077082652998 0.0010656045068531119 0.0027727188816108984 0.0019944248548142704 0.0010406891790282107 0.0012181578953729399 0.0010900661198363073 0.0014338595428853296 0.002556287235165656 0.0017232923809444864 0.0029693953025051716 0.002009458516525342 0.0010380730656329726 0.0026360619324692263 0.0013070826271261993 0.0014638913066136417 0.0010315109127869704 0.0010348896012308817 0.0012363042446850159 0.0015701303950410583 0.0018181150799438939 0.0012801286292489777
leaf_count=86 270 38 99 32 154 286 389 84 192 153 104 28 25 41 73 9 17 62 152 114 41 164 20 20 46 62 10 238 53 59
internal_value=0 -5.8635e-05 -9.14955e-05 -5.19891e-05 -1.91724e-05 -4.56488e-05 -6.0307e-06 2.69489e-05 -2.9868e-05 1.7469e-05 5.64024e-05 9.48712e-05 -4.22845e-05 -0.000604993 9.66589e-05 -0.00042015 0.000344763 0.000484081 0.000708426 0.000548681 0.000255735 0.000176818 -0.000408747 0.000330033 0.000191 -2.93953e-05 0.000700348 0.000298347 0.000952496 -0.000859616
internal_weight=0 0.0468899 0.0455271 0.0439639 0.0425094 0.0413759 0.0397698 0.0384676 0.0346899 0.0334099 0.0322807 0.0312151 0.0201536 0.00399088 0.0161627 0.00380405 0.0110615 0.00906709 0.0065108 0.00377775 0.0123586 0.0113206 0.00234777 0.00897279 0.0075089 0.00524108 0.00226782 0.00420619 0.00478751 0.00237019
internal_count=3121 3035 2997 2898 2628 2596 2442 2156 1958 1569 1377 1224 912 145 767 141 312 284 267 198 626 585 45 540 520 464 56 402 205 132
is_linear=0
shrinkage=0.00137286


Tree=1163
num_leaves=18
num_cat=0
split_feature=1 52 3 133 12 0 4 16 43 0 16 0 2 0 4 16 16
split_gain=0.000166733 0.000259935 0.000267849 0.000287089 0.000282059 0.000354865 0.00021235 0.000350599 0.000228182 0.000163877 0.000184665 0.000246553 0.000221787 0.000168643 0.000155357 0.000150383 0.000236305
threshold=0.10781 0.11434500000000002 0.090900000000000009 0.099660000000000012 0.092355000000000007 -0.071924999999999989 0.053180000000000012 -0.083539999999999989 -0.077319999999999986 -0.036484999999999997 -0.071854999999999988 -0.18113999999999997 0.11144000000000001 -0.089019999999999974 -0.35136499999999998 -0.094359999999999986 0.25084500000000004
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 7 -1 -9 10 11 -2 -13 -12 -7 -4 -17
right_child=9 -3 15 -5 -6 14 -8 8 -10 -11 13 12 -14 -15 -16 16 -18
leaf_value=0.00036008376463002979 -0.00093283012233268906 -0.0018817985530403375 -0.00051038805903786603 -0.002724380913561367 -0.0020859099339924298 0.00039789763098266887 0.0008355919706423999 -0.00091337682168046047 -0.003920480418978356 0.0018400724730709811 0.00042240194846706632 0.00053198734636373851 0.0032285886620750607 -0.001764795912981406 0.0025317191927449042 0.0029239541703680195 0.00021978629151178891
leaf_weight=0.0016664983043482868 0.0010789274098428336 0.0018348048164646405 0.0010013488779279101 0.0010065779290260321 0.0013680530507868835 0.0014290088966593117 0.0015066564024304174 0.0010113905857386824 0.0010004950093687719 0.0014656193280667695 0.001403688411324211 0.0015118203674386876 0.001016787463402169 0.0014069146512687425 0.0012976449222614744 0.001247828751900216 0.0013312589872445102
leaf_count=335 53 390 37 354 365 66 118 385 301 137 59 70 127 138 93 43 50
internal_value=0 -0.000302636 -9.36865e-05 -0.00045976 -0.000214115 0.000109547 -0.000576114 -0.00115434 -0.00240879 0.000493096 0.000185506 0.000853935 0.00161633 -0.000672452 0.00141341 0.000958014 0.00152813
internal_weight=0 0.0157016 0.0138668 0.0102863 0.00927975 0.00791169 0.00518504 0.00367838 0.00201189 0.00788376 0.00641814 0.00360754 0.00252861 0.0028106 0.00272665 0.00358044 0.00257909
internal_count=3121 2537 2147 2017 1663 1298 1139 1021 686 584 447 250 197 197 159 130 93
is_linear=0
shrinkage=0.0044645


Tree=1164
num_leaves=18
num_cat=0
split_feature=1 0 159 42 0 2 3 0 1 16 52 48 0 49 0 14 15
split_gain=0.000145217 0.000186785 0.000171532 0.000188697 0.00019442 0.000219541 0.000191662 0.000181128 0.000202048 0.000278057 0.000283538 0.000271912 0.000149053 0.000208585 0.000229229 0.00012759 0.000211754
threshold=0.104035 -0.019414999999999998 0.090025000000000008 0.094935000000000005 0.041630000000000007 0.10327000000000001 -0.10831999999999999 -0.077999999999999986 0.094385000000000011 -0.083539999999999989 -0.065544999999999978 0.085325000000000012 -0.053834999999999994 -0.043469999999999995 -0.075684999999999988 -1.0000000180025095e-35 -0.10653
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 12 3 4 5 7 -6 8 9 11 -11 -1 13 -2 15 -15 -17
right_child=1 -3 -4 -5 6 -7 -8 -9 -10 10 -12 -13 -14 14 -16 16 -18
leaf_value=0.0010716479717661593 0.0016543469916894006 0.0020150185192541106 -0.0019815807150554334 -0.0017646876270858483 0.0023766570736396776 -0.0021080011768969662 4.6412899870456493e-05 0.0012705581576163976 0.0012939157494508983 -0.00016678169029130064 -0.0030821272191719836 -0.0015509745293957151 -0.0012724781986835289 -0.0017638624949406114 0.0016685942078197987 0.00093453356355368937 -0.001199219537216924
leaf_weight=0.0019799184220608591 0.001726830370595068 0.0010836101956054342 0.0010026631044514076 0.0011978592680418352 0.0010639501742808477 0.0010520041547614776 0.0015131974443658444 0.0014699342448731799 0.0010849911473092 0.0010730989714617979 0.0013127342657119311 0.0010820780623334025 0.0011160889970671653 0.0010202012415305725 0.0011247333430857145 0.0017625330089519062 0.0015445064615064999
leaf_count=428 117 155 231 362 57 195 46 182 64 179 604 82 81 38 110 122 68
internal_value=0 0.000372367 -0.000305761 -0.000174794 -1.10655e-05 -0.000301233 0.00100843 -6.37234e-05 -0.000363947 -0.000694127 -0.00177086 0.00014484 0.000157778 0.00038014 -2.3446e-05 -0.00046324 -6.20059e-05
internal_weight=0 0.0093785 0.0138324 0.0128298 0.0116319 0.00905476 0.00257715 0.00800276 0.00653282 0.00544783 0.00238583 0.003062 0.00829489 0.0071788 0.00545197 0.00432724 0.00330704
internal_count=3121 691 2430 2199 1837 1734 103 1539 1357 1293 783 510 536 455 338 228 190
is_linear=0
shrinkage=0.004207


Tree=1165
num_leaves=17
num_cat=0
split_feature=128 124 484 1 42 0 151 3 52 2 16 13 15 3 13 1375
split_gain=0.000139297 0.00014551 0.000178451 0.000192028 0.000350129 0.000345619 0.000228347 0.000187583 0.00027726 0.000230618 0.000403128 0.000289963 0.000459735 0.000240044 0.000219028 0.000182584
threshold=0.086435000000000012 -0.043384999999999993 -0.0068949999999999992 0.12337000000000002 0.091735000000000025 -0.052984999999999997 -0.090369999999999992 -0.15447499999999995 0.11434500000000002 0.088930000000000023 -0.088394999999999987 -0.076384999999999995 -1.0000000180025095e-35 0.16158000000000003 -0.033284999999999988 -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 6 -5 -4 -8 9 10 -9 13 15 -11 -12 -13
right_child=-2 2 3 5 -6 -7 7 8 -10 11 14 12 -14 -15 -16 -17
leaf_value=0.0011954554984380467 -0.0016057162146040273 -0.0017260896829819599 -0.0018785352777073014 0.0027504574513143257 -0.0019380344724565131 -0.00043994179259391981 0.0019860082458630661 -0.0026019924182814264 -0.0020435603808376807 0.0031350148759584839 -0.0011701315154424149 0.0022559261780555817 -0.0025093321125499455 0.00035478437556667755 0.0013395288644460321 -1.9884037154678387e-05
leaf_weight=0.0019940693841669068 0.0010676484530459098 0.001216902383764761 0.0010767004700760205 0.0013387915795406435 0.0019166765473089811 0.0013686980644873606 0.0011456277082317863 0.0012684058802594472 0.0010971302727254559 0.001527914636343386 0.0011041714536292862 0.0012656156181662936 0.0010134422146168554 0.0010404942963582187 0.0018619604398897385 0.0015796321809253833
leaf_count=247 207 468 119 113 438 85 141 195 204 94 200 17 129 31 255 178
internal_value=0 4.58851e-05 -6.97593e-05 3.85752e-05 -0.000148602 0.00113764 9.67124e-05 0.000261521 9.3508e-05 0.000313422 -0.000495511 0.000846393 7.27353e-05 0.00200871 0.000405283 0.000992436
internal_weight=0 0.0218162 0.0198222 0.0186053 0.0158978 0.00270749 0.0139811 0.0129044 0.0117588 0.0106616 0.00423454 0.0064271 0.00385869 0.00256841 0.00296613 0.00284525
internal_count=3121 2914 2667 2199 2001 198 1563 1444 1303 1099 650 449 324 125 455 195
is_linear=0
shrinkage=0.0044645


Tree=1166
num_leaves=31
num_cat=0
split_feature=31 39 42 156 151 1348 14 15 150 1456 157 16 1213 43 376 457 1 42 1 16 123 4 2 1374 160 0 13 131 13 12
split_gain=0.0013073 0.00130045 0.00107909 0.00101297 0.000861166 0.00116331 0.00129459 0.00105221 0.000837764 0.0013558 0.000837652 0.000759735 0.00100273 0.000642917 0.00136334 0.000643367 0.000767659 0.00163717 0.000996397 0.000825656 0.000739947 0.000743107 0.000859227 0.000715385 0.0010264 0.000913233 0.000796283 0.000879127 0.000888431 0.000699509
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 -1.0000000180025095e-35 -0.5225749999999999 0.090205000000000021 0.076175000000000007 -0.47006499999999996 -0.22665999999999997 -1.0000000180025095e-35 0.087580000000000005 -0.54165499999999989 -0.082704999999999987 0.24789500000000006 0.088470000000000007 -0.0029299999999999994 1.0000000180025095e-35 -1.0000000180025095e-35 0.083835000000000007 0.0057500000000000008 0.083745000000000014 -0.084369999999999987 -1.0000000180025095e-35 -0.094929999999999987 0.032695000000000009 -0.20211999999999997 -0.093839999999999993 0.10033500000000002 -0.0079349999999999993 0.090995000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 7 -6 -9 -10 11 -11 -13 14 15 -14 17 -17 -18 29 21 -20 -23 -24 25 -25 -27 28 -28 -19
right_child=1 -3 3 4 5 -7 -8 8 9 10 -12 12 13 -15 -16 16 18 19 20 -21 -22 22 23 24 -26 26 27 -29 -30 -31
leaf_value=0.0015163276649818229 -0.0015160235107972936 0.0015163198974139146 -0.0015158292258553873 -0.0014121604426279404 0.0015158690013146784 0.0014810275492118292 -0.0013381765123039347 0.0010303604395947613 -0.0015158579825603762 0.0011878971875555868 -0.0012340967086374483 -0.0015158227924842547 -0.00066108609480084487 -0.00084111197454125788 0.0015073932711698582 -0.0015159154823408626 0.0013404043110753245 -0.00013486486953098677 -0.00068835404286209806 0.00033055691663479939 0.0011822763759892327 -0.00081804598734154586 -0.00056853781277934744 -0.0010811752313147967 0.0013210452658144762 0.0011455808154051919 -0.0013129492903880917 0.0010883794869451175 0.00016807235224082777 -0.0015159035590070215
leaf_weight=0.0012157254570452905 0.001219499650282784 0.0011589981678810082 0.0010965446429489481 0.0010357623462660106 0.0010232090020654274 0.0011652328901305955 0.0017330511006061746 0.0016291600228441885 0.0014542586793964132 0.0012174101121526911 0.0012855970131855346 0.0010138728802560051 0.0031250010074947978 0.0019410619343611648 0.0014259536428746769 0.0019560629599375554 0.0017078172957951656 0.00285733276499546 0.0026586899219829254 0.0064635322649650995 0.0014375778478701298 0.0017727990780773651 0.0018856075996041008 0.0011040456697628516 0.0024108223354097911 0.0023106016372018709 0.0012460805105680714 0.0015936896897308372 0.0036754380266437233 0.001195050292333466
leaf_count=86 18 21 163 47 69 33 93 23 231 39 106 262 181 152 34 359 28 244 116 119 89 50 20 11 37 61 166 43 84 136
internal_value=0 -7.25011e-05 -0.000106202 -7.40186e-05 -4.38032e-05 -1.61697e-05 -5.09753e-05 -4.87577e-06 -3.77262e-05 -7.57705e-05 -2.8479e-05 7.56739e-06 -2.68249e-05 1.02062e-05 5.27668e-05 -2.69365e-06 5.73346e-05 -0.000242591 0.0002289 -5.74078e-06 0.000134438 5.37024e-05 0.000177016 0.000301015 0.000433879 0.000218488 0.000381066 0.000109933 -0.000206908 -0.000542134
internal_weight=0 0.0557998 0.0546408 0.0534213 0.0523247 0.051289 0.0501237 0.0483907 0.0473675 0.0457383 0.044284 0.0429984 0.041781 0.0407672 0.0388261 0.0374001 0.0342751 0.012472 0.0218032 0.0105159 0.0200954 0.0186578 0.0159991 0.0142263 0.0123407 0.00992986 0.00882581 0.00651521 0.00492152 0.00405238
internal_count=3121 3035 3014 2996 2833 2786 2753 2660 2591 2568 2337 2231 2192 1930 1778 1744 1563 858 705 499 677 588 472 422 402 365 354 293 250 380
is_linear=0
shrinkage=0.00151575


Tree=1167
num_leaves=17
num_cat=0
split_feature=147 11 0 1 52 52 3 52 16 3 2 3 1 12 0 0
split_gain=0.000142 0.00018919 0.000151634 0.000209011 0.00028944 0.000189453 0.000262902 0.000261853 0.000221834 0.000186522 0.000388511 0.000302843 0.000233446 0.00015387 0.000155585 0.000114867
threshold=0.08955500000000001 0.089270000000000002 0.18019500000000002 0.10557500000000002 0.10160000000000001 -0.12005499999999998 0.090900000000000009 -0.090859999999999982 -0.056919999999999991 0.10893000000000001 1.0000000180025095e-35 0.13524500000000003 0.13075500000000004 0.088365000000000013 -0.10224499999999999 -0.077999999999999986
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 13 10 12 -11 -5 14 -9 -10
right_child=-2 -3 -4 9 -6 6 -8 8 15 11 -12 -13 -14 -15 -16 -17
leaf_value=-0.0020153783359562181 0.0013700240807003497 -0.0019524737705647998 0.001509311628886867 -0.00097941133388517766 -0.0021699736213327018 0.0017350855185550812 0.0015165343202899599 -0.00071765804854679563 -0.0029373863148816483 -0.0017861667143675888 0.0030616253230438964 0.00099008825149113724 0.0016644062294755323 -0.001475375166625912 0.0013365282680963548 -0.0009162189999843939
leaf_weight=0.0010266646421904198 0.0013589140005889613 0.0010650986702729339 0.0012117342769579756 0.0015739958379490373 0.0017287306306629233 0.0010178181933091484 0.0018402229786005364 0.0012982225405018238 0.0010195508362811356 0.0015005445800824191 0.0013575358413202565 0.0016380826251527481 0.0011535562759200646 0.0011514537827418958 0.0016936771573187182 0.0012446103775167819
leaf_count=348 118 103 25 138 470 74 63 86 339 30 176 144 50 459 385 113
internal_value=0 -0.000118025 -2.25109e-05 -0.000118962 -0.000479635 -0.000195717 5.90939e-06 -0.000368469 -0.000702614 0.000481233 0.00111005 -0.00033721 0.000138731 -8.85415e-05 0.000445191 -0.00182635
internal_weight=0 0.0215215 0.0204564 0.0192447 0.012021 0.0102922 0.00926556 0.00742533 0.00640751 0.00722372 0.00408509 0.00313863 0.00272755 0.00414335 0.0029919 0.00226416
internal_count=3121 3003 2900 2875 2337 1867 1519 1456 1382 538 364 174 188 930 471 452
is_linear=0
shrinkage=0.0044645


Tree=1168
num_leaves=31
num_cat=0
split_feature=39 52 39 3 151 1348 1456 14 133 1374 1374 1374 1 11 3 1213 42 49 151 52 133 159 3 403 47 39 15 0 2 15
split_gain=0.00126932 0.00101657 0.000990229 0.00119172 0.000960439 0.00119728 0.00136676 0.0012054 0.000848874 0.000750013 0.000876382 0.000741367 0.000841907 0.00127089 0.000979985 0.000950148 0.000868363 0.000861704 0.000984362 0.000900683 0.000829721 0.000809751 0.000759102 0.000978421 0.000727915 0.000662648 0.000805478 0.00159369 0.00053295 0.000492508
threshold=0.16946000000000003 -0.52017999999999986 0.15009500000000003 0.31299000000000005 -0.40381499999999992 0.090205000000000021 -1.0000000180025095e-35 0.076175000000000007 -0.25159999999999993 -0.094929999999999987 -1.0000000180025095e-35 0.093235000000000012 0.111945 0.088710000000000011 -0.12018999999999998 -1.0000000180025095e-35 -0.095859999999999987 -0.088694999999999982 0.079100000000000018 0.11434500000000002 0.039215000000000007 0.10395500000000001 0.092670000000000016 -1.0000000180025095e-35 0.13148500000000005 0.084020000000000011 0.083935000000000023 -0.098289999999999975 0.086590000000000014 -0.10203999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6 8 -8 -10 -11 12 13 14 20 -16 -17 18 -18 21 28 22 23 -19 -14 26 27 29 -12 -25
right_child=-2 2 -4 -5 5 -7 7 -9 9 10 11 -13 24 -15 15 16 17 19 -20 -21 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0011012368969913588 0.0012687646313027912 -0.0011276334832039533 -0.0012575494045342888 0.001268368166006094 -0.0010432475442181642 0.0012370213101531426 -0.00101044788543631 -0.0010787365374539803 -0.00074662356897685659 0.0011761741411790293 -8.2360928516509764e-05 -0.00090152108687956026 0.00062577016356751012 -0.001268606554810499 -0.0012683650194455305 -0.0010257817519866352 -0.001178691772756162 -0.00086668894482871235 0.00033568819164397912 -0.00066442586832776772 -0.00031871324359923582 -0.00081640574570921917 0.00076390435891604493 -0.00026842793262251606 -0.00030856449929297729 0.0010595810845253086 0.00073182335116124813 -0.00092226680231269397 0.00092307443670325165 0.00075146242583402857
leaf_weight=0.0014653925724601438 0.0011830659987523964 0.0012630167468827827 0.001038256435663242 0.0011532376734066921 0.0020860368854611613 0.0012129141711341154 0.0011986239638708254 0.0015942778473458921 0.0017350538294778053 0.001192144127003302 0.0010610493574176759 0.0012183160940750773 0.0071390390984258367 0.0012087145994428275 0.0010095360350987894 0.0012811156837924101 0.0017856707606105351 0.0013587291594190356 0.0011257458530504749 0.0019629616564040822 0.0016099457320848387 0.001084556331066632 0.0043968443496282808 0.0011190519367971774 0.0016516174167122699 0.0014934310007959075 0.0025931391615898747 0.0023618142251391767 0.0042249394432474219 0.0023848340022816061
leaf_count=224 23 64 11 119 265 27 164 76 35 13 28 41 227 20 402 100 42 358 33 181 32 70 48 22 31 71 69 235 56 34
internal_value=0 -5.87719e-05 -3.07651e-05 -6.96011e-06 -3.50531e-05 -8.04305e-06 -3.83205e-05 5.54353e-06 4.29626e-05 7.10224e-05 0.000103814 7.34269e-05 0.000102502 7.16479e-06 5.71445e-05 -6.41276e-05 -1.11501e-05 4.88431e-05 -0.000593133 0.000148498 0.000478461 0.000243525 0.000316709 0.000142873 0.000450224 0.000280703 0.00014319 -0.000117035 0.000721255 0.000425735
internal_weight=0 0.05601 0.0545446 0.0535064 0.0523531 0.0510901 0.0498772 0.0477912 0.0461969 0.0449982 0.0432632 0.0420711 0.0408527 0.0320621 0.0308534 0.0239574 0.0229479 0.0216668 0.00291142 0.0187554 0.00689593 0.0167924 0.0157078 0.011311 0.00879066 0.00995227 0.00845884 0.0058657 0.00528599 0.00350389
internal_count=3121 3098 2874 2863 2744 2680 2653 2388 2312 2148 2113 2100 2059 1801 1781 1665 1263 1163 75 1088 116 907 837 789 258 431 360 291 84 56
is_linear=0
shrinkage=0.00126831


Tree=1169
num_leaves=18
num_cat=0
split_feature=45 15 159 159 457 1374 1 51 16 42 42 43 48 2 0 0 4
split_gain=0.00014067 0.000199841 0.000152569 0.000219669 0.000145478 0.000346193 0.00021918 0.000314922 0.000238728 0.000239208 0.000286728 0.000229455 0.000273674 0.000187732 0.000185343 0.000175806 0.000170053
threshold=1.0000000180025095e-35 -0.23909999999999995 0.091530000000000014 0.076905000000000015 0.087995000000000004 -0.035729999999999991 0.12500000000000003 -0.010009999999999998 0.38525000000000004 0.10077000000000001 -1.0000000180025095e-35 -0.072864999999999985 0.086035000000000014 0.086950000000000013 -0.10096999999999999 -0.050064999999999991 0.056795000000000005
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 -6 7 -3 9 10 -9 13 14 -12 16 -8 -13
right_child=-2 2 -4 -5 5 -7 15 8 -10 -11 11 12 -14 -15 -16 -17 -18
leaf_value=0.001312533836004618 -0.0015032475997149668 -0.0025672190400669492 -0.0015595793490269408 0.0017066724716273296 -0.00090654734893046195 0.0020833328902580585 0.0020695454820445405 -0.001668590420662268 0.0014575917094660498 -0.0023044522901559204 0.0022392112941437402 0.0017428322739351594 -0.0019391724805250786 -9.8577886673683669e-05 -0.00090064369800184764 -0.00023081586194158209 -0.00033563528263527481
leaf_weight=0.0018534783338018937 0.001007368682579112 0.0010563630002337629 0.001071710365971367 0.0011689630526787722 0.0011187631280265009 0.0014590373401446302 0.0011026843324302149 0.0019000366090283242 0.0011864452610272922 0.0010322952496658053 0.00122663765673492 0.0014502783623004945 0.0013554456957443062 0.0010360477006510216 0.0016838673040142612 0.0010707186055789472 0.0011572165319897465
leaf_count=242 62 431 266 150 36 84 48 632 44 237 158 47 75 195 360 25 29
internal_value=0 4.2119e-05 -7.51667e-05 8.54169e-06 -0.000102754 0.000785728 -0.00025286 -0.000450381 -0.000264473 -0.000452923 -0.000258079 8.07575e-05 -0.000355213 0.00116877 0.000145088 0.000936281 0.0008204
internal_weight=0 0.02193 0.0200765 0.0190048 0.0178358 0.0025778 0.015258 0.0130846 0.0120283 0.0108418 0.00980953 0.00790949 0.00564681 0.00226269 0.00429136 0.0021734 0.00260749
internal_count=3121 3059 2817 2551 2401 120 2281 2208 1777 1733 1496 864 511 353 436 73 76
is_linear=0
shrinkage=0.00404364


Tree=1170
num_leaves=31
num_cat=0
split_feature=31 39 42 401 1456 453 1348 14 133 52 123 13 13 1374 133 1 1447 1 11 159 3 151 12 12 0 133 1374 40 4 4
split_gain=0.00139648 0.00128459 0.00117311 0.00104168 0.000951922 0.000955828 0.00101843 0.00115839 0.000936288 0.00117745 0.00101648 0.000952777 0.00120945 0.000853896 0.000850795 0.00106952 0.000736258 0.000729687 0.00132394 0.00110255 0.00156376 0.000811458 0.000945796 0.000834085 0.000927834 0.0016965 0.000971092 0.000712962 0.00057689 0.000479631
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 0.10076500000000001 -1.0000000180025095e-35 0.10218000000000001 0.090205000000000021 0.078400000000000011 -0.25159999999999993 -0.52017999999999986 0.083745000000000014 -0.53104499999999988 -0.39067499999999994 0.093235000000000012 0.09389500000000002 0.090405000000000013 -1.0000000180025095e-35 0.11230000000000001 0.08976000000000002 0.091530000000000014 -0.12018999999999998 -0.090369999999999992 0.092355000000000007 0.088305000000000008 -0.13455999999999999 0.083950000000000011 -0.094929999999999987 -0.081804999999999975 -0.0035949999999999997 0.26790000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 8 -6 -10 11 -11 -13 14 16 -16 -14 18 19 20 -18 -22 23 24 26 -26 -23 -12 -28 -19
right_child=1 -3 3 -5 5 -7 -8 -9 9 10 27 12 13 -15 15 -17 17 29 -20 -21 21 22 -24 -25 25 -27 28 -29 -30 -31
leaf_value=0.0011955023763083013 -0.0011954169178087324 0.0011956036498603018 -0.0007924625381063793 -0.0011654689449659774 -0.00084910245443152216 -0.0010559679935439816 0.0011598335064757993 -0.0010894131390464831 -0.0011952215574613126 -0.00080190138158268618 3.6392720560500847e-05 0.00087388994430568745 -0.00072283206908025136 -0.00090245003824451981 -0.0010828564360304417 0.0003256152280984303 0.00084825356262706688 0.00031150675545036754 -0.0011954245700037383 -0.00072298104266523412 -0.00093685445961735122 -0.00044867006063209957 -0.0008525249244272998 0.00079007190305306651 -0.0010369013028036396 0.00055266399414189587 -1.2673802716993592e-05 0.0011903966008751021 0.00084008301072293365 0.0010248668316226296
leaf_weight=0.0012964085877911194 0.0013265110021904994 0.0011419009406523619 0.0022553321073202062 0.0011858961612269949 0.0016606198579207634 0.0011928050789720137 0.0011076512360830284 0.001353225094788967 0.0010352271991906905 0.0018200388483364796 0.0012521884579825837 0.0025779358730844129 0.0014087191494018816 0.0013597608823516785 0.0019377263305906381 0.0012779915334828473 0.0043065124659244875 0.0049041861087175667 0.0011382654495264424 0.0019939102051456095 0.0011337802085162876 0.001769285856425995 0.0013266858131548718 0.0027721468518970846 0.0024046493356136072 0.0015953522203395742 0.0016461146648794056 0.0019643868634728881 0.0036364641292720825 0.0018557304506003902
leaf_count=86 18 21 286 164 175 18 32 62 189 15 65 78 150 41 311 89 64 49 19 115 94 13 128 166 336 92 31 101 35 78
internal_value=0 -5.91168e-05 -8.50732e-05 -5.77331e-05 -3.27996e-05 1.17312e-06 2.67824e-05 7.07132e-07 3.22431e-05 6.46827e-05 9.42705e-05 4.33534e-05 8.27538e-05 2.6827e-05 6.28191e-05 -0.000523101 0.000121899 0.000160936 6.22292e-05 0.000125614 0.000207787 3.84126e-05 0.000111395 0.000203902 5.6873e-05 -0.000402922 0.000317681 0.000741152 0.000574354 0.000507338
internal_weight=0 0.056341 0.0551991 0.0538726 0.0526867 0.0504314 0.0492386 0.0481309 0.0467777 0.0451171 0.0440818 0.0408653 0.0390452 0.0364673 0.0351075 0.00321572 0.0318918 0.0304831 0.0237232 0.0225849 0.020591 0.0162845 0.0151507 0.013824 0.0110519 0.004 0.00705186 0.00321658 0.00528258 0.00675992
internal_count=3121 3035 3014 2996 2832 2546 2528 2496 2434 2259 2070 1904 1889 1811 1770 400 1370 1220 1093 1074 959 895 801 673 507 428 79 166 66 127
is_linear=0
shrinkage=0.00119516


Tree=1171
num_leaves=31
num_cat=0
split_feature=39 42 1456 376 453 1348 14 4 160 52 1213 1374 33 1 4 42 1429 1374 457 43 38 12 151 13 1 2 4 403 15 42
split_gain=0.00118576 0.00118515 0.00104286 0.000928027 0.000859146 0.00106503 0.00131603 0.000889026 0.00102797 0.000895974 0.000822544 0.000762718 0.000688745 0.00076522 0.00147772 0.0008764 0.000679251 0.000722661 0.000893636 0.00068735 0.000702238 0.000817227 0.000831712 0.000651802 0.000580477 0.000514787 0.000482034 0.00160989 0.000468948 0.000940037
threshold=0.16946000000000003 -0.26584999999999998 -1.0000000180025095e-35 0.088470000000000007 0.10218000000000001 0.090205000000000021 0.076175000000000007 -0.49405499999999997 -0.40698999999999991 0.10611000000000001 -0.082704999999999987 0.093750000000000014 -1.0000000180025095e-35 1.0000000180025095e-35 -0.42529999999999996 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.094929999999999987 0.069910000000000014 0.21122500000000002 0.10386000000000002 -0.029094999999999999 0.061780000000000009 -0.17933499999999997 0.083835000000000007 0.13712500000000002 -0.0035949999999999997 0.03138500000000001 0.035560000000000008 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 9 -9 -4 -10 12 -12 14 -14 -16 -15 -18 19 20 21 -19 23 -23 -25 26 27 -26 29 -17
right_child=-2 2 3 -5 -6 -7 -8 8 10 -11 11 -13 13 16 15 28 17 18 -20 -21 -22 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0012939408110809311 0.0012940432689968356 -0.00087830080324313676 -0.0011456626829939097 0.00078207346216359872 -0.0011771718024258715 0.0012631501342256889 -0.0011079478754587359 -0.0011729143102824598 -0.0010143442244112412 0.00031715235101936105 -0.00090129373453527186 -0.00092575710367266727 0.0012939223983004871 -0.00063776486505552491 -0.0012937317056204785 7.6316486793981527e-05 -0.00040442078633971953 0.0011573208130692958 0.0010870018712680818 -0.00067504875532894211 -0.0007081902433081445 0.0012937841085659053 -0.00062470298240341609 0.0010926001264318043 -0.00088336041334651817 0.0010254543820869592 0.00032304074206955383 0.00088080985676433827 0.00016459636432640803 -0.0010737944806827387
leaf_weight=0.0012915687788677124 0.00108887779707345 0.0023836169033106805 0.0021274341653345552 0.0024021999711063549 0.0010893049623064135 0.0010664849463068995 0.0018706432990391866 0.0011310252411682589 0.0011275943582811357 0.0010449615210657015 0.0010480367108094404 0.0011683496061678502 0.0011262446091677607 0.0013011431230687256 0.0012248326950885522 0.0028076640296035467 0.0021308380185018896 0.0021389888779270718 0.0026755858322236028 0.0011568966464423616 0.0010025264459727614 0.0012461158887333507 0.0014592427140200917 0.0014770662905334636 0.0023398594692505227 0.0012697068486886573 0.0090277885879714911 0.0013740769335868208 0.0046148637150964511 0.0020635104007689087
leaf_count=18 23 287 129 58 16 32 82 162 258 13 35 37 10 44 439 33 23 172 79 52 19 47 32 16 235 26 144 16 234 350
internal_value=0 -6.85361e-05 -4.07191e-05 -4.09528e-06 -4.0336e-05 -1.60647e-05 -4.33745e-05 -1.95904e-06 4.47923e-05 -0.000663823 7.62502e-05 0.000105081 0.000134113 0.000160949 -0.000115675 -0.000263894 0.00027544 0.000318966 0.000380212 0.000296135 0.000348796 0.000400912 0.000311984 0.000393662 0.000321243 0.000239928 0.00016165 -0.000230655 -0.000130921 -0.00041089
internal_weight=0 0.0581882 0.0568966 0.054513 0.0521108 0.0510215 0.049955 0.0480844 0.044912 0.0031724 0.0437809 0.0426533 0.041485 0.040437 0.0118371 0.0107109 0.0285998 0.0272987 0.0251679 0.0224923 0.0213354 0.0203328 0.0181939 0.0167346 0.0154885 0.0140114 0.0127417 0.00371394 0.00948604 0.00487117
internal_count=3121 3098 3080 2793 2735 2719 2687 2605 2463 142 2301 2043 2006 1971 1066 1056 905 861 838 759 707 688 516 484 437 421 395 251 617 383
is_linear=0
shrinkage=0.00129368


Tree=1172
num_leaves=18
num_cat=0
split_feature=1447 403 453 4 0 12 15 43 0 1 4 52 16 2 1 49 2
split_gain=0.000147513 0.000212048 0.000169721 0.000334522 0.000211053 0.000302661 0.000183372 0.000229802 0.000227715 0.000286926 0.000371751 0.000411368 0.000229076 0.000180238 0.000169802 0.000149354 0.000104974
threshold=-1.0000000180025095e-35 0.090990000000000015 1.0000000180025095e-35 0.24564500000000003 0.18019500000000002 0.10645 -0.10203999999999998 0.13895500000000002 -0.053834999999999994 0.094465000000000007 -0.083854999999999985 -0.068719999999999989 0.22339500000000004 0.090050000000000005 0.111945 -0.043469999999999995 0.11177500000000001
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 10 -8 13 -10 -12 -5 -11 -17
right_child=1 -3 -4 14 -6 -7 7 -9 12 15 11 -13 -14 -15 -16 16 -18
leaf_value=-0.0015276801444516293 -0.0015810413743472089 -0.0017654509151947603 -0.0014697099166158332 0.00046120914698364186 0.0017068502836865927 -0.0023664894558499956 0.0018084984232695207 0.0018700650724087688 4.6723929621205599e-06 0.0025124162733284028 0.0012880664757909087 -0.0027064535379330889 -0.002200908559527621 -0.0010823019558179937 0.0022046416432745953 0.0015369020655809729 -0.00032935683248883448
leaf_weight=0.0011059224814482507 0.0012028019173462275 0.0010872886153486796 0.0010997229804523547 0.0019978669315285904 0.0011361531469074029 0.0010370968500105224 0.0011204453419686447 0.0012245590654714764 0.0018976975621976021 0.0011545905973875392 0.0011934761496087401 0.0014501321676525531 0.0014861437658826304 0.001082912446561779 0.0019574609238156571 0.0011030632315156552 0.001032982169284935
leaf_count=300 173 246 77 127 27 187 235 96 104 92 133 667 169 120 240 103 25
internal_value=0 4.64929e-05 0.000139523 0.000227667 -4.1308e-05 -0.000173844 -1.08206e-05 0.000137356 -4.68049e-05 0.000334587 -0.000316312 -0.000955174 -0.000963993 0.000160446 0.00132402 0.00129333 0.000634387
internal_weight=0 0.0222644 0.0211771 0.0200774 0.0161221 0.0149859 0.0139488 0.012746 0.0115214 0.0081376 0.00484697 0.00372652 0.00338384 0.00227639 0.00395533 0.00329064 0.00213605
internal_count=3121 2821 2575 2498 2131 2104 1917 1744 1648 1375 1155 920 273 253 367 220 128
is_linear=0
shrinkage=0.004207


Tree=1173
num_leaves=18
num_cat=0
split_feature=41 124 123 3 0 13 14 1 0 0 457 4 13 2 3 2 1
split_gain=0.000141973 0.000205694 0.000219584 0.00022369 0.000278139 0.000267161 0.000223611 0.00024977 0.000226774 0.000275462 0.000259256 0.000255976 0.000196701 0.000174386 0.000350144 0.000168387 0.000101465
threshold=0.078475000000000017 0.08919500000000001 1.0000000180025095e-35 -0.12018999999999998 -0.053834999999999994 -0.089109999999999981 -0.10708499999999999 0.12500000000000003 -0.10096999999999999 -0.084269999999999984 -0.0029299999999999994 -0.077679999999999985 0.073000000000000023 0.11215000000000001 0.090900000000000009 0.10613000000000002 0.095285000000000022
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 6 -6 -5 8 10 -10 -8 -11 -1 14 16 -14 -12
right_child=-2 -3 -4 4 5 -7 7 -9 9 11 13 -13 15 -15 -16 -17 -18
leaf_value=0.0017575991117145726 -0.0010462594957779553 0.0014927180770770865 0.0010917807581303509 -0.0016295411923378537 -0.00016597873451785759 -0.0023813020628108599 -0.0013322554018627996 0.0014893083131897499 -0.0022633314739171923 0.00089425074805272076 -0.00051503527832888008 -0.0012779560563319675 -0.00093568880420294345 -0.00059100601575838184 0.0020121600750894241 0.00098247922811548058 0.0007388722341079224
leaf_weight=0.0011966842185786543 0.001448063890551853 0.0010723892608526233 0.001827699391730552 0.0010179721220726643 0.0011751379185560573 0.0013269456575684202 0.0010618901797299074 0.001195669287863411 0.0010808893105581354 0.0012137079771510342 0.0015379926054572826 0.0012719200451090087 0.0010318428741582508 0.0013473574504239139 0.0017052347664403555 0.0010643961173144589 0.0014217819914543739
leaf_count=74 148 52 225 55 43 211 56 89 754 387 99 614 96 54 59 71 34
internal_value=0 4.82075e-05 -2.74417e-05 -0.000137129 -0.000308725 -0.00134085 -0.000107825 2.30479e-05 -0.000141711 -0.000837374 0.000209011 -0.000217289 0.000663105 0.000481225 0.000790909 3.82892e-05 8.73022e-05
internal_weight=0 0.0215495 0.0204771 0.0186494 0.0153565 0.00250208 0.0128544 0.0118364 0.0106408 0.00356652 0.00707426 0.00248563 0.00329292 0.00601237 0.00466501 0.00209624 0.00295977
internal_count=3121 2973 2921 2696 2455 254 2201 2146 2057 1755 302 1001 241 246 192 167 133
is_linear=0
shrinkage=0.00338353


Tree=1174
num_leaves=19
num_cat=0
split_feature=1447 403 1374 457 11 4 150 0 160 51 12 4 4 0 47 16 4 0
split_gain=0.000132755 0.000170991 0.000132158 0.000267904 0.000229898 0.000206266 0.000254651 0.000282501 0.000212383 0.000264583 0.000245764 0.000180796 0.000405522 0.00017677 0.000135379 0.000130801 0.000113998 6.59129e-05
threshold=-1.0000000180025095e-35 0.090990000000000015 -0.094929999999999987 0.088350000000000026 0.089270000000000002 0.27287000000000006 -0.084634999999999988 0.18019500000000002 -0.082869999999999985 0.045645000000000005 -0.029094999999999999 0.053180000000000012 -0.083854999999999985 -0.11756999999999999 0.10728500000000002 -0.08947999999999999 -0.27825499999999997 -0.17169499999999996
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 6 -4 8 -8 10 -10 12 16 -13 -15 -11 -12 -7
right_child=1 -3 3 -5 -6 17 7 -9 9 15 11 13 -14 14 -16 -17 -18 -19
leaf_value=-0.0012792251416333862 -0.0010607437581157614 -0.0014076911654261855 0.0018018813061777179 0.0017190089085864207 -0.0015949412766197895 0.00060806437150590662 -0.001605169048093213 0.00176209951739771 -0.001699643587066783 0.0020386672500117553 -0.00058095301678013364 -0.00066963371100779365 -0.0020571480888966686 0.00033529267575519735 0.0021294551355845542 0.00020331173280110768 0.00091187346002381266 0.001916174934295472
leaf_weight=0.0010710769858162652 0.0012065897914812487 0.0010390426652480958 0.0010019553493331177 0.0014214597863932968 0.0010508075321906665 0.0010457060639361693 0.0013967225734680686 0.0010020663008187833 0.001527079026246712 0.0010042220119732548 0.0012196308619145668 0.0010910858318560201 0.0015936249614046973 0.0012874649134539951 0.0010040539648343838 0.0010820905507160647 0.0015686866116235692 0.0010213142410684375
leaf_count=300 55 246 79 109 101 56 339 19 126 69 74 37 756 115 23 183 239 195
internal_value=0 4.1808e-05 0.000115188 0.000188636 6.70836e-05 0.000170758 1.91943e-05 -0.000110457 -0.000257344 -9.18886e-05 -0.000356534 -9.23801e-05 -0.0005834 0.000543705 0.00112142 0.00108674 0.0002589 0.0012544
internal_weight=0 0.0215636 0.0205246 0.019318 0.0178965 0.0168457 0.0147787 0.0137767 0.0127747 0.0113779 0.00929163 0.00776455 0.00438194 0.0033826 0.00229152 0.00208631 0.00278832 0.00206702
internal_count=3121 2821 2575 2520 2411 2310 2059 1980 1961 1622 1370 1244 1069 175 138 252 313 251
is_linear=0
shrinkage=0.00366245


Tree=1175
num_leaves=31
num_cat=0
split_feature=39 42 1348 14 123 484 13 13 52 133 3 43 2 1374 1373 1374 453 0 1 12 159 42 15 12 49 0 16 13 4 3
split_gain=0.00109124 0.0010038 0.00072951 0.00112582 0.000835859 0.000737666 0.000701308 0.00104886 0.00071144 0.000621407 0.00065449 0.000612133 0.000599828 0.000516641 0.000687769 0.000571526 0.000531641 0.000776601 0.000544901 0.000811436 0.000840851 0.000645888 0.000718727 0.000532859 0.00086942 0.000778214 0.000632164 0.000641295 0.000363971 0.00036026
threshold=0.16946000000000003 -0.26584999999999998 0.090205000000000021 0.076175000000000007 1.0000000180025095e-35 -0.0068949999999999992 -0.53104499999999988 -0.39067499999999994 -0.43320999999999993 0.095000000000000015 -0.20241999999999996 -0.15879999999999997 0.094835000000000017 0.086000000000000007 1.0000000180025095e-35 -0.094929999999999987 1.0000000180025095e-35 -0.23091999999999999 0.111945 0.09334000000000002 0.091530000000000014 0.10369500000000002 -0.074054999999999996 0.086700000000000013 -0.087004999999999985 -0.13027499999999997 0.013515000000000001 -0.094514999999999988 -0.083854999999999985 -0.00083499999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 -10 -11 -6 14 15 -12 17 -17 19 20 23 22 -20 24 -19 -26 27 -25 -27 -30
right_child=-2 2 -4 -5 12 6 7 8 9 11 13 -13 -14 -15 -16 16 -18 18 21 -21 -22 -23 -24 26 25 28 -28 -29 29 -31
leaf_value=-0.0013198038330719053 0.001319936583040981 -0.00084385330249511651 0.00095909588432635713 -0.0011508277380968431 -0.00022484450597040073 -0.00094290978493954773 0.00090697315560436201 -0.0010673683217454365 0.00097258164697592057 7.0098579399051705e-05 -0.00097246860474222124 -0.0013058847359325998 0.0009608357506754369 -0.00091902434056452792 0.0010382691225170994 0.0010001048800757665 -0.00083606247122050721 -0.00112827244249254 0.0012578204131256519 -0.00085127740271170773 -0.0011347873278443757 -0.00044832276174408764 0.00012316626373030771 0.00074469237784547315 0.00084844766310189404 0.00031823490156688487 0.0010769408834326892 -0.00048036296962624482 -0.0010999058036776917 -1.2909687385428742e-05
leaf_weight=0.0010707057661818445 0.0010243348321452564 0.0020392608114587754 0.0012694985471455303 0.0015740620935513752 0.001066405500248945 0.0013932449603544219 0.0021350097345216304 0.0011515103223515002 0.0012667726838628745 0.0010426139251933364 0.001026779353821893 0.0012236601908703895 0.0024491613425707826 0.0010207029378861412 0.0011434953250262217 0.0014924122689876492 0.0011570107699956358 0.0012274556721791896 0.0017938087180002782 0.002232308530252026 0.0010141559751195581 0.0012444952157011357 0.0021218926227817283 0.001377796903467397 0.0016639297019906962 0.0012231957145161232 0.0017748656392373441 0.0016175797023569877 0.0011206273404817946 0.0010088426931815983
leaf_count=18 23 463 38 99 104 16 90 232 43 55 31 294 147 47 33 38 36 38 62 255 74 22 31 36 33 112 28 405 200 18
internal_value=0 -5.81748e-05 -2.59142e-05 -5.67116e-05 -1.25853e-05 -7.33429e-05 -2.6403e-05 1.34e-05 -5.03078e-05 -9.63474e-06 4.70236e-05 -0.000672855 0.000601174 6.09899e-07 3.9333e-05 -1.01224e-05 3.46488e-05 8.282e-05 1.23309e-05 -0.000120626 1.49721e-05 0.000379772 0.000642959 0.000120838 -0.000132845 0.000110715 0.000452898 8.31313e-05 -0.000255422 -0.000584938
internal_weight=0 0.0429433 0.0418726 0.0406031 0.039029 0.0355134 0.0334742 0.0320809 0.0299459 0.0287944 0.0265281 0.00226627 0.00351557 0.0252614 0.0242407 0.0230972 0.0220704 0.0209134 0.019421 0.0142608 0.0120284 0.0051602 0.0039157 0.0110143 0.00624405 0.0050166 0.00477024 0.00299538 0.00335267 0.00212947
internal_count=3121 3098 3080 3042 2943 2692 2229 2213 2123 1891 1542 349 251 1499 1452 1419 1388 1352 1314 1199 944 115 93 870 401 363 469 441 330 218
is_linear=0
shrinkage=0.00131955


Tree=1176
num_leaves=18
num_cat=0
split_feature=147 484 15 11 3 16 0 3 43 4 1 12 52 52 13 48 0
split_gain=0.000127699 0.00017636 0.00014225 0.000286475 0.000173186 0.000243457 0.000208922 0.000294861 0.000285761 0.0002483 0.000383845 0.000433218 0.000219433 0.000181912 0.000143837 0.000116923 0.000138894
threshold=0.08955500000000001 -0.0068949999999999992 -0.24436499999999997 0.081790000000000015 -0.12018999999999998 -0.29154999999999992 -0.10607499999999999 -0.08824499999999999 -0.04890499999999999 -0.083854999999999985 0.095285000000000022 0.088305000000000008 -0.24164999999999998 0.08734500000000002 0.073000000000000023 0.086260000000000017 -0.15350499999999997
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 14 -6 8 -8 -7 13 11 -11 -12 -9 -4 16 -10
right_child=-2 2 3 -5 5 6 7 9 15 10 12 -13 -14 -15 -16 -17 -18
leaf_value=-0.0016118300994622415 0.0012374527701073219 0.0012265992178359165 0.0021109398679500253 -0.0021996512346614391 -0.0015209312174510902 0.0026629301957972868 -0.0023019778699864095 0.002217944569220249 0.0019587099273841628 -0.0038178996094456268 -0.00094747304093881755 2.3438751688454904e-05 0.0016017411425973561 -3.8663320300957658e-05 9.3742236955641101e-05 -0.00070605644520078329 -0.00023806665563396958
leaf_weight=0.0012861939837959238 0.0013393401246983841 0.0015333066416337538 0.0011854291677337826 0.0010893925156634223 0.00198196876723999 0.0010900384489982429 0.0011620720593270547 0.0012105990362518667 0.001009100677649144 0.0010598037148065401 0.0010357026620013698 0.0010194629732708793 0.001412947446114643 0.001323454280498626 0.0013248339252385222 0.0014727976928377018 0.0010286787613011895
leaf_count=493 118 222 59 133 127 58 345 130 34 395 45 609 129 77 55 51 41
internal_value=0 -0.000101938 -4.54334e-06 -0.000107102 2.4539e-05 -0.000148692 6.3379e-05 -0.000338233 0.0007813 -1.50923e-05 -0.000605235 -0.00193449 0.000523503 0.00103939 0.00104633 0.000197051 0.000849769
internal_weight=0 0.0212258 0.0199396 0.0184063 0.0173169 0.0148066 0.0128247 0.00822404 0.00460062 0.00706197 0.00452792 0.00207927 0.00244865 0.00253405 0.00251026 0.00351058 0.00203778
internal_count=3121 3003 2510 2288 2155 2041 1914 1730 184 1385 1178 1004 174 207 114 126 75
is_linear=0
shrinkage=0.004207


Tree=1177
num_leaves=17
num_cat=0
split_feature=128 124 484 42 1 40 43 43 15 16 160 1 0 0 0 47
split_gain=0.000127861 0.000152264 0.000167319 0.000162911 0.000251119 0.000231083 0.000292499 0.000216775 0.000378092 0.000318892 0.000227031 0.000356905 0.000471437 0.000204524 0.000158113 0.000150754
threshold=0.086435000000000012 -0.043384999999999993 -0.0068949999999999992 0.091735000000000025 0.11955000000000002 -0.061244999999999994 0.12450000000000001 -0.084004999999999982 1.0000000180025095e-35 -0.088159999999999988 -0.079009999999999983 0.094825000000000007 -0.23001499999999997 -0.077999999999999986 -0.12333499999999999 0.088195000000000009
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 -4 7 13 10 -10 -9 14 -13 -7 -12 -14
right_child=-2 2 3 4 -6 6 -8 8 9 -11 11 12 15 -15 -16 -17
leaf_value=0.0011273028469424794 -0.0014094812326466296 -0.0015390169193936344 -0.0015802901041578317 -0.0018976766865062642 0.00065973201698353427 -0.0002588103119804347 0.0024134824008100208 -0.0010135329024611951 -8.7433622591985834e-05 -0.0030897150826249683 0.0003936575642082326 -0.00066427840056914364 0.0034973413578462654 0.0018815257299381757 -0.0016026500125683172 0.0014612134649912175
leaf_weight=0.0019400731740324409 0.0010327116311816811 0.0011762252779614615 0.0011138876638163717 0.0016004761314539753 0.0010330147007158175 0.0011512034194527954 0.0010246605341182055 0.0016705958662459643 0.0011859088377423888 0.0011293776113202045 0.001538012692613222 0.0011058922558966344 0.0012515082284914048 0.0019952105877525392 0.001121950784993244 0.0011326892581369208
leaf_count=247 207 468 45 424 81 286 113 192 169 328 41 47 181 93 155 44
internal_value=0 4.76327e-05 -6.12894e-05 3.49831e-05 -0.000894506 0.000193716 0.000331833 0.000171245 -0.000116571 -0.00155192 0.000308361 0.000667439 0.00151785 0.00109842 -0.000448369 0.00253001
internal_weight=0 0.0211707 0.0192306 0.0180544 0.00263349 0.0154209 0.014307 0.0132823 0.0101359 0.00231529 0.00782065 0.00615005 0.00349009 0.00314641 0.00265996 0.0023842
internal_count=3121 2914 2667 2199 505 1694 1649 1536 1157 497 660 468 272 379 196 225
is_linear=0
shrinkage=0.00404364


Tree=1178
num_leaves=17
num_cat=0
split_feature=147 11 2 2 403 0 15 0 150 13 47 43 2 52 3 43
split_gain=0.000119734 0.000153139 0.000135557 0.000211455 0.000256391 0.000200776 0.000397787 0.000292806 0.000170547 0.000145067 0.000127595 0.000126434 0.000254484 0.000130346 0.000126711 0.000184404
threshold=0.08955500000000001 0.089270000000000002 0.099185000000000009 0.092875000000000013 -1.0000000180025095e-35 -0.20211999999999997 -0.074054999999999996 0.056435000000000006 0.088040000000000021 -0.0025349999999999995 0.13148500000000005 -0.074359999999999996 0.089125000000000024 -1.0000000180025095e-35 -0.077774999999999983 -0.15582499999999996
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 -4 9 -8 10 -7 11 14 13 -13 15 -6
right_child=-2 -3 5 -5 8 6 7 -9 -10 -11 -12 12 -14 -15 -16 -17
leaf_value=-0.0022396891383188347 0.0013221598929683894 -0.0018371934746810332 -0.00095338988671651859 -0.0018796424220012082 0.0017893937788194779 0.0035436199710974672 -0.0013826359846030221 0.0011687657431310998 -0.0015760436723567732 0.0011641566681887055 -0.0011389533155972084 -0.0019347435990524503 0.0020132363781337581 5.9959865758118428e-05 0.0024415883057719396 -0.0008493773747925747
leaf_weight=0.00103005148991936 0.0012958269165608263 0.0010065871956621555 0.0016220611649870875 0.0015594910977538299 0.0012049602143271443 0.0011310532193484768 0.0017701589645903173 0.0019717304565816107 0.0010514348033954244 0.0010020395126723036 0.0010214372648285064 0.0010436608077479259 0.0010041926436864523 0.0019460752947668691 0.0011659167983978369 0.001009085509007801
leaf_count=606 118 103 54 269 59 250 286 78 139 111 20 99 89 328 148 364
internal_value=0 -0.000105067 -1.5807e-05 -0.000315202 -8.23324e-05 0.000464864 0.000856438 -3.82145e-05 0.0001529 0.00242585 0.000369434 0.000578377 2.98322e-05 -0.000636354 0.00122656 0.000586733
internal_weight=0 0.0205399 0.0195333 0.0120363 0.0104768 0.00749704 0.00587498 0.00374189 0.00944676 0.00213309 0.00839533 0.00737389 0.00399393 0.00298974 0.00337996 0.00221405
internal_count=3121 3003 2900 2121 1852 779 725 364 1246 361 1107 1087 516 427 571 423
is_linear=0
shrinkage=0.00455379


Tree=1179
num_leaves=31
num_cat=0
split_feature=39 9 1348 14 42 123 1366 480 1456 42 1 124 1213 43 52 49 48 1374 0 0 50 16 3 40 2 52 52 13 15 133
split_gain=0.0013043 0.00112923 0.000960601 0.00139964 0.000949446 0.000903659 0.000833638 0.000870718 0.00071247 0.000770666 0.000821959 0.000670254 0.000718502 0.00074742 0.00101381 0.000707064 0.00101304 0.000688975 0.000784832 0.00113029 0.00160007 0.000847521 0.000748884 0.000599609 0.000524976 0.000433088 0.000411958 0.000408579 0.000348797 0.000284825
threshold=0.16946000000000003 -0.036024999999999995 0.090205000000000021 0.076175000000000007 -0.26584999999999998 1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 0.091735000000000025 0.13075500000000004 -1.0000000180025095e-35 -0.080769999999999995 0.093175000000000022 -0.24164999999999998 -0.087004999999999985 0.093675000000000022 -0.094929999999999987 -0.10607499999999999 -0.077999999999999986 0.10030500000000002 -0.36241499999999999 -0.088084999999999983 -0.081804999999999975 0.083995000000000014 -0.034054999999999995 -0.07167999999999998 0.073000000000000023 -0.015039999999999998 0.091250000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6 8 -8 11 -11 -10 -13 14 -14 16 -16 -17 21 20 24 -19 25 -7 -20 -21 -23 -27 -24 -15
right_child=-2 2 -4 -5 5 23 7 -9 9 10 -12 12 13 29 15 17 -18 18 19 22 -22 26 28 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0014006127136559779 0.0014008097802421602 -0.00140054452050315 0.001017844496823041 -0.0012846313956449752 -0.0012788174195641148 -2.0365878343482151e-05 -0.00092980950383957952 -0.0010866168100668735 -0.00080990026082749177 -0.00074073858206211629 0.00059677771638501614 -0.00087501480334140601 -0.0011157195160780263 0.00036675370274416347 -0.00096758691347704844 -0.00059176940283773107 0.00058800199064446663 -0.00016883595873965805 -0.0014004871533690531 0.0013459800675683325 0.0010034578102543995 0.00043624543998000093 0.00047575221632788835 0.0011072953636533029 -0.00018528680172027876 0.00087982750163076863 0.0011451944362720174 -0.0001148015169793768 -0.00049676325331864254 0.0012340668211089474
leaf_weight=0.0010400330304327623 0.0012545968662536202 0.0010141790830786581 0.0015350335727006828 0.0019029122278197965 0.0011238814550744705 0.0016142217610131127 0.001611003309875513 0.0015504248836757375 0.0015131412125839452 0.0043688118622728913 0.0011350339434024193 0.0013013938067225608 0.0012528021495928901 0.0013325434034618935 0.0022761493117684486 0.0017037602745446625 0.0012839714303254368 0.0019253107635996969 0.0020686068237884972 0.0016105109224593406 0.0010556584005330105 0.0025555375875967457 0.0011608083843244188 0.002164370645656887 0.0010514269081283167 0.0019239583572598917 0.0043312075541450529 0.0013985494791910469 0.0019180819651012648 0.0016767109287059156
leaf_count=89 23 17 38 99 54 80 258 238 44 400 19 234 178 153 68 45 18 70 172 39 65 35 37 113 312 38 47 38 90 10
internal_value=0 -4.39675e-05 -7.32201e-05 -0.000106834 -6.00656e-05 -3.10836e-05 -8.86124e-05 -5.67677e-05 -1.7299e-05 2.05462e-05 -0.000464908 0.000100686 0.000143978 0.00018742 0.000114958 0.000173663 -0.000406558 0.000264647 0.000334131 0.000103939 -0.000486761 0.000652499 0.000411804 0.000625556 -0.000990974 0.00075003 0.000882117 0.000461156 -0.000130104 0.000850007
internal_weight=0 0.0524 0.05136 0.049825 0.0479221 0.0469079 0.0431293 0.0420054 0.040455 0.038844 0.00550385 0.0333401 0.031827 0.0305256 0.0275163 0.0262635 0.00356012 0.0227034 0.0209997 0.0121876 0.00417569 0.00881206 0.00801191 0.00377859 0.00312003 0.00493302 0.00688675 0.00332251 0.00307889 0.00300925
internal_count=3121 3098 3009 2971 2872 2855 2662 2608 2370 2112 419 1693 1649 1415 1252 1074 86 988 943 791 549 152 242 193 484 115 82 76 127 163
is_linear=0
shrinkage=0.00140032


Tree=1180
num_leaves=31
num_cat=0
split_feature=31 156 453 1348 14 1456 133 457 1375 0 0 2 14 1 1374 3 374 15 43 13 0 48 132 15 52 12 3 52 3 3
split_gain=0.00130344 0.000965218 0.000938253 0.00122621 0.0014178 0.000992889 0.000945368 0.000753024 0.000791416 0.000908413 0.0011049 0.00161122 0.000935989 0.00101553 0.00119395 0.000957032 0.00090432 0.000824981 0.000895314 0.000893341 0.00133848 0.000683838 0.000672167 0.000774392 0.000628158 0.000600343 0.000450898 0.000435645 0.000384905 0.000671839
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.10218000000000001 0.090205000000000021 0.076175000000000007 -1.0000000180025095e-35 -0.25159999999999993 -0.23069499999999998 0.071870000000000003 -0.10607499999999999 -0.08824499999999999 0.09142500000000002 -0.10708499999999999 1.0000000180025095e-35 -0.094929999999999987 0.11296500000000002 1.0000000180025095e-35 0.090615000000000015 -0.09002499999999998 -0.084034999999999985 -0.077999999999999986 0.13127500000000003 0.081465000000000024 -0.03241999999999999 0.11434500000000002 -1.0000000180025095e-35 -0.12018999999999998 0.096795000000000006 0.090900000000000009 -0.10519499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7 -8 9 12 11 -11 -9 15 -15 -14 17 19 -19 24 -21 28 23 -22 -12 -25 27 -27 29 -16
right_child=1 2 -4 -5 -6 6 7 8 -10 10 16 -13 13 14 21 -17 -18 18 -20 20 22 -23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=0.0013732361746649376 -0.0013729345689040588 -0.00099370496175767869 -0.0012524397254935586 0.0013551111143083991 -0.0012038365356296864 -0.0010074048069077012 0.0012119775087220807 -0.00060530578569202608 -0.00098990589836212006 -0.0013727351847479261 0.00089903545307434048 0.00046019663233473363 -0.0013729581062654865 -0.00043998959575039997 0.00133290189883198 0.00046831329014531184 -0.0010973507470947305 0.00036938253870717633 -0.0012028469705093049 -0.0013678808772285881 0.00050320047905634535 -0.00031300793881792891 0.00095588820910517947 0.00042544993690098089 -0.00019822909998326886 -0.00062862441155098453 -0.0011124102513032522 0.00050800784015005737 0.0012317235203367996 0.00040477660648671147
leaf_weight=0.0012142124777256838 0.0010429090521997244 0.0018256244844412342 0.0011759374681332693 0.0012072922953976209 0.0019146452544926964 0.0015773850749023479 0.0010694276756524337 0.001839630312783668 0.0013474979532785971 0.0026409498957665678 0.0044876688179011871 0.0013742415110620243 0.0010633058291205011 0.0019012729294445316 0.0020404684108825677 0.00106485650758259 0.0012522952661111466 0.0011269359245842381 0.0017315371849009322 0.0012090008383951354 0.0037504409829600665 0.0010686264108699115 0.0016701689067151184 0.0016122672203140453 0.0012592560763096117 0.0017206367791970933 0.001682650565594945 0.0010077858642034698 0.0032591430800987808 0.005257418358514343
leaf_count=86 163 234 18 35 95 171 27 27 119 197 241 84 70 16 28 5 25 53 295 449 212 18 67 12 24 70 91 10 91 88
internal_value=0 -6.4738e-05 -3.95372e-05 -1.26068e-05 -4.45116e-05 2.4429e-08 3.78081e-05 7.33118e-05 4.64709e-05 7.8195e-05 -8.1967e-05 -0.000745395 0.000321036 0.00042989 0.000568581 -0.000451652 3.63677e-05 0.000103153 -0.000583005 0.00020975 5.88159e-06 0.000733524 0.000151013 1.34742e-05 0.000658605 -0.000291455 -0.000553486 -0.000208791 0.000839458 0.000664278
internal_weight=0 0.0551813 0.0541384 0.0529624 0.0517551 0.0498405 0.0480149 0.0464375 0.0453681 0.0440206 0.0265258 0.00401519 0.0174947 0.0156551 0.0135269 0.00212816 0.0225106 0.0212583 0.00285847 0.0183999 0.012653 0.0116257 0.011444 0.00977378 0.00574692 0.00602334 0.00441107 0.00272842 0.010557 0.00729789
internal_count=3121 3035 2872 2854 2819 2724 2490 2319 2292 2173 1830 281 343 316 241 75 1549 1524 348 1176 911 225 462 395 265 183 171 80 207 116
is_linear=0
shrinkage=0.00137286


Tree=1181
num_leaves=31
num_cat=0
split_feature=39 47 9 156 1348 14 123 2 44 1366 0 0 42 52 12 3 4 42 474 1 52 52 48 51 4 159 42 49 52 43
split_gain=0.00131865 0.00132881 0.00118608 0.00103826 0.000905677 0.00106498 0.0010378 0.00147917 0.000985265 0.00082247 0.000868291 0.00124734 0.00139211 0.00114593 0.000969285 0.000978051 0.000930069 0.0013073 0.000920455 0.00124562 0.00156759 0.000970615 0.00135595 0.000788588 0.000802035 0.000809254 0.000732024 0.000579065 0.000561719 0.000505037
threshold=0.16946000000000003 0.13148500000000005 -0.036024999999999995 -1.0000000180025095e-35 0.090205000000000021 0.078320000000000015 1.0000000180025095e-35 0.094835000000000017 1.0000000180025095e-35 -1.0000000180025095e-35 -0.10607499999999999 -0.077999999999999986 0.083995000000000014 0.11434500000000002 0.090545000000000014 -0.078934999999999991 0.09173000000000002 0.091735000000000025 0.084660000000000027 0.077565000000000009 -0.0027449999999999996 -0.081429999999999989 0.091545000000000015 1.0000000180025095e-35 -0.49405499999999997 0.092630000000000018 -1.0000000180025095e-35 0.12899500000000003 0.096795000000000006 -0.050459999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 8 -8 9 -5 18 12 -12 16 15 -14 17 23 19 -11 21 -21 -23 24 -13 26 -26 -3 -22 -15
right_child=-2 27 3 4 -6 -7 7 -9 -10 10 11 13 14 29 -16 -17 -18 -19 -20 20 28 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0014864800290324168 0.0014865423006610713 -0.0014287186134876505 -0.001486109242333108 -0.0013328730770983956 0.0010737299297358613 -0.0012838193245584188 -0.00088238257619283457 0.0011752145686930923 -0.0014543965072426415 -0.0009470210597988842 -0.0014194439783621431 -0.00058653276573439881 -0.00043007193199088065 -9.5221345546978308e-05 -0.0011271358157288738 0.0011002294235236824 0.0010668139419640951 -0.00093592683097622491 0.0012952712033606623 0.00056728483230066387 0.0010180521216370255 -0.0014658059941325676 0.00019023730575396791 -0.00082077040167188961 -4.2094332130056815e-05 -0.00053151302308534424 0.0011317287933002742 -0.0001852208706764817 -5.6512415944130488e-05 -0.0014510094892624188
leaf_weight=0.0011540628206434525 0.0012424006017326397 0.0021460733665179524 0.0010688044971920432 0.0010545098884824347 0.0016593888000215875 0.0014803615840648368 0.001007700194771032 0.0032919621730975734 0.0011089817282936556 0.0020218609733717524 0.0031813067541301907 0.0014132301916305341 0.0021135328819537058 0.0010481489612104156 0.0016567336537538502 0.0016363151794100972 0.0023520440012116959 0.0024066372446016624 0.0016910983982825192 0.0023350917975335506 0.0054589396182009864 0.0021364748860150939 0.0022329938325498233 0.0012518678654345203 0.0015586575777710738 0.0011158783260825089 0.0047441495551368111 0.0013454264063206267 0.0013374548973246192 0.0014406712549410719
leaf_count=87 23 27 163 49 38 83 46 141 28 86 639 72 451 82 139 48 89 203 20 35 92 25 24 63 117 29 73 35 28 86
internal_value=0 -6.05923e-05 -4.11768e-06 -3.60896e-05 -6.70195e-06 -4.18033e-05 -4.73126e-06 0.000692981 -7.09598e-05 -3.62395e-05 -4.53969e-06 -0.000176364 -0.00063947 5.31119e-05 -0.000180523 0.000237703 0.000209583 4.81599e-05 0.000254178 0.000140758 0.00030366 -0.000206158 -0.000619494 0.000283026 0.000439482 0.000634934 0.000841447 -0.000949545 0.00080659 -0.000880029
internal_weight=0 0.0584504 0.0549589 0.0538048 0.052736 0.0510766 0.0495962 0.00429966 0.0452966 0.0441876 0.0431331 0.0259192 0.00858789 0.0173313 0.00540658 0.00374985 0.0148425 0.0124904 0.0172139 0.0155228 0.013501 0.00670456 0.00436947 0.0100838 0.00883192 0.00741869 0.00630281 0.0034915 0.00679639 0.00248882
internal_count=3121 3098 3036 2949 2786 2748 2665 187 2478 2450 2401 2091 1277 814 638 499 646 557 310 290 204 84 49 354 291 219 190 62 120 168
is_linear=0
shrinkage=0.00148603


Tree=1182
num_leaves=18
num_cat=0
split_feature=14 52 157 124 12 43 42 14 48 2 0 52 2 2 13 43 151
split_gain=0.000148114 0.000175284 0.000257912 0.000200788 0.000260495 0.000333867 0.000236562 0.000250543 0.000333165 0.000335175 0.000407306 0.000302355 0.000264382 0.000220202 0.000187742 0.000178519 0.000100546
threshold=0.062655000000000016 -0.40306999999999998 -0.077234999999999984 0.0049200000000000008 0.11650500000000001 -0.14968999999999996 -0.0060199999999999993 -0.10708499999999999 0.12879500000000002 0.089885000000000007 -0.097024999999999986 -1.0000000180025095e-35 0.10327000000000001 0.11144000000000001 -0.086589999999999986 -0.34140499999999996 -0.0083949999999999979
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 15 -7 -8 9 11 13 -9 -12 16 -13 -4 -11
right_child=-2 2 3 -5 -6 6 7 8 -10 10 12 14 -14 -15 -16 -17 -18
leaf_value=-0.001331626665034277 -0.0014870469244488288 0.0014968037508793987 0.00034045138407665608 0.0016344884821049015 -0.002023645993589326 -0.0020677057611314933 -0.0018931560327025948 -0.0024629366801496117 -0.0019492021145022431 0.00015791365043282788 0.00089266337521895132 -0.00095627183132314917 -0.0016403506284080487 0.003094356292886269 0.0010146966750909469 0.002434318792558472 0.0017676730730698425
leaf_weight=0.0013494503641398583 0.0010295298893532303 0.0019966957714641067 0.0013592633350252292 0.0011049877105495645 0.0010485429686027939 0.0010207286122016499 0.0010971395180043872 0.001004318464151552 0.0011348795328425263 0.0011070223621025832 0.0013541881179592319 0.0014935494570247317 0.0012411065987334435 0.0012372027268332531 0.0015454715330703393 0.0012092032314594504 0.0013576562014954163
leaf_count=314 104 282 84 66 112 555 81 282 55 58 216 227 125 107 308 77 68
internal_value=0 5.19326e-05 0.000143851 -3.64526e-06 -0.000108822 1.54084e-05 -0.000232271 -8.32574e-05 8.97834e-05 0.000313564 0.000885482 -0.000577153 -0.00031866 0.00172968 4.60496e-05 0.00132622 0.00104464
internal_weight=0 0.0216614 0.020312 0.0183153 0.0172103 0.0161617 0.0135933 0.0125725 0.0114754 0.0103405 0.00629718 0.00404334 0.00259529 0.00370188 0.00303902 0.00256847 0.00246468
internal_count=3121 3017 2703 2421 2355 2243 2082 1527 1446 1391 574 817 341 233 535 161 126
is_linear=0
shrinkage=0.00396435


Tree=1183
num_leaves=18
num_cat=0
split_feature=41 2 124 42 123 4 160 15 484 15 52 15 2 13 49 0 2
split_gain=0.000130364 0.000159767 0.000155927 0.000154829 0.000211908 0.00016709 0.000223243 0.000323236 0.000273853 0.000207671 0.0001931 0.0003842 0.000286913 0.000253127 0.000245289 0.000171689 0.000123564
threshold=0.078475000000000017 -1.0000000180025095e-35 0.08919500000000001 -0.095859999999999987 1.0000000180025095e-35 -0.49405499999999997 -0.098904999999999979 -0.095869999999999983 0.073690000000000019 -0.24436499999999997 -0.088614999999999985 -0.074054999999999996 0.10774000000000002 -0.099939999999999987 -0.047584999999999995 -0.083914999999999976 0.087815000000000018
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 -7 9 10 -8 14 -12 13 -13 -9 -15 -11
right_child=-2 2 -4 4 -6 6 7 8 -10 16 11 12 -14 15 -16 -17 -18
leaf_value=0.0012695025431328777 -0.0011175869156992983 -0.0014333719369717481 0.0013815780293078468 -0.0015201450113543167 0.001344201026838221 -0.0016696883048987533 0.00040740836247552318 0.0003968687866457675 0.0021111845586367483 -0.00064094310442719122 0.0021831688069771241 0.0022268581290246061 -0.0011382439917832173 0.00091079208852190314 -0.0020668215176016321 -0.0010609370821530809 -0.0024230653748644961
leaf_weight=0.0014177773097565618 0.0014029929176704306 0.0011540783864351081 0.0010349328944339034 0.0011448146055447134 0.0014549883202974448 0.0010842419742155265 0.0010786484697189458 0.0012130285256777285 0.0011773729022745974 0.0010129532832809885 0.0014963911780538327 0.0010325275986033918 0.0018715855099478151 0.001375170300774717 0.0010539714155713949 0.0011168068284530784 0.0011701718252643545
leaf_count=177 148 199 45 131 140 337 74 47 147 87 146 42 143 321 273 523 141
internal_value=0 5.87679e-05 -2.93884e-05 -0.000108592 -2.01276e-05 -0.000145546 -3.83693e-05 9.16986e-05 0.00041523 -0.000933602 0.00019723 0.000508304 4.38473e-05 0.000671562 -0.000748548 2.71401e-05 -0.00159617
internal_weight=0 0.0208895 0.0194717 0.0184368 0.0172827 0.0158277 0.0146829 0.0135986 0.0103369 0.00326177 0.00915948 0.00689248 0.00539609 0.0035245 0.002267 0.00249198 0.00218313
internal_count=3121 2973 2796 2751 2552 2412 2281 1944 1642 302 1495 1175 1029 886 320 844 228
is_linear=0
shrinkage=0.0037357


Tree=1184
num_leaves=16
num_cat=0
split_feature=1 2 49 3 12 52 52 52 42 51 51 49 16 15 4
split_gain=0.000129954 0.000170958 0.000172345 0.000253684 0.000308471 0.000150334 0.000139949 0.000237856 0.000214177 0.000164457 0.000226919 0.000205873 0.000350422 0.000241316 0.000210235
threshold=0.104035 0.13754500000000003 -0.043469999999999995 0.10732000000000001 0.091200000000000017 -1.0000000180025095e-35 0.11434500000000002 0.10024500000000001 -1.0000000180025095e-35 -0.010009999999999998 0.086310000000000012 -0.0090649999999999984 -0.088394999999999987 -0.036009999999999993 -0.077679999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 4 -4 -5 7 8 -1 -10 11 13 -13 -11 -14
right_child=1 -3 3 5 -6 -7 -8 -9 9 10 -12 12 14 -15 -16
leaf_value=-0.0017020254900829538 0.001234955100786201 0.0017785387958615651 0.0019995559512472039 -0.0024173563000751521 -0.00053198107613821862 -0.00035425422687256856 -0.0015474893505030317 0.0016593553011511023 -0.0012937295696923349 0.0029474972395084819 -0.0013579208021218265 -0.0016806221944749096 0.0020205298817215969 0.00014456192155865339 -0.0003648489844229406
leaf_weight=0.0016301383938203415 0.0018472027198952468 0.0012554653035956598 0.0014070582382299524 0.0010298875601364443 0.0019586268650328975 0.0014422736111359136 0.0013275533384282676 0.0011354642841441285 0.0015569768752123929 0.0010620525163965722 0.0013330362584709765 0.0014093207332034922 0.0013232188120280179 0.0010285712343041124 0.0011972467797297
leaf_count=683 130 159 158 29 151 64 373 111 393 93 143 196 185 31 222
internal_value=0 0.000367441 0.000136917 -0.000210522 0.000526353 -0.00121373 -0.000278531 -0.000134251 -0.000327464 -7.59922e-05 0.000181845 0.000522779 -3.35252e-05 0.00156847 0.000887451
internal_weight=0 0.00894051 0.00768505 0.00583785 0.00336569 0.00247216 0.0130036 0.011676 0.0105406 0.00891042 0.00735345 0.00602041 0.00392979 0.00209062 0.00252047
internal_count=3121 691 532 402 309 93 2430 2057 1946 1263 870 727 603 124 407
is_linear=0
shrinkage=0.00412451


Tree=1185
num_leaves=31
num_cat=0
split_feature=31 453 1348 14 1456 457 457 133 52 1213 1374 1 42 16 43 4 457 133 1 2 16 0 0 13 49 49 43 2 131 52
split_gain=0.0013302 0.000898228 0.00138846 0.00161551 0.000898907 0.000726629 0.000794337 0.000680967 0.000653576 0.000680015 0.000700348 0.000724695 0.00111945 0.000963888 0.000876749 0.000872017 0.000860471 0.000946582 0.000784866 0.000829778 0.000811568 0.000900941 0.000807438 0.000753216 0.000675577 0.000704226 0.000593165 0.000503577 0.000466396 0.000574202
threshold=-1.0000000180025095e-35 0.10218000000000001 0.090205000000000021 0.076175000000000007 -1.0000000180025095e-35 -0.23069499999999998 -0.072694999999999996 -0.25159999999999993 -0.51296999999999993 -0.080769999999999995 -0.094929999999999987 1.0000000180025095e-35 -0.088934999999999986 0.0057500000000000008 0.13895500000000002 -0.082249999999999976 0.069910000000000014 -0.16271999999999995 0.080585000000000004 0.113445 -0.10850999999999998 -0.12333499999999999 -0.077809999999999976 -0.49353499999999995 0.005085000000000001 0.10969000000000002 -0.04890499999999999 0.090545000000000014 0.10033500000000002 -0.023194999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -7 -8 -9 -10 -11 12 -12 14 15 -14 17 -13 -19 20 21 -20 27 -15 -21 -26 -23 -22 29 -24
right_child=1 -3 -4 -5 5 6 7 8 9 10 11 16 13 23 -16 -17 -18 18 19 24 22 26 28 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0013463409413342915 -0.0010187837745433809 -0.0012171269547520706 0.0013264428894973199 -0.0012403128378106153 0.001143231478133466 -0.0008661744119139894 -0.00089711679923403236 -0.0010068704945322996 -0.0009640899196645844 -0.00066124005730565545 -0.0013460576758286141 0.0013460483647607636 0.00022743084670742266 -0.00061488971094246351 0.00045266077138998197 -0.0012800120238633714 0.0010466226992071265 0.0011387669953161297 0.0011641291112318363 0.00096287729090652489 -0.0013400658440998509 0.00033675722536742354 0.00017677793221070913 0.00059689464575578201 -0.00086089534521536549 0.00051774001583968529 -0.00080487260018558319 -0.00031445631869132275 0.00071239993955799202 -0.00098670524610059069
leaf_weight=0.0012498423022178065 0.0015671589482950657 0.0011852661156694913 0.0013274259202376007 0.0020423545649368427 0.0010165742036676298 0.0018694931062492861 0.0013852133927594315 0.0010089055651484316 0.0010775313609803208 0.0019701888801222358 0.0011886110057743879 0.0012543527419950342 0.0010042823147897641 0.0011363978555891663 0.00141452153960131 0.0022586454889195282 0.0024945334743389216 0.0013342920239409741 0.0015314477060570653 0.0028413016339392519 0.0018976819950324826 0.00232370958624184 0.0019957679270596884 0.0050971280278524489 0.0010207580730821064 0.0019601886591162909 0.0012778827680257595 0.0015972336479137539 0.0011948826052261552 0.0012495097414735373
leaf_count=86 270 18 35 99 28 156 174 178 275 50 161 23 136 5 26 422 87 18 28 177 189 37 58 135 11 49 39 31 23 97
internal_value=0 -5.92645e-05 -3.14487e-05 -6.89926e-05 -1.69511e-05 1.84091e-05 -7.94747e-06 3.07e-05 6.27267e-05 9.03111e-05 0.000120176 0.000162854 -0.000105676 2.94473e-05 -0.00043237 -0.000816043 0.000298383 0.000211483 0.000141117 7.06492e-05 -0.00011764 0.000299393 -0.000387411 0.000375981 0.000493268 4.56574e-05 -6.8305e-05 -0.000871346 -6.49882e-06 -0.000271191
internal_weight=0 0.0505232 0.049338 0.0480105 0.0459682 0.044401 0.0433845 0.041515 0.0401298 0.0391208 0.0380433 0.0360731 0.0120996 0.010911 0.00467745 0.00326293 0.0239735 0.021479 0.0202247 0.0188904 0.0130681 0.00513304 0.00793508 0.00623353 0.00582225 0.00298095 0.00360159 0.00349492 0.00444016 0.00324528
internal_count=3121 3035 3017 2982 2883 2613 2585 2429 2255 2077 1802 1752 885 724 584 558 867 780 757 739 502 104 398 140 237 60 76 220 178 155
is_linear=0
shrinkage=0.00134594


Tree=1186
num_leaves=31
num_cat=0
split_feature=31 39 42 1348 14 123 2 1365 1456 42 130 155 33 13 13 3 1213 1374 49 151 1374 0 14 50 43 4 13 48 475 42
split_gain=0.00146258 0.00130974 0.00102709 0.000944303 0.00161632 0.00103634 0.00150233 0.000830676 0.000873454 0.000822757 0.000862497 0.000882965 0.000870771 0.000930003 0.0012555 0.000922489 0.00102024 0.000998351 0.00104323 0.00102184 0.000844517 0.00121757 0.00127081 0.000917827 0.000805955 0.00164662 0.000674373 0.000592259 0.000549363 0.000508802
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 0.090205000000000021 0.076175000000000007 1.0000000180025095e-35 0.094835000000000017 1.0000000180025095e-35 -1.0000000180025095e-35 0.12293000000000001 1.0000000180025095e-35 0.088610000000000008 -1.0000000180025095e-35 -0.53104499999999988 -0.39067499999999994 -0.12018999999999998 -1.0000000180025095e-35 0.093750000000000014 -0.087004999999999985 0.08357500000000001 -0.094929999999999987 -0.10607499999999999 -0.10708499999999999 0.10030500000000002 -0.17390999999999998 0.09173000000000002 0.14871000000000004 0.093015000000000014 -0.083344999999999989 0.09832500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 7 -7 8 -4 10 11 12 -10 -14 -15 26 -17 18 19 -18 27 22 -22 24 -23 -26 28 -20 -16 -8
right_child=1 -3 3 -5 -6 6 29 -9 9 -11 -12 -13 13 14 15 16 17 -19 20 -21 21 23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0013463848783931184 -0.0013461987533440593 0.001346434458926366 -0.00097057848126486741 0.00095888560368680446 -0.0012331205838610102 -0.00078757554150248716 0.0012279993141661742 -0.0011624954326671551 -0.0010947926028296682 -0.001028415134410631 -0.0011027750465154979 -0.0011454412921847454 -0.00085251527017596242 0.0010019516007188818 -0.00012875038540178428 -0.001345996855485324 -0.00095951538195013361 -0.001212024434769749 -0.0013461471184275902 0.00045544208237269999 -0.0005139150794719841 0.00036311029369775273 0.00084974347240954684 0.00071299499830427139 -0.00097615606307669236 0.00069916252060702832 -0.00016569636904990956 9.7712973510785388e-05 0.00084198662331642904 0.0001211225996720359
leaf_weight=0.0014044548687639482 0.0011221153068063918 0.0012053318067799515 0.0018445376388305226 0.0016457691666644783 0.0021036453901253074 0.0011789920720550731 0.0029322653296510737 0.0012749538453000744 0.0011387345638240723 0.0014391260877433245 0.001238249458099804 0.0011169482084323326 0.0017857867367183635 0.00284570052653521 0.0013033499604944154 0.0010538288023114175 0.0030987650917726475 0.0011707208309772446 0.0010507563539761114 0.0013177730894744499 0.0014789277215072616 0.0025913576128147051 0.0075996799279174181 0.0022563433205733405 0.0041353797623955605 0.001430418269341871 0.0024413299428260871 0.0010087136391234708 0.0055674297984236037 0.0010119552110978702
leaf_count=86 18 21 266 38 98 46 97 53 22 72 348 155 16 85 23 321 45 28 36 30 18 41 102 162 653 46 32 7 106 50
internal_value=0 -4.2748e-05 -7.057e-05 -4.63342e-05 -7.51479e-05 -3.11075e-05 0.000545526 -8.99695e-05 -6.20138e-05 -2.64093e-05 5.19286e-06 3.6098e-05 6.65941e-05 9.79807e-05 0.000140047 7.4649e-05 -4.66675e-05 3.78683e-06 5.85993e-05 -0.000537331 0.000180723 0.000267327 0.0006276 -4.67634e-05 -0.00025692 -0.000545597 0.000441938 -0.000638955 0.000657843 0.000944012
internal_weight=0 0.0613889 0.0601836 0.0590614 0.0574157 0.055312 0.00512321 0.0501888 0.0489139 0.0470693 0.0456302 0.0443919 0.043275 0.0421363 0.0403505 0.0375048 0.0281927 0.0271388 0.0259681 0.00441654 0.0215516 0.0194921 0.00907861 0.0104135 0.00815716 0.0055658 0.00931211 0.00205947 0.00687078 0.00394422
internal_count=3121 3035 3014 2996 2958 2860 193 2667 2614 2348 2276 1928 1773 1751 1735 1650 1489 1168 1140 75 1065 1022 120 902 740 699 161 43 129 147
is_linear=0
shrinkage=0.00134594


Tree=1187
num_leaves=18
num_cat=0
split_feature=14 52 157 376 151 1 13 3 47 43 47 0 16 4 16 13 4
split_gain=0.000128498 0.000165663 0.000271447 0.000292997 0.000269423 0.00020113 0.000231964 0.00026059 0.000333398 0.00030374 0.000218515 0.00020996 0.000220174 0.000197182 0.000176483 0.000238915 0.000127775
threshold=0.062655000000000016 -0.24456499999999998 -0.077234999999999984 0.088470000000000007 0.08357500000000001 0.077565000000000009 -0.094514999999999988 -0.10519499999999998 0.10621500000000002 -0.06984499999999999 0.090100000000000013 -0.23091999999999999 -0.095564999999999983 0.0067750000000000006 0.19444000000000003 -0.010094999999999998 0.09173000000000002
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 14 10 -8 9 -9 -7 -11 -13 -14 15 -4 -1
right_child=-2 2 3 -5 -6 6 7 8 -10 11 -12 12 13 -15 -16 -17 -18
leaf_value=-0.0019970963444264755 -0.0014212225693467112 0.0016141057515476872 -0.00046830618885972878 0.0020814711704088898 0.0017967858723199877 0.0023127779527184495 0.0012148404352080875 0.001437033763065142 -0.0025472569725296344 0.00067113901728652623 -0.00020348732851176111 0.00017264439092454619 -0.0033068769575201953 -0.00079366609756489448 0.00045415371066139627 -0.0026484356372927171 -8.5907491602065729e-06
leaf_weight=0.0010778299370099711 0.0010136085189471613 0.0019168102272892886 0.0018208361673374106 0.0010496721318842264 0.0011142282808263007 0.0012515602758256259 0.0015711045730788529 0.0013966512446451649 0.0012002857518647048 0.0012541727018451363 0.0010276523829313433 0.0010999725345168807 0.001038326402065911 0.001004049171381638 0.0010434535383019305 0.0014981700127862417 0.0010364499695558749
leaf_count=322 104 276 793 60 74 138 98 256 90 48 45 44 253 32 50 410 28
internal_value=0 5.22214e-05 0.000170013 1.06564e-05 -0.000122531 -0.000263168 3.18005e-05 -0.000273292 -0.000607606 -0.000205731 0.00117824 -0.000727591 -0.00128585 -0.00207136 -0.000996371 -0.0014524 -0.0010223
internal_weight=0 0.0214012 0.0192869 0.0173701 0.0163205 0.0152062 0.0108438 0.00856456 0.00699346 0.00579317 0.00227921 0.00439652 0.00314235 0.00204238 0.00436246 0.00331901 0.00211428
internal_count=3121 3017 2667 2391 2331 2257 1004 821 723 633 183 377 329 285 1253 1203 350
is_linear=0
shrinkage=0.00404364


Tree=1188
num_leaves=31
num_cat=0
split_feature=31 151 1348 14 1456 3 49 1374 13 13 0 42 2 403 3 40 3 0 43 2 2 13 15 0 51 151 4 3 3 49
split_gain=0.00159038 0.000974174 0.00128919 0.00154287 0.00108252 0.000857891 0.000753713 0.000955843 0.000995236 0.00161653 0.0010245 0.00113834 0.00137934 0.00109512 0.00129448 0.00119323 0.000771328 0.000880188 0.000763515 0.000714436 0.000657517 0.000808297 0.000657304 0.000946411 0.000697732 0.00055278 0.000542978 0.000796223 0.000895435 0.000770608
threshold=-1.0000000180025095e-35 -0.5225749999999999 0.090205000000000021 0.076175000000000007 -1.0000000180025095e-35 0.30112000000000005 0.10247500000000002 0.093235000000000012 -0.53104499999999988 -0.47860499999999995 -0.13027499999999997 1.0000000180025095e-35 0.081685000000000021 -0.088999999999999982 -0.015584999999999998 0.051255000000000002 0.11924500000000002 -0.23051499999999997 -0.053764999999999993 0.091055000000000011 0.11093500000000002 0.25761500000000009 0.090455000000000021 -0.084144999999999984 -0.030229999999999996 -1.0000000180025095e-35 -0.083854999999999985 -0.077774999999999983 -0.10519499999999998 -0.081604999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 8 -6 -10 11 12 -11 -12 18 -16 17 -14 20 -19 21 26 24 -24 -20 -21 -15 28 -28 -30
right_child=1 2 -4 -5 5 -7 -8 -9 9 10 13 -13 16 14 15 -17 -18 19 22 25 -22 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=0.0013464420154174579 -0.0012946238158262533 -0.0010023610572986554 0.0013141357646852263 -0.0012252202764445525 -0.0013419268824916486 0.00085401783562814371 0.00054368868541908311 -0.0013404498967999111 0.0012217587829522066 0.0012933403934001252 -0.0013352157808240713 0.0011714803061353505 0.00079932060988125407 0.00066665299386183409 -0.00093358020741563115 0.00058858782005126226 -0.00080053875799009468 -0.000828738205834882 0.00039454128613092954 0.00085990165985175705 0.0010890164517540111 -0.0010306650408894993 0.00092455463893020883 -0.00058621443272908233 -0.00086544138875283764 -0.00037871138644523161 0.00064518361454065905 0.00063030289578795142 5.3173656090263051e-05 -0.0013460469080075652
leaf_weight=0.0014985271109080314 0.001131533794483274 0.0019576362897635305 0.0012576104497981069 0.0019977395702337466 0.0010358157092014144 0.0021284457351011801 0.003962355868028288 0.0010457171411673008 0.0018561105866865537 0.0014577975630345368 0.0014729685699799147 0.0020587585450932986 0.0022431699608773687 0.003467923816279141 0.005334528273826431 0.0011306730769966578 0.00225039707737551 0.0020207072695797006 0.001001452811932424 0.0012982998220927317 0.0014380547741730263 0.001002892947981949 0.0015504085990745153 0.0014571532970735213 0.0038843269955712786 0.0013127019670733358 0.0011630707876406649 0.0023481574691226401 0.0012399399582845323 0.0016779840268805728
leaf_count=86 47 270 33 98 7 116 222 31 11 12 368 40 34 81 175 17 18 29 93 26 81 36 30 169 448 37 17 124 47 318
internal_value=0 -5.81891e-05 -3.32293e-05 -6.41528e-05 -2.02206e-05 1.75977e-05 -1.89497e-05 -6.87693e-05 -3.83409e-05 -6.69446e-06 -6.25648e-05 0.000255765 7.76285e-05 -0.000205424 -0.000143088 -0.000667374 -0.000116586 0.000107296 2.44542e-05 -0.000227856 0.000233591 0.000120733 -0.000302446 0.000192592 -0.000607179 0.000237179 0.000237407 5.86883e-06 -0.000353423 -0.000751463
internal_weight=0 0.0571843 0.0560528 0.0547952 0.0527974 0.0508398 0.0487114 0.044749 0.0437033 0.0426675 0.0408114 0.0126418 0.0105831 0.0281695 0.0266966 0.0064652 0.00912528 0.00687488 0.0202314 0.00463171 0.012338 0.0109 0.00789334 0.00300756 0.00488578 0.002611 0.00989708 0.00642915 0.00408099 0.00291792
internal_count=3121 3035 2988 2955 2857 2587 2471 2249 2218 2211 2200 196 156 2004 1636 192 144 126 1444 92 704 623 740 199 541 63 587 506 382 365
is_linear=0
shrinkage=0.00134594


Tree=1189
num_leaves=17
num_cat=0
split_feature=41 2 160 15 51 457 403 16 52 52 13 2 16 13 0 3
split_gain=0.000141604 0.000138263 0.00012084 0.000134924 0.000172163 0.000198362 0.000191299 0.000151758 0.000187204 0.000314084 0.000233583 0.000212398 0.000120384 0.000214546 0.000118416 0.0001688
threshold=0.078475000000000017 -1.0000000180025095e-35 -0.23055499999999998 0.095175000000000023 0.10027500000000002 -0.0029299999999999994 0.085340000000000013 -0.5048999999999999 -0.080979999999999983 -0.092399999999999982 0.24394000000000002 0.10276500000000001 -0.094359999999999986 -0.07743499999999999 -0.14226499999999997 -0.083924999999999986
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 11 12 -9 13 -10 -14 -16
right_child=-2 2 3 -5 -6 6 -8 8 10 -11 -12 -13 14 -15 15 -17
leaf_value=0.0014097321695373849 -0.0013712758991174952 -0.0014981706453018036 -0.0015773037429058243 -0.0010889684235421378 0.0015188569595238476 0.0018929815145254814 -0.0015981667404128537 -0.00076326796805171234 0.00011298906451816335 0.0030570625537300338 0.0017114116551161492 0.0017274541242429328 0.0011550879757722236 -0.0026286128278990213 0.0005642424867169125 -0.0015816987244243741
leaf_weight=0.0014439194704884964 0.0014386693807448827 0.0010460057001784864 0.0013831876492726445 0.001830815684664421 0.0017353299604164754 0.0011585154735642674 0.0010877617375404111 0.0017376183458553407 0.0010552743777294538 0.0010628651627642132 0.0010663706052045363 0.0011237342504424319 0.0011139015048087213 0.0012344591122695463 0.0014005804334433752 0.0015273364631531276
leaf_count=177 148 294 205 286 150 97 226 228 101 88 40 168 38 99 385 391
internal_value=0 7.65439e-05 -2.18532e-05 6.1539e-05 0.000187768 3.32771e-05 0.000197462 0.000353962 0.000196485 0.0009847 -0.000221623 0.000214909 -0.000547187 -0.00136508 -8.38397e-05 -0.000555179
internal_weight=0 0.0210077 0.0195638 0.0185178 0.0166869 0.0149516 0.0135684 0.0124807 0.0113221 0.00392422 0.00739792 0.00286135 0.00633155 0.00228973 0.00404182 0.00292792
internal_count=3121 2973 2796 2502 2216 2066 1861 1635 1538 484 1054 396 1014 200 814 776
is_linear=0
shrinkage=0.0044645


Tree=1190
num_leaves=31
num_cat=0
split_feature=31 457 457 1213 151 16 150 1456 122 15 42 42 47 47 123 402 1 42 43 42 403 4 13 148 1374 457 13 47 160 15
split_gain=0.00119477 0.000898403 0.00095402 0.000975014 0.000946084 0.00116434 0.00132844 0.00143276 0.00076242 0.000714617 0.000991564 0.000786318 0.00103638 0.000856328 0.000741748 0.000795765 0.000746747 0.00109607 0.000986515 0.000879717 0.00072847 0.00101588 0.000760017 0.000773714 0.000599844 0.000726052 0.000593224 0.000508046 0.000495422 0.000774988
threshold=-1.0000000180025095e-35 -0.14786499999999997 -0.072694999999999996 -0.082704999999999987 -0.5225749999999999 -0.5048999999999999 -0.15178999999999995 -1.0000000180025095e-35 0.10544500000000001 0.091650000000000023 0.088200000000000014 0.11326500000000002 0.11402500000000002 0.087235000000000021 0.088610000000000008 0.10389500000000002 1.0000000180025095e-35 -1.0000000180025095e-35 -0.16318499999999997 0.084050000000000014 0.03138500000000001 -0.047864999999999991 -0.083894999999999983 -1.0000000180025095e-35 -0.094929999999999987 0.080930000000000016 -0.13710499999999998 0.096770000000000009 -0.082299999999999984 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 -6 -7 -8 9 11 -11 12 13 14 15 16 17 -9 -19 26 21 28 -23 -24 -25 -26 -20 -15 -18 -30
right_child=1 2 3 4 5 6 7 8 -10 10 -12 -13 -14 27 -16 -17 20 18 19 -21 -22 22 23 24 25 -27 -28 -29 29 -31
leaf_value=0.0013732450327192767 0.0009347621005241862 -0.0010411073589524033 -0.0013729334327186862 -0.0013062737347140903 0.00066912504422465488 0.0013310227781849222 -0.0013729661947389697 -0.0013729528114989847 -0.0012172208723704343 -0.0011096536875994955 0.0003050989647824666 -0.0010005958080918085 0.00077113460858308576 -0.0013235556297510802 0.0012301158054597546 0.0011197839137488178 -0.0013729752150611633 0.00090503467327351169 -0.00047895966408788591 -0.0011552182382348402 0.0011573506405490384 0.0010970900793287137 0.00116366370539446 -0.00072053200724924034 -0.00010891032921169459 0.0010704262624857386 0.00053621073725182303 -0.00019566119943476202 0.00053306365965823403 -0.0010744041845744681
leaf_weight=0.0011216093297043974 0.0016605772310569469 0.001918251274543036 0.001033924078869263 0.0010624857133834089 0.0044814145537346297 0.0012431208000407415 0.0016245623185162641 0.0015811234710536581 0.001039549678353068 0.0024773221206562104 0.0014985038309593968 0.0013193802204365382 0.0036393981143945089 0.0013483215216090185 0.0010066264614398959 0.0011987807787949825 0.0010406735232777464 0.0014432857331030391 0.0024066147316261777 0.0018273252601244128 0.001275404250851154 0.0017977674204079372 0.0011391004838401395 0.001879651529861805 0.003984117741474333 0.001306540885291696 0.0019754538570282421 0.0017038821531878412 0.0011926615740343047 0.0010746067572693363
leaf_count=86 43 172 290 47 175 17 227 365 8 151 198 117 68 74 55 59 39 10 17 260 33 90 18 19 107 33 56 80 107 100
internal_value=0 -5.88341e-05 -9.14935e-05 -5.40132e-05 -2.53454e-05 3.91948e-06 -6.7018e-05 -0.000109635 -5.72198e-05 -2.55832e-05 -0.000576428 3.8565e-05 8.0338e-05 -5.81401e-06 7.45625e-05 2.82621e-05 -2.6431e-05 -0.000332361 -0.000117364 -0.000355006 0.000165863 7.15999e-05 0.00028773 0.000112622 -5.43498e-05 0.00018233 -2.13168e-05 -0.000693912 -0.00058877 -0.00022882
internal_weight=0 0.0521804 0.0505199 0.0486016 0.0475677 0.0465052 0.0420238 0.0407807 0.0391561 0.0381165 0.00397583 0.0341407 0.0328213 0.0291819 0.0261297 0.0251231 0.0239243 0.0092338 0.00765268 0.00620939 0.0146905 0.0134151 0.0101072 0.00830941 0.00717031 0.00529066 0.00438207 0.0030522 0.00330794 0.00226727
internal_count=3121 3035 2992 2820 2530 2483 2308 2291 2064 2056 349 1707 1590 1522 1368 1313 1254 708 343 333 546 513 267 177 159 140 73 154 246 207
is_linear=0
shrinkage=0.00137286


Tree=1191
num_leaves=31
num_cat=0
split_feature=457 156 1213 457 151 4 47 11 128 150 1456 14 48 51 43 131 42 2 2 123 133 160 1374 12 160 0 15 15 52 13
split_gain=0.000752015 0.000702209 0.000728777 0.000691261 0.000704938 0.000948447 0.000970729 0.000905072 0.000906396 0.000693699 0.000997582 0.000669501 0.000630576 0.000772462 0.00053803 0.000449075 0.000538439 0.000511104 0.000714309 0.000727802 0.000666733 0.000614761 0.000624786 0.000669275 0.000710251 0.000627077 0.000842349 0.000415353 0.000497852 0.000403398
threshold=-0.14786499999999997 -1.0000000180025095e-35 -0.082704999999999987 -0.072694999999999996 -0.5225749999999999 0.24564500000000003 0.12794000000000003 0.081790000000000015 0.086435000000000012 -0.093459999999999988 -1.0000000180025095e-35 -0.46885499999999997 -0.075224999999999986 0.12547500000000003 -0.50775499999999985 0.10033500000000002 0.091545000000000015 0.12992500000000004 0.099185000000000009 0.087505000000000013 -0.085499999999999979 -0.082299999999999984 -0.094929999999999987 0.088615000000000013 0.092865000000000017 -0.11756999999999999 -0.036009999999999993 1.0000000180025095e-35 0.10160000000000001 -0.0069799999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 -6 -11 -7 -12 14 -14 16 17 18 19 20 -16 -22 -23 24 25 -24 -27 28 -20 -13
right_child=1 2 3 4 5 6 -8 -9 -10 10 12 29 13 -15 15 -17 -18 -19 27 -21 21 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00071210798772451006 -0.001219128936722098 -0.0012191183346901607 -0.00091219763773016166 -0.0011594586656721243 0.00079786447727787533 -0.00038768931121335726 -0.00083934360959883776 -0.0011594429347773715 -0.0012191831744757817 -0.0012191460816264677 -0.00085920577348132764 0.00031335895262086762 0.00059044034545036646 0.00070656680382199329 0.00055574596042394096 0.0004952239463140893 -0.00077108874434165056 -0.000940744740891582 0.00081409083010098519 -0.001208816199288941 -0.001112708755561605 -0.0010055972828814049 0.0010072372433545477 -0.00071763971975748208 -0.00064490985909861965 -0.0006258221609527965 0.00052064883480093874 -0.00036502034550923643 -0.00013573239145797271 0.00098812632241469865
leaf_weight=0.0012925046015794797 0.0010439905457286782 0.0010342667341218794 0.0018537773228946 0.0010062092172056216 0.0011483637833258334 0.0011900066536130183 0.0010224932622691085 0.0014422851913788995 0.001182960295976975 0.0012831149501553165 0.0016170677845579453 0.0028586035598527904 0.0014492203194578215 0.0017546526458898084 0.0016689898108994692 0.0013970017132711723 0.0023344578056574408 0.001149152663224128 0.0024628483071751353 0.0010709238853863221 0.0011545702986790482 0.0011780918427461992 0.0014371460959523462 0.0018161561268605908 0.0014451243794191271 0.0015738335046435676 0.0024120073734066501 0.0010692103620009163 0.0012295091428953242 0.0024409873219990432
leaf_count=44 162 293 170 47 30 40 15 101 150 181 59 200 28 83 143 106 340 25 104 11 138 19 25 139 35 67 184 43 19 120
internal_value=0 -0.000230814 -0.000207722 -0.000183757 -0.000151448 -0.000126581 0.000264666 -0.000214904 -0.000172111 -0.0001317 -0.000167882 0.000438613 -0.000120083 -7.5155e-05 -0.000130356 -0.000174999 -0.000217554 -0.000151852 -0.000102897 -0.000243756 -0.000162287 -0.000271064 -0.000172534 -5.9522e-05 0.000114506 0.000316876 6.79578e-05 0.000304063 0.000497812 0.000624156
internal_weight=0 0.045727 0.044683 0.0436488 0.041795 0.0407888 0.00751209 0.0332767 0.0318344 0.0306514 0.0295031 0.0064896 0.02822 0.0266029 0.0248482 0.023399 0.022002 0.0196676 0.0185184 0.0137568 0.0126859 0.0110169 0.00986236 0.00868427 0.00686811 0.00542299 0.00398584 0.00476157 0.00369236 0.00529959
internal_count=3121 3077 2915 2622 2452 2405 375 2030 1929 1779 1749 360 1568 1509 1426 1398 1292 952 927 761 750 607 469 450 311 276 251 166 123 320
is_linear=0
shrinkage=0.00121906


Tree=1192
num_leaves=31
num_cat=0
split_feature=1456 457 1213 457 151 52 133 1 43 42 159 16 49 13 42 1374 3 133 40 3 12 0 15 13 1 12 43 0 3 3
split_gain=0.00086264 0.000937124 0.00101946 0.000795777 0.000827719 0.000860699 0.000960106 0.00077428 0.00122416 0.000660342 0.00061838 0.000728732 0.000775172 0.000573193 0.000735644 0.000530572 0.000535072 0.000519541 0.000518774 0.000544984 0.000751688 0.000633748 0.000465596 0.000444637 0.00037451 0.000337698 0.000307233 0.000303189 0.000269406 0.000260958
threshold=-1.0000000180025095e-35 -0.15747999999999998 -0.082704999999999987 -0.072694999999999996 -0.40381499999999992 -0.52017999999999986 -0.25159999999999993 0.10089500000000001 -0.27207999999999993 -0.095859999999999987 0.091530000000000014 0.0057500000000000008 -0.087004999999999985 -0.099939999999999987 0.086325000000000013 -0.094929999999999987 0.0051600000000000005 0.10622000000000002 -0.012109999999999998 0.12178000000000001 0.092465000000000006 -0.15202999999999997 -0.074054999999999996 -0.0034749999999999994 0.11181500000000001 0.095565000000000011 -0.087324999999999986 -0.098289999999999975 -0.083924999999999986 -0.10519499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 -6 -7 9 -9 -8 11 12 -11 -14 15 -15 23 25 -10 20 -20 -21 -23 28 -22 26 -13 -25 -17 -26
right_child=1 2 3 4 5 6 7 8 18 10 -12 17 13 14 -16 16 -18 -19 19 21 24 22 -24 27 29 -27 -28 -29 -30 -31
leaf_value=-0.00091903993934695533 0.0010767395805230254 -0.0013729400214745145 -0.00094135805371011675 -0.0011360500308301394 -0.0011031427425957938 -0.0011067829628829031 -0.00099883897575300633 -0.00078702000619913001 0.0011888373228344238 -0.00098849054115713242 -0.00087481749315783982 0.0010376175340400004 0.00069294146074880747 -0.00088332061967198814 -0.00094752252130839403 0.00083535657240550851 0.00063677283850705575 -0.00041909355631646365 0.00099215644979738673 -0.00051979498012966749 -0.00055320672537222733 0.0011069709559842302 -0.00016047571046768342 -7.3523403731318526e-05 0.00077038107347614476 -7.6279302053391067e-05 0.00030504830773108187 -0.0010662284375222496 -0.00014517701315669418 -3.4708572930018092e-05
leaf_weight=0.0020340003444856416 0.0014602412077238105 0.0010572095634790992 0.0016604435849656421 0.0011224216947489643 0.0011681204166302797 0.0012208641394177979 0.0012580382334856912 0.0015815533643035442 0.0017368322751409879 0.0016300882318329704 0.001353344307484238 0.0029891687844596504 0.0019924388027661158 0.001004889307360206 0.0016619440514094039 0.0010378427562536202 0.0029191993802726302 0.0010936462410930936 0.0043368909712260262 0.0022144623389017681 0.0010114963629419549 0.0011812680903222628 0.0010161911054069614 0.0012527408504752202 0.0016953492226434719 0.0010870341374484838 0.0016885089423315227 0.0010795736452975371 0.0010753197139612486 0.001373637977422959
leaf_count=288 36 268 158 65 184 162 137 16 192 56 118 40 39 23 355 144 38 33 134 26 27 74 35 22 29 36 68 140 149 29
internal_value=0 -5.82442e-06 -4.0567e-05 -8.87273e-06 2.73179e-05 5.86615e-05 9.21772e-05 0.00012945 0.000360131 -3.16376e-05 2.401e-05 8.33119e-05 -0.000100081 2.03611e-05 -0.000113226 5.24408e-05 0.000180123 0.000448421 0.000484686 0.000389358 0.000594211 -1.47576e-06 0.000520854 -0.000119744 0.000171259 0.000613001 0.000773181 -0.000533023 0.000336395 0.000410034
internal_weight=0 0.0469608 0.0455005 0.0444433 0.0427829 0.0416604 0.0404923 0.0392715 0.0161477 0.0231238 0.0218657 0.0205124 0.013654 0.0120239 0.0100315 0.00836957 0.00736468 0.00685836 0.0145661 0.0128293 0.00841737 0.00441192 0.00219746 0.00444548 0.00408048 0.00576471 0.00467768 0.00233231 0.00211316 0.00306899
internal_count=3121 2833 2797 2529 2371 2306 2122 1960 562 1398 1261 1143 966 910 871 516 493 177 546 354 219 135 109 455 85 144 108 162 293 58
is_linear=0
shrinkage=0.00137286


Tree=1193
num_leaves=31
num_cat=0
split_feature=31 457 457 457 150 484 14 1213 148 160 474 156 50 129 15 158 376 43 43 133 0 48 16 13 0 0 13 3 15 3
split_gain=0.00124494 0.000723737 0.000764436 0.000718223 0.000958155 0.00104233 0.00102415 0.000711694 0.00070214 0.000661227 0.000707586 0.000923493 0.000637438 0.000682573 0.000790129 0.000706691 0.000686975 0.000774837 0.00103968 0.00119528 0.000787352 0.00156931 0.000742714 0.000733918 0.000572691 0.000455684 0.000528612 0.000407819 0.000401013 0.000373661
threshold=-1.0000000180025095e-35 -0.14786499999999997 -0.079829999999999984 0.51789000000000007 0.094365000000000018 -0.0068949999999999992 0.076175000000000007 -0.080769999999999995 -1.0000000180025095e-35 -0.40698999999999991 0.085070000000000021 0.087045000000000011 0.10030500000000002 0.085790000000000019 -0.24436499999999997 0.080150000000000013 0.11430500000000002 -0.074359999999999996 -0.00045499999999999995 0.091250000000000012 -0.14001499999999997 0.086260000000000017 0.22339500000000004 -0.0034749999999999994 -0.10324499999999999 0.10455500000000001 -0.23438999999999996 0.090900000000000009 0.040760000000000005 -0.078724999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 7 -7 -6 -9 11 12 13 14 -11 16 17 22 -19 20 21 -20 23 28 -25 26 -22 -10 29 -16
right_child=1 2 3 -5 8 6 -8 9 27 10 -12 -13 -14 -15 15 -17 -18 18 19 -21 25 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0014572409479122837 0.00090923951728180414 -0.001195463171654925 -0.0010633301554903436 -0.0012611670474997943 0.0013467467131247359 -0.0010383591194623005 -0.0013505811255279272 -0.0008924664063307006 -0.00047438944950534297 0.0011334593139131848 0.00079785813629468228 -0.0010451956775364096 0.00079826778467028574 -0.0010854034025050009 -0.000334206208734757 -0.0012023634144489538 -0.00099212129630094873 -0.0013701047828601081 0.00085885575053828804 0.001055292004514453 9.1868816249840974e-05 -0.00085116302475734737 0.0010301367974656821 0.00045153452939223314 -0.00086320488327367773 0.00032650790412193208 -0.0010351034161774353 0.00058865214468539469 0.0010195337666489405 0.00081136172583927445
leaf_weight=0.0011689712246387698 0.001573802520830724 0.001302917087961041 0.0022957465693380632 0.0010415673721126941 0.0016487406262983839 0.0013823005507596067 0.0012521711200914601 0.0015919350742970009 0.0012473411906448453 0.0013652726145050266 0.0026076288864169675 0.0016727022248649295 0.0023342378734465532 0.0011654585859965918 0.00144926906816778 0.0010033534015594361 0.0012894330357084973 0.0012938475509827159 0.0031301736508453238 0.0019328968798681965 0.0011815269246966366 0.0017907851907921213 0.0028702821933137557 0.0010969979321657775 0.0019591078720955189 0.0010138887411557107 0.0035012977953741411 0.0019849213186233783 0.0020025615525156581 0.0010366338757208382
leaf_count=86 43 161 405 11 59 300 69 186 104 121 143 134 96 125 57 87 7 277 40 55 21 31 40 11 96 29 211 31 38 47
internal_value=0 -6.33705e-05 -9.4328e-05 -6.45269e-05 -3.80647e-05 -0.000108718 -5.38244e-05 -1.18359e-05 0.000573066 2.6217e-05 6.71859e-05 9.60548e-06 6.57651e-05 6.97309e-06 5.25763e-05 -3.00133e-06 4.41002e-05 9.91777e-05 -0.000126653 1.53547e-06 -0.000190296 0.000236563 0.000399373 0.000159403 -0.000391275 -0.000559027 -0.000750756 0.000178421 0.00053435 0.000143501
internal_weight=0 0.0510188 0.049445 0.0481421 0.0471005 0.0422195 0.0399238 0.0386716 0.004881 0.0372893 0.0356974 0.0330897 0.031417 0.0290828 0.0279173 0.0265521 0.0255487 0.0242593 0.0138444 0.0125506 0.0106177 0.00492096 0.0104149 0.00754457 0.00305611 0.00569671 0.00468282 0.00323226 0.00448846 0.0024859
internal_count=3121 3035 2992 2831 2820 2626 2221 2152 194 1852 1666 1523 1389 1293 1168 1047 960 953 664 387 332 71 289 249 107 261 232 135 142 104
is_linear=0
shrinkage=0.00145689


Tree=1194
num_leaves=31
num_cat=0
split_feature=31 39 42 151 1348 14 1456 52 133 1 128 484 43 133 133 0 3 50 43 0 13 0 4 49 15 2 0 11 13 16
split_gain=0.00134682 0.00114607 0.00119306 0.000972198 0.00125169 0.00149638 0.00108279 0.000725042 0.000973429 0.000728465 0.00103209 0.000752546 0.000885018 0.00101549 0.000998945 0.000842395 0.00108584 0.00109231 0.000790711 0.000744239 0.000864383 0.000643668 0.000779299 0.000596704 0.000531844 0.000648221 0.00054917 0.000488719 0.000444625 0.000710851
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 -0.5225749999999999 0.090205000000000021 0.076175000000000007 -1.0000000180025095e-35 -0.52017999999999986 -0.25159999999999993 0.10937500000000001 0.086435000000000012 0.085515000000000022 -0.15582499999999996 0.10622000000000002 0.083950000000000011 -0.23091999999999999 -0.116045 0.10030500000000002 -0.088704999999999992 -0.033209999999999996 -0.010384999999999998 -0.10324499999999999 0.25615500000000008 0.10910000000000002 1.0000000180025095e-35 0.090790000000000023 -0.10474999999999998 0.080705000000000013 -0.0030199999999999997 0.23311500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 -8 -9 10 11 12 28 14 15 -14 27 24 -16 20 23 22 -22 -11 25 -18 -27 -17 -10 -30
right_child=1 -3 3 4 -6 -7 7 8 9 19 -12 -13 13 -15 18 16 17 -19 -20 -21 21 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0014007664174833805 -0.0014006280216209454 0.0014007635943044886 -0.0013159119232577854 -0.0010625651415436493 0.0013649304997115173 -0.0012584692140513976 -0.0010696474233406368 -0.0010988378917707047 0.0013101453341777987 0.0010062334136275745 -0.0014004079488229356 0.00063656397778041364 0.00057088547954406248 -0.001296585820350422 -0.00033692454062345242 0.00067775477966639582 -0.00090828375210379295 0.0005870814997892157 0.00089435927838946215 0.0014004508399459263 0.00075892553489401377 -0.00074881901562531632 -0.00037331401726737099 -0.00018856403746594328 -0.001284984546234209 0.00054875949695263866 -0.0006052253122812057 -0.00044511421239112577 -0.00047674804879093693 0.00089225442479338773
leaf_weight=0.0012647624629500412 0.0013254797940120957 0.0010326614346780607 0.0011737107942835215 0.0018532467787568665 0.0012364166493910025 0.0019671830651351021 0.0011495090616194794 0.0013869594639785978 0.0010971924973546265 0.00354961011553634 0.001028069854563717 0.0035061429245111233 0.0021905490051494633 0.0014422290154150188 0.001518753373290771 0.0023968454946725485 0.0041733048179710963 0.0014040811835722708 0.003131331583546392 0.0012568227385778572 0.0024857748729800733 0.0018935357980396353 0.0022902815146679245 0.0010657307818418005 0.0025420797083901547 0.0014969674197118366 0.0017586706913856887 0.0011130301007256094 0.001366571627501755 0.0016318836610480503
leaf_count=86 18 21 47 269 33 97 198 167 15 171 109 138 33 263 61 41 180 82 176 73 22 41 27 28 467 51 81 23 93 10
internal_value=0 -6.06485e-05 -8.83738e-05 -5.56214e-05 -2.71381e-05 -6.10888e-05 -1.27508e-05 2.87537e-05 5.63663e-05 9.25016e-05 -2.02227e-05 2.58919e-05 -5.26419e-05 -0.000158721 -8.31854e-05 -0.00023988 -0.000359197 -0.000569286 0.000492213 0.000378297 0.000264458 -5.79333e-05 0.000215978 0.000730342 -0.000732121 -0.000542939 -7.46142e-05 0.000321677 0.000547417 0.00026832
internal_weight=0 0.0554646 0.054432 0.0531065 0.0519328 0.0506964 0.0487292 0.0468759 0.0457264 0.0443395 0.0317977 0.0307696 0.0272635 0.0231678 0.0217256 0.0170755 0.014885 0.0113751 0.00465008 0.0125418 0.0112849 0.00666959 0.00477606 0.00461534 0.00997102 0.00742894 0.00325564 0.00350988 0.00409565 0.00299846
internal_count=3121 3035 3014 2996 2949 2916 2819 2550 2352 2185 1823 1714 1576 1458 1195 958 925 861 237 362 289 90 49 199 779 312 132 64 118 103
is_linear=0
shrinkage=0.00140032


Tree=1195
num_leaves=19
num_cat=0
split_feature=1213 1447 453 4 42 123 15 1 4 43 0 3 2 4 52 12 3 3
split_gain=0.000199304 0.000142853 0.000171725 0.000304206 0.00023493 0.000338706 0.000327753 0.000192208 0.000187769 0.000211736 0.000306403 0.000225601 0.000311267 0.000487189 0.000218417 0.00036263 0.000296966 8.01813e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.24564500000000003 -0.095859999999999987 1.0000000180025095e-35 -0.095869999999999983 0.111945 -0.49405499999999997 -0.084004999999999982 -0.077999999999999986 0.092670000000000016 0.11411 0.0061450000000000003 -0.085984999999999992 0.090545000000000014 -0.078934999999999991 -0.080884999999999985
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 -3 6 -6 -5 -8 10 -10 14 13 -13 -11 16 -16 -9
right_child=1 2 -4 7 5 -7 8 17 9 11 -12 12 -14 -15 15 -17 -18 -19
leaf_value=-0.0020188466395302464 -0.0015012421573390201 -0.0016692789003506226 -0.001571308680958754 0.00033822126960478401 -0.0019850388517394777 0.0024567605107326789 -0.0015012433342276351 0.0014379987108354959 3.0371195253846197e-05 -0.002183212272403214 0.0033011465192903937 -1.2237313986378108e-05 -0.00074742679814809138 0.0042334036760084534 -0.00085941002426835774 -0.0021105507378950303 0.0024177401560796646 0.0032459229797297128
leaf_weight=0.0010045056727908666 0.0011630209506607861 0.0016490698765062586 0.0011554209676506435 0.0019371887402455093 0.0016197797253631992 0.0012050121327362726 0.0012158710900502774 0.0010170016265573789 0.0012489212217176027 0.0013153968657496065 0.0011325060620475122 0.0012107580974927146 0.0014571513470933439 0.0010435510356501254 0.0010001067676018716 0.001141229427217394 0.0013439408790958474 0.0010177855141927372
leaf_count=491 255 160 78 121 193 135 116 62 208 224 65 57 51 14 286 353 57 195
internal_value=0 5.36227e-05 0.000136915 0.000232935 -3.81859e-05 0.000141923 -6.12502e-05 0.00136489 0.000196079 0.000385524 0.00158581 4.97205e-05 0.000892867 0.00195313 -0.000602127 -5.40117e-06 0.00101952 0.00234231
internal_weight=0 0.0228737 0.0217107 0.0205553 0.0165833 0.0149342 0.0137292 0.00397198 0.0121094 0.0108936 0.00238143 0.00851213 0.00371146 0.00225431 0.00480067 0.00348528 0.00234405 0.00203479
internal_count=3121 2630 2375 2297 1919 1759 1624 378 1431 1315 273 1042 122 71 920 696 343 257
is_linear=0
shrinkage=0.00455379


Tree=1196
num_leaves=31
num_cat=0
split_feature=31 39 42 156 151 1348 14 1456 133 123 3 1213 1374 38 3 11 133 456 0 150 47 151 13 0 3 3 0 2 13 13
split_gain=0.00118239 0.00116391 0.00103861 0.000970799 0.000931159 0.00102986 0.00134464 0.000918734 0.000861561 0.000984749 0.000775387 0.000920381 0.000921504 0.000750376 0.00105494 0.000736653 0.000943277 0.000711248 0.000928366 0.000827986 0.000600208 0.000659411 0.00101209 0.00068718 0.000624993 0.000572992 0.000486532 0.000749437 0.000483312 0.000457309
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 -1.0000000180025095e-35 -0.5225749999999999 0.090205000000000021 0.076175000000000007 -1.0000000180025095e-35 -0.25159999999999993 0.083745000000000014 -0.12018999999999998 -1.0000000180025095e-35 0.093235000000000012 0.10208000000000002 0.30112000000000005 0.089270000000000002 0.039215000000000007 0.041000000000000002 -0.23091999999999999 0.08882000000000001 0.10421000000000001 -0.019324999999999998 -0.076599999999999988 -0.11242999999999999 -0.075944999999999985 0.090900000000000009 -0.077809999999999976 0.087015000000000023 -0.080759999999999985 -0.49353499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 7 -6 -9 10 15 -12 13 14 17 16 -10 18 -13 20 21 -20 29 25 -22 -24 -25 -28 -11 -23
right_child=1 -3 3 4 5 -7 -8 8 9 28 11 12 -14 -15 -16 -17 -18 -19 19 -21 24 22 23 26 -26 -27 27 -29 -30 -31
leaf_value=0.0014006768642207202 -0.0014005877070312571 0.0014007666699621187 -0.0014003850580899065 -0.0013138456268743102 -0.00099235668768396274 0.0013596157886182239 -0.0012566258252504146 -0.00095426080891081481 0.00086627291469805576 0.0014004381504627776 -0.0014003675315703984 0.00082494369334291484 -0.0012608262385789986 -0.0011229044783859637 0.001400412968669553 -0.00036906900896005701 -0.00038515750890251649 -0.0009919312498241524 0.00065420535732733649 -0.00087973777204710193 -0.00021906706295722522 -0.00043608779207237122 0.00062413892554833144 -0.0013998735647789665 0.0010560372367505921 -0.00053605286931962906 0.00028687505120505541 -0.0011207964708746824 0.00033939654607245787 0.00041225638279356541
leaf_weight=0.0011068867514789629 0.0011599333546854487 0.0010471006254917361 0.0010397403435402621 0.001090197241463641 0.0017311600681815245 0.0010604268994711665 0.0017058559941407472 0.001624942868642342 0.00551589932047402 0.0015025366968028919 0.0010031611892569172 0.0027305164333597384 0.0011607054544953135 0.0011006258677355154 0.0010993514790715855 0.001978701181286624 0.0015028829639334162 0.0013441182099200857 0.002233394069598659 0.0020869641841159128 0.0011787199786894575 0.0016030259139370173 0.0015261472220373506 0.0018445198403124041 0.0020907831407228619 0.0018424444209017565 0.0013513340831821652 0.001643721765765882 0.001914356557096041 0.0055945292759540495
leaf_count=86 18 21 163 47 233 33 93 171 115 67 413 35 36 32 87 65 26 130 62 78 32 7 31 291 30 19 85 200 104 311
internal_value=0 -6.12905e-05 -9.00344e-05 -6.08572e-05 -3.35808e-05 -5.64969e-06 -3.525e-05 8.88749e-06 4.70046e-05 8.41097e-05 2.31043e-05 -8.06453e-05 -3.71403e-05 1.13847e-05 5.57031e-05 0.000385569 0.000598313 1.09291e-06 5.29757e-05 -3.86885e-05 4.52597e-05 -5.68854e-05 -0.000159974 -0.00049607 0.000596337 -1.04256e-05 -0.000834104 -0.000485672 0.000805977 0.000223315
internal_weight=0 0.0543078 0.0532607 0.0521008 0.051061 0.0499708 0.0489104 0.0472045 0.0454734 0.0438484 0.0404315 0.0314341 0.0304309 0.0292702 0.0281696 0.00899748 0.00701878 0.0270702 0.0257261 0.0229956 0.0209086 0.0176391 0.0154057 0.00820817 0.0032695 0.00336859 0.00483958 0.00299506 0.00341689 0.00719756
internal_count=3121 3035 3014 2996 2833 2786 2753 2660 2427 2256 2085 1879 1466 1430 1398 206 141 1311 1181 1146 1068 1006 944 626 62 50 576 285 171 318
is_linear=0
shrinkage=0.00140032


Tree=1197
num_leaves=31
num_cat=0
split_feature=31 39 42 1456 457 1213 457 151 133 52 15 42 1 47 16 38 1 16 16 42 42 2 4 48 160 133 3 0 16 43
split_gain=0.00125265 0.00117705 0.00122301 0.000983827 0.00115729 0.00107015 0.00111741 0.000955161 0.000958708 0.00119119 0.000858122 0.000921584 0.000840405 0.000836866 0.000985233 0.000993123 0.000922055 0.000793867 0.00110066 0.000671755 0.000670656 0.00107931 0.000955148 0.000679881 0.000631391 0.000582896 0.000822903 0.000763755 0.0009959 0.000523682
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 -1.0000000180025095e-35 -0.15747999999999998 -0.082704999999999987 -0.072694999999999996 -0.5225749999999999 -0.25159999999999993 -0.52017999999999986 0.097485000000000016 0.088200000000000014 0.14000500000000002 0.13495000000000004 -0.50992999999999988 1.0000000180025095e-35 0.11323000000000001 -0.014034999999999997 -0.067914999999999989 0.090545000000000014 0.08623500000000002 0.089885000000000007 -0.083854999999999985 0.091635000000000008 0.086325000000000013 0.039215000000000007 0.12178000000000001 -0.11013499999999998 0.042200000000000008 -0.090299999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 -7 -8 -9 -10 12 -12 13 14 -11 16 17 18 19 20 21 22 -16 -23 25 26 27 -19 -29 -27
right_child=1 -3 3 4 5 6 7 8 9 10 11 -13 -14 -15 15 -17 -18 24 -20 -21 -22 23 -24 -25 -26 29 -28 28 -30 -31
leaf_value=0.0014865471670207392 -0.0014863451600705467 0.0014865024414232818 -0.00099641929603984142 0.0011945210197900702 -0.0014860998185973091 -0.0011000809439725679 -0.0014033252137655051 -0.0010308997211914452 -0.0014860870387514557 0.00091682841097135684 -0.0010426927223687844 0.00042775044897288233 0.0014350545673563922 -0.0011458049934040817 0.00024579394138420964 -0.00099126382101448647 0.00079520578394608795 0.0013699542991724364 -0.0011618231464150103 -0.0011216621505598591 0.0010007770313744317 0.00092997165770637138 -0.0011804915194760621 -0.00015922688228744733 0.0011716795066794758 -0.00093506147603027265 -0.00068214004226258885 -0.000788094085661677 0.0006944228943775 0.00026874387172656192
leaf_weight=0.0011929168838227247 0.0013358709266420013 0.001077512285732495 0.0023102521027853476 0.0017164617255005501 0.0011146740875176411 0.0020070110999990112 0.0010026618628060638 0.0017061511373581686 0.0010170029396932003 0.0038577978168268098 0.0025946757860255678 0.0014770152779450818 0.0011934773707720217 0.0010403215488850029 0.0017734908337745268 0.0016752630445182595 0.0046393204338648344 0.0020826357365422172 0.0020917794023975764 0.001063379173164237 0.0016116095269573813 0.0027303726614045232 0.002496210196567092 0.0023588765092226183 0.0017439762848869842 0.0015832648458395937 0.0012799110768355604 0.0013587871440710313 0.0037961382689539747 0.0016089964611802907
leaf_count=86 18 21 287 35 268 156 47 171 176 106 87 130 77 16 154 40 154 24 123 149 79 79 177 32 73 50 10 103 81 112
internal_value=0 -5.19901e-05 -8.1452e-05 -4.72866e-05 -5.61648e-06 -4.6084e-05 -1.38457e-05 3.17789e-05 6.2538e-05 0.000103927 0.00014063 -0.000509286 0.00020681 0.000169022 0.000205255 0.000124264 0.000182267 7.91609e-05 -0.00016689 6.05293e-06 0.000115363 -3.71056e-05 -0.00058806 0.000425126 0.000337502 0.000213264 0.00041624 0.00061048 0.000303646 -0.000328307
internal_weight=0 0.0573449 0.0562674 0.0549315 0.0526213 0.0509048 0.0497901 0.0477831 0.0467805 0.0450743 0.0440573 0.00407169 0.0399856 0.0387921 0.0377518 0.033894 0.0322187 0.0275794 0.0141257 0.0120339 0.0109706 0.00935895 0.0042697 0.00508925 0.0134537 0.0117097 0.00851747 0.00723756 0.00515493 0.00319226
internal_count=3121 3035 3014 2996 2709 2674 2406 2250 2203 2032 1856 217 1639 1562 1546 1440 1400 1246 793 670 521 442 331 111 453 380 218 208 184 162
is_linear=0
shrinkage=0.00148603


Tree=1198
num_leaves=18
num_cat=0
split_feature=14 3 124 3 11 1 0 15 15 16 12 12 2 1 2 3 0
split_gain=0.000207145 0.000168953 0.000198081 0.000226337 0.000273458 0.000257567 0.000170718 0.000329704 0.000286442 0.000251901 0.000249077 0.000239279 0.000210333 0.000165399 0.000245459 0.000253388 0.0001356
threshold=0.076175000000000007 0.20828500000000003 -0.043384999999999993 -0.12018999999999998 0.081790000000000015 0.077845000000000011 -0.082974999999999979 -0.0088349999999999974 0.088495000000000018 -0.088394999999999987 0.10097500000000002 -0.010834999999999999 0.091545000000000015 0.088975000000000012 0.11215000000000001 0.090900000000000009 -0.10836499999999999
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 13 10 -9 11 -8 -13 -5 15 16 -15
right_child=-2 -3 3 6 -6 -7 8 9 -10 -11 -12 12 -14 14 -16 -17 -18
leaf_value=0.0015079296019639349 -0.0021344969808571603 0.0017704545301673825 0.00051678600008004197 -0.0021311859495497486 -0.00073984682928208609 0.0034131138984412339 0.00047563943686222405 -0.00029125986566986656 -0.0033085353793181837 0.0023489296065403822 0.0010511040319982673 -0.0037524386050325933 -0.0008609370090894295 -0.0017318002503339698 -0.0018500283160508342 0.0021515649974458212 0.00059587039786777114
leaf_weight=0.0017181224238168582 0.0010084469298581302 0.0012262103489195644 0.0017757347418871873 0.0013795125632420869 0.001727654921296562 0.0011263529083012092 0.0011495636206348969 0.0014667866091039317 0.0010570480363685797 0.0018147559040561098 0.0014587621815129737 0.0010356653595281545 0.0012417215051058195 0.0010836084599432638 0.0015454545721693691 0.0012266622852905584 0.0011665505067570692
leaf_count=228 101 142 57 525 138 76 57 198 480 274 141 298 190 39 62 39 76
internal_value=0 5.89325e-05 -3.65754e-05 -0.000167582 0.000752492 0.0016409 -0.000440184 -5.22394e-05 -0.00107231 0.00116882 -0.000588497 -0.00128643 -0.00217588 -0.000678149 -0.000279031 0.00041928 -0.000525065
internal_weight=0 0.0232002 0.021974 0.0202558 0.00462974 0.00290209 0.0156261 0.00968333 0.00594276 0.00328154 0.00488571 0.00342695 0.00227739 0.00640179 0.00502228 0.00347682 0.00225016
internal_count=3121 3020 2878 2650 271 133 2379 1213 1166 472 686 545 488 741 216 154 115
is_linear=0
shrinkage=0.00473777


Tree=1199
num_leaves=17
num_cat=0
split_feature=43 13 13 12 133 3 0 15 16 4 0 150 41 15 1 12
split_gain=0.000139652 0.000181242 0.000213362 0.00015307 0.000293211 0.000235049 0.000368441 0.000238916 0.000310818 0.000337941 0.000302849 0.000234924 0.000189834 0.000167733 0.000237612 0.000104115
threshold=0.24789500000000006 -0.23438999999999996 -0.49353499999999995 -0.077884999999999996 0.093255000000000018 -0.12018999999999998 -0.053834999999999994 -0.11713499999999999 -0.29154999999999992 0.0061450000000000003 -0.10607499999999999 0.084495000000000015 1.0000000180025095e-35 -0.074054999999999996 0.080000000000000016 0.083370000000000014
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 12 7 -7 -9 11 -11 13 15 -10 -15 -5
right_child=-2 3 -4 4 -6 6 -8 8 9 10 -12 -13 -14 14 -16 -17
leaf_value=-0.00032282360368173532 -0.0015995859153888794 0.0011113943994440381 0.0023882994834642929 0.0027313709042275525 -0.0023425881555778224 -0.0016105188317929147 -0.0021755537256522481 -0.00190450224787245 0.0017580656280229204 0.0026412109704062421 -0.00013097198525893289 -0.0021780925107242315 -0.00048826938470223713 0.0012810566846069293 -0.0016512826483003889 0.00089409521781208729
leaf_weight=0.001059511365850252 0.0011186620954699569 0.0019750705082738343 0.0013938933414268098 0.0010142262801913172 0.0012601828533916884 0.0016986647420446062 0.0019822327796922357 0.0012083751103641989 0.0011202636266666715 0.0022361717769854295 0.0012878365129645464 0.0010195207235657033 0.0013989065107469223 0.0010083913991149104 0.0013273198967038713 0.0017316030204437283
leaf_count=68 188 252 90 47 489 158 192 85 205 29 123 129 92 565 256 153
internal_value=0 4.85121e-05 0.00121749 -9.29854e-05 -0.000223016 -6.62043e-05 -0.000369554 -4.13184e-05 0.000248167 0.000573341 0.00162813 -0.000257198 0.000877113 0.000309471 -0.00038531 0.00157273
internal_weight=0 0.0227222 0.0024534 0.0202688 0.0182937 0.0170335 0.0128888 0.0109065 0.00920788 0.0079995 0.00352401 0.0044755 0.00414474 0.00345597 0.00233571 0.00274583
internal_count=3121 2933 158 2775 2523 2034 1742 1550 1392 1307 152 1155 292 1026 821 200
is_linear=0
shrinkage=0.00455379


Tree=1200
num_leaves=31
num_cat=0
split_feature=31 39 42 453 1348 14 1456 133 52 123 13 13 2 403 1374 150 151 1213 159 49 12 47 15 12 131 3 13 1374 0 13
split_gain=0.00119892 0.00116935 0.00100783 0.000919073 0.00120093 0.00125761 0.00113182 0.000849123 0.00115078 0.000793935 0.000765802 0.0011496 0.000676679 0.000656502 0.000681612 0.000698918 0.000566388 0.000601523 0.000620953 0.00075242 0.000673201 0.00111922 0.000904653 0.000661196 0.000733181 0.000804854 0.000738851 0.000657201 0.000819416 0.000585302
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 0.10218000000000001 0.090205000000000021 0.076175000000000007 -1.0000000180025095e-35 -0.25159999999999993 -0.52017999999999986 0.083745000000000014 -0.53104499999999988 -0.39067499999999994 0.097070000000000004 -0.092474999999999988 0.093235000000000012 -0.099594999999999975 -0.090369999999999992 -0.080769999999999995 -0.032739999999999991 0.10247500000000002 0.086700000000000013 1.0000000180025095e-35 0.084050000000000014 0.088615000000000013 0.10033500000000002 -0.10023499999999998 -0.093839999999999993 -0.094929999999999987 -0.23091999999999999 0.18141000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -9 10 -10 -12 -11 -13 15 -15 -17 -18 -19 20 21 22 27 -22 25 29 -27 -20 -29 -25
right_child=1 -3 3 -5 -6 -7 7 8 9 12 11 13 -14 14 -16 16 17 18 19 -21 23 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=0.0014006890471496586 -0.0014005707803791693 0.0014007549279042438 -0.0010551420480306461 -0.0012643995484583948 0.0013770109487247334 -0.0012364153278274497 -0.00098801899622087924 -0.0014003858924000079 -0.00090857956029853062 -0.00011616641471716458 0.00098811982694599712 -0.00098534513979887657 0.0012738509601324906 0.0011265630770501975 -0.0010428257164619415 -0.00074137456751744791 -0.00092865385147612505 -0.00064763338535211339 -0.00061974881682798301 0.0011303617154112906 0.0011189072487287654 -0.0011671530762779874 -0.0011866545465323986 0.00062076528398885588 0.0012297895921705017 0.00013983990994486311 -0.0014003882047553182 0.001400553134375837 0.00016992741494388112 -0.00038263112037084483
leaf_weight=0.0011145495210369552 0.001137063443525931 0.0010430467082969122 0.0020079684420473134 0.0012269254876855476 0.0011495823216449699 0.0017502205317754252 0.0015800317129182053 0.0010357774737049788 0.0016005789847213228 0.0010581862552743173 0.0025488743762860358 0.0012439372678878504 0.0019564517094723399 0.0012220267993612302 0.0010805297628095891 0.0016898911424769727 0.001088359273762495 0.0018665864511697708 0.0016428567145965198 0.0015632602200366099 0.0019462548179056691 0.0016520812028257845 0.0010265050728683897 0.0043086856680360905 0.0012354902755440387 0.0012696975799855199 0.001176708572034015 0.0012387695310280859 0.0073923992839035587 0.0015500601297873118
leaf_count=86 18 21 269 18 35 98 175 190 14 48 84 346 120 21 41 127 249 229 15 54 101 51 75 67 17 20 244 16 246 26
internal_value=0 -6.70632e-05 -9.69388e-05 -6.73569e-05 -3.73113e-05 -7.13739e-05 -2.70287e-05 1.99177e-05 5.74837e-05 9.39947e-05 3.95933e-05 8.08971e-05 0.000785933 1.32715e-05 5.09714e-05 8.80562e-05 4.66474e-05 9.26341e-05 0.000132518 0.00018852 0.000128276 -9.05889e-05 6.67994e-05 0.000375067 0.000223327 7.36033e-05 -0.000601002 0.000192035 0.00034655 0.000355295
internal_weight=0 0.0522888 0.0512458 0.0501087 0.0488818 0.0477322 0.045982 0.043974 0.042394 0.0413582 0.0383436 0.036743 0.00301464 0.0341941 0.0329502 0.0318696 0.0306476 0.0289577 0.0278694 0.0260028 0.0244395 0.0129526 0.0113005 0.0114869 0.00954064 0.00830515 0.00244641 0.010274 0.00863117 0.00585875
internal_count=3121 3035 3014 2996 2978 2943 2845 2576 2401 2211 2043 2029 168 1945 1599 1558 1537 1410 1161 932 878 403 352 475 374 357 264 277 262 93
is_linear=0
shrinkage=0.00140032


Tree=1201
num_leaves=31
num_cat=0
split_feature=39 9 1456 457 457 42 133 52 1213 1 15 2 15 52 0 160 403 52 160 133 156 51 42 42 51 4 0 12 2 0
split_gain=0.00119141 0.00111976 0.000936285 0.000819953 0.000826263 0.000780282 0.000783479 0.000787651 0.000776477 0.000672309 0.000859336 0.00080776 0.00130174 0.00129327 0.000773733 0.000653357 0.000703161 0.00070812 0.000606927 0.000599262 0.000564394 0.000508239 0.000592213 0.000381138 0.000377852 0.000507035 0.000490562 0.00037528 0.000351449 0.000297985
threshold=0.16946000000000003 -0.036024999999999995 -1.0000000180025095e-35 -0.15747999999999998 -0.072694999999999996 -0.11466499999999999 -0.25159999999999993 -0.51296999999999993 -0.080769999999999995 0.111945 0.095175000000000023 0.090545000000000014 -0.098289999999999975 0.11434500000000002 -0.20211999999999997 0.092070000000000013 -1.0000000180025095e-35 -0.082554999999999976 -1.0000000180025095e-35 0.10622000000000002 0.08956500000000002 -0.076794999999999988 -0.0060199999999999993 0.08623500000000002 0.078435000000000019 -0.083854999999999985 -0.094654999999999975 0.051320000000000005 0.10559 -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 -1 -3 -4 -5 27 -7 -8 -9 10 11 12 -10 19 -11 16 -14 -18 20 21 -16 -13 -23 -24 25 -19 -27 -6 -25 -20
right_child=-2 2 3 4 5 6 7 8 9 14 -12 13 15 -15 18 -17 17 24 29 -21 -22 22 23 28 -26 26 -28 -29 -30 -31
leaf_value=0.0014006052434631902 0.0014007290820019903 -0.00097840829630221741 0.0010496009758056469 -0.0010348766003692627 -0.00023560783086046475 -0.00094605714341073428 -0.0011086431994688272 -0.00099702608641689364 -0.0010553533314755989 -0.00033469922124483212 -0.00088881919595577472 -0.00016531371288496834 -0.00083793842365958971 -0.0008526303953742707 -0.00071927176649499611 -0.00097702140775276711 -0.00068967179313849237 0.0010023186400400827 0.0010459001889432979 -0.00046760682075389673 0.00069131777922821407 -0.00013584257859474783 0.00097295094134351181 -0.00030364684864034834 0.0011228781813951759 0.00063861553333022247 -0.00054517086466615561 -0.0013355745027259227 0.00086392722883114046 0.00025993423291757062
leaf_weight=0.001021966357626968 0.0011340771928090012 0.0021760535402390859 0.0013188537507957667 0.0016778139936626238 0.0011755986329120552 0.0016155307407501587 0.0011221930432876439 0.0012681905625582237 0.0026905684454656695 0.0020500128602947152 0.0019538901636546582 0.0017037512088533555 0.0011229985698015827 0.0017102465680176602 0.0010710361157268986 0.0010656874434213934 0.0010717191277436209 0.0014401402691248608 0.0044053486360144953 0.0012789429718111931 0.0011571085798820491 0.0015439198043107902 0.0064658931982108925 0.00101756223890348 0.001622641686648052 0.0012314445818901662 0.0015510049372729042 0.0012601571824735203 0.0010046429492831521 0.001204518934390995
leaf_count=89 23 288 35 159 33 166 176 263 100 28 219 73 309 65 66 35 59 42 113 85 44 52 112 49 48 21 159 114 26 70
internal_value=0 -5.04205e-05 -8.00918e-05 -3.9198e-05 -7.00906e-05 -3.3962e-05 1.03461e-05 4.82595e-05 8.10181e-05 0.000116656 7.4168e-06 7.34451e-05 -0.000199596 0.000292179 0.000431236 5.32668e-05 0.00018983 0.000356693 0.000631565 0.000442617 1.32683e-05 0.000541811 0.000661903 0.000807007 0.000548544 0.000327841 -2.12558e-05 -0.000804684 0.000276411 0.000877142
internal_weight=0 0.0509994 0.0499775 0.0478014 0.0464826 0.0448047 0.042369 0.0407535 0.0396313 0.0383631 0.0284751 0.0265212 0.0117962 0.014725 0.00988803 0.00910564 0.00803995 0.00691695 0.00783801 0.0130147 0.00222814 0.0117358 0.010032 0.0084881 0.00584523 0.00422259 0.00278245 0.00243576 0.00202221 0.00560987
internal_count=3121 3098 3009 2721 2686 2527 2380 2214 2038 1775 1454 1235 773 462 321 673 638 329 293 397 110 312 239 187 270 222 180 147 75 183
is_linear=0
shrinkage=0.00140032


Tree=1202
num_leaves=31
num_cat=0
split_feature=39 42 156 457 1213 457 151 4 11 128 1456 47 0 43 133 1 0 40 3 156 49 52 15 3 1 133 133 0 42 0
split_gain=0.00150041 0.000927975 0.000834877 0.000784738 0.000783352 0.000808933 0.000799122 0.00108722 0.000899183 0.000886383 0.000802412 0.000753511 0.00072193 0.000667879 0.00064246 0.000632606 0.000766096 0.000591759 0.000810376 0.0005886 0.000750772 0.000712183 0.000661616 0.000625176 0.00101279 0.00056254 0.00102835 0.000661405 0.000530668 0.000531738
threshold=0.16946000000000003 -0.26584999999999998 -1.0000000180025095e-35 -0.15747999999999998 -0.082704999999999987 -0.072694999999999996 -0.5225749999999999 0.24564500000000003 0.081790000000000015 0.086435000000000012 -1.0000000180025095e-35 0.12171500000000002 -0.15350499999999997 -0.17390999999999998 0.039215000000000007 0.111945 -0.10096999999999999 0.097265000000000018 0.30112000000000005 0.091255000000000017 0.10247500000000002 -0.081429999999999989 1.0000000180025095e-35 0.11296500000000002 1.0000000180025095e-35 0.10622000000000002 0.097125000000000003 -0.083914999999999976 0.083995000000000014 -0.14116499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7 8 9 10 -8 12 -9 14 -12 16 -14 18 19 20 21 22 23 24 -15 26 27 28 29 -23
right_child=-2 2 3 4 5 6 7 11 -10 -11 13 -13 15 17 -16 -17 -18 -19 -20 -21 -22 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0012939617622625692 0.0012940432942271263 -0.0012937482585489231 0.00077572635783028138 -0.0012937407097291952 -0.00098911032993307204 -0.0012370072371519132 -0.0010197968543471955 0.0011878640306948183 -0.0012140282419587467 -0.0012938403695371939 0.00084808128990420827 -0.00068908012256112456 -0.00074066818217973136 -0.00083901004791751843 -0.00031750453779578829 0.00068063251597221713 0.00067879162277565319 -0.0011255748571172965 0.00089661101632154932 -0.00088781725820304028 0.00074687374736166258 -6.0266977094279173e-05 -0.00050806806589129836 0.0012940384132837965 0.00061243277580502926 -0.0011609689246436417 0.00095914149751903134 -0.0008096839794644624 0.00035646626328029573 -0.00083423532225325653
leaf_weight=0.0013670415166373564 0.0010862686995380946 0.0011693146825750836 0.0013753408604912911 0.0011015635232474166 0.0020260846355433229 0.0011096812783506485 0.0016494462004326129 0.0017125742846850756 0.001472050617364217 0.0011560706253557198 0.0022612809725259799 0.0011110089968724424 0.0017117324989754934 0.001156024090383837 0.0012175574257184962 0.0025824910122458355 0.0010128806843141547 0.001026270081993629 0.0012399053082816627 0.0017985262799061754 0.0015609243402430186 0.0037828023555164124 0.0017668630972345056 0.0010615361898089759 0.002646638229004239 0.0012769518095998586 0.0010622984031556379 0.0038852980772987782 0.002356902758713364 0.0024463558321181642
leaf_count=18 23 163 37 293 176 47 182 74 99 144 35 16 43 88 54 200 32 14 52 139 101 47 47 5 87 226 18 338 158 165
internal_value=0 -0.000242447 -0.000213545 -0.000187538 -0.000215611 -0.000189843 -0.000153093 -0.000125091 -0.000224542 -0.000180868 -0.000140904 0.000300856 0.000457534 -9.3445e-05 0.000440138 0.00022186 -0.000212981 -0.000162024 -0.000124051 -0.000175078 -0.00011935 -0.00018241 0.000169951 0.000416233 0.000171189 -0.00034017 -0.000262725 -0.000366802 -0.000166393 -0.000364225
internal_weight=0 0.0511034 0.0497364 0.0485671 0.0471917 0.0460902 0.0440641 0.0429544 0.0348237 0.0333517 0.0321956 0.00813069 0.00701968 0.0305461 0.00347884 0.0053071 0.00272461 0.0270673 0.026041 0.0248011 0.0230026 0.0214417 0.00663106 0.0048642 0.00380266 0.0148106 0.0135337 0.0124714 0.00858606 0.00622916
internal_count=3121 3098 3080 2917 2880 2587 2411 2364 1999 1900 1756 365 349 1574 89 275 75 1485 1471 1419 1280 1179 227 180 175 952 726 708 370 212
is_linear=0
shrinkage=0.00129368


Tree=1203
num_leaves=31
num_cat=0
split_feature=31 39 42 457 457 447 1455 14 1213 151 4 11 150 160 160 50 133 2 13 13 2 2 14 131 52 48 1374 0 0 2
split_gain=0.00145501 0.00115321 0.00101041 0.000859388 0.00116115 0.000865952 0.00105774 0.000986143 0.00086307 0.000782572 0.000729104 0.00123096 0.000803767 0.00128699 0.000929935 0.000729897 0.00103624 0.000710003 0.00102049 0.000838598 0.000795286 0.00136385 0.000698188 0.000663232 0.000807981 0.000916776 0.000820633 0.00122738 0.00124046 0.000575632
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 -0.14786499999999997 -0.072694999999999996 0.089095000000000021 0.086165000000000005 0.078320000000000015 -0.080769999999999995 -0.40381499999999992 0.40473500000000007 0.081790000000000015 -0.15178999999999995 -0.090969999999999981 -0.079279999999999975 0.10030500000000002 -1.0000000180025095e-35 0.13712500000000002 -0.084034999999999985 -0.53104499999999988 0.11215000000000001 0.10912000000000001 -0.46596499999999991 0.10033500000000002 -0.11592499999999999 0.093440000000000009 -0.094929999999999987 -0.10607499999999999 -0.077999999999999986 0.098260000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 7 8 -6 -10 11 12 -11 -14 -15 16 -16 18 19 -18 21 23 -12 24 -20 26 -26 -28 -29 -21
right_child=1 -3 3 4 5 -7 -8 -9 9 10 22 -13 13 14 15 -17 17 -19 20 29 -22 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=0.0012687793114698799 -0.001268520314946775 0.0012687363861599154 0.00083318497861369458 -0.0010225521229317695 -0.00094956516826404395 0.00089412730193128562 -0.0012684179405945996 -0.0011053205978379869 -0.0010158600492668843 0.001104421994957644 -0.00012013286818913742 -0.0010425360197878245 -0.00080449096888774124 0.00087037697162644799 -0.00075183818768489736 0.00075150877144938204 -0.00055586834725399666 -0.00072826589827479739 -0.0012683858942096767 0.00031781310515746635 -0.0010009088120672839 0.0012297212249824463 0.00085341333377372233 0.00070314160419530881 -0.0012685099745118669 0.00088830292242733644 0.0004323483671238819 -0.0012684574224747806 4.5346433600015867e-05 0.0010821849702209922
leaf_weight=0.0013752551890831013 0.0011211734609446458 0.0010440574569585684 0.0017082648901407529 0.0020251654139258326 0.0015261705448348364 0.0015376346055440129 0.0011614610734982369 0.0013658881858980001 0.0011420668355270882 0.0011023062796482455 0.0018672459785733508 0.0017791235368633798 0.0029024327753894843 0.0022145882202355685 0.0029028281640690592 0.0020398051015360066 0.0010490338650015474 0.0017617022492686365 0.0010542772037132027 0.0034619552873826854 0.0013608147866648315 0.0013453643476726293 0.0032430900587874225 0.0014393489168114124 0.001107599622798717 0.001312883717091041 0.0037586842742847052 0.0020877189968446655 0.0025904884082699527 0.0029229409580153742
leaf_count=86 18 21 43 172 309 79 146 73 54 10 42 96 261 115 418 113 7 39 124 121 73 19 167 87 16 25 40 156 138 53
internal_value=0 -5.17291e-05 -7.68446e-05 -5.19971e-05 -8.10414e-05 -4.29357e-05 -7.26443e-05 -4.33056e-05 -1.17521e-05 2.045e-05 4.77807e-05 -1.24175e-05 3.79112e-05 4.61926e-06 7.70779e-05 1.8896e-05 -3.418e-05 4.83153e-05 0.000106555 0.000495067 -7.33135e-05 1.25775e-05 0.000497693 -0.000110073 -0.000208338 -0.000105404 -0.000242093 -0.000107344 -0.000540958 0.000667735
internal_weight=0 0.0559361 0.0548921 0.0537709 0.0520626 0.0500375 0.0484998 0.0473384 0.0459725 0.0444463 0.0433042 0.0381939 0.0364148 0.0353125 0.03241 0.0301954 0.0281556 0.0252528 0.0234911 0.00743393 0.0160572 0.0146964 0.00511034 0.013351 0.0119117 0.0108574 0.00954449 0.00843689 0.00467821 0.0063849
internal_count=3121 3035 3014 2996 2953 2781 2702 2556 2483 2174 2120 1911 1815 1805 1544 1429 1316 898 859 181 678 605 209 586 499 375 350 334 294 174
is_linear=0
shrinkage=0.00126831


Tree=1204
num_leaves=19
num_cat=0
split_feature=14 1213 44 124 484 48 40 2 1 52 42 457 0 0 13 0 4 52
split_gain=0.000207254 0.000200175 0.000149636 0.000208707 0.000212008 0.000261624 0.000312265 0.000268542 0.000317604 0.000362707 0.000325129 0.000315009 0.000261402 0.000401542 0.000291709 0.000227686 0.00022632 0.000170468
threshold=0.076175000000000007 -1.0000000180025095e-35 1.0000000180025095e-35 -0.043384999999999993 -0.0068949999999999992 0.12737000000000001 -0.063404999999999989 0.113445 0.12958500000000003 0.11434500000000002 0.091735000000000025 -0.0029299999999999994 -0.10607499999999999 -0.084269999999999984 -0.084034999999999985 -0.085384999999999975 -0.084369999999999987 -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 -1 3 -3 -5 6 -6 8 9 10 11 -8 17 -14 -15 -9 -16 -13
right_child=-2 2 -4 4 5 -7 7 15 -10 -11 -12 12 13 14 16 -17 -18 -19
leaf_value=-0.0016913457591515065 -0.001766307859390573 0.0014544416380458112 -0.0013558383522490653 -0.0015199180355856248 -0.0015299053220915986 -0.0017561064896292702 -0.0014353183613344798 0.0029126595471893908 0.0022952500846699329 -0.0019068123692103371 -0.0015273259149036636 0.00085720552919736929 -0.0014327831048890675 0.0022158833330690412 -0.0011778953546635691 0.00036824340582973595 0.0011819923110097672 0.0026523181788332523
leaf_weight=0.0010057633688493875 0.0010424288384602845 0.0018635679902977422 0.0010366709006888178 0.0012405362595728211 0.0013721145732610287 0.0010438610226759506 0.0011411275404502605 0.0011800008955029639 0.0010874059577283832 0.0013175532767090168 0.0013693590333631054 0.0018796492811716803 0.0015919606342726343 0.0016318154407315398 0.001206211761052952 0.0010397390113672236 0.0013574278238328713 0.0014907742417076229
leaf_count=477 101 237 60 436 87 51 89 93 41 245 188 45 271 44 183 161 255 57
internal_value=0 3.95665e-05 0.000115755 0.000185693 6.71735e-05 0.000172409 0.000286368 0.000439325 0.000237195 6.48585e-05 0.000287494 0.000528794 0.000773535 0.000262407 0.000905644 0.00172084 7.16474e-05 0.0016512
internal_weight=0 0.0238555 0.0228498 0.0218131 0.0199495 0.018709 0.0176651 0.016293 0.0140733 0.0129859 0.0116683 0.010299 0.00915784 0.00578742 0.00419546 0.00221974 0.00256364 0.00337042
internal_count=3121 3020 2543 2483 2246 1810 1759 1672 1418 1377 1132 944 855 753 482 254 438 102
is_linear=0
shrinkage=0.00396435


Tree=1205
num_leaves=20
num_cat=0
split_feature=14 52 1 47 48 52 15 133 52 157 42 2 1 1 15 2 4 47 1
split_gain=0.000171598 0.000151333 0.000279847 0.000372222 0.000290803 0.000286298 0.000361518 0.000287064 0.00045403 0.000273914 0.000306316 0.000310622 0.000372257 0.000378108 0.000260607 0.000217355 0.000194214 0.000179796 7.01412e-05
threshold=0.076175000000000007 -0.24164999999999998 0.14000500000000002 0.11893500000000001 -0.024949999999999996 0.11434500000000002 -0.036009999999999993 0.10622000000000002 0.10024500000000001 -0.08107499999999998 0.08623500000000002 0.089885000000000007 0.11181500000000001 0.094465000000000007 0.090455000000000021 0.093175000000000022 0.053180000000000012 0.11635500000000001 0.085110000000000005
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 4 -3 7 -7 8 9 -6 11 16 13 15 -12 -13 18 -1 -11
right_child=-2 2 -4 -5 5 6 -8 -9 -10 10 14 12 -14 -15 -16 -17 -18 -19 -20
leaf_value=-0.001897146998364186 -0.0016219734783815486 0.0019154481103695626 0.0021079193664803437 -0.0023095517183281448 0.0019618760700575622 0.00016698273479185931 -0.0030206298866094806 -0.0016919965306583266 0.0029316022727240948 -0.0012631990211439241 5.4469690344232364e-05 0.0011356128064208349 -0.0017669154307911191 0.0026608677603541767 0.0024498187362747459 -0.0010231639806620178 -0.00021912258167193773 0.00031911102506838748 -0.0027014037620850277
leaf_weight=0.0013059770290733122 0.0010227616432052491 0.00137774533464352 0.0010806875346058833 0.0010089943619320243 0.0012240037856523509 0.0012184446630457146 0.0010334322011880661 0.0011449827423896672 0.0010112077594959254 0.0010153531489278111 0.0016091987143407325 0.0014380250388452698 0.0011216544742582713 0.0012207184750714362 0.001282912884591092 0.0014950465431615712 0.0016882348394295921 0.0010282144071052102 0.0011216847582335987
leaf_count=320 101 140 115 72 175 195 232 301 76 402 329 60 70 72 84 119 57 37 164
internal_value=0 3.69271e-05 0.000142924 3.68079e-05 0.000161394 2.42788e-05 -0.00129588 0.000217659 0.000371335 0.000175452 -6.87299e-06 -0.000364035 0.00025963 0.000806861 0.00111702 3.52401e-05 -0.00122413 -0.000920882 -0.00201808
internal_weight=0 0.0234265 0.0210923 0.0200116 0.0190026 0.0176249 0.00225188 0.015373 0.014228 0.0132168 0.0119928 0.00910072 0.00527544 0.00415379 0.00289211 0.00293307 0.00382527 0.00233419 0.00213704
internal_count=3121 3020 2663 2548 2476 2336 427 1909 1608 1532 1357 944 321 251 413 179 623 357 566
is_linear=0
shrinkage=0.00396435


Tree=1206
num_leaves=31
num_cat=0
split_feature=31 39 42 1456 453 2 41 123 454 457 48 13 13 2 4 160 1 52 15 15 15 15 43 484 12 3 49 0 49 15
split_gain=0.0012707 0.00119188 0.000955076 0.000797525 0.000846702 0.000835224 0.000777461 0.000764943 0.000623166 0.00104319 0.00108602 0.000903793 0.00114994 0.000832895 0.000927865 0.000910361 0.000659169 0.000766671 0.000661517 0.000613838 0.000829726 0.00132879 0.000676067 0.000640753 0.00059837 0.000810724 0.000831354 0.000666238 0.000511259 0.000398671
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 -1.0000000180025095e-35 0.10218000000000001 0.113445 0.079885000000000025 0.084280000000000008 0.085470000000000004 -0.0029299999999999994 0.093265000000000015 -0.53104499999999988 -0.47860499999999995 0.11144000000000001 0.27834500000000006 -0.089974999999999986 0.13075500000000004 -0.15275999999999998 0.091650000000000023 -0.095869999999999983 -0.090344999999999995 -0.0040799999999999994 -0.013819999999999997 0.073690000000000019 0.098810000000000023 0.12178000000000001 0.13984500000000002 -0.20211999999999997 -0.065034999999999996 0.090455000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 8 24 9 -5 11 -11 -13 14 15 -14 17 -17 19 22 -21 -22 -19 29 25 -7 27 -27 -12 -23
right_child=1 -3 3 4 -6 7 -8 -9 -10 10 28 12 13 -15 -16 16 -18 18 -20 20 21 23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0015775115298141689 -0.0015772618129312199 0.0015774700658621565 -0.001033194980286128 -0.0012517483556999753 -0.0013871055231557093 0.0010425597632660653 -0.0011593060477733154 0.0015668523038200855 0.0011436385353723027 -0.0015283171137306767 1.86388916271701e-05 0.0011988821172153193 -0.0013813420099780243 -0.0013571955179016791 0.0012611297392009784 -0.0014942360511720502 0.00097679624274787003 0.0003148907647958129 -0.0010632435199898051 0.0011676795850665302 -0.0011960897726648275 -8.8340457414574396e-05 -0.0011428729675886028 0.0012333047913672926 -0.00071137880277214718 -0.0014111037377663809 0.0011163938660243892 0.00011342199245224868 0.0013132422425167162 0.00079586769916997117
leaf_weight=0.0011884843660490132 0.0010761560464160871 0.001066029838277415 0.0020680525741525449 0.0018387807313062767 0.0011191207406113781 0.0030386058219598056 0.0016790273156637161 0.0012375741035253194 0.0010372106499261227 0.0011049776519484978 0.0012060873930579419 0.0016577459268169959 0.0014231368204229424 0.0013608577267252278 0.0012023914706773544 0.0010040937201863899 0.0013769326969850218 0.0012754434631729872 0.0015527389479736966 0.0017783070727172999 0.0018966981086980693 0.006658755535275996 0.0020837439020235824 0.0014023902466000502 0.0013782036982394885 0.0011417384810670228 0.001147085446177698 0.0018978730564214175 0.0020447437024966311 0.0015664447009164917
leaf_count=86 18 21 287 178 18 117 88 93 25 8 25 18 208 32 66 182 12 42 224 64 193 587 79 27 129 12 17 86 122 57
internal_value=0 -7.22502e-05 -0.000107955 -7.51358e-05 -3.21671e-05 1.5356e-06 -0.000112154 0.000407612 -5.96254e-05 -9.81044e-05 -2.87707e-05 -0.000131213 -7.23798e-05 -0.000158111 -8.78389e-05 -0.000161503 -7.72132e-05 -0.000152729 -7.87766e-05 1.29675e-05 0.000165072 1.03606e-05 -0.000589377 0.000248039 0.000240861 0.000422498 -2.75281e-05 -0.00045922 0.000832933 8.00522e-05
internal_weight=0 0.0503209 0.0492549 0.0481788 0.0461107 0.0449916 0.0351505 0.00984108 0.0334715 0.0324343 0.0305955 0.0273447 0.0262397 0.0245819 0.0232211 0.0220187 0.0205955 0.0192186 0.0182145 0.0166618 0.0133026 0.0115243 0.00335919 0.00962759 0.00860351 0.0072253 0.0041867 0.00303961 0.00325083 0.0082252
internal_count=3121 3035 3014 2996 2709 2691 2237 454 2149 2124 1946 1799 1791 1773 1741 1675 1467 1455 1273 1049 928 864 121 671 361 232 115 98 147 644
is_linear=0
shrinkage=0.00157699


Tree=1207
num_leaves=20
num_cat=0
split_feature=1213 2 11 0 13 15 15 4 2 43 1 47 1 1 1 1 47 16 43
split_gain=0.000183276 0.000167569 0.000176207 0.000221719 0.000269525 0.000257906 0.000277757 0.000239173 0.000202909 0.000196073 0.00018496 0.000198669 0.000272201 0.000252125 0.000509989 0.000131224 0.000122208 0.00012175 7.42229e-05
threshold=-1.0000000180025095e-35 0.14753000000000002 0.080455000000000013 -0.019414999999999998 -0.084034999999999985 0.035560000000000008 -0.0088349999999999974 -0.27825499999999997 0.10672500000000001 -0.14386499999999997 0.086105000000000015 0.092530000000000015 0.11588000000000001 0.11103500000000001 0.094090000000000021 0.08592000000000001 0.087235000000000021 -0.014754999999999999 -0.065269999999999981
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 15 6 10 8 18 -7 -6 13 -13 14 -12 -2 -17 -4 -5
right_child=1 -3 17 7 5 9 -8 -9 -10 -11 11 12 -14 -15 -16 16 -18 -19 -20
leaf_value=-0.0020975376477134979 -0.00035261855176433552 0.0020087526364425444 -0.00020931877416381048 0.00040208725468134001 -0.0024318609606179581 -0.00045501772211723189 0.0016540771275599835 0.0028966476940744824 0.0021325506431190315 -0.0033976698572418945 -0.00068216905396355568 -0.0032073377898702879 -4.8646616351795524e-05 -0.0016099026212928723 0.0036131095265385495 0.0021938788111510515 9.0561176029260859e-05 -0.0026238476396121192 -0.0014784193232752496
leaf_weight=0.001006254395885752 0.0014368969086797035 0.0010159868236190297 0.001009587349355634 0.0010041636657209807 0.0011350977536163341 0.0010003900040853608 0.0016146321564791712 0.0012611901686313568 0.0010280596893750271 0.0012224232659053267 0.0014895153219356416 0.001081175653862676 0.0017132435533611101 0.0010300705774044516 0.001223135267430564 0.0019312196175222951 0.0010286953988494218 0.0010200710122822967 0.0010361780721792613
leaf_count=491 388 138 57 34 431 63 82 106 17 521 67 93 62 79 98 160 50 117 67
internal_value=0 5.10895e-05 -3.82387e-05 0.000100633 -0.00016855 -0.000565123 -0.000204138 0.00108959 0.00034684 -0.00207331 -0.000595202 -0.000276288 -0.00127076 0.000466213 0.00125457 0.000869572 0.00146289 -0.00142282 -0.000552919
internal_weight=0 0.0232817 0.0222657 0.0202361 0.0159065 0.0115097 0.00928687 0.00432959 0.0030684 0.00222281 0.00767224 0.00653714 0.00279442 0.00374272 0.00271265 0.00439681 0.00295992 0.00202966 0.00204034
internal_count=3121 2630 2492 2318 2094 1496 912 224 118 584 830 399 155 244 165 598 210 174 101
is_linear=0
shrinkage=0.00492917


Tree=1208
num_leaves=31
num_cat=0
split_feature=31 1348 14 39 3 42 156 401 133 453 15 158 1456 1374 1374 156 52 160 484 403 457 3 130 15 2 2 133 47 16 3
split_gain=0.00148005 0.00112383 0.00155523 0.00109455 0.00111264 0.00095425 0.000937753 0.000936056 0.000958947 0.00100939 0.000987675 0.000897074 0.000904598 0.000809781 0.000962632 0.000799964 0.00100587 0.000795181 0.00103144 0.00115705 0.000880992 0.00104814 0.00103429 0.00140284 0.00156045 0.00120774 0.00087872 0.000810921 0.000695057 0.00068398
threshold=-1.0000000180025095e-35 0.095915000000000014 0.076175000000000007 0.16946000000000003 0.30112000000000005 -0.26584999999999998 -1.0000000180025095e-35 0.10076500000000001 -0.25159999999999993 0.10218000000000001 -0.47006499999999996 0.089460000000000012 -1.0000000180025095e-35 -0.094929999999999987 -1.0000000180025095e-35 0.091255000000000017 -0.07167999999999998 -0.091944999999999985 0.073690000000000019 -1.0000000180025095e-35 -1.0000000180025095e-35 0.084940000000000015 -0.070634999999999989 0.098485000000000017 0.09142500000000002 -1.0000000180025095e-35 0.10622000000000002 0.091680000000000011 -0.024819999999999998 -0.089819999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 8 -8 10 -10 12 -12 -14 -15 17 -17 28 19 29 21 -21 -22 25 -25 27 -27 -24 -16 -19
right_child=1 -3 -4 -5 -6 6 7 -9 9 -11 11 -13 13 14 15 16 -18 18 -20 20 22 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=0.0014288533135103367 -0.0014285458630079527 0.0014133537337900045 -0.001272715862317462 0.001428775750520488 0.00089771665714924714 -0.0014284002092461185 -0.0010268936149145382 -0.0014283913782224627 0.0014284533693406612 -0.0012942769582513156 -0.001035129665396606 -0.00095804839842024273 -0.00076336650068288699 0.0013891722714615201 -0.0011932465660100112 -0.0012850431804381814 0.00037765747596613737 9.9915954592853895e-05 0.0010089677167100597 0.00047432206941384029 -0.00081802859504841923 -0.001217850697125191 0.00029616965152605358 0.00075698149227673467 -0.0014198055471264597 0.0007137752924637605 -0.00024268856802246049 -0.0014286504271491874 0.000184033697646713 -0.0014233455772357361
leaf_weight=0.00137990119645126 0.0011046573903996651 0.0010288443179078391 0.0021937088015402386 0.001006703448339862 0.0023088731853988511 0.0010433400587501742 0.0019130959050954735 0.0010018969656337964 0.0010166082008549173 0.0011933109425967805 0.0015275911566270386 0.0018923104426078466 0.0021928655970668834 0.0011975498426295408 0.001619560108733431 0.0018288992527280001 0.0012493393587682524 0.0010153920404336603 0.0029969269405043511 0.0012813632978772018 0.0015947179016357884 0.0017899025299925597 0.0012011638642479483 0.0010964455846860224 0.0017349405138329388 0.017335522335405702 0.0022093436747829811 0.0010354704586461594 0.0013883420488243195 0.0014749186965965491
leaf_count=86 17 22 99 21 118 159 174 143 48 17 146 193 43 10 131 133 64 125 91 98 55 20 56 16 43 431 39 10 84 429
internal_value=0 -6.69079e-05 -9.21038e-05 -4.76425e-05 -7.36069e-05 -0.00011443 -8.74636e-05 -6.09601e-05 -3.45044e-05 3.56342e-06 3.53784e-05 5.66512e-06 4.55086e-05 8.28204e-05 0.000126948 8.99473e-05 -0.000610217 0.000147004 0.00020796 0.000132398 0.000211895 -0.000511859 0.000296711 0.000368938 -0.000576851 0.000491881 0.000605657 -0.000502352 -0.000557542 -0.000802255
internal_weight=0 0.0614736 0.0604448 0.0582511 0.0572443 0.0549355 0.0538308 0.0527875 0.0517856 0.0498725 0.0486792 0.0476626 0.0457703 0.0442427 0.0420498 0.0408522 0.00307824 0.037774 0.0347661 0.0317692 0.0292789 0.00307127 0.0262076 0.0246129 0.00283139 0.0217815 0.0195449 0.00223663 0.0030079 0.00249031
internal_count=3121 3035 3013 2914 2893 2775 2758 2599 2456 2282 2265 2217 2024 1878 1835 1825 197 1628 1413 1322 768 118 650 595 59 536 470 66 215 554
is_linear=0
shrinkage=0.00142833


Tree=1209
num_leaves=19
num_cat=0
split_feature=14 1 4 132 3 3 151 1 2 12 42 15 16 15 4 0 16 16
split_gain=0.000160505 0.000155942 0.000321858 0.000267779 0.000256972 0.000238186 0.000395742 0.000386508 0.000187298 0.000186561 0.000279595 0.000176957 0.000173488 0.000257771 0.000167931 0.000140152 0.000111418 0.00011104
threshold=0.076175000000000007 1.0000000180025095e-35 -0.012509999999999999 0.081240000000000021 0.16158000000000003 0.097915000000000016 -0.016164999999999995 0.12577000000000002 0.096540000000000015 0.09334000000000002 0.085465000000000013 -0.028889999999999996 0.11346000000000002 -0.077219999999999983 0.0061450000000000003 -0.055064999999999996 0.38525000000000004 -0.092804999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 5 6 17 9 15 10 14 -12 13 -7 -8 -1 -10 -3
right_child=-2 3 -4 -5 -6 12 7 -9 16 -11 11 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.00010513552228916411 -0.0017214146672147686 0.0030053522282165574 -0.002085272114842455 0.0021762786468140132 0.002107540924041613 -0.0016740276414696162 -0.0019773480737404563 0.0022934856165797803 0.00015342380151984038 -0.0016670085975270693 0.0024556386248176932 -0.00012658915332560371 -0.0025269848516146008 0.001000729834319612 8.9974318161821355e-05 -0.002041344628109665 0.0019869702080064994 0.00098369875446879221
leaf_weight=0.0013215610132286653 0.0010313629103255719 0.0010450456079480475 0.0018253899833811935 0.0013063651384381805 0.0011413050199600159 0.0014712755329782112 0.001471814802959992 0.0010816059897819086 0.001681871136134605 0.0019518885740157366 0.0010294483273911581 0.0010045440556727403 0.0010246227061969648 0.0013002971806521666 0.0015408294657888177 0.0010424434577487318 0.0010199594073836415 0.0010369494208455352
leaf_count=752 101 42 621 127 114 50 205 102 163 240 105 123 41 51 64 31 40 149
internal_value=0 4.30686e-05 -0.000509461 0.000275155 0.000110676 -5.25975e-05 0.000296861 -0.000141586 5.83566e-05 -0.000517921 -7.34878e-05 0.00118033 -0.000988072 -0.000419152 -0.000920007 -0.000841387 0.0008456 0.00199846
internal_weight=0 0.0232972 0.00689122 0.016406 0.0150996 0.0139583 0.0101621 0.00808013 0.00506584 0.00699853 0.00504664 0.00203399 0.0037962 0.00277157 0.00301264 0.002364 0.00270183 0.002082
internal_count=3121 3020 1607 1413 1286 1172 1030 839 986 737 497 228 142 101 269 783 203 191
is_linear=0
shrinkage=0.00437696


Tree=1210
num_leaves=18
num_cat=0
split_feature=133 42 123 132 484 156 16 42 43 160 16 160 4 48 1 13 42
split_gain=0.000153454 0.000177106 0.000282211 0.000251863 0.000240308 0.000227955 0.00020642 0.000274089 0.00028186 0.000325173 0.000292647 0.000328828 0.0003827 0.000224297 0.000194395 0.000185027 0.000181536
threshold=-0.17773999999999998 -0.0060199999999999993 1.0000000180025095e-35 0.081465000000000024 -0.0068949999999999992 0.091255000000000017 0.41553500000000004 0.091735000000000025 -0.12152999999999999 0.092865000000000017 0.22339500000000004 -0.091944999999999985 -0.0024449999999999997 0.091635000000000008 0.11507500000000002 -0.090799999999999978 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 3 4 14 -3 6 7 8 -6 10 11 -10 16 15 -2 -14 -13
right_child=1 2 -4 -5 5 -7 -8 -9 9 -11 -12 12 13 -15 -16 -17 -18
leaf_value=-0.0017141037813885338 -0.0027880956105274307 -0.001890134279769528 0.0024106394513369474 0.001005080342965436 0.0027245173802151754 -0.0015423255600748593 0.0021790153268303213 -0.0015834455591141085 -0.0015979529335311438 -0.0019500637109645467 -0.0018160864086534717 0.0032072613857233464 0.0023837611545355266 -0.0014220535365552975 -0.00021871213449727579 3.011900563361471e-05 0.0010923056125430467
leaf_weight=0.0011138235118124387 0.0014606165618542824 0.0012379886281501098 0.0012004805657530584 0.0010745681939338114 0.0010872216315283021 0.0014308435779529774 0.0012838589308137313 0.0015889008431121407 0.0010875271933350516 0.0012864788641540068 0.0010297321845058613 0.0019588054294548138 0.0011309345239181035 0.0012850574039831031 0.0011243126678763815 0.0019861372022342795 0.0015833849439195191
leaf_count=235 531 421 221 152 37 200 69 363 192 81 52 91 41 47 27 121 240
internal_value=0 5.15084e-05 0.000230194 -0.000884879 8.45852e-05 0.000230633 0.000396352 0.000233156 0.00046527 0.000248818 0.000529968 0.000797445 0.00112536 0.00021087 -0.00167054 0.000884066 0.00226186
internal_weight=0 0.0228368 0.0191774 0.0036595 0.0179769 0.0167389 0.015308 0.0140242 0.0124353 0.0113481 0.0100616 0.00903185 0.00794432 0.00440213 0.00258493 0.00311707 0.00354219
internal_count=3121 2886 2176 710 1955 1534 1334 1265 902 865 784 732 540 209 558 162 331
is_linear=0
shrinkage=0.00464487


Tree=1211
num_leaves=31
num_cat=0
split_feature=39 9 42 151 1348 14 1456 133 1 484 13 42 43 133 133 49 16 49 15 15 43 49 13 3 49 3 15 4 3 13
split_gain=0.00126878 0.00112531 0.000943228 0.000801334 0.00132001 0.00121193 0.00111878 0.00081003 0.000738862 0.000805815 0.000660477 0.000630811 0.00088465 0.000843605 0.00108236 0.000708709 0.000682076 0.000607707 0.000590872 0.000883997 0.000796489 0.00057388 0.000543175 0.000700143 0.000505034 0.000775895 0.000502709 0.000456673 0.000396915 0.000392198
threshold=0.16946000000000003 -0.036024999999999995 -0.26584999999999998 -0.5145249999999999 0.090205000000000021 0.076175000000000007 -1.0000000180025095e-35 -0.25159999999999993 0.10937500000000001 0.085515000000000022 -0.076599999999999988 -0.095859999999999987 -0.15582499999999996 0.10622000000000002 0.083950000000000011 0.10247500000000002 0.22339500000000004 0.10910000000000002 -0.095869999999999983 -0.091964999999999977 -0.0037449999999999996 -0.073374999999999982 -0.095304999999999987 -0.0096849999999999974 0.13984500000000002 0.12745000000000004 0.040760000000000005 0.09173000000000002 -0.0037349999999999996 0.0076650000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5 -8 9 11 17 -9 -13 14 15 16 18 -10 -14 -20 -21 -22 -23 -24 25 27 28 -12 -16 -29
right_child=-2 2 3 4 -6 -7 7 8 10 -11 24 12 13 -15 26 -17 -18 -19 19 20 21 22 23 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0014007030616923336 0.0014007388846152711 -0.001400560498939226 -0.0013021219635607391 -0.0010979656010697242 0.0013766749235886732 -0.0012307785876485154 -0.00098285412161427921 -0.0011017021916296162 0.0012280224475996488 0.00062035454207146241 -0.0003479505315592418 0.00055843244463697837 -0.00078199123281816069 -0.00127357776812205 -0.00058906527562963083 0.00081245947287319586 -0.0014004768420455176 -5.4340822088326299e-05 0.00072195972342008674 -0.0011324663295194191 -0.00065734030898300429 0.00073833769906035869 -0.00097153643940094592 0.00060348339737036625 0.00098784444148352995 -0.00087985212734464436 0.0010420413200868395 0.00096730217368347425 0.00063425248451188989 -1.5703584099020208e-05
leaf_weight=0.0010002007075708965 0.0011779786415075924 0.0010691203465000845 0.0010140986282216593 0.0018671168152943887 0.0012483590404492864 0.001734792211662394 0.0015519720857966037 0.0012921058139596644 0.0024999660377353905 0.002983593781255677 0.0016720073784739498 0.0034634909328730137 0.0035099443994028824 0.0013553671388195623 0.0010015330262516109 0.0010605098235700874 0.0011662564879459944 0.0010204308107484295 0.0019889485192776625 0.0018326466066163087 0.0022664264069902629 0.0020330156255212728 0.0012282250323223387 0.001007348249395087 0.0011292848781181419 0.0015820800876724661 0.0019008652478902377 0.0018842587240737174 0.001081897905578443 0.0013778645976731951
leaf_count=89 23 18 50 269 33 97 175 148 150 143 72 91 108 285 221 53 139 29 34 431 26 33 190 37 19 23 33 57 11 34
internal_value=0 -6.96282e-05 -9.97495e-05 -7.06271e-05 -4.3908e-05 -8.28907e-05 -3.73816e-05 9.89059e-06 4.80856e-05 -6.91645e-05 0.000354415 -0.00014772 -9.82087e-05 -0.000204319 -0.000132138 -0.000293912 -0.000371962 0.000856314 -0.000285458 -0.000117179 -0.000316638 -8.78512e-05 0.000214522 -0.000261833 0.000123314 -2.65127e-05 0.000521299 0.000247102 4.61873e-05 0.000552098
internal_weight=0 0.0498237 0.0488235 0.0477544 0.0467403 0.0454919 0.0437572 0.04189 0.0403381 0.0291722 0.0111659 0.0261886 0.0248965 0.021433 0.0200776 0.0160933 0.0150328 0.0035204 0.0138666 0.0103566 0.00836766 0.00653502 0.00426859 0.00223557 0.0076455 0.00651621 0.0039843 0.00493413 0.00208343 0.00326212
internal_count=3121 3098 3009 2991 2941 2908 2811 2542 2367 1983 384 1840 1692 1601 1316 1051 998 179 859 751 717 286 260 227 205 186 265 163 232 91
is_linear=0
shrinkage=0.00140032


Tree=1212
num_leaves=31
num_cat=0
split_feature=31 457 156 457 151 4 150 1456 128 15 11 15 2 151 48 16 475 1213 52 52 4 15 12 2 3 13 4 0 133 1
split_gain=0.00113378 0.000997062 0.000901385 0.000939586 0.000985574 0.00162229 0.00125521 0.00128322 0.00119239 0.000978944 0.000895044 0.000912039 0.000869316 0.000832786 0.000891162 0.000659718 0.000648399 0.00107249 0.000663224 0.000858083 0.000806163 0.000877675 0.000937798 0.000870511 0.00103684 0.000559051 0.000698576 0.000685202 0.000500948 0.000497812
threshold=-1.0000000180025095e-35 -0.14786499999999997 -1.0000000180025095e-35 -0.072694999999999996 -0.40381499999999992 0.24564500000000003 -0.15178999999999995 -1.0000000180025095e-35 0.086435000000000012 -0.095869999999999983 0.082245000000000013 -0.090644999999999989 0.10136500000000002 -0.081519999999999981 0.093265000000000015 -0.5335399999999999 -0.083589999999999984 -1.0000000180025095e-35 0.11434500000000002 0.10744000000000002 -0.49405499999999997 -0.016799999999999995 0.092255000000000018 0.11870500000000002 0.10542000000000001 0.0076650000000000008 -0.083854999999999985 -0.10096999999999999 -0.062749999999999986 0.111945
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 -6 -8 9 12 11 -11 -9 -13 16 -7 -15 -18 19 20 -19 22 -22 24 25 26 -23 -28 -29 -17
right_child=1 2 3 4 5 15 7 8 -10 10 -12 13 -14 14 -16 29 17 18 -20 -21 21 23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.0014572381656490097 0.00099623850169629365 -0.0014569608615653245 -0.0010834131199063677 -0.0012720206528722541 0.0013301997859969904 0.0014570481562680879 -0.001457005338483249 -0.001200994379270635 -0.0014570177313590006 0.00087301937007497603 -0.0012922628540525533 -0.00086920489375955318 0.00024776444014595802 0.0010326972647195537 0.00065735784654031052 -5.9418013216046373e-05 -0.001456986048121933 -0.00090585449356794291 -0.00086165213063046258 0.0013200989730576614 -0.0014493844266036835 0.00094291581286562291 0.0003479203326257286 -0.0010208273209601363 0.0011851504874516347 -0.00058867692965988315 0.00062889552968568667 5.8453237312077511e-05 -0.0013363356302452799 0.00068643950123348587
leaf_weight=0.0010629550249299227 0.0018283144061186354 0.0010160881125731427 0.0018783883953634719 0.001329366140033982 0.0012152122311306348 0.0014321936591086279 0.0015857488693931101 0.0027741320740579658 0.00136184507219994 0.0026929638220600785 0.0010701396632057927 0.0022279504905675642 0.001286919674456044 0.0010883420560681136 0.0043885130844962808 0.0032096064605156016 0.0012011016608326477 0.0019688861387123615 0.0018727035330905464 0.0010615424215387739 0.0014601971570700157 0.0024268064231009892 0.0010660800554801453 0.0010350723884045019 0.0025710787309662928 0.001815144433400917 0.0017531513719859374 0.001171037755158367 0.0010248889667022103 0.004652723909173595
leaf_count=86 43 162 171 64 10 64 226 146 162 96 81 110 48 51 115 76 352 34 149 25 57 121 79 26 22 68 23 57 196 201
internal_value=0 -6.17588e-05 -9.7822e-05 -7.1578e-05 -3.41225e-05 -8.19787e-07 -0.000127878 -0.000173422 -0.00011888 -6.81984e-05 1.75785e-05 6.30511e-05 -0.000741893 -1.44826e-05 5.90288e-05 0.000547621 -6.30092e-05 -0.000121386 -3.795e-05 5.09379e-05 -3.17554e-05 8.83972e-05 -0.000690928 0.000255284 0.000378017 0.000124666 0.000327747 -5.02891e-05 -0.000592526 0.000381961
internal_weight=0 0.0554661 0.0536378 0.0526217 0.0507433 0.049414 0.0401195 0.0389042 0.0373185 0.0359567 0.0318956 0.0308255 0.00406105 0.0281325 0.0259045 0.00929452 0.021516 0.0204277 0.0192266 0.0173539 0.0162923 0.0143235 0.00252628 0.0117972 0.0107621 0.00819103 0.00637588 0.00394908 0.00219593 0.00786233
internal_count=3121 3035 2992 2830 2659 2595 2254 2244 2018 1856 1662 1581 194 1485 1375 341 1260 1209 857 708 683 649 136 513 487 465 397 276 253 277
is_linear=0
shrinkage=0.00145689


Tree=1213
num_leaves=19
num_cat=0
split_feature=1213 1447 15 15 133 52 49 43 457 150 15 133 43 51 3 16 52 0
split_gain=0.000173133 0.000159281 0.000196788 0.000172846 0.000151443 0.000204145 0.00027467 0.000459002 0.000189738 0.000252899 0.000159663 0.000164824 0.000260744 0.000237927 0.000183064 0.000266352 0.000136311 9.43456e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.24436499999999997 -0.11713499999999999 0.10622000000000002 -0.0064899999999999992 -0.047584999999999995 -0.074359999999999996 0.088350000000000026 0.086845000000000019 0.097485000000000016 -0.069129999999999983 0.070450000000000013 0.067785000000000012 -0.083924999999999986 -0.059624999999999991 -0.092399999999999982 -0.092089999999999991
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 8 -8 9 -5 11 -7 13 14 -13 -16 -9 -17
right_child=1 2 3 4 -6 10 7 16 -10 -11 -12 12 -14 -15 15 17 -18 -19
leaf_value=-0.0016697483353040328 -0.0014001138199417 0.0013689704862611834 -0.0011414282647544865 0.0012579084338870301 -0.0011805341497444085 -0.00062511493543329329 0.00051294422901364191 -0.0033054191466160309 0.001787937243983264 -0.0015603920838205031 -0.00077057232902758423 0.0014425160860090918 0.0027963088803299656 0.0023080417077447246 -0.0016514628433037188 0.0015688218178854449 -0.0012691989656310951 -0.00017907484649910807
leaf_weight=0.001004789714752651 0.0011842021790858239 0.0018923749446474415 0.0019425830804067857 0.0010164549473321563 0.0013411390995375907 0.0011252215468955393 0.0017840427674027355 0.001048055225120692 0.0012894832444398929 0.0010672463203142968 0.0011845730112758348 0.0015779470980588082 0.0011591659454370795 0.0012132780166559387 0.0013078243264441633 0.001005206602651576 0.0011036172623246606 0.0010145724796459922
leaf_count=491 255 237 203 87 293 187 371 193 45 106 111 125 29 98 151 29 58 52
internal_value=0 4.46376e-05 0.000122148 5.23029e-06 0.000127365 0.000231177 -0.000277888 -0.00100359 0.000568839 -0.000185591 0.000619245 0.000815162 0.00103784 0.000704709 0.00030816 -0.00022975 -0.00226102 0.000690821
internal_weight=0 0.023257 0.0220728 0.0201804 0.0182378 0.0168967 0.0073089 0.00393572 0.00337318 0.0020837 0.00958779 0.00840322 0.00727799 0.00611883 0.00490555 0.0033276 0.00215167 0.00201978
internal_count=3121 2630 2375 2138 1935 1642 860 622 238 193 782 671 484 455 357 232 251 81
is_linear=0
shrinkage=0.00404364


Tree=1214
num_leaves=18
num_cat=0
split_feature=1 0 50 47 42 48 160 0 2 3 15 133 133 15 12 16 0
split_gain=0.000170895 0.000206652 0.000196314 0.000176854 0.000239362 0.000169474 0.000187858 0.000209961 0.000157974 0.000245604 0.000143668 0.000171098 0.000208477 0.000279373 0.000269774 0.000122747 9.99439e-05
threshold=0.104035 -0.019414999999999998 0.088425000000000017 0.13148500000000005 0.097315000000000026 0.092475000000000016 0.086075000000000013 -0.16360999999999995 1.0000000180025095e-35 0.12178000000000001 -0.0063699999999999989 0.10622000000000002 0.083950000000000011 0.040760000000000005 0.085885000000000017 -0.44310499999999992 -0.20211999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 4 8 6 7 -1 -2 15 -9 12 13 14 -12 -10 -11
right_child=1 -3 -4 -5 -6 -7 -8 10 9 16 11 -13 -14 -15 -16 -17 -18
leaf_value=0.0017235913505616789 -0.00099117812074832768 0.0021389739047500207 -0.0018133043446443373 -0.0013116604059672755 0.0023717886054738951 0.001123669466900313 -0.0016621604778521424 -0.0013720250162161131 0.00049340283610057798 -0.0014719137801481655 0.0019302163503930117 -0.0016627823001742568 0.0018287255339461037 -0.0019051305514882094 -0.0009267235254667199 0.0025117918170935961 0.00040976536299893796
leaf_weight=0.0010654392516009662 0.0017575406572361008 0.0011774297061118997 0.0015314683457938192 0.0012880670989794396 0.0010587330297269215 0.0017184628174609648 0.0017657289516796468 0.0019680372176668105 0.001103958205147749 0.0010494334171973208 0.0013860176528757099 0.0010045263806254257 0.0012969990881055438 0.0012434616910388385 0.0011658042799851387 0.0012097934410308922 0.0011156649846837396
leaf_count=53 142 155 465 49 85 170 220 512 55 24 84 210 61 587 68 85 96
internal_value=0 0.000419438 -0.00033347 0.000183554 0.000447557 -0.00015381 -0.000355287 -0.000102548 0.000120886 0.00055727 -0.000343797 -1.18873e-05 0.000313776 -0.000203943 0.000625018 0.00154876 -0.000502293
internal_weight=0 0.00976062 0.0141459 0.00858319 0.00729512 0.0126145 0.010896 0.00913029 0.00623639 0.00447885 0.00806485 0.00609681 0.00509228 0.00379528 0.00255182 0.00231375 0.0021651
internal_count=3121 691 2430 536 487 1965 1795 1575 402 260 1522 1010 800 739 152 140 120
is_linear=0
shrinkage=0.00437696


Tree=1215
num_leaves=31
num_cat=0
split_feature=39 42 1456 457 457 43 151 4 128 11 123 13 13 1 42 43 14 47 151 12 160 52 16 133 0 4 13 2 4 47
split_gain=0.00116003 0.00107804 0.000995029 0.000969497 0.000902322 0.000845271 0.000821877 0.00114742 0.00113874 0.000959029 0.000875706 0.000910193 0.000926783 0.000821374 0.000885679 0.0008407 0.00080812 0.00081282 0.00072431 0.000707606 0.000700845 0.000707723 0.000711951 0.000678076 0.000674533 0.000584 0.00135454 0.00042863 0.00100948 0.000424335
threshold=0.16946000000000003 -0.26584999999999998 -1.0000000180025095e-35 -0.15747999999999998 -0.072694999999999996 0.39192500000000002 -0.40381499999999992 0.24564500000000003 0.086435000000000012 0.081790000000000015 0.088795000000000013 -0.53104499999999988 -0.47860499999999995 1.0000000180025095e-35 -1.0000000180025095e-35 -0.083269999999999997 -0.46885499999999997 0.10670500000000001 -0.086029999999999981 0.092355000000000007 -0.082299999999999984 0.077655000000000016 -0.094359999999999986 0.094195000000000015 -0.084044999999999995 0.0052350000000000009 -0.095304999999999987 0.092120000000000021 -0.10429499999999998 0.083310000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6 8 9 10 11 -8 -13 14 -14 -15 -9 -18 -17 23 -20 22 -22 24 -16 26 -24 28 -26 -27
right_child=-2 2 3 4 5 -7 7 16 -10 -11 -12 12 13 15 19 18 17 -19 20 -21 21 -23 25 -25 27 29 -28 -29 -30 -31
leaf_value=-0.0013462062044338335 0.0013463561978905531 -0.00092395160907111473 0.0010630900317147242 -0.00094784309110256568 -0.0010617793078414165 -0.0011349322186010786 -0.00094018094407454509 -0.0003333980064517733 -0.0013460569184215777 -0.0012283267989208078 0.0012433455216222622 0.0010238936473650133 -0.0013460758644186284 0.00078231738893112075 -0.00052919908549158641 0.00096035970288554657 0.0010772436211666772 0.00014252044597998513 -0.00079231994964256726 -0.0010446822747950085 -0.00089867953442049537 0.00093300595902993738 0.00084037394312334293 -0.00099054925881810548 -0.00088080150347153525 0.00075652603373879137 -0.00098595169639907761 0.0010050010677967404 0.00091382160089495206 -8.1756401289104669e-05
leaf_weight=0.0011558249298211356 0.0010832977814985148 0.0021653956045566405 0.0015296656549139689 0.0018468031041116708 0.0011884926939629272 0.0011340825158656634 0.0017288593808189026 0.0016711172245775785 0.0011669482343372719 0.0010995242760820636 0.0010766994894915163 0.0017180331577435473 0.0013074413322384801 0.0033484567808983448 0.0016041770784547176 0.0013761661007407602 0.0042618327517205401 0.0027876907739621259 0.0020316915768896484 0.0013369899353588011 0.0015570034487097945 0.0014828227276098014 0.0011389037843940776 0.0010047194275237814 0.0010174779237530629 0.0026547642978584918 0.0020779189366804101 0.001746040804557758 0.0012848129516962554 0.0018605672450604516
leaf_count=18 23 287 36 161 63 112 9 44 139 102 45 19 421 127 245 40 278 38 99 229 35 25 28 80 13 24 258 36 53 34
internal_value=0 -6.10514e-05 -3.14645e-05 8.76446e-06 -2.59112e-05 1.22103e-05 4.20972e-05 7.30828e-05 -3.97625e-05 7.2093e-06 5.05378e-05 8.11939e-06 6.55482e-05 4.18141e-06 -0.000319097 0.000175734 0.000508126 0.000707613 3.24942e-05 -0.000151136 -6.72348e-05 6.95227e-05 -6.83146e-05 2.83171e-05 0.000209418 9.88938e-05 -0.000339348 0.0005021 0.000120703 0.000411107
internal_weight=0 0.0513609 0.0502051 0.0480397 0.04651 0.0446632 0.0435292 0.0423407 0.03362 0.0324531 0.0313535 0.0302768 0.028548 0.02683 0.00930166 0.0175283 0.00872064 0.00704952 0.0141798 0.00799422 0.0128037 0.010772 0.00928916 0.00665723 0.00565251 0.00773215 0.00321682 0.00404833 0.00230229 0.00451533
internal_count=3121 3098 3080 2793 2757 2596 2484 2421 2061 1922 1820 1775 1766 1747 1077 670 360 316 543 656 503 404 379 427 347 344 286 102 66 58
is_linear=0
shrinkage=0.00134594


Tree=1216
num_leaves=17
num_cat=0
split_feature=14 1 0 15 4 403 4 157 49 16 1 12 47 4 2 47
split_gain=0.000165975 0.000149151 0.000345648 0.000333925 0.000250487 0.000230347 0.000258581 0.000348615 0.000265675 0.000222945 0.000477365 0.000372755 0.000313411 0.00022303 8.7241e-05 7.45018e-05
threshold=0.076175000000000007 1.0000000180025095e-35 -0.059114999999999994 0.083935000000000023 -0.49405499999999997 0.03138500000000001 -0.17966999999999997 -0.06266999999999999 -0.081404999999999991 -0.11118499999999999 0.094465000000000007 0.051320000000000005 0.087885000000000019 0.076415000000000025 0.10497000000000002 0.11069000000000002
decision_type=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 -9 12 -11 13 -10 -12 -6 -14
right_child=-2 5 4 -5 14 -7 7 8 9 10 11 -13 15 -15 -16 -17
leaf_value=-0.0031388087652447481 -0.0016970166248462125 -0.0017947758064229278 -0.0011401472308123042 -0.00018503516425650502 0.0017223420937294669 0.0019471925768237068 0.0021673348299339271 0.0014895842644088767 0.0017957922212340745 -0.0026897083136200452 0.0016159785683827383 -0.0018272624796509358 -0.0012388649589646376 -0.00071279840358117418 0.00016247025046748151 0.00029852233002865118
leaf_weight=0.0013333144103918042 0.0010054276336797221 0.0011541530789589425 0.0013822077623681928 0.0013769545739222844 0.0015275896219009164 0.001326743712946942 0.0015360997199289636 0.0018931107587025773 0.0018866855444810166 0.0016231725853190753 0.0020088687661754534 0.0014148199062011813 0.0012104211424119882 0.0011414468343220463 0.0010855248632708481 0.0010348496342080793
leaf_count=791 101 182 31 644 34 105 147 105 215 275 93 153 48 44 107 46
internal_value=0 4.93493e-05 -0.000478455 -0.00163814 0.00030823 0.000267412 0.000117876 0.000278427 4.08552e-05 -0.000224894 -0.000730158 -3.34229e-05 0.000531824 0.000772198 0.00107435 -0.00053028
internal_weight=0 0.022936 0.00670559 0.00271027 0.00399532 0.0162304 0.0149036 0.0137495 0.0122134 0.0103203 0.00618831 0.00456514 0.00413196 0.00315032 0.00261311 0.00224527
internal_count=3121 3020 1607 1435 172 1413 1308 1126 979 874 565 290 309 137 141 94
is_linear=0
shrinkage=0.004207


Tree=1217
num_leaves=31
num_cat=0
split_feature=151 1348 1456 14 133 52 1 43 128 159 484 40 0 1 13 49 43 133 133 43 15 4 457 12 52 160 1374 0 1 13
split_gain=0.000765681 0.00113779 0.00102696 0.000917908 0.000659562 0.000767867 0.000720586 0.000797054 0.000722845 0.000605248 0.000787589 0.000586303 0.000607383 0.000792712 0.000546116 0.000530244 0.000753419 0.000736763 0.000742268 0.000754154 0.000418931 0.000717101 0.000706285 0.000698762 0.000551982 0.000521102 0.000488062 0.000849892 0.000535982 0.000396215
threshold=-0.40381499999999992 0.090205000000000021 -1.0000000180025095e-35 0.076175000000000007 -0.25159999999999993 -0.51296999999999993 0.11230000000000001 -0.27207999999999993 0.086435000000000012 0.091530000000000014 0.085515000000000022 -0.0087249999999999984 -0.033209999999999996 0.11955000000000002 -0.059629999999999996 0.094245000000000009 -0.15582499999999996 0.10622000000000002 0.083950000000000011 -0.088704999999999992 0.024640000000000006 -0.077679999999999985 -0.0029299999999999994 0.088305000000000008 -0.081429999999999989 -1.0000000180025095e-35 -0.08070999999999999 -0.15090499999999998 0.095025000000000012 0.18141000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 8 -8 9 10 15 -9 13 -13 -15 16 29 18 20 -20 22 23 -18 -22 -24 -26 -27 -28 -29 -7
right_child=1 -3 3 -5 5 6 7 11 -10 -11 -12 12 -14 14 -16 -17 17 -19 19 -21 21 -23 24 -25 25 26 27 28 -30 -31
leaf_value=-0.001305355233169338 -0.001185456998767861 0.0015172368203522307 -0.0010097787894353507 -0.0012104390620893055 -0.0012312654741708398 0.001046252956751698 -0.00069728259028296294 0.001546138944567466 -0.001264404782236619 -0.00077651120556696722 0.001011591680794919 0.0010648067782325389 0.0015462705384921302 0.00058361652816407207 -0.00054600435201747691 0.00091979469744402195 -0.0010753116636443342 -0.0014073224579504002 -0.00047148832400011243 0.0010550061848005527 -0.001031606377805958 -0.0015462421126221503 0.00091148623671736281 0.00071788664965703665 -0.0011109901037391525 -0.00079993094229712858 0.0013810532352439607 -0.0007280092763805936 0.00047703991518226527 6.3541139938233754e-06
leaf_weight=0.001103401521749702 0.0017990055132033325 0.0011486808273204465 0.0013581095754118247 0.0014300216748086561 0.0010303562279791447 0.0020972152367093591 0.0012150588172517027 0.001425869631809241 0.0010481873380789866 0.0019943283386367741 0.0021140579838139209 0.0020839409260560169 0.0010615512626879191 0.0016950194580509512 0.0025802825933070031 0.0014863763632879659 0.0014705479710341871 0.0010686755049147392 0.0011546169736176282 0.0023444261016261061 0.001070369586501297 0.0014361761983268219 0.0015747707669087072 0.0011133080556335884 0.0010406723644231794 0.0012191731911457291 0.0012685816442967743 0.0016766218416890376 0.0018621428670462237 0.0015037746316348688
leaf_count=65 287 33 175 81 196 54 8 137 117 146 117 61 57 77 53 122 59 221 49 151 251 133 71 105 95 19 27 72 32 50
internal_value=0 -1.881e-06 -4.13395e-05 7.17699e-06 4.96517e-05 8.59525e-05 0.000121108 0.000476875 -4.29947e-06 4.37379e-05 0.000107885 0.000638142 0.000463675 0.000282957 -9.81461e-05 2.61963e-05 -3.44502e-05 -0.000161653 -8.43982e-05 0.000551292 -0.000246374 -0.000697721 -8.48105e-05 -0.000139659 8.37367e-05 -0.000100709 7.37481e-05 0.000295319 -9.38971e-05 0.000611991
internal_weight=0 0.0453719 0.0442232 0.0424242 0.0409942 0.0396361 0.0386057 0.0100617 0.028544 0.0274958 0.0255015 0.00884666 0.00742079 0.00635924 0.0042753 0.0233874 0.0219011 0.0183001 0.0172314 0.00349904 0.0137324 0.00361985 0.0101125 0.00218368 0.00864196 0.00706719 0.00602652 0.00480735 0.00353876 0.00360099
internal_count=3121 3056 3023 2736 2655 2480 2284 393 1891 1774 1628 385 248 191 130 1511 1389 1285 1064 200 864 489 375 356 316 245 150 131 104 104
is_linear=0
shrinkage=0.00154607


Tree=1218
num_leaves=31
num_cat=0
split_feature=31 1456 457 457 1213 151 4 11 128 16 43 4 48 15 151 3 159 1 47 4 159 52 376 43 47 52 52 2 14 4
split_gain=0.00115836 0.000874994 0.000951849 0.0011277 0.00102637 0.000894445 0.000800879 0.00128161 0.00117039 0.000828078 0.000795288 0.00114419 0.000774736 0.000742153 0.00105261 0.000825394 0.000706235 0.000670229 0.000711805 0.000634186 0.000626135 0.00121706 0.000611663 0.000584687 0.000609533 0.000719848 0.000542581 0.000522419 0.0004585 0.000422248
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.15747999999999998 -0.072694999999999996 -0.082704999999999987 -0.5145249999999999 0.24564500000000003 0.081790000000000015 0.086435000000000012 -0.53943499999999989 -0.52440999999999993 -0.51843499999999987 -0.075224999999999986 -0.095869999999999983 -0.016164999999999995 0.14121000000000003 0.091530000000000014 0.111945 0.12171500000000002 -0.072334999999999997 -0.22563499999999997 0.10898500000000001 0.084145000000000011 0.084740000000000024 0.099265000000000006 -0.24164999999999998 -0.081429999999999989 0.10855000000000002 -0.45687499999999998 -0.083854999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 -6 7 8 10 -8 -7 -12 -13 14 -14 16 20 -11 28 -17 -15 22 23 24 25 -22 -27 -16 -19 -28
right_child=1 2 3 4 5 6 9 -9 -10 17 11 12 13 15 27 19 -18 18 -20 -21 21 -23 -24 -25 -26 26 29 -29 -30 -31
leaf_value=0.0014573391589587552 -0.0009597805534131233 0.0011382647513298544 -0.0010914782918940353 -0.0014569472330993175 -0.001344993919065112 0.0011334576951507061 0.0014570530458134052 -0.0013699332000271349 -0.0014571253395404813 -0.0002748109499795641 -0.0013519066804764269 -0.00093146912037470292 0.000602076977372258 0.0012690032953299314 -0.0014323734157245863 0.0013303117924904043 -0.00095739026405605796 0.00019832180952852164 -0.00045328811876248296 8.7361636079641181e-05 -0.00050831538769865472 -0.0010256037758762584 -0.00068528908485096746 -0.00037106472813461803 0.0012749951681150194 0.00094353928833737044 0.00075555666228330957 -0.00014521728382300804 0.0012340319132674283 3.4033373419864354e-06
leaf_weight=0.0010832559595534965 0.0022207086173917636 0.0014490016859483026 0.0021513591682209557 0.0010237404053488044 0.0010013142465670191 0.0013866906647024271 0.0013971753841905974 0.0015005083286556689 0.0011255546039827804 0.0032229932324270294 0.0012643636283655646 0.0015845626750774491 0.0013622723937096737 0.0010351721211883094 0.0017990755213328482 0.0022394033603632124 0.0012632839335733328 0.0014099120693344966 0.0011148305476353926 0.0014261809596973754 0.0019469636290013652 0.0018291237867682488 0.0014518548067812267 0.0023586453162263146 0.0015485009395561642 0.0033251293262885808 0.0022908915949186731 0.0010657672701199772 0.0025445717518826063 0.0051354784054391932
leaf_count=86 288 35 159 265 50 19 57 114 140 69 38 60 47 66 121 27 105 43 13 32 117 153 28 82 36 86 164 27 152 442
internal_value=0 -6.4114e-05 -2.60499e-05 -5.92569e-05 -1.36146e-05 1.74077e-05 4.6664e-05 -5.11246e-05 4.7147e-06 0.000419466 5.26663e-05 7.14931e-06 6.14202e-05 0.000113728 -0.000452205 0.00020627 0.000100451 0.000244642 0.000574902 0.000846713 0.000164324 0.000106822 0.00022153 0.000300815 0.000412048 0.000306816 0.000454427 -0.000953531 0.000864765 0.000235428
internal_weight=0 0.054475 0.0522543 0.0508053 0.048654 0.0476302 0.0466289 0.0369394 0.0354389 0.00968948 0.0343134 0.0329267 0.0316623 0.0300777 0.00422712 0.0258506 0.022185 0.00829231 0.00506931 0.00366558 0.0209218 0.0198866 0.0180575 0.0166056 0.014247 0.0126985 0.0107515 0.00286484 0.00395448 0.00742637
internal_count=3121 3035 2747 2712 2553 2288 2238 1904 1790 334 1650 1631 1593 1533 195 1338 1279 277 208 59 1174 1108 955 927 845 809 692 148 195 606
is_linear=0
shrinkage=0.00145689


Tree=1219
num_leaves=31
num_cat=0
split_feature=39 42 160 52 133 123 130 1374 150 1456 448 1 13 15 3 47 49 1213 4 16 16 42 4 0 15 16 12 2 4 14
split_gain=0.00111608 0.000987981 0.000728349 0.000693454 0.000970096 0.000804756 0.000635415 0.000608766 0.000627081 0.0008273 0.000745491 0.000622658 0.00083337 0.00073514 0.000629492 0.000642826 0.000560563 0.000548973 0.000497231 0.000787998 0.000662951 0.000560403 0.000654405 0.000787758 0.000623542 0.000524352 0.000485589 0.000467008 0.000568468 0.000407406
threshold=0.16946000000000003 -0.26584999999999998 -0.40698999999999991 -0.52017999999999986 -0.25159999999999993 0.090910000000000019 1.0000000180025095e-35 0.093235000000000012 -0.22665999999999997 -1.0000000180025095e-35 -0.083114999999999981 0.099195000000000019 -1.0000000180025095e-35 0.050935000000000008 0.12178000000000001 0.096475000000000019 0.092185000000000017 -0.080769999999999995 -0.51843499999999987 0.0057500000000000008 -0.51370499999999997 0.088915000000000008 -0.077679999999999985 -0.23051499999999997 0.088345000000000021 -0.095964999999999981 0.092465000000000006 0.091265000000000013 0.033845000000000007 -0.10708499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 17 16 14 15 29 26 -12 -19 20 -20 22 24 -24 -22 -25 -13 28 -27 -14
right_child=-2 2 3 4 5 -7 -8 -9 9 10 11 12 13 -15 -16 -17 -18 18 19 -21 21 -23 23 25 -26 27 -28 -29 -30 -31
leaf_value=-0.001126421392661478 0.0011265252508612564 -0.00070490034194351772 -0.00084142445202849147 -0.0009128931675808637 0.00080322431180639164 0.00086816415799164813 -0.00071185884147468681 -0.00070806946906325837 -0.00082738727413132491 -0.00076056757072877584 -0.0007876571314498421 0.001072019426925436 0.00019539610246619883 -0.00078464204706430753 -0.00028054043897018992 -8.8325711170202228e-05 -0.00013362174437127501 -0.00059206713423246634 0.0006473115253671103 0.00045919019068521285 -8.7164109016077098e-05 -0.00093579685281793609 0.0004906654264956057 -0.0011041331163429914 0.00084680862387312363 -0.00089741153282693739 0.00034833446200150579 0.00035960057082549425 0.00010497079853648228 0.0010877013920680936
leaf_weight=0.0010481133326187822 0.0010541077183461303 0.0018957201868106113 0.0011882794198588833 0.0013409254535163831 0.0014706984412953253 0.0015074933138010662 0.0014127319734316126 0.001278076714598341 0.0013050804143639452 0.0012742895436801396 0.0010841191346964143 0.0029170494009598267 0.0010027054992178819 0.0011144432541811966 0.0023023897954033146 0.0017921306010251215 0.0010308888303143249 0.001479842360602379 0.0014831986727443661 0.0051582905254567981 0.0021596899448770197 0.0010530460317532695 0.0013338952590515769 0.001284054144927705 0.0015627121434751423 0.0018379266911528469 0.0019704270848315275 0.0010713961923052295 0.0011772738976105757 0.0018398998980000414
leaf_count=18 23 239 224 167 16 104 275 43 188 43 223 218 21 18 34 26 36 25 32 166 165 262 17 69 60 238 53 35 13 70
internal_value=0 -4.48907e-05 -2.09397e-05 7.59897e-06 3.04012e-05 5.98832e-05 3.04487e-05 5.66765e-05 8.19289e-05 5.34391e-05 8.54336e-05 0.000116541 0.000300237 6.44027e-05 0.000200801 0.000439916 0.000621076 -7.51793e-06 3.56304e-05 8.68896e-05 -6.12556e-05 -0.000152801 -7.37246e-05 -0.000283956 0.00030493 -0.000476346 0.00078026 -0.000279089 -0.000506035 0.000772948
internal_weight=0 0.0483768 0.0473287 0.045433 0.0442447 0.0429037 0.0413963 0.0399835 0.0387054 0.0372347 0.0359297 0.0346554 0.0139699 0.00805157 0.00693713 0.00463474 0.00591837 0.0206854 0.0196013 0.0181215 0.0129632 0.01148 0.0104269 0.00670455 0.0037224 0.00537065 0.00488748 0.0040866 0.0030152 0.00284261
internal_count=3121 3098 3080 2841 2617 2450 2346 2071 2028 2012 1824 1781 476 169 151 117 307 1305 1082 1057 891 859 597 372 225 355 271 286 251 91
is_linear=0
shrinkage=0.00112622


Tree=1220
num_leaves=31
num_cat=0
split_feature=39 42 9 151 150 1456 4 160 11 1213 40 13 160 16 1 49 457 43 12 49 3 4 1 43 0 133 4 48 16 15
split_gain=0.00132991 0.00117966 0.00106771 0.000878097 0.00111924 0.00109578 0.000904546 0.000939437 0.000857349 0.000742175 0.000756494 0.000904601 0.000718117 0.000689141 0.000701804 0.000676526 0.000707161 0.000880851 0.000961208 0.000726699 0.00067335 0.00139088 0.000630012 0.000837753 0.00108211 0.000517128 0.000492244 0.000386673 0.000351779 0.00033814
threshold=0.16946000000000003 -0.26584999999999998 -0.036024999999999995 -0.5225749999999999 -0.22665999999999997 -1.0000000180025095e-35 0.27287000000000006 -0.091944999999999985 0.081790000000000015 -0.080769999999999995 0.097265000000000018 -0.084034999999999985 -0.081639999999999976 -0.54165499999999989 0.111945 0.10542000000000001 0.080930000000000016 -0.17390999999999998 0.09857500000000001 -0.043469999999999995 0.096675000000000011 -0.0016099999999999997 0.08844500000000001 0.08845500000000002 -0.084044999999999995 -1.0000000180025095e-35 0.50822500000000004 0.084485000000000018 -0.079109999999999986 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 27 9 -9 11 22 -13 -8 -15 16 17 28 29 20 21 -18 23 24 -11 -24 -16 -7 -14 -19
right_child=-2 2 3 4 5 6 13 8 -10 10 -12 12 15 14 26 -17 19 18 -20 -21 -22 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0013198269649012133 0.0013199833187745925 0.0013199286443566483 -0.0012562648360677085 0.00099542747575343416 -0.0010735964067464113 -0.001244751095931383 0.0013196934260900606 -0.00096241259031332595 -0.0011888736799336636 -0.0012551952474092586 -0.00094108303468901696 0.00075037258357604992 -0.00032008259390636616 -0.00036458041989591045 0.00020460607888194001 0.00083910649452217402 0.00093520128405854587 -0.00065391468676844898 0.00038453710443136748 -0.00079052529501145009 0.0011633801465886938 -0.0010846964612093021 6.3244081303382761e-05 0.00068543211963210569 0.00027128888467372209 0.0010556069202331112 0.0012996151503012689 -0.00024926503423143196 0.00045165546678371777 -0.001310737000266208
leaf_weight=0.001259873359199303 0.0012478417093362273 0.0010042321810628243 0.0010363947538323251 0.0017888167020032588 0.0018139886661168161 0.0016648109725752027 0.0012317434255884052 0.0013604233473107899 0.0011054391582749892 0.0013134567568007238 0.001331716632421375 0.0016413262434511458 0.0018398598521116583 0.0021035902199031389 0.0018457621749552455 0.0011106871649142471 0.0013274770677966785 0.0053929449731042779 0.0013725162002642399 0.0010148482596719069 0.0014808438008913072 0.0010736889922213777 0.0012878905694400089 0.0025374743444892545 0.002103773497671213 0.0031524318611033664 0.0011666329529083086 0.001147823593078412 0.0023319960782828249 0.001827127382258098
leaf_count=18 23 89 47 23 285 237 51 278 109 211 21 77 33 44 88 98 46 307 143 30 11 24 23 37 57 93 96 64 43 415
internal_value=0 -5.89441e-05 -2.67935e-05 -5.47329e-05 -2.84445e-05 -6.86267e-05 -2.69736e-05 -0.000105107 -4.55e-05 -7.77131e-06 3.26367e-05 7.47266e-05 -8.66263e-05 0.000433608 0.00022027 -0.000159809 -0.000222629 -0.000386172 -0.000627707 0.000203672 0.000463578 3.19976e-05 0.000391585 0.000111064 -0.000315435 0.000767778 0.000628678 -0.000838498 0.000111306 -0.000820132
internal_weight=0 0.0506696 0.0494097 0.0484055 0.0473691 0.0455803 0.0437663 0.0374186 0.0346059 0.0335005 0.0321401 0.0308083 0.0204133 0.00634773 0.00511599 0.018772 0.0176613 0.0127644 0.00859259 0.00489686 0.00388201 0.00240117 0.010395 0.0059547 0.00341723 0.00444032 0.0030124 0.00281263 0.00417186 0.00722007
internal_count=3121 3098 3080 2991 2944 2921 2636 2357 2056 1947 1669 1648 1227 279 228 1150 1052 941 865 111 81 70 421 305 268 116 184 301 76 722
is_linear=0
shrinkage=0.00131955


Tree=1221
num_leaves=20
num_cat=0
split_feature=1213 160 484 50 48 4 150 3 147 42 49 3 43 12 133 3 150 0 12
split_gain=0.000162757 0.000173905 0.000153726 0.000291597 0.000317397 0.000338298 0.000258597 0.000205897 0.000203005 0.000162488 0.000185689 0.000235732 0.000288737 0.000495452 0.000236263 0.000245323 0.000207217 0.000265628 8.94619e-05
threshold=-1.0000000180025095e-35 -0.24498999999999996 -0.0068949999999999992 0.099210000000000007 0.12879500000000002 0.27044500000000005 -0.084634999999999988 0.10732000000000001 0.084575000000000025 -0.11466499999999999 -0.14917999999999998 0.10299500000000002 -0.074359999999999996 0.087215000000000015 0.08622500000000001 -0.075944999999999985 0.086135000000000017 -0.10011499999999998 0.090840000000000018
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 -4 -7 9 -8 -11 12 14 16 15 -12 17 -14 -13
right_child=1 2 3 -5 -6 7 8 -9 -10 10 11 18 13 -15 -16 -17 -18 -19 -20
leaf_value=-0.0017371576465105517 -0.0017283266057663718 -0.0011873915699094242 0.0021386004513272512 0.0022950168304352778 -0.0022787904019816495 0.0028598590228622661 -0.0014993178136366121 0.00025536147449903084 -0.0019130107588292251 0.0018693654472529606 0.00020184276106633467 0.00035645514019235896 0.0013929972946403822 -0.0036045842710070411 -0.0011018004323423182 0.0026931544267720341 -0.0019767417641052068 -0.0011374386082541041 0.0021046020714925841
leaf_weight=0.0010227259064178309 0.0010133010002681955 0.0015913126502299915 0.0010191127564622695 0.0012261391000287771 0.0010229887654222827 0.0013832371425404047 0.0012584115384288727 0.0010032516056597274 0.0011427957874090575 0.0010989921892274887 0.0019939569611988617 0.0010743741026040263 0.001753054935811349 0.001100026887894151 0.0012389104082604074 0.0012208704198739548 0.0010723728822767953 0.0014538501415479734 0.0011732816547009861
leaf_count=491 237 482 69 99 50 199 78 99 65 41 178 61 57 446 217 66 29 140 17
internal_value=0 4.59765e-05 0.000124739 0.000223065 9.60997e-05 0.000224058 2.53185e-06 0.00176496 -0.000137184 3.3754e-06 0.000146854 -9.84421e-06 -0.000302163 -0.000984627 0.000522129 0.00114795 -0.000311143 0.000245824 0.00126899
internal_weight=0 0.0238402 0.0228269 0.0212356 0.0200095 0.0189865 0.0166 0.00238649 0.0155809 0.0144381 0.0131797 0.0120807 0.00983304 0.0053793 0.00445374 0.00321483 0.00427928 0.00320691 0.00224766
internal_count=3121 2630 2393 1911 1812 1762 1464 298 1395 1330 1252 1211 1133 672 461 244 226 197 78
is_linear=0
shrinkage=0.00437696


Tree=1222
num_leaves=19
num_cat=0
split_feature=147 11 48 0 151 2 160 133 13 2 4 15 1 12 12 0 49 48
split_gain=0.0001631 0.000199699 0.000183557 0.000379965 0.000282679 0.000372895 0.000384275 0.000312286 0.000390396 0.00026326 0.000225286 0.000201049 0.000187331 0.000154762 0.000402416 0.000250836 0.000149658 0.0001249
threshold=0.08955500000000001 0.089270000000000002 0.016865000000000002 -0.20211999999999997 -0.00099499999999999979 0.113445 -0.086829999999999977 -0.0061299999999999992 -0.084034999999999985 0.09167500000000002 0.033845000000000007 -0.028889999999999996 0.089875000000000024 0.10097500000000002 0.051320000000000005 -0.019414999999999998 -0.065034999999999996 0.10990500000000002
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 10 -1 6 -6 -8 9 -9 16 12 -5 14 15 -10 -4 -14
right_child=-2 -3 3 11 5 -7 7 8 13 -11 -12 -13 17 -15 -16 -17 -18 -19
leaf_value=-0.0019078359305419455 0.001195069960341071 -0.0015875039740271366 -0.00077331777157933768 0.00038395192371754337 -0.0023992764713033545 0.0017025191591385324 -0.0014555874343926728 0.0026020334700186864 -0.00078168383318404111 0.00026221265252885452 -0.001924946566744326 -0.00020847678294720108 0.0032820599777640693 0.00071303387298365288 -0.0021792246268350071 0.0014073088422969055 0.0012311046892586009 0.0014356081969020002
leaf_weight=0.0013174478144000199 0.0014471083846077084 0.0011909751033356555 0.0010685447869747122 0.0010060210662036773 0.0011147970014843142 0.0014383511684159531 0.0019299888582651773 0.0012957248804563179 0.0017237596002028788 0.0013919731388742917 0.0010437524948230248 0.0010251347110923339 0.0010160187411312194 0.0015236889690639632 0.0015910835811275281 0.0012678760883544334 0.0010123058157489595 0.001029045684417973
leaf_count=235 118 103 25 240 323 276 562 134 69 49 32 54 143 96 506 63 24 69
internal_value=0 -9.7952e-05 -1.65582e-05 0.000471509 -0.000257364 -9.35939e-05 -0.00031181 -9.4813e-05 0.000203828 0.00139023 -0.000508621 0.00122282 0.00170372 -0.000318359 -0.000661282 0.000146027 0.000201807 0.00235295
internal_weight=0 0.0229865 0.0217955 0.00720082 0.0145947 0.0132772 0.0118389 0.0107241 0.00879411 0.0026877 0.0031246 0.00407622 0.00305109 0.00610641 0.00458272 0.00299164 0.00208085 0.00204506
internal_count=3121 3003 2900 587 2313 2078 1802 1479 917 183 81 506 452 734 638 132 49 212
is_linear=0
shrinkage=0.0037357


Tree=1223
num_leaves=18
num_cat=0
split_feature=1 0 42 0 4 49 52 49 3 4 42 2 0 49 51 3 1
split_gain=0.000149072 0.000206874 0.000202259 0.000221512 0.000225201 0.000187717 0.000247106 0.000160296 0.000223073 0.000302508 0.000228468 0.000138049 0.00015076 0.000245506 0.000227213 0.000220468 3.74933e-05
threshold=0.104035 -0.019414999999999998 0.094935000000000005 0.041630000000000007 -0.49405499999999997 -0.087004999999999985 -0.088204999999999992 -0.047584999999999995 -0.08824499999999999 -1.0000000180025095e-35 1.0000000180025095e-35 0.13754500000000003 -0.10324499999999999 -0.043469999999999995 -0.064959999999999976 0.12178000000000001 0.089875000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 3 5 -5 -1 -7 -8 -9 10 -10 12 13 -2 -14 -15 -11
right_child=1 -3 -4 4 -6 6 7 8 9 16 -12 -13 14 15 -16 -17 -18
leaf_value=-0.0018693258076813066 0.0018320468280733368 0.0020336834903080985 -0.0019188551807007947 -0.00062077251050247082 0.0017683125543480865 -0.0017238993948087168 0.0013672476398009683 -0.0019545848064758584 0.0024684327494969493 -0.00043701983951684962 -7.3268121565929568e-05 0.0014611578084989388 0.00016353060816482704 0.00070721181238855228 -0.0024623915604593573 -0.0013880728216027172 -0.001587596220778549
leaf_weight=0.0014020756721088165 0.0014193314862254169 0.0011743640894421601 0.0012424807076448227 0.0011218639254559903 0.0018496543014538966 0.0015587531260445346 0.0014621168819393153 0.0010402849728040646 0.0012363852370117527 0.0010046188467044311 0.0012677019734781414 0.0012230385959832724 0.0013981402343770108 0.0019772872240668713 0.0010005438438405161 0.0016145553574062887 0.0010004526348499354
leaf_count=105 74 155 383 81 60 368 93 334 266 209 471 133 77 79 125 48 60
internal_value=0 0.000377044 -0.000297498 -0.000141864 0.00086634 -0.000442283 -0.000208824 0.000127996 -0.000198511 0.000206624 0.00118169 0.000151685 -6.44506e-05 0.000350721 -0.000931799 -0.000234632 -0.00101111
internal_weight=0 0.00980726 0.0141864 0.0129439 0.00297152 0.00997239 0.00857031 0.00701156 0.00554944 0.00450916 0.00250409 0.0086329 0.00740986 0.00501117 0.00239868 0.00359184 0.00200507
internal_count=3121 691 2430 2047 141 1906 1801 1433 1340 1006 737 536 403 201 202 127 269
is_linear=0
shrinkage=0.004207


Tree=1224
num_leaves=19
num_cat=0
split_feature=50 15 52 52 47 1 11 159 3 13 2 457 2 16 48 2 1 4
split_gain=0.000138912 0.000282632 0.000204203 0.000410784 0.00033666 0.000233001 0.000240878 0.000189744 0.000273599 0.000200071 0.000170757 0.000274914 0.000405479 0.000228857 0.000236007 0.000261221 0.000288216 0.000118272
threshold=0.10647500000000001 -0.24436499999999997 0.40674500000000008 0.11434500000000002 0.13148500000000005 0.13146500000000003 0.081365000000000007 0.091005000000000016 -0.12018999999999998 0.10935500000000002 0.11411 -0.0029299999999999994 0.10644500000000001 -0.15241499999999997 0.084855000000000014 0.086950000000000013 0.090475000000000014 -0.0024449999999999997
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 7 8 9 -3 11 -10 13 -13 15 16 -15 -16
right_child=-2 2 -4 -5 -6 -7 -8 -9 10 -11 -12 12 -14 14 17 -17 -18 -19
leaf_value=0.0020795004674017763 -0.0015381866350037039 0.0035361913752770071 0.0020263146388832158 -0.0032822357250432508 -0.0026996734876727282 0.002420300870825049 -0.0023420981618423025 -0.0019049682287803178 -0.0021192427476559492 0.0004123792772097746 -0.0016825557104840497 0.0017147589121841431 0.0031974788684185854 0.0012464634953886417 0.0022284494343021628 -0.0026784467346791991 -0.0018873692254013992 -0.00015254529560176615
leaf_weight=0.0016451877837470033 0.0014380635115624476 0.0010491333889706073 0.0010952940988679929 0.0010380140877729307 0.0011228029033998324 0.0010642621916785435 0.0010457433343709069 0.0010546406599355471 0.0011304570252975163 0.0010242757369063327 0.0013310258346406209 0.0017672854503465434 0.0012302101976358068 0.0017071413764394115 0.0010812464369448493 0.0015068030882625372 0.0013119717720750934 0.0010294901623274511
leaf_count=223 333 71 116 164 33 59 124 217 138 35 131 69 97 499 108 435 167 102
internal_value=0 7.4177e-05 -8.60545e-05 -0.000204737 -3.16554e-05 0.000141168 -7.92166e-06 0.000152417 0.000305554 0.00199301 1.62938e-05 0.000226354 0.000501583 0.000106944 -0.000321204 -0.000968683 -0.00011536 0.00106714
internal_weight=0 0.022235 0.0205898 0.0194945 0.0184565 0.0173337 0.0162694 0.0152237 0.014169 0.00207341 0.0120956 0.0107646 0.00963415 0.00840394 0.00663665 0.00452592 0.00301911 0.00211074
internal_count=3121 2788 2565 2449 2285 2252 2193 2069 1852 106 1746 1615 1477 1380 1311 1101 666 210
is_linear=0
shrinkage=0.00502775


Tree=1225
num_leaves=19
num_cat=0
split_feature=128 43 4 0 1 133 48 3 48 2 3 42 47 4 151 43 12 16
split_gain=0.000148169 0.000147262 0.00039466 0.000276678 0.00034959 0.000240341 0.000156338 0.000182883 0.000273128 0.000290739 0.000165189 0.000342081 0.000260064 0.000619187 0.000240524 0.000234917 0.000132819 6.75105e-06
threshold=0.086435000000000012 -0.45785999999999999 -0.49405499999999997 -0.010949999999999998 1.0000000180025095e-35 0.083950000000000011 -0.080024999999999985 0.16158000000000003 0.12879500000000002 0.113445 0.10732000000000001 -0.090684999999999988 0.092530000000000015 0.053180000000000012 -0.024429999999999997 -0.0024749999999999993 0.084100000000000022 -0.010699999999999999
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 -6 8 9 10 11 -8 13 14 -13 -16 -5 -11
right_child=-2 2 3 16 6 -7 7 -9 -10 17 -12 12 -14 -15 15 -17 -18 -19
leaf_value=0.0017448354753907907 -0.0017658269279832634 -0.00289339004991864 -0.0029670419583355694 0.0029439714603517546 -0.0016178359735660006 -0.0002158071732288145 0.0028401601838974303 0.002287314265526899 -0.0018991266878398548 0.002372828171391405 -0.0017846224650193343 0.0013736330965017267 -0.0019371124307548597 0.0032394551074808901 0.00027584178069457125 -0.0024521752967516085 0.00072048217856297511 0.0018143621947562007
leaf_weight=0.0011544759910759863 0.0010834305786768242 0.0010655320938257598 0.0015004323389249908 0.0010234447971126407 0.0010100232476588653 0.0014660246104757357 0.0010685436134449987 0.0010525649975483562 0.0013077605416427227 0.001005919818558576 0.0010031826138003916 0.0011101194280942507 0.00142483477902422 0.0013361951689432328 0.0013096167423778437 0.0016864705419390325 0.0016212303045346488 0.0010161511297877021
leaf_count=82 207 147 753 124 54 639 28 119 56 96 24 92 123 67 222 168 77 43
internal_value=0 6.44454e-05 -2.78987e-05 0.000125205 -9.73623e-05 -0.00160738 0.000215197 0.000354177 0.000188329 0.000437384 6.30537e-05 0.000296623 -9.91517e-05 0.000382031 -0.000547799 -0.00125973 0.00158094 0.00209218
internal_weight=0 0.0221625 0.021008 0.0199425 0.0172978 0.00296646 0.0143314 0.0133214 0.0122688 0.010961 0.00893896 0.00793578 0.00686724 0.0054424 0.00410621 0.00299609 0.00264468 0.00202207
internal_count=3121 2914 2832 2685 2484 1392 1092 1038 919 863 724 700 672 549 482 390 201 139
is_linear=0
shrinkage=0.00483252


Tree=1226
num_leaves=31
num_cat=0
split_feature=39 9 42 160 1366 43 1 0 150 0 0 0 0 4 52 52 2 15 1 1 2 151 159 15 4 49 150 42 48 51
split_gain=0.001323 0.00121722 0.00094699 0.000931958 0.000745042 0.000780151 0.000857298 0.00104708 0.000834704 0.000838234 0.000820338 0.000760815 0.000984429 0.000745028 0.00168463 0.000724244 0.000711043 0.00109443 0.00062515 0.000789338 0.000781108 0.000621333 0.000559455 0.00051353 0.000486843 0.000581307 0.000882023 0.00171642 0.000465073 0.000686157
threshold=0.16946000000000003 -0.036024999999999995 -0.26584999999999998 -0.40698999999999991 -1.0000000180025095e-35 0.39192500000000002 0.111945 -0.23091999999999999 -0.093459999999999988 -0.077999999999999986 -0.23091999999999999 -0.082974999999999979 -0.084269999999999984 -0.49405499999999997 0.10347000000000002 0.11434500000000002 0.091265000000000013 0.095175000000000023 0.10752500000000002 0.091785000000000019 0.092875000000000013 -0.019324999999999998 0.092630000000000018 0.088495000000000018 0.24564500000000003 0.13984500000000002 0.082565000000000013 0.097640000000000018 0.084485000000000018 0.081440000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 7 21 -9 11 -8 12 16 14 -11 22 28 18 19 20 -18 -6 23 -15 25 26 27 -12 29 -10
right_child=-2 2 3 4 5 -7 10 8 9 13 24 -13 -14 15 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0014007257145544373 0.0014008264288558245 -0.0014005573901569881 -0.00099048600939367253 -0.0010422176560329955 -0.0001603198934601324 -0.0011973022277360331 -0.00073186983922409517 0.0010880012836152202 -0.0007367112777318561 -0.0013997213827672602 -0.0010427147461947487 -0.0013583868815188083 0.00080368882324676047 0.00080477511750862813 0.00060701519944838047 -0.00071024357439251169 0.00082917294396175174 -0.0014005193340504497 -0.00059988269244408258 0.0011779882374029452 -0.00079338683147530808 0.0012016954064842061 -0.00038532592301552312 -0.00013451337413823063 0.00085775230726834806 0.0010839063172225865 0.0010451122747102384 0.0011261504893126872 -0.0012261094446649461 0.00045992046230485244
leaf_weight=0.00108177785956065 0.0012292014594166281 0.0010752802378526374 0.0020768060507814204 0.0013901682167642973 0.0010126245619801466 0.0010460372001297449 0.0011969815031420703 0.0010176738705638391 0.0044307286886514571 0.0018220605743159988 0.0023025971444781135 0.0014859585371898012 0.0014162992996462629 0.0052082124383474732 0.0014920344547135755 0.0012595058360114217 0.00104648823768727 0.0010379939582905173 0.0015227304467515523 0.0017048683589138136 0.0013101555018280031 0.001868926449549938 0.0013639707175379101 0.0014616792748523011 0.0041959299269906936 0.0012288062139305111 0.0011675716987902263 0.001038074033203884 0.0023376129521710531 0.0011925297293045034
leaf_count=89 23 18 239 60 28 109 14 22 546 123 78 365 107 234 6 93 31 32 21 48 104 31 60 182 200 24 52 14 117 51
internal_value=0 -6.90788e-05 -0.000100433 -7.22679e-05 -3.21705e-05 -1.75691e-06 2.59587e-05 -8.4489e-05 -0.000159287 -0.000201467 0.000363277 -0.000399919 -0.0003109 7.37663e-05 -0.000496271 0.000277047 -0.000419148 -8.01264e-05 0.000165307 0.00045219 -7.2875e-05 0.000723061 0.000431829 0.000598934 0.000495249 0.000230124 -2.59101e-06 -0.000368766 -0.000701163 -0.00048294
internal_weight=0 0.0517921 0.0507103 0.049635 0.0475582 0.0461681 0.045122 0.0339921 0.0311105 0.0300928 0.01113 0.0174854 0.0159994 0.0126075 0.0033141 0.00929337 0.0145831 0.00662224 0.00558424 0.00406151 0.00235664 0.00288155 0.00803386 0.00666989 0.00993298 0.00573705 0.00450824 0.00334067 0.00796087 0.00562326
internal_count=3121 3098 3009 2991 2752 2692 2583 2201 2142 2120 382 1422 1057 698 129 569 950 236 204 183 135 59 476 416 368 168 144 92 714 597
is_linear=0
shrinkage=0.00140032


Tree=1227
num_leaves=31
num_cat=0
split_feature=31 39 42 151 1348 1456 14 49 3 133 1366 0 0 42 1374 14 1 0 0 43 52 13 4 1 2 16 3 1375 151 48
split_gain=0.00131899 0.00122892 0.000990031 0.000904563 0.00114419 0.0011807 0.00092698 0.00082179 0.00121138 0.000816373 0.000688423 0.000679602 0.000982169 0.000837084 0.000659045 0.000721508 0.000779866 0.000657114 0.00131831 0.000703691 0.000896551 0.000774047 0.000742856 0.000702837 0.000709636 0.000697722 0.000588954 0.000591569 0.000557809 0.000854348
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 -0.5225749999999999 0.090205000000000021 -1.0000000180025095e-35 0.076175000000000007 0.10247500000000002 0.30112000000000005 -0.25159999999999993 -1.0000000180025095e-35 -0.10607499999999999 -0.084269999999999984 0.088380000000000014 -0.094929999999999987 -0.10708499999999999 1.0000000180025095e-35 -0.082974999999999979 -0.077999999999999986 -0.16318499999999997 0.11434500000000002 0.18141000000000002 0.09173000000000002 0.08844500000000001 0.09678500000000001 0.10246000000000001 -0.10519499999999998 -0.012484999999999998 -0.073794999999999986 0.084485000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -7 -11 14 13 -13 -12 -16 -17 -14 -19 21 22 -20 23 24 25 -21 -18 -28 -29 -30
right_child=1 -3 3 4 -6 6 -8 -9 -10 10 11 12 17 -15 15 16 26 18 19 20 -22 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=0.0013464270857138519 -0.0013461985151700072 0.0013463652587158048 -0.0012749598826010914 -0.0010837882050927588 0.001310892775131898 -0.0011422071641149826 -0.001121989173523601 0.0005760482328685001 0.0013460173242273938 -0.0010537296161245483 -0.00061710253055174079 -0.0012335977585103161 0.00086026344201614732 8.5239812770895998e-05 -0.00061982764154121998 -0.0003706256186745167 0.0012971841303924332 -0.0012923579605365033 0.0011195882719926709 0.00016842167369958709 -0.0011436180851046984 -0.00012275178712961178 0.00079602815239760913 -0.00090517486226629322 0.00042179662881149224 -0.0013462520554326756 0.0012402075287072424 0.0010999684936528723 0.00038732867092701288 -0.00095226835465568463
leaf_weight=0.001237782031766387 0.001113850789042913 0.0011005867259541438 0.0010892655285701372 0.0019797494907118898 0.0011181837632854288 0.0012896860514697286 0.0013424612254908644 0.0042402325218974237 0.0010954171172397045 0.0012009624103348484 0.0014951351968193203 0.0025332932510371163 0.001384493499483763 0.0013293460330725537 0.0012824706898300073 0.001741571263391241 0.001818590010145729 0.0015346124584918333 0.0019179744291477592 0.0011624428648922477 0.0014349335607728433 0.0017262353257336827 0.001727030288413367 0.001843509641377139 0.0035557207403495994 0.0010472825365184235 0.0013267203111126955 0.001087535648746754 0.0031647601466779857 0.0011855469675907671
leaf_count=86 18 21 47 286 33 155 80 230 99 49 16 464 107 125 21 56 28 348 26 68 113 27 85 252 111 35 9 43 61 22
internal_value=0 -6.01036e-05 -9.18438e-05 -6.25256e-05 -3.41645e-05 -6.72579e-05 -2.096e-05 1.41277e-05 -4.87641e-05 -9.02937e-05 -5.20787e-05 -1.70066e-05 -0.00016596 -0.000779713 0.000223969 0.000332309 0.000450577 -2.91954e-05 -0.000106404 1.98513e-05 -0.000153124 0.000531101 -8.85662e-07 -0.000181764 4.95478e-05 -0.000549446 0.000617204 0.000434397 0.000237796 2.22613e-05
internal_weight=0 0.0498696 0.048769 0.0476552 0.0465659 0.0454477 0.043468 0.0421255 0.0378853 0.0367899 0.0355002 0.0342992 0.0211969 0.00386264 0.0131023 0.0116072 0.0103247 0.0173342 0.0159497 0.0144151 0.0107709 0.00364421 0.00933599 0.00760896 0.00576545 0.00220973 0.00858315 0.00676456 0.00543784 0.00435031
internal_count=3121 3035 3014 2996 2949 2916 2630 2550 2320 2221 2066 2017 1761 589 256 240 219 1172 1065 717 664 53 551 466 214 103 163 135 126 83
is_linear=0
shrinkage=0.00134594


Tree=1228
num_leaves=31
num_cat=0
split_feature=31 39 42 453 1348 1456 14 2 123 4 1 13 13 12 3 16 13 457 48 403 1 16 16 0 12 1374 52 4 52 16
split_gain=0.0013065 0.00121855 0.00100049 0.000794351 0.00129116 0.0011259 0.00101067 0.00083679 0.00113228 0.000928013 0.000873764 0.000754866 0.00106326 0.000847796 0.000906694 0.00119524 0.000685141 0.000637201 0.000632657 0.000742169 0.000641191 0.00101166 0.000501228 0.000413779 0.00101778 0.000355545 0.000468711 0.00034461 0.000343322 0.000334065
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 0.10218000000000001 0.090205000000000021 -1.0000000180025095e-35 0.076175000000000007 0.088850000000000012 0.083855000000000013 -0.14098499999999997 0.12958500000000003 -0.53104499999999988 -0.39067499999999994 0.092355000000000007 -0.10831999999999999 0.037555000000000005 0.14871000000000004 -0.068264999999999978 0.085845000000000019 -1.0000000180025095e-35 0.091095000000000023 -0.16927999999999996 -0.29154999999999992 -0.084269999999999984 0.081420000000000006 -0.094929999999999987 0.14295500000000003 -0.012889999999999999 -0.013374999999999998 -0.089669999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 7 9 11 -7 18 -9 -13 14 16 17 -14 -16 19 -11 23 -22 -15 24 -21 -19 29 -17 -24 -27
right_child=1 -3 3 -5 -6 6 -8 8 -10 10 -12 12 13 22 15 27 -18 25 -20 20 21 -23 28 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0013733098118810419 -0.0013730995798443414 0.0013732901400387372 -0.001090085223988817 -0.0011829526040707692 0.0013475171403033617 0.00087251216288421727 -0.0011787258809941214 -0.00088756961617044924 0.0010162022762408845 -0.0013648967749282865 0.00055156432310380233 0.00098839065847346045 0.0011382860892816876 0.00018881271340453242 -0.00078291944501730369 -0.0011807148831639934 3.2407587411180959e-05 -0.00039119174296875758 -0.0012882083761555289 0.00054991478310988638 5.8148739796370844e-05 -0.001063078537904998 -0.00023266093039740318 0.00056460079152794319 -0.0012400830164280411 0.00092351770329686552 -0.0003222403853983988 -0.0002358662707154356 -0.0012446629116131653 0.00026034369700139232
leaf_weight=0.0012443411320104394 0.0011056173274788242 0.0011089757274547188 0.0019273407106750176 0.0011446564706432119 0.0012566887751219715 0.0013405021276895459 0.0013722740862682761 0.0014463740660630711 0.0026694007147360912 0.0011926168362372822 0.0019069175320471929 0.0024566398164402861 0.0026715058743604801 0.0012240307884479051 0.0010516521786207997 0.0017168381995134041 0.0017459676680431357 0.001049880343771294 0.0014798585082762558 0.0013490700570031339 0.0029428558149255934 0.0031297109276948731 0.0010036670037356643 0.0023417425753344805 0.0010763617109005308 0.0031974599417523477 0.0011814992353338383 0.0012625784708930618 0.0017053588138309364 0.0025922993679739111
leaf_count=86 18 21 286 18 35 32 81 13 144 449 52 73 76 35 43 86 24 13 119 32 32 170 181 134 256 95 52 30 299 136
internal_value=0 -5.02654e-05 -8.1501e-05 -5.26147e-05 -2.5822e-05 -6.25156e-05 -1.86095e-05 1.77917e-05 0.000167474 -0.000223127 -0.00031838 7.42622e-05 0.00013512 3.23797e-05 0.000169137 -2.5878e-05 0.000701197 0.000221873 -0.000441151 -0.000336971 -0.000223876 -0.000519715 -0.000540292 0.000152972 -0.000244453 0.000353612 0.00046578 -0.000780319 -0.000869726 0.000626589
internal_weight=0 0.0516503 0.0505414 0.0494357 0.0482911 0.0470344 0.0451071 0.0437348 0.0269752 0.0167596 0.0154191 0.0243058 0.0228594 0.0204027 0.0164697 0.0120522 0.00441747 0.00907279 0.0135122 0.0120324 0.0108397 0.00607257 0.00393306 0.00476717 0.00242543 0.00802114 0.00697126 0.00297942 0.00270903 0.00578976
internal_count=3121 3035 3014 2996 2978 2943 2657 2576 1300 1276 1244 1156 1143 1070 555 455 100 339 1192 1073 624 202 515 422 288 296 283 116 480 231
is_linear=0
shrinkage=0.00137286


Tree=1229
num_leaves=31
num_cat=0
split_feature=31 1348 1456 14 1365 2 123 160 0 4 2 403 4 40 12 11 3 1 2 12 3 0 0 16 4 15 14 48 1 16
split_gain=0.00133166 0.00089064 0.00107922 0.000969404 0.000777183 0.000761447 0.00085561 0.000853155 0.00102993 0.00079861 0.00141305 0.000780795 0.00124929 0.000871573 0.00149676 0.00057219 0.000759091 0.000575813 0.00115683 0.000992322 0.000724262 0.000569131 0.000768924 0.000686486 0.000841308 0.000549036 0.000760574 0.000518147 0.000831806 0.000514007
threshold=-1.0000000180025095e-35 0.090205000000000021 -1.0000000180025095e-35 0.076175000000000007 0.084635000000000016 0.088850000000000012 0.088610000000000008 0.083670000000000008 -0.13455999999999999 -0.49405499999999997 0.10644500000000001 -0.088999999999999982 -0.083854999999999985 0.064905000000000018 0.088305000000000008 0.089270000000000002 -0.116045 0.085110000000000005 0.10699500000000002 0.086850000000000024 0.086245000000000016 -0.10607499999999999 -0.08824499999999999 -0.088159999999999988 0.08184000000000001 0.024640000000000006 -0.24758499999999997 0.12879500000000002 0.094465000000000007 0.013515000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 9 8 -4 10 -7 -10 -13 14 -14 16 -11 18 19 -18 -19 -16 -23 -24 -25 26 -22 28 -28 -21
right_child=1 -3 3 -5 -6 6 -8 -9 11 15 -12 12 13 -15 21 -17 17 20 -20 29 25 22 23 24 -26 -27 27 -29 -30 -31
leaf_value=0.0015163062155607496 -0.0012358245905982619 0.0011017111621788517 0.0009144374728559324 -0.0012647171959416748 -0.0011785212840523076 -0.0015160149252220476 0.0012671672442582987 -0.001429337280293923 -0.0015110702709760675 0.00086906018119246268 0.0007530165839768723 0.00082574525944189745 -0.0013975636200727589 0.00078207430909588399 0.00060978535725518329 -0.00086323824599951633 -0.0009438249861827404 0.0011155083193639969 -0.0015159000349013476 -6.6362444211290512e-05 -0.00064143892079215556 -0.0015160281224325099 0.00093614641895539003 -0.0015158289968709578 0.00039575397254808822 -0.00084510925801918743 3.4212320061029428e-05 -0.00025665962053008848 0.0013619053101441216 0.0010725745667362046
leaf_weight=0.0012436506151578533 0.0018698800703784704 0.0014428590075610251 0.0018763187377999176 0.0014883207818279223 0.0012947111401477853 0.0016950363159877668 0.0015502255196659922 0.0012737870846777346 0.0010938640986548611 0.0038135449214564609 0.0010041052846361254 0.0023355317912217002 0.0032089748858568148 0.001261825895523482 0.0017568879856071362 0.0011020949239082247 0.0015188478159808968 0.0021847398287402351 0.0012968870826233214 0.0017848987805568761 0.0015917953025024198 0.001087006859708084 0.0010904395955702029 0.0010407455846999092 0.0010756763504105038 0.0011328911477335168 0.0018906802320088891 0.0014197460024547581 0.0025413781370922095 0.0018581135308908259
leaf_count=86 287 38 33 82 49 74 100 97 253 89 38 170 358 14 18 37 77 102 202 351 27 58 50 204 12 17 17 22 94 65
internal_value=0 -7.17097e-05 -0.00010688 -6.12562e-05 -2.12583e-05 1.31969e-05 0.000174672 -0.000235941 -0.000139896 0.000106477 -0.000671915 -0.000281697 -0.000177104 -0.000399712 -0.000560754 0.000201391 0.000257175 0.000121666 -0.000236108 8.54321e-05 0.000336397 -0.000116958 -0.000414314 -4.08742e-05 -0.000544263 0.00013793 0.000287545 0.000540245 0.000795522 0.000514551
internal_weight=0 0.0495818 0.048139 0.0462691 0.0447808 0.043486 0.026385 0.0171011 0.0158273 0.0248348 0.00269914 0.013951 0.0128571 0.0105216 0.00925973 0.0221356 0.0210335 0.01722 0.00645875 0.00516186 0.0107612 0.00605076 0.00429387 0.00320686 0.00211642 0.00857649 0.0074436 0.0058518 0.00443206 0.00364301
internal_count=3121 3035 2997 2710 2628 2579 1312 1267 1170 1212 112 1137 884 714 700 1100 1063 974 695 493 279 342 324 266 216 177 160 133 111 416
is_linear=0
shrinkage=0.00151575


Tree=1230
num_leaves=19
num_cat=0
split_feature=41 2 124 12 484 3 0 0 0 3 49 151 13 2 48 13 43 3
split_gain=0.000140866 0.000203182 0.000171704 0.000198548 0.000179193 0.000184779 0.000280001 0.000415418 0.000363905 0.000305056 0.000335938 0.000277332 0.000250371 0.000200302 0.00018106 0.000214829 0.000182203 9.04828e-05
threshold=0.078475000000000017 -0.0091949999999999983 0.08919500000000001 0.11650500000000001 -0.0068949999999999992 -0.12018999999999998 -0.10011499999999998 -0.084269999999999984 -0.15202999999999997 0.12178000000000001 -0.069799999999999987 -0.0096649999999999982 0.14871000000000004 0.091265000000000013 0.088965000000000002 -0.094514999999999988 -0.17390999999999998 -0.074479999999999977
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 12 8 -8 9 10 -7 -12 -6 -10 15 -9 -17 -18
right_child=-2 2 -4 -5 5 6 7 14 13 -11 11 -13 -14 -15 -16 16 17 -19
leaf_value=0.0017618000495815461 -0.0011996793502213527 -0.0014444806179507487 0.0015115521063535304 -0.0017787914292073676 0.0019179377199601815 -0.0014614986444489054 -0.0027817495895386892 0.00091234774606416334 0.00055142827358808163 -0.0019531501612744069 -0.0002939997304891965 0.0023549574078260624 -0.00055523587328160909 0.002472581975338865 0.0010643249765632131 0.00021057340883181807 -0.0025900372425229521 -0.0010036889468166225
leaf_weight=0.0010496410006259884 0.0014905465047494451 0.0012866347828445748 0.0010867071700180189 0.0010570070555986346 0.0017824968873814085 0.0011655208301704079 0.0012096670613957706 0.0011025499303247656 0.0019575877462261158 0.001279363430560565 0.0011665676908236833 0.0013285303904884138 0.00100658974830381 0.0015114481033595695 0.0013172803685930212 0.0011137709880841831 0.0010635839472813392 0.0012056440702409516
leaf_count=158 148 454 45 128 128 32 554 39 73 39 44 53 42 152 97 47 670 218
internal_value=0 5.84271e-05 -2.41908e-05 -0.000105386 -1.46653e-05 8.63556e-05 -8.34702e-05 -0.000668428 0.000404341 -0.000286749 0.000295648 0.00111645 0.00102536 0.00138847 -0.000227882 -0.000607367 -0.00110266 -0.00174721
internal_weight=0 0.0226906 0.021641 0.0205542 0.0194972 0.0182106 0.0154215 0.0070125 0.00840902 0.00493998 0.00366062 0.0024951 0.00278909 0.00346904 0.00580283 0.00448555 0.003383 0.00226923
internal_count=3121 2973 2815 2770 2642 2188 2018 1625 393 168 129 97 170 225 1071 974 935 888
is_linear=0
shrinkage=0.00396435


Tree=1231
num_leaves=19
num_cat=0
split_feature=2 50 48 4 3 158 42 15 15 15 2 40 133 1 3 0 4 16
split_gain=0.000135646 0.000186732 0.00027463 0.00026929 0.000274418 0.00022381 0.000197209 0.000218559 0.000175547 0.000264402 0.000254132 0.000206281 0.000220107 0.000264396 0.000319905 0.00015001 0.000133662 4.14128e-09
threshold=0.14753000000000002 0.10647500000000001 0.12879500000000002 0.27834500000000006 0.11296500000000002 0.077000000000000013 0.091735000000000025 0.095175000000000023 0.088345000000000021 1.0000000180025095e-35 0.10882500000000002 -1.0000000180025095e-35 -0.0054649999999999985 0.094465000000000007 0.092670000000000016 -0.15090499999999998 0.09173000000000002 -0.059624999999999991
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 6 7 8 9 10 11 -1 -13 14 15 -14 -8 -15
right_child=-2 -3 -4 4 -6 -7 16 -9 -10 -11 -12 12 13 17 -16 -17 -18 -19
leaf_value=-0.0012277826251051579 0.0015820561773885807 -0.0018118378838756723 -0.0023079881586548492 0.0029504356796574952 -0.00019278347812329882 -0.0021527375425238028 -0.0024093920342584301 -0.001633290267130184 0.0020216790877685669 -0.001394956920037674 0.0021669083446059743 0.0024006004002008795 5.6894045583042401e-05 0.0015733170483104217 0.0013767821145377007 -0.0020746752516247269 -0.00014263548657914206 0.0015602845910096192
leaf_weight=0.0016836051772379807 0.0010474440592131975 0.0012406164846252557 0.0010141670503531755 0.0013149322770915619 0.0010249429665523113 0.0010083857867265169 0.0010377376591776391 0.0011884341216308334 0.0012607482582803762 0.0017644292795038216 0.0016238064814528838 0.0011173069043173989 0.0010908927191479716 0.0010145277574906686 0.0013824690826567121 0.0018384820220273528 0.0011234220693969732 0.0010079936085123364
leaf_count=105 142 306 47 176 65 293 333 144 174 431 140 125 32 26 51 414 40 77
internal_value=0 -9.40094e-05 5.13178e-06 0.000119665 0.0015736 -6.78544e-05 5.48481e-05 0.000240459 0.000402007 0.000238954 0.000506906 0.000211839 0.000537102 0.000208403 -0.000428779 -0.00128088 -0.00123108 0.00156682
internal_weight=0 0.0227369 0.0214963 0.0204821 0.00233988 0.0181422 0.0171339 0.0149727 0.0137843 0.0125235 0.0107591 0.00913528 0.00745167 0.00633437 0.00431184 0.00292937 0.00216116 0.00202252
internal_count=3121 2979 2673 2626 241 2385 2092 1719 1575 1401 970 830 725 600 497 446 373 103
is_linear=0
shrinkage=0.00455379


Tree=1232
num_leaves=31
num_cat=0
split_feature=39 42 376 160 1456 52 133 1 48 48 47 14 15 42 1374 457 160 1 12 131 3 0 3 49 4 0 4 0 0 3
split_gain=0.00155625 0.00100648 0.00113578 0.000858476 0.000739722 0.000775496 0.000994288 0.000966471 0.000795178 0.000926205 0.00108311 0.000828803 0.000737706 0.000729256 0.000734626 0.000841823 0.000770024 0.000698544 0.000669832 0.000696239 0.000872354 0.000522201 0.000685497 0.000801433 0.000521534 0.000441764 0.00041989 0.000372057 0.000404549 0.000277195
threshold=0.16946000000000003 -0.26584999999999998 0.088470000000000007 -0.40698999999999991 1.0000000180025095e-35 -0.52017999999999986 -0.25159999999999993 0.098700000000000024 0.12879500000000002 -0.089099999999999999 0.087885000000000019 -0.46885499999999997 1.0000000180025095e-35 -1.0000000180025095e-35 -0.094929999999999987 0.088350000000000026 0.086870000000000017 1.0000000180025095e-35 0.098810000000000023 0.087705000000000019 0.097915000000000016 -0.22491999999999998 0.013900000000000001 -0.026779999999999995 0.24564500000000003 -0.060129999999999996 0.04735000000000001 -0.083914999999999976 -0.10224499999999999 -0.078934999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -7 13 9 -9 11 -11 -13 17 -15 16 18 -8 19 20 21 -16 23 -23 -12 27 -14 28 -25 -30
right_child=-2 2 -4 4 -6 6 7 8 -10 10 24 12 26 14 15 -17 -18 -19 -20 -21 -22 22 -24 25 -26 -27 -28 -29 29 -31
leaf_value=-0.0015161057066960678 0.0015161658297738543 -0.0012073072035848941 0.00093602163939302473 -0.0012971980994104853 -0.0015158395821615769 -0.0013430006820274235 -0.0015159036192397613 -0.00092484240250979637 -0.00060226494606093871 -0.0004430048568584003 -0.00074416752989091099 0.0013105902333533364 -0.00048131547574665356 -0.0013270067070772812 0.0007111203026780174 0.00077918093111236178 -0.0010417849174433095 -0.00013990264741011111 -0.001149074455852559 -0.001139908147838807 0.0013003550263726723 0.0010788240263822811 -0.0012238700935408619 -0.00085356762899062657 0.00023637383511881843 0.00029435593873516197 0.00084894388659866352 -0.0011807709717004853 -0.00048252394073391118 0.00053687000568050256
leaf_weight=0.001477405534004105 0.001128603191617116 0.0022388174233349814 0.0017985670601197148 0.0014801818305812944 0.0010316078862995228 0.0016320283724731146 0.0021181409570680812 0.0013311487472265062 0.0027959279976954568 0.0011270200264732492 0.0019685458030380678 0.004535683667807878 0.0010048152953743283 0.001301536763889998 0.0017356813949618204 0.0020091158814281576 0.0024693358111473876 0.0014131612715866382 0.0013624798662243967 0.0012088078993706128 0.001189480197737681 0.001265033098752256 0.0012842418364584782 0.0015569620757602759 0.0033965541676508337 0.0025922997838563498 0.0011916930286872685 0.0012798493893111385 0.001024920826832248 0.0015243312351076515
leaf_count=18 23 239 58 207 239 164 435 26 36 30 56 331 36 42 21 34 108 123 90 68 20 60 32 50 37 40 17 228 221 32
internal_value=0 -0.000282823 -0.000247004 -0.000290366 -0.00024653 -0.000217939 -0.000181893 -0.000137501 0.000138094 0.000280309 0.000401618 0.000760025 0.000961421 -0.000326247 -0.000222756 -0.000152657 -0.000253891 -0.000965254 -0.000132475 -3.80044e-05 6.10077e-05 -5.92028e-05 -0.000186205 -4.2036e-05 -0.000123403 -0.000219757 0.000240403 -0.000467199 -0.000244788 0.000127025
internal_weight=0 0.0523454 0.050868 0.0490694 0.0468306 0.045799 0.0443188 0.0426868 0.0173514 0.0145555 0.0132243 0.00785921 0.00673219 0.0253354 0.0218041 0.0205025 0.0184934 0.0035313 0.0160241 0.0146616 0.0134528 0.0122633 0.0105276 0.0092434 0.0053651 0.00797836 0.00219651 0.00538606 0.00410621 0.00254925
internal_count=3121 3098 3080 3022 2783 2544 2337 2173 569 533 507 414 384 1604 1046 1004 970 558 862 772 704 684 663 631 93 571 53 531 303 253
is_linear=0
shrinkage=0.00151575


Tree=1233
num_leaves=19
num_cat=0
split_feature=1 52 159 42 0 4 12 48 160 51 4 52 15 151 16 1 0 12
split_gain=0.000138486 0.000323874 0.000264777 0.000278392 0.000217849 0.000433391 0.00034439 0.000185897 0.000324563 0.000188339 0.00017643 0.00025624 0.000434284 0.000117662 0.00014858 9.4173e-05 8.05031e-05 7.17899e-05
threshold=0.111945 0.11434500000000002 0.091530000000000014 -1.0000000180025095e-35 -0.062294999999999996 -0.49013999999999996 0.088615000000000013 0.093265000000000015 0.086870000000000017 0.078435000000000019 0.24564500000000003 0.077655000000000016 -0.016799999999999995 -1.0000000180025095e-35 -0.056919999999999991 1.0000000180025095e-35 -0.10836499999999999 0.091545000000000015
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 6 -6 7 8 9 13 11 12 -2 -5 -15 -1 -12 -7
right_child=10 -3 -4 4 5 17 -8 -9 -10 -11 16 -13 -14 14 -16 -17 -18 -19
leaf_value=-0.0024874736843440511 -0.0021483757810194198 -0.0021354383066101552 -0.0023487790844982349 -0.0011893582231000401 -0.0010240605186159569 0.0019354241413030143 -0.001826771504573389 0.0022951903812308402 -0.0022340724409768732 0.0025465896822660585 0.00084680998545443357 0.0020660642612233548 0.0014242172033763817 0.0018606366919671636 -0.00042619499905089119 -0.00043171531378063125 0.0026187702827192298 0.0037188312054468905
leaf_weight=0.0010636473862047366 0.0019551750404964707 0.0019209931809039951 0.0010671333760375332 0.0010155039997455945 0.0010455456136355679 0.0011138019341236935 0.0018251838126918662 0.0011630016060588666 0.0010632197456386105 0.0010317504811556688 0.0014456911985543108 0.0010291402328306276 0.0013386589907646842 0.0013596703651891371 0.0012958499057629221 0.0010188781506477174 0.0010220664744508556 0.0010007260217257397
leaf_count=515 126 399 212 170 117 61 353 86 93 63 98 45 50 172 152 167 178 64
internal_value=0 -0.000266752 -2.84515e-05 0.000148453 0.000433391 0.00152101 4.0783e-05 0.00053272 0.00017723 0.000722385 0.000549741 -3.87788e-05 -0.000696425 0.000209688 0.000744701 -0.00148169 0.0015807 0.00277944
internal_weight=0 0.0169849 0.0150639 0.0139968 0.0119143 0.00316007 0.00875418 0.006929 0.00576599 0.00470277 0.00679073 0.00432297 0.00329383 0.00367102 0.00265552 0.00208253 0.00246776 0.00211453
internal_count=3121 2624 2225 2013 1331 242 1089 736 650 557 497 221 176 494 324 682 276 125
is_linear=0
shrinkage=0.00483252


Tree=1234
num_leaves=31
num_cat=0
split_feature=31 457 457 447 14 1456 133 151 4 11 43 484 15 48 0 49 14 15 40 13 1 131 0 42 160 3 484 43 47 0
split_gain=0.0011396 0.000695314 0.000704811 0.000636049 0.00079853 0.000808486 0.000596265 0.000556369 0.000595245 0.000787102 0.000675931 0.000613244 0.000663921 0.000817269 0.000610963 0.00084871 0.000592553 0.000517229 0.00049522 0.00150475 0.000491067 0.000445189 0.000468329 0.000991975 0.000359233 0.000307436 0.000281326 0.00025161 0.000214084 0.000155286
threshold=-1.0000000180025095e-35 -0.15747999999999998 -0.072694999999999996 0.089095000000000021 0.076175000000000007 -1.0000000180025095e-35 -0.25159999999999993 -0.27559499999999998 0.24564500000000003 0.080455000000000013 -0.50775499999999985 0.084750000000000006 -0.095869999999999983 0.091545000000000015 -0.10607499999999999 -1.0000000180025095e-35 -0.46885499999999997 -0.21699999999999997 0.064905000000000018 -0.0034749999999999994 0.077845000000000011 0.09901500000000002 -0.083914999999999976 0.075730000000000006 0.092865000000000017 -0.10519499999999998 0.088860000000000008 -1.0000000180025095e-35 0.087235000000000021 -0.12333499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -7 -8 9 10 -9 12 28 14 20 -16 -10 -18 19 21 -14 22 -17 -24 -15 -19 -13 -21 -12 -27
right_child=1 2 3 -5 -6 6 7 8 16 -11 11 26 13 24 15 18 17 25 -20 27 -22 -23 23 -25 -26 29 -28 -29 -30 -31
leaf_value=0.0015161531558680621 0.00099979829849390698 -0.001141069172303593 -0.0011630146684715867 0.0010807813288382414 -0.0012835413012979241 -0.00103926406729306 -0.0010877518770711918 0.00087739985729684414 -0.00038233577541975058 -0.0012624415866696206 -0.00041395439226106815 0.001179096467270734 -0.00039409198028795693 0.00089915645661763229 -0.0014878255338690569 0.0005056681750925427 0.0013821792502430902 0.0009890621310096959 0.00069868863880165701 -0.0015159415258015493 0.00088858818345684157 0.001042843498132933 0.00029142433693604355 -0.0014898695858662184 1.5694127141934963e-05 0.00043207408109799541 0.00016268018559997978 -0.00067758079628660046 -0.0012769265847917036 -0.00040010091489689356
leaf_weight=0.0010617337139908747 0.0013428146894867146 0.0014649021046582158 0.0014730381206824452 0.0010727574992994695 0.0012719003673664622 0.0012657399747240108 0.0010116672706423904 0.0019131022002376588 0.0014515977961409021 0.0011667205059211474 0.0013003304896885759 0.0012056771045614303 0.0010964441428669017 0.0025629265728821507 0.0013684709676793369 0.0019757148240131433 0.0017476950196215757 0.0011384827205223047 0.0011976841755085852 0.0018849952164905481 0.0018306943756378757 0.0010009927266856344 0.0017318707267173286 0.0012272456367985463 0.0018001719023317264 0.0010102776840312799 0.0013004523140836 0.0014591316912602416 0.0013421684166221581 0.0010512574225458584
leaf_count=86 37 178 249 79 96 172 64 31 37 94 81 59 23 111 96 310 154 19 10 221 44 84 96 382 28 41 66 71 71 31
internal_value=0 -7.36127e-05 -0.000108493 -7.05437e-05 -0.000102387 -6.2341e-05 -1.73558e-05 1.98387e-05 5.30253e-05 -4.42984e-05 9.95115e-06 -5.8384e-05 -0.000140091 -4.17475e-05 -0.000211979 -0.000365205 0.000469201 0.000719032 -0.00021858 -0.000336964 0.000408123 0.000121164 -6.57916e-05 -0.000447338 0.000534649 0.000356853 0.000651669 -0.00115014 -0.000852272 7.71549e-06
internal_weight=0 0.0426669 0.0413241 0.0398592 0.0387865 0.0375145 0.0360415 0.0347758 0.0337641 0.0273648 0.0261981 0.024285 0.0217788 0.0191363 0.0147732 0.0118461 0.00639931 0.00494771 0.0104776 0.00927995 0.00292714 0.00593582 0.00493483 0.00295912 0.0043631 0.00320002 0.00250613 0.00334413 0.0026425 0.00206154
internal_count=3121 3035 2998 2820 2741 2645 2396 2224 2160 1878 1784 1753 1628 1476 1337 1270 282 245 1174 1164 67 872 788 478 139 91 125 292 152 72
is_linear=0
shrinkage=0.00151575


Tree=1235
num_leaves=31
num_cat=0
split_feature=39 42 151 1348 14 1456 133 52 1 11 3 13 1 49 0 150 4 16 133 150 3 43 0 3 52 0 16 1 4 52
split_gain=0.00117249 0.000959103 0.000758409 0.00107992 0.00106181 0.000988057 0.000741787 0.000901803 0.000694113 0.000707814 0.000723023 0.000590508 0.000640833 0.0010678 0.000556655 0.000983466 0.000825365 0.000554053 0.000504985 0.000493686 0.000533279 0.00050284 0.000423269 0.000957771 0.000418327 0.000396902 0.000357717 0.000337453 0.000284971 0.000371475
threshold=0.16946000000000003 -0.26584999999999998 -0.40381499999999992 0.090205000000000021 0.076175000000000007 -1.0000000180025095e-35 -0.25159999999999993 -0.51296999999999993 0.111945 0.088710000000000011 -0.12018999999999998 -0.0025349999999999995 0.11751000000000002 0.13725000000000001 -0.23091999999999999 0.08882000000000001 -1.0000000180025095e-35 -0.51370499999999997 0.039215000000000007 0.081835000000000019 -0.08824499999999999 -0.17390999999999998 -0.082974999999999979 -0.012939999999999998 0.10160000000000001 -0.084269999999999984 -0.101115 0.094385000000000011 0.25615500000000008 -0.046924999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7 -8 9 10 18 28 -13 -14 -12 16 19 -18 -9 20 -16 -22 25 -24 -25 26 -23 -19 29 -10
right_child=-2 2 3 -5 -6 6 7 8 11 -11 14 12 13 -15 15 -17 17 27 -20 -21 21 22 23 24 -26 -27 -28 -29 -30 -31
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leaf_weight=0.0010321874703009817 0.0010942940586815544 0.0011031127891314432 0.0016288767913392723 0.0010797733944372103 0.0015574005445557751 0.0013909069043749325 0.0011256821901132188 0.0039505680774851648 0.0013957276073917058 0.0010270749883716226 0.0020696217995350595 0.0017713843905333704 0.0019319543259717076 0.0010327590927659003 0.0015330973652252127 0.0020455334938906935 0.0012953949266361064 0.0022856558386317441 0.001273123970364054 0.0012166494981329387 0.0010190588668592673 0.0010426600696296084 0.0012248908065481861 0.001618919617676815 0.0010178327193273162 0.0013193889101330474 0.0013513060792362808 0.0021282648283715844 0.0013156849167228479 0.0012433511827794064
leaf_count=18 23 65 269 33 97 175 196 84 53 22 37 33 61 19 292 119 27 257 32 58 22 32 387 53 12 58 332 46 169 40
internal_value=0 -7.03396e-05 -3.71201e-05 -5.83097e-06 -4.37228e-05 2.85557e-06 5.06644e-05 9.04654e-05 0.000131297 1.53035e-05 6.24041e-05 0.000497249 0.000143285 -0.000279242 -5.97797e-05 -0.000139107 -2.23165e-05 -0.000483141 0.000557537 0.000209616 0.000102164 0.000246192 0.000114351 -0.000230111 0.000274302 0.000472568 0.000111896 -0.000733925 0.000921145 0.00063949
internal_weight=0 0.0450278 0.0439957 0.0428925 0.0418128 0.0402554 0.0386265 0.0372356 0.0361099 0.027419 0.026392 0.00869086 0.0047361 0.00296471 0.0211683 0.0190987 0.0170531 0.00570932 0.00522369 0.0113438 0.0101272 0.00859406 0.007575 0.00386164 0.00263675 0.00371336 0.00239397 0.00441392 0.00395476 0.00263908
internal_count=3121 3098 3080 3015 2982 2885 2616 2441 2245 1870 1848 375 113 80 1732 1695 1576 330 116 1246 1188 896 874 452 65 422 364 303 262 93
is_linear=0
shrinkage=0.00148603


Tree=1236
num_leaves=31
num_cat=0
split_feature=31 39 42 376 1348 14 1456 43 1456 3 11 1213 4 1374 15 1365 0 0 14 1374 2 1 47 50 43 13 0 15 0 4
split_gain=0.00121246 0.00110765 0.00103299 0.00100259 0.00100078 0.00117419 0.00100114 0.000771003 0.000723717 0.000717057 0.00124872 0.000968785 0.00089145 0.00089155 0.000677528 0.000601528 0.000711702 0.00113515 0.00108972 0.00112328 0.000744944 0.000657945 0.000753395 0.000521224 0.000779986 0.00118578 0.000642588 0.000494125 0.000355564 0.000336818
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 0.088470000000000007 0.090205000000000021 0.076175000000000007 -1.0000000180025095e-35 0.39192500000000002 1.0000000180025095e-35 -0.12018999999999998 0.089270000000000002 -1.0000000180025095e-35 -0.49405499999999997 0.093235000000000012 -1.0000000180025095e-35 1.0000000180025095e-35 -0.10607499999999999 -0.08824499999999999 -0.10708499999999999 -0.094929999999999987 0.08919500000000001 1.0000000180025095e-35 0.10670500000000001 0.10030500000000002 -0.074359999999999996 -0.15078499999999997 -0.061629999999999997 0.083935000000000023 -0.082084999999999977 -0.27825499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4 8 9 10 14 -11 -13 15 -8 16 18 20 -14 -20 -18 -21 -23 24 26 -26 27 -19 -29 -16
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leaf_count=86 18 21 269 49 36 98 65 105 261 405 73 52 25 36 41 38 141 185 17 44 87 162 25 111 41 410 66 24 86 44
internal_value=0 -5.04484e-05 -7.96123e-05 -4.9133e-05 -8.92547e-05 -0.000125597 -8.09813e-05 -3.75798e-05 -8.0971e-06 2.16896e-05 0.000381814 -7.5341e-05 -3.01116e-05 1.39075e-05 0.000666533 6.12367e-05 0.000106617 -0.000117156 0.000335873 0.000483421 -0.000890681 0.000648678 0.00079594 9.18774e-05 -4.54654e-05 -0.000512808 0.00031691 -6.89319e-05 0.000351172 0.000328707
internal_weight=0 0.0513209 0.0503098 0.0491751 0.0472718 0.0458141 0.0440686 0.0422808 0.0412774 0.0402389 0.00854067 0.0316983 0.030652 0.0296447 0.00665808 0.0285599 0.0272034 0.0137663 0.0134371 0.0118191 0.0029287 0.0103085 0.00878607 0.0108376 0.00903121 0.00394434 0.00508687 0.00317728 0.00201255 0.00423556
internal_count=3121 3035 3014 2996 2947 2911 2813 2544 2439 2178 223 1955 1550 1498 150 1462 1424 1151 273 248 228 231 187 923 812 451 361 295 110 85
is_linear=0
shrinkage=0.00140032


Tree=1237
num_leaves=19
num_cat=0
split_feature=128 43 52 15 11 4 43 47 42 13 2 16 16 15 4 16 15 0
split_gain=0.000143642 0.000165907 0.0002179 0.000206372 0.00027766 0.000270633 0.000323342 0.000370943 0.000388057 0.00028814 0.000248393 0.000302205 0.000227338 0.00021936 0.000179781 0.000157734 8.92518e-05 3.04256e-05
threshold=0.086435000000000012 0.24789500000000006 0.41423000000000004 -0.24436499999999997 0.081790000000000015 0.098655000000000007 -0.17390999999999998 0.10254000000000001 0.088295000000000012 -0.086134999999999975 0.099185000000000009 0.064860000000000015 0.15891500000000003 -0.0063699999999999989 0.0061450000000000003 -0.014034999999999997 -0.037864999999999989 -0.040504999999999992
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 17 8 10 -7 11 13 -12 14 -8 -15 -11 -5
right_child=-2 -3 -4 4 -6 9 7 -9 -10 16 12 -13 -14 15 -16 -17 -18 -19
leaf_value=0.0016657034464607867 -0.0015218395393696512 -0.00161524472856295 -0.001828764454110624 0.0015469930795353401 -0.001980969093659986 0.00055689732275015277 -0.0013545599321858673 0.0025681744506409494 -0.0023837419304205821 -0.002607689514155491 0.0022696404094929663 -0.0021414117031671562 -3.2826932513436648e-05 0.0001366529129043225 0.00077200822067077129 0.0023132129461220976 -0.00091269335332604009 0.0025939562020530767
leaf_weight=0.0016659112927036547 0.001132017398987272 0.0010593089655186452 0.0010051434972900833 0.0010128808631062469 0.0011211863458830953 0.0017294370644229673 0.00190651928796248 0.0011352179790360415 0.0011356782229435822 0.0011492745537591276 0.0017811063574453279 0.0012141969783623641 0.0014185411314227014 0.0012798179998324529 0.0011882964732474743 0.0011768820648161548 0.0011389248409667809 0.0010317659095448991
leaf_count=233 207 145 165 99 127 87 333 124 530 95 140 127 73 408 62 89 51 26
internal_value=0 4.36651e-05 0.000123214 0.000216264 9.19246e-05 0.000218935 0.000495733 0.000231789 -7.13493e-06 -0.000764958 0.000263709 -0.000202188 0.00124886 0.000221948 -0.000538035 0.00117933 -0.00176402 0.00207531
internal_weight=0 0.0231501 0.0220908 0.0210856 0.0194197 0.0182985 0.0142809 0.0122363 0.011101 0.00401764 0.00996536 0.00676571 0.00319965 0.00555152 0.00309482 0.0024567 0.0022882 0.00204465
internal_count=3121 2914 2769 2604 2371 2244 2011 1886 1762 233 1232 1019 213 892 395 497 146 125
is_linear=0
shrinkage=0.00429114


Tree=1238
num_leaves=20
num_cat=0
split_feature=44 50 15 133 52 16 47 42 4 1 0 16 47 3 51 48 13 15 16
split_gain=0.000152197 0.000266706 0.00030549 0.000176718 0.000155345 0.00022749 0.000238273 0.000388731 0.000255703 0.000257501 0.00035308 0.000251943 0.000191443 0.00016176 0.000154428 0.000169204 0.000223042 6.47733e-05 4.75311e-05
threshold=1.0000000180025095e-35 0.10647500000000001 -0.15914499999999995 0.10622000000000002 -0.24456499999999998 0.23311500000000004 0.092710000000000015 -0.085874999999999993 -0.35136499999999998 0.094385000000000011 -0.060129999999999996 -0.070454999999999976 0.094160000000000008 -0.0087149999999999988 0.086310000000000012 0.083985000000000018 -0.095304999999999987 -0.44764999999999994 -0.25582999999999995
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 17 4 12 6 7 -6 -9 10 14 18 -4 -8 15 16 -10 -1 -11
right_child=-2 -3 3 -5 5 -7 13 8 9 11 -12 -13 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.00098367095594004508 -0.0017433246329482011 -0.0022018939763890169 -0.0021301448549890072 -0.0015554679985005247 -0.0023529037638788568 0.0017221554383826229 -6.0041564988248789e-05 -0.0015497550745041651 0.0010662650082264168 0.00016357614602558352 0.0027219224460858144 0.0034624396001364647 0.00045678428302828474 -0.0026129262742030728 -0.0017899527829282975 0.0015130023051985249 -0.0014394839409877951 0.0025780347547013222 0.0015451297306239514
leaf_weight=0.0010309617711345975 0.0010269826847775212 0.0010421687942629423 0.0013325830393858774 0.0014413323851226725 0.0010383600910399146 0.0019468914878066892 0.0010036399513510541 0.001069461794973134 0.001241870715658064 0.0010249524378764807 0.0010223913329721187 0.0012306432403104139 0.0010691860657594532 0.001056519687100633 0.0010221864094652755 0.001356130216673801 0.0018107090589491448 0.0010839916130656558 0.0010407822937636979
leaf_count=134 60 305 248 351 268 101 90 50 89 77 46 114 52 36 99 81 686 157 77
internal_value=0 4.86666e-05 0.000156145 -2.03575e-05 0.000100773 0.000264171 6.02189e-05 0.000308579 0.000564014 0.000795877 0.000266951 0.00183135 -0.000978532 -0.00136925 -0.000195209 0.000174542 -0.000420079 0.00180084 0.000859646
internal_weight=0 0.0228648 0.0218226 0.0197076 0.0182663 0.0158645 0.0139176 0.0118575 0.0108191 0.00974967 0.00645329 0.00329638 0.00240177 0.00206016 0.0054309 0.00440871 0.00305258 0.00211495 0.00206573
internal_count=3121 3061 2756 2465 2114 1814 1713 1587 1319 1269 1001 268 300 126 955 856 775 291 154
is_linear=0
shrinkage=0.00455379


Tree=1239
num_leaves=18
num_cat=0
split_feature=147 484 1 16 42 0 0 42 15 43 47 48 156 2 43 52 3
split_gain=0.000146522 0.000201929 0.000196 0.000271268 0.000210111 0.000189301 0.000218367 0.000346464 0.000253922 0.000194667 0.000324387 0.000331448 0.000270128 0.000189295 0.000183983 0.000399426 0.000260997
threshold=0.089025000000000007 -0.0068949999999999992 0.13146500000000003 0.51524500000000006 0.092620000000000022 -0.077999999999999986 -0.10096999999999999 0.08623500000000002 0.035560000000000008 -0.066504999999999995 0.092710000000000015 0.086260000000000017 0.082410000000000011 0.11093500000000002 -0.16318499999999997 0.10160000000000001 -0.10831999999999999
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 5 6 8 -8 9 -3 11 12 -11 -6 -7 16 -16
right_child=-2 2 3 -5 13 14 7 -9 -10 10 -12 -13 -14 -15 15 -17 -18
leaf_value=-0.0018732032487319211 0.0014108995703372373 0.0021135851077393629 0.0026817253040784532 -0.00046259870729544291 -0.0027252332565985068 0.0021728766438528536 -0.003150222287708053 0.00040040319435170397 -0.0019349626792619248 0.0027669398641589201 -0.0021894402557489129 -0.00096255115407565173 -0.00022714966907733613 -6.4718279895639177e-05 0.0024853826429936119 -0.0022333436628844731 -0.0002099852876361134
leaf_weight=0.0013314705374067861 0.0014371310036753729 0.0011440601949255225 0.0012957854888994693 0.0010898278339315226 0.001230263204637482 0.0013927598095371252 0.0013390581802556903 0.0010640808766028131 0.0012202287837634884 0.0016613964224774201 0.0011504868704754756 0.0018228728617390999 0.0010680339918067716 0.0010865407693456675 0.0014695117932532753 0.0010639527253137882 0.0016401666134280317
leaf_count=492 124 94 174 27 328 41 668 306 65 77 48 59 34 111 113 86 274
internal_value=0 -0.000119745 -7.17114e-06 0.00124529 -0.000169969 1.89294e-05 -0.000349033 -0.00157805 1.70844e-05 0.000364973 1.41772e-05 0.000571089 0.00159534 -0.0014775 0.000711055 0.000223239 0.00106374
internal_weight=0 0.0220705 0.020739 0.00238561 0.0183534 0.0160366 0.0104702 0.00240314 0.00806708 0.00684685 0.00570279 0.0045523 0.00272943 0.0023168 0.00556639 0.00417363 0.00310968
internal_count=3121 2997 2505 201 2304 1865 1351 974 377 312 218 170 111 439 514 473 387
is_linear=0
shrinkage=0.00464487


Tree=1240
num_leaves=31
num_cat=0
split_feature=31 453 1348 14 1456 1213 1374 457 484 403 133 1 157 42 43 484 2 151 16 4 16 13 49 4 12 2 3 3 3 42
split_gain=0.00115744 0.000834067 0.00130231 0.00114266 0.000751971 0.000622521 0.000650219 0.000618742 0.000646506 0.000934614 0.000650262 0.000611967 0.000815181 0.000805517 0.000698922 0.000563479 0.000504518 0.000538298 0.00072607 0.000440438 0.000745602 0.000704317 0.000447324 0.000786387 0.000385925 0.00075464 0.000634532 0.00039615 0.000377062 0.000318687
threshold=-1.0000000180025095e-35 0.10218000000000001 0.090205000000000021 0.076175000000000007 -1.0000000180025095e-35 -0.080769999999999995 -0.094929999999999987 0.088350000000000026 0.085515000000000022 -0.082384999999999986 -0.25159999999999993 0.10937500000000001 -1.0000000180025095e-35 -0.095859999999999987 -0.075574999999999989 0.091880000000000003 -1.0000000180025095e-35 -0.0077149999999999988 -0.50992999999999988 0.26790000000000008 -0.27167499999999994 -0.085744999999999988 0.13984500000000002 0.071150000000000005 0.088365000000000013 0.098260000000000014 -0.081054999999999974 0.083060000000000009 -0.016324999999999996 0.090395000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -7 8 9 -8 -11 12 -12 -14 29 -10 -16 -18 -19 20 -13 -22 23 -23 26 -26 -20 -28 -9 -15
right_child=1 -3 -4 -5 5 6 7 28 15 10 11 19 13 14 16 -17 17 18 24 -21 21 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0015464546881894308 -0.0010947567259102045 -0.0013858087998758286 0.0015232649438304731 -0.0013671948313560207 -0.0010203115886689186 -0.00090798988240719549 -0.0013589612674549773 0.00015604690266358037 0.0012009971583332919 -0.0011950885435779005 -0.0013403475327421702 -0.00099598353317199005 -0.0012973443645730282 0.00077474601439910125 -0.0010607792541029719 3.2889740440582054e-05 -0.00086196891343331115 0.0012141523835316947 -0.00075615370111039291 0.0009106404405018313 0.0014215483373679831 -0.0010971180485271771 0.0010229556200209843 0.00035353393082270077 -0.0015461917819841575 4.4834664688075412e-05 0.0013745011489808326 0.0001820241589643373 0.0013964175506984938 -1.747280875252e-05
leaf_weight=0.0010858106173485807 0.0015328051819836199 0.0011209084823775575 0.0012455254615773006 0.0015886396564832586 0.0013596636561474798 0.0016446001659105028 0.0012339235924616601 0.0010488102487173911 0.0019969374898423089 0.0010276097393724362 0.0012002064455622899 0.0011110681643913267 0.0011138760154023588 0.0036743726624601748 0.0013122379161813998 0.0019520294803259119 0.001602948599796151 0.0012280710753671438 0.0010686540806497113 0.0026075944973111831 0.0012417438764771305 0.0013046213581731081 0.0010572281317990928 0.0028326888614174095 0.0010466460964115853 0.0022326577453122276 0.001086665891136835 0.0017198071272730431 0.0013270634475759371 0.0018124582463467931
leaf_count=86 270 18 35 99 290 50 396 48 74 160 244 12 102 228 35 112 34 12 70 159 55 75 16 12 147 95 21 38 36 92
internal_value=0 -6.83864e-05 -3.57239e-05 -7.98893e-05 -3.16305e-05 8.26667e-06 4.36861e-05 8.50479e-05 3.38768e-05 -4.00161e-05 1.37295e-05 5.61925e-05 -0.000106865 -2.41517e-05 6.03415e-05 0.000623585 -0.000159522 -4.10836e-05 0.000115891 0.000362858 0.0001736 0.0003755 0.000125444 -0.000103901 -7.2628e-05 -0.000462969 0.000257696 0.000643751 0.000848866 0.000513053
internal_weight=0 0.0463321 0.0452112 0.0439656 0.042377 0.0408442 0.0394845 0.0378399 0.035464 0.0315151 0.0302812 0.0292535 0.0190986 0.0178984 0.0167845 0.00394897 0.0112977 0.00998545 0.0083825 0.0101549 0.00754735 0.00643628 0.00519454 0.00413731 0.00715443 0.0032793 0.00387513 0.00280647 0.00237587 0.00548683
internal_count=3121 3035 3017 2982 2883 2613 2323 2273 2189 2003 1607 1447 1118 874 772 186 452 417 383 329 170 158 103 87 371 242 129 59 84 320
is_linear=0
shrinkage=0.00154607


Tree=1241
num_leaves=31
num_cat=0
split_feature=1456 151 1213 52 133 1 42 159 43 40 159 0 1 13 49 52 43 52 12 3 1374 0 160 133 156 49 12 13 4 2
split_gain=0.00110367 0.000872128 0.00086115 0.000807339 0.00114138 0.000760742 0.000726751 0.000755498 0.0006976 0.000667243 0.000658794 0.000653189 0.000565645 0.000578258 0.000686131 0.000545228 0.000952147 0.000687912 0.000960193 0.0009306 0.000852026 0.000829668 0.000676828 0.000637491 0.000599952 0.000480707 0.000384373 0.000532702 0.000702018 0.00032294
threshold=-1.0000000180025095e-35 -0.40381499999999992 -0.082704999999999987 -0.52017999999999986 -0.25159999999999993 0.111945 -0.095859999999999987 0.091530000000000014 -0.27207999999999993 -0.0087249999999999984 0.088450000000000015 -0.036484999999999997 0.11955000000000002 -0.059629999999999996 0.036705000000000008 0.11434500000000002 -0.078844999999999985 0.10744000000000002 0.10742000000000002 0.10299500000000002 -0.094929999999999987 -0.23091999999999999 0.092865000000000017 0.099660000000000012 0.083840000000000012 -0.0020949999999999996 0.092355000000000007 -0.084034999999999985 -1.0000000180025095e-35 0.097845000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 -6 10 -7 -10 15 12 25 -14 -15 17 -17 18 19 20 -8 -22 23 24 26 -11 27 -23 -29 -9
right_child=1 2 3 4 5 8 7 29 9 11 -12 -13 13 14 -16 16 -18 -19 -20 -21 21 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0010870237429264882 -0.0012845263881360611 -0.0012555696845377073 -0.0011633273242584012 -0.0013024386680078877 -0.00097721296458780143 -0.00057054073450046416 -0.0012185149007719609 -0.0014012698115247939 0.0015158314107211184 8.8168759735290318e-05 0.0012725087150409068 0.0015159448428664201 0.00064924491827106313 -0.0010154490776116663 0.0004530855932788645 0.00023320077000871562 -0.0015159659228460706 0.0013936433536248301 -0.0012732187572396243 0.00090167106161746682 0.0014665874546957865 0.00094885795221313787 -0.0010983497128215414 -0.0007235316576356738 -0.0007050152022171686 0.0013042029046964577 -0.00029816603190805963 0.00058418446377855643 -0.00043352498933091875 -0.00023481858645819643
leaf_weight=0.0021747210327776037 0.0011552969713992658 0.0011357840132599764 0.0011689294222411153 0.001272767673023977 0.0015613577953277327 0.0012967720967367322 0.001133414359685502 0.0010131796310539612 0.0015804603625573241 0.0012713690570365088 0.0011520685848438452 0.0011512707144354347 0.0018184468099455868 0.0018355424241072145 0.0012146767305694084 0.0016681862682532689 0.0012512870173804194 0.0010225991161192374 0.0010784275120707667 0.0035551518915895022 0.0010165087742279718 0.0035102312634589508 0.0010904944693943533 0.0017459856700701168 0.0013578614679552467 0.0018103787423200436 0.0017539692679600103 0.0043708457618176662 0.0024191248144638496 0.0011808764503404845
leaf_count=288 65 269 201 163 150 9 32 90 144 32 28 63 83 34 19 102 124 28 68 55 10 174 49 221 103 36 73 288 72 48
internal_value=0 1.66788e-05 4.83682e-05 8.03535e-05 0.000112564 0.000153626 3.1263e-05 8.31951e-05 0.00047929 0.000606736 0.000150021 0.000448876 0.000294358 -2.73032e-05 -0.00043064 0.00010208 -0.000516493 0.000177155 0.000123144 0.000191738 5.45562e-05 0.000138131 5.50224e-05 0.000137998 0.000250152 0.00080253 0.000357749 0.000469441 0.000221596 -0.000773467
internal_weight=0 0.0485933 0.047438 0.0463022 0.0451333 0.0438605 0.0318816 0.0303202 0.0119789 0.0106821 0.0281262 0.00910168 0.00795041 0.00486867 0.00305022 0.0269741 0.00291947 0.0240546 0.023032 0.0219536 0.0183984 0.017265 0.0162485 0.015158 0.013412 0.00308175 0.0120542 0.0103002 0.00678997 0.00219406
internal_count=3121 2833 2768 2499 2298 2135 1715 1565 420 411 1427 267 204 136 53 1399 226 1173 1145 1077 1022 990 980 931 710 68 607 534 360 138
is_linear=0
shrinkage=0.00151575


Tree=1242
num_leaves=31
num_cat=0
split_feature=31 39 42 376 1456 151 49 133 0 0 2 43 42 132 157 52 13 3 42 16 3 14 1374 1375 14 1 3 2 13 4
split_gain=0.00129556 0.00113852 0.00117431 0.00104171 0.000735989 0.000731924 0.000806874 0.000882619 0.000726976 0.00080964 0.00116011 0.000725483 0.000789139 0.000868302 0.000736397 0.000685673 0.000963399 0.000720635 0.000665142 0.00104612 0.000605232 0.000585153 0.0008896 0.000893781 0.000845236 0.000964468 0.000764135 0.000492634 0.000490756 0.000606463
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 0.088470000000000007 -1.0000000180025095e-35 -0.40381499999999992 0.10247500000000002 -0.25159999999999993 -0.10607499999999999 -0.08824499999999999 0.09142500000000002 -0.074359999999999996 -1.0000000180025095e-35 0.087360000000000007 -1.0000000180025095e-35 0.10898500000000001 -0.095304999999999987 -0.10115999999999999 0.088915000000000008 0.41553500000000004 -0.22605499999999998 0.076175000000000007 -0.094929999999999987 1.0000000180025095e-35 -0.10708499999999999 0.077565000000000009 0.11296500000000002 0.097845000000000015 -0.10664 0.25615500000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 21 10 -10 12 13 -11 -14 16 27 20 -16 -20 -18 22 -9 24 -24 26 -26 -13 -27 -30
right_child=1 -3 3 -5 5 6 -8 8 9 11 -12 15 14 -15 18 -17 17 -19 19 -21 -22 -23 23 -25 25 28 -28 -29 29 -31
leaf_value=0.0014572430314590775 -0.0014571918891564482 0.0014573023127722833 -0.00094150815152530443 0.0010194489993943995 -0.0012075700279550645 -0.0012502192586388875 0.00062949204384470906 -0.00071981821495158247 -0.0013689232341323682 -0.0014296324969344102 0.00045209904602973875 -0.00016658060848681225 -0.00067124954783023144 0.00033982773926120749 0.0010565709493573214 -0.0014304054268148379 -0.00082622610384492604 -0.0012168568286370876 -0.00061018812854912209 0.0012257106556942117 0.00072934019372198971 -0.00067692904024831309 -0.0005753549558647459 -0.00088467702725166376 -0.0010625748180240794 0.001451610602662334 0.00062234753349919847 0.0010648491957819923 0.00091166506868174614 -4.9908481608275704e-05
leaf_weight=0.0012250319318667371 0.0012988069830335283 0.0010301791240934213 0.0020870046333458783 0.0018476951450145931 0.00114268862055411 0.0013363012205789273 0.0036487546424099895 0.0017407056564024961 0.0026055130232380741 0.0011908761843006932 0.001038506974172293 0.0014069088984083314 0.001117266392780536 0.0011639593033763163 0.003313531827348724 0.0011965844384405067 0.001055939952985252 0.0023353355905473515 0.0017244352801570884 0.0010660205593637784 0.0010676609561883687 0.0015479305955921055 0.0014017698373756113 0.0010851206092752372 0.0011467895999714922 0.0021078746111200548 0.001138444451498799 0.0013523289755514867 0.0051193107887534933 0.0019121874969814101
leaf_count=86 18 21 287 49 63 159 205 19 243 133 66 30 149 63 86 123 90 653 119 14 28 60 28 27 56 68 5 39 77 57
internal_value=0 -5.88068e-05 -8.99219e-05 -5.36047e-05 -9.57447e-05 -5.64875e-05 -2.64709e-05 -8.60519e-05 -4.59932e-05 -0.000223725 -0.000849951 -9.68834e-05 0.000177364 -0.000555015 0.000416191 -0.00040898 -0.000239654 -0.000658347 0.000615235 9.11689e-05 -4.41501e-05 0.000177563 0.000262068 0.000384929 0.000492338 0.000623342 -0.00022319 0.000436955 0.000835011 0.000650169
internal_weight=0 0.0512264 0.0501963 0.0488974 0.0470498 0.0449627 0.0438201 0.0401713 0.038835 0.0216349 0.00364402 0.0179908 0.00957609 0.00235484 0.00722125 0.00841476 0.00721817 0.00445894 0.00610399 0.00279046 0.0021236 0.0172001 0.0156522 0.0139115 0.0128264 0.0114246 0.00228523 0.00275924 0.00913937 0.0070315
internal_count=3121 3035 3014 2996 2947 2660 2597 2392 2233 1836 309 1527 564 196 368 963 840 771 219 133 118 397 337 318 291 263 61 69 202 134
is_linear=0
shrinkage=0.00145689


Tree=1243
num_leaves=19
num_cat=0
split_feature=14 44 124 474 156 42 47 43 151 49 52 12 16 2 52 16 160 13
split_gain=0.000179584 0.000153347 0.000246304 0.000162306 0.000192742 0.000165407 0.000324607 0.000232641 0.000245703 0.000423456 0.000221396 0.000386447 0.000379154 0.000207315 0.000155319 0.00027951 0.000144856 5.81343e-05
threshold=0.076175000000000007 1.0000000180025095e-35 -0.043384999999999993 0.082665000000000002 1.0000000180025095e-35 -1.0000000180025095e-35 0.11518500000000002 -0.15582499999999996 -0.090369999999999992 0.006170000000000001 0.11434500000000002 0.086700000000000013 -0.056919999999999991 0.092755000000000018 -0.080114999999999978 -0.088159999999999988 0.08325500000000001 -0.10278499999999999
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 -4 -7 -9 10 11 12 13 16 -13 17 -10 -16
right_child=-2 -3 3 -5 -6 7 -8 8 9 -11 -12 14 -14 -15 15 -17 -18 -19
leaf_value=0.0018921124541447332 -0.0020483468887223214 -0.0017868639238283602 -0.0025622700337270847 0.0014853056061912714 -0.0022370402825959935 0.0018659737508637585 0.00094990313937378973 -0.0022910961378871247 0.0019849864700116604 0.0030445840375473991 -0.0020194241592293685 0.0025960068873222236 -0.0028337288113695989 -0.0015462867481284711 0.00080388354347348705 -0.0014898591409175722 -0.0004791843379629731 0.0024515179018203253
leaf_weight=0.001807345120334313 0.0010238836429428124 0.0010415193139579051 0.0015904018157281699 0.0016279208995716435 0.0010052315874946724 0.0017620770939412696 0.0010692192905921161 0.0010823333738567706 0.0013625684861977572 0.0011219604751386844 0.0013307126508865794 0.0013343948482809048 0.0015480523973203687 0.001246394896689651 0.0010346134322833933 0.0010470495190011454 0.0010087105746610092 0.0010466772961734688
leaf_count=242 101 60 688 345 192 84 24 92 126 187 233 78 176 92 39 244 30 88
internal_value=0 6.13185e-05 0.000148713 -7.13226e-06 -0.000137822 -1.78229e-05 -0.00115031 0.000183978 -4.11764e-05 0.000160391 -0.000134882 0.000125573 -0.000792284 8.12781e-05 0.00118802 0.000587436 0.000936761 0.00163248
internal_weight=0 0.0230672 0.0220257 0.0202183 0.0185904 0.0175852 0.00265962 0.0149255 0.0131635 0.0120811 0.0109592 0.00962846 0.00516573 0.00361767 0.00446274 0.00312834 0.00237128 0.00208129
internal_count=3121 3020 2960 2718 2373 2181 712 1469 1385 1293 1106 873 424 248 449 371 156 127
is_linear=0
shrinkage=0.00492917


Tree=1244
num_leaves=17
num_cat=0
split_feature=14 52 376 157 160 133 50 4 0 150 16 42 15 4 3 47
split_gain=0.000148157 0.00014781 0.000305158 0.000273056 0.000269052 0.00027227 0.00026754 0.000271219 0.000315848 0.000313266 0.000318639 0.000216366 0.000367042 0.00018753 0.000179361 0.000150519
threshold=0.076175000000000007 -0.24456499999999998 0.088470000000000007 -0.077234999999999984 -1.0000000180025095e-35 -1.0000000180025095e-35 0.087995000000000004 -0.27825499999999997 -0.062294999999999996 -1.0000000180025095e-35 -0.5048999999999999 0.081660000000000024 -0.012384999999999998 0.053925000000000008 0.090900000000000009 0.11635500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 3 -3 13 -6 7 -7 9 -9 -11 12 14 -5 -12 -1
right_child=-2 2 -4 4 5 6 -8 8 -10 10 11 -13 -14 -15 -16 -17
leaf_value=-0.0021043010392033596 -0.001733145012218801 0.0016593533175592607 0.0024862411480458513 -0.00049636629466138051 -0.001499455975028513 -0.0014319841993060006 0.0026067163588088167 -0.0022135973480347814 0.0023649113390930283 0.0022408955281465149 -0.00077077802425784027 0.0016365482681274697 -0.0027712519909974696 -0.0028827662871941722 0.001395606444737108 0.00024930515014808376
leaf_weight=0.0012559633157916408 0.0010070794256096241 0.001943036642821582 0.0011192960945694544 0.0017858135406090816 0.0018883588716366315 0.0018637751888332917 0.0010066259237402351 0.0010492765541184638 0.0015281865192964305 0.0016001365954636517 0.0016847002929774027 0.0012078451306041238 0.0011317687122351918 0.001105628766112976 0.0014964688145253646 0.0010219543613834148
leaf_count=313 101 275 61 478 652 52 152 69 129 95 102 226 152 172 55 37
internal_value=0 5.18357e-05 0.000174624 4.05046e-05 -0.000140806 0.000112809 0.000355039 0.000159004 0.00046475 0.000109336 0.000451623 -6.69774e-05 -0.000544053 -0.00140888 0.000248321 -0.00104839
internal_weight=0 0.0226888 0.0204109 0.0192916 0.0173486 0.0144571 0.0125688 0.0115622 0.00969838 0.0081702 0.00712092 0.00552078 0.00431294 0.00289144 0.00318117 0.00227792
internal_count=3121 3020 2670 2609 2334 1684 1032 880 828 699 630 535 309 650 157 350
is_linear=0
shrinkage=0.00455379


Tree=1245
num_leaves=17
num_cat=0
split_feature=41 1 0 42 43 13 3 2 49 15 3 0 160 0 2 12
split_gain=0.000148313 0.000164821 0.000187062 0.000186779 0.000235808 0.000216237 0.000234329 0.000174719 0.000255357 0.000241649 0.000192729 0.000157648 0.000236152 0.000207457 0.00031573 0.000135364
threshold=0.078475000000000017 0.104035 -0.019414999999999998 0.092620000000000022 0.13895500000000002 -0.13710499999999998 -0.12018999999999998 0.084055000000000005 -0.0090649999999999984 -0.091604999999999978 -0.078934999999999991 -0.053834999999999994 -1.0000000180025095e-35 -0.20211999999999997 0.11144000000000001 0.10345000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 11 4 5 -1 -7 10 9 -9 -8 12 -3 -14 15 -15
right_child=-2 2 -4 -5 -6 6 7 8 -10 -11 -12 -13 13 14 -16 -17
leaf_value=-0.0019761628948606149 -0.0013646968678256155 -0.00091252078734351243 0.002315608445906679 -0.0018722181099524976 0.001666914164421303 0.0013441008887439534 -0.0010728947841056448 0.0011396284573187297 -0.0022553793970575111 -0.0014704246551036388 0.0012440580164102839 -0.0012465855734831045 -0.00016188137272439356 -0.00041089041406862717 0.0036258226629145665 0.0017849445890121096
leaf_weight=0.001282383321324688 0.0014744522368612669 0.0015916236429345254 0.0010017023735480746 0.0012188137876265057 0.0013257738734575595 0.001831449372596607 0.0010707733171965161 0.0014166771907621056 0.0017498744239933918 0.0013060829346622808 0.0019230085869983409 0.001078940832746067 0.0018166835766777467 0.0010439173599128271 0.0010739190341639837 0.001109423711699975
leaf_count=41 148 138 139 411 151 131 313 60 930 174 119 79 56 96 109 26
internal_value=0 6.95769e-05 0.000536156 -0.000240278 -7.32175e-05 -0.000291267 -5.88825e-05 -0.000403023 -0.000950814 -0.00011239 0.000415363 0.0003051 0.000557403 0.00102124 0.00168724 0.000720427
internal_weight=0 0.021841 0.00871621 0.0131248 0.011906 0.0105802 0.00929787 0.00746642 0.00447263 0.00272276 0.00299378 0.00771451 0.00663557 0.00504394 0.00322726 0.00215334
internal_count=3121 2973 643 2330 1919 1768 1727 1596 1164 234 432 504 425 287 231 122
is_linear=0
shrinkage=0.00437696


Tree=1246
num_leaves=17
num_cat=0
split_feature=147 11 52 48 48 43 12 484 12 42 13 133 43 0 49 15
split_gain=0.000148964 0.000232968 0.000138982 0.000180187 0.000256511 0.000167469 0.000273553 0.000244622 0.000224541 0.000208907 0.000197404 0.000194982 0.000237142 0.000280858 0.000217329 0.000211875
threshold=0.089025000000000007 0.089270000000000002 0.19022000000000003 0.10396500000000002 0.12879500000000002 -0.06984499999999999 0.051320000000000005 0.08660000000000001 0.088485000000000022 -0.090989999999999988 -0.0030199999999999997 -0.0061299999999999992 0.093175000000000022 -0.10096999999999999 -0.069799999999999987 -0.095869999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 9 11 -8 -1 -10 -7 13 14 -13 -16
right_child=-2 -3 -4 4 -6 7 8 -9 10 -11 -12 12 -14 -15 15 -17
leaf_value=0.00019380522429682665 0.0014059306098657765 -0.002156320795744889 -0.001230577126978621 0.0027687947724990948 -0.00019283802658995983 -0.0020683388607688909 -0.0020731704877757417 0.0013885410441281819 0.0014105101758080231 0.0028953363647974814 -0.00096286705037741834 -0.0016462852325903295 0.0013962651429858895 -0.0023492583278628982 -0.00049316123621977344 0.002127016496250419
leaf_weight=0.0010498356499732964 0.0014258059412275417 0.0010990632836067596 0.0017523538689011011 0.0011970261101386095 0.001229174386785381 0.001754928050418561 0.0010122740779603401 0.0013237933136383004 0.0017226633016905746 0.0013658143771746413 0.001257002045663258 0.0012752799486719368 0.0012846863184792223 0.0016500820445889443 0.0014689928769153759 0.0011340197274796182
leaf_count=42 124 103 342 108 67 652 385 98 195 181 175 49 48 448 49 55
internal_value=0 -0.000113844 -4.22251e-06 0.000110541 0.00126836 -6.1803e-05 0.000511713 -0.000433309 -0.000220221 0.00172126 0.000409277 -0.000714793 -0.000366143 -0.000775692 -0.000106193 0.000648337
internal_weight=0 0.021577 0.0204779 0.0187256 0.0024262 0.0162994 0.00640759 0.00989178 0.00399194 0.00241565 0.00297967 0.00856799 0.00681306 0.00552837 0.00387829 0.00260301
internal_count=3121 2997 2894 2552 175 2377 978 1399 755 223 370 1301 649 601 153 104
is_linear=0
shrinkage=0.00455379


Tree=1247
num_leaves=18
num_cat=0
split_feature=1 52 159 3 0 1 0 3 42 16 13 4 15 3 457 13 15
split_gain=0.000122284 0.000249807 0.00023476 0.000280618 0.00026492 0.000312508 0.000269271 0.000323924 0.00023116 0.000260063 0.000208572 0.000200887 0.00024649 0.00018582 0.000153775 0.000259209 5.82375e-05
threshold=0.111945 0.11434500000000002 0.091530000000000014 0.090900000000000009 -0.084269999999999984 1.0000000180025095e-35 -0.10607499999999999 -0.0049599999999999991 0.088915000000000008 -0.082404999999999992 -0.0034749999999999994 0.24564500000000003 -0.016799999999999995 0.10542000000000001 0.082380000000000009 -0.28558999999999996 -0.13578499999999996
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 -6 -11 12 13 -2 15 -5 -13
right_child=11 -3 -4 14 8 6 -8 -9 -10 10 -12 16 -14 -15 -16 -17 -18
leaf_value=-0.0033364718452485614 0.00050692584997429318 -0.0018733940238292244 -0.0021142590849397617 0.0021635503179873688 0.0030813019286762512 0.0022069900463565833 -0.0022871869972868118 -0.0010669299000874183 -0.0011917691889517653 0.0014080725925643238 -0.0012549194217740952 0.00097097110421169293 0.0013607545457782857 -0.0020142727290109871 0.0025173098571554427 -0.0010373649414973101 0.0024415023906698523
leaf_weight=0.0010114305807656376 0.0010741832417977548 0.0017861804628475633 0.0010796318640118327 0.0010562146728148036 0.0010185751198725779 0.0011747920100835252 0.0011697100722583009 0.0014651838761210456 0.0013007367727948527 0.0015471325924324431 0.0010757638634842914 0.0013711870450711094 0.0015621219891883689 0.001527675651292526 0.0013198058780190536 0.0011295163979347942 0.0010082916447722301
leaf_count=623 99 399 212 24 132 117 114 49 325 255 266 224 58 64 49 59 52
internal_value=0 -0.000235309 -3.13915e-05 0.000138083 -0.000266673 -0.00104135 -0.000432015 0.000389968 0.00048902 0.0010894 0.000315864 0.000517489 -9.77333e-05 -0.00097339 0.00126537 0.000509419 0.0015941
internal_weight=0 0.0161347 0.0143485 0.0132689 0.00976332 0.00482112 0.00380969 0.00263998 0.00494221 0.00364147 0.0026229 0.00654346 0.00416398 0.00260186 0.00350554 0.00218573 0.00237948
internal_count=3121 2624 2225 2013 1881 903 280 166 978 653 521 497 221 163 132 83 276
is_linear=0
shrinkage=0.00464487


Tree=1248
num_leaves=17
num_cat=0
split_feature=41 2 48 3 2 39 2 133 15 12 3 0 48 13 1 13
split_gain=0.000117544 0.000140639 0.000164528 0.000155864 0.00019716 0.000189446 0.000358238 0.000266589 0.000208186 0.000203487 0.000238149 0.000365939 0.000233073 0.000117058 6.43761e-05 4.22085e-05
threshold=0.078475000000000017 -1.0000000180025095e-35 -0.086869999999999989 0.13524500000000003 0.13093500000000002 0.0046100000000000004 0.094835000000000017 0.091410000000000005 -0.11713499999999999 0.09334000000000002 -0.12018999999999998 -0.082974999999999979 0.085875000000000021 -0.084319999999999992 0.086560000000000012 -0.053889999999999993
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 7 -7 8 -4 10 -10 12 13 -12 -15 -11
right_child=-2 2 3 4 -6 6 -8 -9 9 15 11 -13 -14 14 -16 -17
leaf_value=0.0012789334746266627 -0.001151498682988764 -0.0015764680007730378 -0.001438286160693768 0.0017230663284439139 -0.00046737826879549808 -0.00065361316283885508 0.0024424005556358498 -0.0021204260489157251 0.0017864613694152391 -0.00045916049451459774 -2.3709535587576567e-05 -0.002077133942971605 -0.00066216460491851743 0.0022852717341636324 0.00097925712942635297 -0.0016292262520669284
leaf_weight=0.0014441434515284892 0.0013935291591282697 0.0010620197475477147 0.0016621921187975871 0.0018361997332916316 0.0010596234919098002 0.0011928282519981801 0.0012530410050622942 0.0011875526068425022 0.0016015742736605887 0.0010049542922516697 0.0010859699868905337 0.0011031795137115864 0.001919326306149105 0.0011219805688043316 0.0013714849609249846 0.0010114995759549781
leaf_count=177 148 67 186 67 93 38 161 502 92 140 365 414 88 221 100 262
internal_value=0 6.13856e-05 -2.89074e-05 6.03601e-05 0.000921551 -0.000100372 0.000932503 -0.000293665 -0.000111091 0.000104767 0.000387652 4.83127e-05 0.000474727 0.00108434 0.00156692 -0.00104609
internal_weight=0 0.0209176 0.0194734 0.0184114 0.00289582 0.0155156 0.00244587 0.0130697 0.0118822 0.01022 0.00820352 0.00660194 0.00549876 0.00357944 0.00249347 0.00201645
internal_count=3121 2973 2796 2729 160 2569 199 2370 1868 1682 1280 1188 774 686 321 402
is_linear=0
shrinkage=0.00404364


Tree=1249
num_leaves=31
num_cat=0
split_feature=31 1348 14 1456 1365 52 133 1374 1374 1213 38 3 376 1374 403 2 483 49 42 16 42 16 159 2 0 15 394 52 51 43
split_gain=0.00114919 0.00084614 0.00110804 0.00091336 0.000688947 0.000666205 0.000825455 0.000646499 0.000689918 0.000592596 0.000582922 0.000888613 0.000636288 0.000665728 0.000671447 0.000571954 0.00054794 0.000632564 0.00090938 0.000768811 0.000677847 0.000993054 0.000600806 0.000536501 0.000519895 0.000514046 0.000448399 0.000358937 0.000983815 0.000318014
threshold=-1.0000000180025095e-35 0.090205000000000021 0.076175000000000007 -1.0000000180025095e-35 1.0000000180025095e-35 -0.52017999999999986 -0.25159999999999993 -0.094929999999999987 -1.0000000180025095e-35 -0.080769999999999995 0.10208000000000002 0.30112000000000005 0.11430500000000002 0.093235000000000012 -0.088999999999999982 -0.0050599999999999994 0.0015150000000000003 -0.083629999999999996 0.084635000000000016 -0.25582999999999995 0.092860000000000012 0.41553500000000004 0.094385000000000011 0.10731 -0.079829999999999998 0.091650000000000023 -0.064889999999999989 0.11434500000000002 0.11144500000000002 -0.00045499999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -7 -8 -9 -10 11 12 13 14 -11 24 17 18 19 -17 22 23 25 -22 -16 26 -19 29 -29 -28
right_child=1 -3 -4 4 -6 6 7 8 9 10 -12 -13 -14 -15 15 16 -18 20 -20 -21 21 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.0012193700432370426 -0.00091795008863514215 0.00086909225096415258 -0.0010615282039018155 -0.00093157095122480145 -0.00088870902608532618 -0.00097359870688682739 -0.00067588710392312728 0.0011180640241312881 -0.00073897978192646895 -0.00068339879187146845 -0.00066047523814274207 0.0012191245418634242 -0.00064315444114279694 -0.00081242506169082506 -0.00088335423294610656 0.00026976166719769144 -0.00048275501118285273 -9.626424602224637e-05 0.00062190932935343908 -0.000978644144258217 -0.0012142455187242891 0.00075040318371765206 -0.00015227604619847784 2.1978641880349103e-05 0.00028839307113439787 -0.00021256681096054809 0.00060011120007276658 -0.00056458294379585939 0.0009751758392544667 0.0010218354015070538
leaf_weight=0.0011108966761088626 0.001651113932743086 0.0014898976922985687 0.0015984357772902405 0.001037275104740997 0.0012412374123091921 0.0011208353853977551 0.0015822605150077598 0.0010010322008469066 0.0012316267822241036 0.0012627761658960948 0.0013629671871555607 0.0011226056719060287 0.0015621162611729736 0.0010244574301978551 0.0012638649961580484 0.0012155755280218727 0.0013477642546790838 0.0011116436870137756 0.0017329865476081174 0.0018469690886666603 0.0010688369580953419 0.0012875742749640651 0.0018406207114622921 0.0010191756923498829 0.0010143708443228717 0.0011144505599176577 0.005395308397477149 0.0011053206849958039 0.0013949481841861733 0.0052362581872307289
leaf_count=86 270 38 99 198 55 167 50 15 280 344 39 98 21 36 33 17 194 81 46 45 112 28 108 69 48 82 240 58 37 127
internal_value=0 -3.50071e-05 -6.44215e-05 -2.83592e-05 6.16475e-06 3.30571e-05 5.79062e-05 8.74408e-05 0.000119594 9.22572e-05 0.000121234 0.000152601 0.000116148 0.000154064 0.000186786 0.000224683 0.00027468 0.000314919 -8.37966e-05 -0.000483131 0.000407853 -9.16079e-05 0.000505884 -0.000610835 -0.000361641 0.000584763 0.000647148 0.00071008 0.000294478 0.000807819
internal_weight=0 0.0472843 0.0457944 0.044196 0.0425449 0.0413036 0.0402663 0.0391455 0.0375633 0.0365622 0.0353306 0.0339676 0.032845 0.0312829 0.0302584 0.0289957 0.0267174 0.0253697 0.00479553 0.00306254 0.0205741 0.00337559 0.0171986 0.00208801 0.00227824 0.0153579 0.0142435 0.0131318 0.00250027 0.0106316
internal_count=3121 3035 2997 2898 2628 2573 2375 2208 2158 2143 1863 1824 1726 1705 1669 1325 1244 1050 108 62 942 209 733 181 81 625 543 462 95 367
is_linear=0
shrinkage=0.00121906


Tree=1250
num_leaves=31
num_cat=0
split_feature=1456 457 453 4 11 14 1374 1213 48 122 403 52 38 48 1 16 457 150 51 3 4 15 13 52 43 2 4 1 15 4
split_gain=0.000759676 0.000742787 0.000695747 0.000834838 0.000874224 0.000624153 0.00058961 0.000597609 0.000520057 0.000517494 0.000522457 0.000708162 0.000555462 0.000518544 0.000614069 0.000606855 0.000598131 0.00078128 0.000563842 0.000803941 0.00042792 0.000600729 0.000415391 0.000714258 0.000647786 0.000530031 0.000403341 0.000283068 0.000201504 0.00016888
threshold=-1.0000000180025095e-35 -0.15747999999999998 0.10071000000000001 0.27287000000000006 0.081790000000000015 -0.46885499999999997 0.088035000000000016 -0.080769999999999995 0.11376500000000002 0.086040000000000019 -0.088999999999999982 -0.43320999999999993 1.0000000180025095e-35 -0.075224999999999986 0.10060500000000001 -0.094359999999999986 0.088350000000000026 0.084555000000000019 0.087505000000000013 -0.055119999999999995 0.033845000000000007 1.0000000180025095e-35 -0.0034749999999999994 0.10160000000000001 -0.52440999999999993 0.087015000000000023 -0.083854999999999985 0.12873500000000002 -0.10469999999999999 0.50822500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -5 7 -3 29 10 -9 -12 13 -13 15 18 17 22 19 -15 21 -16 23 26 -24 -26 -17 28 -22 -7
right_child=1 2 -4 5 -6 8 -8 9 -10 -11 11 12 -14 14 20 16 -18 -19 -20 -21 27 -23 24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0010448558671908932 0.00096576940297689903 -0.0011254514380190797 -0.0012849928168350636 -0.00046193366379497448 -0.001315296402236203 0.0006880880012996313 -0.001262892357444721 -0.00097761609896933332 -0.00010020108894763083 -0.0010762701203922301 -0.0010395576100382142 -0.00077259214985182605 -0.00099464413274780259 -0.00091054839443893329 0.0011196186347721686 0.0010473609097613628 0.0010440381853906811 -0.0011708093515094588 -0.0013795188646384109 0.00031270198117094877 0.00019280661796010009 -3.4883359472634186e-05 0.0007638298721380425 -0.0005501133764953416 -2.5100008844997397e-05 -0.0011043094778153853 0.0001611419419500355 0.00051439573739946154 -0.00051848012146043121 0.001400418930689429
leaf_weight=0.002043863400105205 0.0010978741377201109 0.0012459477051334203 0.0011298345719268346 0.0014364584380048839 0.0014462930731085058 0.0017308350106717265 0.0010026704207781725 0.0012901164565521919 0.0013597466185695239 0.0011125788478238965 0.0014032847190267308 0.001540611233080468 0.0011057566178465086 0.0019563756309470826 0.0025062300961753436 0.0022740093830293422 0.0011502167971855224 0.0010423533819659001 0.0010937010427367611 0.0022828947115982488 0.0015449444143769142 0.0013651877294762471 0.0010605906794012299 0.0012630309731576084 0.0021218674007910214 0.0015400437418242596 0.0018074616524224136 0.0019386432386454544 0.001579416129537492 0.0010476656069362544
leaf_count=288 36 289 20 44 119 131 50 342 32 14 172 72 28 129 141 85 39 79 56 43 19 43 14 133 79 137 315 21 22 129
internal_value=0 -0.000171741 -0.00020053 -0.000171529 -0.000248274 0.000333352 -0.000204468 -0.00017346 0.00060941 -0.000137494 -0.000104718 -6.78878e-05 -2.11489e-05 1.72032e-05 6.30722e-05 -8.87588e-05 8.27758e-05 -1.67493e-05 -0.000483087 -0.000251814 0.000362039 0.000712504 0.000102744 0.000370129 -0.000199859 -0.00047897 0.000654903 9.40567e-05 -0.000166761 0.000956681
internal_weight=0 0.0444766 0.0433788 0.0422489 0.0366742 0.00557471 0.0352279 0.0342253 0.00413825 0.0329793 0.0318667 0.0305766 0.0291733 0.0280676 0.026527 0.0175925 0.0122596 0.0111094 0.00533297 0.00423927 0.00893442 0.00387142 0.010067 0.0053445 0.0047225 0.00366191 0.00408147 0.005063 0.00312436 0.0027785
internal_count=3121 2833 2797 2777 2441 336 2322 2272 292 1983 1969 1627 1455 1427 1355 1109 881 842 228 172 246 184 763 533 230 216 400 62 41 260
is_linear=0
shrinkage=0.00140032


Tree=1251
num_leaves=29
num_cat=0
split_feature=151 150 1456 4 11 14 1213 160 50 2 403 4 0 0 16 16 4 2 3 16 13 43 49 49 47 52 1 14
split_gain=0.00070456 0.0007431 0.000975619 0.000704614 0.000818931 0.000688582 0.000577248 0.000606668 0.000554751 0.000454075 0.000390216 0.000330244 0.000466898 0.00127059 0.000523371 0.00045141 0.000398441 0.000440041 0.000414095 0.000388838 0.000542446 0.000325166 0.000298203 0.000283315 0.000273988 0.000264099 0.000251563 8.69196e-05
threshold=-0.40381499999999992 -0.22665999999999997 -1.0000000180025095e-35 0.27287000000000006 0.081790000000000015 -0.46885499999999997 -0.080769999999999995 -0.22361499999999998 0.099210000000000007 0.13712500000000002 0.085340000000000013 -0.083854999999999985 -0.099059999999999995 -0.060129999999999996 -0.014754999999999999 0.51990500000000017 -0.27825499999999997 0.096540000000000015 0.083060000000000009 -0.062804999999999986 -0.020934999999999999 -0.13868499999999997 -0.043469999999999995 -0.053364999999999996 0.096475000000000019 -0.087284999999999988 0.10781 -0.40349999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 6 -5 -4 -8 9 10 11 16 14 23 19 -15 17 -9 -19 20 26 -18 -22 -14 27 -16 -13 -7
right_child=1 2 3 5 -6 24 7 8 -10 -11 -12 12 13 15 25 -17 21 18 -20 -21 22 -23 -24 -25 -26 -27 -28 -29
leaf_value=-0.0012956092903810869 0.0011655389422594732 -0.0012278202573408168 -0.0011143890144099046 -0.00041276233877161482 -0.0013969110598876623 0.00081380120059171084 -0.00093986615790425513 -0.00068358160778689931 0.0008835900366485032 -0.00079859803744607584 -0.00083930947937651233 0.00029151598444946368 -0.00043600356818740589 0.00085211388319661463 0.00035100308826690189 -0.00043374378922995396 0.0002159181890269891 0.00097367619561562215 -0.00018167408093505 -0.00075727783276273311 0.00013365882467055636 0.0012732891615140904 -0.00064518463494258173 -0.0014320605650143552 0.00029919432251952793 0.001347215401215902 0.0012849690342674469 0.0013939389948746442
leaf_weight=0.0010009418290728425 0.001202101496843965 0.0015370679053103844 0.0010959112681432339 0.0013230693164261176 0.0010485291288810919 0.0010028411540332627 0.001478696890249597 0.0012317452421193309 0.0017460879131092613 0.0015353354641156605 0.0010806123590985641 0.0014054075147242892 0.0010128750246547451 0.0016729241857582891 0.0014735678243908978 0.0010035072951026791 0.0011667665398924498 0.0014368252367091827 0.0014142905178289311 0.0013846801476855566 0.0028127798894388434 0.0015637461584860823 0.0018872635913744773 0.0018624923891649072 0.0013125094696517792 0.0010449382292314529 0.0010039270126469546 0.0014531081199821152
leaf_count=65 22 286 291 44 117 46 207 43 197 67 125 56 98 94 31 7 69 13 40 38 34 140 36 649 30 38 31 207
internal_value=0 -7.7808e-06 -4.49062e-05 4.9703e-06 -7.99368e-05 0.000527983 -3.43846e-05 6.12364e-06 5.65506e-05 9.95416e-07 5.11887e-05 9.23511e-05 -2.31903e-05 -0.000381599 0.000157496 0.000369991 0.00037325 7.34936e-05 0.000400567 -2.24338e-05 0.00012069 0.000821467 -0.000179079 -0.00108119 0.000858269 0.000764336 0.00070547 0.00115705
internal_weight=0 0.0391936 0.0379915 0.0364544 0.0313629 0.00509153 0.0303144 0.0292185 0.0277398 0.0259937 0.0244583 0.0233777 0.0165644 0.0055518 0.0110126 0.00267643 0.00681337 0.00408286 0.00285112 0.00849406 0.00710938 0.00273051 0.00470004 0.00287537 0.00376846 0.00251851 0.00240933 0.00245595
internal_count=3121 3056 3034 2748 2421 327 2304 2013 1806 1609 1542 1417 1112 848 264 101 305 96 53 195 157 209 70 747 283 69 87 253
is_linear=0
shrinkage=0.00151575


Tree=1252
num_leaves=31
num_cat=0
split_feature=151 1348 14 1456 151 1213 484 403 160 457 16 151 11 51 1374 13 130 4 4 16 131 3 484 0 16 42 43 52 47 4
split_gain=0.000819832 0.00107773 0.000996937 0.000898662 0.000669148 0.000687478 0.000574394 0.000926911 0.000774471 0.000695815 0.000738374 0.000674806 0.000618352 0.000733756 0.0011993 0.000590586 0.000597462 0.000668445 0.000752383 0.000530958 0.000492828 0.000498541 0.00048917 0.000453113 0.000446453 0.00037084 0.000324227 0.00056391 0.000243136 0.000228151
threshold=-0.40381499999999992 0.090205000000000021 0.076175000000000007 -1.0000000180025095e-35 -0.14122499999999996 -0.080769999999999995 0.085515000000000022 -0.081904999999999992 -0.090969999999999981 -0.0029299999999999994 -0.5335399999999999 -0.0017399999999999998 0.088215000000000002 0.045645000000000005 -0.094929999999999987 -0.53104499999999988 -1.0000000180025095e-35 0.24564500000000003 -0.012164999999999999 -0.42170999999999997 0.091360000000000011 -0.0080949999999999998 0.091880000000000003 -0.038659999999999993 -0.062804999999999986 0.091735000000000025 -0.083269999999999997 -1.0000000180025095e-35 0.092710000000000015 0.26450500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 7 -7 23 11 -11 -10 13 15 -15 -12 -17 18 25 -20 21 -21 -8 -9 -16 26 -18 -28 -23 -19
right_child=1 -3 -4 4 5 6 22 8 9 10 12 -13 -14 14 24 16 17 29 19 20 -22 28 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0012405198209015753 -0.0010284820333373015 0.0014067379125192762 -0.0011470802581001892 0.0010288147255040215 -0.0010545693290084938 -0.0013490339669727258 0.0011145726473945499 -0.0013291224756429606 -0.0012522534430934732 0.0013717421028536323 -0.00097966195808693503 0.00024478689093264985 -0.00069983179602667019 -0.00065375513776696418 0.0012203323265850081 -0.0008137107355051566 0.00084848793471770058 0.0013211687299938138 0.00065866629753480509 -0.0013923586118173071 0.00043201868291540331 4.8274133067290755e-06 8.0283518445367153e-05 -4.4153390185034404e-05 0.00029962370094031642 -0.00041380889424745586 -0.0006538640868896966 0.00059901424951441741 -0.00079469485847663199 0.00043904274899327149
leaf_weight=0.0010846721741550871 0.0015953958080254784 0.0011088543330863834 0.001542095259194908 0.0014166442741228016 0.0011580503567585323 0.0010025511677225199 0.0018550498083058633 0.0012626440976213349 0.0014402538853306446 0.0010075437503425022 0.0010857282510983125 0.0010711218639865008 0.0017292192333258063 0.0012250418665757934 0.0033521842935366752 0.0013328567283591988 0.0029581183780846808 0.0011913087628840904 0.0010109518320859934 0.001360599409799601 0.0010138770408012476 0.001715248556887896 0.0018766281933126905 0.0010058467410924967 0.0015812864224784553 0.0010486593239020792 0.0010741299593703931 0.002307056630244545 0.0014170131044011214 0.0012013647425686003
leaf_count=65 270 33 98 71 289 402 72 185 91 58 11 52 85 19 123 114 100 12 18 205 28 38 114 25 74 93 105 137 16 118
internal_value=0 1.6478e-05 -1.95083e-05 2.25977e-05 6.48356e-05 2.91653e-05 6.29694e-05 3.58047e-06 4.54446e-05 0.000106052 0.00017152 -0.000613754 0.000126066 0.000183478 0.000611137 4.2764e-05 0.000105725 0.000180915 6.09282e-05 -0.000292797 -0.000467471 -0.000670454 0.000594438 -0.000759368 0.000925225 0.000372986 0.000503139 0.000201002 -0.000356871 0.000878252
internal_weight=0 0.0439473 0.0428385 0.0412964 0.039701 0.0382843 0.0371263 0.0333946 0.0323921 0.0301236 0.0276122 0.00251138 0.0266046 0.0248754 0.00615851 0.0187169 0.0176312 0.0162983 0.0139057 0.00651769 0.00550674 0.00449286 0.00373168 0.00226849 0.00493347 0.00738796 0.0063393 0.00338119 0.00313226 0.00239267
internal_count=3121 3056 3023 2925 2655 2584 2295 2109 1707 1497 1354 143 1296 1211 216 995 984 870 740 305 287 259 186 210 197 435 342 242 54 130
is_linear=0
shrinkage=0.00142833


Tree=1253
num_leaves=17
num_cat=0
split_feature=14 52 1 132 16 43 3 39 457 3 11 47 0 52 133 16
split_gain=0.000168381 0.000156007 0.000170524 0.000314876 0.000286193 0.000392635 0.000234252 0.000280067 0.000267865 0.000226383 0.000249379 0.000246295 0.000349285 0.000585578 0.000207951 0.000120691
threshold=0.076175000000000007 -0.40306999999999998 1.0000000180025095e-35 0.080640000000000017 0.0057500000000000008 0.07827000000000002 0.16158000000000003 0.084405000000000008 0.082380000000000009 -0.10519499999999998 0.079915000000000014 0.092710000000000015 -0.084144999999999984 -0.0064899999999999992 1.0000000180025095e-35 -0.16075999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 6 5 -3 7 8 9 10 -4 12 13 -11 -6 -15
right_child=-2 2 3 -5 14 -7 -8 -9 -10 11 -12 -13 -14 15 -16 -17
leaf_value=-0.001616545632326229 -0.0020679071230505809 -0.0036340366221343113 0.0026714471408965904 0.0030911837750895147 0.0015306226377031888 0.00027680470341826077 0.0025321436591970036 0.0021100738178507408 0.0014901189602588786 -0.0024661298191415125 -0.00076585017287102749 -0.0027370517284838452 -0.00310927492932951 0.0003731901201636224 -0.0010999261072870664 0.0025864113839427268
leaf_weight=0.0013663903441546573 0.0010212425266828964 0.0014325759732116685 0.0010292747592215469 0.0011129424801610286 0.0019452835593221085 0.0012769438321642013 0.0010926707288507762 0.0015337777748526968 0.0019612691514865341 0.0014191456879673048 0.0012049511380780586 0.0017269750420529917 0.0010661520680321709 0.0011501077862732245 0.0013311878842980907 0.0014842705404465341
leaf_count=314 101 1085 46 120 76 165 114 229 78 57 60 137 305 35 119 80
internal_value=0 6.19551e-05 0.000172391 0.000468113 -0.00055785 -0.00179093 0.000254533 5.66412e-05 -0.000228585 -0.000599787 0.000817662 -0.00106233 -0.000497417 0.00018955 0.000461865 0.00162017
internal_weight=0 0.0221339 0.0207675 0.0147815 0.00598599 0.00270952 0.0136686 0.0125759 0.0110421 0.00908088 0.00223423 0.00684665 0.00511968 0.00405352 0.00327647 0.00263438
internal_count=3121 3020 2706 1261 1445 1250 1141 1027 798 720 106 614 477 172 195 115
is_linear=0
shrinkage=0.00512831


Tree=1254
num_leaves=17
num_cat=0
split_feature=14 52 52 474 14 1 43 43 48 0 47 160 4 2 13 16
split_gain=0.000138719 0.000136331 0.000225352 0.000201555 0.00043102 0.000250003 0.000278529 0.000345641 0.000176655 0.000393326 0.00016743 0.000161116 0.000139823 0.000128984 0.000174587 0.000166085
threshold=0.076175000000000007 -0.24456499999999998 -0.099454999999999974 0.082665000000000002 -0.10708499999999999 0.098700000000000024 -0.15582499999999996 -0.0037449999999999996 0.12737000000000001 -0.13027499999999997 0.086785000000000015 0.086870000000000017 0.09173000000000002 0.10136500000000002 -0.095304999999999987 -0.092804999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 -3 4 -4 6 -6 -8 9 -7 -11 13 -1 14 -9 -16
right_child=-2 2 3 -5 5 8 7 11 -10 10 -12 -13 -14 -15 15 -17
leaf_value=-0.0018163037514323606 -0.0014057684717906829 0.0016115192707608287 -0.0022982907711006939 0.0013337080808775829 0.0010074503557156193 0.0023315336998315948 -0.0020781218007935552 0.0015882583963612812 -0.00059767333183069959 0.0010877799124931057 -0.0008475862473145935 -0.0013742364197745218 9.8384460286449226e-05 -0.00095823714438987768 0.00090317516318292321 -0.0012328940592738597
leaf_weight=0.0011017683788668428 0.001005460957286263 0.0014087645532966887 0.0011953899036165607 0.001571043803088589 0.0018975315435616463 0.0019668320724668398 0.0018109693407087884 0.0013574574151693497 0.0011991182602741901 0.0012385031452460402 0.0013635382154065789 0.0012727320670986586 0.0011133544392585293 0.0011341175753563082 0.001058970590207764 0.0010550328216838503
leaf_count=322 101 205 62 270 124 154 963 65 57 201 65 45 28 82 85 292
internal_value=0 4.19087e-05 0.000143519 2.93947e-05 -9.44186e-05 7.71555e-05 -0.00029998 -0.000622622 0.000703981 0.00104561 7.35971e-05 -0.000174217 -0.000853952 0.000157403 0.00052188 -0.00016287
internal_weight=0 0.0217451 0.01953 0.0181212 0.0165502 0.0153548 0.00958681 0.00768928 0.00576799 0.00456887 0.00260204 0.00587831 0.00221512 0.00460558 0.00347146 0.002114
internal_count=3121 3020 2670 2465 2195 2133 1656 1532 477 420 266 569 350 524 442 377
is_linear=0
shrinkage=0.00381041


Tree=1255
num_leaves=31
num_cat=0
split_feature=156 1456 151 4 11 51 3 1213 122 403 48 374 376 1374 150 160 38 151 13 133 1 49 15 12 3 2 133 1 2 15
split_gain=0.000806527 0.000720202 0.000741948 0.000920668 0.000812174 0.000801989 0.000705931 0.000662593 0.000679316 0.000718482 0.000637044 0.000566214 0.00118502 0.00061194 0.00059706 0.000939894 0.000651247 0.000582969 0.000728494 0.000991676 0.000609657 0.000842341 0.000589085 0.000663133 0.000579807 0.000642224 0.000517545 0.000768998 0.000897002 0.000719026
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.5225749999999999 0.27834500000000006 0.081790000000000015 0.10681500000000001 0.11924500000000002 -0.080769999999999995 0.10544500000000001 -0.088999999999999982 0.10668000000000001 1.0000000180025095e-35 0.088470000000000007 0.087855000000000016 -0.097839999999999996 -0.090969999999999981 1.0000000180025095e-35 -0.083274999999999988 -0.0018299999999999998 1.0000000180025095e-35 0.083135000000000014 -0.039339999999999993 1.0000000180025095e-35 0.091475000000000015 0.092670000000000016 0.10467500000000002 -0.10066499999999999 0.10089500000000001 0.10381000000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -4 9 -9 -5 12 13 14 -11 -16 17 20 26 22 -17 -22 24 -24 25 -20 -19 28 29 -28
right_child=1 2 3 5 -6 -7 -8 8 -10 11 -12 -13 -14 -15 15 16 -18 18 19 -21 21 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0013729296122465451 -0.00092711605765562514 -0.0013116695457468562 -0.0010718720521013109 0.0012727355470370373 -0.0012305771558544301 -0.00073765097788740469 -0.0001614287029156084 -0.0010260755548446659 -0.0012282820323535589 0.00094719446500959946 1.8134968572276236e-05 -0.00092741359973612044 0.0012136400963000487 -0.001057171695968244 -0.00093699770937844136 -0.0012485701821490581 -0.0009468817023883698 -0.0003539738544496362 -0.00029966418612893295 -0.001372853221271913 0.00085848191295287131 -0.00088073332985712715 -0.0010532713365002651 0.00019273003951540826 0.00062740166608495638 0.00082716497248780179 -0.00044349511353056578 0.0011239972152681705 -0.0008675628241261188 0.00071180787796192144
leaf_weight=0.0010993714286651182 0.0023526311663570878 0.0010150248930358421 0.0014620101454227976 0.0026229987729708961 0.0013915882411783534 0.0010543105352436299 0.0016977336729819825 0.0015216227875867174 0.0010353003963246002 0.0011025099343324732 0.0010756002277259036 0.0013771905265684828 0.0013872983261968832 0.001168100118903225 0.0022449381681428618 0.0012909074063434103 0.0013522318358667454 0.0016421124131344991 0.0049410740890962791 0.0010821135407264029 0.0010046730381798596 0.0010989506176883879 0.0018346818722978506 0.0014344698432946501 0.0033610853452969991 0.0011811715683194279 0.0012976153425192588 0.0025648763423724574 0.0011421082690041828 0.0046672454505243327
leaf_count=163 252 47 293 197 100 18 87 343 8 29 21 22 29 48 227 111 33 167 73 63 59 33 48 40 45 37 165 97 68 198
internal_value=0 -0.000184776 -0.000149883 -0.000125835 -0.000199048 0.000357501 0.000571467 -0.000164202 -0.000130803 -0.000101441 0.000907882 -6.35945e-05 -3.03625e-05 -8.05154e-05 -4.61972e-05 -8.02736e-05 -1.59393e-05 2.81642e-05 0.000100247 -0.000111057 -0.000505866 -5.00987e-05 -3.98676e-06 -0.000506539 0.000169256 -8.22638e-05 0.000358627 0.000479615 0.00024706 0.000460479
internal_weight=0 0.0524042 0.0500515 0.0490365 0.0425859 0.00645064 0.00539633 0.0411943 0.0397323 0.038697 0.0036986 0.0371754 0.0357982 0.0344109 0.0332428 0.0321403 0.0298953 0.0285431 0.0251486 0.0138346 0.00339453 0.00210362 0.0127525 0.00326915 0.00948333 0.00612225 0.011314 0.00967185 0.00710697 0.00596486
internal_count=3121 2958 2706 2659 2336 323 305 2236 1943 1935 218 1592 1570 1541 1493 1464 1237 1204 1001 306 203 92 243 88 155 110 695 528 431 363
is_linear=0
shrinkage=0.00137286


Tree=1256
num_leaves=31
num_cat=0
split_feature=31 39 42 1456 151 2 160 403 4 1 0 50 123 13 2 42 15 49 1375 475 42 159 1374 15 49 52 3 2 47 157
split_gain=0.00121448 0.00110291 0.00100971 0.00100336 0.00077575 0.000872062 0.00107751 0.000958149 0.000907814 0.000964798 0.00097678 0.00121094 0.00084973 0.00110317 0.000825035 0.000644483 0.000606769 0.000725353 0.000720228 0.000745948 0.000835111 0.000783077 0.000593924 0.000682551 0.000768101 0.000458874 0.000394589 0.000326278 0.000305401 0.000258638
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 -1.0000000180025095e-35 -0.40381499999999992 0.088850000000000012 0.083670000000000008 -0.088999999999999982 -0.083854999999999985 0.12958500000000003 -0.10607499999999999 0.10030500000000002 0.088610000000000008 -0.53104499999999988 -0.13033999999999998 -0.025789999999999997 0.098485000000000017 -0.42399999999999993 1.0000000180025095e-35 -1.0000000180025095e-35 0.092620000000000022 -1.0000000180025095e-35 -0.26569999999999994 -0.069954999999999989 -0.066894999999999982 0.10898500000000001 -0.072199999999999986 0.11362000000000001 0.081320000000000017 -0.060134999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 10 28 14 13 -7 -12 -15 18 -18 19 29 21 -21 -23 -24 -25 -26 -11 -22 -10 -17
right_child=1 -3 3 4 5 12 -8 8 9 26 11 -13 -14 15 -16 16 17 -19 -20 20 27 22 23 24 25 -27 -28 -29 -30 -31
leaf_value=0.0012940044755192556 -0.001293892970827355 0.0012940829294603832 -0.000904222131104727 -0.0010886737278555365 -0.0012887563524436303 -0.00086728847882191324 -0.0012287575042300345 0.00061986923177788323 0.00056684673486939339 0.001190378670757497 -5.1575538129620618e-07 0.00035386481449476082 0.0010823632943283454 -0.0005435053791857606 -0.0012529028150411643 6.7479105175938402e-05 0.0004959843468484498 -0.00088569202010753227 -0.00064426654967609024 -0.00051388930964484558 -0.00055644598272304349 -5.0197116936361826e-05 0.0011083473572596285 -0.0004076979454854704 0.00089843899317507245 -2.604739970272897e-05 5.2457454352589219e-05 0.00035498668560482059 -0.00017826213331513218 -0.00082631543337328018
leaf_weight=0.0011502943820618219 0.0011148413679933347 0.0010022795752817606 0.0021954303833733304 0.0010899440362557291 0.0010781874324949916 0.0018368182169297134 0.001583035083817296 0.0029315917155190415 0.0018034165101035171 0.0010351747177708148 0.0011477970470701333 0.0015381099523463782 0.0015610154159242376 0.0019526114190226975 0.0037778879911262182 0.0011630810361840105 0.0010387982929955797 0.0016395544282801202 0.0012591073525385346 0.0010250305254722045 0.0016766301493784655 0.0017289655705781124 0.0052821899169019871 0.0012970972144579207 0.0042220253634610615 0.001141495202656273 0.0010052780095861644 0.0010812600888696622 0.0018807106252474171 0.0010144174288919663
leaf_count=86 18 21 287 64 261 16 113 191 31 12 23 113 100 299 499 70 15 120 63 41 116 9 170 28 126 22 36 63 26 82
internal_value=0 -4.98697e-05 -7.62293e-05 -4.90721e-05 -9.78823e-06 1.53915e-05 -0.000210061 -0.000110504 -2.64846e-05 -0.000181948 -0.000345158 -0.00064817 0.000154008 0.00010104 -0.000961068 0.000170729 0.0002299 -0.000349809 0.000304221 0.000365052 0.000454119 0.000576699 0.000658465 0.000761059 0.000485642 0.000701684 0.000629754 -0.000199109 0.000186476 -0.000348907
internal_weight=0 0.0521038 0.0511015 0.0499867 0.0477912 0.0467013 0.0177812 0.0161982 0.01512 0.0121884 0.0101479 0.00646379 0.0289201 0.0273591 0.00492569 0.0255223 0.0235697 0.00267835 0.0208913 0.0196322 0.0174547 0.0146968 0.0136718 0.0119428 0.00666062 0.00536352 0.00204045 0.00275789 0.00368413 0.0021775
internal_count=3121 3035 3014 2996 2709 2645 1305 1192 931 740 692 635 1340 1240 522 1224 925 135 790 727 575 396 355 346 176 148 48 179 57 152
is_linear=0
shrinkage=0.00129368


Tree=1257
num_leaves=31
num_cat=0
split_feature=39 42 1456 453 1348 14 123 2 1374 13 13 16 403 11 1374 1375 3 0 131 42 457 49 0 50 3 1 2 49 43 14
split_gain=0.00111951 0.00112915 0.000855344 0.000834469 0.000958611 0.00104598 0.000903572 0.00068625 0.000662277 0.000657202 0.000879372 0.000643809 0.000838582 0.000643784 0.000672085 0.00096294 0.000714671 0.00104422 0.000844963 0.00050879 0.000567764 0.000432219 0.000525572 0.000662963 0.000847427 0.000429674 0.000407465 0.000655459 0.000533788 0.00033963
threshold=0.16946000000000003 -0.26584999999999998 -1.0000000180025095e-35 0.10218000000000001 0.090205000000000021 0.076175000000000007 1.0000000180025095e-35 0.094835000000000017 0.093235000000000012 -0.53104499999999988 -0.23438999999999996 -0.54165499999999989 -0.088999999999999982 0.089270000000000002 -0.094929999999999987 -1.0000000180025095e-35 -0.12018999999999998 -0.053834999999999994 0.10033500000000002 0.091735000000000025 -0.06290999999999998 -0.083629999999999996 -0.10096999999999999 0.10030500000000002 -0.083924999999999986 0.10672000000000002 0.11411 0.0034800000000000005 -0.027014999999999997 -0.10708499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 25 -12 -13 14 -14 -16 26 18 19 20 -18 -22 29 24 -24 -11 27 28 -17 -23
right_child=-2 2 3 -5 -6 -7 7 -9 -10 10 11 12 13 -15 15 16 17 -19 -20 -21 21 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0014006047949038695 0.0014006554981887032 -0.00089593882906326312 -0.00090916642902595321 -0.0012480293521657359 0.0013781835556826991 -0.0011310065534840469 -0.00020252266461416547 0.0011251496963075086 -0.0010674400946897298 0.00036559217550485406 0.00095221471280683564 -0.0011322116528676438 -0.00078715112686688379 -0.00080319418673011761 0.0011029369672000207 0.00067986569117515887 -0.00092443551200742477 -0.00086765299147682903 0.0011714643098130286 -0.00077809814066247685 -0.00053497343394998402 -0.00020911965312381232 0.00036349788005221351 0.0006471628317758992 -0.0011420420858298539 0.0014004024784785979 0.0012695450239474033 0.0012508567724199445 -0.00049587374599878355 0.00066516463895525144
leaf_weight=0.00120687910076711 0.001046715947254028 0.0021318110986372476 0.0014375346590895779 0.0010083364878283865 0.0010258117435881777 0.0015238478390475754 0.0010980778666154203 0.0025047526575199264 0.0011335144223743035 0.0022506625409732797 0.0012939964272602389 0.0013573402175492957 0.0017729048951196083 0.0018639266377675759 0.0017636035043380174 0.0012618205243484226 0.0010870833590661553 0.0029081445207413186 0.0012062239865620042 0.0016590119236157283 0.0016446690251985538 0.0010597909307534792 0.0012742608794524693 0.0014625141365334215 0.0017262954253696294 0.0012097210078527709 0.0010474345157405196 0.0010516720363114018 0.001893296258867124 0.0048980236323892127
leaf_count=18 23 287 16 18 34 82 103 143 40 18 42 382 44 80 52 32 109 180 72 233 54 15 265 95 380 95 23 23 61 102
internal_value=0 -6.29951e-05 -2.90492e-05 1.16349e-05 4.02319e-05 8.60061e-06 5.008e-05 0.000720499 -1.30457e-05 1.91432e-05 5.65315e-05 -1.5487e-05 -5.59615e-05 -6.57668e-06 4.69951e-05 0.000103998 3.11392e-05 -9.57061e-05 4.44456e-05 -4.7336e-05 4.48389e-05 0.000132169 0.00023746 -0.000125883 -0.000502677 0.000727353 0.000488043 0.00029346 -2.56623e-05 0.000509645
internal_weight=0 0.048763 0.0475561 0.0454243 0.0444159 0.0433901 0.0418663 0.00360283 0.0382634 0.0371299 0.0356924 0.032232 0.030938 0.0295807 0.0277167 0.0259438 0.0241802 0.018926 0.0160179 0.0148116 0.0131526 0.0120656 0.0104209 0.00446307 0.00300056 0.00346038 0.00525422 0.00420679 0.00315512 0.00595781
internal_count=3121 3098 3080 2793 2775 2741 2659 246 2413 2373 2357 2244 2202 1820 1740 1696 1644 1505 1325 1253 1020 911 857 740 645 113 139 116 93 117
is_linear=0
shrinkage=0.00140032


Tree=1258
num_leaves=19
num_cat=0
split_feature=1 1 1 160 52 0 2 49 1 160 51 42 43 13 43 13 49 16
split_gain=0.000143534 0.000221246 0.00023757 0.000167607 0.000164218 0.000199701 0.000175844 0.000228826 0.000160702 0.000154031 0.000331835 0.0001817 0.000232677 0.000199132 0.000172379 0.000192429 0.000174516 9.77778e-05
threshold=0.104035 0.10708500000000001 0.10937500000000001 -0.091944999999999985 -0.28430999999999995 -0.04917499999999999 0.13754500000000003 -0.043469999999999995 0.11910500000000002 -0.081639999999999976 -0.010009999999999998 -1.0000000180025095e-35 -0.078654999999999989 -0.083619999999999986 0.15359500000000004 -0.095539999999999986 -0.047584999999999995 -0.081299999999999983
decision_type=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 7 -6 -9 -5 -11 -12 13 -13 15 -14 -17 -18
right_child=1 2 4 9 5 -7 -8 8 -10 10 11 12 14 -15 -16 16 17 -19
leaf_value=-0.0018008304130635831 0.0021467912811571526 -0.0017306979613727499 -0.0009981569470281287 0.0014061865049550778 0.0016449763729164059 0.0022817043797638903 0.001844770238543353 0.00011193746350347987 -0.0018559064747037464 -0.0026152113407326202 -0.0014575452871278039 0.0026727708888391248 -0.0019217727730858219 0.00027926678808547521 0.0010959577024886394 0.00097329422548897415 -0.001719475570118884 7.519862338187308e-05
leaf_weight=0.0012199580203573488 0.0010844559113909477 0.0010639649134960294 0.0012548438579287344 0.0010121359775168712 0.0010331728297305895 0.0011173922419308018 0.0010669756540793163 0.0019217536305982108 0.0011888768035976938 0.0010048460920708416 0.0014668762097856418 0.0010007365551479852 0.0014674101137694996 0.0015968915021137321 0.0012718195124392651 0.0015180359186675076 0.0011596061484326937 0.0010011934069839978
leaf_count=364 73 70 48 164 59 141 109 97 94 353 614 125 72 139 53 52 196 298
internal_value=0 0.000355576 0.000130932 -0.000312417 0.000392136 0.000667823 0.000321745 -7.04143e-05 -0.000640169 -0.000167148 -0.000305771 -8.43914e-05 0.000139024 0.00120136 -0.000290944 -0.000633697 -0.00011991 -0.000887924
internal_weight=0 0.00973144 0.00864698 0.0137195 0.00758302 0.00632817 0.00521078 0.0041438 0.00311063 0.0124996 0.0114874 0.0104826 0.00901569 0.00259763 0.00641807 0.00514625 0.00367884 0.0021608
internal_count=3121 691 618 2430 548 500 359 250 191 2066 1902 1549 935 264 671 618 546 494
is_linear=0
shrinkage=0.004207


Tree=1259
num_leaves=31
num_cat=0
split_feature=39 9 42 151 1348 14 1456 1213 1374 1374 457 0 14 1 0 0 0 15 16 4 52 12 47 41 43 2 4 42 43 16
split_gain=0.00153733 0.00131194 0.00116907 0.000918546 0.00107091 0.00107175 0.000947899 0.000870099 0.00075837 0.000789372 0.000628317 0.000724105 0.00128124 0.00121998 0.00105319 0.000879983 0.00120589 0.00109766 0.000707182 0.000699136 0.0016513 0.000691584 0.000664988 0.000664221 0.00062168 0.000418189 0.000412424 0.000774744 0.000386395 0.000304376
threshold=0.16946000000000003 -0.036024999999999995 -0.26584999999999998 -0.5225749999999999 0.090205000000000021 0.076175000000000007 -1.0000000180025095e-35 -0.082704999999999987 -0.094929999999999987 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.10607499999999999 -0.10708499999999999 1.0000000180025095e-35 -0.084269999999999984 -0.082974999999999979 -0.077999999999999986 0.091650000000000023 -0.101115 -0.49405499999999997 0.11008000000000001 0.090840000000000018 0.096300000000000011 0.079885000000000025 -0.084794999999999995 0.11362000000000001 0.09173000000000002 0.083795000000000022 0.055925000000000009 0.10246000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5 -8 -9 -10 25 12 -12 -14 18 -16 -17 19 21 20 -18 -13 -15 24 -21 -11 27 28 29 -26
right_child=-2 2 3 4 -6 -7 7 8 9 10 11 14 13 22 15 16 17 -19 -20 23 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.001373248905701858 0.0013734863636734598 -0.0013731888432599009 -0.0012981035028739902 -0.0010169085292235723 0.0013388461002134242 -0.0011670849221085365 -0.0011789526726913369 -0.00080132386818965022 0.0012305627090575127 -0.00086733417169134765 -0.00065876890912200934 0.0006552926778067089 -0.00047654427553428058 0.0010167659487255757 0.0011201280025073003 -0.0012920822004065481 -0.0010310449572535328 -0.001088978918348694 -0.0013144205192100779 0.0010116075143389261 0.00091392484286270084 -0.0009406392967253723 0.00022117465633865997 -0.00064941194807377717 0.00053041367038911703 0.00015517915273585584 0.00082606431472144123 -0.00087358966431373762 0.00084788785360964149 -0.00047761537085878615
leaf_weight=0.0011558787466954259 0.0014240974563080036 0.0013358709258817205 0.0011236844836162154 0.0017731405738625741 0.0010350827044298674 0.0016284492230944627 0.0011344394332879473 0.0019281659192245107 0.0010934849150032724 0.0022170014321574163 0.0019576907858720469 0.0010252920764388662 0.0018204570491775389 0.0060393444414117425 0.0014400894195345402 0.0012563585601878978 0.0022475338937226622 0.0013321489840736325 0.0018381706364578474 0.003013600817323157 0.0012977902221669169 0.001021770362669816 0.0029459954820225676 0.001067911071089612 0.0010543214300149945 0.0011422645827394717 0.001846988420173501 0.0012464849425697366 0.0017589575435117411 0.001215388935247752
leaf_count=89 23 18 47 269 33 97 264 38 15 178 31 66 63 167 59 328 114 200 387 89 13 55 44 28 43 25 101 149 40 48
internal_value=0 -7.26888e-05 -0.000106224 -7.13286e-05 -4.22329e-05 -7.30794e-05 -3.32373e-05 7.3803e-06 3.95715e-05 8.0229e-05 4.77976e-05 0.000101605 0.000363144 0.000548284 -4.56918e-05 8.89293e-05 3.27569e-06 0.000104477 -0.000696324 0.000212272 -0.000319075 -0.000141301 0.000755918 0.000380413 0.000488917 -0.000519645 0.00026775 7.22672e-05 0.000364919 -9.36769e-06
internal_weight=0 0.0509938 0.0498379 0.048502 0.0473783 0.0463432 0.0447148 0.0429417 0.0418072 0.039879 0.0387856 0.0354263 0.0127635 0.0108058 0.0226628 0.0187776 0.0173375 0.0160811 0.00388523 0.014749 0.00354532 0.00204706 0.00898534 0.0112037 0.0101357 0.00335927 0.00712214 0.00527515 0.00402867 0.00226971
internal_count=3121 3098 3009 2991 2944 2911 2814 2545 2281 2243 2228 2025 305 274 1720 1212 1153 825 508 625 127 121 211 498 470 203 381 280 131 91
is_linear=0
shrinkage=0.00137286


Tree=1260
num_leaves=31
num_cat=0
split_feature=39 9 42 453 1348 1456 14 123 40 13 13 52 150 11 3 457 0 403 131 133 160 1374 0 4 4 52 42 1 1 16
split_gain=0.00115233 0.00113939 0.000991485 0.000811471 0.0012092 0.00095696 0.000854572 0.000889271 0.000623588 0.000594226 0.000847775 0.000605511 0.000557817 0.00057007 0.000825958 0.000928414 0.000824269 0.000721002 0.000864652 0.0006981 0.000645087 0.000645379 0.00105433 0.000563729 0.00101579 0.000421464 0.000472789 0.000398909 0.000321217 0.000316671
threshold=0.16946000000000003 -0.036024999999999995 -0.26584999999999998 0.10218000000000001 0.090205000000000021 -1.0000000180025095e-35 0.078320000000000015 0.083745000000000014 -0.081804999999999975 -0.53104499999999988 -0.23438999999999996 -0.43320999999999993 -0.22665999999999997 0.08976000000000002 -0.12018999999999998 -0.0029299999999999994 -0.052984999999999997 -1.0000000180025095e-35 0.10033500000000002 0.0068000000000000014 -0.098904999999999979 -0.094929999999999987 -0.23001499999999997 -0.0029599999999999995 0.15285000000000001 0.077655000000000016 0.08623500000000002 0.10672000000000002 0.11249000000000002 0.15891500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 9 -9 -7 27 -12 -13 14 19 -16 17 -17 20 -14 -19 -22 -23 25 -25 26 -24 -11 -26 -18
right_child=-2 2 3 -5 -6 6 -8 8 -10 10 11 12 13 -15 15 16 29 18 -20 -21 21 22 23 24 28 -27 -28 -29 -30 -31
leaf_value=0.0014286913828679053 0.0014287852800135986 -0.0014285782656666456 -0.0010900646357038415 -0.001262421017301508 0.0014049747219962176 -0.00092664327829818528 -0.0011978065810024131 -8.4252314010935857e-05 0.0012837686607373774 0.00034936280248540265 -0.0011019076900662789 0.00093464430910709007 0.00072884966597523042 -0.00087848449535240483 -0.0010483877016974001 -0.0010183579256975463 -0.00037295053294553751 -0.00094054889376690405 0.0012777137467458904 -0.00042764143509564461 -0.00077576568704259131 0.0011127418886158068 -0.00055053370283106513 -0.0011928713441429106 -0.00034424682613227065 0.00089821812829166342 0.00063262747948953637 0.001428396319336529 0.00047754289966272075 -0.0014230086272126721
leaf_weight=0.0010268754670970095 0.0010858365992092436 0.0011059632466690053 0.001791860574819947 0.0011162089681562284 0.0011674881619470048 0.0015043592484289539 0.0012269689763400029 0.001084544054989145 0.0018214102463218742 0.0022694742692692662 0.001142348976254092 0.0011465474508156595 0.0043934623024597273 0.0017214130640184058 0.0021514483022810884 0.0012153959469907152 0.0012771118935770666 0.0012821488147274343 0.0012220152436412937 0.0014054985335505421 0.001477019748207911 0.0022322462423289705 0.001394826546980075 0.0017099792439141523 0.001701482583825964 0.0019763375782613224 0.0013616617825267241 0.001010053524401755 0.0022582139895632736 0.0010825894459736141
leaf_count=89 23 18 286 18 35 17 70 68 109 18 229 20 108 45 152 624 72 162 45 36 40 33 166 175 42 160 93 87 24 57
internal_value=0 -5.94224e-05 -9.24626e-05 -5.97297e-05 -2.92387e-05 -6.83057e-05 -2.37254e-05 1.24318e-05 0.000773204 -4.74228e-05 -1.00924e-05 -8.06554e-05 -4.30337e-05 -8.05704e-05 -3.1762e-05 -0.000156426 -6.13837e-05 4.35993e-05 0.000121278 0.00044855 2.94763e-05 0.00011761 0.000222046 3.09144e-05 -0.000272876 0.00039484 3.39293e-05 0.000681692 0.00012442 -0.000854699
internal_weight=0 0.047277 0.0462501 0.0451441 0.0440279 0.0428604 0.0410686 0.0398416 0.00290595 0.0369356 0.0354313 0.0321517 0.0310094 0.0298629 0.0281414 0.0223425 0.020191 0.0178313 0.0166159 0.00579896 0.0153939 0.0141118 0.0126347 0.0104025 0.00566968 0.00473283 0.00275649 0.00327953 0.0039597 0.0023597
internal_count=3121 3098 3009 2991 2973 2938 2652 2582 177 2405 2388 2283 2054 2034 1989 1845 1693 1564 940 144 895 733 693 660 241 419 259 105 66 129
is_linear=0
shrinkage=0.00142833


Tree=1261
num_leaves=31
num_cat=0
split_feature=31 160 1213 52 133 457 1 48 147 159 129 48 51 43 12 47 3 14 47 1 13 0 15 15 0 3 43 13 47 48
split_gain=0.00118502 0.000734384 0.000674052 0.000693401 0.000835972 0.000659705 0.000674292 0.00078213 0.000899371 0.000645859 0.000711419 0.000627638 0.00108836 0.0007924 0.000562496 0.000569586 0.000556326 0.000524211 0.000570382 0.000636538 0.000480681 0.000403717 0.000704295 0.000961604 0.000566428 0.000521146 0.000495663 0.000429543 0.000366021 0.000330027
threshold=-1.0000000180025095e-35 -0.40698999999999991 -0.082704999999999987 -0.52017999999999986 -0.25159999999999993 0.51767500000000011 0.104035 -0.084964999999999985 1.0000000180025095e-35 0.091530000000000014 0.08326500000000002 0.12879500000000002 0.12808000000000003 -0.27207999999999993 0.10742000000000002 0.086380000000000012 0.10299500000000002 -0.46885499999999997 0.090100000000000013 0.13146500000000003 -0.13710499999999998 -0.060129999999999996 -0.091604999999999978 -0.0063699999999999989 0.15398500000000004 -0.08824499999999999 -0.084004999999999982 -0.095304999999999987 0.099745000000000014 0.10891500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 9 -8 11 10 14 13 -13 -9 15 16 20 -15 -19 29 -6 22 -22 -24 -23 -25 -27 -28 -17 -20
right_child=1 2 3 4 5 -7 7 8 -10 -11 -12 12 -14 17 -16 28 -18 18 19 -21 21 24 23 25 -26 26 27 -29 -30 -31
leaf_value=0.0013462794478548968 -0.00089248310752746904 -0.0011009342610832952 -0.0010401420654430654 -0.0010820019258839732 -0.00073791189433292386 -0.00098591822173048978 -0.0008382510006597337 -0.00055008172139791721 0.0013462237177859354 -0.00093893069795582935 -0.0010618599635791211 -0.0011578127446474483 0.00045469925934065348 -0.00030933497449915089 -0.00081704787782844188 -0.001123078690057878 0.00087775414695909031 0.00096358992554591513 -0.00034558688462656058 0.0010734087394590665 0.00051533578657616413 0.0010175932323583489 -0.0010502792961146487 -0.00066013364071067541 2.5141116504801695e-05 0.00087266853485212434 0.00060247947705993794 -0.00048558383166138032 1.6288577424293415e-05 0.00055678883368676026
leaf_weight=0.0011365843510153786 0.00178031811737167 0.0010064957056374882 0.0011054613883149092 0.0011728389690648369 0.0011367811437139547 0.0010462514542268755 0.0010347376452273229 0.0013860781378127749 0.0015436244754019049 0.0013930220694429165 0.0010790050122211339 0.0013875482265177661 0.0016719501256829972 0.0011893314192334978 0.0012550953382541854 0.001039567818723163 0.0018884310436533261 0.0047939555787792631 0.00207980593307866 0.0013530437604210022 0.0037397105313046143 0.0021076556610282347 0.0018234126775395999 0.001352988700058501 0.0020600365006586685 0.001671041259393209 0.0010850485336959493 0.0016672224978080573 0.0010041552011550436 0.0011348565613502615
leaf_count=86 240 273 223 159 24 13 20 14 56 176 140 23 34 34 78 55 27 265 40 17 143 38 266 145 20 34 8 377 76 17
internal_value=0 -4.42205e-05 -1.15391e-05 1.27177e-05 3.91115e-05 6.97442e-05 9.6118e-05 0.000296954 0.000367971 -4.91173e-05 4.98666e-06 0.000267278 -0.00027661 0.000406678 5.77156e-05 0.000111074 0.00018544 0.000532367 0.000639299 0.000298945 0.000106889 0.000168819 3.71597e-05 -0.000198144 0.000527037 7.08507e-05 0.000294442 -5.66284e-05 -0.000563266 -2.70256e-05
internal_weight=0 0.0479895 0.0462092 0.0452027 0.0440972 0.0429244 0.0418781 0.0175749 0.0165402 0.0243032 0.0229102 0.0149966 0.0030595 0.0119371 0.0218311 0.0205761 0.0185323 0.010551 0.00936166 0.00456771 0.0166439 0.0155071 0.0113394 0.00759971 0.00416769 0.0057763 0.00442331 0.00275227 0.00204372 0.00321466
internal_count=3121 3035 2795 2522 2299 2140 2127 520 500 1607 1431 444 57 387 1291 1213 1082 373 339 74 1055 1031 973 830 58 564 419 385 131 57
is_linear=0
shrinkage=0.00134594


Tree=1262
num_leaves=18
num_cat=0
split_feature=14 1374 457 11 4 3 16 0 0 151 2 15 13 12 13 52 52
split_gain=0.000135319 0.000141629 0.00032917 0.000221074 0.00018598 0.000374349 0.000260204 0.000268981 0.000288715 0.000278063 0.000274962 0.00015878 0.000189127 0.000366332 0.000351452 0.00033548 0.000299478
threshold=0.076175000000000007 -0.08070999999999999 0.086800000000000016 0.089270000000000002 0.27287000000000006 0.10893000000000001 -0.36241499999999999 -0.10607499999999999 -0.08824499999999999 -0.016164999999999995 0.081685000000000021 0.090615000000000015 -0.084034999999999985 0.051320000000000005 -0.0034749999999999994 0.096795000000000006 0.10160000000000001
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 -6 -3 9 -9 -8 -11 12 16 15 -15 -14 -10
right_child=-2 2 -4 -5 5 -7 7 8 11 10 -12 -13 13 14 -16 -17 -18
leaf_value=-0.0014312313145365876 -0.0014546068420531976 -0.0015650339386309082 0.0017742011936094397 -0.0017881277838963177 0.0028465197510676873 -0.00033174961464155976 0.0027176900847691405 -0.0020028367107208771 0.0021606468638758866 0.0014650948425413979 -0.00097526738568505251 -0.0013568677580270516 -0.00038303141235807785 -1.4283169952106704e-05 -0.0029529329349197247 0.0024453910419331821 -0.00061791374543395045
leaf_weight=0.0010329810651334972 0.0010464806821328656 0.0017623876927754739 0.0017676590568498343 0.0011240386782311864 0.0011012820002310178 0.0013472372884657524 0.0010817698673282194 0.0013550353013592293 0.0016320736598804926 0.0016229849545652498 0.0014114845289716627 0.0012377432679356861 0.0016549552149580848 0.0015298654148357379 0.0011777279684759305 0.0011707467387793713 0.0010374341395547049
leaf_count=56 101 104 134 92 182 98 67 397 260 35 98 437 142 543 293 32 50
internal_value=0 3.21087e-05 0.000100773 -4.5327e-05 5.71152e-05 0.00109776 -9.56973e-05 7.79596e-05 -0.000257387 0.000957468 0.00032996 -6.85693e-06 0.00019685 -0.000229623 -0.00129251 0.000788842 0.00108083
internal_weight=0 0.0230474 0.0220144 0.0202468 0.0191227 0.00244852 0.0166742 0.0149118 0.0107956 0.00411624 0.00303447 0.00944055 0.0082028 0.0055333 0.00270759 0.0028257 0.00266951
internal_count=3121 3020 2964 2830 2738 280 2458 2354 2154 200 133 1757 1320 1010 836 174 310
is_linear=0
shrinkage=0.00404364


Tree=1263
num_leaves=31
num_cat=0
split_feature=31 39 42 151 1348 1456 14 1213 1374 1374 52 133 123 457 0 1 2 15 160 4 16 159 42 403 1 4 49 15 133 2
split_gain=0.00149547 0.00112838 0.00106583 0.000863423 0.00119572 0.00113776 0.000952166 0.000659882 0.000683262 0.000731087 0.000636686 0.000744097 0.000722817 0.000756483 0.000841152 0.000655453 0.000724503 0.00075068 0.000605454 0.00105791 0.000936837 0.000706843 0.000894314 0.00070187 0.000521366 0.000518371 0.000488753 0.000428766 0.000407796 0.000449594
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 -0.40381499999999992 0.090205000000000021 -1.0000000180025095e-35 0.076175000000000007 -0.080769999999999995 -0.094929999999999987 -1.0000000180025095e-35 -0.52017999999999986 -0.25159999999999993 0.088610000000000008 -1.0000000180025095e-35 -0.23001499999999997 0.111945 -1.0000000180025095e-35 0.095175000000000023 -0.090969999999999981 -0.49405499999999997 0.38525000000000004 0.10395500000000001 -0.0060199999999999993 0.03138500000000001 0.11955000000000002 -0.0094449999999999968 -0.088694999999999982 -0.13578499999999996 -1.0000000180025095e-35 0.10855000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 7 -7 -9 -10 -11 -12 13 25 -15 16 -16 18 -18 20 -20 22 23 -21 -17 -13 -24 -26 -28 -30
right_child=1 -3 3 4 -6 6 -8 8 9 10 11 12 -14 14 15 24 17 -19 19 21 -22 -23 26 -25 27 -27 28 -29 29 -31
leaf_value=0.0012439072840509013 -0.0012436844021938135 0.0012439055800773312 -0.0010846183204535626 -0.0010034803280062387 0.0012098303309399689 -0.000845085184258018 -0.00097808516524273905 -0.000700952116381811 0.0011059781035710778 -0.00091996202384032194 -0.00094395594817622656 0.00020955584636651598 0.00096536967771411832 0.00084519170935337532 -0.00075629844665656642 0.00090285010027354312 -0.00060825018322838685 -0.00073112456120735944 -0.0012425793941496001 -0.00096666991500697923 0.00031566592885697324 -0.00058502390300055947 -0.00023896317882532249 0.00037464775036112326 -0.00034400718574880464 -0.00084090585853846599 0.00011388983197427121 0.0004327520201216086 0.000946313158658774 0.0001336576304024137
leaf_weight=0.0014171226065142753 0.0011844019167739353 0.0010184303904168237 0.001214250417689299 0.0018735588070983846 0.001186351103321214 0.0013159575818462157 0.0015273600534335676 0.0017921909694962315 0.0010536101171680903 0.0010062950499463699 0.0010601479372356329 0.0010876228536931265 0.0014751054109414232 0.0023899339196304789 0.0019442053538938275 0.002217498338112466 0.0016110849861379331 0.0017721345147208014 0.0013700565871488197 0.0011463234524313722 0.0010566146520432085 0.0011953943991449565 0.0010051624732145834 0.0012730214767904258 0.0016344574235445108 0.0021864828556190643 0.0016287901755696063 0.003352319492060829 0.0059516867743601284 0.0012787440265507044
leaf_count=86 18 21 64 286 33 290 79 37 15 197 158 78 96 37 59 57 138 205 42 300 4 62 33 66 96 104 93 57 270 40
internal_value=0 -5.14891e-05 -7.85284e-05 -4.95404e-05 -2.24487e-05 -5.47878e-05 -1.37691e-05 2.14626e-05 4.96269e-05 8.43891e-05 5.57954e-05 8.25963e-05 0.000113187 7.63242e-05 0.00013668 7.71351e-05 -3.28258e-05 4.00955e-05 0.000118118 0.000191691 -0.000564092 0.000327756 0.000416583 -0.00026089 0.000401224 -0.000491954 0.000582741 0.000178163 0.000675971 0.00080259
internal_weight=0 0.0498092 0.0487908 0.0476064 0.0463921 0.0452058 0.0433322 0.0418048 0.0404889 0.0386967 0.0376431 0.0366368 0.0355766 0.0341015 0.0308274 0.0284375 0.0212332 0.019289 0.0175169 0.0159058 0.00242667 0.0134791 0.0122837 0.00241934 0.00720428 0.00327411 0.00986438 0.00498678 0.00885922 0.00723043
internal_count=3121 3035 3014 2996 2932 2899 2613 2534 2244 2207 2192 1995 1837 1741 1559 1522 1312 1253 1048 910 46 864 802 366 210 182 436 153 403 310
is_linear=0
shrinkage=0.00124344


Tree=1264
num_leaves=31
num_cat=0
split_feature=39 42 9 1348 1456 14 1365 1213 123 1456 42 13 13 403 49 2 0 16 13 151 15 4 40 1 13 151 160 156 1 16
split_gain=0.00111144 0.0011017 0.0010505 0.000999993 0.00103679 0.000946706 0.000835299 0.00073818 0.000699007 0.000991462 0.00080055 0.000801816 0.000947915 0.000795167 0.000821095 0.000991964 0.000780996 0.000714626 0.00121939 0.000700051 0.000722044 0.000730038 0.000694366 0.000663724 0.000638567 0.000563105 0.000615899 0.000525116 0.00070332 0.000738678
threshold=0.16946000000000003 -0.26584999999999998 -0.036024999999999995 0.090205000000000021 -1.0000000180025095e-35 0.076175000000000007 1.0000000180025095e-35 -0.082704999999999987 0.083745000000000014 1.0000000180025095e-35 0.091735000000000025 -0.53104499999999988 -0.47860499999999995 -0.088999999999999982 -0.069799999999999987 -1.0000000180025095e-35 -0.082619999999999985 0.16703000000000004 0.038215000000000006 0.089445000000000011 0.050935000000000008 -0.0024449999999999997 -0.081804999999999975 0.122185 -0.099939999999999987 -0.044604999999999992 -0.098904999999999979 0.11815500000000002 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 -1 -3 4 -4 6 7 -6 9 10 11 -9 -13 -14 19 16 -16 24 -19 20 21 -15 -10 -12 -17 -26 -27 28 29 -28
right_child=-2 2 3 -5 5 -7 -8 8 22 -11 23 12 13 14 15 17 -18 18 -20 -21 -22 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=-0.0013731030306971376 0.0013733320419341366 0.0013731420782831648 -0.0010449091648248665 0.0010582690467141054 -0.0011126530143935579 -0.0011230709461097987 -0.0010600274630739829 -0.00081838619742367674 -0.00012136410172357917 -0.0012228253127118305 -0.00075806425779517217 0.00116657607518329 -0.0009248983264451365 0.00055795929926446761 -0.0013579114124964947 0.0011843187579969143 0.00028970120772715526 -0.0012491181778649556 0.00064408468388443807 0.00066152145291872248 -0.0012218170863600873 -0.00068341226987140105 0.0012789256642454022 0.00031716838868156572 -0.00044021892041545482 -0.00040241170637494875 -0.00054242458476884837 -0.00036686239708641439 0.00088382106003900504 0.00081166548122729861
leaf_weight=0.0011539357159939803 0.001060089910424721 0.0010049826452269697 0.0020076864397631225 0.001502279123851479 0.0010359714111272114 0.0014644984100762306 0.0013613603824196288 0.001594164025959798 0.0011050998587105454 0.001186145704473728 0.0037274840603189743 0.0017329553753455676 0.0013072621835301659 0.00161051574633575 0.0011484302914368527 0.002230280969563121 0.0010272776809498929 0.001249493593607486 0.0013171386701760213 0.0012656711738685544 0.0016698675533461937 0.0020038198545151422 0.001685236737825945 0.0015245792028526495 0.001375872262705081 0.0013341319536386296 0.0015827340542187264 0.0010087542656496149 0.0079172023542124492 0.0014594607039342122
leaf_count=18 23 89 286 38 264 81 55 15 68 241 360 29 225 47 25 57 34 117 79 33 27 47 107 26 130 103 282 5 177 33
internal_value=0 -4.67577e-05 -1.64146e-05 -4.46632e-05 -7.92303e-05 -3.70145e-05 -1.24087e-06 3.22024e-05 6.03987e-05 1.32256e-05 5.17199e-05 0.000131323 0.000179785 0.000121832 0.000170354 0.000299201 -0.000579978 0.00039742 -0.000277569 -0.000255553 -0.00047521 -0.000130268 0.000724347 -0.000445944 0.000499881 0.000395884 0.000482363 0.000580992 0.000668237 0.000107186
internal_weight=0 0.0515943 0.0504404 0.0494354 0.0479331 0.0459254 0.0444609 0.0430995 0.0420636 0.0392732 0.0380871 0.032835 0.0312409 0.0295079 0.0282007 0.0216508 0.00217571 0.0194751 0.00256663 0.00654987 0.0052842 0.00361434 0.00279034 0.00525206 0.0169084 0.0146782 0.0133023 0.0119682 0.0109594 0.00304219
internal_count=3121 3098 3080 2991 2953 2667 2586 2531 2267 2092 1851 1465 1450 1421 1196 1042 59 983 196 154 121 94 175 386 787 730 600 497 492 315
is_linear=0
shrinkage=0.00137286


Tree=1265
num_leaves=20
num_cat=0
split_feature=1348 1374 484 15 52 51 15 150 151 13 1 3 42 52 3 15 3 4 48
split_gain=0.000166914 0.000388264 0.000264725 0.00023708 0.000435072 0.000310629 0.000344104 0.000276078 0.000273256 0.000264798 0.000241863 0.000272625 0.000226193 0.000242784 0.000219708 0.000199939 0.000270517 0.000127734 0.000114483
threshold=0.084620000000000015 -0.094929999999999987 -0.0068949999999999992 -0.031204999999999997 0.11434500000000002 0.082455000000000014 -0.24436499999999997 0.085075000000000026 -0.0056149999999999993 -0.0034749999999999994 0.094385000000000011 0.088060000000000013 0.088295000000000012 -0.088614999999999985 -0.075944999999999985 0.024640000000000006 -0.012304999999999998 -0.083854999999999985 0.091220000000000009
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 5 8 6 -4 10 -5 12 -8 14 13 -10 -12 16 -11 -15 -7
right_child=-2 2 3 4 -6 18 7 -9 9 15 11 -13 -14 17 -16 -17 -18 -19 -20
leaf_value=-0.0031630613193787916 0.0019480367717377817 -0.0020804981200063955 0.0024826059687520488 -0.0024879542806501157 -0.0033300444756726925 0.0012883598564530287 -0.0027669570914471992 0.0020763673112497898 0.0037369858885527522 -0.0011726117360530825 -0.0011094898378291201 -0.0023600790377675211 -0.0009687317218816762 0.0018608568757791581 0.0018568241481440948 -0.0020932892490575579 0.0022003232010328823 -0.0002914343950811416 0.0034362440312757894
leaf_weight=0.0010167167226597931 0.0010254045569668682 0.0014278316964645979 0.0013538507496828056 0.0010137443748585726 0.0011114552845547529 0.0014165885236091524 0.0012136786745317422 0.0010017089230416332 0.0010137111678538693 0.0014768361392114571 0.0010458546385905265 0.0010388288880847085 0.0010897658952375711 0.0015079190899933139 0.0015919599489180314 0.0015644695360614858 0.0010136123777222438 0.0012962010524659737 0.0011258254777066212
leaf_count=52 69 495 213 101 204 124 397 104 40 97 56 28 263 166 78 235 48 277 74
internal_value=0 -0.000124571 1.39381e-05 0.000157189 -0.000346231 0.000727439 0.000196898 -0.000328304 -1.38048e-05 0.000266045 -0.000820864 -0.000178449 0.00105159 0.00162828 0.000680724 -0.000684691 0.000200173 0.000865963 0.00223948
internal_weight=0 0.0233206 0.0223038 0.020876 0.0110877 0.0097883 0.00724588 0.00589203 0.00997626 0.00896252 0.00489032 0.00367664 0.0049076 0.00381783 0.00263781 0.00405492 0.00249045 0.00280412 0.00254241
internal_count=3121 3052 3000 2505 1431 1074 876 663 1227 1126 559 162 746 483 134 380 145 443 198
is_linear=0
shrinkage=0.00502775


Tree=1266
num_leaves=31
num_cat=0
split_feature=31 151 1348 14 1456 375 133 52 13 403 132 131 1 133 150 453 0 47 42 43 157 12 49 15 12 42 13 1 52 4
split_gain=0.00139615 0.000864476 0.00124337 0.00108177 0.00102755 0.000834067 0.000670275 0.000833143 0.000791296 0.00122814 0.000803163 0.000716524 0.000729351 0.000757489 0.000670698 0.000892874 0.00102636 0.000846956 0.00127101 0.00147839 0.000658487 0.000748478 0.000905204 0.000479115 0.00051641 0.000412978 0.000392457 0.000365266 0.000356891 0.000349761
threshold=-1.0000000180025095e-35 -0.5225749999999999 0.090205000000000021 0.076175000000000007 -1.0000000180025095e-35 0.087420000000000012 -0.25159999999999993 -0.51296999999999993 -0.084034999999999985 -0.088999999999999982 0.080640000000000017 0.092705000000000023 0.10752500000000002 0.083950000000000011 -0.22665999999999997 1.0000000180025095e-35 -0.23091999999999999 0.11402500000000002 -0.088934999999999986 -0.090869999999999992 -0.073574999999999988 -0.010834999999999999 -0.081404999999999991 0.083195000000000005 0.095330000000000012 0.08426500000000002 0.18141000000000002 0.088340000000000016 0.077655000000000016 0.25615500000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 11 -10 14 12 13 23 -11 16 -16 18 -18 26 -21 -22 -23 24 25 -9 -20 -12 29 -24
right_child=1 2 -4 -5 5 -7 7 8 9 10 27 -13 -14 -15 15 -17 17 -19 19 20 21 22 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0015163200959985609 -0.0014451830156956477 -0.0011408081099468423 0.001482250708978355 -0.0012729326655344761 -0.00094438920269044615 -0.0013139049056595611 -0.001260190760271868 0.0010816321494124073 -0.0015058972797808467 0.0010364269594529585 0.00011328899051977456 -0.00080369484222016197 0.001127924617141737 0.0009316040117105937 0.00081886592187026177 -0.0014413147254909993 -0.0013586532877727317 0.00049885883826758775 0.0011688448328218092 0.00044314251329433617 0.00064606619404768996 0.00014049108944409709 -0.0014060482868863411 -0.00064432375991893196 -0.00050542046803843388 -0.00010305330143730954 0.00019255418584216327 0.0012548585489171762 -0.00024803269110578694 -0.00054864581880394571
leaf_weight=0.001307590967145388 0.0010285173846149567 0.001864343679037094 0.0012013380775250928 0.0016827305620310531 0.0015453698965037779 0.0010743230686038876 0.0010547973112796641 0.0017929768354605358 0.0012451839010130241 0.0012453727447052634 0.0010468313587406177 0.0010279863450932689 0.0032604526449655511 0.0028819578362351272 0.0028094281034895972 0.0010956558884229741 0.0022516653063191496 0.0037422307422687586 0.0019011454157542582 0.00176468071613023 0.0010497587478444101 0.0021661595918089941 0.0037926871698492704 0.0018942199218221489 0.0013357739556454362 0.0010852359967219449 0.0018829231568533444 0.0016732931128071726 0.0012132038714707249 0.0015356943627402586
leaf_count=86 47 270 33 98 172 32 195 41 333 16 74 37 139 183 38 29 175 39 48 85 80 36 231 161 21 71 44 54 220 33
internal_value=0 -6.90684e-05 -4.19113e-05 -7.78731e-05 -3.70275e-05 6.41494e-06 3.70545e-05 7.09476e-05 0.000103082 -3.16934e-05 3.12346e-05 0.000411797 0.000513792 0.000291066 -4.94206e-05 -0.000103072 -4.22553e-05 -0.000155835 -0.000295374 -0.000138957 -0.000408918 -0.000563016 -0.000708776 -1.11513e-05 0.000273465 0.000634944 0.00068305 0.000815529 -0.00099 -0.00115894
internal_weight=0 0.0531459 0.0521174 0.0509161 0.0492334 0.047369 0.0462947 0.0447493 0.0436945 0.0304159 0.0291707 0.0132786 0.0122506 0.00899016 0.0264506 0.0252052 0.0241096 0.0213001 0.0175579 0.0153063 0.0115222 0.0097575 0.00870774 0.00610821 0.00421399 0.00287821 0.00378407 0.00272012 0.00654159 0.00532838
internal_count=3121 3035 2988 2955 2857 2587 2555 2383 2188 1535 1202 653 616 477 1074 1058 1029 991 952 777 685 600 520 294 133 112 92 128 484 264
is_linear=0
shrinkage=0.00151575


Tree=1267
num_leaves=31
num_cat=0
split_feature=31 1456 133 453 1348 14 1213 133 52 1374 1374 1373 1 11 15 15 0 0 52 2 43 4 16 3 13 13 2 2 3 1
split_gain=0.0010974 0.00091151 0.000823916 0.000840667 0.000971352 0.00121513 0.00074725 0.000769567 0.000701867 0.0006861 0.000696218 0.000718007 0.000702128 0.00118347 0.00101123 0.000856205 0.000810011 0.000921639 0.00140704 0.000769111 0.000768857 0.000613253 0.000697691 0.000612775 0.00054764 0.0005403 0.000395348 0.000385973 0.00036016 0.00057998
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.25159999999999993 0.10218000000000001 0.090205000000000021 0.076175000000000007 -0.080769999999999995 -0.16271999999999995 -0.51296999999999993 0.097240000000000007 -0.094929999999999987 0.08789000000000001 0.111945 0.088710000000000011 0.095175000000000023 -0.098289999999999975 -0.10096999999999999 -0.077999999999999986 0.083680000000000018 0.092235000000000025 -0.084794999999999995 0.26790000000000008 -0.27167499999999994 0.10299500000000002 -0.08971999999999998 -0.074519999999999989 0.086675000000000016 0.08919500000000001 0.090900000000000009 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 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 6 -4 -8 -9 10 -10 12 13 14 15 19 28 18 -18 -12 27 22 -14 -21 -22 -24 -2 -19 29 -17
right_child=1 2 3 -5 -6 -7 7 8 9 -11 11 -13 21 -15 -16 16 17 20 -20 23 24 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0014286048304289372 -0.00024640132451606299 -0.0010245124631746677 -0.0009577839784339089 -0.0012329814110478277 0.0013940466285367328 -0.0012142179673374168 0.0011087329615529686 -0.0010944026615074122 -0.00074298905290177551 -0.0010437246531636072 -0.0010344382641705183 0.0013498972016427952 -0.00085965183745334269 -0.0014285592117350169 -0.00090871731876849735 -0.00041513722414096056 -0.0014283777834779487 0.0011884440133553126 0.00058761644929232037 0.00072853819341470237 0.00030123227502909934 0.0010276727516783707 0.0012954161991443832 -0.00064823242221388169 -0.00065601902994122472 0.00021205879678698442 -0.0014284676235905233 0.00037008895414174952 0.0012297121697469322 0.0008860710532072704
leaf_weight=0.0010289213419469858 0.0010017792989769339 0.0016097734130773303 0.0014340143350215486 0.0010771909405349325 0.0010614306543317289 0.0015914688291829284 0.0014622484452830866 0.0010573147513179828 0.0018352854764742679 0.0010699096434514379 0.0020972539632890764 0.0010036290012482843 0.0010276300854457077 0.0011297715194018556 0.0019963520920649449 0.0010337929554999755 0.0017292405325870378 0.0020406053777719535 0.0011939432442280573 0.0014942765342702558 0.0030676032058636338 0.0027023324937507365 0.0011486579613730896 0.0011806097173803209 0.0020235554689689607 0.0051497413695393846 0.0013620559611027261 0.0027743424623380974 0.0020679499210700669 0.002156826453251881
leaf_count=86 132 181 281 18 34 76 39 193 50 34 109 16 9 19 201 34 395 33 248 82 30 186 51 9 205 70 156 58 30 56
internal_value=0 -6.11267e-05 -1.95149e-05 1.44679e-05 4.33471e-05 1.18158e-05 5.62856e-05 9.05479e-05 5.42176e-05 8.46372e-05 0.000115709 0.000158282 0.000125074 1.18304e-06 6.61677e-05 0.000151304 0.000293288 9.97749e-05 -0.000604966 -0.00038686 0.000307736 0.000446109 0.00023159 0.000120875 -7.92413e-05 0.000409634 -0.000927515 0.000716913 0.000765402 0.000464466
internal_weight=0 0.0515806 0.0492168 0.047607 0.0465298 0.0454684 0.0438769 0.0424429 0.0409806 0.0399233 0.0388534 0.0370181 0.0360145 0.0259861 0.0248564 0.02286 0.0180879 0.0128293 0.00292318 0.00477214 0.00990611 0.0100284 0.00732603 0.00267489 0.00509116 0.0062984 0.00236384 0.00481495 0.00525857 0.00319062
internal_count=3121 3035 2747 2566 2548 2514 2438 2157 2118 1925 1891 1841 1825 1509 1490 1289 1089 969 643 200 326 316 130 91 235 121 288 91 120 90
is_linear=0
shrinkage=0.00142833


Tree=1268
num_leaves=31
num_cat=0
split_feature=39 9 1456 42 151 1348 14 3 1213 1374 49 133 1366 15 151 15 0 1374 14 0 0 13 376 42 43 157 43 1 42 16
split_gain=0.00125651 0.00121253 0.00101659 0.000998981 0.00087761 0.000971215 0.00122043 0.000868401 0.000755937 0.000715669 0.000721365 0.000865904 0.000663074 0.000565086 0.000751021 0.000585775 0.000874742 0.00113528 0.00118621 0.00086945 0.000845562 0.000494787 0.000933606 0.000946817 0.000507077 0.000640639 0.000512875 0.000871796 0.000442635 0.000802939
threshold=0.16946000000000003 -0.036024999999999995 -1.0000000180025095e-35 -0.26584999999999998 -0.5145249999999999 0.090205000000000021 0.076175000000000007 0.30112000000000005 -0.082704999999999987 0.086000000000000007 0.10247500000000002 -0.25159999999999993 -1.0000000180025095e-35 0.097485000000000016 0.15288500000000002 0.088345000000000021 -0.12333499999999999 -0.094929999999999987 -0.10708499999999999 -0.08824499999999999 -0.10607499999999999 -0.52014499999999986 0.088470000000000007 -1.0000000180025095e-35 -0.074359999999999996 -1.0000000180025095e-35 0.022390000000000004 0.104035 0.086835000000000009 0.41553500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 7 8 -6 10 11 -10 -13 15 -15 16 17 -14 -19 20 -18 -21 23 -23 25 -25 27 -26 -27 -30
right_child=-2 2 3 4 5 -7 -8 -9 9 -11 -12 12 13 14 -16 -17 19 18 -20 21 -22 22 -24 24 26 28 -28 -29 29 -31
leaf_value=0.0013462907334394626 0.0013464069480565574 -0.00097269480273739226 -0.0013461492648442965 -0.0012603537020098585 -0.0011043782635752513 0.0013182507088680231 -0.0011611583143561891 0.00092134753628474435 -0.0011167923172748326 -0.00093447090076585098 0.0006809789405984309 -0.001030428580043532 -0.00058924603068072942 -0.00086788368621918462 0.00046294611791509256 0.00068048894346658029 -4.6235850373970669e-05 -0.00056269509545751352 0.00085049881398279847 -0.00079315541083595199 -0.0012855905366083512 -0.0008657493398747815 0.0013463159365127389 -0.00048244846983334656 -0.0012899961517921824 0.001137085048277701 0.00041994773270954478 0.00026411185902013501 -0.00026112128489724415 0.0011591089419884365
leaf_weight=0.001090869943807248 0.0011805661160906302 0.002248289388504964 0.0010492088421969461 0.0010090353533467314 0.0011286290704319848 0.0010033915347023017 0.0016380372591768824 0.0018628180544864028 0.0012294151367031594 0.0013975353487651878 0.0029920810722676707 0.0010328285375846838 0.0017394412238900259 0.0024175788675324652 0.0011259356324444525 0.0030691667759525912 0.0019928548307603933 0.001291957649300457 0.0064368708526885005 0.0011747545518119287 0.0019961763671629681 0.001874477594927316 0.0010338074244442544 0.0011478902485548836 0.001373680338927737 0.0019285524412708827 0.0015832868420790902 0.0012479167236794098 0.0017916286401398196 0.001206932218451584
leaf_count=89 23 288 17 50 264 32 80 114 147 65 188 39 16 193 4 218 39 17 130 8 220 277 18 136 194 49 42 76 74 14
internal_value=0 -5.77903e-05 -8.78088e-05 -4.70206e-05 -1.84609e-05 8.3622e-06 -2.03888e-05 2.20065e-05 -1.76802e-05 1.21722e-05 4.5507e-05 -6.30864e-06 3.21861e-05 6.40597e-05 -0.000445019 0.000122459 6.08966e-05 0.000393167 0.000614268 -0.000110531 -0.000666429 4.38594e-05 0.000118418 1.3977e-05 0.00017439 0.000423088 -0.000184917 -0.000550219 0.000634055 0.000310527
internal_weight=0 0.052115 0.0510242 0.0487759 0.0477267 0.0467176 0.0457143 0.0440762 0.0422134 0.0410848 0.0396872 0.0366952 0.0354657 0.0344329 0.00354351 0.0308894 0.0278202 0.00946827 0.00772883 0.018352 0.00398903 0.0143629 0.0131882 0.0121544 0.0102799 0.006075 0.00420488 0.0026216 0.00492711 0.00299856
internal_count=3121 3098 3009 2721 2704 2654 2622 2542 2428 2164 2099 1911 1764 1725 197 1528 1310 163 147 1147 259 888 880 862 585 273 312 270 137 88
is_linear=0
shrinkage=0.00134594


Tree=1269
num_leaves=31
num_cat=0
split_feature=31 151 1348 14 1456 375 1213 1374 1374 13 403 52 132 453 0 2 2 49 43 457 42 474 0 4 16 2 2 3 2 4
split_gain=0.00136458 0.00093828 0.00118852 0.00130068 0.00124973 0.000861647 0.000892234 0.000800824 0.000850186 0.000760966 0.00113325 0.000976936 0.000873293 0.000854885 0.00102718 0.000724747 0.00082402 0.000695947 0.000870979 0.00123272 0.00072939 0.00071226 0.000818997 0.000934523 0.000684217 0.00058557 0.000708788 0.000949086 0.000816072 0.000837753
threshold=-1.0000000180025095e-35 -0.40381499999999992 0.090205000000000021 0.076175000000000007 -1.0000000180025095e-35 0.087420000000000012 -0.082704999999999987 -0.094929999999999987 -1.0000000180025095e-35 -0.091054999999999983 -0.088999999999999982 0.11434500000000002 0.080640000000000017 1.0000000180025095e-35 -0.23091999999999999 0.097845000000000015 0.13501500000000002 0.13984500000000002 -0.053764999999999993 0.082380000000000009 -0.11466499999999999 0.084755000000000011 -0.033209999999999996 -0.27825499999999997 -0.086989999999999984 0.11093500000000002 0.090050000000000005 -0.047929999999999993 0.083995000000000014 0.09173000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -6 -8 -9 11 -11 15 13 14 -12 24 -17 18 20 21 -16 22 -20 -24 -10 26 28 -28 29 -22
right_child=1 2 -4 -5 5 -7 7 8 9 10 12 -13 -14 -15 17 16 -18 -19 19 -21 25 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0014864386324537442 -0.001319516891474494 -0.0011849903093674769 0.0014590714349146956 -0.0013079974278146717 -0.0012818705556057648 -0.0012473839182385598 -0.00085021054113662055 0.0013814569936302778 0.00057499917302914968 -0.001476203070287032 0.0010462544268997787 -0.00082287502555967204 0.00086627038381084057 -0.0012926197523333461 -0.00072505055001118555 0.0013065437606381394 -7.5233787160413406e-05 0.00092942639117965401 -0.0010843302209850416 0.00082785794598848881 -0.00086640652104594425 0.00051954939776920864 -0.00091890823447568677 0.00087089213693241046 -0.00050677132965435095 0.0012937021300721493 -0.0014861775806116425 0.00049293505536619168 0.0011584343104036102 0.00058917063799901524
leaf_weight=0.0012758722733601227 0.0012921371096084036 0.001971865336498623 0.0011459145164103282 0.0018112126320950486 0.0010783557450451111 0.0011514650794239847 0.0019318658175961892 0.001162270606130277 0.0036087355458072077 0.0011553553582344103 0.0019257694719953975 0.0012692874881690139 0.0024884252330714665 0.0011767798374013863 0.0017668116727960195 0.003822130072265395 0.0012696356451087354 0.0014092214484318069 0.0059206514471835565 0.0014623176223347292 0.0014484649744153089 0.0010466756783760198 0.0013779827580293613 0.0012098316519804329 0.0020104755111711716 0.001182399176072658 0.0011392334882884825 0.0010089875907119961 0.0021914651510979155 0.0021984674871651233
leaf_count=86 64 270 33 97 262 32 38 15 81 345 34 61 134 41 60 82 49 41 453 45 174 52 96 25 56 96 117 23 140 19
internal_value=0 -6.85558e-05 -3.76741e-05 -7.11755e-05 -2.58146e-05 2.23945e-05 5.39997e-05 8.58819e-05 0.000127693 9.30713e-05 -3.29696e-05 0.000409838 2.4621e-05 -5.45166e-05 3.09801e-06 0.000555918 0.000961996 -8.28893e-05 -0.000147872 -0.000442766 0.000149224 -0.000637222 -0.000779523 -8.21569e-05 0.000187957 0.000317691 0.000173195 -0.000556618 0.000441728 1.10539e-05
internal_weight=0 0.0536342 0.0523421 0.0511961 0.0493849 0.0474131 0.0462616 0.0451832 0.0432514 0.0420891 0.0301088 0.0119803 0.0289535 0.0264651 0.0252883 0.010711 0.00509177 0.0233625 0.0219533 0.0110175 0.0109358 0.00955514 0.00850847 0.00258781 0.00561921 0.00916902 0.00798662 0.00214822 0.0058384 0.00364693
internal_count=3121 3035 2971 2938 2841 2571 2539 2277 2239 2224 1895 329 1550 1416 1375 268 131 1341 1300 671 629 626 574 121 137 569 473 140 333 193
is_linear=0
shrinkage=0.00148603


Tree=1270
num_leaves=21
num_cat=0
split_feature=1456 1213 453 0 2 150 11 159 133 52 160 13 13 15 48 3 49 133 16 52
split_gain=0.000370821 0.000267283 0.000280024 0.000253238 0.000256412 0.000302521 0.000239362 0.000233223 0.000261203 0.000216025 0.000239195 0.000403363 0.000241044 0.000213368 0.000196303 0.000193202 0.000173914 0.000148536 0.000125123 0.000124871
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -0.23091999999999999 0.113445 0.08882000000000001 0.081790000000000015 0.089465000000000017 0.10622000000000002 -0.40306999999999998 -0.081399999999999986 -0.075974999999999987 0.24813000000000004 1.0000000180025095e-35 0.081275000000000014 -0.010424999999999999 0.09517500000000001 0.083950000000000011 -0.097644999999999996 -0.012859999999999998
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 7 8 9 -5 -11 17 14 16 15 -13 19 18 -12 -6
right_child=1 2 -4 4 13 -7 -8 -9 -10 10 11 12 -14 -15 -16 -17 -18 -19 -20 -21
leaf_value=-0.0026978035140794196 -0.002178534027587426 0.0020154159387101682 -0.0018977359763344482 -0.0013051996584062203 0.0034485801676045914 -0.0019017604148482796 -0.0019934752400071329 -0.0017371652178295651 -0.0015401719808979006 -0.00083579917457675922 0.0027514553957094312 -0.0022057539363240465 0.0018130938617316691 -0.00055489450305603173 0.0012020324980529624 0.00033325149412283505 0.00026137253391559485 0.0034495033528619593 0.00064673560514774036 0.0012895495345008963
leaf_weight=0.0010005378077289065 0.0010051498851675325 0.0015720257748403866 0.0012329333536891243 0.0010241991983781203 0.0011387788258954146 0.0016734073162656396 0.0010089134379120965 0.0010708261095377933 0.0012043233027661535 0.0014438699283750864 0.0010062339031922107 0.0013072596639419612 0.001498267909060047 0.0011349695479898614 0.001141948491546696 0.0010999893338206144 0.0011133635391851193 0.001332459887358306 0.0012780301406472008 0.0010052890457514776
leaf_count=288 461 57 75 126 113 182 116 169 276 267 42 284 23 64 110 41 113 86 101 127
internal_value=0 7.55354e-05 0.000172829 0.000288583 0.000156047 -0.000104948 0.000103621 0.000261429 0.000434909 0.000648579 0.000846546 0.00112691 0.000311491 0.00111209 -0.0003224 -0.00104556 0.00169291 0.00226489 0.00157388 0.00243628
internal_weight=0 0.0242922 0.0232871 0.0220542 0.0204821 0.0160897 0.0144163 0.0134074 0.0123366 0.0111323 0.0101081 0.00866419 0.00504747 0.0043924 0.0035492 0.00240725 0.00325743 0.00361672 0.00228426 0.00214407
internal_count=3121 2833 2372 2297 2240 1823 1641 1525 1356 1080 954 687 458 417 435 325 353 229 143 240
is_linear=0
shrinkage=0.0044645


Tree=1271
num_leaves=19
num_cat=0
split_feature=43 52 15 156 158 15 42 15 0 13 13 13 42 4 1 0 1 43
split_gain=0.000159266 0.000216861 0.000200331 0.000243953 0.000211292 0.000204819 0.00048806 0.000345494 0.000385412 0.000228026 0.00029505 0.000256662 0.000208045 0.000224426 0.000292465 0.000197465 0.000196964 0.00015941
threshold=0.24789500000000006 0.41423000000000004 -0.24436499999999997 0.091255000000000017 0.083065000000000014 1.0000000180025095e-35 0.083995000000000014 -0.095869999999999983 -0.20211999999999997 -0.10278499999999999 -0.063184999999999977 -0.004174999999999999 -1.0000000180025095e-35 0.0061450000000000003 0.086560000000000012 -0.077809999999999976 0.10752500000000002 -0.084004999999999982
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 7 15 8 -4 -9 -11 -12 -13 14 -14 -7 -10 -8
right_child=-2 -3 3 -5 -6 6 17 9 16 10 11 12 13 -15 -16 -17 -18 -19
leaf_value=0.0014857258353662296 -0.0015711256961611535 -0.0018709562212934081 -0.0025313758240199224 -0.0020311026799817214 -0.0017861233419494305 -0.0027219725788980866 0.0021215121135641458 0.0024487075280093143 -0.0008089822219738709 -0.0014407020229386151 0.002985825862105271 -0.00074776042991931975 0.0015273388470461275 0.0023958235678654314 -0.0014134608314880653 -0.00050753012103192251 0.0014096307310847954 -0.00015209782127553674
leaf_weight=0.0018561674362942383 0.0011755985368659952 0.0010378654958352876 0.0012370443669169617 0.001020904428316676 0.0010156970487873443 0.0015211097168933985 0.00115142065984708 0.001580037448917433 0.0014449238005371174 0.0010622913181899075 0.0010109496999947077 0.0014742106061217397 0.0015533368989278052 0.0015906638233325054 0.0010393949944678127 0.0014467180795841852 0.0015035728191605813 0.0011203861542741222
leaf_count=235 188 178 28 208 273 390 64 75 174 380 90 122 42 54 78 113 50 379
internal_value=0 4.70742e-05 0.000135044 1.43524e-05 0.000120075 0.000223412 -0.000496662 0.000502962 -0.000521046 0.000963286 0.000659694 0.000994284 0.000638419 0.0011269 0.000348408 -0.0016425 0.00032239 0.00100024
internal_weight=0 0.0236667 0.0226288 0.0207727 0.0197518 0.0187361 0.00523963 0.0134964 0.00418554 0.00931088 0.00773085 0.00666856 0.00565761 0.0041834 0.00259273 0.00296783 0.0029485 0.00227181
internal_count=3121 2933 2755 2520 2312 2039 946 1093 252 841 766 386 296 174 120 503 224 443
is_linear=0
shrinkage=0.00429114


Tree=1272
num_leaves=20
num_cat=0
split_feature=1348 51 1 11 4 3 42 43 131 52 2 2 43 1375 13 0 16 13 42
split_gain=0.000149837 0.000203276 0.000309247 0.000319611 0.000213407 0.000353407 0.000233841 0.000222259 0.000222205 0.000253148 0.000236222 0.000613948 0.000214187 0.000389769 0.000290636 0.000206968 0.000194331 0.000141914 0.000132123
threshold=0.084620000000000015 -0.40274499999999996 0.13559000000000002 0.089270000000000002 0.27834500000000006 0.10893000000000001 0.091735000000000025 -0.17390999999999998 1.0000000180025095e-35 0.11434500000000002 0.089885000000000007 0.084715000000000013 0.0034250000000000005 -0.012484999999999998 -1.0000000180025095e-35 -0.084269999999999984 -0.024819999999999998 -0.13710499999999998 0.10705500000000003
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 -6 7 16 9 10 11 15 13 -12 -15 -9 -3 -14 -8
right_child=-2 2 -4 -5 5 -7 18 8 -10 -11 12 -13 17 14 -16 -17 -18 -19 -20
leaf_value=-0.0022607577183970289 0.0018137355397833713 -4.731304208468603e-05 0.0019053571356231857 -0.0028980768880771321 0.003478200179726275 -0.00053733548064137284 -0.0029484691231853001 -0.00061001090816005792 -0.0022795867509295903 -0.002278608586533381 0.0026073037686137838 -0.0039526138156524109 0.00080165240439962623 0.00055755446785528851 -0.0024147221068403901 0.00203570681828025 0.0029673289027786721 0.0032700996124282473 -0.00052331321831727785
leaf_weight=0.0010226357042417691 0.0010250364965527217 0.0010221894754369742 0.0018701391452455854 0.0010058178370009321 0.0010406291436729767 0.0010906263578362996 0.001093293456951693 0.0019152909871766877 0.0011914989518962979 0.0011189261758389754 0.001137028514907712 0.0010712380727915805 0.0011754119132092455 0.0018222274346066936 0.0014239126471147223 0.0011495923078819227 0.0010565302286158458 0.0010912341113664681 0.0010899833813255988
leaf_count=113 69 72 174 87 129 47 267 236 327 209 21 492 16 206 134 171 51 79 221
internal_value=0 -0.000111699 -1.34358e-05 -0.000188519 -4.86846e-05 0.00142333 -0.000229418 -1.2414e-05 -0.000250077 -4.69529e-05 0.000184558 -0.000740381 0.000759861 0.000123704 -0.000746229 0.000382359 0.00148491 0.00199004 -0.00173773
internal_weight=0 0.0233882 0.0223656 0.0204954 0.0194896 0.00213126 0.0173584 0.0151751 0.0130964 0.0119049 0.0107859 0.00413612 0.00664981 0.00438317 0.00324614 0.00306488 0.00207872 0.00226665 0.00218328
internal_count=3121 3052 2939 2765 2678 176 2502 2014 1891 1564 1355 899 456 361 340 407 123 95 488
is_linear=0
shrinkage=0.00492917


Tree=1273
num_leaves=18
num_cat=0
split_feature=1 0 15 4 403 4 147 48 2 14 1 1 15 3 0 0 2
split_gain=0.000148617 0.000295896 0.000280266 0.000182506 0.000177942 0.000342082 0.000267462 0.000247783 0.000307898 0.000446685 0.000277651 0.000245845 0.000199924 0.000175923 0.000122852 0.00010065 9.80134e-05
threshold=0.077565000000000009 -0.059114999999999994 0.083935000000000023 -0.49405499999999997 0.03138500000000001 -0.064804999999999988 1.0000000180025095e-35 0.12879500000000002 0.089885000000000007 -0.10708499999999999 0.12958500000000003 0.10684 0.013270000000000002 0.088060000000000013 -0.10151999999999999 -0.11756999999999999 0.10497000000000002
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 5 12 7 8 10 -10 14 13 -2 -11 15 -7 -5
right_child=4 3 -4 16 -6 6 -8 -9 9 11 -12 -13 -14 -15 -16 -17 -18
leaf_value=-0.0026548492714142113 -0.00028688721938006283 -0.00095329813080803887 -0.00020429152148865494 0.0014278734630518036 0.0015553468818388185 -0.0010980860149740624 0.0018010608097367724 -0.0016124021587936679 -0.00085103240208584926 0.0021663796302825952 0.001017247003410261 0.003246268113544502 -0.0024449412790363057 -6.7609590929478198e-05 -0.0017362799881847218 0.0004175652188863626 -0.00011775267430055518
leaf_weight=0.0014591970636868143 0.0015001013434350332 0.0013981025853744278 0.0013639862701191885 0.0015082229457448193 0.0012949106579043237 0.0013251520630070956 0.001601508608817249 0.0011418965903260423 0.0013386198267508753 0.0010432940867470819 0.0017128064447548552 0.0011656451946415736 0.0011422176750989221 0.0010875494028965704 0.0014898895050821093 0.0013222574472138149 0.0010520683050954105
leaf_count=802 186 35 658 34 109 52 115 47 89 54 71 139 273 23 302 25 107
internal_value=0 -0.000509578 -0.00147089 0.000176046 0.000169997 5.69666e-05 0.000311985 0.000106881 0.00029412 0.00104236 -0.000298716 0.00181121 -0.00121977 0.00102619 -0.000843513 -0.000341089 0.000792749
internal_weight=0 0.00678158 0.00282318 0.00395839 0.0171658 0.0158709 0.0132286 0.0116271 0.0104852 0.00463511 0.00585011 0.00329649 0.00264232 0.00213084 0.0041373 0.00264741 0.00256029
internal_count=3121 1636 1460 176 1485 1376 917 802 755 305 450 216 459 77 379 77 141
is_linear=0
shrinkage=0.00388662


Tree=1274
num_leaves=31
num_cat=0
split_feature=31 39 42 401 453 1348 14 1456 133 123 480 40 1374 51 15 1 124 43 16 150 403 43 12 49 157 42 2 160 1 4
split_gain=0.00123823 0.00115652 0.0011444 0.000937408 0.000890137 0.00098079 0.00109579 0.000938687 0.000777844 0.000890324 0.000743421 0.000716407 0.00070413 0.000754789 0.000911377 0.000646114 0.00103309 0.000687003 0.000608766 0.000826909 0.000618065 0.000710342 0.000950151 0.000811017 0.00102466 0.000541486 0.000572929 0.000417259 0.000850825 0.000627003
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 0.10076500000000001 0.10218000000000001 0.090205000000000021 0.076175000000000007 -1.0000000180025095e-35 -0.25159999999999993 1.0000000180025095e-35 1.0000000180025095e-35 -0.081804999999999975 -0.094929999999999987 0.078435000000000019 0.024640000000000006 0.13146500000000003 -1.0000000180025095e-35 0.15359500000000004 -0.54165499999999989 0.10124000000000001 -0.088999999999999982 -0.084004999999999982 0.11650500000000001 0.10247500000000002 -0.076494999999999994 0.085730000000000015 0.090175000000000019 -1.0000000180025095e-35 0.10723500000000001 -0.053309999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 10 12 -11 -10 15 -15 16 -14 18 -18 20 -20 22 25 24 -23 -22 -27 -26 29 -29
right_child=1 -3 3 -5 -6 -7 -8 8 9 11 -12 -13 13 14 -16 -17 17 -19 19 -21 21 23 -24 -25 27 26 -28 28 -30 -31
leaf_value=0.0012940532341825677 -0.0012939605181338169 0.0012940397152732598 -0.00089732602075560366 -0.0012386308146126702 -0.0011371796235958957 0.0012565481703045297 -0.0010982203651903086 -0.00084047624401295009 -0.0007475904892602261 4.719648193979413e-05 -0.00091477781499986271 0.0012871969814933653 -0.0011764247584432569 0.00071359935606326262 -0.00049570486538381487 0.00075333580357502417 0.0008784489099855911 0.00070522961831457026 -0.00095870423769183876 -0.0011908744589843997 0.00081531262015037908 0.0006340876714083757 -0.00083349397841276274 0.00079488767018026077 -0.0012402632198243622 0.00071653032933667626 -0.0004764978558575729 -0.00017833050187989076 0.00067002338056785518 -0.00094964866020982321
leaf_weight=0.0011724377035309255 0.0012630539959523892 0.0010495207687952748 0.0018094155422141425 0.0010810228849162931 0.001166534033288257 0.0010280189570330825 0.0015283780973218688 0.0015690629270284076 0.001694256284032746 0.001383055727912641 0.0013365943539722638 0.0017876745388500917 0.0012700648200905098 0.0056330956481325236 0.0012799806440217942 0.0018474686106388907 0.001132518029803172 0.0022284719648109066 0.0011510178488132175 0.001093429572989634 0.0038905773142074952 0.0016960129947847244 0.0010239470765895931 0.001287298276610894 0.001019679065842106 0.0012295920073923661 0.0014900647702944525 0.0038687385440070296 0.0011485553123407044 0.0032418286246738469
leaf_count=86 18 21 268 164 18 33 86 175 47 74 220 102 35 149 68 75 40 29 305 79 154 84 16 77 108 41 37 342 43 127
internal_value=0 -5.02679e-05 -7.78353e-05 -4.70631e-05 -2.06865e-05 6.63592e-06 -2.09136e-05 1.55848e-05 5.37308e-05 8.73501e-05 3.31689e-05 0.000746315 6.72042e-05 0.000106055 0.000489692 1.33866e-05 -3.76758e-05 1.90374e-05 -4.66672e-05 -9.39877e-05 -3.70033e-05 1.63179e-05 0.000326114 -0.000176556 -0.000290502 0.000505741 6.28856e-05 -0.000459502 -0.000363108 -0.000529988
internal_weight=0 0.0522289 0.0511794 0.0499164 0.0488353 0.0476688 0.0466408 0.0451124 0.043303 0.0417339 0.0385632 0.00317073 0.0372266 0.0355323 0.00691308 0.0286193 0.0267718 0.0255017 0.0232733 0.0221407 0.0210473 0.0198963 0.00763418 0.0122621 0.0109748 0.00661023 0.00271966 0.0092788 0.00825912 0.00711057
internal_count=3121 3035 3014 2996 2832 2814 2781 2695 2427 2252 2076 176 1856 1809 217 1592 1517 1482 1453 1413 1334 1029 248 781 704 232 78 620 512 469
is_linear=0
shrinkage=0.00129368


Tree=1275
num_leaves=31
num_cat=0
split_feature=31 39 42 151 1348 14 150 1456 1213 52 133 13 132 16 157 0 48 52 15 0 4 1 4 43 484 49 4 1 15 2
split_gain=0.00123658 0.00112693 0.00118314 0.000876703 0.00102694 0.00122155 0.000848441 0.00138703 0.000852093 0.000703452 0.00101226 0.000889095 0.000937274 0.000949637 0.000979865 0.00104405 0.000851021 0.000755718 0.00100811 0.000618282 0.000606423 0.000884488 0.000875644 0.000579031 0.000509638 0.000474346 0.000754519 0.000460377 0.000778575 0.000842538
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 -0.5225749999999999 0.090205000000000021 0.076175000000000007 -0.22665999999999997 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.52017999999999986 -0.25159999999999993 -0.084034999999999985 0.080640000000000017 0.25084500000000004 -0.077384999999999995 -0.23091999999999999 0.093265000000000015 0.10160000000000001 -0.049819999999999996 -0.077809999999999976 -0.0016099999999999997 0.11212500000000002 -0.35136499999999998 -0.52440999999999993 0.08660000000000001 -0.072814999999999977 -0.097604999999999983 0.10752500000000002 0.091475000000000015 0.090425000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 -8 -9 -10 -11 17 13 14 24 -16 20 27 -19 -14 22 -22 -17 -15 -13 -24 -27 28 29 -12
right_child=1 -3 3 4 -6 -7 7 8 9 10 11 12 19 23 15 16 -18 18 -20 -21 21 -23 25 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0013462519864844685 -0.0013462144862803152 0.0013463654511612702 -0.0012935688204835688 0.00094182292497805599 0.0013156209326501843 -0.0011713408325090657 -0.0013460298856785534 -0.00081830086469779459 -0.0010332029213292241 -0.0011003048223850601 -5.0943432999145596e-05 -2.1220356513191795e-05 -0.00012345706363614198 0.0013464635554303523 0.00042557435399896151 -0.0011971702539700577 0.0002167396775438337 0.00085137080580284855 -0.00081989791622750325 0.0011864581345090105 -0.0012595765521346346 -0.00021252362001936086 0.00056067266266667871 8.0613845231195522e-05 0.0012999460872083939 0.00030415580572216468 -0.0010748293914316547 0.00099607680754770301 -0.00058230576391502876 0.0010211647686147465
leaf_weight=0.0011585313205051398 0.00131792839126632 0.0010126349036312368 0.0010129272958625526 0.0016188930325711217 0.0010084873137898845 0.0017175157225590701 0.0014475209073370179 0.0022214265926598911 0.0010817286327693401 0.00130194093323066 0.0022170151538225547 0.0010591517339584291 0.0010408572977391728 0.0011505957809276879 0.0028016678153619376 0.0015100835919841116 0.0027024330833835828 0.0010232289683784757 0.001811133514966202 0.0017506685176424943 0.0042742211671287483 0.0022209718306220871 0.0016539804834430072 0.0015186409594800656 0.0010565793244659005 0.0015307459072317776 0.0013551176088895233 0.0031552108328423145 0.0012570856154905385 0.0033111294630234767
leaf_count=86 18 21 47 23 33 97 267 447 194 149 183 66 95 3 38 32 73 57 49 67 149 73 45 90 22 32 448 133 26 58
internal_value=0 -5.96518e-05 -8.74987e-05 -5.41949e-05 -2.84685e-05 -5.68324e-05 -1.52847e-05 -5.01406e-05 -6.52245e-06 3.76934e-05 6.68709e-05 0.000106443 -3.81579e-05 -0.000128159 -0.000228023 -0.000329604 -0.000468365 0.000396507 -0.000216556 0.000698039 -0.000615948 -0.000901546 -0.000309329 0.000626268 0.00063856 -1.40078e-05 -0.000343376 0.000571312 0.000373791 0.000591205
internal_weight=0 0.0521415 0.0511289 0.049811 0.048798 0.0477895 0.046072 0.0444531 0.0430056 0.0407842 0.0397025 0.0384005 0.0256257 0.0228342 0.020165 0.0180492 0.0152476 0.0127748 0.00283436 0.00279153 0.0125451 0.00649519 0.00604993 0.00266924 0.00211573 0.00453984 0.00288586 0.00994044 0.00678523 0.00552814
internal_count=3121 3035 3014 2996 2949 2916 2819 2796 2529 2082 1888 1739 1233 1071 978 890 852 506 106 162 779 222 557 93 88 525 480 400 267 241
is_linear=0
shrinkage=0.00134594


Tree=1276
num_leaves=20
num_cat=0
split_feature=41 2 483 16 150 48 151 130 16 15 150 52 123 4 13 3 1 15 15
split_gain=0.000161559 0.000198015 0.000164588 0.000162868 0.000307798 0.000283769 0.000179562 0.000177335 0.000464978 0.000352183 0.000215167 0.00017373 0.000173552 0.000197312 0.000250707 0.00022063 0.00020775 0.000144766 4.28207e-05
threshold=0.078475000000000017 -0.0091949999999999983 0.085050000000000014 -0.36241499999999999 -0.045534999999999992 0.092475000000000016 -0.00099499999999999979 -0.0015749999999999998 -0.25582999999999995 0.090615000000000015 0.08882000000000001 -0.075329999999999994 0.082585000000000006 -0.084369999999999987 -0.011289999999999998 -0.083924999999999986 0.086105000000000015 -0.055554999999999993 -0.10091499999999999
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 6 -5 7 -3 -6 -9 10 12 -7 13 14 -10 -15 -17 18 -18
right_child=-2 2 -4 4 5 11 -8 8 9 -11 -12 -13 -14 15 -16 16 17 -19 -20
leaf_value=0.0019295648941065181 -0.0014575827411678023 -0.0023545555712058399 -0.0017301713029707403 0.0025733928332400615 -0.0019531559010573518 0.00013391936886280258 -8.2502765208543709e-05 0.0027960047032380133 0.00075075355761995732 -0.0026254686571128287 -0.0017393762746894428 0.0024192155469475157 -0.0015395308312660834 0.0026489932920617564 -0.0019991340339415393 -0.0012508812219993459 0.0008619904553202704 0.0021062511058781408 -0.00042059512560320325
leaf_weight=0.001083995598372133 0.001474315683585913 0.0010795824068381421 0.0010732647102401618 0.0010481274475839788 0.0010380392172616307 0.0011903913388158216 0.0019376632589087573 0.0010610559579085034 0.0013528534039786155 0.0011598998373081306 0.0012959303232502615 0.0014966486369862855 0.0010164540737909187 0.0011304838014503651 0.0012918303789112287 0.0010933908689955817 0.0010672001381859531 0.0013744162288333861 0.0010097180947266082
leaf_count=158 148 72 321 76 235 77 160 30 84 410 125 112 62 211 232 409 36 80 83
internal_value=0 6.73417e-05 -2.56106e-05 6.30094e-05 0.000227076 7.87355e-05 -0.000895452 -0.000178157 -3.48066e-05 -0.000289522 -3.46881e-05 0.0014068 0.000201931 0.000414688 -0.000592465 0.000884028 0.000444999 0.000982258 0.000238446
internal_weight=0 0.0228009 0.021717 0.0206437 0.0176264 0.0165783 0.00301725 0.0138913 0.0128532 0.0117922 0.0106323 0.00268704 0.00933635 0.00831989 0.00264468 0.00567521 0.00454473 0.00345133 0.00207692
internal_count=3121 2973 2815 2494 2262 2186 232 1997 1762 1732 1322 189 1197 1135 316 819 608 199 119
is_linear=0
shrinkage=0.0044645


Tree=1277
num_leaves=19
num_cat=0
split_feature=43 42 40 484 48 4 3 16 0 43 0 1 48 13 1 2 0 1
split_gain=0.000137416 0.000234147 0.00040686 0.000251241 0.000237649 0.000245214 0.000272519 0.000202315 0.00031443 0.00025851 0.000240459 0.000225775 0.000283526 0.000212907 0.000159162 0.000155197 0.0001124 0.000101532
threshold=0.24789500000000006 -0.11466499999999999 -0.013874999999999998 -0.0068949999999999992 0.12737000000000001 0.27834500000000006 0.11296500000000002 -0.36241499999999999 -0.10607499999999999 -0.074359999999999996 -0.077999999999999986 0.10781 0.086260000000000017 -0.095304999999999987 0.099195000000000019 0.089320000000000024 -0.22491999999999998 0.095285000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 14 -4 5 7 -7 -5 11 10 -10 12 16 -11 -3 -12 -9 -15
right_child=-2 2 3 4 -6 6 -8 8 9 13 15 -13 -14 17 -16 -17 -18 -19
leaf_value=-0.0015427954188060424 -0.0013876562979608508 0.00077935922918510913 -0.0017912421764984402 -0.0013821225121447716 -0.0016449507183236743 0.0029630869280690658 7.6770342366242004e-05 0.0020642084476747312 -0.00093751299360116526 0.00014536635879496899 0.0019522110051371012 0.0024073270888106141 -0.001295719397869969 -0.0024412983863440281 0.0028798198946709598 -1.2771419845518506e-05 0.00024754325313974091 -0.00078310810573764902
leaf_weight=0.0014182800720246016 0.0011447855067523429 0.001304226795177498 0.0012564866293870427 0.001512199371232364 0.0012160924610635773 0.0010436987867958871 0.0010971412938667324 0.0012499983709517437 0.0014039988421151173 0.0015720720543397314 0.0015630938167277009 0.0013588921626634942 0.0010420020136789887 0.0014596472889662083 0.0010769437534813853 0.001134039631395023 0.0010042895033572875 0.0010297285909324216
leaf_count=160 188 67 455 83 48 115 81 25 400 76 74 48 39 738 217 104 62 141
internal_value=0 4.81417e-05 0.000153954 -4.40719e-05 8.0048e-05 0.00020741 0.0014839 1.67073e-05 0.000181737 -0.000296543 0.000419576 0.00102037 0.000448601 -0.00101966 0.00172934 0.00112601 0.00125488 -0.00175539
internal_weight=0 0.0227428 0.0213246 0.0189434 0.0176869 0.0164708 0.00214084 0.01433 0.0128178 0.00816258 0.00410113 0.00465518 0.00329629 0.00406145 0.00238117 0.00269713 0.00225429 0.00248938
internal_count=3121 2933 2773 2489 2034 1986 196 1790 1707 1533 578 174 126 955 284 178 87 879
is_linear=0
shrinkage=0.00404364


Tree=1278
num_leaves=31
num_cat=0
split_feature=31 160 150 1456 474 4 11 51 16 4 0 0 15 12 16 1 49 16 11 4 2 151 3 43 133 51 12 0 12 0
split_gain=0.00132564 0.000799331 0.000673715 0.000876416 0.000821711 0.000973577 0.000898364 0.000793244 0.000701598 0.000693981 0.000864694 0.00107248 0.00106237 0.00164734 0.000813791 0.000806425 0.000720173 0.000628665 0.000542783 0.00041789 0.000425401 0.000404107 0.000361326 0.000698262 0.000449945 0.000326297 0.000326083 0.000400645 0.000311419 0.000300569
threshold=-1.0000000180025095e-35 -0.40698999999999991 -0.22665999999999997 -1.0000000180025095e-35 -1.0000000180025095e-35 0.27044500000000005 1.0000000180025095e-35 0.12547500000000003 -0.062804999999999986 -0.083854999999999985 -0.10607499999999999 -0.060129999999999996 0.090455000000000021 0.088615000000000013 -0.014754999999999999 0.086105000000000015 -0.081404999999999991 0.51524500000000006 0.087830000000000005 -0.49405499999999997 0.10613000000000002 -0.072119999999999976 -0.08824499999999999 -0.13868499999999997 0.083950000000000011 -0.095579999999999984 0.082480000000000012 -0.23091999999999999 0.085440000000000016 -0.20211999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 7 9 -9 19 14 12 -12 -14 15 -11 -17 -13 21 20 -6 -7 23 -21 -24 -16 27 -18 -25 -29
right_child=1 2 3 4 5 18 -8 8 -10 10 11 17 13 -15 25 16 26 -19 -20 22 -22 -23 24 28 -26 -27 -28 29 -30 -31
leaf_value=0.0012940298841303129 -0.0009017677123803698 0.00072933116408443858 -0.0010439797710494331 -0.0011558180026622312 -0.00070379184007200268 0.00011505719751577623 -0.00092695688054251363 0.0012478334135051161 -7.8670623898961225e-05 -0.00085941012346552894 -0.0011789998193720438 0.0005594907739532003 0.00090248089969406284 -0.0012938110374633479 0.0001154412932060206 0.00071698504793982481 0.00021071490680914869 -0.00048619733475060441 -0.00015210844623065613 -0.00073593221916723526 0.00031088809391826764 0.0010092500725443611 0.00024440680578915791 -9.0410928811997512e-06 0.0012373160912275524 0.0010287269849354145 0.00028963053445063244 -0.0011316489629351633 0.00095430482866444273 -0.00028370290537925468
leaf_weight=0.0012334007156662432 0.001834362982227943 0.001871344152874598 0.0014738936836633512 0.0010581561337450465 0.0014109890207798514 0.0011969179339668123 0.0019749162481819118 0.0014675087066926551 0.0012237790730793554 0.0021098809926094484 0.0042891921538253872 0.0020165870905018077 0.0012643149889282057 0.001043105295505109 0.0011157875730987143 0.0019762187164928963 0.0013077624271318217 0.0018402874194656249 0.001550933323130721 0.0011135168914471194 0.001356101513010799 0.0028836447266256107 0.0016068374114541692 0.0010317970029634083 0.0014558918643139407 0.0015844028439104757 0.0017081835835597303 0.0012432313742465357 0.0012324096404028317 0.0016000087679444112
leaf_count=86 240 30 232 108 32 60 125 30 54 69 872 110 32 240 12 31 8 28 32 80 9 213 100 44 36 53 13 11 89 42
internal_value=0 -6.3979e-05 -3.12863e-05 -6.28214e-05 -2.97008e-05 -1.73152e-06 -7.80547e-05 -3.01513e-05 0.000644647 -8.63653e-05 -0.000206075 -0.00048137 -0.000798215 -9.03871e-05 2.14994e-05 -0.000149504 4.16568e-05 6.05462e-05 0.000499356 0.000213951 -0.000206515 0.000746964 0.000394602 0.000102819 0.000716394 0.000651334 -0.000186122 -0.000381899 0.000515309 -0.000654475
internal_weight=0 0.048842 0.0470076 0.0451363 0.0436624 0.0426042 0.0369727 0.0349978 0.00269129 0.0323065 0.023099 0.0104535 0.00659661 0.00230742 0.0126455 0.00994529 0.0078354 0.00385687 0.0056315 0.00920754 0.00276709 0.00408056 0.00644045 0.00337772 0.00306273 0.00270019 0.00585919 0.004151 0.00226421 0.00284324
internal_count=3121 3035 2795 2765 2533 2425 2120 1995 84 1911 1521 1282 1144 272 239 174 105 138 305 390 41 273 349 213 136 65 74 61 133 53
is_linear=0
shrinkage=0.00129368


Tree=1279
num_leaves=19
num_cat=0
split_feature=41 2 483 159 15 457 160 133 0 133 1374 51 43 2 4 42 15 4
split_gain=0.000151305 0.000159085 0.000145565 0.000156695 0.000200357 0.000219737 0.000288741 0.000345379 0.000328496 0.000325068 0.000344593 0.000355216 0.000335171 0.000265469 0.000233771 0.000147388 0.00020193 0.000314959
threshold=0.078475000000000017 -0.0091949999999999983 0.085050000000000014 0.10519500000000001 0.095175000000000023 -0.0029299999999999994 -0.090969999999999981 -0.0061299999999999992 -0.084269999999999984 0.10622000000000002 -0.094929999999999987 0.045645000000000005 0.05259500000000001 0.11263500000000001 0.24564500000000003 0.091205000000000008 -0.016799999999999995 -0.084134999999999988
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 -8 10 -9 12 13 14 15 16 -12 -18
right_child=-2 2 -4 -5 -6 6 7 9 -10 -11 11 -13 -14 -15 -16 -17 17 -19
leaf_value=0.0020778168916947698 -0.0016621207606726323 -0.0016221554368214233 -0.0019175524266279642 -0.0018612455097437369 -0.0013979455296426497 -0.0018144172816733268 -0.0033501426401404797 -0.001348908920690938 0.00078031171663897961 -0.001342841801092996 -0.0011400006970414343 0.0037068883983087742 0.0038553287701540238 -0.0017057246047142301 0.0034120865251996602 0.0024745616945428144 -0.00082267132155502607 0.0031719315388169119
leaf_weight=0.0010406145629897603 0.0014514054261494094 0.0013928064221562222 0.0010481710238255939 0.0010757488652510241 0.0019524795025379063 0.0013028948383849706 0.0010124022085458567 0.0011355797370882223 0.001098490789538332 0.0013434378022859636 0.0016501120760660211 0.0019309869181021186 0.0011258736243178191 0.0010063746766554305 0.0010709187529971409 0.001022970731499484 0.0010218885284311004 0.0011454677477780225
leaf_count=158 148 154 321 186 313 181 319 43 267 267 160 134 31 129 43 51 134 82
internal_value=0 8.07017e-05 -1.67002e-05 8.15044e-05 0.000190282 0.000369943 0.000544805 0.000755854 -0.00120069 0.00108749 0.00138136 0.0016922 0.00120854 0.000777771 0.00120057 0.000711287 0.000238781 0.00128851
internal_weight=0 0.0223772 0.0213366 0.0202884 0.0192127 0.0172602 0.0158674 0.0145645 0.00211089 0.0124536 0.0111102 0.00997459 0.00804361 0.00691773 0.00591136 0.00484044 0.00381747 0.00216736
internal_count=3121 2973 2815 2494 2308 1995 1841 1660 586 1074 807 764 630 599 470 427 376 216
is_linear=0
shrinkage=0.00523088


Tree=1280
num_leaves=19
num_cat=0
split_feature=2 50 48 4 11 42 15 457 48 2 40 42 3 0 3 1 15 16
split_gain=0.000139369 0.000158915 0.00025485 0.000232282 0.000262285 0.00017365 0.000201845 0.000183563 0.000199767 0.000221725 0.000247159 0.0002665 0.000253358 0.000221504 0.000571289 0.000154405 0.000148754 0.000115895
threshold=0.14753000000000002 0.10647500000000001 0.12879500000000002 0.40473500000000007 0.079915000000000014 0.091735000000000025 0.095175000000000023 -0.0029299999999999994 0.093265000000000015 0.10882500000000002 -1.0000000180025095e-35 -0.092814999999999981 0.10732000000000001 -0.083914999999999976 -0.10023499999999998 0.08844500000000001 -0.095869999999999983 0.25084500000000004
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 -9 -12 13 15 -15 -13 -17 -7
right_child=-2 -3 -4 -5 -6 17 -8 8 -10 -11 11 12 -14 14 -16 16 -18 -19
leaf_value=-0.0014762911807479539 0.0017182950488392875 -0.0018117812856747724 -0.0023124237013375155 0.0017287461520003858 -0.0023423438460227607 -0.0020274924054064945 -0.0016070805164113504 -0.001542427802076074 0.0024471703502760202 0.0024165067893885932 0.0024782400602592781 -0.00062460355337124146 0.002389953983504613 0.0010347704243913599 -0.003968573357832436 0.00012974402842770813 0.0026466387114284615 0.00013246157185602673
leaf_weight=0.0010531782885052085 0.0010293508614261917 0.0011991051896992335 0.0010603731684324371 0.0018946365242579191 0.0010947618499701486 0.0013724788205722307 0.001199515844322375 0.0016166723468709074 0.0012624224267296933 0.0011639449694842438 0.0013614022241779144 0.0017439515998876045 0.0010062027445769672 0.0010589920982013723 0.0010728802459415397 0.0011796121302118934 0.0010248010325391022 0.0010048663164118343
leaf_count=155 142 306 47 210 136 328 174 116 110 98 161 526 25 56 375 27 34 95
internal_value=0 -0.000100334 -3.39788e-06 0.000118352 -4.91472e-05 9.74866e-05 0.000292917 0.000461188 0.000624548 0.00041963 0.000188694 0.000519981 0.000143773 -0.000227942 -0.0014832 0.000449818 0.00129981 -0.00111451
internal_weight=0 0.0223698 0.0211707 0.0201103 0.0182157 0.0171209 0.0147436 0.0135441 0.0124909 0.0112285 0.0100645 0.00844784 0.00708644 0.00608024 0.00213187 0.00394836 0.00220441 0.00237735
internal_count=3121 2979 2673 2626 2416 2280 1857 1683 1528 1418 1320 1204 1043 1018 431 587 61 423
is_linear=0
shrinkage=0.00483252


Tree=1281
num_leaves=31
num_cat=0
split_feature=31 151 1348 14 1456 133 1213 52 1 4 2 151 49 12 2 43 16 16 42 160 0 1 2 13 4 15 42 3 4 4
split_gain=0.00134023 0.000763276 0.00113074 0.00117619 0.000850622 0.000722479 0.000605509 0.000645536 0.000657756 0.000888592 0.00105364 0.000792911 0.000733825 0.000703857 0.000654695 0.000594022 0.000511325 0.000775369 0.000497678 0.000542009 0.000481799 0.000568046 0.000535236 0.000380997 0.000341894 0.000313591 0.000241294 0.000345247 0.000278254 0.000407959
threshold=-1.0000000180025095e-35 -0.40381499999999992 0.090205000000000021 0.076175000000000007 -1.0000000180025095e-35 -0.25159999999999993 -0.080769999999999995 -0.43320999999999993 0.111945 -0.0024449999999999997 0.073895000000000002 0.050660000000000004 -0.069799999999999987 0.10193000000000001 0.11215000000000001 -0.27207999999999993 -0.094359999999999986 -0.51370499999999997 0.091735000000000025 0.092865000000000017 -0.060129999999999996 0.11955000000000002 0.13754500000000003 -0.074519999999999989 0.2623950000000001 -0.090344999999999995 -0.0060199999999999993 -0.10519499999999998 -0.27825499999999997 -0.083644999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 -7 -8 9 13 24 15 25 18 16 -10 17 -14 19 26 21 -17 23 -23 -11 -12 -9 -28 -29 -30
right_child=1 2 -4 -5 5 6 7 8 11 10 12 -13 14 -15 -16 20 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 27 28 29 -31
leaf_value=0.0014288231073106778 -0.0012353374494334217 -0.0010224312096786675 0.0013910344775156431 -0.0012715203763738973 -0.00099325868027847993 -0.00091860014116041961 -0.00088877395298892446 9.3867611819591369e-05 -0.00040073819591652013 -0.001427850571743755 -3.2317888019255856e-05 -0.00077572542552054253 0.00089721433372522152 -0.00073226416408638244 -0.00052449550770554063 0.0010197170381664883 0.0011729497907241909 -0.00060582096432011353 -0.000513501090942676 -0.00057248473856296768 0.0012593273097767338 0.00047345150399040486 0.0010071441470223064 -0.00063513983024192258 -0.0004025809934896827 -0.0010400641207906154 0.0011113389585432453 -0.00022802387082697715 0.0012545431831398673 0.00036469464133286983
leaf_weight=0.0012722442376451584 0.0010952816704055115 0.0016578918237108988 0.0011163160511848949 0.0015879000024341386 0.0013836550882901913 0.0012570793205273203 0.0013299104916737461 0.0022003275444464369 0.001164794923397495 0.0017882496561476635 0.0010013060324318701 0.0010114393154037069 0.0014180770155221021 0.0013870591863893731 0.0016962104034279335 0.0024178552016742589 0.0015717181707357569 0.0013831718567725027 0.0012713342009433868 0.0010162433052771655 0.0022130199325356408 0.0010295170217933265 0.0010238490263936306 0.0016398790414635638 0.0010550127533406339 0.0016986623733252779 0.002211350335898029 0.0010161122191583126 0.0013941947135727127 0.0042709935058138377
leaf_count=86 64 270 33 97 175 281 219 286 8 80 24 25 25 107 78 67 91 86 187 58 112 35 65 33 16 48 39 45 42 339
internal_value=0 -5.71694e-05 -2.86285e-05 -6.45674e-05 -1.94823e-05 2.12213e-05 5.67871e-05 8.88763e-05 0.000124131 3.78602e-06 -0.000291835 0.000426472 -4.68485e-05 0.000236245 0.000228739 0.000554616 0.000520907 0.000155061 0.000336643 0.000425899 0.000688299 0.000481512 0.000129165 -0.000207585 -0.00104742 -0.000666333 0.000517362 0.000622148 0.000460238 0.000583685
internal_weight=0 0.0463084 0.0452131 0.0440968 0.0425089 0.040851 0.0394674 0.0382103 0.0368804 0.02638 0.0116124 0.0105004 0.00876915 0.0147676 0.00606918 0.00948892 0.00437297 0.00280125 0.0133806 0.0121092 0.00832412 0.0061111 0.00369325 0.0026694 0.00284326 0.00269997 0.011093 0.00889265 0.0066813 0.00566519
internal_count=3121 3035 2971 2938 2841 2571 2396 2115 1896 1551 448 345 352 1103 280 320 202 111 996 809 312 200 133 68 96 72 751 465 426 381
is_linear=0
shrinkage=0.00142833


Tree=1282
num_leaves=31
num_cat=0
split_feature=31 150 1456 453 16 375 122 376 1 50 158 160 52 403 3 16 52 52 43 2 0 4 1 16 474 16 13 0 2 3
split_gain=0.00140644 0.000836364 0.000940752 0.000771289 0.00116096 0.000647767 0.000622701 0.00149095 0.000608351 0.000799804 0.000535338 0.000594191 0.000831748 0.000845399 0.0007753 0.000684173 0.000677532 0.00064295 0.00067092 0.000919368 0.000610155 0.00101179 0.000880604 0.000607297 0.00105557 0.000562353 0.000465573 0.000548626 0.00039303 0.0003888
threshold=-1.0000000180025095e-35 -0.22665999999999997 -0.082809999999999981 1.0000000180025095e-35 -0.5048999999999999 0.087420000000000012 0.086040000000000019 0.088470000000000007 0.14000500000000002 0.10647500000000001 0.088055000000000008 0.31396500000000005 -0.43320999999999993 -0.088999999999999982 -0.12018999999999998 -0.0064149999999999997 -0.081429999999999989 -0.088204999999999992 -0.073404999999999984 0.10774000000000002 0.14486500000000005 -0.083854999999999985 0.08844500000000001 -0.072804999999999981 0.084660000000000027 -0.36241499999999999 -0.084154999999999994 -0.23091999999999999 0.086950000000000013 0.099930000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 29 6 7 8 9 10 11 12 -6 -14 15 -15 17 18 -16 -20 21 28 -23 25 -25 -24 -27 -28 -18 -4
right_child=1 2 3 -5 5 -7 -8 -9 -10 -11 -12 -13 13 14 16 -17 20 -19 19 -21 -22 22 23 24 -26 26 27 -29 -30 -31
leaf_value=0.0015775551964366523 0.00095175683771281947 -0.0015770978918016496 0.00041682225897702745 -0.0010951217597274681 -0.0012978104304050605 -0.0013457322627494488 -0.0012826809125744368 0.0014097431698562206 0.00075933632390089753 -0.0010941827545365124 -0.0010537355032287391 0.0011183666502242581 -0.0013038953643529627 -0.00016114657064739534 0.00075106925015456637 0.0010316639802886744 0.001229521981071665 0.0012306316218189881 -0.0015771738389425167 0.00043990254465762769 -0.001433939936054419 -0.0011487726066987493 -0.00089732425757115051 -0.0013010999300146378 0.00062595315460115734 0.00094121261872654393 0.00089380887543425509 -0.00049829052314541954 -3.3414200883618742e-05 0.001414696514864443
leaf_weight=0.0013373244734267145 0.0019443591317553901 0.0010535449569493141 0.0031283881441588326 0.001754794453507901 0.0013727826014112111 0.0010369537316030622 0.0010460540524945819 0.0016647397779503406 0.0018669272658753391 0.0021585368973431321 0.0014049641875752963 0.0010314963780135846 0.0012576946933899871 0.0019383587373411615 0.0017953500042668935 0.0031218667842134338 0.0014995182569603619 0.0015359120967204298 0.0010946061075873814 0.0011548214293579662 0.0010572070872592034 0.0028520333704835999 0.0010794015696404813 0.0022614531476721211 0.00102833318897666 0.0020368704008362215 0.0010647344060998876 0.0020781817455670648 0.0010362988388536998 0.0014080800405160687
leaf_count=86 30 175 125 63 212 26 14 40 79 272 165 30 356 54 66 61 121 55 59 33 17 603 30 84 55 42 7 67 42 52
internal_value=0 -6.16918e-05 -0.000103779 -6.98629e-05 -2.89846e-05 -0.000115811 -8.2631e-05 -4.90592e-05 -0.000117033 -0.000165353 -0.00010211 -5.798e-05 -9.94418e-05 -4.04621e-05 1.91969e-05 0.000574749 -0.000111105 0.000361998 3.21543e-05 -0.000541638 -0.000276181 -0.000194237 -0.000379835 -0.000150173 -0.000698735 0.000138147 0.000353926 -2.66852e-05 0.000713405 0.000726554
internal_weight=0 0.0487643 0.0468199 0.0457664 0.0440116 0.0394751 0.0384381 0.0373921 0.0357273 0.0338604 0.0317019 0.0302969 0.0292654 0.0278926 0.0266349 0.00506023 0.0215747 0.00558069 0.00404478 0.00224943 0.015994 0.0149368 0.012401 0.00954897 0.00328979 0.00625919 0.00517979 0.00314292 0.00253582 0.00453647
internal_count=3121 3035 3005 2830 2767 2590 2564 2550 2510 2431 2159 1994 1964 1752 1396 115 1281 213 158 92 1068 1051 888 285 139 146 116 74 163 177
is_linear=0
shrinkage=0.00157699


Tree=1283
num_leaves=31
num_cat=0
split_feature=31 151 1348 14 1456 52 133 151 1213 13 1 157 52 16 52 4 52 4 12 2 3 15 15 15 2 15 0 4 15 52
split_gain=0.0012104 0.000755464 0.00117005 0.00115457 0.000845812 0.00065445 0.000807516 0.000697299 0.000801182 0.000657744 0.000934932 0.000845902 0.000748712 0.000701936 0.000659655 0.000643654 0.00062219 0.000618951 0.000590579 0.000572626 0.000677617 0.000545467 0.000498383 0.000609697 0.000442304 0.000468944 0.000347097 0.000288168 0.000260092 0.000222248
threshold=-1.0000000180025095e-35 -0.40381499999999992 0.090205000000000021 0.076175000000000007 -1.0000000180025095e-35 -0.52017999999999986 -0.25159999999999993 -0.14122499999999996 -0.080769999999999995 -0.0034749999999999994 0.11039500000000001 -0.072409999999999988 0.091275000000000009 -0.091114999999999988 0.11434500000000002 -0.083854999999999985 -0.077024999999999996 -0.49013999999999996 1.0000000180025095e-35 0.089885000000000007 -0.078934999999999991 -0.07490999999999999 -0.10469999999999999 -0.095869999999999983 0.10467500000000002 0.082685000000000022 -0.026509999999999995 0.25615500000000008 0.079055000000000014 -0.020999999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 -7 -8 -9 10 14 -11 13 22 15 17 21 -10 -14 20 -17 -15 -13 -24 25 -21 -23 29 -19 -12
right_child=1 2 -4 -5 5 6 7 8 9 11 27 12 18 16 -16 19 -18 28 -20 24 -22 26 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0014864349638134499 -0.0012876647049552676 -0.0010762569882229005 0.0014580650394645778 -0.0012995108433082152 -0.0011323181654579802 -0.001182253312652316 0.0011778973328294617 -0.0011136792332286692 -0.00026304898579420933 0.00081260543403370653 0.0011451672987194271 0.00070800408836587921 0.00077561387201512751 0.00058487611789842715 -0.0007186956324809683 -0.0012724753221388027 -0.001125969418551753 0.0014419057687947831 -0.00041810047843534025 0.00010993825544306265 0.00015233621990848326 -0.001248048745586202 -0.0011536706546386136 6.1444095880698499e-05 -0.00036874702038546686 0.0014263878812441997 -6.3454720314266654e-05 0.0014861055264999469 0.00052435265784674492 0.00022433317107514833
leaf_weight=0.0011263881757586072 0.0011032317903278957 0.0016489468271183574 0.0011181903305477183 0.0016530963897123377 0.0010782277503115214 0.0011557490936247019 0.0012329584336328017 0.0012790698199505171 0.0010214159400732115 0.0020037436817172951 0.0010461964783168298 0.0015713341837368944 0.0025984585146261443 0.0011604038100374581 0.0018176332700035056 0.001390190715421894 0.0036456607213404303 0.0017494064040874868 0.0014128798302539547 0.0012592671017812584 0.0015689982042364093 0.001130262606801935 0.0012381539571140188 0.0034603187880093405 0.0012061163591887691 0.0011371201985532764 0.0010570601275219343 0.0014097140705284783 0.001118318486236447 0.0012955632674902509
leaf_count=86 64 270 33 97 198 167 62 279 16 60 42 36 39 43 183 367 173 30 84 115 93 55 15 65 96 51 19 139 107 37
internal_value=0 -7.29374e-05 -4.27981e-05 -8.15154e-05 -3.3223e-05 9.72718e-06 4.13287e-05 7.87301e-05 4.1679e-05 8.35447e-05 0.000306072 -0.000101372 -0.000207388 -0.000377526 0.000107557 0.000251261 -0.000701221 0.000730287 0.000355162 -3.26598e-05 -0.000517023 -0.000238671 -1.64749e-05 -0.000258766 0.000365208 0.000734613 -0.000675574 0.000955276 0.00108409 0.000635722
internal_weight=0 0.0455677 0.0444645 0.0433463 0.0416932 0.0400442 0.038966 0.0378102 0.0365773 0.0352982 0.0160199 0.0192783 0.0172745 0.0132632 0.0122685 0.0104508 0.00699339 0.00388914 0.00401134 0.00656169 0.00295919 0.00334773 0.00626981 0.00469847 0.0036025 0.00239639 0.00218732 0.00375147 0.00286772 0.00234176
internal_count=3121 3035 2971 2938 2841 2571 2373 2206 2144 1865 1276 589 529 406 1058 875 290 153 123 722 460 117 116 80 262 166 74 218 137 79
is_linear=0
shrinkage=0.00148603


Tree=1284
num_leaves=18
num_cat=0
split_feature=14 124 376 484 3 0 1 47 13 49 52 52 3 41 12 1 0
split_gain=0.000164344 0.000161741 0.000213126 0.000195639 0.000182821 0.000263501 0.000405184 0.00029081 0.000286174 0.000263676 0.000480312 0.000384477 0.000432696 0.000259717 0.000240243 0.000233442 0.000194715
threshold=0.076175000000000007 -0.043384999999999993 0.080200000000000007 -0.0068949999999999992 -0.12018999999999998 -0.053834999999999994 0.12765500000000005 0.092530000000000015 -0.15078499999999997 -0.069799999999999987 -0.081429999999999989 -0.07167999999999998 0.076840000000000006 0.079300000000000009 1.0000000180025095e-35 0.08844500000000001 0.11070500000000001
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 13 6 7 9 -7 10 -6 -11 15 16 -10 -13 -5
right_child=-2 3 -4 4 5 8 -8 -9 14 11 -12 12 -14 -15 -16 -17 -18
leaf_value=-0.00020513366412224638 -0.0018898913348318243 -0.0018163002958455168 0.0028238263395047682 0.0027838850980725005 0.0012041654736689399 0.00057983947992861406 0.0027545634729843117 -0.0018451277180361251 -0.00069146295668489754 -0.0012951178033302807 -0.0029740751928516436 -0.0011716738848279379 0.0033014077943400843 -0.00090026984495480381 -0.0037234367881451482 0.0014480603940212043 0.00023810270858900458
leaf_weight=0.0010361593788480441 0.0010117365998971719 0.0013391938483505164 0.0010496506134613504 0.0016592250745404115 0.0011260574691087655 0.0011913113683992282 0.0012133661570952201 0.0018459447569818552 0.0011263145997722013 0.0015889292238531185 0.0013676033970408978 0.001321571313358411 0.0017172468138255681 0.0011815245197981383 0.0012241918595052859 0.0018080663837332089 0.0011361629597688161
leaf_count=123 101 467 129 96 50 37 94 141 95 208 98 914 70 53 122 239 84
internal_value=0 6.12625e-05 0.00131914 -6.45941e-05 5.56607e-05 -0.000176434 0.000158991 -0.000133283 -0.00131182 0.000220598 -0.00108732 0.00072737 0.00139039 0.000962034 -0.00227058 0.000341809 0.00174917
internal_weight=0 0.0229325 0.00208581 0.0208467 0.0195075 0.0155306 0.0119888 0.0107754 0.00354182 0.00892947 0.00249366 0.00643581 0.00484688 0.00397691 0.00235051 0.00312964 0.00279539
internal_count=3121 3020 252 2768 2301 2068 1814 1720 254 1579 148 1431 1223 233 217 1153 180
is_linear=0
shrinkage=0.00473777


Tree=1285
num_leaves=31
num_cat=0
split_feature=31 39 42 150 1456 453 16 43 376 160 52 403 43 43 12 131 2 0 16 49 159 47 47 4 1 1 15 4 1 3
split_gain=0.00140606 0.00120346 0.00105553 0.000702996 0.0010262 0.000698391 0.000824767 0.000915658 0.00134809 0.000544825 0.000863745 0.000670053 0.000682343 0.00110116 0.00097986 0.000587022 0.000610004 0.000667381 0.000792683 0.00105937 0.000561922 0.000682249 0.000956847 0.00075151 0.000735029 0.000731018 0.000568257 0.00106654 0.00093679 0.000548522
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 -0.22665999999999997 -1.0000000180025095e-35 1.0000000180025095e-35 -0.5048999999999999 0.25787500000000008 0.088470000000000007 0.31396500000000005 -0.43320999999999993 -0.088999999999999982 -0.067899999999999974 -0.0037449999999999996 0.11650500000000001 0.10033500000000002 0.10882500000000002 0.10455500000000001 0.013515000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.096770000000000009 0.087885000000000019 -0.27825499999999997 0.11323000000000001 0.11181500000000001 1.0000000180025095e-35 -0.077679999999999985 0.10060500000000001 0.090900000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 -6 8 9 10 -8 -12 14 -14 15 16 17 18 19 -13 -15 22 23 -22 25 26 28 -28 29 -25
right_child=1 -3 3 4 5 -7 7 -9 -10 -11 11 12 13 20 -16 -17 -18 -19 -20 -21 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0013464705434346946 -0.0013461786967251324 0.0013463976465168284 0.00077231228268333381 -0.0010643412168936201 0.00056589445179921908 -0.00090612818712392787 -0.0011533484832284273 -0.0010714958795223265 0.0013462105387162474 0.00087579584619533045 -0.00099047978832235255 -0.0010155982068882554 -0.0012608946134430249 -0.0010373630795251561 -0.00094500785438432803 0.0011601788287222228 0.0010943510924500818 -0.00083048048356606195 0.00093374574863939628 0.00038436330784189779 -0.00070183879300787582 0.00097592188800158658 -0.001323459762362193 -0.00039025513662463624 0.0010880862114696374 -0.0010207755137934447 0.00036220098564911926 -0.0013461265767667442 0.0013461595475677459 0.00055799118977893701
leaf_weight=0.0013308170290218238 0.0011783327441214899 0.0010834770804493124 0.001783799087576198 0.0018732958364446875 0.0040372294000641162 0.0016443062649513776 0.001379744841875973 0.0015980509284974067 0.0012441720774134515 0.0010456356686880932 0.0013558807468394543 0.0014351709513897885 0.0015787744839319542 0.0010494680122259395 0.001159103136226137 0.001430953307508088 0.0012810072893127975 0.0012016301396045037 0.002141738197037224 0.003081978956828821 0.0022911584130351674 0.0011539690277109224 0.0010711637410167904 0.0022158441425714943 0.0013190805725953334 0.0010908314813775641 0.0015675524636415894 0.001146084262820154 0.0013996172939982898 0.0022046205754122639
leaf_count=86 18 21 30 285 173 63 224 165 38 61 378 184 287 55 25 48 86 22 64 269 38 29 15 74 91 10 142 82 30 28
internal_value=0 -5.60276e-05 -8.83847e-05 -5.60116e-05 -8.95941e-05 -4.62469e-05 -1.13187e-05 -7.52632e-05 -2.95745e-05 -8.05168e-05 -0.000111232 -6.51112e-05 -2.30354e-05 -0.000187003 0.000229775 0.000358571 0.000233093 9.27358e-05 0.000259335 -6.04269e-05 -8.43075e-05 -1.96111e-05 -9.99143e-05 -8.86111e-07 0.000145865 1.67304e-05 0.000149351 -0.000359298 0.00038651 8.26642e-05
internal_weight=0 0.0480437 0.0469602 0.0457819 0.0439981 0.0421248 0.0404805 0.0364432 0.0348452 0.033601 0.0325554 0.0311756 0.0298197 0.0180882 0.0117316 0.0105725 0.00914153 0.00786052 0.00665889 0.00451715 0.0165094 0.0154599 0.014306 0.0132348 0.0109436 0.00962455 0.00853372 0.00271364 0.00582008 0.00442046
internal_count=3121 3035 3014 2996 2966 2681 2618 2445 2280 2242 2181 1957 1579 881 698 673 625 539 517 453 594 539 510 495 457 366 356 224 132 102
is_linear=0
shrinkage=0.00134594


Tree=1286
num_leaves=18
num_cat=0
split_feature=44 50 47 1 42 124 3 16 2 151 0 49 4 1 160 16 13
split_gain=0.000156149 0.000211767 0.000271766 0.000292998 0.000185841 0.000218897 0.000162564 0.000178022 0.00027201 0.000203226 0.000337455 0.000258712 0.000256235 0.000351555 0.000211301 0.000112674 9.76047e-05
threshold=1.0000000180025095e-35 0.10124500000000002 0.13148500000000005 0.12811000000000003 -0.095859999999999987 -0.072314999999999977 -0.15447499999999995 0.22339500000000004 0.10672500000000001 -0.044604999999999992 -0.23091999999999999 -0.047584999999999995 -0.0029599999999999995 0.10752500000000002 -1.0000000180025095e-35 -0.059624999999999991 -0.076384999999999995
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 9 -9 11 -11 -8 14 15 -12 -14 -16
right_child=-2 -3 -4 -5 5 6 7 8 -10 10 12 -13 13 -15 16 -17 -18
leaf_value=-0.001525051433252915 -0.0016565259988144676 -0.0018391615088461644 -0.0017193877200970306 0.0020992320892501068 0.0020246457878817506 0.0013632052733805031 0.00067076989697176063 -0.0027172612516398477 0.00041218489250128827 0.0026919951793572838 -0.00070126953340772058 -0.0022538786544021769 -0.0020984323132914339 0.0010954107107509685 0.0021912298241486428 -0.00030851038274517237 0.00066181899067197457
leaf_weight=0.0012174602335522913 0.0010648286093584139 0.0010735978192235587 0.0013908188900737519 0.0015661831554206742 0.0012290503969869518 0.0017651439806376434 0.0010163642758724833 0.001106177735908793 0.001025304517402903 0.0011220271662679649 0.0011596649235652862 0.0013479336310791021 0.0019245118359418889 0.0015604323265119291 0.0017151044621441756 0.0010366893239310993 0.0014972930010441737
leaf_count=203 60 346 36 200 165 151 88 177 90 32 286 159 216 55 263 104 490
internal_value=0 5.83541e-05 0.000152319 0.000280623 0.000128497 0.000243496 0.000109001 -4.35575e-05 -0.00121191 0.000157599 0.000430064 -0.000996631 0.0001447 -0.000585844 0.000900236 -0.0014718 0.00147837
internal_weight=0 0.0227538 0.0216802 0.0202893 0.0187232 0.0175057 0.0162766 0.0145115 0.00213148 0.01238 0.0100157 0.0023643 0.0088937 0.00452163 0.00437206 0.0029612 0.0032124
internal_count=3121 3061 2715 2679 2479 2276 2111 1960 267 1693 1446 247 1414 375 1039 320 753
is_linear=0
shrinkage=0.00437696


Tree=1287
num_leaves=31
num_cat=0
split_feature=31 151 1348 14 151 1456 1213 474 4 1374 133 122 123 480 403 124 123 1 11 41 52 13 484 0 2 43 43 3 15 0
split_gain=0.00132163 0.00078143 0.00104118 0.00126295 0.000991107 0.00131319 0.00080474 0.000848102 0.00102025 0.000742863 0.000785142 0.000753204 0.000765539 0.00074663 0.000726458 0.000756652 0.000815358 0.000720317 0.000833148 0.000696492 0.000851153 0.000805523 0.000578692 0.000631052 0.000798324 0.000565994 0.000444543 0.000539252 0.000556636 0.000641765
threshold=-1.0000000180025095e-35 -0.40381499999999992 0.090205000000000021 0.076175000000000007 -0.10959499999999998 -1.0000000180025095e-35 -0.080769999999999995 -1.0000000180025095e-35 0.50996500000000011 0.086000000000000007 -0.25159999999999993 1.0000000180025095e-35 0.088795000000000013 1.0000000180025095e-35 -0.088999999999999982 -0.0066649999999999991 1.0000000180025095e-35 0.13559000000000002 0.088215000000000002 0.077565000000000009 0.11434500000000002 -0.00051499999999999994 0.08660000000000001 -0.23051499999999997 0.10613000000000002 -0.078844999999999985 -0.10603999999999998 -0.075944999999999985 -1.0000000180025095e-35 -0.082974999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 -7 -8 9 10 -9 12 13 14 -12 16 -16 18 19 20 21 26 23 -23 -25 -22 -17 28 -28 -30
right_child=1 2 -4 -5 5 6 7 8 -10 -11 11 -13 -14 -15 15 17 -18 -19 -20 -21 25 22 -24 24 -26 -27 27 -29 29 -31
leaf_value=0.0013463039937006342 -0.0011574824156725028 0.00094017752843912627 0.001308094384607917 -0.0011837958105723237 -0.0013460306912171597 -0.0010540818330297093 -0.0011919200315012397 -0.00099509452428882738 0.0012061742803008084 -0.0010221310550118702 -0.00092539317290585049 -0.0010019771439918432 0.0012716848333789391 -0.00096299911424521526 -0.001142162717359403 0.0012899757600441403 0.00029321124316243001 0.00098615451439344835 -0.0010205998269130288 0.0012371214809885332 0.0001856739397310146 0.00042768424095384277 0.00090640276066468949 -0.00050602355347662106 0.00051564068881172016 -0.001069270445318962 -0.00077635523137241347 0.0007660146473125217 0.00089496368590529125 -0.00027092484796226851
leaf_weight=0.0012474781900420054 0.0011406387707548751 0.0018803997174074985 0.0010304096580853175 0.0017436184355279485 0.0013879189165635344 0.0013110518079924019 0.0010255044141223016 0.0012793212828343661 0.0013314053280168983 0.0012281446974711221 0.001171194590355861 0.0011347361563593941 0.0010020467045555028 0.0012039074061909174 0.00160730586956248 0.0012277479896454216 0.0012941736723384167 0.002059383232392519 0.0010404277552993326 0.0011384923112274228 0.001103909847200768 0.0032053064710737553 0.0011997941343757637 0.0062331015391170509 0.0017815402358554167 0.0015870404244298078 0.0010189107874715095 0.0042861535906144775 0.0018509143186378196 0.0015900357361018263
leaf_count=86 64 82 33 97 267 289 104 160 116 55 313 17 59 205 37 18 54 49 42 33 72 36 25 183 46 81 209 110 85 94
internal_value=0 -5.62067e-05 -3.05467e-05 -5.9329e-05 -1.68724e-05 -5.74967e-05 -1.58207e-05 1.69004e-05 4.74525e-05 8.14086e-06 4.14253e-05 7.75217e-05 0.000111929 7.83408e-05 0.000115881 0.000153726 -0.00050193 0.000218603 0.000160625 0.000207492 0.000160761 0.000246705 1.79468e-05 -7.70594e-05 -0.000278922 -0.000554454 0.000531565 0.000425101 9.74659e-05 0.000356216
internal_weight=0 0.0500945 0.0489539 0.0479235 0.0461799 0.0442995 0.0429116 0.0416005 0.040575 0.0392436 0.0380154 0.0367361 0.0356014 0.0345993 0.0333954 0.0322242 0.00290148 0.0293228 0.0272634 0.0262229 0.0250845 0.0223935 0.0124197 0.0112199 0.00801464 0.00269095 0.00997376 0.00874601 0.00445986 0.00344095
internal_count=3121 3035 2971 2938 2841 2759 2492 2203 2099 1983 1928 1768 1751 1692 1487 1174 91 1083 1034 992 959 806 290 265 229 153 516 498 388 179
is_linear=0
shrinkage=0.00134594


Tree=1288
num_leaves=31
num_cat=0
split_feature=31 453 1348 14 1456 1213 1374 1374 11 51 16 157 0 0 14 1 1447 0 4 0 376 52 49 1 13 4 43 1 13 159
split_gain=0.00123331 0.000777471 0.00112042 0.00116773 0.000851705 0.000621626 0.000642235 0.000645605 0.000719634 0.000753763 0.000793878 0.000859731 0.000891051 0.00147648 0.00105206 0.000876213 0.000780375 0.000757293 0.000725583 0.000721697 0.000778165 0.000648571 0.000542252 0.000482221 0.000445475 0.000607855 0.000560634 0.000590443 0.00035102 0.000333404
threshold=-1.0000000180025095e-35 0.10218000000000001 0.090205000000000021 0.076175000000000007 -1.0000000180025095e-35 -0.080769999999999995 -0.094929999999999987 0.097240000000000007 0.088215000000000002 0.012085000000000002 -0.5048999999999999 -0.073574999999999988 -0.084269999999999984 -0.10607499999999999 -0.10708499999999999 0.089770000000000016 -1.0000000180025095e-35 -0.082974999999999979 -0.0047449999999999992 -0.060129999999999996 0.11430500000000002 0.077655000000000016 -0.067649999999999988 0.090405000000000013 0.41383500000000001 -0.49405499999999997 -0.074359999999999996 0.088340000000000016 -0.092879999999999976 0.088800000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 28 29 13 14 -13 -16 -11 -14 21 23 24 -18 -17 -19 25 -21 -27 -28 -8 -12
right_child=1 -3 -4 -5 5 6 7 -9 -10 16 11 12 17 -15 15 22 18 19 -20 20 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0013732961342652636 -0.001007915971830755 -0.0012150888062995348 0.001353718183442426 -0.0011963764210526843 -0.00088577183814338633 -0.00075845494170707277 0.0012273911279447125 -0.00098640142179176431 -0.00068341900488604133 -0.00053172286973404085 0.00025795558797005359 -0.0013318535242655201 0.0011729137549614931 -0.0013617746936231149 -0.00079993777298467065 0.0013730340310356452 -0.00042557326349308266 -0.0012477072156592227 0.0011767862964782837 -0.00049841673211938303 -0.00081186543827196944 0.0010230863773207925 0.00019165318403622923 -5.6714133134097381e-05 0.0011899058026224531 0.0010135921391367891 0.00043964246043043907 -0.00077116872185193914 0.00029816803441536137 0.0012808729957114412
leaf_weight=0.0011659901849185852 0.0015785149134746037 0.0010662135242114337 0.0010780811101263046 0.0016487265375975104 0.0013794702016118867 0.0017602687014885978 0.0014070509106076656 0.0010212933390505432 0.0019847214204133925 0.0010199305872764519 0.0012172258548819306 0.0010529160573149454 0.0011627087446708277 0.0024115829717348165 0.0012679584531234411 0.0010226156089423455 0.0013718009785299579 0.0012449888313366035 0.0034098689790420513 0.0017328877873956658 0.0012934336889536277 0.0010123097010861226 0.0025791830886801037 0.0013201712600623416 0.0010031867949464868 0.0020189926572882219 0.0029097476314277424 0.001026968515355442 0.0016822960381554985 0.0011853625318591909
leaf_count=86 270 18 35 99 290 50 37 34 92 55 157 16 50 426 53 27 124 392 103 66 11 50 70 178 7 66 67 46 93 53
internal_value=0 -5.64722e-05 -2.89004e-05 -6.29892e-05 -1.85796e-05 1.99815e-05 5.19211e-05 9.01039e-05 0.00012036 0.000166797 6.56432e-05 -1.72124e-05 -0.000102195 -0.00045622 -8.74982e-05 0.00018155 0.000575623 0.000112967 0.000770553 1.47699e-05 0.000181631 0.000189538 0.000527069 -0.000634757 0.000329474 0.000217207 0.000425427 0.000123779 0.000721385 0.000762631
internal_weight=0 0.0458705 0.0448043 0.0437262 0.0420775 0.0404989 0.0391195 0.0373592 0.0363379 0.0343532 0.0275393 0.0244499 0.0220473 0.00833426 0.00592267 0.00486976 0.00681391 0.0137131 0.00579398 0.0125504 0.00998522 0.00238411 0.0036018 0.00256516 0.00869178 0.0076886 0.00595571 0.00393672 0.00308935 0.00240259
internal_count=3121 3035 3017 2982 2883 2613 2323 2273 2239 2147 1815 1685 1475 592 166 150 332 883 277 833 263 174 97 570 252 245 179 113 130 210
is_linear=0
shrinkage=0.00137286


Tree=1289
num_leaves=31
num_cat=0
split_feature=31 39 42 160 52 133 123 1374 1213 151 1348 14 484 1 12 49 47 1374 0 159 3 403 4 49 403 1 49 13 0 403
split_gain=0.0012154 0.00116243 0.00103478 0.000915315 0.000686591 0.000959911 0.000868642 0.000627812 0.000627775 0.000612084 0.000841634 0.000890119 0.000921682 0.000859796 0.000779996 0.000688244 0.000922183 0.00072318 0.000896056 0.000577203 0.000793951 0.000674701 0.000645548 0.000559782 0.000536252 0.000497142 0.000590717 0.000754513 0.000429751 0.000356589
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 -0.40698999999999991 -0.52017999999999986 -0.25159999999999993 0.091310000000000016 0.093235000000000012 -1.0000000180025095e-35 -0.27559499999999998 0.090205000000000021 0.078320000000000015 -0.0068949999999999992 0.11230000000000001 0.10832500000000002 0.10247500000000002 0.087235000000000021 -0.094929999999999987 -0.23051499999999997 0.10395500000000001 0.11296500000000002 -1.0000000180025095e-35 -0.27825499999999997 -0.054319999999999993 -0.088584999999999983 0.12040000000000002 0.12011500000000001 -1.0000000180025095e-35 -0.10836499999999999 0.085515000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 7 8 24 -10 11 12 -11 14 15 16 17 -14 -19 20 21 -20 -23 -24 -7 -15 27 -27 -18 -25
right_child=1 -3 3 4 5 6 -8 -9 9 10 -12 -13 13 25 -16 -17 28 18 19 -21 -22 22 23 29 -26 26 -28 -29 -30 -31
leaf_value=0.001319856596217652 -0.0013197967744021674 0.0013199177779265356 -0.00094896412705132807 -0.0010090051423027344 -0.0011171975502908638 1.6602851414424926e-05 0.0010032076554509863 -0.00091264253754361018 -0.00090038254493483958 -0.00067641857999868398 0.0012770253390163452 -0.0010805095066703972 -0.00069365184461554123 0.0011884708121238268 -0.00083778762762229256 0.0011688582754228818 -6.8299324264202964e-05 0.0012416779695112038 -0.00092582924014689627 -0.00069901193103588481 0.001099106412495072 -0.00037521006709202736 -9.0422749258845542e-05 0.00067786709781402301 -0.0013195946056217081 0.00062866936432656956 0.0011861141075385413 -0.00063291794234180147 -0.0012129240661482607 -0.00014060719936298188
leaf_weight=0.0011373360278050795 0.0011624739335722714 0.001040274181328015 0.0019306602366653261 0.0011919978340526041 0.0012855104552733634 0.0010168000290633472 0.0015705575777362748 0.001263099796076971 0.0010942628472125895 0.0024381181713732927 0.0010300096017559204 0.0011391367681472522 0.0015964508081509612 0.0017957893230118307 0.0015902575782629205 0.0010355280594076524 0.0010061441043944797 0.0014136684869754208 0.0010002787028025048 0.0012929904022458407 0.0016009968062462568 0.0027293551641562721 0.0034844691994599959 0.0061133412825902563 0.0010768175771582724 0.0019319854959700677 0.0011463017599453451 0.0014411827006952649 0.001321024622586541 0.0010924851939790869
leaf_count=86 18 21 239 224 167 83 86 43 62 405 30 52 33 60 59 61 15 25 314 43 20 26 118 209 362 91 19 34 55 61
internal_value=0 -6.00225e-05 -9.00595e-05 -5.94019e-05 -2.09791e-05 6.09091e-06 4.02918e-05 3.08897e-06 3.24552e-05 7.19264e-05 0.000101318 6.68851e-05 0.000105293 0.000165621 5.68119e-05 0.000116873 6.87798e-05 0.000158874 0.000231549 0.000149072 0.000217518 0.000119638 0.000197566 0.000343802 -0.000670648 0.000601134 0.000367759 8.96575e-05 -0.000718049 0.000553777
internal_weight=0 0.048832 0.0477917 0.0466292 0.0446986 0.0435066 0.0422211 0.0406505 0.0393874 0.0372938 0.0361995 0.0351695 0.0340304 0.0315922 0.025277 0.0236867 0.0226512 0.020324 0.0187276 0.0173139 0.0160209 0.0144199 0.0134197 0.0106903 0.00209362 0.00631526 0.00451947 0.00337317 0.00232717 0.00720583
internal_count=3121 3035 3014 2996 2757 2533 2366 2280 2237 1792 1730 1700 1648 1243 1039 980 919 849 816 791 748 728 414 388 445 204 144 125 70 270
is_linear=0
shrinkage=0.00131955


Tree=1290
num_leaves=31
num_cat=0
split_feature=31 151 4 150 14 41 157 15 48 1348 147 1374 160 11 0 0 13 3 12 16 47 12 52 133 12 3 4 16 13 457
split_gain=0.00125907 0.000683772 0.000864705 0.000942927 0.00093527 0.000778978 0.000700585 0.00069314 0.000947185 0.000788835 0.00099 0.000869636 0.00082526 0.000743684 0.000833168 0.00105066 0.00168745 0.00065648 0.000635396 0.000590132 0.000588428 0.000523593 0.000580433 0.000655598 0.000562707 0.000452653 0.000420127 0.00052385 0.000459381 0.000410494
threshold=-1.0000000180025095e-35 -0.40381499999999992 0.27044500000000005 -0.22665999999999997 -0.46885499999999997 0.078475000000000017 0.087580000000000005 -0.14147499999999996 0.093265000000000015 0.084620000000000015 0.084575000000000025 -0.094929999999999987 -0.089974999999999986 1.0000000180025095e-35 -0.10607499999999999 -0.077809999999999976 -0.084034999999999985 -0.078934999999999991 0.10711000000000002 -0.27167499999999994 0.096475000000000019 0.10097500000000002 -0.11592499999999999 0.085815000000000016 0.092355000000000007 0.048265000000000009 -0.39518999999999993 0.054560000000000004 -0.075129999999999988 0.089030000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 6 7 -5 9 10 11 -9 -13 14 19 16 17 -16 21 -14 -6 22 -17 24 -24 -21 -10 28 -28 -30
right_child=1 2 4 5 20 -7 -8 8 26 -11 -12 12 13 -15 15 18 -18 -19 -20 25 -22 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=0.0013732580039138951 -0.0011622791357596611 0.0011078536453284506 -0.0004594181839144561 -0.00091377525959977519 0.0010706103190306294 -0.0011887619466594544 -0.0011824880837757617 -0.0013730225907053236 0.0011630731394318488 0.001011463657063843 -0.0012381782569053186 -0.00087502335296019812 -0.0002721686260033384 -0.001017595912775747 -0.00057622898292413621 -0.00056495710561353543 -0.0013729832231763348 0.00073534873007122812 -0.00075074033741621244 0.0012509602395141598 6.0393075491621346e-05 0.0010299283952454562 0.00092405163163853234 -0.00049539100611462549 -0.00010898145112036938 0.00038359032279098996 0.0012758886826127348 -0.00049898908179553945 -0.00043657631308746501 0.00074032728204667328
leaf_weight=0.0011722796576834052 0.0010503135920494336 0.0011513802648153151 0.0016860209721230035 0.0018057636158745885 0.0032013697329278381 0.001321504301775355 0.0011279819820387829 0.0010097160501345561 0.0012664631476582144 0.0010765876037339686 0.0015902524777580132 0.0022163689291037061 0.0014846535419792417 0.001276865985365915 0.0013202455263128243 0.0017288275726494726 0.0026783989550669329 0.0015800775095389172 0.0012891769962175567 0.0018477151792772725 0.0016451827088239668 0.0014680556852830762 0.003073999787293529 0.0013635001009770775 0.0014686216422248322 0.0029357322306111655 0.001103285492494166 0.0012241352127837501 0.0010423610305378963 0.00120348392113101
leaf_count=86 64 14 37 128 242 95 137 28 19 38 59 315 30 73 261 110 608 42 92 47 33 45 72 150 74 47 60 43 63 9
internal_value=0 -6.67028e-05 -4.23172e-05 -0.000116813 0.000421302 -0.000152507 -0.000116642 -8.4196e-05 -4.16971e-05 -0.000141981 -0.00018581 -0.00012323 -7.41887e-05 1.28987e-06 5.97898e-05 -0.000106681 -0.000587277 0.00013831 0.000151312 0.000483952 0.000727688 0.000279061 0.000134684 0.000339481 0.000590074 0.000718632 0.000463332 0.000269554 0.000550463 0.000194093
internal_weight=0 0.048238 0.0471877 0.0406552 0.00653257 0.0395038 0.0381823 0.0370543 0.0352485 0.0294088 0.0283322 0.026742 0.0257322 0.0235159 0.022239 0.0159709 0.00557872 0.00290032 0.0103922 0.0062681 0.00484655 0.009103 0.00763495 0.00590612 0.00454262 0.00478345 0.00583973 0.00457327 0.00334913 0.00224584
internal_count=3121 3035 2971 2659 312 2645 2550 2413 2285 2091 2053 1994 1966 1651 1578 1454 911 303 543 124 275 451 406 296 146 94 194 175 132 72
is_linear=0
shrinkage=0.00137286


Tree=1291
num_leaves=31
num_cat=0
split_feature=39 9 42 151 150 1456 16 1213 123 13 13 403 131 52 480 1429 448 3 49 3 2 457 42 42 15 0 0 13 16 160
split_gain=0.00123347 0.00111828 0.0010278 0.000782786 0.0011701 0.00102246 0.000745362 0.000763379 0.000624698 0.000696685 0.00100591 0.00101728 0.000633894 0.000583253 0.000515063 0.000567658 0.000646261 0.000590338 0.000465038 0.000617808 0.000837411 0.00093575 0.000778805 0.00117448 0.00135294 0.000804165 0.00135998 0.00111145 0.000739254 0.000510863
threshold=0.16946000000000003 -0.036024999999999995 -0.26584999999999998 -0.40381499999999992 -0.22665999999999997 -1.0000000180025095e-35 -0.53943499999999989 -0.080769999999999995 0.088610000000000008 -0.53104499999999988 -0.47860499999999995 -0.088999999999999982 0.10033500000000002 -0.40967499999999996 0.08598500000000002 0.084690000000000015 -0.068129999999999982 0.16158000000000003 0.10247500000000002 0.12178000000000001 0.10912000000000001 -0.0029299999999999994 0.092860000000000012 0.08623500000000002 0.084050000000000014 -0.10607499999999999 -0.084044999999999995 -0.0062949999999999994 -0.007794999999999999 0.088020000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7 -8 9 -9 -11 -12 13 -13 15 16 -15 18 19 20 21 -18 23 24 25 29 -27 -28 -22 -23
right_child=-2 2 3 4 5 6 7 8 -10 10 11 12 -14 14 -16 -17 17 -19 -20 -21 28 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0015162068892859981 0.001516221237887109 -0.0015160295147733419 -0.0013198534202163638 0.001203464196279394 -0.0012032601002527148 0.00098910165351580293 -0.0012306644029485506 -0.0010336287093397529 0.00087636147168025115 0.0010894347400176893 -0.0015082651497000501 -0.00099636822975481855 0.00078558444340950787 -0.0011915302921440729 -0.0011130278689896603 0.00087731163478967696 -0.0014529539315898798 0.00098366882643837806 0.00084359120060543838 -0.00081588714140027208 -3.0803600075938697e-06 0.000868819701271886 -0.00089128069355428924 0.0007860021657855223 -0.001515962499262883 -0.0015159178223947626 0.0012945096179717362 -0.00052930420889027105 0.0012957007902525293 -0.00019153235827722932
leaf_weight=0.0010015216620709025 0.0011528157525688689 0.0011528047466953231 0.0011206526082538906 0.0016818424357154518 0.0018008723921965055 0.0015655918500794208 0.0012756705620537981 0.0016787238996585066 0.0016407056859579763 0.0017413080192412158 0.001125867696385007 0.0015696941516651899 0.0019932547507659484 0.0011186235526032809 0.0010118926021533961 0.0015580853524559393 0.0012157019837912833 0.0012927755848126657 0.0012313236075449643 0.00256038400283387 0.0021925309293902018 0.0028520569989538376 0.0023269779336940735 0.0037394001525470353 0.0015378293847341249 0.0016738149988295521 0.0012399015560067284 0.0020157313440321446 0.0018619358637579344 0.0016465748351528475
leaf_count=89 23 18 64 21 285 75 294 12 105 32 347 243 65 39 152 89 104 65 62 18 91 53 126 118 216 149 35 79 30 22
internal_value=0 -6.94758e-05 -0.000101609 -6.78288e-05 -3.80703e-05 -8.39949e-05 -3.78346e-05 -7.60231e-05 -3.99437e-05 -7.83107e-05 -3.55515e-05 -9.03252e-05 -4.42374e-05 -9.49047e-05 -4.93698e-05 -1.35688e-05 -6.22634e-05 -1.61383e-05 -6.56715e-05 -0.000110702 -2.97453e-05 -0.000168191 -7.64895e-05 5.24436e-05 -0.000197702 1.73221e-05 -0.00040557 0.000165292 0.00059336 0.000480713
internal_weight=0 0.0504241 0.0494225 0.0482697 0.0471491 0.0454672 0.0436664 0.0421008 0.0408251 0.0391844 0.0375057 0.0357644 0.0346385 0.0326452 0.0310755 0.0300636 0.0285056 0.0273869 0.0260942 0.0248628 0.0223025 0.018248 0.0170323 0.0147053 0.0109659 0.00942808 0.00492945 0.00325563 0.00405447 0.00449863
internal_count=3121 3098 3009 2991 2927 2906 2621 2546 2252 2147 2135 2103 1756 1691 1448 1296 1207 1168 1103 1041 1023 902 798 672 554 338 263 114 121 75
is_linear=0
shrinkage=0.00151575


Tree=1292
num_leaves=20
num_cat=0
split_feature=1456 453 16 11 51 16 4 1 160 156 39 4 3 15 12 16 48 43 4
split_gain=0.000281902 0.000221593 0.000265928 0.000267489 0.000257878 0.000204163 0.000235137 0.000731976 0.000227142 0.000217248 0.000249369 0.000194949 0.000165145 0.000160537 0.000151049 0.000148766 0.000217769 0.000326986 0.000117796
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.5048999999999999 0.079915000000000014 0.099265000000000006 -0.014034999999999997 -0.083854999999999985 0.086105000000000015 -0.081069999999999989 0.087205000000000019 0.097050000000000011 -0.49405499999999997 0.097915000000000016 -0.074054999999999996 0.091625000000000012 -0.087989999999999985 0.087380000000000013 -0.0037449999999999996 0.40473500000000007
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 6 -4 -8 -7 10 11 -10 14 -6 -13 16 17 -9 -2
right_child=1 -3 3 -5 13 8 7 15 9 -11 -12 12 -14 -15 -16 -17 -18 -19 -20
leaf_value=-0.002386685493866926 0.00072628003087851171 -0.0018289386304324146 0.0010168713930417397 -0.0018118156011199861 0.0028162927940084377 0.0019408186144153196 -0.0042824676139917653 -0.00050246133717153879 -0.00063966069262638096 -0.0018864133405371189 -0.0016867369199781953 0.0015733710500401652 0.0028606006513579051 0.00049883197686709398 -0.0006303682231570566 -0.0015121121306176011 -0.0014375578395351533 0.0028080837762720625 0.0028224301609751437
leaf_weight=0.0010047138553054826 0.0012449689434097513 0.0012037331718872659 0.0015084584383070424 0.0015406361453798026 0.0011075905828901722 0.0016614700009492944 0.0011395676972498206 0.001368656264068846 0.0014357916408371807 0.0010089874742552907 0.00100492468091673 0.0017079873647467599 0.0010556713406302265 0.0014076582760469405 0.0010363128083099582 0.0013714310562921161 0.0011001573074338467 0.0011290961815670908 0.0010045164664753692
leaf_count=288 87 75 270 168 122 200 612 101 40 173 31 232 28 87 155 226 30 94 102
internal_value=0 7.53394e-05 0.000175727 1.32702e-05 0.000160919 -4.57982e-05 -0.000593204 -0.000990776 0.000422131 7.4081e-05 0.000391051 0.000789851 0.00132998 0.00151933 0.000741187 -0.000235926 0.000250523 0.000994054 0.00166232
internal_weight=0 0.0240376 0.0228339 0.0205844 0.0190438 0.0165285 0.00761737 0.00610891 0.00891115 0.00724968 0.00624069 0.00523576 0.00379997 0.00251525 0.0027443 0.00496934 0.00359791 0.00249775 0.00224949
internal_count=3121 2833 2758 2569 2401 2192 1333 1063 859 659 486 455 415 209 387 451 225 195 189
is_linear=0
shrinkage=0.00455379


Tree=1293
num_leaves=18
num_cat=0
split_feature=14 3 124 52 47 157 484 3 16 16 150 133 150 3 16 2 52
split_gain=0.000170116 0.000161756 0.000172172 0.000173529 0.00030589 0.000253185 0.000276458 0.000255978 0.000316198 0.000222125 0.000214748 0.000253993 0.000247744 0.000253646 0.00032391 0.000184993 7.45104e-05
threshold=0.076175000000000007 0.20828500000000003 -0.043384999999999993 -0.23798499999999997 0.11635500000000001 -0.08107499999999998 -1.0000000180025095e-35 -0.13309499999999996 -0.0048099999999999992 0.029300000000000003 -1.0000000180025095e-35 -1.0000000180025095e-35 0.087380000000000013 -0.08824499999999999 -0.073849999999999985 0.10584500000000001 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 -1 4 -4 -5 -7 8 -8 10 -9 -12 13 -13 16 -11 -15
right_child=-2 -3 3 5 -6 6 7 9 -10 15 11 12 -14 14 -16 -17 -18
leaf_value=0.0013456111267457402 -0.0018208933745840694 0.0016988378846399649 -0.0029544187556405812 0.001845887160829717 0.00042473421131425696 -0.0023474204417278685 -7.2554103255500542e-05 -0.0018220583317479265 0.002984060079827172 -0.00042739260716027829 -0.0014637093171233878 -0.00060441981651643847 -0.00085409739937288129 0.0032616981327008169 -7.3178915176130946e-05 -0.0026656857035404452 0.0017584724888385949
leaf_weight=0.0017429241900026584 0.0010435253500555844 0.0011833199779947004 0.0011666709347212768 0.0014224381539396083 0.0010604546739569898 0.0011136337120266062 0.001645947620401822 0.0011055230429581906 0.0012235160874069983 0.001934787193646371 0.0014053616374947748 0.0013424857889078835 0.0017300280157703796 0.0015164905070470481 0.0014513861111772504 0.0012672455376463443 0.0012452567801781722
leaf_count=228 101 142 312 219 36 382 96 54 34 101 625 138 110 110 228 49 156
internal_value=0 5.80172e-05 -2.87622e-05 -0.000144869 -0.00134542 4.12644e-07 -0.00015417 -2.45743e-07 0.00123076 -0.000271993 6.83372e-05 0.000308801 0.000650709 0.00111931 0.00166856 -0.00131323 0.0025839
internal_weight=0 0.0235575 0.0223741 0.0206312 0.00222713 0.0184041 0.0169817 0.015868 0.00286946 0.0129986 0.00979653 0.00869101 0.00728565 0.00555562 0.00421313 0.00320203 0.00276175
internal_count=3121 3020 2878 2650 348 2302 2083 1701 130 1571 1421 1367 742 632 494 150 266
is_linear=0
shrinkage=0.00455379


Tree=1294
num_leaves=20
num_cat=0
split_feature=150 160 403 52 12 12 12 4 157 49 4 1 3 52 1 16 0 0 0
split_gain=0.000204076 0.000321274 0.000210222 0.000187803 0.000621773 0.000274565 0.000317702 0.00030114 0.000330344 0.000399001 0.00048213 0.000363459 0.00026167 0.000231373 0.000230471 0.000153986 0.000140513 0.000101801 3.22712e-05
threshold=-0.17852999999999997 -0.22361499999999998 0.090990000000000015 0.070205000000000017 0.091545000000000015 0.097825000000000009 0.11650500000000001 -0.033174999999999989 -0.075754999999999989 -0.043469999999999995 0.053180000000000012 0.096255000000000021 0.10732000000000001 -0.090859999999999982 0.098220000000000016 -0.078844999999999985 -0.084044999999999995 -0.033209999999999996 -0.030209999999999997
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 16 7 15 13 -9 14 -11 -12 -13 -3 -10 -7 -5 -15 -18
right_child=1 2 -4 4 -6 6 -8 8 9 10 11 12 -14 17 -16 -17 18 -19 -20
leaf_value=0.0022001148441208717 -0.0026548786237070511 -3.8455373266690265e-05 -0.0021811252579498753 0.00074712491803005589 -0.0018409334421256847 0.0035072025393958319 -0.0011381781908646549 0.0025572723858071507 6.9322791096040633e-06 -0.0039061930562104266 0.001996569774977067 6.7401471972663223e-05 -0.0028795182630298385 -0.0038979507024882874 0.0027593691027335832 0.00090538814656279719 0.0036398280534772997 -0.0016679983554370452 0.0023921649631386608
leaf_weight=0.0010018887235432308 0.0011963790176668923 0.0012413352812693512 0.0010445194178661374 0.0010263927557459529 0.0013233447796490161 0.0011564671102881618 0.0010372623470300546 0.001128577838722558 0.0020004926700909484 0.0012469491430255912 0.0011978362091942807 0.0016804277339380613 0.001393103624771852 0.00103579966859213 0.0012492141837271431 0.0011436554297613579 0.0010507994603055071 0.0010342000609249126 0.0010453961913148282
leaf_count=33 327 244 234 242 224 55 94 222 96 257 115 121 70 285 124 150 152 45 31
internal_value=0 -0.000117434 2.03303e-05 0.000129874 0.00104728 -0.000116645 0.00117182 -0.000442215 -3.0791e-06 -0.000332635 -0.00115569 -0.00035273 -0.00126831 -0.00175466 0.00106499 0.00221354 0.0022713 -0.00278384 0.0030176
internal_weight=0 0.0232322 0.0220358 0.0209913 0.00444593 0.0165453 0.00333738 0.0132079 0.0098966 0.00876802 0.00551832 0.00427137 0.00307353 0.00331134 0.00324971 0.00230012 0.00312259 0.00207 0.0020962
internal_count=3121 3088 2761 2527 649 1878 299 1579 1005 783 563 306 191 574 220 205 425 330 183
is_linear=0
shrinkage=0.00502775


Tree=1295
num_leaves=19
num_cat=0
split_feature=1 2 2 4 4 3 43 51 51 15 48 484 43 16 0 52 15 15
split_gain=0.000154053 0.000229305 0.000210677 0.000236852 0.000308829 0.000288359 0.000234781 0.000210009 0.000225115 0.000226721 0.00055402 0.000185546 0.000170389 0.000235254 0.00026129 0.00022531 0.000142833 0.000329424
threshold=0.094385000000000011 -1.0000000180025095e-35 0.13754500000000003 -0.033174999999999989 0.033845000000000007 -0.074084999999999998 -0.077944999999999987 0.08955500000000001 0.078435000000000019 -0.0063699999999999989 0.084855000000000014 0.084040000000000017 -0.17390999999999998 -0.25582999999999995 -0.082974999999999979 0.094465000000000007 -0.12563999999999997 -0.037864999999999989
decision_type=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 -6 8 9 10 -1 12 -11 -14 -15 -16 -7 -18
right_child=1 2 -4 4 5 16 -8 -9 -10 11 -12 -13 13 14 15 -17 17 -19
leaf_value=-0.0037548100185276381 0.0020158898567615349 -0.0021105096925003522 0.0017388234855803405 0.001756846997228017 -0.00044681573902630493 -3.9890105376548144e-05 0.0026122057940818817 -0.0023687376152970304 0.0017832295101512239 0.0010951059486882825 0.00062139669984835892 0.0016689890390590495 0.0011179344836010727 0.00019772381282812023 -0.0037109756242330403 -0.00075599824109714921 -0.0036369704878863262 -0.0002769201854297332
leaf_weight=0.0012385301975002833 0.0014866037258498563 0.0011171611891223074 0.001421035517034209 0.0018566750901811702 0.0010815506546393294 0.0017114412517469394 0.0010025917097120666 0.0010180571273228365 0.0010640378768311818 0.0013370930157909928 0.0011634067306941498 0.0011370939714157036 0.0010755670396456214 0.0014290352441886384 0.0011329156083557598 0.0010139920700232841 0.0010794462565062446 0.0013768771629329938
leaf_count=584 159 213 159 136 41 91 67 230 56 73 225 79 57 365 332 177 44 33
internal_value=0 0.000340559 0.000106633 -0.000144772 0.000126057 -0.00035825 0.00102475 -0.000393237 -0.000203354 -0.000425214 -0.00163514 -1.73702e-05 -0.00033757 -0.000749398 -0.00131105 -0.00231533 -0.00104984 -0.00175351
internal_weight=0 0.0121334 0.0106468 0.00922574 0.00810858 0.00625191 0.00208414 0.0116097 0.0105917 0.00952763 0.00240194 0.0071257 0.0059886 0.00465151 0.00357594 0.00214691 0.00416776 0.00245632
internal_count=3121 943 784 625 412 276 108 2178 1948 1892 809 1083 1004 931 874 509 168 77
is_linear=0
shrinkage=0.00455379


Tree=1296
num_leaves=31
num_cat=0
split_feature=31 1348 14 1456 3 1213 1365 122 13 13 403 39 52 1374 43 1374 0 16 13 43 16 0 49 2 2 0 14 43 12 47
split_gain=0.00124865 0.000793611 0.000977237 0.000875067 0.000774254 0.000699528 0.000750609 0.000676528 0.000658754 0.000974405 0.000876786 0.000926614 0.000686704 0.000679193 0.000654221 0.000603143 0.000714085 0.000560979 0.000698585 0.00146248 0.000939119 0.000695853 0.000672572 0.000789975 0.000754713 0.000625636 0.000607823 0.000915294 0.000465588 0.00060825
threshold=-1.0000000180025095e-35 0.090205000000000021 0.078320000000000015 -1.0000000180025095e-35 0.30112000000000005 -1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.53104499999999988 -0.47860499999999995 -0.082384999999999986 0.0046100000000000004 -0.43320999999999993 0.084595000000000017 0.16180500000000003 -0.094929999999999987 -0.23091999999999999 0.41553500000000004 0.17001000000000002 -0.15879999999999997 0.15891500000000003 0.051010000000000007 -0.087004999999999985 -1.0000000180025095e-35 0.090425000000000019 -0.10324499999999999 -0.46596499999999991 -0.0037449999999999996 0.084225000000000008 0.082095000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 7 8 -7 -10 -11 12 -12 14 15 -14 -17 18 19 -18 21 22 24 -24 -21 -20 -25 28 -28 -30
right_child=1 -3 -4 4 -6 6 -8 -9 9 10 11 -13 13 -15 -16 16 17 -19 25 20 -22 -23 23 26 -26 -27 27 -29 29 -31
leaf_value=0.0014008153906275983 -0.00099716725881559328 0.00098968523576015654 -0.001203246795510544 -0.00084711390070176245 0.00085877646853388802 -0.0010343557857736389 -0.0010523225328215086 -0.0010916742169665831 0.0011189528110923039 -0.0011831048744122387 -0.0010500664078314961 0.00064616375230735535 -0.00070862750442236843 -0.00094678303455160635 -0.00089256599845419324 0.00094462229243712172 0.0012721287140832686 0.0009787096742470045 0.00021778703570510044 0.00013975205373426049 -0.0012613599492305801 0.0010483561984734305 -0.00072929786366397926 -0.00071716422877309883 -0.0013212214789770894 -0.0010989845517316052 0.00064057376942793648 0.0007415505978787387 -0.0010783211280094894 0.00033037118926784704
leaf_weight=0.0011713321510227184 0.0018615513567685751 0.0013706091228407038 0.0015007610899333548 0.0020854578155591321 0.001894287648959824 0.0010762587025965322 0.0013284590324289516 0.0010512823616863889 0.0016814125718838105 0.0011343037653399604 0.001219166282859673 0.0047132078587528428 0.0016433964030397865 0.0013554640208073279 0.0013275598985869044 0.0021214562012801105 0.0020090976177584699 0.0013341457511382151 0.0011570504120754777 0.0013405017464851446 0.0010688529847469033 0.0013709267268460215 0.001727187303089287 0.0010502134265664197 0.001436184045957134 0.001821261367858539 0.0010029792969619153 0.0059090796884580165 0.0014406528127173246 0.0010312981658131548
leaf_count=86 271 38 87 450 116 8 54 14 11 360 214 213 44 62 138 37 27 39 7 35 51 32 39 19 27 55 66 162 306 53
internal_value=0 -6.14678e-05 -9.04599e-05 -5.58068e-05 -1.79836e-05 -5.53588e-05 -1.63714e-05 1.71762e-05 4.63397e-05 7.62432e-05 2.91312e-05 6.72425e-05 -1.97477e-05 2.19187e-05 6.75233e-05 0.000113932 0.000166284 9.66114e-05 4.3992e-05 0.000140994 1.02205e-05 9.35568e-05 5.93113e-06 0.000147909 -0.000615907 -0.000587429 0.000293114 0.000406179 -0.000164116 -0.000490615
internal_weight=0 0.0510641 0.0496935 0.0481927 0.0463311 0.0444369 0.0423514 0.0410229 0.0399717 0.0388954 0.037214 0.0360797 0.0313665 0.0301473 0.0287918 0.0274643 0.0258209 0.0236994 0.0223653 0.019387 0.0173779 0.016309 0.0149381 0.0121614 0.00277669 0.00297831 0.0104342 0.00938401 0.00347493 0.00247195
internal_count=3121 3035 2997 2910 2639 2523 2073 2019 2005 1997 1986 1626 1413 1199 1137 999 955 918 879 817 790 739 707 645 62 62 606 587 425 359
is_linear=0
shrinkage=0.00140032


Tree=1297
num_leaves=19
num_cat=0
split_feature=44 50 15 47 47 42 43 131 16 2 457 160 3 1 133 15 16 3
split_gain=0.000147265 0.000189838 0.000284845 0.000197364 0.000202949 0.00038666 0.000285669 0.00029227 0.00018764 0.000234719 0.000213835 0.000386535 0.000339782 0.000199451 0.00042534 0.000310986 8.42114e-05 7.85881e-05
threshold=1.0000000180025095e-35 0.10124500000000002 -0.23909999999999995 0.13148500000000005 0.11170500000000001 -0.095859999999999987 -0.17390999999999998 0.089325000000000015 0.22339500000000004 0.11448000000000001 -0.0029299999999999994 -0.082299999999999984 0.090900000000000009 0.077565000000000009 0.083950000000000011 -0.095869999999999983 -0.092804999999999985 -0.10217499999999997
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 17 8 9 10 -8 -12 13 14 -13 -15 -17 -7
right_child=-2 -3 3 -5 -6 6 7 -9 -10 -11 11 12 -14 15 -16 16 -18 -19
leaf_value=0.0019636031892701091 -0.0016048957139409878 -0.0017225770774745139 -0.0025517569144161579 -0.0015376749937018735 0.0019643181445966164 0.00081231978995163572 -0.0017133617349944699 -0.0022490575786431651 -0.0011046846328100642 0.0019614181046019564 -0.0019377229270280266 -0.002658040154873587 0.002222890838937099 -0.00090409279659110948 0.00097781631233795807 0.002666500611008656 0.0010104113497282458 0.0024828184572796234
leaf_weight=0.0014710868022458868 0.0010303194465564039 0.0010559642100960156 0.0010177431000890627 0.0014150158771260015 0.0010424386254996856 0.0010189205708135418 0.0010651764916544968 0.0010246529381202638 0.0019470975217168321 0.0014320048700255947 0.001211551944852343 0.0011648935412759184 0.0019438584985032037 0.0012724399918582208 0.0012056960059600996 0.0010119154499648175 0.0012812907625336933 0.001056034303942961
leaf_count=217 60 346 201 36 75 50 120 286 269 127 246 443 62 49 224 44 212 54
internal_value=0 5.39293e-05 0.000140851 7.51781e-06 0.000124468 1.58238e-05 0.000172905 -3.93704e-05 0.0001279 0.000334993 0.000105684 0.000318804 0.000665741 0.000155842 -0.000808822 0.000797191 0.00174119 0.00166251
internal_weight=0 0.0226378 0.0215818 0.0201107 0.0186957 0.0176533 0.0166355 0.0145606 0.0135359 0.0115888 0.0101568 0.00909165 0.00788009 0.00593624 0.00237059 0.00356565 0.00229321 0.00207495
internal_count=3121 3061 2715 2498 2462 2387 2186 2082 1796 1527 1400 1280 1034 972 667 305 256 104
is_linear=0
shrinkage=0.00429114


Tree=1298
num_leaves=18
num_cat=0
split_feature=41 124 123 4 0 12 457 160 2 3 4 133 49 4 52 2 2
split_gain=0.000144532 0.000186559 0.00023925 0.000203514 0.000236528 0.000225117 0.000193962 0.000324177 0.000379978 0.000509364 0.000193408 0.000166739 0.000163145 0.000160489 0.000173303 0.000160394 4.52608e-05
threshold=0.078475000000000017 0.08919500000000001 1.0000000180025095e-35 -0.49405499999999997 -0.019414999999999998 -1.0000000180025095e-35 -0.0029299999999999994 -0.082869999999999985 0.11215000000000001 0.10299500000000002 0.033845000000000007 -0.0061299999999999992 -0.069799999999999987 0.076415000000000025 -0.069804999999999992 0.10774000000000002 0.073895000000000002
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 9 11 -10 -9 -13 14 -14 -6 -16
right_child=-2 -3 -4 4 15 6 7 8 10 -11 -12 12 13 -15 16 -17 -18
leaf_value=-0.0020497111535875017 -0.0014965887737515508 0.0020189081194493001 0.0016634948942314861 -0.0023619826411661726 0.0022738786323408225 -0.0018379441641091785 -0.0020855943886738883 -0.0012544073341950086 5.4876217463766288e-05 0.0038754620457515251 -0.0026275859670979681 -0.00071330990056738669 -0.0011113330833017966 0.0024400517932830182 0.0006624946524827368 -0.00016636368253324292 0.0020419947713059441
leaf_weight=0.0012729027875378841 0.0014491800014300163 0.0010998295127735416 0.0017929606609090034 0.0011246980535477543 0.0015634832893384248 0.0013736093298816763 0.0014356678236277518 0.0012163504449770757 0.0012444036124010802 0.0011215906260213515 0.0012666097592388681 0.0014577997793521228 0.0010269993997146778 0.0015042579165955861 0.0012295868292770927 0.0010524516695422648 0.0010130278050751729
leaf_count=134 148 52 225 109 72 219 397 550 112 46 116 69 229 53 168 79 343
internal_value=0 7.94716e-05 -2.35922e-05 -0.00018361 -4.88794e-05 -0.000282515 -0.000114136 7.50448e-05 0.000354989 0.000839401 -0.00129822 0.000382203 0.000701651 0.00113374 0.00053274 0.00129211 0.00128564
internal_weight=0 0.0217962 0.0206964 0.0189034 0.0176305 0.0150146 0.0138899 0.0125163 0.0110806 0.00856961 0.00251101 0.00744802 0.00623167 0.00477387 0.00326961 0.00261593 0.00224261
internal_count=3121 2973 2921 2696 2562 2411 2302 2083 1686 1458 228 1412 862 793 740 151 511
is_linear=0
shrinkage=0.00483252


Tree=1299
num_leaves=18
num_cat=0
split_feature=128 124 484 1 42 0 3 52 0 12 3 2 151 52 2 2 2
split_gain=0.000140159 0.000160461 0.000172635 0.000189334 0.000337578 0.000282735 0.000239757 0.000253253 0.000208127 0.00033619 0.000230632 0.000297907 0.00026008 0.00022125 0.000165931 6.24399e-05 2.2913e-05
threshold=0.086435000000000012 -0.043384999999999993 -0.0068949999999999992 0.12337000000000002 0.091735000000000025 -0.052984999999999997 -0.15447499999999995 0.11434500000000002 -0.077809999999999976 0.088615000000000013 0.12178000000000001 0.089775000000000008 -0.0083949999999999979 -0.088204999999999992 0.083215000000000011 0.10188000000000001 0.092875000000000013
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 -4 8 9 10 11 14 -13 -10 -8 -6 -15
right_child=-2 2 3 5 15 -7 7 -9 13 -11 -12 12 -14 16 -16 -17 -18
leaf_value=0.0013347907804494282 -0.0016566635007976202 -0.0017223226762328094 0.0021481240791897957 0.0026563413425569884 -0.0027215118500402737 -0.00025464831657244665 0.00035454712344312256 -0.0020890805398676138 -0.00059057531582342576 -0.0023982584414656023 -0.0016804900360310284 -0.00020876628225517801 0.0026865838301601214 0.0025561027974235913 -0.0019533565040929755 -0.0010971675380913115 0.0015716662170661084
leaf_weight=0.0019532741775710729 0.0010708928017297272 0.001262825519315224 0.0011461920966986351 0.0013878943389142862 0.0010217222016447583 0.0014955476569769024 0.0018158388593065827 0.0012121680776477342 0.0010160201411704151 0.0013084243736700141 0.0012041198732486436 0.0010630799146085224 0.0018072355773188775 0.0010168655222298024 0.0010670674008919079 0.0010205473946458543 0.0010235422561297725
leaf_count=247 207 468 141 113 322 85 113 212 122 289 40 60 72 38 408 116 68
internal_value=0 6.44656e-05 -6.04165e-05 5.23787e-05 -0.000148276 0.00114651 0.000114691 -7.12547e-05 0.000144776 -0.00023817 0.000168064 0.000554957 0.00161423 0.00118041 -0.000499691 -0.00190981 0.00206227
internal_weight=0 0.0218224 0.0198691 0.0186063 0.0157228 0.00288344 0.0136806 0.0125344 0.0113222 0.00826577 0.00695734 0.00575322 0.00287032 0.00305643 0.00288291 0.00204227 0.00204041
internal_count=3121 2914 2667 2199 2001 198 1563 1422 1210 982 693 653 132 228 521 438 106
is_linear=0
shrinkage=0.00464487


Tree=1300
num_leaves=31
num_cat=0
split_feature=31 150 1456 457 457 1213 122 1 44 43 15 42 11 13 160 3 0 0 1 1 43 1 43 43 3 2 48 16 2 12
split_gain=0.00112844 0.000753431 0.000818731 0.000638638 0.00112394 0.000701048 0.000584342 0.000607507 0.000778513 0.000632387 0.000575857 0.000796519 0.000604729 0.000566453 0.00122533 0.000695348 0.00129299 0.00149906 0.00084523 0.000657922 0.000947755 0.000569258 0.000569209 0.000481203 0.000409107 0.000465174 0.000356582 0.000252724 0.00015579 0.000116699
threshold=-1.0000000180025095e-35 -0.22665999999999997 -1.0000000180025095e-35 -0.15747999999999998 -0.0029299999999999994 -0.080769999999999995 1.0000000180025095e-35 0.13559000000000002 0.084760000000000016 0.24789500000000006 0.091650000000000023 0.088200000000000014 0.088215000000000002 -0.084034999999999985 -0.082179999999999989 0.12178000000000001 -0.12333499999999999 -0.077999999999999986 0.097115000000000021 0.08844500000000001 0.070450000000000013 0.096575000000000008 -0.074359999999999996 -0.077319999999999986 -0.12018999999999998 0.089320000000000024 0.086425000000000016 -0.061854999999999993 0.099185000000000009 0.090455000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 -6 7 8 9 10 12 -12 13 14 -7 16 18 21 26 20 23 -18 24 -16 -19 -26 -15 -9 -24 -21
right_child=1 2 3 4 5 6 -8 27 -10 -11 11 -13 -14 15 19 -17 17 22 -20 29 -22 -23 28 -25 25 -27 -28 -29 -30 -31
leaf_value=0.001516163084572051 0.00087171161345791874 -0.0011841799452283642 0.0011214306535218875 -0.0011722081297512567 -0.0012285197295600428 -0.00086665887982701221 -0.0011368995172571302 0.0013240193236679805 -0.0011989684296077568 -0.00097805467463596548 -0.0013358289525103326 0.00021680041722143905 -0.00074035269034473255 0.00071709593693483772 0.00055953924635508191 -0.00082019431217463966 -0.0015158287812010102 0.0010768498951919251 0.001493019958566255 0.00150603760526602 0.0013301936796902252 -0.00017576796254435746 -0.00076432256676391282 -0.00080445110755123861 0.00072659302869631538 -0.00048916167092130506 -0.00028205018728375328 0.00036686293954790825 -1.7603067122893883e-05 0.00090560426484569243
leaf_weight=0.0010633448579056006 0.0018949715350515808 0.0015563259867303883 0.0010178910825828771 0.0021063301850239293 0.0010982541766102463 0.0012433099653934576 0.0010101016879389127 0.0010059683677496878 0.0012473292813695016 0.0013916371427313825 0.0015197598748082344 0.0015167598247569636 0.0017028033108061882 0.0018212984283962766 0.0010290773999697134 0.0019255275141176744 0.0020381619592869538 0.0018547171979008681 0.0021163496783236369 0.0019635141768645781 0.0014193130707269574 0.0011332639354151297 0.0011949966468578765 0.0014063099016325929 0.0015678898280855336 0.0013419245333556873 0.0014936743082216708 0.0017129831976063761 0.0013869394252523648 0.0011971029623705221
leaf_count=86 30 286 32 178 291 102 18 101 23 163 125 192 77 52 67 18 508 32 71 81 13 23 110 89 69 92 18 41 114 19
internal_value=0 -6.36669e-05 -0.000104869 -6.43574e-05 -9.42003e-05 -3.49749e-05 2.23557e-07 3.19263e-05 -2.3981e-05 2.14437e-05 6.64977e-05 -0.000560281 0.00013487 0.000191898 0.000520203 4.0212e-05 0.000144088 -0.000166043 0.000744663 0.000765994 0.000345672 -0.00103698 0.000209934 -0.000228094 0.000520524 0.000165921 0.000266896 0.000720995 -0.000363207 0.00127862
internal_weight=0 0.0449145 0.0430195 0.0414632 0.0404453 0.038339 0.0372407 0.0362306 0.0335117 0.0322643 0.0308727 0.00303652 0.0278362 0.0261334 0.00825863 0.0178747 0.0159492 0.0105179 0.00543132 0.00701532 0.0038547 0.00317143 0.00734647 0.00243539 0.00476453 0.00290981 0.00331497 0.00271895 0.00258194 0.00316062
internal_count=3121 3035 3005 2719 2687 2509 2218 2200 2058 2035 1872 317 1555 1478 371 1107 1089 948 141 269 169 531 417 156 193 161 70 142 224 100
is_linear=0
shrinkage=0.00151575


Tree=1301
num_leaves=31
num_cat=0
split_feature=31 1348 1374 1374 1 50 4 2 11 1213 160 50 0 0 13 4 15 3 1 15 133 13 15 15 0 3 1 160 3 40
split_gain=0.00132937 0.000846708 0.000841163 0.000894975 0.000839781 0.000760418 0.000744693 0.000624377 0.000598834 0.000531675 0.000577926 0.000620519 0.000531727 0.00073514 0.000839675 0.000956805 0.000707405 0.000677844 0.000662401 0.00069867 0.000520465 0.000447736 0.000443954 0.000516394 0.00055855 0.000535448 0.00048747 0.000366401 0.000405793 0.000440209
threshold=-1.0000000180025095e-35 0.090205000000000021 -0.094929999999999987 -1.0000000180025095e-35 0.111945 0.10647500000000001 0.50822500000000004 0.14753000000000002 0.088215000000000002 -0.080769999999999995 -0.091944999999999985 0.096530000000000019 -0.062294999999999996 -0.11437499999999999 -0.0034749999999999994 -0.083854999999999985 0.035560000000000008 0.11924500000000002 0.090540000000000023 -0.016799999999999995 0.10622000000000002 -0.099939999999999987 -0.016799999999999995 -0.052074999999999989 -0.060129999999999996 0.14121000000000003 0.11654500000000001 1.0000000180025095e-35 -0.116045 -0.074429999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 22 9 -5 -11 12 13 16 15 -15 17 18 19 -12 27 -17 23 24 25 26 -6 28 -14 -30
right_child=1 -3 3 4 6 -7 -8 -9 -10 10 11 -13 20 14 -16 21 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0014007907999391105 -0.0010303922554081907 0.00098384768408101291 0.0012419501226045102 -0.0010090275636544187 0.00010028295385338695 -0.0014003820021558861 0.00136748277351374 0.0010437241102067482 -0.0011841750095246309 -0.00079201671847935445 -0.00066554652931116092 0.0010267395933062852 0.00098647143774840615 0.00086580160561001117 -0.0013322811119442421 0.0001471075943488239 -0.00078250232831234478 -0.00075988312085935002 0.000941869337105048 0.00084804202503896702 -0.00052862569176239033 -0.0009442889896905778 0.00045730416421571374 -0.00081950301248319012 0.00080778321443008682 0.00039800231858626073 -0.0011307316231337545 -0.00026006680852461573 0.000949975633550378 -0.00013721916108960796
leaf_weight=0.0012463835485614352 0.0018223164527100258 0.0014635024171631974 0.0010123278047728937 0.0013036255039162717 0.0010809177422856937 0.0010312246480905776 0.0010049732308345946 0.0012579915261787819 0.0011118795279489993 0.0021312438321137153 0.0014863261610820189 0.0010400387686477766 0.0022315274064084178 0.0011303831827009711 0.0020416502846711841 0.0010543746521456364 0.001604994748390709 0.0010636141867053084 0.002736939089956536 0.0010005933809225029 0.0015841184389007168 0.0024492594580327112 0.0029766389043288637 0.0018696972287539637 0.0013696782008048025 0.0016721274066711089 0.0015146756720270105 0.0014779783326659413 0.0010802353119743202 0.0022543477314407399
leaf_count=86 51 38 15 308 31 266 113 67 70 235 62 54 56 121 268 30 51 13 85 13 35 685 42 27 59 39 47 38 11 105
internal_value=0 -6.45035e-05 -9.83011e-05 -5.93194e-05 -9.02705e-05 -0.000218885 0.000210557 0.000111536 -0.000176555 -0.000136067 -9.29075e-05 -3.14309e-05 -7.88753e-05 -0.000242038 -0.000584071 -0.000254426 4.72641e-05 0.000259077 0.000466545 -5.65656e-05 0.000196613 -0.000615847 -3.2179e-07 -0.000181775 2.97335e-05 -0.000219973 -0.000618084 0.000359709 0.000524279 0.000214977
internal_weight=0 0.0468592 0.0453957 0.0435734 0.0425611 0.0298144 0.0127467 0.0117417 0.0287831 0.0276713 0.0263676 0.0242364 0.0231963 0.0145681 0.00667567 0.00463402 0.00789247 0.00628747 0.00522386 0.00248692 0.00862821 0.00350363 0.0104837 0.0075071 0.0056374 0.00426772 0.00259559 0.00704409 0.00556611 0.00333458
internal_count=3121 3035 2997 2946 2931 2506 425 312 2240 2170 1862 1627 1573 1328 1104 836 224 173 160 75 245 715 245 203 176 117 78 210 172 116
is_linear=0
shrinkage=0.00140032


Tree=1302
num_leaves=18
num_cat=0
split_feature=1 2 3 4 3 2 151 3 43 42 0 3 49 16 52 13 15
split_gain=0.000152225 0.00018268 0.000204193 0.000320663 0.000298111 0.000362948 0.000435611 0.000224916 0.000175354 0.000251613 0.000218842 0.000376322 0.000190962 0.000185238 0.00015012 8.74715e-05 4.0641e-05
threshold=0.094385000000000011 -1.0000000180025095e-35 0.16158000000000003 -0.033174999999999989 0.12178000000000001 0.090310000000000015 -0.0071249999999999985 -0.074084999999999998 -0.51144999999999985 0.088915000000000008 -0.084269999999999984 0.013900000000000001 -0.052259999999999994 -0.083539999999999989 -0.088614999999999985 -0.097984999999999989 -0.17952999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 3 -3 5 7 -7 -5 -1 10 11 -10 -13 -12 -15 -16 -8
right_child=1 2 -4 4 -6 6 16 -9 9 -11 13 12 -14 14 15 -17 -18
leaf_value=0.0012401878386444553 0.0017571274905588837 -0.0020043642270163092 0.0018095665164306073 0.0007354446672056098 -0.0015888174359333285 -0.00054541796041008748 0.0021852023891921171 -0.0014938457066131004 -0.0027414363131461556 -0.0022547504125902205 0.0019553853579487089 -0.0014294278939332233 0.00090696770383603108 0.001192871548199863 0.00024483086969005681 -0.0013891234533366535 0.0033754604282993693
leaf_weight=0.0011183272681734033 0.0014384685565627673 0.0013699706439878065 0.0011769507198320381 0.001684615005720147 0.0013530131439836168 0.0010923814953640613 0.0010363051599060506 0.0016492031537023166 0.0014719594998672276 0.0013781528670708818 0.0010375038870593656 0.0010828503919384502 0.0015900748934001285 0.0011300269374709959 0.001048408978988391 0.001421003702628541 0.0010774343231538756
leaf_count=48 159 220 120 75 34 100 116 64 746 586 104 30 64 177 21 402 55
internal_value=0 0.000323495 0.000125961 -8.79588e-05 0.000244669 0.00062399 0.00165482 -0.000367361 -0.000372575 -0.000550095 -0.000282579 -0.000999061 -3.95484e-05 0.000357872 -0.000102596 -0.000695415 0.00279191
internal_weight=0 0.0118783 0.0104399 0.00926292 0.00789295 0.00653994 0.00320612 0.00333382 0.0112783 0.01016 0.00878183 0.00414488 0.00267293 0.00463694 0.00359944 0.00246941 0.00211374
internal_count=3121 943 784 664 444 410 271 139 2178 2130 1544 840 94 704 600 423 171
is_linear=0
shrinkage=0.00429114


Tree=1303
num_leaves=31
num_cat=0
split_feature=39 42 3 151 1348 150 1456 49 47 43 43 2 474 160 3 2 402 16 133 48 4 13 2 0 42 0 12 4 15 13
split_gain=0.00110124 0.000985298 0.000689246 0.000736645 0.00105756 0.000869153 0.00134554 0.000693794 0.000761625 0.000804908 0.00115763 0.000859801 0.00064869 0.000753856 0.000633601 0.000539253 0.000535343 0.000619941 0.000755352 0.000744463 0.00091851 0.00076396 0.000393477 0.000789961 0.000640523 0.000506208 0.000323497 0.000299179 0.000442162 0.000284959
threshold=0.16946000000000003 -0.26584999999999998 0.30112000000000005 -0.40381499999999992 0.090205000000000021 -0.22665999999999997 -1.0000000180025095e-35 0.10247500000000002 0.13206500000000002 -0.053764999999999993 -0.0037449999999999996 0.10882500000000002 0.084660000000000027 -0.080719999999999986 -0.077774999999999983 0.090050000000000005 0.087880000000000014 0.22339500000000004 -0.0061299999999999992 0.086260000000000017 0.0061450000000000003 -0.090799999999999978 0.083995000000000014 -0.10324499999999999 0.085465000000000013 -0.077809999999999976 0.097145000000000023 -1.0000000180025095e-35 -0.10091499999999999 -0.004174999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -7 8 9 11 -11 14 13 -12 15 22 17 18 -15 21 -21 -20 23 -8 -24 -25 -19 -23 -29 -16
right_child=-2 2 -4 4 -6 6 7 -9 -10 10 12 -13 -14 16 29 -17 -18 26 19 20 -22 27 24 25 -26 -27 -28 28 -30 -31
leaf_value=-0.001268516224258316 0.0012686970992501418 -0.0011221186443644404 0.00072297023020885943 0.00091581753941960878 0.0012365693768345526 -0.0012683985019381501 0.00064306855478298822 0.00063733935879905297 -0.0011379522441910871 -0.0012193059107405645 -0.0010293455811173598 0.00092550219381760588 0.00071557069724674223 -0.00093737169956423607 0.00070333878115347022 -0.00076052792330516756 0.0006718492200552123 -0.0012402039202372987 0.00094740807915472461 -0.0011672340887731955 8.922183486426941e-05 0.00041776479610900033 -0.00033628197873701181 -0.0012684146442065024 0.00093383395052222019 -6.9840985479126141e-05 -0.00028529124153510395 0.0002302765585776017 -0.00073577297760817029 -8.4740761056884863e-05
leaf_weight=0.0010337598182754695 0.0010510748923664428 0.001006013406829708 0.001941797136380429 0.0014274097609927585 0.0010440999769230066 0.0015032858801260476 0.0010580952221772577 0.0022551635217478152 0.0010779722441895947 0.0016880839625429403 0.0015639287260889026 0.0021263197676395515 0.001375478242717775 0.00141230587044583 0.0026324477384929157 0.0018263803335729634 0.0013047001093582358 0.0011912169585350805 0.0020485200996773756 0.001517273390973628 0.0024426969797044507 0.0019387476747603121 0.0011085009865179352 0.001162489973745906 0.0015070434413324563 0.0011062205195084837 0.0010955209520915332 0.0016391918004181605 0.0014244218871910614 0.0010256218832769273
leaf_count=18 23 64 132 21 27 284 27 189 23 441 82 130 69 247 211 164 67 84 28 29 27 106 237 127 51 57 30 36 58 32
internal_value=0 -4.44417e-05 -1.59744e-05 -4.97291e-05 -2.37349e-05 -5.62588e-05 -9.18082e-05 -4.46771e-05 -8.82813e-05 -5.51914e-05 -0.000212865 0.000184954 -0.000123229 -0.000188863 4.71511e-05 -0.000157787 -0.000106785 -0.000175846 -6.41371e-05 4.78682e-05 -0.000392193 0.000295019 2.74653e-05 -0.000261918 0.000395543 -0.000683992 -0.000782728 2.78582e-05 -0.000218887 0.000482383
internal_weight=0 0.0454847 0.0444509 0.0425092 0.0415031 0.040459 0.0390316 0.0375283 0.0352732 0.0341952 0.0206421 0.0135531 0.018954 0.0175785 0.0114268 0.00776873 0.0160146 0.0147099 0.0124232 0.0110109 0.00395997 0.00705088 0.00594235 0.00332681 0.00261554 0.00226871 0.00228674 0.00500236 0.00306361 0.00365807
internal_count=3121 3098 3080 2948 2884 2857 2836 2552 2363 2340 1304 1036 863 794 906 663 712 645 531 284 56 228 499 211 288 184 114 200 94 243
is_linear=0
shrinkage=0.00126831


Tree=1304
num_leaves=31
num_cat=0
split_feature=31 150 1456 401 453 4 11 14 41 403 3 160 38 48 1 13 1374 15 15 150 49 52 12 15 49 0 52 2 4 0
split_gain=0.0013466 0.000726201 0.000905372 0.000681393 0.000608401 0.000756258 0.000956029 0.000923181 0.00069162 0.000591396 0.000657258 0.000911019 0.000851284 0.000696394 0.000772958 0.000753437 0.000642316 0.000571734 0.000574255 0.000578106 0.000509456 0.000429412 0.000423992 0.000419388 0.000746199 0.000522397 0.000752523 0.000413262 0.000513749 0.000507618
threshold=-1.0000000180025095e-35 -0.22665999999999997 -1.0000000180025095e-35 0.10076500000000001 1.0000000180025095e-35 0.27044500000000005 0.081790000000000015 -0.46885499999999997 0.08178500000000001 -0.088999999999999982 -0.12018999999999998 -0.22361499999999998 1.0000000180025095e-35 -0.075224999999999986 0.09697500000000002 -0.079969999999999986 -0.094929999999999987 -0.098289999999999975 -0.090644999999999989 0.087865000000000013 0.0034800000000000005 0.096795000000000006 0.090545000000000014 1.0000000180025095e-35 -0.043469999999999995 -0.11437499999999999 -1.0000000180025095e-35 0.10527500000000002 -0.49405499999999997 -0.071924999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 9 -7 -9 -4 20 -12 13 -13 16 -16 -15 -18 -19 27 21 22 -11 24 -17 -26 -27 28 -20 -30
right_child=1 2 3 -5 -6 7 -8 8 -10 10 11 12 -14 14 15 23 17 18 19 -21 -22 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=0.0014572080079164082 0.0006952058656717236 -0.0012600848667754609 -0.0010089637007393176 -0.0013947200203392081 -0.0010109619238061153 -0.00056374921501669618 -0.0013932483684913767 0.001175185868252599 -0.00019562290643109352 -0.00082211053145472368 -0.0013274641233327249 -0.0010693689326196497 -0.0012824779167797909 -0.0013158121750974272 0.00097992895518180163 0.0013346984784146027 -0.0011919098110252464 0.00075131670728639235 -0.00088985181125379622 -0.0012164777979617823 0.0012761623245831149 0.00088420591537061199 0.00045078329606107448 -0.00056412138031629192 -0.00084199225090065047 -0.00023883726883514318 0.0012163559083184213 -0.00078980667646506852 -1.2705357827367598e-05 0.00096039318933391349
leaf_weight=0.001017717891900193 0.0017113559240726764 0.0018849855678904062 0.00177549944125066 0.0010388511259851177 0.0018797769494680585 0.0016262571914111845 0.0014624567557897086 0.0025467586125891275 0.0011268762353324746 0.0012434943065500114 0.0015101119722515923 0.001489470952655835 0.0013699479607964795 0.0011310496579284299 0.0024018697628171992 0.0010675257739531929 0.0010651578635463227 0.0015421316852179913 0.0010543117261363408 0.0010686007379554488 0.0010337049166508905 0.00102534364202711 0.0010037882031497247 0.0018307819832728001 0.0012027378010088796 0.0021149549243091315 0.0011724118202067757 0.0014720126604803596 0.0050574564564659849 0.0014681328624899584
leaf_count=86 30 286 368 163 63 37 119 225 29 39 182 58 32 41 77 40 109 79 33 86 22 15 19 40 28 59 16 124 576 40
internal_value=0 -0.000236539 -0.000271456 -0.000228891 -0.000200556 -0.000163275 -0.000239788 0.000350134 0.000754694 -0.00019032 -0.000145354 -0.000226798 -0.000164096 -0.000103149 -4.22946e-05 0.00027108 -0.000263671 -0.000170173 -7.68572e-05 -0.000203052 0.000384548 0.000102919 -0.00025355 4.06428e-05 0.000239863 -2.04351e-05 0.000280145 -8.34143e-05 5.37668e-05 0.000206223
internal_weight=0 0.0473778 0.0456665 0.0437815 0.0427426 0.0408628 0.035563 0.00529989 0.00367363 0.0341005 0.032325 0.0280187 0.0265086 0.0251386 0.0236491 0.00979028 0.0138589 0.0127278 0.0116626 0.0101205 0.00430633 0.00327263 0.00224728 0.00738841 0.00555763 0.0044901 0.00328737 0.00905191 0.0075799 0.00652559
internal_count=3121 3035 3005 2719 2556 2493 2202 291 254 2083 1715 1620 1438 1406 1348 260 1088 1047 938 859 95 73 58 183 143 103 75 773 649 616
is_linear=0
shrinkage=0.00145689


Tree=1305
num_leaves=19
num_cat=0
split_feature=150 160 124 123 4 484 12 13 3 2 0 150 13 43 2 42 13 1
split_gain=0.000185981 0.000230364 0.000237872 0.00021465 0.000302721 0.000297836 0.00022395 0.000246292 0.000213782 0.000268852 0.000171356 0.000267451 0.000131972 0.000159183 0.000200509 0.000174911 0.000167885 4.79241e-05
threshold=-0.17852999999999997 -0.22361499999999998 0.08919500000000001 1.0000000180025095e-35 -0.49405499999999997 -1.0000000180025095e-35 -0.015429999999999998 -0.23438999999999996 0.12178000000000001 0.11362000000000001 -0.23051499999999997 0.086730000000000015 1.0000000180025095e-35 -0.074359999999999996 0.089885000000000007 0.088200000000000014 -1.0000000180025095e-35 0.092845000000000025
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 -3 -6 -7 -8 9 10 -9 12 13 15 16 -12 -15 -14
right_child=1 2 -4 -5 5 6 7 8 -10 -11 11 -13 17 14 -16 -17 -18 -19
leaf_value=0.001970814927794376 -0.0021856182330866323 -0.0026609447752628033 0.0021679602031331601 0.0014806669767076987 -0.0023853779330648885 -0.0019884414574631811 0.0020498997116912879 0.0016970848445781268 -0.001736721250520031 0.002007575165325477 0.0002282662166789219 -0.0024651227115396737 -0.0017104423447224409 -0.0021941737578576271 0.0013434838457111644 0.002797144475448318 0.00022962994464068175 -0.00027111800770692303
leaf_weight=0.0010003369230702211 0.0011466687863815319 0.0011169395116850068 0.001073170843473025 0.0017179031518826928 0.0012079266139718428 0.0011215848420703606 0.0014674882883509649 0.0011058700056025801 0.0014141977987804913 0.0016180360069069097 0.0014201055286664505 0.0011041035038257272 0.0010765929994198675 0.0012985263140336527 0.0012087911735810253 0.0010239089634243026 0.00126764620686972 0.0010030423951614686
leaf_count=33 327 128 54 217 467 114 73 39 25 177 166 143 216 554 210 86 34 58
internal_value=0 -0.000117159 -5.52102e-06 -0.000121149 -0.000270257 -0.000116244 5.36856e-05 0.000206296 6.49481e-06 0.000209787 -6.7023e-05 -0.000274503 1.69521e-05 0.000362451 -0.000247449 0.00130449 -0.000996855 -0.00101623
internal_weight=0 0.0223925 0.0212458 0.0201727 0.0184548 0.0173378 0.0161299 0.0150083 0.0135408 0.0121266 0.0105086 0.00940272 0.00829861 0.00621898 0.00377496 0.00244401 0.00256617 0.00207964
internal_count=3121 3088 2761 2707 2490 2362 1895 1781 1708 1683 1506 1467 1324 1050 798 252 588 274
is_linear=0
shrinkage=0.00473777


Tree=1306
num_leaves=18
num_cat=0
split_feature=147 11 48 43 40 151 2 160 133 13 52 133 52 48 3 150 2
split_gain=0.000139078 0.000250847 0.000147565 0.000357458 0.000294103 0.000334996 0.000392353 0.000367983 0.000297978 0.000386672 0.000233193 0.00027967 0.000231637 0.000228852 0.000238337 0.000280114 0.00015292
threshold=0.089025000000000007 0.087830000000000005 0.016865000000000002 -0.043144999999999996 0.05433000000000001 -0.00099499999999999979 0.113445 -0.082299999999999984 -0.0061299999999999992 -0.084034999999999985 -1.0000000180025095e-35 1.0000000180025095e-35 0.086040000000000019 0.086425000000000016 0.14121000000000003 0.095565000000000011 0.073895000000000002
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 -7 -9 12 -11 16 -10 -5 15 -15 -12
right_child=-2 -3 3 13 -6 6 -8 8 9 10 11 -13 -14 14 -16 -17 -18
leaf_value=-0.0029167407351033512 0.0013494137231712788 -0.0020735120327215611 0.0023461342899575399 0.0018818294049681927 0.0020329196231597883 -0.0030666139463547256 0.0023097951883182702 -0.0020340383546248119 0.0028785707303027597 -0.0018803511719917138 7.8293517806231206e-06 -0.0018783960949377541 2.2032583315140553e-05 -0.0022378080020648565 0.0013805161060447305 0.00062995208442719508 0.0023032472421132578
leaf_weight=0.0010559842139238893 0.0014325063397955242 0.0012769891517707679 0.001724384102837262 0.0010113066024267639 0.0010625545572926507 0.0010527446776741342 0.0011311483878007076 0.0015685100148659812 0.0013769163764884582 0.0017925561502897267 0.0014438479952393847 0.0010102853152898494 0.0010283053173907319 0.0019110039692923353 0.0010055772196455592 0.0011204215816178476 0.0010320399460773677
leaf_count=225 124 118 281 47 46 339 256 553 126 261 64 321 48 173 64 20 55
internal_value=0 -0.000115778 7.20796e-06 0.000556102 -0.000267047 -0.000462674 -0.000236076 -0.000515523 -0.00022526 0.000143963 -0.000545586 0.000140736 0.00165731 -5.53306e-05 -0.000540607 -0.00117788 0.000964643
internal_weight=0 0.0216046 0.0203276 0.00677269 0.0135549 0.0124923 0.0114364 0.0103052 0.00925246 0.00768395 0.00527873 0.00348617 0.00240522 0.00504831 0.004037 0.00303143 0.00247589
internal_count=3121 2997 2879 585 2294 2248 2023 1767 1428 875 701 440 174 304 257 193 119
is_linear=0
shrinkage=0.00455379


Tree=1307
num_leaves=17
num_cat=0
split_feature=1 0 403 4 47 1374 457 1 3 15 1 133 12 4 4 2
split_gain=0.000147439 0.000268204 0.000197984 0.000290651 0.000262847 0.000355757 0.000341772 0.000267731 0.000258756 0.000209997 0.000197928 0.000197408 0.000191273 0.000146413 0.000129281 8.9519e-05
threshold=0.077565000000000009 -0.059114999999999994 0.03138500000000001 -0.064804999999999988 0.087235000000000021 -0.094929999999999987 0.069910000000000014 0.111945 0.086245000000000016 0.013270000000000002 0.13146500000000003 0.083950000000000011 0.091200000000000017 0.24564500000000003 -0.49405499999999997 0.10497000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 9 5 -5 7 8 -7 -2 13 -1 -9 -6 -3 -16
right_child=2 14 -4 4 10 6 -8 12 -10 -11 -12 -13 -14 -15 15 -17
leaf_value=-0.002726690679789021 -0.00018898130911991772 -0.00086189873489934336 0.0017813354529170769 -0.0013737146532572949 -0.0019054988028907387 0.00082275746223761008 0.0030300725649586189 0.0028212867364170217 -0.0017044786136444627 -0.0026196782041697287 0.00085900838710791308 -0.00047960167204447407 0.00048440421497382782 -0.00017548356612313287 0.001392430574214714 -0.00021060266132685404
leaf_weight=0.0012697023809859478 0.0014060406090417041 0.0013603450978231235 0.0012290488012833825 0.0011115975285349577 0.0015805296995428098 0.0017680131242843178 0.001314995270707775 0.001245012704446824 0.0011294848853111716 0.001060826666001824 0.0013872232943841212 0.0013966265834603475 0.0011427055055062141 0.0017576430135122223 0.0014235052752837873 0.0010152933416622822
leaf_count=794 186 35 109 29 178 215 106 199 36 273 32 666 70 52 34 107
internal_value=0 -0.000546918 0.000190239 5.90313e-05 0.000315549 0.000784906 0.00114846 0.0006803 -0.000162394 -0.00123425 -0.000450438 -0.00154966 0.00170291 -0.000994597 0.000156832 0.000725074
internal_weight=0 0.00646547 0.0161331 0.0149041 0.0124372 0.00771181 0.00660021 0.00528522 0.0028975 0.00246687 0.0047254 0.00266633 0.00238772 0.00333817 0.00379914 0.0024388
internal_count=3121 1636 1485 1376 917 655 626 520 251 459 262 1460 269 230 176 141
is_linear=0
shrinkage=0.00412451


Tree=1308
num_leaves=31
num_cat=0
split_feature=31 1348 14 1456 484 160 3 52 1213 133 42 133 160 0 43 1 52 4 2 4 49 3 15 12 1 0 49 16 1 1
split_gain=0.00132415 0.00072756 0.00113248 0.000812557 0.000789059 0.000788309 0.000705402 0.000633992 0.000651338 0.000632042 0.000635547 0.0010568 0.000629361 0.000579124 0.000582264 0.000809937 0.000712226 0.000784381 0.00136255 0.000709471 0.000608415 0.000587856 0.000426484 0.000400679 0.00118945 0.000394063 0.00027497 0.000262346 0.0001981 0.000165954
threshold=-1.0000000180025095e-35 0.090205000000000021 0.076175000000000007 -1.0000000180025095e-35 0.085515000000000022 -0.081069999999999989 0.30112000000000005 -0.43320999999999993 -1.0000000180025095e-35 -0.25159999999999993 0.08623500000000002 0.091580000000000009 -0.081639999999999976 0.18019500000000002 -0.40263499999999991 0.11039500000000001 0.11434500000000002 -0.083854999999999985 0.089885000000000007 -0.35136499999999998 -0.073374999999999982 0.10893000000000001 -0.074054999999999996 0.092655000000000015 0.122185 -0.043914999999999989 -1.0000000180025095e-35 -0.094359999999999986 0.086255000000000012 0.085110000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 29 7 -5 -9 -10 13 12 -12 14 -11 16 17 19 28 -16 -20 25 -23 26 -25 -17 -14 -22 -19 -6
right_child=1 -3 -4 4 5 -7 -8 8 9 10 11 -13 23 -15 15 21 -18 18 20 -21 27 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0014865844664745693 -0.0011314632533737069 0.0010791369259059943 -0.0013146400927931058 -0.0012830201621134144 0.0006726425144453523 -0.00019830401288773591 0.00089244842937967342 -0.0010759785197347804 -0.0011950724937525462 -0.0012051980284794156 -0.0005750610699830521 -0.0010282011759989605 0.00037551847538239657 0.00086064848103086758 -0.00031863516092023601 0.00031653102923690451 -0.0013289558433977728 -0.00070423558642449587 -0.0006154039018487936 0.00093575387440759657 -2.1929841316635437e-05 0.00053528274093848807 -0.00056783534628165281 -0.00072966962815302738 0.0013511835821391799 0.0014863436478546835 0.0012020088292129991 0.00083855591400015068 -0.0014253955279413396 0.0014134165934286624
leaf_weight=0.0012460856490561492 0.0014819466481368329 0.0011919495314565145 0.0016255993064104848 0.001018360866286149 0.0012073670305792206 0.0017480153852993388 0.001563860371526892 0.0014251473339921264 0.0010293116698769636 0.0012050593867982675 0.0010077203347298447 0.0011134628540101499 0.0012599359675444788 0.001196359662621215 0.0019369326454281577 0.001367051969122457 0.001422878505251913 0.0013187490151300822 0.0020070448932489882 0.0020489852535065982 0.001482668056123515 0.0013492099067775598 0.0018152181220330021 0.0013502556461091331 0.0011014690472848088 0.0011889538330258622 0.0030187331810429541 0.0016566748861812641 0.0023226361358368308 0.0014944925589892577
leaf_count=86 270 38 99 221 103 59 100 433 146 58 119 241 62 18 44 35 63 187 39 118 58 31 19 62 23 28 94 90 114 63
internal_value=0 -6.63703e-05 -9.75691e-05 -5.06175e-05 -1.12203e-05 0.000579304 -8.37969e-05 -0.000127867 -9.28816e-05 -4.93695e-05 -1.15356e-05 0.000325406 0.000520181 -0.000145168 -0.000202138 -0.000141448 -0.000331672 -0.000220583 -0.000468586 0.000326191 2.36198e-05 0.000330634 -9.75014e-05 0.000684168 0.000205181 0.000860682 0.000958633 0.00043216 -0.00116422 0.00108239
internal_weight=0 0.0449561 0.0437641 0.0421385 0.0406566 0.00444987 0.0362067 0.0346428 0.0336245 0.0321993 0.03117 0.00885158 0.00773811 0.0223184 0.0211221 0.019917 0.0141966 0.0127737 0.00878777 0.00398592 0.00514639 0.00572043 0.00316443 0.00673039 0.00245172 0.00255601 0.00427867 0.00313934 0.00364139 0.00270186
internal_count=3121 3035 2997 2898 2628 225 2403 2303 2082 1649 1503 601 360 902 884 826 713 650 488 162 187 113 50 241 85 63 156 148 301 166
is_linear=0
shrinkage=0.00148603


Tree=1309
num_leaves=16
num_cat=0
split_feature=43 42 40 133 3 4 12 16 0 52 13 42 52 1 16
split_gain=0.000132624 0.000163969 0.000298186 0.000276465 0.000215967 0.000355427 0.000223303 0.000192429 0.000160818 0.000471829 0.00017901 0.00021708 0.000156696 0.000142907 0.000101773
threshold=0.24789500000000006 -0.11466499999999999 -0.013874999999999998 0.095000000000000015 -0.10519499999999998 0.23246000000000003 0.083370000000000014 -0.25582999999999995 -0.10151999999999999 -0.0064899999999999992 -0.084034999999999985 0.088200000000000014 -0.081429999999999989 0.099195000000000019 -0.5048999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 13 4 5 6 -4 14 9 12 -10 -12 -9 -3 -6
right_child=-2 2 3 -5 7 -7 -8 8 10 -11 11 -13 -14 -15 -16
leaf_value=-0.0014298672181342117 -0.0015388572769709456 0.00065970909051491779 0.001697697672961715 -0.001906801469960062 -0.00043560760599509614 0.0027104726276593934 -0.00082443144785648262 0.00067249657279649271 0.0005054494934257917 0.0024736678779908716 -0.0024111118221817789 0.00019927257398790651 -0.0011924122833819758 0.0028617600398492811 -0.0022011253700606301
leaf_weight=0.0013389341759830744 0.0010511767958039089 0.0012676348916755833 0.0010429731469656601 0.0013985766726991025 0.0013392318988945107 0.0014656790788595275 0.0018934060494060212 0.0016288193264930584 0.0018644107508818918 0.0017476437870231863 0.0014186549015434442 0.001071127637672753 0.0018362000045435423 0.0010180333281294973 0.0011737114912206926
leaf_count=160 188 67 67 459 93 78 155 59 514 63 537 303 71 217 90
internal_value=0 5.33853e-05 0.000151866 -3.84267e-05 0.000120115 0.00095009 7.14041e-05 -0.00018234 0.000100789 0.000619445 -0.000520125 -0.0012881 -0.000315765 0.0016405 -0.00126022
internal_weight=0 0.021505 0.0201661 0.0178804 0.0164819 0.00440206 0.00293638 0.0120798 0.00956686 0.00521266 0.00435419 0.00248978 0.00346502 0.00228567 0.00251294
internal_count=3121 2933 2773 2489 2030 300 222 1730 1547 193 1354 840 130 284 183
is_linear=0
shrinkage=0.00437696


Tree=1310
num_leaves=31
num_cat=0
split_feature=31 453 150 1456 133 133 401 376 123 124 1 15 0 43 47 43 48 16 15 4 48 2 48 0 12 1 47 4 2 2
split_gain=0.00108702 0.000623714 0.000746974 0.000901514 0.000531622 0.000784368 0.000931981 0.000640697 0.000629006 0.00059114 0.000516478 0.000948748 0.00114884 0.000694874 0.000677067 0.000695146 0.000651496 0.000530611 0.000709921 0.000514907 0.00111922 0.000489827 0.000453134 0.000414849 0.000402767 0.000397874 0.000385524 0.000374708 0.000394674 0.000352253
threshold=-1.0000000180025095e-35 0.097350000000000006 -0.22665999999999997 -1.0000000180025095e-35 -0.25159999999999993 -0.15387499999999996 0.083100000000000021 0.11430500000000002 1.0000000180025095e-35 -1.0000000180025095e-35 0.111945 -0.095869999999999983 -0.23091999999999999 0.15359500000000004 0.085270000000000026 -0.084004999999999982 -0.04451999999999999 0.22339500000000004 0.083195000000000005 0.09173000000000002 0.13723000000000002 -1.0000000180025095e-35 0.087380000000000013 -0.084044999999999995 0.11650500000000001 0.096860000000000016 0.11069000000000002 0.24564500000000003 0.11018500000000002 0.089885000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 7 8 9 -7 11 21 -13 14 15 23 -17 18 22 20 -12 -11 29 -14 26 -10 -21 -23 -29 -18
right_child=1 -3 3 4 5 6 -8 -9 25 10 19 12 13 -15 -16 16 17 -19 -20 24 -22 27 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0014006896592602433 0.00095687584719757852 -0.001149128010367331 -0.0010777095451739581 -0.00088934518814560526 0.00098636702666449107 -0.0010684999454535081 -0.0012164086207433248 -0.0010653732203896814 0.00022241904151708796 -0.0013673139015279087 -0.00074988873610667083 0.0013916128730809686 -0.00062498985673221854 0.00083825666846014065 0.00090341774768996723 0.00045135515649919123 -0.00041347975005067778 -0.0014005044287891224 -0.001400500668811429 0.00045534256797243581 0.00098109857039101666 -0.00091347083359476255 -0.00096307094222883034 0.00033285975980193954 -0.00010213881548080902 0.0014003828692137953 0.0013685939157415557 0.00055998987016167231 -0.0006360840427481456 0.00051103881382777666
leaf_weight=0.0010279026967133778 0.0014511931396725677 0.0010004019848395265 0.0016554888556052907 0.0013418378504705944 0.001540227440579133 0.001000373349333116 0.0012615428032414213 0.0010571801761605206 0.0012468126963085515 0.0012914805422497011 0.0019835796595231159 0.0011981899177406661 0.0010828626978418576 0.0016439194875554888 0.0011717659403256428 0.0012756651900645019 0.0015043744110208269 0.0014211129731425132 0.0011868918092290404 0.0021450421340727388 0.0011612587975378119 0.001453978810944878 0.0010819767574776762 0.0048930675795987285 0.0011659557771039886 0.0010240678361090882 0.00156970811337942 0.0011653795990440585 0.0010096638017955684 0.0017460853513812102
leaf_count=86 24 24 286 180 64 40 233 24 36 15 102 32 168 27 73 40 142 179 527 103 20 136 49 211 22 120 15 28 18 97
internal_value=0 -5.61607e-05 -3.05724e-05 -6.52864e-05 -2.29874e-05 7.37952e-06 -3.36598e-05 8.3941e-06 4.13708e-05 -8.93511e-06 2.50904e-05 -8.11264e-05 6.63242e-05 -2.7042e-05 -0.000119629 -0.000204096 -0.000468406 -0.000637459 -0.000440991 0.000331165 -0.000110707 -0.000626695 -0.000178129 0.000159294 0.000615881 0.000753629 0.000841247 -0.000363127 4.7676e-06 8.31541e-05
internal_weight=0 0.0437311 0.0427307 0.0412795 0.039624 0.0382822 0.0367419 0.0354804 0.0344232 0.0321523 0.031152 0.0231264 0.0182059 0.0170077 0.0153638 0.014192 0.00821611 0.00694044 0.00551933 0.00802554 0.00314484 0.0049205 0.00433244 0.00597593 0.00488071 0.00227088 0.00371475 0.00362902 0.00217504 0.00325046
internal_count=3121 3035 3011 2987 2701 2521 2457 2224 2200 2044 2004 1742 1545 1513 1486 1413 1034 994 815 262 122 197 288 379 140 156 118 182 46 239
is_linear=0
shrinkage=0.00140032


Tree=1311
num_leaves=16
num_cat=0
split_feature=11 3 2 1 13 3 16 12 0 52 47 3 2 52 0
split_gain=0.000139007 0.000189351 0.00030647 0.000211436 0.000288763 0.000284115 0.000193962 0.000175486 0.00022337 0.000171389 0.000242843 0.000264702 0.000125697 0.000173233 0.000111215
threshold=0.081790000000000015 -0.12018999999999998 0.10803500000000001 0.08844500000000001 -0.094514999999999988 -0.055119999999999995 0.013515000000000001 -0.010834999999999999 -0.072894999999999988 -0.07167999999999998 0.092710000000000015 0.090900000000000009 0.10060500000000001 -0.0027449999999999996 -0.068944999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 -3 14 9 -9 11 -11 13 -7 -6
right_child=-2 3 -4 4 7 12 -8 8 -10 10 -12 -13 -14 -15 -16
leaf_value=5.5326275017208441e-05 -0.0012038811430927329 -0.0032547321737543744 0.003139155397382526 0.0019049759989183013 4.9859823725520334e-05 -0.00069372075421385271 -0.00059342516285365121 -0.0011925028502291391 -0.0019936856524680139 1.2408416889466459e-05 -0.0010264772019135365 0.0025495140598999519 -0.0013630653076678182 0.0015290513370877338 0.0021137480855744346
leaf_weight=0.0017824601029061684 0.0018171033317651011 0.0011992821706673347 0.001004191799724552 0.0018061292079722966 0.0010033305064021114 0.0013462786310629582 0.001001825200659695 0.0017624116447136923 0.0013446620489574439 0.0018951683330399316 0.0015544722992064663 0.0014442927884132928 0.0010314096704830966 0.0014532181685265062 0.0010811796902902579
leaf_count=145 175 1233 35 169 143 90 264 75 181 213 84 63 78 68 105
internal_value=0 8.39641e-05 0.00116661 -8.43583e-05 0.000260991 -0.000765188 -0.00204345 -3.34159e-05 -0.000334006 1.26939e-06 0.000431173 0.00110969 -3.07434e-05 0.00046012 0.00112034
internal_weight=0 0.0207103 0.00278665 0.0179237 0.0118916 0.00603201 0.00220111 0.0100855 0.00800101 0.00665635 0.00489393 0.00333946 0.00383091 0.0027995 0.00208451
internal_count=3121 2946 180 2766 1033 1733 1497 864 616 435 360 276 236 158 248
is_linear=0
shrinkage=0.0044645


Tree=1312
num_leaves=17
num_cat=0
split_feature=41 124 484 484 48 0 160 133 133 13 2 52 15 49 2 51
split_gain=0.00013764 0.000147833 0.000176083 0.000205886 0.000171988 0.00036585 0.000191047 0.000193211 0.00023136 0.000239307 0.000354024 0.000296886 0.000301914 0.000320501 0.000250721 0.00010597
threshold=0.078475000000000017 0.08919500000000001 0.085515000000000022 0.091880000000000003 0.092475000000000016 -0.18901999999999997 -0.082299999999999984 0.10622000000000002 -0.0061299999999999992 -0.084034999999999985 0.095195000000000016 0.091275000000000009 -0.10091499999999999 -0.047584999999999995 0.081135000000000013 0.045645000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 6 -6 -1 8 -8 10 -10 12 -11 -14 -15 -7
right_child=-2 -3 3 -5 5 15 7 -9 9 11 -12 -13 13 14 -16 -17
leaf_value=-0.0023036465483544173 -0.0015125827225873759 0.0018912836456695475 0.0027480776690028681 -0.00021454081879055005 -0.001070297934341863 0.0010335741220194542 -0.0017836788930138212 -0.0022466257705341377 0.0033468650046634303 0.0011386873373977955 -0.00035678128574179017 0.0020937693181724997 0.00017306501469168986 -0.00084404544825127136 -0.0039392262450518873 0.0032085944739219984
leaf_weight=0.0012145011128971714 0.0014058508426681984 0.0010411863738561946 0.0011456413309485205 0.0011341456040812048 0.0015578306934500574 0.0011576767188228301 0.0016375041807819022 0.0010827143179117935 0.0012790808391327504 0.001664458855464678 0.0012301832570460469 0.0011273319103439761 0.0019771984962149184 0.0012095705421568672 0.0013406378946809183 0.0010271573570608261
leaf_count=315 148 52 116 210 41 165 633 337 174 95 89 80 104 140 320 102
internal_value=0 8.09503e-05 -1.43155e-05 0.00127424 -0.000182124 0.000754792 -0.000436902 -0.000256233 -6.8283e-05 0.000217516 0.00153113 -0.000232833 -0.00065643 -0.00131639 -0.00247117 0.00205612
internal_weight=0 0.0208268 0.0197856 0.00227979 0.0175058 0.00374266 0.0137632 0.0125487 0.011466 0.00982846 0.00250926 0.0073192 0.00619187 0.00452741 0.00255021 0.00218483
internal_count=3121 2973 2921 326 2595 308 2287 1972 1635 1002 263 739 659 564 460 267
is_linear=0
shrinkage=0.00492917


Tree=1313
num_leaves=31
num_cat=0
split_feature=31 1348 1456 14 1213 1365 11 3 15 3 124 0 150 2 50 0 160 2 13 4 47 3 160 4 4 1 16 42 4 42
split_gain=0.00111921 0.000754893 0.00101039 0.000766181 0.000686676 0.000689545 0.000663272 0.000613484 0.000565278 0.000487735 0.000511144 0.000494682 0.000729229 0.000635995 0.000606025 0.000737072 0.000673686 0.000587875 0.000996212 0.000536028 0.000684499 0.000519325 0.000608987 0.000399776 0.000354634 0.00032933 0.000288574 0.000278846 0.000241347 0.000198519
threshold=-1.0000000180025095e-35 0.090205000000000021 -1.0000000180025095e-35 0.076175000000000007 -0.080769999999999995 1.0000000180025095e-35 0.087830000000000005 -0.12018999999999998 -1.0000000180025095e-35 0.30112000000000005 -0.043384999999999993 -0.10607499999999999 0.092010000000000022 0.11215000000000001 0.10030500000000002 -0.084044999999999995 0.085330000000000003 0.087015000000000023 -0.47860499999999995 -0.083854999999999985 0.13082500000000002 0.10299500000000002 0.086870000000000017 -0.27825499999999997 0.41379000000000005 0.11230000000000001 -0.25582999999999995 -0.076394999999999977 -0.0019149999999999998 0.079510000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 8 -6 10 27 13 14 21 15 29 17 19 -19 -17 -21 22 26 -10 -8 -15 -12 -9 -28 -13
right_child=1 -3 3 -5 5 -7 24 9 23 -11 11 12 -14 25 -16 16 -18 18 -20 20 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0014287146996897772 -0.0011666781900614381 0.0010162971387388685 -0.0010359393993235634 -0.0011923164215136214 0.0012566124691656586 -0.0010313206949731715 -0.0012499666662711345 0.00015125193744927387 -0.00027026430606086181 0.00079453309228001213 3.3959857606190411e-06 -0.0014285025344919521 -0.001379992722338358 -0.0010043340942655365 0.00064094543413850832 0.00080057592305515725 0.00096223773757887895 0.00030021715153240894 -0.0012031509330006605 -0.0012005181709762536 0.0002470413369704158 0.00097700754712703531 -0.00051530024843576469 0.00070222635040342006 -0.00015316380797921058 3.9831110483677896e-05 0.00035561541315769885 0.0011324033724463634 0.0012591930931343429 -0.00056218955255357618
leaf_weight=0.0010484455458579225 0.0017298879938913983 0.0012785057688944326 0.0013057298922807261 0.0011667173438594238 0.0016266397062110194 0.0012364479750159854 0.0011378540859467981 0.0012551178587223433 0.0016583206064453293 0.0015849898678768062 0.0017318522834646197 0.0011668667634817049 0.0010836512968150922 0.0012323687496405009 0.0016777755905501577 0.0015181499241725405 0.0010702475913575435 0.0014231040522645379 0.0024428279322603573 0.0010067130767761577 0.0019715976153804604 0.0020049063077749452 0.0019672866039055492 0.0017967597246979416 0.0012756927200996415 0.0012325779837567552 0.001326967376876099 0.0011167366909367029 0.001105470223325954 0.0010039351316952771
leaf_count=86 287 38 290 82 66 55 72 40 44 115 31 178 113 20 224 78 50 11 458 196 12 29 47 40 32 31 33 114 19 230
internal_value=0 -6.48504e-05 -9.78735e-05 -5.17973e-05 -1.76432e-05 1.76675e-05 5.32819e-05 0.000104635 0.00056233 2.42196e-05 -2.0441e-05 -8.06389e-05 -0.00025336 0.000153396 -0.000161434 -0.000277453 -0.000104757 -0.000241315 -0.00064974 0.000109838 -0.000242255 0.000345953 0.00013961 0.000235464 -0.000670246 -0.000482207 0.000449001 0.000613206 0.000766264 -0.00102786
internal_weight=0 0.0431357 0.0418572 0.0401273 0.0389606 0.0376549 0.0364184 0.0340049 0.00508172 0.0289231 0.0273382 0.0249663 0.0143649 0.0106014 0.0132812 0.0116034 0.00943264 0.00836239 0.00386593 0.00449646 0.00297831 0.00813648 0.00613158 0.00345508 0.00241355 0.00246495 0.00416429 0.00237185 0.00243244 0.0021708
internal_count=3121 3035 2997 2710 2628 2338 2283 2179 150 2029 1914 1760 1550 210 1437 1213 805 755 469 286 208 159 130 84 104 51 83 154 52 408
is_linear=0
shrinkage=0.00142833


Tree=1314
num_leaves=31
num_cat=0
split_feature=39 42 1348 1456 14 484 160 1213 3 453 43 130 16 1447 12 1374 42 12 42 1375 150 42 0 0 16 1 43 13 1 0
split_gain=0.00105368 0.000812897 0.000689991 0.00100799 0.000710459 0.000535184 0.000631676 0.000631571 0.000509155 0.000620576 0.000440385 0.00092266 0.000772997 0.000697382 0.000644256 0.000477442 0.000547518 0.000603842 0.000550345 0.000371047 0.000759412 0.000543809 0.000534271 0.000707094 0.000881413 0.00067762 0.000311832 0.000172667 0.000142838 0.000138484
threshold=0.16946000000000003 -0.11466499999999999 0.090205000000000021 -1.0000000180025095e-35 0.076175000000000007 0.085515000000000022 -0.081969999999999987 -1.0000000180025095e-35 0.30112000000000005 1.0000000180025095e-35 -0.14968999999999996 -1.0000000180025095e-35 0.15891500000000003 -1.0000000180025095e-35 0.10345000000000001 -0.094929999999999987 -1.0000000180025095e-35 -0.069644999999999985 0.091545000000000015 -0.081379999999999994 0.084555000000000019 0.08623500000000002 -0.030209999999999997 -0.14116499999999996 -0.056919999999999991 0.095285000000000022 -0.27207999999999993 -0.074044999999999986 0.085110000000000005 -0.077999999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 26 3 -3 5 7 28 -5 9 10 11 -9 13 -12 27 -15 -17 -18 19 -19 21 22 23 -21 25 -25 -1 -14 -7 -13
right_child=-2 2 -4 4 -6 6 -8 8 -10 -11 12 29 14 15 -16 16 17 18 -20 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0012814515644384596 0.0013199460062260763 -0.0010136623571578428 0.00095805375526902576 -0.00092034571094886308 -0.00096450128463027279 0.00057701933151056294 -0.00010751091059813426 -0.00070387473840880584 0.00076237545214170226 -0.00092093959095348923 -0.0010094246917523582 0.00030758245356901512 -0.00052929826692215158 -0.00061319703139257973 0.00015400321520267062 -0.00059414861605805555 0.001236854323757504 0.00099643696727095264 -0.0004722443174813572 0.00060711034958757287 -0.00059429910906307754 0.000939811089079804 0.00086406836773786073 -0.00052829164558987915 -0.0012998466180808201 0.0008003444045973176 -0.00028583034390711426 -0.0012076261554160572 0.001212629588267258 0.00084505257198517255
leaf_weight=0.0011937079278734331 0.0010088678487107918 0.0017445877159574233 0.0012624443457625025 0.0012817697313061141 0.0012549537328965235 0.0011509374645726211 0.0018175673933527028 0.0010688438753163609 0.0015485537138744112 0.0012573573809353525 0.0010047651879732103 0.0012066199448099724 0.0010791066355269052 0.0014296044043931025 0.0014257443876697362 0.0014530997138899595 0.0010149598625337443 0.0011572886120387879 0.0019295925649256427 0.0021930597451955587 0.0017265423176846548 0.0021576669852805264 0.0016139120359071196 0.0014578227355748104 0.0011485142942522335 0.0012342800055193948 0.0010122343982099649 0.0016563083613724819 0.0013235989998809927 0.0027082712634616249
leaf_count=50 23 270 38 410 69 95 69 30 101 52 162 42 52 21 40 350 157 32 233 39 75 108 24 48 78 15 119 209 65 45
internal_value=0 -4.41349e-05 -2.45636e-06 -3.27368e-05 1.19441e-05 4.50219e-05 0.000483152 -1.23916e-05 2.45871e-05 -1.3594e-05 2.62043e-05 0.000382732 -4.88239e-05 6.12434e-05 -0.000565179 0.000119342 0.000180632 0.000252645 0.000184312 0.000284153 0.000212671 0.000354765 0.000189702 9.31942e-06 -0.00033203 8.08638e-05 -0.000824594 -0.000940029 0.000916999 0.000679397
internal_weight=0 0.0435137 0.0413078 0.0400453 0.0383007 0.0370458 0.0042921 0.0327537 0.0314719 0.0299234 0.028666 0.00498374 0.0236823 0.0195211 0.00416116 0.0185163 0.0170867 0.0156336 0.0146187 0.0126891 0.0115318 0.00980526 0.00764759 0.00603368 0.00384062 0.0026921 0.00220594 0.00273541 0.00247454 0.00391489
internal_count=3121 3098 2929 2891 2621 2552 229 2323 1913 1812 1760 117 1643 1342 301 1180 1159 809 652 419 387 312 204 180 141 63 169 261 160 87
is_linear=0
shrinkage=0.00131955


Tree=1315
num_leaves=31
num_cat=0
split_feature=39 9 42 1456 151 2 1 123 13 13 12 403 4 133 3 0 51 51 457 51 52 160 0 4 1 2 2 43 2 15
split_gain=0.00140207 0.00130601 0.000920761 0.000733713 0.000774796 0.000878503 0.000772894 0.000697254 0.000773033 0.000886974 0.00108283 0.00069722 0.000693899 0.000675761 0.000661026 0.000933347 0.000513544 0.000703182 0.000614141 0.000634801 0.000573785 0.000467818 0.000511992 0.000598682 0.000460611 0.000399656 0.000358297 0.000349771 0.000341906 0.000327198
threshold=0.16946000000000003 -0.036024999999999995 -0.26584999999999998 -1.0000000180025095e-35 -0.40381499999999992 0.088850000000000012 0.13075500000000004 0.088610000000000008 -0.53104499999999988 -0.47860499999999995 0.098810000000000023 0.03138500000000001 0.25615500000000008 0.094195000000000015 -0.10831999999999999 -0.050684999999999994 -0.076794999999999988 -0.091239999999999974 -0.068264999999999978 0.08955500000000001 -0.075329999999999994 0.083670000000000008 -0.10607499999999999 -0.083854999999999985 0.085110000000000005 -0.13033999999999998 0.10855000000000002 -0.088704999999999992 0.088850000000000012 -0.11033999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 28 -5 6 11 8 -7 -10 13 21 -12 14 26 16 17 -16 -18 24 -21 22 29 -24 -20 -25 -11 -13 -4 -6
right_child=-2 2 3 4 5 7 -8 -9 9 10 12 27 -14 -15 15 -17 18 -19 19 20 -22 -23 23 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0014007976594008122 0.0014007831290801362 -0.00140053587701969 -0.00027942025100626141 -0.0011899004103424369 -0.00067505896074549615 -0.00085647191986313264 0.00064998501390651435 0.0011492474716482584 0.0011487482495777467 0.0003591743581283812 -0.0013131994783805861 0.000866124659010838 0.00016735102347905417 -0.00071355088460617474 0.00033622407873271093 -0.00088424154002376683 -0.00045492736872597043 -0.0011669295491389161 0.00023754279223576902 -0.00072777812714009749 0.00049893419234107669 -0.0013396053430765201 1.4197377970561235e-05 -0.00019894847706478398 0.0011269986162344206 -0.0011671005900380162 0.0011979986784085204 -0.00019002865787945395 -0.0014004693023398518 0.00023168455168047689
leaf_weight=0.0011658703746411083 0.0013185159065614007 0.0010431363741840718 0.0010121478568940736 0.0011012665729346329 0.0010781048040904295 0.001546276706903881 0.0016255119674599703 0.0013136465506096142 0.0016719071426649626 0.0019822663583681692 0.0016356490598596887 0.0011573185583397816 0.0010003761422723301 0.0014529659504354244 0.0014331536664675681 0.0015624334279422851 0.0013948024919034916 0.0010628301957922295 0.0016670502464148848 0.0011630511157534329 0.0020935512436639492 0.0012076761290575897 0.0018313244467389493 0.0011020081996768764 0.0036225185615101907 0.0034648817300022483 0.0020120238794625322 0.0013118331978360662 0.0011280077112540976 0.0028256329560392172
leaf_count=89 23 18 168 64 20 16 47 100 24 98 248 35 31 149 50 84 69 21 177 15 87 104 240 26 112 623 55 146 119 63
internal_value=0 -6.30576e-05 -9.97574e-05 -6.99096e-05 -3.03681e-05 -1.22026e-07 -0.000263927 0.000154549 0.000102903 0.000165352 9.08983e-05 -0.0003702 -0.000751328 0.000205063 0.00027924 0.000135876 0.000264032 -0.000303843 0.000406614 0.000547224 6.08306e-05 -0.000515051 -0.00041839 -0.000662233 0.000846679 -0.000933482 0.000781711 0.000305002 -0.000870289 -1.8733e-05
internal_weight=0 0.0476692 0.0465034 0.0454602 0.0433201 0.0422188 0.0156043 0.0266145 0.0253009 0.0237546 0.0220827 0.0139788 0.00263603 0.0194466 0.0179937 0.0139994 0.012437 0.00249598 0.00994097 0.00854617 0.0032566 0.0115096 0.010302 0.00639821 0.00528957 0.00456689 0.00399429 0.00246915 0.00214016 0.00390374
internal_count=3121 3098 3009 2991 2704 2640 1304 1336 1236 1220 1196 1257 279 917 768 615 531 71 460 391 102 1076 972 889 289 649 153 181 287 83
is_linear=0
shrinkage=0.00140032


Tree=1316
num_leaves=31
num_cat=0
split_feature=31 1348 1456 14 484 160 1213 11 3 457 38 124 1 15 15 2 15 133 12 52 40 13 133 13 2 0 1 16 47 15
split_gain=0.00117932 0.000697627 0.000974642 0.000847495 0.000638556 0.000630193 0.000582668 0.00059875 0.00090624 0.00076402 0.000713802 0.000788438 0.000580482 0.00112018 0.000847922 0.000555473 0.000531995 0.000486701 0.000481332 0.000492709 0.000440724 0.000425578 0.000395327 0.000454888 0.000368825 0.000323326 0.000421398 0.000445648 0.000396366 0.000337003
threshold=-1.0000000180025095e-35 0.090205000000000021 -1.0000000180025095e-35 0.076175000000000007 0.085515000000000022 -0.081969999999999987 -1.0000000180025095e-35 0.087830000000000005 -0.12018999999999998 -0.0029299999999999994 1.0000000180025095e-35 -0.043384999999999993 0.10508500000000001 -0.095869999999999983 -0.090644999999999989 0.11362000000000001 -1.0000000180025095e-35 0.083950000000000011 0.095565000000000011 -1.0000000180025095e-35 -0.063404999999999989 -0.092094999999999982 0.10622000000000002 -0.099939999999999987 0.10045500000000002 -0.033209999999999996 0.11669000000000002 -0.13941499999999998 0.13082500000000002 -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 -2 4 6 -6 -4 8 15 24 11 -11 13 -13 -15 16 -8 18 19 -16 -14 -22 23 -19 -10 26 29 -28 -29 -23
right_child=1 -3 3 -5 5 -7 7 -9 9 10 -12 12 20 14 17 -17 -18 22 -20 -21 21 25 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.0013732666153787503 -0.0010944402476472299 0.00096129436864398309 -0.000955229695629854 -0.0011494684044966474 0.0009567828795413486 -9.5467101559674271e-05 0.0010933903740611023 -0.00069686034504606788 -0.001368275177343617 0.00081469362934000493 -0.0010312418998724329 -0.0011107410561663408 -0.00051695078876826486 0.00086461013007486562 -0.00095214730782395066 0.0013730757945725597 -0.00010542102598421567 0.0011702980283627349 -0.0012400385067551092 9.2168196836908144e-05 0.0011229552689393427 0.0010663417656292932 -0.00045336775498493886 -1.418410304216961e-05 -0.00030545285297370431 0.00092778334120367377 -0.00088060353578283746 -0.00049544185198987969 0.00066021148292722421 7.6208756676869884e-05
leaf_weight=0.0011028171099727304 0.0017552378735037335 0.001217840720396878 0.001364327090676686 0.0012819958745700069 0.0023796805959568346 0.0019532052951305437 0.0010344110785438509 0.0024401428898030977 0.0011756499472355122 0.0022431026929873301 0.0012340515913393793 0.0022466495224455702 0.0013317640973991027 0.0016384280721777273 0.001268006381470288 0.001224713718315229 0.0021432616095040579 0.0010456734096351283 0.0012202447705911279 0.0025922266338294295 0.0011149781040167292 0.0011468215303409579 0.0013037851945050249 0.0014703367439246051 0.0012913496517032996 0.0010177555741677207 0.0012414297482683532 0.0010124497590204831 0.0012499361485822647 0.0014892037865195116
leaf_count=86 287 38 439 82 157 68 37 102 126 127 38 153 34 76 119 21 62 6 119 301 66 16 250 126 49 18 14 38 16 50
internal_value=0 -6.36555e-05 -9.20819e-05 -5.03466e-05 -1.58727e-05 0.000482443 -7.49615e-05 -4.082e-05 8.08091e-06 -8.1957e-05 -1.23362e-05 3.87089e-05 -3.90328e-05 -0.000230624 -4.29993e-05 0.000587567 0.000284822 -0.000210079 -0.00048845 -0.000250868 0.000216014 0.00033401 0.000160166 0.000478096 -0.000811941 0.000211112 9.23149e-05 -0.000219645 0.00014304 0.000506973
internal_weight=0 0.0451287 0.0439108 0.0421556 0.0408736 0.00433289 0.0365407 0.0351764 0.0327362 0.0283338 0.0258668 0.0246328 0.0223897 0.0127854 0.0105387 0.00440239 0.00317767 0.00890027 0.00508048 0.00386023 0.00960434 0.00827257 0.0038198 0.00251601 0.002467 0.0071576 0.00613984 0.00350382 0.00226239 0.00263603
internal_count=3121 3035 2997 2710 2628 225 2403 1964 1862 1742 1567 1529 1402 1150 997 120 99 921 539 420 252 218 382 132 175 152 134 68 54 66
is_linear=0
shrinkage=0.00137286


Tree=1317
num_leaves=18
num_cat=0
split_feature=1447 453 4 15 42 43 47 16 42 1 52 15 3 15 484 2 4
split_gain=0.000147522 0.000182696 0.000314963 0.000234934 0.000172455 0.000262896 0.000247681 0.000234497 0.000217365 0.000157558 0.000147404 0.000177265 0.000271195 0.000222531 0.00016558 0.000123774 7.96877e-06
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.24564500000000003 -0.10203999999999998 -0.095859999999999987 -0.17390999999999998 0.086010000000000017 -0.046599999999999996 0.088295000000000012 0.111945 0.10160000000000001 -0.0063699999999999989 0.090900000000000009 0.084050000000000014 0.073690000000000019 0.098260000000000014 0.41555500000000006
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 8 -8 10 -4 11 12 -7 14 15 -13 -11
right_child=1 -3 9 4 5 6 7 -9 -10 16 -12 13 -14 -15 -16 -17 -18
leaf_value=-0.0016360144449963701 -0.0020514363635034346 -0.0017385550491859699 0.00039465523001996742 -0.0013707159225959079 0.0019051355486234879 -0.0023981628613526066 0.002947059142640646 -0.00011467960432050162 -0.0020752609057363806 0.0019074397110045663 -0.0015602079643403297 -0.00043355917332642583 0.00060911855118468477 -0.00065641398972701216 0.0027038921165780179 0.0016851162270367761 0.0024785424281528919
leaf_weight=0.0011157937693264111 0.0012081166529652699 0.0011102581436538408 0.0020016256812365176 0.0016257988669585713 0.0016469343354739143 0.0012034590465692385 0.0010284459016975944 0.0010466601075878055 0.0012833788654914033 0.0010032168101927752 0.0011954890215654101 0.0011757428403402839 0.0012866909942310656 0.001826082139212204 0.0011680530553466184 0.0011131810556417321 0.0010235924553221865
leaf_count=300 199 78 134 198 88 338 50 105 521 52 140 117 48 395 51 102 205
internal_value=0 6.13631e-05 0.000157271 -0.000116824 3.29997e-05 0.000196313 -3.19888e-05 0.00140275 -0.000322392 0.00130089 -7.15651e-05 0.000157382 -0.000844264 0.000629504 0.00130877 0.000596824 0.00219586
internal_weight=0 0.0219467 0.0208365 0.016808 0.0155999 0.0139741 0.0123272 0.00207511 0.0102521 0.00402843 0.0089687 0.00777321 0.00249015 0.00528306 0.00345698 0.00228892 0.00202681
internal_count=3121 2821 2743 2352 2153 1955 1867 155 1712 391 1191 1051 386 665 270 219 257
is_linear=0
shrinkage=0.00455379


Tree=1318
num_leaves=31
num_cat=0
split_feature=31 151 151 1456 1213 122 124 484 403 475 16 42 43 1 43 47 4 0 13 151 15 1374 1375 48 49 42 52 51 15 1
split_gain=0.00114003 0.00068362 0.000868726 0.000787528 0.000829645 0.000589398 0.000655002 0.000580352 0.00105065 0.000826986 0.00068458 0.0005448 0.000655833 0.000696161 0.000676336 0.000477631 0.00127154 0.000811653 0.000532466 0.000526373 0.000878394 0.000582778 0.000482066 0.000442767 0.000620103 0.000700759 0.000406958 0.000378079 0.00101407 0.000314905
threshold=-1.0000000180025095e-35 -0.40381499999999992 -0.10959499999999998 -1.0000000180025095e-35 -0.080769999999999995 1.0000000180025095e-35 0.10281000000000001 0.085515000000000022 -0.083259999999999987 -0.082014999999999991 -0.53943499999999989 -0.11466499999999999 -0.074359999999999996 0.12337000000000002 -0.0037449999999999996 0.087235000000000021 -0.27825499999999997 -0.098289999999999975 -0.094514999999999988 0.086470000000000005 0.035560000000000008 -0.094929999999999987 -1.0000000180025095e-35 0.087380000000000013 -1.0000000180025095e-35 0.093775000000000011 -0.046924999999999988 -0.076794999999999988 -0.0072999999999999992 0.08844500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 7 8 -6 -10 -11 -12 13 23 -14 16 -16 -17 29 20 21 -20 -23 24 -13 -26 -24 28 -9 -18
right_child=1 2 3 4 5 -7 -8 27 9 10 11 12 14 -15 15 17 18 -19 19 -21 -22 22 26 -25 25 -27 -28 -29 -30 -31
leaf_value=0.001400722007565583 -0.0011736933771265144 0.00098831062676542065 -0.0010143856335871127 -0.0011591672601364042 -0.0013993707657908526 -0.0010388898773470065 0.00097109878249453726 -0.00082920479820787832 -0.0012513072404450503 0.0011683583871880481 -0.00090600797596636405 -0.00094222184504473528 -0.0011568948660355797 0.0014006528651883971 -0.00086425979956597575 -0.0010267361696098287 0.00023485398189134014 0.00044456696345170928 -0.000680900940604241 0.00089333399080397311 -0.0013077973351803608 0.0011074669581060408 0.00068493024796726688 0.00074613591812810033 0.00050586279400873185 -0.00063436866829357527 -0.00034336751895672413 0.00091206737556582618 0.0010420134946951052 0.0010765557948248803
leaf_weight=0.0010899338703839181 0.0010347557368906015 0.0016072450475732572 0.001631932986397632 0.0012208333802121709 0.001108418594264581 0.0010176589440789021 0.0014289160297220596 0.0011586259017839495 0.0010219386602763328 0.0010007110399032825 0.0012713913439488236 0.0011059185458652818 0.0011657031500436057 0.0010513594456049722 0.0024194727075652492 0.0021945958840028368 0.0015607013544789447 0.0011056272259244429 0.0013863270833098795 0.0012333878742651905 0.0010071467629479969 0.0012222228294831439 0.0012636167922894792 0.0021500195206811679 0.004038661613176008 0.001431536076980322 0.001873791548768565 0.0021008437275442651 0.0011138601234392809 0.0019740269591252968
leaf_count=86 64 86 283 294 394 19 30 46 175 62 95 95 192 37 78 40 39 49 14 13 182 12 57 104 203 55 85 115 27 90
internal_value=0 -4.8693e-05 -2.21556e-05 -6.05867e-05 -2.22741e-05 1.29474e-05 4.08309e-05 4.86553e-06 -5.94171e-05 -1.22343e-05 2.9342e-05 -9.35451e-06 3.10937e-05 0.000324179 -0.000124592 -5.47951e-05 5.86074e-05 -0.000533826 0.000252411 5.21372e-05 -0.000101499 0.00010994 0.000361421 0.000194482 1.41218e-05 0.000207467 7.07878e-05 0.000483849 8.79738e-05 0.000704916
internal_weight=0 0.0449012 0.0438665 0.0422592 0.0406273 0.0394065 0.0383888 0.0369599 0.0325866 0.0314782 0.0304562 0.0294555 0.0281841 0.0097775 0.0184066 0.0172409 0.0139407 0.00330022 0.0115212 0.00798649 0.00675311 0.00574596 0.00435963 0.00872614 0.00657612 0.0054702 0.00313741 0.00437333 0.00227249 0.00353473
internal_count=3121 3035 2971 2885 2602 2308 2289 2259 2071 1677 1502 1440 1345 494 851 659 570 89 492 363 350 168 154 457 353 258 142 188 73 129
is_linear=0
shrinkage=0.00140032


Tree=1319
num_leaves=30
num_cat=0
split_feature=31 1213 1456 484 403 453 475 4 158 11 2 130 15 1374 376 160 133 47 52 12 15 49 4 13 474 3 160 4 3
split_gain=0.0010981 0.000517131 0.000548527 0.000549909 0.000800437 0.00052552 0.000494901 0.000568959 0.000529514 0.000495915 0.000451112 0.00037778 0.000439993 0.000511976 0.000565641 0.000550606 0.0004653 0.00047912 0.000384266 0.000475174 0.000343544 0.000511091 0.000341057 0.000316672 0.000295847 0.00013869 0.00013776 0.000114667 1.55786e-05
threshold=-1.0000000180025095e-35 -0.080769999999999995 -1.0000000180025095e-35 0.085515000000000022 -0.083259999999999987 1.0000000180025095e-35 -0.074304999999999982 0.27044500000000005 0.085900000000000018 0.090920000000000015 -1.0000000180025095e-35 -0.0015749999999999998 0.095175000000000023 -0.094929999999999987 0.11430500000000002 -0.090969999999999981 -0.0084449999999999994 0.10783500000000001 -0.088204999999999992 -0.082514999999999991 -0.089549999999999991 -0.070909999999999987 -0.27825499999999997 -0.076599999999999988 0.084660000000000027 0.10893000000000001 -0.08538999999999998 -0.083439999999999986 -0.066704999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 -6 8 10 25 -8 -12 13 -13 15 -15 -17 18 -18 -20 -21 -22 -23 -14 26 -9 -5 -24 -19
right_child=1 2 3 24 5 -7 7 9 -10 -11 11 12 23 14 -16 16 17 28 19 20 21 22 27 -25 -26 -27 -28 -29 -30
leaf_value=0.0014007430960721755 -0.00094146103869957489 -0.000811358834454135 -0.0012400081982975159 0.00054508505526624021 -0.00079913660181151337 -0.00082289972104488394 -0.00083456677829627879 0.0011773489285348319 -0.00099687297777758936 -0.00015034847446548263 -0.00054236230332304909 -0.000485808856905288 0.00011647598857811142 -0.00053455122393606508 -0.00065472113848213703 -0.00029734910406892115 -0.00019099792144105837 0.0012584341081611876 -0.00030928237145680609 0.0012395279349227369 -0.00038148317133783406 0.0002544787625809908 0.0012665905020442813 -0.00082638977041106108 0.00092670635852821353 0.00053989092368901103 -0.00015923574823758748 0.00073345486284759245 0.0010141100481448591
leaf_weight=0.0010583138199123923 0.0012215119030737345 0.0016305738452551113 0.0010561823936808814 0.0010024947533313622 0.0013278061844359526 0.0014581286052575129 0.0011080828847589352 0.0015537299702341736 0.0010078917654694477 0.001291806952508523 0.0017707742452291999 0.0018858985650354034 0.0013073216760430828 0.0012644528002110347 0.001174881823544637 0.0015489860159434441 0.0018100224478669819 0.0010259449127900666 0.0011960556699097636 0.0015066251950905845 0.0010819310808329909 0.0022590794535304231 0.0013942208335215771 0.0014998682536277999 0.0018148078760908959 0.001175680303011184 0.0011920763574586593 0.0018286434717931675 0.0010210338742240319
leaf_count=86 325 258 399 116 224 64 48 120 110 28 124 23 72 121 11 211 168 21 33 56 26 23 29 114 89 80 35 85 22
internal_value=0 -4.42091e-05 -1.62463e-05 1.82675e-05 -4.02982e-05 -1.30879e-06 3.72852e-05 7.4663e-05 -1.9984e-06 0.000564456 3.86244e-05 7.96652e-05 0.00013018 0.000206644 0.000282959 0.000352085 0.000428494 0.000514166 0.000399145 0.000514416 0.000636489 0.000498072 0.000671664 -0.000387293 0.000508412 0.000902767 0.000162503 0.000964091 0.00113657
internal_weight=0 0.0404165 0.039195 0.0375644 0.033555 0.0324989 0.0310407 0.0297129 0.0256917 0.00402122 0.0246838 0.0235757 0.021805 0.0189978 0.0171119 0.015937 0.0146725 0.0131236 0.0110766 0.00926656 0.0080705 0.00656387 0.00548194 0.00280719 0.00400938 0.00272941 0.00219457 0.00322286 0.00204698
internal_count=3121 3035 2710 2452 2212 1813 1749 1525 1297 228 1187 1139 1015 829 806 795 674 463 420 252 219 163 137 186 240 200 151 114 43
is_linear=0
shrinkage=0.00140032


Tree=1320
num_leaves=19
num_cat=0
split_feature=147 11 484 156 3 2 484 457 1 4 2 3 42 0 15 47 43 2
split_gain=0.000135852 0.000246893 0.000151666 0.000170789 0.00014005 0.000277564 0.000176041 0.000377256 0.000291636 0.000273157 0.000216872 0.000179779 0.000346595 0.000169845 0.000164778 0.000255935 0.000218175 0.000129722
threshold=0.089025000000000007 0.087830000000000005 -0.0068949999999999992 0.091255000000000017 -0.12018999999999998 0.10855000000000002 0.08660000000000001 -0.0029299999999999994 0.08844500000000001 -1.0000000180025095e-35 0.10327000000000001 0.076840000000000006 0.083995000000000014 -0.084144999999999984 -0.016799999999999995 0.13206500000000002 -0.073404999999999984 0.089885000000000007
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 7 -6 10 13 11 12 -9 -10 15 16 -11 -18
right_child=-2 -3 3 -5 6 -7 -8 8 9 14 -12 -13 -14 -15 -16 -17 17 -19
leaf_value=-0.0018437713566357579 0.0016125172979008656 -0.002408524279477851 -8.9493590333658617e-05 -0.0018086788658323654 -0.0031145707919096838 0.0033967497377158191 0.0020832970178207314 -0.0030998064937856015 0.0040322093309969314 0.0025387642819072491 -0.0030698958920751334 0.0015199207284870354 0.00083109825519005437 0.0010691511296442666 0.0021578517108657453 -0.0026015075333305437 -0.0017917162927040178 0.00062404620043362484
leaf_weight=0.0012186961925241815 0.0014135473118792588 0.0013214065632205499 0.0015858454219994612 0.0012514115538665707 0.0011325417395184898 0.0011794402075420152 0.0011831365941816782 0.0012815319368506594 0.0010185327295495483 0.0010339039559528196 0.0010608502245328388 0.0011412454823087614 0.0013794050549877923 0.0013097165037843084 0.0010096181137910776 0.0010741158484961488 0.0011444170509522511 0.001550033183693067
leaf_count=481 124 118 117 191 111 36 218 537 67 85 174 31 351 292 27 23 57 81
internal_value=0 -0.000128281 1.83112e-05 0.000135675 0.000270221 0.00139745 6.67427e-05 -0.000102037 0.000160342 0.000790283 -0.000894129 -0.000287066 -0.00106206 0.00236539 0.000159314 -0.000260837 0.000413496 -0.000402003
internal_weight=0 0.0218758 0.0205544 0.0193357 0.0180843 0.00276529 0.015319 0.0141359 0.0130034 0.00814034 0.00486303 0.00380218 0.00266094 0.00232825 0.00581209 0.00480247 0.00372835 0.00269445
internal_count=3121 2997 2879 2398 2207 153 2054 1836 1725 632 1093 919 888 359 273 246 223 138
is_linear=0
shrinkage=0.0054422


Tree=1321
num_leaves=31
num_cat=0
split_feature=31 1213 151 1348 14 1456 122 124 123 480 49 4 13 0 474 156 42 43 47 51 1 48 0 0 12 133 1 2 40 3
split_gain=0.00133434 0.000707348 0.000681522 0.00105033 0.00113786 0.000962083 0.000777112 0.000761723 0.000754521 0.000710003 0.000604093 0.000722624 0.000704782 0.000568545 0.000524027 0.000756989 0.000502738 0.000617998 0.000745001 0.000796305 0.000872913 0.00101862 0.000904312 0.00073827 0.000728501 0.000605513 0.000444768 0.000485418 0.000424421 0.000388642
threshold=-1.0000000180025095e-35 -0.080769999999999995 -0.40381499999999992 0.090205000000000021 0.076175000000000007 -1.0000000180025095e-35 1.0000000180025095e-35 0.10281000000000001 1.0000000180025095e-35 1.0000000180025095e-35 0.0093850000000000027 -0.49405499999999997 -0.23438999999999996 -0.019414999999999998 0.084660000000000027 1.0000000180025095e-35 -0.11051499999999999 -0.074359999999999996 0.091680000000000011 0.12229000000000002 0.10060500000000001 0.085700000000000012 -0.10096999999999999 -0.059114999999999994 0.088305000000000008 0.090665000000000009 0.107145 0.13093500000000002 -0.081804999999999975 0.092670000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 7 8 9 10 11 -7 -13 26 15 16 -14 23 19 20 21 22 -19 25 -24 -18 -12 -28 -10 -23
right_child=1 2 3 -5 -6 6 -8 -9 28 -11 13 12 14 -15 -16 -17 17 18 -20 -21 -22 29 24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0013464011262574022 -0.00099821780941139644 -0.0011214231846577594 -0.0010283223145195217 0.0013154413835309269 -0.0011684962779998154 -0.00084527669342813225 -0.00099859507388866029 0.00097810879485667494 7.0363218225705373e-05 -0.001068240692002227 -0.00055399311334470398 0.00064851127313396342 -0.00098632195202582066 0.00125808366095192 0.00058034321355705559 -0.0011607233437288548 0.00031608844030094166 0.00082734037968068422 -0.00092436804778845978 -0.0011428675095855104 0.00084738509123734589 -0.0013461510211695798 -0.001135391866431814 0.0010727337918755085 0.00023009492674604679 -0.00073712447542423972 0.0011047601952073579 -8.4227031287750824e-05 0.0010864140780666831 -0.00024280619868791899
leaf_weight=0.0012667643778014872 0.0013930249596307833 0.0010039752060819742 0.0015599384973996591 0.0010730587371696734 0.0015408013625970432 0.001940199737930459 0.001244234652403974 0.0016458011866085078 0.0012434214920178377 0.0011199899280516226 0.0010256863491198698 0.0027681026355610419 0.0010287521127545487 0.0012206372451259986 0.0020629722196145997 0.0012172588546044407 0.0039558568749158418 0.0022830865642049373 0.0021242606249636262 0.0010902530470886527 0.0020620045385082442 0.0013513481010454242 0.001154235129621233 0.0017000857872417853 0.0018299528873404469 0.0013184719266927658 0.0012213768525271007 0.0012676199732482019 0.001857103529083969 0.0010110215262102429
leaf_count=86 325 64 240 33 92 103 19 30 59 225 260 91 62 21 128 84 196 28 60 17 79 39 164 44 312 96 23 19 107 15
internal_value=0 -5.33426e-05 -2.46799e-05 -1.66031e-07 -3.23645e-05 9.01617e-06 4.87323e-05 8.17231e-05 4.27501e-05 -1.4008e-05 2.10981e-05 -5.1921e-05 5.17846e-06 0.000466706 -6.84405e-05 -0.00012893 -6.88629e-05 -2.13876e-05 -0.000195834 -5.22969e-05 7.03858e-05 -0.000139608 0.000189746 0.000301425 -0.000298053 5.28072e-05 0.000191863 0.000499221 0.000678941 -0.000873953
internal_weight=0 0.0473145 0.0459215 0.0449175 0.0438445 0.0423037 0.0407437 0.0394995 0.0378537 0.0347532 0.0336332 0.0288979 0.0269577 0.00473532 0.0241896 0.0221266 0.0209093 0.0198806 0.0129062 0.0107819 0.00969165 0.00762964 0.00526727 0.00697441 0.00298419 0.00527433 0.00351468 0.002489 0.00310053 0.00236237
internal_count=3121 3035 2710 2646 2613 2521 2281 2262 2232 2066 1841 1518 1415 323 1324 1196 1112 1050 714 654 637 558 504 336 476 292 302 42 166 54
is_linear=0
shrinkage=0.00134594


Tree=1322
num_leaves=31
num_cat=0
split_feature=31 39 42 151 151 1456 1213 2 160 41 0 16 0 15 52 13 13 52 4 3 16 457 1 51 49 0 0 1 43 1
split_gain=0.00122385 0.00119789 0.000956312 0.000796487 0.000926652 0.00112025 0.0010187 0.000637247 0.000836904 0.000697889 0.000849275 0.000953878 0.00105217 0.000614704 0.000579774 0.000588352 0.000619288 0.000829319 0.000833421 0.000509574 0.000633592 0.000504538 0.000699369 0.00069646 0.000432897 0.000340596 0.00102948 0.000368714 0.00031297 0.000287862
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 -0.40381499999999992 -0.10959499999999998 -1.0000000180025095e-35 -0.082704999999999987 0.088850000000000012 0.083670000000000008 0.079885000000000025 -0.060129999999999996 -0.078844999999999985 -0.11991499999999998 0.097485000000000016 0.19022000000000003 -0.53104499999999988 -0.085964999999999986 0.10744000000000002 -0.46376499999999993 0.12178000000000001 -0.0060749999999999997 -0.067164999999999989 0.085110000000000005 0.08955500000000001 -0.33072999999999991 -0.08824499999999999 -0.10607499999999999 0.11588000000000001 -0.074359999999999996 0.104035
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 -7 8 9 10 11 25 -13 14 15 -9 -17 18 -18 20 21 -20 -23 -24 -15 26 27 -8 -12 -22
right_child=1 -3 3 4 5 6 7 13 -10 -11 28 12 -14 24 -16 16 17 -19 19 -21 29 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013463336355296529 -0.0013461736821950496 0.0013463617309241102 -0.0011705291162875488 0.00095774008407673234 -0.0010762653361266524 -0.0013459949188805451 -0.00015524164402110448 -0.00050114435924924604 -0.0012503538655552911 -0.0010774166279222952 0.0010170468216189814 0.00037108225724885786 -0.0012421256922128627 0.0001835269158115334 -0.00071602743017587544 0.00070918239114912463 -0.00082758916462070942 0.0011456637667863134 -0.00075627053646109698 -0.00042180774402708995 0.00045047864990263012 -0.00065364745058083093 0.0011153042023042225 -0.00011947481228795579 -0.000962136572549757 0.00056063126280924032 -0.0012010195632522896 0.00082735461240423375 6.5280265603584819e-05 0.0012763300168832075
leaf_weight=0.0011443107736905924 0.0010808974571592236 0.0010686001089510446 0.0011504164146920451 0.0016364084694586714 0.001929921001123879 0.0010327313157818532 0.001407678389028888 0.001675601054277105 0.0012868826922756158 0.0012360930105224108 0.0016514404906464719 0.0010427668883608021 0.002460930515444327 0.0010086976834884354 0.0011545695935999403 0.0055587342505920524 0.0016477669083485484 0.0014311776230631077 0.0010782644802240808 0.0019401080044190175 0.0016568374210448565 0.0011167283818880229 0.0018934645728041488 0.0014698977772411581 0.0014655898118189894 0.0020899540045031806 0.0011213462229537922 0.0013604059643519406 0.0010078596178515449 0.0014198147456934151
leaf_count=86 18 21 64 84 282 268 29 30 103 42 39 21 392 21 103 200 106 48 19 31 175 192 89 21 145 283 87 18 55 49
internal_value=0 -6.24136e-05 -9.51309e-05 -6.50355e-05 -3.59873e-05 -7.45715e-05 -2.65006e-05 8.27716e-06 -0.000213657 -0.000113936 -1.58539e-05 -0.000204352 -0.000762004 0.00014103 0.000212433 0.000263752 0.00033046 0.000176278 6.27726e-05 0.000201505 0.00034155 7.03026e-05 0.000269242 0.000575666 -0.000495082 0.000122411 -0.000113063 0.000327666 0.000656333 0.000831593
internal_weight=0 0.0470816 0.046013 0.0449321 0.0437817 0.0421453 0.0402153 0.0391826 0.0146654 0.0133785 0.0121424 0.00948308 0.0035037 0.0245173 0.022043 0.0208884 0.0192128 0.0136541 0.0122229 0.0105751 0.00863501 0.00555836 0.00448009 0.00336336 0.00247429 0.00597938 0.00388943 0.00276808 0.0026593 0.00307665
internal_count=3121 3035 3014 2996 2932 2848 2566 2298 1069 966 924 830 413 1229 1063 960 930 730 682 576 545 321 302 110 166 417 134 47 94 224
is_linear=0
shrinkage=0.00134594


Tree=1323
num_leaves=31
num_cat=0
split_feature=31 39 42 1456 151 49 133 4 14 11 1213 484 403 13 131 457 0 0 457 0 13 43 52 1 49 47 15 2 1 1
split_gain=0.00134556 0.00115772 0.000895243 0.000695182 0.000740538 0.000811303 0.000655634 0.000573288 0.000889236 0.000569517 0.000555909 0.000683645 0.000957871 0.000545308 0.000988412 0.000996963 0.000984247 0.000728355 0.000726821 0.000598536 0.000570339 0.000552101 0.000455935 0.000434766 0.000746012 0.000422876 0.000404156 0.000361677 0.000354849 0.000319755
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 -1.0000000180025095e-35 -0.40381499999999992 0.10969000000000002 -0.25159999999999993 0.27834500000000006 -0.46885499999999997 0.080455000000000013 -0.080769999999999995 0.085515000000000022 -0.083259999999999987 -0.084034999999999985 0.10033500000000002 0.080930000000000016 -0.030209999999999997 -0.10607499999999999 0.41022000000000008 0.12500000000000003 -0.53104499999999988 -0.029804999999999995 0.11434500000000002 0.11323000000000001 -1.0000000180025095e-35 0.096475000000000019 -0.0072999999999999992 0.09142500000000002 0.086105000000000015 0.086920000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 -6 9 -9 10 -8 12 -12 20 15 16 17 21 28 -18 -14 -15 23 24 -22 -10 -13 -26 -17 -23
right_child=1 -3 3 4 5 -7 7 8 25 -11 11 26 13 14 -16 18 19 -19 -20 -21 22 29 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=0.0014008435991195703 -0.0014005540321713561 0.0014007602472268336 -0.00088889719012039538 -0.0011750695005182472 -0.0011029764784269566 0.00075207627522307758 -0.0010592158280474816 -0.00050431661957237137 0.0012481015569344299 -0.0010414698180087154 -0.0014003568822276843 2.9975696160272976e-05 -0.00057689849402619328 0.00051114192492442481 0.0011009959883378595 0.00011737749091719075 0.00098980800118738505 -0.0012177516424789236 -0.00042525489895427432 -0.00028534670683525544 -0.00046595502025696472 -7.7378366335605788e-05 -0.00033969145648444224 0.0014004233101645473 0.00034695138035335685 0.00016854024170609574 0.001098310977809099 0.0012532171556054448 0.0011525196759423735 -0.0010887374863779824
leaf_weight=0.00125974723089639 0.0010164045832858895 0.0010293527516509462 0.0019417677598141383 0.0010796083274122728 0.0011312012000355134 0.0026276948770426736 0.0010323658392403781 0.0013355745597678492 0.0019920978148938442 0.0011803927597542332 0.0010417151003465621 0.0012168645786392318 0.0013580876197920588 0.0010590392420652961 0.0010996728354699661 0.0010837559981418119 0.0010759492048340175 0.0037847693442509822 0.0017271202489155257 0.0021929429172757864 0.0013897505819040479 0.0010112137039221987 0.0012976037015803854 0.0010367609482031526 0.0019582777462416844 0.0011067999676157569 0.0016171234310533569 0.0015445850345408019 0.0016201681319145678 0.0015566308753705016
leaf_count=86 18 21 287 64 166 159 280 35 190 119 376 84 12 20 36 43 46 504 18 23 109 28 59 43 106 19 60 31 47 32
internal_value=0 -6.68898e-05 -0.000101929 -7.0576e-05 -3.10073e-05 5.99549e-07 -5.3574e-05 -1.99639e-05 0.00045086 -8.75654e-05 -4.96591e-05 -1.3309e-05 -8.49204e-05 -2.96578e-05 -0.000180776 -0.000274051 -0.00050572 -0.000788029 0.000284361 0.000134368 0.000255701 -0.0003396 0.000412162 0.0005767 0.00040215 0.000862526 0.000639587 0.000746569 0.000737626 -0.000690466
internal_weight=0 0.0441453 0.0431159 0.0420995 0.0401578 0.0390782 0.0364505 0.0353193 0.00443447 0.0308848 0.0297044 0.028672 0.025838 0.0247963 0.0162113 0.0151116 0.0106805 0.00741165 0.00443104 0.00326889 0.00858507 0.00362688 0.00722698 0.00592937 0.00489261 0.0030989 0.00283399 0.00350286 0.00270392 0.00256784
internal_count=3121 3035 3014 2996 2709 2645 2486 2320 244 2076 1957 1677 1533 1157 797 761 653 584 108 69 360 80 348 289 246 209 144 137 90 60
is_linear=0
shrinkage=0.00140032


Tree=1324
num_leaves=31
num_cat=0
split_feature=31 39 47 1456 151 4 150 11 14 160 48 1213 4 16 43 13 2 13 0 42 2 3 43 0 49 15 13 48 47 1453
split_gain=0.00128052 0.00112487 0.000821633 0.000836795 0.000750577 0.000871861 0.00112541 0.00101988 0.000946004 0.000626125 0.000690421 0.000686999 0.000613238 0.000687718 0.000711385 0.000686879 0.000684887 0.000718346 0.000662251 0.000744364 0.000689191 0.000748827 0.000837595 0.000722643 0.000538339 0.000721349 0.000537852 0.000476577 0.000298916 0.000232309
threshold=-1.0000000180025095e-35 0.16946000000000003 0.14808500000000002 -1.0000000180025095e-35 -0.40381499999999992 0.27287000000000006 -0.22665999999999997 0.081790000000000015 -0.46885499999999997 -0.091944999999999985 0.086125000000000021 -0.080769999999999995 -0.0024449999999999997 0.071345000000000006 -0.45785999999999999 -0.085034999999999986 0.11448000000000001 0.0076650000000000008 -0.10607499999999999 0.090690000000000007 0.12043500000000001 0.10299500000000002 -0.04890499999999999 -0.23051499999999997 -0.006494999999999999 0.084050000000000014 -0.49353499999999995 0.085325000000000012 0.096475000000000019 -0.0017099999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 29 -5 6 -6 9 -7 10 -8 -11 13 16 -15 26 17 24 20 -20 21 22 -14 -24 27 -26 -16 -13 -10 -2
right_child=1 -3 -4 4 5 8 7 -9 28 11 -12 12 18 14 15 -17 -18 -19 19 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0014007656925888589 -0.00045901161376456771 0.0014007653419232946 -0.0013137485619844165 -0.0011741235933118836 0.0012321657655133141 -0.00045454433984151331 -0.0012890770167559515 -0.0013060646947559626 0.0010786813634155929 -0.001093772807039913 0.00016246187256417584 -0.00080458847665182561 0.00061822188032971534 0.00073394872789660465 -0.00065434397589075703 -0.00091725013803372008 0.0013760824496863275 -0.00057265752252834944 -0.001155413670619315 3.5283650093359198e-05 -0.00091475723791488276 0.00081444915516126477 0.00025961348440858698 -0.0010065911392195576 0.0011228439244590717 2.8337597538233828e-05 0.00051866916472190834 0.00052145901047415805 0.00029412187189558145 -0.0014004182018323504
leaf_weight=0.0011950365755126749 0.0010005466339562119 0.0010033564850786538 0.0010647357223660938 0.0010950032116721067 0.0012407690032887322 0.0015141146447348319 0.0016520667159243265 0.0013771228041576924 0.0029932867260884502 0.0011330139684342369 0.0010515425028361225 0.0010253502404995452 0.0019725015795728504 0.0014560731179358299 0.0012532108157756738 0.0024773481300814906 0.0013009794369036607 0.0015648972796737937 0.0024945989739309027 0.0017529810353771325 0.001375133013539199 0.0023947597113362917 0.0014521011678425575 0.0022584605758133574 0.0032199741405340918 0.0018644571429717871 0.0019736108760799453 0.0011033378243783254 0.001396522731313965 0.0010570153479105828
leaf_count=86 129 21 13 64 12 37 236 117 223 277 60 95 30 13 7 181 65 130 212 89 16 30 19 54 177 445 44 54 26 159
internal_value=0 -6.65129e-05 -9.74965e-05 -6.96178e-05 -2.91548e-05 -1.98745e-07 -7.91544e-05 -0.000124158 0.000499891 -7.73555e-05 -0.000724515 -2.28025e-05 1.64164e-05 0.000192165 -0.000139666 -0.000362669 0.000427903 0.000287374 -0.000204726 -0.000664012 1.6481e-06 0.000157653 -0.000119111 -0.000511071 0.000473959 0.000721489 6.31024e-05 -0.000117274 0.000829091 -0.000942633
internal_weight=0 0.0485189 0.0475155 0.0464508 0.0443932 0.0432982 0.0373943 0.0361535 0.00590392 0.0347764 0.00270361 0.0320728 0.0309398 0.0172392 0.00716024 0.00570417 0.010079 0.00877802 0.0137005 0.00424758 0.00945296 0.00807782 0.00568306 0.00371056 0.00721312 0.00508443 0.00322682 0.00212869 0.00438981 0.00205756
internal_count=3121 3035 3014 3001 2713 2649 2363 2351 286 2234 296 1938 1661 1211 245 232 966 901 450 301 149 133 103 73 771 622 51 149 249 288
is_linear=0
shrinkage=0.00140032


Tree=1325
num_leaves=18
num_cat=0
split_feature=14 1 4 132 3 3 1 457 42 47 4 1 52 2 4 0 12
split_gain=0.000188955 0.000150705 0.000269164 0.000257825 0.000229069 0.000245101 0.000344823 0.000387677 0.000213846 0.000244927 0.000563155 0.000323183 0.000195004 0.00018297 0.000242975 0.000141572 0.000102565
threshold=0.076175000000000007 1.0000000180025095e-35 -0.012509999999999999 0.081240000000000021 0.16158000000000003 0.10893000000000001 0.13021500000000003 0.069910000000000014 -1.0000000180025095e-35 0.092530000000000015 0.053180000000000012 0.089175000000000018 0.024145000000000003 0.10672500000000001 -0.46376499999999993 -0.059114999999999994 0.088305000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 4 5 6 7 8 -3 10 11 -10 -7 14 -1 -16 -12
right_child=-2 3 -4 -5 -6 12 -8 -9 9 -11 16 -13 -14 -15 15 -17 -18
leaf_value=-0.0021786646722633416 -0.0018358264193608527 -0.0022791956231142199 -0.0019867124404779148 0.0021217350213976775 0.0020271887145591741 -0.0020055450980104878 0.0021672220563585336 0.0018582979972844446 0.00054246320077916952 -0.0018052559279504062 0.003027151943892198 -0.0020028660161120824 0.0002959544863776856 0.0014055794111084311 -0.00086399574884928531 0.0011335203550560669 0.0010883991494857605
leaf_weight=0.0010874810467125223 0.0010115911450470074 0.0010007248949792692 0.0016535930847759459 0.0012890989552030154 0.0010802242529677217 0.0017987894170161675 0.0015158588401462678 0.0016537512474207325 0.0017843758952011922 0.0013458620725641524 0.0010040856707034251 0.0018930597300348406 0.0010878919644596863 0.0012857932386856064 0.0011910392366171734 0.001447214346626426 0.0010057532724516705
leaf_count=32 101 147 621 127 114 71 106 108 148 132 61 335 23 116 806 32 41
internal_value=0 5.89006e-05 -0.000485481 0.000279343 0.000122787 -2.32148e-05 0.000264069 -3.37252e-05 -0.000423194 -0.000159108 0.000230443 -0.000767814 -0.00113819 9.86167e-06 -0.000471816 0.000231742 0.00205697
internal_weight=0 0.0231246 0.00666512 0.0164595 0.0151704 0.0140902 0.0112035 0.00968761 0.00803386 0.00703314 0.00568727 0.00367744 0.00288668 0.00501153 0.00372573 0.00263825 0.00200984
internal_count=3121 3020 1607 1413 1286 1172 1078 972 864 717 585 483 94 986 870 838 102
is_linear=0
shrinkage=0.00429114


Tree=1326
num_leaves=31
num_cat=0
split_feature=31 39 42 376 1348 14 1456 1213 484 403 133 52 16 13 52 151 15 4 1 47 133 133 49 4 0 0 16 2 457 1374
split_gain=0.00119531 0.00111705 0.000983145 0.000870369 0.000787007 0.000966063 0.000766468 0.000685995 0.000901772 0.000867773 0.000713785 0.000597552 0.000624394 0.000607024 0.00083805 0.000800986 0.000772976 0.000636202 0.000647323 0.000669848 0.000595843 0.000566879 0.000563941 0.0010765 0.00105488 0.0011498 0.000575088 0.000549506 0.000389775 0.000429836
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 0.088470000000000007 0.090205000000000021 0.078320000000000015 -1.0000000180025095e-35 -0.080769999999999995 0.085515000000000022 -0.083259999999999987 -0.25159999999999993 -0.43320999999999993 0.41553500000000004 -0.00051499999999999994 0.11434500000000002 -0.088934999999999986 -0.062284999999999993 -0.083854999999999985 0.10752500000000002 0.090100000000000013 0.08784500000000002 -0.086649999999999991 0.0093850000000000027 -0.27825499999999997 -0.059114999999999994 -0.10607499999999999 -0.008904999999999998 0.11144000000000001 -1.0000000180025095e-35 -0.035729999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4 -8 9 -9 -11 -12 13 14 15 -13 -16 -17 20 -20 21 -19 23 -15 25 28 -24 -10 -25 -30
right_child=1 -3 3 -5 -6 -7 7 8 27 10 11 12 -14 22 16 17 -18 18 19 -21 -22 -23 26 24 -26 -27 -28 -29 29 -31
leaf_value=0.0013732894397891606 -0.0013730853949085649 0.001373325232433628 -0.001012256400716447 0.00092975772980788602 0.000918051708456011 -0.0012213635466161437 -0.00097438998881045646 -0.0012153809124045244 0.00089562655637710417 -0.0011308131792461215 -0.0010393171917824156 -0.00077533011764306387 0.0010028708317223218 -0.001296021656525378 0.00026550150130055268 0.0010502489780207069 -0.0013730157238388545 0.00051410480189419735 0.0013672046951305999 4.3781722949869586e-05 0.00064665484394238091 -0.00069733808299562961 -7.9745107696668386e-05 -0.00069898878926026543 0.00088004926491991081 -0.0012174686263176921 0.0011582660204369378 -0.00018543773008068861 -0.0005215356141874851 0.00033822967728146784
leaf_weight=0.0011194412295822955 0.0011028097777217019 0.0010012145469318048 0.0016368396204149418 0.0016113697942825569 0.0013938630831944456 0.0014765654005595144 0.0014697472149833848 0.0012503472362088699 0.0030052005866831868 0.0011134810218607063 0.0010339879758532447 0.0011077355598665415 0.0011758136499970808 0.0018679323433765651 0.0010374640078008035 0.0025446755504194745 0.0011377490906112628 0.0010254427730487263 0.0016278449143927176 0.0012936903425710966 0.0016820995321957799 0.0025099310378149465 0.0022933897692540839 0.0014682400398555728 0.0015518790798054764 0.0021663725478924247 0.0010224927441160317 0.0012567880183258495 0.0015207900141831487 0.0039233462738295097
leaf_count=86 18 21 270 49 36 86 291 390 165 160 207 60 43 39 56 81 109 70 122 21 85 262 60 21 38 129 25 43 13 65
internal_value=0 -6.16737e-05 -9.20437e-05 -6.14682e-05 -9.72856e-05 -0.000130046 -9.14247e-05 -5.38247e-05 -1.8788e-05 -9.26806e-05 -5.02763e-05 -1.26669e-05 2.16241e-05 -1.71174e-05 0.000191447 0.000335886 -0.000591528 0.000451102 0.000263778 0.000781177 -2.59412e-05 -0.000345956 -0.000201313 -0.000334845 -0.000165954 -0.000344753 0.000302011 0.000576839 -7.12399e-05 9.80589e-05
internal_weight=0 0.0483091 0.0473079 0.0462051 0.0445937 0.0431998 0.0417233 0.0400864 0.0386167 0.0343547 0.0331044 0.0319909 0.0309569 0.0297811 0.0139666 0.0117914 0.00217521 0.0106837 0.00813901 0.00292154 0.00521747 0.00353537 0.0158144 0.0124986 0.0106306 0.00907875 0.00331588 0.00426199 0.00691238 0.00544414
internal_count=3121 3035 3014 2996 2947 2911 2825 2555 2264 2056 1666 1506 1299 1256 866 701 165 641 560 143 417 332 390 305 266 228 85 208 99 78
is_linear=0
shrinkage=0.00137286


Tree=1327
num_leaves=19
num_cat=0
split_feature=14 52 157 14 15 40 47 133 3 3 52 49 52 13 15 1 0 48
split_gain=0.000157718 0.000171352 0.000205317 0.000239354 0.000267168 0.000210386 0.000346788 0.000239035 0.000281178 0.000249411 0.000243276 0.000339242 0.000300328 0.000390722 0.000170042 0.000165046 0.000135138 0.000266965
threshold=0.076175000000000007 -0.40306999999999998 -0.077384999999999995 -0.10708499999999999 -0.15026499999999995 0.0046150000000000002 0.12431000000000002 0.10622000000000002 0.16158000000000003 -0.15327499999999997 0.10473500000000001 -0.14917999999999998 -0.088204999999999992 -0.094514999999999988 0.035560000000000008 0.090540000000000023 -0.098289999999999975 0.086260000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 15 -4 -5 6 7 8 9 -6 11 -11 -13 -14 16 -3 17 -15
right_child=-2 2 3 4 5 -7 -8 -9 -10 10 -12 12 13 14 -16 -17 -18 -19
leaf_value=-0.0013961094699930826 -0.0016816357711777283 0.00026924817373202587 -0.0015816746035360639 0.0020645746632394569 0.0019930247761352437 0.0018972904180439374 -0.0022481253077968012 -0.00188571603520197 0.0023825716810032863 0.0024124962418093586 -0.0016908300177406936 -0.0021030460933090978 0.0020420075859380032 0.0015854801081350059 -0.0018388617166199728 0.0026843685505192139 -0.0011311669815212571 -0.0009161588891647861
leaf_weight=0.0014112570579721947 0.0010078433284599333 0.001087647362417953 0.0015965831725343041 0.0012513238854395771 0.0011090285710553217 0.0010198742802679508 0.0012870540570411029 0.0010586811363640933 0.0010333921134106925 0.0010557625422429355 0.0015974904241842771 0.0012568433897707215 0.0015992480843938211 0.0017991785875739463 0.001142497336059034 0.0010001860588501055 0.0013381461563945051 0.0013942120438343863
leaf_count=314 101 199 110 212 57 34 53 348 61 29 303 172 91 108 517 80 281 51
internal_value=0 5.26225e-05 0.000147158 1.04861e-05 0.00015216 8.78988e-06 -0.00011411 7.68312e-05 0.000232748 5.20173e-05 -0.000140468 0.000117901 -0.000166099 0.000168611 -0.000359413 0.00142622 1.35882e-05 0.000493282
internal_weight=0 0.0230384 0.0216271 0.0195393 0.0179427 0.0166914 0.0156715 0.0143845 0.0133258 0.0122924 0.0111834 0.00958589 0.00853013 0.00727328 0.00567403 0.00208783 0.00453154 0.00319339
internal_count=3121 3020 2706 2427 2317 2105 2071 2018 1670 1609 1552 1249 1220 1048 957 279 440 159
is_linear=0
shrinkage=0.00429114


Tree=1328
num_leaves=18
num_cat=0
split_feature=41 124 123 484 3 0 13 13 16 1 15 0 2 0 0 2 49
split_gain=0.000165953 0.000159091 0.000208674 0.000218099 0.000215219 0.000255958 0.000253602 0.00023878 0.000165903 0.000418807 0.000193307 0.00030152 0.000510666 0.000261285 0.000238558 0.000152283 0.00013307
threshold=0.078475000000000017 0.08919500000000001 1.0000000180025095e-35 -0.0068949999999999992 -0.12018999999999998 -0.053834999999999994 0.14871000000000004 -0.089109999999999981 -0.36241499999999999 0.12656000000000003 -0.11713499999999999 -0.10607499999999999 0.083795000000000022 -0.08824499999999999 -0.082974999999999979 0.10803500000000001 -0.069799999999999987
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 6 8 -5 -7 15 10 -10 12 -12 -13 -15 -6 -14
right_child=-2 -3 -4 4 5 7 -8 -9 9 -11 11 13 16 14 -16 -17 -18
leaf_value=-0.0022452779394815997 -0.0016603182690331142 0.0020108883804622023 0.0016322883984561756 0.0023583286796769777 0.00022218888729529554 -8.5312579028941804e-05 -0.00079858888091561815 -0.003215252899622884 -0.0021325111294220774 0.0034377896183287993 0.0043811971764008443 -0.0026946480696919289 -0.0012003217969344287 0.0019567244284066903 -0.001146107416881027 -0.0024003811261628784 0.0010033492048162384
leaf_weight=0.0012414904340944935 0.0015206283451929528 0.0010798363135666724 0.0018605646203032058 0.0019018500712939491 0.0010776048406009294 0.0012101123591270468 0.0010325736949567954 0.0013630813830462019 0.0010212674916389971 0.0010183637128200482 0.0010082214416797788 0.0012652467418473859 0.0011548055191070716 0.0011075837204476682 0.0015831294467219597 0.0012668610898169952 0.0019169677988539746
leaf_count=472 148 52 225 156 101 42 48 187 105 42 13 208 44 415 731 79 53
internal_value=0 9.11381e-05 -7.4374e-06 -0.00016659 -2.26406e-05 -0.000271221 0.00124746 -0.00174332 3.37688e-05 0.000319676 -3.09137e-05 0.000236173 0.00121433 -0.000772656 0.000131118 -0.00119495 0.000174899
internal_weight=0 0.0221096 0.0210297 0.0191692 0.0179277 0.0149932 0.00293442 0.00257319 0.0124201 0.0100756 0.00905722 0.00803595 0.00407999 0.00395596 0.00269071 0.00234447 0.00307177
internal_count=3121 2973 2921 2696 2224 2020 204 229 1791 1611 1569 1464 110 1354 1146 180 97
is_linear=0
shrinkage=0.00512831


Tree=1329
num_leaves=17
num_cat=0
split_feature=1447 1 2 2 48 0 49 15 3 15 48 15 42 484 16 16
split_gain=0.000155173 0.000208362 0.000188471 0.000215059 0.00025116 0.00039019 0.000429821 0.0002088 0.000189182 0.000182397 0.000148586 0.000217159 0.00013442 0.000152501 0.000181283 2.84616e-05
threshold=-1.0000000180025095e-35 0.094385000000000011 -1.0000000180025095e-35 0.13754500000000003 0.12879500000000002 -0.10607499999999999 -0.039339999999999993 -0.028889999999999996 0.10299500000000002 -0.095869999999999983 0.091545000000000015 -0.0063699999999999989 0.086325000000000013 0.073690000000000019 -0.078844999999999985 0.19444000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 9 -3 4 5 6 -4 -7 -8 -2 11 -11 13 14 -13 -16
right_child=1 2 3 -5 -6 7 8 -9 -10 10 -12 12 -14 -15 15 -17
leaf_value=-0.0017379810587620963 -0.0021151911733363706 0.002166801812213689 0.0031718159669690965 0.0020653442485953806 -0.0021966676442592495 0.00018664921251376599 0.0015680928722948161 -0.0023282732395786664 -0.00087907174503499793 -0.0020437314885579589 0.0012848986643339321 0.00089492975584848258 -0.0012562644153841381 0.00179590414006834 -0.001669003004208794 -0.0005525184548110161
leaf_weight=0.0011204028906836297 0.0012304817523320901 0.0013733054183553426 0.0015933028281693851 0.0013295754617558284 0.0010138993486208392 0.0015452824238311198 0.0011949825040149537 0.0014237621392778586 0.0017438974824699471 0.0015042042296171546 0.0013413234730116344 0.0019766748006024857 0.0016009230389897322 0.001199182507933827 0.0010344918973638779 0.0010157140068232096
leaf_count=300 237 157 97 155 35 144 73 190 45 541 84 404 383 54 191 31
internal_value=0 6.92892e-05 0.0005226 0.000293238 1.6537e-05 0.000315684 0.00119026 -0.00101935 0.000115974 -0.000397118 -0.000178555 -0.000414171 -5.5127e-05 0.000312823 -0.000128831 -0.00111587
internal_weight=0 0.022121 0.011218 0.0098447 0.00851513 0.00750123 0.00453218 0.00296904 0.00293888 0.010903 0.00967251 0.00833119 0.00682699 0.00522606 0.00402688 0.00205021
internal_count=3121 2821 896 739 584 549 215 334 118 1925 1688 1604 1063 680 626 222
is_linear=0
shrinkage=0.00473777


Tree=1330
num_leaves=31
num_cat=0
split_feature=1213 1456 151 133 128 480 1374 49 133 52 15 0 0 13 2 4 42 52 14 49 3 160 12 1374 151 1 16 43 3 16
split_gain=0.000865292 0.000865582 0.000815822 0.000825693 0.000586062 0.00050145 0.000478423 0.000561191 0.00054612 0.000476488 0.000963341 0.000516593 0.000735262 0.000662147 0.000594766 0.000548445 0.000869143 0.0008151 0.000505921 0.00046005 0.000637472 0.000625664 0.000833576 0.000484502 0.000476079 0.000474988 0.000670655 0.000327269 0.00029652 0.00028953
threshold=-0.080769999999999995 -1.0000000180025095e-35 -0.40381499999999992 -0.25159999999999993 0.086435000000000012 0.084710000000000021 0.093235000000000012 0.12717000000000003 -0.15387499999999996 0.11434500000000002 -0.036009999999999993 -0.078904999999999989 -0.098289999999999975 -0.0034749999999999994 0.083995000000000014 -0.27825499999999997 -1.0000000180025095e-35 0.10347000000000002 -0.22253999999999999 -0.23360999999999996 0.090900000000000009 0.086325000000000013 0.092355000000000007 -0.094929999999999987 -0.076249999999999984 0.094715000000000008 -0.059624999999999991 -0.084004999999999982 -0.074479999999999977 -0.026164999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 29 -3 -4 5 6 7 8 -5 11 -11 12 18 27 -14 17 -17 -15 -10 -20 21 22 25 -22 -25 26 -21 -13 -29 -2
right_child=1 2 3 4 -6 -7 -8 -9 9 10 -12 13 14 15 -16 16 -18 -19 19 20 23 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0010815473386253417 -0.00034768440964127279 -0.0011883592681474885 -0.00093607433986158935 0.0011601156048999142 -0.00064492332977969026 -0.00072031695361943627 -0.00074759830001536914 0.00095022923770021099 -0.00068170636271798132 0.00040337278898097006 -0.0011554257402718309 0.0011827079699664974 -0.0013877196453932394 -0.00099823607879358602 -0.00010699427024947286 -0.00036147855316074636 0.0011085247461402349 0.00054168919020219485 -0.00065200096183534522 0.00074247236300112221 4.4227326142056757e-05 -0.0009695247993950902 -0.00070430310726095791 0.00019803114106199074 0.0012990327518613428 0.001092897744099875 -0.00052847972381397457 -9.3464360926601592e-05 0.00074172729041509851 -0.0014004324393111784
leaf_weight=0.001478278619905459 0.0010094603541914715 0.0010193187230527192 0.0015133617096041432 0.0010580881656698784 0.0018855971006155317 0.0012433278073883383 0.0010514143809245971 0.0019059251341737573 0.0012581363005672594 0.0015396691109899052 0.0015702997742863536 0.0021126035956875455 0.0011378096965697351 0.0016551153968080712 0.0018956301406325426 0.0013827526683725111 0.0018357932176904616 0.0011370446773071308 0.0010349300278278415 0.0018418912982918218 0.0015821579705743716 0.0010087633444584299 0.0014871066938013655 0.0010971735785467729 0.0025835003471517126 0.0016936403887166662 0.0014590395281483971 0.0011649934178175059 0.0029299589746281107 0.0010400734752586951
leaf_count=325 98 65 170 40 115 207 40 69 20 106 128 69 182 125 394 74 56 5 18 35 17 52 40 35 69 52 45 166 144 160
internal_value=0 7.20272e-06 4.94979e-05 7.94931e-05 0.000117393 0.000154567 0.000183634 0.000210553 0.00016965 0.00013828 -0.000383703 0.00019186 4.1545e-05 0.000414286 -0.00058738 8.30045e-05 0.000476981 -0.000371136 0.00016834 0.000245905 0.00031877 5.63467e-05 0.000216006 0.00069227 0.000970835 0.000490023 0.000180701 0.000735062 0.000504119 -0.000881921
internal_weight=0 0.0451346 0.043085 0.0420657 0.0405524 0.0386668 0.0374234 0.036372 0.0344661 0.033408 0.00310997 0.030298 0.0180798 0.0122183 0.00303344 0.00601071 0.00321855 0.00279216 0.0150463 0.0137882 0.0127533 0.00749044 0.00648168 0.00526283 0.00368067 0.00499457 0.00330093 0.00620756 0.00409495 0.00204953
internal_count=3121 2796 2538 2473 2303 2188 1981 1941 1872 1832 234 1598 959 639 576 260 130 130 383 363 345 224 172 121 104 132 80 379 310 258
is_linear=0
shrinkage=0.00140032


Tree=1331
num_leaves=31
num_cat=0
split_feature=31 39 42 151 1348 14 151 1456 1213 43 43 12 402 42 2 16 15 2 2 13 160 49 2 16 16 0 42 3 42 16
split_gain=0.0014438 0.00117693 0.000956848 0.000781232 0.00101803 0.00105132 0.000842947 0.00127776 0.000975922 0.000646151 0.00122894 0.00071192 0.000709128 0.000504328 0.000526555 0.000829772 0.000598646 0.000682737 0.00123726 0.00066682 0.00086737 0.000561124 0.000464663 0.00040013 0.000389151 0.000701 0.000608436 0.00055189 0.000460739 0.000724204
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 -0.40381499999999992 0.090205000000000021 0.076175000000000007 -0.10959499999999998 -1.0000000180025095e-35 -0.080769999999999995 -0.052894999999999991 -0.0037449999999999996 0.11650500000000001 0.087880000000000014 0.096035000000000023 0.089775000000000008 -0.0083599999999999976 0.097485000000000016 0.093175000000000022 0.098035000000000011 -0.53104499999999988 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11928500000000002 -0.096824999999999981 -0.36241499999999999 -0.10474999999999998 -1.0000000180025095e-35 -0.08824499999999999 0.088915000000000008 0.41553500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 -8 -9 11 -11 22 13 14 15 23 17 -16 -19 -20 -21 -22 24 -12 -10 -26 27 -27 -28 -30
right_child=1 -3 3 4 -6 -7 7 8 9 10 12 -13 -14 -15 16 -17 -18 18 19 20 21 -23 -24 -25 25 26 28 -29 29 -31
leaf_value=0.0014288659179085227 -0.0014285488568492389 0.0014288317685687332 -0.0012236230195855769 0.0010005918571002921 0.0013843369593406734 -0.0011957622202685009 -0.0014284085931448442 -0.0011968106474304881 -0.00052969705860302085 -0.00129057988720143 -0.00032634483567236074 -0.00086795997337998562 0.0010978114597105626 -0.00087253201030240745 0.00085605055868310793 0.00041722740923712471 -0.00068735632770057108 -0.0013370626263059589 -0.00069333940005340843 -0.00048245101854834781 -1.4967938417783269e-05 0.00093488421567336629 0.0012312550036952812 -0.0013214328853395614 0.0013430751538334484 -0.0011614976195041169 0.00079708539515482661 0.00018948956942794928 -0.00051718969361007772 0.00094985825589240843
leaf_weight=0.0013877182177997041 0.0010538242048667703 0.001074710663843347 0.0011322122782413393 0.0016123287737315186 0.0010256789301514848 0.0015889039830456744 0.0013317229849609804 0.001354585445618949 0.0010752951519372731 0.0016589334025147165 0.0016295099346379516 0.0010139373507049862 0.0011076181787510455 0.0015012617041598722 0.0027513101623091183 0.0016250310157381867 0.0016577334496901139 0.0011561656452858679 0.0013577057541880331 0.0017894181710298466 0.0018131048550174026 0.0042266758516298301 0.0011753246862142861 0.001668506235958489 0.0013262444289612344 0.0010391503210973596 0.003682633089534976 0.0015180883727909968 0.0018160446028698818 0.0011036739058325473
leaf_count=86 18 21 64 80 33 96 266 289 65 352 61 37 61 149 46 63 36 40 24 62 55 169 89 129 44 142 267 56 189 32
internal_value=0 -4.90001e-05 -8.29422e-05 -5.19394e-05 -2.21995e-05 -5.53024e-05 -1.21494e-05 -5.25874e-05 -5.66524e-06 3.71409e-05 -0.000104579 0.000283911 -1.62869e-05 -7.45591e-05 -1.36719e-05 -0.000418154 0.000121311 0.000223688 5.54759e-05 0.000230726 0.000390973 0.000649744 0.000375611 -0.000829772 0.000288624 0.000372541 0.000232015 -0.000359493 0.000461119 3.73646e-05
internal_weight=0 0.0478673 0.0467926 0.0457388 0.0446066 0.0435809 0.041992 0.0403797 0.039048 0.0376934 0.023943 0.0137504 0.022284 0.0211764 0.0196752 0.00492305 0.0147521 0.0130944 0.0103431 0.0091869 0.0078292 0.00603978 0.0127365 0.00329802 0.0115611 0.0104858 0.00915959 0.00255724 0.00660235 0.00291972
internal_count=3121 3035 3014 2996 2932 2899 2803 2723 2457 2168 1247 921 895 834 685 253 432 396 350 310 286 224 884 190 795 730 686 198 488 221
is_linear=0
shrinkage=0.00142833


Tree=1332
num_leaves=31
num_cat=0
split_feature=1456 1213 453 11 4 150 160 38 124 1 151 48 14 160 40 4 0 3 150 3 0 43 16 15 1 52 1 49 457 2
split_gain=0.000689376 0.00066884 0.000606974 0.000568143 0.000839996 0.000693895 0.00057441 0.000557779 0.00052453 0.00056794 0.00051507 0.000476093 0.000409051 0.000397554 0.000445868 0.000451412 0.000540726 0.000645207 0.000825544 0.000596021 0.000625969 0.000406118 0.000314752 0.000444809 0.000424347 0.000287911 0.00027874 0.000260409 0.00027578 0.000207285
threshold=-1.0000000180025095e-35 -0.080769999999999995 0.089960000000000026 0.088215000000000002 0.27287000000000006 -0.099594999999999975 -0.22361499999999998 1.0000000180025095e-35 -0.043384999999999993 0.09253500000000002 -0.090369999999999992 0.093675000000000022 -0.46885499999999997 0.10493500000000001 -0.061244999999999994 -0.27825499999999997 -0.060129999999999996 0.090900000000000009 0.087380000000000013 -0.116045 -0.083914999999999976 -0.061959999999999994 -0.056919999999999991 -0.10203999999999998 0.086455000000000018 -0.099454999999999974 0.11249000000000002 0.10247500000000002 0.089030000000000012 0.097220000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7 8 9 -8 -10 13 -6 14 -12 21 17 18 19 -17 22 -16 23 -21 -25 -18 -5 28 -13 -27
right_child=1 2 -4 26 12 6 7 -9 10 -11 11 27 -14 -15 15 16 25 -19 -20 20 -22 -23 -24 24 -26 29 -28 -29 -30 -31
leaf_value=-0.00081859620289099057 -0.00097377170417110447 0.0010246874773738883 -0.00094768837055422069 -0.0010268835229093865 -4.352962172024035e-05 -0.00076860929969100678 5.4848362434844231e-06 -0.00085464128339026726 -0.00082738497860864423 0.0013196199556728138 -0.00061447124100028137 -0.0001702487147575551 0.00091382329901187431 -0.00079064579852887245 0.00017294309735890975 -0.00092704492571438213 0.00013248909010097015 0.00062897845359723918 -0.0012137535949718892 -0.00016948245122995137 -0.0005560600385620246 -0.00084433583175516776 -0.00030131939888365693 0.00012776380736792068 0.0010735365721966834 0.0012306428953944067 -0.0001027012935795006 0.0010130634746550547 0.00070627838036034312 0.00044190488131322061
leaf_weight=0.0018652494606299355 0.0011893940961351648 0.0011701842623459404 0.0010755779935038836 0.0011823324376720725 0.0010505520040338112 0.0016477122573892436 0.0011259737247044646 0.0011878160938110218 0.0012043121687386185 0.0011652227829390682 0.0017490731820259944 0.0012838323950683508 0.0029857183702437498 0.0011018010763381705 0.0011964239529902443 0.0010329253618372889 0.0014093913010597703 0.002517497890096366 0.0010702579938657317 0.0013153033316626317 0.0017390979494191858 0.0015933294373180361 0.0010786180479816941 0.0013007493965420114 0.0022634227830984344 0.0013289389439137501 0.0010940732075539472 0.0011590970662922473 0.0012179278875308341 0.0010297066890849749
leaf_count=288 295 27 36 72 39 210 27 34 115 99 46 99 259 102 14 50 58 44 65 51 484 87 117 208 37 20 38 39 18 43
internal_value=0 1.45408e-06 3.02529e-05 5.7085e-05 9.6528e-05 2.68056e-05 -1.00092e-05 3.1558e-05 6.80032e-05 0.000673808 1.58057e-05 5.58045e-05 0.000664645 -1.83708e-05 2.28852e-05 8.19445e-05 0.000166925 3.31176e-05 -0.000119946 1.41482e-05 0.000140452 -0.000408062 0.000343755 0.00048635 0.000728376 0.000604349 -0.000582708 0.000496022 0.00025647 0.000886306
internal_weight=0 0.0414663 0.0402769 0.0392013 0.0369249 0.0328886 0.0317184 0.0300707 0.0288829 0.0022912 0.0265917 0.0253874 0.00403627 0.0217265 0.0206247 0.0188757 0.0160859 0.0123179 0.00980037 0.00873012 0.00769719 0.00278975 0.00595809 0.00487948 0.00356417 0.00376804 0.00227641 0.00366086 0.00250176 0.00235865
internal_count=3121 2833 2538 2502 2392 2094 2067 1857 1823 126 1697 1582 298 1426 1324 1278 1177 1056 1012 947 897 101 413 296 245 121 110 156 117 63
is_linear=0
shrinkage=0.00131955


Tree=1333
num_leaves=31
num_cat=0
split_feature=31 1456 1213 151 151 484 403 475 133 16 133 131 2 123 13 13 2 15 151 49 4 1 49 474 2 13 0 0 2 0
split_gain=0.00113021 0.000655513 0.00070227 0.000607915 0.000615004 0.000577007 0.00116587 0.00083534 0.000841104 0.000708256 0.000655832 0.000621105 0.000983591 0.000550496 0.000620103 0.000757173 0.000600575 0.000613275 0.000764325 0.000550063 0.000493016 0.000582862 0.000444175 0.000427685 0.000392432 0.00047269 0.000347418 0.00035434 0.000283651 0.000201614
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.080769999999999995 -0.27559499999999998 -0.14122499999999996 0.085515000000000022 -0.082384999999999986 -0.082014999999999991 -0.25159999999999993 -0.53943499999999989 -0.15387499999999996 0.10033500000000002 0.086590000000000014 0.086120000000000016 -0.53104499999999988 -0.091054999999999983 0.090050000000000005 -1.0000000180025095e-35 -0.0083949999999999979 -0.097394999999999995 -0.083854999999999985 0.10089500000000001 -0.043469999999999995 0.084660000000000027 0.11093500000000002 0.090705000000000008 -0.10324499999999999 -0.026509999999999995 0.098260000000000014 -0.082184999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 -6 -8 -9 -10 -11 12 20 14 -14 19 -17 18 -18 -16 -12 -22 -20 29 -19 -26 -23 -28 -21 -7
right_child=1 2 3 4 5 23 7 8 9 10 11 -13 13 -15 15 16 17 24 22 28 21 26 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0014572005403436627 -0.00088756150928018457 -0.0010736443207107211 -0.0010406613338646495 0.0011115723274308399 -0.0014238072346085978 -0.00028089250122982938 -0.0012787995801096638 -0.0012204815727001378 0.0012547354200023674 0.0011171530922908538 0.00045917036926001109 0.00087508731731670186 -0.00099912239464291543 0.0010031294932083337 -0.00025677540647267864 0.00071392222644690677 -0.00074758288686870933 -0.0010494452464760702 0.0011383096247845783 0.00038888000852586109 -0.0011406283214204747 0.0002802110100526925 0.00012071806670499901 0.00098437464840514305 -0.00073542253191857874 0.00053868034679731215 -0.00097191978301811185 1.7125423627163499e-05 0.0013178465666054101 0.00057777420546774338
leaf_weight=0.0010649890340814752 0.0019495877874704517 0.001309907428881373 0.0011365037433055383 0.0011051823885068748 0.0012712674923933678 0.0013793214246771157 0.0010529942226007441 0.0010855166337382363 0.0010596930874031607 0.0011589950546442287 0.0010701165273334645 0.0016216191611215782 0.0010947275659418656 0.0014284644404041194 0.0010025152483397193 0.0018517032367947927 0.001509621716552445 0.002081947842739418 0.0013794994226650186 0.001082731604650884 0.0026841931861907378 0.0015308825534248172 0.0026777894966150033 0.0020823881859683979 0.0014585368029731427 0.0010725225299950125 0.0018676499415288816 0.0013068295302698374 0.0019615906551084805 0.0010020461239399472
leaf_count=86 288 295 73 57 404 60 177 163 65 31 69 51 7 78 18 118 52 148 16 27 250 15 203 78 45 24 66 26 78 53
internal_value=0 -6.1584e-05 -2.35391e-05 9.99687e-06 3.99384e-05 9.3943e-06 -5.47078e-05 -2.02966e-06 4.00007e-05 8.42791e-05 4.2716e-05 -6.98951e-07 -5.31795e-05 0.000134131 6.18473e-05 0.000134085 -4.92722e-05 -0.000188095 0.000137417 0.000679223 -0.000465048 -0.000598889 0.000466705 0.000502125 -0.000580919 -0.000195528 -0.000289851 -0.000564762 0.000987454 8.04224e-05
internal_weight=0 0.0442763 0.0423268 0.0410168 0.0398803 0.0387752 0.0343114 0.0330401 0.0319871 0.0309016 0.0298419 0.0286829 0.0270613 0.0186017 0.0171732 0.0160785 0.0120316 0.0101799 0.00556691 0.00404684 0.00845967 0.00738956 0.00405729 0.00446376 0.00461301 0.00253106 0.00470536 0.00317448 0.00304432 0.00238137
internal_count=3121 3035 2747 2452 2379 2322 2131 1727 1550 1387 1322 1291 1240 814 736 729 606 488 271 123 426 357 219 191 217 69 107 92 105 113
is_linear=0
shrinkage=0.00145689


Tree=1334
num_leaves=31
num_cat=0
split_feature=31 39 150 1456 2 123 47 457 403 1374 0 43 43 1213 131 16 11 15 49 13 13 132 1 3 16 12 133 4 16 52
split_gain=0.00130251 0.00113441 0.000851922 0.000950248 0.000879378 0.000830358 0.000770219 0.000662043 0.000723423 0.000702456 0.000751017 0.000878923 0.000877133 0.000686149 0.000679572 0.000597012 0.000561299 0.000749913 0.000829711 0.000579292 0.000605165 0.000772363 0.000659698 0.000696819 0.000546491 0.000533883 0.000818853 0.00074982 0.000741613 0.000483165
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.22665999999999997 -1.0000000180025095e-35 0.098035000000000011 0.083855000000000013 0.13910500000000003 -0.0029299999999999994 -0.088999999999999982 -0.094929999999999987 -0.23001499999999997 -0.074359999999999996 -0.0037449999999999996 0.031805000000000007 0.10033500000000002 -0.15241499999999997 0.088215000000000002 1.0000000180025095e-35 -0.043469999999999995 -0.52014499999999986 -0.10664 0.08696000000000001 0.10508500000000001 0.11924500000000002 -0.014034999999999997 0.095565000000000011 0.084990000000000024 -0.075889999999999999 -0.23935499999999996 0.096795000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 6 16 7 -5 -9 -10 -11 14 -13 15 25 -14 17 18 -6 -20 -21 22 29 -24 -17 26 27 -12 -27 -22
right_child=1 -3 3 4 5 -7 -8 8 9 10 11 12 13 -15 -16 24 -18 -19 19 20 21 -23 23 -25 -26 28 -28 -29 -30 -31
leaf_value=0.0013200147147487409 0.00078051191137179672 0.0013199929890695291 -0.0010585637918500983 -0.0010899502644915462 0.0010806244381538278 0.00099908074130118717 -0.0013198312623094435 -0.0010983393180569146 -0.0010526996783863719 0.00094394677628124543 0.0011427400370622759 -0.0013085527816091879 0.00014000607671042596 0.0008109505133933303 0.0011818702944152153 -0.0012334884338678341 -0.00083544334343776277 -0.00041007905808746273 -0.00081676188224283819 0.00084721604198341699 -0.0012033676360635021 0.0010539636707995079 0.0011188692357368378 -0.00019489928618615177 -0.00027568813290932646 0.00030783442607582045 -0.00052329881814456984 2.4941414521076278e-05 -0.0011633295734174917 -1.6600039152060212e-05
leaf_weight=0.0012412946640891756 0.0019257195779971417 0.0010313352448534365 0.0017874245437874406 0.0013374109167307848 0.0018876496469495399 0.0017821716672461454 0.0010942502659077027 0.0012794324488363254 0.0012115859738912596 0.0013201151445620873 0.0021383742750185073 0.0014551470135757928 0.0027509643777805445 0.0010287846708760817 0.0010937641175345894 0.0016861914803860609 0.0011566878739488464 0.0035884830371717422 0.0010183418581846118 0.0021288072157297231 0.001348111096679541 0.0010938493456293941 0.0010461970341566484 0.0021427071653761232 0.0026952013843280255 0.0011578572084545158 0.0015615676532274581 0.0020434548538070764 0.001230914135796457 0.0010725840669314479
leaf_count=86 30 21 286 153 78 132 10 337 38 17 48 311 69 62 11 256 70 146 9 67 175 54 44 34 113 7 178 162 70 47
internal_value=0 -4.90121e-05 -7.90119e-05 -0.000115682 -7.68049e-05 0.000143441 -0.000237176 -0.000187795 -0.000134533 -7.68403e-05 -1.81994e-05 -8.56089e-05 -0.000364759 -0.000196478 0.000205352 -0.000341792 5.09295e-05 0.000117823 0.000279207 0.000125633 0.000234289 3.9643e-05 -0.000158145 0.000236114 -0.0006443 7.40117e-05 0.000292058 0.000596527 -0.000450244 -0.000677524
internal_weight=0 0.0480951 0.0470638 0.045138 0.0433506 0.0182656 0.025085 0.0239908 0.0226534 0.0213739 0.0201623 0.0188422 0.00961629 0.00816114 0.00922593 0.00713236 0.0164834 0.0153267 0.0117382 0.0098506 0.00883226 0.00670345 0.0056096 0.0031889 0.00438139 0.00813217 0.0057434 0.00418183 0.00238877 0.0024207
internal_count=3121 3035 3014 2984 2698 856 1842 1832 1679 1342 1304 1287 811 500 476 438 724 654 508 430 421 354 300 78 369 465 388 210 77 222
is_linear=0
shrinkage=0.00131955


Tree=1335
num_leaves=31
num_cat=0
split_feature=31 1456 151 4 11 1213 150 4 157 42 14 4 4 160 47 42 47 47 0 16 15 12 13 2 2 1 2 49 42 4
split_gain=0.00115397 0.000805963 0.000778551 0.00104129 0.000921777 0.000892495 0.000800875 0.000668516 0.000676994 0.000833091 0.000580469 0.000570957 0.000700132 0.000989872 0.000680486 0.000872705 0.00060101 0.000539633 0.000470061 0.000751827 0.000552998 0.000809514 0.00070954 0.000429344 0.000416119 0.000394901 0.000576793 0.000327089 0.000288027 0.000241448
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.40381499999999992 0.27287000000000006 0.081790000000000015 -0.080769999999999995 -0.22665999999999997 -0.0024449999999999997 -0.084489999999999996 0.091735000000000025 -0.46885499999999997 0.0061450000000000003 0.033845000000000007 0.088755000000000014 0.11312500000000002 0.090310000000000015 0.13148500000000005 0.096475000000000019 0.18019500000000002 0.26799500000000004 0.050935000000000008 0.088305000000000008 -0.084034999999999985 0.073895000000000002 0.10045500000000002 0.077565000000000009 0.097220000000000015 -0.0060549999999999988 0.08623500000000002 -0.013514999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 29 -3 4 5 -4 -7 8 -8 18 -5 -9 13 -13 15 23 -16 -12 19 20 25 22 -22 -14 -25 26 -10 -27 -23 -2
right_child=1 2 3 10 -6 6 7 11 9 -11 17 12 14 -15 16 -17 -18 -19 -20 -21 21 28 -24 24 -26 27 -28 -29 -30 -31
leaf_value=0.0015162054272782428 -0.0015158559410127449 -0.0012838086715730457 -0.0012348708552640875 -0.00026854772523102243 -0.0013741421440428018 0.0012989568512137147 -0.00098589119727599786 -0.0010310177843786403 -0.00039606346064801587 -0.00069823389058056202 0.00120578049054681 -0.00040143374127315872 -0.0014852589270591117 0.0014257750490130243 0.0009501152753836592 0.00029464376940360613 -0.00028531109219201992 8.2304748054644558e-05 0.0012656990665004747 -0.00065072430119815679 0.00016722535004783386 8.8772833066779876e-05 -0.0015158758996575779 -6.93928506856273e-06 -0.0010427656701193534 0.00036001929714326631 0.00094526969811003744 0.0011830370823971445 0.001117609525433729 -0.00047830123361176778
leaf_weight=0.0010884991588588902 0.001015092014114094 0.001093202785856561 0.0013780064838315722 0.0013620871609489882 0.0012252090630271431 0.001071418907002907 0.0011112272536024639 0.0019407947161906918 0.0016277297085425177 0.0019593465674985202 0.0031737210916529248 0.0013286633658839983 0.0018701068492887885 0.0013977836738341409 0.0014921007935839725 0.0019072386990355295 0.0022980805397310178 0.0014225284793312198 0.0011902044154474814 0.0017705163123249443 0.001183465364821501 0.0012726379174499147 0.0011200994362452485 0.0015802766637644239 0.0020429866657112328 0.0016642093250425205 0.0013452962319040473 0.0033280863150846329 0.0012287955820333707 0.0010465747304011499
leaf_count=86 142 64 291 37 117 12 143 162 174 282 230 57 39 16 25 80 24 30 14 80 72 224 162 75 77 88 31 98 43 146
internal_value=0 -6.22641e-05 -2.01597e-05 1.10289e-05 -8.05965e-05 -3.78882e-05 8.27468e-06 -3.16236e-05 0.000161706 0.000233793 0.000600521 -0.000260839 -0.000153436 0.000535332 -0.000321243 -0.00058873 0.000201046 0.000858067 0.000349879 0.000274917 0.000403251 -2.8589e-06 -0.000651176 -0.000895428 -0.000590993 0.000648233 0.000210891 0.00090868 0.000594175 -0.000989157
internal_weight=0 0.0474475 0.0453858 0.0442926 0.0383343 0.0371091 0.0357311 0.0346596 0.0188016 0.0176904 0.00595834 0.015858 0.0139172 0.00272645 0.0111908 0.00740061 0.00379018 0.00459625 0.015731 0.0145408 0.0127703 0.004805 0.00230356 0.00549337 0.00362326 0.00796532 0.00297303 0.0049923 0.00250143 0.00206167
internal_count=3121 3035 2747 2683 2386 2269 1978 1966 1411 1268 297 555 393 73 320 271 49 260 986 972 892 501 234 191 152 391 205 186 267 288
is_linear=0
shrinkage=0.00151575


Tree=1336
num_leaves=31
num_cat=0
split_feature=31 151 4 150 158 160 14 41 13 1348 14 159 133 3 13 1 133 457 1 49 13 15 47 13 131 12 49 52 1 43
split_gain=0.00113638 0.000700386 0.0010974 0.00114397 0.000956901 0.000853139 0.000718243 0.000700175 0.000632325 0.00059567 0.00117872 0.000841203 0.000620232 0.000664876 0.00060205 0.000651403 0.00101212 0.000619874 0.00065093 0.000617299 0.000616664 0.000479888 0.000459141 0.000412668 0.00094054 0.000391105 0.000315993 0.000817589 0.000256258 0.000421404
threshold=-1.0000000180025095e-35 -0.40381499999999992 0.27287000000000006 -0.22665999999999997 0.08962500000000001 -0.091944999999999985 -0.46885499999999997 0.078475000000000017 0.0027400000000000007 0.084620000000000015 0.077685000000000018 0.076905000000000015 -1.0000000180025095e-35 -0.077644999999999978 -0.0030199999999999997 0.086560000000000012 1.0000000180025095e-35 0.083190000000000014 0.10538500000000002 -0.10774499999999999 -0.53104499999999988 1.0000000180025095e-35 0.096475000000000019 -0.084034999999999985 0.10033500000000002 0.051320000000000005 -0.072814999999999977 0.091275000000000009 0.09253500000000002 0.070450000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 8 -4 9 -5 10 11 12 13 -7 19 16 26 18 -17 -14 -21 25 -8 28 -25 -20 -16 -28 29 -22
right_child=1 2 6 4 -6 7 22 -9 -10 -11 -12 -13 14 -15 15 17 -18 -19 21 20 23 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0013731810135480832 -0.001160866846565011 0.0011744794676912039 -0.00036513630566782607 -0.0012484789177610489 -0.0011790433638030518 -9.8730451900554491e-05 0.0010873978673523995 -0.0011259107297539627 3.6347098513945648e-05 0.00095413815418213482 -0.0012913947377714648 0.00076928750000434046 -0.00047068769912757719 -0.0013031678120475393 0.0011503349630629244 -0.0012618215485575004 -0.00078659133250423671 0.0001993552912469494 0.00042395609222810798 -0.0004566110424821698 0.00013466231116317692 -0.00096221046499062697 0.00014876948230067153 -0.00062974255371163002 0.0010254311937288796 -0.00057193803415185368 -0.00055706522380091317 0.0010328459565566135 0.0013590677758302896 0.0011128756300258964
leaf_weight=0.0010665923107098232 0.0010643323874575108 0.0012553451266796847 0.0013262900655917065 0.0020413291264342872 0.001653302425874025 0.0020993655744264705 0.0030445981905720112 0.0010992355600407669 0.0011169843572553795 0.001160171814635901 0.0013734117976564866 0.0025148683191700263 0.0017435366863933774 0.001467765217306293 0.0012760716588928744 0.0020003078129855467 0.0013617392928693128 0.0024562626418003219 0.0017150044360789707 0.0012664050650528199 0.0016362110905288026 0.0014769570540238419 0.0014500264582832934 0.0013813448774278054 0.0012172520084039462 0.0013116524547456265 0.0011200177844230596 0.0013376412686625372 0.001255144721667989 0.0016845451602875983
leaf_count=86 64 14 37 280 220 460 231 74 55 40 40 193 47 150 13 119 121 26 26 11 171 19 31 385 71 36 40 11 35 15
internal_value=0 -5.99031e-05 -3.4342e-05 -0.000115349 -0.000157116 -0.000111592 0.000522621 -4.811e-05 -0.000794081 -1.20506e-05 -4.74166e-05 8.92822e-06 -5.98382e-05 -0.00059432 1.88152e-05 -0.000165355 0.00022656 -0.000388229 -0.000610135 0.00027299 0.000426603 -0.000320685 0.000784584 0.000582503 0.000145585 -7.63131e-06 0.00059607 0.000308283 0.000830624 0.000630888
internal_weight=0 0.0469071 0.0458428 0.0400219 0.0387665 0.0371132 0.00582091 0.0339549 0.00315831 0.0328557 0.0316955 0.0303221 0.0278072 0.00356713 0.0242401 0.0140557 0.00509547 0.00896018 0.00650392 0.0101844 0.0084409 0.00450361 0.00449462 0.0071745 0.0025986 0.00302666 0.00373373 0.00245766 0.0045759 0.00332076
internal_count=3121 3035 2971 2672 2658 2438 299 2103 335 2029 1989 1949 1756 610 1146 411 185 226 200 735 688 81 262 677 456 62 64 51 221 186
is_linear=0
shrinkage=0.00137286


Tree=1337
num_leaves=31
num_cat=0
split_feature=31 39 42 1213 453 1348 1456 14 1374 457 51 15 51 15 52 14 42 13 16 4 43 13 47 15 4 4 12 16 15 47
split_gain=0.00142372 0.00126263 0.00107987 0.000907809 0.000844027 0.00103176 0.00122493 0.00100143 0.000652991 0.000844096 0.000694375 0.000847601 0.00114402 0.00108234 0.00122766 0.000978353 0.000858884 0.00074797 0.000663927 0.00064912 0.0013292 0.000522112 0.000518638 0.000466324 0.000640315 0.000680936 0.000667722 0.000446642 0.000412515 0.000340773
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 -1.0000000180025095e-35 0.10218000000000001 0.090205000000000021 -1.0000000180025095e-35 0.078400000000000011 -0.094929999999999987 0.086800000000000016 0.161415 -0.24436499999999997 0.012085000000000002 -0.055554999999999993 0.11434500000000002 -0.46885499999999997 -0.091729999999999992 -0.0034749999999999994 -0.0057949999999999989 -0.46376499999999993 -0.52440999999999993 -0.084774999999999989 0.10678000000000001 0.091475000000000015 -0.49405499999999997 -0.083854999999999985 0.086850000000000024 -0.27167499999999994 -0.0079099999999999986 0.090280000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 10 11 15 13 16 17 -10 -13 23 27 20 -20 22 -18 24 -15 -26 -27 -19 -14 -23
right_child=1 -3 3 4 -6 -7 7 -9 9 -11 -12 12 28 14 -16 -17 21 18 19 -21 -22 29 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.001373302664867748 -0.0013731498981892133 0.0013733739126728156 -0.00092382790314332966 -0.0010884107033476212 -0.00120280477829127 0.0013450192008886636 -0.00073255383120483537 -0.001157886507264533 -0.0003908813624917573 0.0007228596869209734 -0.0010965827066748729 0.00061120442621510885 0.00077131146901191861 -0.00043083477931448578 -0.0010231428093993482 0.0011335769965264632 -0.00087098701419170048 1.9397198941991567e-05 0.00078010208613709666 0.00065411733423904818 -0.0013730434648023446 -0.00044373442401624501 0.00028028361720060989 -0.00020221007413533527 0.0012516323944004048 -0.00044046463644505486 0.00076610317625259723 -0.0010819983215881038 -9.9618054491263397e-05 -0.0013386230440204159
leaf_weight=0.0013299540918854094 0.0012191451404177647 0.0011255820635724936 0.0022196046567926056 0.0019667843524100439 0.0011213625798234253 0.001054514210398593 0.0018926250764934585 0.0013214376936412356 0.0011330643067495316 0.0036435681691555635 0.0010026937766092195 0.0010272588640973801 0.0041747067701827234 0.0010398644697175857 0.0018169771960527816 0.0026471706716693069 0.0014923453622777139 0.0011150159366444257 0.0010049105112557299 0.0024375134886343046 0.0011689842805289175 0.0011446863707139645 0.0014580614802746084 0.0018242060298163665 0.0027393095052876543 0.0013089282697374104 0.002545790015485494 0.0018376129027473098 0.0013585778099836068 0.0026790834777061789
leaf_count=86 18 21 491 256 18 35 49 59 33 95 53 46 159 14 148 158 98 20 5 70 84 220 35 108 112 151 188 110 89 92
internal_value=0 -6.50016e-05 -9.65024e-05 -6.54837e-05 -2.57568e-05 2.42468e-06 -2.85004e-05 1.9078e-05 5.5679e-05 9.24232e-05 3.02685e-05 6.16943e-05 -1.05588e-05 -0.00012854 4.9531e-05 0.000676645 -0.000558551 0.00016403 -0.00015777 0.00016769 -0.000377725 -0.000735936 -0.000302041 0.000421388 0.000570404 0.000728297 0.000356395 -0.000666073 0.000557474 -0.00107073
internal_weight=0 0.0525214 0.0513958 0.0501767 0.0479571 0.0468357 0.0457812 0.0438144 0.042493 0.0406003 0.0369568 0.0359541 0.0321738 0.0266405 0.0188391 0.00378023 0.00780144 0.0170221 0.00756404 0.00461141 0.00217389 0.00677418 0.00295041 0.0094581 0.00763389 0.00659403 0.00385472 0.00295263 0.00553328 0.00382377
internal_count=3121 3035 3014 2996 2505 2487 2452 2196 2137 2088 1993 1940 1749 1501 1010 191 491 862 289 159 89 445 133 573 465 451 339 130 248 312
is_linear=0
shrinkage=0.00137286


Tree=1338
num_leaves=31
num_cat=0
split_feature=31 151 1348 1456 14 1213 49 133 133 484 403 131 2 0 0 41 123 42 52 15 4 13 0 49 52 3 160 4 52 4
split_gain=0.00126775 0.000627236 0.00106526 0.000941432 0.000812635 0.000663534 0.000596382 0.00079291 0.000735309 0.000596742 0.000976399 0.00064018 0.000791532 0.000876306 0.000943561 0.000764937 0.000617578 0.000608777 0.000595702 0.000639837 0.00055502 0.000655404 0.000572784 0.000567309 0.000800002 0.000433414 0.000432747 0.000429256 0.000284827 0.000236898
threshold=-1.0000000180025095e-35 -0.40381499999999992 0.090205000000000021 -1.0000000180025095e-35 0.076175000000000007 -0.080769999999999995 0.10969000000000002 -0.25159999999999993 -0.16271999999999995 0.085130000000000011 -0.083259999999999987 0.10033500000000002 0.073895000000000002 -0.10607499999999999 -0.019414999999999998 0.077565000000000009 1.0000000180025095e-35 -1.0000000180025095e-35 0.11434500000000002 -0.095869999999999983 -0.27825499999999997 -0.06532499999999998 -0.059114999999999994 -0.073374999999999982 -0.081429999999999989 -0.14186499999999996 -0.081969999999999987 0.25615500000000008 -1.0000000180025095e-35 -0.0024449999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -10 12 13 -12 29 16 17 -14 19 27 21 -21 23 24 -22 -23 -11 -19 -25 -15
right_child=1 2 -4 4 -6 6 -8 8 9 26 11 -13 15 14 -16 -17 -18 18 -20 20 22 25 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=0.0013463879504755139 -0.0011100607334525068 -0.0010987960940553282 0.001316419502560737 -0.00096145651215776495 -0.0010834906140440251 -0.0011149830059964004 0.00065324146700901646 0.0011230305420253778 -0.0013437447011349142 0.00086721596963815792 0.00036334428213820357 0.00078889207316008348 -0.0010956871059297432 -0.00056641465251006692 0.00023897608204285649 0.0012034681314307472 0.00068212783328687921 -0.00098086702331357401 -0.00097057010461889463 0.00041734700509691951 0.00037644161749298511 -0.000144872334023478 0.0012200948285134173 0.00016443690337506682 -0.0010082222071229878 -0.0013461398345337994 -0.00012124510974559017 0.00012476708461210602 0.00091366038527459625 -0.0012801145061540412
leaf_weight=0.00118710607112149 0.001012854130792106 0.0015564270490255874 0.0010261433018818869 0.0012522601454287843 0.0012892835594398014 0.0011418754001559775 0.0026252324548056696 0.0010705626557516714 0.0010554219313474436 0.0022535015436471184 0.001755570208068491 0.0016478327810616191 0.0010158030874802817 0.0012110377647260862 0.0013507211559345969 0.0010105707110952258 0.0021397316443616523 0.0016108655159900878 0.0011105796570209927 0.0015850947688704764 0.0018404524130346545 0.0011364173450942872 0.0012548642801100537 0.0016369668481583917 0.0012826950550914864 0.0010438966414891707 0.0012459940788538395 0.0010512813235976637 0.0020963853463811149 0.002768774929776896
leaf_count=86 64 287 33 290 80 153 162 31 378 129 24 59 187 174 31 31 99 51 103 18 35 74 52 138 28 41 51 37 105 90
internal_value=0 -6.31237e-05 -3.85013e-05 -7.15731e-05 -3.20807e-05 2.505e-06 3.432e-05 -1.16866e-05 2.51774e-05 -1.0326e-05 -7.24554e-05 -2.54583e-05 -7.53404e-05 -0.000461415 -0.000733043 6.27207e-05 1.41761e-06 -8.59818e-05 -2.04422e-05 5.21349e-05 0.000185814 -0.000241231 0.000384053 0.000231043 -0.000192248 -0.000720018 0.000515275 -0.000544252 0.000585148 -0.00106294
internal_weight=0 0.0440791 0.0430662 0.0420401 0.0404837 0.0391944 0.0379421 0.0353169 0.034175 0.0331045 0.029605 0.0285495 0.0269017 0.0070861 0.00533053 0.0198156 0.018805 0.0166653 0.0156495 0.0145389 0.0118768 0.00376541 0.00811136 0.0068565 0.00312315 0.00218031 0.0034995 0.00266215 0.00373335 0.00397981
internal_count=3121 3035 2971 2938 2651 2571 2281 2119 1966 1935 1755 1377 1318 319 295 999 968 869 682 579 491 133 358 306 63 115 180 88 243 264
is_linear=0
shrinkage=0.00134594


Tree=1339
num_leaves=19
num_cat=0
split_feature=1456 1213 11 43 48 49 43 12 13 15 2 2 52 151 4 3 2 42
split_gain=0.000352508 0.000364531 0.000295029 0.000183674 0.000372756 0.000348139 0.000265961 0.000239562 0.000394703 0.000183087 0.000190114 0.000422867 0.000327231 0.000238766 0.000212558 0.000346089 0.000246794 7.00212e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.087830000000000005 -0.052894999999999991 0.087310000000000013 -1.0000000180025095e-35 -0.00067499999999999993 0.051320000000000005 -0.0034749999999999994 0.095175000000000023 0.089775000000000008 0.093175000000000022 -0.0064899999999999992 -0.0033899999999999994 0.24564500000000003 0.10299500000000002 0.11411 -0.090989999999999988
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 -3 -5 17 -9 10 12 -12 -8 -13 15 -15 -17 -7
right_child=1 2 -4 6 -6 7 9 8 -10 -11 11 13 -14 14 -16 16 -18 -19
leaf_value=-0.0032068110947475739 -0.0031102769594172721 -0.0020958281470491551 -0.0021192882470732464 -0.0025349303778504171 0.0033552548460108159 0.0015668989808171273 -0.0031156836419461778 0.0018642183153586083 -0.002169573444604749 -0.001867501985023802 0.0034136599610056911 -0.0018604288829030208 0.00065095045083934803 -0.0024288559211359377 0.0026367916868544543 0.0024670336768957686 -0.0007598702870506704 0.0036328227634127986
leaf_weight=0.0010324760305708272 0.0010410672747022667 0.0013118776597714765 0.0015196341676431127 0.001149707627725303 0.0017341596541290416 0.001016945912916789 0.0011194603561053285 0.0017385855250272031 0.0013111848250338953 0.0011425449650670503 0.001647459878605595 0.0012992891998031579 0.001946508646189061 0.0011584385307539221 0.0014194539657053085 0.0017766849822891118 0.0012400510616803473 0.0010052584141838072
leaf_count=288 461 246 119 348 212 32 70 355 135 101 61 92 191 123 97 46 43 101
internal_value=0 0.000104156 0.000246332 0.000409605 0.00107303 0.000453065 2.21361e-05 0.00111234 0.000129974 0.000252717 0.000461416 0.000887049 -0.00072434 0.000283257 0.000781104 0.000150217 0.00114059 0.00259389
internal_weight=0 0.0245783 0.0235372 0.0220176 0.00811801 0.00638385 0.0138996 0.00507197 0.00304977 0.0127499 0.0116073 0.00854138 0.00306597 0.00689392 0.00559463 0.00417517 0.00301674 0.0020222
internal_count=3121 2833 2372 2253 1081 869 1172 623 490 824 723 462 261 401 309 212 89 133
is_linear=0
shrinkage=0.00555105


Tree=1340
num_leaves=19
num_cat=0
split_feature=1213 14 44 124 48 40 4 0 0 2 0 3 52 16 0 0 4 12
split_gain=0.000280447 0.000174166 0.000166969 0.000251557 0.000186051 0.000345229 0.000284412 0.000303363 0.000319824 0.000263151 0.000227349 0.000425849 0.000266154 0.000213904 0.000213128 0.000254974 0.000461786 0.000188353
threshold=-1.0000000180025095e-35 0.076175000000000007 1.0000000180025095e-35 -0.043384999999999993 0.12737000000000001 -0.063404999999999989 -0.27825499999999997 -0.026509999999999995 -0.10607499999999999 0.113445 -0.084269999999999984 -0.077774999999999983 -0.10925999999999998 0.25084500000000004 -0.11756999999999999 -0.23091999999999999 1.0000000180025095e-35 0.088615000000000013
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 13 8 9 14 11 -10 -12 -7 15 -8 -17 -14
right_child=1 -3 -4 4 -6 6 7 -9 10 -11 12 -13 17 -15 -16 16 -18 -19
leaf_value=-0.0024678781114273905 0.0019077474358596101 -0.0018410507934147754 -0.0016413125622292059 -0.0020925736290305762 -0.0016381551966464659 -0.0022492258988860746 0.0021922476184560004 0.0025400290662780278 -0.0036652468058351543 0.0030950955603833625 -0.0016883505753418513 0.00037077928006996842 0.0022611887402116211 0.00038186777560790357 0.0026513979398294181 0.0014197328250920673 -0.002164163459989525 -0.00012520739470431809
leaf_weight=0.0010104982269170107 0.0018876086824353147 0.0010149788108186888 0.0010952305064080283 0.0013472088355426228 0.0012950077296256515 0.0014528912187153848 0.0011076614793736894 0.0017021595450234074 0.0010994090275946999 0.0012567993953531698 0.0010675504631747438 0.001258558034308294 0.0014871743582896106 0.001327094600334533 0.0010053399345091255 0.001553822821890094 0.0016790545884592945 0.0014824086554224847
leaf_count=491 237 87 60 92 62 74 36 96 513 89 212 107 169 123 52 48 59 514
internal_value=0 7.97899e-05 0.00016417 0.000254013 9.88807e-05 0.000218361 0.000396469 0.000659279 0.00041298 0.00114438 -0.000342166 -0.00151103 0.000340532 -0.000993209 0.000685779 0.000230509 -0.00044163 0.00106991
internal_weight=0 0.02412 0.023105 0.0220097 0.0201221 0.0188271 0.0174799 0.0146999 0.0129978 0.00660268 0.0063951 0.00235797 0.00403713 0.00277999 0.00534588 0.00434054 0.00323288 0.00296958
internal_count=3121 2630 2543 2483 2246 2184 2092 1895 1799 284 1515 620 895 197 195 143 107 683
is_linear=0
shrinkage=0.00473777


Tree=1341
num_leaves=19
num_cat=0
split_feature=1348 51 1 11 47 4 52 0 0 4 4 1 1 0 160 3 159 52
split_gain=0.000169149 0.000261003 0.000390233 0.000336054 0.000251338 0.000390707 0.000235559 0.000211871 0.000262624 0.000388963 0.000259152 0.000221516 0.000218253 0.000271994 0.000197437 0.000210788 0.000129131 0.000125271
threshold=0.084620000000000015 -0.40274499999999996 0.13559000000000002 0.088215000000000002 0.11669500000000001 0.27834500000000006 0.11434500000000002 -0.060129999999999996 -0.10096999999999999 -0.013514999999999998 -0.49405499999999997 0.087865000000000013 0.094385000000000011 -0.15931499999999996 0.086075000000000013 0.084940000000000015 -0.020314999999999996 -0.088204999999999992
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 7 8 12 11 -9 -10 14 -14 15 -3 -8 -12
right_child=-2 2 -4 -5 -6 -7 16 10 9 -11 17 -13 13 -15 -16 -17 -18 -19
leaf_value=-0.0025069496581336176 0.0019190689408885781 -0.0011076989471539764 0.0021490505609296617 -0.0028472273400718838 -0.0023978812842186796 0.0022358399740031428 -0.00045317091854058184 -0.00067694539488735391 -0.0016292091421446333 -0.0038772541397087013 0.0005922245894693334 0.0013903235398590348 -0.00054670999525990914 0.0022574329382416829 -0.0023662914014111543 0.0015015111114952031 -0.0028907900578174746 0.0026567399715397245
leaf_weight=0.0010103395888494396 0.0010064369739207759 0.001575694481549034 0.0018204520767256529 0.0010507187220383232 0.0010043842335365474 0.0017823983627407438 0.0010026943792960097 0.0014714917771811997 0.0013039886483029953 0.0010378908606596318 0.0011535960031139325 0.0010044057356310976 0.0013577772811572686 0.0019943210086825758 0.0010365714384912295 0.0013362449931619835 0.0010276611097645985 0.001694697074357882
leaf_count=113 69 127 174 93 74 156 230 101 739 479 83 208 25 99 60 34 170 87
internal_value=0 -0.000103759 3.41533e-06 -0.000184063 -4.26224e-05 8.33444e-05 -0.000142378 6.7159e-05 -0.000299082 -0.00142014 0.000969826 -0.00031538 0.000214762 0.00112161 -0.000555105 8.96281e-05 -0.00168697 0.00182058
internal_weight=0 0.0236653 0.022655 0.0208345 0.0197838 0.0187794 0.016997 0.0149667 0.0106469 0.00334629 0.00431978 0.00230839 0.00730061 0.0033521 0.00394851 0.00291194 0.00203036 0.00284829
internal_count=3121 3052 2939 2765 2672 2598 2442 2042 1771 1426 271 947 345 124 221 161 400 170
is_linear=0
shrinkage=0.00483252


Tree=1342
num_leaves=19
num_cat=0
split_feature=1447 1 150 150 3 3 42 47 12 15 43 52 3 3 0 15 47 3
split_gain=0.000168799 0.000193408 0.000189581 0.000208541 0.000195256 0.000315426 0.000282228 0.000216226 0.000249728 0.000183985 0.000147363 0.000198441 0.000269747 0.000165041 0.000386581 0.000355582 0.000102314 7.91056e-05
threshold=-1.0000000180025095e-35 0.094385000000000011 0.076925000000000007 0.12187000000000002 0.10893000000000001 0.13524500000000003 0.10306000000000001 0.10980000000000002 0.092355000000000007 -0.095869999999999983 -0.17390999999999998 0.10160000000000001 0.092670000000000016 -0.10831999999999999 -0.082974999999999979 0.083935000000000023 0.087885000000000019 -0.13927999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 9 4 -4 6 -6 7 8 16 -2 -11 12 13 17 15 -15 -3 -12
right_child=1 2 3 -5 5 -7 -8 -9 -10 10 11 -13 -14 14 -16 -17 -18 -19
leaf_value=-0.0015723377162974147 -0.0018612543845016416 0.0023158863929505767 0.0027121932225699927 0.00028739073553952019 -0.002191440281657236 0.00056397801383057983 -0.0013991558640646864 0.002460406827669355 -0.0010038834172915853 0.0010127486173891998 -0.00038162954772647602 -0.0021414475816066789 0.0015453318371479458 -0.0014611861591126204 -0.0030289909553486401 0.0016958701051975886 0.00043525264475008878 0.0013083310650923061
leaf_weight=0.0012212427974068176 0.0012851356646697556 0.001066648627760125 0.0012771177953093691 0.0013366665189815663 0.0014305238016092403 0.0016443945295034901 0.0010527554920511939 0.0014198768758019176 0.0013104689524539026 0.0017051247228332409 0.0010204414283521146 0.0010235949465654537 0.0014342834709317742 0.0015577897537784055 0.0012352910520740945 0.0011359870417352314 0.0010640968450381649 0.0010196953566321562
leaf_count=300 237 158 178 48 44 117 98 60 161 116 61 289 47 354 567 228 32 26
internal_value=0 6.47867e-05 0.000454966 0.00147217 0.00015918 -0.000717907 0.000615223 0.00105147 0.000470133 -0.000331722 -0.000137721 -0.000370506 -0.000125658 -0.000527164 -0.00104132 -0.00012983 0.0013767 0.000463042
internal_weight=0 0.0230199 0.0116025 0.00261378 0.00898877 0.00307492 0.00591385 0.00486109 0.00344121 0.0114173 0.0101322 0.00842708 0.00740349 0.0059692 0.00392907 0.00269378 0.00213075 0.00204014
internal_count=3121 2821 896 226 670 161 509 411 351 1925 1688 1572 1283 1236 1149 582 190 87
is_linear=0
shrinkage=0.00429114


Tree=1343
num_leaves=31
num_cat=0
split_feature=31 160 150 1456 448 3 1213 133 13 1 11 52 4 474 160 3 4 49 15 3 16 49 52 13 43 43 43 457 131 0
split_gain=0.00123321 0.000640585 0.000542289 0.000690494 0.000564455 0.000600904 0.000536635 0.000508851 0.000658241 0.000631836 0.000608784 0.00059695 0.00083058 0.000755025 0.000735709 0.000539898 0.000528151 0.00067083 0.000508903 0.0012874 0.000614621 0.000482334 0.000480561 0.000372999 0.000562773 0.000355537 0.000507924 0.00034047 0.000306254 0.00023259
threshold=-1.0000000180025095e-35 -0.40698999999999991 -0.22665999999999997 -1.0000000180025095e-35 -0.083114999999999981 0.30112000000000005 -0.080769999999999995 -0.25159999999999993 -0.0034749999999999994 0.111945 0.078340000000000007 0.10744000000000002 -0.35136499999999998 0.084660000000000027 -1.0000000180025095e-35 -0.10831999999999999 0.27044500000000005 -0.043469999999999995 -0.016799999999999995 -0.0087149999999999988 -0.101115 -0.088694999999999982 0.17829500000000004 -0.084034999999999985 -0.09002499999999998 -0.04890499999999999 0.084740000000000024 0.082380000000000009 0.086835000000000009 0.18019500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 -6 -8 9 10 15 12 29 14 -14 -9 17 27 20 -20 -19 -17 -13 25 -25 -23 -27 -16 -11 -10
right_child=1 2 3 4 5 -7 7 8 11 28 -12 22 13 -15 16 21 -18 18 19 -21 -22 23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.0015162381536277618 -0.00099159135431070881 0.00081008323542948078 -0.0010958029608625771 -0.0010436082633551705 -0.0009954080863685173 0.00092873955086440882 -0.0009266001533519123 0.0010548070403437529 -0.001515925366160351 0.0014990902457965977 -0.00096215910680192362 0.0012610096268470612 -0.0013324406638540254 0.0010728418454471434 -0.00025315625217278438 -0.00070369033930012292 0.00077100568696961223 -6.6309461845513701e-05 -0.0010006906725977551 0.00092566761303500744 -0.0014873443444075414 0.0010113916168142513 -0.00015109148626209093 0.00049980726514625012 -0.00097456240766220954 -0.00033734886867660066 0.00070199732784604783 0.00056643484029500718 0.00045421659152024735 -0.00054185429224518165
leaf_weight=0.0011742549553547246 0.0016249971031921931 0.0017268271554371486 0.0014193207236921071 0.001200221339999529 0.0012698572809455291 0.0015753568696528211 0.0012921554409648364 0.0016057868362864209 0.0012860732457191651 0.0012532735669316128 0.0010576979671554918 0.0011751786956057933 0.0012163154871087664 0.0011474399938666844 0.0020226263195866085 0.001439864343313336 0.0014250315879884576 0.0010877531131829876 0.0017333050937189407 0.0014756481963082956 0.0019580640656071688 0.0017893541396241108 0.0010470011690815184 0.0011483003483607791 0.0012340074261810718 0.0020579607703190596 0.002273893595965859 0.0027447619549434421 0.0013267404171903863 0.0010020036579589942
leaf_count=86 240 30 232 53 290 123 160 30 117 86 35 36 41 39 35 53 71 18 164 11 71 195 19 60 577 119 21 36 61 12
internal_value=0 -5.74053e-05 -2.20951e-05 -5.69195e-05 -1.9914e-05 1.18792e-05 -2.70844e-05 7.26268e-06 4.22312e-05 0.000278356 0.000138493 -0.000143368 -0.000239415 -0.000108112 -0.000207286 0.000239294 -9.73385e-05 -0.000209605 -0.000536069 -0.000114848 -0.00097985 0.000107594 0.000595685 0.000244965 -0.000263899 0.00044301 0.000208229 0.000218713 0.000961777 -0.00108936
internal_weight=0 0.0446168 0.0429918 0.041265 0.0398457 0.0386455 0.0370701 0.0358002 0.0345081 0.0151869 0.0126069 0.0193212 0.017099 0.0148109 0.0136635 0.0115492 0.0124472 0.0110222 0.00625477 0.00320895 0.00304582 0.00994338 0.00222218 0.00850352 0.00238231 0.00612121 0.00433185 0.00476739 0.00258001 0.00228808
internal_count=3121 3035 2795 2765 2533 2480 2357 2067 1907 1237 1090 670 615 486 447 1055 406 335 264 175 89 1025 55 972 637 335 140 71 147 129
is_linear=0
shrinkage=0.00151575


Tree=1344
num_leaves=20
num_cat=0
split_feature=128 43 1447 453 4 160 52 15 49 484 3 4 4 2 47 3 1 0 2
split_gain=0.000181766 0.000172029 0.000172925 0.000201504 0.000364005 0.000309213 0.000267792 0.000265706 0.000223854 0.000343687 0.000421081 0.00025477 0.000689219 0.000232953 0.000203234 0.00018682 0.00017864 0.00015622 0.000258879
threshold=0.086435000000000012 0.24789500000000006 -1.0000000180025095e-35 1.0000000180025095e-35 0.26790000000000008 -0.091944999999999985 1.0000000180025095e-35 -0.031204999999999997 -0.081404999999999991 0.073690000000000019 -0.08824499999999999 -0.077679999999999985 0.0052350000000000009 0.097220000000000015 0.092710000000000015 -0.016324999999999996 0.111945 0.16094000000000003 0.091265000000000013
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 8 -8 15 10 -10 -12 -13 14 -14 -7 -6 18 -9
right_child=-2 -3 3 -5 16 6 7 17 9 -11 11 12 13 -15 -16 -17 -18 -19 -20
leaf_value=-0.001486607998602371 -0.001773454800578065 -0.0017333413789876314 -0.0021519867286818009 -0.0015858977794497564 0.00079998533023462179 0.0022146743330359931 0.0031688501835906847 0.001658110055270562 -0.0034888884912090677 0.0014332458403222361 0.0015162725225804927 -0.0036769899431870392 0.0020072282867681954 -0.0014497304714662718 -0.00042858731842224562 -0.00020676090612494339 0.0031988857391634833 0.0020504901940487977 -0.0013575330422852219
leaf_weight=0.0012148453499147829 0.0011203365696195724 0.0010103300998485212 0.0011154846704906065 0.0011314349674015336 0.0012895521429552295 0.0013723149913283939 0.0010573547042160292 0.001005295892091417 0.0010109731494165556 0.0016652877797938004 0.0011485514604541117 0.0012663824047102878 0.0014230723023868075 0.0013119604394882245 0.0013123610534222507 0.0011821333902970457 0.0011894057799047286 0.001025135379776998 0.0013025656818084208
leaf_count=285 207 145 249 78 95 84 95 381 192 162 179 327 55 82 40 75 232 12 146
internal_value=0 6.80274e-05 0.000150663 0.000246247 0.000351592 0.000121064 0.000278714 0.00121886 -7.42811e-05 -0.00040087 -0.000809569 -0.000390413 -0.000802536 9.68477e-05 0.000838613 0.0010941 0.00195098 0.000600254 -4.39302e-05
internal_weight=0 0.0230344 0.0220241 0.0208093 0.0196778 0.0171989 0.0160834 0.00439035 0.011693 0.00913859 0.0074733 0.00646233 0.00531378 0.00404739 0.00273543 0.00255445 0.00247896 0.003333 0.00230786
internal_count=3121 2914 2769 2484 2406 2079 1830 634 1196 1037 875 683 504 177 95 159 327 539 527
is_linear=0
shrinkage=0.0044645


Tree=1345
num_leaves=19
num_cat=0
split_feature=150 1447 403 3 13 376 52 12 2 3 0 151 1 47 12 2 13 15
split_gain=0.000172661 0.000202161 0.000202194 0.000162515 0.000172889 0.000259845 0.000294481 0.00027275 0.000382432 0.000353037 0.000366338 0.000353234 0.000308176 0.000222999 0.000286375 0.000235067 0.000205538 0.000109328
threshold=-0.17852999999999997 -1.0000000180025095e-35 0.090990000000000015 -0.20241999999999996 0.25761500000000009 1.0000000180025095e-35 0.10160000000000001 0.097825000000000009 0.088850000000000012 0.12178000000000001 -0.15202999999999997 -0.0083949999999999979 0.104035 0.092530000000000015 0.084100000000000022 0.079055000000000014 -0.076599999999999988 -0.055554999999999993
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 7 8 13 11 -11 -10 16 14 15 -5 -13 -9
right_child=1 2 -4 4 -6 -7 -8 17 9 10 -12 12 -14 -15 -16 -17 -18 -19
leaf_value=0.0018506838724780578 -0.0020492908076771774 0.0016687329745242814 -0.0019563012122791744 0.0019259092596080824 -0.0016466839816229126 0.0019968103154085716 -0.0017671830873978358 0.00029619104594011278 -0.00054761015344417861 -0.0029704106588490809 0.00086358585784632462 0.0023516496712596741 0.0040253024349274453 -0.0030317034502207827 -0.0023631829793229102 -0.0011552014731923076 -0.00043538704433415052 0.0022247461297126348
leaf_weight=0.0010219683798879933 0.0010936870911997512 0.0013341155254639149 0.0010849815178321639 0.0010943985779657307 0.001295027105600254 0.0014483792957549748 0.0019154460034930256 0.0010152509169137902 0.0016971829959979701 0.0010770743054973053 0.0010736609447392631 0.0012369152399078764 0.0011332187116974701 0.001087206681966324 0.0012694893704166543 0.0010436976867182479 0.0010602434004828298 0.0016895818541829985
leaf_count=33 299 133 246 74 62 147 398 113 134 23 86 116 72 111 592 142 207 133
internal_value=0 -0.000101114 -2.26822e-06 0.000101298 -7.9755e-06 0.000110969 -5.56483e-05 0.00017079 -0.000134792 0.000523086 -0.00105645 0.00118562 0.00204313 -0.00120008 -0.000615686 0.000421885 0.00106531 0.00150087
internal_weight=0 0.0226496 0.0215559 0.0204709 0.0191368 0.0178417 0.0163934 0.0144779 0.0117731 0.0072783 0.00215074 0.00512756 0.00343038 0.00449479 0.00340759 0.0021381 0.00229716 0.00270483
internal_count=3121 3088 2789 2543 2410 2348 2201 1803 1557 638 109 529 395 919 808 216 323 246
is_linear=0
shrinkage=0.00464487


Tree=1346
num_leaves=31
num_cat=0
split_feature=31 1348 1456 14 3 484 160 52 133 453 1 129 43 160 0 13 43 43 12 2 16 43 39 12 4 160 1 4 1 13
split_gain=0.00128755 0.000764184 0.000893131 0.000806684 0.000715388 0.000542408 0.000741677 0.000615388 0.000631115 0.000634972 0.000617546 0.000673606 0.000661552 0.000615448 0.000609031 0.00060587 0.000953079 0.000834011 0.000580875 0.000563135 0.000607359 0.000527258 0.000652016 0.000473278 0.000427952 0.000405502 0.000390661 0.000449987 0.000299277 0.000482754
threshold=-1.0000000180025095e-35 0.090205000000000021 -1.0000000180025095e-35 0.076175000000000007 0.30112000000000005 0.085515000000000022 -0.081969999999999987 -0.43320999999999993 -0.25159999999999993 1.0000000180025095e-35 0.11039500000000001 0.084115000000000009 -0.50775499999999985 -0.090969999999999981 -0.23091999999999999 -0.0034749999999999994 -0.075574999999999989 -0.0037449999999999996 0.095330000000000012 0.092235000000000025 0.0065250000000000004 -0.27207999999999993 0.0046100000000000004 0.086700000000000013 -0.0016099999999999997 -1.0000000180025095e-35 0.090405000000000013 -0.033174999999999989 0.11910500000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -4 -9 10 11 12 -10 -14 -15 16 26 -18 23 24 -21 -12 25 -19 -17 -23 27 -16 -27 -30
right_child=1 -3 3 -5 -6 6 -8 8 9 -11 21 -13 13 14 15 19 17 18 -20 20 -22 22 -24 -25 -26 28 -28 -29 29 -31
leaf_value=0.0014573492167396368 -0.001103637059494077 0.001034778759293771 -0.0012249005186117639 -0.0011662239219400908 0.00096794080910634565 0.00099920488508980316 -0.00025378770803754559 -0.0011995069879040675 0.0007473756350643493 -0.0010570496024685579 -0.00052215282964707533 -0.0012765255008540084 -0.0012313267882322052 0.00083358846214737269 0.00086879956644068316 -0.00025332697778212204 -0.0014375248964011392 -0.00033643292318857713 -0.00068440305183482353 0.00037453583775191423 -0.0009866043828095708 -0.00047946152308504949 0.0014490609653661066 0.00079021358536508746 -0.0013098648738935174 0.00090499121890703622 0.00121051064414111 -0.00039836812610221365 0.00098859122120285099 -0.00026618164039722775
leaf_weight=0.0012268679757467807 0.0017669721718267519 0.0013229949874862248 0.0010154591657358649 0.0013200120479552871 0.0015310701154840336 0.0023057569930235999 0.0017742841824244229 0.0010237876122849423 0.0019180081951892794 0.0012461994861072681 0.0012921559869027988 0.0010274342772564884 0.001055641265940376 0.0014070919759205823 0.0012398714827099866 0.0013046689260325373 0.0011090145229308802 0.0013432250448657309 0.001906832386486812 0.0021603230625770742 0.001026410669798139 0.0011715952348367864 0.0012420511596731298 0.0019263837842813381 0.0021624707510916738 0.0020161592237570858 0.0014971096525897565 0.0011433257189059588 0.0010003026768856671 0.0018626733887412428
leaf_count=86 287 38 221 82 116 144 65 163 31 45 9 164 187 29 43 131 373 89 90 63 45 41 84 109 51 32 68 178 20 37
internal_value=0 -5.57469e-05 -8.94592e-05 -4.57825e-05 -8.53691e-06 -4.76968e-05 0.000454317 -0.000107766 -7.34757e-05 -3.75164e-05 3.71792e-06 -0.000124461 -6.86286e-05 -0.000149796 -8.71569e-05 -0.000164184 5.95208e-05 -0.000290978 -4.53386e-05 -0.00050596 -6.38719e-05 0.000335594 0.000487573 0.000327363 -0.000912294 0.000290205 0.000627271 0.000260883 0.00047502 0.000172227
internal_weight=0 0.0441193 0.0427963 0.0410293 0.0397093 0.0381782 0.00408004 0.0340982 0.0330827 0.0320589 0.0308127 0.0222278 0.0212004 0.0192824 0.0182267 0.0168196 0.0101658 0.00628546 0.00517644 0.00665387 0.00318673 0.00858494 0.00729278 0.00326961 0.00346714 0.00605073 0.00388031 0.0023832 0.00487914 0.00286298
internal_count=3121 3035 2997 2710 2628 2512 209 2303 2082 1919 1874 1651 1487 1456 1269 1240 950 661 288 290 108 223 214 198 182 130 289 221 89 57
is_linear=0
shrinkage=0.00145689


Tree=1347
num_leaves=20
num_cat=0
split_feature=457 1374 484 1 0 11 3 1 376 47 16 49 48 0 160 1 3 43 133
split_gain=0.000153848 0.00026763 0.000246931 0.00023959 0.000200311 0.000199013 0.000250863 0.000264849 0.000225008 0.000270536 0.000320568 0.000315914 0.000173366 0.00033286 0.000112176 0.000206168 6.01546e-05 5.9215e-05 4.03658e-05
threshold=0.088350000000000026 -0.064634999999999984 -0.0068949999999999992 0.13146500000000003 -0.053834999999999994 0.081790000000000015 -0.12018999999999998 0.077845000000000011 0.048375000000000008 0.092530000000000015 0.22339500000000004 -0.10774499999999999 0.085700000000000012 -0.18901999999999997 -0.080719999999999986 0.08844500000000001 -0.077644999999999978 -0.0073899999999999999 0.017095000000000003
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 5 -5 6 7 -4 9 10 11 -8 13 -13 -15 18 -17 -11 -16
right_child=1 -3 3 4 -6 -7 8 -9 -10 17 -12 12 -14 14 15 16 -18 -19 -20
leaf_value=-0.0019906702371649265 -0.00067997167725818456 0.0021213829314381833 2.5060921800065953e-05 0.00267693147978961 0.00017569651119967968 -0.0017238572785511499 -0.0020512200437807103 0.0027365361302873407 0.0013687396749773768 -0.0011368474839326208 -0.0023860135989104189 0.0026665824504262725 -0.0011674856633277523 -0.0010476173690262241 -0.0010640502789352997 0.0022336434182131074 0.00075340970375893971 -0.0025666764391704044 0.00015397961839915786
leaf_weight=0.0012441499717235618 0.001065476136332677 0.001529363920206305 0.001643640494293659 0.0010327350500253241 0.0013739606562553899 0.0014393773766427911 0.0011031001424193238 0.0011121836875318536 0.0013284637410766473 0.001031818710368837 0.0010837248229358812 0.0012495220398918132 0.0010942418523138819 0.0010596104405196675 0.0010000530206271127 0.0010038926299998918 0.0010183614329974944 0.0011040051764876777 0.0010039798271217482
leaf_count=481 39 119 56 109 98 145 56 73 115 99 195 35 152 273 512 138 101 68 257
internal_value=0 0.000971109 -0.00013665 -1.94568e-05 0.001249 -0.000196164 -5.73129e-05 0.00111935 -0.000305209 -0.000494429 -0.000187599 9.16165e-05 0.000409769 0.000682189 0.000194656 0.000521589 0.00148823 -0.00187592 -0.000453842
internal_weight=0 0.00259484 0.0209268 0.0196827 0.0024067 0.017276 0.0158366 0.00275582 0.0130808 0.0117523 0.00961649 0.00853276 0.00742966 0.00633542 0.0050859 0.00402629 0.00202225 0.00213582 0.00200403
internal_count=3121 158 2963 2482 207 2275 2130 129 2001 1886 1719 1524 1468 1316 1281 1008 239 167 769
is_linear=0
shrinkage=0.00429114


Tree=1348
num_leaves=31
num_cat=0
split_feature=1213 1456 453 403 52 1374 11 16 150 43 42 43 52 160 1 133 1 4 160 4 3 16 1 160 16 0 13 1 13 2
split_gain=0.000778127 0.000789566 0.000607838 0.00061454 0.00075556 0.000509052 0.000532197 0.000510687 0.000519111 0.000496707 0.000840719 0.000759867 0.00055624 0.00055887 0.00043378 0.00088094 0.000420002 0.000405863 0.000514629 0.000466778 0.000438647 0.000739189 0.000581443 0.000476987 0.000374031 0.000352436 0.000269024 0.000267926 0.000262043 0.0002341
threshold=-0.080769999999999995 -1.0000000180025095e-35 0.089960000000000026 -0.088999999999999982 -0.43320999999999993 0.093235000000000012 0.08976000000000002 -0.5048999999999999 -0.096799999999999983 -0.043144999999999996 -0.11466499999999999 -0.0037449999999999996 -0.049749999999999996 -0.081639999999999976 0.090405000000000013 0.084655000000000022 0.13842500000000005 0.033845000000000007 -0.082179999999999989 0.24564500000000003 0.10299500000000002 0.22339500000000004 0.090840000000000018 0.088020000000000015 -0.059624999999999991 -0.073309999999999986 -0.092879999999999976 0.11392000000000001 0.049530000000000012 0.093320000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 7 26 -9 10 -10 -11 25 -14 15 -15 17 18 -13 24 22 -22 23 29 -19 -12 -6 -8 -16 -20
right_child=1 2 -4 4 5 -7 27 8 9 11 12 16 13 14 28 -17 -18 19 20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0010513254871346649 -0.00088342216842975389 -0.00084786986831809777 -0.00099726749923662603 -0.00090364666286129756 0.0012433461030214466 -0.00079566838953463678 -0.00099944405610006963 0.0010585205563183766 -0.00055927583723165437 -0.0011874574950295055 0.00040264041605463812 -0.00065478902031083572 -0.0005565751793500395 0.00067752262341210011 0.0012569037600726964 -0.0008107062213324179 0.00074153466322224282 -0.0012392504980889105 0.0008457978966058291 0.00015050650467666785 0.0012724392266459722 -5.1843980588894323e-06 -0.0007752253519796293 -0.00047514888431263608 -0.00022143259412200314 0.0013019903171270844 0.00041126309801202421 -4.6652397860799522e-06 0.00035663004454701032 5.0860648732596096e-05
leaf_weight=0.0013552629326321055 0.0018033715039479361 0.0013228852242548319 0.001027955504426358 0.0013531234223916324 0.0012254062611258831 0.0010623102412825594 0.001041217932833848 0.0011576005997842023 0.0016995581653882494 0.0010016348047521264 0.0013820893838054626 0.0013746095518851762 0.0012875962678322592 0.0019618090816120315 0.0014326222938788602 0.0012132742654551443 0.0014811287393694519 0.0013544062930375134 0.0018941482426599945 0.0019622225386015657 0.0017092048759508316 0.0017047972651198506 0.0013486434506475575 0.0011876620958943818 0.0013676133548168332 0.0020238367795997183 0.0018200539498649448 0.001000736029681093 0.0010604094151176469 0.0011058519503643893
leaf_count=325 258 356 36 238 40 43 31 26 70 142 129 89 262 63 74 104 73 40 165 54 48 13 64 22 27 111 110 29 16 63
internal_value=0 5.43752e-06 4.49535e-05 7.20515e-05 0.000103898 0.000140884 0.000168676 0.000209846 0.000156671 0.000121345 0.000335683 -2.64472e-05 0.000482478 0.000259896 0.000445369 0.000108835 4.40736e-05 -2.4753e-05 0.000127307 -0.000359921 0.000247423 0.000634452 8.75892e-06 0.000261242 -0.000727872 0.000937043 0.00074607 -0.000511915 0.000873973 0.00055277
internal_weight=0 0.0423678 0.0405644 0.0395365 0.0382136 0.0368604 0.0357981 0.0337562 0.0307107 0.0295531 0.0120612 0.0174919 0.0103616 0.00695571 0.00566812 0.00317508 0.0164903 0.0150092 0.0103249 0.00468424 0.00895031 0.003414 0.00553631 0.00418766 0.00272202 0.00340593 0.00304546 0.00204195 0.00249303 0.003
internal_count=3121 2796 2538 2502 2146 1908 1865 1805 1655 1629 829 800 759 519 257 167 658 585 464 121 375 61 314 250 67 240 150 60 90 228
is_linear=0
shrinkage=0.00137286


Tree=1349
num_leaves=18
num_cat=0
split_feature=1 0 15 42 51 42 50 3 43 0 48 47 42 159 0 151 3
split_gain=0.000153033 0.000220156 0.000216403 0.000161025 0.0001638 0.000237586 0.000181858 0.000182071 0.000214276 0.000212882 0.000283226 0.000151272 0.000160722 0.00017213 0.000253762 0.000191924 0.000380307
threshold=0.104035 -0.019414999999999998 0.095175000000000023 0.094935000000000005 -0.082744999999999985 -1.0000000180025095e-35 0.079410000000000008 -0.10023499999999998 0.0034250000000000005 -0.10096999999999999 0.086260000000000017 0.13148500000000005 0.096235000000000015 0.076905000000000015 -0.10324499999999999 -0.0017399999999999998 0.12178000000000001
decision_type=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 7 -7 9 10 -9 12 13 14 15 -2 -17
right_child=1 -3 -4 -5 5 6 -8 8 -10 -11 -12 -13 -14 -15 -16 16 -18
leaf_value=-0.0013036920071402397 -0.0012484809009610906 0.0021591924957098801 -0.0022019821776305313 -0.001720681027921769 -0.0014210480113020496 0.0019587660851057564 -0.0010714028806960657 0.0018729189660145471 0.0020033399718815581 -0.0013308188988129372 -0.0010026820129099767 -0.0011963692754499869 0.0020025507506248133 0.0017693905175721156 -0.0019078534929217387 0.0023690251227262904 -0.00093772952672311997
leaf_weight=0.0015859390078131622 0.0010197563697103016 0.0012054691946353233 0.0010679376260525628 0.001139816188402921 0.0014611634685560175 0.001799876060221809 0.001226505949460388 0.0015617018333093959 0.0011882029103604808 0.0016526296418768373 0.0011316730362977978 0.0013281979933950083 0.0010400734527968858 0.0010292765430421902 0.0012458044373520041 0.0015823189685701955 0.0011509886186482632
leaf_count=339 59 155 340 241 633 85 228 61 57 405 41 49 90 108 135 50 45
internal_value=0 0.000410034 -0.00030937 -0.000150814 3.3384e-06 0.000210176 0.000488601 0.000749486 0.000356195 -9.41366e-05 0.00066468 0.000158908 0.00041358 0.000139424 -0.000196189 0.000371987 0.000976559
internal_weight=0 0.00960189 0.0138154 0.0127475 0.0116077 0.0100218 0.00856059 0.00733408 0.00553421 0.004346 0.00269337 0.00839642 0.00706822 0.00602814 0.00499887 0.00375306 0.00273331
internal_count=3121 691 2430 2090 1849 1510 877 649 564 507 102 536 487 397 289 154 95
is_linear=0
shrinkage=0.00437696


Tree=1350
num_leaves=31
num_cat=0
split_feature=151 150 1456 4 14 11 403 38 48 160 150 1429 147 42 52 47 4 4 1 3 13 457 1 403 1 15 1 43 12 12
split_gain=0.000741127 0.000904922 0.00102924 0.000648137 0.0010726 0.000882452 0.000744526 0.000547589 0.000603642 0.000763371 0.000684443 0.000744727 0.000898511 0.000568092 0.000548744 0.000674149 0.000704056 0.000617519 0.000545667 0.000543376 0.000622483 0.000620447 0.000478633 0.000391603 0.000368138 0.000340641 0.000311583 0.000306232 0.000304426 0.000291046
threshold=-0.40381499999999992 -0.22665999999999997 -1.0000000180025095e-35 0.27044500000000005 -0.46885499999999997 0.081790000000000015 -0.088999999999999982 1.0000000180025095e-35 0.088965000000000002 -0.22361499999999998 0.086615000000000011 0.084545000000000009 0.084575000000000025 0.091545000000000015 -0.11592499999999999 0.10783500000000001 -0.0016099999999999997 -0.35136499999999998 0.122185 -0.10831999999999999 -0.075974999999999987 0.088585000000000011 0.10887500000000001 0.085340000000000013 0.104035 0.079055000000000014 0.087505000000000013 -0.083134999999999987 0.091475000000000015 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 6 -4 8 9 -8 11 12 13 14 -11 16 17 -16 27 -10 29 22 -22 25 -12 -19 -18 -15 -27 -21
right_child=1 2 3 4 -6 -7 7 -9 19 10 24 -13 -14 18 15 -17 26 23 -20 20 21 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=-0.0011541512372812059 0.0010297647768560804 -0.0010903293145409628 -0.00092377449876664326 -0.00056003113658286655 0.00081269260811838752 -0.0012505203332479804 -0.0011712330064956012 -0.00090258166918933997 0.0012404714030263149 -0.00060848386220690846 -0.0013498131362418267 0.001136945749661355 -0.0011841853620448428 -0.00035423492177809887 -0.00015664475754686524 0.0012416753292485959 7.0550603795422955e-05 0.0011560704074404398 0.00034369529936438667 0.0013012243446180267 -0.0012056006251630171 0.00046021816379452046 -7.3621780950940387e-06 -5.0105729922777361e-05 -0.00019904759100233509 -7.8879819831775548e-05 -0.00071237707688370821 -0.0013485468321276727 0.00091726662315148129 0.00034592893743074356
leaf_weight=0.0010773236296142122 0.0015474436885654077 0.0016858195508238074 0.001652755948879924 0.0014658404479390708 0.0040011489761478938 0.0011408454074306454 0.0011066060330120467 0.0011713731056772749 0.0011612153928108881 0.0014549438663530858 0.0010084190443744303 0.0011651353203681039 0.0011247669354048631 0.0013098924574137527 0.0026502230583815766 0.0012447596047735479 0.0019817447056418415 0.0025682815464329609 0.001186438294553227 0.0011485878754271539 0.0010920390252335821 0.0023450851740562939 0.0014795758341392684 0.0012471380925571651 0.0010905990680676325 0.0011322787758829556 0.0018546349847063937 0.0010531673836244862 0.0011816340883239462 0.0012610231882068668
leaf_count=65 22 286 387 44 296 117 168 33 20 145 98 80 57 24 37 14 108 116 12 66 94 19 44 119 31 240 39 191 70 79
internal_value=0 -2.07818e-06 -3.83953e-05 3.54801e-06 0.00044463 -6.19555e-05 -2.39437e-05 1.97723e-05 5.26637e-05 -5.7188e-05 -4.17322e-06 7.00171e-05 7.82987e-06 7.88996e-05 0.000193589 0.000277781 0.000182678 0.000397064 -0.000415969 0.000367957 0.000229664 -5.0482e-05 -0.000516195 0.000636478 -0.000751903 0.000811863 -0.000307943 -0.000797379 0.000429817 0.000801289
internal_weight=0 0.0455134 0.043966 0.0422802 0.00546699 0.0368132 0.0356723 0.0340196 0.0328482 0.0243607 0.0232541 0.021155 0.0199899 0.0188651 0.0153156 0.0138607 0.0126159 0.00877956 0.0035495 0.00848753 0.00732631 0.0049167 0.00257161 0.00612933 0.00209902 0.00488219 0.00383638 0.00236306 0.00231391 0.00240961
internal_count=3121 3056 3034 2748 340 2408 2291 1904 1871 1549 1381 1252 1172 1115 888 743 729 582 227 322 302 157 138 545 129 426 147 215 310 145
is_linear=0
shrinkage=0.00137286


Tree=1351
num_leaves=17
num_cat=0
split_feature=41 2 48 1 123 48 42 14 3 1 12 43 150 48 0 0
split_gain=0.000151188 0.000157793 0.00018055 0.000180055 0.000210727 0.000223778 0.000252022 0.000207134 0.000413365 0.000263474 0.000263292 0.000448423 0.00024841 0.000309821 0.000272527 0.0003853
threshold=0.078475000000000017 -0.0091949999999999983 -0.086869999999999989 0.14000500000000002 1.0000000180025095e-35 0.12649500000000002 -1.0000000180025095e-35 -0.10708499999999999 0.10299500000000002 0.104035 0.09334000000000002 -0.12152999999999999 0.087380000000000013 0.083985000000000018 -0.083914999999999976 -0.10224499999999999
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 10 -10 11 -9 13 14 15 -13
right_child=-2 2 3 -5 -6 -7 7 8 9 -11 -12 12 -14 -15 -16 -17
leaf_value=0.0017540439382650889 -0.0014106427909772153 -0.0017789993974954277 -0.0015497591533021782 0.0016084850960991709 0.0014829127285908245 -0.0021869846294043224 -0.0017087617662673749 0.0029484852311324064 0.00048288344751582564 0.0030693649362158377 -0.0017478588663411719 -0.0015303373068188625 -0.0020256382000487694 0.001811708640961863 -0.0023541213793041855 0.0018216048473104409
leaf_weight=0.0010650088719205133 0.0014500794262333186 0.0010872603315199561 0.0019490732641131306 0.0014422454093021555 0.0016683634672616235 0.0010395871380319823 0.0010814932300249333 0.0010308411970072484 0.0016287273380726228 0.0015153333809170277 0.0016698361187613142 0.0012811562772831993 0.0012318368772555877 0.0016495819518195232 0.0011210788960133748 0.0014652686617506183
leaf_count=158 148 67 769 88 158 53 52 24 45 77 417 81 142 130 337 375
internal_value=0 7.78322e-05 -7.73998e-06 8.96495e-05 -2.98417e-05 -0.000181297 -4.78449e-05 0.000166218 0.000327234 0.00172948 -0.000139321 0.000205933 -0.000212969 0.000191758 -0.000499189 0.000257986
internal_weight=0 0.0219267 0.0208617 0.0197744 0.0183322 0.0166638 0.0156242 0.0136752 0.0125937 0.00314406 0.0094496 0.00777976 0.00674892 0.00551709 0.0038675 0.00274642
internal_count=3121 2973 2815 2748 2660 2502 2449 1680 1628 122 1506 1089 1065 923 793 456
is_linear=0
shrinkage=0.0044645


Tree=1352
num_leaves=31
num_cat=0
split_feature=151 4 150 1456 14 1213 11 160 50 38 403 457 403 151 49 16 49 15 1 4 1 4 1 4 160 4 13 4 4 47
split_gain=0.000791537 0.000932709 0.00106633 0.000977894 0.000746484 0.000726229 0.000768526 0.000594182 0.000598853 0.000554779 0.000440215 0.000491122 0.000534561 0.000540071 0.000747269 0.000626882 0.000507157 0.000769215 0.00088544 0.000765302 0.00063204 0.00046383 0.000432791 0.00042418 0.000358215 0.000344744 0.000388757 0.00046243 0.000337295 0.00033204
threshold=-0.40381499999999992 0.27287000000000006 -0.22665999999999997 -1.0000000180025095e-35 -0.46885499999999997 -0.080769999999999995 0.080455000000000013 -0.22361499999999998 0.096530000000000019 1.0000000180025095e-35 0.085855000000000015 -0.0029299999999999994 -0.088999999999999982 0.099460000000000007 -0.24167999999999998 -0.51370499999999997 -0.047584999999999995 -0.055554999999999993 0.095285000000000022 0.098655000000000007 0.086105000000000015 0.024790000000000003 0.11634000000000001 -0.0029599999999999995 -0.082299999999999984 -0.49405499999999997 0.0076650000000000008 -0.083854999999999985 0.0049200000000000008 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 -2 -4 -3 -5 7 -7 9 10 11 23 -13 14 -14 -16 20 18 -18 21 -17 24 -20 -9 -19 -26 27 -27 -22 -6
right_child=1 4 3 5 29 6 -8 8 -10 -11 -12 12 13 -15 15 16 17 19 22 -21 28 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.0012321409496648624 0.0012322132949670131 -0.00037456748574017336 -0.0011909575433568999 -0.0011459017288826397 0.0011363327595057494 -0.00080889105849929358 -0.0011336094657710349 0.00010892391069478101 0.00083276222330112468 -0.00096985329604544859 -0.00088015257312319109 -0.00083533133694517947 -0.00079718904503622617 -0.00073619662348284548 0.0013610362501892516 -0.00022554703026101295 -0.0014284918443615555 -0.00043222570901587401 0.00035491434707836037 -0.00071933399222104855 0.00052043097642826886 0.0011755251115200249 -0.0007612291041965832 -0.001157591071286309 -6.4568591682371795e-05 0.0011839456593200081 -9.761232702559982e-06 5.4320640286790881e-05 0.0014114611363865793 0.00025733853517266478
leaf_weight=0.0010841723915167014 0.0012320804063108417 0.0013196629194691667 0.0016569210850025931 0.001231459611075846 0.0028023224559448048 0.0017052764598588501 0.0012393700113513253 0.0010043993097952342 0.0019059179980804855 0.001141061598623593 0.0010094039071599772 0.0011025601658648512 0.0013530111650652535 0.0012393696982613269 0.0010736592322828495 0.0012345645309324018 0.0012061920853696393 0.0011142008677396146 0.0022455867289608022 0.0012796858279102699 0.0017388331536967172 0.0015373633616286861 0.0010356061995935306 0.0011655263767567084 0.0019965186117047893 0.0027091686481859221 0.0013886410299228658 0.0010167975012825214 0.0017280873771596816 0.0012759376630908648
leaf_count=65 14 44 284 291 261 203 128 84 205 32 118 305 28 34 16 37 187 44 41 18 111 22 29 40 43 94 70 214 27 32
internal_value=0 3.34098e-06 -7.50158e-05 -0.000118476 0.000559181 -6.82814e-05 -2.94457e-05 1.21094e-05 5.69446e-05 6.51376e-06 4.60499e-05 8.04599e-05 0.000137036 0.000181898 0.000232118 0.000297486 0.000241044 0.000116615 -0.000382044 0.000319259 0.000652053 0.000455397 2.63848e-06 -0.000571356 0.0003208 0.000438788 0.000635276 0.000875677 0.000964565 0.000861328
internal_weight=0 0.0436892 0.0382913 0.0370592 0.00539792 0.0354023 0.0341708 0.0329314 0.0312262 0.0293202 0.0281792 0.0271698 0.0249998 0.0238973 0.0226579 0.0213049 0.0202312 0.0155298 0.00448739 0.0110424 0.00470149 0.00976269 0.00328119 0.00216993 0.00822533 0.00711113 0.00511461 0.00372597 0.00346692 0.00407826
internal_count=3121 3056 2719 2705 337 2421 2130 2002 1799 1594 1562 1444 1320 1015 981 953 937 762 257 505 175 487 70 124 465 421 378 308 138 293
is_linear=0
shrinkage=0.00142833


Tree=1353
num_leaves=31
num_cat=0
split_feature=1348 14 3 1456 122 39 1 480 1213 484 453 52 403 1374 13 43 376 0 47 16 16 1 4 0 157 0 3 3 1 39
split_gain=0.000764853 0.000776281 0.000756344 0.000676615 0.000593415 0.000815366 0.000636988 0.000522612 0.00051625 0.0005529 0.000834928 0.000791587 0.000704744 0.000563471 0.00054613 0.00109427 0.000503943 0.000460657 0.000549436 0.000492992 0.000567461 0.000491272 0.000628487 0.00054476 0.000458732 0.000390902 0.000351774 0.000302152 0.000292761 0.000288428
threshold=0.090205000000000021 0.076175000000000007 0.30112000000000005 -1.0000000180025095e-35 1.0000000180025095e-35 0.0046100000000000004 0.099195000000000019 1.0000000180025095e-35 -0.080769999999999995 0.084040000000000017 1.0000000180025095e-35 -0.43320999999999993 -0.083259999999999987 0.084595000000000017 0.17001000000000002 -0.14968999999999996 0.049360000000000008 -0.23051499999999997 0.11842500000000002 -0.056919999999999991 -0.0024749999999999993 0.10723500000000001 -0.0029599999999999995 -0.083914999999999976 -0.077609999999999985 -0.11756999999999999 0.086245000000000016 -0.081924999999999984 0.11588000000000001 0.10508500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 16 8 -5 10 11 -10 -13 14 15 -14 -7 -17 19 21 -21 22 23 -19 -11 -24 -26 -22 -16 -8
right_child=-2 -3 -4 4 -6 6 29 -9 9 24 -12 12 13 -15 28 17 -18 18 -20 20 27 -23 25 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.0012265653265607012 0.0009840391994123262 -0.0012973736145505007 0.00086834847459257955 -0.0011465063840048275 -0.0013357079548621913 -0.00080676513086790384 0.0015461378661231564 -0.0013227261166707306 -0.0015461444132585669 0.0010390462721227185 -0.0015462137872427157 -0.0013840474525031047 0.0013055575797778784 -0.0011429876976010763 -0.00099446344814049618 0.00053303120215341326 0.0005996242313824117 0.00088984838496103055 0.00085344995166962401 -0.0013655855447944976 0.00025615318136962815 0.00086809482943583265 -0.0012835794129093076 -0.00044499577477775091 0.00054974492439066429 -0.00021709537670571037 -0.00070452374307823824 -0.00059058022748474236 2.2188719707294139e-05 0.00048896699131717198
leaf_weight=0.0016302090066364619 0.0012313252323963289 0.0016330293107804641 0.0014968534222834498 0.0014031478333849092 0.0010878483357714677 0.0013102929687605061 0.0011056027911481303 0.0010810021747322809 0.0010117967888109139 0.0014864720626448502 0.0011612857319835959 0.0010599382571305762 0.0015389518880510869 0.0011663456423665055 0.002006005644435759 0.0027153271928454922 0.0011378942413386994 0.0018149345795597117 0.001181840987101169 0.0016040807359145592 0.0015567495795130171 0.0013250171399867838 0.001292581165557749 0.001223427041570524 0.0010658496867836922 0.0022541765732408958 0.0010721220862421887 0.0028545195532228276 0.0010219906718020866 0.0013955405037477941
leaf_count=270 38 100 124 279 17 60 154 223 194 96 41 329 35 49 55 41 32 105 23 128 77 47 29 189 75 110 15 109 6 71
internal_value=0 -0.000251524 -0.000210919 -0.000250745 -0.000209887 -0.000177527 0.000407529 -0.000265547 -0.000229628 -0.000187327 -0.000264003 -0.000205901 -0.000150813 -9.53214e-05 -4.07451e-05 5.47453e-05 -0.000153089 -5.326e-05 -0.000158637 -0.000244532 -0.000578115 9.14464e-06 -0.000163688 0.00035236 0.000379403 -0.000605765 -7.92293e-05 -0.000291766 -0.000651329 0.000956278
internal_weight=0 0.0436948 0.0420618 0.040565 0.0389347 0.0378469 0.00494933 0.0328976 0.0318166 0.0304134 0.026789 0.0256277 0.0246159 0.0235559 0.0223896 0.0193616 0.00244819 0.0178227 0.0151073 0.0139255 0.00601535 0.00791014 0.00658512 0.00303836 0.00362444 0.00354676 0.00213797 0.00441127 0.003028 0.00250114
internal_count=3121 3083 2983 2859 2589 2572 317 2255 2032 1753 1567 1526 1332 1003 954 893 92 858 817 794 314 480 433 294 186 139 90 186 61 225
is_linear=0
shrinkage=0.00154607


Tree=1354
num_leaves=17
num_cat=0
split_feature=1 15 159 11 48 47 43 42 52 49 15 15 16 0 3 0
split_gain=0.000146073 0.000291759 0.000260587 0.0002342 0.000287493 0.000251333 0.00023694 0.000245228 0.000325326 0.000369931 0.000219077 0.000301143 0.00024918 0.00022914 0.000201229 0.000200707
threshold=0.111945 0.095175000000000023 0.091530000000000014 0.081790000000000015 0.099600000000000008 0.087235000000000021 -0.15582499999999996 0.086325000000000013 0.10160000000000001 -0.069799999999999987 -0.016799999999999995 -0.24436499999999997 -0.061854999999999993 -0.13843999999999998 0.090900000000000009 -0.084269999999999984
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 -8 11 -2 13 -13 15 -11
right_child=10 -3 -4 -5 -6 -7 7 -9 -10 14 -12 12 -14 -15 -16 -17
leaf_value=0.0015822642103934001 0.0019633418336080753 -0.0021436952265985344 -0.0020134086968330521 -0.001818959309452716 0.0021303092756867733 -0.0016216981877776278 -0.0011602055546170793 -0.0014833799395444277 -0.0018651166491888166 -0.00053713471558634505 0.001713969316300601 -0.00089052644553221278 -0.0016653477139884194 0.0018468817368816786 0.0023103972463779025 0.0015669772220292253
leaf_weight=0.0018532811076505959 0.0010760988011980777 0.0012524312022110231 0.0010962361422646736 0.0010343776756047704 0.0012160594834794711 0.0013928951529978981 0.001493439158491653 0.0016327921070690976 0.0010306813435763673 0.0014833909025795287 0.0018175576409804597 0.0010594573977478206 0.0017279330498496392 0.0010220015817099526 0.0017401242622128166 0.0016063167347207747
leaf_count=122 212 353 193 109 145 135 113 540 88 400 75 53 97 60 69 357
internal_value=0 -0.000228482 -7.45195e-05 7.22338e-05 0.000217688 2.75564e-05 0.000239478 -3.74361e-05 0.000283606 0.000633843 0.000491481 3.66763e-05 -0.000507579 0.000453548 0.00118858 0.000556778
internal_weight=0 0.016832 0.0155796 0.0144834 0.013449 0.0122329 0.01084 0.00898674 0.00735395 0.00632327 0.00670305 0.00488549 0.00380939 0.00208146 0.00482983 0.00308971
internal_count=3121 2624 2271 2078 1969 1824 1689 1567 1027 939 497 422 210 113 826 757
is_linear=0
shrinkage=0.00412451


Tree=1355
num_leaves=19
num_cat=0
split_feature=128 124 484 1 42 0 3 52 4 2 3 2 15 49 52 1 123 3
split_gain=0.000140728 0.000151669 0.000193604 0.00018025 0.000373319 0.000283245 0.000251804 0.000219727 0.00024247 0.000266125 0.000551824 0.00040923 0.000201881 0.000342922 0.000161278 0.000106173 8.38174e-05 5.12219e-05
threshold=0.086435000000000012 -0.043384999999999993 -0.0068949999999999992 0.12337000000000002 0.091735000000000025 -0.052984999999999997 -0.15447499999999995 0.11434500000000002 -0.083854999999999985 0.088930000000000023 -0.078934999999999991 0.091545000000000015 -1.0000000180025095e-35 -0.043469999999999995 -1.0000000180025095e-35 0.088485000000000022 0.084880000000000025 -0.12018999999999998
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 6 -5 -4 8 14 10 -10 -11 13 -13 -8 -12 -1 -6
right_child=-2 2 3 5 17 -7 7 -9 9 11 15 12 -14 -15 -16 -17 -18 -19
leaf_value=0.00031258576528085148 -0.0016056140041881052 -0.001743481776235801 0.0020652154054619869 0.0025410949352443267 -0.0011837688172147032 -0.00028874817717575862 -0.0001363334733933918 -0.0019276458042645612 -0.0039700022759517487 0.0023878669164210746 0.0010452540123016439 0.002293109245370501 -0.0020791476769261141 -0.00099582151453463216 0.0020400970418784437 -0.00084376297912802743 0.0021391593438681742 -0.0025930946104543895
leaf_weight=0.0010023867702331204 0.0010682446156295424 0.0012798392437955155 0.0012221302660940748 0.0013760883529818635 0.0010007568861707394 0.0014455844195766501 0.0010730260068445574 0.0011387682121690714 0.0010172004072056106 0.0014675115134976657 0.0010176194937152726 0.0010156762196373847 0.0010281055762897395 0.0016721809501027973 0.0018463277018247988 0.0014214229183640015 0.0010005455021153131 0.0010568450499350837
leaf_count=103 207 468 141 113 45 85 72 212 421 109 39 54 67 186 215 47 144 393
internal_value=0 5.35385e-05 -6.33206e-05 5.10636e-05 -0.000132649 0.00109132 0.000129724 -5.6561e-05 0.000127773 -0.000248094 -0.00120766 0.000391726 -0.000396592 0.000246986 0.00124014 -5.56256e-05 0.00122503 -0.00190764
internal_weight=0 0.022082 0.0200791 0.0187992 0.0159776 0.00282167 0.01392 0.0126978 0.0115591 0.00863972 0.00345624 0.00518347 0.00371596 0.00268786 0.00291935 0.00243904 0.00200293 0.0020576
internal_count=3121 2914 2667 2199 2001 198 1563 1422 1210 923 507 416 307 240 287 86 247 438
is_linear=0
shrinkage=0.0044645


Tree=1356
num_leaves=17
num_cat=0
split_feature=1 159 14 15 16 52 4 47 16 0 0 42 403 43 13 151
split_gain=0.000150884 0.000198086 0.000184362 0.000219695 0.000204747 0.000243195 0.00019154 0.00031178 0.000240483 0.000154763 0.000314823 0.000221997 0.000179962 0.000257566 0.000221225 0.000166006
threshold=0.094385000000000011 0.076905000000000015 -0.10708499999999999 -0.14712999999999996 -0.29154999999999992 -0.24164999999999998 -0.064054999999999987 0.093140000000000014 -0.070454999999999976 -0.084269999999999984 -0.10607499999999999 0.088915000000000008 0.03138500000000001 0.093175000000000022 -0.010094999999999998 -0.0062849999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 -2 -4 -5 -6 -7 8 -8 10 15 12 13 14 -11 -1
right_child=1 -3 3 4 5 6 7 -9 -10 11 -12 -13 -14 -15 -16 -17
leaf_value=0.00065753552531242637 -0.001899770932860311 0.0022131416599590905 0.0026074771716810305 -0.0015977167501087981 -0.0011341639419878988 -0.00088256934607474648 0.0010615118342676845 -0.00031918794004249894 0.004344404246117122 0.0003474370558449146 -0.0034038250209401859 -0.0018518078665469763 0.0024190034889822109 0.0023123178377859057 -0.0025326726235254783 -0.0015232619825707393
leaf_weight=0.001917091609970889 0.001044248266990345 0.0013783349743391468 0.0010284415716103066 0.0015301255762226766 0.0017692188928579737 0.001012115895036028 0.0011308326965444619 0.0013609389236677316 0.0012198982866493575 0.0019619874747529575 0.0012083582417353328 0.0012570867713470879 0.0010744406012546115 0.0010037187024636296 0.0010916629273408085 0.0017614789938200648
leaf_count=67 64 206 125 104 148 85 49 67 95 201 796 411 104 74 339 186
internal_value=0 0.000389522 0.000140551 0.000375936 8.98869e-05 0.000487583 0.00109498 0.00163423 0.00276515 -0.000445797 -0.00113275 7.96619e-05 0.000552794 5.85993e-05 -0.000682186 -0.000386737
internal_weight=0 0.0114742 0.0100958 0.00905157 0.00802313 0.006493 0.00472379 0.00371167 0.00235073 0.0112758 0.00488693 0.0063889 0.00513181 0.00405737 0.00305365 0.00367857
internal_count=3121 943 737 673 548 444 296 211 144 2178 1049 1129 718 614 540 253
is_linear=0
shrinkage=0.00512831


Tree=1357
num_leaves=17
num_cat=0
split_feature=14 148 484 12 12 52 52 376 51 160 4 15 12 3 0 2
split_gain=0.000130125 0.000137999 0.000178149 0.000174247 0.000179817 0.000253017 0.000263074 0.000271194 0.000181417 0.000229048 0.000200381 0.000160461 0.000210705 0.000163039 0.000182312 0.000218149
threshold=0.062655000000000016 -0.043434999999999994 -0.0068949999999999992 0.11650500000000001 0.10097500000000002 -0.38533999999999996 -0.090859999999999982 0.048375000000000008 0.012085000000000002 0.086870000000000017 -0.0086549999999999978 0.090455000000000021 0.092355000000000007 -0.13309499999999996 -0.10096999999999999 0.11215000000000001
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 8 11 10 -10 12 13 -8 15 -15
right_child=-2 2 3 -5 -6 6 7 -9 9 -11 -12 -13 -14 14 -16 -17
leaf_value=0.0013674106470543494 -0.0013950110427499995 -0.0015131700078329345 -0.0017368778683280726 -0.0013637932649410824 0.0013094312660957008 0.0016529370313958459 0.00092859025968895076 0.0019392155656463017 0.00020907093944168425 -0.00086598492463545358 0.00265005220822182 0.00070351238813103816 -0.0022751958041878706 0.00065045995165742185 -0.0017305405680291095 -0.0015002391445551881
leaf_weight=0.0011794958595791041 0.0010274174364801594 0.0011937256247434294 0.0011823820495140769 0.0012520234938189203 0.0019281495849373101 0.0016653921900467951 0.0011293816918858087 0.0010223259594785436 0.0011037921425061104 0.0010792683808205084 0.0010141321740156925 0.001488313254021878 0.001158766563628566 0.0019651109558060905 0.0018412225393312654 0.0011900850405299757
leaf_count=148 104 463 221 104 226 154 48 108 120 29 78 287 112 130 725 64
internal_value=0 4.93127e-05 -2.75986e-05 6.56366e-05 0.00016636 2.72189e-05 0.000169521 -2.06262e-05 -0.00018801 0.000620433 0.00137789 -0.000482639 -0.000724983 -0.000431742 -0.000739229 -0.000160746
internal_weight=0 0.0213936 0.0202141 0.0190203 0.0177683 0.0158402 0.0146578 0.0129924 0.0119701 0.00319719 0.00211792 0.00877288 0.00728457 0.0061258 0.00499642 0.0031552
internal_count=3121 3017 2869 2406 2302 2076 1855 1701 1593 227 198 1366 1079 967 919 194
is_linear=0
shrinkage=0.00396435


Tree=1358
num_leaves=16
num_cat=0
split_feature=1 0 50 43 1 52 2 3 2 133 48 2 48 14 12
split_gain=0.000139257 0.000187018 0.000138588 0.000163681 0.000306098 0.000266029 0.000182927 0.00031226 0.000171189 0.000159239 0.000138534 0.000202888 0.000248187 0.000593287 0.00023507
threshold=0.104035 -0.019414999999999998 0.088425000000000017 -0.080084999999999976 1.0000000180025095e-35 -0.087769999999999987 0.10444500000000002 0.090900000000000009 0.090425000000000019 0.084415000000000018 0.12879500000000002 1.0000000180025095e-35 -1.0000000180025095e-35 -0.22253999999999999 0.10345000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 3 4 9 -5 7 8 -7 -1 11 14 -13 -14 -2
right_child=1 -3 -4 5 -6 6 -8 -9 -10 -11 -12 12 13 -15 -16
leaf_value=0.00053354116462638469 -0.0014484188438678952 0.0019999659658090389 -0.0015996496865385045 -0.0023205322358307136 0.0020794138521385667 -0.0014447825712628926 -0.0015291799805115963 0.0017930301656110439 0.00055294192663255535 -0.0015641280316269662 -0.0010342162494297803 -0.00066462895744303686 -0.00053388941720771202 0.0036304302752785114 0.0010678445068780676
leaf_weight=0.0016207228265222038 0.0016913847423075667 0.0011609957119834988 0.0013550537294772522 0.0012721845978710547 0.0015021172656679571 0.0017416651101459495 0.0014001028517606762 0.0015825837184593183 0.0014453274951873318 0.0011316844111061153 0.0014675430214055041 0.001040937689671396 0.0011145279112643189 0.0014490069189869708 0.0011474223578868958
leaf_count=164 137 155 465 247 170 615 122 49 260 338 61 57 68 170 43
internal_value=0 0.000391683 -0.000300514 -0.000150006 0.000521362 -0.000533829 -0.000165411 0.000234921 -0.000538798 -0.00032894 0.000155651 0.000426659 0.00110242 0.00181994 -0.000431366
internal_weight=0 0.00907182 0.0130514 0.0116964 0.00425452 0.00744186 0.00616968 0.00476958 0.00318699 0.00275241 0.00791082 0.00644328 0.00360447 0.00256353 0.00283881
internal_count=3121 691 2430 1965 672 1293 1046 924 875 502 536 475 295 238 180
is_linear=0
shrinkage=0.00429114


Tree=1359
num_leaves=19
num_cat=0
split_feature=124 12 12 11 403 132 133 13 43 4 0 47 52 3 0 3 13 457
split_gain=0.000128554 0.000200344 0.000135592 0.000179189 0.000206373 0.000274178 0.000359861 0.00033726 0.000177769 0.000249944 0.000214352 0.00030212 0.000238625 0.000222787 0.000193985 0.000116364 9.78663e-05 4.09393e-05
threshold=0.10281000000000001 0.11650500000000001 0.10589000000000003 0.081005000000000008 -1.0000000180025095e-35 0.081465000000000024 -0.038089999999999992 -0.084034999999999985 -0.45785999999999999 -0.27825499999999997 -0.061629999999999997 0.092710000000000015 -0.0064899999999999992 0.090900000000000009 -0.17169499999999996 -0.077774999999999983 -0.42195999999999995 0.097135000000000013
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 15 -9 -10 11 12 13 -11 -14 -8 -17 -15
right_child=-2 -3 -4 -5 5 -7 7 8 9 10 -12 -13 14 17 -16 16 -18 -19
leaf_value=-0.0016836287072813101 0.001511956241357801 -0.0018501361431925948 0.0013603185163881008 -0.0018656622368337335 -0.0024693549848002084 0.0021630204273041776 0.00021057842233234453 0.0014768232711168782 -0.0021846602796172366 -0.0021570770436958472 0.0017219081549209173 -0.0025571177776206092 0.0024194953031852536 -0.00045734690712251493 -0.00017541105121853478 0.00090931576720326983 0.0026520723751419359 0.00078574545700740546
leaf_weight=0.0012587002948872264 0.001007705557949822 0.0011677123449290163 0.0013393105343656999 0.0010193954051047607 0.0010555614212240669 0.0012069157783114451 0.0012375905610195748 0.0010408408519619874 0.001330810419837289 0.0013077911149484119 0.0010359018870363234 0.0010629336491875807 0.0010907916806981418 0.0010231039077659432 0.0011171742018268897 0.0011399072423141643 0.0013465134011584291 0.0010072224727082357
leaf_count=686 39 142 166 131 312 175 311 52 109 234 112 114 59 27 245 63 127 17
internal_value=0 -8.88098e-05 1.60156e-05 -8.24705e-05 2.28362e-05 0.000157056 -6.56976e-06 0.000182623 -0.000235495 -0.000434058 -0.000129317 -0.000419479 -9.79042e-06 -0.000748176 0.00110654 0.00130725 0.0018531 0.000159337
internal_weight=0 0.0207882 0.0196205 0.0182812 0.0172618 0.0160031 0.0147961 0.0137406 0.0100166 0.00897573 0.00764492 0.00660902 0.00554608 0.00333812 0.00220797 0.00372401 0.00248642 0.00203033
internal_count=3121 3082 2940 2774 2643 1957 1782 1470 969 917 808 696 582 278 304 501 190 44
is_linear=0
shrinkage=0.00437696


Tree=1360
num_leaves=17
num_cat=0
split_feature=128 1447 453 4 49 15 47 43 52 3 151 133 0 52 52 1
split_gain=0.000127132 0.000127193 0.000193711 0.000302493 0.00013318 0.000172902 0.000140034 0.000168131 0.000195744 0.000153869 0.000231767 0.000251541 0.000171022 0.000139824 0.000107265 7.06644e-05
threshold=0.086435000000000012 -1.0000000180025095e-35 1.0000000180025095e-35 0.27287000000000006 0.11136000000000001 -0.10203999999999998 0.086010000000000017 -0.17390999999999998 0.084960000000000022 -0.12711499999999995 -0.0083949999999999979 0.083950000000000011 -0.11013499999999998 -1.0000000180025095e-35 -0.080114999999999978 0.111945
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 -7 9 -9 -11 12 14 -8 -12 -5
right_child=-2 2 -4 15 -6 6 13 8 -10 10 11 -13 -14 -15 -16 -17
leaf_value=-0.0014476571823749053 -0.0015603122932749337 -0.0015215122738423171 -0.0017645917153741046 0.0010022199244915072 0.0015445817709946299 0.0012075448470891274 -4.847772309834755e-06 -0.0015726382131063419 -0.0016157543556451915 -0.0012957056203918231 7.0476320478511832e-05 0.0024532238266484511 -0.00092516824191305532 0.0023059276015227168 0.0019741741741780266 0.0026093125785834758
leaf_weight=0.0010543379182649795 0.0010097882238416225 0.0014760541961332209 0.0010043585179757555 0.0010853977114040339 0.001091750902805679 0.0016638292037560723 0.0010433397962024138 0.0010974668170522497 0.0018966264623123666 0.0015445144672596766 0.0013272855212242973 0.0012151195371983836 0.0017343655727477614 0.001044382588300862 0.0010619359183241519 0.0010960018557571727
leaf_count=288 207 188 78 79 162 122 76 126 586 245 43 219 384 47 36 235
internal_value=0 6.24645e-05 0.00014461 0.000248948 3.87461e-05 -7.00925e-05 8.71014e-05 -0.000105373 -0.000326533 -2.01468e-05 0.000227384 0.000668021 0.000141966 0.00115112 0.000916612 0.00180967
internal_weight=0 0.0204368 0.0193824 0.0183781 0.0161967 0.0151049 0.0136289 0.0115411 0.00987731 0.00798069 0.00688322 0.00533871 0.00412359 0.00208772 0.00238922 0.0021814
internal_count=3121 2914 2626 2548 2234 2072 1884 1761 1639 1053 927 682 463 123 79 314
is_linear=0
shrinkage=0.0044645


Tree=1361
num_leaves=15
num_cat=0
split_feature=147 11 0 1 13 15 2 3 2 15 2 4 0 47
split_gain=0.000122533 0.000166989 0.000137793 0.000217087 0.000251578 0.000299192 0.000207153 0.000323834 0.000167897 0.000166483 0.000189436 0.000349352 0.000137984 1.8643e-05
threshold=0.089025000000000007 0.081790000000000015 -0.062294999999999996 0.085110000000000005 -0.094514999999999988 -0.074054999999999996 0.089885000000000007 0.097915000000000016 0.090050000000000005 -0.028889999999999996 0.10672500000000001 -0.42529999999999996 -0.10324499999999999 0.092165000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 -5 6 13 -8 -1 -4 11 -11 -7 -6
right_child=-2 -3 9 4 5 12 7 -9 -10 10 -12 -13 -14 -15
leaf_value=-0.00029142040626380875 0.0011606305575664201 -0.0013317555995180194 0.0015892241663102249 0.0014965182465625729 -0.00096815643265870028 -0.00038601299763832197 0.0025020424288816324 -0.00020331091169857401 -0.0021443116413506543 -0.0021328127572351661 0.0013323237775795932 0.00059107958693691899 -0.0022460089015251825 -0.00022209469012927211
leaf_weight=0.0016926006401194434 0.0013158518371857433 0.0015643145849724141 0.0016244875259140146 0.0016232383328982358 0.0010551392064520604 0.0012220916489340539 0.0012959038843139425 0.001500574710398439 0.0014078524722859753 0.0011799720288560023 0.0013873663896406541 0.0019845710567567591 0.0012868907630328441 0.0010504413164236226
leaf_count=889 124 172 228 130 97 47 110 50 607 93 84 64 354 72
internal_value=0 -8.85193e-05 1.769e-05 -0.000227657 8.29707e-05 -0.000226638 0.00034322 0.00105037 -0.00113278 0.000499721 0.000110899 -0.000424586 -0.00134003 -0.000595958
internal_weight=0 0.0198754 0.0183111 0.0121347 0.00903428 0.00741104 0.00490206 0.00279648 0.00310045 0.0061764 0.00455191 0.00316454 0.00250898 0.00210558
internal_count=3121 2997 2825 2356 860 730 329 160 1496 469 241 157 401 169
is_linear=0
shrinkage=0.00396435


Tree=1362
num_leaves=16
num_cat=0
split_feature=52 376 457 160 52 160 133 13 2 0 12 1 15 12 12
split_gain=0.000112254 0.000247141 0.000205182 0.000202507 0.000224573 0.000254721 0.000246865 0.000169794 0.00045775 0.000152009 0.000136375 0.00010976 0.000140109 8.01562e-05 7.65245e-05
threshold=-0.24456499999999998 0.088470000000000007 0.087995000000000004 0.086075000000000013 -0.046924999999999988 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0030199999999999997 0.10855000000000002 -0.074479999999999977 0.051320000000000005 0.095285000000000022 -0.10091499999999999 0.051320000000000005 0.091475000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 3 4 9 10 -7 8 14 -2 -6 -9 -13 -1 -8
right_child=1 -3 -4 -5 5 6 7 11 -10 -11 -12 12 -14 -15 -16
leaf_value=-0.00016233750655076593 0.00026168158311629976 0.0023803205675472189 0.0014539541306943166 -0.0019715148801469039 -0.00074227658550955376 -0.0017065166310071631 0.0032889542639340779 -0.0011142681923918783 -0.0013770772076087438 0.0024344041131750026 -0.0030377506252612231 0.001546491330043183 -0.00085011915937611439 -0.0019167048356928411 0.0015463351883813511
leaf_weight=0.0012412977931379734 0.0018534340929474424 0.0010183938115761451 0.0018908833674783345 0.001323401271156154 0.0013629051107528775 0.0015318656702750805 0.0010856698186074692 0.0018614426293402965 0.0010713907260250233 0.0011848341612056253 0.001012557795597252 0.0011945765518937002 0.0010108941387128034 0.0011049435621120832 0.0011809055060325591
leaf_count=60 217 61 141 247 125 586 157 167 90 141 579 45 36 304 165
internal_value=0 0.000111241 -2.03189e-05 -0.000198174 -3.46364e-05 -0.000341792 2.47436e-05 0.000382894 0.00117479 0.00110898 -0.00172074 -0.000267064 0.000447987 -0.000988543 0.00238103
internal_weight=0 0.0185832 0.0175648 0.0156739 0.0143505 0.0113122 0.00893675 0.00740488 0.00333797 0.00303827 0.00237546 0.00406691 0.00220547 0.00234624 0.00226658
internal_count=3121 2757 2696 2555 2308 1950 1246 660 412 358 704 248 81 364 322
is_linear=0
shrinkage=0.00473777


Tree=1363
num_leaves=30
num_cat=0
split_feature=31 1348 14 1456 3 484 160 453 4 403 156 48 130 3 3 51 52 0 133 0 43 4 3 11 13 52 0 475 4
split_gain=0.00107498 0.000546922 0.00089467 0.000687827 0.000542718 0.000513133 0.000609297 0.000530602 0.000673947 0.00060483 0.000549925 0.000522823 0.00058094 0.000591508 0.000525929 0.000517912 0.000572309 0.000690645 0.000634858 0.000749627 0.000463125 0.000582835 0.000471429 0.000406944 0.000348973 0.000300923 0.000200222 0.00013976 0.000135763
threshold=-1.0000000180025095e-35 0.090205000000000021 0.078320000000000015 -1.0000000180025095e-35 0.30112000000000005 0.085130000000000011 -0.081969999999999987 1.0000000180025095e-35 0.27044500000000005 -1.0000000180025095e-35 0.080810000000000007 0.093265000000000015 -1.0000000180025095e-35 -0.074084999999999998 -0.077774999999999983 0.08955500000000001 -0.087284999999999988 -0.14116499999999996 0.091250000000000012 -0.074479999999999977 -0.15879999999999997 -0.055319999999999994 -0.10831999999999999 0.088710000000000011 0.25761500000000009 -1.0000000180025095e-35 -0.083674999999999986 -0.069854999999999987 0.42051500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 7 27 8 9 -5 11 12 -11 14 20 16 24 -18 19 -19 22 26 -14 28 -15 -13 -22 -7 -10
right_child=1 -3 -4 4 -6 6 -8 -9 23 10 -12 25 13 15 -16 -17 17 18 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.0014006562466545832 -0.0010828628171535375 0.00092732647576661818 -0.0012541432403571963 -0.00094389660014210491 0.00085794470465021949 0.0013192154986358783 -0.00020381310679440091 -0.001074518154964312 0.0011266148313717949 -0.0010317779103933291 -0.0010703096485506782 3.0819104851316605e-05 -0.00010262708374766748 -0.0013880433827993853 0.0010646288744465392 -0.0010896247045619281 0.00076163222877266503 -0.0013090947274149542 0.00046984235702607059 4.9320308026720133e-05 0.00065347036991504311 -0.00096458572227556337 0.001206343908295104 -0.00015094143783360138 -0.00023948560197992002 0.00081885874491009931 -0.00014505079338277642 0.00059600937719743485 0.00046936499933192423
leaf_weight=0.0010159301597606465 0.0012145665446233736 0.0010730663820304178 0.0012443511958837297 0.0017622216315731345 0.0013550354761053809 0.0010064160678489031 0.001602874861482916 0.0010698753147695408 0.001301637003032984 0.0013384742547315467 0.0010786934123988836 0.0018911271334867141 0.0010327623144661402 0.0010304929828173224 0.0012268454966029019 0.0013855917981584484 0.0018415979365098431 0.0015455145150484748 0.0016095252113699221 0.0016438728711190087 0.0010079233892481441 0.0013666712857041182 0.0011296709309860323 0.0013058374956642638 0.0010445158659422304 0.0019097427031358185 0.0015824334937000195 0.0010930648997211634 0.0011704204021777409
leaf_count=86 271 38 87 658 116 60 66 51 77 103 210 105 31 46 79 52 39 97 40 54 78 226 10 31 9 71 152 92 86
internal_value=0 -5.84913e-05 -8.64828e-05 -4.67268e-05 -1.11096e-05 -4.57675e-05 0.000446329 -0.000105946 -7.04643e-05 -0.000152458 -9.35239e-05 -4.68748e-05 -0.000142705 -7.45001e-05 0.000227837 -0.000294383 -0.000167956 3.26323e-05 -0.000247124 -0.000608941 6.00748e-05 -0.000224703 0.000581189 0.000481404 -0.000809884 0.000426769 0.000165659 0.000942689 0.000815433
internal_weight=0 0.0388648 0.0377918 0.0365474 0.0353328 0.0339778 0.00370236 0.0302754 0.0292056 0.0254277 0.0236655 0.0225868 0.0187859 0.0174474 0.00734631 0.0101011 0.00871552 0.00664051 0.00479891 0.00318939 0.00611946 0.00395703 0.00216243 0.00377789 0.00207501 0.00380087 0.00259036 0.00209948 0.00247206
internal_count=3121 3035 2997 2910 2639 2523 218 2305 2254 2060 1402 1192 1016 913 576 337 285 230 191 151 497 456 41 194 55 176 230 152 163
is_linear=0
shrinkage=0.00140032


Tree=1364
num_leaves=31
num_cat=0
split_feature=1456 1213 151 4 11 14 403 47 1374 48 15 1 51 40 15 42 15 4 13 43 43 0 2 457 160 2 0 15 42 16
split_gain=0.00052875 0.000552024 0.000507205 0.000565941 0.000810119 0.000632278 0.000498935 0.000467596 0.000434732 0.000405735 0.000732637 0.000724675 0.000585033 0.000559672 0.000500968 0.000368436 0.000428943 0.000320335 0.000316864 0.000379358 0.000323295 0.000353112 0.000288543 0.000279021 0.000557455 0.000273617 0.000253945 0.000580341 0.000159359 7.20098e-05
threshold=-1.0000000180025095e-35 -0.080769999999999995 -0.24462999999999999 0.27287000000000006 0.080455000000000013 -0.46885499999999997 -0.088999999999999982 0.096475000000000019 -0.094929999999999987 0.016865000000000002 -0.016799999999999995 0.094825000000000007 -0.030229999999999996 -1.0000000180025095e-35 -0.14712999999999996 0.090395000000000017 -0.099734999999999976 -0.033174999999999989 -0.095304999999999987 0.055925000000000009 -0.084004999999999982 -0.0058249999999999994 0.10559 0.088350000000000026 0.086075000000000013 0.087015000000000023 -0.026509999999999995 -0.074054999999999996 0.081660000000000024 -0.27167499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 6 -5 -4 29 22 10 11 -10 17 -13 -11 16 -15 -12 19 -14 25 -22 -8 24 26 -20 27 -16 -27 -7
right_child=1 2 3 5 -6 7 8 -9 9 14 12 13 18 15 23 -17 -18 -19 20 -21 21 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=-0.00087916270851303867 -0.00097872328828424037 -0.00098176419239531755 -0.00094487102564550787 -0.00038013974888098136 -0.001205484271054936 0.0014406100966996235 -0.0011225980028946175 4.4788766460584778e-05 -0.0013800028195238129 -0.00054455301554488659 0.00023489875709389795 -0.0010835124946796807 -7.3747543647847819e-05 0.0011651549182379996 0.00093033258561720715 -0.00053968312170430777 -0.00010546716294573095 0.0013133230725213092 0.00066381481169879518 0.00091278992787125943 -0.00094332976990800553 9.9305564107816461e-05 -2.9239637167036135e-05 0.0011081917634677063 -0.00042657213976096269 0.00024007870044897279 0.0013143306509262242 -0.00044905232598911994 -0.00059531625534742065 0.00092785986194209426
leaf_weight=0.0014974408986407886 0.001180525781759755 0.0010151819163510814 0.0010564700399362517 0.0011784138753159201 0.0011652939946631405 0.0014539841036032009 0.0010165149071781334 0.0010497871626977684 0.0013148785189947476 0.0010242468338470534 0.0010329554474441949 0.0010393810812274751 0.001685196585114567 0.0011099933207887602 0.0019813706305034096 0.001126878490346428 0.0012445259796791674 0.0014793478160165527 0.0014723646426828552 0.0017593998366063346 0.0016613069118489527 0.0012623430356892978 0.0011206181043803554 0.0016229266500999984 0.0013369869080226415 0.0010057493640327486 0.0010372719681868148 0.0010204309167853864 0.0010112789911979059 0.0010356401078110969
leaf_count=288 295 77 341 44 128 205 33 30 314 77 77 15 31 10 137 45 31 74 66 22 401 34 8 30 80 35 39 49 54 51
internal_value=0 2.13296e-05 5.38341e-05 8.36119e-05 9.72139e-06 0.000562677 5.78504e-05 0.000876578 9.5196e-05 0.000147709 2.50126e-05 -0.000409006 0.000229766 -0.000126589 0.00042612 0.000159103 0.000493543 0.000869919 6.6617e-05 0.000430147 -0.000128644 -0.000493152 -0.000549289 0.00056817 0.000405149 0.000176766 0.000680459 0.000461425 -0.000178764 0.00122731
internal_weight=0 0.0375013 0.0363207 0.0353056 0.0305877 0.00471783 0.0294224 0.00353941 0.028366 0.0262288 0.0182056 0.00583566 0.0123699 0.00452078 0.00802323 0.0034814 0.00235452 0.0025123 0.00985764 0.0034446 0.00641304 0.00292365 0.00213713 0.00699899 0.00537606 0.00348939 0.00403907 0.0030018 0.00201703 0.00248962
internal_count=3121 2833 2538 2461 2131 330 2003 286 1662 1621 1209 415 794 101 412 86 41 151 643 53 590 435 41 335 305 155 225 186 89 256
is_linear=0
shrinkage=0.00148603


Tree=1365
num_leaves=17
num_cat=0
split_feature=1374 457 484 4 11 0 160 52 484 133 133 3 13 39 2 0
split_gain=0.000123481 0.000306117 0.000171607 0.000137177 0.000266512 0.000204633 0.000179658 0.000262451 0.000178865 0.000225161 0.000266541 0.00024492 0.000266538 0.000195048 0.000133044 0.000115601
threshold=-0.094929999999999987 0.088350000000000026 -0.0068949999999999992 0.27044500000000005 1.0000000180025095e-35 -0.15202999999999997 -0.091944999999999985 0.10744000000000002 0.073690000000000019 -1.0000000180025095e-35 0.099660000000000012 0.10893000000000001 -0.084034999999999985 0.0046100000000000004 0.087015000000000023 -0.10011499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -5 -4 8 9 -8 11 12 -11 14 15 -14
right_child=1 -3 3 5 -6 -7 7 -9 -10 10 -12 -13 13 -15 -16 -17
leaf_value=-0.0015994350463575671 -0.001998304696013239 0.0023432023498218299 -0.0016646784189024554 -0.00026932122915972309 -0.0026045195972988502 0.0025248580206891184 -0.0021064538872120377 0.0022521027256132541 0.0015272997479331839 0.002706014743447443 -0.0021707502985386334 -0.0017177349655142268 0.0012894371675674452 0.0020576581991556212 -0.0016520339846830302 -0.00088957026334192282
leaf_weight=0.0011281431756291474 0.0010758811618304101 0.0013501433327577353 0.001377681206583937 0.0013120155776256137 0.0010028177819321202 0.0012374347396610355 0.0014077553023368354 0.0013639609532720151 0.0015349458598930008 0.0013465181832690307 0.0011577177764076074 0.0011407727422998448 0.0013640078741445913 0.001080644068666814 0.0012226940549980858 0.0010445638822593716
leaf_count=55 481 119 326 77 151 232 598 126 154 79 266 59 18 98 135 147
internal_value=0 7.66491e-05 -8.72646e-05 2.95995e-05 -0.000149576 0.0010869 2.57544e-05 0.000209658 -3.68826e-05 -0.000282762 2.44456e-05 0.000377459 0.000771974 0.000219285 -0.000327804 0.000344432
internal_weight=0 0.0200196 0.0186694 0.0175935 0.0150441 0.00254945 0.0140413 0.0126636 0.0112996 0.00976467 0.00835692 0.0071992 0.00605843 0.00471191 0.00363127 0.00240857
internal_count=3121 3066 2947 2466 2157 309 2006 1680 1554 1400 802 536 477 398 300 165
is_linear=0
shrinkage=0.00492917


Tree=1366
num_leaves=17
num_cat=0
split_feature=1 403 4 0 133 15 47 1374 457 3 1 0 15 2 2 0
split_gain=0.000123377 0.000271532 0.000238671 0.00023177 0.00026018 0.000225091 0.000196174 0.000315372 0.000262148 0.000232716 0.000188359 0.000156979 0.000148428 0.00014465 0.000109488 4.38411e-05
threshold=1.0000000180025095e-35 0.03138500000000001 -0.010655 -0.059114999999999994 0.083950000000000011 0.024640000000000006 0.087235000000000021 -0.094929999999999987 0.045365000000000009 0.10893000000000001 0.10781 -0.15202999999999997 -0.008624999999999999 0.096540000000000015 1.0000000180025095e-35 0.18019500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 4 -1 12 7 -4 11 10 -8 -9 -2 -5 -13 -15
right_child=1 -3 6 13 -6 -7 9 8 -10 -11 -12 14 -14 15 -16 -17
leaf_value=-0.0034198674358354064 -0.0012416804681707621 0.0022728287620925932 -0.00133146623825706 -0.0012308788585582123 -0.00033469453623075101 -0.0026577333187057079 -0.0013036018474068237 -0.00019963800665603347 0.0033960568871291238 -0.0021453964431547129 0.00112091531589316 0.00059725660478389397 0.0011203078307419003 0.00024921295195346989 0.0025354680488873364 0.001479766188295458
leaf_weight=0.0010157810262315442 0.0012269601256680307 0.0012139022496571181 0.0011124915387767942 0.0010797901318149172 0.0012825481349646173 0.001153262141721012 0.0010225304001219016 0.0017661521734240199 0.0010309578689169374 0.0011514890588770754 0.0018976384787959821 0.001184549839669367 0.0010024625873292789 0.0014234674386250923 0.0012339855988616755 0.0010383133544920042
leaf_count=783 177 111 29 33 657 335 82 87 80 44 79 139 168 118 178 21
internal_value=0 0.000208103 2.62505e-05 -0.000572096 -0.00169823 -0.00102448 0.000368016 0.000869698 0.0013392 -0.000411695 0.000271943 0.000832468 -0.00017961 0.00015872 0.00158617 0.000768227
internal_weight=0 0.0149964 0.0137825 0.0058399 0.00229833 0.00338268 0.0103998 0.00632814 0.00521565 0.00407166 0.00292017 0.00418469 0.00222942 0.00354157 0.00241854 0.00246178
internal_count=3121 1509 1398 1612 1440 680 718 513 484 205 161 404 345 172 317 139
is_linear=0
shrinkage=0.00455379


Tree=1367
num_leaves=30
num_cat=0
split_feature=1213 151 150 1456 4 14 11 4 4 2 0 402 160 16 43 2 16 15 4 3 2 13 12 3 40 15 47 15 14
split_gain=0.000556825 0.00057963 0.000673157 0.000986523 0.000526909 0.000805355 0.000766593 0.000475472 0.000641806 0.000635019 0.000857107 0.000462908 0.000532962 0.000526221 0.000572949 0.00053202 0.000579426 0.000553654 0.000487871 0.000843996 0.000404903 0.00061715 0.000342353 0.000426887 0.000559071 0.000480711 0.000294601 0.000190586 0.000104677
threshold=-0.080769999999999995 -0.27559499999999998 -0.22665999999999997 -1.0000000180025095e-35 0.27287000000000006 -0.46885499999999997 0.080455000000000013 -0.0024449999999999997 0.0061450000000000003 0.11411 -0.22491999999999998 0.085065000000000016 -0.090969999999999981 0.071345000000000006 -0.45785999999999999 0.11448000000000001 -0.0007049999999999999 -0.031204999999999997 -0.080924999999999983 -0.08824499999999999 0.098260000000000014 -0.084034999999999985 0.10345000000000001 -0.075944999999999985 -1.0000000180025095e-35 -0.036009999999999993 0.096475000000000019 -0.053579999999999996 -0.40349999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 6 -6 7 11 -9 10 -10 12 -5 15 -15 16 17 -14 19 -19 -16 -22 23 -12 -25 -26 28 -11 -7
right_child=1 2 3 4 5 26 -8 8 9 27 22 -13 13 14 20 -17 -18 18 -20 -21 21 -23 -24 24 25 -27 -28 -29 -30
leaf_value=-0.0008825380882122875 -0.00096185667194660868 0.00098865590114802747 -0.0011120219108858218 -0.0008167513597080626 -0.0004602719128628284 0.00072327265742727382 -0.001084139184219918 -0.00092198263053315803 0.0009095030558736052 -0.00025902446813082166 -0.00093049864897209165 0.00086325966755154075 0.00080642578146537585 0.00068540993052810888 -0.00086409236321897064 0.0013213086848740372 0.00093285750453039819 -0.00081319645475918297 -0.00092427219178799463 0.00079346162578971689 0.00056794031428021076 -0.00068207006499758946 0.00046422286237086637 -0.0008511173476517651 -0.00026027191392371759 0.00065886398175732971 0.00019651008729695913 -0.0010381674697021186 0.0012891178129584308
leaf_weight=0.0012953570143450213 0.0010729057226832586 0.0013120516230742387 0.0013728672371842157 0.0010439636250280113 0.0012411588625969028 0.0010053127192524158 0.0011643424932907811 0.0017197077255732907 0.0019193552659544375 0.0010414167013532705 0.0012579884275165125 0.0016440141559255208 0.0012570442321881928 0.0012445111644581175 0.0017047555244813495 0.0010127731880196222 0.0017778005997268736 0.0010207683426832759 0.0012187944687920334 0.0014111141588846136 0.0014817100308306408 0.0013836905617843342 0.0016272966840034098 0.0012425190799802976 0.0021590162926448109 0.0019726218389450852 0.0010230125105850085 0.0012530458224864214 0.0014414646779781206
leaf_count=325 74 20 256 178 44 46 128 163 20 62 122 167 128 11 141 66 89 124 292 142 16 75 51 57 39 19 29 33 204
internal_value=0 1.40795e-05 4.09595e-05 7.92659e-06 5.03191e-05 0.000470201 -1.23601e-05 2.86981e-05 -0.00015116 -4.48851e-05 9.93005e-05 0.000186264 0.000109806 0.000181389 -0.000124223 0.000412223 0.000274508 3.60238e-05 -0.00022925 0.000119076 -0.000344697 -3.56847e-05 -8.89769e-05 -0.000224713 -5.95017e-05 0.000178563 0.000803036 -0.000684528 0.00105663
internal_weight=0 0.040027 0.0389541 0.0376421 0.0362692 0.00471095 0.0315583 0.0303939 0.014193 0.0124733 0.0101788 0.0162009 0.0145569 0.013513 0.00581467 0.00769829 0.00668552 0.00490772 0.00365068 0.00243188 0.00457016 0.0028654 0.00825944 0.00663215 0.00537416 0.00413164 0.00346979 0.00229446 0.00244678
internal_count=3121 2796 2722 2702 2446 323 2123 1995 566 403 308 1429 1262 1084 243 841 775 686 558 266 232 91 288 237 115 58 279 95 250
is_linear=0
shrinkage=0.00134594


Tree=1368
num_leaves=31
num_cat=0
split_feature=1456 1213 151 151 403 52 16 1374 42 12 43 43 42 49 1 42 151 1374 150 16 16 0 3 47 50 132 2 12 1 16
split_gain=0.000562996 0.000505753 0.00049626 0.000542054 0.000473539 0.000567308 0.000442978 0.000411337 0.000413556 0.000852442 0.000730944 0.000817798 0.000487011 0.000519631 0.000403041 0.000507387 0.000448967 0.000378969 0.000755283 0.000300417 0.000577498 0.000452238 0.000374054 0.000355936 0.000347772 0.000209082 0.000235825 0.000275345 0.000155786 9.88002e-05
threshold=-1.0000000180025095e-35 -0.080769999999999995 -0.27559499999999998 -0.14122499999999996 -0.088999999999999982 -0.43320999999999993 -0.53943499999999989 0.086000000000000007 -0.11466499999999999 1.0000000180025095e-35 -0.052894999999999991 -0.0037449999999999996 0.091545000000000015 -0.090734999999999982 0.12337000000000002 0.093775000000000011 -0.029339999999999995 -0.094929999999999987 0.081835000000000019 -0.056919999999999991 -0.004174999999999999 -0.10474999999999998 0.12745000000000004 0.090100000000000013 0.10114000000000002 0.082150000000000015 0.090050000000000005 0.088485000000000022 0.080000000000000016 0.0073350000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -8 14 -12 13 -13 15 16 -10 -15 19 21 -21 23 28 -19 -23 26 27 -18 -22 -29
right_child=1 2 3 4 5 6 7 -9 10 -11 11 12 -14 17 -16 -17 25 18 -20 20 22 24 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.00087276114025582855 -0.0009051294425558874 -0.00093632069317505211 0.0011062838361785977 -0.00088903764608871147 -0.00088587555867019371 0.001009344362782097 0.00032607945470033533 -0.00078576835447979627 -0.00029926148208026725 -0.0014021804596281466 -0.001180142590588885 -0.00067403378481483008 -0.00075689938274638689 -0.00041606990827315789 0.0012960258196954054 -0.0002905544392677527 0.00018804081944180767 0.00036942249277423743 0.0011296429696814525 -0.0010597973894554962 0.00094538973924664386 0.00039107678574318592 -0.00032545667329577906 -0.00066759648288253562 0.0014073676657557085 0.0012103974403055433 9.9951788211891771e-05 0.00078249828506213326 0.00021252250017612324 0.0014157131275286073
leaf_weight=0.00148489875218094 0.0011604589259227574 0.0010078966956257309 0.0010199259694196874 0.0010624309871520845 0.0011992359930464982 0.0010905712412680934 0.0012758880049510415 0.0010729593164794373 0.0010686057466604568 0.0010709599387632718 0.001133957021094866 0.0014585502131083663 0.0013384999867738214 0.0016950022892388015 0.0010880757126304772 0.001847771694877931 0.001021789798451688 0.0018321693043841149 0.0019186511320139496 0.0010042536496857046 0.0010021503724147052 0.0017709641126106845 0.0019537800565885277 0.0010693199494085093 0.0011222235251273638 0.0013094571260925392 0.0015034349982316897 0.0010070167116182915 0.0014449251167718558 0.0010037920246581677
leaf_count=288 295 74 63 355 232 73 34 58 149 78 155 34 129 20 89 118 131 60 49 52 27 169 29 21 28 67 96 56 82 10
internal_value=0 2.35059e-05 5.23243e-05 7.97096e-05 5.01045e-05 7.91907e-05 0.000114151 8.36557e-05 0.000113805 -0.000462594 0.000161112 -4.4302e-06 7.12751e-05 0.000139399 0.000476139 0.000374323 0.00055201 0.000219491 0.00030161 0.000159758 -8.24543e-05 0.000385687 0.000140571 -1.27623e-05 0.000785281 0.00070763 0.000562491 0.000791799 0.000512653 0.0010986
internal_weight=0 0.0385547 0.0373943 0.0363864 0.0353664 0.034304 0.0331048 0.0320142 0.0309412 0.00234685 0.0285944 0.0187444 0.0176105 0.016272 0.00984994 0.00876187 0.0069141 0.0148134 0.0131184 0.0111998 0.00540511 0.00579468 0.00440086 0.00290149 0.00289319 0.00584549 0.00453603 0.0030326 0.00244708 0.00201081
internal_count=3121 2833 2538 2464 2401 2046 1814 1741 1683 112 1571 855 700 571 716 627 509 537 517 468 190 278 138 81 197 360 293 197 109 66
is_linear=0
shrinkage=0.00142833


Tree=1369
num_leaves=31
num_cat=0
split_feature=1213 1456 151 403 52 1374 42 40 43 43 42 15 15 0 0 160 43 49 147 1374 150 49 2 1 160 0 0 0 3 42
split_gain=0.000656311 0.000622309 0.000650982 0.000484678 0.000702694 0.000418691 0.000405269 0.000849578 0.000729598 0.000971271 0.000563965 0.000535119 0.000556143 0.000459404 0.000672517 0.000381852 0.000350725 0.000421567 0.000312357 0.000429436 0.000655946 0.000400889 0.000338493 0.000557388 0.000334115 0.000539269 0.000325457 0.000418283 0.000207099 8.67518e-06
threshold=-0.080769999999999995 -1.0000000180025095e-35 -0.27559499999999998 -0.088999999999999982 -0.43320999999999993 0.087855000000000016 -0.11466499999999999 0.0064400000000000004 -0.052894999999999991 -0.0037449999999999996 0.09796500000000001 0.097485000000000016 0.090455000000000021 -0.062294999999999996 0.14486500000000005 -0.080409999999999995 -0.24021999999999996 -0.0020949999999999996 0.087350000000000025 -0.094929999999999987 0.081835000000000019 -1.0000000180025095e-35 0.11237500000000002 0.13075500000000004 -0.080719999999999986 -0.13455999999999999 -0.074479999999999977 0.089620000000000019 0.096675000000000011 0.086555000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 7 -6 13 -10 11 12 18 15 29 -8 -17 -18 19 -11 21 -21 24 -24 -23 -26 -27 -28 -22 -15
right_child=1 2 3 4 5 -7 8 -9 9 10 -12 -13 -14 14 -16 16 17 -19 -20 20 28 22 23 -25 25 26 27 -29 -30 -31
leaf_value=-0.0010211318308188096 -0.00089196253484264733 -0.0010610694918713466 -0.00082681667377890243 -0.00098686750480669904 -0.0010482707112983043 -0.00069565477750692297 -0.00039669463201849484 0.00065369318401054769 -0.0012422639478617663 -0.00060741230435863648 -0.00079790808460372925 -0.00061969987683524572 0.0012909280454196201 0.0012694924311827628 0.00013762186421824429 -0.00012973785715441992 0.00016264945893626728 0.0012027877629137325 0.00092523106607856015 -0.00063940425587623599 0.000542845758932616 -0.0007551750184662155 0.0011833001961248704 -7.0783800415380124e-05 0.0011023909194950027 -0.00061949298077442112 0.00088964409217008459 -0.00034529115443661645 0.0014570885313028139 0.0014384031743672036
leaf_weight=0.0013115267718959425 0.0015037777410444866 0.0010603392508716772 0.0011661192294127867 0.0011600887862865386 0.0015328431176360171 0.0011550818350425365 0.0012902075278886649 0.001048242231831864 0.0011093477921680908 0.001372351411191631 0.0012181426778838924 0.0014523992956325662 0.0011263212347589749 0.0010861103781567572 0.0014490206047177434 0.0013491121332691591 0.0014658374750249337 0.0018979161127017363 0.0012543995960556673 0.0013529093991970784 0.0010692396550382463 0.0010094252348269465 0.0016377085419314596 0.001391313548466222 0.0010286474014833341 0.0014840902123687211 0.00112984438511 0.0012009290516301618 0.0010349522006940504 0.001590465423511378
leaf_count=325 258 74 356 234 108 57 258 8 157 17 105 51 42 60 26 41 143 183 69 33 20 69 52 65 25 138 38 18 28 63
internal_value=0 2.68268e-05 6.40447e-05 9.71257e-05 0.000128 0.000166337 0.000196896 -0.000357061 0.000244555 8.23521e-05 0.00016067 0.000227226 0.000303665 0.00056279 0.000937066 0.00030557 0.000497824 0.000749522 0.000229364 0.000165702 0.000251688 9.93806e-05 0.000211913 0.000607265 7.30993e-06 0.000166218 -8.62139e-05 0.000253345 0.000992518 0.00136986
internal_weight=0 0.0386272 0.0371234 0.0360631 0.0348969 0.0337369 0.0325818 0.00258109 0.0300007 0.019872 0.0187627 0.0175445 0.0160921 0.0101287 0.0041256 0.00600307 0.00471287 0.00336375 0.0149658 0.0137114 0.0123391 0.0102349 0.00888196 0.00302902 0.00585294 0.00484351 0.00381486 0.00233077 0.00210419 0.00267658
internal_count=3121 2796 2538 2464 2108 1874 1817 116 1701 927 770 665 614 774 149 625 367 326 572 503 486 438 405 117 288 219 194 56 48 123
is_linear=0
shrinkage=0.00145689


Tree=1370
num_leaves=17
num_cat=0
split_feature=41 2 48 3 39 2 133 2 2 2 1 0 12 2 15 2
split_gain=0.000123928 0.000135422 0.000126532 0.000148902 0.000125798 0.000335788 0.000266534 0.000225176 0.000206651 0.000220907 0.000169165 0.000239453 0.000209231 0.000173604 0.000156271 0.000124767
threshold=0.078475000000000017 -1.0000000180025095e-35 -0.086869999999999989 0.13524500000000003 0.0046100000000000004 0.094835000000000017 0.091410000000000005 0.11215000000000001 0.10584500000000001 0.093175000000000022 0.089105000000000018 -0.10607499999999999 0.088305000000000008 0.089885000000000007 -0.070929999999999979 0.13093500000000002
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 9 10 12 -12 13 -4 -9 -5
right_child=-2 2 3 15 5 -7 -8 14 -10 -11 11 -13 -14 -15 -16 -17
leaf_value=0.0013883817240432253 -0.0013206352510577307 -0.0015506446248835068 -0.00070096095493168856 0.0017311687692219439 -0.00082482746297887115 0.0025968153764778204 -0.0023317081607088677 -0.0026239449072340501 0.0020096366376118262 -0.001744677200071127 0.00058321597823330349 -0.0019781205244922811 0.0025881029071655771 0.0016115085913625126 -0.00020377968235297684 -0.0002312760647849791
leaf_weight=0.001457164527014331 0.0013480112472770136 0.0010238529823221034 0.0015668181956655647 0.0017608808186004845 0.0011702044824577493 0.0011176669376254389 0.0011583780683631925 0.0010431364272268651 0.0011300888175749266 0.0012612072706342514 0.0017166327033102391 0.001262574217466006 0.0010733516782812022 0.001102311687244284 0.0010848083683026042 0.0010196464563647645
leaf_count=177 148 67 660 67 38 161 502 87 114 254 40 278 277 61 97 93
internal_value=0 7.80179e-05 -2.52409e-05 6.41692e-05 -0.00011518 0.000846708 -0.000292664 -8.25405e-05 0.000222799 -3.01526e-05 0.000291548 -0.000502267 0.000923465 0.000254055 -0.00139017 0.00101152
internal_weight=0 0.0199487 0.0184916 0.0174677 0.0146872 0.00228787 0.0123993 0.0112409 0.00911298 0.0079829 0.00672169 0.00297921 0.00374248 0.00266913 0.00212794 0.00278053
internal_count=3121 2973 2796 2729 2569 199 2370 1868 1684 1570 1316 318 998 721 184 160
is_linear=0
shrinkage=0.0044645


Tree=1371
num_leaves=30
num_cat=0
split_feature=1456 1213 151 4 11 14 4 14 484 403 15 1 47 49 4 4 4 4 52 13 15 13 1 49 475 13 1 2 16
split_gain=0.000759161 0.000657608 0.000556497 0.000516865 0.00093658 0.000595679 0.000469107 0.000520155 0.000577101 0.000784431 0.000704015 0.000499346 0.000402422 0.000390288 0.000376345 0.000501095 0.000489801 0.000829486 0.000396939 0.000417866 0.000390856 0.000351083 0.000389461 0.000336111 0.000312345 0.000184859 0.000180571 9.58596e-05 9.50768e-05
threshold=-1.0000000180025095e-35 -0.080769999999999995 -0.27559499999999998 0.27044500000000005 0.081790000000000015 -0.46885499999999997 0.098655000000000007 0.076175000000000007 0.084040000000000017 -1.0000000180025095e-35 -0.095869999999999983 0.094385000000000011 0.096475000000000019 0.006170000000000001 -0.27825499999999997 -0.077679999999999985 0.0061450000000000003 -0.0024449999999999997 0.10347000000000002 -1.0000000180025095e-35 -0.082809999999999981 -0.086254999999999984 0.111945 -0.043469999999999995 -0.051009999999999993 -0.0034749999999999994 0.10684 0.092235000000000025 -0.16075999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 6 -5 7 8 9 -4 11 -11 28 14 18 25 17 20 19 -12 -17 27 -23 -18 -10 -16 -15 -8 -7
right_child=1 2 3 5 -6 12 21 -9 24 10 13 -13 -14 26 15 16 23 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30
leaf_value=-0.00095745484488073769 -0.00097234212043783728 -0.00094743479145523461 -0.0010383209456413006 -0.00032711519122654296 -0.0012768733500134065 0.001284674212761162 0.00037758512358472367 -0.0006499522668118302 0.0012675457237764937 -0.0010979453102140707 4.5907011600366798e-05 7.3301511486994613e-05 8.1880687954592309e-05 0.00035795214354376312 0.0010454131681082691 0.00080177120288040134 0.0011206407876032114 -0.001264411540591011 0.00035386753666094236 -0.0011037243767089392 -0.00022442987806916816 -0.001201404237823096 -0.00023841041503138607 0.00017972265778726384 0.00036221274865005747 0.00036590918722927205 0.0011260697115097462 -0.00018167557335523713 0.00074255988567594161
leaf_weight=0.0015656258559112448 0.0012247817476531688 0.0010257411122580598 0.0010666171823773265 0.0012481735104152847 0.0010257418251633501 0.0015478850897688856 0.0012601195588075598 0.0014795283071364898 0.0012835174590506426 0.0012818341843376857 0.0012089078181887203 0.0014760611975646043 0.0011127327106212892 0.0010117112285382692 0.0019621750846647856 0.0011504978193776962 0.0011660298115430123 0.0010103345910619579 0.001658107022810551 0.0011751690021828314 0.001784607514642933 0.0011992242705405323 0.0023283117388075425 0.0018520603836513772 0.0016308492450098902 0.0012261131152904083 0.0013419269277505919 0.0010665600334949232 0.0010060416542794206
leaf_count=288 295 74 488 44 117 220 24 51 75 95 27 45 32 182 95 91 27 72 19 42 318 70 19 51 90 60 29 36 45
internal_value=0 1.76184e-05 4.98769e-05 7.78572e-05 1.35289e-05 0.000492059 5.67558e-05 0.000139372 0.000189522 0.000107779 0.0001711 -0.000471079 0.000770916 0.000278128 0.000192272 0.000333332 0.000126947 -0.000191503 -0.000161995 -0.000520774 0.000177819 -0.000292748 -0.000565791 0.000543243 0.000760931 0.000784098 0.000795894 0.000121218 0.00107112
internal_weight=0 0.0388114 0.0375866 0.0365608 0.031646 0.00491483 0.0306203 0.024766 0.0232865 0.0203722 0.0193055 0.0027579 0.00366666 0.0165476 0.014194 0.0101518 0.00696353 0.00394544 0.00404218 0.00238408 0.00293511 0.00585422 0.00352754 0.00301809 0.00291437 0.00318829 0.00235364 0.00232668 0.00255393
internal_count=3121 2833 2538 2464 2123 341 2006 1857 1806 1641 1153 140 297 1013 802 714 559 481 88 69 409 149 89 78 165 155 211 60 265
is_linear=0
shrinkage=0.00137286


Tree=1372
num_leaves=16
num_cat=0
split_feature=147 11 1 42 4 51 3 3 12 16 1 42 13 2 52
split_gain=0.000122608 0.000163377 0.000122048 0.000202505 0.000183382 0.000335178 0.000172004 0.000209734 0.000171836 0.000165261 0.000154751 0.000135392 0.000226208 0.000198019 0.000135072
threshold=0.089025000000000007 0.089270000000000002 0.10557500000000002 0.092620000000000022 -1.0000000180025095e-35 -0.082744999999999985 0.088060000000000013 0.13524500000000003 0.091200000000000017 -0.094359999999999986 0.11323000000000001 -0.0060199999999999993 -0.084319999999999992 0.097845000000000015 -0.0027449999999999996
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 10 -4 -6 -8 -7 13 -13 -14
right_child=-2 -3 6 -5 9 11 7 -9 -10 -11 -12 12 14 -15 -16
leaf_value=-0.0020525531047316183 0.0013248862689425041 -0.0018747076821607992 0.0025498479896859912 -0.0021417950578940864 -0.0020714003694707168 -0.00080912561751900181 8.2227405078447819e-05 0.0010914203595854602 0.00037233095530837807 -7.6337633128496568e-05 -0.0023776457478559133 -0.0013990950788152763 0.00088730686569536536 0.0012509887549632917 0.0027917874672073505
leaf_weight=0.0010708956948005666 0.0013357933563675753 0.0010208469780910159 0.0012850070208948175 0.0010990539562842913 0.0015380597162443221 0.0010381834522340261 0.0010935374638947337 0.0015526397093468258 0.0018101576643871908 0.0019559229760760331 0.0010297407846593387 0.0011776470846496783 0.0016239275022945643 0.0011612679889054789 0.0014724835184769802
leaf_count=251 124 103 217 439 213 527 25 145 130 228 22 337 183 28 149
internal_value=0 -0.000100229 -4.42756e-06 -0.000277687 -9.20844e-05 0.000307352 0.000485401 -0.000180596 0.00127636 -0.000954569 -0.00111075 0.000697744 0.000985567 -8.33322e-05 0.00179297
internal_weight=0 0.0199294 0.0189085 0.0121374 0.0110384 0.00754441 0.00677108 0.00367592 0.00309516 0.00349398 0.00212328 0.00647351 0.00543533 0.00233892 0.00309641
internal_count=3121 2997 2894 2355 1916 1475 539 192 347 441 47 1224 697 365 332
is_linear=0
shrinkage=0.00455379


Tree=1373
num_leaves=17
num_cat=0
split_feature=1 403 4 147 4 2 2 0 3 1 4 0 0 13 16 0
split_gain=0.000114347 0.000244984 0.000222337 0.000220588 0.000201101 0.000174588 0.000124892 0.000349064 0.000301904 0.000242167 0.000123362 0.00011643 0.000115255 0.000107565 0.000101677 8.32324e-05
threshold=1.0000000180025095e-35 0.03138500000000001 -0.064804999999999988 1.0000000180025095e-35 -0.012509999999999999 0.10672500000000001 0.089885000000000007 -0.15202999999999997 0.11924500000000002 0.12958500000000003 -0.42529999999999996 -0.10151999999999999 -0.059114999999999994 -0.010384999999999998 -0.095094999999999985 -0.11756999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 13 6 5 10 9 8 14 11 -1 15 -12 -2 -8 -4
right_child=1 -3 3 -5 -6 -7 7 -9 -10 -11 12 -13 -14 -15 -16 -17
leaf_value=-0.0018764475520867943 -0.00014751106042318329 0.0022046655019743655 -0.0013297359442078123 0.0019827528536606361 -0.0020680681241645898 0.0015392223484178233 0.0017234045993308558 0.002234992192936824 -0.0022674998142640161 0.0011337020867214433 -0.0010770450027617307 -0.0022263812669753033 0.00102909091061806 -0.0021476971376363837 -0.00032999085823688066 0.00041079022754270605
leaf_weight=0.0010945973898999197 0.0010324112066525948 0.0012141115041544035 0.0012277742890862697 0.0014584700153836292 0.0014398979363387035 0.0010951285902329744 0.001057366918717717 0.0017634909879617466 0.0011318839977558781 0.0014699476307334369 0.0010712338469415763 0.0012823627573157444 0.001175948032027919 0.0013239185305652388 0.001024225334091966 0.0011460721158869118
leaf_count=37 219 111 55 115 621 117 49 238 32 71 810 306 27 258 30 25
internal_value=0 0.000203647 2.90905e-05 0.000294124 -0.000559781 -7.03007e-05 5.03569e-05 0.000574472 -0.000336788 -0.000458505 -0.000597755 -0.00109864 2.50938e-05 -0.00127133 0.000713053 -0.000489425
internal_weight=0 0.015132 0.0139179 0.0115616 0.00587681 0.00443691 0.0101031 0.00497697 0.00321348 0.00512616 0.00334178 0.00365621 0.00224718 0.00235633 0.00208159 0.00237385
internal_count=3121 1509 1398 921 1612 991 806 349 111 457 874 386 837 477 79 80
is_linear=0
shrinkage=0.00464487


Tree=1374
num_leaves=15
num_cat=0
split_feature=41 3 1 15 151 16 16 12 15 3 0 133 0 42
split_gain=0.000109503 0.000120749 0.000168369 0.000235136 0.000370786 0.000206927 0.000223102 0.000276856 0.000210322 0.000199564 0.000166123 0.000185296 0.000164155 8.97163e-05
threshold=0.078475000000000017 -0.12018999999999998 0.094385000000000011 -0.0058549999999999991 -0.0071249999999999985 -0.27167499999999994 -0.056919999999999991 -1.0000000180025095e-35 -0.0088349999999999974 -0.012939999999999998 -0.082974999999999979 0.091580000000000009 0.11070500000000001 0.080840000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 4 -3 -4 9 -8 -9 -7 13 -12 -1 -5
right_child=-2 2 5 10 -6 6 7 8 -10 -11 11 -13 -14 -15
leaf_value=0.002069266323763828 -0.0015025148175116464 -0.00041470726223572467 -0.0011052451895912166 9.5746683331920671e-05 -0.0043651057216587122 0.00043743165519267313 0.0022508706853387726 -0.0021411559260172941 0.00075876154350015845 0.0033112587431112688 -0.0020362361227262292 0.0007789804511966809 -0.00054887036395786593 0.0023029179301383837
leaf_weight=0.0018257739455214131 0.0013117018542753147 0.0018545801822592578 0.0019687178669379468 0.0010557867543494722 0.0010646735992333291 0.0012479250680479392 0.0011659637660886291 0.001576507405650851 0.0012983017112926376 0.0015327484140970071 0.0015265546219479275 0.0011800713145425079 0.0010879994069767362 0.0010413619288868747
leaf_count=153 148 274 214 198 621 87 132 122 103 105 401 235 93 235
internal_value=0 9.02707e-05 -8.64252e-05 -0.000661196 -0.00185545 0.000418568 0.000858351 5.79065e-05 -0.000831515 0.00202153 6.45505e-05 -0.00080882 0.00109166 0.00119174
internal_weight=0 0.019427 0.0165132 0.00772303 0.00291925 0.00879016 0.00682145 0.00404077 0.00287481 0.00278067 0.00480377 0.00270663 0.00291377 0.00209715
internal_count=3121 2973 2727 1964 895 763 549 357 225 192 1069 636 246 433
is_linear=0
shrinkage=0.00533549


Tree=1375
num_leaves=17
num_cat=0
split_feature=4 11 4 2 13 43 133 52 0 4 52 0 3 52 49 49
split_gain=9.6099e-05 0.000208892 0.000149189 0.000204861 0.00018054 0.000171887 0.000159872 0.000189064 0.000150216 0.000212667 0.000203358 0.000210586 0.000137598 0.000131714 0.000226032 9.63035e-05
threshold=0.27044500000000005 1.0000000180025095e-35 0.098655000000000007 0.10981000000000002 -0.094514999999999988 -0.10603999999999998 -0.083244999999999986 0.10160000000000001 -0.060129999999999996 -0.35136499999999998 -0.085984999999999992 -0.10151999999999999 0.11296500000000002 0.077655000000000016 -0.039339999999999993 -0.006494999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -4 -6 -1 8 10 -10 -8 15 -2 14 -5 -12
right_child=12 -3 4 13 5 -7 7 -9 9 -11 11 -13 -14 -15 -16 -17
leaf_value=0.0015081059236302036 0.0016075196706726693 -0.0020801095949693599 0.00067781246066570401 0.0020603960990307878 -0.000374478286312435 -0.0029254222209707044 -0.0022078877840228418 -0.0020033419072181154 -0.00076254230312205291 0.001996649038633743 3.620910122916898e-05 -0.0014504591871810253 -0.00044171141009224669 0.0024488417060669673 -0.001037245596457308 0.0019233506220664661
leaf_weight=0.0011549822827324552 0.0017313847816430852 0.0011191509325711993 0.0010896903265660285 0.0010158645056987936 0.0011666989915086745 0.0011140661252824193 0.0011740854648040746 0.0012491393441207421 0.001014128478129539 0.0014854445846959061 0.0013717612386212608 0.0013613545950348646 0.0011947515495192018 0.0012048344399520072 0.0010170323230335185 0.00101517974303622
leaf_count=358 248 187 47 65 24 104 296 320 88 83 50 847 117 108 143 36
internal_value=0 -0.0001384 -6.17217e-06 0.000218617 -0.000877452 -0.00162052 -0.000115269 -0.000331501 -5.0125e-05 0.000877188 -0.000521012 7.3707e-06 0.000770812 0.00123192 0.000510686 0.000838821
internal_weight=0 0.0175534 0.0164343 0.0130638 0.00337046 0.00228077 0.00982608 0.00867109 0.00742195 0.00249957 0.00492238 0.0037483 0.00292614 0.00323773 0.0020329 0.00238694
internal_count=3121 2756 2569 2394 175 128 2078 1720 1400 171 1229 933 365 316 208 86
is_linear=0
shrinkage=0.00464487


Tree=1376
num_leaves=16
num_cat=0
split_feature=1374 457 484 4 150 403 52 42 3 0 1 0 4 15 1
split_gain=0.00010457 0.000253843 0.000196437 0.00013168 0.000172622 0.00015743 0.00017001 0.000178834 0.000135964 0.000128619 0.00011774 0.000134014 0.000369617 0.000152422 9.20167e-05
threshold=-0.094929999999999987 0.088350000000000026 -0.0068949999999999992 0.27044500000000005 0.086615000000000011 -1.0000000180025095e-35 -0.24456499999999998 0.091545000000000015 0.095270000000000007 -0.15202999999999997 0.095025000000000012 -0.14226499999999997 -0.076779999999999987 0.040760000000000005 0.079415000000000013
decision_type=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 -5 11 -8 13 -13 -10
right_child=1 -3 3 9 -6 6 7 -9 14 -11 -12 12 -14 -15 -16
leaf_value=-0.0016118696237183046 -0.0023322002358926227 0.0023965407008223914 -0.0018325050701752939 5.4192310151060364e-05 -0.0022545875154813566 -0.0014894385866422886 0.0023042194871616341 -0.0013719044775580547 0.00083000335641668214 0.0025096912518707644 0.00221297430806896 -4.8836832048516171e-06 -0.0023384358019470702 0.0025279696887327034 -0.0012484411701462219
leaf_weight=0.0010958862046432918 0.0010387796931406448 0.0012608906864445815 0.0011833832106931683 0.0012957060294908063 0.0010172265018089108 0.0014794990507240426 0.0010931962411411256 0.0013543244026056897 0.0010525011168383003 0.0011429078786077676 0.0019147888841457572 0.0013470819527174882 0.0011551498258049499 0.0013583939401636824 0.00143054087540051
leaf_count=55 481 119 664 77 164 281 58 202 16 232 116 58 337 186 75
internal_value=0 8.28378e-05 -8.04745e-05 5.855e-05 -0.000135789 2.54285e-05 0.00020586 0.00044014 0.000702564 0.00120501 0.00108938 0.000655074 0.000188093 0.00126684 -0.000367439
internal_weight=0 0.0191244 0.0178635 0.0168247 0.0143861 0.0133689 0.0121855 0.010706 0.00935165 0.00243861 0.00686861 0.00495382 0.00386063 0.00270548 0.00248304
internal_count=3121 3066 2947 2466 2157 1993 1329 1048 846 309 755 639 581 244 91
is_linear=0
shrinkage=0.00533549


Tree=1377
num_leaves=31
num_cat=0
split_feature=1213 1456 151 133 42 133 123 1447 1 132 47 13 13 133 1374 49 43 4 47 3 15 16 474 160 1 15 4 1375 49 15
split_gain=0.000566439 0.000532308 0.000567202 0.000497917 0.000540087 0.000558036 0.000564917 0.000525829 0.000515083 0.000630151 0.000671482 0.000461937 0.000645617 0.000866299 0.00049814 0.000459783 0.000412135 0.000525943 0.000540065 0.000452074 0.00107155 0.000390316 0.000439597 0.00049457 0.000423086 0.000890063 0.000473774 0.00026304 0.000122647 0.000114041
threshold=-0.080769999999999995 -1.0000000180025095e-35 -0.24462999999999999 -0.25159999999999993 -0.0060199999999999993 -0.087414999999999979 0.084880000000000025 -1.0000000180025095e-35 1.0000000180025095e-35 0.081465000000000024 0.11518500000000002 -0.53104499999999988 -0.47860499999999995 0.095000000000000015 0.086000000000000007 0.10247500000000002 -0.074359999999999996 -0.27825499999999997 0.092530000000000015 -0.077774999999999983 -1.0000000180025095e-35 -0.42170999999999997 0.084660000000000027 -1.0000000180025095e-35 0.094465000000000007 1.0000000180025095e-35 -0.0024449999999999997 -0.07273499999999998 -0.047584999999999995 0.083935000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 8 -6 7 -7 -5 10 -10 -9 -13 14 15 16 19 -18 21 20 -14 -19 23 -23 26 27 -25 -26 -28 -22
right_child=1 2 3 4 5 6 -8 11 9 -11 -12 12 13 -15 -16 -17 17 18 -20 -21 29 22 -24 24 25 -27 28 -29 -30 -31
leaf_value=-0.00094109540793684227 -0.00081163278927775043 -0.00098796736723383597 -0.00086512546669394879 -0.00088842157153002472 0.0010276875839829499 -0.00084927838099005653 0.0011346660528776876 -0.00077331088495306312 -0.0010123264051284573 0.0008297395437009699 0.00030338847189083606 0.0012441428607659663 -0.00086758030157910399 -0.0010292714158460028 -0.00073367514010827149 0.0010299782367814581 -0.0007239904497169671 0.0010159763470250942 -0.00064049274135182183 0.0010165769900189773 0.00044047090775621979 -0.00075837621039505972 0.00098662869114782411 0.00051277779749689758 0.0004574160785352518 -0.00055829123946032964 -0.00022839103292600815 0.0013926098448641749 -0.0009181800630932588 0.001077424560446652
leaf_weight=0.0012486181740314342 0.0014598853419279792 0.0010025590254745245 0.0010600894326207025 0.0018347791922635462 0.001481512351004576 0.0010888988134062352 0.0010846660883009332 0.001028838223874117 0.0015049237364563872 0.0012616105976022141 0.0015378929245599693 0.0010774658472918466 0.0012034926450696926 0.0011879444524858221 0.0010656128744832563 0.0013763289689379113 0.0014976946701992103 0.0012127076557528664 0.0014590852835851828 0.0021396628498266948 0.0010508476678410261 0.0012397577077991632 0.0011328878824556918 0.0012791604229640454 0.0010050479854193384 0.0010088391378815231 0.0010025979077283864 0.0014272721276360478 0.0010193359771051595 0.0011592212393622958
leaf_count=325 258 77 169 378 104 171 159 15 113 61 11 20 228 241 56 48 128 67 43 124 18 36 45 76 10 19 17 54 28 22
internal_value=0 1.74864e-05 5.07116e-05 8.01045e-05 0.00010926 0.000191124 0.000144787 0.000102949 -0.000267159 -2.34337e-06 -0.000347341 0.000145143 0.000185277 0.000134497 0.000199465 0.000248657 0.000191572 5.76548e-05 0.000156976 0.000511927 0.000195606 0.000269642 0.000170345 5.44896e-05 0.000203958 0.000547528 -0.000154189 0.00100618 -0.000576141 0.000774565
internal_weight=0 0.0378906 0.0364307 0.0354282 0.0343681 0.0282289 0.0267474 0.0256627 0.00613921 0.00430443 0.00304282 0.0245738 0.023545 0.0224675 0.0212796 0.0202139 0.0188376 0.0132844 0.0117867 0.00555322 0.00341356 0.0103276 0.0091149 0.00798201 0.00674225 0.00344116 0.00330109 0.00243232 0.00202193 0.00221007
internal_count=3121 2796 2538 2461 2292 1729 1625 1466 563 185 124 1295 1280 1260 1019 963 915 523 395 392 268 352 285 240 204 83 121 64 45 40
is_linear=0
shrinkage=0.00140032


Tree=1378
num_leaves=14
num_cat=0
split_feature=41 474 156 42 1 43 3 0 2 1 15 16 4
split_gain=0.000110519 0.000119608 0.000182687 0.000171222 0.00023586 0.000223027 0.000247299 0.000243176 0.000154923 0.000171831 0.000147641 0.000337673 0.000331752
threshold=0.078475000000000017 0.084660000000000027 0.080810000000000007 -0.0060199999999999993 0.11507500000000002 -0.074359999999999996 -0.077774999999999983 -0.059114999999999994 0.089885000000000007 0.095285000000000022 -1.0000000180025095e-35 0.22339500000000004 0.033845000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -5 9 -7 12 -12 -10
right_child=-2 -3 -4 5 -6 8 -8 -9 10 -11 11 -13 -14
leaf_value=-0.0020213668283170206 -0.001269147798149198 0.001289355828207546 -0.001822752954174204 -0.0010132155851958363 0.00052700551370264258 -0.0018452595278345895 0.0027025700726409519 0.0019466470836872962 0.0021966199442859961 0.00034431990691157074 0.00073526806789901949 -0.0023057170498220121 -0.00045619671298835794
leaf_weight=0.0016257283610027476 0.0012948723474068826 0.001498583264477992 0.0010582917855239396 0.0012284198462002016 0.0013049568038723258 0.0016702786517280334 0.0014196698328035303 0.0010066022364929594 0.0019431875976230195 0.0012482516771761265 0.0019481949607057514 0.0011618430761313192 0.0018193081291551505
leaf_count=690 148 334 269 286 48 406 254 34 99 123 196 52 182
internal_value=0 7.90183e-05 -2.5015e-05 9.11599e-05 -0.000886644 0.000304286 0.00124541 0.000319838 -4.70075e-05 -0.000908779 0.000318958 -0.000400778 0.000913883
internal_weight=0 0.0189333 0.0174347 0.0163764 0.00293069 0.0134458 0.00365469 0.00223502 0.00979106 0.00291853 0.00687253 0.00311004 0.0037625
internal_count=3121 2973 2639 2370 738 1632 574 320 1058 529 529 248 281
is_linear=0
shrinkage=0.0044645


Tree=1379
num_leaves=29
num_cat=0
split_feature=1213 1456 1365 133 133 376 1 42 44 48 0 1 0 42 43 43 16 4 42 0 4 1 1 3 15 4 43 2
split_gain=0.000624909 0.000614188 0.000649249 0.000541962 0.000471265 0.000617734 0.000491179 0.000669669 0.00055064 0.000535681 0.000556429 0.000472344 0.000646218 0.000812761 0.000559167 0.000615178 0.00053 0.000472248 0.000368852 0.000442963 0.000474293 0.000522786 0.000517786 0.000378273 0.000276685 0.000215727 0.000103065 5.57115e-05
threshold=-0.080769999999999995 -1.0000000180025095e-35 1.0000000180025095e-35 -0.25159999999999993 -0.16271999999999995 0.11357500000000002 0.13842500000000005 -0.11466499999999999 0.081805000000000017 0.12879500000000002 -0.23091999999999999 0.111945 -0.077999999999999986 0.094935000000000005 -0.11720999999999999 0.093175000000000022 0.15891500000000003 0.09173000000000002 0.088200000000000014 -0.10151999999999999 0.10528000000000001 0.094385000000000011 0.086720000000000005 -0.077774999999999983 -0.14147499999999996 -0.17966999999999997 -0.08231999999999999 0.086885000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 -9 12 18 14 27 16 25 -13 19 20 21 22 -12 -20 -19 -16 -21 -14
right_child=1 2 -4 4 5 -7 -8 8 -10 -11 11 17 13 -15 15 -17 -18 24 23 26 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=-0.00096559614162979154 -0.00084810943257377031 -0.0008565571753815593 -0.0010291565948657524 0.0010360015448661764 -0.00097268110273551983 -0.00095577121326043612 0.00079727473171754934 0.00090905753287637639 -0.00085047215272948196 -0.00065570743663277968 0.00023215172876604235 -0.00013994471767631979 0.001290067412935834 -0.00070864923589996568 -2.7414590668369798e-05 0.0010290338732156712 -0.00069332460253173213 0.00042377091124969432 -0.0002590708707853475 -0.0005515631402746629 -0.00078791518066472519 0.00072108177641531772 -0.00085657144948299107 0.0009124721119581564 0.0012238524211080678 0.00076539172951084619 -0.0011725541305295185 0.00086032873193905076
leaf_weight=0.0012490269679975565 0.0014701815680866473 0.0011069880988343597 0.0010076412946318216 0.0010256624205020595 0.0010940348084674803 0.0010292463254710773 0.0019236279782200985 0.0019514307055565781 0.0010575487877133574 0.0014418467993948516 0.0019461151848725227 0.0013512190469793231 0.001066549276217188 0.0012346749220917275 0.0013678270800667747 0.001418742992473021 0.0014302014724734136 0.001622923745174476 0.0010091101152983062 0.0010028718112796708 0.0015608223840821722 0.0016166345275419047 0.0014270414884549609 0.0010704965626121563 0.001635718233530925 0.0012273031101473139 0.0010120791174745005 0.0012177715283119284
leaf_count=325 258 172 61 47 106 27 102 46 32 32 48 108 12 194 29 23 174 115 171 246 54 55 31 109 34 136 339 35
internal_value=0 2.15841e-05 5.72435e-05 8.86567e-05 0.000119667 9.09395e-05 0.000124939 8.14847e-05 0.000121713 0.000158949 0.000203833 0.000147008 5.40449e-05 0.000325654 0.000490893 0.000251688 -2.229e-05 0.000542431 -0.000174646 -0.000300564 -0.000127414 7.9193e-05 -0.000228442 0.000343992 0.000825382 0.000347524 -0.000863477 0.00106097
internal_weight=0 0.0373263 0.0358561 0.0348485 0.0337415 0.0327158 0.0316866 0.029763 0.0286689 0.0276114 0.0261695 0.0242181 0.0196082 0.00896307 0.0077284 0.00544407 0.00402533 0.00460986 0.0106452 0.00856556 0.00655061 0.00498979 0.00337316 0.00207961 0.00325864 0.00259513 0.00201495 0.00228432
internal_count=3121 2796 2538 2477 2305 2258 2231 2129 2023 1991 1959 1913 1656 603 409 362 339 257 1053 773 188 134 79 280 149 165 585 47
is_linear=0
shrinkage=0.00137286


Tree=1380
num_leaves=27
num_cat=0
split_feature=1456 1213 133 133 403 13 1 16 159 160 453 49 474 160 4 39 42 1 4 48 4 42 2 3 2 15
split_gain=0.000628973 0.000560491 0.000522802 0.00060379 0.000422736 0.000400606 0.000661856 0.000508995 0.000562357 0.000517586 0.000379479 0.000427951 0.000567456 0.000601229 0.000614237 0.00035955 0.000612539 0.000420776 0.000999635 0.000358615 0.000306967 0.000495855 0.000917972 0.000251043 0.000250782 0.000244961
threshold=-1.0000000180025095e-35 -0.080769999999999995 -0.25159999999999993 -0.16271999999999995 -0.088999999999999982 -0.00051499999999999994 0.13146500000000003 0.22339500000000004 0.076905000000000015 -0.081639999999999976 1.0000000180025095e-35 0.0093850000000000027 0.084660000000000027 -1.0000000180025095e-35 0.24564500000000003 0.092440000000000008 -1.0000000180025095e-35 0.086560000000000012 0.0061450000000000003 0.10271500000000001 -0.080924999999999983 0.088200000000000014 0.091265000000000013 -0.12711499999999995 0.11215000000000001 -0.036009999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 7 8 9 -6 11 12 13 -7 15 16 -15 23 -19 20 -11 22 -22 -18 -13 -23
right_child=1 2 3 4 5 10 -8 -9 -10 19 -12 24 -14 14 -16 -17 17 18 -20 -21 21 25 -24 -25 -26 -27
leaf_value=-0.00085934459813392277 -0.00086731955774860129 -0.00082966249183791241 0.001059343142109316 -0.00079253527963347959 -0.00069139884046301849 -0.00094069242845220538 0.0011120486747697416 -0.00047236357477452632 0.00093763912913768382 0.00088279871808684158 -0.00079002233395992886 0.00089912003936759241 0.00078539234429054398 -0.0011617017787756677 0.00069342001638264799 0.00037960280340111266 -0.00020118791886399411 -0.0011160210948005253 0.00016053778642546488 -0.00034845751328951678 -0.001109006871723344 0.0010692089178628689 0.0006263997873103155 0.00065868223524514742 0.0001065394055738807 0.00022363302274341286
leaf_weight=0.001475704093533702 0.0011994198040996542 0.0011377205775442425 0.0010612091952326699 0.0010097299700305698 0.0011725728522574723 0.0015873654436453508 0.0013752936125419621 0.0019464983052114868 0.0017824474740476557 0.0016150332246154236 0.0011473068572271919 0.001267424628535462 0.0011540606490036973 0.0012454098961689501 0.0015661300125129349 0.0015682393255360702 0.0010400837566635346 0.0019046684337240549 0.0024318200527204681 0.0014124247619573538 0.0010743096799559195 0.0011340029670598994 0.0010489423617530136 0.001369846643568093 0.0015394332870570793 0.001258683777340508
leaf_count=288 295 172 47 355 253 96 124 151 196 126 24 69 57 92 74 23 18 116 24 56 153 71 64 22 50 105
internal_value=0 1.95859e-05 5.01097e-05 7.97996e-05 4.79636e-05 7.47848e-05 0.00024339 0.000147394 0.000262303 0.000124194 -5.59632e-05 -5.45539e-06 -0.000100561 -0.000180983 -7.25954e-05 -0.000198084 -0.000311444 -0.000154483 -0.000400151 0.000250973 0.000389067 0.000212494 -0.00025167 0.000287577 0.000464426 0.00062439
internal_weight=0 0.0360501 0.0348507 0.0337129 0.0326517 0.031642 0.0138202 0.0124449 0.0104984 0.00871597 0.0178218 0.0166745 0.0138676 0.0127136 0.0111262 0.00956007 0.00799183 0.00674642 0.00433649 0.0075434 0.00613097 0.00451594 0.00212325 0.00240993 0.00280686 0.00239269
internal_count=3121 2833 2538 2366 2319 1964 1299 1175 1024 828 665 641 522 465 369 295 272 180 140 575 519 393 217 40 119 176
is_linear=0
shrinkage=0.00131955


Tree=1381
num_leaves=15
num_cat=0
split_feature=1374 150 484 42 15 156 4 16 16 51 12 13 3 15
split_gain=9.83158e-05 0.000223505 0.000208335 0.00015651 0.000181824 0.000164354 0.000146935 0.000205998 0.00028042 0.000285735 0.000271882 0.00028137 0.000246132 0.000205432
threshold=-0.094929999999999987 0.094365000000000018 -1.0000000180025095e-35 0.10256000000000001 0.097485000000000016 0.091335000000000013 -0.49405499999999997 -0.014034999999999997 -0.067914999999999989 0.081440000000000026 0.095110000000000014 -0.084034999999999985 -0.10023499999999998 -0.016799999999999995
decision_type=2 2 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 -8 -9 -14
right_child=1 -3 3 -5 -6 -7 7 12 -10 -11 -12 -13 13 -15
leaf_value=-0.0013604442148406114 -0.0020142348770000652 0.0017205398550754647 -0.0010749364443521439 -0.0014244831724501009 -0.0014674146993503361 -0.0014062320631035568 0.00062964558432340462 0.0032412158125247441 -0.0019262658196541804 0.0022809166308997426 0.0019008750511330904 -0.0020811157447394265 -0.00045039971348911098 0.0018880409177724244
leaf_weight=0.0010975264001338294 0.0011275980143084221 0.001619231266743292 0.0011763382465086432 0.0014220196075633287 0.0013094735415399303 0.0010691866744251483 0.001670092477729034 0.0011903934094741331 0.0011631233371508509 0.0015534721623798875 0.0011619487642410276 0.0016347518191475452 0.0015500974603381845 0.0016987699922461673
leaf_count=55 496 213 70 294 202 174 252 72 129 201 115 467 278 103
internal_value=0 6.86454e-05 -8.22408e-05 4.89975e-05 0.00018705 0.00034327 0.000489418 0.000647747 0.000161628 0.000565011 -3.17503e-05 -0.000711241 0.00143436 0.000772326
internal_weight=0 0.0193465 0.0177273 0.0165997 0.0151776 0.0138682 0.012799 0.0116226 0.00718339 0.00602027 0.00446679 0.00330484 0.00443926 0.00324887
internal_count=3121 3066 2853 2357 2063 1861 1687 1617 1164 1035 834 719 453 381
is_linear=0
shrinkage=0.00464487


Tree=1382
num_leaves=29
num_cat=0
split_feature=3 1374 150 453 16 159 43 42 1 16 0 12 43 4 48 0 16 0 0 0 15 49 2 159 2 16 150 16
split_gain=0.000489916 0.000492926 0.000460984 0.000642885 0.000741889 0.000535987 0.000749325 0.000429808 0.000443815 0.000668305 0.000488686 0.000768647 0.000397737 0.000449107 0.000384344 0.000359433 0.000699097 0.000582946 0.000526765 0.000403069 0.000320068 0.000306675 0.000256459 0.0002496 0.000511283 0.000211179 0.000191843 0.000118383
threshold=0.30112000000000005 0.093235000000000012 -0.22665999999999997 1.0000000180025095e-35 -0.5048999999999999 -0.032739999999999991 0.24789500000000006 -0.11466499999999999 0.11249000000000002 0.10246000000000001 -0.077999999999999986 0.088615000000000013 -0.17390999999999998 -0.49405499999999997 0.093675000000000022 -0.12333499999999999 -0.056919999999999991 -0.14920999999999998 -0.084889999999999979 -0.23051499999999997 0.050935000000000008 -0.039339999999999993 0.086330000000000004 0.089755000000000015 0.10527500000000002 -0.25582999999999995 0.082565000000000013 -0.52595999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 26 22 7 -7 10 25 11 14 -12 -14 15 17 18 19 -17 -9 23 -21 -6 24 -15 -10 27 -4
right_child=-2 -3 3 -5 5 6 -8 8 9 -11 12 -13 13 20 -16 16 -18 -19 -20 21 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.00086414091351088901 0.00075372454231466149 -0.00094004213193658577 7.3671163539304637e-05 -0.0010382412027808768 -0.00016170811443753214 -0.00065890678774157933 -0.0011142871824856577 0.00042692796734530267 0.00045794938413808758 -0.00025429439910211118 0.00071725935240160013 -0.0010325134394990453 -0.00068384522647341357 0.0010696234619172406 0.00059456840759914494 -0.0005707351345391222 -0.0013152726641409876 0.00087173080838781722 0.00071315772191746002 -6.6498098844295663e-05 -0.00044145996108555701 -0.0010558205914853072 -0.001068796991487687 -0.00015924331925785322 -0.00015087508799932348 0.0012257695455717152 0.001110501495700152 0.00072748813127590756
leaf_weight=0.0010928541324517474 0.0015191771249920541 0.0011166347473139373 0.001080348471619974 0.0011779019208635324 0.0010044913639264399 0.001607747737794484 0.0011270352123320384 0.0012750482025225551 0.0012195388936260265 0.0015132211252621985 0.002385399629361018 0.0017394033574671388 0.001233424006509054 0.0018176139865620066 0.0015081981950069165 0.0015100073322632463 0.0012493784244611613 0.0013114475614379667 0.001001950696574605 0.0012598720181813405 0.0010153036917612823 0.0011115942870940643 0.0014149511961090155 0.0010127829342394534 0.0010043679272677686 0.0015123495921445232 0.0010426625241497511 0.0010098403444942462
leaf_count=19 132 48 48 58 157 127 153 23 74 80 33 369 116 98 56 213 273 51 148 19 214 35 248 51 75 74 73 56
internal_value=0 -4.20181e-05 -1.35617e-05 -4.1653e-05 -6.04623e-06 -7.27816e-05 -1.8118e-05 2.88765e-05 7.36796e-05 0.000477603 -1.0227e-05 -0.000188822 0.000242135 5.58335e-05 -4.53339e-05 -0.000156019 -0.000476038 8.67614e-05 -5.86257e-05 -0.000195548 0.000243942 -0.00053023 -0.000692197 0.000425411 0.000635237 0.000883008 0.000629495 0.000389552
internal_weight=0 0.0363554 0.0352387 0.0341459 0.032968 0.0298351 0.0274157 0.0262886 0.0246809 0.00424511 0.0204358 0.0119669 0.00846889 0.00608349 0.0102275 0.0087193 0.00376134 0.00495796 0.00251196 0.00364651 0.00485007 0.00237147 0.00241944 0.00383476 0.00282198 0.00273189 0.00313285 0.00209019
internal_count=3121 2989 2941 2922 2864 2687 2282 2129 2002 228 1774 1187 587 554 818 762 634 128 361 77 438 54 405 224 173 148 177 104
is_linear=0
shrinkage=0.00137286


Tree=1383
num_leaves=17
num_cat=0
split_feature=42 47 43 1 2 4 49 3 15 43 13 16 12 15 4 16
split_gain=9.93447e-05 0.000174171 0.000243405 0.000194953 0.000172006 0.000220067 0.000225796 0.000165146 0.000151477 0.000149441 0.00014458 0.000174064 0.00015426 0.000298907 0.000245255 0.000183377
threshold=-0.11466499999999999 0.13148500000000005 -0.17390999999999998 0.094385000000000011 -1.0000000180025095e-35 -0.031404999999999995 -0.043469999999999995 0.12178000000000001 -0.14147499999999996 -0.34140499999999996 -0.47860499999999995 0.15273500000000004 0.088615000000000013 -0.0063699999999999989 -0.077834999999999988 -0.092124999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 10 -5 -6 -7 8 -8 -2 -4 12 13 15 -15 -12
right_child=1 -3 3 4 5 6 7 -9 -10 -11 11 -13 -14 14 -16 -17
leaf_value=-0.0010310471774050368 0.00043697156159082373 -0.0015401103611129086 0.0008818985884448987 0.0019746510307815592 -0.0014754081166851293 0.0018796946987120879 0.0017413567029062359 -0.00103403283106425 -0.00016874417491570521 0.0025291506120831966 -5.7410836091396028e-05 -0.0021055225991178203 -0.0016025674165983201 -0.00047726977195386113 0.0020282935158320689 -0.0023052517496070083
leaf_weight=0.0013855376954791656 0.0011569753749136602 0.0010020804782131512 0.001134757117313253 0.0010053769621346242 0.0010231836324123833 0.0014345835232720816 0.0011254404651158678 0.0014315666237068037 0.0015527090826568104 0.0010005904950176605 0.0012508835236982319 0.0010827311896381628 0.001279219321029923 0.0011155932610787921 0.001365474644559949 0.0010484238114018517
leaf_count=171 85 59 21 149 209 121 126 79 131 56 125 238 705 408 106 332
internal_value=0 6.84952e-05 0.000158011 -1.20398e-05 0.000447616 0.000213851 0.000525598 5.29223e-05 0.000633939 0.00140724 -0.000432587 -0.00064143 -0.000379825 -5.26215e-05 0.000901686 -0.00108237
internal_weight=0 0.0190096 0.0180075 0.0158499 0.00757286 0.00656748 0.0055443 0.00410972 0.00267815 0.00215757 0.00827708 0.00714233 0.00605959 0.00478038 0.00248107 0.00229931
internal_count=3121 2950 2891 2750 815 666 457 336 257 141 1935 1914 1676 971 514 457
is_linear=0
shrinkage=0.00396435


Tree=1384
num_leaves=27
num_cat=0
split_feature=1456 1213 3 1374 11 3 15 159 52 9 48 16 42 1 47 48 3 4 150 3 1 484 16 43 1 1
split_gain=0.000538646 0.000559317 0.000401219 0.000427226 0.000393111 0.000367945 0.000543015 0.000395183 0.000549997 0.000356579 0.000325485 0.00027243 0.000271309 0.000328254 0.000424417 0.000503658 0.000400115 0.000314156 0.000764009 0.000600162 0.000484354 0.000462682 0.000291597 0.000450832 0.000346835 0.000192078
threshold=-1.0000000180025095e-35 -0.080769999999999995 0.30112000000000005 0.086000000000000007 0.087830000000000005 -0.12018999999999998 -0.015744999999999999 -0.22563499999999997 0.15116000000000002 -1.0000000180025095e-35 -0.075804999999999984 -0.0048099999999999992 -0.11466499999999999 0.13021500000000003 0.08265500000000002 0.10445500000000001 -0.074939999999999993 0.0061450000000000003 0.087000000000000008 0.12178000000000001 0.09253500000000002 0.085130000000000011 -0.078844999999999985 -0.078139999999999973 0.086105000000000015 0.11249000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 -7 9 -9 -11 -8 -12 14 17 16 -16 18 21 20 -19 22 24 -24 -14 -6
right_child=1 2 -4 -5 25 7 11 8 -10 10 12 -13 13 -15 15 -17 -18 19 -20 -21 -22 -23 23 -25 -26 -27
leaf_value=-0.00084535499338066363 -0.00093333297353056545 0.0012128584507867576 0.00077508710695645589 -0.00086301730586788668 -0.00094007055559981441 0.00085510381465846955 -0.00034503478332556552 0.00082863490151357231 -0.00091139433066816738 -0.00077542400551353942 -0.00054757074277116938 0.00050631463871942393 -0.00022207539774971987 0.00065397837798828102 -0.00018277130842468583 0.00035536287453891878 -0.0013745497813979638 0.00017973967738100003 -0.0010852711270626623 -0.0002756490527861853 0.0012434969413074764 0.0010235836967351286 0.00023233499148962337 -0.00073331298581965677 0.00077968024154178542 -0.00011023042221913388
leaf_weight=0.0014511156317418275 0.0011538647713865693 0.0013450834723489624 0.0014641731095172963 0.0010271198740713352 0.0010741005878633905 0.0010925442511351404 0.0012863465457115808 0.0010811620646725686 0.0012471036721081177 0.0010005160335788679 0.001419909156593401 0.0017259965829623481 0.0011924677402044177 0.0018110850986903784 0.0010543183558301417 0.0010906121461191631 0.0011603255473895393 0.0015587676193166153 0.0011571545605415512 0.0016606194467385649 0.0018185204308522884 0.0010004890569135227 0.0018945925308591063 0.0018976051860137991 0.0015700358372718881 0.0011144170377406226
leaf_count=288 295 73 132 73 77 102 57 76 137 77 80 72 278 87 98 55 65 156 115 15 73 47 177 294 85 37
internal_value=0 2.53558e-05 5.81368e-05 2.56179e-05 5.48219e-05 9.79164e-05 0.000473091 3.17513e-05 -6.34055e-06 4.41193e-05 4.274e-06 0.000142767 4.27282e-05 8.71543e-05 2.69646e-05 -0.000423586 -0.000807184 0.000135267 -2.56868e-05 0.000413614 0.000752526 0.000136599 1.21284e-06 -0.000250873 0.00034726 -0.000517507
internal_weight=0 0.0348989 0.0337451 0.0322809 0.0312538 0.0290653 0.00435743 0.0247078 0.0236153 0.0223682 0.021287 0.00301234 0.0202865 0.0188666 0.0170555 0.00330526 0.00221464 0.0137503 0.00871234 0.00503791 0.00337729 0.00755519 0.0065547 0.0037922 0.0027625 0.00218852
internal_count=3121 2833 2538 2406 2333 2219 202 2017 1915 1778 1702 129 1625 1545 1458 218 163 1240 996 244 229 881 834 471 363 114
is_linear=0
shrinkage=0.00140032


Tree=1385
num_leaves=15
num_cat=0
split_feature=11 3 1 457 1 3 13 3 2 43 43 3 13 4
split_gain=0.000114677 0.000165287 0.000169949 0.000164733 0.000159255 0.000238646 0.000220594 0.000182822 0.000375993 0.00011595 9.87336e-05 0.000188943 0.000152582 3.44648e-05
threshold=0.081790000000000015 -0.12018999999999998 0.077845000000000011 -0.0029299999999999994 0.08844500000000001 -0.055119999999999995 -0.094514999999999988 0.12178000000000001 0.10402500000000002 0.13895500000000002 -0.074359999999999996 0.048265000000000009 -0.0025349999999999995 -0.020529999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5 -6 8 10 13 12 -12 -8 -7
right_child=-2 3 -4 4 6 9 7 -9 -10 -11 11 -13 -14 -15
leaf_value=0.00017414765709050325 -0.00099229839586037136 -0.0012768479749017273 0.0022413049704733397 -0.0015925949951349 0.0016931764996591912 9.2703689633448001e-05 0.0014669359789724514 -0.001105647409187499 0.0021251199651032794 0.0011506407638235657 -0.0017158956235886966 0.00045332513887086199 -0.00045051279675499984 -0.0008940098728136127
leaf_weight=0.0014813063610326074 0.0016363847404666778 0.0015286534582385205 0.0010106903263170652 0.0018747795294203739 0.0015696168432235433 0.0011018146102963478 0.0011428338843866293 0.0015359665680492185 0.0014541924550992014 0.0011346862760752696 0.0012719883845752058 0.0011594257510996187 0.0013886344321565611 0.0010389664441312644
leaf_count=74 175 244 106 1355 154 77 203 54 178 57 253 50 49 92
internal_value=0 8.06759e-05 0.00101253 -6.26552e-05 6.38419e-05 -0.000486744 0.000361622 9.88251e-05 0.000387123 0.000146212 -0.000122134 -0.000681497 0.000415121 -0.000386169
internal_weight=0 0.0186936 0.002492 0.0162016 0.0146729 0.00515025 0.00952266 0.00795304 0.00641707 0.00327547 0.00496288 0.00243141 0.00253147 0.00214078
internal_count=3121 2946 180 2766 2522 1581 941 787 733 226 555 303 252 169
is_linear=0
shrinkage=0.00388662


Tree=1386
num_leaves=28
num_cat=0
split_feature=151 151 1456 1213 16 9 484 403 475 131 13 43 52 48 52 15 49 12 151 2 13 4 1 51 15 16 3
split_gain=0.000551969 0.000747028 0.000864864 0.00071437 0.000410813 0.000396553 0.000434302 0.000653858 0.000575368 0.000420327 0.000544036 0.00064365 0.000434785 0.000447007 0.000337155 0.000679953 0.000604766 0.000501652 0.000388166 0.000468421 0.000378362 0.000335878 0.000441 0.000312357 0.000293085 0.000384735 4.7454e-05
threshold=-0.27559499999999998 -0.10959499999999998 -1.0000000180025095e-35 -0.080769999999999995 -0.53943499999999989 -1.0000000180025095e-35 0.085515000000000022 -1.0000000180025095e-35 -0.074304999999999982 0.10033500000000002 -0.076384999999999995 0.16180500000000003 0.11434500000000002 0.10271500000000001 0.091275000000000009 -0.15914499999999995 -0.043469999999999995 1.0000000180025095e-35 0.077805000000000013 0.092480000000000021 0.24813000000000004 -0.077679999999999985 0.094385000000000011 -0.076794999999999988 -0.036009999999999993 0.083160000000000026 -0.081054999999999974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 -6 7 -7 -9 10 11 12 13 21 15 -12 18 -16 19 -17 24 26 -23 -8 -18 -26 -10
right_child=1 2 3 4 5 6 23 8 9 -11 14 -13 -14 -15 17 16 20 -19 -20 -21 -22 22 -24 -25 25 -27 -28
leaf_value=-0.00096659735222154861 0.001025922208079048 -0.0011105445132700519 -0.0010566543644575719 0.00089117236386119906 0.00083109156838471348 -0.0010008501950654347 7.951410933909893e-05 -0.00095619825732187063 0.00093840739937110557 0.00074294205230207588 0.0007111248146010917 -0.00056666582047621241 -0.00028540362628898421 -0.00019705036364784599 0.00060547612380618403 0.0001747036896931997 -0.0012409823213595773 -0.00043697072527511347 0.00065891799027491304 -0.00087301266961265715 -5.8051648096821642e-05 1.1890851753172721e-05 0.0011022116910075199 0.00089357114270069307 -0.0001651775310531659 -0.0012134217252072795 0.0013426295976667112
leaf_weight=0.0010764484364020879 0.0012690292202268685 0.0012816724622058953 0.0010901973794275035 0.0010208817589862909 0.0010664024303942412 0.0012751898899622241 0.0018914650227941365 0.0011247688332609576 0.0010215988206017101 0.0014054393293023706 0.0011329530970258716 0.0014580529006571474 0.0013292687992263463 0.0011350587961482805 0.002131542405081178 0.001923260871025791 0.0019684973380253643 0.0013761992781067267 0.0011700861891483783 0.0012925833626624694 0.0014461029269305925 0.0017254768705263733 0.0011007168416502511 0.0015565631711211827 0.0016909197965464702 0.0010150588048030151 0.0010847823833728398
leaf_count=74 83 283 294 75 81 550 73 216 31 56 70 50 112 37 35 50 167 117 15 47 35 143 87 118 144 59 19
internal_value=0 1.11293e-05 -2.49287e-05 1.54802e-05 5.05353e-05 2.3984e-05 -3.5535e-06 -5.94214e-05 -1.41748e-05 2.75276e-05 -1.43632e-05 0.000250663 0.000411772 0.000564506 -0.000169296 -0.000279531 -0.000386357 0.000196491 -4.89065e-06 -0.000246418 -0.000659711 0.000739751 0.000436538 0.000447009 -0.000845842 -0.000558392 0.00114658
internal_weight=0 0.0369838 0.0357147 0.0344331 0.0333429 0.032322 0.0312556 0.0278076 0.0265324 0.0254076 0.0240022 0.00885496 0.0073969 0.00606763 0.0151472 0.0116395 0.0105065 0.00350774 0.00438593 0.00321584 0.00612058 0.00493257 0.00282619 0.00344803 0.00467448 0.00270598 0.00210638
internal_count=3121 3047 2964 2681 2387 2312 2231 2040 1490 1274 1218 479 429 317 739 587 517 152 112 97 405 280 230 191 370 203 50
is_linear=0
shrinkage=0.00134594


Tree=1387
num_leaves=16
num_cat=0
split_feature=41 124 12 43 43 14 3 48 4 3 47 48 2 12 16
split_gain=0.000102305 0.000125975 0.00015622 0.000155653 0.000211723 0.000167875 0.00017189 0.000187259 0.000328333 0.000206983 0.00020439 0.000137014 0.000208046 0.000203582 6.71167e-05
threshold=0.078475000000000017 0.0049200000000000008 0.11650500000000001 -0.074359999999999996 -1.0000000180025095e-35 -0.10708499999999999 0.16158000000000003 0.085875000000000021 -0.059649999999999988 0.090900000000000009 0.090100000000000013 0.087310000000000013 0.086950000000000013 0.090455000000000021 -0.07550999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 11 -5 -6 7 8 -7 14 -9 12 13 -1 -10
right_child=-2 -3 -4 4 5 6 -8 10 9 -11 -12 -13 -14 -15 -16
leaf_value=-0.00029057023004506062 -0.001312414872176525 0.0017503827381213149 -0.0018298717231430459 -0.0021186527507381235 -0.0017591849893124829 -0.0011262003748780255 0.0020862498945745508 -0.0019698903551836769 0.0012931768415530092 0.0029094426469018831 0.00073415401084413678 0.002388946693514853 -0.00080808246301200418 0.0024620881091175547 -0.00041558825405017298
leaf_weight=0.0010830275676457475 0.0013115607351917849 0.0010024321991415333 0.0010378130757461848 0.0012222767135507328 0.0011183339885212371 0.0018366608331165648 0.0010278111384438579 0.0018385035593372345 0.0011239498100816259 0.0013171690007851566 0.0010122056480889041 0.0010011969725796654 0.0018870964487650022 0.0014916360289189967 0.001027570569924312
leaf_count=275 148 63 138 722 75 411 116 89 71 55 60 185 502 124 87
internal_value=0 8.29998e-05 -9.72781e-06 0.00010147 -0.000217016 8.59797e-06 0.000223864 -1.08308e-05 0.000525922 0.00140072 -0.00100976 0.000773339 0.000410805 0.00130419 0.000477067
internal_weight=0 0.0190277 0.0180253 0.0169874 0.0115245 0.0103022 0.00918387 0.00815606 0.00530535 0.00346869 0.00285071 0.00546296 0.00446176 0.00257466 0.00215152
internal_count=3121 2973 2910 2772 1686 964 889 773 624 213 149 1086 901 399 158
is_linear=0
shrinkage=0.00483252


Tree=1388
num_leaves=16
num_cat=0
split_feature=1447 403 3 13 43 2 2 133 3 2 1 48 15 49 0
split_gain=9.6709e-05 0.000112344 0.000130187 0.000123633 0.000158719 0.000161033 0.000215097 0.000255353 0.000212116 0.000240113 0.000265149 0.00018884 0.00020271 0.000173171 0.000105245
threshold=-1.0000000180025095e-35 0.085855000000000015 -0.20241999999999996 0.25761500000000009 -0.16318499999999997 0.098035000000000011 0.092365000000000017 -0.0061299999999999992 -0.084074999999999997 0.089885000000000007 0.095025000000000012 0.12879500000000002 1.0000000180025095e-35 -1.0000000180025095e-35 -0.15202999999999997
decision_type=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 -10 12 13 -7 -15
right_child=1 -3 3 -5 5 11 -8 8 9 -11 -12 -13 -14 14 -16
leaf_value=-0.0014104137651210704 0.0016916457863348586 -0.0014425173946730017 0.0015227128800621862 -0.0013647873989533663 -0.002296766420730267 0.0031410228639705585 -0.0023765042601051876 -0.0013797272039882194 -0.0012792531248530801 0.0024859326625527151 0.0014162108366035737 -0.0010272823282063872 -0.00068311150433792768 -0.00021107810599359068 0.001634550134972479
leaf_weight=0.0010045350397604727 0.0011123945458404996 0.0010059884464203089 0.0016557440221158749 0.0012333414987295557 0.0010032776534147081 0.0010098287530941885 0.0010721316327116925 0.0013302341657605811 0.0015841900374110119 0.0012222716486670615 0.0015653373373579471 0.0012940396372718155 0.0012201398698118426 0.0011125706063612739 0.0016629278827037797
leaf_count=300 133 272 104 62 389 107 211 341 332 73 231 59 132 51 324
internal_value=0 6.82299e-05 0.000152297 5.13677e-05 0.000162385 2.38204e-06 -0.000444726 -0.000135848 0.000244368 0.000738541 6.04115e-05 0.000554386 0.000963287 0.00149398 0.000894722
internal_weight=0 0.0190844 0.0180784 0.016966 0.0157327 0.0140769 0.00777744 0.00670531 0.00570203 0.0043718 0.00314953 0.00629951 0.00500547 0.00378533 0.0027755
internal_count=3121 2821 2549 2416 2354 2250 1577 1366 977 636 563 673 614 482 375
is_linear=0
shrinkage=0.00464487


Tree=1389
num_leaves=14
num_cat=0
split_feature=1374 457 11 4 16 2 43 52 16 16 3 13 4
split_gain=0.000100191 0.000199304 0.00016107 0.000177115 0.000196991 0.0001943 0.000155703 0.000274411 0.000156826 0.000242652 0.000139603 0.000198742 0.000109304
threshold=-0.094929999999999987 0.088350000000000026 0.087830000000000005 0.27044500000000005 -0.36241499999999999 0.11448000000000001 -0.074359999999999996 -0.088204999999999992 -0.0094449999999999968 -0.088159999999999988 -0.077774999999999983 0.0027400000000000007 -0.083644999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 10 -8 9 -9 12 -12 -6
right_child=1 -3 -4 -5 5 -7 7 8 -10 -11 11 -13 -14
leaf_value=-0.0010722017593420557 -0.0012984233567393737 0.0014356243593309722 -0.0013156990180850448 0.0010638836574408392 0.00037485490182825355 0.001111780130653756 -0.0019230803194273196 0.00028596053923322711 0.00075158852318266535 -0.0017016275572071758 0.0020268563753825714 -0.00012292332340122129 -0.0010111327738088897
leaf_weight=0.001030958022944616 0.0014834903982059418 0.0012119889999954161 0.0011469467977058825 0.0018855472511852258 0.0018305049436730947 0.0018513389429579705 0.0013149194777052047 0.0017482886998527996 0.0016990273115730734 0.0013480581887947152 0.0011374683925031697 0.0010026222175056887 0.0011469044941843087
leaf_count=55 114 119 118 291 174 230 205 316 181 590 174 33 521
internal_value=0 5.48768e-05 -4.02321e-05 4.87075e-05 -8.27361e-05 5.51523e-05 -0.000119074 -0.00049845 -0.000107808 -0.000579377 0.000333901 0.00101969 -0.000159031
internal_weight=0 0.0188071 0.0175951 0.0164482 0.0145626 0.0130791 0.0112278 0.00611029 0.00479537 0.00309635 0.0051175 0.00214009 0.00297741
internal_count=3121 3066 2947 2829 2538 2424 2194 1292 1087 906 902 207 695
is_linear=0
shrinkage=0.00352023


Tree=1390
num_leaves=15
num_cat=0
split_feature=133 3 50 48 4 49 51 16 0 0 52 12 15 52
split_gain=9.77008e-05 0.00014585 0.000215965 0.000211991 0.000249629 0.00016799 0.000163224 0.000150264 0.000174243 0.000312757 0.000167672 0.000197006 0.000172816 9.61695e-05
threshold=0.10622000000000002 0.16158000000000003 0.10647500000000001 0.11951500000000001 0.27834500000000006 0.0093850000000000027 0.08955500000000001 -0.36241499999999999 -0.10607499999999999 -0.084269999999999984 -0.24456499999999998 0.084100000000000022 0.013270000000000002 -0.0064899999999999992
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 13 -10 -11 -12 -13 -9
right_child=-2 -3 -4 -5 -6 -7 -8 8 9 10 11 12 -14 -15
leaf_value=-0.0017817623589456116 -0.0013404106565904994 0.0015903769632655404 -0.0022442049328630959 -0.0020621797232314473 0.0019989556510778906 0.0018586124614857816 -0.0019410447785510026 0.00044881241337622066 -0.0026966175694845742 -0.0014018202863086929 0.0021540921509655702 -0.0013005127475184724 0.0013819687135862417 0.0022127071198594166
leaf_weight=0.0010405282785805872 0.0012935132149151088 0.001502129997712486 0.0010575379540377896 0.0010659835619257754 0.0018269766031568666 0.0011365661109661038 0.0011777877634222564 0.0018773786701193895 0.0010958727639379107 0.0011869678571279074 0.0015495951876216569 0.0013946912426785474 0.0010750619934389305 0.0013383394649242319
leaf_count=85 435 149 264 58 217 397 140 95 446 134 126 136 392 47
internal_value=0 8.9301e-05 -4.47282e-05 0.000102809 0.000259807 1.29778e-05 -0.000165758 3.22741e-05 0.00023059 -0.000255341 0.000258521 0.000748843 -0.000132852 0.00118292
internal_weight=0 0.0183254 0.0168233 0.0157657 0.0146998 0.0128728 0.0117362 0.0105584 0.00951791 0.00630219 0.00520632 0.00401935 0.00246975 0.00321572
internal_count=3121 2686 2537 2273 2215 1998 1601 1461 1376 1234 788 654 528 142
is_linear=0
shrinkage=0.00502775


Tree=1391
num_leaves=14
num_cat=0
split_feature=1 52 11 13 160 457 151 52 2 42 3 3 160
split_gain=9.48397e-05 0.000183061 0.00013821 0.000138138 0.000262566 0.000224499 0.00024191 0.000277104 0.000183059 0.00014544 0.000125351 0.000111311 7.37894e-05
threshold=0.12337000000000002 0.11434500000000002 0.081790000000000015 -0.084034999999999985 -0.081069999999999989 0.069910000000000014 -1.0000000180025095e-35 -0.016329999999999997 0.097845000000000015 0.08623500000000002 -0.028564999999999997 0.10299500000000002 0.088405000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 -5 6 -6 -8 9 -1 -9 -2 -7
right_child=11 -3 -4 4 5 12 7 10 -10 -11 -12 -13 -14
leaf_value=-0.0010374117184774607 0.0017271958834105719 -0.0015407194908818858 -0.0015413467008067465 0.0017663674898873664 -0.002973450104589576 -9.3933151840840658e-06 -0.0023993709899386502 -0.00063125711565200921 0.0019517370009513547 0.0012088181923081392 0.0010874401007211214 2.9072887985134632e-06 0.0016819381014430655
leaf_weight=0.0012710424199251216 0.0013175156399440327 0.0017414186107105314 0.0010841669254777484 0.0012622108183780205 0.0010004286180906891 0.0011354937742035776 0.0012045200358034589 0.0019957588819935488 0.0017626821814316074 0.0011284438962919363 0.0015740075854946377 0.0018901493520893098 0.0010113364786237256
leaf_count=301 157 438 144 154 119 108 352 740 114 232 79 137 46
internal_value=0 -0.000146027 2.22839e-05 0.000149307 -0.000162585 -0.000469943 -0.000937365 -0.000510713 0.000837492 1.89579e-05 0.000126563 0.000711141 0.000787365
internal_weight=0 0.0161715 0.0144301 0.0133459 0.00918376 0.00792155 0.00577472 0.00477429 0.00416217 0.00239949 0.00356977 0.00320766 0.00214683
internal_count=3121 2827 2389 2245 1598 1444 1290 1171 647 533 819 294 154
is_linear=0
shrinkage=0.00455379


Tree=1392
num_leaves=16
num_cat=0
split_feature=51 1 50 15 15 133 52 16 42 51 15 1 133 4 0
split_gain=9.8836e-05 0.000256504 0.000227506 0.000159823 0.000278717 0.000149376 0.000250622 0.000221132 0.000129465 0.000139768 0.000163913 0.000207636 0.000182511 0.000235646 4.31813e-05
threshold=-0.40274499999999996 0.14000500000000002 0.10124500000000002 -0.24436499999999997 -0.11713499999999999 0.10622000000000002 -0.11592499999999999 0.19444000000000003 -0.085874999999999993 -0.082744999999999985 -0.095869999999999983 0.10060500000000001 0.083950000000000011 -0.0024449999999999997 -0.077809999999999976
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 -6 8 -8 -10 -11 12 13 14 -12
right_child=1 -3 -4 4 5 -7 7 -9 9 10 11 -13 -14 -15 -16
leaf_value=-0.0014733727981868726 0.0017843474684114125 0.0021833949971728169 -0.0022659588132220325 -0.0020529832402722244 -0.0018416165911464694 -0.0015517239920539905 -0.0013347400426823221 0.0024683730753910366 -0.0012152057655682275 -0.00066404620960223992 0.0016489635509610286 0.0024625580251962068 0.0022658360726763851 -0.0017377620152814242 0.00024567097480035949
leaf_weight=0.0010129181081873764 0.0011691855026263421 0.0012574284973365093 0.0010423205563417906 0.0014904725583493846 0.0011477301761212812 0.0011019554812924668 0.0010264511807517333 0.0012233816325823996 0.0010046912134994458 0.0016207884063718101 0.0010125895315703246 0.001763497085379151 0.0010324864591559901 0.0012282732634604811 0.0010360383768865944
leaf_count=114 148 119 358 209 357 326 242 39 135 93 418 167 144 124 128
internal_value=0 7.76993e-05 -7.89743e-05 6.47768e-05 -7.21002e-05 0.000151606 0.000306782 0.000532005 0.00028841 0.000479949 0.000701314 0.00106571 0.000494095 -6.41456e-05 0.000939286
internal_weight=0 0.0181573 0.0168999 0.0158575 0.0146884 0.0131979 0.0120959 0.0109482 0.00972482 0.00869836 0.00769367 0.00607288 0.00430939 0.0032769 0.00204863
internal_count=3121 3007 2888 2530 2382 2173 1847 1490 1451 1209 1074 981 814 670 546
is_linear=0
shrinkage=0.00483252


Tree=1393
num_leaves=29
num_cat=0
split_feature=1456 1213 1429 484 403 453 49 4 3 9 156 158 376 130 47 42 43 15 0 0 49 150 52 3 3 0 484 1
split_gain=0.000510489 0.000452134 0.000452638 0.000450775 0.000574779 0.000557982 0.000540176 0.000417629 0.000472726 0.00035566 0.000428375 0.000479624 0.000460872 0.00047994 0.000537801 0.000612695 0.000812326 0.000399846 0.00054951 0.000780617 0.000427661 0.000297523 0.000279587 0.000242398 0.000237237 0.000205931 0.000105192 3.37264e-05
threshold=-1.0000000180025095e-35 -0.080769999999999995 -1.0000000180025095e-35 0.085515000000000022 -1.0000000180025095e-35 1.0000000180025095e-35 -0.006494999999999999 0.27044500000000005 -0.14989499999999997 -1.0000000180025095e-35 0.084085000000000007 1.0000000180025095e-35 0.11430500000000002 -1.0000000180025095e-35 0.10323000000000002 -0.095859999999999987 -0.17390999999999998 -0.095869999999999983 -0.082974999999999979 0.051010000000000007 -0.069799999999999987 0.087380000000000013 -0.078224999999999975 0.076840000000000006 0.10893000000000001 -0.055064999999999996 0.091880000000000003 0.096575000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 7 -5 9 -9 -6 11 12 13 -11 15 -15 -17 27 20 -20 21 -19 -22 -24 -10 -16 -8 -18
right_child=1 2 3 6 5 -7 26 8 24 10 -12 -13 -14 14 25 16 17 18 19 -21 22 -23 23 -25 -26 -27 -28 -29
leaf_value=-0.00076400292227560165 -0.00083733886422541679 -0.00086770431231549938 -0.00083873155425034419 -0.000229227800650675 0.00084099901897456892 -0.00082814088844766168 0.0013346398893135537 -8.2169115626113277e-05 0.0013124001875748112 -0.0005994275445369724 -0.00075120325348655985 -0.00085977079872917692 -0.00071327614285634675 -0.0009279840621887436 0.0004192904593819395 0.0010528028214463851 -0.00068517602079199162 0.00037106189998325795 -0.00090251146090855356 0.00035789083863740104 6.1636553873383062e-05 -0.00058128044100252149 0.00050453426808567492 0.0012674926973336032 0.00042173069857450335 0.001191607714854642 0.00069706353569288745 -0.00032438603128110913
leaf_weight=0.001672224254138043 0.0011488873154072978 0.001012120324508591 0.0014182966801857813 0.0010328824048038143 0.0010599254517469339 0.0012876154706094036 0.001011204159043543 0.0014699110625626677 0.0013555738833845856 0.001522855641437725 0.0013597301377454843 0.0010626402017499528 0.0012714698667650728 0.0010240359347597474 0.0013927688097341573 0.0018767502512471107 0.0010079927878789861 0.0014961642757764793 0.0018625919393937835 0.0019962270155984285 0.0010856193316305385 0.0011284167342207052 0.0016508835618210711 0.0016156768641266694 0.0010334977560488845 0.0013173003712836353 0.0010185183010333887 0.0010243761237802573
leaf_count=288 295 132 556 58 46 65 63 41 127 102 163 119 11 72 67 21 68 37 269 55 44 38 132 23 84 17 109 19
internal_value=0 2.72014e-05 5.52635e-05 8.24327e-05 3.22946e-05 7.36086e-05 0.00059518 0.000114186 0.000542664 4.73933e-05 1.18945e-05 5.83494e-05 0.000104212 0.000156178 0.000218448 0.000119412 0.000192155 6.6632e-05 0.000173536 -0.000250486 0.000408061 -3.83898e-05 0.000677293 0.000881902 0.000927102 0.000794696 0.0010147 -0.000503327
internal_weight=0 0.0365439 0.035395 0.0343829 0.0313203 0.029902 0.0030626 0.0286144 0.00385898 0.0247554 0.0236955 0.0223358 0.0212731 0.0200017 0.0184788 0.0157687 0.0147447 0.0128679 0.0108356 0.00385882 0.00697676 0.00262458 0.00435218 0.00326656 0.00238907 0.00271007 0.00202972 0.00203237
internal_count=3121 2833 2538 2406 2176 1620 230 1555 252 1303 1257 1094 975 964 862 778 706 685 598 324 274 75 199 155 211 84 172 87
is_linear=0
shrinkage=0.00140032


Tree=1394
num_leaves=14
num_cat=0
split_feature=1 0 4 15 403 4 15 47 42 1374 160 1 1
split_gain=8.67749e-05 0.000181429 0.000218947 0.000170264 0.000155823 0.000191942 0.000194379 0.000174235 0.000208673 0.000137076 0.000260203 0.000185277 0.000308741
threshold=0.077565000000000009 0.024095000000000002 -0.49405499999999997 0.083935000000000023 0.03138500000000001 -0.010024999999999997 1.0000000180025095e-35 0.13148500000000005 0.095885000000000012 -0.094929999999999987 0.032695000000000009 0.096255000000000021 0.111945
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 -2 8 9 -7 11 -11 -13
right_child=4 2 -4 -5 -6 7 -8 -9 -10 10 -12 12 -14
leaf_value=-0.0022106675802380923 -7.514491258775528e-05 -0.0011038331048260986 0.0014921610672344969 -3.5124037375347288e-05 0.001879404719248723 -0.0012029902235566679 -0.0024234537516817068 -0.0012281173963369523 0.0024525067147500904 0.0016568118512679886 0.002256751189267223 -0.0017785907309146528 0.00079138192452156463
leaf_weight=0.0016145322459238378 0.0019461571542286346 0.0011386350283291158 0.0015014525903396247 0.0012898624267806413 0.0010055108988407122 0.0010089029293993707 0.0010994683955865003 0.0011981690247484531 0.0010508536626183951 0.0011410858638525295 0.0014131983329307429 0.0017342217314375574 0.0020134497978629706
leaf_count=857 337 34 49 696 109 28 332 36 111 107 97 118 210
internal_value=0 -0.000474517 0.000372543 -0.00124449 0.000188067 5.31527e-05 -0.000922883 0.000364102 0.000592255 0.000324864 0.000569464 8.17184e-05 -0.000397864
internal_weight=0 0.00554448 0.00264009 0.00290439 0.013611 0.0126055 0.00304563 0.00955988 0.00836171 0.00731086 0.00630196 0.00488876 0.00374767
internal_count=3121 1636 83 1553 1485 1376 669 707 671 560 532 435 328
is_linear=0
shrinkage=0.0044645


Tree=1395
num_leaves=29
num_cat=0
split_feature=14 160 1213 484 9 3 483 159 457 16 43 42 3 51 13 0 52 160 2 475 15 0 12 1 15 0 15 52
split_gain=0.000600111 0.00060752 0.000538825 0.000433394 0.000454448 0.000452708 0.000387159 0.000443966 0.000376579 0.000506828 0.000648291 0.000675364 0.000705057 0.00058259 0.000559127 0.000530299 0.000539437 0.000485283 0.000377864 0.000370063 0.000337118 0.000710296 0.000335844 0.000330968 0.000233927 0.000207917 4.45535e-05 9.13158e-06
threshold=0.076175000000000007 -0.40698999999999991 -0.080769999999999995 0.085515000000000022 -1.0000000180025095e-35 0.30112000000000005 0.0015150000000000003 -0.22563499999999997 -0.0029299999999999994 -0.072804999999999981 -0.074359999999999996 -0.090989999999999988 -0.074479999999999977 0.092235000000000011 -0.084034999999999985 -0.23001499999999997 0.084505000000000011 0.086325000000000013 0.097220000000000015 -0.051009999999999993 -0.11033999999999998 -0.10324499999999999 0.088365000000000013 0.10752500000000002 -0.090644999999999989 -0.071924999999999989 -0.089024999999999979 -0.092399999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 7 -6 26 13 11 -11 18 14 22 -12 24 20 -13 -5 -16 -22 -10 -24 -17 -21 -9 -26
right_child=-2 2 3 19 5 -7 -8 8 9 10 15 12 -14 -15 17 16 -18 -19 -20 25 21 -23 23 -25 27 -27 -28 -29
leaf_value=-0.00087851675827052523 -0.00076499851607275259 -0.00080661892609207124 0.00084907022724412245 0.001077193792398085 0.00081827974639989501 0.00074951390318347651 -0.00077792711183649827 -0.00076799663491116234 0.00084140116546371551 -0.00050952581174016427 0.00037688860012657682 -0.00032451357153747714 0.0011682926577894462 0.0010187355085919932 -0.00057906063745465151 -0.00049646104532115114 -7.0426717480554901e-05 -0.00095745327805719005 0.00064385607250030583 -0.00017437070636819056 0.00082757298230996053 -0.00034699362518674187 -0.00037755285964501622 0.00058281206227508151 -0.0012937494149878571 0.0006249882078591736 -0.00038308333680940306 -0.0011234991667946224
leaf_weight=0.0012266581334492424 0.0017237548973829666 0.0011931033579543051 0.001089152491327571 0.0012434630040196737 0.0010524936176623525 0.0012824461933593758 0.0011311608758830518 0.0010096726560733238 0.0019748706532614034 0.0019570160314685836 0.0010195205313436873 0.0017771859015811575 0.0013810922816883675 0.0012991175319267976 0.0011991857174695683 0.0011940786820616722 0.0017766917795265513 0.0010617319496537547 0.0010867753742731523 0.0011827825585561946 0.0016579575809316724 0.0017940547306305558 0.0011556682622781977 0.0012503507896042265 0.0011081682371351931 0.0010092555512049009 0.0010034609696858423 0.0010058174752353224
leaf_count=226 101 299 82 121 59 97 231 40 108 70 13 152 65 58 86 74 78 45 45 93 51 411 39 29 180 54 74 140
internal_value=0 1.63175e-05 4.77724e-05 7.80181e-05 2.85941e-05 -2.032e-06 -3.65823e-05 -5.25095e-06 -3.89608e-05 6.66935e-06 -0.00017536 0.000119214 0.00040907 0.000203293 9.83421e-05 -0.000474654 -0.000645393 -0.000168286 4.29496e-05 0.000513457 1.1858e-05 0.000217136 0.00044604 0.000121526 -0.000954196 0.000193669 -0.000576134 -0.00121275
internal_weight=0 0.0361229 0.0348963 0.0337032 0.0302677 0.0291785 0.0278961 0.0267649 0.0257124 0.0236993 0.0123063 0.00620207 0.00424505 0.0113929 0.0100938 0.00610428 0.00508476 0.00571293 0.00286396 0.0034355 0.0046512 0.00345201 0.00438089 0.00240602 0.00330806 0.00219204 0.00201313 0.00211399
internal_count=3121 3020 2794 2495 2227 2145 2048 1817 1758 1644 817 332 262 827 769 485 472 593 197 268 548 462 176 68 394 147 114 320
is_linear=0
shrinkage=0.00129368


Tree=1396
num_leaves=30
num_cat=0
split_feature=151 151 1456 1213 4 11 14 160 50 484 403 133 457 13 42 47 39 13 49 2 48 160 0 0 4 484 0 2 16
split_gain=0.000551944 0.000705005 0.000809732 0.000650884 0.000440281 0.000494763 0.00044273 0.000433486 0.000485503 0.000527894 0.000669272 0.000479987 0.000506346 0.0005526 0.000573686 0.000413944 0.000377711 0.000426212 0.000503088 0.000406488 0.000370612 0.000453601 0.000543163 0.000379018 0.000254968 0.000194591 0.000164879 0.000129201 0.00011857
threshold=-0.27559499999999998 -0.10959499999999998 -1.0000000180025095e-35 -0.080769999999999995 0.27287000000000006 0.080320000000000016 -0.46885499999999997 -0.091944999999999985 0.096530000000000019 0.084040000000000017 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0029299999999999994 -0.53104499999999988 -0.11466499999999999 0.096475000000000019 0.056590000000000008 -0.084034999999999985 -1.0000000180025095e-35 0.11215000000000001 0.092475000000000016 0.086075000000000013 -0.10607499999999999 -0.077809999999999976 -0.10429499999999998 0.08764000000000001 -0.071339999999999987 0.098260000000000014 -0.16075999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 7 -6 26 9 10 -9 -12 -13 -14 -15 28 17 18 -16 20 21 22 -19 -24 -25 -11 -5 -20 -8
right_child=1 2 3 4 6 -7 15 8 -10 25 11 12 13 14 16 -17 -18 19 27 -21 -22 -23 23 24 -26 -27 -28 -29 -30
leaf_value=-0.0010750333433862901 0.0011100875101806155 -0.0011886483812705514 -0.0010624297390087116 -0.00097711797898356045 -0.00031375552294535334 -0.00099519895830628121 0.0014025392271353554 -0.0011459851601868282 0.00090343284011977683 0.0011019476316250646 -0.00088838712526646466 -0.0006646057006775291 -0.00085494513115925313 -0.00070815385546583803 -4.0127553034067689e-05 -2.0043937380285151e-06 0.00098198114747301626 0.00093762417185335779 0.00072941237570292507 -0.00066931385955545757 0.00092919835712562693 -0.00080131563805445252 -0.00072023392432282892 -0.00024487449535214094 0.00075574059174041402 0.00023207404086196521 -0.0001707185421777406 0.0014035997205930528 0.00073331928920219492
leaf_weight=0.0010242047961046543 0.0011944384499500407 0.0012311541882941137 0.0011495701910542158 0.0011554170628210736 0.0011215622017166638 0.0010521897169586394 0.0012316461058271555 0.001108160202198282 0.0014275137960843001 0.0011991011036975854 0.0011665308214083838 0.0017737531900270378 0.0010769639693535204 0.0012849950998319324 0.0015056106568636096 0.0010709873412222404 0.0015713898260472101 0.0015667413269397825 0.0013500040177580825 0.0014156455193718998 0.0011855991474192251 0.0011146857573178792 0.0012938430410805914 0.001037611425127585 0.0011282350085855385 0.0010019200711610665 0.0010073884080326048 0.0010908515246512707 0.0010334568068461883
leaf_count=74 83 283 294 229 43 127 202 466 186 47 223 93 8 43 54 29 98 20 47 53 26 40 85 35 65 53 48 23 44
internal_value=0 9.76619e-06 -2.8492e-05 1.46321e-05 5.33587e-05 -1.54564e-05 0.000478109 2.35005e-05 7.91315e-05 2.76834e-05 -4.45415e-05 1.78523e-05 7.53191e-05 0.000154277 0.000224195 0.000744326 0.000308209 0.000224769 0.00062218 4.53703e-05 0.000183459 3.94876e-05 0.000225948 -9.63385e-05 0.000276367 0.000705975 -0.000601514 0.00103072 0.00109721
internal_weight=0 0.035547 0.0343525 0.0331214 0.0319718 0.0275142 0.00445765 0.026462 0.0242992 0.0228716 0.0206706 0.0195625 0.0183959 0.0166222 0.0155452 0.00333609 0.0142602 0.0126888 0.00394647 0.00874236 0.00732672 0.00614112 0.00502643 0.00345969 0.00216585 0.00220102 0.00216281 0.00244086 0.0022651
internal_count=3121 3047 2964 2681 2387 2069 318 1942 1665 1479 1379 913 690 597 589 275 546 448 124 324 271 245 205 185 100 100 277 70 246
is_linear=0
shrinkage=0.00145689


Tree=1397
num_leaves=15
num_cat=0
split_feature=160 51 1 12 48 4 1 15 3 12 52 4 0 13
split_gain=8.8466e-05 9.56586e-05 0.000284437 0.000150801 0.000142652 0.000129487 0.000202284 0.000149535 0.000255572 0.000175227 0.000180686 0.000203226 0.000154409 0.000137107
threshold=-0.23055499999999998 -0.40274499999999996 0.13436000000000001 0.11650500000000001 0.12230500000000001 0.24564500000000003 0.111945 -0.10203999999999998 0.10299500000000002 0.092355000000000007 0.091275000000000009 0.0061450000000000003 -0.084269999999999984 -0.0087749999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 7 -7 -3 9 10 11 12 -9 -14
right_child=1 2 -4 -5 -6 6 -8 8 -10 -11 -12 -13 13 -15
leaf_value=-0.0011493691883454403 -0.0011161419092345554 -0.0013532169463370133 0.0017585929676223779 -0.0014525662368399797 -0.0013281932143399547 0.00012094819766533738 0.0023115315306867523 -0.0014382394228569517 0.0017906722983393227 -0.0014712220016545564 0.0015210677424984465 0.0011638217294907532 0.00077862014232667155 -0.0010736265626274876
leaf_weight=0.0010063242743419678 0.0010297783347652514 0.0011688357340840201 0.0015318395297749801 0.0010910929780446601 0.0010571276258777304 0.0017761505236633121 0.0010566142770664921 0.0018591461913993468 0.0012899658299696535 0.0012542823884074406 0.001225123831267716 0.0014054265954488443 0.0016046120559162491 0.0010320050260216353
leaf_count=326 111 182 164 102 62 135 95 563 79 508 144 95 293 262
internal_value=0 5.77912e-05 0.000127459 -3.04787e-05 7.48644e-05 0.000183348 0.00093803 -1.38799e-05 0.000148 -0.000104845 0.000135647 -0.000151975 -0.000563309 5.36275e-05
internal_weight=0 0.018382 0.0173522 0.0158204 0.0147293 0.0136722 0.00283276 0.0108394 0.00967056 0.0083806 0.00712631 0.00590119 0.00449576 0.00263662
internal_count=3121 2795 2684 2520 2418 2356 230 2126 1944 1865 1357 1213 1118 555
is_linear=0
shrinkage=0.00396435


Tree=1398
num_leaves=28
num_cat=0
split_feature=39 42 1213 43 123 133 1348 484 15 14 38 3 48 0 457 160 13 3 133 4 1 4 4 0 15 47 1
split_gain=0.00104638 0.000811596 0.000511809 0.000516515 0.000643914 0.000753443 0.000492177 0.00075771 0.000581245 0.00046001 0.000368764 0.000495093 0.000485423 0.000436342 0.000578145 0.000489228 0.000538094 0.000452865 0.00045105 0.000514539 0.000415261 0.000564481 0.000399023 0.000367204 0.000340029 0.00033061 0.00010762
threshold=0.16946000000000003 -0.11466499999999999 -0.080769999999999995 0.24789500000000006 0.088610000000000008 -0.085499999999999979 0.090205000000000021 -0.0068949999999999992 -0.24436499999999997 0.062655000000000016 1.0000000180025095e-35 0.16158000000000003 0.12879500000000002 -0.10607499999999999 -0.0029299999999999994 -0.082299999999999984 -0.0034749999999999994 -0.10023499999999998 0.061605000000000007 -0.083854999999999985 0.091615000000000016 -0.0016099999999999997 -0.27825499999999997 -0.090644999999999989 -0.031204999999999997 0.097480000000000011 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
left_child=1 -1 -3 4 5 26 7 -7 -9 10 11 12 13 14 -10 -15 18 22 24 -20 21 -16 -18 -19 -17 -22 -4
right_child=-2 2 3 -5 -6 6 -8 8 9 -11 -12 -13 -14 15 20 16 17 23 19 -21 25 -23 -24 -25 -26 -27 -28
leaf_value=-0.0009700627440883267 0.0014573418431339704 -0.00097391458380276024 0.00053156061089369808 -0.00085160737931172883 0.0011277562729067221 -0.00095073929857927191 0.00096720093834327069 0.00075729341319620428 -0.00053393066526811561 -0.0010117586875284363 -0.00086318035659668974 0.00093168338481088811 -0.00081455945703251022 -0.00097267074910930066 0.00083289934066034337 0.00037164967926134297 -0.00052126346351887964 -0.0002540571249918428 0.0011965331003332929 -2.830327016682864e-05 0.0012343062028538629 -0.00048478567757970957 0.00070783177352421605 -0.0014569869819005747 -0.000560047339845374 0.00021177598112311009 0.0011886530947704899
leaf_weight=0.0019325502944231845 0.0010027118869473375 0.0011088219142474367 0.0010334311825918865 0.0013476780760237608 0.0011747912979215283 0.0019235135376144399 0.0010093323634858811 0.0019717322212020527 0.0013801115223284199 0.00104311918404587 0.0010570104151432771 0.0011900846527197464 0.00156581382268861 0.0013329626118850904 0.001257976037862818 0.0015467810711129459 0.0012506443477988682 0.0010004003297017228 0.0016388710142507422 0.0013097652296747532 0.0019972207708622847 0.0015284847023906293 0.0010161573283724579 0.0011668560307711824 0.0017977309798098374 0.0010108250903613225 0.0010839707549461508
leaf_count=169 23 307 148 172 122 418 33 136 35 51 32 56 36 275 17 86 71 20 44 320 69 45 49 139 182 13 53
internal_value=0 -5.1143e-05 -3.04593e-08 3.20747e-05 6.89594e-05 2.89802e-05 -3.22859e-05 -6.83329e-05 -3.20805e-06 -6.54519e-05 -2.26229e-05 1.77796e-05 -3.45084e-05 2.89919e-05 0.000313487 -0.000140255 -3.68186e-05 -0.000425547 0.000237074 0.000652469 0.000515321 0.000110097 2.97129e-05 -0.000901717 -0.000129153 0.000890695 0.000867949
internal_weight=0 0.0366766 0.0347441 0.0336353 0.0322876 0.0311128 0.0289954 0.0279861 0.0260625 0.0240908 0.0230477 0.0219907 0.0208006 0.0192348 0.00717462 0.0120602 0.0107272 0.00443406 0.00629315 0.00294864 0.00579451 0.00278646 0.0022668 0.00216726 0.00334451 0.00300805 0.0021174
internal_count=3121 3098 2929 2622 2450 2328 2127 2094 1676 1540 1489 1457 1401 1365 179 1186 911 279 632 364 144 62 120 159 268 82 201
is_linear=0
shrinkage=0.00145689


Tree=1399
num_leaves=15
num_cat=0
split_feature=484 15 15 133 160 151 160 52 13 2 49 0 3 2
split_gain=8.33446e-05 0.000114669 0.000115883 0.000131261 0.000137667 0.000224248 0.000237504 0.00028063 0.000287815 0.000272839 0.000405418 0.000127946 0.00010814 0.000104463
threshold=-0.0068949999999999992 -0.24436499999999997 -0.11713499999999999 0.10622000000000002 0.092865000000000017 -0.086944999999999981 -0.082869999999999985 0.096795000000000006 -0.084034999999999985 0.090050000000000005 -0.047584999999999995 -0.10151999999999999 -0.073884999999999992 0.083995000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -7 8 13 11 -11 -10 -13 -8
right_child=1 2 3 -5 -6 6 7 -9 9 10 -12 12 -14 -15
leaf_value=-0.0012032456486242426 0.0014029579136964701 -0.0012784644963550807 0.0025715379661012398 -0.0014878413775249531 -0.0011921894303724976 -0.0014693350098071514 0.00031483878186709408 0.0024362472392693455 0.0016008573700563278 0.00061513005919670719 -0.0033971318852409676 0.00082920216107529429 -0.0013483630582431655 0.0023160834910568567
leaf_weight=0.0012679308496065791 0.0014076870184345494 0.0015802227213684251 0.0010088003864074943 0.0011297421386247683 0.0014376275103201728 0.0017054373336355131 0.001022915688414729 0.0014639633696212915 0.0013305824633800273 0.0010222432840234497 0.0013849077920712882 0.0010194435193621818 0.001115200690242622 0.0015058379730321647
leaf_count=503 232 187 142 331 121 327 92 119 34 68 277 400 79 209
internal_value=0 7.83172e-05 -3.31605e-05 9.67594e-05 0.000224475 0.000386379 0.000195861 0.000483734 0.000143493 -0.000443466 -0.00169325 0.000424706 -0.000308422 0.00150655
internal_weight=0 0.0181346 0.0167269 0.0151467 0.014017 0.0125793 0.0115705 0.00986509 0.00840113 0.00587238 0.00240715 0.00346523 0.00213464 0.00252875
internal_count=3121 2618 2386 2199 1868 1747 1605 1278 1159 858 345 513 479 301
is_linear=0
shrinkage=0.00483252


Tree=1400
num_leaves=17
num_cat=0
split_feature=1 0 133 403 150 151 4 15 3 2 4 1 51 2 1 3
split_gain=9.14133e-05 0.000182919 0.000184313 0.000143962 0.0001643 0.000315333 0.000138742 0.000309541 0.000247793 0.000184875 0.000132504 0.00012652 0.000110783 0.000109797 0.000109571 4.65161e-05
threshold=0.077565000000000009 -0.059114999999999994 0.083950000000000011 0.03138500000000001 0.081835000000000019 -0.055494999999999996 -0.019614999999999997 -0.016799999999999995 0.095270000000000007 0.091055000000000011 -0.49405499999999997 0.11507500000000002 0.067785000000000012 0.10402500000000002 0.11230000000000001 -0.10831999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 12 8 9 14 -3 -10 -2 -7 -8 -12
right_child=3 10 -4 -5 5 13 7 -9 11 -11 15 -13 -14 -15 -16 -17
leaf_value=-0.0027194466259242091 -0.0020267622451253242 -0.0010247718400878327 -0.00025238317601111076 0.0017248061997822473 0.0027534499053000483 -0.0010785548387821891 -0.0010574315078395167 0.0019062756011185606 -0.00048902442921545941 0.0018703092818675292 0.0014456533237253795 -0.0026298750020926631 -0.00016180102806257233 0.00088285616958771605 0.00071030476613902617 0.00018826769733010413
leaf_weight=0.0010557894265653322 0.0012214781186634677 0.0011202182938236382 0.0011817949325655386 0.001032490095227879 0.0011042053575444077 0.001030674452915826 0.0014971553346301309 0.0013665789073968836 0.0010081236207923894 0.0010025217973079759 0.0010428557965269647 0.0010252755473194597 0.0011282730748503056 0.0010722691689885044 0.0011352476609863549 0.0011275120549971707
leaf_count=794 439 35 666 109 174 69 124 86 41 129 28 67 104 46 97 113
internal_value=0 -0.000469869 -0.00141645 0.000184379 5.80683e-05 0.000896558 -0.000228481 7.3063e-05 -0.000368907 0.000302141 0.000173803 -0.00156848 -0.00113127 -7.84517e-05 -0.000295079 0.000792438
internal_weight=0 0.00552817 0.00223758 0.0136243 0.0125918 0.00320715 0.00938465 0.0070349 0.00566832 0.00363492 0.00329059 0.0020334 0.00234975 0.00210294 0.0026324 0.00217037
internal_count=3121 1636 1460 1485 1376 289 1087 544 458 350 176 108 543 115 221 141
is_linear=0
shrinkage=0.00429114


Tree=1401
num_leaves=13
num_cat=0
split_feature=41 3 457 160 133 16 43 13 2 3 13 4
split_gain=9.40499e-05 0.000142411 0.000134892 0.000167545 0.000145989 0.000238894 0.000232225 0.000181925 0.000175986 0.000380492 0.000214017 0.000125433
threshold=0.078475000000000017 -0.12018999999999998 -0.0029299999999999994 -0.082869999999999985 -1.0000000180025095e-35 0.033715000000000009 -0.074359999999999996 -0.15078499999999997 0.11215000000000001 0.090900000000000009 -0.0030199999999999997 -0.27825499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 -3 -4 -5 8 -7 -8 9 10 -6 -1
right_child=-2 2 3 4 5 6 7 -9 -10 -11 -12 -13
leaf_value=-0.00013905867122783187 -0.0013701386581885366 -0.0015910947530989364 -0.0014470880015616514 -0.0012016728803529164 0.0020332237757633058 0.0008081020192402344 -9.8061045285044264e-05 -0.0030173787129159678 -0.00048240436616848006 0.0036620857408234089 -0.00046393465991951828 0.0020720487444010516
leaf_weight=0.0011068117223853591 0.001194845629740037 0.0013965323373530411 0.0016606786884363909 0.0015151069995378236 0.0015320749328772984 0.0018630764105916908 0.0010391640159177484 0.0011224802269014234 0.0014366460509144807 0.0014714587408243274 0.0020002545426189835 0.0015663642826989057
leaf_count=101 148 243 457 694 496 210 30 150 186 70 191 145
internal_value=0 8.72457e-05 -0.000102843 4.95217e-05 0.000256979 0.000468157 -0.000492778 -0.00161398 0.00106866 0.00151399 0.000619156 0.00115655
internal_weight=0 0.0177106 0.0150375 0.0136409 0.0119803 0.0104652 0.00402472 0.00216164 0.00644043 0.00500379 0.00353233 0.00267318
internal_count=3121 2973 2727 2484 2027 1333 390 180 943 757 687 246
is_linear=0
shrinkage=0.00502775


Tree=1402
num_leaves=29
num_cat=0
split_feature=31 3 150 1456 453 48 4 14 11 15 52 15 16 4 4 13 4 0 47 151 4 12 457 4 1 13 43 12
split_gain=0.00107233 0.000443436 0.00041316 0.000549232 0.000577654 0.000757017 0.000664619 0.000942372 0.000493091 0.000435967 0.000651104 0.000525568 0.000517592 0.00101113 0.000413039 0.000383865 0.000527151 0.000480717 0.000380695 0.000783937 0.000315581 0.000311344 0.000239528 0.000315104 0.000197941 0.000186775 0.000130799 6.5353e-05
threshold=-1.0000000180025095e-35 0.31299000000000005 -0.22665999999999997 -1.0000000180025095e-35 1.0000000180025095e-35 0.093265000000000015 0.27834500000000006 -0.45687499999999998 1.0000000180025095e-35 -0.016799999999999995 0.11434500000000002 -0.03241999999999999 0.38525000000000004 -0.49405499999999997 -0.39518999999999993 0.17001000000000002 -0.083854999999999985 -0.10096999999999999 0.10783500000000001 -0.0064299999999999991 -0.00099499999999999979 0.088305000000000008 0.088585000000000011 0.19806500000000002 1.0000000180025095e-35 -0.0034749999999999994 -0.073959999999999984 0.10266500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 12 18 13 -11 -7 16 25 24 19 20 -5 -19 23 -16 -18 -15 -21 -20
right_child=1 -3 3 4 -6 14 7 -9 -10 10 -12 -13 -14 15 22 -17 17 21 27 26 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.0014572516769340194 0.00076225007948383273 0.00083503807226282059 -0.001134128027023162 0.0007061034667038247 -0.0010994913874763476 0.0012739575753983338 -0.00018066578298870143 0.0014437187750468438 -0.0011154283686480681 -0.0014571983620304282 -0.0011497497976175046 -0.0014215722269321121 0.00068782352080725534 0.00093773334969450984 -0.00037776458795439583 -0.00075815983427863034 -9.7868978999508501e-05 -0.0011992474857859061 -3.9066015615488376e-05 -0.0006804459874253005 -0.00041597556831810998 -0.00011163422232524197 0.00078255766545303319 0.00060622762667105379 0.0007422757889332986 0.00025015050205010709 -0.001359302666630035 0.00048086052614366461
leaf_weight=0.0010237754872776108 0.0011788355513004936 0.001148777054980509 0.0010865603568048767 0.0010035522154421272 0.0011392985434546246 0.0010627587714111542 0.0018592776949972745 0.0012798736093447829 0.0012711879850519905 0.0010090355445448946 0.00100499828339884 0.0010369907460812044 0.0023326052928780436 0.0018446993074232587 0.0016998071524572103 0.0010268515570182055 0.0011836032342742399 0.0010396716670948662 0.0010484510792663215 0.0010007458145285808 0.0011322347199786975 0.0012074905694398064 0.0012686728242385925 0.0011636205848655212 0.0011973824547695244 0.0015373761932919684 0.0015135272114345233 0.0010050284640428231
leaf_count=86 30 112 286 58 57 23 50 144 152 32 161 61 31 191 184 59 25 295 46 225 54 361 19 35 32 96 199 17
internal_value=0 -5.52638e-05 -8.52267e-05 -0.000115542 -8.0813e-05 -4.30453e-05 -0.000146185 0.000481617 -0.000234183 -0.000181153 -2.19833e-05 -0.000456364 6.95774e-05 -7.39731e-05 0.000463922 8.04711e-05 0.000187977 -0.000131515 -0.000307054 -0.000537771 0.000111261 -0.000614829 0.000255585 2.21036e-05 0.000324634 0.000625182 -0.0010891 0.0002154
internal_weight=0 0.0352829 0.0341341 0.0329553 0.0318687 0.0307294 0.0255346 0.00313915 0.0223954 0.0211242 0.0133837 0.00774053 0.0123787 0.0100461 0.00519486 0.00903707 0.00801022 0.00462815 0.00670354 0.00465006 0.00213579 0.00224716 0.0041321 0.00286343 0.00238099 0.00338208 0.00251427 0.00205348
internal_count=3121 3035 2923 2893 2607 2550 2289 194 2095 1943 1283 660 1122 1091 261 1059 1000 713 599 536 112 656 238 219 57 287 424 63
is_linear=0
shrinkage=0.00145689


Tree=1403
num_leaves=27
num_cat=0
split_feature=9 1213 1456 484 403 453 475 4 11 48 130 4 3 124 124 0 51 3 4 0 3 1 474 16 13 3
split_gain=0.00046439 0.000410544 0.000430272 0.000384333 0.000533358 0.000519795 0.000444185 0.000381537 0.000456859 0.00030979 0.000420654 0.000383635 0.000349568 0.000392001 0.000356697 0.000932678 0.000422124 0.000345642 0.000323342 0.000494661 0.00031441 0.000312971 0.000260342 0.000223934 0.00015062 0.000121105
threshold=-1.0000000180025095e-35 -0.080769999999999995 -1.0000000180025095e-35 0.085515000000000022 -1.0000000180025095e-35 1.0000000180025095e-35 -0.074304999999999982 0.27044500000000005 0.090920000000000015 0.093265000000000015 -1.0000000180025095e-35 0.033845000000000007 -0.074084999999999998 -0.043384999999999993 0.14970500000000003 -0.10011499999999998 0.087505000000000013 -0.078934999999999991 -0.080924999999999983 0.11070500000000001 -0.10217499999999997 0.086920000000000011 0.084660000000000027 -0.062804999999999986 -0.14179999999999995 0.10732000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 -6 9 25 10 -8 23 17 -14 15 16 21 18 19 -12 -20 -15 -5 -11 -17 -9
right_child=1 2 3 22 5 -7 7 8 -10 11 12 -13 13 14 -16 24 -18 -19 20 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.00084896155598677622 -0.00084951995719895418 -0.0007377854249512191 -0.00084305302545622564 9.4321882478654666e-05 -0.00077993759551155844 -0.00082574552708628598 -0.00086136546775606912 0.001202901875797887 -0.00015337613884818104 0.0010487291463035116 0.00079920626715417747 -0.00027986992321915203 0.00048438869020794292 0.00074242193701526838 0.00032987470936659082 -0.00068312354619472931 -0.00066279566127160094 0.0008191106689881424 0.0001574261394730509 -0.00034747701310013768 -0.0008594922190701984 -0.00013601981084785866 0.00082051712460727631 0.00030721104658449543 -0.0013190848519170554 0.00055759580740454137
leaf_weight=0.0010337326038362673 0.0010795736435909023 0.0014019397129396696 0.0013760930846568589 0.0018952275223695905 0.0010987579977326236 0.0012659462739543761 0.0010874987570044228 0.0010180409536369442 0.0011713624295452973 0.0011327184696523496 0.0017195879729627788 0.0012684683595267643 0.0013504247930971056 0.0012956106448829283 0.0013685265749714404 0.0012044386992613463 0.0012247393508832971 0.0013542680200748763 0.0011241610972341125 0.0010581216473104504 0.0010005926529253013 0.0015523569427102757 0.0015730479332436431 0.0018963144043755422 0.0014047145525175695 0.0010075643865925521
leaf_count=94 325 258 558 154 222 64 95 103 28 56 82 39 52 29 19 23 28 90 41 47 227 33 88 103 181 82
internal_value=0 -4.88406e-05 -2.25277e-05 9.35763e-06 -4.20006e-05 -5.66477e-07 4.0661e-05 7.78581e-05 0.000502588 1.33294e-05 -6.77809e-05 0.000329372 -1.26623e-05 -0.000173513 -0.000283873 -0.000409576 -1.49811e-05 0.000229017 6.60083e-05 0.000362397 -0.000321463 0.000263605 0.00042369 0.000584505 -0.00102551 0.000881918
internal_weight=0 0.0339301 0.0328505 0.0314486 0.0279803 0.0266042 0.0253383 0.0242395 0.00319697 0.0210425 0.016745 0.0042975 0.0156575 0.00940081 0.00805039 0.00668186 0.00407271 0.00625673 0.00490246 0.00277771 0.00212475 0.00284797 0.00346828 0.00302903 0.00260915 0.00202561
internal_count=3121 3027 2702 2444 2202 1644 1580 1358 213 1145 947 198 852 365 313 294 90 487 397 129 268 62 242 159 204 185
is_linear=0
shrinkage=0.00131955


Tree=1404
num_leaves=14
num_cat=0
split_feature=12 52 43 4 4 42 3 52 52 1 1 1 48
split_gain=0.000111461 0.000262406 0.000243602 0.000198436 0.000196952 0.000198888 0.000170234 0.000155142 0.000154404 0.000190576 0.000307307 0.000142519 8.95191e-05
threshold=0.051320000000000005 0.10160000000000001 -0.043144999999999996 0.24564500000000003 -0.055319999999999994 0.088200000000000014 -0.08824499999999999 -0.012164999999999999 1.0000000180025095e-35 0.10752500000000002 0.094825000000000007 0.086560000000000012 0.016865000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 4 6 -6 -2 -1 9 10 11 -4 -11
right_child=1 -3 8 -5 5 -7 -8 -9 -10 12 -12 -13 -14
leaf_value=0.0028949598420402473 -0.00061639923027192501 -0.0021110766682151277 0.00037504741322270214 0.0014859369473490343 -0.0025412193737660363 3.7478195074865647e-05 0.0016617140614558453 0.00050152799634944868 0.0012210121638067185 -0.0025618893529511886 0.0020795853583645408 -0.0020857902181899558 -0.0006277216519138593
leaf_weight=0.0012083463344654266 0.0016728285775325924 0.0016868313453388684 0.0010857527766665598 0.0016372415083001357 0.0015019578863601363 0.0013056905225703741 0.0014131252631819913 0.0013270632864758325 0.0016257896439753061 0.0010878980635323776 0.0013192632856338093 0.0011130254010573992 0.0011490705943959512
leaf_count=159 393 471 84 100 548 282 506 139 140 99 74 57 69
internal_value=0 -0.000388274 0.000349892 -2.3838e-06 -0.000415839 -0.001342 0.000426798 0.00164221 -9.40373e-05 -0.000465539 0.000235697 -0.000870633 -0.00156836
internal_weight=0 0.00921768 0.00991621 0.00753084 0.0058936 0.00280765 0.00308595 0.00253541 0.0073808 0.00575501 0.00351804 0.00219878 0.00223697
internal_count=3121 2300 821 1829 1729 830 899 298 523 383 215 141 168
is_linear=0
shrinkage=0.00483252


Tree=1405
num_leaves=29
num_cat=0
split_feature=1213 151 151 1456 133 42 123 133 480 12 456 4 43 43 2 2 15 3 2 2 52 2 0 0 13 14 15 16
split_gain=0.000530824 0.000554278 0.000567083 0.00094026 0.000490003 0.000439202 0.000499392 0.000513742 0.000424106 0.0004129 0.000388993 0.00048915 0.000413813 0.000693925 0.00052855 0.000666013 0.000432928 0.00039621 0.000584229 0.00124034 0.00042362 0.000405807 0.000539804 0.000385118 0.00035577 0.000299776 0.000278884 7.09892e-05
threshold=-0.080769999999999995 -0.27559499999999998 -0.10959499999999998 -1.0000000180025095e-35 -0.25159999999999993 -0.11466499999999999 0.088610000000000008 -0.085499999999999979 1.0000000180025095e-35 -1.0000000180025095e-35 0.087225000000000011 0.26790000000000008 -0.074359999999999996 -0.0084099999999999991 0.090050000000000005 0.10774000000000002 0.095175000000000023 0.10299500000000002 0.093175000000000022 0.090545000000000014 -0.0064899999999999992 0.11411 -0.097274999999999986 -0.060129999999999996 -0.0034749999999999994 -0.46242499999999992 -1.0000000180025095e-35 -0.5315899999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -7 10 -6 11 12 14 -14 23 -16 17 18 19 20 -15 22 -19 24 26 -13 -9 -27
right_child=1 2 3 4 5 6 -8 8 -10 -11 -12 25 13 16 15 -17 -18 21 -20 -21 -22 -23 -24 -25 -26 27 -28 -29
leaf_value=-0.00091659044638472064 -0.0010078787817950781 0.001018948275636668 -0.0011272472746331618 -0.0008807417290717563 0.00012239237686343288 0.00083836001027444516 0.0010806434823404795 0.00013945044779995771 -0.0008279089797601153 -0.0010854164682496212 -0.00070921226740552391 3.4496310334055393e-05 -0.0011703322071789991 -0.00076704300860937441 -0.00065074032497582589 0.00068404250342289695 -0.00070678409815086028 0.0012932168884817086 -0.00075463587408763867 0.0012888375503003052 0.00018736438670260224 -0.00018175098722641807 5.1991007287906021e-05 0.0012067830465858906 -0.00024700648853879744 0.00069405461829057883 0.0011201465593491571 0.0012012212253221773
leaf_weight=0.0012258364706966276 0.0010006845465841954 0.0011436595268961005 0.0013538148000252761 0.0010446937275498938 0.0010652755139552994 0.0017529544177700687 0.0010630978158271956 0.0010457106191734677 0.0010237510291511978 0.0011586938717593745 0.0011402087009148012 0.0010926078764841307 0.001086192725103575 0.0017941873777154171 0.0019500021757600239 0.0011745343459672597 0.0015144191930289716 0.0015455096475989194 0.0019904557375201026 0.0013506238174434415 0.0018545435421941647 0.0014052029500355445 0.0012369153880911199 0.0014053402927629577 0.0012883645996604187 0.0011448504302831175 0.0012462442973095733 0.0010263530544936108
leaf_count=325 74 82 253 169 27 177 113 146 206 91 93 30 261 56 149 72 103 17 124 22 129 34 29 49 78 61 47 104
internal_value=0 2.00708e-05 4.87256e-05 1.67987e-05 6.31697e-05 9.36462e-05 0.000137969 0.000103494 5.63357e-05 -0.000506879 9.07658e-05 0.000127031 5.16228e-05 -9.60993e-05 0.000302581 -0.000148986 -4.16447e-06 9.10327e-05 -0.000113033 0.000142417 -0.000281946 0.00043165 0.000741435 0.000585581 0.000341748 0.000632744 0.000672701 0.000933798
internal_weight=0 0.0368989 0.0358982 0.0347545 0.0334007 0.032356 0.0301321 0.029069 0.027316 0.00222397 0.0262923 0.0251521 0.0218882 0.0137781 0.0081102 0.00312454 0.0126919 0.0111774 0.00698981 0.00499935 0.00364873 0.00418763 0.00278243 0.00498566 0.00358032 0.00326381 0.00229195 0.0021712
internal_count=3121 2796 2722 2640 2387 2218 2100 1987 1810 118 1604 1511 1316 775 541 221 514 411 331 207 185 80 46 320 271 195 193 165
is_linear=0
shrinkage=0.00140032


Tree=1406
num_leaves=15
num_cat=0
split_feature=12 52 43 4 2 12 43 4 52 52 1 3 457 0
split_gain=9.30681e-05 0.00022779 0.000204124 0.00017573 0.000181843 0.000271517 0.000142484 0.000159315 0.000135972 0.00012893 0.000183114 0.000149686 0.000202552 6.68011e-05
threshold=0.051320000000000005 0.11434500000000002 -0.043144999999999996 0.24564500000000003 0.083995000000000014 0.098330000000000015 -0.091274999999999981 -0.053309999999999989 -0.012164999999999999 0.077655000000000016 0.11507500000000002 0.090900000000000009 0.045365000000000009 -0.10607499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 8 4 5 -2 -6 -8 -1 10 11 13 -13 -4
right_child=1 -3 9 -5 6 -7 7 -9 -10 -11 -12 12 -14 -15
leaf_value=0.0027549036119717874 -0.0031068012110182786 -0.0023444281973206442 -0.0018250955077541843 0.0013761957728039476 -0.0012929028940879004 0.00032339331227987237 0.0017458742828418566 -0.00056337060173248968 0.00046270415510436694 0.0013052183067875404 -0.0022517251936643137 -0.0004756740543908321 0.0021666618882199081 -9.348118601884892e-05
leaf_weight=0.0011820758879570459 0.0012374801886999576 0.0012217975000032308 0.0011002532584067914 0.001645797185703568 0.0011404725115722334 0.0010251279085651266 0.0016955338793371308 0.0012692656119788672 0.0013432912366024008 0.0013249284763769964 0.001061349750914875 0.001522176619776161 0.0013127620232893378 0.0010654612574074185
leaf_count=159 462 377 61 100 248 80 517 516 139 107 121 102 54 78
internal_value=0 -0.000361861 0.000325867 -5.95912e-05 -0.000430675 -0.00155267 0.00018771 0.000757259 0.00153564 -8.77175e-05 -0.000392162 2.5164e-06 0.0007479 -0.000973197
internal_weight=0 0.00923547 0.0099123 0.00801368 0.00636788 0.00226261 0.00410527 0.0029648 0.00252537 0.00738693 0.006062 0.00500065 0.00283494 0.00216571
internal_count=3121 2300 821 1923 1823 542 1281 1033 298 523 416 295 156 139
is_linear=0
shrinkage=0.00492917


Tree=1407
num_leaves=15
num_cat=0
split_feature=3 484 474 43 42 43 133 15 52 52 12 16 1 16
split_gain=9.54426e-05 0.000161403 0.000118131 0.000108691 0.000332134 0.000219689 0.000192215 0.000173851 0.000160521 0.000214066 0.000262026 0.000157199 0.000135385 0.000125996
threshold=0.20828500000000003 -0.0068949999999999992 0.084660000000000027 -0.074359999999999996 -0.11466499999999999 -0.00045499999999999995 0.089980000000000018 1.0000000180025095e-35 -0.081429999999999989 -0.0027449999999999996 0.092465000000000006 0.15891500000000003 0.091785000000000019 -0.16075999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5 11 8 -7 -10 13 12 -6 -11
right_child=-2 2 -4 5 6 7 -8 -9 9 10 -12 -13 -14 -15
leaf_value=-0.0016277611740274632 0.0012359438171727281 -0.0017326512764633552 0.0011929085642534241 -0.0021346168878239461 -0.00049129250588473823 0.0014310549215283664 -0.00079328366402678016 -0.001285636314248737 -0.0017628806878109081 -3.7208008018194053e-05 -0.0014884238221714065 0.0025080670551191819 0.0014784327325238291 0.0017191481336525842
leaf_weight=0.0011134425786175064 0.0010372906233737647 0.001086291344770729 0.0014073450314830418 0.0010917738745532509 0.0010371073535262705 0.0014384488828876876 0.0010047174465966924 0.0018033989861623301 0.0011446719685315179 0.0012879147175754993 0.0010637876480666941 0.0012362480958230115 0.0015268168521341552 0.0016477820783784665
leaf_count=497 144 78 236 620 247 143 224 348 40 97 91 82 191 83
internal_value=0 -7.66567e-05 2.629e-05 -8.0538e-05 0.000368207 -0.000359468 0.00084317 -0.000128362 0.00018869 -0.000158709 0.000300412 0.00127583 0.000681679 0.00094862
internal_weight=0 0.0178897 0.0167763 0.015369 0.00589118 0.00947778 0.00480489 0.008386 0.00658261 0.00514416 0.00399948 0.00380017 0.00256392 0.0029357
internal_count=3121 2977 2480 2244 822 1422 744 802 454 311 271 520 438 180
is_linear=0
shrinkage=0.004207


Tree=1408
num_leaves=24
num_cat=0
split_feature=1213 14 3 484 403 484 15 15 43 159 457 40 133 12 16 47 0 0 2 48 3 42 16
split_gain=0.000446974 0.000379628 0.000494098 0.000450027 0.000489463 0.000472228 0.000389731 0.000575921 0.000452558 0.000486389 0.000425023 0.000384157 0.00045242 0.000303555 0.000280153 0.000372931 0.000354209 0.000566056 0.000921798 0.000494417 0.000329106 0.000246909 6.70919e-05
threshold=-0.080769999999999995 0.076175000000000007 0.30112000000000005 0.084040000000000017 -1.0000000180025095e-35 0.091880000000000003 0.040760000000000005 0.091650000000000023 0.16180500000000003 -0.032739999999999991 -0.0029299999999999994 -0.073884999999999992 0.047850000000000011 0.095110000000000014 0.38525000000000004 0.13082500000000002 -0.077999999999999986 -0.10607499999999999 0.11389000000000002 0.088965000000000002 0.090900000000000009 0.083995000000000014 -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 -2 -5 8 21 9 -6 -11 -12 14 -9 16 -16 17 18 20 -18 22 -8 -13
right_child=1 -3 -4 5 6 -7 7 13 -10 10 11 12 -14 -15 15 -17 19 -19 -20 -21 -22 -23 -24
leaf_value=-0.00091461662356013532 -0.00091981384289537135 -0.00068520335433539545 0.00092857030128029431 0.00098402143159198878 -0.00075052186802052913 -3.537721584269407e-05 0.00036439104929017572 -0.00060026078229046703 -0.00084909110797859011 -0.00065597582622818021 0.00076602536603347527 0.00049108942646130713 -0.00069715587402887085 0.0003008765262703893 -0.0007108164489832917 0.00038308544924007453 0.00013752225205777052 -0.00064301470136281702 -0.00073090150131058067 0.0013604599290965305 0.0010519124714505376 0.0012475421476546512 -2.5462377533337154e-05
leaf_weight=0.0010867270254286679 0.0012585002385346869 0.0015059655159843635 0.0012509659049588775 0.0018762099300317905 0.0017806240679842924 0.0018326281657148336 0.0012497504106924731 0.0013521015502038214 0.00152085754191189 0.0016513428909771246 0.0016132462349485724 0.0010339415504194635 0.001552392652234392 0.0017492465931512324 0.0016485850932508326 0.0010349585936637595 0.0015570296277116549 0.0017462433582625669 0.0013442026458250211 0.001189800855197376 0.0019720690121545204 0.001336497921021973 0.0010180828793409091
leaf_count=325 537 96 130 126 200 187 111 132 101 164 154 23 208 112 162 4 80 114 39 23 39 30 24
internal_value=0 1.59024e-05 4.83207e-05 1.31604e-05 -4.9593e-05 0.000480311 -8.03197e-06 0.000323059 -9.91648e-05 -3.95837e-05 3.33296e-05 0.000105783 3.02269e-05 -9.19943e-05 0.000120238 -0.000288933 0.000231585 6.33827e-05 0.000293166 0.000667243 0.000635243 0.000820778 0.00023481
internal_weight=0 0.0340752 0.0325693 0.0313183 0.0276095 0.00370884 0.026351 0.0056876 0.0206634 0.0191425 0.0173619 0.0157106 0.0140973 0.00310135 0.0125449 0.00268354 0.00986137 0.00711454 0.0053683 0.00274683 0.00402409 0.00258625 0.00205202
internal_count=3121 2796 2700 2570 2257 313 1720 385 1335 1234 1034 870 716 244 508 166 342 239 125 103 86 141 47
is_linear=0
shrinkage=0.00142833


Tree=1409
num_leaves=31
num_cat=0
split_feature=9 1213 151 4 14 1348 14 11 484 403 484 3 3 151 124 16 49 3 51 131 15 13 42 12 47 3 2 15 15 16
split_gain=0.000616499 0.000486725 0.000470496 0.000563435 0.000708625 0.000548458 0.000829228 0.000722739 0.000433847 0.000587898 0.000546892 0.000378785 0.000432259 0.000453751 0.000446433 0.000668273 0.000476678 0.000548594 0.00044133 0.000520424 0.000545322 0.000871871 0.000666703 0.000418911 0.000332795 0.000245643 0.000240238 0.000238316 0.000193697 0.00011681
threshold=-1.0000000180025095e-35 -0.080769999999999995 -0.24462999999999999 0.27044500000000005 -0.46885499999999997 0.084620000000000015 0.062655000000000016 0.080455000000000013 0.084750000000000006 -1.0000000180025095e-35 0.091880000000000003 0.30112000000000005 -0.015584999999999998 -0.055494999999999996 0.14970500000000003 -0.071854999999999988 -0.069799999999999987 0.096675000000000011 0.067785000000000012 0.10033500000000002 0.035560000000000008 0.24813000000000004 0.083995000000000014 0.092355000000000007 0.096475000000000019 0.11924500000000002 0.091545000000000015 -0.028889999999999996 0.091475000000000015 -0.36241499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 6 7 8 9 -4 -10 12 18 -14 15 16 -15 -18 19 20 21 23 -22 27 29 26 -17 -11 -24 -6
right_child=1 2 3 4 24 -7 -8 -9 10 11 -12 -13 13 14 -16 25 17 -19 -20 -21 22 -23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00092798216046364318 -0.00089580717798322352 -0.00092852720020158573 -0.0010156510868050536 -0.00047820909773961903 0.0012502323077525405 0.0008845905382541062 -0.0012336484194361993 -0.0011616336416586611 0.0010229121908391411 6.4941572345351465e-05 -0.00023447975693989076 0.00072690478680531871 0.00045445481264038784 -0.00075630836801614699 0.00036383684896334611 -0.00099807906134074783 -0.00038348068447639566 0.00082990316397792889 0.00088394803451234487 0.00095049338010642687 -0.0004179906516910242 0.00059504406041160267 0.0011601544821073851 -0.0013460739355248697 0.00013930640072241812 -0.0012226139994776419 -0.00016582647497669984 -0.00078769986111024051 0.00038116500913313998 0.00065966570290411342
leaf_weight=0.0012055052976575045 0.0011930230372270137 0.001007878602024447 0.0011292677614168625 0.001182600195857475 0.0014346858615127966 0.0010633979662291173 0.0011227654873051654 0.0010274335715507723 0.0015405654226228185 0.0011426834111647396 0.0010562806685499027 0.0011647159827852241 0.0014473763620781446 0.0012607333653136266 0.0013492467675177986 0.0012180881812042885 0.0013014491354610431 0.0014023421901754318 0.0012456215769445214 0.0010014914401461636 0.0014066256443566738 0.0012541487525403738 0.0011167657707087386 0.0012282548016512296 0.0012078937329684791 0.0017755678964590516 0.0012977385353529769 0.0012363857229661379 0.0011991529002215451 0.00105133757470277
leaf_count=94 325 76 518 36 183 43 89 104 80 230 129 55 46 20 10 48 36 20 149 50 139 31 26 180 32 26 59 134 105 48
internal_value=0 -5.00616e-05 -2.19343e-05 4.27377e-06 0.000428576 -6.47242e-05 -9.96251e-05 -5.38283e-05 -1.13178e-05 -6.74679e-05 0.000511461 -2.10111e-05 -6.08175e-05 -0.000248077 -0.00035394 -0.000471245 -7.28399e-05 0.00024585 0.00013027 3.2331e-05 -7.47904e-05 -0.000371645 0.000312888 -0.000707731 0.000718882 -0.000839303 -0.000568778 -0.00037817 0.000756804 0.00100048
internal_weight=0 0.0370655 0.0358725 0.0348646 0.00487652 0.0299881 0.0289247 0.0278019 0.0267745 0.0241777 0.00259685 0.0230484 0.0218837 0.0110525 0.00960517 0.00825592 0.00396452 0.00270379 0.0108311 0.00958551 0.00858402 0.00486147 0.00372254 0.00360732 0.00369392 0.00429139 0.00251583 0.00237907 0.00231592 0.00248602
internal_count=3121 3027 2702 2626 299 2327 2284 2195 2091 1882 209 1364 1309 265 219 209 76 56 1044 895 845 575 270 544 263 133 107 364 131 231
is_linear=0
shrinkage=0.00134594


Tree=1410
num_leaves=26
num_cat=0
split_feature=133 52 160 403 1374 376 1 128 48 1 49 47 51 43 43 2 0 49 13 0 48 3 13 15 160
split_gain=0.000531468 0.000519311 0.000456951 0.0004347 0.000379021 0.000362944 0.000375837 0.0003829 0.000393056 0.000375735 0.000688885 0.000359741 0.000611811 0.00032244 0.000644913 0.000365422 0.000388883 0.000359688 0.000353412 0.000628935 0.000355546 0.0002953 0.00023977 0.000164945 0.000108059
threshold=-0.25159999999999993 -0.43320999999999993 -0.40698999999999991 -0.088999999999999982 0.087855000000000016 0.11430500000000002 0.14000500000000002 0.086435000000000012 0.12879500000000002 0.10089500000000001 -0.039339999999999993 0.088195000000000009 -0.071649999999999978 -0.084004999999999982 -0.0037449999999999996 0.084245000000000014 -0.059114999999999994 -0.086009999999999989 -0.095304999999999987 -0.098289999999999975 0.086260000000000017 0.084940000000000015 -0.010384999999999998 0.082685000000000022 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 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 12 -12 15 -15 -5 -17 -16 23 20 21 -20 -13 -19 -14
right_child=1 2 3 4 -6 -7 -8 -9 -10 10 11 22 24 14 17 16 -18 18 19 -21 -22 -23 -24 -25 -26
leaf_value=-0.0009973815313475238 -0.00090898346986500718 -0.00081500281685726141 -0.00075864621026352336 0.00098764168993135406 -0.00068207298674656752 -0.00066347034541520142 0.00086604233071694821 -0.0006181153459829165 -0.00051545514190428179 0.0012070948334572571 -0.00036382773932475371 0.00021817519314812684 0.00062432482156074922 -0.00097646346054885882 -0.00067925609685093519 -0.00048780893173798153 0.00052254943000669223 0.00033319693295936559 8.171968085768056e-05 -0.0008672974883137364 -0.00035904007348966903 0.00099721195465749674 -0.0006565454978917978 0.0010296080985203813 0.0012387753396389508
leaf_weight=0.0010434420362563914 0.0011440721285645153 0.0011501859498931335 0.001154486993334757 0.0014524294179949484 0.0011183658576641156 0.0010379584031561242 0.0014815050771047602 0.0012410172450911241 0.0014988434436062894 0.0019068465010462221 0.0010088957774003759 0.0014069391114759355 0.001064121956620756 0.0012627112335582549 0.0010573349168794275 0.0012028747897181447 0.0019710551561598066 0.0018726853311745737 0.0014073937395797662 0.0013128818733677567 0.0012905712161312977 0.0013570796625828052 0.0010909626067459044 0.0010357527063895589 0.0011875552975698081
leaf_count=187 274 228 387 64 65 24 104 102 47 143 33 45 64 520 23 217 40 45 41 267 23 29 19 22 108
internal_value=0 1.78122e-05 5.13981e-05 8.41566e-05 0.000117404 0.000149169 0.000180283 0.000140641 0.000179253 0.000224746 0.000477585 0.000236017 0.000542361 9.74305e-05 -3.72313e-05 0.000405866 0.000139638 8.98329e-05 0.000188087 -2.49106e-05 0.000247825 0.000531135 -0.00016386 0.000581203 0.000948392
internal_weight=0 0.0327145 0.0315705 0.0304203 0.0292658 0.0281474 0.0271095 0.025628 0.0243869 0.0228881 0.00766532 0.00575847 0.00326057 0.0152228 0.0105964 0.00462636 0.00317393 0.0093337 0.00827636 0.00536793 0.00405504 0.00276447 0.0024979 0.00290844 0.00225168
internal_count=3121 2934 2660 2432 2045 1980 1956 1852 1750 1703 412 269 205 1291 970 321 257 450 427 360 93 70 64 67 172
is_linear=0
shrinkage=0.00140032


Tree=1411
num_leaves=15
num_cat=0
split_feature=147 11 48 42 151 2 13 13 52 15 12 13 48 0
split_gain=9.94173e-05 0.000157431 0.000133846 0.00023434 0.000181384 0.000218511 0.000133627 0.00035419 0.000206153 0.0003228 0.000312897 0.00012223 0.000117799 0.000182028
threshold=0.089025000000000007 0.087830000000000005 0.016865000000000002 0.083865000000000009 -1.0000000180025095e-35 0.113445 0.0076650000000000008 0.24813000000000004 0.10160000000000001 -0.055554999999999993 0.095110000000000014 -0.020934999999999999 0.087380000000000013 -0.20211999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 12 -1 6 8 -8 9 -6 11 -11 -4 -14
right_child=-2 -3 3 -5 5 -7 7 -9 -10 10 -12 -13 13 -15
leaf_value=-0.0021983349560491523 0.0013268184560786057 -0.0018313750236375061 0.0015767740313585997 0.0026149829790601971 -0.0014559381214213566 0.0018421850902938146 -0.0030372635113668617 0.00038128258472140073 -0.0018895252414526538 -0.00041040151102899691 0.0033332986870713917 0.0015976143595197063 -0.0013038933120783315 0.00084729130827778298
leaf_weight=0.0010041342859310751 0.0011781116061918553 0.0010991368590990138 0.0010086158400205705 0.001068025484242896 0.0015224193979338626 0.001166898359437952 0.0012748408364629815 0.0014587275348780793 0.0010508341307424729 0.0018774694307872033 0.001046580950802678 0.0010672367108554588 0.0018175626237564302 0.0017170424234746184
leaf_count=231 124 118 87 202 324 274 203 55 330 422 113 342 57 239
internal_value=0 -9.3371e-05 1.8471e-05 0.000618072 -0.000274882 -9.03239e-05 -0.000332851 -0.00121301 3.36592e-05 0.000400191 0.00110818 0.000317355 0.000148636 -0.00025889
internal_weight=0 0.0181795 0.0170804 0.00561125 0.0114691 0.010465 0.00929811 0.00273357 0.00656454 0.00551371 0.00399129 0.00294471 0.00454322 0.00353461
internal_count=3121 2997 2879 585 2294 2063 1789 258 1531 1201 877 764 383 296
is_linear=0
shrinkage=0.00473777


Tree=1412
num_leaves=25
num_cat=0
split_feature=9 1213 14 3 160 484 403 16 150 13 160 52 52 4 12 52 4 1 16 484 51 4 43 0
split_gain=0.000571392 0.000478447 0.000430905 0.000455654 0.0003867 0.000463398 0.000427702 0.000450644 0.00100214 0.000453822 0.00047045 0.000408887 0.000621575 0.000609362 0.000593508 0.000359231 0.000291013 0.000408922 0.000493935 0.000268841 0.000261981 0.000169846 0.000150928 9.88801e-05
threshold=-1.0000000180025095e-35 -0.080769999999999995 0.062655000000000016 0.30112000000000005 -0.40698999999999991 0.084750000000000006 -1.0000000180025095e-35 -0.065999999999999989 -1.0000000180025095e-35 0.14871000000000004 0.088020000000000015 0.091275000000000009 -0.061194999999999992 -0.014149999999999998 0.095330000000000012 -0.24456499999999998 -0.0024449999999999997 0.11634000000000001 -0.51370499999999997 0.091880000000000003 0.092545000000000016 0.024790000000000003 -1.0000000180025095e-35 -0.083914999999999976
decision_type=2 2 2 2 2 2 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 16 12 13 -9 22 -15 23 18 -18 -7 -12 -14 -13 -10
right_child=1 2 -4 -5 5 19 7 11 9 -11 20 14 21 15 -16 -17 17 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.00099030589767750039 -0.00097700845094818886 -0.00080719805429894226 -0.00082487350604711865 0.00090842108288316991 -0.00090551357621016448 0.00095428039287882979 -0.001016201012029495 -0.00079145435502322526 0.0012621728634289967 -0.00043184938226064847 -0.00062451042524038945 0.00029592241929701665 -0.0012864780614588662 -0.00019637885228598344 -0.00062871885041866226 0.00078900494622336545 0.00061802364986427035 0.0011892025707073641 -0.00052815023859751394 0.00011189332896425102 0.00038181857741416506 -0.00053091458928600243 0.0010220372332889161 0.00072217698030667074
leaf_weight=0.0011809589834160797 0.0011199593731791016 0.0012329944956609986 0.0013135516785367498 0.0011969365551256486 0.0011587526534900796 0.0016603437635396281 0.0012923778699480701 0.0017343779871004045 0.0014549131407944893 0.0014031093015423055 0.0011263855638521392 0.0014908694531876598 0.0015494681719631156 0.0016097662487310205 0.0012735269960453266 0.0015331710150918781 0.0019348996460433216 0.0010505488326622014 0.0013582328938164141 0.0015593417842132418 0.0010713592367324054 0.0010659020323589008 0.0010255563308056992 0.0014244149991808914
leaf_count=94 325 205 97 119 528 112 43 302 98 42 56 51 183 72 39 157 66 63 121 137 17 58 17 119
internal_value=0 -4.12544e-05 -8.0063e-06 2.75149e-05 -8.83043e-06 2.66079e-05 -4.15275e-05 1.25861e-06 0.000196363 0.000341145 0.000456273 -0.000208261 -0.000405514 -9.82355e-05 0.000181704 0.000284306 0.000635858 0.000397768 0.000145291 0.0005463 -0.000133944 -0.000978546 0.000591847 0.000995035
internal_weight=0 0.0326408 0.0315208 0.0302072 0.0290103 0.0277773 0.0245576 0.0233989 0.0121162 0.0108239 0.00942075 0.0112826 0.00749269 0.00487732 0.00378995 0.00314294 0.00722301 0.00434368 0.00329313 0.00321969 0.00219774 0.00261537 0.00251643 0.00287933
internal_count=3121 3027 2702 2605 2486 2281 2032 1504 625 582 540 879 772 531 107 229 467 250 187 249 73 241 68 217
is_linear=0
shrinkage=0.00145689


Tree=1413
num_leaves=15
num_cat=0
split_feature=51 1 48 12 1 52 3 0 4 52 42 42 47 16
split_gain=9.76442e-05 0.000237586 0.000154733 0.000166351 0.000179756 0.000199745 0.000275089 0.000196677 0.000174351 0.000172661 0.000156542 0.000162881 0.000117972 9.91408e-05
threshold=-0.40274499999999996 0.13559000000000002 0.12649500000000002 0.11650500000000001 0.10752500000000002 0.11434500000000002 0.090900000000000009 -0.084269999999999984 0.04735000000000001 -0.07167999999999998 0.088915000000000008 -1.0000000180025095e-35 0.089100000000000013 -0.018494999999999998
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 8 -2 -8 11 -9 -6 -13
right_child=1 -3 -4 -5 12 -7 9 10 -10 -11 -12 13 -14 -15
leaf_value=-0.0016164909111052409 -0.0023547809008134493 0.0021648185399711557 -0.0021107114743452613 -0.0019893086764630496 0.002129058129378629 -0.0020215796461590472 0.00027142348433467048 -0.00079937626984667091 7.6810233727650913e-06 0.0032962174787937171 -0.0013647251443766569 0.0029784715516889275 -5.0401687098251763e-05 0.00080900722470242489
leaf_weight=0.0010165720328281216 0.0019005131518549786 0.0014371345383679948 0.0010187704132489364 0.0010774340924679651 0.001941129207064852 0.0013843237269204342 0.0010398402889979508 0.0010458346435042194 0.0016713571777668412 0.0011114252608201989 0.0010712995743039355 0.0010281988167655243 0.0011120619319804348 0.00143870433903348
leaf_count=114 745 176 67 107 247 364 68 392 178 52 283 61 57 210
internal_value=0 8.24642e-05 -9.52356e-05 3.45388e-05 0.000182427 -0.000118625 0.000136955 -0.000310709 -0.00124933 0.00183415 0.000420664 0.000965164 0.00133523 0.00171323
internal_weight=0 0.018278 0.0168409 0.0158221 0.0147447 0.0116915 0.0103072 0.00815591 0.00357187 0.00215127 0.00458404 0.00351274 0.00305319 0.0024669
internal_count=3121 3007 2831 2764 2657 2353 1989 1869 923 120 946 663 304 271
is_linear=0
shrinkage=0.00533549


Tree=1414
num_leaves=28
num_cat=0
split_feature=160 1213 9 3 1374 483 158 453 16 49 129 43 43 474 156 133 42 43 0 1374 4 16 52 12 13 52 4
split_gain=0.000460463 0.000473435 0.000365906 0.000341766 0.000427461 0.00031413 0.000427169 0.00042808 0.000508912 0.000469547 0.000413291 0.000371468 0.000449776 0.000340416 0.000959066 0.000353184 0.000334046 0.000375196 0.000477179 0.000665098 0.000488292 0.000439682 0.000192107 0.000187003 0.000163166 0.000354119 0.000132346
threshold=-0.40698999999999991 -0.080769999999999995 -1.0000000180025095e-35 0.31299000000000005 0.086000000000000007 0.083960000000000021 0.087355000000000016 1.0000000180025095e-35 -0.50992999999999988 0.13984500000000002 0.084115000000000009 0.24789500000000006 0.15359500000000004 0.084660000000000027 0.083840000000000012 0.099660000000000012 -0.11466499999999999 -0.074359999999999996 -0.14001499999999997 -0.094929999999999987 -0.0073899999999999999 -0.088159999999999988 -0.077024999999999996 0.093535000000000021 -0.084034999999999985 0.091275000000000009 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 8 23 10 11 12 13 14 15 16 -10 22 19 -19 21 -20 -18 -4 -24 -26 -21
right_child=1 2 3 -5 -6 -7 -8 -9 9 -11 -12 -13 -14 -15 -16 -17 17 18 20 26 -22 -23 24 -25 25 -27 -28
leaf_value=-0.00073069996562090964 -0.00077454944226209102 0.00076081679214399145 0.00096774804922970402 0.00071056073048461209 -0.00077178601583544905 -0.00052232773070640874 -0.00063936272185966556 -0.00060393304080401812 -0.00052487072550357809 0.00089883446329187464 -0.00073496434263043862 -0.00062955942334819767 0.00090537624858015239 0.00060762321825854606 -0.0010310032100597742 -0.00046878721473307488 0.00086070582047846004 -0.00027617845049906402 0.00066497650590180131 0.00043953138078592997 -0.00092363749670174434 -0.00037398712030257801 0.00071221159375328648 0.00027339610068493031 -0.00036903016010359874 0.00060118606544310674 0.0010334523059230927
leaf_weight=0.0013207293825033819 0.0011260638830317129 0.0010695100549639727 0.0013806170089460867 0.0010732010684333373 0.0010796214591218814 0.0015346314833473143 0.0013017197450938536 0.0013038300244643244 0.0010203863379416598 0.0010047129509516131 0.0010414232169622109 0.0011147679862322226 0.0010366896282008034 0.0016176328538690657 0.0012638052563387061 0.0015381246095773635 0.0014646453428133199 0.0015720555766165489 0.0010337605094132727 0.0010462524586358768 0.0012023884360209741 0.0016115736824815485 0.0011251189969914144 0.0010602676327380323 0.001118301234953374 0.0012120832607287468 0.0013020137702142052
leaf_count=240 303 94 76 109 69 296 177 51 16 49 161 121 15 182 167 286 99 16 79 27 96 206 44 26 59 27 30
internal_value=0 1.79412e-05 4.57164e-05 2.10926e-05 -3.58319e-06 2.51079e-05 5.58001e-05 9.05102e-05 0.000127069 6.81324e-05 2.89871e-05 6.82185e-05 0.000108806 6.32531e-05 9.91796e-06 9.62003e-05 0.000159593 0.000214637 4.44655e-05 0.000349783 -0.000266613 3.20257e-05 0.000483309 0.000666137 0.000323346 0.0001356 0.000768835
internal_weight=0 0.0332552 0.0321291 0.0310596 0.0299864 0.0289068 0.0273722 0.0260705 0.0247666 0.0223257 0.021321 0.0202796 0.0191648 0.0181281 0.0165105 0.0152467 0.0137086 0.0126882 0.00776804 0.00392032 0.00384772 0.00264533 0.00492015 0.00244088 0.0034555 0.00233038 0.00234827
internal_count=3121 2881 2578 2484 2375 2306 2010 1833 1782 1680 1631 1470 1349 1334 1152 985 699 683 454 73 381 285 229 102 130 86 57
is_linear=0
shrinkage=0.00124344


Tree=1415
num_leaves=31
num_cat=0
split_feature=31 151 1348 14 16 1213 484 403 484 151 130 43 42 160 13 43 13 49 4 0 160 1 43 12 1 4 12 2 4 1
split_gain=0.0011223 0.000742583 0.00103014 0.000981321 0.000744454 0.000770901 0.000761968 0.000836202 0.000791329 0.000622217 0.00044881 0.000572892 0.00097107 0.000550261 0.000555947 0.000776818 0.000520778 0.000514769 0.000547441 0.000680397 0.000814634 0.00050135 0.000463616 0.000850987 0.000451868 0.000390439 0.000360212 0.000179011 6.56196e-05 3.83112e-05
threshold=-1.0000000180025095e-35 -0.40381499999999992 0.090205000000000021 0.076175000000000007 -0.53943499999999989 -0.080769999999999995 0.085515000000000022 -0.082384999999999986 0.096935000000000007 -0.10959499999999998 -1.0000000180025095e-35 -0.15323999999999996 -0.11466499999999999 -0.090969999999999981 -0.084034999999999985 0.16180500000000003 -0.095539999999999986 0.10299000000000001 -0.35136499999999998 -0.030209999999999997 0.088755000000000014 0.086560000000000012 0.08845500000000002 0.082850000000000021 0.11374000000000002 0.0061450000000000003 -0.040564999999999997 0.096540000000000015 -0.077679999999999985 0.085110000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 7 -7 29 -9 -11 12 -12 -13 15 16 22 18 -16 20 21 -20 23 26 -23 -22 -15 -14 -18 -8
right_child=1 2 -4 -5 5 6 8 9 -10 10 11 13 27 14 17 -17 28 -19 19 -21 25 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013463655305064319 -0.0011710736797003606 0.00099708483645818166 0.0013265890052970833 -0.0011635564904017444 -0.0010164728454719781 -0.0012555811776357975 0.00089640007372565199 0.0009211219037190601 -0.00013315573567860141 -0.00073599547319305899 -0.00041870481973821253 -0.0008198808225569989 0.00057761504458775858 -0.00013854581048798744 -0.001177395679792832 -0.00064134636219724008 0.0011565809483714408 0.00061326914204627703 3.5372122879960763e-05 0.00065529081409718571 -0.0004504516820291687 -0.0012061312565704808 0.000833703420188181 -0.00087518111557392602 -0.00027106637995553745 0.00058296092488553729 0.00097519519254330041 0.0012357525569539559 0.00070189267604089034 0.0012501819538334941
leaf_weight=0.0010720590060829807 0.0010405143769833805 0.0012769139065516013 0.0010043957613063972 0.0013924847573720802 0.0014319539302155562 0.0010569195642642351 0.0010693712522655821 0.0011783524839330531 0.0017356152861554008 0.001756873623759119 0.0017878172184850882 0.001892526212688316 0.0020538871609900857 0.0010045432048038094 0.0012456782998757536 0.0016420545616036009 0.0010616304148971523 0.0011394442236856142 0.0013789288332361968 0.0013551340728019884 0.0010345906099669122 0.0028485695371491815 0.0012769049943521793 0.0015246242111004449 0.0013945783063218364 0.00184056466881799 0.0011044689624561954 0.0011781476796137724 0.0012543637022313075 0.0011517139700005785
leaf_count=86 64 54 33 97 319 395 64 50 147 146 48 214 37 29 118 42 32 110 234 35 65 194 24 33 78 39 57 26 194 57
internal_value=0 -4.81703e-05 -1.97235e-05 -5.34713e-05 -1.35041e-05 -4.80084e-05 -9.45131e-06 -7.83262e-05 0.000547762 -3.81285e-05 -7.60907e-05 -3.47119e-05 0.00037724 -0.000124628 -6.22861e-05 0.000194315 0.000384199 -0.000248247 -0.000336699 -0.000230406 -0.000371657 -0.000669681 0.000136061 -0.000109099 -0.000898807 0.0002111 0.000444709 0.000817521 0.000910318 0.00107985
internal_weight=0 0.0421136 0.0410731 0.0400687 0.0386762 0.0373993 0.0359673 0.0320106 0.0039567 0.0309537 0.0297753 0.0280185 0.00501985 0.0229986 0.0211061 0.00886859 0.00722654 0.0122375 0.011098 0.00985237 0.00849723 0.00562208 0.00491054 0.00363364 0.00424315 0.00287516 0.00210901 0.00323203 0.00231599 0.00222109
internal_count=3121 3035 2971 2938 2841 2787 2468 2200 268 1805 1755 1609 111 1498 1284 411 369 873 763 645 610 506 143 119 272 104 86 63 226 121
is_linear=0
shrinkage=0.00134594


Tree=1416
num_leaves=26
num_cat=0
split_feature=9 1213 1429 484 403 475 3 453 158 148 1374 130 15 376 43 160 16 16 12 3 159 3 48 2 49
split_gain=0.000573326 0.000500298 0.000396131 0.000457691 0.000490793 0.000409649 0.000407614 0.000413002 0.000523283 0.00047118 0.000591302 0.000663405 0.00050731 0.00058614 0.000856204 0.000735509 0.000696243 0.000598291 0.000475622 0.000440654 0.000226587 0.000193709 0.000290394 0.000134511 0.000131541
threshold=-1.0000000180025095e-35 -0.080769999999999995 -1.0000000180025095e-35 0.085515000000000022 -1.0000000180025095e-35 -0.074304999999999982 0.30112000000000005 1.0000000180025095e-35 0.087355000000000016 -1.0000000180025095e-35 -0.094929999999999987 -1.0000000180025095e-35 0.097485000000000016 0.11430500000000002 -0.14968999999999996 -0.085764999999999994 -0.067914999999999989 0.0039400000000000008 0.092465000000000006 -0.013929999999999998 0.080005000000000007 -0.078934999999999991 0.087380000000000013 0.089525000000000007 -0.24768999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 7 8 9 -7 -11 -12 13 14 23 -16 18 -18 21 -19 -5 -17 -23 -13 -14
right_child=1 2 3 20 5 6 -8 -9 -10 10 11 12 24 -15 15 16 17 19 -20 -21 -22 22 -24 -25 -26
leaf_value=0.0010348126563401487 -0.0010491775299556754 -0.00096655746971186255 -0.00095384447688522404 0.00022992048035152456 -0.00093763286211745 0.00093478086174330786 0.00093402924984668941 -0.00085990098559749319 -0.0010378421252154775 -0.00096399250398619305 -0.00098837650108875904 0.0013477149499040678 -0.00017847050426703789 -0.00082874038575421352 -0.001122257547028738 0.0003210043579743579 -0.00095232592389419483 0.0008665587210917253 -0.00028266168696754245 -0.0003153950235948232 0.0011011522932066087 0.0014191129128720242 0.00054709385531645266 0.00071139175779998858 -0.00096469951854716827
leaf_weight=0.0012481965130332054 0.0012100838267642402 0.0010577339980527558 0.0014108529571732467 0.0017680343128310119 0.0011133593125828281 0.0015437723407938355 0.0012073121339648543 0.0013281474691948505 0.0010641758257112768 0.0013846282354279529 0.0012996874305683239 0.0018098092931548805 0.0011210274567474698 0.0011287815761176203 0.0010264663064449868 0.0014237483881327402 0.0016468580100876956 0.0014330953342163166 0.0012024823150058594 0.0017330293512713979 0.0012797038688678875 0.0019894953325462206 0.0018171497182589702 0.0015200040857337171 0.001002402921575051
leaf_count=94 325 152 559 188 217 82 92 58 166 19 109 23 24 18 121 92 139 111 83 40 94 69 47 60 139
internal_value=0 -5.31151e-05 -1.69321e-05 1.42097e-05 -4.64741e-05 -4.17355e-07 3.86897e-05 -3.74265e-06 4.3349e-05 9.31955e-05 3.28753e-05 0.000101362 0.000176481 0.000268636 0.000348029 0.0001556 0.000272236 -0.0001814 0.00061164 0.000219597 0.000595739 0.000817242 0.00100284 0.00105724 -0.000549624
internal_weight=0 0.0345218 0.0333118 0.032254 0.0292063 0.0277954 0.0266821 0.0254748 0.0241466 0.0230824 0.0215387 0.020154 0.0188544 0.0167309 0.0156021 0.0122723 0.0112459 0.00481298 0.00643288 0.00316612 0.00304774 0.00523039 0.00380665 0.00332981 0.00212343
internal_count=3121 3027 2702 2550 2268 1709 1492 1400 1342 1176 1094 1075 966 803 785 702 581 290 291 151 282 208 116 83 163
is_linear=0
shrinkage=0.00157699


Tree=1417
num_leaves=28
num_cat=0
split_feature=1213 1456 133 52 453 403 42 12 123 13 160 133 474 1 2 13 49 52 2 15 16 1 1 49 13 48 48
split_gain=0.000565266 0.000531476 0.000419221 0.000508075 0.000460247 0.000495557 0.000437521 0.000561152 0.000509361 0.000555221 0.000503904 0.000955287 0.000690358 0.000540317 0.00042463 0.000597661 0.00061234 0.000677244 0.000538094 0.000384038 0.00038309 0.00027295 0.000269896 0.000263754 0.00019428 0.000144023 0.000117204
threshold=-0.080769999999999995 -1.0000000180025095e-35 -0.25159999999999993 -0.43320999999999993 1.0000000180025095e-35 -0.083259999999999987 -0.11466499999999999 1.0000000180025095e-35 0.088610000000000008 -0.53104499999999988 -1.0000000180025095e-35 -0.010909999999999998 0.084660000000000027 0.11230000000000001 0.11870500000000002 0.17001000000000002 -0.069799999999999987 -0.081429999999999989 0.10005000000000001 -0.095869999999999983 -0.078844999999999985 0.111945 0.08844500000000001 0.005085000000000001 -1.0000000180025095e-35 0.094535000000000022 0.088875000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 7 -7 9 -8 11 -11 21 14 15 16 17 26 19 -18 22 -13 -21 24 -15 -20 -12
right_child=1 2 3 4 -6 6 8 -9 -10 10 13 12 -14 23 -16 -17 18 -19 25 20 -22 -23 -24 -25 -26 -27 -28
leaf_value=-0.0009690103508591001 -0.00081895972215505002 -0.00083769720469376887 -0.0008521876834648494 -0.00077014393038158887 -0.00059451597552058943 0.00021802897033477975 -0.00077973064367639828 -0.0011346893025185939 0.0011427393874070561 0.0010283420732111988 2.6552842208896616e-05 -0.0012538477589442184 0.00030835215667811901 0.0013718574711470239 -0.00058010214905714909 -0.00062658051531500579 -0.00026229201167813292 -0.00093492818871273111 0.0012950058010229944 0.00038753742784582173 -5.5581761959835764e-05 -0.00034758089794708843 0.001202046533047834 0.00026546268807724237 0.00063443919948780062 0.00064233270153410437 0.00069247716345105027
leaf_weight=0.0011976489418886729 0.0014574187580642653 0.0010242702811971141 0.0011267203250452098 0.0011170179164544094 0.0017453014285837556 0.0013417312757830748 0.0011050038013991062 0.0010897409225817389 0.0011528265195038237 0.0010761335528974847 0.0010285264445633047 0.001566154974743438 0.001504501997868779 0.0015153234272031746 0.0012032976688640682 0.0012732161690962593 0.0015723641966277555 0.0012748195687635197 0.0018860332552197434 0.0015388606083419562 0.0014622100478505345 0.0011160406767229958 0.0016564038713386964 0.0012851843412278185 0.0013029707933349668 0.0010223401181050917 0.0010446339642360414
leaf_count=325 258 172 237 405 65 30 15 72 114 78 46 304 154 95 43 35 54 52 85 122 149 54 37 33 44 19 24
internal_value=0 9.11756e-06 4.45803e-05 7.19588e-05 0.00010462 0.000145111 0.000180342 -0.000388234 0.000232341 0.000191076 0.000235169 -0.000148415 -0.000450885 0.000341049 0.0002176 0.000287361 0.000380555 -0.000131772 0.000568257 0.000336084 0.000538096 -0.000876757 0.000809774 0.00079119 0.00103093 0.00106558 0.000362102
internal_weight=0 0.035489 0.0340316 0.0330074 0.0318806 0.0301353 0.0290183 0.00243147 0.0265868 0.025434 0.024329 0.00526283 0.0041867 0.0190662 0.0149627 0.0137594 0.0124862 0.00334798 0.00913821 0.00622984 0.00465747 0.0026822 0.00319526 0.00410348 0.00281829 0.00290837 0.00207316
internal_count=3121 2796 2538 2366 2129 2064 1659 102 1557 1443 1428 590 512 838 666 623 588 122 466 362 308 358 159 172 139 104 70
is_linear=0
shrinkage=0.00140032


Tree=1418
num_leaves=14
num_cat=0
split_feature=1 0 2 15 3 3 457 3 1 2 11 47 3
split_gain=9.45892e-05 0.000197705 0.000252782 0.000164768 0.000147472 0.000198995 0.000255383 0.000264069 0.000229846 0.000192338 0.000232831 0.00018788 0.000299431
threshold=0.077565000000000009 0.024095000000000002 0.10672500000000001 0.083935000000000023 0.16158000000000003 0.12178000000000001 0.069910000000000014 0.088060000000000013 0.12958500000000003 1.0000000180025095e-35 1.0000000180025095e-35 0.092530000000000015 -0.078934999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 7 8 9 11 -11 12 -2
right_child=4 2 -4 -5 -6 -7 -8 -9 -10 10 -12 -13 -14
leaf_value=-0.0021876989737871087 -0.0014918085428767636 -0.00069682056760827322 0.0020966085218391607 -0.0001073464629071468 0.0017898101650180159 -0.0014168885699003613 0.0017712343098126172 -0.001497205632104871 0.0023328826211738208 0.0019765105065405074 -0.00060965909873960051 -0.0021554800705092022 0.0014625784036468965
leaf_weight=0.0017101659922012574 0.001335941775640173 0.0016624430484582509 0.0010557105020936319 0.0013641151417394248 0.0010599240932176466 0.0015999664973662684 0.0018747561159469526 0.0019498942726308144 0.0010049142708301595 0.0016958386858512142 0.0011743574831948322 0.0011126306692899046 0.0014006584651272665
leaf_count=857 283 56 27 696 147 50 149 107 119 157 166 132 175
internal_value=0 -0.000489047 0.000388126 -0.00126461 0.000187834 5.87003e-05 0.000263124 -2.913e-05 0.000341464 4.364e-05 0.000918364 -0.000608602 2.03184e-05
internal_weight=0 0.00579243 0.00271815 0.00307428 0.0142089 0.013149 0.011549 0.00967424 0.00772434 0.00671943 0.0028702 0.00384923 0.0027366
internal_count=3121 1636 83 1553 1485 1338 1288 1139 1032 913 323 590 458
is_linear=0
shrinkage=0.0044645


Tree=1419
num_leaves=26
num_cat=0
split_feature=1213 14 51 474 14 39 47 4 12 124 49 52 52 15 133 1374 12 0 4 3 0 16 484 15 2
split_gain=0.000459694 0.000447464 0.000505896 0.000409047 0.00049546 0.000547832 0.000583474 0.000560237 0.000535663 0.000477188 0.000419622 0.000358751 0.000397503 0.00044506 0.000423445 0.000384946 0.000398929 0.000350207 0.000303445 0.000377068 0.000296105 0.000459967 0.000293011 0.000199109 0.000156004
threshold=-0.080769999999999995 0.076175000000000007 -0.40274499999999996 0.084660000000000027 -0.10708499999999999 0.11593500000000001 0.12431000000000002 0.24564500000000003 0.096210000000000004 -0.027784999999999997 0.082865000000000008 0.11434500000000002 -0.11592499999999999 -0.10203999999999998 0.10622000000000002 -0.094929999999999987 0.098810000000000023 -0.14001499999999997 -0.27825499999999997 0.090900000000000009 -0.070154999999999981 -0.056919999999999991 0.085515000000000022 -0.15914499999999995 0.084055000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 17 6 7 9 23 -6 11 12 -11 -14 15 -15 18 -4 -17 20 21 24 -5 -9 -20
right_child=1 -3 3 22 5 -7 -8 8 -10 10 -12 -13 13 14 -16 16 -18 -19 19 -21 -22 -23 -24 -25 -26
leaf_value=-0.00082260292473000402 -0.00076916329040907538 -0.00069987138123355755 -0.0010625890159726727 1.3935910684461716e-05 0.00066666123420962991 0.00099268004535862995 -0.00067531363677358447 0.00066112733444904069 0.0012849627118411229 -0.00068520389667686503 0.00061894817156047332 -0.00078773387891086866 -0.00078333150422391746 -0.00053896078579003298 -0.00063664922226362329 -0.00017727163441046064 -0.00041856660568025128 -5.7280661884443088e-05 0.00073723382939343263 0.0011575596929185542 0.00092165836623573174 -0.00042906268470849928 0.00093061217024553917 -5.4089872556136451e-05 7.9972587361826669e-05
leaf_weight=0.0012404981722113897 0.0013311380572209588 0.0015328479845875256 0.0012064530027089404 0.0010207836175124543 0.0017998112247799005 0.0011534204014527196 0.0018899435372645703 0.0011801801739748097 0.0012537812717052788 0.0016559154159849739 0.0015068905568493265 0.0013506023310954065 0.0011573484677627104 0.001207838949870422 0.0012966074436491235 0.0014733210708008874 0.0013252553337830273 0.0013086578957584019 0.0017874804231325873 0.0012710928561414647 0.0012496810096820597 0.001484117132019902 0.0016572397635439273 0.0017517670517872555 0.0010318528285609974
leaf_count=325 103 96 29 204 122 49 67 119 38 200 275 236 58 30 219 35 68 66 127 31 33 147 113 109 222
internal_value=0 1.11759e-05 4.38562e-05 7.76551e-05 3.16967e-05 8.52491e-05 4.44814e-05 0.000101679 0.000548664 6.21182e-06 -6.05757e-05 -0.00012343 -6.33779e-05 1.41323e-05 9.02372e-05 0.000177258 0.000267156 -0.000539509 0.000376677 0.000496273 0.000344906 0.000177423 0.000581202 0.000233802 0.000496682
internal_weight=0 0.034884 0.0333512 0.03202 0.029342 0.0268269 0.0256735 0.0237835 0.00418573 0.0195978 0.017798 0.0162911 0.0149405 0.0132846 0.0121272 0.0108306 0.0096228 0.00251511 0.00829755 0.00682422 0.00555313 0.00430345 0.00267802 0.00293195 0.00281933
internal_count=3121 2796 2700 2597 2280 2185 2136 2069 266 1803 1681 1406 1170 970 912 693 663 95 595 560 529 496 317 228 349
is_linear=0
shrinkage=0.00134594


Tree=1420
num_leaves=16
num_cat=0
split_feature=43 42 376 133 3 0 457 160 43 2 2 52 16 4 1
split_gain=9.99758e-05 0.000182558 0.00024727 0.000213947 0.000213445 0.000272025 0.000176518 0.000260436 0.000260438 0.000186584 0.000324572 0.00015212 0.000147914 6.27131e-05 4.76759e-05
threshold=0.21122500000000002 -0.11466499999999999 1.0000000180025095e-35 0.09389500000000002 -0.12018999999999998 -0.053834999999999994 -0.0029299999999999994 -0.082869999999999985 -0.070064999999999975 0.11411 0.089885000000000007 -1.0000000180025095e-35 -0.087874999999999981 -0.00059999999999999995 0.10089500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 11 6 -6 -8 14 10 13 -3 -12 -10 -9
right_child=-2 2 -4 -5 5 -7 7 8 9 -11 12 -13 -14 -15 -16
leaf_value=-0.0015696466872499981 -0.0012328142328759673 6.0452031799118599e-05 0.0020193718291990018 -0.0016561736884767161 -0.0013410191113682999 -0.0017774069893919024 -0.0014596865226340747 0.001268289442030822 0.00028069744902215301 -0.001143704254542792 0.0030158934367138599 0.0019470973115258683 0.0007112183878470339 -0.001170364659197476 0.0025512764022024904
leaf_weight=0.0011758523425104963 0.0011557682042276909 0.0013548866426376094 0.0012461244429133314 0.0012685519125998903 0.0012632722373938097 0.0015282306552919572 0.0012365404262286188 0.0010231961972059257 0.0010111596483688146 0.0014579726899519585 0.0010259759431396898 0.0018774241445405045 0.0010251699773848877 0.0011984951110048658 0.0011140014832323741
leaf_count=159 198 150 159 480 206 217 318 296 379 122 58 121 91 90 77
internal_value=0 6.74615e-05 0.000176644 3.64984e-05 0.000178546 -8.73837e-05 0.000162018 0.000370843 0.00065897 0.000181336 0.000634742 0.00115627 0.00186401 -0.000506344 0.00193704
internal_weight=0 0.0188069 0.017631 0.0163849 0.0151163 0.011884 0.0103558 0.00909251 0.00785597 0.00571877 0.0042608 0.00323231 0.00205115 0.00220965 0.0021372
internal_count=3121 2923 2764 2605 2125 1854 1637 1431 1113 740 618 271 149 469 373
is_linear=0
shrinkage=0.00429114


Tree=1421
num_leaves=15
num_cat=0
split_feature=51 1 50 15 15 52 403 49 457 16 0 4 15 4
split_gain=9.78038e-05 0.000247619 0.000278651 0.000213253 0.00021261 0.00013622 0.000164899 0.000187312 0.000270697 0.000265326 0.00022995 0.00021321 0.000150957 9.49346e-05
threshold=-0.40274499999999996 0.14000500000000002 0.10647500000000001 -0.24436499999999997 -0.11713499999999999 -0.12005499999999998 -1.0000000180025095e-35 -0.006494999999999999 0.088350000000000026 -0.094359999999999986 0.089620000000000019 -0.0016099999999999997 -0.0088349999999999974 -0.077834999999999988
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 -8 11 13 -13 -9
right_child=1 -3 -4 4 5 6 7 10 -10 -11 -12 12 -14 -15
leaf_value=-0.0014416445137844971 0.0019537225502869304 0.0021172604326444165 -0.00249825561578374 -0.0017590073352889413 -0.0013709783504701309 -0.0015824991005492556 7.7570330167474975e-05 0.0016225067783673475 0.0013043507881610422 -0.0028507158285811119 -0.00054538166835160274 -0.00071677897243045186 0.001626245153012964 0.0034313352847166472
leaf_weight=0.0010121875194195598 0.0012504361960437261 0.0012387340320289255 0.0010037770192869713 0.0015260072500055651 0.0012718838685277832 0.0010049600368909626 0.0015647143767516525 0.0017649075857372179 0.0014384638336404354 0.0012489089585288621 0.0018562323300973516 0.001316601644262505 0.0011619650215983863 0.0010322001946473924
leaf_count=114 150 119 317 209 376 615 77 271 91 197 51 148 70 316
internal_value=0 7.0452e-05 -7.49205e-05 7.30655e-05 -8.17818e-05 0.000105576 0.000257163 0.000419565 -0.000367501 -0.00122224 0.000888819 0.00139344 0.000381643 0.00229001
internal_weight=0 0.0186798 0.0174411 0.0164373 0.0151868 0.0136608 0.012389 0.011384 0.00425209 0.00281362 0.00713191 0.00527567 0.00247857 0.00279711
internal_count=3121 3007 2888 2571 2421 2212 1836 1221 365 274 856 805 218 587
is_linear=0
shrinkage=0.00473777


Tree=1422
num_leaves=30
num_cat=0
split_feature=9 3 150 1456 453 4 14 48 160 1213 484 403 130 3 131 13 13 1 2 3 0 16 41 13 49 457 3 3 4
split_gain=0.000505201 0.000418773 0.000400062 0.000590285 0.000518081 0.000550553 0.000719939 0.000551731 0.000452557 0.000426191 0.000519271 0.000491354 0.000485745 0.000580741 0.000510669 0.000553087 0.000546131 0.000453514 0.000661965 0.000490276 0.000439738 0.000411756 0.00029469 0.0002687 0.00024553 0.00041835 0.000121963 0.000103408 2.60601e-05
threshold=-1.0000000180025095e-35 0.31299000000000005 -0.22665999999999997 -1.0000000180025095e-35 1.0000000180025095e-35 0.27287000000000006 -0.46885499999999997 0.093265000000000015 -0.091944999999999985 -0.080769999999999995 0.084750000000000006 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.074084999999999998 0.10033500000000002 -0.084034999999999985 0.10820000000000002 0.086560000000000012 0.10584500000000001 0.092670000000000016 -0.13843999999999998 0.0013750000000000001 0.08110500000000001 -0.095539999999999986 0.082865000000000008 0.088585000000000011 -0.0025099999999999996 -1.0000000180025095e-35 -0.10429499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 7 -7 8 -5 -10 11 -11 -13 14 15 23 -17 18 21 26 -21 -15 -8 -14 25 -9 -19 -12 -18
right_child=1 -3 3 4 -6 6 22 24 9 10 27 12 13 17 -16 16 28 19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.00084704353217981932 0.0006756578552320645 0.00077068287910554993 -0.0010387033286057936 -0.00090746276390240221 -0.00098685655471583136 -0.00051269380705320307 0.0011001722730590695 -0.00043180451521536233 -0.00098668142173755037 -0.0010318263343116274 0.00026314825772432094 -0.00095316562454178966 0.00011059999823901011 0.00098979549699355755 0.0011620040371453275 -0.00098600378480862699 1.6996738938103917e-05 -0.00071383861844055165 -0.00073500093528233647 0.00045079376881035978 -0.00064995489066916397 -0.00012152434020505202 0.0001941829161083184 0.0010349843612033997 0.00076562623451659152 0.0006992353558934796 -0.0013729937965403219 0.00086541313383237996 0.00032797715602063746
leaf_weight=0.0012337302797725816 0.0012917405347820923 0.0011435002443884726 0.0012240049630884977 0.0015458086683522989 0.0011139751866369165 0.0011025429044693169 0.0019481736439740374 0.0013555112523471182 0.0010580910761709408 0.0011648102396846207 0.0011563861434353839 0.0011929738995832542 0.0011103279057813609 0.0013791876612696645 0.0010072593196355228 0.0012347799753876752 0.0010209747781995127 0.0010343999506012835 0.0012574432481242681 0.0012037366852837295 0.001584303886183136 0.0011542634558979747 0.0010367669082462783 0.0012712402661544326 0.0016496777815664387 0.0011303425224014063 0.0010829628044604078 0.0010036810313920333 0.0010106092374755349
leaf_count=94 29 109 286 255 57 30 163 146 270 492 106 97 46 58 23 305 19 82 51 20 36 37 31 113 70 21 23 26 26
internal_value=0 -4.66183e-05 -7.3845e-05 -0.000103153 -6.71544e-05 -3.37782e-05 0.000435325 -0.000105839 -0.000190642 -0.000137694 -9.24832e-05 -0.000169995 -0.000109317 -4.37415e-05 0.00026149 0.000100891 -0.000265949 -0.000277332 7.93007e-05 -0.000552938 -0.000174707 0.000483468 0.000785493 0.000604021 0.000354996 8.24906e-05 -0.00105098 0.000542992 0.000171694
internal_weight=0 0.0354695 0.034326 0.0330342 0.0318102 0.0306963 0.00408748 0.0266088 0.0224732 0.0209274 0.0198693 0.0177093 0.0165445 0.0153515 0.00665519 0.00564793 0.00326636 0.0086963 0.00379089 0.0049054 0.00278804 0.00253345 0.00298494 0.00238157 0.00413553 0.00248585 0.00211736 0.00216007 0.00203158
internal_count=3121 3027 2918 2889 2603 2546 224 2322 2085 1830 1560 1428 936 839 532 509 350 307 146 161 56 95 194 159 237 167 105 132 45
is_linear=0
shrinkage=0.00137286


Tree=1423
num_leaves=26
num_cat=0
split_feature=1456 133 52 1 3 1 2 151 453 43 40 160 15 12 16 0 3 43 3 2 1 1 2 2 16
split_gain=0.000484533 0.000472439 0.000488955 0.000479823 0.000616647 0.000583332 0.000501913 0.000419297 0.000372104 0.000424074 0.000416531 0.000393763 0.000581138 0.000480448 0.00038375 0.000318005 0.000259568 0.000429036 0.000342326 0.000245606 0.000231255 0.000202688 0.000121095 9.5821e-05 7.46384e-05
threshold=-1.0000000180025095e-35 -0.25159999999999993 -0.43320999999999993 0.094385000000000011 -0.12018999999999998 0.091095000000000023 0.10327000000000001 -0.082229999999999984 1.0000000180025095e-35 -0.27207999999999993 -0.012109999999999998 -1.0000000180025095e-35 1.0000000180025095e-35 0.092755000000000018 -0.008904999999999998 -0.20211999999999997 -0.08824499999999999 -0.084004999999999982 -0.055119999999999995 0.090545000000000014 0.077845000000000011 0.12082500000000002 0.093175000000000022 1.0000000180025095e-35 0.042200000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 20 6 7 -6 9 -5 -11 14 13 15 -12 -13 -9 -18 -19 -20 24 -14 -21 -17 -4
right_child=1 2 3 8 5 -7 -8 16 -10 10 11 12 21 -15 -16 23 17 18 19 22 -22 -23 -24 -25 -26
leaf_value=-0.0007908230362204114 -0.00088993537064202045 -0.00085729753818593519 -0.00012598166801385536 -0.00045851927685047067 -0.00074052086841504608 -0.0011886443500004596 -0.00080899208415025721 -0.00047729504117229645 -0.00051758589490333198 0.0010000214772886004 -0.00082055437280578768 0.00042375471672955546 -0.00062175986252047003 5.5910808973399247e-05 0.00024708180016869981 0.00086145405254272115 0.00082676432313902261 -0.00060067067677431452 -0.00020304449767658155 0.00077759980694795357 0.00084334036602772477 0.0002069167979716495 0.00015617277346353009 0.0013669496981913965 0.00038702407869802333
leaf_weight=0.0014312102706807153 0.0010315215133347424 0.0010737235485517851 0.0010668323419409332 0.0012321864409443615 0.001279976989939092 0.0010918427002784012 0.0017631101139730107 0.0012234949209021231 0.0010946643711520201 0.0017875314873692658 0.0010521887594805435 0.0018829512760731876 0.0010461446149214737 0.0019658625252905182 0.0015985701147522855 0.0012416689789360707 0.0016192015849539349 0.0012746372754240945 0.0015768967119917966 0.0013011329865442178 0.0014361124436468309 0.0011880858841095687 0.0010829139105830166 0.0016406453513280184 0.0010712939912025377
leaf_count=288 181 239 51 21 145 110 183 268 33 227 70 44 49 60 76 45 111 605 54 20 64 14 38 105 20
internal_value=0 2.47978e-05 5.3749e-05 8.47857e-05 -8.42988e-05 -0.000231078 -0.000137069 -1.04779e-05 0.000254482 0.000312228 0.000383082 0.000288145 0.000425586 0.000626959 -0.000176704 0.00086254 0.000105195 0.000209162 1.81575e-05 0.000217297 0.000417249 -0.000181099 0.000495327 0.00114919 0.000131056
internal_weight=0 0.0336232 0.0325917 0.0315179 0.0157874 0.0122132 0.0111214 0.00935825 0.0157305 0.0146358 0.0134036 0.0116161 0.00896536 0.00673113 0.00265076 0.00476527 0.00807828 0.00685478 0.00523558 0.00396094 0.00357424 0.00223423 0.00238405 0.00288231 0.00213813
internal_count=3121 2833 2652 2413 1669 1534 1424 1241 744 711 690 463 317 254 146 194 1096 828 717 112 135 63 58 150 71
is_linear=0
shrinkage=0.00137286


Tree=1424
num_leaves=31
num_cat=0
split_feature=1213 1456 133 52 133 403 376 376 1 160 15 16 12 43 13 52 151 49 13 12 2 484 49 4 4 1 16 4 15 4
split_gain=0.000709018 0.000610182 0.000489145 0.000626275 0.000550934 0.000610326 0.000606996 0.000931531 0.000651924 0.000681212 0.000640845 0.000775622 0.000447914 0.000439243 0.000935144 0.00060908 0.000470641 0.000774675 0.000837017 0.000609068 0.000430423 0.000412653 0.000375502 0.000364166 0.000537466 0.0001615 0.000112179 8.13896e-05 3.61816e-05 5.96573e-07
threshold=-0.080769999999999995 -1.0000000180025095e-35 -0.25159999999999993 -0.43320999999999993 -0.085499999999999979 -1.0000000180025095e-35 0.11430500000000002 0.088470000000000007 0.10089500000000001 -1.0000000180025095e-35 1.0000000180025095e-35 -0.45661999999999997 0.10645 -0.15582499999999996 0.18141000000000002 0.11125500000000001 0.08357500000000001 -0.087004999999999985 -0.099939999999999987 0.084100000000000022 0.092875000000000013 0.044540000000000003 0.10910000000000002 -0.0024449999999999997 0.0061450000000000003 0.12500000000000003 -0.074319999999999983 0.033845000000000007 -0.095869999999999983 -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=-1 -2 -3 -4 26 -6 7 8 13 21 11 22 27 14 -7 16 17 -15 -19 20 23 -10 -11 -20 -25 -12 -5 29 -29 -13
right_child=1 2 3 4 5 6 -8 -9 9 10 25 12 -14 15 -16 -17 -18 18 19 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.00095136556907692265 -0.0008135725144161498 -0.00083769322024215451 -0.00083934886946518427 0.00047457697686085695 -0.00078868317570704438 0.001116266514309621 -0.00091812861731149591 0.0013462248907943175 -0.0006373917460580315 0.0004660757353910254 -0.00047353372464531348 0.0013019775455230635 0.00025097805147855976 -0.0012238846664612232 -0.00049005239694730146 -0.0011441196619647474 0.00069719991821372697 0.00072752318123351582 0.00064057815405581503 -0.0012379623967476215 -0.0006919246332489187 0.00038414742948691629 -0.00058975025304291496 -0.00072653845222546258 0.00042799113610381676 0.00021106817369896024 0.0010762407453903955 0.0011332663089251452 0.00077130555660525799 0.0013462573702825533
leaf_weight=0.0014261303583591447 0.0015455793486056626 0.0010924435845329752 0.001303576462869215 0.0012091816571696556 0.0014455064236436046 0.0014718292592306179 0.0010139497565555535 0.0011179070584581554 0.001900901126234312 0.0014976626896696672 0.0012306325269264571 0.0010046421544291934 0.0013197913720688348 0.0011877878172832394 0.0011852755144250438 0.0011325283035428244 0.0011758739135077087 0.0018954751614046507 0.0015080353700731575 0.0010263257096964074 0.0017080761634353792 0.001149571267908378 0.0010297953521893888 0.0015251238566751316 0.0014018899941561358 0.0012668436691001261 0.0010478646954692463 0.0010001651072930606 0.0010009762124667532 0.0012212050860007616
leaf_count=325 258 172 237 126 493 27 22 35 80 80 26 58 28 35 61 184 51 33 105 284 45 60 24 32 23 22 67 60 10 58
internal_value=0 1.50198e-05 4.95659e-05 7.65066e-05 0.000110938 6.61716e-05 0.000106068 0.000140733 9.40057e-05 0.000307892 0.000469571 0.000653874 0.000935467 -9.74488e-05 0.000399723 -0.000202618 -0.000109319 -0.000201817 -6.78947e-05 -0.000278189 -0.000117841 -0.000252424 3.58867e-05 0.000103257 -0.000173578 -0.00012627 0.000753908 0.00114918 0.000952213 0.00132627
internal_weight=0 0.0386164 0.0370708 0.0359784 0.0346748 0.0324178 0.0309723 0.0299583 0.0288404 0.0136222 0.0105717 0.00807424 0.00554678 0.0152182 0.0026571 0.0125611 0.0114286 0.0102527 0.00906493 0.00716945 0.00614313 0.00305047 0.00252746 0.00443505 0.00292701 0.00249748 0.00225705 0.00422699 0.00200114 0.00222585
internal_count=3121 2796 2538 2366 2129 1936 1443 1421 1386 506 366 318 214 880 88 792 608 557 522 489 205 140 104 160 55 48 193 186 70 116
is_linear=0
shrinkage=0.00134594


Tree=1425
num_leaves=15
num_cat=0
split_feature=147 484 42 1 156 42 43 1 15 43 15 1 0 3
split_gain=9.64897e-05 0.000163975 0.000151178 0.000177639 0.000158313 0.000166065 0.000291645 0.000178959 0.000173687 0.000237399 0.000192539 0.000236038 0.00023801 3.22221e-05
threshold=0.08955500000000001 -0.0068949999999999992 0.091735000000000025 0.11634000000000001 0.091255000000000017 -1.0000000180025095e-35 -0.083684999999999996 0.090405000000000013 -0.10653 0.13895500000000002 0.013270000000000002 0.095025000000000012 -0.11013499999999998 -0.03694999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 7 -7 -3 -8 10 11 12 -10 -9
right_child=-2 2 3 -5 -6 6 8 13 9 -11 -12 -13 -14 -15
leaf_value=-0.0019950732284304607 0.0014242088257393529 -0.002290921038516885 -0.002383390064137075 0.00040937991140565426 -0.0016442464693985079 0.0025764770947923478 0.0017637590455708812 0.00092633481944150251 0.00045167904340995122 0.0022751578410343119 -0.0020306395752255945 0.0015323615129004041 -0.0026337131075938355 -0.00039468192376760172
leaf_weight=0.0011732451873264762 0.0012071405082754163 0.0011808032527688703 0.0014220278472923389 0.0011093374636664821 0.0011507055389637791 0.0018464173252668017 0.001769058033218196 0.0010203293925361567 0.0015918976825020081 0.0010194736288582362 0.0015719114869846562 0.0018568653734103435 0.0011996418251944991 0.0010007631483004431
leaf_count=493 118 638 423 115 179 233 150 96 48 17 261 145 173 32
internal_value=0 -0.000101149 2.41122e-05 -0.0011595 0.000221125 0.000373822 0.000682602 -0.000673021 0.000294441 -6.45901e-05 -0.000448061 8.71059e-05 -0.000874244 0.000272221
internal_weight=0 0.0189125 0.0177392 0.00253137 0.0152079 0.0140572 0.0108553 0.0032019 0.00900885 0.00723979 0.00622032 0.0046484 0.00279154 0.00202109
internal_count=3121 3003 2510 538 1972 1793 1027 766 794 644 627 366 221 128
is_linear=0
shrinkage=0.00523088


Tree=1426
num_leaves=31
num_cat=0
split_feature=151 150 1456 4 14 1213 160 50 484 403 131 13 13 39 457 4 49 0 49 3 1 3 3 0 2 47 0 4 15 16
split_gain=0.000527379 0.00065148 0.000826914 0.000611266 0.000775243 0.000521561 0.000534638 0.000606365 0.000509919 0.000587569 0.000516182 0.000415216 0.000710763 0.000427013 0.000622119 0.000439385 0.000414461 0.000465929 0.000397011 0.000365087 0.000323304 0.000337002 0.000433571 0.000416555 0.00024366 0.000219086 0.000172362 0.000158647 0.000100856 7.77217e-05
threshold=-0.27559499999999998 -0.22665999999999997 -1.0000000180025095e-35 0.27287000000000006 -0.46885499999999997 -0.080769999999999995 -0.22361499999999998 0.096530000000000019 0.085515000000000022 -1.0000000180025095e-35 0.10033500000000002 -0.084034999999999985 -0.53104499999999988 0.090190000000000006 0.069910000000000014 0.09173000000000002 -0.10774499999999999 -0.084044999999999995 -0.047584999999999995 0.090900000000000009 0.11634000000000001 -0.10115999999999999 -0.026224999999999995 0.12113000000000002 0.081685000000000021 0.096475000000000019 -0.060129999999999996 0.15285000000000001 -0.087894999999999987 -0.16075999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 -4 -7 8 9 -8 11 12 -11 14 20 -15 -14 27 19 -16 21 23 -23 -13 -24 29 -10 -18 -26 -6
right_child=1 2 3 4 25 6 7 -9 26 10 -12 13 16 15 18 -17 17 -19 -20 -21 -22 22 24 -25 28 -27 -28 -29 -30 -31
leaf_value=-0.00096748287533622015 0.001053565253879792 -0.0011026547571075225 -0.00093505140530089376 -0.00046119746002636129 0.0012575659570346067 -0.00083882073776837232 -0.0010197974590948017 0.00074007623550089927 0.00024613555764530404 -0.00082641039857065919 0.00078695257878362524 0.00046810625636068364 -0.0003639970574481984 0.00091664695083228023 -9.9311548967293917e-05 -0.00029904071654069964 -0.00016654336564571367 0.0010874743115350982 -0.00045815110933037522 0.00097763825387708067 -0.0010600850584003129 -0.0013459956903185419 -3.1713530086221302e-05 -0.00053302197818976308 -0.00040464560850924665 0.00031015667028565051 0.00097505155601567404 0.00054632366808809335 -0.00099600965767909799 0.00075855483169291033
leaf_weight=0.001023719151592494 0.0010565510267355185 0.0012315220271920104 0.0011583170201648887 0.001181755274632712 0.0012997933348185553 0.0013593768216938465 0.0011673627259485278 0.0019981015604463295 0.0013499666647565078 0.0010149442432521028 0.0012877557500097217 0.0015508307147582487 0.0010183314503358076 0.0011427742687430973 0.0010132593240932408 0.0010186889134331523 0.0011560288842709099 0.0018900722922179291 0.0011586300724335538 0.0013042423361184774 0.0014717295874646661 0.0010727853110383476 0.0018901402123266062 0.0014633680946687377 0.0010510364348732537 0.0010998109800819389 0.001040739140236723 0.0011072105839637914 0.0010388420166709267 0.001000771925639298
leaf_count=74 20 286 291 44 208 213 487 213 91 8 40 60 31 41 53 16 137 58 30 15 35 336 37 74 30 30 33 30 55 45
internal_value=0 1.1627e-05 -1.8502e-05 1.9314e-05 0.000477901 -4.90778e-05 -1.4368e-05 2.5365e-05 -2.91232e-05 -8.86022e-05 -4.06106e-05 -9.04961e-05 0.000203398 -0.000210301 -0.000302308 0.000343698 0.0004055 0.00059417 0.000185154 0.000506774 -0.00047995 -0.000374111 -0.000586585 -1.79331e-05 -0.000381892 0.000804273 0.000563452 0.000182202 -0.000698602 0.00104049
internal_weight=0 0.0375947 0.0365382 0.0353067 0.00458213 0.0307245 0.0295662 0.0282068 0.0262087 0.023818 0.0226507 0.0213629 0.00618659 0.0151763 0.0130149 0.00216146 0.00517164 0.00415331 0.00347613 0.0023175 0.00953873 0.008067 0.0050528 0.0030142 0.00398002 0.00340038 0.00239071 0.00226324 0.00208988 0.00230057
internal_count=3121 3047 3027 2741 327 2414 2123 1910 1697 1573 1086 1046 264 782 725 57 256 225 98 68 627 592 458 134 122 283 124 167 85 253
is_linear=0
shrinkage=0.00134594


Tree=1427
num_leaves=31
num_cat=0
split_feature=1456 1213 122 1 44 43 123 133 50 48 15 14 3 49 52 3 52 150 4 159 2 2 4 1 11 13 16 15 1 12
split_gain=0.000591731 0.000614606 0.000602254 0.000773356 0.000631053 0.000656621 0.000806688 0.00059952 0.000478566 0.000431067 0.000490239 0.000446225 0.000422001 0.000542556 0.000424553 0.000391469 0.000538219 0.000602157 0.000442709 0.000408713 0.000382196 0.000525469 0.000695847 0.00072979 0.00034203 0.000438454 0.000269331 0.000256249 0.000237083 0.000226464
threshold=-1.0000000180025095e-35 -0.080769999999999995 1.0000000180025095e-35 0.13842500000000005 0.086360000000000006 0.24789500000000006 0.088610000000000008 -0.085499999999999979 0.088425000000000017 0.12879500000000002 -0.23909999999999995 -0.42214499999999994 0.10299500000000002 -0.039339999999999993 0.095415000000000014 -0.12018999999999998 0.098380000000000009 0.08882000000000001 0.0049200000000000008 0.078675000000000009 0.092365000000000017 0.088930000000000023 -0.083854999999999985 0.094715000000000008 0.081790000000000015 0.14871000000000004 0.13751500000000003 -0.09551999999999998 0.11669000000000002 0.09141500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 -3 9 10 11 -9 15 -14 -15 24 17 19 -19 20 21 22 -17 -24 25 29 -5 -10 -25 -12
right_child=1 2 -4 26 -6 -7 -8 8 27 -11 12 -13 13 14 -16 16 -18 18 -20 -21 -22 -23 23 28 -26 -27 -28 -29 -30 -31
leaf_value=-0.0009236486128927512 -0.00099696992752742824 0.00082525721522264941 -0.0011127541917670307 0.00147673741203266 -0.0011333707687613628 -0.00099323534512004742 0.0014192398326667629 7.3096409591986826e-05 -0.00018415925565093286 -0.00074545720108947313 0.0004416904136286461 0.0014805201123653669 0.0011406314450987931 -0.00040113887500715164 0.00083191234789923955 0.00092826018137654224 -0.0011287241158505876 -0.0014311834029517177 -8.5167562114042887e-05 -0.00087546377352817851 -0.00049874026299285667 0.00099721939513226364 -0.00094038645556588371 0.00063280105985608027 -0.00045106633932471792 -0.00022324095953823187 0.00048154886569147271 -0.0012199042494523741 -0.00022880950543658696 0.0013740478110785563
leaf_weight=0.0016346672230385098 0.0013541202434660385 0.0021324901095493834 0.0010106266524587673 0.0010145988298034805 0.0010690623453513117 0.0013331997624890226 0.0010192817160900028 0.0010012848607345859 0.0011291351717339637 0.0014876823528062735 0.0011806315693227874 0.0010713158233550566 0.0016543841163532136 0.0017756961028823062 0.0010044324344562483 0.0016448065874647899 0.0012708293725375306 0.001216757523252455 0.001042317927343106 0.0010019013215452075 0.0017784043413374704 0.0018129960336177309 0.0019186745207322728 0.001685720097267307 0.0010208031294465236 0.0011532849529203304 0.0016261811997679843 0.0010677650390886742 0.0012992214951061953 0.0012139700458817515
leaf_count=288 295 189 20 112 26 165 88 23 25 33 57 76 61 48 10 118 205 112 18 148 179 74 197 54 99 27 22 312 25 15
internal_value=0 6.76127e-06 4.19389e-05 7.2953e-05 1.32512e-05 4.93927e-05 9.20529e-05 4.91954e-05 -7.03399e-06 4.78605e-05 9.36983e-05 0.000800586 3.18142e-05 0.00045334 4.43501e-05 -6.53391e-05 -0.000185989 -9.65872e-05 -0.000810143 4.80921e-05 0.000139347 0.000275063 7.51271e-05 -0.000211037 0.000322109 0.000544568 0.000863905 -0.000687565 0.000257778 0.000914359
internal_weight=0 0.0399916 0.0386375 0.0376268 0.034986 0.033917 0.0325838 0.0315645 0.029432 0.0272351 0.0257474 0.0020726 0.0236748 0.00443451 0.00278013 0.0192403 0.0146716 0.0134008 0.00225908 0.0111417 0.0101398 0.00836142 0.00654842 0.00490362 0.00456869 0.00354789 0.00264078 0.0021969 0.00298494 0.0023946
internal_count=3121 2833 2538 2518 2384 2358 2193 2105 1916 1579 1546 99 1447 119 58 1328 1130 925 130 795 647 468 394 276 198 99 134 337 79 72
is_linear=0
shrinkage=0.00151575


Tree=1428
num_leaves=16
num_cat=0
split_feature=124 12 123 484 48 4 0 4 16 1 42 42 13 1 43
split_gain=9.68851e-05 0.000178515 0.00012989 0.000242102 0.000179063 0.00020635 0.000203124 0.000316152 0.000180058 0.000278278 0.000137766 0.000184103 0.000174361 0.000100108 3.07334e-05
threshold=0.08919500000000001 0.11650500000000001 0.08592000000000001 -0.0068949999999999992 0.12737000000000001 0.27834500000000006 -0.10096999999999999 -0.0029599999999999995 -0.36241499999999999 0.094385000000000011 0.088915000000000008 0.084635000000000016 -0.0034749999999999994 0.086720000000000005 -0.0017249999999999998
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 10 -5 13 11 12 14 -10 -8
right_child=-2 -3 -4 4 -6 -7 7 -9 9 -11 -12 -13 -14 -15 -16
leaf_value=-0.0024151983551912145 0.001531948542900583 -0.0020749277413560905 0.0017965006093356788 -0.0011341045954190196 -0.0019726611163722592 0.0017876628289193008 0.001387814661317282 -0.0025393223066189829 0.0010136114123066632 0.0026086441050544862 -0.0015842462161669779 0.0021357118775530183 -0.0015894871803377238 -0.0010066513304887316 0.00013062164775544077
leaf_weight=0.0010896555646916764 0.0010170795855144457 0.0011245557386350682 0.0010331212856395646 0.0011055357874627525 0.0010429657880459678 0.0019359317859976586 0.0010134390886364069 0.0016554560176291408 0.0013688119408488096 0.0019992293195074673 0.0011541893316140417 0.0011894229587314786 0.0014119683089850177 0.0012199972827779959 0.0010323089565281145
leaf_count=462 60 142 150 72 50 205 311 278 107 101 402 224 388 43 126
internal_value=0 -9.18584e-05 3.03238e-05 -7.56455e-05 8.24094e-05 0.000224483 -5.64043e-06 -0.000562574 0.000723766 0.00117144 1.5077e-06 0.000395354 -0.000203313 6.15463e-05 0.00075342
internal_weight=0 0.0193766 0.018252 0.0172189 0.0161293 0.0150863 0.0131504 0.00745678 0.00569357 0.00458804 0.00580133 0.00464714 0.00345772 0.00258881 0.00204575
internal_count=3121 3061 2919 2769 2307 2257 2052 1729 323 251 1451 1049 825 150 437
is_linear=0
shrinkage=0.00512831


Tree=1429
num_leaves=14
num_cat=0
split_feature=0 1 4 157 16 0 2 12 52 4 15 43 0
split_gain=0.000107117 0.000216064 0.00020492 0.000184953 0.000320791 0.000257327 0.00029623 0.000257006 0.000313998 0.000163946 0.000155491 0.000100625 6.27922e-05
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.49405499999999997 -0.074309999999999987 -0.056919999999999991 -0.20211999999999997 0.11411 -0.015429999999999998 -0.19683499999999995 0.033845000000000007 0.083935000000000023 -0.0037449999999999996 0.11070500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -2 -3 5 9 11 -6 -9 -5 -1 -7 -4
right_child=2 3 12 4 7 6 -8 8 -10 -11 -12 -13 -14
leaf_value=-0.002267179889367065 -0.00060514291667608435 0.0014579628020438241 0.0021967605601418429 0.00026747516251899076 0.00081413228444445157 -0.00033282119616482171 0.0028657595601448717 -3.14151112817686e-05 -0.0029109062697815526 -0.002045211234690958 -0.00017129376571188579 0.0011075505732572764 0.00072803718668926817
leaf_weight=0.0015093618311623471 0.0015369894391277783 0.001672883707727558 0.001215585529945328 0.0013673185824840681 0.001028309501548863 0.0019677625942482466 0.0012620505086787248 0.0012594870648374723 0.0018837653251262401 0.001104472840179227 0.0013247894843508301 0.0019003203851108976 0.0011099797819532076
leaf_count=848 139 149 111 37 90 248 163 94 240 65 683 179 75
internal_value=0 -0.000167219 0.00065976 6.89045e-05 -0.000128465 0.000417442 0.0009876 -0.00112328 -0.00175711 -0.000765905 -0.00128748 0.000374808 0.00149575
internal_weight=0 0.0162805 0.00386255 0.0134464 0.0117735 0.00760192 0.00513013 0.00417156 0.00314325 0.00247179 0.00283415 0.00386808 0.00232557
internal_count=3121 2796 325 1265 1116 692 590 424 334 102 1531 427 186
is_linear=0
shrinkage=0.0044645


Tree=1430
num_leaves=31
num_cat=0
split_feature=39 42 376 1348 14 133 1456 1213 52 403 1366 1374 52 16 12 52 0 13 4 0 1 48 2 52 43 0 0 2 0 43
split_gain=0.00112757 0.000955228 0.000756879 0.000702913 0.000937116 0.000670114 0.000606 0.000572451 0.000614088 0.000924412 0.000680207 0.000639027 0.000604534 0.000485359 0.000939126 0.000704323 0.000838813 0.000588377 0.000473642 0.000450622 0.000382496 0.000473866 0.0003639 0.000359332 0.000691981 0.000481296 0.000359019 0.000358535 0.000397395 0.000343815
threshold=0.16946000000000003 -0.26584999999999998 0.088470000000000007 0.090205000000000021 0.08840000000000002 -0.25159999999999993 -1.0000000180025095e-35 -0.080769999999999995 -0.43320999999999993 -0.088999999999999982 -1.0000000180025095e-35 -0.094929999999999987 -0.057699999999999994 -0.056919999999999991 0.095565000000000011 0.091275000000000009 -0.10607499999999999 0.14871000000000004 0.015030000000000002 -0.15202999999999997 0.094385000000000011 0.10061000000000002 0.116525 -0.088204999999999992 -0.072864999999999985 -0.072594999999999979 -0.075684999999999988 0.11510000000000002 -0.083914999999999976 -0.15582499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 19 17 15 16 -15 18 27 -13 -20 22 -22 24 25 -21 -18 28 -14 -17
right_child=-2 2 -4 -5 -6 6 7 8 9 10 11 12 13 14 -16 29 26 -19 20 23 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0015160017925254881 0.0015162693338450033 -0.001080665637496322 0.00099317340776848887 0.0010838741289225461 -0.0014546795450554736 -0.0010282921047350137 -0.00097982728531571372 -0.00096650520180870342 -0.001310128884667344 -0.0010332875497384784 -0.00074401107987163116 -5.086487675656523e-05 0.0010038337460642715 0.00072932227750053169 -0.0012861184447808772 0.0012055921427186912 -0.0015142999012525043 -0.00051311611780677539 -0.00044232137176930178 0.0001560382878645598 0.00037718629743552364 -0.00022409431649209581 0.0014465252587422992 0.0013067390925732651 -0.00046451704945222694 0.0014179816193786259 -0.00036933174077570627 0.0015037425897686865 -2.6554791713334457e-06 0.0001502075101453532
leaf_weight=0.0010247598770050095 0.0010545617729462711 0.0014475612735926893 0.0015837358304904283 0.0011708310018398995 0.0011524827427216158 0.0013483675511813944 0.0013051958998100402 0.0013350127028012851 0.0010631943060531715 0.0011244789239666089 0.0016805913227955207 0.0020037184152226217 0.0018813724852839624 0.0010526369525081236 0.0015134532182206062 0.0012235475587658584 0.0011343409875235189 0.0019822941862601704 0.0019157532528359944 0.0011513895611541258 0.0026834155508818069 0.0021702888890295924 0.0010049764649231463 0.0019869879262375267 0.0011683749367192853 0.0017493251399258725 0.001412907714328792 0.001118631283523186 0.0017300851817126919 0.0016869801514924898
leaf_count=18 23 183 58 36 41 275 285 224 348 51 49 31 176 22 82 6 131 45 83 80 117 45 81 163 80 52 43 30 158 105
internal_value=0 -6.94095e-05 -3.55506e-05 -7.41595e-05 -0.000107207 -6.82619e-05 -3.01246e-05 6.17355e-06 4.21475e-05 8.12478e-05 0.000125571 0.000165976 0.000216002 8.84595e-05 -0.000210601 3.94205e-05 -0.000408861 0.000254101 0.000375725 0.000572223 0.000145624 0.000337878 0.000668549 0.000778378 0.000520372 0.000917075 -0.000879209 0.000753923 0.000521671 0.000593877
internal_weight=0 0.0448067 0.0437819 0.0421982 0.0410274 0.0398749 0.0384273 0.037079 0.0357738 0.0344387 0.0333756 0.0322511 0.0305705 0.0225107 0.00802387 0.00651041 0.00359989 0.0144868 0.0125045 0.0080598 0.00777443 0.00585868 0.00368839 0.00605608 0.00406909 0.00290071 0.00254725 0.00473009 0.00361146 0.00291053
internal_count=3121 3098 3080 3022 2986 2945 2762 2487 2202 1978 1630 1579 1530 1124 389 307 196 735 690 406 326 243 198 375 212 132 174 364 334 111
is_linear=0
shrinkage=0.00151575


Tree=1431
num_leaves=26
num_cat=0
split_feature=1213 14 160 484 403 376 376 1 130 43 52 151 160 3 48 2 11 484 1 2 3 0 15 16 15
split_gain=0.000518947 0.000491386 0.000508908 0.000442437 0.000459036 0.000422184 0.000573105 0.000403937 0.000571888 0.000566828 0.000565133 0.000461068 0.000560959 0.000498826 0.000593262 0.000394257 0.000322827 0.000312087 0.000305215 0.000423244 0.000341215 0.00046503 0.000290722 0.000309956 0.000219802
threshold=-0.080769999999999995 0.076175000000000007 -0.40698999999999991 0.084040000000000017 -1.0000000180025095e-35 0.11430500000000002 0.048375000000000008 0.12500000000000003 -1.0000000180025095e-35 -0.074359999999999996 -0.23798499999999997 -0.090369999999999992 -1.0000000180025095e-35 -0.075634999999999994 0.094925000000000023 0.13754500000000003 0.08765000000000002 0.091880000000000003 0.086560000000000012 0.094835000000000017 0.092670000000000016 -0.10224499999999999 -0.03241999999999999 -0.088394999999999987 0.040760000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 8 -6 -9 -10 -12 -13 16 18 -11 22 -5 19 -15 21 -20 -14 -24 -25
right_child=1 -3 3 17 5 -7 -8 9 10 15 11 12 13 14 -16 -17 -18 -19 20 -21 -22 -23 23 24 -26
leaf_value=-0.0010411883662273811 -0.00087651133444541262 -0.0008209045235154607 -0.00087111621479557479 0.0010062157516481729 -0.0010718112842871049 -0.00077837114624097856 0.00097871784152085066 0.001211991348285049 -0.0010129167800734394 -0.0005200794104221687 -0.0006420716474371856 -0.00066807308201950613 0.0012353375376185668 0.00080956770062035402 0.0007807812749940755 0.00068510165869789714 -0.00024691243367974246 0.00012258323581159532 -0.0014205063985345111 -0.00043109195777815733 0.00012378790531125791 -0.00014459472716051044 -8.9557909785836358e-05 0.00025210846452937137 0.0010534450436272386
leaf_weight=0.001075368136783105 0.0012746521202825481 0.0015149435456489604 0.0012229604298094046 0.0018171069034451639 0.0011168538528342478 0.0012669220974483855 0.0015423515223532127 0.0014705377036179357 0.001100939266475697 0.0012871158193750168 0.0017531935592038908 0.001634567513240758 0.0014839556197883035 0.0012343736988800307 0.0016732747077927712 0.0011218906879193469 0.0010022211186679897 0.0017163534684008219 0.0012891956268532567 0.0011951109196397525 0.0013752744765600511 0.0012351781778381365 0.0014509940612756804 0.0012425621524698822 0.001929910456141215
leaf_count=325 205 96 523 129 102 22 107 59 266 51 95 295 105 34 49 63 27 162 28 68 52 60 46 63 89
internal_value=0 6.88226e-06 4.43866e-05 8.08829e-05 1.9652e-05 5.94009e-05 0.000100006 4.49066e-05 -3.75e-05 0.000484976 2.14352e-05 8.29903e-05 0.000158897 0.000248344 -6.13573e-06 4.11816e-05 0.00053478 0.000576997 -0.000214178 0.000199263 -0.000471752 -0.000796202 0.000663054 0.000479373 0.000739586
internal_weight=0 0.0349524 0.0334375 0.0321628 0.0286294 0.0274064 0.0261395 0.0245971 0.0207176 0.00387954 0.0196008 0.0184998 0.0167466 0.0151121 0.00800241 0.00240901 0.00710964 0.00353346 0.00632913 0.00242948 0.00389965 0.00252437 0.00610742 0.00462347 0.00317247
internal_count=3121 2796 2700 2495 2204 1681 1659 1552 1379 173 1277 1011 916 621 291 114 330 291 242 102 140 88 303 198 152
is_linear=0
shrinkage=0.00148603


Tree=1432
num_leaves=15
num_cat=0
split_feature=41 3 13 1 16 49 49 3 3 2 16 3 1 1
split_gain=0.000103187 0.000165884 0.000154197 0.000149746 0.000169222 0.000204759 0.00020233 0.000389016 0.000164671 0.000260157 0.000198777 0.000147933 0.000140648 9.69966e-05
threshold=0.078475000000000017 -0.12018999999999998 0.073000000000000023 0.094385000000000011 -0.36241499999999999 0.006170000000000001 -0.043469999999999995 0.10732000000000001 0.10732000000000001 0.092365000000000017 -0.078844999999999985 -0.012939999999999998 0.080000000000000016 0.08844500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 -5 6 -6 11 9 10 13 -8 -12 -3
right_child=-2 3 -4 4 5 -7 7 -9 -10 -11 12 -13 -14 -15
leaf_value=0.0026585275346915765 -0.0013731615480848018 -0.0002089469907588836 0.0003089525120820284 -0.0010559827423712045 0.0016919077396802887 0.0026490969463643346 -0.0001685568047587268 -0.0023622157606836311 0.00097800412994787666 -0.0025730647339341911 -0.00023945743316849743 0.0022189929882820147 -0.0027599277802380535 0.0017918459230918185
leaf_weight=0.0010600042882878405 0.0012686845260752025 0.001386014431316804 0.0018863349665645401 0.0017162564226737564 0.0017791590571438753 0.001075979579349351 0.0014959768853146649 0.0014354154325220136 0.0012978466101856156 0.0017381939670952362 0.0011502644753071892 0.0010899208440751096 0.0010104687824765146 0.0010233927242406793
leaf_count=74 148 565 172 206 155 92 208 53 28 584 472 49 230 85
internal_value=0 7.842e-05 0.00115426 -0.000117259 0.00032863 0.000674208 0.000307868 -0.000304475 -0.00062098 -0.000949948 -0.000332616 0.000837763 -0.00141816 0.000640887
internal_weight=0 0.0191452 0.00294634 0.0161989 0.00859271 0.00687645 0.00580047 0.00402131 0.00760618 0.00630833 0.00457014 0.0025859 0.00216073 0.00240941
internal_count=3121 2973 246 2727 763 557 465 310 1964 1936 1352 257 702 650
is_linear=0
shrinkage=0.00492917


Tree=1433
num_leaves=16
num_cat=0
split_feature=43 42 40 133 3 16 0 47 1374 457 3 0 52 0 2
split_gain=9.92575e-05 0.000181074 0.000253484 0.000190721 0.000225149 0.000247758 0.000212586 0.000197184 0.000127666 0.000179925 0.000116916 0.000208327 0.000209774 0.000116379 0.0001055
threshold=0.21122500000000002 -0.11466499999999999 -0.013874999999999998 0.09389500000000002 -0.10519499999999998 -0.23935499999999996 -0.053834999999999994 0.092530000000000015 -0.094929999999999987 0.069910000000000014 -0.078934999999999991 -0.14794999999999997 -0.0064899999999999992 -0.081894999999999982 0.10060500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 13 4 5 -4 7 8 -6 10 -10 12 -12 -3 -7
right_child=-2 2 3 -5 6 14 -8 -9 9 -11 11 -13 -14 -15 -16
leaf_value=-0.0016812224702285159 -0.0013285259925435581 0.00062972592445678123 0.0026344920122451463 -0.0017485981509274538 -0.0011643567085477158 -0.00058093115915842388 -0.0020895157386158474 -0.0013154724244251658 -0.0011738506743007426 0.0022320764255818752 -0.0018998570269909056 0.0016826819903345436 0.00092792403024323012 0.0028272048897852254 0.0013602931127295189
leaf_weight=0.0011934332217505552 0.0011612076559546205 0.0010563054124113624 0.0014224724094726304 0.0012579284983584007 0.0010277402416392087 0.001487814606669133 0.0011631476928231138 0.0019120150049163342 0.0010296168775108232 0.0011867444498696589 0.0010559536278678117 0.0019568288781803824 0.0012197923079080297 0.0010240451334660441 0.0010168123319762579
leaf_count=159 198 134 84 471 47 105 173 184 813 97 45 306 46 150 109
internal_value=0 7.0335e-05 0.000187658 -1.37783e-05 0.000136943 0.00108638 -0.000216413 1.56425e-05 0.000356049 0.00059835 0.000229908 0.000571386 -0.000384176 0.00171143 0.000207155
internal_weight=0 0.0190107 0.0178172 0.0157369 0.0144789 0.0039271 0.0105518 0.00938869 0.00747668 0.00644894 0.00526219 0.00423257 0.00227575 0.00208035 0.00250463
internal_count=3121 2923 2764 2480 2009 298 1711 1538 1354 1307 1210 397 91 284 214
is_linear=0
shrinkage=0.00464487


Tree=1434
num_leaves=15
num_cat=0
split_feature=41 484 1 43 0 0 133 48 484 160 49 0 16 4
split_gain=9.48693e-05 0.000123867 0.000132684 0.000215998 0.000141263 0.000243382 0.000145569 0.000169665 0.000120037 0.000113241 0.000105749 0.000151069 0.000209334 0.000102979
threshold=0.078475000000000017 0.084040000000000017 0.104035 -0.17390999999999998 -0.082974999999999979 0.041630000000000007 0.083950000000000011 0.085845000000000019 0.091880000000000003 -1.0000000180025095e-35 -0.043469999999999995 -0.20211999999999997 -0.067914999999999989 -0.00099499999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 7 13 -3 -4 -11 -12 -13 -5
right_child=-2 8 9 4 5 -7 -8 -9 -10 10 11 12 -14 -15
leaf_value=0.0011341769739540626 -0.0013064149864214713 0.0021898230726291857 -0.00089858698402675726 0.00082719230584576899 -0.0032984681282196486 -0.000483723719307365 0.0013255467396948504 -0.0022791464057454712 -5.6989922527465815e-05 0.0017858691814723836 -0.0012427427249870303 0.0021815868566905519 -0.00037432936454496362 -0.0010592282336625476
leaf_weight=0.0016864564311738191 0.0012350623027822518 0.0011938318947755091 0.001208350785056822 0.0014566948011742447 0.0011865036841490813 0.0018144850407399438 0.001054350297157558 0.0011256196939125607 0.0010382280800866894 0.0015943488116009763 0.0010684531875995162 0.0014625639631784815 0.0015323970355052832 0.0012606429444228101
leaf_count=136 148 143 102 396 822 120 299 137 215 133 32 154 143 141
internal_value=0 7.64902e-05 -6.84493e-05 -0.000435777 -0.000770996 -0.00159659 -0.000265085 -0.000701489 0.00114473 0.000444322 0.000731133 0.000317289 0.000873831 -4.79668e-05
internal_weight=0 0.0186829 0.0164509 0.00958475 0.0078983 0.00300099 0.00489731 0.00384296 0.00223206 0.00686611 0.00565776 0.00406341 0.00299496 0.00271734
internal_count=3121 2973 2615 2051 1915 942 973 674 358 564 462 329 297 537
is_linear=0
shrinkage=0.00483252


Tree=1435
num_leaves=28
num_cat=0
split_feature=9 14 3 484 484 1213 453 4 3 158 156 49 130 43 3 124 0 2 0 15 1 48 3 157 1 12 2
split_gain=0.000613039 0.000476874 0.000592923 0.000485764 0.000424471 0.000412932 0.000380674 0.000443394 0.000632548 0.000590757 0.00048555 0.000480266 0.000385737 0.000539989 0.000429257 0.000416189 0.000607279 0.000413681 0.000414262 0.000370737 0.000362305 0.000449425 0.000241644 0.000227594 0.000209993 0.000204268 5.35325e-05
threshold=-1.0000000180025095e-35 0.062655000000000016 0.30112000000000005 0.085515000000000022 0.088860000000000008 -1.0000000180025095e-35 1.0000000180025095e-35 0.27044500000000005 -0.14989499999999997 0.084765000000000021 0.080810000000000007 0.0093850000000000027 -0.0015749999999999998 -0.43469499999999994 -0.074084999999999998 0.14970500000000003 -0.10011499999999998 0.084055000000000005 0.056435000000000006 -0.037864999999999989 0.086720000000000005 0.092475000000000016 -0.078934999999999991 -1.0000000180025095e-35 1.0000000180025095e-35 0.10097500000000002 0.089525000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 7 9 -9 10 11 12 -7 -14 17 16 20 22 -19 -13 -16 26 25 -6 -18 -15 -22
right_child=1 -3 -4 4 23 6 -8 8 -10 -11 -12 19 13 14 15 -17 24 18 -20 -21 21 -23 -24 -25 -26 -27 -28
leaf_value=0.00087430380471805174 -0.001198210760231976 -0.0010661400157607462 0.00086777125019250911 0.0011225863595954177 -0.00055191140822151614 -0.0010452290962967531 -0.0010781206523267418 -0.00052154424834551427 0.00088790769264991297 -0.0014783929832907483 -0.0012531787907333568 -0.00016082056030780183 0.00080830924676293398 -0.00042148601290984783 0.00038114643348769036 0.00034480428948053653 -0.00077787876839937329 -0.00085376591860004437 0.00042003128312326942 0.0011445919808925787 -0.0012758552272765372 0.00018392010464648003 0.00097922823782213954 0.00042507622649436627 -0.001571558138206849 0.00058602008383469952 -0.00076304165453735216
leaf_weight=0.0012625220949460383 0.0013590290662732754 0.0018295019931207071 0.0012420369390087052 0.0011080317728158198 0.001265752224445027 0.001619953650892291 0.0015023949622079416 0.0014169368891661094 0.0019682601091501875 0.0010951276403557966 0.0012230744093228987 0.0011268341070446164 0.0012177111968556453 0.0010455430109996833 0.0014836804827966796 0.0012584119206024988 0.0017747105893446578 0.0019207120937431155 0.0010068828220375359 0.0011247433491021743 0.0010878630290562796 0.0012689995099890439 0.0012307829228639265 0.0012035518047359695 0.0016780791261601369 0.0010371597920908471 0.0010210147155067517
leaf_count=94 458 102 119 76 100 159 60 44 150 165 229 236 29 162 28 7 97 369 37 32 21 17 49 122 124 12 23
internal_value=0 -0.000265982 -0.000223287 -0.000264296 0.000295438 -0.000332246 -0.000290378 -0.000245896 0.000297955 -0.000325179 -0.000268101 -0.000210462 -0.000295175 -0.000223834 -0.000303312 -0.000517295 -0.000647777 2.49021e-05 -0.000415671 0.00049128 -0.00028142 -0.000572442 0.000414166 -7.57225e-05 -0.00116361 8.02393e-05 -0.00102758
internal_weight=0 0.0361168 0.0342873 0.0330452 0.00357734 0.0294679 0.0281089 0.0266065 0.0033852 0.0232213 0.0221262 0.0209031 0.0186515 0.0170316 0.0158138 0.00957276 0.00831435 0.00624108 0.00292759 0.00225158 0.00486156 0.00337788 0.00331349 0.0024693 0.00345279 0.0020827 0.00210888
internal_count=3121 3027 2925 2806 298 2508 2050 1990 194 1796 1631 1402 1134 975 946 317 310 629 406 268 89 61 223 222 221 174 44
is_linear=0
shrinkage=0.00160853


Tree=1436
num_leaves=15
num_cat=0
split_feature=0 1 47 15 15 4 2 52 1 48 1 4 1 3
split_gain=9.78808e-05 0.000246546 0.000179327 0.000178638 0.000164587 0.000137545 0.000218383 0.00026663 0.000143024 0.000135361 0.000104222 0.000102482 4.99511e-05 4.12594e-05
threshold=-0.060129999999999996 1.0000000180025095e-35 0.087235000000000021 0.083935000000000023 -0.053579999999999996 0.0061450000000000003 0.091055000000000011 -0.0064899999999999992 0.10471500000000002 0.10396500000000002 0.080585000000000004 -0.49405499999999997 0.11230000000000001 -0.10831999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 -1 -2 6 7 -3 -7 -4 11 -6 -10 -13
right_child=4 2 9 -5 10 8 -8 -9 12 -11 -12 13 -14 -15
leaf_value=-0.0035618849428485752 0.0024330264636802405 -0.0030219983215891023 -0.0019262622996925258 -0.00048888900108189591 -0.00050143941689524446 0.0025763884470168664 0.0015688636402501131 0.00039574450597010719 -0.00037694909123163484 0.00029754977994226288 -0.00085061801574239993 0.0020596602923026262 0.0010863387561659953 0.0006210816857727139
leaf_weight=0.0010177692682979697 0.0010609449330918341 0.0011723247833331793 0.0019254005412028272 0.0011436314607368436 0.0013233624688338552 0.0013432232231309627 0.0012668526048523754 0.0014578790033092362 0.0011814051243437262 0.0013088980554802343 0.0019588049784912132 0.0011773348965107289 0.001516658557364714 0.0010957942351692554
leaf_count=791 192 133 146 646 43 81 132 326 49 87 226 30 157 82
internal_value=0 -0.00028641 3.26941e-05 -0.00193591 0.00050739 0.000464158 -0.000251035 -0.0011276 0.00115383 -0.0010263 0.000139634 0.000678968 0.000445607 0.00136617
internal_weight=0 0.013334 0.0111726 0.0021614 0.00661624 0.00793834 0.00389706 0.0026302 0.00404129 0.0032343 0.0055553 0.00359649 0.00269806 0.00227313
internal_count=3121 2548 1111 1437 573 878 591 459 287 233 381 155 206 112
is_linear=0
shrinkage=0.00533549


Tree=1437
num_leaves=15
num_cat=0
split_feature=14 157 14 15 13 3 4 0 43 1 13 3 0 1
split_gain=0.000101045 0.000156064 0.000199039 0.000213997 0.000144926 0.00014056 0.000131367 0.000178076 0.000231066 0.000221099 0.000196914 0.000134673 0.000106903 7.28162e-05
threshold=0.054835000000000009 -0.073574999999999988 -0.10708499999999999 -0.15026499999999995 -0.47860499999999995 -0.12018999999999998 0.25615500000000008 -0.10096999999999999 -0.052894999999999991 0.094385000000000011 -0.0034749999999999994 0.0051600000000000005 0.11070500000000001 0.11392000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 12 7 9 10 -7 -9 -10 -6 -11
right_child=-2 2 3 4 5 6 -8 8 11 13 -12 -13 -14 -15
leaf_value=0.0013856719294286658 -0.0015374692454934913 -0.0019520352891750808 0.0022513836596789591 0.001564276104814705 0.0018494987242777684 -0.00064834019975560156 -0.002058189719027043 0.00099982766407869439 -0.0031616963693712032 0.0026049883094146405 -0.0013038013022214907 -0.00074611183078576162 -0.00031312206405797376 0.00074132856947580698
leaf_weight=0.0019405080753649431 0.0010112482571082984 0.0012888001646045857 0.0010154778263026217 0.0011827365451706458 0.0012482223653513804 0.002007342307545735 0.0011284993929780987 0.0019604929100933699 0.0012368352551731746 0.0010007654103394437 0.0016691676397155306 0.0010259034138764278 0.0010005139963769616 0.0010374170418092632
leaf_count=398 110 102 210 35 97 114 111 600 863 65 225 79 73 39
internal_value=0 6.21406e-05 -9.0716e-05 6.39163e-05 -8.93007e-05 -0.000236182 -0.000464477 -0.000283503 -0.00083023 0.000512816 -5.95394e-05 -0.00206649 0.0008873 0.0016564
internal_weight=0 0.0187427 0.0168022 0.0155134 0.0144979 0.0133152 0.0110664 0.00993792 0.0058924 0.00404552 0.00362966 0.00226274 0.00224874 0.00203818
internal_count=3121 3011 2613 2511 2301 2266 2096 1985 1767 218 825 942 170 104
is_linear=0
shrinkage=0.00492917


Tree=1438
num_leaves=15
num_cat=0
split_feature=124 12 2 52 12 52 42 49 151 16 4 2 2 12
split_gain=0.000104732 0.000170342 0.000126261 0.000191255 0.000180051 0.00021805 0.00025336 0.00015294 0.00029853 0.000320472 0.000206223 0.000182892 0.000462959 0.000111906
threshold=0.0049200000000000008 0.11650500000000001 0.14019000000000004 0.11434500000000002 0.10097500000000002 0.091275000000000009 -0.0060199999999999993 -0.047584999999999995 -0.033849999999999991 0.064860000000000015 0.0052350000000000009 0.089125000000000024 0.11215000000000001 0.078300000000000008
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 10 -9 11 -8 13 -13 -10
right_child=-2 -3 -4 -5 -6 -7 7 8 9 -11 -12 12 -14 -15
leaf_value=-0.0019075177182011345 0.0012715611419862282 -0.0016734544096092996 0.0014150481864597902 -0.0013204424159955722 0.0014607523271218423 0.0015783409271345596 -0.00010906302791310416 -0.0022180881709486602 0.00053963235453110094 -0.0019179675385397913 0.0021024557168179952 0.0027911174863172205 -0.00078723650561198432 -0.0011758707035177279
leaf_weight=0.0013721665675041636 0.0010199094692759916 0.0010827422568143166 0.0010275837457247574 0.00186062576411014 0.0014542796333466565 0.0012377607578023539 0.0018179162289448398 0.0012056903892889185 0.0013226246158092548 0.0011763885698369836 0.0011847816172219638 0.0014398583019138572 0.0010737303519287034 0.0012660884925818072
leaf_count=526 72 142 120 429 203 174 181 224 93 277 76 136 59 409
internal_value=0 -8.60361e-05 1.25198e-05 -7.52954e-05 8.39175e-05 -6.89649e-05 -0.000240896 -2.28291e-05 -0.000338317 2.26534e-05 0.000763541 0.000470084 0.00126255 -0.000299386
internal_weight=0 0.0185222 0.0174395 0.0164119 0.0145513 0.013097 0.0118592 0.0104871 0.00748438 0.00627869 0.0030027 0.0051023 0.00251359 0.00258871
internal_count=3121 3049 2907 2787 2358 2155 1981 1455 1198 974 257 697 195 502
is_linear=0
shrinkage=0.00412451


Tree=1439
num_leaves=26
num_cat=0
split_feature=1213 1456 133 52 133 403 453 42 123 160 16 50 157 4 0 1 49 0 42 13 4 3 1 2 2
split_gain=0.000557864 0.000507487 0.000380467 0.000510229 0.000412819 0.000465583 0.000357752 0.000371201 0.000466084 0.00056261 0.000682126 0.000618545 0.000411055 0.000371977 0.000657314 0.000291069 0.000492459 0.000475703 0.000462954 0.000248217 0.000215167 0.000339227 0.000255015 0.000128118 8.29751e-06
threshold=-0.080769999999999995 -1.0000000180025095e-35 -0.25159999999999993 -0.43320999999999993 -0.085499999999999979 -1.0000000180025095e-35 1.0000000180025095e-35 -0.11466499999999999 0.084880000000000025 -1.0000000180025095e-35 -0.008904999999999998 0.077805000000000013 -0.077234999999999984 -0.27825499999999997 -0.062294999999999996 0.10937500000000001 0.055245000000000009 -0.23091999999999999 0.088200000000000014 -0.059629999999999996 -0.0016099999999999997 0.097915000000000016 0.094385000000000011 0.092365000000000017 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
left_child=-1 -2 -3 -4 -5 -6 7 -7 9 10 -9 13 -12 19 15 17 24 -15 20 -11 -19 22 -22 -16 -17
right_child=1 2 3 4 5 6 -8 8 -10 11 12 -13 -14 14 23 16 -18 18 -20 -21 21 -23 -24 -25 -26
leaf_value=-0.001079312199252817 -0.00090926066002321865 -0.00086013572009684548 -0.00095683559869278768 0.00079600079090012008 -0.0008675999068530288 -0.00047814719130777659 -0.00059676935536106689 -0.0010535908715728253 0.0010403598726376935 0.00015265121503218207 0.00082441688474138553 0.0012030807037228042 -0.00041579455302099958 0.00089798025864962488 0.0013835552344359822 0.00084832545207449159 -0.00032907839641813747 7.7421132539961743e-05 0.00064460092030641175 -0.00072556650178631256 -0.0014134742029278274 9.884535652604372e-05 -0.00042120569904619394 0.00065503961280013003 0.0010388080408990951
leaf_weight=0.0011095949485747649 0.0013148310459654136 0.0010172001077848316 0.0010486418298615843 0.0019342098249415232 0.0011615573483609856 0.0019500761551894943 0.0015370952018054487 0.0017837568984993557 0.0014568768643713472 0.0014441810263861043 0.0011770313390764287 0.0015091954403039223 0.0012835543242002414 0.0010974173269460057 0.0011998683248679804 0.0010014970628953179 0.0010337097056662969 0.0015753217864182727 0.0012448053230857958 0.0015151414601532907 0.00119497817939874 0.0010987834793922957 0.0011853078800641015 0.0010313004079858246 0.0011052200945389501
leaf_count=325 258 172 237 193 493 76 63 303 165 15 86 82 128 31 35 27 21 104 69 32 64 10 18 61 53
internal_value=0 1.34154e-05 5.18227e-05 8.21681e-05 0.000119076 7.16138e-05 0.000112898 0.000156728 0.000210702 0.000154433 -0.000339907 0.000276159 0.000177466 0.000187212 0.000299436 0.000141182 0.000527806 -2.29692e-05 -0.000183413 -0.000296987 -0.000387338 -0.00059778 -0.000919356 0.00104682 0.000948256
internal_weight=0 0.0329016 0.0315867 0.0305695 0.0295209 0.0275867 0.0264251 0.024888 0.0229379 0.0214811 0.00424434 0.0172367 0.00246059 0.0157275 0.0127682 0.010537 0.00314043 0.00739661 0.0062992 0.00295932 0.00505439 0.00347907 0.00238029 0.00223117 0.00210672
internal_count=3121 2796 2538 2366 2129 1936 1443 1380 1304 1139 517 622 214 540 493 397 101 296 265 47 196 92 82 96 80
is_linear=0
shrinkage=0.00151575


Tree=1440
num_leaves=31
num_cat=0
split_feature=31 1213 160 14 484 3 52 39 160 453 49 16 403 130 3 47 15 1374 16 3 13 4 52 475 52 4 1 1 0 2
split_gain=0.00112364 0.000633079 0.000561844 0.000524709 0.000681091 0.000587814 0.000467623 0.000651583 0.000464962 0.000780884 0.000542765 0.000552593 0.000489671 0.000623898 0.000651154 0.00058441 0.000565606 0.000512004 0.000511069 0.00042135 0.000395712 0.000352769 0.000349433 0.000336595 0.00030443 0.000232108 0.000227605 0.000175504 0.000122321 0.000104228
threshold=-1.0000000180025095e-35 -0.080769999999999995 -0.40698999999999991 0.076975000000000002 0.085515000000000022 0.30112000000000005 -0.40306999999999998 0.13507500000000003 -1.0000000180025095e-35 1.0000000180025095e-35 0.094245000000000009 -0.50992999999999988 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.075634999999999994 0.088915000000000008 1.0000000180025095e-35 -0.094929999999999987 -0.092804999999999985 -0.08824499999999999 0.090705000000000008 0.0052350000000000009 -0.023194999999999997 -0.051009999999999993 0.096795000000000006 0.053180000000000012 0.090405000000000013 0.10708500000000001 -0.080499999999999988 0.10613000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4 8 22 10 11 27 -13 -14 19 16 17 -16 -19 20 -15 24 -8 -6 -20 -12 -21 -10 -25 -22
right_child=1 2 3 -5 23 -7 7 -9 9 -11 25 12 13 14 15 -17 -18 18 21 26 29 -23 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=0.0015774835931319741 -0.00110062123684663 -0.00098186968274813951 -0.00090077652650717059 -0.00087610523760771081 0.0013045071729993081 0.0009497108638853839 2.3170012794085561e-05 0.0011688966181199847 0.0010570580748623221 -0.0012598692473203446 0.0012071687696061225 -0.0011774348194311594 -0.0011525782821138284 -0.00046912944343362688 -0.0007518994244650472 -0.0012584559504647094 -0.0010747238239255811 0.0012256653161864198 -0.00080053565213506048 0.00046230807378077276 0.00019854981168810086 0.00081500516913620769 -0.0010664669493572608 -1.5130535753776411e-05 0.0002395844101953528 0.00023422175629030898 0.0013971869065376595 0.00019567834666715662 0.00072590707134417311 0.00083173210095722854
leaf_weight=0.001058791412335335 0.0014251495513405424 0.0014826804436248722 0.0016088201256339299 0.0015957897276832602 0.0013909878875217885 0.0014638549964720573 0.0011852305696399279 0.001089860424585253 0.0013789622859494586 0.0011663403055899293 0.0013362280355251324 0.0010179767508520223 0.0011915849658754576 0.0018286858932476816 0.0013945916628017585 0.0012366053979793179 0.0012222483333426126 0.0012013261400461994 0.0013107671849219814 0.0014088743661808661 0.0014149122358340094 0.001080248295991737 0.0019135938995080695 0.0012365253628470185 0.001501362885981905 0.0011216016823194508 0.00119860176740616 0.0010258416035586748 0.0010035358804731933 0.001190499080621521
leaf_count=86 325 218 268 82 118 102 124 22 47 41 69 428 87 78 16 33 60 40 75 140 31 27 286 70 14 81 33 42 67 11
internal_value=0 -6.86387e-05 -3.0136e-05 8.29781e-06 4.84839e-05 -2.60913e-05 -7.36665e-05 -2.68382e-05 -7.45283e-05 -9.59389e-07 6.27119e-05 -2.08495e-05 -0.000114733 -5.17651e-05 3.02748e-05 -0.000252054 -9.0649e-05 9.47285e-05 0.000326524 0.000389007 9.31907e-05 4.90176e-05 -0.000649705 0.000695204 -0.000245228 0.000763176 0.000892052 0.000689611 0.00031685 0.000487872
internal_weight=0 0.0396233 0.0381981 0.0367155 0.0351197 0.0314886 0.0300248 0.0284159 0.0273261 0.0242273 0.0230609 0.0206031 0.0181983 0.0171803 0.0159887 0.00894715 0.00771054 0.0064883 0.0050937 0.00704157 0.0044341 0.00389238 0.00309882 0.00363105 0.00281213 0.00245783 0.00260748 0.0024048 0.00224006 0.00260541
internal_count=3121 3035 2710 2492 2410 2155 2053 1785 1763 1353 1312 1162 1073 645 558 265 232 172 156 293 120 116 410 255 89 150 173 89 137 42
is_linear=0
shrinkage=0.00157699


Tree=1441
num_leaves=30
num_cat=0
split_feature=9 457 457 1213 14 44 474 159 376 13 403 130 43 16 52 0 2 15 43 52 1374 12 13 0 0 2 52 12 1
split_gain=0.000509452 0.000480566 0.000630597 0.000541021 0.000425616 0.00045075 0.000475259 0.000393187 0.000347737 0.00057995 0.00059316 0.000463388 0.00079569 0.000678661 0.000540758 0.000692462 0.000468429 0.000623795 0.000405175 0.000391981 0.000489388 0.000349875 0.000346211 0.00035308 0.000229895 0.000157168 0.000152233 4.41571e-05 1.96515e-05
threshold=-1.0000000180025095e-35 -0.15747999999999998 -0.072694999999999996 -0.080769999999999995 0.062655000000000016 1.0000000180025095e-35 0.084660000000000027 0.10519500000000001 0.11430500000000002 -0.47860499999999995 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.15879999999999997 -0.071854999999999988 -0.094124999999999986 -0.14454499999999995 0.11263500000000001 -0.13843999999999998 -0.074359999999999996 0.084960000000000022 -0.094929999999999987 0.088615000000000013 0.18141000000000002 -0.019414999999999998 -0.10474999999999998 0.098035000000000011 -0.068719999999999989 0.078300000000000008 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
left_child=-1 -2 -3 -4 5 6 7 8 9 -5 -11 -12 22 16 18 -16 19 -18 -15 20 -14 26 -13 -24 -8 27 -22 -17 -28
right_child=1 2 3 4 -6 -7 24 -9 -10 10 11 12 13 14 15 25 17 -19 -20 -21 21 -23 23 -25 -26 -27 28 -29 -30
leaf_value=0.00085281759062545909 0.00083873115061396521 -0.0010640395573571224 -0.00096042981871960194 0.00082901379533410844 -0.00071191477643991715 -0.00067441758990972715 0.001107255990165945 -0.00071210887619876505 -0.00069735336051856861 -0.00086208277974546797 -0.00064616426265528312 0.0011104333454445693 -0.00028403913930734976 0.00071995479498578594 0.00028300225929303379 -0.00094120884022401582 0.00049168242417570456 -0.00084169974922601554 -0.00035787435407542181 -0.0003517896710619466 0.00050307059356269335 0.00014246018872769446 -0.0002096736460765234 0.00084202032435741925 0.00024362402242901848 -0.00049280597747849248 0.00097933002189534843 -0.0013196704092252724 0.0012145083295642053
leaf_weight=0.0011327789398084534 0.0010367993353153073 0.0010828670696215728 0.0010772121897981704 0.0016748532195185418 0.0014349727286711014 0.0015305556630806896 0.0010298499616263612 0.0012435314033256697 0.0010460155858820199 0.0012423314836559332 0.0014451841173986337 0.0016943429572293658 0.001054598322525635 0.0012048983482793041 0.0011357659170822976 0.0011374166974693926 0.0010763276222723883 0.0014128534374808766 0.0012244179899814044 0.0010258032903985859 0.0010391757489900399 0.0013754638003335984 0.0011064593630329966 0.0011169384811182681 0.0011207582264929341 0.0010284370260567055 0.0011621849131473339 0.0010165534717079261 0.0013228554797425907
leaf_count=94 37 178 321 39 94 53 31 162 21 535 119 36 18 107 34 60 59 60 143 137 23 77 47 6 208 84 48 244 46
internal_value=0 -4.62714e-05 -7.32092e-05 -4.0676e-05 -9.61981e-06 2.34571e-05 6.03696e-05 1.24528e-05 4.77274e-05 7.95423e-05 2.45404e-05 7.55828e-05 0.000127387 -1.54564e-06 -0.00032133 -0.000601518 0.000226323 -0.000265142 0.00017671 0.000401585 0.000531376 0.000706885 0.000661081 0.000318652 0.000657187 -0.000917193 0.000927174 -0.00111982 0.00110452
internal_weight=0 0.0350994 0.0340626 0.0329798 0.0319025 0.0304676 0.028937 0.0267864 0.0255429 0.0244969 0.022822 0.0215797 0.0201345 0.0162168 0.00674749 0.00431817 0.00946926 0.00248918 0.00242932 0.00698008 0.00595428 0.00489968 0.00391774 0.0022234 0.00215061 0.00318241 0.00352422 0.00215397 0.00248504
internal_count=3121 3027 2990 2812 2491 2397 2344 2105 1943 1922 1883 1348 1229 1140 672 422 468 119 250 349 212 194 89 53 239 388 117 304 94
is_linear=0
shrinkage=0.00131955


Tree=1442
num_leaves=31
num_cat=0
split_feature=1213 160 14 474 9 156 158 15 15 49 151 0 1 376 13 43 16 2 3 42 43 52 16 2 12 2 0 49 2 15
split_gain=0.000652938 0.000659676 0.000592854 0.000478975 0.000492138 0.000526698 0.000460019 0.000483789 0.000672712 0.000589976 0.00042943 0.000435529 0.000424713 0.000349242 0.000521183 0.000564396 0.000770012 0.000631256 0.000517848 0.000794161 0.000334669 0.000690229 0.000436366 0.000380945 0.000281823 0.000182249 0.000315797 0.000167195 0.000147585 0.000117925
threshold=-0.080769999999999995 -0.40698999999999991 0.076975000000000002 0.084660000000000027 -1.0000000180025095e-35 0.083840000000000012 0.08962500000000001 -0.095869999999999983 -0.10653 0.0093850000000000027 -0.033849999999999991 -0.14051499999999997 0.11588000000000001 0.11430500000000002 -0.47860499999999995 -0.15879999999999997 -0.083539999999999989 0.093175000000000022 -0.08824499999999999 0.091295000000000015 -0.074359999999999996 -0.10286999999999999 0.15891500000000003 0.098035000000000011 0.080890000000000017 0.090675000000000019 -0.08824499999999999 -0.069799999999999987 0.11474000000000002 -0.031204999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 13 -6 28 -13 14 -9 18 17 25 19 -16 21 -18 23 -22 -5 26 -17 -19 -12 -11
right_child=1 2 -4 24 5 -7 -8 9 -10 29 11 12 -14 -15 15 16 20 27 -20 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00091155325553147885 -0.00083120538256380443 0.00088921119689804474 -0.00073089889030596535 0.00090450800017528204 -0.00072689764738195588 -0.00071902594992687455 -0.00068853160436438074 0.00084708447363911763 -0.00086994092033478292 0.00052436585950840612 0.00098060088985728149 -0.0006172812115183751 0.00036371041159874456 -0.00059952061514052335 -0.00076602241655934159 4.7180514256969798e-05 0.00065532885724286084 -0.00058154767978312993 0.00096569507975533778 0.00075223799691781371 -0.00086209341198085284 -0.00074906453453515921 -0.0011959859405733433 0.00015710838197857796 5.9375427597251606e-05 0.0010145734978752755 0.00090377553573889118 0.00011553115364309447 0.00028933704607887962 0.0011449440130779987
leaf_weight=0.0013189997553382229 0.0014887860359755747 0.0010976682467888068 0.0015739851044056499 0.0017809685100200747 0.0010750265480299337 0.0015844510142817006 0.0013658772003870548 0.001646717845359187 0.0018795625264449375 0.0010089954971560511 0.0010173814579843565 0.0015324306287256562 0.0014258657437565825 0.0010952068550977847 0.0010458120435821172 0.0017456658968999506 0.0012684148294574982 0.0013103026406948715 0.0020221759099143767 0.0012851258732666793 0.0010910289048083046 0.0010881393167063678 0.0013772387421644439 0.0014030162599310003 0.001049494550972252 0.0011119649548980703 0.0012262744732645008 0.0010273543800942697 0.0010507585607864023 0.0010413742440675824
leaf_count=325 218 84 83 97 69 214 176 19 80 133 28 89 83 5 58 76 47 32 34 18 336 142 66 75 213 24 162 76 35 24
internal_value=0 1.36439e-05 4.65462e-05 7.99308e-05 3.71511e-05 8.57211e-06 4.55914e-05 7.92671e-05 -0.000193235 0.000179054 1.52252e-05 0.000173946 -0.000144454 0.000110464 0.000152159 8.4855e-05 -5.34146e-05 0.000260917 0.000486643 7.10465e-05 -0.000377524 6.84995e-06 -0.000611503 -0.000288745 0.000591145 0.000567792 0.000400627 -0.000275195 0.000629391 0.000839555
internal_weight=0 0.0397171 0.0382283 0.0366543 0.0338238 0.0327262 0.0311417 0.0297758 0.00798103 0.0217948 0.00610146 0.00502644 0.0029583 0.0197444 0.0186492 0.0170025 0.0126494 0.00642156 0.00435311 0.00233094 0.00622784 0.00235655 0.00387128 0.00249405 0.00283046 0.00408391 0.00297194 0.00233766 0.00206814 0.00205037
internal_count=3121 2796 2578 2495 2185 2101 1887 1711 384 1327 304 235 172 1170 1165 1146 1036 370 110 76 666 189 477 411 310 262 238 108 63 157
is_linear=0
shrinkage=0.00129368


Tree=1443
num_leaves=27
num_cat=0
split_feature=1213 160 14 484 52 3 39 42 133 376 160 151 3 49 47 42 4 160 16 2 43 484 1 475 0 16
split_gain=0.00064513 0.000559544 0.000486774 0.000604839 0.000541127 0.000455621 0.000552512 0.00048371 0.000416292 0.000591821 0.000547979 0.000646224 0.000519391 0.000442235 0.000490956 0.000429474 0.000654132 0.000727529 0.00045887 0.000425656 0.000330488 0.000325738 0.000324244 0.000275435 0.000239481 0.00016719
threshold=-0.080769999999999995 -0.40698999999999991 0.076975000000000002 0.084040000000000017 -0.40306999999999998 0.30112000000000005 0.13507500000000003 -0.11466499999999999 0.10622000000000002 1.0000000180025095e-35 -1.0000000180025095e-35 -0.090369999999999992 -0.15956499999999998 0.094245000000000009 0.092710000000000015 0.083995000000000014 0.0061450000000000003 0.086870000000000017 -0.094359999999999986 0.092755000000000018 -0.023869999999999995 -0.0068949999999999992 0.086560000000000012 -0.051009999999999993 -0.071924999999999989 -0.15012499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 -6 9 10 21 -12 -13 14 15 16 17 22 -18 25 -16 -9 -14 -5 -25 -17
right_child=1 2 -4 23 5 -7 -8 8 -10 -11 11 12 13 -15 20 19 18 -19 -20 -21 -22 -23 -24 24 -26 -27
leaf_value=-0.0010158418966208351 -0.00092517793313107719 -0.00078672253999651019 -0.00069256886624403154 0.0011093093164555978 -0.00081512433649891453 0.00085884201856743488 0.0010352486707000106 -0.0011552420281937528 -0.00061565020537921204 0.00094357113948778291 -0.00081714381520367257 0.0010308802542307737 0.00038265115048970009 0.00086190736308019089 3.7576334073188574e-05 0.0012205159782769288 -0.00027872550872831432 -0.001331224694405146 0.00076469023401039857 -0.00027662697480205963 -0.0010369886038438057 -0.00010017844688983195 -0.00059276596445286759 -0.00010492072108622608 0.00081265965738933131 0.00053450293699235975
leaf_weight=0.0012345171234628962 0.0012016964968484803 0.0015545365918002698 0.0016601156885007731 0.0014014038971783549 0.0014139774114950701 0.0013402023088393547 0.0010131235083008496 0.0011400845050782982 0.0018171203908740044 0.0014586003827505292 0.0013829839147350134 0.0012944625987056811 0.0015539649307993002 0.0013837556639053625 0.0010044234788608719 0.0010714789900321264 0.0012988571117454883 0.0012381031858530456 0.0022724481461295909 0.0010027852119205427 0.001271952384553022 0.0011552411359345696 0.00117245379120412 0.001209820689929586 0.0010348096241834517 0.0019912210348929094
leaf_count=325 218 268 83 133 96 105 23 212 323 105 68 44 220 76 29 24 60 46 28 77 43 101 93 102 56 163
internal_value=0 1.39706e-05 4.70298e-05 8.48346e-05 1.68786e-05 6.2676e-05 2.1537e-05 -1.9669e-05 2.81727e-05 8.21032e-05 2.00036e-05 0.000102434 0.000179251 0.000107016 3.17454e-05 0.000148415 -4.94788e-05 -0.000441051 0.000385208 0.000515233 -0.00056285 -0.000624227 -3.68117e-05 0.000622211 0.000318098 0.000774503
internal_weight=0 0.0353396 0.0341379 0.0324778 0.0288318 0.0272772 0.025937 0.0249239 0.0235099 0.0216928 0.0202342 0.0179389 0.0165559 0.0152614 0.0138777 0.0116013 0.00753583 0.00396452 0.00357131 0.00406549 0.00227638 0.00229533 0.00272642 0.00364603 0.00224463 0.0030627
internal_count=3121 2796 2578 2495 2204 1936 1831 1808 1712 1389 1284 971 903 859 783 711 447 359 88 264 72 313 313 291 158 187
is_linear=0
shrinkage=0.00140032


Tree=1444
num_leaves=16
num_cat=0
split_feature=41 2 15 1 47 43 131 42 484 15 4 2 2 2 2
split_gain=0.000103177 0.000134225 0.000138729 0.000137479 0.000142558 0.000159324 0.000231877 0.000285547 0.000201048 0.000141519 0.000206662 0.000181818 0.000158334 9.71975e-05 5.97124e-05
threshold=0.078475000000000017 -1.0000000180025095e-35 0.095175000000000023 0.14000500000000002 0.11926500000000002 -0.17390999999999998 0.023795 0.086325000000000013 0.085515000000000022 -0.095869999999999983 -0.39518999999999993 0.089885000000000007 0.11263500000000001 0.10497000000000002 0.09678500000000001
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 13 -11 -12 14 -7 -13
right_child=-2 2 -4 -5 -6 6 -8 -9 -10 10 11 12 -14 -15 -16
leaf_value=0.001579259005436756 -0.0014076249543274943 0.0014275612366375921 -0.0013876758985541103 0.0017397739031936466 -0.0017684487049208113 -0.0021220590436344211 -0.0021341074869480402 -0.0022830854175144352 0.0020573306252063368 -0.0014098051727459049 -0.00059692136564633747 0.0016089487869878222 9.2409602423212324e-05 2.7099175200347508e-05 0.0033062912789445452
leaf_weight=0.0013836601461573719 0.0012722794393229533 0.0019798399359727244 0.0017568656172572408 0.0011967888478373592 0.0011056512040470432 0.0010349336488587602 0.0012800736795084431 0.0011057034578006728 0.0015741976491061571 0.0011387518280643327 0.0013015760655815632 0.0010653913333884268 0.0011059274579582334 0.0010945120620393656 0.001030898146922532
leaf_count=177 148 137 367 80 81 132 340 569 171 133 465 90 80 68 83
internal_value=0 7.09343e-05 -4.65039e-05 0.000100631 -3.17604e-05 0.000108277 -0.00011436 0.000133005 0.000418841 8.69689e-05 0.000503753 0.000987583 0.00163162 -0.00101741 0.00244366
internal_weight=0 0.0191548 0.0177711 0.0160142 0.0148175 0.0137118 0.011732 0.0104519 0.00934619 0.00777199 0.00564254 0.00450379 0.00320222 0.00212945 0.00209629
internal_count=3121 2973 2796 2429 2349 2268 2131 1791 1222 1051 851 718 253 200 173
is_linear=0
shrinkage=0.00502775


Tree=1445
num_leaves=14
num_cat=0
split_feature=147 11 4 16 124 40 1 42 52 52 52 0 4
split_gain=0.000106865 0.000168301 0.000150569 0.00014888 0.000147211 0.000183961 0.000147107 0.000237489 0.000166604 0.000154815 0.000277911 0.000315204 0.000203195
threshold=0.089025000000000007 0.087830000000000005 0.27287000000000006 -0.36241499999999999 -0.043384999999999993 -0.061244999999999994 0.13075500000000004 0.091735000000000025 -0.12005499999999998 -0.081429999999999989 -0.0064899999999999992 -0.10607499999999999 -0.083854999999999985
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 -7 -10 -11 -12 -13
right_child=-2 -3 -4 4 5 6 -8 -9 9 10 11 12 -14
leaf_value=-0.0015709790004660906 0.0014324254888764933 -0.0019771107993618153 0.001414810276097042 0.001643783190178499 -0.0020633805363976898 -0.0018131809070408031 0.0015889454737486204 -0.0022525447426692737 0.0016478287639129234 -0.0018260055121779213 0.0028950984841023476 0.0010448513907425415 -0.0012643924132539524
leaf_weight=0.0016555851503133835 0.0012056615368495329 0.0011480889043248279 0.0017379332512057746 0.0012868510337638037 0.0011451825944863723 0.0010121434996721865 0.0013816358639999757 0.0012092734395002672 0.0018116777159230555 0.0016124803198644408 0.0011415768539935209 0.001921318187927624 0.0019315534920967825
leaf_count=132 124 118 260 148 64 301 43 480 137 268 64 290 692
internal_value=0 -0.000111197 8.83498e-06 -0.000142847 2.07368e-05 -0.00013789 4.55317e-05 -0.000154885 0.000114091 0.000345801 -1.12261e-05 0.000574684 -0.000112838
internal_weight=0 0.0189953 0.0178472 0.0161093 0.0144537 0.0131668 0.0120217 0.01064 0.00943075 0.00841861 0.00660693 0.00499445 0.00385287
internal_count=3121 2997 2879 2619 2487 2339 2275 2232 1752 1451 1314 1046 982
is_linear=0
shrinkage=0.00502775


Tree=1446
num_leaves=26
num_cat=0
split_feature=160 1213 14 1374 52 157 159 130 403 48 376 16 14 49 16 0 457 1 0 12 1 484 4 12 42
split_gain=0.000574247 0.000508612 0.000397529 0.000400544 0.000358513 0.000473232 0.000384655 0.000345546 0.000434551 0.000424305 0.000456425 0.000469989 0.000458153 0.000385335 0.000297869 0.000433659 0.000369329 0.00059207 0.000497265 0.000355224 0.000862735 0.000209102 0.000148347 9.06707e-05 4.64882e-05
threshold=-0.40698999999999991 -0.080769999999999995 0.076975000000000002 -0.094929999999999987 -0.43320999999999993 -0.077384999999999995 0.10904500000000002 -0.0015749999999999998 -1.0000000180025095e-35 0.13400000000000004 0.11430500000000002 0.41553500000000004 -0.10708499999999999 0.093655000000000002 -0.062804999999999986 0.16094000000000003 -0.0029299999999999994 0.08592000000000001 -0.10324499999999999 0.088485000000000022 0.094715000000000008 0.085130000000000011 0.022185000000000003 0.084595000000000017 0.086035000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 21 7 -7 -9 10 11 12 -10 14 16 19 -14 22 23 20 -16 -6 -18 -19 -20
right_child=1 2 -4 4 5 6 -8 8 9 -11 -12 -13 13 -15 15 -17 17 18 24 -21 -22 -23 -24 -25 -26
leaf_value=-0.00088842518204918257 -0.00090372815846474297 -0.00065021519140470523 -0.00066475513760866074 -0.00058453209147769946 0.00032559217685939782 -0.00051462295274778752 -0.00071185979292302478 -0.00069239272880737524 -0.00048109458250164685 -0.00053929283202229267 -0.00062083872112615756 0.0010242094819995389 -0.0002006492783401669 0.00089806670684340162 -0.00098678573576430539 0.00078582219928056063 0.00030889093800740079 0.0013460021229369055 5.5996591450454975e-05 0.00031544988427465158 0.00039011367797095952 0.001080102011847079 -0.00039706883550300742 0.00087086246521599769 0.00046587743477194643
leaf_weight=0.0013253039481935227 0.0010570932793524382 0.001315774110096867 0.0013688889240692772 0.0012924530662296032 0.0014189919071496684 0.0014692469799737476 0.0010544090902132588 0.0010384511685502243 0.0014956286787928255 0.0013272578801917225 0.0010458146663805392 0.0014682407385149246 0.0015742053727806357 0.0017292045722305796 0.0019792213724800891 0.001072573625068074 0.0010131205963690324 0.0016013481539931427 0.0010046147760468084 0.0018852194181411264 0.0014128534631216993 0.0012529269511283303 0.0011527930960846255 0.001333411639333093 0.0010005145632054346
leaf_count=240 303 53 83 275 140 203 134 429 62 47 19 45 59 129 167 20 116 90 73 128 75 75 52 33 71
internal_value=0 1.4968e-05 4.50278e-05 7.64327e-05 0.000108709 0.000140336 8.41999e-05 0.000118316 0.000158513 0.000198503 0.000245653 0.000291599 0.000232674 0.000296373 0.000227148 5.61436e-06 0.000389211 0.000519887 0.000777145 -0.000152957 -0.000413285 0.0006794 -6.68514e-05 0.00113012 0.000260518
internal_weight=0 0.0333643 0.0323072 0.0309383 0.0296225 0.02833 0.0256581 0.0246037 0.0231345 0.022096 0.0207688 0.019723 0.0182547 0.0167591 0.0150299 0.00634987 0.00868001 0.0071058 0.00493989 0.00527729 0.00339207 0.00267192 0.00216591 0.00293476 0.00200513
internal_count=3121 2881 2578 2495 2442 2167 1952 1818 1615 1186 1139 1120 1075 1013 884 390 494 435 267 370 242 215 168 123 144
is_linear=0
shrinkage=0.00134594


Tree=1447
num_leaves=28
num_cat=0
split_feature=9 14 1213 160 484 3 1 51 130 48 12 40 43 42 376 457 0 43 51 3 475 4 12 133 1 52 2
split_gain=0.000570411 0.000526851 0.000539506 0.00056441 0.000485161 0.000474796 0.000419841 0.000593613 0.000581967 0.000382712 0.00037628 0.000394198 0.000345443 0.000364648 0.000672461 0.000347462 0.000620404 0.000625618 0.000529582 0.00045596 0.000328597 0.00029886 0.000308997 0.000159324 0.000242127 0.000124061 8.21329e-05
threshold=-1.0000000180025095e-35 0.062655000000000016 -0.080769999999999995 -0.40698999999999991 0.085515000000000022 0.30112000000000005 0.12500000000000003 -0.071649999999999978 -0.0015749999999999998 0.12879500000000002 0.10345000000000001 0.0064400000000000004 0.16180500000000003 -0.095859999999999987 0.048375000000000008 -0.0029299999999999994 -0.15202999999999997 -0.06984499999999999 0.087505000000000013 -0.053259999999999995 -0.051009999999999993 -0.077834999999999988 0.088845000000000021 0.084415000000000018 0.07863500000000001 -0.069804999999999992 0.098630000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 -5 -9 12 11 -8 13 -10 15 -15 18 23 26 21 -6 -19 -23 24 -18 -22 -17
right_child=1 -3 3 4 20 -7 10 8 9 -11 -12 -13 -14 14 -16 16 17 19 -20 -21 25 22 -24 -25 -26 -27 -28
leaf_value=0.00090923530449242465 -0.00088243838100459911 -0.00080943750241573899 -0.00081691185840610425 -0.00094861230734366846 0.0010590180634311871 0.00076265771769835899 -0.00025676639868492851 -0.00085489511558455196 -0.00054828805773955247 -0.00073841131336698233 0.00098092785015606787 0.00074955149714143912 -0.00063277585879993744 -0.00047245094507346552 0.0011921531695674318 0.0013078668688036718 0.00086183679630368406 -0.00048608212209983592 8.0942594056416348e-06 -0.00083335913231339363 -8.1279977395553414e-05 0.00081432823132336055 -0.0002194121475992357 2.0090667325504486e-05 9.5821884369512331e-05 0.00054872930738955258 0.00078777093077258696
leaf_weight=0.0011111798636119765 0.0012108627095069871 0.0015259071642894631 0.0013647290958744831 0.0013927390139053522 0.0012462074284016467 0.0013317598926962928 0.001940073103546546 0.0014935831257548706 0.0014342601171473115 0.0011567418336868576 0.0011586229044411311 0.0010417405560492199 0.0012313700976460664 0.0017712866032104655 0.0010035537951864617 0.001037844097027109 0.0016357494010454908 0.001484882465089034 0.0014521794517037279 0.0019489079257653209 0.001176303723376293 0.001000647868013016 0.0010133621535163284 0.0017316485354001987 0.0012812863470648139 0.0010128709225583057 0.0010776754291441648
leaf_count=94 320 102 205 317 117 97 73 184 86 35 38 11 136 132 55 9 75 249 22 74 44 44 173 178 109 95 47
internal_value=0 -5.06096e-05 -1.71741e-05 1.41758e-05 4.95587e-05 -6.68482e-06 -4.42315e-05 -0.000113455 -5.99883e-05 -1.3912e-06 0.00034277 9.48056e-05 4.32336e-05 8.98069e-05 0.000145479 7.74283e-05 0.000148709 -1.84311e-05 0.000621711 -0.000321855 0.000518119 -3.6944e-05 0.000294195 0.000337152 0.00052537 0.000210208 0.00104292
internal_weight=0 0.0361568 0.0346309 0.03342 0.0320553 0.0286199 0.0272882 0.0231477 0.021755 0.0202614 0.00414044 0.00298181 0.0191047 0.0178733 0.016439 0.0154355 0.0136642 0.0100965 0.0035677 0.0054478 0.00343538 0.00349889 0.00201401 0.00464868 0.00291704 0.00218917 0.00211552
internal_count=3121 3027 2925 2605 2400 2144 2047 1925 1608 1424 122 84 1389 1253 1167 1112 980 902 78 540 256 466 217 362 184 139 56
is_linear=0
shrinkage=0.00131955


Tree=1448
num_leaves=16
num_cat=0
split_feature=124 42 123 484 4 160 0 49 1 3 2 42 16 16 0
split_gain=9.67342e-05 0.00018417 0.000170922 0.000271701 0.000164182 0.0002235 0.000191097 0.000176314 0.000365829 0.000279519 0.000362654 0.000148388 0.000266154 0.00010659 7.32431e-05
threshold=0.08919500000000001 -0.095859999999999987 0.084880000000000025 -0.0068949999999999992 -0.49405499999999997 -0.098904999999999979 -0.077999999999999986 -0.043469999999999995 0.097115000000000021 -0.084074999999999997 0.11389000000000002 0.079510000000000011 0.10246000000000001 -0.15012499999999998 -0.10151999999999999
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 7 8 -7 -9 13 12 -8 -11 -15
right_child=-2 2 -4 4 5 6 11 9 -10 10 -12 -13 -14 14 -16
leaf_value=-0.001593487101606759 0.0011766870610929597 -0.0019888152609189962 0.0016032955819551171 -0.0013958302127936779 -0.0015121266244804666 -0.00033148959865814776 0.0026511439193395245 -0.002136729059790897 0.0024924187398029426 0.0014400931388651001 -0.0021026640203014929 5.7084025612506613e-06 0.00027467326559823049 0.0006056251831869098 -0.00075711880465325417
leaf_weight=0.0011827390152695507 0.0010170417699555392 0.0010889705314685296 0.0010130721975792336 0.0011358360867128004 0.0011493940237317654 0.0018652413789719277 0.0015237346023362986 0.0011853245424260335 0.001175246774804517 0.0013715283013823716 0.0010214021167445075 0.0016258079836972139 0.0014411540373016063 0.0015912343090356247 0.0010153660267672761
leaf_count=218 60 462 168 125 329 123 180 405 81 80 59 297 88 63 383
internal_value=0 -7.7597e-05 2.08962e-05 -7.23593e-05 5.72555e-05 0.000167541 0.000307277 -2.16162e-05 0.000760042 -0.000405881 4.4808e-06 0.000968212 0.001496 0.0005455 7.47866e-05
internal_weight=0 0.0193861 0.0182033 0.0171902 0.0161013 0.0149654 0.013816 0.00922534 0.00304049 0.00618486 0.00499953 0.0045907 0.00296489 0.00397813 0.0026066
internal_count=3121 3061 2843 2675 2213 2088 1759 1194 204 990 585 565 268 526 446
is_linear=0
shrinkage=0.00396435


Tree=1449
num_leaves=28
num_cat=0
split_feature=1213 1456 160 159 43 448 40 133 3 151 4 3 2 13 1 49 52 49 12 16 2 52 1 1 13 15 43
split_gain=0.000583277 0.000483508 0.000334273 0.00034958 0.000554393 0.00048973 0.000497465 0.0006029 0.000568542 0.000402318 0.000351345 0.000408132 0.000421826 0.000400027 0.00037818 0.0003763 0.000535002 0.000356394 0.000343815 0.000821923 0.000301773 0.000543366 0.000355067 0.000974695 0.00018772 0.000182649 0.000123849
threshold=-0.080769999999999995 -1.0000000180025095e-35 -0.40698999999999991 -0.22563499999999997 0.24789500000000006 -0.083114999999999981 -0.074429999999999982 -0.085499999999999979 0.20828500000000003 -0.090369999999999992 -0.49013999999999996 -0.10023499999999998 0.084145000000000011 0.0027400000000000007 0.10956 -0.069799999999999987 -0.081429999999999989 -0.048674999999999989 0.10097500000000002 0.22339500000000004 0.090425000000000019 -0.0027449999999999996 0.080000000000000016 0.095285000000000022 -0.010384999999999998 0.050935000000000008 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 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 24 -8 9 -9 -11 12 14 15 -12 16 -13 -17 19 20 22 -22 -19 -24 -7 26 -14
right_child=1 2 3 4 -6 6 7 8 -10 10 11 13 25 -15 -16 17 -18 18 -20 -21 21 -23 23 -25 -26 -27 -28
leaf_value=-0.0010311456984903006 -0.00082733356516647707 -0.00077010876423450297 0.00095426116801898347 -0.00092043533300478915 -0.00093369070698519536 0.00112800635228773 0.00090886276737844093 -0.00078427624995976218 0.00097617911784017553 -0.00076593545567203714 -0.00074407413471283589 0.00018542540525603895 0.0013978863234351533 -0.00077617337275969573 0.00053939750704156352 0.00099181941755287478 -0.001170543146183783 0.00056014131103970246 0.00080079642940184936 -0.0012766017963495235 -0.00022301923753959962 0.00095645443761422126 -0.0015158661922597167 0.00042897575314151894 0.00032359312238700331 0.00025999165856257193 0.00066217896346067748
leaf_weight=0.0012525247905087458 0.0014749327791919722 0.0010790824573941307 0.0010347920264721635 0.0010424257058705413 0.001241558835957334 0.0014509967524339307 0.0018424097701598965 0.0015809658429406506 0.0013209448550504091 0.0012664683469072379 0.0010632137573587273 0.0013405603155760559 0.0010422824569182865 0.0016485867337470159 0.0010467159131888337 0.0010328088344930828 0.0013335210149914021 0.0010050514177562149 0.0012284932713637628 0.0011019083353729364 0.0016097880285972366 0.0020277016719664753 0.0011503906580707657 0.0012198271871248778 0.001232790017389295 0.0010802237030635986 0.0010606820224623448
leaf_count=325 258 181 54 54 159 122 191 140 107 113 54 38 45 113 24 29 62 269 84 102 65 132 163 45 100 47 45
internal_value=0 2.17923e-05 5.96473e-05 8.76233e-05 5.86669e-05 0.000100111 0.000137196 7.30695e-05 9.33338e-06 -4.65858e-05 8.2759e-06 5.73218e-05 0.00041822 -7.26411e-05 -0.000107356 1.62347e-05 -0.000490774 0.0001469 5.35016e-05 -5.96326e-05 0.000131589 0.000434473 -0.000194826 -0.000514958 0.000758501 0.000766591 0.00102681
internal_weight=0 0.0345591 0.0330842 0.0320051 0.0309703 0.0297288 0.0286863 0.0260025 0.0241601 0.0228392 0.0212582 0.0199918 0.00529312 0.0146986 0.00210993 0.0130501 0.00267408 0.010376 0.00934316 0.00811467 0.00701276 0.00363749 0.00337527 0.00237022 0.00268379 0.00318319 0.00210296
internal_count=3121 2796 2538 2357 2303 2144 2090 1868 1677 1570 1430 1317 215 1102 78 989 100 889 860 776 674 197 477 208 222 137 90
is_linear=0
shrinkage=0.00151575


Tree=1450
num_leaves=29
num_cat=0
split_feature=1213 1456 3 1374 11 3 48 403 147 160 15 1374 51 52 150 376 43 3 131 13 16 47 42 1 3 43 4 3
split_gain=0.000595808 0.000628395 0.000374283 0.000385878 0.00041037 0.000459006 0.000494825 0.000474187 0.000428839 0.000509764 0.000428617 0.000428132 0.000463505 0.000486768 0.000934808 0.000426502 0.000486566 0.000657147 0.000555051 0.000507202 0.00053607 0.000329555 0.000373222 0.000514618 0.000302216 0.000279198 0.000238418 0.00024453
threshold=-0.080769999999999995 -1.0000000180025095e-35 0.31299000000000005 0.086000000000000007 0.088215000000000002 -0.12018999999999998 -0.084044999999999995 -0.082384999999999986 1.0000000180025095e-35 -0.23055499999999998 -0.015744999999999999 -0.094929999999999987 0.078435000000000019 0.024145000000000003 1.0000000180025095e-35 0.11430500000000002 -0.074359999999999996 -0.0080949999999999998 0.091885000000000008 -0.47860499999999995 0.064860000000000015 0.092530000000000015 0.08623500000000002 0.094825000000000007 -0.13927999999999999 -0.035139999999999991 -0.012164999999999999 -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
left_child=-1 -2 3 4 5 10 -7 -8 9 -9 -3 -11 15 14 -14 16 17 18 26 -18 21 22 23 -21 25 -12 27 -13
right_child=1 2 -4 -5 -6 6 7 8 -10 11 24 12 13 -15 -16 -17 19 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=-0.0010570045576766814 -0.00095354517709028415 0.0011437863432335019 0.00094634079751322901 -0.00088074383033299682 -0.00062611280526363145 -0.00094447391445172781 -0.00095944331734390369 -0.00097772551115338745 0.00095130224743879038 -0.00072804277867668003 0.00043003147798494008 -0.00027349988249637721 -0.00077248857550596026 0.0014848947243616233 0.0011772800595820903 -0.00086554288505936538 0.00078617268969029806 0.0014980417596456941 0.0011735517749942759 -0.00066919236649149382 -0.0012439951166024529 -0.00065931781840024815 0.00092562877735060159 0.00054059240468824234 0.00086919734485255455 -0.0007028061861992066 -0.00048959021253124275 0.00064407936537847182
leaf_weight=0.0012759741013252937 0.0015262059174521161 0.001778957824964289 0.0011026356892753766 0.001074323406683452 0.00195571838176578 0.0012063685997460985 0.0010267598317535423 0.0010727238470513703 0.0013764862321252727 0.0013512633646470809 0.0010195036124827084 0.0012227426581170597 0.0010973399784126583 0.001188450741693714 0.0012657690515229802 0.0011052409856744374 0.001272663081863354 0.0011590039373332557 0.0011602345529549973 0.001852602463603646 0.001143016397327723 0.0017566487884881354 0.0010735725145933905 0.0015384053101072936 0.0010512520759959855 0.0010614827021804274 0.0016673737423553159 0.0016061082220899525
leaf_count=325 258 78 120 73 105 57 396 188 67 48 52 109 93 41 44 14 13 41 47 235 116 57 125 40 20 61 208 90
internal_value=0 1.76746e-05 5.98008e-05 3.11208e-05 6.07981e-05 0.000104058 2.25887e-05 6.9373e-05 0.000113554 6.23782e-05 0.00053773 0.000114369 0.000170976 0.000677788 0.00027188 6.22661e-05 0.000128628 0.000437467 0.000220157 -0.00011508 -0.000270831 -9.20328e-05 0.000131173 -0.000120347 0.000193519 -0.000147814 -2.58636e-05 0.000247465
internal_weight=0 0.0367129 0.0351866 0.034084 0.0330097 0.031054 0.0261428 0.0249364 0.0239096 0.0225332 0.0049112 0.0214604 0.0201092 0.00355156 0.00236311 0.0165576 0.0154524 0.00681546 0.00565646 0.00863691 0.00736425 0.00622123 0.00446458 0.00339101 0.00313224 0.00208099 0.00449622 0.00282885
internal_count=3121 2796 2538 2418 2345 2240 2029 1972 1576 1509 211 1321 1273 178 137 1095 1081 495 454 586 573 457 400 275 133 113 407 199
is_linear=0
shrinkage=0.00154607


Tree=1451
num_leaves=16
num_cat=0
split_feature=4 150 160 42 43 3 15 52 2 133 47 2 2 1 4
split_gain=0.000111588 0.000221662 0.000244092 0.000180824 0.000193469 0.000272667 0.000321551 0.000230633 0.000404337 0.000180567 0.000213924 0.000188086 0.000216206 0.000121166 3.07114e-05
threshold=0.27044500000000005 -0.091259999999999994 -0.090969999999999981 -0.095859999999999987 -0.074359999999999996 -0.077774999999999983 0.040760000000000005 -0.088204999999999992 0.10327000000000001 -0.0084449999999999994 0.092165000000000011 0.10613000000000002 0.089885000000000007 0.111945 -0.07168999999999999
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 -6 -9 11 12 -11 -2 -13
right_child=13 2 3 4 7 -7 -8 9 -10 10 -12 14 -14 -15 -16
leaf_value=0.0021683256363945885 -0.00013589691436798423 -0.0023646902507423839 -0.0019156757228790428 -0.0013921872817229581 -0.0041330864230636191 0.0026851052481894613 0.0020516310120030148 -0.00162534420949286 0.0004325613017251893 -0.00063468308544739139 0.0025806933068677584 -0.00052381392904273785 0.0022162313724341546 0.0019380348267448012 -0.0017570773611452681
leaf_weight=0.0010021828516237887 0.001480539020369597 0.0013994923334322276 0.0013531999847000145 0.0017449061501051966 0.0010407248010961953 0.0015262062820607927 0.0012057814818560164 0.0013685548173758026 0.0010006144129024452 0.0013254243929934368 0.0010181899646226622 0.0010421321043558862 0.0014816565894619771 0.0014829213599041324 0.0010828525611727979
leaf_count=62 107 402 194 430 149 169 148 498 146 273 63 20 130 258 72
internal_value=0 -0.000173794 -0.000315281 -0.000126467 4.85091e-05 0.000925331 1.51092e-05 -0.000370869 -0.00189512 5.42703e-05 0.00044058 -1.23065e-06 0.00087011 0.000901903 -0.00115226
internal_weight=0 0.0175919 0.0165897 0.0151902 0.013837 0.00447689 0.00295069 0.00936015 0.00204134 0.00731881 0.00595026 0.00493207 0.00280708 0.00296346 0.00212498
internal_count=3121 2756 2694 2292 2098 747 578 1351 295 1056 558 495 403 365 92
is_linear=0
shrinkage=0.00512831


Tree=1452
num_leaves=30
num_cat=0
split_feature=1348 14 3 484 1213 1374 160 474 156 50 15 39 47 52 52 39 13 457 3 3 47 15 151 13 43 0 1 12 43
split_gain=0.000592826 0.000885086 0.000732543 0.000561907 0.000537636 0.000571049 0.00058048 0.000484933 0.000681979 0.000496504 0.000649585 0.000503771 0.00121741 0.000455142 0.000466463 0.000795835 0.000422258 0.000710961 0.000521931 0.000493515 0.000395688 0.000402584 0.000312127 0.000308081 0.000535673 0.000297585 0.000283483 0.000241162 0.000209327
threshold=0.090205000000000021 0.076175000000000007 0.30112000000000005 -0.0068949999999999992 -0.080769999999999995 -0.094929999999999987 -0.40698999999999991 0.084660000000000027 0.08549000000000001 0.099210000000000007 -0.24436499999999997 0.13507500000000003 0.13148500000000005 0.11434500000000002 0.10611000000000001 -1.0000000180025095e-35 -0.0034749999999999994 0.082380000000000009 0.088060000000000013 0.0051600000000000005 0.092165000000000011 0.091475000000000015 -0.086654999999999982 -0.099939999999999987 -0.074974999999999986 -0.10474999999999998 0.087325000000000014 0.051320000000000005 0.070450000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -7 8 9 10 -8 12 13 14 15 -12 22 18 19 20 21 27 -17 28 26 -9 -25 -18 -24
right_child=-2 -3 -4 4 5 6 7 25 -10 -11 11 -13 -14 -15 -16 16 17 -19 -20 -21 -22 -23 23 24 -26 -27 -28 -29 -30
leaf_value=-0.00086050258198497711 0.0011596537769438906 -0.0012898850403016099 0.0010963096664268947 -0.00098741822996538777 -0.00095093659070513269 -0.00089145281593526514 0.001200890738081821 0.0013670076956435913 -0.0010292751011647429 0.00092829895800275442 -0.0012701309461063547 0.00090976473092378111 -0.001546277825396922 -0.00087720186762422787 0.0011217617356936681 -0.00040914160496041024 -0.00049341822132545354 0.0011046644741908099 -0.0010973429804441155 0.00089840560435936021 0.00043805317238154495 0.00020669398740817888 0.00043156930038890399 0.00019195165420053944 -0.00059633013440126643 0.00029406713467084556 0.0011772005668456102 -0.0014693043525480531 0.0012993718459904109
leaf_weight=0.0018866028446345986 0.0010098016519926025 0.001308673272317761 0.0014112796761476245 0.0012500358146010351 0.0013155068770629432 0.0013765087159081082 0.001157547588412011 0.001146844278395065 0.0012729436904779503 0.0017365556898956127 0.001033012413682143 0.0014035504468665741 0.0012192405331745695 0.0011996302113024262 0.0010200648814517868 0.0010188070856003151 0.0015237305386879493 0.0010209643122010004 0.0014685535350622558 0.0010416413438179006 0.0013796620620247779 0.0011989926885331847 0.0011927364268728893 0.0016316956875481667 0.0012620496286317503 0.0013396936901106651 0.0012199752377686224 0.0010042091113995344 0.0014999844277951979
leaf_count=472 38 100 124 304 48 204 120 21 160 99 33 23 25 80 42 76 46 42 38 11 32 38 27 97 387 172 77 156 29
internal_value=0 -4.07767e-05 4.34017e-06 -3.99172e-05 7.0893e-06 4.63257e-05 8.95251e-05 0.000136101 7.48575e-05 0.000130559 7.15995e-05 1.30814e-05 -4.70354e-05 4.56794e-05 0.000105472 4.62191e-05 0.000128817 -0.000106857 -0.000269251 -7.14545e-05 -0.000269286 -0.000531134 0.000388961 0.000508423 0.000242302 0.00078893 0.000613452 -0.000881083 0.00091498
internal_weight=0 0.0375407 0.036232 0.0348207 0.0329341 0.0316841 0.0303686 0.0289921 0.0265055 0.0252326 0.023496 0.0223385 0.020935 0.0197157 0.0185161 0.017496 0.016463 0.00863775 0.00761679 0.00614824 0.00510659 0.00372693 0.00782525 0.00680644 0.00411372 0.00248654 0.00285167 0.00252794 0.00269272
internal_count=3121 3083 2983 2859 2387 2083 2035 1831 1638 1478 1379 1259 1236 1211 1131 1089 1056 363 321 283 272 240 693 617 561 193 174 202 56
is_linear=0
shrinkage=0.00154607


Tree=1453
num_leaves=17
num_cat=0
split_feature=40 47 47 42 402 52 50 51 4 0 1 457 12 12 16 2
split_gain=0.000103067 0.000363736 0.000191511 0.000204928 0.000169561 0.000219181 0.000218723 0.000184047 0.000198224 0.000377904 0.000260335 0.000125451 0.000106448 9.73027e-05 7.11294e-05 5.56035e-05
threshold=0.05433000000000001 0.13148500000000005 0.11043500000000002 -1.0000000180025095e-35 0.073745000000000019 -0.24456499999999998 0.083640000000000006 -0.076794999999999988 -0.27825499999999997 -0.062764999999999974 0.10727500000000002 0.080930000000000016 1.0000000180025095e-35 0.084100000000000022 -0.25582999999999995 0.084055000000000005
decision_type=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 -7 -9 10 11 13 -1 15 -12 -10
right_child=-2 -3 -4 4 -6 6 -8 8 9 -11 14 -13 -14 -15 -16 -17
leaf_value=-0.00055419335965935462 0.0017899296484123971 -0.0034463834449000659 0.0027108226893750348 -0.0026618611934836021 0.0025450931316780474 -0.0014669559436382318 -0.0022096803060954401 -0.0009374187265718208 0.0011301025606762663 0.0046749735459009206 0.0013459557150096318 0.0015909233241526675 -0.0033379359264455099 -0.0021132073744856324 0.003632202152421867 -0.00088271124577446892
leaf_weight=0.0011371644068711708 0.0011585984142555286 0.0012112162662512018 0.0010293037442520294 0.0011074646285271746 0.0011099131789916736 0.0015822405190452664 0.0012831288631736113 0.0019816940771671945 0.0010270913062871987 0.0010989800702347645 0.0010245172423161142 0.0012456449087925314 0.0010168435303353415 0.0012521333898898174 0.001105818472122877 0.0011225405336894312
leaf_count=106 69 60 103 248 210 233 325 52 65 152 90 93 707 455 68 85
internal_value=0 -0.000129647 9.20032e-05 -6.56764e-05 0.000194203 5.55158e-06 0.00023772 0.000512209 0.000829858 0.00127448 0.00072311 -0.000106393 -0.00186832 -0.00072791 0.0025327 7.90086e-05
internal_weight=0 0.0193357 0.0181245 0.0170952 0.0149412 0.0138313 0.0127238 0.0114407 0.00985842 0.00787673 0.00677775 0.00464741 0.00215401 0.00340177 0.00213034 0.00214963
internal_count=3121 3052 2992 2889 2076 1866 1618 1293 1060 1008 856 698 813 605 158 150
is_linear=0
shrinkage=0.00625138


Tree=1454
num_leaves=14
num_cat=0
split_feature=124 42 43 16 15 52 51 50 48 47 1 15 2
split_gain=0.000106251 0.000128743 0.000156377 0.000180447 0.00041712 0.000216265 0.000185239 0.0001468 0.000241217 0.000337162 0.000365679 0.000214184 0.000210483
threshold=0.08919500000000001 -0.095859999999999987 -0.17390999999999998 0.15891500000000003 -0.0040799999999999994 -0.090859999999999982 -0.076794999999999988 0.10124500000000002 0.086260000000000017 0.086380000000000012 0.077565000000000009 -1.0000000180025095e-35 0.098035000000000011
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 10 -8 -12 -10
right_child=-2 2 3 4 -6 6 7 -9 12 -11 11 -13 -14
leaf_value=-0.0018382513988148303 0.0016643716314896698 0.0014147766077854617 0.0020937015987677015 0.00096252640683511215 -0.0033173589087974326 -0.0020383594283319259 -0.00046187252165030601 -0.0018294060209026357 -0.0023842920605383188 -0.0016061862121956876 0.0038377520988398224 0.001169262314902111 0.00035358326991212822
leaf_weight=0.0011471862611114316 0.0010172445250640197 0.0019927572250151284 0.0013648268099022672 0.0011516805603606559 0.0014830045248947479 0.0013137239567876111 0.001815693232113811 0.0010317420553335463 0.0014817250145726657 0.0012538246826032662 0.0017080222546320134 0.0017170322244097758 0.0017357508669273436
leaf_count=218 60 123 196 249 165 196 788 264 166 57 254 273 112
internal_value=0 -0.000105091 5.06344e-06 -0.000169889 -0.00144652 8.0703e-05 -0.000147154 8.40974e-05 0.000287375 0.000879216 0.00147384 0.0025 -0.000907274
internal_weight=0 0.019197 0.0180498 0.016057 0.00263469 0.0134223 0.0120575 0.0107438 0.00971205 0.00649457 0.00524075 0.00342505 0.00321748
internal_count=3121 3061 2843 2720 414 2306 2110 1914 1650 1372 1315 527 278
is_linear=0
shrinkage=0.00533549


Tree=1455
num_leaves=31
num_cat=0
split_feature=1213 151 14 1429 4 1374 38 160 484 403 50 133 457 16 133 15 12 15 43 13 48 3 52 3 3 3 16 0 3 475
split_gain=0.000612358 0.000637325 0.000624309 0.000523883 0.000583394 0.000548313 0.000443695 0.000550326 0.00069396 0.000872359 0.000587924 0.000709398 0.000501386 0.000502144 0.000616505 0.000494896 0.000597404 0.000582225 0.000628632 0.000523978 0.000483753 0.000343361 0.000324647 0.000319912 0.000228086 0.000211728 0.000104658 5.43576e-05 4.25422e-05 3.42382e-05
threshold=-0.080769999999999995 -0.27559499999999998 0.076175000000000007 -1.0000000180025095e-35 0.27287000000000006 -0.094929999999999987 1.0000000180025095e-35 -0.091944999999999985 0.084040000000000017 -1.0000000180025095e-35 0.041865000000000006 -1.0000000180025095e-35 -0.0029299999999999994 -0.51370499999999997 0.099660000000000012 -0.053579999999999996 0.095330000000000012 -0.016799999999999995 -0.20207499999999998 -0.076599999999999988 0.016865000000000002 0.090900000000000009 -0.078224999999999975 -0.14989499999999997 0.11296500000000002 -0.0087149999999999988 -0.087659999999999988 -0.081584999999999977 -1.0000000180025095e-35 -0.081439999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 20 9 -9 11 -11 -13 -14 15 21 17 -17 -19 27 -7 22 -15 -6 -25 -21 -12 -20 -24 -10
right_child=1 2 -4 4 23 6 -8 8 29 10 26 12 13 14 -16 16 -18 18 19 25 -22 -23 28 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00087213631728637222 -0.00096671136102466923 -0.00082514462359906246 -0.00072139087137545208 -0.00073146807149574941 3.2842238034446173e-05 -0.00086001914730628409 -0.0006934889676677552 -0.0010570889998626726 0.0010761640793801744 -0.0008484822055894179 0.0011002942248517949 -0.00049990516650714296 0.0010728405256259664 0.00096003566504051922 -0.00068865866391181786 -0.00065371380822700832 -0.00062554092318759566 0.0011909371187400013 0.00084888457989775671 -0.0007173860637547469 0.00026086942106570628 0.0011750714981083694 0.00026191703195166817 0.0011558874875759273 0.00040572505081935383 9.9884565070715718e-05 0.00054938293713682643 0.00043428989752841387 -0.00011788128930494215 0.00073826122380239625
leaf_weight=0.0014053692708967383 0.0011175624041070966 0.0010709562008507359 0.0017626097633955942 0.0014945227083913428 0.0013015597298606796 0.0017356146456075075 0.0012086348685294004 0.0010455704993677086 0.0010910464092610539 0.0012844895679293136 0.0010489997526716976 0.0017584217909394342 0.0011750988599459221 0.0010912604883503985 0.0013062541471111624 0.0010527637272246173 0.0016948494289672489 0.0013788286255760323 0.0010161931770760191 0.001038259571531688 0.0010923942322501601 0.0013445889611674033 0.0010133411750805621 0.0015860322425026432 0.0012715218949526097 0.0011783978467186295 0.0014041386688191651 0.0012019039202417715 0.0010411614919121253 0.0010013253903569099
leaf_count=325 74 153 94 39 52 256 38 484 57 215 44 95 17 107 86 44 74 11 38 50 68 28 77 170 102 29 189 37 11 57
internal_value=0 1.49362e-05 4.48362e-05 8.3503e-05 0.000112245 4.74235e-05 8.86975e-05 0.000123718 0.000188168 0.000119326 0.000177818 9.7638e-05 0.000167921 0.000243523 0.000175648 0.000262152 7.60607e-05 0.00024924 0.000412753 0.000170805 -0.000427046 0.000616948 0.00037839 0.000575101 0.000822089 -0.000282917 0.000784961 0.000624231 6.94464e-05 0.000914457
internal_weight=0 0.0378083 0.0366907 0.0349281 0.0338572 0.0296981 0.0282035 0.0269949 0.0241669 0.0220745 0.021029 0.0185758 0.0172913 0.0155329 0.0143578 0.0130515 0.0085612 0.00686635 0.00581358 0.00443475 0.00282801 0.00449035 0.00314576 0.00415911 0.00285755 0.00221666 0.00245314 0.0022181 0.0020545 0.00209237
internal_count=3121 2796 2722 2628 2475 2151 2112 2074 1750 1636 1152 919 704 609 592 506 283 209 165 154 324 223 195 324 272 79 233 75 88 114
is_linear=0
shrinkage=0.00131955


Tree=1456
num_leaves=29
num_cat=0
split_feature=9 14 3 1213 474 156 453 158 483 1374 0 160 49 43 12 43 2 12 52 43 0 12 12 484 43 49 15 42
split_gain=0.000553524 0.000484904 0.000587653 0.000438442 0.000445164 0.000554446 0.000429101 0.000469745 0.000475666 0.000519016 0.000656102 0.000451111 0.000557591 0.000608017 0.000960323 0.00049003 0.000592366 0.000437396 0.000423156 0.000411819 0.000270702 0.000270245 0.000327412 0.000264774 0.00025542 0.000195204 0.000174022 6.46618e-05
threshold=-1.0000000180025095e-35 0.062655000000000016 0.30112000000000005 -0.080769999999999995 0.084660000000000027 1.0000000180025095e-35 1.0000000180025095e-35 0.087355000000000016 0.0015150000000000003 -0.094929999999999987 -0.14116499999999996 -0.22361499999999998 0.10247500000000002 -0.074359999999999996 0.085885000000000017 -0.084154999999999994 0.096540000000000015 0.090995000000000006 0.024145000000000003 0.084740000000000024 -0.040504999999999992 0.088485000000000022 0.10149500000000002 0.08660000000000001 0.21122500000000002 -0.073374999999999982 -0.095869999999999983 0.084635000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 8 9 -5 25 -12 13 15 20 16 18 -16 21 -19 -15 -13 -23 -6 -21 -11 -27 -18
right_child=1 -3 -4 4 23 -7 -8 -9 -10 10 11 12 -14 14 17 -17 27 19 -20 24 -22 22 -24 -25 -26 26 -28 -29
leaf_value=0.00097438326215943424 -0.00093501429114620856 -0.00084912365524309104 0.00093628600447453623 -0.00076064946299947661 6.3188238568558157e-05 -0.00095039306123703227 -0.00081039966745876713 -0.00092769861750366866 -0.00087172841709943778 0.00026873168774731919 -0.00080874867194010943 -0.00047146535815950136 0.00097743099232539248 -0.0013615770004880353 0.00096845502452587667 0.0011326727113300105 0.0010818843805865681 -0.00066479919692944681 -0.00086220542269055834 0.00074844687821329988 -0.00041493182000202256 0.0010326264457081854 -0.00011668617617779294 0.0010238945508160245 -0.00022553194862748237 0.00053309852190414585 0.0012820654010804618 0.00055183859461859527
leaf_weight=0.0012091628122464773 0.0011927635257947813 0.0015938381018023575 0.0013887148893556569 0.0014367588687491653 0.001180861064181026 0.0014956982559952139 0.0014456867131693576 0.0011051662267457232 0.0011509784704851747 0.0016110504750379562 0.0012912271572753089 0.0010842173659617593 0.0014695574506272671 0.0016430622775959192 0.001041676929313784 0.0013330823589409128 0.0010018154326116857 0.001717008292522415 0.0013159245159313215 0.001261918774187798 0.0011230004782394488 0.001053516626210893 0.001139279970765017 0.0013667066866851485 0.0011243361927464335 0.0013247427154059466 0.0014187568164416462 0.0010316139953370218
leaf_count=94 320 102 119 20 209 243 63 176 192 45 171 60 88 161 211 68 37 249 74 24 42 30 26 90 68 55 50 34
internal_value=0 -4.76393e-05 -1.08777e-05 -5.03058e-05 -1.75012e-05 -6.87693e-05 -2.18832e-05 2.08456e-05 6.18372e-05 0.000105834 0.000159995 3.86183e-05 0.000101718 2.06292e-05 -0.000271125 0.000310607 0.000145225 0.000108506 -0.000150409 -0.000109805 -0.000977246 0.000135422 0.000435495 0.000578583 0.000289535 0.000679312 0.000920415 0.000812978
internal_weight=0 0.036343 0.0347491 0.0333604 0.0321676 0.0296201 0.0281244 0.0266787 0.0255735 0.0244225 0.0229858 0.0186312 0.01734 0.0158705 0.007911 0.00795945 0.00662637 0.00514494 0.00459294 0.00410326 0.00276606 0.00327701 0.0021928 0.00254757 0.00238625 0.00435455 0.0027435 0.00203343
internal_count=3121 3027 2925 2806 2486 2187 1944 1881 1705 1513 1493 1343 1172 1084 755 329 261 552 190 341 203 116 56 299 92 150 105 71
is_linear=0
shrinkage=0.00148603


Tree=1457
num_leaves=27
num_cat=0
split_feature=160 1213 1374 9 14 3 484 403 453 16 52 4 48 12 43 475 13 160 133 13 39 3 43 1 43 16
split_gain=0.000544334 0.000505527 0.000464771 0.000403098 0.00036726 0.000447245 0.000455505 0.000404298 0.000426845 0.000657264 0.000636907 0.000835201 0.000877489 0.000792037 0.000455404 0.000364407 0.000360984 0.000350107 0.000433666 0.000396343 0.000283653 0.000194407 0.000140022 0.000131664 0.000112731 4.49704e-06
threshold=-0.40698999999999991 -0.080769999999999995 0.093235000000000012 -1.0000000180025095e-35 0.062655000000000016 0.30112000000000005 0.085515000000000022 -1.0000000180025095e-35 1.0000000180025095e-35 -0.071854999999999988 0.091275000000000009 0.076415000000000025 0.087380000000000013 0.095330000000000012 -0.063379999999999978 -0.051009999999999993 0.14871000000000004 0.088020000000000015 -1.0000000180025095e-35 -0.16152999999999998 0.085330000000000003 -0.082594999999999988 -1.0000000180025095e-35 0.10089500000000001 -0.077604999999999993 0.052820000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 -5 9 16 11 12 24 22 -14 -8 17 18 -9 -20 -13 -21 -12 -23 -11 -26
right_child=1 2 -4 4 -6 -7 15 8 -10 10 13 20 14 -15 -16 -17 -18 -19 19 21 -22 23 -24 -25 25 -27
leaf_value=-0.00097240395407132264 -0.0009557413322128696 0.00095056993042988988 -0.00093955008193953365 -0.00088037272083680608 -0.00072343407488349547 0.00095533459870616295 0.0012367157254387683 -0.0002395797062935381 -0.00084511297804669525 -0.00085942327975525065 0.00047029058343264117 0.00084524588723148197 0.00070617848000748755 -0.00068842561328638077 -0.00066205368157123165 0.00018960356229514769 -0.00035442724691444623 -0.00011279018497668677 5.2949727079630488e-05 0.0013790438718469485 -0.0002291274210726145 0.00038582274836726829 0.0011451282366682026 0.0010123337241369455 -0.001347850415293248 -0.0014861259244264642
leaf_weight=0.0012653522440756451 0.0011320446745652904 0.0011480893142740136 0.0010065650352046865 0.0011474577184535364 0.0012864865079822421 0.0012559488739221072 0.0011751554523549146 0.0011408961943757409 0.0011876065022784479 0.0012859930301770128 0.0017519829256777975 0.0011862693452271422 0.0010560147526610386 0.0012442746492791201 0.0010934184930753155 0.0019547505829593517 0.0014304300445129323 0.0019307270877706451 0.0013564256696838592 0.0016322993353674606 0.0010002220126175132 0.0013008846079273122 0.0011086069178585234 0.0017202824358211743 0.0010073692712098195 0.0010722009226040996
leaf_count=240 303 92 45 531 81 118 109 166 55 290 54 34 98 48 38 121 42 61 27 72 27 92 22 79 104 172
internal_value=0 2.04354e-05 5.44582e-05 8.62477e-05 5.35256e-05 8.79463e-05 4.87358e-05 -1.90612e-05 2.29844e-05 6.91778e-05 -0.000171453 -0.000423435 -0.000731567 0.000301313 1.01576e-05 0.000582753 0.000339439 0.000448729 0.000600341 0.000759788 0.000353768 0.000965823 0.00073182 0.000742564 -0.00120527 -0.00141914
internal_weight=0 0.0336124 0.0324804 0.0314738 0.0303257 0.0290392 0.0277833 0.0246534 0.0235059 0.0223183 0.0118064 0.00770149 0.005515 0.00410486 0.00214943 0.00312991 0.0105119 0.00908152 0.00715079 0.00600989 0.00218649 0.00465347 0.00286059 0.00302117 0.00336556 0.00207957
internal_count=3121 2881 2578 2533 2441 2360 2242 2012 1481 1426 887 763 702 124 136 230 539 497 436 270 61 243 76 171 566 276
is_linear=0
shrinkage=0.00148603


Tree=1458
num_leaves=31
num_cat=0
split_feature=39 160 3 9 1348 14 47 403 1374 1456 52 1 12 159 3 13 42 15 0 4 457 0 0 52 52 16 15 1 42 16
split_gain=0.00122226 0.000826626 0.000694972 0.000786182 0.000731968 0.000912796 0.000729879 0.000543591 0.000585194 0.000629087 0.000544092 0.000609262 0.000631326 0.00075706 0.000634813 0.000495695 0.000462317 0.000984569 0.000534381 0.00146925 0.000912763 0.000453714 0.000420502 0.000347396 0.000560581 0.000362564 0.000318481 0.00031764 0.000313956 0.000418879
threshold=0.16946000000000003 -0.40698999999999991 0.13524500000000003 -1.0000000180025095e-35 0.093335000000000015 0.062655000000000016 0.13148500000000005 0.090990000000000015 -0.094929999999999987 -1.0000000180025095e-35 -0.43320999999999993 0.111945 0.092355000000000007 0.091530000000000014 -0.10831999999999999 0.14871000000000004 0.088200000000000014 0.084050000000000014 -0.12333499999999999 -0.031404999999999995 -0.0029299999999999994 -0.060129999999999996 -0.10324499999999999 -0.057699999999999994 0.11277500000000001 -0.061854999999999993 -0.08730499999999998 0.086105000000000015 1.0000000180025095e-35 -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 -1 3 -3 5 6 7 8 -5 -10 -11 12 13 14 15 -12 17 18 20 -20 -16 22 26 -4 25 -25 -13 -22 29 -14
right_child=-2 2 23 4 -6 -7 -8 -9 9 10 11 21 28 -15 16 -17 -18 -19 19 -21 27 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00096733478079162713 0.001346435495143729 0.0008751431490600372 0.00089576098090320339 -0.00079629258238965678 0.0009902283487598256 -0.0012906394982460461 -0.00099516827107103264 -0.00079390754884238056 -0.00097435635801299805 -0.00080334646038941607 0.0011010060294900457 7.6244742991308408e-05 0.00040513611602273076 -0.00084197725233308503 -0.00052957002893632159 -9.0048186385491685e-06 0.00056237014945454149 -0.0013460576471042477 0.00055615105112669582 -0.0012931471073992218 0.00021401518213680416 0.0011886744165626212 -0.00044344548452384384 0.00022153923182914199 0.00087371772640957386 -0.00073155489629265255 0.0010689223967194335 0.0010560557822462131 -0.00095775493205066604 -0.00074599286675145903
leaf_weight=0.0017515174442891404 0.0011464595082131259 0.0014498274457948037 0.00175961071048647 0.0017191468283641589 0.0010139634655530463 0.0012681018471809571 0.0016626189383117653 0.0018158697790443537 0.0011199093770610782 0.001270157080245137 0.0021614524871225041 0.0011419680410567068 0.0011358629112985241 0.0013743845415259406 0.0015019301134486795 0.0010995649709855115 0.0025344926779622421 0.0010021358993423943 0.001558081513192801 0.0015550312171604182 0.0013261889992648339 0.0013642654044991867 0.0010391802109992465 0.00193802709818236 0.0014780291611842244 0.0011533396682992239 0.0012015117511054996 0.0020914012913344493 0.0015621248381288977 0.0011549202022314011
leaf_count=240 23 83 60 47 20 83 40 216 211 226 55 28 88 82 27 17 186 315 69 290 22 71 60 68 34 23 19 64 222 132
internal_value=0 -6.11957e-05 -2.38105e-05 -9.58922e-05 -0.000136494 -0.000170435 -0.00012658 -7.95856e-05 -3.4724e-05 1.34198e-05 5.58449e-05 9.98413e-05 -2.77835e-06 0.000113658 0.000202221 0.000726727 5.43785e-05 -8.81267e-05 6.88104e-05 -0.000367592 0.000344969 0.000533448 0.000269188 0.00038761 0.000191929 -0.000134045 0.000585195 0.000729304 -0.000492489 -0.000175217
internal_weight=0 0.0442046 0.0424531 0.0361241 0.0346743 0.0336603 0.0323922 0.0307296 0.0289137 0.0271946 0.0260747 0.0248045 0.0200576 0.0162047 0.0148303 0.00326102 0.0115693 0.00903477 0.00803263 0.00311311 0.00491952 0.00474693 0.00338266 0.00632901 0.0045694 0.00309137 0.00234348 0.00341759 0.00385291 0.00229078
internal_count=3121 3098 2858 2673 2590 2570 2487 2447 2231 2184 1973 1747 1569 1127 1045 72 973 787 472 359 113 178 107 185 125 91 47 86 442 220
is_linear=0
shrinkage=0.00134594


Tree=1459
num_leaves=31
num_cat=0
split_feature=1213 151 1456 49 133 133 3 456 4 14 484 43 160 403 4 4 457 2 3 42 3 133 0 2 47 2 16 16 1 52
split_gain=0.000648144 0.000605458 0.000629043 0.000628707 0.000826572 0.000817522 0.000626978 0.000441128 0.000474434 0.000994542 0.000501339 0.000566588 0.000668041 0.000515196 0.000527747 0.000500501 0.000637668 0.000507886 0.000746181 0.000404505 0.000424718 0.00039464 0.000363782 0.000423657 0.000784525 0.000312323 0.000273654 0.000157656 8.76327e-05 4.1876e-05
threshold=-1.0000000180025095e-35 -0.27559499999999998 -1.0000000180025095e-35 0.10247500000000002 -0.25159999999999993 -0.16271999999999995 0.30112000000000005 0.087015000000000023 0.26790000000000008 -0.46885499999999997 0.08660000000000001 -0.50775499999999985 -0.087694999999999981 -1.0000000180025095e-35 -0.27825499999999997 -0.080924999999999983 -0.0029299999999999994 0.11411 0.11658 0.088200000000000014 -0.077774999999999983 0.092845000000000011 -0.23051499999999997 0.09167500000000002 0.092165000000000011 0.13712500000000002 -0.0073349999999999986 0.38525000000000004 0.11323000000000001 -0.049749999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 7 8 10 -10 11 27 -13 -14 21 -16 -17 18 19 22 -21 -15 -18 24 29 -5 -12 -7 -11 -24
right_child=1 2 3 25 5 6 -8 -9 9 28 26 12 13 14 15 16 17 -19 -20 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00082077116326473559 -0.001034991954903077 -0.00080241538690516384 -0.0012281048834790499 0.0010387893528320024 0.0012707810445362873 0.00021801901369127645 0.0010719982417883617 -0.00088281321973640863 -0.00059430086886816131 0.00075330545444320031 4.905958494927411e-05 -0.0012096030560053241 -0.0011019616378675954 -0.00097744997645130005 0.00071798074855837783 -0.0010719526668202385 0.00055474197043582066 -0.00076988388964752586 0.0011408909759981468 -0.00021745897703656365 0.00096392157624589623 1.2966331140453871e-05 -0.00091849398870723397 0.00049644063310151805 7.6367830508398323e-05 0.00016510256190910988 0.001046605472171585 0.00099710922528727466 0.0012952577690436098 -0.0013153059046661874
leaf_weight=0.0019404900486444934 0.0010694618289086568 0.0016702403681436708 0.0010266069780961997 0.0020071033174544886 0.0011234401234521121 0.001096605312580933 0.0011354064042561332 0.0011348952439951257 0.0011308500252578124 0.0012068431845528851 0.0010225964892498496 0.0012115648878086019 0.0010247623892472016 0.0019960778074707862 0.0020052926433438032 0.0011340036154512409 0.001132742379354559 0.0013658094961783709 0.0013651862662982248 0.0010408032667896805 0.0015386023519499137 0.0013939414088781632 0.0010004302653530122 0.0010132007035492663 0.002186314537803824 0.0014290575340840661 0.001242982578609996 0.0010253648661180392 0.0012281131336340234 0.0011854901259229847
leaf_count=491 74 258 143 162 37 39 95 128 35 74 52 210 370 131 92 65 13 43 11 58 61 13 73 67 26 47 59 4 120 70
internal_value=0 2.49234e-05 5.46952e-05 9.40199e-05 3.34207e-05 7.39666e-05 3.03378e-05 -9.50758e-06 2.52103e-05 0.000512585 -4.43558e-05 -0.000108256 -0.000180665 -0.000116348 -6.13299e-05 5.39224e-05 -4.88065e-05 4.92824e-05 0.000156216 8.4557e-06 0.000487229 -0.000570201 -0.000181007 -0.00033576 -0.00052861 0.000675434 0.000596351 0.000594486 0.00102665 -0.0011337
internal_weight=0 0.0391438 0.0380743 0.0364041 0.0329679 0.0319413 0.0308179 0.0296825 0.0285476 0.00356581 0.0249818 0.0227162 0.0205942 0.0193827 0.0183579 0.0149679 0.0129626 0.0118286 0.0104628 0.00909758 0.00257941 0.00339002 0.00651818 0.00538544 0.00437223 0.00343616 0.00226558 0.00212197 0.00243496 0.00218592
internal_count=3121 2630 2556 2298 2089 1946 1909 1814 1686 229 1457 1346 1303 1093 723 579 487 422 379 368 119 144 249 236 169 209 111 43 194 143
is_linear=0
shrinkage=0.00142833


Tree=1460
num_leaves=29
num_cat=0
split_feature=1213 151 150 1456 4 11 14 160 50 13 13 9 457 48 160 0 3 131 12 0 47 133 4 52 49 4 47 14
split_gain=0.000579621 0.000610356 0.000552742 0.00077122 0.000526545 0.000687073 0.000637346 0.000491673 0.000545257 0.000457502 0.000756272 0.00042591 0.00041115 0.000491252 0.000408577 0.00054906 0.000497446 0.000476753 0.000656251 0.00090327 0.000392735 0.000390268 0.0005609 0.00036732 0.000365843 0.000360222 0.000296122 0.000100119
threshold=-1.0000000180025095e-35 -0.27559499999999998 -0.22665999999999997 -1.0000000180025095e-35 0.27044500000000005 0.080455000000000013 -0.46885499999999997 -0.22361499999999998 0.096530000000000019 -0.53104499999999988 -0.47860499999999995 -1.0000000180025095e-35 -0.0029299999999999994 0.093440000000000009 0.099315000000000014 -0.14226499999999997 -0.026224999999999995 0.10033500000000002 0.092355000000000007 -0.10474999999999998 0.11312500000000002 0.084415000000000018 -0.083854999999999985 -0.080979999999999983 -0.047584999999999995 -0.0060199999999999993 0.096475000000000019 -0.40349999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 7 -6 -5 9 -9 -11 -12 -13 14 15 24 17 18 21 -20 25 22 -17 -15 -14 -18 27 -8
right_child=1 2 3 4 6 -7 26 8 -10 10 11 12 13 23 -16 16 20 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=-0.00071410181398112759 -0.00096102925201509897 0.00095894371332575781 -0.00095064348942613757 -0.00068131458696904935 -0.00037912084087588725 -0.0010293228608366251 0.00068576121621637077 -0.00080019857055842268 0.00079934340971698852 0.00106214769356165 0.00080947486122131596 -0.00062550679070703117 0.00093630104448176165 2.5461146504995499e-05 -0.00079949800136225042 0.00098341987397185401 -0.00032491653068743493 0.00088696620664910309 0.00036212847335419192 -0.001196925234132036 0.00017543050419422074 -0.0003766683344789353 -8.6208509508627168e-05 0.00094556971732942671 1.7376733484164811e-05 -0.0012088785334592362 0.00020465057561363397 0.0012242176880227248
leaf_weight=0.0018785100000897606 0.0010263419456828507 0.0010876080881274666 0.001311833468596423 0.0015198356192853693 0.0011408119902738267 0.001055872489666764 0.0010013521493714705 0.00106926851098343 0.0016332203843012474 0.001207599259373633 0.0010642592506844286 0.0017732395237384227 0.0015298166510238076 0.0013656695740280611 0.0011661857672882183 0.0017246594965876112 0.0017321778967485102 0.0010273366404793816 0.001035012100885524 0.0015583575626332002 0.0011160619177275066 0.0012416487920596797 0.0015650372200062268 0.001550609649855427 0.0013783977151149299 0.001391187045914709 0.0011862450275508252 0.0013666778136600657
leaf_count=491 74 20 256 200 43 122 46 11 192 18 42 123 37 51 89 88 77 73 11 268 10 140 209 84 35 69 31 211
internal_value=0 2.26057e-05 5.08054e-05 2.23516e-05 6.05667e-05 -5.12439e-06 0.000462198 3.39873e-05 7.55929e-05 2.73393e-05 6.51098e-05 1.09226e-05 -2.925e-05 2.53005e-05 -6.13756e-05 -5.11378e-06 -0.00012384 6.30808e-05 -5.5718e-05 -0.000574708 -0.000483272 0.000241309 0.000474556 0.00051469 0.000500761 -0.000718645 0.000732235 0.000996524
internal_weight=0 0.0368263 0.0358 0.0347124 0.0334005 0.0287055 0.00469509 0.0276496 0.0261297 0.0244965 0.0234273 0.0222197 0.0211554 0.0193822 0.0164659 0.0152997 0.0123915 0.00815205 0.00712472 0.00259337 0.00423943 0.00453135 0.0032897 0.00291628 0.00290821 0.00312336 0.00355427 0.00236803
internal_count=3121 2630 2556 2536 2280 1949 331 1827 1627 1435 1424 1406 1364 1241 1106 1017 945 789 716 279 156 437 297 135 72 146 288 257
is_linear=0
shrinkage=0.00129368


Tree=1461
num_leaves=30
num_cat=0
split_feature=1213 151 4 14 11 1456 484 403 457 376 376 12 156 130 43 160 1 52 2 160 1 43 47 49 13 48 475 16 13
split_gain=0.000563361 0.000504872 0.000616461 0.000556459 0.000469386 0.000619873 0.000396462 0.000782053 0.000358627 0.000372896 0.000573256 0.000534446 0.000408425 0.000475911 0.000542501 0.000357858 0.000435496 0.000656524 0.000488065 0.000639594 0.000628789 0.000431874 0.000354932 0.000331334 0.000315661 0.000117147 9.6439e-05 9.0969e-05 3.20528e-05
threshold=-0.080769999999999995 -0.24462999999999999 0.27287000000000006 -0.46885499999999997 0.081790000000000015 -1.0000000180025095e-35 0.084040000000000017 -1.0000000180025095e-35 -0.0029299999999999994 0.11430500000000002 0.049360000000000008 -0.042789999999999988 0.084085000000000007 -1.0000000180025095e-35 -0.15582499999999996 -1.0000000180025095e-35 0.10060500000000001 -0.080114999999999978 0.10381000000000001 0.092865000000000017 0.090540000000000023 -0.0037449999999999996 0.096475000000000019 -1.0000000180025095e-35 0.18141000000000002 0.085790000000000019 -1.0000000180025095e-35 -0.16075999999999999 -0.092534999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 -3 7 -7 -9 10 11 -10 13 -13 24 -16 18 -18 19 20 21 -17 27 -8 -15 -19 -25 -5 -23
right_child=1 2 3 22 -6 6 23 8 9 -11 -12 12 -14 14 15 16 17 25 -20 -21 -22 28 -24 26 -26 -27 -28 -29 -30
leaf_value=-0.00091249869711516093 -0.00098415232219284323 -0.00101630474731715 -0.00032994156177033949 0.0013766733418235056 -0.00098467756735557809 -0.0011217424388815431 -0.00013218230683903847 -0.00054608554503270004 -0.00074655306500064696 -0.00073674241306812167 0.0010296879796875458 -0.00065316029529118654 -0.00066393639091926208 0.001351907704725185 -0.00065653218310855906 -3.760987686439543e-05 -9.1045259776073177e-05 0.00077383545085274962 -0.00090689611031652168 -0.00082048833295293494 -0.00057465497500955396 0.0010790111543016124 0.00016317098234611716 0.001167363398585614 0.00041705836169272649 0.0014260056963971029 0.00055144610332129404 0.00080791672044648187 0.00076973432794285874
leaf_weight=0.0013991967651311157 0.001010349580089275 0.00117775698323097 0.0011683759878728939 0.0013204218524078826 0.0010244746679606278 0.0012457338552629973 0.0010521213391019302 0.0019593776640913765 0.0015045538151046102 0.0010544644985657206 0.0013619563280471416 0.0012410399557678522 0.0012030097525736741 0.0012670897054363169 0.0010678551998028482 0.0013645554230963244 0.0016408918785799642 0.0011329755260760521 0.0010293213997338846 0.001134797946501509 0.001146910815769786 0.0015620247513297098 0.0011608329175197829 0.0010120834512044041 0.0017609420594650871 0.0011147941678721907 0.0010637431648579101 0.0010145091110160811 0.0012157041638083538
leaf_count=325 77 250 44 212 123 530 71 171 78 13 69 100 147 21 225 59 32 24 77 69 41 22 31 58 28 29 49 45 101
internal_value=0 1.12588e-05 3.99916e-05 0.000523429 -3.43313e-05 -1.11793e-06 4.13773e-05 -1.85863e-05 3.92466e-05 9.18491e-05 0.000133959 7.10317e-05 0.000139822 0.000197795 0.000266203 0.000133942 0.000208366 0.000595846 6.20349e-06 0.00015251 0.000361267 0.000620404 0.000808648 0.000520787 0.000808249 0.00109728 0.000851741 0.00112955 0.000943653
internal_weight=0 0.0360127 0.0350023 0.00466414 0.0303382 0.0293137 0.0281359 0.025008 0.0237623 0.0218029 0.0207484 0.0193865 0.0178819 0.0166789 0.0154379 0.0124098 0.011342 0.00388866 0.00745331 0.00642399 0.0052892 0.00414228 0.00349576 0.00312795 0.00302803 0.00224777 0.00207583 0.00233493 0.00277773
internal_count=3121 2796 2719 332 2387 2264 2014 1836 1306 1135 1122 1053 975 828 728 679 454 85 369 292 223 182 288 178 49 53 107 257 123
is_linear=0
shrinkage=0.00142833


Tree=1462
num_leaves=18
num_cat=0
split_feature=14 157 0 0 16 150 4 1 52 52 15 15 2 4 3 1 42
split_gain=0.000154153 0.000172188 0.000256777 0.000179194 0.000299125 0.000371262 0.000370571 0.000239851 0.000224915 0.000248148 0.000289431 0.000216342 0.000178227 0.000276526 0.000161098 0.000192084 0.00019207
threshold=0.062655000000000016 -0.073574999999999988 -0.11013499999999998 -0.019414999999999998 -0.056919999999999991 -1.0000000180025095e-35 0.40473500000000007 0.08592000000000001 0.070205000000000017 -0.075329999999999994 -0.053579999999999996 -1.0000000180025095e-35 0.11093500000000002 -0.49013999999999996 0.090900000000000009 0.090540000000000023 0.088380000000000014
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 -3 7 -7 9 10 -6 -5 13 -13 15 -9 -17
right_child=-2 3 -4 11 8 6 -8 14 -10 -11 -12 12 -14 -15 -16 16 -18
leaf_value=0.0027672242914083315 -0.001690575599917998 -0.0023184209670629201 -0.00028188322336553594 0.0022536530997802153 0.00074264591659356841 -0.0013893434390891252 0.0028436987072861845 0.001617711541765265 0.00054631354397540193 -0.0031179273410718899 -0.0024864076035210608 -0.0022710683395080712 0.0015599115272333034 0.00085261864965606102 0.0016229385315230686 -0.0014965341773404942 0.0008584225185802977
leaf_weight=0.0010617262190351084 0.0010048374704101351 0.0010459240653064592 0.0010547901134537177 0.0012316635430326128 0.0011246081790940859 0.0016239909278885061 0.0010770763479110435 0.0010481232836764276 0.0010692246921735482 0.0014774593292952711 0.0010088319247704147 0.0010267943340190877 0.0010729657588761654 0.0011521526986912915 0.0017483785786707173 0.0017046063076796569 0.0010863482030987193
leaf_count=39 104 50 359 103 256 832 164 112 198 276 154 98 50 39 82 98 107
internal_value=0 6.50639e-05 0.00124767 -7.02468e-05 -0.000313912 0.000138875 0.00044896 9.12903e-05 -0.00121699 -0.00173912 -0.000784265 0.00069139 9.96824e-05 -0.000619369 0.000521636 2.00843e-05 -0.000579893
internal_weight=0 0.0206147 0.00211652 0.0184981 0.0140146 0.00933445 0.00828852 0.00721145 0.00468012 0.0036109 0.00213344 0.00448358 0.00325191 0.00217895 0.00558746 0.00383908 0.00279095
internal_count=3121 3017 398 2619 2329 1445 1395 1231 884 686 410 290 187 137 399 317 205
is_linear=0
shrinkage=0.00437696


Tree=1463
num_leaves=30
num_cat=0
split_feature=9 1348 14 3 484 1213 454 1374 123 124 0 0 0 3 43 15 15 4 42 2 15 15 15 2 13 47 2 2 133
split_gain=0.000563456 0.000591086 0.00093245 0.000558896 0.000503882 0.00049536 0.000471383 0.000495019 0.000396628 0.000455835 0.000552091 0.000613616 0.000674036 0.000727269 0.000624416 0.000664518 0.000549804 0.000559296 0.000527729 0.000478547 0.000456316 0.000387027 0.000371192 0.000588686 0.000288658 0.000286294 0.000585773 0.000133393 8.54358e-05
threshold=-1.0000000180025095e-35 0.090205000000000021 0.062655000000000016 0.30112000000000005 -0.0068949999999999992 -0.080769999999999995 -1.0000000180025095e-35 -0.094929999999999987 0.094615000000000019 0.14970500000000003 -0.10607499999999999 -0.084269999999999984 -0.082974999999999979 -0.12018999999999998 -0.17390999999999998 0.050935000000000008 -1.0000000180025095e-35 -0.27825499999999997 0.088380000000000014 0.11093500000000002 -0.14147499999999996 -0.11713499999999999 -0.094549999999999981 0.081685000000000021 0.17001000000000002 0.10421000000000001 0.097845000000000015 0.11144000000000001 0.091580000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 27 -6 -7 -8 9 10 19 18 -13 16 24 25 -14 -18 -12 21 -21 -9 -23 -24 -15 26 -16 -2 -28
right_child=1 -3 -4 -5 5 6 7 8 -10 -11 11 12 13 14 15 -17 17 -19 -20 20 -22 22 23 -25 -26 -27 28 -29 -30
leaf_value=0.00075333994972961256 -0.00092283543375448046 0.00082993982427280585 -0.0010361451916481921 0.00068964890627785317 -0.00077596472176487885 -0.00076383999239164292 -0.00064836910276734681 -0.00012504543742759922 -0.00065394401359361771 0.00082660540243960172 -0.00098515909704132375 0.00091014216548650727 0.00088474199338141237 0.00071126333043392887 -0.0010247198851267554 -0.0011718195676288044 -0.00039655558724284283 0.00065350290874095329 4.8248631347065071e-05 0.00041439135875605466 -0.00053885058014046378 0.0010201783373399199 0.001002707948215968 -4.5501311598437642e-05 -0.00014849040362392233 0.00026543130180074141 -0.00025813083859494877 -0.00032494912458774718 0.00021421420187588356
leaf_weight=0.0012380090247730005 0.0010503634338678283 0.0010187532352805553 0.0013347667303880142 0.0013905981907704748 0.0011812214091239106 0.0010764186401281952 0.0014220814221275182 0.0012061856625180667 0.0010270787369064385 0.0011000984251623427 0.0016839553224623381 0.001102045820929644 0.0015955383778081256 0.001083699353898738 0.0013077719732890588 0.0013571684514632754 0.0017227489757729586 0.001168953800402041 0.0011362246327337733 0.0012451161366948682 0.001544950077963847 0.0019120401235568352 0.0012060708004355443 0.001885707744552434 0.0010611368709376734 0.0011576874739644971 0.0010701845509213381 0.0010001632471809963 0.0010334232133866195
leaf_count=94 406 38 101 113 304 49 47 55 56 18 353 72 59 17 160 433 78 27 107 34 39 33 19 74 50 47 116 64 58
internal_value=0 -5.02314e-05 -7.50954e-05 -3.81582e-05 -6.85165e-05 -3.16386e-05 -2.43489e-06 2.57978e-05 6.05242e-05 8.81313e-05 5.62484e-05 -7.12084e-05 3.15212e-05 -4.55816e-05 -0.000255829 -0.000451896 0.000332585 2.79244e-05 -0.000568809 0.000289642 -0.00011345 0.000470745 0.000614362 0.000363394 0.000285909 -0.000238055 -0.000408918 -0.000631211 -2.60855e-05
internal_weight=0 0.0370822 0.0360634 0.0347286 0.033338 0.0312875 0.0301063 0.0290299 0.0276078 0.0265807 0.0254806 0.0164805 0.0136604 0.0125583 0.00807107 0.00592624 0.00448724 0.0028917 0.00282018 0.00900007 0.00279007 0.00621 0.00500382 0.00309178 0.00214484 0.00456907 0.00341138 0.00205053 0.00210361
internal_count=3121 3027 2989 2888 2775 2305 2001 1952 1905 1849 1831 1577 1117 1045 881 814 164 105 460 254 73 181 126 93 67 381 334 470 174
is_linear=0
shrinkage=0.00117172


Tree=1464
num_leaves=28
num_cat=0
split_feature=31 1213 151 1429 4 1374 158 159 156 15 16 376 13 133 160 15 151 4 42 0 3 3 4 13 4 15 3
split_gain=0.00107626 0.000660981 0.000588551 0.000579392 0.000554468 0.000582568 0.000571329 0.000521172 0.000562975 0.000562492 0.000584949 0.000519632 0.00047543 0.000740537 0.000494306 0.000405745 0.00045771 0.000543604 0.000404275 0.000345078 0.000317355 0.000254371 0.000326029 0.000316003 0.000372454 0.000243012 0.000228423
threshold=-1.0000000180025095e-35 -0.080769999999999995 -0.27559499999999998 -1.0000000180025095e-35 0.27287000000000006 0.087855000000000016 0.08962500000000001 0.088450000000000015 0.085790000000000019 -0.095869999999999983 -0.11227499999999999 0.11430500000000002 -0.47860499999999995 0.099660000000000012 -0.090969999999999981 0.091650000000000023 0.057610000000000008 -0.49013999999999996 0.085465000000000013 -0.019414999999999998 -0.14989499999999997 -0.078934999999999991 -0.083854999999999985 -0.083894999999999983 0.0061450000000000003 -0.11713499999999999 0.11296500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 7 8 9 10 25 12 -11 14 -14 16 17 -16 -17 21 -6 22 -19 -23 -25 -5 -22
right_child=1 2 3 4 20 -7 -8 -9 -10 11 -12 -13 13 -15 15 18 -18 19 -20 -21 26 23 -24 24 -26 -27 -28
leaf_value=0.0014286452188355576 -0.0010400133701380149 -0.0010877503719298976 -0.00097312619355755729 -0.00032295550381880285 -4.0076185898918242e-05 -0.0010874058471166455 -0.00094856873670924981 0.00081436393621615042 -0.00083974837929579754 0.00094764964682719245 -0.00098074935902746829 -0.00079008440447223178 -0.00056844750439691673 -0.00075403751225121946 -0.0002218468426662526 -0.00074791586721830589 -0.00018141290592997485 0.00070271584066156751 0.00043901584484405958 0.0012855659796476419 0.0012070777861569251 0.0013602290242518728 -0.00042751342071145891 -1.7033617213052665e-06 0.00095914992968407556 0.00056299333779394973 0.00037992763871182915
leaf_weight=0.0010188498553315153 0.0013511516188791086 0.0010284969610516717 0.0011859986679093595 0.0014979136125328196 0.0013047944540387491 0.001015947294511931 0.0012086283622771967 0.0017274894325940418 0.0015184321631892808 0.0016482908262105333 0.0019790607747849276 0.0011117603431785019 0.0013990871270201368 0.001687616564876592 0.0015408404702270577 0.0013127615765351494 0.0020723423886592771 0.0010515205200272064 0.0010566637811120216 0.00165470921872849 0.0014411652279050493 0.0012414238965732238 0.0010314271268181407 0.0015297697245237885 0.0017814584851700843 0.0010921720929073508 0.0012915189138933414
leaf_count=86 325 73 152 42 50 54 173 152 177 19 159 8 192 340 47 90 29 116 73 33 145 25 297 83 51 34 96
internal_value=0 -5.90395e-05 -2.26375e-05 8.32294e-06 4.23611e-05 -2.41841e-05 1.28802e-05 5.44783e-05 4.38936e-06 5.63062e-05 -0.000396099 0.000159047 0.000214561 0.000144954 0.000241761 0.000321181 0.000428625 0.000557217 -0.000218594 0.000702014 0.000539443 0.000556494 0.000143053 0.000745653 0.000515241 5.06262e-05 0.000816151
internal_weight=0 0.0377624 0.0364113 0.0353828 0.0341968 0.0301593 0.0291434 0.0279347 0.0262073 0.0246888 0.00456915 0.0201197 0.0190079 0.0173596 0.015672 0.0142729 0.0119035 0.00983115 0.00236943 0.00829031 0.00403748 0.0066356 0.00208295 0.00455265 0.00331123 0.00259009 0.00273268
internal_count=3121 3035 2710 2637 2485 2194 2140 1967 1815 1638 235 1403 1395 1376 1036 844 681 652 163 605 291 572 413 159 134 76 241
is_linear=0
shrinkage=0.00142833


Tree=1465
num_leaves=29
num_cat=0
split_feature=1213 1456 9 484 403 453 475 4 38 13 43 52 11 124 47 1 0 2 3 151 3 51 1 0 3 3 43 12
split_gain=0.000655609 0.000618714 0.000529756 0.000396764 0.000622309 0.000671779 0.000525871 0.000459457 0.000451498 0.000506131 0.000549533 0.00062607 0.000431853 0.000345865 0.000357281 0.000414873 0.000653527 0.000491219 0.000479933 0.000363972 0.000859117 0.000309835 0.000307395 0.000825039 0.000106752 9.57265e-05 7.59076e-05 6.40515e-05
threshold=-0.080769999999999995 -1.0000000180025095e-35 -1.0000000180025095e-35 0.085515000000000022 -0.082179999999999989 1.0000000180025095e-35 -0.074304999999999982 0.27044500000000005 1.0000000180025095e-35 -0.076384999999999995 0.16180500000000003 0.11434500000000002 0.090920000000000015 -0.043384999999999993 0.11518500000000002 0.090965000000000004 -0.10836499999999999 0.087015000000000023 0.090900000000000009 -0.0038099999999999996 -0.116045 -0.076794999999999988 0.08844500000000001 -0.084044999999999995 -0.059315 0.10893000000000001 -0.084004999999999982 0.083310000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 -6 8 9 10 11 22 25 -11 15 17 18 -15 -17 -19 -21 -5 23 -8 -16 -9 -25 -24
right_child=1 2 3 21 5 -7 7 12 -10 13 -12 -13 -14 14 24 16 -18 19 -20 20 -22 -23 27 26 -26 -27 -28 -29
leaf_value=-0.0009952841954131385 -0.00086310841700689941 0.00096028410682215371 -0.0011052276604975595 6.9907564939337166e-05 -0.00087676044412415268 -0.00096619840033146246 -0.00056468734803808796 0.0011723474298595161 -0.00088944777561126502 0.00070958098804211743 -0.00055076205870315236 -0.00033758830516254762 -0.00011290678157535253 0.00059811563671748307 0.00061652700714169442 -0.00080546402577118357 -0.0012016175496388189 0.00035399296521324366 0.00029906889533949573 0.00020912529951674897 -0.0014004026603764172 0.0008883494528196664 0.0014004151489176433 0.0012082367583229003 5.9587991062953482e-05 0.00060774345452642366 0.00068659640405129496 0.00090895122819464327
leaf_weight=0.0012728646572134341 0.0014696906030887682 0.0012479462472180227 0.0010040370971227111 0.0018614967772947466 0.0011233934491102762 0.0013045903058894739 0.0010479412748722883 0.0012914777335604191 0.0010038088578312445 0.0010004945634829463 0.001117403295583852 0.0013600847538799421 0.0012102713133259613 0.0018308210644821833 0.0012189930081376588 0.0013235290424860047 0.0018915221726829579 0.0011976602347756335 0.0018491232346207198 0.0013283101946956963 0.0012739957921711958 0.0017688793557302232 0.0010075231685462427 0.0010894870955553415 0.0015118605521848858 0.0010823157300525743 0.001098597315088763 0.0010746220847810406
leaf_count=325 258 94 410 109 223 64 133 116 22 51 42 120 28 131 22 33 156 31 24 27 302 133 59 19 21 77 45 46
internal_value=0 2.70289e-05 6.42789e-05 3.12676e-05 -2.12425e-05 1.59819e-05 6.18535e-05 0.000101184 2.91716e-05 7.06674e-05 0.000358154 0.000510234 0.000567842 -8.46842e-05 -0.000143873 -0.000259304 -0.000550124 2.25229e-06 -0.000161707 -0.000284834 -0.000578842 0.000468689 0.000727059 0.000457009 0.000308193 0.00091492 0.000946331 0.00114676
internal_weight=0 0.0365899 0.0351202 0.0338722 0.0302419 0.0292378 0.0279332 0.0268098 0.0232258 0.022222 0.00779566 0.00667826 0.00358406 0.0144263 0.0134258 0.010695 0.00506417 0.00563079 0.00317265 0.00379997 0.00260231 0.00363038 0.00531817 0.00323603 0.00273085 0.00237379 0.00218808 0.00208215
internal_count=3121 2796 2538 2444 2202 1792 1728 1505 1284 1262 464 422 221 798 747 704 213 491 57 360 329 242 302 197 43 193 64 105
is_linear=0
shrinkage=0.00140032


Tree=1466
num_leaves=18
num_cat=0
split_feature=1213 402 52 43 52 12 4 0 0 13 42 15 48 16 156 15 16
split_gain=0.000278815 0.000137458 0.000166983 0.000211521 0.000229692 0.000419874 0.00029941 0.000296437 0.000357703 0.00034367 0.00021637 0.000401869 0.000367233 0.000212777 0.000195542 0.000175884 0.000129865
threshold=-1.0000000180025095e-35 0.073745000000000019 0.19022000000000003 0.16180500000000003 0.070205000000000017 0.084100000000000022 -0.35136499999999998 -0.077809999999999976 -0.098289999999999975 0.17001000000000002 0.086375000000000021 1.0000000180025095e-35 0.086260000000000017 1.0000000180025095e-35 0.082410000000000011 -0.098289999999999975 -0.094359999999999986
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 6 -6 -2 8 10 13 11 12 14 -9 15 -8 -14
right_child=1 -3 -4 -5 5 -7 7 9 -10 -11 -12 -13 16 -15 -16 -17 -18
leaf_value=-0.002273076406047994 -0.0022779541024032443 0.0015444246403645144 -0.0012891669592859337 -0.001733052009506584 0.0025695734720808331 -0.00058779764426230955 0.00085568060735243911 0.0035989021969200586 -0.002557936842990769 -0.00081833885267300159 0.0019216581195397871 -0.0027402367675146582 -0.0019684883301039199 0.0009569926172085418 -0.00041831298309787801 0.0032386318844997929 4.8389485629761224e-05
leaf_weight=0.0010018324636899825 0.0010245381778557468 0.0011759213935873735 0.0017439147884471531 0.0010970883069991713 0.0019735545377212995 0.0013649501967771815 0.0014465980326122674 0.0011186758661424013 0.0011069682702348474 0.0010261067755799047 0.0010769246584274583 0.0010095742322786538 0.0013418322100875457 0.0012219959315787343 0.0010577072523059172 0.0010060853152458176 0.0011238935075468248
leaf_count=491 165 254 325 161 101 229 60 198 537 37 49 62 51 224 46 64 67
internal_value=0 9.06256e-05 4.02388e-06 0.000129338 0.000250242 0.00127868 -2.94504e-06 0.000182981 -0.000224855 0.00129374 9.54684e-05 -0.00018606 0.00024543 0.00221964 0.00115478 0.00183316 -0.00104918
internal_weight=0 0.0209163 0.0197404 0.0179965 0.0168994 0.0033385 0.0135609 0.0125364 0.00916958 0.00336678 0.00806262 0.00698569 0.00597612 0.00234067 0.00351039 0.00245268 0.00246573
internal_count=3121 2630 2376 2051 1890 330 1560 1395 936 459 399 350 288 422 170 124 118
is_linear=0
shrinkage=0.00437696


Tree=1467
num_leaves=31
num_cat=0
split_feature=31 151 150 1456 4 11 14 4 1429 48 2 12 40 50 0 49 1 457 2 2 42 47 0 43 47 13 3 43 16 15
split_gain=0.00111579 0.000527211 0.000748426 0.000773699 0.000682486 0.000618042 0.000592279 0.000553945 0.000463207 0.000520946 0.000539088 0.000779104 0.000649974 0.000710908 0.000588657 0.000501693 0.000664686 0.000674887 0.000648879 0.000880084 0.000457276 0.000293869 0.00041375 0.000732076 0.000252074 0.00024153 0.000238683 0.000236291 9.74362e-05 2.47644e-05
threshold=-1.0000000180025095e-35 -0.27559499999999998 -0.22665999999999997 -1.0000000180025095e-35 0.27287000000000006 0.080455000000000013 -0.46885499999999997 -0.083854999999999985 0.084545000000000009 -0.075224999999999986 0.088930000000000023 0.10345000000000001 0.0064400000000000004 0.096640000000000018 -0.11013499999999998 -0.047584999999999995 0.090740000000000015 0.083995000000000014 0.11215000000000001 0.10005000000000001 0.093655000000000002 0.085270000000000026 -0.053834999999999994 0.08845500000000002 0.096475000000000019 -0.008624999999999999 0.083060000000000009 -0.032879999999999993 -0.16075999999999999 -0.068899999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 7 -6 20 9 -9 11 12 13 14 26 16 17 -12 19 -17 21 22 25 27 28 -5 -11 -24 -8 -20
right_child=1 2 3 4 6 -7 24 8 -10 10 15 -13 -14 -15 -16 18 -18 -19 29 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0015162216048632024 -0.0011151950575668461 0.0011744599689527345 -0.0011587746555513157 0.0013339189623294478 -0.00039855661781405577 -0.0012051423200182783 0.0014237667722070354 -0.0012831350033995321 0.00073650005679246468 -5.7728139637186566e-06 -0.00099566258755003252 0.00047310930126484005 0.00044813986114790246 0.00031673198910250086 -0.0015038631690269606 -0.00047668745348460674 0.0011620982612668652 0.00068911515647632692 -0.00074120822452546141 0.0012570304729015334 -0.00058135731663863091 0.0010244918380485834 -2.1490774571917127e-05 0.0007483079251720448 0.00025700711311702097 0.00033822976005881835 -0.00098569564127988117 -0.0008906619707446387 0.00079056254543312008 -0.0010756723966065392
leaf_weight=0.0010615214455652602 0.0010559903404949713 0.0011505014069115296 0.0014332888091684861 0.0010000473553173359 0.0011795947335393464 0.001127441822880825 0.0012464005837486969 0.0010809589378713005 0.0011327285609256102 0.001160408533703354 0.0010137195863855197 0.0016796384799857567 0.0010275647144695199 0.0010081024882311329 0.0030736186386148417 0.0016914130964265084 0.0017602696377680971 0.0011846137060729234 0.0010007825454794173 0.0011169168636384619 0.0013485214466733017 0.001325667259084895 0.0013492340535492531 0.0017951133816893616 0.0011065286131392016 0.0012712538081438574 0.0011244583162692834 0.0015374743510729793 0.0010113708392678325 0.0010341996016358657
leaf_count=86 73 20 286 137 37 129 180 59 109 31 41 50 8 140 589 313 88 23 83 117 40 38 19 15 29 163 21 67 43 87
internal_value=0 -5.87828e-05 -2.94041e-05 -6.70195e-05 -2.28012e-05 -0.000103594 0.000525625 -6.18018e-05 -0.000205063 -0.000261325 -0.000199535 -0.000458786 -0.000670473 -0.000851017 -0.00107071 6.77232e-05 0.000467998 -8.77881e-05 -0.000259435 0.000212839 0.000237143 0.000370468 0.000245773 -1.17622e-05 0.000849663 0.000776629 -0.000488025 -0.000484415 0.00114012 -0.000911186
internal_weight=0 0.0390278 0.0379718 0.0368213 0.035388 0.0308441 0.00454389 0.0297167 0.0200894 0.0189567 0.0178757 0.00907379 0.00739415 0.00636659 0.00535849 0.00880192 0.0039586 0.00219833 0.00484331 0.00280833 0.00962731 0.00827879 0.00695312 0.00468182 0.0033643 0.0022713 0.00228487 0.00288671 0.00225777 0.00203498
internal_count=3121 3035 2962 2942 2656 2367 289 2238 1759 1650 1591 839 789 781 641 752 152 64 600 430 479 439 401 101 252 300 52 86 223 170
is_linear=0
shrinkage=0.00151575


Tree=1468
num_leaves=17
num_cat=0
split_feature=147 484 42 43 52 52 15 0 1 1 3 52 151 4 4 2
split_gain=0.000125665 0.000183241 0.000144034 0.000209102 0.000262499 0.000259644 0.000222637 0.000514452 0.000176569 0.000164024 0.000309321 0.000201499 0.000157058 0.00024325 0.000229052 0.000207014
threshold=0.089025000000000007 -0.0068949999999999992 0.092620000000000022 0.12450000000000001 -0.24456499999999998 -0.096999999999999989 1.0000000180025095e-35 -0.084269999999999984 0.11634000000000001 1.0000000180025095e-35 -0.097604999999999983 0.091820000000000013 -0.044604999999999992 0.2623950000000001 -0.0024449999999999997 0.089885000000000007
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 9 -8 -4 11 -11 -7 -12 14 -14 -16
right_child=-2 2 8 -5 5 6 7 -9 -10 10 12 -13 13 -15 15 -17
leaf_value=-0.0017193613968486715 0.0013164646152408687 -0.0019342713957486305 -0.0019206286313374859 0.0016794180938701415 0.0022054306110155151 -0.0021615038974301319 -0.0034876712468624371 0.00032167931131747848 0.00034968699882069595 0.0024597573526524913 -0.0011243544499495311 0.00060206700549432686 0.0017047897207893882 0.0024742659406180641 -0.0016746889611826837 0.00075292535974454697
leaf_weight=0.0012550379943789261 0.0012765591495968445 0.0012335067890599906 0.001513214069378376 0.0015689815505783846 0.0011077055192778547 0.0010210668296234474 0.0010657499244666191 0.0018724999006058127 0.0011588780469923565 0.0014101743186003537 0.0013616047455284894 0.0010009251251212881 0.0011442627716329304 0.0010063349992270043 0.0015585136254685503 0.0011843511835385456
leaf_count=492 124 238 395 162 126 211 274 395 111 75 117 97 89 96 84 35
internal_value=0 -9.90021e-05 6.87237e-06 0.000159236 -1.26646e-07 0.000173597 -4.66725e-06 -0.00106003 -0.000936 0.000315437 0.000607956 -0.000793483 0.000190477 0.000556328 5.97948e-05 -0.000626461
internal_weight=0 0.0204628 0.0192078 0.0165357 0.0149667 0.0137332 0.0126255 0.00293825 0.00267209 0.00968723 0.00766524 0.00202199 0.00625507 0.00489346 0.00388713 0.00274286
internal_count=3121 2997 2505 1999 1837 1599 1473 669 506 804 496 308 421 304 208 119
is_linear=0
shrinkage=0.00437696


Tree=1469
num_leaves=27
num_cat=0
split_feature=160 1213 9 14 1374 3 484 50 48 0 457 51 484 130 43 4 1 1 42 3 16 52 16 151 1 0
split_gain=0.000642746 0.000640081 0.000481688 0.000454424 0.000489373 0.000359884 0.000368346 0.000426152 0.000618436 0.000722528 0.000572498 0.000524762 0.000447936 0.000593417 0.000513399 0.000657404 0.00102576 0.000511161 0.000463243 0.000399025 0.000317657 0.000286192 0.00021659 0.000143674 3.77333e-05 9.55791e-07
threshold=-0.40698999999999991 -1.0000000180025095e-35 -1.0000000180025095e-35 0.062655000000000016 -0.094929999999999987 0.30112000000000005 -0.0068949999999999992 0.10030500000000002 0.11951500000000001 -0.14116499999999996 -0.0029299999999999994 -0.065634999999999985 0.084750000000000006 -0.0015749999999999998 -0.15323999999999996 0.071150000000000005 0.083135000000000014 0.10781 -0.11466499999999999 -0.10831999999999999 0.15273500000000004 -0.0041199999999999995 0.15891500000000003 -0.080384999999999984 0.094385000000000011 0.10455500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 21 8 9 10 -8 -12 13 -11 18 16 19 -17 -15 -16 -21 -6 -20 -13 -25 -22
right_child=1 2 3 -5 5 -7 7 -9 -10 12 11 23 -14 14 15 17 -18 -19 22 20 25 -23 -24 24 -26 -27
leaf_value=-0.0010508182665705853 -0.00089150728139745204 0.0010257499038213984 -0.00075491261742111266 -0.00078117064575007199 -0.0011021429629683188 0.00089800568477367863 -0.00032838313366835423 0.00096462841623105205 -0.00089953021843816854 -0.0010870348251948859 -0.00012318755703736404 0.00072481212167421901 0.00073615826311961984 -0.00027109562052391459 0.00065401224007783601 -0.00021193709869413627 -0.0014162488653345305 0.00093141907504979413 0.00040975198552578612 0.00018942256000637392 -0.00071407445380942936 4.1341007423826341e-05 0.0012638015267385494 0.001154745062246734 0.0015462099632133695 -0.0007808653849848869
leaf_weight=0.0013580189449796656 0.0017064982358907512 0.0012372491115448794 0.0015825007039573782 0.001524692388282122 0.0010537716533417507 0.0013813103964293019 0.0012026085289846833 0.0014156234670634751 0.0014165838628059637 0.0012964537409032298 0.0010023367096891889 0.0012927781485192469 0.0017661569212497055 0.0013976760426928081 0.0012818240577416777 0.0019341281436551228 0.0019404518147485561 0.0018086874516247686 0.0014929561583265612 0.0014944733809114851 0.0010099727243136902 0.0010390577612779941 0.0013530604900324761 0.0010925441328737328 0.0012759160055582086 0.0010389726792041643
leaf_count=240 466 94 52 75 287 116 28 83 56 166 20 54 180 32 18 94 292 75 45 307 85 167 12 18 50 9
internal_value=0 3.26765e-05 7.86141e-05 4.32051e-05 8.3019e-05 0.000127239 9.00203e-05 0.000139311 9.27589e-05 0.000152117 0.000622734 0.000868001 -2.85098e-06 -8.41791e-05 3.95396e-06 -0.000179332 -0.00046695 0.000340581 0.000457818 -8.51932e-05 -0.000352599 -0.000534421 0.000815786 0.00113936 0.00136563 -0.000747943
internal_weight=0 0.0360383 0.0343318 0.0330945 0.0315698 0.0299873 0.028606 0.0265132 0.0250976 0.023681 0.00586618 0.00466357 0.0178148 0.0160487 0.0147522 0.0105085 0.00676569 0.00374282 0.00424369 0.00482524 0.00354342 0.00209283 0.00284602 0.00366124 0.00236846 0.00204895
internal_count=3121 2881 2415 2321 2246 2194 2078 1624 1541 1485 170 142 1315 1135 969 880 711 169 89 419 401 454 57 122 68 94
is_linear=0
shrinkage=0.00154607


Tree=1470
num_leaves=18
num_cat=0
split_feature=3 40 42 39 48 50 4 47 1 15 15 150 48 3 3 4 47
split_gain=0.000111141 0.00017958 0.000418413 0.000197728 0.000290915 0.000297635 0.000212921 0.000353959 0.000291738 0.000439407 0.000335399 0.00027632 0.000211136 0.00015388 0.000260698 0.000197002 1.68316e-05
threshold=0.20828500000000003 0.05433000000000001 -0.11051499999999999 0.085220000000000004 0.12649500000000002 0.088425000000000017 0.0061450000000000003 0.092710000000000015 0.111945 1.0000000180025095e-35 -0.095869999999999983 0.084555000000000019 0.083685000000000009 0.10732000000000001 -0.083924999999999986 -0.27825499999999997 0.11043500000000002
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 8 9 10 -8 12 13 14 15 -4 -9
right_child=-2 -3 3 -5 -6 -7 7 16 -10 -11 -12 -13 -14 -15 -16 -17 -18
leaf_value=-0.0028271385672173125 0.0012254274214077224 0.0016389316206776863 -0.0014201563368531685 0.0016644216104086658 -0.0020736502990383165 -0.0017247855842014007 0.00011247930496673489 -0.0011014290972798625 0.003373151076785983 -0.0013902451688333818 0.0031899424136282717 -0.0022394889520868551 0.0013682925400181245 0.0010947222632535895 -0.002306178494476948 0.00089889219953580963 -0.00033378658282766729
leaf_weight=0.001000687093824947 0.0012083617370013391 0.0010131936302366631 0.0010661733052572675 0.0011384064349833625 0.0012824047249597728 0.0015791802907460786 0.0011467326141105794 0.0010172807320041333 0.0010225208691085896 0.0011002932135610877 0.0013823795656252441 0.0010900454487349776 0.0016165077270295924 0.0010017422301729084 0.0012900946198223847 0.0016542787350657621 0.0010049447940083667
leaf_count=173 144 56 90 243 61 467 95 51 76 61 170 148 158 24 600 457 47
internal_value=0 -8.76897e-05 -0.000177894 -3.37599e-05 -0.000145801 8.98595e-06 0.000199213 0.000749494 0.00138827 0.000829066 0.00179458 -0.000276591 4.61897e-05 -0.0003802 -0.000748602 -9.96692e-06 -0.000719949
internal_weight=0 0.0204069 0.0193937 0.018393 0.0172546 0.0159722 0.014393 0.00667415 0.00465193 0.00362941 0.00252911 0.00771884 0.0066288 0.00501229 0.00401055 0.00272045 0.00202223
internal_count=3121 2977 2921 2748 2505 2444 1977 500 402 326 265 1477 1329 1171 1147 547 98
is_linear=0
shrinkage=0.004207


Tree=1471
num_leaves=29
num_cat=0
split_feature=1213 160 14 1429 484 3 39 42 130 13 403 48 51 4 4 1 47 13 49 4 15 1 14 15 484 1 0 0
split_gain=0.00062357 0.000481416 0.000457002 0.000463043 0.000620479 0.00044013 0.000434275 0.000462996 0.000447405 0.000694331 0.000468867 0.000471394 0.000579342 0.000550553 0.00068906 0.000784429 0.000549673 0.000486773 0.00028178 0.000356 0.000397081 0.000369256 0.000280089 0.000278041 0.000227625 0.000180111 0.000162034 0.000127083
threshold=-1.0000000180025095e-35 -0.40698999999999991 0.076975000000000002 -1.0000000180025095e-35 0.085515000000000022 0.30112000000000005 0.15438500000000002 -0.11466499999999999 -0.0015749999999999998 0.24813000000000004 -1.0000000180025095e-35 0.12879500000000002 0.13302000000000003 -0.27825499999999997 -0.077679999999999985 0.099660000000000012 0.096475000000000019 -1.0000000180025095e-35 -0.088694999999999982 0.0052350000000000009 -0.095869999999999983 0.086560000000000012 -0.10708499999999999 0.083935000000000023 0.091880000000000003 0.11846000000000002 -0.10836499999999999 -0.17169499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 -5 -9 10 -10 13 -13 17 23 18 22 -12 -16 21 -21 -20 -17 -15 -6 -18 -22 -24
right_child=1 2 -4 4 24 -7 -8 8 9 -11 11 12 -14 14 15 16 25 -19 19 20 26 -23 27 -25 -26 -27 -28 -29
leaf_value=-0.00078892967218329509 -0.00076716814728526182 -0.00081347098714086477 -0.00068236336994945157 -0.00072595949748018604 0.0010862680823219627 0.00077202746992135617 0.00083746941978482851 -0.00065748710791025755 -0.00086199135394792478 0.0010529171093369163 5.9386986979521173e-05 -0.0012768873959681361 0.00016610478276996891 0.00030262177891129168 -0.00076839285799718275 0.00020337524242475824 -0.00037420066127643025 -0.00097634159559005973 5.5204852250519324e-05 -0.00031872395593924598 0.00098299726411843653 -0.00089447489729683007 0.0013460696331508842 0.0011878994896610765 0.00030282324797723404 0.00037648210083122513 0.0002224228465213205 0.00075821278678826114
leaf_weight=0.0018094978078270199 0.0013537995155508123 0.0010130487722773687 0.001476046918400086 0.001567631946532754 0.001467827547081412 0.0014742745405569293 0.0011251417291830981 0.0016201814804796258 0.0010421352787881024 0.0012428942919582289 0.0019830372914118044 0.0010121720164022454 0.0010039993896100441 0.001046902903263802 0.0012483582753688429 0.0011059299942126621 0.0013429955946122618 0.0014040552159766293 0.0015084680553206992 0.0014339350472587498 0.0010250434394052377 0.0014591371021142052 0.0011523465209215544 0.0016645726444535214 0.0012388438890860165 0.0010178124341231332 0.001004871837706256 0.0015790654672335203
leaf_count=491 215 140 74 106 90 105 21 173 340 15 47 31 24 27 54 46 48 79 279 56 24 119 39 44 153 28 104 149
internal_value=0 2.04731e-05 5.07138e-05 8.27418e-05 0.000110446 5.48774e-05 1.78977e-05 -1.56765e-05 2.73177e-05 7.30184e-05 2.01459e-05 6.19464e-05 -0.000558316 0.000124548 0.000225511 0.000104262 0.000460454 -0.000369955 -0.000183211 -6.96257e-05 0.000223477 -0.000411742 0.00077484 0.000846093 0.000727685 -5.05597e-05 0.000606489 0.00100622
internal_weight=0 0.0366145 0.0352607 0.0337847 0.0327716 0.030065 0.0285907 0.0274655 0.0258979 0.0242777 0.0230348 0.0219927 0.00201617 0.0199765 0.0165894 0.013878 0.00619815 0.00338709 0.00767981 0.00643146 0.00346385 0.00296761 0.00383734 0.00271148 0.00270667 0.00236081 0.00202992 0.00273141
internal_count=3121 2630 2415 2341 2201 1958 1853 1832 1726 1553 1538 1198 55 1143 1017 946 310 126 636 582 184 398 234 71 243 76 128 188
is_linear=0
shrinkage=0.00134594


Tree=1472
num_leaves=17
num_cat=0
split_feature=1374 457 484 1 131 132 42 47 4 1 12 52 0 15 49 3
split_gain=0.000113854 0.000215851 0.000184556 0.000171957 0.000181389 0.000213582 0.000297941 0.000187452 0.000204417 0.000264922 0.000241313 0.000228759 0.000211827 0.000254446 0.000180889 0.000150508
threshold=-0.094929999999999987 0.088350000000000026 -0.0068949999999999992 0.13146500000000003 0.092225000000000015 0.081240000000000021 -0.0060199999999999993 0.092530000000000015 -0.033174999999999989 0.088485000000000022 0.088305000000000008 0.091820000000000013 -0.10096999999999999 -0.10203999999999998 -0.063424999999999981 0.11296500000000002
decision_type=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 9 10 -8 -12 13 -10 -15 -5
right_child=1 -3 3 15 -6 -7 7 -9 12 -11 11 -13 -14 14 -16 -17
leaf_value=-0.0014843382846253259 -0.0019259048349004539 0.0018704476276666414 -0.0020133736531676794 0.0023907940584846966 -0.0019455271337967871 0.0020530756983714519 -0.0010283597938952748 -0.0012925377429977415 -4.0738596835216347e-06 -0.0023067753447475253 0.0027203674519164114 -0.00024593334117430505 -0.00084150507796024589 0.00091296151642831049 0.0034425979876929235 -2.5242661662330232e-05
leaf_weight=0.0010802872670154775 0.0010826206931551499 0.0013323304763406809 0.00161480314628104 0.0011832643207041185 0.0010954665601421434 0.0010302532252504113 0.0017703926445572487 0.0017502399421278616 0.0015217709777286537 0.0011135005664619779 0.0011433888811596127 0.0011010599984834779 0.00105539563138724 0.0010363657472227672 0.0014819924955773445 0.0010498530514484461
leaf_count=55 481 119 542 109 256 122 238 121 70 243 93 129 331 56 58 98
internal_value=0 6.30636e-05 -6.34727e-05 4.88705e-05 -0.000122518 1.40866e-05 -0.000140501 0.000112071 0.000352528 -0.000302153 0.000253821 0.00126519 0.00101143 0.00149546 0.00240159 0.00125495
internal_weight=0 0.0203627 0.0190304 0.0179477 0.0157146 0.0146192 0.0135889 0.0119741 0.0102239 0.00512834 0.00401484 0.00224445 0.00509552 0.00404013 0.00251836 0.00223312
internal_count=3121 3066 2947 2466 2259 2003 1881 1339 1218 703 460 222 515 184 114 207
is_linear=0
shrinkage=0.00464487


Tree=1473
num_leaves=16
num_cat=0
split_feature=0 1 2 14 15 16 151 2 3 15 13 1 1 52 43
split_gain=0.000116467 0.000199666 0.000196394 0.000198074 0.00030533 0.000208686 0.000193412 0.000191986 0.000239115 0.000272783 0.000154916 0.000135246 0.000288488 0.000163604 0.000352573
threshold=0.18019500000000002 0.077565000000000009 0.13754500000000003 -1.0000000180025095e-35 -0.15026499999999995 -0.29154999999999992 -0.085134999999999975 0.10327000000000001 0.0051600000000000005 0.035560000000000008 -0.094514999999999988 0.086560000000000012 0.094385000000000011 -0.080979999999999983 -0.0084099999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 -3 -5 -6 -7 8 9 -1 -8 -12 -13 -14 -15
right_child=-2 2 -4 4 5 6 10 -9 -10 -11 11 12 13 14 -16
leaf_value=-0.0027307493284025662 0.0014177038695278785 -0.0016150560272911053 0.0020237396411656463 0.0026708154922336067 -0.0017134459259720055 0.0022481916444434908 0.0014632081913129845 -0.0026834855501754492 0.0015402253139262473 0.00030736747563021871 0.0012552978335613255 -0.0022803826354395244 -0.00095156832926457065 -0.00067833237860083983 0.0030600298764530826
leaf_weight=0.001343101924453075 0.0012494416969223146 0.0015540985988644071 0.0012319509780371338 0.0010791992068274478 0.0014762674526576118 0.0010013903017527274 0.0014182090931551582 0.0011406865845602354 0.0010492840622902122 0.0014197007158560926 0.0011228244557708244 0.0016689904234638009 0.0019693393879693976 0.0013719866397847768 0.0010325650521720766
leaf_count=610 36 108 158 142 103 103 90 284 34 684 102 306 174 127 60
internal_value=0 -0.000103378 0.000175595 9.3416e-06 0.000217275 -2.20994e-05 0.000238391 -0.000944155 -0.000423697 -0.00116957 3.92984e-06 -0.000284885 -0.000571065 8.11762e-05 0.000926999
internal_weight=0 0.0198796 0.0149268 0.0136949 0.0121408 0.0110616 0.00958531 0.00495277 0.00381209 0.0027628 0.00858392 0.00716571 0.00604288 0.00437389 0.00240455
internal_count=3121 3085 1473 1315 1207 1065 962 1612 1328 1294 859 769 667 361 187
is_linear=0
shrinkage=0.00483252


Tree=1474
num_leaves=26
num_cat=0
split_feature=9 1213 1456 484 453 403 11 4 156 130 1374 43 42 48 0 47 47 2 2 12 49 15 51 4 1
split_gain=0.000621614 0.000555262 0.000461435 0.000412587 0.000557 0.000579119 0.000500115 0.0007426 0.000454189 0.000419204 0.000441646 0.00038136 0.000802778 0.00042309 0.000409795 0.000539697 0.000443791 0.000716106 0.000563139 0.0004339 0.00032532 0.000602015 0.000310673 0.000100453 9.29006e-05
threshold=-1.0000000180025095e-35 -0.080769999999999995 -1.0000000180025095e-35 0.085515000000000022 1.0000000180025095e-35 -1.0000000180025095e-35 0.088215000000000002 0.27044500000000005 0.084085000000000007 -1.0000000180025095e-35 -0.094929999999999987 -0.17390999999999998 -0.11466499999999999 0.10445500000000001 -0.082974999999999979 0.087235000000000021 0.096770000000000009 0.097220000000000015 0.10613000000000002 0.090995000000000006 -1.0000000180025095e-35 -0.092334999999999987 -0.076794999999999988 0.42051500000000003 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
left_child=-1 -2 -3 4 5 -4 7 8 9 -7 -11 12 -12 14 15 19 17 -16 -19 20 21 -13 -5 -9 -22
right_child=1 2 3 22 -6 6 -8 23 -10 10 11 13 -14 -15 16 -17 -18 18 -20 -21 24 -23 -24 -25 -26
leaf_value=0.00092475197371007093 -0.00094561751288946326 -0.00076453155495023305 -0.00084030616318149455 6.104586021625967e-05 -0.00089280530572885368 -0.00067093186818781574 -0.00065330134506731241 0.0011487343076855257 -0.00077964221189377053 -0.00053821509362128356 -0.00031870926432566468 0.00091653267253633626 0.00098140412363555119 0.00068107101411723147 -0.0012724419586424456 -0.00064164566516235276 0.00050417413444361751 0.00070463558959043442 -0.00053035779881625378 -0.00038347228786435891 0.00063488722650067693 -0.00051589239880572607 0.00086248219539377703 0.00056697640110468068 0.001171675602597622
leaf_weight=0.0012434822923630398 0.0011942204322212815 0.0014119795231387613 0.0013797390450249183 0.0017717209378602661 0.0012994863124669012 0.001275105242264373 0.0016887621539822808 0.0010800541706457159 0.0011862090767445202 0.0016603267330310692 0.0012753723425857899 0.0010465551906975179 0.0026440828125657801 0.0018557993939323234 0.0013877827744777213 0.0011124078385303937 0.0010388492182862308 0.0010269505565527748 0.0019182441379297366 0.0010716750104473594 0.0011143949721947781 0.0010800375957452646 0.0017336216324945744 0.001070746895379393 0.00122733580566603
leaf_count=94 325 258 558 109 64 104 106 87 193 26 38 23 32 83 229 57 33 62 108 62 110 101 133 100 26
internal_value=0 -4.38491e-05 -1.15649e-05 2.17162e-05 -3.19848e-05 9.23137e-06 5.47325e-05 0.000104404 3.03558e-05 7.66944e-05 0.000125683 0.000187611 0.000558353 8.29201e-05 -9.39751e-06 0.000213884 -0.000285907 -0.000475332 -9.97319e-05 0.000385671 0.000570141 0.000189044 0.000457409 0.000859114 0.000916226
internal_weight=0 0.0345515 0.0333572 0.0319453 0.0284399 0.0271404 0.0257607 0.0240719 0.0219211 0.0207349 0.0194598 0.0177995 0.00391946 0.01388 0.0120242 0.00665241 0.00537183 0.00433298 0.00294519 0.00554 0.00446832 0.00212659 0.00350534 0.0021508 0.00234173
internal_count=3121 3027 2702 2444 2202 2138 1580 1474 1287 1094 990 964 70 894 811 379 432 399 170 322 260 124 242 187 136
is_linear=0
shrinkage=0.00134594


Tree=1475
num_leaves=16
num_cat=0
split_feature=41 3 48 1 15 16 3 16 52 4 0 160 13 0 1
split_gain=0.000120858 0.00013948 0.000196159 0.000178093 0.000203364 0.00023259 0.000446123 0.000228288 0.000187745 0.000168748 0.000224067 0.000278052 0.000128735 9.12631e-05 7.44674e-05
threshold=0.078475000000000017 -0.12018999999999998 -0.068459999999999979 0.10060500000000001 -0.016799999999999995 -0.071854999999999988 0.10542000000000001 -0.27167499999999994 0.10473500000000001 -0.083854999999999985 -0.10011499999999998 0.086075000000000013 0.073000000000000023 -0.053834999999999994 0.085110000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 -3 8 5 7 -7 -5 9 13 11 14 -1 -4 -11
right_child=-2 2 3 4 -6 6 -8 -9 -10 10 -12 -13 -14 -15 -16
leaf_value=0.0021608599692935476 -0.0012975688242654816 -0.0019565436770621722 0.0018516645203168673 -0.00030318681654249128 0.0018035271802390987 0.0011227608779349721 -0.0027389548546311298 0.0021275191677394382 -0.002093745871416496 0.0001246730778385541 -0.0017232533076784308 -0.0017526034338700995 0.00027586189582165191 5.3118667099075309e-05 0.0017123928361684991
leaf_weight=0.001066485346228995 0.0013123277509552436 0.0010063794726380406 0.0010057649571533211 0.0014671953854096115 0.0018365274851115379 0.0010772501076403707 0.0012246337496257809 0.001493953018108396 0.0010804050897882667 0.0010416562323418664 0.0019908989915354142 0.0010300460209373696 0.0019878133833848288 0.0011684133182674437 0.0012391777506772783
leaf_count=74 148 122 289 158 101 167 44 101 397 72 1107 57 172 74 38
internal_value=0 7.42013e-05 -8.34153e-05 3.69914e-05 0.000549483 0.000111886 -0.000931725 0.000923148 -0.000388243 -0.000141769 -0.000562879 0.000134878 0.000934056 0.000885118 0.000987282
internal_weight=0 0.0197166 0.0166623 0.0156559 0.00709956 0.00526303 0.00230188 0.00296115 0.00855636 0.00747596 0.00530178 0.00331088 0.0030543 0.00217418 0.00228083
internal_count=3121 2973 2727 2605 571 470 211 259 2034 1637 1274 167 246 363 110
is_linear=0
shrinkage=0.00437696


Tree=1476
num_leaves=16
num_cat=0
split_feature=0 1 13 133 4 15 47 48 16 4 15 3 2 12 3
split_gain=0.000107878 0.00017274 0.000191582 0.000227648 0.000268452 0.000198599 0.000234806 0.000209489 0.000287946 0.000144849 0.000132618 0.000131755 0.000210078 0.000114123 9.88556e-05
threshold=1.0000000180025095e-35 0.077565000000000009 -0.094514999999999988 0.048520000000000008 -0.033174999999999989 -0.016799999999999995 0.092530000000000015 0.086035000000000014 -0.029084999999999996 -0.49405499999999997 -0.091184999999999988 -0.084074999999999997 0.091545000000000015 0.084100000000000022 -0.0063699999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 10 4 -4 6 7 8 -6 -2 -3 -1 -13 -11 -8
right_child=9 2 3 -5 5 -7 14 -9 -10 13 -12 12 -14 -15 -16
leaf_value=-0.0027798286245743842 -0.00043942412957680875 0.00018094468459939244 -0.0025050739044340819 0.0020497238454699504 0.0023368085997869546 0.0013754976041669427 -0.00062279699158123141 -0.0013416965270790897 -0.0010999507318994531 0.0028375606515525361 0.0024918172088306749 0.0010506230765851934 -0.0022027959291729456 0.0005859057233477959 -0.0027335745803231128
leaf_weight=0.00103387589221479 0.0016454737717637169 0.001345760491537451 0.001468503933648003 0.0010318141578202775 0.0016912886232364225 0.001811488842528239 0.0010211693269743805 0.0015214817509017209 0.0010326039520509589 0.0010201718070159118 0.0012690077871484471 0.0010666731761846552 0.0010221727699370187 0.0014104901559495175 0.0013615953085803767
leaf_count=669 139 111 295 220 104 95 91 75 79 116 120 394 489 70 54
internal_value=0 -0.000195136 5.53755e-05 -0.000242693 -0.000481421 -0.000129303 -0.000540569 0.00018256 0.00103396 0.000735538 0.00130246 -0.00128252 -0.000541431 0.00153095 -0.00182897
internal_weight=0 0.0166774 0.0135547 0.0109399 0.00990813 0.00843963 0.00662814 0.00424537 0.00272389 0.00407614 0.00261477 0.00312272 0.00208885 0.00243066 0.00238276
internal_count=3121 2796 1244 1013 793 498 403 258 183 325 231 1552 883 186 145
is_linear=0
shrinkage=0.00512831


Tree=1477
num_leaves=15
num_cat=0
split_feature=124 123 484 133 3 11 0 457 160 133 2 1 1 2
split_gain=0.000110706 0.000146374 0.000182679 0.000166334 0.000146456 0.000251412 0.000251242 0.000231501 0.000234149 0.000167752 0.000275817 0.00020498 0.000160773 0.000113504
threshold=0.0049200000000000008 1.0000000180025095e-35 -0.0068949999999999992 0.095000000000000015 -0.12018999999999998 0.081790000000000015 -0.053834999999999994 -0.0029299999999999994 -0.080409999999999995 -1.0000000180025095e-35 0.11411 0.10089500000000001 0.086560000000000012 0.097220000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 13 7 -6 -9 -10 11 12 -11 -4
right_child=-2 -3 3 -5 6 -7 -8 8 9 10 -12 -13 -14 -15
leaf_value=-0.0023458152133901855 0.0016547253317856971 0.0013901986732895448 0.00093342236959879801 -0.001690581173595698 -0.0022104633993063638 -0.00089404058190114904 -0.0019445267957399004 -0.0015369483881038544 -0.001054205609402115 0.0019741328110712384 -0.0010016927199768247 0.0029790696987440765 -0.00047791859886269942 0.0033423146731248817
leaf_weight=0.0010585443449266088 0.0010358444944276171 0.0016500014349773709 0.0011003298517813761 0.001634073720715278 0.0010365048807328145 0.0011893115629697526 0.0019093794239455402 0.0014279604773000413 0.0011560824145054206 0.001534805332682126 0.0013272815061462495 0.0019936494504795288 0.0013981502337481189 0.0010421023787925421
leaf_count=486 72 227 73 402 121 139 198 319 600 167 89 79 102 47
internal_value=0 -0.000100271 -0.000238369 -0.000105182 6.62078e-05 0.00103454 -0.000207577 0.00012829 0.000402577 0.000776339 0.00111473 0.00168492 0.000805231 0.00210513
internal_weight=0 0.0194582 0.0178082 0.0167496 0.0151156 0.00333174 0.0117838 0.00987443 0.00883793 0.00740997 0.00625389 0.00492661 0.00293296 0.00214243
internal_count=3121 3049 2822 2336 1934 259 1675 1477 1356 1037 437 348 269 120
is_linear=0
shrinkage=0.00523088


Tree=1478
num_leaves=31
num_cat=0
split_feature=151 151 1213 1456 133 403 1429 1374 14 484 130 1374 49 150 9 38 376 160 457 47 151 3 2 12 43 16 3 1 484 4
split_gain=0.000642995 0.000635381 0.000714179 0.000550633 0.000554941 0.000533929 0.000471137 0.000467601 0.000489852 0.000690828 0.000544705 0.000532237 0.000500172 0.000618459 0.000565379 0.0005333 0.000470281 0.000684526 0.000511919 0.000540283 0.000454377 0.00041678 0.000585387 0.000419339 0.00034469 0.000270373 0.000331329 0.000289368 0.000138748 9.49362e-05
threshold=-0.27559499999999998 -0.10959499999999998 -0.080769999999999995 -1.0000000180025095e-35 -0.25159999999999993 -0.088999999999999982 -1.0000000180025095e-35 0.086000000000000007 0.083150000000000016 0.085515000000000022 -0.0015749999999999998 -0.094929999999999987 -0.10774499999999999 0.094365000000000018 0.082870000000000013 1.0000000180025095e-35 0.11430500000000002 -0.090969999999999981 -1.0000000180025095e-35 0.099265000000000006 0.084350000000000008 0.149315 0.11177500000000001 0.092355000000000007 -0.17390999999999998 -0.082404999999999992 -0.078934999999999991 0.094715000000000008 0.088375000000000009 0.10637500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -8 -12 20 14 15 16 17 -14 -19 21 -13 22 23 24 -20 26 -26 -27 -11 -21
right_child=1 2 3 4 5 6 7 -9 -10 28 11 12 13 -15 -16 -17 -18 18 19 29 -22 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=-0.0010257004543861416 0.0009863709141145992 -0.0010637185258222496 -0.00086332514959534443 -0.00086373975964509214 -0.0008705325778656886 -0.00078741938634328205 -0.00054745112267136429 -0.00075494639393821944 -0.00066167567841483399 0.0012796027047344079 -0.00064498003966580034 -0.00075022569613421113 -0.00057970163812716836 0.0012539394582982003 -0.00065269184250850323 -0.0006080212183723722 -0.00050743587037644635 -0.00034760063932899197 0.0012708502027590452 0.00081908903765911774 0.00037972120633181255 0.0011976035247582306 -0.00036231459640612623 -0.00012793006045080756 0.00023833435094082749 -0.00016115111731911276 0.0012124380176984661 0.00075719701731645711 0.00058901567193129709 0.0013044267092385394
leaf_weight=0.0010977031767067649 0.0011918540020410253 0.0011338994014429274 0.0012295485678575071 0.0011542354866027607 0.0010246156490484317 0.0010111554647059809 0.0018682445546810691 0.0010087766666062583 0.0012108956855936262 0.001113412979258043 0.0012618946736608896 0.0015990597462049996 0.0011209688092916883 0.0012177148141228047 0.0011442164930227086 0.0010514565641841491 0.0010193210446867154 0.0011626339262258431 0.001309150066489905 0.0012997980371514126 0.001080196853728399 0.0011863017229409864 0.0017108415300985955 0.0015377322935649085 0.0010855785898941095 0.0016094892309359695 0.0015158254952631778 0.001012639894201639 0.0010007548911903363 0.0016658901462176523
leaf_count=74 83 324 253 169 355 128 147 62 44 38 27 44 164 92 65 32 19 90 22 60 38 51 128 153 74 151 42 53 119 20
internal_value=0 1.93727e-05 -1.23368e-05 2.15195e-05 5.35345e-05 8.57854e-05 0.000116595 0.00014628 0.000176805 0.000212338 0.00015318 0.000206409 0.000252463 0.000323452 0.000265142 0.000322569 0.000379337 0.000435076 0.00051043 0.000582027 -0.000294665 0.000444205 0.00035283 0.000504433 0.000653285 0.000498508 0.00080594 0.000193506 0.000952709 0.00109171
internal_weight=0 0.0375381 0.0363462 0.0352123 0.0339828 0.0328286 0.031804 0.0307928 0.029784 0.0285731 0.026459 0.0245907 0.0233288 0.0206496 0.0194318 0.0182876 0.0172362 0.0162168 0.0150959 0.0139332 0.00267926 0.0109676 0.00978126 0.00807042 0.00653268 0.00522353 0.0026014 0.00262213 0.00211417 0.00296569
internal_count=3121 3047 2964 2640 2387 2218 1863 1735 1673 1629 1472 1325 1298 1216 1124 1059 1027 1008 844 754 82 674 623 495 342 320 116 204 157 80
is_linear=0
shrinkage=0.00134594


Tree=1479
num_leaves=29
num_cat=0
split_feature=1213 160 133 133 9 14 474 3 156 158 1374 483 453 0 130 15 2 43 457 12 42 15 12 52 0 151 4 16
split_gain=0.000617164 0.000592536 0.000467695 0.000508237 0.000401927 0.000412011 0.000571803 0.000481792 0.000543075 0.000444576 0.000418961 0.000401792 0.000519814 0.000555378 0.000501694 0.000542942 0.00047172 0.000942549 0.000393402 0.000390629 0.000368118 0.000531173 0.000243062 0.000377193 0.000207161 0.000147755 8.56196e-05 2.48925e-05
threshold=-0.080769999999999995 -0.40698999999999991 -0.25159999999999993 -0.15387499999999996 -1.0000000180025095e-35 0.062655000000000016 0.084660000000000027 0.30112000000000005 1.0000000180025095e-35 0.087355000000000016 -0.094929999999999987 0.085050000000000014 1.0000000180025095e-35 -0.14116499999999996 -0.0015749999999999998 0.097485000000000016 0.09142500000000002 -0.074359999999999996 -1.0000000180025095e-35 0.095330000000000012 0.088060000000000013 -0.016799999999999995 0.081420000000000006 0.096795000000000006 -0.10474999999999998 -0.083034999999999984 0.076415000000000025 0.38525000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 7 8 9 10 -6 12 13 18 -15 16 17 20 -12 22 21 -16 23 -18 -8 -20 -27 -21
right_child=1 2 3 4 5 -7 24 -9 -10 -11 11 -13 -14 14 15 -17 19 -19 25 27 -22 -23 -24 -25 -26 26 -28 -29
leaf_value=-0.00092747090688515346 -0.00085650042851915631 -0.00082409615798382922 0.00097901186035577394 0.00079562513211485638 -0.00065953604722369854 -0.00066207384503423822 0.0010485974015952335 0.00082604637492254081 -0.00084258014144352985 -0.00083269176601627102 -0.00012512314945955014 -0.00067983972445708732 -0.00070323861653416337 -0.0006544221206212415 -0.0006117040473230627 -0.00055714658096381591 -2.411898350915282e-05 -0.00076499106442195586 0.00042602933772835686 -0.00012412268085346074 0.00090320143856355403 0.00054398048359132823 0.0011678578360154548 0.00095687104417576372 0.00027907736085319213 0.00073519439253550149 0.0012509005252504622 0.00016839411413055894
leaf_weight=0.0012312300824595104 0.0012868738203429255 0.0010216427944320641 0.0010653805981570832 0.0012205862428161232 0.0013760096981059169 0.0014541723500101069 0.0012371520345819675 0.0011839053293862803 0.0013723898154404382 0.001043831896962443 0.0010157352311281898 0.0011195803277369567 0.0012250137301883504 0.0015216090954823782 0.0011783320701705957 0.0016960551401621346 0.0012847547696118733 0.0019966379628904175 0.0011500311417567133 0.0010210034506394905 0.0013518111325392934 0.0016794911359419001 0.0014315912749642834 0.0014558230588725962 0.0012000011441957162 0.0010616764940323134 0.0011876112916238135 0.0010053027685297256
leaf_count=325 218 166 48 88 20 75 39 84 216 163 21 182 50 171 75 105 84 312 46 70 31 86 72 20 253 23 50 28
internal_value=0 2.26763e-05 5.5416e-05 8.22099e-05 5.27848e-05 2.37699e-05 5.72428e-05 2.68296e-06 -3.45591e-05 1.0152e-05 4.71831e-05 9.06309e-05 0.0001312 0.000182215 6.54279e-05 0.000143107 0.00023885 -1.83093e-05 0.000595458 0.000496332 0.000335843 6.74709e-05 0.000727186 0.000496993 0.000669702 0.000810771 0.00100748 2.10024e-05
internal_weight=0 0.035844 0.0345571 0.0335355 0.0324701 0.0312495 0.0297953 0.0273582 0.0261743 0.0248019 0.0237581 0.0223821 0.0212625 0.0200375 0.0156224 0.0141008 0.0124047 0.00620627 0.00441505 0.00619848 0.00420963 0.00285782 0.00417217 0.00274058 0.00243715 0.00339932 0.00224929 0.00202631
internal_count=3121 2796 2578 2412 2364 2276 2201 1909 1825 1609 1446 1426 1244 1194 1054 883 778 504 140 274 192 161 176 104 292 119 73 98
is_linear=0
shrinkage=0.00131955


Tree=1480
num_leaves=16
num_cat=0
split_feature=14 474 14 15 15 49 52 13 43 16 42 2 0 16 1
split_gain=0.000113645 0.000172342 0.000166841 0.000199998 0.000184225 0.00017834 0.000187329 0.000362865 0.000172569 0.000449356 0.00024262 0.000128397 0.000127993 0.00010987 9.0426e-05
threshold=0.054835000000000009 0.082665000000000002 -0.10708499999999999 -0.15026499999999995 -0.095869999999999983 0.0093850000000000027 0.11434500000000002 -0.15078499999999997 -0.074359999999999996 -0.088159999999999988 -1.0000000180025095e-35 0.090050000000000005 -0.11756999999999999 1.0000000180025095e-35 0.08844500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 12 6 7 -6 10 14 -9 -12 -5 -11 -10
right_child=-2 -3 3 4 5 -7 -8 8 9 13 11 -13 -14 -15 -16
leaf_value=-0.0017141602345411007 -0.0016122906155657264 0.0016095621390708589 0.0021540389400733946 -0.0021749271006215863 0.0023004151216665823 0.0018077193985352562 -0.0018086275256585618 -0.0009365800344449495 -0.00031756055388272228 -0.0014122055982782689 0.0025141484955585433 0.00020357278349994939 -2.6061123264730288e-05 -0.0036361515846237463 0.0016299296968233733
leaf_weight=0.0013771426147612389 0.0010223518526633049 0.0016274559439550243 0.0010493797912160081 0.0015332984558784624 0.0016632689717037659 0.0014474503698593136 0.0012763364130268526 0.0016393142843996733 0.0011983593045407064 0.0011029733138943482 0.0013665634385562602 0.0010208408109549927 0.0012009654436219109 0.0010569305274759078 0.001121329992450848
leaf_count=94 110 378 210 84 73 292 269 175 216 534 192 99 161 160 74
internal_value=0 7.32705e-05 -6.52155e-05 7.09499e-05 -6.89274e-05 0.000177528 -2.86255e-05 0.000194774 -0.000216949 -0.000882591 0.000523555 0.00152616 -0.00123108 -0.00250047 0.00062385
internal_weight=0 0.0196816 0.0180542 0.016677 0.0156276 0.0128934 0.0114459 0.0101696 0.00850631 0.00447959 0.00402672 0.0023874 0.00273426 0.0021599 0.00231969
internal_count=3121 3011 2633 2539 2329 2084 1792 1523 1450 984 466 291 245 694 290
is_linear=0
shrinkage=0.00492917


Tree=1481
num_leaves=29
num_cat=0
split_feature=1213 151 150 1456 133 133 52 403 52 51 130 49 43 13 15 39 1 52 16 160 4 2 2 1 16 43 2 13
split_gain=0.000617057 0.000551335 0.000583237 0.000654223 0.000449143 0.000645308 0.000467335 0.000651319 0.00041325 0.000496401 0.000603192 0.000825939 0.000525383 0.000608277 0.000428273 0.000460385 0.000440712 0.000748973 0.000383688 0.000352927 0.000471056 0.000354106 0.000276121 0.000307058 0.000260838 0.000206312 0.000193557 9.66534e-05
threshold=-0.080769999999999995 -0.24462999999999999 -0.22665999999999997 -1.0000000180025095e-35 -0.25159999999999993 -0.16271999999999995 -0.43320999999999993 -0.083259999999999987 -0.081429999999999989 -0.076794999999999988 -1.0000000180025095e-35 -0.069799999999999987 -0.14968999999999996 0.016935000000000002 1.0000000180025095e-35 0.097050000000000011 0.097115000000000021 -0.088204999999999992 0.22339500000000004 -0.089744999999999978 -0.080924999999999983 -0.0050599999999999994 0.11263500000000001 0.10060500000000001 -0.25582999999999995 -0.27207999999999993 0.09142500000000002 -0.080344999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 -6 -7 -8 14 -10 -11 24 25 18 15 16 17 -9 19 -14 -21 -22 23 26 -12 -13 -23 -24
right_child=1 2 3 4 5 6 7 8 9 10 11 12 13 -15 -16 -17 -18 -19 -20 20 21 22 27 -25 -26 -27 -28 -29
leaf_value=-0.0010986436263488932 -0.0010845874768316184 0.0011484657058553299 -0.0010481983561794663 -0.00093840726357191965 0.0012272939086564868 -0.00092864244670724089 -0.001055537877685664 -0.00047246228392968233 -0.00073720840607822849 -0.00081576150526918318 -0.00016984996875390546 0.00054579125461589988 -0.00043061158676327779 -0.00081904835383116495 -0.00025191633113262374 -0.00027905338447012471 0.0014241164356382427 0.0011877318967043263 -0.00053140100569049606 0.0011509594981923674 -0.00030685702061775924 -0.00014561800039979554 0.00035131628342504841 0.0011844994294316607 -0.0010913313511953611 0.0013862979890634345 0.00076220224126593216 -0.00031472952443300595
leaf_weight=0.0011849984598314425 0.0010228460025052391 0.0010658392208284786 0.001292002999999319 0.0010216424832396589 0.0010927670365714617 0.001098851607387096 0.0011218318487695713 0.0011244761189066477 0.0018243744286806632 0.0015645709670484278 0.0015571327664574142 0.0015849867037323051 0.001124453988444297 0.0012818951401806214 0.0015716395607845435 0.0010019145956763342 0.0018417161468553545 0.001403602088196009 0.0012017675644884216 0.001861929381216312 0.0017104101834928744 0.001031008124392295 0.001002238467135097 0.001742394029756511 0.0012907851958023899 0.0011634991209170638 0.0011320811782096207 0.0010000404203149849
leaf_count=325 77 20 256 169 47 227 404 127 143 119 48 43 186 76 63 22 91 35 10 82 78 121 75 48 62 29 69 69
internal_value=0 1.26429e-05 4.40712e-05 1.00939e-05 5.10905e-05 8.23587e-05 4.23061e-05 7.77066e-05 0.000121519 2.00682e-05 8.82959e-05 0.000163998 0.00029914 0.000172626 0.000444042 0.000647664 0.000860143 0.000449286 0.000280299 0.000372285 0.000467518 0.000300481 0.000476317 0.000710951 -0.000587501 0.000901598 0.000329502 1.8659e-05
internal_weight=0 0.0367327 0.0357099 0.034644 0.033352 0.0323304 0.0312376 0.0301387 0.0290169 0.0220736 0.0202492 0.0186846 0.0158367 0.0130882 0.00694335 0.00537171 0.00436979 0.00252808 0.0118063 0.0106046 0.0094801 0.00761817 0.00590776 0.00390548 0.00284792 0.00274849 0.00216309 0.00200228
internal_count=3121 2796 2719 2699 2443 2274 2227 2000 1596 1258 1115 996 886 814 338 275 253 162 738 728 542 460 382 238 110 72 190 144
is_linear=0
shrinkage=0.00151575


Tree=1482
num_leaves=31
num_cat=0
split_feature=160 1213 133 133 376 376 1 1348 14 484 15 11 3 123 2 3 2 2 16 160 0 131 12 1 15 16 16 1 12 2
split_gain=0.000688179 0.000711552 0.000555516 0.000608903 0.000577475 0.00103886 0.000680453 0.000578326 0.000958257 0.000793205 0.000705952 0.000825464 0.000595219 0.000582149 0.000504777 0.000640932 0.000696236 0.000448878 0.000873142 0.000549206 0.000607406 0.000637511 0.00063793 0.000453177 0.000399294 0.000362204 0.000622765 0.000334269 0.000326155 0.000283732
threshold=-0.40698999999999991 -1.0000000180025095e-35 -0.25159999999999993 -0.15387499999999996 0.11430500000000002 0.088470000000000007 0.14000500000000002 0.090205000000000021 0.08840000000000002 -0.0068949999999999992 -0.24436499999999997 0.087830000000000005 -0.12018999999999998 1.0000000180025095e-35 0.13712500000000002 0.149315 0.092365000000000017 0.089885000000000007 -0.08947999999999999 0.083670000000000008 -0.10607499999999999 0.10033500000000002 0.091545000000000015 0.095285000000000022 -1.0000000180025095e-35 -0.088909999999999989 0.22339500000000004 0.111945 0.051320000000000005 0.11093500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 7 8 9 28 27 12 24 14 15 16 17 19 -19 20 -14 22 23 -22 -12 -18 -27 -11 -5 -26
right_child=1 2 3 4 -6 -7 -8 -9 -10 10 11 -13 13 -15 -16 -17 25 18 -20 -21 21 -23 -24 -25 29 26 -28 -29 -30 -31
leaf_value=-0.0010074119596060428 -0.00085452898363503986 -0.0009438532245618777 0.0010720383226696779 -0.00034666601285624453 -0.0010008230244101823 0.0014572085807746859 0.00085007752343579891 0.0010154534610468378 -0.001457081290686473 0.00031312287420169691 0.0013508024645640735 -0.0012672413594960166 0.00057125949197038399 0.00081274929038123998 -0.001098184912448197 0.00088947510438444643 -0.0011267781583195577 0.0012866810975222674 -0.00038046748459190876 -0.0010724202006194765 -0.00062675670441526387 0.00071615273616155778 -0.0014570049262453658 0.00049954378444365844 -0.00016050411848210838 0.00027530872192196561 -0.001174966856034812 0.0014570207291111749 -0.0014569692487143213 0.00076730400261664931
leaf_weight=0.0014668089663079078 0.0019317356518052655 0.0011545363285310186 0.0012741834545009203 0.0012796735950217899 0.0010823048699286622 0.0011247372271094283 0.0020389660608614016 0.0011094812951437652 0.0010012684213496206 0.0011405250376803509 0.0010277019146052169 0.0010589160331875283 0.0027838189361091151 0.0015302353085324674 0.0010601495686302078 0.0013821992246718642 0.0018505497006617855 0.0015320717279578844 0.0011806286521045548 0.0011134301541797518 0.0019323887327580619 0.0011153451955063787 0.0011352264823247249 0.0012479300121412962 0.0014437323628300079 0.0016218359597983669 0.0010260546283458183 0.0010336178291630027 0.001000690205028576 0.0013573117960845593
leaf_count=240 466 158 46 63 24 36 80 34 33 27 42 67 32 122 33 42 84 20 66 55 359 57 132 14 50 123 118 102 384 12
internal_value=0 8.37658e-06 5.15165e-05 8.21739e-05 4.73426e-05 7.96364e-05 3.40707e-05 -1.79807e-05 -5.51404e-05 -8.12104e-06 6.01715e-05 -8.0308e-06 4.675e-05 -5.16796e-05 -0.000121367 -6.3583e-05 -0.000143231 3.9474e-05 0.0005611 -0.000112219 1.79274e-05 -0.000265705 -0.000519464 -0.000184806 0.00057407 -0.000632271 -0.000286671 0.000856948 -0.000833899 0.000289087
internal_weight=0 0.0405712 0.0386395 0.037485 0.0362108 0.0351285 0.0340037 0.0319648 0.0308553 0.029854 0.0275737 0.0253995 0.0243406 0.0205119 0.0189816 0.0179215 0.0165393 0.0120408 0.0027127 0.00932814 0.00821471 0.00543089 0.00431555 0.00318032 0.00382875 0.00449844 0.00264789 0.00217414 0.00228036 0.00280104
internal_count=3121 2881 2415 2257 2211 2187 2151 2071 2037 2004 1557 1428 1361 1257 1135 1102 1060 735 86 649 594 562 505 373 104 325 241 129 447 62
is_linear=0
shrinkage=0.00145689


Tree=1483
num_leaves=17
num_cat=0
split_feature=1 50 15 15 159 133 52 16 52 49 133 13 2 1 16 150
split_gain=0.000116681 0.000230854 0.000218507 0.000220583 0.000177316 0.000173714 0.0001728 0.000318015 0.000141803 0.000234168 0.000166037 0.000267147 0.000202853 0.000178914 0.000137743 0.000147399
threshold=0.14000500000000002 0.10647500000000001 -0.24436499999999997 -0.11713499999999999 0.091235000000000024 0.10622000000000002 -0.24456499999999998 0.19444000000000003 -0.090859999999999982 -0.087004999999999985 -1.0000000180025095e-35 -0.094514999999999988 0.085785000000000014 0.095285000000000022 -0.013324999999999998 0.083095000000000016
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 -8 -10 -11 -12 13 -13 15 -14
right_child=-2 -3 3 4 -6 -7 7 -9 9 10 11 12 14 -15 -16 -17
leaf_value=0.0023214583027709275 0.0015672938098111834 -0.0028619767680325057 -0.00218831427812235 -0.0015098444281262027 -0.002309002686067688 -0.0019030429979912131 0.0023426809372470944 0.0032874836853835515 -0.0022182999389950852 -0.0016166615028208907 0.0034281392317719456 4.321050520454635e-05 -0.0029989248864710654 0.0034951196911064499 0.0011933329752691784 -0.0001018046812683356
leaf_weight=0.0013227507774649745 0.001502809903510898 0.0010217022608585693 0.0016834657042664137 0.0014299539699054635 0.0010254550901978307 0.0012167617975344111 0.0010593914979136762 0.0014060027067530631 0.0013315761896648447 0.0011514456519340389 0.0011223288246091662 0.0010589250309521476 0.0010580032711893523 0.0010257848276761794 0.0010735296671677257 0.0014373155618141453
leaf_count=150 124 318 209 286 229 327 105 50 84 595 62 157 137 74 136 78
internal_value=0 -0.000136457 1.48616e-05 -0.000163772 5.75934e-05 0.000226464 0.000423442 0.000659235 0.000301102 6.75073e-05 0.000451461 0.000802903 0.000281748 0.00174173 -0.000571086 -0.00133017
internal_weight=0 0.0194244 0.0184027 0.0170799 0.0153965 0.014371 0.0131543 0.0117243 0.0103183 0.00925891 0.00792733 0.00677589 0.00565356 0.00208471 0.00356885 0.00249532
internal_count=3121 2997 2679 2529 2320 2091 1764 1478 1428 1323 1239 644 582 231 351 215
is_linear=0
shrinkage=0.00589082


Tree=1484
num_leaves=17
num_cat=0
split_feature=147 52 2 52 13 2 12 403 43 51 2 4 0 0 2 15
split_gain=0.000115136 0.000173298 0.000185686 0.00019626 0.00025808 0.000247221 0.000213679 0.000161572 0.000187412 0.000160646 0.000114853 0.000199058 0.000297649 0.000342192 8.30935e-05 6.64591e-05
threshold=0.08955500000000001 0.19022000000000003 0.099185000000000009 0.10744000000000002 -0.00051499999999999994 0.11215000000000001 0.092355000000000007 -1.0000000180025095e-35 0.084740000000000024 0.087505000000000013 0.092365000000000017 -0.083854999999999985 -0.10607499999999999 -0.084269999999999984 0.081135000000000013 -0.016799999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 6 -6 -4 -1 9 10 11 -9 14 -14 -13 -15
right_child=-2 -3 3 -5 5 -7 -8 8 -10 -11 -12 12 13 15 -16 -17
leaf_value=-0.0022706148421598126 0.0015225501184563733 -0.0017246209770389351 0.0025413993148610532 0.0024202726432640434 0.00084185290938716586 -0.0020772938605246078 -0.00040376358030969322 0.0023631324721570335 -0.0021220157810650166 -0.0018260514705617907 -0.0012669028122080134 0.0026524285859566626 -0.0029995265686406708 -0.00046037144341432387 0.00066611579429905502 0.0012430433269341049
leaf_weight=0.0010248499917348284 0.0011680398854562726 0.0015339191759841655 0.0016258988489060155 0.0013264351248336581 0.0013446624700451651 0.0016131803019548974 0.0010092658725855963 0.0012449793601591042 0.0011100699232483033 0.0010027983857101583 0.0010160930746232477 0.0010239762223385185 0.0011570088130327533 0.0012210801114927589 0.0011089181484775779 0.0011010358841713197
leaf_count=638 118 346 218 103 139 131 163 136 151 122 123 24 341 173 50 145
internal_value=0 -0.000102646 3.61131e-05 0.000681536 0.000269178 -0.000750223 0.0014134 -0.000369485 -0.000174374 6.92096e-05 0.00031061 0.000544371 0.000140894 -0.000765708 0.00161972 0.000347306
internal_weight=0 0.0194642 0.0179303 0.00691944 0.00559301 0.00295784 0.00263516 0.0110108 0.00998596 0.00887589 0.00787309 0.006857 0.00561202 0.00347912 0.00213289 0.00232212
internal_count=3121 3003 2657 754 651 270 381 1903 1265 1114 992 869 733 659 74 318
is_linear=0
shrinkage=0.00502775


Tree=1485
num_leaves=16
num_cat=0
split_feature=41 2 48 130 0 15 3 3 50 0 1 15 13 2 2
split_gain=0.000101789 0.000126991 0.000125026 0.000142327 0.000178689 0.000146046 0.000146166 0.000223807 0.000162351 0.000161297 0.000238962 0.000190662 0.000169467 0.000119437 0.000226399
threshold=0.078475000000000017 -1.0000000180025095e-35 -0.075804999999999984 -0.0015749999999999998 0.18019500000000002 0.095175000000000023 -0.10023499999999998 -0.078934999999999991 0.099450000000000011 -0.10096999999999999 0.13021500000000003 -0.015744999999999999 -0.10278499999999999 0.089885000000000007 0.11215000000000001
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 9 11 12 13 -11 -9 -15
right_child=-2 2 3 4 -6 -7 7 8 -10 10 -12 -13 -14 14 -16
leaf_value=0.0011709910583950229 -0.0010598263793097026 -0.0012602777471817208 -0.0012887704435282765 0.0011159915888573364 0.0016883142222315327 -0.0012795500435274214 -0.0014327144599098106 -0.0010665882719712817 0.0015787570757179047 -0.00029565556057122781 0.00072361214349647403 0.0016041866658356304 -0.0024595271928549993 0.0013714474244970799 -0.00069502147210929934
leaf_weight=0.0013893197863059916 0.0012520465651804083 0.0011153532232817112 0.0010666087371412397 0.0019514829565563359 0.0010242410822867152 0.0011210814142095524 0.0014117629409107482 0.0011205847831572413 0.0010862662612858833 0.0010098677239653861 0.0011744355828220976 0.0014426704919205955 0.0010955885228758951 0.0016139149534089015 0.0014717066129635858
leaf_count=177 148 115 277 207 19 336 1001 52 146 25 60 43 318 92 105
internal_value=0 6.16806e-05 -2.53647e-05 5.7658e-05 0.00015017 4.15143e-05 0.000152218 -1.23768e-05 0.00018784 1.86224e-05 -0.000653487 0.000408867 -0.00142164 -1.11045e-06 0.000385832
internal_weight=0 0.0190949 0.0177056 0.0165902 0.0155236 0.0144994 0.0133783 0.0114268 0.010015 0.00892877 0.00327989 0.00564888 0.00210546 0.00420621 0.00308562
internal_count=3121 2973 2796 2681 2404 2385 2049 1842 841 695 403 292 343 249 197
is_linear=0
shrinkage=0.00381041


Tree=1486
num_leaves=29
num_cat=0
split_feature=31 1213 151 1348 14 1456 484 1374 403 52 130 160 1 43 38 457 15 2 160 0 3 475 49 0 160 1 15 16
split_gain=0.00114193 0.000644087 0.000653336 0.000613664 0.000935916 0.000672224 0.000745054 0.000610478 0.000592309 0.000540084 0.000514216 0.000479825 0.000426692 0.00074677 0.000506374 0.000439978 0.000706356 0.00073649 0.000720093 0.000644548 0.0003719 0.00029219 0.000263736 0.000232619 0.000169903 0.000117065 6.4e-05 1.52276e-08
threshold=-1.0000000180025095e-35 -0.080769999999999995 -0.27559499999999998 0.089175000000000018 0.076175000000000007 -1.0000000180025095e-35 0.085130000000000011 -0.094929999999999987 -1.0000000180025095e-35 -0.40306999999999998 -1.0000000180025095e-35 -0.22361499999999998 0.13436000000000001 0.24789500000000006 1.0000000180025095e-35 -0.0029299999999999994 0.091915000000000011 -0.0050599999999999994 -1.0000000180025095e-35 -0.033209999999999996 0.11296500000000002 -0.068264999999999978 -0.070909999999999987 0.16094000000000003 -0.087874999999999995 0.08844500000000001 -0.089549999999999991 -0.18708499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 7 -7 -9 -10 -11 -12 13 14 15 -13 17 -17 -19 22 -14 -8 -20 -21 -23 -24 27 -27
right_child=1 2 3 -5 -6 6 21 8 9 10 11 12 20 -15 -16 16 -18 18 19 23 -22 24 25 -25 -26 26 -28 -29
leaf_value=0.0012940983447097671 -0.00094279635710163979 -0.0010064688576690173 -0.00092595873947979158 0.0010005814880433787 -0.0011371712991978318 -0.0008451959352995588 0.0011505473412502514 -0.00079440444426829974 -0.0006799566240155633 -0.00058303307162420727 -0.00060101332580765371 -0.00033735354920392548 0.0012940412029095534 -0.00089667683421786114 -0.00063349763786033769 -0.00037697414979619219 -0.00048196771017258071 -0.00034372329223629331 0.0004408519115260355 -0.00011209899886982692 0.00028762214930415039 0.00073837583172240556 0.00075123577196583744 0.00058240017978104309 7.2140014123930617e-06 0.0012939016182300608 0.00094335957643425813 0.0012870726985266619
leaf_weight=0.0010915040878640694 0.0013002970975245489 0.0010818954735167799 0.0011982037742885856 0.0010248027599928369 0.0012010585985473545 0.0013820911323421106 0.0011998864157618527 0.0013648955020397749 0.0014756009789355365 0.0015992635273032177 0.0012571015076389127 0.0017682369527317601 0.00108369429387034 0.0010663127015111398 0.0010981933402900426 0.0016262041824686045 0.0015516075505761515 0.001335740472432124 0.0017456754757141386 0.0018620246474148295 0.0014193001084645829 0.0010081553068661542 0.0018413205703062688 0.0014247516361081125 0.0011259327600967586 0.0011894022062066689 0.0014873916099968909 0.0010110146456856484
leaf_count=86 325 73 240 35 92 24 72 539 228 120 160 130 37 109 24 67 88 157 57 41 69 97 103 14 31 24 51 28
internal_value=0 -4.81288e-05 -1.61952e-05 1.41142e-05 -1.53393e-05 2.53401e-05 6.10455e-05 -6.44434e-06 3.61623e-05 8.00289e-05 0.000126051 0.000175859 0.000221259 0.000155141 0.000217654 0.000273149 0.000344758 0.000439611 0.000551228 0.000664414 0.00072336 0.000639791 0.000879228 0.000188952 0.000352619 0.00101763 0.00115065 0.00129076
internal_weight=0 0.0377301 0.0364298 0.0353479 0.0343231 0.033122 0.0319238 0.0285898 0.0272077 0.0258428 0.0243672 0.022768 0.0215109 0.0190079 0.0179416 0.0168434 0.0150751 0.0135235 0.0118973 0.0105616 0.00250299 0.00333397 0.0072748 0.00328678 0.00213409 0.00552913 0.00368781 0.00220042
internal_count=3121 3035 2710 2637 2602 2510 2270 2070 2046 1507 1279 1159 999 893 784 760 630 542 475 318 106 200 263 55 128 206 103 52
is_linear=0
shrinkage=0.00129368


Tree=1487
num_leaves=30
num_cat=0
split_feature=1213 151 4 14 11 1456 484 403 156 130 160 50 2 457 4 43 13 40 13 0 47 2 47 16 2 15 3 4 14
split_gain=0.000556649 0.00058711 0.00071011 0.000592601 0.00053452 0.000578301 0.000377573 0.00076369 0.000400475 0.000398073 0.000350319 0.000494514 0.000499547 0.000461039 0.000483168 0.000349535 0.000351465 0.000472854 0.000842506 0.000353117 0.000399251 0.000517569 0.000349516 0.00034225 0.000508651 0.000239618 0.000145108 9.53215e-05 7.66734e-05
threshold=-0.080769999999999995 -0.27559499999999998 0.27287000000000006 -0.46885499999999997 0.080455000000000013 -1.0000000180025095e-35 0.085515000000000022 -1.0000000180025095e-35 0.090100000000000013 -1.0000000180025095e-35 -0.22361499999999998 0.077805000000000013 0.13712500000000002 -0.0029299999999999994 0.24564500000000003 -0.45785999999999999 -0.076599999999999988 0.051255000000000002 0.14871000000000004 -0.23051499999999997 0.092165000000000011 0.092235000000000025 0.096475000000000019 0.26799500000000004 0.089885000000000007 -0.0072999999999999992 -0.03694999999999999 -0.083644999999999983 -0.40349999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 -3 7 -7 9 -9 -11 12 13 -12 15 -15 23 18 19 -18 21 -21 28 24 -17 -8 -26 -13 -5
right_child=1 2 3 22 -6 6 25 8 -10 10 11 27 -14 14 -16 16 17 -19 -20 20 -22 -23 -24 -25 26 -27 -28 -29 -30
leaf_value=-0.00085449406433322312 -0.00093963282578732571 -0.00086531401696706301 -0.00032047803923553845 0.00076215093410276125 -0.00081038825332218863 -0.00099023156102633287 5.1812088408644417e-05 -0.00054283429121453953 -0.00074120964095419483 -0.00055740739959304333 -0.00054865329178068595 0.00095333021947734218 -0.00064727336639174135 0.00078650895430268668 0.0009412526110165935 -0.00013606066140103737 0.00052544663639358426 0.00072249063801290304 -0.0012551701021944134 -0.00098516649868020368 0.00036230453143908293 2.9958701350465484e-05 0.00018136933220179999 -0.00023101826256361364 0.00059813151183362476 0.00082057348944561436 0.0012446423726263788 0.00045259104071207983 0.0012204958063209261
leaf_weight=0.0012363513343206503 0.0010161622513669135 0.0011811584674759059 0.0010877333060135275 0.0010208857945750438 0.0013559596059500292 0.0012103113092883913 0.0011330079136473437 0.0015606078049317232 0.0010065905207274619 0.0011612758630507028 0.0014048904339604143 0.001178252586637285 0.0013796323357162512 0.0012311405309546304 0.0013291941737207944 0.001097480162458136 0.0014812051740591328 0.0010432330232674758 0.0010267685709699492 0.0014831665575645494 0.001479551231767573 0.0017746953003714427 0.0011738980103056518 0.0011517950757973239 0.0011274830223384491 0.001536957705214447 0.001106556446107021 0.0012714228517080031 0.0013817020053241693
leaf_count=325 74 250 44 46 134 533 91 111 140 147 96 48 36 20 26 103 13 12 11 114 36 148 31 17 39 65 40 159 212
internal_value=0 1.08732e-05 3.81757e-05 0.000499279 -3.18511e-05 4.10924e-06 4.05571e-05 -6.947e-06 4.20377e-05 7.58919e-05 0.000120332 0.000158601 8.62821e-05 0.000146749 0.000210468 0.000141101 7.88871e-05 -7.58509e-05 -0.000190801 -1.50606e-05 -0.000184056 -0.000432185 0.000748595 0.000364962 0.000571009 0.000494347 0.000918359 0.000693438 0.00102574
internal_weight=0 0.0363927 0.0353766 0.00466422 0.0307123 0.0293564 0.0281752 0.0255053 0.0242949 0.0232884 0.0217277 0.0205665 0.0181168 0.0167372 0.0153323 0.0140031 0.0127719 0.00828862 0.00724539 0.00621862 0.00473741 0.00325786 0.00357649 0.00448331 0.00333152 0.00266997 0.00223404 0.00244968 0.00240259
internal_count=3121 2796 2722 333 2389 2255 2005 1849 1316 1176 1065 918 711 675 579 553 533 334 322 311 298 262 289 199 182 156 79 207 258
is_linear=0
shrinkage=0.00126831


Tree=1488
num_leaves=16
num_cat=0
split_feature=14 474 14 15 15 48 0 42 43 43 42 49 0 48 15
split_gain=0.000105207 0.000161328 0.000153751 0.000187062 0.000157153 0.000158078 0.000162172 0.0002158 0.000272268 0.000235021 0.000376829 0.00018057 0.000177046 0.000156202 0.000112742
threshold=0.054835000000000009 0.084660000000000027 -0.10708499999999999 -0.15026499999999995 -0.095869999999999983 0.093265000000000015 -0.10607499999999999 0.092395000000000019 0.093175000000000022 -0.078844999999999985 -0.095859999999999987 -0.052259999999999994 -0.074479999999999977 0.12879500000000002 -0.10653
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 14 6 11 8 9 10 -8 -6 -12 -7 -5
right_child=-2 -3 3 4 5 13 7 -9 -10 -11 12 -13 -14 -15 -16
leaf_value=-0.001569728135544181 -0.0014901324164397704 0.0015140471532180933 0.0020195925873674032 -0.00016257011681626926 -0.00020740858839937072 0.0024337206764448007 -0.0020085623825765305 -0.0020225049794912065 0.0018893558024594512 -0.0018027340591424321 9.7266599627948992e-05 0.0023364383578516881 0.0028392834778460281 -5.912009894619968e-05 -0.0020925419320269173
leaf_weight=0.0013968856433591572 0.001023931032735125 0.0015904479201421786 0.0010326756399218996 0.0014032042847849091 0.0013643458102392536 0.0012299400117251622 0.0010796355393413171 0.0015224060205435985 0.0013098378349366002 0.0019972404177643387 0.0010864518611580221 0.001157907972360925 0.0010293227436815036 0.0010423934658003731 0.0013171568003804675
leaf_count=95 110 335 210 148 90 126 108 405 124 723 324 73 97 54 99
internal_value=0 6.77679e-05 -6.02403e-05 6.69934e-05 -6.27635e-05 0.000156714 -8.74847e-05 -0.000416843 -4.09142e-05 -0.000527822 0.000269042 0.000960412 0.00143126 0.00129017 -0.00109703
internal_weight=0 0.0195599 0.0179694 0.0165725 0.0155398 0.0128195 0.0105471 0.00802489 0.00650249 0.00519265 0.00319541 0.00252225 0.00211577 0.00227233 0.00272036
internal_count=3121 3011 2676 2581 2371 2124 1944 1781 1376 1252 529 163 421 180 247
is_linear=0
shrinkage=0.00473777


Tree=1489
num_leaves=28
num_cat=0
split_feature=1213 160 14 474 475 1374 150 484 50 15 13 13 39 47 133 43 42 16 47 48 3 15 0 15 13 3 484
split_gain=0.000509735 0.000533981 0.000480709 0.000512289 0.000449018 0.00042644 0.00046716 0.000437116 0.000607275 0.000569186 0.000522474 0.000847401 0.000438015 0.000952301 0.000580744 0.000539678 0.000466702 0.000391532 0.000466422 0.000662123 0.000367334 0.00031141 0.000306809 0.000306095 0.000275566 0.000278331 0.000212048
threshold=-0.080769999999999995 -0.40698999999999991 0.076975000000000002 0.084660000000000027 -1.0000000180025095e-35 -0.094929999999999987 0.094365000000000018 -1.0000000180025095e-35 0.099450000000000011 -0.24436499999999997 -0.53104499999999988 -0.47860499999999995 0.13507500000000003 0.13148500000000005 0.099660000000000012 -0.074359999999999996 -1.0000000180025095e-35 0.15891500000000003 0.092530000000000015 0.085845000000000019 -0.074479999999999977 0.040760000000000005 -0.14001499999999997 -0.036009999999999993 -0.094514999999999988 -0.012304999999999998 0.085595000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 7 -7 9 -9 -11 -12 13 14 15 16 -13 18 19 22 21 -18 -17 -8 -24 -26 -5
right_child=1 2 -4 26 5 6 23 8 -10 10 11 12 -14 -15 -16 17 20 -19 -20 -21 -22 -23 24 -25 25 -27 -28
leaf_value=-0.00095184688523420376 -0.00096873630651094801 -0.00092066447635417493 -0.00074665751521204465 0.00017691133544611631 -0.00075234276438188225 -0.0007107508649130147 0.00115613235261695 0.00095592108697760739 0.0009375620524840274 -0.0010134411734615998 0.0012612211282217159 -0.00027432743076627057 0.00088652672787171017 -0.0014570854498606087 -0.00086664636869657305 0.00093479292131809662 2.8595064376873871e-05 -0.00095193574157396825 -0.00068089144394494849 -0.0008200120376055484 0.0013619060454168803 0.0009295819530851108 0.00077199375429079314 0.00011117642130401932 -0.00065739510687618744 0.00040115431710215262 0.0010306201686078511
leaf_weight=0.001195962334312072 0.0011328985320026011 0.0010153539882302711 0.0015429116299294767 0.0010001134381951706 0.0012942813009999546 0.0015283039409573198 0.0014017366303455958 0.001320939677797609 0.0016795191749316976 0.001087416507289155 0.0011086702198781417 0.0015893819533614462 0.0010023412106647802 0.0010381469213882602 0.0015516196778131422 0.0015534261137872696 0.0019635825296528964 0.0011523145780473754 0.0018396787446590679 0.0011693509505275035 0.0011322543896046195 0.0013910686327562871 0.0010008652542552376 0.0010338255486661554 0.0011128434264695442 0.0010018691380793742 0.0016143977845146651
leaf_count=325 218 182 83 202 27 322 94 156 104 9 13 97 20 25 257 37 123 80 54 59 86 22 29 30 334 25 108
internal_value=0 1.52812e-05 4.79479e-05 8.55747e-05 3.16177e-05 6.50129e-05 0.00010326 4.4425e-05 9.31325e-05 2.87135e-05 -3.04697e-05 2.40454e-05 -5.01013e-05 -0.000103759 -1.83947e-05 6.98991e-05 0.000404075 -0.000160052 -4.12063e-05 0.00016036 0.000644383 0.000402206 0.000405894 0.000712579 0.000142185 -0.000155895 0.000704056
internal_weight=0 0.0352591 0.0341262 0.0325833 0.0299688 0.0289534 0.0276592 0.0252236 0.0236953 0.0220158 0.0206948 0.0196074 0.0184987 0.0174964 0.0164583 0.0149066 0.00607629 0.00883035 0.00767803 0.00583835 0.00448691 0.00335465 0.004669 0.00243556 0.00311558 0.00211471 0.00261451
internal_count=3121 2796 2578 2495 2185 2003 1976 1852 1530 1426 1270 1261 1248 1228 1203 946 328 618 538 484 231 145 425 124 388 359 310
is_linear=0
shrinkage=0.00145689


Tree=1490
num_leaves=27
num_cat=0
split_feature=160 9 14 3 484 1213 39 16 150 13 1374 42 2 4 52 4 160 1 457 160 15 12 16 3 47 13
split_gain=0.000565864 0.000518338 0.000476382 0.000592716 0.000447085 0.000422432 0.000371532 0.000471924 0.000801996 0.000591192 0.000492567 0.000389263 0.000742038 0.000423081 0.00073501 0.000446995 0.000335067 0.0003041 0.000422874 0.000301127 0.00029904 0.000393214 0.000267663 0.000237637 0.000127804 0.000127544
threshold=-0.40698999999999991 -1.0000000180025095e-35 0.062655000000000016 0.30112000000000005 0.085130000000000011 -1.0000000180025095e-35 0.13507500000000003 -0.065999999999999989 -1.0000000180025095e-35 0.14871000000000004 -0.094929999999999987 0.10077000000000001 0.079055000000000014 -0.014149999999999998 0.091275000000000009 -0.49013999999999996 -0.081969999999999987 0.11634000000000001 0.082380000000000009 0.086325000000000013 0.088345000000000021 0.092355000000000007 -0.15241499999999997 -0.020429999999999997 0.087885000000000019 -0.081224999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 8 -7 10 -10 12 24 14 23 -16 -6 18 20 -15 21 22 25 -14 -9 -12
right_child=1 2 -4 -5 16 6 -8 11 9 -11 17 -13 13 19 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=-0.00087548153867177526 0.00084960834065589007 -0.00083468164606991717 -0.00071950717322060635 0.00086876019785956618 0.00078182212903149268 -0.00088868470596031824 0.00066717302122145132 -0.0006836237832656603 -0.00050629070168917969 -0.00054519569073711068 0.00083031895642014146 0.00042305051945738434 -0.00052722350544698749 -0.00015504309803818982 -0.00041948934458084183 0.00069351318148931 -3.4691871433621766e-05 0.00093549919299910965 0.00098053252293153368 0.00068523577457306516 0.00061338486025480795 -0.00065199972944360318 -0.00024257920872606837 -0.0013176208108812721 -0.0013196867008335282 0.00022272784186798609
leaf_weight=0.0013011927083734767 0.0012371567890865345 0.0012267493933721943 0.0016145444859168015 0.0013563902078259629 0.0019734210035173838 0.0013329354522575452 0.0012246610422579343 0.0010015012602735485 0.0011884415685017311 0.0016705247461956682 0.001005043149227447 0.0012489507889428273 0.0014729988395765182 0.001659292984727394 0.0013195014818023765 0.0011994014642380257 0.0015723454056804078 0.0015213997685935574 0.001319521945958968 0.0013441748557529998 0.0019114602660135205 0.0012210021025739204 0.0014709756452115814 0.0012034737643205062 0.0012201919011882723 0.001498533715813103
leaf_count=240 94 443 88 119 151 43 27 116 20 49 47 78 249 213 12 48 98 71 51 88 219 89 265 60 96 47
internal_value=0 1.02834e-05 -1.95744e-05 1.4502e-05 -2.19278e-05 -7.73428e-05 -4.29763e-05 -7.66731e-05 8.54249e-05 0.00018681 0.000296615 -0.000273086 -0.000356521 -0.000173222 -0.000401133 0.000110478 0.000419745 0.000392535 0.000294504 0.000221016 0.000167132 2.95453e-06 0.00020416 -0.000882625 -0.00103296 0.000466641
internal_weight=0 0.0360146 0.0347774 0.0331629 0.0318065 0.0282607 0.027034 0.0258093 0.0141398 0.0128069 0.0111364 0.0116695 0.0104205 0.00819884 0.00519538 0.0025189 0.00354577 0.00994794 0.00842654 0.00300347 0.00710701 0.00519555 0.00397455 0.00267647 0.00222169 0.00250358
internal_count=3121 2881 2787 2699 2580 2331 1888 1861 901 858 809 960 882 670 369 60 249 789 718 301 667 448 359 309 212 94
is_linear=0
shrinkage=0.00131955


Tree=1491
num_leaves=16
num_cat=0
split_feature=1 0 132 13 4 15 457 1 15 12 4 52 2 2 16
split_gain=0.000118338 0.000248225 0.000203447 0.000186515 0.000277938 0.000185603 0.000172376 0.00020429 0.000168547 0.000166455 0.00013728 0.000123682 0.000122168 0.000120699 0.000111012
threshold=0.08592000000000001 -0.060129999999999996 0.079970000000000013 -0.094514999999999988 -0.033174999999999989 -1.0000000180025095e-35 0.045365000000000009 0.111945 0.084050000000000014 0.051320000000000005 -0.49405499999999997 -0.069804999999999992 0.090545000000000014 0.10327000000000001 -0.25582999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 14 -5 -1 7 12 -7 -9 -3 -8 -6 -12 -2
right_child=2 10 -4 4 6 8 11 9 -10 -11 13 -13 -14 -15 -16
leaf_value=-0.0037120638015449695 0.00023574661809561655 -0.001032940653911199 0.0028371622767439635 -0.0025682492257355521 -0.0025283741326801311 0.00097895771023971266 0.00026844192210076083 0.0020632624585306268 -0.0022994717830323217 -0.00066460157082919025 0.0023914042818369641 0.0031978678122472574 -0.00013398693775170363 -0.00031750957290939944 0.0028859655596342247
leaf_weight=0.0011941242612232899 0.0010685505990958299 0.0014833183703888975 0.0010703668523053276 0.0015720758658461795 0.0016526942778221088 0.0010507178541672157 0.0010775389953714409 0.0016728016907797683 0.0012276686112774049 0.0015614855391650195 0.0014501779840436768 0.0010062915145175322 0.0014393993093513302 0.0010056262351862966 0.0012246108522409047
leaf_count=768 75 67 126 440 170 111 53 149 688 78 40 70 71 112 103
internal_value=0 -0.000622071 0.000324808 0.000105742 -0.000249248 -0.00179324 0.00018423 -0.00030947 -0.000787567 0.000746274 0.000410367 0.00168308 -0.00141376 0.00128213 0.00165104
internal_weight=0 0.00741163 0.0133458 0.0122754 0.00998229 0.00347251 0.00841021 0.00632638 0.00227839 0.00323429 0.00393912 0.00208383 0.00309209 0.0024558 0.00229316
internal_count=3121 1786 1335 1209 1031 1567 591 468 799 227 219 123 241 152 178
is_linear=0
shrinkage=0.00600863


Tree=1492
num_leaves=31
num_cat=0
split_feature=31 1213 160 133 133 376 1 376 48 14 0 0 42 4 14 1375 48 16 160 15 42 16 3 132 3 13 4 0 3 0
split_gain=0.00109439 0.000686138 0.000578801 0.000490929 0.000519016 0.000529989 0.000616026 0.000553803 0.000486473 0.000474798 0.000584992 0.00101058 0.000738737 0.000609408 0.000558141 0.000688434 0.00058804 0.000506826 0.00057371 0.000496057 0.000473842 0.000625694 0.000401673 0.000273977 0.000389652 0.000245453 0.000192553 0.000155562 0.000116999 8.99029e-06
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.40698999999999991 -0.25159999999999993 -0.15387499999999996 0.11430500000000002 0.13534000000000004 0.088055000000000008 0.12649500000000002 0.076975000000000002 -0.10607499999999999 -0.077999999999999986 0.083995000000000014 0.09173000000000002 -0.10708499999999999 1.0000000180025095e-35 0.097025000000000014 -0.094359999999999986 0.083670000000000008 0.024640000000000006 0.091735000000000025 0.25084500000000004 0.090900000000000009 0.081465000000000024 -0.034684999999999994 0.090705000000000008 0.10637500000000001 -0.14116499999999996 -0.084854999999999986 -0.097024999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 7 8 9 10 14 12 29 20 -6 16 17 18 27 -14 21 23 -19 24 25 -13 -8 -16 -29 -12
right_child=1 2 3 4 5 -7 26 -9 -10 -11 11 13 19 -15 15 -17 -18 22 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0013463065741234832 -0.00086348571920894662 -0.00090157825127897657 -0.00086761794367811156 0.00095458727366262936 -0.00053700855096203398 -0.00094281094931537239 0.00035740312176472689 0.00095290729904533398 -0.000714575006664458 -0.0007540630609955308 -0.0011681391959694025 -0.00044836087759799468 -0.00085463375625971093 0.00078258066238228168 0.00065355095327434935 -0.00060501413616485887 0.0012864131670156653 0.00025957010026963215 -0.00069199903168495891 0.00033549493110305087 -0.00074121839483883944 -0.00068953388460895573 0.0012949090743016958 0.00093436387980662893 0.00084773115196325199 0.0003230008119774571 0.0011598330538928133 0.00044445883256615318 -0.00017978453038429152 -0.0013453728505560484
leaf_weight=0.0010231825501347816 0.0018516209802074126 0.001314625048900119 0.0011252292420653722 0.0010789656985932252 0.0014028346452619198 0.0010332334348892571 0.0011742738857662962 0.0010397599350128175 0.0018511792031539178 0.001442970162196743 0.0010298956863128983 0.0016154431051229609 0.0011175496876641988 0.0019153549394617117 0.00173285371050014 0.0011727604192230965 0.0014205746318616272 0.0012651299453718548 0.0012590577339928188 0.0014676624585425735 0.0015117467036469545 0.0014396124561790735 0.001464791114059949 0.0010322193455269968 0.0010903593860440907 0.0013906358897202153 0.001005709049811343 0.0010258269142013887 0.0011577962779778517 0.0010441346592950833
leaf_count=86 491 215 158 41 29 23 36 25 51 59 45 80 322 88 57 33 37 48 39 118 218 195 28 30 50 37 87 15 33 347
internal_value=0 -6.36078e-05 -2.42409e-05 7.52576e-06 3.55153e-05 6.43761e-06 3.60957e-05 -1.27049e-05 -4.63395e-05 -2.15878e-06 3.8697e-05 -0.000141329 -0.000659016 9.99862e-05 0.000260365 0.000366909 0.000489129 0.000345861 9.83522e-05 -0.00017898 -6.18218e-05 9.45475e-05 0.000815101 0.000314639 0.000158481 -9.15229e-05 0.000727595 0.000352432 0.000113474 -0.00125736
internal_weight=0 0.0394738 0.0376222 0.0363076 0.0351823 0.0341034 0.0330701 0.0308901 0.0298504 0.0279992 0.0265562 0.0146546 0.00465924 0.00999537 0.0119016 0.0104988 0.00932603 0.00790546 0.00517553 0.00258521 0.00808002 0.00656827 0.00272992 0.00512866 0.00409644 0.00300608 0.00217998 0.00391648 0.00218362 0.00207403
internal_count=3121 3035 2544 2329 2171 2130 2107 1984 1959 1908 1849 1530 832 698 319 290 257 220 144 440 610 392 76 197 167 117 123 105 48 392
is_linear=0
shrinkage=0.00134594


Tree=1493
num_leaves=17
num_cat=0
split_feature=160 41 484 1 52 49 4 1 47 0 0 43 13 160 13 1
split_gain=0.000108303 0.000145338 0.000137576 0.000190008 0.000177276 0.000218406 0.000163045 0.000170018 0.000230014 0.000154578 0.000184017 0.000133429 0.000200007 0.000112412 0.000108473 1.67492e-05
threshold=-0.23055499999999998 1.0000000180025095e-35 0.085515000000000022 0.094385000000000011 0.070205000000000017 -0.08130999999999998 0.27044500000000005 0.10587000000000001 0.10783500000000001 -0.084269999999999984 -0.11437499999999999 -0.084004999999999982 -0.0034749999999999994 0.083670000000000008 -0.094514999999999988 0.11353000000000001
decision_type=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 -7 15 10 13 12 -11 -2 -13 -9
right_child=1 -3 -4 4 -6 6 -8 8 -10 11 -12 14 -14 -15 -16 -17
leaf_value=-0.0015306756357059065 0.00057732054383869346 -0.0014095864269209487 0.0014495165300856779 0.0022637371738159408 0.0021509374193988511 0.0010929207155167459 0.0014365781702168404 -0.0016795124423665134 0.00038951677167306986 0.0024109265226286893 -0.0028786349679765905 0.000160901739857427 -0.00038960521569975976 -0.0015930804987297664 -0.0019132079383352674 -0.0025571370335535351
leaf_weight=0.0010407337992757995 0.0011499491136004458 0.0014395443604877647 0.001810904432437698 0.0010628089938284901 0.001366739892171287 0.0011362927180611493 0.001245613638041862 0.0010265303757943656 0.001483062113504019 0.0010912769762043695 0.0011150829976097317 0.0013745310479293922 0.001310979456882631 0.0010813126394468853 0.0010301846416065977 0.0010050400593337727
leaf_count=326 61 155 212 101 93 158 210 65 55 75 645 24 157 66 643 75
internal_value=0 6.88364e-05 0.000185196 4.62613e-05 0.000559755 0.000247265 -0.00011619 -0.000532053 -0.00105741 -0.000478114 -0.00127561 7.70612e-05 0.000882597 -0.000474498 -0.000727651 -0.00211368
internal_weight=0 0.0197299 0.0182903 0.0164794 0.00832609 0.00695935 0.00589654 0.00465093 0.00351463 0.00815332 0.00334634 0.00480697 0.00240226 0.00223126 0.00240472 0.00203157
internal_count=3121 2795 2640 2428 757 664 563 353 195 1671 772 899 232 127 667 140
is_linear=0
shrinkage=0.00483252


Tree=1494
num_leaves=31
num_cat=0
split_feature=160 1213 14 1429 1374 480 38 124 484 453 158 16 2 4 0 13 51 457 12 4 1 43 484 12 52 1 2 1 4 2
split_gain=0.000670581 0.000646273 0.000554036 0.000438452 0.00044234 0.000391126 0.000378886 0.000673222 0.000358012 0.000400458 0.000658281 0.000430695 0.000459626 0.00096373 0.00116615 0.000443758 0.000442371 0.000330359 0.000513783 0.000270111 0.00026673 0.000431667 0.000263269 0.000202054 0.000197694 0.000190647 0.000167056 0.000156589 0.000139799 6.97333e-05
threshold=-0.40698999999999991 -1.0000000180025095e-35 0.076975000000000002 -1.0000000180025095e-35 -0.094929999999999987 0.084710000000000021 0.10386000000000002 -0.043384999999999993 0.08660000000000001 1.0000000180025095e-35 0.087355000000000016 -0.083539999999999989 0.10981000000000002 -0.49013999999999996 -0.077999999999999986 0.14871000000000004 0.14431500000000003 -0.0029299999999999994 0.092355000000000007 0.0067750000000000006 0.090475000000000014 -0.074974999999999986 0.091880000000000003 0.098330000000000015 0.084960000000000022 0.10887500000000001 0.083995000000000014 0.093205000000000024 -0.10429499999999998 0.092755000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 7 27 9 10 11 15 13 -13 19 17 25 -9 24 -15 28 -22 -10 -20 26 -14 -19 -6 -16 -28
right_child=1 2 -4 4 5 -7 -8 8 22 -11 -12 12 16 14 20 -17 -18 18 23 -21 21 -23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=-0.00094119952691396774 -0.00077755810874005073 -0.00073805428924630879 -0.00071667039893650371 -0.0006091312248415119 0.00048358037269580049 -0.00062948731470068204 -0.00060864209630147304 -0.0001898443136105676 0.001092815521227807 -0.00065609527246769878 -0.00083645482518282066 -0.0013197246707822641 0.00041297432601790146 -0.00088500359418759559 0.00044823711391368787 -0.00031145436222798672 -0.00025011949796621046 0.00056316707816746279 -0.00035108405797186471 -0.00010578791151601329 -0.00039456813323386283 0.00069824243633202581 0.00017889055639103114 0.00044819233090990292 0.00029899476695446632 0.0012126619269815298 0.001276159141763772 0.0011617447153599745 0.0011095190842222529 0.00085533020117053787
leaf_weight=0.001298523579218446 0.0016725639377276327 0.0010587515644245862 0.0015214102923040143 0.0013690473746592593 0.0010216322275375935 0.0010623952948631268 0.0010113654199699331 0.001036883878324347 0.0011626766394847712 0.0011446903554950252 0.0011351089079719703 0.0010372691813671413 0.0010322670208542392 0.0019635349429322135 0.0011035835660777593 0.0013277600240826368 0.0010085225519489427 0.001341822513860713 0.0010458548399203682 0.0012792696373779555 0.001251837177676407 0.0012657540697542657 0.0010394982594355007 0.0011632419419234097 0.0010021518658325235 0.0010441632902065123 0.0018978411068147905 0.0014125453504539864 0.0011231919571639557 0.0010733937954467976
leaf_count=240 466 140 74 53 33 170 33 39 36 55 147 52 87 371 16 30 20 63 49 36 35 83 123 68 112 60 49 181 109 91
internal_value=0 2.373e-05 6.20902e-05 9.75466e-05 0.000124888 0.000157317 0.000185249 0.000213017 0.000151971 0.000105761 0.000143459 0.000194023 2.71713e-05 -0.000123137 3.22607e-05 0.000398339 0.000466868 0.000508421 0.000604645 -0.000577607 0.000449109 0.000154858 0.000661413 6.97901e-05 0.000826941 0.000815109 0.00094961 0.000877117 0.00078179 0.00112413
internal_weight=0 0.03661 0.0349375 0.0334161 0.0323573 0.0309883 0.0299259 0.0289145 0.0264803 0.0242781 0.0231335 0.0219983 0.0121094 0.00902444 0.00798717 0.00988895 0.00308495 0.00856119 0.00752431 0.0032428 0.00474437 0.00251759 0.00220217 0.0022091 0.00531521 0.00207643 0.00431306 0.00243418 0.00222678 0.00297123
internal_count=3121 2881 2415 2341 2201 2148 1978 1945 1731 1572 1517 1370 869 702 650 501 167 471 432 407 243 118 159 117 315 147 203 214 125 140
is_linear=0
shrinkage=0.00131955


Tree=1495
num_leaves=17
num_cat=0
split_feature=1447 403 3 1 48 2 2 12 3 1375 43 13 3 1 2 2
split_gain=0.000105049 0.000119927 0.00015572 0.000138354 0.000229952 0.000193655 0.000323329 0.000293891 0.000196685 0.000223628 0.000193084 0.000259461 0.000222726 0.000162016 0.000256948 0.0002503
threshold=-1.0000000180025095e-35 0.085855000000000015 -0.20241999999999996 0.13534000000000004 0.12879500000000002 0.088850000000000012 0.084245000000000014 0.098810000000000023 -0.10831999999999999 -0.012484999999999998 -0.074359999999999996 -0.0065549999999999992 -1.0000000180025095e-35 0.111945 0.10855000000000002 0.096540000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 10 8 -7 -10 11 -4 -12 14 15 -11
right_child=1 -3 3 -5 -6 7 -8 -9 9 13 12 -13 -14 -15 -16 -17
leaf_value=-0.0014179766881784418 0.0016694080884251089 -0.0013894583336287202 0.0020282379661212993 0.0012498604370516149 -0.0021638653216032732 0.0024356711562579531 -0.0026494939970995112 -0.0016841576131453664 0.002347165955165193 -0.00064866599944633872 -0.0023702348812984467 -0.00082660558601393443 0.00045636527432551361 0.0016550989673544791 -0.0019365880324713159 0.0019672189040848237
leaf_weight=0.0010051049842063472 0.0012464704206421864 0.0010735892891974635 0.0014481478986538426 0.0016902235885824781 0.0010019704615629168 0.0012056026703444189 0.0011951190877487194 0.0011033036886454739 0.0010582007413342254 0.0017604008943637173 0.0011610339069029717 0.0011293996507780717 0.001065593998249798 0.0010723614664835956 0.0013069391254458829 0.0012444696001595035
leaf_count=300 133 272 221 156 57 61 506 205 46 312 330 72 42 94 128 186
internal_value=0 6.1595e-05 0.00014495 3.6011e-05 -9.42331e-05 4.63519e-05 -0.000571478 0.000469895 0.00078064 0.000470924 -5.45364e-05 0.000777336 -0.00101751 0.000102169 -0.00028405 0.000434705
internal_weight=0 0.0197628 0.0186892 0.0174428 0.0157525 0.0147506 0.00599929 0.00875128 0.00764797 0.00644237 0.00480418 0.00257755 0.00222663 0.00538417 0.00431181 0.00300487
internal_count=3121 2821 2549 2416 2260 2203 1171 1032 827 766 665 293 372 720 626 498
is_linear=0
shrinkage=0.0044645


Tree=1496
num_leaves=17
num_cat=0
split_feature=1374 457 484 4 150 42 1 0 156 151 42 15 124 43 16 1
split_gain=0.000103134 0.000223926 0.000216982 0.000146221 0.000151755 0.000157224 0.000251411 0.000142454 0.00011907 0.000146797 0.000203452 0.000294821 0.000211159 0.000122893 0.00028854 0.000152149
threshold=-0.094929999999999987 0.088350000000000026 -0.0068949999999999992 0.27044500000000005 0.086615000000000011 0.091545000000000015 0.11414000000000001 -0.15202999999999997 0.087045000000000011 -0.016164999999999995 0.083995000000000014 0.013270000000000002 -1.0000000180025095e-35 0.05259500000000001 0.22339500000000004 0.095285000000000022
decision_type=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 -5 9 -4 11 12 -11 14 15 -14
right_child=1 -3 3 7 -6 6 -8 -9 -10 10 -12 -13 13 -15 -16 -17
leaf_value=-0.0015973328791327377 -0.0023429160124331639 0.0021300872704693406 0.0021495702405352028 7.9124467637706048e-05 -0.0020297181282276514 -0.0030282956442215631 0.00054541573604314911 0.0025726303216694274 -0.0012898466648806036 -0.0017009949613861347 0.0017494623255795703 -0.0019609278645461034 -3.2505021940084116e-05 0.0023552061813709949 -0.0018751658687079012 0.0025473961609978227
leaf_weight=0.0010233385487161675 0.0010449109329209024 0.0012987180148862345 0.0011524919786309882 0.0013042474945895721 0.0010268159971680299 0.001062010473340814 0.0010101640858941607 0.001120008979232103 0.0011882850127262765 0.0010147679763941042 0.0018104423628945154 0.0018200668870695935 0.0011062110620514154 0.0011267320531656022 0.0010259299622371598 0.0013168678471435769
leaf_count=55 481 119 144 77 164 379 45 232 170 57 325 524 145 72 82 50
internal_value=0 7.30307e-05 -7.43242e-05 6.44215e-05 -0.000128501 1.46857e-05 -0.00128615 0.00123113 0.000247829 0.00042397 0.000208295 -0.000168221 0.00041542 0.00088478 0.000404417 0.00136959
internal_weight=0 0.0194287 0.01813 0.017085 0.0146608 0.013634 0.00207217 0.00242426 0.0115618 0.0103735 0.00922102 0.00741058 0.00559051 0.00457574 0.00344901 0.00242308
internal_count=3121 3066 2947 2466 2157 1993 424 309 1569 1399 1255 930 406 349 277 195
is_linear=0
shrinkage=0.00512831


Tree=1497
num_leaves=27
num_cat=0
split_feature=1213 160 14 124 40 483 484 52 39 42 453 1 160 42 160 133 1 12 43 4 48 0 12 484 43 12
split_gain=0.000579108 0.000583269 0.000407844 0.000403761 0.000516159 0.00043952 0.000400017 0.000429247 0.000517228 0.000560859 0.000445589 0.000522403 0.000427322 0.000415787 0.000374552 0.000446324 0.000511022 0.000349406 0.000518351 0.00034172 0.000237605 0.000346166 0.000381375 0.000193185 0.000170239 6.24138e-05
threshold=-1.0000000180025095e-35 -0.40698999999999991 0.076975000000000002 -0.043384999999999993 -0.041534999999999996 0.083960000000000021 0.08660000000000001 -0.40306999999999998 0.14059500000000003 -0.11051499999999999 1.0000000180025095e-35 0.10374500000000002 -1.0000000180025095e-35 0.090835000000000013 0.092865000000000017 0.10622000000000002 0.090540000000000023 0.088615000000000013 0.08845500000000002 0.053180000000000012 0.12879500000000002 -0.17169499999999996 0.098330000000000015 0.096415000000000015 -0.0037449999999999996 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 -5 9 -9 11 12 -11 20 15 16 17 24 -19 -18 21 -13 -23 -8 -14 -26
right_child=1 2 -4 5 -6 -7 23 8 -10 10 -12 13 14 -15 -16 -17 19 18 -20 -21 -22 22 -24 -25 25 -27
leaf_value=-0.00097530335692475978 -0.0010506097921138833 0.0011652188017157305 -0.00073963931834530796 -0.0008474170330181087 -0.00025178515282770739 -0.00082529880700198187 0.0012520124561985224 -0.0011085376878126245 0.0012186794405801961 -0.00098328823209192285 -0.00090107506050289652 0.0016086794718330353 0.00042178489836875062 -0.00022946867991624495 -0.00062171302853613263 -0.00066788985773048816 -0.00096722554639363102 -0.00049528131026575068 0.00092956922695473061 0.00030067790898852199 0.00013183156119479138 0.00012083183804617153 0.0013668092160956744 0.00028306098828921508 0.00085304744120430205 0.0013769681738924719
leaf_weight=0.0015241879878906675 0.0012255345332958792 0.0019588183878525012 0.0014976912386552845 0.0013124117027513973 0.0010070653575242608 0.001379836233104891 0.0010798632734037019 0.0010365190105966473 0.0010190286731095446 0.0011121139318620585 0.00108263021802557 0.0012994644806383349 0.0014573796534314027 0.0014885056459585932 0.0017772068300514485 0.0013892933773039804 0.0011413530229074098 0.0015839765564740205 0.0011332200112406099 0.0010615013714350141 0.0012858187758268969 0.0016608416314677346 0.0010296552779518464 0.0010500883064423761 0.0011490824575766095 0.001205507815816631
leaf_count=491 215 180 74 240 65 312 69 76 22 197 40 40 125 70 116 208 60 118 76 29 24 110 35 49 32 48
internal_value=0 3.85419e-05 7.99966e-05 0.000119981 0.000684075 5.96591e-05 0.000105991 4.72312e-05 9.84747e-05 4.63363e-05 0.000103728 0.000158739 -2.97719e-05 0.000521325 5.935e-05 0.000178938 0.000313671 0.000539695 9.89595e-05 -0.000356254 0.000733154 0.000926938 0.000597668 0.000774309 0.000853855 0.00112129
internal_weight=0 0.0334244 0.0321989 0.0307012 0.00296588 0.0277353 0.0263555 0.0242255 0.0229131 0.0218941 0.0208576 0.0197749 0.0130106 0.00676429 0.0118985 0.0101213 0.00873202 0.00652917 0.0027172 0.00220285 0.00527578 0.00398996 0.0026905 0.00212995 0.00381197 0.00235459
internal_count=3121 2630 2415 2341 245 2096 1784 1666 1426 1404 1328 1288 1009 279 812 696 488 399 194 89 209 185 145 118 205 80
is_linear=0
shrinkage=0.00160853


Tree=1498
num_leaves=14
num_cat=0
split_feature=124 484 151 4 160 48 484 133 13 2 15 12 15
split_gain=0.00011705 0.000179328 0.000147712 0.00023255 0.000199421 0.000201849 0.000156225 0.000209805 0.000233907 0.000325466 0.000128926 0.000243488 0.000311509
threshold=-0.043384999999999993 -0.0068949999999999992 -0.090369999999999992 0.27044500000000005 -0.091944999999999985 0.093675000000000022 0.084040000000000017 -0.0061299999999999992 -0.084034999999999985 0.10276500000000001 1.0000000180025095e-35 0.051320000000000005 -0.016799999999999995
decision_type=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 11 12 -10
right_child=1 2 3 -5 5 -7 -8 8 10 -11 -12 -13 -14
leaf_value=0.0013092366838734352 -0.0023959131535494413 -0.0018420399637582416 -0.0021956795434208399 0.0019967031184710419 -0.0024023489523241422 0.0019870199048465189 0.0018565208476377356 0.0029147257787463755 -0.00093986752798147055 -0.0011379480082506384 -0.0019994415588301508 -0.0019478681968097351 0.0028652095709142313
leaf_weight=0.001948318076129856 0.0010734619580815138 0.0013063999618845292 0.0013337682362785106 0.0019019170166960633 0.0014199618201003539 0.0015987165096262865 0.0011063505580484198 0.0016337171205629275 0.0014650919406253848 0.001039522840331486 0.0016914252247560713 0.0015558970862568078 0.0013033719113906272
leaf_count=259 488 144 332 232 557 127 120 101 51 43 366 258 43
internal_value=0 -0.000150093 -1.11912e-05 0.000137834 -0.000112057 0.00010482 -0.000163483 -0.000384556 -5.48085e-05 0.00133879 -0.000674084 -0.000155686 0.000851534
internal_weight=0 0.0184296 0.0173561 0.0160497 0.0141478 0.0128141 0.0112153 0.010109 0.00868903 0.00267324 0.00601579 0.00432436 0.00276846
internal_count=3121 2862 2374 2230 1998 1666 1539 1419 862 144 718 352 94
is_linear=0
shrinkage=0.00566207


Tree=1499
num_leaves=27
num_cat=0
split_feature=9 1213 14 3 39 47 150 123 151 50 4 1 1 402 4 51 15 4 160 52 16 3 49 4 43 16
split_gain=0.000573623 0.000477783 0.000439905 0.00046476 0.000395645 0.00047911 0.000512581 0.000442462 0.000519849 0.000569213 0.000649085 0.000709639 0.000667941 0.000472814 0.00046265 0.000497874 0.000492604 0.000348571 0.000316112 0.000276231 0.000254235 0.00040244 0.000411072 0.000286769 0.000102674 8.18659e-05
threshold=-1.0000000180025095e-35 -0.080769999999999995 0.062655000000000016 0.30112000000000005 0.15438500000000002 0.13148500000000005 -0.22665999999999997 1.0000000180025095e-35 -0.090369999999999992 0.10647500000000001 0.24564500000000003 0.090840000000000018 0.111945 0.085065000000000016 -0.033174999999999989 0.093135000000000009 -0.055554999999999993 -0.51843499999999987 -0.085764999999999994 -0.092399999999999982 0.0057500000000000008 -0.08824499999999999 -0.069799999999999987 0.0061450000000000003 -1.0000000180025095e-35 -0.5224049999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 8 -8 10 11 13 25 17 -13 16 -16 -10 -19 -20 21 -21 -23 -24 -22 -12
right_child=1 2 -4 -5 -6 -7 7 -9 9 -11 12 14 -14 -15 15 -17 -18 18 19 20 24 22 23 -25 -26 -27
leaf_value=0.0009921018408903799 -0.00099420595620527529 0.00097685585453356348 -0.0008000676549508285 0.00085668456134074897 0.00085599289669066549 -0.00076417242163315561 -0.00088071379620476128 0.0006140563906427422 -0.00073535106962903927 -0.0010354966304460939 0.00032872245612968241 -0.0013568726877752444 0.0012778611764390853 0.0009312516949139503 -0.0012257579357022083 0.00048422991832943325 -1.0394978784816601e-05 -0.00066845452305813236 -0.000422331799170611 -0.00052458197876571614 0.0003955910770655082 -0.00039646796112141928 0.00027517383585573334 0.001255707073378949 0.0010362557889878683 -0.00020050197289377838
leaf_weight=0.0011392478931454555 0.0010343121062981733 0.0010654610452291982 0.0013682244706219029 0.001320278055847445 0.0010385202098248661 0.0017558318150898691 0.0015795925247886746 0.001977958541208579 0.0011902287925504755 0.0010950777327221597 0.0012239761129482218 0.0011301158305865311 0.0015382246775366148 0.0012219074830764906 0.0014279782687225406 0.0011203641406893894 0.0012995175898709013 0.0010109169755344047 0.0013170588032530538 0.0014251129066014034 0.0010242668398950938 0.0010037484116054447 0.0014536701696195231 0.0010466061230693935 0.0010170829386226821 0.0011628578209315057
leaf_count=94 325 25 97 119 28 50 147 163 24 265 35 225 67 167 90 18 41 195 220 153 54 35 344 67 15 58
internal_value=0 -3.88407e-05 -7.78119e-06 2.78233e-05 -9.74882e-06 -4.17591e-05 6.41232e-06 -3.45106e-05 -8.95957e-05 -3.20315e-05 2.12765e-05 -0.000101641 0.000543898 9.03906e-05 -0.000553392 -0.00031741 -0.000646697 -7.56766e-06 8.55906e-05 0.000177569 0.000290919 0.000115375 0.00037565 0.000685621 0.000714796 7.0886e-05
internal_weight=0 0.0328489 0.0318146 0.0304464 0.0291261 0.0280876 0.0263317 0.0252663 0.0232883 0.0217087 0.0206136 0.0166886 0.00392506 0.0117106 0.00497798 0.00384786 0.0027275 0.0104887 0.00929846 0.00828755 0.00697049 0.00492914 0.00350402 0.00250028 0.00204135 0.00238683
internal_count=3121 3027 2702 2605 2486 2458 2408 2383 2220 2073 1808 1648 160 1274 374 149 131 1107 1083 888 668 599 446 411 69 93
is_linear=0
shrinkage=0.00142833


Tree=1500
num_leaves=15
num_cat=0
split_feature=11 156 3 3 1 484 457 160 50 2 0 43 16 2
split_gain=0.000104802 0.000128557 0.000134112 0.000160745 0.000182815 0.000170343 0.000225806 0.00017711 0.000257847 0.000303436 0.000299033 0.000212451 0.000231998 0.000144104
threshold=0.081790000000000015 0.091255000000000017 -0.12018999999999998 -0.078934999999999991 0.089875000000000024 0.085655000000000023 -0.0029299999999999994 -0.082299999999999984 0.041865000000000006 0.11411 -0.15599999999999997 -0.074359999999999996 -0.056919999999999991 0.10467500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 4 -4 6 -5 -8 9 10 -9 -12 -13 -1
right_child=-2 -3 3 5 -6 -7 7 8 -10 -11 11 12 -14 -15
leaf_value=0.00022567981585823338 -0.0011918049170615975 -0.001423871581226057 -0.001962088403240283 -0.0020067729171552536 0.00048026063252428754 0.0021880514009226552 -0.0015348434192955498 0.0024246381209488241 0.0027451079114898325 -0.0016935951971297075 0.0014569533772591597 0.00075029484605193346 -0.0019314115648565707 0.0026481863700553001
leaf_weight=0.0013203918864158034 0.0016083383852001356 0.0012186533781304498 0.0017697952096593769 0.0010665103059999135 0.0012016938335661087 0.001001959943532694 0.001063033677719206 0.0017291879330017003 0.0010983273192918816 0.0015214162150368749 0.0016724068147478989 0.0014038934195859144 0.0016258523605436268 0.0010136913020262206
leaf_count=127 175 224 1163 66 152 103 157 58 162 210 153 172 159 40
internal_value=0 9.37168e-05 0.000199469 3.3385e-05 -0.000974383 0.000279192 0.000108129 0.00033114 0.000550297 0.000247179 0.000706294 7.43835e-05 -0.000688789 0.00127777
internal_weight=0 0.0187068 0.0174882 0.0151541 0.00297149 0.0121826 0.0111806 0.0101141 0.00905108 0.00795276 0.00643134 0.00470215 0.00302975 0.00233408
internal_count=3121 2946 2722 2555 1315 1240 1137 1071 914 752 542 484 331 167
is_linear=0
shrinkage=0.00483252


Tree=1501
num_leaves=27
num_cat=0
split_feature=14 3 133 133 401 123 480 52 3 1456 42 1374 4 453 0 1 4 13 52 0 15 4 1 1 2 3
split_gain=0.000540551 0.000558746 0.000441761 0.000548533 0.000614299 0.000409873 0.000450081 0.000369042 0.000452594 0.00040978 0.000356825 0.000347045 0.000371317 0.000418125 0.000456485 0.000440678 0.000533015 0.000408828 0.000396974 0.000355871 0.000289201 0.000406305 0.000281032 0.000278927 0.000265728 0.000224556
threshold=0.076175000000000007 0.30112000000000005 -0.25159999999999993 -0.15387499999999996 0.083100000000000021 1.0000000180025095e-35 1.0000000180025095e-35 -0.43320999999999993 -0.15447499999999995 -1.0000000180025095e-35 -0.0060199999999999993 -0.094929999999999987 -0.49405499999999997 1.0000000180025095e-35 -0.23091999999999999 0.111945 -0.0016099999999999997 -0.091559999999999989 -0.088204999999999992 -0.14226499999999997 -0.03241999999999999 -0.083854999999999985 0.094465000000000007 0.12958500000000003 0.095545000000000005 -0.23446499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 -5 25 -10 -7 -11 -13 14 -14 16 18 -18 -16 -17 -20 24 -19 -21 -22 -9
right_child=-2 -3 3 4 -6 10 -8 8 9 11 -12 12 13 -15 15 19 17 22 20 23 21 -23 -24 -25 -26 -27
leaf_value=-0.0011105366778053308 -0.0010239842166732554 0.00078095749524915168 0.00084759807748622086 -0.0010258355302897391 -0.0012536924061533989 -0.00018805138173260007 -0.0011330770005450843 2.0093442230794382e-05 -0.0010826950433537965 -0.00086217966350460805 0.00098917811389425086 -0.00092557982360265639 0.00086954870046560223 -0.00085161709352502663 -0.00052398553235858748 0.0010282748000146726 -4.0986523491238758e-05 -0.0012664823071386066 0.00092975379862284718 -0.00039422092131772852 0.00070510135798661168 -0.00062776323280993793 -0.00039555148459674794 0.00045987821624892598 -0.00018992110024422564 0.00090846487374956911
leaf_weight=0.0010785235637238424 0.0015959643059968434 0.0012981257451123432 0.0011016950671807182 0.001026170105438119 0.0011284139438076926 0.001013648203025852 0.0010704901264946822 0.0012055956857962569 0.001059686544936155 0.0013795343863627343 0.0011858123011324042 0.0011125464182342058 0.0011912893814880329 0.0013193933658590664 0.0018783334629193151 0.0011477488675524228 0.0019743350253353942 0.001792253419221893 0.0010760394704767287 0.0014422336920922865 0.001884743824493538 0.0012139714346931724 0.0014012273015389098 0.0018559652126635129 0.0011239606318831363 0.0012101502074841541
leaf_count=180 101 130 45 242 229 20 224 40 210 47 193 38 43 48 104 23 56 199 89 45 205 461 28 65 20 36
internal_value=0 -0.000156532 -0.000193551 -0.000162446 -0.0001987 -0.000158434 -0.000207066 -0.000169367 -0.000134586 -0.000197979 0.000446638 -0.000154961 -0.000107169 -5.99949e-05 -1.91157e-06 -6.37407e-05 -0.000205382 -0.00056214 5.14999e-05 0.00032955 0.000255503 8.36874e-05 -0.000884338 8.63985e-05 0.000370748 0.000465117
internal_weight=0 0.0341719 0.0328738 0.0317952 0.0306935 0.0295651 0.0273657 0.0262952 0.025269 0.0228533 0.00219946 0.0217936 0.020414 0.0193015 0.0179821 0.0167908 0.0123449 0.00516782 0.00717705 0.00444595 0.00529872 0.00422268 0.00319348 0.0032982 0.0030087 0.00241575
internal_count=3121 3020 2890 2710 2665 2436 2223 1999 1757 1681 213 1471 1424 1386 1338 1295 1162 283 879 133 775 686 227 110 225 76
is_linear=0
shrinkage=0.00145689


Tree=1502
num_leaves=15
num_cat=0
split_feature=147 52 41 52 4 0 13 0 2 3 1 16 43 16
split_gain=0.00011108 0.000162569 0.000160877 0.000215653 0.000278418 0.000275955 0.000282708 0.000252053 0.000214809 0.000198284 0.000211153 0.000174265 0.000181338 8.31711e-05
threshold=0.08955500000000001 0.19022000000000003 1.0000000180025095e-35 0.10744000000000002 -0.49013999999999996 -0.077809999999999976 0.17001000000000002 -0.10011499999999998 0.11215000000000001 0.090900000000000009 0.094385000000000011 0.24134000000000003 -0.04890499999999999 -0.094359999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 11 8 9 10 13 12 -7 -6
right_child=-2 -3 -4 -5 5 6 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.0023130245082598382 0.0013939897896439635 -0.0015549851002840676 -0.0015148298170942869 0.0019694176486055258 -0.00016065076917858576 0.0037036787854791203 -0.0010291764745588175 -0.0018111380098459432 -0.0013262968797728323 0.0017455778321985565 0.001169786564061257 6.3339339030344988e-05 0.0012369722820309314 -0.0020164106763209196
leaf_weight=0.0010486472527757558 0.0011346429119247761 0.0015282321179610472 0.0013524917511702475 0.0012968680113900058 0.0010640013851805907 0.0011672789914573406 0.0010492747673058744 0.0018837112483699667 0.0017540341871380427 0.0019224673659312685 0.0016102079767463806 0.0010002220791063277 0.0014315248867972146 0.0010210636525362898
leaf_count=139 118 346 148 193 83 162 47 1127 114 66 76 201 229 72
internal_value=0 -0.00010181 2.43583e-05 0.000152471 -5.11827e-06 0.000168948 0.00109232 -0.000294791 9.26819e-05 0.000535731 -9.36918e-05 0.00171083 0.00234492 -0.00106942
internal_weight=0 0.01913 0.0176018 0.0162493 0.0149524 0.0139038 0.0046483 0.00925549 0.00737177 0.00561774 0.00369527 0.00359903 0.0025988 0.00208507
internal_count=3121 3003 2657 2509 2316 2177 639 1538 411 297 231 592 391 155
is_linear=0
shrinkage=0.00464487


Tree=1503
num_leaves=27
num_cat=0
split_feature=1213 160 448 3 448 1374 1456 124 42 151 49 52 52 130 39 43 16 3 43 49 15 4 13 13 3 0
split_gain=0.000450019 0.000483142 0.000415056 0.00048235 0.000448855 0.000532363 0.000478845 0.000403425 0.000478768 0.000384222 0.000470154 0.000352018 0.000388748 0.000524792 0.000461768 0.000395916 0.000422966 0.00047569 0.000434382 0.000408862 0.000342601 0.000361412 0.000273874 0.000236842 0.000202529 0.000282712
threshold=-1.0000000180025095e-35 -0.40698999999999991 -0.083859999999999976 0.30112000000000005 -0.013069999999999998 -0.094929999999999987 -1.0000000180025095e-35 -0.043384999999999993 -0.054814999999999996 -0.090369999999999992 0.10247500000000002 -0.43320999999999993 -0.081429999999999989 -1.0000000180025095e-35 0.096325000000000008 -0.15582499999999996 -0.083539999999999989 -0.13309499999999996 -0.00067499999999999993 -0.069799999999999987 -0.10203999999999998 0.0067750000000000006 0.18141000000000002 -1.0000000180025095e-35 0.084940000000000015 -0.089269999999999988
decision_type=2 2 2 2 2 2 2 2 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 -9 11 -11 14 -14 23 22 17 -17 -18 -19 -20 -22 -15 -13 25 -21
right_child=1 2 3 -5 5 6 7 9 -10 10 -12 12 13 15 -16 16 18 19 20 24 21 -23 -24 -25 -26 -27
leaf_value=-0.00088819371588559593 -0.00093621268060780261 -0.0009714825114466658 0.00071862566119878775 0.00071870085048189223 -0.00093260509908334719 -0.00099694571750269935 -0.00013360146714565913 -0.00075741977711513316 0.0011426917375338013 -0.00089224874850842505 0.00062888065168392542 0.00094663679332918917 -0.0010176293390798783 0.0009089130611307835 -0.00047617617938203297 -0.00070673460536574634 -0.0012246645663036809 -0.00044656177501458695 -0.00079558672187906166 -0.00025876282954101173 -0.00036877343900156961 0.00061295095093594828 -4.7198061994036523e-05 0.00018913556351905797 0.0009138907418346344 0.00072842200908302312
leaf_weight=0.0016022009510596171 0.0013830799417123832 0.0010117211833389197 0.0010857848870603473 0.0012643165801202718 0.0015402457035094122 0.0010787946856788402 0.0011096315025120873 0.0016566587069481989 0.0010236270410809425 0.0010671053655779651 0.0015519339112694533 0.0014005951006694772 0.0012947337675754964 0.0010301037433038092 0.0011024949582836285 0.001221693851386263 0.0011358456640012662 0.0011634995440044094 0.0016102667004469495 0.001069386815863882 0.0019421097298875289 0.001044767710061123 0.0011471226918473576 0.0016041123722620966 0.0012303725271962662 0.0010333613626179374
leaf_count=491 215 49 65 131 49 216 43 117 167 179 152 102 168 33 24 39 324 33 40 100 133 17 21 83 28 102
internal_value=0 -0.000157663 -0.000123392 -9.51754e-05 -0.000130482 -0.000163341 -0.00011866 -8.14148e-05 0.000478818 -0.000132694 -8.48888e-05 -0.000140006 -9.78252e-05 -0.000198745 0.000268861 -0.00012095 -0.000220979 3.80259e-05 -0.000479321 0.000240371 -0.000295165 -2.53801e-05 0.000405164 0.000542232 0.00048016 0.000226373
internal_weight=0 0.0328034 0.0314203 0.0304086 0.0291442 0.0280585 0.0265182 0.0254394 0.00213326 0.0233062 0.0216495 0.0200976 0.0190305 0.0149233 0.0041072 0.0136285 0.0114513 0.00571831 0.00573299 0.00449662 0.00459714 0.00298688 0.00217723 0.00300471 0.00333312 0.00210275
internal_count=3121 2630 2415 2366 2235 2170 2121 1905 210 1695 1578 1426 1247 1038 209 870 816 302 514 263 190 150 54 185 230 202
is_linear=0
shrinkage=0.00134594


Tree=1504
num_leaves=29
num_cat=0
split_feature=1213 9 133 133 475 1429 1374 148 1374 52 15 51 15 130 43 43 0 2 2 42 52 52 43 13 52 133 52 3
split_gain=0.000571209 0.000526033 0.000438518 0.000593486 0.000408281 0.000397762 0.00042126 0.000465542 0.000624948 0.000578812 0.000467758 0.000474621 0.000620827 0.000503685 0.000524653 0.000704974 0.000436941 0.000330855 0.000309602 0.000278372 0.000228256 0.000357098 0.000374504 0.000258868 0.000181673 0.000127156 2.07735e-05 1.46353e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.25159999999999993 -0.16271999999999995 -0.08459499999999999 -1.0000000180025095e-35 0.093235000000000012 -0.043434999999999994 -0.094929999999999987 0.41423000000000004 -0.24436499999999997 0.078435000000000019 -0.036009999999999993 -1.0000000180025095e-35 -0.053764999999999993 0.093175000000000022 -0.12333499999999999 0.08708500000000001 0.084655000000000022 0.09832500000000001 -0.24164999999999998 -0.077024999999999996 -0.14968999999999996 0.18141000000000002 -0.0027449999999999996 0.099660000000000012 -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
left_child=-1 -2 -3 -4 -5 -6 7 26 -9 10 27 13 24 -12 19 16 17 -16 -18 20 -15 -22 23 -23 -13 -17 -7 -10
right_child=1 2 3 4 5 6 -8 8 9 -11 11 12 -14 14 15 25 18 -19 -20 -21 21 22 -24 -25 -26 -27 -28 -29
leaf_value=-0.00079657012626993019 0.00089106943116127159 -0.00086411219076417529 0.0010019621530804382 -0.00078143180516274742 -0.00078674679060293854 0.00054862145541247575 -0.00078294249397075678 -0.00079606777173997013 0.00083365031252280312 -0.00086635333672624589 -0.00081378039378656201 0.000494166720204987 -0.00028462600601260947 -0.00039273131216093876 0.00051739034960174865 0.00066352661189723677 -0.0012927549170749231 -0.00042214742181222306 -0.0004500640758138853 0.0009043516630821497 0.00090413295528993687 0.00085267276377756687 -0.00033176937970425842 -2.6386496151898257e-05 0.0011373179533698643 6.4770795035203488e-05 0.00081733279013882886 0.00060933126839617319
leaf_weight=0.0015691430810415566 0.0011597380706231944 0.001021576629642861 0.001025205199817413 0.0011749098676240291 0.001050561795192805 0.0010024748662260663 0.0010462214001520911 0.0015275901524418592 0.0010242138491655004 0.0010917693733702985 0.0013482277222939256 0.0017957481282528942 0.0014176296171068961 0.0010359112214026684 0.0010555109736483104 0.0013480228967317487 0.0012487491624591091 0.0017097774025174317 0.0019361670929584074 0.001060405265731923 0.0012451874069108132 0.0012854914667528271 0.001917844734709029 0.0010678522199620843 0.0013319925371372277 0.0011397152322523141 0.0010013067699072833 0.0010017644337620979
leaf_count=491 94 170 43 212 132 69 47 34 93 153 147 95 99 84 28 26 151 58 189 37 120 34 280 24 59 19 59 74
internal_value=0 1.71911e-05 -1.26943e-05 1.37509e-05 -1.80432e-05 1.11816e-05 3.94638e-05 6.95554e-05 2.3334e-05 7.32786e-05 0.000116076 6.00669e-05 0.000439745 -3.91221e-05 2.59479e-05 -0.000200656 -0.000447278 -6.35257e-05 -0.000780468 0.000277117 0.000175607 0.000282334 0.00010106 0.000453791 0.000768062 0.000389217 0.000682899 0.000722734
internal_weight=0 0.0350716 0.0339118 0.0328903 0.031865 0.0306901 0.0296396 0.0285934 0.0265896 0.025062 0.0239702 0.0219442 0.00454537 0.0173989 0.0160506 0.00843794 0.0059502 0.00276529 0.00318492 0.00761269 0.00655229 0.00551638 0.00427119 0.00235334 0.00312774 0.00248774 0.00200378 0.00202598
internal_count=3121 2630 2536 2366 2323 2111 1979 1932 1804 1770 1617 1450 253 1197 1050 471 426 86 340 579 542 458 338 58 154 45 128 167
is_linear=0
shrinkage=0.00131955


Tree=1505
num_leaves=15
num_cat=0
split_feature=1374 150 15 151 403 132 11 13 52 0 39 15 2 47
split_gain=0.000121551 0.000236429 0.000247732 0.000214374 0.000170139 0.000210621 0.000144329 0.000155764 0.000217987 0.000213897 0.000164104 0.000192312 0.000122293 9.81227e-05
threshold=-0.094929999999999987 0.081835000000000019 -0.033689999999999991 -0.033849999999999991 -1.0000000180025095e-35 0.081465000000000024 0.081790000000000015 -0.076599999999999988 0.10160000000000001 -0.084269999999999984 0.090190000000000006 -1.0000000180025095e-35 0.087015000000000023 0.092530000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 6 7 8 9 -6 11 13 -13 -9
right_child=1 2 -4 4 5 -7 -8 10 -10 -11 -12 12 -14 -15
leaf_value=-0.0018970492293059948 -0.0020925524974675829 0.0026413117724561723 -0.00074586023295566929 -0.0020619930799389854 0.00038009917499905708 0.0025500943353179142 -0.0018968831176731668 0.0011991324410650312 -0.001154464536342714 0.0032472628300956922 0.0015794719673872411 -0.00029127095885909287 -0.002686289024302381 -0.00074894394593066145
leaf_weight=0.001024665959777237 0.0016525607062253525 0.0019792775232441717 0.0010022982162503627 0.0011220655181640596 0.0017004690762344177 0.001070730767335438 0.0011413009185989873 0.001600520152535298 0.0010757938433293424 0.0015170659504527978 0.0011612811722738481 0.0010651338650832232 0.0017143044621725501 0.0015864327712646897
leaf_count=55 244 238 130 725 269 164 134 250 196 148 80 170 204 114
internal_value=0 6.47129e-05 0.00150267 -0.00019659 1.57565e-05 0.000186766 -1.46696e-05 0.00017342 0.0010087 0.00173197 -0.00032971 -0.000701307 -0.00176847 0.0002294
internal_weight=0 0.0193892 0.00298158 0.0164077 0.0147551 0.013633 0.0125623 0.011421 0.00429333 0.00321754 0.00712767 0.00596639 0.00277944 0.00318695
internal_count=3121 3066 368 2698 2454 1729 1565 1431 613 417 818 738 374 364
is_linear=0
shrinkage=0.00555105


Tree=1506
num_leaves=29
num_cat=0
split_feature=9 160 1213 14 3 39 484 52 15 158 453 130 160 1374 457 15 43 2 133 160 475 43 0 1 52 1 4 160
split_gain=0.000569693 0.000497154 0.000518632 0.000501945 0.000540389 0.000490149 0.000560517 0.000448555 0.000501502 0.000456987 0.000743778 0.000589325 0.000598076 0.000459121 0.000479669 0.00054274 0.000550375 0.000604531 0.00040712 0.000386452 0.000346875 0.000345576 0.000417823 0.000281112 0.000217854 0.00020552 0.000146557 0.000131665
threshold=-1.0000000180025095e-35 -0.40698999999999991 -0.080769999999999995 0.062655000000000016 0.30112000000000005 0.15438500000000002 0.085130000000000011 -0.24164999999999998 -0.052074999999999989 0.087355000000000016 1.0000000180025095e-35 -0.0015749999999999998 -1.0000000180025095e-35 -0.094929999999999987 0.088350000000000026 0.097485000000000016 0.16180500000000003 -1.0000000180025095e-35 0.10622000000000002 0.043720000000000009 -0.051009999999999993 0.070450000000000013 0.047850000000000011 0.10797500000000002 0.091275000000000009 0.11212500000000002 -0.077679999999999985 -0.087874999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 8 -4 10 11 -9 23 -14 15 16 17 -15 19 21 -8 22 24 -13 25 26 -19 -22
right_child=1 2 3 -5 -6 -7 20 9 -10 -11 -12 12 13 14 -16 -17 -18 18 -20 -21 27 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.0009067879274199215 -0.00091259015018964622 -0.00091531166697524612 -1.4207637720501426e-05 -0.00075640939014819369 0.0008452873487441255 0.00085802650652717699 0.0010993771662270429 -0.00073741018198191053 -0.0013373894327958545 -0.0008109562912958215 -0.0010710097491474376 -0.0010313795359077037 -0.00063624985291197019 -0.00063959196794885172 0.00092986823202758848 -0.00057038056719704681 -0.00066791542881224335 0.00079765226932396508 -0.000258662435134589 1.1555360001572498e-05 0.00053045619698700722 0.0013724981221123235 -8.2806951086463186e-05 -3.2823367208349971e-05 0.0012644155185053945 0.0010883298561440871 0.00014378961199645657 -0.000152698643282166
leaf_weight=0.0012004776882501558 0.0012293513192226926 0.0011893452972243637 0.0010457737239726872 0.0015483241776017556 0.0015112142699873479 0.0012173233965686583 0.0011775357552465948 0.0016140574723371151 0.0011159735933770057 0.0013811247991536426 0.0011542433804871957 0.0011292666265464981 0.0011360363769199458 0.0010427808263650433 0.0018249611081273534 0.0016031127613036497 0.001069880634796406 0.0010409232666312909 0.0013284539174234231 0.0019846685249360618 0.0010107545348581048 0.0011861865257074555 0.0014505018312993556 0.0010035769364478142 0.0011980069299681873 0.0011260879667519541 0.0017032585978254047 0.0011219355249316712
leaf_count=94 240 303 126 84 119 28 118 186 172 164 46 287 19 66 63 107 104 118 182 125 74 18 25 41 33 48 89 42
internal_value=0 -5.45256e-05 -2.43136e-05 7.10747e-06 4.38464e-05 4.35209e-06 -3.09358e-05 -9.83375e-05 -0.000697283 -4.43374e-05 2.52033e-06 6.03101e-05 0.000125248 0.000208028 0.00026595 0.000183716 0.000275783 0.000359495 0.000454051 0.000551765 0.000501295 0.000690914 0.00056689 -0.000561524 0.000752828 0.00059447 0.000391813 0.000171072
internal_weight=0 0.0361447 0.0349153 0.033726 0.0321776 0.0306664 0.0294491 0.0261389 0.00216175 0.0239771 0.022596 0.0214418 0.0198277 0.0176949 0.0165588 0.0147339 0.0131307 0.0120609 0.0110181 0.00968963 0.00331023 0.00770497 0.00651878 0.00213284 0.00506828 0.00387027 0.00274418 0.00213269
internal_count=3121 3027 2787 2484 2400 2281 2253 2019 298 1721 1557 1511 1325 997 978 915 808 704 638 456 234 331 313 328 288 255 207 116
is_linear=0
shrinkage=0.00137286


Tree=1507
num_leaves=15
num_cat=0
split_feature=124 484 1 42 0 3 52 0 52 0 52 49 16 16
split_gain=0.000109233 0.000161037 0.000119681 0.000260415 0.000240919 0.000144188 0.000189136 0.000156107 0.000256104 0.000173341 0.000150935 0.000204916 0.000191025 0.000172958
threshold=-0.043384999999999993 -0.0068949999999999992 0.12811000000000003 0.091735000000000025 -0.053834999999999994 -0.15447499999999995 0.11434500000000002 0.062580000000000011 -0.10925999999999998 -0.077809999999999976 -0.081429999999999989 -0.065034999999999996 -0.083539999999999989 -0.27167499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -4 -3 7 8 -7 10 -10 -12 13 -13
right_child=1 2 4 -5 -6 6 -8 -9 9 -11 11 12 -14 -15
leaf_value=0.0011631743207044139 -0.0021452034540248282 0.0018518161167477263 0.0029509623028551066 -0.0020284250240718499 -0.00049368107711604168 -0.0024660369674405335 -0.0021183672565791376 0.0020010071370560735 0.0016825001043060937 0.0019016772294307867 -0.002638851636539521 -0.00049118988673165637 -0.0012991586092403167 0.0021163632660337359
leaf_weight=0.0019722170048229589 0.0010920687740898485 0.0011691071804902338 0.0010717641536754918 0.0019456115052280962 0.0012546337451535541 0.0011519817678831848 0.0012021810940214825 0.0011172946835795736 0.0011003609318178693 0.0014400419444173824 0.0010246006319443212 0.0014010436355762507 0.001961878710297787 0.0014988272539601111
leaf_count=259 488 148 99 450 84 249 228 26 87 116 84 95 351 357
internal_value=0 -0.000157965 -3.28045e-05 -0.000207298 0.00109326 6.38518e-05 -0.000111832 0.000113693 -0.00010645 0.000216118 -0.000131295 -0.000470355 -1.33506e-05 0.00085655
internal_weight=0 0.0184314 0.0173393 0.0150129 0.0023264 0.0130673 0.0118982 0.010696 0.00957873 0.00842675 0.00698671 0.00588635 0.00486175 0.00289987
internal_count=3121 2862 2374 2191 183 1741 1593 1365 1339 1090 974 887 803 452
is_linear=0
shrinkage=0.00533549


Tree=1508
num_leaves=16
num_cat=0
split_feature=147 11 4 0 52 15 15 12 52 3 0 49 3 0 457
split_gain=0.000118264 0.000126352 0.00012971 0.000148868 0.000131544 0.000665455 0.000158627 0.000141665 0.000212791 0.000180117 0.000173349 0.000156831 0.000154022 0.000144785 0.000113963
threshold=0.089025000000000007 0.087830000000000005 0.27287000000000006 0.18019500000000002 0.10160000000000001 -0.03241999999999999 -0.11713499999999999 0.097825000000000009 -0.24456499999999998 0.090900000000000009 -0.084269999999999984 -0.009244999999999998 -0.084074999999999997 -0.11437499999999999 0.032140000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 -1 8 -8 10 11 -10 -12 -13 -11
right_child=-2 -3 -4 -5 5 -7 7 -9 9 14 12 13 -14 -15 -16
leaf_value=-0.0021019733961548824 0.0016080175864781423 -0.0018849926810936204 0.001347311632189942 0.0017377874266390537 0.0014224994286526917 -0.0043568191936945427 -0.0023304849125386721 0.001404920345808359 -0.0028163775903565398 0.00033573888557408073 -0.00065510200362651344 0.0010801766048874335 0.0018244757506382554 -0.0016445843078308872 0.0026696102100596045
leaf_weight=0.0010349556228922948 0.0011845432261630697 0.0010997480978818244 0.0017746378092916145 0.0010831444585432939 0.0011238948928965764 0.0011449886773964588 0.0011574460061985264 0.00191387795746742 0.0011302114697753531 0.0013888232452536897 0.0014188547092067183 0.0010381516285322689 0.0014337994936854861 0.001193262679318071 0.0010428367630863633
leaf_count=159 124 118 260 23 195 327 223 256 131 79 325 74 323 476 28
internal_value=0 -0.000129671 -2.16997e-05 -0.00017256 -0.000310312 -0.00149403 -9.97052e-05 7.715e-05 -0.000182066 0.000105547 -0.000376182 -0.00119708 0.000591182 -0.000376906 0.00133664
internal_weight=0 0.0189786 0.0178789 0.0161042 0.0150211 0.00226888 0.0127522 0.0117173 0.00980339 0.00864594 0.00621428 0.00336163 0.00285265 0.00223141 0.00243166
internal_count=3121 2997 2879 2619 2596 522 2074 1915 1659 1436 1329 681 648 550 107
is_linear=0
shrinkage=0.00533549


Tree=1509
num_leaves=15
num_cat=0
split_feature=1 159 2 4 15 47 43 51 159 47 43 43 4 1
split_gain=0.00010501 0.000196981 0.000169856 0.000205036 0.000189024 0.000313441 0.000196518 0.000161632 0.000152944 0.000127442 0.000116191 0.000290791 0.000122237 0.000102825
threshold=0.094385000000000011 0.076905000000000015 -1.0000000180025095e-35 -0.033174999999999989 -0.016799999999999995 0.13148500000000005 -0.074359999999999996 0.087505000000000013 0.082585000000000006 0.090100000000000013 -0.15582499999999996 -0.0037449999999999996 -1.0000000180025095e-35 0.085110000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 -4 5 6 -5 8 10 -8 -1 -12 13 -13
right_child=1 -3 3 4 -6 -7 9 -9 -10 -11 11 12 -14 -15
leaf_value=0.0014097682895766476 0.0020552404365452234 0.0022866220842225745 -0.0021721539403607671 0.0019192401360907023 0.0017311392251142378 -0.0028978485598499318 0.00061068375746914166 -0.0023866158579386064 -0.0018699023490074587 -0.0017409484727490797 -0.0019539943868530567 0.00032284350553689903 -0.00084820261442055355 0.0023072374426731691
leaf_weight=0.0014860773171621053 0.0010433200655031458 0.001257602157581251 0.0012088937506933304 0.0013929293485541736 0.0016068220599016999 0.001032394099560463 0.0013019630549990779 0.0010150838237756874 0.0012597483964882639 0.0012227351139957321 0.0018462101870999345 0.0018089651999915746 0.0012375560058852635 0.001180897373217249
leaf_count=113 108 206 218 117 57 37 126 250 289 74 1020 276 135 95
internal_value=0 0.000350034 7.35625e-05 -0.000192674 0.000172285 -0.000333733 0.000341976 -0.000409959 -0.000182454 -0.000528234 9.87426e-05 -0.000222035 0.000534351 0.00110661
internal_weight=0 0.0100667 0.00880906 0.00776574 0.00655684 0.00495002 0.00391763 0.00983454 0.00881945 0.0025247 0.00755971 0.00607363 0.00422742 0.00298986
internal_count=3121 943 737 629 411 354 317 2178 1928 200 1639 1526 506 371
is_linear=0
shrinkage=0.00523088


Tree=1510
num_leaves=16
num_cat=0
split_feature=124 123 50 12 133 3 4 47 13 13 0 15 48 0 42
split_gain=0.000113491 0.000176795 0.000160013 0.000166485 0.000178344 0.000183557 0.000206464 0.00018845 0.000201773 0.000213516 0.000353313 0.000228766 0.000208271 0.000162043 9.3948e-05
threshold=0.0049200000000000008 1.0000000180025095e-35 0.10124500000000002 -0.015429999999999998 0.09389500000000002 -0.15447499999999995 -0.27825499999999997 0.10813000000000002 -0.094514999999999988 -0.036034999999999991 -0.073574999999999988 1.0000000180025095e-35 0.085700000000000012 -0.22491999999999998 0.08623500000000002
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 14 -10 11 12 13 -11 -8
right_child=-2 -3 -4 4 -6 6 7 -9 9 10 -12 -13 -14 -15 -16
leaf_value=-0.0022811254154341811 0.001751483347086587 0.0016208355531266677 -0.0023583035431474133 0.0020558959572602436 -0.0018327758806327694 -0.0021019189930643885 0.00085683279001394052 -0.0017663436926830969 -0.0018379924745965941 0.0028975313983885713 0.0034175185355219168 -0.0023056327350326313 -0.0010696953984615438 0.00014633649734619852 0.0031790704179141694
leaf_weight=0.0010152025174721647 0.0010110617276005698 0.0015803896734675046 0.0010326108598943942 0.0013981990788616257 0.0014292451306397455 0.0012710092401015923 0.0010654431989275404 0.001257527609047516 0.0014219760452229002 0.0012199668692751686 0.0010259611823777541 0.0010806475376529956 0.0015384096591787855 0.0013202663978873139 0.0010004762039659276
leaf_count=123 72 227 351 158 426 98 117 94 671 55 124 335 74 118 78
internal_value=0 -0.000120604 -0.000281765 -0.00014812 -4.03737e-06 0.000188149 -2.58771e-05 0.000215523 0.00047317 6.35645e-05 0.000500728 -7.92959e-05 0.000510578 0.00146762 0.00198144
internal_weight=0 0.0186573 0.0170769 0.0160443 0.0150291 0.0135999 0.0122017 0.0109307 0.00967315 0.00760723 0.00618525 0.00515929 0.00407864 0.00254023 0.00206592
internal_count=3121 3049 2822 2471 2348 1922 1764 1666 1572 1377 706 582 247 173 195
is_linear=0
shrinkage=0.0054422


Tree=1511
num_leaves=28
num_cat=0
split_feature=1213 3 484 454 52 4 11 150 160 50 39 42 43 43 12 131 12 12 15 48 48 160 0 14 133 16 2
split_gain=0.000628763 0.000468191 0.000477945 0.00046372 0.000384823 0.000355905 0.000768957 0.000509897 0.000533646 0.000466093 0.000354219 0.00047101 0.000450466 0.000736326 0.000597738 0.000483945 0.000424627 0.000410437 0.000935887 0.000347645 0.000336273 0.000503713 0.000566616 0.000327427 0.000224649 0.000178335 0.000117806
threshold=-1.0000000180025095e-35 0.30112000000000005 -0.0068949999999999992 -1.0000000180025095e-35 0.024145000000000003 0.27044500000000005 0.080455000000000013 -1.0000000180025095e-35 -0.22361499999999998 0.099210000000000007 0.15438500000000002 -0.095859999999999987 -0.050459999999999998 -1.0000000180025095e-35 0.051320000000000005 0.10033500000000002 0.092355000000000007 0.086700000000000013 1.0000000180025095e-35 0.11376500000000002 0.095425000000000024 0.088020000000000015 -0.11991499999999998 -0.45687499999999998 0.091250000000000012 0.013515000000000001 0.10222000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 6 7 -5 -9 10 11 -10 14 -14 26 16 25 18 20 23 21 22 -15 -7 -19 -16 -13
right_child=1 -3 3 5 -6 19 -8 8 9 -11 -12 12 13 17 15 -17 -18 24 -20 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=-0.00086924279931921119 -0.0011713618061579523 0.00075551209535325986 -0.00089302099748935708 0.00095799231422145741 -7.400064920796595e-06 0.00018996845284366284 -0.0011631131124903325 -0.0008720658860772052 -0.0007541836958670123 0.00095132567389611495 0.00083258294623487334 0.00063513264848836972 -0.0012879371222510193 0.00089764344520253689 -0.00022955976934006683 0.00091133652077393375 -0.00085283147057668869 7.7057804863626245e-05 -0.0010994715756065868 -0.00020721868639278008 0.0007647245083293305 -0.00082764614963655296 -0.00031024588766295948 0.0011769923415461841 0.0008358454093816694 0.0006014479706846497 0.0013124263324976826
leaf_weight=0.001705772985943931 0.0012720965423682609 0.0016757561420934755 0.0010741575582500209 0.0012099007180808021 0.0010642986446162128 0.001239579855986106 0.0011069150230702532 0.0013286536557111641 0.0016789491613731214 0.0011352668226323184 0.0010205707152408641 0.0010735532094709949 0.0010235100251076391 0.0013942041259724647 0.0010651803356260814 0.0010050920054484047 0.0013150879247664227 0.0018445626258096759 0.0018068490689486794 0.0011188999550723056 0.0011638288586368617 0.0013502943521856992 0.0018352129778023245 0.0015344285394531245 0.0014003028293334552 0.0010424294856603566 0.0010233344437029501
leaf_count=491 345 132 55 43 134 44 120 230 106 73 16 79 232 19 158 69 106 141 48 21 25 24 72 191 48 60 39
internal_value=0 1.89359e-05 -1.83242e-05 2.8935e-05 -0.000641142 6.22607e-05 1.56996e-06 5.37291e-05 7.18657e-06 5.98608e-05 1.17664e-05 -3.00719e-05 3.62051e-05 -0.000130102 0.000337453 3.99462e-05 -0.000215942 -2.03266e-05 -0.000202904 0.000464854 7.91452e-05 -9.50791e-05 0.000211224 0.000735936 0.000404508 0.000181459 0.000965669
internal_weight=0 0.0348029 0.0331272 0.0307908 0.0023364 0.0297166 0.0258237 0.0247168 0.0235069 0.0221782 0.021043 0.0200224 0.0183434 0.0118188 0.00652468 0.00442779 0.0034227 0.0107953 0.00755039 0.00389291 0.00574354 0.00457971 0.00322942 0.00277401 0.00324487 0.00210761 0.00209689
internal_count=3121 2630 2498 2019 479 1964 1708 1588 1545 1315 1242 1226 1120 609 511 393 324 377 188 256 140 115 91 235 189 218 118
is_linear=0
shrinkage=0.00142833


Tree=1512
num_leaves=15
num_cat=0
split_feature=1 13 52 52 13 47 1 3 12 160 0 15 15 13
split_gain=0.000101552 0.000124964 0.000123345 0.000202605 0.000192127 0.000127711 0.000183644 0.000216847 0.000175519 0.000303799 0.000298265 0.000180594 0.000105939 7.5046e-05
threshold=0.12337000000000002 -0.059629999999999996 0.11434500000000002 0.10024500000000001 0.17001000000000002 0.092530000000000015 0.094090000000000021 0.12178000000000001 0.086700000000000013 0.086075000000000013 -0.13027499999999997 0.088345000000000021 -0.013969999999999998 0.043850000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 8 12 9 10 -1 -10 -8 -3
right_child=1 13 -4 -5 -6 -7 7 -9 11 -11 -12 -13 -14 -15
leaf_value=0.0014521601482091666 0.0022631248725147198 -0.00091346280428314408 -0.0014518715083134464 0.0021563429001448769 -0.0021025287065500786 -0.0012782789761270092 0.0028318126816659255 -0.00071059083257477809 -0.00063192914840657472 -0.0032595423507680485 -0.0018988691646562241 0.0019015103312997744 0.00068832216344586047 0.0010053371080519283
leaf_weight=0.0015135313768688263 0.0010510593267377549 0.0010090500215751965 0.001798417164820861 0.0010369590756189604 0.0012603610092252202 0.0017626433734334876 0.0015207711272057223 0.0011477224848528422 0.0014496871552619819 0.0011135151564587442 0.0012972858942456034 0.0015115987593005697 0.0010085722900432526 0.0011436185028493862
leaf_count=70 159 81 438 112 114 204 188 53 582 106 503 281 176 54
internal_value=0 0.000813637 -0.000184503 -2.86316e-05 -0.000195405 -3.86552e-07 0.000212861 0.00113819 -0.000281284 -0.000992535 -9.44516e-05 0.000661274 0.0019771 0.000105912
internal_weight=0 0.00320373 0.0164211 0.0146226 0.0135857 0.0123253 0.0105627 0.00367707 0.00688562 0.00392433 0.00281082 0.00296129 0.00252934 0.00215267
internal_count=3121 294 2827 2389 2277 2163 1959 417 1542 679 573 863 364 135
is_linear=0
shrinkage=0.00512831


Tree=1513
num_leaves=15
num_cat=0
split_feature=147 11 48 0 16 151 2 16 15 3 13 2 43 13
split_gain=9.6798e-05 0.000140469 0.000132923 0.000318907 0.000223687 0.000200336 0.000205271 0.000156274 0.000147599 0.00037771 0.000173001 0.000127887 0.000115521 1.81747e-05
threshold=0.089025000000000007 0.081790000000000015 0.016865000000000002 -0.20211999999999997 -0.062804999999999986 -1.0000000180025095e-35 0.113445 -0.094359999999999986 -0.016799999999999995 0.10542000000000001 0.0076650000000000008 0.084245000000000014 -0.079109999999999986 -0.033284999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 7 -5 -1 8 -4 12 10 11 -10 -7 -14
right_child=-2 -3 3 4 -6 6 -8 -9 9 -11 -12 -13 13 -15
leaf_value=-0.0026764083380291276 0.0015540180623712348 -0.0017954249522271176 -0.0020868148452253751 0.0037562478972325403 0.00067999866725104458 -0.0028668598662513864 0.002151540307985686 0.00068606412371004374 0.001201665579047533 0.0029198000226210077 -0.0020223767539177817 -0.0010086436476197506 -7.2827807311049485e-05 -0.0011120775272015178
leaf_weight=0.0010135256612133223 0.0011319143083258201 0.0014201180202878519 0.0012823249484839039 0.0012397335233354789 0.0017657849041782794 0.0010312368607715838 0.0011219134909212789 0.0012241872041656165 0.0017659156698357501 0.0012065929942579601 0.0016333156201391585 0.0014848797123900859 0.0010349313527837217 0.0010392181919079415
leaf_count=229 124 172 40 199 291 257 272 41 429 33 153 591 195 95
internal_value=0 -0.000118838 2.25184e-05 0.000729563 0.00194891 -0.000321412 -9.00829e-05 -0.000732533 -0.000363559 0.000138597 -0.000548483 0.000192053 -0.00134846 -0.000593527
internal_weight=0 0.0182637 0.0168436 0.00551203 0.00300552 0.0113315 0.010318 0.00250651 0.00919609 0.0060907 0.00488411 0.0032508 0.00310539 0.00207415
internal_count=3121 2997 2825 571 490 2254 2025 81 1753 1206 1173 1020 547 290
is_linear=0
shrinkage=0.00555105


Tree=1514
num_leaves=15
num_cat=0
split_feature=1 0 47 12 2 3 15 43 13 0 48 3 1 4
split_gain=9.50308e-05 0.000200927 0.000123231 0.000177535 0.000280925 0.000234804 0.000119796 0.000136583 0.000148416 0.000306413 0.000337581 0.000136654 9.54779e-05 0.000256897
threshold=0.104035 -0.019414999999999998 0.13148500000000005 0.10345000000000001 1.0000000180025095e-35 0.12178000000000001 0.091650000000000023 -0.17390999999999998 -0.084034999999999985 -0.098289999999999975 0.086260000000000017 -0.10115999999999999 0.08844500000000001 -0.083854999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 -2 -6 7 -1 12 10 -10 -11 13 -9
right_child=1 -3 -4 -5 5 -7 -8 8 9 11 -12 -13 -14 -15
leaf_value=0.0012465029946845719 -0.0024988771051212945 0.0026307060261588824 -0.0015876161229193585 0.0021890116351308631 0.0020409778058679902 -0.00070537958403525029 -0.0019933372397052287 0.0015269674022522005 0.0015097267668109874 -0.0011157571494543525 -0.0023102124332156117 -0.0038164384515405074 0.0017517954840110957 -0.0019603711158812012
leaf_weight=0.0016641584574621513 0.0010545431052174647 0.0010273073997258547 0.0010436004716360969 0.001246318425828008 0.0017345000899963159 0.0018120678899269382 0.0011151644293198879 0.0012381055188068757 0.0018231245869343455 0.0010107978267681634 0.0010310461862816922 0.0011292127467383787 0.0010650569846921698 0.0011692247591586786
leaf_count=133 129 155 49 77 165 116 450 65 136 104 63 925 69 485
internal_value=0 0.000429461 0.000101302 0.000402726 -8.11311e-05 0.000637766 -0.000333563 -0.00015086 -0.00042552 -0.00101456 0.000129805 -0.00254082 0.000421668 -0.00016681
internal_weight=0 0.00791834 0.00689103 0.00584743 0.00460111 0.00354657 0.0112459 0.0101307 0.00846657 0.00499418 0.00285417 0.00214001 0.00347239 0.00240733
internal_count=3121 691 536 487 410 281 2430 1980 1847 1228 199 1029 619 550
is_linear=0
shrinkage=0.00533549


Tree=1515
num_leaves=14
num_cat=0
split_feature=124 484 15 42 13 42 1 12 3 15 51 47 48
split_gain=9.56787e-05 0.000140968 0.000120549 0.000425663 0.000175245 0.000170551 0.000209283 0.000189926 0.000155705 0.000188141 0.000303199 0.00016565 0.000276388
threshold=-0.043384999999999993 -0.0068949999999999992 1.0000000180025095e-35 0.083995000000000014 -0.0034749999999999994 0.079510000000000011 0.077845000000000011 0.093535000000000021 -0.097604999999999983 -0.016799999999999995 -0.071649999999999978 0.092710000000000015 0.085325000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 4 -4 8 -7 -8 -3 10 -10 12 -12
right_child=1 2 3 -5 -6 6 7 -9 9 -11 11 -13 -14
leaf_value=0.00097964204047322999 -0.0017683430560386305 0.0018423479748862631 -0.00050852692251410669 0.0010019456599759608 -0.0029650494315322956 -0.0023588614938343986 0.0013879202347943551 -0.0013035675851497625 -0.0022607535998120185 0.0014560667073082179 0.0027643879487858347 -0.00095669080341088746 -0.00021892595243697447
leaf_weight=0.0018144943954684625 0.0010123589391864826 0.001588945178402577 0.0010574563721033048 0.0018120569300483225 0.0013988429896255169 0.0010361509718543891 0.0011599169680589494 0.001023353036988528 0.0011470453762410585 0.001971570818497529 0.0011223361992315477 0.0012569710377595689 0.0015108847282946092
leaf_count=259 488 189 320 490 250 333 169 73 99 99 154 81 117
internal_value=0 -0.000120135 -1.64039e-05 -0.000672343 -0.0019075 0.000220521 -0.000673498 0.000126353 0.000555286 0.0002635 -0.00020327 0.000403391 0.00105263
internal_weight=0 0.0170979 0.0160855 0.00426836 0.0024563 0.0118172 0.00321942 0.00218327 0.00859775 0.00700881 0.00503724 0.00389019 0.00263322
internal_count=3121 2862 2374 1060 570 1314 575 242 739 550 451 352 271
is_linear=0
shrinkage=0.00455379


Tree=1516
num_leaves=24
num_cat=0
split_feature=133 1456 1213 52 453 1 133 42 0 160 15 2 2 42 4 3 43 49 1 4 52 4 160
split_gain=0.000612927 0.000521523 0.000458067 0.000487195 0.00050546 0.000470779 0.000491573 0.000402989 0.000455468 0.00051299 0.000453375 0.000365452 0.000549933 0.000421494 0.000395125 0.000500826 0.000350303 0.000383637 0.000344817 0.000305407 0.000432898 0.00027576 0.00020877
threshold=-0.25159999999999993 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.43320999999999993 1.0000000180025095e-35 0.11323000000000001 0.10622000000000002 -0.088934999999999986 -0.062294999999999996 -1.0000000180025095e-35 -0.010414999999999999 0.089885000000000007 0.11411 0.08623500000000002 0.0052350000000000009 0.090900000000000009 -0.24021999999999996 0.005085000000000001 0.086255000000000012 -0.35136499999999998 0.096795000000000006 0.053180000000000012 -1.0000000180025095e-35
decision_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 -5 9 10 -9 13 14 18 -13 -16 -7 22 -11 20 -10 -20 -18
right_child=1 2 3 4 -6 16 -8 8 19 11 -12 12 -14 -15 15 -17 17 -19 21 -21 -22 -23 -24
leaf_value=-0.0011701002273184673 -0.00092646597936363708 -0.0008077337724381043 -0.00093114820665280275 -0.00067064534554304881 -0.00068922776338272069 -4.2205977846947362e-05 -0.00072282957062492527 -0.0010401933634083943 -0.00034877410071530962 0.00028779070349091706 0.00025629239798090407 -3.0284475927539495e-06 -0.00049538247678263165 0.0006703380401786508 0.00023834049620744061 0.0015159638064161443 0.00054849692518238707 0.00019692776921681335 -0.0013447617895519118 0.00110581997406243 0.00081324846695915302 -0.00022189157278292674 0.0013767714116171561
leaf_weight=0.0010307821651063245 0.001289621207722357 0.0013430170691680612 0.0010201991677677149 0.0013055549752471465 0.0016102684960405114 0.001768011082397436 0.0016532137574579156 0.0016237835693510561 0.0013029163488127438 0.0010570617889045179 0.0010021498599100944 0.0012146554873657678 0.0010628018162135433 0.0011287152895000929 0.0011479008724775142 0.001826626292611877 0.0010960596782354504 0.0018246963352025469 0.0010018950903516455 0.0017445968284528551 0.0016945089915552103 0.0010080836427590611 0.0019307394005351744
leaf_count=187 282 444 233 159 65 19 303 253 67 145 139 88 39 72 56 33 104 69 69 69 24 19 183
internal_value=0 1.7599e-05 5.76909e-05 9.77357e-05 0.000135218 0.000185517 6.83932e-05 0.000140577 0.000203559 4.72227e-05 -0.000545408 0.00021194 0.000478394 -0.00012159 0.000725443 0.00102292 0.0005354 0.000745895 -0.000413031 0.000601609 0.000308142 -0.000781598 0.00107684
internal_weight=0 0.0316571 0.0303675 0.0290244 0.0280042 0.026394 0.0197745 0.0181213 0.0168157 0.0120737 0.00262593 0.00944774 0.00525198 0.00419576 0.00418918 0.00297453 0.00661951 0.0048515 0.00306704 0.00474202 0.00299743 0.00200998 0.0030268
internal_count=3121 2934 2652 2208 1975 1910 1535 1232 1073 913 392 521 216 305 177 89 375 356 233 160 91 88 287
is_linear=0
shrinkage=0.00151575


Tree=1517
num_leaves=24
num_cat=0
split_feature=14 1213 1456 3 453 52 39 1374 457 160 11 3 13 0 40 13 2 15 52 0 0 15 12
split_gain=0.000559766 0.000538977 0.000405767 0.000366177 0.000416457 0.000347228 0.000376501 0.000387649 0.000426418 0.000350263 0.000326017 0.000257054 0.000320011 0.000293786 0.000304055 0.000330202 0.000441194 0.000824687 0.000388349 0.00022868 0.00043569 0.000296747 0.00019214
threshold=0.076175000000000007 -1.0000000180025095e-35 -1.0000000180025095e-35 0.30112000000000005 1.0000000180025095e-35 -0.43320999999999993 -1.0000000180025095e-35 -0.094929999999999987 0.088350000000000026 0.08733500000000001 0.087830000000000005 -0.12018999999999998 0.14871000000000004 -0.23001499999999997 -0.073884999999999992 -0.084034999999999985 0.086950000000000013 -0.074054999999999996 0.093665000000000012 -0.077809999999999976 -0.10607499999999999 -0.016799999999999995 0.088615000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7 -8 9 10 11 12 -9 -13 -15 18 19 -18 22 20 -17 -21 -16
right_child=-2 2 3 -5 -6 6 7 8 -10 -11 -12 13 -14 14 15 16 17 -19 -20 21 -22 -23 -24
leaf_value=-0.00082302751993211954 -0.0008688159940158296 -0.00074079012146475607 -0.00063943100253295246 0.00082735868089083822 -0.00066061346791419101 -0.00062214731030711039 -0.00058976984157115128 0.0010078946981522709 0.00088421917589573862 -0.00044493577783680748 -0.0004150878380739366 0.00091412811502867197 5.4862213420373521e-05 0.00074243004066343852 0.0010105143927920592 0.00050203830243142409 0.00026105345983748777 -0.0012195822850659616 -0.00034434966044042054 -4.2149794463590637e-05 -0.00064167498883379442 0.00098241123042038143 0.00028615423198305126
leaf_weight=0.0014112627404905256 0.0014462141214566229 0.0011831256354513089 0.0011777260391566116 0.0012824396142772079 0.0014801724923384487 0.0012113720164244049 0.0012201093173160862 0.0018397984830351597 0.001750516424974923 0.0016978848431418161 0.0014629331913909019 0.0010343255650866372 0.0011063296973254921 0.001456684481242144 0.0014861929109213851 0.0011987579916876712 0.0013846509478171931 0.0015786186142360348 0.0010222070442602593 0.0010692558305738231 0.0014349205461648973 0.0011510589138979122 0.0013893219578138272
leaf_count=477 101 241 225 130 69 40 50 71 88 165 55 25 31 148 162 15 176 330 78 26 286 86 46
internal_value=0 2.24468e-05 6.27321e-05 9.61647e-05 6.16302e-05 0.000103272 0.000138981 0.00017858 0.00022107 0.000163921 0.000219455 0.000273577 0.000650012 0.000195509 0.000139079 6.40555e-05 -0.00010195 -0.000527724 0.000396997 0.000157976 -0.000121097 0.000489005 0.000660536
internal_weight=0 0.0310297 0.0296184 0.0284353 0.0271528 0.0256727 0.0244949 0.0232836 0.0220635 0.0203129 0.0186151 0.0171521 0.00294613 0.014206 0.0131717 0.011715 0.00781726 0.00296327 0.00389772 0.00485399 0.00263368 0.00222031 0.00287551
internal_count=3121 3020 2543 2302 2172 2103 1878 1838 1788 1700 1535 1480 102 1378 1353 1205 919 506 286 413 301 112 208
is_linear=0
shrinkage=0.00140032


Tree=1518
num_leaves=14
num_cat=0
split_feature=1 123 50 48 4 3 42 43 42 2 2 13 1
split_gain=0.000102755 0.000165834 0.000209254 0.000149171 0.000188605 0.000310571 0.000190075 0.000163307 0.000153384 0.000107461 0.000233225 0.000169945 0.000129411
threshold=0.14000500000000002 1.0000000180025095e-35 0.088425000000000017 0.11951500000000001 0.24564500000000003 -0.10519499999999998 -1.0000000180025095e-35 -0.20207499999999998 0.085505000000000012 0.089775000000000008 0.084055000000000005 -0.13710499999999998 0.086560000000000012
decision_type=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 -9 -11 -13
right_child=-2 -3 -4 -5 5 -7 7 8 -10 11 -12 12 -14
leaf_value=-0.0023127792681935959 0.0014509480800460007 0.0015648352359401093 -0.0022411386438381006 -0.0021238822068598128 0.0036931891744481976 -0.00015418125693650658 0.0020920691701623428 0.00067604246856487978 -0.0017033356285287677 -0.00058269403491007573 -0.0027798593462763145 0.0031226144178374028 0.00051471246568233109
leaf_weight=0.0012393080543846588 0.0013616139982104 0.0016135943006633366 0.0015493492153015867 0.0010369460821331175 0.001071953163867656 0.0016290235206652967 0.0010243856408180827 0.0014134441817053034 0.0017795299691047151 0.0018906149490760527 0.0010477972651748158 0.00103491480673501 0.0013526844094990942
leaf_count=626 124 236 518 57 70 145 48 96 733 60 215 54 139
internal_value=0 -0.000131599 -0.000301939 -9.5026e-05 6.1001e-05 0.00137275 -0.000267581 -1.99076e-06 -0.000253796 0.00012895 -0.000795201 0.000660611 0.00164512
internal_weight=0 0.0176835 0.01607 0.0145206 0.0134837 0.00270098 0.0107827 0.00954337 0.00851899 0.00673946 0.00246124 0.00427821 0.0023876
internal_count=3121 2997 2761 2243 2186 215 1971 1345 1297 564 311 253 193
is_linear=0
shrinkage=0.00555105


Tree=1519
num_leaves=16
num_cat=0
split_feature=41 1 0 42 42 49 13 4 484 160 4 16 13 2 15
split_gain=0.000109685 0.000104003 0.000141679 0.000132823 0.000144432 0.000194234 0.000187169 0.000152014 0.000129437 0.000126934 9.65936e-05 0.00014832 9.43094e-05 8.58822e-05 0.000137921
threshold=0.078475000000000017 0.104035 -0.033209999999999996 0.091735000000000025 0.083995000000000014 -0.083094999999999988 0.0076650000000000008 -0.077679999999999985 0.044540000000000003 -1.0000000180025095e-35 -0.0016099999999999997 -0.008069999999999999 -0.082759999999999986 1.0000000180025095e-35 -0.074054999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 4 5 -1 8 -6 10 -3 11 -7 -11 -14 -15
right_child=-2 2 -4 -5 7 6 -8 -9 -10 12 -12 -13 13 14 -16
leaf_value=-0.0027123728759119812 -0.0017640490658454426 -0.0013302613595792183 0.0023928935606467084 -0.0022777445422554792 0.0028740603517829855 0.0024876589627111641 -0.0019597528151957008 -0.00026661372819204921 0.0023280105696787995 0.0022563921999849733 -0.00097312271488298873 -0.00070352764270388958 -0.0010965895050512062 0.0024972890722676612 -0.00044520166189616797
leaf_weight=0.0011125009086914162 0.0011702902703423215 0.0013468504465845577 0.0013190291355612829 0.0010329564450971005 0.0010632758592098446 0.0010083238448331802 0.0013806288922864757 0.0010759898678573826 0.0010509540109613913 0.0010716684753989403 0.0018558689837485454 0.0010133445509797612 0.0011033598634373476 0.0010270956388340191 0.0011970034189339174
leaf_count=83 148 145 153 442 196 422 315 464 112 116 178 118 87 90 52
internal_value=0 9.81927e-05 0.000651783 -0.000270995 -5.41864e-05 -0.000442911 -4.27314e-05 0.00129439 0.000494288 0.000252099 -2.71779e-06 0.000888103 0.000736559 0.00024707 0.000913649
internal_weight=0 0.0176589 0.00706501 0.0105938 0.00956089 0.00742162 0.00630912 0.00213927 0.00492849 0.00574598 0.00387754 0.00202167 0.00439913 0.00332746 0.0022241
internal_count=3121 2973 643 2330 1888 1228 1145 660 830 490 718 540 345 229 142
is_linear=0
shrinkage=0.00589082


Tree=1520
num_leaves=25
num_cat=0
split_feature=1456 1213 14 3 453 11 4 484 159 133 1374 457 150 52 3 123 13 42 15 42 0 0 12 48
split_gain=0.000519657 0.000486625 0.000394383 0.00049422 0.00044278 0.000348127 0.000513795 0.000348241 0.00038187 0.000354496 0.00034304 0.000353793 0.000544044 0.000321154 0.000300929 0.000285366 0.000324816 0.000295404 0.000347632 0.00029634 0.000324762 0.000342082 0.000161672 3.156e-05
threshold=-1.0000000180025095e-35 -0.080769999999999995 0.076175000000000007 0.30112000000000005 1.0000000180025095e-35 0.088215000000000002 0.27287000000000006 0.085130000000000011 0.082585000000000006 0.10622000000000002 -0.094929999999999987 0.088350000000000026 0.088380000000000014 -0.40306999999999998 0.10893000000000001 0.088305000000000008 0.26746000000000009 0.091545000000000015 0.095175000000000023 0.088380000000000014 -0.10607499999999999 -0.084269999999999984 0.088365000000000013 0.016865000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 8 9 10 -3 12 13 -12 -8 16 17 18 19 20 23 -22 -23 -15
right_child=1 2 -4 -5 -6 -7 14 -9 -10 -11 11 -13 -14 15 -16 -17 -18 -19 -20 -21 21 22 -24 -25
leaf_value=-0.00096795732746235809 -0.0010173826424024416 -0.00070016864250505083 -0.0007629223351287986 0.0010140971601036934 -0.00080409774475443969 -0.00059192742818887239 0.0013077028777552394 0.00071680386120604302 -0.00088087462529622292 -0.00064497322083911833 -0.00060547584252740522 0.00090039405478380304 -0.00090046572705923132 0.00099529562929682232 0.00025317852127635613 -0.00050233379728550985 0.0011799091954220263 -0.00040591596455957963 -0.00047023312702218365 0.0012110096936050261 -0.00059981964994495129 0.00068169766909199642 -3.8037267290891303e-06 0.00062769811282627056
leaf_weight=0.001310970483866968 0.0010332505715207043 0.0011260688518746056 0.001324826280846291 0.0013470526034096144 0.0013630726298088361 0.0016292202140562031 0.0013361604029125665 0.0018159412844476188 0.0010883215479297039 0.0015590324294470484 0.001094185919230461 0.0014891863286194953 0.0011729470847225984 0.0012415751295016212 0.0012538719109613794 0.0010508048607604801 0.0010029019687243243 0.0013856674748702344 0.0010592442161490587 0.0011166146082683959 0.0011896614201105053 0.0017899756540846919 0.0015213496740333343 0.0010143955610795174
leaf_count=288 295 22 79 130 69 99 186 169 184 318 164 44 74 31 39 22 23 135 87 48 287 142 143 43
internal_value=0 2.58045e-05 6.17671e-05 9.99058e-05 5.47976e-05 9.99351e-05 0.000146307 6.86833e-05 9.54583e-06 6.10545e-05 0.000124847 0.000182449 0.000109416 0.000197378 0.000797192 0.000268382 0.000339917 0.000258274 0.000361304 0.000473172 0.000351241 0.000111276 0.000366752 0.000830006
internal_weight=0 0.0310053 0.0299721 0.0286473 0.0273002 0.0259371 0.0243079 0.0217179 0.0199019 0.0188136 0.0172546 0.0161285 0.0146393 0.0134664 0.00259003 0.0123722 0.0113214 0.0103185 0.00893282 0.00787357 0.00675696 0.00450099 0.00331133 0.00225597
internal_count=3121 2833 2538 2459 2329 2260 2161 1936 1767 1583 1265 1243 1199 1125 225 961 939 916 781 694 646 572 285 74
is_linear=0
shrinkage=0.00154607


Tree=1521
num_leaves=28
num_cat=0
split_feature=160 1213 9 14 3 39 484 475 457 49 16 42 47 13 12 12 51 3 49 0 4 12 16 2 2 13 16
split_gain=0.000533941 0.000531209 0.000438818 0.000413967 0.00044605 0.000432097 0.00045187 0.000447314 0.000369564 0.000406847 0.000515925 0.000590473 0.000610608 0.00034132 0.000415434 0.000341975 0.000325289 0.000285559 0.000276212 0.00021332 0.000193473 0.000211235 0.00030465 0.000289312 0.000160007 9.2357e-05 2.57338e-06
threshold=-0.40698999999999991 -0.080769999999999995 -1.0000000180025095e-35 0.062655000000000016 0.30112000000000005 0.13507500000000003 0.085130000000000011 -0.051009999999999993 0.080930000000000016 0.10247500000000002 -0.15241499999999997 0.10077000000000001 1.0000000180025095e-35 -0.080759999999999985 0.092355000000000007 0.095565000000000011 0.086310000000000012 0.090900000000000009 0.14705000000000004 -0.083554999999999977 -0.51843499999999987 0.10097500000000002 -0.083539999999999989 0.097220000000000015 0.094095000000000012 -1.0000000180025095e-35 0.10246000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 8 -8 9 10 13 12 16 14 -4 -15 20 19 -11 -10 -12 22 -22 25 -19 -24 -14
right_child=1 2 3 -5 -6 -7 7 -9 17 18 11 -13 26 15 -16 -17 -18 24 -20 -21 21 -23 23 -25 -26 -27 -28
leaf_value=-0.001100273770496981 -0.001051246815891739 0.00076639066104320958 0.00085633729393410848 -0.00086841081858095867 0.00069194895161860917 0.00067092735283403476 0.0011181399293825793 -6.1372370700578789e-05 -0.00067482063553658822 0.00074948687919066217 -0.00093150669093961262 0.00033762569249581691 -0.0013273381069275573 -0.00074012141206325542 -0.00023557513005289423 0.00027136346527143661 -0.0010877019802456758 0.00090334090073240694 -0.00020890776583215809 0.00023992597881133357 0.00020018508732832751 0.00022336565942704075 -0.0012111376696197702 -0.00010002074114095639 0.0001117261465375662 -0.00063308900727262476 -0.001428485465985897
leaf_weight=0.0012575473445738941 0.0012912490688371516 0.0011077644788821664 0.001399848838803619 0.0015484652487485198 0.0013477805947457169 0.0012551611528053277 0.0010046127571747832 0.0018898962364031205 0.0010806601294035545 0.0010989453663035323 0.0011131197000455659 0.0013095212834189343 0.0010025874654610032 0.0019610208721725546 0.0014442652388240163 0.0010454538692385995 0.0016456006665710454 0.0010569715059460805 0.0013887895620521284 0.0010026517999541787 0.0011984061432890256 0.0013136605625980735 0.001208102143190946 0.0013195958599183655 0.0010271140794770872 0.0010574768497856584 0.0010511819201020067
leaf_count=240 303 94 62 84 119 37 115 116 68 145 19 192 123 81 32 24 119 15 69 53 178 100 365 155 37 93 83
internal_value=0 -0.000152598 -0.000117306 -0.000148118 -0.000111213 -0.000148702 -0.00018595 0.000348007 -0.000248459 -0.000327083 -0.000401638 -0.00056864 -0.000677421 -5.28469e-05 0.000301855 -0.000388394 -0.000514694 0.000139385 0.000214459 -0.000234573 -0.000383918 -0.00028395 -0.000423268 -0.000631668 0.000513204 -0.000941329 -0.00137911
internal_weight=0 0.0341699 0.0328787 0.0317709 0.0302224 0.0288746 0.0276195 0.00289451 0.024725 0.0205576 0.0180698 0.0122193 0.0109097 0.00585059 0.00284411 0.00300647 0.00885596 0.0041674 0.00248773 0.00208331 0.00721036 0.00609724 0.00478358 0.00358517 0.00208409 0.00226558 0.00205377
internal_count=3121 2881 2578 2484 2400 2281 2244 231 2013 1840 1626 1427 1235 199 94 105 1029 173 214 121 910 891 791 613 52 458 206
is_linear=0
shrinkage=0.00142833


Tree=1522
num_leaves=26
num_cat=0
split_feature=1213 160 14 3 124 483 484 42 4 150 52 40 48 0 15 133 1 16 2 0 0 16 1 484 1
split_gain=0.000524568 0.000477768 0.000414991 0.000384792 0.000394625 0.000426647 0.000482606 0.00035334 0.000342879 0.000629882 0.000439112 0.000428463 0.000471499 0.000402837 0.000552699 0.000386498 0.000276384 0.00027591 0.000260604 0.00041706 0.000366561 0.000373554 0.000231271 0.000228333 0.000115766
threshold=-0.080769999999999995 -0.40698999999999991 0.076975000000000002 0.30112000000000005 -0.043384999999999993 0.083960000000000021 0.085130000000000011 -0.025789999999999997 0.0061450000000000003 0.087865000000000013 -0.12005499999999998 -0.063404999999999989 0.12649500000000002 -0.17169499999999996 -0.095869999999999983 0.10622000000000002 0.12958500000000003 -0.056919999999999991 0.10981000000000002 0.089620000000000019 -0.059114999999999994 -0.083539999999999989 0.095025000000000012 0.091880000000000003 0.10797500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 7 6 8 -3 9 10 -6 -10 13 14 -13 18 17 22 19 20 21 -12 -15 -8 -24
right_child=1 2 -4 -5 5 -7 23 -9 11 -11 15 12 -14 16 -16 -17 -18 -19 -20 -21 -22 -23 24 -25 -26
leaf_value=-0.0010392193451521665 -0.00091657587709231543 6.4062275122019578e-05 -0.00075532955057262016 0.0008675470467908611 -0.00090548485185789978 -0.00087354211785762377 0.0011499551431976374 0.0012254151818860146 -0.0007037003126757537 -0.0012393592181518254 0.00040982265663122564 8.3517042872667825e-05 -0.00067751462511465019 -0.00027932132508499968 0.0014284717907444679 -0.0007240154882681818 0.00071234339519570954 -0.00054919098126139697 0.00071885649893074039 -0.00079451968985519222 0.00097127173004985217 -0.00056986350875515063 0.00077764048643041593 0.00021506762054953127 0.00014535829404920745
leaf_weight=0.0010052692409244215 0.0010950181106625092 0.0010902702812991549 0.0012658354691086329 0.0012132312841977013 0.0011869399443798509 0.0011053372308033596 0.0010657445479580465 0.0010484044542953255 0.0010997371186183278 0.0011036267917630136 0.001819090673129237 0.0011305663770428964 0.0010347488750461773 0.0013175583314737355 0.0013893930272601569 0.0011859382361465443 0.0014045585287609796 0.0013773064206051532 0.0013595744253960262 0.0010365861639556329 0.0010016159157437742 0.0014090820751071487 0.0012042611682510085 0.0010661457326808232 0.001159634701389689
leaf_count=325 218 52 83 130 291 289 88 174 49 67 218 33 31 118 37 238 43 119 53 29 36 292 25 60 23
internal_value=0 9.60803e-06 4.44896e-05 8.0896e-05 4.50115e-05 -6.43749e-06 3.46056e-05 0.000633372 -3.04774e-05 -0.000220944 -9.60438e-05 0.000142595 0.000235497 0.000340664 0.000825065 2.69428e-05 0.000151802 -3.8313e-06 0.000161352 1.74263e-05 0.000216408 -1.78057e-05 0.000200199 0.000682423 0.000467468
internal_weight=0 0.0301702 0.0290752 0.0278094 0.0265961 0.0244574 0.0233521 0.00213867 0.0212202 0.0101025 0.00899883 0.0111178 0.010018 0.00898328 0.00251996 0.00781189 0.00646332 0.00505876 0.00662595 0.00526637 0.00422979 0.00322817 0.00368145 0.00213189 0.0023639
internal_count=3121 2796 2578 2495 2365 2139 1850 226 1702 1224 1157 478 429 398 70 866 328 285 628 575 546 510 166 148 48
is_linear=0
shrinkage=0.00142833


Tree=1523
num_leaves=15
num_cat=0
split_feature=150 151 151 457 4 43 42 3 43 42 15 47 16 4
split_gain=0.00010142 0.00019461 0.000173588 0.000155513 0.000147359 0.000118681 0.000245048 0.00023748 0.000182563 0.000158885 0.000155931 0.000139082 0.000208905 0.000233525
threshold=0.081835000000000019 -0.033849999999999991 0.056735000000000001 0.085360000000000005 0.40473500000000007 -0.074359999999999996 -0.095859999999999987 -0.075944999999999985 -1.0000000180025095e-35 0.082250000000000004 0.040760000000000005 0.092165000000000011 0.22339500000000004 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 6 -3 10 -7 11 -8 12 13 -10
right_child=2 4 -4 -5 -6 8 7 -9 9 -11 -12 -13 -14 -15
leaf_value=-0.0019272241442019227 0.00040693990562532472 -0.0017912766707376688 -0.00098761847923127814 0.0029976266487576702 0.0015142648215593392 -0.0026829289476283276 -0.00071643120501572826 0.003133940907907396 0.0016129350017832949 -0.0021738295755171521 0.0017480785421821483 0.001574218773813167 -0.0024259692709927387 -0.0013963829512609767
leaf_weight=0.0016236940297998112 0.0015241057185658704 0.0010901545602007845 0.0011066868193569945 0.0010855617462751377 0.0015366635621359018 0.001021920478666589 0.0018021145884299095 0.0010565379197359235 0.0016322815903235264 0.0010300953847924843 0.0011511918700272822 0.0012768774770086644 0.0010375991646461857 0.0012427961597046818
leaf_count=247 225 114 90 105 227 688 367 109 204 252 180 76 136 101
internal_value=0 -0.000213742 0.000748407 0.00148461 -1.32718e-05 -0.000203467 0.000407773 0.00100563 -0.000633943 -0.000297285 0.000244229 7.51983e-05 -0.000413998 0.000312111
internal_weight=0 0.0155019 0.00371635 0.00260967 0.0138782 0.0123416 0.0051 0.00400984 0.00724157 0.00621965 0.00295331 0.00518955 0.00391268 0.00287508
internal_count=3121 2701 420 330 2454 2227 770 656 1457 769 547 517 441 305
is_linear=0
shrinkage=0.00523088


Tree=1524
num_leaves=15
num_cat=0
split_feature=11 3 1 16 49 49 3 43 2 16 42 1 2 1
split_gain=9.94266e-05 0.000141863 0.000146159 0.000180945 0.000180493 0.000229794 0.000331419 0.000179782 0.000183663 0.000135587 0.000119606 9.2322e-05 8.94124e-05 8.92839e-05
threshold=0.081790000000000015 -0.12018999999999998 0.094385000000000011 -0.36241499999999999 0.006170000000000001 -0.043469999999999995 0.10732000000000001 0.13895500000000002 0.092365000000000017 -0.078844999999999985 1.0000000180025095e-35 0.088340000000000016 0.10060500000000001 0.079415000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 7 -4 5 -5 10 8 9 11 -7 -3 -1 -11
right_child=-2 2 3 4 -6 6 -8 -9 -10 13 -12 -13 -14 -15
leaf_value=0.00032392548036617969 -0.0013704344295681721 -0.00060208412646348922 -0.0012159530302375751 0.0021697769861410577 0.0028903245805121909 0.0019347678922692808 -0.0024782679267484949 0.0012128817494308389 -0.0025427081241745173 -0.0003010423598046223 -0.00047336627019537044 0.0017312786236966082 0.0024413933538769313 -0.0025736993756033718
leaf_weight=0.0012460747364542715 0.0015005938299074142 0.0010037448577388244 0.0016429782443222324 0.0015586599714167981 0.001034290668478377 0.0013854294907139075 0.0013502273031518186 0.0012305915475182561 0.0017638376760582414 0.0010356975912764483 0.0010926076930291018 0.0010051182657404567 0.0011228441653488019 0.0010124929196383969
leaf_count=129 175 508 206 154 91 105 56 183 523 466 158 76 51 240
internal_value=0 8.93008e-05 -0.000104762 0.000395657 0.000808015 0.000408211 -0.000309003 -0.000677049 -0.0010766 -0.000439196 0.000872982 0.000565395 0.00132758 -0.0014245
internal_weight=0 0.0174846 0.0151157 0.00806419 0.00642122 0.00538692 0.00382826 0.00705148 0.00582089 0.00405705 0.00247804 0.00200886 0.00236892 0.00204819
internal_count=3121 2946 2766 770 564 473 319 1996 1813 1290 263 584 180 706
is_linear=0
shrinkage=0.0054422


Tree=1525
num_leaves=15
num_cat=0
split_feature=147 11 48 42 151 2 13 43 3 42 12 16 2 4
split_gain=9.83276e-05 0.000143874 0.000118431 0.000266708 0.000182185 0.000224507 0.000140714 0.000214437 0.000471181 0.000140477 0.000216887 0.000116021 8.46345e-05 0.000253295
threshold=0.089025000000000007 0.087830000000000005 0.016865000000000002 0.083865000000000009 -0.00099499999999999979 0.113445 -0.094514999999999988 -0.074359999999999996 -1.0000000180025095e-35 -0.095859999999999987 0.084225000000000008 -0.088159999999999988 0.11215000000000001 0.0061450000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 12 -1 6 11 9 -9 -8 -11 -6 13 -4
right_child=-2 -3 3 -5 5 -7 7 8 -10 10 -12 -13 -14 -15
leaf_value=-0.0023881045433206743 0.0014648943242978926 -0.0019647204987537385 -0.00057235988373620069 0.0029525782020782231 0.0017668242034739501 0.0020928614720690871 -0.0016251636556240058 -0.0043430323083764521 8.5224976777367319e-05 0.0024637011713880838 -0.00046539413706010713 -0.00041839778349311873 -0.00087728473188118043 0.0026087901470507242
leaf_weight=0.0010019986978659643 0.0011005822970841508 0.0010407483520067365 0.0017838820773256317 0.0010427827967034731 0.001259647513342399 0.0010990313340046862 0.0010488658925077443 0.0011556552240532527 0.0013944294326124788 0.0010246034891903946 0.0018934422133601164 0.0012968455168439466 0.0015904094028069693 0.0010432403964267811
leaf_count=229 124 118 215 202 121 274 92 916 89 97 424 52 107 61
internal_value=0 -0.000114961 7.68456e-07 0.000619786 -0.000301708 -9.61972e-05 -0.000361348 -0.000761343 -0.00192159 -1.54929e-05 0.000563089 0.000658315 6.9118e-05 0.000601521
internal_weight=0 0.0176756 0.0166348 0.00546031 0.0111745 0.0101725 0.00907349 0.006517 0.00255008 0.00396691 0.00291805 0.00255649 0.00441753 0.00282712
internal_count=3121 2997 2879 585 2294 2065 1791 1618 1005 613 521 173 383 276
is_linear=0
shrinkage=0.00512831


Tree=1526
num_leaves=14
num_cat=0
split_feature=1 52 3 0 4 12 2 15 3 12 15 2 16
split_gain=9.86515e-05 0.000218103 0.000221107 0.000192455 0.000214557 0.000160895 0.000130221 0.000129314 0.000157451 0.000174694 0.000126374 0.000101428 6.15974e-05
threshold=0.10781 0.11434500000000002 0.090900000000000009 -0.084269999999999984 0.053180000000000012 0.084100000000000022 0.13754500000000003 -0.016799999999999995 0.10893000000000001 0.092355000000000007 0.088345000000000021 0.08708500000000001 -0.08595499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 11 -5 7 8 9 -2 -7 -1 -4
right_child=6 -3 12 5 -6 10 -8 -9 -10 -11 -12 -13 -14
leaf_value=-0.0033961255246716345 0.0020378627556600902 -0.0020719426909042403 0.00022075913834552997 0.0014314590991548713 0.00013263625343730963 -0.001503299506624068 0.0020879839386131836 0.0015484115232626259 -0.0013426836877367394 -0.00066932921688987116 0.00063709206497790101 -0.0012097462246120447 0.0017438775230999327
leaf_weight=0.0010635344293013363 0.0010869623887670155 0.0014552163666676369 0.0010372182942504082 0.0016803589031644242 0.0014601944074847106 0.0014470004643127587 0.0010211501165943992 0.0012640618940595863 0.0018112938017562641 0.0012396458650449915 0.0012485051631563326 0.0010005088024771097 0.001706561828378029
leaf_count=482 152 390 46 146 180 541 159 80 93 100 366 302 84
internal_value=0 -0.000282103 -3.7399e-05 -0.00045608 -0.00131336 0.000234354 0.000473725 0.000168576 -0.000252941 0.000595437 -0.000511912 -0.00233632 0.0011681
internal_weight=0 0.0120991 0.0106439 0.0079001 0.00352424 0.00437586 0.00642311 0.00540196 0.0041379 0.00232661 0.00269551 0.00206404 0.00274378
internal_count=3121 2537 2147 2017 964 1053 584 425 345 252 907 784 130
is_linear=0
shrinkage=0.00492917


Tree=1527
num_leaves=27
num_cat=0
split_feature=133 14 1213 1456 453 1374 0 1 4 42 52 133 4 4 15 2 4 16 12 16 2 3 3 16 4 15
split_gain=0.000588698 0.000520834 0.000407697 0.000414289 0.000417398 0.000431376 0.00039756 0.000398325 0.000378551 0.000607176 0.000502744 0.000561803 0.000351489 0.000454382 0.000298711 0.000358861 0.000605568 0.000305218 0.000252392 0.000248895 0.00024462 0.000181477 0.000119173 0.000116872 7.18937e-05 5.18769e-05
threshold=-0.25159999999999993 0.076175000000000007 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -0.094929999999999987 -0.23091999999999999 0.111945 -0.0016099999999999997 0.088670000000000013 -0.11592499999999999 0.10622000000000002 0.24564500000000003 0.11275500000000001 -0.03241999999999999 0.11093500000000002 -0.35136499999999998 -0.0007049999999999999 0.051320000000000005 0.19444000000000003 0.092755000000000018 -1.0000000180025095e-35 -0.077774999999999983 -0.088159999999999988 0.010840000000000001 -0.081924999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 -7 8 10 20 -8 14 13 18 -12 16 19 23 24 -16 21 -10 -14 -18 -9 -22
right_child=1 -3 3 4 -6 6 7 12 9 -11 11 -13 22 -15 15 -17 17 -19 -20 -21 25 -23 -24 -25 -26 -27
leaf_value=-0.0011676978937894377 -0.0007666939714897833 -0.00090646534421740931 -0.00081779468928098141 -0.0006973740966559614 -0.00063560989794360942 0.0010226585795649885 -0.00068717672204661516 0.00048286809629577752 -0.0012787950216180542 0.00062679565087428348 0.0010288852749742907 -0.00062030992060769954 0.00058204959862574767 -0.00066818350998292474 -0.00098448372950516328 0.001053307384549336 0.00055794219445160181 0.0011484737503968153 -0.0001186735516580739 5.4265643934656061e-05 7.5783096649589579e-05 -0.00042896346754394148 0.0012303801360100998 -0.00016985593225401564 0.0010226966790873482 -0.00040874043488526261
leaf_weight=0.001007149968091591 0.0013389321728163863 0.0013645006718641097 0.001113071786545127 0.0012519820205554302 0.0015627995115714546 0.0013239721644211421 0.0012779973974856836 0.0010724678095757048 0.0012471733383915828 0.0013124354615112188 0.0017232379464321374 0.0012568378201766048 0.0012756316785719202 0.0010338407748804457 0.0010902778885970516 0.0012479307237489579 0.0010206701567554372 0.0012511157444867896 0.0010908809801009056 0.0010312353915225003 0.0010209844407027546 0.0010748586867777151 0.0013311055525307702 0.0010071243789224749 0.0012021490481401997 0.0010098399623597043
leaf_count=187 460 95 235 53 75 47 256 69 114 129 201 220 58 11 34 29 91 62 63 25 60 28 187 244 26 62
internal_value=0 9.51184e-06 5.09408e-05 8.89142e-05 0.000125327 0.000170796 0.000214445 0.000169061 4.09612e-05 -0.000276899 0.000206072 0.000324635 0.00047206 0.000210723 0.0004665 0.000320732 0.000151448 0.000559723 0.000480712 -0.000479563 -0.000549373 -0.000885412 0.000913113 0.000196474 0.000768171 -0.000165149
internal_weight=0 0.0315331 0.0301686 0.0288296 0.0277165 0.0261537 0.0249018 0.0235778 0.0165717 0.00566529 0.0109064 0.00962843 0.00700608 0.00439934 0.00837159 0.00664835 0.00540042 0.00327891 0.0033655 0.00212151 0.00435286 0.00232203 0.00260674 0.00202779 0.00227462 0.00203082
internal_count=3121 2934 2839 2379 2144 2069 2016 1969 1555 393 1162 906 414 169 686 485 456 397 158 59 264 142 245 335 95 122
is_linear=0
shrinkage=0.00151575


Tree=1528
num_leaves=15
num_cat=0
split_feature=3 48 48 51 1 47 159 133 133 43 51 151 4 0
split_gain=9.24775e-05 0.000116527 0.000165737 0.000173662 0.000211304 0.000258543 0.000145772 0.000138517 0.000156793 0.000242636 0.000143793 0.000172994 0.000165788 4.27178e-05
threshold=0.20828500000000003 0.12879500000000002 0.10322500000000003 0.08955500000000001 0.111945 0.11596500000000001 0.090025000000000008 -0.0061299999999999992 0.10622000000000002 0.05259500000000001 -0.010009999999999998 -0.016164999999999995 -0.0024449999999999997 -0.033209999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 7 -1 9 10 -9 -12 13 -13
right_child=-2 -3 -4 -5 5 -7 -8 8 -10 -11 11 12 -14 -15
leaf_value=-0.0015469222443248013 0.0013976675382979537 -0.0016364093872765887 0.0018558374203431027 -0.0016121860506747338 0.0025375452008062683 -0.00054976263869257168 -0.0020776666711118182 -0.0015981849455892322 -0.0016444892207991993 0.0024082264702687574 0.0021292819616638473 0.0014692614707315216 -0.0014553234211193257 2.4386228928049765e-05
leaf_weight=0.0013816095400475065 0.0010943467559620937 0.0011774100261294764 0.0011335218782106962 0.0017807305449756569 0.0016789448117750108 0.0011590258744043069 0.001017827177049486 0.0011391133401629392 0.0010427009153122085 0.0012977522541401942 0.001107156957930208 0.0010582476443003761 0.0014468031387214137 0.0010117754120306799
leaf_count=648 144 78 124 306 223 34 220 400 338 45 142 256 125 38
internal_value=0 -0.000109062 1.56752e-06 -0.000137429 5.94198e-05 0.00127669 -0.000269494 -7.54639e-05 0.000175412 0.000444163 1.88873e-06 0.000396065 -0.000149581 0.000763043
internal_weight=0 0.0174326 0.0162552 0.0151217 0.013341 0.00283797 0.010503 0.00948516 0.00810355 0.00706085 0.0057631 0.00462398 0.00351683 0.00207002
internal_count=3121 2977 2899 2775 2469 257 2212 1992 1344 1006 961 561 419 294
is_linear=0
shrinkage=0.00502775


Tree=1529
num_leaves=14
num_cat=0
split_feature=41 474 156 3 1 4 3 2 2 16 16 15 3
split_gain=9.25397e-05 0.000115936 0.000160972 0.00010057 0.000127123 0.000168236 0.000205731 0.000198547 0.00033117 0.000155033 0.000163154 0.000178996 0.000163897
threshold=0.078475000000000017 0.084660000000000027 1.0000000180025095e-35 -0.15447499999999995 0.094385000000000011 -0.083854999999999985 -0.08824499999999999 0.088930000000000023 0.092365000000000017 -0.36241499999999999 -0.056919999999999991 -0.016799999999999995 -0.0025099999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 -7 -9 -6 12 -12 -11
right_child=-2 -3 -4 4 9 7 -8 8 -10 10 11 -13 -14
leaf_value=0.0013078722247205393 -0.0012882290757449629 0.0013120070852005782 -0.0018034499391898348 -0.0011235298611010809 -0.00084536253165008756 -0.0024484687919737857 0.0014724078861604556 0.0013718968369324958 -0.0019485610863573229 0.00045093030352393211 -0.0010721186581896037 0.0012219807271270737 0.0027689386161174521
leaf_weight=0.0012541292357541563 0.0011139753104948405 0.0014208642304506238 0.001011569451793883 0.0010796574458184771 0.0016250113187754323 0.0014264830402011593 0.0015305407566653644 0.0012237795145562114 0.0012685275228996595 0.0012754371832019995 0.0014963826234497546 0.0013340756303454882 0.0012548829298202335
leaf_count=87 148 334 277 218 216 612 155 190 446 111 152 91 84
internal_value=0 6.6104e-05 -4.60763e-05 7.42918e-05 -4.01806e-05 -0.000497022 0.000398649 -0.0010936 -0.000318141 0.000386788 0.000760289 9.15575e-06 0.00160052
internal_weight=0 0.0172013 0.0157805 0.0147689 0.0135148 0.00652899 0.0026102 0.00391879 0.00249231 0.00698579 0.00536078 0.00283046 0.00253032
internal_count=3121 2973 2639 2362 2275 1621 373 1248 636 654 438 243 195
is_linear=0
shrinkage=0.00455379


Tree=1530
num_leaves=13
num_cat=0
split_feature=50 15 47 133 42 52 457 160 51 49 15 3
split_gain=8.49804e-05 0.000177269 0.000123515 0.000109099 0.000241287 0.000300502 0.000147854 0.000236709 0.000159484 0.000223026 0.000173009 0.000196214
threshold=0.10647500000000001 -0.24436499999999997 0.13148500000000005 0.10622000000000002 0.09832500000000001 -0.24456499999999998 0.087995000000000004 0.086075000000000013 0.012085000000000002 -0.0020949999999999996 -0.036009999999999993 -0.055119999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 8 9 -7 -11 -12
right_child=-2 2 -4 -5 -6 6 -8 -9 -10 10 11 -13
leaf_value=0.0022156212065155422 -0.0016259300801014804 -0.0030383353654408608 -0.0019926986713636216 -0.0016976383492016359 0.0027814623947550253 -0.0018594091233520712 0.0019091133470444804 -0.0026739396168803707 0.0019739223745399784 -0.00090232971800620083 -0.00010959275522862926 0.0025242577374030954
leaf_weight=0.0012034521777216497 0.0010346771211683222 0.0010204738060582896 0.0010550265176056941 0.0010998100084488741 0.0011043274431368219 0.0017789399384357842 0.0015209018099075202 0.0010105752759833895 0.0015283628310756026 0.0019797101040947857 0.0018890616340311323 0.0018845657236625755
leaf_count=223 333 274 37 357 128 236 128 204 174 278 658 91
internal_value=0 7.86092e-05 -8.34266e-05 5.25233e-05 0.00019285 -3.38029e-05 0.000230691 -2.27752e-05 0.000272921 -7.2226e-05 0.000480374 0.00120576
internal_weight=0 0.0170752 0.0158718 0.0148167 0.0137169 0.0126126 0.0115921 0.0100712 0.00906064 0.00753228 0.00575334 0.00377363
internal_count=3121 2788 2565 2528 2171 2043 1769 1641 1437 1263 1027 749
is_linear=0
shrinkage=0.00577531


Tree=1531
num_leaves=24
num_cat=0
split_feature=14 160 157 159 43 13 123 3 16 2 0 1 4 12 12 42 1 48 1 13 16 3 3
split_gain=0.000434341 0.000400206 0.000397583 0.000376428 0.000378112 0.00049221 0.000486611 0.000373037 0.000517143 0.000342957 0.000307692 0.000262425 0.000463138 0.000369145 0.000355838 0.000238132 0.000204195 0.000194055 0.000312375 0.000200447 0.000118586 6.15866e-05 2.15662e-06
threshold=0.076175000000000007 -0.40698999999999991 -0.073574999999999988 -0.22563499999999997 0.24789500000000006 -0.010384999999999998 1.0000000180025095e-35 0.11296500000000002 -0.071854999999999988 0.10613000000000002 -0.11013499999999998 0.08844500000000001 -0.083854999999999985 0.088365000000000013 0.097825000000000009 0.088200000000000014 0.077565000000000009 0.086260000000000017 0.090740000000000015 0.24813000000000004 0.0065250000000000004 -0.14847999999999997 -0.0069549999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 10 -4 5 6 11 9 -9 16 -3 12 -5 -13 -15 -14 20 18 -18 22 -7 -11 -20
right_child=-2 2 3 4 -6 7 -8 8 -10 21 -12 13 15 14 -16 -17 17 -19 19 -21 -22 -23 -24
leaf_value=-0.00080008002737478668 -0.00078033486334423414 0.00096713284634671547 0.00074256456654062271 0.00040632287231933545 -0.00082624841824960153 -0.00088084127675680968 0.0011426382856756343 -9.92383203465701e-05 -0.0013396444725320676 0.00065342585696945028 8.1159594324636407e-05 0.00081365402464232759 -0.00085411835019621324 -0.00056076723899647701 0.00054346850652424678 9.2359534135814251e-06 0.00064268092536016704 -0.0004556696679115277 -0.00044392629155636957 0.00033707966974356004 -0.00022292335621625721 0.00019485404046932581 -0.00035493027913926806
leaf_weight=0.001067232666092959 0.0013201698094866812 0.001506153272785582 0.0012232020542231039 0.0018987277459604456 0.0010951439002941923 0.0010612142447818974 0.0010005691234032952 0.0014479753786957872 0.0011261913034417157 0.0010938311102255405 0.0014501173962573324 0.0019461078113137686 0.001446670643414194 0.0010970910467629214 0.0011030227201400677 0.0010314441811442865 0.0013413409109555019 0.0017054779620533367 0.0010358422623378272 0.0010522892305289133 0.001005668969438836 0.001114286175962321 0.0010171208384264219
leaf_count=226 101 37 95 127 153 282 146 42 32 65 328 147 375 155 50 309 75 70 95 15 43 127 26
internal_value=0 2.49285e-05 5.66009e-05 -3.48186e-08 -3.84916e-05 -1.9137e-07 0.000236925 -0.000173883 -0.000641913 -5.83392e-05 0.000532543 0.000130598 -0.000103866 0.000378104 -7.16081e-06 -0.000494772 -0.000187392 -6.19661e-05 8.90378e-05 -0.000150113 -0.000560723 0.000422016 -0.000399834
internal_weight=0 0.0288667 0.0277995 0.0248432 0.02362 0.0225249 0.00952363 0.0130012 0.00257417 0.0104271 0.00295627 0.00852306 0.00437684 0.00414622 0.00220011 0.00247811 0.00821895 0.00615207 0.00444659 0.00310525 0.00206688 0.00220812 0.00205296
internal_count=3121 3020 2794 2429 2334 2181 1309 872 74 798 365 1163 811 352 205 684 606 281 211 136 325 192 121
is_linear=0
shrinkage=0.00137286


Tree=1532
num_leaves=15
num_cat=0
split_feature=1 0 403 4 157 14 2 12 0 39 4 15 3 1
split_gain=8.9477e-05 0.000162684 0.000152177 0.00023329 0.000162867 0.000200357 0.000189046 0.000222852 0.000209239 0.000142966 0.000130153 0.000124068 8.26922e-05 5.0249e-05
threshold=0.077565000000000009 -0.059114999999999994 0.03138500000000001 -0.064804999999999988 -0.062424999999999994 -0.10708499999999999 0.089885000000000007 0.10266500000000002 -0.23051499999999997 0.0046100000000000004 -0.49405499999999997 -0.094549999999999981 -0.055119999999999995 0.096325000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 -2 -5 -6 7 9 -8 13 -3 -10 -1 -7
right_child=2 10 -4 4 5 6 8 -9 11 -11 -12 -13 -14 -15
leaf_value=-0.0024347930968508869 -0.0013992424710997046 -0.0011183153576489703 0.0019261924847256227 0.0021152432864345919 -0.0016285841672894381 -0.00086257716576217472 -0.00024150821257940526 0.0016262342956574732 0.0032074891153016797 0.00055452678700514905 0.00086385086529311211 0.0010092617816312222 -0.0005910098153776148 -0.0023056385080860685
leaf_weight=0.001065309751845391 0.0020018081971918964 0.0011185431459659056 0.0010082034431571083 0.0010016054999620336 0.0011964795327780728 0.0010469301905703379 0.0013561825020147467 0.0010112486324027614 0.0010747921156290252 0.0010028404245011197 0.0019794879865324688 0.0011430582735481032 0.0010343361048776867 0.0010355341956376218
leaf_count=1357 459 35 109 142 90 128 59 60 125 101 141 116 103 96
internal_value=0 -0.000528315 0.000193696 4.65491e-05 0.00033982 0.000139272 0.000415027 -0.000266076 0.00119571 -0.000886306 0.00014819 0.00207454 -0.0015265 -0.00158016
internal_weight=0 0.00519768 0.0128787 0.0118705 0.00986867 0.00886707 0.00767059 0.00409655 0.00357403 0.0030853 0.00309803 0.00221785 0.00209965 0.00208246
internal_count=3121 1636 1485 1376 917 775 685 385 300 325 176 241 1460 224
is_linear=0
shrinkage=0.00464487


Tree=1533
num_leaves=23
num_cat=0
split_feature=1213 1456 14 3 453 1374 0 160 11 124 3 50 15 0 12 15 49 52 43 43 3 2
split_gain=0.000493792 0.000492696 0.000377272 0.000381717 0.000406096 0.000345776 0.000370106 0.000270816 0.00029324 0.000365187 0.00039305 0.00034857 0.000266597 0.000257964 0.000405646 0.000300306 0.000528522 0.00024543 0.000432136 9.2617e-05 6.95586e-05 4.59901e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.076175000000000007 0.30112000000000005 1.0000000180025095e-35 -0.094929999999999987 -0.23091999999999999 -0.22361499999999998 0.088215000000000002 -0.043384999999999993 -0.12018999999999998 0.10030500000000002 -1.0000000180025095e-35 -0.10096999999999999 0.10097500000000002 -0.10203999999999998 -1.0000000180025095e-35 0.083680000000000018 -0.088249999999999981 -1.0000000180025095e-35 -0.0087149999999999988 0.092755000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7 -8 9 -9 12 13 -11 15 17 -12 -17 18 -15 -14 -20 -16
right_child=1 2 -4 -5 -6 6 7 8 -10 10 11 -13 19 14 21 16 -18 -19 20 -21 -22 -23
leaf_value=-0.00073337973942664788 -0.00075047499922158373 -0.00059855684754830485 -0.00064658318426131991 0.00078428579827213472 -0.0006291057716764798 0.0007860763530726201 -0.00053300433085885324 0.0007118475740026122 -0.00040063826482808696 0.0010041834100047466 -0.0002320430312953794 0.00064310129448516085 0.00050003540836601431 -5.9466459157312394e-05 0.00046445859817266841 -7.8473841474450224e-05 0.00087878582320295284 2.0198571060664985e-05 -0.0011635202838025194 -2.7391794234986131e-05 -0.00070534365463429327 8.9421108129261238e-05
leaf_weight=0.0013840225537148356 0.0012063356533160144 0.0010596486408545039 0.0011156247768084873 0.0011753452433018721 0.001258588837667384 0.0012491498470623618 0.0010277508529268889 0.0017093540768851881 0.0015393899104196853 0.0010875590470336149 0.0019543472534886419 0.0012621901376134179 0.0010572166486042534 0.0015105171555963538 0.0010011781771932515 0.0018863953485066531 0.0016913378571539097 0.0016162032465609766 0.0010318094508112077 0.0010032939873880651 0.0010175468300579861 0.0010212351431274636
leaf_count=491 258 50 70 130 69 47 221 200 97 60 60 153 35 125 48 62 39 260 412 45 84 105
internal_value=0 2.71738e-05 6.15673e-05 9.17672e-05 5.91893e-05 9.5701e-05 0.000128157 8.97846e-05 0.000121177 0.00016379 0.000109136 1.98252e-05 0.000506111 -4.19704e-05 -0.000197139 0.00015994 0.000374061 -0.000381646 -0.000564086 0.000243223 -0.000936026 0.00027508
internal_weight=0 0.028482 0.0272757 0.0261601 0.0249847 0.0237261 0.0226665 0.0214173 0.0203896 0.0188502 0.0171408 0.0139928 0.00314807 0.0127306 0.00719849 0.00553208 0.00357773 0.00517608 0.00355987 0.00206051 0.00204936 0.00202241
internal_count=3121 2630 2372 2302 2172 2103 2053 2006 1785 1688 1488 1348 140 1195 1034 161 101 881 621 80 496 153
is_linear=0
shrinkage=0.00124344


Tree=1534
num_leaves=14
num_cat=0
split_feature=41 2 15 457 160 4 4 13 3 2 43 47 15
split_gain=8.55181e-05 0.000112316 0.000104183 0.000105701 0.000146322 0.000159184 0.000138508 0.000291867 0.000174152 0.000331962 0.000157882 0.000187734 6.59372e-05
threshold=0.078475000000000017 -1.0000000180025095e-35 0.095175000000000023 -0.0029299999999999994 -0.10151499999999998 -0.49405499999999997 -0.083854999999999985 -0.0034749999999999994 0.12178000000000001 0.098035000000000011 -0.0037449999999999996 0.10783500000000001 -0.036009999999999993
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 10 11 -8 -12
right_child=-2 2 -4 4 5 6 8 -9 -10 -11 12 -13 -14
leaf_value=0.0017113672334502291 -0.0014819842580373415 -0.0014667041686348135 -0.0013934117283771416 -0.0016083971318975371 -0.0014395775239969522 0.0034573421006687168 -0.0021926189010709625 -0.00028617464833498627 -0.0011313269987795007 0.0028951525224511459 0.00016437823200844849 0.00076690836548645139 0.0020788655332972688
leaf_weight=0.0011649355526082835 0.0011048962405685306 0.0011641319781707663 0.0015215175473363282 0.0011511573639753645 0.0012197287960118422 0.001360617341481074 0.0014479535803851732 0.0011284147622067078 0.0019380522121505983 0.0015777582110834687 0.0010825229151812943 0.001130419749588496 0.0010492484646150184
leaf_count=177 148 234 367 256 121 201 575 172 112 365 93 67 233
internal_value=0 8.06819e-05 -3.97658e-05 0.000104767 0.000244567 0.000423294 0.000635352 0.0017602 0.000294992 0.00073461 1.0893e-05 -0.000895092 0.00110668
internal_weight=0 0.0169365 0.0157715 0.01425 0.0130859 0.0119347 0.010715 0.00248903 0.00822596 0.0062879 0.00471014 0.00257837 0.00213177
internal_count=3121 2973 2796 2429 2195 1939 1818 373 1445 1333 968 642 326
is_linear=0
shrinkage=0.0054422


Tree=1535
num_leaves=16
num_cat=0
split_feature=3 484 474 43 42 43 133 0 4 1 47 2 0 2 3
split_gain=8.60492e-05 0.000127376 9.48751e-05 0.000134126 0.000217555 0.000162916 0.000150324 0.000185843 0.000140525 0.000318607 0.000198985 0.000173282 0.000111933 8.80251e-05 1.24666e-05
threshold=0.20828500000000003 -0.0068949999999999992 0.084660000000000027 -0.074359999999999996 -0.11051499999999999 -1.0000000180025095e-35 0.088625000000000009 -0.059114999999999994 0.0061450000000000003 0.086560000000000012 0.092530000000000015 0.091545000000000015 -0.099059999999999995 0.097845000000000015 0.11658
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5 7 12 9 13 11 -10 -6 -7 -13
right_child=-2 2 -4 5 6 8 -8 -9 10 -11 -12 14 -14 -15 -16
leaf_value=-0.0015305118479006846 0.0011855964289310453 -0.0013320216996503763 0.0011185640926023269 -0.0020346633544917367 0.001474794044956061 -0.000728728124948612 -0.00049929121422957648 0.0025517680311668701 0.0021566488826588303 -0.00254216503199563 -0.0012869090425869298 -0.00024806858992205673 -0.00052927106478772466 0.00096418080252179254 0.00042050640234205032
leaf_weight=0.0010515331727962282 0.0010432254069407945 0.0010439876789530567 0.0013083113361730949 0.001013928769595167 0.0010436536414956121 0.0011137086784280339 0.0011493832993696024 0.0013228059538702959 0.0011791252037627042 0.0012885637889659129 0.0010733723827247577 0.0010067443461456715 0.0010096745134494239 0.0011491172619613743 0.0010483512845063103
leaf_count=497 144 85 236 625 85 239 251 107 62 224 57 110 294 73 32
internal_value=0 -8.4502e-05 1.20349e-05 -8.82034e-05 0.000433752 -0.000415834 0.000841097 0.00129742 -0.00020698 -0.000838932 0.000314032 0.000845352 0.000489343 0.000130972 9.29868e-05
internal_weight=0 0.0168023 0.0157507 0.0144424 0.00556951 0.00887291 0.00452552 0.00337613 0.00785898 0.00355139 0.00430759 0.00323422 0.00205333 0.00226283 0.0020551
internal_count=3121 2977 2480 2244 822 1422 737 486 797 536 261 204 379 312 142
is_linear=0
shrinkage=0.00429114


Tree=1536
num_leaves=13
num_cat=0
split_feature=1 42 52 0 0 4 15 15 3 1 3 1
split_gain=9.12304e-05 0.000145664 9.25418e-05 0.000131758 0.000164911 0.000115622 9.46076e-05 0.000168962 0.000133614 0.00021369 8.66801e-05 8.13241e-05
threshold=0.12337000000000002 0.091735000000000025 0.11434500000000002 -0.077999999999999986 -0.10096999999999999 -0.35136499999999998 1.0000000180025095e-35 -0.070929999999999979 0.097915000000000016 0.094385000000000011 0.10299500000000002 0.080000000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -5 7 8 9 -1 -2 -7
right_child=10 -3 -4 5 -6 11 -8 -9 -10 -11 -12 -13
leaf_value=-0.00060096657535088876 0.0017044497578431472 -0.0013512235577246951 -0.001059560039158364 -4.2863383182240386e-05 -0.0015587493182656702 0.00071041451503520365 -0.0010822042415967504 0.0019779123598307269 -0.0011902468045782155 0.0021728623567554887 7.1754323985060816e-05 0.0025483365791483118
leaf_weight=0.0013697068118296851 0.0011918950480466753 0.0019202572120467923 0.001509830314580852 0.0016331406035590135 0.0015117010823714402 0.0010628028519194524 0.0010932427481173956 0.0011619026897347071 0.0013953310935868046 0.0010651829491346021 0.0017052517033243619 0.0010159033261932238
leaf_count=113 157 576 298 181 1057 169 74 73 61 71 137 154
internal_value=0 -0.000158174 2.05451e-05 0.000164748 -0.0001857 0.000882012 0.000155387 0.000426412 -4.42378e-05 0.000612491 0.00074345 0.00160864
internal_weight=0 0.014739 0.0128187 0.0113089 0.00759707 0.00371185 0.00608537 0.00499212 0.00383022 0.00243489 0.00289715 0.00207871
internal_count=3121 2827 2251 1953 1449 504 392 318 245 184 294 323
is_linear=0
shrinkage=0.00464487


Tree=1537
num_leaves=14
num_cat=0
split_feature=12 2 14 3 133 3 4 457 160 133 42 0 2
split_gain=8.47597e-05 0.000105313 0.000173989 0.000141915 0.000136569 0.000143502 0.000161741 7.62468e-05 0.000112867 0.00024818 0.000270916 0.000153346 8.85109e-05
threshold=0.11650500000000001 0.13754500000000003 -1.0000000180025095e-35 0.13524500000000003 0.091410000000000005 -0.15447499999999995 -0.27825499999999997 -0.0029299999999999994 -0.082299999999999984 -0.0061299999999999992 0.088200000000000014 -0.10151999999999999 0.09678500000000001
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 12 -11
right_child=-2 -3 3 -5 -6 6 7 8 9 10 -12 -13 -14
leaf_value=-0.0017408844451470868 -0.0013269396861470193 0.0015518006094959681 0.0017427337955109763 0.0016562682969012157 -0.0016087247036869156 -0.0018671219031498232 -0.001021591068819146 -0.0012029506588463476 -0.0014110530749412713 0.0017436701559644086 0.0027964040391290665 -0.00078848255183686881 4.2085437655650322e-05
leaf_weight=0.0012660307768053445 0.00107009797060481 0.0010575298813074443 0.0011635069561682929 0.0012912236614356374 0.0011562512937821354 0.0010274195036190656 0.0011378742071145873 0.0010090260810535811 0.0012805213998100798 0.0017179151455537535 0.0013975073101814006 0.0016952461605602327 0.001221513057725887
leaf_count=105 147 154 168 88 512 105 203 326 636 70 183 351 73
internal_value=0 7.67299e-05 -2.48015e-05 0.000129306 -2.46471e-05 0.000132564 -4.60801e-05 0.000151706 0.000312137 0.000521192 0.000931373 0.000369004 0.00103656
internal_weight=0 0.0164216 0.015364 0.014098 0.0128068 0.0116505 0.010487 0.0094596 0.00832173 0.0073127 0.00603218 0.00463467 0.00293943
internal_count=3121 2974 2820 2715 2627 2115 1947 1842 1639 1313 677 494 143
is_linear=0
shrinkage=0.00483252


Tree=1538
num_leaves=13
num_cat=0
split_feature=1 123 14 42 42 52 2 160 12 16 13 16
split_gain=8.34006e-05 0.000122558 0.000154856 0.000137736 0.000126471 0.000134725 0.000211527 0.00020426 0.000165065 0.000127419 0.000179838 9.60711e-05
threshold=0.14000500000000002 1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.091735000000000025 -0.0064899999999999992 0.089885000000000007 0.083670000000000008 0.095330000000000012 -0.008904999999999998 -0.094514999999999988 -0.18708499999999997
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 -7 -12
right_child=-2 -3 3 4 -6 8 7 -9 -10 -11 11 -13
leaf_value=-0.0017959094536662687 0.001199769568489465 0.0012642943365318957 -0.0014845966945530205 -0.0019424651234717539 -0.0010585329270363342 0.0022951261059540942 -0.001144735686638 0.0016274382058328069 -0.00088238486184806573 0.0025031695810059499 -0.0011783278396164667 0.00089220600280637014
leaf_weight=0.0014057085858780747 0.0012856713838294001 0.0014448733149979567 0.0014929969615178488 0.0013609143298752577 0.001899543633089495 0.001133739094302034 0.001122991806554785 0.00151972481814866 0.0011241057244357755 0.0013425668120070327 0.0010708521155546056 0.0011076592034749413
leaf_count=92 124 236 807 370 543 110 214 72 47 95 98 313
internal_value=0 -0.000105051 -0.000240745 -7.48176e-05 0.000105355 0.000331355 -0.00036362 0.000449435 0.000812833 0.00122222 0.000703002 -0.00012557
internal_weight=0 0.0160257 0.0145808 0.0131751 0.0116821 0.00978255 0.00400363 0.00264272 0.00577892 0.00465482 0.00331225 0.00217851
internal_count=3121 2997 2761 2669 1862 1319 656 286 663 616 521 411
is_linear=0
shrinkage=0.00492917


Tree=1539
num_leaves=14
num_cat=0
split_feature=4 12 0 15 15 49 13 51 12 0 49 1 3
split_gain=9.66779e-05 0.000165564 0.000118412 0.000197714 0.000113564 0.00013442 8.78638e-05 0.000141298 0.000105959 0.000251316 0.000142416 0.000105549 9.74917e-05
threshold=0.24564500000000003 0.10645 -0.11013499999999998 -0.15026499999999995 -0.10203999999999998 0.0093850000000000027 -0.23438999999999996 0.08955500000000001 0.051320000000000005 -0.053834999999999994 -0.006494999999999999 0.08844500000000001 -0.0087149999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 -1 6 -6 8 10 11 -8 -10 -12
right_child=2 -3 -4 -5 5 -7 7 -9 9 -11 12 -13 -14
leaf_value=-0.0016064481631962225 0.0017278015990590248 -0.002337077562857586 0.002105453645941697 -0.0015024872601710768 0.0013878304322776454 0.0018716117298019836 -0.00069029453448532009 -0.001858242495004394 -0.00049997721925498003 -0.0026096531913106786 0.00027193843438043846 0.0017119913131571586 0.0024923924019779661
leaf_weight=0.001245493305123053 0.0010731534474700544 0.0010095061562440675 0.0012927491039858565 0.0011763130884201445 0.0010848449189277973 0.0011700845811010588 0.0013955960893654584 0.0013747050866334265 0.0016745844464248231 0.0012457672941298932 0.0010579383455007196 0.0010330810948977476 0.0013118413747257307
leaf_count=216 87 243 228 111 64 352 121 200 966 115 54 288 76
internal_value=0 -0.000216477 0.0007929 3.85873e-05 -4.64934e-05 0.000124712 -7.61084e-05 -0.000250754 3.55361e-05 -0.000586743 0.000688894 0.000343976 0.00150112
internal_weight=0 0.0136034 0.00354222 0.00224947 0.0125939 0.0113484 0.0101784 0.00909351 0.00771881 0.00395343 0.00376538 0.00270767 0.00236978
internal_count=3121 2695 426 198 2452 2236 1884 1820 1620 1369 251 1254 130
is_linear=0
shrinkage=0.0054422


Tree=1540
num_leaves=12
num_cat=0
split_feature=4 4 1 42 1 48 48 16 484 52 1
split_gain=7.92606e-05 0.000125664 0.000133302 0.000189894 0.000118543 9.42849e-05 0.0001081 0.000207814 0.000208361 0.000141796 0.000449757
threshold=0.24564500000000003 0.098655000000000007 0.12337000000000002 0.088915000000000008 0.111945 0.093265000000000015 0.086260000000000017 -0.082404999999999992 0.044540000000000003 0.096795000000000006 0.090405000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -2 6 7 -1 9 10 -9
right_child=4 -3 -4 -5 -6 -7 -8 8 -10 -11 -12
leaf_value=0.0016393086994264125 -0.00029677125928928349 -0.0014935606574594132 0.0015332344700514583 -0.0020484961085484536 0.0016280095218107389 0.001377306588343549 -0.0016996351965063981 -0.0044352301072853959 0.0013341758767678319 0.00055846556765590087 2.6126571820811954e-05
leaf_weight=0.0017659370065549896 0.0017012295067875263 0.0017574551015176474 0.0013803160446461691 0.0013224511830649969 0.0018038080230187159 0.0012999621358853464 0.0010568427221139126 0.0010296958220303177 0.0013064439696569008 0.0010069643035603981 0.0015475095942614758
leaf_count=431 150 121 98 685 276 171 135 505 227 117 205
internal_value=0 -0.000189227 6.42716e-06 -0.000197473 0.000693784 7.41111e-05 -0.000145521 0.000101222 -0.000454161 -0.00110602 -0.00175636
internal_weight=0 0.0134736 0.0117161 0.0103358 0.00350504 0.00901336 0.00771339 0.00665655 0.00489061 0.00358417 0.00257721
internal_count=3121 2695 2574 2476 426 1791 1620 1485 1054 827 710
is_linear=0
shrinkage=0.00523088


Tree=1541
num_leaves=13
num_cat=0
split_feature=49 2 457 49 42 42 50 15 4 4 13 12
split_gain=8.37952e-05 0.00015318 0.00016837 0.00013157 0.00015377 0.000163222 0.000148272 0.000178598 0.000244165 0.000200158 0.000131594 0.000107315
threshold=-0.043469999999999995 0.11362000000000001 0.085360000000000005 -1.0000000180025095e-35 0.091545000000000015 0.08623500000000002 0.088425000000000017 -0.036009999999999993 0.24564500000000003 -0.084369999999999987 -0.011289999999999998 0.051320000000000005
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 10 -9 -11
right_child=3 -3 -4 4 -6 -7 -8 9 -10 11 -12 -13
leaf_value=-0.0010494571305401507 -0.0022044577536956935 0.0026577301000911837 0.0016553320041365323 -0.0028056216707584027 -0.0016307984220720272 0.0020926525634730425 -0.0020909643162754584 0.001104088121405329 0.00059114947712292734 0.0032843805661963953 -0.0017173481439664061 0.00081099956486680694
leaf_weight=0.0018455401335544788 0.0010455189517957217 0.001011582292516966 0.0013142769470014526 0.0012713945982245154 0.0017724931396977542 0.0013373151630784738 0.0010671938602367786 0.0010875055835714593 0.0015867191910028805 0.001219114113851557 0.0011184275679890082 0.0011250575246660732
leaf_count=241 224 92 92 309 605 365 268 92 177 49 319 288
internal_value=0 0.000701746 7.5558e-05 -0.000242341 -6.52679e-05 0.000217517 -7.83561e-05 0.000211571 -0.00091986 0.000922271 -0.000326405 0.00209731
internal_weight=0 0.0041714 0.00315982 0.0126307 0.0115852 0.00981273 0.00847541 0.00740822 0.00285811 0.0045501 0.00220593 0.00234417
internal_count=3121 425 333 2696 2472 1867 1502 1234 486 748 411 337
is_linear=0
shrinkage=0.00577531


Tree=1542
num_leaves=22
num_cat=0
split_feature=1213 160 14 1374 3 124 483 457 151 16 50 15 0 3 4 12 16 1 133 1 15
split_gain=0.000457931 0.000471698 0.000420992 0.000365766 0.000307283 0.000308434 0.000345098 0.000304246 0.000390969 0.00036289 0.000403664 0.000334277 0.000252618 0.00024306 0.000238998 0.00035162 0.000355864 0.000264583 0.000217199 0.000448956 7.80699e-05
threshold=-1.0000000180025095e-35 -0.40698999999999991 0.076975000000000002 -0.094929999999999987 0.30112000000000005 -0.043384999999999993 0.083960000000000021 0.080930000000000016 -0.0077149999999999988 -0.056919999999999991 0.10030500000000002 -0.055554999999999993 -0.14116499999999996 0.090900000000000009 -0.51843499999999987 0.097825000000000009 0.22339500000000004 0.078340000000000007 0.083950000000000011 0.095285000000000022 -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
left_child=-1 -2 3 -3 5 -5 7 8 -7 10 12 -11 -10 -9 -13 16 17 -16 19 -14 -21
right_child=1 2 -4 4 -6 6 -8 13 9 11 -12 14 18 -15 15 -17 -18 -19 -20 20 -22
leaf_value=-0.00079232209077286582 -0.00089175021015276202 -0.00070421753009145438 -0.0007330691452467539 0.00060926831714362196 0.00084398812332056713 -0.00056080393545762371 -0.00072013465079113462 0.00015427182270058261 0.00068908148997217234 -0.00059303091221453886 0.0010067901230606992 -0.00054029740056311189 -0.00081213772953917039 0.0010171913498038998 0.0008462199189543983 0.00084794272149639471 -0.00044400964896275749 -0.00011686548908924477 0.00045402579026557172 -4.6714916060065504e-05 0.00048412749006608412
leaf_weight=0.0013384367156217816 0.0010013662392613911 0.0010123804624928559 0.0011865312464105484 0.001891447061863726 0.0010215937670730027 0.0018803443065880101 0.0010245515691361664 0.0013604251952887827 0.0012969614719295849 0.0019457002135270657 0.0012417796983213436 0.0010358291748362447 0.0012387020790767247 0.0010459638249322722 0.0010386928726561859 0.0010854950349034054 0.0018632632661476078 0.0010283832380135749 0.0014341015824974601 0.0010054826282928087 0.0010020688675922429
leaf_count=491 215 53 74 222 127 159 288 81 42 260 69 28 284 42 105 78 134 76 236 34 23
internal_value=0 1.44888e-05 4.98823e-05 8.78731e-05 0.000122083 8.91869e-05 4.12661e-05 8.12644e-05 1.8196e-05 8.97448e-05 0.000308516 -0.000107736 0.00016345 0.000529349 4.82933e-05 0.000169844 -1.74353e-05 0.000367079 1.77936e-05 -0.000174921 0.000218255
internal_weight=0 0.0266411 0.0256397 0.0244532 0.0234408 0.0224192 0.0205277 0.0195032 0.0170968 0.0152165 0.0072191 0.00799736 0.00597732 0.00240639 0.00605166 0.00501583 0.00393034 0.00206708 0.00468036 0.00324625 0.00200755
internal_count=3121 2630 2415 2341 2288 2161 1939 1651 1528 1369 688 681 619 123 421 393 315 181 577 341 57
is_linear=0
shrinkage=0.00134594


Tree=1543
num_leaves=26
num_cat=0
split_feature=1213 14 160 51 3 39 484 52 453 160 50 130 4 12 43 2 4 484 16 15 52 0 16 1 2
split_gain=0.000666961 0.000495347 0.000502611 0.000439629 0.000379556 0.000418356 0.000421793 0.000488937 0.000326563 0.000469612 0.000371501 0.000392713 0.000427973 0.000487665 0.000557717 0.000372036 0.000394074 0.000322163 0.00022587 0.00030116 0.000223971 0.000191139 0.000180764 0.000162465 0.000111701
threshold=-0.080769999999999995 0.076175000000000007 -0.40698999999999991 -0.40274499999999996 0.30112000000000005 0.12768500000000002 0.085515000000000022 -0.24456499999999998 1.0000000180025095e-35 -1.0000000180025095e-35 0.099450000000000011 -0.0015749999999999998 0.24564500000000003 0.10193000000000001 -0.04890499999999999 0.089885000000000007 -0.27825499999999997 0.091880000000000003 0.22339500000000004 0.083935000000000023 -0.07167999999999998 -0.077429999999999985 -0.36241499999999999 0.10937500000000001 0.081685000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 -5 9 21 11 -11 13 14 18 24 -17 -8 19 -13 -18 -9 -22 -14 -16
right_child=1 -3 3 4 -6 -7 17 8 -10 10 -12 12 23 -15 15 16 20 -19 -20 -21 22 -23 -24 -25 -26
leaf_value=-0.0011991274059119698 -0.00097557781554712738 -0.0008793267145348918 -0.00080888780335045625 -0.001006711523302481 0.0010054453660785973 0.0010803419899358447 0.0011955410105468148 -0.0010728366103240042 -0.00079279051256418319 -0.00079462316985640298 0.00090847919878609231 -0.00017290970408438911 0.00034842898604260663 -0.00090304143359336655 -0.00030007531456625219 -0.00064298686756388045 -7.230851614005779e-05 0.00014291885648848153 0.001279338448131597 0.0009573201355003386 0.00027850185435613744 -0.00013738015517361345 0.0011913353849709338 0.0010486096283103125 -0.00095898891211618708
leaf_weight=0.0010883698607374028 0.0010465809508771731 0.0013585159023778983 0.001176329216717952 0.0010902669987883492 0.001203177767097329 0.0010327141105896933 0.0013198304541202069 0.0010131641810398051 0.0010286377878598865 0.0010602706997187008 0.0015452606597809995 0.0011075512482500143 0.0016627691176598356 0.001174972074935444 0.0015027672854084368 0.0010764113854815349 0.0012981185618770041 0.0014680606578356681 0.0010186909977889513 0.0011472831201659872 0.0010115399762185007 0.0010772163584096264 0.0010639562314005424 0.0015128175513916542 0.0010409653662757368
leaf_count=325 205 96 102 248 130 36 101 276 49 170 123 190 80 115 102 18 25 128 11 102 16 104 94 112 163
internal_value=0 3.28946e-05 7.61057e-05 0.000115938 0.000157058 0.000116637 7.55469e-05 1.96259e-06 5.60233e-05 0.000101231 0.000185219 0.000113933 0.000179833 4.0469e-05 0.000148443 -9.80812e-05 0.000171518 0.000641246 0.000675132 0.000402163 0.000431401 -0.000590777 0.000746445 0.000681988 -0.000569721
internal_weight=0 0.0300379 0.0286794 0.0276328 0.0264564 0.0252533 0.0242206 0.0214327 0.0203424 0.0193138 0.0172234 0.0156781 0.0146178 0.0114423 0.0102673 0.00699376 0.00445003 0.00278789 0.00327353 0.00225483 0.00337361 0.00209038 0.0020755 0.00317559 0.00254373
internal_count=3121 2796 2700 2495 2393 2263 2227 1998 1750 1701 1321 1198 1028 836 721 418 153 229 303 292 135 380 110 192 265
is_linear=0
shrinkage=0.00154607


Tree=1544
num_leaves=13
num_cat=0
split_feature=41 3 1 12 160 13 15 15 151 133 2 4
split_gain=8.13222e-05 0.000101591 0.000111412 0.000131394 0.00026479 0.000189219 0.00016351 0.00011605 0.000205585 0.000158351 0.000161733 9.89915e-05
threshold=0.078475000000000017 -0.12018999999999998 0.094385000000000011 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.061684999999999997 -0.074054999999999996 -0.0058549999999999991 -0.024429999999999997 0.083950000000000011 0.090675000000000019 -0.27825499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 7 -4 -5 -6 -7 8 -3 10 -9 -1
right_child=-2 2 3 4 5 6 -8 9 -10 -11 -12 -13
leaf_value=-0.00014411307090766149 -0.0012819316863537684 2.1387502844256241e-05 0.0013994244841595131 -0.0021284996362833388 0.0021898820929553888 0.00096493642738434569 -0.0011861085508351106 0.00032766872976634526 -0.002829133844352091 0.00096664146423122428 -0.0022662199781032779 0.0017868759888538097
leaf_weight=0.0010357910865970155 0.0010538146132292861 0.0011379416654843932 0.0018667797418634308 0.0011032152708470022 0.0010793586184183468 0.0015924126470556743 0.0015805109377806659 0.0011145835811864381 0.001133755449719295 0.001827901956624578 0.0010458625954573447 0.0014032297672127965
leaf_count=101 148 251 307 128 129 81 118 569 644 332 168 145
internal_value=0 7.70485e-05 -8.39181e-05 0.000317048 -6.02382e-05 0.000476353 -0.000106552 -0.000546517 -0.00140125 -5.96775e-05 -0.000928022 0.000966833
internal_weight=0 0.0159213 0.0134823 0.00722228 0.0053555 0.00425228 0.00317292 0.00626005 0.0022717 0.00398835 0.00216045 0.00243902
internal_count=3121 2973 2727 763 456 328 199 1964 895 1069 737 246
is_linear=0
shrinkage=0.00473777


Tree=1545
num_leaves=13
num_cat=0
split_feature=43 40 133 160 474 151 4 42 43 2 49 13
split_gain=7.99281e-05 0.000125987 9.03933e-05 0.000106048 0.000266301 0.000146143 0.000207683 0.000179853 0.000216159 0.000160259 0.000166545 5.33693e-05
threshold=0.21122500000000002 -0.073884999999999992 -0.078539999999999985 -1.0000000180025095e-35 0.084660000000000027 -0.08317999999999999 0.24564500000000003 -1.0000000180025095e-35 -0.074359999999999996 0.089885000000000007 -0.047584999999999995 -0.07692499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5 7 -7 -9 -10 -11 -12
right_child=-2 2 3 5 -6 6 -8 8 9 10 11 -13
leaf_value=0.0012850002818162788 -0.0012022952789497439 0.0011968944754299018 -0.0019318233705624449 -0.0015626072614630697 0.00089420856611489949 -0.0016928107169371417 0.0016418920371697812 0.0015213432782232271 -0.00166061923840381 0.0015456865450625007 0.0001672750255229197 -0.0012390818380780015
leaf_weight=0.0015415221714791668 0.0010449814704817642 0.0010577738303256994 0.0018485399801914113 0.0010069167205052363 0.0010376841663878866 0.0011754870312127731 0.001693034719894293 0.0017948937183252531 0.0012620422161528063 0.001191447618408505 0.0010770813233459417 0.0010742486199507824
leaf_count=238 198 349 610 142 187 401 167 240 254 58 71 206
internal_value=0 7.27006e-05 -5.87269e-05 -0.000159641 -0.00091578 5.27542e-05 0.00022825 -8.76951e-05 0.000207129 -0.000305133 0.000206622 -0.000534978
internal_weight=0 0.0157607 0.0142191 0.0131614 0.00288622 0.0102752 0.00926824 0.0075752 0.00639971 0.00460482 0.00334278 0.00215133
internal_count=3121 2923 2685 2336 797 1539 1397 1230 829 589 335 277
is_linear=0
shrinkage=0.0044645


Tree=1546
num_leaves=12
num_cat=0
split_feature=11 3 1 3 13 39 457 43 2 43 2
split_gain=7.6959e-05 0.000118329 0.000103133 0.000190074 0.000174907 0.000130753 0.000132984 0.000147965 0.0001323 7.9395e-05 5.72805e-05
threshold=0.081790000000000015 -0.12018999999999998 0.08844500000000001 -0.055119999999999995 -0.094514999999999988 0.085220000000000004 0.080930000000000016 -0.074359999999999996 0.10467500000000002 0.13895500000000002 0.099515000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 -3 -4 6 7 -6 -9 -5 -1
right_child=-2 2 4 9 5 -7 -8 8 -10 -11 -12
leaf_value=0.00047718204606949261 -0.0014175755235672474 -0.0025633853802845444 0.002220536352228554 -0.00066285188807046016 0.00052731108420615434 0.0017140856363252225 0.0011370451658333294 -0.0031635504618002202 -0.00064606180916867485 0.0014226432852979727 0.0024682486080946286
leaf_weight=0.0010793788946393537 0.001290333483533467 0.001526316003839086 0.00140579773673144 0.0019216432620641228 0.0016334193943907671 0.0012110005692331227 0.0014645107531245927 0.0013040973449433002 0.0017855890092590698 0.0010030890550360994 0.0010095885930816451
leaf_count=125 175 1497 169 178 196 219 73 282 94 58 55
internal_value=0 0.000110298 -9.91684e-05 -0.000844579 0.000277672 -9.1488e-05 -0.000444863 -0.000935371 -0.00170865 5.24058e-05 0.00143946
internal_weight=0 0.0153444 0.0132555 0.00445105 0.00880441 0.00739862 0.00618762 0.00472311 0.00308969 0.00292473 0.00208897
internal_count=3121 2946 2766 1733 1033 864 645 572 376 236 180
is_linear=0
shrinkage=0.00600863


Tree=1547
num_leaves=24
num_cat=0
split_feature=1213 160 14 1374 52 1 457 12 0 13 3 47 48 0 42 12 3 12 15 133 16 15 16
split_gain=0.000508115 0.00045145 0.000372058 0.000390536 0.000356395 0.000337812 0.000424779 0.000438275 0.000524735 0.000468932 0.000404176 0.000277039 0.000418435 0.000608318 0.000262886 0.000271903 0.00022784 0.000230386 0.000226264 0.00043156 0.000216004 0.00013229 5.66221e-05
threshold=-0.080769999999999995 -0.40698999999999991 0.076975000000000002 -0.094929999999999987 -0.40306999999999998 1.0000000180025095e-35 0.069910000000000014 -0.010834999999999999 -0.079119999999999982 -0.093839999999999993 -0.078934999999999991 0.092710000000000015 0.086260000000000017 -0.22491999999999998 -1.0000000180025095e-35 0.098810000000000023 0.088060000000000013 0.083310000000000009 0.035560000000000008 0.024320000000000005 -0.078844999999999985 -0.10324499999999999 -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
left_child=-1 -2 3 -3 -5 14 7 8 -7 10 -9 12 13 -11 -6 18 17 -15 19 -16 -19 -13 -8
right_child=1 2 -4 4 5 6 22 9 -10 11 -12 21 -14 16 15 -17 -18 20 -20 -21 -22 -23 -24
leaf_value=-0.00096171408578063326 -0.00086122428966622726 -0.00068816229023735257 -0.00065555551805974771 -0.00048889844326403125 -0.00064892638913226111 0.0001176501211569964 0.0010642959672349701 1.8413383006298218e-05 0.0012580796694202513 0.0011169549975974745 0.0010920256932930438 -0.00013901939327127887 -0.00065996327856739816 0.00068286496968397877 0.00032736612819169575 -0.00059328980403807428 -0.00052167395563901394 0.00041115127079442335 0.00051793864529995313 -0.00076221857276580728 -0.00040221532444637567 -0.00080540343855637719 0.00061337496323593695
leaf_weight=0.0010016360306265284 0.0010308865465527553 0.0011461426317573844 0.0013058772188010428 0.0016546500638760083 0.0012515884567617097 0.001575672360912217 0.0010173855477673133 0.0012224155399707115 0.0013632657785575793 0.0010786964002846801 0.0013224195751977393 0.0010050721966479159 0.0012267491734974101 0.0010825270849590509 0.0017724208819640533 0.0010381865424251013 0.0011596827423545619 0.0010136238607596449 0.0019597072739810928 0.0010478392065597641 0.0014202342741715989 0.001165484178860865 0.0010006450340789277
leaf_count=325 218 53 83 306 417 147 64 52 120 23 67 41 48 59 95 88 33 111 205 240 191 70 65
internal_value=0 1.34124e-05 4.58106e-05 8.0341e-05 0.000115048 0.000157172 0.000261817 0.000181998 0.000646654 6.52495e-05 0.000576314 -7.68577e-05 5.37136e-05 0.000205849 -8.93354e-05 3.10426e-05 -4.32922e-06 0.000166288 0.000166645 -7.74581e-05 -6.34742e-05 -0.000496836 0.000840706
internal_weight=0 0.0288612 0.0278303 0.0265244 0.0253783 0.0237236 0.0166539 0.0146358 0.00293894 0.0116969 0.00254484 0.00915207 0.00698151 0.00575476 0.00706974 0.00581815 0.00467607 0.00351639 0.00477997 0.00282026 0.00243386 0.00217056 0.00201803
internal_count=3121 2796 2578 2495 2442 2136 1091 962 267 695 119 576 465 417 1045 628 394 361 540 335 302 111 129
is_linear=0
shrinkage=0.00134594


Tree=1548
num_leaves=23
num_cat=0
split_feature=1213 1456 14 3 484 52 39 160 150 12 12 49 0 160 52 52 42 42 42 484 1 16
split_gain=0.000403836 0.000398334 0.000315136 0.000309496 0.00031377 0.000268423 0.000281152 0.000435998 0.000446681 0.000326912 0.000388602 0.000375441 0.000280425 0.00043874 0.000289745 0.000232824 0.000230704 0.000192383 0.000177231 0.000137977 0.000122594 0.000104744
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.076175000000000007 0.30112000000000005 0.085130000000000011 -0.40306999999999998 0.084405000000000008 -0.085764999999999994 -1.0000000180025095e-35 0.092355000000000007 0.086700000000000013 0.0093850000000000027 -0.23091999999999999 0.088020000000000015 0.077655000000000016 0.10160000000000001 -0.088934999999999986 1.0000000180025095e-35 -1.0000000180025095e-35 0.094140000000000015 0.096575000000000008 -0.088159999999999988
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 -7 -9 10 11 12 -10 14 20 17 -8 18 -11 -6 -14 -12
right_child=1 2 -4 -5 19 6 16 8 9 15 21 -13 13 -15 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=-0.00083076860552742991 -0.00085502775038337497 -0.00071304326830385896 -0.00068247532921637106 0.00088404261188182042 0.00098479037925862573 -0.00078861585383945367 -3.2370542692648805e-05 -0.00082117915919436733 0.00064505143222848272 -0.00015336515398203514 0.0010902518076674984 0.00088806654927895648 3.6472482656019744e-05 -0.0010374440723222131 0.00064463025323038912 -0.00076723993344089843 0.00081054592673419196 -0.00042431900993332628 0.0007092913217554591 0.00024046749238333846 -0.00061901879875793093 0.00046265216645973502
leaf_weight=0.0012180566809285856 0.0010400811240562349 0.0010338818976536523 0.0011394429992248592 0.0010273145318180346 0.0010215239959823199 0.0014461306833584561 0.0011561812573610553 0.0011528110885249973 0.0010334028660139386 0.0010040257668610941 0.0012379781632014808 0.0010995835531311116 0.0014495964265734528 0.0010217758327439874 0.0011583388153950658 0.0011353367877295906 0.0017063251792699121 0.0013819907681160704 0.0010180532663923722 0.001095516107189054 0.0010401646529318853 0.0010374492247435807
leaf_count=491 258 246 70 130 119 275 29 58 32 148 108 70 101 54 78 66 234 154 33 105 49 213
internal_value=0 2.79542e-05 6.55973e-05 0.000102247 6.61185e-05 9.96342e-06 4.91425e-05 -2.51613e-05 4.9586e-05 0.000123301 0.000282921 0.000108595 -4.16862e-05 -0.000193655 4.26768e-05 -0.000195921 0.000470088 -5.37333e-06 0.000280955 0.000599622 -0.000237377 0.000804107
internal_weight=0 0.0254369 0.0243968 0.0232574 0.0222301 0.020113 0.0190791 0.0162166 0.0147705 0.0136177 0.00907829 0.00680286 0.00570328 0.00466988 0.0036481 0.00453941 0.00286251 0.00340407 0.00202208 0.00211704 0.00248976 0.00227543
internal_count=3121 2630 2372 2302 2172 1948 1702 1439 1164 1106 705 384 314 282 228 401 263 335 181 224 150 321
is_linear=0
shrinkage=0.00145689


Tree=1549
num_leaves=13
num_cat=0
split_feature=52 52 2 39 42 47 160 4 16 12 52 4
split_gain=7.58877e-05 0.000172769 0.000175999 0.000138397 0.000108709 0.000203796 0.000160399 0.00020182 0.00016939 0.000149702 0.000259208 0.00013461
threshold=-0.24456499999999998 -0.081429999999999989 0.092120000000000021 0.090190000000000006 -1.0000000180025095e-35 0.10904500000000002 -1.0000000180025095e-35 0.181285 -0.008904999999999998 0.091545000000000015 0.077655000000000016 0.0052350000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 6 8 9 -6 10 11 -8
right_child=1 3 -4 -5 5 -7 7 -9 -10 -11 -12 -13
leaf_value=-0.00091242964666887955 0.00018130772059129246 -0.0015643172491393591 0.0027060420044621863 0.0015015065358132049 -0.0021523330528677434 -0.0021114562831190792 -0.0015556258269058291 0.0018823876456494915 0.0004501809055072884 -0.0015646479208152857 0.0021422605889087759 0.00058856130993540149
leaf_weight=0.0018519949912451815 0.0014974590879977814 0.0013090279495049798 0.0010573979272304745 0.0010710026936573405 0.0012414809025367152 0.0010279388551368571 0.0012516985304652497 0.0017196142666032754 0.0010247311837374195 0.0010759265252879846 0.0013199669070644848 0.0013837185580740652
leaf_count=364 260 651 147 154 419 83 183 163 230 243 184 40
internal_value=0 0.000104173 0.00122624 -0.000126547 -0.000280117 -0.000112765 0.000115082 0.00048119 -0.000975534 2.2848e-06 0.000428515 -0.000429826
internal_weight=0 0.01498 0.00255486 0.0124251 0.0113541 0.0100451 0.00901714 0.00675092 0.00226621 0.00503131 0.00395538 0.00263542
internal_count=3121 2757 407 2350 2196 1545 1462 813 649 650 407 223
is_linear=0
shrinkage=0.00473777


Tree=1550
num_leaves=12
num_cat=0
split_feature=43 15 40 133 160 474 151 4 52 0 15
split_gain=7.97793e-05 0.000108043 0.000109088 8.71384e-05 0.000140868 0.00028952 0.000116458 0.000202967 0.00015786 0.000129848 9.27072e-05
threshold=0.21122500000000002 0.091650000000000023 -0.073884999999999992 -0.032969999999999992 -1.0000000180025095e-35 0.084660000000000027 -0.0083949999999999979 0.24564500000000003 0.024145000000000003 -0.053834999999999994 -0.016799999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -6 8 10 -10 -8
right_child=-2 -3 3 4 6 -7 7 -9 9 -11 -12
leaf_value=0.0015079087991121886 -0.0012840117153582865 -0.0011414492350025898 0.0012663833562405679 -0.0022461084852453172 -0.00085793995583648987 0.0009642039167608793 -0.0011608456775217986 0.0021638393237617035 0.0023949496680019415 -7.8398818792566138e-06 0.00032063788851848386
leaf_weight=0.001308542319072196 0.0010299082475931356 0.0014779767158491228 0.0012385397565116705 0.0016399527396496966 0.0017715534941014927 0.0010244839805633177 0.0019827368291435747 0.0013364838473354235 0.0010040763245293682 0.0010153399056775925 0.0018170039350921497
leaf_count=220 198 456 396 474 213 183 279 127 278 40 257
internal_value=0 7.73944e-05 0.000204805 7.19021e-05 -5.57255e-05 -0.00101173 0.000229607 0.000498856 0.00011646 0.00118685 -0.000452413
internal_weight=0 0.0156167 0.0141387 0.0128302 0.0115916 0.00266444 0.00892719 0.00715564 0.00581916 0.00201942 0.00379974
internal_count=3121 2923 2467 2247 1851 657 1194 981 854 318 536
is_linear=0
shrinkage=0.00473777


Tree=1551
num_leaves=14
num_cat=0
split_feature=41 2 48 0 151 16 2 40 4 15 4 2 16
split_gain=8.16164e-05 0.00010687 7.53553e-05 0.000148445 0.000133014 0.000107467 9.99754e-05 0.0001772 0.000197166 0.000136464 0.000155238 8.28419e-05 7.79267e-05
threshold=0.078475000000000017 -1.0000000180025095e-35 0.016865000000000002 -0.20211999999999997 -0.00099499999999999979 -0.094359999999999986 0.10912000000000001 -1.0000000180025095e-35 -0.084369999999999987 -0.033689999999999991 0.04735000000000001 0.11747 -0.054549999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 5 -3 -4 7 -6 -9 -10 -11 -8 -5
right_child=-2 2 3 12 6 -7 11 8 9 10 -12 -13 -14
leaf_value=0.0014017934321129562 -0.0011989509101575562 -0.001709517823608907 -0.0013483736737079301 0.0021087058292940846 -0.0019688157101851824 0.00060330103001231998 0.0015374157590232549 -0.0013573263741934916 -0.00061508956214208926 0.00010523561094001854 0.0022708074688145064 -0.00016879816153006323 0.00052528141727131304
leaf_weight=0.0010798640476486912 0.0010295239574743533 0.0010580353760252939 0.001116191186735449 0.0010009687389133798 0.0010673241930309069 0.0010480078452417274 0.0011705897009093025 0.0015187973431618779 0.0013688719252301623 0.0013838833743338667 0.0011705677392710445 0.0010203741649631448 0.0014697208527661718
leaf_count=177 148 294 41 181 47 41 142 416 392 723 46 217 256
internal_value=0 7.37643e-05 -2.58715e-05 0.000433665 -0.000244134 -0.00040328 -6.59318e-05 -0.000338136 -1.83228e-05 0.000500032 0.0010976 0.000742799 0.00116679
internal_weight=0 0.0154732 0.0143933 0.00463489 0.00975844 0.0021642 0.00870041 0.00650944 0.00544212 0.00392332 0.00255445 0.00219096 0.00247069
internal_count=3121 2973 2796 519 2277 82 1983 1624 1577 1161 769 359 437
is_linear=0
shrinkage=0.00437696


Tree=1552
num_leaves=27
num_cat=0
split_feature=1213 9 1456 11 159 3 52 50 47 42 15 2 13 13 1375 0 160 43 12 1 15 52 15 151 0 0
split_gain=0.000689783 0.00052225 0.000477817 0.000529848 0.000445068 0.000431672 0.000519898 0.000435642 0.000453142 0.000527885 0.000548312 0.000569025 0.000780691 0.000748052 0.0004598 0.000358862 0.000461097 0.000410948 0.000354 0.000372349 0.000348423 0.000307216 0.000264351 0.000258119 0.000182722 4.53736e-05
threshold=-0.080769999999999995 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088215000000000002 -0.22563499999999997 -0.12018999999999998 0.15915500000000002 0.088280000000000011 0.13148500000000005 0.09832500000000001 0.095175000000000023 0.090310000000000015 -0.53104499999999988 -0.084154999999999994 -0.012484999999999998 -0.10607499999999999 0.081905000000000019 -0.083269999999999997 -0.010834999999999999 0.094465000000000007 -0.015744999999999999 0.096795000000000006 -0.0040799999999999994 -0.00099499999999999979 -0.077809999999999976 0.10455500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 20 7 8 9 10 11 15 -13 22 -15 16 -7 -17 -16 -20 -6 25 -14 -21 -9 -22
right_child=1 2 3 -5 5 6 -8 24 -10 -11 -12 12 13 14 18 17 -18 -19 19 23 21 -23 -24 -25 -26 -27
leaf_value=-0.0011267751963969887 0.00092739766115722136 -0.00091585910362607971 0.00095034911217671005 -0.00078225793797358049 0.001076731201452923 0.00044720251268507382 -0.00099200752129621544 0.00018642176863486337 -0.00085751499646721417 0.00092279484334970322 -0.00090793523025587189 -0.00086335394575264653 0.00039181150825680583 0.00069177135622617767 0.0005791993267142407 -0.00025771992309066424 -0.00080810163426241015 -0.0013949460640510149 -0.0011253101851733953 -0.00059252627055538843 4.9673305276584261e-05 0.00079156613416160712 0.0013315381220412024 0.00041349257829333277 0.0010189484488253645 -0.00039577809934795272
leaf_weight=0.0012209004653233038 0.0013174256618883043 0.0012828153774261932 0.0011807312529761296 0.0017626303795950085 0.0013404913553740627 0.0018139331089184092 0.0012519899728624098 0.0011702937164435046 0.0015232455844591533 0.001238704318148264 0.0016085063718440642 0.0013125692863056324 0.0010358031667694334 0.001867631649261626 0.0010177629249983342 0.0016308304775287654 0.0010037306686854208 0.0012316248672210733 0.0011105626337345438 0.0010929032652953197 0.0010006412488241479 0.0011332886764918726 0.0018270976458296681 0.001162013454241162 0.0011584447238215381 0.0010193740688535513
leaf_count=325 94 258 106 110 77 43 150 185 28 215 88 23 92 20 89 205 26 423 209 42 71 21 28 46 111 36
internal_value=0 1.0023e-05 -2.68489e-05 9.36137e-06 5.62914e-05 1.93181e-05 -5.96535e-05 -8.46888e-06 -7.77315e-05 -1.50628e-05 -8.06417e-05 1.97768e-06 0.000208138 0.000362455 7.43327e-05 -0.000376448 2.80553e-08 -0.000747033 -0.000188748 -0.000420985 0.000442094 0.000172306 0.000991543 -7.41003e-05 0.000600567 -0.000175118
internal_weight=0 0.034095 0.0327776 0.0314948 0.0297322 0.0285514 0.0240576 0.0228057 0.0204769 0.0189537 0.017715 0.0161065 0.0104263 0.00911377 0.00625087 0.00568012 0.00281766 0.00286246 0.00438324 0.00336548 0.0044938 0.0031533 0.0028629 0.00225492 0.00232874 0.00202002
internal_count=3121 2796 2702 2444 2334 2228 2023 1873 1577 1549 1334 1246 549 526 406 697 69 628 386 297 205 128 120 88 296 107
is_linear=0
shrinkage=0.00148603


Tree=1553
num_leaves=22
num_cat=0
split_feature=1213 14 1374 457 49 3 39 124 484 151 4 40 2 160 13 16 1 1 0 16 16
split_gain=0.000416804 0.000393687 0.000404849 0.000382043 0.000394289 0.0002874 0.000393773 0.000334565 0.000504154 0.000397506 0.000452776 0.00032618 0.000384316 0.000322639 0.00037453 0.00025692 0.000199549 0.00018265 0.000201092 0.000169219 0.00011085
threshold=-1.0000000180025095e-35 0.076175000000000007 -0.094929999999999987 0.080930000000000016 -0.083094999999999988 0.30112000000000005 0.13507500000000003 -0.043384999999999993 -1.0000000180025095e-35 -0.088484999999999994 0.27044500000000005 -0.067184999999999981 0.11177500000000001 -0.091944999999999985 -0.084034999999999985 -0.079109999999999986 0.111945 0.090740000000000015 -0.055064999999999996 -0.082779999999999979 -0.070454999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 7 -4 -9 -10 11 -11 13 -13 19 -16 -12 18 -17 -15 -14
right_child=1 -3 3 4 -6 -7 -8 8 9 10 16 12 20 14 15 17 -18 -19 -20 -21 -22
leaf_value=-0.00082066380078700573 -0.00083411976247359438 -0.00081333238811713343 0.00057724621478670145 -0.00011823951156116602 0.0010004356223809619 0.0007856090044968862 0.00088861119886334266 -0.0010944786428314693 -0.00093369865321651241 -0.00078261090442439507 0.00021375449365839782 -0.00056219275049229807 -0.00023716343243871527 0.00089319617410280722 -0.0004683404739302989 0.00093112896505988024 0.0010803913623740513 -0.00015113758893535236 1.9157982944261778e-05 0.00019175618537378331 -0.00090620726796538265
leaf_weight=0.001324241669134584 0.00104951327940661 0.0011627309114980991 0.0017461799387788737 0.0010801431673619355 0.0019551598891024971 0.001086752364592102 0.0010513042810167397 0.0010676405549730752 0.0010382953048733148 0.0013462955349083936 0.0012618670990711669 0.0013805915854159809 0.0010710976717778209 0.0019394442319864424 0.0018735479311402453 0.0011121520838547972 0.0010965949166088507 0.0017788437032194571 0.0010269724350262695 0.0012483513428413976 0.0011173410387962388
leaf_count=491 53 87 176 59 142 116 35 430 71 44 42 254 36 57 308 203 91 195 38 86 107
internal_value=0 3.28801e-05 7.02515e-05 0.000107799 0.000602344 4.03138e-05 2.03001e-06 -4.43294e-05 -0.000103449 -4.22591e-05 1.46886e-05 -8.74975e-05 -1.29196e-05 0.000106608 0.000209438 -1.57259e-05 0.000616708 0.000200712 0.000493301 0.00061851 -0.000578754
internal_weight=0 0.0274908 0.0263281 0.0252786 0.0030353 0.0222433 0.0211565 0.0201052 0.018359 0.0172914 0.0162531 0.0138946 0.0125483 0.0103599 0.00897931 0.00579152 0.00235846 0.00391797 0.00213912 0.0031878 0.00218844
internal_count=3121 2630 2543 2490 201 2289 2173 2138 1962 1532 1461 1328 1284 1141 887 744 133 436 241 143 143
is_linear=0
shrinkage=0.00148603


Tree=1554
num_leaves=25
num_cat=0
split_feature=1213 14 3 52 157 48 130 159 133 0 40 42 160 43 47 4 1 3 484 13 1 15 2 43
split_gain=0.000623388 0.000580148 0.000415622 0.000359023 0.000440101 0.000489377 0.000450572 0.000504409 0.000299729 0.000395078 0.000347866 0.000896517 0.000401866 0.000491716 0.000475064 0.000870815 0.000574967 0.000385921 0.000260436 0.000240928 0.000231836 0.000197708 0.00019746 0.000174492
threshold=-0.080769999999999995 0.076175000000000007 0.30112000000000005 -0.43320999999999993 -0.077384999999999995 0.12879500000000002 -0.0015749999999999998 0.10407500000000001 0.10622000000000002 1.0000000180025095e-35 0.064905000000000018 -0.11466499999999999 -1.0000000180025095e-35 -0.073404999999999984 0.092710000000000015 0.0061450000000000003 0.088485000000000022 0.090900000000000009 0.085130000000000011 -0.13710499999999998 0.095285000000000022 -0.053579999999999996 0.097220000000000015 -0.090299999999999991
decision_type=2 2 2 2 2 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 18 6 -6 8 9 10 11 -8 22 21 15 16 -15 20 -5 -11 -17 -14 -13 -21
right_child=1 -3 -4 4 5 -7 7 -9 -10 19 -12 12 13 14 -16 17 -18 -19 -20 23 -22 -23 -24 -25
leaf_value=-0.001110040325962445 -0.0007927445119129612 -0.00091744745362297355 0.00095553053799498201 0.00017945809741561544 -0.00077330398818885077 -0.00072730153286501163 -0.0012587170048134438 -0.00088347025929917688 -0.00047383210205696486 4.1361412331901396e-05 0.00090637028889708159 -0.00089372598512622674 0.0011447074044318897 0.00018818512483647864 -0.00062149340635356438 -0.00016716772001337349 -0.0012370301773955556 0.0012693476961498063 0.0011571617793738813 0.00047260841408536887 0.00074568553521639827 0.00037233708755298682 8.0523369153972264e-06 0.0011881842762624481
leaf_weight=0.0010515770251956482 0.001058479118966559 0.001309295549344113 0.0010924834525527496 0.0011305498564783125 0.00126324169338382 0.0017507937641099139 0.0010290888614414304 0.0010087885154970158 0.0014193341432681963 0.0010815291909409552 0.0010847995957634646 0.0010128035460398319 0.0015256105311531876 0.0014161494347038617 0.0016236221557170971 0.0010924793041464653 0.0010435325932434125 0.0015032327282682445 0.0011838122751233193 0.0013821208642106342 0.0012852224648987054 0.0013053001280387564 0.0010494019538527244 0.0015173912236150491
leaf_count=325 275 96 130 153 210 63 71 155 304 16 28 286 146 218 57 48 75 46 110 25 39 95 77 73
internal_value=0 3.10653e-05 7.4097e-05 3.94176e-05 7.23965e-05 1.47933e-05 7.21717e-05 0.000122126 0.000171922 0.000220283 0.000111813 4.97431e-05 0.000154471 0.000267046 8.16671e-05 0.000261723 -0.00041647 0.000691552 0.00067956 0.000628196 0.000326258 0.000788576 -0.000434835 0.000847088
internal_weight=0 0.0301691 0.0288598 0.0277673 0.0267088 0.0243944 0.0226436 0.0213804 0.0203716 0.0189523 0.0149712 0.0138864 0.0128574 0.0107951 0.00796424 0.00634062 0.00245968 0.00388093 0.00231436 0.00398104 0.0023777 0.00283091 0.00206221 0.00289951
internal_count=3121 2796 2700 2570 2295 2032 1969 1759 1604 1300 1186 1158 1087 724 483 426 293 133 263 114 87 241 363 98
is_linear=0
shrinkage=0.00145689


Tree=1555
num_leaves=12
num_cat=0
split_feature=1 0 47 15 12 1 16 52 16 133 4
split_gain=8.08089e-05 0.000170398 0.000122676 0.00017701 0.000192506 0.000155679 0.00015154 0.000252022 0.000177283 0.000119454 9.15052e-05
threshold=0.077565000000000009 -0.059114999999999994 0.087235000000000021 1.0000000180025095e-35 0.088305000000000008 0.13146500000000003 -0.10850999999999998 -0.081429999999999989 -0.008904999999999998 1.0000000180025095e-35 0.24564500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 -5 10 -2 -8 -9 -3 -4
right_child=2 9 5 4 -6 -7 7 8 -10 -11 -12
leaf_value=-0.0016290885498665003 0.0024375667607725183 0.00098643538986396243 -0.0021337113962342641 -0.0017804080492448964 0.00089047916324635156 0.00084456701273985676 0.0021505266520842723 -0.0012689188100315388 0.00122724558057398 -0.0010070167063154073 -0.00029588594019029483
leaf_weight=0.0019712479434408408 0.0013367164137731849 0.0017939378867164457 0.0012541315306606746 0.0013378427476258559 0.0011914394917564852 0.0013121619504097293 0.0015313876767619758 0.0016938631476743913 0.0010933561716310021 0.0011533128739426857 0.0012767935081257065
leaf_count=1460 251 97 193 161 267 55 247 141 118 79 52
internal_value=0 -0.000529255 0.00020599 0.000540419 -0.000522264 -0.000506242 0.00101569 0.000575586 -0.000289736 0.000206361 -0.00120657
internal_weight=0 0.0049185 0.0120277 0.00818461 0.00252928 0.00384309 0.00565532 0.00431861 0.00278722 0.00294725 0.00253093
internal_count=3121 1636 1485 1185 428 300 757 506 259 176 245
is_linear=0
shrinkage=0.00483252


Tree=1556
num_leaves=24
num_cat=0
split_feature=14 1213 1456 484 453 52 1374 12 52 1 40 16 0 43 16 16 48 484 4 13 4 16 15
split_gain=0.000547954 0.000455138 0.000368054 0.00034239 0.000549964 0.000360353 0.000363022 0.00038433 0.000336203 0.000330062 0.000296001 0.000279968 0.000264078 0.000249654 0.000428426 0.000245618 0.000231173 0.000215846 0.000202341 0.000195096 0.00019043 9.88221e-05 7.01482e-05
threshold=0.076175000000000007 -1.0000000180025095e-35 -1.0000000180025095e-35 0.085515000000000022 1.0000000180025095e-35 -0.40306999999999998 -0.094929999999999987 0.092355000000000007 1.0000000180025095e-35 0.094385000000000011 -0.072979999999999975 -0.074319999999999983 -0.11756999999999999 -0.51144999999999985 -0.083539999999999989 -0.097644999999999996 0.084485000000000018 0.091880000000000003 0.24564500000000003 -0.0039049999999999992 -0.013125 0.064860000000000015 -0.033689999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7 9 12 13 -11 18 -9 -8 15 -15 21 -5 -12 -14 -13 -16 -22
right_child=-2 2 3 17 -6 6 7 8 -10 10 11 20 19 14 16 -17 -18 -19 -20 -21 22 -23 -24
leaf_value=-0.00077677778727072786 -0.00092043274033902847 -0.00076740993504410056 -0.00066632100930018691 0.0010577701445331517 -0.00095300247621826631 -0.00064360538841919644 0.00075835791359636661 -0.00053268455490250021 -0.000629373727833208 -0.00013414455835147182 -0.00020136946495680002 0.00048523811402395893 -0.00013556120954504221 -2.6269301980717595e-05 -0.00034900360945136044 0.00079687562145193869 0.00021482128962957821 0.00021187255081514693 0.00062387014276549788 0.00058701445634723481 0.00091143164089420141 -0.00093899836038840848 0.0014285916002185484
leaf_weight=0.0013643211112725475 0.0012976454576056886 0.0010341554558586088 0.001199465401772958 0.0011555557397837637 0.0010677899975122243 0.001148143279294799 0.0010023795925135897 0.0010146734580862571 0.001841952985153078 0.0011542894509354584 0.0010053319925518167 0.0012732464814888544 0.0012541879482619311 0.0014684836974404036 0.0013603825806020129 0.0014898271251826342 0.0010138763919314564 0.0013165646809480958 0.0015265663302417298 0.0019437701843555413 0.0010207608687538006 0.0010085746104122606 0.0011245964843737966
leaf_count=477 101 241 236 103 65 27 21 29 244 139 47 49 157 129 354 153 79 139 124 98 60 37 12
internal_value=0 2.84113e-05 6.8468e-05 0.000101223 4.89194e-05 9.57386e-05 0.000137957 0.000181723 -0.000120368 0.000308315 0.000527794 0.000656198 0.000102193 9.59713e-05 -8.73584e-06 0.000388273 -0.000355922 0.000607275 0.000296195 0.000303632 0.000922824 -0.000600192 0.00118253
internal_weight=0 0.0287889 0.0274246 0.0263904 0.0239183 0.0228505 0.021651 0.0205029 0.00605458 0.0144483 0.00710479 0.0059505 0.00421263 0.00734352 0.00634114 0.00295831 0.00338283 0.00247212 0.0025319 0.00319796 0.0034186 0.00236896 0.00214536
internal_count=3121 3020 2543 2302 2060 1995 1759 1732 528 1204 431 292 284 773 752 282 470 242 171 255 121 391 72
is_linear=0
shrinkage=0.00142833


Tree=1557
num_leaves=13
num_cat=0
split_feature=11 48 43 4 49 42 4 15 15 51 4 52
split_gain=8.86906e-05 0.000112065 0.000237766 0.000168041 0.000133845 9.92026e-05 0.000204179 0.00012441 0.000210662 0.000163665 0.000192734 0.00016057
threshold=0.081790000000000015 0.016865000000000002 -0.043144999999999996 0.033845000000000007 -0.054319999999999993 0.086325000000000013 0.09173000000000002 -0.016799999999999995 -0.10091499999999999 -0.025069999999999999 -0.076779999999999987 0.084240000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 4 -4 7 -7 8 -1 -9 11 -11
right_child=-2 2 3 -5 -6 6 -8 9 -10 10 -12 -13
leaf_value=0.0003082175490646341 -0.0010344372067759137 0.0021710189358045639 -0.00025201788771168573 -0.0012365958724363546 0.0016420859426989455 -0.0017708403322534432 0.00041926391906719671 0.0015852441713518823 -0.0021052913682376153 0.0014296498200176084 -0.0014502219531672357 -0.00067080331642986146
leaf_weight=0.0015380621493634034 0.0013162768032206609 0.0012245353475323767 0.0013108285101669503 0.0011474541044194098 0.0012303465549280126 0.0016370889956911633 0.0012985359043154315 0.001532827409476605 0.0010253749725968372 0.0015676696518800281 0.0011158283783082217 0.0010232551225526909
leaf_count=185 175 281 93 75 131 791 168 169 317 220 231 285
internal_value=0 8.0298e-05 0.000596262 7.34814e-05 0.00066504 -0.000155767 -0.000802076 8.73851e-05 -0.000657186 0.000451663 -1.70994e-05 0.000600101
internal_weight=0 0.0156518 0.00491316 0.00368863 0.00254118 0.0107386 0.00293562 0.00780302 0.00256344 0.00523958 0.00370675 0.00259092
internal_count=3121 2946 580 299 224 2366 959 1407 502 905 736 505
is_linear=0
shrinkage=0.00412451


Tree=1558
num_leaves=12
num_cat=0
split_feature=52 52 39 51 42 42 47 4 48 13 4
split_gain=7.38941e-05 0.000132882 0.000125537 0.000106455 0.000192354 0.000166935 0.00010465 0.000211328 0.00016697 0.000136021 0.000102832
threshold=-0.24456499999999998 -0.099454999999999974 0.091820000000000013 -0.076794999999999988 -0.0060199999999999993 0.092620000000000022 0.092710000000000015 -0.27825499999999997 0.086260000000000017 -0.084319999999999992 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 7 -6 9 -9 -11
right_child=1 2 -4 4 5 -7 -8 8 -10 10 -12
leaf_value=-0.00099735440237609056 0.0018971314172043427 -0.0015210470652390938 0.0016711625057430877 -0.001858789766179736 -0.0012313021707553065 -0.0013110235373343484 -0.00072211834630627153 0.00036484780534460476 -0.00023241179630407351 0.0033978042233704943 0.0014302144317924731
leaf_weight=0.0018362349587981537 0.0010628952400357763 0.0014148895700538842 0.0011031835507130652 0.0013428075158757073 0.0011576136677309314 0.0015803103809312333 0.001479679107532661 0.0013178345005098076 0.0015837139619851726 0.0014198021487203255 0.0014889904065526968
leaf_count=364 223 263 160 649 42 426 130 396 143 195 130
internal_value=0 0.000114553 -2.18658e-05 -0.000167945 4.24237e-07 0.000249385 0.000541293 0.000809585 0.0012162 0.00175899 0.00239061
internal_weight=0 0.0149517 0.0138888 0.0127856 0.0113708 0.0100279 0.00844763 0.00696795 0.00581034 0.00422663 0.00290879
internal_count=3121 2757 2534 2374 2111 1462 1036 906 864 721 325
is_linear=0
shrinkage=0.00523088


Tree=1559
num_leaves=13
num_cat=0
split_feature=11 0 1 13 15 3 2 133 43 1 0 47
split_gain=7.38642e-05 9.99384e-05 0.000156974 0.000148855 0.000165756 0.000177725 0.000266324 0.000138667 9.09587e-05 7.70671e-05 5.72669e-05 9.00046e-05
threshold=0.080455000000000013 -0.0058249999999999994 0.077565000000000009 -0.094514999999999988 0.035560000000000008 0.12178000000000001 0.098035000000000011 0.083950000000000011 -0.043144999999999996 0.089175000000000018 -0.10836499999999999 0.11518500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -4 5 6 9 -1 -3 -5 -11 -12
right_child=-2 8 3 4 -6 -7 -8 -9 -10 10 11 -13
leaf_value=-0.0021757227278018749 -0.0010414612652769326 0.0018685130551772725 0.0014882451024320962 0.0010538324271324184 -0.0016642440291191657 -0.0014693986511907214 0.0022841387107376942 0.00011518226638442158 0.00017203136041682619 -0.0012791597877177107 -0.00086126748906670823 0.0010715284742921533
leaf_weight=0.0013638070028000994 0.0014132136573834489 0.0012163438709929947 0.0016061406596852299 0.0010724868091566142 0.0012678763396854198 0.0011926981770429279 0.0014670740121505155 0.0010494289433764792 0.0017021287496737378 0.0011192326012334783 0.0011598506511402143 0.0010132543072796096
leaf_count=844 189 114 191 101 310 48 195 701 130 45 198 55
internal_value=0 9.08217e-05 -9.60319e-05 0.00016811 -8.7582e-05 0.000196991 0.00053779 -0.00117949 0.000879081 -4.91811e-05 -0.00040849 3.99379e-05
internal_weight=0 0.0152303 0.0123118 0.00989861 0.00829247 0.0070246 0.0058319 0.00241324 0.00291847 0.00436482 0.00329234 0.0021731
internal_count=3121 2932 2688 1143 952 642 594 1545 244 399 298 253
is_linear=0
shrinkage=0.00473777


Tree=1560
num_leaves=13
num_cat=0
split_feature=52 457 1 474 43 16 2 51 15 4 0 43
split_gain=6.61194e-05 0.000121409 0.000157717 0.000105164 0.000114423 0.000136114 0.000225768 0.000178807 0.000148899 0.0001103 0.000166786 6.60391e-05
threshold=-0.24164999999999998 0.087995000000000004 0.13210500000000003 0.084660000000000027 -0.15582499999999996 -0.056919999999999991 0.097220000000000015 0.081440000000000026 0.090455000000000021 0.27834500000000006 -0.10224499999999999 -0.34140499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 11 7 -7 8 9 10 -6 -2
right_child=1 -3 -4 -5 5 6 -8 -9 -10 -11 -12 -13
leaf_value=-0.0011815831109725529 -0.00027841269211318281 0.0018796409560573272 0.0023339620799192324 0.0015549441234787931 -0.0043206506386776799 -0.0034558846146106187 -2.3524020497289538e-05 0.001816722833556576 0.0012793575881854236 0.00016030905346292804 -0.00064545957673154178 0.0020483593522576688
leaf_weight=0.0018041738356788231 0.0010156940786910651 0.0015177653521634147 0.0010672111566867671 0.0011980531282875804 0.0010136834717486857 0.0017366354037253702 0.0015203024208736843 0.0014153532100199956 0.0010360007491763135 0.0010455770631440098 0.0010776219273914145 0.0010488216368553802
leaf_count=374 109 148 200 231 122 542 167 263 241 106 546 72
internal_value=0 0.000137742 -6.29267e-05 -0.000274195 -0.000475063 -0.000796861 -0.0018537 -0.000180915 -0.000858472 -0.00156452 -0.00242687 0.000903641
internal_weight=0 0.0146927 0.013175 0.0121077 0.0109097 0.00884517 0.00325694 0.00558824 0.00417288 0.00313688 0.00209131 0.00206452
internal_count=3121 2747 2599 2399 2168 1987 709 1278 1015 774 668 181
is_linear=0
shrinkage=0.00650394


Tree=1561
num_leaves=13
num_cat=0
split_feature=484 15 11 48 0 15 16 16 16 12 16 2
split_gain=7.01858e-05 9.23647e-05 0.000137816 0.000106692 0.000241673 0.000141906 0.000170043 0.000166607 0.000170281 0.000188463 0.000163057 0.000105874
threshold=-0.0068949999999999992 -0.24436499999999997 0.079915000000000014 0.016865000000000002 -0.20211999999999997 -0.016799999999999995 0.38525000000000004 0.15273500000000004 -0.088394999999999987 0.084100000000000022 -0.056919999999999991 0.10252500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 10 7 8 -7 -10 -3 -6
right_child=1 2 -4 4 11 6 -8 -9 9 -11 -12 -13
leaf_value=-0.0015043016499336019 0.001709941272871403 2.323338933212419e-05 -0.002169808930387047 -0.00076461106545014086 0.0010137459953494564 -0.0010814115657560158 0.0021977679678757672 -0.0023768853461676475 0.0031275608943384936 -0.00039262266415548524 -0.002863421350643284 0.0036097086285278458
leaf_weight=0.0010561057926661904 0.0011830365019661051 0.0014879989847907532 0.0010159592321947733 0.0017024272465775425 0.0012127824762837034 0.0017278022685147682 0.0013107245187100602 0.001037541505860301 0.0011447179676580266 0.0010552882713395773 0.0013451391200214411 0.0010655631620949402
leaf_count=503 232 219 155 57 244 280 33 59 155 735 299 150
internal_value=0 9.7287e-05 -3.7963e-05 0.000127497 0.00094809 -0.000231106 0.000272771 -0.000235379 0.000330306 0.00143902 -0.00134731 0.00222786
internal_weight=0 0.015289 0.0141059 0.01309 0.00398077 0.00910921 0.00627607 0.00496535 0.00392781 0.00220001 0.00283314 0.00227835
internal_count=3121 2618 2386 2231 451 1780 1262 1229 1170 890 518 394
is_linear=0
shrinkage=0.00600863


Tree=1562
num_leaves=12
num_cat=0
split_feature=47 4 1 151 52 52 3 4 42 0 15
split_gain=6.23567e-05 0.00012692 0.000184101 0.000104067 0.000147168 0.000206093 0.000218417 0.000160717 0.000126342 0.000173373 0.000198248
threshold=0.13148500000000005 0.24564500000000003 0.111945 -0.086769999999999986 0.11434500000000002 0.096795000000000006 -0.12711499999999995 -0.083854999999999985 0.08623500000000002 -0.10607499999999999 -0.092489999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 -5 -8 9 10 -9
right_child=-2 2 -4 4 -6 -7 7 8 -10 -11 -12
leaf_value=0.0013031319279569581 -0.0010268184185387422 -0.00017525290713101788 0.002216098954736451 -0.0023267954470869499 -0.001915970610703062 0.0019792684081365993 0.0012198833973158874 -0.0018778784488986005 0.00076489581603628469 -0.0022597869406214294 0.00078621361077390478
leaf_weight=0.0010614994684598486 0.0012822583311899996 0.0015702639071888411 0.0014424565734208888 0.0011134671890170615 0.0011510026972451912 0.0010087011693848966 0.0018135526450416438 0.0010202694316936434 0.0015180553704438535 0.0013880362443717048 0.0018087627904166429
leaf_count=223 65 147 264 181 381 129 403 50 558 624 96
internal_value=0 8.37833e-05 0.000969699 -0.000140818 -0.000282453 -8.80355e-05 -0.000328772 -3.40533e-05 -0.000430571 -0.000860914 -0.000174571
internal_weight=0 0.0148961 0.00301272 0.0118833 0.0108218 0.00967084 0.00866214 0.00754868 0.00573512 0.00421707 0.00282903
internal_count=3121 3056 411 2645 2422 2041 1912 1731 1328 770 146
is_linear=0
shrinkage=0.00483252


Tree=1563
num_leaves=21
num_cat=0
split_feature=14 1213 44 124 484 48 40 0 457 47 3 13 2 51 15 1 11 43 4 3
split_gain=0.000470766 0.00040192 0.000363977 0.000363062 0.000408101 0.000480574 0.00037015 0.000392443 0.000511193 0.000352142 0.00042751 0.000346129 0.00042002 0.000243543 0.000411693 0.000259292 0.000203224 0.00019875 0.000131413 7.29267e-06
threshold=0.076175000000000007 -1.0000000180025095e-35 1.0000000180025095e-35 -0.043384999999999993 -0.0068949999999999992 0.12737000000000001 -0.063404999999999989 -0.10607499999999999 -0.0029299999999999994 0.11635500000000001 -0.12018999999999998 -0.084034999999999985 0.090050000000000005 0.087505000000000013 -0.11713499999999999 0.08592000000000001 0.080455000000000013 -0.090299999999999991 -0.077679999999999985 -0.075944999999999985
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 8 -8 10 16 18 17 14 -10 -16 -9 -13 -12 -17
right_child=-2 2 -4 4 5 -7 7 9 13 -11 11 12 -14 -15 15 19 -18 -19 -20 -21
leaf_value=-0.00078179691011865001 -0.00094123030560783834 0.00068134855817977369 -0.0007170360738673004 -0.00067593960405474684 -0.00056041044981204927 -0.00076008541138187786 -0.00041836717111974137 0.00067002856307583512 0.00017381894540419024 0.00082544017277522727 0.00039070359972818698 0.00017059926505652565 -0.001303666183472049 5.955790329268164e-05 0.00047442341094881802 0.0012630963512322083 -6.7579418051791167e-05 -0.0005914847490284419 -0.00020339906002907269 0.0014284550354747986
leaf_weight=0.0012136862913762472 0.0010785809977520424 0.0019914413568575809 0.0011747505664914107 0.0014951427877178949 0.0013846434370619045 0.0012554549375245463 0.0011112833866349092 0.0019876358402721667 0.0015294693001921544 0.0010534511957231993 0.0016437537592892681 0.0012932725177826603 0.001038923641875078 0.0011881030305049833 0.001004317729647034 0.0010213414595483528 0.0012358543545936129 0.0015172121654650397 0.0014120955538730008 0.0011644705228350816
leaf_count=477 101 237 60 436 87 51 37 71 71 31 51 104 391 33 28 25 103 447 226 54
internal_value=0 2.12627e-05 5.94808e-05 9.69774e-05 4.48769e-05 9.65879e-05 0.000151501 0.000205659 0.000470382 3.94941e-05 -4.22491e-05 -0.00024274 -0.000527662 0.000637563 0.000783068 0.00107517 0.000387237 -0.000240804 0.000116171 0.00135119
internal_weight=0 0.0267163 0.0255026 0.0243279 0.0223364 0.0208413 0.0195858 0.0182012 0.00701899 0.0111822 0.0101287 0.00690526 0.00384941 0.0059077 0.0047196 0.00319013 0.00322349 0.00281048 0.00305585 0.00218581
internal_count=3121 3020 2543 2483 2246 1810 1759 1672 248 1424 1393 1219 942 211 178 107 174 551 277 79
is_linear=0
shrinkage=0.00142833


Tree=1564
num_leaves=13
num_cat=0
split_feature=2 484 42 3 43 1 15 15 15 43 151 52
split_gain=6.9171e-05 6.49851e-05 8.95773e-05 0.000142756 0.000134109 0.000128403 0.00010883 0.000198588 0.000213539 0.000370153 0.00018713 0.000161731
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.091735000000000025 -0.12018999999999998 0.12266000000000001 0.11230000000000001 -0.074054999999999996 -0.016799999999999995 1.0000000180025095e-35 -0.0030899999999999994 -0.044604999999999992 -0.065544999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 -4 10 -8 -9 -10 -5 -12
right_child=1 2 5 4 -6 -7 7 8 9 -11 11 -13
leaf_value=0.0010047052214060875 -0.0011869252022179097 0.0013311595876318461 -0.0020331663926442499 -0.0013119977796398317 0.001366133869624445 0.00022107975371972859 -0.0024646657476740988 0.0011024476570317084 0.0004133418775541968 -0.0031740401088141638 -0.00042323266172973091 0.0018621971719090373
leaf_weight=0.0012953712506756912 0.0010458924453231539 0.0017846691467305895 0.0010212524844776536 0.0010411511081094282 0.0011912771393245989 0.0010761305586921288 0.0010464718840350632 0.0015262791564929438 0.0014468295186388118 0.0010147884921231616 0.0010595379769500826 0.0016297799963851415
leaf_count=199 510 198 405 114 161 117 184 163 478 202 150 240
internal_value=0 -9.24271e-05 -9.70461e-06 0.00014515 -6.74468e-05 -0.000876552 -0.000262293 -0.000699095 -0.000235789 -0.00106554 0.000327185 0.000961783
internal_weight=0 0.0148841 0.0138382 0.0117408 0.00995612 0.00209738 0.00876484 0.00503437 0.0039879 0.00246162 0.00373047 0.00268932
internal_count=3121 2922 2412 1890 1692 522 1531 1027 843 680 504 390
is_linear=0
shrinkage=0.00455379


Tree=1565
num_leaves=25
num_cat=0
split_feature=1213 160 14 3 1374 457 484 49 50 48 51 0 1 4 4 52 13 47 1 13 15 1 52 3
split_gain=0.000538814 0.000541961 0.000506593 0.000362684 0.000283816 0.000312747 0.000414309 0.000406817 0.00029477 0.000530021 0.000386479 0.000397163 0.000315743 0.000353902 0.000445591 0.0010069 0.000415398 0.000384735 0.000374799 0.000288244 0.00019637 0.000163845 0.000144149 0.0001058
threshold=-0.080769999999999995 -0.40698999999999991 0.076975000000000002 0.30112000000000005 -0.094929999999999987 0.080930000000000016 -1.0000000180025095e-35 -0.083629999999999996 0.099210000000000007 0.11951500000000001 0.086310000000000012 -0.17169499999999996 0.13075500000000004 -0.083854999999999985 -0.49405499999999997 0.10347000000000002 -0.0034749999999999994 0.092530000000000015 0.095285000000000022 -0.099939999999999987 -0.090644999999999989 0.11181500000000001 0.081010000000000013 0.090900000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -6 -7 9 10 11 23 13 14 15 -13 22 18 19 -15 -9 -20 -16 -8
right_child=1 2 -4 -5 5 7 8 20 -10 -11 -12 12 -14 17 16 -17 -18 -19 21 -21 -22 -23 -24 -25
leaf_value=-0.0010539680045249676 -0.0010232417982209852 -0.00063048086060980108 -0.00087031354736490118 0.00091017912933050876 -0.00078708665134201959 -0.00023059175019542118 0.0010636234664462274 0.0013611952552258259 0.0007735649168947226 -0.00094427782488050427 -0.0007748628733809668 -0.0013293141935672719 0.00061404408058831391 0.00018970391949824168 0.0013730261766497385 0.00068497211805708142 -2.1987635649743136e-05 -0.00080820047033935906 0.00085817060113642612 -0.0007058760824920281 0.00044887977400319586 4.2031701268408819e-05 0.00060605812324469942 0.00040781598336827728
leaf_weight=0.0010553102490037927 0.0010471561350202099 0.0012334455961262583 0.0012289893075396732 0.0010879835861199441 0.0012581236655465336 0.0010052580332171601 0.0010538894363036786 0.0010019181593747817 0.0012042917714165649 0.0011149264795484717 0.0010307342225124297 0.0010135605404189008 0.0019008412868891942 0.0012618542864046792 0.0010225134984884754 0.0010966846530209295 0.0015043075717642209 0.001859282223667158 0.0010241865674149864 0.0019286827632519453 0.0010011686969081382 0.0010650450280493828 0.0010586332272879417 0.0010348525606787007
leaf_count=325 218 50 83 130 440 55 28 38 107 53 106 90 101 35 30 6 106 107 71 668 97 74 83 20
internal_value=0 5.79378e-06 4.42902e-05 8.62912e-05 5.13777e-05 8.57889e-05 2.40448e-05 0.000525673 7.46292e-05 3.0258e-05 9.1111e-05 0.000144164 5.98891e-05 -2.21819e-05 0.000248664 -0.000282499 0.000561283 -0.000238269 -3.7566e-05 -0.000351675 0.000905208 0.000442121 0.000982887 0.000738708
internal_weight=0 0.0290383 0.0279912 0.0267622 0.0256742 0.0244408 0.0214324 0.00300834 0.0201743 0.01897 0.0178551 0.0168243 0.0147356 0.0128348 0.0056957 0.00211025 0.00358545 0.00713905 0.00527977 0.00319054 0.00200309 0.00208923 0.00208115 0.00208874
internal_count=3121 2796 2578 2495 2365 2315 2125 190 1685 1578 1525 1419 1371 1270 315 96 219 955 848 703 135 145 113 48
is_linear=0
shrinkage=0.00145689


Tree=1566
num_leaves=12
num_cat=0
split_feature=14 1 0 48 0 52 1 133 3 131 12
split_gain=7.25816e-05 9.34568e-05 0.000159432 0.000119324 0.000224772 0.00019782 0.000127823 0.000117045 0.000110978 7.91744e-05 0.000121794
threshold=-0.10708499999999999 0.077565000000000009 -0.059114999999999994 0.12879500000000002 -0.11991499999999998 -0.0064899999999999992 0.091785000000000019 1.0000000180025095e-35 -0.10519499999999998 0.088315000000000018 -0.010834999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -3 -4 -6 10 -10
right_child=1 3 7 -5 8 -7 -8 -9 9 -11 -12
leaf_value=-0.0013333777876554558 -0.0019118136914816574 -0.00096523975125247755 0.0012577301335399463 -0.0013890483229931122 0.0013249753453256632 0.0031369566294849141 0.0019681466600418572 -0.001207866716932484 0.00035464553138556311 0.00065685900850858618 -0.0021933218967835821
leaf_weight=0.0013182195247659059 0.0018718785948165576 0.0010517747119751508 0.0017307099499013221 0.0011188647681237293 0.0013144655229970223 0.0018200846487324016 0.0010109985963551171 0.0010882331218375896 0.0010682243887150606 0.0011275956439251583 0.001666837068167751
leaf_count=140 1460 57 96 76 183 173 95 79 133 249 380
internal_value=0 0.000108868 -0.000579079 0.000425901 0.000650039 0.00172144 0.00047246 0.000305904 -0.000153515 -0.000656646 -0.00119817
internal_weight=0 0.0148697 0.00469082 0.0101788 0.00905998 0.00388286 0.00206277 0.00281894 0.00517712 0.00386266 0.00273506
internal_count=3121 2981 1635 1346 1270 325 152 175 945 762 513
is_linear=0
shrinkage=0.00589082


Tree=1567
num_leaves=23
num_cat=0
split_feature=14 1213 160 1374 52 157 453 484 130 0 50 52 160 0 133 42 16 47 133 42 12 0
split_gain=0.000457703 0.000410161 0.000424973 0.000308308 0.000320381 0.000331345 0.000445406 0.000457188 0.000421198 0.000359751 0.000350792 0.000389342 0.000340542 0.000285196 0.000495081 0.000336232 0.000449144 0.000212463 0.000405535 0.000195629 9.72994e-05 8.792e-05
threshold=0.076175000000000007 -1.0000000180025095e-35 -0.26568499999999995 -0.094929999999999987 -0.43320999999999993 -0.077384999999999995 1.0000000180025095e-35 -1.0000000180025095e-35 -0.0015749999999999998 -0.23091999999999999 0.10030500000000002 0.11434500000000002 0.092865000000000017 -0.019414999999999998 0.089755000000000015 0.087995000000000004 -0.056919999999999991 0.092165000000000011 0.083950000000000011 0.091545000000000015 0.051320000000000005 -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
left_child=1 -1 -3 -4 -5 -6 7 -7 -9 -10 11 12 13 15 20 16 17 18 -11 -17 -15 -18
right_child=-2 2 3 4 5 6 -8 8 9 10 -12 -13 -14 14 -16 19 21 -19 -20 -21 -22 -23
leaf_value=-0.00072988750326132088 -0.00081212717056816154 -0.00080521265842407462 -0.0006299810793350645 -0.00059984903305650887 0.0006981829586233659 -0.00052227401185951834 -0.0006578832596219555 -0.00056286052004188021 0.0010268911101459642 -0.00031576241749475787 0.0009214575064577118 -0.00051881680563519491 -0.00050929368289922379 0.0012290480032773182 -0.00011953012391563584 0.001024367947376805 -0.00082475399270087713 0.00070191979133542 0.00074667253704346404 0.00026043862888706459 0.00068324351018816043 -0.00025136167651411444
leaf_weight=0.0013193017664692988 0.0013117046610282559 0.0010425497309498868 0.0010778120577494823 0.0011127088870998688 0.0019358523431730603 0.0017149745628584892 0.0013511534160993701 0.0012157713534888251 0.001116309851617806 0.0020005515237793078 0.0012458521344576026 0.0014271148231121975 0.0010684694497475897 0.0012970266739606587 0.0011532486419705557 0.0010957485209868167 0.0010101568837486141 0.0013319242459473024 0.0010236011012765278 0.0014921881410647209 0.0011716859293642301 0.0010058845510370062
leaf_count=477 101 217 53 271 205 368 63 195 37 208 74 101 82 73 24 47 101 35 86 194 29 80
internal_value=0 1.7475e-05 5.4142e-05 8.8803e-05 0.000120079 0.00015394 0.000105437 0.000156067 0.000218426 0.000272891 0.000221328 0.000163476 0.000234808 0.000297997 0.00062309 0.000166584 -2.89887e-06 0.00024506 4.38456e-05 0.000583891 0.000970001 -0.000538665
internal_weight=0 0.0282099 0.0268906 0.025848 0.0247702 0.0236575 0.0217217 0.0203705 0.0186555 0.0174398 0.0163235 0.0150776 0.0136505 0.012582 0.00362196 0.00896005 0.00637212 0.00435608 0.00302415 0.00258794 0.00246871 0.00201604
internal_count=3121 3020 2543 2326 2273 2002 1797 1734 1366 1171 1134 1060 959 877 126 751 510 329 294 241 102 181
is_linear=0
shrinkage=0.00137286


Tree=1568
num_leaves=13
num_cat=0
split_feature=41 2 1 14 42 48 15 4 15 16 3 52
split_gain=7.03347e-05 0.000126827 8.34495e-05 0.000120765 0.000101848 9.06274e-05 0.00018141 0.000137006 0.000235363 9.56016e-05 6.72172e-05 6.61562e-05
threshold=0.078475000000000017 -1.0000000180025095e-35 0.14000500000000002 -1.0000000180025095e-35 -0.0060199999999999993 0.016865000000000002 -0.0063699999999999989 -0.27825499999999997 1.0000000180025095e-35 -0.094359999999999986 -0.078724999999999976 -0.080114999999999978
decision_type=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 -11
right_child=-2 2 -4 4 5 9 7 8 10 11 -12 -13
leaf_value=0.0018435381915346968 -0.0013687699897777898 -0.0018649932806098187 0.0013942822779527636 -0.0012044852676573578 -0.0016282560968338927 -0.0002018752036855249 -0.00098692866235997631 0.0029649379721162356 0.00084474165986106237 0.00062135120833056701 -0.0010283152603807106 0.0024663895098327865
leaf_weight=0.0010817095666393753 0.0010136709642951649 0.0010942087392927799 0.0010512685257021157 0.0017460741860781835 0.0018006737514156363 0.0014522215009906136 0.0014849548752842749 0.0011106436919553972 0.0011400221483945537 0.0010876802158519272 0.0010457096622253888 0.0011259151767277487
leaf_count=177 148 99 90 789 605 87 152 70 376 133 254 141
internal_value=0 8.27094e-05 -5.19999e-05 -0.000168169 -1.33667e-05 0.000189582 -0.000184869 0.000358718 0.000964907 0.000861911 -5.13764e-05 0.0015598
internal_weight=0 0.0152211 0.0141394 0.0130881 0.0119939 0.0102478 0.006582 0.00478133 0.00329638 0.00366582 0.00218573 0.0022136
internal_count=3121 2973 2796 2706 2607 1818 1457 852 700 361 630 274
is_linear=0
shrinkage=0.00533549


Tree=1569
num_leaves=13
num_cat=0
split_feature=1 52 52 49 1 484 16 133 13 1 3 16
split_gain=6.89613e-05 0.000151185 0.000115181 0.000154234 0.000191916 0.000187164 0.000283147 0.000223485 0.000251777 0.000157511 9.89843e-05 7.91133e-05
threshold=0.12337000000000002 0.11434500000000002 0.096795000000000006 -0.043469999999999995 0.097115000000000021 0.084040000000000017 0.058835000000000005 -1.0000000180025095e-35 -0.0030199999999999997 0.094825000000000007 0.10299500000000002 -0.091354999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 11 6 7 -5 -9 -10 -2 -1
right_child=10 -3 -4 5 -6 -7 -8 8 9 -11 -12 -13
leaf_value=0.0010039886440481767 0.0019866035793562843 -0.0017127009145655953 0.0016927952379056923 -0.0025810300921215276 0.0027494974293052624 0.0012102275461703792 -0.0033461822959277516 0.0016847501516564585 -0.0024661858496346054 0.00014143385284658599 -8.9233639702727087e-05 -0.0010525721194742242
leaf_weight=0.0010083245353706971 0.0010777282820571823 0.0015163588975715134 0.0010527746286248538 0.0010359189407903062 0.0010066823371986666 0.0014264522516503897 0.0010664566563846345 0.0017129724722304718 0.0010472110923205004 0.0016056535467985356 0.0015080055009031312 0.0010394181122696808
leaf_count=36 157 438 133 582 146 186 390 512 194 70 137 140
internal_value=0 -0.000156407 4.02212e-05 -0.000118677 0.00087943 -0.000504842 -0.000883071 -0.000396784 0.00012149 -0.000887917 0.000775971 -3.99055e-05
internal_weight=0 0.0135182 0.0120019 0.0109491 0.00305442 0.00789466 0.00646821 0.00540176 0.00436584 0.00265286 0.00258573 0.00204774
internal_count=3121 2827 2389 2256 322 1934 1748 1358 776 264 294 176
is_linear=0
shrinkage=0.00523088


Tree=1570
num_leaves=22
num_cat=0
split_feature=14 1456 1213 1374 11 453 4 160 51 484 16 133 133 43 47 43 43 12 16 43 0
split_gain=0.000489743 0.000365704 0.000398389 0.000354148 0.000292924 0.000328829 0.000357732 0.000304269 0.000377256 0.000441073 0.000331153 0.000327783 0.000405033 0.000370629 0.000225628 0.000474565 0.000398023 0.000206151 0.000196959 0.000184729 9.63162e-05
threshold=0.076175000000000007 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.094929999999999987 0.088215000000000002 1.0000000180025095e-35 0.27287000000000006 -0.091944999999999985 0.045645000000000005 0.079595000000000013 -0.069894999999999985 0.10622000000000002 -1.0000000180025095e-35 0.093175000000000022 0.092165000000000011 -0.27207999999999993 -0.076124999999999984 0.084100000000000022 -0.105305 -0.087734999999999994 -0.084804999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 7 -5 9 11 -10 12 -9 14 15 -14 -16 20 -8 -19 -17
right_child=-2 2 3 4 -6 -7 18 8 10 -11 -12 -13 13 -15 16 17 -18 19 -20 -21 -22
leaf_value=-0.00082366192196258446 -0.00096576669570495259 -0.00077296443972996989 -0.00074308021021470623 -0.00042754318485047359 -0.00051674828952553314 -0.00053729103108995186 0.0011626507359538494 -0.00060847541715009401 0.001070079855768287 0.00091838085235332236 3.721016836037133e-05 -0.00067708619143467348 0.00076621185172103348 0.00097152572984808094 -0.00018515339045775033 -0.00022478513778364758 0.00095783646284243939 -0.00011468443521757342 0.00030035222226699635 -0.00095369154089627579 0.00037831013651030434
leaf_weight=0.0010345720227143409 0.0011027125036557886 0.0011623631245954438 0.0010123836166169289 0.0017208902713730925 0.0013672696869448933 0.0012817754793477123 0.0012322042122332455 0.0014482900001251834 0.0018265713983760534 0.0013107860929286739 0.0010306051647797623 0.0012521290852081654 0.0011885309804249289 0.0012108796944971809 0.0011420187645503899 0.0012759468726489254 0.0014908501544219632 0.0010036438186425967 0.001034047271643578 0.0012516368657039534 0.0010045795163131643
leaf_count=271 101 447 53 276 99 75 219 336 131 112 87 255 37 20 57 79 38 77 69 194 88
internal_value=0 2.53056e-05 6.0094e-05 0.000100298 0.000137304 0.000178504 0.000223427 0.000155308 0.000216332 0.000115088 0.000697516 2.92629e-05 0.000109547 0.000218232 0.000109087 -5.32608e-05 0.000462059 -0.00026799 0.0007692 -0.000580317 4.08804e-05
internal_weight=0 0.026282 0.0252474 0.024085 0.0230727 0.0217054 0.0204236 0.0181574 0.0164365 0.0135793 0.00285718 0.0122685 0.0110164 0.00956809 0.00835721 0.00572434 0.00263287 0.00453581 0.00226625 0.00225528 0.00228053
internal_count=3121 3020 2749 2302 2249 2150 2075 1787 1511 1293 218 1181 926 590 570 475 95 438 288 271 167
is_linear=0
shrinkage=0.00145689


Tree=1571
num_leaves=13
num_cat=0
split_feature=41 2 16 49 474 13 1 52 4 1 133 2
split_gain=6.36623e-05 0.000108333 7.28983e-05 8.58614e-05 8.85093e-05 0.000111854 0.000189682 0.000180804 0.000209923 0.000172646 0.000103825 5.51506e-05
threshold=0.078475000000000017 -1.0000000180025095e-35 -0.36241499999999999 0.0093850000000000027 0.084660000000000027 -0.0034749999999999994 0.08844500000000001 0.091275000000000009 -0.013514999999999998 0.11181500000000001 0.083950000000000011 0.10882500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 11 4 5 6 10 8 -7 -10 -4 -3
right_child=-2 2 3 -5 -6 7 -8 -9 9 -11 -12 -13
leaf_value=0.0015913855487593852 -0.0012074242688729286 -4.5833839702114522e-05 -0.0016809167636792053 0.0012699761798436982 0.0013117592009273683 -0.0028041273928321965 0.0015135562501952424 0.0011627415856995478 0.00065279944038381472 -0.0017773943759286962 0.00045752046573881172 -0.0016130319252256639
leaf_weight=0.0010617067796356927 0.0010059242678775995 0.0010395945346095567 0.0010786889371769024 0.0013732308008682333 0.0010562670885597711 0.0012716252358260655 0.0019812340326957889 0.0010398512011203925 0.0016378304156958708 0.0012541428076318084 0.0011290330706864027 0.0011480621250530287
leaf_count=177 148 126 538 525 225 326 367 110 89 37 304 149
internal_value=0 7.3321e-05 -4.17247e-05 0.000111231 -4.10584e-05 -0.000193196 0.000406325 -0.000675831 -0.00113501 -0.000401087 -0.000587316 -0.000868285
internal_weight=0 0.0150713 0.0140096 0.0118219 0.0104487 0.00939241 0.00418896 0.00520345 0.0041636 0.00289197 0.00220772 0.00218766
internal_count=3121 2973 2796 2521 1996 1771 1209 562 452 126 842 275
is_linear=0
shrinkage=0.00492917


Tree=1572
num_leaves=13
num_cat=0
split_feature=484 15 15 151 160 13 52 12 457 2 1 43
split_gain=6.34003e-05 8.75668e-05 0.000112311 9.00748e-05 0.00013668 0.000159517 0.000131652 0.000210344 0.000136147 0.000262094 7.70914e-05 0.000143937
threshold=-0.0068949999999999992 -0.24436499999999997 -0.11713499999999999 -0.086769999999999986 -0.082869999999999985 -0.084034999999999985 0.091275000000000009 0.097825000000000009 0.087995000000000004 0.084245000000000014 0.08844500000000001 0.070450000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 10 7 8 9 -7 11 -6
right_child=1 2 3 4 5 6 -8 -9 -10 -11 -12 -13
leaf_value=-0.0011319281494351525 0.0013285537771778716 -0.001340491690038148 0.0014673133034656155 -0.0014204953026027939 -0.00068561649553561211 -8.85418158312075e-05 0.0013177523758532098 0.0013044362289917361 0.0004211130830011289 -0.0027082751364531565 0.0020320468428926867 0.0018017585439570982
leaf_weight=0.0010492170043874391 0.0011505692530174227 0.0013300895155809863 0.0010057440984823128 0.0013613614368650122 0.0010922349623392362 0.0016596226337534598 0.0010410919244391859 0.00114542819631272 0.0011846575012880167 0.0017729875784768534 0.0011465064777629319 0.0010005753406350237
leaf_count=503 232 187 174 358 218 344 186 200 61 495 123 40
internal_value=0 7.30299e-05 -3.21037e-05 0.000108125 -1.17394e-05 0.00017922 -0.000232778 -0.000512897 -0.000963732 -0.00144167 0.00104457 0.000503601
internal_weight=0 0.0148909 0.0137403 0.0124102 0.0114045 0.0100431 0.00680379 0.0057627 0.00461727 0.00343261 0.00323932 0.00209281
internal_count=3121 2618 2386 2199 2025 1667 1286 1100 900 839 381 258
is_linear=0
shrinkage=0.00473777


Tree=1573
num_leaves=22
num_cat=0
split_feature=160 128 124 1 47 52 43 16 2 13 43 1 16 4 52 52 51 123 4 0 15
split_gain=0.0005203 0.000461989 0.000522232 0.000444207 0.000540745 0.000330662 0.000443271 0.000295558 0.00028188 0.000212125 0.000191816 0.000378327 0.000406275 0.000350693 0.000287105 0.000444889 0.000229147 0.000189646 0.000184058 0.000128267 0.000198789
threshold=-0.40698999999999991 0.086435000000000012 -0.043384999999999993 0.12337000000000002 0.10904500000000002 -0.10925999999999998 0.16180500000000003 0.51524500000000006 0.10613000000000002 -1.0000000180025095e-35 0.093175000000000022 1.0000000180025095e-35 0.0057500000000000008 -0.10429499999999998 -0.0064899999999999992 -0.081429999999999989 0.067785000000000012 0.08592000000000001 0.0061450000000000003 -0.098289999999999975 -0.10203999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 17 4 5 8 10 9 -4 -5 11 12 -7 -14 15 -13 19 -2 -17 20 -16
right_child=1 -3 3 7 -6 6 -8 -9 -10 -11 -12 14 13 -15 16 18 -18 -19 -20 -21 -22
leaf_value=-0.00094149720740561657 0.0003065751093653518 -0.00077127066657339924 -0.0010119931654724806 0.0011267225106434985 -0.00089706286974344318 -0.00080966489022062452 -0.00068548660802507345 -0.00010216197316459202 -5.0605496735664653e-05 0.00033674935103182829 0.00064854871891528612 0.00055846095591165299 -0.00034059901857191226 0.00066586602684733174 6.9411322780970074e-05 -0.00073192122506738862 0.00098906142223331305 0.0010831317479168454 -3.1953899495740435e-05 1.5076429485843028e-05 0.00078156424527604405
leaf_weight=0.0010319323836721619 0.001167435531822302 0.0012381335385134853 0.0010301254442805731 0.0011617480058909724 0.0013289995088512354 0.0015445043673198476 0.0013406514474829647 0.0012174818331622816 0.0011915387232470653 0.0013102618684661662 0.0011570848026631895 0.0014336640834082814 0.0015720872705911049 0.0010434336647938136 0.0012684945739565023 0.0013077932485593413 0.0010346712761588606 0.0011127058599846029 0.0014188893738555919 0.0018656776434228806 0.0016129427882125569
leaf_count=240 126 196 281 121 94 881 116 22 136 64 41 59 31 72 33 102 45 119 31 243 68
internal_value=0 3.20745e-05 7.01542e-05 1.12972e-05 -6.73178e-05 -8.72904e-06 5.65356e-05 0.000440662 -0.000496375 0.000708006 0.000121728 7.85027e-05 -0.000262305 6.09193e-05 0.000221105 -4.85285e-05 0.000415122 0.000685534 -0.000367678 0.000290028 0.000468053
internal_weight=0 0.0273583 0.0261202 0.02384 0.0201506 0.0188216 0.0165999 0.00368949 0.00222166 0.00247201 0.0152592 0.0141022 0.00416003 0.00261552 0.00994213 0.00416035 0.00578179 0.00228014 0.00272668 0.00474712 0.00288144
internal_count=3121 2881 2685 2440 2233 2139 1722 207 417 185 1606 1565 984 103 581 192 389 245 133 344 101
is_linear=0
shrinkage=0.00134594


Tree=1574
num_leaves=12
num_cat=0
split_feature=133 133 15 14 3 0 16 15 1 4 12
split_gain=6.41124e-05 0.000118175 0.000117022 0.000104927 0.000132834 0.00016254 0.000171237 0.000276061 0.000106679 0.00013809 0.000114269
threshold=0.10622000000000002 0.086695000000000008 0.084050000000000014 -0.22253999999999999 -0.15327499999999997 -0.13027499999999997 -0.013324999999999998 -0.10469999999999999 0.13075500000000004 -0.046564999999999988 0.090455000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 -6 9 -7 -11
right_child=-2 -3 -4 4 5 8 -8 -9 -10 10 -12
leaf_value=-0.0014648214491313769 -0.0013445552724125 0.0016559236622491636 -0.0014070961966207022 0.0022145542949515672 0.0026481402749955036 0.00016133301669194752 0.0029474052591380142 -0.00097088238527620163 0.00092777096108878805 -0.0030919699162006019 -0.00055289183540584012
leaf_weight=0.0011809496753920354 0.0010720594653869922 0.0013982450678201525 0.0018238077125886107 0.0010612188713468593 0.0010307459290565535 0.0018854795133109196 0.0010349861063070369 0.0019618934148839529 0.0012251437736564286 0.0012197170588620996 0.0010638577382997179
leaf_count=116 435 430 726 156 101 206 53 119 96 405 278
internal_value=0 8.90762e-05 -7.33548e-05 0.000135192 0.000315439 0.000101534 0.000962184 0.000275607 -0.000541078 -0.000972723 -0.00190908
internal_weight=0 0.014886 0.0134878 0.011664 0.010483 0.00942182 0.00402763 0.00299264 0.0053942 0.00416905 0.00228357
internal_count=3121 2686 2256 1530 1414 1258 273 220 985 889 683
is_linear=0
shrinkage=0.00566207


Tree=1575
num_leaves=19
num_cat=0
split_feature=1213 1456 11 1374 453 4 457 42 1 15 15 3 1 4 0 13 1 16
split_gain=0.000431628 0.000435727 0.00026636 0.000295113 0.000297905 0.000480355 0.000293589 0.000198755 0.000366066 0.000295924 0.000281752 0.000376991 0.000277348 0.000378014 0.000256036 0.000393799 0.000379171 0.000187155
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.088215000000000002 -0.094929999999999987 1.0000000180025095e-35 0.27287000000000006 0.088350000000000026 0.091545000000000015 0.11634000000000001 0.095175000000000023 0.088345000000000021 -0.10519499999999998 0.13756000000000004 0.053925000000000008 -0.10151999999999999 -0.084034999999999985 0.094385000000000011 -0.105305
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 7 9 -9 10 11 -5 13 14 16 -16 -13 -7
right_child=1 2 -4 4 -6 17 -8 8 -10 -11 -12 12 -14 -15 15 -17 -18 -19
leaf_value=-0.00077805888924075556 -0.00075606865394873255 -0.00048952055916679708 -0.00048613183448165467 0.00064079816064018305 -0.00048090309077110187 0.0010311201242353611 0.00065362122035950957 -0.00069049959225365358 0.00023532647979388708 -0.00050202509910314563 0.00070142810898632228 -4.920275500263333e-05 0.00056796477825629135 -0.00062088128120065032 0.00022132363711296251 -0.00059929420716570711 0.00088988028531612588 0.00030373879291604631
leaf_weight=0.0011354499308957036 0.0011091430199407495 0.0013333208216597106 0.0013707685264081606 0.0017364725951796106 0.0012290960188529034 0.0012785125575572875 0.0013832307973995475 0.0014945116973140151 0.0012714492109004993 0.00117239918706158 0.0013962592212750655 0.00167321977482748 0.0012006746593726811 0.0016833220528272852 0.0020008561277548818 0.0017753566639025636 0.001178976511070573 0.0010253848994753447
leaf_count=491 258 55 110 106 75 223 73 357 45 125 122 60 30 144 218 498 62 69
internal_value=0 2.12698e-05 5.68915e-05 8.94916e-05 0.000125399 0.000162162 9.22472e-05 4.54229e-05 -0.000264918 0.000107546 0.000164063 9.73629e-05 -1.84028e-06 -8.41517e-05 5.21538e-05 -0.000164483 0.000338974 0.000707388
internal_weight=0 0.025313 0.0242038 0.022833 0.0214997 0.0202706 0.0179667 0.0165835 0.00276596 0.0138175 0.0126451 0.0112489 0.00951241 0.00831173 0.00662841 0.00377621 0.0028522 0.0023039
internal_count=3121 2630 2372 2262 2207 2132 1840 1767 402 1365 1240 1118 1012 982 838 716 122 292
is_linear=0
shrinkage=0.00126831


Tree=1576
num_leaves=22
num_cat=0
split_feature=14 160 1213 52 157 1374 457 11 43 2 2 13 13 52 1 13 0 151 2 3 13
split_gain=0.000559669 0.000427267 0.000384107 0.000362976 0.000426629 0.000328745 0.000314288 0.000302107 0.000357232 0.00031745 0.000511647 0.000405395 0.000309051 0.000676325 0.000530218 0.00037086 0.000345348 0.000272865 0.00026623 0.000124335 2.36849e-05
threshold=0.076175000000000007 -0.40698999999999991 -1.0000000180025095e-35 -0.43320999999999993 -0.077384999999999995 -0.094929999999999987 0.088350000000000026 0.087830000000000005 -0.043144999999999996 0.096540000000000015 0.084055000000000005 -0.0025349999999999995 -0.095304999999999987 0.13389000000000004 0.11061500000000002 -0.53104499999999988 -0.14001499999999997 -0.0077149999999999988 0.097845000000000015 -0.0087149999999999988 0.0027400000000000007
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 7 8 9 10 11 -7 15 14 16 -10 17 -14 -17 -18 -11
right_child=-2 2 3 4 5 6 -8 -9 12 20 -12 -13 13 -15 -16 18 19 -19 -20 -21 -22
leaf_value=-0.00098541009976757456 -0.0011104757560092271 -0.00084163440324975896 -0.00080910852365306894 0.0008656639290082241 -0.00079433766249190942 0.0009701296960353405 0.00080492652796886955 -0.0006586773490111959 -0.00057821645921118134 0.0011298972692707892 -0.00082354850973864171 -9.8402243977600314e-05 -0.00032949303044406023 0.00089709569474090965 -0.0013974825717823014 5.9970736421675319e-05 -0.00097222088865059038 0.00084717821531014403 0.00093039013878860313 -0.00023722838473067212 0.00078138483457239338
leaf_weight=0.0010352074846958761 0.0011638800865982893 0.0011488644154991614 0.0010664055349220705 0.0019779316136582228 0.0010456687435578252 0.0019634086313824739 0.0016444373213541632 0.0013595076605241721 0.0010309802643924115 0.0010091590566673192 0.0010067510272397662 0.0017264808074519368 0.0010101153891213244 0.0010908342392428327 0.0012790930193071759 0.0017410764838676693 0.0013009273412781163 0.0010297116792017313 0.0019028729768137964 0.001098215078533497 0.0010089779181191583
leaf_count=226 101 453 271 236 27 206 101 57 26 177 248 56 25 35 64 72 477 34 94 57 78
internal_value=0 2.83261e-05 6.80149e-05 0.000109334 0.000149763 8.61169e-05 0.000129539 7.27529e-05 0.000127394 0.000422115 0.000192853 0.000470169 -4.49347e-05 -0.000263585 -0.000485008 0.000273522 -0.000222077 0.000264495 0.000514504 -0.000635776 0.000955657
internal_weight=0 0.0274766 0.0264414 0.0252926 0.0242261 0.0222482 0.0212025 0.0195581 0.0181986 0.00671478 0.00469664 0.00368989 0.0114838 0.0068089 0.00571806 0.00467493 0.00443897 0.00203983 0.00364395 0.00239914 0.00201814
internal_count=3121 3020 2794 2341 2070 1834 1807 1706 1649 765 510 262 884 692 657 192 593 59 166 534 255
is_linear=0
shrinkage=0.00160853


Tree=1577
num_leaves=24
num_cat=0
split_feature=14 1374 1213 1456 453 43 0 1447 50 52 13 48 132 130 15 43 4 4 16 15 16 43 12
split_gain=0.000692268 0.00042449 0.000403546 0.000418511 0.000361322 0.00032661 0.000281035 0.000244484 0.000320363 0.000489345 0.000369017 0.000390554 0.000249262 0.000414704 0.000339935 0.000474622 0.00034168 0.000769557 0.000690796 0.00040775 0.000210074 0.000171657 0.000121782
threshold=0.076175000000000007 -0.094929999999999987 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.24789500000000006 -0.23091999999999999 -1.0000000180025095e-35 0.099210000000000007 0.11434500000000002 -0.099939999999999987 0.10271500000000001 0.080640000000000017 -0.0015749999999999998 -0.094549999999999981 -0.43469499999999994 -0.35136499999999998 -0.083854999999999985 0.0039400000000000008 -0.016799999999999995 -0.056919999999999991 0.0010100000000000003 0.081420000000000006
decision_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 -8 9 10 11 21 13 -12 20 -16 -17 -18 22 -20 -15 -9 -19
right_child=-2 2 3 4 -6 -7 7 8 -10 -11 12 -13 -14 14 15 16 17 18 19 -21 -22 -23 -24
leaf_value=-0.00081142122987439068 -0.001031541962540225 -0.00069173337744179119 -0.00071815206258400916 0.00089020993682975395 -0.00055879200050749478 -0.00049047494800188247 -0.00046372459200741672 0.00055492314447378702 0.0008514826459648442 -0.00057624573556323334 -0.00070209097675323531 -2.8474078902776716e-05 0.00072501145201455818 0.00088328997582759515 0.00088902563656171804 -0.00080169460895300915 0.0010542105044209003 -0.00049164885228968405 -0.00031679949553626972 0.0009250873076452089 0.00010057219288159611 0.0012995266417561995 -0.0011757898174138354
leaf_weight=0.0011041825464399571 0.0012360960232213883 0.0012828548847738366 0.0011344109284483475 0.0012077057913870625 0.0013258510361541234 0.0012937732541742344 0.0010480486040194128 0.001111695308271256 0.0015035431254820089 0.0015396644895953595 0.001211362925496535 0.0011473417865772717 0.001277042729917798 0.0017229787334765712 0.0010328224208677713 0.0012171395015787489 0.001114593298782377 0.0010140027736652447 0.0010244598995338694 0.001049534782774586 0.0011027049829252988 0.0013375669682238467 0.0010269112582356188
leaf_count=53 101 477 241 47 75 156 199 92 188 178 163 25 145 105 24 132 61 95 121 27 100 42 274
internal_value=0 3.94217e-05 7.45742e-05 0.000113212 0.000152009 0.000193014 0.000233785 0.000195078 0.000230607 0.000178542 0.000249446 0.000645731 0.00013804 7.29517e-05 0.000164057 7.73387e-06 -0.000133459 2.20697e-05 -0.000257503 0.000311651 0.000577839 0.000961559 -0.000835883
internal_weight=0 0.0278302 0.026726 0.0254432 0.0243087 0.0229829 0.0216891 0.0204814 0.0194334 0.0179298 0.0163902 0.0035966 0.0127936 0.0115165 0.0103051 0.00747946 0.00644664 0.0052295 0.00411491 0.00207399 0.00282568 0.00244926 0.00204091
internal_count=3121 3020 2967 2490 2249 2174 2018 1971 1772 1584 1406 159 1247 1102 939 734 710 578 517 148 205 134 369
is_linear=0
shrinkage=0.00140032


Tree=1578
num_leaves=12
num_cat=0
split_feature=52 52 2 39 160 133 151 12 13 0 16
split_gain=7.33341e-05 0.000126168 0.00017216 0.000123313 0.000138377 0.000174298 0.000325804 0.000182836 0.000281745 0.000180815 0.000154154
threshold=-0.24456499999999998 -0.081429999999999989 0.092120000000000021 0.085220000000000004 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 0.095330000000000012 -0.084034999999999985 -0.10011499999999998 -0.008904999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 10 -6 -7 8 -8 -10 -3
right_child=1 3 -4 -5 5 6 7 -9 9 -11 -12
leaf_value=-0.00089675546836684428 3.11682982393371e-05 -0.0023497038653872812 0.0025145799794477658 0.0012851199217910855 -0.0016382784043849998 -0.0017741311813039523 0.0031508308870226882 -0.00042287975877517223 0.0015772815887563217 -0.00080904431705992527 3.7359882318519752e-05
leaf_weight=0.0017802031121533389 0.0014610691642113474 0.0012687862299437178 0.0010246009150834956 0.0012524040117667798 0.0011734890577290609 0.0013437573770691581 0.0012511538412123564 0.0019127039233823306 0.0015093179370557781 0.0012543959697295035 0.0010809368421383367
leaf_count=364 260 492 147 217 602 116 113 221 73 242 274
internal_value=0 0.000102058 0.00105484 -9.45314e-05 -0.000254601 2.2805e-05 0.00029088 0.00075901 0.00132207 0.000494175 -0.00125159
internal_weight=0 0.0145326 0.00248567 0.0120469 0.0107945 0.00844482 0.00727133 0.00592757 0.00401487 0.00276371 0.00234972
internal_count=3121 2757 407 2350 2133 1367 765 649 428 315 766
is_linear=0
shrinkage=0.00464487


Tree=1579
num_leaves=13
num_cat=0
split_feature=156 484 133 133 15 12 12 12 160 3 4 3
split_gain=6.44006e-05 8.46491e-05 9.78439e-05 0.000113895 0.000293221 0.000193666 0.000172373 0.000202904 0.000208741 0.000196836 0.000157709 0.000193523
threshold=0.091255000000000017 -0.0068949999999999992 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 0.088305000000000008 -0.040564999999999997 0.09334000000000002 0.086870000000000017 -0.10831999999999999 0.10924000000000002 0.048265000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 -3 8 9 -8 11 -11
right_child=-2 2 -4 -5 5 -7 7 -9 -10 10 -12 -13
leaf_value=-0.001282117891882829 -0.0011755365037100661 -0.0012556618811474616 -0.0012674366031197311 0.0015165985068781383 -0.0028695712626582203 -7.5507492983563118e-05 0.0035157532084623589 -0.00060053009357901482 -0.00069152264810133429 0.00015231638752516343 -0.00044019172964661362 0.0029000978701429537
leaf_weight=0.0010371306600012115 0.001068575431829851 0.001142676969623435 0.0010534749187704759 0.001621436426086976 0.0011484245656013256 0.0012684852666988988 0.0011063861254456157 0.0019116676991211001 0.0010965140845697885 0.0010370242885980128 0.0010784134953483182 0.0015589096866173158
leaf_count=480 273 178 356 387 365 370 80 224 66 185 82 75
internal_value=0 7.67429e-05 0.00017724 0.000294583 0.000119986 -0.00140314 0.000532147 0.000794429 0.00124816 0.00169305 0.00114421 0.00180241
internal_weight=0 0.0150605 0.0140234 0.0129699 0.0113485 0.00241691 0.00893159 0.00778892 0.00587725 0.00478073 0.00367435 0.00259593
internal_count=3121 2848 2368 2012 1625 735 890 712 488 422 342 260
is_linear=0
shrinkage=0.00492917


Tree=1580
num_leaves=13
num_cat=0
split_feature=1 0 4 49 151 42 47 52 13 13 4 2
split_gain=7.20836e-05 0.000175167 0.000130582 0.000115257 0.0002118 0.000181291 0.000144145 0.000250912 0.000199868 0.00011729 9.97145e-05 5.23421e-06
threshold=0.08592000000000001 -0.060129999999999996 -0.49405499999999997 -0.047584999999999995 -0.016164999999999995 -0.085499999999999979 0.092530000000000015 -0.07167999999999998 -0.020934999999999999 -0.084319999999999992 -0.014149999999999998 0.094215000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -3 4 -2 -5 7 -7 -8 -9 -1 -11
right_child=3 2 -4 5 -6 6 8 9 -10 11 -12 -13
leaf_value=-0.0029561092018961094 0.0032311083962255852 -0.0010535184107166235 0.0013011646620713995 0.0018400086513036447 1.1737426942109197e-05 -0.0021078854073918233 8.6791832338142517e-05 -0.00048944181209860686 -0.0033484271780835182 0.002006156468140936 -0.00070303214692292156 0.0014443152826336934
leaf_weight=0.0010005271093791171 0.0010326795396561617 0.0011903623198281643 0.0018591930097825449 0.0012725209344053301 0.0016136851796595408 0.0011453354203250221 0.001031128839921458 0.0011618626913303398 0.0010567687774439838 0.0010005113321546397 0.0015322012825021956 0.0010441995465580445
leaf_count=900 158 67 152 98 108 201 131 163 90 274 667 112
internal_value=0 -0.000514092 0.000382039 0.000268422 0.00126802 -7.45734e-05 -0.000452899 0.000122345 -0.00165191 0.000918947 -0.00159309 0.00171923
internal_weight=0 0.00558228 0.00304956 0.0103587 0.00264636 0.00771233 0.00643981 0.00435191 0.0020879 0.00320657 0.00253273 0.00204471
internal_count=3121 1786 219 1335 266 1069 971 750 221 549 1567 386
is_linear=0
shrinkage=0.00555105


Tree=1581
num_leaves=20
num_cat=0
split_feature=1213 14 1374 457 15 124 484 151 4 1 13 52 4 12 43 2 12 4 3
split_gain=0.000429518 0.000418708 0.000279573 0.000278854 0.000315745 0.0002402 0.000553028 0.0003982 0.000421138 0.000283389 0.000229728 0.000392357 0.000304655 0.000177261 0.00031982 0.000296373 0.000230074 0.00044969 0.000148239
threshold=-1.0000000180025095e-35 0.076175000000000007 -0.094929999999999987 0.080930000000000016 -0.090344999999999995 -0.043384999999999993 -1.0000000180025095e-35 -0.088784999999999989 0.27044500000000005 0.111945 -0.084034999999999985 0.10160000000000001 -0.077679999999999985 1.0000000180025095e-35 -0.04890499999999999 0.093175000000000022 0.10097500000000002 -0.097604999999999983 0.048265000000000009
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 5 -5 -4 -7 -8 10 -10 11 12 -9 14 -12 18 17 -15 -16
right_child=1 -3 3 4 -6 6 7 8 9 -11 13 -13 -14 16 15 -17 -18 -19 -20
leaf_value=-0.0008789697636192535 -0.00068485996485891088 -0.00089816839018197427 0.00053092967410551357 0.0011617206062661792 0.00013369255127381141 -0.0010317448271684637 -0.00077879108600927807 0.0010835140408106941 0.00017710427161778838 0.0011745038605266084 0.00068881968848223717 -0.00038768291660383979 0.00016743279319454696 8.0618159237530418e-06 -0.00021763500946569631 -0.00066279543920318292 2.7033617434918745e-05 -0.0013199622361147099 0.00053004111015263384
leaf_weight=0.0011907007752774692 0.0010332734654383549 0.0010176041912937075 0.0018502421306799263 0.0010353880006062077 0.0016363083325387487 0.0010787650530579831 0.0011634890223994878 0.0013277830074684971 0.0012393210410088775 0.0011806741528732623 0.0012493707929053244 0.0013441237318877475 0.0018360175522020789 0.0010429574164529326 0.0010798317707667662 0.0015045316372486184 0.0017684902228723987 0.0011249328866313251 0.0011756239720988049
leaf_count=491 53 87 198 61 140 433 77 46 42 155 43 85 150 80 28 70 195 647 40
internal_value=0 1.68998e-05 5.62379e-05 9.00643e-05 0.000532094 3.09157e-05 -2.01525e-05 4.39e-05 0.000104201 0.000663718 3.55661e-06 0.000271741 0.000551894 -0.000131586 5.02089e-05 -0.000161989 -0.000362935 -0.000681059 0.00017208
internal_weight=0 0.0246887 0.0236711 0.0226379 0.0026717 0.0199662 0.0181159 0.0170371 0.0158737 0.00242 0.0134537 0.00450792 0.0031638 0.00894574 0.00500936 0.00375999 0.00393638 0.00216789 0.00225546
internal_count=3121 2630 2543 2490 201 2289 2091 1658 1581 197 1384 281 196 1103 181 138 922 727 68
is_linear=0
shrinkage=0.00145689


Tree=1582
num_leaves=13
num_cat=0
split_feature=4 4 1 42 0 15 52 48 48 16 52 3
split_gain=6.93408e-05 0.000124637 0.000131047 0.000156782 0.000109274 0.000114785 8.28055e-05 0.000106065 9.19763e-05 0.000143377 0.000122046 0.000111976
threshold=0.24564500000000003 0.098655000000000007 0.12337000000000002 0.088915000000000008 -0.11013499999999998 -0.14601999999999996 -0.11592499999999999 0.092475000000000016 0.085130000000000025 -0.056919999999999991 -0.012859999999999998 -0.078934999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 -2 -1 8 9 11 -11 -8
right_child=4 -3 -4 -5 -6 -7 7 -9 -10 10 -12 -13
leaf_value=-0.001350417423737549 0.0012281648610349143 -0.001595235459883635 0.0016298393526822368 -0.0020111390677911224 0.0019806295883527019 -0.0013254622560416984 -1.7874018395165316e-05 0.0017951689426281047 -0.0014880103107713601 0.0010422211298532341 -0.0012943722918194896 0.0024349478646593179
leaf_weight=0.0010704138834223571 0.0010295384216084114 0.0016298046570211453 0.0013144044486859139 0.0012367553428242689 0.0012293556851038284 0.0010561527994017439 0.001003931407545117 0.0011405454261062542 0.001038979757687325 0.0010028736883132272 0.0019482908435767658 0.0012224902832895235
leaf_count=366 95 121 98 685 228 103 606 138 141 194 238 108
internal_value=0 -0.00019089 1.7588e-05 -0.000201689 0.00069364 -6.49414e-05 6.38517e-05 0.000269619 -1.02716e-05 0.000286264 -0.000500344 0.00132893
internal_weight=0 0.0126085 0.0109787 0.00966428 0.00331505 0.00208569 0.00842753 0.00735711 0.00621657 0.00517759 0.00295116 0.00222642
internal_count=3121 2695 2574 2476 426 198 1791 1425 1287 1146 432 714
is_linear=0
shrinkage=0.0054422


Tree=1583
num_leaves=12
num_cat=0
split_feature=11 3 124 0 13 1 47 1 3 15 151
split_gain=7.07111e-05 9.12034e-05 9.04401e-05 0.000125704 0.000173369 0.000126765 0.000253545 0.000106778 0.000143375 0.000129968 0.000182803
threshold=0.081790000000000015 -0.12018999999999998 -0.043384999999999993 -0.053834999999999994 -0.089109999999999981 0.12408500000000001 0.092530000000000015 0.094465000000000007 0.11924500000000002 0.088345000000000021 -0.0071249999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 7 9 -9 10 -4
right_child=-2 2 3 4 -6 -7 -8 8 -10 -11 -12
leaf_value=0.0010510505025241863 -0.0010834037703801515 0.0010873256595106235 0.00043830483762741918 0.00029301469664826747 -0.0022328765182339696 0.0015611663593351767 -0.0021224567549173799 0.0019590071499634922 -0.00037290496365585771 0.00097354016978925899 -0.0020455515490679947
leaf_weight=0.0019163164561434845 0.0012567001580818795 0.0013780434809643983 0.0012803165397883877 0.0010756776103999499 0.0014087538111326727 0.0011141482322343244 0.0012272510904671463 0.00144794397532233 0.0010009552379490749 0.0013037632554052242 0.0013840718871653921
leaf_count=180 175 251 228 44 232 122 204 166 52 508 959
internal_value=0 8.79976e-05 -5.82289e-05 -0.00019864 -0.00113925 6.81741e-05 -0.000149428 0.000227911 0.00100587 -0.000252197 -0.000851986
internal_weight=0 0.0145372 0.0126209 0.0112429 0.00248443 0.00875845 0.0076443 0.00641705 0.0024489 0.00396815 0.00266439
internal_count=3121 2946 2766 2515 276 2239 2117 1913 218 1695 1187
is_linear=0
shrinkage=0.00473777


Tree=1584
num_leaves=12
num_cat=0
split_feature=1 52 0 4 47 1 48 16 15 52 133
split_gain=6.77612e-05 0.000115818 0.000134808 0.000198259 0.0001295 0.000153736 0.000149876 0.000252457 0.000125869 0.000103498 7.04763e-05
threshold=0.14000500000000002 0.11434500000000002 -0.062294999999999996 -0.49405499999999997 0.092530000000000015 0.085110000000000005 0.086260000000000017 -0.022939999999999999 0.035560000000000008 -0.088204999999999992 0.039215000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 10 7 8 -7 -5 -1
right_child=-2 -3 3 9 -6 6 -8 -9 -10 -11 -12
leaf_value=-0.0022431637719064028 0.0013714187376030872 -0.0014485083509074418 -0.001006703068579108 0.000650179432066856 -0.0017431357159367459 0.0036389646224072735 -0.00083331274333084404 -0.00080761661851901805 0.000902313196752079 0.003008914596570073 -0.00014948121306647641
leaf_weight=0.0011418473287851845 0.0011068257495686967 0.0018800924792002774 0.0011035381847110948 0.0011416753908668476 0.0016653825595598915 0.0012457161643909531 0.0017052190875821438 0.0012721617747501468 0.0010192223267316836 0.0013591360718705073 0.0010111139695484841
leaf_count=683 124 469 141 136 210 126 128 172 202 170 560
internal_value=0 -0.000110934 8.76254e-05 0.00103233 -0.00028818 3.94687e-05 0.0005731 0.00125113 0.00240747 0.0019321 -0.00125989
internal_weight=0 0.0145451 0.012665 0.00360435 0.00906066 0.00739528 0.00524232 0.0035371 0.00226494 0.00250081 0.00215296
internal_count=3121 2997 2528 447 2081 1871 628 500 328 306 1243
is_linear=0
shrinkage=0.00577531


Tree=1585
num_leaves=11
num_cat=0
split_feature=4 4 1 42 1 48 48 16 484 12
split_gain=6.91511e-05 9.63471e-05 0.000105364 0.000132041 9.08289e-05 6.75913e-05 9.66779e-05 0.000139417 0.000159112 9.64159e-05
threshold=0.24564500000000003 0.098655000000000007 0.12337000000000002 0.088915000000000008 0.111945 0.093265000000000015 0.086260000000000017 -0.078844999999999985 0.044540000000000003 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -2 6 7 -1 9 -9
right_child=4 -3 -4 -5 -6 -7 -8 8 -10 -11
leaf_value=0.0014161866541274693 -0.00024990722152326333 -0.0015250478826627297 0.0015511937770154108 -0.002005557791230109 0.0016862766557861368 0.0013160570071246772 -0.0018113460596436298 -0.00036758778674544581 0.0013102469748870115 -0.0025141407251483162
leaf_weight=0.0018717499502005526 0.0015707263157769278 0.0015988313750881509 0.0012777128887799813 0.0012001391766280839 0.0016645126128414234 0.0011932853294363277 0.0010232569901626326 0.001789700882207864 0.0011751770167462705 0.0011441086200211815
leaf_count=569 150 121 98 685 276 171 135 154 221 541
internal_value=0 -0.000202877 -4.85353e-06 -0.00021642 0.000746249 4.5522e-05 -0.000170942 0.000109718 -0.000485412 -0.00120469
internal_weight=0 0.012274 0.0106751 0.00939742 0.00323524 0.00819728 0.00700399 0.00598074 0.00410899 0.00293381
internal_count=3121 2695 2574 2476 426 1791 1620 1485 916 695
is_linear=0
shrinkage=0.00577531


Tree=1586
num_leaves=21
num_cat=0
split_feature=14 3 160 403 1374 457 484 3 11 157 156 160 51 3 2 2 15 1 12 2
split_gain=0.000382495 0.000402551 0.000278736 0.000368583 0.000338694 0.000328438 0.000334173 0.000292374 0.00026495 0.00027573 0.00037669 0.000242835 0.000256423 0.000253111 0.000471121 0.000578745 0.000227358 0.00033746 0.000181377 2.80175e-05
threshold=0.076175000000000007 0.30112000000000005 -0.26568499999999995 0.090990000000000015 -0.094929999999999987 0.088350000000000026 -0.0068949999999999992 -0.20241999999999996 0.087830000000000005 -0.08107499999999998 0.083310000000000009 0.086075000000000013 0.012085000000000002 -0.12018999999999998 0.10613000000000002 0.096540000000000015 0.088345000000000021 0.095285000000000022 0.051320000000000005 0.11411
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 -6 -8 9 -9 11 12 13 -11 15 16 17 -15 -19 -16
right_child=-2 -3 3 -5 5 -7 7 8 -10 10 -12 -13 -14 14 19 -17 -18 18 -20 -21
leaf_value=-0.00082963437164765557 -0.00095655383465655965 0.001002216535855271 -0.00081484562053486787 -0.00082720231179023358 -0.00077680961908863663 0.00074590140464035485 0.00086595069678515593 0.00076260307161407366 -0.00073020853309171247 0.00081319617047139012 -0.00085441496739197659 -0.00054917397762739161 0.00074952168193915007 -0.00072390307022332739 -0.00049185223072161486 0.0012067148673077742 0.00056866110169482187 0.00045120737340097547 -0.00027079739955857874 -0.00086472973694919422
leaf_weight=0.0010035507624910059 0.0010284203334214306 0.0010057227232522772 0.0010387251966115221 0.0012148082995237222 0.0011510896855906885 0.0018312533122659671 0.0011584496944285682 0.0014117341560405663 0.0010245831951039 0.0010646897643908854 0.0011006788506729434 0.0012824173387044899 0.0016552277134425095 0.0017181590255854334 0.0010034074229479106 0.0011601330879364991 0.0013781441325315669 0.001941118480959847 0.001561223534645606 0.001001124142676113
leaf_count=243 101 130 50 222 433 101 109 149 44 40 133 151 144 443 56 79 249 63 44 137
internal_value=0 2.423e-05 -1.55904e-05 1.88838e-05 6.46015e-05 0.000107202 4.75647e-05 9.89663e-05 4.7615e-05 9.65732e-05 3.33258e-05 0.000104308 0.000171441 8.30726e-05 3.45251e-06 0.000179531 -1.06263e-06 -0.000151462 0.000129362 -0.000678079
internal_weight=0 0.0257062 0.0247005 0.023697 0.0224822 0.0214434 0.0196122 0.0184611 0.0173026 0.0162781 0.0148663 0.0137656 0.0124832 0.010828 0.00976331 0.00775878 0.00659865 0.0052205 0.00350234 0.00200453
internal_count=3121 3020 2890 2647 2425 2375 2274 1841 1732 1688 1539 1406 1255 1111 1071 878 799 550 107 193
is_linear=0
shrinkage=0.00157699


Tree=1587
num_leaves=22
num_cat=0
split_feature=14 1213 160 1374 52 133 484 3 11 13 457 4 133 4 3 52 0 15 47 43 1
split_gain=0.00057671 0.000563634 0.000405208 0.000394754 0.000268281 0.000347234 0.000325866 0.00030409 0.000433314 0.000296747 0.000413191 0.000253737 0.00029856 0.000383268 0.000330666 0.000248607 0.000295388 0.000449834 0.00038316 0.000320088 0.000191527
threshold=0.076175000000000007 -1.0000000180025095e-35 -0.26568499999999995 -0.094929999999999987 -0.43320999999999993 0.10622000000000002 -0.0068949999999999992 -0.20241999999999996 0.08976000000000002 -0.084034999999999985 0.069910000000000014 0.2623950000000001 0.091250000000000012 0.052250000000000012 -0.078934999999999991 0.091275000000000009 -0.026509999999999995 0.035560000000000008 0.092710000000000015 -0.072864999999999985 0.095285000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6 -8 9 11 15 12 13 14 -9 16 17 18 20 -20 -11
right_child=-2 2 3 4 5 -7 7 8 -10 10 -12 -13 -14 -15 -16 -17 -18 -19 19 -21 -22
leaf_value=-0.00091250093618851485 -0.001027745716070495 -0.00080127281298503065 -0.00073288026350141046 -0.00057171283994876369 -0.00035153546824059705 -0.00044950943245733476 0.0010263350986023602 -0.00014710520316579993 -0.00065485009415353838 -5.9405258414398493e-05 0.00080784427855705259 0.0011876401993328183 0.0010703365268884342 -0.00049584006255073401 0.00085838722469339167 0.00053200292436498436 0.00052481866849359536 -0.00099575818416316022 6.9117121775911589e-05 -0.0010412427453315917 0.00060953040443206092
leaf_weight=0.0012456759597834757 0.0011004239085299341 0.0010448763510547401 0.0010947488389074769 0.0010242091164453229 0.0018397703252533973 0.001684929682497365 0.0010461205230877712 0.0010370079333410498 0.0010535910482758473 0.0017612523813260658 0.0016873581810870055 0.0010337165982048924 0.0010998892731652887 0.001082123568941995 0.0018713105627323661 0.0017524961879711318 0.001448802255069933 0.0011593145170749608 0.0010378393099681471 0.0010817010090953261 0.0017318084822661728
leaf_count=477 101 217 53 271 366 323 51 98 41 179 107 119 18 40 103 113 79 196 23 45 101
internal_value=0 2.65197e-05 7.05388e-05 0.000106223 0.000143819 0.000175126 0.000223573 0.000276784 0.00023516 0.000287885 0.000154178 0.000542474 0.000411457 0.000229849 0.000499863 4.35844e-05 -6.05369e-05 -0.00018577 -1.84618e-05 -0.000497552 0.000272243
internal_weight=0 0.0278185 0.0265729 0.025528 0.0244332 0.023409 0.0217241 0.0198843 0.0188382 0.0177846 0.0116606 0.00612405 0.00509033 0.00399044 0.00290832 0.00997321 0.00822072 0.00677192 0.0056126 0.00211954 0.00349306
internal_count=3121 3020 2543 2326 2273 2002 1679 1313 1262 1221 843 378 259 241 201 736 623 544 348 68 280
is_linear=0
shrinkage=0.00142833


Tree=1588
num_leaves=12
num_cat=0
split_feature=50 48 4 42 52 43 52 49 42 1 2
split_gain=7.41595e-05 0.000106096 0.000184352 0.000103497 8.81502e-05 0.000128071 0.00010313 0.000119141 0.000103095 9.62702e-05 6.78616e-05
threshold=0.10124500000000002 0.11951500000000001 0.27834500000000006 0.091735000000000025 -0.088204999999999992 -0.083684999999999996 -0.068719999999999989 -0.00064499999999999985 0.081660000000000024 0.089770000000000016 0.099185000000000009
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=0.00042964792386817919 -0.0011442028244580699 -0.0012697594226660674 0.0016309775737224246 -0.001025087865943064 0.0015695600465275533 -0.0015386655919004202 -0.00088172821022068919 -0.0012109622488999812 0.001585000336992099 0.00088263417990550269 0.00034530709589025553
leaf_weight=0.0012680547208602233 0.0010228422901597594 0.001044815763507235 0.0014893305379729974 0.0016348592988796118 0.0011947109547745275 0.0012651399675087981 0.0015716669386921537 0.0011429181526224508 0.0012572791537128897 0.001842337137805905 0.001012156271960718
leaf_count=181 375 75 289 446 149 311 214 496 377 105 103
internal_value=0 7.46081e-05 0.000177296 -3.22055e-07 0.000158415 -0.000553376 0.000383211 0.000175582 0.000491822 0.000147992 -0.000480042
internal_weight=0 0.0147233 0.0136785 0.0121891 0.0105543 0.00253319 0.00802107 0.00682636 0.00525469 0.00399741 0.00215507
internal_count=3121 2746 2671 2382 1936 492 1444 1295 1081 704 599
is_linear=0
shrinkage=0.00437696


Tree=1589
num_leaves=12
num_cat=0
split_feature=41 0 3 0 0 15 16 160 1 0 12
split_gain=7.00392e-05 7.89788e-05 0.000132417 0.000167435 0.000122079 0.000121787 0.000251376 0.000127422 0.000148729 0.000204956 0.000106385
threshold=0.078065000000000009 -0.062294999999999996 0.076840000000000006 0.12113000000000002 -0.082974999999999979 -0.0088349999999999974 -0.088394999999999987 -0.030779999999999998 0.094385000000000011 -0.20211999999999997 0.092355000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 10 5 7 -7 -1 -9 -10 -3
right_child=-2 2 -4 -5 -6 6 -8 8 9 -11 -12
leaf_value=-0.0021252109351431983 -0.0014239492439084166 0.0035188627693688965 -0.00066104676372658944 -0.00032615999726111664 -0.0016421379487132444 -0.00090872128722957436 0.0025166232235571753 -0.0014566522043675094 -0.0011470097674430382 0.0020333033878165378 0.00096601546768985351
leaf_weight=0.0011166084538243182 0.0010413184129421929 0.0010924136145262367 0.0016004388774188971 0.0012438793370117551 0.001578561483679756 0.001210808993429846 0.0015872595259339628 0.0014217216512589321 0.0010607321870743647 0.0016762394691736265 0.0010046094892307567
leaf_count=355 154 138 123 123 939 234 314 329 63 178 171
internal_value=0 9.59712e-05 0.000678126 0.00131965 -0.000202065 7.95079e-05 0.00103437 -0.000426961 2.90185e-05 0.000800751 0.00229588
internal_weight=0 0.0145933 0.00494134 0.0033409 0.00965193 0.00807337 0.00279807 0.0052753 0.00415869 0.00273697 0.00209702
internal_count=3121 2967 555 432 2412 1473 548 925 570 241 309
is_linear=0
shrinkage=0.00566207


Tree=1590
num_leaves=24
num_cat=0
split_feature=14 160 1213 1374 52 484 51 48 157 16 1 1 1 43 13 13 13 48 13 15 4 13 16
split_gain=0.000644411 0.000492645 0.000416006 0.000436843 0.000358133 0.000305402 0.000294603 0.000501731 0.000340508 0.000272316 0.000264125 0.00027274 0.00071066 0.000329478 0.000312035 0.000256238 0.000407912 0.000334271 0.00042501 0.00022828 0.000152715 0.000194646 8.50204e-05
threshold=0.076175000000000007 -0.40698999999999991 -1.0000000180025095e-35 -0.094929999999999987 -0.43320999999999993 -0.0068949999999999992 0.012085000000000002 0.11951500000000001 -0.077384999999999995 -0.071359999999999993 0.13146500000000003 0.12165500000000001 0.111945 -0.14968999999999996 0.18141000000000002 -0.47860499999999995 -0.13710499999999998 0.08832000000000001 -0.092534999999999992 -0.094549999999999981 -0.083854999999999985 -0.0079349999999999993 -0.056919999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 7 8 -7 19 11 12 13 14 -10 -15 -17 18 -18 -8 -20 -22 -23
right_child=-2 2 3 4 5 6 9 -9 10 -11 -12 -13 -14 15 -16 16 17 -19 20 -21 21 22 -24
leaf_value=-0.0010224247464672609 -0.0010727494169742275 -0.0007671925621406605 -0.00079307420923442249 -0.00069638500973033491 -0.0004046481606695036 0.00092908201738053117 0.0013258019083304416 -0.00088834014877549469 0.0010760927180436628 2.9287083318716624e-05 0.00073215668372188637 -0.00054118994822455202 0.0013628710858740029 0.00053467804999299338 1.933312719655569e-06 -0.0011086357117883095 0.00066912009266202317 0.00068245714164563611 1.1927498684373006e-05 0.00036756223205363492 -0.0011649857502345699 -4.0227239984523308e-05 -0.00065785506381853015
leaf_weight=0.0010334700823286793 0.0013359449050840402 0.0013660428017949191 0.0012267436259936195 0.001136257449324842 0.0018898733730829112 0.0015026638968093078 0.0014637846839571367 0.0010233468056597408 0.0012930495558318685 0.0011636238998942164 0.0017167492543716236 0.0014668321488033884 0.001079697156514626 0.001353175550320879 0.0012926681318106148 0.0010141299057408962 0.0010490225987709271 0.0012011757172722959 0.0013477148355103214 0.0010003912977718521 0.0010209340523983316 0.0010831438062602894 0.0010484297953395087
leaf_count=226 101 453 53 271 429 137 46 43 52 54 155 44 60 11 51 27 32 113 116 103 374 107 63
internal_value=0 2.56751e-05 6.47234e-05 0.000107814 0.000151762 0.000191899 0.000242866 0.00016384 0.000225476 0.000645701 0.000159258 9.02383e-05 0.000162693 5.19711e-05 0.000539092 -8.61728e-05 -0.000194372 -5.70205e-05 -0.000217086 0.000936782 -0.000423665 -0.000609883 -0.000344012
internal_weight=0 0.0287729 0.0277395 0.0263734 0.0251467 0.0240104 0.0221205 0.0184927 0.0174694 0.0036278 0.0159667 0.01425 0.0127831 0.0117034 0.00258572 0.00911773 0.00776455 0.00675042 0.00554925 0.00246418 0.00450022 0.00315251 0.00213157
internal_count=3121 3020 2794 2341 2288 2017 1588 1385 1342 203 1205 1050 1006 946 103 843 832 805 692 149 660 544 170
is_linear=0
shrinkage=0.00154607


Tree=1591
num_leaves=12
num_cat=0
split_feature=484 156 15 133 12 484 49 1 52 42 3
split_gain=6.55968e-05 8.19297e-05 8.61162e-05 0.000248937 0.000174847 0.000128052 0.000171184 0.000155295 0.000153973 0.0001778 0.000119413
threshold=-0.0068949999999999992 0.091255000000000017 1.0000000180025095e-35 0.083950000000000011 0.088305000000000008 0.084040000000000017 -0.043469999999999995 0.13146500000000003 0.096795000000000006 0.081660000000000024 0.096675000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 6 -2 8 9 10 -8
right_child=1 -3 3 -5 -6 -7 7 -9 -10 -11 -12
leaf_value=-0.001327986236849708 0.0016693086181986858 -0.0014077340053103584 -0.0031298551112492155 0.0015252477449090799 -0.00014483324073848695 0.0021940884008538127 0.000385394892929047 0.0016512566687849042 0.00077705041792240528 -0.0029671970538334893 -0.0019270829093490725
leaf_weight=0.0010370419145744525 0.0019427399896027346 0.0010093492446040147 0.0011072378946269399 0.0011567455810322647 0.0012232745063346581 0.0011134515621634708 0.0019250620896981542 0.0011769228381375424 0.0018716434107536317 0.001109033207526644 0.0010075158207776269
leaf_count=503 227 250 365 316 370 251 307 133 141 194 64
internal_value=0 8.83832e-05 0.000199146 -0.00053863 -0.00156303 0.000452717 0.000238065 -0.000154103 -0.000513426 -0.00111104 -0.000409079
internal_weight=0 0.014643 0.0136336 0.00348726 0.00233051 0.0101464 0.00903292 0.00709018 0.00591325 0.00404161 0.00293258
internal_count=3121 2618 2368 1051 735 1317 1066 839 706 565 371
is_linear=0
shrinkage=0.0054422


Tree=1592
num_leaves=12
num_cat=0
split_feature=4 12 43 1 151 1 12 15 3 15 48
split_gain=7.08539e-05 8.61608e-05 0.00016979 0.000130253 0.000117967 0.000158813 0.000105428 0.000104854 8.31895e-05 0.000135758 5.68674e-05
threshold=0.24564500000000003 0.051320000000000005 -0.043144999999999996 0.090540000000000023 -0.00016499999999999997 0.095285000000000022 0.086700000000000013 0.088345000000000021 -0.10519499999999998 -0.15026499999999995 0.092065000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 -4 -6 -3 -8 -2 -10 -7
right_child=8 3 4 -5 5 10 7 -9 9 -11 -12
leaf_value=0.0012876385869870785 0.0014871670450021357 -0.0012581074798151974 0.00081476538635086608 -0.001626282688123562 -0.0019693265409578714 0.00070686272621723581 -0.000407619960086993 0.0011657714581382666 0.001153568513825295 -0.0010316373991559142 -0.00071852061310214755
leaf_weight=0.0018492767256330644 0.0011500232190867626 0.0011721396924625344 0.0013433607110537871 0.0014868073607946231 0.0011597865864545476 0.0010622829747308771 0.0018791507198924404 0.0013333134368526817 0.0010372654658248881 0.001056961883066033 0.0010011345700107199
leaf_count=183 93 603 95 405 139 55 747 411 206 127 57
internal_value=0 -0.000153086 0.000190665 -0.000528712 -0.000253565 -0.000698822 -0.000156529 0.000245406 0.000559893 5.06895e-05 1.52913e-05
internal_weight=0 0.0122873 0.00641584 0.00587141 0.00456656 0.0032232 0.0043846 0.00321246 0.00324425 0.00209423 0.00206342
internal_count=3121 2695 529 2166 346 251 1761 1158 426 333 112
is_linear=0
shrinkage=0.00429114


Tree=1593
num_leaves=20
num_cat=0
split_feature=14 1213 44 124 48 0 51 40 1 52 13 52 0 4 133 1 15 12 15
split_gain=0.000411156 0.00039769 0.00020248 0.000295671 0.000231182 0.000349087 0.000290502 0.000331677 0.000360398 0.000501525 0.00044451 0.000315413 0.000366883 0.000224713 0.000301817 0.000229074 0.000226469 0.000184301 8.69585e-05
threshold=0.076175000000000007 -1.0000000180025095e-35 1.0000000180025095e-35 -0.043384999999999993 0.12737000000000001 -0.23091999999999999 0.087505000000000013 -0.063404999999999989 0.12500000000000003 0.11434500000000002 -0.23438999999999996 -0.088204999999999992 -0.17169499999999996 -0.0029599999999999995 1.0000000180025095e-35 0.095285000000000022 -0.11713499999999999 0.082850000000000021 -0.095244999999999982
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 -7 9 10 -9 -12 -13 14 17 -15 -17 -14 -8
right_child=-2 2 -4 4 -6 6 18 8 -10 -11 11 12 13 15 -16 16 -18 -19 -20
leaf_value=-0.00080317837958144656 -0.00084990519462568349 0.00062403599432818587 -0.00053547005840616502 0.00070554258016093012 -0.00051435059179276779 -0.000584381675401977 -0.00016885003384613207 0.001023677468978118 0.0007786733055163336 -0.00077535948314532484 -0.00047221644834997013 0.00093637984434346872 0.0010326086348946433 -0.00069128099909224314 -0.00025202847247857862 -0.00040169976265388269 0.00048813474392779251 0.0002702621475594034 -0.00072827671444397016
leaf_weight=0.0010399254861834231 0.0010533513789865437 0.0018126151517214575 0.0010100720653198883 0.0015595080062666888 0.0013024032041519798 0.0012410224341545826 0.0010356277865519736 0.0010369885496297445 0.0015560831978282961 0.0011750487776715232 0.0016328912511952261 0.0010742605328815085 0.0010129475532196768 0.001118298387856962 0.0012188806437923305 0.0010087837142478406 0.0011577292768886471 0.0014579529938034685 0.0010594251278108749
leaf_count=477 101 237 60 50 62 80 44 28 110 240 417 27 37 217 331 31 43 287 242
internal_value=0 2.68143e-05 6.52259e-05 9.34987e-05 4.45539e-05 8.42323e-05 2.65091e-05 9.47118e-05 0.000157372 7.60861e-05 0.000169426 7.79296e-05 0.000189539 7.45071e-05 0.000307014 -0.000186665 7.38051e-05 0.000582787 -0.000451741
internal_weight=0 0.0235105 0.0224705 0.0214605 0.0196479 0.0183454 0.0167859 0.0146909 0.0134499 0.0118938 0.0107187 0.00968174 0.00804885 0.00697459 0.00368978 0.00328481 0.00216651 0.0024709 0.00209505
internal_count=3121 3020 2543 2483 2246 2184 2134 1848 1768 1658 1418 1390 973 946 655 291 74 324 286
is_linear=0
shrinkage=0.00137286


Tree=1594
num_leaves=22
num_cat=0
split_feature=14 1213 160 1374 52 457 11 43 12 12 3 3 52 2 2 52 3 13 42 52 457
split_gain=0.000444499 0.000404529 0.000326443 0.000289991 0.000296285 0.000329777 0.000348647 0.000303002 0.000406548 0.000489513 0.000369141 0.000292271 0.000411524 0.000263369 0.000343323 0.000311779 0.000268616 0.000455708 0.000225103 0.000115284 6.53133e-05
threshold=0.076175000000000007 -1.0000000180025095e-35 -0.26568499999999995 -0.094929999999999987 -0.43320999999999993 0.085360000000000005 0.088710000000000011 -0.043144999999999996 0.051320000000000005 0.090455000000000021 -0.08824499999999999 0.20828500000000003 -0.088204999999999992 0.10613000000000002 0.11293500000000002 0.10744000000000002 0.0041950000000000008 -0.095304999999999987 -0.090989999999999988 -0.0027449999999999996 0.094845000000000013
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 7 8 18 -10 -11 12 -9 16 -15 -16 17 -14 -6 -18 -7
right_child=-2 2 3 4 5 20 -8 11 9 10 -12 -13 13 14 15 -17 19 -19 -20 -21 -22
leaf_value=-0.00071525803556123882 -0.00082564453237946674 -0.00065578410831104857 -0.0005695954440841952 -0.00056289450217109787 0.00022589884446648698 0.00083103065419457022 -0.00055187058815505557 -0.00077921061033902402 -0.00057284473226862375 -6.8710780316817927e-05 0.00081084397108146405 0.00056696246898619131 0.00055357815749213564 -0.00080306542546296168 -0.00038958778452015001 0.00050394971209486697 0.0001668210106323937 -0.00045641412962098033 0.00096888020937117359 0.00070854496510432369 0.00038244378608181059
leaf_weight=0.0011810432943071538 0.001063494346053905 0.0010292724314314985 0.0010789917208970925 0.0010281602736689306 0.0010194456771159821 0.0010748550105932333 0.0012981784241929964 0.0011630627072887695 0.0012739091460569896 0.0015663659839282307 0.00150514136909774 0.0013129337091979379 0.0011744593235380966 0.0011904785738767742 0.0013603380614921612 0.001167098304908798 0.0010592755384735142 0.0018515481510477019 0.0018397217015375363 0.0015663390955538148 0.0010152751167549212
leaf_count=477 101 217 53 271 39 58 57 96 335 92 201 121 38 32 80 25 33 475 216 32 72
internal_value=0 1.04549e-05 4.39683e-05 7.33111e-05 0.000102872 0.000133378 8.40991e-05 0.000127438 0.000332541 8.81518e-05 0.0003623 2.6915e-06 -6.76473e-05 2.06807e-05 -0.000241491 2.30224e-05 0.00019315 -6.44142e-05 0.000703968 0.000489992 0.000613131
internal_weight=0 0.0267559 0.0255749 0.0245456 0.0234666 0.0224384 0.0203483 0.0190501 0.00720458 0.00434542 0.00307151 0.0118455 0.0105326 0.00936954 0.00371791 0.00252744 0.00565162 0.00302601 0.00285917 0.00262561 0.00209013
internal_count=3121 3020 2543 2326 2273 2002 1872 1815 883 628 293 932 811 715 137 105 578 513 255 65 130
is_linear=0
shrinkage=0.00126831


Tree=1595
num_leaves=23
num_cat=0
split_feature=14 1213 3 160 1374 457 11 124 151 49 13 4 52 2 42 47 52 3 0 4 16 150
split_gain=0.000546686 0.000465426 0.000388927 0.00031954 0.000258394 0.000245214 0.000290635 0.000292271 0.000251631 0.000303024 0.000253427 0.000365954 0.000357844 0.000295191 0.000202203 0.000183861 0.000223052 0.000191064 0.000158263 0.000144526 0.000214899 8.18455e-05
threshold=0.076175000000000007 -1.0000000180025095e-35 0.30112000000000005 -0.26568499999999995 -0.094929999999999987 0.085360000000000005 0.088215000000000002 -0.043384999999999993 -0.089309999999999987 0.10247500000000002 -0.084034999999999985 -0.27825499999999997 0.10160000000000001 0.113445 -0.091214999999999977 0.092530000000000015 -0.0064899999999999992 -0.00083499999999999991 -0.14920999999999998 -0.077679999999999985 -0.27167499999999994 0.088985000000000009
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 -3 -5 6 7 -6 -9 10 12 -12 19 14 -13 16 18 -18 -16 -10 -21 -7
right_child=-2 2 -4 4 5 21 -8 8 9 -11 11 13 -14 -15 15 -17 17 -19 -20 20 -22 -23
leaf_value=-0.00079659888347287996 -0.00091153870587069559 -0.00069170470176729696 0.00086363910442016189 -0.00057260011685945065 0.00064353847082739316 0.00027112223372290447 -0.00057180232308898054 -0.00056317205808863223 0.00083414193500002277 0.00067703593458531797 -0.00070401518810316423 0.00029469789832253806 -0.0003481142457905528 0.00064785291015107525 -0.00077778109891681697 -0.00070673620454376356 -0.00018705149080228001 0.0006076338539222555 -3.6380273955511943e-05 0.00072441251014125987 -0.00011501042605020187 0.0008033054516790321
leaf_weight=0.0011332485766165348 0.0011201980022528249 0.0010119697563073229 0.0010259539575052648 0.0010508526071255622 0.0015419484957085441 0.0010109633139911969 0.0012183192386672195 0.0011125783841802175 0.0013409039827592117 0.0013785869780891186 0.0014518186349867729 0.0018098252889424699 0.0011735337161509207 0.0011090808536657892 0.0010004230923357227 0.0010635917124499628 0.0010582147754904184 0.0010490032682901823 0.0010049199850908864 0.0010057025449534684 0.0011251428543758652 0.0010018057531577806
leaf_count=477 101 217 130 50 202 78 98 93 56 177 93 113 47 120 29 92 449 20 168 32 226 53
internal_value=0 3.01777e-05 6.835e-05 3.36579e-05 6.62716e-05 9.75612e-05 5.21744e-05 9.38859e-05 4.30845e-05 8.64034e-05 2.9031e-05 -9.39688e-05 0.000281817 1.54408e-05 -8.49598e-05 -0.000217706 -9.12327e-05 0.000208554 -0.000406249 0.000494749 0.000281175 0.000536003
internal_weight=0 0.0256784 0.0245451 0.0235192 0.0225072 0.0214564 0.0194436 0.0182253 0.0166833 0.0155707 0.0141922 0.00954688 0.00464528 0.00809506 0.00698598 0.00517615 0.00411256 0.00210722 0.00200534 0.00347175 0.00213085 0.00201277
internal_count=3121 3020 2543 2413 2196 2146 2015 1917 1715 1622 1445 1084 361 991 871 758 666 469 197 314 258 131
is_linear=0
shrinkage=0.00131955


Tree=1596
num_leaves=13
num_cat=0
split_feature=13 132 160 133 474 42 13 151 43 2 16 16
split_gain=7.05901e-05 0.000116354 0.000113566 0.000243811 0.000154777 0.000122391 0.000143005 0.000119774 0.000208381 0.000136006 0.000251965 2.15917e-05
threshold=-0.23438999999999996 0.081240000000000021 -1.0000000180025095e-35 -1.0000000180025095e-35 0.059400000000000008 0.088060000000000013 -0.076599999999999988 -0.0083949999999999979 -0.090299999999999991 0.090425000000000019 -0.073404999999999984 0.15891500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 4 -4 -2 7 -7 -5 -9 -10 -11 -1
right_child=1 -3 3 5 -6 6 -8 8 9 10 -12 -13
leaf_value=0.0012154419058417482 -0.0019042843908326011 0.0012502732942051527 -0.0019883442533309534 -0.0012568509442251088 0.00025473984169104502 0.0024205869448327469 0.00013519786779925928 -0.0013158158421375282 -0.00036372520979865178 0.0028712851910630399 -0.00016485840906533378 0.00029609508559182303
leaf_weight=0.0010868592646251498 0.0017351744433148917 0.0011669364497719917 0.0011476516955654633 0.0014002460928235223 0.0011415420684796063 0.001016863067216045 0.0012856024844062619 0.0012875371931866681 0.0012857623949444653 0.0012438113910315258 0.0010413859290338539 0.0010335014027589295
leaf_count=147 591 290 645 197 240 157 281 160 168 65 158 22
internal_value=0 -0.000125305 -0.000252849 -1.73842e-05 -0.00104754 0.000246828 0.00114452 -8.34146e-05 0.000254776 0.000821065 0.00148769 0.000767336
internal_weight=0 0.0137525 0.0125856 0.00970886 0.00287672 0.00856121 0.00230247 0.00625874 0.0048585 0.00357096 0.0022852 0.00212036
internal_count=3121 2952 2662 1831 831 1186 438 748 551 391 223 169
is_linear=0
shrinkage=0.00455379


Tree=1597
num_leaves=11
num_cat=0
split_feature=11 43 1 43 4 49 3 3 52 2
split_gain=6.57554e-05 8.14318e-05 0.000120635 0.000131904 0.00010791 0.00010352 0.000154464 0.000108489 9.71153e-05 8.94034e-05
threshold=0.081790000000000015 -0.16318499999999997 0.094385000000000011 -0.0037449999999999996 -1.0000000180025095e-35 -0.043469999999999995 0.099930000000000005 0.13524500000000003 -0.0064899999999999992 0.086590000000000014
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 -3 8 -4 -7 -8 -5 -1
right_child=-2 2 5 4 -6 6 7 -9 -10 -11
leaf_value=3.4650027380494128e-05 -0.0010925474376274158 -0.0016141621073238763 0.0015843847218035582 -0.0005438104892242833 -0.0011461559287046078 0.001080858183280544 -0.0018436874231054601 0.00030912842384792647 0.0012745938118536009 0.001916827490058385
leaf_weight=0.0013282962131442302 0.0012451492721651239 0.0019471854009035297 0.0014413105030964823 0.0012654601817272959 0.0015016035495608055 0.0019274217500844723 0.0011900499467198955 0.0010893788020445161 0.0016363382926987413 0.0011389188528335703
leaf_count=70 175 1316 197 125 198 378 62 120 355 125
internal_value=0 8.79323e-05 -7.97676e-05 -0.000545878 -7.34831e-05 0.000444311 5.37094e-05 -0.000814819 0.000481597 0.000903503
internal_weight=0 0.014466 0.0119987 0.00635059 0.0044034 0.00564816 0.00420685 0.00227943 0.0029018 0.00246722
internal_count=3121 2946 2751 1994 678 757 560 182 480 195
is_linear=0
shrinkage=0.00492917


Tree=1598
num_leaves=11
num_cat=0
split_feature=4 1 4 2 42 48 2 2 52 4
split_gain=7.10967e-05 8.56205e-05 7.84952e-05 0.000107158 0.000111403 8.97488e-05 0.000124347 9.93865e-05 8.0927e-05 7.50311e-05
threshold=0.24564500000000003 0.111945 0.098655000000000007 0.10981000000000002 0.088915000000000008 0.091545000000000015 0.084245000000000014 0.096540000000000015 0.0031350000000000002 -0.00099499999999999979
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 9 -8 -5 -1
right_child=1 -3 -4 8 -6 -7 7 -9 -10 -11
leaf_value=0.0010714674872459309 -0.00016190316752091188 0.0013187696238935237 -0.0010961538837491699 5.7184344897559243e-05 -0.0016243435279009208 0.0010830958962940965 -0.0016028735347559952 1.2503920073707471e-05 0.0016683346280184871 -0.00048723976441968368
leaf_weight=0.0015632135109936718 0.0015828896252654276 0.0016582734101567159 0.001620953035748802 0.0014386728799494217 0.0011030312164583556 0.001171132435770314 0.0018148320058924798 0.0013984001501999577 0.0011741101194126802 0.0010848459887702333
leaf_count=378 150 276 121 225 581 162 799 208 127 94
internal_value=0 0.000595652 -0.000162023 -2.11461e-05 -0.000278824 -6.77803e-05 -0.000297734 -0.000899861 0.000781189 0.000432903
internal_weight=0 0.00324116 0.0123692 0.0107482 0.00813546 0.00703242 0.00586129 0.00321323 0.00261278 0.00264806
internal_count=3121 426 2695 2574 2222 1641 1479 1007 352 472
is_linear=0
shrinkage=0.00455379


Tree=1599
num_leaves=24
num_cat=0
split_feature=14 1213 3 124 483 453 16 402 43 160 47 52 157 42 15 2 47 0 0 48 0 4 1
split_gain=0.00041644 0.00037732 0.000312851 0.000317556 0.000381355 0.000384519 0.00035837 0.000328893 0.000354564 0.000515665 0.000401705 0.000339192 0.000296734 0.000228958 0.00036021 0.000348549 0.000220977 0.000210007 0.000322586 0.00025567 0.000261629 0.000170094 0.000159965
threshold=0.076175000000000007 -1.0000000180025095e-35 0.30112000000000005 -0.043384999999999993 0.083960000000000021 1.0000000180025095e-35 -0.50690499999999983 0.085065000000000016 0.18116500000000002 -0.098904999999999979 0.10254000000000001 -0.22660999999999995 -0.063304999999999986 0.083995000000000014 0.088495000000000018 0.090175000000000019 0.13283000000000003 -0.23091999999999999 -0.077809999999999976 0.085845000000000019 -0.14116499999999996 -0.14723499999999998 0.10708500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 22 8 9 -8 11 -11 -13 14 17 -15 -12 -14 19 20 -19 -20 -5
right_child=-2 2 -4 4 -6 -7 7 -9 -10 10 16 12 13 15 -16 -17 -18 18 21 -21 -22 -23 -24
leaf_value=-0.0006451062841303165 -0.00073398317627646967 0.0005009737888641624 0.00069402869014368934 0.00081415198775439688 -0.00076852812489537983 -0.00067639745476383881 -0.00084358325431170339 0.00064911328621381414 -0.00071333327031774033 -0.0006999503779362529 0.00086763277270318119 0.00059172309778301015 0.0004831221784218629 0.00068897058036669514 -0.0008099227986075266 -0.00021399553274185822 0.00012105853384163121 0.00031195028146653646 -0.00011003484803146594 -0.00087601831266815948 -0.00055666167755695798 0.00053800460515932849 0.0001538166398907289
leaf_weight=0.001261410612461821 0.0011839596303957469 0.0019754570125072582 0.0011203038451152994 0.001265668416002611 0.0010025156492585443 0.0011757430147483197 0.0010433809964469623 0.00112504346888223 0.0011452085849501517 0.0010659123227801876 0.0013159261829489574 0.0013047965166098638 0.0010183334719897578 0.0014520611695676986 0.0010822720164838096 0.0012131740459487284 0.0011475365205728671 0.0010336366515986076 0.0012857510326718113 0.001098931112253787 0.0011139635848010365 0.0012208731157219675 0.0010278467552655157
leaf_count=477 101 226 130 54 288 51 216 166 142 236 66 166 15 167 88 132 21 24 36 48 182 39 50
internal_value=0 1.91789e-05 5.11194e-05 2.244e-05 -1.84148e-05 1.55569e-05 5.43712e-05 -2.62007e-06 -4.44191e-05 2.30088e-06 5.9786e-05 -2.8143e-05 3.24203e-05 -3.69567e-05 -0.000143824 0.000277954 0.000519862 -3.73631e-05 -0.000129491 -0.000388212 -0.0001386 0.000205598 0.00051822
internal_weight=0 0.0274957 0.0262343 0.025114 0.0231386 0.0221361 0.0209603 0.0186668 0.0175418 0.0163965 0.0153532 0.0128897 0.0118238 0.010519 0.00785376 0.00266524 0.00246346 0.00677149 0.00575316 0.00324653 0.0021476 0.00250662 0.00229352
internal_count=3121 3020 2543 2413 2187 1899 1848 1744 1578 1436 1220 1133 897 731 432 299 87 344 329 254 206 75 104
is_linear=0
shrinkage=0.00124344


Tree=1600
num_leaves=24
num_cat=0
split_feature=14 1213 160 1374 3 39 457 484 50 48 0 0 457 4 15 52 52 12 4 12 1 150 3
split_gain=0.000601714 0.000549549 0.000478047 0.00043744 0.000343076 0.000381284 0.000312667 0.000504622 0.000367658 0.000490294 0.000471514 0.000443955 0.000356669 0.000344992 0.000341326 0.000265742 0.000318824 0.00047975 0.000243767 0.000320928 0.000200329 0.000155686 3.37502e-05
threshold=0.076175000000000007 -1.0000000180025095e-35 -0.26568499999999995 -0.094929999999999987 0.30112000000000005 -1.0000000180025095e-35 0.085360000000000005 -0.0068949999999999992 0.10030500000000002 0.11951500000000001 -0.10607499999999999 -0.077999999999999986 -0.0029299999999999994 0.053180000000000012 -0.11713499999999999 0.11277500000000001 0.096795000000000006 0.097825000000000009 -0.35136499999999998 0.051320000000000005 0.083135000000000014 0.097810000000000022 -0.078724999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 7 -7 9 10 12 13 -9 -12 -14 16 17 18 -13 -20 -16 -8 -22
right_child=-2 2 3 4 -6 6 21 8 -10 -11 11 15 14 -15 20 -17 -18 -19 19 -21 22 -23 -24
leaf_value=-0.00093467116662854927 -0.0010545252303636326 -0.00091859894552422799 -0.00078955834630740874 -0.00067738567736723031 0.00096261217856168666 -0.00083147355719311803 0.00033225804993764884 -0.00030566400555467492 0.00095832261606432385 -0.00088209338425797551 -0.001031560648871442 -0.0006380086280903662 0.00015363667364822687 4.4301017776831991e-06 0.00041252263423766094 -0.00055665314269107667 0.00089937601099353672 0.00071803647937346391 0.00055068713187598768 -0.0005179296940565519 0.0014109126114985172 0.0011005499106811151 0.0010375386019448349
leaf_weight=0.0012614552719572006 0.0011879805519756639 0.0010431243166144346 0.0011501337650585688 0.0012837270160908068 0.0010910598938982377 0.0012186991766031654 0.0013411452463447651 0.0010115209480687781 0.0011795969157646349 0.0010528891327794545 0.0014509621681167888 0.0015824631535368196 0.0018404453115752339 0.0013896625211768376 0.0010071140242189245 0.0010207321034170214 0.0013701033465469692 0.0019267929411989071 0.0014859433308640497 0.0010657045938169407 0.0010246377330531686 0.001029568251720403 0.0011178885934848282
leaf_count=477 101 217 53 40 127 429 84 31 79 52 504 113 69 102 32 62 40 129 127 142 22 46 43
internal_value=0 2.45503e-05 6.82586e-05 0.000106899 0.000147347 0.000110891 0.000154668 9.62436e-05 0.000154145 0.000102441 0.000162381 -1.65016e-05 0.000498959 -0.000524743 0.000662062 0.000154318 0.000251978 0.00010563 -0.000179796 0.000104376 0.000959152 0.000665917 0.0012161
internal_weight=0 0.0289454 0.0276839 0.0266408 0.0254907 0.0243996 0.0231159 0.0207452 0.0195265 0.0183469 0.017294 0.0112924 0.00600161 0.00284062 0.00499009 0.00845174 0.00743101 0.0060609 0.00413411 0.00255165 0.00314964 0.00237071 0.00214253
internal_count=3121 3020 2543 2326 2273 2146 2106 1976 1547 1468 1416 1219 197 606 166 613 551 511 382 269 97 130 65
is_linear=0
shrinkage=0.00148603


Tree=1601
num_leaves=14
num_cat=0
split_feature=50 159 52 13 160 3 48 43 4 16 13 52 3
split_gain=6.83863e-05 0.000107847 0.000133738 9.72013e-05 0.000112465 0.000158957 0.000175452 0.000111051 0.000232685 0.000229361 9.08037e-05 7.70109e-05 0.000155132
threshold=0.10124500000000002 -0.026354999999999996 0.11125500000000001 -0.084034999999999985 -0.081069999999999989 0.11924500000000002 0.092475000000000016 -0.16318499999999997 0.053180000000000012 -0.092804999999999985 0.25761500000000009 -0.04127999999999999 -0.075634999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 11 -5 6 7 10 9 -9 -6 -3 -13
right_child=-2 2 -4 4 5 -7 -8 8 -10 -11 -12 12 -14
leaf_value=0.0019649155552896795 -0.0015208216227808491 0.0023538193132618878 -0.0021312079742601543 0.0016721780712230308 0.0017368370793852288 -0.0026163019416328183 0.0022036620837053464 -8.7820962668666512e-05 0.00085272675536241188 -0.0038309613685436339 -0.00073722046407090033 0.0018674003227520978 -0.00096185909130297627
leaf_weight=0.0010359541176249995 0.0010099288797439506 0.0010053813543203782 0.0010271027578660783 0.0010092415929763851 0.0011392938544925206 0.0010661969400160842 0.0010002645712509639 0.0010219359329292103 0.0013600796780976893 0.0014016076101647356 0.0010107622078177059 0.0013631856416667365 0.0014375577796471454
leaf_count=259 375 201 217 130 83 47 123 70 264 863 56 304 129
internal_value=0 9.49342e-05 -4.50115e-05 0.000122187 -0.000217937 -0.000456381 -0.000124261 -0.000516688 -0.00113634 -0.00225259 0.000573759 0.000927287 0.000415206
internal_weight=0 0.0148786 0.0138426 0.0128155 0.00900938 0.00800014 0.00693394 0.00593368 0.00378362 0.00242354 0.00215006 0.00380612 0.00280074
internal_count=3121 2746 2487 2270 1636 1506 1459 1336 1197 933 139 634 433
is_linear=0
shrinkage=0.00600863


Tree=1602
num_leaves=13
num_cat=0
split_feature=133 3 50 3 4 47 43 51 48 43 16 1
split_gain=6.29377e-05 0.000130827 0.000128326 0.000141478 0.000105339 0.000124942 0.000180446 0.00010502 0.000158785 0.000240427 0.000200957 0.000121665
threshold=0.10622000000000002 0.16158000000000003 0.083640000000000006 -0.15447499999999995 -0.35136499999999998 0.092530000000000015 -0.074359999999999996 -0.076794999999999988 0.086260000000000017 -0.00067499999999999993 -0.08595499999999999 0.094825000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 7 -7 -6 9 -9 -10 -11
right_child=-2 -3 -4 4 5 6 -8 8 10 11 -12 -13
leaf_value=0.0018245805105710918 -0.001152177235212768 0.0016194492027481954 -0.00140642291354488 -0.0014246121885836071 -0.00074339977758632535 0.00039428611022337289 -0.0023569179630573249 -0.00039815141172716079 -0.0018686025844776466 0.0013266011931255262 0.0012027677065302757 0.0035576670741147222
leaf_weight=0.0010652963402079533 0.0010841601452959418 0.0012267120405271567 0.0015289830600850049 0.0012164847809925669 0.0014700749525696352 0.0012522506825353719 0.0010777341562639986 0.0012739748542852395 0.001055692180464321 0.0014491985452580961 0.001015448614488268 0.0010061910808438768
leaf_count=164 435 149 458 106 297 117 86 754 73 261 134 87
internal_value=0 7.86518e-05 -6.22824e-05 0.000110677 -5.81131e-05 0.000115036 -0.000878283 0.000433362 0.000731599 0.00133936 -0.000362757 0.00224087
internal_weight=0 0.014638 0.0134113 0.0118823 0.010817 0.00960057 0.00232998 0.00727058 0.00580051 0.00372936 0.00207114 0.00245539
internal_count=3121 2686 2537 2079 1915 1809 203 1606 1309 1102 207 348
is_linear=0
shrinkage=0.00492917


Tree=1603
num_leaves=12
num_cat=0
split_feature=11 43 12 12 2 2 13 1 3 16 0
split_gain=6.52101e-05 7.79815e-05 0.000190371 0.000152863 0.000101022 0.000148972 0.000109253 0.000144468 0.000141341 7.78641e-05 5.88305e-05
threshold=0.081790000000000015 -0.052894999999999991 0.051320000000000005 0.09202500000000001 0.089885000000000007 0.093175000000000022 -0.39067499999999994 0.093575000000000019 0.12178000000000001 -0.088394999999999987 -0.026509999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 -4 9 -6 -7 -8 -9 -3 -1
right_child=-2 4 3 -5 5 6 7 8 -10 -11 -12
leaf_value=0.0010565984297324384 -0.001257791478029003 -0.0023841828796052709 -0.0015650279774098105 0.00088009988705258196 0.0018638596215055912 0.0010127091867371781 -0.0026358871674139511 0.0013529612526231619 -0.0013639778628367454 -0.00039640730090343437 0.0029817820025253672
leaf_weight=0.0010328565034087023 0.0012288636000309392 0.0010065788089325695 0.0014606942278422644 0.001867876049519393 0.0013188282727944894 0.0014754240205370195 0.0010050927063032927 0.0011566953359293253 0.0013079685453276646 0.0016966010002383413 0.0010030667447571773
leaf_count=192 175 290 691 414 125 114 288 138 62 542 90
internal_value=0 0.000101287 0.000641278 -0.000192909 -0.000221754 0.000173036 -0.000277889 -0.000826683 -8.88868e-05 -0.00113659 0.00200511
internal_weight=0 0.0143317 0.00536449 0.00332857 0.00896719 0.00626401 0.00494518 0.00346976 0.00246466 0.00270318 0.00203592
internal_count=3121 2946 1387 1105 1559 727 602 488 200 832 282
is_linear=0
shrinkage=0.00566207


Tree=1604
num_leaves=11
num_cat=0
split_feature=1 52 0 4 47 1 48 16 4 52
split_gain=5.77848e-05 0.000107582 0.000125811 0.000165317 0.000125945 0.000141427 0.000114029 0.00017677 9.72482e-05 8.88393e-05
threshold=0.14000500000000002 0.11434500000000002 -0.062294999999999996 -0.49405499999999997 0.092530000000000015 0.077565000000000009 0.086035000000000014 -0.087989999999999985 0.024790000000000003 -0.088204999999999992
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 7 -7 -9 -5
right_child=-2 -3 3 9 -6 6 -8 8 -10 -11
leaf_value=-0.0015274701809564503 0.0013400150496717888 -0.0014922752646498426 -0.00092821803286317406 0.00068489827110966084 -0.0018135386145079607 0.0028242740851859077 -0.00081087490630194425 -0.00096995976681853093 0.0014600283571560534 0.0030137752027967943
leaf_weight=0.0016427965034144336 0.0011118373653533848 0.0018438435592323258 0.0010841778260239909 0.0011403353772903024 0.0016679522083120069 0.0014137555632826038 0.0016952831202834417 0.0013874973284951908 0.0011163505460856094 0.0013362269337449982
leaf_count=1178 124 469 141 136 210 171 137 334 51 170
internal_value=0 -0.000110393 9.37001e-05 0.00106768 -0.000294943 5.41555e-05 0.00051707 0.00109172 0.00011346 0.00194144
internal_weight=0 0.0143282 0.0124844 0.00356074 0.00892364 0.00725568 0.00561289 0.0039176 0.00250385 0.00247656
internal_count=3121 2997 2528 447 2081 1871 693 556 385 306
is_linear=0
shrinkage=0.0061288


Tree=1605
num_leaves=12
num_cat=0
split_feature=4 42 43 16 2 3 16 4 3 15 1
split_gain=5.98836e-05 8.40697e-05 0.000188741 0.000113412 0.000130318 0.000126321 0.000100958 0.000159218 7.69405e-05 0.000136998 4.21972e-05
threshold=0.24564500000000003 -0.095859999999999987 -0.17390999999999998 0.22339500000000004 0.089885000000000007 -0.078934999999999991 -0.13941499999999998 -0.059649999999999988 -0.10519499999999998 -0.15026499999999995 0.091900000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -6 -8 -2 -10 -7
right_child=8 2 3 -5 6 10 7 -9 9 -11 -12
leaf_value=-0.0015033468553291929 0.0016677551246575962 0.0016796547645150607 -0.0021790094167329576 -0.0013900120998644992 -0.0006446362876308257 0.0006291375722300615 -0.00038474058014694335 0.001887432647133162 0.0013574395312238811 -0.001242645609154918 -0.00080989853876799959
leaf_weight=0.0010804832480939561 0.0011243590871069797 0.0014166804402218078 0.0010993938780358451 0.0018900368726515043 0.0013304510827720911 0.001062012945789473 0.001281090638118168 0.0019913705348188759 0.0010042057594331841 0.0010456585685112438 0.0010002240438381493
leaf_count=218 93 109 923 367 108 150 255 360 206 127 205
internal_value=0 -0.000164706 -3.40634e-05 -0.000285529 -1.66763e-05 -0.000802598 0.000523154 0.000997931 0.000610833 3.11072e-05 -6.88222e-05
internal_weight=0 0.0121517 0.0110713 0.00965458 0.00776454 0.00316163 0.00460291 0.00327246 0.00317422 0.00204986 0.00206224
internal_count=3121 2695 2477 2368 2001 1278 723 615 426 333 355
is_linear=0
shrinkage=0.00502775


Tree=1606
num_leaves=23
num_cat=0
split_feature=14 160 1213 13 132 52 4 157 2 0 3 0 151 12 13 13 12 16 3 4 15 1
split_gain=0.000620173 0.000511362 0.00048756 0.000401297 0.00070353 0.000451609 0.000729125 0.000452833 0.000502656 0.00055632 0.000503515 0.000435572 0.00043938 0.000353431 0.000296539 0.00040761 0.000353048 0.000408063 0.000253359 0.000220483 0.000296393 5.78935e-05
threshold=0.076175000000000007 -0.40698999999999991 -1.0000000180025095e-35 -0.084034999999999985 0.080640000000000017 0.096795000000000006 -0.35136499999999998 -0.063304999999999986 0.11215000000000001 -0.23091999999999999 0.11296500000000002 -0.019414999999999998 -0.024429999999999997 0.10345000000000001 -0.53104499999999988 -0.47860499999999995 0.092355000000000007 -0.082404999999999992 -0.049509999999999992 -0.0024449999999999997 -0.098289999999999975 0.099990000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 14 5 6 -5 -8 9 -9 -10 12 -11 19 -4 -16 17 21 -7 -14 -21 -17
right_child=-2 2 3 4 -6 18 7 8 10 11 -12 -13 13 -15 15 16 -18 -19 -20 20 -22 -23
leaf_value=-0.00095300247443454427 -0.00099433938425256955 -0.00079832354916255059 -0.00029891469490390504 -0.0011763830947558664 0.00091302592506779833 -0.00010086709812354055 0.00064203145746024595 0.00082458213516201583 -4.1578452581905533e-05 0.0003682141049212381 -0.001387658182825934 0.00066993653786053345 -0.00021281546533384133 0.00013996694062403005 0.0012193469715904748 0.00072705777105173421 -0.00021183205187243206 1.9730448248432683e-06 0.00075834977764844527 -0.00037278463295936382 -0.001335104711180208 0.0011718272760937939
leaf_weight=0.0010481366798094629 0.0012663481663510714 0.0012798450963175103 0.0011740523376078116 0.0014069843838981884 0.0015387942551259295 0.0011634470842426525 0.0015079607588825992 0.0013014467050354011 0.0010224241866841908 0.0014716162222939717 0.0012725295250746171 0.001049338981020588 0.0011787120519305399 0.0012642349732064906 0.0012416468449791829 0.0013504658550091975 0.0017820651461253334 0.0016463513302823196 0.0017581759785678655 0.0010844991634820778 0.0016409126659576844 0.0010702012757517476
leaf_count=226 101 453 33 158 181 161 152 34 142 128 33 45 366 59 48 107 71 310 54 67 105 87
internal_value=0 2.66212e-05 6.30244e-05 0.000103966 -1.20778e-05 -9.52177e-05 -0.000200435 -9.31046e-05 -0.000191331 -3.90358e-05 -0.000787967 -0.000185207 -0.000320348 -0.000516406 0.000365982 0.000476073 0.00031829 0.000550577 0.000416193 -0.000728953 -0.000952177 0.000923695
internal_weight=0 0.0292538 0.0282057 0.0269259 0.0186611 0.0171223 0.0142007 0.0127937 0.0112857 0.00899076 0.00229495 0.00768931 0.00663998 0.00516836 0.00826478 0.00709073 0.00584908 0.00406702 0.00292162 0.00390412 0.00272541 0.00242067
internal_count=3121 3020 2794 2341 1685 1504 1289 1131 979 804 175 770 725 597 656 623 575 504 215 538 172 194
is_linear=0
shrinkage=0.00142833


Tree=1607
num_leaves=21
num_cat=0
split_feature=14 1213 1374 457 11 160 13 13 132 52 4 2 13 42 1 43 1 15 4 457
split_gain=0.000461613 0.000386667 0.00034022 0.000319947 0.000406917 0.000347211 0.000282575 0.000440643 0.000426602 0.000323719 0.000393443 0.000272727 0.000398539 0.000397488 0.000203437 0.00030963 0.000327203 0.000221259 0.000146408 9.34368e-05
threshold=0.076175000000000007 -1.0000000180025095e-35 -0.094929999999999987 0.085360000000000005 0.088215000000000002 -0.24498999999999996 -0.53104499999999988 -0.084034999999999985 0.080640000000000017 0.096795000000000006 -0.27825499999999997 0.097845000000000015 -0.39067499999999994 0.08623500000000002 0.13021500000000003 -1.0000000180025095e-35 0.10828500000000001 -0.089549999999999991 -1.0000000180025095e-35 0.094845000000000013
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 11 9 10 -9 13 -13 -8 15 17 18 -12 -17 -5
right_child=-2 2 3 19 -6 6 7 8 -10 -11 14 12 -14 -15 -16 16 -18 -19 -20 -21
leaf_value=-0.00081303003287144023 -0.00092881377632368211 -0.00072797925718058078 -0.00071578544821805179 0.00093267902288644042 -0.00074578737833696953 -0.0005704862878959054 -0.00035937633213287389 -0.00094240022022351881 0.00082245389514136078 0.00046461194162424882 -0.00012234666655984214 0.0014285103430238888 0.00033476629310497124 0.00072373190518577575 0.00043770167117737526 0.00055047756160818645 -0.00065467167721889805 -0.0010375804034898116 -3.9368017296859881e-05 0.00032652534414374121
leaf_weight=0.0010854446505008655 0.0010879904329834647 0.0010737513759320185 0.00103084764372982 0.0010377435176333041 0.0012582381234409459 0.0010908452957956094 0.0013424398015240624 0.0011787688439550631 0.0012445599890310586 0.0019811984563827831 0.0010187071308989755 0.0012505544677314795 0.0014888237608554622 0.0014250186744982074 0.0013922104826981224 0.0017645441889339031 0.0010288818946833089 0.0011440699468009442 0.0016719565329150971 0.001037488154270072
leaf_count=477 101 53 221 68 98 31 238 109 162 196 140 70 95 136 73 132 36 509 101 75
internal_value=0 2.11569e-05 5.8174e-05 9.42683e-05 4.21363e-05 9.1574e-05 0.000135325 0.000178262 2.92013e-05 -5.91011e-05 -0.000171892 0.000514584 0.000834072 0.000198337 -5.8649e-05 -0.000162905 5.19419e-05 -0.000606489 0.000263501 0.000629639
internal_weight=0 0.0255461 0.0244606 0.0233869 0.0213117 0.0200534 0.0190226 0.0179317 0.0124249 0.0111803 0.00919914 0.00550684 0.00273938 0.00276746 0.00802037 0.00662816 0.00446538 0.00216278 0.0034365 0.00207523
internal_count=3121 3020 2543 2490 2347 2249 2028 1997 1458 1296 1100 539 165 374 991 918 269 649 233 143
is_linear=0
shrinkage=0.00142833


Tree=1608
num_leaves=12
num_cat=0
split_feature=14 13 1 4 48 0 4 43 12 4 16
split_gain=6.83952e-05 9.82115e-05 0.000129868 0.000178611 0.000127009 0.000234441 0.000271173 0.000132239 0.000193207 8.28028e-05 5.93064e-05
threshold=-0.10708499999999999 -0.47860499999999995 1.0000000180025095e-35 -0.083854999999999985 0.12879500000000002 -0.11991499999999998 0.0052350000000000009 -0.074359999999999996 0.090455000000000021 0.053180000000000012 -0.25582999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -4 8 -7 -9 -8
right_child=1 2 4 -5 -6 7 10 9 -10 -11 -12
leaf_value=-0.0012299784213070566 0.001662594094449333 0.00018299064102584629 -0.00016665096279023923 -0.0023335523714198142 -0.0015264136089553739 -0.001076659902515517 0.0019152950795096194 -0.0023782526482558938 0.001902204356677499 -0.0001997871426965002 0.0037674243052729065
leaf_weight=0.0012900752555353731 0.001146705965809681 0.0019395618208571273 0.0015819820190603471 0.0015745773741474688 0.0010431238614456726 0.0012368621030965513 0.001037242632175972 0.0010915059796637854 0.0014662877144506758 0.0010595388904655473 0.0010952642393391443
leaf_count=140 72 326 174 1271 69 233 107 450 140 102 37
internal_value=0 0.000104682 -3.14205e-05 -0.000944595 0.000302442 0.000525081 0.00157473 -0.000278122 0.000539185 -0.00130521 0.00286656
internal_weight=0 0.0142727 0.0131259 0.00351414 0.00961181 0.00856868 0.00371449 0.00485419 0.00270315 0.00215104 0.00213251
internal_count=3121 2981 2909 1597 1312 1243 318 925 373 552 144
is_linear=0
shrinkage=0.00555105


Tree=1609
num_leaves=12
num_cat=0
split_feature=1 14 3 160 12 3 48 3 2 4 0
split_gain=6.67748e-05 0.000109182 9.18417e-05 0.000108107 0.000111056 0.00019464 0.000139203 0.000122986 9.65132e-05 0.000234306 8.29717e-05
threshold=0.14000500000000002 -1.0000000180025095e-35 0.092670000000000016 0.086075000000000013 0.088365000000000013 -0.086554999999999979 0.081275000000000014 -0.016324999999999996 0.11411 0.0061450000000000003 -0.077809999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 10 7 -3 9 -4 -6
right_child=-2 2 8 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=-0.0013926061973827189 0.0011265810039480324 0.00077094788500964415 -0.00018388828861634155 -0.0016518851163579984 -0.00077950379300343849 -0.0019913369122963763 0.0019705579623259801 -0.0011088238630011459 -0.00048207503622885747 0.0028093230697828044 0.0010603939638572726
leaf_weight=0.0013669150620616586 0.0011298283707585144 0.0019909487471008597 0.0012839415736518598 0.0010714001646164465 0.0010255338351910503 0.0014886041488358683 0.0011198044084285846 0.0013735946753407682 0.0011022562732279084 0.0011648123285368239 0.0012953935650000283
leaf_count=122 124 777 103 302 224 827 191 143 86 52 170
internal_value=0 -9.38271e-05 4.36211e-05 -0.000207302 -2.06911e-05 -0.000627398 0.000494717 3.51999e-06 0.000705394 0.00123991 0.00024741
internal_weight=0 0.0142832 0.0129163 0.00936528 0.00829388 0.00380953 0.00448435 0.00336454 0.00355101 0.00244875 0.00232093
internal_count=3121 2997 2875 2634 2332 1221 1111 920 241 155 394
is_linear=0
shrinkage=0.00483252


Tree=1610
num_leaves=12
num_cat=0
split_feature=1 3 15 42 43 2 16 2 43 160 15
split_gain=6.31659e-05 0.000134582 0.00011077 0.000117715 7.59431e-05 0.000136593 0.000114317 0.00026125 0.000110679 0.000120864 7.10379e-05
threshold=0.12500000000000003 0.11296500000000002 0.095175000000000023 0.092620000000000022 -0.16318499999999997 0.099185000000000009 0.15891500000000003 0.11215000000000001 -0.0037449999999999996 0.083670000000000008 -0.042209999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 8 7 -7 -6 10 -10
right_child=1 -3 -4 -5 5 6 -8 -9 9 -11 -12
leaf_value=0.0015067914398097281 0.0021591443270911224 -0.00061899105761642774 -0.0019850694136024074 -0.001580625391769046 -0.0017146177992892783 0.0036658676119315234 -0.00064829454374739932 -7.6553575836538565e-05 -0.00046534785076780523 -0.0016814378163561607 0.0014288905046869942
leaf_weight=0.0013060272611079586 0.0012525165411171888 0.0010858092971153255 0.0010240211469988028 0.0013973988025994264 0.001828173089857589 0.0011104497188362261 0.0011191972580347209 0.0014148928431559904 0.0011196290689825666 0.001016153111335738 0.0016097743757802711
leaf_count=143 149 130 364 379 1026 158 164 131 106 52 319
internal_value=0 0.000869108 -0.000162275 -5.70542e-06 0.00020341 1.87492e-05 0.000888144 0.00156907 -0.000549729 1.88426e-05 0.000651855
internal_weight=0 0.00233833 0.0129457 0.0119217 0.0105243 0.00921827 0.00364454 0.00252534 0.00557373 0.00374556 0.0027294
internal_count=3121 279 2842 2478 2099 1956 453 289 1503 477 425
is_linear=0
shrinkage=0.00577531


Tree=1611
num_leaves=18
num_cat=0
split_feature=1213 14 13 132 457 1 43 16 457 52 43 3 151 3 1 3 13
split_gain=0.000350941 0.000317374 0.000181344 0.000491106 0.000351992 0.000320443 0.000325704 0.000409768 0.000319285 0.000291397 0.000253284 0.00020011 0.000225056 0.000180957 0.000292406 0.000178648 0.000141703
threshold=-1.0000000180025095e-35 0.062655000000000016 -0.084034999999999985 0.080640000000000017 0.069910000000000014 0.111945 -0.51144999999999985 0.033715000000000009 0.094845000000000013 0.11434500000000002 0.16180500000000003 -1.0000000180025095e-35 -0.00099499999999999979 0.10732000000000001 0.12958500000000003 -0.078934999999999991 -0.43167499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 4 5 6 -4 11 -6 10 15 -8 -13 14 -7 -2 -17
right_child=1 -3 3 -5 8 13 7 -9 -10 -11 -12 12 -14 -15 -16 16 -18
leaf_value=-0.00081951272805327836 0.00019880026246240143 -0.00076893325452317984 0.00033946596401383908 0.00083184296125524398 0.00092217465862112508 -0.00018407550755821975 -0.00069148584033091297 -0.0012383572055010659 -7.9771846210282204e-05 -0.00042734674915896668 -0.00021830700355076702 -0.00061082033108155072 0.00025326732004322082 -0.00027797269103373471 0.00078765989729452689 0.00039672597778691253 0.0010776214322774911
leaf_weight=0.0010939414978146092 0.0018134111641060768 0.0010216735128756307 0.0010519230248853271 0.0012989755893831898 0.0012140950000286152 0.0012345028433846661 0.0019238688908141113 0.0013730584792799386 0.0015204821894521103 0.0010910041465487241 0.0011377589932584087 0.0010356810508227454 0.0016736620315143148 0.0016833441006909311 0.0014056830878594745 0.0011184815795386438 0.001544700539134687
leaf_count=491 332 90 31 189 94 115 752 363 71 124 44 28 59 50 84 61 143
internal_value=0 2.49419e-05 6.16082e-05 -2.5391e-05 -0.000104273 -0.000217038 -0.000408363 -0.000539336 0.000365071 0.000261615 0.000395497 -0.00033218 -7.70412e-05 9.53005e-05 0.000333294 0.0005515 0.000791659
internal_weight=0 0.0231423 0.0221206 0.0154153 0.0141163 0.0113817 0.00705819 0.00600627 0.00273458 0.00670536 0.00561435 0.00463321 0.00270934 0.00432353 0.00264019 0.00447659 0.00266318
internal_count=3121 2630 2540 1836 1647 1482 1233 1202 165 704 580 839 87 249 199 536 204
is_linear=0
shrinkage=0.00145689


Tree=1612
num_leaves=22
num_cat=0
split_feature=14 1213 1374 1456 11 453 4 160 50 457 52 124 0 0 15 43 16 16 13 4 1
split_gain=0.00050195 0.000481813 0.000424522 0.000329005 0.000378028 0.000375347 0.000342532 0.000309018 0.000342156 0.000301909 0.000273855 0.000212252 0.000288283 0.000469195 0.000410556 0.000405557 0.000348097 0.000328976 0.000259296 0.000245598 0.000193965
threshold=0.076175000000000007 -1.0000000180025095e-35 -0.094929999999999987 -1.0000000180025095e-35 0.088215000000000002 1.0000000180025095e-35 0.27287000000000006 -0.22361499999999998 0.099210000000000007 0.085360000000000005 -1.0000000180025095e-35 0.10281000000000001 -0.10096999999999999 -0.077999999999999986 -0.10203999999999998 -0.074359999999999996 0.22339500000000004 -0.087484999999999993 -0.0013449999999999996 -0.27825499999999997 0.086920000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 7 -5 9 11 -8 12 14 -14 -9 18 19 20 -15 -17 -16
right_child=-2 2 3 4 -6 -7 10 8 -10 -11 -12 -13 13 15 17 16 -18 -19 -20 -21 -22
leaf_value=-0.00091325426214465717 -0.00098469765614768684 -0.00083216454329531492 -0.00070723443437803056 -0.0006347901108395876 -0.00061044845135543445 -0.0006117499424533341 0.00020470000048000884 -0.0002413356839231788 0.001002193959262823 0.00076618517825054232 0.0012295717260012824 0.00074176966518983288 -0.00091137433553518899 0.00091338622490698624 0.00066030227257602304 -0.00041784280089375857 -0.00084120130386044253 0.001131708928532457 4.9026565756169365e-05 0.0006018163262440677 -0.00025035551673881749
leaf_weight=0.0011671247237208795 0.0011437518429275864 0.0011188149258103399 0.0010568045273122153 0.0010035739864532036 0.0013929465477602312 0.0012248122462584768 0.0010405755662822314 0.0019649662609730889 0.0011348496094079055 0.0016259613748630377 0.00128891597745212 0.0010310124418282393 0.001419212429805472 0.0013453321625798154 0.0010662730633450579 0.0010518961591774456 0.0015539313369153374 0.0015090575737328671 0.0017810392711435918 0.0010347945400468617 0.0010017285584211777
leaf_count=477 101 53 241 196 99 75 66 78 184 90 222 19 582 131 36 31 117 67 74 157 25
internal_value=0 2.05253e-05 6.30199e-05 0.000103853 0.000140373 0.000187744 0.000234703 0.000167163 0.0002131 0.000158447 0.000771765 9.1495e-05 4.26584e-05 -0.000134525 0.000304378 2.84005e-05 -0.000308722 0.000604152 0.000420976 8.78084e-05 0.000219185
internal_weight=0 0.0268136 0.0256465 0.0245277 0.0234709 0.0220779 0.0208531 0.0185236 0.0175201 0.0163852 0.00232949 0.0147592 0.0137282 0.00818621 0.00554203 0.00676699 0.00364062 0.00357706 0.00312637 0.00208669 0.002068
internal_count=3121 3020 2543 2490 2249 2150 2075 1787 1591 1407 288 1317 1298 1092 206 510 305 128 205 188 61
is_linear=0
shrinkage=0.00148603


Tree=1613
num_leaves=21
num_cat=0
split_feature=14 3 1213 1374 484 39 42 48 133 52 52 4 47 1 151 4 13 52 16 15
split_gain=0.000547496 0.000444294 0.000360874 0.000369599 0.000325348 0.000288813 0.000371287 0.000317422 0.000457744 0.000353254 0.000499215 0.00034336 0.000480885 0.000224738 0.000257642 0.000284966 0.000249294 0.000355458 0.000207692 0.000181569
threshold=0.076175000000000007 0.30112000000000005 -1.0000000180025095e-35 -0.094929999999999987 -0.0068949999999999992 0.13507500000000003 -0.11466499999999999 0.11951500000000001 0.10622000000000002 0.11434500000000002 0.10024500000000001 -0.35136499999999998 0.081320000000000017 0.111945 -0.016164999999999995 -0.083854999999999985 -0.095304999999999987 -0.081429999999999989 -0.056919999999999991 -0.11713499999999999
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 -6 8 9 10 11 -8 13 14 -13 -16 -17 -18 19 -14
right_child=-2 -3 3 4 5 -7 7 -9 -10 -11 -12 12 18 -15 15 16 17 -19 -20 -21
leaf_value=-0.00077603218308181833 -0.00094647976777004639 0.00095122695112761027 -0.00078385944751204156 -0.00054292853041652616 -0.00075164675861363862 0.00084738386222697043 -0.00039041249657833355 -0.00052586195771250378 -0.00062404142082985868 -0.00033915548036991334 0.0011486659178414885 0.00085168705594565691 -0.00029357232500523483 0.0010713309469754535 0.00083384155178718364 0.00063299286129319386 0.00042049474386669669 -0.00055269535281080842 -0.00064718549421477619 0.00046259303501090533
leaf_weight=0.0011922856550927166 0.0012300485369283179 0.0010228887069576578 0.0010929491777034164 0.0016673042605691015 0.0010527320686342647 0.0010366534203090074 0.0016289498576593708 0.0014471233974682187 0.0013767153709942628 0.0019600195960570712 0.0013081851461080882 0.0019165174172481895 0.0012603558114306357 0.0011758545754522176 0.0012891935562055973 0.001163302213186051 0.0013267272610303178 0.0018106265151641952 0.0010931636646602785 0.0013330035552492348
leaf_count=477 101 130 50 457 100 36 145 64 267 243 41 185 47 131 97 31 141 272 83 23
internal_value=0 2.77839e-05 -8.36304e-06 2.83372e-05 6.55625e-05 0.000111305 7.52142e-05 0.000118543 0.000168565 0.000231764 0.000304874 0.000226015 0.000307198 0.000490716 0.000399764 0.000244819 6.82498e-05 -0.000141152 -0.000125009 9.51016e-05
internal_weight=0 0.0271546 0.0261317 0.0249394 0.0238464 0.0221791 0.0211425 0.0200897 0.0186426 0.0172659 0.0153059 0.0139977 0.0123687 0.00868222 0.00750637 0.00558985 0.00430066 0.00313735 0.00368652 0.00259336
internal_count=3121 3020 2890 2413 2363 1906 1870 1770 1706 1439 1196 1155 1010 857 726 541 444 413 153 70
is_linear=0
shrinkage=0.00142833


Tree=1614
num_leaves=12
num_cat=0
split_feature=133 133 15 12 12 0 15 15 4 4 1
split_gain=6.42131e-05 0.00012629 9.68097e-05 0.000198446 0.000108722 0.000212018 0.000133248 0.000216711 0.000150979 0.00013404 4.99811e-05
threshold=0.10622000000000002 0.083950000000000011 0.024640000000000006 0.088305000000000008 0.09334000000000002 -0.010949999999999998 -0.016799999999999995 -0.074054999999999996 1.0000000180025095e-35 0.2623950000000001 0.111945
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 7 8 -1 -10 -6
right_child=-2 -3 3 -5 10 -7 -8 -9 9 -11 -12
leaf_value=0.0016881706669392735 -0.0012087322384582416 0.0013650089477504916 -0.002660091152945695 0.00033196796536557688 -0.0016740047244382004 0.0025896200643081404 0.0012963010615503966 -0.0022746936203258241 -0.0013608788065776914 0.0008137542553260089 -0.00011009731956336936
leaf_weight=0.0012832920879149185 0.0010862084480537234 0.0017765193671857521 0.0010731628683035713 0.0012763092555629768 0.0010995180567613403 0.0010072511403749953 0.0017843331088077397 0.0011699243744870969 0.0017057918361568433 0.0013240551508760523 0.0010513308186093084
leaf_count=178 435 580 417 406 250 145 142 131 184 153 100
internal_value=0 8.38613e-05 -9.42983e-05 -0.00103471 0.000117631 0.000384634 7.90254e-05 -0.000317108 0.00021388 -0.000410556 -0.00090957
internal_weight=0 0.0145515 0.012775 0.00234947 0.0104255 0.00827465 0.0072674 0.00548306 0.00431314 0.00302985 0.00215085
internal_count=3121 2686 2106 823 1283 933 788 646 515 337 350
is_linear=0
shrinkage=0.00512831


Tree=1615
num_leaves=21
num_cat=0
split_feature=14 1213 124 402 4 13 132 4 123 159 52 0 42 47 52 0 457 2 2 16
split_gain=0.000462245 0.000351218 0.000266139 0.000264752 0.000268755 0.000320574 0.000400376 0.000366621 0.000246529 0.000229486 0.00030812 0.000302527 0.000290163 0.00031143 0.00052255 0.000425748 0.000279191 0.000446247 0.000212992 4.72675e-05
threshold=0.076175000000000007 -1.0000000180025095e-35 -0.043384999999999993 0.073745000000000019 -0.51843499999999987 -0.23438999999999996 0.079970000000000013 -0.27825499999999997 0.08592000000000001 -0.22563499999999997 0.098380000000000009 -0.019414999999999998 -1.0000000180025095e-35 0.10813000000000002 -0.0064899999999999992 -0.10096999999999999 0.082380000000000009 0.092235000000000025 0.092635000000000009 0.15891500000000003
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 8 4 -4 19 7 -7 -3 -9 11 12 -11 14 16 18 17 -14 -16 -6
right_child=-2 2 3 -5 5 6 -8 9 -10 10 -12 -13 13 -15 15 -17 -18 -19 -20 -21
leaf_value=-0.00071548375635533963 -0.00085304235975460722 9.2538091028658028e-05 -0.00067416920398186001 0.0006142219875499501 0.00069323308622136069 -0.00072997073540506804 0.00060643949297561591 0.00055221009339713218 0.00098507985938386423 -0.00079301236907560358 -0.00079317769930644874 0.00061848883855221588 -0.0010681670614299916 -0.00063683710889844095 0.00094581162265108224 -0.00027325229737438177 0.00014618569255865413 6.8448260290947927e-05 0.00018187938102829268 0.0002933127285545691
leaf_weight=0.0011143173097123973 0.0011406331850143383 0.0012377877764828673 0.0010939673649321647 0.0012446832033566188 0.0011199577248053273 0.001575313172498421 0.0015334250127270457 0.0010756276367696613 0.0010247320837702412 0.0010030689287291216 0.0010514637806601787 0.0011646061317206651 0.0013794078240114962 0.0013338375115425913 0.0019144483986703875 0.0011888682711315652 0.0017566951983161161 0.0011453046481854356 0.0010099516254129526 0.0010257317717332626
leaf_count=477 101 130 46 223 95 146 193 158 117 295 227 47 285 80 34 218 70 112 54 13
internal_value=0 2.31117e-05 5.75785e-05 1.16081e-05 -2.52108e-05 1.16161e-05 -4.98085e-05 -0.000114321 0.000496785 -4.51618e-05 -9.47886e-05 -3.30603e-05 -0.000103767 -3.2702e-05 6.32896e-05 0.00040589 -0.000265857 -0.000552556 0.000681985 0.000502054
internal_weight=0 0.0249932 0.0238789 0.0216164 0.0203717 0.0192777 0.017132 0.0155986 0.00226252 0.0140233 0.0129477 0.0118962 0.0107316 0.00972851 0.00839468 0.00411327 0.00428141 0.00252471 0.0029244 0.00214569
internal_count=3121 3020 2543 2296 2073 2027 1919 1726 247 1580 1422 1195 1148 853 773 306 467 397 88 108
is_linear=0
shrinkage=0.00134594


Tree=1616
num_leaves=23
num_cat=0
split_feature=14 1213 160 1374 484 50 457 13 132 52 4 1 39 130 48 15 52 43 1 4 2 1
split_gain=0.00062293 0.000471754 0.000467222 0.000370735 0.00035868 0.00042603 0.000395259 0.000414562 0.000569899 0.000384123 0.000392713 0.000342318 0.000322814 0.000347673 0.000424388 0.000328949 0.000492941 0.000348111 0.000225608 0.000179206 0.00013426 7.86849e-05
threshold=0.076175000000000007 -1.0000000180025095e-35 -0.26568499999999995 -0.094929999999999987 -0.0068949999999999992 0.099210000000000007 0.080930000000000016 -0.084034999999999985 0.080640000000000017 0.10160000000000001 -0.082594999999999988 0.083135000000000014 0.11402500000000002 -1.0000000180025095e-35 0.086035000000000014 -0.10091499999999999 0.091275000000000009 -0.074974999999999986 0.086560000000000012 0.24564500000000003 0.10005000000000001 0.11146500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 7 9 12 10 -6 -8 13 -9 15 21 17 -17 -19 20 -12 -15
right_child=-2 2 3 4 5 -7 11 8 -10 -11 19 -13 -14 14 -16 16 -18 18 -20 -21 -22 -23
leaf_value=-0.00079702976578933167 -0.00094331170665265215 -0.0008204064133265533 -0.00066430643931506635 -0.00041547882844784775 0.0011504929641925218 0.00095609971218607928 6.8140522003784946e-05 -0.00098496229827820837 0.00080009481633137609 -0.00033260448578246451 -0.00025742863013119064 0.0010937103412268106 0.00054766022295681506 0.00018241702786564624 -0.00073781113230914183 -0.00099992910050292964 0.00057106572677967208 0.00027704065172584049 -0.00048683638440489684 0.00065386840191172986 0.00040986704765137223 0.00069635530444862957
leaf_weight=0.0011940512695476349 0.0012433780576048816 0.0010310238082599501 0.0010895727676185621 0.0019501401533709153 0.0013264583628114224 0.0012309708340881844 0.0010304919290531336 0.0010044663885660924 0.0012434092802913179 0.001175241967890539 0.0011789988622536935 0.0013780296163579675 0.0010589764644615149 0.001106740209487529 0.001800102034718476 0.0012617913483206067 0.0011937544678988221 0.0012516810906648803 0.0015903814240894043 0.00151140036148667 0.001017698106689835 0.0010532368477559062
leaf_count=477 101 217 53 460 31 96 52 159 136 53 133 118 43 41 129 185 103 142 162 111 52 67
internal_value=0 3.05259e-05 6.7836e-05 0.000103815 0.000138166 0.000186337 0.000141604 7.57526e-05 -6.48536e-05 0.000360247 0.000521983 0.000654918 -0.000159852 -0.000232861 -0.000151258 -9.6765e-06 -0.000190176 -0.000411611 -0.000150415 0.000297152 5.17199e-05 0.000433021
internal_weight=0 0.0276786 0.0264846 0.0254535 0.024364 0.0224138 0.0211829 0.0187743 0.0125645 0.0062098 0.00503456 0.00240852 0.0113211 0.0102622 0.00925769 0.00745759 0.00529761 0.00410385 0.00284206 0.0037081 0.0021967 0.00215998
internal_count=3121 3020 2543 2326 2273 1813 1717 1547 1167 380 327 170 1031 988 829 700 592 489 304 296 185 108
is_linear=0
shrinkage=0.00134594


Tree=1617
num_leaves=22
num_cat=0
split_feature=14 1213 160 1374 3 484 50 48 0 457 0 2 0 0 52 40 13 4 13 13 16
split_gain=0.000512359 0.000463609 0.000461174 0.000412227 0.000271143 0.00028979 0.000384937 0.000456723 0.00043166 0.000405494 0.000323158 0.000273113 0.000220153 0.000264546 0.000339009 0.000166243 0.000268629 0.000273642 0.000409411 0.000209613 4.31613e-05
threshold=0.076175000000000007 -1.0000000180025095e-35 -0.26568499999999995 -0.094929999999999987 0.30112000000000005 -0.0068949999999999992 0.099210000000000007 0.11951500000000001 -0.10607499999999999 0.080930000000000016 -0.077999999999999986 0.083995000000000014 -0.11756999999999999 -0.14226499999999997 -0.063789999999999986 0.05433000000000001 0.17001000000000002 -0.35136499999999998 -0.063184999999999977 -0.15078499999999997 -0.0098449999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 7 8 9 12 11 -10 13 14 -7 16 17 19 -19 -12 -20
right_child=-2 2 3 4 -6 6 -8 -9 10 -11 15 -13 -14 -15 -16 -17 -18 18 20 -21 -22
leaf_value=-0.00072251228850018308 -0.00077291543581331122 -0.00072499823839960119 -0.00064182741228440083 -0.00039538199915830513 0.0007148891741799295 -0.00021484136221316258 0.00078920375742532248 -0.00067601731664302929 -0.00067342631325423264 0.0010161621635759132 0.00023754718635314505 2.6730155981460658e-05 0.00071877592847797056 -0.00036767527387167374 0.00060597508532280169 0.00054304432016657979 -0.00035152444817312722 -0.00019940757546854082 0.00051449423560327278 -0.00046884563130198336 0.00084522476128723431
leaf_weight=0.0011090653307605216 0.0011750243288153319 0.0010053992625459465 0.0010232870425905807 0.0015604935565130531 0.0010004360662112513 0.001099919374610181 0.0011427863485530257 0.0010141420745348731 0.0015537446675490873 0.0011275229556844124 0.0011085597889177734 0.0015065675933220377 0.0010491186001519914 0.0011213602595923078 0.0018574207424232325 0.001089859007345706 0.0017248537157126265 0.001058850918258164 0.0010261904208616612 0.0012021678123756985 0.0011475779511016682
leaf_count=477 101 217 53 454 127 45 87 57 201 59 12 449 37 42 69 27 54 164 139 136 114
internal_value=0 1.84196e-05 5.20696e-05 8.54358e-05 0.000118671 9.07871e-05 0.000129044 8.86747e-05 0.000132554 0.000379959 -2.98262e-06 -0.000328745 0.000240068 0.000116936 0.00030069 0.000116296 5.2305e-05 0.00017796 0.000398063 -0.000129957 0.000689094
internal_weight=0 0.0255293 0.0244203 0.0234149 0.0223916 0.0213911 0.0198306 0.0186879 0.0176737 0.00625534 0.0114184 0.00306031 0.00512782 0.0040787 0.00295734 0.00835806 0.0072682 0.00554335 0.00323262 0.00231073 0.00217377
internal_count=3121 3020 2543 2326 2273 2146 1692 1605 1548 252 1296 650 193 156 114 646 619 565 417 148 253
is_linear=0
shrinkage=0.00117172


Tree=1618
num_leaves=22
num_cat=0
split_feature=14 1213 160 1374 457 11 13 52 13 132 39 4 2 42 13 43 1 2 150 0 4
split_gain=0.00041389 0.00038912 0.000393007 0.000317162 0.00026655 0.000390779 0.000363841 0.000487077 0.000474314 0.000419996 0.000400014 0.000844737 0.00027777 0.000389669 0.0002947 0.000246987 0.000212308 0.000141161 0.000109597 0.000102568 6.48042e-05
threshold=0.076175000000000007 -1.0000000180025095e-35 -0.26568499999999995 -0.094929999999999987 0.085360000000000005 0.088215000000000002 -0.084034999999999985 0.10744000000000002 -0.53104499999999988 0.080640000000000017 0.0046100000000000004 -0.27825499999999997 0.10005000000000001 0.083995000000000014 -0.39067499999999994 -0.074974999999999986 0.10708500000000001 0.091055000000000011 0.090735000000000024 -0.08867499999999999 -1.0000000180025095e-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 6 8 9 -5 10 11 -8 13 -10 -14 -13 17 20 -6 -15 -17
right_child=-2 2 3 4 18 -7 7 -9 12 -11 -12 15 14 19 -16 16 -18 -19 -20 -21 -22
leaf_value=-0.00084902887689174763 -0.00091647233170968293 -0.00085472623417063686 -0.00071413316548229176 -0.00053034942362481107 0.00032573846196188704 -0.00069784001287329144 -0.001485331811550556 0.00075989743064204572 -0.00044942284497481505 0.00078680337609218114 0.00041325793103719335 -0.00061652614354586654 0.0015159495798845802 0.00034255940552677436 0.00049043691727025521 0.00026831929463657451 -0.00039957283637030602 0.00061185519743095669 0.0010103303628308598 0.0010263866702784953 -0.00026372476339842478
leaf_weight=0.0011196661836933288 0.0011166201629204666 0.0010267274540558249 0.0010458102510497716 0.0010042792291500291 0.0011461025234211766 0.0013623970676519539 0.001278473516265418 0.0016728702968223938 0.0010648959916029132 0.001075242903207708 0.0019395793611723259 0.0019105778469179499 0.0012000886928817955 0.0010090135033656855 0.0013888958805335361 0.001005489130896705 0.0018311921301246148 0.0013926641341170387 0.0010113727779240689 0.0010067277943258124 0.0011029028538237637
leaf_count=477 101 217 53 31 80 98 99 163 120 156 177 298 70 135 91 284 60 164 62 126 59
internal_value=0 2.55223e-05 6.39597e-05 0.00010254 0.000139035 8.74858e-05 0.000141297 -4.44954e-06 0.000429759 -0.000115289 -0.000208012 -0.000349423 0.000599827 0.000292261 0.000965799 -0.000148917 1.86307e-05 0.000237368 0.000646659 0.000684085 -9.99371e-06
internal_weight=0 0.026595 0.0254753 0.0244486 0.0234028 0.0212453 0.0198829 0.013209 0.0066739 0.0115361 0.0104609 0.0085213 0.00566962 0.00308064 0.00258898 0.00724283 0.00533225 0.00350106 0.00215748 0.00201574 0.00210839
internal_count=3121 3020 2543 2326 2273 2131 2033 1460 573 1297 1141 964 542 381 161 865 567 507 142 261 343
is_linear=0
shrinkage=0.00151575


Tree=1619
num_leaves=24
num_cat=0
split_feature=14 1213 1374 457 13 132 52 15 15 39 15 130 151 159 47 15 1 1 4 47 12 0 2
split_gain=0.000587073 0.000492501 0.000440232 0.000472146 0.000436675 0.000694219 0.000492856 0.00038152 0.000376772 0.000345265 0.000396258 0.000299682 0.000347637 0.00053028 0.00061881 0.000462607 0.000968722 0.000166722 0.000348859 0.000165089 0.000147828 4.82666e-05 3.22874e-05
threshold=0.076175000000000007 -1.0000000180025095e-35 -0.094929999999999987 0.080930000000000016 -0.084034999999999985 0.080640000000000017 0.11434500000000002 -0.090344999999999995 -0.093244999999999981 0.0046100000000000004 -0.016799999999999995 -1.0000000180025095e-35 -0.033849999999999991 -0.032739999999999991 0.11518500000000002 -0.10091499999999999 0.086560000000000012 0.08592000000000001 -0.082594999999999988 0.10019500000000002 0.051320000000000005 -0.10011499999999998 0.10584500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 9 8 -5 19 11 -11 -6 -13 -14 15 22 20 18 -10 -4 -17 -18 -15
right_child=-2 2 3 7 5 -7 -8 -9 17 10 -12 12 13 14 -16 16 21 -19 -20 -21 -22 -23 -24
leaf_value=-0.00087395008740048178 -0.00099026133272923879 -0.00078325129215799658 -0.00043808286783895381 0.0012294480195636553 -0.0010466915961911845 0.00086351718475073474 -0.00056219228154772566 0.00020319349307859757 0.00090572865483658184 -0.00023157294586141543 0.00089793881580387685 -0.00097692971621021101 -0.001031737051808776 0.00021190235880926404 0.00099371503131825988 0.00058309495294267782 -0.0008443835477588078 0.0010677386731901047 -0.00016691958405321358 0.00034819994004460655 -0.00012940787698122443 -0.0012574669278706695 0.00056418482006444996
leaf_weight=0.0011974343959831038 0.0012182903772757206 0.0012008137720282966 0.0010180778154024184 0.0012651237868368526 0.001028581794544862 0.0013647820129827357 0.0011215355141609429 0.0017771737885366448 0.0015838225646755966 0.0014311206329847836 0.0011371403650324305 0.0011529842628521534 0.001194100258265913 0.0010869771023571673 0.0010806670838796606 0.0011751952899938835 0.0010445674081154266 0.0016462544250899214 0.0010149743773816234 0.0011718030744718999 0.0012013721067449246 0.0012893751518063823 0.0010372627922876632
leaf_count=477 101 53 125 61 168 173 118 140 35 153 37 92 238 60 34 31 29 94 202 56 348 263 33
internal_value=0 2.24256e-05 6.21445e-05 0.000101457 3.08771e-05 -0.000108444 0.000311569 0.000629956 0.000463856 -0.000204157 0.000268537 -0.000311675 -0.000238007 -0.000144482 -1.06328e-05 -0.000169434 -0.000418973 0.000712091 0.0004868 -1.73437e-05 0.00022292 -0.00107259 0.000383921
internal_weight=0 0.0282211 0.0270237 0.0258229 0.0227806 0.0152241 0.00755647 0.0030423 0.00643493 0.0138593 0.00256826 0.0112911 0.0102625 0.00910952 0.00791542 0.00683475 0.00471051 0.00424505 0.0025988 0.00218988 0.00237657 0.00233394 0.00212424
internal_count=3121 3020 2543 2490 2289 1659 630 201 512 1486 190 1296 1128 1036 798 764 671 331 237 181 379 292 93
is_linear=0
shrinkage=0.00142833


Tree=1620
num_leaves=13
num_cat=0
split_feature=1 3 11 48 43 42 4 49 52 0 15 52
split_gain=6.8061e-05 0.000111504 0.000103758 0.000119555 0.000145191 0.00011647 0.000154243 0.000243769 0.000118829 0.000117281 0.000249841 9.73316e-05
threshold=0.12500000000000003 0.11296500000000002 0.081790000000000015 0.016865000000000002 -0.043144999999999996 0.091545000000000015 -0.083854999999999985 -0.006494999999999999 0.084240000000000023 -0.10096999999999999 -0.10203999999999998 -0.075329999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 6 8 -8 -1 10 -9 -6
right_child=1 -3 -4 4 11 -7 7 9 -10 -11 -12 -13
leaf_value=0.0024046570493976337 0.0024032416329008862 -0.00052291424472742146 -0.0022014148887449479 0.0031186119909325698 -0.0012024520106453994 -0.0023913167536851834 -0.0038479703369649078 -0.0013576635098269496 -0.00053602293248043113 -0.001588114840734587 0.0031772588441625919 0.0013777186628833738
leaf_weight=0.0015747168589179137 0.0013287915767012165 0.0011636280285824974 0.0011349174576033025 0.0010924828842693579 0.0013279343476213512 0.001281816606730643 0.001034951777815347 0.0011620226237127884 0.0011203223061694578 0.0014773472387747131 0.0011529430490542234 0.0014646963345601042
leaf_count=213 149 130 158 256 98 495 243 77 219 854 77 152
internal_value=0 0.00103712 -0.000201996 -2.31692e-05 0.000985349 -0.000468212 -0.00014051 -0.000878986 0.00118222 -6.8727e-05 0.000900904 0.000150812
internal_weight=0 0.00249242 0.0138242 0.0126892 0.00388511 0.00880412 0.0075223 0.00482726 0.00269504 0.00379231 0.00231497 0.00279263
internal_count=3121 279 2842 2684 506 2178 1683 1251 432 1008 154 250
is_linear=0
shrinkage=0.00690203


Tree=1621
num_leaves=14
num_cat=0
split_feature=4 12 0 15 15 3 16 4 43 16 4 52 3
split_gain=7.43418e-05 0.000102197 9.69129e-05 0.000113309 9.40259e-05 0.00016572 0.0001256 0.000199526 0.000262654 0.000235891 0.000171577 0.000152687 0.000111955
threshold=0.24564500000000003 0.10645 -0.11013499999999998 -0.15026499999999995 -0.10203999999999998 0.14121000000000003 -0.094359999999999986 0.0061450000000000003 -0.083684999999999996 0.071345000000000006 -0.0029599999999999995 -0.0064899999999999992 -0.08824499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 -1 6 10 8 12 -9 -6 -10 -8
right_child=2 -3 -4 -5 5 -7 7 9 11 -11 -12 -13 -14
leaf_value=-0.001671270855371705 0.0014224004623800215 -0.0020221099679290531 0.0020758544363420873 -0.0012832200625320425 0.00026699956053172365 0.0023200033435910321 -0.00020858104820255631 0.0033282962398776018 -0.0032687178293084101 -0.00018544551833407776 -0.0031701398798535674 -0.00031894650796262164 0.0023376346787809194
leaf_weight=0.0011380490414676517 0.0010283486778616679 0.0010016621742734025 0.0012414532759036289 0.00112447151919981 0.0010142926751947889 0.0010602805775583599 0.0014151050168922236 0.0012844729481408246 0.0012745883313861357 0.0013703574937865837 0.001001717065301647 0.0011660133425284939 0.0010393878837458865
leaf_count=216 87 243 228 111 129 71 215 70 463 107 137 793 251
internal_value=0 -0.00021581 0.00076507 9.18759e-06 -6.20134e-05 0.000110335 -0.000134583 0.000214222 -0.000491026 0.00151459 -0.00144085 -0.00185945 0.000869648
internal_weight=0 0.0127659 0.00339427 0.00215282 0.0117643 0.0106262 0.00956593 0.00754993 0.00489509 0.00265483 0.00201601 0.0024406 0.00245449
internal_count=3121 2695 426 198 2452 2236 2165 1899 1722 177 266 1256 466
is_linear=0
shrinkage=0.00589082


Tree=1622
num_leaves=13
num_cat=0
split_feature=484 133 133 15 3 12 12 151 2 4 16 4
split_gain=7.09838e-05 7.99476e-05 0.000132395 0.000170103 0.000152652 0.000113602 0.000120668 0.000161732 0.000213933 0.000167695 0.000120291 4.36577e-05
threshold=-0.0068949999999999992 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 -0.077644999999999978 -0.040564999999999997 0.09334000000000002 -0.044604999999999992 0.090545000000000014 0.0067750000000000006 -0.071854999999999988 0.098655000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 7 -7 9 -9 -10 -8
right_child=1 -3 -4 4 -6 6 11 8 10 -11 -12 -13
leaf_value=-0.0013840867099362555 -0.0012436575899980502 -0.0013655658343911786 0.0016668938164960028 -0.00012508485972658899 -0.0028759047410326149 -0.00074442871628620266 -0.0014032001229974753 -0.0011485991511465705 0.003855550903772661 0.0017157886052977698 0.001392843299677838 0.00021859241976562198
leaf_weight=0.0010778546241781003 0.0012155595339336115 0.0010771228187210222 0.0016764457323406668 0.0014952104555658319 0.0010639567574311235 0.0013604612959417523 0.0010321007877033411 0.0012625039387892788 0.0011844024588216762 0.0012567333436658869 0.0012627546711648785 0.001013939552380827
leaf_count=503 200 371 418 565 200 140 208 159 104 59 110 84
internal_value=0 9.10745e-05 0.000204571 2.76136e-06 -0.00126872 0.000342121 0.000572341 0.000951303 0.00141582 0.000280314 0.00258477 -0.000599502
internal_weight=0 0.0149012 0.0138241 0.0121476 0.00255917 0.00958846 0.0083729 0.00632686 0.00496639 0.00251924 0.00244716 0.00204604
internal_count=3121 2618 2247 1829 765 1064 864 572 432 218 214 292
is_linear=0
shrinkage=0.00555105


Tree=1623
num_leaves=13
num_cat=0
split_feature=147 11 13 1 15 13 16 16 52 3 43 47
split_gain=7.5657e-05 0.000110902 0.000110633 0.000142091 0.000138104 0.000163502 0.000167323 0.000118546 0.000120633 0.000116171 0.000120338 0.0001155
threshold=0.087350000000000025 0.081790000000000015 -0.0034749999999999994 0.08844500000000001 0.024640000000000006 0.24813000000000004 -0.16075999999999999 0.033715000000000009 -0.0064899999999999992 0.097915000000000016 -0.084004999999999982 0.087885000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 5 6 -4 8 -8 10 -1 -5
right_child=-2 -3 4 11 -6 -7 7 -9 -10 -11 -12 -13
leaf_value=0.00030689068367551701 0.0014875948176818648 -0.0018336956464831478 -0.0026005003634259252 0.0023577360315225645 -0.0024128018048230927 0.0017444698938792278 -0.00055108993413763904 -0.0017292262555883345 0.0018116281419478979 0.0012543836683716802 -0.0024763038381591341 0.00012187331530231684
leaf_weight=0.0010389476711298029 0.001053796504642295 0.0011533114267329178 0.0010878410430636351 0.0018931791760392822 0.0010309845333195261 0.0012418418319199431 0.001536511988511291 0.0010239010755081629 0.0013576073885182144 0.0010806976434594162 0.0010337170371880304 0.0012996398054622715
leaf_count=261 146 172 73 510 283 55 100 157 118 22 1065 159
internal_value=0 -0.000114096 3.14641e-05 0.000588805 -0.000454473 -0.000131314 -0.000596653 -4.02839e-05 0.000557242 -0.000280762 -0.00108119 0.00144763
internal_weight=0 0.0147782 0.0136249 0.00634618 0.00727869 0.0062477 0.00500586 0.00391802 0.00289412 0.00315336 0.00207266 0.00319282
internal_count=3121 2975 2803 2017 786 503 448 375 218 1348 1326 669
is_linear=0
shrinkage=0.00577531


Tree=1624
num_leaves=12
num_cat=0
split_feature=49 1 151 4 42 42 484 52 15 15 12
split_gain=7.47031e-05 0.000171023 0.000123576 0.000139661 0.000130478 0.00014056 0.000152763 0.000182376 8.19228e-05 6.78097e-05 8.83268e-05
threshold=-0.043469999999999995 0.098220000000000016 -0.063609999999999986 0.40945500000000007 0.091545000000000015 0.08623500000000002 0.073690000000000019 -0.014264999999999998 -0.088429999999999995 -0.076244999999999993 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -2 4 5 6 7 -4 -1 -9 -11
right_child=2 -3 3 -5 -6 -7 -8 9 -10 10 -12
leaf_value=0.00065850176215545434 -0.0018532101410798116 0.0019464080690629792 -0.0025334794466898769 0.00161242790409231 -0.0018686337132407861 0.0017664238081950814 0.0015402897133927598 -0.0012068788141348461 -0.0014453714190971263 0.0010723403915243236 -0.00075676513936214743
leaf_weight=0.0011379459022959337 0.0012321331154744675 0.0016944445770948613 0.0012160120258525847 0.0013362443816733191 0.0012993366835545245 0.0011331064241879574 0.0011125859867464061 0.0012934227794090414 0.0010576698014848054 0.0017854292531844194 0.0013911939442609739
leaf_count=74 284 209 327 238 505 344 131 210 142 130 527
internal_value=0 0.000647469 -0.000222171 -3.19949e-05 -0.000270033 -8.15889e-06 -0.000303922 -0.000664778 -0.000354974 -0.000156424 0.000271288
internal_weight=0 0.00389006 0.0117995 0.0105673 0.00923109 0.00793175 0.00679864 0.00568606 0.00219562 0.00447005 0.00317662
internal_count=3121 425 2696 2412 2174 1669 1325 1194 216 867 657
is_linear=0
shrinkage=0.0054422


Tree=1625
num_leaves=12
num_cat=0
split_feature=484 160 50 13 457 13 2 16 2 16 2
split_gain=6.75896e-05 7.94289e-05 0.000113414 0.000121413 0.000117885 0.000162486 0.000103909 0.00010222 6.93322e-05 6.45595e-05 5.72929e-05
threshold=-0.0068949999999999992 -0.098904999999999979 0.088280000000000011 -0.084034999999999985 0.069910000000000014 0.090705000000000008 0.084245000000000014 0.23311500000000004 0.097845000000000015 -0.0087049999999999992 0.099185000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 8 5 6 -5 -7 -3 -10 -8
right_child=1 2 -4 4 -6 7 10 -9 9 -11 -12
leaf_value=-0.0013174997339791405 -0.0012193934014454689 6.7202446737706613e-05 0.0018206237629018898 -0.00031102086540982352 0.00090499879599067188 -0.00048580798575585844 -0.0029718571492503274 0.0017441621740110081 0.00055129494483372897 0.0024367708547976198 -0.0012889947136118746
leaf_weight=0.0010435400359683012 0.0012118242833272655 0.0017708876210017514 0.001134827980209697 0.0017971485610160081 0.001798238569664129 0.001364500839135363 0.001013689729097083 0.0010245798719800137 0.0010214637480953914 0.0010467340881954446 0.0013335191762334775
leaf_count=503 390 341 247 297 158 124 486 92 124 58 301
internal_value=0 8.8332e-05 0.000207435 5.70176e-05 -0.000304721 -0.00063768 -0.00127653 0.000470536 0.000842072 0.00150555 -0.00201577
internal_weight=0 0.0145174 0.0133056 0.0121708 0.00833168 0.00653344 0.00414436 0.00238908 0.00383909 0.0020682 0.00234721
internal_count=3121 2618 2228 1981 1458 1300 1084 216 523 182 787
is_linear=0
shrinkage=0.00533549


Tree=1626
num_leaves=21
num_cat=0
split_feature=14 1213 44 124 483 43 13 132 42 4 0 0 47 48 48 52 0 1 16 0
split_gain=0.00043531 0.000389708 0.000313614 0.000318003 0.00027925 0.000281035 0.000324113 0.000278547 0.000469658 0.000344463 0.00030444 0.000481778 0.000553581 0.000459177 0.000295122 0.00022023 0.000181766 0.00012913 6.27592e-05 3.02662e-05
threshold=0.076175000000000007 -1.0000000180025095e-35 1.0000000180025095e-35 -0.043384999999999993 0.083960000000000021 0.24789500000000006 -0.23438999999999996 0.081240000000000021 -1.0000000180025095e-35 -0.27825499999999997 -0.062294999999999996 -0.082974999999999979 0.092530000000000015 0.085700000000000012 0.093675000000000022 -0.066844999999999988 -0.17169499999999996 0.095285000000000022 0.23311500000000004 0.13134000000000004
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 18 8 -8 19 11 12 13 15 -15 -11 -17 -18 -5 -10
right_child=-2 2 -4 4 -6 -7 7 -9 9 10 -12 -13 -14 14 -16 16 17 -19 -20 -21
leaf_value=-0.0007484771292382065 -0.00086731650864044858 0.0006154225405031634 -0.00066731392716231133 0.00084061537492099091 -0.00064143827915831249 -0.00058744235903774472 -0.00066252302072469576 0.00061709633943992899 -0.00059562094999079398 2.3879575839737479e-05 0.0006543055627011373 -0.00077258989946911829 -0.00055773520321102761 -0.00070443193276586405 0.00027375609775390989 0.0012108131744517064 0.00026980945265318401 0.00085741307391068672 0.00037384324219036364 -0.00026516627200812165
leaf_weight=0.0011401174691670615 0.0010424552586298921 0.0019105829918067965 0.0010361915342187436 0.0010813078228062356 0.0010302897693260918 0.0010897806129340762 0.0017210750053955467 0.0014501401216057133 0.001007468547056683 0.0010244681879100735 0.0019740105308776656 0.0010808448986911476 0.0015119805190642044 0.0010022269019182017 0.0012626858507651662 0.0010260844502027987 0.0014414137392607142 0.0012783770245774484 0.0010085079555608445 0.0010009371346070273
leaf_count=477 101 237 60 84 310 144 328 161 134 91 135 328 82 41 37 45 252 31 12 31
internal_value=0 2.03314e-05 5.69475e-05 8.97162e-05 4.18682e-05 7.71366e-05 0.000115514 5.32689e-05 -6.08232e-08 8.37089e-05 0.000172797 7.40747e-05 0.00018114 0.000339935 -0.000159093 0.000576869 0.000728108 0.000545999 0.000615359 -0.000430931
internal_weight=0 0.0250785 0.0239384 0.0229022 0.0209916 0.0199613 0.0188715 0.0167817 0.0153316 0.0136105 0.0116021 0.00962808 0.00854724 0.00703526 0.00226491 0.00477034 0.00374588 0.00271979 0.00208982 0.00200841
internal_count=3121 3020 2543 2483 2246 1936 1792 1696 1535 1207 1042 907 579 497 78 419 328 283 96 165
is_linear=0
shrinkage=0.00134594


Tree=1627
num_leaves=12
num_cat=0
split_feature=4 42 43 16 2 16 3 1 43 2 12
split_gain=6.6327e-05 9.62288e-05 0.000156101 0.000107152 0.000112921 0.000117671 9.21011e-05 7.9805e-05 7.83492e-05 0.000147087 2.94004e-05
threshold=0.24564500000000003 -0.095859999999999987 -0.17390999999999998 0.15891500000000003 0.099185000000000009 -0.076669999999999988 0.097915000000000016 0.111945 0.0041500000000000009 0.084245000000000014 0.079890000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 8 -6 -5 -2 9 10 -4
right_child=7 2 3 6 5 -7 -8 -9 -10 -11 -12
leaf_value=-0.0015159402532101678 -0.00016730583296635962 0.001453381660108391 0.0013637888018306907 -0.0021765061785105075 -0.00038516952917488396 0.0017566933066487597 -0.00022768058492043635 0.001339824721366116 -0.0015697227939027965 -0.0010506497442254127 0.00021359094371482264
leaf_weight=0.0011246160467560532 0.0016022014508079172 0.0014380451933049274 0.0010743244037005883 0.0010992938366580218 0.0010203427888044736 0.0014506130316605526 0.0011680977840420326 0.0016817018916176832 0.001041357885240346 0.0019057838221637688 0.0010039978915870051
leaf_count=218 150 109 108 351 124 220 54 276 317 793 401
internal_value=0 -0.000168376 -3.30861e-05 -0.000252018 2.64018e-05 0.000872244 -0.00117252 0.000604503 -0.000389488 -8.10006e-05 0.00080815
internal_weight=0 0.0123265 0.0112019 0.00976381 0.00749642 0.00247096 0.00226739 0.0032839 0.00502546 0.00398411 0.00207832
internal_count=3121 2695 2477 2368 1963 344 405 426 1619 1302 509
is_linear=0
shrinkage=0.00483252


Tree=1628
num_leaves=24
num_cat=0
split_feature=14 160 1213 1374 3 124 483 159 151 4 13 0 3 1 42 11 3 15 51 47 151 2 2
split_gain=0.000622604 0.000582258 0.000621593 0.000452803 0.000349903 0.000363654 0.000484445 0.000437223 0.000380112 0.000435841 0.000404193 0.000335766 0.000314544 0.000324729 0.000665887 0.000407837 0.000279972 0.000494116 0.000270964 0.000235545 0.000203182 0.000129186 0.000127487
threshold=0.076175000000000007 -0.40698999999999991 -1.0000000180025095e-35 -0.094929999999999987 0.30112000000000005 -0.043384999999999993 0.083960000000000021 -0.22563499999999997 -0.090369999999999992 -0.51843499999999987 -0.47860499999999995 -0.14116499999999996 -0.053259999999999995 0.122185 0.091735000000000025 0.081790000000000015 -0.10023499999999998 0.088345000000000021 -1.0000000180025095e-35 0.14029000000000003 -0.0083949999999999979 0.094565000000000024 0.092120000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 7 -7 -9 -10 -11 18 13 14 15 16 22 -18 -12 21 -20 -14 -13
right_child=-2 2 3 4 -6 6 -8 8 9 10 11 12 19 -15 -16 -17 17 -19 20 -21 -22 -23 -24
leaf_value=-0.00090070104631938784 -0.00085142004218503235 -0.00077132612659345568 -0.00067766272908444526 0.0006332040495350236 0.00081096615023273303 0.00091990427196840215 -0.00075381789113656715 -0.00052842875697161772 -0.00068083940497261125 0.00084026424468926816 -0.0001226076354908404 0.00038473036905470434 -0.00028374031652040574 0.00072363446674604559 -0.00088423471462838947 -0.00051323080748452059 -0.00051065942839081317 0.00061693753451941627 0.00019291085902116095 0.00015978492917917073 0.00087637721673082677 -0.00086981270843656145 0.0009962544481442368
leaf_weight=0.0010487395597819351 0.0013601693412439433 0.001367858309331337 0.001135441818082227 0.0019452933123180185 0.0011949752908515512 0.0010069717393321733 0.0011140614587943345 0.0016053336236099272 0.0010423917552770867 0.0013122474178999177 0.001078350564554853 0.001095580937072395 0.0014320861181733946 0.0012832094008294881 0.001082581143835859 0.0010531847305337294 0.0012136732937347008 0.0012891366165826978 0.0011215970992033419 0.0011663921961826418 0.0018600334914466886 0.0010475892901855577 0.0010979916698361514
leaf_count=226 101 453 53 222 127 60 288 100 29 13 33 51 60 46 241 90 513 144 42 10 55 117 47
internal_value=0 2.68467e-05 6.21606e-05 0.000105712 0.00014123 0.000107671 6.09948e-05 0.000104661 6.31612e-05 0.000115411 0.000163854 0.000107752 -8.04144e-07 0.000138222 2.82697e-05 0.000200084 0.000360048 7.01384e-05 0.00042223 -0.000310245 0.000619278 -0.000531339 0.000690828
internal_weight=0 0.0285947 0.027546 0.0261781 0.0250427 0.0238477 0.0219024 0.0207884 0.0197814 0.018176 0.0171337 0.0158214 0.0117614 0.00811536 0.00683215 0.00574957 0.00469638 0.00250281 0.00405998 0.00364607 0.00298163 0.00247968 0.00219357
internal_count=3121 3020 2794 2341 2288 2161 1939 1651 1591 1491 1462 1449 1319 1132 1086 845 755 657 130 187 97 177 98
is_linear=0
shrinkage=0.00126831


Tree=1629
num_leaves=22
num_cat=0
split_feature=1213 160 14 1374 128 124 484 50 48 0 52 13 3 2 15 1 0 457 12 52 1
split_gain=0.000386687 0.000415346 0.000406335 0.000352456 0.000251928 0.000368507 0.000382586 0.000307932 0.000382502 0.000455265 0.000290487 0.000332972 0.000275467 0.000756944 0.000501725 0.000354206 0.000290102 0.000254074 0.000210884 0.00016175 0.000170024
threshold=-1.0000000180025095e-35 -0.40698999999999991 0.076975000000000002 -0.094929999999999987 0.086435000000000012 -0.043384999999999993 -0.0068949999999999992 0.10030500000000002 0.12230500000000001 -0.13027499999999997 0.11434500000000002 -0.17933499999999997 -0.10831999999999999 0.091545000000000015 0.088345000000000021 0.095285000000000022 0.12113000000000002 -1.0000000180025095e-35 0.051320000000000005 -0.07167999999999998 0.099660000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 -7 8 9 17 11 -11 16 14 15 -14 -13 -8 -17 -19 -21
right_child=1 2 -4 4 -6 6 7 -9 -10 10 -12 12 13 -15 -16 18 -18 19 -20 20 -22
leaf_value=-0.00079050554241947494 -0.00089370348318142004 -0.0007423981182107395 -0.00083914236644521399 0.00076699263008398941 -0.00057355900692040822 -0.00059789066104739652 -8.1577684772198304e-05 0.00091035602610335686 -0.00074200983579220526 0.00067242678195301292 -0.00067245695485790812 0.00071740776880972518 -0.00075677023191444721 -0.0013421241965019426 0.00086019186362803015 0.00056333177663866855 -0.00020547066287660798 0.00031509712111210474 -0.0002801244685895738 0.00050048515468384804 0.0012868377962341618
leaf_weight=0.0012907465983250646 0.0010029273338231217 0.001012258922539643 0.0010197101783568909 0.0019849868415209295 0.0010175791370351508 0.0015034478018344502 0.0010299681483019185 0.0011094048273716508 0.001031190313597107 0.0017864149609338959 0.0011515419418035569 0.001806356222169285 0.0015571302034972818 0.0010117661312786796 0.0012030769323962964 0.0012164693390158687 0.0012054040614082329 0.0012617429446599715 0.0013032307924518705 0.0010001476171250705 0.0014013617311459114
leaf_count=491 215 53 74 232 136 429 30 81 50 55 97 95 380 285 110 24 80 41 46 29 88
internal_value=0 2.60193e-05 6.20326e-05 9.93977e-05 0.000135533 0.000167512 0.000109687 0.000165456 0.000119458 0.000171914 2.40063e-05 9.63253e-05 -1.42959e-05 -0.000187743 3.34658e-05 -0.000210502 0.000348042 0.000557705 0.000127082 0.000737447 0.000959348
internal_weight=0 0.0266161 0.0256132 0.0245935 0.0235812 0.0225636 0.0205787 0.0190752 0.0179658 0.0169346 0.0122414 0.0110898 0.00930343 0.00629167 0.00527991 0.00407683 0.00301176 0.00469322 0.0025197 0.00366325 0.00240151
internal_count=3121 2630 2415 2341 2288 2152 1920 1491 1410 1360 1172 1075 1020 845 560 450 175 188 70 158 117
is_linear=0
shrinkage=0.00145689


Tree=1630
num_leaves=13
num_cat=0
split_feature=49 151 49 11 157 13 52 43 2 2 3 150
split_gain=7.09528e-05 0.000159358 0.000145354 0.000110082 0.00011526 0.000121208 0.000244205 0.000212089 0.000246715 0.000108414 0.00016083 8.16346e-05
threshold=-0.047584999999999995 -0.039414999999999999 -0.0020949999999999996 1.0000000180025095e-35 -0.072409999999999988 -0.0034749999999999994 0.10744000000000002 -0.074359999999999996 0.09142500000000002 0.10136500000000002 -0.0087149999999999988 0.087380000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 7 9 -6 -9 10 -7 -3
right_child=2 11 3 -5 5 6 -8 8 -10 -11 -12 -13
leaf_value=0.002103869850491056 -0.0021551604236799927 0.00071378621933035108 0.0019575879532550446 -0.0015278695602885448 0.0024668814664234474 -0.0020871472335188771 0.00162589234431191 -0.0022732976721132323 0.0011026020851855228 -0.0027309252447169042 0.00086815522412595815 -0.0013940525755802183
leaf_weight=0.0014460662663474955 0.0010819853319097234 0.0012360462462526192 0.0010083108715700515 0.0013195840634784304 0.0013521677394099253 0.0011773980339070955 0.0011026803388473477 0.0010909445614967657 0.0017168145318711067 0.0011901708247084586 0.0010952909336423549 0.0010446994263630383
leaf_count=209 237 91 253 205 404 266 122 677 371 133 50 103
internal_value=0 0.000662293 -0.000213388 -2.33128e-05 0.000180656 -2.46851e-05 -0.0006492 0.000660723 -0.000209091 -0.00137366 -0.00066288 -0.000251713
internal_weight=0 0.00372681 0.0121353 0.0110534 0.00973378 0.00872547 0.00456554 0.00415993 0.00280776 0.00346286 0.00227269 0.00228075
internal_count=3121 403 2718 2481 2276 2023 571 1452 1048 449 316 194
is_linear=0
shrinkage=0.00555105


Tree=1631
num_leaves=13
num_cat=0
split_feature=4 151 160 15 42 43 133 2 16 2 3 15
split_gain=6.98655e-05 8.21289e-05 0.000130306 0.000151283 0.000145277 0.000118476 0.000189449 0.000173699 0.00017687 0.000227185 7.75023e-05 0.000102774
threshold=0.24564500000000003 -0.086769999999999986 -0.091944999999999985 -0.095869999999999983 -1.0000000180025095e-35 -0.074359999999999996 1.0000000180025095e-35 0.089885000000000007 0.22339500000000004 0.11237500000000002 -0.10519499999999998 -0.15026499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6 -7 9 -9 -2 -12
right_child=10 2 3 4 5 7 -8 8 -10 -11 11 -13
leaf_value=0.0013001919294580219 0.0018519473740997295 -0.0022186121243694189 -0.0020496213493447174 -0.0013645488681324988 0.0028967928870028245 -0.0017243286234612835 -0.00027995925493282613 0.002923608255598256 -0.0011121131206198204 -0.00047071601787656658 0.0013323196452627634 -0.0011059165292693974
leaf_weight=0.0010325938052061787 0.0011780275790336525 0.0010290833602115074 0.0011451049005279388 0.001718952463421906 0.0012804825175058519 0.001387071322189886 0.0010551120995260094 0.0013906846064558748 0.001264665893457334 0.0010790652278793722 0.0010354429724933611 0.0010971290333647845
leaf_count=229 93 367 190 623 179 428 262 160 154 103 206 127
internal_value=0 -0.000198632 -0.000334988 -0.000147179 9.02323e-05 0.000425578 0.00146169 -4.69267e-05 0.000576109 0.00144058 0.000709193 7.79378e-05
internal_weight=0 0.0123828 0.0113502 0.0103211 0.00917603 0.00745708 0.00233559 0.00512149 0.00373442 0.00246975 0.0033106 0.00213257
internal_count=3121 2695 2466 2099 1909 1286 441 845 417 263 426 333
is_linear=0
shrinkage=0.00555105


Tree=1632
num_leaves=24
num_cat=0
split_feature=160 1213 14 1374 484 50 48 0 0 457 12 52 4 16 0 0 42 43 47 52 12 3 13
split_gain=0.000604359 0.000584138 0.000514105 0.000384037 0.000305526 0.000359895 0.000342036 0.000544271 0.000479316 0.000418683 0.000366723 0.000321623 0.000328139 0.00104612 0.000344504 0.00037711 0.000280608 0.000233369 0.000244602 0.000340428 0.000159157 0.000130486 0.0001088
threshold=-0.40698999999999991 -1.0000000180025095e-35 0.076975000000000002 -0.094929999999999987 -0.0068949999999999992 0.099210000000000007 0.12933000000000003 -0.10607499999999999 -0.077999999999999986 0.080930000000000016 0.088615000000000013 0.11434500000000002 -0.49405499999999997 0.38525000000000004 -0.026509999999999995 -0.053834999999999994 0.083995000000000014 -0.04890499999999999 0.090100000000000013 -0.07167999999999998 0.10097500000000002 0.092670000000000016 0.0076650000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 7 9 10 17 16 12 13 -10 15 20 -9 -6 19 -19 -14 -21 -16
right_child=1 2 -4 4 5 -7 -8 8 11 -11 -12 -13 14 -15 22 -17 -18 18 -20 21 -22 -23 -24
leaf_value=-0.0010702286106785096 -0.00094890391268367632 -0.00071643049639740766 -0.00090618293408623171 -0.00041081861858837429 0.00083971737614968 0.00097138339433808045 -0.00065251880041335402 -0.00061039593004413373 -0.0012459421978316728 0.001244019372593949 -0.0011677517156490501 -0.00058249028651224987 8.8381473926745131e-05 0.00081243815330517917 0.0010616413792344265 -0.00056705723659170677 0.00040796681994146249 -0.00019658843687888085 -0.0002994713870183702 0.0004012399786590246 0.00088820409013079049 0.0011118743360593638 0.00051178180595005702
leaf_weight=0.0011136718262619852 0.0012522908930668866 0.001140660904056289 0.0011011458171474855 0.0019158574372199746 0.0015410072992056989 0.0012003153831501292 0.0010668486081613074 0.0012318842983771667 0.0010590882268726133 0.0013207833011890102 0.001069204921892955 0.0010519656709324652 0.0011004524889018886 0.0010373928938065546 0.0015417253501020748 0.0011406801914456421 0.0010759164876775196 0.001269479757480596 0.0015056122338137357 0.0011133516434025312 0.0010152655724157689 0.0010808808243041312 0.0015137363278244775
leaf_count=240 466 53 74 462 74 104 46 220 51 66 263 68 209 65 79 96 180 39 37 53 51 60 65
internal_value=0 2.38894e-05 6.88533e-05 0.00011016 0.0001481 0.000194788 0.000151901 0.000193423 8.77007e-06 0.000496119 -0.000462411 0.000176966 0.000271981 -0.000227403 0.000437851 0.000108154 -0.000135626 0.000344388 0.000190785 0.00040389 0.000472191 0.000751299 0.00078923
internal_weight=0 0.0283455 0.0270933 0.0259921 0.0248514 0.0229356 0.0217353 0.0206684 0.0128373 0.00783112 0.00337701 0.00946031 0.00840834 0.00209648 0.00631186 0.0032564 0.0023078 0.00651033 0.00496932 0.00346371 0.00211572 0.00219423 0.00305546
internal_count=3121 2881 2415 2341 2288 1826 1722 1676 1347 329 663 684 616 116 500 356 400 263 189 152 260 113 144
is_linear=0
shrinkage=0.00145689


Tree=1633
num_leaves=12
num_cat=0
split_feature=484 133 133 15 3 0 0 48 12 16 52
split_gain=7.68082e-05 7.714e-05 0.000108019 0.000150419 0.000149056 9.81925e-05 0.000243818 0.000232312 0.000111257 6.69017e-05 3.76121e-05
threshold=-0.0068949999999999992 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 -0.077644999999999978 -0.13027499999999997 -0.075359999999999996 0.086260000000000017 1.0000000180025095e-35 -0.061854999999999993 -0.068719999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 7 9 -2 -8 -7 -10
right_child=1 -3 -4 4 -6 6 8 -9 10 -11 -12
leaf_value=-0.0013695081082626902 0.0022058370153773378 -0.0012708176920180187 0.0014514380249509074 -5.0813245902333912e-05 -0.0026342169146502483 -0.00061239135428356331 0.0017714448467001953 -0.0003596235372357678 0.00061723025653385869 -0.002519281002721458 -0.00081004753540321909
leaf_weight=0.0010556328159350972 0.0020011381010958135 0.0010556172369948083 0.0016505362407522395 0.0014910615997527771 0.0010354924505770755 0.0010010306389871965 0.0015297231022006023 0.0018667561308292058 0.0010075141947474848 0.0010127362409504976 0.0010132841896872673
leaf_count=503 143 371 418 565 200 167 186 114 153 228 73
internal_value=0 9.13762e-05 0.000197036 2.39045e-05 -0.00110961 0.000327532 -0.000117447 0.000967673 0.000707186 -0.00157138 -9.84463e-05
internal_weight=0 0.0146649 0.0136093 0.0119587 0.00252655 0.00943218 0.00556429 0.00386789 0.00355052 0.00201377 0.0020208
internal_count=3121 2618 2247 1829 765 1064 807 257 412 395 226
is_linear=0
shrinkage=0.00523088


Tree=1634
num_leaves=20
num_cat=0
split_feature=1213 1456 11 453 4 1374 160 51 130 0 12 47 16 16 4 0 3 16 4
split_gain=0.000395343 0.000331878 0.000293893 0.000238274 0.000410286 0.000256801 0.000255305 0.000311455 0.000237856 0.00027884 0.000352342 0.000312643 0.000272222 0.000329457 0.000398111 0.000386378 0.000236529 0.000148213 0.000123838
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.088215000000000002 1.0000000180025095e-35 0.27287000000000006 -0.094929999999999987 -0.091944999999999985 0.045645000000000005 -1.0000000180025095e-35 0.18019500000000002 -0.040564999999999997 0.092165000000000011 0.25792000000000009 0.013515000000000001 -0.077679999999999985 -0.10607499999999999 0.10893000000000001 -0.056919999999999991 -0.0047449999999999992
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 -7 8 -8 10 -10 12 13 14 -12 -16 -6 -13 -9
right_child=1 2 -4 -5 16 6 7 18 9 -11 11 17 -14 -15 15 -17 -18 -19 -20
leaf_value=-0.00086872735966359201 -0.00079260472469663693 -0.00060736902538104771 -0.00063935453419598168 -0.00056062709789599552 0.0012754535128473774 -0.00045194472939813745 -0.00056200413585642264 0.00034133425059946002 -0.00054922030257152871 0.00084849825697887757 0.00053775087369376754 0.00106987466077313 -0.00064805482205537572 0.00076542051770514844 0.00012053012094648084 -0.0010226477950139785 0.00028063686426178867 0.00030077317661442095 0.00100113003645735
leaf_weight=0.0011355167589451867 0.0010385677195196277 0.0011515946998379425 0.0012320625068751303 0.001119019466426118 0.0010257530987203963 0.0015771940603609 0.0011512853664002046 0.001326885029139635 0.0016988125438603943 0.0011273682708941033 0.0015844079240032701 0.0010731957050369445 0.0010952253358008368 0.001475019087006646 0.0014194033522882928 0.001208997486484488 0.001087154745566643 0.0011422289813787234 0.0011929896158631168
leaf_count=491 258 53 110 75 187 288 165 160 133 19 239 35 160 81 66 339 107 83 72
internal_value=0 2.88432e-05 6.64448e-05 0.000106973 0.000143706 7.18381e-05 0.000117651 0.000175626 8.27855e-05 0.000145564 7.14833e-05 0.000188665 3.03643e-05 0.000160998 -5.06268e-05 -0.000405303 0.00076359 0.000673341 0.000653703
internal_weight=0 0.0237272 0.0226886 0.0214565 0.0203375 0.0182246 0.017073 0.0154958 0.0129759 0.0118247 0.0106973 0.00899848 0.00678305 0.00568783 0.00421281 0.0026284 0.00211291 0.00221542 0.00251987
internal_count=3121 2630 2372 2262 2187 1893 1840 1552 1320 1155 1136 1003 885 725 644 405 294 118 232
is_linear=0
shrinkage=0.00148603


Tree=1635
num_leaves=13
num_cat=0
split_feature=147 52 41 52 13 52 15 3 2 0 1 15
split_gain=7.82683e-05 0.000129229 0.000130288 0.000134084 0.000175621 0.000153513 0.000177832 0.000158534 0.000130644 0.000218177 0.000142318 0.000136949
threshold=0.087350000000000025 0.19022000000000003 1.0000000180025095e-35 0.10744000000000002 -0.0034749999999999994 -0.013374999999999998 0.083935000000000023 -0.042499999999999989 0.11215000000000001 -0.10607499999999999 0.094090000000000021 -0.015744999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 -1 9 10 -6 -11
right_child=-2 -3 -4 -5 8 6 -8 -9 -10 11 -12 -13
leaf_value=0.00048777439769390928 0.0014284982299044573 -0.001821803359474258 -0.0018220043382087526 0.0020539722801623012 -0.00010711100683257284 -0.0012167184960055087 0.0015407469174056681 0.0034570772923086307 -0.0021519718852862774 2.4205005384518795e-05 0.0025731867123554549 -0.0023971803363485897
leaf_weight=0.0011240351107401503 0.0010497100700322245 0.0011991447437374883 0.0010254941581746566 0.0010532125918092947 0.0014125815537928688 0.0016204612364338483 0.0012098608653441645 0.001012053074234855 0.0012453706608538395 0.0013342115751647579 0.0010035952607008181 0.0014367903365305433
leaf_count=443 146 346 146 193 76 413 536 180 129 142 45 326
internal_value=0 -0.000109775 4.2549e-05 0.000196104 2.44449e-05 0.000793222 -3.80012e-05 0.00189459 -0.000569109 -0.000189085 0.00100619 -0.00123131
internal_weight=0 0.0146768 0.0134777 0.0124522 0.011399 0.00496641 0.00283032 0.00213609 0.00643255 0.00518718 0.00241618 0.002771
internal_count=3121 2975 2629 2483 2290 1572 949 623 718 589 121 468
is_linear=0
shrinkage=0.0054422


Tree=1636
num_leaves=13
num_cat=0
split_feature=1 3 52 0 4 0 4 15 52 3 52 0
split_gain=7.02584e-05 0.000124552 9.04758e-05 0.000124132 0.000191309 0.000138068 0.00012241 0.000107724 0.000108764 0.000110139 6.6429e-05 3.62875e-05
threshold=0.12500000000000003 0.11296500000000002 0.11434500000000002 -0.062294999999999996 -0.49405499999999997 -0.10011499999999998 -0.077519999999999992 -0.11713499999999999 -0.0064899999999999992 0.090900000000000009 -1.0000000180025095e-35 -0.11756999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 7 -7 -1 9 -9 -6 -10
right_child=1 -3 -4 4 10 6 -8 8 11 -11 -12 -13
leaf_value=-0.00095800676505222249 0.0015370500187489068 -0.00037965624617444191 -0.0010716859503907667 -0.00074092703464527271 0.00073083965299373249 -1.061179656576112e-05 -0.0019281058520244187 -0.0012902920213027054 0.00055054248621460645 0.00056792149820556175 0.0022167485333437929 0.0016140112222582394
leaf_weight=0.0013689898976286807 0.0013034630688078192 0.0011119148156322201 0.0015757516375294609 0.0010758591286723629 0.0011244991557628481 0.0010222183359665403 0.001391138926390997 0.0010205142642378262 0.0012460610332327704 0.0012635029725585056 0.0010114741760252456 0.0010433822697787391
leaf_count=125 149 130 443 140 162 657 876 112 108 59 91 69
internal_value=0 0.000654698 -0.000125964 2.86285e-06 0.00070579 -0.000267331 -0.00111592 7.72994e-05 0.000387201 -0.000262341 0.00143448 0.0010352
internal_weight=0 0.00241538 0.0131434 0.0115676 0.00321183 0.00835581 0.00241336 0.00594245 0.00457346 0.00228402 0.00213597 0.00228944
internal_count=3121 279 2842 2399 393 2006 1533 473 348 171 253 177
is_linear=0
shrinkage=0.004207


Tree=1637
num_leaves=20
num_cat=0
split_feature=14 3 51 39 48 50 1 3 0 13 15 15 3 2 1 151 2 0 43
split_gain=0.000634039 0.000520579 0.000395624 0.000464937 0.000444896 0.000565191 0.000405141 0.000399232 0.000348475 0.000454612 0.0004289 0.000356186 0.000334936 0.000278619 0.000357717 0.000219964 0.000316635 0.000607854 0.000165512
threshold=0.076175000000000007 0.30112000000000005 -0.40274499999999996 0.0046100000000000004 0.12649500000000002 0.10124500000000002 0.098700000000000024 -0.12018999999999998 -0.10096999999999999 -0.084034999999999985 -0.077219999999999983 0.088345000000000021 0.10542000000000001 0.10672500000000001 0.077845000000000011 -0.044604999999999992 0.090675000000000019 -0.11756999999999999 -0.0030899999999999994
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 7 -5 13 10 18 15 -11 -12 14 -4 -9 17 -17 -10
right_child=-2 -3 3 6 -6 -7 -8 8 9 11 12 -13 -14 -15 -16 16 -18 -19 -20
leaf_value=-0.00097346530776809407 -0.0011802975444498538 0.0011575621486539624 -0.00045554356557086497 -4.2957554382697967e-05 -0.00087777510707546884 -0.0011414681763110026 0.0010712756515235018 -0.00065886939406215538 0.0005130926603079904 -0.0011809264660663638 0.00023643417324838571 -7.6692055328335884e-05 0.0013742364805168961 0.0010573648997252681 0.00071536862534048173 -0.0011320945803881782 0.00063693468674267816 0.00055058778944711072 -0.0002318845317284851
leaf_weight=0.0010331763675064378 0.0011352825082879816 0.0010493095978851832 0.0011968868722931269 0.0014844024400844083 0.0015445559524891453 0.0010292162640611327 0.0019580759667821579 0.0013387645521252267 0.001421346020649028 0.001961991855544039 0.0017044049141223764 0.0012294006482479469 0.001102336643228341 0.0015531369121344341 0.0015483913427525309 0.0011189754772744642 0.0016281465812233442 0.0011029709899919027 0.0016879600550572197
leaf_count=109 101 130 48 90 59 310 233 33 321 729 70 431 31 85 87 36 70 21 127
internal_value=0 4.70807e-05 1.64194e-06 4.25773e-05 -4.65789e-05 1.88427e-05 0.000590816 8.30658e-05 -4.61717e-05 -0.000329072 0.00017676 -0.000755549 0.000683302 0.000512903 0.000204874 -9.72375e-05 9.80546e-05 -0.000296814 0.000108664
internal_weight=0 0.0266934 0.0256441 0.024611 0.0211685 0.0196239 0.00344248 0.0185947 0.0142963 0.0063007 0.0079956 0.00319139 0.00280674 0.00429842 0.00274528 0.00518886 0.00385009 0.00222195 0.00310931
internal_count=3121 3020 2890 2781 2458 2399 323 2089 1869 1608 261 1160 101 220 135 160 127 57 448
is_linear=0
shrinkage=0.00160853


Tree=1638
num_leaves=12
num_cat=0
split_feature=4 4 1 42 3 15 42 43 52 4 4
split_gain=7.20472e-05 8.39243e-05 0.000127046 0.000142939 7.37635e-05 9.76233e-05 7.2814e-05 0.00010877 0.000123585 0.000149859 0.000238479
threshold=0.24564500000000003 0.098655000000000007 0.12337000000000002 0.088915000000000008 -0.10519499999999998 -0.15026499999999995 -0.0060199999999999993 -0.083684999999999996 -0.088204999999999992 -1.0000000180025095e-35 -0.059649999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -2 -6 -1 -8 -9 10 -10
right_child=4 -3 -4 -5 5 -7 7 8 9 -11 -12
leaf_value=-0.0012164442365782382 0.0018744424217264708 -0.0014343508843144941 0.0015995026028131523 -0.0021143808806087486 0.0013493509044091607 -0.0010631661026665443 0.0017769952221356896 -0.0017292780312683094 -0.00012103507989693029 -0.0010620769460001397 0.0032528230061431985
leaf_weight=0.0013183810854458921 0.001174749797539773 0.0015571513655510691 0.001345308220868092 0.0011680129271468285 0.0010471284981333762 0.00110536099410563 0.0012103579447275727 0.0011733249989068252 0.0018589047003640703 0.0015933341577686905 0.0010516308757064011
leaf_count=727 93 121 98 685 206 127 285 228 237 146 168
internal_value=0 -0.000206063 -2.76334e-05 -0.000261153 0.000733269 0.000110459 2.63115e-06 0.00023598 -9.25584e-05 0.000333831 0.001098
internal_weight=0 0.0122764 0.0107193 0.00937395 0.00332724 0.00215249 0.00820593 0.00688755 0.00567719 0.00450387 0.00291054
internal_count=3121 2695 2574 2476 426 333 1791 1064 779 551 405
is_linear=0
shrinkage=0.00566207


Tree=1639
num_leaves=21
num_cat=0
split_feature=1213 14 3 160 484 50 48 0 0 15 15 132 4 43 457 15 15 0 4 3
split_gain=0.000575783 0.000498037 0.000498975 0.000305409 0.000307173 0.000417933 0.000569807 0.000288414 0.000474136 0.000377613 0.000320908 0.000317647 0.000224383 0.00020699 0.000244158 0.000333003 0.000183138 0.000201063 0.000283099 0.000166685
threshold=-1.0000000180025095e-35 0.076175000000000007 0.30112000000000005 -0.26568499999999995 -0.0068949999999999992 0.10030500000000002 0.12879500000000002 -0.10607499999999999 -0.077999999999999986 -0.08730499999999998 1.0000000180025095e-35 0.080640000000000017 0.053180000000000012 -0.04890499999999999 0.082380000000000009 -0.15026499999999995 -0.053579999999999996 -0.019414999999999998 -0.49405499999999997 -0.028564999999999997
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 12 13 -11 16 -9 -6 15 -15 -10 -18 -19 -20
right_child=1 -3 -4 4 5 -7 -8 8 11 10 -12 -13 -14 14 -16 -17 17 18 19 -21
leaf_value=-0.00092093251237185302 -0.00070131993296208047 -0.00091287871913371948 0.0010234521132462347 -0.00051810725201367985 0.00066880015433547712 0.00092992690999506647 -0.00095489228651650306 -0.00079463637983777586 0.00052562777049697913 0.001258598285575935 0.00021411304848756348 0.00086968120484454321 -4.1389210737156098e-05 0.0003182713216975878 0.00050751533635390268 -0.00069978377235365471 -0.00041523955317170812 -0.00029864791862632212 6.4546505992229387e-05 0.00080975107078298412
leaf_weight=0.0013029827981445577 0.0010645850754538435 0.0010466265141635392 0.0010383189606528722 0.0016363093189631214 0.0010349502627278184 0.0011569328996497976 0.0010206908315595334 0.0018392961776315326 0.0013253440253023496 0.0013195082961203674 0.0010247712299644718 0.0010713118693920221 0.0013407617336048672 0.0010804344152859358 0.0011180954897298534 0.0015113078786890277 0.0019806003105226067 0.0017497965565587137 0.0011529961983324788 0.0012023305382413835
leaf_count=491 217 87 130 454 67 81 45 572 215 64 36 73 112 29 26 55 198 100 43 26
internal_value=0 3.32251e-05 7.33664e-05 3.1619e-05 6.61973e-05 0.00011188 6.40137e-05 0.000119475 -1.59241e-05 0.000342225 0.000802015 0.000156955 -0.000477056 0.000115054 -3.94267e-05 -0.000275381 5.39263e-05 -4.88005e-05 0.000127995 0.000444953
internal_weight=0 0.025715 0.0246683 0.02363 0.0225654 0.0209291 0.0197722 0.0187515 0.0116624 0.00708907 0.00234428 0.00848238 0.00318006 0.00474479 0.00370984 0.00259174 0.00741107 0.00608572 0.00410512 0.00235533
internal_count=3121 2630 2543 2413 2196 1742 1661 1616 1339 277 100 655 684 177 110 84 582 367 169 69
is_linear=0
shrinkage=0.00140032


Tree=1640
num_leaves=13
num_cat=0
split_feature=50 159 52 4 15 1 2 3 43 0 0 42
split_gain=7.13542e-05 9.56974e-05 9.94896e-05 0.000100734 0.000136023 0.00023738 0.000214158 0.000177698 0.000210686 0.000189953 0.000100022 6.89445e-05
threshold=0.10124500000000002 -0.026354999999999996 0.11125500000000001 0.24564500000000003 -0.016799999999999995 0.11181500000000001 0.090675000000000019 -0.08824499999999999 -0.089499999999999982 -0.083914999999999976 -0.15202999999999997 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 11 -9 -10 -5 -6
right_child=-2 2 -4 10 7 -7 -8 8 9 -11 -12 -13
leaf_value=0.0018851075834826244 -0.0015696320175317578 -0.0015781248537238707 -0.0018825226751463823 -3.2996585936624944e-05 -0.0020083344189795686 -0.0031434518972288171 0.0019126091194186763 0.0036366783647986127 0.0017818447499063071 -0.0014258289297197223 0.0024176842127100629 0.00014285944853907801
leaf_weight=0.0010509728021326223 0.0010246279623515866 0.0014399967956551726 0.0010126621421317492 0.0012288220986069187 0.0011382512440657206 0.0013372129520798914 0.0012190212230498293 0.0010025070187364999 0.0015691456885413863 0.001242590668883015 0.0012742577282938783 0.0011008487415944401
leaf_count=259 375 355 217 92 360 113 306 62 300 373 230 79
internal_value=0 0.000103441 -3.45938e-05 0.000114484 -0.000159521 -0.00103709 2.21948e-05 0.000419822 0.00122437 0.000364277 0.00121459 -0.000950705
internal_weight=0 0.0146163 0.0135653 0.0125527 0.0100496 0.00399623 0.00265902 0.00605334 0.00381424 0.00281174 0.00250308 0.0022391
internal_count=3121 2746 2487 2270 1948 774 661 1174 735 673 322 439
is_linear=0
shrinkage=0.0061288


Tree=1641
num_leaves=12
num_cat=0
split_feature=41 2 3 457 160 133 3 16 0 13 15
split_gain=7.20498e-05 9.67122e-05 7.82213e-05 0.000101642 0.000184706 0.00015962 0.000190378 0.000210486 0.000218544 7.99204e-05 0.000105683
threshold=0.078065000000000009 -1.0000000180025095e-35 -0.12018999999999998 -0.0029299999999999994 -0.080719999999999986 -1.0000000180025095e-35 -0.08824499999999999 -0.071854999999999988 -0.20211999999999997 -0.076599999999999988 -0.016799999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7 8 -8 -9 -11
right_child=-2 2 3 4 5 6 7 9 -10 10 -12
leaf_value=0.0017476641070689799 -0.0014271393743992386 0.0010308809294761702 -0.0018380569730528733 -0.0016733763942108908 -0.0017118758083610329 -0.0015907099607754941 8.0851381527225559e-05 0.001082179047311926 0.0031341466533839281 -0.0018641368054008736 0.00056103863563217106
leaf_weight=0.0010155667494695661 0.0010249435822331518 0.0018505469018359486 0.0010582516367649711 0.0017619443519542406 0.0010707553468188328 0.0010754006652248281 0.0011562719432305357 0.0013256918681198342 0.0019248831218787359 0.0010978745125976757 0.0011170602162067561
leaf_count=177 154 208 238 479 674 192 69 226 342 206 156
internal_value=0 9.59236e-05 -2.88991e-05 -0.000198139 -3.33273e-05 0.000296246 0.000575595 0.000927411 0.00198833 4.16921e-06 -0.000641046
internal_weight=0 0.0144542 0.0134387 0.0115881 0.0105299 0.00876794 0.00769718 0.00662178 0.00308116 0.00354063 0.00221493
internal_count=3121 2967 2790 2582 2344 1865 1191 999 411 588 362
is_linear=0
shrinkage=0.00555105


Tree=1642
num_leaves=11
num_cat=0
split_feature=1 15 16 0 159 43 52 42 4 49
split_gain=7.1853e-05 0.000125943 0.000166333 0.000117138 9.26208e-05 0.000107961 0.000149764 0.000207873 0.000161953 7.69447e-05
threshold=0.104035 -0.016799999999999995 -0.061854999999999993 -0.18113999999999997 0.082585000000000006 -0.15582499999999996 0.10160000000000001 0.086325000000000013 -0.077679999999999985 -0.065034999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 -1 7 8 -7 -10
right_child=1 -3 -4 -5 -6 6 -8 -9 9 -11
leaf_value=0.0012412606076787445 -0.00058180351923992025 0.0017164286780022547 -0.00126835123364075 0.0017880375799694051 -0.00188660869445693 0.0019883955714015628 -0.0023068545144039553 -0.0022232876912475583 -0.001499228356115063 0.00041281383198579308
leaf_weight=0.0014615260579569096 0.0010562271877674334 0.0017459240229447124 0.0019480917128079089 0.001641594975581348 0.0010352979425972972 0.0014771163867773069 0.0010885683650737471 0.0010810717574947643 0.0010196879337296422 0.0017817563450077695
leaf_count=149 67 154 197 273 323 454 419 539 103 443
internal_value=0 0.00044535 -3.23182e-05 0.000860219 -0.000325308 -0.000120951 -0.000429705 -4.84461e-05 0.000501075 -0.000283144
internal_weight=0 0.00639184 0.00464591 0.00269782 0.00894502 0.00790973 0.0064482 0.00535963 0.00427856 0.00280144
internal_count=3121 691 537 340 2430 2107 1958 1539 1000 546
is_linear=0
shrinkage=0.00555105


Tree=1643
num_leaves=20
num_cat=0
split_feature=1213 14 3 124 402 4 484 151 132 42 12 16 1 1 16 16 0 3 15
split_gain=0.000437581 0.000282479 0.00029178 0.000350357 0.000311429 0.000305125 0.000271778 0.000260518 0.000238738 0.000266213 0.000356368 0.000529121 0.000304255 0.000394518 0.000325302 0.000272558 0.000235028 0.000222275 0.000151153
threshold=-1.0000000180025095e-35 0.062655000000000016 0.30112000000000005 -0.043384999999999993 0.073745000000000019 -0.51843499999999987 -0.0068949999999999992 -0.090369999999999992 0.079970000000000013 -0.11051499999999999 0.10345000000000001 0.22339500000000004 0.086560000000000012 0.095285000000000022 -0.056919999999999991 -0.29154999999999992 -0.069954999999999976 -0.055119999999999995 0.050935000000000008
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 -8 9 -9 11 12 17 -14 15 -15 -12 18 -11
right_child=1 -3 -4 4 -6 6 7 8 -10 10 16 -13 13 14 -16 -17 -18 -19 -20
leaf_value=-0.00075818619590063024 0.00053808079603366176 -0.00059011906827727452 0.00070910243283595108 -0.00071091855706076714 0.00060082975785200271 -0.0005490272600678015 -0.00046191948327502512 -0.00049751262826372271 0.00054721451887260902 -0.00022962858712577666 0.00014903377690726481 -0.00081413178361496084 -0.00062157702632446355 -0.00014735840638915344 -0.00049453768248042609 0.00058828364772869944 0.00096228571158165309 0.00075753285796421248 0.00042609698437610536
leaf_weight=0.0011457268111359767 0.0019015583719519382 0.0010936939494703415 0.0010131605973326954 0.0010436784185632276 0.0011806865740440478 0.0013896152014101623 0.0015605731615804244 0.0013801299853607443 0.0014735314389846535 0.0010200604854256837 0.0011664291944192273 0.0011488206525964726 0.0015966643269620384 0.0012893487068227349 0.0010657322046818685 0.0019662475762203258 0.0010387291527640388 0.0013782611496395824 0.0011634796581118656
leaf_count=491 226 90 130 44 200 386 127 76 148 177 82 214 181 76 64 46 75 36 252
internal_value=0 2.77626e-05 5.61843e-05 2.71242e-05 -1.94493e-05 -5.666e-05 -2.00225e-05 2.25977e-05 7.07971e-05 2.14077e-05 7.72118e-05 -1.71681e-05 7.9413e-05 -9.34066e-05 0.000101744 0.000296939 0.000532112 0.000366556 0.000119769
internal_weight=0 0.0248704 0.0237767 0.0227635 0.020862 0.0196813 0.0186376 0.017248 0.0156874 0.0142139 0.0128338 0.0106286 0.00947979 0.00591799 0.00432133 0.0032556 0.00220516 0.0035618 0.00218354
internal_count=3121 2630 2540 2410 2184 1984 1940 1554 1427 1279 1203 1046 832 367 186 122 157 465 429
is_linear=0
shrinkage=0.00124344


Tree=1644
num_leaves=12
num_cat=0
split_feature=484 4 160 52 49 484 2 0 4 150 3
split_gain=6.84276e-05 7.8537e-05 7.51452e-05 0.000103052 9.64148e-05 0.000142675 0.000226729 0.000144237 0.000106041 0.000103226 3.98917e-05
threshold=-0.0068949999999999992 0.27044500000000005 -0.091944999999999985 0.10744000000000002 -0.047584999999999995 0.073690000000000019 0.10097500000000002 -0.057069999999999989 0.053180000000000012 0.086615000000000011 0.092670000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 9 6 7 8 -6 -4 -3
right_child=1 10 3 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=-0.0011630065311063384 -0.0012017843987539478 0.0015671583932128752 0.0015546577402423007 0.0014071182393237327 -0.0015024340644762054 0.0011621438438823492 -0.0023474346887869544 0.00090737179895871616 0.00021357670702214221 -0.00024161186322367727 0.00026714914168501507
leaf_weight=0.0010250052864003096 0.001130524431662853 0.0010293463926194383 0.0013663506580619024 0.001096544258294919 0.0018150290730538816 0.0011102406853953362 0.0013278427752727029 0.0017043093523865169 0.0013583904419318671 0.0013948438366311322 0.0010079036956177623
leaf_count=503 349 219 110 132 901 158 271 92 92 167 127
internal_value=0 7.92649e-05 -6.06015e-05 5.48618e-05 -9.2286e-05 -0.00037141 -0.000645778 -0.000182544 -0.000767891 0.000647255 0.000923995
internal_weight=0 0.0143413 0.0123041 0.0111736 0.010077 0.00731581 0.00620557 0.00487773 0.00317342 0.00276119 0.00203725
internal_count=3121 2618 2272 1923 1791 1514 1356 1085 993 277 346
is_linear=0
shrinkage=0.00464487


Tree=1645
num_leaves=21
num_cat=0
split_feature=14 3 160 124 484 1213 50 48 0 51 3 0 124 13 43 4 12 49 2 15
split_gain=0.000427733 0.00036015 0.000319776 0.000353701 0.000404663 0.000291888 0.0003602 0.000597359 0.000402411 0.000539785 0.000421587 0.000292056 0.000410393 0.000312136 0.000435162 0.000264383 0.000255309 0.00024667 0.000201124 0.000167976
threshold=0.076175000000000007 0.30112000000000005 -0.40698999999999991 -0.043384999999999993 -0.0068949999999999992 -1.0000000180025095e-35 0.10030500000000002 0.12737000000000001 -0.23091999999999999 0.086310000000000012 -0.12018999999999998 -0.10096999999999999 0.10281000000000001 -0.0034749999999999994 -0.074359999999999996 0.25615500000000008 0.091715000000000005 -0.085174999999999987 0.10672500000000001 -0.10091499999999999
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 -7 10 18 15 13 14 16 17 -13 -12 -10 -19
right_child=-2 -3 3 4 5 6 -8 -9 9 -11 11 12 -14 -15 -16 -17 -18 19 -20 -21
leaf_value=-0.00070169144378945695 -0.00077397541601057092 0.00074474698831464921 0.00055710943245916209 -0.00064760571291114471 -0.00059122847197745794 0.00067221116640320006 0.00075420699631868055 -0.00091931549642752591 0.00016845625614209171 -0.00081857226571670195 -0.0001105039356591739 -0.00017685329487493996 0.00049863699952122208 -0.0007899570902640253 -0.00056392062071091808 -0.00026413601048081911 0.00069944406504611587 0.00027596326076834149 0.00080368110264073249 0.00094311339902238814
leaf_weight=0.0010004172548727644 0.0011033106441147291 0.0010092460935890992 0.0017314230097010266 0.0015109526982508966 0.0011439041059069224 0.0015519853383025783 0.0010763809623713918 0.0010021515901428293 0.0015658629502299142 0.0011321471227108129 0.0010664033174681009 0.0010510656662832086 0.0010858709273742218 0.0016570454145427346 0.001989247652363902 0.0013575356001247485 0.0010061571001409586 0.0011608138602674511 0.0015175244792029474 0.0011733153051878198
leaf_count=226 101 130 229 463 431 49 80 43 96 100 26 220 23 252 386 45 63 32 85 41
internal_value=0 1.66308e-05 -1.30239e-05 1.59484e-05 -2.65481e-05 1.91436e-05 5.51457e-05 1.40663e-05 6.80883e-05 8.60786e-06 7.26158e-05 -3.64544e-05 -0.000201999 -0.000335391 -0.000149244 0.000199765 0.000251731 0.00038496 0.000481089 0.000611325
internal_weight=0 0.0257895 0.0247802 0.0237798 0.0220484 0.0205374 0.0193935 0.0183171 0.017315 0.015763 0.0146308 0.0115475 0.00678939 0.00570352 0.00404647 0.00475807 0.00205722 0.00340053 0.00308339 0.00233413
internal_count=3121 3020 2890 2664 2435 1972 1541 1461 1418 1369 1269 1088 944 921 669 144 283 99 181 73
is_linear=0
shrinkage=0.00124344


Tree=1646
num_leaves=22
num_cat=0
split_feature=14 1213 44 124 402 4 13 132 4 43 0 15 47 49 52 0 1 3 43 3 16
split_gain=0.000510708 0.000421591 0.000284249 0.000362547 0.00037241 0.000317783 0.00023337 0.000356869 0.000412954 0.000287146 0.000406826 0.000315246 0.000234039 0.000269042 0.00033682 0.000354058 0.000238002 0.000158221 0.000140219 8.74176e-05 8.57146e-05
threshold=0.076175000000000007 -1.0000000180025095e-35 1.0000000180025095e-35 -0.043384999999999993 0.073745000000000019 -0.51843499999999987 -0.23438999999999996 0.079970000000000013 -0.27825499999999997 -0.079109999999999986 -0.036484999999999997 -0.016799999999999995 0.092530000000000015 -0.069799999999999987 -0.07167999999999998 -0.15202999999999997 0.095285000000000022 -0.084074999999999997 -0.081454999999999986 -0.0037349999999999996 0.15891500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 18 5 -5 20 8 -8 11 12 -10 13 -11 -15 -16 -17 -13 -3 -14 -7
right_child=-2 2 -4 4 -6 6 7 -9 9 10 -12 17 19 14 15 16 -18 -19 -20 -21 -22
leaf_value=-0.00084214122888329732 -0.0010137864252107334 0.00030848073995013738 -0.00067979909313647089 -0.00080045290056995509 0.00082137676476097153 0.00079904233526602926 -0.00091641193085128939 0.0006546921365861814 -0.00083056776688457022 -0.00040087389897183609 0.0009208342179046527 -0.0003831161969812935 -0.00012490808180428784 -0.00031666726437317003 0.0010673854955232358 -0.00038692739738327339 0.00059298229113644225 0.0004161231305964512 0.0010895668628136046 -0.00072374737716361345 0.00021002023373835053
leaf_weight=0.0011722118971096976 0.0010820502948791768 0.0010012599997772376 0.0010674214700969733 0.0010444589834399621 0.0012898054142615805 0.0010694814199556568 0.0012205895413718243 0.0015793838965362508 0.0017318141677214738 0.0015513557784991878 0.0012219820917918301 0.0010897128107023035 0.0010920653954844539 0.0014086711537809569 0.0015953106211945524 0.0010014892886209574 0.0012070288323524636 0.0010982024569412543 0.0010292575962790726 0.0010616096424413968 0.001113671823986806
leaf_count=477 101 93 60 46 219 90 137 191 382 42 52 180 88 98 59 469 69 74 144 37 13
internal_value=0 2.84433e-05 7.014e-05 0.000104339 4.73397e-05 -2.36235e-06 4.14123e-05 -1.77865e-05 -8.72966e-05 -1.53148e-05 0.000116729 -0.000356884 6.54121e-06 0.000142386 0.000304072 0.00053395 0.000148626 1.80541e-05 0.000704409 -0.000420094 0.00049857
internal_weight=0 0.0256468 0.0244746 0.0234072 0.0213766 0.0200868 0.0190424 0.0168592 0.0152798 0.0140592 0.0101395 0.00391973 0.00891753 0.00676386 0.0052125 0.00380383 0.00220852 0.00218792 0.00203052 0.00215368 0.00218315
internal_count=3121 3020 2543 2483 2246 2027 1981 1878 1687 1550 914 636 862 737 695 597 538 254 237 125 103
is_linear=0
shrinkage=0.00148603


Tree=1647
num_leaves=11
num_cat=0
split_feature=124 151 160 42 484 49 47 4 49 52
split_gain=7.15273e-05 8.61241e-05 0.00010984 0.00023214 0.000223532 0.000151332 0.000136393 0.000237273 0.000147307 0.000294589
threshold=-0.043384999999999993 -0.090369999999999992 -1.0000000180025095e-35 -1.0000000180025095e-35 0.084040000000000017 0.005085000000000001 0.092530000000000015 0.053180000000000012 -0.047584999999999995 0.077655000000000016
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 6 7 8 -5 -10
right_child=1 2 3 5 -6 -7 -8 -9 9 -11
leaf_value=0.00085992343689915277 -0.0011761833545047336 -0.0018282030805793674 -0.0012670204096992992 0.00094225108638409515 0.00045171674056524862 0.001927160497090586 -0.0010643905547428562 0.0017722468902729739 -0.0017530215133615156 0.00073828071039970489
leaf_weight=0.0014222903350162011 0.0011033110412208289 0.0014300997480354233 0.0015132325844561612 0.0018047082536010207 0.0013832629707978827 0.0010019449537136266 0.0010962282697639658 0.0017109208287440364 0.0015560906974701298 0.0015482620078965392
leaf_count=259 178 565 653 131 254 177 90 162 398 254
internal_value=0 -9.13704e-05 3.81867e-07 0.000194954 -0.000707221 0.000448713 0.000256737 0.000475508 2.35646e-05 -0.000510512
internal_weight=0 0.0141481 0.0130448 0.0102314 0.00281336 0.00871816 0.00771621 0.00661998 0.00490906 0.00310435
internal_count=3121 2862 2684 1865 819 1212 1035 945 783 652
is_linear=0
shrinkage=0.00404364


Tree=1648
num_leaves=11
num_cat=0
split_feature=1 0 159 14 52 15 0 3 133 0
split_gain=7.53736e-05 0.00017303 0.000101801 0.000109746 0.000141522 0.000160603 0.000153337 0.000129007 8.20285e-05 1.74646e-05
threshold=0.077565000000000009 -0.059114999999999994 0.076905000000000015 -1.0000000180025095e-35 -0.0064899999999999992 -0.053579999999999996 -0.13027499999999997 -0.075634999999999994 1.0000000180025095e-35 -0.084269999999999984
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5 -6 9 -3 -8
right_child=2 8 -4 4 6 -7 7 -9 -10 -11
leaf_value=-0.0019349599230834749 -0.0016672626514799762 0.0010128456662673103 0.0016022555836707926 0.00042817723111884186 0.0020001837431274034 -0.0020033295545475744 0.00040649256138056177 -0.0013416786909897565 -0.00090746502763491507 0.0014055055061760065
leaf_weight=0.0017516051294012855 0.0010018220959338029 0.0016644065471005387 0.0014124662577133804 0.0018092872236971091 0.0019506147118379408 0.0014487902001419934 0.0010566438412762408 0.0012064264321436247 0.0010904717341222447 0.0010172307985178847
leaf_count=1460 96 97 299 182 165 210 102 192 79 239
internal_value=0 -0.000597598 0.000239131 3.62649e-05 0.000237305 -0.000653056 0.000791868 7.33484e-05 0.000252723 0.000896506
internal_weight=0 0.00450648 0.0109033 0.00949082 0.00848899 0.00325808 0.00523092 0.0032803 0.00275488 0.00207387
internal_count=3121 1636 1485 1186 1090 392 698 533 176 341
is_linear=0
shrinkage=0.0054422


Tree=1649
num_leaves=22
num_cat=0
split_feature=1213 160 14 1374 457 11 124 484 50 4 13 160 3 1 42 15 4 2 13 4 1
split_gain=0.000490386 0.000482683 0.000484335 0.000426283 0.000275364 0.000367595 0.000300453 0.000569189 0.000458197 0.000334614 0.000484339 0.000433576 0.000590256 0.000267226 0.000415943 0.00022931 0.000593446 0.000200269 0.000180479 0.00012063 8.55133e-05
threshold=-1.0000000180025095e-35 -0.40698999999999991 0.076975000000000002 -0.094929999999999987 0.088350000000000026 0.088215000000000002 -0.043384999999999993 -0.0068949999999999992 0.10030500000000002 -0.51843499999999987 -0.094514999999999988 -0.081069999999999989 0.10893000000000001 0.13021500000000003 0.084695000000000006 -0.094549999999999981 -0.083854999999999985 0.097845000000000015 -0.40078499999999995 0.0016150000000000003 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
left_child=-1 -2 3 -3 5 6 19 -8 9 -9 17 20 13 14 15 -13 -17 -11 -19 -5 -12
right_child=1 2 -4 4 -6 -7 7 8 -10 10 11 12 -14 -15 -16 16 -18 18 -20 -21 -22
leaf_value=-0.00085120012951808396 -0.00091311143207752836 -0.0007518622811531696 -0.00085500693492769392 0.0010021126599295109 0.00066293414783736844 -0.00063119725488023466 -0.00091607305073978628 -0.00067636965152455481 0.001043563718713279 0.00019133012447937272 0.00029156836437643481 0.00050224656865196539 -0.00094696077821261691 0.00063083318339713322 -0.0006629467562610904 0.00051058252936818436 -0.00075892700946234145 0.001167514291327448 0.00038653648914953889 0.00031870330909283226 0.00085835473024831047
leaf_weight=0.0012895499998609164 0.0010175641880903188 0.0010764037752366553 0.0010637890549274323 0.0010167788358437227 0.0018829842677388067 0.0012541547942142009 0.0010335253550235726 0.001031689839126485 0.0010648027877192537 0.0016479805617193232 0.0010396036840634179 0.0019191152964717004 0.0014614245311790341 0.0011992886701996941 0.0017947650713712737 0.0014484850039004835 0.0014397126034637556 0.0013326141724236962 0.0010277055897764953 0.0010090941638768031 0.0010483288088039
leaf_count=491 215 53 74 95 115 98 418 24 86 72 114 114 41 41 343 159 287 56 45 134 46
internal_value=0 3.28523e-05 7.01728e-05 0.000109973 0.000149195 0.000104758 0.000149749 9.36535e-05 0.000153439 9.56126e-05 0.000147468 -3.0283e-07 -0.000130241 2.27551e-05 -8.77042e-05 0.000127057 -0.000122244 0.000565926 0.000827469 0.000661704 0.000576146
internal_weight=0 0.0268098 0.0257922 0.0247285 0.0236521 0.0217691 0.0205149 0.018489 0.0174555 0.0163907 0.015359 0.0113507 0.00926279 0.00780137 0.00660208 0.00480731 0.0028882 0.0040083 0.00236032 0.00202587 0.00208793
internal_count=3121 2630 2415 2341 2288 2173 2075 1846 1428 1342 1318 1145 985 944 903 560 446 173 101 229 160
is_linear=0
shrinkage=0.00140032


Tree=1650
num_leaves=12
num_cat=0
split_feature=1 3 15 11 48 43 16 49 47 12 2
split_gain=7.36779e-05 0.000120434 0.000111289 0.000117468 0.00013107 0.000141575 0.000103297 0.000107085 9.64093e-05 0.000143691 8.66838e-05
threshold=0.12500000000000003 0.11296500000000002 0.095175000000000023 0.081790000000000015 0.097025000000000014 -0.16318499999999997 0.15891500000000003 -0.069799999999999987 0.082095000000000015 0.084100000000000022 0.091185000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 7 -7 9 10 -9
right_child=1 -3 -4 -5 -6 6 -8 8 -10 -11 -12
leaf_value=0.0013148249783662054 0.0018368057222028851 -0.00043510050388942086 -0.0017272294828228518 -0.001601896717645867 0.0015634496288012788 -0.0014227577020836971 -0.0015508651037214455 0.0021112992248238471 -0.0011105354353310964 -0.00072521496445832685 0.00034835978761269155
leaf_weight=0.0015553322492156728 0.0013031178185142428 0.001077526845018939 0.0010446770370187994 0.0010759614178859076 0.0014211942310292667 0.0012100093176151171 0.0014625286428990164 0.0014144906851690014 0.0010753418995592123 0.0014272024762344154 0.0014056810855219704
leaf_count=137 149 130 364 147 206 184 283 230 140 983 168
internal_value=0 0.000808496 -0.000153058 -1.65588e-05 0.000138909 -7.30723e-05 -0.000343063 -7.26631e-05 0.000234253 0.000574724 0.00123258
internal_weight=0 0.00238064 0.0130924 0.0120477 0.0109718 0.00955059 0.00799525 0.00653273 0.00532272 0.00424737 0.00282017
internal_count=3121 279 2842 2478 2331 2125 1988 1705 1521 1381 398
is_linear=0
shrinkage=0.00502775


Tree=1651
num_leaves=13
num_cat=0
split_feature=41 2 1 14 42 1 42 151 48 16 2 42
split_gain=6.74073e-05 9.08294e-05 6.24841e-05 0.000102703 0.000126268 8.90274e-05 0.000219018 0.000129904 0.000140286 0.000134717 0.000172263 0.000174947
threshold=0.078065000000000009 -1.0000000180025095e-35 0.14000500000000002 -1.0000000180025095e-35 -0.0060199999999999993 0.122185 0.091735000000000025 -0.0083949999999999979 0.092475000000000016 0.22339500000000004 0.097845000000000015 0.083995000000000014
decision_type=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 -9
right_child=-2 2 -4 4 5 -7 -8 8 -10 -11 -12 -13
leaf_value=0.0016695250758135879 -0.0013589597764184882 -0.0017382142401196168 0.0012650655735835347 -0.0013788876427154025 -0.00081194327867406416 0.0017555662749376144 -0.0021968883356052221 -0.001452769119807934 0.0026134682586277584 -0.0012651150414063786 0.0027404279615271467 0.001538613050978243
leaf_weight=0.001004174434759004 0.0010167718532922967 0.0010797812123025672 0.0010223787139218713 0.001635171841671691 0.001919753904044484 0.0010463884743844845 0.0010967124992476915 0.0011105149571657121 0.0010578063461816889 0.0010793338872140956 0.0010772361446347301 0.0012099294517007864
leaf_count=177 154 99 90 789 335 76 490 136 82 174 86 433
internal_value=0 9.11224e-05 -2.77371e-05 -0.000135085 1.90193e-05 0.000257183 7.38316e-05 0.000407899 0.000831001 0.000409849 0.000941931 0.000107002
internal_weight=0 0.0143392 0.013335 0.0123126 0.0112328 0.00959768 0.00855129 0.00745457 0.00553482 0.00447701 0.00339768 0.00232044
internal_count=3121 2967 2790 2700 2601 1812 1736 1246 911 829 655 569
is_linear=0
shrinkage=0.0054422


Tree=1652
num_leaves=12
num_cat=0
split_feature=124 48 50 2 4 52 0 3 3 4 4
split_gain=6.57026e-05 9.99778e-05 0.000138188 0.000162017 0.000161356 0.000187508 0.000171075 0.000253928 0.000149276 0.000138583 0.000106436
threshold=-0.043384999999999993 0.12737000000000001 0.088425000000000017 0.10672500000000001 -0.27825499999999997 -0.10925999999999998 -0.077999999999999986 0.090900000000000009 -0.082334999999999978 0.052250000000000012 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 10 -5 -10 -7
right_child=1 -3 -4 8 5 6 -8 -9 9 -11 -12
leaf_value=0.0011255169948746662 -0.002151013264753949 -0.0017563567804185767 -0.0017197154211391699 0.0029724454590503301 -0.001881623521710887 -0.0017613518744749093 0.0020747424329448584 0.0021204291381338356 0.0017084334088422134 -0.0010116103846287594 0.00017404735192008857
leaf_weight=0.0013859318530659174 0.0010945261963461635 0.0010209363102698385 0.0012316978239565466 0.0010052904566345 0.0011924089909191443 0.0017086322877966388 0.0014981933310902924 0.0011857603971032749 0.0011958624402748095 0.0010348220109076822 0.001658447042325123
leaf_count=259 119 82 507 148 230 937 256 68 157 172 186
internal_value=0 -0.000117389 1.32787e-05 0.000197704 -0.000203428 9.08638e-05 0.00047956 -4.53637e-05 0.00123128 0.000446596 -0.000808076
internal_weight=0 0.0138266 0.0128056 0.0115739 0.00833797 0.00724344 0.00605103 0.00455284 0.00323597 0.00223068 0.00336708
internal_count=3121 2862 2780 2273 1796 1677 1447 1191 477 329 1123
is_linear=0
shrinkage=0.0054422


Tree=1653
num_leaves=22
num_cat=0
split_feature=1213 14 160 13 132 457 52 4 0 457 13 3 12 47 49 3 4 2 3 48 2
split_gain=0.000477218 0.000374964 0.000366439 0.000355428 0.000524915 0.000326168 0.000373878 0.000546861 0.000483228 0.000365373 0.000308358 0.000528977 0.000269955 0.000533229 0.000270485 0.000321565 0.000232169 0.000182652 0.000165377 0.000147995 7.02012e-05
threshold=-1.0000000180025095e-35 0.076175000000000007 -0.26568499999999995 -0.084034999999999985 0.080640000000000017 0.069910000000000014 0.096795000000000006 -0.35136499999999998 -0.026509999999999995 0.10378500000000002 -0.53104499999999988 -0.078934999999999991 0.10312500000000001 0.092530000000000015 -0.063424999999999981 -0.00083499999999999991 0.022185000000000003 0.10497000000000002 0.088060000000000013 0.016865000000000002 0.10005000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 10 5 6 7 -5 12 -7 -4 19 13 14 -9 -16 20 -8 -17 -12 -13
right_child=1 -3 3 4 -6 9 17 8 -10 -11 11 16 -14 -15 15 18 -18 -19 -20 -21 -22
leaf_value=-0.0009867369864143276 -0.0008408171248479139 -0.00090985197275295971 -0.0004146822068132308 -0.0013734166217113379 0.00087949083149786375 0.00091056343758193345 -0.00014881479691643929 -0.00093281937915178558 0.00065765821516185099 -0.00019681151671277914 0.00027787199547122759 0.00091488624896638848 0.0001907189021685777 -0.0012697584111815978 -0.00068227443847468589 0.00079591944064397104 0.00044883657724547189 0.0007324832518022992 -8.2709163190384421e-05 -0.0005144664334158131 0.0014813206003384362
leaf_weight=0.0011864374957363524 0.0010465676485262023 0.0010037134518565685 0.0010008627754221067 0.001123668471369574 0.0013822839671687728 0.0014173268355379695 0.0010188510242435953 0.0010076330262052142 0.00126099762257228 0.0014315462633938125 0.0012408495570233047 0.0010153722176220415 0.0015732658271528643 0.001667589599226027 0.0011120070186760502 0.001009856388702211 0.0017945911129177428 0.001253982069855164 0.001038793776316993 0.0010322341295289639 0.0010785282180147959
leaf_count=491 217 87 33 143 178 118 140 46 65 46 284 56 119 120 579 34 134 62 22 82 65
internal_value=0 1.63413e-05 5.4275e-05 9.42053e-05 -3.19493e-05 -0.000116416 -0.000227506 -0.000358607 -0.000227086 0.000354112 0.000381264 0.000510555 -0.000377665 -0.000530892 -0.000235297 -1.29237e-05 0.000856907 0.000337421 0.0003504 -8.19382e-05 0.00120665
internal_weight=0 0.0255105 0.0245068 0.0234602 0.0162978 0.0149155 0.0120666 0.00979381 0.00867014 0.00284887 0.00716244 0.00616158 0.00740915 0.00583588 0.00416829 0.00316066 0.00388849 0.00227283 0.00204865 0.00227308 0.0020939
internal_count=3121 2630 2543 2326 1672 1494 1330 1128 985 164 654 621 920 801 681 635 255 202 56 366 121
is_linear=0
shrinkage=0.00154607


Tree=1654
num_leaves=22
num_cat=0
split_feature=1213 14 3 1374 39 47 50 484 133 42 52 457 15 13 484 15 0 52 151 0 52
split_gain=0.000459626 0.000424576 0.000466424 0.00036738 0.000371145 0.000449375 0.000462118 0.000304337 0.000368488 0.000412617 0.000359118 0.000483303 0.000337643 0.000434953 0.000240786 0.000233924 0.000233423 0.000184291 0.000214968 0.000431052 0.000298859
threshold=-1.0000000180025095e-35 0.076175000000000007 0.30112000000000005 -0.094929999999999987 0.13507500000000003 0.13148500000000005 0.10647500000000001 0.085515000000000022 0.10622000000000002 0.09832500000000001 -0.22660999999999995 0.088350000000000026 0.097485000000000016 -0.084034999999999985 0.096935000000000007 0.082685000000000022 -0.08824499999999999 -0.081429999999999989 -0.00099499999999999979 -0.10151999999999999 0.091275000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 8 9 10 -5 12 13 15 -9 16 -12 -15 -19 -20 -21
right_child=1 -3 -4 4 -6 -7 -8 14 -10 -11 11 -13 -14 17 -16 -17 -18 18 19 20 -22
leaf_value=-0.0009922261442374561 -0.00091850509509822358 -0.00097682620819634458 0.0011145020764546623 -0.00086193554913329925 0.0010068181378898463 -0.00089540010804355693 -0.00098727917115776481 0.0011456982280865099 -0.00079998426052882996 0.00091640644243238427 -0.00020551276116398582 0.0010226766531405797 -0.00083861408930306191 0.00040557596131653428 0.00016062352380117416 0.0011898734253544339 0.00073023065901315189 -0.00087051350492611758 0.00053187314762475311 -0.00096733188709226432 0.00010174798232197303
leaf_weight=0.001196157096905264 0.0010256084531921053 0.0010452388304011953 0.0010584316092219206 0.0010660430941771661 0.0010348276416500815 0.0013021064959755071 0.0010003601745560134 0.0012750194056776456 0.0012097683778722465 0.0015249461539834216 0.0013070797438120008 0.0013442021365500665 0.0011124823403761428 0.0012741268694473834 0.001293193631376699 0.0010186275433952119 0.0014603763778252513 0.0012169216678522563 0.0016901631799068834 0.0015487436987917371 0.0012013527012064706
leaf_count=491 50 87 130 237 36 46 265 112 294 100 174 74 96 154 107 40 77 69 73 333 76
internal_value=0 2.75382e-05 6.95901e-05 2.33268e-05 6.55443e-05 2.0956e-05 7.90375e-05 0.00013362 5.55428e-05 0.000121194 3.60359e-05 0.0001087 4.84633e-06 9.23989e-05 0.000649675 0.000530846 0.000288276 -0.000147094 -0.000271568 -0.000107417 -0.000500315
internal_weight=0 0.0260096 0.0249644 0.0239059 0.0228803 0.0218455 0.0205434 0.019543 0.0169748 0.0157651 0.0142401 0.0131741 0.0118299 0.0107174 0.00256821 0.00378608 0.00276746 0.00693131 0.00565718 0.00444026 0.0027501
internal_count=3121 2630 2543 2413 2363 2327 2281 2016 1797 1503 1403 1166 1092 996 219 291 251 705 551 482 409
is_linear=0
shrinkage=0.00160853


Tree=1655
num_leaves=12
num_cat=0
split_feature=3 39 457 151 160 42 12 1 4 2 43
split_gain=6.49681e-05 0.000126705 0.00011473 0.000178434 0.000140692 0.000158378 0.000163985 0.000110153 0.000194621 8.23019e-05 4.44458e-05
threshold=0.13524500000000003 0.0046100000000000004 0.080930000000000016 -0.0077149999999999988 -1.0000000180025095e-35 -1.0000000180025095e-35 0.092355000000000007 0.095285000000000022 -0.083854999999999985 0.11389000000000002 -0.090299999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 7 8 -7 -2 -3
right_child=9 10 -4 4 5 6 -8 -9 -10 -11 -12
leaf_value=-0.0029767432402179983 0.0021554651378150975 0.00034119501165786974 0.00090401658448883428 -0.0019459954775455357 -0.0021336125498552989 0.002430069043810323 -0.0010616996934837641 0.0027423649905058667 -0.0012072856411382423 -0.00018943288674940181 0.0021464997119841575
leaf_weight=0.0011515747811866742 0.0010985170356457843 0.0010427414276857339 0.0019854602693500931 0.0017213231095096169 0.0010521979949753863 0.0010115348626328381 0.0017336334310538437 0.0012062177179661404 0.0012177216936370885 0.0011516540039410161 0.0010068834574069535
leaf_count=249 59 79 176 654 625 60 386 85 359 133 256
internal_value=0 -0.000171785 -0.000430741 -0.000722148 -0.000395262 3.37984e-05 0.000474986 0.00125044 0.00044318 0.000955329 0.00122806
internal_weight=0 0.0131293 0.0110797 0.0090942 0.00794263 0.00622131 0.00516911 0.00343547 0.00222926 0.00225017 0.00204962
internal_count=3121 2929 2594 2418 2169 1515 890 504 419 192 335
is_linear=0
shrinkage=0.0061288


Tree=1656
num_leaves=22
num_cat=0
split_feature=14 1213 1374 160 3 484 50 48 0 52 1 484 43 43 43 15 13 12 42 16 3
split_gain=0.000489744 0.00045493 0.000470903 0.000456912 0.000284062 0.000371668 0.000371642 0.000590444 0.000575955 0.000361449 0.000320947 0.000383466 0.000200706 0.00042398 0.000314409 0.000312186 0.000258182 0.000230058 0.000197266 0.000189979 0.00017856
threshold=0.076175000000000007 -1.0000000180025095e-35 -0.094929999999999987 -0.40698999999999991 0.30112000000000005 -0.0068949999999999992 0.099210000000000007 0.11951500000000001 -0.14116499999999996 -0.07167999999999998 0.12958500000000003 0.080820000000000017 0.066275000000000014 0.16180500000000003 -0.067899999999999974 -1.0000000180025095e-35 -0.083364999999999981 0.088615000000000013 1.0000000180025095e-35 -0.36241499999999999 0.048265000000000009
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 8 9 -7 11 12 14 -14 16 -16 -10 -18 -19 -11 -12
right_child=-2 2 3 4 -6 6 -8 -9 10 19 20 -13 13 -15 15 -17 17 18 -20 -21 -22
leaf_value=-0.00093277442200225555 -0.0010777959844232451 -0.00097396514501926247 -0.00096530585196588311 -0.00064921623338348592 0.0010087595445466297 0.00011207975235542541 0.0010722377557337087 -0.0010102006812240773 0.00068439594309301728 0.00060973955799690301 0.0011016722733365632 0.00073058213694805339 0.00067291567806392288 -0.00064907104063878106 -0.00018190948968584397 -0.0012535040962041474 0.00017216895496453382 -9.7753045044628073e-05 -0.0010948018150483039 0.0014554478551848376 0.00014689982855703443
leaf_weight=0.00126870925661171 0.0011253753196354124 0.0011066077000378973 0.0010026095935653503 0.001546931790789601 0.0010285082001177939 0.00172643911211523 0.0011959549804680938 0.0011509683846924182 0.0010175368594875778 0.0013374048661327631 0.0010673591318593198 0.0014476654905839501 0.0018452721713395079 0.0010107701433813565 0.0014317421464721067 0.0014970199012933746 0.0019215344375272938 0.0010395539376830687 0.0010987420937026982 0.0015364899654173236 0.0010420658424550311
leaf_count=477 101 53 202 456 127 64 95 57 81 70 88 188 43 123 112 364 159 102 105 37 17
internal_value=0 2.66126e-05 7.33354e-05 0.000119796 0.000165237 0.000127374 0.000183599 0.00013091 0.000199964 0.000705438 3.86971e-05 -6.26309e-05 -0.000168347 0.000205057 -0.000301552 -0.000729649 -5.46145e-05 -0.000239837 -0.000610077 0.00106189 0.00063001
internal_weight=0 0.0273199 0.0260512 0.0249446 0.023942 0.0229135 0.0213665 0.0201706 0.0190196 0.00460033 0.0144193 0.0123098 0.0108622 0.00285604 0.00800613 0.00292876 0.00507737 0.00405983 0.0021383 0.00287389 0.00210942
internal_count=3121 3020 2543 2490 2288 2161 1705 1610 1553 171 1382 1277 1089 166 923 476 447 366 207 107 105
is_linear=0
shrinkage=0.0016407


Tree=1657
num_leaves=20
num_cat=0
split_feature=1213 14 45 3 48 0 51 47 0 3 133 52 52 4 13 3 151 42 52
split_gain=0.000484788 0.000386223 0.000243257 0.000308366 0.00032489 0.000283384 0.000350444 0.00030637 0.000302592 0.000331251 0.000295929 0.000399082 0.000216703 0.000527852 0.000270797 0.00031408 0.000206221 0.000145028 0.000127078
threshold=-1.0000000180025095e-35 0.076175000000000007 0.081955000000000014 0.20828500000000003 0.12879500000000002 -0.10607499999999999 0.087505000000000013 0.096300000000000011 -0.084269999999999984 -0.077774999999999983 -0.083244999999999986 0.11434500000000002 0.10347000000000002 -0.35136499999999998 0.17001000000000002 -0.10023499999999998 -0.016164999999999995 0.088295000000000012 -0.0064899999999999992
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 16 9 -7 -10 12 13 -12 15 -15 -2 -17 -18
right_child=1 -3 -4 -5 -6 8 -8 -9 10 -11 11 -13 -14 14 -16 17 18 -19 -20
leaf_value=-0.00095020142331128925 0.0011441913263150862 -0.00086540855226561791 -0.00064410710581322688 0.00089482891876167272 -0.00067269483319918472 -0.0011322010466030762 -0.00030124112009848508 -7.7055014189956461e-05 0.00078177473627932825 -2.4036938779167787e-05 -0.00063720494640805484 -0.00070548662666754258 0.00076911763449861873 0.0010561799552964918 -0.00036330105267942257 0.00044680066958133267 8.2889623356807184e-05 -0.00022654727662067131 0.00075072306653655991
leaf_weight=0.0011583512198107262 0.0015934652784874714 0.0010126627905335797 0.0010041854831683841 0.0010372313992839102 0.0012414968910878779 0.0010258001230062722 0.001439105465828483 0.0014109271532110057 0.0012119707792302989 0.0014205800704090122 0.001884350628682971 0.0014876561537761077 0.0010273982445987428 0.001304578231818729 0.0011517058844336958 0.0017879815050309989 0.001103666020752847 0.001167657311353848 0.0014636088802973896
leaf_count=491 90 87 59 130 62 516 46 34 155 163 173 229 28 89 57 275 40 299 98
internal_value=0 3.33686e-05 7.16695e-05 0.000103251 6.5453e-05 0.000110199 0.000352492 0.000521344 -1.59116e-05 -0.000488705 8.90146e-05 3.43952e-06 0.000130143 4.01681e-05 0.000276019 0.000448853 0.000724265 0.000180787 0.000463623
internal_weight=0 0.024776 0.0237634 0.0227592 0.0217219 0.0204805 0.00701077 0.00557167 0.0134697 0.00244638 0.0110233 0.00981133 0.00832367 0.00729627 0.00541192 0.00426022 0.00416074 0.00295564 0.00256727
internal_count=3121 2630 2543 2484 2354 2292 308 262 1984 679 1305 1150 921 893 720 663 228 574 138
is_linear=0
shrinkage=0.00148603


Tree=1658
num_leaves=13
num_cat=0
split_feature=1 0 4 151 150 151 159 2 12 1 0 15
split_gain=6.72967e-05 0.000142202 0.000122072 0.000101874 0.00018433 0.00012145 0.000107046 0.000147121 0.000109451 0.000208882 0.000131255 0.000101081
threshold=0.077565000000000009 0.024095000000000002 -0.49405499999999997 0.043560000000000008 0.081835000000000019 -0.033849999999999991 -0.032739999999999991 0.11237500000000002 0.10097500000000002 0.088485000000000022 -0.10151999999999999 0.083935000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 -3 4 5 -2 -7 8 9 -8 -11 -1
right_child=3 2 -4 -5 -6 6 7 -9 -10 10 -12 -13
leaf_value=-0.0027560958053056738 -0.0016895135180113444 -0.0010513454501732871 0.0017364885638017666 -0.0013503500739406543 0.0021789589173194577 -0.0014093578986395276 0.0018805632317442529 0.0026081316471858072 0.0016736310615698808 6.424102828661865e-05 -0.0026665931778595761 -0.00028488669030209032
leaf_weight=0.001262519441797145 0.0011693293659167398 0.0010050958763514473 0.0011907936296982058 0.001240930943250452 0.0017420085572346653 0.0010094003850327788 0.0010449067907458108 0.0011015279600484207 0.0013088597961811166 0.0012536587229892166 0.0011910241044501609 0.0010538195721611493
leaf_count=857 115 34 49 106 229 165 165 188 78 70 369 696
internal_value=0 -0.00061361 0.00046045 0.000240011 0.000440967 6.62045e-05 0.000363339 0.000666621 0.00022093 -0.000323943 -0.00126619 -0.00163182
internal_weight=0 0.00451223 0.00219589 0.0110616 0.00982072 0.00807871 0.00690938 0.00589998 0.00479845 0.00348959 0.00244468 0.00231634
internal_count=3121 1636 83 1485 1379 1150 1035 870 682 604 439 1553
is_linear=0
shrinkage=0.00589082


Tree=1659
num_leaves=21
num_cat=0
split_feature=14 1213 402 124 4 13 132 4 157 159 160 4 457 0 52 2 2 15 124 2
split_gain=0.000435406 0.000412084 0.000308021 0.000321581 0.000367029 0.0004302 0.000452815 0.000400444 0.000250157 0.0003216 0.000623618 0.000260212 0.000383972 0.000299043 0.000406883 0.000392469 0.000228413 0.000225542 0.000117596 0.000105555
threshold=0.076175000000000007 -1.0000000180025095e-35 0.073745000000000019 -0.043384999999999993 -0.51843499999999987 -0.23438999999999996 0.079970000000000013 -0.27825499999999997 -0.063304999999999986 -0.22563499999999997 -1.0000000180025095e-35 -0.083854999999999985 -0.0029299999999999994 -0.10096999999999999 -0.07278999999999998 0.11263500000000001 0.089885000000000007 -0.10203999999999998 -0.087019999999999986 0.10882500000000002
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 18 -5 19 7 -7 -9 -10 -11 -12 -13 15 -15 16 17 -14 -3 -6
right_child=-2 2 -4 4 5 6 -8 8 9 10 11 12 13 14 -16 -17 -18 -19 -20 -21
leaf_value=-0.00091140802404836632 -0.00097265769191134206 0.00023081446644177521 0.00075916589828567947 -0.00091374861307481046 0.00034295451549614818 -0.00089388607396042978 0.00072674059378043186 0.00057082708531388106 0.00069986690602337617 -0.0010985305172374505 0.000620745911628685 -0.0010547326893424823 -0.00043724648095150271 1.0787783485080626e-05 -0.0011533856784145295 -0.00062268914963422271 0.00084490113327003304 0.00052611604499000074 0.00097029357542727029 0.0010299107098789178
leaf_weight=0.0010788573612302002 0.001094167727975214 0.0010172678710143046 0.0014378982454162142 0.0010806429770227012 0.0011410054999747522 0.0015463378865576615 0.0015591242181850476 0.0013377070174208647 0.001025516425439744 0.0016069957664805604 0.0011773885131567364 0.0010019008779841325 0.0010424516807789885 0.0019246613937357023 0.0011442447596281217 0.0011224226933421733 0.001687164170623312 0.0013120196225599986 0.0010391149055406076 0.0010061077462752976
leaf_count=477 101 83 247 46 34 146 193 279 124 307 103 58 17 183 368 43 73 25 140 74
internal_value=0 2.35056e-05 6.51677e-05 2.13466e-05 -3.65395e-05 1.1739e-05 -6.84483e-05 -0.000146282 -6.5903e-05 -0.000131198 -0.000202107 -6.37555e-05 -0.000151025 -4.10496e-05 -0.000423275 0.0001861 0.000410713 9.95834e-05 0.000604482 0.000664853
internal_weight=0 0.0252888 0.02421 0.0227721 0.0207157 0.019635 0.0174879 0.0159288 0.0143825 0.0130448 0.0120192 0.0104123 0.00923487 0.00823296 0.00306891 0.00516406 0.00404164 0.00235447 0.00205638 0.00214711
internal_count=3121 3020 2543 2296 2073 2027 1919 1726 1580 1301 1177 870 767 709 551 158 115 42 223 108
is_linear=0
shrinkage=0.00154607


Tree=1660
num_leaves=11
num_cat=0
split_feature=11 3 3 13 15 15 3 1 1 1
split_gain=6.4747e-05 9.35359e-05 0.000105913 0.000126593 0.000231487 0.000192169 0.000181238 0.000192512 0.000132237 9.9816e-05
threshold=0.081790000000000015 -0.12018999999999998 -0.078934999999999991 -0.094514999999999988 1.0000000180025095e-35 -0.016799999999999995 0.097915000000000016 0.094385000000000011 0.08844500000000001 0.089475000000000013
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 9 8 5 6 7 -5 -4 -3
right_child=-2 2 3 4 -6 -7 -8 -9 -10 -11
leaf_value=0.0013371399448419759 -0.0013106248728523399 -0.0022802837292189649 8.2689089340115025e-05 -0.0011344547202168755 -0.0026495588098119438 0.0022444592857466731 -0.0017072663799357559 0.0018510041226061143 0.0026958799542846443 0.00017873457235452039
leaf_weight=0.0018553650494774485 0.0012200946630767087 0.0013193662958787726 0.0014794911359612972 0.0012958776770483627 0.0011483921546747294 0.0012995407146776383 0.0019400152187074582 0.0017777716264280388 0.0012312085664114569 0.0010123788546776424
leaf_count=180 175 1202 67 303 346 103 108 285 162 190
internal_value=0 0.000102879 -8.02617e-05 0.000179309 -0.000216782 0.000225748 -0.000297502 0.000592308 0.00126961 -0.00121265
internal_weight=0 0.0143594 0.012504 0.0101723 0.0074616 0.00631321 0.00501366 0.00307365 0.0027107 0.00233175
internal_count=3121 2946 2766 1374 1145 799 696 588 229 1392
is_linear=0
shrinkage=0.00589082


Tree=1661
num_leaves=12
num_cat=0
split_feature=147 11 13 1 0 0 2 1 43 43 47
split_gain=6.23504e-05 9.79114e-05 7.7314e-05 0.000142358 0.000131659 0.000176344 0.000170434 0.00022095 0.000130533 0.000209 9.90126e-05
threshold=0.087350000000000025 0.081790000000000015 -0.0034749999999999994 0.08844500000000001 -0.019414999999999998 -0.10096999999999999 0.11215000000000001 0.094465000000000007 0.08845500000000002 -0.084004999999999982 0.087885000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 5 6 7 -4 9 -1 -5
right_child=-2 -3 4 10 -6 -7 -8 -9 -10 -11 -12
leaf_value=0.0004443008471059544 0.0010732981694319911 -0.0013759427683772251 -0.00068212687571491261 0.0017728605559165953 0.00082606455359282506 -0.0019800381722497873 -0.0017349501141533229 0.0018406947486242129 0.0010620550980250194 -0.002427298483700584 0.00011736314175691521
leaf_weight=0.0010945247806294651 0.0010364880421924313 0.0011202495927572506 0.0016455306538274428 0.0018147708657475295 0.0016541013435340951 0.0014833511413111927 0.0010267078306532285 0.0012797665614900922 0.0010020811051951184 0.0010111271813239928 0.0012758711122810296
leaf_count=263 146 172 109 510 125 451 53 48 141 944 159
internal_value=0 -8.30681e-05 2.59295e-05 0.000397416 -0.000298864 -0.000641205 -0.000138686 0.000421564 -0.000290805 -0.000934632 0.00108944
internal_weight=0 0.0144081 0.0132878 0.00619838 0.00708946 0.00543536 0.00395201 0.0029253 0.00310773 0.00210565 0.00309064
internal_count=3121 2975 2803 2017 786 661 210 157 1348 1207 669
is_linear=0
shrinkage=0.00455379


Tree=1662
num_leaves=25
num_cat=0
split_feature=14 3 484 1213 1374 457 49 453 4 124 43 16 13 2 3 131 133 0 0 2 41 2 52 4
split_gain=0.000447498 0.000393405 0.00036458 0.000387716 0.00039145 0.000456112 0.000501678 0.000379379 0.000463649 0.000301432 0.000378933 0.000581395 0.000367201 0.000348258 0.000399627 0.000306623 0.000219617 0.000290641 0.000316575 0.000184262 0.000162044 0.000127127 8.24568e-05 7.30859e-05
threshold=0.076175000000000007 0.30112000000000005 -0.0068949999999999992 -1.0000000180025095e-35 -0.094929999999999987 0.080930000000000016 -0.083629999999999996 1.0000000180025095e-35 0.27044500000000005 0.11040000000000001 -0.074359999999999996 0.22339500000000004 -0.095304999999999987 0.11585500000000001 -0.0087149999999999988 0.098420000000000021 0.086365000000000011 -0.026509999999999995 -0.10324499999999999 0.081135000000000013 0.08178500000000001 0.090425000000000019 -0.11592499999999999 -0.014149999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 7 -7 8 9 10 15 12 21 14 -14 16 17 18 -6 -16 -10 -12 -13 -20
right_child=-2 -3 3 4 5 6 -8 -9 20 -11 11 22 13 -15 19 -17 -18 -19 23 -21 -22 -23 -24 -25
leaf_value=-0.00069212399020401069 -0.00093674466304183323 0.00095000986233427878 -0.00081333616613592566 -0.00080722936316658428 0.00058295530415600498 -9.125704969720433e-05 0.0012589675990920095 -0.00078649781186552873 0.00091302195614544773 0.00075909612301754571 6.3642389711104368e-05 -0.00067355985168008475 -0.0013068544501843049 0.00041998030741712889 0.00024353177012175769 0.00099679789126591958 -0.00057873131767635481 0.00086043899618642723 -8.8205788715856501e-05 -0.00062219082567868905 0.00015944166115411165 0.00080078883999131433 -0.0012903981492429478 -0.00066629498834106264
leaf_weight=0.0017981360397657927 0.0012283265822072833 0.0010392984431426546 0.0012479669004873952 0.0011598930774248109 0.0012935185725666543 0.0011112366517425087 0.0016118393874693928 0.0012616511178773484 0.0019423905609221017 0.0011295249659895026 0.0010552480480057139 0.0010010835807317681 0.0011328546668848347 0.00117773222879336 0.0011762072746251007 0.0010093431980143786 0.001017474882709396 0.0012243676244878517 0.0010020781730412098 0.0011744725065767625 0.0010511984299057531 0.0011896956247668955 0.0010734883733767298 0.0010928832562485391
leaf_count=474 101 130 460 50 30 52 110 60 181 18 30 152 511 33 21 63 216 37 121 51 36 31 24 129
internal_value=0 1.60131e-05 -1.87364e-05 2.75919e-05 6.97585e-05 0.000112628 0.000707966 3.54491e-05 8.79731e-05 -1.21879e-05 -6.796e-05 -0.000275011 -5.94104e-05 -0.000306817 -0.000552536 0.000212097 7.14241e-05 0.000214832 -1.84473e-05 -0.00018901 0.000648402 0.000454289 -0.000992743 -0.000389779
internal_weight=0 0.0289736 0.0279343 0.0261361 0.0248882 0.0237283 0.00272308 0.0210052 0.0197436 0.01675 0.0156204 0.00898078 0.00690621 0.00466127 0.00348353 0.00663967 0.00563032 0.00461285 0.00338848 0.00235068 0.00299359 0.00224494 0.00207457 0.00209496
internal_count=3121 3020 2890 2416 1956 1906 162 1744 1684 1467 1449 853 677 616 583 596 533 317 280 72 217 61 176 250
is_linear=0
shrinkage=0.00154607


Tree=1663
num_leaves=12
num_cat=0
split_feature=1 3 15 42 43 2 43 151 15 3 3
split_gain=6.67159e-05 0.000109208 0.000106955 9.78722e-05 9.33894e-05 0.000104154 0.000132777 0.000135468 0.000125189 7.10715e-05 0.000120145
threshold=0.12500000000000003 0.11296500000000002 0.091650000000000023 0.092620000000000022 -0.16318499999999997 0.099185000000000009 -0.0037449999999999996 -0.024429999999999997 -0.036009999999999993 0.090900000000000009 0.13524500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 -6 -8 -9 -7 -11
right_child=1 -3 -4 -5 5 9 7 8 -10 10 -12
leaf_value=0.0016419666325843923 0.0019991985039519359 -0.00047462044916622448 -0.0017944723285976149 -0.0014498291981606955 -0.0017912990593359605 0.0019859033141581624 0.0019085537349685254 -0.0018759700361494472 0.00058146592333782837 -0.00083738237134981343 0.0017418072044138367
leaf_weight=0.0012916508629280425 0.0013123093612675127 0.0010892457261711952 0.0012253072226160256 0.0013770643462699449 0.0018167508818240311 0.0010868361562089979 0.0010188034205386581 0.0012843245217928623 0.0014977918759585228 0.0014747377066033351 0.0010184039643759135
leaf_count=141 149 130 474 335 984 317 59 119 278 79 56
internal_value=0 0.000877177 -0.000169993 -2.25068e-06 0.000187791 -1.64223e-05 -0.000507033 0.000106817 -0.000552974 0.000753439 0.000216171
internal_weight=0 0.00240156 0.0130917 0.0118664 0.0104893 0.00919765 0.00561767 0.00380092 0.00278212 0.00357998 0.00249314
internal_count=3121 279 2842 2368 2033 1892 1440 456 397 452 135
is_linear=0
shrinkage=0.00577531


Tree=1664
num_leaves=21
num_cat=0
split_feature=14 1213 1447 453 4 15 47 151 13 52 4 4 12 16 16 4 43 1 16 2
split_gain=0.000485985 0.000370789 0.000214227 0.000341686 0.000315718 0.000383654 0.000282186 0.000321964 0.000362276 0.000410049 0.000434232 0.000318504 0.000293934 0.000258083 0.000248303 0.000245717 0.000272163 0.000388056 0.000207576 0.000176393
threshold=0.076175000000000007 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.40473500000000007 -0.14147499999999996 0.10783500000000001 -0.055494999999999996 -0.076599999999999988 0.10160000000000001 -0.082769999999999982 0.053925000000000008 0.081420000000000006 -0.061854999999999993 -0.072359999999999994 0.0061450000000000003 -0.084154999999999994 0.086560000000000012 -0.087989999999999985 0.096540000000000015
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 12 9 10 -9 15 -7 -8 -6 16 19 -18 -12 -10
right_child=-2 2 3 -5 14 6 13 8 11 -11 18 -13 -14 -15 -16 -17 17 -19 -20 -21
leaf_value=-0.00081052239497553474 -0.0009630707055169128 -0.00055494061133398189 -0.00073598573873563471 -0.00069973429188972727 0.001069301842691803 0.0010362159454262135 0.0011830498609674046 0.0013143224839501826 -0.00026606910387245644 -0.00040526563379862922 0.00058729827276456819 -0.00093907107792981438 -3.1434595258266612e-05 0.00021117955961790831 9.8673463049368619e-05 0.00036977851591392445 2.9262936672596448e-05 -0.0010795134690404955 -0.00030764799258279453 0.00057223369410887325
leaf_weight=0.0010878052256772788 0.0011206946623023564 0.0011277202476713396 0.0011751099847249124 0.0010971609320432609 0.0013799439654152701 0.0013151977901246789 0.0010102069210198295 0.0011431179481928844 0.0012039472205751514 0.0013332516695472862 0.0013081646203922936 0.0011655326814511147 0.0010042434673163403 0.0014983332562823462 0.0010065298553628135 0.0018165420828475595 0.001278544155938797 0.0015326016077549243 0.0010174491009772241 0.00102719679427421
leaf_count=477 101 241 136 78 205 137 40 41 127 140 74 127 181 65 66 55 323 265 186 56
internal_value=0 3.76128e-05 7.69718e-05 0.000108909 0.000150727 8.61908e-05 0.000140917 6.44566e-05 -2.76786e-05 0.000295164 0.000564383 -0.000220876 0.000573958 0.000602559 0.000659925 -9.88315e-05 -0.000267654 -0.000575228 0.000195762 0.000119877
internal_weight=0 0.0245286 0.0234408 0.0223131 0.0212159 0.0188294 0.0176543 0.0151458 0.0128263 0.00480198 0.00346873 0.00802436 0.00231944 0.00250854 0.00238647 0.00685883 0.00504229 0.00281115 0.00232561 0.00223114
internal_count=3121 3020 2543 2302 2224 1953 1817 1712 1394 441 301 953 318 105 271 826 771 588 260 183
is_linear=0
shrinkage=0.00148603


Tree=1665
num_leaves=21
num_cat=0
split_feature=14 1213 1374 457 484 1 13 40 42 52 15 16 4 43 3 4 16 3 16 43
split_gain=0.000431403 0.000358027 0.000362925 0.000346012 0.000370857 0.000349883 0.000286293 0.0005625 0.000387945 0.00038641 0.000399037 0.00029643 0.000333596 0.000336846 0.000477155 0.000377305 0.000274929 0.000209874 0.000145791 7.77706e-05
threshold=0.076175000000000007 -1.0000000180025095e-35 -0.094929999999999987 0.080930000000000016 -1.0000000180025095e-35 0.083135000000000014 -0.091559999999999989 0.05433000000000001 -0.098769999999999983 0.10160000000000001 -0.053579999999999996 -0.50859499999999991 0.27044500000000005 -0.074359999999999996 -0.074479999999999977 -0.083644999999999983 0.051380000000000002 -0.0087149999999999988 -0.074319999999999983 0.070450000000000013
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 -5 9 8 -8 10 -6 -10 13 14 15 -13 17 -15 -19 -12
right_child=-2 2 3 5 6 -7 7 -9 11 -11 19 12 -14 16 -16 -17 -18 18 -20 -21
leaf_value=-0.00077557834976943929 -0.00092592179216322208 -0.00080451625766843143 -0.00071710418501330425 -0.00012131949363980929 6.4751603748842835e-05 0.00098277156125258381 -0.00088399206244318702 0.001048489963234409 -0.00074630925418525988 -0.0003595420145971583 0.0007352525719823914 0.00042613269480070668 0.00074768877900892729 -0.00068453658901061602 0.0011391544472816001 -0.00061312837667211819 -0.00095131526148856409 -0.00032948281852869846 0.0003889906123178205 0.0012674461291879203
leaf_weight=0.0012146756021805529 0.001135102465251058 0.0010525679735398077 0.0013967295357573397 0.0010148088125596635 0.0019101996489665485 0.0018830479019070201 0.0013329191743602651 0.0010413269045705933 0.0011693352225582961 0.0012715195007441116 0.0013607003270763524 0.0018464098623844905 0.0013986332600048482 0.0010702324615123864 0.001073671257463717 0.0014197286451581304 0.0011882666479342274 0.0010664717907644672 0.0016571609856726004 0.0011761553337237274
leaf_count=477 101 53 446 71 125 130 116 35 68 58 67 77 125 455 98 335 196 28 41 19
internal_value=0 2.82887e-05 6.68376e-05 0.000104616 3.79947e-05 0.000596127 9.07737e-05 -2.41016e-05 -0.000108571 0.000377314 0.000587998 -2.16419e-05 5.74005e-05 -4.61681e-05 0.00026255 -2.56144e-05 -0.000315085 -0.000115813 0.000107664 0.000981992
internal_weight=0 0.0265446 0.0253299 0.0242773 0.0213795 0.00289786 0.0199827 0.0142642 0.0132228 0.00571857 0.00444706 0.0118899 0.0107206 0.00932194 0.00433981 0.00326614 0.00498213 0.00379387 0.00272363 0.00253686
internal_count=3121 3020 2543 2490 2289 201 1843 1574 1539 269 211 1423 1355 1230 510 412 720 524 69 86
is_linear=0
shrinkage=0.00151575


Tree=1666
num_leaves=24
num_cat=0
split_feature=14 1213 1374 160 4 16 484 52 157 453 484 50 0 160 4 15 48 0 0 2 42 12 4
split_gain=0.000615959 0.000573823 0.000547903 0.000555669 0.000387604 0.000751721 0.00031284 0.000327778 0.000320578 0.000307365 0.000325138 0.000381887 0.000323712 0.000398005 0.000273247 0.000435335 0.000325599 0.000257554 0.000713502 0.000452977 0.000329641 0.000271931 0.000225181
threshold=0.076175000000000007 -1.0000000180025095e-35 -0.094929999999999987 -0.40698999999999991 -0.49405499999999997 0.38525000000000004 0.085130000000000011 -0.40306999999999998 -0.072409999999999988 1.0000000180025095e-35 -1.0000000180025095e-35 0.10030500000000002 -0.23091999999999999 0.092865000000000017 0.40473500000000007 -0.11713499999999999 0.092805000000000012 -0.10096999999999999 -0.077999999999999986 0.10803500000000001 1.0000000180025095e-35 0.051320000000000005 0.056795000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 7 -6 -8 10 -9 12 -12 14 15 -14 17 20 -19 21 22 -20 -17
right_child=-2 2 3 4 6 -7 8 9 -10 -11 11 -13 13 -15 -16 16 -18 18 19 -21 -22 -23 -24
leaf_value=-0.00092271327939057429 -0.0010253757775531825 -0.00089592317465510165 -0.00093102027273729365 -0.0012096589449346524 -0.00059277277778314755 0.00051994970109097761 0.0013216870730424165 -0.00033342009266951487 0.00026544027576893057 -0.00054574148681139272 0.0010429242231407383 0.0010655081339061955 -0.00060465768411916961 -0.00060080097731810293 0.00089207906874816086 0.00057564423058260959 0.0010724462151770349 -0.00092805846060843881 0.0011766285345587589 -0.00043348059426892392 0.0012133348696248616 0.00024986837300791214 -0.00028877197748866651
leaf_weight=0.0013442089369178891 0.0012839363907199966 0.0012375769185979371 0.0010764958247514158 0.0012342700653507023 0.0012223073848061919 0.0010081394797367693 0.0010750340034189065 0.001921247400411232 0.0015486010403495945 0.0011498899425502742 0.0010477373558188579 0.0013643542214055717 0.0013433445886410428 0.0012882093959802896 0.0013730129427400881 0.0016868434441383818 0.0010656566898292761 0.0013738722934393223 0.0011914894354521383 0.0012660869777176842 0.0010449924403737043 0.0016920557699653394 0.0010991068697752127
leaf_count=477 101 53 202 76 196 66 86 413 145 54 33 85 84 100 155 58 60 372 58 54 26 133 34
internal_value=0 2.59452e-05 7.09887e-05 0.000115189 0.000158512 -0.000432064 0.000214264 0.000154171 0.000698237 0.000200032 0.000245749 0.000311838 0.00024538 0.00018745 0.000264749 0.000191528 0.000294171 0.00020551 1.58188e-07 0.000307475 0.000501588 0.000632808 0.000234617
internal_weight=0 0.0296545 0.0283103 0.0270727 0.0259963 0.00224241 0.0237538 0.0211302 0.00262364 0.0199079 0.018758 0.0168368 0.0154724 0.0144247 0.0131365 0.0117634 0.0104201 0.00935445 0.0055235 0.00414963 0.00383094 0.00288355 0.00278595
internal_count=3121 3020 2543 2490 2288 142 2146 1915 231 1719 1665 1252 1167 1134 1034 879 795 735 617 245 118 191 92
is_linear=0
shrinkage=0.00148603


Tree=1667
num_leaves=13
num_cat=0
split_feature=484 4 16 48 150 47 15 0 42 13 2 3
split_gain=6.84687e-05 0.000102677 8.52805e-05 0.000109323 0.000143002 8.12102e-05 0.000253004 0.00015753 0.000108609 0.000206136 5.55119e-05 5.18737e-05
threshold=-0.0068949999999999992 0.27044500000000005 -0.36241499999999999 0.016865000000000002 0.08882000000000001 0.10783500000000001 -0.0063699999999999989 -0.11013499999999998 0.086325000000000013 -0.0034749999999999994 0.092365000000000017 0.097915000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 10 6 -4 -8 9 -9 -5 -3
right_child=1 11 3 4 -6 -7 7 8 -10 -11 -12 -13
leaf_value=-0.0016289741755295458 -0.0017150121454087609 0.0024462311840129014 -0.0030554676505292703 0.0029963816146923528 -0.00086900926639292434 0.0011376590098851069 0.0021988451913942568 0.0014246139084366698 -0.0023818207525364214 -0.0018348924644085332 0.00091277904126410363 0.00039006269848014671
leaf_weight=0.0010335537649026538 0.001270231690184088 0.0010641238688408683 0.0014307643459555777 0.0011666760716802791 0.0010753317448215505 0.0013261571326706467 0.001113961546346744 0.0019163797973053859 0.0010348053390059342 0.0014355334003891239 0.0010084017373498955 0.0010131974116007747
leaf_count=503 102 221 463 170 79 57 85 375 432 320 189 125
internal_value=0 0.000102281 -0.000115733 6.07926e-05 0.00107118 -0.000336923 -0.000619048 1.46818e-05 -0.000539964 2.86558e-05 0.00203039 0.00144335
internal_weight=0 0.0148556 0.0127782 0.011508 0.00325041 0.0082576 0.00693144 0.00550068 0.00438672 0.00335191 0.00217508 0.00207732
internal_count=3121 2618 2272 2170 438 1732 1675 1212 1127 695 359 346
is_linear=0
shrinkage=0.00650394


Tree=1668
num_leaves=19
num_cat=0
split_feature=1213 14 45 124 402 4 2 157 159 160 151 12 13 4 4 15 3 43
split_gain=0.00046808 0.000241091 0.000248488 0.000272995 0.000306743 0.000300151 0.000375717 0.00033149 0.000308221 0.000314262 0.000339445 0.000301521 0.000212845 0.000170408 0.00034327 0.000173556 0.000126605 6.70715e-05
threshold=-1.0000000180025095e-35 0.062655000000000016 1.0000000180025095e-35 -0.043384999999999993 0.073745000000000019 -0.27825499999999997 0.10855000000000002 -0.077664999999999998 -0.22563499999999997 -1.0000000180025095e-35 -0.090369999999999992 -0.029094999999999999 -0.099939999999999987 -0.083854999999999985 0.0061450000000000003 -0.040439999999999997 0.090900000000000009 -0.074359999999999996
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 -7 -9 -10 -11 -12 -13 -14 -15 16 17 -16
right_child=1 -3 -4 4 -6 7 -8 8 9 10 11 12 13 14 15 -17 -18 -19
leaf_value=-0.001032945116102343 0.0007116752448850255 -0.00071136614586048152 -0.00071337374379011988 -0.00096693275566915333 0.00086900341603025769 0.00084246810517632433 0.00021623034800091496 0.00086156498719087786 -0.00070111950520739192 -0.00084473204116393701 -0.00069883751528478717 0.00073419806659329309 0.00066654187343960893 -0.0005956122944858176 0.00050244305780000988 -0.00024212208592523622 0.00085968255499842847 -4.8606284300813958e-05
leaf_weight=0.0011134286950292274 0.0017695350167879478 0.0010705785082947275 0.0010010973634848588 0.0016750123234936199 0.0011215074319878551 0.0013816737416283966 0.0011862112954528214 0.0010380679536924628 0.0016693028593475637 0.0010120839518044109 0.0010250970016379675 0.0017055392881268868 0.0011958753812959504 0.0017889740963866873 0.0010615142510703168 0.0014347453852019409 0.0011487768296234435 0.0012380177948756454
leaf_count=491 237 90 62 140 219 260 56 141 365 69 100 89 120 453 61 61 26 81
internal_value=0 3.43865e-05 6.99446e-05 0.0001065 5.20918e-05 2.73141e-06 -0.000476415 9.00546e-05 1.74473e-05 -4.85358e-05 4.52886e-05 0.000130279 0.000219059 0.000107391 7.17022e-06 0.000228008 0.000423616 0.00020577
internal_weight=0 0.0235236 0.022453 0.0214519 0.0196824 0.0185609 0.00286122 0.0156997 0.014318 0.0132799 0.0116106 0.0105985 0.00957344 0.0078679 0.00667203 0.00488305 0.00344831 0.00229953
internal_count=3121 2630 2540 2478 2241 2022 196 1826 1566 1425 1060 991 891 802 682 229 168 142
is_linear=0
shrinkage=0.00160853


Tree=1669
num_leaves=13
num_cat=0
split_feature=133 3 48 51 4 12 40 49 49 43 2 0
split_gain=7.00306e-05 0.000115944 0.000130755 0.000162749 0.000151003 0.000174922 0.000174439 0.000136437 0.000116015 0.000229387 9.68242e-05 0.000118721
threshold=0.10622000000000002 0.16158000000000003 0.11951500000000001 0.08955500000000001 0.40473500000000007 0.088615000000000013 -1.0000000180025095e-35 -0.053364999999999996 -0.017229999999999999 -0.074359999999999996 0.088850000000000012 -0.084269999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8 -7 -10 11 -9
right_child=-2 -3 -4 -5 -6 8 7 10 9 -11 -12 -13
leaf_value=-0.0011523915874609466 -0.0012306714446262126 0.0015355379217518964 -0.0017082970579095813 -0.0014167418015648041 0.0019380864990417252 0.00059984706253087905 -0.00055718987143411132 -0.00041381861363763239 -3.4625310158160766e-05 -0.0031047424203737408 0.0022577022654950507 0.0017986147510284985
leaf_weight=0.0011607324878977199 0.0010616639571668146 0.0012199995061976674 0.001065661066491864 0.0015289673721431843 0.0012155495995038535 0.0010031063125497397 0.001129650999203871 0.0011436169962794713 0.0013326642987964918 0.001062909181999333 0.0017447713083122984 0.001215777531821222
leaf_count=174 435 149 77 290 193 56 123 466 293 443 211 211
internal_value=0 7.98518e-05 -5.0699e-05 9.01906e-05 0.000299483 9.60968e-05 0.000576364 0.00095976 -0.000807517 -0.00139683 0.00137729 0.000726231
internal_weight=0 0.0148234 0.0136034 0.0125377 0.0110088 0.00979323 0.00639455 0.00523382 0.00339868 0.00239557 0.00410417 0.00235939
internal_count=3121 2686 2537 2460 2170 1977 1185 1011 792 736 888 677
is_linear=0
shrinkage=0.00492917


Tree=1670
num_leaves=21
num_cat=0
split_feature=14 1213 1374 457 11 13 52 132 39 13 0 16 16 15 3 49 4 2 16 457
split_gain=0.000483724 0.000433689 0.00033117 0.000354335 0.000337971 0.000335053 0.00054337 0.0004721 0.000300696 0.000251082 0.000214033 0.000437476 0.000309252 0.000463236 0.00026267 0.000162868 0.000160635 0.000150847 0.000269184 6.6566e-05
threshold=0.076175000000000007 -1.0000000180025095e-35 -0.094929999999999987 0.085360000000000005 0.088215000000000002 -0.084034999999999985 0.11434500000000002 0.080640000000000017 0.090190000000000006 -0.49353499999999995 -0.10151999999999999 0.41553500000000004 -0.27167499999999994 -0.11713499999999999 -0.12018999999999998 -0.006494999999999999 -0.097604999999999983 0.10060500000000001 -0.087989999999999985 0.094845000000000013
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 9 8 10 -4 12 14 -7 -14 -12 -15 -16 18 -11 -5
right_child=-2 2 3 19 -6 7 -8 -9 -10 17 11 -13 13 15 16 -17 -18 -19 -20 -21
leaf_value=-0.00083765119992448833 -0.00092138610517850301 -0.00074139573429457973 -2.7648343564497771e-05 0.00096129348353992566 -0.0007171981228852192 -0.00062936625854105848 -0.00056621019821096418 0.00086213903654826641 0.00043265275407601089 0.000878649787869411 -8.8220823569686453e-05 0.0003980014211612492 -0.00060788430687385548 9.4039420791728188e-05 -0.0005783484092913982 0.00080844093516782979 -0.0012892100192826018 0.0010508665276752966 -0.00010907765488162861 0.00042592831618812349
leaf_weight=0.0012270274155751484 0.0012516354503537821 0.0010688683435819959 0.0012731483890511264 0.0010287454563973611 0.0012032905357202131 0.0013653225087892906 0.0011542920459801653 0.0011645890098660452 0.0018045436966034481 0.0015479005758318731 0.0012088199447093349 0.0010789272653596027 0.0011523551312322411 0.0012204936962003643 0.0014760061432650927 0.0016675124723557443 0.0013386286123916562 0.0018079909776169689 0.0010048286563974157 0.0010227508580857858
leaf_count=477 101 53 45 68 98 56 119 174 140 101 56 117 39 35 95 46 868 112 246 75
internal_value=0 2.4563e-05 6.75887e-05 0.000104353 4.79699e-05 9.34031e-05 0.000362638 -4.22043e-05 -0.000127742 0.000552944 -0.000223978 -0.000442273 -1.79305e-05 0.000188686 -0.000667601 0.000506529 -0.000916431 0.000722453 0.000489851 0.000694393
internal_weight=0 0.025816 0.024589 0.0235201 0.0214686 0.0202654 0.00678816 0.0134772 0.0123126 0.00563387 0.0105081 0.00510238 0.00540568 0.00404036 0.00402345 0.00288801 0.00281463 0.00436072 0.00255273 0.0020515
internal_count=3121 3020 2543 2490 2347 2249 623 1626 1452 504 1312 1136 176 120 1019 81 963 459 347 143
is_linear=0
shrinkage=0.00148603


Tree=1671
num_leaves=22
num_cat=0
split_feature=14 1213 1374 457 11 160 13 132 52 4 0 47 3 15 52 15 4 4 52 2 2
split_gain=0.000580316 0.000479551 0.000368297 0.00041675 0.000287034 0.000269318 0.000319765 0.000513482 0.000411472 0.000330695 0.000349478 0.0003056 0.000355842 0.000321075 0.000299759 0.000268219 0.000214192 0.000460607 0.000176517 0.000149406 6.16808e-05
threshold=0.076175000000000007 -1.0000000180025095e-35 -0.094929999999999987 0.080930000000000016 0.088215000000000002 -0.24498999999999996 -0.083364999999999981 0.080640000000000017 0.096795000000000006 -0.27825499999999997 -0.026509999999999995 0.092530000000000015 -0.042499999999999989 0.035560000000000008 0.10160000000000001 -0.090344999999999995 -0.077679999999999985 0.24564500000000003 -0.0064899999999999992 0.10005000000000001 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
left_child=1 -1 -3 4 5 -4 14 8 9 -8 11 13 -13 18 16 -5 -7 19 20 -18 -11
right_child=-2 2 3 15 -6 6 7 -9 -10 10 -12 12 -14 -15 -16 -17 17 -19 -20 -21 -22
leaf_value=-0.00093758075922158819 -0.0010623876644041961 -0.00081644276086232845 -0.00067947682611954889 0.0012650014679900829 -0.00068663078897831175 0.0010605893665392285 -0.0010328297690996473 0.00095881908343946733 0.00051909988064753544 -0.00035554771159830155 0.00069922281227778778 -4.5383241978683187e-05 -0.0012659479028292822 -0.00076539488518111794 -0.00020845437005515588 0.00028609367591083697 -0.0004711049656220203 0.001186947896232709 0.0006036855566125891 0.00035382000216475278 0.00016946846627737791
leaf_weight=0.0011888000411446045 0.0012370196815063563 0.001077004372875833 0.001060204468378039 0.0010936078916063963 0.0012472550284527975 0.00158024524302669 0.0011607135176063777 0.0011546758631881824 0.0019583189575100865 0.0010937080189961064 0.0010123740439075563 0.0010155801842145484 0.0013040572804534634 0.0011255184013069242 0.001445641066130321 0.0017234164823096689 0.0010466828962815344 0.0010750322987436167 0.0014237491270719512 0.0010525345317144996 0.0010468560146497941
leaf_count=477 101 53 221 61 96 76 109 151 194 150 51 82 48 337 83 140 266 101 137 62 125
internal_value=0 2.15598e-05 6.77281e-05 0.000108043 3.24725e-05 7.83362e-05 0.000121775 -2.25806e-05 -0.000124296 -0.00026151 -0.000149904 -0.000272543 -0.000731562 -4.55081e-05 0.000408049 0.000666119 0.000595502 0.000363966 0.000181814 -5.74927e-05 -9.87853e-05
internal_weight=0 0.025886 0.0246972 0.0236202 0.0208031 0.0195559 0.0184957 0.0122956 0.0111409 0.00918256 0.00802184 0.00700947 0.00231964 0.00468983 0.00620014 0.00281702 0.00475449 0.00317425 0.00356431 0.00209922 0.00214056
internal_count=3121 3020 2543 2490 2289 2193 1972 1384 1233 1039 930 879 130 749 588 201 505 429 412 328 275
is_linear=0
shrinkage=0.00154607


Tree=1672
num_leaves=24
num_cat=0
split_feature=1213 14 1429 1374 160 484 1 47 13 457 1 43 4 12 42 3 13 43 43 1 2 484 0
split_gain=0.000609257 0.000483276 0.000416372 0.000370937 0.00038522 0.000368064 0.000319077 0.000364847 0.000345673 0.000414745 0.000325365 0.00031393 0.00030522 0.000282508 0.000275106 0.000281604 0.000279217 0.000274342 0.000246072 0.000264452 0.000134221 0.000121068 0.000115634
threshold=-1.0000000180025095e-35 0.076175000000000007 -1.0000000180025095e-35 -0.094929999999999987 -0.26568499999999995 0.085515000000000022 0.08592000000000001 0.087235000000000021 -0.083894999999999983 0.045365000000000009 0.13146500000000003 -0.51144999999999985 0.0082450000000000006 0.088725000000000012 0.088915000000000008 -0.10831999999999999 -0.47860499999999995 -0.084004999999999982 -0.023869999999999995 0.10612500000000001 0.11704500000000001 0.094965000000000008 -0.077809999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 11 8 13 12 18 -6 22 -8 15 -13 -17 -18 -9 -20 -14 -7 -10
right_child=1 -3 3 4 5 21 7 10 9 -11 -12 14 20 -15 -16 16 17 -19 19 -21 -22 -23 -24
leaf_value=-0.0009646630105952245 -0.00084397182084546094 -0.00089391318514178372 -0.00070283230689845361 -0.00071769850241613757 0.0005955137357852527 0.0011302854366640319 0.0014012021691208849 0.00020748902821015363 -0.00066606861336522669 0.00095041795496852489 0.00047728408174711225 0.00049896487347928767 9.9891998406394542e-05 0.00042124487539418236 -0.00089768248016630831 0.00024946920890463577 -4.3167679219642392e-05 -0.0009847996945364086 1.3562566713425704e-05 -0.00094960529783320619 0.00077951687209559784 0.00042080774908722962 1.1993909175607084e-06
leaf_weight=0.0013433626090130204 0.0010010695094220803 0.0011305626408482086 0.0011308915514298681 0.0010406367183020118 0.0011350507473650842 0.0010320313496201541 0.0012370606776888069 0.0015030232723338699 0.0011286964938883601 0.001430826445246669 0.001885281797309124 0.0012737917528595705 0.0013800310776892755 0.001260808997354701 0.0011032498796681167 0.0013603843067357914 0.001191331167681108 0.0014634755967138967 0.0010530708734652902 0.0014222097783953558 0.0011152285833231357 0.0010102513706357064 0.0010774453642627951
leaf_count=491 153 87 53 204 26 79 126 105 135 89 44 64 68 49 257 13 212 420 39 43 69 136 159
internal_value=0 3.94399e-05 7.81834e-05 0.000113371 0.00015014 0.00018767 0.000132798 0.000259181 0.000449712 0.00026362 -2.12463e-05 -0.000110549 5.46e-05 0.000906565 -0.000235923 -9.78838e-05 -0.00028723 -0.000562247 -0.000257495 -0.00053984 0.000403643 0.00077933 -0.000340185
internal_weight=0 0.0283664 0.0272358 0.0262348 0.0251039 0.0240632 0.022021 0.0144937 0.0086301 0.00613223 0.00586359 0.00752728 0.0047014 0.00249787 0.00639223 0.00528898 0.00401519 0.00265481 0.0039783 0.00247528 0.00249526 0.00204228 0.00220614
internal_count=3121 2630 2543 2390 2337 2133 1918 926 695 520 231 992 431 175 966 709 645 632 187 82 137 215 294
is_linear=0
shrinkage=0.00145689


Tree=1673
num_leaves=18
num_cat=0
split_feature=14 1213 160 474 13 52 3 1 42 43 42 3 457 0 15 4 4
split_gain=0.000461788 0.00041849 0.000252175 0.000216185 0.000213924 0.000250447 0.000372133 0.000273037 0.000506375 0.000216858 0.000301261 0.000348877 0.000209285 0.000262111 0.000437101 0.000179481 0.000150299
threshold=0.076175000000000007 -1.0000000180025095e-35 -0.24498999999999996 0.082665000000000002 -0.084034999999999985 0.10744000000000002 0.11296500000000002 0.12958500000000003 0.091735000000000025 0.16180500000000003 0.08623500000000002 0.097915000000000016 0.060310000000000009 -0.077999999999999986 -0.10091499999999999 -0.35136499999999998 -0.017809999999999996
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 9 6 7 8 12 10 11 -4 13 14 -6 -15 -13
right_child=-2 2 3 -5 5 -7 -8 -9 -10 -11 -12 16 -14 15 -16 -17 -18
leaf_value=-0.00072606284560771826 -0.00080373084284676493 -0.00052927183494885875 -0.00036695155363883591 0.00050699334244080582 0.00019709581676341319 0.0003903083518404703 -0.0006507376506648231 0.00049120294951582571 -0.00085241567533359994 -0.00025231967003557415 0.00072340847257994613 0.00077414998798885156 0.00038980311445808649 -0.00023254565665205553 -0.00069774425103311056 0.00042229152749867748 9.9019405543686125e-05
leaf_weight=0.0011088431486541142 0.0010977171398318655 0.0010873669747640804 0.0013831828391251367 0.0017237027136329788 0.0014615976160684543 0.0018441508877619093 0.0016493318681867217 0.0014217656406234772 0.0011869713819044067 0.0011661203688664301 0.0019911551978026576 0.0010363323524131829 0.0018100866419833439 0.0010014852144815123 0.0019974036554571695 0.0018290640285493253 0.0010035524210769697
leaf_count=477 101 223 161 348 111 161 65 75 229 44 187 31 124 106 390 195 93
internal_value=0 2.04899e-05 5.55766e-05 8.38334e-05 4.8736e-05 -3.71381e-05 -0.000100926 -1.62429e-05 -9.39321e-05 0.000234071 0.000338831 0.000115127 1.72208e-05 -9.00056e-05 -0.00031963 0.000190602 0.000442009
internal_weight=0 0.0247021 0.0235933 0.0225059 0.0207822 0.0142019 0.0123577 0.0107084 0.00928661 0.00658034 0.00541422 0.00342307 0.00809964 0.00628955 0.003459 0.00283055 0.00203988
internal_count=3121 3020 2543 2320 1972 1456 1295 1230 1155 516 472 285 926 802 501 301 124
is_linear=0
shrinkage=0.00124344


Tree=1674
num_leaves=20
num_cat=0
split_feature=1213 14 1374 44 474 457 11 130 3 15 15 15 13 2 52 13 0 16 15
split_gain=0.000530356 0.000475871 0.000361553 0.000314097 0.000292889 0.000273609 0.000268476 0.000251044 0.000246833 0.000265295 0.000247308 0.000380813 0.000280422 0.000387107 0.000383046 0.000290886 0.000264901 0.000372868 0.000166584
threshold=-1.0000000180025095e-35 0.076175000000000007 -0.094929999999999987 1.0000000180025095e-35 0.082665000000000002 0.088350000000000026 0.088215000000000002 -0.0015749999999999998 -0.12018999999999998 -1.0000000180025095e-35 0.095175000000000023 0.088345000000000021 0.24813000000000004 0.11293500000000002 0.10160000000000001 -0.073839999999999975 -0.055064999999999996 -0.056919999999999991 -0.095244999999999982
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 -4 9 -9 11 12 13 14 16 -15 17 18 -10
right_child=1 -3 3 -5 -6 -7 -8 8 10 -11 -12 -13 -14 15 -16 -17 -18 -19 -20
leaf_value=-0.00096948103820786462 -0.00079899595989623329 -0.00094136415983675351 -0.00058180975111926658 -0.00068946618741859791 0.00072609054725803423 0.00067228055028077725 -0.00068813296751206671 0.0011540814961345292 0.00030906030770619819 0.00017514788494592433 -0.00054207511768670537 0.00090346316238443085 0.00064256309465827055 0.0010113874667001406 -0.00094598366848129198 -6.5246651292932459e-05 0.00040662276231521262 -0.00085603186107847137 -0.00039103233814779566
leaf_weight=0.0012391470865041601 0.0010166589183331345 0.0010755980392296296 0.0011626898760732562 0.0010466572695193568 0.0017556039905187162 0.0016604076730432618 0.0010472809706421051 0.0010002229748773406 0.0019471122568541777 0.0015723390083053268 0.0013806963144680226 0.0012373042197555426 0.0014698231197656239 0.0011574117383144067 0.0012931718228332001 0.0010632515960194997 0.001900335979276563 0.0015204130220467793 0.0012213265921637391
leaf_count=491 53 87 202 60 331 102 81 46 122 73 225 171 38 122 164 104 114 332 203
internal_value=0 2.60213e-05 6.85736e-05 0.000106209 0.000143405 9.38278e-05 4.3206e-05 8.59323e-05 0.000132246 0.000555761 5.54699e-05 0.000119874 3.60972e-05 -5.21336e-05 -0.000206528 0.000495896 -6.14044e-05 -0.00025109 3.91981e-05
internal_weight=0 0.0255283 0.0244527 0.023436 0.0223894 0.0206338 0.0189734 0.0179261 0.0167634 0.00257256 0.0141908 0.0128102 0.0115728 0.010103 0.00788236 0.00222066 0.00658919 0.00468885 0.00316844
internal_count=3121 2630 2543 2490 2430 2099 1997 1916 1714 119 1595 1370 1199 1161 935 226 771 657 325
is_linear=0
shrinkage=0.00148603


Tree=1675
num_leaves=23
num_cat=0
split_feature=1213 160 14 1374 43 40 133 457 4 484 50 48 0 13 151 3 2 15 376 457 47 15
split_gain=0.000482874 0.000383215 0.000373477 0.000361628 0.000312162 0.000304877 0.000435344 0.000316633 0.000259741 0.00024839 0.000295643 0.000352776 0.000357731 0.000359414 0.000289115 0.000183063 0.000386296 0.000601725 0.000118942 9.64999e-05 2.04249e-05 1.92409e-05
threshold=-1.0000000180025095e-35 -0.26568499999999995 0.076975000000000002 -0.094929999999999987 0.24789500000000006 -0.074429999999999982 -0.085499999999999979 0.08597500000000001 -0.49013999999999996 -0.0068949999999999992 0.088280000000000011 0.085875000000000021 -0.22491999999999998 -0.094514999999999988 -0.0056149999999999993 -0.10519499999999998 0.086950000000000013 -0.016799999999999995 0.081970000000000015 0.094845000000000013 0.10350500000000001 -0.096999999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 18 -7 8 -8 -10 11 12 -11 -14 -13 -15 17 20 -5 -9 -17 -16
right_child=1 2 -4 4 -6 6 7 19 9 10 -12 14 13 15 21 16 -18 -19 -20 -21 -22 -23
leaf_value=-0.00089331636741222555 -0.0008229677586915025 -0.00070271344508641585 -0.0007589396047429631 0.00035103069819548201 -0.0006033154710869366 0.00090209320647325036 -0.00067690224840812844 0.00089928651417931079 -0.00058910176622954799 0.00089668913582580014 0.00075556048033563862 -0.00097279835528247529 0.0006047691640448541 0.00028261039052640948 7.4193631656765724e-05 -0.00031814345658837248 -0.00086279659064175435 0.00071314180974701676 0.0010428972740987486 0.00028515497754383215 -0.00059704648948634116 -0.00020470014057806141
leaf_weight=0.0012118632537899124 0.0010362309440481157 0.001095873961510562 0.0010801411845386957 0.0010006534501229283 0.0011077666541573486 0.0013573487270212769 0.0010832125652448987 0.001034203871633165 0.0011630476634558176 0.0011957181587263161 0.001268911011493846 0.0011060900320813971 0.0019683723606533868 0.0019797442502158475 0.0010165079652677544 0.0010037502256535491 0.0014160080019318122 0.0014926853602490716 0.0010273968810940726 0.0010539228892945118 0.0011487530021252468 0.0010022432125076372
leaf_count=491 231 53 73 120 147 172 121 49 375 21 142 71 93 102 42 76 337 147 100 67 33 58
internal_value=0 2.85705e-05 6.30357e-05 9.92417e-05 0.000136757 0.00017349 0.000120712 6.46938e-05 -3.39464e-07 4.61565e-05 9.67659e-05 3.40532e-05 0.000162632 6.52082e-05 -0.000385858 -8.5632e-05 -0.000229674 1.62682e-05 0.000701526 0.000589321 -0.000466989 -6.42679e-05
internal_weight=0 0.0266386 0.0256024 0.0245222 0.0234263 0.0223186 0.0202905 0.0189332 0.016845 0.0157618 0.0145988 0.0133299 0.010205 0.00900931 0.00312484 0.00704094 0.0050612 0.00364519 0.00202805 0.00208813 0.0021525 0.00201875
internal_count=3121 2630 2399 2326 2273 2126 1906 1734 1618 1497 1122 980 809 788 171 695 593 256 220 116 109 100
is_linear=0
shrinkage=0.00142833


Tree=1676
num_leaves=12
num_cat=0
split_feature=41 2 1 52 42 0 3 4 2 16 3
split_gain=8.06633e-05 9.28595e-05 6.87513e-05 0.000104279 0.00011423 0.000153984 0.000184291 0.000182281 0.000297999 0.000202578 0.000162931
threshold=0.078475000000000017 -1.0000000180025095e-35 0.14000500000000002 0.11434500000000002 -0.0060199999999999993 -0.11756999999999999 0.12178000000000001 0.09173000000000002 0.10672500000000001 0.16703000000000004 0.090900000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 10 8 9 -7 -6
right_child=-2 2 -4 -5 5 7 -8 -9 -10 -11 -12
leaf_value=0.0014104636300843378 -0.0013065544980332263 -0.0010725948884405785 0.0011127310688991083 -0.0011742652382395232 -0.0007763253270671955 0.00049052246518421479 -0.0018427691010783889 0.0025489566596799051 0.0023883178020028752 -0.0020827093683519929 0.0013180789836032933
leaf_weight=0.00108340679257169 0.0010140585301754426 0.0017464120932776219 0.0010981378284688906 0.001821584082330783 0.0017510990855069139 0.0018940559165781653 0.0013692934883202668 0.0010674659049128565 0.0011608687291146946 0.0010773237648187689 0.0015914799476135499
leaf_count=177 148 719 90 440 143 787 68 85 177 209 78
internal_value=0 7.22539e-05 -2.7201e-05 -0.000120068 4.46528e-05 0.000241511 -0.000378834 0.000803654 0.000352798 -0.000442446 0.000220869
internal_weight=0 0.0156611 0.0145777 0.0134796 0.011658 0.00991159 0.00471187 0.00519971 0.00413225 0.00297138 0.00334258
internal_count=3121 2973 2796 2706 2266 1547 289 1258 1173 996 221
is_linear=0
shrinkage=0.00473777


Tree=1677
num_leaves=21
num_cat=0
split_feature=14 1213 44 3 40 48 0 15 0 3 40 52 13 3 0 0 51 48 1 1
split_gain=0.000408625 0.000362107 0.000235546 0.000346256 0.000221173 0.000369678 0.000332596 0.000470822 0.000249945 0.000338178 0.000279909 0.000407019 0.000489119 0.000540229 0.000284182 0.000350247 0.000216073 0.000198575 0.00018181 0.000100199
threshold=0.076175000000000007 -1.0000000180025095e-35 0.084760000000000016 0.20828500000000003 -0.073884999999999992 0.12879500000000002 -0.10607499999999999 -0.077844999999999984 -0.084269999999999984 -0.077774999999999983 0.05433000000000001 0.11434500000000002 -0.091054999999999983 -0.074084999999999998 0.12113000000000002 -0.059114999999999994 0.086685000000000012 0.083985000000000018 0.091615000000000016 0.077845000000000011
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 19 6 7 16 9 -8 11 12 -10 14 15 -14 17 -6 -9 -3
right_child=-2 2 -4 -5 5 -7 8 18 10 -11 -12 -13 13 -15 -16 -17 -18 -19 -20 -21
leaf_value=-0.00078729367498700509 -0.0009174751101389114 0.00017434538218719236 -0.00065266126271744959 0.00090179837396860162 -0.00013262644266805195 -0.00084080702366795394 -0.0011687470690352562 0.00037106164457358917 0.00078709396251942353 -4.7884766810532535e-05 0.00070959488415214193 -0.00085148541312801218 -0.00010650258911571959 -0.00097103264136648849 -0.00050670615759175832 0.00088557637859958507 -0.00050764306921839957 0.00059113441773247458 0.0012036249273781061 0.00082825170583220443
leaf_weight=0.0011892820987398347 0.001085695094439564 0.0010222332874612041 0.0010030413894455128 0.0010867981693967179 0.001713659754821073 0.0011037930266872822 0.001045630156404187 0.0010224620938052908 0.0015583903204578987 0.0013775167258356031 0.0010950956258088682 0.0013080416071154233 0.001763997049859199 0.0013571742435266546 0.0012257565221795996 0.0014171915139440383 0.0012285054476661728 0.0016366069318642928 0.0013360985038914919 0.0010479700094018912
leaf_count=477 101 33 48 131 76 53 515 55 43 126 32 229 507 188 90 103 31 45 56 182
internal_value=0 1.33674e-05 5.24726e-05 8.27669e-05 4.27796e-05 -4.65206e-06 4.37046e-05 0.0003033 -0.000104532 -0.000531556 1.86082e-06 -8.79407e-05 4.84536e-05 -0.000151246 0.000101218 0.00033546 2.54513e-05 0.000220931 0.0008427 0.000505363
internal_weight=0 0.0255392 0.02435 0.0233469 0.0222601 0.0201899 0.0190861 0.00693733 0.0121488 0.00242315 0.00972565 0.00863055 0.00732251 0.00576412 0.00440695 0.00318119 0.00457877 0.00335027 0.00235856 0.0020702
internal_count=3121 3020 2543 2495 2364 2149 2096 263 1833 641 1192 1160 931 888 700 610 152 121 111 215
is_linear=0
shrinkage=0.00148603


Tree=1678
num_leaves=22
num_cat=0
split_feature=1213 14 1374 457 1 13 132 52 43 39 15 151 15 0 49 1 4 16 16 2 52
split_gain=0.00051145 0.000421246 0.000396542 0.000385157 0.000295633 0.000292048 0.000573189 0.000421976 0.000379053 0.00031172 0.000338394 0.000269656 0.000395107 0.000249485 0.000236594 0.000308442 0.000272375 0.000234453 0.000347093 0.000248423 0.000231974
threshold=-1.0000000180025095e-35 0.076175000000000007 -0.094929999999999987 0.080930000000000016 0.086105000000000015 -0.084034999999999985 0.080640000000000017 0.11434500000000002 0.16180500000000003 0.0046100000000000004 -0.016799999999999995 -0.033849999999999991 -0.03241999999999999 -0.11242999999999999 0.055245000000000009 0.10781 -0.077679999999999985 -0.056919999999999991 0.052820000000000013 0.091055000000000011 0.091275000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 7 9 8 14 11 -11 -7 17 -14 15 16 -4 19 -19 -13 -15
right_child=1 -3 3 4 -6 6 -8 -9 -10 10 -12 12 13 20 -16 -17 -18 18 -20 -21 -22
leaf_value=-0.0009036961729292774 -0.00080429612722715093 -0.00087016576703666064 0.00094678559966886156 3.2535307780817856e-06 0.0009749687358408932 -0.00096620836586025678 0.00088735522269633082 -0.00052285218141769334 -0.00029796545335902314 -0.00019003573092275065 0.00089866744518975444 -0.00012035447936251666 3.4904604649825444e-05 -0.0010828636321131672 -1.8548089975903409e-05 0.0014403506574218292 3.6147587476827566e-05 -0.00087133546169052369 0.00029126127809259188 0.00071709743698491655 -0.00026620718108828919
leaf_weight=0.0013060128461249145 0.0010601085448165284 0.0010585029665217674 0.0014922561949961555 0.0010632307786613273 0.0017722878452489099 0.0010887242846766019 0.001185595258991091 0.0011739252285962731 0.0012120652630178697 0.0013540334962490186 0.0010968709626109083 0.0013949727523741573 0.0011935217122882574 0.0018137909862547888 0.0010020165386254165 0.0010718279759257543 0.0013084383259405431 0.0011007420304067466 0.0010796902964535018 0.001630777489364299 0.0012450361757238015
leaf_count=491 53 87 69 76 125 93 173 118 44 153 37 84 35 479 125 110 164 94 180 111 220
internal_value=0 3.0291e-05 6.79051e-05 0.000105987 0.000610606 3.92629e-05 -8.238e-05 0.000276898 0.000431146 -0.000170832 0.000297199 -0.00027959 -0.000200557 -0.000530029 0.000612441 0.000775709 0.000521351 6.85515e-05 -0.000295649 0.000331004 -0.000750459
internal_weight=0 0.0263984 0.0253399 0.0242798 0.00283552 0.0214443 0.0141838 0.00726053 0.0060866 0.0129982 0.0024509 0.0105473 0.00945853 0.00425235 0.00487454 0.00387252 0.00280069 0.00520618 0.00218043 0.00302575 0.00305883
internal_count=3121 2630 2543 2490 201 2289 1659 630 512 1486 190 1296 1203 734 468 343 233 469 274 195 699
is_linear=0
shrinkage=0.00145689


Tree=1679
num_leaves=13
num_cat=0
split_feature=147 484 42 47 13 43 159 52 43 1 52 4
split_gain=7.58307e-05 0.000105684 0.000108788 0.000157239 0.000189617 0.000155988 0.000161152 0.000137422 0.000151332 0.000275742 8.71361e-05 6.49308e-05
threshold=0.088610000000000008 -1.0000000180025095e-35 0.10256000000000001 0.11069000000000002 0.17001000000000002 -0.14968999999999996 0.076905000000000015 0.11434500000000002 -0.0037449999999999996 0.091195000000000012 -0.0064899999999999992 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 8 -7 10 -10 -11
right_child=-2 2 -4 -5 -6 6 -8 -9 9 11 -12 -13
leaf_value=-0.0021162112574728189 0.0017158079472057168 0.0026020925136425732 -0.0019202508498361952 0.0020366995093470978 -0.0027649481472081117 -0.0017869621021258013 0.0017347899211624838 -0.0026403396717129654 0.00019711221538966131 -0.0024254171407939742 0.0025352790612231651 -0.00027096167713740459
leaf_weight=0.0010542249835632086 0.0010048596606997686 0.0010081717389685005 0.0011339600361216099 0.0016843879659784325 0.0010219826427925746 0.0017677941478310743 0.0017073645270617452 0.0010654432499315331 0.0010305306302783312 0.0010735844275355788 0.0019499701443760576 0.001318421980109008
leaf_count=503 127 77 299 109 115 756 296 256 66 145 293 79
internal_value=0 -0.000126753 1.53272e-05 0.000176387 -8.59774e-05 0.000164713 -8.31704e-05 -0.000461432 -0.000136306 0.000406834 0.00172684 -0.00123793
internal_weight=0 0.0158158 0.0147616 0.0136277 0.0119433 0.0109213 0.00991311 0.00820574 0.0071403 0.00537251 0.0029805 0.00239201
internal_count=3121 2994 2491 2192 2083 1968 1891 1595 1339 583 359 224
is_linear=0
shrinkage=0.00650394


Tree=1680
num_leaves=23
num_cat=0
split_feature=1213 14 3 124 402 4 157 48 40 52 159 160 457 0 15 0 12 43 16 151 4 1
split_gain=0.000589458 0.000577401 0.000379737 0.000409308 0.000394988 0.00043192 0.000514724 0.000484478 0.000542874 0.000477144 0.000312065 0.000391436 0.00035766 0.000503944 0.000264644 0.000239731 0.000222526 0.000210569 0.00015108 0.000142808 0.000135863 9.67151e-05
threshold=-0.080769999999999995 0.076175000000000007 0.30112000000000005 -0.043384999999999993 0.073745000000000019 -0.27825499999999997 -0.073574999999999988 0.12649500000000002 -0.063404999999999989 0.10744000000000002 -0.22563499999999997 -1.0000000180025095e-35 -0.0029299999999999994 -0.10607499999999999 -0.077219999999999983 -0.077999999999999986 0.086915000000000006 -0.14968999999999996 0.0039400000000000008 -0.0077149999999999988 -0.46376499999999993 0.10124500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 18 5 9 -7 8 -8 20 -10 -12 -13 14 19 16 -15 -17 -2 -14 -5 -19
right_child=1 -3 -4 4 -6 6 7 -9 10 -11 11 12 13 15 -16 17 -18 21 -20 -21 -22 -23
leaf_value=-0.00105436893826226 0.00025502700366573748 -0.00094794495861915892 0.00091171242539831322 -0.0012563946515008605 0.00073852073188060961 0.00070796920680062981 -0.00095705996322296223 -0.00094979804319353725 0.00075890416992114272 0.00017067151883857411 -0.00060616209214053678 -0.0005895061083661656 -8.9677482733266204e-05 -3.0573451734968212e-05 0.0010395072186990711 0.0006366147576581223 -0.00082349980846820471 -0.00038757836687294773 0.0010088963493261503 0.00056254606736141812 -0.00057203024213122431 0.00020828694410881282
leaf_weight=0.0010278454046475085 0.0010509766234069176 0.0011461828240553187 0.0010043842524443116 0.0010688544854291493 0.0012799341177488618 0.0019330030204242057 0.0010662965327239418 0.0011082563972868434 0.00121009235354655 0.0012991913619226914 0.0017264162274979325 0.0012864572987344456 0.0010795295376055947 0.0016780990347100514 0.0014934979105944938 0.0012925129711369721 0.0011834602339970135 0.001032298741592455 0.0010342627784469816 0.0016870046308721243 0.0012159244252458691 0.0011068429484851761
leaf_count=325 169 96 130 140 229 292 84 52 132 32 327 58 24 155 57 32 330 259 59 41 34 64
internal_value=0 2.53788e-05 6.69481e-05 3.41037e-05 -1.81279e-05 -6.12323e-05 2.33514e-05 -5.472e-05 7.89488e-06 -0.0005069 7.7529e-05 1.67506e-05 0.000107581 0.000192557 0.000564482 -5.92078e-05 -0.000358505 0.000190368 0.00062894 0.000308042 -0.000892186 -7.92634e-05
internal_weight=0 0.0279835 0.0268373 0.0258329 0.0237477 0.0224677 0.0188838 0.0169508 0.0158425 0.00358397 0.0147762 0.0135661 0.0118397 0.0105532 0.00426003 0.00629321 0.00286156 0.00343165 0.00208524 0.00276653 0.00228478 0.00213914
internal_count=3121 2796 2700 2570 2342 2113 1907 1615 1563 206 1479 1347 1020 962 122 840 485 355 228 65 174 323
is_linear=0
shrinkage=0.00140032


Tree=1681
num_leaves=21
num_cat=0
split_feature=14 1213 124 402 4 13 132 4 453 43 0 15 12 16 4 160 15 43 16 2
split_gain=0.000512101 0.000491826 0.000266964 0.000345964 0.000296183 0.000314373 0.000448685 0.000339408 0.000273075 0.000316597 0.000304787 0.000303163 0.000263387 0.000232313 0.000407023 0.000551058 0.000229578 0.00019782 0.000179474 0.000101647
threshold=0.076175000000000007 -1.0000000180025095e-35 -0.043384999999999993 0.073745000000000019 -0.51843499999999987 -0.23438999999999996 0.079970000000000013 -0.27825499999999997 1.0000000180025095e-35 -0.079109999999999986 -0.036484999999999997 0.083935000000000023 -0.092484999999999984 -0.096824999999999981 0.0061450000000000003 0.088755000000000014 -0.10203999999999998 -0.25681499999999996 -0.36241499999999999 0.10882500000000002
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 12 4 -4 19 7 -7 9 11 13 17 -3 18 -15 16 -16 -9 -11 -6
right_child=-2 2 3 -5 5 6 -8 8 -10 10 -12 -13 -14 14 15 -17 -18 -19 -20 -21
leaf_value=-0.00083976175379512318 -0.00093179382503686162 -1.6223484822177891e-05 -0.00073879465806088104 0.00072728184192246933 0.00022516990372302699 -0.00072318901475170567 0.00067446292219333214 -0.00023990329663804699 -0.00073913354232641836 8.1714331022160201e-05 0.00080113962801274486 0.00018987791269351622 0.00093421319412524987 -0.00065140977097541983 -0.00067312155531654735 0.0010266810292293154 0.00015854182764440646 -0.0010226044086447193 0.00077996437485275622 0.00082428798355501536
leaf_weight=0.0012360938057610063 0.0011517143334411886 0.0010184734787320737 0.0010786016967179136 0.0012744838460528934 0.0011650656210326861 0.0016220615182039799 0.0015440246719779773 0.0013024078481773671 0.001043118846765446 0.0018083790406417943 0.0011964123083643323 0.0014084983282232066 0.0013034878534883545 0.0018870587607569553 0.0011077240301755609 0.0010150454753019567 0.0015781042250081201 0.0012322839707932806 0.0012013576106043823 0.0010609706424045129
leaf_count=477 101 83 46 223 34 146 193 38 53 91 52 107 164 506 57 26 88 464 98 74
internal_value=0 2.23517e-05 6.52394e-05 1.86378e-05 -2.38614e-05 1.43652e-05 -4.72015e-05 -0.000115134 -4.8404e-05 4.04547e-06 0.000138933 -0.000330988 0.000517327 4.67835e-05 -0.000122149 0.000147719 -0.000184464 -0.000620427 0.000360426 0.000510721
internal_weight=0 0.0260837 0.0248476 0.0225256 0.0212511 0.0201725 0.0179465 0.0164025 0.0147804 0.0137373 0.00979408 0.00394319 0.00232196 0.00859767 0.00558793 0.00370087 0.00268583 0.00253469 0.00300974 0.00222604
internal_count=3121 3020 2543 2296 2073 2027 1919 1726 1580 1527 918 609 247 866 677 171 145 502 189 108
is_linear=0
shrinkage=0.00140032


Tree=1682
num_leaves=22
num_cat=0
split_feature=1213 14 160 1374 3 124 484 50 48 0 40 4 484 52 1 1 0 3 4 12 15
split_gain=0.000535383 0.000449929 0.000456074 0.000367461 0.000273928 0.000301091 0.000312594 0.000511914 0.000675802 0.000597263 0.000279634 0.000210071 0.000286067 0.000257227 0.00033189 0.000203646 0.000188165 0.000475417 0.000165444 0.000150935 5.62672e-05
threshold=-1.0000000180025095e-35 0.076175000000000007 -0.40698999999999991 -0.094929999999999987 0.30112000000000005 -0.043384999999999993 -0.0068949999999999992 0.10030500000000002 0.11951500000000001 -0.17169499999999996 -0.067184999999999981 -0.49405499999999997 0.084040000000000017 -0.40306999999999998 0.10920500000000001 0.096125000000000016 -0.10096999999999999 -0.082094999999999987 0.0061450000000000003 0.088485000000000022 -0.037864999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 -7 8 9 18 -11 -12 13 -13 15 16 -15 19 -8 -18 -16
right_child=1 -3 3 4 -6 6 7 -9 -10 10 11 12 -14 14 20 -17 17 -19 -20 -21 -22
leaf_value=-0.0010502429036267468 -0.00098947885991336536 -0.00097288055937057045 -0.00081933892458068043 0.00074232583610577745 0.0010070563585607686 -0.00063070816545848416 0.00034471063400133019 0.001127175405718433 -0.0012366528021631512 -0.00071250063194754131 -0.00064105292691473857 -0.00073380364367962175 0.00074398671922885375 0.00054318646628910994 0.0004251906026589498 -0.000684543913948492 -0.00010353593248180868 -0.00086028093260467832 0.0011456798563713661 0.00065159813281789251 0.00096112676416429659
leaf_weight=0.0012732230924588908 0.0010278769123545908 0.0011358669557075532 0.0010615817154988596 0.001980933006609841 0.0010014170258840762 0.0015712408393677288 0.0011723595428065796 0.0012940191773050938 0.0010225488369641758 0.0013446177438849452 0.0010219728347866585 0.0010664816513578793 0.0017649986684891142 0.0016392990160194413 0.0010720384624960388 0.0011491115139801167 0.0013911905947219198 0.0014901280376799879 0.001701965937771277 0.0014605881054214898 0.0010378522219436359
leaf_count=491 202 87 53 222 127 446 27 80 49 77 93 150 164 61 61 47 195 238 55 179 17
internal_value=0 3.81063e-05 8.18158e-05 0.000125436 0.00016691 0.000130616 7.3459e-05 0.000129825 5.9436e-05 0.000135988 1.89275e-08 7.31892e-05 0.000133656 2.91381e-05 0.000117195 -5.19504e-05 6.95837e-05 -0.000109226 0.000818986 0.000283219 0.000688817
internal_weight=0 0.0274081 0.0262722 0.0252443 0.0241828 0.0231813 0.0212004 0.0196292 0.0183352 0.0173126 0.0144383 0.0130937 0.0120717 0.0103067 0.00924021 0.00713032 0.00598121 0.00434191 0.00287433 0.00285178 0.00210989
internal_count=3121 2630 2543 2341 2288 2161 1939 1493 1413 1364 1282 1205 1112 948 798 720 673 612 82 374 78
is_linear=0
shrinkage=0.0016407


Tree=1683
num_leaves=13
num_cat=0
split_feature=43 40 47 4 0 1 13 13 457 1 4 16
split_gain=9.09625e-05 0.000135219 0.000105109 0.000112924 0.000109545 0.000183707 0.000123662 0.000114737 0.000102405 0.000132398 0.000132363 6.99733e-05
threshold=0.21122500000000002 -0.073884999999999992 0.13148500000000005 -0.27825499999999997 -0.060129999999999996 0.085110000000000005 -0.094514999999999988 -1.0000000180025095e-35 0.080930000000000016 0.095285000000000022 0.053925000000000008 -0.014754999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 11 -7 -6 9 -8 -11 -5
right_child=-2 2 -4 4 7 6 8 -9 -10 10 -12 -13
leaf_value=0.0015241919394812368 -0.0015030543434794415 -0.0011139385299134788 -0.0015936400896893834 -0.0021392659216428046 0.00016740097489499793 0.0017123701666734801 -0.0017577871096203547 0.0025242907851709992 0.0012267678503551597 0.0017384218070270986 -0.00053548334532505513 -0.00031534227664649025
leaf_weight=0.0015417264286281115 0.0010148687828617766 0.0018806808066613159 0.0011046509010916869 0.0011850078981700341 0.0011542748403694236 0.001493878307089247 0.0012399882272166873 0.0010261282545792364 0.0014598104710188409 0.0010173466875117443 0.0019904516319516063 0.0010375075618701468
leaf_count=238 198 205 54 906 140 148 324 107 71 120 120 490
internal_value=0 7.983e-05 -7.27987e-05 5.17834e-05 0.000240708 1.03914e-06 0.000398809 0.00127659 5.50034e-05 -0.00034769 0.000233634 -0.00128783
internal_weight=0 0.0161315 0.0145897 0.0134851 0.0116044 0.00942399 0.00720148 0.0021804 0.0057076 0.00424779 0.0030078 0.00222252
internal_count=3121 2923 2685 2631 2426 2179 783 247 635 564 240 1396
is_linear=0
shrinkage=0.00512831


Tree=1684
num_leaves=13
num_cat=0
split_feature=41 2 16 2 50 150 48 15 4 13 47 2
split_gain=7.59004e-05 7.28027e-05 7.20154e-05 9.40076e-05 9.48361e-05 9.66983e-05 0.000121328 0.000170277 0.000265213 0.000200224 0.000199747 4.37321e-05
threshold=0.078475000000000017 -1.0000000180025095e-35 -0.36241499999999999 0.12198500000000001 0.088425000000000017 0.086615000000000011 0.083985000000000018 -0.016799999999999995 -0.031404999999999995 -0.0034749999999999994 0.10783500000000001 0.10882500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 11 4 5 6 7 10 9 -9 -4 -3
right_child=-2 2 3 -5 -6 -7 -8 8 -10 -11 -12 -13
leaf_value=0.0015859371561004619 -0.0015916572365431761 -8.6651093896068513e-05 -0.0031758929514440967 0.001505167487469074 -0.0016884887240796124 -0.0011423421520758107 0.0019527376875263438 0.0013139757469245437 0.0034489538025203599 -0.001641356332501998 0.00041014466807559147 -0.0017590779756188515
leaf_weight=0.0010907415542535511 0.0010348066167765726 0.0010280219658926866 0.0010565968172810501 0.0016231935264051653 0.0011352436935092173 0.001734160378065259 0.0015174498172025874 0.0017838472289814656 0.001016885024420322 0.001544091124490693 0.0011950865443495773 0.0012519323101738006
leaf_count=177 148 126 295 209 481 173 247 648 75 327 66 149
internal_value=0 8.75162e-05 -2.22738e-05 0.000155455 -4.40149e-05 0.000145552 0.000420808 6.84056e-05 0.000763372 -5.72342e-05 -0.00127259 -0.00100499
internal_weight=0 0.0159772 0.0148865 0.0126066 0.0109834 0.00984812 0.00811396 0.00659651 0.00434482 0.00332794 0.00225168 0.00227995
internal_count=3121 2973 2796 2521 2312 1831 1658 1411 1050 975 361 275
is_linear=0
shrinkage=0.00600863


Tree=1685
num_leaves=13
num_cat=0
split_feature=12 4 1 4 49 16 42 4 2 2 15 3
split_gain=7.86966e-05 8.16934e-05 0.000134639 9.54814e-05 0.000120645 0.000104014 0.00019115 0.000102548 8.65396e-05 0.000106602 9.56625e-05 3.09701e-05
threshold=0.11650500000000001 0.24564500000000003 0.111945 0.098655000000000007 0.0093850000000000027 0.41553500000000004 0.088465000000000002 -0.35136499999999998 0.089885000000000007 0.083215000000000011 -0.07490999999999999 -0.010424999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 7 -1 9 11 -10 -9
right_child=-2 2 -4 -5 -6 -7 -8 8 10 -11 -12 -13
leaf_value=-0.0013898309986227573 -0.0013623195612210326 -0.00018952682735562328 0.0018828502881135267 -0.0013578274055770824 0.0014339180107760692 0.0013082377844976119 -0.0024247124505384159 -0.00027459690664371892 0.0020220273010172255 -0.0016364164203368399 0.00011513492061498482 0.00096019363037238735
leaf_weight=0.0012750205761635778 0.0010624665051708468 0.0017328873831168315 0.0015728022801735145 0.0014285470912334406 0.0014427470362468097 0.0011262530636351195 0.0010270813985954752 0.0011328082007677209 0.0011244023046309282 0.0011342372908787202 0.0017987136738121801 0.0010109234636295232
leaf_count=93 147 147 254 102 486 130 554 285 101 574 208 40
internal_value=0 7.9534e-05 0.000796482 -0.000110055 5.09336e-05 -0.000156274 -0.00035025 -6.52564e-05 0.000207093 -0.000365003 0.000848638 0.000307696
internal_weight=0 0.0158064 0.00330569 0.0125007 0.0110722 0.00962944 0.00850319 0.00747611 0.00620108 0.00327797 0.00292312 0.00214373
internal_count=3121 2974 401 2573 2471 1985 1855 1301 1208 899 309 325
is_linear=0
shrinkage=0.00512831


Tree=1686
num_leaves=12
num_cat=0
split_feature=47 4 1 123 42 43 160 2 43 49 43
split_gain=7.92074e-05 0.000139347 0.000145649 0.000100254 0.000160648 0.000165258 9.35511e-05 0.000129753 0.000220775 0.000303872 6.56538e-05
threshold=0.13148500000000005 0.24564500000000003 0.111945 1.0000000180025095e-35 -1.0000000180025095e-35 -0.17390999999999998 -0.082299999999999984 0.084245000000000014 0.0034250000000000005 -0.043469999999999995 -0.0030899999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -6 -7 10 9 -9 -8
right_child=-2 2 -4 -5 5 6 7 8 -10 -11 -12
leaf_value=-0.0019650539311962161 -0.001149822732688011 -2.6732176928878115e-06 0.002093774510128211 0.0012566505008833532 0.0017848164323968406 -0.001639119269478934 0.0016665758898549794 8.823540042972807e-05 0.00089129376194683758 -0.0027965817641145995 7.6213691834164083e-06
leaf_weight=0.0012393410572965032 0.0013606069633589337 0.0016807240088909667 0.0015456104409682508 0.0011170500757133892 0.0010314220880331968 0.0011089339596208996 0.001200693262477126 0.0019330418966134483 0.0017745247760568711 0.0016396803012171928 0.0011205285682158728
leaf_count=761 65 147 264 146 64 434 233 128 164 573 142
internal_value=0 9.09286e-05 0.00100165 -0.000150604 -0.000292888 -8.16106e-05 -0.000300932 -0.000107418 -0.000529864 -0.00123573 0.000865745
internal_weight=0 0.0153916 0.00322633 0.0121652 0.0110482 0.00980882 0.0087774 0.00766847 0.00534725 0.00357272 0.00232122
internal_count=3121 3056 411 2645 2499 1738 1674 1240 865 701 375
is_linear=0
shrinkage=0.00492917


Tree=1687
num_leaves=13
num_cat=0
split_feature=12 2 14 12 52 16 3 15 1 2 3 150
split_gain=7.08548e-05 8.37521e-05 0.000132396 0.00011652 0.000204808 0.000162678 0.000159738 0.000107704 0.000147797 0.000103441 0.000160071 9.67778e-05
threshold=0.11650500000000001 0.13754500000000003 -1.0000000180025095e-35 0.10345000000000001 -0.38533999999999996 0.19444000000000003 0.090900000000000009 0.088345000000000021 1.0000000180025095e-35 1.0000000180025095e-35 -0.0087149999999999988 0.081835000000000019
decision_type=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 -8
right_child=-2 -3 3 -5 5 -7 11 -9 9 10 -12 -13
leaf_value=-0.001785202693387402 -0.0014388464935583475 0.0016690404167442347 -0.0022663579025748617 0.0019877255853431738 -0.0022269389834247929 0.0019963283233825112 0.00027784636872864435 0.00085939988278934591 -0.00130682295644417 0.0021374096764122377 -0.0008850885681287086 0.002531591254980954
leaf_weight=0.0012504721288146012 0.0010435406154783158 0.0010014632397114679 0.0011674928925007261 0.001012825735043855 0.0017049452320791608 0.0014482018256840598 0.0015271705441214367 0.001528031777368391 0.0016464513438806602 0.0010767524685506014 0.0011744145556134011 0.001017991350453995
leaf_count=105 147 154 285 184 898 119 102 547 311 135 66 68
internal_value=0 8.52202e-05 -2.37571e-05 0.000141802 -1.03041e-05 0.000226476 -3.84241e-05 -0.000473066 -0.000836479 -0.000228247 0.000560598 0.00117928
internal_weight=0 0.0155562 0.0145547 0.0133043 0.0122915 0.011124 0.00967576 0.0071306 0.00560256 0.00389762 0.00225117 0.00254516
internal_count=3121 2974 2820 2715 2531 2246 2127 1957 1410 512 201 170
is_linear=0
shrinkage=0.00566207


Tree=1688
num_leaves=12
num_cat=0
split_feature=484 15 43 42 3 15 43 15 16 2 1
split_gain=7.39749e-05 9.84427e-05 8.80205e-05 0.000148746 0.000364497 0.000199301 0.00014667 0.000107696 0.000168444 8.16243e-05 8.60055e-05
threshold=-0.0068949999999999992 -0.24436499999999997 -0.074359999999999996 -0.095859999999999987 -0.077774999999999983 0.040760000000000005 -0.00045499999999999995 1.0000000180025095e-35 -0.18708499999999997 0.11177500000000001 0.086560000000000012
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 -10
right_child=1 2 6 4 -6 -7 7 -9 9 -11 -12
leaf_value=-0.0015589526501140134 0.0017592820889128355 -0.0013452869194530014 -0.0026037204018245792 -0.001404955598485949 0.0035936353320018656 0.0019479533112852418 -0.0015987395858711535 -0.001469726135919505 0.0013976468927556249 0.0023118729799459338 -0.00056601798862503387
leaf_weight=0.0010824428691894447 0.0012333530744163121 0.001206126434443941 0.0010298575364990148 0.0018178769133009448 0.0014498761888970249 0.001050858007944383 0.0013910485730450348 0.0017550030778900605 0.0016075509739076638 0.0010791368462001183 0.0017496890527048947
leaf_count=503 232 119 635 377 219 167 104 371 146 95 153
internal_value=0 9.86992e-05 -4.61747e-05 0.000557624 0.00108908 -0.000176738 -0.000433508 -0.000138747 0.000262094 0.000845568 0.000374246
internal_weight=0 0.0153704 0.014137 0.00552474 0.00431861 0.00286873 0.00861229 0.00758243 0.00582743 0.00443638 0.00335724
internal_count=3121 2618 2386 882 763 544 1504 869 498 394 299
is_linear=0
shrinkage=0.0061288


Tree=1689
num_leaves=21
num_cat=0
split_feature=14 1213 453 16 160 124 123 484 50 4 12 13 4 0 4 4 52 1 0 15
split_gain=0.00045617 0.00038715 0.00022322 0.000272552 0.000226077 0.000249652 0.000334014 0.000439007 0.000487663 0.000396895 0.000352848 0.000288368 0.000213185 0.000253276 0.000175537 0.000225568 0.000222739 0.000393512 0.000279749 7.67048e-05
threshold=0.076175000000000007 -1.0000000180025095e-35 1.0000000180025095e-35 -0.5048999999999999 -0.22361499999999998 0.08919500000000001 1.0000000180025095e-35 -1.0000000180025095e-35 0.10030500000000002 -0.49405499999999997 -1.0000000180025095e-35 -0.23438999999999996 -0.27825499999999997 -0.040504999999999992 -0.083854999999999985 -0.014149999999999998 -0.081429999999999989 0.094825000000000007 -0.11756999999999999 -0.055554999999999993
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 19 -5 6 7 -6 9 -9 -11 -12 -13 14 -14 -16 -17 -18 -19 -3
right_child=-2 2 -4 4 5 -7 -8 8 -10 10 11 12 13 -15 15 16 17 18 -20 -21
leaf_value=-0.0008251777711296692 -0.00095029655049729369 0.00029093551231237821 -0.00052090036519514304 -0.00058536541220711839 -0.00086865206619729247 0.00077496004975530967 0.00071597726872083131 -0.00080759057830168471 0.0010220610217175046 -0.00064013190118192265 0.00080020260985915099 -0.0005670539614155614 0.00060053860121809101 0.00077561930353492014 -0.00065401662801882227 0.00050569014647104194 -0.00072843976775439044 -0.0002385209438114605 0.00077377199284477268 0.00082534490679240418
leaf_weight=0.0010819751573608585 0.0010592948942684801 0.0010657637004597431 0.0012957418692595138 0.0011351230140906323 0.001191511069463593 0.0010483731020738398 0.0014342286111723159 0.0012402231197832176 0.00102105180186396 0.0013707868821628529 0.0012578461556031996 0.0010322541884022441 0.0010163984560962432 0.001133043346930789 0.0010939718871887357 0.001715049420326395 0.0014328552026692835 0.0012198595750234631 0.0011037160798714751 0.001225680624487714
leaf_count=477 101 91 79 262 445 44 174 100 71 101 56 42 132 67 412 129 212 23 26 77
internal_value=0 2.65291e-05 6.65372e-05 0.000101553 4.55541e-05 8.46653e-05 4.27436e-05 -1.82582e-05 5.0967e-05 -2.18545e-05 5.68871e-05 0.000143708 5.8989e-05 0.000133142 3.71292e-05 -5.00923e-05 7.06568e-05 -0.000127964 0.000242326 0.000576788
internal_weight=0 0.0241155 0.0230335 0.0217377 0.0194463 0.0183112 0.0172628 0.0158286 0.0146371 0.013616 0.0123758 0.011005 0.00974715 0.00871489 0.00758185 0.00656545 0.00547148 0.00375643 0.00232358 0.00229144
internal_count=3121 3020 2543 2464 2296 2034 1990 1816 1371 1300 1200 1099 1043 1001 934 802 390 261 49 168
is_linear=0
shrinkage=0.00145689


Tree=1690
num_leaves=13
num_cat=0
split_feature=12 48 2 159 52 133 51 13 3 0 1 1
split_gain=6.47051e-05 8.79879e-05 0.000140639 0.000192887 0.000152556 0.000171549 0.000153717 0.000152551 0.000148858 0.00012483 0.000113202 8.7866e-05
threshold=0.11650500000000001 0.12879500000000002 0.113445 0.090025000000000008 0.11434500000000002 -0.0061299999999999992 0.087505000000000013 -0.0030199999999999997 -0.075944999999999985 -0.10096999999999999 0.10871500000000002 0.087135000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 8 -7 -9 -4 -11
right_child=-2 -3 10 -5 -6 6 -8 9 -10 11 -12 -13
leaf_value=-0.0014468772817589274 -0.0014656596911439084 -0.0015389502790051288 -5.9580867939011713e-05 -0.0025859668819815957 -0.0017693882130524264 0.00087455193518112589 -0.0014131099592669949 0.0014163331064743435 0.0035694461685182111 0.00052578020184320675 0.0025256503036142361 -0.0019699604604534781
leaf_weight=0.0014740836590114671 0.0010326590321132886 0.0011133575706997476 0.0010177045269073879 0.0010008029417942288 0.0012861916197821075 0.0015864639372024612 0.0010046379108107767 0.0019619283216467664 0.0013869683925020054 0.0010309629740753671 0.001532152402363679 0.0010065276600534079
leaf_count=636 147 79 151 252 349 590 134 104 171 137 227 144
internal_value=0 8.80083e-05 0.000214781 -6.30536e-05 0.000172092 0.000436293 0.000784266 0.00110086 0.0021316 0.000334545 0.00149383 -0.000707125
internal_weight=0 0.0154018 0.0142884 0.0117386 0.0107378 0.00945157 0.00797749 0.00697285 0.00297343 0.00399942 0.00254986 0.00203749
internal_count=3121 2974 2895 2517 2265 1916 1280 1146 761 385 378 281
is_linear=0
shrinkage=0.00600863


Tree=1691
num_leaves=13
num_cat=0
split_feature=1 123 48 14 0 52 160 42 3 3 133 0
split_gain=6.77243e-05 0.000105263 0.00017977 0.000119263 0.000180567 0.000380459 9.93086e-05 0.000174626 9.87766e-05 0.00015342 8.55671e-05 7.99218e-05
threshold=0.14000500000000002 1.0000000180025095e-35 0.11951500000000001 -0.10708499999999999 -0.17169499999999996 -0.0064899999999999992 -0.082299999999999984 -1.0000000180025095e-35 0.10732000000000001 -0.074084999999999998 1.0000000180025095e-35 -0.059114999999999994
decision_type=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 -9
right_child=-2 -3 -4 4 6 -7 7 8 -10 -11 -12 -13
leaf_value=-0.0018281547826355406 0.0013452360568241986 0.0014650616148126861 -0.0026431691441282865 -0.0005091518474334394 -0.0019897360710361555 0.0042336863917851022 -0.0021494798415287496 0.00019633702113053001 0.0017525763324791606 -0.0016397373701559194 -0.00086742747909283955 0.0021261960201994453
leaf_weight=0.0012204478622734891 0.0011893103904523352 0.0013340959449838702 0.0010235472967575774 0.0013517253186581257 0.0010321869402382293 0.00103734397965738 0.0011747321358922579 0.0016488627339865149 0.0013259534604319612 0.0015104474684957151 0.0010766127155094618 0.0013579679285394552
leaf_count=79 124 236 75 56 512 65 716 351 81 238 444 144
internal_value=0 -0.00011482 -0.000267998 -7.71184e-05 0.000108456 0.00155021 -0.000268944 -4.95159e-05 0.00030698 -3.56785e-05 0.000557656 0.00106791
internal_weight=0 0.0150939 0.0137598 0.0127363 0.0115158 0.00238907 0.00912676 0.00809458 0.00691984 0.00559389 0.00408344 0.00300683
internal_count=3121 2997 2761 2686 2607 121 2486 1974 1258 1177 939 495
is_linear=0
shrinkage=0.00589082


Tree=1692
num_leaves=22
num_cat=0
split_feature=14 1213 3 132 403 150 160 13 42 457 39 151 1374 4 52 52 16 3 4 12 16
split_gain=0.000732148 0.000571617 0.000374881 0.000326529 0.000411706 0.000362828 0.000368841 0.000438392 0.000432172 0.000365404 0.00046656 0.000534496 0.000392339 0.000354669 0.000332436 0.000319142 0.000544759 0.000261678 0.000244365 0.000173195 8.25015e-05
threshold=0.076175000000000007 -1.0000000180025095e-35 0.30112000000000005 0.081240000000000021 0.03138500000000001 -0.22665999999999997 -0.22361499999999998 -0.084034999999999985 0.08623500000000002 0.069910000000000014 0.090190000000000006 -0.0077149999999999988 -0.035729999999999991 0.076415000000000025 -0.049749999999999996 0.091275000000000009 0.052820000000000013 -0.0087149999999999988 -0.080924999999999983 0.088435000000000014 -0.065999999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3 -7 8 18 10 11 -9 -11 15 -15 16 17 -13 -8 -10 -14
right_child=-2 2 -4 4 -6 6 7 9 19 12 -12 13 20 14 -16 -17 -18 -19 -20 -21 -22
leaf_value=-0.00097844278358767993 -0.0011200429124713224 0.00089705560309356154 0.00096049455798559588 -1.671155033811471e-05 0.0013181488318756425 -0.00083399142253446517 0.00034449802556643893 -0.0012811363538988937 0.0012395021125800791 -0.00044962180719257828 0.00046567941131801262 -0.00088616022358734383 0.001007868317110698 0.00082458102655479581 -0.00022101366864856858 0.0001689268732306069 -0.0014960835931762831 7.0956268871554229e-05 -0.00046157157532886303 0.0004341119994238972 0.00039806862480742201
leaf_weight=0.0012790056648159234 0.0013845695190135556 0.0010057472594127139 0.0011067989401847269 0.0011785167750387729 0.0010393895377340812 0.0013552888050866454 0.0021257992989340835 0.0014087209469901283 0.0012591657365245146 0.0010556418957321512 0.0017561906252774049 0.001136875430276945 0.0010636931788305382 0.0011461066503776207 0.0019868683787427899 0.0013384398160158906 0.0013762065974291943 0.0017095267601945421 0.0015577216956003904 0.0012942382703624578 0.0010576289276627024
leaf_count=477 101 28 130 187 32 251 36 100 119 21 125 423 49 28 88 180 296 36 248 77 89
internal_value=0 3.14579e-05 7.9371e-05 4.16472e-05 0.000608851 -1.15818e-05 -5.19678e-05 -2.1452e-06 0.000342463 -0.000145089 -0.000269837 -0.000397694 0.000320568 -0.000254547 0.000161486 -0.000488932 -0.000697453 -0.000311324 3.6198e-06 0.000831276 0.00070384
internal_weight=0 0.0282376 0.0269586 0.0258518 0.00221791 0.0236339 0.0226281 0.0212728 0.00623693 0.0150359 0.0118589 0.0101027 0.00317696 0.00869402 0.00313298 0.00556105 0.00422261 0.0028464 0.00368352 0.0025534 0.00212132
internal_count=3121 3020 2543 2413 219 2194 2166 1915 480 1435 1276 1151 159 1051 116 935 755 459 284 196 138
is_linear=0
shrinkage=0.00154607


Tree=1693
num_leaves=12
num_cat=0
split_feature=52 52 39 51 457 13 151 15 2 42 2
split_gain=6.38063e-05 0.000158533 0.000130025 0.000173803 0.000168222 0.000133374 0.000138645 0.00018639 0.000186327 0.00011016 9.61131e-05
threshold=-0.24456499999999998 -0.090859999999999982 0.091820000000000013 -0.076794999999999988 0.045365000000000009 -0.094514999999999988 -0.0077149999999999988 -0.03241999999999999 0.086950000000000013 0.08623500000000002 0.086590000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 9 -7 10 -9 -5 -8
right_child=1 2 -4 4 -6 6 7 8 -10 -11 -12
leaf_value=-0.0010011933323920818 0.0018184278354529276 -0.0023382601665110901 0.001777061775339467 -0.00016455207026557203 0.0016001507911201029 -0.0026626211918648422 -0.00040922926445092724 0.00019382723917537475 -0.0026505840967714243 0.0020977987083156966 0.0017809244521873996
leaf_weight=0.0017762810085150812 0.0015060728279570256 0.0011130134145862043 0.0010624934384841139 0.0017956756952699519 0.0016449171980941193 0.0010084635893892651 0.0012196115876465267 0.001282347938199529 0.0015889686149640758 0.0010516144572512709 0.0012504693153725446
leaf_count=364 274 248 158 162 173 124 145 617 449 113 294
internal_value=0 0.000113373 -8.3894e-05 -0.000249284 -3.48363e-05 -0.000327255 -0.000774884 -0.000418477 -0.00138025 0.000671022 0.000699528
internal_weight=0 0.0145236 0.0130176 0.0119551 0.0108421 0.00919715 0.00634986 0.0053414 0.00287132 0.00284729 0.00247008
internal_count=3121 2757 2483 2325 2077 1904 1629 1505 1066 275 439
is_linear=0
shrinkage=0.00555105


Tree=1694
num_leaves=20
num_cat=0
split_feature=14 1213 1374 457 1 11 453 4 160 160 124 4 4 13 3 12 13 16 43
split_gain=0.000519476 0.00042592 0.000263387 0.000334216 0.000380799 0.000311198 0.000299432 0.000393635 0.000273741 0.000244049 0.000297477 0.000369709 0.00040737 0.000375925 0.000228876 0.000341692 0.000275621 0.000175789 3.79723e-05
threshold=0.076175000000000007 -1.0000000180025095e-35 -0.094929999999999987 0.080930000000000016 0.083135000000000014 0.088215000000000002 1.0000000180025095e-35 0.27287000000000006 -1.0000000180025095e-35 -0.22361499999999998 0.08919500000000001 -0.49405499999999997 -0.083854999999999985 -0.0034749999999999994 -0.078934999999999991 -1.0000000180025095e-35 -0.092879999999999976 -0.013324999999999998 -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 5 -5 6 7 9 -9 -4 11 -11 13 18 -14 -16 -17 -18 -13
right_child=-2 2 3 4 -6 -7 -8 8 -10 10 -12 12 14 -15 15 16 17 -19 -20
leaf_value=-0.00084486256093843127 -0.0010192093506465824 -0.00067040565400909764 -0.00064433015532639566 -0.00013982319744905222 0.0010334418306816643 -0.00071589305419998857 -0.00065633279781151274 0.00015493361983803116 0.0012306589466980647 -0.00069423011515578877 0.0008977543435554758 0.0012123138493603488 -0.00052402602054238607 4.6297047854957851e-05 -0.00051156958282493981 0.00079221218434513165 -0.00028058133939862511 0.00045525819963836102 0.00079132804130420582
leaf_weight=0.0012792612645098058 0.0011901261866711357 0.0010982736479832047 0.0011312932143040513 0.0010465501589034245 0.0017960085287288541 0.0012363616953550141 0.0012257935931530009 0.0010488329394285345 0.0012268929249440305 0.0014640673850401182 0.0010407519918889116 0.0010003731953094341 0.0019778032418353046 0.001932232636831171 0.0017482456576383143 0.0016799290695148628 0.0019033494756141023 0.0013102508764577985 0.0010493542314069515
leaf_count=477 101 53 228 71 130 96 74 92 164 96 31 109 698 123 117 51 213 158 39
internal_value=0 2.51788e-05 6.98486e-05 0.000103982 0.000601479 3.65628e-05 8.36928e-05 0.000132691 0.00073488 4.82932e-05 0.000100163 4.11469e-05 0.000126584 0.000535567 -6.23524e-05 7.51259e-05 0.000284727 1.94356e-05 0.000996791
internal_weight=0 0.0261956 0.0249164 0.0238181 0.00284256 0.0209755 0.0197392 0.0185134 0.00227573 0.0162377 0.0151064 0.0140656 0.0126015 0.00398196 0.00861958 0.00664178 0.00489353 0.0032136 0.00204973
internal_count=3121 3020 2543 2490 201 2289 2193 2119 256 1863 1635 1604 1508 271 1237 539 422 371 148
is_linear=0
shrinkage=0.00154607


Tree=1695
num_leaves=12
num_cat=0
split_feature=11 3 1 16 13 4 12 3 16 3 3
split_gain=6.45641e-05 0.000127747 0.000116175 0.000141216 0.000149719 0.000137031 0.000125956 0.000188486 9.51919e-05 0.000194946 5.03532e-05
threshold=0.081790000000000015 -0.12018999999999998 0.094385000000000011 -0.44310499999999992 -0.07692499999999998 -1.0000000180025095e-35 0.051320000000000005 0.12178000000000001 -0.078844999999999985 0.090900000000000009 0.083060000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 8 7 10 -3 -10 -6
right_child=-2 2 3 4 6 -7 -8 -9 9 -11 -12
leaf_value=0.0015067235072334967 -0.0012875677528248605 0.0010405912894919985 -0.0014312431647339296 0.0024956535300966805 0.0028321820051144769 -0.00205362018885745 -0.001412114718934465 -0.0010262986340251071 -0.0021449030220009545 0.0010119749645629292 0.00099373005360471568
leaf_weight=0.001945680590157344 0.0012646640228818331 0.0015486600408221585 0.0011964507596847612 0.0013666961143789375 0.0010505771716412121 0.0018269036507623047 0.001149823140404016 0.0011758272183612917 0.001573848599057015 0.0011936409261501524 0.0010178576390824645
leaf_count=180 175 614 155 204 145 452 164 46 877 53 56
internal_value=0 9.82588e-05 -0.000110929 0.000410344 0.000792821 -0.00070129 0.000263188 0.000856944 -0.000128887 -0.000783316 0.0019275
internal_weight=0 0.015046 0.0131003 0.00695723 0.00576078 0.00614305 0.00439409 0.00324426 0.00431615 0.00276749 0.00206843
internal_count=3121 2946 2766 770 615 1996 411 247 1544 930 201
is_linear=0
shrinkage=0.00589082


Tree=1696
num_leaves=23
num_cat=0
split_feature=1213 14 1374 52 157 453 457 11 159 4 130 15 376 13 42 4 12 52 2 16 1 484
split_gain=0.000579265 0.000466955 0.000361082 0.00037345 0.000387315 0.000399587 0.000375913 0.000373435 0.000343334 0.000479303 0.000319905 0.000345845 0.000368971 0.000559773 0.000368213 0.000422252 0.000353015 0.000258127 0.000373355 0.000237564 0.000163884 0.000103084
threshold=-1.0000000180025095e-35 0.076175000000000007 -0.094929999999999987 -0.43320999999999993 -0.077384999999999995 1.0000000180025095e-35 0.088350000000000026 0.088710000000000011 0.10519500000000001 0.27044500000000005 -0.0015749999999999998 0.095175000000000023 0.11430500000000002 0.24813000000000004 0.093505000000000019 -0.0016099999999999997 -1.0000000180025095e-35 0.11434500000000002 0.097220000000000015 -0.078844999999999985 0.095285000000000022 0.084040000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 21 6 7 8 9 10 -6 12 13 14 15 17 -17 18 19 -12 -18 -5
right_child=1 -3 3 4 5 -7 -8 -9 -10 -11 11 -13 -14 -15 -16 16 20 -19 -20 -21 -22 -23
leaf_value=-0.00094554238451990177 -0.00074840880427327287 -0.00088238123307257253 -0.00074984426433574128 0.00041382345799798579 -0.00068998891789669907 -0.00068621367428457877 0.00083294138702193405 -0.00072891877997544605 -0.0006527951235220336 0.00091731087704090112 0.00075455611893318023 -0.00051725735780678076 -0.00059971323220303467 0.0011887879091346757 -0.00061759377947238588 -0.00079499228784569629 -0.00022543323627576952 -4.3915502817109518e-05 0.0013240565093950276 -0.00010482560553396608 0.00053716128261103156 0.0010638479127984513
leaf_weight=0.0013498446349685103 0.0010894862433250543 0.0011346940603711433 0.0010310565624610654 0.0010088932026059974 0.0010076267745824383 0.0013273903481278984 0.0015312958396377354 0.0011319876878204118 0.0011032809523109357 0.0017087647933313873 0.0016932499431637172 0.0014343865695111155 0.0010237460232360726 0.0013648624006399332 0.0010601792426096083 0.0010849657194409446 0.0010612881325410039 0.001233947924713874 0.0014156256437387604 0.0011440586759280669 0.0013706255007477353 0.0010638881977917958
leaf_count=491 53 87 271 149 165 65 99 53 166 192 151 204 15 35 176 52 181 71 80 228 47 90
internal_value=0 3.23877e-05 7.24788e-05 0.000108539 0.000145773 8.82928e-05 0.000138763 8.23366e-05 0.0001342 0.000186496 0.000102654 0.000160167 0.000238199 0.000313255 0.000194516 0.000290141 -0.000103939 0.000542732 0.000712942 0.000408036 0.000204365 0.000747459
internal_weight=0 0.0270253 0.0258906 0.0248011 0.0237701 0.0216973 0.0203699 0.0188386 0.0177066 0.0166033 0.0148946 0.0138869 0.0124525 0.0114288 0.0100639 0.00900376 0.00351688 0.00548688 0.00425293 0.00283731 0.00243191 0.00207278
internal_count=3121 2630 2543 2490 2219 1980 1915 1816 1763 1597 1405 1240 1036 1021 986 810 280 530 459 379 228 239
is_linear=0
shrinkage=0.00145689


Tree=1697
num_leaves=23
num_cat=0
split_feature=14 1213 1374 44 474 39 47 16 49 1 43 52 4 15 2 48 43 3 2 3 49 16
split_gain=0.000552102 0.000520354 0.000416889 0.000417372 0.000368407 0.000378112 0.000483012 0.000368143 0.000698566 0.000402239 0.000362119 0.000339274 0.000301962 0.000262344 0.000229674 0.00019626 0.000224491 0.000248289 0.00020678 0.000179523 0.000150707 0.000126421
threshold=0.076175000000000007 -1.0000000180025095e-35 -0.094929999999999987 0.086360000000000006 0.082665000000000002 0.13507500000000003 0.12431000000000002 -0.062804999999999986 0.0093850000000000027 0.077565000000000009 -0.16318499999999997 -0.075329999999999994 -0.083854999999999985 -0.10203999999999998 0.097220000000000015 0.086260000000000017 -0.0037449999999999996 -0.085784999999999986 0.10699500000000002 -0.0087149999999999988 -0.020744999999999996 0.15891500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 9 10 12 -9 14 -4 -13 -12 16 17 -11 -18 -15 -17 -21
right_child=-2 2 3 -5 -6 -7 -8 8 -10 15 11 13 -14 19 -16 20 18 -19 -20 21 -22 -23
leaf_value=-0.00089426103594783101 -0.00095558895600876645 -0.00073800048351174241 0.00038551079169633359 -0.00076698582501167451 0.00074952879900802897 0.00090882915595013214 -0.00076057253282933095 0.00037143642997546127 0.00086076290943714576 0.00076303367383838492 -0.0004552083122236557 -0.0012651390083915773 -0.0006260144724616187 -0.00093063395973081689 0.00045356546511186071 0.00051545256692864141 0.0012315756279356372 -0.00019466270194117504 0.00041040045394237382 0.00016743447789443507 -0.0001996440235314439 -0.00054570103661604776
leaf_weight=0.0011959866750184947 0.001220359291957295 0.0012411574142507922 0.0010515768342194082 0.0010578932194817972 0.001920823850075414 0.001108943831432895 0.0013892607798093861 0.0015228476440549707 0.0013409164513826866 0.0011509124221968925 0.0010477346758728254 0.0010515551358025186 0.0014085309158084055 0.001005974615925582 0.001237428353433323 0.0011485644120883265 0.0016460698505875171 0.0010617798535051404 0.0010091067142234955 0.0010043388568590252 0.0012617625749726524 0.0010244249790378746
leaf_count=477 101 53 112 45 335 34 54 59 222 61 173 52 430 278 135 49 121 167 79 25 41 18
internal_value=0 2.66825e-05 6.9554e-05 0.000110547 0.000150232 9.66203e-05 5.23879e-05 0.000111914 -9.23916e-05 0.000305665 -0.000254293 -0.000403849 -0.000193636 -0.000650327 3.68977e-05 0.000474434 0.000639478 0.000303475 0.000919486 -0.000437291 0.000141112 -0.000192664
internal_weight=0 0.0268876 0.0256916 0.0244504 0.0233926 0.0214717 0.0203628 0.0189735 0.00923522 0.0097383 0.0078943 0.00637146 0.00246011 0.00408629 0.00228516 0.0072782 0.00486787 0.00221269 0.00265518 0.00303474 0.00241033 0.00202876
internal_count=3121 3020 2543 2490 2445 2110 2076 2022 962 1060 740 681 542 373 308 518 428 228 200 321 90 43
is_linear=0
shrinkage=0.00142833


Tree=1698
num_leaves=25
num_cat=0
split_feature=14 1213 160 52 157 453 1374 16 16 13 376 43 52 13 160 51 48 133 1 4 0 52 484 2
split_gain=0.000608907 0.000518137 0.000360204 0.000337757 0.000503173 0.000349421 0.000336667 0.000420685 0.000575138 0.00044217 0.000346409 0.00037433 0.000528525 0.000300736 0.0001981 0.000347147 0.000295896 0.000207412 0.000292176 0.00026402 0.000161747 0.000161309 0.000101335 8.86572e-05
threshold=0.076175000000000007 -1.0000000180025095e-35 -0.26568499999999995 -0.43320999999999993 -0.077384999999999995 1.0000000180025095e-35 -0.094929999999999987 -0.056919999999999991 -0.008904999999999998 0.14871000000000004 0.11430500000000002 -0.061959999999999994 -0.096999999999999989 -0.39067499999999994 -1.0000000180025095e-35 0.067785000000000012 0.092265000000000014 -1.0000000180025095e-35 0.094385000000000011 -0.083854999999999985 -0.15599999999999997 -0.070154999999999981 0.085130000000000011 0.094095000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 22 6 -6 9 -9 14 11 12 -10 -13 -8 16 17 -16 19 -19 -17 -15 -5 -14
right_child=-2 2 3 4 5 -7 7 8 10 -11 -12 13 23 21 15 20 -18 18 -20 -21 -22 -23 -24 -25
leaf_value=-0.00091798374315729117 -0.0010092667572652245 -0.00076894446140740721 -0.00070120983336163778 0.0005381044393309609 -0.00064982223028995441 -0.00067143514553898262 -0.00013153888668003815 -0.0010194474031823464 0.0012151277106118674 -0.00041616985270058758 -0.0007407063251606787 0.0005192094558810809 -0.00027723129429921192 -0.00090265656716626821 -1.7060072692735142e-05 0.00063520668184044438 -0.00014813681681882202 0.00095131562650324132 0.0012682383982482799 -0.00010113330255577013 0.0014471524991759869 -0.00011145559849908308 0.0012048713904056823 0.00035572001291140888
leaf_weight=0.0012445283819169919 0.0013337398405000025 0.0010969171044368222 0.0011085148350399787 0.001068718678069124 0.001187582236070738 0.0013092445633102736 0.0010415214203903659 0.0012371134617420185 0.0015614898255339469 0.0014049661775177311 0.0010104997040318864 0.0010896360793823945 0.0010059617344140293 0.001009040858980681 0.0010290042912007875 0.0010352959824189156 0.0017287182940483037 0.0010457578205507146 0.0014991329435326273 0.0011496999415507815 0.0012374301135240628 0.0014325150901989053 0.0010268385025984372 0.0010279845533083254
leaf_count=477 101 217 271 133 27 63 153 173 93 74 13 27 115 88 249 21 63 41 154 170 132 100 98 68
internal_value=0 3.85107e-05 8.20451e-05 0.00011761 0.000153718 8.90475e-05 0.00013486 0.000180216 -5.65577e-05 0.000378897 8.98335e-05 0.000207598 0.000551866 -0.000142935 0.000493271 0.000567856 0.000388417 0.000584783 0.000752406 0.000400178 0.00107729 -0.000438441 0.000864825 4.2671e-05
internal_weight=0 0.0285881 0.0273436 0.0262467 0.0251382 0.0230426 0.0217334 0.0205458 0.00937424 0.0111715 0.00813713 0.00712663 0.00359544 0.00353119 0.00976656 0.00872504 0.00645231 0.00472359 0.00369459 0.00219546 0.00227273 0.00244156 0.00209556 0.00203395
internal_count=3121 3020 2543 2326 2055 1824 1761 1734 677 1057 504 491 276 215 983 830 677 614 365 211 153 188 231 183
is_linear=0
shrinkage=0.00151575


Tree=1699
num_leaves=13
num_cat=0
split_feature=147 484 15 43 52 52 15 16 42 3 4 2
split_gain=8.12741e-05 0.000102133 0.000102843 0.000102722 0.000210145 0.00014085 0.000186393 0.000135645 0.000134636 0.000256276 0.000215175 8.48774e-05
threshold=0.089025000000000007 -1.0000000180025095e-35 -0.24436499999999997 -0.074359999999999996 -0.088204999999999992 -0.068719999999999989 0.089485000000000023 -0.008904999999999998 -0.095859999999999987 -0.077774999999999983 -0.083644999999999983 0.090310000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 8 -5 -6 7 11 -4 10 -10 -7
right_child=-2 2 3 4 5 6 -8 -9 9 -11 -12 -13
leaf_value=-0.0018090247608596205 0.0015536381428011173 0.0015969472493910213 -0.0011930357987730504 -0.0026346284230809244 0.0016526591447433439 -0.002737781685545363 0.0016741165486497097 0.00045415166951637764 0.0014699863247995702 0.0029750986252412254 -0.0016440617996986253 -0.00085184703871743885
leaf_weight=0.0010578513804935094 0.0010014501814540186 0.0012055355475707576 0.0012088530165960953 0.0012852978549631813 0.0011666438019224123 0.0013413927788468311 0.0010208677982843223 0.0014092195922319941 0.0014934606805399042 0.0013581160614209989 0.0013583837198331838 0.0017805848024555482
leaf_count=504 124 222 114 257 64 466 361 84 135 207 391 192
internal_value=0 -0.000110063 1.27976e-05 -0.000129479 -0.00053703 -0.000135757 -0.000511553 -0.00100398 0.000472506 0.000950752 -1.32896e-05 -0.00166216
internal_weight=0 0.0156862 0.0146284 0.0134228 0.00800401 0.00671871 0.00555206 0.0045312 0.00541881 0.00420996 0.00285184 0.00312198
internal_count=3121 2997 2493 2271 1424 1167 1103 742 847 733 526 658
is_linear=0
shrinkage=0.00566207


Tree=1700
num_leaves=13
num_cat=0
split_feature=1 52 15 16 16 3 0 4 12 3 47 52
split_gain=6.80586e-05 0.000159275 0.000133595 0.000198473 0.000163826 0.000114432 0.00011752 0.000251337 0.000102926 0.000202015 6.74879e-05 4.80094e-05
threshold=0.104035 0.11434500000000002 -0.016799999999999995 -0.061854999999999993 -0.44310499999999992 0.090900000000000009 -0.084269999999999984 0.053180000000000012 0.088615000000000013 -0.084074999999999997 0.097480000000000011 -0.066844999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -2 6 7 -1 9 -8 -5 -7
right_child=2 -3 -4 10 -6 11 8 -9 -10 -11 -12 -13
leaf_value=-0.0026546376130876957 -0.00058609871295871091 -0.0024483706480141511 0.0017371423400692752 -0.00038131388454165215 0.0021719302569959925 0.00023955947727600198 -0.00063150931223984004 0.00086087455520420452 -0.00088916610364444247 0.002900475411003421 -0.002477641230103419 0.0020080895342146207
leaf_weight=0.0017747462669321264 0.0013275190373132212 0.0010468665860407728 0.0018913404602354236 0.0010115234894171599 0.0015654419884878271 0.0010176068911542657 0.0011288782805889686 0.0010979524211557207 0.001555481010074404 0.0010356493351109941 0.0010376994510359339 0.0010303892864627073
leaf_count=768 173 373 154 128 167 69 232 172 648 132 69 36
internal_value=0 -0.000320869 0.000431804 -6.77395e-05 0.000906329 -6.31106e-05 -0.000433541 -0.001311 0.000244058 0.00105842 -0.00144287 0.00112934
internal_weight=0 0.00968757 0.00683352 0.00494218 0.00289296 0.0086407 0.00659271 0.0028727 0.00372001 0.00216453 0.00204922 0.002048
internal_count=3121 2430 691 537 340 2057 1952 940 1012 364 197 105
is_linear=0
shrinkage=0.00577531


Tree=1701
num_leaves=14
num_cat=0
split_feature=12 43 12 12 150 48 47 0 16 160 52 2 1
split_gain=6.67597e-05 7.63733e-05 0.000132045 0.000141951 0.000123103 0.000148237 0.000222547 0.000192461 0.000177348 0.000173603 0.000117577 0.000100115 7.5482e-05
threshold=0.11650500000000001 -0.063379999999999978 0.051320000000000005 0.090455000000000021 0.095565000000000011 0.085845000000000019 0.09585500000000001 -0.18901999999999997 -0.056919999999999991 -0.030779999999999998 -0.012164999999999999 0.084305000000000005 0.08844500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 -4 5 7 -7 -3 12 -10 -1 -5 -9
right_child=-2 4 3 11 -6 6 -8 8 9 -11 -12 -13 -14
leaf_value=0.0029390603636890835 -0.0013282650528416583 0.0019670943445021733 -0.0017185136136528255 0.0017122606705453631 0.0012110230492895664 -0.0034796955976669933 7.660111141295435e-05 -0.00046257988675255264 0.00021030671474039689 -0.0026761743904828131 0.00043555559133270189 -0.00057022871457506892 0.0014748195176667624
leaf_weight=0.0010520227471475518 0.0010611425846692715 0.0011437716427407105 0.0010784951920620178 0.0012525945881502742 0.0015242985091056113 0.0010568959817709861 0.0010281623533355821 0.001132279106687604 0.0010383310483122465 0.0015212748824786505 0.0011775063957052403 0.001043143655648171 0.0012565904561632202
leaf_count=150 147 76 603 159 110 152 90 548 145 305 132 288 216
internal_value=0 8.3301e-05 0.000589132 -8.99377e-05 -0.000208873 -0.00047355 -0.00172605 -4.48845e-05 -0.000509926 -0.00150524 0.00161686 0.000675137 0.000556529
internal_weight=0 0.0153054 0.00560376 0.00337423 0.0097016 0.00817731 0.00208506 0.00609225 0.00494848 0.00255961 0.00222953 0.00229574 0.00238887
internal_count=3121 2974 1332 1050 1642 1532 242 1290 1214 450 282 447 764
is_linear=0
shrinkage=0.0054422


Tree=1702
num_leaves=13
num_cat=0
split_feature=484 15 15 151 160 13 15 43 1 47 16 43
split_gain=6.11592e-05 8.46216e-05 9.13183e-05 8.97907e-05 0.000121981 0.000151015 0.000206696 0.000152706 0.000110282 0.000126502 8.77731e-05 3.11596e-05
threshold=-0.0068949999999999992 -0.24436499999999997 -0.11713499999999999 -0.086769999999999986 -0.082869999999999985 -0.076599999999999988 1.0000000180025095e-35 -0.072534999999999988 0.095285000000000022 0.092530000000000015 0.0057500000000000008 0.05259500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 7 8 -6 10 -10 -7 -9
right_child=1 2 3 4 5 6 -8 11 9 -11 -12 -13
leaf_value=-0.0015301259270148315 0.0017501300579238765 -0.0016788243969897583 0.0019518225576267503 -0.0018436289437234459 0.0034034563850468607 -0.0017258207217584762 -0.0023413533437566343 -0.00039169383535090084 0.0029988739619428808 -3.1973761397459974e-05 0.0006999564875317262 0.0010545473751140783
leaf_weight=0.0010463518155807696 0.0012038561237071232 0.001314159368742491 0.0010415747094483256 0.0013976398418824769 0.0010229869910740597 0.0014111787772243456 0.0016891512351267235 0.0011059162539403837 0.0010447876057563532 0.0013166491370277811 0.001141264258101524 0.001464933688042791
leaf_count=503 232 187 174 358 137 129 666 254 168 54 158 101
internal_value=0 9.56729e-05 -4.71008e-05 0.000122599 -4.17262e-05 0.000205253 -0.000378677 0.00127812 0.000295995 0.00130899 -0.000641192 0.00043241
internal_weight=0 0.0151541 0.0139502 0.0126361 0.0115945 0.0101969 0.00660303 0.00359384 0.00491388 0.00236144 0.00255244 0.00257085
internal_count=3121 2618 2386 2199 2025 1667 1175 492 509 222 287 355
is_linear=0
shrinkage=0.00650394


Tree=1703
num_leaves=19
num_cat=0
split_feature=14 1213 1374 457 11 3 15 13 52 4 39 0 16 48 0 15 1 15
split_gain=0.00059811 0.0004442 0.000396022 0.00036206 0.000272959 0.000210104 0.000334198 0.000226708 0.000339187 0.000373661 0.00025883 0.000359679 0.000261235 0.000286207 0.000271529 0.000283236 0.000239887 0.00018756
threshold=0.076175000000000007 -1.0000000180025095e-35 -0.094929999999999987 0.080930000000000016 0.088215000000000002 -0.12018999999999998 -1.0000000180025095e-35 -0.084034999999999985 0.10160000000000001 -0.077679999999999985 0.090190000000000006 -0.053834999999999994 -0.27167499999999994 0.085845000000000019 -0.10151999999999999 -0.10203999999999998 0.098420000000000021 -0.089549999999999991
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 9 -7 11 12 -9 14 15 -14 -11 -5
right_child=-2 2 3 17 -6 7 -8 10 -10 16 -12 -13 13 -15 -16 -17 -18 -19
leaf_value=-0.00085153980957028441 -0.001033742025711531 -0.00079837522989365548 0.0010776018830141547 0.0010921495534173039 -0.00062966849913688276 0.0011064329272242475 7.4584960904063095e-05 -0.00066701113252943514 -0.00029880454926097346 -0.00029313045472567628 0.0004122961008169102 -0.00086705010048552188 -8.9743482983420542e-06 -0.00059750005165448868 -0.00023765859543759639 0.00085636886953673085 0.00057889917565127728 0.00030214388868834155
leaf_weight=0.0011103496890048073 0.0011249505605737111 0.001018063912651356 0.0010671392273557956 0.0010234376660456235 0.0011444787351244648 0.0013117280612990889 0.0018570821395904559 0.0012520322065263604 0.0015812825193796676 0.0012106476378489 0.001685836396446456 0.001383551923536246 0.0014372159182980404 0.0011341089762181289 0.0018332221603579151 0.0016663368618852151 0.0013739618076761828 0.0015291791458251483
leaf_count=477 101 53 62 69 96 62 88 70 129 261 141 178 31 163 838 47 123 132
internal_value=0 3.12666e-05 7.29617e-05 0.000112403 4.75608e-05 8.8801e-05 0.000440617 2.39748e-05 0.000259118 0.000485545 -9.99658e-05 -0.000199155 -7.29668e-05 4.95463e-05 0.00019819 0.000455639 0.000170435 0.000618886
internal_weight=0 0.0246197 0.0235093 0.0224912 0.0199386 0.0187941 0.00292422 0.0158699 0.00547762 0.00389634 0.0103923 0.00870647 0.00732292 0.00607088 0.00493677 0.00310355 0.00258461 0.00255262
internal_count=3121 3020 2543 2490 2289 2193 150 2043 575 446 1468 1327 1149 1079 916 78 384 201
is_linear=0
shrinkage=0.00142833


Tree=1704
num_leaves=14
num_cat=0
split_feature=1 43 40 133 14 52 3 47 0 49 1 2 2
split_gain=6.14401e-05 0.000112603 0.000136694 0.000141751 0.000170868 0.000177584 0.000123766 0.000139977 0.000208232 0.000200636 7.30627e-05 6.73565e-05 6.56263e-05
threshold=0.14000500000000002 0.16180500000000003 -0.013874999999999998 0.091410000000000005 -1.0000000180025095e-35 -0.10925999999999998 -0.12018999999999998 0.092710000000000015 -0.082974999999999979 -0.006494999999999999 0.089770000000000016 0.090675000000000019 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 12 8 9 11 -11 -8 -7
right_child=-2 -3 3 -5 5 6 7 -9 -10 10 -12 -13 -14
leaf_value=0.0013929744790491243 0.0010968537897052425 -0.0016688510724610294 -0.0017445741186211514 -0.0018906735643529164 -0.0015347306056540412 0.00068485010352931823 -0.0010382840822783825 -0.0014292125464000578 -0.0014072391352905832 0.001180855941680445 0.0030237925488643216 0.00073011935178662717 0.0024828033353838431
leaf_weight=0.0016337200534631497 0.0011815171243330222 0.0010661057544005823 0.0012440690462991464 0.0010844322327290485 0.001258475074559953 0.001048386574433114 0.0010084858731604822 0.0011658341269266403 0.0011584918570937946 0.0011255720403152555 0.0010520319622500662 0.0011832911364492438 0.0010052371808426663
leaf_count=264 124 208 84 529 382 95 131 135 440 502 64 89 74
internal_value=0 -9.38619e-05 2.63487e-05 -0.000154665 1.26772e-05 0.000231165 0.000485223 0.000153968 0.000487862 0.000990326 0.00207121 -8.35628e-05 0.00156494
internal_weight=0 0.0150341 0.013968 0.0123343 0.0112499 0.0100058 0.00874733 0.00669371 0.00552787 0.00436938 0.0021776 0.00219178 0.00205362
internal_count=3121 2997 2789 2525 1996 1912 1530 1361 1226 786 566 220 169
is_linear=0
shrinkage=0.00502775


Tree=1705
num_leaves=12
num_cat=0
split_feature=41 3 457 160 133 2 16 0 43 13 16
split_gain=6.25916e-05 9.78952e-05 0.000105732 0.000113518 0.000159849 0.000159099 0.000230051 0.000112564 0.000132316 0.000118974 5.11514e-05
threshold=0.078065000000000009 -0.12018999999999998 -0.0029299999999999994 -0.080719999999999986 -1.0000000180025095e-35 0.11411 -0.14771999999999999 -0.22491999999999998 -0.074359999999999996 -0.0030199999999999997 0.023255000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -3 -4 -5 6 -6 -8 9 -9 -1
right_child=-2 2 3 4 5 -7 7 8 -10 -11 -12
leaf_value=0.00043242755579382723 -0.0015297846010637805 -0.0019445477211741302 -0.0013811134083565732 -0.0019173689873165322 0.0032319846594125127 -0.0011018863983256336 0.002212293042421157 0.0024301392607056619 -0.0012929895989292209 -0.00043509616134344061 0.0023774913523039614
leaf_weight=0.0011837709289288919 0.0010283359608644895 0.0011701550108612234 0.0018529958091827456 0.0011285257434589984 0.0015467702345502597 0.0017206682551900582 0.0011502112850227978 0.0011573282864065391 0.0018906135149307805 0.0012003629597992782 0.0010263269116068674
leaf_count=116 154 243 499 679 128 266 39 315 411 147 124
internal_value=0 9.62868e-05 -0.000117417 6.61444e-05 0.000339948 0.000633907 0.00106394 0.000442762 -3.63317e-05 0.000971372 0.00133568
internal_weight=0 0.0150277 0.0128176 0.0116475 0.00979448 0.00866595 0.00694529 0.00539852 0.0042483 0.00235769 0.0022101
internal_count=3121 2967 2727 2484 1985 1306 1040 912 873 462 240
is_linear=0
shrinkage=0.00637641


Tree=1706
num_leaves=23
num_cat=0
split_feature=1213 14 1374 160 150 484 50 475 48 130 52 0 12 4 15 52 47 3 4 15 0 13
split_gain=0.00055947 0.000382336 0.000311757 0.000322215 0.000273865 0.00051523 0.00036507 0.000386908 0.000242033 0.000314273 0.000266945 0.00031714 0.000449387 0.000438484 0.000230672 0.000208164 0.00025328 0.00035235 0.000384128 0.000199989 0.000109308 8.0672e-05
threshold=-1.0000000180025095e-35 0.076175000000000007 -0.094929999999999987 -0.26568499999999995 0.094365000000000018 -0.0068949999999999992 0.10030500000000002 -0.068264999999999978 0.11951500000000001 -0.0015749999999999998 0.11434500000000002 -0.019414999999999998 -1.0000000180025095e-35 -0.49405499999999997 0.097485000000000016 -0.07167999999999998 0.092710000000000015 0.084940000000000015 0.053180000000000012 -0.042209999999999991 -0.082844999999999988 0.073000000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 7 -7 9 -9 11 12 -11 -13 15 20 17 18 -17 -6 -14 -15
right_child=1 -3 3 4 19 6 -8 8 -10 10 -12 13 14 21 -16 16 -18 -19 -20 -21 -22 -23
leaf_value=-0.00091665794340507756 -0.00064529737458167121 -0.00079873121769618444 -0.00068747158719314463 -0.00077161464124649178 0.0010486705508654048 0.00092285533991503328 0.00096935487822431745 -0.0006628654338317946 -0.00061977214277722428 -0.00062841101624750502 -0.00048840937129078954 -9.1419013456783471e-05 -0.00035635648642065717 0.0011792182380795718 -0.00041820825634859761 -9.2582924980504032e-05 -3.5900964366227165e-05 0.0014014570379207053 0.0010390906085918138 0.00016591177547074115 0.00028760214350254663 0.00063653713639922141
leaf_weight=0.0013526401503214372 0.0011956351900934683 0.001094747853477073 0.0010122810720951938 0.0013441200691368107 0.0011827574820573172 0.0011686041197946908 0.0011178020712849781 0.0010680236746189236 0.0010543155330076095 0.001601816484335934 0.0012543285039288152 0.0013357783575367321 0.001231057630447896 0.0013829947763487832 0.0010722094621273826 0.0014889114863068133 0.0015005599665016689 0.0010204411680811987 0.0011121770776287843 0.0010097885248315222 0.0010256038297541906 0.0010031437121043041
leaf_count=491 53 87 217 441 74 183 89 185 55 193 99 65 97 61 48 285 49 24 57 118 120 30
internal_value=0 4.41225e-05 8.07638e-05 0.000116955 0.000152399 0.000100733 0.000161056 0.000111737 5.64714e-05 0.000100764 0.00015503 0.000213622 7.91127e-05 0.000576927 0.000213219 0.000304971 0.000467395 0.000675932 0.0003913 0.000642111 -6.36912e-05 0.000951073
internal_weight=0 0.0262771 0.0251824 0.0239867 0.0229744 0.0207819 0.0194378 0.01832 0.0171514 0.016097 0.015029 0.0137747 0.0100528 0.00372192 0.00845096 0.00737875 0.00512209 0.00362153 0.00260109 0.00219255 0.00225666 0.00238614
internal_count=3121 2630 2543 2490 2273 2081 1640 1551 1368 1313 1128 1029 873 156 680 632 415 366 342 192 217 91
is_linear=0
shrinkage=0.00145689


Tree=1707
num_leaves=20
num_cat=0
split_feature=1213 14 1374 457 11 3 15 13 52 39 0 48 4 12 4 1 47 4 1
split_gain=0.000473983 0.000258028 0.000318812 0.000244192 0.000244658 0.000217031 0.000384975 0.00023103 0.000312958 0.000235782 0.000485746 0.000435172 0.000746177 0.000265492 0.000192108 0.000272634 0.000176251 0.000106109 6.8879e-05
threshold=-1.0000000180025095e-35 0.062655000000000016 -0.094929999999999987 0.085360000000000005 0.088215000000000002 -0.12018999999999998 -1.0000000180025095e-35 -0.084034999999999985 0.10160000000000001 0.0046100000000000004 -0.10151999999999999 0.086260000000000017 0.25615500000000008 0.10016000000000001 -0.077679999999999985 0.098420000000000021 0.10699500000000002 -0.095774999999999985 0.095285000000000022
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 -4 8 14 10 11 12 18 17 -7 -16 -11 -12 -9
right_child=1 -3 3 -5 -6 7 -8 9 -10 16 13 -13 -14 -15 15 -17 -18 -19 -20
leaf_value=-0.00088464594233241553 -0.0007058515380434947 -0.00065637229321637068 0.0011079533736730687 0.00058306360212513955 -0.00059390532350229249 0.00088322053861560577 3.7925228931852981e-05 0.00053285614260059773 -0.0003086796446160872 0.00068878287524347739 -0.0006122975430096966 -0.00070837354867987691 -0.0005285521308549361 -5.8979818232754351e-05 -0.00024953139781867312 0.00068352794754013215 -9.6461351295419143e-05 -0.0012498471689205489 0.001004589261309054
leaf_weight=0.0011680657498052407 0.0010140413036960885 0.0010280379613198934 0.0010716481601564798 0.0018560695368788618 0.0010875185367833487 0.0013990019249872088 0.0017135823249017036 0.0013017720215238136 0.0013770927235102204 0.001144350763525496 0.0010017375650269965 0.0011169918020925707 0.0014042965937903773 0.001003663342579314 0.0011867577464341273 0.00127249687924888 0.0010985827603687826 0.001046821844696514 0.001137116033703478
leaf_count=491 53 90 66 143 98 63 88 52 130 195 90 44 43 218 269 126 21 815 26
internal_value=0 2.9496e-05 6.12093e-05 9.78658e-05 5.13574e-05 8.97541e-05 0.00044963 2.50483e-05 0.000264395 -9.71383e-05 -0.000209478 6.09858e-05 0.000284594 -0.000649011 0.000468937 0.000233263 0.000304172 -0.000938088 0.000752799
internal_weight=0 0.0232616 0.0222335 0.0212195 0.0193634 0.0182759 0.00278523 0.0154907 0.00523535 0.0102553 0.0080124 0.00496018 0.00384318 0.00305222 0.00385826 0.00245925 0.00224293 0.00204856 0.00243889
internal_count=3121 2630 2540 2487 2344 2246 154 2092 588 1504 1288 165 121 1123 458 395 216 905 78
is_linear=0
shrinkage=0.00140032


Tree=1708
num_leaves=21
num_cat=0
split_feature=14 1213 1374 457 11 160 13 13 132 52 4 47 43 15 1 4 4 13 2 2
split_gain=0.000557561 0.000502071 0.000420057 0.000324037 0.000348676 0.00028705 0.000306996 0.000430965 0.000532254 0.000394255 0.000463663 0.00027922 0.000450867 0.000270968 0.000249667 0.000258725 0.000243747 0.000194606 0.000154925 6.34788e-05
threshold=0.076175000000000007 -1.0000000180025095e-35 -0.094929999999999987 0.085360000000000005 0.088215000000000002 -0.24498999999999996 -0.53104499999999988 -0.084034999999999985 0.080640000000000017 0.096795000000000006 -0.27825499999999997 0.092530000000000015 -0.074359999999999996 -0.094549999999999981 0.099990000000000009 -0.04890499999999999 0.50194500000000009 0.11596500000000001 0.097845000000000015 0.090545000000000014
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 14 9 10 -9 13 -13 16 15 18 -12 -15 -8 -5
right_child=-2 2 3 19 -6 6 7 8 -10 -11 11 12 -14 17 -16 -17 -18 -19 -20 -21
leaf_value=-0.0010082839205529635 -0.0010858722572577634 -0.00088489024333718411 -0.00070719126931651779 0.0010162803121103758 -0.00077808973566388065 -0.00070793270790138929 0.00025372072002305553 -0.0011628162996100233 0.0010129352162669175 0.00059026998842722433 0.00094845409593339051 7.4977164534785167e-05 -0.0012429117551074208 -0.0004929572856773349 0.0010576055875064995 -0.00022221137453383013 -7.6286557160785195e-05 0.00034917764594943863 0.0011164914363546625 0.00044802682920144435
leaf_weight=0.001157202911553106 0.0012200716978569828 0.0011232419500011295 0.0010445717121163869 0.0010292059051498484 0.0012015867893548906 0.0010019302522579132 0.0010952117679410289 0.0011447613621839931 0.0013175733905540507 0.0019559600500816962 0.0014746165567518189 0.0015651234878810705 0.0011765702240953413 0.0019345150059728285 0.0018970257062838891 0.0013399731506767076 0.0010132464794214424 0.0011216361787091955 0.0010593944039669623 0.0010055809110998126
leaf_count=477 101 53 221 55 98 31 76 109 162 196 105 72 68 613 161 286 65 68 16 88
internal_value=0 2.70606e-05 7.59594e-05 0.000122124 6.36531e-05 0.000113868 0.000158777 0.000206765 4.505e-05 -6.69482e-05 -0.000203261 -7.06878e-05 -0.000490582 0.000136963 0.000587808 0.00033278 0.000531102 -0.000183886 0.000677935 0.000735452
internal_weight=0 0.0256589 0.0245017 0.0233785 0.0213437 0.0201421 0.0190975 0.0180956 0.012704 0.0113864 0.00943047 0.00828571 0.00274169 0.00554401 0.00539161 0.00349458 0.00248786 0.00305615 0.00215461 0.00203479
internal_count=3121 3020 2543 2490 2347 2249 2028 1997 1458 1296 1100 991 140 851 539 378 170 681 92 143
is_linear=0
shrinkage=0.00160853


Tree=1709
num_leaves=13
num_cat=0
split_feature=1 52 0 0 4 15 2 3 0 2 150 43
split_gain=6.3883e-05 0.000109218 0.00014669 0.000232308 0.000212556 0.000118819 0.000147342 0.000100175 5.96725e-05 5.5763e-05 7.44078e-05 5.36528e-05
threshold=0.12337000000000002 0.11434500000000002 -0.077999999999999986 -0.10011499999999998 -0.49405499999999997 -0.11713499999999999 0.079055000000000014 -0.055119999999999995 -0.053834999999999994 0.090310000000000015 0.083555000000000004 -0.084999999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 -1 -7 11 -2 -8 -11 -6
right_child=8 -3 4 -5 7 6 9 -9 -10 10 -12 -13
leaf_value=-0.0014565358910008956 0.0016884438115426885 -0.0016855298340588199 -0.0013238301809814688 -0.0025150752142791117 0.0019641190622167633 0.0024765440632764386 -0.0012215027928391877 0.0032777013695403008 -0.00011766248960222699 -0.0006497042000565066 0.0013385636839414326 5.8904765017906225e-05
leaf_weight=0.0014544076271098549 0.0014138111764536304 0.0015326258903212231 0.0011283947194158372 0.0015976377965511877 0.0010327389205591342 0.0010644775633150702 0.0010621226137108308 0.0010077956009468788 0.0012394402996274206 0.0012854649927420692 0.0014416727295392118 0.0011042518891282854
leaf_count=123 173 438 140 1164 108 41 93 121 121 126 86 387
internal_value=0 -0.000173831 1.64037e-05 -0.000468409 0.000913352 4.9942e-05 0.000501354 0.00171609 0.000844739 -5.35162e-05 0.000401373 0.000979634
internal_weight=0 0.0137116 0.012179 0.00790578 0.00427318 0.00630815 0.00485374 0.00314479 0.00265325 0.00378926 0.00272714 0.00213699
internal_count=3121 2827 2389 1633 756 469 346 616 294 305 212 495
is_linear=0
shrinkage=0.00600863


Tree=1710
num_leaves=24
num_cat=0
split_feature=1213 14 1374 160 52 157 159 453 16 1 51 51 376 1 43 0 4 15 2 4 13 13 52
split_gain=0.000571153 0.000419056 0.000442624 0.000432591 0.000401628 0.000431817 0.000351508 0.000340698 0.000405415 0.000563431 0.000449138 0.000412149 0.000397355 0.00064562 0.000344566 0.000341981 0.000316073 0.000272436 0.000189678 0.000172578 0.000204342 0.000157912 0.00014921
threshold=-1.0000000180025095e-35 0.076175000000000007 -0.094929999999999987 -0.40698999999999991 -0.43320999999999993 -0.077384999999999995 0.10904500000000002 1.0000000180025095e-35 -0.062804999999999986 0.077565000000000009 0.020580000000000005 0.067785000000000012 0.11430500000000002 0.12337000000000002 0.07827000000000002 -0.060129999999999996 0.40473500000000007 0.088345000000000021 0.089605000000000018 -0.49405499999999997 -0.082014999999999991 -1.0000000180025095e-35 0.077655000000000016
decision_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 14 12 16 13 15 -7 18 17 21 -10 -17 -21 -11 -13
right_child=1 -3 3 4 5 6 -8 -9 10 11 -12 22 -14 -15 -16 19 -18 -19 -20 20 -22 -23 -24
leaf_value=-0.0010643410710552701 -0.00091375822280053342 -0.00095423749906484688 -0.00095340609024769827 -0.00085389585740301504 0.00069539360798624684 -0.0009933920654576411 -0.00086000353578635867 -0.00072640797870101377 -0.0008021531056828222 -0.00059753896314851428 -0.0010752999245770662 0.00062327419460584245 -0.00091128275508390081 0.0010918726490736852 0.00013149247013146979 -0.00020598655078341287 0.00081731867129359291 0.00055915960735667867 -1.0285120495822297e-05 1.2232945039788612e-06 0.00091315456781396079 0.00013514823229719469 0.0013172234822471864
leaf_weight=0.0014857489462040676 0.00134761098595959 0.0012749366420390365 0.0010953486680704274 0.00116256875957886 0.001868294707309647 0.0010434309512649328 0.0010422792952269324 0.0012625511415275117 0.0016995897451340678 0.0014654859372380483 0.001022181081633656 0.0016536710445662628 0.0010053275610406587 0.001104832954855528 0.0012956848268494969 0.0014282782027255081 0.0012972801919253207 0.0011879126121909778 0.0010318383608607373 0.0010567391293339057 0.0010297738832862951 0.0010878033419392582 0.0010918909162898061
leaf_count=491 53 87 202 271 210 366 133 62 240 73 58 75 13 36 102 45 185 98 162 15 50 38 56
internal_value=0 -0.000137842 -9.9688e-05 -5.73844e-05 -1.78692e-05 2.31844e-05 -3.44076e-05 7.0338e-06 5.45172e-05 0.000256703 -0.000163721 0.000445117 -5.22134e-05 6.52726e-05 -0.000370295 -0.000116313 0.00019765 -1.72237e-05 -0.000503013 0.000184201 0.000451296 -0.000285385 0.000899253
internal_weight=0 0.0285553 0.0272804 0.0259328 0.0248374 0.0236748 0.0218066 0.0207643 0.0195017 0.0101232 0.00937856 0.00778404 0.00835638 0.00735105 0.00233912 0.00624622 0.00503848 0.0037412 0.00273143 0.00351479 0.00208651 0.00255329 0.00274556
internal_count=3121 2630 2543 2490 2288 2017 1807 1674 1612 993 619 525 561 548 468 512 394 209 402 110 65 111 131
is_linear=0
shrinkage=0.00145689


Tree=1711
num_leaves=22
num_cat=0
split_feature=14 3 1213 1374 457 11 3 15 124 151 124 16 12 52 15 15 0 52 1 0 457
split_gain=0.000470043 0.00049535 0.000388883 0.000339839 0.000280895 0.000365128 0.000312999 0.000427019 0.000358462 0.000347592 0.000236783 0.00049311 0.000504244 0.0002164 0.000183777 0.000322848 0.000232733 0.00030948 0.00014341 0.000325032 8.61608e-05
threshold=0.076175000000000007 0.30112000000000005 -1.0000000180025095e-35 -0.094929999999999987 0.085360000000000005 0.088215000000000002 -0.12018999999999998 -1.0000000180025095e-35 -0.043384999999999993 -0.033849999999999991 0.11040000000000001 0.22339500000000004 0.10124000000000001 0.15116000000000002 0.091650000000000023 0.088345000000000021 -0.22491999999999998 0.077655000000000016 0.095285000000000022 -0.11756999999999999 0.094845000000000013
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 7 -5 -8 -10 11 13 -13 14 15 16 -11 18 -18 -20 -6
right_child=-2 -3 3 4 20 -7 8 -9 9 10 -12 12 -14 -15 -16 -17 17 -19 19 -21 -22
leaf_value=-0.0007257513911688425 -0.00078733609093661764 0.00087241714386490253 -0.00068512724512979201 0.001008733230484362 0.00077060128242325329 -0.00067892606807737766 0.00055559667274646834 3.7900595647993236e-05 -0.00065073330215195289 0.00060157909643633004 0.00055893009676262668 -0.0011461977793459318 7.7572960069848879e-05 -0.00049109183449265676 -0.00036222128672172728 0.00084087369104116603 -0.00054264183397305138 0.00055742670152944995 -0.00045060052128625613 0.00048957697782658612 0.00023907047644105642
leaf_weight=0.0012376167355701564 0.0012705607837939495 0.0010893468477128901 0.0010965868170860196 0.0012540028421272886 0.0010405722780988383 0.0012221408331356534 0.0016133311096727656 0.0019179674309679406 0.0016265182372804396 0.0011927471377859399 0.0010966122740523341 0.0012829676442045615 0.0010048408873579717 0.0010580611117075598 0.0011049726812439875 0.0011264539730664325 0.0013845330384666919 0.0011419979583771056 0.0013530108844150845 0.0011288442025780832 0.0010017416192731332
leaf_count=477 101 130 50 66 65 98 199 88 218 31 22 210 51 271 182 124 382 200 32 57 67
internal_value=0 1.85388e-05 -1.88391e-05 1.81572e-05 5.23554e-05 6.79356e-06 5.02452e-05 0.000421708 -2.28716e-05 -8.72275e-05 -1.60392e-05 -6.95709e-05 -0.000608699 6.03913e-05 0.000129588 0.000203751 8.80154e-05 -3.42898e-05 -0.000209063 -2.29712e-05 0.000509889
internal_weight=0 0.0259749 0.0248855 0.0236479 0.0225513 0.020509 0.0192869 0.00317197 0.0161149 0.0145016 0.012875 0.0117784 0.00228781 0.00949062 0.00843256 0.00732759 0.00620113 0.00500839 0.00386639 0.00248186 0.00204231
internal_count=3121 3020 2890 2413 2363 2231 2133 154 1979 1780 1562 1540 261 1279 1008 826 702 671 471 89 132
is_linear=0
shrinkage=0.00129368


Tree=1712
num_leaves=20
num_cat=0
split_feature=14 1213 1374 457 1 11 13 52 132 43 39 0 3 47 0 47 52 1 42
split_gain=0.00050088 0.000448689 0.000390651 0.000261904 0.00030584 0.000270724 0.000214093 0.000588211 0.000551443 0.000303059 0.000278926 0.000174111 0.000227426 0.000292962 0.000414454 0.000249354 0.000218988 0.000171273 6.21824e-05
threshold=0.076175000000000007 -1.0000000180025095e-35 -0.094929999999999987 0.080930000000000016 0.086105000000000015 0.088215000000000002 -0.084034999999999985 0.11434500000000002 0.080640000000000017 0.16180500000000003 0.090190000000000006 0.12113000000000002 -0.10519499999999998 0.092530000000000015 -0.098289999999999975 0.12794000000000003 -0.0064899999999999992 0.08844500000000001 0.085505000000000012
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 5 -5 6 7 9 10 17 11 12 -8 14 16 -15 -14 -4 -19
right_child=-2 2 3 4 -6 -7 8 -9 -10 -11 -12 -13 13 15 -16 -17 -18 18 -20
leaf_value=-0.00090780433920093374 -0.0010120539750294523 -0.00085217603588730241 0.00041315462941200542 -8.2706244142393182e-05 0.0010027673101581807 -0.0006538138862527686 0.00040460450334142787 -0.00067145403154289464 0.0010070101246669964 -0.0001874942605358414 0.00047631363664765893 -0.00080269674636354008 -0.00017742996318453197 -0.0012349067892935006 -0.00069067016636187577 -0.00017810330557863869 0.00062420833109926022 0.00077620475709811387 0.0012976200659746652
leaf_weight=0.0011546887088205162 0.0011468854717810997 0.0010291021680011161 0.0019332694928159639 0.0010131908384041202 0.0016006740510986217 0.0011892370485107042 0.0015017684369902336 0.0011287944204380063 0.0011540856702489935 0.0010344046198618173 0.0016298978043246268 0.0010718636495272446 0.0014764238462332546 0.0011288213743029796 0.0016182385235917526 0.0010122573082220754 0.0018170051064396705 0.0010618302870746277 0.0011269395893768741
leaf_count=477 101 53 282 76 125 96 84 118 166 40 139 57 49 130 851 35 72 98 72
internal_value=0 3.31409e-05 7.93202e-05 0.000121927 0.000582014 6.14489e-05 0.000106947 0.00033943 -1.0794e-05 0.000560722 -0.000115148 -0.000215291 -0.000141691 -0.000258015 -4.9971e-05 -0.000735272 0.000264839 0.000748483 0.00104467
internal_weight=0 0.0246825 0.0235278 0.0224987 0.00261386 0.0198848 0.0186956 0.00628524 0.0124104 0.00515644 0.0112563 0.00962638 0.00855451 0.00705275 0.00491167 0.00214108 0.00329343 0.00412204 0.00218877
internal_count=3121 3020 2543 2490 201 2289 2193 610 1583 492 1417 1278 1221 1137 972 165 121 452 170
is_linear=0
shrinkage=0.00154607


Tree=1713
num_leaves=22
num_cat=0
split_feature=14 160 1374 1213 457 49 11 13 132 52 13 12 3 47 3 13 1 2 2 15 43
split_gain=0.000528214 0.000446575 0.000462913 0.000486886 0.000349302 0.000419768 0.00036808 0.000379559 0.000670079 0.000597905 0.000488536 0.00044559 0.000308926 0.000403084 0.000362566 0.000268741 0.000499714 0.000232861 0.000208809 0.000146964 0.000119577
threshold=0.076175000000000007 -0.40698999999999991 -0.094929999999999987 -1.0000000180025095e-35 0.080930000000000016 -0.083629999999999996 0.088215000000000002 -0.084034999999999985 0.080640000000000017 0.096795000000000006 -0.53104499999999988 0.09857500000000001 -0.034684999999999994 0.092710000000000015 0.088060000000000013 -0.47860499999999995 0.08592000000000001 0.113445 0.10497000000000002 -0.033689999999999991 -0.074974999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 6 -6 7 10 9 11 -5 12 -9 14 19 -12 -17 -18 -11 -14 -13
right_child=-2 2 3 4 5 -7 -8 8 -10 18 15 20 13 -15 -16 16 17 -19 -20 -21 -22
leaf_value=-0.00091982974772557584 -0.0009567019962386285 -0.00084824636781635863 -0.00078885178186138979 -0.00049793513464650545 -0.00013750243426147526 0.0010280664873072718 -0.00066888033367706933 -0.00098834931196521009 0.00098475244065138949 6.3359443442763386e-05 0.0012472971280350314 -2.550956797720963e-05 0.00078812007823271827 -0.00085518904636589519 -0.00047102131206256547 -0.0001978478334374778 0.00048382489022668961 0.0013295377647023921 0.00095252294976930728 6.3604988509298611e-06 0.00066481471290574833
leaf_weight=0.0010162866748906754 0.0012069583838645306 0.0011298869429410266 0.0012314617628631499 0.0010531165843303825 0.0010028029071440514 0.0018954042679917285 0.0012891372897705358 0.0017025542997017333 0.0012974513653212236 0.0010130997588552191 0.0010512626559799898 0.0010888824723260804 0.0010399397563700397 0.0018026125334231757 0.0019752245768653864 0.0017017033442488427 0.0019006073801937085 0.001085846734284357 0.0012550482399646956 0.0010023874639251253 0.0010425047268059762
leaf_count=226 101 53 453 31 55 145 96 606 158 142 42 55 100 60 72 310 98 81 62 56 119
internal_value=0 2.79613e-05 6.42261e-05 0.000104767 0.000150241 0.00062477 8.56778e-05 0.000134284 -9.53705e-06 -0.000117742 0.000414191 -0.000275882 -0.000442485 -0.000282805 -2.59859e-05 0.000581556 0.000432272 0.000791318 0.000555366 0.000404427 0.000312142
internal_weight=0 0.0275772 0.0265609 0.025431 0.0241996 0.00289821 0.0213014 0.0200122 0.0132197 0.0119223 0.00679254 0.00965411 0.00752272 0.00582016 0.00401755 0.00573942 0.00468816 0.00298645 0.00226815 0.00204233 0.00213139
internal_count=3121 3020 2794 2741 2288 200 2088 1992 1430 1272 562 1068 894 288 228 531 489 179 204 156 174
is_linear=0
shrinkage=0.00145689


Tree=1714
num_leaves=12
num_cat=0
split_feature=43 13 132 42 4 0 47 0 52 16 4
split_gain=7.56761e-05 0.000110462 0.000145525 0.000132444 0.000122867 0.000198389 0.000350881 0.000153795 0.000329477 0.000165413 9.75107e-05
threshold=0.21122500000000002 -0.23438999999999996 0.081240000000000021 -0.0060199999999999993 -0.27825499999999997 -0.062294999999999996 0.092530000000000015 -0.083914999999999976 -0.0064899999999999992 -0.36241499999999999 0.0061450000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 7 8 10 -10 -6
right_child=-2 2 -4 4 5 -7 -8 -9 9 -11 -12
leaf_value=0.001282316504254216 -0.0013816285691329237 -0.0015574885405055159 0.0015805321431349557 -0.0013916360367082596 -0.0016700272148667448 0.0017818473813957184 -0.0026373116565363425 -0.0014652269433569197 0.00024792467386159115 0.0027627079808722681 0.00030992315988515078
leaf_weight=0.0017485526455864849 0.0010094995298420275 0.0017520063975866177 0.0012579419088710733 0.0015262445832387598 0.0012987853409785564 0.0016687956055767101 0.0012668447672437855 0.0010777452953678116 0.0010948941691310016 0.0018504859102838316 0.001318045456802433
leaf_count=157 198 552 288 204 298 226 179 505 141 321 52
internal_value=0 6.64759e-05 -8.41755e-05 -0.000247092 -4.02955e-05 0.000175093 -0.000164025 0.000307856 0.000651412 0.00182788 -0.000672766
internal_weight=0 0.0158603 0.0141118 0.0128538 0.0111018 0.0095756 0.0079068 0.00663996 0.00556221 0.00294538 0.00261683
internal_count=3121 2923 2766 2478 1926 1722 1496 1317 812 462 350
is_linear=0
shrinkage=0.00512831


Tree=1715
num_leaves=13
num_cat=0
split_feature=4 3 42 43 52 16 1 43 1 16 0 52
split_gain=7.22201e-05 0.000114649 8.8498e-05 0.000103977 0.000161307 0.000112182 0.000128654 0.000187467 0.000133339 0.000135215 0.000122629 0.000115267
threshold=0.27287000000000006 0.10893000000000001 0.091735000000000025 0.12450000000000001 -0.24164999999999998 -0.36241499999999999 0.094385000000000011 -0.17390999999999998 0.089175000000000018 0.064860000000000015 -0.10151999999999999 -0.077024999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -6 7 -7 9 11 -8 -9
right_child=1 -3 -4 -5 5 6 10 8 -10 -11 -12 -13
leaf_value=-0.0019111251880963736 0.0016952199328068946 -0.00044207107767628244 -0.0011451776481303858 0.0013027563641942073 -0.0015120847613396288 0.0017213471460397476 0.0018775944534154922 0.0017619533637147609 -0.0021273498269298173 -0.0015517101509453181 -0.0001802783726431161 -0.00036196333000377418
leaf_weight=0.0011423860632643517 0.0013922984036731012 0.0010850326242860531 0.001892935528565288 0.0013272858331741808 0.0010084069786938663 0.0010231582361519579 0.0017812108139643179 0.0010124212692435323 0.0010802430026922993 0.0011775367035213313 0.0011628997511876626 0.0016051452885630386
leaf_count=277 233 119 562 166 107 100 131 156 140 85 147 898
internal_value=0 0.00075912 -0.00015289 -4.3571e-07 -0.000157776 4.55531e-05 0.000223185 -0.000196864 -0.000599427 -0.000164517 0.00106475 0.000459524
internal_weight=0 0.00247733 0.0142136 0.0123207 0.0109934 0.00985102 0.00884262 0.0058985 0.00487535 0.0037951 0.00294411 0.00261757
internal_count=3121 352 2769 2207 2041 1764 1657 1379 1279 1139 278 1054
is_linear=0
shrinkage=0.00492917


Tree=1716
num_leaves=20
num_cat=0
split_feature=1213 14 402 124 4 151 484 52 39 160 457 13 52 49 2 13 52 15 2
split_gain=0.000467784 0.000403 0.000236081 0.000315807 0.000325848 0.000306004 0.000374194 0.000295592 0.000276593 0.000461249 0.000307779 0.000304109 0.000202635 0.000437753 0.000331623 0.00021605 0.000175286 0.00011782 7.15919e-05
threshold=-1.0000000180025095e-35 0.076175000000000007 0.073745000000000019 -0.043384999999999993 -0.51843499999999987 -0.090369999999999992 -1.0000000180025095e-35 -0.40306999999999998 0.11536 -0.098904999999999979 -0.0029299999999999994 0.17001000000000002 -0.081429999999999989 -0.069799999999999987 0.083995000000000014 -0.094514999999999988 0.083680000000000018 -0.095869999999999983 0.092755000000000018
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 -7 -8 9 -9 -11 12 18 -14 17 -16 -17 -15 -12
right_child=1 -3 -4 4 5 6 7 8 -10 10 11 -13 13 14 15 16 -18 -19 -20
leaf_value=-0.00094593227657253237 0.00062952245957647679 -0.000875186161611689 0.00070866863427628544 -0.00084324103378209984 -0.00059032199504437902 -0.00066628633714389178 -0.00061768342916975047 -0.00078094772217142221 0.00099211210620877253 -0.00050469038181895159 0.0011237077774879846 -0.00039982841939931749 -0.00065258752799782931 -0.00032973198457114547 0.0011522048875869837 0.00016007304935595598 0.00094969904787500824 0.00032643002232914987 0.0005480099248926563
leaf_weight=0.0012268468814462244 0.0019626775876880045 0.0011166146474401719 0.0013278188890944584 0.0010876178762968492 0.0017450233498369485 0.001438211323641663 0.0010955559521961455 0.0011484827891494196 0.001018370926226809 0.0011935755156824443 0.0010511123331240465 0.0012486273518419475 0.0010123500510381732 0.0013162381110228827 0.0015660721483037295 0.0018891568787756689 0.0010429800065259176 0.0013003168284688267 0.0010148565890943928
leaf_count=491 223 87 247 46 156 376 234 262 51 80 55 48 67 40 68 137 218 181 54
internal_value=0 3.22816e-05 7.54757e-05 3.74856e-05 -2.01277e-05 2.679e-05 8.89082e-05 0.000157228 0.000214582 0.000157136 0.000242404 0.000320339 0.000408557 0.00029865 0.000434001 0.000688575 0.000440948 -3.6473e-06 0.00084091
internal_weight=0 0.0245757 0.023459 0.0221312 0.0201685 0.0190809 0.0173359 0.0158977 0.0148021 0.0137838 0.0126353 0.0114417 0.0101931 0.00812711 0.00711476 0.00449821 0.00293214 0.00261655 0.00206597
internal_count=3121 2630 2543 2296 2073 2027 1871 1495 1261 1210 948 868 820 711 644 423 355 221 109
is_linear=0
shrinkage=0.00154607


Tree=1717
num_leaves=20
num_cat=0
split_feature=1213 14 160 1374 52 157 159 133 453 11 4 15 42 15 3 0 16 15 4
split_gain=0.000626738 0.000528495 0.000472318 0.000494811 0.000314193 0.00029002 0.000343839 0.0003664 0.000286784 0.000305138 0.000345435 0.000310149 0.000421335 0.000355424 0.000252138 0.000265685 0.000651575 0.000247352 0.000193632
threshold=-1.0000000180025095e-35 0.076175000000000007 -0.26568499999999995 -0.094929999999999987 -0.43320999999999993 -0.077384999999999995 0.10519500000000001 0.10622000000000002 1.0000000180025095e-35 0.088710000000000011 0.27044500000000005 -0.10203999999999998 -0.088934999999999986 0.091650000000000023 0.13524500000000003 -0.069444999999999993 -0.056919999999999991 -0.092334999999999987 -0.39518999999999993
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 8 9 10 11 -7 -13 14 15 16 17 -14 -17
right_child=1 -3 3 4 5 6 -8 -9 -10 -11 -12 12 13 -15 -16 18 -18 -19 -20
leaf_value=-0.0010118121377945481 -0.00090312411050851471 -0.00096963085143304481 -0.00079936996361334848 -0.00064125497470023216 0.00078534408109587415 -0.00026837480952125091 -0.00064274564022495694 -0.00053609684892628106 -0.00047607062712949687 -0.00039654282773056595 0.00096069025606367725 -0.00034275372397720452 0.0011461392941615298 -0.00010708136283812664 0.0012865754102172283 0.00042193139168049095 -0.0007375842763336838 0.00028637904228879184 0.0011827818676801601
leaf_weight=0.0013176219525228841 0.0010307432028864019 0.0011008904430505053 0.0012175365757585146 0.0010019307199703202 0.0017764741254018826 0.0019223896319187006 0.0011157718355083992 0.0013652653448467519 0.0010894470126717728 0.0012464237863127883 0.0019029770628382495 0.001560553405891175 0.0011955333090232726 0.0018227928625975656 0.0010820864586165158 0.0013011674848435462 0.0010509485120225315 0.0019349001655107056 0.0017085330358608455
leaf_count=491 217 87 53 271 205 147 176 300 57 52 209 113 50 126 48 44 161 238 76
internal_value=0 3.83119e-05 8.21269e-05 0.000123928 0.00017264 0.000209581 0.000159192 0.000205836 0.000262686 0.000310798 0.000367745 0.000284649 0.000375853 0.00048693 0.000617806 0.000517172 0.000274837 0.000614727 0.000853848
internal_weight=0 0.0264264 0.0253255 0.0242947 0.0230772 0.0220753 0.0202988 0.019183 0.0178178 0.0167283 0.0154819 0.0135789 0.0116565 0.010096 0.00827317 0.00719108 0.00418138 0.00313043 0.0030097
internal_count=3121 2630 2543 2326 2273 2002 1797 1621 1321 1264 1212 1003 856 743 617 569 449 288 120
is_linear=0
shrinkage=0.00148603


Tree=1718
num_leaves=14
num_cat=0
split_feature=1 43 376 133 42 4 48 150 12 15 15 16 42
split_gain=7.82777e-05 9.53307e-05 0.000200333 0.000136101 0.000223721 0.000231674 0.000202045 0.000270947 0.00018667 0.000147873 0.000146442 0.000165407 6.06334e-05
threshold=0.14000500000000002 0.16180500000000003 0.048375000000000008 0.091410000000000005 0.08623500000000002 -0.27825499999999997 0.085845000000000019 0.091105000000000005 0.09334000000000002 1.0000000180025095e-35 -0.0088349999999999974 -0.056919999999999991 0.090310000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 9 -8 12 10 11 -7 -6
right_child=-2 -3 -4 -5 8 6 7 -9 -10 -11 -12 -13 -14
leaf_value=-0.0030307276521818155 0.001344624096516136 -0.0017387323128240269 0.0024033896015502785 -0.0020673253547908326 0.001289728078468321 0.0014184030221690575 -0.0031170079085966135 0.00066182586319542172 -0.0006416723336442595 -0.0011477927610581283 0.0025766310240962942 -0.0012674654396837217 0.0032217287526253363
leaf_weight=0.0010044658183532311 0.0012492447286635211 0.0010957233546171627 0.0010273629449157546 0.0011343652135952656 0.0010260298431951512 0.0017392703621709783 0.0014189656200509215 0.0010647574663860127 0.0010672073853271735 0.0014162944931707111 0.0012684770833810526 0.0012731719125025891 0.001057534759749984
leaf_count=175 124 208 147 544 310 220 169 43 183 445 101 268 184
internal_value=0 -0.000128383 -6.67627e-06 -0.000190486 -1.79021e-05 -0.00046448 -0.000149393 -0.00149704 0.001284 0.000438121 0.000962803 0.000283254 0.00227033
internal_weight=0 0.0155936 0.0144979 0.0134705 0.0123362 0.0091854 0.00818094 0.00248372 0.00315077 0.00569721 0.00428092 0.00301244 0.00208356
internal_count=3121 2997 2789 2642 2098 1421 1246 212 677 1034 589 488 494
is_linear=0
shrinkage=0.00566207


Tree=1719
num_leaves=21
num_cat=0
split_feature=1213 14 1374 457 484 160 50 474 151 151 12 13 12 3 39 47 4 0 15 4
split_gain=0.000525524 0.000462238 0.000438361 0.000480187 0.000360783 0.000304115 0.0005472 0.000279703 0.000225931 0.000189037 0.000252505 0.000236412 0.000418976 0.000367538 0.000391121 0.000241187 0.000207506 0.000518672 0.000445736 0.000127907
threshold=-1.0000000180025095e-35 0.076175000000000007 -0.094929999999999987 0.088350000000000026 -0.0068949999999999992 -0.24498999999999996 0.10030500000000002 0.084660000000000027 -0.090369999999999992 -0.019324999999999998 -0.094384999999999983 -0.099939999999999987 0.095330000000000012 0.10893000000000001 0.090190000000000006 0.10783500000000001 -0.083854999999999985 0.11070500000000001 -0.09551999999999998 0.022185000000000003
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 -7 -10 -11 12 -12 14 15 16 17 -13 -18 -20
right_child=1 -3 3 -5 5 6 -8 -9 9 10 11 13 -14 -15 -16 -17 18 -19 19 -21
leaf_value=-0.00097703483163146107 -0.0008525427326747803 -0.00094460212942511755 -0.00069493371847083654 0.0008485018150006003 -0.00068813914776849334 -0.00056334041913830887 0.001123370085300291 0.00070538620932261448 0.00068809130814784182 -0.00069883941323453929 0.0010192367182978795 0.00064765277412021614 -6.8610680161041037e-05 -0.00089629353573661614 0.00083452463926199361 0.00062623287248378368 0.00023059085771701121 -0.00065348199237416887 -0.0012104237413922611 -0.00047888343800617993
leaf_weight=0.0012424163979438954 0.0011206311392193405 0.0010676111079837005 0.0013839916738377219 0.0018998980537208712 0.0010545403112772736 0.0013766034077988811 0.0012365177844788624 0.0015133687176652746 0.00108331467664713 0.0010110342498280628 0.0015301379585219649 0.0017792412251895718 0.0017365374726541205 0.0010087682956339003 0.0013086114481316025 0.0010143209415218735 0.0014996159251537923 0.0011646271955711995 0.0010884641785383568 0.0011082255059606319
leaf_count=491 53 87 441 116 218 98 90 193 126 90 69 171 37 25 76 31 149 72 406 82
internal_value=0 3.20597e-05 7.3904e-05 0.00011753 5.41098e-05 0.000104645 0.000147607 8.13965e-05 2.48822e-05 7.76934e-05 3.12883e-05 8.70485e-05 0.000440946 -2.88844e-05 6.87397e-05 -6.21788e-05 -0.000167337 0.000132909 -0.000406464 -0.000841363
internal_weight=0 0.0259861 0.0249185 0.0237978 0.0218979 0.0205139 0.0194594 0.0182229 0.0167095 0.0153329 0.0142496 0.0132386 0.00326668 0.00997187 0.00896311 0.00765449 0.00664017 0.00294387 0.00369631 0.00219669
internal_count=3121 2630 2543 2490 2374 1933 1715 1625 1432 1334 1208 1118 106 1012 987 911 880 243 637 488
is_linear=0
shrinkage=0.00151575


Tree=1720
num_leaves=13
num_cat=0
split_feature=41 3 1 13 2 3 12 2 0 3 2 13
split_gain=7.73594e-05 0.000112212 0.000110721 0.000132905 0.000288486 0.000128019 0.000191668 0.000114324 0.000106321 7.31407e-05 9.60294e-05 5.87305e-05
threshold=0.078475000000000017 -0.12018999999999998 0.10089500000000001 -0.47860499999999995 0.092365000000000017 0.088060000000000013 0.09141500000000001 0.089885000000000007 -0.084269999999999984 0.13524500000000003 0.11215000000000001 0.090705000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 -3 7 6 -4 8 -5 10 -7 -1
right_child=-2 2 5 4 -6 9 -8 -9 -10 -11 -12 -13
leaf_value=0.0022051831606470641 -0.0015221391347434391 0.0012276059523360823 0.0032520563163186129 -0.0015886209383420774 -0.0027558162371916616 0.00029785508374748613 3.975558307189807e-05 0.0013945372543447106 0.00058765207458007826 0.00082180861284271423 -0.0019507680131287594 0.00041804650824559116
leaf_weight=0.0010592801366566098 0.0010290383404114581 0.0010782424692479236 0.0010605929822855575 0.0017367641517474983 0.0019024188792787916 0.001239251709449718 0.0013578675538892249 0.0011837511169590642 0.0012289358261540796 0.0013872201063422906 0.001196943499717662 0.0013293292235024845
leaf_count=101 148 23 229 723 632 46 140 167 561 165 41 145
internal_value=0 8.01847e-05 -0.000121737 -0.000603798 -0.000930094 0.000428922 0.00144848 -9.30456e-05 -0.00068681 -0.000215988 -0.000806931 0.00121059
internal_weight=0 0.0157606 0.013372 0.00713011 0.00605187 0.00624188 0.00241846 0.00414945 0.0029657 0.00382342 0.0024362 0.00238861
internal_count=3121 2973 2727 2106 2083 621 369 1451 1284 252 87 246
is_linear=0
shrinkage=0.00566207


Tree=1721
num_leaves=19
num_cat=0
split_feature=14 1213 160 157 159 130 48 14 48 3 15 15 1 47 3 1 49 48
split_gain=0.000515849 0.000499374 0.000227603 0.000262226 0.000232357 0.000265906 0.000297987 0.000229514 0.000270219 0.000260319 0.000168419 0.000289926 0.000221704 0.000347244 0.000342737 0.000276358 0.000171452 0.000145913
threshold=0.076175000000000007 -1.0000000180025095e-35 -0.24498999999999996 -0.077384999999999995 0.10519500000000001 -0.0015749999999999998 0.12737000000000001 -0.10708499999999999 0.10322500000000003 -0.12018999999999998 0.091650000000000023 0.040760000000000005 0.094385000000000011 0.093140000000000014 0.0051600000000000005 0.13146500000000003 -0.0055299999999999993 0.085130000000000025
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 -5 7 -7 9 -9 11 12 14 16 -11 -15 -14 -16
right_child=-2 2 3 4 -6 6 -8 8 -10 10 -12 -13 13 15 17 -17 -18 -19
leaf_value=-0.00094996630391845681 -0.0010052956638743932 -0.00059967928504964349 0.00063551467285934593 -0.00062622030475571234 -0.00063484411676470215 -0.00043019141252679426 -0.00059460612690017301 0.00068264831700241184 0.00084583581523873044 -0.00077708988906128739 -0.00039481667143603642 0.00070948710032660582 0.00031203381871236946 -0.00065672355143570245 0.00035663633050525442 0.00035017169608989458 0.0011686874452953985 -0.00031347007241696863
leaf_weight=0.0011004672706740595 0.0011168184794265726 0.0010539119820735651 0.0018958146868036088 0.0010672499854681118 0.0010168220118638707 0.0012301719996781748 0.0011492879832046823 0.0019149058865005281 0.0014568877975440772 0.001459083924604053 0.0013841268165433194 0.001749183220781215 0.0010582359713431355 0.0010859645781451377 0.0018691210507668643 0.001350558912690758 0.0010067503028555747 0.0011646993808938078
leaf_count=477 101 223 318 192 179 72 66 133 93 431 207 235 138 50 40 16 120 30
internal_value=0 2.78677e-05 7.48316e-05 0.000107353 5.71952e-05 9.43362e-05 0.000137348 0.000187632 0.000236667 0.000173468 9.30707e-05 0.000155927 4.82732e-05 0.000281357 -0.000185257 -9.8604e-05 0.000729681 9.9379e-05
internal_weight=0 0.0240132 0.0229128 0.0218589 0.019963 0.0189462 0.017879 0.0167297 0.0154995 0.0140426 0.0121277 0.0107436 0.00899441 0.00450151 0.0044929 0.00243652 0.00206499 0.00303382
internal_count=3121 3020 2543 2320 2002 1823 1631 1565 1493 1400 1267 1060 825 324 501 66 258 70
is_linear=0
shrinkage=0.00148603


Tree=1722
num_leaves=14
num_cat=0
split_feature=484 4 48 15 16 4 15 0 0 42 4 4 3
split_gain=8.00714e-05 0.000123992 0.000104016 0.000146921 0.000165265 0.000176931 0.000135622 0.000134908 0.000241358 0.000151121 0.000123246 8.58875e-05 8.36347e-05
threshold=-0.0068949999999999992 0.27044500000000005 0.016865000000000002 -0.016799999999999995 0.38525000000000004 -0.27825499999999997 -0.095244999999999982 -0.060129999999999996 -0.083914999999999976 1.0000000180025095e-35 -1.0000000180025095e-35 -0.015039999999999998 0.10893000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 5 -5 -2 8 9 -7 11 -4 -3
right_child=1 12 10 4 -6 7 -8 -9 -10 -11 -12 -13 -14
leaf_value=-0.0015936801157376836 -0.00024453542740146404 0.002482505138416421 0.00056150780933425905 -0.0027312046600315889 0.0018333462710172757 -0.00089936915035541368 -0.003013690120466045 0.001888805768608092 -0.0029659742835232874 0.0022224956518060632 -0.00057837328491981124 0.0028443583095388359 0.00014412707973559863
leaf_weight=0.0010892067170776417 0.0012125691428375163 0.0011993216020176395 0.0013956177136844605 0.0010290020494259219 0.0013904250032686916 0.0012153829164298071 0.0013488228261264506 0.0010729287906408062 0.0010355444245019885 0.0010378796747739782 0.0016877334384331763 0.0010372292988735515 0.0010234542176975614
leaf_count=503 100 230 144 63 98 214 350 84 638 260 176 145 116
internal_value=0 9.10765e-05 -0.000125989 -0.00047674 -1.36442e-05 -0.000490036 -0.00170277 3.86913e-05 -0.000564884 0.000538599 0.000669265 0.00153479 0.00140582
internal_weight=0 0.0156859 0.0134631 0.00934255 0.00678116 0.00539074 0.00256139 0.00436174 0.00328881 0.00225326 0.00412058 0.00243285 0.00222278
internal_count=3121 2618 2272 1807 1357 1259 450 1196 1112 474 465 289 346
is_linear=0
shrinkage=0.00600863


Tree=1723
num_leaves=22
num_cat=0
split_feature=1213 160 14 1374 11 51 16 453 4 484 124 43 16 15 3 42 3 15 16 15 52
split_gain=0.000515394 0.000513506 0.000525176 0.000478746 0.000307301 0.000329766 0.000379503 0.000348505 0.00043653 0.000326543 0.000280878 0.00021115 0.000550179 0.000313399 0.000321183 0.000252272 0.000503953 0.000624312 0.000173862 0.000165943 0.000159119
threshold=-1.0000000180025095e-35 -0.40698999999999991 0.076975000000000002 -0.094929999999999987 0.088215000000000002 0.067785000000000012 -0.062804999999999986 1.0000000180025095e-35 0.36766000000000004 0.084040000000000017 0.14970500000000003 -0.074359999999999996 0.22339500000000004 -0.10203999999999998 0.10732000000000001 -0.095859999999999987 -0.075944999999999985 0.040760000000000005 -0.056919999999999991 0.090455000000000021 0.077655000000000016
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 7 20 8 9 10 11 15 13 -13 18 -5 17 -17 19 -15 -7
right_child=1 2 -4 4 -6 6 -8 -9 -10 -11 -12 12 -14 14 -16 16 -18 -19 -20 -21 -22
leaf_value=-0.00090925926183329522 -0.0010115249183184172 -0.00084034505425675712 -0.00090168383045237421 -0.00048693211697089703 -0.00050183871553319281 0.00059428158975781279 -0.00014185522415353184 -0.00070349458163454796 0.00080953438556042375 0.00073728057225796236 0.00068947774169876043 -0.00071542701408261922 -0.0011281550451180192 -0.00018521771044192192 0.00086589706527553619 -0.0006610839685488515 0.0011137827447402033 0.00064964513952303496 -0.00052559508214333078 0.00060712728179268679 0.0013131640389102727
leaf_weight=0.0013915746992055602 0.0010300190579844428 0.0011324039173654646 0.0012017340424645964 0.0010881746858878993 0.0015044817528533363 0.0018340096663718164 0.0011675902299284604 0.0011010004284511812 0.0020117055714077977 0.0014776818244381937 0.0011999240109403795 0.0012088741690410246 0.001248299707735448 0.0013358524978321022 0.0010302900435235074 0.0015911951723713291 0.0012448754219764871 0.00161893902876864 0.0012402069888968028 0.0010366500099725506 0.0010805008676149086
leaf_count=491 215 53 74 79 101 138 105 68 256 167 19 92 136 213 31 333 80 92 183 129 66
internal_value=0 1.77995e-05 5.8029e-05 0.000103882 0.000148396 0.000191844 0.000574009 0.000107214 0.000158712 7.32564e-05 2.37612e-06 -6.28336e-05 -0.000232516 -4.14616e-05 0.000134015 0.00015451 0.000311187 -5.53709e-08 -7.47062e-05 0.000160992 0.000860794
internal_weight=0 0.0273844 0.0263544 0.0251527 0.0240203 0.0225158 0.0040821 0.0184337 0.0173327 0.015321 0.0138433 0.0126434 0.00710017 0.00585187 0.004643 0.00554318 0.00445501 0.00321013 0.00361271 0.0023725 0.00291451
internal_count=3121 2630 2415 2341 2288 2187 309 1878 1810 1554 1387 1368 784 648 556 584 505 425 525 342 204
is_linear=0
shrinkage=0.00148603


Tree=1724
num_leaves=21
num_cat=0
split_feature=14 1213 1374 457 11 160 13 13 132 52 4 2 13 42 47 15 15 13 4 150
split_gain=0.000586102 0.000512635 0.000361408 0.000326992 0.000296022 0.00022621 0.000265556 0.000491629 0.000488595 0.000343747 0.000447422 0.000250713 0.000388723 0.000352019 0.000245577 0.000376874 0.000287431 0.000217849 0.000180697 6.31062e-05
threshold=0.076175000000000007 -1.0000000180025095e-35 -0.094929999999999987 0.085360000000000005 0.088215000000000002 -0.24498999999999996 -0.084034999999999985 -0.53104499999999988 0.080640000000000017 0.096795000000000006 -0.27825499999999997 0.097845000000000015 -0.39067499999999994 0.08623500000000002 0.092530000000000015 -0.055554999999999993 -0.094549999999999981 0.090705000000000008 0.50194500000000009 0.087865000000000013
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 -7 9 10 -8 13 -13 -9 16 -16 18 -18 -12 -5
right_child=-2 2 3 19 -6 6 8 11 -10 -11 14 12 -14 -15 15 -17 17 -19 -20 -21
leaf_value=-0.00091939820519569603 -0.0010123053962188193 -0.0007434583664038515 -0.00055615966170118568 0.00043323038108700657 -0.00063999787677557522 -0.0005478504474924088 -0.0010508141110457208 -0.00033372033899555767 0.00088858940985855743 0.00052740028207511232 0.00083718111575087784 0.0014862046578275191 0.00037594344118056534 0.00076532347269927636 -0.00086929232333396206 0.00028455752153968422 -0.00049388849017841137 0.00031633025912108513 1.340543658839758e-05 0.00095401102969373092
leaf_weight=0.0011680435974446559 0.0012198540616907829 0.0011006903921533242 0.0010461921686719796 0.0010266613766987112 0.0012122091287771744 0.0010171649857895204 0.0011603920400871061 0.0012233560438165069 0.001301599043502911 0.0017674211952812277 0.001423673432008745 0.0012887650829038755 0.0015149987890822059 0.0013579083240920775 0.0016630034489210632 0.0010015899680642093 0.0019259638522743251 0.0011829503070912573 0.0010017677993111318 0.0010286509539917943
leaf_count=477 101 53 221 75 98 31 109 238 162 196 105 70 95 136 118 22 595 86 65 68
internal_value=0 4.21805e-05 8.85063e-05 0.000128073 7.29303e-05 0.000116409 0.000153776 0.000399652 2.71183e-05 -7.36558e-05 -0.000187159 0.000578623 0.000886281 0.000244446 -6.4927e-05 -0.000435573 0.000113526 -0.000185598 0.000496941 0.000693873
internal_weight=0 0.025413 0.024245 0.0231443 0.021089 0.0198767 0.0188306 0.00640219 0.0124284 0.0111268 0.00935934 0.00538503 0.00280376 0.00258126 0.00819895 0.00266459 0.00553436 0.00310891 0.00242544 0.00205531
internal_count=3121 3020 2543 2490 2347 2249 2028 570 1458 1296 1100 539 165 374 991 140 851 681 170 143
is_linear=0
shrinkage=0.00148603


Tree=1725
num_leaves=22
num_cat=0
split_feature=1213 14 1374 3 457 1 39 11 3 4 13 0 151 132 160 13 0 0 0 43 4
split_gain=0.000524247 0.000506508 0.000424068 0.000349926 0.000364044 0.000463703 0.000393781 0.000345807 0.000454832 0.000624302 0.000281413 0.000439134 0.000333302 0.000261716 0.000358821 0.000341773 0.00031718 0.000510463 0.000265265 0.000205444 0.000204342
threshold=-1.0000000180025095e-35 0.076175000000000007 -0.094929999999999987 0.30112000000000005 0.080930000000000016 0.083135000000000014 0.13507500000000003 0.088215000000000002 0.088060000000000013 0.36766000000000004 -0.47860499999999995 -0.073309999999999986 -0.00099499999999999979 0.081465000000000024 -1.0000000180025095e-35 -0.084034999999999985 -0.061629999999999997 -0.10151999999999999 0.12113000000000002 -0.043144999999999996 0.25615500000000008
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 6 -6 7 8 9 13 -10 12 -12 14 -4 19 17 -17 -18 -16 -14
right_child=1 -3 3 -5 5 -7 -8 -9 10 -11 11 -13 20 -15 15 16 18 -19 -20 -21 -22
leaf_value=-0.00091969554544324721 -0.00075633901789338173 -0.00089738180505496469 -0.00064960422420389386 0.00095698361821113279 -0.00024092961233668098 0.00098386141638540764 0.00088073719910769955 -0.00078747014066964246 0.00023036578589049123 0.0012299984989459461 -0.00096542491313404634 -0.0013495851610991066 -0.00039852377592360902 0.00069601091924703662 0.0010642180957888476 3.8644492513251094e-05 0.00071152433909444973 -0.0012229489925485164 -0.00018869092700684443 0.00020679751884665026 0.000431164586669884
leaf_weight=0.0013653592284600937 0.0013126194491164247 0.0012593197543406811 0.0016345263623224757 0.0010330638172124642 0.0010470154851160976 0.0019612663516127837 0.0010766120939731385 0.0012853636624967626 0.0015556333434574299 0.0011224310485899594 0.0010475410414301223 0.0010427313049508049 0.0012807622487684966 0.0013010642684150595 0.0010669339575933856 0.0019657904502723379 0.0014729545461196272 0.0011071143690092947 0.0014193936022177667 0.0014637006236688484 0.001342763582073303
leaf_count=491 53 87 567 127 71 119 35 96 18 145 27 60 40 163 101 76 103 574 45 98 25
internal_value=0 2.34611e-05 6.71562e-05 0.000110005 7.38392e-05 0.00055758 5.14883e-06 -4.17298e-05 9.19353e-06 0.000172435 -0.00031768 -0.000498545 -0.000256815 6.85947e-05 -1.19853e-05 0.000110686 -8.34434e-05 -0.000415886 0.000269752 0.000568292 2.61243e-05
internal_weight=0 0.0277986 0.0265393 0.0252267 0.0241936 0.00300828 0.0211853 0.0201087 0.0188233 0.0125539 0.00626943 0.0047138 0.00367107 0.0114315 0.0101304 0.00849589 0.00596525 0.0030729 0.00289235 0.00253063 0.00262353
internal_count=3121 2630 2543 2490 2363 190 2173 2138 2042 1872 170 152 92 1727 1564 997 798 650 148 199 65
is_linear=0
shrinkage=0.00148603


Tree=1726
num_leaves=14
num_cat=0
split_feature=1374 457 1 15 11 3 3 47 15 15 0 12 42
split_gain=8.60913e-05 0.000259405 0.000128735 0.000188174 0.000171428 0.000155324 0.00015459 0.000428388 0.000184675 0.000270711 9.36049e-05 0.000100795 9.22002e-05
threshold=-0.08070999999999999 0.088350000000000026 0.12811000000000003 0.091650000000000023 0.081790000000000015 0.11296500000000002 -0.10519499999999998 0.092530000000000015 -0.094549999999999981 -0.0088349999999999974 -0.083914999999999976 0.095175000000000023 0.075730000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -4 12 8 -8 -10 -11 -12 -2
right_child=1 -3 5 -5 -6 -7 7 -9 9 10 11 -13 -14
leaf_value=-0.0015946081061721771 0.002631096159511554 0.0026754274665329808 0.0024530119098022688 -0.0024312761479303477 -0.002191117691463444 -0.00045552386885248648 0.0017867886909614897 -0.0029793568109718208 -0.002524979809618238 0.0016137658648794344 -0.001336447230567298 0.0010308960710624718 0.00032602054249289533
leaf_weight=0.0010050287101117652 0.0010328714976817208 0.0011051266807769041 0.0012203581131552061 0.0011894098267423306 0.0011048291946009767 0.0010547658443836871 0.0019558965713019922 0.0014467238753695655 0.0011971003242639642 0.0014470410297384387 0.0011551641994602072 0.0010652655484615081 0.0011086122165089307
leaf_count=58 114 119 127 461 144 116 270 232 630 360 385 39 66
internal_value=0 8.00557e-05 -0.000111439 -0.000329233 -0.00011208 0.00110459 0.000108599 -0.000235708 0.000346262 -0.00023293 0.000515218 -0.000200699 0.0014378
internal_weight=0 0.0160832 0.014978 0.0127029 0.0115135 0.00227512 0.0104087 0.00826719 0.00682047 0.00486457 0.00366747 0.00222043 0.00214148
internal_count=3121 3063 2944 2701 2240 243 2096 1916 1684 1414 784 424 180
is_linear=0
shrinkage=0.00555105


Tree=1727
num_leaves=14
num_cat=0
split_feature=147 484 15 150 1 43 52 49 1 13 2 16 3
split_gain=7.9167e-05 0.000112894 0.000106476 8.83922e-05 0.000113055 0.000140701 0.000139126 0.000227472 0.000129987 0.000122692 0.000255339 0.000140164 8.40177e-05
threshold=0.089025000000000007 -1.0000000180025095e-35 -0.24436499999999997 0.10124000000000001 0.13559000000000002 -0.074359999999999996 -0.088204999999999992 -0.067649999999999988 0.096125000000000016 -0.0034749999999999994 0.084245000000000014 0.057265000000000003 -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 -7 -8 12 10 -4 -11 -9
right_child=-2 2 3 -5 -6 6 7 8 -10 11 -12 -13 -14
leaf_value=-0.0020534781129906937 0.0016469610976689955 0.0017069287615098742 0.0036405564328416558 -0.0018084192437714209 0.0019472697412960484 -0.002724707288869727 0.0021562973441614755 -0.0014620797929256824 -0.0026121944791527621 -0.0020489406801284873 -0.0002195075061027357 0.0011466790096219767 0.00053484607337712172
leaf_weight=0.0010633162993303807 0.0010077490798462698 0.0012752858878421662 0.001177910774510238 0.0011028944929474269 0.0010292732819312542 0.0011087305693813715 0.0010957815922927354 0.0013652220800111923 0.0012773860121773062 0.0010441423258287586 0.0014193075219559592 0.0010184066900592315 0.0018829025084201572
leaf_count=504 124 222 170 139 48 244 56 864 110 198 301 74 67
internal_value=0 -0.000124568 1.40421e-05 -0.000145618 2.04991e-06 -0.000173736 -0.00074055 -0.000349199 -0.000955866 0.000644904 0.00153114 -0.000471068 -0.000304484
internal_weight=0 0.0158606 0.0147972 0.013522 0.0124191 0.0113898 0.00673002 0.00562129 0.00452551 0.00465977 0.00259722 0.00206255 0.00324812
internal_count=3121 2997 2493 2271 2132 2084 1341 1097 1041 743 471 272 931
is_linear=0
shrinkage=0.0061288


Tree=1728
num_leaves=21
num_cat=0
split_feature=1213 14 1374 44 474 457 402 124 484 151 4 49 13 3 1 42 15 4 16 2
split_gain=0.000575922 0.000502037 0.000366794 0.000324404 0.000309023 0.000309481 0.000332248 0.000369245 0.00044491 0.000415346 0.000394466 0.000347055 0.000292234 0.000330653 0.00030562 0.000369077 0.000355555 0.000330062 0.000201439 0.000109027
threshold=-1.0000000180025095e-35 0.076175000000000007 -0.094929999999999987 1.0000000180025095e-35 0.082665000000000002 0.088350000000000026 0.073745000000000019 -0.043384999999999993 -1.0000000180025095e-35 -0.090369999999999992 -0.51843499999999987 0.10247500000000002 -0.091904999999999987 0.10893000000000001 0.12577000000000002 0.088915000000000008 -0.094549999999999981 -0.083854999999999985 -0.092484999999999984 0.098260000000000014
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 -4 -9 -10 -11 12 19 14 15 16 18 -18 -14 -12
right_child=1 -3 3 -5 -6 -7 -8 8 9 10 11 -13 13 -15 -16 -17 17 -19 -20 -21
leaf_value=-0.00096947080548391042 -0.00072884323920506674 -0.00092665748195503643 0.00066153799867599587 -0.00070285650184390928 0.00074416871001850809 0.00070225774046208517 0.00074287980915062964 -0.0010175441032597677 -0.00088796642911197091 -0.00082747649278187439 0.00012274519479117327 0.00096175700735182741 0.00097328316120731033 -0.00079245945607709343 0.00069453653923911987 -0.00086054623485442531 0.00023925470612518707 -0.00069021515943040203 7.3948810789593468e-05 0.0006941520671676218
leaf_weight=0.0013369701303325978 0.0011971014370590885 0.0011578355906547424 0.0016583172620339972 0.0010280041102674877 0.0017853042996301962 0.0017335228880782641 0.0014065395457774207 0.0010345429569491573 0.0011069046105225419 0.0010336606087948336 0.0012617772856691164 0.0010125479003758884 0.0011166151960041448 0.0012288826806283746 0.0013011068079551436 0.0011455890669040958 0.00164529943182656 0.0017316448967214411 0.0010838393730385719 0.0017743059925026117
leaf_count=491 53 87 179 60 331 102 218 300 58 31 56 115 51 29 59 267 181 333 47 73
internal_value=0 3.02045e-05 7.40197e-05 0.000113919 0.00015033 0.000100498 4.71158e-05 -6.84715e-06 -7.41175e-05 -1.0913e-05 5.68091e-05 0.000125526 5.66259e-05 -7.46394e-05 3.52941e-05 -9.22898e-05 6.55089e-05 -0.000237363 0.000530314 0.000456679
internal_weight=0 0.0264433 0.0252855 0.0240884 0.0230604 0.0212751 0.0195416 0.018135 0.0164767 0.0154422 0.0143353 0.0133016 0.0122891 0.00925298 0.00802409 0.00672299 0.0055774 0.00337694 0.00220045 0.00303608
internal_count=3121 2630 2543 2490 2430 2099 1997 1779 1600 1300 1242 1211 1096 967 938 879 612 514 98 129
is_linear=0
shrinkage=0.00148603


Tree=1729
num_leaves=13
num_cat=0
split_feature=1 159 52 3 0 4 12 3 15 16 2 52
split_gain=7.85593e-05 0.000170985 0.000147808 0.000140482 0.000144318 0.00021795 9.76461e-05 0.000176891 9.1487e-05 0.00023092 0.000118495 4.036e-05
threshold=0.104035 0.076905000000000015 0.11434500000000002 0.090900000000000009 -0.084269999999999984 0.053180000000000012 0.088615000000000013 -0.084074999999999997 -0.016799999999999995 -0.061854999999999993 0.116525 -0.066844999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 4 5 -1 7 -6 9 10 -2 -5
right_child=1 -3 -4 11 6 -7 -8 -9 -10 -11 -12 -13
leaf_value=-0.0028748152249579583 -0.00045260283104144131 0.0027646386180867617 -0.0025642704036888046 0.00040755487218559888 -0.00057582448613480467 0.00062512456985632664 -0.00091382800836663333 0.0029293173205914751 0.0012499971965523275 -0.002335046895003196 0.0021147047885994846 0.00210392052288487
leaf_weight=0.001816000959811593 0.0015770051658796601 0.0010434131738591701 0.0010347856350293597 0.001043672901304582 0.0011423883366147025 0.001057505274252149 0.0015955886988813714 0.0010269988214284265 0.0017681234137567605 0.0015094974200360323 0.0011810289999194951 0.0010638075710183159
leaf_count=768 126 189 373 69 232 172 648 132 122 128 126 36
internal_value=0 0.000473768 -0.000373903 -0.000114748 -0.0005524 -0.00158677 0.000237052 0.00108353 7.77335e-05 -0.000407959 0.000646754 0.00126384
internal_weight=0 0.00707907 0.00978075 0.00874596 0.00663848 0.00287351 0.00376498 0.00216939 0.00603565 0.00426753 0.00275803 0.00210748
internal_count=3121 691 2430 2057 1952 940 1012 364 502 380 252 105
is_linear=0
shrinkage=0.0061288


Tree=1730
num_leaves=12
num_cat=0
split_feature=41 3 1 4 3 12 51 16 16 3 13
split_gain=7.40351e-05 9.95658e-05 0.00010344 0.000135679 0.000110638 0.000183017 0.000105342 9.06205e-05 7.00468e-05 0.000171286 4.69272e-05
threshold=0.078475000000000017 -0.12018999999999998 0.094385000000000011 -1.0000000180025095e-35 0.083060000000000009 0.085885000000000017 -0.076794999999999988 -0.27167499999999994 -0.078844999999999985 0.090900000000000009 0.090705000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 8 5 -4 -6 -8 -3 -10 -1
right_child=-2 2 4 -5 6 -7 7 -9 9 -11 -12
leaf_value=0.0021252939771098313 -0.0015388238933860012 0.00089949740715689237 0.0028256590821238731 -0.0020053932078583497 -0.0017403793154618095 -0.00010915503918607563 -0.00096113859930992943 0.001167725150980383 -0.0019510251475702782 0.00098006251090022693 0.00045826571127178476
leaf_weight=0.0010512994747998551 0.0010386603708003586 0.0015595572249507399 0.0013648636593800723 0.0018488154167500201 0.0011777997284649899 0.0016038220792838898 0.0011301991865012573 0.0017973306444760695 0.0015679479115397812 0.0012382119091380872 0.0013239550650731013
leaf_count=101 148 612 248 421 47 228 109 131 877 54 145
internal_value=0 8.52248e-05 -0.000113338 -0.000667848 0.0003738 0.00124014 -0.000252674 0.000345858 -0.000101418 -0.000657689 0.0011961
internal_weight=0 0.0156638 0.0132885 0.00621453 0.00707402 0.00296869 0.00410533 0.00292753 0.00436572 0.00280616 0.00237525
internal_count=3121 2973 2727 1964 763 476 287 240 1543 931 246
is_linear=0
shrinkage=0.00589082


Tree=1731
num_leaves=22
num_cat=0
split_feature=1213 14 1374 457 1 3 484 39 42 43 43 133 151 4 1 3 3 13 12 3 1
split_gain=0.000674786 0.000461568 0.000519812 0.000375353 0.000389762 0.000370728 0.000524504 0.000437775 0.000481165 0.000335512 0.000580836 0.000373788 0.000261681 0.000501691 0.000581661 0.000240614 0.000569602 0.000177088 0.000420903 0.000250035 8.10583e-05
threshold=-1.0000000180025095e-35 0.076175000000000007 -0.094929999999999987 0.080930000000000016 0.083135000000000014 0.30112000000000005 -1.0000000180025095e-35 0.13507500000000003 -0.11051499999999999 -0.074359999999999996 -0.0037449999999999996 0.08784500000000002 -0.0077149999999999988 0.24564500000000003 0.095695000000000016 -0.077774999999999983 -0.10519499999999998 -0.095304999999999987 0.096645000000000009 -1.0000000180025095e-35 0.111945
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 -4 8 -8 11 -11 15 -12 14 17 16 -10 18 -14 -19 -15
right_child=1 -3 3 4 -6 -7 7 -9 9 10 12 -13 13 20 -16 -17 -18 19 -20 -21 -22
leaf_value=-0.0010277562754754032 -0.00086545371438369431 -0.00087940365805953195 -0.00090250743277694447 -0.00012311272172976751 0.0010234659040946757 0.00093066587433483718 -0.00097271228187117119 0.00098534266366163297 0.00079536750124816586 -0.0011188934042713266 -0.0005459208606205866 -0.00032017138439263167 0.0010842996565393666 0.00043541659598655985 -0.00082543091289621125 0.00095536188365460647 -0.00050022782696327076 -0.00056864259082041978 -0.00013680785930375686 0.00032761074587104173 0.00099194080109675314
leaf_weight=0.0013958275847034953 0.0012490481921325616 0.0011786198192942346 0.0013034959560290068 0.0010074648792426357 0.0018698214738769314 0.0010140893317762681 0.0010250756326764801 0.0010915416359651422 0.0019004483749771595 0.0010707997139235243 0.0015069484292422634 0.0014467023245164773 0.0012107417289003398 0.0011247421662687884 0.0017264662941354203 0.0018929339137153346 0.0012371799287434759 0.0012885739581077133 0.0012848407775618575 0.0014732763522893495 0.0011887978549522948
leaf_count=491 53 87 440 71 130 116 94 35 54 345 49 252 33 30 126 131 211 246 14 54 59
internal_value=0 3.08262e-05 7.06886e-05 0.00011625 0.000621998 5.23889e-05 1.14819e-05 6.96858e-05 1.81066e-05 7.34488e-05 -7.4943e-05 0.000345505 2.85207e-05 0.000121627 -7.70522e-05 0.000536942 0.000284509 0.000168705 0.000455617 -9.05469e-05 0.000721383
internal_weight=0 0.0280916 0.026913 0.0256639 0.00287729 0.0227867 0.0217726 0.0204691 0.0193775 0.0183525 0.0118752 0.00647726 0.0108044 0.00929744 0.0069839 0.00503056 0.00313763 0.00525743 0.00249558 0.00276185 0.00231354
internal_count=3121 2630 2543 2490 201 2289 2173 1733 1698 1604 956 648 611 562 473 396 265 347 47 300 89
is_linear=0
shrinkage=0.00148603


Tree=1732
num_leaves=22
num_cat=0
split_feature=1213 14 1374 457 11 160 13 13 52 132 4 0 47 15 3 16 2 13 16 457 1
split_gain=0.000465881 0.000428493 0.000335586 0.000333528 0.000350457 0.000286999 0.000271897 0.000510855 0.000464755 0.000432727 0.000358193 0.000286061 0.00031294 0.000357379 0.000333594 0.000283063 0.000245475 0.000381302 0.000358076 0.000123477 0.000105372
threshold=-1.0000000180025095e-35 0.076175000000000007 -0.094929999999999987 0.085360000000000005 0.088215000000000002 -0.26568499999999995 -0.084034999999999985 -0.53104499999999988 0.10744000000000002 0.080640000000000017 -0.35136499999999998 -0.026509999999999995 0.092530000000000015 0.035560000000000008 -0.0087149999999999988 0.042200000000000008 0.097845000000000015 -0.39067499999999994 -0.16927999999999996 0.094845000000000013 0.095285000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 7 -7 9 10 -8 12 13 15 -14 20 18 -18 -9 -5 -12
right_child=1 -3 3 19 -6 6 8 16 -10 -11 11 -13 14 -15 -16 -17 17 -19 -20 -21 -22
leaf_value=-0.00097400182299035062 -0.00078423430277919546 -0.00093981937878358072 -0.00072402973707554573 0.0011000389144774879 -0.0007746319333738357 -0.00059504181801745199 -0.00095528738948646736 0.00085438773405126375 0.00083260958150778582 0.0008395582774576967 0.00024376879385293982 0.00065006434040357989 -1.2042985253619117e-05 -0.00075455112156450099 -0.0012132099036995247 -0.00049386124089472925 0.0016087065009845996 0.00042729391576205953 -0.00032253240296979246 0.0003226346458996386 0.00084713627220309238
leaf_weight=0.0012454480049128016 0.0011208803865176966 0.0011220119565522593 0.0010222040308837657 0.0010982037427914306 0.0012361760983559114 0.0010837775141254724 0.0014082495821563469 0.0013275961219412213 0.0015824280301073293 0.0011481485905858744 0.0018594582412036036 0.0011948912386591671 0.0010836633637069659 0.00118771082578642 0.001335467181050376 0.0010082373302969724 0.0012452946670582499 0.0016347270925519131 0.0013480169376075208 0.001019239838961461 0.0012538875182972475
leaf_count=491 53 87 216 68 98 31 109 69 163 156 209 61 92 370 45 166 72 95 306 75 89
internal_value=0 3.27964e-05 7.61044e-05 0.000116156 5.73691e-05 0.000106998 0.000150116 0.000415162 1.53938e-05 -9.72557e-05 -0.000201364 -8.23822e-05 -0.000195626 2.28606e-05 -0.00067514 0.000246886 0.00061223 0.000938126 0.000261436 0.000725832 0.000486773
internal_weight=0 0.0263203 0.0251983 0.0240774 0.0219599 0.0207238 0.0197016 0.00663941 0.0130621 0.0114797 0.0103316 0.00892332 0.00772842 0.00530929 0.00241913 0.00412158 0.00555563 0.00288002 0.00267561 0.00211744 0.00311335
internal_count=3121 2630 2543 2490 2347 2249 2033 573 1460 1297 1141 1032 971 834 137 464 542 167 375 143 298
is_linear=0
shrinkage=0.00160853


Tree=1733
num_leaves=13
num_cat=0
split_feature=484 4 48 49 42 0 43 43 0 3 42 12
split_gain=7.40676e-05 9.72211e-05 0.000110942 0.000127899 0.000207226 0.000134921 0.000121642 0.000251095 0.000106882 9.49943e-05 7.38189e-05 6.45136e-05
threshold=-0.0068949999999999992 0.27044500000000005 0.016865000000000002 -0.006494999999999999 0.091545000000000015 -0.10096999999999999 0.07827000000000002 -0.078844999999999985 -0.20211999999999997 0.11296500000000002 -1.0000000180025095e-35 0.082095000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 7 10 -4 -3 -7 -10
right_child=1 9 8 4 -6 6 -8 -9 11 -11 -12 -13
leaf_value=-0.0016244433824763906 -0.0021304219026316014 0.0025246181830290808 -0.00052049526616242256 0.0017403271038522608 -0.0025570682179454187 -0.00057221910570701942 0.0016474884226384491 -0.0030799122245541797 0.0024803818731973584 -9.0881602084407978e-05 0.0017154288858569858 0.00043642297517977304
leaf_weight=0.0010903238846434243 0.0016112253424430678 0.0012205426297303206 0.0016295019822862855 0.0018739876445391648 0.0012305786080357706 0.0013273936074564216 0.0010316136970235368 0.0012997836383035841 0.0014118349905936087 0.0010505746538215233 0.0010098033282205368 0.0011306752073684534
leaf_count=503 180 233 49 135 373 195 112 631 212 113 181 204
internal_value=0 9.37764e-05 -0.000110773 -0.000495384 -0.000156472 0.00029505 -0.000285088 -0.000833255 0.000754359 0.00131474 0.000416176 0.00157142
internal_weight=0 0.0158275 0.0135564 0.00938439 0.00777316 0.00654258 0.00466859 0.00363698 0.00417201 0.00227112 0.0023372 0.00254251
internal_count=3121 2618 2272 1807 1627 1254 1119 1007 465 346 376 416
is_linear=0
shrinkage=0.00637641


Tree=1734
num_leaves=13
num_cat=0
split_feature=41 3 1 2 3 15 3 12 43 16 15 11
split_gain=7.66427e-05 8.31433e-05 9.65957e-05 0.000127711 0.000132836 0.000146542 0.000120337 0.000142784 8.46308e-05 7.88358e-05 0.000278259 4.8439e-05
threshold=0.078475000000000017 -0.12018999999999998 0.10060500000000001 0.10327000000000001 0.090900000000000009 -1.0000000180025095e-35 0.088060000000000013 0.09141500000000001 -0.077604999999999993 -0.071854999999999988 -0.016799999999999995 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 4 5 -3 7 -4 -7 -8 -11 -1
right_child=-2 2 6 -5 -6 8 9 -9 -10 10 -12 -13
leaf_value=0.0016871285339076509 -0.0014341646824277755 -0.0019016449427476977 0.0028998379933823314 -0.0020516156592445306 0.0012536282089420465 0.0010741194147382606 0.00069844454912304217 0.00021244081755965528 -0.00090010619644213753 -0.0026605590813562467 0.0012030611340075954 0.00011580695961875933
leaf_weight=0.0013675737097087583 0.0010536941459818863 0.0016877741461268098 0.0010262204524278153 0.0013166513118456208 0.001446773286735592 0.0013886270588893187 0.0017010647826140035 0.0013636199106308311 0.0011978758861597074 0.0011839076872064425 0.0010345137486655887 0.0010103104965986098
leaf_count=94 148 740 229 302 85 194 167 142 780 46 42 152
internal_value=0 8.19657e-05 -8.50654e-05 -0.000523432 -0.000171733 -0.000654195 0.000403908 0.00136644 0.000159805 -0.000182976 -0.000858842 0.00101951
internal_weight=0 0.0157249 0.013347 0.0070377 0.00572105 0.00427428 0.00630933 0.00238984 0.0025865 0.00391949 0.00221842 0.00237788
internal_count=3121 2973 2727 2101 1799 1714 626 371 974 255 88 246
is_linear=0
shrinkage=0.0054422


Tree=1735
num_leaves=12
num_cat=0
split_feature=43 13 48 48 51 2 151 13 43 13 13
split_gain=7.29707e-05 0.000111383 0.000110887 0.000160388 0.000188261 0.000128434 0.000123346 0.000129676 0.000113188 8.02526e-05 0.00011866
threshold=0.21122500000000002 -0.23438999999999996 0.12879500000000002 0.093265000000000015 0.08955500000000001 0.113445 -0.016164999999999995 -0.0034749999999999994 -0.074359999999999996 0.24813000000000004 0.0076650000000000008
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 -9
right_child=-2 2 -4 -5 -6 -7 7 9 -10 -11 -12
leaf_value=0.0015038827097904061 -0.001544871290019087 0.0012970655100909608 -0.0019180244382461672 0.0017719163674799173 -0.00236660621345585 0.0017487642807141111 0.0014491414883022853 -0.00077714941977909482 -0.00092443572609327712 6.3272886470303562e-05 -0.0032169363337210136
leaf_weight=0.0017124530205113704 0.0010135352616796036 0.0015799783740204658 0.0010616204228908179 0.0016595532144846751 0.0012281961334243427 0.0013757414433672741 0.0016431876827767717 0.0017834989747537453 0.0012109879986508722 0.0012451789536762625 0.0011300630478082649
leaf_count=157 198 335 72 214 244 255 414 227 747 58 200
internal_value=0 8.6201e-05 -8.82287e-05 6.28673e-05 -0.000190442 7.7675e-05 -0.00018987 -0.00052487 0.000442065 -0.00118848 -0.00172345
internal_weight=0 0.0156305 0.013918 0.0128564 0.0111968 0.00996864 0.0085929 0.00701292 0.00285418 0.00415874 0.00291356
internal_count=3121 2923 2766 2694 2480 2236 1981 1646 1161 485 427
is_linear=0
shrinkage=0.00589082


Tree=1736
num_leaves=24
num_cat=0
split_feature=1213 14 1374 160 457 484 50 13 13 132 2 39 15 4 0 43 13 2 4 43 47 150 2
split_gain=0.000677396 0.000638424 0.000529275 0.000523235 0.000397615 0.000341003 0.000595133 0.000399526 0.000518756 0.000475854 0.000435954 0.000326825 0.000351647 0.000411725 0.000782855 0.000370747 0.000304137 0.000301092 0.000290391 0.000295861 0.000248705 0.00011091 1.72008e-07
threshold=-1.0000000180025095e-35 0.076175000000000007 -0.094929999999999987 -0.40698999999999991 0.085360000000000005 -0.0068949999999999992 0.10030500000000002 -0.53104499999999988 -0.090639999999999984 0.080640000000000017 0.097845000000000015 0.12768500000000002 -0.24436499999999997 0.25615500000000008 -0.10607499999999999 -0.50775499999999985 -0.39067499999999994 0.085105000000000014 -0.35136499999999998 -0.084359999999999991 0.092165000000000011 0.090735000000000024 1.0000000180025095e-35
decision_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 -5 7 -7 10 11 22 12 -10 14 17 -16 -12 -14 -17 -20 -21 -6 -9
right_child=1 -3 3 4 21 6 -8 8 9 -11 16 -13 13 -15 15 18 -18 -19 19 20 -22 -23 -24
leaf_value=-0.00099737649164693574 -0.00085968828926319613 -0.00099460300756968635 -0.00088998404885896746 -0.00059475381437619252 0.0004466773240846926 -0.00080264397298514918 0.0010730461505188069 4.7297143617554553e-05 0.00051345482262722523 0.00081325053664942928 0.0014570623927675184 0.00069600527677581654 0.0011403730890108699 -0.0010451979161335057 0.00033285727165991032 -0.0011634093369171513 0.00048380317746548126 0.00013530847101025714 -0.00097591162013941312 -0.00046803957326349262 0.00044451764011825106 0.0010956913122928517 2.0311656816056644e-05
leaf_weight=0.001431924020815655 0.0012253387414293817 0.0012358201133384475 0.001044784178267282 0.0013895778614810414 0.001208434625215026 0.0010191332533864205 0.0013865114297825212 0.0010036819195280355 0.0014381402917309572 0.0013606384550776127 0.0012518629191293762 0.0010253210781332464 0.0010042749202057123 0.0012338818078405653 0.0011246706465755096 0.0013776922276633697 0.0014958002001552728 0.0017096892531078822 0.0012310934933492668 0.0016263761410852066 0.0010387694797194813 0.001039737954472264 0.001001724135578641
leaf_count=491 53 87 202 437 80 26 96 54 102 151 65 33 18 53 23 129 58 67 193 527 57 62 57
internal_value=0 2.95592e-05 7.60281e-05 0.000120107 0.000162376 0.00010454 0.000150098 8.59306e-05 0.000133785 -5.91642e-06 0.000550283 -9.29264e-05 -0.000161568 -0.000255395 -0.000148452 -0.000426556 0.00092723 0.000507222 -0.000588501 -0.000385216 -0.00011236 0.000746834 3.38176e-05
internal_weight=0 0.028473 0.0272371 0.0260118 0.024967 0.0227188 0.0213293 0.0199428 0.0189236 0.0141705 0.00475307 0.0128099 0.0117846 0.0103464 0.00911257 0.0063986 0.00274766 0.00271396 0.00527393 0.00389624 0.00266515 0.00224817 0.00200541
internal_count=3121 2630 2543 2490 2288 2146 1709 1613 1587 1353 234 1202 1169 1067 1014 929 123 85 906 777 584 142 111
is_linear=0
shrinkage=0.00145689


Tree=1737
num_leaves=21
num_cat=0
split_feature=1213 14 1374 457 484 13 13 132 1 130 16 4 52 42 43 4 3 4 2 13
split_gain=0.000688744 0.000475015 0.000362852 0.00040031 0.000426654 0.000484686 0.000495979 0.000512017 0.000390612 0.000243445 0.00029648 0.000277459 0.000677203 0.00031095 0.000269044 0.000397576 0.000181567 0.000169644 0.000166393 0.000316604
threshold=-1.0000000180025095e-35 0.076175000000000007 -0.094929999999999987 0.080930000000000016 -1.0000000180025095e-35 -0.53104499999999988 -0.091559999999999989 0.080640000000000017 0.086105000000000015 -1.0000000180025095e-35 -0.36241499999999999 0.076415000000000025 -0.092399999999999982 -0.027559999999999998 -0.50775499999999985 -0.35136499999999998 -0.012304999999999998 -1.0000000180025095e-35 0.097845000000000015 -0.39067499999999994
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 18 9 -5 -8 -11 12 -12 -13 -14 -16 -17 -18 -7 -20
right_child=1 -3 3 8 5 6 7 -9 -10 10 11 13 14 -15 15 16 17 -19 19 -21
leaf_value=-0.0010485931928616691 -0.00072161923268997585 -0.00088251524016204146 -0.000738928333985159 -9.8324956841676302e-05 -0.00085334928451436182 0.00024149263189856854 -0.00070566405008198646 0.00092963058928281458 0.0010308282066591691 -0.00056317016146277554 -0.001078543992506185 -0.00013028597320105959 0.00080335129707653622 0.00082132735182012344 -0.0008079022723321837 -0.00019696680725498567 0.00083245654454941758 9.0955820210670147e-05 0.0013612410305777914 0.00035226992373826665
leaf_weight=0.0013157330060885866 0.0011674140598678653 0.0011563613759320015 0.0013878465925268998 0.0010143830300095571 0.0010810371670899556 0.0019472493933052571 0.0011457060534865596 0.0012005895706226353 0.0018115979070607302 0.0017275743530998323 0.0011761511179948468 0.0011832136386315528 0.00103826024422915 0.0018978522832858169 0.0010552920900775663 0.0015937336706543896 0.0011934026048265878 0.0014513189493605919 0.0011897165658307784 0.0014828618494026058
leaf_count=491 53 87 446 76 29 111 186 156 125 130 304 31 15 67 37 573 39 36 69 60
internal_value=0 3.09534e-05 7.19824e-05 0.000109677 4.26595e-05 9.59264e-05 0.000149145 1.79933e-05 0.00062552 -6.33067e-05 -3.55476e-06 8.77434e-05 -6.33267e-05 0.000455882 0.000125247 -7.74948e-06 0.000191473 0.00042555 0.000565412 0.00080142
internal_weight=0 0.0269016 0.0257452 0.0245778 0.0217518 0.020364 0.0192829 0.0146631 0.00282598 0.0134625 0.0123168 0.0105892 0.00750816 0.00308107 0.00633201 0.00529375 0.00423846 0.00264472 0.00461983 0.00267258
internal_count=3121 2630 2543 2490 2289 1843 1814 1574 201 1418 1232 1102 1004 98 700 685 648 75 240 129
is_linear=0
shrinkage=0.00145689


Tree=1738
num_leaves=22
num_cat=0
split_feature=1213 160 14 1374 453 11 4 13 13 160 484 50 0 15 43 43 1 42 3 4 16
split_gain=0.000661887 0.000507441 0.000426229 0.000592531 0.000312921 0.00034941 0.000353607 0.000421617 0.000588961 0.000348506 0.000281933 0.000371808 0.000350228 0.00030916 0.000262794 0.000297702 0.000581582 0.000252835 0.000420935 0.000340732 0.00011384
threshold=-1.0000000180025095e-35 -0.40698999999999991 0.076975000000000002 -0.094929999999999987 1.0000000180025095e-35 0.088215000000000002 0.27287000000000006 -0.53104499999999988 -0.47860499999999995 -1.0000000180025095e-35 -1.0000000180025095e-35 0.096530000000000019 -0.14001499999999997 -0.094549999999999981 -0.053764999999999993 0.070450000000000013 0.095285000000000022 -0.095859999999999987 -0.075944999999999985 -0.083644999999999983 -0.27167499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 -5 -9 -8 -10 12 13 -12 17 16 -16 -14 19 -19 -17
right_child=1 2 -4 4 -6 -7 9 8 10 -11 11 -13 14 -15 15 20 -18 18 -20 -21 -22
leaf_value=-0.00093868878489706447 -0.00089422622528636858 -0.00080293218929415708 -0.00073490381856268906 -0.00064711534643403616 -0.00047552789189951833 -0.00045419788478373596 0.00011572657885136259 0.0011513484035380315 -0.00053492155265835132 0.0011213670345155235 0.0011082645138297232 0.00098283575059085341 -0.00023326574466596024 0.00020237792912963475 -0.0011161060584202671 0.00047052688764909851 0.0001006664899996308 0.00052072663388864795 0.00098587617600279513 -0.00032778212207520892 -0.00010228681046029633
leaf_weight=0.0013476749410920299 0.0010426217905387105 0.0012556434219526116 0.0011610344243861972 0.0010982073912337775 0.0013882437337213718 0.0014627591574836165 0.0010828373885375386 0.0011327990053331327 0.0010261724894302096 0.001474162544422535 0.0011344270554616287 0.0010109015864496187 0.0016663506027266295 0.001713077585163693 0.001362241607712221 0.0011330921142636008 0.0014899386304989548 0.0018081135148184657 0.0014367174751834765 0.0016304338673536201 0.001411451014359244
leaf_count=491 215 53 74 18 77 101 97 20 437 193 43 91 74 67 361 22 94 72 119 270 132
internal_value=0 2.70548e-05 6.27913e-05 9.88038e-05 0.00014509 0.00018243 0.000225521 0.000162451 0.000211966 0.000695499 0.000148711 0.00019312 0.000139128 0.000563277 3.79606e-05 -0.000181896 -0.000480481 0.000219339 0.000374037 0.000118395 0.000152789
internal_weight=0 0.0279212 0.0268786 0.0257176 0.0244619 0.0230737 0.0216109 0.0190539 0.0179557 0.002557 0.0168229 0.0157967 0.0147858 0.0028475 0.0119383 0.00539672 0.00285218 0.00654162 0.00487526 0.00343855 0.00254454
internal_count=3121 2630 2415 2341 2288 2211 2110 1820 1802 290 1782 1345 1254 110 1144 609 455 535 461 342 154
is_linear=0
shrinkage=0.00134594


Tree=1739
num_leaves=24
num_cat=0
split_feature=1213 160 14 3 376 376 4 1374 457 484 1 43 151 12 47 16 48 13 15 16 15 0 150
split_gain=0.000721816 0.000559728 0.000408746 0.00038853 0.000373112 0.000437669 0.000351591 0.000366137 0.000557219 0.000653044 0.000537 0.000562563 0.000374594 0.000361067 0.000389077 0.000624378 0.000552625 0.000372074 0.000465235 0.000694369 0.000283358 0.000225759 0.000222207
threshold=-1.0000000180025095e-35 -0.40698999999999991 0.076975000000000002 0.30112000000000005 0.11430500000000002 0.048375000000000008 -0.49405499999999997 -0.094929999999999987 0.08597500000000001 -0.0068949999999999992 0.12811000000000003 -0.074359999999999996 -0.090369999999999992 0.10866500000000003 0.092530000000000015 0.22339500000000004 0.090390000000000012 -0.095304999999999987 -0.094549999999999981 -0.084119999999999986 -0.10203999999999998 -0.077999999999999986 0.097810000000000022
decision_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 -9 12 -12 -11 14 15 17 -16 -14 20 -20 -19 -21 -10
right_child=1 2 -4 -5 -6 -7 7 8 22 10 11 -13 13 -15 16 -17 -18 18 19 21 -22 -23 -24
leaf_value=-0.0011937897884644402 -0.0011415022423343329 -0.00081123525877041362 -0.00086866572744162996 0.0011084463298879819 -0.00087759292811908686 0.0010131484806071725 -0.00076255417215239513 -0.0011160065819043493 0.00044951557688153857 -0.00076765672160060004 0.0017074516815065619 4.4687179094511628e-05 0.0011478773021486315 -0.00070952304264902438 -0.001364145676574431 -0.00081703983794747517 0.00041437503175768966 0.00044463727220957368 -0.00079623824309360601 3.5957040272881562e-05 0.0015840289822076333 0.00093165033258541994 0.0014801579172754665
leaf_weight=0.0014535608131658875 0.0011306352265668109 0.0012507596563899803 0.0012609620187271622 0.0011231787690380015 0.0011271039155893439 0.0015240455011912559 0.0012998784171784896 0.0012578584516159943 0.0012857775620300762 0.0015055295868426901 0.0012400756742867169 0.0011360050976836336 0.0019645018567544499 0.0013610790874200038 0.0010138963908872265 0.0012080211866559729 0.0010223824566342188 0.0015951456283134213 0.0019157389554997836 0.0015929507375118598 0.0010576808501309085 0.0016896719815362761 0.0011589401258009779
leaf_count=491 215 125 74 130 25 123 49 408 63 79 53 51 57 94 61 152 42 95 217 273 34 167 43
internal_value=0 3.72261e-05 8.22635e-05 0.000124589 8.39726e-05 0.000125529 7.04393e-05 0.000117758 0.000169759 7.37299e-05 0.000155495 0.000912483 4.25603e-05 0.000127145 0.000214341 0.000340969 -0.000471179 0.000483485 0.000317243 2.04058e-05 0.000898912 0.000496999 0.000938101
internal_weight=0 0.0307218 0.0295912 0.0283302 0.027207 0.0260799 0.0245559 0.0233051 0.0220053 0.0195605 0.0183027 0.00237608 0.0159266 0.0144211 0.01306 0.0110237 0.00203628 0.00981569 0.00785119 0.00519836 0.00265283 0.00328262 0.00244472
internal_count=3121 2630 2415 2341 2211 2186 2063 1938 1889 1783 1375 104 1271 1192 1098 995 103 843 786 657 129 440 106
is_linear=0
shrinkage=0.00170698


Tree=1740
num_leaves=22
num_cat=0
split_feature=1213 14 160 1374 150 484 50 474 151 12 1 39 13 12 3 1 42 47 2 4 3
split_gain=0.000517038 0.000405061 0.000397593 0.000401846 0.000333938 0.000454248 0.000538181 0.000355056 0.00033127 0.000280569 0.000253295 0.000250958 0.000244255 0.000437271 0.000344911 0.000269906 0.000359493 0.000250517 0.000369329 0.000267409 7.78368e-05
threshold=-1.0000000180025095e-35 0.076175000000000007 -0.26568499999999995 -0.094929999999999987 0.080470000000000014 -0.0068949999999999992 0.10030500000000002 0.082665000000000002 -0.033849999999999991 -0.094384999999999983 0.090740000000000015 -1.0000000180025095e-35 -0.099939999999999987 0.095330000000000012 0.10732000000000001 0.12500000000000003 0.091465000000000005 0.092165000000000011 0.096540000000000015 -0.083854999999999985 0.090900000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 7 8 -7 -10 -6 -11 13 -13 15 16 17 18 19 -14 -12
right_child=1 -3 3 4 10 6 -8 -9 9 11 20 12 14 -15 -16 -17 -18 -19 -20 -21 -22
leaf_value=-0.00094562788223783725 -0.00082762142656124451 -0.00084371261881318216 -0.00075825254779818805 -0.00081922928705000788 6.2452168192766143e-05 -0.00067525028639862309 0.0010672006791698021 0.00075245451446726691 -0.00067166950161501456 -0.00056972515135183177 0.00059749649930605601 0.0012041189792678529 0.00021373452880118311 -4.530632179878461e-05 -0.00072978676106339108 0.00074668920609215097 -0.00068520744134221068 0.00081603084673675713 0.00060909175117198418 -0.00063071765772340226 0.0011388493703897934
leaf_weight=0.0012258772613423221 0.0010268406527168114 0.0010981675813350735 0.0011097008841680625 0.0011659980077268614 0.0014489073303041158 0.0014459689170953647 0.0011870533018403786 0.0014096627890589622 0.0010386301471908528 0.0010445619553640659 0.0012498160428395244 0.0012150281847533835 0.0014914905599137081 0.0011642335703569984 0.0010196164734423982 0.0014201827269971073 0.0011753850349545403 0.0011237378355690719 0.0016657268336052189 0.0017067584288057184 0.0010269573431997969
leaf_count=491 217 87 53 432 107 104 87 159 87 42 158 49 144 29 26 74 197 47 197 267 67
internal_value=0 2.2387e-05 6.02256e-05 9.80398e-05 0.000139355 6.21727e-05 0.000118927 5.24032e-05 -1.12172e-05 5.70478e-05 0.000538639 0.000115149 0.000174854 0.000592743 7.13155e-05 0.000166479 5.14446e-05 0.000196049 5.28129e-05 -0.000236911 0.000841678
internal_weight=0 0.0262344 0.0251363 0.0241094 0.0229997 0.019274 0.018108 0.016921 0.0155113 0.0140654 0.00372568 0.0130267 0.0119822 0.00237926 0.0096029 0.00858328 0.0071631 0.00598771 0.00486398 0.00319825 0.00227677
internal_count=3121 2630 2543 2326 2273 1941 1509 1422 1263 1159 332 1072 1030 78 952 926 852 655 608 411 225
is_linear=0
shrinkage=0.00145689


Tree=1741
num_leaves=21
num_cat=0
split_feature=1213 14 1374 13 13 52 157 160 50 133 150 0 42 12 13 0 15 160 4 43
split_gain=0.000537333 0.000517531 0.000333519 0.000296013 0.00062835 0.000274212 0.000304797 0.000440195 0.000396422 0.000548545 0.00035688 0.000447421 0.000466075 0.000510041 0.000420436 0.000347871 0.000267849 0.000197161 0.000174273 0.000110827
threshold=-1.0000000180025095e-35 0.076175000000000007 -0.094929999999999987 -0.53104499999999988 -0.47860499999999995 -0.40306999999999998 -0.077384999999999995 -1.0000000180025095e-35 0.088280000000000011 0.094195000000000015 -1.0000000180025095e-35 -0.14001499999999997 0.087995000000000004 0.092355000000000007 0.086705000000000018 -0.060129999999999996 -0.094549999999999981 -0.14835999999999996 -0.019614999999999997 -0.27207999999999993
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 15 9 10 -9 16 14 -14 18 17 -12 -8 -13 -16
right_child=1 -3 3 4 5 6 7 8 -10 -11 11 12 13 -15 19 -17 -18 -19 -20 -21
leaf_value=-0.0010342202648689638 -0.0007864603550455573 -0.0010573203138268645 -0.00068161192762855192 0.0013594150323286936 -0.00061339621617953098 0.00074801904002033725 -0.0003172003166921275 -0.0006048277619184817 0.00093127528971278367 -0.00096711393750591569 0.0013051369235313639 -0.00013862341980408856 0.0013583842793408786 -0.00014995881189191422 6.3945609055776108e-05 0.00026259240452473605 0.00035338219505910197 -0.0012831530743405385 -0.00084412292550472624 0.00080731491217452358
leaf_weight=0.0012820082667804591 0.0011014048011546143 0.0010814033451886909 0.0011391215217209051 0.0010744218826599329 0.0013124182049254881 0.0019614870416944088 0.0010431436841040198 0.0012680853858468852 0.0016938747488777503 0.0011298705634023029 0.0014987968024317011 0.0018602207940465708 0.0013261608705745498 0.0010309819719593882 0.0010672974979257788 0.0011705940778152504 0.0015627835997697971 0.0011488303913742837 0.0017659371558980622 0.0010099346206882132
leaf_count=491 53 87 33 48 295 236 216 73 193 216 58 217 93 63 34 96 77 288 215 39
internal_value=0 3.22771e-05 7.90992e-05 0.000118716 0.000158484 9.94317e-05 0.000144983 8.13085e-05 0.000197717 0.000105812 0.000203653 0.000295832 9.70007e-05 0.000698656 -0.000151656 -0.00044538 0.000819314 -0.000823464 -0.000482201 0.000425366
internal_weight=0 0.0262468 0.0251654 0.024064 0.0229248 0.0218504 0.020538 0.0185765 0.0152139 0.0135201 0.0123902 0.0111221 0.00806053 0.00235714 0.00570339 0.00336257 0.00306158 0.00219197 0.00362616 0.00207723
internal_count=3121 2630 2543 2490 2457 2409 2114 1878 1278 1085 869 796 661 156 505 600 135 504 432 73
is_linear=0
shrinkage=0.00160853


Tree=1742
num_leaves=23
num_cat=0
split_feature=14 1213 160 1374 13 13 157 453 16 16 1 4 457 0 43 42 1 49 12 13 3 42
split_gain=0.000535848 0.000503158 0.000504574 0.000303761 0.00031089 0.0004914 0.000300346 0.000388806 0.000445872 0.00051324 0.00049886 0.00034551 0.000307865 0.000333169 0.0002758 0.000214075 0.000204109 0.000202592 0.000191095 0.000286526 0.000159374 5.66886e-05
threshold=0.076175000000000007 -1.0000000180025095e-35 -0.40698999999999991 -0.094929999999999987 -0.53104499999999988 -0.47860499999999995 -0.077384999999999995 1.0000000180025095e-35 -0.056919999999999991 -0.008904999999999998 0.077565000000000009 -0.083854999999999985 0.045365000000000009 -0.077809999999999976 -0.074359999999999996 -0.092459999999999987 0.10538500000000002 -0.080604999999999982 0.092465000000000006 -0.072819999999999982 -0.077354999999999993 0.089390000000000011
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 10 -10 11 -8 13 17 15 -11 -16 -12 19 -19 21 -17
right_child=-2 2 3 4 5 6 7 -9 9 14 12 -13 -14 -15 16 20 -18 18 -20 -21 -22 -23
leaf_value=-0.00094491117483649781 -0.0010517858242238946 -0.0010170351878291315 -0.00068644531811461868 -0.00063493370958673568 0.0012441142261264753 0.00072312664671930391 0.00036416424836951738 -0.00077476830416767705 -0.0011728751259515524 -0.00030048394316230514 0.00086621863249972109 -0.00088479641087910849 0.0013485638822161336 0.0011468376808974126 -0.00079047963154191812 0.00051413636140885065 4.3025165965023273e-06 0.00091836982471415432 -0.00040081700566409396 -5.2354034160115831e-05 0.0010152692863698869 -1.0785772754429149e-05
leaf_weight=0.0012879403375301848 0.0012169446986662882 0.0010305254426186397 0.0011408397009020623 0.001203597254467499 0.0010443722838804305 0.0019769251742575702 0.0010316638970420122 0.0012445742180874344 0.0010318776071016056 0.0011416747611799893 0.0010945957151520256 0.0011818539069659928 0.0010293711733320166 0.0012890446983422959 0.0013787066611870985 0.0010083581806139552 0.0019262836681259721 0.0012192160789443679 0.001297619248938453 0.001991125505167334 0.0010023999191334232 0.0010386386442521323
leaf_count=477 101 202 53 33 48 292 110 73 175 61 35 382 62 169 258 103 99 92 49 108 66 73
internal_value=0 1.74798e-05 6.46033e-05 0.000108708 0.000146299 0.000187309 0.000136875 7.86558e-05 0.00013557 -0.000130153 0.000359169 -0.000302688 0.000544125 0.000423969 1.33844e-05 0.000282 -0.000327248 0.00025765 0.000109881 0.000316305 0.000500078 0.000247793
internal_weight=0 0.0275912 0.0263033 0.0252727 0.0241319 0.0229283 0.0218839 0.019907 0.0186624 0.00852794 0.0101345 0.00221352 0.00792097 0.0068916 0.00749606 0.00419107 0.00330499 0.00560256 0.00450796 0.00321034 0.0030494 0.002047
internal_count=3121 3020 2543 2341 2288 2255 2207 1915 1842 835 1007 492 515 453 660 303 357 284 249 200 242 176
is_linear=0
shrinkage=0.00157699


Tree=1743
num_leaves=23
num_cat=0
split_feature=1213 160 14 1374 52 133 457 160 484 42 52 12 47 474 16 0 3 4 12 2 150 52
split_gain=0.000761801 0.000661675 0.000598371 0.000400078 0.000435179 0.000506531 0.000363761 0.000306322 0.000418298 0.000263402 0.000315852 0.00038298 0.000358274 0.000330286 0.000426929 0.000451994 0.000318715 0.000325754 0.00017449 0.000131706 8.58549e-05 2.4885e-05
threshold=-1.0000000180025095e-35 -0.40698999999999991 0.076975000000000002 -0.094929999999999987 -0.43320999999999993 0.10622000000000002 0.085360000000000005 0.086075000000000013 -0.0068949999999999992 -0.11051499999999999 0.096795000000000006 0.085565000000000016 0.12033500000000001 0.085860000000000006 -0.082404999999999992 -0.075684999999999988 -0.074479999999999977 0.19806500000000002 0.096210000000000004 0.093680000000000013 0.090735000000000024 -0.0064899999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 7 8 -6 -10 12 -12 13 14 16 21 18 -18 -11 -17 -8 -16
right_child=1 2 -4 4 5 -7 20 -9 9 10 11 -13 -14 -15 15 19 17 -19 -20 -21 -22 -23
leaf_value=-0.0010727136725714901 -0.0010995269953808845 -0.00068440002193155601 -0.0009716486746815452 -0.0007538008143308766 -0.00061367799685710953 -0.0005887100910112929 0.00056804890805951336 -0.00035350337224669605 -0.00028975162261147592 0.00056643272967266155 0.0013812649936662221 0.00027194964617623487 -0.00052523321790979086 0.0010971472075937572 -0.00071146521112474496 0.00078456598308833695 0.00071463936802480788 -0.00025530399625675501 0.0012945419724608826 3.4416196776979548e-05 0.0011460205182361957 -0.00039821996336021891
leaf_weight=0.0014265753006282014 0.0010818567144320881 0.0012633947677187498 0.0011332350025590179 0.0010709585554594175 0.0011117847585513088 0.0016157183893545915 0.0012295897128469227 0.0019327415698560104 0.0013999537049116375 0.0016957765955708465 0.0014083281217549546 0.0013422966589993202 0.0011020040522282679 0.0012071757932191072 0.0010179485805328348 0.0010687264433508819 0.0014293416497119793 0.0016442033686804164 0.0012720389129725618 0.0010008998880994824 0.0010541081941724539 0.0012450169690150226
leaf_count=491 215 53 74 271 284 329 68 196 67 185 62 85 34 110 120 48 69 105 31 60 57 107
internal_value=0 4.02219e-05 8.54791e-05 0.000131357 0.000172834 0.00021457 0.000273133 0.000208603 0.000269142 0.000327448 0.000383432 0.000839922 0.000284432 0.000361476 0.000275869 -8.01119e-05 0.000531162 0.000195765 0.000878508 0.000421783 0.000834829 -0.000539127
internal_weight=0 0.0283271 0.0272452 0.026112 0.0248486 0.0237777 0.0221619 0.0198782 0.0179455 0.0168337 0.0154338 0.00275062 0.0126831 0.0115811 0.010374 0.00433259 0.00604136 0.00307355 0.00296782 0.00206963 0.0022837 0.00226297
internal_count=3121 2630 2415 2341 2288 2017 1688 1563 1367 1083 1016 147 869 835 725 335 390 174 216 108 125 227
is_linear=0
shrinkage=0.00148603


Tree=1744
num_leaves=23
num_cat=0
split_feature=1213 160 14 3 124 484 50 48 40 4 484 4 51 0 1 151 1 3 12 13 15 484
split_gain=0.000550955 0.000497174 0.000433224 0.000454026 0.000352943 0.000412608 0.000484072 0.000650026 0.000484686 0.000461179 0.000353761 0.000524282 0.000563945 0.000261413 0.000367315 0.000308252 0.000233041 0.000308503 0.000230671 0.000221059 0.00028154 0.000167543
threshold=-1.0000000180025095e-35 -0.40698999999999991 0.076975000000000002 0.30112000000000005 -0.043384999999999993 -0.0068949999999999992 0.10030500000000002 0.12737000000000001 -0.063404999999999989 -0.49405499999999997 0.08660000000000001 0.0061450000000000003 0.086310000000000012 -0.18113999999999997 0.12958500000000003 -0.00099499999999999979 0.090540000000000023 -0.082094999999999987 0.086700000000000013 -0.092879999999999976 -0.10091499999999999 0.096415000000000015
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 -6 7 8 -7 -10 11 12 16 15 19 -13 17 18 -11 -15 -21 -12
right_child=1 2 -4 -5 5 6 -8 -9 9 10 21 13 -14 14 -16 -17 -18 -19 -20 20 -22 -23
leaf_value=-0.00077768923738471933 -0.00081255668348561704 0.0005809315300724739 -0.00069146152784046566 0.00086000521450721337 -0.00058620288922453241 -0.00059176629186756449 0.0008383287445677247 -0.00089961382026957292 -0.00067165613287351749 -2.8378267469401636e-05 0.0009939017822944709 0.00023255229338820004 -0.00098879106142902304 0.00042600178478132252 0.00072005304319889933 0.0011761690218492485 -0.00049067490202594198 -0.00030404059361012161 0.00068006709692990531 0.0001777659503715743 -0.00059683562758017922 0.0003009721717656206
leaf_weight=0.0013978480793644934 0.0010626585942732072 0.0018129352309945992 0.0011535774929978251 0.0011247829530174327 0.0016593952655356145 0.0015864206753735113 0.001160756700985254 0.0011398103460322764 0.0010550269070090856 0.0012451106240154355 0.0010739265196981753 0.0010916123430888547 0.00104349626686151 0.0012922568453852534 0.0014712054984765688 0.0010502379631702752 0.0011611848748525055 0.0016010163560155775 0.0016553666770124931 0.0015194559910312044 0.0013884315941465955 0.0010841596283164279
leaf_count=491 215 224 74 130 446 83 80 43 95 148 76 30 76 27 40 25 134 186 219 65 131 83
internal_value=0 2.19154e-05 5.43142e-05 8.71297e-05 5.24842e-05 1.13293e-05 5.71926e-05 1.28737e-05 6.67102e-05 0.00012562 0.000176056 0.000106237 -0.000148805 0.000325143 0.000185369 0.000695247 5.98446e-06 0.0001341 0.000375947 -1.9176e-06 -0.000192084 0.000645794
internal_weight=0 0.0284328 0.0273702 0.0262166 0.0250918 0.0232789 0.0216195 0.0204587 0.0193189 0.0177325 0.0166775 0.0145194 0.00670617 0.0078132 0.00567135 0.00214185 0.00566268 0.00450149 0.00290048 0.00420014 0.00290789 0.00215809
internal_count=3121 2630 2415 2341 2211 1987 1541 1461 1418 1335 1240 1081 763 318 263 55 687 553 367 223 196 159
is_linear=0
shrinkage=0.00124344


Tree=1745
num_leaves=13
num_cat=0
split_feature=48 1 15 2 3 52 159 3 51 3 43 13
split_gain=7.62407e-05 0.000134484 0.0001766 0.000203895 0.000216717 0.000139266 0.000127106 0.000121105 0.000110241 0.000111951 0.000122946 0.000160415
threshold=-0.084044999999999995 0.104035 -0.016799999999999995 1.0000000180025095e-35 0.10893000000000001 0.11434500000000002 0.082585000000000006 -0.073884999999999992 0.086310000000000012 0.0051600000000000005 -0.15582499999999996 -0.084034999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 7 -5 6 8 -3 9 10 -2 -12
right_child=1 2 -4 4 -6 -7 -8 -9 -10 -11 11 -13
leaf_value=-0.0019068305606944748 0.0017692454938931911 0.00011614932134754043 0.0027290299357771858 0.0034764845970795635 -0.00023806537170091964 -0.0028169557706312584 -0.0022810318388874085 -0.0032970640491466158 -0.0019218873899004062 0.0019468281994833715 0.0010072149172110074 -0.0021121709019575139
leaf_weight=0.0010077522038638423 0.001298802009269239 0.001054902646198938 0.0018035725781206926 0.0013193614420130145 0.0018987942488426501 0.0010900437142098854 0.0011987896482983096 0.0010070769083612083 0.001060218760556883 0.0019352855415388781 0.0014235123356196996 0.0019179345176805179
leaf_count=86 106 79 137 187 139 372 290 120 175 74 434 922
internal_value=0 8.61037e-05 0.000827086 0.000177426 0.00128481 -0.000442775 -0.000149838 -0.00155087 0.000184752 0.000524421 -6.88159e-05 -0.00078326
internal_weight=0 0.0170083 0.00708371 0.00528014 0.00321816 0.00992459 0.00883454 0.00206198 0.00763575 0.00657553 0.00464025 0.00334145
internal_count=3121 3035 662 525 326 2373 2001 199 1711 1536 1462 1356
is_linear=0
shrinkage=0.00704007


Tree=1746
num_leaves=13
num_cat=0
split_feature=11 4 16 2 150 48 1 16 13 0 16 52
split_gain=8.75336e-05 0.000116411 0.000112329 0.000165745 0.000129465 0.00019274 0.000181015 0.00015006 0.000211433 0.000151564 0.000137083 0.000115747
threshold=0.087830000000000005 0.27287000000000006 -0.36241499999999999 0.10981000000000002 0.088380000000000014 0.082620000000000013 0.13075500000000004 0.22339500000000004 0.0076650000000000008 -0.077999999999999986 -0.083539999999999989 0.077655000000000016
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 10 -4 -5
right_child=-2 -3 3 11 -6 -7 -8 -9 -10 -11 -12 -13
leaf_value=-0.0014110928986052365 -0.0014624338521620646 0.0012790922332966824 0.00080348757324873318 0.00041811146967754196 -0.0019797643388656206 0.0014791099630229968 0.0015036117851024572 -0.0025486691877329658 -0.0022724372460782823 0.0016749670659523392 -0.0015385261864598863 0.0026204219718901113
leaf_weight=0.0015573559158160695 0.0010773379170474487 0.0019446502065722229 0.0012271627852850847 0.0018750622711271878 0.0010450071863682972 0.0018395226518193031 0.0011461978177180754 0.0010626460987214308 0.0012535692313380559 0.0012794879783710631 0.0015445315621086045 0.0010018848540152558
leaf_count=136 121 314 421 231 143 336 22 192 206 291 600 108
internal_value=0 7.57224e-05 -8.2049e-05 7.38669e-05 -0.000233577 -3.84781e-05 -0.000410023 -0.000754497 -0.000395089 0.000185824 -0.000501604 0.00118506
internal_weight=0 0.0167771 0.0148324 0.0132751 0.0103981 0.00935312 0.0075136 0.0063674 0.00530475 0.00405118 0.00277169 0.00287695
internal_count=3121 3000 2686 2550 2211 2068 1732 1710 1518 1312 1021 339
is_linear=0
shrinkage=0.00523088


Tree=1747
num_leaves=14
num_cat=0
split_feature=41 484 48 0 160 133 15 2 13 0 4 0 52
split_gain=7.9138e-05 9.5033e-05 0.000108639 0.000215463 0.000112846 0.00017127 0.000119143 0.00010699 0.000267367 0.000124788 0.000117727 0.000105472 8.99659e-05
threshold=0.078475000000000017 0.085515000000000022 0.092475000000000016 -0.18901999999999997 -0.082299999999999984 -0.0061299999999999992 -0.10653 0.10559 -0.084034999999999985 -0.077999999999999986 0.0061450000000000003 0.051010000000000007 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 -6 -7 8 -8 10 -10 -9 -11
right_child=-2 -3 3 -5 5 6 7 11 9 12 -12 -13 -14
leaf_value=-0.0018116763444054568 -0.0013460523771893372 0.0011720046107979367 -0.00078945300472808052 0.0019725722998350497 -0.0018801694326485664 0.0015405307282881765 0.0021728207495531676 -0.0021323016689437264 -0.0024322778903600635 -0.00052586419119280054 -6.081824174073955e-06 0.00013196152513371737 0.0015376402849977566
leaf_weight=0.0011530208900331707 0.0011021552066811094 0.0018399376372324741 0.0012910273363679892 0.0017491624610996024 0.0012803034414189647 0.0013313688943155108 0.0014284474354325245 0.001170749974149482 0.0011068261740851976 0.0011614857017262503 0.0010022946580594133 0.0010059146818562903 0.0010653376536294383
leaf_count=319 148 331 41 273 637 179 186 187 335 159 60 76 190
internal_value=0 7.3057e-05 -6.40652e-05 0.000799668 -0.000288392 -0.000121954 0.000120814 -0.00011721 0.000248574 -0.000385356 -0.0012793 -0.0010859 0.00046134
internal_weight=0 0.0165859 0.0147459 0.00304019 0.0117057 0.0105527 0.00927243 0.00794106 0.00576439 0.00433594 0.00210912 0.00217666 0.00222682
internal_count=3121 2973 2642 314 2328 2009 1372 1193 930 744 395 263 349
is_linear=0
shrinkage=0.00512831


Tree=1748
num_leaves=13
num_cat=0
split_feature=50 15 15 133 159 52 16 12 0 16 16 13
split_gain=8.04375e-05 0.000141957 0.000130541 0.000133693 0.00014797 0.000177436 0.000233762 0.000137928 0.000146899 0.000244029 0.000134388 8.2029e-05
threshold=0.10647500000000001 -0.24436499999999997 -0.11713499999999999 0.10622000000000002 0.090025000000000008 -0.24164999999999998 0.23311500000000004 0.086700000000000013 -0.12333499999999999 -0.056919999999999991 -0.094359999999999986 -0.094514999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 8 10 -10 -7 -9
right_child=-2 2 3 -5 -6 6 -8 11 9 -11 -12 -13
leaf_value=0.0018688067932300138 -0.0014763878066826645 -0.0016236749787247222 -0.0011808534900492995 -0.0017607709932319386 -0.0017521704135267078 -0.00063178077536179102 0.0029005517970434455 0.0023556949589631582 0.00080863504214737764 -0.0026714928197938293 0.0016575074368106041 0.0005855652969900708
leaf_weight=0.0012145535779266347 0.0010486092460096344 0.0014400973797244173 0.0017396267567902921 0.0010582141619279858 0.0010049607720057649 0.0013560307744757694 0.0012532654955980669 0.0012695607575856638 0.0010654081354649235 0.0013566579970409626 0.0017263263111013697 0.0019918749388291856
leaf_count=223 333 214 299 344 234 77 48 77 284 273 103 612
internal_value=0 7.81277e-05 -6.43747e-05 9.80877e-05 0.000252202 0.000423506 0.000702071 0.000387752 -0.000137724 -0.00114067 0.000650374 0.00127461
internal_weight=0 0.0164766 0.015262 0.0138219 0.0127637 0.0117588 0.0100191 0.00876586 0.00550442 0.00242207 0.00308236 0.00326144
internal_count=3121 2788 2565 2351 2007 1773 1474 1426 737 557 180 689
is_linear=0
shrinkage=0.0054422


Tree=1749
num_leaves=14
num_cat=0
split_feature=12 48 2 159 52 12 2 457 0 3 2 1 0
split_gain=7.95927e-05 0.000106157 0.000139396 0.000212424 0.000170857 0.000238447 0.000177066 0.000171373 0.000163439 0.000175407 0.00012205 8.58362e-05 2.10971e-06
threshold=0.11650500000000001 0.12879500000000002 0.113445 0.091005000000000016 0.11434500000000002 0.10097500000000002 0.088850000000000012 0.087855000000000003 -0.060129999999999996 -0.078934999999999991 0.096540000000000015 0.10781 -0.10836499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 8 10 9 -1 -8 -4 -11
right_child=-2 -3 11 -5 -6 -7 7 -9 -10 12 -12 -13 -14
leaf_value=-0.0032423411727447145 -0.0015272678832679253 -0.0015770260129571987 0.00016097196904854577 -0.0024951781544750792 -0.0017298846011187252 0.0028932882827935797 -0.00079052138808368561 0.0030144781013446307 0.0012746103446107529 -0.00056750018720727504 0.001352602747833561 0.0022343244348416069 -0.00019536271596321735
leaf_weight=0.0011050595007209962 0.0010869903682532702 0.0011856960804356156 0.0011227282506906808 0.0010771083769496878 0.0013597036941356147 0.0011771194828602569 0.0017199539958025617 0.001005897139052081 0.0010161449746895184 0.0010281231146356262 0.0018286897102559874 0.001637162727737479 0.0010046300264220098
leaf_count=856 147 79 146 246 349 138 304 57 95 60 251 232 161
internal_value=0 8.68829e-05 0.000217691 -4.50719e-05 0.000189606 0.00045362 0.000123852 0.000910319 -0.000738457 -0.00139037 0.000313875 0.00139088 -0.000383582
internal_weight=0 0.016268 0.0150823 0.0123224 0.0112453 0.00988562 0.0087085 0.00455454 0.00415396 0.00313781 0.00354864 0.00275989 0.00203275
internal_count=3121 2974 2895 2517 2271 1922 1784 612 1172 1077 555 378 221
is_linear=0
shrinkage=0.00577531


Tree=1750
num_leaves=22
num_cat=0
split_feature=1213 160 14 1374 4 484 453 16 1 4 457 16 52 157 51 4 48 1 43 1 15
split_gain=0.000675216 0.000563178 0.00041008 0.000522633 0.000369052 0.000401494 0.000407329 0.000475581 0.000480008 0.000371068 0.000366194 0.000314853 0.000312027 0.000267683 0.00024809 0.000343647 0.000402614 0.000319628 0.000212377 0.000515516 0.000192464
threshold=-1.0000000180025095e-35 -0.40698999999999991 0.076975000000000002 -0.094929999999999987 -0.49405499999999997 0.085130000000000011 1.0000000180025095e-35 -0.062804999999999986 0.077565000000000009 -0.083854999999999985 0.045365000000000009 -0.008904999999999998 -0.40306999999999998 -0.072409999999999988 0.095050000000000009 0.40473500000000007 0.087380000000000013 0.090540000000000023 -0.088004999999999986 0.10508500000000001 -1.0000000180025095e-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 -3 -5 6 7 8 9 -6 14 -9 -13 -7 15 16 17 -10 20 -20 -14
right_child=1 2 -4 4 5 13 -8 11 10 -11 -12 12 18 -15 -16 -17 -18 -19 19 -21 -22
leaf_value=-0.00098715717280084807 -0.00096221232579165217 -0.00079578531199698947 -0.00072995065497066737 -0.00042875505574149135 0.00047919622265714509 0.001272012205350042 -0.00067732653693382608 -0.00058048897615520137 0.00091819582198314432 -0.0006360965879406976 0.001341656055788708 -0.00055556268282128812 0.00013475278291488312 0.0003471798243902603 0.00098159902625679827 0.0009136916400702609 -0.00060715500170576992 -4.1373255119398441e-06 -0.00054641103047955422 0.00053387966820595966 0.0009859809502173961
leaf_weight=0.0013344949873965442 0.0010734695902295524 0.0011927336896544452 0.0011944768164942046 0.0019638426113184294 0.0010202332523028268 0.0010466552052434963 0.0011342071557298708 0.0017838048031930953 0.001247185361877623 0.0013711076806205086 0.0010134704236479664 0.0012365575057042624 0.0010063700100120254 0.0014835402219024454 0.0013376956097661541 0.001387107637638274 0.0011241292752295351 0.0018001837211865102 0.0016821687242849319 0.0017856922860478575 0.0010795902834050963
leaf_count=491 215 53 74 142 111 86 64 230 84 380 58 186 65 145 77 131 39 118 219 115 38
internal_value=0 3.24028e-05 7.21075e-05 0.000109391 0.000153451 0.000204178 0.000137719 0.000186695 0.000389485 -0.000160272 0.000555691 -5.69393e-05 8.0595e-05 0.000729751 0.000440187 0.000309894 0.000109119 0.000373343 0.000222235 9.85889e-06 0.000575307
internal_weight=0 0.0279642 0.0268908 0.0256963 0.0245035 0.0225397 0.0200095 0.0188753 0.0103011 0.00239134 0.00790977 0.00857418 0.00679038 0.0025302 0.0068963 0.00555861 0.0041715 0.00304737 0.00555382 0.00346786 0.00208596
internal_count=3121 2630 2415 2341 2288 2146 1915 1851 998 491 507 853 623 231 449 372 241 202 437 334 103
is_linear=0
shrinkage=0.00140032


Tree=1751
num_leaves=22
num_cat=0
split_feature=1213 160 14 1374 3 39 42 48 0 484 133 376 3 16 47 1 2 3 42 4 16
split_gain=0.000608455 0.000578206 0.000441225 0.000529573 0.000338855 0.000451506 0.000389199 0.000329349 0.000444865 0.000352219 0.000327915 0.000284787 0.000310356 0.000307083 0.000356447 0.000275656 0.000484824 0.000445745 0.000516199 0.000208847 0.000126793
threshold=-1.0000000180025095e-35 -0.40698999999999991 0.076975000000000002 -0.094929999999999987 0.30112000000000005 0.13507500000000003 -0.11466499999999999 0.11951500000000001 -0.17169499999999996 -1.0000000180025095e-35 0.10622000000000002 1.0000000180025095e-35 -0.15956499999999998 0.24134000000000003 0.092710000000000015 0.111945 0.11093500000000002 -0.0087149999999999988 0.083995000000000014 0.0061450000000000003 -0.082779999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5 8 19 -10 11 12 -11 14 15 16 17 18 -14 -8 -20
right_child=1 2 -4 4 -6 -7 7 -9 9 10 -12 -13 13 -15 -16 -17 -18 -19 20 -21 -22
leaf_value=-0.00098897822943206097 -0.0010537348739491654 -0.00083825413112846223 -0.00083830004006355723 -0.00083527696303303497 0.00096773017688412072 0.0010186919760437989 0.00022156619128341684 -0.00051323626107809895 -0.00073362208699984013 0.00086020704764969613 -0.00055883761354259625 0.00092402326589677254 -0.000568565711974684 -0.00054261793288448051 -0.00044795765829434961 0.0010018879939086023 -0.0007076314201509182 0.00097364929695575831 0.00087851531911939352 0.00099271754448216156 0.00017653914355036243
leaf_weight=0.0013899041539510151 0.0010726473591738386 0.0012595795485310637 0.001150206528115926 0.0010167071648031203 0.0011635571807611092 0.00124528068419849 0.00135006387987601 0.0017141987851196907 0.0011456598731869458 0.0012494402685838618 0.0014117461824161856 0.0011684622881602833 0.0016576742358533859 0.0016401026278604494 0.0017873660088634233 0.0011088836789718282 0.0011583230724419025 0.0018824317941650475 0.0012063344498951523 0.002005410536908836 0.0011592553344582646
leaf_count=491 215 53 74 108 127 36 34 79 408 112 245 114 336 186 68 91 32 46 58 72 136
internal_value=0 3.80215e-05 8.06358e-05 0.000120778 0.000168961 0.000130085 8.12559e-05 0.000124307 0.000179139 7.72525e-05 0.000137459 0.000207581 0.000142434 6.51244e-05 0.000165198 0.000299292 0.000189 0.000364863 8.00197e-05 0.000682447 0.000534512
internal_weight=0 0.0285533 0.0274807 0.0263305 0.0250709 0.0239073 0.0226621 0.0216454 0.0199312 0.0165757 0.01543 0.0140183 0.0128498 0.0116004 0.00996027 0.0081729 0.00706402 0.0059057 0.00402326 0.00335547 0.00236559
internal_count=3121 2630 2415 2341 2288 2161 2125 2017 1938 1832 1424 1179 1065 953 767 699 608 576 530 106 194
is_linear=0
shrinkage=0.00151575


Tree=1752
num_leaves=14
num_cat=0
split_feature=1 0 4 151 150 151 159 2 52 12 15 151 3
split_gain=7.50141e-05 0.000206502 0.000150087 0.000101948 0.000247058 0.000190045 0.000138989 0.000150037 0.000222145 0.000145259 0.000113671 9.49608e-05 7.35086e-05
threshold=0.077565000000000009 -0.059114999999999994 -0.49405499999999997 0.056735000000000001 0.081835000000000019 -0.033849999999999991 -0.032739999999999991 1.0000000180025095e-35 -0.070154999999999981 0.10097500000000002 -0.024814999999999997 -0.070479999999999987 -0.064674999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 -3 4 5 -2 -7 9 -9 10 -8 -6 -1
right_child=3 2 -4 -5 11 6 7 8 -10 -11 -12 -13 -14
leaf_value=-0.0028704612078988079 -0.0018579242442907939 -0.0012941325032564993 0.0011809098665882835 -0.0011668579875975724 0.0032131064802674281 -0.0013730910589934329 -0.0020956858157543984 -0.00041875472949870642 0.0026159013289373998 0.0012758976230763724 0.00032449646448034055 0.00090646389807353669 -0.00084356089638541753
leaf_weight=0.0010359234130258447 0.001332811567577254 0.0010714943696081558 0.0019980939533464897 0.0013611220933120735 0.0010174338717394149 0.001164967516621652 0.0011670869142751759 0.0010786800386077822 0.0018897159369785366 0.0013387178227057817 0.0010490550633395169 0.0010148939473220162 0.0010020674534476082
leaf_count=1331 115 35 141 99 170 165 162 192 203 67 248 64 129
internal_value=0 -0.000557205 0.000316952 0.000210981 0.00038065 2.03665e-06 0.000324475 0.000627638 0.00151314 -0.000111781 -0.000950044 0.00206123 -0.00187385
internal_weight=0 0.00510758 0.00306959 0.0124145 0.0110534 0.00902103 0.00768822 0.00652326 0.0029684 0.00355486 0.00221614 0.00203233 0.00203799
internal_count=3121 1636 176 1485 1386 1152 1037 872 395 477 410 234 1460
is_linear=0
shrinkage=0.00533549


Tree=1753
num_leaves=22
num_cat=0
split_feature=1213 160 14 1374 453 4 484 0 50 0 474 42 151 16 48 15 12 13 2 16 2
split_gain=0.000563952 0.000542692 0.000393445 0.000371237 0.000289845 0.000333062 0.000337098 0.000369545 0.000360376 0.000399306 0.000382966 0.000355631 0.000425679 0.000478161 0.000267071 0.000290639 0.000238412 0.000250001 0.000228292 0.00017333 0.000131679
threshold=-1.0000000180025095e-35 -0.40698999999999991 0.076975000000000002 -0.094929999999999987 1.0000000180025095e-35 -0.49405499999999997 -1.0000000180025095e-35 -0.23091999999999999 0.10030500000000002 -0.019414999999999998 0.082665000000000002 0.088060000000000013 -0.039414999999999999 -0.056919999999999991 0.085845000000000019 0.035560000000000008 0.089625000000000024 -0.067719999999999989 0.10803500000000001 0.19444000000000003 0.092120000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 -7 -8 9 10 11 12 -9 14 15 -14 -13 -18 20 -15 -11
right_child=1 2 -4 4 -6 6 7 8 -10 18 -12 16 13 19 -16 -17 17 -19 -20 -21 -22
leaf_value=-0.00097013795403791045 -0.0010391009335892587 -0.00069210065135658224 -0.00078233032389673205 -0.00038291222598926073 -0.00050286098560402791 -0.00036169215158142433 0.0011241457597360219 0.00067771407130486137 0.0010707945237733547 0.00057391494097814211 0.00084578142350826707 0.00095171555861635706 0.00061895114055975737 -0.0012495047253157823 -0.00068901277705435676 -0.00025615544464072391 -0.00030400116727839489 0.00067136733990929328 0.0001078460502494549 -0.00043845662345449662 0.0012670442871545104
leaf_weight=0.001297002835114496 0.0010040383320260573 0.0012031359216315698 0.001132626008502057 0.0020038217308853091 0.0013960237145240742 0.0018008498536906245 0.0011591627575455654 0.0010833523322006941 0.0011252690893647213 0.0012988366166078085 0.0012812473929254544 0.0011116130863133853 0.0016236896258999753 0.001241348278052389 0.0010579726136294987 0.0017321519077067027 0.0013434514822328603 0.0010215860072409766 0.0012137170543848885 0.0010953141825844545 0.0011334583246807028
leaf_count=491 215 53 74 141 77 442 42 120 96 73 175 133 136 99 75 272 126 114 65 71 31
internal_value=0 3.29602e-05 7.42667e-05 0.00011319 0.000154031 0.000195105 0.000252096 0.000311773 0.000257539 0.00020118 7.57844e-05 -1.14407e-05 -0.000186982 -0.000325753 -3.79881e-05 0.000167256 0.000384102 0.000117313 0.000634243 -0.000869325 0.000896916
internal_weight=0 0.0270627 0.0260586 0.024926 0.0237229 0.0223268 0.020323 0.0185222 0.017363 0.0162377 0.0125917 0.0113105 0.00783383 0.00675048 0.00441381 0.00335584 0.00347665 0.00236504 0.00364601 0.00233666 0.00243229
internal_count=3121 2630 2415 2341 2288 2211 2070 1628 1586 1490 1321 1146 773 653 483 408 373 240 169 170 104
is_linear=0
shrinkage=0.00148603


Tree=1754
num_leaves=25
num_cat=0
split_feature=1213 151 1456 11 4 3 14 1374 13 13 51 484 16 13 42 42 4 1 16 1 4 12 4 52
split_gain=0.000618926 0.000492163 0.000515623 0.000485646 0.000478655 0.000395761 0.00038255 0.000550292 0.000416115 0.000451317 0.000308982 0.000303999 0.000231897 0.000217213 0.000314304 0.000327661 0.00030606 0.000412237 0.000327846 0.000290318 0.000273945 0.000268125 0.000194886 9.63248e-05
threshold=-1.0000000180025095e-35 -0.24462999999999999 -1.0000000180025095e-35 0.088215000000000002 0.27287000000000006 0.11924500000000002 0.076175000000000007 -0.094929999999999987 -0.53104499999999988 -0.47860499999999995 0.078435000000000019 0.084040000000000017 -0.062804999999999986 0.41383500000000001 0.091735000000000025 0.090310000000000015 -0.077679999999999985 0.095285000000000022 -0.0007049999999999999 0.11507500000000002 -0.084369999999999987 0.079890000000000017 0.053925000000000008 -0.078224999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 6 -6 7 -4 -9 -10 11 13 23 14 15 16 20 18 -18 -16 21 -11 -19 -12
right_child=1 2 3 -5 5 -7 -8 8 9 10 12 -13 -14 -15 19 -17 17 22 -20 -21 -22 -23 -24 -25
leaf_value=-0.00099942821621137531 -0.0010393510202385749 -0.00098732968570278785 -0.00091520998953390214 -0.00080406072330803261 0.0011894707557288853 7.2109753818447344e-05 -0.00084484868915692341 -0.00073414949478460112 0.0012202656804551372 0.00063037471330685798 0.0005055750609679944 0.00073808542587353943 5.3419033203410024e-05 0.00058335295860274241 -0.0012026318504065546 0.00087797265026201738 -0.0013165575078922236 0.00058553256188650677 -0.00013279941736980174 -4.9022467471537777e-05 0.00097412282431210188 -0.00037085473341390166 -0.00025102691631118703 0.0011304883855340574
leaf_weight=0.00149051877196854 0.0010084652870872004 0.0010809176997325356 0.0011725763121184221 0.0013453207827889271 0.0017955130004226041 0.0013109154055954697 0.0010405295481090695 0.0011393586688264136 0.0010355795402503488 0.0010613217584714008 0.0010508634418384677 0.0014621084927624048 0.0013424556168617477 0.0013451951546130667 0.0010267349772223192 0.0010106084668626289 0.0012554888734129192 0.0011547465031283011 0.0010084372860472181 0.001059576157171449 0.0010054509501127244 0.0016079428222433023 0.0015715548406092239 0.0013432205464454783
leaf_count=491 77 258 39 105 203 94 55 18 20 60 44 131 104 15 267 72 340 79 154 24 123 165 43 140
internal_value=0 2.19264e-05 5.98434e-05 0.000101541 0.000148763 0.000717943 7.08507e-05 0.000114854 0.000173828 0.000227315 0.000171143 6.94199e-05 0.000567771 -5.17059e-06 -7.24796e-05 4.48793e-05 -5.22859e-05 -0.00030163 -0.000789267 -0.000616748 0.000286321 2.72424e-05 0.000103304 0.000856188
internal_weight=0 0.0292349 0.0282264 0.0271455 0.0258002 0.00310643 0.0226937 0.0216532 0.0204806 0.0193413 0.0183057 0.0145692 0.00373654 0.0131071 0.0117619 0.00967555 0.00866494 0.00499023 0.00226393 0.00208631 0.00367472 0.00266926 0.0027263 0.00239408
internal_count=3121 2630 2553 2295 2190 297 1893 1838 1799 1781 1761 1473 288 1342 1327 1036 964 616 494 291 348 225 122 184
is_linear=0
shrinkage=0.00154607


Tree=1755
num_leaves=13
num_cat=0
split_feature=11 3 2 457 160 133 2 16 0 43 13 3
split_gain=8.24793e-05 8.9477e-05 0.000214568 0.000112116 0.000113197 0.000145851 0.000187691 0.000267425 0.000162028 0.000173639 0.000104281 6.12731e-05
threshold=0.087830000000000005 -0.12018999999999998 0.10467500000000002 -0.0029299999999999994 -0.082869999999999985 -1.0000000180025095e-35 0.11411 -0.14771999999999999 -0.22491999999999998 -0.074359999999999996 -0.0030199999999999997 0.097915000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 -6 7 -7 -9 10 -10 -11
right_child=-2 3 -4 4 5 6 -8 8 9 11 -12 -13
leaf_value=-0.00034941207759810265 -0.0017765960320731749 -0.0019269405679912912 0.0035489143192770473 -0.0015507639025976894 -0.0016450524870747385 0.0032961288042424558 -0.0012278193215796932 0.0024270906195199469 0.0022839542003972113 -0.0025336983297988519 -0.00033278030863606519 -0.00040909515034659986
leaf_weight=0.0014684390858574195 0.0010591213284927284 0.0012967462544845468 0.0010067148217113298 0.0015797640514118244 0.0014140444412006114 0.0017261135182552196 0.0019339682531280137 0.0013153116835176188 0.0013267390154863435 0.0011206818139641809 0.0012523176051804086 0.0011775444370227817
leaf_count=163 121 244 69 459 718 128 271 40 333 379 145 51
internal_value=0 9.53438e-05 0.00123615 -0.000104304 7.96761e-05 0.000308288 0.00058863 0.00103226 0.000401229 -0.000145108 0.00101334 -0.00144511
internal_weight=0 0.0166184 0.00247515 0.0141432 0.0128465 0.0112667 0.00985268 0.00791871 0.00619259 0.00487728 0.00257906 0.00229823
internal_count=3121 3000 232 2768 2524 2065 1347 1076 948 908 478 430
is_linear=0
shrinkage=0.00650394


Tree=1756
num_leaves=14
num_cat=0
split_feature=128 402 12 160 43 16 160 16 151 15 0 3 3
split_gain=8.40532e-05 0.00010967 0.000151921 0.000223235 0.000198011 0.000154948 0.000145285 0.000160116 0.000236745 0.000110323 0.000104269 0.000160302 9.99908e-05
threshold=1.0000000180025095e-35 0.073745000000000019 0.051320000000000005 -1.0000000180025095e-35 -0.043144999999999996 0.25084500000000004 -0.088854999999999976 0.033715000000000009 -0.0083949999999999979 -0.092489999999999989 -0.059114999999999994 -0.086769999999999986 -0.015584999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 12 10 -6 8 -8 -10 11 -5 -1
right_child=-2 -3 3 5 6 -7 7 -9 9 -11 -12 -13 -14
leaf_value=0.0028148268459275184 -0.0013976570660799638 0.0016327735923665188 -0.0024480845389509456 -0.0015357936698214873 0.0016701369854117125 -0.0016017345961350021 -0.0016076044367369451 -0.0018195393115681888 4.3828260385175763e-05 0.0019522769337977218 0.0015882904514540851 0.00083485950350964215 0.00070301086308603635
leaf_weight=0.0010101741244975537 0.0010015332327448839 0.001027090635732939 0.0012765652057530061 0.0012050612903768401 0.0010318831891602542 0.0013418782416414476 0.0013271128313025321 0.0013538380225734947 0.0016490744297817939 0.0013291275327782515 0.0011479453053508957 0.0016310250266955706 0.0011823366274121214
leaf_count=113 231 364 607 283 66 238 101 109 106 77 83 576 167
internal_value=0 7.29766e-05 -3.0475e-05 -0.000596784 0.00039042 -0.000153046 -3.08393e-05 -0.000340993 0.000123946 0.000895541 0.000334892 -0.000172438 0.00167601
internal_weight=0 0.0165131 0.015486 0.00660248 0.00888355 0.00532591 0.00669104 0.00565915 0.00430531 0.0029782 0.00398403 0.00283609 0.00219251
internal_count=3121 2890 2526 1787 739 1180 459 393 284 183 942 859 280
is_linear=0
shrinkage=0.00492917


Tree=1757
num_leaves=14
num_cat=0
split_feature=147 1 52 123 13 151 43 160 16 48 13 43 1
split_gain=8.2626e-05 0.000104697 0.000160075 0.000126002 0.000130446 0.000103632 9.30204e-05 0.000103884 0.000144411 0.000135714 0.000127924 9.35773e-05 6.59404e-05
threshold=0.089025000000000007 0.13869000000000004 0.17829500000000004 1.0000000180025095e-35 0.18141000000000002 -0.083274999999999988 -0.074359999999999996 0.088405000000000011 0.22339500000000004 0.085700000000000012 -0.095304999999999987 -0.092909999999999979 0.089175000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 11 8 9 10 -8 -7 -12
right_child=-2 -3 -4 -5 -6 6 7 -9 -10 -11 12 -13 -14
leaf_value=-0.0015444160681814861 0.0015828289294789639 0.0015338865162087957 -0.0024275179400501299 0.0017644285526867123 -0.0020474283280178776 7.6678722746985727e-05 0.0018368146900538201 0.0012731836531486526 -0.0024810382922282681 -0.0020108589492450245 0.00081790740542554371 0.0023512127056444579 -0.0010837819343745972
leaf_weight=0.0014192313711686383 0.0010583892118978663 0.0012337973124681842 0.0010879030968941614 0.0011752284114648912 0.0012641829006294633 0.0013486289047902611 0.0013962233849703649 0.0014073469365801783 0.001058323703624315 0.0010210117233779153 0.0010203212790890065 0.0011741490489584634 0.0016656916891895079
leaf_count=232 124 130 349 202 115 215 105 105 205 111 673 363 192
internal_value=0 -0.000115786 -0.000251131 -8.14082e-05 -0.000251213 -5.39447e-05 0.000155666 -0.000170851 -0.000500679 -8.99868e-05 0.000390444 0.00113529 -0.000361397
internal_weight=0 0.016272 0.0150382 0.0139503 0.0127751 0.0115109 0.0100917 0.00756892 0.00616157 0.00510325 0.00408224 0.00252278 0.00268601
internal_count=3121 2997 2867 2518 2316 2201 1969 1391 1286 1081 970 578 865
is_linear=0
shrinkage=0.00589082


Tree=1758
num_leaves=22
num_cat=0
split_feature=1213 160 14 1374 3 484 52 124 457 484 50 3 2 484 1 12 13 16 1 52 13
split_gain=0.000515598 0.000398413 0.000421683 0.000404463 0.000321102 0.000253458 0.000305819 0.000287538 0.000307688 0.000439109 0.000505254 0.000398399 0.00033689 0.000270475 0.000261877 0.000295092 0.000216232 0.000439903 0.000212346 0.000284099 0.000101209
threshold=-1.0000000180025095e-35 -0.26568499999999995 0.076975000000000002 -0.094929999999999987 0.30112000000000005 0.085515000000000022 -0.40306999999999998 0.10281000000000001 0.088350000000000026 -0.0068949999999999992 0.10030500000000002 0.10893000000000001 0.10882500000000002 0.096415000000000015 0.11507500000000002 0.092355000000000007 -0.084034999999999985 -0.097644999999999996 0.094715000000000008 0.091275000000000009 -0.0039049999999999992
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 6 -5 8 9 -8 11 14 -13 -7 15 16 -11 -18 19 -19 -17
right_child=1 2 -4 4 -6 13 7 -9 -10 10 -12 12 -14 -15 -16 20 17 18 -20 -21 -22
leaf_value=-0.00094620447495761748 -0.00088356863883179817 -0.00078488504450025182 -0.00083570791676432405 -0.00070963741595182663 0.00097467117843013122 0.0011055266988214238 -0.00095201929789163944 0.00087054456716969858 0.00070246709843969522 0.00063198087853453232 0.0010677944227129748 -2.7103059841543607e-05 -0.0012298929435628559 8.3462480727644766e-05 0.00067832186665490253 -0.00079228792352524567 -0.00075364083801254887 -0.00030270333107197071 0.00082878505679229977 0.0006373375228853538 -0.00015508203657640222
leaf_weight=0.0013119566143663377 0.0010565201381468872 0.0011049041941504347 0.0011344187874477987 0.0011274056246152108 0.0010455926572503485 0.0011582725463177282 0.0010558348817652366 0.0010585841198215143 0.0015375220749335719 0.0016654049041555617 0.0010600952816381968 0.001088383295495988 0.0010522722044186139 0.0012229878572767028 0.0015292552475111585 0.0011374038735467717 0.0013228115862818869 0.0019723968084203883 0.0010773613988579456 0.0011808503938326442 0.00115343381547095
leaf_count=491 231 53 73 261 127 110 400 31 86 138 68 17 30 103 124 172 80 295 76 53 102
internal_value=0 2.79275e-05 6.69393e-05 0.000110419 0.000154491 0.000114417 5.60487e-05 0.000104297 5.61096e-05 -8.86297e-06 6.10697e-05 -1.9906e-05 -0.000618353 0.000580606 9.61442e-05 2.52388e-06 0.000152938 9.27813e-06 0.000247825 4.93298e-05 -0.000471456
internal_weight=0 0.0257417 0.0246852 0.0235508 0.0224459 0.0214003 0.019019 0.0178916 0.016833 0.0152955 0.0142397 0.0131796 0.00214066 0.00238126 0.0110389 0.00950966 0.00721883 0.00555342 0.00423061 0.00315325 0.00229084
internal_count=3121 2630 2399 2326 2273 2146 1933 1672 1641 1555 1155 1087 47 213 1040 916 642 504 424 348 274
is_linear=0
shrinkage=0.00151575


Tree=1759
num_leaves=23
num_cat=0
split_feature=1213 160 14 3 1374 484 50 48 0 457 0 376 47 42 133 4 12 43 151 0 42 13
split_gain=0.000530749 0.000397422 0.000412961 0.000432668 0.000278301 0.000301247 0.000425436 0.000500656 0.000536211 0.000478496 0.000356597 0.000367678 0.00062618 0.000329395 0.00047187 0.000607393 0.000311753 0.000227275 0.000252908 0.000249492 0.000225481 0.000183188
threshold=-1.0000000180025095e-35 -0.40698999999999991 0.076975000000000002 0.30112000000000005 -0.094929999999999987 -0.0068949999999999992 0.10030500000000002 0.11951500000000001 -0.10607499999999999 0.080930000000000016 -0.077999999999999986 0.11430500000000002 0.098400000000000015 0.093175000000000022 0.091580000000000009 -0.27825499999999997 0.088615000000000013 -0.04890499999999999 -0.0077149999999999988 -0.15350499999999997 0.083995000000000014 -0.0021749999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 7 8 9 17 16 12 13 14 15 -12 20 -7 -19 -20 -10 -17
right_child=1 2 -4 -5 5 6 -8 -9 10 -11 11 -13 -14 -15 -16 21 -18 18 19 -21 -22 -23
leaf_value=-0.0010381384721827277 -0.0010445350846778406 -0.00077786975344068413 -0.0009078969991871132 0.00083674809624516148 -0.00066176514438537955 0.0006979830749964549 0.00090409345601262471 -0.0009752608496194239 -0.00070418718944877297 0.0012190785418088928 -0.00078113340182265115 -0.00088251009432799862 0.0010748612969338587 -0.00079669241146079609 0.00091757214716185493 -9.5491636579686883e-05 -0.0012670519152601931 -0.00060813141722534361 0.00071511463330160537 -0.00015168992849225261 0.00023339301368586256 0.00071018627788201028
leaf_weight=0.0015289702028886401 0.0010300808417033199 0.0012794239866504844 0.0013399015772299619 0.0011315924220014475 0.0017314508088836352 0.0012991176174130814 0.0010521473850527699 0.0012520137154830016 0.0012923633261431233 0.0011269130183473308 0.001962881601441425 0.0010000352980390472 0.0011755086113165447 0.0012272068577585948 0.001116688697362811 0.0011979590592124953 0.0010606698486695515 0.0011462800100048298 0.0012634962686632889 0.0017473781251169307 0.0010084082743333778 0.0012989264775797472
leaf_count=491 215 50 74 130 456 71 89 57 211 59 135 17 39 167 56 124 263 25 35 65 178 114
internal_value=0 -0.000138801 -0.000103871 -6.14079e-05 -0.000103338 -6.57498e-05 -1.71361e-05 -6.51772e-05 -4.9654e-06 0.00033752 -0.000187666 -3.31081e-05 7.33481e-05 -9.96892e-05 5.36998e-05 -0.000162607 -0.000600526 0.000155446 -1.40971e-05 0.00021206 -0.000293254 0.000323637
internal_weight=0 0.0277404 0.0267104 0.0253705 0.0242389 0.0229594 0.021228 0.0201758 0.0189238 0.00658319 0.0123406 0.00897921 0.00797917 0.00680366 0.00557646 0.00445977 0.00336144 0.00545627 0.00415715 0.00301087 0.00230077 0.00249689
internal_count=3121 2630 2415 2341 2211 2161 1705 1616 1559 255 1304 652 635 596 429 373 652 196 125 100 389 238
is_linear=0
shrinkage=0.00148603


Tree=1760
num_leaves=14
num_cat=0
split_feature=1 0 4 159 52 4 150 1 15 0 47 15 3
split_gain=9.12569e-05 0.000198583 0.000116269 0.000104461 0.000125644 0.000143679 0.000119187 0.000107972 0.000105929 0.000103526 8.62586e-05 6.90964e-05 6.83112e-05
threshold=0.077565000000000009 -0.059114999999999994 -0.49405499999999997 0.076905000000000015 -0.0064899999999999992 -0.010655 0.087170000000000011 0.095695000000000016 -0.095869999999999983 -0.097274999999999986 0.10783500000000001 1.0000000180025095e-35 -0.055119999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 -3 4 5 -2 -7 9 10 -6 -9 -10 -1
right_child=3 2 -4 -5 7 6 -8 8 11 -11 -12 -13 -14
leaf_value=-0.0029983188759924399 -0.0024719609400123831 -0.0012242489251811149 0.0010442318650691301 0.001567915357460036 0.00284386840241844 0.0009204562304759911 -0.0012938109786171511 -0.0015862483878448992 0.0018223558747459448 0.00033052820564385152 0.00051051836958910959 -0.00014313970113744975 -0.00096264133273643148
leaf_weight=0.0010305277056838107 0.0010751197874248331 0.0010750073613177841 0.0019758363633286553 0.0015757241630517818 0.0010023511492156523 0.0016126798610556223 0.0013987593694189115 0.0014929281164643227 0.0012100656703924869 0.0010177894183511496 0.001016030485045713 0.0010121213662301898 0.0010016950218288967
leaf_count=1357 257 35 141 299 69 103 63 150 139 273 51 81 103
internal_value=0 -0.000650585 0.000244901 0.000232441 3.82754e-05 -0.00072995 -0.000108031 0.000503283 4.45649e-05 0.00157759 -0.00073714 0.000927148 -0.00199492
internal_weight=0 0.00508307 0.00305084 0.0124136 0.0108378 0.00408656 0.00301144 0.00675129 0.00473115 0.00202014 0.00250896 0.00222219 0.00203222
internal_count=3121 1636 176 1485 1186 423 166 763 421 342 201 220 1460
is_linear=0
shrinkage=0.00555105


Tree=1761
num_leaves=23
num_cat=0
split_feature=1213 160 14 1374 3 457 1 484 50 160 3 12 2 130 2 0 133 13 13 42 0 43
split_gain=0.00069646 0.000438703 0.000415541 0.000434837 0.000393385 0.000375238 0.000527942 0.000480941 0.000595512 0.000356786 0.000388084 0.00039826 0.000396112 0.000452447 0.000269327 0.000265204 0.000208271 0.000240054 0.000248276 0.000245079 0.000209494 0.000160377
threshold=-1.0000000180025095e-35 -0.40698999999999991 0.076975000000000002 -0.094929999999999987 0.30112000000000005 0.080930000000000016 0.083135000000000014 -1.0000000180025095e-35 0.10030500000000002 -0.081069999999999989 0.088060000000000013 0.081420000000000006 0.12299 -1.0000000180025095e-35 0.11215000000000001 -0.11991499999999998 0.093615000000000018 -0.084034999999999985 -0.015874999999999997 -0.088934999999999986 -0.057069999999999989 -0.04890499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 7 -7 -5 9 15 12 14 13 -11 -12 -9 17 21 -19 -20 -21 -15
right_child=1 2 -4 4 -6 6 -8 8 -10 10 11 -13 -14 16 -16 -17 -18 18 19 20 -22 -23
leaf_value=-0.00097681225461753048 -0.00086615175187184723 -0.00069823251130528502 -0.00076730693789561896 -0.00080412548117264149 0.00096947322887327948 -0.00024231737180092631 0.001006967005012957 0.0010694212115919307 0.0010309497538019462 -0.00084353262581221826 -0.00032808840310533875 0.00017515229000424667 0.00093651884507986449 0.00099697745486244027 -0.0011553696169915755 7.3383442404805456e-05 -0.0004908688211083689 -0.00054478577712107983 -0.00043039649872595088 4.3952374986449304e-05 0.00075797994872536193 0.00026483793677439349
leaf_weight=0.0014861274226295176 0.0010828069266402276 0.0013315163673368593 0.0011843647749278921 0.0013114189955449737 0.0011130149582729834 0.0010605982288387486 0.0019755694235873422 0.0010802530117040021 0.0012808109965475314 0.0011195735233143567 0.0019568820848672166 0.0017465824671489827 0.0010451570894802762 0.0010197220267049723 0.0013613528103491035 0.0011013878960740566 0.0010172891511931051 0.0012057563429628236 0.0010095795522735438 0.001826318175150104 0.0015495440431243079 0.0015206023086395924
leaf_count=491 215 53 74 439 127 71 118 23 87 158 49 20 115 68 34 147 226 197 60 145 112 92
internal_value=0 2.58068e-05 6.05269e-05 9.73406e-05 0.000139209 0.000101004 0.000570565 3.36042e-05 8.89756e-05 2.39707e-05 -4.83059e-05 -0.00037691 9.88025e-05 1.35364e-05 -0.000667492 0.000566578 0.000118419 0.000194644 2.92238e-05 0.000187045 0.000371696 0.000558729
internal_weight=0 0.0289001 0.0278173 0.0266329 0.0253014 0.0241884 0.00303617 0.0211522 0.0198408 0.01856 0.0163784 0.00506482 0.0113135 0.0102684 0.00331823 0.00218164 0.00914881 0.00813152 0.0055912 0.00438544 0.00337586 0.00254032
internal_count=3121 2630 2415 2341 2288 2161 189 1972 1533 1446 1276 103 1173 1058 83 170 900 674 514 317 257 160
is_linear=0
shrinkage=0.00142833


Tree=1762
num_leaves=24
num_cat=0
split_feature=1213 14 44 3 1374 457 1 484 453 4 49 160 484 133 13 133 0 1 12 0 13 1 4
split_gain=0.000621699 0.000430144 0.000410024 0.000367371 0.000329827 0.000271169 0.000396907 0.000320895 0.000264918 0.000260884 0.000231303 0.000262786 0.000255446 0.000385367 0.000327177 0.000237008 0.000220211 0.000247128 0.000437404 0.000365293 0.000166551 0.00012143 3.65926e-05
threshold=-1.0000000180025095e-35 0.076175000000000007 0.086360000000000006 0.20828500000000003 -0.094929999999999987 0.080930000000000016 0.084525000000000003 -1.0000000180025095e-35 1.0000000180025095e-35 0.27044500000000005 0.10247500000000002 -0.091944999999999985 0.080820000000000017 0.10622000000000002 -0.084034999999999985 0.083950000000000011 -0.026509999999999995 0.086920000000000011 0.10345000000000001 -0.10011499999999998 0.23855500000000004 0.111945 -0.072334999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 7 -7 -6 9 10 11 -9 13 14 15 22 17 -16 19 -19 -18 -11 -13
right_child=1 -3 -4 -5 5 6 -8 8 -10 21 -12 12 -14 -15 16 -17 20 18 -20 -21 -22 -23 -24
leaf_value=-0.00097664217695206455 -0.00068405736659049165 -0.00082674393285267055 -0.00081662023228753578 0.00091788261315165214 -0.000689279283369946 -0.00016910092024079125 0.0009897148247052694 -0.00060496988408000583 -0.00061166149827992817 0.00029273679675109965 0.00072453344192254052 2.9495681006711521e-05 0.0007781721151882109 -0.00076888893418187521 0.00040005386141305963 0.0010938030955008695 -7.514364751266711e-05 -0.00024623950887354951 0.00033905081694966837 -0.0013675499816562429 0.00074880895918462485 0.00093017548843326843 0.00042346947283604928
leaf_weight=0.0013400441900980322 0.0011421147216008612 0.0011593833681216017 0.0010354367824447755 0.0011646394595083978 0.0011458450618472274 0.00100581584657533 0.0016673030458790317 0.001288043577142948 0.0010286560753991472 0.001419523895439311 0.0010696833750112192 0.0010007691449178679 0.0010382929762542412 0.0011676990522740969 0.0010009761321608758 0.0010042937427048315 0.0010575094377154393 0.0013495101830827139 0.0011168239558330129 0.0011355449385694882 0.001025823916279478 0.00114671861945774 0.0010008132486527509
leaf_count=491 50 87 45 131 431 73 115 240 57 58 179 46 92 207 258 28 112 39 24 144 12 155 47
internal_value=0 4.078e-05 8.09927e-05 0.000119757 7.90089e-05 0.000119227 0.000553687 5.80913e-05 0.000106065 0.000149954 7.29763e-05 2.01206e-05 8.77908e-05 2.1784e-05 0.000117044 0.000516266 -6.24319e-05 -0.00024031 -0.00041827 -0.000758622 0.000330567 0.000577575 0.000226487
internal_weight=0 0.0261712 0.0250118 0.0239764 0.0228118 0.0216696 0.00267312 0.0189965 0.0178507 0.016822 0.0142558 0.0131861 0.0118981 0.0108598 0.00969206 0.00300588 0.00668619 0.00460286 0.00360188 0.00248506 0.00208333 0.00256624 0.00200158
internal_count=3121 2630 2543 2498 2367 2317 188 2129 1698 1641 1428 1249 1009 917 710 121 589 465 207 183 124 213 93
is_linear=0
shrinkage=0.00145689


Tree=1763
num_leaves=14
num_cat=0
split_feature=1 0 133 147 15 1 1 48 12 16 47 3 3
split_gain=7.80281e-05 0.000168415 0.000111416 0.000102387 0.000150718 0.000159294 0.000157415 0.000167916 0.000174968 0.000252733 0.000190682 0.000255023 6.06574e-05
threshold=0.077565000000000009 -0.059114999999999994 1.0000000180025095e-35 0.089025000000000007 0.024640000000000006 0.086560000000000012 0.094385000000000011 0.12879500000000002 0.051320000000000005 -0.072804999999999981 0.093140000000000014 0.11296500000000002 -0.055119999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 -3 4 5 -2 -7 8 10 -10 11 -8 -1
right_child=3 2 -4 -5 -6 6 7 -9 9 -11 -12 -13 -14
leaf_value=-0.0027928753474060911 0.0023880314524706552 0.0010745806034277731 -0.0010768133535211796 0.0019081012061720355 -0.001373923094270615 -0.0015585185415058558 0.0042417163101704375 -0.0016689573796851906 0.001460146632672094 -0.0022162653398564757 -0.00013053695332645147 0.00065215940060449719 -0.00087798590126597089
leaf_weight=0.0010226397628280677 0.0010475742331694802 0.0018597780932747571 0.0012338637841149691 0.0010092441004212341 0.0018794938463295449 0.0014702886041081942 0.0012169472629010233 0.0010037159863909295 0.0011218537478847601 0.001184599938495623 0.0013945164650015635 0.0012226045019056997 0.0010163289112237739
leaf_count=1357 96 97 79 101 385 173 240 61 78 179 59 113 103
internal_value=0 -0.000599809 0.000216522 0.000212607 6.43459e-05 0.000344121 9.55704e-05 0.000435983 0.000780052 -0.000428067 0.00150682 0.00244278 -0.00183839
internal_weight=0 0.00513261 0.00309364 0.0125508 0.0115416 0.0096621 0.00861453 0.00714424 0.00614052 0.00230645 0.00383407 0.00243955 0.00203897
internal_count=3121 1636 176 1485 1384 999 903 730 669 257 412 353 1460
is_linear=0
shrinkage=0.00555105


Tree=1764
num_leaves=22
num_cat=0
split_feature=1213 14 1374 457 3 484 160 50 51 157 51 151 16 0 2 4 2 16 16 457 1
split_gain=0.000518696 0.000473969 0.00039759 0.000385678 0.000348461 0.00042689 0.000344187 0.000452796 0.000322861 0.000310171 0.000430042 0.000449076 0.000333908 0.000433984 0.000548152 0.00029835 0.000262409 0.000361096 0.000244508 8.36825e-05 3.12001e-05
threshold=-1.0000000180025095e-35 0.076175000000000007 -0.094929999999999987 0.085360000000000005 0.30112000000000005 -0.0068949999999999992 -0.26568499999999995 0.10030500000000002 0.088210000000000011 -0.077384999999999995 0.012085000000000002 -0.00099499999999999979 -0.42170999999999997 -0.062294999999999996 0.084055000000000005 -0.49405499999999997 0.10803500000000001 0.51524500000000006 -0.078844999999999985 0.094845000000000013 0.11181500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -7 8 9 -8 11 -11 -13 14 18 -15 17 -17 20 -5 -14
right_child=1 -3 3 19 -6 6 7 -9 -10 10 -12 12 13 15 -16 16 -18 -19 -20 -21 -22
leaf_value=-0.0009409885141912662 -0.00078885245846408868 -0.00090481835891097206 -0.00087472086176170838 0.0010055182907379825 0.0008922050755664076 -0.00078702837911304939 0.00077433144677389973 0.001026147620641961 -0.00077278864537179252 -0.0007122566252248081 0.00096045632841416408 0.00069060138446695935 0.00010252604280944184 -0.00029422579642828992 -0.0011258824566655558 0.0010540638008564248 -0.00017637017860803808 -3.293987668710358e-05 -0.0005679251289852224 0.00040861021556988834 0.00047137306690358903
leaf_weight=0.0013086812889007695 0.0011571265136076639 0.0011737380984755399 0.0011568342870035683 0.0010656352104347058 0.0010196718160839771 0.0010166674193986249 0.0013526613832354198 0.0010988483887783831 0.0010102646501812798 0.0018827412681208253 0.0010237569928353016 0.0016436440066900588 0.0010069590740302559 0.0016223092465148525 0.0014489787761452176 0.0019811919250967555 0.0010593206321043991 0.0010235051771587678 0.0011583683550702656 0.0010104334844065477 0.0010188219776949836
leaf_count=491 53 87 432 68 116 213 158 79 101 177 40 138 118 76 427 57 89 14 98 75 14
internal_value=0 1.78775e-05 6.16215e-05 0.00010332 4.43225e-05 2.15879e-06 5.45881e-05 0.000101265 4.22885e-05 9.30486e-05 3.10735e-05 -3.76447e-05 6.85251e-05 -3.05569e-05 -0.000368166 0.000244522 0.000459584 0.000683792 -2.336e-05 0.000715 0.00028803
internal_weight=0 0.0259315 0.0247577 0.0236006 0.0215245 0.0205049 0.019348 0.0183314 0.0172325 0.0162223 0.0148696 0.0138458 0.0119631 0.0103195 0.00463313 0.00568633 0.00406402 0.0030047 0.00318415 0.00207607 0.00202578
internal_count=3121 2630 2543 2490 2347 2231 1799 1586 1507 1406 1248 1208 1031 893 657 236 160 71 230 143 132
is_linear=0
shrinkage=0.00148603


Tree=1765
num_leaves=14
num_cat=0
split_feature=484 4 3 403 160 2 52 43 15 1 16 3 4
split_gain=6.95554e-05 9.43226e-05 0.000109052 8.42835e-05 0.000114239 0.000132778 0.000149088 0.00015019 0.000149444 0.000144332 0.000147594 0.000110008 8.91208e-05
threshold=-0.0068949999999999992 0.27044500000000005 0.10893000000000001 -1.0000000180025095e-35 0.092865000000000017 0.092875000000000013 -0.085984999999999992 -0.0037449999999999996 -0.095869999999999983 0.10937500000000001 -0.054549999999999994 -0.015584999999999998 -0.026489999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 6 -5 12 -9 10 -7 -12 -8
right_child=1 2 -4 4 -6 9 7 8 -10 -11 11 -13 -14
leaf_value=-0.0014548233857115908 -0.0017435280888793384 0.0024343188674478943 -0.00014538836732841954 -0.00074806385913864053 -0.0015800784631886371 -0.0027931594706809763 0.0014002346365303865 0.00036651018114204241 0.0032404966259021754 0.0013117223677658264 0.0012206097391883155 -0.0013570596129712383 -0.0010286926515828479
leaf_weight=0.001146419505530189 0.0010555785834261222 0.0012219272075145579 0.0011469258166317831 0.0017493384083510991 0.0014315154494892188 0.00125557065803103 0.0010246794960676875 0.0010223871907346638 0.0018090720709219577 0.0011583525257732319 0.0010416532901241296 0.0014026851979587196 0.0011659630132100363
leaf_count=503 675 230 116 201 124 158 177 48 213 106 243 96 231
internal_value=0 7.57987e-05 0.0011853 -0.000110381 2.16067e-05 0.00021876 0.00076258 0.00128878 0.00220275 -0.000539215 -0.0011187 -0.000258587 0.000107445
internal_weight=0 0.0164856 0.00236885 0.0141168 0.0130612 0.0116297 0.00677144 0.0050221 0.00283146 0.00485826 0.00369991 0.00244434 0.00219064
internal_count=3121 2618 346 2272 1597 1473 870 669 261 603 497 339 408
is_linear=0
shrinkage=0.00600863


Tree=1766
num_leaves=23
num_cat=0
split_feature=1213 14 160 3 453 148 484 1374 0 50 150 52 39 13 52 52 1 4 4 2 1 15
split_gain=0.000631701 0.000535286 0.000404552 0.000335541 0.000359414 0.000326762 0.000463173 0.000422424 0.000360883 0.000403972 0.000299554 0.00035088 0.000309692 0.000354155 0.000355164 0.000460446 0.00026687 0.000733558 0.00030503 0.000172551 0.000131749 0.00012061
threshold=-1.0000000180025095e-35 0.076175000000000007 -0.26568499999999995 0.30112000000000005 1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.094929999999999987 -0.23091999999999999 0.10030500000000002 0.08882000000000001 0.11434500000000002 -1.0000000180025095e-35 -0.099939999999999987 -0.40306999999999998 -0.081429999999999989 0.095025000000000012 -0.083854999999999985 -0.27825499999999997 0.097845000000000015 0.089935000000000015 -0.10091499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -7 -8 -9 10 11 12 -10 19 -15 20 17 18 -17 -14 -16 -18
right_child=1 -3 3 -5 -6 6 7 8 9 -11 -12 -13 13 14 15 16 21 -19 -20 -21 -22 -23
leaf_value=-0.0010225252576292511 -0.00086865544004987466 -0.00097802044344780085 0.00092220355124920451 0.00094337682736343189 -0.00069245202362095033 -0.00080961818800597885 -0.00079999878470407798 0.0010904612689704957 -0.00059408022823272469 0.0010490202710545995 -0.00070262609696986479 -0.00063872952400956782 0.00036342563909660892 -0.00065396166615834138 0.0011176949216810885 -0.000262117364318 0.00063674163427982649 -0.0012239294848058148 0.00077472094802889639 0.0011866193208283557 0.00042403317456320686 -2.0493997128544255e-05
leaf_weight=0.0014118217731655938 0.0010200162361105871 0.0011835669326147871 0.0011846167091413831 0.0011419441029596458 0.0013396583549505339 0.0012906889336611873 0.0010660680437286621 0.0010293646045624804 0.0010531666283259975 0.0011153532977386518 0.0010720895108888842 0.0012611269191705752 0.0011287254859415558 0.0011555981812127148 0.0014393099279398323 0.0014461241499610367 0.0018415492241608683 0.0012066776685630007 0.0012772613621438939 0.0013209631500377128 0.0012003083198713349 0.0010467946402257233
leaf_count=491 217 87 120 130 71 441 48 25 35 80 117 91 36 224 93 26 95 378 126 41 99 50
internal_value=0 3.85181e-05 8.54473e-05 0.00012498 8.51701e-05 0.000132232 8.75654e-05 0.000146465 0.000200728 0.000148587 8.75339e-05 0.000142622 0.000212426 0.000277446 0.000155148 0.000254006 4.1757e-05 -0.00022046 0.000224157 0.000807322 0.000802268 0.000398546
internal_weight=0 0.026821 0.0256374 0.0246174 0.0234754 0.0221358 0.0209512 0.0196605 0.0185944 0.017565 0.0164497 0.0153776 0.0141165 0.0130633 0.0106136 0.00945803 0.00681841 0.00393006 0.00272339 0.00244969 0.00263962 0.00288834
internal_count=3121 2630 2543 2326 2196 2125 2005 1564 1516 1491 1411 1294 1203 1168 1091 867 675 530 152 77 192 145
is_linear=0
shrinkage=0.00154607


Tree=1767
num_leaves=23
num_cat=0
split_feature=1213 160 14 1374 3 457 484 50 48 1 4 484 48 3 1 13 15 4 4 43 16 52
split_gain=0.000724302 0.000449405 0.000450738 0.000428849 0.000367188 0.000374028 0.000514878 0.000459237 0.000367806 0.000354822 0.000274438 0.000346801 0.000249813 0.000264517 0.000324929 0.000334882 0.000281346 0.000238817 0.000565188 0.00025809 0.000222432 0.000136718
threshold=-1.0000000180025095e-35 -0.40698999999999991 0.076975000000000002 -0.094929999999999987 0.30112000000000005 0.080930000000000016 -1.0000000180025095e-35 0.10030500000000002 0.11951500000000001 0.086105000000000015 -0.49405499999999997 0.084040000000000017 0.099240000000000009 0.088060000000000013 0.12958500000000003 0.18141000000000002 -0.016799999999999995 -0.083854999999999985 0.053180000000000012 -1.0000000180025095e-35 -0.079109999999999986 -0.080979999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5 8 10 -7 -8 12 13 14 15 17 -15 20 -19 -20 -12 -13
right_child=1 2 -4 4 -6 9 7 -9 -10 -11 11 21 -14 16 -16 -17 -18 18 19 -21 -22 -23
leaf_value=-0.0010230216692867322 -0.0008846400871584428 -0.00075839832462718947 -0.00080000577615238857 -0.00086049961235684094 0.00096081446267384709 -5.2593949782677734e-05 -0.00041102766926128062 0.00097688807878068377 -0.00079218449044604524 0.0010314563292752512 0.00011385861402617159 0.0010911347079125609 0.00073623390925658711 -0.0008658490297343411 0.00087359355542645741 -0.0007438393658855296 5.6332328041746106e-05 -0.00072224485550637725 -0.00021069992717150015 0.00073151573665671368 0.0010395033012034643 0.00035073751057348334
leaf_weight=0.0014475544047380653 0.0010846481156249746 0.0011417958475465886 0.0012000676504593235 0.0012461966637534591 0.0011443268805717546 0.0010304723284315634 0.0019685222381662293 0.0012042267372985851 0.0010430057385164551 0.0016950203200923053 0.0011969160738969364 0.0010380043479987222 0.0011092794920891389 0.0013195545352999716 0.0011127938630789147 0.001024865969924349 0.0015009237591812061 0.00163278399515335 0.0010002715563157683 0.001610642541126639 0.0010210781621813264 0.0010802844694033373
leaf_count=491 215 53 74 439 127 76 107 87 52 113 107 74 62 32 77 47 28 521 116 75 43 105
internal_value=0 3.43963e-05 7.22684e-05 0.000113938 0.000155476 0.000115117 4.64733e-05 0.000106393 4.70303e-05 0.000621591 9.9709e-05 0.000168349 7.61726e-05 1.20568e-05 0.000139042 2.9859e-05 -0.000375108 0.000152573 -4.99132e-05 0.000370542 0.000539989 0.000713547
internal_weight=0 0.0274057 0.026321 0.025121 0.0239792 0.0228348 0.0201094 0.0188632 0.0176589 0.00272549 0.0166159 0.0146474 0.0125291 0.0114198 0.00859935 0.00748656 0.00282048 0.00646169 0.0042437 0.00261091 0.00221799 0.00211829
internal_count=3121 2630 2415 2341 2288 2161 1972 1533 1446 189 1394 1287 1108 1046 986 909 60 862 712 191 150 179
is_linear=0
shrinkage=0.00145689


Tree=1768
num_leaves=13
num_cat=0
split_feature=49 49 42 1 15 42 50 157 15 16 4 13
split_gain=7.42363e-05 0.000212266 0.000166163 0.000150879 0.000153577 0.000141045 0.000161733 0.000226531 0.000227349 0.000136572 0.000106497 0.000104981
threshold=-0.043469999999999995 -0.0020949999999999996 0.091545000000000015 0.098220000000000016 -0.090644999999999989 0.08623500000000002 0.088425000000000017 -0.072409999999999988 -0.036009999999999993 0.38525000000000004 0.24564500000000003 -0.0034749999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 -1 6 7 -3 10 11 -9 -10
right_child=1 2 -4 -5 -6 -7 -8 8 9 -11 -12 -13
leaf_value=0.0012326425421975912 -0.0025750311615617269 0.0024876448594583801 -0.0015209263136659865 0.0016846125275008068 -0.0014201974163572189 0.0018124833517847775 -0.001859333625374859 -0.0024148395230005819 0.0010202747667013234 0.0022102703092843831 -0.0003286960168519909 -0.0010639223854156342
leaf_weight=0.0010850916152405077 0.0010074019284902558 0.0011182104235434882 0.0018087901127996709 0.0019596439268707577 0.0014532297607653946 0.0013909225138974005 0.0011746898025796976 0.0012627035933348045 0.001498053562795673 0.0012123164934858544 0.001553886520021211 0.0012722940797813345
leaf_count=57 215 163 605 209 159 367 269 268 336 74 156 243
internal_value=0 -0.000220476 -2.75039e-05 0.000572458 -0.000286151 0.000230177 -1.18851e-05 0.000262215 -0.000103781 0.000716694 -0.00126393 6.30983e-05
internal_weight=0 0.0132993 0.0122919 0.00449797 0.00253832 0.0104831 0.00909215 0.00791746 0.00679925 0.00398266 0.00281659 0.00277035
internal_count=3121 2696 2481 425 216 1876 1509 1240 1077 653 424 579
is_linear=0
shrinkage=0.00533549


Tree=1769
num_leaves=24
num_cat=0
split_feature=1213 14 160 1374 3 457 484 50 48 0 15 0 4 52 4 13 3 47 52 4 49 15 150
split_gain=0.000752055 0.000570272 0.000608431 0.000458595 0.000309262 0.000287106 0.000431196 0.000394111 0.000412454 0.000371503 0.0003941 0.000331387 0.000434393 0.000385683 0.000368573 0.000356094 0.000242452 0.000509583 0.000222179 0.000268322 0.000207359 0.000157033 0.000146043
threshold=-1.0000000180025095e-35 0.076175000000000007 -0.40698999999999991 -0.094929999999999987 0.30112000000000005 0.085360000000000005 -0.0068949999999999992 0.10030500000000002 0.11951500000000001 -0.10607499999999999 0.091650000000000023 -0.077999999999999986 0.053180000000000012 0.11434500000000002 -0.49405499999999997 -0.084034999999999985 -0.10519499999999998 0.093140000000000014 -0.40306999999999998 -0.10429499999999998 -0.063424999999999981 -0.097454999999999986 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
left_child=-1 2 -2 -4 5 6 -5 8 9 16 11 12 -11 14 -13 -16 -8 20 -17 -20 -18 -22 -7
right_child=1 -3 3 4 -6 22 7 -9 -10 10 -12 13 -14 -15 15 18 17 -19 19 -21 21 -23 -24
leaf_value=-0.0010854651478978752 -0.0010662141050990629 -0.00096301006940842685 -0.00075012124111564988 -0.00082532586479063549 0.00098360466380679589 0.00023842817043352851 0.0011480696346566027 0.001033024247460901 -0.0008594282110796354 -0.0010044811214091757 -0.00089817330020430135 -0.00023233151230786522 0.0002828362399031985 -0.00065080381288259732 0.0013289057961465248 -0.0002470987594874913 0.00016680785374518454 -0.00056236352068663375 -2.8138708617961629e-05 0.00093230930755028481 0.00051591538012136964 0.0013324413592384306 0.001048290230571302
leaf_weight=0.0015491947983520818 0.0010865524835656911 0.0013392173629112039 0.001372743483123883 0.001202446087686603 0.0011531358193530563 0.0010029732440317565 0.0010547511679419586 0.0011751252837725037 0.0010695309586736803 0.0014153885477125238 0.0011349366065309665 0.0019277281715943673 0.0012084498625259954 0.0010772083897681028 0.0011991053500668425 0.0011195478289446337 0.001666617463295772 0.0012439856442796327 0.0011559375074701173 0.0019330925928920575 0.0012662109618266637 0.0010899514765156841 0.0012363543112542397
leaf_count=491 202 87 53 431 127 71 34 87 52 486 143 103 97 33 40 125 50 27 37 182 70 33 60
internal_value=0 4.21242e-05 9.05591e-05 0.000137625 0.000185731 0.000147679 9.278e-05 0.000146015 9.27324e-05 0.0001478 -1.32818e-05 7.77162e-05 -0.000411587 0.000230327 0.000359721 0.000570775 0.000457946 0.000319738 0.000354769 0.000572903 0.000592515 0.000893637 0.000685561
internal_weight=0 0.029131 0.0277918 0.0267052 0.0253325 0.0241793 0.02194 0.0207376 0.0195624 0.0184929 0.0121714 0.0110365 0.00262384 0.00841262 0.00733541 0.00540768 0.00632152 0.00526677 0.00420858 0.00308903 0.00402278 0.00235616 0.00223933
internal_count=3121 2630 2543 2341 2288 2161 2030 1599 1512 1460 1246 1103 583 520 487 384 214 180 344 219 153 103 131
is_linear=0
shrinkage=0.00157699


Tree=1770
num_leaves=15
num_cat=0
split_feature=41 2 484 3 457 160 133 0 2 42 4 4 1 0
split_gain=7.61975e-05 0.000103536 8.1604e-05 0.000119598 0.000158119 0.00017112 0.00019151 0.000216977 0.000192955 0.00018984 0.000218791 0.000118496 0.000168577 6.40607e-05
threshold=0.078475000000000017 -1.0000000180025095e-35 -0.0068949999999999992 -0.12018999999999998 -0.0029299999999999994 -0.080719999999999986 -1.0000000180025095e-35 -0.053834999999999994 0.096540000000000015 0.088200000000000014 0.24564500000000003 0.010840000000000001 0.089875000000000024 0.10455500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 13 -5 -6 -7 9 -9 10 11 12 -8 -4
right_child=-2 2 3 4 5 6 7 8 -10 -11 -12 -13 -14 -15
leaf_value=0.0017082871127642404 -0.0014560759378257969 -0.0015736160397277288 0.002299497819373861 -0.0022272048448116095 -0.0015112902620371459 -0.0016858469977745368 -0.00076528241976862475 -0.0024918434257149664 0.00062298074687484818 0.0029064010454188907 0.0028440262259736004 -0.0013482049431486282 0.0023863052725522737 0.00032181967070129462
leaf_weight=0.0011127083024810016 0.0010694279647072138 0.0010058730500107855 0.0010141453025118699 0.0010272616737344612 0.0018316045077132271 0.0012548125173505566 0.0010707462949147454 0.0010892252051631851 0.0014011665317205657 0.001518004642529297 0.0010550426850141625 0.0013232158124819315 0.0010223118415075283 0.0010046842576105774
leaf_count=177 148 483 96 145 406 636 223 52 121 292 95 66 97 84
internal_value=0 7.2278e-05 -4.42792e-05 6.0997e-05 -0.000140078 4.52936e-05 0.000338173 0.000637684 -0.000739353 0.00121026 0.000634428 -4.79591e-05 0.000774047 0.00131529
internal_weight=0 0.0167308 0.0156181 0.0146122 0.0125934 0.0115661 0.00973453 0.00847971 0.00249039 0.00598932 0.00447132 0.00341627 0.00209306 0.00201883
internal_count=3121 2973 2796 2313 2133 1988 1582 946 173 773 481 386 320 180
is_linear=0
shrinkage=0.00555105


Tree=1771
num_leaves=25
num_cat=0
split_feature=1213 160 14 1374 3 484 453 16 1 0 43 4 52 16 457 484 42 15 12 52 1 2 2 15
split_gain=0.000775076 0.000656671 0.000605222 0.000559407 0.000362012 0.000406265 0.000524601 0.000455731 0.000476024 0.00040659 0.000436841 0.000516133 0.000440148 0.000390304 0.000323114 0.000295917 0.000243512 0.000346453 0.000296322 0.00023811 0.000199003 0.000310362 0.00016897 0.000151771
threshold=-1.0000000180025095e-35 -0.40698999999999991 0.076975000000000002 -0.094929999999999987 0.30112000000000005 0.085515000000000022 1.0000000180025095e-35 -0.056919999999999991 0.077565000000000009 0.18019500000000002 -0.074359999999999996 0.018150000000000003 -0.075329999999999994 -0.27167499999999994 0.082380000000000009 0.096935000000000007 0.08623500000000002 -0.03241999999999999 0.090840000000000018 -0.26636999999999994 0.11323000000000001 0.090935000000000016 0.10584500000000001 -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
left_child=-1 -2 3 -3 5 6 7 8 13 10 12 22 19 -5 16 -7 17 20 -18 -9 21 -10 -12 -13
right_child=1 2 -4 4 -6 15 -8 9 14 -11 11 23 -14 -15 -16 -17 18 -19 -20 -21 -22 -23 -24 -25
leaf_value=-0.00094978615648242586 -0.00095539680914489482 -0.00072477314934570123 -0.00082467409667036503 0.00025052388249663756 0.00085840669261012218 0.0010118751901257393 -0.00079426739450824983 3.5022288154607249e-05 -0.00034160628347743732 0.00056031250886731058 -0.00059060399143852588 -0.00033196554564970222 -0.00049867707173976365 -0.00082285381770810047 0.0011467581066004202 0.00014997081345440952 0.0011286659580569474 -0.0004389453044307587 0.00023923761870440853 0.000811801427133098 0.00083194987418548519 0.00067427035723624832 -0.0012751875072807878 0.00038633877174021108
leaf_weight=0.0014794757078262768 0.0011349608067150732 0.0013306775327865941 0.0012633799897030498 0.0013572391235304685 0.0012060747900020088 0.0014288081762976459 0.0011900802480852004 0.0013875887134832121 0.0010864144516320451 0.0014319554283979139 0.0015901627047784422 0.001037433668240384 0.0013574982425487167 0.0010432725729271055 0.0010218630108284055 0.0013479160339267549 0.0012724792951271102 0.0012053305834851535 0.0013380538896359262 0.0013611678679097405 0.0011454220218300726 0.0010108969541224866 0.001037298775202089 0.001011622476985663
leaf_count=491 215 53 74 81 127 116 59 119 39 23 259 79 154 423 53 99 93 95 87 176 58 26 90 32
internal_value=0 2.88842e-05 6.81328e-05 0.000109603 0.000152523 0.000118003 5.76781e-05 0.000106668 0.000299978 -9.168e-05 -0.000197982 -0.000473744 0.000116077 -0.000215971 0.000453254 0.000593478 0.000352856 0.000165095 0.000672781 0.000419679 0.000389617 0.000148043 -0.000860872 2.26625e-05
internal_weight=0 0.0295976 0.0284626 0.0271993 0.0258686 0.0246625 0.0218858 0.0206957 0.010481 0.0102147 0.00878277 0.00467652 0.00410625 0.00240051 0.00808046 0.00277672 0.0070586 0.00444806 0.00261053 0.00274876 0.00324273 0.00209731 0.00262746 0.00204906
internal_count=3121 2630 2415 2341 2288 2161 1946 1887 955 932 909 460 449 504 451 215 398 218 180 295 123 65 349 111
is_linear=0
shrinkage=0.00131955


Tree=1772
num_leaves=24
num_cat=0
split_feature=1213 14 3 1429 484 453 4 4 133 52 160 0 48 0 12 52 4 43 1 484 13 3 4
split_gain=0.000606394 0.000401242 0.000426218 0.000377471 0.000565461 0.000408529 0.000372009 0.000624039 0.000356704 0.000374394 0.000373107 0.000329626 0.00030677 0.000270228 0.000264832 0.000292263 0.000527118 0.000205232 0.000352695 0.000203932 0.000184014 0.000268054 2.80681e-05
threshold=-1.0000000180025095e-35 0.076175000000000007 0.30112000000000005 -1.0000000180025095e-35 0.085515000000000022 1.0000000180025095e-35 0.0061450000000000003 -0.0029599999999999995 0.10622000000000002 -0.12005499999999998 -1.0000000180025095e-35 -0.15202999999999997 0.11077000000000002 -0.11756999999999999 0.092355000000000007 0.096795000000000006 -0.17966999999999997 -0.27207999999999993 0.12958500000000003 0.093765000000000015 -1.0000000180025095e-35 -0.063074999999999978 -0.077519999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 8 9 -5 -11 12 -8 -13 15 16 -12 -15 20 -6 21 -19 -18
right_child=1 -3 -4 4 19 -7 11 -9 -10 10 14 13 -14 17 -16 -17 22 18 -20 -21 -22 -23 -24
leaf_value=-0.0011521700317517853 -0.0010077143979569415 -0.00094897228544761625 0.0011184401163720733 -0.00088249213800407715 0.0015063234617591964 -0.00099772073433119948 0.0012301518929384008 -0.0014393568098616555 -0.0010081840018007306 -0.00070515777767057343 -0.00060111593915529698 -0.00061383916459778758 0.00010929527680487141 -0.00047607753591292058 -0.00026643278647547154 0.001387721927489146 0.0010805613103835716 -0.0007834470693454409 0.0012716908970372869 0.00041195330387404149 0.00057288569359988974 0.0004466329271525858 0.00067864595941876478
leaf_weight=0.0013819497600177913 0.0010216796658719654 0.0012109224227028195 0.001137712291239489 0.0010467527626941385 0.0010031253258704345 0.001199559618570544 0.0017676121396709155 0.0010843706539663172 0.0010200377512881728 0.0010734646157445227 0.0011339537118999453 0.0013848494542938461 0.0012735839866380161 0.0010049273327830122 0.0013296413418573128 0.0011205633323729813 0.0010085574270699525 0.0011247380916630731 0.0010695717767965629 0.001063418601491839 0.0016792890337868627 0.0010278172816259867 0.0011026212272471411
leaf_count=491 153 87 130 215 91 61 67 141 238 259 25 72 27 20 107 46 170 181 82 165 81 91 121
internal_value=0 3.04443e-05 7.66319e-05 2.83323e-05 7.33398e-05 -1.04546e-05 4.80218e-05 -0.00019281 -3.9824e-05 8.65604e-05 0.000236418 0.00027924 0.000760763 7.83948e-05 0.000413888 0.00062109 0.000356368 0.000240702 0.000387661 0.000943174 0.000140905 -0.0001961 0.00087065
internal_weight=0 0.0268888 0.0256778 0.0245401 0.0235185 0.0214519 0.0202524 0.00991996 0.00883559 0.00781555 0.0067688 0.0103324 0.0030412 0.00729119 0.00569534 0.0043657 0.00324513 0.00590634 0.00490142 0.00206654 0.00383184 0.00215256 0.00211118
internal_count=3121 2630 2543 2413 2260 2004 1943 1322 1181 943 728 621 94 527 469 362 316 455 435 256 353 272 291
is_linear=0
shrinkage=0.00174112


Tree=1773
num_leaves=14
num_cat=0
split_feature=1 159 52 3 42 43 2 0 4 12 3 13 48
split_gain=7.59806e-05 0.00015553 0.00015239 0.000149546 0.000100696 9.78179e-05 0.000175505 9.64499e-05 0.000219835 0.00011885 0.000199012 5.68918e-05 3.49343e-05
threshold=0.104035 0.085545000000000024 0.11434500000000002 0.090900000000000009 0.097315000000000026 -0.00045499999999999995 0.11411 -0.084269999999999984 0.053180000000000012 0.088615000000000013 -0.084074999999999997 -0.28558999999999996 0.10358500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 7 5 -2 -7 8 -1 10 -9 -5 -8
right_child=1 -3 -4 11 -6 6 12 9 -10 -11 -12 -13 -14
leaf_value=-0.0025481001244301799 -0.0013415378107865107 0.0025790978273102479 -0.0024365511386170678 0.0022150063682426749 0.0017247640861720326 0.0018263956542496976 -4.0028043573743223e-05 -0.00068117251766757337 0.00072878480652926829 -0.0011279119309274205 0.0027707250036760919 0.00035380979916653233 -0.0015841776064220957
leaf_weight=0.0018988687968303757 0.0018297985377961762 0.0010116291496374274 0.0010847485401425322 0.0010458528456638305 0.0010958079614421037 0.0015491282601671338 0.001025850018703478 0.0012409464071387599 0.0011351328033974706 0.001671152529792299 0.0010874893598895024 0.0012524011732724105 0.0010079931656967744
leaf_count=768 177 174 373 20 92 117 86 232 172 648 132 85 45
internal_value=0 0.000430277 -0.000346724 -0.000103799 9.62859e-05 -0.000233397 0.000332522 -0.000530073 -0.0013221 7.07379e-05 0.000931026 0.00120077 -0.000805324
internal_weight=0 0.00752021 0.0104166 0.00933184 0.00650858 0.00541277 0.00358297 0.00703359 0.003034 0.00399959 0.00232844 0.00229825 0.00203384
internal_count=3121 691 2430 2057 517 425 248 1952 940 1012 364 105 131
is_linear=0
shrinkage=0.00589082


Tree=1774
num_leaves=15
num_cat=0
split_feature=12 12 11 156 484 48 0 133 160 52 12 0 2 1
split_gain=7.18839e-05 9.53668e-05 0.000120848 0.000108359 0.000117259 0.000125505 0.000291979 0.000111068 0.000157428 0.000107195 0.000132834 0.000135126 7.05359e-05 6.22775e-05
threshold=0.11650500000000001 0.10589000000000003 0.079915000000000014 0.091255000000000017 0.084040000000000017 0.088965000000000002 -0.18901999999999997 -0.0061299999999999992 -1.0000000180025095e-35 0.096795000000000006 0.092200000000000018 -0.10096999999999999 0.094835000000000017 0.095025000000000012
decision_type=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 11 -10 -8 -13
right_child=-2 -3 -4 -5 -6 6 12 8 9 -11 -12 13 -14 -15
leaf_value=-0.0016934125054819896 -0.0012502869991585313 0.001543023499684326 -0.001745069446786288 -0.0014758677320872117 0.0017366266676382227 -0.00082630315224523109 0.0011967850041148095 -0.0017212992633903507 0.00051344756364996491 0.0017301770875762345 0.001531012698521451 -0.0022463912148889052 0.0031167192655957251 -0.00046501554369240294
leaf_weight=0.0012346353249868035 0.0011608610536962124 0.0010803025520509232 0.0010132899320146613 0.0010803866420564636 0.0012078756577928182 0.0015095339174422406 0.0010059825591685204 0.0012166209502637165 0.0019433597129051589 0.0011228308348225635 0.0011337378696905376 0.0010497972240528413 0.0010070283283378084 0.0010153414493189392
leaf_count=600 147 166 148 206 279 48 143 352 128 112 197 302 150 143
internal_value=0 6.96712e-05 -3.27499e-05 8.66871e-05 0.000212231 6.17862e-05 0.000878693 -0.000268352 -3.31873e-05 0.000294629 -1.88292e-05 -0.000457177 0.00215725 -0.00137056
internal_weight=0 0.0166207 0.0155404 0.0145271 0.0134467 0.0122389 0.00352254 0.00871632 0.00748169 0.00626507 0.00514224 0.0040085 0.00201301 0.00206514
internal_count=3121 2974 2808 2660 2454 2175 341 1834 1234 882 770 573 293 445
is_linear=0
shrinkage=0.00512831


Tree=1775
num_leaves=24
num_cat=0
split_feature=1213 14 151 1429 484 16 1374 1 457 403 133 4 133 52 15 1 4 2 15 13 49 47 484
split_gain=0.000588504 0.00051627 0.000545206 0.000542871 0.000488198 0.000454139 0.000463513 0.000456367 0.000553311 0.00047611 0.000449712 0.000421725 0.000412559 0.00036905 0.000381602 0.000345972 0.000339287 0.000265898 0.000255186 0.000265641 0.000475945 0.000271827 0.000222484
threshold=-1.0000000180025095e-35 0.076175000000000007 -0.27559499999999998 -1.0000000180025095e-35 0.085515000000000022 -0.5335399999999999 -0.094929999999999987 0.077565000000000009 0.069910000000000014 0.03138500000000001 0.10622000000000002 -0.083854999999999985 0.089755000000000015 -0.083374999999999991 -0.052074999999999989 0.094825000000000007 -0.35136499999999998 0.10060500000000001 -0.18895499999999996 -0.11122999999999998 -0.0055299999999999993 0.093140000000000014 0.091880000000000003
decision_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 -5 -7 10 9 13 11 16 -13 14 -9 -15 17 -8 -17 -20 -21 -22 -6
right_child=1 -3 3 4 22 6 7 8 -10 -11 -12 12 -14 15 -16 18 -18 -19 19 20 21 -23 -24
leaf_value=-0.00085021136889221194 -0.00089880853966806031 -0.00080331187384378316 -0.00080223081208176796 0.00090263091995483634 0.0011700874026867255 -0.00075737570587055408 -0.0004932364382117608 0.0009053816770122488 0.00092190775765819532 0.0009857141866919173 -0.00098648441821983087 -0.000841752416106676 0.00018791829742938621 -0.00065551202340816714 -1.3852289050374018e-05 -0.00044539564959514809 0.00090567580450092767 0.00042257292447181314 0.00071366542541283619 -0.00070347316019117015 0.00068925283121812808 -6.4817318566205112e-05 0.00032804637764601084
leaf_weight=0.0014185911203441195 0.0010036946412443895 0.001270393595517171 0.0011349571157522878 0.0011035698121156746 0.0010361991104925741 0.0012142974256903463 0.0010641184769859535 0.0015373723993836741 0.0016950237915578379 0.0010206724564785228 0.0010618860869715946 0.0016860476465067704 0.0011327599836971902 0.0015571637282112971 0.0016096545924702008 0.0015520150243305024 0.0010076588913726023 0.0011470931086563496 0.0011870159928868444 0.0011929668857182411 0.0014828891217417628 0.0018974784824075108 0.0011558011278460234
leaf_count=491 72 87 153 80 73 25 29 82 85 26 237 524 107 244 108 129 103 17 51 54 82 81 181
internal_value=0 1.9725e-05 5.64373e-05 9.13315e-05 0.000129832 7.57104e-05 3.6113e-05 8.02473e-05 0.000212688 0.000120479 -0.000194578 -5.53007e-05 -0.000427971 4.69868e-05 0.000435208 -9.07593e-05 0.000271052 -1.81491e-05 2.95045e-05 0.000157457 1.30924e-05 0.000265976 0.000726095
internal_weight=0 0.0297507 0.0284803 0.0274766 0.0263417 0.0241497 0.0230461 0.0218318 0.0147323 0.0130372 0.00709956 0.00603768 0.00281881 0.0120166 0.00314703 0.00886953 0.00321887 0.00221121 0.00731237 0.00576035 0.00457333 0.00338037 0.002192
internal_count=3121 2630 2543 2471 2318 2064 1984 1959 942 857 1017 780 631 831 190 641 149 46 397 268 217 163 254
is_linear=0
shrinkage=0.00131955


Tree=1776
num_leaves=25
num_cat=0
split_feature=1213 14 3 160 159 157 159 48 130 48 51 52 40 13 52 16 12 4 151 4 4 0 133 1
split_gain=0.000728051 0.000513788 0.000517159 0.000435812 0.000401385 0.000374536 0.000454594 0.000318841 0.00040539 0.000374817 0.00033302 0.000390281 0.000308137 0.000391973 0.000355843 0.000418311 0.000330468 0.000304342 0.000286245 0.000278959 0.000276884 0.000225237 0.000166964 0.000158866
threshold=-1.0000000180025095e-35 0.076175000000000007 0.30112000000000005 -0.40698999999999991 -0.22563499999999997 -0.073574999999999988 0.10519500000000001 0.12879500000000002 -0.0015749999999999998 0.10322500000000003 0.087505000000000013 0.11434500000000002 -1.0000000180025095e-35 -0.15078499999999997 -0.40306999999999998 0.23311500000000004 -0.07415999999999999 -0.0092149999999999992 -0.033849999999999991 -0.083854999999999985 0.0067750000000000006 -0.10096999999999999 1.0000000180025095e-35 0.095285000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 17 7 8 -7 10 11 12 16 -14 -15 18 -10 -6 -16 22 -12 23 -20 -21
right_child=1 -3 -4 4 5 6 -8 -9 9 -11 20 -13 13 14 15 -17 -18 -19 19 21 -22 -23 -24 -25
leaf_value=-0.00097213895433616239 -0.00082499098458780793 -0.00081022520556283436 0.00096413340923569215 0.00083112136187368313 0.00010687635909515656 -0.00070580845432956815 -0.00083760050190295537 -0.00062405036092758135 0.00031991816287789383 0.00070232614096162147 -0.0009586198372456314 -0.00067876370586672475 0.001042102039557476 -0.00056596099928757446 -0.00049366368569534814 0.0010747343546476918 -0.00072569943390207671 0.001129926950086387 0.001101853786453865 -1.6373066538677882e-05 3.2998689240080623e-05 -0.00027638416536028922 0.00031309432300068738 0.00064321607635614759
leaf_weight=0.0014194239496032315 0.0010666762803503557 0.0012957701652842593 0.0011784829961358758 0.0012444614601391226 0.001209703052043376 0.0011929141280305746 0.0012175965896698551 0.001333841364489107 0.0010212068956425291 0.0018714650393073509 0.0010417282613686676 0.001045158281279158 0.0011624358447379591 0.001026265444441731 0.0010445937581413682 0.0011134476691105899 0.0012884714527150462 0.0010020035912513539 0.0010042895430255544 0.0012689538747787605 0.0010818979577726928 0.0018576898443608157 0.0010190574403265984 0.0015039043882367764
leaf_count=491 202 87 130 105 208 188 144 57 135 91 87 69 35 174 106 34 50 118 50 46 26 391 67 30
internal_value=0 3.47833e-05 7.41748e-05 3.47725e-05 7.06649e-05 3.17307e-05 -2.21867e-05 2.53695e-05 6.96923e-05 0.000120105 5.39848e-05 0.000129048 0.000192479 0.000288192 0.000199114 0.000288217 -0.000263387 0.000570365 0.000174461 0.00027935 -0.000453432 9.3536e-05 0.000704596 0.000341366
internal_weight=0 0.029092 0.0277962 0.0266178 0.0255511 0.0243066 0.0220949 0.0208773 0.0195435 0.0183506 0.0164791 0.0143555 0.0133103 0.0110006 0.0098382 0.00881194 0.00230968 0.00221171 0.00769849 0.0066539 0.00212363 0.00463055 0.00202335 0.00277286
internal_count=3121 2630 2543 2413 2211 2106 1780 1636 1579 1391 1300 1187 1118 933 898 724 185 326 690 584 113 467 117 76
is_linear=0
shrinkage=0.00137286


Tree=1777
num_leaves=24
num_cat=0
split_feature=1213 160 14 1374 1429 484 453 38 124 484 40 4 3 0 13 16 1 1 484 52 48 52 3
split_gain=0.000637673 0.000471886 0.000497222 0.000431355 0.000456371 0.000416776 0.000501038 0.000424267 0.000505708 0.000388383 0.000402366 0.000461492 0.000388791 0.000329608 0.000333258 0.000321776 0.000334053 0.000257784 0.00024286 0.000218206 0.000144195 0.000132193 0.000131259
threshold=-1.0000000180025095e-35 -0.40698999999999991 0.076975000000000002 -0.094929999999999987 -1.0000000180025095e-35 0.085515000000000022 1.0000000180025095e-35 1.0000000180025095e-35 -0.043384999999999993 -1.0000000180025095e-35 -0.067184999999999981 -0.27825499999999997 0.090900000000000009 -0.062294999999999996 0.043850000000000007 -0.056919999999999991 0.077565000000000009 0.090540000000000023 0.091880000000000003 0.096795000000000006 0.092680000000000026 -0.075329999999999994 -0.10519499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 7 8 -6 -10 -11 19 13 15 -15 16 -13 -18 -7 -12 21 -14 -19
right_child=1 2 -4 4 5 18 -8 -9 9 10 11 12 20 14 -16 -17 17 22 -20 -21 -22 -23 -24
leaf_value=-0.0010493053222210501 -0.0010225828102957504 -0.00075626956375141659 -0.00091574701388455568 -0.00087092561619440967 0.001116526088586956 0.001424360054302995 -0.00081639225240525207 -0.00077888977915273523 -0.0005712206475520493 -0.00050372150622983436 -0.00071592396852680729 -0.00046053315637441456 0.00078971724281695502 0.0002421631742199345 0.0013585091200596854 -0.00054527543386869077 0.0010397763588467705 0.00057055359828805843 0.0003397647793233727 0.0002142231288657229 0.00044723032507491031 0.0015771529376164997 -6.5018992685713652e-05
leaf_weight=0.0014030713620933324 0.0010055757264122436 0.0013262255728436747 0.001201968924448237 0.0010140549243066446 0.0015610767036355047 0.0010395696117697631 0.001267814911773967 0.0010393687038616197 0.0015594005218982762 0.0015960352421938708 0.0013689950337516408 0.0011912014831799616 0.0011190982114186454 0.0014138962629215634 0.0012555930393016723 0.0014503057758034343 0.0014048941540067972 0.0015135925958986718 0.0010144315369408075 0.0011575690543565997 0.0010442829414429866 0.0010075302683745244 0.0017336321522289921
leaf_count=491 215 53 74 140 184 68 65 51 417 77 69 369 31 94 34 240 74 35 149 19 28 67 77
internal_value=0 3.89951e-05 7.67418e-05 0.000120797 0.000165965 0.000208468 0.000146875 0.000203899 0.000254028 0.00018247 0.000250578 0.000327451 0.000446185 0.000293118 0.000767236 0.000119589 0.000284608 0.000475405 0.000888699 -0.000289768 0.000927126 0.00116278 0.000231233
internal_weight=0 0.0292861 0.0282805 0.0270786 0.0257523 0.0247383 0.0226843 0.0214165 0.0203771 0.018816 0.0172566 0.0156606 0.013134 0.00996312 0.00266949 0.00729363 0.00584332 0.00465212 0.002054 0.00252656 0.00317091 0.00212663 0.00324722
internal_count=3121 2630 2415 2341 2288 2148 1931 1866 1815 1631 1214 1137 1049 923 128 795 555 186 217 88 126 98 112
is_linear=0
shrinkage=0.00157699


Tree=1778
num_leaves=24
num_cat=0
split_feature=1213 160 14 1374 457 1 3 484 50 48 1 130 4 0 0 42 4 49 47 1 52 13 15
split_gain=0.000500456 0.000528066 0.000375407 0.000396868 0.000314588 0.000434688 0.000355975 0.000407593 0.000476185 0.000410438 0.000277301 0.000290068 0.000301638 0.000608211 0.000467901 0.000385751 0.00030486 0.000286868 0.000317572 0.000223065 0.000219221 0.000352691 0.000194967
threshold=-1.0000000180025095e-35 -0.40698999999999991 0.076975000000000002 -0.094929999999999987 0.080930000000000016 0.083135000000000014 0.30112000000000005 -1.0000000180025095e-35 0.10030500000000002 0.11951500000000001 0.12873500000000002 -1.0000000180025095e-35 -0.083854999999999985 -0.10011499999999998 -0.070889999999999995 0.086375000000000021 -0.27825499999999997 -0.063424999999999981 0.092710000000000015 0.14754500000000001 0.10347000000000002 -0.0065549999999999992 -0.10203999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 -6 7 -5 9 10 11 -9 16 15 -15 17 20 -14 22 -12 21 -13 -19
right_child=1 2 -4 4 5 -7 -8 8 -10 -11 19 12 13 14 -16 -17 -18 18 -20 -21 -22 -23 -24
leaf_value=-0.00077805316680468921 -0.00089972543499215404 -0.00063411261235294736 -0.00066302363244095561 -0.00069869272630674684 -0.00016571105320037523 0.0008834671750289014 0.00079368216384334881 -0.00063996814109648539 0.00088590921312077021 -0.0007501280532571543 0.00093981338113700472 0.00036424750730201848 -0.00055867277406960081 -0.0011970555672400347 -0.00013406276111484718 0.00082324700970642798 0.00079659620240193712 7.1369932244136312e-05 -0.00037960334458381629 0.00012454021121323472 0.00055477816332937728 -0.00070606339465383733 0.00079817530145745604
leaf_weight=0.0013804433486643555 0.0010068082528960484 0.0012152234382796214 0.001166571745326638 0.0012061347675787057 0.0010091050137419613 0.0019152497348074449 0.0010776517287869316 0.0010675161762098333 0.0011442394237188838 0.0010743881078738573 0.0010312119240572229 0.0010625321363022522 0.0011898121815532292 0.0011768574598309198 0.0016856616239926629 0.0011612163323757585 0.00154111732827377 0.0012298847158593862 0.0011790908995976679 0.0012335168837076249 0.0011267051140748663 0.0010003824233244529 0.0012409678717171177
leaf_count=491 215 53 74 439 71 129 116 179 87 52 85 31 31 465 214 49 88 41 19 28 11 107 46
internal_value=0 2.0024e-05 5.46606e-05 8.74053e-05 0.000123409 0.000521428 6.90921e-05 3.07231e-05 7.66761e-05 2.52365e-05 7.44519e-05 9.37394e-06 6.03649e-05 -8.04193e-05 -0.000571087 0.000153634 0.000324138 -7.02842e-06 0.000172797 0.000495763 9.58618e-05 -0.000154785 0.000436403
internal_weight=0 0.0277418 0.026735 0.0255685 0.0243532 0.00292435 0.0214289 0.0203512 0.0191451 0.0180009 0.0169265 0.0146617 0.0135942 0.00886349 0.00286252 0.00600097 0.00473074 0.00483976 0.00364994 0.00226473 0.00318962 0.00206291 0.00247085
internal_count=3121 2630 2415 2341 2288 200 2088 1972 1533 1446 1394 1281 1102 865 679 186 237 137 106 113 149 138 87
is_linear=0
shrinkage=0.00129368


Tree=1779
num_leaves=25
num_cat=0
split_feature=14 3 1213 160 1374 457 484 49 39 453 52 39 13 16 16 150 474 49 13 16 15 42 13 2
split_gain=0.000626236 0.000610532 0.000519185 0.000542003 0.000384557 0.000500051 0.000566556 0.00043046 0.000419361 0.000455014 0.000358724 0.000748042 0.000378849 0.000630698 0.000341272 0.000255644 0.000232852 0.000234182 0.000327322 0.000259034 0.000245212 0.000191773 4.21837e-05 3.89742e-05
threshold=0.076175000000000007 0.30112000000000005 -1.0000000180025095e-35 -0.40698999999999991 -0.094929999999999987 0.080930000000000016 -1.0000000180025095e-35 -0.083629999999999996 -1.0000000180025095e-35 1.0000000180025095e-35 -0.40306999999999998 0.13507500000000003 0.14871000000000004 0.22339500000000004 0.23311500000000004 0.087170000000000011 0.082665000000000002 0.10247500000000002 -0.094514999999999988 -0.056919999999999991 -0.09551999999999998 0.08623500000000002 -0.0034749999999999994 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
left_child=1 2 -1 -4 -5 6 -6 -7 -8 10 -10 12 13 15 -14 16 17 18 21 20 -20 -12 -22 -9
right_child=-2 -3 3 4 5 7 8 23 9 -11 11 -13 14 -15 -16 -17 -18 -19 19 -21 22 -23 -24 -25
leaf_value=-0.00091902935661753241 -0.0010103413737276349 0.0010947522293327993 -0.0010348591625655068 -0.00071218095042081635 -0.00090111411440217269 -8.8857544039441555e-05 -0.00077470340647789687 0.001345752448757543 -0.00047598983077191742 -0.00072732200057698949 0.00034875258362943739 0.0015464993257960796 -0.00065914566748051192 -0.00075783689175389004 0.0004290371145556878 -0.00027724722314514412 0.0011941344133125865 0.0010316888948606637 0.00084446495897123929 -0.00032777976303186316 0.00025236278255659435 0.0012074981577377159 -0.0001898659275452945 0.00091613274046925509
leaf_weight=0.0014167236884085324 0.0014220451834408001 0.0012560672574566381 0.0010770372981107326 0.0013761678845050076 0.00141295867425796 0.0010549238017873996 0.0012053689599085251 0.0010038708297921408 0.0015863290275326776 0.0012778400918724833 0.0011892818936516357 0.0010660151615891058 0.0019869299536489074 0.001166088332861471 0.0010545048489802866 0.0010895999615880845 0.001066860562267292 0.0013339942971655203 0.0015094598984006988 0.0019665697241225827 0.0010008878957361543 0.0013022579505392873 0.0010633737090133301 0.001015138694823392
leaf_count=477 101 130 202 50 439 55 37 57 245 58 27 31 71 58 12 116 78 71 128 156 321 37 87 77
internal_value=0 3.93039e-05 -6.06279e-06 4.0454e-05 8.37844e-05 0.000126991 4.63356e-05 0.00071154 0.000110495 0.000164767 0.000226781 0.000293156 0.000208217 0.000325689 -0.000281859 0.000435345 0.000509768 0.000431812 0.00033218 0.000122877 0.000370867 0.000797595 2.45552e-05 0.00112974
internal_weight=0 0.0304783 0.0292222 0.0278055 0.0267284 0.0253523 0.0222783 0.00307393 0.0208654 0.01966 0.0183822 0.0167958 0.0157298 0.0126884 0.00304143 0.0115223 0.0104327 0.00936583 0.00803183 0.00554029 0.00357372 0.00249154 0.00206426 0.00201901
internal_count=3121 3020 2890 2413 2211 2161 1972 189 1533 1496 1438 1193 1162 1079 83 1021 905 827 756 692 536 64 408 134
is_linear=0
shrinkage=0.00154607


Tree=1780
num_leaves=14
num_cat=0
split_feature=1374 457 1 15 3 11 48 47 13 12 13 1 43
split_gain=0.000119585 0.000243611 0.000125353 0.000238487 0.000192413 0.000155269 0.000184162 0.000298252 0.000133484 0.000115987 0.000250257 0.000115024 0.00021092
threshold=-0.094929999999999987 0.088350000000000026 0.12811000000000003 0.095175000000000023 0.11296500000000002 0.081790000000000015 0.016865000000000002 0.092530000000000015 -0.004174999999999999 0.084100000000000022 -0.095304999999999987 0.094825000000000007 -0.081374999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 6 7 9 -8 11 -11 12 -2
right_child=1 -3 4 -5 -6 -7 8 -9 -10 10 -12 -13 -14
leaf_value=-0.0019076472208280914 0.0019186275449283633 0.0025836714996568168 0.0025770752887230288 -0.0028344364282338564 -0.00059191714057685231 -0.0020401359981051673 0.0029753795789523424 -0.0031235208325299225 0.00043810782652338069 0.00087014400619985725 -0.0021605014503396644 0.0019086005760699566 -0.0013994103410738812
leaf_weight=0.0010166143219700876 0.0010508895487200409 0.0011717197043240165 0.001306337297625324 0.0010950006416510028 0.0011594068994777995 0.0011770324842199651 0.001045274319737749 0.0010487852910933682 0.0018258591868198096 0.0017253584068175065 0.0017692149166829083 0.0016289916476823763 0.001478037575798119
leaf_count=55 112 119 127 351 116 145 292 131 155 96 1106 128 188
internal_value=0 8.9955e-05 -8.91929e-05 -0.000298676 0.001087 -8.08898e-05 0.000118386 -0.000291912 0.00136184 9.61645e-05 -0.000664196 0.000735219 -2.06077e-05
internal_weight=0 0.0174819 0.0163102 0.0138444 0.00246574 0.0127494 0.0115724 0.00870128 0.00287113 0.00765249 0.00349457 0.00415792 0.00252893
internal_count=3121 3066 2947 2704 243 2353 2208 1761 447 1630 1202 428 300
is_linear=0
shrinkage=0.00566207


Tree=1781
num_leaves=21
num_cat=0
split_feature=1213 14 160 1374 52 157 159 133 453 42 1 15 15 15 3 0 15 3 15 48
split_gain=0.000635598 0.000389693 0.000389338 0.000397176 0.000373552 0.000432388 0.000448551 0.000394887 0.000402767 0.000418331 0.000508264 0.000272837 0.000401982 0.000366059 0.00029957 0.000266901 0.000186592 0.00020713 0.000415022 8.15546e-05
threshold=-1.0000000180025095e-35 0.076175000000000007 -0.26568499999999995 -0.094929999999999987 -0.43320999999999993 -0.077384999999999995 0.10519500000000001 0.10622000000000002 1.0000000180025095e-35 -0.0060199999999999993 0.11507500000000002 -0.10203999999999998 -0.24436499999999997 0.097485000000000016 0.13524500000000003 -0.13027499999999997 -0.031204999999999997 -0.116045 0.040760000000000005 0.085875000000000021
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 8 9 10 -7 12 -11 14 16 -14 19 -18 -19 -13
right_child=1 -3 3 4 5 6 -8 -9 -10 11 -12 13 15 -15 -16 -17 17 18 -20 -21
leaf_value=-0.0010560694658319221 -0.00087709760466423879 -0.00086602542506722792 -0.00080074852667250183 -0.00074537953558982619 0.00093099236550101699 -0.00085586221750334106 -0.00080753676302681662 -0.00062608150260389059 -0.00065266735330854941 0.00069782476927569706 0.00044931652595131511 0.0010859723004361501 0.0002002104989734546 -0.00012368896890358667 0.0013700915986458854 -0.000886986209022058 0.00093031597943464789 -0.00042306813052564668 0.00072287185400261638 0.00056987707575863753
leaf_weight=0.0014071772537108942 0.0010339976587494379 0.0011528862863903191 0.0011350368386153767 0.0010949156602078269 0.0018375549858289366 0.0015357680935660914 0.0011890706407828014 0.0013711382040915007 0.0011478595733658272 0.0014822852512972606 0.0014356156918520213 0.0017158286276504828 0.0010897408561092448 0.0016481494952551587 0.0013485504539709758 0.0011585726571574544 0.001119427244574922 0.001598414240139602 0.0015463086835123541 0.0013689892677438698
leaf_count=491 217 87 53 271 205 358 176 300 57 131 32 160 50 69 57 72 33 121 81 100
internal_value=0 3.10388e-05 7.10359e-05 0.00011053 0.000154194 0.00019779 0.000132877 0.000190027 0.000251525 0.000312407 -0.000225269 0.000425905 6.02892e-05 0.000557745 0.000686874 -0.00036003 0.000561502 0.000347775 0.000140408 0.000856938
internal_weight=0 0.0270101 0.0258572 0.0248232 0.0236882 0.0225933 0.0207557 0.0195666 0.0181955 0.0170477 0.00297138 0.0140763 0.0037306 0.0103457 0.00869752 0.00224831 0.00734897 0.00426415 0.00314472 0.00308482
internal_count=3121 2630 2543 2326 2273 2002 1797 1621 1321 1264 390 874 253 621 552 122 495 235 202 260
is_linear=0
shrinkage=0.00157699


Tree=1782
num_leaves=14
num_cat=0
split_feature=1374 150 15 151 403 4 52 133 12 1 12 16 1
split_gain=9.86327e-05 0.000205832 0.000207799 0.000198783 0.00014938 0.000127775 0.000284981 0.000124671 0.000154406 0.000157903 0.000144479 0.000120958 0.000214613
threshold=-0.094929999999999987 0.081835000000000019 -0.089964999999999976 -0.033849999999999991 -1.0000000180025095e-35 -0.27825499999999997 0.10347000000000002 0.083950000000000011 -0.040564999999999997 0.12500000000000003 0.092355000000000007 -0.15241499999999997 0.089175000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 6 -6 8 -7 10 11 -10 -13
right_child=1 2 -4 4 5 7 -8 -9 9 -11 -12 12 -14
leaf_value=-0.001842888280804751 -0.0022375564123215752 0.0037171467761257211 0.00026158694091811232 -0.0021426673794315864 -0.0027576989676909658 -0.0018742880583425775 0.0011654281508112299 0.0021439336017236603 0.0024368596467415848 0.0023910002423162737 -0.0012572066407312624 0.0019445573856539443 -0.0015168669294770478
leaf_weight=0.0010131170926221946 0.0015334615974453647 0.0010438267572691062 0.0015782359233062751 0.0010363373683968261 0.0014304367141519956 0.0010604940227680205 0.0012550282239226079 0.0015092306453739638 0.0011429964123928511 0.0013994018395175889 0.0018171874521403144 0.0012080235307907108 0.0013917279007153172
leaf_count=55 244 107 261 725 171 137 44 442 83 75 346 307 124
internal_value=0 8.57063e-05 0.00163722 -0.000189462 4.75547e-05 0.000233383 -0.00092426 0.000559629 0.000261483 0.000586941 0.00013287 0.000807783 9.15492e-05
internal_weight=0 0.0174064 0.00262206 0.0147843 0.0132509 0.0122145 0.00268546 0.00952906 0.00801983 0.00695934 0.00555994 0.00374275 0.00259975
internal_count=3121 3066 368 2698 2454 1729 215 1514 1072 935 860 514 431
is_linear=0
shrinkage=0.00600863


Tree=1783
num_leaves=23
num_cat=0
split_feature=1213 160 14 3 484 453 484 52 1374 158 133 484 12 15 40 1 42 16 3 49 3 15
split_gain=0.000515017 0.00045666 0.000442617 0.000414338 0.000336643 0.000427645 0.000327196 0.000302602 0.000332998 0.000337121 0.000430379 0.000288249 0.000232389 0.000543083 0.000335593 0.000301052 0.000373161 0.000290733 0.000285938 0.000235386 0.000165493 0.000290845
threshold=-1.0000000180025095e-35 -0.40698999999999991 0.076975000000000002 0.30112000000000005 0.085515000000000022 1.0000000180025095e-35 0.091880000000000003 -0.40306999999999998 -0.094929999999999987 0.084765000000000021 0.10622000000000002 -1.0000000180025095e-35 0.092355000000000007 0.091650000000000023 -1.0000000180025095e-35 0.11588000000000001 1.0000000180025095e-35 0.23311500000000004 -0.10831999999999999 -0.069799999999999987 0.086245000000000016 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
left_child=-1 -2 3 4 5 7 -6 -3 -9 10 11 -10 13 14 -13 16 -14 18 -16 -20 21 -21
right_child=1 2 -4 -5 6 -7 -8 8 9 -11 -12 12 15 -15 17 -17 -18 -19 19 20 -22 -23
leaf_value=-0.00089495553100631695 -0.00095975771696540652 -0.00067121299937335059 -0.00084746423696203824 0.00099868267014577576 0.0011949933879670136 -0.00089949665446464573 0.00013264074604347719 -0.00067729024539750211 -0.00036607582851586816 -0.00066819221876397131 -0.00061370632135164028 -8.3407305216751175e-05 0.00017088431303335257 -0.00056667523675739775 0.0012233861518508326 0.00058924018260666296 -0.0009761225527069058 0.0014442549725376804 -0.00012251983999974817 5.944413306388979e-05 0.0010640372564348301 0.0010622837274297122
leaf_weight=0.0014437123718253056 0.0010255916212806712 0.001234626731979954 0.0011555756969681133 0.0011550376845930179 0.0011328959758429838 0.0011319065450874346 0.001616480968280043 0.0011840069076924911 0.0014810889394632756 0.001085226700275165 0.0013691541310208019 0.0014987916420758926 0.0017521317400417411 0.0010682379266464545 0.001305180538884558 0.0014842339179388375 0.0010375423262889427 0.0010435925579770355 0.0013247622259626749 0.0018962727575435679 0.001282681100754246 0.0010228267805969526
leaf_count=491 215 251 74 130 101 59 140 24 285 191 281 165 106 45 57 43 51 13 44 159 47 149
internal_value=0 3.31708e-05 7.05243e-05 0.000111158 7.00733e-05 8.11759e-06 0.000570389 5.68749e-05 0.000102193 0.000151674 0.000202324 0.000271303 0.000335451 0.000457308 0.000573997 3.77204e-05 -0.000255713 0.000699111 0.000585285 0.000434587 0.000610235 0.00041083
internal_weight=0 0.0282878 0.0272623 0.0261067 0.0249516 0.0222023 0.00274938 0.0210704 0.0198357 0.0186517 0.0175665 0.0161973 0.0147163 0.0104423 0.00937411 0.00427391 0.00278967 0.00787532 0.00683172 0.00552654 0.00420178 0.0029191
internal_count=3121 2630 2415 2341 2211 1970 241 1911 1660 1636 1445 1164 879 679 634 200 157 469 456 399 355 308
is_linear=0
shrinkage=0.00151575


Tree=1784
num_leaves=14
num_cat=0
split_feature=3 48 48 51 403 1 0 159 3 52 4 0 1
split_gain=0.000104424 0.000128947 0.000193797 0.000171655 0.000169992 0.000135168 0.000206077 0.000199418 0.000127401 0.000196144 0.000163306 0.000396868 6.35385e-05
threshold=0.20828500000000003 0.12879500000000002 0.10322500000000003 0.087505000000000013 0.085340000000000013 0.111945 -0.10324499999999999 0.091005000000000016 -0.116045 0.084960000000000022 -0.083854999999999985 -0.10096999999999999 0.091900000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 8 -1 10 -10 12 -12
right_child=-2 -3 -4 -5 -6 6 -8 -9 9 -11 11 -13 -14
leaf_value=0.0015707556058592819 0.0016915380859893977 -0.0018640970740700159 0.0021209881100605708 -0.0016467972012995206 -0.0020527635214669941 0.0031654703422837197 0.00014754748910842852 -0.0023315137174856142 0.0023789481728306193 -0.001695172999170819 0.0019396733162983244 -0.0027342015291715546 0.00023039265945911018
leaf_weight=0.0016384021806694635 0.0010016867119874142 0.0011653554201926366 0.0011933676213893704 0.001988837792617674 0.0010292665333227419 0.0010761621423805434 0.0017761682368471901 0.0010259546193731673 0.0010156067109592945 0.0017326281368890625 0.0013193415301497877 0.0011544975153666677 0.0012585292319240438
leaf_count=160 144 78 124 331 250 44 204 195 151 597 80 680 83
internal_value=0 -0.00011556 1.01541e-05 -0.000157607 6.97559e-05 0.00025185 0.00128619 -7.07612e-05 0.000214918 -0.00012786 0.000444083 -8.24092e-05 0.00110519
internal_weight=0 0.0173741 0.0162088 0.0150154 0.0130266 0.0119973 0.00285233 0.00914496 0.00811901 0.0064806 0.00474797 0.00373237 0.00257787
internal_count=3121 2977 2899 2775 2444 2194 248 1946 1751 1591 994 843 163
is_linear=0
shrinkage=0.0054422


Tree=1785
num_leaves=14
num_cat=0
split_feature=133 3 48 50 3 0 150 159 52 0 47 15 42
split_gain=8.65692e-05 0.000155306 0.000181869 0.000181044 0.000189088 0.000159247 0.000181081 0.000122706 0.000146928 0.000210988 0.000221254 0.000123174 0.00030194
threshold=0.10622000000000002 0.16158000000000003 0.12649500000000002 0.083090000000000011 -0.15121499999999996 -0.23091999999999999 0.088380000000000014 0.091005000000000016 0.10473500000000001 -0.019414999999999998 0.092530000000000015 -0.094549999999999981 0.080840000000000009
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 -7 -13
right_child=-2 -3 -4 -5 5 6 -8 -9 -10 -11 -12 12 -14
leaf_value=0.0023111650127118945 -0.0014814483032025993 0.0018744680010479972 -0.0023897628119399165 -0.0017502309636370126 0.002005145952609322 0.002429113309272805 -0.0020342640427040357 -0.0016220563307791204 -0.0015594315855771924 0.0027465812845143879 -0.0015966187430517019 -0.0016059873688980249 0.0021591439583111172
leaf_weight=0.0013482587869483439 0.0012065779033685496 0.0014289464509735774 0.0010178660633659584 0.0015386088947763965 0.0012214311119365115 0.0012097877891333493 0.00142077454191225 0.0011090227912838738 0.0010711598157268701 0.0013015904780318815 0.0015557944996678064 0.0013785776348729708 0.0013529693008360461
leaf_count=176 435 149 65 442 65 179 189 220 200 86 139 441 335
internal_value=0 8.82173e-05 -7.61833e-05 8.61353e-05 0.000303991 7.11224e-05 -0.000156027 0.000141176 0.00038965 0.000696734 0.000211379 0.000925065 0.000258929
internal_weight=0 0.0169548 0.0155258 0.014508 0.0129694 0.0116211 0.0103997 0.0089789 0.00786988 0.00679872 0.00549713 0.00394133 0.00273155
internal_count=3121 2686 2537 2472 2030 1854 1789 1600 1380 1180 1094 955 776
is_linear=0
shrinkage=0.00566207


Tree=1786
num_leaves=25
num_cat=0
split_feature=1213 14 3 1429 484 453 1447 4 159 1374 457 150 130 3 11 484 124 12 47 47 0 4 4 15
split_gain=0.000605617 0.000502063 0.000375382 0.000330294 0.000501732 0.000408434 0.000325869 0.00039013 0.000346603 0.000322635 0.00036056 0.000458721 0.000349345 0.000289971 0.00028939 0.000267336 0.000265826 0.000481604 0.00027049 0.000252627 0.000230672 0.000216616 0.000131878 0.000208959
threshold=-1.0000000180025095e-35 0.076175000000000007 0.30112000000000005 -1.0000000180025095e-35 0.085515000000000022 1.0000000180025095e-35 -1.0000000180025095e-35 0.27287000000000006 0.082585000000000006 -0.094929999999999987 0.088350000000000026 0.088985000000000009 -0.0015749999999999998 -0.074084999999999998 0.08765000000000002 0.091880000000000003 0.11040000000000001 0.095330000000000012 0.092710000000000015 0.086010000000000017 -0.10011499999999998 0.053180000000000012 -0.083854999999999985 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
left_child=-1 2 3 -2 5 6 -5 8 9 -8 11 12 -11 19 -9 -6 17 18 20 22 21 -15 23 -14
right_child=1 -3 -4 4 15 -7 7 14 -10 10 -12 -13 13 16 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25
leaf_value=-0.00092047652695974964 -0.00073183795429474863 -0.00080858569569006655 0.00088718715744190316 -0.00069863178054932766 0.0012600495515594698 -0.00077503285008670864 -0.00063727207201630593 0.0010725998567818536 -0.00074663913881054347 -0.00056334770876460545 0.00076536390635252507 -0.00082436059925810809 9.2952662125040655e-05 0.00014910934961617965 8.4529628933341513e-05 0.00026337334539813209 0.00065834883235380611 -0.00095121252558403593 -0.00046446955733105448 0.0010969810533692061 -0.00012441821730849935 0.0010417787507171049 -9.6078685599315066e-06 0.00099300700567530372
leaf_weight=0.0013260862327817416 0.0010052625047066712 0.0012792285519254145 0.0011087230785387083 0.0010280737999968084 0.0010092786782793786 0.0011840006427217267 0.0011237172266191911 0.0013389947417306166 0.0010385675401173985 0.0012509727046491762 0.0016179740159198994 0.0010470675204161681 0.0010123436026446492 0.0010771134609424138 0.0010271117575797462 0.0011060201041377948 0.00113568870458991 0.0010304534798640241 0.0012330290872462069 0.0010424274311371939 0.0015101188920758129 0.0010552894624993314 0.0014596052123624637 0.0010108505096111386
leaf_count=491 153 87 130 210 87 61 22 166 226 164 43 75 59 49 33 169 17 130 53 81 119 16 425 55
internal_value=0 4.82095e-05 8.96433e-05 5.47532e-05 8.72418e-05 2.52128e-05 7.02469e-05 0.000109748 3.81504e-05 8.72305e-05 0.000139813 6.68146e-05 0.000139613 0.000215639 0.000643685 0.00073892 3.7902e-05 -8.14062e-05 0.000102428 0.000492214 0.000294329 0.000590876 0.000311203 0.000542648
internal_weight=0 0.0277319 0.0264527 0.025344 0.0243387 0.0222234 0.0210394 0.0200113 0.0176452 0.0166067 0.0154829 0.013865 0.0128179 0.0115669 0.00236611 0.0021153 0.00704169 0.005906 0.00487555 0.00452523 0.00364252 0.0021324 0.0034828 0.00202319
internal_count=3121 2630 2543 2413 2260 2004 1943 1733 1534 1308 1286 1243 1168 1004 199 256 384 367 237 620 184 65 539 114
is_linear=0
shrinkage=0.00140032


Tree=1787
num_leaves=14
num_cat=0
split_feature=1 0 2 457 151 16 4 4 52 4 16 13 3
split_gain=8.74923e-05 0.000186649 0.000163192 0.000161621 0.000177307 0.000226957 0.000278487 0.000161012 0.000159446 0.000100145 0.000300447 8.48134e-05 7.87805e-05
threshold=0.08844500000000001 -0.060129999999999996 0.13754500000000003 0.045365000000000009 -0.0017399999999999998 -0.056919999999999991 0.071150000000000005 -0.49405499999999997 -0.081934999999999994 0.24564500000000003 -0.088909999999999989 -0.029529999999999997 -0.055119999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 -2 9 -7 -3 -1 10 -6 -9 -10
right_child=2 7 -4 -5 5 6 -8 11 12 -11 -12 -13 -14
leaf_value=0.00016336301561354271 -0.0017898499099451774 -0.0010632094964980474 0.0022845698928393816 0.0014803248675521021 -0.0017137831249375156 -0.002950664930939552 0.0003815679746800954 0.00019820696690766361 -0.0031308081862838162 0.0019451568097730348 0.0021554135328074224 0.0022599334565921126 -0.0011563480032956797
leaf_weight=0.0012444643859555104 0.001616406402128236 0.0013217435368069325 0.0010057253373648998 0.0018347526116554306 0.0010882593426269089 0.0011607690084031418 0.0016787074694230297 0.0010704225748980889 0.001144301766518376 0.0016457810337841897 0.0011084470737733332 0.0011142481118033825 0.0010699190109038663
leaf_count=340 139 75 160 145 83 326 63 75 1226 154 157 79 99
internal_value=0 -0.000472569 0.000274847 7.53794e-05 -0.000235251 0.000140816 -0.000980638 0.000377879 -0.00133475 0.000969534 0.000238594 0.00124975 -0.00217674
internal_weight=0 0.0069651 0.0111388 0.0101331 0.00829837 0.00668196 0.00283948 0.00350641 0.00345869 0.00384249 0.00219671 0.00218467 0.00221422
internal_count=3121 1894 1227 1067 922 783 389 229 1665 394 240 154 1325
is_linear=0
shrinkage=0.00523088


Tree=1788
num_leaves=23
num_cat=0
split_feature=1213 14 44 474 3 157 48 130 48 159 42 43 15 52 12 13 16 4 457 15 0 4
split_gain=0.000509311 0.000378964 0.000373319 0.000369655 0.000307324 0.000313327 0.000478759 0.000442326 0.000225189 0.000219236 0.000338932 0.00060359 0.000365898 0.000349757 0.000464184 0.000362368 0.000334124 0.000237495 0.000247497 0.000176227 7.43679e-05 5.94188e-05
threshold=-1.0000000180025095e-35 0.076175000000000007 0.086360000000000006 0.082665000000000002 0.20828500000000003 -1.0000000180025095e-35 0.12879500000000002 -0.0015749999999999998 0.10322500000000003 -0.22563499999999997 -0.11466499999999999 -0.15582499999999996 -0.15914499999999995 0.10160000000000001 0.086850000000000024 -0.091904999999999987 1.0000000180025095e-35 -0.0029599999999999995 0.082380000000000009 -0.10091499999999999 -0.084269999999999984 -0.084369999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -7 9 -9 -11 21 -13 14 16 20 17 -14 19 -19 -16 -12
right_child=1 -3 -4 -5 -6 6 -8 8 -10 10 11 12 13 -15 15 -17 -18 18 -20 -21 -22 -23
leaf_value=-0.00095968107101150905 -0.00083699178610487264 -0.00082282773953892493 -0.00081878319388189232 0.0007973114218481457 0.00087607540803023745 -0.00082250179655889372 -0.00096545190801003292 0.00076642606388023157 0.00076708057069055596 -0.0006305169501054132 0.00064738668808212926 0.00085812435701943782 0.00042346817787286399 -0.00076547784534279953 0.00062100662180840035 -4.5074748874607192e-05 -0.0010344570165180449 -0.00018472701982000142 0.00027521944380812154 -0.0011020673411533365 0.0012242825104828001 0.0011548624951584507
leaf_weight=0.0013433422676798748 0.0010113628906232427 0.001224775260336485 0.0011142943935524832 0.0018260837425138612 0.0010957168658265451 0.0011770439304814089 0.0010725094329131482 0.0012293382227695345 0.0014676505342292858 0.0015310588833120616 0.0011915479265667273 0.0011558688880535838 0.0016483630033709284 0.0015650114496983955 0.0010212316291910994 0.0018377743950477223 0.0010760937551818062 0.0010583278956608488 0.0011500430355166624 0.0010253715838648599 0.0010114974351225162 0.001106722032936598
leaf_count=491 173 87 45 361 110 200 51 134 92 85 32 143 179 181 27 446 88 28 53 67 16 32
internal_value=0 3.46864e-05 7.45099e-05 0.000113918 6.06614e-05 2.06619e-05 6.13362e-05 0.000115711 0.000173601 0.000124135 7.59267e-05 0.000148773 1.27057e-05 -7.30603e-05 3.71924e-05 0.000462398 -0.000239025 -6.36993e-05 -0.000312027 -0.000636143 0.0009212 0.000891759
internal_weight=0 0.0275977 0.0263729 0.0252586 0.0234325 0.0223368 0.0213255 0.0202529 0.0190759 0.0176083 0.0163789 0.0148479 0.0125496 0.0113937 0.0098287 0.0038705 0.0059582 0.00488211 0.00323374 0.0020837 0.00203273 0.00229827
internal_count=3121 2630 2543 2498 2137 2027 1854 1803 1603 1511 1377 1292 1228 1085 904 489 415 327 148 95 43 64
is_linear=0
shrinkage=0.00157699


Tree=1789
num_leaves=24
num_cat=0
split_feature=1213 3 484 376 160 50 48 129 15 3 42 2 3 15 0 43 43 12 47 52 2 3 457
split_gain=0.00050382 0.000351459 0.000327214 0.000343955 0.000317273 0.000340448 0.000476784 0.000351823 0.000323379 0.00052988 0.000374192 0.000649515 0.000389241 0.00035816 0.000429212 0.000453281 0.000747593 0.000341185 0.000453505 0.000485255 0.000203766 0.000487803 0.000149558
threshold=-1.0000000180025095e-35 0.30112000000000005 -0.0068949999999999992 0.11430500000000002 -0.26568499999999995 0.099210000000000007 0.12737000000000001 0.085550000000000015 1.0000000180025095e-35 0.048265000000000009 0.079510000000000011 0.10672500000000001 -0.075944999999999985 -0.08730499999999998 -0.10474999999999998 0.070450000000000013 -0.061959999999999994 0.084535000000000013 0.092710000000000015 -0.066844999999999988 0.091545000000000015 -0.08824499999999999 0.048635000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 8 10 20 13 12 -12 17 -15 16 -16 18 19 22 21 -10 -6
right_child=1 -3 3 -5 5 -7 -8 -9 9 -11 11 -13 -14 14 15 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=-0.00094043508256420622 -0.00065935515931117138 0.0008315488383003266 -0.000788108184555936 -0.0008323068777120145 -0.00069083656774433138 0.00096528564443253096 -0.00092989661794486589 -0.0008037258401641167 -0.00045864951718686684 -0.0010918340861846756 -0.001070236110617361 0.00084481587808325211 0.00018402006704451381 0.0014284503207706693 0.00097561682849471696 0.0012531269111665938 -0.00077904414781734138 0.00099614086053711895 -0.00091184781680819793 0.00096114757203654409 -0.00045007847511919103 0.00095304015559422711 0.00017461651554779195
leaf_weight=0.0014623242668927719 0.0018808913924572559 0.0013408034678450411 0.0010514087407109815 0.0011282651024648862 0.0010013377553574898 0.0011583693639126693 0.0011670853804695005 0.0010017156189101586 0.001081906115642628 0.0012424678950466728 0.0016309976892774913 0.0012018634272737971 0.001053808010153535 0.0016335527597917052 0.0011934103025468268 0.0011997236690003965 0.0013266487462043827 0.0010388031446493251 0.0011271859274870621 0.001483718140820954 0.0011295727352133578 0.001527443789098192 0.0010672772326172364
leaf_count=491 479 132 228 25 40 86 49 146 97 39 270 118 80 53 52 30 143 100 28 63 105 224 43
internal_value=0 2.75014e-05 -1.19486e-05 3.59047e-05 7.6186e-05 0.000115243 7.07048e-05 0.000126469 0.0001732 -0.00018177 0.000291411 -0.000137979 -0.00057793 0.000442147 0.000741154 0.000439327 5.19009e-05 0.000162224 -2.28969e-05 0.000259175 0.000120651 0.000367716 -0.000244316
internal_weight=0 0.0286683 0.0273275 0.0254466 0.0243183 0.0232669 0.0221085 0.0209414 0.0199397 0.00498139 0.0149583 0.00388667 0.00268481 0.0110717 0.00535334 0.00371978 0.00252006 0.00571832 0.00467952 0.00355233 0.00373892 0.00260935 0.00206861
internal_count=3121 2630 2498 2019 1994 1766 1680 1631 1485 465 1020 468 350 552 278 225 195 274 174 146 426 321 83
is_linear=0
shrinkage=0.00160853


Tree=1790
num_leaves=14
num_cat=0
split_feature=1 4 2 2 47 14 15 15 15 4 12 49 133
split_gain=8.29659e-05 0.000183468 0.000157414 0.000142716 0.000137578 0.000152836 0.0002059 0.000165856 0.00020535 0.000233263 0.000160605 0.000135616 0.000120625
threshold=0.077565000000000009 -0.012509999999999999 0.10672500000000001 0.13754500000000003 0.13148500000000005 -0.10708499999999999 -0.10653 -0.095869999999999983 1.0000000180025095e-35 0.0061450000000000003 0.088305000000000008 -0.0060549999999999988 0.084415000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 4 5 -2 -7 -8 9 11 -10 -9 -1
right_child=3 -3 -4 -5 -6 6 7 8 10 -11 -12 -13 -14
leaf_value=0.00017196476559095474 -0.0014675067538037062 -0.002375294075509295 0.0018927465616287976 0.0022326725642476705 -0.0017569179769766656 0.0021508192908578864 -0.0018819857235576152 -0.0014795258353798902 -0.0023699300046726808 0.0027488811569890748 0.00052030661791200867 0.0012507247017011203 -0.0021839898548409297
leaf_weight=0.0019299752761005864 0.001386689384067775 0.0013391489122016945 0.0010102259345696751 0.0010067212211786756 0.0011637215530839748 0.00187746797615142 0.0011132870981605007 0.0010069189732937493 0.0011281005342580752 0.0017232781481152648 0.0012476574225613601 0.0012647672824461142 0.0010254818402097576
leaf_count=561 98 626 117 160 39 191 50 136 147 136 259 269 332
internal_value=0 -0.000598798 1.09627e-06 0.000225712 5.6096e-05 0.000252394 0.000507158 9.48228e-05 0.000440271 0.00120882 -0.000852088 4.05483e-05 -0.000645502
internal_weight=0 0.00530483 0.00396568 0.0129186 0.0119119 0.0107482 0.00936148 0.00748401 0.00637072 0.00399496 0.00237576 0.00227169 0.00295546
internal_count=3121 1636 1010 1485 1325 1286 1188 997 947 541 406 405 893
is_linear=0
shrinkage=0.00555105


Tree=1791
num_leaves=14
num_cat=0
split_feature=48 1 49 52 4 0 4 15 48 3 43 0 2
split_gain=8.18255e-05 0.00012059 0.00013408 0.000116428 0.000144348 0.000224661 0.000103514 0.000101983 0.000121953 0.000123396 0.000122021 0.000220526 1.91661e-05
threshold=-0.086869999999999989 0.094385000000000011 -0.043469999999999995 -0.38533999999999996 0.053925000000000008 -0.083804999999999977 0.26790000000000008 -0.095869999999999983 0.091545000000000015 0.10732000000000001 -0.17390999999999998 -0.083914999999999976 0.10803500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 12 -4 -5 6 -6 -2 9 10 -9 -12 -3
right_child=1 2 3 4 5 -7 -8 8 -10 -11 11 -13 -14
leaf_value=-0.0015705155586354211 -0.0020640178115595609 0.0012786625617554354 -0.0015372071109944956 0.0018266251392573226 -0.0023977256650822552 0.0021330091453367825 -0.00012629493248883934 0.00066771952518900599 0.0015186998476067078 0.0011116494467888942 -0.00010727768767301647 -0.0028713994185680432 0.0023850179855755015
leaf_weight=0.0010203949505185319 0.0010389002451734177 0.0010042944219073174 0.0010822630324438531 0.0017707390425841796 0.0010281879910665204 0.0010219123569209509 0.001717834026403367 0.0012208306404526406 0.001156779558985202 0.0012411079298573213 0.0019856933393765297 0.001732816818694089 0.0010036591386055616
leaf_count=77 254 113 123 213 45 173 144 118 100 24 730 913 94
internal_value=0 8.02649e-05 0.000550035 0.000161351 0.000493251 -0.000133367 -0.000976783 -0.000403681 -0.000168589 -0.000484395 -0.000885433 -0.00139535 0.00183167
internal_weight=0 0.017005 0.00862889 0.00662094 0.00553867 0.00376793 0.00274602 0.00837613 0.00733723 0.00618045 0.00493934 0.00371851 0.00200795
internal_count=3121 3044 905 698 575 362 189 2139 1885 1785 1761 1643 207
is_linear=0
shrinkage=0.00566207


Tree=1792
num_leaves=25
num_cat=0
split_feature=14 1429 484 1213 44 1374 1 3 3 457 1 0 12 11 2 43 13 42 49 43 49 133 1 16
split_gain=0.000448586 0.000446134 0.000592735 0.000487447 0.000338021 0.000367946 0.000360798 0.000493475 0.000568386 0.000415565 0.000539429 0.000348829 0.000321631 0.000307221 0.000477357 0.000280565 0.000241837 0.00041474 0.000519464 0.000290137 0.000233257 0.000189911 0.000171625 0.000149094
threshold=0.076175000000000007 -1.0000000180025095e-35 0.085515000000000022 -1.0000000180025095e-35 0.086360000000000006 -0.094929999999999987 0.077565000000000009 0.16158000000000003 0.10893000000000001 0.069910000000000014 0.12958500000000003 -0.084044999999999995 0.098810000000000023 0.087830000000000005 0.11144000000000001 -0.084004999999999982 -0.092879999999999976 0.089015000000000025 -1.0000000180025095e-35 -0.073959999999999984 0.0093850000000000027 0.08622500000000001 1.0000000180025095e-35 0.15273500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 11 8 9 10 13 -7 15 14 16 21 -8 18 -18 -20 -10 -13 -4 -17
right_child=-2 2 22 4 -6 6 7 -9 20 -11 -12 12 -14 -15 -16 23 17 -19 19 -21 -22 -23 -24 -25
leaf_value=-0.0010064182960888408 -0.00089644160350747164 -0.0010950154869915289 0.00029840595635064631 -0.00076750812692172798 -0.00083327421639222451 -0.00081792663070346424 0.00070178108058990092 0.0012625607798036462 -0.0010147927886613153 0.0012009375924358066 0.00098982770383048194 0.00095600733640447213 -0.00075390458592427872 -0.00071264823327847051 0.0010852668632375182 0.00021769163606478195 -0.00087320830172662285 -0.0010307702813053437 0.00092182499103200778 -4.6039848361197858e-05 2.0215756297428613e-05 5.3727584191387291e-05 0.0011250789581363676 -0.00064210653168087807
leaf_weight=0.0010344735357986348 0.0014113810320479639 0.0010204011484497835 0.0010977751789805748 0.001259763534847024 0.001099304138492129 0.0016566269556849153 0.0010463726363365601 0.0011838269703354784 0.0012661232219599592 0.0012461212477664638 0.0019331689776373876 0.0014342126862780793 0.0011141130617582373 0.0011785648182609521 0.0012355623666580051 0.0010155207818175393 0.0011010340352797278 0.0010877322898468766 0.0015057889139349391 0.0017130043575577132 0.0010150392418779575 0.0010421228968884033 0.0015922660699887459 0.0010733723478185131
leaf_count=153 101 458 177 27 41 496 38 103 41 87 95 51 143 50 76 203 68 189 82 152 26 72 123 69
internal_value=0 3.15139e-05 6.86437e-05 -5.10837e-06 3.90114e-05 7.87867e-05 0.000125448 0.000264451 0.000181986 0.000321393 0.000219921 -0.000168481 2.09575e-05 5.2087e-05 0.000169298 0.000210057 -6.05867e-06 -0.000143027 8.05068e-05 0.000406739 -0.000554249 0.000576299 0.000787723 -0.000224113
internal_weight=0 0.0299523 0.0289178 0.0262278 0.0252074 0.0241081 0.0228483 0.0155123 0.0143285 0.0120473 0.0108012 0.00733597 0.00567934 0.00886806 0.00768949 0.00456523 0.00645393 0.00540756 0.00431983 0.00321879 0.00228116 0.00247634 0.00269004 0.00208889
internal_count=3121 3020 2867 2567 2109 2068 2041 1007 904 837 750 1034 538 655 605 395 529 491 302 234 67 123 300 272
is_linear=0
shrinkage=0.00160853


Tree=1793
num_leaves=14
num_cat=0
split_feature=40 47 3 133 42 52 474 160 42 15 151 0 2
split_gain=8.11472e-05 0.000364888 0.000133657 0.000146552 0.000183017 0.000191321 0.000147199 0.000268585 0.000205795 0.000143934 0.000149595 0.000145604 0.000114656
threshold=0.05433000000000001 0.13148500000000005 0.149315 0.09389500000000002 0.097315000000000026 -0.22660999999999995 0.084660000000000027 -1.0000000180025095e-35 0.088060000000000013 0.084050000000000014 -0.0083949999999999979 -0.10151999999999999 0.090425000000000019
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 10 -9 12 -12
right_child=-2 -3 -4 -5 -6 6 -8 8 -10 -11 11 -13 -14
leaf_value=-0.0024295529729783209 0.001467962187886771 -0.0032797691389028064 0.001664175241834517 -0.0020825313333801268 0.0020545967211768948 -0.0019554943557251086 0.0019006013347409201 -0.0012206819051452248 0.0023768853974687606 -0.0019566035326314527 0.00046636536402794906 -0.00027806376780128593 0.0030424277984884072
leaf_weight=0.00101436371680286 0.0010733786622045124 0.0010472823069370687 0.0015274230074996389 0.0010279706186005844 0.0013202439690351711 0.0019946298119388568 0.0012289812675710101 0.001478761026440404 0.0012645062986323397 0.0010461125048827624 0.0010012970815675998 0.0018921399111547881 0.0011368777980852451
leaf_count=292 69 60 142 499 192 540 207 163 177 416 43 244 77
internal_value=0 -0.000105822 0.000102798 -6.27508e-05 9.24509e-05 -0.000122393 8.95277e-05 -0.000137261 0.00032653 -6.89867e-05 0.000289451 0.000843533 0.00183607
internal_weight=0 0.0169806 0.0159333 0.0144059 0.0133779 0.0120577 0.0110433 0.00981432 0.00781969 0.00655519 0.00550908 0.00403031 0.00213817
internal_count=3121 3052 2992 2850 2351 2159 1867 1660 1120 943 527 364 120
is_linear=0
shrinkage=0.00555105


Tree=1794
num_leaves=21
num_cat=0
split_feature=1213 160 14 1374 52 157 159 133 453 11 484 4 2 3 51 0 3 13 15 4
split_gain=0.000534654 0.000324968 0.000340228 0.000345671 0.000283141 0.000452492 0.000348762 0.000314884 0.000305988 0.000306436 0.000336634 0.000452811 0.000427803 0.000239972 0.000230933 0.000291133 0.000248283 0.000210785 0.000238136 0.0002013
threshold=-1.0000000180025095e-35 -0.26568499999999995 0.076975000000000002 -0.094929999999999987 -0.43320999999999993 -0.077384999999999995 0.10519500000000001 0.10622000000000002 1.0000000180025095e-35 0.088710000000000011 -1.0000000180025095e-35 0.27044500000000005 0.12992500000000004 0.13524500000000003 0.067785000000000012 -0.059114999999999994 0.083060000000000009 -0.076384999999999995 -0.013969999999999998 -0.10429499999999998
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 7 8 9 10 -7 12 13 14 15 17 19 -12 -19 -17
right_child=1 2 -4 4 5 6 -8 -9 -10 -11 11 -13 -14 -15 -16 16 -18 18 -20 -21
leaf_value=-0.00092691167627850996 -0.0007840060033414974 -0.00070702891681261612 -0.0007363947722897516 -0.00062482822181764445 0.00086407872557118452 -0.00042473019933568008 -0.00068210122134365809 -0.00054696294264186714 -0.00053355181901871174 -0.00045106788967148723 0.00032965478219701324 0.0011563044534085428 -0.00060978372106398546 0.00099599975465868647 0.00081108993745427 0.00043232814030193608 -9.0584982463669459e-05 2.4420842134053857e-05 -0.00086950905997855551 0.0012429720472714601
leaf_weight=0.0013324180044394915 0.0010255219408975133 0.001100893998959406 0.0011069580302440754 0.0010097879704381854 0.0017983480433987889 0.001217685663107885 0.001138401404044336 0.0012852382025135131 0.0011263845527720298 0.0012168622587758185 0.0018351703395039186 0.0014108227612213428 0.0010386551759529192 0.0011566584600535288 0.0015576788503606229 0.0018492385770745301 0.0011261047347232989 0.0016895731520765135 0.001011000522729958 0.0010027483517980407
leaf_count=491 231 53 73 271 205 238 176 300 57 52 146 195 56 33 89 38 16 145 231 25
internal_value=0 1.95825e-05 5.29762e-05 9.00468e-05 0.000129098 0.000164573 0.000100594 0.000148696 0.000200561 0.000251882 0.000309309 0.000374659 0.000284761 0.00036751 0.000295331 0.000200969 0.000488641 -5.13346e-05 -0.000310235 0.000717348
internal_weight=0 0.0257037 0.0246782 0.0235713 0.0224704 0.0214606 0.0196622 0.0185238 0.0172386 0.0161122 0.0148953 0.0136777 0.0122668 0.0112282 0.0100715 0.00851384 0.00397809 0.00453574 0.00270057 0.00285199
internal_count=3121 2630 2399 2326 2273 2002 1797 1621 1321 1264 1212 974 779 723 690 601 79 522 376 63
is_linear=0
shrinkage=0.00145689


Tree=1795
num_leaves=20
num_cat=0
split_feature=1213 160 14 1374 4 0 157 16 52 1 150 52 15 12 15 2 15 12 48
split_gain=0.000477418 0.000420633 0.000379925 0.000354478 0.000353347 0.00036735 0.000438824 0.000362702 0.000631393 0.000507274 0.000586228 0.000344645 0.000281385 0.00022036 0.000213678 0.000321107 0.000225604 0.000162391 0.00013001
threshold=-1.0000000180025095e-35 -0.40698999999999991 0.076975000000000002 -0.094929999999999987 -0.49405499999999997 -0.019414999999999998 -0.077384999999999995 -0.056919999999999991 0.091275000000000009 0.077565000000000009 -1.0000000180025095e-35 -0.075329999999999994 -0.053579999999999996 0.051320000000000005 -0.10203999999999998 0.092235000000000025 1.0000000180025095e-35 0.097825000000000009 0.087380000000000013
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 -6 9 11 -8 -11 12 -9 -7 15 -12 18 -15 -16
right_child=1 2 -4 4 5 13 7 8 -10 10 14 -13 -14 17 16 -17 -18 -19 -20
leaf_value=-0.0008802174523255675 -0.00089210771070659986 -0.0006715754004226693 -0.00074151946225482128 -0.00044863186814562392 0.00079084985385771364 0.0010100855923091349 -0.00056263099753697365 0.00025117167198051579 0.00067511496254679128 -0.00060235319403906978 -0.00034420323962801823 -0.0010247192945069272 -0.00069525850598616229 -0.00010692893724047474 0.0012315172804908776 0.00058831689946264084 0.00026706142099193144 0.00064223691954684917 0.00058535467776839106
leaf_weight=0.0012777534014166139 0.001009024004015562 0.0011899200624050357 0.0011797131826387633 0.0019650815464213834 0.0017847171039749856 0.0016060686376585176 0.0016058494770621263 0.0014195916676764848 0.0011854091788736643 0.0012359228716540827 0.0013549731433954932 0.0017505155633159046 0.0012573361777443448 0.0010811024970678318 0.0015222576061120268 0.0018592052967076889 0.0016526677994996852 0.001421798740665281 0.00116804579948937
leaf_count=491 215 53 74 142 234 123 486 241 78 40 69 262 133 26 90 121 141 49 53
internal_value=0 3.09622e-05 6.64574e-05 0.000104493 0.000143179 0.000196269 0.000105614 2.92355e-05 -0.000269224 0.00019033 0.00032784 -0.000522062 -0.000193361 0.000588906 0.000479968 0.000195203 0.000690719 0.000318642 0.000950974
internal_weight=0 0.0272492 0.0262402 0.0250605 0.0238705 0.0219055 0.0177965 0.0160118 0.00561285 0.0103989 0.00879307 0.00442744 0.00267693 0.00410897 0.00755715 0.00321418 0.00434297 0.0025029 0.0026903
internal_count=3121 2630 2415 2341 2288 2146 1948 1714 714 1000 514 636 374 198 474 190 284 75 143
is_linear=0
shrinkage=0.00145689


Tree=1796
num_leaves=24
num_cat=0
split_feature=1213 160 14 484 3 453 376 376 4 52 1 16 42 0 12 1374 16 1 43 484 16 0 15
split_gain=0.000485222 0.000503465 0.000359763 0.000363793 0.000351171 0.000405122 0.000342852 0.000444766 0.000462235 0.000408168 0.000395721 0.000397532 0.000381102 0.000428025 0.000493386 0.000416874 0.000401921 0.000358663 0.000295113 0.000278549 0.000168372 0.000119292 0.000112486
threshold=-1.0000000180025095e-35 -0.40698999999999991 0.076975000000000002 0.085515000000000022 0.30112000000000005 1.0000000180025095e-35 0.11430500000000002 0.048375000000000008 -0.27825499999999997 0.084505000000000011 0.12500000000000003 0.22339500000000004 -1.0000000180025095e-35 -0.060129999999999996 0.090995000000000006 -0.094929999999999987 -0.083539999999999989 0.094465000000000007 -0.074359999999999996 0.096415000000000015 -0.23935499999999996 -0.10607499999999999 -0.094549999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 8 9 -3 11 12 -10 14 15 -14 20 -18 -12 -5 -17 -16 -22
right_child=1 2 -4 19 -6 -7 -8 -9 10 -11 18 -13 13 -15 21 16 17 -19 -20 -21 22 -23 -24
leaf_value=-0.00080377662424524444 -0.00089415831778382783 -0.0010730243703254594 -0.0006816783267459001 0.00099864232638350019 0.00085449748205245824 -0.00080799717472884497 -0.00069067618847741834 0.00084908833852875073 -0.0004687366897141722 2.1504682589743647e-07 0.0011183049927732942 -0.00080413658534993898 -0.00054250338341912084 0.00086805570608524112 -0.0001970096926272804 0.00028956813618304111 -0.00046237221252965811 0.00051174594212165052 0.00011702801089915852 0.00011234388770227833 0.001258110419278495 -0.00084019097540312501 0.00064823295384740102
leaf_weight=0.0014302426567040219 0.0011092665233263512 0.0012755192239079982 0.0012038176532116465 0.0014708896945028185 0.0010096900815974577 0.00112720099106589 0.0011544065243060944 0.0014229871022913834 0.0019542780099749977 0.0015263969020171686 0.0012664996129012618 0.0010172573465019536 0.0010868630527056666 0.0016170849329358453 0.001295279388893178 0.0012612958119833095 0.001527789739635326 0.0014395142713414799 0.0010605648884914878 0.0013187570431921758 0.0010747387403173825 0.0010035536327233779 0.0013230392446543721
leaf_count=491 215 144 74 141 105 59 22 103 447 26 53 196 22 68 35 81 300 38 56 125 25 211 84
internal_value=0 3.13589e-05 6.74608e-05 0.000100575 4.59002e-05 1.10609e-05 5.24488e-05 9.30049e-05 3.84729e-05 -0.000488357 0.000125675 4.01998e-05 0.000103432 0.000199585 9.16174e-05 0.000261322 0.000393166 1.01972e-05 0.000661971 0.00057966 0.000703732 -0.00047779 0.000921594
internal_weight=0 0.0295467 0.0284374 0.0272336 0.024444 0.0234343 0.0223071 0.0211527 0.0197297 0.00280192 0.0169278 0.0146007 0.0135834 0.0116292 0.0100121 0.00771324 0.00662638 0.0029673 0.00232706 0.00278965 0.00365907 0.00229883 0.00239778
internal_count=3121 2630 2415 2341 2075 1970 1911 1889 1786 170 1616 1507 1311 864 796 550 528 338 109 266 190 246 109
is_linear=0
shrinkage=0.00140032


Tree=1797
num_leaves=23
num_cat=0
split_feature=1213 160 14 3 1374 52 157 159 453 130 484 12 50 52 12 2 13 12 15 0 52 42
split_gain=0.000510704 0.000482157 0.000355115 0.000439551 0.000355833 0.000331465 0.000457436 0.00043219 0.000381632 0.000417379 0.0003546 0.000326935 0.000319799 0.000290372 0.000264346 0.000368237 0.000259685 0.000225342 0.000183105 0.000151999 0.000146121 0.000139477
threshold=-1.0000000180025095e-35 -0.40698999999999991 0.076975000000000002 0.30112000000000005 -0.094929999999999987 -0.43320999999999993 -0.077384999999999995 0.10519500000000001 1.0000000180025095e-35 -0.0015749999999999998 -1.0000000180025095e-35 0.11650500000000001 0.099450000000000011 0.11434500000000002 0.10097500000000002 0.086885000000000004 -0.086589999999999986 0.085440000000000016 -0.016799999999999995 -0.17169499999999996 1.0000000180025095e-35 0.085935000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 -7 8 9 -8 -11 12 13 14 15 16 -12 19 -18 -17 -21 -19
right_child=1 2 -4 -5 5 6 7 -9 -10 10 11 -13 -14 -15 -16 17 18 21 -20 20 -22 -23
leaf_value=-0.00095549137610008222 -0.001034028174023631 -0.00076160310620359845 -0.00074356302449527574 0.0011127903920542404 -0.00074539976670673748 0.00091212428467768013 -0.00068431225755785554 -0.00089193277052485357 -0.00070496414422531082 -0.00053174659172870373 -0.00073549601752638223 -0.00050717658313787493 0.0012543042900009661 -0.00029587486917634668 0.001077847823569282 0.00074393723445820271 -0.00020015443123546785 0.0012863112249270629 0.00058748939665972683 -0.00034874418408536897 0.00047804933283428778 0.00058403921308159822
leaf_weight=0.0013562717288475015 0.0010087070567787312 0.0012037264446025367 0.0012494285665045615 0.0010576960029013973 0.0010542800248860206 0.0018408236571614825 0.001222377862939438 0.0010546707836330263 0.0012269531159007077 0.0012633491193815146 0.0010005556079071276 0.0010588267424944684 0.0010146435362751735 0.0015920958152704787 0.0013516314004697891 0.0012117403362443763 0.0014638752769168401 0.001285794117699246 0.001472145840011322 0.0011178363122813289 0.0010136146409678304 0.0015525149652946268
leaf_count=491 215 50 74 130 271 203 188 149 55 286 73 42 65 80 87 51 92 99 161 132 32 95
internal_value=0 3.59371e-05 7.6961e-05 0.000117872 7.40276e-05 0.000118149 0.00016002 9.0457e-05 0.000145428 0.000204641 0.000270905 0.000337903 0.00040147 0.000335221 0.000422823 0.000335321 -4.16696e-05 0.000575401 0.000194777 0.000297972 4.44387e-05 0.000902178
internal_weight=0 0.0273173 0.0263086 0.0250592 0.0240015 0.0227977 0.0217434 0.0199026 0.018848 0.017621 0.0163986 0.0151353 0.0140764 0.0130618 0.0114697 0.0101181 0.00393658 0.0061815 0.00293602 0.00334319 0.00213145 0.00283831
internal_count=3121 2630 2415 2341 2211 2161 1890 1687 1538 1483 1295 1009 967 902 822 735 326 409 253 215 164 194
is_linear=0
shrinkage=0.00157699


Tree=1798
num_leaves=14
num_cat=0
split_feature=1374 457 11 15 2 49 42 52 15 51 3 4 12
split_gain=9.53508e-05 0.00021799 0.000140611 0.000106427 0.000111861 0.000203594 0.000180783 0.000138799 0.000154414 0.00029578 0.000215888 0.000158847 8.09539e-05
threshold=-0.094929999999999987 0.088350000000000026 0.087830000000000005 0.095175000000000023 0.116525 0.088340000000000016 0.091545000000000015 0.11434500000000002 -0.016799999999999995 -0.010009999999999998 0.10542000000000001 -1.0000000180025095e-35 0.084100000000000022
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 9 -2 12 -11 -10
right_child=1 -3 -4 -5 5 -7 -8 -9 10 11 -12 -13 -14
leaf_value=-0.00188961592915296 -0.0031262365837657889 0.002734388420200796 -0.0023336676668463544 -0.0015379710451240861 0.0035867783643646982 -0.00036516929119615257 -0.002022072043855557 -0.0017674777707323234 0.0014667099513166902 0.0025336367665054005 0.0034515750983609397 -0.00044248323587304578 -0.0003847750788133608
leaf_weight=0.0010036322328899052 0.0010989380285111663 0.0011402693774197744 0.0010255539923990078 0.0014761062015679277 0.0010033117227749586 0.001034944274389743 0.0015146473928961549 0.0011373903032333025 0.0017828007270357374 0.0011160697589951557 0.0013222953361378131 0.0018838587413740901 0.0019133655023286303
leaf_count=55 192 119 118 360 185 121 360 199 224 236 35 252 665
internal_value=0 9.18851e-05 -9.28664e-05 5.74936e-05 0.000228057 0.00158014 -6.10068e-06 0.000291663 0.000548542 -0.000351658 0.00128379 0.000664729 0.000508266
internal_weight=0 0.0174496 0.0163093 0.0152837 0.0138076 0.00203826 0.0117694 0.0102547 0.00911733 0.00409887 0.00501846 0.00299993 0.00369617
internal_count=3121 3066 2947 2829 2469 306 2163 1803 1604 680 924 488 889
is_linear=0
shrinkage=0.00625138


Tree=1799
num_leaves=23
num_cat=0
split_feature=1213 160 14 157 453 1374 16 1 4 16 0 15 43 0 40 42 160 0 4 16 0 2
split_gain=0.000477737 0.000425247 0.000432424 0.000399427 0.000298757 0.00030165 0.000330421 0.00039217 0.00042316 0.000375491 0.000272992 0.000262974 0.000272345 0.00025373 0.000196609 0.000413051 0.0002286 0.000293177 0.000226701 0.000386032 0.000178723 0.000138839
threshold=-1.0000000180025095e-35 -0.40698999999999991 0.076975000000000002 -0.073574999999999988 1.0000000180025095e-35 -0.094929999999999987 -0.056919999999999991 0.077565000000000009 -0.083854999999999985 -0.008904999999999998 -0.077809999999999976 -0.10203999999999998 -0.0037449999999999996 -0.15350499999999997 0.064905000000000018 -1.0000000180025095e-35 0.08325500000000001 -0.060129999999999996 -0.49405499999999997 0.22339500000000004 -0.11756999999999999 0.092235000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 20 5 -5 7 8 -7 -8 11 21 -13 -14 15 -11 17 -17 -19 -20 -3 -9
right_child=1 2 -4 4 -6 6 9 10 -10 14 -12 12 13 -15 -16 16 -18 18 19 -21 -22 -23
leaf_value=-0.00091081509183188816 -0.00093520613117213723 0.0011233994598975072 -0.00082180280193485343 -0.00067836304233564646 -0.00067617390601953985 0.000492035872338423 -0.00094096764011157759 -0.00034294735618109928 -0.00080285190036562292 -0.00088417744073640981 0.0011062327197724914 -3.7384183761323994e-05 0.00039710878950107613 0.0013231025545222157 0.00062569100891076031 -0.00059614801568648457 0.00064517052095139121 -0.00034569565676282829 0.001136028447501988 -0.00012685441379711244 0.00025636251684812837 0.00031303138953991244
leaf_weight=0.0013112628192332989 0.0010170403888280352 0.0011857634236775993 0.0012069401829797313 0.0011141109512635685 0.0012399080738706427 0.0010447846199246325 0.0010181598591021976 0.0013442822506917152 0.0013028802539944108 0.0011680283100020438 0.0013250462670126211 0.0010447540882108086 0.0013228192620786628 0.0013986836425536929 0.0011169006689648597 0.0015695077313847569 0.0013690002320785322 0.0011650200331958516 0.0010696021943701374 0.0011583296628001616 0.0010127078238276179 0.0016525987877379356
leaf_count=491 215 32 74 27 72 111 176 69 383 137 204 81 49 70 23 239 88 82 35 51 319 93
internal_value=0 2.61695e-05 6.40233e-05 0.000107444 4.69967e-05 8.93231e-05 0.000131937 0.000318806 -0.000226586 -7.04723e-05 0.00047711 0.000353851 0.00062047 0.000873012 3.23903e-05 -5.59702e-05 9.68176e-05 -5.44573e-05 0.000196117 0.00047944 0.000724006 1.87853e-05
internal_weight=0 0.0268469 0.0258298 0.0246229 0.0224244 0.0211845 0.0200704 0.0104358 0.00234766 0.00963455 0.00808818 0.00676314 0.00376626 0.0027215 0.00861639 0.00749949 0.00633146 0.00496246 0.00339295 0.00222793 0.00219847 0.00299688
internal_count=3121 2630 2415 2341 1990 1918 1891 1060 494 831 566 362 200 119 655 632 495 407 168 86 351 162
is_linear=0
shrinkage=0.00151575


Tree=1800
num_leaves=15
num_cat=0
split_feature=1 4 4 403 4 157 14 2 16 51 12 16 39 51
split_gain=9.31765e-05 0.000179105 0.000167626 0.000158187 0.000257641 0.000203489 0.000178817 0.000151482 0.000239482 0.000234886 0.000225364 0.000148985 0.000129775 5.52572e-05
threshold=0.077565000000000009 -0.083854999999999985 -0.49405499999999997 0.03138500000000001 -0.064804999999999988 -0.05495499999999999 -0.10708499999999999 0.089885000000000007 -0.51370499999999997 0.086685000000000012 0.10312500000000001 0.0047850000000000011 0.0046100000000000004 0.067785000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 13 -6 -7 10 -9 -10 12 -3 -8 -2
right_child=3 11 -4 -5 5 6 7 8 9 -11 -12 -13 -14 -15
leaf_value=-0.0014832452916083115 -0.0027954340360080874 -0.0030987205035033867 0.001396471815242165 0.002498844342913616 0.0029257366097160732 -0.0018680363151188199 -0.0019760352170090966 -0.00056584509643870439 0.0043093309579432856 0.00050140938508266885 0.00212972362219261 -0.00012475729296562756 0.00059166975487514976 -0.00085789325303957083
leaf_weight=0.0011325553055296783 0.0010337135421399366 0.0014048161162271647 0.0018427357204643105 0.0010063667284150321 0.0010387982624994194 0.0012787327464001139 0.0019645619667195404 0.0013628897728032302 0.0012234514538923269 0.0010399244160872456 0.0010121487018501796 0.0010011203960950104 0.0010471199305433568 0.0010097089766669676
leaf_count=35 359 986 318 109 149 90 223 101 127 68 58 297 101 100
internal_value=0 -0.000666123 0.000300297 0.000255426 6.74573e-05 0.000458096 0.000171006 0.000511837 0.00138503 0.00255975 -0.000275085 -0.00186124 -0.00108328 -0.00183804
internal_weight=0 0.00538123 0.00297529 0.0130174 0.012011 0.00996763 0.00892883 0.0076501 0.00362627 0.00226338 0.00402383 0.00240594 0.00301168 0.00204342
internal_count=3121 1636 353 1485 1376 917 768 678 296 195 382 1283 324 459
is_linear=0
shrinkage=0.00589082


Tree=1801
num_leaves=24
num_cat=0
split_feature=1213 14 402 3 124 39 16 157 151 160 0 15 49 48 151 484 4 16 1 47 15 1 12
split_gain=0.000502723 0.000470074 0.000378693 0.000378137 0.000426248 0.000436021 0.000560187 0.000518743 0.000512317 0.00076125 0.00049664 0.000599802 0.000418915 0.000371097 0.000368957 0.000346254 0.000248335 0.00020251 0.00035323 0.000245908 0.000257103 0.000167712 4.50279e-05
threshold=-1.0000000180025095e-35 0.076175000000000007 0.073745000000000019 0.30112000000000005 -0.043384999999999993 0.15438500000000002 0.16703000000000004 -0.073574999999999988 -0.090369999999999992 -1.0000000180025095e-35 0.18019500000000002 -0.031204999999999997 0.094245000000000009 0.084670000000000009 0.077805000000000013 0.079595000000000013 0.0049200000000000008 -0.056919999999999991 0.077565000000000009 0.09364500000000002 0.035560000000000008 0.097290000000000015 0.095175000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 21 6 7 -6 -9 15 11 -8 13 17 16 -10 -15 18 -11 20 -20 -2 -13
right_child=1 -3 -4 -5 5 -7 10 8 9 12 -12 22 -14 14 -16 -17 -18 -19 19 -21 -22 -23 -24
leaf_value=-0.0009205749759869298 0.00021741466246831735 -0.00085728279764049435 0.00077741234239795624 0.00088243771917741935 0.00080002298340841336 0.00091796309229159043 9.0356707653416612e-06 -0.00092000056508863737 -0.0013559868440627932 -0.00016976155373309634 0.00033963345637473351 -0.0015462080212407679 0.0010369335342747899 -0.0011924575982704369 0.00033715157813715506 -0.00019923290760856527 -0.00016615392508061559 -0.00018963252400678779 0.0012615238204488326 -5.430875900514948e-06 0.00034842343036502492 0.0011054976707602375 -0.0011098382258631437
leaf_weight=0.0014090688291242262 0.0010142946883249229 0.001378710279882788 0.0016876625567530589 0.0011686501543151087 0.0017551937714915802 0.0010112375342767868 0.0011747703492481498 0.0015841350893336928 0.0012368517425629536 0.0017958438537193306 0.0010183169356423605 0.0012592943447522478 0.0011831417310971823 0.0012180944475230771 0.0012189425086575056 0.0012373088589584524 0.0010487986657210513 0.0018248927189664704 0.0017436077138492934 0.0010108880875705495 0.0012768963742342265 0.0010188757353132016 0.0010255510889068953
leaf_count=491 40 87 247 107 248 28 221 88 297 271 10 104 83 64 17 103 33 140 80 27 113 162 60
internal_value=0 2.44168e-05 6.70499e-05 2.23593e-05 -1.68165e-05 -7.52779e-05 -0.000119696 1.22592e-06 -8.43721e-05 5.09902e-06 -0.000609401 -0.000888744 0.000162251 6.93367e-05 -0.000348789 -0.000777503 -0.000717629 0.000259809 0.000400558 0.000654616 0.000875517 0.000662457 -0.00135034
internal_weight=0 0.029892 0.0285132 0.0268256 0.0256569 0.0236238 0.0226125 0.0181346 0.0163794 0.0147953 0.00447793 0.00345962 0.0123211 0.011138 0.00348584 0.00247416 0.00226689 0.00765213 0.00582724 0.00403139 0.0030205 0.00203317 0.00228485
internal_count=3121 2630 2543 2296 2189 1987 1959 1564 1316 1228 395 385 828 745 114 400 97 631 491 220 193 202 164
is_linear=0
shrinkage=0.00154607


Tree=1802
num_leaves=14
num_cat=0
split_feature=1374 457 484 1 42 151 2 3 42 15 3 52 4
split_gain=8.88224e-05 0.000184826 0.000116691 0.000118987 0.000212898 0.000215785 0.000201157 0.000186608 0.000179052 0.000209424 0.000158625 7.50761e-05 9.94971e-05
threshold=-0.094929999999999987 0.088350000000000026 -1.0000000180025095e-35 0.12811000000000003 0.091545000000000015 -0.076249999999999984 0.11293500000000002 0.11296500000000002 0.08623500000000002 0.084050000000000014 0.088060000000000013 -1.0000000180025095e-35 -0.0065699999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 8 -5 9 10 11 -7 -13
right_child=1 -3 3 7 -6 6 -8 -9 -10 -11 -12 12 -14
leaf_value=-0.0014658947880269754 -0.0016717743759679837 0.002043232851180919 -0.0016337748685215728 0.0024717588187748228 -0.0017058919519797812 0.0016333037317626115 0.0020583403741006407 -0.00042365367682980587 0.0018340470020856146 -0.0023170886407100828 -0.0010478154327909475 0.0013287475804918977 -0.00076491845099222768
leaf_weight=0.0010033080448943457 0.0010660967977529209 0.0011251843242208034 0.0015146992953953839 0.0011994285959996626 0.0018701550273687315 0.0014507262904746654 0.0015628815794147552 0.001059890691053611 0.0012475282053285575 0.0010375153588055297 0.0018921597743606355 0.0010412783636586315 0.0012779920413347173
leaf_count=55 493 119 220 122 488 231 147 105 284 468 83 127 179
internal_value=0 7.27151e-05 -6.39771e-05 4.9131e-05 -0.000137351 0.000128724 0.000409442 0.00111346 8.51733e-05 -0.00024048 0.000140031 0.000736211 0.000175071
internal_weight=0 0.0173455 0.0162204 0.0151543 0.0128949 0.0110248 0.00951008 0.00225932 0.0079472 0.00669967 0.00566216 0.00377 0.00231927
internal_count=3121 3066 2947 2454 2227 1739 1519 227 1372 1088 620 537 306
is_linear=0
shrinkage=0.00502775


Tree=1803
num_leaves=14
num_cat=0
split_feature=1 0 4 15 2 403 4 3 47 1 3 1 16
split_gain=8.82649e-05 0.000160253 0.000182014 0.00012717 0.000121865 0.00012569 0.000234912 0.00014493 0.000145546 0.000291855 0.000166844 0.000235775 0.000101604
threshold=0.077565000000000009 0.024095000000000002 -0.49405499999999997 0.083935000000000023 0.13754500000000003 0.017340000000000005 -0.034939999999999992 -0.10519499999999998 0.092530000000000015 0.12408500000000001 0.12178000000000001 0.094090000000000021 -0.070454999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 -2 -8 10 -10 11 -9 -13
right_child=4 2 -4 -5 -6 -7 7 8 9 -11 -12 12 -14
leaf_value=-0.0025923187514276585 -0.001883013636300076 -0.0012807826535146389 0.0017005908553414393 -0.00019820984639048973 0.002084988328910175 0.0019534984578828641 0.0018096201455378889 -0.0005210626271612848 -0.0030061313171903335 0.00085670678286184875 -0.0012890431751610308 0.0011314684104427914 0.0035662127865799193
leaf_weight=0.0015494953943837242 0.0018721982971837978 0.0011260686639572165 0.001435199022719047 0.0012235114663680172 0.001014157802216962 0.001008909442274942 0.0015719568999517817 0.0016077448277677072 0.0012636801273279152 0.0011522739163751794 0.0012129750547635876 0.0011014960085916235 0.0010146564810022103
leaf_count=857 518 34 49 696 160 101 113 131 140 31 57 127 107
internal_value=0 -0.000611304 0.000389821 -0.00153599 0.000238418 7.97925e-05 -9.52935e-05 0.000279726 -4.73494e-05 -0.00116378 0.000498995 0.00108141 0.00229888
internal_weight=0 0.00533427 0.00256127 0.00277301 0.01282 0.0118059 0.010797 0.00892478 0.00735283 0.00241595 0.00493687 0.0037239 0.00211615
internal_count=3121 1636 83 1553 1485 1325 1224 706 593 171 422 365 234
is_linear=0
shrinkage=0.00555105


Tree=1804
num_leaves=14
num_cat=0
split_feature=41 484 457 1 12 52 15 151 51 3 4 47 50
split_gain=8.55364e-05 0.000118319 0.000100863 0.000151436 0.000202505 0.00014641 0.000229828 0.000122636 0.000211737 0.000138117 0.000330543 0.000190317 0.000107014
threshold=0.078475000000000017 0.085515000000000022 -0.0029299999999999994 0.077565000000000009 0.095330000000000012 0.091275000000000009 0.035560000000000008 0.056735000000000001 0.078435000000000019 0.11296500000000002 0.053180000000000012 0.092710000000000015 0.083640000000000006
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 10 -5 -12 -10
right_child=-2 -3 3 7 -6 -7 -8 -9 12 -11 11 -13 -14
leaf_value=-0.001691261424955676 -0.0016224485592552628 0.0014889597131329292 -0.0030450045762408584 -0.0013158363454161179 -0.0031035658456284353 0.0016245984335415814 0.00084119634003627626 -0.0013687298239022732 0.0033224834347422029 -0.0015870437801036501 0.0035232254426145475 0.00046127808110292843 0.0008180085689545579
leaf_weight=0.001240397478922955 0.0010744453591077221 0.0018701472625380624 0.0010184367572691659 0.0018888307219006029 0.0010517083146336509 0.0010939186621401961 0.0010968058789119356 0.0011049366592558183 0.0013213074301967609 0.0012812017047970636 0.0013004324995628813 0.0015369691940011893 0.0010727087794576429
leaf_count=212 148 331 303 556 344 231 410 66 96 109 132 77 106
internal_value=0 9.17462e-05 -8.23647e-05 6.25932e-05 -0.000860243 -0.00012506 -0.00102991 0.000476219 0.000718861 0.000128503 0.000593558 0.00186462 0.00220028
internal_weight=0 0.0168778 0.0150077 0.0137673 0.00426087 0.00320916 0.00211524 0.00950639 0.00840145 0.00600743 0.00472623 0.0028374 0.00239402
internal_count=3121 2973 2642 2430 1288 944 713 1142 1076 874 765 209 202
is_linear=0
shrinkage=0.00589082


Tree=1805
num_leaves=23
num_cat=0
split_feature=3 1213 160 124 402 52 1348 484 1374 15 150 52 133 52 43 16 16 3 16 0 0 2
split_gain=0.000515121 0.000421811 0.000397828 0.000300647 0.000318821 0.000460222 0.000280633 0.000444884 0.0004792 0.000328876 0.000324431 0.000267223 0.000305978 0.000462497 0.000272363 0.000552083 0.000240427 0.000324081 0.000299536 0.000238209 0.000232347 0.000110432
threshold=0.30112000000000005 -1.0000000180025095e-35 -0.40698999999999991 -0.043384999999999993 0.073745000000000019 -0.43320999999999993 0.084620000000000015 -0.0068949999999999992 -0.094929999999999987 -0.03241999999999999 -1.0000000180025095e-35 0.11434500000000002 0.10622000000000002 0.077655000000000016 -0.088004999999999986 -0.23935499999999996 -0.056919999999999991 0.090900000000000009 0.051380000000000002 -0.11013499999999998 -0.063634999999999983 0.083795000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 20 5 -5 7 -7 -9 10 -10 12 13 14 -11 -16 17 19 -18 -12 -4 -17
right_child=-2 2 3 4 -6 6 -8 8 9 11 16 -13 -14 -15 15 21 18 -19 -20 -21 -22 -23
leaf_value=-0.00094532860844484751 0.00071737148471130198 -0.0010052865589805155 -7.1658398124457701e-05 -0.0011347692901041873 0.00055119586761045254 -0.00098874868315821252 0.00055714746056512599 -0.00092004411483208965 -0.00058058534381916357 0.00015574624003645719 -0.00026267954483093155 -0.00088914032070749286 -0.00084715107960417935 0.00055034503554014552 0.0001927565881046998 -0.0006181696813466125 -0.00055767309456224005 0.0010714788277501051 0.00039384467880737079 0.00054807348056936744 0.00086944980931062525 -0.001257982621106444
leaf_weight=0.0014209268210485229 0.0012483537224343691 0.0010531034741629161 0.0010579732840940714 0.0010063506448454674 0.0011355351340532225 0.0013155489813859575 0.001003714321813314 0.001448098353106885 0.0010792460153847827 0.0019174873757976654 0.0012305472931091188 0.0011502414062665159 0.0011284998949854241 0.001806610320581381 0.0013660193253599495 0.0010231287301271322 0.0013114111956347057 0.0011952154679981675 0.0012838360758014034 0.0016818516854138488 0.0010012387472511921 0.0010952669495662981
leaf_count=491 132 215 153 266 192 377 44 47 40 87 52 61 158 147 27 109 89 41 74 150 78 91
internal_value=0 -0.00020219 -0.000162026 -0.000126839 -0.000172394 -0.000209669 -0.000165415 -0.000201617 -0.000146294 -8.14121e-05 0.000131955 -0.00025643 -0.000169137 -6.29928e-05 -0.000268117 -0.000501371 0.000246683 0.000457489 -8.69693e-05 0.000205514 0.000385931 -0.00094897
internal_weight=0 0.0277119 0.0262909 0.0252378 0.0231786 0.0220431 0.0210367 0.020033 0.0187175 0.0172694 0.00778211 0.00948725 0.00833701 0.00720851 0.0054019 0.00348442 0.00670286 0.00410761 0.00259525 0.0029124 0.00205921 0.0021184
internal_count=3121 2989 2498 2283 2052 1860 1594 1550 1173 1126 446 680 619 461 314 227 406 243 163 202 231 200
is_linear=0
shrinkage=0.00140032


Tree=1806
num_leaves=13
num_cat=0
split_feature=11 4 16 2 150 42 2 48 2 2 3 15
split_gain=8.02561e-05 9.90634e-05 0.000132008 0.000156866 0.00016741 0.000185024 0.000133179 0.000120508 0.000131085 0.000133795 0.000112115 0.000211055
threshold=0.087830000000000005 0.27287000000000006 -0.36241499999999999 0.10981000000000002 0.088380000000000014 0.091735000000000025 0.13712500000000002 0.082620000000000013 0.084245000000000014 0.096540000000000015 -0.078934999999999991 -0.016799999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -5 8 10 -10 -4 -12
right_child=-2 -3 3 6 -6 -7 -8 -9 9 -11 11 -13
leaf_value=-0.0017471370938241884 -0.0015872049288747419 0.0013225493246606704 -0.00071854517269060944 0.0021718080535601345 -0.0024827523890705114 -0.0021129759544497402 -0.00044354588442598991 0.0017392984333478613 -0.0024237178656509096 0.00022330122452580642 -0.00017617583318111266 0.0032948228220227868
leaf_weight=0.0014945559827717033 0.0010690462641903533 0.0019589679743484195 0.001311929072771667 0.001987033674024725 0.0010433017417630095 0.0012404824420963684 0.0010237715016534477 0.0016712532059926788 0.0012661503846665007 0.0013902039267487745 0.0013255976640702549 0.0011228276661432481
leaf_count=136 121 314 366 231 143 389 108 292 702 172 66 81
internal_value=0 7.72974e-05 -8.66732e-05 9.87665e-05 -0.000244859 5.42867e-06 0.0012825 0.000330337 -3.66321e-05 -0.0010384 0.000671027 0.0014156
internal_weight=0 0.0168361 0.0148771 0.0133826 0.0103717 0.00932844 0.00301081 0.00808796 0.00641671 0.00265635 0.00376035 0.00244843
internal_count=3121 3000 2686 2550 2211 2068 339 1679 1387 874 513 147
is_linear=0
shrinkage=0.00589082


Tree=1807
num_leaves=14
num_cat=0
split_feature=484 15 3 3 1 3 12 47 48 160 0 3 43
split_gain=7.93824e-05 9.49023e-05 0.000261811 0.000159449 0.000133381 0.000203347 0.000211839 0.000188685 0.000157436 0.000268078 0.000191482 0.000126957 0.000110367
threshold=-0.0068949999999999992 1.0000000180025095e-35 0.013900000000000001 -0.08824499999999999 1.0000000180025095e-35 0.097915000000000016 1.0000000180025095e-35 0.087885000000000019 0.086260000000000017 -0.080934999999999993 -0.098289999999999975 0.10893000000000001 -0.074359999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 6 -2 8 9 -6 -11 12 -9
right_child=1 2 -4 -5 7 -7 -8 11 -10 10 -12 -13 -14
leaf_value=-0.0016154913279970839 0.00010238326617825408 -0.0014042399200506536 -0.0033165832205632969 0.0014603844384200515 8.6114952142001347e-05 0.0014149240719389462 -0.0038543642239485809 0.001752298059747622 -5.6550616734661915e-05 0.0053501811859092124 0.0017067095316932875 -0.0020000381870030354 -0.00083570694594470643
leaf_weight=0.0011419083965658319 0.0010613063997251286 0.0013435062820484622 0.0011170237868367572 0.0017463997463627095 0.0013986306581429964 0.0011308333650958957 0.0010538693467056614 0.001291091119600421 0.0017213799814712605 0.0011534337693859245 0.0011025216785835118 0.0012004769564697426 0.0012847791183276669
leaf_count=503 82 310 67 706 137 19 519 87 149 113 292 53 84
internal_value=0 8.84873e-05 -0.000722829 0.000214832 0.000363779 -0.00072498 -0.00186903 0.000749924 0.00150222 0.00223642 0.00356956 -0.00032103 0.000461466
internal_weight=0 0.0166053 0.00420693 0.00308991 0.0123983 0.00324601 0.00211518 0.00915231 0.00537597 0.00365459 0.00225596 0.00377635 0.00257587
internal_count=3121 2618 1083 1016 1535 620 601 915 691 542 405 224 171
is_linear=0
shrinkage=0.00625138


Tree=1808
num_leaves=13
num_cat=0
split_feature=52 133 376 50 3 157 13 457 52 47 15 1
split_gain=8.1423e-05 0.000150795 0.000205612 0.000116956 0.00020377 0.000189325 0.000204908 0.000138977 0.000168978 0.000138067 0.000216321 0.000129486
threshold=-0.28430999999999995 0.10622000000000002 0.048375000000000008 0.10124500000000002 -0.15447499999999995 -0.08107499999999998 -0.091904999999999987 0.060310000000000009 -0.021869999999999997 0.092710000000000015 -0.008624999999999999 0.08844500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 11 8 -8 10 -10 -7
right_child=1 -3 -4 -5 5 6 7 -9 9 -11 -12 -13
leaf_value=-0.0013367361355429369 0.0030216479062576741 -0.0022592786153928985 0.0028650366484498399 -0.0020128340070279401 0.0026561318308847819 -0.00028496540629409833 -0.0031484363071805077 0.00093267677139893368 0.0022910507560312257 -0.0027189789127254221 -0.0012901177027330631 0.0022862053801494904
leaf_weight=0.0017831594595182623 0.0010257067457076783 0.0010437187927984154 0.0012121619515034219 0.0010528111714049335 0.0010292807872167584 0.0015790938189611265 0.0015885818231980188 0.0014101522613226836 0.0011376836675621189 0.0010199796453696786 0.001913742917129202 0.0017431837225261315
leaf_count=344 97 408 141 276 163 165 265 124 217 98 647 176
internal_value=0 0.000129608 0.00029908 6.86868e-05 0.000244743 -4.63187e-06 -0.000268158 -0.000894197 -0.00134935 -0.000647385 4.50732e-05 0.00106412
internal_weight=0 0.0157561 0.0147124 0.0135002 0.0124474 0.0114217 0.0103924 0.00707014 0.00565999 0.00407141 0.00305143 0.00332228
internal_count=3121 2777 2369 2228 1952 1855 1692 1351 1227 962 864 341
is_linear=0
shrinkage=0.00650394


Tree=1809
num_leaves=14
num_cat=0
split_feature=11 3 1 4 2 2 16 13 16 52 15 0 42
split_gain=7.86511e-05 0.00012552 0.000117077 0.000137043 0.00018762 0.000261 0.000133969 0.000181481 0.000120543 0.00010905 0.000105958 9.17536e-05 8.25082e-05
threshold=0.081790000000000015 -0.12018999999999998 0.094385000000000011 -0.083854999999999985 0.092365000000000017 0.088930000000000023 -0.36241499999999999 -0.080519999999999994 0.033715000000000009 0.084240000000000023 -0.016799999999999995 -0.11437499999999999 0.075730000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 9 5 -5 -4 -8 11 -3 -10 -9 -1
right_child=-2 2 6 4 -6 -7 7 8 10 -11 -12 -13 -14
leaf_value=0.0026172357467458573 -0.0014079578785579322 0.0018468247966450112 -0.0011804823340257422 -0.0019868362028196427 -0.0031710603425799296 0.0017244949127181142 0.0028405161763984436 1.9568224667321246e-05 -0.0017698682414245919 -0.00081592848855912311 0.00077791885033994381 0.0024206476155143254 0.00023459922007571256
leaf_weight=0.0010896396317466852 0.0013519432956026192 0.001101652375478419 0.0015317625042605976 0.0016602857843799976 0.0013645294567643899 0.0011635686262961437 0.0012563857711045401 0.0011184697745243444 0.0013667857090473301 0.0011196361160952378 0.0010360497424517501 0.0011816428205258522 0.0010121250313588348
leaf_count=93 175 161 206 816 572 228 152 81 106 219 85 140 87
internal_value=0 0.000101289 -0.000105635 -0.000701773 -0.0013416 -0.000457583 0.000404443 0.000811826 0.000269865 0.000504669 -0.000671319 0.00125308 0.00146985
internal_weight=0 0.0160025 0.0139008 0.00640967 0.00418838 0.00282385 0.0074911 0.00595933 0.00470295 0.00222129 0.00240284 0.00230011 0.00210176
internal_count=3121 2946 2766 1996 1616 1044 770 564 412 380 191 221 180
is_linear=0
shrinkage=0.00600863


Tree=1810
num_leaves=12
num_cat=0
split_feature=147 52 1 52 0 4 0 2 3 1 1
split_gain=7.1323e-05 0.000118406 0.000198435 0.000214981 0.000185959 0.000167979 0.000141562 0.000149141 0.000199258 0.000131581 5.45791e-05
threshold=0.089025000000000007 -0.40306999999999998 0.14000500000000002 0.11434500000000002 -0.077999999999999986 -0.27825499999999997 -0.10011499999999998 0.11215000000000001 0.090900000000000009 0.094385000000000011 0.080000000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 7 8 9 -3 -7
right_child=-2 2 -4 -5 5 10 -8 -9 -10 -11 -12
leaf_value=-0.001988751432251459 0.0014826957560540193 -0.0014445765446417231 0.0025557557078972706 -0.0020321719370503784 -0.00018293731560247462 0.0012223463708240911 -0.002035203004465135 -0.0014726008336133898 0.002195604374025118 0.00098880212288858212 0.0030308230100601413
leaf_weight=0.001086504999510172 0.0010375642008491051 0.0017132747682319103 0.0010034063487945463 0.0018413865260172241 0.001870169723558579 0.0010844352529390021 0.0014928381064185743 0.001791176507669745 0.0016241484595411748 0.0014022660223864669 0.0012427193817256196
leaf_count=318 124 200 111 465 114 198 1074 112 54 76 275
internal_value=0 -0.00011062 2.48257e-05 -0.000155766 0.000126959 0.00113165 -0.000398609 -2.45134e-05 0.000522734 -0.000349343 0.00218809
internal_weight=0 0.0161523 0.0150658 0.0140624 0.012221 0.00419732 0.0080237 0.00653087 0.00473969 0.00311554 0.00232715
internal_count=3121 2997 2679 2568 2103 587 1516 442 330 276 473
is_linear=0
shrinkage=0.00589082


Tree=1811
num_leaves=22
num_cat=0
split_feature=1213 14 160 1374 13 13 124 4 157 52 151 484 51 3 0 2 16 13 15 16 1
split_gain=0.000550566 0.000435095 0.000399696 0.000410426 0.000249712 0.000597255 0.000327435 0.000321162 0.000430162 0.000334328 0.000330423 0.000345691 0.000260372 0.0003014 0.000303116 0.000281142 0.000277237 0.000237467 0.000209461 0.000203292 0.000145918
threshold=-1.0000000180025095e-35 0.076175000000000007 -0.26568499999999995 -0.094929999999999987 -0.53104499999999988 -0.47860499999999995 -0.043384999999999993 -0.27825499999999997 -0.077384999999999995 0.094465000000000007 -0.090369999999999992 -1.0000000180025095e-35 0.067785000000000012 -0.074084999999999998 -0.059114999999999994 0.11093500000000002 -0.083539999999999989 -0.083764999999999992 -0.016799999999999995 -0.094359999999999986 0.10984500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 -7 9 -9 -8 -10 -12 13 14 16 18 17 -13 20 -14 -15
right_child=1 -3 3 4 5 6 7 8 10 -11 11 12 19 15 -16 -17 -18 -19 -20 -21 -22
leaf_value=-0.00090645279966703536 -0.00078713809556556788 -0.00081826870046755151 -0.00069347631140063374 -0.00047515692063589089 0.0011894200735897541 0.00071558866394722681 -0.00080400978676876456 0.00083995667928731031 -0.00060587611695532616 0.00022888236195098716 -0.00059651688198947804 0.00074212855632588932 0.0010695034598038793 0.00017752061642264979 0.0008448113860215216 -0.00068471046152081413 -0.00040916408452527941 -0.00012047820190337238 0.00059276386815845588 0.00022986638185684954 -0.00053235691517238557
leaf_weight=0.0012871102554757171 0.0010243716148838197 0.0011307806083009622 0.001197130448272076 0.0011971203372222973 0.0010953731591207784 0.0017084752271720868 0.0015206634851905243 0.0015883473917420723 0.0012834553496690057 0.0010311944276963914 0.0011514026020072879 0.0015145906640263718 0.0010924119122166509 0.0011670408322510262 0.0016031313971230365 0.0013700353653084418 0.0012906391411880921 0.0010664122792992062 0.0010324285152700976 0.0011721800957755222 0.0011058043902586467
leaf_count=491 217 87 53 33 48 220 170 225 117 18 315 68 27 85 88 113 371 181 63 97 34
internal_value=0 3.15034e-05 6.96161e-05 0.0001059 0.000147524 0.000181728 0.0001284 7.55711e-05 0.000147323 -0.000386623 7.32373e-05 0.000137487 0.000205562 0.000109773 0.000332763 -0.000151348 0.000120739 0.000385719 6.97302e-05 0.000634897 -0.000167855
internal_weight=0 0.026343 0.0252122 0.0241878 0.0229907 0.0217936 0.0206982 0.0189897 0.0164379 0.00255186 0.0148495 0.0135661 0.0124147 0.0101501 0.00547477 0.00467531 0.00387164 0.002581 0.00330527 0.00226459 0.00227285
internal_count=3121 2630 2543 2326 2273 2240 2192 1972 1784 188 1559 1442 1127 1003 708 295 620 249 182 124 119
is_linear=0
shrinkage=0.00140032


Tree=1812
num_leaves=13
num_cat=0
split_feature=42 43 16 52 2 160 4 1 42 457 2 13
split_gain=7.38306e-05 0.000163824 0.000143209 0.000154099 0.000139422 0.000125448 0.00013985 0.000170927 0.000155047 0.000197326 0.000103815 8.10943e-05
threshold=-0.11466499999999999 -0.17390999999999998 0.071345000000000006 -0.090859999999999982 0.097845000000000015 -0.079874999999999988 -0.083854999999999985 0.08592000000000001 0.08623500000000002 0.045365000000000009 0.092235000000000025 -0.10278499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 -5 -7 -8 9 10 -9 -6
right_child=1 2 4 5 11 6 7 8 -10 -11 -12 -13
leaf_value=-0.0015075786857291493 0.0017610691493797825 0.002462265251073252 -0.0027759866139741678 -0.0013974794483172168 0.0010029452964098573 0.0023547493214601273 -0.002120521832662493 -0.0023261009237008556 0.0021748513039343102 0.0018654835809723124 6.0480443886835183e-05 -0.0014500838347518839
leaf_weight=0.0011593118878694747 0.0019455327601836077 0.0010311634265585809 0.0013369311953480767 0.0019994717131447031 0.0010106078065348356 0.001094378189259948 0.0011837444738165602 0.0013203696181722652 0.0014381557138445911 0.0012304417935887491 0.001421938146598245 0.0010142650290874619
leaf_count=171 144 171 242 547 24 234 660 176 278 96 142 236
internal_value=0 9.40393e-05 -0.000136282 0.000209842 -0.00123996 -2.9887e-05 0.000325745 -1.09673e-05 0.00045054 -0.000173669 -0.00108861 -0.000225785
internal_weight=0 0.016027 0.0140815 0.0107197 0.0033618 0.0096885 0.00768903 0.00659465 0.00541091 0.00397275 0.00274231 0.00202487
internal_count=3121 2950 2806 2304 502 2133 1586 1352 692 414 318 260
is_linear=0
shrinkage=0.0061288


Tree=1813
num_leaves=22
num_cat=0
split_feature=1213 14 1374 160 4 484 453 52 158 484 50 52 4 15 15 16 0 0 484 12 4
split_gain=0.000561714 0.000435209 0.000318495 0.000314847 0.000275201 0.000386338 0.000401372 0.000365668 0.000351438 0.000304574 0.00028806 0.00035688 0.000279507 0.000527605 0.000269243 0.000288825 0.000362436 0.000530793 0.000222378 0.000179279 0.000123444
threshold=-1.0000000180025095e-35 0.076175000000000007 -0.094929999999999987 -0.26568499999999995 -0.49405499999999997 0.085130000000000011 1.0000000180025095e-35 -0.40306999999999998 0.08962500000000001 -1.0000000180025095e-35 0.10030500000000002 0.11434500000000002 0.40473500000000007 -0.11713499999999999 0.097485000000000016 0.061255000000000011 -0.10096999999999999 -0.077999999999999986 0.093765000000000015 0.084535000000000013 0.052250000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 7 -6 9 -9 11 12 13 -11 15 16 19 -18 -7 20 -15
right_child=1 -3 3 4 5 18 -8 8 -10 10 -12 -13 -14 14 -16 -17 17 -19 -20 -21 -22
leaf_value=-0.00093592454456085949 -0.00067915792418922179 -0.00083669138646048197 -0.0006812865212186838 -0.00039099132851145132 -0.0006408999573024218 0.001242453947772153 -0.00074241360642502622 -0.00033840479166469679 -0.00058117795587273599 -0.00062764257282782541 0.0010386967592970575 -0.00041734253646134298 0.00096473325594272888 0.00078684824688720983 -0.00013537314740022182 0.001024625499409533 -0.00075418707115576435 0.00055852289827024702 0.00033821120416749193 0.0011665212166075602 9.6550000430168381e-05
leaf_weight=0.0012970400276190027 0.0011155401609750362 0.0011376567995555744 0.0010033085841985442 0.001854659774004115 0.0010734781898170771 0.0010046035953843449 0.0010493663303824388 0.0014984005676800674 0.0010477577253690936 0.0011610660219583081 0.0011060050867781621 0.0013443513990752396 0.001374712915982291 0.0010536849318123452 0.0016019003994891534 0.0017128695774362157 0.0011668659918022094 0.0013617944939630314 0.0012393530965057464 0.001033377598605334 0.0010603549206269491
leaf_count=491 53 87 217 142 186 85 64 327 155 91 75 60 180 56 56 42 372 168 144 39 31
internal_value=0 2.71916e-05 6.67196e-05 0.000101757 0.000136298 0.000183112 0.000115728 0.000166903 0.000219385 0.000273587 0.000339195 0.000279087 0.000360311 0.000278464 0.000395477 0.000510564 0.000355436 -4.72352e-05 0.000743034 0.000678945 0.00044061
internal_weight=0 0.0260011 0.0248635 0.0237479 0.0227446 0.0208899 0.018646 0.0175966 0.0165231 0.0154754 0.013977 0.012871 0.0115266 0.0101519 0.00899085 0.00738895 0.00567608 0.00252866 0.00224396 0.00314742 0.00211404
internal_count=3121 2630 2543 2490 2273 2131 1902 1838 1652 1497 1170 1095 1035 855 764 708 666 540 229 126 87
is_linear=0
shrinkage=0.00142833


Tree=1814
num_leaves=22
num_cat=0
split_feature=1213 160 14 1374 11 157 159 130 453 4 15 15 376 3 43 15 15 2 16 12 1
split_gain=0.00049908 0.000414209 0.00041988 0.00031668 0.00033944 0.000269922 0.00040371 0.000426359 0.000418359 0.000313975 0.000340395 0.000353204 0.000379192 0.00031493 0.000295523 0.000370786 0.000293505 0.000223772 0.000227112 0.000121109 0.000120196
threshold=-1.0000000180025095e-35 -0.40698999999999991 0.076975000000000002 -0.094929999999999987 0.088215000000000002 -0.077384999999999995 0.10519500000000001 -0.0015749999999999998 1.0000000180025095e-35 0.24564500000000003 -0.10203999999999998 0.095175000000000023 0.11430500000000002 0.13524500000000003 -0.20207499999999998 -0.094549999999999981 -0.055554999999999993 0.10136500000000002 -0.083539999999999989 0.088725000000000012 0.11588000000000001
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 -7 9 10 -9 12 13 14 -12 -16 -17 18 -18 -20 -11
right_child=1 2 -4 4 -6 6 -8 8 -10 20 11 -13 -14 -15 15 16 17 -19 19 -21 -22
leaf_value=-0.00095075811654312856 -0.00091229657953950216 -0.00066968091518182689 -0.00085810824151247951 0.00071389129656636524 -0.00057297126804986467 -0.00069970215590025903 -0.00074168456599127408 -0.0005913760898199578 -0.0006163294481730129 0.00050935537998385175 0.00096075285180079466 -0.00036073558679903443 -0.00049188016234641841 0.0010720607665320148 0.0010472107134445821 -0.00062465387951980548 0.00088419556117469466 -0.00036272551284109673 -0.00023145335207313902 0.00047998321041020869 0.0011310612693937851
leaf_weight=0.0012115079074266752 0.0010018658372347019 0.0011202403605228275 0.0010497098096835513 0.0019400975283189173 0.0013883047793825645 0.0011308868177158501 0.0011002931030611304 0.0010835667824250954 0.0011708607291530662 0.0018111197213862831 0.0014304625978267529 0.0016583963840979829 0.0010061293169769678 0.0015864106932150799 0.0010066605737398763 0.0010895545790821515 0.0013808769163410287 0.0010646895744800822 0.0011023923546272648 0.0010148087810427642 0.0011061166529742761
leaf_count=491 215 53 74 278 101 187 176 140 70 118 44 157 10 53 51 260 93 68 183 173 126
internal_value=0 2.47915e-05 6.19855e-05 0.000101909 0.000139374 0.000184983 0.000133009 0.000184632 0.000241741 0.000303222 0.000207198 0.000277319 0.000376378 0.000466662 0.000347938 0.000216295 6.83116e-05 0.000233787 0.000415344 0.00010955 0.000745085
internal_weight=0 0.0262434 0.0252416 0.0241919 0.0230716 0.0216833 0.0197432 0.0186429 0.017512 0.0163412 0.0134239 0.0123404 0.010682 0.00967586 0.00808945 0.00665898 0.00565232 0.00456277 0.00349808 0.0021172 0.00291724
internal_count=3121 2630 2415 2341 2288 2187 1909 1733 1546 1476 1232 1092 935 925 872 828 777 517 449 356 244
is_linear=0
shrinkage=0.00148603


Tree=1815
num_leaves=14
num_cat=0
split_feature=484 133 133 51 15 49 151 3 12 52 4 12 3
split_gain=7.84973e-05 0.00015364 0.000183328 0.00012543 8.90303e-05 0.00012381 0.000200875 0.000190214 0.000110948 0.000110801 0.000397001 0.000188331 0.000120604
threshold=0.084040000000000017 0.10622000000000002 0.083950000000000011 -0.076794999999999988 1.0000000180025095e-35 -0.043469999999999995 -1.0000000180025095e-35 0.090900000000000009 0.088305000000000008 0.070205000000000017 0.053180000000000012 1.0000000180025095e-35 -0.074084999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 5 7 -7 -1 -6 10 -8 -11 -12
right_child=3 -3 -4 -5 8 6 9 -9 -10 11 12 -13 -14
leaf_value=-0.00052376722850496209 -0.00040064438497655971 -0.0024308428676495563 0.0018162381994139272 0.0025549982901983586 -0.0024015456365650183 -0.0027764340823276555 -0.0034373241701819569 0.0030442605146360382 -3.1560477319274644e-05 0.0029492215849127525 0.0020690174179072364 -0.00064138186603355694 -0.00034231580755567629
leaf_weight=0.0010641650280903579 0.0010334373398639407 0.0010081995246596859 0.001752555480864706 0.0010401114312245377 0.0013963799462008855 0.0010566998809237458 0.0012000523759717122 0.0010939782751617777 0.0014575266280942439 0.0010696870488704491 0.0012556974901381801 0.0010403106685371137 0.0018552808216981687
leaf_count=138 143 412 445 225 396 125 308 65 401 58 106 116 183
internal_value=0 -0.000164096 -3.63585e-06 0.00108193 -0.000258999 1.7085e-05 -0.000348816 0.00128489 -0.00119116 5.06939e-05 -0.000501504 0.00117891 0.000630981
internal_weight=0 0.0152505 0.0142423 0.00207355 0.0124898 0.00963587 0.00747773 0.00215814 0.00285391 0.00642103 0.00431103 0.00211 0.00311098
internal_count=3121 2753 2341 368 1896 1099 896 203 797 771 597 174 289
is_linear=0
shrinkage=0.00600863


Tree=1816
num_leaves=19
num_cat=0
split_feature=1213 14 474 1374 14 15 4 0 1 42 42 0 52 13 43 0 13 3
split_gain=0.000533881 0.000354814 0.000265455 0.000229176 0.00024568 0.000278451 0.000232197 0.000368327 0.000266125 0.000209935 0.000244137 0.000330718 0.000195537 0.000384207 0.000220376 0.000190239 8.52049e-05 5.56003e-05
threshold=-1.0000000180025095e-35 0.076175000000000007 0.082665000000000002 -0.094929999999999987 -0.10708499999999999 -0.15914499999999995 0.25615500000000008 -0.10607499999999999 0.093575000000000019 0.091735000000000025 0.083995000000000014 -0.077809999999999976 0.11434500000000002 -0.0034749999999999994 0.084740000000000024 -1.0000000180025095e-35 -0.084034999999999985 0.10893000000000001
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 -7 10 11 -9 13 14 -13 -15 -12 -10
right_child=1 -3 -4 4 5 6 -8 9 17 -11 16 12 -14 15 -16 -17 -18 -19
leaf_value=-0.0010227252788571699 -0.00065528404888338932 -0.00085469257139753215 0.00066978656261133655 -0.00047375472492690887 0.00083435573934084772 0.00013441498531729853 -0.00046396310510450145 -0.0007442856654728265 0.0011851309603945494 -0.0004657113580815367 0.00087590215164279892 0.0012075729221957287 -0.00039607189929619817 -0.00062519046296337301 0.00021802289760353445 0.00027445676813605586 0.0002445413659753843 0.00067407872329020685
leaf_weight=0.0011918776523209542 0.0010920646530649938 0.0010143820714267884 0.0018585126852977965 0.0017776627425479244 0.0013328914037406608 0.0019558947948514699 0.0017175237548065761 0.0013426524491571236 0.0011074617579285295 0.0019747589188357515 0.001096336068296358 0.0011958526940791803 0.0013910870490497773 0.0011516861179960425 0.0010520866434602372 0.0011869843159786524 0.0010319170918893228 0.0010143156245785434
leaf_count=491 27 87 367 93 198 80 138 401 61 391 167 84 70 124 24 96 184 38
internal_value=0 5.82971e-05 9.80794e-05 4.84778e-05 8.62834e-05 0.000139948 8.61939e-05 0.000147152 0.000554021 1.91585e-06 9.965e-05 -3.70305e-05 0.000121826 0.000278901 0.000744441 -0.000168578 0.000569777 0.000940822
internal_weight=0 0.0242941 0.0232797 0.0214212 0.0203291 0.0185514 0.0172186 0.015501 0.00407767 0.0114234 0.0094486 0.00732035 0.0059777 0.00458661 0.00224794 0.00233867 0.00212825 0.00212178
internal_count=3121 2630 2543 2176 2149 2056 1858 1720 179 1541 1150 799 398 328 108 220 351 99
is_linear=0
shrinkage=0.00157699


Tree=1817
num_leaves=13
num_cat=0
split_feature=11 3 124 0 13 1 47 49 52 0 42 15
split_gain=7.63594e-05 9.75469e-05 0.000106261 0.000158181 0.000221136 0.000202929 0.000185941 0.00013683 0.000201925 0.000165674 7.55054e-05 6.76372e-05
threshold=0.081790000000000015 -0.12018999999999998 -0.043384999999999993 -0.053834999999999994 -0.15078499999999997 0.12500000000000003 0.092530000000000015 -0.069799999999999987 -0.07167999999999998 -0.14649999999999996 0.075730000000000006 0.088345000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -3 5 -5 6 7 -4 -9 -10 -1 -11
right_child=-2 2 3 4 -6 -7 -8 8 9 11 -12 -13
leaf_value=0.002933804043331204 -0.0016925683532268557 0.0017391968584603951 -0.0014718871582250948 0.00088708602535169799 -0.0033608176698467973 0.0031415798896291774 -0.002744552002265498 -0.0014582185063170446 0.0039154398605919854 -0.0004636130295141513 0.00015654121193165927 0.0019843710518022508
leaf_weight=0.0010897051379241676 0.0013432904588085428 0.0015050240882762004 0.0018664561655266382 0.001026569941155131 0.0018284767155513646 0.0010675225230071814 0.0013448879885251397 0.0014664964763418881 0.0012560307126570089 0.0013400556303221033 0.0010137133123140074 0.0011046608119565232
leaf_count=93 175 251 166 36 240 114 208 305 80 851 87 515
internal_value=0 0.00012598 -9.78821e-05 -0.000322645 -0.00183343 0.000133982 -0.000249218 0.000227905 0.000841886 0.00175335 0.00159534 0.000642524
internal_weight=0 0.0159096 0.0138062 0.0123012 0.00285505 0.00944611 0.00837859 0.0070337 0.00516724 0.00370075 0.00210342 0.00244472
internal_count=3121 2946 2766 2515 276 2239 2125 1917 1751 1446 180 1366
is_linear=0
shrinkage=0.00732449


Tree=1818
num_leaves=22
num_cat=0
split_feature=1213 1456 453 11 4 3 15 1374 376 160 47 52 133 160 147 42 2 12 2 4 0
split_gain=0.00060701 0.000530253 0.000329691 0.00035231 0.000342586 0.000493384 0.00033725 0.000341839 0.00038176 0.000362094 0.000416831 0.000306694 0.000329787 0.000334148 0.000482786 0.000585277 0.000161326 0.000175918 0.00013561 0.000175314 4.185e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.086795000000000011 0.088215000000000002 0.27287000000000006 0.10893000000000001 -0.14147499999999996 -0.094929999999999987 0.11430500000000002 -0.091944999999999985 0.10783500000000001 -0.24456499999999998 0.10622000000000002 0.092865000000000017 0.085050000000000014 -1.0000000180025095e-35 -0.0050599999999999994 0.099400000000000002 0.086885000000000004 -0.39518999999999993 -0.077999999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -6 -3 -8 9 -9 11 -11 13 14 15 -13 -17 18 -18 -20 -21
right_child=1 2 -4 -5 5 -7 7 8 -10 10 -12 12 -14 -15 -16 16 17 -19 19 20 -22
leaf_value=-0.00098374327360195319 -0.00099292099666787106 -0.00073641477014066176 -0.00073787596291580658 -0.00059266832967755769 0.0012949632152607566 6.3266257410420142e-05 -0.00054023106433892922 -0.00045801862820759616 -0.00065857048459512209 -0.00052783356994453299 0.00096541995661739339 -0.00027106949100642327 -0.00051859375509247848 -0.00027350745556290856 -0.00053769513854391205 0.0001615034733524371 0.00054243264172986426 0.00021821905976035172 0.0005189416274573146 0.0010540080461310347 0.0014065228964233246
leaf_weight=0.0013377203716468935 0.0010537338615819172 0.001039316659593832 0.001054440811090406 0.0014972842023346358 0.0012517642292782646 0.0015389525612103938 0.001564429727063831 0.0015277926003229294 0.0011151189598876945 0.0011217324851116569 0.0017047626395195739 0.0016314986037859773 0.0010508133639924875 0.0016762139015029662 0.001000654008870506 0.0010810986176603655 0.0019039758223756828 0.001056669154706924 0.0011057507175982152 0.0017369332372974651 0.0012147245323086506
leaf_count=491 258 123 53 110 188 109 53 277 13 210 69 285 247 129 51 75 125 33 38 136 48
internal_value=0 2.08777e-05 6.0629e-05 9.32391e-05 0.000135464 0.000615739 7.32149e-05 0.000114278 0.000168374 0.000220144 0.000283767 0.000204065 0.000265067 0.000331437 0.000425928 0.000525023 0.000685388 0.00076609 0.000863202 0.00101373 0.00119908
internal_weight=0 0.0279277 0.0268739 0.0258195 0.0243222 0.00279072 0.0215315 0.0204922 0.0189277 0.0178126 0.0162848 0.0145801 0.0134583 0.0124075 0.0107313 0.00973065 0.00809915 0.00701805 0.00596138 0.00405741 0.00295166
internal_count=3121 2630 2372 2319 2209 297 1912 1789 1736 1723 1446 1377 1167 920 791 740 455 380 347 222 184
is_linear=0
shrinkage=0.00145689


Tree=1819
num_leaves=20
num_cat=0
split_feature=1213 14 160 1374 4 157 159 0 15 453 483 43 15 4 49 42 1 4 0
split_gain=0.000639478 0.000387092 0.000379605 0.000327863 0.000324047 0.00033141 0.00033819 0.00033047 0.000300961 0.000301394 0.000235367 0.000246578 0.00025913 0.000395849 0.000201951 0.000191931 0.000321866 0.000356916 0.000144688
threshold=-1.0000000180025095e-35 0.076175000000000007 -0.26568499999999995 -0.094929999999999987 -0.49405499999999997 -0.077384999999999995 0.10519500000000001 0.056435000000000006 0.097485000000000016 1.0000000180025095e-35 1.0000000180025095e-35 -0.0037449999999999996 -0.10203999999999998 0.40473500000000007 -0.073374999999999982 0.088380000000000014 0.11588000000000001 -0.041644999999999995 -0.10096999999999999
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 8 9 10 11 15 13 -13 -14 16 17 -7 -16
right_child=1 -3 3 4 5 6 -8 -9 -10 -11 -12 12 14 -15 18 -17 -18 -19 -20
leaf_value=-0.0010524144519414135 -0.00080592859051090409 -0.00082441996655817883 -0.00067714299099485859 -0.00044502914883199236 0.00080463374237726439 0.00016220350815821254 -0.00066985968729472956 0.00083984168368433931 -0.00049544638458765987 -0.00057589089963521053 -0.00039057579001679335 -0.00053002198835728662 0.0002161277228635023 0.00073135782762710256 0.0012186210300375697 0.00044554840548177433 0.00053333098665631594 -0.0010572895714448102 0.00059440218109713333
leaf_weight=0.0013101574719249628 0.0010815649076412323 0.0011568991670236608 0.0011509830437805837 0.0019129314930692544 0.001932982523578485 0.0010440456172975338 0.0011001507270367574 0.0016612768861585794 0.0015937697519554086 0.0010703108989115204 0.0011679733677549412 0.0011696800626312953 0.0013750577051148127 0.0011178951286243688 0.00169348440024919 0.0019760594693513794 0.0010619070106145656 0.0011685365653343544 0.0017192180436653767
leaf_count=491 217 87 53 142 255 203 169 73 132 68 206 75 40 69 72 268 35 246 220
internal_value=0 3.27424e-05 7.24119e-05 0.000112133 0.000152038 0.000206811 0.000145732 0.000196086 0.000129898 0.00019833 0.00025974 0.000321363 0.000506045 8.63907e-05 0.000706554 7.24961e-05 -0.00015263 -0.00048185 0.000904158
internal_weight=0 0.0261547 0.0249978 0.0239163 0.0227653 0.0208523 0.0189194 0.0178192 0.0161579 0.0145642 0.0134939 0.0123259 0.00707534 0.00228758 0.00478776 0.00525055 0.00327449 0.00221258 0.0034127
internal_count=3121 2630 2543 2326 2273 2131 1876 1707 1634 1502 1434 1228 476 144 332 752 484 449 292
is_linear=0
shrinkage=0.00151575


Tree=1820
num_leaves=21
num_cat=0
split_feature=1213 160 159 43 133 3 15 49 12 12 42 474 160 150 1 4 52 16 0 4
split_gain=0.000501637 0.000369454 0.000340464 0.000312932 0.000429113 0.000301864 0.000327038 0.00038692 0.00031402 0.000523416 0.00044945 0.000273128 0.000711192 0.000425451 0.000459548 0.000495872 0.000470837 0.000171337 0.000145207 0.000124486
threshold=-0.080769999999999995 -0.40698999999999991 -0.22563499999999997 0.24789500000000006 -0.085499999999999979 0.30112000000000005 0.091650000000000023 -0.13878999999999997 0.10097500000000002 0.092355000000000007 0.090310000000000015 0.084660000000000027 -1.0000000180025095e-35 -1.0000000180025095e-35 0.094385000000000011 -0.080924999999999983 -0.080114999999999978 -0.091354999999999978 -0.10607499999999999 0.09173000000000002
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 8 -8 9 10 11 12 -6 -14 15 -15 -16 -18 -17 -10
right_child=1 2 3 -5 5 -7 7 -9 19 -11 -12 -13 13 14 16 18 17 -19 -20 -21
leaf_value=-0.0011369935993904867 -0.00093395721871529036 0.00064095958230037532 0.00064112864202045029 -0.00085982081673070159 -0.0010808579144274526 0.00056167250853556222 -0.0001679880536670575 -0.0012802955037376801 -4.0453398120361108e-06 -0.00092808208554207591 0.00055027622303817901 0.00037810155905107495 -0.00095695885001128396 0.00027423992011379507 -0.00020909299504509978 -0.00039051887405369169 0.00039213949254208487 0.0011602344190612573 -0.001035554691077803 0.00057688334794284862
leaf_weight=0.0010120980887642064 0.001085549275608457 0.0011612580779117301 0.001436976644014573 0.0011148996072626307 0.0018071925759620975 0.0011182894989070205 0.0013791111599630312 0.0011042438697685944 0.0013734516380200781 0.0017225827120199008 0.0017666614429188996 0.0014111805307105438 0.0010673071268314542 0.0016348437154497476 0.0018664965616970175 0.0014257026370874072 0.0012669575146377066 0.0010344427153086144 0.0013160508423277831 0.0015280499634775513
leaf_count=325 218 109 210 161 265 107 45 208 118 245 202 178 64 194 93 40 90 30 164 55
internal_value=0 -0.000133246 -0.00010049 -0.000134422 -0.000101085 -0.000147817 -0.000184372 -0.000662585 -0.000122587 -0.000198057 -0.000111907 -0.000203087 -0.000274911 -0.000123378 -1.92543e-05 -0.000336167 0.000313527 0.000737386 -0.000700138 0.000301896
internal_weight=0 0.0276212 0.0265357 0.0253744 0.0242595 0.0228226 0.0217043 0.00248336 0.0192209 0.0163194 0.0145968 0.0128302 0.011419 0.0096118 0.00854449 0.0043766 0.0041679 0.0023014 0.00274175 0.0029015
internal_count=3121 2796 2578 2469 2308 2098 1991 253 1738 1565 1320 1118 940 675 611 398 213 120 204 173
is_linear=0
shrinkage=0.00140032


Tree=1821
num_leaves=20
num_cat=0
split_feature=1213 160 14 1374 4 157 159 0 15 453 484 50 12 3 0 0 15 4 4
split_gain=0.000538306 0.00034666 0.000355898 0.000378139 0.000251173 0.000324628 0.000334817 0.000327103 0.000325568 0.000333687 0.00024698 0.000272107 0.000241463 0.000313612 0.000231122 0.000387711 0.00031905 7.79287e-05 9.73889e-05
threshold=-1.0000000180025095e-35 -0.26568499999999995 0.076975000000000002 -0.094929999999999987 -0.49405499999999997 -0.077384999999999995 0.10519500000000001 0.056435000000000006 0.097485000000000016 1.0000000180025095e-35 -1.0000000180025095e-35 0.10030500000000002 -0.040564999999999997 0.0068900000000000012 -0.077999999999999986 -0.10096999999999999 -0.10203999999999998 0.11275500000000001 0.0067750000000000006
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 7 8 9 10 -7 12 -12 14 15 16 -14 18 -15
right_child=1 2 -4 4 5 6 -8 -9 -10 -11 11 -13 13 17 -16 -17 -18 -19 -20
leaf_value=-0.00097470097918351639 -0.00080880428930921221 -0.00075076796966145058 -0.00079362891397779362 -0.00037974510724508647 0.00079309729584794129 -0.00033272017665014563 -0.00067553804916728911 0.00083132581489396367 -0.00054464321837789805 -0.00059947609809529745 -0.00029535619292497708 0.0010403214369625177 -0.00026017415891018612 0.00052480215604320786 0.00053986045587378325 -0.00079769308389177702 0.00082840026069210058 0.00038709517673329489 0.0011413397785603825
leaf_weight=0.0012482635799053723 0.0010540991531239599 0.001097618609604111 0.0010275756841222608 0.0018562076342369905 0.0018032788528132551 0.0014120776851024525 0.0010671039259814432 0.0015590865708806625 0.001483972860148953 0.0010975778303310433 0.0015173234929842091 0.0010677357381568284 0.0012824158040214417 0.0010505416544654977 0.0019248995709830264 0.0011758959631873386 0.0011084853745364472 0.0011862106483491175 0.0012261032866263122
leaf_count=491 231 53 73 142 255 263 169 73 132 68 222 66 51 42 229 439 46 62 14
internal_value=0 2.52297e-05 6.19466e-05 0.000100311 0.000143125 0.000191743 0.000132027 0.000182445 0.000117316 0.000187236 0.000253906 0.00032569 0.000252824 0.000345712 0.000124878 -9.90766e-05 0.000244518 0.00069593 0.000856843
internal_weight=0 0.0249982 0.0239441 0.0229165 0.0218189 0.0199627 0.0181594 0.0170923 0.0155332 0.0140493 0.0129517 0.0115396 0.0104719 0.00895455 0.0054917 0.0035668 0.0023909 0.00346286 0.00227664
internal_count=3121 2630 2399 2326 2273 2131 1876 1707 1634 1502 1434 1171 1105 883 765 536 97 118 56
is_linear=0
shrinkage=0.00148603


Tree=1822
num_leaves=13
num_cat=0
split_feature=50 15 15 133 52 160 151 133 2 16 0 0
split_gain=8.70541e-05 0.000178252 0.000139537 0.0001251 0.000125286 0.000143046 0.000134487 0.000172636 0.000151017 0.000269658 0.000129478 0.00030455
threshold=0.10647500000000001 -0.24436499999999997 -0.11713499999999999 0.10622000000000002 -0.28430999999999995 0.092865000000000017 -0.086379999999999985 0.087170000000000011 0.092755000000000018 -0.090764999999999985 -0.062294999999999996 -0.10607499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -6 8 10 -10 11 -8
right_child=-2 2 3 -5 5 -7 7 -9 9 -11 -12 -13
leaf_value=0.0021463966027065059 -0.0015710914996604239 -0.0017624818963383891 -0.0012617088259765465 -0.0018054379791032202 0.0026504472196291979 -0.0011816902859430188 0.0020569711307501445 0.0025066620501114733 -0.002958613934677376 0.00051739000509540072 0.0025751293550812502 -0.0012514850820926201
leaf_weight=0.0012334115603533412 0.0010974980806331648 0.0014497458776293022 0.0015719803701584887 0.0010401267589272142 0.0010101378903467637 0.0015037513257677862 0.0016758507934080428 0.0011573510729066053 0.0011654752015903824 0.0018531427849933849 0.0010285277690347061 0.0019070036894311693
leaf_count=223 333 214 279 344 155 165 85 135 102 238 74 774
internal_value=0 7.54496e-05 -9.08145e-05 8.33703e-05 0.000235982 0.000444307 0.000693871 0.000468955 0.000159867 -0.00082468 0.000804354 0.000296018
internal_weight=0 0.0165965 0.0153631 0.0139133 0.0128732 0.0113012 0.00979749 0.00878735 0.00763 0.00301862 0.00461138 0.00358285
internal_count=3121 2788 2565 2351 2007 1728 1563 1408 1273 340 933 859
is_linear=0
shrinkage=0.00566207


Tree=1823
num_leaves=22
num_cat=0
split_feature=1213 14 3 1374 453 1447 0 52 160 484 130 16 43 50 12 16 42 3 16 52 16
split_gain=0.000539244 0.000435853 0.000392852 0.000320498 0.000344673 0.000429196 0.000275805 0.000292361 0.000250898 0.000311844 0.000411856 0.000339261 0.000738072 0.000394482 0.000190291 0.000165952 0.000256966 0.000146756 0.00014282 0.000141355 9.68683e-05
threshold=-1.0000000180025095e-35 0.076175000000000007 0.30112000000000005 -0.094929999999999987 1.0000000180025095e-35 -1.0000000180025095e-35 -0.14116499999999996 -0.07167999999999998 -0.090969999999999981 0.079595000000000013 -0.0015749999999999998 -0.056919999999999991 -0.16318499999999997 0.099450000000000011 0.088485000000000022 -0.25582999999999995 0.079510000000000011 0.11658 -0.082179999999999989 -0.061194999999999992 0.13751500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 7 -7 -8 10 -10 13 -13 15 20 16 -12 -9 -17 -16 -14
right_child=1 -3 -4 4 -6 6 8 17 9 -11 11 12 14 -15 19 18 -18 -19 -20 -21 -22
leaf_value=-0.00098074779687575366 -0.00074606774624165473 -0.00092510551823097871 0.0010175042512713551 -0.00083311902240218851 -0.00067448706629266405 -3.5702957165101584e-05 -0.0006446402214941257 0.00053674217931034825 -0.00081163401084915219 0.00086920131532460085 0.00097670926342360333 0.00073089985116431961 -0.00043341643712707824 0.0012746559800978195 0.00021455108785296633 -0.00051107147097915779 -2.1139851213272159e-05 0.0012394512522784955 0.00031389250008040083 -0.00048745824964786132 -0.0011077291306062277
leaf_weight=0.0012917933611229218 0.0011682905630490117 0.0010668567823401967 0.0010329740949628343 0.0010477218786629 0.0013465827410510381 0.0015522882391310056 0.0010548125352439477 0.0020016650388914236 0.0011650981864962393 0.0012669206354312132 0.0012890429105734402 0.0018995515488748876 0.0010316844992488555 0.0010732786372222164 0.0013480414085515428 0.0010049359061933272 0.0011830297526427697 0.0011012237117142831 0.0010015528233493446 0.0013952383379736612 0.0010055730163917032
leaf_count=491 50 87 130 239 73 67 271 100 184 138 63 53 198 81 222 184 94 33 173 101 89
internal_value=0 4.26369e-05 8.3985e-05 4.36993e-05 8.4224e-05 0.000131917 0.000181544 0.00051209 8.36512e-05 0.000136039 6.67057e-05 0.000150368 -8.43651e-05 0.000432804 -0.000408311 0.000231056 0.000499181 0.000786136 -9.9285e-05 -0.000142492 -0.000766251
internal_weight=0 0.0260364 0.0249695 0.0239365 0.0227682 0.0214217 0.0203739 0.00465518 0.0157188 0.0146639 0.013397 0.0122319 0.00668009 0.00555184 0.00478054 0.00447856 0.00247207 0.00310289 0.00200649 0.00274328 0.00203726
internal_count=3121 2630 2543 2413 2363 2290 2051 200 1851 1580 1442 1258 663 595 610 514 157 133 357 323 287
is_linear=0
shrinkage=0.00154607


Tree=1824
num_leaves=21
num_cat=0
split_feature=1213 160 14 3 484 50 48 0 15 51 48 15 0 3 12 42 4 4 42 0
split_gain=0.000553262 0.000460455 0.000415953 0.000336031 0.000341158 0.000477098 0.000736539 0.000400258 0.00036434 0.000412675 0.000384645 0.000359304 0.000326235 0.000356804 0.000364564 0.000314238 0.000295073 0.000280835 0.000240484 0.000231033
threshold=-1.0000000180025095e-35 -0.40698999999999991 0.076975000000000002 0.30112000000000005 -0.0068949999999999992 0.099210000000000007 0.12737000000000001 -0.10607499999999999 -0.08730499999999998 0.086685000000000012 0.083685000000000009 0.035560000000000008 -0.077999999999999986 0.083060000000000009 0.081420000000000006 0.079510000000000011 -0.35136499999999998 0.053180000000000012 -1.0000000180025095e-35 -0.053834999999999994
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 7 8 9 10 -6 -10 17 15 -15 16 -14 -9 -18 -17
right_child=1 2 -4 -5 5 -7 -8 12 11 -11 -12 -13 13 14 -16 19 18 -19 -20 -21
leaf_value=-0.00090659145331292343 -0.00092048035592496409 -0.00055983821790831336 -0.00079768484573959446 0.00090965994609670938 -7.1463945320083974e-05 0.0009616704141619147 -0.0010078771311665272 -0.00078261928298724629 0.0012804667743992345 -0.00063722309636792701 0.0008166043313707934 0.0002181862219525385 -1.5478590315975176e-05 -0.00082019702376628575 0.00020245808964513615 0.0004252329814226595 0.00046268728790670383 7.1414697377339325e-05 0.0013676447432637681 -0.00046412411733688088
leaf_weight=0.0013574838631854038 0.0010056814100979214 0.0016432768173403186 0.0010936899166842365 0.0010090914358187311 0.0020029575156038648 0.0012784884465152349 0.0012334316719382335 0.001857833862614869 0.0014823987608210054 0.0010492803041870502 0.0019771991015948842 0.0011562646168385982 0.0011744432698712615 0.0014205050959619214 0.0014241570524973213 0.001027935001704644 0.001378372805459771 0.0013609383640562356 0.0010596161225182726 0.0014178295910461797
leaf_count=491 215 456 74 130 84 95 48 570 69 25 66 33 93 59 14 164 142 112 73 108
internal_value=0 2.786e-05 6.44746e-05 0.000102262 6.8236e-05 0.000114515 6.29967e-05 0.000129741 0.000385137 0.000159625 0.000369697 0.000814975 -3.18216e-05 0.000109072 -0.000308213 0.000305011 0.000572677 -0.000421523 0.000856006 -9.03345e-05
internal_weight=0 0.0270534 0.0260477 0.024954 0.0239449 0.0223017 0.0210232 0.0197897 0.0076681 0.00502944 0.00398016 0.00263866 0.0121216 0.00890286 0.00284466 0.0060582 0.00361243 0.00321877 0.00243799 0.00244576
internal_count=3121 2630 2415 2341 2211 1755 1660 1612 277 175 150 102 1335 653 73 580 308 682 215 272
is_linear=0
shrinkage=0.00142833


Tree=1825
num_leaves=15
num_cat=0
split_feature=484 42 48 4 1 42 43 1 42 52 160 16 160 1
split_gain=7.73043e-05 9.77994e-05 0.000147449 0.000213428 0.000281133 0.000113123 0.00014242 0.000106588 0.000166502 0.000182792 0.000261989 8.97898e-05 8.85651e-05 8.4194e-05
threshold=-0.0068949999999999992 0.10256000000000001 0.12737000000000001 0.24564500000000003 0.111945 -0.095859999999999987 -0.17390999999999998 0.10060500000000001 0.086325000000000013 0.092965000000000006 0.086075000000000013 -0.083539999999999989 -0.020569999999999995 0.11249000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 -7 8 9 10 11 -8 -13 -9
right_child=1 -3 -4 4 -6 6 7 13 -10 -11 -12 12 -14 -15
leaf_value=-0.001316620955996096 -0.0014493229918144928 -0.0013287087357690755 -0.0017497218392619079 0.0002423041308066209 0.0037136238552964518 0.0020029883925611609 0.0021294931211662269 0.0020768542442137499 -0.0021566709702022231 -0.0018688478742616176 -0.0016392180784837308 0.0014772709420427849 -0.0006560930297610999 3.0414634846842963e-05
leaf_weight=0.0011798748729577513 0.0012818155773536436 0.001265498554770538 0.0010079654115671141 0.001559222088580726 0.0010809070402310605 0.0010723535826846495 0.0015320227225780209 0.0010406680224934739 0.0011357531340026039 0.0011299578669221946 0.0012152504692675703 0.0011278222922961904 0.0010086405270042708 0.0011669030125980306
leaf_count=503 188 311 56 121 193 66 230 171 479 159 77 154 305 108
internal_value=0 6.90082e-05 0.00018417 0.000319997 0.00166351 1.71201e-05 0.000197352 -9.58105e-06 -0.000319809 2.7103e-05 0.000465772 0.00116309 0.000470093 0.000995124
internal_weight=0 0.0166248 0.0153593 0.0143513 0.00264013 0.0117112 0.0104294 0.00935702 0.00714945 0.00601369 0.00488374 0.00366849 0.00213646 0.00220757
internal_count=3121 2618 2307 2251 314 1937 1749 1683 1404 925 766 689 459 279
is_linear=0
shrinkage=0.00523088


Tree=1826
num_leaves=21
num_cat=0
split_feature=160 1213 14 1374 13 13 1 403 12 457 4 1 0 15 3 1 52 4 16 0
split_gain=0.000487269 0.000524414 0.000419147 0.000465673 0.000300902 0.000537257 0.000309757 0.000436164 0.000440911 0.000415417 0.000318867 0.000275171 0.000357537 0.000297697 0.000251096 0.000247655 0.000288418 0.000243224 0.000204067 0.000164046
threshold=-0.40698999999999991 -1.0000000180025095e-35 0.076975000000000002 -0.094929999999999987 -0.53104499999999988 -0.47860499999999995 1.0000000180025095e-35 0.03138500000000001 -0.069644999999999985 0.069910000000000014 -0.012509999999999999 0.12500000000000003 -0.10151999999999999 -0.09551999999999998 0.11296500000000002 0.11785500000000002 -0.07167999999999998 -0.49013999999999996 -0.27167499999999994 -0.059114999999999994
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 10 8 -8 11 17 12 15 -14 -13 16 -10 -7 -18 -19
right_child=1 2 -4 4 5 6 7 -9 9 -11 -12 14 13 -15 -16 -17 18 19 -20 -21
leaf_value=-0.0010242000162701999 -0.00089820991508750443 -0.00078915753210648037 -0.00080833071397217826 -0.00058400113390510034 0.0012276367037676581 -0.00052923785179582702 0.00099267987235065374 0.0011234921547052953 -0.00043990149322214425 0.00082459291663060515 -0.00075232815281031076 0.00072514235585215462 5.3723408582981725e-06 -0.00098270885322105945 -0.0001245403384336198 -0.00059248379397385301 2.8301363439366132e-05 -0.00016560890944684992 0.0007585376719527082 0.00055343586755870881
leaf_weight=0.0010210680726392826 0.0013025414745760069 0.0012103917356567342 0.0011503052544563621 0.0011526536443913172 0.0010589199255801518 0.0011380011898181053 0.0013358200600224581 0.0011695487308962535 0.0010948235090069147 0.0015257454524015288 0.0014667850360790676 0.0018492190780206039 0.001142095833916998 0.0016406425753814433 0.0013136231241386298 0.0010018433381446812 0.0015128651106151025 0.0011336486395801537 0.0019145546370467033 0.0018344852587937055
leaf_count=240 466 53 74 33 48 25 224 41 41 81 479 67 57 452 48 18 50 509 46 69
internal_value=0 2.16276e-05 6.83456e-05 0.000109514 0.000156228 0.000194778 0.000142879 0.000250906 0.000179695 9.61275e-05 -0.000157592 -7.76197e-07 -0.000142804 -0.000577179 0.000372244 7.60103e-05 0.000224106 5.4858e-05 0.000436211 0.000278804
internal_weight=0 0.0269485 0.025646 0.0244957 0.0232853 0.0221326 0.0210737 0.0155008 0.0143312 0.0129954 0.00557292 0.0114697 0.00830683 0.00278274 0.00316284 0.00552409 0.00452224 0.00410614 0.00342742 0.00296813
internal_count=3121 2881 2415 2341 2288 2255 2207 1125 1084 860 1082 779 664 509 115 155 137 603 96 578
is_linear=0
shrinkage=0.00148603


Tree=1827
num_leaves=15
num_cat=0
split_feature=124 123 484 4 48 52 0 0 0 0 15 15 52 16
split_gain=9.2919e-05 0.000194714 0.000141322 0.000144788 0.000130957 0.000154627 0.000208777 0.000209132 0.000177867 0.000235039 0.000150915 0.000425315 9.29972e-05 0.000102285
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 -0.49013999999999996 0.12737000000000001 0.11434500000000002 -0.010949999999999998 -0.053834999999999994 -0.077999999999999986 -0.10096999999999999 1.0000000180025095e-35 -0.08730499999999998 -0.07167999999999998 -0.27167499999999994
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 11 12 -5 -14
right_child=-2 -3 3 4 -6 -7 -8 -9 -10 -11 -12 -13 13 -15
leaf_value=-0.0028504439086335445 0.0020117213727600374 0.0024246091721608098 -0.0026447753732378467 -0.0016193669567988835 -0.0023646256021518722 -0.0021247034591653025 0.003038740751315046 -0.0028515468743281914 0.0027452206808423057 -0.0023260801849958749 -0.0014457500311570604 0.0048794152444539543 -0.00083647063901475199 0.00207468528805131
leaf_weight=0.0010179616243067404 0.0010041723419378637 0.0012916641594066585 0.0010603529662324132 0.0010997188551309378 0.0010260529759265049 0.0012262385980004288 0.0013164099508673624 0.0010171190277397111 0.0013639476845052068 0.0015826214330332926 0.0012584952484362422 0.0011532624944301552 0.0010142503473955511 0.0013274819915906066
leaf_count=498 78 222 129 53 60 353 96 106 310 919 87 73 73 64
internal_value=0 -0.000149821 -0.000364857 -0.000189705 4.77527e-06 0.000201476 0.000457685 0.000111575 0.000454066 3.38013e-05 0.000671879 0.0012519 3.62836e-05 0.000813806
internal_weight=0 0.0167556 0.0154639 0.014446 0.0133856 0.0123595 0.0111333 0.0098169 0.00879978 0.00743583 0.00585321 0.00459471 0.00344145 0.00234173
internal_count=3121 3043 2821 2323 2194 2134 1781 1685 1579 1269 350 263 190 137
is_linear=0
shrinkage=0.00690203


Tree=1828
num_leaves=14
num_cat=0
split_feature=147 484 50 52 13 2 160 2 48 16 16 15 43
split_gain=7.47322e-05 0.000121797 0.000107064 0.000121932 0.000123425 0.000186681 0.000160473 0.000182764 0.000158832 0.00013217 0.000113382 0.00011324 0.000303998
threshold=0.089025000000000007 -0.0068949999999999992 0.10030500000000002 0.11434500000000002 -0.084034999999999985 0.097845000000000015 -0.081639999999999976 0.11215000000000001 0.091545000000000015 -0.079109999999999986 -0.0087049999999999992 -0.053579999999999996 -0.17390999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -6 8 9 -8 -7 -11 -13
right_child=-2 2 -4 -5 6 10 7 -9 -10 11 -12 12 -14
leaf_value=-0.0021824509051927708 0.0015443512094817703 -0.00043019409505907472 0.0018982025875527166 -0.0018011698001322723 0.0019115594228324257 0.00084141960709663928 -0.002012854094379441 -0.0027357095186209051 0.0018451311478089678 0.0015217528708592182 0.0037095709749392224 0.0010826893973920743 -0.0033337857520151582
leaf_weight=0.0010132387462539151 0.0010743438192431778 0.0018874560827089057 0.0010522755619159297 0.0014673323101480141 0.0010537412033717894 0.0010662132343258884 0.0018084308094924468 0.0012994112146654524 0.0011532824316615731 0.0012361555956206978 0.0010063732182268303 0.0014028981053537688 0.001004666538942562
leaf_count=492 124 375 226 285 108 110 515 205 92 167 48 47 327
internal_value=0 -0.000124028 1.107e-05 -0.000126966 6.31943e-05 0.000964225 -0.000335096 -0.000634583 -0.000221252 -0.00065835 0.00223409 1.39098e-05 -0.000760287
internal_weight=0 0.0164515 0.0154382 0.014386 0.0129186 0.00396004 0.00895859 0.00790484 0.00660543 0.00545215 0.00207259 0.00364372 0.00240756
internal_count=3121 2997 2505 2279 1994 533 1461 1353 1148 1056 158 541 374
is_linear=0
shrinkage=0.0061288


Tree=1829
num_leaves=20
num_cat=0
split_feature=1213 14 160 1374 4 157 159 0 15 453 16 15 52 4 15 3 15 4 0
split_gain=0.000541859 0.000467693 0.00039078 0.000334382 0.000352949 0.000280743 0.000365477 0.00041058 0.000361774 0.000394021 0.000264594 0.000444257 0.000185177 0.000171873 0.000397208 0.000204281 0.00022205 0.000272277 0.000127956
threshold=-1.0000000180025095e-35 0.076175000000000007 -0.26568499999999995 -0.094929999999999987 -0.49405499999999997 -0.073574999999999988 0.10519500000000001 0.056435000000000006 0.097485000000000016 1.0000000180025095e-35 -0.056919999999999991 -0.091964999999999977 0.091275000000000009 0.40473500000000007 -0.11033999999999998 0.090900000000000009 -0.094549999999999981 -0.077679999999999985 -0.059114999999999994
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 8 9 10 13 -12 18 14 -7 16 -16 -18 -13
right_child=1 -3 3 4 5 6 -8 -9 -10 -11 11 12 -14 -15 15 -17 17 -19 -20
leaf_value=-0.0008720897197878857 -0.00073179615921124439 -0.00080792037938356097 -0.00063401503445642516 -0.00041564228903678336 0.00067701331132239881 -0.00031314098605522429 -0.00059988123799507756 0.00080635636360628976 -0.00048549875461545764 -0.00058031155258631744 -0.00074095909842710904 -0.00035071762223335871 0.00065161482569455083 0.00076457975718157757 0.00075336447319310923 0.00091728097383687228 0.0004629061908563204 -0.00039954110279222536 0.00024954345588308689
leaf_weight=0.0012308180054900883 0.0010326930810451431 0.0011241255936114128 0.0010392950700852657 0.0018791927636674323 0.0018171048992040853 0.0014732941659716331 0.0011121346181358479 0.001651616224297158 0.0015734278435552409 0.0010931141208440085 0.0010938072360304196 0.0010039263477532659 0.0011646548027615111 0.0016742335685774878 0.0013192950283212818 0.0012945751971660258 0.0014680940315490104 0.0011264245207702377 0.0016099747713942516
leaf_count=491 217 87 53 142 281 114 161 72 132 67 144 280 23 167 58 52 311 201 68
internal_value=0 2.4283e-05 6.2581e-05 9.76474e-05 0.000131663 0.000181893 0.000133674 0.000180169 0.000115102 0.000181088 0.000244006 -3.8915e-07 0.000213989 0.000386513 0.000291781 0.000462895 0.000312597 8.84699e-05 1.9e-05
internal_weight=0 0.025551 0.0244269 0.0233942 0.0223549 0.0204757 0.0186586 0.0175464 0.0158948 0.0143214 0.0132283 0.00487236 0.00377856 0.00835592 0.00668168 0.00520839 0.00391381 0.00259452 0.0026139
internal_count=3121 2630 2543 2326 2273 2131 1850 1689 1617 1485 1418 515 371 903 736 622 570 512 348
is_linear=0
shrinkage=0.00131955


Tree=1830
num_leaves=14
num_cat=0
split_feature=1 159 160 52 12 1 3 0 0 42 42 43 160
split_gain=7.78091e-05 0.000154852 0.000135909 0.000151151 0.000137462 0.000229281 0.000141217 9.88521e-05 0.000149366 0.000125417 9.88241e-05 9.91204e-05 6.76696e-05
threshold=0.094385000000000011 0.076905000000000015 -1.0000000180025095e-35 0.0031350000000000002 0.10345000000000001 0.10612500000000001 0.11296500000000002 -0.084269999999999984 -0.11437499999999999 0.088295000000000012 0.083995000000000014 0.070450000000000013 0.0030550000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 4 5 -4 -7 8 12 10 11 -9 -1
right_child=1 -3 3 -5 -6 6 -8 9 -10 -11 -12 -13 -14
leaf_value=0.00042871260910243411 -0.001569216783656099 0.0024463463572677547 0.0016638087221899675 0.0025118771506070477 0.0018140946905296895 -0.00027712398961512221 -0.0028924692939949542 -0.0008792397497397942 -0.0030761846243354159 -0.0017392018524622136 0.002142592554087309 0.0012909186826588108 -0.0015547562934688879
leaf_weight=0.0014314755601895213 0.0014272460235352788 0.0010881792673754229 0.0012497663566917163 0.0010269854235429587 0.0011906677559039291 0.0017557662713097721 0.0012103062048222091 0.0017438039794916965 0.0010244058411969705 0.0010225868133510486 0.0010324851036933591 0.0012566797722471379 0.001023778765002481
leaf_count=126 116 206 191 72 82 197 79 490 837 436 98 105 86
internal_value=0 0.000363629 7.53136e-05 0.000440146 4.66138e-05 -0.000452571 -0.00134432 -0.000422548 -0.0011867 0.000103403 0.000570608 2.96784e-05 -0.000398344
internal_weight=0 0.00894892 0.00786074 0.00643349 0.00540651 0.00421584 0.00296607 0.00853522 0.00347966 0.00505556 0.00403297 0.00300048 0.00245525
internal_count=3121 943 737 621 549 467 276 2178 1049 1129 693 595 212
is_linear=0
shrinkage=0.00589082


Tree=1831
num_leaves=21
num_cat=0
split_feature=1213 160 14 1374 11 3 124 484 50 4 453 0 3 43 2 0 52 43 1 1
split_gain=0.00059961 0.000562462 0.00047163 0.000410345 0.000307744 0.000257711 0.000307857 0.000412247 0.000531581 0.000334309 0.000376379 0.000390403 0.000353496 0.000407077 0.000368804 0.000251705 0.000327354 0.000215136 0.000205674 0.000204924
threshold=-1.0000000180025095e-35 -0.40698999999999991 0.076975000000000002 -0.094929999999999987 0.088215000000000002 0.30112000000000005 -0.043384999999999993 -0.0068949999999999992 0.10030500000000002 -0.51843499999999987 1.0000000180025095e-35 -0.23091999999999999 -0.12018999999999998 0.10915000000000001 0.092365000000000017 -0.053834999999999994 -0.081429999999999989 0.07827000000000002 0.095285000000000022 0.10984500000000001
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 -9 11 -11 17 14 15 16 -14 -13 -18 -16
right_child=1 2 -4 4 -6 -7 7 8 -10 10 -12 12 13 -15 19 -17 18 -19 -20 -21
leaf_value=-0.001000595015799483 -0.0010446356590141667 -0.00073210981540603305 -0.00085239779678851675 0.00078296974688620599 -0.00049288737917585848 0.00091580823714455068 -0.00072585306254573686 -0.00071027034308803751 0.0011849483932052844 0.001068702573359425 -0.00071147758241912418 0.0011275097139805911 0.00085799892439128651 0.00067059575999833159 -0.00081891279889655447 -0.00045622898211257875 -0.0002973195923487808 0.00021191933000295362 0.00040407936115921734 5.3940349300337837e-06
leaf_weight=0.0012853272006484303 0.0010180588573935464 0.0011737047180178086 0.0011405465971563436 0.0016918876280332248 0.0014567383845331952 0.0010930750266897596 0.0011887057032295969 0.0010236137708057235 0.0010871003359685929 0.0011223033969542844 0.0010099108642234169 0.001190993164591027 0.0014757953025354154 0.0019340769968289604 0.0018398337628061368 0.0013410325542106208 0.0019752961539493685 0.0010811769899181367 0.0017333579993226156 0.0010438531878389501
leaf_count=491 215 53 74 218 101 127 436 22 79 42 52 91 122 144 258 47 406 29 44 70
internal_value=0 3.8593e-05 8.16657e-05 0.000125216 0.000168423 0.000212549 0.000175483 0.000121522 0.000177926 0.000112651 0.000166142 0.000226281 0.000156842 4.96757e-05 -7.79559e-05 0.000117621 0.000266055 0.00069184 3.05016e-05 -0.000520526
internal_weight=0 0.0266211 0.025603 0.0244625 0.0232888 0.021832 0.0207389 0.0190471 0.0178583 0.0167712 0.0157476 0.0147377 0.0136154 0.0113432 0.00940917 0.00652548 0.00518445 0.00227217 0.00370865 0.00288369
internal_count=3121 2630 2415 2341 2288 2187 2060 1842 1406 1327 1305 1253 1211 1091 947 619 572 120 450 328
is_linear=0
shrinkage=0.00148603


Tree=1832
num_leaves=22
num_cat=0
split_feature=1213 14 160 3 453 484 50 51 0 130 52 39 4 1 43 12 133 48 2 52 48
split_gain=0.00059167 0.000472433 0.000408843 0.000322679 0.000277585 0.000344835 0.000377326 0.000333964 0.000277252 0.00032345 0.000263628 0.000249772 0.00025294 0.000344616 0.000337636 0.000236919 0.000235658 0.000228098 0.000223422 0.000179941 0.000189273
threshold=-1.0000000180025095e-35 0.076175000000000007 -0.26568499999999995 0.30112000000000005 1.0000000180025095e-35 -1.0000000180025095e-35 0.10030500000000002 0.087505000000000013 -0.14116499999999996 -1.0000000180025095e-35 0.11434500000000002 0.097050000000000011 0.24564500000000003 0.083835000000000007 -0.074359999999999996 0.099100000000000008 0.084415000000000018 0.092475000000000016 0.092120000000000021 -0.07167999999999998 0.081805000000000017
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 19 -10 11 12 13 15 -15 16 18 -9 -11 -7 -21
right_child=1 -3 3 -5 -6 6 -8 17 9 10 -12 -13 -14 14 -16 -17 -18 -19 -20 20 -22
leaf_value=-0.00097068375033554474 -0.00082411427621423717 -0.00087936107401641881 -0.00054063630305969306 0.00091730369764618166 -0.00059343521274051283 8.6290446100158972e-05 0.00097062256684241207 -0.00089942068576546672 -0.00065069307809012631 0.00040618226294246478 -0.00053237004848334809 -0.00042469853162382693 0.00090074241468610051 0.00032477274670307565 -0.00061152904307190052 -0.00017762777050481154 0.00015983910704362082 6.6583712743534178e-05 0.0012298382420109593 0.001194699133707382 0.00036833876963542365
leaf_weight=0.0012963382902526068 0.0010208470107987829 0.0011411941119079385 0.0015604733933371811 0.001024382818340718 0.0012241480256078843 0.0011760788712757986 0.0011771676957424418 0.0010694753776694368 0.0011364892926394353 0.001336546863847328 0.001063805257221718 0.0011280984611799225 0.0012899869500573322 0.0015608788282044372 0.0017163799865986817 0.001106816983978326 0.0017865357247897062 0.0010076535956784483 0.0014654650717398354 0.0011842281677906163 0.0011691034503584774
leaf_count=491 217 87 457 130 71 49 81 92 175 130 73 78 99 137 212 110 238 34 54 70 36
internal_value=0 3.74963e-05 7.90091e-05 0.000117132 8.17388e-05 0.000119419 0.000169971 0.000120876 0.000187808 9.33293e-05 0.000161222 0.000225998 0.000297525 0.000210801 -0.000165591 0.000427387 0.000573324 -0.000430794 0.000836958 0.000551624 0.000784174
internal_weight=0 0.0263458 0.0252046 0.0241837 0.0231593 0.0219352 0.0203747 0.0191975 0.0171204 0.013591 0.0124545 0.0113907 0.0102626 0.00897262 0.00327726 0.00569536 0.00458855 0.00207713 0.00280201 0.00352941 0.00235333
internal_count=3121 2630 2543 2326 2196 2125 1668 1587 1461 1306 1131 1058 980 881 349 532 422 126 184 155 106
is_linear=0
shrinkage=0.00145689


Tree=1833
num_leaves=23
num_cat=0
split_feature=14 1213 3 453 1447 1374 52 4 52 13 457 1 15 474 160 133 2 15 2 16 1 16
split_gain=0.000573769 0.000484359 0.000365013 0.000326247 0.000405906 0.000317664 0.000295228 0.000360954 0.000322838 0.00036372 0.000280153 0.000317932 0.000346731 0.000259382 0.000329675 0.000344179 0.000169193 0.000265046 0.000256393 0.000207841 8.65693e-05 5.44258e-05
threshold=0.076175000000000007 -1.0000000180025095e-35 0.30112000000000005 1.0000000180025095e-35 -1.0000000180025095e-35 -0.094929999999999987 -0.40306999999999998 -0.27825499999999997 0.10347000000000002 -1.0000000180025095e-35 0.080930000000000016 0.12811000000000003 0.095175000000000023 0.082665000000000002 -0.076689999999999994 -1.0000000180025095e-35 1.0000000180025095e-35 -0.13843999999999998 0.10584500000000001 -0.078844999999999985 0.088340000000000016 -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
left_child=1 -1 3 4 -3 -6 -7 8 9 -8 11 12 13 14 -9 -16 19 -18 21 -17 -12 -19
right_child=-2 2 -4 -5 5 6 7 10 -10 -11 20 -13 -14 -15 15 16 17 18 -20 -21 -22 -23
leaf_value=-0.0010271115198487719 -0.0011401812933810062 -0.00091191948387093287 0.0010585110942262378 -0.00077261354031117591 -0.00074056136371865051 -0.0005467582762844614 7.5855190849408405e-05 -0.00072809881006691496 0.00035615075432021221 -0.0013074503217777294 0.0005741301174287429 0.00095244330317038254 -0.00071710271437730618 0.0010886025736981633 -0.000523013611978554 0.0005338274907260574 0.0014136935906508489 0.0010391279585382073 -0.00028878499607264254 -0.00043448295379457937 0.0012612325957654434 0.00049763066408003455
leaf_weight=0.0011905608551406729 0.0012646971649739039 0.0011161203735198582 0.001078805019020467 0.001347095761723093 0.0011224160050442569 0.0014636268713134329 0.0010672623395837633 0.00103583950229007 0.0016436886141519835 0.0011513028688216942 0.0010065753835106781 0.0017403666292379336 0.0011559031917303684 0.0010141439314463882 0.001266035047225892 0.0014579638544074403 0.0010226802604114101 0.0010019670596574356 0.0010242663333215329 0.0011596124904294045 0.0011387318827796866 0.0011751753883923657
leaf_count=477 101 239 130 73 50 275 37 207 31 52 72 125 178 156 296 66 68 54 68 103 95 168
internal_value=0 3.68073e-05 8.70924e-05 4.36275e-05 9.19306e-05 0.000143688 0.000192043 0.000248771 -0.000217208 -0.000641998 0.00036718 0.000273232 0.000168749 0.000269556 0.000178712 0.000294566 0.000445858 0.000657169 0.000415499 0.000104856 0.000938845 0.000746839
internal_weight=0 0.0263801 0.0251896 0.0241108 0.0227637 0.0216476 0.0205251 0.0190615 0.00386225 0.00221857 0.0151993 0.013054 0.0113136 0.0101577 0.00914354 0.0081077 0.00684167 0.00422409 0.00320141 0.00261758 0.00214531 0.00217714
internal_count=3121 3020 2543 2413 2340 2101 2051 1776 120 89 1656 1489 1364 1186 1030 823 527 358 290 169 167 222
is_linear=0
shrinkage=0.00170698


Tree=1834
num_leaves=22
num_cat=0
split_feature=1213 14 3 124 402 4 52 157 453 160 1 12 1374 3 4 4 160 3 0 13 4
split_gain=0.000587094 0.000478473 0.000366734 0.00027581 0.000388079 0.000500691 0.000450917 0.000387073 0.000451684 0.000423622 0.000433351 0.000420504 0.000335926 0.000245731 0.000286329 0.000286846 0.000547926 0.000209505 0.000168337 0.000273909 0.000133309
threshold=-1.0000000180025095e-35 0.076175000000000007 0.30112000000000005 -0.043384999999999993 0.073745000000000019 -0.27825499999999997 0.10744000000000002 -0.073574999999999988 1.0000000180025095e-35 -1.0000000180025095e-35 0.111945 -0.029094999999999999 -0.094929999999999987 0.090900000000000009 -0.083854999999999985 0.053180000000000012 0.032695000000000009 0.10893000000000001 -0.11756999999999999 -1.0000000180025095e-35 -0.46376499999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 20 -7 9 10 -9 -11 -13 14 -14 16 -16 -15 -17 -20 -5
right_child=1 -3 -4 4 -6 7 -8 8 -10 11 -12 12 13 17 15 18 -18 -19 19 -21 -22
leaf_value=-0.0010818577890056181 0.00063491324142162875 -0.0010033551887047183 0.00098369665531828103 -0.0014449477549561087 0.00086132303986920385 0.0008102423715170531 0.00016434617006527342 -0.0013187511010673331 -0.0010619160109008507 -0.00080238137008976733 7.761961639686541e-05 -0.0006366564891922248 0.00076830730872049543 0.0012678366822185441 -0.0013127997973598048 -0.00026689455636943793 0.00036248752849709238 0.00035521058012502794 3.6082578118064831e-05 0.0010139297300668013 -0.00066679574506142854
leaf_weight=0.0012850844108276268 0.0018350875579397343 0.0011070054732986714 0.0011039584544669792 0.0011033161228999333 0.0012377660681461141 0.0015609667156958875 0.0012324033703841053 0.0011050804679336801 0.0010250419425843474 0.0010783879429018791 0.0011988823116038105 0.0010126854054988152 0.0017314863334121321 0.0011651104517795838 0.0010024269580172045 0.0010990472781107208 0.0010181991599981788 0.0014744426308155312 0.001674840583062942 0.0013295425257443538 0.0011775866066088226
leaf_count=491 226 87 130 139 200 287 31 370 57 79 63 20 124 26 410 33 107 50 103 54 34
internal_value=0 3.16304e-05 7.7157e-05 3.55657e-05 -1.39167e-05 -6.55303e-05 -0.000619617 4.58601e-05 -2.91108e-05 4.19879e-05 -0.00059214 0.000158068 0.000248071 0.00033344 0.000190767 2.74759e-05 -0.000468618 0.000758048 0.000271764 0.000468813 -0.0010432
internal_weight=0 0.0262733 0.0251663 0.0240623 0.0222272 0.0209894 0.00351331 0.0174761 0.0159152 0.0148901 0.00230396 0.0125862 0.0115078 0.0104951 0.00785554 0.00612406 0.00202063 0.00263955 0.00410343 0.00300438 0.0022809
internal_count=3121 2630 2543 2413 2187 1987 204 1783 1496 1439 433 1006 927 907 831 707 517 76 190 157 173
is_linear=0
shrinkage=0.00160853


Tree=1835
num_leaves=14
num_cat=0
split_feature=124 12 123 48 14 3 4 16 150 12 2 3 2
split_gain=8.67805e-05 0.000188807 0.000148774 0.000167319 0.000189142 0.000271732 0.000281911 0.000146981 0.00014381 0.000133079 9.79413e-05 0.000247208 0.000125811
threshold=1.0000000180025095e-35 0.11650500000000001 1.0000000180025095e-35 0.12649500000000002 -0.10708499999999999 0.10732000000000001 0.23246000000000003 0.13751500000000003 0.08882000000000001 0.09334000000000002 0.086590000000000014 -0.078934999999999991 0.092365000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 8 -7 9 10 11 -6 -12
right_child=-2 -3 -4 -5 5 7 -8 -9 -10 -11 12 -13 -14
leaf_value=-0.0023116765000388601 0.0017566454453002882 -0.0027622012760516266 0.0020642944140269195 -0.0025175393551019921 -0.0029811728644593329 0.0033328695761326655 0.0024602381993198458 0.00024899745987485406 -0.0028307733444404423 -0.0020195670083162278 0.002075659639894597 0.00069599997167485244 -0.00051863528656021938
leaf_weight=0.0012112864908778729 0.0010113033731760637 0.0010008218703890506 0.0012992728711562406 0.0010745197547469285 0.0011486207608858512 0.001519544115023975 0.0013484990924066695 0.0010024071940222257 0.0010103160372264275 0.0014454499266988476 0.0016191237266910356 0.0018902829817978037 0.0013310865350008722
leaf_count=93 78 142 218 67 679 134 134 31 140 580 435 149 241
internal_value=0 -0.00012859 3.71779e-05 -0.000143204 4.54074e-05 0.000277241 -0.000193981 0.00210711 -0.000617813 -0.000317084 9.38037e-05 -0.000693869 0.000905156
internal_weight=0 0.0169012 0.0159004 0.0146011 0.0135266 0.0123153 0.00979338 0.00252195 0.00844488 0.00743456 0.00598911 0.0030389 0.00295021
internal_count=3121 3043 2901 2683 2616 2523 2358 165 2224 2084 1504 828 676
is_linear=0
shrinkage=0.00625138


Tree=1836
num_leaves=14
num_cat=0
split_feature=48 1 15 43 0 52 3 1 159 12 160 16 3
split_gain=8.19491e-05 0.000140229 0.000181276 0.000206177 0.00018367 0.000125551 0.000140215 9.94575e-05 9.28395e-05 0.000112294 0.000148036 0.000175004 9.1946e-05
threshold=-0.086869999999999989 0.104035 -0.016799999999999995 -0.14035499999999998 -0.074824999999999989 0.11434500000000002 0.10299500000000002 0.11392000000000001 0.08154500000000002 0.088615000000000013 0.086075000000000013 -0.083539999999999989 -0.012304999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 -3 7 6 8 -5 9 10 11 -2 -13
right_child=1 2 -4 4 -6 -7 -8 -9 -10 -11 -12 12 -14
leaf_value=-0.0014294043907458064 0.0020338080249112179 -0.0019147733538647828 0.0020468753848191935 0.00065552057839880296 0.0021522297424413886 -0.0019697794699080739 0.0013700857377313281 -0.0013493908110379653 -0.0018368926373579901 -0.00139363316777947 -0.0014250696677308543 -0.0012791448683337403 0.00087224642873763201
leaf_weight=0.0010176985327876578 0.0015327249171842019 0.001026711081938636 0.0017629180883725884 0.0016751797310909922 0.0014146704031975446 0.0010874608200308134 0.0013917994729055749 0.0010640527469699401 0.0010253052630232948 0.0015015144246981801 0.0011074620379561972 0.0010888780760610747 0.0010043267345105668
leaf_count=77 307 56 138 92 232 372 47 147 294 760 104 432 63
internal_value=0 6.95725e-05 0.000626416 0.000143046 0.000651673 -0.000327417 -0.00012099 -0.000123286 -0.000406833 -0.000171665 0.000215965 0.000717183 -0.0002469
internal_weight=0 0.016683 0.00694353 0.00518061 0.0041539 0.00973947 0.00865201 0.00273923 0.00726021 0.00623491 0.00473339 0.00362593 0.0020932
internal_count=3121 3044 665 527 471 2379 2007 239 1960 1666 906 802 495
is_linear=0
shrinkage=0.00512831


Tree=1837
num_leaves=22
num_cat=0
split_feature=1213 160 14 3 124 484 50 48 40 4 51 3 1 47 0 4 16 13 0 13 2
split_gain=0.000662818 0.000456716 0.000423405 0.000426868 0.000395286 0.000336306 0.000475939 0.000497228 0.000367297 0.000338384 0.000291057 0.000355688 0.000330857 0.000361363 0.000423462 0.000599768 0.000355652 0.000288567 0.000290995 0.000193552 5.49422e-05
threshold=-1.0000000180025095e-35 -0.40698999999999991 0.076975000000000002 0.30112000000000005 -0.043384999999999993 -0.0068949999999999992 0.10030500000000002 0.12737000000000001 -0.063404999999999989 -0.49405499999999997 0.087505000000000013 -0.15121499999999996 0.12873500000000002 0.10813000000000002 -0.10096999999999999 -0.083854999999999985 0.013515000000000001 -0.019614999999999997 -0.23001499999999997 -0.0034749999999999994 0.085855000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 7 8 -7 -10 11 -11 13 14 17 19 -17 -13 -19 -16 -20
right_child=1 2 -4 -5 5 6 -8 -9 9 10 -12 12 -14 -15 15 16 -18 18 20 -21 -22
leaf_value=-0.0010992162977144894 -0.00100605724119007 0.00079045785891340161 -0.00084950947085773749 0.0010850634006258607 -0.00074066075725000822 -0.0006814895947527622 0.0010751610091837391 -0.0010128296726538268 -0.00073468908166543349 0.0010757314364028667 -0.00040559720719614772 0.0011677708424322551 0.00091124759142035367 -0.00080590907353066588 0.00076283886792736751 -0.0012841558875732522 -9.7303466903703878e-05 0.000907859066324305 0.00022281626174811011 -9.4679728190485388e-05 -0.0002807067028150519
leaf_weight=0.001371578090207686 0.0010267512384336255 0.0018972037849811904 0.0011919302271041756 0.001159025010332825 0.0013895306908093185 0.0015022595179663414 0.001165952593155827 0.0011416540134270283 0.0010536030440997301 0.0013290096543370393 0.0017853514128365324 0.0013669139560019694 0.0015013999232454953 0.0010194069023520278 0.0016326728969215942 0.0012537568478127349 0.0013639296254743388 0.0012885244564415643 0.0010345192501341957 0.001168403248480214 0.0012241679214013423
leaf_count=491 215 224 74 130 446 83 80 43 95 79 86 47 41 45 84 499 180 41 19 72 47
internal_value=0 4.65219e-05 8.73519e-05 0.000131529 8.57058e-05 2.55351e-05 7.66428e-05 1.74417e-05 8.09387e-05 0.000148227 0.000206484 0.000283534 0.000201625 0.000107773 0.000197914 -0.000112183 -0.000665754 0.000539855 0.000297889 0.000405145 -5.00842e-05
internal_weight=0 0.027496 0.0264692 0.0252773 0.0241183 0.0222211 0.0208315 0.0196656 0.0185239 0.0170217 0.0159681 0.0141827 0.0128537 0.0113523 0.0103329 0.00541876 0.00261769 0.00491413 0.00354721 0.00280108 0.00225869
internal_count=3121 2630 2415 2341 2211 1987 1541 1461 1418 1335 1240 1154 1075 1034 989 835 679 154 107 156 66
is_linear=0
shrinkage=0.00160853


Tree=1838
num_leaves=21
num_cat=0
split_feature=14 1213 3 453 1447 1374 4 159 11 4 0 15 160 52 12 3 12 1 0 48
split_gain=0.000576844 0.000513158 0.000382173 0.000279992 0.000328772 0.000329947 0.000350653 0.000267841 0.000324165 0.000453665 0.000412146 0.000424948 0.000307974 0.000309747 0.000297259 0.000329055 0.000270085 0.000148153 0.00012765 8.37963e-05
threshold=0.076175000000000007 -1.0000000180025095e-35 0.30112000000000005 1.0000000180025095e-35 -1.0000000180025095e-35 -0.094929999999999987 -0.49405499999999997 0.10519500000000001 0.089270000000000002 0.36766000000000004 0.056435000000000006 0.095175000000000023 -0.091944999999999985 -0.11592499999999999 -1.0000000180025095e-35 0.090900000000000009 0.092355000000000007 0.088770000000000016 -0.084269999999999984 0.092065000000000022
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 -3 -6 -7 8 9 10 11 12 -8 -14 -15 16 17 18 -16 -17
right_child=-2 2 -4 -5 5 6 7 -9 -10 -11 -12 -13 13 14 15 19 -18 -19 -20 -21
leaf_value=-0.00087819296162408545 -0.0009778971749237475 -0.00070679362616770454 0.00096386942270223282 -0.00061547495666721254 -0.00066457532616681777 -0.00045726258119005816 -0.00048688242661859912 -0.00038632616817805263 -0.00048055300202974832 0.0012173292684791216 0.00093187136470254065 -0.00049257040373756086 -0.00020731948408078181 -0.00014060215976206757 0.00044873723111497703 0.0013787675620895066 -0.00019106057343616799 0.00023406926339325835 0.0011492640789853435 0.0007930570820683918
leaf_weight=0.0012154378297957588 0.0012244439001747312 0.0010430281392987606 0.0010218243976960464 0.0012561268608483047 0.0010508376507578623 0.0017135577781183164 0.001008523527786292 0.0013754265866868362 0.0011054238300616239 0.0011483683248680312 0.001741267297080463 0.0017416121325004594 0.0017157111393904948 0.0014043744094940332 0.0010228746081683508 0.0010195415967046983 0.0012651521475395833 0.0014981043822510642 0.0011996158022123055 0.0010548917000505753
leaf_count=477 101 239 130 73 50 130 171 185 58 147 54 183 248 147 240 26 195 91 155 21
internal_value=0 4.5706e-05 9.17541e-05 5.36129e-05 9.16284e-05 0.000131162 0.000172941 0.000231948 0.000282192 0.000335488 0.000266466 0.000176859 0.00028106 0.000357138 0.00047155 0.000593316 0.000390436 0.000588169 0.000826855 0.00108092
internal_weight=0 0.0256017 0.0243863 0.0233644 0.0221083 0.0210653 0.0200144 0.0183009 0.0169255 0.01582 0.0146717 0.0129304 0.0111888 0.0101803 0.00846455 0.00706018 0.00498575 0.00372059 0.00222249 0.00207443
internal_count=3121 3020 2543 2413 2340 2101 2051 1921 1736 1678 1531 1477 1294 1123 875 728 681 486 395 47
is_linear=0
shrinkage=0.00145689


Tree=1839
num_leaves=13
num_cat=0
split_feature=40 47 2 52 3 2 2 12 12 52 4 2
split_gain=7.73049e-05 0.000295004 0.000128712 0.000186122 0.000155734 0.000172989 0.000170412 0.000151284 0.000179102 0.000193512 0.000108432 9.36511e-05
threshold=0.05433000000000001 0.13148500000000005 0.12358500000000001 0.11434500000000002 0.13524500000000003 0.11215000000000001 0.099185000000000009 0.10097500000000002 0.088615000000000013 -0.0064899999999999992 -1.0000000180025095e-35 0.089885000000000007
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 11 -11 -1
right_child=-2 -3 -4 -5 -6 -7 -8 -9 -10 10 -12 -13
leaf_value=-0.0026846939777254537 0.0018510758207690085 -0.0038473188700612992 0.0019830651132450197 -0.0026230983153356191 0.0023950939464339586 -0.0024766224547364889 0.002236415172201424 0.0020070467191355169 -0.0028603953168800126 0.0026469803112391184 -0.00030508243431045005 9.5139384566942708e-06
leaf_weight=0.0013976972356518754 0.0010692889068244496 0.00103839638911185 0.0016797786224728292 0.0013813197849837653 0.0014183387188053684 0.001415882451316742 0.001754535844669663 0.0013035883282999511 0.0014927038640582205 0.0014597589443370593 0.0011447179653308447 0.0012695810963034015
leaf_count=424 69 60 259 416 70 153 280 147 577 435 130 101
internal_value=0 -0.000140359 0.000104539 -0.000120242 0.000152911 -0.000130061 0.000208185 -0.000232888 -0.000664549 -4.27923e-05 0.00134949 -0.00140229
internal_weight=0 0.0167563 0.0157179 0.0140381 0.0126568 0.0112385 0.00982258 0.00806805 0.00676446 0.00527176 0.00260448 0.00266728
internal_count=3121 3052 2992 2733 2317 2247 2094 1814 1667 1090 565 525
is_linear=0
shrinkage=0.00718087


Tree=1840
num_leaves=22
num_cat=0
split_feature=1213 14 160 4 0 157 52 13 3 1 3 42 2 16 4 15 3 12 1 43 43
split_gain=0.000571341 0.000506697 0.00050293 0.000353375 0.000408327 0.000435475 0.000390963 0.000396746 0.000556606 0.000354719 0.000341783 0.00030975 0.000332826 0.000293063 0.000288897 0.000241848 0.000207445 0.000144008 0.000291076 0.000232982 8.67889e-05
threshold=-1.0000000180025095e-35 0.076175000000000007 -0.40698999999999991 -0.49405499999999997 0.056435000000000006 -0.077384999999999995 0.083680000000000018 -0.08971999999999998 0.11296500000000002 0.095285000000000022 -0.077774999999999983 0.08623500000000002 0.10005000000000001 -0.071854999999999988 -1.0000000180025095e-35 -0.071579999999999991 -0.082094999999999987 -0.029094999999999999 0.12500000000000003 -1.0000000180025095e-35 0.093175000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 7 11 9 14 -8 12 -7 -10 16 -12 -9 -11 19 -19 -6
right_child=1 -3 3 4 20 6 10 8 13 17 15 -13 -14 -15 -16 -17 -18 18 -20 -21 -22
leaf_value=-0.0010210254614269082 -0.0010114715453883876 -0.00095430106150976328 -0.00051947032455053029 0.00084089317566235272 0.00053379448968831321 -0.00059167429001389608 -0.00011701180838848607 0.00039301348857767587 -0.00037129431723576873 -0.00030895637381307792 0.0013700537153661031 0.00086896093007496171 0.00062277147850316205 -0.0015423886228331275 -0.00089584591461197062 0.00037164616264482171 -0.00052476730914651144 -0.00045373165727478817 0.0010549863094787939 0.00043993633103764579 0.0011516755982387255
leaf_weight=0.0013427894121580122 0.0010124456625180264 0.0012366482301575657 0.0019705357916670564 0.0018377897962054681 0.0012717895531327563 0.0012028936159506022 0.001461537767496246 0.001261257916284504 0.0010726547695263378 0.0010354237466700666 0.0011559982473849928 0.0016830073711857629 0.0010520008720322771 0.001053178927463704 0.0017190179160240663 0.0012621289357548906 0.0011906302523281564 0.0011664765588559334 0.0010749098812716795 0.0019189673837640697 0.0010177581988379814
leaf_count=491 202 87 142 275 86 55 294 291 38 139 96 96 78 22 270 101 170 69 29 72 18
internal_value=0 3.23096e-05 7.84895e-05 0.000121922 0.000175848 0.000107359 3.75468e-05 -7.49686e-05 -0.000222988 -5.7653e-05 0.000485049 0.000357018 -2.50855e-05 -0.000951477 -0.000400174 0.00084894 -5.26584e-05 0.000217305 0.000348281 0.000102078 0.000808457
internal_weight=0 0.0276571 0.0264204 0.025408 0.0234374 0.0211479 0.0193101 0.0154304 0.0114925 0.00936668 0.00387966 0.0039379 0.00225489 0.00212583 0.00417091 0.00241813 0.00245189 0.00519578 0.00416035 0.00308544 0.00228955
internal_count=3121 2630 2543 2341 2199 2095 1820 1329 1100 1040 491 229 133 60 731 197 461 309 170 141 104
is_linear=0
shrinkage=0.00157699


Tree=1841
num_leaves=14
num_cat=0
split_feature=12 43 2 2 0 150 12 13 4 48 13 4 3
split_gain=7.78847e-05 9.71627e-05 0.000174206 0.000198349 0.000136084 0.000127775 0.000120193 0.000111581 0.000163518 0.000162364 0.000155785 0.000150638 0.000119842
threshold=0.11650500000000001 -0.052894999999999991 0.10882500000000002 0.090050000000000005 -0.053834999999999994 0.095565000000000011 0.091475000000000015 -0.47860499999999995 -0.35136499999999998 0.085845000000000019 -1.0000000180025095e-35 0.08184000000000001 0.0051600000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 7 -1 -3 -9 10 -10 12 -12
right_child=-2 5 -4 -5 -6 -7 -8 8 9 -11 11 -13 -14
leaf_value=0.00045467844300383563 -0.0016282754688086718 0.0012927506345295921 0.0030816183055925716 -0.0017433905079449728 -0.0006840282185085751 0.0013735354084470136 0.0033345444343361552 -0.0031958853851506443 -0.0014131570491867395 -0.0023328672066221696 0.00021597918213895999 -0.001032794575846929 0.0031801113695319166
leaf_weight=0.0011422767132158659 0.001142996900692749 0.0011350969630423693 0.001060929162944993 0.0014584015460398086 0.0012182994755760819 0.0016144897500241359 0.0012170249633010471 0.0010438137000945424 0.001906468361263753 0.0015033908154836323 0.0010204800437709823 0.0011264089952565115 0.00121472805142675
leaf_count=561 147 70 190 348 98 109 165 168 839 182 116 66 62
internal_value=0 9.23536e-05 0.000733329 0.000238617 0.00104658 -0.00027755 0.00194023 -0.000575376 -0.000846704 -0.000484581 4.28779e-05 0.000868637 0.00182684
internal_weight=0 0.0166618 0.00609693 0.005036 0.0035776 0.0105649 0.0023593 0.00895039 0.00781529 0.00677148 0.00526809 0.00336162 0.00223521
internal_count=3121 2974 1362 1172 824 1612 726 1503 1433 1265 1083 244 178
is_linear=0
shrinkage=0.00637641


Tree=1842
num_leaves=15
num_cat=0
split_feature=128 124 484 151 4 160 43 43 16 2 15 13 16 42
split_gain=8.04589e-05 0.000102392 0.000116749 0.000160455 0.000229655 0.00014644 0.00013498 0.000206554 0.000182313 0.000227016 0.000193862 0.000301237 0.000132422 9.89532e-05
threshold=1.0000000180025095e-35 -0.043384999999999993 -1.0000000180025095e-35 -0.090369999999999992 0.40473500000000007 -0.091944999999999985 -0.074359999999999996 -0.09225499999999999 0.22339500000000004 0.089885000000000007 -0.074054999999999996 -0.097984999999999989 -0.088394999999999987 0.085465000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 7 13 9 12 -11 -12 -8 -7
right_child=-2 2 3 4 -6 6 8 -9 -10 10 11 -13 -14 -15
leaf_value=0.0016581358358818069 -0.0017022095626288687 -0.0021061282383683546 -0.0021890339742974942 -0.002175572389189191 0.0027415162826667835 -0.0012998412166384202 -0.0028429746328745274 0.0032999110847578253 -0.0021040317628736233 0.0034456242258173743 0.002610206297134729 -0.0021814441913641405 0.00013895388057282241 0.0013774057611066269
leaf_weight=0.0014817943332436417 0.0010403815112256095 0.0010200516263037607 0.0011174201019412697 0.0010965068870643331 0.0013292146643089234 0.0010398376318123403 0.0010518411439934001 0.0012280099723582811 0.001623274320688874 0.0011307427807939474 0.0010285792927717807 0.0010223633329910498 0.0013028974395532227 0.0011212998740393054
leaf_count=244 231 477 139 316 185 155 217 197 188 115 44 187 353 73
internal_value=0 8.99285e-05 -6.38403e-05 8.39912e-05 0.000279753 -1.23575e-06 0.000224777 0.00125258 -0.000261749 0.000278406 0.00136742 0.000221642 -0.00119305 8.92405e-05
internal_weight=0 0.0165938 0.015112 0.014092 0.0129746 0.0116454 0.0105488 0.00338915 0.0071597 0.00553642 0.00318169 0.00205094 0.00235474 0.00216114
internal_count=3121 2890 2646 2169 2030 1845 1529 425 1104 916 346 231 570 228
is_linear=0
shrinkage=0.00625138


Tree=1843
num_leaves=24
num_cat=0
split_feature=1213 14 3 160 52 157 159 453 130 1374 376 484 15 41 1 3 16 4 12 3 13 4 2
split_gain=0.000542698 0.000383747 0.000366371 0.00032997 0.000341976 0.000406495 0.000491832 0.000390575 0.000394959 0.000449175 0.00045079 0.000338512 0.000313993 0.00040024 0.000387911 0.000198695 0.000195795 0.000324811 0.000113185 0.000108632 0.000126403 9.97477e-05 4.26601e-05
threshold=-1.0000000180025095e-35 0.076175000000000007 0.30112000000000005 -0.40698999999999991 -0.43320999999999993 -0.077384999999999995 0.10519500000000001 1.0000000180025095e-35 -0.0015749999999999998 -0.094929999999999987 0.11430500000000002 -1.0000000180025095e-35 0.091650000000000023 0.08178500000000001 0.12337000000000002 -0.10023499999999998 -0.087989999999999985 -0.033174999999999989 0.095110000000000014 0.090900000000000009 -0.089109999999999981 -0.17966999999999997 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
left_child=-1 2 3 -2 -5 -6 7 8 -7 -10 11 -11 13 14 15 21 19 22 -14 20 -17 -13 -18
right_child=1 -3 -4 4 5 6 -8 -9 9 10 -12 12 18 -15 -16 16 17 -19 -20 -21 -22 -23 -24
leaf_value=-0.00090932833842399959 -0.0007553204222952273 -0.00076848806398721885 0.00090097817704211066 -0.0007445287200144227 0.00077247163570090169 -0.00064901379246421734 -0.00087170390203714337 -0.00073997974439789531 -0.00064549106262121007 -0.00037868006688738642 -0.00065545737707702154 0.00051338442947188305 -0.00045384174688676231 -0.00034200449810967859 0.0013110983601033676 0.00080674045160958883 0.000335612107532222 -0.00029736637538992848 0.00021993537357933247 0.0010089074526302018 8.6293521727835924e-05 0.001102391453552069 0.00075373380795766651
leaf_weight=0.0013176470213424598 0.0010396557751570076 0.0011691000398827969 0.0011170952926238256 0.00101453422864902 0.0018609893944007685 0.0011876633542887696 0.0011327489534227178 0.0010720790796737703 0.0011893481126890029 0.0012628474066279519 0.0010215211069878318 0.0011123850226795184 0.0010325285888081468 0.0010896323018130269 0.0013628914524891353 0.0010009938811768038 0.0010668800477624469 0.0018819417562863866 0.0010855576169137571 0.0010562003895628891 0.0010688417802097111 0.001351952861142724 0.0010065940186478883
leaf_count=491 202 87 130 271 229 188 149 55 24 286 22 20 76 62 72 47 175 193 98 43 129 56 16
internal_value=0 4.80538e-05 8.47489e-05 4.81269e-05 8.31384e-05 0.000119897 6.20188e-05 0.000115302 0.000164133 0.000219036 0.000281729 0.000343979 0.000408628 0.000499921 0.000584018 0.00048021 0.000356215 0.000140854 -0.000108519 0.000628715 0.000434709 0.000836518 0.000538595
internal_weight=0 0.027184 0.0260149 0.0248978 0.0238581 0.0228436 0.0209826 0.0198499 0.0187778 0.0175901 0.0164008 0.0153792 0.0141164 0.0119983 0.0109087 0.00954579 0.00708145 0.00395542 0.00211809 0.00312604 0.00206984 0.00246434 0.00207347
internal_count=3121 2630 2543 2413 2211 1940 1711 1562 1507 1319 1295 1273 987 813 751 679 603 384 174 219 176 76 191
is_linear=0
shrinkage=0.00145689


Tree=1844
num_leaves=23
num_cat=0
split_feature=1213 14 3 1374 453 484 52 43 160 50 15 130 159 42 0 0 52 48 12 4 13 1
split_gain=0.000607537 0.000509149 0.00035349 0.000305967 0.000294195 0.000356585 0.000335338 0.000348219 0.000485067 0.000478851 0.00029389 0.000309652 0.00030807 0.000297604 0.000290792 0.000592156 0.000281914 0.000186125 0.000180085 0.000101548 9.76556e-05 9.76329e-05
threshold=-1.0000000180025095e-35 0.076175000000000007 0.30112000000000005 -0.094929999999999987 1.0000000180025095e-35 -1.0000000180025095e-35 -0.43320999999999993 0.24789500000000006 -0.098904999999999979 0.10030500000000002 0.091650000000000023 -0.0015749999999999998 0.10407500000000001 -0.095859999999999987 -0.077999999999999986 -0.10011499999999998 0.10473500000000001 0.092805000000000012 0.09857500000000001 -0.17966999999999997 -0.033284999999999988 0.090130000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -7 8 -8 10 11 -10 13 -13 15 17 19 20 -12 -16 -15 -22
right_child=1 -3 -4 4 -6 6 7 -9 9 -11 18 12 -14 14 16 -17 -18 -19 -20 -21 21 -23
leaf_value=-0.00093839175257601031 -0.00069036000035301145 -0.00090140826536325635 0.00089915423996428454 -0.00052922629997550813 -0.00057833074350424499 -0.00063352676266322048 -0.0004949936662797486 -0.00054797159712423132 -0.00033203764738085111 0.0012585123019245726 -0.00064838377750454099 -0.00011315903017154574 -0.00029876394872579396 0.0011367135078020232 0.00076805962106113457 -0.00062449960899815175 0.00027005620246260979 0.00011103901036596996 0.00017773496960456426 0.0012980021623017 0.00091604040278983915 0.0003026588036271488
leaf_weight=0.0013829362531032193 0.0011172265069472323 0.0011402229347388096 0.0010172413078226574 0.0016296059785207559 0.0013278131241252203 0.0010196934726875396 0.0016051058215474914 0.0011722779169738842 0.0012591649190812912 0.0010548692856552347 0.0010519079241114717 0.0014763519416569606 0.0011299479453618652 0.0010009930797583166 0.0012374158662140644 0.0010214534343992443 0.0012114055313396932 0.0012198391358566596 0.001102589283923372 0.0018265915279654255 0.0010130411778526069 0.0011089142611402369
leaf_count=491 50 87 130 460 73 228 295 135 167 59 90 60 64 39 41 279 16 37 48 176 31 65
internal_value=0 3.24771e-05 7.40667e-05 3.99291e-05 7.46941e-05 0.000113856 0.000164948 0.000206719 0.000255012 0.000327036 0.000264289 0.000342444 0.000411796 0.000484024 0.000575485 0.000354012 0.000853362 0.000584164 -0.000225608 0.00108398 0.000768969 0.000595493
internal_weight=0 0.0267437 0.0256034 0.0245862 0.023469 0.0221412 0.0205116 0.0194919 0.0183196 0.0167145 0.0156596 0.0135051 0.012246 0.011116 0.00963965 0.00536424 0.00427541 0.00434279 0.0021545 0.00306401 0.00312295 0.00212196
internal_count=3121 2630 2543 2413 2363 2290 1830 1602 1467 1172 1113 975 808 744 684 451 233 172 138 217 135 96
is_linear=0
shrinkage=0.00142833


Tree=1845
num_leaves=14
num_cat=0
split_feature=1 47 147 52 52 0 4 0 1 3 15 2 2
split_gain=7.76269e-05 0.000113397 0.000136546 0.000121078 0.000127582 0.000151586 0.000215813 0.000148896 0.000107861 0.000277171 7.70715e-05 5.94094e-05 2.27127e-05
threshold=0.14000500000000002 0.11893500000000001 0.087350000000000025 0.11434500000000002 -0.22660999999999995 -0.077999999999999986 -0.49405499999999997 -0.10011499999999998 0.094385000000000011 0.12178000000000001 -0.0058549999999999991 0.092120000000000021 0.090310000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 -7 8 10 12 -6 -8 -10
right_child=-2 -3 -4 -5 5 6 11 -9 9 -11 -12 -13 -14
leaf_value=-0.0016957846594873457 0.0012431434584267835 -0.0018432359429702313 0.0018485073794452624 -0.0014780512895464994 -0.0013390636137167837 -0.0010017033632914465 0.0010068654668055233 -0.0017811448752888201 0.0013762710198424203 -0.0013435551632164525 0.00046033253583519434 0.0025181687602107354 0.002481682743195707
leaf_weight=0.0010960155065945299 0.0012991854670650468 0.0010104009421241225 0.0010613777930027638 0.0016857112322587577 0.0017261579288182505 0.0010784121844422678 0.001436947807901697 0.001440637448837153 0.0010567993416872312 0.0011293584797753553 0.0011155458648215441 0.0015276636770310548 0.0010597570310433846
leaf_count=358 124 94 134 445 144 66 225 1047 27 43 82 242 90
internal_value=0 -0.000111659 1.84504e-06 -0.000134712 4.40538e-05 0.000208849 0.00104216 -0.000238678 0.000126347 0.000790861 -0.000632688 0.00178564 0.00192975
internal_weight=0 0.0164248 0.0154144 0.014353 0.0126673 0.0115713 0.00404302 0.00752826 0.00608762 0.00324591 0.0028417 0.00296461 0.00211656
internal_count=3121 2997 2903 2769 2324 1966 533 1433 386 160 226 467 117
is_linear=0
shrinkage=0.00533549


Tree=1846
num_leaves=14
num_cat=0
split_feature=11 48 0 2 159 51 484 133 13 16 16 16 0
split_gain=7.71652e-05 0.000117493 0.000256717 0.000127898 0.000159111 0.000163892 0.000169912 0.000122187 0.000156226 0.000152304 8.44463e-05 7.04984e-05 0.000145597
threshold=0.087830000000000005 0.093265000000000015 -0.20211999999999997 0.12358500000000001 0.091530000000000014 0.08955500000000001 0.084040000000000017 -0.0061299999999999992 -0.091054999999999983 -0.095094999999999985 -0.013324999999999998 -0.026164999999999997 -0.019414999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 7 -1 -9 -10 -4 -11 -13
right_child=-2 2 10 -5 -6 -7 -8 8 9 11 -12 12 -14
leaf_value=-0.0020214325941930863 -0.0018072949878003221 -0.0013431071541647665 0.0040811357697761773 0.0020895592180676915 -0.0029019511982844629 -0.0027404845752435438 0.0026474148278721778 0.001819608022926047 -0.0020221552228037254 0.0016379033756061278 0.0013345587498434467 -0.0014753773939516039 0.0017584150775968048
leaf_weight=0.0014016471876728033 0.0010339784958672818 0.0011147930650974303 0.0010129381218845629 0.0010483542270726962 0.0010422972208329754 0.0010093499257820141 0.0010865415127370168 0.0019278771437248893 0.0018262845341284212 0.0012899531273029303 0.0010376251990966553 0.0017259242570087877 0.0010108908240564173
leaf_count=593 121 41 155 213 253 225 209 119 169 416 142 399 66
internal_value=0 9.81799e-05 0.00127045 -0.000179374 -0.000372434 -0.000138669 0.000117063 -0.000182344 0.000148947 -0.000401335 0.00269131 0.000333765 -0.000280919
internal_weight=0 0.0165345 0.00316536 0.0133691 0.0123208 0.0112785 0.0102691 0.00918258 0.00778093 0.00585305 0.00205056 0.00402677 0.00273682
internal_count=3121 3000 338 2662 2449 2196 1971 1762 1169 1050 297 881 465
is_linear=0
shrinkage=0.0067667


Tree=1847
num_leaves=21
num_cat=0
split_feature=14 1213 52 1374 457 11 43 42 39 4 3 132 2 160 12 13 151 0 3 15
split_gain=0.000565888 0.000502362 0.000316767 0.000335279 0.00029786 0.000240133 0.00021774 0.000422251 0.000380606 0.000301528 0.000272162 0.000270454 0.000267853 0.000251582 0.00020412 0.000422802 0.000293222 0.000304779 0.000158283 0.000111397
threshold=0.076175000000000007 -1.0000000180025095e-35 -0.43320999999999993 -0.094929999999999987 0.085360000000000005 0.088710000000000011 -0.052894999999999991 -0.095859999999999987 0.084405000000000008 -0.27825499999999997 -0.077644999999999978 0.081240000000000021 0.086950000000000013 -0.081069999999999989 -0.015429999999999998 -0.099939999999999987 -0.0077149999999999988 -0.15350499999999997 0.14121000000000003 -0.042209999999999991
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 -5 11 18 -11 12 19 -12 -15 -16 -17 -18 -8 -9
right_child=-2 2 3 4 -6 -7 9 8 -10 10 13 -13 -14 14 15 16 17 -19 -20 -21
leaf_value=-0.0009124213436205056 -0.0010027115364418127 -0.00072767860254011215 -0.00069005421432862088 -0.00031647819706421811 0.00073853520306168033 -0.00055117097367381337 -0.0008109784942262687 0.0001234145747657942 0.0012732479590061097 0.00066125285506679556 0.00055164972382587953 0.00099562927057829636 -0.00037699943365876839 -0.00069862853416489577 0.00081765472745144578 -0.00088955985993863446 0.00064783263283482587 -0.00036889367967816175 -5.1354998128806891e-05 0.00082015130382896619
leaf_weight=0.0011665495484888258 0.001204050862841032 0.0010121048347489772 0.0010715834660262038 0.0016270082012851753 0.0018108548307007024 0.0011462122146319578 0.0012495297750776341 0.0010002685030018055 0.0012315443523310959 0.0018185463156257398 0.0015634171125990248 0.0010571304554569255 0.0013550523476750231 0.0010923117091440311 0.0011113117148571165 0.0010564392131762199 0.0010761646896000291 0.0016482816455617756 0.0011757118842297132 0.0010270721125464023
leaf_count=477 101 271 53 104 131 57 77 140 193 427 96 131 292 107 63 34 33 168 22 144
internal_value=0 4.00078e-05 8.60513e-05 0.000121676 0.00016113 0.000109459 0.000149126 0.000350861 0.000542318 2.42691e-05 0.000145188 0.000339554 0.000134505 2.08502e-05 -0.000117818 1.18632e-05 -0.000224982 3.27163e-05 -0.000442727 0.000476389
internal_weight=0 0.0252971 0.0241305 0.0231184 0.0220469 0.020236 0.0190898 0.00729808 0.00567107 0.0117917 0.00936647 0.00443952 0.00338239 0.00754793 0.00598451 0.0048922 0.00378089 0.00272445 0.00242524 0.00202734
internal_count=3121 3020 2543 2272 2219 2088 2031 1004 900 1027 928 707 576 501 405 298 235 201 99 284
is_linear=0
shrinkage=0.00148603


Tree=1848
num_leaves=22
num_cat=0
split_feature=1213 14 3 1374 457 3 1 12 49 42 2 3 4 49 16 4 42 1 47 3 0
split_gain=0.000594529 0.000381472 0.000428471 0.000376561 0.000369644 0.000381785 0.000448318 0.000411379 0.00037809 0.000366503 0.000290359 0.000296778 0.000428632 0.000253599 0.000196732 0.000305935 0.00018042 0.000151841 0.000149939 0.000114194 0.000106141
threshold=-1.0000000180025095e-35 0.076175000000000007 0.30112000000000005 -0.094929999999999987 0.080930000000000016 0.088060000000000013 0.12958500000000003 0.09334000000000002 -0.083094999999999988 1.0000000180025095e-35 0.10855000000000002 -0.078934999999999991 -0.083854999999999985 -0.006494999999999999 0.22339500000000004 0.41816000000000003 0.08623500000000002 0.086560000000000012 0.096475000000000019 -0.12018999999999998 0.041630000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 10 -6 19 11 12 -5 -7 15 18 17 -13 -15 -9 -16
right_child=1 -3 -4 4 8 13 -8 9 -10 -11 -12 16 -14 14 20 -17 -18 -19 -20 -21 -22
leaf_value=-0.00094768892864613896 -0.00075983158057988374 -0.00076048065735256703 0.00099906330407817465 0.00019584932555121384 -7.6251863889280911e-05 -0.0009272549454251303 0.00093479553221888722 0.00041138317588528705 0.0010198049528527446 -0.00080788950030177137 0.00076065374851466043 0.0005339288238263082 -0.00094762619969555016 0.00076748135100064411 -0.00081072596831255068 -0.00054979846834256991 0.00081564425021043996 -0.00015605578888210124 8.9877213085992573e-06 -0.00025373244377589716 -0.00016035761044563059
leaf_weight=0.0013530207325121576 0.0011860359595434735 0.0012009450968457616 0.0010324905032743628 0.0017951651158010749 0.0011152732314840819 0.0010650327908034996 0.0013896985753967953 0.0010915592009190789 0.0016657243239243105 0.0018132203407790204 0.0018068245106930281 0.0012225603363367234 0.0011361841579562403 0.0010968486112155054 0.0010994838334852375 0.0011189925712002946 0.001273039927727454 0.0015169292605916596 0.001116024321156317 0.0011000904101455692 0.001033066578031594
leaf_count=491 50 87 130 190 59 34 111 81 131 305 149 73 653 31 19 24 127 87 36 221 32
internal_value=0 4.20653e-05 7.96054e-05 4.10801e-05 8.15781e-05 1.45008e-05 0.000149009 6.33992e-05 0.000580249 -0.000323347 0.000240398 0.000105026 -0.000247359 -0.000276896 -0.000150139 7.10176e-05 0.00036246 0.000151866 0.000384948 7.75309e-05 -0.000495669
internal_weight=0 0.0268752 0.0256742 0.0246418 0.0234557 0.0206747 0.0141453 0.0127556 0.002781 0.00400487 0.0087507 0.00694388 0.00293135 0.00652945 0.00546442 0.00333187 0.00401253 0.00273949 0.00221287 0.00219165 0.00213255
internal_count=3121 2630 2543 2413 2363 2173 1997 1886 190 607 1279 1130 843 176 142 91 287 160 67 302 51
is_linear=0
shrinkage=0.00145689


Tree=1849
num_leaves=14
num_cat=0
split_feature=48 1 15 16 0 15 151 15 13 2 43 51 16
split_gain=7.78598e-05 0.000134005 0.000154263 0.000178395 0.000131243 0.000104838 0.000105482 0.000113399 8.89271e-05 0.000124929 9.59696e-05 8.79174e-05 8.26182e-05
threshold=-0.086869999999999989 0.104035 -0.016799999999999995 -0.061854999999999993 -0.11756999999999999 0.091475000000000015 -0.078754999999999978 -0.095869999999999983 -0.0034749999999999994 0.084715000000000013 0.05259500000000001 -0.10942499999999998 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 4 -3 6 -2 -8 9 -9 -11 -5 -10
right_child=1 2 -4 11 -6 -7 7 8 12 10 -12 -13 -14
leaf_value=-0.0014336997390891801 0.0013685966552828795 0.00018379969206647044 0.002010424920255291 0.00010703619091090942 0.0025101138573246527 -0.0019475889811300814 -0.0018667558047005585 0.0018670810389016111 -0.0016574184385177776 -0.0012193533430670154 0.00090185123287972869 -0.002074913664196367 0.00019447623187376724
leaf_weight=0.0010302071418135652 0.0011526133066647043 0.0019375084074850224 0.0017612391638270877 0.0010247670292674316 0.0010725551949059831 0.0010141740676838937 0.0012026336038142424 0.0012098217437825623 0.00148805278560365 0.0013016840331186302 0.0011380168693372189 0.0010794363738146906 0.0012720233508711279
leaf_count=77 293 134 138 65 197 449 245 366 250 495 94 131 187
internal_value=0 7.77795e-05 0.000648554 0.000179556 0.00101272 -0.000323525 -0.000135606 -0.000363366 -8.12849e-05 0.000465251 -0.000229901 -0.00101228 -0.000803944
internal_weight=0 0.0166545 0.00687551 0.00511427 0.00301006 0.00977902 0.00876485 0.00761223 0.0064096 0.00364952 0.0024397 0.0021042 0.00276008
internal_count=3121 3044 665 527 331 2379 1930 1637 1392 955 589 196 437
is_linear=0
shrinkage=0.00533549


Tree=1850
num_leaves=25
num_cat=0
split_feature=14 1213 1374 457 49 3 39 42 43 484 453 15 11 13 43 133 49 43 4 0 1 15 42 1
split_gain=0.000659502 0.000546589 0.000448781 0.000475551 0.000563936 0.000401281 0.000483218 0.000481371 0.000437844 0.00048928 0.000430129 0.000554211 0.000368027 0.000377881 0.000404708 0.000505232 0.00040884 0.000311287 0.00031095 0.000282508 0.000193792 0.000131136 0.000111353 3.25673e-05
threshold=0.076175000000000007 -1.0000000180025095e-35 -0.094929999999999987 0.045365000000000009 -0.083629999999999996 0.30112000000000005 0.13507500000000003 -0.11051499999999999 0.24789500000000006 -1.0000000180025095e-35 1.0000000180025095e-35 -0.24436499999999997 0.080455000000000013 -0.091559999999999989 -0.074359999999999996 0.087985000000000022 0.10595500000000001 0.070450000000000013 -0.27825499999999997 -0.057069999999999989 0.086560000000000012 -0.090344999999999995 0.087075000000000014 0.096255000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 7 -4 9 -9 11 -11 13 17 15 19 18 -13 -16 22 -20 -6 -15 -22
right_child=-2 2 3 4 21 -7 -8 8 -10 10 -12 12 -14 14 16 -17 -18 -19 20 -21 23 -23 -24 -25
leaf_value=-0.00086865758554410886 -0.00092396300322009886 -0.00074210639217898761 -0.00096537807153236274 -0.00020717591900957908 0.0013287532481139272 0.00086220679785441266 0.00089933580675354615 -0.0007695995209255368 -0.00087001413189989661 0.00095049200741317006 -0.00067173264445614185 0.00024980751514960689 -0.00068084333610062898 0.00052664436262544654 -0.001106140943878599 -0.00045567643577943605 0.00053646540423551515 0.0011716350165689364 0.00023391169128113607 0.00095547146980263522 -0.0002961749081790089 0.00064589831727626993 -0.00011208458653020733 -0.00064490227188836538
leaf_weight=0.0012419295145527911 0.0014600813776479695 0.0012421156795827662 0.0010484363060293258 0.0010966986291824909 0.0012183096242361913 0.0011313026776962323 0.0011304384265642389 0.0013092703841106881 0.0010555390728942396 0.0016387209174878207 0.0012582553607067828 0.001974903220498086 0.0011162968321976061 0.0010689425875258229 0.0010255906452928043 0.0012911744133867753 0.0010632662073353852 0.0011289333866542073 0.0011713842097358391 0.0018362407424286032 0.0010139442048944236 0.0010075147524157826 0.001071891405072023 0.0010892542799723071
leaf_count=477 101 53 114 61 54 114 35 402 145 141 60 66 100 147 54 183 63 18 286 63 111 112 101 60
internal_value=0 4.03784e-05 8.07151e-05 0.000118927 0.000614706 4.86042e-05 7.31536e-06 -4.03348e-05 7.88378e-06 5.65065e-05 0.000117446 0.000177661 9.23886e-05 0.00015523 2.97336e-05 0.000305401 -0.000241041 0.000585096 -0.000433288 0.000552488 -0.000222553 0.00101966 0.00020684 -0.000476782
internal_weight=0 0.0292304 0.0279884 0.0267463 0.00332252 0.0234238 0.0222925 0.021162 0.0201136 0.0190581 0.0177488 0.0164905 0.0148518 0.0137355 0.0106317 0.00526825 0.00536344 0.00310384 0.00430017 0.00397707 0.00327458 0.00222582 0.00214083 0.0021032
internal_count=3121 3020 2543 2490 227 2263 2149 2114 2000 1855 1453 1393 1252 1152 1068 494 574 84 511 311 457 166 248 171
is_linear=0
shrinkage=0.00140032


Tree=1851
num_leaves=13
num_cat=0
split_feature=128 12 47 131 50 4 2 15 1 133 3 1
split_gain=7.80171e-05 9.48158e-05 0.000155569 0.000198629 0.000227121 0.000227032 0.000171196 0.000186016 0.000150965 0.000148557 0.000117637 0.000102602
threshold=1.0000000180025095e-35 -0.010834999999999999 0.10904500000000002 0.077555000000000027 0.07826000000000001 0.0052350000000000009 0.11411 -0.095869999999999983 0.086560000000000012 1.0000000180025095e-35 -0.116045 0.097115000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 4 5 8 7 -7 9 10 -3 -1
right_child=-2 2 -4 -5 -6 6 -8 -9 -10 -11 -12 -13
leaf_value=-0.00039435218043135415 -0.0016350566505464004 0.0028577469081383497 -0.0019841493935753318 -0.002483122540241643 -0.0023307509030674038 0.00066352338238311363 -0.00038095582512118306 0.0036597282579503656 -0.0016402111498873347 -0.00098599817809500909 0.00023577061682375825 0.0020409833193547355
leaf_weight=0.0010407323461540897 0.0010453852869314112 0.0011449293145445747 0.0014935130080538381 0.0010188788333018459 0.0010814397372354402 0.001333179729774786 0.0011092370680509389 0.0018701129043828587 0.0017901841732919227 0.0015999014664723268 0.001465377699159936 0.001729975565334628
leaf_count=102 231 48 125 346 392 107 136 171 243 454 473 293
internal_value=0 9.09178e-05 -0.000115351 0.000109496 0.000341326 0.000621527 0.00169416 0.00241274 -0.000149385 0.000484516 0.00138582 0.00112622
internal_weight=0 0.0166775 0.0139068 0.0124132 0.0113944 0.0103129 0.00431253 0.00320329 0.00600039 0.00421021 0.00261031 0.00277071
internal_count=3121 2890 2495 2370 2024 1632 414 278 1218 975 521 395
is_linear=0
shrinkage=0.0061288


Tree=1852
num_leaves=13
num_cat=0
split_feature=43 42 40 48 4 3 0 0 15 4 3 15
split_gain=7.87942e-05 0.000158816 0.000216311 0.000149833 0.000129629 0.000185213 0.000216273 0.000137751 0.000167123 0.000209292 0.000239523 5.24217e-05
threshold=0.21122500000000002 -0.11466499999999999 -0.013874999999999998 0.12649500000000002 -0.27825499999999997 -0.10023499999999998 -0.060129999999999996 -0.082974999999999979 -0.095869999999999983 0.0052350000000000009 -0.015584999999999998 -0.11345499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -6 8 11 10 -10 -7
right_child=-2 2 3 -5 5 7 -8 -9 9 -11 -12 -13
leaf_value=-0.0024160087115129413 -0.0017323346650477643 0.0024170939666624445 -0.0014387291677947442 -0.0024540740174375901 0.00039252269492494882 -8.8748092871306645e-05 0.0042335089776427059 -0.0016468497148729307 0.0022506733983802753 0.0032369686998184673 -0.0022060050165979986 -0.0020100123665791093
leaf_weight=0.0010311051516522758 0.0010960860067493186 0.001825974801678786 0.0018477638677049249 0.0010246815580693966 0.0015592292563301191 0.0015785982804552151 0.0011005323389590713 0.001813202022721918 0.0010541974113922204 0.0015113916100461654 0.0010688426189138216 0.0010346708696587509
leaf_count=159 198 284 197 65 170 183 84 858 609 142 88 84
internal_value=0 0.000104662 0.000273224 -1.47641e-05 0.000184108 0.000463813 0.00198181 -3.7063e-05 0.000430128 0.00135017 6.96261e-06 -0.000849434
internal_weight=0 0.0164502 0.0154191 0.0135931 0.0125684 0.0107207 0.00265976 0.0080609 0.0062477 0.00363443 0.00212304 0.00261327
internal_count=3121 2923 2764 2480 2415 2218 254 1964 1106 839 697 267
is_linear=0
shrinkage=0.00663402


Tree=1853
num_leaves=14
num_cat=0
split_feature=1 0 4 4 47 1 13 0 15 51 4 3 13
split_gain=7.94422e-05 0.000203376 0.000139186 0.000115717 0.000125833 0.000143452 0.000131199 0.000123707 0.000164727 0.000118622 8.82967e-05 7.63042e-05 6.34906e-05
threshold=0.08592000000000001 -0.060129999999999996 -0.49405499999999997 -0.084369999999999987 0.087235000000000021 0.13146500000000003 -0.095304999999999987 -0.077809999999999976 -1.0000000180025095e-35 0.086685000000000012 0.24564500000000003 0.013900000000000001 -0.029529999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 -3 -2 6 10 -5 8 9 -8 -6 -1 -4
right_child=3 2 12 4 5 -7 7 -9 -10 -11 -12 -13 -14
leaf_value=-0.0025657504097718071 -0.0013880281174226375 -0.0011427532648360843 0.000322116184448531 0.003079505550450713 -0.0025401899783823183 0.0013801850617514717 0.0019111953189283723 0.0023432158803100463 -0.0019861469746941828 -0.0005692113152612247 -0.00018921788610297898 -0.00046441982641748955 0.0024603329818005436
leaf_weight=0.0017610392748753046 0.001343191136606082 0.0012830354978873373 0.0010139761546850146 0.0010084249557065226 0.0010781242104613842 0.001169949760868233 0.0017213993494930033 0.0012561997220563708 0.0010207210125550981 0.0012502083894894156 0.0013532928604664818 0.0010280150114279074 0.0010742606354341433
leaf_count=1510 225 67 75 149 172 36 203 291 162 45 52 57 77
internal_value=0 -0.00056691 0.000445963 0.000299571 0.000529505 -0.000383177 0.00105483 0.000665814 0.000138014 0.000867644 -0.00123167 -0.00179122 0.00142209
internal_weight=0 0.00616033 0.00337127 0.0112015 0.00985832 0.00360137 0.00625695 0.00524853 0.00399233 0.00297161 0.00243142 0.00278905 0.00208824
internal_count=3121 1786 219 1335 1110 260 850 701 410 248 224 1567 152
is_linear=0
shrinkage=0.0061288


Tree=1854
num_leaves=21
num_cat=0
split_feature=1213 14 160 1374 52 157 159 453 130 15 484 133 123 1 12 3 12 3 16 42
split_gain=0.000651761 0.000518896 0.000410491 0.000332479 0.000297488 0.00039296 0.000441484 0.000378961 0.000416642 0.000300424 0.000328431 0.000358121 0.00023091 0.000483984 0.000234603 0.000360271 0.000455526 0.000345824 0.00021087 0.00013957
threshold=-1.0000000180025095e-35 0.076175000000000007 -0.26568499999999995 -0.094929999999999987 -0.40306999999999998 -0.077384999999999995 0.10519500000000001 1.0000000180025095e-35 -0.0015749999999999998 0.097485000000000016 -1.0000000180025095e-35 0.10622000000000002 0.086120000000000016 0.13210500000000003 -1.0000000180025095e-35 0.10299500000000002 0.092355000000000007 -0.10831999999999999 -0.083539999999999989 0.083995000000000014
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 8 -7 10 -10 12 13 14 -12 16 17 -16 19 -19
right_child=1 -3 3 4 5 6 -8 -9 9 -11 11 -13 -14 -15 15 -17 -18 18 -20 -21
leaf_value=-0.00099230010751529939 -0.00077841248223383395 -0.00090889737318689348 -0.00064612419794686364 -0.00045034956083519215 0.00080705901548452322 -0.00057731620241527294 -0.00070602376791778303 -0.00063035023190727345 -0.00029406786314210885 -0.00028148805578773667 -0.00016170396028309449 -0.00031346418577490707 -0.00013878351539407474 0.0014005512013841282 0.0012222203611284978 0.0010643918077940103 -0.0002277796790346946 0.0003156049638074937 -3.8240489020962911e-05 0.0010138038297065864
leaf_weight=0.0012730399494849656 0.0010582121115648704 0.0010969205454793842 0.0010809272319525212 0.0015180858304843078 0.0018551153061994166 0.00115506377118224 0.0011578157365393768 0.0010523402438542542 0.0013766207892060159 0.0016059783610733449 0.0010798539870287257 0.001173640100448182 0.0010243816318048641 0.0011876361254333787 0.0012834553085245793 0.0019278945475189602 0.0017893407927767058 0.0011837988658749366 0.0014480974420547788 0.0010678529468979292
leaf_count=491 217 87 53 299 205 186 176 60 256 131 119 177 102 69 50 66 131 55 150 41
internal_value=0 3.37826e-05 7.51013e-05 0.000112785 0.000148627 0.00019118 0.00013263 0.000185529 0.000235147 0.000293261 0.000356732 0.000424779 0.000497028 0.000556412 0.000453906 0.000530313 0.00037828 0.000595901 0.000378628 0.000646728
internal_weight=0 0.026123 0.0250261 0.0239679 0.022887 0.0213689 0.0195138 0.018356 0.0173036 0.0161486 0.0145426 0.013166 0.0119923 0.0109679 0.00978029 0.00870044 0.00677255 0.0049832 0.00369975 0.00225165
internal_count=3121 2630 2543 2326 2273 1974 1769 1593 1533 1347 1216 960 783 681 612 493 427 296 246 96
is_linear=0
shrinkage=0.00140032


Tree=1855
num_leaves=15
num_cat=0
split_feature=48 1 52 16 43 13 4 43 40 48 14 2 13 15
split_gain=8.00752e-05 0.000122943 0.000139112 0.000185331 0.000161315 0.000191446 0.000132144 0.000112695 0.000147535 0.000202237 0.000212685 0.000303816 0.000182708 0.000151731
threshold=-0.086869999999999989 0.090405000000000013 -0.077024999999999996 0.25084500000000004 -0.0037449999999999996 -0.095304999999999987 -0.014149999999999998 -0.25681499999999996 -0.012109999999999998 0.12649500000000002 -0.10708499999999999 0.11362000000000001 -0.063184999999999977 -0.09551999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 -4 -6 -2 -3 -9 10 -10 12 -12 -14
right_child=1 7 3 -5 5 -7 -8 8 9 -11 11 -13 13 -15
leaf_value=-0.0017187371612591474 -0.00058291129384340922 -0.0014032270964267901 -0.003185461266683229 0.0012242501324345328 0.0013348829311760997 -0.0024573033758257829 0.0024514181216693663 0.0030244768334397425 -0.0014681082668652175 -0.002077885178758487 -0.0014462607625607574 0.0044037012142343424 -0.00010381821852313213 0.0028311144890229055
leaf_weight=0.0010075239550859641 0.00127469673818148 0.0010059907015613776 0.0017092653824055861 0.0010333056478983582 0.0010229300356702775 0.0010587228342698205 0.0010016101266818855 0.0010315003639861592 0.0011776937499899951 0.0010230929597714322 0.0011314259378856781 0.0010900075872628534 0.0012351119268219088 0.0015551315868838449
leaf_count=77 240 35 1004 35 80 397 209 241 79 56 242 120 57 249
internal_value=0 9.71205e-05 -0.000521589 -0.00112264 -0.00176235 -0.000593812 0.00075224 0.000572059 0.000813099 0.000496835 0.000922433 0.00148419 0.000672722 0.00153196
internal_weight=0 0.0163505 0.00710053 0.00482422 0.00379092 0.00208165 0.00227631 0.00924995 0.00824396 0.00721246 0.00618937 0.00501168 0.00392167 0.00279024
internal_count=3121 3044 1965 1516 1481 477 449 1079 1044 803 747 668 548 306
is_linear=0
shrinkage=0.00625138


Tree=1856
num_leaves=22
num_cat=0
split_feature=14 1213 3 453 483 39 160 1374 11 159 484 4 49 2 43 16 51 15 1 47 15
split_gain=0.000548172 0.000498073 0.000321665 0.000335886 0.000277385 0.000240711 0.000246563 0.000246542 0.000279513 0.000336212 0.000271698 0.000278071 0.00024666 0.000257986 0.000314886 0.000252738 0.000195857 0.000232766 0.000365846 0.000136261 5.34221e-05
threshold=0.076175000000000007 -1.0000000180025095e-35 0.30112000000000005 1.0000000180025095e-35 0.080810000000000007 -1.0000000180025095e-35 -0.22361499999999998 -0.08070999999999999 0.088215000000000002 0.10407500000000001 0.084040000000000017 0.27044500000000005 0.10247500000000002 0.091545000000000015 -0.14169499999999999 0.15273500000000004 0.078435000000000019 0.088345000000000021 0.095285000000000022 0.13206500000000002 1.0000000180025095e-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 -3 -7 -8 9 10 11 12 13 16 -15 20 17 18 -9 -20 -16
right_child=-2 2 -4 -5 -6 6 7 8 -10 -11 -12 -13 -14 14 15 -17 -18 -19 19 -21 -22
leaf_value=-0.00098652577713712422 -0.0010687741881601361 -0.00059727924466942983 0.00093320344494691207 -0.00073158339353418262 -0.00071579689810015923 -0.00057128020266667421 -0.00051724712091043539 -0.00058729256811334196 -0.00049155290981016115 -0.00049252665529213628 0.0011245401163585014 0.0010775571451173559 0.0010032409734868771 0.00065668904539714266 0.00024912487828929837 -0.00089302191292901453 0.00097733756414333881 0.0007135734673150571 0.00068549449420069223 -4.9690837439394204e-05 -0.00024600467043520727
leaf_weight=0.0011282402969814411 0.0011667987683081629 0.0010627615305303087 0.0010642299571401717 0.0013018359918873781 0.0010037826836392085 0.0010452071911252045 0.0010725499362367321 0.0014524448906041432 0.0011425148613426464 0.0011852131615701774 0.0011271755701587347 0.0011054111220567689 0.0010024552329030477 0.0010297537983277039 0.0010376740659197581 0.0012792968848720498 0.0011272864672877692 0.0019221651246880134 0.0016059735975941791 0.0010284390677952615 0.0011343257070116075
leaf_count=477 101 40 130 73 298 220 52 376 91 163 108 148 132 38 102 95 90 194 80 9 104
internal_value=0 3.72089e-05 8.58812e-05 4.60976e-05 9.34854e-05 0.000133383 0.000173622 0.000216277 0.000262071 0.000315759 0.00038026 0.000319136 0.000252703 0.00018794 -0.000108624 -0.000336969 0.000374159 0.000261004 4.81475e-05 0.000398488 -9.45626e-06
internal_weight=0 0.0248587 0.0237305 0.0226663 0.0213644 0.0203606 0.0192979 0.0182527 0.0171801 0.0160376 0.0148524 0.0137252 0.0126198 0.0116174 0.00448105 0.0034513 0.00713631 0.00600902 0.00408686 0.00263441 0.002172
internal_count=3121 3020 2543 2413 2340 2042 2002 1782 1730 1639 1476 1368 1220 1088 339 301 749 659 465 89 206
is_linear=0
shrinkage=0.00157699


Tree=1857
num_leaves=12
num_cat=0
split_feature=41 2 3 1 52 4 3 3 13 2 3
split_gain=7.61855e-05 0.00012392 9.21831e-05 9.65453e-05 0.000219485 0.000188664 0.000234085 0.000302513 0.000225079 0.000170348 0.000165751
threshold=0.078475000000000017 -1.0000000180025095e-35 -0.15447499999999995 0.11551000000000002 0.11434500000000002 -0.083854999999999985 0.090900000000000009 0.12178000000000001 -0.0034749999999999994 0.088930000000000023 0.10299500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 8 9 -8 -4 -7 -5
right_child=-2 2 3 10 -6 6 7 -9 -10 -11 -12
leaf_value=0.0017959072844916969 -0.0013842371043653091 0.0013154786836577885 0.0022567093553383807 0.0018800969429557117 -0.0025488502251221337 -0.0028538594297451486 0.0019606760105069596 -0.0014240945605332202 -0.000723115644427068 -0.00053627024222592545 -0.00042965759251530609
leaf_weight=0.0010766884023072484 0.0010324898704819887 0.0012577591179728778 0.0016199337343335563 0.0015296003457571225 0.0011697192742782048 0.0015367284671627983 0.0016249681490680956 0.0013008987454483645 0.0012129030694138726 0.0019935362113800356 0.0019136636702606902
leaf_count=177 148 139 228 163 386 798 73 44 206 627 132
internal_value=0 8.11589e-05 -4.06277e-05 -0.00016332 -0.00041344 -0.000144537 -0.000638346 0.00045574 0.000980872 -0.00154512 0.000596404
internal_weight=0 0.0162364 0.0151597 0.013902 0.0104587 0.00928897 0.00645613 0.00292587 0.00283284 0.00353026 0.00344326
internal_count=3121 2973 2796 2657 2362 1976 1542 117 434 1425 295
is_linear=0
shrinkage=0.00523088


Tree=1858
num_leaves=12
num_cat=0
split_feature=12 475 15 16 13 47 42 43 0 0 1
split_gain=8.71514e-05 8.53098e-05 0.000128106 0.000116594 0.000148062 0.000146383 0.000238435 0.000208567 0.000285188 0.000196762 0.000159853
threshold=0.11650500000000001 -1.0000000180025095e-35 -0.24436499999999997 -0.36241499999999999 -0.091054999999999983 0.10783500000000001 -0.0060199999999999993 -0.083684999999999996 -0.084144999999999984 0.030935000000000004 0.094385000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -5 -8 10 -10 -9
right_child=-2 2 3 5 -6 -7 7 8 9 -11 -12
leaf_value=-0.001247388216212932 -0.001759388990774021 0.002344507089213921 0.00029652613937777031 -0.0025048906329377817 -0.002953611552900812 0.0021158127525440756 0.0023887339753718663 -0.00033817016623707028 -0.0040920432646288935 -6.2848803168677188e-05 0.0023603142527696525
leaf_weight=0.0017316497524295744 0.0011222588787024304 0.0011687249770381746 0.0012851877853151672 0.0013158730285084842 0.0011007402059270482 0.0017357890787235162 0.0018572006209235945 0.0019357909293039747 0.0010187966723355403 0.0010320650674243148 0.0017847806162820667
leaf_count=490 147 200 96 658 143 114 237 411 461 80 84
internal_value=0 0.00011568 0.000281494 9.69653e-05 -0.00120291 0.000387352 5.19238e-05 0.000492952 -0.000117095 -0.00206441 0.000956309
internal_weight=0 0.0159666 0.0142349 0.0130662 0.00238593 0.0106803 0.00894451 0.00762863 0.00577143 0.00205086 0.00372057
internal_count=3121 2974 2484 2284 239 2045 1931 1273 1036 541 495
is_linear=0
shrinkage=0.00650394


Tree=1859
num_leaves=19
num_cat=0
split_feature=14 1213 474 453 16 160 50 16 13 133 13 42 4 43 16 4 1 4
split_gain=0.000608053 0.000494231 0.000239662 0.000273372 0.000297829 0.000270466 0.000452423 0.000390449 0.000297067 0.000330713 0.000326188 0.000172693 0.000199995 0.000179885 0.000364695 0.000313725 0.00012791 8.09835e-05
threshold=0.076175000000000007 -1.0000000180025095e-35 0.082665000000000002 1.0000000180025095e-35 -0.49446999999999991 -1.0000000180025095e-35 0.099450000000000011 0.062650000000000025 -0.49353499999999995 -1.0000000180025095e-35 -0.076599999999999988 -0.11466499999999999 0.053180000000000012 -0.15879999999999997 0.052820000000000013 -0.0016099999999999997 0.078340000000000007 0.40473500000000007
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 17 7 8 -6 -7 -10 16 -12 13 -13 15 -15 -11 -3
right_child=-2 2 -4 -5 5 6 -8 -9 9 10 11 12 -14 14 -16 -17 -18 -19
leaf_value=-0.00083357810113200367 -0.00095121475393130739 0.00029322097502263155 0.00054760305647968933 -0.00059813558415330848 -0.00072752181884842382 -0.0006549439536393197 0.00086973507722583072 0.00026642669231698494 -0.00059562317653245802 0.00031244962841838695 -0.00045662980321526812 0.00035966915834670246 0.00046134840891580144 0.00053402422339523278 -0.00086590651318407331 -0.00034771658771756469 0.00089012900786749954 0.00080195578280229047
leaf_weight=0.0010855498126027948 0.0011387445984660785 0.0011525643743595061 0.0017455712651384672 0.0011114815259450342 0.0018091707857583591 0.0010433215486824699 0.0011914903730009261 0.0011106035232468642 0.0011488274122150926 0.0017188948999861094 0.001155372632526022 0.0014366948511863606 0.0018908549653206819 0.0012955460701269388 0.0010155872084522261 0.0015352205225652813 0.0010909993366405857 0.0010332897974497379
leaf_count=477 101 82 367 72 451 21 115 103 330 113 53 67 98 198 156 54 141 122
internal_value=0 3.60394e-05 7.80226e-05 3.85005e-05 7.45507e-05 1.70104e-05 9.06864e-05 -0.000349451 2.10587e-05 7.84552e-05 0.000147976 1.68235e-05 9.30742e-05 -3.87347e-05 -0.000187547 5.58263e-05 0.000536746 0.000533708
internal_weight=0 0.023571 0.0224855 0.0207399 0.0196284 0.0174426 0.0145228 0.00291977 0.0133313 0.012288 0.0111392 0.00832928 0.0071739 0.00528305 0.00384635 0.00283077 0.00280989 0.00218585
internal_count=3121 3020 2543 2176 2104 1900 1346 554 1231 1210 880 626 573 475 408 252 254 204
is_linear=0
shrinkage=0.00131955


Tree=1860
num_leaves=13
num_cat=0
split_feature=43 42 40 133 43 4 47 3 4 1 3 0
split_gain=8.31244e-05 0.00013708 0.000185651 0.000139977 0.000149517 0.000209204 0.000243259 0.000140493 0.000162666 0.000159202 9.02228e-05 5.78225e-05
threshold=0.21122500000000002 -0.11466499999999999 -0.013874999999999998 0.095000000000000015 -0.074359999999999996 -0.27825499999999997 0.092530000000000015 0.12178000000000001 0.0061450000000000003 0.088485000000000022 -0.10519499999999998 -0.15350499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 10 -6 7 8 9 -7 -4 -10
right_child=-2 2 3 -5 5 6 -8 -9 11 -11 -12 -13
leaf_value=-0.0023849065731689802 -0.0019001949627931185 0.0024450558834148129 0.0028291125158475617 -0.0024651948435578026 -0.0029313294393218414 0.0015309173393673139 -0.0028337390241327371 -0.0011682439017283402 0.0038539060378383733 -0.0020669963837153635 0.0005035276022106516 0.0016260285323100084
leaf_weight=0.0010144616307099551 0.0010783598213210668 0.0017484166914337592 0.0014124966440620668 0.0010477491822124896 0.0012546693070822909 0.0014840937322251812 0.0011306702623614662 0.0015056241147266558 0.0010544504783318587 0.001034363984317721 0.0019940144671541362 0.0012762037273587861
leaf_count=159 198 284 99 459 177 511 101 109 71 141 676 136
internal_value=0 0.000119376 0.000289392 3.73892e-06 0.000216706 -0.000270926 0.000174998 0.00071033 0.00129362 5.32065e-05 0.00146782 0.00263398
internal_weight=0 0.0159572 0.0149428 0.0131943 0.0121466 0.00874008 0.00748541 0.00635474 0.00484911 0.00251846 0.00340651 0.00233065
internal_count=3121 2923 2764 2480 2021 1246 1069 968 859 652 775 207
is_linear=0
shrinkage=0.00704007


Tree=1861
num_leaves=20
num_cat=0
split_feature=14 1213 3 40 42 39 48 402 50 4 0 3 15 0 47 0 52 49 0
split_gain=0.000627116 0.000552911 0.000327554 0.00028606 0.000587131 0.000361626 0.000446789 0.000323374 0.000364727 0.000276593 0.000473885 0.000363247 0.000388296 0.000520414 0.000454159 0.000399591 0.000398517 0.000220376 0.000187271
threshold=0.076175000000000007 -1.0000000180025095e-35 0.30112000000000005 0.05433000000000001 -0.11466499999999999 0.084405000000000008 0.12649500000000002 0.073745000000000019 0.088425000000000017 -0.27825499999999997 0.18019500000000002 -0.10519499999999998 -0.077219999999999983 -0.10096999999999999 0.092530000000000015 -0.077809999999999976 -0.066844999999999988 -0.046019999999999998 -0.066089999999999996
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 -6 18 14 17 16 -15 -13 -14 -11
right_child=-2 2 -4 -5 5 -7 -8 -9 -10 11 -12 12 13 15 -16 -17 -18 -19 -20
leaf_value=-0.0009576933595952632 -0.0010788123673319417 -0.001090717225919149 0.00090548235049264954 0.00070854903123313245 -0.00086513175525790493 0.00076050084807765021 -0.00080545671700720444 0.0008267867246009162 -0.00070859594444855258 0.00034288975403787557 0.00038539153158285408 -0.00038938995920618683 0.00038603290132166484 -0.00071380284354942056 -0.00094719268206859629 0.00046132878002809398 0.00064772211885333049 0.0013382521636871572 0.0012147993541874753
leaf_weight=0.0012397918672355365 0.0012292899888406419 0.0010779255310147109 0.0010565164552116526 0.001392479658437972 0.001665548321174124 0.0015516185945187574 0.0014625768012624931 0.0011974888183296046 0.0014735920671151833 0.0012958918746210912 0.0011962695529064149 0.0019861442383336536 0.0010450705946036809 0.0012639900994700021 0.0014812928227003752 0.0014024427857294098 0.0014897070169274463 0.0011991023036657051 0.0010047733592259888
leaf_count=477 101 120 130 56 147 253 60 176 370 63 16 127 49 417 93 242 132 37 55
internal_value=0 2.96088e-05 8.01008e-05 4.24905e-05 -6.69374e-08 5.66847e-05 -3.00258e-07 6.62261e-05 1.10411e-05 8.15957e-05 -0.0003424 0.000181313 5.48597e-05 0.000356958 -0.000244402 -9.57281e-05 5.51035e-05 0.000894821 0.00072368
internal_weight=0 0.0254822 0.0242424 0.0231859 0.0217934 0.0207155 0.0191639 0.0177013 0.0165038 0.0150302 0.00286182 0.0121684 0.00986775 0.00491061 0.00495714 0.00266643 0.00347585 0.00224417 0.00230067
internal_count=3121 3020 2543 2413 2357 2237 1984 1924 1748 1378 163 1215 1097 745 352 659 259 86 118
is_linear=0
shrinkage=0.00151575


Tree=1862
num_leaves=23
num_cat=0
split_feature=14 1213 1374 453 376 484 160 50 128 2 3 133 12 4 43 52 2 133 15 4 4 4
split_gain=0.000556785 0.000508335 0.000340334 0.000339574 0.000352389 0.000415897 0.000409921 0.000492425 0.000334954 0.000294873 0.000392779 0.000364331 0.000412968 0.000584614 0.000339169 0.000380932 0.000193565 0.000171438 0.000144152 9.90912e-05 6.90788e-05 5.89705e-05
threshold=0.076175000000000007 -1.0000000180025095e-35 -0.094929999999999987 1.0000000180025095e-35 0.11430500000000002 -1.0000000180025095e-35 -0.098904999999999979 0.10030500000000002 0.086435000000000012 0.13712500000000002 0.10542000000000001 0.09389500000000002 0.092355000000000007 0.09173000000000002 -0.067199999999999996 -0.082554999999999976 0.085730000000000015 0.084990000000000024 -0.091184999999999988 -0.014149999999999998 -0.00059999999999999995 -0.068329999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7 8 9 10 11 12 14 -14 17 -16 -17 21 -12 -20 -18 -8
right_child=-2 2 3 -5 -6 6 7 -9 -10 -11 18 -13 13 -15 15 16 20 -19 19 -21 -22 -23
leaf_value=-0.00085474707879326943 -0.00095073755670886109 -0.00073426996878888338 -0.00049996790157191915 -0.00059174105172314921 -0.00068725904674466344 -0.00048325365723018293 0.0012840295211136105 0.0011543128298443892 -0.00054870579087861469 -0.0003980528952336507 0.00032690879847532942 -0.00055952442829212078 -0.00087532605332905022 0.00042325717588001196 -0.00056653284806413499 3.2651540115251525e-05 0.00099320947029862719 0.00034694236137389911 0.00071488258508569486 0.0013002774277543381 0.00046626104152173271 0.00080675143609535414
leaf_weight=0.0012982691526048909 0.0012740696164634793 0.0010464126521316777 0.0016974679034840933 0.0013671798247671943 0.0010082150775526646 0.0014999307537681963 0.001211094981467653 0.0013548623270820395 0.0010658330274246888 0.0012134484572738904 0.0010961432146840977 0.001149891546822727 0.0013328406286117547 0.0016428136607995469 0.001009351336220426 0.0014215585703199005 0.0010491953322697631 0.001024889986561528 0.0014675559125407744 0.0010549386201299535 0.0010630357952015126 0.0010058074444136674
leaf_count=477 101 53 465 79 26 326 28 73 105 107 35 245 203 53 80 134 80 159 48 42 71 131
internal_value=0 3.47648e-05 7.9556e-05 0.000113983 0.000155271 0.00019326 0.000250208 0.000307617 0.0002432 0.000293613 0.00034766 0.000219947 0.000303242 -0.000158398 0.000479696 0.000222821 0.000448283 0.000839689 0.000768019 0.000959702 0.000728009 0.00106749
internal_weight=0 0.0270807 0.0257825 0.0247361 0.0233689 0.0223607 0.0206632 0.0191633 0.0178084 0.0167426 0.0155291 0.0119105 0.0107606 0.00297565 0.00778493 0.00454314 0.00353379 0.00324179 0.00361864 0.00252249 0.00211223 0.0022169
internal_count=3121 3020 2543 2490 2411 2385 1920 1594 1521 1416 1309 1184 939 256 683 365 285 318 125 90 151 159
is_linear=0
shrinkage=0.00145689


Tree=1863
num_leaves=14
num_cat=0
split_feature=11 3 457 1 52 4 13 15 48 47 4 42 15
split_gain=7.95093e-05 0.000103668 0.000128983 0.000122417 0.000166286 0.000177611 0.000157923 0.000127149 0.000149759 0.000129369 0.000115264 7.80302e-05 6.94534e-05
threshold=0.081790000000000015 -0.12018999999999998 -0.0029299999999999994 0.08844500000000001 -0.081934999999999994 -0.083854999999999985 -0.094514999999999988 -0.074054999999999996 0.091545000000000015 0.086785000000000015 0.0082450000000000006 0.075730000000000006 -0.018314999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 -3 4 -4 -6 -5 8 9 -8 -9 -1 -12
right_child=-2 2 3 6 5 -7 7 10 -10 -11 12 -13 -14
leaf_value=0.0022909795750188583 -0.001355113278962752 -0.001858938671977673 0.00094758323051269573 0.0022629768404214528 -1.8902612039748909e-05 -0.0027671148026254667 0.0012910373763450121 -0.0020200605237330077 0.0026588799590881334 -0.0013757386251802197 -0.00090097261946844366 0.00013817034349067179 0.0011727010082059777
leaf_weight=0.0011209761499278966 0.001298662772029612 0.0011925282484481414 0.0013947067205250935 0.0013601869317728665 0.0014823363809624984 0.0015342009675840861 0.0013192719222753224 0.0012285258838667379 0.0010776519020174041 0.0010452370762641383 0.0010039106801560393 0.0010410256354386749 0.0010693584096372888
leaf_count=93 175 244 320 154 304 957 194 337 86 78 65 87 27
internal_value=0 0.000102075 -7.96654e-05 8.98726e-05 -0.000669138 -0.00141663 0.000503017 0.000148051 0.000909488 0.000112182 -0.000645756 0.00125438 0.000168594
internal_weight=0 0.0158699 0.0137079 0.0125154 0.00441124 0.00301654 0.00810414 0.00674396 0.00344216 0.00236451 0.00330179 0.002162 0.00207327
internal_count=3121 2946 2766 2522 1581 1261 941 787 358 272 429 180 92
is_linear=0
shrinkage=0.00566207


Tree=1864
num_leaves=22
num_cat=0
split_feature=1213 14 1374 44 4 157 453 160 42 1 1 52 4 16 1 16 43 43 12 160 4
split_gain=0.000665936 0.000582777 0.000349471 0.000295677 0.000284097 0.000477593 0.000320435 0.000443039 0.000418035 0.000386053 0.00029123 0.000278908 0.00028033 0.000233403 0.000237327 0.000287164 0.000214329 0.000407136 9.10886e-05 7.45575e-05 6.98124e-05
threshold=-1.0000000180025095e-35 0.076175000000000007 -0.094929999999999987 1.0000000180025095e-35 -0.27825499999999997 -0.077384999999999995 1.0000000180025095e-35 -1.0000000180025095e-35 -0.0060199999999999993 0.11551000000000002 0.11588000000000001 -0.22660999999999995 -0.0016099999999999997 -0.056919999999999991 0.094385000000000011 -0.25582999999999995 -0.061959999999999994 0.13895500000000002 0.089505000000000015 0.043720000000000009 -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
left_child=-1 2 -2 4 16 -6 7 9 10 -7 -9 -10 19 14 -14 18 -4 -18 -16 20 -13
right_child=1 -3 3 -5 5 6 -8 8 11 -11 -12 12 13 -15 15 -17 17 -19 -20 -21 -22
leaf_value=-0.0010270774003557459 -0.00072907094625534585 -0.00098482883238952068 0.00025080744614140884 -0.00064335353261505248 0.00097460452776802797 -0.00080401483602683752 -0.00061885429707196702 -0.00066738972560013228 -0.00021001308232424101 0.00036077033986863812 0.00031775386165955425 0.0013381947032450475 2.3753037387649476e-05 -0.00026878854150994729 0.00070170459740138134 0.0013504932016514561 -0.00093457593502088742 0.00022888559754452893 0.0001003659993057079 0.00059012281250336754 0.00079685082344414782
leaf_weight=0.0013174327669805133 0.0010725891251448507 0.0011344964627562062 0.0015032072747702963 0.0010241951853799938 0.0016878637426170342 0.0015244503673252996 0.0010481390296911966 0.0013411398093830891 0.0011617309282902456 0.0010002418842963712 0.0012130036318902526 0.0010129619801315659 0.0015239379264939644 0.0010305734673454921 0.0011336044169797076 0.0010413629978098839 0.001500901836186226 0.0011109114278511356 0.0010119472245282424 0.0010543184860626886 0.0010096012100904127
leaf_count=491 53 87 48 60 269 439 70 450 109 112 28 40 70 73 136 46 169 11 44 115 201
internal_value=0 3.55232e-05 8.37425e-05 0.000121756 0.000157522 0.000237299 0.000160037 0.00021425 0.000326402 -0.000342546 -0.000199529 0.000461001 0.000549401 0.000359243 0.000496635 0.00072276 -0.000187464 -0.000439708 0.000418084 0.000904233 0.00106797
internal_weight=0 0.0251412 0.0240067 0.0229341 0.0219099 0.0177949 0.016107 0.0150589 0.0125342 0.00252469 0.00255414 0.00998004 0.00881831 0.00574143 0.00471085 0.00318691 0.00411502 0.00261181 0.00214555 0.00307688 0.00202256
internal_count=3121 2630 2543 2490 2430 2202 1933 1863 1312 551 478 834 725 369 296 226 228 180 180 356 241
is_linear=0
shrinkage=0.00145689


Tree=1865
num_leaves=14
num_cat=0
split_feature=484 50 15 11 0 52 16 0 133 3 1 12 48
split_gain=7.4701e-05 0.000124263 0.000113011 0.000107305 0.000124202 0.000171709 0.000170821 0.000217381 0.00014363 0.000101756 0.000100087 9.58383e-05 8.79276e-05
threshold=-0.0068949999999999992 0.10030500000000002 -0.24436499999999997 0.079915000000000014 -0.019414999999999998 -0.24164999999999998 0.013515000000000001 -0.10096999999999999 1.0000000180025095e-35 0.097915000000000016 0.08592000000000001 0.081420000000000006 0.083685000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 7 9 11 10 -7 -6 -12
right_child=1 -3 3 -5 8 6 -8 -9 -10 -11 12 -13 -14
leaf_value=-0.0015168471016668299 0.0018086563302552911 0.0020788795085921945 -0.0024538546361365914 -0.0020213079803282647 0.0031459128759419425 -0.00087371631463699318 0.0016930839995953236 -0.002370820884800038 -0.00061526699583826705 -0.0011019579915639518 0.00039993131711602389 0.00061286582212993182 0.0026352156219338883
leaf_weight=0.0010688383153532729 0.0010625570559657993 0.0010222764615380143 0.0012105191358490553 0.0010225801601543285 0.0010493799277556158 0.001047739561318874 0.0015389503792174186 0.001611991411605335 0.0012791325104464443 0.0016660287078140712 0.0015353626378278307 0.0010242318966859898 0.0010139748006645632
leaf_count=503 214 226 228 149 78 138 116 1151 61 98 54 33 72
internal_value=0 9.1401e-05 -4.34876e-05 -0.000184061 -3.92902e-05 -0.00037943 -8.09848e-05 -0.0004781 0.000937133 0.000101606 0.00065905 0.00189475 0.00128899
internal_weight=0 0.0160847 0.0150624 0.0139999 0.0129773 0.00962457 0.00841405 0.0068751 0.00335274 0.00526311 0.00359708 0.00207361 0.00254934
internal_count=3121 2618 2392 2178 2029 1857 1629 1513 172 362 264 111 126
is_linear=0
shrinkage=0.00589082


Tree=1866
num_leaves=20
num_cat=0
split_feature=14 1213 45 474 13 52 52 12 3 48 4 0 12 150 3 4 1 52 2
split_gain=0.000665343 0.000518347 0.000270474 0.000305431 0.000214401 0.000365897 0.000265071 0.000556026 0.000393459 0.000362758 0.000310444 0.00038647 0.00026233 0.000224999 0.000184108 0.000163714 0.00017948 0.000150592 0.000205242
threshold=0.076175000000000007 -1.0000000180025095e-35 0.081955000000000014 0.082665000000000002 -0.084034999999999985 0.10160000000000001 0.096795000000000006 1.0000000180025095e-35 0.12178000000000001 0.099240000000000009 -0.27825499999999997 -0.019414999999999998 -1.0000000180025095e-35 0.088040000000000021 -0.084074999999999997 -0.077679999999999985 0.096860000000000016 -0.081429999999999989 0.080205000000000012
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 14 8 -8 9 10 -6 12 -12 17 -3 -16 -17 -14 -19
right_child=-2 2 -4 -5 6 -7 7 -9 -10 -11 11 -13 13 -15 15 16 -18 18 -20
leaf_value=-0.00093787118554631242 -0.0010681113375611943 5.2009764206418805e-05 -0.00064524272367437116 0.00073579100385904651 -0.00088946489570133056 -0.00031813496990313001 0.0009606258284443189 -0.00043275385643505593 -0.00096011775653394023 0.000750954521659776 -0.00079830401391249876 0.00080249199276033944 0.00046128946846895377 -0.00059321693545870196 0.0011123983483041111 5.3134251372156119e-05 0.00089144645665723953 0.00020546637416119035 -0.00061609977778759231
leaf_weight=0.0010827280689330995 0.0011936184678258402 0.0013829543551011764 0.0010033902188126822 0.0016255450917952432 0.0010118730077159884 0.0015332424094837982 0.0015144197600900364 0.0010154655511978167 0.0010721231770212123 0.00111729717153053 0.0011305776560536765 0.0010241289457526915 0.0016979884504593019 0.0011910995670945113 0.0012103021053073704 0.0011623634830479719 0.0010158021868229838 0.001805252445432338 0.001004556778163461
leaf_count=477 101 130 59 357 119 122 62 279 36 85 150 63 197 66 44 133 116 173 352
internal_value=0 4.67755e-05 9.41192e-05 0.000128601 7.89756e-05 0.000301012 -2.40711e-05 0.00040134 -0.000121425 -3.1352e-05 -0.000129944 -3.20864e-05 -0.000157237 -3.00593e-05 0.000499968 0.000682796 0.000444087 0.000118744 -8.82581e-05
internal_weight=0 0.0236011 0.0225184 0.021515 0.0198894 0.00630466 0.0135848 0.00252989 0.0110549 0.00998277 0.00886548 0.0078536 0.00682947 0.0056989 0.00477142 0.00338847 0.00217817 0.0045078 0.00280981
internal_count=3121 3020 2543 2484 2127 545 1582 341 1241 1205 1120 1001 938 788 423 293 249 722 525
is_linear=0
shrinkage=0.00145689


Tree=1867
num_leaves=14
num_cat=0
split_feature=12 2 14 3 12 12 49 15 42 0 52 1 48
split_gain=7.31171e-05 8.5654e-05 0.000151103 0.000145184 0.00012536 0.000160341 0.000109815 0.00012331 0.000520966 0.000235151 0.000258485 0.00026031 0.000207393
threshold=0.11650500000000001 0.13754500000000003 -1.0000000180025095e-35 0.13524500000000003 0.10097500000000002 0.09334000000000002 0.0043850000000000009 1.0000000180025095e-35 0.081660000000000024 -0.12333499999999999 0.095415000000000014 0.094715000000000008 0.086260000000000017
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 -9 12 11 -11 -4
right_child=-2 -3 3 -5 -6 -7 -8 8 -10 10 -12 -13 -14
leaf_value=-0.0020036187822627207 -0.0015250266752728483 0.0018226359009706099 0.0031091687948254319 0.002128109999738728 0.0019217750621973232 -0.0023785107517504092 0.0017396114500314315 -0.0047004615836816876 0.0011098271776381768 -0.0035337695843168969 0.0018264723406310535 0.00029378473289170089 -0.0002424666463278492
leaf_weight=0.0013149394512140819 0.0011163356397182042 0.0010124051773568584 0.0015037059931530539 0.0012901827783921025 0.0011215004271804283 0.001166244839986866 0.0012276688172478826 0.0010256481601520206 0.0013330011395928307 0.0014639202480643508 0.0010262251575772208 0.0012266814512679469 0.001287027676351471
leaf_count=105 147 154 100 88 239 404 382 424 402 370 99 147 60
internal_value=0 9.72841e-05 -1.92692e-05 0.000171583 -3.22895e-05 -0.000226913 2.16822e-05 -0.000216193 -0.00141675 0.000218947 -0.000790568 -0.00178874 0.00156347
internal_weight=0 0.0159992 0.0149867 0.0136718 0.0123816 0.0112601 0.0100939 0.00886621 0.00235865 0.00650756 0.00371683 0.0026906 0.00279073
internal_count=3121 2974 2820 2715 2627 2388 1984 1602 826 776 616 517 160
is_linear=0
shrinkage=0.0061288


Tree=1868
num_leaves=14
num_cat=0
split_feature=2 12 156 12 15 42 52 52 15 2 3 2 13
split_gain=7.1512e-05 8.83688e-05 9.16894e-05 0.000101856 0.000239935 0.000231199 0.000217515 0.00015004 0.000149264 0.000307828 0.000186805 0.000135931 7.183e-05
threshold=-1.0000000180025095e-35 0.11650500000000001 0.091255000000000017 0.086700000000000013 0.024640000000000006 0.091735000000000025 1.0000000180025095e-35 1.0000000180025095e-35 -0.016799999999999995 0.089885000000000007 0.097915000000000016 0.10803500000000001 -0.094514999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 7 6 12 8 9 -2 -11 -9 -5
right_child=1 -3 -4 5 -6 -7 -8 11 -10 10 -12 -13 -14
leaf_value=0.0011706620351047568 -0.0032070391643199145 -0.0016074677466008614 -0.0014767370437649189 0.0032232512308723845 -0.0022190486351162724 -0.0014280172795944623 -0.00056065878782101189 4.5156935017560196e-05 0.0010778095710142453 0.0016556799907185855 -0.0012070624933974094 0.0026184568670098145 0.0014528557216492153
leaf_weight=0.0013012548508509287 0.0011089389083140805 0.0010031919808105938 0.0010695523199240409 0.0010586930420082314 0.0013857534334197133 0.0010625070312275699 0.0011467732391191934 0.0011718080715090728 0.0014435138885357524 0.0011488581634572365 0.0013644185688541643 0.0010787451632289224 0.0015380737725164953
leaf_count=199 175 137 254 36 354 405 468 117 161 159 112 86 458
internal_value=0 -0.000105778 -2.43573e-06 0.000114298 -0.000223266 0.000725504 0.00133673 0.000154749 -0.000344546 -0.000911378 0.000101542 0.0012786 0.00217464
internal_weight=0 0.0155808 0.0145776 0.0135081 0.00870204 0.00480605 0.00374354 0.00731628 0.00506573 0.00362222 0.00251328 0.00225055 0.00259677
internal_count=3121 2922 2785 2531 1164 1367 962 810 607 446 271 203 494
is_linear=0
shrinkage=0.00523088


Tree=1869
num_leaves=12
num_cat=0
split_feature=43 42 40 43 16 160 151 1 15 2 48
split_gain=6.88109e-05 0.000118924 0.000166184 0.000124906 0.00014195 0.00014513 0.000147984 0.000187376 0.000114955 0.000109749 8.29345e-05
threshold=0.21122500000000002 -0.11051499999999999 -0.013874999999999998 -0.17390999999999998 0.064860000000000015 -0.080934999999999993 -0.0083949999999999979 0.10089500000000001 -0.0040799999999999994 0.089885000000000007 0.10358500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -7 9 -6 -8 -9
right_child=-2 2 3 4 8 6 7 10 -10 -11 -12
leaf_value=-0.0020126343701249269 -0.0015899989687984412 0.0021079923034789255 0.0016561620056931099 -0.0015007561283465263 0.00021403342220692313 -0.00097362540054134921 -0.0009972061999482377 0.0038326027953177991 -0.0024685517757159683 0.0015323430232119155 0.0013205440946913679
leaf_weight=0.0010151307382232607 0.0010478955949600596 0.0017169803473541479 0.0016131470123348359 0.0016933743061530041 0.0010247432897832458 0.0018150428267092473 0.0016337868755094557 0.0010715519587650157 0.0017736300877436171 0.0012167305132527589 0.0010658734468549369
leaf_count=169 198 282 110 492 266 216 716 146 204 283 39
internal_value=0 9.78285e-05 0.000244319 -3.58364e-06 -0.000240633 0.000169611 0.000585393 0.0011527 -0.00148621 8.25205e-05 0.00257991
internal_weight=0 0.01564 0.0146249 0.0129079 0.0112947 0.00849636 0.00680299 0.00498794 0.00279837 0.00285052 0.00213743
internal_count=3121 2923 2754 2472 2362 1892 1400 1184 470 999 185
is_linear=0
shrinkage=0.00637641


Tree=1870
num_leaves=13
num_cat=0
split_feature=484 42 47 4 4 1 4 52 0 4 151 4
split_gain=7.56501e-05 0.000101312 0.000133543 0.000162897 0.000179107 9.10367e-05 8.5671e-05 0.000108701 0.000138873 0.000188051 0.000190898 0.000122612
threshold=-0.0068949999999999992 0.10256000000000001 0.11069000000000002 0.40473500000000007 0.055260000000000011 0.10638500000000002 -0.49405499999999997 0.077655000000000016 -0.0058249999999999994 -0.04890499999999999 -0.024429999999999997 0.0052350000000000009
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 -8 -11 -12
right_child=1 -3 -4 -5 5 -7 7 -9 -10 10 11 -13
leaf_value=-0.0016021624807518791 -0.0014549137241485672 -0.0016102886172623993 0.0018234583160044019 0.0019690736604846774 -0.00048707383158786772 -0.0030132522302692144 -0.0020496860657750007 0.0018558584751925281 0.0020508996721175141 0.0023600363350263871 -0.0020758765904147969 0.00072777026227467678
leaf_weight=0.0010459424694920219 0.0010934074085976421 0.0011992861088008658 0.001763366622104503 0.00143028379066643 0.0010176532532986679 0.0011317920403884907 0.0017136205844883214 0.0015072511289979558 0.0010598027022203881 0.0012430392176359965 0.0011207137595191071 0.0012278600377161174
leaf_count=503 125 311 112 207 176 57 308 702 65 224 258 73
internal_value=0 0.000100778 0.00024419 2.22103e-05 -0.00022831 -0.00181723 0.000152621 0.000375896 2.54388e-05 -0.000379178 0.00041785 -0.000610099
internal_weight=0 0.0155081 0.0143088 0.0125454 0.0111151 0.00214945 0.00896569 0.00787229 0.00636504 0.00530523 0.00359161 0.00234857
internal_count=3121 2618 2307 2195 1988 233 1755 1630 928 863 555 331
is_linear=0
shrinkage=0.0061288


Tree=1871
num_leaves=11
num_cat=0
split_feature=11 3 457 160 133 2 16 4 43 42
split_gain=6.65253e-05 8.45344e-05 0.00010359 0.000124322 0.000209821 0.000194493 0.000216104 0.000107893 0.000184201 5.80988e-05
threshold=0.081790000000000015 -0.12018999999999998 -0.0029299999999999994 -0.080719999999999986 -1.0000000180025095e-35 0.11411 -0.14771999999999999 0.0052350000000000009 -0.083879999999999996 0.075730000000000006
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 9 -3 -4 -5 6 -6 8 -8 -1
right_child=-2 2 3 4 5 -7 7 -9 -10 -11
leaf_value=0.0025453001508598831 -0.0015476423605894952 -0.0020677625863381103 -0.0014716117670197412 -0.0022280253946092374 0.0035566885518533708 -0.0012489360736328632 0.0017535610612796596 0.0019273055274403529 -0.0015015364403186111 0.00022768303280295074
leaf_weight=0.0010585729669571045 0.0012347891939401548 0.0011466624821725819 0.0019890598156004713 0.0012486365768088125 0.001583945613133248 0.0017653938876273645 0.0014570811388348063 0.0019972478588172124 0.0019187136011836886 0.0010039634073320813
leaf_count=93 175 244 499 704 128 268 244 153 526 87
internal_value=0 0.000118327 -8.60654e-05 0.000103928 0.000418223 0.000797042 0.00131623 0.000655749 -9.65514e-05 0.00141717
internal_weight=0 0.0151693 0.0131067 0.0119601 0.00997102 0.00872238 0.00695699 0.00537304 0.00337579 0.00206254
internal_count=3121 2946 2766 2522 2023 1319 1051 923 770 180
is_linear=0
shrinkage=0.00690203


Tree=1872
num_leaves=12
num_cat=0
split_feature=1 42 151 48 2 2 0 52 43 3 4
split_gain=6.42511e-05 0.000125603 0.000103651 0.000152709 0.000145138 0.000139228 0.000120489 0.000122558 0.000101496 9.44487e-05 9.43001e-05
threshold=0.12500000000000003 0.091735000000000025 -0.081154999999999991 0.093265000000000015 0.11293500000000002 0.10327000000000001 -0.077999999999999986 -0.0064899999999999992 -0.0037449999999999996 0.11296500000000002 -0.10429499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -4 -9 -2 -8
right_child=9 -3 3 -5 -6 -7 10 8 -10 -11 -12
leaf_value=-0.0013729577727639266 0.0021117630637527713 -0.001781018093536234 -0.0023788074321448418 0.0022018754081629022 0.0018689516313832042 -0.0023166844125398238 1.2831893610892619e-05 -0.0013551945785595953 0.0011490114926086129 -0.00036806607890561778 0.0026156665815034114
leaf_weight=0.0017645609695802209 0.0013148044318052011 0.001733672620943952 0.001180067080147713 0.0014706834450801129 0.0013949514344948066 0.0012464456612175379 0.0012618377615180032 0.0011438215960719849 0.0015494897155778897 0.0011893235795074064 0.0010261956113324228
leaf_count=353 149 583 284 162 142 187 117 580 288 130 146
internal_value=0 -0.000176385 5.47078e-05 0.000299922 -1.78374e-05 -0.000373133 2.0045e-05 -0.000665278 8.55009e-05 0.00093398 0.00118022
internal_weight=0 0.0137717 0.0120381 0.0102735 0.00880281 0.00740786 0.00616141 0.00387338 0.00269331 0.00250413 0.00228803
internal_count=3121 2842 2259 1906 1744 1602 1415 1152 868 279 263
is_linear=0
shrinkage=0.00637641


Tree=1873
num_leaves=19
num_cat=0
split_feature=14 1213 157 453 16 130 0 12 160 50 12 15 13 13 4 3 2 43
split_gain=0.000563997 0.000391291 0.000230993 0.000304913 0.000334404 0.000373516 0.000266918 0.000263591 0.000286716 0.000452704 0.000362551 0.000311549 0.000275134 0.000303241 0.00039404 6.22866e-05 5.83759e-05 5.5944e-05
threshold=0.076175000000000007 -1.0000000180025095e-35 -0.073574999999999988 1.0000000180025095e-35 -0.5048999999999999 -0.0015749999999999998 0.18019500000000002 0.10832500000000002 -1.0000000180025095e-35 0.088280000000000011 -0.029094999999999999 -0.037864999999999989 -0.076599999999999988 0.11217000000000001 0.0061450000000000003 0.076840000000000006 0.11093500000000002 -0.072269999999999987
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 16 -6 7 8 11 10 -10 -7 17 14 -14 -16 -4 -12
right_child=-2 2 3 -5 5 6 -8 -9 9 -11 12 -13 13 -15 15 -17 -18 -19
leaf_value=-0.00086013545882348077 -0.0010911536981901828 0.00058362834533468185 0.00090843645207215043 -0.00074043099928205113 -0.00090673047951804345 -0.00093446393317167661 0.00079604457250479811 -0.00067028374706297196 -0.00059992851443596313 0.00098780104722999613 0.00089743209042182723 0.00010415349288105143 -0.00076628517669008825 0.000707517560619791 -3.8697757515481459e-05 0.00048142665500068983 0.00039319186181440991 0.00043132923456517158
leaf_weight=0.0011057574614505008 0.0011090926505323831 0.0019982263199957986 0.0010914912765779784 0.0011502796359556524 0.0010060095173571723 0.0012691139555148362 0.0011095761731203515 0.0012472557194213038 0.0016324718145952245 0.0014593433593377289 0.0010045003268744912 0.0015138053585600367 0.0017127253005194236 0.0011034070197126766 0.001095728317249911 0.001105700649731034 0.0010138093671388515 0.0015895469877048006
leaf_count=477 101 384 91 74 187 274 27 153 197 163 103 232 324 29 72 23 77 133
internal_value=0 3.73916e-05 8.22927e-05 3.24646e-05 7.93688e-05 6.77914e-06 6.47852e-05 9.71456e-06 7.26028e-05 0.000187549 6.12152e-05 -0.000369494 0.000203012 -8.33964e-06 -0.000210141 0.000222543 0.00066032 0.00061182
internal_weight=0 0.0232087 0.022103 0.0201048 0.0189545 0.0168492 0.0158432 0.0147336 0.0134863 0.0107034 0.00924408 0.00278292 0.00761161 0.00501756 0.00391415 0.00220143 0.0021053 0.00259405
internal_count=3121 3020 2543 2159 2085 1917 1730 1703 1550 1044 881 506 684 448 419 95 168 236
is_linear=0
shrinkage=0.00154607


Tree=1874
num_leaves=18
num_cat=0
split_feature=14 1213 402 52 157 453 160 2 50 4 12 15 4 4 4 15 0
split_gain=0.000538665 0.000430319 0.000278361 0.000275236 0.000368282 0.00029471 0.000398149 0.000353326 0.000277013 0.000244496 0.000339954 0.000252431 0.000256118 0.00020276 0.000157024 0.000148673 0.000134221
threshold=0.076175000000000007 -1.0000000180025095e-35 0.073745000000000019 -0.40306999999999998 -0.077384999999999995 1.0000000180025095e-35 -1.0000000180025095e-35 0.11510000000000002 0.088280000000000011 0.24564500000000003 0.098810000000000023 -0.095869999999999983 -0.27825499999999997 -0.080924999999999983 0.0052350000000000009 -0.11713499999999999 -0.10096999999999999
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 -6 9 10 11 -8 -13 -14 -15 -11 -16
right_child=-2 2 -4 4 5 -7 8 -9 -10 15 -12 12 13 14 16 -17 -18
leaf_value=-0.00096222383208064734 -0.001114905081279749 -0.00068978654766858438 0.00081566002075193745 0.00079772119384696229 -0.00090339358303570939 -0.00078407987562663579 -0.00047790192426981875 0.00030381367080620529 0.0009076970969219729 0.00019493186159805846 -0.00071636787411564844 -0.00025115974160469366 0.0010481855251848575 -0.00011598084868758871 0.00083734071026186571 0.00096647622887288882 6.5365427242752185e-05
leaf_weight=0.0010943643593280252 0.0011328234174190479 0.0012876595624027832 0.0013428622962368087 0.0018147837828910709 0.0018680600776465111 0.0011421771204185296 0.0015501718321040379 0.0010030659020923149 0.0013068983416404121 0.0014380332541750196 0.0015165597001751694 0.0019969804572546011 0.0011487501535512 0.0016929599090764885 0.0015209770342750062 0.0012625851781642725 0.0010081266764379038
leaf_count=477 101 285 247 251 430 63 88 102 183 141 121 55 158 246 29 94 50
internal_value=0 4.28687e-05 9.08995e-05 4.57532e-05 9.24784e-05 2.31292e-05 7.63821e-05 -0.00048164 0.000187319 0.000115644 1.76521e-06 0.000123889 0.000250504 0.000437033 0.00027075 0.000555642 0.000529623
internal_weight=0 0.023995 0.0229007 0.0215578 0.0202701 0.0184553 0.0173132 0.00287113 0.014442 0.0131351 0.0104345 0.00891797 0.00736779 0.00537081 0.00422206 0.00270062 0.0025291
internal_count=3121 3020 2543 2296 2011 1760 1697 532 1165 982 747 626 538 483 325 235 79
is_linear=0
shrinkage=0.0016407


Tree=1875
num_leaves=20
num_cat=0
split_feature=14 1213 160 1374 11 13 132 457 52 4 1 0 12 47 47 2 3 15 12
split_gain=0.000557728 0.000413152 0.00038506 0.000298603 0.00028741 0.000280187 0.000536194 0.000451592 0.000480866 0.000475518 0.000308823 0.000300216 0.000346443 0.000650237 0.000216329 0.000213688 0.000199192 0.000252326 0.000140038
threshold=0.076175000000000007 -1.0000000180025095e-35 -0.26568499999999995 -0.094929999999999987 0.088215000000000002 -0.084034999999999985 0.080640000000000017 0.069910000000000014 0.096795000000000006 -0.35136499999999998 0.08592000000000001 -0.026509999999999995 0.10312500000000001 0.092530000000000015 0.077555000000000013 0.10327000000000001 -0.0087149999999999988 -0.10203999999999998 0.090345000000000023
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 10 7 8 9 -7 15 12 13 16 -12 18 -11 -18 -5
right_child=-2 2 3 4 -6 6 -8 -9 -10 11 14 -13 -14 -15 -16 -17 17 -19 -20
leaf_value=-0.00080489609200579332 -0.00098304938732786049 -0.00077548544025668757 -0.00064383799535580859 3.8725591650262995e-05 -0.00050889260742999383 -0.0011918890853735548 0.00092969937964340447 0.00062532983990069271 0.0005189198945979522 -0.00062055387897082725 0.0010806852605290665 0.00050062355680728025 0.00038017184494000631 -0.0011859291019175231 0.00032652450087567982 -0.00038776069190447345 -0.00039653463713221719 0.00047709098003256259 0.00076695378635956331
leaf_weight=0.0011422985320304327 0.0011493023044135678 0.0010408174701261796 0.0010172277731852466 0.0011241482721729918 0.001280744073891781 0.0010000101498395227 0.0013613746656243033 0.001926095610006868 0.0019505376572008246 0.0010972052130054245 0.0017930344029042367 0.0012342519947463864 0.0013598749106872171 0.0016155557118300856 0.0013679786699196117 0.0010914989355548244 0.0011882881338350915 0.0015598517615273977 0.0010344739871723796
leaf_count=477 101 217 53 274 101 98 169 140 197 581 194 57 110 120 73 39 45 48 27
internal_value=0 3.43956e-05 7.42709e-05 0.000112721 0.000147727 0.000188345 7.70621e-05 -1.26988e-05 -0.000124361 -0.000262929 0.000436439 -0.000147601 -0.000264901 -0.000425537 0.00075431 0.000127283 -0.000106071 9.93377e-05 0.000387714
internal_weight=0 0.0251853 0.024043 0.0230022 0.0219849 0.0207042 0.014293 0.0129317 0.0110056 0.00905504 0.00641113 0.00805503 0.00682078 0.0054609 0.00316101 0.00325012 0.00384535 0.00274814 0.00215862
internal_count=3121 3020 2543 2326 2273 2172 1565 1396 1256 1059 607 961 904 794 267 340 674 93 301
is_linear=0
shrinkage=0.00142833


Tree=1876
num_leaves=21
num_cat=0
split_feature=14 44 128 124 50 159 47 402 157 151 160 0 4 47 52 43 1 1 2 3
split_gain=0.000718105 0.000493782 0.000449915 0.000452577 0.000400869 0.000480442 0.000427416 0.000344578 0.000338337 0.000402907 0.000375719 0.000369367 0.000321765 0.000200476 0.000273286 0.000208292 0.00015857 0.000261226 0.000229242 0.000231626
threshold=0.076175000000000007 0.086360000000000006 0.086435000000000012 -0.043384999999999993 0.10647500000000001 -0.22563499999999997 0.13148500000000005 0.073745000000000019 -0.073574999999999988 -0.090369999999999992 -1.0000000180025095e-35 -0.11013499999999998 0.27834500000000006 0.092165000000000011 -0.092399999999999982 -0.15582499999999996 0.10060500000000001 0.086560000000000012 0.10136500000000002 -0.055119999999999995
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 -5 7 8 11 -10 -11 -7 13 14 -12 -16 17 18 19 -17
right_child=-2 -3 -4 4 -6 6 -8 -9 9 10 12 -13 -14 -15 15 16 -18 -19 -20 -21
leaf_value=0.00091392877346327872 -0.00124005834626483 -0.0010312295988070589 -0.00089146077064880026 0.0011901089841042179 -0.0008854748841218245 0.0012681841462120404 -0.00082422432250803365 0.00086832288276038512 -0.0008679079657084866 -0.00068831216419068975 -0.00071386177254624062 -2.2576148612604548e-05 0.00094568707459255789 0.00059914079897195279 0.00062797359007092028 -0.00017804972396567149 0.00046596371613025428 -0.00075500837783539366 -0.00046709126993192999 0.0008158115618619509
leaf_weight=0.0018293467197461185 0.0011603066579739521 0.0010432351852500679 0.0011349556463511731 0.001050820071264418 0.001056385583056387 0.0011891851568179845 0.0012820856959128149 0.0015260538813017385 0.0013145932758935617 0.0015233880006308787 0.0012635348752467442 0.001108149302189442 0.0012114854398695427 0.0015927881489556936 0.0015158128870416156 0.0011329217815198821 0.001311479021277151 0.0013964837158877419 0.0013750291259997383 0.0013062991628380906
leaf_count=233 101 45 201 82 270 26 27 309 93 317 217 238 115 82 66 427 52 108 83 29
internal_value=0 5.31189e-05 9.81505e-05 0.000144977 8.14883e-05 0.0001299 7.43321e-05 0.000135717 7.08726e-05 -1.74763e-05 6.45513e-05 0.000645569 0.000159291 7.18413e-05 -1.84529e-05 9.08617e-05 -3.39673e-05 -0.000159794 5.81277e-05 0.000354202
internal_weight=0 0.026164 0.0251208 0.0239858 0.0221565 0.0211001 0.0200493 0.0187672 0.0172411 0.0149438 0.0136292 0.00229733 0.0121058 0.0108943 0.00930156 0.00803803 0.00652221 0.00521073 0.00381425 0.00243922
internal_count=3121 3020 2975 2774 2541 2271 2189 2162 1853 1589 1496 264 1179 1064 982 765 699 647 539 456
is_linear=0
shrinkage=0.00160853


Tree=1877
num_leaves=18
num_cat=0
split_feature=14 1213 160 157 13 52 3 42 0 52 4 4 42 1 1 1 484
split_gain=0.000537098 0.000464428 0.000256192 0.000300403 0.000310975 0.000290066 0.000539675 0.000197368 0.00021194 0.000190646 0.00032294 0.00019002 0.000235562 0.000172655 0.000426551 0.000159303 0.000116636
threshold=0.076175000000000007 -1.0000000180025095e-35 -0.24498999999999996 -0.073574999999999988 -0.084034999999999985 0.10744000000000002 0.11296500000000002 0.091735000000000025 -0.019414999999999998 0.10160000000000001 -0.077679999999999985 0.24564500000000003 -0.0060199999999999993 0.086560000000000012 0.094465000000000007 0.10752500000000002 0.085130000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 16 9 6 7 8 11 10 -5 12 -6 -14 -15 -12 -4
right_child=-2 2 3 4 5 -7 -8 -9 -10 -11 15 -13 13 14 -16 -17 -18
leaf_value=-0.0010168643180700678 -0.0010965013110916506 -0.00069213026805341399 0.00033878788809700285 0.0011076765366896449 -0.00075047640366396069 0.00054785071581059885 -0.00097301857636688995 -0.00054609358949780072 0.00056746793255905471 -0.00018816762616280448 -0.00012430913845396243 0.00057713322115837988 0.0004058415427961341 -0.00094848873043848513 0.0004739921500814134 0.00057789522317112951 0.0011132189096753023
leaf_weight=0.0010125384956150276 0.0011097970691962269 0.0010165120892159088 0.0010068376430686357 0.0015963543733236163 0.00136532822878325 0.0017259650385384471 0.0017816700780919357 0.0014992433328367425 0.0018511944323229331 0.001261450936669295 0.0016646809718751194 0.0010397187912401518 0.0017260839803989146 0.0011513079842868645 0.0010364234005830752 0.0016789782375710438 0.0010058906935208611
leaf_count=477 101 223 228 68 450 161 70 272 153 86 226 75 121 74 77 141 118
internal_value=0 4.87121e-05 9.68625e-05 0.000134356 7.29234e-05 -6.68654e-05 -0.000159519 -9.62361e-06 8.88211e-05 0.000369948 0.000512465 -5.14048e-05 -0.000175194 2.54919e-05 -0.000274598 0.000228294 0.000725821
internal_weight=0 0.0234202 0.0224076 0.0213911 0.0193784 0.0131769 0.011451 0.0096693 0.00817006 0.00620146 0.00494001 0.00631886 0.00527914 0.00391382 0.00218773 0.00334366 0.00201273
internal_count=3121 3020 2543 2320 1974 1453 1292 1222 950 521 435 797 722 272 151 367 346
is_linear=0
shrinkage=0.00160853


Tree=1878
num_leaves=13
num_cat=0
split_feature=52 1 474 14 2 16 0 0 16 3 0 15
split_gain=7.56042e-05 0.000155812 0.000114282 0.000181074 0.000133276 0.000250704 0.000161507 0.000225393 0.00020363 0.000108778 0.000151173 0.000135793
threshold=-0.26636999999999994 0.13436000000000001 0.084660000000000027 -0.10708499999999999 0.10912000000000001 -0.16927999999999996 0.14486500000000005 -0.059114999999999994 -0.056919999999999991 -0.08824499999999999 -0.10224499999999999 -0.095869999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 7 8 9 -5 11 -11
right_child=1 -3 -4 4 5 -7 -8 -9 -10 10 -12 -13
leaf_value=-0.0012231761644977647 -0.0027016566125741279 0.0024919244003347774 0.0016758733894171767 -0.0017130732152278302 -0.00059615491566916018 0.0031711886497055048 -0.0026186782923384865 0.0022005626393533256 -0.0025221932087607654 -0.0020453091805623502 0.002144040135161738 0.001030045619934433
leaf_weight=0.0017851840429968157 0.0010538893088967169 0.0010237104425810115 0.0013766943408402019 0.0010301672185962984 0.0014464202659013048 0.001320537938304737 0.0010940949733287408 0.0014169551827102273 0.0015549597661349696 0.0010719199889861475 0.0014668256812797155 0.0011774260507503324
leaf_count=354 62 192 246 304 125 178 48 119 625 86 695 87
internal_value=0 0.000137558 -3.44767e-05 -0.000220861 4.92839e-06 0.00120182 -0.000370879 -5.22442e-05 -0.000558827 8.43968e-05 0.000582677 -0.000435507
internal_weight=0 0.0150336 0.0140099 0.0126332 0.0115793 0.00276696 0.00881235 0.00771825 0.0063013 0.00474634 0.00371617 0.00224935
internal_count=3121 2767 2575 2329 2267 303 1964 1916 1797 1172 868 173
is_linear=0
shrinkage=0.00625138


Tree=1879
num_leaves=13
num_cat=0
split_feature=484 4 151 160 13 52 2 15 12 15 3 2
split_gain=6.60254e-05 0.000101978 9.92969e-05 0.000136753 0.000196087 0.000186447 0.000244368 0.00012535 0.000135216 0.000267725 9.85427e-05 9.5236e-05
threshold=-0.0068949999999999992 0.27287000000000006 -0.086769999999999986 -0.082869999999999985 -0.076599999999999988 -0.026204999999999996 0.10136500000000002 1.0000000180025095e-35 1.0000000180025095e-35 -0.024814999999999997 0.11296500000000002 0.090050000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 -7 8 9 11 -3 -6
right_child=1 10 3 4 7 6 -8 -9 -10 -11 -12 -13
leaf_value=-0.0018486740585288782 0.0020260730553762762 0.0031853801459251221 -0.0024541984851482687 0.0040811329574868063 -0.0029133954255926614 0.0019493494153780995 -0.0026811977801255091 -0.002565742051953574 -0.0022410510961122974 0.0029067355631739859 -5.7991908499447392e-05 0.00037500240952077941
leaf_weight=0.001059061348599513 0.001134207144048994 0.0011458069317104901 0.0015398976821019575 0.0010461382733356478 0.0010154652200200509 0.0018926439751598152 0.0010176660998309495 0.0017558600768837751 0.0013694257577432801 0.0015963282213403672 0.0010356888131579645 0.0010303716087174397
leaf_count=503 190 222 383 161 66 290 57 664 328 67 112 78
internal_value=0 0.000117644 -0.000131134 -0.000330641 -2.57092e-05 0.00132197 0.000330157 -0.000813599 -0.000199719 0.000567806 0.00164555 -0.00125722
internal_weight=0 0.0155795 0.013398 0.0122638 0.0107239 0.00395645 0.00291031 0.00676745 0.00501159 0.00364217 0.0021815 0.00204584
internal_count=3121 2618 2284 2094 1711 508 347 1203 539 211 334 144
is_linear=0
shrinkage=0.0076204


Tree=1880
num_leaves=13
num_cat=0
split_feature=1 3 4 52 39 47 4 48 15 0 43 12
split_gain=7.2919e-05 0.00014636 0.000115359 9.70148e-05 0.000144634 0.000122373 0.000147707 0.000156365 0.000140351 0.000148067 0.000121227 7.97882e-05
threshold=0.077565000000000009 0.097915000000000016 -0.083854999999999985 -0.28430999999999995 0.085220000000000004 0.092710000000000015 -0.033174999999999989 0.086260000000000017 -0.43375999999999998 -0.10607499999999999 -0.0024749999999999993 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 -2 5 6 10 8 -8 -10 -5 -1
right_child=3 -3 -4 4 -6 -7 7 -9 9 -11 -12 -13
leaf_value=0.00093899169283130298 -0.0013307304563640889 0.0011662033072805584 -0.0025756588967880264 0.00059139733517611214 0.0026206772411698246 -0.0011986064566763116 -0.00012720195122543248 -0.00057462336611765943 0.0039101557365923897 0.00091983907183850356 -0.0023312784153615147 -0.0015563639548732153
leaf_weight=0.0010018152764537649 0.001323092882498351 0.0012762803430970138 0.0015598448602091586 0.0011988370773403784 0.0010901384743373663 0.0019047486756464949 0.0010068957190438894 0.0014407490322425609 0.0014957915811750783 0.0011405138686458819 0.0010320842796532909 0.0010012077630934188
leaf_count=79 170 26 1267 231 257 178 92 91 126 153 187 264
internal_value=0 -0.000650274 -0.00130097 0.000262875 0.000467389 0.000212782 0.000580299 0.00116876 0.0018582 0.00261649 -0.000760711 -0.000308308
internal_weight=0 0.00483915 0.00356287 0.0116329 0.0103098 0.00921962 0.00731487 0.00508395 0.0036432 0.00263631 0.00223092 0.00200302
internal_count=3121 1636 1610 1485 1315 1058 880 462 371 279 418 343
is_linear=0
shrinkage=0.00625138


Tree=1881
num_leaves=20
num_cat=0
split_feature=1213 14 1374 160 4 157 159 0 15 453 160 42 1 51 0 2 49 16 16
split_gain=0.000550914 0.000522041 0.000321566 0.000304827 0.000259068 0.000284212 0.000337638 0.000345057 0.000288037 0.000236699 0.000259497 0.000342993 0.000242562 0.000209491 0.000199658 0.000252737 0.00024583 0.000181829 8.42181e-05
threshold=-1.0000000180025095e-35 0.076175000000000007 -0.094929999999999987 -0.24498999999999996 -0.49405499999999997 -0.077384999999999995 0.10519500000000001 0.056435000000000006 0.097485000000000016 1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10920500000000001 0.045645000000000005 -0.076234999999999983 0.090310000000000015 0.055245000000000009 -0.092484999999999984 -0.083539999999999989
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 8 9 10 -7 12 -12 14 15 18 -17 -15 -13
right_child=1 -3 3 4 5 6 -8 -9 -10 -11 11 13 -14 17 -16 16 -18 -19 -20
leaf_value=-0.00096555558029308626 -0.00072086845046118891 -0.00093715479847923417 -0.00064075635722309044 -0.00037050334642894553 0.00075311219357221328 -0.00026767176343624963 -0.00065653415878111701 0.00084309731596266121 -0.00048357631328258997 -0.00047257936320431134 -0.00068814052135050894 0.00010480917249857848 0.00028871276244934758 0.0012425225112723038 0.00072455098524709758 0.00094069607037953324 -5.0526417157080115e-06 0.00041219731210114457 -0.00042317744440886692
leaf_weight=0.0012036404349099741 0.0010025432629676692 0.0010992733734642704 0.0010609989492698013 0.0018239914685240733 0.0016847166770167501 0.0017548652970008358 0.0010249949351324996 0.0014932957463762711 0.0014428161728760611 0.0010239162666167432 0.001032047313964256 0.0012844885105484614 0.0010423315198444527 0.001097740527381319 0.0018161199835734568 0.0012377784129867231 0.0010250557336199673 0.0010552823305989278 0.0011848533588525723
leaf_count=491 53 87 223 142 255 294 168 73 131 68 414 95 29 39 187 119 64 91 98
internal_value=0 2.45156e-05 7.03033e-05 0.000106218 0.000143914 0.000192783 0.000138888 0.000188329 0.000123133 0.000187714 0.000241669 0.000324618 -0.000197292 0.00044904 0.00032196 0.000167453 0.000512275 0.000835547 -0.000148532
internal_weight=0 0.0241871 0.0230878 0.0220853 0.0210243 0.0192003 0.0175156 0.0164906 0.0149973 0.0135545 0.0125306 0.0107757 0.00207438 0.00870132 0.0065483 0.00473218 0.00226283 0.00215302 0.00246934
internal_count=3121 2630 2543 2490 2267 2125 1870 1702 1629 1498 1430 1136 443 693 563 376 183 130 193
is_linear=0
shrinkage=0.00142833


Tree=1882
num_leaves=18
num_cat=0
split_feature=14 1213 3 402 124 4 151 132 160 484 52 4 49 3 2 2 12
split_gain=0.000588637 0.000493832 0.00039739 0.000248937 0.000377545 0.000346234 0.000278777 0.000354919 0.000376476 0.000411429 0.000401808 0.00045307 0.0009125 0.000207822 0.00016835 0.000258361 0.000360677
threshold=0.076175000000000007 -1.0000000180025095e-35 0.30112000000000005 0.073745000000000019 -0.043384999999999993 -0.51843499999999987 -0.090369999999999992 0.079970000000000013 -1.0000000180025095e-35 0.08660000000000001 0.077655000000000016 0.0061450000000000003 -0.081404999999999991 0.097915000000000016 0.11093500000000002 0.079055000000000014 0.10312500000000001
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 9 -8 11 12 -10 -12 15 16 -13
right_child=-2 2 -4 -5 5 6 7 -9 10 -11 13 14 -14 -15 -16 -17 -18
leaf_value=-0.001023890756037563 -0.0011647086577022399 0.00076770170977475695 0.0010767301997159728 0.00074754912154306177 -0.00095539514854485843 -0.00064639710260161888 -0.0010126273867916459 0.000845615667452752 0.00050939347863297984 0.00017836926942506947 0.00030463488687108788 -0.0003116136799488981 -0.0012471683362658696 0.0012417235817390425 -0.00029413874208041263 0.00091513672742347214 0.000811401095329426
leaf_weight=0.0010715072892903679 0.0010923792994874662 0.0015496376380751539 0.0010161432617792334 0.0012382381370885853 0.0010510091089121999 0.0015959380339035092 0.0017921575898794543 0.0013569805009795979 0.0012920526227340207 0.001291121354083602 0.0015140181665468386 0.0019986921812953362 0.0018764388606649519 0.0010281602777695298 0.0012823228071064119 0.0014952213563264594 0.0011749328064496467
leaf_count=477 101 202 130 224 44 151 409 179 46 141 279 60 455 20 97 82 24
internal_value=0 4.30517e-05 9.37426e-05 4.73639e-05 4.65193e-06 -5.84153e-05 -5.1476e-06 5.8409e-05 -1.4037e-05 -0.000513898 0.000118122 -3.95189e-05 -0.000530875 0.000683632 0.000222086 0.00036387 0.000104147
internal_weight=0 0.0236246 0.0225531 0.0215369 0.0202987 0.018749 0.017698 0.0161021 0.0147451 0.00308328 0.0116618 0.00911966 0.00316849 0.00254218 0.00595117 0.00466885 0.00317362
internal_count=3121 3020 2543 2413 2189 1987 1943 1792 1613 550 1063 764 501 299 263 166 84
is_linear=0
shrinkage=0.00160853


Tree=1883
num_leaves=20
num_cat=0
split_feature=14 1213 1374 44 474 453 160 0 133 50 133 43 42 4 12 0 15 42 1
split_gain=0.000609567 0.000567367 0.0003397 0.000344553 0.000331537 0.000300517 0.000457925 0.000435384 0.000363984 0.000315126 0.000332913 0.000345352 0.000326231 0.000306071 0.000304926 0.000298028 0.000227971 0.000206067 0.000258953
threshold=0.076175000000000007 -1.0000000180025095e-35 -0.094929999999999987 1.0000000180025095e-35 0.082665000000000002 1.0000000180025095e-35 -1.0000000180025095e-35 -0.14001499999999997 -1.0000000180025095e-35 0.088280000000000011 0.10622000000000002 0.093175000000000022 0.09832500000000001 0.24564500000000003 0.092355000000000007 -0.033209999999999996 -0.094549999999999981 0.083995000000000014 0.094715000000000008
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 15 16 -9 10 11 12 13 14 17 -4 -8 18 -10
right_child=-2 2 3 -5 -6 -7 7 8 9 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20
leaf_value=-0.00090393087670886799 -0.0010043282840305292 -0.00069158553717467723 -0.0006996732106013707 -0.00067580472763650748 0.00073214635152636144 -0.00063689221595181525 0.001044242544816407 -0.00054457783813461182 -0.00051296860754536952 0.00092374297752779132 -0.00063377314455807636 0.00091630913303533993 0.00078858202557221819 0.00068148125127172527 -0.00074898106784329654 0.0001868130532734069 0.00031825003349663077 0.00053287134755649907 0.00025239879738636308
leaf_weight=0.001207189984901518 0.0011612634786364309 0.0010705686731800048 0.0018913391374619573 0.0010318437167953212 0.0017767866875446616 0.0010265116659262654 0.0016954867094062243 0.0014466266308861683 0.0017860567373397911 0.0010718966657443088 0.0010191734784281989 0.0011825281614221703 0.0011767141116355156 0.0010677626895173598 0.0012446057367244134 0.0012254936918442141 0.0016970913389786546 0.0011942389048219537 0.0016842513369399459
leaf_count=477 101 53 508 60 331 69 79 364 103 127 190 24 55 85 146 73 95 86 95
internal_value=0 3.30664e-05 7.96363e-05 0.000115196 0.000151984 0.000101477 0.00014058 0.000234796 0.00011719 0.000200967 0.000126151 0.000209107 0.000106541 -8.4906e-06 -0.000133166 -0.00035112 0.000681075 3.11472e-05 -0.000141511
internal_weight=0 0.0254962 0.024289 0.0232184 0.0221866 0.0204098 0.0193833 0.0162664 0.0128739 0.0114272 0.0103553 0.00933616 0.00815363 0.00697692 0.00590915 0.00311683 0.00339258 0.00466455 0.00347031
internal_count=3121 3020 2543 2490 2430 2099 2030 1449 1275 911 784 594 570 515 430 581 174 284 198
is_linear=0
shrinkage=0.00140032


Tree=1884
num_leaves=20
num_cat=0
split_feature=14 1213 160 157 453 16 130 159 49 4 1 3 16 4 4 43 16 52 2
split_gain=0.000612066 0.000413681 0.0003899 0.000294067 0.000291174 0.000344648 0.000342801 0.000308479 0.000300991 0.000349209 0.00042243 0.000372897 0.000201569 0.000179846 0.000223894 0.000159511 0.00015752 0.000133491 6.64431e-05
threshold=0.076175000000000007 -1.0000000180025095e-35 -0.40698999999999991 -0.077384999999999995 1.0000000180025095e-35 -0.5048999999999999 -0.0015749999999999998 0.10519500000000001 0.11645000000000001 -0.0024449999999999997 0.094385000000000011 0.11296500000000002 -0.056919999999999991 -0.27825499999999997 -0.083854999999999985 -0.0037449999999999996 0.38525000000000004 -0.061194999999999992 0.11093500000000002
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 18 -7 8 9 13 17 12 -12 16 -15 -16 -8 -11 -5
right_child=-2 2 3 4 -6 6 7 -9 -10 10 11 -13 -14 14 15 -17 -18 -19 -20
leaf_value=-0.00088643934115071427 -0.0011350499722825201 -0.00087304274312325258 0.00071409559713915712 0.00096301314225935868 -0.00072985831764655609 -0.00083748324614566947 -0.00026378220903630595 -0.00074073149503261712 0.00097900838505159214 -0.00030431463158235974 0.00075495120173241887 -0.00057296662132319228 2.3497881355878601e-07 0.00099329258559320761 -9.6107808960418353e-05 0.00071260967878742254 0.00051899456489571945 -0.0010869194174904925 0.00041920934816025137
leaf_weight=0.0011361780508657012 0.0011485494756746642 0.0010047824766137225 0.0019630637640119511 0.001160117049653484 0.0010596217262594512 0.0010331949220407288 0.0016866085168576401 0.0010176194756629361 0.0010304369015483603 0.0010040735097871512 0.0017805088735278612 0.0014302232264413739 0.0017401974098507633 0.0017078666428955664 0.001412945706370153 0.0010627186186980084 0.0010295806027222909 0.0011778938770264846 0.0010779203098575663
leaf_count=477 101 202 323 91 73 186 66 162 116 69 104 62 51 123 423 177 63 175 77
internal_value=0 4.28123e-05 8.79716e-05 0.000131128 7.50617e-05 0.000119135 4.30303e-05 9.9604e-05 0.000156375 9.59675e-05 -0.000148705 0.000106068 0.000381914 0.000348908 0.000554058 0.000251047 3.2932e-05 -0.000726789 0.000701097
internal_weight=0 0.0245156 0.0233794 0.0223746 0.0204115 0.0193519 0.0171139 0.0160807 0.0150631 0.0140326 0.0071329 0.00495093 0.00352071 0.00689972 0.00418353 0.00247566 0.00271619 0.00218197 0.00223804
internal_count=3121 3020 2543 2341 2018 1945 1777 1591 1429 1313 461 217 155 852 723 600 129 244 168
is_linear=0
shrinkage=0.00157699


Tree=1885
num_leaves=20
num_cat=0
split_feature=1213 14 160 157 130 159 4 42 1 15 4 3 3 3 12 3 16 3 16
split_gain=0.000559999 0.000497964 0.000269756 0.000286105 0.000291592 0.000356077 0.000301886 0.000326706 0.000328221 0.000302059 0.000391563 0.000227663 0.000212557 0.000232959 0.000202919 0.000191081 0.000178879 8.32341e-05 3.93059e-05
threshold=-1.0000000180025095e-35 0.076175000000000007 -0.24498999999999996 -0.077384999999999995 -0.0015749999999999998 0.10519500000000001 -0.031404999999999995 0.088060000000000013 0.094385000000000011 0.090615000000000015 -0.49405499999999997 0.076840000000000006 0.11296500000000002 -0.10831999999999999 0.090695000000000012 -0.08824499999999999 -0.076669999999999988 0.086245000000000016 -0.050529999999999999
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 9 8 11 10 -6 -8 13 -10 -9 -12 -14 -15 -17
right_child=1 -3 3 4 5 -7 7 14 12 -11 15 -13 16 17 -16 18 -18 -19 -20
leaf_value=-0.0009930807048370272 -0.00065530016694471873 -0.00096437682168748007 0.00065907172936574619 -0.00066725553517462245 -0.0001007683777214725 -0.00073160744592513905 -0.0010533392607678645 0.00083862502628531037 -0.00027893890739689428 -0.00031144881439854283 0.00030636174645038539 -0.00021277581156791653 8.7095103288651197e-05 0.00081288975612711862 7.2342443228712921e-05 0.0012035672569515479 -0.00070451382309466408 0.00027363754655328139 0.0008323534198704846
leaf_weight=0.0012235271668399042 0.0010486324624684176 0.001050089478817239 0.0019545984657566564 0.0011371846553627591 0.0013773282071820603 0.0010575603846226375 0.0011032866972239194 0.0014775178732898816 0.0010316594531153966 0.0010200026391692374 0.0010903317859188855 0.0020040267207193097 0.0015136157071615752 0.0013403843427759188 0.0015783285571422598 0.0015033743676152733 0.0010802530073483751 0.0011961401937874427 0.0010841142580987834
leaf_count=491 223 87 318 205 82 166 338 147 41 220 113 47 102 116 130 142 30 28 95
internal_value=0 3.69119e-05 8.14677e-05 0.00011573 6.41634e-05 0.00010691 0.000155104 2.14697e-05 -0.000117445 0.000426219 0.000575062 -0.000511227 8.11254e-05 0.000316442 0.000442844 0.000828157 -0.000242582 0.000558596 0.00104803
internal_weight=0 0.0246484 0.0235983 0.0225497 0.0205951 0.0194579 0.0184004 0.0123252 0.00926937 0.00607515 0.00505515 0.00310731 0.00616205 0.00356818 0.00305585 0.00367782 0.00259387 0.00253652 0.00258749
internal_count=3121 2630 2543 2320 2002 1797 1631 979 702 652 432 385 317 185 277 350 132 144 237
is_linear=0
shrinkage=0.00148603


Tree=1886
num_leaves=14
num_cat=0
split_feature=403 52 52 12 12 16 474 13 15 2 0 52 3
split_gain=6.86356e-05 9.80961e-05 0.000131229 0.000346424 0.000178976 0.000168986 0.00017902 0.000223124 0.000153413 0.000111065 0.000104358 9.99577e-05 8.67254e-05
threshold=0.087260000000000018 0.19022000000000003 0.091275000000000009 0.085885000000000017 0.097825000000000009 0.071345000000000006 0.084660000000000027 -0.010384999999999998 -0.0040799999999999994 0.091265000000000013 -0.077809999999999976 -0.0027449999999999996 0.0051600000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 7 9 -7 -1 -6 -9 -13
right_child=-2 -3 3 -5 10 8 -8 11 -10 -11 -12 12 -14
leaf_value=-0.00029665494337601471 -0.0016103511858295691 -0.0015408094939549572 0.0043959658264251644 -0.00080212953431145701 2.7820332721676661e-06 -0.00020936259771161332 0.0024510825827961176 -0.0023792203243027808 -0.0036148794873046806 0.0022296040873726604 0.002662043194643597 -0.001672492689794263 0.00091561003805661187
leaf_weight=0.001342235908697244 0.0010228309779273205 0.0013655983309214621 0.0010151471411474775 0.0010714952941364986 0.0010372948200140578 0.0010455210311309804 0.0010916134844996123 0.0018681817496170386 0.0011076018315013822 0.0014964497438653135 0.0014232920667823232 0.0010326990643297505 0.0010737984276545376
leaf_count=620 279 340 102 190 127 233 177 159 148 221 192 273 60
internal_value=0 9.34877e-05 0.000246294 0.00172673 -4.68264e-07 -0.000377568 5.37797e-05 -0.000330308 -0.00196122 0.0010351 0.00154099 -0.00130547 -0.000353193
internal_weight=0 0.0159709 0.0146053 0.00208664 0.0125187 0.0100581 0.00790498 0.00681336 0.00215312 0.00283869 0.00246059 0.00397468 0.0021065
internal_count=3121 2842 2502 292 2210 1891 1510 1333 381 841 319 492 333
is_linear=0
shrinkage=0.00637641


Tree=1887
num_leaves=19
num_cat=0
split_feature=14 1213 11 1374 157 159 130 453 3 15 160 39 16 2 43 51 12 43
split_gain=0.000660666 0.000457873 0.000276654 0.000295071 0.000214054 0.000366275 0.00031541 0.000343879 0.000243649 0.000236537 0.00020685 0.00027499 0.000228472 0.000195996 0.00031492 0.000147903 0.000131099 7.90998e-05
threshold=0.076175000000000007 -1.0000000180025095e-35 0.088215000000000002 -0.094929999999999987 -0.077384999999999995 0.10519500000000001 -0.0015749999999999998 1.0000000180025095e-35 -0.12018999999999998 0.095175000000000023 -1.0000000180025095e-35 0.097600000000000006 -0.087989999999999985 0.098035000000000011 -0.074359999999999996 0.081440000000000026 0.086850000000000024 -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 -1 3 -3 -5 6 -6 8 17 10 -10 12 15 14 -14 16 -12 -8
right_child=-2 2 -4 4 5 -7 7 -9 9 -11 11 -13 13 -15 -16 -17 -18 -19
leaf_value=-0.00082352498309096677 -0.0010651984799156576 -0.00064411566379749853 -0.00057567430474596162 0.00062606607479093819 -0.00062749900978205559 -0.00071400667039227196 0.001002141128943147 -0.00056534028822910335 -0.00018811904983483514 -0.00035822140436429079 0.00015932868657335573 -0.00031970594555497621 0.00045507205382526683 0.00062681958143035387 -0.00040398890873985733 0.0011876007099999252 0.0008706566665989332 0.00046376396782325433
leaf_weight=0.0012290640120515136 0.0011985006919275057 0.0010034822131110835 0.0012561809077276101 0.0019359938290033065 0.0010008618018321367 0.00106146141024517 0.0010430061260500167 0.0011202707901593603 0.0018300221348780269 0.0014655578352199975 0.0010723168102300482 0.0011682706006852792 0.0019398736915309227 0.0019454335348045304 0.0016990500919266266 0.0010549771134755748 0.0011288974421992393 0.001302694041402006
leaf_count=477 101 53 101 307 188 187 50 72 371 216 128 78 180 168 239 50 89 66
internal_value=0 4.28813e-05 8.91229e-05 0.000127479 0.000164761 0.000117339 0.000166994 0.00021441 0.000270226 0.000193897 0.000262245 0.00034459 0.000432376 0.000253533 5.39679e-05 0.000739092 0.000524135 0.000703151
internal_weight=0 0.0242574 0.0230284 0.0217722 0.0207687 0.0188327 0.0177712 0.0167704 0.0156501 0.0133044 0.0118388 0.0100088 0.00884055 0.00558436 0.00363892 0.00325619 0.00220121 0.0023457
internal_count=3121 3020 2543 2442 2389 2082 1895 1707 1635 1519 1303 932 854 587 419 267 217 116
is_linear=0
shrinkage=0.00145689


Tree=1888
num_leaves=20
num_cat=0
split_feature=14 1213 45 474 3 159 130 48 51 160 0 0 457 52 52 0 15 1 13
split_gain=0.000596563 0.000500832 0.000260279 0.000331132 0.000295639 0.00022444 0.000241539 0.000464555 0.000291401 0.000370861 0.000171695 0.000417022 0.000285597 0.000284813 0.000264712 0.000269228 0.000152404 8.44779e-05 6.59116e-05
threshold=0.076175000000000007 -1.0000000180025095e-35 0.081955000000000014 0.082665000000000002 0.20828500000000003 0.090025000000000008 -0.0015749999999999998 0.12649500000000002 0.087505000000000013 0.032695000000000009 -0.10607499999999999 -0.084269999999999984 -1.0000000180025095e-35 0.11434500000000002 -0.26636999999999994 0.15398500000000004 0.084050000000000014 0.09253500000000002 -0.075974999999999987
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 8 10 -10 12 -12 -8 14 -13 16 18 -14 -16
right_child=-2 2 -4 -5 -6 -7 7 -9 9 -11 11 13 17 -15 15 -17 -18 -19 -20
leaf_value=-0.00086265960867817296 -0.00099318588147657028 -0.00054848517107649946 -0.0006075969408811169 0.00072440442541538 0.00080738617249029201 -0.00058347479210055459 -0.00013572494851089007 -0.00081214552805225926 -0.00079240347281059613 0.0002654041742821793 -0.00045245841314233315 -8.4197404994220906e-05 0.00041097397157306215 -0.00035796212211127479 0.0012748420254543925 2.3462910594358383e-05 0.00044112742897607995 0.00091301033583213924 0.00076945302854006378
leaf_weight=0.001141329378489749 0.0011421140969321 0.0011621277763611609 0.0010088377396328943 0.0016433261067782803 0.001014799432755841 0.0010960169422901808 0.0010132134962748118 0.0010046255341330515 0.0012895041334382009 0.0013102952777336307 0.0018111129266626599 0.001625480975232553 0.0010333503687112089 0.0011205251527374935 0.0010008201882136247 0.0013108045571079974 0.0016009023390640698 0.0018057750128477879 0.0010234963916733401
leaf_count=477 101 184 59 357 109 220 42 55 183 66 349 174 51 140 57 30 244 107 116
internal_value=0 4.26448e-05 8.78142e-05 0.000119898 7.07756e-05 3.1859e-05 6.90949e-05 0.000111438 0.000169628 -0.00025927 0.00025318 0.000152 0.000502514 0.000294507 0.000405931 0.000567335 0.000763988 0.000730285 0.00101932
internal_weight=0 0.0240163 0.022875 0.0218662 0.0202229 0.0192081 0.018112 0.0169499 0.0159453 0.0025998 0.0133455 0.00949314 0.00385234 0.00768203 0.0065615 0.00493602 0.00362522 0.00283913 0.00202432
internal_count=3121 3020 2543 2484 2127 2018 1798 1614 1559 249 1310 1110 200 761 621 447 417 158 173
is_linear=0
shrinkage=0.00140032


Tree=1889
num_leaves=21
num_cat=0
split_feature=1213 14 3 453 483 160 160 16 50 160 13 2 2 43 13 16 42 3 16 3
split_gain=0.000636352 0.000594085 0.000337425 0.000302054 0.000322452 0.000305171 0.000280635 0.000303219 0.000434413 0.00022919 0.000292539 0.000205658 0.000239268 0.000190057 0.000262466 0.000319271 0.000262119 0.000363628 0.000166228 0.000158312
threshold=-1.0000000180025095e-35 0.076175000000000007 0.30112000000000005 1.0000000180025095e-35 0.080810000000000007 -0.22361499999999998 -0.081069999999999989 -0.072804999999999981 0.099450000000000011 0.086325000000000013 0.14871000000000004 0.11093500000000002 0.090310000000000015 -0.074359999999999996 -0.47860499999999995 0.062650000000000025 -0.094469999999999985 -0.07793499999999999 -1.0000000180025095e-35 -0.083924999999999986
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 -2 -7 8 9 10 11 12 19 16 -15 18 -9 -18 -16 -8
right_child=1 -3 -4 -5 -6 6 7 13 -10 -11 -12 -13 -14 14 15 -17 17 -19 -20 -21
leaf_value=-0.0010680869134113086 -0.0006297501361769407 -0.0010460238115556375 0.00097120061779770305 -0.00068746294039896401 -0.00073365620399050023 0.00084327282225783436 0.00081185765072915115 -0.00040577697492534152 0.001279076031837411 -0.00034909693985128536 -0.00038229630976343665 -7.8947644823955152e-06 0.0012277331548695692 0.00039224150292748843 -0.00048309901048700424 -0.00097269316396822057 4.0743064051761121e-05 0.0012047821497179151 0.000330214196507509 -1.6416498074081484e-05
leaf_weight=0.0012812362837284199 0.0011342590938321689 0.0011284914493421274 0.0010220591345335697 0.0012131162344744531 0.0010399126713588188 0.0014757392579412545 0.0010988136767654533 0.0011899311236257537 0.0010600688150457227 0.0013735896793967139 0.0010635672622585912 0.001318495439290468 0.0013225137497930861 0.0011811993958588058 0.0012150216623723559 0.0015981996773698527 0.001775191438304291 0.001004426306008107 0.0011880119616096366 0.0011076051664885775
leaf_count=491 221 87 130 73 298 136 182 69 48 81 50 99 131 12 167 219 233 111 85 198
internal_value=0 4.96156e-05 0.000102495 6.27868e-05 0.000105826 0.000149244 0.000195816 0.000141207 0.000354356 0.000219789 0.000351985 0.000513093 0.000707747 -5.31387e-05 -0.000248131 -0.000437174 0.000201432 0.000461373 -8.10132e-05 0.00039607
internal_weight=0 0.0245102 0.0233817 0.0223597 0.0211465 0.0201066 0.0189724 0.0174966 0.00834465 0.00728458 0.005911 0.00484743 0.00352893 0.00915198 0.00518243 0.00400123 0.00396955 0.00277962 0.00240303 0.00220642
internal_count=3121 2630 2543 2413 2340 2042 1821 1685 789 741 660 610 511 896 483 471 413 344 252 380
is_linear=0
shrinkage=0.00154607


Tree=1890
num_leaves=23
num_cat=0
split_feature=14 1213 3 453 1447 1374 39 42 160 16 43 12 51 474 15 0 16 0 0 0 3 1
split_gain=0.000623979 0.000533921 0.000346953 0.000315696 0.00037225 0.000347786 0.00030768 0.000451105 0.000281613 0.000317852 0.000394713 0.000449318 0.000319548 0.000386825 0.000219664 0.000299842 0.00020302 0.000193315 0.000240696 0.00038151 0.000110379 8.65593e-05
threshold=0.076175000000000007 -1.0000000180025095e-35 0.30112000000000005 1.0000000180025095e-35 -1.0000000180025095e-35 -0.094929999999999987 0.13507500000000003 -0.11051499999999999 -0.098904999999999979 0.071345000000000006 -0.17390999999999998 0.092255000000000018 0.045645000000000005 0.082665000000000002 0.088345000000000021 -0.17169499999999996 -0.092124999999999985 -0.069954999999999976 -0.10151999999999999 -0.11756999999999999 0.10732000000000001 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
left_child=1 -1 3 4 -3 -6 7 -7 -9 12 -11 -12 13 14 15 -10 -14 18 19 -17 -13 -16
right_child=-2 2 -4 -5 5 6 -8 8 9 10 11 20 16 -15 21 17 -18 -19 -20 -21 -22 -23
leaf_value=-0.00090917711029302856 -0.001027694555640433 -0.00076496965169567117 0.00093962918546691026 -0.00065023373219292918 -0.00067478285701039599 -0.00082731019416020294 0.00093089763435250496 -0.00056663114673091003 0.00063797988792786144 0.00075498053355037493 -0.00078565660999182759 -0.00012302050828035706 0.0012842092491507811 0.0010494705668774099 0.00026226693007244483 -0.00071767776635371595 0.00043061312451649585 0.00031858485698757331 -0.00091620231725795013 0.00047895790875479008 0.00055494444142235877 0.00084998545386255056
leaf_weight=0.0012390346795812376 0.001261178729542455 0.0010569456166112578 0.0010187676160247064 0.0013270585037693508 0.0011008206238569676 0.001012301473411705 0.0011456279407555661 0.0010189008672990265 0.0012348282456917589 0.0010225595216297734 0.0019829373138049991 0.0011214144792767444 0.0012038993912901752 0.0011611818685376982 0.0012073809823279769 0.0011206340854053032 0.0012585292168270099 0.0012490595120698555 0.0011598436511324334 0.0012386762277169991 0.001006070908260881 0.0010216464937489733
leaf_count=477 101 239 130 73 50 117 36 251 59 14 191 185 43 153 163 74 117 93 388 46 8 113
internal_value=0 4.27037e-05 9.05131e-05 5.39363e-05 9.57974e-05 0.000138578 0.000182979 0.000137929 0.00019219 0.000237701 -7.12137e-05 -0.000276748 0.000371447 0.000246535 0.000133276 -1.46434e-05 0.000847943 -0.000183654 -0.000361914 -8.94246e-05 0.000197584 0.00053164
internal_weight=0 0.0259081 0.0246691 0.0236503 0.0223233 0.0212663 0.0201655 0.0190199 0.0180076 0.0169887 0.00513298 0.00411042 0.0118557 0.00939325 0.00823207 0.00600304 0.00246243 0.00476821 0.00351915 0.00235931 0.00212749 0.00222903
internal_count=3121 3020 2543 2413 2340 2101 2051 2015 1898 1647 398 384 1249 1089 936 660 160 601 508 120 193 276
is_linear=0
shrinkage=0.00148603


Tree=1891
num_leaves=13
num_cat=0
split_feature=11 4 16 2 40 42 484 2 52 4 49 52
split_gain=7.72019e-05 9.81543e-05 0.000116997 0.000109213 0.000133179 0.000184052 0.000111034 0.000196499 0.000116652 0.000214024 0.000174584 8.13987e-05
threshold=0.087830000000000005 0.27287000000000006 -0.36241499999999999 0.10981000000000002 -1.0000000180025095e-35 -0.092814999999999981 0.084040000000000017 0.093175000000000022 0.077655000000000016 -0.014149999999999998 -0.046979999999999987 0.0031350000000000002
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 -7 -11 -5
right_child=-2 -3 3 11 5 6 -8 -9 -10 10 -12 -13
leaf_value=-0.0018097041179967255 -0.0017114931609855982 0.0014760159436110105 -0.001976031313304798 0.00033768449834654495 0.0024081218148991361 -0.0029487113061620229 0.0015760589014798803 -0.0026921705241869424 0.001849048404768796 0.0022806810201721445 -0.00094530481270616159 0.0025389699474367244
leaf_weight=0.0014327899738620616 0.0010195430382294859 0.001859718182308511 0.0014676190325521041 0.0017180384553414372 0.0012098553445817166 0.0010662016915076048 0.0011233677336215941 0.0014167810353077244 0.0010844585603652646 0.0011750739120318099 0.0016257378763268769 0.0011336815557663193
leaf_count=136 121 314 153 208 202 452 235 330 502 63 274 131
internal_value=0 9.71432e-05 -8.02738e-05 0.00011003 -0.000199217 0.000100466 -0.000272208 -0.000598244 8.97979e-07 -0.000517394 0.00040815 0.00121279
internal_weight=0 0.0163133 0.0144536 0.0130208 0.0101691 0.00870148 0.00749162 0.00636825 0.00495147 0.00386701 0.00280081 0.00285172
internal_count=3121 3000 2686 2550 2211 2058 1856 1621 1291 789 337 339
is_linear=0
shrinkage=0.00637641


Tree=1892
num_leaves=14
num_cat=0
split_feature=50 15 15 133 52 159 16 2 0 160 16 0 12
split_gain=7.29081e-05 0.000132809 0.000137568 0.000123466 0.000152197 0.000137446 0.000212052 0.00011197 0.000145595 0.000138577 0.000124051 0.000263902 8.09621e-05
threshold=0.10647500000000001 -0.24436499999999997 -0.11713499999999999 0.10622000000000002 -0.28430999999999995 0.089465000000000017 0.23311500000000004 0.10327000000000001 -0.14001499999999997 0.086075000000000013 -0.083539999999999989 -0.072594999999999979 0.088365000000000013
decision_type=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 12 -12 -6
right_child=-2 2 3 -5 5 -7 -8 8 -10 -11 11 -13 -14
leaf_value=0.0023391694018274054 -0.0017862982390383481 -0.0021273577756568056 -0.0017256275282058133 -0.0021658671022692431 0.0035260258640798588 -0.0017619531073960811 0.0034195469212979744 0.00087742470150799733 -0.0027037774671037954 -0.0012969370805891165 -0.0013675897618067034 0.0031183052297664676 0.0011331091055963678
leaf_weight=0.001174819392152541 0.0010336080262413191 0.0014041476090339124 0.0015095051692788639 0.0010211117904551431 0.0014551312612893106 0.001051931734065926 0.0013366353047662436 0.0010932876799198965 0.0010701816793388108 0.0011133219781667286 0.0016602331323630785 0.0010016551237859214 0.0012540576078301502
leaf_count=223 333 214 279 344 290 239 59 87 133 116 570 79 155
internal_value=0 0.000104569 -7.07845e-05 0.000142064 0.000329907 0.000611052 0.000861063 0.000465618 -0.000894053 0.000919261 0.00137864 0.00032043 0.00241837
internal_weight=0 0.016146 0.0149712 0.0135671 0.0125459 0.0110364 0.0099845 0.00864787 0.00216347 0.0064844 0.00537108 0.00266189 0.00270919
internal_count=3121 2788 2565 2351 2007 1728 1489 1430 220 1210 1094 649 445
is_linear=0
shrinkage=0.00690203


Tree=1893
num_leaves=21
num_cat=0
split_feature=1213 160 14 3 124 4 484 50 48 3 13 0 2 15 49 0 0 2 52 47
split_gain=0.000555423 0.000465995 0.000483909 0.000427528 0.000410133 0.000522544 0.000354331 0.000383179 0.000766709 0.000328242 0.000366212 0.000497951 0.000436519 0.000413316 0.000454493 0.000334939 0.000402022 0.000264249 0.000219958 0.000411843
threshold=-1.0000000180025095e-35 -0.40698999999999991 0.076975000000000002 0.30112000000000005 -0.043384999999999993 -0.51843499999999987 -0.0068949999999999992 0.10030500000000002 0.12737000000000001 -0.12018999999999998 -0.47860499999999995 -0.10096999999999999 0.090050000000000005 -0.08730499999999998 -0.066019999999999981 -0.077809999999999976 -0.053834999999999994 0.092120000000000021 -0.066844999999999988 0.092710000000000015
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 -7 8 9 17 -11 13 15 18 -15 -13 -17 -8 -12 -20
right_child=1 2 -4 -5 5 6 7 -9 -10 10 11 12 -14 14 -16 16 -18 -19 19 -21
leaf_value=-0.001032351448324334 -0.00099375688718370816 0.00080483876776476452 -0.00097021825530683591 0.0010873031455271901 -0.0010582031802270344 -0.00070956534005437301 7.0679283853159082e-05 0.0010525943452854257 -0.0012461536392387249 0.00087074823652412555 -0.00045222810732902392 -0.00075461682283213094 -0.0010681709797770948 2.1613220785533991e-05 0.0014193394572470637 0.00092212759492082529 -0.00031999454370499876 0.0010097593940062203 0.00089358670104348697 -0.00033787965570096376
leaf_weight=0.0013103444263865274 0.0010836738301881468 0.0018725758022329194 0.0010825428937430983 0.0011474692784596554 0.0011032945255768879 0.0013817591656428005 0.0013150616130635151 0.0011066736032745985 0.0010657977683017341 0.0012913135769849699 0.0018598141751677844 0.0013362051807748352 0.0016845254886160843 0.0010887986389489512 0.0013460651893097897 0.00120636250540751 0.001528255274546397 0.0018888643701413521 0.0013673219817478266 0.0014454729502801911
leaf_count=491 215 224 74 130 39 433 59 78 43 13 52 474 373 27 46 88 44 132 56 30
internal_value=0 3.98174e-05 8.27017e-05 0.00012823 8.21609e-05 2.06922e-05 7.76128e-05 0.000133305 7.80852e-05 0.000159394 5.41561e-05 -2.78226e-05 -0.000379525 0.000256972 0.000794318 -9.45598e-05 0.000227961 0.000624311 -2.30354e-05 0.000260746
internal_weight=0 0.0272018 0.0261182 0.0250356 0.0238882 0.0220156 0.0209123 0.0195305 0.0184239 0.0173581 0.0141541 0.0128628 0.00575535 0.00710747 0.00243486 0.00407082 0.00273462 0.00320393 0.00467261 0.00281279
internal_count=3121 2630 2415 2341 2211 1987 1948 1515 1437 1394 1203 1190 979 211 73 606 132 191 138 86
is_linear=0
shrinkage=0.00160853


Tree=1894
num_leaves=13
num_cat=0
split_feature=1 13 4 159 52 1 15 52 1 133 0 16
split_gain=7.41194e-05 0.000147422 0.000166048 0.000102931 0.000106705 0.000142246 0.000126192 0.000175433 0.000101562 9.72733e-05 6.61247e-05 6.59092e-05
threshold=0.077565000000000009 -0.47860499999999995 -0.012509999999999999 0.076905000000000015 -0.0064899999999999992 0.095695000000000016 -0.053579999999999996 -0.081429999999999989 0.10752500000000002 1.0000000180025095e-35 -0.097274999999999986 -0.27167499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 9 4 6 10 7 -2 -7 -3 -6 -10
right_child=3 2 -4 -5 5 8 -8 -9 11 -11 -12 -13
leaf_value=0.0016180717290457242 0.0021767370786468362 0.00060512091026605611 -0.0035261643479192503 0.0018933596748987192 0.0032838452014581072 -0.0016183480091543862 -0.0022579870960203613 -0.00157782789861239 -0.00052584369909335982 -0.0019105292236150239 0.0008362244648900055 0.0014246323136413372
leaf_weight=0.0010028191290984969 0.001076614787694441 0.0017011068952822511 0.0010969915007475644 0.0015706573278159866 0.0010093037682238348 0.0013962504759736927 0.0016680407216738422 0.0012105447983375983 0.0014160435505232516 0.0012004579672832 0.0010122689571434853 0.0018036826708424649
leaf_count=15 126 544 622 299 69 150 212 85 169 455 273 102
internal_value=0 -0.000701742 -0.00128354 0.000276823 3.71283e-05 0.000561386 -0.000842672 0.000189526 -9.41626e-05 -0.000435673 0.00205824 0.000566808
internal_weight=0 0.00500138 0.00399856 0.0121634 0.0105927 0.00663755 0.0039552 0.00228716 0.00461598 0.00290156 0.00202157 0.00321973
internal_count=3121 1636 1621 1485 1186 763 423 211 421 999 342 271
is_linear=0
shrinkage=0.0067667


Tree=1895
num_leaves=12
num_cat=0
split_feature=49 42 151 47 1 16 13 15 42 1 15
split_gain=7.07647e-05 0.000169084 0.000200738 0.000185089 0.000150086 0.000140188 0.000356367 0.000220988 0.000161229 0.000104036 9.57449e-05
threshold=-0.043469999999999995 0.10194000000000002 -0.063609999999999986 0.11069000000000002 0.098220000000000016 0.22339500000000004 0.0076650000000000008 -0.10203999999999998 0.084050000000000014 0.077845000000000011 -0.090644999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 5 10 6 7 -4 9 -9 -1
right_child=1 -3 3 -5 -6 -7 -8 8 -10 -11 -12
leaf_value=0.0010002706611478757 -0.0020727636638108314 -0.0023919976234671736 -0.0007348969657356391 0.0018855517843745276 0.0018196629404461932 -0.0015242298014231037 -0.0024113874234338367 0.0036885072894625318 -8.8280863254834032e-05 0.0014588433828387354 -0.0012576212100769446
leaf_weight=0.0010046659600954078 0.0013112368564639843 0.0010089034222057142 0.0018786806879793807 0.0017382721590335362 0.0018188925188378224 0.0017081807798054304 0.0012737800797572134 0.0010649137140508053 0.0012272151164628778 0.0016347510003226207 0.0013649401029828942
leaf_count=57 272 325 276 111 209 306 260 385 557 204 159
internal_value=0 -0.000210573 -2.46437e-05 0.000230498 0.000620301 -9.68903e-05 0.000247514 0.000830895 0.00157999 0.00233836 -0.00030032
internal_weight=0 0.0128459 0.011837 0.0105258 0.0041885 0.00878752 0.00707934 0.00580556 0.00392688 0.00269966 0.00236961
internal_count=3121 2696 2371 2099 425 1988 1682 1422 1146 589 216
is_linear=0
shrinkage=0.00555105


Tree=1896
num_leaves=14
num_cat=0
split_feature=128 124 402 4 2 0 3 47 1 160 0 0 15
split_gain=7.32721e-05 9.3069e-05 9.89877e-05 0.000158268 0.000196615 0.000175508 0.000280395 0.000245884 0.000207433 0.000178065 0.000289097 7.61269e-05 7.69487e-05
threshold=1.0000000180025095e-35 -0.043384999999999993 0.0089800000000000019 -0.27825499999999997 0.10855000000000002 -0.060129999999999996 -0.10023499999999998 0.092530000000000015 0.094090000000000021 -1.0000000180025095e-35 -0.15599999999999997 -0.10096999999999999 -0.008624999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 7 -7 8 11 -10 -11 12 -5
right_child=-2 2 -4 5 -6 6 -8 -9 9 10 -12 -13 -14
leaf_value=0.0015552332803299396 -0.0015748238502314147 -0.0034125654758842979 0.0017647482270330302 -0.0011544771373941263 0.00021386323557351659 0.0037908176487772569 -0.00018717953819629091 -0.0025470896503182604 -0.00094300297911776253 2.5149036954117988e-05 0.004114447794620002 -0.0021284149471155738 0.0010053511256093068
leaf_weight=0.0014317749477977077 0.0010102692107380939 0.0011271918516540446 0.0010081977982063931 0.0014432081096640292 0.0010357527614495154 0.0010891067712855418 0.0015504086064469817 0.0014782796778501361 0.0010087803245177884 0.0012616260584950023 0.0012352957396616349 0.0011643994940004924 0.0010139558546796721
leaf_count=244 231 141 368 128 70 80 143 207 87 64 141 1133 84
internal_value=0 9.41353e-05 -5.09767e-05 -0.000187508 -0.00167601 9.8799e-05 0.00145421 -0.000316935 0.000145625 0.0011875 0.00204824 -0.000862913 -0.000263218
internal_weight=0 0.015848 0.0144162 0.013408 0.00216294 0.0112451 0.00263952 0.00860555 0.00712727 0.0035057 0.00249692 0.00362156 0.00245716
internal_count=3121 2890 2646 2278 211 2067 223 1844 1637 292 205 1345 212
is_linear=0
shrinkage=0.00600863


Tree=1897
num_leaves=21
num_cat=0
split_feature=14 1213 160 3 1374 484 50 48 0 39 4 0 2 0 0 52 16 42 4 43
split_gain=0.000570534 0.000507395 0.000534353 0.000343146 0.000300622 0.000322445 0.00029981 0.000493772 0.00037246 0.000245828 0.000260321 0.000333122 0.00030263 0.000325596 0.000490939 0.000291976 0.000290005 0.000181123 0.000145705 9.15297e-05
threshold=0.076175000000000007 -1.0000000180025095e-35 -0.40698999999999991 0.30112000000000005 -0.094929999999999987 -0.0068949999999999992 0.10030500000000002 0.11951500000000001 -0.17169499999999996 -1.0000000180025095e-35 -0.49405499999999997 0.062580000000000011 0.11093500000000002 -0.10607499999999999 -0.084044999999999995 -0.11183499999999999 -0.25582999999999995 -1.0000000180025095e-35 0.0061450000000000003 -0.083879999999999996
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 7 8 18 -10 -11 12 13 16 -15 -16 -12 -17 -7 -19
right_child=-2 2 3 -5 5 6 -8 -9 9 10 11 -13 -14 14 15 17 -18 19 -20 -21
leaf_value=-0.00094887425889790685 -0.0010774414199078274 -0.00099399634313127689 -0.00070479971561736526 0.0010080957230207566 -0.00055656627308194116 0.00029106152708511303 0.00097526527869926409 -0.00088021213711019061 -0.00060953645441412171 -0.00050820333170711516 0.0002311188996542363 0.00083640549879515364 -0.00048182825586849621 -0.00063463293810129379 -0.00019271078984085306 5.6228676422159893e-05 0.0013255169996500542 0.0011349690848011854 0.0010374018996813299 0.0005175612975528922
leaf_weight=0.0011978000362162502 0.0011539052394233798 0.001056636724853551 0.0010823390931520285 0.0010174892864900356 0.0015179302797352764 0.0010421029869007647 0.0010789501942578541 0.0010750194587245679 0.001066790762459747 0.0012675631444731767 0.0012608350867051588 0.0018331615134134791 0.0016689254448006849 0.0017806906611743068 0.0018268275107684827 0.0010937981122449173 0.0010699102267022155 0.0011273718656032439 0.0015631110691713967 0.0011691861149260808
leaf_count=477 101 202 50 130 456 27 89 57 40 111 51 71 203 364 134 181 67 56 62 192
internal_value=0 3.37425e-05 8.15898e-05 0.000129865 9.01934e-05 0.000130322 0.000182653 0.000137274 0.000198827 0.000106054 0.000160202 0.000226234 0.000124526 0.000233005 6.63096e-05 0.00030555 0.000733494 0.000574028 0.000738861 0.000820645
internal_weight=0 0.0257964 0.0245986 0.023542 0.0225245 0.0214422 0.0199242 0.0188453 0.0177703 0.0151651 0.0140983 0.0128307 0.0109975 0.00932862 0.00699787 0.00521718 0.00233075 0.00339036 0.00260521 0.00229656
internal_count=3121 3020 2543 2341 2211 2161 1705 1616 1559 1470 1430 1319 1248 1045 927 563 118 429 89 248
is_linear=0
shrinkage=0.00154607


Tree=1898
num_leaves=13
num_cat=0
split_feature=50 47 4 1 42 43 3 13 2 133 151 1
split_gain=6.63297e-05 0.000122622 0.000152503 0.000205772 0.000141084 0.000138354 9.50838e-05 8.84677e-05 7.7012e-05 8.91808e-05 0.000153924 0.000100103
threshold=0.10647500000000001 0.13148500000000005 0.24564500000000003 0.111945 -0.0060199999999999993 -0.083684999999999996 -0.078934999999999991 -0.033284999999999988 0.083215000000000011 0.084760000000000016 -0.00016499999999999997 0.09697500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 7 -7 -6 -8 10 -10 -12
right_child=-2 -3 3 -5 5 6 8 -9 9 -11 11 -13
leaf_value=-0.0019177623799001839 -0.0016730604824658044 -0.0021501249731520318 8.5035966807832294e-05 0.0037414479073599035 0.00022077182841514722 -0.0017099166390904101 0.0013654797683504323 0.0029103964606445147 0.0011093997568034438 0.0014269722059579884 -0.0033932886162364589 -0.00057660928486831184
leaf_weight=0.0016450739656852795 0.001026486325693173 0.0010342764708139987 0.0016377127350881713 0.0012370828741721136 0.0010218074022459722 0.0015437303871327123 0.0017619374970179449 0.0012388592775742788 0.0012525430517889014 0.0010621455097232294 0.0010408983973417274 0.0012983528932615229
leaf_count=710 333 37 144 244 240 655 176 117 86 149 158 72
internal_value=0 0.000102126 0.00026016 0.00165846 -7.86282e-05 0.000217402 -0.000202177 0.0016947 0.000160602 -0.000295553 -0.000804929 -0.00182995
internal_weight=0 0.0157744 0.0147401 0.0028748 0.0118653 0.0102203 0.00795961 0.00226067 0.00641588 0.00465394 0.00359179 0.00233925
internal_count=3121 2788 2751 388 2363 1653 1296 357 641 465 316 230
is_linear=0
shrinkage=0.0067667


Tree=1899
num_leaves=19
num_cat=0
split_feature=1213 14 44 3 48 0 0 15 51 48 52 4 13 0 3 3 1 12
split_gain=0.000597312 0.000529739 0.000368201 0.000299132 0.000297295 0.000307667 0.000326234 0.000302418 0.00028443 0.000276652 0.000255964 0.000287391 0.000291508 0.000242077 0.000344408 0.000185194 0.000138725 0.000117487
threshold=-1.0000000180025095e-35 0.076175000000000007 1.0000000180025095e-35 0.20828500000000003 0.12879500000000002 -0.10607499999999999 -0.084269999999999984 -0.079249999999999987 0.086685000000000012 0.083685000000000009 0.11434500000000002 -0.49405499999999997 -0.090639999999999984 -0.019414999999999998 -0.074084999999999998 0.092670000000000016 0.095285000000000022 0.099100000000000008
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 16 8 9 -2 11 -8 -13 14 17 -9 -7 -14
right_child=1 -3 -4 -5 -6 6 10 15 -10 -11 -12 12 13 -15 -16 -17 -18 -19
leaf_value=-0.0010760591135664582 -6.974291759099201e-05 -0.0010419168749866889 -0.00082032283389816109 0.00094625635245195469 -0.00065352641627131048 -0.00097083894263531281 -0.00036437354434090067 0.00045286581848064204 -0.00049443919940217679 0.00080637605956577997 -0.00044855892355272908 0.00094372121862944659 -5.1444169978401677e-06 0.00063855856374298785 -0.00072490753497333256 0.0013359757701364597 -0.00018896757421149797 0.0006934926859254308
leaf_weight=0.0012051562712979266 0.0016296595859824903 0.0010347054000539027 0.0010156454569312237 0.0010276467924372748 0.0012051194116312605 0.0010077865063903213 0.0016513181433745992 0.0012313588092759337 0.0011491355577373241 0.0018277572760410088 0.0016548899727281486 0.0015517916515825868 0.0013535823752307032 0.0018406846027057486 0.0012034549846550169 0.0010530234870849142 0.0011746704580029993 0.0010007480108593647
leaf_count=491 85 87 60 130 62 613 139 78 33 69 251 51 487 128 176 43 66 72
internal_value=0 3.9817e-05 8.93901e-05 0.00013224 9.15031e-05 0.000137952 -7.22629e-06 0.000400015 0.000171934 0.000393416 0.000108272 0.000215402 0.000353152 0.000183393 -5.20958e-05 0.00085995 -0.00055001 0.000291823
internal_weight=0 0.023613 0.0225783 0.0215626 0.020535 0.0193299 0.0124389 0.00689093 0.00460655 0.00345742 0.0102565 0.00860158 0.00695026 0.00539847 0.00355779 0.00228438 0.00218246 0.00235433
internal_count=3121 2630 2543 2483 2353 2291 1983 308 187 154 1304 1053 914 863 735 121 679 559
is_linear=0
shrinkage=0.00154607


Tree=1900
num_leaves=15
num_cat=0
split_feature=1 151 15 49 16 52 0 4 157 16 48 13 52 12
split_gain=6.9823e-05 0.00011413 0.00012548 0.000166868 0.000109314 9.36748e-05 0.000162555 0.000276936 0.000175354 0.000211018 0.000150791 0.000144076 0.000128315 8.67788e-05
threshold=0.14000500000000002 0.08357500000000001 0.095175000000000023 0.12073000000000002 -0.5048999999999999 0.11434500000000002 -0.077999999999999986 -0.49405499999999997 -0.063304999999999986 -0.056919999999999991 0.085845000000000019 0.0076650000000000008 -0.085984999999999992 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 8 -8 -6 10 13 12 -9 -10
right_child=-2 -3 -4 -5 5 -7 7 11 9 -11 -12 -13 -14 -15
leaf_value=0.001398725232767239 0.0011867477597644527 0.0015189642809649605 -0.0020054423169542229 -0.0021446388081531324 0.0014335827885088852 -0.0015434984197454202 -0.0014960928120693734 0.0010925778693822788 0.0012897665431573972 -0.0029578855906146648 -0.0019277274285936302 3.1139932937502174e-06 0.0036714711965591287 -0.00071289955790357232
leaf_weight=0.0014997931539321033 0.001245223539847364 0.001105892406993215 0.0010071260935904181 0.0010019221044821171 0.0010246146993966873 0.0011157115592211235 0.0010435372724746372 0.0010450275522438379 0.001339611654358256 0.0011000386905350842 0.0011087004234899556 0.0010223438983396338 0.0010668433415429307 0.0010608814165993692
leaf_count=152 124 115 366 153 214 233 123 148 110 334 104 124 228 593
internal_value=0 -0.000100571 -0.000224637 -9.10829e-05 7.44829e-05 -0.000107272 5.60466e-05 0.000837918 -0.000523746 -0.000958853 -0.00033221 0.00161503 0.00239534 0.000404702
internal_weight=0 0.015542 0.0144362 0.013429 0.0124271 0.0109273 0.0098116 0.00417775 0.00563385 0.00460923 0.00350919 0.00313421 0.00211187 0.00240049
internal_count=3121 2997 2882 2516 2363 2211 1978 623 1355 1141 807 500 376 703
is_linear=0
shrinkage=0.00523088


Tree=1901
num_leaves=21
num_cat=0
split_feature=14 1213 3 453 1374 457 11 4 160 484 50 3 160 0 0 15 49 43 16 42
split_gain=0.000629001 0.000527948 0.000324287 0.000266008 0.000270537 0.000303179 0.000358779 0.000375908 0.00031779 0.00025018 0.000281666 0.000224645 0.000211488 0.00015745 0.000418773 0.00022817 0.000199695 0.000179613 0.000349698 7.16823e-05
threshold=0.076175000000000007 -1.0000000180025095e-35 0.30112000000000005 1.0000000180025095e-35 -0.094929999999999987 0.085360000000000005 0.088215000000000002 0.27287000000000006 -0.091944999999999985 0.079595000000000013 0.088280000000000011 0.10893000000000001 0.08733500000000001 -0.10096999999999999 -0.057069999999999989 -0.10203999999999998 -1.0000000180025095e-35 -0.074359999999999996 0.22339500000000004 -1.0000000180025095e-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 -3 6 7 8 -6 10 12 -9 13 15 -15 -10 -17 19 -19 -16
right_child=-2 2 -4 -5 5 -7 -8 11 9 -11 -12 -13 -14 14 17 16 -18 18 -20 -21
leaf_value=-0.00097419841524645518 -0.0011299063868820032 -0.00069251072162831821 0.00096326308906875845 -0.00063498313139772234 -0.00057740862768497633 0.00077704887113578169 -0.00079795840324419821 0.0012988538623035562 -0.00022590942465198276 0.00081819174200289176 0.00073419822601629165 0.00025060186994676207 -0.00069525421049777391 -0.00087101267503955626 0.00010573175091411948 0.0001645804395192305 0.0011184076078662871 0.00044107849977781442 -0.00079161183903301256 0.00065505080135429608
leaf_weight=0.0011951134573221214 0.0011829809174321851 0.0010100901640619489 0.0010354275750097388 0.0012886697901628432 0.0017536128420134337 0.0017187728362171297 0.0010787490260710788 0.001019236423849614 0.0012018872369736755 0.0012177279921914428 0.0013921363670133533 0.0010144473870070669 0.0010412551867409756 0.0013552365501962454 0.0010224257253597102 0.0011197380088852071 0.0010650820211486299 0.0011129483266927379 0.0011782027942235374 0.0013993082281871239
leaf_count=477 101 50 130 73 330 129 98 170 53 126 283 25 142 656 18 39 33 38 81 69
internal_value=0 4.77534e-05 0.000100798 6.01868e-05 0.000103463 0.000144294 8.37799e-05 0.000140085 5.30586e-05 0.000137417 6.76841e-05 0.000775962 -2.07183e-05 5.3568e-05 -9.84636e-05 0.00032597 0.000629563 0.000123691 -0.000192821 0.000423135
internal_weight=0 0.0242201 0.023025 0.0219895 0.0207009 0.0196908 0.017972 0.0168932 0.0148596 0.0131059 0.0118882 0.00203368 0.0104961 0.00945483 0.00606812 0.00338671 0.00218482 0.00471289 0.00229115 0.00242173
internal_count=3121 3020 2543 2413 2340 2290 2161 2063 1868 1538 1412 195 1129 987 862 125 72 206 119 87
is_linear=0
shrinkage=0.00157699


Tree=1902
num_leaves=12
num_cat=0
split_feature=41 2 16 48 150 0 15 43 43 13 2
split_gain=6.54198e-05 9.69126e-05 7.99965e-05 9.04729e-05 0.000119912 0.000137263 0.000102188 9.40292e-05 0.000196385 0.000212788 5.61958e-05
threshold=0.078475000000000017 -1.0000000180025095e-35 -0.36241499999999999 0.093265000000000015 0.086615000000000011 -0.10607499999999999 -0.015039999999999998 0.093175000000000022 -0.074359999999999996 -0.0034749999999999994 0.10882500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 10 4 5 6 -4 8 9 -7 -3
right_child=-2 2 3 -5 -6 7 -8 -9 -10 -11 -12
leaf_value=0.0023000266623875894 -0.001829557248705079 -5.7283274348729458e-05 0.00046344021741416449 0.0016503275810676949 -0.0022878367304931275 0.0024220584116051037 0.0032848257997502594 0.001475602601787032 -0.0028488330224048348 -0.0014980328806640138 -0.0024421382170833209
leaf_weight=0.001054785298571735 0.0010313640510404279 0.0010171355335741846 0.0019880472964933782 0.0019862001101276791 0.0012224776847904748 0.0013871914789529496 0.001120287287593281 0.0011502503784140833 0.0018180830359579691 0.0017452334216440666 0.0012046318770608591
leaf_count=177 148 126 109 268 171 475 70 175 1019 234 149
internal_value=0 0.00011288 -4.47051e-05 0.000188897 -8.93634e-05 0.000202477 0.00148031 -0.000448577 -0.00089566 0.000237976 -0.00135034
internal_weight=0 0.0156943 0.0146395 0.0124178 0.0104316 0.00920909 0.00310833 0.00610076 0.00495051 0.00313242 0.00222177
internal_count=3121 2973 2796 2521 2253 2082 179 1903 1728 709 275
is_linear=0
shrinkage=0.00747098


Tree=1903
num_leaves=12
num_cat=0
split_feature=40 42 39 42 51 43 2 13 2 16 1
split_gain=7.2573e-05 0.000274502 0.000197271 0.00016452 0.000142875 0.000103663 0.00014331 0.000119597 0.000113355 0.000109674 0.000103304
threshold=0.051255000000000002 -0.09693499999999998 0.084405000000000008 0.091735000000000025 -0.076794999999999988 -0.084004999999999982 0.089885000000000007 -0.28558999999999996 0.093175000000000022 -0.074319999999999983 0.095285000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 10 -8 -9 -10 -7
right_child=-2 2 -4 -5 5 6 7 8 9 -11 -12
leaf_value=-0.0031176782886939863 0.0016156701659663147 -0.0014245061826210065 0.0027866065874083161 -0.0017670953486904901 0.0019483333131836813 -0.0021104553788141509 0.002385895327084961 0.0020585373147601958 -0.0014045071661579883 0.00090968129575760576 0.00043313553241966393
leaf_weight=0.001102461078289243 0.0010135846151015778 0.0017850455049495577 0.0010074202410290259 0.0019370853202344282 0.0016104562877419957 0.0014517523650060555 0.0013584196647633551 0.0010310357123942682 0.0017133634463290526 0.0015018093080244807 0.0010943548400101921
leaf_count=222 72 355 260 539 351 664 98 101 174 184 101
internal_value=0 -0.000110599 0.00011818 -8.11938e-05 0.000201646 0.000499023 0.000212662 0.000771364 0.000254854 -0.000323548 -0.00101718
internal_weight=0 0.0155932 0.0144907 0.0134833 0.0115462 0.00976119 0.00815074 0.00560463 0.00424621 0.00321517 0.00254611
internal_count=3121 3049 2827 2567 2028 1673 1322 557 459 358 765
is_linear=0
shrinkage=0.00625138


Tree=1904
num_leaves=13
num_cat=0
split_feature=484 4 3 151 160 133 13 15 2 16 15 52
split_gain=6.83025e-05 0.000100888 9.46304e-05 9.28355e-05 0.000162147 0.000159504 0.000194908 0.000237045 0.000174985 0.000136152 0.00012761 0.000178629
threshold=-0.0068949999999999992 0.27287000000000006 0.10893000000000001 -0.086769999999999986 -0.082869999999999985 -0.0061299999999999992 -0.0030199999999999997 1.0000000180025095e-35 0.10381000000000001 -0.078844999999999985 -0.016799999999999995 -0.075329999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 -6 8 10 9 -7 11 -8
right_child=1 2 -4 4 5 6 7 -9 -10 -11 -12 -13
leaf_value=-0.0016267402245736941 0.0017127034995826488 0.0027571698593034321 -4.5283290178625311e-06 -0.0023083790403131367 -0.0020027888347030139 0.0043113289708508898 -0.0024785790860167496 -0.0029563056360789228 -0.00047845792954208415 0.0012271012871978846 0.0018749285722947082 0.001232579876810843
leaf_weight=0.0010688058680534953 0.0011238467264586003 0.0011339156454375507 0.0010532521552137908 0.0015176130238347173 0.0014877431679819137 0.0010299302270464798 0.0011584085417206819 0.0013114004713691563 0.0013936557041555608 0.0016218738758107323 0.0014343038443769282 0.0011252857963965079
leaf_count=503 190 219 115 383 628 173 96 183 147 324 109 51
internal_value=0 0.000107559 0.00142725 -0.000111039 -0.000280705 1.06266e-05 0.000340708 -0.000531254 0.00142475 0.00242498 0.000324103 -0.000649913
internal_weight=0 0.0153912 0.00218717 0.0132041 0.0120802 0.0105626 0.00907486 0.0050294 0.00404546 0.0026518 0.003718 0.00228369
internal_count=3121 2618 334 2284 2094 1711 1083 439 644 497 256 147
is_linear=0
shrinkage=0.00663402


Tree=1905
num_leaves=20
num_cat=0
split_feature=14 1213 45 3 39 48 457 3 13 51 15 484 15 43 42 4 3 0 52
split_gain=0.000565678 0.000467067 0.000312681 0.000285173 0.000235649 0.000403444 0.000345453 0.00037956 0.000265356 0.000224765 0.000246604 0.000384363 0.000452566 0.000209894 0.000311423 0.000307225 0.000176845 0.000168413 6.30252e-05
threshold=0.076175000000000007 -1.0000000180025095e-35 1.0000000180025095e-35 0.20828500000000003 0.13507500000000003 0.12879500000000002 0.080930000000000016 0.090900000000000009 0.25761500000000009 0.088210000000000011 0.088345000000000021 0.084040000000000017 -0.15914499999999995 -0.074359999999999996 0.084695000000000006 0.053925000000000008 -0.0087149999999999988 -0.084144999999999984 0.077655000000000016
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 8 -8 9 10 11 12 -3 14 -14 16 -15 -12 -18
right_child=-2 2 -4 -5 -6 -7 7 -9 -10 -11 17 -13 13 15 -16 -17 18 -19 -20
leaf_value=-0.0009879632494459382 -0.0010973442289950158 0.00079942794008030225 -0.00079037745367964147 0.00092420188193975488 0.0008317635527015975 -0.00092628376845422513 0.00011366981552769388 0.0013142715001961485 -0.00077068528176242655 -0.00044996205419276685 0.001069063790807095 0.00073785533600560706 0.00067597499336656043 -0.00075283191979524065 -0.00040177364623863223 -0.001121740634102813 -0.00020411461564309974 0.00018596811922229654 0.00030830054120962579
leaf_weight=0.0010927991868298617 0.0011894110011929629 0.0012558354251679905 0.0010011482449101541 0.0011074691270871453 0.0010420105880282185 0.0010437939512948349 0.0016048314896896223 0.0011839073485573337 0.0010533529552940726 0.0019086432206813506 0.0011166834064533226 0.0017084746561260031 0.0013194376993011774 0.0010603687825622181 0.0014627455081607232 0.0012777886463131161 0.0013533019576197451 0.0011183071217563271 0.0011477849524652584
leaf_count=477 101 157 62 130 34 53 162 49 54 243 60 182 229 314 280 121 65 333 15
internal_value=0 3.92637e-05 8.85723e-05 0.000129003 8.63709e-05 4.67738e-05 0.000101464 0.000623363 9.24638e-06 6.50222e-05 0.000141689 3.91828e-05 -9.52803e-05 -0.000242708 0.000109344 -0.000445109 -0.000202346 0.000627195 3.10401e-05
internal_weight=0 0.0238587 0.0227659 0.0217647 0.0206573 0.0196153 0.0185715 0.00278874 0.0157827 0.0147294 0.0128207 0.0105857 0.00887726 0.00762143 0.00278218 0.00483924 0.00356146 0.00223499 0.00250109
internal_count=3121 3020 2543 2481 2351 2317 2264 211 2053 1999 1756 1363 1181 1024 509 515 394 393 80
is_linear=0
shrinkage=0.00160853


Tree=1906
num_leaves=20
num_cat=0
split_feature=14 1213 45 474 402 124 160 151 49 12 4 13 42 47 13 1 1 15 13
split_gain=0.000523827 0.000459698 0.000291342 0.000261021 0.000212644 0.000314006 0.000361545 0.000483999 0.000339821 0.000329256 0.000258135 0.000226114 0.000179178 0.000319653 0.000303964 0.000293233 0.000340164 0.000211806 0.000104656
threshold=0.076175000000000007 -1.0000000180025095e-35 0.081955000000000014 0.082665000000000002 0.073745000000000019 -0.043384999999999993 -1.0000000180025095e-35 -0.090369999999999992 0.093655000000000002 1.0000000180025095e-35 -0.27825499999999997 -0.059629999999999996 -1.0000000180025095e-35 0.092530000000000015 0.066795000000000007 0.094465000000000007 0.086560000000000012 -0.07490999999999999 -0.084154999999999994
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 9 -8 10 -7 11 -9 -12 14 15 16 18 -17 -14
right_child=-2 2 -4 -5 -6 6 7 8 -10 -11 12 -13 13 -15 -16 17 -18 -19 -20
leaf_value=-0.00084968056339771694 -0.00091586898145544222 0.00062422248801624267 -0.00063378447632355523 0.00064068217026207132 0.00060796381945585776 -5.4832477557292186e-05 -0.00078773907963898722 8.2336872212111583e-05 0.0008844558634226252 -0.0010488141778748849 -0.0002286150208254268 -0.00081927455177189536 4.1962058304600693e-06 -0.00034458334100694564 0.00099260902991682031 0.00096933530563939215 -0.00063055772530104797 0.00017690526909185447 0.00059963765414378697
leaf_weight=0.0010238705671679329 0.0011076978953143959 0.0014706227014478343 0.0010078158955977292 0.0015386784546838608 0.0012227412186085326 0.0013375507882344975 0.0011296600900443385 0.0010009302144453613 0.0010001810943726383 0.0011003752855141477 0.0018008827404347753 0.0010147506800448581 0.0011406268612792455 0.0014067996523317028 0.00114522424882324 0.0012610924844422833 0.001124016101405001 0.001185412686172671 0.0010066724557625866
leaf_count=477 101 191 59 357 227 74 71 16 156 420 295 89 84 77 44 95 77 82 129
internal_value=0 3.18061e-05 7.30287e-05 0.000107134 6.47021e-05 2.80524e-05 -2.45915e-05 5.75313e-05 0.000130497 -0.000503473 6.81047e-05 -0.00037156 0.000156105 0.000239883 0.000359688 0.00023292 -3.06702e-05 0.000585377 0.000283344
internal_weight=0 0.0229179 0.021894 0.0208862 0.0193475 0.0181248 0.0166542 0.0142162 0.0130866 0.00243793 0.0120864 0.00201568 0.0100707 0.00826984 0.00686304 0.00571782 0.00327132 0.00244651 0.0021473
internal_count=3121 3020 2543 2484 2127 1900 1709 1215 1144 494 988 105 883 588 511 467 290 177 213
is_linear=0
shrinkage=0.00134594


Tree=1907
num_leaves=12
num_cat=0
split_feature=49 151 4 42 15 16 12 13 2 457 0
split_gain=7.56781e-05 0.000138086 0.000157724 0.000175382 0.000145593 0.000226031 0.000143344 0.000181871 0.0001361 0.000156686 7.91057e-05
threshold=-0.043469999999999995 -0.063609999999999986 0.40945500000000007 0.091545000000000015 -0.037864999999999989 -0.071854999999999988 -0.010834999999999999 -0.0034749999999999994 0.11177500000000001 0.085540000000000019 -0.014954999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 3 4 5 -3 -6 10 9 -1 -8
right_child=1 2 -4 -5 6 -7 7 -9 -10 -11 -12
leaf_value=-0.0012654517562992738 -0.0021779568979588839 0.00056999955712582048 0.0019705541630736893 -0.0025728074223644632 0.0027512440385598406 -0.0032432673104364519 0.0020474427156526786 -0.0014950540057148043 0.002587676619105461 0.0018187337189083587 -0.00019447515788683373
leaf_weight=0.0017093592728992793 0.0014063809402103814 0.0013878580442620407 0.0014685777516696809 0.0012667340854981739 0.0010748947429983797 0.0012495763406066979 0.0016747945668382242 0.0018051964765488822 0.0012136610738822107 0.0011762827021058048 0.0011050408488628705
leaf_count=236 284 267 238 505 39 326 590 404 104 85 43
internal_value=0 -0.000258641 -1.39774e-05 -0.000318704 2.54229e-05 -0.00123667 0.000613537 0.000112382 0.000760323 -8.23618e-06 0.00115623
internal_weight=0 0.0124391 0.0110327 0.0095641 0.00829736 0.00263743 0.00565993 0.00458503 0.0040993 0.00288564 0.00277984
internal_count=3121 2696 2412 2174 1669 593 1076 1037 425 321 633
is_linear=0
shrinkage=0.00650394


Tree=1908
num_leaves=11
num_cat=0
split_feature=1 0 0 13 4 47 52 0 42 52
split_gain=7.55856e-05 0.000168405 9.04844e-05 0.000134041 0.000157642 0.00012937 0.000126632 8.88262e-05 8.63039e-05 6.45174e-05
threshold=0.077565000000000009 -0.084044999999999995 -0.019414999999999998 -0.094514999999999988 -0.034939999999999992 0.092530000000000015 -0.07167999999999998 -0.10607499999999999 0.084145000000000011 0.084735000000000019
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 6 -6 -8 9 -3
right_child=2 8 -4 4 5 -7 7 -9 -10 -11
leaf_value=-0.0026340130975137151 0.0014940563226109867 0.0017663589504178677 0.0017926080780564595 -0.0020589408458864086 -0.00057017768954026392 -0.0012107273402099086 0.0022664638432598359 6.9349643390751486e-05 -0.0013249631829389179 -0.00026610417262031949
leaf_weight=0.0012068008801740917 0.0020023301359239918 0.001115641789732601 0.0012881888741167651 0.0015167891095775616 0.0019141985754073127 0.0019455502315790588 0.0018650481486633969 0.0010981345543811059 0.0011949112679324851 0.0012372661090103015
leaf_count=815 230 206 269 379 151 169 123 164 384 231
internal_value=0 -0.000656322 0.000260879 7.00896e-05 -0.000271799 0.000125497 0.000658506 0.00145223 1.63956e-05 0.000697597
internal_weight=0 0.00475462 0.0116302 0.0103421 0.00833972 0.00682293 0.00487738 0.00296318 0.00354782 0.00235291
internal_count=3121 1636 1485 1216 986 607 438 287 821 437
is_linear=0
shrinkage=0.0061288


Tree=1909
num_leaves=20
num_cat=0
split_feature=14 1213 45 3 474 159 48 49 160 457 0 42 43 2 12 15 12 4 1
split_gain=0.000555832 0.000470805 0.000256182 0.000289839 0.000265977 0.000245623 0.00024644 0.000279594 0.000219418 0.000264753 0.000426125 0.000382645 0.000376358 0.000244538 0.00021985 0.000211989 0.00018109 9.25861e-05 8.40369e-05
threshold=0.076175000000000007 -1.0000000180025095e-35 1.0000000180025095e-35 0.20828500000000003 0.082665000000000002 0.093660000000000007 0.12649500000000002 0.10542000000000001 -1.0000000180025095e-35 -0.0029299999999999994 -0.10607499999999999 -0.095859999999999987 -0.074359999999999996 0.090175000000000019 0.051320000000000005 -0.095869999999999983 0.085885000000000017 -0.077834999999999988 0.090475000000000014
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 7 8 14 -10 15 -12 13 -13 -3 -11 -14 -18 -17
right_child=-2 2 -4 -5 -6 -7 -8 -9 9 10 11 12 16 -15 -16 18 17 -19 -20
leaf_value=-0.0010015680374691454 -0.0011337575789324668 0.00012483245546340374 -0.00070475600215699427 0.00096795448465173209 0.00074220566637310276 -0.00070639680455745026 -0.00065314823084883255 0.00086980622690897738 -0.0006153123203460069 0.00018221660926898001 -0.00085764997121909868 0.00096805759272171939 -0.0005665815720683066 3.9270015704021418e-05 -0.00089784575181133734 0.00066947362759637967 -0.00021158909738564738 0.00039386325186441425 0.0013059002745969988
leaf_weight=0.0010737440240861226 0.0010960097607799471 0.0010528387232984224 0.0010037873869421779 0.001009548858225128 0.0014745959196842675 0.0010954740622109082 0.001114421290043687 0.0012186882786284032 0.0010772741288406227 0.0013089857798118665 0.0011100605321690002 0.0017974959935404457 0.0016618604914207047 0.0012390183486984951 0.0011250871072484743 0.0010240290511944689 0.001223089805812312 0.0014032464804483212 0.0011283077405690456
leaf_count=477 101 55 62 130 336 210 63 153 56 60 72 183 143 92 366 26 257 208 71
internal_value=0 3.85478e-05 8.91563e-05 0.00012699 8.46551e-05 3.24684e-05 7.87615e-05 0.000128588 6.89683e-05 0.000148279 0.000217428 2.24082e-05 0.000155781 0.000589075 -0.000403469 0.000692665 -0.000151039 0.000111903 0.0010031
internal_weight=0 0.0231416 0.0220678 0.021064 0.0200545 0.0185799 0.0174844 0.01637 0.0151513 0.0129734 0.0118961 0.00843477 0.00732471 0.00303651 0.00217793 0.00346132 0.0042882 0.00262634 0.00215234
internal_count=3121 3020 2543 2481 2351 2015 1805 1742 1589 1168 1112 955 883 275 421 157 608 465 97
is_linear=0
shrinkage=0.00160853


Tree=1910
num_leaves=12
num_cat=0
split_feature=11 3 1 16 16 15 4 42 3 16 0
split_gain=8.50627e-05 9.90922e-05 0.000114825 0.000141639 0.000158987 0.000196638 0.000128883 8.21077e-05 8.1913e-05 0.000174976 7.77985e-05
threshold=0.081790000000000015 -0.12018999999999998 0.094385000000000011 -0.27167499999999994 -0.056919999999999991 -0.016799999999999995 -1.0000000180025095e-35 0.075730000000000006 0.090900000000000009 -0.078844999999999985 -0.11173999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 6 -4 10 -6 8 -1 9 -3 -5
right_child=-2 2 3 4 5 -7 -8 -9 -10 -11 -12
leaf_value=0.0027057828539099769 -0.0015995306794137996 0.00093839360699961684 -0.0011908024883213566 0.0010131057487570492 -0.0012220194169693262 0.0019494322539328954 -0.0021588972599112131 0.00014503930672398848 0.0011763199518632582 -0.0022035311776266537 0.0034284527276683971
leaf_weight=0.0010259037854550837 0.0012573094498719009 0.0013620171247523127 0.0016048945225780216 0.0010178735188670629 0.0019387683883818063 0.0013472434229002683 0.001788198856374856 0.0010106139742526929 0.0013538056956217126 0.0015304940161431982 0.0011602600215587233
leaf_count=93 175 605 214 70 220 140 452 87 62 877 126
internal_value=0 0.000126498 -7.68698e-05 0.000474625 0.000963784 7.82551e-05 -0.00072291 0.00143502 -0.000118191 -0.000724071 0.00229973
internal_weight=0 0.0151401 0.0131036 0.00706904 0.00546415 0.00328601 0.00603452 0.00203652 0.00424632 0.00289251 0.00217813
internal_count=3121 2946 2766 770 556 360 1996 180 1544 1482 196
is_linear=0
shrinkage=0.00637641


Tree=1911
num_leaves=13
num_cat=0
split_feature=484 1 42 3 3 151 52 4 4 1 47 2
split_gain=7.26318e-05 7.86714e-05 0.000178293 0.000160762 0.000127028 0.000106697 0.000116033 0.000132222 0.000242108 0.000100937 6.82172e-05 6.13082e-05
threshold=-0.0068949999999999992 0.12811000000000003 0.091735000000000025 0.11296500000000002 -0.15447499999999995 0.06617000000000002 -0.088204999999999992 -1.0000000180025095e-35 -0.059649999999999988 0.094465000000000007 0.093140000000000014 0.086950000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 -2 6 -6 8 11 -9 -11 -8
right_child=1 3 -4 -5 5 -7 7 9 -10 10 -12 -13
leaf_value=-0.0016186443680760465 0.0023742401824887165 0.0028937403457568334 -0.0020228333961339463 -0.00061177431774192971 -0.0018246308371907926 0.0019041689372172471 0.0009990133132445774 -0.0021011172128928045 0.0033176782001939674 0.0010330179965819266 -0.0011313793097415905 -0.00091437085940652518
leaf_weight=0.0010602814331611863 0.0010030693024246093 0.0011291198795381945 0.0016713267563801268 0.0010056318303250933 0.0015324957999685194 0.0010711907819571662 0.0011671245737084083 0.0014205918252560758 0.0011882030828746677 0.0012978283395143064 0.0010887610127681135 0.0016342684587699607
leaf_count=503 150 128 485 115 331 84 444 220 285 86 53 237
internal_value=0 0.000107441 -7.78616e-05 0.00124237 0.000207198 -1.80198e-06 -0.000220646 9.46249e-05 0.000905786 -0.000755402 4.56209e-05 -0.000117211
internal_weight=0 0.0152096 0.0130749 0.00213475 0.0114035 0.0104005 0.00932927 0.00779678 0.0039896 0.00380718 0.00238659 0.00280139
internal_count=3121 2618 2375 243 1890 1740 1656 1325 966 359 139 681
is_linear=0
shrinkage=0.00637641


Tree=1912
num_leaves=13
num_cat=0
split_feature=11 48 0 16 1 15 16 0 16 16 2 16
split_gain=7.4016e-05 0.00010453 0.000206599 0.000159571 0.000102097 0.00015027 0.000190431 0.000147065 0.000111709 9.50585e-05 9.01258e-05 5.39718e-05
threshold=0.081790000000000015 0.016865000000000002 -0.20211999999999997 -0.062804999999999986 0.11323000000000001 -0.0063699999999999989 -0.088394999999999987 -0.053834999999999994 0.023255000000000001 -0.094359999999999986 0.081685000000000021 0.31475000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 9 -4 5 10 -7 -6 -8 -3 -1 -10
right_child=-2 2 3 -5 7 6 8 -9 11 -11 -12 -13
leaf_value=-0.00062127784048362198 -0.0014438291256669553 -0.0018948138522981476 0.0038781057593810838 0.00078537943133438672 0.0020831880386035697 -0.0019297981465376936 0.0018668110792652347 -0.00091214235976967153 -0.0010354321466277882 0.00075054643150609533 -0.0031370174046708226 0.00080031854081959012
leaf_weight=0.0010065600815011497 0.0012382287720705812 0.001029777264681897 0.0010418592036746249 0.0015723829187993957 0.0014794393759233748 0.0014830442416907119 0.0016474786847087905 0.0010546005909024651 0.0013236280615303506 0.0010113408071141805 0.0011415008010071635 0.0011027785459916117
leaf_count=158 175 41 202 296 190 289 785 111 183 41 617 33
internal_value=0 0.000115649 0.000877092 0.00201793 -0.000230554 -0.000581527 -4.93793e-05 0.000836611 0.000635162 -0.000584081 -0.00195817 -0.000201101
internal_weight=0 0.0148944 0.00465536 0.00261424 0.010239 0.00770499 0.00555693 0.00253404 0.00407389 0.00204112 0.00214806 0.00242641
internal_count=3121 2946 580 498 2366 2065 1290 301 1001 82 775 216
is_linear=0
shrinkage=0.0061288


Tree=1913
num_leaves=12
num_cat=0
split_feature=133 3 48 50 48 474 13 0 52 15 3
split_gain=6.22397e-05 0.000117203 0.000134419 0.000169578 0.000168623 0.000116763 9.30189e-05 0.000125034 0.000116992 0.000179245 0.0001586
threshold=0.10622000000000002 0.16158000000000003 0.11951500000000001 0.083090000000000011 0.093265000000000015 0.084660000000000027 -0.099939999999999987 -0.019414999999999998 0.070205000000000017 -0.053579999999999996 0.086245000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 8 9 10 -8
right_child=-2 -3 -4 -5 -6 -7 7 -9 -10 -11 -12
leaf_value=0.001641853988183883 -0.0016615335241611296 0.0021406910580165574 -0.0024367063399251361 -0.0021758009306739566 0.0027409753301335881 0.0022594915852067964 0.0010143366994960963 0.0012606096574020033 0.00091325334013418746 -0.0031985264853412383 -0.0024464896718415135
leaf_weight=0.0012000069212294608 0.0010490841857781095 0.0012900996042825028 0.0011019900712963002 0.0014064170031151133 0.0013602479445506766 0.0010972599131267727 0.0016688891726264789 0.0016218572424696355 0.0013022156841933918 0.001811760502871726 0.0010816491179159726
leaf_count=100 435 149 77 442 160 208 376 191 568 376 39
internal_value=0 0.00011241 -7.92561e-05 0.000127742 0.000418461 9.5555e-05 -0.000177793 -0.000469468 -0.000947928 -0.00147916 -0.000346633
internal_weight=0 0.0149424 0.0136523 0.0125503 0.0111439 0.00978364 0.00868638 0.00748637 0.00586451 0.0045623 0.00275054
internal_count=3121 2686 2537 2460 2018 1858 1650 1550 1359 791 415
is_linear=0
shrinkage=0.00704007


Tree=1914
num_leaves=20
num_cat=0
split_feature=1213 14 160 376 376 4 1374 484 1 151 12 0 13 3 2 12 16 16 3
split_gain=0.000581192 0.000479394 0.000405932 0.00023838 0.000388519 0.000270885 0.000233085 0.000250073 0.000297381 0.000217274 0.000319078 0.000232841 0.000276654 0.000312445 0.000361798 0.000222403 0.000190571 0.000215416 0.000110242
threshold=-1.0000000180025095e-35 0.076175000000000007 -0.26568499999999995 0.11430500000000002 0.048375000000000008 -0.49013999999999996 -0.094929999999999987 -0.0068949999999999992 0.13534000000000004 -0.090369999999999992 -0.042789999999999988 -0.23091999999999999 -0.094514999999999988 -0.082094999999999987 0.092365000000000017 0.092355000000000007 -0.0073349999999999986 -0.25582999999999995 -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 -9 -11 -12 15 16 18 -13 17 -14 -15
right_child=1 -3 3 -5 -6 6 7 8 -10 10 11 12 13 14 -16 -17 -18 -19 -20
leaf_value=-0.0011377754363173704 -0.00094064381073071478 -0.0010091911633577147 -0.00072612731776385323 -0.0006571692052074581 0.0010446336393394955 -0.00059985870041133005 -0.00046347116662946518 -0.00038175449242328156 0.001080534115055381 -0.00052804248154380868 0.0010743623023318034 0.0011470376799581001 0.00074851710135875817 -0.00024494413265214977 -0.0008986415918984886 0.00021450752565675387 0.00087081420489091925 -0.00022216910993804985 0.00045410368285516155
leaf_weight=0.001232164320133163 0.001018711249846079 0.0011614549897993589 0.001010069806226528 0.0010042115017689359 0.001354126502033203 0.0010580562848865318 0.001427048247522932 0.0015860819066937379 0.0011685438622723579 0.0012653709155569454 0.0011414516402368175 0.0015915878307577397 0.0010502514314664991 0.0010955421370296668 0.0013967705685897502 0.0013023619262915176 0.0017131429404569909 0.0016403254018925173 0.0014926502597134858
leaf_count=491 217 87 140 27 131 52 432 115 141 125 33 77 57 211 210 31 175 340 29
internal_value=0 4.01524e-05 9.24233e-05 0.000139621 0.000177198 0.000118289 0.000163347 0.000208532 0.00026685 0.000204605 0.000272542 0.00035408 0.00028121 0.000127291 -0.000212229 0.000727372 0.000434526 0.000156733 0.000158207
internal_weight=0 0.0244778 0.0233163 0.0222976 0.0212934 0.0199393 0.0189292 0.0178711 0.0164441 0.0152755 0.0136895 0.0124241 0.0112826 0.00838868 0.00398496 0.00289395 0.00440372 0.00269058 0.00258819
internal_count=3121 2630 2543 2326 2299 2168 2028 1976 1544 1403 1288 1163 1130 1022 450 108 572 397 240
is_linear=0
shrinkage=0.00167351


Tree=1915
num_leaves=19
num_cat=0
split_feature=14 1213 160 3 124 484 50 48 40 4 150 0 1 0 1 2 13 15
split_gain=0.000644584 0.000524461 0.00053082 0.000262542 0.000321287 0.000302719 0.000353711 0.00042006 0.000470306 0.000351762 0.000464798 0.000368477 0.000339216 0.0003259 0.000321009 0.000217099 0.000200763 0.000241341
threshold=0.076175000000000007 -1.0000000180025095e-35 -0.40698999999999991 0.30112000000000005 -0.043384999999999993 -0.0068949999999999992 0.10030500000000002 0.11951500000000001 -0.063404999999999989 0.0061450000000000003 0.086845000000000019 -0.11991499999999998 0.07863500000000001 -0.17169499999999996 0.12958500000000003 0.097220000000000015 -0.092879999999999976 -0.10091499999999999
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 -7 10 11 -10 15 -11 16 -13 -15 -18
right_child=-2 2 3 -5 5 6 -8 -9 9 13 -12 12 -14 14 -16 -17 17 -19
leaf_value=-0.00091438213255362025 -0.0010385198957922773 -0.00089998526717748051 0.00070550546795094659 0.00084814042369073727 -0.00058632832512163209 -0.00069096729532678604 0.00089453275887141435 -0.0007602059832059339 0.00080421137265313208 0.00090317081339276494 -0.00093582364616290109 -0.00018667054567302144 -0.00060614941834255618 0.00052272698954601224 0.00086089080386760085 0.00050845434358075313 0.00017937654482615056 -0.00064603777216447897
leaf_weight=0.0011095217474306465 0.0011718637411590729 0.0010552554719582821 0.0016677935785718639 0.0010100586888737153 0.0014048636647657131 0.0013622526905989188 0.0010801785437341551 0.0012083859072617989 0.0012515099977150534 0.0019757354119711579 0.0010054566606445547 0.0017321889838407068 0.0016028375480741652 0.0012291335445189233 0.0012524747691649574 0.0019467830971324207 0.0017399065061638463 0.0012360809449793696
leaf_count=477 101 202 224 130 446 83 80 51 39 61 121 416 294 32 43 104 76 141
internal_value=0 4.54726e-05 9.02933e-05 0.000136317 0.000103177 5.30191e-05 0.00010125 5.24041e-05 0.00011252 0.000185626 -3.17703e-05 0.000107361 -5.77562e-05 0.000406105 0.00022616 0.000181165 3.71083e-05 -0.000163461
internal_weight=0 0.0248704 0.0237609 0.0227056 0.0216956 0.0200278 0.0186229 0.0175427 0.0163344 0.0149721 0.00753878 0.00653332 0.00528181 0.00743333 0.0054576 0.00367897 0.00420512 0.00297599
internal_count=3121 3020 2543 2341 2211 1987 1541 1461 1410 1327 974 853 814 353 292 520 249 217
is_linear=0
shrinkage=0.00142833


Tree=1916
num_leaves=19
num_cat=0
split_feature=14 1213 44 474 1374 160 4 151 42 49 47 2 12 1 12 160 13 3
split_gain=0.000579052 0.000504248 0.000346539 0.000289092 0.000228453 0.000237152 0.000309862 0.00028605 0.000356995 0.000321562 0.000404743 0.000373929 0.000242454 0.000238697 0.000221052 0.000221052 0.000149946 0.000124679
threshold=0.076175000000000007 -1.0000000180025095e-35 1.0000000180025095e-35 0.082665000000000002 -0.094929999999999987 -1.0000000180025095e-35 -0.49013999999999996 -0.090369999999999992 -0.0060199999999999993 0.094245000000000009 0.092530000000000015 0.10803500000000001 1.0000000180025095e-35 0.10124500000000002 0.086700000000000013 0.085130000000000011 -0.094514999999999988 -0.088084999999999983
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 12 -7 -8 17 10 11 14 -6 -13 15 -10 -16 -9
right_child=-2 2 -4 -5 5 6 7 8 9 -11 -12 13 -14 -15 16 -17 -18 -19
leaf_value=-0.00092737156529857441 -0.0010530229612777486 -0.0006154643749328411 -0.00076762597946217616 0.00072829512020493824 0.00011782856611633782 -0.00041341572338659491 -0.00038666934979875796 0.00017261002207273065 0.00071001145202973057 0.0012322363771661337 -0.00034531443768322776 -0.00055372774438558589 -0.00070399363064879304 0.0003995245364055979 0.0012940474276313058 -0.00016803496186233935 0.00064611750996040895 -0.00052168919556425
leaf_weight=0.0011392630201028228 0.0011251238982061809 0.0010020366776046776 0.0010054673417485551 0.0016219436841941595 0.0017347456468675962 0.0017066718783662555 0.0013824587926176682 0.0010455696572581052 0.001651936394609043 0.0010187099672233349 0.0015360692172503585 0.0010225449748446636 0.0014598492895674213 0.0013405652794779011 0.0015011523560923808 0.0010266644999800123 0.0016619954050607925 0.0012587736215815019
leaf_count=477 101 27 60 357 117 111 92 157 144 92 81 47 478 137 32 91 215 305
internal_value=0 3.76327e-05 8.54799e-05 0.00012452 7.63968e-05 0.000112229 0.000185394 0.000256136 0.00032416 0.000437842 0.000354764 0.000485829 -0.000257723 -1.29587e-05 0.0006876 0.00037347 0.000953609 -0.000206659
internal_weight=0 0.0241164 0.0229772 0.0219717 0.0203497 0.0193477 0.0161531 0.0144464 0.013064 0.0107596 0.00974093 0.00820486 0.00319459 0.00236311 0.00584175 0.0026786 0.00316315 0.00230434
internal_count=3121 3020 2543 2483 2126 2099 1504 1393 1301 839 747 666 595 184 482 235 247 462
is_linear=0
shrinkage=0.00148603


Tree=1917
num_leaves=13
num_cat=0
split_feature=41 2 3 160 151 457 16 42 0 1 16 2
split_gain=6.75713e-05 8.98711e-05 6.67405e-05 7.41434e-05 0.000110232 0.000184835 0.000150405 0.000160543 0.00017888 0.000112423 0.000103162 7.43046e-05
threshold=0.078475000000000017 -1.0000000180025095e-35 -0.15447499999999995 -0.10151499999999998 -0.0083949999999999979 0.045365000000000009 0.22339500000000004 -1.0000000180025095e-35 -0.11756999999999999 0.11181500000000001 0.41553500000000004 0.09142500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 7 -6 9 -9 -8 -10
right_child=-2 2 3 4 6 -7 10 8 11 -11 -12 -13
leaf_value=0.0018960258062813715 -0.001563262515157509 0.0014276370399960495 -0.0016588613466160351 -0.0029623588271030471 -0.0013165791652328695 0.00045615104325010604 -0.0023055366934383028 0.0012043039842663198 0.0012291634007724559 -0.0012992129932109784 0.00031470299478002884 0.0031740077630544364
leaf_weight=0.0010150302509087912 0.001019774393132499 0.0011311279272606658 0.0011671359988770962 0.0011869146892015707 0.0012142061596930546 0.0012897802690881033 0.00124463082515292 0.0015105032041509174 0.0015019971207082755 0.0013079732999854154 0.0011116803653364038 0.0015703689558290955
leaf_count=177 148 139 377 234 607 178 170 106 507 67 131 280
internal_value=0 9.88473e-05 -2.92891e-05 -0.000155038 -8.01569e-06 -0.00118211 0.000299327 0.00075323 0.00117985 4.24943e-05 -0.00106934 0.00222323
internal_weight=0 0.0152513 0.0142363 0.0131052 0.0119381 0.00247669 0.00946136 0.00710505 0.00589084 0.00281848 0.00235631 0.00307237
internal_count=3121 2973 2796 2657 2280 412 1868 1567 960 173 301 787
is_linear=0
shrinkage=0.00625138


Tree=1918
num_leaves=13
num_cat=0
split_feature=4 12 151 15 48 12 52 15 3 2 3 15
split_gain=7.34534e-05 0.000132499 0.000108701 0.000121601 0.000120787 0.000132269 0.000135129 0.000158663 0.000246416 0.000126865 8.40099e-05 0.000136151
threshold=0.24564500000000003 0.10645 -0.086769999999999986 -0.095869999999999983 0.091545000000000015 0.097825000000000009 0.096795000000000006 -0.016799999999999995 -0.078934999999999991 0.085235000000000019 -0.10519499999999998 -0.15026499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 -5 -9 -10 -2 -12
right_child=10 -3 3 4 -6 -7 -8 8 9 -11 11 -13
leaf_value=0.0017764595931762225 0.0019811632089576084 -0.0021798665369115052 -0.0018655617842676896 -0.0029803624148889742 0.001303007097871373 0.0015586602646121695 0.0010015042802368709 -0.0022000980913948576 0.0022648121144465787 -0.00052080782462975562 0.0015097821428376624 -0.0013186319910893948
leaf_weight=0.0010128546091561783 0.0011937632786603314 0.001043176103591629 0.0012901704651593635 0.0011222609917318667 0.0019535582710920041 0.0010766466133510649 0.0013322825245557224 0.0016482754965629984 0.0010055318169732656 0.001191471095543184 0.0011298459736490615 0.0011408337954816874
leaf_count=219 93 243 206 343 163 164 336 805 94 122 206 127
internal_value=0 -0.000208104 -3.12887e-05 -0.000203695 2.61108e-05 -0.000312058 -0.000631766 -0.00106981 -0.000512201 0.000754124 0.000740818 8.87317e-05
internal_weight=0 0.0126762 0.0116331 0.0106202 0.00933003 0.00737647 0.00629982 0.00496754 0.00384528 0.002197 0.00346444 0.00227068
internal_count=3121 2695 2452 2233 2027 1864 1700 1364 1021 216 426 333
is_linear=0
shrinkage=0.00577531


Tree=1919
num_leaves=12
num_cat=0
split_feature=11 43 48 12 12 52 457 13 3 3 1
split_gain=7.80309e-05 8.6073e-05 0.000208275 0.000148083 0.000113063 8.60635e-05 0.00014877 8.71826e-05 0.000164439 0.000174581 0.000113918
threshold=0.081790000000000015 -0.052894999999999991 0.087310000000000013 0.051320000000000005 0.10097500000000002 -0.088204999999999992 0.045365000000000009 -0.095304999999999987 -1.0000000180025095e-35 0.090900000000000009 0.08844500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -3 7 10 -9 -10 -7
right_child=-2 5 -4 4 -6 6 -8 8 9 -11 -12
leaf_value=0.0016477662349902262 -0.0016005826813311782 -0.001737838203918349 0.0033356549171108629 -0.0019124536294404472 0.00086339887328980151 -0.00062811059507937497 0.0020271013193311482 -0.0033365068832219881 0.0019194608399013093 -0.0014609836397487725 0.0022677500401422981
leaf_weight=0.0017394729402867527 0.0012438555257264774 0.0014677081838683007 0.0011209685854350476 0.0016581732128455075 0.0010576874517714517 0.0014460733946048965 0.0013365864443585923 0.0010051275589189734 0.001061276868858263 0.0018347308683352992 0.0010192286125153549
leaf_count=200 175 217 229 818 140 101 105 862 49 101 124
internal_value=0 0.000129667 0.000779627 0.000136527 -0.000831402 -0.000265544 1.49825e-05 -0.000407447 -0.00102459 -0.000222179 0.000569124
internal_weight=0 0.014747 0.0055763 0.00445533 0.00271586 0.00917073 0.00770302 0.00636644 0.00390114 0.00289601 0.0024653
internal_count=3121 2946 1387 1158 958 1559 1342 1237 1012 150 225
is_linear=0
shrinkage=0.00663402


Tree=1920
num_leaves=18
num_cat=0
split_feature=1213 14 11 160 157 13 52 3 1 43 1 4 0 2 47 47 0
split_gain=0.000559029 0.000422462 0.000241356 0.000246796 0.000250856 0.000276341 0.00057996 0.000412158 0.000284445 0.000297414 0.000203504 0.000374866 0.000246671 0.000245412 0.000204204 0.000111753 0.000100533
threshold=-1.0000000180025095e-35 0.076175000000000007 0.088215000000000002 -0.22361499999999998 -0.077384999999999995 -0.084034999999999985 0.10744000000000002 0.11296500000000002 0.08844500000000001 0.08845500000000002 0.094465000000000007 -0.0029599999999999995 0.12113000000000002 0.090310000000000015 0.11518500000000002 0.087885000000000019 -0.077809999999999976
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 8 7 10 9 -6 11 12 16 14 -12 -10 -7
right_child=1 -3 -4 4 5 6 -8 -9 15 -11 13 -13 -14 -15 -16 -17 -18
leaf_value=-0.001052676666675982 -0.00048063905468444246 -0.00090859729673260943 -0.00057122421866973581 0.00074156854615834561 -0.000354495625628672 5.0422654878485539e-05 0.00098958594790506029 -0.00081419584999479458 0.0010120188971957454 0.00059303860765162666 -0.00032564837107528757 -0.0008085721468279153 -0.00049911475939358723 0.00079935362962986511 0.00051370575276115694 0.00037783414054018855 0.00071488569233153537
leaf_weight=0.0011305548274446178 0.0014453025643290573 0.0010312334669264614 0.0012180456488852789 0.0016097023228607557 0.0016762767258571088 0.0010123360069604591 0.0011829937754375677 0.0016958646626079607 0.0015684219847718062 0.0013939789816115322 0.001722859227812408 0.0016029042270343102 0.0010758470808647225 0.0012810213403233739 0.0010855048501436926 0.0010765844496003624 0.0010826058115980669
leaf_count=491 287 87 101 296 231 364 131 70 159 41 142 264 35 162 33 53 174
internal_value=0 3.93299e-05 8.43148e-05 0.000123242 0.000169017 0.000116223 -1.6826e-05 -0.000129582 0.00038957 7.57105e-05 1.41283e-06 -0.000211168 9.08332e-05 0.000249566 -1.21644e-06 0.00075389 0.000393798
internal_weight=0 0.0227615 0.0217302 0.0205122 0.0190669 0.0174572 0.0117419 0.0105589 0.00571526 0.00307026 0.00886308 0.00477369 0.00317079 0.00408939 0.00280836 0.00264501 0.00209494
internal_count=3121 2630 2543 2442 2155 1859 1375 1244 484 272 1174 837 573 337 175 212 538
is_linear=0
shrinkage=0.00151575


Tree=1921
num_leaves=21
num_cat=0
split_feature=1213 14 160 13 13 1 403 12 4 4 48 133 16 47 43 3 52 43 52 16
split_gain=0.000498253 0.00043614 0.000383615 0.000240123 0.000359534 0.000249799 0.000472408 0.000415558 0.000398398 0.000323011 0.000394923 0.0002865 0.000272021 0.000261253 0.000261114 0.000216518 0.000296747 0.000175888 0.000170522 8.14329e-06
threshold=-1.0000000180025095e-35 0.076175000000000007 -0.26568499999999995 -0.53104499999999988 -0.39067499999999994 1.0000000180025095e-35 0.03138500000000001 -0.069644999999999985 -0.012509999999999999 -0.0092149999999999992 0.11951500000000001 0.084415000000000018 -0.096824999999999981 0.096300000000000011 -0.074974999999999986 -0.074084999999999998 -0.066844999999999988 -0.084004999999999982 -0.0064899999999999992 -0.27167499999999994
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 8 7 -7 11 18 12 17 13 19 -14 -16 -17 -6 -9 -11
right_child=1 -3 3 4 5 6 -8 9 -10 10 -12 -13 14 -15 15 16 -18 -19 -20 -21
leaf_value=-0.00097821310942741756 -0.00080049800971900432 -0.00090733571617095815 -0.00058629287839845844 0.00083779161384716033 0.00073076833040219369 0.00095929751341778584 0.0011723851811940567 -0.00082710223358322191 -0.00088292301780158668 0.0010346837662348518 -0.00065255484339483483 -0.00053565370385301057 -0.00058096833094972678 9.0756839919582693e-05 0.00080696676646780686 -0.00041845882323203481 0.00046534015043875099 -5.8118984737866657e-05 -1.5093564641599499e-05 0.00084565063749203787
leaf_weight=0.0011081164639136906 0.0010375539614986334 0.0010260989058263883 0.0010035220002655399 0.0015875993751333041 0.0013013087657838263 0.0012073378934556083 0.0010273490415819717 0.0012505879718456821 0.0013241993820459928 0.0010050642391808418 0.0011651282738434085 0.0011811121645461248 0.0011041588536837574 0.0013272603784058035 0.0010754681322122659 0.0016140769412036357 0.0017469619569212592 0.0011992992396843843 0.0010511112383434495 0.0010079172172652315
leaf_count=491 217 87 33 106 74 226 37 253 491 104 40 290 59 36 42 40 57 237 183 18
internal_value=0 4.07658e-05 8.2668e-05 0.000123983 0.000157642 0.000102517 0.000200839 0.000127205 -0.000183898 4.58449e-05 0.00016089 6.7519e-05 0.00026761 0.000602569 6.56767e-05 0.000226614 4.0912e-05 0.000352416 -0.000456284 0.000940033
internal_weight=0 0.0242431 0.023217 0.0221795 0.0211759 0.0195883 0.0145824 0.0135551 0.00500592 0.0123477 0.010046 0.00368172 0.00888091 0.00334024 0.00554067 0.00443651 0.00336104 0.00250061 0.0023017 0.00201298
internal_count=3121 2630 2543 2326 2293 2187 1095 1058 1092 832 396 601 356 158 198 139 97 311 436 122
is_linear=0
shrinkage=0.00148603


Tree=1922
num_leaves=20
num_cat=0
split_feature=14 1213 45 124 402 4 157 160 160 151 12 2 457 3 3 42 13 0 1
split_gain=0.000551779 0.00053385 0.000279103 0.000338476 0.000295635 0.000326312 0.000448999 0.000356143 0.000451355 0.000423629 0.000341651 0.000312731 0.000208113 0.000215548 0.000225054 0.000191614 0.000190375 0.000152161 0.000143622
threshold=0.076175000000000007 -1.0000000180025095e-35 0.081955000000000014 -0.043384999999999993 0.073745000000000019 -0.27825499999999997 -0.077664999999999998 -1.0000000180025095e-35 -0.19826999999999997 -0.090369999999999992 -0.029094999999999999 0.10855000000000002 0.097135000000000013 0.10542000000000001 -0.074084999999999998 -1.0000000180025095e-35 -0.084319999999999992 -0.062294999999999996 0.091535000000000019
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 11 -7 8 -8 -9 -11 -5 13 14 15 -12 -17 -18 -16
right_child=-2 2 -4 4 -6 6 7 9 -10 10 12 -13 -14 -15 18 16 17 -19 -20
leaf_value=-0.0010561297666300846 -0.001120756046287827 0.00083369696801390155 -0.0007428580673665803 -0.00096776351934391668 0.00087873362186096868 0.0010005971833371434 0.00025409201897293068 -0.0008600121938018931 -0.0011931187964606723 -0.00066865376559400828 -0.00011639354425766947 0.00015167690378074686 -0.00029885044402168642 0.00090658984155041753 0.00032865488177651595 0.00014251300068972484 0.00058087082481074969 0.0014160735045115563 -0.00049849017336456249
leaf_weight=0.0011259000675353644 0.0011425613186357699 0.0017443764883138041 0.0010071172483137039 0.0015814803370791898 0.0011734810580132987 0.0014192096442335591 0.0010427792174908801 0.0010302231880556798 0.001307477656761335 0.0010134283354236396 0.0010770427439517087 0.0011678575872240415 0.0012412161675241498 0.0019108318055449658 0.0010055425149780575 0.0012126084966770896 0.0013641649154628151 0.0010309390786109596 0.0012900562909603508
leaf_count=477 101 238 59 140 219 260 191 70 278 100 284 56 41 72 114 121 192 50 58
internal_value=0 4.65263e-05 0.000101411 0.000140752 7.99141e-05 2.9772e-05 0.000119779 3.37242e-05 -0.00055101 0.000146591 0.000239633 -0.00049225 0.000330478 0.000418333 0.000284676 0.000490899 0.000672199 0.000940372 -0.000136175
internal_weight=0 0.0237457 0.0226198 0.0216127 0.0198683 0.0186949 0.0159455 0.0145263 0.00235026 0.0121761 0.0111458 0.00274934 0.0101324 0.00889119 0.00698035 0.00468476 0.00360771 0.0023951 0.0022956
internal_count=3121 3020 2543 2484 2246 2027 1831 1571 469 1102 1032 196 932 891 819 647 363 242 172
is_linear=0
shrinkage=0.0016407


Tree=1923
num_leaves=14
num_cat=0
split_feature=4 12 15 47 3 43 16 16 1 4 3 15 15
split_gain=6.98568e-05 0.000109124 0.000111605 0.00011604 0.000180666 0.000152703 0.000142892 9.19285e-05 0.00010318 8.3732e-05 7.53765e-05 0.000118639 3.47176e-05
threshold=0.24564500000000003 0.10645 -0.10203999999999998 0.085270000000000026 0.10732000000000001 -0.17390999999999998 0.064860000000000015 -0.013324999999999998 0.089105000000000018 0.053925000000000008 -0.10519499999999998 -0.15026499999999995 0.083195000000000005
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 12 -5 -2 -12 -7
right_child=10 -3 3 9 -6 6 -8 -9 -10 -11 11 -13 -14
leaf_value=-0.0019242315745969447 0.0020439136699530258 -0.0021528612328506852 0.001301918109570036 0.0027380454341382585 0.0015290808455373968 -0.0011633708012714779 -0.0031011310438283611 0.00087950007573165149 -0.002772329881806999 0.00020312850340906753 0.001543386850312652 -0.0013013880888621228 0.00047325093547818259
leaf_weight=0.0011191829490715391 0.0012040592343263434 0.0010477319749365869 0.0012617608005733878 0.0010361057528737996 0.0019044948876132395 0.0010136804150085634 0.0011201951626334441 0.0011940688449008207 0.0010341548765670783 0.0010014142549268357 0.0011387045585411898 0.0011530137599876636 0.0010124367701973627
leaf_count=216 93 243 99 133 90 264 331 428 204 50 206 127 637
internal_value=0 -0.000220074 -4.6956e-05 0.000151659 -0.000168137 -0.000655207 -0.00111467 -0.000591627 -0.00116564 0.00149217 0.000777491 0.000112118 -0.000345562
internal_weight=0 0.0127452 0.0116975 0.0105783 0.00854079 0.0066363 0.00537454 0.00425434 0.00306027 0.00203752 0.00349578 0.00229172 0.00202612
internal_count=3121 2695 2452 2236 2053 1963 1864 1533 1105 183 426 333 901
is_linear=0
shrinkage=0.00625138


Tree=1924
num_leaves=12
num_cat=0
split_feature=11 3 3 15 13 52 16 3 1 47 15
split_gain=7.51564e-05 7.75132e-05 9.80604e-05 0.000106526 9.52992e-05 0.000251391 0.000139849 0.000112469 0.000140235 0.000191242 4.80721e-05
threshold=0.081790000000000015 -0.12018999999999998 -0.078934999999999991 0.040760000000000005 -0.00096999999999999983 -0.013374999999999998 -0.088159999999999988 0.12178000000000001 0.094465000000000007 0.093140000000000014 -0.092334999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4 -7 8 10 -10 -6
right_child=-2 2 4 -5 7 6 -8 -9 9 -11 -12
leaf_value=0.0012311833206602721 -0.0014145406957267795 -0.0026446671538635242 0.002790261668980977 -7.7591547555627016e-05 -7.8455838693668111e-05 0.0009138091126350711 -0.0017484603539687283 -0.0017912661869610253 0.0025026198292453831 -0.00084927423019869161 -0.0019162669808246329
leaf_weight=0.0019498649980019241 0.0012588248590805753 0.0010024576718999827 0.0015772567568174654 0.001396862633931642 0.0010127116773585021 0.0017289486538052852 0.0012115637617955907 0.0014006503362224976 0.0014711711702483851 0.0010554219946641297 0.0010431691764526858
leaf_count=180 175 658 311 734 67 291 323 59 123 44 156
internal_value=0 0.00011459 -5.41833e-05 -0.00115014 0.000196229 0.000854961 -0.000183112 -0.000301171 0.000154283 0.00110245 -0.00101097
internal_weight=0 0.0148501 0.0129002 0.00239932 0.0105009 0.00451777 0.00294051 0.00598312 0.00458247 0.00252659 0.00205588
internal_count=3121 2946 2766 1392 1374 925 614 449 390 167 223
is_linear=0
shrinkage=0.00600863


Tree=1925
num_leaves=13
num_cat=0
split_feature=484 4 16 0 0 16 133 13 133 0 49 3
split_gain=7.22413e-05 9.49535e-05 7.58032e-05 8.13674e-05 0.000214013 0.000103103 9.34478e-05 0.000105621 0.000213487 0.00015223 9.32841e-05 6.49031e-05
threshold=-0.0068949999999999992 0.27287000000000006 -0.36241499999999999 -0.10607499999999999 -0.084269999999999984 -0.014754999999999999 -0.032969999999999992 -0.0034749999999999994 0.083950000000000011 -0.019414999999999998 -0.043469999999999995 0.11296500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 10 -6 8 -8 -9 -4 -3
right_child=1 11 3 4 6 -7 7 9 -10 -11 -12 -13
leaf_value=-0.0014204460217610946 -0.0013890269351077976 0.0020785352877427258 0.0012389354995005716 -0.0024563931464424539 0.0016546524573333909 0.0021248614521537932 -0.0008717148297690395 -0.0024235885839283548 0.0021371014354188674 0.00026376959319430424 -0.00083190004090839039 0.00014502739860935062
leaf_weight=0.0010374580802910488 0.0012438311144784562 0.0011436666027208548 0.0012472410886528174 0.0011746623551482692 0.0010265809698843395 0.0011277756374737944 0.0015296923938258747 0.0012087345251860435 0.0013842080564757595 0.0014039769635560938 0.001449043335620348 0.0010051167000142414
leaf_count=503 112 222 60 619 254 102 280 257 358 138 104 112
internal_value=0 9.43593e-05 -8.69637e-05 5.32336e-05 -0.000274489 0.000715512 0.000116618 -0.000169075 0.000557582 -0.000979499 0.000126022 0.00117412
internal_weight=0 0.0149445 0.0127957 0.0115519 0.00772786 0.00382406 0.00655319 0.00552661 0.0029139 0.00261271 0.00269628 0.00214878
internal_count=3121 2618 2284 2172 1906 266 1287 1033 638 395 164 334
is_linear=0
shrinkage=0.00555105


Tree=1926
num_leaves=13
num_cat=0
split_feature=41 474 160 133 4 0 42 43 52 2 2 12
split_gain=7.99112e-05 6.88287e-05 0.000151257 0.000254355 0.000139179 0.000119943 0.000109061 0.000235228 0.000149081 7.65076e-05 0.000234048 3.05808e-05
threshold=0.078475000000000017 0.084660000000000027 -1.0000000180025095e-35 -1.0000000180025095e-35 0.24564500000000003 -0.072269999999999987 -1.0000000180025095e-35 -0.074359999999999996 -0.085984999999999992 0.089885000000000007 0.10613000000000002 0.090840000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 6 -1 -5 11 -9 -10 -11 -8
right_child=-2 -3 3 4 -6 -7 7 8 9 10 -12 -13
leaf_value=-0.0030414907566505599 -0.0019282982172000604 0.0017302587514692218 -0.002749300193020911 -0.0014895611439047936 0.0025216393295495691 0.0001797296977674379 0.0035708336505314606 -0.002468241442425188 -0.0011172454357949049 0.0035278386301511406 -0.00057875120814606306 0.0018359801830415156
leaf_weight=0.0013255010938906485 0.001002555689680106 0.0012158789307414606 0.0011970326110058065 0.0013906847420182868 0.0016973018473099262 0.0010090399339606213 0.0010028685697761356 0.0010781730165219201 0.0010704028138654922 0.0011587526460735686 0.0016926261872163284 0.001011528477153481
leaf_count=557 148 334 661 250 216 150 206 153 161 97 80 108
internal_value=0 0.00012529 -1.78424e-05 0.000319211 0.000682801 -0.00164921 0.000311468 0.000668545 -0.000149764 0.00048763 0.0010901 0.00269968
internal_weight=0 0.0148498 0.0136339 0.0112994 0.0101023 0.00233454 0.00840504 0.00701435 0.00499995 0.00392178 0.00285138 0.0020144
internal_count=3121 2973 2639 1932 1271 707 1055 805 491 338 177 314
is_linear=0
shrinkage=0.00704007


Tree=1927
num_leaves=11
num_cat=0
split_feature=11 1 0 3 13 12 0 52 16 133
split_gain=6.88862e-05 7.22256e-05 0.000181796 0.000160885 0.000111896 0.00014486 0.000153979 0.000113926 0.000272261 0.000104571
threshold=0.081790000000000015 0.077565000000000009 -0.059114999999999994 -0.10519499999999998 -0.094514999999999988 -0.010834999999999999 -0.088099999999999984 -0.066844999999999988 -0.18708499999999997 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 -6 7 -7 -9 -4
right_child=-2 3 9 4 5 6 -8 8 -10 -11
leaf_value=-0.0021028562279597441 -0.0014253243626884068 0.0026374885915313711 0.0014961219793101597 0.0017509507167105069 0.0016164452738401578 -0.0012468233158514914 -0.002221390508417066 -0.0015326744541336802 0.0025258914164666729 -0.00098496098564578049
leaf_weight=0.0017670485850294678 0.0012274443715197805 0.0011279010006034285 0.0016042465533070453 0.0014009807832927055 0.0014257093016531728 0.0016983252331308485 0.0016576448934360584 0.0011111793457807551 0.001542760092366092 0.0011325261656359303
leaf_count=1456 175 128 92 183 253 74 499 76 107 78
internal_value=0 0.000117169 -0.000539807 0.000414114 0.000130323 -0.000175028 -0.000600012 1.75212e-05 0.000826608 0.000469405
internal_weight=0 0.0144683 0.00450382 0.0099645 0.0088366 0.00743562 0.00600991 0.00435226 0.00265394 0.00273677
internal_count=3121 2946 1626 1320 1192 1009 756 257 183 170
is_linear=0
shrinkage=0.00625138


Tree=1928
num_leaves=19
num_cat=0
split_feature=14 1213 124 123 4 484 453 12 13 132 0 150 12 160 12 13 15 0
split_gain=0.000531158 0.000378494 0.000273101 0.000332878 0.000368843 0.000348068 0.000298664 0.000391739 0.000289295 0.000279753 0.000238504 0.00042393 0.000241971 0.000355101 0.000269233 0.000213112 0.000247115 0.00011671
threshold=0.076175000000000007 -1.0000000180025095e-35 0.11040000000000001 1.0000000180025095e-35 -0.49405499999999997 -0.0068949999999999992 1.0000000180025095e-35 -1.0000000180025095e-35 -0.28558999999999996 0.079970000000000013 -0.23091999999999999 0.088040000000000021 0.092355000000000007 -1.0000000180025095e-35 0.10345000000000001 -0.076384999999999995 -0.03241999999999999 -0.074229999999999977
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 -10 12 13 -12 -14 -15 -17 -16
right_child=-2 2 -4 -5 5 6 -8 8 9 -11 11 -13 14 15 17 16 -18 -19
leaf_value=-0.00080391399504501249 -0.00094206606831119652 -0.00073433997421338843 0.00078122573782445233 0.0006283406942201085 -0.00068924877216121588 -0.00053615863894471128 -0.00061359239747089966 0.00089139650660059971 0.00060876163985206931 0.00079943207677994057 -0.00040818051313513607 -0.00073279077706576913 -0.00070862755697949842 0.00084159074937952471 -0.00020020960239163922 0.00056322931116962668 -0.00032256129512249097 0.00046790568598793509
leaf_weight=0.0010044505153508484 0.0011420392640599788 0.0012953572257740865 0.0010240264814662661 0.0017313615463699144 0.001197915998713067 0.0015053732133183473 0.0010971195642506251 0.0011409696218969085 0.0015069216076497556 0.0011993424032097364 0.0011111774878436766 0.0013063597681484138 0.0011986276663781201 0.0018402595606171728 0.0010478274578018393 0.0015881838175451617 0.0010105259259388863 0.0010039000379402779
leaf_count=477 101 138 30 243 428 149 60 59 57 136 193 151 293 132 81 79 223 91
internal_value=0 3.65376e-05 7.52527e-05 4.04648e-05 -1.29647e-05 3.96663e-05 9.24054e-05 0.000142508 0.000215723 0.000155556 8.90642e-05 1.15779e-05 0.000122073 0.000299765 -0.000181345 0.00047698 0.000218784 0.000126696
internal_weight=0 0.0228097 0.0218052 0.0207812 0.0190499 0.0177545 0.0165566 0.0154595 0.0139541 0.0128131 0.0116138 0.0101069 0.0088005 0.00555015 0.00325036 0.00443897 0.00259871 0.00205173
internal_count=3121 3020 2543 2513 2270 2132 1704 1644 1495 1436 1300 1243 1092 627 465 434 302 172
is_linear=0
shrinkage=0.00140032


Tree=1929
num_leaves=12
num_cat=0
split_feature=1 14 3 2 43 2 12 52 150 13 0
split_gain=6.85353e-05 0.000120078 9.53843e-05 0.00013946 0.000126283 0.000151837 0.000141082 0.000130886 0.00012268 0.000125601 9.46506e-05
threshold=0.14000500000000002 -1.0000000180025095e-35 0.090900000000000009 0.11362000000000001 -0.074359999999999996 0.090050000000000005 0.088365000000000013 -0.0027449999999999996 0.081835000000000019 -0.47860499999999995 -0.084044999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 10 7 -6 9 -4 -3
right_child=-2 2 8 -5 6 -7 -8 -9 -10 -11 -12
leaf_value=-0.0019361389944164472 0.0015748556857369622 -0.00042443369205236793 0.0019752912462226309 0.0020072634010174515 -0.0025602655941032032 -0.0015219555886780538 -0.0035795097724611456 0.00038360675188035614 0.0026290192532881429 -0.00092586190277173729 0.0021334384077918048
leaf_weight=0.0014516355304440296 0.0011234283943025994 0.0010398640212747334 0.001040860032325952 0.0010174853391418529 0.0010541969008899393 0.0014516553647213153 0.0010193061342249005 0.0017988530141139752 0.0012681714886844109 0.0017797050296701764 0.0016420542027238494
leaf_count=122 124 382 31 258 166 352 702 441 83 138 322
internal_value=0 -0.000125722 7.47073e-05 -0.000306172 -0.00060019 0.000206241 -0.00146102 -0.000704149 0.000915268 0.000144737 0.00114167
internal_weight=0 0.0145638 0.0131122 0.00902341 0.00800593 0.00413357 0.00387236 0.00285305 0.00408874 0.00282057 0.00268192
internal_count=3121 2997 2875 2623 2365 1056 1309 607 252 169 704
is_linear=0
shrinkage=0.00663402


Tree=1930
num_leaves=12
num_cat=0
split_feature=4 12 39 3 13 151 43 2 0 48 1
split_gain=6.69791e-05 8.91326e-05 9.30105e-05 0.000163027 0.00010243 7.46921e-05 0.000169789 0.000113958 0.000111775 7.92497e-05 7.44255e-05
threshold=0.24564500000000003 0.10645 0.097050000000000011 0.14121000000000003 -0.095539999999999986 -0.024429999999999997 -0.074359999999999996 0.090050000000000005 -0.084144999999999984 0.078735000000000013 0.111945
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 -7 9 -8 -2
right_child=10 -3 -4 -5 5 6 8 -9 -10 -11 -12
leaf_value=-0.0020131798468335294 -0.00016334289100763231 -0.0021143694688615716 -0.001943080928737923 0.0025636821890966696 0.00139761412601913 0.0021058534795481091 0.00069440479939901945 -0.00059271209927583485 -0.0029162189086434803 -0.0017635575712830281 0.0018085039600693421
leaf_weight=0.0011444876853099932 0.0016821699994593589 0.0010154481352448253 0.0010478835172875742 0.0010844450722937724 0.0015856603230338107 0.0016660541976840056 0.0013291828232446469 0.0011740020254866097 0.0011247456627068199 0.0010205490499647085 0.0016875150106953167
leaf_count=150 150 243 59 83 365 426 362 250 678 79 276
internal_value=0 -0.000232528 -6.15601e-05 0.000133088 -0.000158337 0.000110371 -0.000212872 0.00099034 -0.00119638 -0.000373152 0.000824144
internal_weight=0 0.0121925 0.011177 0.0101291 0.00904468 0.00790019 0.00631453 0.00284006 0.00347448 0.00234973 0.00336969
internal_count=3121 2695 2452 2393 2310 2160 1795 676 1119 441 426
is_linear=0
shrinkage=0.00663402


Tree=1931
num_leaves=19
num_cat=0
split_feature=1213 14 453 16 484 160 50 474 43 42 133 4 2 15 43 4 3 1
split_gain=0.000532178 0.000403651 0.000207062 0.000335349 0.000250591 0.000205524 0.000313855 0.000280388 0.000229197 0.000362533 0.000281002 0.000277816 0.000266341 0.000314997 0.000246127 0.000146909 0.000114304 7.75433e-05
threshold=-1.0000000180025095e-35 0.062655000000000016 1.0000000180025095e-35 -0.5048999999999999 -1.0000000180025095e-35 -0.098904999999999979 0.098785000000000026 0.084660000000000027 -0.074359999999999996 -0.11466499999999999 0.085895000000000013 0.033845000000000007 0.090545000000000014 -0.012384999999999998 0.08845500000000002 0.19806500000000002 -0.076234999999999983 0.10708500000000001
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 8 9 -7 16 12 -10 -14 -15 -13 -11 -2
right_child=1 -3 -4 4 5 6 -8 -9 11 10 -12 15 13 14 -16 -17 -18 -19
leaf_value=-0.0011060185682922681 0.0010522526819978636 -0.00094800535841261743 -0.00057445300151414108 -0.00060257124708503818 -0.00048734342715339095 -0.00054994526727334216 0.0010217863613960322 0.00084324579209170815 -0.00056432130974862704 0.00055739805061329575 -6.8945742777083219e-05 -0.00093933277268687734 0.00099280722848018232 -0.00060870645228536301 0.00044860615241468482 -0.0001489562976355397 0.001252692736372539 0.00043396863783180079
leaf_weight=0.0011084379609101044 0.0010152369180913513 0.0010249490805482866 0.0011569069794069011 0.0013910466738094448 0.0013629648528408539 0.0010487226450610621 0.0010299027340009989 0.0011964344706145722 0.0012460686171987447 0.0015680252922845028 0.0013903418351874017 0.0013915585760127542 0.001144748520592917 0.0010599146262216252 0.0012315444615891291 0.0010812495141407086 0.0010031239041270699 0.0010865288248771421
leaf_count=491 74 90 79 462 311 46 86 198 324 127 210 81 84 157 41 94 72 94
internal_value=0 3.69967e-05 8.64752e-05 0.000126202 5.18646e-05 0.000109648 0.000166186 0.000100238 2.71641e-05 0.00029101 0.000513635 -0.000157589 7.27495e-05 0.00030377 -4.04539e-05 -0.000593736 0.000828665 0.000732625
internal_weight=0 0.0214293 0.0204043 0.0192474 0.0171456 0.0157546 0.0143916 0.0133617 0.0121653 0.00501021 0.00396149 0.00715508 0.00468228 0.00343621 0.00229146 0.00247281 0.00257115 0.00210177
internal_count=3121 2630 2540 2461 2293 1831 1520 1434 1236 455 409 781 606 282 198 175 199 168
is_linear=0
shrinkage=0.00160853


Tree=1932
num_leaves=12
num_cat=0
split_feature=41 0 1 47 4 3 0 12 2 3 52
split_gain=6.4218e-05 7.31998e-05 0.000161917 0.00014211 0.000131567 0.000114452 0.000166756 0.000134406 0.000101242 0.000122766 6.86479e-05
threshold=0.078065000000000009 -0.062294999999999996 0.083135000000000014 0.087235000000000021 0.24564500000000003 0.076840000000000006 0.12113000000000002 0.092355000000000007 0.089775000000000008 0.088060000000000013 -0.07167999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 -5 6 7 -3 -4 -10 -11
right_child=-2 5 3 4 -6 -7 -8 -9 9 10 -12
leaf_value=-0.0017459520750591063 -0.0014348749150928273 0.0037977099290203583 -0.00038449451577052886 -0.0025106810478279979 0.00039147431862232676 -0.00061074381529802112 -0.00050885217425021946 0.00080106863664835691 0.003049999985545808 -0.00053330237386353522 0.0015174640355029552
leaf_weight=0.0019622990451975113 0.0010560868800674203 0.0010947860198376137 0.0019091985136546336 0.0011393571799855479 0.0011167560220007866 0.0016299760672322527 0.0011556775094951829 0.0010671013399976559 0.0010527798589661519 0.0010804227520573306 0.001296466193301038
leaf_count=1447 154 138 450 159 52 123 123 171 141 44 119
internal_value=0 9.97961e-05 -0.000207319 0.000190214 -0.00107414 0.000693058 0.00133364 0.00231858 0.000724508 0.00134186 0.000585281
internal_weight=0 0.0145048 0.00955728 0.00759498 0.00225611 0.00494754 0.00331756 0.00216189 0.00533887 0.00342967 0.00237689
internal_count=3121 2967 2412 965 211 555 432 309 754 304 163
is_linear=0
shrinkage=0.00600863


Tree=1933
num_leaves=17
num_cat=0
split_feature=14 52 124 157 453 16 52 160 43 50 15 133 160 4 1 12
split_gain=0.00046082 0.000282106 0.000292726 0.000323153 0.000305109 0.000341753 0.000299866 0.000339295 0.000322373 0.000277509 0.000272602 0.000154649 0.000204925 0.000237767 0.000276756 9.89544e-05
threshold=0.076175000000000007 -0.40306999999999998 0.11040000000000001 -0.073574999999999988 1.0000000180025095e-35 -0.5048999999999999 -0.081429999999999989 -1.0000000180025095e-35 0.097930000000000017 0.09586500000000002 -0.069954999999999989 0.089755000000000015 0.10070500000000002 -0.083854999999999985 0.094385000000000011 0.087005000000000013
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 15 10 -8 9 11 -7 12 13 -9 -15 -5
right_child=-2 2 -4 4 -6 6 7 8 -10 -11 -12 -13 -14 14 -16 -17
leaf_value=-0.0005781500221830226 -0.00092225013051354843 0.00057423991967140678 0.00079391259293232501 0.0008074080772077104 -0.00073545435677603631 0.00077712623150810202 -0.00068354912143991551 0.0005245261007659972 -0.00078067393336089634 0.00072851990509835809 -9.1396168348772033e-05 -0.00054749580837556392 -0.00054881170955043454 -0.00053785200621816098 0.00026903290646424101 0.00021168365674909911
leaf_weight=0.0013947588824729717 0.0010405908464701233 0.0019545485662867393 0.0010471300551112553 0.0011971170635498652 0.0011132263846537751 0.001443507916768505 0.0019895733592820005 0.0019869585195095825 0.0010465688051918267 0.0010190008777010151 0.0013919622956868006 0.0010545138996794212 0.0010053734803819186 0.0014876927522625592 0.0018956685110521482 0.0010064319430473923
leaf_count=314 101 310 26 123 63 160 550 206 154 115 140 264 58 353 128 56
internal_value=0 3.13645e-05 7.25543e-05 3.40002e-05 -2.58676e-05 2.19364e-05 -5.70583e-05 -0.000157739 -4.75705e-05 4.3236e-05 0.000350759 -5.07459e-05 3.14146e-05 0.000140038 -8.57613e-05 0.000535322
internal_weight=0 0.022034 0.0206393 0.0195921 0.0176376 0.0165244 0.0143208 0.0114854 0.00949578 0.00844921 0.00283547 0.00743021 0.00637569 0.00537032 0.00338336 0.00220355
internal_count=3121 3020 2706 2680 2370 2307 2128 1828 1278 1124 300 1009 745 687 481 179
is_linear=0
shrinkage=0.00140032


Tree=1934
num_leaves=13
num_cat=0
split_feature=484 4 42 43 52 4 160 1 1 48 0 3
split_gain=7.11599e-05 8.05006e-05 7.48069e-05 0.000136704 0.000121801 0.000111159 0.000115151 8.99546e-05 7.24711e-05 9.29243e-05 0.000101818 5.78875e-05
threshold=-0.0068949999999999992 0.27287000000000006 0.091735000000000025 0.12450000000000001 -0.24456499999999998 0.055260000000000011 0.092865000000000017 0.10089500000000001 0.090475000000000014 0.083985000000000018 -0.077999999999999986 0.10732000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 8 9 10 -6 -3
right_child=1 11 -4 -5 5 -7 -8 -9 -10 -11 -12 -13
leaf_value=-0.0015363031341192328 -0.0020908195901119405 0.0021582749929217274 -0.0012540503618399797 0.0019902754306253918 -0.0010431454238284566 -0.0014096736714217842 -0.0014706740810468051 0.0023049062654874708 -0.0010555507742054586 0.0022703044811394051 0.0012261868582810244 0.00016045873697139183
leaf_weight=0.0010224259674675032 0.0010290933965343531 0.0010834684409098379 0.0016925603983753293 0.0012296973276298149 0.0013124376856546065 0.0014611774774381941 0.0010051276611917209 0.0010713289126375591 0.0010053067777136548 0.001062632313674497 0.0015649364019496423 0.0010133951891257986
leaf_count=503 236 214 460 150 717 129 70 154 125 108 135 120
internal_value=0 0.000103692 -7.99616e-05 0.000105038 -0.000138682 9.81383e-05 0.000411903 0.000726402 0.000384442 0.000751862 0.000191091 0.00119275
internal_weight=0 0.0145312 0.0124343 0.0107417 0.00951204 0.00848295 0.00702177 0.00601664 0.00494531 0.00394001 0.00287737 0.00209686
internal_count=3121 2618 2284 1824 1674 1438 1309 1239 1085 960 852 334
is_linear=0
shrinkage=0.00600863


Tree=1935
num_leaves=12
num_cat=0
split_feature=41 484 160 133 52 4 2 4 4 3 43
split_gain=6.41145e-05 6.44448e-05 0.000107841 0.000210117 0.000136803 0.000197521 0.000124891 0.000143848 0.000228609 0.00015011 1.48768e-06
threshold=0.078065000000000009 0.085515000000000022 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10744000000000002 -0.35136499999999998 0.11215000000000001 0.0052350000000000009 -0.043364999999999994 0.090900000000000009 -0.010739999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 7 8 -7 10 -9
right_child=-2 -3 3 4 -6 6 -8 9 -10 -11 -12
leaf_value=-0.0014976493424020329 -0.0016119593188172199 0.0014220643697089416 -0.002611684265805248 -0.0023779485393647655 0.0025832110645771546 0.0018850129920283639 -0.00099422202793109072 0.0010329967707454258 -0.0023428483235209056 0.0037859669011418989 0.0006645841966407696
leaf_weight=0.0019739416581066012 0.0010576541627690386 0.0015404568386053205 0.0010795600040064456 0.0011561825372463684 0.0012943192807883539 0.0012024677747563038 0.0016720925026357386 0.001003411884005722 0.0011415347177337384 0.001320875638545882 0.0010040791874791691
leaf_count=630 154 330 663 137 138 331 233 121 277 53 54
internal_value=0 0.000114216 -4.25875e-05 0.000221535 0.000533801 0.000221755 0.000631006 0.00111009 -0.000173965 0.00201438 0.000848729
internal_weight=0 0.0143889 0.0128485 0.0108745 0.00979496 0.00850064 0.00734446 0.00567237 0.002344 0.00332837 0.00200749
internal_count=3121 2967 2637 2007 1344 1206 1069 836 608 228 175
is_linear=0
shrinkage=0.0067667


Tree=1936
num_leaves=12
num_cat=0
split_feature=133 3 48 51 0 0 0 43 12 2 3
split_gain=6.25219e-05 0.000101172 0.000122095 0.000173684 0.000166324 7.99725e-05 0.000117315 0.000140245 8.97563e-05 7.06265e-05 5.02033e-05
threshold=0.10622000000000002 0.16158000000000003 0.11951500000000001 0.087505000000000013 -0.17169499999999996 -0.060129999999999996 -0.10607499999999999 -0.0037449999999999996 0.051320000000000005 0.085045000000000023 -0.10115999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 9 -8 -7 -6 -10
right_child=-2 -3 -4 -5 5 8 7 -9 10 -11 -12
leaf_value=0.0019470892042473492 -0.0013705184055680486 0.0016370990058195347 -0.0018780568290714722 -0.001599995925121681 0.0016491235383818558 0.0017130115195458425 -0.0024379694885842298 0.00018091988211002297 0.00072812410243992896 -0.00042731284645360947 -0.00096715950452537145
leaf_weight=0.0017982980344455916 0.0010013543084162494 0.0012422115971650891 0.0010791009934738591 0.0016426011654928222 0.0010002835084179686 0.0015501527342723876 0.0014247324073540417 0.0012142391637010811 0.0012087879977076277 0.0011055673712973557 0.0010434051197825145
leaf_count=118 435 149 77 313 50 183 1058 354 118 172 94
internal_value=0 9.29554e-05 -5.38364e-05 0.00011037 0.000381933 5.26293e-05 -0.000437657 -0.00123297 0.000664442 0.000558999 -5.72737e-05
internal_weight=0 0.0143094 0.0130672 0.0119881 0.0103455 0.00854717 0.00474482 0.00263897 0.00380235 0.00210585 0.00225219
internal_count=3121 2686 2537 2460 2147 2029 1634 1412 395 222 212
is_linear=0
shrinkage=0.00566207


Tree=1937
num_leaves=20
num_cat=0
split_feature=1213 14 453 4 15 0 49 133 160 160 43 42 3 2 16 15 43 151 2
split_gain=0.000495425 0.000323449 0.000262258 0.000282436 0.000373616 0.000325503 0.000333717 0.000258052 0.000259505 0.000224451 0.000217382 0.000273224 0.000462264 0.000261058 0.000220854 0.000172267 0.000113487 8.90037e-05 2.828e-05
threshold=-1.0000000180025095e-35 0.062655000000000016 1.0000000180025095e-35 0.24564500000000003 -0.10203999999999998 -0.10096999999999999 -0.006494999999999999 -0.085499999999999979 -0.082179999999999989 -1.0000000180025095e-35 -0.074359999999999996 -0.095859999999999987 -0.078344999999999984 0.098260000000000014 0.22339500000000004 0.040760000000000005 -0.00045499999999999995 -0.0064299999999999991 0.10882500000000002
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 17 -7 -9 -5 11 -10 15 -12 -15 -13 -11 -6 -18
right_child=1 -3 -4 9 5 7 -8 8 10 16 13 12 -14 14 -16 -17 18 -19 -20
leaf_value=-0.0010037990950469719 -0.000772327476069051 -0.0007626577544515386 -0.00058030773894119899 -0.0001133073860820973 0.00035197811693038705 0.00063989708685306213 0.00091122904083276517 -0.00084265364399439672 -0.00046204847510981624 0.00029074568029516116 -0.00086114689045873314 -0.00035039233247540332 0.0012328931080712922 0.00039663924836200583 -0.00050814240513520344 0.00046848187879444539 0.0010454473302929214 -0.00018760749769843214 0.0006945536291285432
leaf_weight=0.0010544738333113359 0.0011948516088985074 0.001060915909643744 0.0012585893682058305 0.001139475938490786 0.0013921778850025657 0.0010533951152475437 0.0018368559148775844 0.0010216530709744936 0.0011114648371020608 0.0011954127245236354 0.0012655839470111429 0.001248081179077723 0.0010002440025815859 0.0012735102058025471 0.0011194523122698696 0.0010400729448445389 0.0010026328266293924 0.0013105263940947909 0.0010264618080693122
leaf_count=491 187 90 79 119 70 218 74 353 75 123 388 260 110 86 120 83 63 48 84
internal_value=0 3.83304e-05 7.78727e-05 0.000118817 2.67399e-05 9.18095e-05 0.000422496 -5.63308e-05 -0.000137101 0.000453618 -4.76509e-05 0.00017491 0.000390199 -0.000315308 -2.66269e-05 2.18243e-05 0.000653958 9.0336e-05 0.00086794
internal_weight=0 0.0225514 0.0214904 0.0202319 0.0158679 0.014673 0.00453956 0.0101335 0.00908006 0.00436398 0.00805841 0.00439986 0.0032884 0.00365855 0.00239296 0.00228815 0.00322451 0.0027027 0.00202909
internal_count=3121 2630 2540 2461 2072 1885 192 1693 1475 389 1122 528 453 594 206 343 270 118 147
is_linear=0
shrinkage=0.00148603


Tree=1938
num_leaves=19
num_cat=0
split_feature=14 1213 52 157 453 160 133 0 50 133 4 12 52 151 47 0 15 15
split_gain=0.000473456 0.000386262 0.000209411 0.000311887 0.00033423 0.000340694 0.000329207 0.000282397 0.000245188 0.000295679 0.000238787 0.000223977 0.000524875 0.000229582 0.000300493 0.000321394 0.000216075 5.70022e-05
threshold=0.076175000000000007 -1.0000000180025095e-35 -0.40306999999999998 -0.073574999999999988 1.0000000180025095e-35 -1.0000000180025095e-35 0.10622000000000002 -0.060129999999999996 0.10030500000000002 0.083950000000000011 0.24564500000000003 0.095330000000000012 0.091275000000000009 -0.00016499999999999997 0.092165000000000011 -0.13843999999999998 -0.11713499999999999 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 -1 -3 -4 5 7 8 -5 9 10 11 12 13 -7 15 -15 -12 -11
right_child=-2 2 3 4 -6 6 -8 -9 -10 17 16 -13 -14 14 -16 -17 -18 -19
leaf_value=-0.00096855162751200395 -0.001089108004756199 -0.0005485583165610586 0.00079691570787006458 -0.00082741373419133136 -0.00081429452896674575 0.00040770150868025087 -0.00064295225982062716 0.00025121192100198219 0.0010669196517755805 0.00053309443906549285 0.00011126359787902809 -0.00064187235586585798 0.0011229096107543851 -7.5004357619462759e-05 0.00036955040199427956 -0.0012879358556625693 0.0010523205990956154 0.001089307325096679
leaf_weight=0.0010174495044750617 0.0010912546158354788 0.0013635562717314023 0.0017857347919331404 0.0017424913898033342 0.001137367165397917 0.0015386617305155354 0.0011288526355802695 0.0011146435442783145 0.0010689592111858279 0.001036256774351472 0.001505411906906895 0.0013971425066336973 0.0011451901223682448 0.0012043379428305885 0.0010770422020396353 0.0012435637481068894 0.0012513270912862806 0.0010278559286263089
leaf_count=477 101 299 296 488 64 97 249 98 69 149 115 114 61 35 32 256 83 38
internal_value=0 3.92934e-05 8.63998e-05 0.000128831 6.47558e-05 0.000121947 0.000225209 -0.000406613 0.000297827 0.000231669 0.000116459 -3.64803e-05 9.97488e-05 -0.00013165 -0.000367081 -0.000691188 0.000538424 0.000810069
internal_weight=0 0.0227858 0.0217684 0.0204048 0.0186191 0.0174817 0.0146246 0.00285713 0.0134957 0.0124268 0.0103627 0.00760594 0.0062088 0.00506361 0.00352494 0.0024479 0.00275674 0.00206411
internal_count=3121 3020 2543 2244 1948 1884 1298 586 1049 980 793 595 481 420 323 291 198 187
is_linear=0
shrinkage=0.00167351


Tree=1939
num_leaves=18
num_cat=0
split_feature=14 1213 160 52 157 159 133 15 43 42 43 1 49 16 3 16 16
split_gain=0.000493287 0.000404374 0.000242171 0.000212913 0.000371127 0.000294577 0.000209252 0.000291836 0.000351193 0.000309796 0.000210334 0.000212961 0.000226476 0.000242825 0.000215551 0.000151936 0.00015784
threshold=0.076175000000000007 -1.0000000180025095e-35 -0.24438999999999997 -0.40306999999999998 -0.077384999999999995 0.10497500000000001 0.10622000000000002 -0.095869999999999983 0.093175000000000022 -0.088934999999999986 -0.15582499999999996 0.10089500000000001 -0.069799999999999987 -0.083134999999999987 0.12178000000000001 -0.096824999999999981 -0.44310499999999992
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 6 7 15 9 -9 -11 12 -12 -14 -13 16 -6
right_child=-2 2 3 4 5 -7 -8 8 -10 10 11 14 13 -15 -16 -17 -18
leaf_value=-0.00080953150858652028 -0.00090431532476315305 -0.00056858807080966409 -0.00041728867552611555 0.00077984359363429971 -0.00020777471954896398 -0.00063090949524648068 -0.00042349997794972866 -0.00043910794855926867 0.00090435928942867415 0.00080581536448980258 -0.0003904763782263714 0.00093407818314090942 0.00071755176320293583 -0.0001285851012473824 9.4600865826236373e-05 -0.00040027373547475156 0.0003948407786581038
leaf_weight=0.0010186152775584897 0.0011016402015131535 0.0010484832674469069 0.0013621400405645105 0.0015898353746554841 0.0016803596297433748 0.0010141149785154171 0.0011933418788795244 0.0012355680675598668 0.0015632221493118168 0.0012959721650300767 0.0016015832145044031 0.0012102921334362915 0.0012014945197791832 0.0013660120187609431 0.0011008214692624918 0.0019201441206721159 0.0015984861117769728
leaf_count=477 101 229 299 231 110 176 294 98 113 48 80 124 166 239 58 160 118
internal_value=0 3.60917e-05 7.52769e-05 0.000107526 0.000144053 8.78388e-05 0.000130798 0.000172732 0.000303664 0.000199464 0.000300928 0.000199955 1.46567e-05 0.000267374 0.000534221 -9.35897e-05 8.60093e-05
internal_weight=0 0.0230005 0.0219819 0.0209334 0.0195712 0.0179814 0.0169673 0.015774 0.010575 0.00901174 0.00777618 0.0064802 0.00416909 0.00256751 0.00231111 0.00519899 0.00327885
internal_count=3121 3020 2543 2314 2015 1784 1608 1314 926 813 715 667 485 405 182 388 228
is_linear=0
shrinkage=0.00137286


Tree=1940
num_leaves=12
num_cat=0
split_feature=49 151 4 42 42 47 15 15 151 151 16
split_gain=6.52732e-05 0.000143242 0.000127519 0.000150499 0.000137265 0.000135066 0.000182746 0.000166724 0.000123046 0.000132238 0.000115429
threshold=-0.043469999999999995 -0.063609999999999986 0.40945500000000007 0.091545000000000015 0.08623500000000002 0.11402500000000002 -0.037864999999999989 1.0000000180025095e-35 -0.073794999999999986 0.077805000000000013 0.064860000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 3 4 5 6 -3 10 -1 -10 -8
right_child=1 2 -4 -5 -6 -7 7 -9 9 -11 -12
leaf_value=0.0025975671185024022 -0.0023776986878497022 -0.0027706185105143151 0.0018995312496424015 -0.002540852351876829 0.0022108579040414308 0.0018156742290284735 0.0027602410864147478 -0.0019170585455113806 -0.0012238071560844916 0.0018394370971837823 -0.00013604104538190249
leaf_weight=0.0011625630723029537 0.0012973148040697638 0.0015024524882829684 0.0014091668468461946 0.0011811971554844952 0.0011488261390552312 0.0011249243095088346 0.0010277942024035638 0.0013764479979710108 0.0016601672661790126 0.0010555467513003458 0.0016282070423816464
leaf_count=196 284 422 238 505 344 57 92 599 147 82 155
internal_value=0 -0.000257579 6.91402e-06 -0.000289755 5.07629e-05 -0.000321855 -0.000756291 -5.77183e-06 0.000755419 -3.3182e-05 0.000984735
internal_weight=0 0.0116963 0.010399 0.00898985 0.00780865 0.00665983 0.0055349 0.00403245 0.00387828 0.00271571 0.002656
internal_count=3121 2696 2412 2174 1669 1325 1268 846 425 229 247
is_linear=0
shrinkage=0.0067667


Tree=1941
num_leaves=12
num_cat=0
split_feature=484 156 42 43 52 43 150 52 15 2 2
split_gain=6.43075e-05 6.89566e-05 8.81079e-05 0.000174637 9.92911e-05 0.000174651 0.00016866 0.000234613 7.9331e-05 0.000105033 7.71906e-05
threshold=-0.0068949999999999992 0.091255000000000017 -0.11466499999999999 -0.15582499999999996 -0.046924999999999988 -0.0037449999999999996 0.086135000000000017 -0.10925999999999998 -0.10203999999999998 0.09167500000000002 0.11067500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 6 -6 7 -5 -7 -10 -11
right_child=1 -3 3 4 5 8 -8 -9 9 10 -12
leaf_value=-0.0018921748975768531 -0.0019102267491133567 -0.0018112715571168042 0.0026729872293775416 -8.5832449624591737e-06 -0.0026135201244005318 -0.0012365106135669753 -0.0011073841396313901 0.0048779170568517254 0.0024399274685859141 -0.0018039982297186436 0.0012236097042111489
leaf_weight=0.0010194991908946951 0.0010274121287530977 0.0010288809280442181 0.001832794959654163 0.0012363916402676478 0.0017353492371737222 0.0015283010730977042 0.0013437755840852716 0.0011418636469759554 0.0015043240473192696 0.0010031999686051507 0.0010322932568350707
leaf_count=503 143 250 156 260 845 179 105 151 308 137 84
internal_value=0 0.00012784 0.000276888 0.000458715 7.31454e-05 -0.000485243 0.00109382 0.00233756 0.00024349 0.000882473 -0.000268557
internal_weight=0 0.0144146 0.0133857 0.0123583 0.0105255 0.00680347 0.00372203 0.00237826 0.00506812 0.00353982 0.00203549
internal_count=3121 2618 2368 2225 2069 1553 516 411 708 529 221
is_linear=0
shrinkage=0.00777281


Tree=1942
num_leaves=18
num_cat=0
split_feature=14 128 453 148 124 12 159 50 43 2 16 0 2 0 4 3 4
split_gain=0.000560844 0.000320896 0.000282029 0.000330371 0.000228245 0.000321098 0.000273325 0.000297042 0.000181997 0.000353679 0.000317801 0.000315774 0.000283258 0.000248052 0.00022228 0.000161335 0.000241954
threshold=0.076175000000000007 0.086435000000000012 1.0000000180025095e-35 -1.0000000180025095e-35 0.0049200000000000008 0.10866500000000003 -0.032739999999999991 0.10114000000000002 -0.074359999999999996 0.089885000000000007 0.22339500000000004 -0.10151999999999999 0.11215000000000001 -0.15202999999999997 0.0061450000000000003 -0.075944999999999985 -0.083644999999999983
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 15 11 12 -10 14 -14 -11 16 -8
right_child=-2 -3 -4 4 -6 -7 7 -9 9 10 -12 -13 13 -15 -16 -17 -18
leaf_value=0.00085273678515455139 -0.00095899356519675637 -0.00069720178417680655 -0.00055507296443335012 -0.0004445845774668026 0.00068757101666720667 -0.00064792281397090283 0.00047256771589370328 0.00086475449213557971 -7.4562193968622301e-05 0.00018007602317236164 -0.00051972503174861325 -0.0010009422899281727 -0.00056009769017957057 0.0003834595002264004 0.00091274988313149027 0.00063451329279775595 -0.00027417886319217348
leaf_weight=0.0010776542966019756 0.0011164431078616302 0.0010672657551456929 0.0012649713961399014 0.001663126588191218 0.0010710879980573287 0.0012098174494134866 0.001734078317370269 0.0010000866646150694 0.0019083449492012195 0.0014930697421953049 0.0010708134676470221 0.0010894062309192093 0.0010511948183364872 0.0010492885304827226 0.0016350842225135581 0.0017714788261845487 0.0015476521869149107
leaf_count=131 101 201 79 348 56 189 113 179 81 157 149 535 36 110 86 166 404
internal_value=0 3.768e-05 7.39285e-05 0.000112985 7.16679e-05 3.5468e-05 8.4063e-05 0.000141339 9.09234e-05 -2.3058e-05 0.000161657 -0.000411216 0.000301202 -8.87473e-05 0.000563044 0.000300633 0.000120405
internal_weight=0 0.0227044 0.0216372 0.0203722 0.0192945 0.0182234 0.0170136 0.0153505 0.0143504 0.0092972 0.00629945 0.00299775 0.00522864 0.00210048 0.00312815 0.00505321 0.00328173
internal_count=3121 3020 2819 2740 2609 2553 2364 2016 1837 1154 538 616 389 146 243 683 517
is_linear=0
shrinkage=0.00137286


Tree=1943
num_leaves=12
num_cat=0
split_feature=1 4 4 4 15 13 457 12 0 12 2
split_gain=6.86742e-05 0.000135046 0.00016005 0.000106288 0.000105408 0.000100873 0.000106728 0.000189601 0.000119166 0.000159378 8.34608e-05
threshold=0.08844500000000001 -0.15764999999999998 -0.49405499999999997 -0.059649999999999988 -0.0063699999999999989 -0.094514999999999988 0.045365000000000009 -0.010834999999999999 -0.053834999999999994 0.10097500000000002 0.113445
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 -2 7 -7 9 10 -9
right_child=5 3 -4 4 -6 6 -8 8 -10 -11 -12
leaf_value=-0.0011401669379940075 0.0016883138232762732 -0.003098333909961763 0.0021197698977800947 -0.0020843759544877903 0.0005719288614906673 0.0019117678372315547 0.0015210266767830109 -0.0020653733225192233 -0.0028332932140717379 0.0016002406130286404 0.00021836397610022914
leaf_weight=0.0011483030510519819 0.0018043708434601347 0.0010085834219087661 0.0013119234667493549 0.0011160653629175262 0.0013326572799756079 0.0012031599880711723 0.001530493823864075 0.0017655306558813089 0.0010359822593800083 0.0011454465379356904 0.0010303548715064892
leaf_count=75 208 781 60 816 162 192 141 348 193 93 52
internal_value=0 -0.000543694 0.000598205 -0.00135627 -0.000638747 0.000331117 1.35321e-05 -0.000359774 -0.000908871 -0.000403036 -0.00122376
internal_weight=0 0.00591753 0.00246023 0.00345731 0.00244872 0.00951534 0.00771097 0.00618047 0.00497731 0.00394133 0.00279589
internal_count=3121 1894 135 1759 978 1227 1019 878 686 493 400
is_linear=0
shrinkage=0.00637641


Tree=1944
num_leaves=18
num_cat=0
split_feature=14 43 40 133 4 13 48 2 52 0 150 159 15 0 43 42 49
split_gain=0.000520123 0.000200579 0.000282269 0.000290981 0.000213569 0.000228202 0.000234492 0.000241828 0.000284535 0.000235126 0.000380069 0.000253045 0.00015823 0.000214959 0.0003816 0.000256964 5.22424e-05
threshold=0.076175000000000007 0.24789500000000006 -0.074429999999999982 -0.085499999999999979 -0.49013999999999996 -0.23438999999999996 0.12879500000000002 0.12358500000000001 0.12603000000000003 -0.23091999999999999 0.08882000000000001 0.091530000000000014 -0.11713499999999999 -0.10096999999999999 -0.074359999999999996 0.083995000000000014 -0.00064499999999999985
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 8 9 -7 11 12 -11 16 15 -15 -14
right_child=-2 -3 3 4 5 6 -8 -9 -10 10 -12 -13 13 14 -16 -17 -18
leaf_value=0.00064519893305572354 -0.0010565135258420006 -0.00064624807414737594 0.00071125279138936918 -0.00072206808412786513 0.00053180222223329302 0.00063452891024306927 -0.00068118374995605302 0.00068123402372633033 -0.00079181889445778281 -0.00043405374957469582 -0.00090396791713813658 -0.00068717428111766596 0.00030096675508949116 -0.00020526584792692829 -0.00078783078932714 0.00076159151114526191 0.00073352464121142829
leaf_weight=0.0019527186229324261 0.0011275301665243367 0.0010077422764056257 0.0013902289687492712 0.0010663920234533315 0.0018279289162199614 0.0013483807211116501 0.0013664018409906267 0.0011964138833757418 0.0011976833495538569 0.001023680125814024 0.0011887829353845062 0.0010330453839368578 0.001170269322944506 0.0012955843012997965 0.0011190544496326015 0.0014472052306456484 0.0017075007276836631
leaf_count=228 101 180 300 142 119 52 62 125 285 105 148 158 29 197 588 247 55
internal_value=0 4.12518e-05 7.3731e-05 1.61458e-05 -3.75756e-05 5.56003e-06 -5.81695e-05 3.84339e-06 -6.08304e-05 1.64178e-05 -6.70513e-05 4.60539e-05 0.000143623 0.000231366 -1.17523e-05 0.000304887 0.000557621
internal_weight=0 0.022339 0.0213313 0.0193786 0.0179883 0.0169219 0.015094 0.0137276 0.0125312 0.0113335 0.00998512 0.00879634 0.00776329 0.00673961 0.00386184 0.00274279 0.00287777
internal_count=3121 3020 2840 2612 2312 2170 2051 1989 1864 1579 1527 1379 1221 1116 1032 444 84
is_linear=0
shrinkage=0.00157699


Tree=1945
num_leaves=18
num_cat=0
split_feature=1213 14 52 453 16 159 50 157 3 4 16 13 2 42 1 1 2
split_gain=0.000460489 0.000336543 0.000265901 0.000282779 0.000301286 0.000342565 0.000407004 0.000369451 0.000269204 0.000409369 0.000210627 0.000369365 0.000350361 0.000237062 0.000235946 0.000277306 0.000104462
threshold=-1.0000000180025095e-35 0.062655000000000016 -0.40306999999999998 1.0000000180025095e-35 -0.49446999999999991 -0.032739999999999991 0.099210000000000007 -0.072409999999999988 0.10893000000000001 0.033845000000000007 0.19444000000000003 0.17001000000000002 0.099185000000000009 0.083995000000000014 0.077565000000000009 0.090965000000000004 0.11093500000000002
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 16 -6 7 -7 10 -10 11 12 13 14 -9 -16 -4
right_child=1 -3 3 -5 5 6 -8 8 9 -11 -12 -13 -14 -15 15 -17 -18
leaf_value=-0.00097040421207855775 -0.00055159852522243839 -0.00078090789275477501 0.0009494048652039528 -0.00055218016527649853 -0.00048918057819823655 0.00080776015480470305 0.0010146324961195655 -0.00075863202289633519 9.0068643404050001e-05 -0.0010558765078820815 0.00059310160048841936 -0.00064231853809536309 0.00087609244838313398 0.00053072960651967614 0.00049165323530968471 -0.00040467014850861024 0.00031939528294271471
leaf_weight=0.0010178896142680324 0.0013702793460493605 0.0010342165107199977 0.001203485070020961 0.0012778879871619955 0.0019268600116273361 0.0013911615533482866 0.0011043916592720785 0.0010509106240753248 0.0015823283590727941 0.001137207005468488 0.0017128205303145747 0.0014252023354442978 0.0012323540410307809 0.001399297861775145 0.0014734975113004367 0.0014571111366498551 0.0010425306416359525
leaf_count=491 299 90 113 69 395 198 146 283 59 49 95 80 165 315 81 102 91
internal_value=0 3.11212e-05 6.96672e-05 0.000111363 0.000155667 8.90157e-05 0.000163457 9.56425e-05 1.62029e-05 -0.000389122 0.000129245 3.04063e-05 0.000175385 1.49038e-05 -0.000166382 4.59974e-05 0.000656974
internal_weight=0 0.0228215 0.0217873 0.020417 0.0191392 0.0168931 0.0149663 0.0138619 0.0124707 0.00271954 0.00975119 0.00803837 0.00661317 0.00538082 0.00398152 0.00293061 0.00224602
internal_count=3121 2630 2540 2241 2172 1968 1573 1427 1229 108 1121 1026 946 781 466 183 204
is_linear=0
shrinkage=0.00145689


Tree=1946
num_leaves=12
num_cat=0
split_feature=11 48 43 4 49 1 0 4 2 3 43
split_gain=6.22704e-05 7.36775e-05 0.000140097 0.000115028 0.000132077 8.64255e-05 0.00012089 0.000106458 0.00019523 0.000149241 0.000121146
threshold=0.079915000000000014 0.016865000000000002 -0.043144999999999996 0.033845000000000007 -0.054319999999999993 0.11323000000000001 -0.053834999999999994 -0.083854999999999985 0.11093500000000002 -0.08824499999999999 -0.0037449999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 4 -4 7 -7 9 10 -1 -9
right_child=-2 2 3 -5 -6 6 -8 8 -10 -11 -12
leaf_value=-0.0011688156379292811 -0.0012239158761386708 0.0027388599243925366 -0.00049461271936341526 -0.0015763421876818509 0.0025906509144150271 0.0020014531849029838 -0.00082428543163141671 -0.0018686893019398128 -0.0033145934240928583 0.0016533529616988816 0.00063463901654296187
leaf_weight=0.0013197686743324152 0.00148330232950905 0.0010919324578562706 0.0011497442341770747 0.0010287823655781292 0.0010262358285707133 0.0014402252498156298 0.0010042241517352682 0.0012325964937071263 0.0011763213201549938 0.0016450155887055892 0.0019517532386385313
leaf_count=245 199 276 91 75 130 190 111 936 198 215 455
internal_value=0 0.000122785 0.000805009 0.000146104 0.000960459 -0.000177249 0.000840589 -0.000516894 -0.00113829 0.000397069 -0.000334348
internal_weight=0 0.0140666 0.00429669 0.00320476 0.00217598 0.0097699 0.00244445 0.00732546 0.00436067 0.00296478 0.00318435
internal_count=3121 2922 572 296 221 2350 301 2049 1589 460 1391
is_linear=0
shrinkage=0.00625138


Tree=1947
num_leaves=18
num_cat=0
split_feature=14 147 124 159 12 39 3 133 13 12 3 16 133 0 16 160 42
split_gain=0.000429466 0.00021412 0.000217348 0.000321511 0.000346206 0.000368932 0.000286395 0.000207529 0.000257135 0.00019747 0.00033399 0.000527436 0.000261003 0.000274012 0.000259939 0.000162083 0.00015416
threshold=0.076175000000000007 1.0000000180025095e-35 0.10195500000000002 -0.032739999999999991 0.11650500000000001 0.097050000000000011 0.13524500000000003 0.099660000000000012 0.10820000000000002 0.09334000000000002 -0.10831999999999999 0.042200000000000008 0.083950000000000011 -0.10151999999999999 -0.070454999999999976 0.086870000000000017 0.094010000000000024
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 9 10 -5 12 13 14 15 -12 -11
right_child=-2 -3 -4 4 -6 -7 -8 -9 -10 16 11 -13 -14 -15 -16 -17 -18
leaf_value=-0.00071499552331026671 -0.00094028606330979732 0.00056272105758216578 0.00066636812534438946 0.00076638375470235338 -0.00077848624035624641 -0.00078157372310022632 0.00070431743891713678 -0.00058012622700238329 0.00060405645471980018 -0.00080440914508389527 0.00023647864647650455 -0.00094576986148487948 0.00083894287244864227 -0.00062271973408007189 0.00072713107211079433 -0.00047106808995277954 1.6164632200063282e-05
leaf_weight=0.0014261821205383716 0.0010322943119420716 0.0016067793668979305 0.0010247914847526509 0.0014594973549391065 0.0011296606268829936 0.0010504887979965174 0.001698800583198822 0.0010408018845890774 0.0019706579753010498 0.0010216808890047288 0.0017425474737753355 0.001131709000609403 0.0010318771454499026 0.0011438996074152677 0.0013810549715496077 0.0012124104165054383 0.001000861778812645
leaf_count=401 101 167 41 88 102 96 123 324 93 200 71 205 257 659 49 42 102
internal_value=0 4.03653e-05 -6.42874e-07 -3.58009e-05 1.79656e-05 7.12467e-05 0.00012782 5.85437e-05 0.000109301 2.16655e-05 0.000114985 -9.39671e-06 0.000153339 2.42388e-05 0.000194915 -5.38257e-05 -0.000398346
internal_weight=0 0.0220737 0.0204669 0.0194421 0.0180159 0.0168863 0.0158358 0.014137 0.0130962 0.0111255 0.009103 0.0076435 0.00651179 0.00547991 0.00433601 0.00295496 0.00202254
internal_count=3121 3020 2853 2812 2411 2309 2213 2090 1766 1673 1371 1283 1078 821 162 113 302
is_linear=0
shrinkage=0.00148603


Tree=1948
num_leaves=13
num_cat=0
split_feature=1 0 4 47 51 4 1 4 2 4 1 15
split_gain=6.30041e-05 0.000136805 0.000122069 0.000115001 9.73376e-05 9.44399e-05 9.1473e-05 8.79285e-05 0.000106358 6.82553e-05 3.34333e-05 2.9842e-05
threshold=0.08592000000000001 -0.060129999999999996 -0.084369999999999987 0.087235000000000021 -0.076794999999999988 -0.49405499999999997 0.13146500000000003 -0.0016099999999999997 0.090675000000000019 -0.014149999999999998 0.10984500000000001 -0.093244999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 -2 4 -4 -3 10 -6 -9 -1 -5 -10
right_child=2 5 3 6 7 -7 -8 8 11 -11 -12 -13
leaf_value=-0.0028405484894306813 -0.0015873676167360532 -0.0010349775214707651 -0.00057333954342198533 -0.00036696598628072611 0.0027517259593336338 0.0011969968682530227 0.0011063899824969559 -0.00069105501529047873 0.00098146484641045825 -0.00075505181883697562 -0.0018741494576441134 0.0024260143548383069
leaf_weight=0.0010061604036137256 0.0011623134684219947 0.0011585407918642612 0.001116649257706174 0.0011371015527561618 0.0013594273490658152 0.0018478081747939062 0.0010366712997084901 0.0010653688262105814 0.0011160087848783315 0.0014234201501438469 0.0010759415555634533 0.0010356861391181962
leaf_count=900 225 67 81 125 372 152 36 155 154 667 99 88
internal_value=0 -0.000537175 0.000281087 0.000523932 0.00104902 0.000336873 -0.00039597 0.00144487 0.000892641 -0.00161872 -0.00109973 0.00167678
internal_weight=0 0.00543593 0.0101052 0.00894285 0.00569314 0.00300635 0.00324971 0.00457649 0.00321706 0.00242958 0.00221304 0.00215169
internal_count=3121 1786 1335 1110 850 219 260 769 397 1567 224 242
is_linear=0
shrinkage=0.0061288


Tree=1949
num_leaves=20
num_cat=0
split_feature=14 52 157 453 16 124 160 50 15 133 133 47 42 15 52 15 0 4 2
split_gain=0.000605148 0.000286484 0.000378888 0.000383614 0.000343753 0.000327543 0.00027075 0.000324443 0.000303379 0.000300572 0.000260295 0.000202837 0.000306943 0.000218557 0.000209987 0.000201284 0.000128907 9.75147e-05 8.81856e-05
threshold=0.076175000000000007 -0.40306999999999998 -0.073574999999999988 1.0000000180025095e-35 -0.5048999999999999 0.10195500000000002 -1.0000000180025095e-35 0.10030500000000002 -0.037864999999999989 -1.0000000180025095e-35 0.099660000000000012 0.092165000000000011 0.083995000000000014 0.024640000000000006 -0.081934999999999994 -0.092489999999999989 -0.11756999999999999 0.40473500000000007 0.098035000000000011
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 16 4 17 6 8 9 -6 -8 11 12 13 14 -11 -16 -3 -4 -17
right_child=-2 2 3 -5 5 -7 7 -9 -10 10 -12 -13 -14 -15 15 18 -18 -19 -20
leaf_value=-0.00066535196470500306 -0.0012013486843809814 0.0011693593567566672 0.00037329615461901129 -0.00090877775243575199 -0.0010675277245481177 0.00091263187714100513 -0.00089896677733391302 0.00083842721168650024 9.2612306126301554e-05 0.0006331602784765501 -0.0006730116514519004 0.00074566902945255521 0.00067124424750136043 -0.00070645682951459704 -0.00075490334358168049 -0.00020726485969667442 0.00035458906266198876 0.0010644392913271899 0.00045328506368715683
leaf_weight=0.0013819168643067403 0.0010760184312965651 0.0010625194053091036 0.0011745710837374147 0.0010976404930178032 0.0013701182256487775 0.0010015359736365035 0.0010117781644658598 0.0012401000923173431 0.0010890694620299341 0.0011754663324409203 0.0012104448448414249 0.0012675081785933351 0.0016034344893581243 0.0013923325421952848 0.0010800353098729398 0.0011280268792358706 0.0010288771167533918 0.0010326685709250161 0.0010509228788602165
leaf_count=314 101 35 82 64 315 31 573 128 284 90 263 52 164 101 63 45 275 98 43
internal_value=0 5.82665e-05 0.000105846 3.26157e-05 9.05757e-05 4.93634e-06 -5.72481e-05 4.31621e-05 -0.000553751 -4.71504e-05 3.98333e-05 0.000139038 3.55544e-05 -0.000139377 3.86753e-05 -0.000175746 0.000768527 0.000696651 0.000111323
internal_weight=0 0.022399 0.0210171 0.0189257 0.017828 0.0156208 0.0146192 0.01216 0.00245919 0.0109199 0.00990817 0.00869773 0.00743022 0.00582678 0.00443445 0.00325899 0.0020914 0.00220724 0.00217895
internal_count=3121 3020 2706 2396 2332 2152 2121 1522 599 1394 821 558 506 342 241 151 310 180 88
is_linear=0
shrinkage=0.0016407


Tree=1950
num_leaves=19
num_cat=0
split_feature=1213 14 453 16 160 123 484 50 12 47 0 13 3 52 13 0 2 3
split_gain=0.000499679 0.00032931 0.000201687 0.000277003 0.000307929 0.000246023 0.000443361 0.000377763 0.000347394 0.000414952 0.000250195 0.000324537 0.000316348 0.000273467 0.000272642 0.000213971 0.000117305 0.000115318
threshold=-1.0000000180025095e-35 0.076175000000000007 1.0000000180025095e-35 -0.49446999999999991 -0.22361499999999998 1.0000000180025095e-35 -1.0000000180025095e-35 0.10030500000000002 -0.040564999999999997 0.092165000000000011 -0.23091999999999999 -0.084034999999999985 -0.088084999999999983 -0.081429999999999989 0.17001000000000002 -0.055064999999999996 0.11093500000000002 0.10732000000000001
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 -6 8 -8 10 -10 17 14 -14 -13 -11 -2 -12
right_child=1 -3 -4 4 5 -7 7 -9 9 15 11 12 13 -15 -16 -17 -18 -19
leaf_value=-0.0010038194405332119 0.00093907345629207521 -0.00078144626412009329 -0.00051154949084849871 -0.0007460560415128377 -0.00081413083574493977 0.00069551447326443713 -0.00077536892764098911 0.0010218164724156787 0.00072041659006572695 0.00029502721983047431 1.8403776697328946e-05 0.00044906839702986412 -0.00010069548289580515 -0.00096067062689996147 -0.00050410073273011459 0.0012413657017963954 0.00024444137742524777 0.00061966285817470306
leaf_weight=0.0010874158133844227 0.0012330079197186107 0.0010500271223130566 0.001219189655245422 0.0010245409296237148 0.0012466097645776148 0.0015015010542665927 0.0010523352514992769 0.0010102985327851153 0.0010107385455739833 0.0012021924299647768 0.0013592633458086008 0.001871527062889536 0.0015313212732748398 0.0019081575332383855 0.001091594344444502 0.0010101897264842554 0.0010211066227660826 0.0015903353961670419
leaf_count=491 113 87 79 240 447 190 91 72 16 75 178 266 170 391 43 27 91 54
internal_value=0 4.77417e-05 8.75276e-05 0.000122872 6.14665e-05 0.000109053 5.36171e-05 0.000127517 6.12173e-05 0.000131225 4.00488e-06 -7.34213e-05 -0.00026507 -0.000577793 9.79272e-05 0.000727132 0.000624407 0.000342585
internal_weight=0 0.0229339 0.0218839 0.0206647 0.0184106 0.0173861 0.0158846 0.014638 0.0136277 0.0125753 0.0103629 0.0093522 0.0064026 0.00343948 0.00296312 0.00221238 0.00225411 0.0029496
internal_count=3121 2630 2543 2464 2260 2020 1830 1383 1311 1220 1118 1102 870 561 309 102 204 232
is_linear=0
shrinkage=0.00151575


Tree=1951
num_leaves=19
num_cat=0
split_feature=14 1213 124 484 453 4 40 52 12 160 160 1 1 52 15 0 1 3
split_gain=0.000488518 0.000448798 0.000213935 0.000312072 0.000263726 0.000309011 0.000216507 0.000193781 0.000401556 0.000405764 0.000293944 0.000240066 0.000330149 0.000215777 0.000281787 0.000130119 0.000282791 6.86815e-05
threshold=0.076175000000000007 -1.0000000180025095e-35 -0.043384999999999993 -0.0068949999999999992 1.0000000180025095e-35 0.24564500000000003 -0.061244999999999994 -0.40306999999999998 0.098810000000000023 0.092865000000000017 -0.091944999999999985 0.10089500000000001 0.090540000000000023 -0.077024999999999996 0.090455000000000021 -0.17169499999999996 0.111945 -0.10023499999999998
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 -5 -8 9 10 -9 12 13 -12 17 -7 -17 -15
right_child=-2 2 3 4 -6 15 7 8 -10 -11 11 -13 -14 14 -16 16 -18 -19
leaf_value=-0.0010049350348325377 -0.001102146404016972 0.00061032269962320979 -0.00075007071087003735 -0.00062829509477610684 -0.00069548265048057813 0.0010476922774003475 -0.00052681554038491491 -0.00038370833752557359 -0.00069607022633715163 -0.00050569882064796067 0.0011344857087669797 0.0011649687400548455 -0.00045727148874141895 0.0003553877373257176 0.001054713885210278 -0.00022225922569950728 0.00088815131209890618 -0.00021054499808584152
leaf_weight=0.0010709014537322167 0.0010725577801329314 0.0018912372750250822 0.0012819401343676122 0.0012423963996557328 0.0010879478113672283 0.0010672861116329813 0.0012304597659562001 0.0010666393291603356 0.001300853530354292 0.0015127682190219103 0.0013362536753325199 0.0013419016539497619 0.0010103143948674287 0.0010301129923178092 0.0010691565635005951 0.0011725514186915467 0.0013039588021900306 0.001313069014753844
leaf_count=477 101 247 450 61 61 62 247 231 179 68 82 74 102 35 84 55 155 350
internal_value=0 3.14163e-05 8.36219e-05 3.21898e-05 8.76376e-05 0.000137762 2.42267e-05 9.0614e-05 0.000159799 0.000274813 0.000419378 0.000540013 0.00039439 0.00057559 0.00035673 0.000568794 0.000362406 3.82512e-05
internal_weight=0 0.0223297 0.0212588 0.0193676 0.0180857 0.0169977 0.0134539 0.0122115 0.0109811 0.00968022 0.00816745 0.00710081 0.00575891 0.00474859 0.00341234 0.0035438 0.00247651 0.00234318
internal_count=3121 3020 2543 2296 1846 1785 1513 1452 1205 1026 958 727 653 551 469 272 210 385
is_linear=0
shrinkage=0.0016407


Tree=1952
num_leaves=18
num_cat=0
split_feature=14 128 124 484 4 13 52 157 151 3 50 52 47 13 49 52 15
split_gain=0.000477979 0.000252714 0.000260121 0.000256388 0.000240974 0.000227477 0.000284001 0.000227116 0.000273952 0.000258125 0.000204878 0.000237165 0.000219232 0.00032376 0.00028577 0.000261963 0.000346552
threshold=0.076175000000000007 0.086435000000000012 -0.043384999999999993 -0.0068949999999999992 -0.51843499999999987 -0.47860499999999995 -0.40306999999999998 -0.08107499999999998 -0.090369999999999992 -0.15121499999999996 0.10030500000000002 0.12603000000000003 0.092710000000000015 -0.099939999999999987 -0.081404999999999991 -0.07167999999999998 -0.010414999999999999
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 -8 -9 -10 11 12 13 -11 -15 -16 -17
right_child=-2 -3 3 4 5 6 7 8 9 10 -12 -13 -14 14 15 16 -18
leaf_value=0.00065786455018411612 -0.0010502817463237057 -0.0007319609698052883 -0.00068442269694764864 -0.00065066154555395159 0.00079677755970741239 -0.0007266944303954381 0.00080649216071458922 -0.00061278180565172411 0.00088556177612704858 0.00092834063157010041 0.00074226020816162944 -0.00073583388638279634 -0.00044337888696934413 0.00067341873755429851 -0.00065998317598806261 0.00077744422621248469 -0.00029447883181691286
leaf_weight=0.0018189899679404422 0.0010941644786018881 0.0010509354326916067 0.0012448339648597683 0.0011281461800103322 0.0011850866950302531 0.0010888002175769981 0.0011640357927865672 0.0013821330153231956 0.0011012207397327152 0.0013003944975311637 0.0010645942868352373 0.0010184703880199162 0.0016881420911734057 0.001457388392403839 0.0016503360436180819 0.0012840398729732899 0.0019894201482979438
leaf_count=240 101 201 447 38 55 245 159 85 70 109 157 156 69 61 106 170 652
internal_value=0 3.82724e-05 7.58066e-05 2.21906e-05 6.97318e-05 0.000116509 6.6711e-05 0.00012392 6.69068e-05 0.000141737 7.0216e-05 1.34416e-06 8.1474e-05 0.000196818 4.77444e-05 -0.000137448 0.000125991
internal_weight=0 0.022617 0.021566 0.019747 0.0185022 0.0173741 0.016189 0.0151002 0.0139361 0.012554 0.0114528 0.0103882 0.00936972 0.00768158 0.00638118 0.0049238 0.00327346
internal_count=3121 3020 2819 2579 2132 2094 2039 1794 1635 1550 1480 1323 1167 1098 989 928 822
is_linear=0
shrinkage=0.00160853


Tree=1953
num_leaves=13
num_cat=0
split_feature=484 4 3 160 52 12 4 0 3 15 4 2
split_gain=6.57721e-05 8.82621e-05 6.81732e-05 6.63229e-05 0.000106677 0.000116325 0.000193495 0.000169857 0.000169996 9.43015e-05 0.00013186 8.47028e-05
threshold=-0.0068949999999999992 0.27044500000000005 0.11296500000000002 -0.091944999999999985 0.10744000000000002 -0.029094999999999999 -0.27825499999999997 -0.060129999999999996 -0.08824499999999999 -0.0058549999999999991 0.0061450000000000003 0.084055000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 -5 -7 8 -8 10 -10 -11
right_child=1 2 -4 4 -6 6 7 -9 9 11 -12 -13
leaf_value=-0.0017010122644995449 -0.0017330037592143341 0.0025728240513034893 7.8729029875982992e-05 -0.0020896136945755071 0.0021020501809601968 -0.0023782207055295544 -0.0023938783423073122 0.00250693407845792 -0.0022663292528062448 0.0029721236487829121 0.0010180303272997551 0.00029798801647990344
leaf_weight=0.0010607069384915247 0.0011382855516246177 0.0011753852364521479 0.0010098630433083011 0.0013661804082012461 0.001130560739267956 0.0013182591529561387 0.0011931476651761445 0.001697750740950351 0.0010578057334434772 0.0011303742349952186 0.0014179916596636939 0.0012214016558159679
leaf_count=503 349 233 113 192 132 142 382 138 271 217 132 317
internal_value=0 0.000113563 0.00142023 -0.000111773 4.82328e-05 -0.000174971 0.000114487 0.000540223 -1.43592e-05 0.000573745 -0.000385241 0.0015833
internal_weight=0 0.014857 0.00218525 0.0126718 0.0115335 0.0104029 0.00903673 0.00771847 0.00602072 0.00482757 0.0024758 0.00235178
internal_count=3121 2618 346 2272 1923 1791 1599 1457 1319 937 403 534
is_linear=0
shrinkage=0.00704007


Tree=1954
num_leaves=19
num_cat=0
split_feature=1213 14 1374 453 0 151 160 0 52 15 4 13 3 0 3 4 2 43
split_gain=0.000492525 0.000369081 0.000289788 0.000221343 0.000243521 0.000225923 0.000163646 0.000162676 0.000267383 0.00047484 0.000266154 0.000278576 0.000248423 0.000245691 0.000312069 8.99973e-05 0.000105556 8.03318e-05
threshold=-1.0000000180025095e-35 0.076175000000000007 -0.094929999999999987 1.0000000180025095e-35 -0.10607499999999999 -0.016164999999999995 -1.0000000180025095e-35 -0.084269999999999984 0.11434500000000002 -0.024814999999999997 -0.49405499999999997 -0.090639999999999984 -0.063074999999999978 -0.026509999999999995 -0.074084999999999998 0.181285 0.10731 -0.084154999999999994
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 12 10 -10 -9 -12 -6 14 17 -8 -17 -13
right_child=1 -3 3 -5 7 6 15 8 9 -11 11 13 -14 -15 -16 16 -18 -19
leaf_value=-0.0010109392664371471 -0.000726711882982014 -0.00085875533434336766 0.00089322372544803547 -0.00051540267500568685 -0.00090392386264386308 -0.0002433476520069118 8.7092829299880705e-05 -0.00031859887991361654 0.00036357130712536597 -0.001129182065940994 0.00092754221439372787 3.5190736758308841e-06 0.00013030369905616968 0.00063939970916166626 -0.00070863287692352506 0.00086159603685314462 0.00020606030297496471 0.00059600537027870335
leaf_weight=0.0011151843731960062 0.0010046743486888934 0.0010393886097064256 0.0016764466765246677 0.0012202127732385817 0.0010187797328011887 0.0012644992245083309 0.0013981612399529509 0.0016546983579082105 0.0010157775647398129 0.0010216898939856269 0.0016427872782923654 0.0011443370181065671 0.0012199137806680289 0.0019162558292645489 0.0011467559747466577 0.0013699444322203824 0.0010275336047979033 0.0010479015918494526
leaf_count=491 53 87 118 79 537 88 74 140 116 163 80 177 106 147 175 52 63 375
internal_value=0 4.13255e-05 8.42588e-05 0.000123457 0.0001633 0.000401327 0.000238359 3.83096e-05 0.000118356 -0.000384971 0.00023826 0.000371839 -0.00034035 0.000198127 -5.51205e-05 0.000398837 0.00058064 0.000286731
internal_weight=0 0.0228298 0.0217904 0.0207857 0.0195655 0.00673659 0.00506014 0.0128289 0.0105902 0.00203747 0.00855274 0.00689804 0.00223869 0.00525525 0.00333899 0.00379564 0.00239748 0.00219224
internal_count=3121 2630 2543 2490 2411 395 277 2016 1373 279 1094 954 643 874 727 189 115 552
is_linear=0
shrinkage=0.00154607


Tree=1955
num_leaves=12
num_cat=0
split_feature=41 2 3 43 0 1 13 52 2 52 4
split_gain=7.26595e-05 8.63551e-05 5.37621e-05 7.05004e-05 0.000130785 0.000168659 0.000124047 0.000238414 0.000116506 0.000116045 0.000117331
threshold=0.078475000000000017 -1.0000000180025095e-35 -0.15447499999999995 0.12450000000000001 -0.053834999999999994 1.0000000180025095e-35 -0.00096999999999999983 -0.0092699999999999987 0.096540000000000015 -0.066844999999999988 0.25615500000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 -7 -6 -8 -11
right_child=-2 2 3 -5 8 6 9 -9 -10 10 -12
leaf_value=0.0020136638212458653 -0.0017509810784980865 0.0014211988894045587 -0.0020900975475397674 0.0012805759316289113 -0.003082423349490247 0.0041965068797153856 -0.0015085292800353853 7.6980705888394718e-05 -0.00027003815769124619 0.0019560973741020189 -0.00087132174510853411
leaf_weight=0.0010197642342850777 0.0010231558209358163 0.0010827501445356278 0.001380341159530625 0.0014055425650560402 0.0013024046187809475 0.001031171145971177 0.0018377052968515523 0.0017099989488085776 0.0013988570569727354 0.0015040385762242203 0.0012148333979189185
leaf_count=177 148 139 1303 203 94 203 90 379 183 126 76
internal_value=0 0.000113188 -2.65648e-05 -0.000149176 -0.000325774 7.89585e-05 0.000489227 0.00162666 -0.00162602 -0.000195036 0.000692763
internal_weight=0 0.0148874 0.0138676 0.0127849 0.0113794 0.00867809 0.00729775 0.00274117 0.00270126 0.00455658 0.00271887
internal_count=3121 2973 2796 2657 2454 2177 874 582 277 292 202
is_linear=0
shrinkage=0.0067667


Tree=1956
num_leaves=13
num_cat=0
split_feature=484 15 15 15 42 43 52 13 49 43 457 0
split_gain=6.35459e-05 8.38719e-05 8.23506e-05 8.94548e-05 8.46981e-05 0.000256298 0.000165711 0.000138592 0.000237055 0.000262958 0.00011613 7.39357e-05
threshold=-0.0068949999999999992 -0.24436499999999997 -0.11713499999999999 -0.10091499999999999 -0.095859999999999987 -0.17390999999999998 0.11434500000000002 -0.095304999999999987 -0.043469999999999995 -0.074359999999999996 0.078435000000000019 -0.084269999999999984
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 -7
right_child=1 2 3 4 5 6 -8 8 9 -11 -12 -13
leaf_value=-0.0017812416215122844 0.0019700005188035335 -0.0018656681511848747 0.0022006344779554468 -0.0019765816987373291 0.0032190225485873554 0.000246759869175619 -0.00312933342102271 -0.00066109915418822974 0.00084871750172785016 -0.0036472341310226993 0.0027391137456150849 0.0029332565018381994
leaf_weight=0.0010510223134724368 0.0012518472561861916 0.0012655960012563925 0.0010691675227372252 0.0011555496754149805 0.0013257777072359688 0.0011272882562576303 0.0010246834858875543 0.0010017807034583583 0.0011715299853183635 0.001909736305678254 0.0012731823837461922 0.0011603489691012258
leaf_count=503 232 187 74 189 96 114 279 118 326 836 123 44
internal_value=0 0.000120166 -5.15634e-05 0.000136334 -6.16131e-05 0.000159797 -0.000308085 7.01122e-05 -0.000587324 -0.00193783 0.00124183 0.00160942
internal_weight=0 0.0147365 0.0134846 0.012219 0.0111499 0.00999433 0.00866855 0.00764387 0.00535623 0.00308127 0.00227496 0.00228764
internal_count=3121 2618 2386 2199 2125 1936 1840 1561 1403 1162 241 158
is_linear=0
shrinkage=0.00747098


Tree=1957
num_leaves=12
num_cat=0
split_feature=1 147 52 475 42 0 42 2 2 4 16
split_gain=7.28353e-05 0.000101147 0.000165079 0.000110295 0.000174229 0.000135537 0.000178183 0.000168546 0.000225509 0.000125645 5.27818e-06
threshold=0.13869000000000004 0.087350000000000025 0.11434500000000002 -1.0000000180025095e-35 -0.0060199999999999993 -0.084269999999999984 0.086375000000000021 0.089885000000000007 0.11389000000000002 -0.27825499999999997 -0.095564999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 7 9 10 -9 -7 -6
right_child=-2 -3 -4 4 5 6 -8 8 -10 -11 -12
leaf_value=-0.0017749688447642731 0.0016105054342917694 0.0019186950940203147 -0.0022877480008045171 -0.0019395252628591271 -0.0012929830231163556 0.0012306610975286664 -0.00022446781663700493 0.0023045546536814409 -0.0014142629608043238 0.0044575928286922457 -0.0019834078207772768
leaf_weight=0.0014265373127999763 0.0011807124535417801 0.0010182681555596937 0.0016647478146990498 0.0014537015283439822 0.0010040114914578206 0.0011396671418215654 0.0015028671747109069 0.0019226676157559283 0.0012206479626034328 0.0010723082451425921 0.0010241738855821109
leaf_count=426 139 137 463 675 124 82 411 166 76 111 311
internal_value=0 -0.000137455 -0.000293337 -1.11661e-05 0.000232172 0.000587437 0.00157345 -0.000120845 0.000860421 0.00279499 -0.00164163
internal_weight=0 0.0144496 0.0134313 0.0117666 0.01034 0.00888634 0.00371484 0.0051715 0.00314332 0.00221198 0.00202819
internal_count=3121 2982 2845 2382 1956 1281 604 677 242 193 435
is_linear=0
shrinkage=0.0067667


Tree=1958
num_leaves=12
num_cat=0
split_feature=1 159 160 1 0 2 4 52 133 12 12
split_gain=7.43368e-05 0.000124406 0.000129003 0.000132293 0.000146173 0.000187674 8.54541e-05 0.000104724 0.000182769 0.000151939 6.69526e-05
threshold=0.094385000000000011 0.014475000000000003 -1.0000000180025095e-35 0.10612500000000001 -0.20211999999999997 0.11144000000000001 -1.0000000180025095e-35 -0.088204999999999992 0.084990000000000024 0.084100000000000022 0.096990000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 -4 -5 10 7 -1 9 -9 -6
right_child=1 -3 3 4 5 -7 -8 8 -10 -11 -12
leaf_value=-0.0019310631058857394 -0.0019684344394394039 0.0028217309361860056 0.0025013915208839466 -0.0024395164498900602 -0.0016597904238100768 0.0031185025561772852 -0.0017943271305365801 0.0029431892646623126 -0.0020041788624016962 -0.00019651984844955763 0.00084285147511441616
leaf_weight=0.0012036374545427242 0.0012365116115579666 0.0010186762673620731 0.0014071444324579296 0.001000650863721475 0.0011998225547877814 0.0010989404504148995 0.0019874071721841038 0.0015644791497523014 0.0011389732665102147 0.001615449364539237 0.001019676806493508
leaf_count=331 114 209 224 47 131 157 488 141 463 755 61
internal_value=0 0.000477883 0.000134969 0.000589173 -3.38204e-05 0.000691599 -0.000517444 -5.79291e-05 0.000464096 0.00134817 -0.000510033
internal_weight=0 0.00798142 0.00696275 0.00572624 0.00431909 0.00331844 0.00750995 0.00552254 0.0043189 0.00317993 0.0022195
internal_count=3121 943 734 620 396 349 2178 1690 1359 896 192
is_linear=0
shrinkage=0.00718087


Tree=1959
num_leaves=19
num_cat=0
split_feature=1213 14 4 0 157 453 16 160 1 50 12 1 12 43 12 1 3 2
split_gain=0.000469006 0.000271855 0.000217243 0.000298311 0.000311849 0.000293481 0.000347092 0.000253869 0.000315415 0.000279756 0.000315723 0.000223279 0.000258447 0.000251152 0.000275975 0.00026959 0.000122246 6.68344e-05
threshold=-1.0000000180025095e-35 0.054835000000000009 -0.49405499999999997 0.056435000000000006 -0.077384999999999995 1.0000000180025095e-35 -0.5048999999999999 -1.0000000180025095e-35 0.11634000000000001 0.099210000000000007 -0.029094999999999999 0.12500000000000003 0.10124000000000001 -0.090869999999999992 0.084100000000000022 0.089875000000000024 0.090900000000000009 0.11093500000000002
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 17 8 -8 10 -9 12 13 -12 15 -15 -17 -6
right_child=1 -3 3 -5 5 -7 7 9 -10 -11 11 -13 -14 14 -16 16 -18 -19
leaf_value=-0.0010681534102165709 -0.00045614496545664547 -0.00078293427350703071 0.00078230260825004519 0.00076055673766752777 0.00096407637750455953 -0.00084504546182035333 -0.0010849989201129461 -0.0007935983858131842 0.00012638009783534748 0.00088576088549104873 0.00080647627692329829 0.00068728849453471384 -0.00075667756933572915 0.00082970566110031167 -0.00071190557688773234 -0.00056431988807182721 0.0002158002940638999 0.00037582914495885676
leaf_weight=0.0010910107471150529 0.0018928363257349192 0.0010454460436134507 0.0014748629925967335 0.001808944393089775 0.0010559362940927236 0.0010490099619103735 0.0012795744622029421 0.0012524186998714342 0.0010561900350060105 0.0010011438942898335 0.0011174345961191823 0.0014009222415571898 0.0011088898768396027 0.0011507591245187975 0.0012683958631716351 0.0010248097286584823 0.0011446673458310741 0.0010242277133122868
leaf_count=491 154 96 301 108 79 74 444 184 97 109 120 52 132 45 484 30 45 76
internal_value=0 3.37423e-05 7.41853e-05 0.000126418 6.0527e-05 -6.27948e-06 5.28305e-05 -4.81473e-05 -0.000537235 6.09697e-05 -2.62407e-05 9.07344e-05 -3.18968e-05 0.000108954 -6.09087e-05 0.000187785 -0.00015271 0.000674436
internal_weight=0 0.0221565 0.021111 0.0192182 0.0174092 0.0159344 0.0148854 0.0128052 0.00233576 0.0104694 0.0094683 0.00821588 0.00681496 0.00570607 0.00458863 0.00332024 0.00216948 0.00208016
internal_count=3121 2630 2534 2380 2272 1971 1897 1742 541 1201 1092 908 856 724 604 120 75 155
is_linear=0
shrinkage=0.0016407


Tree=1960
num_leaves=19
num_cat=0
split_feature=14 124 4 13 132 4 157 160 1 42 151 457 133 4 52 3 4 4
split_gain=0.000498681 0.000244384 0.000297803 0.000300429 0.000339026 0.000201252 0.000237542 0.00025609 0.000292588 0.000268045 0.000244759 0.000666634 0.000314618 0.000286258 0.000247918 0.000181494 0.000123302 9.54166e-05
threshold=0.076175000000000007 -0.043384999999999993 -0.51843499999999987 -0.23438999999999996 0.079970000000000013 -0.27825499999999997 -0.08107499999999998 -1.0000000180025095e-35 0.111945 -1.0000000180025095e-35 -0.0083949999999999979 0.082380000000000009 -1.0000000180025095e-35 0.076415000000000025 -0.080114999999999978 -0.074479999999999977 -0.0019149999999999998 -0.019614999999999997
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 17 5 -5 -7 8 -8 -9 11 -11 -12 14 -14 -15 -16 -4
right_child=-2 2 3 4 -6 6 7 9 -10 10 12 -13 13 15 16 -17 -18 -19
leaf_value=0.00059775928338461092 -0.0010975906092759702 -0.00083349557175501569 0.0009500014790720107 -0.00071849982415765092 0.00068163538330474384 0.00069985198443725538 -0.0011421042224436964 -0.00064540393990436811 1.5410904394671732e-05 -0.0013165063666336076 -0.00056665668954421081 0.00050107924170116524 -0.00052478987015423611 0.00035104341519495458 0.00077002950108681048 0.0012722730981519497 3.9231376431368807e-05 0.00025932625796664283
leaf_weight=0.0018696081743195805 0.0010415386452554678 0.0010762018906924622 0.0010642093245731843 0.0012867037139379723 0.0015430685009360018 0.0010044428782976659 0.0012110082453583278 0.0014530556307245377 0.0010591977845134104 0.0010142237304321972 0.0010355292620377356 0.0010760018884743427 0.0010947566363396508 0.0010268107624538114 0.0011782009853801836 0.0011999651723426374 0.0012116762539507459 0.0010074516033795567
leaf_count=252 101 51 32 150 247 229 469 525 73 96 231 70 110 41 218 56 68 102
internal_value=0 4.21754e-05 -1.09766e-05 3.69592e-05 -3.59727e-05 -0.000110532 -5.28626e-05 -0.000113056 -0.000602049 -5.17584e-06 0.000100094 -0.000380854 0.000249093 0.000396996 0.000109127 0.000847476 0.000399512 0.000614125
internal_weight=0 0.0214121 0.0195425 0.0184663 0.0163946 0.0148516 0.0135649 0.0125604 0.00227021 0.0102902 0.00883716 0.00209023 0.00674694 0.00571141 0.00348463 0.00222678 0.00238988 0.00207166
internal_count=3121 3020 2768 2717 2583 2336 2186 1957 542 1415 890 166 724 493 396 97 286 134
is_linear=0
shrinkage=0.00160853


Tree=1961
num_leaves=18
num_cat=0
split_feature=14 1213 11 124 4 484 13 132 0 16 0 1 457 52 2 12 12
split_gain=0.000426742 0.000371205 0.000203721 0.000219466 0.000291416 0.00030303 0.000326883 0.000381253 0.000188586 0.000261658 0.000259119 0.000236004 0.000178685 0.000223839 0.000156108 0.00014857 9.03673e-05
threshold=0.076175000000000007 -1.0000000180025095e-35 0.088215000000000002 -0.043384999999999993 -0.51843499999999987 -0.0068949999999999992 -0.091904999999999987 0.081465000000000024 -0.053834999999999994 -0.27167499999999994 -0.019414999999999998 0.11323000000000001 0.082380000000000009 -0.0064899999999999992 0.073895000000000002 0.086850000000000024 0.096645000000000009
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 15 8 9 -8 -10 12 13 -11 -15 -7 -17
right_child=-2 2 -4 4 5 6 7 -9 10 11 -12 -13 -14 14 -16 16 -18
leaf_value=-0.00091045210820718515 -0.0010264729808508689 0.00064794531022106447 -0.00055628015099362638 -0.00073590027339866455 -0.00072766602286293645 0.00012404392705928237 -0.0005142077636476793 0.00096459681128160685 -0.0010158058085880004 -0.00063851948538321912 5.5271412249149924e-05 0.0007063878913140324 0.00047326088407775028 -0.00028308260440391546 0.00059044913121544882 0.0010614576666953912 0.00045857696180494161
leaf_weight=0.0010241830091451817 0.0010246529403593599 0.0018495666282206521 0.0012224729859422459 0.0011005959788117315 0.0010293676284236939 0.0012510641868690364 0.0016448930225996207 0.0010585888600666568 0.0011078060393394096 0.0015296496406781148 0.0012369218878164204 0.0017706866816897815 0.0016134750487111216 0.0010231668579950889 0.0010966962734287877 0.0014722931361388358 0.0011424613513673076
leaf_count=477 101 243 101 48 427 144 119 146 85 283 110 45 74 203 431 51 33
internal_value=0 3.53001e-05 8.10985e-05 0.0001202 6.62048e-05 0.000118204 0.000172802 4.25367e-05 -4.60106e-05 6.3347e-05 -0.000450777 0.000198414 2.75103e-05 -0.000169559 0.000168833 0.000579921 0.000798042
internal_weight=0 0.0221739 0.0211497 0.0199272 0.0180777 0.0169771 0.0159477 0.0120819 0.0110233 0.00867857 0.00234473 0.00703367 0.00526299 0.00364951 0.00211986 0.00386582 0.00261475
internal_count=3121 3020 2543 2442 2199 2151 1724 1496 1350 1155 195 1036 991 917 634 228 84
is_linear=0
shrinkage=0.00160853


Tree=1962
num_leaves=19
num_cat=0
split_feature=1213 14 453 16 11 2 484 3 150 1 42 4 47 42 52 49 4 1
split_gain=0.000490552 0.000363631 0.000263794 0.000328347 0.000249852 0.00018805 0.000257229 0.000231276 0.000269701 0.000246226 0.000375241 0.000281817 0.000436628 0.000246198 0.000220518 0.000292686 0.00016796 9.57217e-05
threshold=-1.0000000180025095e-35 0.062655000000000016 1.0000000180025095e-35 -0.5048999999999999 0.080455000000000013 0.10912000000000001 0.084040000000000017 0.10893000000000001 0.088985000000000009 0.13075500000000004 0.091735000000000025 -0.0029599999999999995 0.092165000000000011 0.083995000000000014 0.09086000000000001 -0.043469999999999995 -0.084369999999999987 0.10708500000000001
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 8 9 10 11 13 -13 16 15 -7 -5 -2
right_child=1 -3 -4 4 -6 14 -8 -9 -10 -11 -12 12 -14 -15 -16 -17 -18 -19
leaf_value=-0.00094163356140344965 0.0009213469128180015 -0.00078035258390550056 -0.00055652721576000938 -0.00020431360768478448 -0.00055097506153944324 0.00071181365685725213 0.00062970859530394371 -0.00065460957437651348 -0.00059006570834116174 0.00072806837387388347 -0.00078700663880243275 -0.0009145861443526956 0.00032908868337181487 0.00083154728420682753 0.00075011391773772604 -0.00022923572478844996 0.00050445695422519866 0.00033845627036131266
leaf_weight=0.0010643682260783041 0.0010639708302178042 0.0010312997832292439 0.0012359768357140801 0.001506667725448105 0.0012733889453215843 0.0010015439660158165 0.001154151982625585 0.0011667676524294021 0.0012910431886115634 0.0010605993094829277 0.0010083125837783424 0.0010646789153489931 0.0011530124956427024 0.0013865303747044241 0.0016222698370537275 0.0018363688412039161 0.0011606661297164506 0.0011490882916050521
leaf_count=491 74 90 79 197 135 68 237 47 87 42 292 203 62 247 106 240 330 94
internal_value=0 3.15788e-05 7.11976e-05 0.000110187 4.65575e-05 9.29177e-05 1.35401e-06 -6.58064e-05 5.52162e-06 9.77142e-05 5.87827e-06 0.000133355 -0.00026798 0.000352907 0.000338291 0.000102875 0.000104101 0.000618692
internal_weight=0 0.0221663 0.021135 0.0198991 0.017686 0.0164126 0.0119524 0.0107983 0.00963151 0.00834047 0.00727987 0.00627156 0.00221769 0.00405386 0.00446018 0.00283791 0.00266733 0.00221306
internal_count=3121 2630 2540 2461 2293 2158 1744 1507 1460 1373 1331 1039 265 774 414 308 527 168
is_linear=0
shrinkage=0.00140032


Tree=1963
num_leaves=18
num_cat=0
split_feature=14 1213 45 124 48 40 0 457 51 47 42 42 15 52 0 4 1
split_gain=0.000569257 0.00048935 0.000367795 0.000416158 0.000281294 0.000469689 0.000443771 0.000359973 0.000473553 0.000342529 0.000310912 0.000271032 0.000268587 0.000261438 0.000370497 0.000378323 0.000111947
threshold=0.076175000000000007 -1.0000000180025095e-35 0.081955000000000014 -0.043384999999999993 0.12737000000000001 -0.063404999999999989 -0.10607499999999999 -0.0029299999999999994 0.087505000000000013 0.11312500000000002 0.091735000000000025 0.08623500000000002 -0.11713499999999999 0.11434500000000002 -0.077809999999999976 -0.27825499999999997 0.10828500000000001
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 7 -7 12 10 11 13 -9 14 -8 -16 -14
right_child=-2 2 -4 4 -6 6 9 8 -10 -11 -12 -13 16 -15 15 -17 -18
leaf_value=-0.00094118969479284624 -0.0010315266301181196 0.00081196454186632078 -0.00077183582267989742 -0.00072541825778801936 -0.00059955599437359517 -0.00031897621677549881 -0.00054667229304473919 0.00034417700383216341 -0.00014438465687787187 0.00078889416126528568 -0.00071756511030361637 0.00049486819131267835 0.00086924524620072391 -0.00079603715425856174 -0.00026498943380804914 0.0007347530686903931 0.001457106841710041
leaf_weight=0.0010261129799936921 0.0010965907452130655 0.0017367216680463015 0.0010086848849510935 0.0013146834760886508 0.0012545699314183137 0.0010267740705716122 0.0017005255692804722 0.0014421087573294189 0.0013154952190297386 0.0010283894666505136 0.0014480768382994476 0.0019089551675910282 0.0016303221067728241 0.001049103803320392 0.001441221118330116 0.0018154459879296666 0.0011890330283592654
leaf_count=477 101 238 59 92 62 51 593 74 47 55 376 310 75 112 157 205 37
internal_value=0 4.2538e-05 8.77828e-05 0.000128488 6.78174e-05 0.000113544 0.000178442 0.00047376 0.000619711 -9.22633e-06 -9.68852e-05 1.66667e-05 0.000855584 -0.000135318 4.51181e-06 0.000292322 0.00111717
internal_weight=0 0.0233362 0.0223101 0.0213014 0.0195647 0.0183101 0.0169955 0.00660373 0.00557696 0.0103917 0.00936333 0.00791525 0.00426146 0.0060063 0.00495719 0.00325667 0.00281936
internal_count=3121 3020 2543 2484 2246 2184 2092 284 233 1808 1753 1377 186 1067 955 362 112
is_linear=0
shrinkage=0.00145689


Tree=1964
num_leaves=13
num_cat=0
split_feature=124 151 16 159 48 4 484 1 4 49 43 13
split_gain=7.07079e-05 0.000101108 0.000123987 0.000164735 0.000186042 0.000120583 0.00015468 9.88123e-05 0.000233676 0.000127082 0.000139745 7.00157e-06
threshold=-0.043384999999999993 -0.090369999999999992 -0.49446999999999991 -0.032739999999999991 0.093265000000000015 0.24564500000000003 0.084040000000000017 0.090840000000000018 0.053180000000000012 -0.026779999999999995 -0.084004999999999982 -0.117405
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 7 9 -9 -5 -11 -12
right_child=1 2 3 4 -6 -7 -8 8 -10 10 11 -13
leaf_value=0.0016616512799882892 -0.0024666652791898898 0.0022422632597519196 -0.0032120227063868506 0.0020099168570279482 0.0026345631148872854 0.0017816363629585457 0.0020654860293245207 -0.0046286980483142412 -1.0715017521756945e-05 0.0010525884091044215 -0.0019706097222046111 -0.002903255266005789
leaf_weight=0.0014479357154319394 0.0011176062131574025 0.0014065989489517117 0.0010716980264436982 0.0010293657899960191 0.0015038880146991127 0.0013950968852168713 0.0010669519717134424 0.0013912448285000462 0.0013640525460250075 0.001115844526098541 0.0010011401842418589 0.0010229435382034229
leaf_count=259 178 181 397 68 184 140 158 330 58 270 33 865
internal_value=0 -0.000175835 1.56736e-05 -0.000246144 4.57178e-05 -0.000369056 -0.000744506 -0.00117747 -0.00234249 -0.000407565 -0.00120009 -0.00244196
internal_weight=0 0.0144864 0.0133688 0.0119622 0.0108905 0.00938664 0.00799154 0.00692459 0.0027553 0.00416929 0.00313993 0.00202408
internal_count=3121 2862 2684 2503 2106 1922 1782 1624 388 1236 1168 898
is_linear=0
shrinkage=0.00792826


Tree=1965
num_leaves=13
num_cat=0
split_feature=403 43 160 474 40 151 16 51 2 15 43 160
split_gain=7.07516e-05 9.95327e-05 0.000104668 0.00027531 0.000153588 0.000148259 0.000311668 0.000132028 0.000124111 0.000148776 0.000140094 9.12217e-05
threshold=-1.0000000180025095e-35 0.16180500000000003 -1.0000000180025095e-35 0.084660000000000027 -0.073884999999999992 -0.0083949999999999979 0.16703000000000004 -0.16666999999999996 0.088850000000000012 -0.074054999999999996 -0.0030899999999999994 -0.098904999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 11 -4 -6 8 -8 10 -10 -7 -2
right_child=1 -3 4 -5 5 6 7 -9 9 -11 -12 -13
leaf_value=-0.0021724354400993549 -0.0010276858623053627 -0.0024239411721379564 0.0037479645988269506 0.0025557712208777706 -0.001757522923727573 0.0022160704139083717 0.0003554917390714413 -0.0038539897296834382 0.0053019909705027419 0.0015139989803540158 -0.0017276140508259736 -0.0045477625127788501
leaf_weight=0.0010023973427617542 0.0010423735850884248 0.0010012838468350807 0.0010662239734997659 0.0010149191559118004 0.0018508818097078498 0.0015431415682422584 0.0010010827629231608 0.0011147432750288344 0.0012545390293856665 0.0017687615498345466 0.0010866450366172602 0.0010421693295791521
leaf_count=756 321 192 184 209 230 183 119 187 140 169 152 279
internal_value=0 0.00013734 0.000323374 -0.00103788 0.000718203 0.000382395 0.000892214 -0.00186231 0.00192317 0.00308585 0.000586514 -0.00278755
internal_weight=0 0.0147868 0.0137855 0.00309946 0.010686 0.0096198 0.00776891 0.00211583 0.00565309 0.0030233 0.00262979 0.00208454
internal_count=3121 2365 2173 809 1364 1180 950 306 644 309 335 600
is_linear=0
shrinkage=0.00841354


Tree=1966
num_leaves=11
num_cat=0
split_feature=11 3 1 3 12 15 133 2 15 16
split_gain=7.26657e-05 7.66106e-05 0.000102871 0.000127117 0.000156659 0.000115372 0.000115673 0.000125834 8.53926e-05 0.000210451
threshold=0.081790000000000015 -0.12018999999999998 0.094385000000000011 0.083060000000000009 0.085885000000000017 -0.0058549999999999991 0.083950000000000011 0.090545000000000014 -0.016799999999999995 -0.071854999999999988
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 -3 7 -7 9 -5
right_child=-2 2 3 8 -6 6 -8 -9 -10 -11
leaf_value=0.0012904066785801437 -0.0014715640606198033 -0.0018972291814186798 0.0029774271226219828 0.0006078568138333457 6.2485737094666481e-05 0.00050276536611021361 0.0011678432278263409 -0.0026091420733308844 0.0010958049397350148 -0.0029358231960657055
leaf_weight=0.0018920530746104622 0.0012189773698669257 0.0019797381672599732 0.0013798291837695091 0.0015398852710531985 0.0015079532400426032 0.0010248062231910087 0.0017085451049702084 0.0010065740663196855 0.0012201387681676223 0.0011396186065191216
leaf_count=180 175 919 255 160 225 576 331 170 77 53
internal_value=0 0.00011804 -5.93144e-05 0.000461134 0.00145529 -0.000676921 -3.09484e-05 -0.00103922 -0.000275065 -0.000899304
internal_weight=0 0.0143991 0.0125071 0.00678743 0.00288778 0.00571966 0.00373993 0.00203138 0.00389964 0.0026795
internal_count=3121 2946 2766 770 480 1996 1077 746 290 213
is_linear=0
shrinkage=0.00625138


Tree=1967
num_leaves=13
num_cat=0
split_feature=41 1 3 4 39 43 52 42 2 160 0 0
split_gain=6.4025e-05 6.71305e-05 0.000132267 0.000116386 8.98518e-05 8.87489e-05 0.000120833 0.000215622 0.00019367 0.00022957 0.000107695 6.36459e-05
threshold=0.078475000000000017 0.104035 0.10893000000000001 0.056795000000000005 0.0046100000000000004 -0.17390999999999998 0.10160000000000001 0.086325000000000013 0.099185000000000009 0.086075000000000013 -0.13027499999999997 -0.10324499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -4 11 -1 7 8 9 10 -7 -3
right_child=-2 2 3 -5 -6 6 -8 -9 -10 -11 -12 -13
leaf_value=0.0012675159042348455 -0.0015568437416302533 0.0018702730467281036 0.0010229150019958235 -0.0016046034934003527 0.0030676523256921526 0.0021670390856020159 -0.0024605792171685198 -0.0027744321703641432 0.0027564134447930887 -0.002907325902276053 -0.00034646795747280898 -0.00030804865750708589
leaf_weight=0.0013089020389627235 0.0010113876347804798 0.0010835137012570328 0.0012649468447967216 0.0014961129250959937 0.0010185386424440071 0.0011243587307639994 0.001121619074528634 0.0010757089990665897 0.0010851337823939156 0.0010100496050375329 0.0018069216271260086 0.0010979990206505539
leaf_count=140 148 49 82 131 192 66 428 581 193 125 797 189
internal_value=0 0.000102511 0.000621699 -0.000400837 0.00150396 -0.000260204 -0.000537016 -0.000183452 0.000371041 -0.000285704 0.000617644 0.00077388
internal_weight=0 0.0144938 0.00596111 0.00276106 0.00320005 0.00853269 0.00722379 0.00610217 0.00502646 0.00394133 0.00293128 0.00218151
internal_count=3121 2973 643 213 430 2330 2190 1762 1181 988 863 238
is_linear=0
shrinkage=0.00637641


Tree=1968
num_leaves=12
num_cat=0
split_feature=42 12 475 48 4 42 43 151 2 15 16
split_gain=5.98832e-05 0.000146664 0.000113349 9.95729e-05 0.00016264 0.000169992 0.000114529 0.000115501 0.000104638 0.00015396 6.98796e-05
threshold=-1.0000000180025095e-35 0.051320000000000005 -1.0000000180025095e-35 0.12879500000000002 0.40473500000000007 0.091735000000000025 -0.083684999999999996 -0.024429999999999997 0.090545000000000014 -1.0000000180025095e-35 0.18438500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 6 -4 -8 -9 -10 -11
right_child=2 -3 3 -5 -6 -7 7 8 9 10 -12
leaf_value=0.00042194696954465845 -0.0017744449815744105 -0.0030962678399359279 0.0027110175992337156 -0.001694439046048411 0.0029863760875611807 -0.0018393689740378318 0.0024040642150560169 -0.0014324926960030283 0.0028759775659217991 0.000836261655017344 -0.0017913792836513061
leaf_weight=0.0014949093400598032 0.0013508924266873003 0.0010333192724827061 0.0012696481808105071 0.0010399585107888918 0.0013250103171724642 0.0015901849962526061 0.001147903785324869 0.001935864036009761 0.0010878754877197694 0.001061482379452694 0.0010266302178201236
leaf_count=133 448 729 236 81 223 492 115 428 113 64 59
internal_value=0 -0.00101599 0.000193111 0.000424549 0.000635534 0.000293974 0.000744529 0.000345672 -0.000116555 0.00068555 -0.00045563
internal_weight=0 0.00252823 0.0128355 0.0114846 0.0104446 0.00911959 0.0075294 0.00625976 0.00511185 0.00317599 0.00208811
internal_count=3121 862 2259 1811 1730 1507 1015 779 664 236 123
is_linear=0
shrinkage=0.00718087


Tree=1969
num_leaves=11
num_cat=0
split_feature=11 13 1 4 39 457 160 47 43 0
split_gain=5.84846e-05 5.9739e-05 0.000137047 0.000128985 0.00011359 0.000127614 0.000120814 0.000102031 0.000143768 0.00016055
threshold=0.081005000000000008 -0.084034999999999985 0.091615000000000016 -0.077679999999999985 0.091820000000000013 0.069910000000000014 -0.081069999999999989 0.092165000000000011 -0.16318499999999997 -0.14649999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -3 8 -8 -10
right_child=-2 4 -4 -5 -6 -7 7 -9 9 -11
leaf_value=0.0011463720858662326 -0.0013667610508457332 0.00092334112352212769 0.0022892810920532745 -0.0017897736809489968 0.0017839549181898247 0.0010869674787577373 0.00015267258839026424 9.9260938776255959e-06 -0.00094761388455454694 -0.0042886058415342624
leaf_weight=0.0014863387814428308 0.0012716144206026967 0.0013262359012454743 0.0016251570131515861 0.0011822131139458862 0.001153555637154067 0.001888950747805096 0.0010196113687237522 0.0017253599158241345 0.0011460377064591602 0.001414079663767543
leaf_count=207 182 333 249 418 152 179 105 170 73 1053
internal_value=0 0.000119312 0.000770533 -0.00015439 -0.000169731 -0.00043424 -0.00086756 -0.00131527 -0.00195399 -0.00279301
internal_weight=0 0.0139675 0.00429371 0.00266855 0.00967383 0.00852028 0.00663132 0.00530509 0.00357973 0.00256012
internal_count=3121 2939 874 625 2065 1913 1734 1401 1231 1126
is_linear=0
shrinkage=0.00663402


Tree=1970
num_leaves=18
num_cat=0
split_feature=14 1213 453 16 124 12 484 4 160 160 12 47 13 1 1 13 4
split_gain=0.000512503 0.000374517 0.000220454 0.000279747 0.000212838 0.000317876 0.000203796 0.00026344 0.000266752 0.000285224 0.000254496 0.000339093 0.000397606 0.000301507 0.000257318 9.94617e-05 9.27742e-05
threshold=0.076175000000000007 -1.0000000180025095e-35 1.0000000180025095e-35 -0.49446999999999991 0.08919500000000001 0.11650500000000001 -1.0000000180025095e-35 0.2623950000000001 -0.091944999999999985 -0.054789999999999998 -1.0000000180025095e-35 0.092165000000000011 -0.076599999999999988 0.090840000000000018 0.077565000000000009 -0.095539999999999986 0.40473500000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 16 5 6 -5 8 -8 -10 -11 12 15 14 -14 -12 -3
right_child=-2 2 -4 4 -6 -7 7 -9 9 10 11 -13 13 -15 -16 -17 -18
leaf_value=-0.00085821580679426969 -0.001038388881802721 0.00034746281563288246 -0.00055475275670317716 -0.00048883232784510992 0.00073208775188867749 -0.00075710299201403044 -0.00064467051661145529 0.00080265860523403058 0.00090891674182754531 -0.00043031597615087483 0.00024219765657172945 0.0008417765509145538 -0.00037105078999850308 -0.00079318990550014223 0.00057570045663905985 0.00083547669547049709 0.00097574893930040918
leaf_weight=0.0010040892056401981 0.0010515438916968147 0.0011544777998369017 0.001149558741364686 0.0013228262265591881 0.0010276962836882056 0.0011231156673267009 0.0011000306503530241 0.0012323990034015736 0.0010027391705078057 0.0019534839366257524 0.0015210149805264805 0.0014567970633491689 0.0014741104634925896 0.0015203822722375804 0.0011936166729993314 0.0011326954844166617 0.0010144332936459777
leaf_count=477 101 82 79 432 46 110 266 150 172 161 66 79 367 184 86 141 122
internal_value=0 4.55039e-05 9.00301e-05 0.000128575 6.3391e-05 2.05289e-05 7.91046e-05 0.000134398 6.77386e-05 0.000137368 6.19047e-05 0.000177773 3.63896e-05 -0.000254472 5.25525e-05 0.00049543 0.000641322
internal_weight=0 0.0213835 0.0203794 0.0192298 0.0170609 0.0160332 0.0149101 0.0135873 0.0123549 0.0112548 0.0102521 0.00829862 0.00684182 0.00418811 0.00266773 0.00265371 0.00216891
internal_count=3121 3020 2543 2464 2260 2214 2104 1672 1522 1256 1084 923 844 637 453 207 204
is_linear=0
shrinkage=0.00151575


Tree=1971
num_leaves=12
num_cat=0
split_feature=147 11 13 52 3 133 0 0 2 1 3
split_gain=5.47844e-05 9.94944e-05 7.82447e-05 0.000148409 0.000160066 9.52739e-05 9.35697e-05 0.000196331 0.000173372 0.000206828 7.32808e-05
threshold=0.087350000000000025 1.0000000180025095e-35 -0.0034749999999999994 -0.013374999999999998 -0.065229999999999996 0.083950000000000011 -0.019414999999999998 -0.10096999999999999 0.11215000000000001 0.094465000000000007 -0.075634999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 10 7 8 9 -4 -5
right_child=-2 -3 6 5 -6 -7 -8 -9 -10 -11 -12
leaf_value=0.00028660918190985779 0.0012350241108043036 -0.0014288396065698823 -0.00071971089426771861 0.00027311861485265174 0.0033878591604694585 0.0010593231745836872 0.00093105112619424365 -0.002446786307082437 -0.0019573408670427901 0.0023649723340504266 -0.0017587336199930922
leaf_weight=0.0011401348399970816 0.0010635744016464074 0.0015965614361675992 0.0014895685503464318 0.0010384547642948386 0.001002863884091933 0.0013401831175020654 0.0014581938035097414 0.0014724576754762825 0.0010687853084072191 0.001309423241584895 0.0012589327334200148
leaf_count=428 146 235 96 568 208 501 117 451 53 46 272
internal_value=0 -9.73603e-05 7.16347e-05 0.000555917 0.00173791 -0.000140429 -0.000340141 -0.00068725 -1.73966e-05 0.000723364 -0.000840305
internal_weight=0 0.0141756 0.012579 0.00578057 0.002143 0.00363757 0.00679843 0.00534023 0.00386778 0.00279899 0.00229739
internal_count=3121 2975 2740 1977 636 1341 763 646 195 142 840
is_linear=0
shrinkage=0.00566207


Tree=1972
num_leaves=17
num_cat=0
split_feature=14 52 453 16 52 376 1 4 0 15 0 15 2 4 0 42
split_gain=0.000387295 0.000205578 0.000231212 0.000230971 0.000239646 0.000174567 0.000177266 0.000352659 0.000255113 0.000159707 0.000288209 0.000284948 0.000128427 0.000103025 8.41117e-05 5.24944e-05
threshold=0.062655000000000016 -0.40306999999999998 1.0000000180025095e-35 -0.5048999999999999 -0.081429999999999989 1.0000000180025095e-35 0.08844500000000001 -0.083854999999999985 0.11070500000000001 -0.14147499999999996 -0.084144999999999984 -0.015744999999999999 0.097070000000000004 -0.0039549999999999993 -0.10836499999999999 0.081660000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 15 12 6 7 8 -6 -8 11 14 13 -5 -11 -3
right_child=-2 2 -4 4 5 -7 9 -9 -10 10 -12 -13 -14 -15 -16 -17
leaf_value=-0.00053405333799460262 -0.00087170936861976896 0.00081208501987673236 -0.00057921167893584759 -0.00010240791415480845 0.00047844125014922438 0.00045981885149081961 -0.00036765048232631779 -0.00087530617461764181 -0.00049677655962624421 -0.00011466308228582737 -0.0004065102290804714 0.00096283049152686795 0.0007658628863622055 0.00047893904409732784 0.00041597342487135271 0.00034219450826957154
leaf_weight=0.001255946513223939 0.0010479339924917 0.0010147777986278207 0.0010821559817514306 0.0012826422632569168 0.0011956905032129948 0.0012927479007153264 0.0016000430341116395 0.0016164924166597559 0.0010869178425058773 0.0015666176720086078 0.0014003847190267038 0.0011755385940279695 0.0012097894280311827 0.0013056977985488145 0.0010651096945500926 0.0010038069906949318
leaf_count=314 104 108 69 186 296 73 167 996 43 60 315 53 128 87 50 72
internal_value=0 3.67132e-05 7.46451e-05 0.00011436 5.50643e-05 -4.58886e-05 -0.000106948 -0.000354649 1.40683e-05 3.49224e-05 0.000158612 0.000366475 0.000374008 0.000190855 0.000100096 0.000578417
internal_weight=0 0.0201544 0.0188984 0.0178163 0.0157977 0.0119995 0.0107068 0.0038991 0.00228261 0.00680769 0.00520765 0.00380727 0.00379813 0.00258834 0.00263173 0.00201858
internal_count=3121 3017 2703 2634 2454 2053 1980 1335 339 645 478 163 401 273 110 180
is_linear=0
shrinkage=0.00145689


Tree=1973
num_leaves=17
num_cat=0
split_feature=1213 14 124 123 12 4 13 48 132 14 0 3 457 3 15 15
split_gain=0.000452664 0.000307694 0.000262317 0.000343177 0.000397834 0.000328408 0.000307369 0.00029317 0.000258586 0.00021271 0.000283544 0.000395193 0.000332753 0.000240745 0.000175548 8.18686e-05
threshold=-1.0000000180025095e-35 0.062655000000000016 0.10281000000000001 1.0000000180025095e-35 -1.0000000180025095e-35 -0.49405499999999997 -0.23438999999999996 0.12649500000000002 0.079970000000000013 -0.10708499999999999 -0.082974999999999979 -0.10023499999999998 -0.0029299999999999994 0.090900000000000009 -0.0063699999999999989 -0.10091499999999999
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 -8 12 -12 -11 14 15 -14
right_child=1 -3 -4 -5 5 6 7 -9 -10 10 11 -13 13 -15 -16 -17
leaf_value=-0.0010366793274831673 -0.0007936377889758517 -0.00080690274684838291 0.00084094420455089862 0.00074092389310863056 -0.00074366218091208628 0.00082107914201393799 -0.00053095366248117899 -0.00064594427001929162 0.00087641319854986236 -0.00050703592862224461 0.00026771003635299716 -0.00084697166600691809 0.00022542450705611536 0.00097059919805641322 0.00063943131559930525 -0.0003606086049766475
leaf_weight=0.001017041258310084 0.0015220941706518198 0.0010170827320677969 0.0010725513429731262 0.0015950967148207823 0.0012042138777415895 0.0013816395673504856 0.0013798014818533532 0.001389761575019687 0.001025174776291147 0.0010516385628859242 0.0016688948605295684 0.001503622811691769 0.001441762127389638 0.0016322367351584433 0.001741418646221524 0.0010068135814342797
leaf_count=491 160 90 39 234 135 79 62 67 163 151 130 646 104 65 224 281
internal_value=0 3.98419e-05 8.16142e-05 3.99435e-05 -2.23512e-05 4.91148e-05 0.000111828 4.103e-05 0.000117707 4.96345e-05 0.000129374 -0.000260596 0.000309358 0.000456819 0.000256673 -1.55426e-05
internal_weight=0 0.0216338 0.0206167 0.0195442 0.0179491 0.016427 0.0152228 0.0138411 0.0124514 0.0114262 0.0100464 0.00317252 0.00687387 0.00582223 0.00418999 0.00244858
internal_count=3121 2630 2540 2501 2267 2107 1972 1893 1826 1663 1601 776 825 674 609 385
is_linear=0
shrinkage=0.00157699


Tree=1974
num_leaves=11
num_cat=0
split_feature=1 15 42 3 151 2 4 12 160 2
split_gain=6.03504e-05 0.000111746 0.000126462 9.38323e-05 8.46244e-05 0.000117418 9.46535e-05 8.48503e-05 7.52775e-05 6.71567e-05
threshold=0.12500000000000003 0.095175000000000023 0.092620000000000022 0.11296500000000002 -0.081154999999999991 0.086590000000000014 0.15285000000000001 0.088305000000000008 0.085330000000000003 0.10222000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 -1 7 8 -6 9 -7
right_child=3 -3 -4 -5 5 6 -8 -9 -10 -11
leaf_value=-0.0010974336441177826 0.0020002883899638375 -0.002020868999457936 -0.0017483278210238245 -0.0004086447091532956 -0.0013521985330705048 0.0008155650631130626 0.0022827866013603059 0.00058843717095219243 0.0017623436888714852 -0.00096302043546789566
leaf_weight=0.0015059444049921921 0.0012571645947970249 0.0010747528323207982 0.0013239974904301214 0.0010899011436527051 0.0017844531447750835 0.0016906243184250996 0.0014529164746712731 0.0014948220708822513 0.0012383625942665732 0.0014021349764395813
leaf_count=351 149 364 379 130 546 492 141 250 104 215
internal_value=0 -0.000165412 2.25897e-06 0.000881658 0.000221553 0.000440713 0.000955673 -0.000467581 0.00051048 9.22461e-06
internal_weight=0 0.012968 0.0118933 0.00234707 0.0105693 0.00906331 0.00578404 0.00327928 0.00433112 0.00309276
internal_count=3121 2842 2478 279 2099 1748 952 796 811 707
is_linear=0
shrinkage=0.00600863


Tree=1975
num_leaves=18
num_cat=0
split_feature=1213 124 4 47 14 484 160 42 0 12 15 16 52 48 0 15 13
split_gain=0.000445224 0.00025554 0.000246413 0.000259515 0.000282183 0.000272568 0.000256056 0.000270369 0.000286475 0.000204082 0.000264456 0.000215827 0.000171939 0.000160999 0.00024834 5.55574e-05 3.84687e-05
threshold=-1.0000000180025095e-35 0.10195500000000002 -0.49405499999999997 0.13148500000000005 0.054835000000000009 0.085130000000000011 -1.0000000180025095e-35 0.08623500000000002 -0.082974999999999979 -1.0000000180025095e-35 0.088495000000000018 -0.27167499999999994 -0.012164999999999999 0.086035000000000014 -0.10607499999999999 -0.026084999999999994 -0.0034749999999999994
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 5 6 12 9 15 -8 11 -11 -4 14 -13 -9 -16
right_child=1 -3 3 -5 -6 -7 7 8 -10 10 -12 13 -14 -15 16 -17 -18
leaf_value=-0.001036998326929965 -0.00060915532963014718 0.00083123668590643295 3.2184900685619324e-05 -0.00074363263999078751 -0.00071346607311673982 0.0007563370142390335 -0.00053563483979062257 0.00066294236694614689 -3.4163748163575416e-05 -0.00025764551921510291 -0.00058375050823188286 0.0012397987838274687 -0.00088812889165894218 3.1902510244758534e-05 0.0005184295547568643 0.0011853662109895813 8.1756346390314484e-05
leaf_weight=0.0010463650020624679 0.001590664372775919 0.0010007164502616175 0.0010174907046957907 0.0010073759828528308 0.001048520494510762 0.0017040326185207002 0.0014430085256966459 0.0010819077746629796 0.001338816276196122 0.0016611331459741837 0.0011688611761547785 0.0011192604441951888 0.0010856891367849392 0.0018431987183596954 0.0010470777494125437 0.0010263034324649034 0.0010408430651036972
leaf_count=491 152 42 172 51 96 297 179 119 325 106 153 25 367 124 217 63 142
internal_value=0 3.7796e-05 -1.46438e-06 5.04116e-05 9.57931e-05 0.000146978 7.71653e-05 0.000162815 0.000547732 2.05032e-05 0.00012234 0.000245311 -0.000442893 0.00041074 0.000628461 0.000917265 0.000300745
internal_weight=0 0.0212249 0.0202242 0.0186335 0.0176261 0.0165776 0.0148736 0.0127704 0.00344703 0.00932338 0.00788037 0.00671151 0.00210318 0.00505038 0.00320718 0.00210821 0.00208792
internal_count=3121 2630 2588 2436 2385 2289 1992 1453 507 946 767 614 539 508 384 182 359
is_linear=0
shrinkage=0.00160853


Tree=1976
num_leaves=19
num_cat=0
split_feature=1213 453 14 11 4 151 160 42 15 150 0 43 1 0 133 1 43 16
split_gain=0.000370179 0.000248907 0.000236042 0.000275952 0.000389812 0.000206865 0.000356599 0.000293272 0.000291968 0.000352547 0.000331934 0.000350711 0.000302708 0.000202175 0.00019197 0.000191331 0.000145501 0.000137424
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.054835000000000009 0.088215000000000002 0.27287000000000006 -0.055494999999999996 -0.091944999999999985 -0.095859999999999987 -0.10203999999999998 0.087380000000000013 -0.10096999999999999 -0.074359999999999996 0.088485000000000022 -0.12333499999999999 0.084990000000000024 0.093100000000000002 0.070450000000000013 -0.16075999999999999
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 15 -7 -8 -9 10 13 14 16 -10 -12 -2 -13 -6
right_child=1 -3 -4 -5 17 6 7 8 9 -11 11 12 -14 -15 -16 -17 -18 -19
leaf_value=-0.00084102184518928516 7.3415732397624496e-05 -0.00061716742896684377 -0.00060658998795712479 -0.00059460321353142407 0.0011231616527656414 -0.00071659878382960705 -0.00060059926532048146 -0.00048665084957731761 0.00042016375189334992 -0.00038400280396959114 0.00087390685511161642 -0.00024829364824590988 -0.00076866786736048325 0.0013349976149747019 9.3163386695838045e-05 0.00096406728101611206 0.00045065871660784283 0.00036933850520578647
leaf_weight=0.0010677591077741929 0.001041907912610252 0.0011635467748539177 0.0010212546220347276 0.0011045251155756821 0.0010454213059449408 0.0012831958373541565 0.0011847526081265056 0.0013093808388392443 0.0010366353132305051 0.0015970282833288616 0.0017910797204809537 0.0010710977061509728 0.0010288948928641461 0.0010145638224749991 0.0010664773079152173 0.0010064933062121639 0.0015425793888857731 0.0010084732474835148
leaf_count=491 232 79 96 98 212 298 113 134 40 97 156 345 200 25 186 137 105 77
internal_value=0 3.80205e-05 7.58467e-05 0.000112274 0.000155582 7.87644e-05 1.51784e-05 8.94528e-05 0.000160806 0.000244343 0.000361691 0.000200449 -9.92838e-05 0.000872659 0.000582523 0.000511042 0.000164225 0.00075303
internal_weight=0 0.0213173 0.0201538 0.0191325 0.018028 0.0159741 0.0139257 0.0126425 0.0114577 0.0101484 0.00855133 0.00650013 0.00364257 0.0020512 0.00285756 0.0020484 0.00261368 0.00205389
internal_count=3121 2630 2551 2455 2357 2068 1699 1401 1288 1154 1057 992 650 65 342 369 450 289
is_linear=0
shrinkage=0.00145689


Tree=1977
num_leaves=12
num_cat=0
split_feature=52 52 51 42 47 50 4 151 43 2 2
split_gain=5.95914e-05 0.000141273 0.000109378 0.000137031 0.000116148 0.000184885 0.000160771 0.000124659 0.000104287 0.000111754 8.84827e-05
threshold=-0.24456499999999998 -0.090859999999999982 -0.076794999999999988 -1.0000000180025095e-35 0.10904500000000002 0.07826000000000001 0.24564500000000003 -0.024429999999999997 -0.084004999999999982 0.090545000000000014 0.10803500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 7 -5 -9 -10 -11
right_child=1 2 3 4 -6 -7 -8 8 9 10 -12
leaf_value=-0.0011688783582038495 0.0021308563963086903 -0.0019684430667510082 -0.0017785752066560385 0.0025251184620846663 -0.001702737289041319 -0.001813306955850216 0.0029173555137178373 0.0018687715451110611 -0.0021183728599902794 0.0017064462989434268 -0.00082312562239683119
leaf_weight=0.0017227182713790068 0.0014078950245162364 0.0012252171352024879 0.001453164024708231 0.0011206851609088546 0.0010261901954134048 0.001153305558819092 0.0015828434596445104 0.0010878107838757679 0.0012118565852573147 0.0011305493315661736 0.0013181403098805333
leaf_count=364 274 253 681 163 89 307 277 105 358 181 69
internal_value=0 0.000140153 -8.7528e-05 0.000120377 0.000406887 0.000658465 0.00104101 0.000534976 6.52715e-05 -0.000470678 0.000344767
internal_weight=0 0.0137177 0.0123098 0.0110845 0.00963138 0.00860519 0.00745189 0.00586904 0.00474836 0.00366055 0.00244869
internal_count=3121 2757 2483 2230 1549 1460 1153 876 713 608 250
is_linear=0
shrinkage=0.00663402


Tree=1978
num_leaves=12
num_cat=0
split_feature=376 1 13 43 16 47 1 3 15 2 12
split_gain=5.92692e-05 9.03319e-05 0.000123472 0.000115899 0.000123433 0.000131215 9.55637e-05 0.000152651 0.000199063 0.000124992 6.20267e-05
threshold=0.088470000000000007 0.12500000000000003 0.18141000000000002 -0.14968999999999996 0.22339500000000004 0.092530000000000015 0.094385000000000011 0.090900000000000009 -0.0063699999999999989 0.11215000000000001 0.086850000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 8 -5 -8 -10
right_child=-2 -3 -4 4 -6 -7 9 -9 10 -11 -12
leaf_value=0.0019568494737401449 0.0015163381951193112 0.0011947469246096371 -0.0023373940155467896 -0.0032683133245134605 -0.0023852772820927488 -0.0020570622796227426 0.0022381804676797038 0.0017921720119042695 -0.00097013675615631304 -0.00035769068049894119 0.0010942196297989311
leaf_weight=0.0010429403179346179 0.0010117221905473353 0.0019334619235011974 0.0011595309290380893 0.0011243749235087643 0.0010923684844013426 0.001218367304726283 0.001796678583814923 0.0010762341794325891 0.0012656680190064841 0.0013929743581081455 0.0011988997500463998
leaf_count=114 64 239 127 613 366 179 249 53 352 117 648
internal_value=0 -0.000112593 -0.000316966 -0.000107951 -0.00031979 -7.11155e-05 0.000236926 -0.000356262 -0.00100052 0.00110452 3.40784e-05
internal_weight=0 0.0143015 0.012368 0.0112085 0.0101656 0.0090732 0.00785483 0.00466518 0.00358894 0.00318965 0.00246457
internal_count=3121 3057 2818 2691 2577 2211 2032 1666 1613 366 1000
is_linear=0
shrinkage=0.00650394


Tree=1979
num_leaves=11
num_cat=0
split_feature=14 2 48 0 40 3 2 3 15 42
split_gain=5.43376e-05 8.41407e-05 0.000194766 0.000213428 0.000147491 0.000144173 0.000140304 0.000151384 0.000101854 9.23844e-05
threshold=-0.10708499999999999 0.10912000000000001 0.12649500000000002 -0.17169499999999996 -1.0000000180025095e-35 -0.078934999999999991 0.083795000000000022 0.092670000000000016 -0.033689999999999991 0.084050000000000014
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 -2 9 8 -8 -7 -6
right_child=1 2 -4 -5 5 6 7 -9 -10 -11
leaf_value=-0.0011658708756906765 -0.0020239694061516202 0.0038887762888006085 -0.0013990128798025494 0.00042576076127354113 0.00013320589663436139 0.00061019406971325393 -0.001827126151167345 0.0011003171337430403 0.0030882503069116578 -0.0017515788794575224
leaf_weight=0.0013272583375122044 0.0013547981891402156 0.0010138613657760254 0.0010006551256398488 0.0017543276186755613 0.0019341701575418093 0.0012221330533011138 0.0011430096273272392 0.0014427632029851978 0.0011741554174342301 0.0018246800295912257
leaf_count=140 200 60 76 398 817 136 307 112 143 732
internal_value=0 0.000106752 0.00087286 0.00169411 -0.000179244 0.000106679 0.000776967 -0.000193724 0.00182441 -0.000781736
internal_weight=0 0.0138646 0.00376884 0.00276819 0.0100957 0.00874091 0.00498206 0.00258577 0.00239629 0.00375885
internal_count=3121 2981 534 458 2447 2247 698 419 279 1549
is_linear=0
shrinkage=0.00600863


Tree=1980
num_leaves=17
num_cat=0
split_feature=1213 14 453 4 160 39 13 12 16 47 52 52 52 2 16 4
split_gain=0.000453458 0.000264407 0.000225565 0.000280464 0.000225497 0.000266882 0.000244172 0.000222688 0.000215223 0.000207321 0.000321269 0.000279723 0.000214584 0.000197845 0.000178206 0.000145701
threshold=-1.0000000180025095e-35 0.062655000000000016 1.0000000180025095e-35 0.27287000000000006 -0.091944999999999985 0.096625000000000016 -0.084034999999999985 0.095780000000000018 -0.076669999999999988 0.11518500000000002 -0.10925999999999998 -0.081429999999999989 -0.0064899999999999992 0.099185000000000009 -0.079109999999999986 -0.10429499999999998
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 13 -5 10 -8 -12 -13 -6 -14 -16
right_child=1 -3 -4 8 5 -7 9 -9 -10 -11 11 12 14 -15 15 -17
leaf_value=-0.00099768974763410519 -0.00051533383512822784 -0.00071740409410128258 -0.00058054203737531061 0.00091792413904690819 0.00040034128572878907 -0.00051790106010549065 -0.00084446475478594984 -2.1761791201664519e-05 7.4322720913787472e-05 0.00066255150639697366 0.00070840038820323408 -0.00056831898431030595 -0.00030420090573314145 0.0012360739476500232 -0.00011690584762615195 0.00058856087152777369
leaf_weight=0.0010334149846141496 0.0015710570897217611 0.0010360355840423044 0.0011657500066164497 0.0015839451823542461 0.0017871762906511825 0.0015053730717422562 0.0010512723624519684 0.0014800622429760324 0.0012377833621576564 0.0010210676326182231 0.0012379011617567031 0.0015528144311212962 0.0016964182650250331 0.0010235071310256139 0.0010943111974865971 0.0017454456757363783
leaf_count=491 339 90 79 249 322 73 317 36 77 57 108 160 346 83 28 266
internal_value=0 2.99021e-05 6.72077e-05 0.000105757 3.13514e-05 8.78735e-05 0.000154486 0.000454094 0.000547869 1.77143e-05 -6.08736e-05 5.15571e-05 -8.19801e-05 0.000704672 8.45024e-05 0.000316707
internal_weight=0 0.0217899 0.0207539 0.0195881 0.0167664 0.0151953 0.01369 0.00429075 0.00282173 0.00939923 0.00837816 0.00732689 0.00608899 0.00281068 0.00453618 0.00283976
internal_count=3121 2630 2540 2461 2135 1796 1723 441 326 1282 1225 908 800 405 640 294
is_linear=0
shrinkage=0.00151575


Tree=1981
num_leaves=18
num_cat=0
split_feature=1213 14 453 16 484 475 50 12 47 2 3 1 4 1 43 15 2
split_gain=0.000472884 0.000390127 0.000201879 0.000257406 0.000231565 0.000220672 0.000240945 0.000152771 0.000263202 0.000233272 0.000245248 0.000288498 0.000216978 0.000214934 0.000306067 0.000200745 0.000106553
threshold=-1.0000000180025095e-35 0.076175000000000007 1.0000000180025095e-35 -0.49446999999999991 -1.0000000180025095e-35 -0.048844999999999993 0.099450000000000011 -0.040564999999999997 0.092165000000000011 0.11585500000000001 0.13524500000000003 0.090840000000000018 0.0067750000000000006 0.077565000000000009 -0.084004999999999982 -0.055554999999999993 0.10912000000000001
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 -5 -6 7 -7 9 10 11 13 -13 14 -9 -10 -2
right_child=1 -3 -4 4 5 6 -8 8 15 -11 -12 12 -14 -15 -16 -17 -18
leaf_value=-0.00089510945486602565 0.00084601469392451938 -0.00076842871414020556 -0.00046436575436302366 -0.00046444491269634233 0.00066165415697306369 -0.00034301743207127111 0.00062073084245253048 0.00013737395587701926 9.5535333850192079e-05 0.00052288306571307628 0.00047620087040575108 -0.0010499522121945801 -0.00025843237355267242 0.00033691751344206382 -0.00078992259963119352 0.00086650714532048631 0.00023979049824219309
leaf_weight=0.0010317703405733755 0.0010904051953956008 0.0010381323212336193 0.0011793011730870098 0.0014239576967612485 0.0011817996269903866 0.0019451990956901423 0.0012633047989866622 0.0015363427824997009 0.0013070728857498271 0.0011791410931696342 0.0010982845983384948 0.0010105764075242218 0.0016546835273736349 0.0019513239845636576 0.0011111756116510023 0.0011502106418674893 0.0010133433806035763
leaf_count=491 109 87 79 462 301 219 161 153 72 121 27 163 37 132 392 20 95
internal_value=0 3.70836e-05 7.67226e-05 0.000108761 5.61771e-05 0.000101411 5.78731e-05 6.87911e-06 6.36029e-05 -3.75598e-05 -0.000116585 -0.000206211 -0.00055855 -2.01225e-06 -0.000251817 0.000456414 0.000554006
internal_weight=0 0.0221343 0.0210961 0.0199168 0.0178131 0.0163891 0.0152073 0.013944 0.0119988 0.00954153 0.00836239 0.0072641 0.00266526 0.00459884 0.00264752 0.00245728 0.00210375
internal_count=3121 2630 2543 2464 2260 1798 1497 1336 1117 1025 904 877 200 677 545 92 204
is_linear=0
shrinkage=0.00134594


Tree=1982
num_leaves=12
num_cat=0
split_feature=52 52 4 376 42 160 151 12 52 4 0
split_gain=5.4421e-05 0.000102685 0.000127389 9.2673e-05 9.37761e-05 0.000101123 0.000163365 0.00019267 0.000152976 0.000214514 5.95401e-05
threshold=-0.38533999999999996 -0.081429999999999989 -0.033174999999999989 0.048375000000000008 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 0.095330000000000012 0.077655000000000016 0.053180000000000012 -0.14001499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 10 -7 8 9 -8 -6
right_child=1 3 -4 -5 5 6 7 -9 -10 -11 -12
leaf_value=-0.0013494410768711336 -0.00048838574092384607 -0.0023450519389073728 0.0028161869768321187 0.0018457791112991397 -0.00024235558038175197 -0.0019078769414409165 -0.0016374040833713086 -0.0017515928729518262 0.0034073893190526374 0.0025019635831996772 -0.0027046741760294517
leaf_weight=0.0014627803421757004 0.0010650986914415503 0.0011605410064272357 0.001517465546939629 0.0011074402391566722 0.0010041392850604347 0.0014272256872316673 0.0012788225155703345 0.0011744391008815802 0.0015799842261598473 0.0014146253896302752 0.0011083474358712358
leaf_count=334 155 671 282 92 86 149 208 179 226 131 608
internal_value=0 0.000136122 0.00145332 -0.000166106 -0.000385658 -0.000132647 0.000298018 0.000875915 0.00159802 0.000536633 -0.00153425
internal_weight=0 0.0138381 0.00258256 0.0112556 0.0101481 0.00898758 0.0068751 0.00544787 0.00427343 0.00269345 0.00211249
internal_count=3121 2787 437 2350 2258 1587 893 744 565 339 694
is_linear=0
shrinkage=0.00732449


Tree=1983
num_leaves=11
num_cat=0
split_feature=1 0 3 2 11 3 52 133 1 0
split_gain=5.35551e-05 0.000146714 9.32143e-05 0.000132446 0.000187546 0.000127361 9.44193e-05 8.90285e-05 8.03263e-05 2.98494e-05
threshold=0.077565000000000009 -0.059114999999999994 0.086245000000000016 0.082850000000000021 1.0000000180025095e-35 -0.078934999999999991 0.0031350000000000002 1.0000000180025095e-35 0.11061500000000002 -0.084269999999999984
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -2 8 -3 -4 -7
right_child=2 7 6 4 -6 9 -8 -9 -10 -11
leaf_value=-0.002076309657291121 -0.0012793922431303081 0.0012883384676943134 3.2715637023902481e-05 0.0036999461877634857 -1.5769869539780919e-05 0.00028823056536481025 0.0013135306197867209 -0.0010697075044595894 -0.0018210921440746709 0.0018100111442477509
leaf_weight=0.0016829456475780866 0.0016636072168108376 0.0015911932265548758 0.0019218018299467232 0.0012077751485561686 0.001017667399236033 0.0010041592228245688 0.0010051210181136749 0.0011017414804320239 0.0018800311939172198 0.0010961187768438116
leaf_count=1460 368 97 134 235 173 101 90 79 140 244
internal_value=0 -0.000599391 0.000236849 0.000767643 0.0020008 3.85268e-05 -0.000424506 0.000323608 -0.000884004 0.00108244
internal_weight=0 0.00437588 0.0107963 0.00598933 0.00222544 0.00376389 0.00480695 0.00269293 0.00380183 0.00210028
internal_count=3121 1636 1485 1121 408 713 364 176 274 345
is_linear=0
shrinkage=0.00637641


Tree=1984
num_leaves=12
num_cat=0
split_feature=2 2 52 43 13 16 2 12 43 12 2
split_gain=5.44565e-05 5.54707e-05 0.0001301 0.000149861 0.000109803 0.000106048 8.99362e-05 7.70667e-05 7.693e-05 0.000186783 7.28024e-05
threshold=-1.0000000180025095e-35 0.099185000000000009 -0.088204999999999992 -0.088004999999999986 -0.08971999999999998 -0.36241499999999999 0.12358500000000001 0.092755000000000018 -0.0037449999999999996 0.090455000000000021 0.083585000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 7 -6 -7 -3 9 -4 -10
right_child=1 4 8 -5 5 6 -8 -9 10 -11 -12
leaf_value=0.001317522044508967 -0.00014078169348923967 0.0026959872982792541 -0.0026733226503232342 -0.0036094289015264113 -0.0020782828886813111 -0.00053912824794057968 0.0016763206530615736 0.00026913729412290856 0.0020883208093519646 0.00075800061441252855 -7.3467014662154618e-06
leaf_weight=0.0011701096426616252 0.001018542885874274 0.0010849939356371019 0.0011674088652118709 0.0010072475759793304 0.0010050440753789185 0.0019694051714546114 0.0011983331413458753 0.0010439043653445654 0.0010349310120152362 0.0014414089333975831 0.001932539953042503
leaf_count=199 122 155 733 257 144 417 158 45 162 372 357
internal_value=0 -0.000114777 -0.000481471 -0.00186544 0.000327587 -0.000273615 0.000298961 0.00150598 2.13042e-05 -0.000777468 0.000723535
internal_weight=0 0.0139038 0.00760208 0.00202579 0.00630168 0.00417278 0.00316774 0.0021289 0.00557629 0.00260882 0.00296747
internal_count=3121 2922 2003 379 919 719 575 200 1624 1105 519
is_linear=0
shrinkage=0.00637641


Tree=1985
num_leaves=18
num_cat=0
split_feature=14 13 13 52 157 16 16 150 1 4 133 2 2 160 15 4 16
split_gain=0.000478927 0.000244244 0.000349959 0.000206418 0.000244839 0.000257135 0.000258118 0.000455716 0.000388757 0.000316769 0.000247877 0.000280731 0.000204401 0.000173256 0.000192665 0.000161874 0.000109184
threshold=0.076175000000000007 -0.53104499999999988 -0.39067499999999994 -0.40306999999999998 -0.08107499999999998 0.25084500000000004 -0.056919999999999991 -1.0000000180025095e-35 0.11551000000000002 0.36766000000000004 -1.0000000180025095e-35 0.092755000000000018 0.089885000000000007 0.085045000000000023 -0.036009999999999993 -0.111605 -0.084119999999999986
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 6 7 -6 9 10 -9 12 16 14 -8 -16 -12
right_child=-2 2 3 4 5 -7 13 8 -10 -11 11 -13 -14 -15 15 -17 -18
leaf_value=-0.00069528107229105407 -0.0010117338260264375 0.00080372988426878286 -0.00061411029133779586 0.00066718165437660941 -0.0008781852580848975 0.00058531673729571949 -0.00096595344161722735 -0.00079263445350176832 0.00083708264972035299 0.00078420900055460499 -0.00027593689465890052 -0.00044847923179435498 0.00088329317790321945 0.00021326077665322643 -0.00063699215249410953 0.00011113966480170814 0.00039513640685946428
leaf_weight=0.0010425816370820363 0.0010961225829501089 0.0014520329923262089 0.0011647006795539516 0.001448476399589115 0.001052049613242235 0.0016489115232758969 0.0013334889640859021 0.0010304228193110682 0.0018143589172172278 0.0011471049930719401 0.0011872806526330125 0.0018314958900508202 0.001015709176377888 0.0010783451183221243 0.0013385591416666953 0.0014297125204263414 0.0011321336245159724
leaf_count=34 101 107 310 234 48 116 226 570 159 75 151 190 67 158 77 311 187
internal_value=0 3.52082e-05 7.12945e-05 1.71789e-05 5.69486e-05 5.07473e-06 -5.70907e-05 8.55202e-05 0.000196222 3.78989e-05 -0.000100247 3.78417e-05 0.000304907 -0.000338193 -0.000483169 -0.000250609 5.16219e-05
internal_weight=0 0.0221474 0.0211048 0.0196528 0.018488 0.0170396 0.0153907 0.0102106 0.00915851 0.00734415 0.00619704 0.00516662 0.00333512 0.00518011 0.00410176 0.00276827 0.00231941
internal_count=3121 3020 2986 2879 2569 2335 2219 1447 1399 1240 1165 595 405 772 614 388 338
is_linear=0
shrinkage=0.00154607


Tree=1986
num_leaves=19
num_cat=0
split_feature=1213 43 133 42 40 160 151 474 160 4 43 52 49 4 151 2 0 13
split_gain=0.000450308 0.000242285 0.000347008 0.000231197 0.000429933 0.000287489 0.0005862 0.000428297 0.00036015 0.000271249 0.000261144 0.000172894 0.00027605 0.000375379 0.000299217 0.000229884 0.000228956 0.000177294
threshold=-1.0000000180025095e-35 0.24789500000000006 -0.085499999999999979 -0.11466499999999999 -0.012109999999999998 -1.0000000180025095e-35 -0.090369999999999992 0.084660000000000027 -0.22361499999999998 0.27287000000000006 -0.081289999999999987 0.077655000000000016 -0.043469999999999995 0.053180000000000012 0.077805000000000013 0.092480000000000021 0.0059850000000000016 -0.0018299999999999998
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 10 7 -7 8 -6 11 -5 12 14 17 15 -8 -13 -14
right_child=1 -3 3 4 5 6 9 -9 -10 -11 -12 16 13 -15 -16 -17 -18 -19
leaf_value=-0.0011016276854971412 0.00072363256507343334 -0.0008568380930560588 -0.00072821244104490058 -5.719447720077249e-05 -0.00031353212223282271 -0.0011051582406302175 0.00027883072406006683 0.00015897789420244148 -0.0015139597643001126 0.00069323472124630252 0.00098660674997907006 0.00066644362093103409 -0.0003274720350780791 7.0027532506944517e-05 0.0008036942749826974 -0.00070498974443474935 -0.00019874993449491035 -0.0011651715657714432
leaf_weight=0.001212580351801342 0.0011576064678674126 0.0010606029368870609 0.0015122290961498202 0.0010295214194700752 0.0011216107503940267 0.001213554575785202 0.001253334572393074 0.0012643704581706272 0.0012782174503043536 0.0012857769263343302 0.001291834599986128 0.001567288103590637 0.0010142372825087511 0.0020143821378865445 0.0011358097663718425 0.0010378106930239994 0.001370343259043949 0.0014927423244731662
leaf_count=491 197 169 109 135 207 73 41 182 329 123 130 252 302 91 33 41 29 187
internal_value=0 -0.000135051 -0.000100319 -0.000145993 -0.00010054 -0.000185531 -8.04898e-05 -0.000569244 -0.000952914 2.16725e-05 0.000523681 -5.7648e-05 -0.000176101 -0.000426945 0.000154851 -0.000166806 0.000262849 -0.000826267
internal_weight=0 0.0231013 0.0220407 0.0208831 0.0193708 0.0170495 0.0133853 0.0036642 0.00239983 0.0121717 0.00232136 0.0108859 0.00794832 0.00452136 0.00342696 0.00229115 0.00293763 0.00250698
internal_count=3121 2630 2461 2264 2155 1890 1172 718 536 1099 265 976 695 580 115 82 281 489
is_linear=0
shrinkage=0.00154607


Tree=1987
num_leaves=19
num_cat=0
split_feature=14 1213 44 1374 457 1 130 0 16 151 160 16 42 43 0 2 2 0
split_gain=0.000583904 0.000428519 0.000294689 0.000215988 0.000379435 0.000339477 0.000279496 0.000340042 0.000471149 0.000294008 0.000578734 0.000251731 0.000227118 0.00020872 0.000202789 0.000198348 0.000287678 0.000243683
threshold=0.076175000000000007 -1.0000000180025095e-35 1.0000000180025095e-35 -0.08070999999999999 0.085360000000000005 0.12811000000000003 -0.0015749999999999998 0.18019500000000002 0.22339500000000004 -0.0017399999999999998 -0.090969999999999981 -0.23935499999999996 -1.0000000180025095e-35 -0.043144999999999996 -0.050684999999999994 0.090425000000000019 0.11215000000000001 -0.10151999999999999
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 -5 8 9 11 -11 -8 -12 -14 -7 17 -17 -15
right_child=-2 2 -4 4 -6 14 7 -9 -10 10 12 -13 13 15 -16 16 -18 -19
leaf_value=-0.00092070605158795068 -0.001064939702271582 -0.0005436165596405389 -0.00073445913490404044 -0.00071289795751285827 0.00083787927238490535 0.0010484926292711621 -0.00090249672892159976 0.00086955293310420588 -0.00072559011292660461 -0.00083892749654744362 -0.00021568152614476714 7.7316526670157792e-05 0.00094246724291249036 0.00048215615663057442 0.00019652762255089923 0.0010616428511734293 9.2154094162819292e-05 -0.0005838375656350474
leaf_weight=0.0010730492919458481 0.0012157961651018115 0.0011184856985551042 0.0010155372761175832 0.0012041156683112548 0.0017715102943233188 0.0012630464052263701 0.0011239595952980963 0.0011486332346208892 0.0018767005689866037 0.0010540435659114724 0.0012892501943144487 0.0014168726094901047 0.0018058645353640889 0.0010469341915859661 0.0014170642337376768 0.0014949404122630572 0.0014327984808879535 0.0010043204093168586
leaf_count=477 101 56 60 199 140 124 49 26 339 269 268 271 298 26 86 84 76 172
internal_value=0 3.3802e-05 7.93557e-05 0.000117852 0.000154208 8.90181e-05 3.21036e-06 6.18914e-05 -6.59591e-06 0.000109039 0.000238514 -0.000356113 0.00037917 0.000492203 0.00059803 0.000328893 0.000587187 -3.9768e-05
internal_weight=0 0.0235571 0.0224841 0.0214685 0.0203501 0.0185785 0.0158984 0.0146943 0.0135457 0.011669 0.00912815 0.00254083 0.00807411 0.00678486 0.00268011 0.00497899 0.00292774 0.00205125
internal_count=3121 3020 2543 2483 2427 2287 2077 1878 1852 1513 1193 320 924 656 210 358 160 198
is_linear=0
shrinkage=0.00154607


Tree=1988
num_leaves=20
num_cat=0
split_feature=14 45 128 124 4 13 132 4 157 160 12 133 151 457 150 13 4 1 4
split_gain=0.00048214 0.000295514 0.000281193 0.000332838 0.000255442 0.000333568 0.000395122 0.000387242 0.000421075 0.000182579 0.000269647 0.000257396 0.00039181 0.000737977 0.000255259 0.000263789 0.000170377 0.00019994 8.05217e-05
threshold=0.076175000000000007 0.081955000000000014 0.086435000000000012 -0.043384999999999993 -0.51843499999999987 -0.23438999999999996 0.079970000000000013 -0.27825499999999997 -0.08107499999999998 -1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 0.082380000000000009 0.087380000000000013 0.14871000000000004 0.076415000000000025 0.086560000000000012 -0.033174999999999989
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 18 7 -7 -9 10 -10 -11 13 -13 15 16 17 -14 -6
right_child=-2 -3 -4 4 5 6 -8 8 9 11 -12 12 14 -15 -16 -17 -18 -19 -20
leaf_value=0.0007437053881168556 -0.00094085455835305951 -0.0006977851788474319 -0.00063459871726160081 -0.0005982075893807583 0.00087628789391413435 -0.00086127549435742533 0.0007562618047930312 0.00084784926213598492 4.1327738650121678e-05 -0.00054918937137303048 -0.00094587019279552295 -0.001193136041451564 0.00079960451181433959 0.00042347079432100991 -0.00032880540219472321 -0.00017007756728978029 0.00091213680975796719 -2.9088953316890916e-05 0.00033500727646326879
leaf_weight=0.0015178719071433982 0.001024575282347894 0.0010121182471038983 0.00103703339077267 0.0010829513383541168 0.0011292494166639244 0.0010385886958868664 0.0013441683994030026 0.0011207266986188466 0.0011709740193431859 0.0012985082328435408 0.0010109680021345574 0.0011102406967499782 0.0010246760592331179 0.0011046398123955858 0.0010618500400880748 0.0011468519897617213 0.0018022727196113641 0.001289193160057156 0.0010308973699517604
leaf_count=231 101 59 201 51 19 141 218 214 58 523 447 86 279 72 36 60 87 132 106
internal_value=0 4.15298e-05 7.66244e-05 0.000112985 6.19718e-05 0.000102401 3.06586e-05 -3.81261e-05 2.69313e-05 -4.96087e-05 -0.000416075 3.16668e-05 0.000119989 -0.000386877 0.000297487 0.000423846 0.000589327 0.00033789 0.00061797
internal_weight=0 0.0223338 0.0213217 0.0202846 0.0187668 0.0176838 0.0155237 0.0141795 0.0131409 0.0120202 0.00218194 0.00983823 0.00853972 0.00221488 0.00632484 0.00526299 0.00411614 0.00231387 0.00216015
internal_count=3121 3020 2961 2760 2529 2478 2353 2135 1994 1780 505 1275 752 158 594 558 498 411 125
is_linear=0
shrinkage=0.00140032


Tree=1989
num_leaves=20
num_cat=0
split_feature=14 45 124 4 124 484 48 0 132 43 48 48 47 1 12 16 133 0 12
split_gain=0.000498711 0.000264575 0.000329133 0.000238626 0.000208634 0.000226648 0.000234606 0.000408446 0.000263923 0.000359801 0.000251994 0.000269649 0.000330804 0.000295752 0.000241563 0.000256525 0.00023206 0.000126928 9.60318e-05
threshold=0.076175000000000007 0.081955000000000014 -0.043384999999999993 -0.51843499999999987 0.10281000000000001 -0.0068949999999999992 0.12737000000000001 -0.10607499999999999 0.081465000000000024 -0.091274999999999981 0.097025000000000014 0.086260000000000017 0.096475000000000019 0.085110000000000005 0.10345000000000001 0.15891500000000003 0.076280000000000014 -0.17169499999999996 0.079890000000000017
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 -5 7 10 9 -9 11 12 13 -7 15 16 18 -15 -11
right_child=-2 -3 3 4 -6 6 -8 8 -10 14 -12 -13 -14 17 -16 -17 -18 -19 -20
leaf_value=0.00067405384825459144 -0.00094475115023099764 -0.0006849916489208458 -0.00062351863227246484 -0.00060599711291320032 0.00066098017262463912 5.9063974470124561e-06 -0.00060642596188147926 -0.00075001840024544191 0.00054004619249542387 0.0001511941278861327 0.0010093286542020275 -0.00041128130350250177 -0.00027416896254143608 0.0012873672728520786 0.00054578087467533015 -0.00079696803420611689 0.00059673061203781253 0.00060761832423137871 -0.00038212513172758493
leaf_weight=0.0016706487533604672 0.0011191835792045959 0.0010041676487091413 0.0011295527002941298 0.001122408824859057 0.0010830455858308876 0.0010600095886361604 0.0010213821014864446 0.0017891404869195444 0.001173478399829204 0.0010580545000490327 0.0010654585164626695 0.0010224660964519572 0.0011050428007024493 0.0010386871331586889 0.0012225626172935322 0.001032221610958995 0.001002457956238427 0.0012171015125570506 0.0019736936527464527
leaf_count=243 101 59 51 440 37 76 52 228 180 90 41 36 20 54 146 219 325 66 657
internal_value=0 3.18345e-05 6.48726e-05 1.42815e-05 5.22244e-05 1.54e-05 5.69607e-05 9.99528e-05 -9.29115e-05 -0.000184859 0.000374092 0.000249752 0.000402638 0.000628194 -2.40778e-05 -0.000161589 9.8434e-07 0.000920612 -0.000196001
internal_weight=0 0.0227916 0.0217874 0.0201168 0.0189872 0.0179042 0.0167818 0.0157604 0.00925161 0.00807813 0.00650877 0.00544331 0.00442084 0.0033158 0.00628899 0.00506643 0.00403421 0.00225579 0.00303175
internal_count=3121 3020 2961 2718 2667 2630 2190 2138 1845 1665 293 252 216 196 1437 1291 1072 120 747
is_linear=0
shrinkage=0.00142833


Tree=1990
num_leaves=20
num_cat=0
split_feature=1213 14 453 148 11 16 124 123 39 4 160 484 4 4 1 1 1 2 52
split_gain=0.000415063 0.000329287 0.000225611 0.000262587 0.000330219 0.000337935 0.00018845 0.000282279 0.000322118 0.000259926 0.000244868 0.000397655 0.00024151 0.000240404 0.000413549 0.000209323 9.14395e-05 6.00655e-05 5.39362e-05
threshold=-1.0000000180025095e-35 0.062655000000000016 1.0000000180025095e-35 -1.0000000180025095e-35 0.088215000000000002 -0.51370499999999997 0.10195500000000002 0.083430000000000018 0.084020000000000011 -0.49405499999999997 -1.0000000180025095e-35 0.084040000000000017 0.24564500000000003 -0.0016099999999999997 0.094465000000000007 0.090540000000000023 0.077565000000000009 0.098035000000000011 -0.067494999999999986
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 8 9 -7 11 -11 13 15 -15 16 17 -12 -16
right_child=1 -3 -4 4 -6 6 -8 -9 -10 10 12 -13 -14 14 18 -17 -18 -19 -20
leaf_value=-0.00088873229293339525 0.00080294412907924045 -0.00076656896940288611 -0.00054283729682117387 0.00088170489581292555 -0.00072024885504556847 -0.00060750969075314945 0.00065981346857725803 0.00071107849979985078 -0.00075980494706244994 -0.00087732325177163105 0.00014580834839566012 0.00030320839667117867 0.00083300144680138483 -0.00074074434254094873 2.3512728431930797e-05 -0.00018691748537308568 0.0008541051020505159 0.00061364379086832252 0.00048882098826671559
leaf_weight=0.0010471935802862436 0.001051118734165509 0.0010026969722902726 0.0011485283339037191 0.0010995758665210886 0.0010214585337333651 0.0011757876619157238 0.0010107687082261388 0.0011230935217116733 0.0011427752568978775 0.0012225930888748173 0.0012717027036168015 0.0011111682312846122 0.0010933888522650656 0.0014697862437492385 0.0010271689659084871 0.0011660964492258286 0.0010958848059549609 0.0010002430056740425 0.0010059386149006144
leaf_count=491 134 90 79 69 97 99 36 182 89 468 394 211 73 202 23 166 90 87 41
internal_value=0 3.23977e-05 7.19845e-05 0.000108977 6.85369e-05 0.000115887 6.29811e-05 2.25092e-05 -3.36e-05 3.2057e-05 9.76533e-05 -0.00031524 0.000203192 0.000117508 -0.000163539 0.000334645 0.000515233 0.000351777 0.000253737
internal_weight=0 0.0212398 0.0202371 0.0190885 0.0180374 0.017016 0.0159164 0.0149056 0.0137825 0.0126398 0.011464 0.00233376 0.00913021 0.00803682 0.00350289 0.00453393 0.00336783 0.00227195 0.00203311
internal_count=3121 2630 2540 2461 2327 2230 2161 2125 1943 1854 1755 679 1076 1003 266 737 571 481 64
is_linear=0
shrinkage=0.00142833


Tree=1991
num_leaves=12
num_cat=0
split_feature=133 0 4 157 52 14 13 1 1 49 16
split_gain=6.13451e-05 0.000107885 9.46157e-05 0.00019814 0.000182691 0.000172704 0.000140405 0.000116096 0.000225329 8.80819e-05 1.00964e-06
threshold=0.10622000000000002 0.056435000000000006 -0.064804999999999988 -0.06266999999999999 0.077655000000000016 -0.10708499999999999 -0.091054999999999983 0.094465000000000007 0.10612500000000001 -0.0055299999999999993 0.40737000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 -5 -7 -8 -9 -10 -11
right_child=-2 -3 3 5 -6 6 7 8 9 10 -12
leaf_value=-0.0031493428913884746 -0.0019378836163236862 0.0019463783825640858 0.0035463440706747966 -0.0031937200935147477 0.0012131446452522082 0.0021921279083243427 -0.002001581978842292 0.0034465576645619253 -0.0025753912743416065 8.7658762759171898e-05 0.00044945813667142637
leaf_weight=0.0016673830139392826 0.0010251433659880993 0.0018280745445420779 0.0010403790347049196 0.001093461560577034 0.0010068696995650384 0.0018418126187618906 0.0019221244128648455 0.0011528577745174018 0.0011025083200584818 0.001017376797800687 0.0010004322786514308
leaf_count=389 435 184 352 90 435 240 634 120 78 122 42
internal_value=0 0.000108279 -0.000153311 0.000202574 -0.00150684 -0.000178431 0.000231804 -0.000350985 0.000391474 -0.000737283 0.000267039
internal_weight=0 0.0146733 0.0128452 0.010171 0.00267425 0.00913057 0.00803711 0.0061953 0.00427318 0.00312032 0.00201781
internal_count=3121 2686 2502 1678 824 1326 1236 996 362 242 164
is_linear=0
shrinkage=0.00808683


Tree=1992
num_leaves=12
num_cat=0
split_feature=4 151 1 4 2 159 2 0 1 0 15
split_gain=5.18619e-05 0.000142807 0.000119624 0.000103335 0.000114911 0.000105901 0.000122915 0.0001293 0.000117754 9.13557e-05 6.257e-05
threshold=0.24564500000000003 -0.00099499999999999979 0.111945 0.098655000000000007 0.10981000000000002 0.082585000000000006 0.092875000000000013 -0.059114999999999994 0.091900000000000023 -0.11437499999999999 -0.016799999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 6 7 8 9 -1 -6
right_child=1 2 -4 -5 10 -7 -8 -9 -10 -11 -12
leaf_value=0.001813754012869265 -0.0013720446634320109 -0.00010368065752629921 0.002828021515754048 -0.0017805775901789094 -7.743451021586659e-05 -0.0022866198440444959 -0.0014638980709796951 0.0023024427928251155 -0.0019915822546013283 -0.00057466969382808828 0.0019889111057424468
leaf_weight=0.0013099850384009652 0.0010002061886354163 0.00104132462160167 0.0013546509215455471 0.0015586248471324846 0.0010067153537136816 0.0010625092038870354 0.0019536100314202429 0.001218427261287733 0.0010442894150399229 0.001402926439122959 0.0016132499895463734
leaf_count=88 98 91 237 121 197 283 418 100 238 1095 155
internal_value=0 0.000692156 0.00155386 -0.000216814 1.28686e-05 -0.000374649 -8.14727e-05 0.000461317 -0.000135744 0.00057863 0.00119492
internal_weight=0 0.00339618 0.00239598 0.0121703 0.0106117 0.00799175 0.00692924 0.00497563 0.0037572 0.00271291 0.00261997
internal_count=3121 426 328 2695 2574 2222 1939 1521 1421 1183 352
is_linear=0
shrinkage=0.00650394


Tree=1993
num_leaves=19
num_cat=0
split_feature=14 1213 123 484 12 453 4 13 150 49 1 42 12 42 13 4 16 1
split_gain=0.000473277 0.000383714 0.000231892 0.000292401 0.000273257 0.000321333 0.000289162 0.00036489 0.000298717 0.00031848 0.000286337 0.000518375 0.000250558 0.00022224 0.000201514 0.000125409 9.18989e-05 8.30689e-05
threshold=0.076175000000000007 -1.0000000180025095e-35 1.0000000180025095e-35 -0.0068949999999999992 -0.040564999999999997 1.0000000180025095e-35 -0.51843499999999987 -0.28558999999999996 0.086845000000000019 -0.069799999999999987 0.12873500000000002 0.091545000000000015 0.092355000000000007 0.088060000000000013 0.097995000000000013 -0.0016099999999999997 -0.083539999999999989 0.096575000000000008
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 -6 -8 10 -10 11 12 13 15 -14 16 -9 -17
right_child=-2 2 -4 4 5 -7 7 8 9 -11 -12 -13 14 -15 -16 17 -18 -19
leaf_value=-0.00091206969047350113 -0.0010751028066039445 -0.0007078773164631237 0.00060019117539836394 -0.00062897758813253233 -0.00059635946983967333 -0.00071637085710766981 0.0010623852381453883 0.00089532144293860878 -0.0009069288749927679 0.00022128490339367386 0.00089189774225029096 -0.00079910562308214148 -0.0006317734810603854 0.0011211753604574606 0.00035214875468594356 -0.00027988128906466283 0.00030778134459923362 0.00035107585794364962
leaf_weight=0.0010253856511869266 0.0010076803403331605 0.0012689648756039956 0.0019074422220030562 0.0012721506375739022 0.0010922824249246449 0.0010470461262972455 0.0012419897436770589 0.0011651961569928418 0.0012033740507140234 0.0012884750236748918 0.0016269206395147515 0.0011852283980282189 0.0010633898857726285 0.0011079768199355189 0.0010086735181130055 0.0010045206429988495 0.0015331926874857238 0.0010734150107332141
leaf_count=477 101 451 255 137 34 60 60 143 84 119 56 291 225 108 82 115 280 43
internal_value=0 2.99919e-05 7.5794e-05 2.36506e-05 7.54699e-05 0.00012932 0.000186101 0.000245034 0.00016848 -0.000323557 0.000282338 0.000173855 0.000318793 0.000484858 -0.000152803 0.00033725 0.000561488 4.6057e-05
internal_weight=0 0.0221156 0.0210902 0.0191828 0.0179138 0.0166417 0.0155946 0.0145024 0.0132604 0.00249185 0.0107685 0.00914159 0.00795636 0.0058843 0.00207206 0.00477632 0.00269839 0.00207794
internal_count=3121 3020 2543 2288 1837 1700 1640 1606 1546 203 1343 1287 996 689 307 581 423 158
is_linear=0
shrinkage=0.00157699


Tree=1994
num_leaves=13
num_cat=0
split_feature=484 42 15 133 1 3 3 3 151 2 15 48
split_gain=5.52609e-05 7.92036e-05 0.000122426 0.000308027 0.00013041 0.000196147 0.000185962 0.000129905 0.000118377 0.000159523 0.000136998 6.71713e-05
threshold=-0.0068949999999999992 0.10256000000000001 1.0000000180025095e-35 0.083950000000000011 1.0000000180025095e-35 0.097915000000000016 -0.097604999999999983 -0.078724999999999976 -0.044604999999999992 0.090545000000000014 -0.055554999999999993 0.092065000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 7 5 -2 -6 -4 -8 10 -10 -11
right_child=1 -3 3 -5 6 -7 8 -9 9 11 -12 -13
leaf_value=-0.0016482442848235431 -0.0023958908804118393 -0.0017599413713297804 -0.00092094475534443927 0.0022672440456378709 0.0034348587559287964 0.0017628272851563126 -0.0014481377904040451 -0.0044302316779086543 -0.0016030888274263604 0.0039480188402009663 0.0017530451929723024 0.0013021171351311868
leaf_weight=0.0010432684479551079 0.0015536278191123944 0.0011359350204862709 0.0012812653762429224 0.0010836703009869525 0.0015217398027999761 0.0010001037721849571 0.0012398365737742454 0.0010135745298032054 0.0014534116771713511 0.0010287975614309414 0.0011841381531973111 0.0010301777666605338
leaf_count=503 556 311 532 192 191 19 163 182 177 135 94 66
internal_value=0 9.69718e-05 0.000254498 -0.000951129 0.000661339 -0.000767235 0.0011505 -0.00247091 0.00056492 0.00109635 -9.63395e-05 0.00262418
internal_weight=0 0.0145263 0.0133903 0.00337851 0.0100118 0.00255373 0.0074581 0.00229484 0.00593636 0.00469653 0.00263755 0.00205898
internal_count=3121 2618 2307 906 1401 575 826 714 635 472 271 201
is_linear=0
shrinkage=0.00732449


Tree=1995
num_leaves=12
num_cat=0
split_feature=11 3 457 160 133 2 16 0 43 13 1
split_gain=6.12668e-05 8.28204e-05 0.000117913 0.000110321 0.000164613 0.000176919 0.000199674 0.000114265 0.000155942 0.00010645 5.1145e-05
threshold=0.081790000000000015 -0.12018999999999998 -0.0029299999999999994 -0.082869999999999985 -1.0000000180025095e-35 0.11411 -0.14771999999999999 -0.22491999999999998 -0.074359999999999996 -0.0030199999999999997 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6 -8 9 -9 -10
right_child=-2 2 3 4 5 -7 7 8 10 -11 -12
leaf_value=0.0013790457920113855 -0.0014274301964811297 -0.0021073163197486032 -0.0015845484288016249 -0.0018924536456791448 0.0032037849349264035 -0.0012424302757794981 0.0024155492158321108 0.0025790029668467979 -0.00020432779732852997 -0.00023056413644299758 -0.0022653121992908636
leaf_weight=0.0018690038665764236 0.0011996906041477065 0.0011150128635548208 0.0014192503205179259 0.0012081322868145875 0.0015268432958461539 0.0016508442352835898 0.0010971350532156298 0.0011894739082406432 0.0010106305182644793 0.001096141461516445 0.0010268508153787603
leaf_count=180 175 244 458 718 128 271 40 333 205 145 224
internal_value=0 0.000103147 -9.00949e-05 0.000110276 0.000355572 0.000671452 0.00112625 0.000541023 6.52977e-05 0.00123158 -0.00124302
internal_weight=0 0.0142093 0.0123403 0.0112253 0.00980605 0.00859792 0.00694708 0.00542023 0.0043231 0.00228562 0.00203748
internal_count=3121 2946 2766 2522 2064 1346 1075 947 907 478 429
is_linear=0
shrinkage=0.00650394


Tree=1996
num_leaves=13
num_cat=0
split_feature=133 3 48 51 4 12 151 0 16 15 13 16
split_gain=5.91976e-05 0.000107616 0.000123258 0.000151684 0.000117501 0.000158574 0.000184579 0.000169815 0.000101655 0.000105929 7.47674e-05 7.40023e-05
threshold=0.10622000000000002 0.16158000000000003 0.11951500000000001 0.08955500000000001 0.40473500000000007 0.051320000000000005 -0.016164999999999995 -0.026509999999999995 0.22339500000000004 -0.0063699999999999989 -0.076599999999999988 -0.014034999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 11 9 -7 -11 -8
right_child=-2 -3 -4 -5 -6 8 7 -9 -10 10 -12 -13
leaf_value=0.0035477810740399797 -0.0015900275999608351 0.0019996725237646225 -0.0023149759348376413 -0.0019183267384997801 0.0024436329929223791 -0.0019361339875085632 -0.001836625199492393 0.0026019911065131075 -0.0025818705576149282 0.0014034179730593496 -0.00083601993735594158 0.00061304404265330632
leaf_weight=0.0010590121913452988 0.001019435367411896 0.0012435648982966905 0.0010429075149218656 0.001478984781525119 0.0011437541163959808 0.0011343494574185715 0.0012448550727732766 0.0010151954614477923 0.0010200657234332141 0.0017097109994308156 0.0011363370843013657 0.0010333946952840734
leaf_count=134 435 149 77 290 193 529 104 80 258 356 442 74
internal_value=0 9.7848e-05 -8.38188e-05 0.000110483 0.000396343 0.000145983 0.00109039 0.000300207 -0.000676036 -0.000187623 0.000509281 -0.000725476
internal_weight=0 0.0142621 0.0130186 0.0119757 0.0104967 0.00935292 0.00435246 0.00329345 0.00500046 0.0039804 0.00284605 0.00227825
internal_count=3121 2686 2537 2460 2170 1977 392 258 1585 1327 798 178
is_linear=0
shrinkage=0.0067667


Tree=1997
num_leaves=20
num_cat=0
split_feature=1213 14 44 474 402 124 4 160 151 12 160 13 43 4 1 47 2 3 43
split_gain=0.000586534 0.000407477 0.00039275 0.000254972 0.00022299 0.000305719 0.000387418 0.000285377 0.000586892 0.000382858 0.000371978 0.000351718 0.000176291 0.000252701 0.000890519 0.000492264 0.000290764 0.000236971 0.000157231
threshold=-1.0000000180025095e-35 0.062655000000000016 1.0000000180025095e-35 0.082665000000000002 0.073745000000000019 -0.043384999999999993 -0.51843499999999987 -1.0000000180025095e-35 -0.090369999999999992 -0.029094999999999999 -0.19826999999999997 -0.28558999999999996 -0.074359999999999996 0.0061450000000000003 0.086560000000000012 0.092530000000000015 0.096540000000000015 -0.077774999999999983 -0.14968999999999996
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 -2 -7 10 -9 -10 -8 -11 17 14 -14 16 -15 18 -13
right_child=1 -3 -4 -5 -6 6 7 8 9 11 -12 12 13 15 -16 -17 -18 -19 -20
leaf_value=-0.0010297282901536489 0.00065757635479038326 -0.00082627613795505832 -0.00079003199267376162 0.0006887011899279603 0.00066984431843123251 -0.00087722868194607109 0.00020433605890658008 -0.00089668592826339761 -0.00063365692996769402 0.0010706572132490589 -0.00096570414777241318 0.00047706426624257109 0.00049595343936162416 0.00099449985751903867 -0.0012531616392699783 -0.00059601778265214948 0.00012976523134997862 0.00096803793953822255 -0.00019823273002968504
leaf_weight=0.0011056231394538365 0.001486605211077705 0.0010696042181850265 0.0010190571765988912 0.0014840001236817437 0.0012068440955566645 0.0010068738157382661 0.0010109611940010907 0.0010839403533595702 0.0010377208074701322 0.0010252740820422207 0.0012272687822195072 0.0017788960269999876 0.0012710887390741474 0.0015047570029400603 0.0011144999105280329 0.0010333556396133758 0.0016777922385386168 0.0011784252030011527 0.0011634359761712454
leaf_count=491 190 90 60 357 227 44 210 71 100 48 264 71 281 42 203 44 87 45 196
internal_value=0 3.49132e-05 7.61995e-05 0.000117659 7.48762e-05 3.6274e-05 -1.76944e-05 3.60351e-05 0.00011241 0.000197962 -0.000437222 0.000271423 0.000194999 5.02998e-05 -0.000321199 0.000260514 0.000538625 0.000426809 0.000210043
internal_weight=0 0.0233804 0.0223108 0.0212917 0.0198077 0.0186009 0.0171143 0.0161074 0.0138692 0.0127852 0.00223823 0.0117475 0.0107223 0.00660149 0.00238559 0.0042159 0.00318255 0.00412076 0.00294233
internal_count=3121 2630 2540 2480 2123 1896 1706 1662 1188 1117 474 1017 969 657 484 173 129 312 267
is_linear=0
shrinkage=0.00142833


Tree=1998
num_leaves=13
num_cat=0
split_feature=2 2 48 52 13 2 0 3 0 0 51 13
split_gain=5.73398e-05 5.89364e-05 0.000139993 0.000119657 0.00014712 0.000186377 0.000120087 0.000109425 9.54444e-05 0.000135914 9.99395e-05 8.70838e-05
threshold=-1.0000000180025095e-35 0.12358500000000001 -1.0000000180025095e-35 0.11434500000000002 -0.084034999999999985 0.10005000000000001 -0.053834999999999994 0.12745000000000004 -0.079119999999999982 -0.13027499999999997 0.086685000000000012 0.18141000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 8 -3 9 10 -6 -8
right_child=1 7 3 -5 6 -7 11 -9 -10 -11 -12 -13
leaf_value=0.0012718165421420197 -0.0024535082972686989 0.0022047832845380655 2.5149509193707089e-05 -0.0019407192002711951 0.0015018890199632047 0.0030841657627394339 -0.0029074188824561413 -0.00056514001020534319 0.0018412513572363142 -0.0021753284783577517 -0.00096285238361939226 -0.00037207225558937148
leaf_weight=0.0012024657962573472 0.001027257140489791 0.0010664191756650241 0.0019013961691290585 0.0011677236554881532 0.0014656524098349858 0.0012334650246491607 0.0010033191127565245 0.0010764789727161217 0.0010003312891551739 0.001032479356447606 0.0010683855805182496 0.0010326173672581263
leaf_count=199 135 205 520 396 133 96 204 110 367 689 45 22
internal_value=0 -0.000122522 -0.000290584 -8.68418e-05 0.000135472 0.00122877 -0.000383603 0.00081332 0.000168262 -0.000300975 0.00046272 -0.0016215
internal_weight=0 0.0140755 0.0119326 0.0109054 0.00973765 0.00313486 0.00660279 0.0021429 0.00456685 0.00356652 0.00253404 0.00203594
internal_count=3121 2922 2607 2472 2076 616 1460 315 1234 867 178 226
is_linear=0
shrinkage=0.0061288


Tree=1999
num_leaves=15
num_cat=0
split_feature=14 147 11 3 2 124 0 3 160 1 15 457 48 47
split_gain=0.000298317 0.000179341 0.00028216 0.000190491 0.000318727 0.000176474 0.000175961 0.000283056 0.000169804 0.000255838 0.000263317 0.000280624 0.000236622 0.000173701
threshold=0.062655000000000016 1.0000000180025095e-35 0.088215000000000002 -0.12018999999999998 0.10613000000000002 -0.043384999999999993 -0.053834999999999994 0.10542000000000001 -0.030779999999999998 0.094465000000000007 0.088345000000000021 0.082380000000000009 0.11951500000000001 0.093140000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 8 -8 -7 10 11 -10 13 -11
right_child=-2 -3 -4 5 -6 6 7 -9 9 12 -12 -13 -14 -15
leaf_value=-5.7295955162916716e-05 -0.00076640062299915832 0.00051436297281593727 -0.0007568187671408473 0.00041847612326291239 0.00094807026478677808 -0.00039546061536207167 -0.00085288412144798376 1.2845316005254214e-05 -0.00077126291829707194 0.00087400230811353113 0.00032748403213794574 0.00018057475160805232 -0.0002276261466283009 0.00017781565745537546
leaf_weight=0.0015099023757034731 0.001053312302422115 0.0014955110165045101 0.0010153963910841659 0.0016557116147704739 0.0012022277197969444 0.0018313833584352361 0.0014742836062424458 0.0017568600565938119 0.0017737849075337986 0.0016828163761634096 0.0015605229610212434 0.0010446138428379381 0.00110208367348541 0.0013881898656577518
leaf_count=103 104 167 97 227 56 607 202 64 821 147 391 33 38 64
internal_value=0 2.86068e-05 -9.63212e-06 3.25587e-05 0.000388361 -3.06349e-05 -8.52529e-05 -0.000382164 7.14092e-06 9.33566e-05 -0.000152635 -0.000418473 0.000351482 0.000559304
internal_weight=0 0.0204933 0.0189978 0.0179824 0.00271213 0.0152703 0.0136145 0.00323114 0.0103834 0.00855201 0.00437892 0.0028184 0.00417309 0.00307101
internal_count=3121 3017 2850 2753 159 2594 2367 266 2101 1494 1245 854 249 211
is_linear=0
shrinkage=0.00145689


Tree=2000
num_leaves=13
num_cat=0
split_feature=41 1 3 4 0 484 12 52 4 0 4 16
split_gain=6.75081e-05 6.5858e-05 0.000127041 0.000113575 9.43932e-05 8.72714e-05 9.96685e-05 8.76141e-05 0.000117301 9.97201e-05 5.55868e-05 3.34487e-05
threshold=0.078065000000000009 0.104035 0.088060000000000013 0.056795000000000005 -0.060129999999999996 0.084040000000000017 0.098810000000000023 -0.085984999999999992 -0.0016099999999999997 -0.083914999999999976 0.26790000000000008 -0.092484999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -4 -3 6 7 -1 9 -9 -5 -10
right_child=-2 2 3 10 -6 -7 -8 8 11 -11 -12 -13
leaf_value=-0.0021854889438463524 -0.0018374471187131282 0.00078327784790841067 0.0014742747321165425 -0.0025086827625308014 0.0036885325940761125 0.0015815366362431904 -0.0026297228517372017 0.0027823212043543172 -0.0021141756446665474 3.6979306586379141e-05 -0.00010213559775550507 -0.00026853294406861846
leaf_weight=0.001027556246636049 0.0010170494580606934 0.00147027352045008 0.0013067865582643279 0.00101364371624868 0.0010135670787705777 0.0011417930177695934 0.0010980820906802656 0.0011499607177522155 0.0010252446209277621 0.0018545155080570697 0.0010465520750372326 0.0010835317684223557
leaf_count=346 154 216 92 26 188 278 313 449 195 621 121 122
internal_value=0 0.000115871 0.000712202 -0.000214803 0.00196881 -0.000300447 -0.000597293 -0.000233859 0.000158339 0.00108776 -0.00128619 -0.00116585
internal_weight=0 0.0142315 0.00585082 0.00336698 0.00248384 0.00838068 0.00723889 0.00614081 0.00511325 0.00300448 0.0020602 0.00210878
internal_count=3121 2967 643 239 404 2324 2046 1733 1387 1070 147 317
is_linear=0
shrinkage=0.00732449


Tree=2001
num_leaves=20
num_cat=0
split_feature=14 453 148 11 16 49 124 123 39 4 52 0 52 0 52 1 0 2 52
split_gain=0.000348757 0.000198732 0.000230986 0.000207513 0.000309257 0.000183782 0.000214682 0.000248755 0.000352214 0.000289074 0.000276407 0.000260277 0.000153624 0.000286619 0.000346982 0.000378449 0.000312743 9.27667e-05 9.23624e-05
threshold=0.062655000000000016 1.0000000180025095e-35 -1.0000000180025095e-35 0.088065000000000018 -0.51370499999999997 0.13173000000000004 0.08919500000000001 1.0000000180025095e-35 1.0000000180025095e-35 -0.49405499999999997 0.11434500000000002 0.062580000000000011 0.077655000000000016 -0.053834999999999994 -0.081429999999999989 0.095285000000000022 -0.11756999999999999 0.085785000000000014 -0.10286999999999999
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 -4 6 7 8 9 -6 11 12 13 14 18 17 -17 -16 -11
right_child=-2 -3 3 -5 5 -7 -8 -9 -10 10 -12 -13 -14 -15 15 16 -18 -19 -20
leaf_value=0.00069122703511774659 -0.00078230172743756147 -0.00053979714147794726 0.00077037247810901599 -0.00056868154960438221 -0.00070878548520160402 0.00057352036633344448 0.00058983633108952163 0.00051849765803579646 -0.00088727670362825743 0.00019718571484270522 -0.00065805996738153968 0.00073258963540610822 0.00049943083794025292 -0.00072151004665944722 -0.00028904569237014004 -0.00025373022764608468 0.00074322928723784645 -0.00082942190904584066 0.00076456996823581834
leaf_weight=0.001028351126040771 0.0010568121240930308 0.0011078986675582261 0.0010792344521515602 0.0010544584706071438 0.0011617398651437268 0.0010305966726654797 0.0010015274529829319 0.0012497992642885045 0.0010448349845223479 0.0010194257547156606 0.0010543518898092708 0.0010357969644507756 0.0010518105800716446 0.0010658088892809914 0.0012472365309542637 0.0012362049071854564 0.0011398734954410905 0.0011516162954907927 0.001151611264149424
leaf_count=136 104 79 72 100 99 100 46 174 76 214 377 40 494 108 328 51 66 365 92
internal_value=0 2.6039e-05 5.76933e-05 2.29948e-05 5.82006e-05 1.20169e-05 -2.50506e-05 -6.72012e-05 -0.000121991 -5.70646e-05 1.08167e-05 8.06458e-05 6.14095e-06 -5.86196e-05 4.30961e-05 -0.000163805 0.00022454 -0.000548464 0.000498151
internal_weight=0 0.0209122 0.0198043 0.0187759 0.0177215 0.0166422 0.0156116 0.0146101 0.0133603 0.0123155 0.0111537 0.0100994 0.00906359 0.00801178 0.00694597 0.00477493 0.00237608 0.00239885 0.00217104
internal_count=3121 3017 2938 2802 2702 2630 2530 2484 2310 2234 2135 1758 1718 1224 1116 810 117 693 306
is_linear=0
shrinkage=0.00137286


Tree=2002
num_leaves=11
num_cat=0
split_feature=11 0 52 12 457 160 42 15 3 1
split_gain=6.08829e-05 6.87471e-05 0.000144457 0.000108029 0.000106921 0.000111983 0.000133181 0.000187797 7.39282e-05 0.000146545
threshold=0.079915000000000014 -0.019414999999999998 -0.24164999999999998 0.051320000000000005 -0.0029299999999999994 -0.080409999999999995 0.08623500000000002 0.024640000000000006 0.12178000000000001 0.094465000000000007
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -4 -6 7 8 9 -7
right_child=-2 3 4 -5 5 6 -8 -9 -10 -11
leaf_value=-0.0022439648007295393 -0.0012621282985455296 0.0022788297519027488 -0.0017798328375772277 -0.00010554855318551863 -0.0010698541045675331 3.2569244234353071e-05 0.0022100087414867351 -0.0020000486812423177 -0.00042933892145952097 0.0030999499937758141
leaf_weight=0.0011661970751357291 0.0014351141273831755 0.0013846353052614684 0.0010555536115156314 0.0017477914623762192 0.0017390377566271617 0.0013092192634052468 0.0018354036243347048 0.0011962937550124633 0.0011560984048260003 0.0012265425019489795
leaf_count=271 199 187 205 82 478 271 617 552 116 143
internal_value=0 0.000117745 -0.000125793 0.000948425 0.000133733 0.000372415 0.000745456 0.000195546 0.000906996 0.00151625
internal_weight=0 0.0138168 0.0106843 0.00313243 0.00951815 0.0084626 0.00672356 0.00488815 0.00369186 0.00253576
internal_count=3121 2922 2653 269 2382 2177 1699 1082 530 414
is_linear=0
shrinkage=0.00637641


Tree=2003
num_leaves=17
num_cat=0
split_feature=1213 14 123 4 13 132 4 15 15 2 2 2 47 52 43 4
split_gain=0.000429182 0.000221539 0.000185382 0.000266348 0.00028638 0.000325137 0.000278152 0.000300281 0.000248071 0.000173976 0.000254327 0.00020622 0.000250352 0.000267444 0.000157414 9.67488e-05
threshold=-1.0000000180025095e-35 0.054835000000000009 1.0000000180025095e-35 -0.51843499999999987 -0.23438999999999996 0.079970000000000013 -0.27825499999999997 -0.11713499999999999 -0.26481999999999994 0.091545000000000015 0.11548000000000001 0.088850000000000012 0.10783500000000001 -0.066844999999999988 -0.0037449999999999996 -0.033174999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 15 6 -6 8 -8 11 -11 12 13 -9 -15 -5
right_child=1 -3 -4 4 5 -7 7 9 -10 10 -12 -13 -14 14 -16 -17
leaf_value=-0.0010043996844659954 -0.00070751069624756823 -0.00067895821630111093 0.00054972688159518807 0.00096961175505242889 -0.00078823308753676012 0.00072928076880105365 -8.1678780113313913e-05 -0.00071688946517106428 -0.0010722849586046557 -0.0005953133100908061 0.00037639862731666276 0.00079125304088781192 0.00072794740038461799 -0.00022490497718270558 0.00051658670163802413 0.0002868417134227623
leaf_weight=0.0010429796491502391 0.0011672699322584591 0.0010351602358003023 0.0018151229361023499 0.0010122340154339327 0.0012507499874180013 0.0013594639636261641 0.0015608891506195266 0.0011541880758038619 0.0010526605755721815 0.0016804299224818971 0.0011138343759241054 0.001431367732008873 0.0012673595197562615 0.0012982140738024978 0.0015768316404261313 0.0010530627526046344
leaf_count=491 50 96 255 23 149 200 96 164 152 373 122 151 59 468 165 107
internal_value=0 3.22224e-05 6.94154e-05 2.09229e-05 7.15008e-05 -5.52804e-06 -8.01513e-05 -7.17423e-06 -0.000480666 0.000122784 -0.000207975 0.000260155 0.00011663 -7.56545e-05 0.000181769 0.000621478
internal_weight=0 0.0208288 0.0197937 0.0179786 0.0168113 0.014746 0.0133865 0.0121358 0.00261355 0.00952223 0.00279426 0.00672796 0.00529659 0.00402923 0.00287505 0.0020653
internal_count=3121 2630 2534 2279 2229 2099 1899 1750 248 1502 495 1007 856 797 633 130
is_linear=0
shrinkage=0.00157699


Tree=2004
num_leaves=18
num_cat=0
split_feature=1213 14 124 123 4 12 484 13 48 132 0 15 49 3 150 15 1
split_gain=0.00051879 0.000248465 0.000217639 0.000368847 0.000412096 0.000403582 0.000320946 0.000311863 0.000319934 0.000267513 0.00020438 0.00033591 0.000321242 0.000280196 0.00025736 0.000198661 0.000163723
threshold=-1.0000000180025095e-35 0.062655000000000016 0.11040000000000001 1.0000000180025095e-35 -0.49405499999999997 -1.0000000180025095e-35 -0.0068949999999999992 -0.28558999999999996 0.12737000000000001 0.079970000000000013 -0.082974999999999979 -0.11713499999999999 -0.069799999999999987 -0.10023499999999998 0.084120000000000014 -0.095869999999999983 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 3 4 -2 -6 -7 -8 9 10 11 -9 14 -12 -13 -14 -17
right_child=1 -3 -4 -5 5 6 7 8 -10 -11 13 12 15 -15 -16 16 -18
leaf_value=-0.0010282892809026524 -0.00082708092825785296 -0.00068763927795152636 0.00075432511214034413 0.00071542042535505611 -0.00072330384911119391 -0.00067385849235139191 0.00094976279372963859 -0.00035420885711565748 -0.00066113666774899194 0.00089798704750748324 0.00020417979657219175 0.00045885012222416114 0.0002219241565310004 -0.00066601269895537427 -0.00060689967229295334 0.00049112231304115352 0.0012751563991433732
leaf_weight=0.0011091701970265396 0.0013688644352889646 0.0010443286360214401 0.0010156692312475171 0.0016778513416130505 0.0014643235138909706 0.0011164511594586842 0.0010886152040425713 0.0016807904409321672 0.0011420146425603619 0.001080195664273643 0.0018275602211090796 0.0010508915398617091 0.0014519625918747031 0.0015895514567084539 0.0010315957341641147 0.0010984443142301927 0.0013815571590679587
leaf_count=491 138 90 30 243 157 420 65 106 50 133 122 30 52 531 61 310 92
internal_value=0 3.40249e-05 6.98002e-05 3.51255e-05 -2.70007e-05 3.74079e-05 0.000109091 0.000169696 0.000106013 0.000177868 0.000107868 0.000244849 0.000412261 -0.000200611 -6.90873e-05 0.000667198 0.000927891
internal_weight=0 0.0221107 0.0210663 0.0200507 0.0183728 0.017004 0.0155396 0.0144232 0.0133346 0.0121925 0.0111124 0.00769524 0.00601445 0.00341711 0.00208249 0.00393196 0.00248
internal_count=3121 2630 2540 2510 2267 2129 1972 1552 1487 1437 1304 651 545 653 91 454 402
is_linear=0
shrinkage=0.00151575


Tree=2005
num_leaves=11
num_cat=0
split_feature=147 11 51 52 0 12 4 2 2 43
split_gain=6.18428e-05 0.000103688 6.38226e-05 0.000107396 0.00010481 0.000155125 0.00011955 0.000103236 0.000115529 0.000119123
threshold=0.087350000000000025 0.079915000000000014 0.10027500000000002 0.11434500000000002 -0.019414999999999998 -1.0000000180025095e-35 -0.49013999999999996 0.092365000000000017 0.089885000000000007 -0.074359999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -6 8 9 -7
right_child=-2 -3 -4 -5 6 7 -8 -9 -10 -11
leaf_value=-0.0024519912779083428 0.0015726549765248759 -0.0019705791820638693 0.0013540486672946512 -0.0021859069854146419 -0.00048260677152757659 0.0013532192087583892 0.002562625870136297 -0.0013632999461473585 0.0026947735303161319 -0.0011076040849863809
leaf_weight=0.0013303564958338327 0.0010876762370433954 0.0013290461841594112 0.0015790091193382894 0.0010908805260622318 0.0010435404410342741 0.0018204305394758794 0.001492454542380596 0.0016281109706823213 0.0010313357676779017 0.0019312599603776431
leaf_count=267 146 194 249 348 71 468 105 414 123 736
internal_value=0 -0.000134666 5.37897e-05 -0.00012681 9.17484e-05 -0.000307181 0.00130954 0.000137882 0.000648875 8.64597e-05
internal_weight=0 0.0142764 0.0129474 0.0113684 0.0102775 0.00774149 0.00253599 0.00641114 0.00478303 0.00375169
internal_count=3121 2975 2781 2532 2184 2008 176 1741 1327 1204
is_linear=0
shrinkage=0.00690203


Tree=2006
num_leaves=17
num_cat=0
split_feature=1213 14 123 4 453 484 12 13 1 42 3 0 150 42 15 0
split_gain=0.000426687 0.000385597 0.00030339 0.000338985 0.000339362 0.000344561 0.000290562 0.000424303 0.000273878 0.000353751 0.000263872 0.000259014 0.000521082 0.000194128 0.000143034 0.000246703
threshold=-1.0000000180025095e-35 0.076175000000000007 1.0000000180025095e-35 -0.51843499999999987 1.0000000180025095e-35 -1.0000000180025095e-35 -0.040564999999999997 -0.23438999999999996 0.12873500000000002 0.091735000000000025 -0.15121499999999996 -0.23091999999999999 0.086845000000000019 0.08623500000000002 0.084050000000000014 -0.10151999999999999
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 -9 -12 13 14 15 -13
right_child=1 -3 -4 4 -6 6 7 8 -10 -11 11 12 -14 -15 -16 -17
leaf_value=-0.00093710553692800524 -0.00073569506242456082 -0.00086870032082579153 0.00063471523656276514 -0.00061309677929645282 -0.00075288629384755222 -0.00052034736247167669 0.00097058692391790069 0.00089359901793997689 0.00070489896244705741 -0.00058795524123383762 0.00065588866828845884 0.00050450206212034304 -0.0010000237186581116 0.0006477335185558576 -0.00048355974385002899 -0.00026245802464385968
leaf_weight=0.0010584954807725177 0.0012417374656497017 0.0010092458032135978 0.0019202553754729046 0.0013133440237290987 0.0010494988590992729 0.0012089208234487498 0.0015576824596132922 0.0010019226366392965 0.0017002517192024049 0.0015752210169482231 0.0014680066190777543 0.001927778616930941 0.0010429113637265841 0.0012935419518763092 0.0010572160559882277 0.0017825284245351677
leaf_count=491 50 87 255 441 69 133 69 116 60 309 57 70 123 178 278 335
internal_value=0 2.86653e-05 7.15049e-05 1.52366e-05 6.71009e-05 0.000117934 0.000179416 0.000238134 0.000149342 6.46188e-05 0.000171989 8.76443e-05 -2.9781e-05 0.000137166 -1.36291e-06 0.000136034
internal_weight=0 0.0221501 0.0211408 0.0192206 0.0179788 0.0169293 0.015616 0.0144071 0.0128494 0.0111491 0.00957391 0.00857198 0.00710398 0.00606107 0.00476752 0.00371031
internal_count=3121 2630 2543 2288 2238 2169 1728 1595 1526 1466 1157 1041 984 861 683 405
is_linear=0
shrinkage=0.00148603


Tree=2007
num_leaves=19
num_cat=0
split_feature=1213 14 453 148 11 16 124 4 0 39 13 4 52 1 52 47 52 12
split_gain=0.000483589 0.000340271 0.000246064 0.000292612 0.000347864 0.000270715 0.000217659 0.000290327 0.000312229 0.000277926 0.000218972 0.000193334 0.000179796 0.000264651 0.000254185 0.000354682 0.000241438 0.000143554
threshold=-1.0000000180025095e-35 0.062655000000000016 1.0000000180025095e-35 -1.0000000180025095e-35 0.088215000000000002 -0.51370499999999997 0.10195500000000002 -0.49405499999999997 0.056435000000000006 0.094675000000000009 -0.23438999999999996 -0.10429499999999998 -0.081429999999999989 0.08844500000000001 -1.0000000180025095e-35 0.092710000000000015 -0.10925999999999998 0.088365000000000013
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 -7 9 10 -9 -12 16 -14 -15 17 -13 -16
right_child=1 -3 -4 4 -6 6 -8 8 -10 -11 11 12 13 14 15 -17 -18 -19
leaf_value=-0.0010999360274549404 0.00095649495456912601 -0.00091413788579312492 -0.00066355549678109448 0.00097729375118912778 -0.00087416799065286575 -0.00065678042550791659 0.00084705393648715709 0.00081638975626577173 0.00082778878878969836 -0.00083688986769800671 -0.00061018648918468644 -4.051748716384755e-05 -0.00067999343699736792 -0.00039721237992400516 0.0011178940516384224 -0.00042696243075791601 0.0010438918196655771 0.00028953953158032371
leaf_weight=0.0011545558587275134 0.0011634291951947004 0.0010525790275197613 0.001221224983751489 0.0010374030073637746 0.0010629268489523716 0.0016130233552619421 0.00100904162039439 0.001104263164756863 0.00156034294427121 0.0010179457697511449 0.0012589885371103683 0.0011886769692953433 0.0014693607512885985 0.0017270751698107434 0.0013914461986225257 0.0010549053270453301 0.0012043945640047831 0.0010848802624424947
leaf_count=491 134 90 79 69 97 112 36 93 81 117 59 258 877 117 71 66 106 168
internal_value=0 3.31378e-05 8.02381e-05 0.000125773 7.43224e-05 0.000131212 7.86038e-05 2.91375e-05 0.000107816 1.79578e-05 9.37318e-05 1.68508e-05 0.000103404 -3.95339e-05 0.000139434 0.000401899 0.000505248 0.000754991
internal_weight=0 0.0222219 0.0211693 0.0199481 0.0187847 0.0177217 0.0166843 0.0156753 0.0140623 0.0125019 0.011484 0.0103797 0.00912074 0.00672767 0.00525831 0.00353123 0.00239307 0.00247633
internal_count=3121 2630 2540 2461 2327 2230 2161 2125 2013 1932 1815 1722 1663 1299 422 305 364 239
is_linear=0
shrinkage=0.00170698


Tree=2008
num_leaves=17
num_cat=0
split_feature=1213 14 123 4 484 13 132 1 42 42 43 48 0 3 0 2
split_gain=0.000483066 0.000353683 0.000253668 0.000303297 0.000272907 0.000239516 0.000406499 0.000271433 0.000314942 0.000243265 0.00034512 0.000294331 0.000313175 0.000166058 0.00023798 0.000114183
threshold=-1.0000000180025095e-35 0.057600000000000005 1.0000000180025095e-35 -0.51843499999999987 -0.0068949999999999992 -0.23438999999999996 0.079970000000000013 0.12873500000000002 0.091735000000000025 0.088060000000000013 -0.0037449999999999996 0.085700000000000012 -0.23091999999999999 -0.078584999999999988 -0.22491999999999998 0.10855000000000002
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 15 7 8 9 10 -7 13 -13 -12 -15 -6
right_child=1 -3 -4 4 5 6 -8 -9 -10 -11 11 12 -14 14 -16 -17
leaf_value=-0.0010773363667930045 -0.00076405172327969825 -0.00089665910618012888 0.00064224883204320234 -0.00066142748912208585 0.0010194997202048121 -0.00080213169606652406 0.00087770159886442608 0.00052178661816678501 -0.00086589520261295602 0.00060654792017960063 0.00076487500116593327 0.00019517785813165844 -0.00097898507709247057 0.00058450570868751723 -0.00033614445977546816 0.00027166826201781118
leaf_weight=0.0010606649491779049 0.0011855030265763801 0.0010061642027386899 0.0018862483533724278 0.0012069461970896948 0.0010309894026554406 0.0016087872974343397 0.001403732780266175 0.0019295352227184934 0.0013308552724409515 0.0013336567962625731 0.0012863452011166315 0.0011103260812088678 0.0012487686340908466 0.0013051666755785618 0.0016383577351064913 0.0010833664657718955
leaf_count=491 50 93 255 437 44 486 166 73 305 161 199 26 70 52 132 81
internal_value=0 3.4534e-05 8.00414e-05 2.33392e-05 7.66282e-05 0.000131245 5.60163e-05 -3.41529e-05 -0.000132908 -3.05623e-05 -0.000134211 2.88712e-05 -0.000426356 0.000282762 7.20743e-05 0.000636321
internal_weight=0 0.0215947 0.0205886 0.0187023 0.0175168 0.0163099 0.0141955 0.0127918 0.0108623 0.00953141 0.00819775 0.00658896 0.00235909 0.00422987 0.00294352 0.00211436
internal_count=3121 2630 2537 2282 2232 1795 1670 1504 1431 1126 965 479 96 383 184 125
is_linear=0
shrinkage=0.00160853


Tree=2009
num_leaves=21
num_cat=0
split_feature=1213 43 133 40 3 42 43 16 16 474 160 151 457 1 48 16 15 13 0 0
split_gain=0.000403262 0.000307292 0.000266702 0.000363731 0.000253292 0.00020585 0.000290898 0.00033793 0.000314771 0.000288457 0.000624414 0.000289034 0.000437749 0.000379821 0.000207433 0.000188858 0.000155802 0.000139237 0.000131268 0.000181592
threshold=-1.0000000180025095e-35 0.24789500000000006 -0.085499999999999979 -0.083709999999999993 0.20828500000000003 -0.11051499999999999 -0.15879999999999997 0.062650000000000025 0.41221000000000008 0.084660000000000027 -1.0000000180025095e-35 -0.0083949999999999979 0.045365000000000009 0.10089500000000001 0.11376500000000002 0.22339500000000004 -0.11345499999999999 0.18141000000000002 -0.082974999999999979 -0.10224499999999999
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 17 9 15 10 16 12 -12 18 -15 -9 -8 -7 19 -13
right_child=1 -3 3 4 -6 6 7 8 -10 -11 11 13 -14 14 -16 -17 -18 -19 -20 -21
leaf_value=-0.0009035469780189631 0.00075513196100202007 -0.00074227660059279061 0.00088943117770424887 -0.00064319402657657225 0.00069034027256268836 0.0008322821964808168 -0.00036753553831450012 -0.00042707000959033025 0.00018485616849495237 0.00076306294879059113 -0.00095773396627959106 -0.00021120031509813352 0.00033537212985392944 0.0012928119267114561 0.00037488354284629673 -0.0012702574585010107 -0.0011874457947843645 0.00012474024246041237 -0.00042937248657062805 0.00060396835587370992
leaf_weight=0.0010763222434410696 0.0011746164434209066 0.001089569197201711 0.0010246808337378557 0.0012460140590324483 0.0010501563080973489 0.0011490904112267898 0.0010117512132064022 0.0013091875205781195 0.0010125079638884649 0.0010649312429168454 0.0011441217062910817 0.0011885960386019932 0.0011685811964109449 0.0010222312509924683 0.0011611964515113454 0.0010628070151440239 0.0010357027348537754 0.001319445746703618 0.0010374108821515392 0.0012258602653014983
leaf_count=491 197 169 116 104 110 55 84 116 179 180 78 67 86 95 33 145 367 42 234 173
internal_value=0 2.75556e-05 6.67349e-05 2.67728e-05 -1.92432e-05 -6.02783e-05 -1.73348e-05 -9.78994e-05 -0.000508785 2.78326e-05 -5.05e-05 0.000138013 -0.000304343 0.000319554 0.000804637 -0.000804873 -0.000782286 0.000454097 1.27216e-05 0.000202675
internal_weight=0 0.0224985 0.0214089 0.0202343 0.0192096 0.0181594 0.0169134 0.0144449 0.0033845 0.0110604 0.00999545 0.007948 0.0023127 0.00563529 0.00218343 0.00237199 0.00204745 0.00246854 0.00345187 0.00241446
internal_count=3121 2630 2461 2264 2148 2038 1934 1837 440 1397 1217 766 164 602 128 261 451 97 474 240
is_linear=0
shrinkage=0.00148603


Tree=2010
num_leaves=19
num_cat=0
split_feature=14 1213 45 474 124 12 160 48 0 48 42 3 43 16 13 3 15 12
split_gain=0.000606656 0.000457563 0.000322828 0.00024746 0.000249391 0.0002802 0.000311707 0.000307529 0.000326057 0.000289595 0.000272266 0.000270887 0.000214037 0.000315458 0.000295853 0.000203808 0.000171661 0.000159642
threshold=0.076175000000000007 -1.0000000180025095e-35 0.081955000000000014 0.082665000000000002 0.10281000000000001 0.11650500000000001 -1.0000000180025095e-35 0.12737000000000001 -0.10151999999999999 0.094925000000000023 -0.088934999999999986 -0.074939999999999993 -0.074359999999999996 -0.27167499999999994 -0.095304999999999987 -0.07928499999999998 -0.095869999999999983 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 -1 3 4 5 6 17 8 9 11 -10 -8 15 -14 -15 -12 -13 -3
right_child=-2 2 -4 -5 -6 -7 7 -9 10 -11 12 16 13 14 -16 -17 -18 -19
leaf_value=-0.00090059525796477348 -0.0010151341167676576 -5.001251965042433e-05 -0.00070653525659919718 0.00068963032063327817 0.00076086769984787695 -0.0006516213904333275 0.00096027982374570508 -0.00057838049159873175 -0.0005667125512204119 0.0010899127622621104 0.0001734536960900555 -0.00020782205532321715 0.0006165610497585565 0.00014079100353640923 -0.00078872541455332916 0.00096833314400903119 0.00045095769679374698 -0.00075700008690390364
leaf_weight=0.0010100079755858407 0.0011703855177593861 0.0014527037046703209 0.0010082060681710905 0.0014525938542482566 0.0010338600233886766 0.0011223759334325059 0.0010050401332677428 0.0010483533674905407 0.0012677644624053989 0.0012715263783187325 0.0019227135855871547 0.0016662702104786042 0.0010079341193614212 0.001423081689350343 0.0013721674576923455 0.0010005093639275132 0.0015647167980028459 0.0011815774682682606
leaf_count=477 101 113 59 357 38 101 47 47 144 59 200 91 56 51 528 126 78 448
internal_value=0 3.92499e-05 8.27908e-05 0.000121063 7.83603e-05 3.98162e-05 8.49766e-05 0.000166829 0.000224692 0.000492107 4.04566e-05 0.000312664 0.000154893 -6.8483e-05 -0.000315502 0.000445511 0.000111215 -0.000367124
internal_weight=0 0.0228114 0.0218014 0.0207932 0.0193406 0.0183067 0.0171844 0.0145501 0.0135017 0.00550755 0.00799417 0.00423603 0.00672641 0.00380318 0.00279525 0.00292322 0.00323099 0.00263428
internal_count=3121 3020 2543 2484 2127 2089 1988 1427 1380 275 1105 216 961 635 579 326 169 561
is_linear=0
shrinkage=0.00142833


Tree=2011
num_leaves=21
num_cat=0
split_feature=1213 14 453 160 124 4 123 484 42 50 2 3 0 150 1 3 43 16 12 0
split_gain=0.000613182 0.000499144 0.000359332 0.000241882 0.000357437 0.000475866 0.000417936 0.000539404 0.00036066 0.000283267 0.000236115 0.000542863 0.000297456 0.000518572 0.000256637 0.00024311 0.000251536 0.000208603 0.000160404 0.000102873
threshold=-1.0000000180025095e-35 0.076175000000000007 1.0000000180025095e-35 -0.22361499999999998 0.10281000000000001 -0.49405499999999997 1.0000000180025095e-35 -1.0000000180025095e-35 -0.095859999999999987 0.10030500000000002 0.13712500000000002 0.13524500000000003 -0.23091999999999999 0.08882000000000001 0.086560000000000012 -0.073884999999999992 -0.076124999999999984 0.013515000000000001 0.084100000000000022 -0.10224499999999999
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 -7 -9 10 11 12 -10 14 17 16 -16 18 -14 -17
right_child=1 -3 -4 4 -6 6 -8 8 9 -11 -12 -13 13 -15 15 19 -18 -19 -20 -21
leaf_value=-0.00099647527426266046 -0.00048921382752751803 -0.00088814602831611728 -0.00064426904400112788 -0.00063359981965733494 0.0009501343346085744 -0.00075153583846412051 0.00095948765078430749 -0.00054967882835485699 0.00077867247920118828 0.0009287421952489614 -0.00043698432365489272 0.0011114593783483064 0.00057785925776917136 -0.0007828328348330225 -0.00021414170004990733 -0.00067915759043863917 0.0006692308460705148 0.00085846755117947567 -0.00017477435482822902 -8.6648808663856893e-05
leaf_weight=0.0011972804260565314 0.0012275905449281926 0.0011092855843046747 0.0012937214863975024 0.0015615335942342724 0.0010412198860437752 0.0013016606370233911 0.0012317056117956754 0.0012063313046228883 0.0012921404009631427 0.0011046677322609213 0.0010794690217350586 0.0012747992642250247 0.0010692157311425008 0.0012393929748943386 0.0011488006460389499 0.0010480532351095917 0.0014052323950837775 0.0015321488392838912 0.0011551733473794679 0.0012719632761716282
leaf_count=491 281 87 79 140 33 427 195 103 41 66 79 61 60 136 79 38 130 126 396 73
internal_value=0 2.97563e-05 7.31126e-05 0.000114935 0.000150313 0.000108511 0.000171626 0.000114973 0.000186236 0.000246953 0.000191232 0.000245758 0.000146889 6.4178e-05 0.000185813 -2.61771e-05 0.000271891 0.000460866 0.000187 -0.000354311
internal_weight=0 0.0245941 0.0234848 0.0221911 0.0209635 0.0199223 0.0183608 0.017129 0.0158274 0.0146211 0.0135164 0.0124369 0.0111621 0.00986998 0.00863059 0.00487405 0.00255403 0.00375654 0.00222439 0.00232002
internal_count=3121 2630 2543 2464 2183 2150 2010 1815 1388 1285 1219 1140 1079 1038 902 320 209 582 456 111
is_linear=0
shrinkage=0.00140032


Tree=2012
num_leaves=12
num_cat=0
split_feature=1 123 50 484 42 151 4 1 2 47 133
split_gain=6.44563e-05 0.000132414 0.000175518 0.00011221 0.000141723 0.000122398 0.000108542 0.000287453 0.000191994 0.000194674 0.000128989
threshold=0.14000500000000002 1.0000000180025095e-35 0.088425000000000017 0.084040000000000017 -1.0000000180025095e-35 -0.090369999999999992 0.0052350000000000009 0.086560000000000012 0.11411 0.090280000000000013 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 10 9 -8 -7
right_child=-2 -3 -4 -5 5 6 8 -9 -10 -11 -12
leaf_value=-0.0027321932000028745 0.0016657055018756885 0.00209528554748282 -0.0027860213474748311 0.0017694686955975645 -0.0023917215960114709 0.0020090336953207961 0.0034693259142557619 -0.0035775711158584716 -0.0015429079734219204 -0.00020455384769746927 -0.0011835036594116161
leaf_weight=0.0011841965048301406 0.0011307379357678024 0.0012887171921608905 0.0014327168190356324 0.0015439151317417918 0.0010570180350322781 0.0016331363553968616 0.0018989879745876723 0.0012214791477440645 0.0011265417236396846 0.0013058657847322408 0.0011620387299428811
leaf_count=636 124 236 518 270 99 271 204 311 100 64 288
internal_value=0 -0.000148387 -0.000361529 -7.52382e-05 -0.000344197 -4.35227e-05 0.000253803 -0.000613491 0.00105807 0.00197235 0.000681799
internal_weight=0 0.0148546 0.0135659 0.0121332 0.0105893 0.00940507 0.00834805 0.00401665 0.0043314 0.00320485 0.00279518
internal_count=3121 2997 2761 2243 1973 1337 1238 870 368 268 559
is_linear=0
shrinkage=0.00732449


Tree=2013
num_leaves=11
num_cat=0
split_feature=1 0 4 13 3 2 0 52 0 16
split_gain=7.52696e-05 0.000118727 0.00011943 0.000113897 0.000105241 0.000109641 0.000123433 0.000104169 0.000100328 0.000200799
threshold=0.08844500000000001 -0.060129999999999996 -0.49405499999999997 -0.094514999999999988 0.076840000000000006 0.094835000000000017 -0.055064999999999996 -0.081934999999999994 -0.15350499999999997 -0.094359999999999986
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 7 -3 -2 5 6 -5 -1 9 -6
right_child=3 2 -4 4 8 -7 -8 -9 -10 -11
leaf_value=0.00016640410368158078 0.0023110264480516968 -0.0016402590780310723 0.0017286106845282772 -0.0011394121287263167 -0.0027496588707774925 0.0031815743768646145 0.0024355812204043788 -0.0031211288823078981 -0.0028905109788986403 0.0021419444419678055
leaf_weight=0.0010574803796373931 0.0018593165432260481 0.0012333059496976093 0.0018810348525112319 0.0019868009257045663 0.001059497831759515 0.0011101656943550489 0.0010423188905463827 0.0019228597217208661 0.0013226117610152244 0.0013521858807461484
leaf_count=340 208 75 154 441 60 272 118 1325 82 46
internal_value=0 -0.000754246 0.000394509 0.000438091 -4.19535e-06 0.00091971 9.07416e-05 -0.00195465 -0.0010283 -7.02853e-06
internal_weight=0 0.00609468 0.00311434 0.0097329 0.00787358 0.00413929 0.00302912 0.00298034 0.0037343 0.00241168
internal_count=3121 1894 229 1227 1019 831 559 1665 188 106
is_linear=0
shrinkage=0.00841354


Tree=2014
num_leaves=11
num_cat=0
split_feature=1 4 2 2 15 3 12 15 47 1
split_gain=6.33975e-05 0.000127362 0.000119763 9.12105e-05 0.000105342 0.000175475 0.000192622 0.000167604 0.000199572 0.000150879
threshold=0.077565000000000009 -0.012509999999999999 0.096540000000000015 0.12198500000000001 0.024640000000000006 -0.10519499999999998 0.051320000000000005 -0.016799999999999995 0.092710000000000015 0.094090000000000021
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -2 7 8 9 -7
right_child=3 -3 -4 -5 -6 6 -8 -9 -10 -11
leaf_value=-0.0013052581283217741 0.0021556675339446268 -0.0023677545650758439 0.00095203260594211485 0.0014715847597827486 -0.0013450943191125782 -0.001015403241938146 -0.0021978226042750093 0.0024701203456498162 -0.002402402344079652 0.0018781392341759842
leaf_weight=0.0015107322436054655 0.0014776011168494982 0.0011223695513660065 0.0019361273637710369 0.0017942084750694762 0.0017318832765279984 0.001115217138657699 0.0013064196458655308 0.0010948984752123785 0.0010651752837382844 0.001561681188881326
leaf_count=804 182 626 206 250 387 58 236 93 67 212
internal_value=0 -0.00060976 -3.73207e-05 0.000230637 -7.41988e-06 0.000296569 -0.000150579 0.000402361 -0.000202647 0.000672666
internal_weight=0 0.00456923 0.00344686 0.0111471 0.00935288 0.00762099 0.00614339 0.00483697 0.00374207 0.0026769
internal_count=3121 1636 1010 1485 1235 848 666 430 337 270
is_linear=0
shrinkage=0.00600863


Tree=2015
num_leaves=19
num_cat=0
split_feature=1213 14 45 124 484 4 13 157 48 16 1 47 2 43 4 48 1 47
split_gain=0.000517905 0.000294236 0.000194686 0.000254252 0.000345463 0.000284186 0.00027282 0.000236532 0.000268393 0.000300672 0.000380909 0.000216813 0.000372576 0.000412824 0.000203192 0.000192531 0.000329232 9.78325e-05
threshold=-1.0000000180025095e-35 0.062655000000000016 0.081955000000000014 -0.043384999999999993 -0.0068949999999999992 -0.51843499999999987 -0.47860499999999995 -0.06266999999999999 0.11951500000000001 -0.056919999999999991 0.077565000000000009 0.10254000000000001 0.086885000000000004 -0.088004999999999986 0.40473500000000007 0.086260000000000017 0.090540000000000023 0.092165000000000011
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 -9 12 -11 -14 15 16 -12 -18
right_child=1 -3 -4 4 5 6 7 8 -10 11 14 -13 13 -15 -16 -17 17 -19
leaf_value=-0.0010044883060731404 0.00067190297139226073 -0.00074765802213148675 -0.00055643764367011624 -0.00072346680367076012 -0.00065505114283500524 0.00087456288412108088 0.00068407319920463369 -0.00034962886267609266 -0.00066288639102707867 -0.0010466223877000783 0.0011578521320339573 0.00038502039452136574 0.00062124282524785783 -0.00059249270524081975 0.0010368537317207911 -0.00011704692830485459 -9.9253183016135389e-05 0.00052666353167989577
leaf_weight=0.0011025356995599317 0.0016308286569715743 0.0010007720756265428 0.0010182875514743719 0.0011649861455397979 0.0010011813499772792 0.0011019345854825719 0.0014249511186162035 0.0016044522340962477 0.0010805142150141509 0.0011765100196287131 0.0011916405867480329 0.0011379939601074973 0.0011500693754051966 0.0013396970098773098 0.0011184832759332103 0.0014601008132411053 0.0011954273151837391 0.0010236617650836166
leaf_count=491 238 90 59 436 37 49 286 451 48 155 82 48 97 238 121 66 108 21
internal_value=0 3.94125e-05 7.7244e-05 0.000109829 5.93855e-05 0.000113012 0.000161057 0.000108302 4.74311e-05 0.000109337 0.000293406 -0.000181609 -0.000357488 -3.18457e-05 0.000465666 0.000334505 0.000527811 0.000189481
internal_weight=0 0.0218215 0.0208207 0.0198024 0.0181716 0.0170066 0.0160054 0.0149035 0.0134786 0.012398 0.00759377 0.00480427 0.00366628 0.00248977 0.00598931 0.00487083 0.00341073 0.00221909
internal_count=3121 2630 2540 2481 2243 1807 1770 1721 1435 1387 849 538 490 335 398 277 211 129
is_linear=0
shrinkage=0.00148603


Tree=2016
num_leaves=17
num_cat=0
split_feature=14 13 13 52 39 48 4 457 132 42 47 160 1 4 484 457
split_gain=0.000557195 0.000265193 0.000318668 0.000271026 0.000262576 0.000331604 0.000367266 0.000366776 0.000369538 0.000213322 0.000351731 0.000234654 0.000295611 0.000289822 0.000275325 0.00014613
threshold=0.076175000000000007 -0.53104499999999988 -0.23438999999999996 -0.40306999999999998 0.091820000000000013 0.12649500000000002 -0.27825499999999997 0.080930000000000016 0.079970000000000013 -1.0000000180025095e-35 0.092710000000000015 -1.0000000180025095e-35 0.10089500000000001 -0.077679999999999985 0.085595000000000018 0.094845000000000013
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 8 9 -8 11 14 13 -13 -11 -9
right_child=-2 2 3 4 -6 -7 7 15 -10 10 -12 12 -14 -15 -16 -17
leaf_value=-0.00080913946830301524 -0.0012190227158075553 0.00078238820174168766 -0.0007753563597239281 -0.00064142029959880613 0.00074020297053027575 -0.00082829129317751491 -0.00078037785233833333 0.0012224729947118689 0.0010327376437003078 -0.00085603681726092952 -0.00073632761364978187 0.00074173161613690184 0.0010597213404567442 -0.00031123696037589578 0.0003762193782271021 0.00034988977538080425
leaf_weight=0.0010278593459398513 0.00109439607970263 0.0018705313718618824 0.0011899072285015853 0.0018278915072535229 0.0016695143639488255 0.0013000548119462821 0.0010856137661899934 0.0012502867225892009 0.0010537405043355855 0.0011504075134881947 0.0014634972121700951 0.0013548978093129698 0.0014999379311568806 0.0019088061761761968 0.0010526119251483557 0.001088201692009072
leaf_count=34 101 131 310 114 164 58 565 106 199 345 127 238 88 310 144 87
internal_value=0 5.41417e-05 9.6872e-05 2.90098e-05 8.30678e-05 1.4653e-05 8.90206e-05 0.000192458 5.44067e-05 -5.39299e-05 3.96202e-05 0.000202625 0.00041993 0.000125894 -0.00026726 0.000816422
internal_weight=0 0.0217938 0.0207659 0.0188954 0.0177055 0.0160359 0.0147359 0.012908 0.0105695 0.00951577 0.00843016 0.00696666 0.00476364 0.0032637 0.00220302 0.00233849
internal_count=3121 3020 2986 2855 2545 2381 2323 2209 2016 1817 1252 1125 636 548 489 193
is_linear=0
shrinkage=0.00174112


Tree=2017
num_leaves=12
num_cat=0
split_feature=41 484 4 16 1 42 43 15 52 0 16
split_gain=7.23938e-05 6.67375e-05 7.894e-05 0.000101216 8.14439e-05 0.000157211 0.000133391 0.000195049 0.000148111 9.19022e-05 9.18258e-05
threshold=0.078475000000000017 -0.0068949999999999992 0.27287000000000006 -0.36241499999999999 0.12811000000000003 0.091735000000000025 -0.073959999999999984 1.0000000180025095e-35 -0.081429999999999989 -0.14454499999999995 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 10 8 -8 -10 -5
right_child=-2 2 -4 4 -6 -7 7 -9 9 -11 -12
leaf_value=-0.0016052934290580636 -0.001844737096464287 -0.0018785148072916749 0.0018048404674371836 0.00048586356444646397 0.0017468055610771029 -0.002519710756737752 0.0024773052405642924 -0.002981654044269292 0.0011065610296296328 -0.0013799603585134203 0.0029633187446263553
leaf_weight=0.0010463213389305158 0.0010041007777412117 0.0012073943768083776 0.0014299622639156193 0.0017732030087099582 0.0015823717375449417 0.0010705196997200109 0.0011806348100461212 0.0010895177788777383 0.0011789072632524267 0.0019640720549310795 0.0012744068264895839
leaf_count=488 148 103 287 495 81 386 199 545 50 164 175
internal_value=0 0.000108683 0.000239101 5.73828e-05 0.0002677 2.21405e-05 0.000343756 -0.000319516 0.000351323 -0.000447285 0.00152185
internal_weight=0 0.0147973 0.013751 0.012321 0.0111136 0.00953126 0.00846074 0.00541313 0.00432361 0.00314298 0.00304761
internal_count=3121 2973 2485 2198 2095 2014 1628 958 413 214 670
is_linear=0
shrinkage=0.00704007


Tree=2018
num_leaves=12
num_cat=0
split_feature=16 16 16 160 2 0 1 2 133 3 1
split_gain=5.89696e-05 0.000250257 0.000163723 0.000150378 0.000102723 0.000100181 0.000224003 8.27678e-05 8.12085e-05 0.000122117 6.76645e-05
threshold=-0.056919999999999991 -0.008904999999999998 -0.074319999999999983 -0.081069999999999989 0.10644500000000001 -0.20211999999999997 0.11551000000000002 0.090050000000000005 0.083950000000000011 -0.075634999999999994 0.10612500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 -3 7 -1 8 -5 9 -7 -6
right_child=1 3 -4 4 10 6 -8 -9 -10 -11 -12
leaf_value=-0.0013937654506601812 -0.003317258945548701 0.0021834089940689651 0.0028743929083438311 -0.00017994922547699715 0.002018624574734795 0.00018367699826063702 0.0031311839207981899 -0.0022257028166640176 0.0013230428380206704 -0.0026424166518848567 -0.00040724786046602158
leaf_weight=0.0016587152569282875 0.0011233611681299507 0.0012097905421616685 0.0010196381727683671 0.0019772617156432228 0.0010023107703937967 0.0019088466467496162 0.0011023625036810092 0.0015547816393091524 0.0010673178778136255 0.0010392721500333 0.0010220079064240384
leaf_count=102 384 205 222 370 161 624 205 229 327 168 124
internal_value=0 -0.000417544 0.000395991 6.38853e-05 -0.0003976 2.3075e-05 0.000482283 -0.00108048 -0.000244923 -0.000812579 0.000793886
internal_weight=0 0.00788951 0.00779615 0.00676615 0.00555636 0.00677651 0.0051178 0.00353204 0.00401544 0.00294812 0.00202432
internal_count=3121 1473 1648 1089 884 1426 1324 599 1119 792 285
is_linear=0
shrinkage=0.00663402


Tree=2019
num_leaves=11
num_cat=0
split_feature=52 457 1 2 16 52 159 13 43 1
split_gain=6.02209e-05 0.000114447 0.000117366 8.29034e-05 0.000215187 0.000113089 0.000109971 9.86589e-05 0.000133128 9.59661e-05
threshold=-0.26636999999999994 0.087995000000000004 0.13210500000000003 0.11293500000000002 -0.073849999999999985 0.10473500000000001 0.082585000000000006 0.0076650000000000008 -0.072864999999999985 0.089175000000000018
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 7 8 -2 -10
right_child=1 -3 -4 4 -6 -7 -8 -9 9 -11
leaf_value=-0.0010597009574061461 0.0021654017131455755 0.0016635047229423391 0.0018133833629039476 -0.00073014423050419284 0.0025796355011331621 -0.0021062632317307229 -0.0017394884454401381 -0.0012607389530383088 0.00087818902874324133 -0.0010044726645339077
leaf_weight=0.001632867432389269 0.001181658080274782 0.0014246945905528061 0.0010198276490654455 0.0015648331160333373 0.001127106936407469 0.0012571149091408478 0.0013333596019310494 0.0013984273166271488 0.0017973575410708664 0.0018150273711498022
leaf_count=354 397 148 203 141 141 437 285 185 616 214
internal_value=0 0.000112656 -6.41777e-05 -0.000231045 0.00065565 -0.000502814 -0.000234974 8.89769e-05 0.00048269 -6.77463e-05
internal_weight=0 0.0139194 0.0124947 0.0114749 0.00269194 0.00878294 0.00752583 0.00619247 0.00479404 0.00361238
internal_count=3121 2767 2619 2416 282 2134 1697 1412 1227 830
is_linear=0
shrinkage=0.00577531


Tree=2020
num_leaves=17
num_cat=0
split_feature=14 1213 11 47 123 133 484 3 0 0 15 1 12 4 52 0
split_gain=0.000512571 0.000400233 0.000215949 0.000221801 0.000258601 0.000295288 0.000229753 0.000233412 0.000219149 0.000441709 0.000265627 0.000257477 0.000210586 0.000211585 0.000112208 0.000141895
threshold=0.076175000000000007 -1.0000000180025095e-35 0.088215000000000002 0.13148500000000005 1.0000000180025095e-35 -0.085499999999999979 -1.0000000180025095e-35 -0.15447499999999995 -0.10096999999999999 -0.15202999999999997 -0.095869999999999983 0.095285000000000022 0.088485000000000022 -0.083854999999999985 0.10160000000000001 -0.059114999999999994
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 -9 -11 13 -10 15 -14
right_child=-2 2 -4 -5 -6 6 7 8 12 11 -12 -13 14 -15 -16 -17
leaf_value=-0.00080002537503047293 -0.00089156417910733244 0.00072389960637961727 -0.00047683781467546709 -0.00034428188491791433 0.00068959826792351045 -0.00053967999445746347 0.00064427083942055364 -0.0004281485042746271 -5.2567812691146977e-05 8.0042470761561871e-05 0.00026881949816376312 0.00091110583685390925 -0.00016102238784484224 -0.00083924127649778301 -0.00029035974776684553 0.00046494537597070929
leaf_weight=0.0010001488806886455 0.0011436462275145045 0.0012770037896429947 0.0012284405768063769 0.001816389942054907 0.0014731143184060136 0.0011091795188417465 0.0012818001238046979 0.0020011084092965703 0.001245016378204733 0.0010644416626019969 0.0019616939645707987 0.0018475024255546479 0.0011111576505700681 0.0012325148731395282 0.001168422931702634 0.0016015646020903808
leaf_count=477 101 310 101 53 242 412 79 56 132 57 68 82 315 361 194 81
internal_value=0 3.22003e-05 7.106e-05 0.000104395 0.000148748 0.000101608 5.07473e-05 9.58647e-05 4.27457e-05 0.000209323 -8.31306e-05 0.000607316 -0.000137351 -0.00044392 5.83477e-05 0.000208543
internal_weight=0 0.0224195 0.0214194 0.0201909 0.0183745 0.0169014 0.0156244 0.0145152 0.0132334 0.00687475 0.0039628 0.00291194 0.00635868 0.00247753 0.00388115 0.00271272
internal_count=3121 3020 2543 2442 2389 2147 1837 1425 1346 263 124 139 1083 493 590 396
is_linear=0
shrinkage=0.00134594


Tree=2021
num_leaves=12
num_cat=0
split_feature=484 133 52 16 42 160 52 2 4 47 2
split_gain=6.30921e-05 7.34678e-05 0.00011132 0.000170023 0.000126996 0.000152009 0.000156671 0.000137177 0.000136385 0.000446012 0.000162807
threshold=-0.0068949999999999992 0.10622000000000002 -0.38533999999999996 0.23311500000000004 -0.0060199999999999993 -0.080409999999999995 0.077655000000000016 0.121465 0.053180000000000012 0.092710000000000015 0.089885000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 7 8 10 -10 -7
right_child=1 -3 3 -5 5 6 -8 -9 9 -11 -12
leaf_value=-0.0015318657673774887 -0.0015021644126535561 -0.0015476752314777186 -0.0017757289686784648 0.0024538826840847777 -0.0012698716436537864 -0.0019094893235218474 0.0027345394231692252 -0.001742477152000011 0.0041665312768455762 -0.0012301529798280264 0.0012584353524517215
leaf_weight=0.001035298394087965 0.0013678102457084168 0.0010259026098846215 0.0012464130958594099 0.0014646564119424896 0.0018118836056136246 0.0012445258216375798 0.0013737264667237348 0.0010529309323392411 0.0014430912407086671 0.0010951962508425339 0.001403365209817431
leaf_count=503 276 371 577 91 394 232 216 129 155 53 124
internal_value=0 9.73444e-05 0.000222321 0.000416685 0.000137072 0.000390038 0.000785103 0.000355877 0.000781898 0.00183802 -0.00023051
internal_weight=0 0.0145295 0.0135036 0.0121358 0.0106711 0.00942472 0.00761284 0.00623911 0.00518618 0.00253829 0.00264789
internal_count=3121 2618 2247 1971 1880 1303 909 693 564 208 356
is_linear=0
shrinkage=0.00637641


Tree=2022
num_leaves=18
num_cat=0
split_feature=1213 14 11 453 4 160 160 50 0 0 0 0 15 4 4 16 49
split_gain=0.000451083 0.000271289 0.000226666 0.00021989 0.000400018 0.00024171 0.000316148 0.000211951 0.000129661 0.000227228 0.000281299 0.000248074 0.000230088 0.000207853 0.000160734 0.000122889 7.5037e-05
threshold=-1.0000000180025095e-35 0.054835000000000009 0.088215000000000002 1.0000000180025095e-35 0.27287000000000006 -0.091944999999999985 -0.078059999999999977 0.088280000000000011 0.18019500000000002 -0.10096999999999999 -0.11756999999999999 -0.060129999999999996 -0.095869999999999983 -0.35136499999999998 0.024790000000000003 -0.16075999999999999 -0.073374999999999982
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 12 -11 -8 -13 -15 -6 -14
right_child=1 -3 -4 -5 15 6 7 -9 -10 11 -12 13 16 14 -16 -17 -18
leaf_value=-0.0010821279638843816 -0.00054215122511638912 -0.0007770032761053986 -0.00062827517417204904 -0.00057469364738675578 0.001258068058784499 0.0010342640510517293 -0.00065516336749930296 0.00070666836072509241 0.00054161654879053014 -0.00077347597694253525 0.0007852944240471757 -0.00052352193063056609 -4.9069163648820475e-05 0.00069191199047615099 -0.00015653335564172341 0.00044750285737613511 0.00051230684740200601
leaf_weight=0.0010161132150632848 0.0015245014963043103 0.0010482196688560421 0.0011502339728739477 0.0011471270708321426 0.0010129168375202294 0.0010010505339395149 0.0011474579766941329 0.001304440080342196 0.0011224324747121104 0.0018074064001795719 0.0015627217445157689 0.0014696173661845613 0.0012950594564520301 0.0011797657688499327 0.0012253376016806428 0.0010011316125037575 0.0012690065505371884
leaf_count=491 338 96 98 79 212 190 60 268 19 783 61 96 56 103 43 77 51
internal_value=0 3.68455e-05 7.90356e-05 0.000121698 0.00016627 7.90567e-05 0.000144895 7.83709e-05 1.05185e-05 -4.38902e-05 0.000201355 -0.000271531 -4.45098e-05 -3.73934e-05 0.000259651 0.000855157 0.000228767
internal_weight=0 0.0212684 0.0202202 0.01907 0.0179228 0.0159088 0.0143843 0.0133832 0.0120788 0.0109564 0.00527425 0.00568213 0.00371152 0.00387472 0.0024051 0.00201405 0.00256407
internal_count=3121 2630 2534 2436 2357 2068 1730 1540 1272 1253 228 1025 167 242 146 289 107
is_linear=0
shrinkage=0.0016407


Tree=2023
num_leaves=12
num_cat=0
split_feature=1 13 3 457 43 15 43 4 4 2 4
split_gain=6.11667e-05 0.000107378 0.000120725 0.000231637 0.000162709 0.000175758 0.00013439 0.000104061 0.000156613 7.54478e-05 0.000151051
threshold=0.08844500000000001 -0.094514999999999988 0.12178000000000001 0.045365000000000009 -0.052894999999999991 -0.10091499999999999 -0.24021999999999996 -0.15764999999999998 -0.49405499999999997 0.092365000000000017 -0.014149999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 4 6 -6 -3 8 -1 10 -9
right_child=1 2 -4 -5 5 -7 -8 9 -10 -11 -12
leaf_value=-0.0011124748280200583 0.0015661465754117326 -0.00082911266169132826 -0.0016509553862139648 0.0027116771773479154 0.00018602118422774994 -0.0029275729887860524 0.0018464641117482161 -0.0022109469995074205 0.0018271316280937385 -0.0023888110662229714 0.00081438807933967836
leaf_weight=0.0011964239216350411 0.0018306770597325828 0.0010784930972284057 0.0013089774849461833 0.0011462536399328704 0.0013279087083848395 0.0011955608631875076 0.0016452588411764047 0.0010325830319820638 0.0013259355061223674 0.0011310887153932504 0.0012858910621032895
leaf_count=75 208 41 61 128 108 310 371 756 60 590 413
internal_value=0 0.000283743 -2.10513e-05 0.000312649 -0.000211417 -0.00128913 0.000787046 -0.000476574 0.000432796 -0.00114152 -0.000533011
internal_weight=0 0.00953313 0.00770245 0.00639348 0.00524722 0.00252347 0.00272375 0.00597192 0.00252236 0.00344956 0.00231847
internal_count=3121 1227 1019 958 830 418 412 1894 135 1759 1169
is_linear=0
shrinkage=0.00589082


Tree=2024
num_leaves=11
num_cat=0
split_feature=11 43 48 12 16 52 2 4 3 0
split_gain=6.2929e-05 6.71635e-05 0.000141606 0.00010764 0.000133302 8.38419e-05 9.32486e-05 0.000162399 0.000104503 0.000105442
threshold=0.081790000000000015 -0.052894999999999991 0.086425000000000016 0.051320000000000005 -0.078844999999999985 -0.088204999999999992 0.10613000000000002 0.058735000000000009 0.090900000000000009 -0.10224499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -3 8 -8 9 -7
right_child=-2 5 -4 4 -6 6 7 -9 -10 -11
leaf_value=0.0015900033431459455 -0.0015618934267549783 -0.0018497686662591636 0.0031101534441149983 0.00087886388416818042 -0.0022549134608834199 -0.0016584621441436218 0.00069767059491522142 -0.0025424834157085677 0.0021454523944115368 0.0011113963809371143
leaf_weight=0.0016767119712367039 0.0011944313416506489 0.0013828907986750908 0.0010140474929900695 0.0013502695564067049 0.0013407719331257617 0.0012301838798784454 0.0015539697707334724 0.0015132332526194003 0.0015815582660382299 0.0015262691302354563
leaf_count=197 175 217 234 290 666 130 125 174 107 806
internal_value=0 0.000120763 0.000740124 0.000189882 -0.000682495 -0.000258532 3.86246e-05 -0.00090089 0.000702911 -0.00012477
internal_weight=0 0.0141699 0.0053818 0.00436775 0.00269104 0.00878811 0.00740521 0.0030672 0.00433801 0.00275645
internal_count=3121 2946 1387 1153 956 1559 1342 299 1043 936
is_linear=0
shrinkage=0.00704007


Tree=2025
num_leaves=17
num_cat=0
split_feature=14 124 123 4 47 14 0 2 0 49 16 15 49 16 0 1
split_gain=0.000289535 0.000163382 0.000330071 0.000281885 0.000285339 0.000244769 0.000253733 0.000331817 0.000217481 0.000270545 0.000193932 0.000185377 0.000162179 0.000130854 0.000291901 0.000127498
threshold=0.062655000000000016 0.08919500000000001 1.0000000180025095e-35 -0.49405499999999997 0.13148500000000005 -0.10708499999999999 -0.10607499999999999 0.084145000000000011 0.062580000000000011 -0.083629999999999996 -0.020119999999999996 -0.11345499999999999 -0.043469999999999995 -0.056919999999999991 -0.060129999999999996 0.095285000000000022
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 -7 9 -8 11 -9 -13 15 -15 -11
right_child=-2 -3 -4 4 -6 6 8 10 -10 13 -12 12 -14 14 -16 -17
leaf_value=-0.00081384667114923548 -0.00084757927537795828 0.00065049397355937085 0.00072939663403878609 -0.00054739894172106847 -0.0008359755717172305 0.0010633581727938698 -0.00094657640815145531 0.0005690345841004909 0.00050036461171463608 -7.2153273011242613e-05 0.00077337772231327365 7.4269489340813411e-05 -0.00073668843337691432 -0.00097038382698227813 0.00010571865083237995 0.00064094533115136173
leaf_weight=0.0012096183121902233 0.0010233540761884754 0.0010392981560123351 0.0014677180204597405 0.0016272546994907091 0.0010162692838661105 0.0013454331344588894 0.0010527238660522076 0.0010315422945603725 0.0013934667778719434 0.0017807386720503733 0.0010410528580671041 0.0016894917859228142 0.0010252403416544098 0.001056041662949616 0.0017055299963111429 0.0010204900734366307
leaf_count=139 104 60 227 100 52 54 79 83 80 956 48 93 48 776 113 109
internal_value=0 2.91047e-05 -4.07734e-06 -6.39017e-05 -9.85748e-06 4.33836e-05 0.000111363 0.000357585 -7.71769e-05 -0.000198828 0.000159234 -1.14305e-05 -0.000231995 -5.73213e-05 -0.000305789 0.000187629
internal_weight=0 0.0205019 0.0194626 0.0179949 0.0167853 0.015769 0.0141418 0.00613276 0.00800899 0.00661552 0.00478733 0.00374627 0.00271473 0.0055628 0.00276157 0.00280123
internal_count=3121 3017 2957 2730 2591 2539 2439 326 2113 2033 272 224 141 1954 889 1065
is_linear=0
shrinkage=0.00160853


Tree=2026
num_leaves=11
num_cat=0
split_feature=4 42 43 16 16 2 13 2 0 15
split_gain=6.21666e-05 9.34028e-05 0.000150864 9.86037e-05 9.74586e-05 0.00012199 0.00011609 0.000137019 8.59061e-05 0.000169426
threshold=0.24564500000000003 -0.095859999999999987 -0.17390999999999998 0.22339500000000004 -0.18708499999999997 0.098035000000000011 -0.084319999999999992 0.084245000000000014 -0.11013499999999998 -0.15026499999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -6 -8 9 -2
right_child=8 2 3 -5 5 -7 7 -9 -10 -11
leaf_value=-0.0024853457612103386 0.0023421719543096635 0.0023949618342790887 -0.0018365121382226865 -0.0020013623056842544 -0.0026054872848773839 0.0020848121225292421 0.0021437361433141078 -0.0011653282694549035 0.0026433358798821686 -0.0021279856348372637
leaf_weight=0.0010942459007860237 0.0010140903981546157 0.0013795238458182988 0.0014686264749046466 0.0019478837553593151 0.0010493473793680638 0.0019340505455048805 0.0015271039628531134 0.001621956054903324 0.0012003588661922164 0.0011233037747810926
leaf_count=218 87 109 114 367 524 331 443 589 228 111
internal_value=0 -0.00027694 -5.58171e-05 -0.000409877 -2.03693e-06 0.000437291 -0.000321661 0.000439368 0.000946071 -7.11156e-06
internal_weight=0 0.0120227 0.0109285 0.00954897 0.00760108 0.00613246 0.00419841 0.00314906 0.00333775 0.00213739
internal_count=3121 2695 2477 2368 2001 1887 1556 1032 426 198
is_linear=0
shrinkage=0.00792826


Tree=2027
num_leaves=11
num_cat=0
split_feature=484 42 47 4 4 3 2 13 3 48
split_gain=6.54753e-05 7.78247e-05 0.000116962 0.000118071 0.00015487 8.31929e-05 0.000150423 8.21002e-05 7.99907e-05 6.30017e-05
threshold=-0.0068949999999999992 0.10256000000000001 0.10980000000000002 0.27834500000000006 0.055260000000000011 -0.078934999999999991 0.083795000000000022 -0.023499999999999997 0.12745000000000004 0.086260000000000017
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 -7 -2 9 -8
right_child=1 -3 -4 -5 -6 6 8 -9 -10 -11
leaf_value=-0.0016665376323341684 -0.0019613191248731452 -0.001607676722354495 0.001912962467852868 0.0017789538309552339 -0.0020965423141015922 0.002617947534995869 0.00021475998574180513 0.00026235253352501397 0.0013992855773592599 -0.001922120770296606
leaf_weight=0.0010178823432197082 0.0013971763378864323 0.0011133722298481081 0.0016976351057339774 0.0014998735677746464 0.0017317868371371373 0.0013282830505637984 0.0014706606641506706 0.0016676980273947614 0.0012209936672717969 0.0011074946095345484
leaf_count=503 536 311 119 239 198 168 250 601 69 127
internal_value=0 0.000109956 0.000255698 9.42338e-06 -0.000258014 0.000130636 0.000657833 -0.000751347 -2.74747e-05 -0.000703177
internal_weight=0 0.014235 0.0131216 0.011424 0.00992409 0.00819231 0.00512743 0.00306487 0.00379915 0.00257816
internal_count=3121 2618 2307 2188 1949 1751 614 1137 446 377
is_linear=0
shrinkage=0.0067667


Tree=2028
num_leaves=12
num_cat=0
split_feature=11 3 3 151 150 15 3 52 1 43 2
split_gain=6.5038e-05 6.32701e-05 7.76769e-05 9.78399e-05 9.76813e-05 0.00013441 0.000184441 0.000164629 0.000158336 8.02107e-05 5.00129e-05
threshold=0.081790000000000015 -0.12018999999999998 -0.078934999999999991 0.043560000000000008 0.082565000000000013 -0.016799999999999995 0.099930000000000005 0.081010000000000013 0.099660000000000012 -0.11008499999999999 0.085855000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 9 4 5 6 8 10 -4 -3 -7
right_child=-2 2 3 -5 -6 7 -8 -9 -10 -11 -12
leaf_value=0.0012347602899438149 -0.001473383994184648 0.00017948483608263733 -0.0012089256872978142 -0.0015922427077124772 0.0020828022996210254 0.0032848663006662254 -0.0020754754665874842 -0.00079070224289290122 0.0022978116300907095 -0.0022756571886832417 0.001261069508889221
leaf_weight=0.0018556340274263764 0.0011805449455902792 0.0010465219937073672 0.0010181095012547015 0.0011455282922535068 0.00128835221065704 0.0010018333956114392 0.001971227495053407 0.0011952337875170901 0.0011712429770789935 0.0012180765483751996 0.0010663223511573339
leaf_count=180 175 175 313 83 182 107 149 213 193 1217 134
internal_value=0 0.000116351 -5.48488e-05 0.000194686 0.000429638 0.000142749 -0.000632305 0.00113089 0.000667082 -0.00114108 0.00224142
internal_weight=0 0.0139781 0.0121224 0.00985785 0.00871232 0.00742397 0.00416058 0.00326339 0.00218935 0.0022646 0.00206816
internal_count=3121 2946 2766 1374 1291 1109 655 454 506 1392 241
is_linear=0
shrinkage=0.00650394


Tree=2029
num_leaves=12
num_cat=0
split_feature=147 52 11 52 13 2 0 1 52 15 16
split_gain=6.15956e-05 0.00010789 0.000119324 0.000130766 0.000155144 0.000116739 0.000212154 0.000190199 0.000100736 0.00018792 0.000122592
threshold=0.087350000000000025 0.25317500000000004 1.0000000180025095e-35 0.10744000000000002 -0.0034749999999999994 0.11215000000000001 -0.10096999999999999 0.094465000000000007 -0.013374999999999998 0.083935000000000023 0.066275000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 8 6 7 -6 10 -10 -1
right_child=-2 -3 -4 -5 5 -7 -8 -9 9 -11 -12
leaf_value=0.0035909148083054661 0.0015725733658525458 -0.0022069427847893836 -0.0018431770358351975 0.0024671563168600376 -0.00070663444875943015 -0.002663748229793999 -0.001979470528153237 0.0029435189187763475 -0.0014968166600374559 0.0021001439441264121 0.00032180925307978569
leaf_weight=0.001103347414161366 0.0010515889776512429 0.0010543778407341069 0.0013714340967169178 0.0011181601211604228 0.0013964423402681447 0.0011397407002954607 0.0018722876145335025 0.0012288178285695395 0.0015350715412927006 0.0011734197164323876 0.00100245059564214
leaf_count=399 146 318 217 217 77 115 380 40 442 533 237
internal_value=0 -0.000125516 4.40677e-05 0.000267775 3.24743e-05 -0.000729401 -0.000239211 0.00100191 0.000924592 6.15212e-05 0.00203468
internal_weight=0 0.0139955 0.0129412 0.0115697 0.0104516 0.00563729 0.00449755 0.00262526 0.00481429 0.00270849 0.0021058
internal_count=3121 2975 2657 2440 2223 612 497 117 1611 975 636
is_linear=0
shrinkage=0.0067667


Tree=2030
num_leaves=19
num_cat=0
split_feature=1213 14 1374 457 11 13 52 2 49 4 1 3 3 43 0 1 52 15
split_gain=0.000559038 0.000358439 0.000227382 0.000244589 0.000316467 0.000327338 0.000410586 0.000311618 0.00031187 0.000225026 0.000274851 0.000198404 0.000265098 0.000289995 0.000233199 0.000187841 0.00014187 0.000117875
threshold=-1.0000000180025095e-35 0.062655000000000016 -0.08070999999999999 0.080930000000000016 0.088215000000000002 -0.084034999999999985 0.10160000000000001 0.116525 -0.066019999999999981 -0.077679999999999985 0.091785000000000019 0.10732000000000001 -1.0000000180025095e-35 -0.074359999999999996 -0.057069999999999989 0.088340000000000016 0.09086000000000001 -0.040439999999999997
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 6 9 8 -7 -4 -11 12 13 14 -10 -5 -9 -14
right_child=1 -3 3 15 -6 7 -8 16 11 10 -12 -13 17 -15 -16 -17 -18 -19
leaf_value=-0.0012115612903484253 -0.00067956362274703493 -0.00094033079343070001 0.0012804355451162212 0.00014113640682516802 -0.00084007760719616103 -0.0010775851312744746 -0.00031515970845928442 0.00013051890299517515 -0.00039736992116799931 -0.00025314733651786111 0.00087458129664559777 -0.00068580994453344289 0.00013625571365638873 -0.00085994648772709916 0.00055374370316957334 0.0011470562744013927 0.0010140956293779946 0.00090949619341438388
leaf_weight=0.0010716161623779271 0.001037759444557195 0.0010131701724973565 0.001459795099894079 0.0010092921996430739 0.0010396405507542275 0.0010009458655302313 0.0014467453182523959 0.0011215995831720662 0.0014449966061002364 0.0010139286032497747 0.0016618168688896789 0.0012648860856696587 0.0011555252741137778 0.0013306331938083473 0.0015642751642620627 0.0011655602112759234 0.0010029922776971789 0.0011423369192260658
leaf_count=491 56 90 74 81 96 79 132 168 440 251 151 34 42 621 72 120 57 66
internal_value=0 5.11801e-05 9.93315e-05 0.000140104 7.35484e-05 0.000130732 0.000467539 -3.97546e-05 -0.000179921 0.000741353 0.000447248 -6.6223e-05 5.18448e-05 -0.000196378 9.70365e-05 0.000680235 0.000547644 0.000520657
internal_weight=0 0.0218759 0.0208627 0.019825 0.0176501 0.0166105 0.00558229 0.0110282 0.0089036 0.00413554 0.00267575 0.00790265 0.00663777 0.0043399 0.00300927 0.00217485 0.00212459 0.00229786
internal_count=3121 2630 2540 2484 2283 2187 608 1579 1354 476 402 1275 1241 1133 512 201 225 108
is_linear=0
shrinkage=0.00170698


Tree=2031
num_leaves=19
num_cat=0
split_feature=1213 14 52 157 130 159 48 14 1 2 43 52 2 151 0 4 4 1
split_gain=0.000479342 0.000280969 0.000187218 0.000237714 0.000268495 0.000285569 0.000379909 0.000270286 0.000259902 0.00025951 0.000247623 0.000225255 0.00027935 0.000287597 0.000214434 0.00015519 0.000121774 8.21525e-05
threshold=-1.0000000180025095e-35 0.054835000000000009 -0.40306999999999998 -0.073574999999999988 -0.0015749999999999998 0.10395500000000001 0.12737000000000001 -0.10708499999999999 0.10752500000000002 0.11548000000000001 -0.15582499999999996 0.11434500000000002 0.089885000000000007 -0.0096649999999999982 0.14486500000000005 -0.0052149999999999992 -0.0078799999999999981 0.122715
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 6 7 -6 10 17 -9 12 16 -14 15 -15 -12 -10
right_child=1 -3 3 4 5 -7 -8 8 9 -11 11 -13 13 14 -16 -17 -18 -19
leaf_value=-0.0010768622053191437 -0.00050189251098537043 -0.00075255926466878686 0.00071377389462716728 -0.00071561860920623624 -0.00049356406286014942 -0.00069638946769003541 -0.00073683457592257158 0.0007180351952298799 0.00065815907640175055 0.0012987434672515391 0.00015298502090480408 -0.00063094267461993457 -0.00033336578720254199 0.0013294147313824469 2.9744784936241207e-05 0.00050399441150376836 -0.00054460841259877646 7.1671099085589518e-05
leaf_weight=0.0010008375252566612 0.001281394792827152 0.0010572126540603346 0.0015448295792221392 0.0010227267677428284 0.0011523033412168824 0.0010065025932847324 0.0010671236725497421 0.0016853139908883383 0.0012392094585587108 0.0011159010956707377 0.0010609111661279893 0.0010419930025934929 0.0010148487528481298 0.0010819022877434359 0.0010300376644476472 0.0011889940701484032 0.001505257769681875 0.0011407126178690358
leaf_count=491 299 96 296 200 76 185 64 93 81 97 340 246 72 111 22 128 160 64
internal_value=0 3.99198e-05 8.14372e-05 0.000120989 6.82195e-05 0.000117307 0.00017075 0.00023868 0.000303065 0.000671265 0.000169115 5.23673e-05 0.000155827 0.000400823 0.000626544 0.000897242 -0.000256208 0.000377051
internal_weight=0 0.0212372 0.02018 0.0188986 0.0173537 0.016331 0.0153245 0.0142574 0.0131051 0.00349582 0.00960926 0.00792394 0.00688195 0.00431578 0.00330093 0.0022709 0.00256617 0.00237992
internal_count=3121 2630 2534 2235 1939 1739 1554 1490 1414 242 1172 1079 833 333 261 239 500 145
is_linear=0
shrinkage=0.00157699


Tree=2032
num_leaves=12
num_cat=0
split_feature=133 3 48 51 0 0 4 52 0 12 0
split_gain=6.11964e-05 0.000113973 0.000145693 0.000144993 0.000160701 8.2365e-05 0.000105659 0.000136438 0.000104157 0.000128917 4.7553e-05
threshold=0.10622000000000002 0.16158000000000003 0.11951500000000001 0.087505000000000013 -0.17169499999999996 -0.060129999999999996 -0.35136499999999998 -0.088204999999999992 -0.10607499999999999 0.088365000000000013 -0.14051499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 8 -7 -8 10 -10 -6
right_child=-2 -3 -4 -5 5 6 7 -9 9 -11 -12
leaf_value=0.002839964002883721 -0.0020132780877273279 0.0026048735478573716 -0.0031605639039805873 -0.002147564097130533 -0.00059906754400835649 -0.0008519381719794475 -0.00011797127989786354 0.0039073168544528783 -0.00032835582062380102 -0.0041802727435769245 0.0019526418913926062
leaf_weight=0.0017733275671508912 0.0010062933641890254 0.0012085710802319802 0.0010127107332671423 0.0016543798345891878 0.0010059280498476708 0.0014141664215037153 0.0011079254904321767 0.0012902183559660848 0.0015896286547926741 0.0010032098313472633 0.0010635942508714956
leaf_count=118 435 149 77 313 123 167 81 147 806 606 99
internal_value=0 0.000134178 -9.70249e-05 0.000163635 0.000536743 5.47929e-05 0.000972063 0.00204766 -0.000695239 -0.00181872 0.000712338
internal_weight=0 0.0141237 0.0129151 0.0119024 0.010248 0.00847467 0.00381231 0.00239814 0.00466236 0.00259284 0.00206952
internal_count=3121 2686 2537 2460 2147 2029 395 228 1634 1412 222
is_linear=0
shrinkage=0.00841354


Tree=2033
num_leaves=17
num_cat=0
split_feature=1213 14 11 160 13 52 157 3 1 49 39 1 43 47 4 47
split_gain=0.000501984 0.000251253 0.000258646 0.000220587 0.000227912 0.000309372 0.000349487 0.000477284 0.000258351 0.000208715 0.000206891 0.000331944 0.000188529 0.000163117 0.00013961 0.000199035
threshold=-1.0000000180025095e-35 0.054835000000000009 0.088215000000000002 -0.24498999999999996 -0.084034999999999985 0.10744000000000002 -0.073574999999999988 0.11296500000000002 0.08592000000000001 -0.081604999999999997 0.090190000000000006 0.077565000000000009 0.13895500000000002 0.087235000000000021 0.0061450000000000003 0.092710000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 8 6 -6 9 12 -8 11 -11 -5 -10 -13 -16
right_child=1 -3 -4 4 5 -7 7 -9 13 10 -12 14 -14 -15 15 -17
leaf_value=-0.0010773989647866536 -0.00061194856585652826 -0.00072610432812436252 -0.00066219791913022148 -0.00023657310254110873 0.00076192539021448279 0.00075850137765145012 0.00050743484539663125 -0.00093891894068519235 0.0010747250862985114 -0.00084281673152363282 0.00051491579728826038 -0.00037807630641077721 0.00058537850557259681 0.00027884620045294354 0.00057923441841438775 -0.00030170584595181032
leaf_weight=0.0010878038678126941 0.0010048959641524675 0.0010504426147668324 0.0011492391616041422 0.0017806730507272323 0.0012533226137898283 0.0014015590231568889 0.0017507923347583887 0.001622632126084155 0.0017643735466243982 0.0016628095960115642 0.001142875269704996 0.0015826948776136718 0.0012144122902224552 0.00107057009846033 0.0016341915942363894 0.0011172460477912871
leaf_count=491 223 96 98 324 186 165 98 69 206 565 104 274 37 62 67 56
internal_value=0 4.17404e-05 7.98723e-05 0.000122507 0.000161355 4.41276e-05 -4.09641e-05 -0.00013668 0.000426134 9.73777e-06 -0.000112305 -0.000231839 9.67023e-05 0.000774174 2.56589e-06 0.000221521
internal_weight=0 0.0222027 0.0211523 0.020003 0.0189982 0.0131681 0.0117666 0.0105132 0.00583003 0.00889061 0.00713982 0.00599694 0.00299509 0.00283494 0.00433413 0.00275144
internal_count=3121 2630 2534 2436 2213 1584 1419 1233 629 1164 1066 962 361 268 397 123
is_linear=0
shrinkage=0.00160853


Tree=2034
num_leaves=18
num_cat=0
split_feature=1213 14 453 16 11 2 4 160 150 0 12 52 4 3 15 2 2
split_gain=0.00052674 0.000407166 0.00020991 0.00032116 0.000160546 0.000189801 0.000220916 0.00040529 0.000296246 0.000261005 0.000347775 0.000220713 0.000215242 0.000158251 0.000255952 0.000119395 5.58539e-05
threshold=-1.0000000180025095e-35 0.076175000000000007 1.0000000180025095e-35 -0.49446999999999991 0.080455000000000013 0.10912000000000001 -0.49405499999999997 -0.091944999999999985 0.088985000000000009 -0.019414999999999998 -1.0000000180025095e-35 0.070205000000000017 0.033845000000000007 -0.08824499999999999 -0.055554999999999993 0.079055000000000014 0.10912000000000001
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 5 6 -5 -8 9 10 -9 12 -7 -12 -15 -16 -2
right_child=1 -3 -4 4 -6 11 7 8 -10 -11 13 -13 -14 14 15 -17 -18
leaf_value=-0.0012244027699489877 0.00083084359958605089 -0.0010941336092050698 -0.00072803945480301566 -0.00077766966454668649 -0.00064868423558568536 0.00038361748022267082 -0.001033797956328397 -0.00082657639609807674 -0.00067680342067985696 0.00072372394302902337 -0.00028562623175138672 0.00071259541134409572 -0.00053931939922839461 -0.00015408932223734905 0.00098177628529953959 0.00025875478415849669 0.00030676052555149842
leaf_weight=0.0011208077330984922 0.0010071844070503278 0.0010050685782931881 0.0011220887155793937 0.0012708685856951925 0.0012184732586799632 0.0013471188327862657 0.0010011688509978982 0.0010633995292069756 0.0012959723879524274 0.0015212462069082644 0.0014463160564539409 0.0015269332216228254 0.0011778466417164263 0.0016284580672581818 0.0012871311756128562 0.0010165979177261114 0.0010157285554121195
leaf_count=491 109 87 79 89 134 124 280 122 130 75 219 112 164 304 170 337 95
internal_value=0 -0.000114776 -6.54285e-05 -2.59315e-05 -9.74045e-05 -5.42987e-05 -0.000157466 -8.06461e-05 2.24161e-05 0.000136211 -2.52881e-06 0.000239302 -4.69144e-05 0.000160396 0.00032445 0.000662719 0.000567695
internal_weight=0 0.0209516 0.0199465 0.0188244 0.0168015 0.0155831 0.0115312 0.0102603 0.00925912 0.00796315 0.0064419 0.0040519 0.00252497 0.0053785 0.00393219 0.00230373 0.00202291
internal_count=3121 2630 2543 2464 2260 2126 1726 1637 1357 1227 1152 400 288 1030 811 507 204
is_linear=0
shrinkage=0.00157699


Tree=2035
num_leaves=19
num_cat=0
split_feature=1213 14 453 43 133 40 4 48 160 2 12 1 12 16 1 1 52 16
split_gain=0.000481962 0.000359947 0.000221067 0.000229632 0.0002979 0.000318102 0.000236038 0.000191574 0.000197228 0.000305102 0.000294496 0.000287393 0.000426794 0.00031674 0.000308537 0.000461639 0.000163608 0.000118436
threshold=-1.0000000180025095e-35 0.062655000000000016 1.0000000180025095e-35 0.24789500000000006 -0.085499999999999979 -0.074429999999999982 -0.27825499999999997 -0.015314999999999997 -1.0000000180025095e-35 0.10672500000000001 -0.029094999999999999 0.12958500000000003 0.092355000000000007 -0.14771999999999999 0.086560000000000012 0.094465000000000007 0.084505000000000011 -0.079734999999999986
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 16 -8 9 -9 -10 12 13 -12 -15 -16 -7 -14
right_child=1 -3 -4 -5 5 6 7 8 10 -11 11 -13 17 14 15 -17 -18 -19
leaf_value=-0.00099707851816351251 0.00089532835660217957 -0.0008339215837071004 -0.0005858234014740173 -0.00058496544830000997 0.0007597523878224026 -0.00080609204960280093 0.00071465412397691804 -0.00091244045582227298 -0.00059846980852184021 0.00022299905983440933 0.00098263034211331702 0.00096363732475332931 -0.00071357296202174503 0.00072756987860961753 -0.00088267191015602359 0.00041516068311132746 -4.5879737416031584e-05 -1.8147197907209986e-05
leaf_weight=0.0010832814671710702 0.0011773145123821832 0.0010339934126808439 0.0010780092407709487 0.0010092776364779834 0.0015638903122206565 0.0011297872902140621 0.0011596969476030941 0.0010852332916507302 0.0010491787142665283 0.0010896413607130589 0.0014543028552846914 0.0011331187366105944 0.0012651748055869938 0.0013984004548410912 0.0011279704442810345 0.0014253969501956121 0.0015328923933151106 0.0010132708838335586
leaf_count=491 190 90 79 161 205 156 109 514 98 112 56 41 104 292 93 64 51 215
internal_value=0 3.88481e-05 8.24598e-05 0.000119188 0.000157387 0.000107536 4.32403e-05 0.000126275 6.96104e-05 -0.00034357 0.000160685 0.000251014 0.000145934 0.000377838 0.000155266 -0.000158167 -0.000368441 -0.000404303
internal_weight=0 0.0217266 0.0206926 0.0196145 0.0186053 0.017428 0.0158641 0.0132014 0.0120417 0.00217487 0.00986681 0.00881764 0.00768452 0.00540607 0.00395177 0.00255337 0.00266268 0.00227845
internal_count=3121 2630 2540 2461 2300 2110 1905 1698 1589 626 963 865 824 505 449 157 207 319
is_linear=0
shrinkage=0.00151575


Tree=2036
num_leaves=12
num_cat=0
split_feature=1 42 0 3 52 4 2 0 2 151 4
split_gain=5.85919e-05 0.000118513 9.5815e-05 8.26226e-05 0.00013031 0.000150788 0.000132781 0.00017577 0.000155646 0.000111012 9.04854e-05
threshold=0.12500000000000003 0.091735000000000025 -0.053834999999999994 -0.15447499999999995 0.11434500000000002 -0.083854999999999985 0.088930000000000023 -0.10151999999999999 0.11215000000000001 -0.0083949999999999979 -0.35136499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 10 7 -7 9 -8 -5
right_child=2 -3 -4 4 -6 6 8 -9 -10 -11 -12
leaf_value=0.0018203380850170484 0.0022049544599564794 -0.001855825966000443 -0.00049294122325907984 0.00027782204509874808 -0.0022831512576039891 -0.000110182688958693 -0.00037246852459597418 -0.0036215734488302532 -0.0014140790336685449 0.0024171812952300826 0.0027601494605808516
leaf_weight=0.0010498823330291505 0.0012443585279184877 0.0016488999156914737 0.0010840523136749361 0.0013304452348752438 0.0011074544241736267 0.0014966221083629917 0.0010436772380720896 0.0010802302583284643 0.0014326732596167818 0.0015755195745811162 0.0012567310949251377
leaf_count=172 163 583 116 102 280 94 129 685 153 314 330
internal_value=0 -0.0001937 0.000948879 4.72758e-05 -0.000133044 0.000125329 -0.000404809 -0.00158218 0.000343956 0.00130558 0.00148362
internal_weight=0 0.0130221 0.00232841 0.0113732 0.0103234 0.0092159 0.00662872 0.00257685 0.00405187 0.0026192 0.00258718
internal_count=3121 2842 279 2259 2087 1807 1375 779 596 443 432
is_linear=0
shrinkage=0.00663402


Tree=2037
num_leaves=17
num_cat=0
split_feature=14 124 47 4 484 160 4 151 133 42 0 4 52 13 4 157
split_gain=0.000478453 0.000222268 0.000270228 0.000255292 0.000212189 0.000296789 0.000217701 0.000211649 0.000200954 0.000189878 0.000290699 0.000214159 0.000224259 0.000222605 0.000167822 5.96894e-05
threshold=0.076175000000000007 0.08919500000000001 0.13148500000000005 -0.49405499999999997 0.084040000000000017 -1.0000000180025095e-35 0.24564500000000003 -0.00099499999999999979 -1.0000000180025095e-35 0.083995000000000014 -0.082974999999999979 0.053925000000000008 -0.085984999999999992 -0.0030199999999999997 0.0061450000000000003 -0.022224999999999998
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 -8 -7 11 -11 12 -10 -14 -15 -6
right_child=-2 -3 -4 4 15 6 7 -9 9 10 -12 -13 13 14 -16 -17
leaf_value=-0.00057218971346418917 -0.0010900428140073863 0.00076615462403848789 -0.00076074590977171538 -0.00055639723025881216 0.0008693821168032726 -0.00063267352774200921 -5.6681915849806517e-05 0.00081757789504248619 -0.00060879636129786672 0.001034958710483234 -5.6510402275904888e-05 -0.00073216465627357627 0.00077940942955472014 -0.00034746655263369602 0.00041790956615004937 0.00031565754558241031
leaf_weight=0.0015898637818522075 0.0010253373376161159 0.0010241926018661465 0.0011451903856589665 0.0019097615506265724 0.0010053212617884277 0.0011263779601801216 0.0011328629393552586 0.0019491926576004287 0.0010205235919338862 0.0012008050116307095 0.0013313658081304802 0.0010274188887744451 0.0013225686236696382 0.0016924902341548548 0.0013188117567612956 0.0010094577590926542
leaf_count=153 101 60 59 555 164 618 78 191 135 147 314 54 150 147 27 168
internal_value=0 3.54955e-05 -2.3336e-06 4.42691e-05 0.000101762 3.60618e-05 0.000122285 0.000496229 7.49674e-06 8.83892e-05 0.000461086 -5.94891e-05 6.95862e-05 0.000229329 -1.2267e-05 0.000591951
internal_weight=0 0.0208062 0.019782 0.0186368 0.017047 0.0150322 0.0131224 0.00308206 0.0100404 0.00891398 0.00253217 0.00638181 0.00535439 0.00433387 0.0030113 0.00201478
internal_count=3121 3020 2960 2901 2748 2416 1861 269 1592 974 461 513 459 324 174 332
is_linear=0
shrinkage=0.00160853


Tree=2038
num_leaves=12
num_cat=0
split_feature=4 15 47 3 43 0 3 4 51 1 4
split_gain=6.47477e-05 8.28957e-05 0.000126466 0.000122214 0.00010937 0.000123988 0.000121735 9.31097e-05 9.24559e-05 7.98394e-05 5.91242e-05
threshold=0.24564500000000003 -0.10203999999999998 0.085270000000000026 0.10732000000000001 -0.083684999999999996 -0.084144999999999984 -0.08824499999999999 -0.062539999999999984 -0.047599999999999996 0.111945 -0.0016099999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 10 -3 -5 -4 -2 -6
right_child=9 2 8 7 5 -7 -8 -9 -10 -11 -12
leaf_value=-0.0022379434096737017 -0.00030145086851719006 -0.0013086232735638533 1.0488708545015381e-05 -0.00063782785682437902 0.00050382843305752083 -0.0034328922919115608 0.001704721342842234 0.0023427893780243385 0.0031508402926945971 0.0019740919831153854 -0.0018379779155628141
leaf_weight=0.0010496034783190602 0.0015867604522232801 0.0015179167391227884 0.0010088385658226784 0.001016904100495708 0.0011098852844437408 0.0014753543923433894 0.0013669386211145763 0.0012576099583325728 0.0010030145462292242 0.001727993108038452 0.0012077943786532258
leaf_count=235 150 272 73 40 455 924 311 59 133 276 193
internal_value=0 -0.000271511 -8.32657e-05 -0.000456175 -0.000955627 -0.0017731 0.000119198 0.0010102 0.00157612 0.000884798 -0.000716539
internal_weight=0 0.0120139 0.0109643 0.0089524 0.00667789 0.00379303 0.00288486 0.00227451 0.00201185 0.00331475 0.00231768
internal_count=3121 2695 2460 2254 2155 1572 583 99 206 426 648
is_linear=0
shrinkage=0.00732449


Tree=2039
num_leaves=18
num_cat=0
split_feature=14 1213 11 13 132 52 453 2 48 150 151 4 1 0 4 1 43
split_gain=0.000554259 0.000427079 0.000196131 0.000224555 0.000405004 0.000347789 0.000198739 0.00020595 0.000189762 0.000191271 0.000194807 0.000174135 0.000303873 0.00027941 0.000123757 0.00024936 6.38997e-05
threshold=0.076175000000000007 -1.0000000180025095e-35 0.088215000000000002 -0.084034999999999985 0.080640000000000017 0.10160000000000001 1.0000000180025095e-35 0.116525 0.093265000000000015 0.088040000000000021 -0.00016499999999999997 0.053180000000000012 0.07863500000000001 -0.11437499999999999 -0.077679999999999985 0.091615000000000016 -0.074974999999999986
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 6 14 7 8 9 10 -5 12 -12 -13 -3 -16 -15
right_child=-2 2 -4 4 -6 -7 -8 -9 -10 -11 11 13 -14 16 15 -17 -18
leaf_value=-0.00090782281563578338 -0.001058485774948763 0.00089724188366409558 -0.00049753731551908107 0.00049185679391368787 0.00085086791739433362 -0.00026767603032656434 -0.00070163375985127826 0.00043064314118756444 0.0003942031788171013 -0.00073889623700916876 -9.0555151959816546e-05 -0.00060179024361226171 -0.0010690166577844089 5.8298602146730233e-05 -0.00013875237170184114 0.00074364678061555184 0.00055435790906755713
leaf_weight=0.0010262967045314699 0.0010859651305735732 0.0015545328334268804 0.0012503759432416208 0.0010674559693330012 0.0011536985721046231 0.0015031234046784248 0.0010078318599742184 0.0019259799270379971 0.0014671405405386204 0.0011831553416354612 0.0018861817241504555 0.0010374506720132182 0.0011153815512738863 0.0010601517129307375 0.001207545594025766 0.0017068607042268896 0.0012490539695668851
leaf_count=477 101 77 101 133 180 138 49 200 108 102 464 34 348 74 290 179 66
internal_value=0 2.85779e-05 7.35362e-05 0.000109016 7.05267e-06 0.000350665 -6.78338e-05 -1.45678e-05 -9.97526e-05 -0.000184032 -9.55043e-05 -0.000194269 -0.000454152 3.8815e-05 0.000558643 0.000378036 0.000326618
internal_weight=0 0.0224022 0.0213759 0.0201255 0.0141535 0.00597206 0.0129998 0.011992 0.010066 0.00859883 0.00741568 0.00634822 0.00300156 0.00334666 0.00446894 0.00291441 0.00230921
internal_count=3121 3020 2543 2442 1758 684 1578 1529 1329 1221 1119 986 812 174 546 469 140
is_linear=0
shrinkage=0.00148603


Tree=2040
num_leaves=18
num_cat=0
split_feature=14 128 124 47 123 4 3 14 1 151 4 1 47 42 13 4 3
split_gain=0.000341814 0.000228961 0.000194008 0.000352896 0.000286022 0.000372267 0.000237021 0.000275646 0.000192077 0.000382633 0.000284523 0.00018949 0.000318593 0.000176716 0.000257666 0.000212118 0.000142073
threshold=0.076175000000000007 0.086435000000000012 0.10281000000000001 0.13148500000000005 1.0000000180025095e-35 -0.49405499999999997 -0.15956499999999998 -0.10708499999999999 1.0000000180025095e-35 0.056735000000000001 -0.083854999999999985 0.12765500000000005 0.092530000000000015 0.086325000000000013 -0.00096999999999999983 0.0061450000000000003 -0.055119999999999995
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 11 -9 12 13 14 -10 -16 -12
right_child=-2 -3 -4 -5 -6 6 7 8 9 -11 16 -13 -14 -15 15 -17 -18
leaf_value=-0.00082064350746430866 -0.00092829269547566322 -0.00071902813107277571 0.00074572766281647094 -0.00085141126201612304 0.00078034760198954602 0.00081998967678026629 -0.00070735813507469064 0.00032660020099486043 0.0011815434151565773 -0.00061980519658849805 -0.00091663131509376542 0.0010226154183799688 -0.00051075629695526031 -0.0001077942905510216 -0.00012739336709986876 0.00074412581684857554 -0.00013452479526857957
leaf_weight=0.0012569999231715227 0.0010246888548902646 0.0010222574541443796 0.0010174761177851313 0.0011190274589716323 0.0013902761921148398 0.0010705872352409435 0.0011853499694070577 0.0016637213596384206 0.0013072116459322825 0.0011640298547095362 0.0012429624960839944 0.0010015126517736728 0.0011174353653171654 0.0012144910387436314 0.001404288506921092 0.0014884430269574978 0.0011634572363850458
leaf_count=140 101 201 36 53 224 86 83 262 116 53 1103 98 118 241 83 41 82
internal_value=0 2.33085e-05 6.16207e-05 2.4576e-05 8.00492e-05 2.0247e-05 9.06035e-05 3.46387e-05 0.000103526 0.000238491 -0.000184878 0.000371112 0.000271219 0.000432604 0.00058887 0.000321043 -0.000538498
internal_weight=0 0.0208295 0.0198073 0.0187898 0.0176708 0.0162805 0.0150235 0.0139529 0.0127676 0.00869741 0.00407014 0.00753338 0.00653187 0.00541443 0.00419994 0.00289273 0.00240642
internal_count=3121 3020 2819 2783 2730 2506 2366 2280 2197 750 1447 697 599 481 240 124 1185
is_linear=0
shrinkage=0.00160853


Tree=2041
num_leaves=12
num_cat=0
split_feature=484 4 151 160 13 15 12 15 2 12 3
split_gain=6.52019e-05 7.87101e-05 7.75277e-05 0.000135102 0.00014952 0.000135286 0.000127663 0.000224032 0.000122297 0.000135647 3.1159e-05
threshold=-0.0068949999999999992 0.27287000000000006 -0.085604999999999987 -0.082299999999999984 -0.076599999999999988 1.0000000180025095e-35 1.0000000180025095e-35 -0.024814999999999997 0.10327000000000001 0.088305000000000008 0.097915000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 8 6 7 -6 9 -5 -3
right_child=1 10 3 4 5 -7 -8 -9 -10 -11 -12
leaf_value=-0.0015238718472167694 0.0014861096913395021 0.0019577958607598306 -0.0019867887832106758 0.00013939196918147693 -0.00079889949417499113 -0.0020965786059416831 -0.0016933349211521662 0.0023963234129578746 -0.00057476253057149346 0.0030688096654022537 0.00044394885025015132
leaf_weight=0.001010351178479022 0.0010622158745274288 0.0010219706065948174 0.0014583154151604364 0.0010488737572083061 0.0018919716180116897 0.0016083397006950856 0.0012627374210328187 0.0014605547689610053 0.0012322306757270862 0.0013683154569495773 0.0010208529463546778
leaf_count=503 202 210 389 236 137 663 325 65 116 151 124
internal_value=0 8.66217e-05 -9.7108e-05 -0.000245521 1.16765e-05 -0.000565875 -3.24512e-05 0.000593125 0.000996614 0.00179767 0.00120129
internal_weight=0 0.0144364 0.0123936 0.0113313 0.00987302 0.0062236 0.00461526 0.00335253 0.00364942 0.00241719 0.00204282
internal_count=3121 2618 2284 2082 1693 1190 527 202 503 387 334
is_linear=0
shrinkage=0.0061288


Tree=2042
num_leaves=19
num_cat=0
split_feature=14 1213 44 124 4 48 0 51 159 13 0 3 2 15 3 47 49 43
split_gain=0.000582527 0.000448338 0.000430532 0.000359917 0.000281258 0.000311702 0.000257762 0.000325573 0.000320018 0.000342028 0.000403308 0.000301879 0.000386833 0.000693283 0.000350843 0.000215228 0.000170938 0.000127839
threshold=0.076175000000000007 -1.0000000180025095e-35 1.0000000180025095e-35 -0.043384999999999993 -0.51843499999999987 0.12737000000000001 -0.23091999999999999 0.087505000000000013 0.10519500000000001 -0.47860499999999995 -0.14001499999999997 -0.10519499999999998 0.091545000000000015 0.088345000000000021 -0.075944999999999985 0.10783500000000001 -0.009244999999999998 -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 -1 3 -3 -5 6 -6 8 9 -8 16 17 13 14 -13 -16 -11 -12
right_child=-2 2 -4 4 5 -7 7 -9 -10 10 11 12 -14 -15 15 -17 -18 -19
leaf_value=-0.0010112342120520018 -0.0011756047884406654 0.0008550417714121082 -0.00094130694438412021 -0.00072250455549518577 0.00082996862369514506 -0.00063851110237821455 0.0011618890373279801 -0.00052500173843721132 -0.00066059125836120448 0.00036932591788954751 0.00090886042055695357 -0.0010101459877532896 -0.0010123931132105502 0.001031909633112865 -0.00042775571001902793 0.00050044873761901786 0.0012723596051975586 0.00020291187051256948
leaf_weight=0.0010271831331691078 0.0010953619168849729 0.001773356962279051 0.0010249622980467157 0.0011009189306481161 0.001543014578032847 0.0013152583311967772 0.0010941359438350019 0.0018208628208797309 0.0010426120251456556 0.0011186169929171541 0.0011900620917619786 0.0012940807174698478 0.0011353118551383282 0.0014059154920646466 0.0013650971813167177 0.0013253402549935345 0.001138647102152386 0.0016450197925729207
leaf_count=477 101 237 60 50 50 62 33 264 192 43 81 574 421 231 74 16 51 104
internal_value=0 4.86114e-05 9.73575e-05 0.000147319 8.30726e-05 0.000131184 0.00019032 0.000126953 0.000213259 0.000284929 0.000202341 5.22301e-05 -0.000141973 4.13518e-05 -0.000308161 2.94884e-05 0.000824849 0.000499243
internal_weight=0 0.0233604 0.0223332 0.0213083 0.0195349 0.018434 0.0171187 0.0155757 0.0137548 0.0127122 0.0116181 0.00936083 0.00652575 0.00539043 0.00398452 0.00269044 0.00225726 0.00283508
internal_count=3121 3020 2543 2483 2246 2196 2134 2084 1820 1628 1595 1501 1316 895 664 90 94 185
is_linear=0
shrinkage=0.0016407


Tree=2043
num_leaves=12
num_cat=0
split_feature=41 484 1 43 16 4 4 3 4 12 2
split_gain=6.04762e-05 6.95666e-05 8.26362e-05 9.67701e-05 0.000114003 0.000124435 0.000113584 9.30123e-05 0.000108674 6.33191e-05 6.10013e-05
threshold=0.078065000000000009 0.085515000000000022 0.104035 -0.17390999999999998 0.15273500000000004 -0.0016099999999999997 0.053180000000000012 0.10893000000000001 0.056795000000000005 0.087215000000000015 0.089885000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 10 -7 9 -9 -4 -5
right_child=-2 -3 7 4 -6 6 -8 8 -10 -11 -12
leaf_value=0.0012411122996095285 -0.0016854680260698759 0.0015389078188540984 0.0025827877266225699 -0.00034953045516405355 -0.002756123618929518 -0.0033206211108149056 -0.00014247333614963225 0.0010660575779723775 -0.0020035159310720098 0.00049476553127252867 0.0019100451372452316
leaf_weight=0.0012731064717572708 0.0010477776977911865 0.0015491634273667046 0.0013690403191348715 0.0013128858752854394 0.0013752061891224012 0.0010712775208053787 0.0012640839986033311 0.001198202610109167 0.0011808558200433472 0.0016532501720591952 0.0011607977571214227
leaf_count=135 154 330 208 926 270 205 207 74 106 177 329
internal_value=0 0.000101342 -7.18495e-05 -0.000561766 -0.000932912 -0.000411542 -0.00160035 0.000604553 -0.000457538 0.0014406 0.000710795
internal_weight=0 0.0144079 0.0128587 0.00745736 0.00618425 0.00480905 0.00233536 0.00540135 0.00237906 0.00302229 0.00247368
internal_count=3121 2967 2637 2072 1937 1667 412 565 180 385 1255
is_linear=0
shrinkage=0.00718087


Tree=2044
num_leaves=11
num_cat=0
split_feature=47 4 1 42 156 43 151 2 15 0
split_gain=5.7911e-05 0.000107488 0.000138045 0.000107954 0.000107005 0.000107143 0.000128478 0.000127624 8.90691e-05 0.000109319
threshold=0.13148500000000005 0.24564500000000003 0.111945 -0.0060199999999999993 0.084085000000000007 -0.074359999999999996 -0.00016499999999999997 0.090050000000000005 -0.072289999999999979 -0.084144999999999984
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 7 -7 -5 -8 -10
right_child=-2 2 -4 4 -6 6 8 -9 9 -11
leaf_value=-0.0020115900469663923 -0.0015098596929078029 -0.00016368200175147099 0.0029079154247460049 0.0030484568780692594 -0.0019919843559344239 0.0017727615683511499 -0.0025195766240489474 -0.00017816371953609546 0.0012223489722881988 -0.0013427257040339107
leaf_weight=0.0014922494179075022 0.001234198946117814 0.0015696139283732933 0.0014528149324530559 0.0013839405391290792 0.0011489444417182174 0.0013359029231962997 0.0011187557992581162 0.0011635579245148353 0.0015572005861201931 0.0019046440941310749
leaf_count=768 65 147 264 372 349 97 110 242 262 445
internal_value=0 0.000112144 0.00131277 -0.000214622 6.43272e-05 0.000343461 -0.000186686 0.00157471 -0.000758146 -0.000188909
internal_weight=0 0.0141276 0.00302243 0.0111052 0.00961295 0.008464 0.0059165 0.0025475 0.0045806 0.00346184
internal_count=3121 3056 411 2645 1877 1528 914 614 817 707
is_linear=0
shrinkage=0.00718087


Tree=2045
num_leaves=19
num_cat=0
split_feature=1213 14 124 4 47 484 160 1374 457 13 0 2 16 12 0 16 16 4
split_gain=0.000529076 0.000493743 0.00030546 0.000325258 0.000330233 0.000344106 0.000319427 0.000226786 0.000271848 0.000231481 0.000233863 0.000204405 0.00027475 0.000189063 0.000242517 0.000260615 9.27716e-05 2.20216e-05
threshold=-1.0000000180025095e-35 0.076175000000000007 0.11040000000000001 -0.49405499999999997 0.13148500000000005 0.085130000000000011 -0.090969999999999981 -0.08070999999999999 0.088350000000000026 -0.084034999999999985 -0.030209999999999997 0.11982500000000001 -0.082779999999999979 0.10097500000000002 -0.10151999999999999 -0.16075999999999999 -0.27167499999999994 0.0082450000000000006
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 11 13 12 16 14 15 -11 -9 -17
right_child=1 -3 -4 4 -6 -7 7 8 -10 10 -12 -13 -14 -15 -16 17 -18 -19
leaf_value=-0.0013056513060651375 -0.00083648510442776427 -0.0012876681416663625 0.00084757809549952071 -0.00097575814201495943 -0.00094399488404362669 0.00071202193812845932 -0.00077016077536414982 0.00052365380698222411 0.00082994545694338733 -0.00091684753661705021 0.00045298153208221106 -0.00034849800254179732 -0.0001440839425958154 0.00016091985287787323 -0.0010569140947366727 -5.320098175299256e-05 0.0012397254062012125 0.00030392649405427941
leaf_weight=0.0011619313415335694 0.0016639806591415103 0.0010130847491129904 0.0010115159121524267 0.00106245108227366 0.0011254978541995744 0.0018210819850485718 0.0010477148605687612 0.0010854123843009045 0.0011990490824189135 0.0010680575668560177 0.0013100513714360898 0.0011070347608723441 0.0012279145455542694 0.0016290827424484053 0.0015857176076853139 0.001000529421469218 0.0010250362189481166 0.0010119633048315535
leaf_count=491 153 87 30 241 51 299 30 70 89 66 115 79 208 186 746 64 83 33
internal_value=0 -0.000123765 -6.75675e-05 -0.00011392 -4.82422e-05 1.04367e-05 -7.27432e-05 -5.64019e-06 5.48133e-05 -2.2312e-05 -0.000203184 0.000287133 0.000497915 -0.000339731 -0.000514518 -0.000235319 0.000871447 0.000126377
internal_weight=0 0.0219952 0.0209821 0.0199706 0.0183066 0.0171811 0.01536 0.0142976 0.0132498 0.0120508 0.0076054 0.0044454 0.00333836 0.00629535 0.00466627 0.00308055 0.00211045 0.00201249
internal_count=3121 2630 2543 2513 2360 2309 2010 1769 1739 1650 1210 440 361 1095 909 163 153 97
is_linear=0
shrinkage=0.00170698


Tree=2046
num_leaves=13
num_cat=0
split_feature=484 42 15 133 1 3 3 151 2 1 15 12
split_gain=6.22227e-05 8.0972e-05 0.000107462 0.000239463 0.000124228 0.000198969 0.000149323 0.000110205 0.000131902 0.00020283 0.000110938 0.000101829
threshold=-0.0068949999999999992 0.10256000000000001 1.0000000180025095e-35 0.083950000000000011 1.0000000180025095e-35 0.097915000000000016 -0.097604999999999983 -0.044604999999999992 0.090545000000000014 0.11181500000000001 -0.055554999999999993 0.088305000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 11 5 -2 -6 -8 10 -10 -9 -4
right_child=1 -3 3 -5 6 -7 7 8 9 -11 -12 -13
leaf_value=-0.0018240916348310444 -0.0024298568400788864 -0.0018140241599357049 -0.0037720708529038701 0.0020281463356254773 0.0032676893468812016 0.0018209519755295256 -0.0013748953301082388 -0.0013964278183261525 0.0048438026509721975 0.00016205000908246461 0.0017066216505130733 -0.00056427649225586243
leaf_weight=0.0010094009110514545 0.0015692714828164905 0.0011417178703330916 0.0012051215335468777 0.0010490207603296234 0.0014729834681231364 0.0010102864780492382 0.0012359859154660322 0.001416198708602082 0.0010507757866924372 0.0010158185252628973 0.0011779615232223673 0.0010197171392003351
leaf_count=503 556 311 381 192 191 19 163 177 89 112 94 333
internal_value=0 9.48715e-05 0.00025969 -0.000914407 0.000646032 -0.000765023 0.00113993 0.000608426 0.00113438 0.00254252 1.26112e-05 -0.00230183
internal_weight=0 0.0143649 0.0132231 0.00327386 0.00994928 0.00257956 0.00736972 0.00589674 0.00466075 0.00206659 0.00259416 0.00222484
internal_count=3121 2618 2307 906 1401 575 826 635 472 201 271 714
is_linear=0
shrinkage=0.00747098


Tree=2047
num_leaves=17
num_cat=0
split_feature=14 124 4 123 47 14 0 0 2 16 2 133 3 1 151 13
split_gain=0.000546695 0.000268248 0.000283537 0.000279561 0.000218204 0.000263732 0.000241541 0.000356043 0.00029571 0.000208835 0.000203499 0.000202171 0.000277128 0.00016103 0.000284742 0.000107062
threshold=0.076175000000000007 0.10281000000000001 -0.49405499999999997 0.083745000000000014 0.13148500000000005 -0.10708499999999999 -0.10607499999999999 -0.060129999999999996 0.084145000000000011 -0.014034999999999997 0.10699500000000002 0.083950000000000011 -0.078934999999999991 0.088975000000000012 -0.0083949999999999979 -0.074044999999999986
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 8 11 -7 13 15 12 -8 -10 -15 -9
right_child=-2 -3 3 -5 -6 6 7 10 9 -11 -12 -13 -14 14 -16 -17
leaf_value=-0.00066028890114489425 -0.0011846839401004193 0.00085849441619283238 -0.00055782715367940026 0.00085493890724208557 -0.00072426873640119103 0.001022472155659969 -0.0012746607831684636 0.00094440782227298405 -0.00051952239549679831 0.00082796654665034713 -0.00028610118128655416 0.00011000556689007719 -0.00023654115598345361 -0.00025521004720132604 0.00075459023662725498 0.00028349255461093047
leaf_weight=0.0016352339098077385 0.0010352702310761899 0.0010167372707771119 0.0017361299591865378 0.0010989560907964302 0.0010473077333230654 0.0013979075143875025 0.0011366791673798711 0.0010205353634583081 0.0011336588917146839 0.0010461469966038806 0.0012028314525110995 0.0014359406695084349 0.0017702886203254803 0.0016481508484140761 0.0013819770305096846 0.0018664734594949781
leaf_count=154 101 39 102 209 52 55 758 31 100 44 162 728 349 71 68 98
internal_value=0 3.58544e-05 -4.83048e-06 5.18111e-05 2.29356e-06 4.76501e-05 0.00011754 -6.65102e-05 0.00035242 0.000172635 0.000280892 -0.000393668 -0.000642465 7.98325e-06 0.000205338 0.000517121
internal_weight=0 0.021575 0.0205582 0.018923 0.017824 0.0167767 0.0150406 0.00843275 0.00660784 0.00520993 0.00408984 0.00434291 0.00290697 0.00416379 0.00303013 0.00288701
internal_count=3121 3020 2981 2827 2618 2566 2464 2126 338 283 291 1835 1107 239 139 129
is_linear=0
shrinkage=0.0016407


Tree=2048
num_leaves=17
num_cat=0
split_feature=128 1374 457 484 453 4 11 160 50 3 3 43 0 13 2 13
split_gain=0.000319982 0.000257326 0.000320515 0.000171683 0.000186382 0.00026565 0.000339372 0.000429094 0.000331123 0.000175798 0.000187779 0.00025374 0.000223707 0.000421227 0.000169988 0.000132719
threshold=0.086435000000000012 -0.094929999999999987 0.088350000000000026 -0.0068949999999999992 1.0000000180025095e-35 0.40473500000000007 1.0000000180025095e-35 -0.091944999999999985 0.088280000000000011 -0.10831999999999999 -0.077774999999999983 -0.074359999999999996 -0.10096999999999999 -0.47860499999999995 0.092365000000000017 0.14871000000000004
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 -5 9 15 -11 -12 14 -14 -13 -9
right_child=-2 2 -4 4 -6 -7 -8 8 -10 10 11 12 13 -15 -16 -17
leaf_value=-0.00071686691260282396 -0.00084803210324959461 -0.00056723088468459018 0.00078168473166111087 -0.00077482938289687902 -0.00055185896603740178 0.00067081723250211845 -0.00075018202200926622 0.00088459650469594289 0.00093961665274142699 -0.00051510875079674998 0.0005794735613724167 0.00050540655429518638 0.00030769028914219115 -0.00098302063924371832 -0.00024401052421988909 0.0001026572057500725
leaf_weight=0.0010580960600679026 0.0010506541355108498 0.0011476674064613617 0.0013898333957375322 0.0012267594338613236 0.0011488495344753593 0.0017003446078137632 0.0012354066328835742 0.0010638406882219594 0.001246047093889203 0.0014045455014684016 0.0019552652651391167 0.0018448467671390301 0.0010775498524822069 0.001376377636097683 0.0011902550311275739 0.0010128121250181366
leaf_count=55 207 460 118 305 68 240 152 44 172 707 152 59 14 245 77 46
internal_value=0 2.61926e-05 6.54639e-05 1.20341e-05 5.00601e-05 9.23958e-05 2.51869e-05 9.66807e-05 0.00018452 9.8401e-05 3.39454e-06 0.000101223 -6.91367e-05 -0.000416254 0.000211513 0.000503234
internal_weight=0 0.0210785 0.0200204 0.0186306 0.0174829 0.0163341 0.0146337 0.0133983 0.0121715 0.0109255 0.00884884 0.00744429 0.00548903 0.00245393 0.0030351 0.00207665
internal_count=3121 2914 2859 2741 2281 2213 1973 1821 1516 1344 1254 547 395 259 136 90
is_linear=0
shrinkage=0.00154607


Tree=2049
num_leaves=17
num_cat=0
split_feature=14 124 123 4 484 12 13 48 12 4 2 49 159 3 15 16
split_gain=0.000374287 0.000252157 0.000346805 0.000313933 0.000284005 0.000214986 0.000320234 0.000256596 0.000243501 0.00025359 0.000181159 0.000155406 0.000142679 0.000160975 0.000324439 9.94619e-05
threshold=0.062655000000000016 0.10195500000000002 1.0000000180025095e-35 -0.49405499999999997 -0.0068949999999999992 -1.0000000180025095e-35 -0.23438999999999996 0.12737000000000001 0.092355000000000007 0.09173000000000002 0.11510000000000002 -0.069799999999999987 0.082585000000000006 -0.078934999999999991 -0.095869999999999983 -0.25582999999999995
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 -8 13 -13 -15 -11
right_child=-2 -3 -4 4 5 6 7 -9 9 15 -12 12 -14 14 -16 -17
leaf_value=-0.00079426276933560933 -0.0008821834546252536 0.00074926951147050408 0.00065942345151320033 -0.00073814535617700006 -0.00054578542927527041 0.00077542770099786802 -0.00025604716482167939 -0.00064711734544417956 -0.00069412298653723594 -0.00022001216037522052 0.00079836946209020719 -1.5929390536669335e-05 -0.00023793248520566354 6.6838047928076722e-05 0.0010158836537776869 0.00043044228523688311
leaf_weight=0.001230358675504052 0.0010566508367872976 0.001008332087982621 0.0015653854785197532 0.0011286489087472219 0.0013037444013422805 0.0013438307906641312 0.0017389477190226654 0.0011803333661118401 0.0015732303310393792 0.0010660735115671782 0.0010299694712425644 0.0016680515970425277 0.0010855733726076178 0.0015498119414990574 0.0016342330227479508 0.0010118694936436801
leaf_count=140 104 42 234 444 156 75 112 52 562 62 61 761 111 49 110 46
internal_value=0 2.4104e-05 -1.22563e-05 -6.89539e-05 -1.74133e-05 3.28444e-05 8.35357e-05 1.48565e-05 7.8084e-05 -0.000244035 0.000213167 0.00013465 0.000249073 0.000358032 0.000553942 9.67314e-05
internal_weight=0 0.0211184 0.0201101 0.0185447 0.0173143 0.0161857 0.0148819 0.0135381 0.0123578 0.00365117 0.00870659 0.00767662 0.00593767 0.0048521 0.00318404 0.00207794
internal_count=3121 3017 2975 2741 2601 2157 2001 1926 1874 670 1204 1143 1031 920 159 108
is_linear=0
shrinkage=0.00148603


Tree=2050
num_leaves=19
num_cat=0
split_feature=1213 14 124 124 4 157 160 151 49 12 13 484 2 12 15 457 3 15
split_gain=0.00047332 0.000330278 0.000248185 0.000193378 0.000271338 0.000246498 0.000407765 0.000381783 0.000377471 0.00039801 0.000355039 0.000256622 0.000256616 0.000192216 0.000159318 0.000154036 0.000194596 0.000223127
threshold=-1.0000000180025095e-35 0.062655000000000016 -0.043384999999999993 0.10281000000000001 -0.49405499999999997 -0.073574999999999988 -1.0000000180025095e-35 -0.090369999999999992 0.10247500000000002 -1.0000000180025095e-35 -0.091904999999999987 0.079595000000000013 0.092365000000000017 0.092355000000000007 -0.03241999999999999 0.032140000000000009 -0.08824499999999999 -0.065449999999999994
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 11 -8 9 -9 13 -7 15 -11 -14 16 -12 -18
right_child=1 -3 3 -5 5 6 7 8 -10 10 12 -13 14 -15 -16 -17 17 -19
leaf_value=-0.0011921223627113079 0.00049206738816402469 -0.0010052379803364244 -0.00086967532441087315 0.0005476563239275613 0.00053877696296623608 -0.0012731595348451576 -0.00093473643058973903 -0.001017172023113159 0.000958757224033314 0.00097577860900104117 -0.00053396954925207006 -0.00021119548775119771 -0.00017190373957233124 7.9216003696878478e-05 -0.00098599626439282778 0.00063470637542267078 -0.00026490491226792569 0.00078112540106367438
leaf_weight=0.0011252913690574439 0.0018056168831056705 0.0010432854668798166 0.0013315788852316475 0.001023811215009717 0.0013690164333585017 0.0012846954017104216 0.0011728367247539903 0.0010202333115715877 0.001028066280916261 0.0013408218902068985 0.0014307767072149185 0.0010868121977550271 0.0013068476907325266 0.0011488073179330982 0.0011868322066523884 0.0010155345746403199 0.0011059659026010898 0.0010089588704746567
leaf_count=491 247 90 137 39 322 388 79 85 124 81 146 160 122 40 147 30 105 288
internal_value=0 -0.000122215 -7.76394e-05 -0.000132177 -0.000171197 -0.00011485 -0.000173964 -6.01748e-05 2.83038e-05 -6.22394e-05 3.98351e-05 -0.000786484 -0.000144458 0.000562071 -0.00055936 8.2373e-05 -7.58224e-05 0.000234121
internal_weight=0 0.0217105 0.0206672 0.0188616 0.0178378 0.0165062 0.0151372 0.0127657 0.0115928 0.0105648 0.00954455 0.00237151 0.00705492 0.00248963 0.00249368 0.00456124 0.0035457 0.00211492
internal_count=3121 2630 2540 2293 2254 2117 1795 1247 1168 1044 959 548 838 121 269 569 539 393
is_linear=0
shrinkage=0.00160853


Tree=2051
num_leaves=18
num_cat=0
split_feature=14 124 123 484 4 47 52 0 12 457 49 151 1 1 3 42 0
split_gain=0.00054531 0.000318202 0.000334601 0.000326993 0.000305793 0.000236891 0.000246553 0.000305342 0.000257521 0.000226788 0.000247188 0.000261414 0.000186818 0.000152894 0.000224182 0.000174152 0.000234624
threshold=0.076175000000000007 0.11040000000000001 1.0000000180025095e-35 -0.0068949999999999992 -0.49405499999999997 0.13148500000000005 0.11434500000000002 -0.010949999999999998 -1.0000000180025095e-35 -0.0029299999999999994 0.005085000000000001 -0.055494999999999996 0.11230000000000001 0.095950000000000021 -0.08824499999999999 0.084050000000000014 -0.10224499999999999
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 -6 -10 11 -11 13 14 -13 16 -16
right_child=-2 -3 -4 4 5 -7 -8 -9 9 10 -12 12 -14 -15 15 -17 -18
leaf_value=-0.00079690517548315631 -0.0010688622653833853 0.00083180240414551868 0.00063965769914864465 -0.00071545661425049688 -0.00065057759347281934 -0.0006459813805377992 -0.00045938404717723084 0.00072948641772864562 -0.00048691608317586653 0.00093228464819408718 -0.00040868160924415245 -0.00039845107737599024 0.00065992544106498023 -0.00032753991629720338 0.00021380090794448302 -8.984506861875413e-05 0.0011505531871851735
leaf_weight=0.0012454971962541942 0.0010358023534001717 0.0010524378145456694 0.0016351882549119788 0.0012601533716208929 0.0010075558608736374 0.0010319995602170442 0.0016229370275430239 0.0017694969291853916 0.0011665364155376565 0.0012179378122877428 0.0012676615339762493 0.0010287208979465308 0.0015056277114497973 0.0015509385049732316 0.0013765597859531908 0.001137435590031266 0.0010339203798835099
leaf_count=467 101 30 245 118 115 42 343 105 111 119 290 260 84 81 31 341 238
internal_value=0 3.45577e-05 -5.66882e-06 -6.0563e-05 -9.54855e-06 4.36629e-05 8.90373e-05 0.00015233 6.92519e-05 0.000133518 0.000205044 0.000292942 0.00019093 7.56919e-05 0.00021234 0.000389439 0.000615599
internal_weight=0 0.0219106 0.0208582 0.019223 0.0179775 0.0167173 0.0156853 0.0140624 0.0122929 0.0112853 0.0101188 0.00885114 0.0076332 0.00612758 0.00457664 0.00354792 0.00241048
internal_count=3121 3020 2990 2745 2278 2160 2118 1775 1670 1555 1444 1154 1035 951 870 610 269
is_linear=0
shrinkage=0.00148603


Tree=2052
num_leaves=13
num_cat=0
split_feature=41 3 1 3 13 39 4 4 0 51 43 13
split_gain=7.45833e-05 6.71479e-05 9.0167e-05 0.000194661 0.000157862 0.00013396 0.000135796 0.000132837 0.00011354 0.000166016 7.03883e-05 5.49101e-05
threshold=0.078475000000000017 -0.12018999999999998 0.08844500000000001 -0.055119999999999995 -0.094514999999999988 0.085220000000000004 -0.031404999999999995 0.25615500000000008 -0.10607499999999999 0.045645000000000005 0.10915000000000001 0.10002500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 -3 -4 6 -6 8 9 -8 -5 -1
right_child=-2 2 4 10 5 -7 7 -9 -10 -11 -12 -13
leaf_value=0.0022166486348755752 -0.0017551520192540758 -0.002798422165279904 0.0023909431167490531 -0.00064528769582141582 -0.0025697599957818363 0.002009453220088441 0.0034432362741609913 -0.0016671767662312922 -0.00082533695249168185 -0.00023695375167436357 0.0014952895566835479 0.00017113588973171999
leaf_weight=0.0010320093412066684 0.0010032981470820537 0.0014629229502668541 0.0012782856192670722 0.0018050304456087574 0.0010770891048237363 0.0010800454317037751 0.0010552791892521896 0.0014398475307753067 0.0012848673237553787 0.0010194068174058657 0.0010153449134843451 0.0012013850942541593
leaf_count=145 148 1488 164 170 294 217 47 97 167 40 43 101
internal_value=0 7.74592e-05 -0.000107889 -0.000873254 0.000290212 -9.58042e-05 -0.000482731 -1.43571e-05 0.000694013 0.00163496 0.000125328 0.00111633
internal_weight=0 0.0147515 0.0125181 0.0042833 0.00823482 0.00695654 0.00587649 0.0047994 0.00335955 0.00207469 0.00282038 0.00223339
internal_count=3121 2973 2727 1701 1026 862 645 351 254 87 213 246
is_linear=0
shrinkage=0.00650394


Tree=2053
num_leaves=12
num_cat=0
split_feature=11 3 457 160 133 2 3 16 160 15 43
split_gain=6.37637e-05 7.13566e-05 8.05701e-05 0.000124519 0.000168457 0.000158142 0.000207631 0.000252975 8.39504e-05 9.95925e-05 0.000145592
threshold=0.081790000000000015 -0.12018999999999998 -0.0029299999999999994 -0.080719999999999986 -1.0000000180025095e-35 0.11411 -0.08824499999999999 -0.14771999999999999 0.088405000000000011 -0.016799999999999995 -0.0065949999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6 -8 9 -9 -11
right_child=-2 2 3 4 5 -7 7 8 -10 10 -12
leaf_value=0.0014307833994189152 -0.0016721275753514052 -0.0020118929652680525 -0.0017182795269620264 -0.0022940982051976619 -0.0017880920539143292 -0.0012633991753218106 0.0051257147783229694 -0.00084085585419634002 0.0029975174217924307 0.0036746354346128725 -0.00034297880166771883
leaf_weight=0.0019421863629329591 0.0012318216957826209 0.0011291668385469749 0.0018046678547691064 0.0011238318284393168 0.0010293038410881562 0.0016806437671424909 0.0010730319616872137 0.0015810079877010223 0.0010130400395342992 0.001006189017776762 0.0010076139010977469
leaf_count=180 175 244 499 704 181 268 117 295 110 194 154
internal_value=0 9.88984e-05 -0.000108899 8.0935e-05 0.000422196 0.000786005 0.0012993 0.0018587 0.00109791 0.000562585 0.00166441
internal_weight=0 0.0143907 0.0124485 0.0113193 0.00951466 0.00839083 0.00671019 0.00568088 0.00460785 0.00359481 0.0020138
internal_count=3121 2946 2766 2522 2023 1319 1051 870 753 643 348
is_linear=0
shrinkage=0.00747098


Tree=2054
num_leaves=16
num_cat=0
split_feature=14 11 124 484 3 0 2 124 13 1 47 1 49 2 3
split_gain=0.0004668 0.0002048 0.000215381 0.000248349 0.000265318 0.000277114 0.000264165 0.000241894 0.000266844 0.00024 0.000184967 0.000313444 0.000243214 0.000282031 0.000149338
threshold=0.076175000000000007 0.088215000000000002 -0.043384999999999993 -0.0068949999999999992 -0.12018999999999998 -0.10096999999999999 0.10613000000000002 1.0000000180025095e-35 -0.0034749999999999994 0.08844500000000001 0.096300000000000011 0.11230000000000001 -0.069799999999999987 0.091895000000000018 0.097915000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 10 -5 8 9 14 11 12 -6 -14 -7
right_child=-2 -3 3 4 5 7 -8 -9 -10 -11 -12 -13 13 -15 -16
leaf_value=0.00054578957765106877 -0.00096666813067986651 -0.00055665936931197167 -0.00066666937890636738 6.3577051143117849e-05 -0.00041666345822404644 -0.00069983841879113333 0.00093252672224150026 0.00043200416773255202 -0.00077989436279304923 0.00029341314844315985 -0.0002837914858542296 0.00092988528602175357 0.00071119304301021425 -0.00017376965197802143 6.6129771741474308e-06
leaf_weight=0.0018060169219051179 0.0010433539842352726 0.0011885030210621031 0.0010580489420554803 0.0016506382296360934 0.0012920376450735738 0.0015305609255992806 0.0013498203903745676 0.0010328871860648681 0.0019281665724224639 0.0017243103668792004 0.0014438542057817472 0.0012958874572857049 0.0017969344467286775 0.0013301928849039912 0.0010856142866941809
leaf_count=248 101 101 457 94 59 905 59 48 429 322 51 87 53 92 15
internal_value=0 3.11709e-05 6.55443e-05 1.87095e-05 6.02402e-05 -2.15648e-05 0.000454493 -0.000221266 -0.000328906 -0.000128564 0.000182116 0.000299823 0.000115061 0.000334755 -0.000406688
internal_weight=0 0.0215135 0.020325 0.018519 0.0174609 0.0144604 0.00300046 0.00730154 0.00626865 0.00434049 0.00715891 0.00571505 0.00441916 0.00312713 0.00261618
internal_count=3121 3020 2919 2671 2214 2061 153 1719 1671 1242 342 291 204 145 920
is_linear=0
shrinkage=0.00145689


Tree=2055
num_leaves=18
num_cat=0
split_feature=1213 14 124 123 4 12 13 403 160 484 151 49 48 0 52 16 16
split_gain=0.000486904 0.000341148 0.000224646 0.000375744 0.000377499 0.000331672 0.000333518 0.000281083 0.000227753 0.000431617 0.000401929 0.000179874 0.000164079 0.000195384 0.000316382 0.000158185 0.000102675
threshold=-1.0000000180025095e-35 0.062655000000000016 0.10281000000000001 1.0000000180025095e-35 -0.49405499999999997 -1.0000000180025095e-35 -0.23438999999999996 0.03138500000000001 -1.0000000180025095e-35 0.08660000000000001 -0.090369999999999992 0.0093850000000000027 0.086125000000000021 -0.10096999999999999 0.083680000000000018 -0.086989999999999984 -0.25582999999999995
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 8 9 -8 -10 12 13 16 -15 -14 -12
right_child=1 -3 -4 -5 5 6 7 -9 10 -11 11 -13 15 14 -16 -17 -18
leaf_value=-0.0011293826164261093 -0.00089083599937845215 -0.0008955270924828466 0.00081938251751451292 0.00079904050408807499 -0.00072255436429944405 0.00087344448345312911 -0.0010279623034355945 0.00083752859183674035 -0.00084415550229689188 0.00029702149155059533 0.00021454042181903016 0.0008317007776080166 -0.00067352826875660362 -0.00044976294806028808 0.00068310623818649391 0.00017924589888171819 0.00084531907557669798
leaf_weight=0.0010204017830086195 0.0012767817435689567 0.0010211173553966715 0.0010391166517712538 0.0015987282926542791 0.0014253690158434569 0.0013827761953653034 0.0015479895307718297 0.0010685238251697616 0.001140320546561214 0.0011560602462886843 0.0012526040647351522 0.0010389573705817398 0.0012049096690311956 0.0018499904568152073 0.001034790929942464 0.0011390782641096941 0.0015594814345831756
leaf_count=491 138 90 39 234 157 79 495 147 72 170 49 192 46 372 247 69 34
internal_value=0 3.02655e-05 7.59001e-05 3.66365e-05 -3.07881e-05 3.45713e-05 0.00010476 2.87976e-05 -3.80653e-05 -0.000461493 7.39655e-05 0.000189271 0.000106263 0.000256599 -4.3395e-05 -0.000259116 0.000564348
internal_weight=0 0.0217366 0.0207155 0.0196764 0.0180776 0.0168009 0.0153755 0.0139927 0.0129242 0.00270405 0.0102201 0.00907981 0.00804085 0.00569687 0.00288478 0.00234399 0.00281209
internal_count=3121 2630 2540 2501 2267 2129 1972 1893 1746 665 1081 1009 817 702 619 115 83
is_linear=0
shrinkage=0.0016407


Tree=2056
num_leaves=12
num_cat=0
split_feature=2 52 52 3 12 0 1 3 4 43 43
split_gain=6.44673e-05 0.000113827 0.000122962 0.000100762 9.89158e-05 0.000120321 0.00010113 0.000133551 0.000111541 8.07842e-05 0.00010005
threshold=0.12358500000000001 0.11434500000000002 0.091275000000000009 0.12178000000000001 0.10097500000000002 -0.10011499999999998 0.11061500000000002 0.090900000000000009 0.053180000000000012 -0.0030899999999999994 -0.13868499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 5 6 7 8 -1 10 -7
right_child=3 -3 -4 -5 -6 9 -8 -9 -10 -11 -12
leaf_value=-0.0016905425901435165 0.0026160134500823702 -0.0019992946187118513 0.0018576045798482333 -0.00027502356772017561 0.0013253264451372963 -0.0023750244862291805 -0.0015596822543876379 0.0022464234347830897 0.0011810007760752294 -0.0028146741082547642 0.00038107213435538867
leaf_weight=0.0012799050832675305 0.0010074964062220101 0.0014530503724248115 0.0014445595431212275 0.0012209597719823329 0.001561233708885436 0.001009856948961386 0.001218404904708148 0.0015199045880649464 0.0012001740050469056 0.0012869049576025903 0.00149724331675975
leaf_count=154 203 422 211 112 217 117 73 76 107 417 1012
internal_value=0 -0.000210442 5.83836e-06 0.00103203 -0.000247148 -0.000519551 0.000147114 0.000667008 -0.000300929 -0.0014365 -0.00072908
internal_weight=0 0.0134712 0.0120182 0.00222846 0.0105736 0.00901239 0.00521839 0.00399998 0.00248008 0.00379401 0.0025071
internal_count=3121 2806 2384 315 2173 1956 410 337 261 1546 1129
is_linear=0
shrinkage=0.0067667


Tree=2057
num_leaves=12
num_cat=0
split_feature=133 3 48 51 3 1 43 1 3 4 16
split_gain=6.50239e-05 0.000103612 0.000140317 0.000135115 0.000132856 0.00012959 0.000205648 0.000116421 0.000141174 0.00016396 3.30061e-05
threshold=0.10622000000000002 0.16158000000000003 0.11951500000000001 0.08955500000000001 -0.15121499999999996 0.111945 -0.076124999999999984 0.096125000000000016 -0.0080949999999999998 -0.076779999999999987 -0.029084999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 -7 8 9 -6 -10
right_child=-2 -3 -4 -5 5 6 -8 -9 10 -11 -12
leaf_value=0.0026629976691589824 -0.0016492405082937324 0.0019432436267371176 -0.0024511718870385397 -0.0017743495626239959 0.00063064669435596921 -0.00045643809853966957 0.0034718323450718706 -0.0018120203832127249 0.0023757426421517056 -0.0024104744256823124 0.00067864761997930313
leaf_weight=0.001055653833362956 0.0010596538565159812 0.0012577283637783552 0.0010594172289319923 0.0015163069538589044 0.0018576388841674606 0.0012367407794672859 0.0012045020645143414 0.0018011818767988963 0.0010734247830859189 0.0014417836463246573 0.0010265354392047172
leaf_count=159 435 149 77 290 524 118 101 235 63 879 91
internal_value=0 8.70233e-05 -8.88668e-05 0.000116039 0.000383991 0.000134469 0.00148176 -0.000322309 0.000174644 -0.000698264 0.00154614
internal_weight=0 0.0145309 0.0132732 0.0122138 0.0106975 0.00964181 0.00244124 0.00720056 0.00539938 0.00329942 0.00209996
internal_count=3121 2686 2537 2460 2170 2011 219 1792 1557 1403 154
is_linear=0
shrinkage=0.0067667


Tree=2058
num_leaves=17
num_cat=0
split_feature=14 124 4 123 47 14 1374 457 1 151 0 4 1 12 16 13
split_gain=0.000528805 0.000287275 0.000318525 0.000302861 0.000272528 0.000250118 0.000232614 0.000273541 0.000220937 0.000238946 0.000227582 0.000334529 0.000317924 0.000244522 0.000248996 0.000153894
threshold=0.076175000000000007 0.10281000000000001 -0.49405499999999997 1.0000000180025095e-35 0.13148500000000005 -0.10708499999999999 -0.08070999999999999 0.08597500000000001 0.12873500000000002 -0.090369999999999992 -0.10607499999999999 -0.083854999999999985 0.10439500000000002 0.092200000000000018 -0.056919999999999991 -0.07743499999999999
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 9 -8 12 15 -11 14 -13 -12
right_child=-2 -3 3 -5 -6 6 7 -9 -10 10 11 13 -14 -15 -16 -17
leaf_value=-0.00057400273203654097 -0.00094395634456546917 0.00074737493848232037 -0.00043986327141949596 0.00069472893854410109 -0.00064746730560950655 -0.00053105275732272543 -0.00055539562176161895 0.00071956796601063396 0.00066605713862521727 -1.565914009391839e-05 0.00071393934590769867 0.00024185543721887587 0.00079017119109006846 -0.00087733976129646812 -0.0006059104938132947 5.4450844642455182e-05
leaf_weight=0.0016653418887590766 0.001087652281964945 0.0010222045794896486 0.0017626838215484822 0.0012886344456833681 0.0011282907682151891 0.0010061267355503398 0.0011768471857402383 0.0014381671197493543 0.0011332251507850119 0.0019260406305034432 0.00106314084178738 0.0016064556800760559 0.0017714728096933641 0.0010724182364262556 0.0011001419877550798 0.0017893443604413816
leaf_count=154 101 39 100 222 52 53 95 107 100 136 63 481 69 620 399 330
internal_value=0 3.67322e-05 2.02226e-06 5.18213e-05 5.72936e-06 4.94782e-05 0.000106664 0.000152243 8.76883e-05 3.07241e-05 9.75043e-05 -5.46608e-05 0.000370413 -0.000322553 -0.000102733 0.000300247
internal_weight=0 0.0219505 0.0209283 0.019263 0.0179744 0.0168461 0.0150834 0.0140773 0.0126391 0.0115059 0.010329 0.0066315 0.00369751 0.00377902 0.0027066 0.00285249
internal_count=3121 3020 2981 2827 2605 2553 2453 2400 2293 2193 2098 1893 205 1500 880 393
is_linear=0
shrinkage=0.00137286


Tree=2059
num_leaves=11
num_cat=0
split_feature=1 0 4 16 0 2 12 3 4 1
split_gain=6.54057e-05 0.000142113 0.000133653 0.000107659 0.000261262 0.000193197 0.000184876 0.000148063 9.964e-05 9.84695e-05
threshold=0.08844500000000001 -0.060129999999999996 -0.49405499999999997 -0.056919999999999991 -0.20211999999999997 0.113445 0.051320000000000005 0.12178000000000001 -0.014149999999999998 0.096575000000000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 8 -3 4 -2 9 7 -5 -1 -6
right_child=3 2 -4 6 5 -7 -8 -9 -10 -11
leaf_value=-0.0030186968004699759 -0.001315717100405268 -0.0012465151221880879 0.0014543547562588378 0.0016016044581277293 0.0024729094355989043 0.004012627082919361 -0.0025119839678407348 -0.0014617405281930384 -0.00060640552242236835 -1.6948046633205075e-06
leaf_weight=0.0011506453190882589 0.0015799583399855877 0.001223452350732665 0.0019046639172725071 0.0016896431018722808 0.0010123687675718807 0.0011066944065685133 0.0012642047203145351 0.0010341557889628206 0.0017626841073716225 0.0018458842092156699
leaf_count=961 87 75 154 205 169 189 318 58 704 201
internal_value=0 -0.000545788 0.000398005 0.000302232 0.000876902 0.00175062 -0.000496787 0.000438532 -0.00155916 0.000874789
internal_weight=0 0.00604145 0.00312812 0.00953291 0.00554491 0.00396495 0.003988 0.0027238 0.00291333 0.00285825
internal_count=3121 1894 229 1227 646 559 581 263 1665 370
is_linear=0
shrinkage=0.00637641


Tree=2060
num_leaves=13
num_cat=0
split_feature=484 15 15 15 42 43 160 160 16 1 1 43
split_gain=6.20221e-05 7.94566e-05 0.000113781 9.94827e-05 9.99238e-05 0.000228415 0.000129277 0.000113709 0.000209504 0.000130722 0.000125216 0.000172772
threshold=-0.0068949999999999992 -0.24436499999999997 -0.11713499999999999 -0.10091499999999999 -0.095859999999999987 -0.17390999999999998 -0.082869999999999985 0.092865000000000017 0.22339500000000004 0.10089500000000001 0.086560000000000012 -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 8 9 10 11 -8
right_child=1 2 3 4 5 6 7 -9 -10 -11 -12 -13
leaf_value=-0.0016023068195507057 0.0017537770030093649 -0.0019591331818971263 0.0021171360602234754 -0.0019337506518486789 0.002698304217894151 -0.0024036923114579842 -0.00065871799753320823 -0.0018242852993403775 -0.0016789785285257371 0.003105991127765423 -0.0013443349941513196 0.0028637559371084533
leaf_weight=0.0010242762450321562 0.0011578227084952522 0.0012548611678144745 0.0010247314392894226 0.001107451851193827 0.0013544342083893256 0.0010589740631406323 0.0010832565192042598 0.0011713518652280291 0.0015620502663968123 0.0011176247509599793 0.0011101053387437554 0.0014110970661535913
leaf_count=503 232 187 74 189 96 361 447 98 257 191 250 236
internal_value=0 8.71555e-05 -5.84134e-05 0.00014033 -4.42206e-05 0.000167816 -0.000234721 7.3359e-05 0.000427077 0.00112375 0.000509126 0.001334
internal_weight=0 0.0144138 0.0132559 0.0120011 0.0109763 0.00986889 0.00851446 0.00745549 0.00628413 0.00472208 0.00360446 0.00249435
internal_count=3121 2618 2386 2199 2125 1936 1840 1479 1381 1124 933 683
is_linear=0
shrinkage=0.00663402


Tree=2061
num_leaves=17
num_cat=0
split_feature=14 124 123 4 47 14 484 1 3 0 16 151 13 0 42 12
split_gain=0.000302971 0.000190235 0.000333453 0.000302047 0.000312929 0.000283394 0.000292226 0.0002049 0.000319509 0.00028312 0.000362673 0.000368431 0.000204726 0.000627565 0.000177178 0.000113538
threshold=0.062655000000000016 0.08919500000000001 1.0000000180025095e-35 -0.49405499999999997 0.13148500000000005 -0.10708499999999999 0.084040000000000017 0.094465000000000007 -0.082094999999999987 -0.10151999999999999 -0.070454999999999976 -1.0000000180025095e-35 -0.095304999999999987 -0.15202999999999997 0.086135000000000003 0.091475000000000015
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 15 10 11 -9 -10 -14 -11 -7
right_child=-2 -3 -4 4 -6 6 -8 9 12 14 -12 -13 13 -15 -16 -17
leaf_value=-0.00084041455332271398 -0.00088866148129131074 0.00071366655277233469 0.00073669316330521502 -0.0005974661674795058 -0.0008773672292776574 1.3709016391808877e-05 0.0007817464326464144 -0.0005767487892068201 -7.0661749974812926e-06 -0.00068857484727096851 0.0013418859303752735 0.00067103767638904967 3.1899869785746771e-05 -0.0016407485382592504 0.0002697258759205304 0.00069194256431439098
leaf_weight=0.0012742887969096018 0.0010217235588179099 0.0010305513223077814 0.0014920027009633794 0.001660055174212304 0.0010565160201916326 0.0017641783092184919 0.0015904396194579432 0.0010074294135129502 0.0016789726845119757 0.0010743405438769227 0.0010613794648577368 0.0017323203238177598 0.0012877374308448708 0.0011369153117569046 0.0010053649815496835 0.0010658186678710393
leaf_count=139 104 60 227 100 52 672 282 59 87 130 32 78 33 703 148 215
internal_value=0 2.6331e-05 -9.28565e-06 -6.97889e-05 -1.2434e-05 4.44486e-05 0.000118424 3.60976e-05 -0.000154971 0.000261371 0.000527651 0.000212216 -0.000447452 -0.000752402 -0.000225316 0.000269142
internal_weight=0 0.0209183 0.0198878 0.0183958 0.0171215 0.016065 0.0144049 0.0128145 0.00693362 0.00588083 0.00380113 0.00273975 0.00410363 0.00242465 0.00207971 0.00283
internal_count=3121 3017 2957 2730 2591 2539 2439 2157 1710 447 169 137 823 736 278 887
is_linear=0
shrinkage=0.0016407


Tree=2062
num_leaves=12
num_cat=0
split_feature=1 15 42 51 43 2 16 48 15 4 16
split_gain=6.28039e-05 0.000128191 0.000128427 9.58691e-05 0.000108323 0.000115906 0.000161448 0.000159063 8.09961e-05 5.81981e-05 4.515e-05
threshold=0.12500000000000003 0.091650000000000023 0.092620000000000022 -0.076794999999999988 -0.15879999999999997 0.099185000000000009 -0.056919999999999991 0.085325000000000012 -0.037864999999999989 0.033845000000000007 -0.11676499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 10 -2 -7 -6
right_child=8 -3 -4 4 5 9 -8 -9 -10 -11 -12
leaf_value=-0.0012241067255786288 -0.00015751246675542753 -0.0022130945683651706 -0.0018695769599623531 0.0022910731496321845 0.00044166786081006876 0.0020708106926065951 -0.0022598871491195972 -0.0016449031777133593 0.0022692202357703804 0.00027161968423422892 0.0023476167881117138
leaf_weight=0.0015799829223299587 0.0012656990391420042 0.0012121357858423812 0.0013639237117925767 0.0012480419162070912 0.0010194716079808576 0.0015860175193672527 0.0014102253267172134 0.0010807941154913278 0.0010767388705474898 0.0014611521917984732 0.0010856512943065357
leaf_count=393 224 474 335 127 150 176 414 107 55 157 509
internal_value=0 -0.000198646 7.6683e-06 0.000252185 0.000514521 0.000224435 -0.000427704 0.000383299 0.000957974 0.00120808 0.0014246
internal_weight=0 0.0130474 0.0118353 0.0104713 0.00889135 0.00764331 0.00459614 0.00318592 0.00234244 0.00304717 0.00210512
internal_count=3121 2842 2368 2033 1640 1513 1180 766 279 333 659
is_linear=0
shrinkage=0.00650394


Tree=2063
num_leaves=17
num_cat=0
split_feature=1213 14 11 453 4 160 484 133 52 12 13 49 4 1 3 3
split_gain=0.000428866 0.000229506 0.000212267 0.000209616 0.000414919 0.00026666 0.000271887 0.000252242 0.000268188 0.00027959 0.000197712 0.00026373 0.000613006 0.000124689 0.000118189 9.8656e-05
threshold=-1.0000000180025095e-35 0.054835000000000009 0.088215000000000002 1.0000000180025095e-35 0.27287000000000006 -0.091944999999999985 0.079595000000000013 0.10622000000000002 0.091275000000000009 -0.029094999999999999 -0.084034999999999985 -0.081404999999999991 0.0061450000000000003 0.080585000000000004 0.090900000000000009 -0.028564999999999997
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 7 8 9 -7 13 -12 -13 -11 -14 -10
right_child=1 -3 -4 -5 -6 6 -8 -9 15 10 11 12 14 -15 -16 -17
leaf_value=-0.0011043795952321309 -0.00062097306780072156 -0.00075504717896923267 -0.00065616408796379032 -0.00060619915141205908 0.00091210298699957607 -0.00068473414202028203 0.00093501556931237619 -0.00073708956603453892 0.00025900931944698816 0.00018936251358853077 0.00056988781089619008 -0.0012284415196360851 -8.0335895837388709e-05 0.0010167224793924483 0.00062782149573857159 0.00094357140661962993
leaf_weight=0.0010176651462664157 0.0014789633935592831 0.0010292909756962612 0.0011016057592883035 0.0011041736903715229 0.0019072731774517409 0.001435549683973524 0.0011535164980927002 0.0010374895340296919 0.0011041848619247063 0.0011279136429677913 0.0015653992565090079 0.0012960980570928234 0.0018715300719587685 0.0010025021416888436 0.0010847208786799456 0.0013801307520324721
leaf_count=491 338 96 98 79 289 153 170 295 132 181 63 460 130 85 21 40
internal_value=0 3.06778e-05 7.18329e-05 0.000115067 0.000160718 6.84866e-05 0.000141015 7.00465e-05 0.000140605 8.57469e-06 0.000133796 -2.9121e-05 -0.000249632 0.00057869 0.000179504 0.000639309
internal_weight=0 0.0206803 0.0196511 0.0185494 0.0174453 0.015538 0.014059 0.0129055 0.011868 0.00938371 0.00794816 0.00581775 0.00425235 0.00213042 0.00295625 0.00248432
internal_count=3121 2630 2534 2436 2357 2068 1730 1560 1265 1093 940 674 611 266 151 172
is_linear=0
shrinkage=0.00170698


Tree=2064
num_leaves=13
num_cat=0
split_feature=49 151 48 151 4 42 52 42 15 13 2 0
split_gain=7.09776e-05 0.000155435 0.00013808 0.000104126 0.000144235 0.000138726 0.000142163 0.000129162 7.30642e-05 0.000147795 0.000107234 7.7392e-05
threshold=-0.043469999999999995 -0.073794999999999986 0.091545000000000015 -0.063609999999999986 0.40945500000000007 0.091545000000000015 -0.12005499999999998 0.08623500000000002 -0.10203999999999998 0.0076650000000000008 0.10584500000000001 -0.077809999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 6 -5 8 -8 10 11 -10
right_child=3 2 -4 4 -6 -7 7 -9 9 -11 -12 -13
leaf_value=0.0030069414541242837 -0.002258033103014753 -0.0016472925085798764 0.001651839063432063 -0.0024440556764531384 0.0021047376671349946 -0.0026154161651003325 -0.0017882017806797317 0.0026548256780547295 0.00074465333894998393 -0.0020544488483050911 -0.00077541433412659237 0.0033818603856600243
leaf_weight=0.001168647633472325 0.0012532645248607985 0.0014311582819132992 0.0012049095196067228 0.0010872410179376931 0.0013688703475303677 0.0012515440106058064 0.0010481536670837203 0.0010600381955124111 0.0012937149457571328 0.0010419865406049323 0.0011386193180953075 0.0010311474886225908
leaf_count=196 284 153 76 299 238 505 149 297 550 196 68 110
internal_value=0 0.000827088 -0.000139306 -0.000303469 -6.6136e-05 -0.000398073 -3.77118e-05 0.000357875 -8.05518e-05 0.000316717 0.00103008 0.00191434
internal_weight=0 0.00380472 0.00263607 0.0115746 0.0103213 0.00895245 0.0077009 0.00661366 0.00555362 0.00450547 0.00346348 0.00232486
internal_count=3121 425 229 2696 2412 2174 1669 1370 1073 924 728 660
is_linear=0
shrinkage=0.00718087


Tree=2065
num_leaves=17
num_cat=0
split_feature=14 124 123 4 484 160 12 151 133 13 12 4 1 160 484 4
split_gain=0.000394277 0.00021525 0.000322826 0.000333344 0.000250893 0.000365301 0.000343186 0.000301328 0.000200061 0.000235091 0.000327155 0.000160005 0.000322687 0.000224247 0.000114549 0.000108724
threshold=0.062655000000000016 0.08919500000000001 1.0000000180025095e-35 -0.49405499999999997 0.084040000000000017 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.090369999999999992 -1.0000000180025095e-35 -0.084034999999999985 0.092655000000000015 0.0061450000000000003 0.090475000000000014 0.088755000000000014 0.091880000000000003 0.24564500000000003
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 -9 10 -10 12 -11 15 -6 -13
right_child=-2 -3 -4 4 14 6 7 8 9 11 -12 13 -14 -15 -16 -17
leaf_value=-0.00089029333662996317 -0.00099741411046161584 0.00077246544449362871 0.00072904820552737327 -0.00079903724194193551 0.00092966812625018362 -0.0008329321906399668 -0.00069516748553496413 -0.0004112840273829654 0.0012048775723066286 0.0002131817955189309 1.9510211941194834e-05 -0.00021799781843016592 -0.00093620690155714825 0.00096636956675351143 0.00015468304792144494 0.00042298379309389453
leaf_weight=0.0012241230733835871 0.0010456402140600609 0.0010139107570852337 0.0014976696671350374 0.0016777125515655697 0.0010047186729895677 0.001171795846180647 0.0011640635973396716 0.0013323423068972726 0.0014508735876407044 0.0019140217538967637 0.001103437886913694 0.0015031303212584834 0.0010015814463933959 0.0010699463984852609 0.0010498914344238136 0.001354023931274817
leaf_count=139 104 60 227 536 116 115 82 615 155 364 49 82 171 50 194 62
internal_value=0 3.54038e-05 -2.88208e-06 -6.37083e-05 -3.47081e-06 -7.83261e-05 1.42208e-05 9.76863e-05 0.000183706 0.000268065 0.00069281 0.000109513 -0.000181662 0.000325689 0.000533656 8.57675e-05
internal_weight=0 0.0205332 0.0195193 0.0180217 0.0167975 0.0147429 0.0130652 0.0118934 0.0107294 0.00939702 0.00255431 0.0068427 0.0029156 0.0039271 0.00205461 0.00285715
internal_count=3121 3017 2957 2730 2591 2281 1745 1630 1548 933 204 729 535 194 310 144
is_linear=0
shrinkage=0.0016407


Tree=2066
num_leaves=19
num_cat=0
split_feature=1213 14 11 453 4 160 160 13 13 3 4 48 52 12 151 3 3 16
split_gain=0.000467071 0.000246188 0.000220024 0.000234348 0.000406604 0.000223248 0.000320737 0.000150078 0.000299398 0.000207154 0.000225036 0.000200257 0.000192522 0.000181365 0.000219919 0.000284612 0.000133529 0.000127035
threshold=-1.0000000180025095e-35 0.054835000000000009 0.088215000000000002 1.0000000180025095e-35 0.27287000000000006 -0.091944999999999985 -0.078059999999999977 -0.49353499999999995 -0.084034999999999985 -0.078934999999999991 0.053925000000000008 0.093265000000000015 0.095415000000000014 0.097825000000000009 -0.024429999999999997 -1.0000000180025095e-35 0.088060000000000013 -0.27167499999999994
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 -2 -7 -8 9 -9 -11 12 13 14 -10 -16 -17 -6
right_child=1 -3 -4 -5 17 6 7 8 11 10 -12 -13 -14 -15 15 16 -18 -19
leaf_value=-0.001135549757434808 -0.00054162825111262879 -0.00077844739135322699 -0.00064492254073542879 -0.00062641242603955175 0.0013125107815093002 0.0010689120468079581 -0.00055814996425238234 -6.407234297187538e-05 0.00025576708699181377 0.0013137521144739163 0.00024748654680488414 0.00047325456119814177 0.00052872499980334911 0.00022159082820985866 -0.0012086206352348939 0.00018024930816880967 -0.00066021304883499225 0.00045611236036379723
leaf_weight=0.0010460992121793652 0.0015501110012344768 0.0010383388732240198 0.0011710449273234494 0.0011610374113243385 0.0010153817404278259 0.0010076504535226913 0.0010223204974595347 0.0010830362011200606 0.0010297777100683496 0.0012957350048381456 0.0010393669384853865 0.001787379967199465 0.0010091789815040719 0.0016068601036919872 0.0015031906513581867 0.0010879049665968431 0.0011156567215082625 0.001003473711307031
leaf_count=491 338 96 98 79 206 190 24 193 112 96 38 129 141 173 556 34 44 83
internal_value=0 3.24349e-05 7.35284e-05 0.00011708 0.000164622 7.42747e-05 0.00013972 7.07749e-05 0.000121974 0.000552965 0.000839151 -3.92072e-05 -0.000163785 -0.000273957 -0.000442071 -0.000635938 -0.000245274 0.000886837
internal_weight=0 0.0215274 0.0204891 0.0193181 0.018157 0.0161382 0.0145881 0.0135804 0.0125581 0.00341814 0.0023351 0.00913995 0.00735257 0.00634339 0.00473653 0.00370675 0.00220356 0.00201886
internal_count=3121 2630 2534 2436 2357 2068 1730 1540 1516 327 134 1189 1060 919 746 634 78 289
is_linear=0
shrinkage=0.00170698


Tree=2067
num_leaves=17
num_cat=0
split_feature=14 124 123 4 484 160 12 151 42 52 49 4 3 0 160 2
split_gain=0.000319016 0.000237101 0.000346479 0.000318736 0.000304947 0.000382493 0.000377018 0.000245032 0.00021041 0.000220371 0.000232318 0.000443988 0.00018351 0.00019143 0.000104029 4.87874e-05
threshold=0.057600000000000005 0.08919500000000001 1.0000000180025095e-35 -0.49405499999999997 0.084040000000000017 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.090369999999999992 -1.0000000180025095e-35 0.077655000000000016 -0.081404999999999991 0.0061450000000000003 0.090900000000000009 -0.10224499999999999 -0.082459999999999992 0.098260000000000014
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 -9 10 -10 -12 13 -13 -6 -11
right_child=-2 -3 -4 4 14 6 7 8 9 15 11 12 -14 -15 -16 -17
leaf_value=-0.00081229123020738747 -0.00086070447765386297 0.00075091293154032107 0.00069750958470134715 -0.00077486140159805359 0.00089121944927351656 -0.00082922873135986481 -0.00059344739784596341 -0.00044200392625664598 0.0005973756122949948 0.00092875533511146036 -0.00073920584195439709 -0.00046446602083582289 0.00068739495354173811 0.00037049695894102777 0.00020217736483011748 0.00044795220629509401
leaf_weight=0.0012736806138220784 0.0010044952148890998 0.0010399555523981077 0.0015391717364972605 0.001715486761068045 0.0010324849985964002 0.0011853574723374978 0.0011470610461945538 0.0012326581148100054 0.0017969903076293673 0.0010165018627355804 0.0015691995729674264 0.001200490495440576 0.0013797923988290162 0.0014480114148124335 0.0010629208710644092 0.0010014591000855333
leaf_count=139 107 60 227 536 202 114 82 591 74 219 397 47 52 102 108 64
internal_value=0 3.15281e-05 -6.63923e-06 -6.66437e-05 -1.00739e-05 -8.87629e-05 1.93184e-06 8.54807e-05 0.000158639 0.000237299 0.000113717 -4.15547e-05 0.000230211 -7.96798e-06 0.000541694 0.000690146
internal_weight=0 0.0206412 0.0196013 0.0180621 0.0167884 0.014693 0.0129775 0.0117922 0.0106451 0.00941245 0.00739448 0.00559749 0.00402829 0.0026485 0.00209541 0.00201796
internal_count=3121 3014 2954 2727 2588 2278 1742 1628 1546 955 672 598 201 149 310 283
is_linear=0
shrinkage=0.00154607


Tree=2068
num_leaves=12
num_cat=0
split_feature=1 52 49 42 52 484 16 0 4 0 16
split_gain=6.87544e-05 0.000118226 0.000105958 0.000182924 0.000140069 0.000160928 0.000210844 0.000202807 0.000134155 6.04742e-05 4.88748e-05
threshold=0.12337000000000002 0.11434500000000002 -0.047584999999999995 0.091545000000000015 0.091275000000000009 0.084040000000000017 -0.056919999999999991 -0.11756999999999999 0.0061450000000000003 -0.053834999999999994 -0.088394999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 5 6 7 -4 -1 -2 -9
right_child=9 -3 3 -5 -6 -7 -8 10 -10 -11 -12
leaf_value=-0.00014388371578280586 0.0020561434832444274 -0.0021810148435274486 -0.0022508348757077634 -0.0031294564900579448 0.0025085582256065752 0.0018764151882885818 -0.0030695618598938178 0.00030888327262518542 0.0030801585928732656 -0.0002003474475504103 0.0025224557846902822
leaf_weight=0.0016106937851959472 0.0014521347013226535 0.0014922496914512454 0.0012590211949963263 0.0011371701984185818 0.0010466218124470794 0.0013430060361296903 0.0017114208275585676 0.0010352421447591921 0.0012144824208543264 0.0011353428013234869 0.0011076941744236702
leaf_count=222 173 438 113 409 151 169 605 259 87 121 374
internal_value=0 -0.000241714 1.0692e-05 -0.000391943 2.29596e-05 -0.000379972 -0.000972602 8.23143e-05 0.00124206 0.00106603 0.00145309
internal_weight=0 0.0129576 0.0114654 0.00864018 0.00750301 0.00645638 0.00511338 0.00340196 0.00282518 0.00258748 0.00214294
internal_count=3121 2827 2389 2080 1671 1520 1351 746 309 294 633
is_linear=0
shrinkage=0.00732449


Tree=2069
num_leaves=18
num_cat=0
split_feature=14 128 124 4 3 13 157 48 0 1 43 16 48 13 16 1 47
split_gain=0.000332599 0.000285964 0.000262333 0.000204984 0.00024297 0.000278588 0.000216396 0.000182834 0.000245417 0.000258048 0.000190132 0.000360246 0.000254408 0.000238146 0.00020624 0.000176585 1.87911e-07
threshold=0.062655000000000016 0.086435000000000012 -0.043384999999999993 -0.51843499999999987 -0.15956499999999998 -0.39067499999999994 -0.08107499999999998 0.12649500000000002 -0.23091999999999999 0.122185 -0.084004999999999982 -0.088159999999999988 0.085325000000000012 -0.076599999999999988 -0.18708499999999997 0.093575000000000019 0.13082500000000002
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 8 -8 10 13 12 14 -10 -12 -13 -11
right_child=-2 -3 3 4 5 6 7 -9 9 16 11 15 -14 -15 -16 -17 -18
leaf_value=0.00067936493727790222 -0.00090327811952089436 -0.00080697951070562795 -0.00063784363585155286 0.00073781565702225123 0.00064178098055580344 0.0006022527175446429 0.00055272050845093092 -0.00071403446562178809 0.00064909257166130779 0.00035361126197963025 -0.00022078259281907225 -0.0014010266881126616 -0.00077132863180145788 -0.00033078014386436945 0.00071529163196949828 -0.00048759419348415713 0.00038473405828744238
leaf_weight=0.0016862034092614995 0.0010362634333878065 0.0010052509054025221 0.0011607024340043416 0.001269410357980792 0.0016060070531180798 0.0011566580603084254 0.0014705123341869327 0.0012294529669189822 0.0011187257673995199 0.0010040638191135551 0.001509395873659336 0.0011079874852082559 0.0010944392476168185 0.0015051531455641523 0.0010208778783160292 0.0010826765086068835 0.0010036921758000972
leaf_count=240 104 201 51 136 111 254 61 62 163 95 90 812 80 229 260 161 11
internal_value=0 3.01862e-05 7.22098e-05 1.63864e-05 6.05894e-05 6.55441e-06 -6.47686e-05 -0.000123452 -6.2526e-05 -0.000149128 -0.000272434 -0.00043461 -0.000123374 8.70017e-05 0.000156891 -0.000949587 0.00036917
internal_weight=0 0.0210312 0.020026 0.0183398 0.0171791 0.0159096 0.0143036 0.013147 0.0119175 0.010447 0.00843926 0.00581538 0.00362471 0.00262388 0.00253027 0.00219066 0.00200776
internal_count=3121 3017 2816 2576 2525 2389 2278 2024 1962 1901 1795 1403 430 392 350 973 106
is_linear=0
shrinkage=0.00160853


Tree=2070
num_leaves=18
num_cat=0
split_feature=14 1213 474 124 123 14 4 42 151 160 49 13 1 133 49 4 2
split_gain=0.000477624 0.000435969 0.000221127 0.000235272 0.000283214 0.000297367 0.00030569 0.000232225 0.000277383 0.000386295 0.000240037 0.000236957 0.000224912 0.000239827 0.000223662 0.000249786 0.000160991
threshold=0.076175000000000007 -1.0000000180025095e-35 0.084660000000000027 0.08919500000000001 1.0000000180025095e-35 -0.10708499999999999 -0.49405499999999997 -1.0000000180025095e-35 -0.090369999999999992 -1.0000000180025095e-35 0.006170000000000001 -0.076599999999999988 0.10089500000000001 0.083950000000000011 -0.081404999999999991 0.0061450000000000003 0.09142500000000002
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 -9 -10 11 12 13 -11 -13 -16 -17
right_child=-2 2 -4 -5 -6 6 7 8 9 10 -12 14 -14 -15 15 16 -18
leaf_value=-0.0010475581639781389 -0.0011166109689894769 -0.00082908395683648915 0.00048172239410376131 0.00057275654408107989 0.00051611505556288962 -0.00082109202993641721 -0.0005823091191976944 -0.00065213834301697401 -0.00065258120047186606 -0.00027697226517487718 0.00085269511409494898 0.00047754794448408706 0.00095054100034196241 0.00066183848040998858 -0.00081110321601631278 0.00030621375051240104 -0.00045229536897447832
leaf_weight=0.0010049672577337387 0.0010538333965780513 0.0014482787127585431 0.0014600933444230959 0.001020002983011469 0.0012668915807599488 0.0012672627275608231 0.001661650405255133 0.0012399746150204569 0.0013453330866004193 0.0012950911691205205 0.0010118785768287739 0.0010681255374720457 0.0010608522159505918 0.0010424503867005885 0.0012436405522759141 0.0014285491309952159 0.0010165762262818179
leaf_count=477 101 67 324 60 201 121 530 127 407 114 110 35 91 78 193 37 48
internal_value=0 -0.000111358 -6.40234e-05 -0.000107291 -0.000147164 -0.000199261 -0.00013713 -7.25148e-05 -4.36352e-07 7.64335e-05 0.000183421 0.000100379 0.00039419 0.0001417 -0.000109523 -0.000279517 -9.14118e-06
internal_weight=0 0.0208816 0.0198767 0.0184166 0.0173966 0.0161297 0.0146814 0.0134141 0.0117525 0.0105125 0.00916716 0.00815529 0.00339839 0.00233754 0.00475689 0.00368877 0.00244513
internal_count=3121 3020 2543 2219 2159 1958 1891 1770 1240 1113 706 596 283 192 313 278 85
is_linear=0
shrinkage=0.00145689


Tree=2071
num_leaves=16
num_cat=0
split_feature=1213 124 123 4 484 12 1 42 151 42 15 16 16 48 2
split_gain=0.000475742 0.000268653 0.000335428 0.000396229 0.000296792 0.000230698 0.000211056 0.000384348 0.000250783 0.000221244 0.000350622 0.000263569 0.000320824 0.000285435 0.000235038
threshold=-1.0000000180025095e-35 0.10281000000000001 1.0000000180025095e-35 -0.49405499999999997 -0.0068949999999999992 -1.0000000180025095e-35 0.12811000000000003 0.091735000000000025 -0.090369999999999992 0.08623500000000002 0.084050000000000014 -0.014034999999999997 -0.073404999999999984 0.086035000000000014 0.10803500000000001
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 8 -7 10 11 12 13 -10 -13
right_child=1 -3 -4 4 5 6 -8 -9 9 -11 -12 14 -14 -15 -16
leaf_value=-0.00096345170399741401 -0.0008126764690421039 0.00074510588276383103 0.00057990742839306891 -0.00067796353811625507 -0.00049463068841225952 -0.0005124912362365426 0.00061092783545702825 -0.00064247271682740131 0.00061376720451663505 0.00068045795260574839 -0.00055225250245073449 0.00091182230816366284 -0.00056283859887969006 -0.0002085288303548601 6.3024096242553083e-05
leaf_weight=0.0010183537102634371 0.001317651492462389 0.0010363653675652387 0.0018508520931100848 0.0012259803311650231 0.0014408323421324634 0.0011138980291979248 0.001505544230974599 0.0014684989356940356 0.0019872167410702971 0.0016509568168177483 0.001375110050611375 0.0017045628444403247 0.0013462524377937241 0.0015198677051679876 0.001091883603306476
leaf_count=491 138 39 242 448 151 121 93 324 176 224 300 155 58 92 69
internal_value=0 3.55156e-05 -1.84688e-07 -5.74521e-05 -3.61601e-07 5.09032e-05 0.000104143 4.6595e-05 0.000132423 0.000199713 0.000111768 0.000231131 2.98824e-05 0.000257408 0.000580406
internal_weight=0 0.0216355 0.0205991 0.0187483 0.0174306 0.0162046 0.0147638 0.0132582 0.0117897 0.0106759 0.00902489 0.00764978 0.00485334 0.00350708 0.00279645
internal_count=3121 2630 2591 2349 2211 1763 1612 1519 1195 1074 850 550 326 268 224
is_linear=0
shrinkage=0.00142833


Tree=2072
num_leaves=18
num_cat=0
split_feature=1213 124 123 4 484 1374 457 133 151 4 12 160 47 13 1 12 16
split_gain=0.000539793 0.000255463 0.000255169 0.000342786 0.000293388 0.000237801 0.000197547 0.000215147 0.0001723 0.000365864 0.000287547 0.000456195 0.000363623 0.000313801 0.000228144 0.00017739 0.000101422
threshold=-1.0000000180025095e-35 0.10281000000000001 1.0000000180025095e-35 -0.49405499999999997 -0.0068949999999999992 -0.094929999999999987 0.088045000000000012 -0.085499999999999979 -0.090369999999999992 0.26790000000000008 -1.0000000180025095e-35 -1.0000000180025095e-35 0.099265000000000006 -0.084034999999999985 0.095695000000000016 0.091625000000000012 -0.079109999999999986
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 -7 -9 10 -10 -12 13 15 16 -13 -15
right_child=1 -3 -4 4 5 6 -8 8 9 -11 11 12 -14 14 -16 -17 -18
leaf_value=-0.0010868337166460701 -0.00084147399224892823 0.00079813757909367295 0.0005796049262366984 -0.00073229025223332659 -0.0006380385476304725 0.00065680231222910483 0.00073711312387194586 -0.00053526748344549823 -0.00081208971199441449 0.00067540148858800497 -0.00074497536169716792 0.0009809011481425546 0.0010140703345774948 -0.00028987672722828259 -0.00076959140449239089 6.9700413237563431e-05 0.0003754202823879693
leaf_weight=0.0010960311777759154 0.0012547321724537428 0.0010715922705140093 0.0017795056037725352 0.0012279647355488863 0.001110857471126713 0.0013839184995764206 0.0011813000753358041 0.0013289734303670872 0.0011286289935981122 0.0020117743925664464 0.0015230591504471402 0.0010626295832958368 0.0011596500695407741 0.0010847816088832276 0.0012915191326581255 0.001062656141489704 0.0012004660993178715
leaf_count=491 138 39 242 448 52 284 78 89 59 158 342 92 45 205 94 36 229
internal_value=0 4.72668e-05 8.56874e-06 -4.48772e-05 1.14076e-05 6.6654e-05 0.000117422 6.60079e-05 2.40101e-06 6.43999e-05 -6.48072e-05 3.57806e-05 0.000209081 4.53673e-05 -0.000239802 0.000525295 5.96112e-05
internal_weight=0 0.021864 0.0207924 0.0190129 0.0177582 0.0165302 0.0154194 0.0142381 0.0128541 0.0115252 0.00951339 0.00838476 0.0068617 0.00570205 0.00357677 0.00212529 0.00228525
internal_count=3121 2630 2591 2349 2211 1763 1711 1633 1349 1260 1102 1043 701 656 528 128 434
is_linear=0
shrinkage=0.00157699


Tree=2073
num_leaves=19
num_cat=0
split_feature=14 1213 124 123 4 484 48 39 3 2 2 52 484 4 4 457 13 3
split_gain=0.000553919 0.000506572 0.000312358 0.000351281 0.00035893 0.000345946 0.000275193 0.000344492 0.000281943 0.000288782 0.000334928 0.000175666 0.000199682 0.00022102 0.000216791 0.00038096 0.000136425 0.000119406
threshold=0.076175000000000007 -1.0000000180025095e-35 0.10281000000000001 1.0000000180025095e-35 -0.49405499999999997 -0.0068949999999999992 0.12737000000000001 0.088025000000000006 0.13524500000000003 0.11548000000000001 0.11067500000000001 0.098380000000000009 0.084040000000000017 0.076415000000000025 -0.077679999999999985 0.080930000000000016 -0.008624999999999999 -0.077774999999999983
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 8 9 10 11 12 13 14 16 -16 -7 -15
right_child=-2 2 -4 -5 5 6 -8 -9 -10 -11 -12 -13 -14 17 15 -17 -18 -19
leaf_value=-0.0010627423201493361 -0.0011244871375961595 -0.0007859649204775966 0.00091697662699364473 0.00076997397493729959 -0.00077823254963485793 0.00080610294975404435 -0.00058373833014861384 -0.00071540121906962404 0.00098196131592871955 0.00089216677979093062 -0.00079242602605784278 -0.00045583622450150033 0.00090060301542799724 0.00018296410098126659 -0.00074412481556110994 0.00036804037448748234 -2.4209377627536285e-05 0.00087087366269723008
leaf_weight=0.001039154280781599 0.001121467389761043 0.0014589883620339207 0.0011129675295667987 0.0015798553518133118 0.0012264612150194474 0.001001221297294741 0.0013602202682317923 0.0010489096716276994 0.0012113496225474316 0.0012797680018754596 0.0010214795098158489 0.0010274455181501401 0.0010639091746376681 0.0012523275059805883 0.0019307529235306252 0.0013569463601376119 0.0010478303437658756 0.0013638564079319626
leaf_count=477 101 138 39 234 428 172 56 87 109 131 65 292 166 54 327 51 141 53
internal_value=0 3.39531e-05 8.73462e-05 4.17064e-05 -1.99808e-05 4.50222e-05 0.000108262 0.000172707 0.000241421 0.000168759 8.50961e-05 0.000174338 0.000246145 0.000158594 -2.91544e-05 -0.000285096 0.000381503 0.000541582
internal_weight=0 0.0223834 0.0213443 0.0202313 0.0186515 0.0171925 0.015966 0.0146058 0.0135569 0.0123455 0.0110658 0.0100443 0.00901684 0.00795293 0.00533675 0.0032877 0.00204905 0.00261618
internal_count=3121 3020 2543 2504 2270 2132 1704 1648 1561 1452 1321 1256 964 798 691 378 313 107
is_linear=0
shrinkage=0.00160853


Tree=2074
num_leaves=12
num_cat=0
split_feature=133 3 48 50 48 1 43 1 160 12 16
split_gain=7.28548e-05 0.000105424 0.000127596 0.000145079 0.000154756 0.000108206 0.000169257 0.000104584 0.000106495 0.000161132 9.98326e-05
threshold=0.10622000000000002 0.16158000000000003 0.11951500000000001 0.083090000000000011 0.093265000000000015 0.111945 -0.076124999999999984 0.10538500000000002 0.086075000000000013 0.086915000000000006 -0.029084999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 8 9 10 -1
right_child=-2 -3 -4 -5 -6 6 -8 -9 -10 -11 -12
leaf_value=0.0026521625996406822 -0.0018680829080195665 0.0021142214997739851 -0.002485868331023839 -0.0021447036358403495 0.0027682252280463761 -0.00058295157994633505 0.0032159904247130028 -0.0025624547118845756 -0.0021189773139397069 -0.0013953241710515059 0.0001601282181195017
leaf_weight=0.0016226043742849361 0.0010873574464651285 0.0012698319937162203 0.0010985187376082459 0.0013552186356332362 0.0013002259724214276 0.0012127535187793081 0.001307530270122018 0.0010081381494728703 0.0010766394359331966 0.0017574931326454985 0.0018408281939077406
leaf_count=289 435 149 77 442 160 115 118 113 209 685 329
internal_value=0 9.60257e-05 -9.26914e-05 0.000117937 0.000393536 7.93052e-05 0.00138795 -0.000372144 -2.15112e-05 0.00041102 0.00132764
internal_weight=0 0.0148498 0.01358 0.0124814 0.0111262 0.00982599 0.00252028 0.0073057 0.00629757 0.00522093 0.00346343
internal_count=3121 2686 2537 2460 2018 1858 233 1625 1512 1303 618
is_linear=0
shrinkage=0.00732449


Tree=2075
num_leaves=18
num_cat=0
split_feature=1213 14 124 123 4 12 13 403 48 50 0 1 3 2 2 0 4
split_gain=0.000467384 0.00024224 0.000189075 0.00038626 0.000306763 0.000282169 0.000329555 0.000296202 0.000202607 0.000289087 0.000204093 0.000260422 0.000218577 0.000503057 0.000166717 0.000135879 0.000109104
threshold=-1.0000000180025095e-35 0.054835000000000009 0.10195500000000002 1.0000000180025095e-35 -0.49405499999999997 -1.0000000180025095e-35 -0.28558999999999996 0.03138500000000001 0.12649500000000002 0.082190000000000013 -0.23091999999999999 0.111945 -0.10023499999999998 0.092365000000000017 0.092365000000000017 -0.10324499999999999 -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 -2 -6 -7 8 9 10 -8 12 14 16 -12 -13 -14
right_child=1 -3 -4 -5 5 6 7 -9 -10 -11 11 15 13 -15 -16 -17 -18
leaf_value=-0.0010516399786341625 -0.00078258960281365618 -0.00071860064562909675 0.00075607656031983616 0.00080489795463677702 -0.00064217853233808006 0.00092229517788225564 0.00065487045371922137 0.00083501697273642564 -0.00063485769771947005 -0.00074340256504221169 -0.00014978688623097007 0.00087781114826182365 0.00028490304069756964 -0.0012137490459881114 0.00069929747066172052 8.5264510519134632e-05 -0.00034203676170641028
leaf_weight=0.0010557292922902519 0.0012697756708316887 0.0010243375098439858 0.0010256139659784438 0.0015978996921613272 0.0014406981135255742 0.0011713599428619893 0.0015528621210023604 0.0010994269029078454 0.0013080136087388347 0.0011189718005655555 0.0012806063620501842 0.0011610385595623995 0.0016091620504739617 0.0012542842113378964 0.0011230106796049633 0.0010806631189886895 0.0012971289694303448
leaf_count=491 138 96 42 232 155 70 60 147 66 385 63 27 515 329 78 110 117
internal_value=0 4.46827e-05 8.3027e-05 4.73806e-05 -2.07478e-05 3.78904e-05 0.000102963 3.38442e-05 -3.50474e-05 3.33076e-05 0.000117209 2.23962e-05 -0.000139255 -0.000362353 0.00024692 0.000495746 5.08874e-06
internal_weight=0 0.0214149 0.0203905 0.0193649 0.017767 0.0164972 0.0150565 0.0138852 0.0127857 0.0114777 0.0103588 0.00880589 0.00656419 0.00416058 0.00240362 0.0022417 0.00290629
internal_count=3121 2630 2534 2492 2260 2122 1967 1897 1750 1684 1299 1239 1102 961 141 137 632
is_linear=0
shrinkage=0.00160853


Tree=2076
num_leaves=13
num_cat=0
split_feature=41 1 3 4 16 16 0 4 2 4 52 0
split_gain=7.41924e-05 8.24434e-05 0.000122227 9.97558e-05 0.000154884 9.79036e-05 9.09022e-05 7.30689e-05 9.01623e-05 0.000135946 0.000186303 6.88472e-05
threshold=0.078475000000000017 0.104035 0.10893000000000001 -1.0000000180025095e-35 -0.094359999999999986 -0.071854999999999988 -0.047369999999999995 -0.014149999999999998 0.10672500000000001 -0.46376499999999993 -0.0064899999999999992 -0.10324499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 7 -5 -4 11 8 9 -1 -11 -3
right_child=-2 2 5 4 -6 -7 -8 -9 -10 10 -12 -13
leaf_value=-0.002650547139475492 -0.0017046589810020172 0.0017866966531103834 0.00095390084032207477 -0.0031394746432682297 -1.0355058526875693e-05 -0.0014344066379607568 0.0030723236842142704 0.0016070611399133959 0.0013752370763550441 -0.0019753859693870117 0.0013445605783881734 -0.0004439480753451933
leaf_weight=0.0010250084708918403 0.0010070967378009712 0.0012447063068737191 0.0013043205761206211 0.0011259736281864167 0.001499877156361731 0.0015009111853501178 0.0010169644645779104 0.00111756473803893 0.0011502672099706346 0.0011253023299432037 0.0017654012559655428 0.0010265363930549408
leaf_count=107 148 86 146 246 267 67 161 376 145 296 893 183
internal_value=0 8.35573e-05 0.000653802 -0.00031088 -0.00135213 -0.000323939 0.00148793 0.000131289 -0.000194269 -0.000655322 5.21612e-05 0.000778509
internal_weight=0 0.0149028 0.00609344 0.00880939 0.00262585 0.00280523 0.00328821 0.00618354 0.00506598 0.00391571 0.0028907 0.00227124
internal_count=3121 2973 643 2330 513 213 430 1817 1441 1296 1189 269
is_linear=0
shrinkage=0.00637641


Tree=2077
num_leaves=18
num_cat=0
split_feature=1213 14 160 157 130 0 16 150 47 160 15 42 4 2 3 12 1
split_gain=0.00053576 0.000484537 0.000326579 0.000215936 0.000262534 0.000335684 0.000321537 0.00038082 0.000356239 0.000273883 0.000409715 0.000270362 0.000257412 0.000253669 0.000213354 0.000167364 0.000149003
threshold=-1.0000000180025095e-35 0.076175000000000007 -0.24498999999999996 -0.073574999999999988 -0.0015749999999999998 0.18019500000000002 -0.056919999999999991 -1.0000000180025095e-35 0.092165000000000011 0.085045000000000023 -0.055554999999999993 0.083995000000000014 0.033845000000000007 0.10097500000000002 0.090900000000000009 0.09141500000000001 0.10956
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 -5 6 7 -6 11 10 -8 12 14 15 -9 -12 -10
right_child=1 -3 3 4 5 -7 9 8 16 -11 13 -13 -14 -15 -16 -17 -18
leaf_value=-0.00093712888685467202 -0.00068532429734018184 -0.00089620432051902359 0.00055911036572522282 -0.00057501091645379213 -0.00055358100985298966 0.00081474290266267521 -0.00089322876997146976 -7.3843752674787952e-05 0.00043663057023812958 0.00036531653899365334 -0.00011110214450396644 0.00058479392865077998 -0.00041397677588834959 -0.00065880060542017902 0.00071583573194926591 0.00055805013706747546 0.0011640375326622716
leaf_weight=0.0011340176959801695 0.0010227288019823031 0.0010187427576529009 0.001834376917087612 0.0011328421649414991 0.0010680003576504218 0.0011783311398885351 0.0015839306586300575 0.0015827077332842363 0.0010516414334589275 0.0014666407828723416 0.0019849088315872258 0.0019444605835498008 0.0018919630560915585 0.0010367718504115109 0.0010882100025213504 0.0010920705894356536 0.0010715651064529541
leaf_count=491 223 87 346 205 52 31 274 201 57 178 152 339 174 111 50 94 56
internal_value=0 2.94358e-05 7.22383e-05 0.000109118 6.60672e-05 0.000106322 5.68192e-05 0.000219753 0.00031545 -0.000163749 -0.000299935 0.000156129 -2.65451e-05 -7.14976e-05 0.000247895 0.000126391 0.000803747
internal_weight=0 0.0230499 0.0220312 0.0210084 0.019174 0.0180412 0.0168629 0.00969855 0.00863055 0.00716432 0.00569768 0.00650734 0.00456288 0.00411375 0.00267092 0.00307698 0.00212321
internal_count=3121 2630 2543 2320 1974 1769 1738 929 877 809 631 764 425 357 251 246 113
is_linear=0
shrinkage=0.00137286


Tree=2078
num_leaves=13
num_cat=0
split_feature=403 132 133 160 42 52 12 49 4 1 157 0
split_gain=6.53799e-05 0.000103069 0.000130423 0.00019442 0.000151185 0.000184754 0.000209155 0.000147194 0.000390757 0.000160791 0.000134837 8.01872e-05
threshold=-1.0000000180025095e-35 0.081465000000000024 -0.038089999999999992 -1.0000000180025095e-35 -0.088934999999999986 0.077655000000000016 0.084100000000000022 -0.043469999999999995 0.053180000000000012 0.11061500000000002 -0.04831499999999999 -0.13843999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 10 -5 7 -7 11 -9 -10 -4 -6
right_child=1 -3 3 4 5 6 -8 8 9 -11 -12 -13
leaf_value=-0.0016138315093711312 -0.0021649938817157595 0.0019983283654023505 0.00046870363135591308 -0.0017483243217238937 0.00036588576843780128 0.0041836513252643728 0.00038972024836126019 -0.0033402461730658289 0.0026523969291221039 -0.00075496429070583267 -0.002513259779738253 0.0026516254344923296
leaf_weight=0.0010291590115127014 0.0011535919913575826 0.0010986789407697812 0.0010184092243737813 0.0010823703034892615 0.0014021425139376653 0.0012650043109474485 0.0011956284524210353 0.0013771233152759391 0.0012255358856657766 0.0011223518119324039 0.001732916518961799 0.0012090828887861551
leaf_count=756 394 221 251 95 92 67 98 386 74 122 443 122
internal_value=0 8.11961e-05 -7.16107e-05 0.000119585 0.000545423 0.000827646 0.00234017 0.000240269 -0.000589705 0.00102359 -0.00140948 0.00142426
internal_weight=0 0.0148828 0.0137842 0.0126306 0.00987924 0.00879687 0.00246063 0.00633624 0.00372501 0.00234789 0.00275133 0.00261123
internal_count=3121 2365 2144 1750 1056 961 165 796 582 196 694 214
is_linear=0
shrinkage=0.00650394


Tree=2079
num_leaves=20
num_cat=0
split_feature=1213 124 47 47 147 11 402 52 43 52 16 131 133 2 2 2 4 151 15
split_gain=0.000424044 0.000219268 0.000234492 0.000246427 0.000307244 0.000286733 0.000250395 0.000243091 0.000256814 0.000368552 0.000363874 0.00016611 0.000173061 0.000107342 0.000260383 0.000295738 0.000135567 0.000172664 0.000182054
threshold=-1.0000000180025095e-35 0.10281000000000001 0.13148500000000005 0.11069000000000002 0.089025000000000007 0.088215000000000002 0.073745000000000019 -0.23798499999999997 -0.04890499999999999 -0.07278999999999998 0.15891500000000003 0.088315000000000018 0.084415000000000018 0.116525 0.11215000000000001 0.098260000000000014 -0.031404999999999995 -0.024429999999999997 -0.092489999999999989
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 -2 9 -9 13 12 -11 14 15 16 -10 -18 -19
right_child=1 -3 -4 -5 -6 -7 -8 8 10 11 -12 -13 -14 -15 -16 -17 17 18 -20
leaf_value=-0.00096474693967110411 -0.00076554638441522457 0.00072182293255796965 -0.00070355651662189005 0.00075071560520718276 0.00073455553009364077 -0.00083079577387394524 0.00070331509923739156 0.001007377536460196 -0.00064389171130822364 0.00014727003826128598 -0.0010122903429139218 0.00055630174193889242 -0.00066189685777197143 0.00037886797963626655 -0.00077842763584930782 0.00072773035816761156 0.00047703262521318353 -0.0006583917686928156 0.00021487936684731857
leaf_weight=0.001021680946283513 0.0010357728486199815 0.0010169591351099619 0.0010312811660517776 0.0010543884967570754 0.0012082176292167587 0.0010321601280635076 0.001065638293284492 0.0011973683707724855 0.0010146782087550182 0.0015426508476075618 0.0010123207293175618 0.0010060594491189262 0.0010015081918986514 0.0011617917214309936 0.001142872805656614 0.0010792741303459683 0.001109532264638613 0.0011901170874926703 0.0010173164462491772
leaf_count=491 249 39 51 98 119 103 239 214 320 149 56 195 387 94 48 83 34 76 76
internal_value=0 3.53206e-05 2.43193e-07 3.87038e-05 -3.43156e-06 -5.71161e-05 -5.85031e-06 -5.79281e-05 -3.53806e-06 0.000280177 -0.000157866 3.49172e-05 -0.000171259 -4.5762e-05 -0.000121036 1.78154e-05 -0.000159067 -1.07568e-05 -0.000255937
internal_weight=0 0.0209199 0.0199029 0.0188717 0.0178173 0.0166091 0.0155769 0.0145113 0.0134755 0.00474759 0.0087279 0.00355022 0.00254416 0.00771558 0.00655379 0.00541092 0.00433164 0.00331697 0.00220743
internal_count=3121 2630 2591 2540 2442 2323 2220 1981 1732 945 787 731 536 731 637 589 506 186 152
is_linear=0
shrinkage=0.00151575


Tree=2080
num_leaves=20
num_cat=0
split_feature=1213 14 13 124 13 132 42 47 453 4 52 1 42 13 49 16 52 15 16
split_gain=0.000508894 0.000432902 0.000277906 0.000288124 0.000311798 0.000254808 0.000287647 0.000719945 0.000258882 0.000277179 0.000462234 0.000268856 0.000297791 0.000287399 0.000232323 0.000569844 0.000380539 0.000227146 0.000122006
threshold=-1.0000000180025095e-35 0.076175000000000007 -0.53104499999999988 -0.043384999999999993 -0.39067499999999994 0.081240000000000021 -1.0000000180025095e-35 0.11518500000000002 1.0000000180025095e-35 -0.27825499999999997 0.10024500000000001 0.122185 0.091735000000000025 0.066795000000000007 -0.069799999999999987 -0.082404999999999992 -0.077024999999999996 -0.095869999999999983 -0.0057949999999999989
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 -6 9 10 -8 12 13 14 16 17 -11 -16 -17
right_child=1 -3 3 4 5 -7 8 -9 -10 11 -12 -13 -14 -15 15 18 -18 -19 -20
leaf_value=-0.001037151366065845 -0.00073689990860478219 -0.0010094198637594699 0.00075342427625916543 0.00078018305585046666 -0.0015704098715360302 0.00060783145730021839 -0.0011906593150549964 0.00034388378507540813 -0.00077168767120218266 0.00032711798437637347 0.00029636169243486485 0.00073382456709075532 -0.00073558295322182594 0.00092544925712774787 0.00017731598604876921 -0.00063340173481783268 -0.0010153088546275267 0.0011383775611365635 3.4123148393370127e-05
leaf_weight=0.0012367015063907616 0.0010604647424243786 0.0010095240539331743 0.001645654114413953 0.0014182880483486439 0.0010324743903065278 0.0016170522030259779 0.0010937314030923179 0.0010012895415023593 0.001004657095522111 0.0010228229386886056 0.0010699637443186416 0.0018511674423896682 0.0010696716105824929 0.0011174673524454448 0.0010451118088812272 0.0013055333592214531 0.0011728453406395804 0.0016266404014668697 0.001548974838735259
leaf_count=491 33 87 230 101 453 204 157 16 56 33 32 107 370 37 42 259 75 134 204
internal_value=0 2.12452e-05 6.70737e-05 0.000106466 5.32266e-05 -2.26674e-06 -6.04285e-05 -0.00062794 1.68851e-05 7.37832e-05 -0.000455316 0.000171129 6.60088e-05 0.000163011 5.26757e-05 0.000228541 -0.000389957 0.000762438 -0.000271175
internal_weight=0 0.0237133 0.0227038 0.0216433 0.0199977 0.0185794 0.0169624 0.00203376 0.0149286 0.0139239 0.0021637 0.0117602 0.00990907 0.0088394 0.00772193 0.00552626 0.00219567 0.00267175 0.00285451
internal_count=3121 2630 2543 2510 2280 2179 1975 469 1506 1450 189 1261 1154 784 747 639 108 176 463
is_linear=0
shrinkage=0.00160853


Tree=2081
num_leaves=12
num_cat=0
split_feature=1 0 4 4 457 2 1 49 3 1 4
split_gain=7.40377e-05 0.000143387 0.000106154 0.000100342 9.3629e-05 0.000181656 0.000183271 0.000148133 0.000147273 9.27057e-05 7.81894e-05
threshold=0.08844500000000001 -0.060129999999999996 -0.49405499999999997 -0.014149999999999998 0.045365000000000009 0.11548000000000001 0.13075500000000004 0.005085000000000001 0.048265000000000009 0.096125000000000016 0.24564500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 8 -7 9 -2 -11
right_child=4 2 -4 -5 -6 7 -8 -9 -10 10 -12
leaf_value=-0.0032204997056337406 0.0011754018708072067 -0.0011640910412639438 0.0013756238591111848 -0.00067692503300961283 0.0018388210526201639 0.0033720854004196483 0.0018212289743138263 -5.4781172560857398e-05 -0.0029750871348193648 -0.0024350607616974384 0.00014779124520254686
leaf_weight=0.0011710188971804291 0.0011402020331431912 0.0012316449431051812 0.001941335127326525 0.0018043799934387202 0.0015908584324672752 0.0011519390253020081 0.0011642207205312654 0.001158394078930966 0.0014463051339639321 0.0011323948761360336 0.0010201161000151782
leaf_count=961 269 75 154 704 158 203 88 73 99 273 64
internal_value=0 -0.000610876 0.000389791 -0.00167799 0.000336299 4.52808e-05 -0.000584266 0.00165386 -0.00117522 -0.000384634 -0.001211
internal_weight=0 0.00614838 0.00317298 0.0029754 0.00980443 0.00821357 0.00590324 0.00231033 0.00473902 0.00329271 0.00215251
internal_count=3121 1894 229 1665 1227 1069 793 276 705 606 337
is_linear=0
shrinkage=0.0067667


Tree=2082
num_leaves=12
num_cat=0
split_feature=41 484 1 43 43 160 13 12 16 160 12
split_gain=6.7548e-05 8.57412e-05 0.000100027 0.000148675 0.000137123 0.000110985 0.000169322 8.90876e-05 0.000122089 7.67029e-05 0.000114925
threshold=0.078475000000000017 0.084040000000000017 0.10089500000000001 -0.17390999999999998 -0.0037449999999999996 -1.0000000180025095e-35 -0.082759999999999986 0.10345000000000001 0.11346000000000002 0.08443500000000001 0.088365000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -4 -7 8 -8 10 -6
right_child=-2 -3 5 4 9 6 7 -9 -10 -11 -12
leaf_value=0.0014470288138625823 -0.0017226388161699548 0.0014819988429746079 -0.0013669980456806922 -0.0028098382060052392 0.0011114964384780063 0.0034405419329782776 0.00084420373296216716 0.0020243844823548433 -0.0020805873487432973 -0.0020285716224173766 -0.0015096539156616131
leaf_weight=0.0012794993641905839 0.0010064423105224365 0.0017800268813182247 0.0011225574605686559 0.0015697907630249277 0.0019049872828417868 0.0010215978063388281 0.001664957501539735 0.0010374475995593713 0.0010757017626948917 0.0010806830846390447 0.0012809361733737527
leaf_count=132 148 358 116 1178 257 137 203 70 121 65 336
internal_value=0 8.89425e-05 -0.000101244 -0.000641945 -0.00109991 0.000548436 0.000996419 0.000335529 -0.000303769 -0.000470779 5.76336e-05
internal_weight=0 0.0148182 0.0130382 0.0071159 0.0058364 0.00592226 0.0047997 0.00377811 0.00274066 0.00426661 0.00318592
internal_count=3121 2973 2615 1968 1836 647 531 394 324 658 593
is_linear=0
shrinkage=0.0067667


Tree=2083
num_leaves=13
num_cat=0
split_feature=133 3 48 50 2 52 2 43 3 3 13 3
split_gain=6.85268e-05 8.96433e-05 0.000126752 0.00012611 0.000139742 0.000140275 0.000128544 0.000107446 9.95599e-05 8.7629e-05 8.54527e-05 6.80615e-05
threshold=0.10622000000000002 0.16158000000000003 0.11951500000000001 0.083090000000000011 0.11548000000000001 0.11434500000000002 0.088850000000000012 -0.074359999999999996 0.092670000000000016 -0.082094999999999987 0.0015850000000000003 -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 10 9 -8 -1 -9
right_child=-2 -3 -4 -5 -6 -7 8 11 -10 -11 -12 -13
leaf_value=0.0021879244854354192 -0.0017846864340980359 0.0019467553473826041 -0.0024224803336268972 -0.0019495603279834994 0.0026943590693193718 -0.0023669427051193261 0.0018030062452328447 -0.0029502039204976384 0.0028568921271143388 -0.00065556107723640448 -0.00064885983189264538 -0.00037872588505352391
leaf_weight=0.001001820648258993 0.0010642022348271779 0.0012436934208093229 0.0010841768807141614 0.0013302604612004708 0.001209172083147231 0.0010546561367536485 0.0014481307892590667 0.0010292310326823866 0.0013945217592485903 0.0015452001563159984 0.001207556613452232 0.0010958595238286127
leaf_count=338 435 149 77 442 228 193 267 473 80 299 70 70
internal_value=0 0.000102558 -6.85994e-05 0.000138606 0.000391452 0.000106639 0.000405731 -0.000471361 0.00127215 0.000533859 0.000637452 -0.00162415
internal_weight=0 0.0146443 0.0134006 0.0123164 0.0109861 0.00977698 0.00872232 0.00433447 0.00438785 0.00299333 0.00220938 0.00212509
internal_count=3121 2686 2537 2460 2018 1790 1597 951 646 566 408 543
is_linear=0
shrinkage=0.00718087


Tree=2084
num_leaves=19
num_cat=0
split_feature=14 1213 124 123 402 4 484 3 12 1 47 12 151 13 0 150 43 15
split_gain=0.000572908 0.00041961 0.000334511 0.00044091 0.000368704 0.000489204 0.000314949 0.000289434 0.000244784 0.000362937 0.000361308 0.000249826 0.000246722 0.000314355 0.00024363 0.000396659 0.000311373 0.000327722
threshold=0.076175000000000007 -1.0000000180025095e-35 0.11040000000000001 1.0000000180025095e-35 0.073745000000000019 -0.49013999999999996 -0.0068949999999999992 -0.15956499999999998 -0.015429999999999998 0.12811000000000003 0.10954500000000002 0.10193000000000001 -0.090369999999999992 -0.091904999999999987 -0.23091999999999999 0.084555000000000019 -0.084004999999999982 -0.09551999999999998
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 10 11 12 -10 -14 -15 16 -16 -18
right_child=-2 2 -4 -5 -6 6 7 8 9 -11 -12 -13 13 14 15 -17 17 -19
leaf_value=-0.00091789042058201733 -0.0011360010231591638 -0.0010477704339343858 0.00091658111964059439 0.00076619728858690593 0.00079402056737203238 -0.00078780526127280996 0.00079113279949466746 -0.00067677116309959855 -0.0005933297141802672 0.00072705599635984109 -0.00090882359691726834 -0.00070586442961070839 0.0008027287749559506 0.00064461782271541229 0.00070507881526918976 -0.00094310276122264484 0.00036832318606408324 -0.00066844005020829766
leaf_weight=0.001157052233925703 0.0011443085889122342 0.0012965529011853367 0.0011598308979889884 0.0019293821020444834 0.001292282065197675 0.0012993371010063632 0.0012126391760651717 0.0013596245903301158 0.0011522246496977759 0.0017345050061554615 0.0011708164156745146 0.0010797583974648814 0.0017805399135011587 0.0014269770484531792 0.0015350031571276443 0.0011506952204172194 0.0014976628453116049 0.0016668388009416181
leaf_count=477 101 142 30 243 241 380 61 91 100 82 62 158 90 43 177 73 51 519
internal_value=0 2.8005e-05 7.40975e-05 3.08323e-05 -3.78566e-05 -9.33754e-05 -2.48831e-05 3.42375e-05 -2.477e-05 3.76799e-05 -5.82814e-05 2.99255e-05 0.000107739 0.000196922 4.86963e-05 -9.66605e-05 0.000110595 -0.000177771
internal_weight=0 0.0249017 0.0237447 0.0225848 0.0206555 0.0193632 0.0180666 0.0167673 0.0155546 0.014195 0.0124605 0.0112897 0.0102099 0.00905772 0.00727718 0.0058502 0.0046995 0.0031645
internal_count=3121 3020 2543 2513 2270 2029 1887 1507 1446 1355 1273 1211 1053 953 863 820 747 570
is_linear=0
shrinkage=0.00160853


Tree=2085
num_leaves=18
num_cat=0
split_feature=1213 124 123 4 484 453 4 12 160 13 49 47 1 1 2 49 12
split_gain=0.000469203 0.000298505 0.000299349 0.000358979 0.000281652 0.000309132 0.000369259 0.000429523 0.000322895 0.000298214 0.000273849 0.000219162 0.000239357 0.000157795 0.000141133 0.000138195 4.17305e-05
threshold=-1.0000000180025095e-35 0.11040000000000001 1.0000000180025095e-35 -0.49405499999999997 -0.0068949999999999992 1.0000000180025095e-35 0.27044500000000005 -0.015429999999999998 -0.089744999999999978 -0.084034999999999985 -1.0000000180025095e-35 0.092165000000000011 0.090840000000000018 0.111945 0.090050000000000005 -0.043469999999999995 0.088725000000000012
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 -6 -9 10 -10 12 14 -8 -11 -14 -12
right_child=1 -3 -4 4 5 -7 13 8 9 11 16 -13 15 -15 -16 -17 -18
leaf_value=-0.0010941111931154471 -0.00092856013847842462 0.00087107193427312735 0.00062281598842423719 -0.00079048148764654087 -0.0009931601437200106 -0.00080707246359658195 0.00029438708224066752 -0.00082314358258054525 -8.7238745430843388e-05 0.00042106055361026078 0.0011564974966214454 0.00052362272782823394 -0.00017631431270779743 0.0011509075422051122 -0.00026769659281461071 -0.00092644473503870341 0.0006987874524612838
leaf_weight=0.0011045977981215252 0.0013082638295198621 0.0011054050861778455 0.0018484143959126972 0.0012410632439217644 0.0011441899840178823 0.0011377408331147967 0.0012781825404024607 0.0010185527471013355 0.0011515261633965324 0.0019897076638409495 0.0010673257330715514 0.001648944381177353 0.0014601282211934574 0.0011393340384915351 0.0014334937077149154 0.0013003933568655479 0.0011687358320955354
leaf_count=491 138 30 251 448 62 60 71 298 78 353 96 73 53 158 259 143 59
internal_value=0 2.31129e-05 -2.08193e-05 -8.18687e-05 -2.0937e-05 3.54474e-05 9.61143e-05 -1.26199e-05 7.90495e-05 0.000160949 0.000575808 -1.84756e-05 -0.000163031 0.00069805 0.000132638 -0.000529677 0.000917263
internal_weight=0 0.0224414 0.021336 0.0194876 0.0181793 0.0169383 0.0158005 0.013383 0.0122388 0.0112203 0.00338759 0.00783267 0.00618372 0.00241752 0.0034232 0.00276052 0.00223606
internal_count=3121 2630 2600 2349 2211 1763 1703 1474 1412 1114 233 881 808 229 612 196 155
is_linear=0
shrinkage=0.00167351


Tree=2086
num_leaves=17
num_cat=0
split_feature=1213 14 11 157 453 4 50 43 151 52 13 15 15 4 16 1
split_gain=0.000477811 0.000248241 0.000223722 0.000235905 0.000283365 0.000361527 0.000156413 0.000185624 0.000150637 0.000181723 0.00034605 0.000648448 0.000305737 0.000197555 0.000129326 7.54665e-05
threshold=-1.0000000180025095e-35 0.054835000000000009 0.088215000000000002 -0.073574999999999988 1.0000000180025095e-35 0.27287000000000006 0.099450000000000011 -0.45785999999999999 -0.055494999999999996 0.11434500000000002 -0.0034749999999999994 -0.055554999999999993 -0.0072999999999999992 -0.083854999999999985 -0.083539999999999989 0.11212500000000002
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 7 -5 -9 10 11 -10 15 -13 -14 -12
right_child=1 -3 -4 4 -6 -7 -8 8 9 -11 12 13 14 -15 -16 -17
leaf_value=-0.0010401703521664698 0.00066897912831796118 -0.00069626591059022925 -0.00058623950829094873 0.00062479101454375181 -0.00072666381857464254 0.00076684296635763974 0.00060781867724408697 0.0003983966570062185 -0.00079328765721704115 -0.0006758329900055359 0.00016684879321014241 0.00091002671981067914 -0.00038269917440548118 0.00019530237087637275 -0.0011479032677561406 -0.00034011966675994066
leaf_weight=0.0010329372355449137 0.0016707441601388892 0.0010513110063077305 0.0011567733203516886 0.0010092072195346776 0.0010277955490138871 0.0017865203595579552 0.0010423851855472137 0.0014864595454101995 0.0011097901891458251 0.0012711072939449461 0.0019197471075262373 0.001857017335690268 0.0010055340830242288 0.0018407048305247604 0.0011115510852153978 0.0011063272112004086
leaf_count=491 365 96 98 55 74 261 208 219 291 195 124 150 42 303 136 13
internal_value=0 3.63699e-05 7.41231e-05 0.000113816 6.10378e-05 0.000109967 3.0459e-05 -1.34144e-05 -6.40966e-05 -0.000125359 -5.50415e-05 0.000243171 -0.000333792 0.000554241 -0.000784461 -1.84979e-05
internal_weight=0 0.021453 0.0204017 0.0192449 0.0175741 0.0165464 0.0147598 0.0137174 0.0127082 0.0112218 0.00995067 0.00480751 0.00514316 0.00369772 0.00211709 0.00302607
internal_count=3121 2630 2534 2436 2071 1997 1736 1528 1473 1254 1059 744 315 453 178 137
is_linear=0
shrinkage=0.00154607


Tree=2087
num_leaves=12
num_cat=0
split_feature=123 1 14 42 42 13 15 133 15 1 1
split_gain=6.6348e-05 0.000122918 0.000131002 0.000119547 8.90929e-05 0.000101821 0.00010086 8.16784e-05 0.000117378 8.09745e-05 0.000193561
threshold=1.0000000180025095e-35 0.13869000000000004 -1.0000000180025095e-35 -1.0000000180025095e-35 0.091735000000000025 0.0076650000000000008 -0.11345499999999999 0.083950000000000011 1.0000000180025095e-35 0.094465000000000007 0.086560000000000012
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 -8
right_child=-2 -3 3 4 -6 -7 7 -9 -10 -11 -12
leaf_value=-0.0026108692186000227 0.0015474027373501874 0.0023535040477951864 -0.0022925144323878485 0.0023067112818615258 -0.0014298477362525745 0.0026397645551104582 0.0010406689765173609 0.001430261577309389 -0.0024817180420950743 0.0013908108132268339 -0.0032960179328953695
leaf_weight=0.0013679289296772987 0.0014142127733867754 0.0010318405653934057 0.0013154738537039185 0.0010855921597373343 0.0017576834855798059 0.0010808959658842399 0.0013930866314686811 0.0014288217035247318 0.0014418451306394547 0.0015886888838858582 0.001046740294863624
leaf_count=89 265 103 805 124 541 135 143 382 288 132 114
internal_value=0 -0.000181584 -0.000375251 -0.000123318 0.000140327 0.000444758 0.00014762 -0.000192114 -0.000615868 5.1938e-05 -0.000819867
internal_weight=0 0.0145386 0.0135068 0.0121388 0.0108234 0.00906567 0.00798477 0.00689918 0.00547036 0.00402852 0.00243983
internal_count=3121 2856 2753 2664 1859 1318 1183 1059 677 389 257
is_linear=0
shrinkage=0.0076204


Tree=2088
num_leaves=16
num_cat=0
split_feature=1213 14 124 123 4 12 13 48 132 14 0 15 12 12 15
split_gain=0.0004823 0.000296113 0.000224316 0.000392476 0.000389616 0.000320635 0.000336351 0.00029274 0.000258798 0.0002053 0.000293227 0.000260041 0.000174598 0.000173163 0.000169035
threshold=-1.0000000180025095e-35 0.062655000000000016 0.10281000000000001 1.0000000180025095e-35 -0.49405499999999997 -1.0000000180025095e-35 -0.23438999999999996 0.12649500000000002 0.079970000000000013 -0.10708499999999999 -0.10607499999999999 -0.077219999999999983 0.092355000000000007 0.086850000000000024 -0.10469999999999999
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 11 14 13 -12 -11
right_child=1 -3 -4 -5 5 6 7 -9 -10 10 12 -13 -14 -15 -16
leaf_value=-0.0010022933132561563 -0.00080945591314557136 -0.00074490918135325032 0.00071221308134751353 0.00071484731579664449 -0.0006126651163474926 0.00076745097490852352 -0.00049923213284846363 -0.00060741935793773392 0.00077619261669308666 0.00046014283020015561 -0.00022511668708062715 0.00080738686064195874 -0.00048059705700314578 0.00043137758546645362 -0.00024734316035274477
leaf_weight=0.0010100741364478102 0.0012725350896358447 0.0010049827246962897 0.001077072860388272 0.0016270040894907764 0.0015153561894823203 0.0014116217721193937 0.0013789150168204188 0.0014131715048636964 0.0010731594438331766 0.0013990747996982522 0.0019256826011789969 0.0017730061354162534 0.0019389704790886229 0.001530661987285839 0.001469846719096779
leaf_count=491 138 90 39 234 157 79 62 67 163 50 430 91 544 449 37
internal_value=0 2.74753e-05 6.47833e-05 2.94379e-05 -3.21665e-05 2.66071e-05 8.98641e-05 2.10637e-05 9.21768e-05 2.78769e-05 0.000100291 0.000368752 -0.000130683 6.56156e-05 9.76735e-05
internal_weight=0 0.0218111 0.0208061 0.019729 0.018102 0.0168295 0.0153141 0.0139025 0.0124893 0.0114162 0.0100372 0.00464193 0.00539532 0.00345634 0.00286892
internal_count=3121 2630 2540 2501 2267 2129 1972 1893 1826 1663 1601 178 1423 879 87
is_linear=0
shrinkage=0.00145689


Tree=2089
num_leaves=18
num_cat=0
split_feature=1213 14 11 157 159 453 4 151 4 42 13 47 160 0 52 3 15
split_gain=0.000437727 0.000303318 0.000309325 0.00024136 0.000310108 0.000247375 0.000408007 0.000208353 0.000262041 0.000277818 0.000286428 0.000270885 0.000222464 0.000207189 0.000185285 0.000168622 0.000149421
threshold=-1.0000000180025095e-35 0.062655000000000016 0.088215000000000002 -0.073574999999999988 0.10519500000000001 1.0000000180025095e-35 0.27044500000000005 -0.055494999999999996 -0.0029599999999999995 0.088915000000000008 -0.0034749999999999994 0.10783500000000001 0.088755000000000014 -0.033209999999999996 0.08734500000000002 0.083060000000000009 -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 -2 5 6 7 -5 9 10 14 12 15 -12 -9 16 -10
right_child=1 -3 -4 4 -6 -7 -8 8 11 -11 13 -13 -14 -15 -16 -17 -18
leaf_value=-0.0010413950174291613 0.00069493830965514504 -0.00084222878990739881 -0.00069135946142324088 0.00061552817853738914 -0.00081298255981939913 -0.00062271956012151187 0.00098010500744524364 0.0010574732131931662 -0.00080512595497589346 -0.00048684726159197936 -0.00057910578952867964 0.00031052903329350319 0.00016712496389269021 0.00044893477107428532 0.00026574326954926391 -0.0011358779708256163 5.3154377080311108e-05
leaf_weight=0.0010599203316487898 0.0018410334424847343 0.0010082458892867177 0.0013194282682942307 0.0017902731509199668 0.0010077668893640123 0.001120372007127112 0.0015324850135008108 0.0018372805728695488 0.001082634237004422 0.0011306001253101675 0.0010492347589303522 0.0018862685505425247 0.0012421657274359621 0.0010617144820495028 0.0014035204422571668 0.0012094278495355937 0.0011016214744685778
leaf_count=491 365 90 101 233 180 71 224 236 254 317 182 56 61 61 127 31 41
internal_value=0 3.7391e-05 7.84198e-05 0.000128462 7.19522e-05 0.000123066 0.000174241 9.07675e-05 1.85259e-05 0.000252138 0.000408254 -0.000213661 -0.000426948 -6.20467e-05 0.000714592 -0.000644392 -0.000372255
internal_weight=0 0.0226241 0.0216158 0.0202964 0.0184554 0.0174476 0.0163272 0.0147947 0.0130045 0.00648235 0.00535175 0.00652212 0.00463585 0.00211095 0.0032408 0.00339368 0.00218426
internal_count=3121 2630 2540 2439 2074 1894 1823 1599 1366 923 606 443 387 243 363 326 295
is_linear=0
shrinkage=0.0016407


Tree=2090
num_leaves=12
num_cat=0
split_feature=1 4 2 47 4 2 1 151 49 4 0
split_gain=7.77943e-05 0.000156537 0.000109575 0.000102049 0.000186323 0.00012723 0.000115247 0.000110996 0.000173487 7.78562e-05 3.73935e-06
threshold=0.077565000000000009 -0.012509999999999999 0.096540000000000015 0.087235000000000021 -0.04890499999999999 0.086675000000000016 0.13146500000000003 -0.024429999999999997 -0.006494999999999999 0.24564500000000003 0.16094000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -2 9 -6 -9 -5 -4
right_child=3 -3 10 6 7 -7 -8 8 -10 -11 -12
leaf_value=-0.0016375669578832296 0.00072848635229596777 -0.0033624698613352383 0.0014667229147320854 -0.0032867645067733591 0.0031543052492570456 -0.0030257929431090095 0.0010774099448938015 -0.00095495971650352157 0.0024272407989420954 -0.00045620791556471815 0.00079587121265668444
leaf_weight=0.0015153989911138128 0.0011245705621303892 0.001149966731420031 0.0010034006466714679 0.0011001939357166285 0.0018314696168068439 0.0010588913803312727 0.0013410294793414317 0.0017541225832185536 0.0019183119310465548 0.0012588381310525421 0.0010045791221708969
leaf_count=804 328 626 181 193 240 187 55 110 320 52 25
internal_value=0 -0.000872409 -5.96987e-05 0.000318581 0.000829068 -0.00109219 -0.000742023 0.00159125 0.000811747 -0.00177631 0.0011311
internal_weight=0 0.00467335 0.00352338 0.0113874 0.00768737 0.00218346 0.00370006 0.0055039 0.00367243 0.00235903 0.00200798
internal_count=3121 1636 1010 1485 1185 515 300 670 430 245 206
is_linear=0
shrinkage=0.00777281


Tree=2091
num_leaves=12
num_cat=0
split_feature=11 4 16 2 4 52 0 0 3 52 12
split_gain=6.95607e-05 9.19553e-05 0.00013401 0.000150126 0.00010364 0.000156758 0.000125928 0.000250237 9.11768e-05 8.66148e-05 6.49234e-05
threshold=0.08776500000000001 0.27287000000000006 -0.36241499999999999 0.10981000000000002 -0.084369999999999987 -0.11183499999999999 -0.084269999999999984 -0.10607499999999999 0.086245000000000016 0.0031350000000000002 0.082095000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 10 -6 7 8 -7 -5 -4
right_child=-2 -3 3 9 5 6 -8 -9 -10 -11 -12
leaf_value=-0.0024699557353235254 -0.0020084236089667569 0.0018018592765009897 -3.7257853965505392e-05 0.000567261957500348 -0.0021853714542535443 0.00281697199281212 0.0026658110412155316 -0.0032317434732317503 -9.2747345197014824e-05 0.0034038804604920514 -0.0025058908588978602
leaf_weight=0.0013118116581547342 0.001001684376382205 0.0017131480097786833 0.0010268056252413799 0.0015274425321011647 0.0013123019534311085 0.0012524342267460362 0.0015632178638584375 0.0010225382430856522 0.0013540708627655107 0.001132569231687218 0.0017248344913745571
leaf_count=136 124 313 137 208 264 93 679 606 62 131 368
internal_value=0 0.000107428 -0.000112016 0.000147561 -0.000320134 0.000214815 0.000821443 2.6978e-05 0.00130538 0.00177503 -0.00158469
internal_weight=0 0.0149412 0.013228 0.0119162 0.0092562 0.00650456 0.00519226 0.00362904 0.00260651 0.00266001 0.00275164
internal_count=3121 2997 2684 2548 2209 1704 1440 761 155 339 505
is_linear=0
shrinkage=0.00777281


Tree=2092
num_leaves=19
num_cat=0
split_feature=1213 124 402 123 4 151 39 160 484 49 13 4 160 3 1 48 0 15
split_gain=0.000489861 0.000263441 0.000251153 0.000296486 0.000402214 0.000251708 0.000279518 0.000297483 0.000753033 0.000221976 0.000185896 0.00032383 0.000267554 0.000263624 0.000238714 0.000158559 0.000124048 4.72804e-05
threshold=-1.0000000180025095e-35 0.10281000000000001 0.073745000000000019 1.0000000180025095e-35 -0.49013999999999996 -0.083274999999999988 0.096625000000000016 -1.0000000180025095e-35 0.084040000000000017 0.094245000000000009 -0.059629999999999996 0.0061450000000000003 0.088755000000000014 -0.077774999999999983 0.086560000000000012 0.085700000000000012 -0.11437499999999999 -0.048699999999999993
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 15 7 8 -7 10 13 14 16 -9 -12 -6 -13 -15
right_child=1 -3 -4 -5 5 6 -8 9 -10 -11 11 12 -14 17 -16 -17 -18 -19
leaf_value=-0.0010900967358785534 -0.0010318709376405443 0.00083780582926768735 0.00076359717981105133 0.00060832384774674761 -0.00015387882221967628 -0.0013403051361903378 -0.00077838331564674258 -4.2561009442280746e-05 0.0004102592725388507 0.00095911352791999823 9.9145328020592012e-05 -0.00038369159752045013 0.00099805113102832991 0.001077365880113447 -0.00094952034659690247 -0.0010235485147043321 0.00035198594185238425 0.00058005003124963843
leaf_weight=0.0010764747591743692 0.0011733035118677041 0.0010694352233839846 0.0011049956791572826 0.0017283064013959423 0.0012577228048683406 0.0012097273827051157 0.0010355742031075152 0.0016885230589386846 0.0014595605835208553 0.0010153823547707297 0.0010292125303411085 0.0011908743452959669 0.0010147748775564125 0.0010432800553705768 0.0013518264379843714 0.0010236421292860176 0.0012802908530024082 0.0010155120163409777
leaf_count=491 142 39 254 236 193 411 67 243 150 158 238 40 26 71 151 81 57 73
internal_value=0 4.38168e-05 2.64236e-06 -4.04396e-05 -0.00010347 -3.79126e-05 4.26475e-05 0.00010658 -0.000383101 0.000229547 0.000152496 -2.98334e-05 0.000288735 0.000437961 -0.000496231 -0.000544097 -2.54297e-06 0.000832062
internal_weight=0 0.0216919 0.0206225 0.0195175 0.0177892 0.0166159 0.0143345 0.013299 0.00266929 0.0106297 0.00961429 0.00586698 0.00348594 0.00374732 0.00238104 0.00228136 0.00247117 0.00205879
internal_count=3121 2630 2591 2337 2101 1959 1685 1618 561 1057 899 512 123 387 389 274 97 144
is_linear=0
shrinkage=0.0016407


Tree=2093
num_leaves=12
num_cat=0
split_feature=47 123 14 1 4 151 15 484 3 13 12
split_gain=6.25369e-05 0.000128432 0.000106837 0.000119896 0.000167777 0.000126854 0.00019784 9.2158e-05 0.000145013 0.00015207 7.65415e-05
threshold=0.13148500000000005 1.0000000180025095e-35 -0.10708499999999999 0.095285000000000022 -0.010655 -1.0000000180025095e-35 -0.10091499999999999 0.084040000000000017 -0.082094999999999987 -0.095304999999999987 0.088485000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 -5 -6 -7 8 10 -10 -4
right_child=-2 -3 3 4 5 6 -8 -9 9 -11 -12
leaf_value=-0.0023850400732020891 -0.0017389115427290298 0.0026977089272312888 -0.0007920973811883725 -0.0018551611836320604 -0.00059312960732080646 0.005558080341795623 0.0010817261924989734 0.0016270284618825574 -0.00021602059489243827 -0.0036779337085299461 0.0019999499624123816
leaf_weight=0.0012633205733370021 0.0013277446319920885 0.0012158123416828219 0.0014349855648479121 0.0010054168494597615 0.0010001718798220011 0.0011003166314217383 0.0017248270762810769 0.0011349806265462323 0.0016330137292198121 0.0018316217806976847 0.0012499610499317991
leaf_count=101 65 255 577 249 91 119 107 257 96 797 407
internal_value=0 0.000130895 -0.00010237 0.000135655 0.0011433 0.0019314 0.00282514 -0.000532563 -0.000931142 -0.0020462 0.000507724
internal_weight=0 0.0145944 0.0133786 0.0121153 0.00483073 0.00382532 0.00282514 0.00728456 0.00614958 0.00346464 0.00268495
internal_count=3121 3056 2801 2700 566 317 226 2134 1877 893 984
is_linear=0
shrinkage=0.00824856


Tree=2094
num_leaves=12
num_cat=0
split_feature=1 4 4 47 4 0 0 2 52 2 4
split_gain=6.2856e-05 0.000123742 9.57312e-05 9.46712e-05 0.000157803 0.00012388 0.000108019 0.000193157 0.000167392 0.000102821 7.3096e-05
threshold=0.077565000000000009 -0.083854999999999985 -0.49405499999999997 0.087235000000000021 -0.04890499999999999 -0.062294999999999996 -0.15090499999999998 1.0000000180025095e-35 -0.0064899999999999992 0.086675000000000016 0.24564500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 9 10 8 -8 -6 -2 -5
right_child=3 -3 -4 5 6 -7 7 -9 -10 -11 -12
leaf_value=-0.0012521354931788577 0.00054246094142212616 -0.0018740498987211689 0.0012954369278135066 -0.002633431250714051 -0.00080485757234372956 0.0011684722582205394 0.00057340247005544334 0.0042579031223040466 0.0023563708910613016 -0.0023027070283301006 -0.00040287973756790365
leaf_weight=0.0010390101767230701 0.0011148060517406355 0.0019995800475497358 0.0015619486267952161 0.0011462291272779646 0.0018213934744171212 0.0011322505401709648 0.0013039273283216371 0.0011178652863590016 0.0011597073703059624 0.0010372080013492102 0.0013574854826007392
leaf_count=35 328 1283 318 167 59 72 244 257 110 187 61
internal_value=0 -0.000657507 0.000277753 0.000245567 0.000660568 -0.000616732 0.00125381 0.00227412 0.000424923 -0.000828827 -0.00142405
internal_weight=0 0.00460054 0.00260096 0.0111909 0.00755491 0.00363597 0.00540289 0.00242179 0.0029811 0.00215201 0.00250371
internal_count=3121 1636 353 1485 1185 300 670 501 169 515 228
is_linear=0
shrinkage=0.00650394


Tree=2095
num_leaves=18
num_cat=0
split_feature=1213 14 124 453 16 484 4 160 50 42 12 16 160 15 16 0 2
split_gain=0.000436294 0.000228038 0.000208224 0.000223144 0.000238937 0.000303747 0.000200833 0.000234252 0.000373423 0.000266494 0.000231564 0.000279999 0.000249757 0.000284304 0.000220209 0.000158873 9.19119e-05
threshold=-1.0000000180025095e-35 0.054835000000000009 -0.043384999999999993 1.0000000180025095e-35 -0.49446999999999991 -1.0000000180025095e-35 -0.51843499999999987 -0.098904999999999979 0.099450000000000011 -0.11051499999999999 0.097825000000000009 0.22339500000000004 0.092865000000000017 -0.10203999999999998 -0.076669999999999988 -0.055064999999999996 0.086885000000000004
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 -8 9 -9 11 12 13 -11 -15 -12 -16
right_child=1 -3 3 -5 5 6 7 8 -10 10 15 -13 -14 14 16 -17 -18
leaf_value=-0.0011083658515861623 0.00061679190387988435 -0.00075339787174424292 0.00062984290492073994 -0.00074551250958013334 -0.00083977073969066732 -0.00065576666456241097 -0.00065216534284949436 -0.00073980559254385584 0.0011817154542655903 -0.00046565411293520505 0.00020059448040463544 -0.00076315263937365397 -0.0004866758524911115 4.7482417722250335e-05 0.00050189669092117113 0.0010099048765147326 0.0011688051343787004
leaf_weight=0.0010216653122633304 0.0018617019057044276 0.0010228677475984096 0.0019340306570178279 0.0010521178265910916 0.0011776991638262997 0.0010545397013048624 0.0010606741958074867 0.0010133939859551253 0.0010038423672027461 0.0010307584257999696 0.0014546778851525916 0.0011279173583101099 0.0013731181317644114 0.001599901851162459 0.0011111060400885858 0.001374666013782555 0.0013145050253312585
leaf_count=491 247 96 164 69 448 36 274 72 66 101 148 186 57 328 95 79 164
internal_value=0 3.32351e-05 7.23996e-05 1.81525e-05 6.37241e-05 -6.02836e-06 6.15996e-05 0.000117784 0.000183623 9.57349e-05 0.000177256 2.13058e-05 0.000158925 0.000334248 0.000539069 0.000593806 0.000863313
internal_weight=0 0.0215675 0.0205447 0.0186829 0.0176308 0.0156968 0.0145191 0.0134646 0.0124039 0.0114 0.0103867 0.00755731 0.00642939 0.00505627 0.00402551 0.00282934 0.00242561
internal_count=3121 2630 2534 2287 2218 2054 1606 1570 1296 1230 1158 931 745 688 587 227 259
is_linear=0
shrinkage=0.00170698


Tree=2096
num_leaves=18
num_cat=0
split_feature=1213 124 123 4 484 453 12 160 156 3 2 12 1 150 1 4 16
split_gain=0.000467268 0.000262484 0.000230783 0.0002906 0.000265887 0.000226106 0.000238167 0.000229659 0.000225858 0.000318791 0.000427695 0.000222084 0.000346914 0.000340658 0.00022451 0.000281902 0.000231838
threshold=-1.0000000180025095e-35 0.10281000000000001 1.0000000180025095e-35 -0.49405499999999997 -0.0068949999999999992 1.0000000180025095e-35 -0.015429999999999998 -0.091944999999999985 0.091255000000000017 0.10299500000000002 0.11411 0.092355000000000007 0.11588000000000001 0.088040000000000021 0.094825000000000007 -0.0024449999999999997 -0.0064149999999999997
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 -6 -8 9 11 -11 13 -13 14 15 16 -9
right_child=1 -3 -4 4 5 -7 7 8 -10 10 -12 12 -14 -15 -16 -17 -18
leaf_value=-0.00096169776390807272 -0.00071355316486258161 0.00075273049252650868 0.00049336130232063998 -0.00065918971222851056 -0.00051154959158992432 -0.00058327429481913183 -0.00050941435092354416 0.00015830162568549768 -0.00044833834110899289 0.0012971122041605726 8.8982314734581587e-05 -0.00057140555782460246 0.00036740132342036883 -0.00040452599217441005 0.00099899106347072679 -0.00031963786119899981 0.001042388237146107
leaf_weight=0.0010381266652998147 0.0012867956563208617 0.0010406932976267371 0.0018545867046415579 0.001197202844124899 0.0012493723708082967 0.0011088475686706891 0.0010317786189839905 0.0013943649473942537 0.0010349488791082532 0.0013122078510685595 0.0011823808985211848 0.0019044437379615031 0.0014883995127812355 0.00116135641523607 0.0012748718083623878 0.0011205613187707051 0.00114784735160256
leaf_count=491 138 39 242 448 132 60 304 294 136 52 55 339 51 101 43 102 94
internal_value=0 3.87433e-05 2.93397e-06 -4.52016e-05 3.64002e-06 5.19931e-05 9.80257e-05 0.000152219 0.000204645 0.000261026 0.000724485 0.000139222 -0.000159562 0.000305435 0.00047242 0.000289141 0.00055748
internal_weight=0 0.0217907 0.02075 0.0188954 0.0176086 0.0164114 0.0153025 0.0140532 0.0130214 0.0119864 0.00249459 0.00949185 0.00339284 0.006099 0.00493765 0.00366277 0.00254221
internal_count=3121 2630 2591 2349 2211 1763 1703 1571 1267 1131 107 1024 390 634 533 490 388
is_linear=0
shrinkage=0.00145689


Tree=2097
num_leaves=13
num_cat=0
split_feature=41 474 160 133 52 13 4 47 15 1 1 0
split_gain=7.3024e-05 7.68579e-05 0.000126048 0.000207841 0.000135897 0.000160359 0.000131961 0.000204456 0.000164483 0.000124521 0.000115967 0.000110748
threshold=0.078475000000000017 0.084660000000000027 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10744000000000002 -0.0030199999999999997 0.0061450000000000003 0.092710000000000015 -0.074054999999999996 0.086455000000000018 0.090405000000000013 -0.072269999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 -4 5 10 9 8 -8 -7 -5 -1
right_child=-2 -3 3 4 -6 6 7 -9 -10 -11 -12 -13
leaf_value=-0.0031281263698271465 -0.0020049897244525973 0.0019317585208034008 -0.0027768385019680182 0.00038830913166432044 0.0028505791595376593 -0.00028928454153914789 0.0041065162386370868 -0.0019918816560080214 -0.00018347827690640305 -0.0039090262025857272 0.0033072402281836598 0.00023559007582406817
leaf_weight=0.0013117299456933199 0.0010075707545953985 0.0012393612880655805 0.001158582469999849 0.0018606553750320316 0.0013824266750370314 0.0012078285863734431 0.0010173544976868516 0.0012405713987956313 0.0010594821891942857 0.0010161867474089981 0.0013741049815702202 0.0010030243689585156
leaf_count=557 148 334 661 319 129 144 57 47 63 181 331 150
internal_value=0 0.000114874 -5.03095e-05 0.000281089 0.000629843 0.000280033 -0.000506979 0.000455874 0.00191801 -0.0019432 0.00162825 -0.00167057
internal_weight=0 0.0148713 0.0136319 0.0113172 0.0101586 0.00877618 0.00554142 0.00331741 0.00207684 0.00222402 0.00323476 0.00231475
internal_count=3121 2973 2639 1932 1271 1142 492 167 120 325 650 707
is_linear=0
shrinkage=0.0076204


Tree=2098
num_leaves=12
num_cat=0
split_feature=133 52 16 42 47 51 50 4 133 13 48
split_gain=6.60869e-05 8.66438e-05 0.000158765 0.000125066 0.000181119 0.000147598 8.53744e-05 0.000128168 0.000104437 0.000153084 0.000187494
threshold=0.10622000000000002 -0.26636999999999994 0.23311500000000004 -0.0060199999999999993 0.10904500000000002 -0.076794999999999988 0.086105000000000015 0.24564500000000003 0.083950000000000011 -0.023499999999999997 0.086035000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 7 8 9 -7 -11
right_child=-2 2 -4 4 -6 6 -8 -9 -10 10 -12
leaf_value=-0.0014365886893599317 -0.0016676151572193819 -0.0020381378484154692 0.0024196809448342538 -0.0017857844840123284 -0.0023454904311183476 -0.0017052908081565119 -0.00077689641138775536 0.0029718301384188432 0.0027021906522958147 0.0025021862474529466 -0.00099262783276100929
leaf_weight=0.0015524431989444596 0.0010753011675225651 0.0012579077198920834 0.0014766313995212563 0.0011014819586939026 0.0011270952608191396 0.0013361157379313364 0.0012199963566471295 0.0015225371230207351 0.0010121205379435005 0.0018193513278714733 0.0012228068082116295
leaf_count=324 435 621 123 208 93 440 256 263 196 91 71
internal_value=0 0.000105152 0.000287914 1.70027e-05 0.000266501 0.000585305 0.000906433 0.00120351 0.000704038 0.000242127 0.00109743
internal_weight=0 0.0146485 0.013096 0.0116194 0.0103615 0.00923441 0.00813293 0.00691293 0.00539039 0.00437827 0.00304216
internal_count=3121 2686 2362 2239 1618 1525 1317 1061 798 602 162
is_linear=0
shrinkage=0.00690203


Tree=2099
num_leaves=12
num_cat=0
split_feature=1 4 159 11 151 51 3 42 4 2 0
split_gain=6.52409e-05 0.000109961 8.75944e-05 9.96918e-05 9.65619e-05 0.000164644 0.000166876 0.000140522 9.27537e-05 8.75791e-05 3.07733e-05
threshold=0.077565000000000009 -0.012509999999999999 0.076905000000000015 0.081005000000000008 0.043560000000000008 0.081440000000000026 0.11296500000000002 -0.092459999999999987 0.053180000000000012 0.096540000000000015 -0.14920999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 4 5 6 7 -2 -9 -1 -7
right_child=2 -3 -4 -5 -6 10 -8 8 -10 -11 -12
leaf_value=-0.0016932167052546515 0.0035362359026795201 -0.0032198695837523622 0.0023466577149131676 -0.0025145062709693981 -0.0020189481297587211 0.0017320596813737315 -0.0028786583778637434 -0.0018348337651302264 0.0010908464399595216 0.0010688184470071306 0.003850350791857094
leaf_weight=0.001486326635516331 0.0010010259802588645 0.0011174701334147556 0.0013982971211168186 0.0010017387965525213 0.0011083866346041915 0.0010120121182435327 0.0012177066565749461 0.0013757003288395742 0.0019006433868320651 0.0019608937265702987 0.0010083120370107945
leaf_count=804 54 626 299 145 84 39 99 461 170 206 134
internal_value=0 -0.000880441 0.000339585 4.8018e-05 0.000345681 0.000694421 -7.57712e-05 0.000722171 -0.000137614 -0.000122079 0.00278927
internal_weight=0 0.00456469 0.0110238 0.00962553 0.00862379 0.0075154 0.00549508 0.00427737 0.00327634 0.00344722 0.00202032
internal_count=3121 1636 1485 1186 1041 957 784 685 631 1010 173
is_linear=0
shrinkage=0.00858181


Tree=2100
num_leaves=18
num_cat=0
split_feature=1213 14 402 4 157 0 0 43 16 40 48 14 3 49 0 43 12
split_gain=0.000417513 0.000248562 0.000225805 0.00023725 0.000369055 0.00027419 0.000268342 0.000268009 0.000236362 0.0001877 0.000357433 0.000489078 0.000387215 0.000263214 0.000192656 0.000180805 4.59651e-05
threshold=-1.0000000180025095e-35 0.062655000000000016 0.073745000000000019 -0.27825499999999997 -0.073574999999999988 -0.019414999999999998 0.18019500000000002 -0.27207999999999993 0.15891500000000003 -0.011659999999999998 0.11951500000000001 -0.10708499999999999 0.10299500000000002 -0.069799999999999987 -0.15202999999999997 -0.074359999999999996 0.095330000000000012
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 7 8 -6 -2 -9 11 -11 13 -13 -15 16 -16
right_child=1 -3 -4 4 5 -7 -8 9 -10 10 -12 12 -14 14 15 -17 -18
leaf_value=-0.0010059399698714518 -0.00018710923424544436 -0.00073030738982153098 0.0007645714900135764 0.00086231881225034852 -0.00079289150728499092 0.0006527771277327185 0.00028667240025197975 0.00062713084933564668 -0.0011929884454861244 -0.00095964420202768121 -0.00091827466426587577 -0.0004840847575616733 0.00087459499275664384 0.00082150824683958228 0.00014121599389609719 -0.00029172103002300843 0.00061542401262273656
leaf_weight=0.001004153170412427 0.0012736126888830369 0.0010075911296145703 0.001107387879807918 0.0014859833995236873 0.0010765715826357427 0.0015987424151111028 0.0011411372254315211 0.0011750376642829892 0.0010682172060636416 0.001045534759430926 0.001033282886286708 0.0018766082345614858 0.0016290146618542778 0.0010160848309368475 0.0010058866196074141 0.0019443507723443509 0.0010276698336984594
leaf_count=491 67 90 247 316 64 100 20 201 146 44 53 96 106 31 380 580 89
internal_value=0 3.43853e-05 7.19611e-05 3.2421e-05 0.00011401 3.69432e-05 -0.000340383 -3.97954e-05 -0.000645937 2.91853e-05 -3.72337e-05 5.81409e-05 0.000183338 1.94418e-05 0.000208654 5.21108e-05 0.00038086
internal_weight=0 0.0215127 0.0205051 0.0193977 0.0159148 0.0144288 0.00348297 0.01283 0.00234183 0.0117535 0.0105784 0.00954515 0.00849961 0.0068706 0.00499399 0.00397791 0.00203356
internal_count=3121 2630 2540 2293 2060 1744 233 1644 213 1580 1379 1326 1282 1176 1080 1049 469
is_linear=0
shrinkage=0.00157699


Tree=2101
num_leaves=20
num_cat=0
split_feature=1213 43 453 1447 42 4 15 43 43 16 15 16 2 150 16 16 4 3 2
split_gain=0.000483924 0.000303118 0.000325604 0.000278775 0.000293375 0.000295158 0.000364031 0.000241505 0.000287671 0.000348557 0.000457036 0.000264901 0.000266597 0.000248623 0.000277713 0.000174318 0.000167597 0.000151729 0.000117894
threshold=-1.0000000180025095e-35 0.24789500000000006 1.0000000180025095e-35 -1.0000000180025095e-35 -0.11466499999999999 0.40473500000000007 -0.14147499999999996 -0.15582499999999996 0.15359500000000004 0.15891500000000003 -0.0040799999999999994 -0.18708499999999997 0.098035000000000011 0.086135000000000017 -0.083539999999999989 -0.008069999999999999 -0.084369999999999987 0.12178000000000001 0.093175000000000022
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 16 9 11 -11 18 13 14 -13 -16 -8 -14 -9
right_child=1 -3 -4 4 5 -7 7 8 -10 10 -12 12 17 -15 15 -17 -18 -19 -20
leaf_value=-0.0011043018922278437 -0.00071874499450813643 -0.00084926649376434798 -0.00074388212710211428 -0.00057473786635896186 -0.00077566870749077796 0.0008387906610911308 0.00028794207142800258 5.7334438359285743e-05 0.0009487392009701305 0.00032195113989838081 -0.0011450971924200719 0.0010072404932549032 0.0012564557855921387 -0.00050342670385783396 -0.00039992894283693794 0.00047218964035018014 0.0012122566145697023 0.00043130284048094775 -0.00071662881403315151
leaf_weight=0.0010567103282144363 0.0010065879020996647 0.0010041919586378225 0.0012378380144048009 0.001335739627013193 0.0010667217858518685 0.0018721869662154693 0.0011043338771594691 0.0011097190026482205 0.0010640200529614683 0.0010073102593322093 0.0013216553036479459 0.0011540021081484532 0.0010574291434801986 0.0012594023122207976 0.0012451290624563884 0.0012228526668737125 0.0010119376586035208 0.0013863059524150678 0.0010137897618650582
leaf_count=491 249 169 79 117 123 259 51 55 25 179 150 214 136 138 308 190 53 69 66
internal_value=0 3.17888e-05 7.29841e-05 0.000122944 0.000166996 0.000222356 0.000150337 0.000216375 0.000131743 5.79339e-05 -0.000510578 0.000198065 0.000345977 0.000124513 0.000342854 3.21944e-05 0.000729922 0.000788355 -0.000312165
internal_weight=0 0.0224812 0.021477 0.0202391 0.0192325 0.0178968 0.0160246 0.0149579 0.0128416 0.0117776 0.00232897 0.00944863 0.00732512 0.00488139 0.00362198 0.00246798 0.00211627 0.00244374 0.00212351
internal_count=3121 2630 2461 2382 2133 2016 1757 1634 1530 1505 329 1176 1055 850 712 498 104 205 121
is_linear=0
shrinkage=0.0016407


Tree=2102
num_leaves=18
num_cat=0
split_feature=1213 402 124 4 47 47 52 457 474 160 151 42 43 3 2 160 0
split_gain=0.000414084 0.000235814 0.000219683 0.000293952 0.000242533 0.000220996 0.000314231 0.000233778 0.000200837 0.000387887 0.000241574 0.000326464 0.000309091 0.000236165 0.000234601 0.000178223 0.000125759
threshold=-1.0000000180025095e-35 0.073745000000000019 0.10281000000000001 -0.49013999999999996 0.13148500000000005 0.11069000000000002 -0.24164999999999998 0.087995000000000004 0.084660000000000027 -1.0000000180025095e-35 -0.0077149999999999988 -1.0000000180025095e-35 -0.06984499999999999 0.12745000000000004 0.090425000000000019 -0.087874999999999995 -0.093039999999999984
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 15 -11 -12 -13 14 -14 -8 -16
right_child=1 -3 -4 4 -6 -7 7 -9 -10 10 11 12 13 -15 16 -17 -18
leaf_value=-0.0010374095647011387 -0.00074178232206861187 0.00076597787409450353 0.00072859286053302496 -0.00083066757097098414 -0.00072792048288492287 0.00080473638513106605 -0.00026746319771711699 0.00060083675478858276 0.00059187337167406558 -0.00049295056410033722 -0.00064141200965539102 0.0010161284962319625 -0.00014745187463468707 -0.00054290148571087792 0.0011204307937819171 -0.0011819046326860582 0.00030484039619233796
leaf_weight=0.0010227889716021765 0.0015184055266363626 0.001114622827452851 0.0010302214700106385 0.001104705010408197 0.0011201170328473111 0.0010097350937904098 0.0012862888241424106 0.0019799038939286523 0.0013446284414368606 0.0016118383012684329 0.0010314491084796864 0.0014545424509417064 0.0014791646891150236 0.0010319090456620827 0.0010140983647612956 0.0010356831066479369 0.0010216158944724996
leaf_count=491 156 254 39 217 48 90 342 129 210 152 314 171 155 56 35 167 95
internal_value=0 3.14389e-05 -9.34625e-06 -4.92663e-05 1.07325e-05 6.11653e-05 1.23982e-05 7.75673e-05 -6.58553e-06 -7.99634e-05 7.99559e-05 0.00021126 0.000357809 0.000147209 0.000349813 -0.000675337 0.00071113
internal_weight=0 0.0211889 0.0200743 0.0190441 0.0175257 0.0164056 0.0153958 0.0142911 0.0123112 0.0109666 0.00864462 0.00703278 0.00600133 0.00454679 0.00351488 0.00232197 0.00203571
internal_count=3121 2630 2376 2337 2181 2133 2043 1826 1697 1487 978 826 512 341 285 509 130
is_linear=0
shrinkage=0.0016407


Tree=2103
num_leaves=18
num_cat=0
split_feature=1213 14 453 16 160 124 4 157 0 16 50 42 2 12 1 48 12
split_gain=0.000421059 0.000247248 0.000272065 0.00026127 0.000275659 0.000307856 0.000351126 0.000272591 0.000327478 0.000266953 0.000300389 0.000223446 0.000231076 0.000158985 0.00029678 0.000229615 5.11265e-05
threshold=-1.0000000180025095e-35 0.062655000000000016 1.0000000180025095e-35 -0.49446999999999991 -0.22361499999999998 0.0049200000000000008 -0.49405499999999997 -0.073574999999999988 0.051010000000000007 -0.056919999999999991 0.099450000000000011 0.088200000000000014 0.092120000000000021 0.084100000000000022 0.10708500000000001 0.086035000000000014 0.087925000000000017
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 -5 6 -6 -8 9 10 13 12 -11 15 -15 -9 -2
right_child=1 -3 -4 4 5 -7 7 8 -10 11 -12 -13 -14 14 -16 -17 -18
leaf_value=-0.00096969269832638974 0.00085172640597191279 -0.00071260193874900788 -0.0006670369952264803 -0.00072757381337469357 -0.00065291513864958975 0.00091687684925027585 0.00074295076250334522 0.00066379898907595629 0.00070441224204140197 -0.00096341401160773181 0.00087635520771558019 0.00018802181116499584 -0.00014668517267924679 -0.00084874911948761142 0.00029657988048292154 -0.00017610603386129811 0.00037157156280235643
leaf_weight=0.0010516845932005267 0.0011074882128277825 0.0010182174951733894 0.0011405504302378624 0.0010312415609462144 0.0015632407938235204 0.0010252739729498797 0.0014976000932964842 0.001492529497777245 0.0015801490847220387 0.0016205101329065811 0.0011423304998102179 0.0014139756368981155 0.0016932665079155279 0.0011684061533510301 0.0010067720968529592 0.0016252379651318094 0.0010167013160031768
leaf_count=491 145 90 79 240 139 52 297 106 73 230 115 242 169 490 37 67 59
internal_value=0 3.15334e-05 6.74e-05 0.000109315 4.83512e-05 9.58972e-05 4.26368e-05 0.000118989 4.56599e-05 -4.75878e-05 0.000157339 -0.000326527 -0.000546084 2.15948e-06 -0.000318638 0.000225971 0.00062191
internal_weight=0 0.0221435 0.0211253 0.0199847 0.0178605 0.0168293 0.015804 0.0142408 0.0127432 0.011163 0.00643528 0.00472775 0.00331378 0.00529295 0.00217518 0.00311777 0.00212419
internal_count=3121 2630 2540 2461 2257 2017 1965 1826 1529 1456 815 641 399 700 527 173 204
is_linear=0
shrinkage=0.00154607


Tree=2104
num_leaves=17
num_cat=0
split_feature=1213 14 402 124 4 157 2 160 160 151 42 52 2 4 2 49
split_gain=0.000431394 0.000261693 0.000217192 0.000295393 0.000247183 0.000382881 0.000362889 0.000263766 0.00030643 0.000291521 0.000189073 0.000191599 0.000221262 0.000474279 0.000217254 0.000132411
threshold=-1.0000000180025095e-35 0.062655000000000016 0.073745000000000019 -0.043384999999999993 -0.27825499999999997 -0.063304999999999986 0.11093500000000002 -1.0000000180025095e-35 -0.16266999999999995 -0.089309999999999987 -1.0000000180025095e-35 0.060015000000000006 0.088930000000000023 0.076415000000000025 0.093175000000000022 -0.032624999999999994
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 8 -7 -9 -11 12 13 -12 -14 -16
right_child=1 -3 -4 4 5 7 -8 9 -10 10 11 -13 14 -15 15 -17
leaf_value=-0.0010021231426638722 0.00065267436312355966 -0.00073920887447051281 0.00072763582825095623 -0.00086889194189833981 0.00082344826148537042 6.8688947582243063e-05 0.00022450995335142657 -0.00071246711243283186 -0.0011311867541427651 -0.00031893874936434624 -0.00084333190578906767 0.00073148492399840591 0.00088490618240256752 0.00047023305289356553 -0.00021642959742884326 0.00049490387447042661
leaf_weight=0.0010177473032632741 0.001651187372568661 0.0010101702200000498 0.0011238150966034954 0.0018200722927652164 0.0013928620332594463 0.0010020887375788712 0.0012065234389542212 0.0010379123081734063 0.0010334414314054326 0.0016995217273708127 0.0013718849840804112 0.0015785660555395487 0.0012890740938696632 0.0012609176184573967 0.001384857296141794 0.0011407693196257432
leaf_count=491 223 90 247 156 324 197 53 76 247 366 174 151 44 57 85 140
internal_value=0 2.85469e-05 6.73377e-05 2.80126e-05 -3.18901e-05 5.36553e-05 -0.000433018 -3.01179e-05 -0.00054049 6.64006e-05 0.000149521 0.000248718 0.00013052 -0.000214231 0.000368458 0.000104864
internal_weight=0 0.0210037 0.0199935 0.0188697 0.0172185 0.0141919 0.0030266 0.012799 0.00203553 0.0107635 0.00972559 0.00802607 0.0064475 0.0026328 0.0038147 0.00252563
internal_count=3121 2630 2540 2293 2070 1861 209 1537 444 1093 1017 651 500 231 269 225
is_linear=0
shrinkage=0.00154607


Tree=2105
num_leaves=13
num_cat=0
split_feature=457 11 43 12 13 1 2 15 1 4 52 4
split_gain=6.84841e-05 0.00010497 0.000100506 0.000198134 0.000120162 0.000164142 0.000129549 0.000153778 0.000125019 0.000107874 9.03853e-05 7.36433e-05
threshold=0.088350000000000026 0.081790000000000015 -0.052894999999999991 0.051320000000000005 -0.095304999999999987 0.083345000000000016 0.116525 -1.0000000180025095e-35 0.096255000000000021 0.09173000000000002 -0.010034999999999999 -0.084134999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 10 5 -4 7 8 -6 11 -1 -5
right_child=-2 -3 4 9 6 -7 -8 -9 -10 -11 -12 -13
leaf_value=0.0038707935134879284 0.0012650266497906198 -0.0022018087715851313 -0.00078512493965536068 2.7503006776687607e-05 0.00068939278604207479 0.0024601434228470522 0.00095412459811458378 -0.0036623231170597012 -0.0023754928400948755 0.0015100469253039267 0.00096401846707207532 -0.0025612697332989647
leaf_weight=0.0010217252725552364 0.0017640253560138241 0.0011231499538986176 0.00174953323712019 0.001068127563562539 0.0013458211162631758 0.001289832371068611 0.0010859084520663531 0.0013136383827134918 0.0011987491203145906 0.0010044180170691586 0.0010166823158724502 0.0010266098103645944
leaf_count=144 158 172 113 192 222 160 133 750 93 78 122 784
internal_value=0 -0.000176663 -3.31284e-06 0.000749705 -0.000487898 0.000592088 -0.00115181 -0.00174454 -0.000754477 -0.000349556 0.002421 -0.00124123
internal_weight=0 0.0142442 0.013121 0.00513756 0.00798348 0.00303937 0.00494412 0.00385821 0.00254457 0.00309916 0.00203841 0.00209474
internal_count=3121 2963 2791 1320 1471 273 1198 1065 315 1054 266 976
is_linear=0
shrinkage=0.00690203


Tree=2106
num_leaves=18
num_cat=0
split_feature=14 52 157 159 130 453 48 0 151 150 52 12 16 0 16 3 4
split_gain=0.000468374 0.000244476 0.000319404 0.000311027 0.000331156 0.000336201 0.000235995 0.000385046 0.000274312 0.000266279 0.00030739 0.000243668 0.000344373 0.000291868 0.000328815 9.02851e-05 7.06077e-05
threshold=0.076175000000000007 -0.40306999999999998 -0.073574999999999988 0.10519500000000001 -1.0000000180025095e-35 1.0000000180025095e-35 0.12737000000000001 -0.23091999999999999 -0.075199999999999989 0.082565000000000013 -0.087284999999999988 0.095330000000000012 -0.078844999999999985 -0.060129999999999996 -0.083539999999999989 -0.013929999999999998 -0.0029599999999999995
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 -6 -9 10 -10 13 -13 14 16 -15 -12
right_child=-2 2 3 -5 5 -7 -8 8 9 -11 11 12 -14 15 -16 -17 -18
leaf_value=-0.00058749046523459149 -0.0010046048227917506 0.00066110867332583626 -0.00078624374512900532 -0.00080050404940496878 0.0010615775754644382 -0.00072087368647488564 -0.00053358709587920396 0.00075947806742093337 0.0008743853500317785 -0.00062699975837034389 0.00061068228505781414 0.00018191916036011294 -0.00089683666301691538 0.00093459168897064499 -0.00057174072962664735 0.00032186262167890065 0.00010476521125426528
leaf_weight=0.0013714568128923707 0.0010508205544647034 0.0019248595651200342 0.0010003412560733163 0.0010220397165725042 0.0011487201011846039 0.0010410604510356905 0.0010226760147205869 0.001483645156475216 0.0011727333751106158 0.001143991485482527 0.0010377403823384757 0.0014336527708504222 0.0012931460882196003 0.0012104819116452031 0.0015754283517197404 0.0010164365939742204 0.0016282246995255626
leaf_count=314 101 310 255 186 50 61 58 214 109 96 204 118 232 44 517 47 205
internal_value=0 3.17512e-05 7.38874e-05 1.18853e-05 6.0135e-05 0.000112373 0.000169567 0.000220408 0.000146054 6.69954e-05 0.000143571 5.03639e-05 -0.000329666 0.00021057 -2.27344e-05 0.000654923 0.000301696
internal_weight=0 0.0215266 0.0201552 0.0182303 0.0172083 0.0162079 0.0151669 0.0141442 0.0129955 0.0115118 0.0103678 0.00919511 0.0027268 0.00646831 0.00424139 0.00222692 0.00266597
internal_count=3121 3020 2706 2396 2210 1955 1894 1836 1786 1572 1476 1367 350 1017 926 91 409
is_linear=0
shrinkage=0.00151575


Tree=2107
num_leaves=13
num_cat=0
split_feature=484 42 15 42 1 3 15 3 16 2 0 43
split_gain=6.566e-05 8.07897e-05 9.0889e-05 0.000261108 0.000137609 0.000199963 0.000180622 0.000295979 0.000207921 0.000139328 0.000115424 9.03012e-05
threshold=-0.0068949999999999992 0.10256000000000001 1.0000000180025095e-35 0.083995000000000014 1.0000000180025095e-35 0.097915000000000016 -0.016799999999999995 0.097915000000000016 -0.071854999999999988 0.089885000000000007 -0.077809999999999976 -0.074359999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 10 5 -2 7 9 -9 11 -4 -6
right_child=1 -3 3 -5 6 -7 -8 8 -10 -11 -12 -13
leaf_value=-0.0018043343492913626 -0.0024793946882416922 -0.0017646706296562265 -0.0040819763881290863 0.001886086440226792 0.0024215094050891528 0.0016983848080573663 0.0036323602202866577 0.00043920857238566644 -0.0039515578345136627 0.0036639123175528534 -0.00057456551062467847 -0.00051882025147372555
leaf_weight=0.0010722366048641204 0.001628666867950615 0.0011816127022335485 0.0010992813599728125 0.0012646913264741273 0.001031540643706445 0.0010528304060244409 0.0013281078888102687 0.0014201841554818406 0.0010448390628923221 0.0015083067240421084 0.0010001798737692006 0.0013406803151045782
leaf_count=503 556 311 445 318 165 19 197 146 40 164 143 114
internal_value=0 0.000109795 0.000271239 -0.000795622 0.000617837 -0.000839082 0.00112695 0.000602569 -0.00142189 0.00188856 -0.00241105 0.000759758
internal_weight=0 0.0149009 0.0137193 0.00336415 0.0103552 0.0026815 0.00767366 0.00634555 0.00246502 0.00388053 0.00209946 0.00237222
internal_count=3121 2618 2307 906 1401 575 826 629 186 443 588 279
is_linear=0
shrinkage=0.00747098


Tree=2108
num_leaves=19
num_cat=0
split_feature=1213 14 453 16 484 160 50 474 130 43 42 0 0 43 0 1 1 42
split_gain=0.000546883 0.000306696 0.000294036 0.000300591 0.000252012 0.000274134 0.000428089 0.000266073 0.000278498 0.000325274 0.000621254 0.000211807 0.000180023 0.000281902 0.000170415 0.000139363 0.000106738 3.90971e-05
threshold=-1.0000000180025095e-35 0.062655000000000016 1.0000000180025095e-35 -0.49446999999999991 -1.0000000180025095e-35 -0.22361499999999998 0.10030500000000002 0.084660000000000027 -0.0015749999999999998 -0.074359999999999996 -0.095859999999999987 -0.077999999999999986 -0.23051499999999997 0.070450000000000013 0.051010000000000007 0.095285000000000022 0.10708500000000001 0.089810000000000015
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 7 8 -7 10 -10 -12 -11 15 -15 -14 -2 -13
right_child=1 -3 -4 4 5 6 -8 -9 9 12 11 17 13 14 -16 -17 -18 -19
leaf_value=-0.00098406386740756599 0.00092891544753419253 -0.00073050822278140101 -0.00063201812646357977 -0.00053759630912064357 -0.00062841869736161534 -0.00068318616842437559 0.0010070379035778676 0.00066349316589069931 -0.00040435859144400955 0.00038201822085576502 0.00022638910813371104 0.0011754807390324125 -0.00075478089367097569 -0.00025961784671025829 0.00049076891663179438 -0.00019909033053258415 0.0003010591413675327 0.00078410111957040332
leaf_weight=0.0012044331176696626 0.0010832872292243457 0.0010947978920569082 0.0012344575875219413 0.001483584974876973 0.0010646280170799978 0.0011344234630015779 0.0011124263499563821 0.0014545200313408066 0.0015415131594672948 0.0012823422793744 0.0012234096924104293 0.001110513341114238 0.0018477212234577914 0.0011631364979338421 0.0014347969664285642 0.0019892255793308583 0.0012241828932327281 0.0010577873568611909
leaf_count=491 85 90 79 461 237 169 87 205 66 23 204 77 297 142 21 201 119 67
internal_value=0 2.24505e-05 5.91825e-05 9.94163e-05 3.88115e-05 8.79116e-05 0.00013455 7.08614e-05 8.32942e-06 7.03408e-05 0.00036253 0.000711077 -0.000116441 -0.000215774 0.000154809 -0.000466689 0.000595819 0.000984549
internal_weight=0 0.0235368 0.022442 0.0212075 0.0189 0.0174164 0.0163518 0.0152394 0.0137849 0.0126504 0.00493322 0.00339171 0.00771722 0.00643488 0.00259793 0.00383695 0.00230747 0.0021683
internal_count=3121 2630 2540 2461 2257 1796 1559 1472 1267 1098 414 348 684 661 163 498 204 144
is_linear=0
shrinkage=0.00145689


Tree=2109
num_leaves=19
num_cat=0
split_feature=14 1213 124 47 4 484 160 42 0 0 12 15 16 48 16 15 484 1
split_gain=0.000461964 0.000403765 0.000266462 0.000352776 0.000330477 0.000322911 0.000242548 0.000318106 0.000268147 0.000256019 0.000233744 0.000272545 0.000332195 0.000315634 0.000280157 0.000175612 0.00016998 0.000147217
threshold=0.076175000000000007 -1.0000000180025095e-35 0.10281000000000001 0.13148500000000005 -0.49405499999999997 0.084040000000000017 -1.0000000180025095e-35 0.08623500000000002 -0.082974999999999979 1.0000000180025095e-35 -1.0000000180025095e-35 0.084050000000000014 -0.27167499999999994 0.086035000000000014 -0.072359999999999994 0.090455000000000021 0.096935000000000007 0.094465000000000007
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 9 15 10 -8 12 -12 14 -14 -9 -7 -15
right_child=-2 2 -4 -5 5 16 7 8 -10 -11 11 -13 13 17 -16 -17 -18 -19
leaf_value=-0.00093739490623089656 -0.001019166066592643 -0.00057638204393465199 0.00083882477313430685 -0.00080396032575074489 -0.00044417315432458427 0.0011236768456805088 -0.00073071732624348695 0.00047244018328883915 4.3045359269159299e-06 0.00054238869476468847 -0.00052930997153340651 -0.00064656081193379495 0.0012952726901232293 -0.00054363892555697832 0.00024178977430048634 0.0013345783548750958 0.0002464185592925406 0.00030768466834141511
leaf_weight=0.0010182966039255425 0.0010842204348270315 0.0017047382974892762 0.0010889533774565132 0.0011668683391438108 0.0019843023100977837 0.0011796977878992801 0.0012921517287396676 0.0013087379245036862 0.0014799702457798112 0.001794724876735058 0.0014038923784520331 0.0013366893657449919 0.0011473424439048486 0.0010074593902451578 0.0013862812627062956 0.0010662760421764617 0.0010278819696447339 0.0010131748630053394
leaf_count=477 101 152 39 51 524 159 154 157 326 90 87 272 72 73 162 25 154 46
internal_value=0 3.37783e-05 7.79489e-05 3.90498e-05 8.79082e-05 0.000149358 7.23492e-05 0.000144342 0.000531182 6.98327e-07 -0.000112518 -3.0146e-06 0.000141363 0.000348104 0.000718856 0.000859502 0.000715212 -0.000116773
internal_weight=0 0.0234074 0.0223891 0.0213002 0.0201333 0.0184286 0.016221 0.0142367 0.00385498 0.0103817 0.00858699 0.00729484 0.00595815 0.00455426 0.00253362 0.00237501 0.00220758 0.00202063
internal_count=3121 3020 2543 2504 2453 2301 1988 1464 508 956 866 712 440 353 234 182 313 119
is_linear=0
shrinkage=0.00157699


Tree=2110
num_leaves=19
num_cat=0
split_feature=1213 14 453 148 11 4 160 39 124 4 13 52 1 52 3 12 4 1
split_gain=0.000439507 0.000267 0.000235987 0.000285906 0.000318825 0.000323431 0.000223709 0.000219209 0.00026174 0.000209997 0.000212851 0.000182482 0.000303177 0.000186692 0.000180898 0.000163948 0.000144925 0.000248595
threshold=-1.0000000180025095e-35 0.062655000000000016 1.0000000180025095e-35 -1.0000000180025095e-35 0.088215000000000002 0.27287000000000006 -0.090969999999999981 0.097050000000000011 -0.043384999999999993 -0.49405499999999997 -0.084034999999999985 -0.081429999999999989 0.086920000000000011 -1.0000000180025095e-35 -0.078934999999999991 0.090995000000000006 -0.097604999999999983 0.094465000000000007
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 -8 -10 14 12 -12 -13 -11 -16 -15 -18
right_child=1 -3 -4 4 -6 -7 7 -9 9 10 11 13 -14 16 15 -17 17 -19
leaf_value=-0.00095228876966167459 0.00084375955812217296 -0.0007075065427692589 -0.000592259358523571 -0.00049005525513726362 -0.000736713442672686 0.00071934381735813755 0.00089400403257123065 -0.00044596805264084365 -0.00046665817841648591 -1.7580403837818096e-05 0.00096926488123193894 -0.00057714572096710757 -0.00013728554378862503 0.00051554722138374943 0.0011342974633337325 0.00033600216082318844 -0.00067142388213914058 0.00030360454277850434
leaf_weight=0.0010453542668696072 0.0011030976032436182 0.0010212788741524861 0.001120869484930064 0.001554695309047306 0.0010341654291394766 0.0017452988515991056 0.0010048274680521949 0.0014380235216906465 0.0012707665290103655 0.0010884978376919929 0.0010295673740268289 0.0014684877342228501 0.0011660118267957098 0.0010508506910511493 0.0010919467259684588 0.0011842497080587489 0.0010789590288511116 0.0012423252949678165
leaf_count=491 134 90 79 340 97 246 116 60 89 256 169 150 96 26 57 48 491 86
internal_value=0 3.42132e-05 7.08559e-05 0.000108871 6.49302e-05 0.000112536 4.49473e-05 0.000103877 0.000166252 0.000103599 0.000173272 2.62664e-05 0.000381606 -0.000134907 0.000480688 0.000718964 5.76786e-05 -0.0001496
internal_weight=0 0.0216939 0.0206726 0.0195518 0.0184487 0.0174145 0.0156692 0.0141145 0.0126765 0.0116717 0.0104009 0.0070362 0.00219558 0.00484062 0.00336469 0.0022762 0.00337214 0.00232128
internal_count=3121 2630 2540 2461 2327 2230 1984 1644 1584 1468 1379 1018 265 753 361 105 603 577
is_linear=0
shrinkage=0.00148603


Tree=2111
num_leaves=12
num_cat=0
split_feature=47 123 42 43 4 0 12 12 52 49 2
split_gain=6.02798e-05 0.000112343 0.000109643 0.000113849 0.000113944 0.000111875 0.000106253 0.000113159 9.68306e-05 0.000121479 0.000170537
threshold=0.13148500000000005 1.0000000180025095e-35 -1.0000000180025095e-35 -0.17390999999999998 -0.27825499999999997 -0.060129999999999996 0.090995000000000006 0.086700000000000013 0.0031350000000000002 -0.043469999999999995 0.11215000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 7 8 9 -6 -11
right_child=-2 -3 3 4 5 -7 -8 -9 -10 10 -12
leaf_value=-0.0018778650501707871 -0.0014477081832401251 0.002155316665756064 0.0023450021003130921 -0.0017257886166728862 0.00097136687094059729 0.0020565429110442511 -0.0018282518453942324 0.0023611152643984224 0.0017672217552780027 -3.902176994693934e-05 -0.0036214053897454818
leaf_weight=0.0014867603757924954 0.0013426040239906669 0.001221439009720532 0.0010660354796092628 0.0017257365055137657 0.0015611214412954598 0.0014284003190991159 0.0014203134113983662 0.0010948376372133216 0.0010750732130968554 0.0016257135370667817 0.0011071272010463318
leaf_count=815 65 255 77 195 131 162 445 342 243 334 57
internal_value=0 0.000110156 -7.36439e-05 0.000147966 -6.42147e-05 0.000243695 -8.47434e-05 0.000298359 -0.000122272 -0.000595341 -0.00149032
internal_weight=0 0.0148126 0.0135911 0.0121044 0.0110383 0.00931259 0.00788419 0.00646387 0.00536904 0.00429396 0.00273284
internal_count=3121 3056 2801 1986 1909 1714 1552 1107 765 522 391
is_linear=0
shrinkage=0.00704007


Tree=2112
num_leaves=18
num_cat=0
split_feature=1213 14 157 453 130 159 1374 457 11 4 150 3 15 47 52 16 13
split_gain=0.000460585 0.00029334 0.000230668 0.000333068 0.000279859 0.000299723 0.000249517 0.000267572 0.000253001 0.000272753 0.000300409 0.000253651 0.000325297 0.000256309 0.000251268 0.000248906 9.67561e-05
threshold=-1.0000000180025095e-35 0.062655000000000016 -0.073574999999999988 1.0000000180025095e-35 -0.0015749999999999998 0.10407500000000001 -0.08070999999999999 0.088350000000000026 0.08765000000000002 0.27044500000000005 0.084120000000000014 -0.074084999999999998 -0.016799999999999995 0.085270000000000026 0.0046550000000000003 -0.056919999999999991 -0.084034999999999985
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 -6 8 9 10 11 13 15 16 -14 -13 -8
right_child=1 -3 3 -5 5 -7 7 -9 -10 -11 -12 12 14 -15 -16 -17 -18
leaf_value=-0.0010000934733748101 0.00060082130907729476 -0.00079502964212856901 -0.00073263652524411735 -0.00083044413799057996 -0.00058377962123884485 -0.00071045810355489379 0.00064747636486097316 0.00091620032448450105 -0.00059270683241983936 0.00095364407125001394 -0.00063578522828231919 6.8901720868711169e-05 0.00081239547125511809 0.0011867334087580399 -3.9824182179389742e-05 -0.00089315561281393108 7.4852308285092164e-05
leaf_weight=0.0011251544587751799 0.0018850157682089854 0.001011194559243144 0.001010367370263574 0.0010742831186578696 0.0010099437316455342 0.0010117867130919602 0.0012061142480847666 0.0012777398506807211 0.0010231360177872526 0.0011533412929860933 0.0010966560812387125 0.0014223675089927584 0.001577577697908338 0.0010971077037248006 0.0018925284392822261 0.0012623327574473389 0.0018740428425798664
leaf_count=491 384 90 206 74 26 179 179 87 82 165 126 123 74 107 132 137 459
internal_value=0 3.44843e-05 7.46676e-05 2.24378e-05 7.35812e-05 0.000121768 0.00017475 0.000226223 0.000161423 0.000222747 0.000148987 0.000232284 2.87243e-05 0.00053221 0.000347611 -0.000383453 0.000299078
internal_weight=0 0.0218855 0.0208743 0.0189893 0.017915 0.0169047 0.0158929 0.0148829 0.0136052 0.0125821 0.0114287 0.0103321 0.00615481 0.00417726 0.00347011 0.0026847 0.00308016
internal_count=3121 2630 2540 2156 2082 1876 1697 1671 1584 1502 1337 1211 466 745 206 260 638
is_linear=0
shrinkage=0.00157699


Tree=2113
num_leaves=18
num_cat=0
split_feature=1213 14 124 123 4 157 160 12 151 13 12 484 52 49 4 1 15
split_gain=0.000591202 0.000384663 0.000269286 0.000440198 0.000368145 0.000332479 0.000435893 0.000418233 0.000460196 0.000306791 0.000352396 0.000259367 0.000176362 0.000317377 0.000497706 0.000249561 0.000124791
threshold=-1.0000000180025095e-35 0.062655000000000016 0.10281000000000001 1.0000000180025095e-35 -0.49405499999999997 -0.077384999999999995 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.090369999999999992 -0.094514999999999988 0.095330000000000012 0.079595000000000013 0.077655000000000016 -0.081604999999999997 0.053180000000000012 0.090840000000000018 -0.10091499999999999
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 11 -8 -9 10 -10 -7 13 -11 15 -15 -16
right_child=1 -3 -4 -5 5 6 7 8 9 12 -12 -13 -14 14 16 -17 -18
leaf_value=-0.0011699622083637632 -0.00084160111438474027 -0.0009006312879524897 0.00084219367460799434 0.0008353317739470059 0.0007536738776067626 -0.0011755553560951646 -0.00079245839948095852 -0.0007485622060333909 0.0011579322190320123 0.0006052761273040194 -6.0680292750352727e-06 -0.00011057291028329396 0.00057161897680223347 -0.00019528599842976029 0.00066129053523368575 -0.0012130489049449263 -9.6016554050341911e-05
leaf_weight=0.0011028149653646213 0.0013416409203862263 0.0010802610911960766 0.0011445624758687481 0.0016564897451161421 0.0015119113799564729 0.0012501752627816004 0.0012983180194427396 0.0012714921045057235 0.0018076924470280488 0.0016226325621673263 0.0010720293460706465 0.0011233207598240619 0.001714471447912147 0.0012214608851876052 0.0012677339816996591 0.0012730469798307165 0.0010127133566405211
leaf_count=491 138 90 39 234 297 399 116 80 85 47 38 164 338 261 60 131 113
internal_value=0 3.60715e-05 8.29403e-05 4.04357e-05 -2.96459e-05 3.2792e-05 -3.56049e-05 7.56911e-05 0.000167603 0.000273581 0.000724612 -0.000671524 0.000113469 -9.30952e-06 -0.000218159 -0.000714691 0.000324982
internal_weight=0 0.02267 0.0215897 0.0204451 0.0187886 0.017447 0.0159351 0.0135616 0.0122633 0.0109918 0.00287972 0.0023735 0.00811206 0.00639759 0.00477496 0.00249451 0.00228045
internal_count=3121 2630 2540 2501 2267 2129 1832 1269 1153 1073 123 563 950 612 565 392 173
is_linear=0
shrinkage=0.00160853


Tree=2114
num_leaves=14
num_cat=0
split_feature=41 3 3 15 50 484 1 16 0 133 0 49 13
split_gain=6.0326e-05 7.50907e-05 0.000103751 9.68708e-05 8.28932e-05 0.000118976 0.000144119 0.00022415 0.0001418 0.000104223 0.000139611 6.84498e-05 6.23432e-05
threshold=0.078475000000000017 -0.12018999999999998 -0.078934999999999991 0.040760000000000005 0.098785000000000026 0.086135000000000017 0.094385000000000011 -0.44310499999999992 -0.099059999999999995 0.091250000000000012 -0.15202999999999997 -0.0055299999999999993 0.10002500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 -3 5 6 9 -8 11 10 -4 -9 -1
right_child=-2 2 4 -5 -6 -7 7 8 -10 -11 -12 -13 -14
leaf_value=0.0024367274398597949 -0.0016463079405538074 -0.0030103951127261022 -0.00021050363992717886 -0.00020214654343732774 0.0020563402727927309 0.0021840109387326304 -0.0021200235412605272 0.0012566910892770932 -0.00018466688453639665 0.00052861672522745294 -0.0034919261463758123 0.003770088037008755 0.00016810122373570676
leaf_weight=0.0010881255680018553 0.0010176365888122088 0.0010305849892525377 0.0010712924736147062 0.0013538973663727236 0.0010121808566464713 0.0010385170856129508 0.0012061850442370813 0.0010325568682691966 0.0016859732442782091 0.0010010211404926118 0.0014586620444916373 0.0010321749629675359 0.0012286117561456367
leaf_count=145 148 650 51 735 202 113 120 71 247 155 311 72 101
internal_value=0 8.93701e-05 -0.000115763 -0.00141589 0.000178406 -2.11256e-05 -0.000290931 0.000468139 0.00130046 -0.00135654 -0.00210243 0.00251316 0.00123363
internal_weight=0 0.0152398 0.012923 0.00238448 0.0105386 0.00952638 0.00848787 0.00495689 0.00375071 0.00353098 0.00252995 0.00206473 0.00231674
internal_count=3121 2973 2727 1385 1342 1140 1027 510 390 517 362 143 246
is_linear=0
shrinkage=0.00690203


Tree=2115
num_leaves=19
num_cat=0
split_feature=1213 14 453 16 11 475 160 50 43 4 13 2 16 1 16 52 1 1
split_gain=0.000462923 0.000338535 0.000252167 0.000264191 0.000232047 0.000252615 0.000272065 0.000339098 0.000181535 0.000312377 0.000274653 0.00027068 0.00024735 0.000170971 0.000160652 0.000131579 0.000116628 0.000114619
threshold=-1.0000000180025095e-35 0.062655000000000016 1.0000000180025095e-35 -0.49446999999999991 0.081790000000000015 -0.048844999999999993 -1.0000000180025095e-35 0.099450000000000011 -0.074359999999999996 0.053925000000000008 -0.0034749999999999994 0.089885000000000007 0.23311500000000004 0.11323000000000001 0.11346000000000002 -0.075329999999999994 0.10708500000000001 0.086255000000000012
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 -5 13 8 10 11 17 -10 -12 -7 15 -13 -2 -8
right_child=1 -3 -4 4 -6 6 7 -9 9 -11 12 14 -14 -15 -16 -17 -18 -19
leaf_value=-0.0010086664245388367 0.00097008673103414012 -0.00081745252046965824 -0.00059628695561298123 0.00080558259395343591 -0.00061561714469970399 -0.00068198760913568905 0.00036472144715563027 0.00097889771974973361 -0.00048216595535050503 -0.000697617355367319 -0.00046562391135024611 0.00018862890313227446 0.00044045627942545205 8.9920696934547948e-05 -4.2095078175306997e-05 0.00092366839791633627 0.00027765707188154217 0.0010838395952189727
leaf_weight=0.0010297216346066137 0.001051873524964715 0.0010317916682391895 0.0012253986792636331 0.0010764787409194626 0.0011257988953143885 0.0017059246722076092 0.0010370057097823793 0.0010172417208204063 0.0014696000673867999 0.0015106960539104514 0.001392927046617763 0.0011340789725247657 0.001375988591873073 0.0010744608662465183 0.0019716009799558842 0.0011044229666948291 0.0011923930962441098 0.0010005470491895631
leaf_count=491 85 90 79 364 127 479 113 111 310 143 121 42 45 62 62 144 119 134
internal_value=0 3.06317e-05 7.13952e-05 0.000111817 5.06649e-05 9.51258e-05 4.67044e-05 0.000138655 6.74093e-05 -8.50346e-05 0.000295463 7.79011e-05 -1.53552e-05 -0.000383689 0.000273401 0.00055128 0.000602194 0.000717847
internal_weight=0 0.0224982 0.0214664 0.020241 0.0179968 0.016871 0.0157945 0.0130141 0.0119969 0.0071904 0.00480647 0.0056797 0.00276892 0.00278039 0.0042101 0.0022385 0.00224427 0.00203755
internal_count=3121 2630 2540 2461 2257 2130 1766 1225 1114 701 413 558 166 541 248 186 204 247
is_linear=0
shrinkage=0.00151575


Tree=2116
num_leaves=13
num_cat=0
split_feature=484 15 15 133 160 52 160 52 2 0 0 3
split_gain=6.97791e-05 7.7911e-05 0.000107871 0.000123976 9.9862e-05 0.000128341 0.000120679 0.000183534 0.000123281 0.000238929 0.000236384 6.88236e-05
threshold=-0.0068949999999999992 -0.24436499999999997 -0.11713499999999999 0.10622000000000002 0.092865000000000017 -0.26636999999999994 -0.091944999999999985 0.096795000000000006 0.092875000000000013 -0.10607499999999999 -0.084269999999999984 -0.0087149999999999988
decision_type=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 -10
right_child=1 2 3 -5 -6 6 7 -9 11 10 -12 -13
leaf_value=-0.0016401665261753496 0.0017211587030549955 -0.0018534169385993797 -0.0013415962476141941 -0.0020892263161837415 -0.0014487422552956122 -0.0012467895489548598 0.0031857290131487182 0.0033677495027907896 0.00065598249204328355 -0.0024042038567267401 0.00165058446494939 -0.0016959290626516656
leaf_weight=0.001088298875523609 0.0011997914107784993 0.0013089976825282354 0.0013688483217523485 0.0010042180764894227 0.0012282421601399343 0.0010762455360312671 0.0017805648074289467 0.0013314082995596332 0.0010147287712879427 0.001048828416827954 0.0015950180700975321 0.0011894428720892192
leaf_count=503 232 187 251 331 121 291 72 122 151 339 398 123
internal_value=0 9.89658e-05 -4.0588e-05 0.000147185 0.000340238 0.000551413 0.000838174 0.00112008 0.000668611 0.00130718 4.20277e-05 -0.000613186
internal_weight=0 0.0151463 0.0139465 0.0126375 0.0116333 0.0104051 0.00903624 0.00795999 0.00662858 0.00442441 0.00264385 0.00220417
internal_count=3121 2618 2386 2199 1868 1747 1496 1205 1083 809 737 274
is_linear=0
shrinkage=0.00663402


Tree=2117
num_leaves=13
num_cat=0
split_feature=147 11 52 51 159 484 133 133 0 12 2 13
split_gain=6.42093e-05 0.000110064 7.30605e-05 0.000114404 0.000117846 0.000172046 0.000165045 0.000111712 0.000154713 0.00010191 0.000143391 0.00013588
threshold=0.087350000000000025 0.079915000000000014 0.25317500000000004 0.10027500000000002 0.091530000000000014 0.073690000000000019 -1.0000000180025095e-35 0.099660000000000012 -0.20211999999999997 0.098810000000000023 0.094095000000000012 -0.076599999999999988
decision_type=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 -10
right_child=-2 -3 -4 -5 -6 -7 7 -9 9 -11 -12 -13
leaf_value=-0.002866834477204826 0.0017423836300236178 -0.0021985515752184119 -0.0018935812910889768 0.0024402700106671434 -0.0024244468502991321 0.0030850973294849707 -0.0015265018210724192 -0.001843171462670111 0.0029045334773699768 -0.00092018252297023208 0.0037003248522602655 -0.00051933163861632502
leaf_weight=0.0011082013808506831 0.0011196590346772136 0.0013817651584694954 0.0010286312796132487 0.0012159219306896668 0.0010712689969218517 0.0010960297109283154 0.0014840359528580701 0.0012313581764224601 0.0010803751526746522 0.0010140680240994099 0.0014677351954851987 0.0017855178526280397
leaf_count=687 146 194 305 145 278 215 63 362 269 72 201 184
internal_value=0 -0.000149531 5.89087e-05 0.000218882 -1.93335e-05 0.000231611 -0.0001094 0.000269585 0.000650391 0.0012545 0.00176337 0.000771386
internal_weight=0 0.0149649 0.0135831 0.0125545 0.0113386 0.0102673 0.00917129 0.00806309 0.00683173 0.0053477 0.00433363 0.00286589
internal_count=3121 2975 2781 2476 2331 2053 1838 1151 789 726 654 453
is_linear=0
shrinkage=0.0076204


Tree=2118
num_leaves=18
num_cat=0
split_feature=1213 14 124 123 4 484 12 13 48 132 12 4 457 160 49 13 0
split_gain=0.000441388 0.000291197 0.000248468 0.000319081 0.000302749 0.000258448 0.000223716 0.000312957 0.000249044 0.000242185 0.000199756 0.000425622 0.000199482 0.000156786 0.000169808 0.000160346 0.00021601
threshold=-1.0000000180025095e-35 0.062655000000000016 0.10281000000000001 1.0000000180025095e-35 -0.49405499999999997 -0.0068949999999999992 -1.0000000180025095e-35 -0.23438999999999996 0.12737000000000001 0.079970000000000013 0.092355000000000007 0.09173000000000002 -1.0000000180025095e-35 -0.030779999999999998 -0.069799999999999987 -0.083894999999999983 -0.13843999999999998
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 -8 9 10 12 -12 -9 -14 -15 -16 -17
right_child=1 -3 -4 -5 5 6 7 8 -10 -11 11 -13 13 14 15 16 -18
leaf_value=-0.0010608838313346457 -0.00080163508633099962 -0.00080761389284956522 0.00085958202070817846 0.00076910640522380262 -0.00073752617172039687 -0.00055030163303683953 0.00090021846055658749 -0.00044048769755379016 -0.00066081723515587119 0.00090986031140044901 -0.0010732339200178742 0.00021508500003859234 -0.00020741896670146124 -8.0220545882312566e-05 0.001100931831487932 0.00084182323309748772 -0.00011115318802576321
leaf_weight=0.0010233685647646198 0.0012374421257593622 0.0010308465672863578 0.0010600628498618194 0.0015002822992296596 0.0010727261332853051 0.0013153584336876517 0.0013759595545310655 0.0010607344813575769 0.001124529106953486 0.0010235821420210853 0.0011387646980934394 0.0017528075964898249 0.0011869352962261019 0.0012115903881166918 0.0012709156513448488 0.0013455536678712559 0.0012215332780453718
leaf_count=491 138 90 39 234 427 150 74 99 50 133 396 74 234 52 83 47 310
internal_value=0 4.26571e-05 8.67049e-05 4.32148e-05 -1.95961e-05 4.05075e-05 9.6044e-05 0.000158042 7.52662e-05 0.00014909 7.26625e-05 -0.000292283 0.000217274 0.000329149 0.000455272 0.000624318 0.000388355
internal_weight=0 0.0209296 0.0198988 0.0188387 0.0173384 0.016101 0.0150283 0.0137129 0.0123369 0.0112124 0.0101888 0.00289157 0.00729726 0.00623653 0.00504959 0.003838 0.00256709
internal_count=3121 2630 2540 2501 2267 2129 1702 1552 1478 1428 1295 470 825 726 492 440 357
is_linear=0
shrinkage=0.0016407


Tree=2119
num_leaves=12
num_cat=0
split_feature=1 4 4 49 151 42 15 52 42 1 16
split_gain=6.56439e-05 0.000124252 0.000161593 0.000100881 0.000237999 0.000143444 0.000120919 0.000162231 0.000118986 0.000107428 7.37936e-05
threshold=0.08592000000000001 -0.15764999999999998 -0.49405499999999997 -0.047584999999999995 -0.024429999999999997 -0.085499999999999979 -0.24436499999999997 0.0046550000000000003 0.08623500000000002 0.10708500000000001 -0.014034999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 -5 -7 8 9 -8 -3
right_child=3 10 -4 5 -6 6 7 -9 -10 -11 -12
leaf_value=-0.0013767107217291237 0.0042749034687720186 -0.0027326119132908182 0.0022308788916206783 0.0020458786497889324 -0.00012998847849489509 0.0013693059797525177 -0.0011522277455851412 0.0015046464747649683 -0.00012348453600053929 -0.0041412371151315326 -0.00050984909609914399
leaf_weight=0.0012126791807565845 0.0010102341970801912 0.0015258246468512595 0.0013563036553936305 0.0013326706729976795 0.0016915766960909906 0.0013416923670671443 0.0012150795510237917 0.0010157466884170158 0.001514932223176807 0.0012661122436330996 0.0015551359267601773
leaf_count=67 156 1082 54 98 110 235 239 168 228 101 583
internal_value=0 -0.00063826 0.000527929 0.000323486 0.00151704 -9.60653e-05 -0.000545342 -0.0010579 -0.00170925 -0.00267747 -0.00161066
internal_weight=0 0.00564994 0.00256898 0.010388 0.00270181 0.00768623 0.00635356 0.00501187 0.00399612 0.00248119 0.00308096
internal_count=3121 1786 121 1335 266 1069 971 736 568 340 1665
is_linear=0
shrinkage=0.00718087


Tree=2120
num_leaves=14
num_cat=0
split_feature=484 4 3 42 43 39 49 4 15 15 15 0 48
split_gain=7.15949e-05 7.49273e-05 7.69216e-05 7.36609e-05 0.000150061 0.000145101 0.00010562 0.000164904 0.000131821 0.000225702 0.000207381 0.000148025 3.65936e-05
threshold=-0.0068949999999999992 0.27044500000000005 0.10893000000000001 0.091735000000000025 0.12450000000000001 0.094675000000000009 0.036705000000000008 -0.27825499999999997 1.0000000180025095e-35 -0.0063699999999999989 -0.089964999999999976 -0.084044999999999995 0.084485000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 6 7 -2 9 10 12 -10 -9
right_child=1 2 -4 -5 -6 -7 -8 8 11 -11 -12 -13 -14
leaf_value=-0.0019981319665877155 -0.0029821762697272132 0.0029291331005292169 -8.9816330201451531e-05 -0.0015995562977775084 0.0027227611997758857 -0.0030321294272656527 0.0025278724112367344 0.0025715894990435703 -0.0034383176841463071 0.0041140927753503028 -0.0027368905957791769 0.0006834620921939541 0.00045206204236736421
leaf_weight=0.0010679272624077403 0.0011273085694818467 0.0011237240770012426 0.0010049388218204003 0.0017787244309521661 0.0012521896324018547 0.0010136906688763556 0.0010249481679973334 0.0010238061515899233 0.0010455302266864103 0.00115053827441269 0.0011155860271468282 0.0011501478898267702 0.0010242534016895455
leaf_count=503 141 230 116 460 150 53 296 44 306 83 253 385 101
internal_value=0 0.000127278 0.00150389 -0.000103335 0.000140201 -0.00019402 0.000138112 -0.000182606 0.000302193 0.00110705 1.34649e-05 -0.00127923 0.00151159
internal_weight=0 0.0148354 0.00212866 0.0127067 0.010928 0.00967581 0.00866212 0.00763717 0.00650986 0.00431418 0.00316365 0.00219568 0.00204806
internal_count=3121 2618 346 2272 1812 1662 1609 1313 1172 481 398 691 145
is_linear=0
shrinkage=0.00792826


Tree=2121
num_leaves=18
num_cat=0
split_feature=1213 124 402 4 47 47 16 15 457 2 49 3 47 48 14 16 16
split_gain=0.000517253 0.000244043 0.000251152 0.000226995 0.000212809 0.000243696 0.000220102 0.000223943 0.0002986 0.000328836 0.000468693 0.000249195 0.000224737 0.000297793 0.000350415 0.000207356 9.0257e-05
threshold=-1.0000000180025095e-35 0.10281000000000001 0.073745000000000019 -0.49013999999999996 0.13148500000000005 0.11069000000000002 0.38525000000000004 -0.095869999999999983 0.088350000000000026 0.11448000000000001 -0.006494999999999999 -0.055119999999999995 0.092530000000000015 0.085485000000000019 -0.10708499999999999 -0.094359999999999986 -0.079109999999999986
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 12 9 10 15 16 13 14 -5 -9 -12
right_child=1 -3 -4 4 -6 -7 -8 8 -10 -11 11 -13 -14 -15 -16 -17 -18
leaf_value=-0.0010687045386334392 -0.00061116150094368523 0.00074815081180042663 0.00068720606407169141 -0.00027550585314444159 -0.00065576235953486201 0.0007419984173986301 -0.00068055702202782079 -0.00012233062001551536 0.00074295888566053574 0.00066721236070193862 -0.00041390197656326634 0.00063935077029980865 -0.00080274665060806516 -0.00070393697792520019 0.0008857159752774748 -0.0010089420147966518 0.00018594610196372889
leaf_weight=0.0010191297282821634 0.001482924395810793 0.0010528106267048134 0.0011518529602573919 0.0012919533902975983 0.0010497326145870725 0.0010863145185706418 0.0010217871053119299 0.0010800475996449732 0.0017543210184101784 0.0016120768353260484 0.0011498400195037251 0.00180007529591532 0.0011689411703542651 0.0010582747266547621 0.0011100100763626703 0.001380913762098074 0.0011554003089083789
leaf_count=491 156 39 254 85 48 90 163 57 112 108 355 103 89 89 164 224 494
internal_value=0 3.65526e-05 -2.53968e-07 -4.14907e-05 6.18389e-06 4.78677e-05 -5.19259e-07 4.71981e-05 0.000175522 5.38022e-05 -9.67952e-05 0.000216744 -0.000228142 -3.40282e-05 0.000261125 -0.000619833 -0.000113255
internal_weight=0 0.0214073 0.0203545 0.0192026 0.0177197 0.01667 0.0155836 0.0145619 0.00993267 0.00817835 0.00656628 0.00410532 0.00462918 0.00346024 0.00240196 0.00246096 0.00230524
internal_count=3121 2630 2591 2337 2181 2133 2043 1880 1453 1341 1233 952 427 338 249 281 849
is_linear=0
shrinkage=0.00151575


Tree=2122
num_leaves=17
num_cat=0
split_feature=1213 14 124 402 4 2 157 48 2 160 42 15 52 49 47 2
split_gain=0.000522954 0.000263422 0.000246004 0.000310894 0.000307832 0.000315747 0.000291028 0.000261928 0.000283552 0.000403504 0.000178313 0.000238915 0.000395358 0.00019624 0.000184583 9.79163e-05
threshold=-1.0000000180025095e-35 0.062655000000000016 -0.043384999999999993 0.073745000000000019 -0.27825499999999997 0.11093500000000002 -0.063304999999999986 0.11951500000000001 0.116525 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.095869999999999983 -0.088204999999999992 -0.069799999999999987 0.092710000000000015 0.088850000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -6 8 9 -8 -11 14 -13 -14 -12 -15
right_child=1 -3 3 -5 6 -7 7 -9 -10 10 11 12 13 15 -16 -17
leaf_value=-0.0010898806980077253 0.00063062260629711674 -0.0007251015999692348 -0.00088042034457682283 0.0008675366973032192 0.00073250729470815022 0.00014919712737748516 -0.00073858215706020512 -0.00071843511135589967 0.00063978939206499037 -0.00035452602247906914 0.00023760543273010804 -0.00041480040393417295 0.00021043473295557729 0.00057747411703806156 -0.00063196238877966777 0.0012247185080844776
leaf_weight=0.0010118299946557932 0.001802869572148833 0.0010061172135842336 0.0017822080352143692 0.0010091014275659801 0.0014571295993519454 0.0011855212368434564 0.0016130106387089423 0.0010983893911044882 0.001781989961676154 0.0016608135618226168 0.001161637900454481 0.0010960784947429822 0.0015178203264421012 0.0010267188182365569 0.001172404020503004 0.001225622185914238
leaf_count=491 247 90 156 223 324 53 386 62 196 342 66 121 61 149 42 112
internal_value=0 4.73479e-05 8.50907e-05 3.27435e-05 -1.46368e-05 -0.000469118 7.64253e-05 4.83916e-06 6.96589e-05 -2.73391e-05 0.000102131 0.000207463 0.000402507 0.000640118 -0.000199184 0.000929675
internal_weight=0 0.0215974 0.0205913 0.0187884 0.0177793 0.00296773 0.0148116 0.0133545 0.0122561 0.0104741 0.0088611 0.00720028 0.00486624 0.00377016 0.00233404 0.00225234
internal_count=3121 2630 2540 2293 2070 209 1861 1537 1475 1279 893 551 443 322 108 261
is_linear=0
shrinkage=0.00154607


Tree=2123
num_leaves=18
num_cat=0
split_feature=1213 14 402 124 123 4 157 160 151 13 43 484 4 0 48 0 16
split_gain=0.000456282 0.000330339 0.000251585 0.000275467 0.000341933 0.000442994 0.000334996 0.000514508 0.000365942 0.000487756 0.000270838 0.000235413 0.000175821 0.000178272 0.000252441 0.000161092 9.30433e-05
threshold=-1.0000000180025095e-35 0.062655000000000016 0.073745000000000019 0.10281000000000001 1.0000000180025095e-35 -0.49013999999999996 -0.077664999999999998 -1.0000000180025095e-35 -0.090369999999999992 0.18141000000000002 -0.074359999999999996 0.064170000000000019 0.24564500000000003 -0.10096999999999999 0.086260000000000017 -1.0000000180025095e-35 0.0057500000000000008
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 11 -9 10 16 -8 13 14 -12 -15 -10
right_child=1 -3 -4 -5 -6 6 7 8 9 -11 12 -13 -14 15 -16 -17 -18
leaf_value=-0.0010469772309858634 -0.0009986652426351543 -0.0008420499432751007 0.00078086737239535357 0.00083910474513392507 0.00070535668652372228 0.00070725391689578632 -0.0012143851223762048 -0.00078127718395395584 0.00045198194500297302 -0.00083667766490180275 0.00065299255878541543 -0.00019144161176605517 0.0005302982105644461 -0.00079961497322989005 -0.00022193258857029522 5.1233348347492984e-05 0.0010641508565826291
leaf_weight=0.0010078419409012334 0.0011873585051763681 0.0010112450685989529 0.0012031883052136877 0.0010127237238571887 0.001544369616737591 0.0015072139978878759 0.0012689616167928493 0.0011770737243298477 0.0015499396928730664 0.0011318375445119608 0.0015644141219173201 0.0010006691747400515 0.0017904519712354447 0.0011341459743264178 0.0017237578960545008 0.0010806818486344214 0.001026282419704122
leaf_count=491 142 90 247 39 228 279 350 76 170 56 50 140 118 449 52 29 115
internal_value=0 3.82293e-05 8.08153e-05 3.8059e-05 -5.35255e-06 -6.93793e-05 -2.24484e-07 -7.40275e-05 5.44409e-05 0.000143856 0.000256302 -0.000763374 0.000101043 -3.8619e-05 0.000194331 -0.00038446 0.00069585
internal_weight=0 0.0219143 0.0209031 0.0196999 0.0186872 0.0171428 0.0159554 0.0144482 0.0121786 0.0110015 0.00986967 0.00226963 0.00729345 0.005503 0.00328817 0.00221483 0.00257622
internal_count=3121 2630 2540 2293 2254 2026 1884 1605 1115 1039 983 490 698 580 102 478 285
is_linear=0
shrinkage=0.00157699


Tree=2124
num_leaves=17
num_cat=0
split_feature=1213 14 124 402 124 4 157 160 151 13 43 4 16 48 2 1
split_gain=0.000477904 0.000274928 0.000210314 0.00031094 0.000261234 0.000399912 0.000339286 0.000373434 0.000294001 0.000376897 0.000205101 0.00026292 0.000286838 0.00019801 0.000164996 0.00016016
threshold=-1.0000000180025095e-35 0.062655000000000016 -0.043384999999999993 0.073745000000000019 0.10281000000000001 -0.27825499999999997 -0.063304999999999986 -1.0000000180025095e-35 -0.089309999999999987 0.18141000000000002 -0.11008499999999999 0.076415000000000025 -0.056919999999999991 0.086665000000000006 0.10731 0.094465000000000007
decision_type=2 2 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 10 -10 12 15 -4 -13 -12
right_child=1 -3 3 -5 -6 6 7 8 9 -11 11 14 -14 -15 -16 -17
leaf_value=-0.0011272275889632009 0.00059567934629569416 -0.00080868749921767262 -0.00095493225215933369 0.00090370361185202353 0.00076980828141161317 0.00078135940953308314 -0.00073749080599479102 -0.00075331129226726334 0.00092213956132482689 -0.00076869958626802617 -7.8781274446845339e-05 0.00084682320488323984 -0.00064498969484228538 -5.4747880699220619e-05 5.9982545188949808e-05 0.00070138133698581441
leaf_weight=0.0010024807959063747 0.0018746272994758497 0.0010013984127743561 0.0018580105140704973 0.0010143351293544064 0.0010366504631915676 0.0014687097598202201 0.001828841105815983 0.0010684771031630467 0.0011165552045249152 0.0010643094274866991 0.0018566249872310463 0.001864341736187991 0.0015789101592995443 0.0010182706609320746 0.0011661077438575862 0.0011452839918391078
leaf_count=491 247 90 158 223 39 324 438 76 75 48 352 95 247 48 106 64
internal_value=0 3.11587e-05 7.12836e-05 1.97759e-05 -2.98392e-05 -7.85027e-05 3.48049e-05 -5.16033e-05 6.38948e-05 0.000153065 0.000265469 0.000169137 -7.8887e-05 -0.000636246 0.000544049 0.000218865
internal_weight=0 0.0219615 0.0209601 0.0190854 0.0180711 0.0170344 0.0141582 0.0126895 0.0108606 0.00979213 0.00872782 0.00761127 0.00458082 0.00287628 0.00303045 0.00300191
internal_count=3121 2630 2540 2293 2070 2031 1825 1501 1063 987 939 864 663 206 201 416
is_linear=0
shrinkage=0.0016407


Tree=2125
num_leaves=18
num_cat=0
split_feature=1213 124 14 123 4 157 160 151 13 484 13 42 3 2 12 4 0
split_gain=0.000405868 0.000262166 0.000218563 0.000318794 0.000281745 0.000274129 0.000408545 0.000326993 0.00042243 0.00026643 0.000252699 0.000189164 0.000326255 0.000343818 0.000296671 0.000207009 8.83144e-05
threshold=-1.0000000180025095e-35 0.08919500000000001 0.062655000000000016 1.0000000180025095e-35 -0.49405499999999997 -0.077384999999999995 -1.0000000180025095e-35 -0.090369999999999992 0.18141000000000002 0.079595000000000013 0.086705000000000018 0.08623500000000002 0.096675000000000011 0.11263500000000001 0.090840000000000018 -0.080924999999999983 -0.14116499999999996
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 9 -8 10 -7 11 12 15 -14 -13 -9 -17
right_child=1 -3 -4 -5 5 6 7 8 -10 -11 -12 14 13 -15 -16 16 -18
leaf_value=-0.0010994242633417404 -0.00087418970146252331 0.00064117413698442055 -0.00084305643232135527 0.00058148843040589356 0.00053750721438767363 -0.0012589014235759215 -0.00081822464789423793 0.00013301652406478686 -0.00089386570541245824 -0.00020087431946277459 0.00083030787724206693 0.00097885977395555969 0.00073280495440422046 -0.00026260781866976386 -0.00012932761989664019 -0.00033151486728096545 -0.0009132751214740607
leaf_weight=0.0010602345845629737 0.0012851261508827578 0.0010310909374492963 0.001055267731120523 0.0014314547041222132 0.0013780284092229636 0.0012644242939825025 0.0012723967143980506 0.001124444580380855 0.0011202736109225961 0.0010342660259093917 0.0010350529969027642 0.001121727940237488 0.0017078471385278959 0.0016125890721587766 0.0011900357792577684 0.0010930385467453601 0.0014527093434041696
leaf_count=491 137 60 90 225 297 397 82 178 59 163 59 130 68 81 237 42 325
internal_value=0 -0.000119232 -0.000158087 -0.000120289 -0.00017707 -0.000122466 -0.00018298 -7.46599e-05 7.91402e-06 -0.000782856 0.00010564 2.50084e-05 -0.000101775 0.000249377 0.000408394 -0.000419464 -0.000663491
internal_weight=0 0.0212098 0.0201787 0.0191234 0.017692 0.0164068 0.0150288 0.0127301 0.0114577 0.00229869 0.0103374 0.00930239 0.00699063 0.00332044 0.00231176 0.00367019 0.00254575
internal_count=3121 2630 2570 2480 2255 2118 1821 1261 1179 560 1120 1061 694 149 367 545 367
is_linear=0
shrinkage=0.00154607


Tree=2126
num_leaves=19
num_cat=0
split_feature=1213 124 14 123 4 157 160 12 151 484 13 12 52 0 150 49 4 0
split_gain=0.000552722 0.000396379 0.000312321 0.000380936 0.000336247 0.000335617 0.000541675 0.000501041 0.000567662 0.000335593 0.000311325 0.000349 0.000209647 0.000225193 0.000466239 0.000263378 0.000469083 5.42598e-05
threshold=-1.0000000180025095e-35 0.11040000000000001 0.062655000000000016 1.0000000180025095e-35 -0.49405499999999997 -0.077384999999999995 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.090369999999999992 0.079595000000000013 -0.091904999999999987 0.095330000000000012 0.077655000000000016 -0.23091999999999999 0.087380000000000013 -0.063424999999999981 0.053180000000000012 -0.084269999999999984
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 9 -8 -9 -7 11 17 13 -12 15 -15 -17 -10
right_child=1 -3 -4 -5 5 6 7 8 10 -11 12 -13 -14 14 -16 16 -18 -19
leaf_value=-0.0011048372951559544 -0.00080024377615320363 0.00093567403285394694 -0.00087030736939945554 0.00074813694109660575 0.00071797827071252084 -0.0012724809388396866 -0.00084179987863979575 -0.00082524948327096568 0.00085073849199733575 -0.00011050494113539189 0.00051528490180337456 2.0138005000032868e-05 0.00061312222283962014 0.00077579348246953946 -0.0011219237551498477 -0.00084634102146795807 0.00041110489708784544 0.0013762131244367049
leaf_weight=0.001166048124223675 0.0013960493845065437 0.0011863628161732356 0.0010605599731885454 0.0017287141854101231 0.0016193994029029086 0.0013701893993078749 0.0014023675977475137 0.0013338161737086471 0.0010182615125791106 0.0012118951365107378 0.0016279133769181407 0.0012030389343919978 0.0017805143043203575 0.0010360685673376224 0.0010602421442521548 0.0014086797635401698 0.0016866207823168222 0.0010154594236126925
leaf_count=491 138 30 90 243 297 399 116 80 70 164 34 38 332 24 53 359 138 25
internal_value=0 2.90349e-05 -1.78124e-05 2.34732e-05 -3.86341e-05 1.79984e-05 -4.80781e-05 7.22348e-05 0.000169558 -0.00072711 0.000281657 0.000706877 0.000121619 -6.70748e-06 -0.000170387 7.38084e-05 -0.000161162 0.00111311
internal_weight=0 0.0241462 0.0229598 0.0218992 0.0201705 0.0187745 0.0171551 0.014573 0.0131706 0.00258208 0.0118368 0.00323676 0.00860004 0.00681952 0.00519161 0.00413137 0.0030953 0.00203372
internal_count=3121 2630 2600 2510 2267 2129 1832 1269 1153 563 1073 133 940 608 574 521 497 95
is_linear=0
shrinkage=0.00160853


Tree=2127
num_leaves=19
num_cat=0
split_feature=14 1374 457 124 123 484 4 151 13 132 15 47 16 42 16 0 4 42
split_gain=0.00064315 0.000394234 0.000420565 0.000383589 0.000301254 0.000336721 0.000353531 0.000277796 0.000267712 0.000328562 0.000336091 0.000262232 0.000310296 0.000254302 0.000209127 0.000328304 0.00013651 0.000125706
threshold=0.076175000000000007 -0.094929999999999987 0.085360000000000005 0.11040000000000001 1.0000000180025095e-35 -1.0000000180025095e-35 -0.49405499999999997 -0.090369999999999992 -0.094514999999999988 0.081465000000000024 -0.094549999999999981 0.092530000000000015 -0.059624999999999991 0.08623500000000002 -0.084119999999999986 -0.053834999999999994 -0.017809999999999996 0.083995000000000014
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 13 10 11 12 -10 16 -12 17 -9 -16
right_child=-2 2 -4 -5 -6 6 7 8 9 -11 14 -13 -14 -15 15 -17 -18 -19
leaf_value=-0.00083027711245679293 -0.001078289461078388 -0.00089100445825046138 0.00074673290834932637 0.00082845508559302797 0.0005826071491681189 -0.00074792830784952346 -0.00057994886501319405 0.00044377645482256102 0.001096936510346829 0.00064595864863117099 -0.00076330814396526579 -0.00035763025524000063 2.533055651816048e-05 0.00090338240128137357 -0.00017364742798372591 -0.00077416036108482206 -0.00022850945070909798 0.00047843376823676864
leaf_weight=0.0010482602760202289 0.0011371313753515402 0.0010195907621698098 0.0018632445394117228 0.0011875237462681812 0.0015959144613098995 0.001338442220158032 0.0014311462981716474 0.0014136994094542388 0.0010389101682360541 0.0013239945019367658 0.0017892158190853918 0.0011027156193915699 0.0012803702559931966 0.0014365096988249448 0.0012868130832141209 0.0012308047035856397 0.0011730088915400333 0.0012246883591286797
leaf_count=53 101 453 147 28 223 110 86 58 110 181 401 57 60 92 340 119 91 411
internal_value=0 4.3262e-05 8.35361e-05 2.43363e-05 -2.41712e-05 -7.77019e-05 -2.91243e-05 3.20304e-05 9.32743e-05 -3.14425e-05 -0.000131613 0.000227261 0.000505351 0.000411869 -0.000353625 -0.000157753 0.000138911 0.000144328
internal_weight=0 0.0237849 0.0227366 0.0208733 0.0196858 0.0180899 0.0170703 0.0157319 0.0143007 0.0102775 0.00895352 0.003422 0.00231928 0.00402322 0.00553152 0.00374231 0.00258671 0.0025115
internal_count=3121 3020 2967 2820 2792 2569 2116 2006 1920 1679 1498 227 170 241 1271 870 149 751
is_linear=0
shrinkage=0.00145689


Tree=2128
num_leaves=13
num_cat=0
split_feature=40 42 39 3 457 151 160 12 1 13 4 2
split_gain=7.54503e-05 0.000285632 0.000242532 0.000133756 0.000145252 0.000117462 0.000200753 0.000165794 0.000183228 0.000154026 0.000149011 1.85621e-05
threshold=0.051255000000000002 -0.098769999999999983 0.084405000000000008 0.13524500000000003 0.088350000000000026 -0.0077149999999999988 -1.0000000180025095e-35 0.092355000000000007 0.094825000000000007 -0.07692499999999998 0.09173000000000002 0.11362000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7 8 9 -8 -9 -5
right_child=-2 2 -4 11 -6 6 7 10 -10 -11 -12 -13
leaf_value=-0.0039809458061859405 0.0019433578177607399 -0.0025011074427634039 0.0036564845068955843 0.0022495618418854261 0.001608850722702157 -0.0026040373166752832 0.0019457637360790383 -0.0032531165727240916 0.0034086179636864831 -0.0017178252172940646 0.00065446562292659888 0.00084693028795633908
leaf_weight=0.0010204852062040996 0.0010134388711587538 0.0018703213022179853 0.001001042175279048 0.0010917438517407127 0.0016029653354312509 0.0018090477169508973 0.0012004396721958695 0.0011587495567361231 0.001327016011107407 0.0013732682942204106 0.0010278767584171178 0.0010173483303250741
leaf_count=213 72 289 261 46 112 621 313 492 97 397 86 122
internal_value=0 -0.00016072 0.000108515 -0.000154985 -0.000475526 -0.000817625 -0.000418879 0.000230509 0.00115364 -9.03868e-06 -0.00141626 0.00157298
internal_weight=0 0.0155003 0.0144798 0.0134788 0.0113697 0.00976672 0.0078964 0.00608735 0.00390072 0.00257371 0.00218663 0.00210909
internal_count=3121 3049 2836 2575 2407 2295 2006 1385 807 710 578 168
is_linear=0
shrinkage=0.00747098


Tree=2129
num_leaves=13
num_cat=0
split_feature=484 1 42 3 52 4 2 2 0 49 4 0
split_gain=6.62765e-05 7.80934e-05 0.000170874 9.00847e-05 0.000115524 0.000148611 0.000156342 0.000195455 0.000152036 0.000127559 8.8358e-05 7.43111e-05
threshold=-0.0068949999999999992 0.12811000000000003 0.091735000000000025 -0.15121499999999996 0.11434500000000002 -0.083854999999999985 0.088930000000000023 0.091545000000000015 -0.10151999999999999 -0.043469999999999995 -0.35136499999999998 -0.053834999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 10 8 -8 -7 -9 -5 -3
right_child=1 11 -4 4 -6 6 7 9 -10 -11 -12 -13
leaf_value=-0.0015080312027974019 0.0018993199716656004 0.0023652899062541121 -0.0019223465898537805 0.00038328061479675051 -0.0020004014462792138 -0.00015922437503945082 0.0027310215044530719 0.0014484516976360914 -0.0031830862765908456 -0.0013166889318719549 0.002694897822164036 5.0801224053515551e-05
leaf_weight=0.0010973538021780997 0.0010783638718464559 0.0010594615584316042 0.0017421543552798126 0.0013492462116433401 0.0010165073909944007 0.0015220377410963297 0.0011135451033729149 0.0010001218392718947 0.0011338689951403778 0.001872896464526895 0.0012401440800801381 0.0011102059991047507
leaf_count=503 160 133 485 85 230 75 121 85 544 311 279 110
internal_value=0 8.26469e-05 -9.96959e-05 0.000180644 -1.99832e-07 0.00022004 -0.000275173 0.000507636 -0.00145018 -0.00035412 0.00149039 0.00118098
internal_weight=0 0.0152386 0.0130689 0.0113267 0.0102484 0.00923186 0.00664247 0.00398656 0.00265591 0.00287302 0.00258939 0.00216967
internal_count=3121 2618 2375 1890 1730 1500 1136 517 619 396 364 243
is_linear=0
shrinkage=0.00625138


Tree=2130
num_leaves=16
num_cat=0
split_feature=14 124 123 4 47 14 484 0 2 3 457 3 42 3 12
split_gain=0.000310239 0.000251261 0.000364848 0.000302925 0.00033734 0.000274501 0.000247973 0.000199895 0.00028016 0.000230845 0.000165292 0.000160545 0.000178645 0.000198928 0.000171962
threshold=0.062655000000000016 0.11040000000000001 1.0000000180025095e-35 -0.49405499999999997 0.13148500000000005 -0.10708499999999999 0.084040000000000017 -0.10607499999999999 0.084515000000000021 0.090900000000000009 0.045365000000000009 -0.12018999999999998 0.083995000000000014 -1.0000000180025095e-35 0.088615000000000013
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 -7 -10 -11 -9 13 -13 -14
right_child=-2 -3 -4 4 -6 6 -8 11 9 10 -12 12 14 -15 -16
leaf_value=-0.00077718062759946787 -0.00080882407413844059 0.00074220103020256945 0.00065732994656256922 -0.00053545039507619586 -0.00083048678107869051 0.00090805997950068717 0.00063791874879400154 0.00030564015374173189 -0.00036089325617512228 3.2467477553663781e-05 0.00074834527616512319 -0.0009374686693291983 0.00046890833382821299 -0.00016887704263695959 -0.00027590203275160147
leaf_weight=0.0012692574867577159 0.001051201065049078 0.0010082625163089212 0.0016272336292681667 0.0017141139751737358 0.0010785656084119069 0.0010960211626895831 0.0016382833376197706 0.0014475521413239746 0.0017123034917711499 0.0017418951959129458 0.0012049297384431057 0.0012992460972615664 0.0011356877937604912 0.0017389271182919443 0.0017231952080731423
leaf_count=140 104 30 245 100 52 46 283 102 129 75 46 755 385 57 572
internal_value=0 1.80295e-05 -1.77148e-05 -7.61433e-05 -2.53869e-05 2.73936e-05 9.28554e-05 2.46887e-05 0.000232062 7.30393e-05 0.000325183 -0.000137807 -0.00024666 -0.000497558 1.9973e-05
internal_weight=0 0.0214355 0.0204272 0.0188 0.0175307 0.0164522 0.014738 0.0130998 0.00575515 0.00465913 0.00294682 0.00734461 0.00589706 0.00303817 0.00285888
internal_count=3121 3017 2987 2742 2602 2550 2450 2167 296 250 121 1871 1769 812 957
is_linear=0
shrinkage=0.00148603


Tree=2131
num_leaves=12
num_cat=0
split_feature=1 15 47 52 3 52 52 43 16 43 52
split_gain=6.99843e-05 0.000162595 0.000169151 0.000154345 0.000151241 0.000139315 0.000112115 0.000142677 0.000106722 9.13727e-05 4.99255e-05
threshold=0.104035 -0.016799999999999995 0.13148500000000005 0.11434500000000002 0.090900000000000009 -0.013374999999999998 -0.0027449999999999996 -0.072864999999999985 -0.48836499999999994 -0.0037449999999999996 -0.066844999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 4 6 -2 7 -1 -7 -8 -6
right_child=1 -3 -4 -5 10 8 9 -9 -10 -11 -12
leaf_value=-0.00019553393968475339 0.0023301348554588598 0.0025039507022502276 -0.002905086330695078 -0.0032873792770372313 0.00050526371857937714 0.0011924912309977636 -0.0010710123196236369 -0.0039641935350081267 -0.002182496763370111 0.0013097185027732853 0.0029249146487354024
leaf_weight=0.0012543750878650228 0.0016130608394325022 0.001897346352091934 0.0010720269604909127 0.0010402458605407424 0.0010298721630728203 0.0010348832489696543 0.0019660898592751361 0.0011758588135566683 0.0012495327038541618 0.0019301769583060114 0.0010309125188321389
leaf_count=537 199 154 53 373 69 141 672 308 144 435 36
internal_value=0 0.000568262 -0.00017078 -0.000463357 -0.000113104 0.000581309 -0.000708816 -0.00201898 -0.000653564 0.000108381 0.0017157
internal_weight=0 0.00686685 0.0049695 0.00942753 0.00838729 0.00389748 0.0063265 0.00243023 0.00228442 0.00389627 0.00206078
internal_count=3121 691 537 2430 2057 484 1952 845 285 1107 105
is_linear=0
shrinkage=0.00777281


Tree=2132
num_leaves=20
num_cat=0
split_feature=1213 14 124 123 484 4 453 4 12 160 13 47 3 49 16 12 2 1 1
split_gain=0.000579117 0.000458164 0.00031952 0.00033481 0.000409942 0.000356375 0.000304786 0.000310202 0.000393483 0.000389026 0.000329066 0.000275205 0.000263585 0.000260535 0.000472559 0.000398524 0.000250973 0.000161753 0.000124897
threshold=-1.0000000180025095e-35 0.076175000000000007 0.11040000000000001 1.0000000180025095e-35 -0.0068949999999999992 -0.49405499999999997 1.0000000180025095e-35 0.27044500000000005 -0.015429999999999998 -0.089744999999999978 -0.084034999999999985 0.11518500000000002 0.097915000000000016 -0.081604999999999997 -0.094359999999999986 0.085885000000000017 0.084055000000000005 0.111945 0.091535000000000019
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 8 -7 -10 12 13 16 -12 -15 18 -11 -9 -16
right_child=1 -3 -4 -5 5 6 -8 17 9 10 11 -13 -14 14 15 -17 -18 -19 -20
leaf_value=-0.0010908546300651316 -0.00088633898583830278 -0.0010044206220757076 0.00090237672196640418 0.00072357564793521087 -0.00075482565130966124 -0.00084430783534607365 -0.0007016150784178621 0.00029304926381475393 -0.00079239150546954462 0.00086317573325952036 0.00044808617136596752 0.00080555303534118189 0.001271449378892458 -0.0011621274408640313 0.00082729991186527652 -0.0006597551250686857 -0.00019254074436014521 0.0010955318182209904 8.7791445039582335e-05
leaf_weight=0.0012007657052305739 0.0012734443748591033 0.0010128906321311684 0.0011162312220114315 0.0016256690246150207 0.0013024604524479481 0.001094565379833763 0.0010971320157771016 0.001344292304097384 0.001010969231341966 0.001110644138464064 0.0017615670364330453 0.0010317420671404065 0.001107139421914205 0.0011119381519227832 0.0010104820188806653 0.001379620754231016 0.0011295128883177519 0.0011668445479554729 0.0012969295339502196
leaf_count=491 450 87 30 243 116 62 60 71 283 35 64 31 48 91 66 563 137 154 39
internal_value=0 3.25596e-05 8.03653e-05 3.63683e-05 -2.17291e-05 3.95898e-05 0.000101721 0.000158378 6.06744e-05 0.000143563 0.000230058 4.84521e-05 0.000641973 -7.06132e-05 -0.000261013 1.07455e-05 0.000330871 0.000665937 0.000411644
internal_weight=0 0.0229841 0.0219712 0.020855 0.0192293 0.0179558 0.0166534 0.0155562 0.0130451 0.0119505 0.0109396 0.00759228 0.0033473 0.00656054 0.00479897 0.00368703 0.00224016 0.00251114 0.00230741
internal_count=3121 2630 2543 2513 2270 1820 1704 1644 1419 1357 1074 854 220 823 759 668 172 225 105
is_linear=0
shrinkage=0.00157699


Tree=2133
num_leaves=18
num_cat=0
split_feature=14 124 123 12 48 39 2 52 13 159 484 4 3 15 133 52 47
split_gain=0.000293872 0.000237652 0.000310217 0.000249841 0.000290013 0.000285203 0.000303386 0.000305597 0.000269544 0.000307728 0.00017582 0.000185486 0.000228863 0.000222529 8.69071e-05 0.000130502 1.55095e-05
threshold=0.062655000000000016 0.10195500000000002 1.0000000180025095e-35 0.11650500000000001 0.12649500000000002 0.088025000000000006 0.116525 0.11434500000000002 -0.17933499999999997 0.091530000000000014 0.073690000000000019 0.0061450000000000003 -0.078724999999999976 -0.095869999999999983 0.084415000000000018 0.0046550000000000003 0.096475000000000019
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 7 8 -1 10 11 12 14 16 15 -10 -13
right_child=-2 -3 -4 -5 -6 -7 -8 -9 9 -11 -12 13 -14 -15 -16 -17 -18
leaf_value=0.00091094924537086185 -0.00086704986381663969 0.00080026048965807744 0.00067958937100998985 -0.00079214470844842747 -0.00073400108290859456 -0.0007831667438113251 0.00079823206358617936 -0.0006871286610123608 -0.00012146093546161035 -0.00079277278280713429 0.00072142593785774767 -0.00020713227430780638 -0.00072135488998372507 0.0007009490139604016 -0.00032149094116865019 0.00067713069634542063 7.3594222439076029e-05
leaf_weight=0.0010239215786771423 0.0010441809536034788 0.001012307806018741 0.001598475595133343 0.0012172687645419815 0.0014210384403034728 0.0010605295399268499 0.0014962922794010689 0.0014680688659771445 0.0011938813181834656 0.0010992627667192343 0.0011632027086694316 0.0010670318313538429 0.0014480669418793111 0.0019433797948771089 0.0010749317084145643 0.0010226952505314052 0.001052150812282826
leaf_count=49 104 42 234 132 65 84 198 357 354 175 191 76 232 133 329 337 29
internal_value=0 2.43692e-05 -1.4227e-05 -7.33708e-05 -2.34724e-05 3.91889e-05 9.71268e-05 1.97432e-05 0.000105588 3.10596e-05 0.000121935 4.27127e-05 -0.000177793 0.000299965 6.1342e-05 0.000246997 -6.77547e-05
internal_weight=0 0.0213625 0.0203502 0.0187517 0.0175345 0.0161134 0.0150529 0.0135566 0.0120885 0.0110646 0.00996534 0.00880214 0.00473958 0.00406256 0.00329151 0.00221658 0.00211918
internal_count=3121 3017 2975 2741 2609 2544 2460 2262 1905 1856 1681 1490 1252 238 1020 691 105
is_linear=0
shrinkage=0.0016407


Tree=2134
num_leaves=19
num_cat=0
split_feature=1213 14 453 148 11 4 160 1374 15 0 133 47 43 43 13 52 15 1
split_gain=0.000478015 0.000272176 0.000227626 0.000254056 0.000313771 0.000379353 0.000214646 0.00023612 0.000199756 0.00031448 0.000313894 0.000215481 0.000306886 0.000681713 0.000205308 0.000203028 0.00015424 0.000147283
threshold=-1.0000000180025095e-35 0.062655000000000016 1.0000000180025095e-35 -1.0000000180025095e-35 0.088215000000000002 0.27287000000000006 -0.22361499999999998 -0.08070999999999999 -0.11713499999999999 -0.10607499999999999 -0.085499999999999979 0.092165000000000011 -0.053764999999999993 0.093175000000000022 -0.096404999999999991 0.096795000000000006 0.013270000000000002 0.093575000000000019
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 17 -11 12 15 14 -14 16 -12 -10
right_child=1 -3 -4 4 -6 -7 7 8 9 10 11 -13 13 -15 -16 -17 -18 -19
leaf_value=-0.001030674297375827 0.00081794833283197681 -0.00076149745272712259 -0.00058440185003681385 -0.00064787125804539154 -0.00075829849274418294 0.0007961926937386203 -0.00062418851733372113 -0.00050075453362143617 0.00030516290189191357 0.00088321078028501775 -0.00057845029105692736 0.00041619493360603286 -0.00055812115355465951 0.00039099334667761317 -0.0015465066261295642 0.00070850073923803974 0.00022326109163733578 0.00096365242071069833
leaf_weight=0.0010873271404708623 0.0012047092627719821 0.001009040282126227 0.0012252452796919213 0.0010439119544474315 0.0010704747377783255 0.0018554169324054874 0.0010699429467377905 0.0011059134204223177 0.0018169361964608345 0.0010241789857963922 0.0010010368723512349 0.0020144039924065993 0.001016526950795793 0.0012907912463493432 0.0010757404926024297 0.0011200465680845095 0.0014777804834789077 0.00157865485286246
leaf_count=491 134 90 79 231 97 246 53 154 74 205 439 108 26 31 386 77 128 72
internal_value=0 3.93627e-05 7.61084e-05 0.000115079 7.17931e-05 0.000119848 4.44142e-05 9.07641e-05 0.00014344 0.000196542 5.59943e-05 -3.81795e-05 -0.000169274 -0.000510276 -0.0010663 0.00015128 -0.000100499 0.000611303
internal_weight=0 0.0230008 0.0219917 0.0207665 0.0195618 0.0184913 0.0166359 0.015592 0.014522 0.0134161 0.0100205 0.00899633 0.00698192 0.00338306 0.00209227 0.00359886 0.00247882 0.00339559
internal_count=3121 2630 2540 2461 2327 2230 1984 1753 1700 1546 1400 1195 1087 443 412 644 567 146
is_linear=0
shrinkage=0.00157699


Tree=2135
num_leaves=17
num_cat=0
split_feature=14 124 123 4 47 484 52 0 157 13 2 0 3 42 1 1
split_gain=0.000485303 0.000262094 0.000320595 0.000280048 0.000289061 0.000248414 0.000212637 0.000341824 0.000240448 0.000226496 0.000243205 0.000276282 0.000261261 0.000198196 0.000165171 0.000150333
threshold=0.076175000000000007 0.10281000000000001 1.0000000180025095e-35 -0.49405499999999997 0.13148500000000005 -0.0068949999999999992 0.11434500000000002 -0.010949999999999998 -0.08107499999999998 -0.094514999999999988 0.11215000000000001 -0.23051499999999997 -0.082094999999999987 0.08623500000000002 0.089875000000000024 0.095285000000000022
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 -7 13 11 -11 14 -10 -13 -14
right_child=-2 -3 -4 4 -6 6 -8 -9 9 10 -12 12 15 -15 -16 -17
leaf_value=-0.0008060879379573789 -0.0011168555931559423 0.00085246854612503365 0.00070446602143456739 -0.00072480669778183843 -0.00083134054509403747 0.00081625240931570704 -0.0004663285993594353 0.00084226332766891164 -1.9581497534869899e-05 0.00071840671292728827 -0.00077637791725298274 -0.00014980700725172706 -0.00087627502076490155 0.00083492542709377629 0.00068962311136567807 -0.00014892286150704209
leaf_weight=0.0012762993285277786 0.0010306569651513655 0.0010079057952251383 0.0015840806390582862 0.0010600391746265507 0.001083096317216147 0.0010460449297187016 0.0016197025784839081 0.0017385685752592745 0.0015454787006674549 0.0011362148057862936 0.001375492964335423 0.0014390858215002061 0.0014452715190972597 0.0013858826163370974 0.0011236881647632146 0.0016249533762719426
leaf_count=140 101 39 236 435 52 159 343 105 122 37 138 575 392 71 90 86
internal_value=0 3.56664e-05 -4.52415e-06 -6.39479e-05 -1.02019e-05 4.35677e-05 9.61831e-05 0.000161916 6.43397e-05 -6.67241e-06 -0.000147427 -1.96252e-05 -0.000168491 0.00038441 0.000218254 -0.000491315
internal_weight=0 0.0214918 0.0204839 0.0188998 0.0176235 0.0165404 0.0154804 0.0138607 0.0121221 0.0110761 0.00814471 0.00676921 0.005633 0.00293136 0.00256277 0.00307022
internal_count=3121 3020 2981 2745 2605 2553 2118 1775 1670 1511 1318 1180 1143 193 665 478
is_linear=0
shrinkage=0.0016407


Tree=2136
num_leaves=19
num_cat=0
split_feature=1213 14 453 1374 13 13 4 52 157 16 16 12 12 13 15 13 0 43
split_gain=0.000578886 0.000288107 0.000313235 0.000347665 0.000352957 0.000567766 0.000270498 0.000358142 0.000270745 0.00038795 0.000309834 0.000279407 0.000326387 0.000228708 0.000214949 0.000201791 0.000174537 0.000135682
threshold=-1.0000000180025095e-35 0.062655000000000016 1.0000000180025095e-35 -0.094929999999999987 -0.53104499999999988 -0.47860499999999995 -0.27825499999999997 0.10024500000000001 -0.063304999999999986 -0.056919999999999991 -0.0048099999999999992 0.090840000000000018 0.10097500000000002 -0.020934999999999999 -0.016799999999999995 -0.0018299999999999998 -0.17169499999999996 -0.0037449999999999996
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 -7 -8 11 -11 13 -13 17 15 -12 -15 -10
right_child=1 -3 -4 4 5 6 8 -9 9 10 14 12 -14 16 -16 -17 -18 -19
leaf_value=-0.0010691178985956316 -0.00073756406216556459 -0.00074313582015222773 -0.00065947699971684369 -0.00071689467836066423 0.001289100267646115 -0.00072101224074785735 0.00081458991591739738 0.00029516936905670275 0.00057825683313147578 -0.00092476361471311678 0.0002263023291800838 -0.00056625546060644274 0.00043869510801824773 0.0006840651340082834 0.00040879453484934952 -0.00066428698056868369 -4.9911891480095843e-05 0.0013302178558731838
leaf_weight=0.0011429152835448477 0.0010450977894880245 0.0010438313408878122 0.0012714499407676652 0.0010047710792613308 0.0010487200848574496 0.0017453252997943142 0.0016115358756344468 0.001466256744702063 0.0011290717509752531 0.0010010978130725809 0.0010193624656641611 0.0013294425470078697 0.0016818035676004414 0.0014289983936050243 0.0018034909171387404 0.00137025293086631 0.0015536189208122395 0.0010773386563922007
leaf_count=491 53 90 79 33 48 190 324 40 248 285 187 227 162 60 158 89 247 110
internal_value=0 3.54014e-05 7.13795e-05 0.000114973 0.000158927 0.000204602 0.000142171 -0.000257072 0.000227617 0.000156997 -0.000167124 0.000362301 -4.98302e-06 0.00057544 1.37607e-05 -0.000284379 0.000301743 0.000945422
internal_weight=0 0.0236315 0.0225876 0.0213162 0.0202711 0.0192663 0.0182176 0.00321158 0.015006 0.0133945 0.0051942 0.00820027 0.00301125 0.00518903 0.00419311 0.00238962 0.00298262 0.00220641
internal_count=3121 2630 2540 2461 2408 2375 2327 230 2097 1773 719 1054 389 665 434 276 307 358
is_linear=0
shrinkage=0.00151575


Tree=2137
num_leaves=13
num_cat=0
split_feature=40 42 39 48 48 47 4 2 3 151 3 3
split_gain=7.34312e-05 0.000254457 0.000224011 0.00014387 0.000183958 0.00022674 0.000161452 0.00025128 0.000146684 0.000118756 0.000299416 8.22172e-05
threshold=0.05433000000000001 -0.098769999999999983 0.084405000000000008 0.12649500000000002 0.093265000000000015 0.092530000000000015 0.053180000000000012 0.11093500000000002 0.10732000000000001 -0.0067699999999999991 -0.077644999999999978 -0.12711499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 8 -8 9 -3 11 -11
right_child=-2 2 -4 -5 -6 -7 7 -9 -10 10 -12 -13
leaf_value=-0.0041025319764489455 0.0021259325907748206 0.00083524579638164691 0.0038403374680301499 -0.0030159671779637917 0.0026505650405553366 -0.0038640538755753007 0.0038817474210191701 -0.0012906922997997772 0.0016939035096219086 -0.0021365429408975248 -0.0053243539239417395 0.00069861073935779039
leaf_weight=0.0010455342792307825 0.0010076918648528324 0.001466786569521707 0.0010188149786315428 0.0011097026345747172 0.0016485160823202375 0.0010960018841342243 0.0016056416825013884 0.001061505969169721 0.0015435401932308856 0.0011705615033523759 0.0012203662751307867 0.0017163477276517496
leaf_count=214 69 238 263 72 197 144 209 147 66 161 387 954
internal_value=0 -0.000171065 0.000109365 -0.000169334 8.27889e-05 -0.000306249 9.22656e-05 0.00182315 -0.000556342 -0.00117947 -0.00189896 -0.000450965
internal_weight=0 0.0157033 0.0146578 0.013639 0.0125293 0.0108808 0.00978475 0.00266715 0.0071176 0.00557406 0.00410728 0.00288691
internal_count=3121 3052 2838 2575 2503 2306 2162 356 1806 1740 1502 1115
is_linear=0
shrinkage=0.00824856


Tree=2138
num_leaves=14
num_cat=0
split_feature=43 15 48 2 14 15 403 160 16 4 4 52 0
split_gain=7.70341e-05 0.000112407 9.71548e-05 0.000141242 0.000157714 0.000232865 0.000106049 0.000134061 0.000141033 0.000133872 0.000114904 8.07699e-05 6.65584e-06
threshold=0.21122500000000002 0.091650000000000023 0.12879500000000002 0.098035000000000011 -0.10708499999999999 -0.022504999999999997 0.03138500000000001 -0.079874999999999988 -0.15241499999999997 0.0061450000000000003 -0.083854999999999985 0.096795000000000006 -0.055064999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 -6 7 -1 -9 10 -10 -7 -11
right_child=-2 -3 -4 4 5 11 -8 8 9 12 -12 -13 -14
leaf_value=-0.0028855140038482456 -0.0021534979435887682 -0.0019789592746506531 -0.0020221603528371816 -0.0012160785095717205 0.00478639452564876 -0.00060082185582187818 0.0022783755967838814 0.0021449159112670179 0.00013737034925324123 0.0012985820968801885 -0.0033411905552134906 0.0023376656478189929 0.00038585839290257543
leaf_weight=0.0011962612300136536 0.0010075080187329421 0.0014673704866647154 0.0010254840145499525 0.0010015699048492033 0.0014766371193939351 0.0012579057381587608 0.001012141596554183 0.0014796566108246211 0.0010114334824140227 0.0010020080684727539 0.0014563306591958529 0.0011040146465730039 0.0010068203839746076
leaf_count=370 198 456 69 92 413 148 219 126 285 88 601 30 26
internal_value=0 0.000108917 0.00032728 0.000512543 0.00158566 0.00231671 -0.000123619 -0.000463522 2.2914e-05 -0.000678475 -0.00191547 0.000772693 0.000841127
internal_weight=0 0.0154976 0.0140303 0.0130048 0.00484013 0.00383856 0.00816465 0.00715251 0.00595625 0.00447659 0.00246776 0.00236192 0.00200883
internal_count=3121 2923 2467 2398 683 591 1715 1496 1126 1000 886 178 114
is_linear=0
shrinkage=0.00792826


Tree=2139
num_leaves=18
num_cat=0
split_feature=1213 14 124 123 484 4 12 453 13 12 150 12 13 43 4 15 4
split_gain=0.000454909 0.000325316 0.000267369 0.000377217 0.000292832 0.000280715 0.000276204 0.00034939 0.000205565 0.000254629 0.000345609 0.000257703 0.000176389 0.000234712 0.000277119 0.000154253 0.000105701
threshold=-1.0000000180025095e-35 0.062655000000000016 0.10281000000000001 1.0000000180025095e-35 -0.0068949999999999992 -0.49405499999999997 -1.0000000180025095e-35 1.0000000180025095e-35 -0.23438999999999996 0.092355000000000007 0.088040000000000021 0.10097500000000002 -0.091904999999999987 -0.084004999999999982 -0.031404999999999995 -0.098289999999999975 0.24564500000000003
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 8 -8 10 12 -11 -10 -14 -15 -16 -13
right_child=1 -3 -4 -5 5 6 7 -9 9 11 -12 16 13 14 15 -17 -18
leaf_value=-0.00095515510865090518 -0.00073202498794148856 -0.00078661361353162267 0.00080997496252898098 0.00073548875154419544 -0.00064088568653828824 -0.00053419473940408634 0.00077928884851316321 -0.00067510804922397765 0.00098341045726700691 -0.00068692299409067032 -0.00028278036046545702 -0.00015684084844186158 0.00086703470102686376 -0.00046362100575095906 6.3282049209101375e-05 0.00074097056033213516 0.00047463661949993075
leaf_weight=0.0010744593836665975 0.0012024791354897082 0.001015288695920157 0.0010379912391445525 0.001571225123832432 0.0012882990768653914 0.0014674122501791799 0.0012579478694962837 0.0010695675306275918 0.0011306874298168089 0.0013716620541683331 0.0018165158934361769 0.0013247656582700343 0.0013884018489152272 0.0011368937585025489 0.0014961601324912088 0.0014708591110348598 0.0010487445646090165
leaf_count=491 449 90 39 234 116 150 68 58 52 307 159 196 155 293 79 137 48
internal_value=0 3.50057e-05 7.45786e-05 3.64911e-05 -2.29707e-05 2.64054e-05 8.02034e-05 0.000142329 0.000207368 0.000148323 0.000291427 -0.000174152 0.000448917 0.000338882 0.000160202 0.000399237 0.00012218
internal_weight=0 0.0220949 0.0210796 0.0200416 0.0184704 0.0172679 0.0159796 0.0145122 0.0134426 0.0121847 0.00843952 0.00374517 0.006623 0.00549231 0.00410391 0.00296702 0.00237351
internal_count=3121 2630 2540 2501 2267 1818 1702 1552 1494 1426 875 551 716 664 509 216 244
is_linear=0
shrinkage=0.00148603


Tree=2140
num_leaves=12
num_cat=0
split_feature=1 123 48 50 484 42 3 0 15 4 2
split_gain=7.71307e-05 9.61536e-05 0.000173354 0.000109858 0.000119619 0.000121341 0.000159478 0.000210115 0.000207486 0.000237983 4.94015e-05
threshold=0.14000500000000002 1.0000000180025095e-35 0.11951500000000001 0.088425000000000017 0.084040000000000017 -1.0000000180025095e-35 -0.10831999999999999 -0.053834999999999994 -0.095869999999999983 0.0052350000000000009 0.10060500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 10 8 -8 -10 -7
right_child=-2 -3 -4 -5 -6 6 7 -9 9 -11 -12
leaf_value=-0.0023035197690677153 0.0017052973157014593 0.0016833833745831682 -0.0030818086312597664 -0.0020157393373058836 0.0018874391638036539 0.00076495341596403955 -0.0017747285716060031 -0.0029107905256379077 -0.00079881401729385354 0.0028511479273489598 0.0029080132393313699
leaf_weight=0.001169280152243578 0.0011866749519993973 0.0012871566925786978 0.0010476427062653124 0.0013364961281886684 0.0016243532081448029 0.0011215666708092225 0.0017615310596958466 0.0013462882669504957 0.0016343392862152809 0.0019319592693055835 0.0010161189884964061
leaf_count=631 124 236 75 500 266 106 151 154 574 197 107
internal_value=0 -0.000157945 -0.000327362 -0.000104391 0.000115722 -0.000172613 0.000110148 -0.000425859 0.000202058 0.00117847 0.00178363
internal_weight=0 0.0152767 0.0139896 0.0129419 0.0116054 0.00998108 0.0088118 0.00667412 0.00532783 0.0035663 0.00213769
internal_count=3121 2997 2761 2686 2186 1920 1289 1076 922 771 213
is_linear=0
shrinkage=0.00704007


Tree=2141
num_leaves=17
num_cat=0
split_feature=1213 14 157 159 130 48 14 3 1 52 4 0 0 2 2 151
split_gain=0.000512151 0.000349099 0.000202932 0.000300192 0.000323545 0.000287347 0.00020233 0.000251194 0.000172766 0.000445849 0.000389536 0.000293721 0.000251495 0.000192315 0.000181276 0.00017994
threshold=-1.0000000180025095e-35 0.062655000000000016 -0.073574999999999988 0.10519500000000001 -0.0015749999999999998 0.12737000000000001 -0.10708499999999999 -0.15121499999999996 0.10920500000000001 0.11434500000000002 -0.033174999999999989 -0.10324499999999999 -0.10011499999999998 0.096540000000000015 0.089885000000000007 -0.0083949999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -6 -8 9 10 13 -10 14 -9 -12 -16
right_child=1 -3 3 -5 5 -7 7 8 11 -11 12 -13 -14 -15 15 -17
leaf_value=-0.0011896710882224753 0.00063477374709858248 -0.00091831005728922651 -0.00085515235552483611 -0.00086229569273215962 -0.00049149594120616812 -0.00068941383068222368 0.00097560730442225571 0.00026314716688655935 0.001019201873777562 -0.00098662539088071742 -0.00036194714109118479 2.3380632635739954e-05 -0.00080136497384085338 0.0010654158974286719 -0.00010399326244096732 0.00086708296643229577
leaf_weight=0.0010747345110877901 0.0018929578564826034 0.001092937649592284 0.0010350243298326281 0.0010623926988470025 0.0011602470364242131 0.0011592229554358282 0.0013633500171237123 0.0019496237078449226 0.001782392739639399 0.0010753626019646386 0.0015107224532677731 0.0018094256406951366 0.0012153803891449093 0.0016918140102870072 0.0010869114408467162 0.0012366009315702975
leaf_count=491 384 90 193 184 79 72 106 377 98 255 55 141 378 89 56 73
internal_value=0 4.10996e-05 9.09572e-05 3.71691e-05 9.00337e-05 0.000147442 0.000208524 0.000263694 0.000191036 7.09557e-05 0.000201812 0.000517544 -0.000111209 0.000635882 0.000107558 0.000412825
internal_weight=0 0.0221244 0.0210314 0.0191385 0.0180761 0.0170411 0.0158818 0.0147216 0.0133582 0.00976642 0.00869105 0.00359182 0.00504962 0.00364144 0.00383423 0.00232351
internal_count=3121 2630 2540 2156 1972 1779 1707 1628 1522 1283 1028 239 562 466 184 129
is_linear=0
shrinkage=0.00174112


Tree=2142
num_leaves=19
num_cat=0
split_feature=1213 14 453 148 484 4 160 50 484 12 3 133 12 1 43 13 0 48
split_gain=0.000482038 0.000289383 0.000295859 0.000297041 0.000282586 0.000295813 0.000254576 0.000427602 0.00026571 0.000205835 0.000295768 0.000255164 0.000296271 0.000424821 0.000413091 0.000381735 0.000268812 7.82699e-05
threshold=-1.0000000180025095e-35 0.062655000000000016 1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.40473500000000007 -0.090969999999999981 0.088280000000000011 0.079595000000000013 -0.029094999999999999 0.0051600000000000005 0.094195000000000015 0.092355000000000007 0.11588000000000001 -0.15582499999999996 -0.076384999999999995 -0.13843999999999998 0.092205000000000023
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 -6 8 9 10 -8 12 14 -14 -11 -16 17 -17
right_child=1 -3 -4 4 5 -7 7 -9 -10 11 -12 -13 13 -15 15 16 -18 -19
leaf_value=-0.0010912157800792273 0.00092718913005250883 -0.00081297245951457214 -0.00071352700620110141 -0.00066348817597483686 -0.00059550255155995041 0.0007527245471704631 0.0001257125609768045 0.0009974649745233329 0.00080488502604254223 0.0013098341819070308 -0.0011254745999815857 -0.00062232088938521748 -0.00087276173476657614 0.00039861522805063892 0.00082004630818706024 0.00055016335881830666 -0.00071949255270855282 -9.2494725861398357e-05
leaf_weight=0.0010586646646030947 0.0011795860799666122 0.0010190536989141954 0.0011901790907075096 0.0012875154002284775 0.001447959789639834 0.0018547463453756378 0.0010001733307646284 0.00137261592058291 0.0011081850034924132 0.0010335270087864492 0.0010347493908113847 0.0012846757719248434 0.0015097395948421091 0.0013313770180349849 0.0016389229528300216 0.0010197805680292023 0.0013291648197051127 0.0010207895838902914
leaf_count=491 134 90 79 449 293 236 141 162 141 16 25 205 195 40 135 36 237 16
internal_value=0 4.14552e-05 8.16843e-05 0.000127957 7.90434e-05 0.000132196 6.08501e-05 0.000125573 3.56651e-05 -3.41903e-05 -0.000510511 6.1136e-05 0.000159975 -0.000276981 0.000365438 0.000170564 -0.000145322 0.000228675
internal_weight=0 0.0226627 0.0216437 0.0204535 0.0192739 0.0179864 0.0161317 0.0146837 0.0133111 0.0122029 0.00203492 0.010168 0.0088833 0.00284112 0.00604218 0.00500866 0.00336973 0.00204057
internal_count=3121 2630 2540 2461 2327 1878 1642 1349 1187 1046 166 880 675 235 440 424 289 52
is_linear=0
shrinkage=0.0016407


Tree=2143
num_leaves=20
num_cat=0
split_feature=14 1213 157 453 159 130 403 0 16 51 40 1 47 4 12 4 16 1 0
split_gain=0.000645968 0.000447087 0.000249627 0.000316327 0.000324681 0.000316585 0.000262107 0.000330259 0.00032869 0.00035655 0.000547952 0.000297393 0.000296297 0.000294619 0.000282798 0.000201739 0.000336739 0.000204408 0.000157203
threshold=0.076175000000000007 -1.0000000180025095e-35 -0.073574999999999988 1.0000000180025095e-35 0.10519500000000001 -0.0015749999999999998 0.03138500000000001 0.18019500000000002 -0.062804999999999986 0.0053700000000000006 -1.0000000180025095e-35 0.10538500000000002 0.11069000000000002 0.40473500000000007 0.088485000000000022 0.033845000000000007 -0.50992999999999988 0.086560000000000012 -0.13027499999999997
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 18 4 5 -4 7 8 12 10 -10 14 13 15 -12 17 -17 -7 -3
right_child=-2 2 3 -5 -6 6 -8 -9 9 -11 11 -13 -14 -15 -16 16 -18 -19 -20
leaf_value=-0.00092898115317053241 -0.0011067416192934881 0.00095464837399160743 -0.00067126992021395414 -0.0007426036623508803 -0.00071372119120506996 0.00077077059217725628 0.00087492019346671341 0.00093225431398267166 -0.00098743630179277844 -0.00097571164982829272 -0.00056400448906097304 0.00064071625586522934 0.0010015182457626271 0.00086217861304072063 0.00032711228277828788 0.00034139850026830158 -0.00074964609193952779 -1.9636444162502503e-05 0.00014660436554037322
leaf_weight=0.0010250600704614149 0.0011566292993672169 0.0010855237296709674 0.0010610559500566453 0.0011232634828725043 0.001103996425969595 0.0011553278542378378 0.0010768903024432333 0.0010280415212103869 0.0010901267117658098 0.0010336113293118732 0.0015271778709347386 0.0018888600975976999 0.0010634027663179585 0.0010969448049932516 0.0016213732061700972 0.001083009207455965 0.0014761301639488397 0.0019286892437381242 0.001042064098663433
leaf_count=477 101 29 193 74 182 274 111 26 93 89 218 80 59 138 281 40 123 178 355
internal_value=0 3.0792e-05 7.45458e-05 2.39285e-05 6.86924e-05 0.000116334 0.000165292 0.000117509 6.15373e-05 -0.000168364 -3.21779e-05 0.000174546 0.000272514 0.000157497 -0.000105116 2.05174e-05 -0.000287924 0.000276464 0.000558879
internal_weight=0 0.0235105 0.0224855 0.0203579 0.0192346 0.0181306 0.0170696 0.0159927 0.0149647 0.00716115 0.00612754 0.00503741 0.0078035 0.0067401 0.00314855 0.00564316 0.00255914 0.00308402 0.00212759
internal_count=3121 3020 2543 2159 2085 1903 1710 1599 1573 761 672 579 812 753 499 615 163 452 384
is_linear=0
shrinkage=0.00148603


Tree=2144
num_leaves=19
num_cat=0
split_feature=1213 14 124 4 484 160 50 52 15 457 160 2 13 0 12 484 47 0
split_gain=0.000501252 0.000259068 0.000220732 0.000323789 0.000315438 0.000313998 0.000308513 0.000208342 0.000296192 0.000233573 0.000367763 0.000347256 0.000240259 0.000213908 0.000201626 0.000186597 0.000180665 9.38287e-05
threshold=-1.0000000180025095e-35 0.062655000000000016 0.11040000000000001 -0.49405499999999997 0.084040000000000017 -1.0000000180025095e-35 0.10030500000000002 -0.24164999999999998 -0.095869999999999983 0.088350000000000026 0.086075000000000013 0.10855000000000002 -0.084034999999999985 -0.20211999999999997 0.086850000000000024 0.096415000000000015 0.092710000000000015 -0.097024999999999986
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 17 7 -7 13 10 11 12 -10 -9 -14 -6 -15 -5
right_child=1 -3 -4 4 15 6 -8 8 9 -11 -12 -13 14 16 -16 -17 -18 -19
leaf_value=-0.001093386921513788 -0.00063667163645498247 -0.00074796584177944537 0.00080733947669602783 -0.00022048889731465294 0.0011476791118797791 -0.00056512707264283544 0.00090976044446815989 -0.00083212156209808131 0.0011313299772742987 0.0008394949638269347 -0.00067970930931739333 -0.00030375510878948741 0.00076244147369259176 0.00043539829215324971 -0.00023233406248039971 0.00020113275552647932 -0.00038521276992783959 -0.00090948959965263135
leaf_weight=0.0010517714272696215 0.0016577343248434058 0.0010214226125472283 0.001031055083834386 0.0010368397039315497 0.0010990717644170358 0.0013107285157385211 0.0011570155843476379 0.0011491909373120279 0.0014018962399512912 0.0016068520452180574 0.0011270040242225277 0.0015264362328706316 0.0010696398100373972 0.0012855423769070583 0.0010394778126916471 0.0010571878562135317 0.001508932652698261 0.0010090976530039075
leaf_count=491 153 90 30 93 151 196 138 33 97 87 143 92 115 218 315 164 74 441
internal_value=0 4.31766e-05 8.15225e-05 4.41842e-05 0.000105576 2.87753e-05 0.000113755 4.30498e-05 0.000111096 0.000293295 0.00015092 0.000336753 0.000615218 -0.000247943 0.000272167 0.000683599 -7.70705e-06 -0.000560318
internal_weight=0 0.0220951 0.0210737 0.0200426 0.0183849 0.0162287 0.0141827 0.0130257 0.011715 0.00777131 0.00616445 0.00503745 0.00351101 0.00394367 0.00210912 0.00215626 0.00279448 0.00204594
internal_count=3121 2630 2540 2510 2357 2042 1508 1370 1174 849 762 619 527 325 430 315 292 534
is_linear=0
shrinkage=0.00160853


Tree=2145
num_leaves=17
num_cat=0
split_feature=1213 14 124 123 4 157 484 12 13 3 52 160 52 16 0 4
split_gain=0.000516743 0.000330471 0.000219297 0.000282119 0.000332625 0.000313662 0.000376172 0.000281955 0.000315133 0.00025912 0.00021859 0.000261107 0.000187168 0.000152068 0.000351029 0.000233038
threshold=-1.0000000180025095e-35 0.062655000000000016 0.11040000000000001 1.0000000180025095e-35 -0.49405499999999997 -0.077384999999999995 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.094514999999999988 -0.078934999999999991 -0.081429999999999989 0.081905000000000019 -0.0027449999999999996 -0.36241499999999999 -0.10607499999999999 -0.083854999999999985
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 -9 11 -10 -12 -14 -15 -16
right_child=1 -3 -4 -5 5 6 7 8 10 -11 12 -13 13 14 15 -17
leaf_value=-0.0011985007455800538 -0.00084512718535057396 -0.00093223533308782133 0.0008754134484976364 0.00075519764463933994 0.00081089412889697148 -0.0010414658210881412 -0.00071897256576819901 -3.5924824561866388e-05 -0.00014760250674310097 0.00098968867016184297 -0.00072190315350189683 0.0010059476245885496 -0.00044936969887360371 0.0010358936167896395 0.00032406355351416086 -0.00065790214676862311
leaf_weight=0.0010673869103856306 0.0013468510972001217 0.0010055183977405449 0.0010240895423435639 0.0015767660742270302 0.001510976623810569 0.0010212839212604833 0.0013033286820985741 0.0011938481386323807 0.0011827815361317552 0.0019941760715848867 0.0015063320794728415 0.0011966717257021475 0.0018201609532050274 0.0010249068532655033 0.0015250426519046708 0.0014100313817755157
leaf_count=491 138 90 30 243 297 363 140 64 181 91 86 72 135 27 148 525
internal_value=0 4.24626e-05 8.99532e-05 4.89409e-05 -1.2801e-05 5.43679e-05 -2.09418e-05 5.26772e-05 0.000130919 0.000605618 -2.56469e-05 0.00043254 -0.000175271 -3.28163e-05 0.000158648 -0.00014768
internal_weight=0 0.0216428 0.0206372 0.0196132 0.0180364 0.0166895 0.0151786 0.0141573 0.012854 0.00318802 0.00966593 0.00237945 0.00728647 0.00578014 0.00395998 0.00293507
internal_count=3121 2630 2540 2510 2267 2129 1832 1469 1329 155 1174 253 921 835 700 673
is_linear=0
shrinkage=0.00174112


Tree=2146
num_leaves=14
num_cat=0
split_feature=48 1 15 16 16 52 3 0 4 12 3 51 52
split_gain=8.33138e-05 0.000138602 0.00023473 0.000158164 0.000150158 0.000137193 0.00013856 8.07545e-05 0.000198239 0.000114204 0.00019557 3.85423e-05 2.56425e-05
threshold=-0.081134999999999999 0.104035 -0.016799999999999995 -0.061854999999999993 -0.27167499999999994 0.11434500000000002 0.090900000000000009 -0.084269999999999984 0.053180000000000012 0.088615000000000013 -0.084144999999999984 -0.092264999999999986 -0.066844999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 4 -3 6 7 8 -2 10 -9 -5 -8
right_child=1 2 -4 11 -6 -7 12 9 -10 -11 -12 -13 -14
leaf_value=-0.0020625813310804976 -0.0033218480792981315 -0.00033511734972335933 0.0032838489373155245 -0.00042767582522768943 0.0030274050612782663 -0.0029533137235000285 0.00068354872843937541 -0.0010185509179779259 0.00079796181320114902 -0.0016035627133027385 0.0034293863324177999 -0.0024371204998579424 0.0023262495695783141
leaf_weight=0.0010124902219937884 0.0015705158617613435 0.0015405407989691079 0.0016753086616724264 0.0010114396146844382 0.0013255092698306326 0.0010601270311556424 0.0010240028487307207 0.001118650246662134 0.0010425534749216626 0.0014003291282798161 0.0010083557602651562 0.0010372144446708226 0.0010152239297269716
leaf_count=101 736 221 137 72 107 372 61 220 172 636 131 124 31
internal_value=0 0.00010464 0.000916184 0.000109103 0.00122 -0.000474173 -0.000152862 -0.00070223 -0.00167814 2.07306e-05 0.0010901 -0.00144504 0.00150136
internal_weight=0 0.0158298 0.00659001 0.0049147 0.00286605 0.00923976 0.00817963 0.0061404 0.00261307 0.00352734 0.00212701 0.00204865 0.00203923
internal_count=3121 3020 661 524 328 2359 1987 1895 908 987 351 196 92
is_linear=0
shrinkage=0.00732449


Tree=2147
num_leaves=19
num_cat=0
split_feature=14 1213 124 4 484 453 160 52 50 484 4 15 43 16 0 0 15 49
split_gain=0.000523313 0.000450653 0.000283522 0.0003376 0.000359963 0.000385969 0.000450921 0.00046132 0.000238519 0.000224053 0.000223866 0.000293877 0.000247909 0.000255872 0.000182488 0.000214344 0.000204461 0.000192001
threshold=0.076175000000000007 -1.0000000180025095e-35 0.11040000000000001 -0.49405499999999997 0.084040000000000017 1.0000000180025095e-35 -1.0000000180025095e-35 -0.24164999999999998 0.099450000000000011 0.091880000000000003 0.40473500000000007 -0.11713499999999999 -0.072864999999999985 0.0057500000000000008 -0.098289999999999975 0.041630000000000007 -0.095869999999999983 -0.073374999999999982
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 -5 -8 10 -6 11 -9 13 -13 16 -16 -14 -18
right_child=-2 2 -4 4 9 -7 7 8 -10 -11 -12 12 14 -15 15 -17 17 -19
leaf_value=-0.001005832938117737 -0.0011346881441400057 -0.00062187832373540618 0.00089590951849302007 -0.00064479532729177255 0.0012671816949937453 -0.00092491735402290987 -0.00069118108180772045 -0.00066107551623566631 0.00094757163808478751 0.00025367200506535632 0.00087549059523389801 0.00025928339348458375 -0.00036201100008737919 0.0012374402742261949 -0.00072314020545092932 0.00024558827238643641 9.7260104882180344e-06 0.0008436989785312205
leaf_weight=0.0010250368689801994 0.0010295546846014183 0.0018010684774794018 0.0010622728000215789 0.0019183304043393452 0.0010192907676191956 0.0010370350728809976 0.0013993859880043419 0.0010775908749252024 0.0012546515714949589 0.0012644399195723965 0.0011731191113932152 0.0019621878988313459 0.0010157900806775366 0.0010688322679308637 0.0013652904147673367 0.0010419988491201515 0.001275822464345211 0.001622731761012461
leaf_count=477 101 153 30 524 116 65 211 95 116 200 166 251 43 49 401 34 38 51
internal_value=0 3.70756e-05 8.48854e-05 4.44335e-05 0.000105987 2.63752e-05 8.73631e-05 0.000185875 0.000281328 0.000706029 0.000209288 0.000134359 0.000226007 0.000604212 4.46696e-05 -0.000303825 0.000258991 0.000476619
internal_weight=0 0.0233849 0.0223598 0.0212976 0.0194965 0.0172128 0.0161757 0.0142574 0.012858 0.00228373 0.0116034 0.0104302 0.00935265 0.00303102 0.00632163 0.00240729 0.00391434 0.00289855
internal_count=3121 3020 2543 2513 2360 2044 1979 1455 1244 316 1128 962 867 300 567 435 132 89
is_linear=0
shrinkage=0.00160853


Tree=2148
num_leaves=18
num_cat=0
split_feature=1213 14 11 3 15 124 0 124 47 157 160 42 15 13 43 49 48
split_gain=0.000502681 0.000368616 0.000222596 0.000267611 0.00033705 0.000258508 0.000265681 0.000473201 0.000341438 0.000256386 0.000270838 0.000251367 0.000198511 0.000204924 0.000227005 0.000166144 0.000155617
threshold=-1.0000000180025095e-35 0.057600000000000005 0.088215000000000002 -0.12018999999999998 -1.0000000180025095e-35 -0.043384999999999993 -0.082974999999999979 1.0000000180025095e-35 0.092530000000000015 -0.059399999999999988 -1.0000000180025095e-35 0.083995000000000014 -0.053579999999999996 -0.091054999999999983 -0.097804999999999989 -0.069799999999999987 0.085845000000000019
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 -5 8 12 9 -7 -11 15 -8 -14 -15 -12 -17
right_child=1 -3 -4 5 -6 6 7 -9 -10 10 11 -13 13 14 -16 16 -18
leaf_value=-0.0011985521853540195 0.0014677441680173372 -0.00098971681153762494 -0.00063680308095472656 0.00073406478167990351 0.00019818453810947935 0.0011911366159745981 0.00010060532672592414 0.00077133746856796208 -0.00048476434621126012 -0.00057865377277688539 -0.00031151503348105924 0.0010290887525426589 -0.00024440881597002483 -0.00049132609825844374 -0.0016604811818571499 0.00087998466079849816 -3.7856078114583186e-05
leaf_weight=0.0010441471636973556 0.0010395211679733243 0.0010012144083999521 0.0011765925345805775 0.0016795888664654672 0.0018043701333034781 0.0010114131717493284 0.0011739626812684485 0.0010713250305489919 0.0018946316242007127 0.0010868527243603635 0.0014681724374252508 0.0014343888317370906 0.0015257332116789257 0.0010065142277697059 0.0010920934823182007 0.0012454104836249966 0.0010947404451268072
leaf_count=491 79 93 100 239 92 198 280 41 155 224 63 136 33 80 540 226 51
internal_value=0 6.28415e-05 0.000113494 0.000158468 0.000662244 7.31126e-05 -3.80322e-07 -0.000295823 0.000187386 0.000360861 0.00022819 0.000395455 -0.000534089 -0.000739674 -0.00109974 0.000156799 0.000450612
internal_weight=0 0.0218065 0.0208053 0.0196287 0.00284389 0.0167848 0.0151052 0.00586963 0.00923561 0.00734098 0.00632956 0.00524271 0.0047983 0.00362434 0.00209861 0.00380832 0.00234015
internal_count=3121 2630 2537 2437 171 2266 2027 974 1053 898 700 476 933 653 620 340 277
is_linear=0
shrinkage=0.00177594


Tree=2149
num_leaves=13
num_cat=0
split_feature=11 4 16 2 4 150 48 1 15 3 43 52
split_gain=7.31614e-05 0.00011075 0.000147896 0.000153878 0.000155881 0.000185453 0.00015604 0.000103929 0.000127551 0.000153295 9.47992e-05 9.02561e-05
threshold=0.087830000000000005 0.27287000000000006 -0.36241499999999999 0.10981000000000002 -0.49013999999999996 0.088380000000000014 0.082620000000000013 0.13075500000000004 -0.0063699999999999989 -0.08824499999999999 -0.0030899999999999994 0.09086000000000001
decision_type=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 -5
right_child=-2 -3 3 11 5 -7 -8 -9 9 10 -12 -13
leaf_value=-0.0027755440826299732 -0.0022735204985166713 0.0021061122849973433 -0.003546686076625883 0.00076288175932013398 -0.002557785113984854 -0.0034358030915265197 0.0029740597106522543 0.0022613709536206473 -0.0021769685150584079 0.0035193912850678606 3.2822801711844262e-05 0.0039658133373636122
leaf_weight=0.001413344916588343 0.0010039284640507842 0.0018218826929691399 0.0010102641203591127 0.0017840074947402104 0.0017047231559322775 0.0010169570911243162 0.0014751978687630243 0.0011096656155018536 0.0012097953559384502 0.0010378893045653471 0.0012859282115065245 0.0010174970766449187
leaf_count=136 121 314 116 240 524 141 313 22 325 463 307 99
internal_value=0 0.000115248 -0.00014263 0.000151493 -0.000353235 1.17161e-05 0.000459868 -0.0001244 -0.000629791 0.000300333 0.00159003 0.00192618
internal_weight=0 0.0158872 0.0140653 0.0126519 0.00985042 0.00884016 0.0078232 0.006348 0.00523834 0.00353361 0.00232382 0.0028015
internal_count=3121 3000 2686 2550 2211 2095 1954 1641 1619 1095 770 339
is_linear=0
shrinkage=0.00858181


Tree=2150
num_leaves=22
num_cat=0
split_feature=14 1213 157 159 453 376 376 130 43 0 43 160 15 12 1374 2 15 16 3 42 16
split_gain=0.000686323 0.000463806 0.000338325 0.000328522 0.00034534 0.000346897 0.000372082 0.000285953 0.000352267 0.00023852 0.000215841 0.000240559 0.000233833 0.000218335 0.000188835 0.000214836 0.00035841 0.000191375 0.000190932 0.000167109 4.55581e-05
threshold=0.076175000000000007 -1.0000000180025095e-35 -0.073574999999999988 0.10519500000000001 1.0000000180025095e-35 0.11430500000000002 0.048375000000000008 -0.0015749999999999998 -0.14968999999999996 -0.11013499999999998 -0.088704999999999992 -1.0000000180025095e-35 0.091475000000000015 -1.0000000180025095e-35 -0.08070999999999999 0.10803500000000001 -0.055554999999999993 -0.091354999999999978 0.10299500000000002 -1.0000000180025095e-35 -0.083539999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 9 4 5 6 7 -4 19 -3 -10 -12 13 -13 -15 16 17 -16 -17 -9 -18
right_child=-2 2 3 -5 -6 -7 -8 8 10 -11 11 12 -14 14 15 18 20 -19 -20 -21 -22
leaf_value=-0.0010185255392277034 -0.0012748528574956482 0.0011867815078005534 -0.00072125620247203261 -0.00085932155576791207 -0.00080161591253552142 -0.00082951069790014999 0.0011220936336813424 0.00031167626936277258 -0.00067967835537286185 9.1353905160208049e-05 -0.0004574923081481204 -0.00037902629055579424 -0.00049869160182113297 -0.00025506578164401791 0.00068711283498628717 -0.00046890244224571568 0.0013506777609708929 -0.00026586512300441699 0.00056105017283949532 0.0011407142673725502 0.00090082110629609682
leaf_weight=0.0011190720821032596 0.0011756308572978815 0.0012540515234107374 0.0010701004040772023 0.0011298579596813593 0.0012020000484300733 0.0010122647381488039 0.0010963106316801237 0.0013829092292655387 0.0010234010463940199 0.0010010871583450145 0.0017222123663739866 0.0011341593444459648 0.0011318985653556166 0.0010508785945830875 0.0012239311871383718 0.0010068227842734978 0.0013107987406871758 0.0011397378401202763 0.0010095102483216323 0.0013414780988369969 0.0012147869962849632
leaf_count=477 101 37 190 185 71 24 111 80 156 347 393 132 166 22 58 99 97 102 60 48 165
internal_value=0 3.40378e-05 8.42502e-05 1.87058e-05 6.81272e-05 0.000123525 0.000177545 0.000115769 0.000172847 0.000700506 5.79226e-05 0.000121119 0.000218599 0.000307911 0.00040583 0.000506404 0.000695962 0.000227596 4.67603e-05 0.000719891 0.0011343
internal_weight=0 0.0245773 0.0234582 0.0212031 0.0200732 0.0188712 0.0178589 0.0167626 0.0156925 0.00225514 0.0129681 0.0119447 0.0102225 0.00909063 0.00795647 0.00690559 0.00488925 0.00236367 0.00201633 0.00272439 0.00252559
internal_count=3121 3020 2543 2159 1974 1903 1879 1768 1578 384 1450 1294 901 735 603 581 422 160 159 128 262
is_linear=0
shrinkage=0.00167351


Tree=2151
num_leaves=14
num_cat=0
split_feature=43 15 47 12 12 42 4 1 49 0 16 160 15
split_gain=6.71972e-05 0.000113804 0.000114726 0.000174524 0.000211827 0.000188637 0.000109954 0.000197577 0.000180271 0.000151594 0.000199803 0.000285364 6.81744e-05
threshold=0.21122500000000002 0.091650000000000023 0.13148500000000005 0.10097500000000002 0.092355000000000007 0.090310000000000015 0.08184000000000001 0.094385000000000011 -0.0055299999999999993 0.041630000000000007 -0.083539999999999989 -0.025879999999999997 -0.18895499999999996
decision_type=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 -8
right_child=-2 -3 -4 -5 -6 -7 12 8 -10 -11 11 -13 -14
leaf_value=0.0009196647904439702 -0.0017067704365891514 -0.001684418209163318 -0.0017870308078039663 0.002394524731311016 -0.0026124253690698943 0.0028748151423344985 -1.9514713357396757e-05 0.00025832372498584504 0.0042062094129373361 0.0020415187122336765 0.00020615309962845521 -0.004743178491662765 -0.0024763297923939141
leaf_weight=0.001602171011508011 0.0010172133777630868 0.0015026971351034943 0.0011397876234658941 0.0018227574755335626 0.0011513753645895084 0.001283602483360618 0.0010187210991403559 0.0010595165228125536 0.0010588890671326401 0.0010338341726912059 0.0010782762492773726 0.0010555962495853947 0.0010504265772807372
leaf_count=365 198 456 57 219 302 243 130 117 115 68 279 439 133
internal_value=0 8.73304e-05 0.0002728 0.000450457 0.000139411 0.000448793 0.000101143 0.000512039 0.00223168 -0.000251692 -0.000886267 -0.00224221 -0.00126675
internal_weight=0 0.0158577 0.014355 0.0132152 0.0113924 0.010241 0.00895743 0.00688828 0.00211841 0.00476988 0.00373604 0.00213387 0.00206915
internal_count=3121 2923 2467 2410 2191 1889 1646 1383 232 1151 1083 718 263
is_linear=0
shrinkage=0.0067667


Tree=2152
num_leaves=19
num_cat=0
split_feature=14 1213 124 123 4 157 484 39 151 13 12 3 15 51 12 48 16 1
split_gain=0.000492267 0.000398768 0.000248034 0.000355668 0.000358658 0.000333111 0.000426392 0.000263098 0.000372129 0.000339104 0.000353433 0.000248191 0.000356827 0.000282955 0.000266565 0.000173101 0.000105339 7.02637e-05
threshold=0.076175000000000007 -1.0000000180025095e-35 0.10281000000000001 1.0000000180025095e-35 -0.49405499999999997 -0.077384999999999995 -1.0000000180025095e-35 0.097050000000000011 -0.090369999999999992 -0.094514999999999988 0.095330000000000012 -0.082094999999999987 -0.013969999999999998 0.095050000000000009 0.10124000000000001 0.086035000000000014 -0.0073349999999999986 0.10612500000000001
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 8 -8 10 -10 14 13 15 16 17 -11 -13
right_child=-2 2 -4 -5 5 6 7 -9 9 11 -12 12 -14 -15 -16 -17 -18 -19
leaf_value=-0.001037860528125925 -0.0012045466122948857 -0.00087277941508547658 0.00091867327278011008 0.00082194066446102413 0.00078840214815721816 -0.0010887235564838844 -0.00074509870733128298 -0.00077681261260040138 0.001251917528250892 0.00041534305286983089 -7.4189199689684744e-06 0.00043028430066587687 -0.0009650212067506763 0.00087061632530230663 -0.0002923503284491292 -0.00068660057814571803 0.0011461140127939635 -0.00020047175697872956
leaf_weight=0.0010168811378253101 0.0010282781049686376 0.0014186031278559967 0.0010136885423530631 0.0016089120199262131 0.0016244481555789938 0.0010931018617310181 0.0013986841839960249 0.0011088727676178975 0.0016479807481740395 0.0013940639807662608 0.0011449620862208909 0.0010991083380561002 0.0013435406469542149 0.001007013364739115 0.0011353876113877892 0.0012778928397240152 0.0010471427997616103 0.0010438530273070845
leaf_count=477 101 138 39 234 297 364 93 74 136 347 39 147 273 52 70 76 110 54
internal_value=0 2.74512e-05 7.80554e-05 3.62714e-05 -3.10215e-05 3.77403e-05 -3.97239e-05 3.85546e-05 0.000105332 0.000203305 0.000735655 4.42522e-05 -0.000179083 5.93934e-05 0.000404639 -0.00017941 0.000728803 0.000123038
internal_weight=0 0.0224241 0.0214073 0.0203936 0.0187847 0.0173661 0.0157416 0.0146485 0.0135396 0.0121409 0.00279294 0.009348 0.00577141 0.00442787 0.00357659 0.00342085 0.00244121 0.00214296
internal_count=3121 3020 2543 2504 2270 2132 1835 1471 1397 1304 175 1129 602 329 527 277 457 201
is_linear=0
shrinkage=0.00174112


Tree=2153
num_leaves=14
num_cat=0
split_feature=484 50 47 52 4 0 2 0 0 4 4 0 4
split_gain=7.30712e-05 8.51618e-05 9.86384e-05 0.000156038 0.000140347 0.000219584 0.000102695 0.000134289 0.000179716 0.000118805 0.000190844 0.000127064 0.000196438
threshold=-0.0068949999999999992 0.099450000000000011 0.13148500000000005 0.11434500000000002 0.24564500000000003 -0.15202999999999997 0.088850000000000012 -0.077809999999999976 -0.11013499999999998 0.024790000000000003 -0.49405499999999997 -0.030209999999999997 -0.014149999999999998
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 -2 10 -8 12 -12
right_child=1 -3 -4 -5 5 -7 9 -9 -10 -11 11 -13 -14
leaf_value=-0.0018485862349343542 0.00018500025237534658 0.0021693287337504535 -0.0022103150098427113 -0.0023137094558643477 -0.0001849362518471596 0.0042619091247891542 -0.0015746029281302801 0.00080000123893373245 -0.0038046016956256915 -0.0014531140162889985 -0.001122673894350042 0.0038205563910488657 0.0029896036298198386
leaf_weight=0.0010984882652433072 0.0011161735645549564 0.0010040096856660926 0.0010396761183706369 0.0012710107438116272 0.001224942080973665 0.0011597724767461919 0.0010943619576708752 0.0015080363838184769 0.0013245564872149682 0.0012082714723648247 0.0012359031502063716 0.0012392633710476275 0.0012570033702849481
leaf_count=503 72 230 36 282 83 224 98 189 717 136 302 67 182
internal_value=0 0.000105544 -3.56142e-05 0.000130156 0.000381296 0.00197772 -3.27556e-08 -0.000918385 -0.00198011 0.000600875 0.00111507 0.00190375 0.000950868
internal_weight=0 0.015683 0.014679 0.0136393 0.0123683 0.00238471 0.00998357 0.00394877 0.00244073 0.0060348 0.00482653 0.00373217 0.00249291
internal_count=3121 2618 2388 2352 2070 307 1763 978 789 785 649 551 484
is_linear=0
shrinkage=0.00732449


Tree=2154
num_leaves=20
num_cat=0
split_feature=1213 14 1374 44 457 11 124 402 4 2 3 16 0 1 4 15 49 12 16
split_gain=0.000602796 0.000560824 0.000404584 0.000397166 0.000371528 0.000410282 0.000351869 0.000306305 0.000459392 0.000467614 0.000326692 0.000289587 0.000451285 0.000337072 0.00050667 0.000318246 0.000285696 0.000266475 0.000254714
threshold=-1.0000000180025095e-35 0.076175000000000007 -0.094929999999999987 1.0000000180025095e-35 0.085360000000000005 0.088215000000000002 -0.043384999999999993 0.073745000000000019 -0.27825499999999997 0.10855000000000002 -0.12018999999999998 -0.5224049999999999 -0.099059999999999995 0.10089500000000001 -0.082349999999999993 -0.10203999999999998 -0.006494999999999999 0.051320000000000005 -0.093244999999999981
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 -4 8 9 -8 -10 -12 15 14 -14 18 -17 -15 -13
right_child=1 -3 3 -5 -6 -7 7 -9 10 -11 11 12 13 17 -16 16 -18 -19 -20
leaf_value=-0.0011527092954522083 -0.00089875828613819912 -0.0011298413549374045 0.00091758092689157595 -0.00087103752106476671 0.0008845077100437653 -0.00085997622153560077 -0.0011132163959513878 0.00091708306587973045 0.00088139307062074575 0.00026320949740996839 -0.0007671601028396563 0.0004801061435074158 0.00027395016861067698 0.0008189175259611549 -0.0012660170095700957 0.00027246509526963187 0.0012620999759278141 -0.00029268102763862981 -0.00062574189716880732
leaf_weight=0.0012602659639578398 0.0011134697516697037 0.0011102931200319679 0.0016268139759663602 0.0010509268096257065 0.0019242577926102669 0.0011407349547365433 0.0017290416420139071 0.0012060929328611301 0.0016084514060408167 0.0011516913172453513 0.0010372891341916485 0.0013880023158486798 0.0010023841236292486 0.0011432760082241422 0.0014845008961318958 0.0014853952892552869 0.0018155477714945018 0.0012803748375720403 0.0010062229917716659
leaf_count=491 53 87 215 60 140 94 113 204 66 29 41 65 155 71 959 81 65 105 27
internal_value=0 3.31588e-05 8.65293e-05 0.000134061 0.000182009 0.000114775 0.000173406 0.000103581 4.27612e-05 -0.000562934 0.000174433 7.67684e-05 0.000159309 -0.00021246 -0.000645305 0.000479858 0.000816773 0.000231678 1.53505e-05
internal_weight=0 0.0253048 0.0241945 0.023081 0.0220301 0.0201058 0.0189651 0.0173383 0.0161322 0.00288073 0.0132514 0.011643 0.0106057 0.00491054 0.00248689 0.00569517 0.00330094 0.00242365 0.00239423
internal_count=3121 2630 2543 2490 2430 2290 2196 1981 1777 142 1635 1569 1528 1290 1114 238 146 176 92
is_linear=0
shrinkage=0.00167351


Tree=2155
num_leaves=13
num_cat=0
split_feature=11 4 16 2 150 48 2 133 43 13 3 15
split_gain=7.44942e-05 9.12245e-05 0.000109689 0.000130187 0.000135262 0.000173542 0.000166683 0.000174036 0.000136377 0.000340671 0.000191606 8.51784e-05
threshold=0.087830000000000005 0.27287000000000006 -0.36241499999999999 0.10981000000000002 0.088380000000000014 0.082620000000000013 0.084245000000000014 1.0000000180025095e-35 -0.074359999999999996 -0.0025349999999999995 -0.0037349999999999996 -0.016799999999999995
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 -4 -10 -5
right_child=-2 -3 3 11 -6 -7 7 -9 10 -11 -12 -13
leaf_value=-0.0020513886440665088 -0.0019534515134680915 0.0016442123652941265 0.0045725432505016135 -3.1397252256081642e-05 -0.0028117358577079647 0.0021795677584504109 -0.00049072377707732359 -0.0042995514651205493 -0.0030725107164501931 -0.0011400977596006836 0.0013648481531196828 0.0025708327393089655
leaf_weight=0.0013901115108152081 0.0010061198357776959 0.0018204071282184034 0.0011033449180480326 0.0011388417573408235 0.0010161854631481346 0.0016146199270076073 0.0017625546613956695 0.001013771190620967 0.0010802389309707838 0.0011373138105895131 0.0010103121845257456 0.0016562451707343709
leaf_count=136 121 314 167 206 143 336 550 492 413 73 37 133
internal_value=0 0.000102275 -9.93229e-05 0.000117185 -0.000282742 1.19013e-05 -0.000480528 -0.00188151 0.000417509 0.00167292 -0.000928044 0.00151057
internal_weight=0 0.0157439 0.0139235 0.0125334 0.00973834 0.00872216 0.00710754 0.00277633 0.00433121 0.00224066 0.00209055 0.00279509
internal_count=3121 3000 2686 2550 2211 2068 1732 1042 690 240 450 339
is_linear=0
shrinkage=0.00732449


Tree=2156
num_leaves=19
num_cat=0
split_feature=1213 14 453 148 11 16 484 4 43 42 42 43 12 15 0 43 1 3
split_gain=0.000431352 0.000290061 0.000256737 0.00026792 0.000363399 0.00033999 0.000210062 0.000333645 0.000233683 0.000270223 0.000222852 0.000211581 0.000185945 0.000172162 0.000314001 0.000336345 0.000141422 5.54352e-05
threshold=-1.0000000180025095e-35 0.062655000000000016 1.0000000180025095e-35 -1.0000000180025095e-35 0.088215000000000002 -0.51370499999999997 -1.0000000180025095e-35 0.27044500000000005 -0.052894999999999991 -0.11466499999999999 0.091735000000000025 -0.15582499999999996 0.084225000000000008 -0.095869999999999983 -0.084144999999999984 0.070450000000000013 0.08844500000000001 0.0051600000000000005
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 8 9 -8 11 -11 -13 -10 16 -16 -15 -17
right_child=1 -3 -4 4 -6 6 7 -9 13 10 -12 12 -14 14 15 17 -18 -19
leaf_value=-0.0010283143558618593 0.00086827528915151258 -0.00078407298703695762 -0.00062012868067795298 0.00098439604592769482 -0.00081466016772050235 -0.00056956946679029264 -0.0004635530187439773 0.0010079831655836859 -0.00057440977318272478 0.0011362066881020767 -4.8152821455126959e-05 0.00085911299934296015 -8.1287700048468937e-05 -5.8996336792298486e-05 -0.00080738413665825998 -0.00012624944751149308 0.00068164811767189998 0.00039989217691340753
leaf_weight=0.0010187326913999031 0.0011829788405140753 0.0010499884071664125 0.0012698381318825272 0.0011405682697796333 0.0011080157634566481 0.0012070692270707518 0.0010125605016463729 0.0010382069267769493 0.0016660707100538486 0.0014704602898623076 0.001647640874927421 0.0010001432812930472 0.0011928682203526976 0.0010597388351326715 0.0017873823351891825 0.0010062342720396217 0.001800111131344817 0.0010681203372087111
leaf_count=491 134 90 79 69 97 438 56 198 129 59 154 153 316 154 332 96 61 15
internal_value=0 4.15858e-05 8.16141e-05 0.000125321 7.95571e-05 0.000134306 7.7126e-05 0.00012669 6.44952e-05 0.000297976 0.000443161 0.000664129 0.000347591 -0.000111532 3.20073e-06 -0.000295983 0.000407197 0.00014467
internal_weight=0 0.022708 0.021658 0.0203882 0.0192052 0.0180972 0.0169566 0.0157495 0.0147113 0.00632367 0.00531111 0.00366347 0.00219301 0.00838766 0.00672159 0.00386174 0.00285985 0.00207435
internal_count=3121 2630 2540 2461 2327 2230 2161 1723 1525 738 682 528 469 787 658 443 215 111
is_linear=0
shrinkage=0.00160853


Tree=2157
num_leaves=14
num_cat=0
split_feature=40 42 39 13 48 457 47 4 43 1 2 133 15
split_gain=7.22456e-05 0.000224493 0.000200176 0.000137954 0.000144053 0.000159203 0.000133154 0.000251875 0.000250276 0.00021033 0.000153793 9.84497e-05 9.47359e-05
threshold=0.05433000000000001 -0.098769999999999983 0.084405000000000008 -0.47860499999999995 0.12649500000000002 0.088350000000000026 0.092530000000000015 -0.033174999999999989 -0.0030899999999999994 0.111945 0.092480000000000021 1.0000000180025095e-35 -0.094549999999999981
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 11 10 12 -5 -9
right_child=-2 2 -4 4 -6 -7 -8 9 -10 -11 -12 -13 -14
leaf_value=-0.0033524807014441169 0.0018409670502858065 0.0022802276739981695 0.0031837719372316241 0.0014593018094121305 -0.0029112373256097264 0.0021096374235438412 -0.0022601951450483358 0.0027585266809037148 -0.0036068813247873239 0.0036805733046977851 -0.002103900594224837 -0.0015274739649519516 -0.00023178001753879686
leaf_weight=0.0010460846513650002 0.0010117763134676596 0.001117436645000522 0.0010049640866219732 0.0012587037537443932 0.0010406924638723678 0.0014423350178045533 0.0017204007400564861 0.0010752362939484283 0.0015757673571849184 0.0011936758273555781 0.0010506164023015626 0.0010386430933516481 0.0011105657125321583
leaf_count=214 69 68 263 381 65 118 219 105 493 129 290 342 365
internal_value=0 -0.00013884 9.09594e-05 -0.000137178 -0.000353168 -0.000120987 -0.00044196 -6.52275e-05 -0.00140282 0.00110419 0.000153957 0.000108964 0.00123921
internal_weight=0 0.0156751 0.014629 0.0136241 0.0125066 0.0114659 0.0100236 0.00830321 0.00387311 0.00443009 0.00323642 0.00229735 0.0021858
internal_count=3121 3052 2838 2575 2507 2442 2324 2105 1216 889 760 723 470
is_linear=0
shrinkage=0.00718087


Tree=2158
num_leaves=13
num_cat=0
split_feature=484 42 47 4 4 16 4 52 150 52 52 16
split_gain=7.06661e-05 7.51594e-05 0.000130999 0.000142933 0.000173884 9.45317e-05 8.17365e-05 8.68947e-05 0.000100471 0.000170102 7.16363e-05 0.000105486
threshold=-0.0068949999999999992 0.10256000000000001 0.11069000000000002 0.40473500000000007 0.055260000000000011 -0.42170999999999997 -0.49405499999999997 -0.12647999999999995 0.086615000000000011 -0.065544999999999978 0.077655000000000016 -0.078844999999999985
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 -11
right_child=1 -3 -4 -5 5 -7 7 8 -10 10 -12 -13
leaf_value=-0.0019270852907539151 -0.001834645147925501 -0.0017456315778357754 0.0022420508065716226 0.0023263999475454673 -0.00064031224902788661 -0.0038904309763338799 -0.0016709421885837752 0.0035564724737526098 -0.0010117888348722935 0.0012877634461388873 0.0017752245253171463 -0.0019979383255442299
leaf_weight=0.0010944209267415008 0.0010718716263370667 0.0012061953957597351 0.0017883757318807115 0.0014047375858274045 0.0010704967839405 0.0010924167175885855 0.0010100247014531985 0.0014380178572745324 0.0014850053410042641 0.0011389635284614619 0.001458388349699755 0.0012255245103092935
leaf_count=503 125 311 112 207 106 127 241 164 187 163 698 177
internal_value=0 0.000117046 0.000275448 -8.28695e-06 -0.000306686 -0.00228184 0.000177249 0.000455294 0.000773643 0.00127762 0.000420406 -0.00041523
internal_weight=0 0.01539 0.0141838 0.0123954 0.0109907 0.00216291 0.0088278 0.00775592 0.0067459 0.00526089 0.00382288 0.00236449
internal_count=3121 2618 2307 2195 1988 233 1755 1630 1389 1202 1038 340
is_linear=0
shrinkage=0.00777281


Tree=2159
num_leaves=12
num_cat=0
split_feature=41 3 457 160 133 2 0 43 4 3 13
split_gain=6.5552e-05 8.99436e-05 0.000115623 0.000118081 0.000121404 0.000174893 0.000250068 0.000148115 0.000144417 8.89768e-05 6.55329e-05
threshold=0.078475000000000017 -0.12018999999999998 -0.0029299999999999994 -0.080719999999999986 -1.0000000180025095e-35 0.11411 -0.10096999999999999 -0.074359999999999996 0.015030000000000002 -0.077774999999999983 0.090705000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -3 -4 -5 6 8 9 -6 -8 -1
right_child=-2 2 3 4 5 -7 7 -9 -10 -11 -12
leaf_value=0.0029145594813203323 -0.0018688190310014318 -0.0024237485949946984 -0.001643539585484478 -0.0019129653041066253 0.00069366073883503994 -0.001384735468042781 -0.00031309706857684741 -0.0019249999811619988 0.0041338558694229014 0.0026285195611138287 0.0003538606267326662
leaf_weight=0.0010349964807145123 0.0010390391577219096 0.001170923549645572 0.0019175855702373576 0.0011426264555793033 0.0011059234798994656 0.0018044220167012792 0.0011972039602726695 0.0014628775835403302 0.001972404514527959 0.0011912826438245181 0.0013212102107487134
leaf_count=101 148 243 499 679 82 266 338 397 94 129 145
internal_value=0 0.000109074 -0.000139828 8.69165e-05 0.000422887 0.000728472 0.00127873 -1.54674e-05 0.00289793 0.00115406 0.00147868
internal_weight=0 0.0153215 0.0129652 0.0117943 0.00987674 0.00873411 0.00692969 0.00385136 0.00307833 0.00238849 0.00235621
internal_count=3121 2973 2727 2484 1985 1306 1040 864 176 467 246
is_linear=0
shrinkage=0.0076204


Tree=2160
num_leaves=19
num_cat=0
split_feature=14 1213 1374 453 52 457 484 1 160 4 42 4 52 15 42 42 16 4
split_gain=0.00055072 0.000503887 0.000364927 0.000323141 0.00033579 0.000358626 0.000354057 0.000308147 0.000287351 0.00026029 0.000206502 0.000251169 0.000344103 0.000272217 0.000207163 0.00018343 9.92805e-05 2.80796e-05
threshold=0.076175000000000007 -1.0000000180025095e-35 -0.094929999999999987 1.0000000180025095e-35 -0.40306999999999998 0.085360000000000005 -1.0000000180025095e-35 0.13756000000000004 -0.098904999999999979 -0.51843499999999987 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.088204999999999992 -0.24436499999999997 0.086375000000000021 1.0000000180025095e-35 -0.070454999999999976 -0.17966999999999997
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 -6 8 -8 -10 -11 12 -12 -13 16 17 -15 -14
right_child=-2 2 3 -5 5 -7 7 -9 9 10 11 13 15 14 -16 -17 -18 -19
leaf_value=-0.0010563905732452197 -0.0011133760421696589 -0.00084262106731938086 -0.00056523755266071408 -0.0006326280488290751 -0.00066176521000677806 0.00092807130031910404 -0.00055450359155389737 0.00093017224102182776 -0.00049138950337716261 -0.00017778730182920499 -0.00012411695391095895 0.0008293996383901298 0.0010059531747251395 -0.00065254203800562533 0.00038196863159223364 0.00046338877744166597 -5.8273356591834461e-06 0.0013667191177933345
leaf_weight=0.0010056684031054036 0.0010860111520150087 0.0010074465428457904 0.001404171729878125 0.0013015830556299948 0.0011960101014758312 0.001685984218988453 0.0012788050058973816 0.0014154841397927267 0.0011381544639368297 0.0019031972860595612 0.0010997385276851858 0.0011382146979735421 0.001124688045365474 0.0012367911265914744 0.0016667599717072878 0.0015274769826393308 0.0011294010530171908 0.0010259702899279577
leaf_count=477 101 53 289 79 410 128 296 130 30 427 84 90 22 55 87 260 39 64
internal_value=0 3.55034e-05 8.47892e-05 0.000128711 0.00017833 0.000234565 0.0001653 0.000228367 0.000158749 0.000228963 0.000298138 0.000389179 0.000649853 0.000148331 -4.38859e-05 0.000881265 -0.00034386 0.00117806
internal_weight=0 0.0232855 0.0222799 0.0212724 0.0199708 0.0185667 0.0168807 0.0156847 0.0142692 0.0129904 0.0118522 0.00994904 0.00477787 0.00517117 0.00403295 0.00367814 0.00236619 0.00215066
internal_count=3121 3020 2543 2490 2411 2122 1994 1584 1454 1158 1128 701 430 271 181 346 94 86
is_linear=0
shrinkage=0.00157699


Tree=2161
num_leaves=19
num_cat=0
split_feature=14 1213 44 124 402 4 157 0 52 15 151 16 13 2 0 4 1 42
split_gain=0.000576633 0.000396647 0.000316183 0.000324139 0.000369307 0.000563992 0.000428934 0.000366758 0.000261058 0.00039534 0.000406984 0.000432981 0.000332287 0.000250987 0.000247888 0.000234177 0.000646572 0.000153074
threshold=0.076175000000000007 -1.0000000180025095e-35 1.0000000180025095e-35 -0.043384999999999993 0.073745000000000019 -0.27825499999999997 -0.073574999999999988 -0.019414999999999998 -0.10925999999999998 -0.095869999999999983 -0.033849999999999991 -0.11227499999999999 -0.099939999999999987 0.10855000000000002 -0.23091999999999999 -0.0029599999999999995 0.111945 0.083995000000000014
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 13 -7 8 -8 10 -10 -12 -11 -5 -14 17 -17 -16
right_child=-2 2 -4 4 -6 6 7 -9 9 12 11 -13 14 -15 15 16 -18 -19
leaf_value=-0.00089538484362842823 -0.0010613009270040452 0.00075685306743120758 -0.00075628244031183565 -0.00097192164810950394 0.00090278335419586501 0.0009044877970819246 -0.00062720170222334271 0.00069022164731590398 -0.0011326859236638945 0.0010932385327338881 0.00042529885273280392 -0.00067830611122567293 0.00077277831579675019 -4.8516492041763014e-05 -5.7089658946769845e-05 -0.0012434035055081964 0.00044412725849900627 0.00071332429441441558
leaf_weight=0.00104647838581575 0.0012018778808623445 0.0017418827449453131 0.0010383095327242122 0.0017990407956138084 0.0011773724254689191 0.0015231994913350163 0.0016290622406478729 0.0018337374285726333 0.0011083175358974628 0.0010012422047649362 0.0019485209366384981 0.0015069499379158453 0.001146427550978042 0.0011555040129298533 0.0013516413039864434 0.0010868797504369407 0.0010839709171834855 0.0011333953644608111
leaf_count=477 101 237 60 140 219 290 225 72 62 62 120 92 36 56 298 220 43 311
internal_value=0 3.57461e-05 7.76284e-05 0.000116583 6.21405e-05 1.08791e-05 0.000123194 4.2948e-05 -4.83795e-05 3.45719e-05 -0.000317465 -5.59894e-05 0.000270717 -0.000610784 0.000128783 -2.97892e-05 -0.000400769 0.000294287
internal_weight=0 0.0243119 0.0232655 0.0222271 0.0204853 0.0193079 0.0163533 0.0148301 0.0129964 0.0113673 0.00456379 0.00345547 0.00680356 0.00295454 0.00580231 0.00465589 0.00217085 0.00248504
internal_count=3121 3020 2543 2483 2246 2027 1831 1541 1469 1244 274 212 970 196 908 872 263 609
is_linear=0
shrinkage=0.00154607


Tree=2162
num_leaves=13
num_cat=0
split_feature=52 52 39 51 457 13 151 0 2 43 12 16
split_gain=6.57037e-05 0.000136151 0.000132034 0.000168583 0.000155472 0.000151266 0.000149623 0.000198285 0.000176931 0.000136397 0.000121199 1.71611e-05
threshold=-0.24164999999999998 -0.090859999999999982 0.091820000000000013 -0.076794999999999988 0.060310000000000009 -0.094514999999999988 -0.0077149999999999988 -0.14649999999999996 0.086950000000000013 -0.084004999999999982 0.095330000000000012 -0.032969999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 10 -7 -8 9 -9 -5 -10
right_child=1 2 -4 4 -6 6 7 8 11 -11 -12 -13
leaf_value=-0.001178833544471678 0.0020037870588390291 -0.0026295090999802232 0.0020823176376555475 0.001959273181572462 0.0017954893323798413 -0.0031686931327470033 0.0021283589086768329 0.0016135570564891266 -0.0018938279288365338 -0.0015551654811951073 -0.00076597094671351014 -0.0030984138042107496
leaf_weight=0.0018217365138015985 0.0014764601126099107 0.0011625739974659858 0.0010963160860721294 0.001742795312063148 0.0016803563951771636 0.001042393148018887 0.0010046335181860301 0.0012405996227769535 0.0010010182122438278 0.0010704565610499669 0.0011430559573042676 0.0010001390180846559
leaf_count=374 264 248 158 225 167 128 80 118 530 629 51 149
internal_value=0 0.000130836 -7.89086e-05 -0.00027492 -2.43685e-05 -0.00035514 -0.000915575 -0.000473841 -0.00108009 0.000145839 0.000879832 -0.00249586
internal_weight=0 0.0146608 0.0131843 0.012088 0.0109254 0.00924509 0.00635924 0.00531685 0.00431221 0.00231106 0.00288585 0.00200116
internal_count=3121 2747 2483 2325 2077 1910 1634 1506 1426 747 276 679
is_linear=0
shrinkage=0.00650394


Tree=2163
num_leaves=12
num_cat=0
split_feature=1 14 1 42 3 151 0 4 1 13 16
split_gain=6.65938e-05 0.000107955 9.84874e-05 0.000104647 0.000106438 0.000122262 0.000116547 0.000155874 0.000147299 6.79192e-05 8.9078e-05
threshold=0.14000500000000002 -1.0000000180025095e-35 0.12408500000000001 0.091735000000000025 -0.15121499999999996 -0.081154999999999991 -0.23091999999999999 -0.0029599999999999995 0.094385000000000011 -0.0034749999999999994 0.15891500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7 9 -9 10 -8
right_child=-2 2 -4 -5 5 6 7 8 -10 -11 -12
leaf_value=-0.0022122097983932072 0.0018266662718249046 0.0026377944976523275 0.0023819823763713082 -0.0021061191582796884 -0.0023458717255408022 0.0027921743147593025 0.0026937901543470392 -0.003311751012728422 0.000249010168221136 -0.00048159844599871622 -0.00022907981069381628
leaf_weight=0.0015102633249899364 0.0011891418161572046 0.0010127429614702815 0.0011040213379206092 0.0015477743284846102 0.0013823171413939765 0.0010337397125908011 0.0018053667498161459 0.001508751149260943 0.0015303914644654304 0.0016094320994249449 0.001095734265132535
leaf_count=122 124 175 128 561 324 46 735 372 95 367 72
internal_value=0 -0.000160784 6.65178e-05 -0.000137559 0.000139973 -0.000113862 0.000245593 -0.000103098 -0.00151869 0.000850713 0.00158983
internal_weight=0 0.0151405 0.0136303 0.0125262 0.0109785 0.00996573 0.00858342 0.00754968 0.00303914 0.00451053 0.0029011
internal_count=3121 2997 2875 2747 2186 2011 1687 1641 467 1174 807
is_linear=0
shrinkage=0.00808683


Tree=2164
num_leaves=13
num_cat=0
split_feature=484 15 15 0 160 0 15 151 42 3 12 13
split_gain=6.26598e-05 6.3345e-05 0.0001057 8.42866e-05 0.000141696 0.000129785 0.000116545 0.000125416 9.40729e-05 0.000141818 0.000230977 6.1658e-05
threshold=-0.0068949999999999992 -0.24436499999999997 -0.11713499999999999 -0.10096999999999999 0.086075000000000013 -0.077999999999999986 1.0000000180025095e-35 -0.039414999999999999 0.093175000000000022 0.076840000000000006 0.082480000000000012 -0.28558999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 6 -5 7 -4 9 10 -7 -11
right_child=1 2 3 5 -6 8 -8 -9 -10 11 -12 -13
leaf_value=-0.0017532663330037329 0.0017554730258856693 -0.0020505624618167785 0.00046435373311038086 -0.0022168858004150182 -0.0014242372845283114 0.0043437422244954459 -0.00032527415531008474 0.003743706846632808 -0.0017755143729774774 0.0004188799874595862 -4.0866568739854472e-05 -0.0021604740485199852
leaf_weight=0.0010785864230672222 0.0012027956764772826 0.0013110418073032084 0.0010755655689601573 0.0015919942231481668 0.001118163142424744 0.0011269781249560896 0.0012253188075976862 0.0016487358147071205 0.0011123704823432397 0.0010534485010769146 0.0016559546454523524 0.001016323102862593
leaf_count=503 232 187 79 1032 72 112 98 116 265 40 315 70
internal_value=0 0.000110491 -3.14857e-05 0.000178188 0.000923625 -0.000321704 0.00158832 0.002449 0.000184093 0.000633288 0.00173473 -0.000847664
internal_weight=0 0.0151387 0.0139359 0.0126249 0.00506778 0.00755707 0.00394962 0.0027243 0.00596507 0.0048527 0.00278293 0.00206977
internal_count=3121 2618 2386 2199 365 1834 293 195 802 537 427 110
is_linear=0
shrinkage=0.00747098


Tree=2165
num_leaves=13
num_cat=0
split_feature=1 14 2 52 52 3 49 15 13 16 0 15
split_gain=5.96784e-05 9.13495e-05 9.65583e-05 0.000165505 0.000131684 0.000200926 8.64831e-05 8.01091e-05 0.000205261 9.51458e-05 9.58005e-05 5.99431e-05
threshold=0.14000500000000002 -1.0000000180025095e-35 0.10912000000000001 0.0031350000000000002 0.10160000000000001 0.090900000000000009 -0.039339999999999993 -0.055554999999999993 0.0076650000000000008 -0.083539999999999989 -0.071924999999999989 -0.10091499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 6 5 7 -4 11 9 -9 -11 -3
right_child=-2 2 3 -5 -6 -7 -8 8 -10 10 -12 -13
leaf_value=-0.0015865663154113689 0.001351278425915364 -0.00051825282140961098 0.001336978729713638 0.0030067509968399932 -0.0020551596609572689 0.0018269861865068456 -0.0010114458677246551 0.0022615543283002106 -0.0022834163644851165 -0.0012034391468360242 0.0014367731847106755 -0.0025869930208555431
leaf_weight=0.0014866041779321168 0.0011678407743778976 0.0011988383513324829 0.0011183646289409932 0.0010555994294317028 0.0013882248390778016 0.0018772159791035081 0.0013556591070613836 0.0011271670606249912 0.0011457550691009386 0.0011581701544925637 0.0010015260842148261 0.0010072688806081823
leaf_count=122 124 222 86 143 431 119 236 336 229 559 130 384
internal_value=0 -0.00011615 4.65688e-05 0.000934371 -0.000269824 2.12121e-05 5.01426e-05 -0.000489402 -4.94241e-06 0.000789302 2.09189e-05 -0.0014628
internal_weight=0 0.0149204 0.0134338 0.00352962 0.00990417 0.00851594 0.00247402 0.00663873 0.00443262 0.00328686 0.0021597 0.00220611
internal_count=3121 2997 2875 465 2410 1979 322 1860 1254 1025 689 606
is_linear=0
shrinkage=0.00625138


Tree=2166
num_leaves=12
num_cat=0
split_feature=52 52 2 39 1 4 0 457 13 0 16
split_gain=6.08088e-05 0.000112262 0.000234465 0.000101447 8.4591e-05 0.000128961 0.000157881 0.000127992 0.000173314 9.86091e-05 0.000195929
threshold=-0.24164999999999998 -0.081429999999999989 0.092120000000000021 0.090190000000000006 0.088340000000000016 -0.083854999999999985 0.14486500000000005 0.045365000000000009 -0.091054999999999983 -0.11437499999999999 -0.069894999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -3 8 -6 -10 -11
right_child=1 3 -4 -5 7 -7 -8 -9 9 10 -12
leaf_value=-0.0015989694613095001 -0.0004965412879214203 0.0024263035934795232 0.0051992445585393836 0.0025323201107960926 0.0022144229992973482 -0.0034275368004074601 -0.0024612701008031386 0.0028065521527183262 -0.0030365773978445723 0.0023975679965445662 -0.0028833199792923652
leaf_weight=0.0017805385048622188 0.0013883431873297413 0.0010728732340052343 0.0010548472590584668 0.0010399104488112943 0.0015061828913997544 0.0016734604202394625 0.0011207879181838222 0.0012420632787608632 0.0017468925491245235 0.0011961225985013257 0.0011362090924996182
leaf_count=374 254 327 143 154 152 1064 37 99 95 215 207
internal_value=0 0.000186598 0.00196261 -0.000183179 -0.000447226 -0.00152343 -7.08613e-05 0.000162344 -0.000425666 -0.00140047 -0.000175048
internal_weight=0 0.0141777 0.00244319 0.0117345 0.0106946 0.00386712 0.00219366 0.00682747 0.00558541 0.00407922 0.00233233
internal_count=3121 2747 397 2350 2196 1428 364 768 669 517 422
is_linear=0
shrinkage=0.00910708


Tree=2167
num_leaves=18
num_cat=0
split_feature=14 52 157 124 12 43 16 150 2 13 4 15 13 15 150 13 16
split_gain=0.000300059 0.000207157 0.000251082 0.000219585 0.000259454 0.000223606 0.000237792 0.000341048 0.000233679 0.000241942 0.000216152 0.00023535 0.000192931 0.000266516 0.000451432 0.000115477 6.55688e-05
threshold=0.062655000000000016 -0.40306999999999998 -0.08107499999999998 0.0049200000000000008 0.11650500000000001 -0.16318499999999997 -0.056919999999999991 -1.0000000180025095e-35 0.097220000000000015 -1.0000000180025095e-35 0.40473500000000007 -0.10203999999999998 -0.095304999999999987 -0.03241999999999999 0.087380000000000013 0.18141000000000002 0.042200000000000008
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 15 7 -7 16 -10 11 -9 -13 14 -14 -4 -8
right_child=-2 2 3 -5 -6 6 8 10 9 -11 -12 12 13 -15 -16 -17 -18
leaf_value=-0.00063638410226320554 -0.00092450950134742734 0.00077277097296081889 0.00095744921119153949 0.00079271032088934588 -0.00085126573428312132 -0.00081389499120199625 -0.00050258794532062471 -0.00056283340855907101 0.00059916167855271843 -0.00052553350674517242 0.00091242402362464673 0.00087859983305922694 0.001316585687154661 -0.00043659254662441823 -0.00021929528427648676 0.00017316822077311154 -0.0010843652953000124
leaf_weight=0.0012745972869359625 0.0010095742457146275 0.0013902170685396722 0.0010032276717666351 0.0010056370243401022 0.0010467239147526923 0.0010214795668759278 0.0012956463024721915 0.001213001957795291 0.0010816253732547215 0.0011497021308372324 0.0011673121964190757 0.0011804436710703952 0.0010120513985071768 0.001624605183489892 0.0012418368490166865 0.0012029645876544537 0.0010002416703340164
leaf_count=314 104 235 51 66 113 50 414 146 160 74 174 98 142 698 53 80 149
internal_value=0 2.93901e-05 7.49236e-05 1.86711e-05 -2.92576e-05 2.73705e-05 -5.79755e-05 0.000110978 -0.000373727 1.96571e-05 0.000237972 0.000112446 0.00027436 9.0456e-05 0.000470353 0.000529806 -0.000756049
internal_weight=0 0.0199113 0.0186367 0.0172465 0.0162409 0.0151941 0.0129879 0.00846073 0.00452722 0.00223133 0.00743925 0.00627194 0.00505894 0.00387849 0.00225389 0.00220619 0.00229589
internal_count=3121 3017 2703 2468 2402 2289 2158 1361 797 234 1311 1137 991 893 195 131 563
is_linear=0
shrinkage=0.00170698


Tree=2168
num_leaves=19
num_cat=0
split_feature=1213 14 124 123 484 4 12 13 48 132 151 0 150 12 1 16 1 1
split_gain=0.000451937 0.000260982 0.00019596 0.000282389 0.000295923 0.000276433 0.000283049 0.000329536 0.0002438 0.000239479 0.000163299 0.000290444 0.000334843 0.000178801 0.00028652 0.000218928 0.000216198 0.000181436
threshold=-1.0000000180025095e-35 0.062655000000000016 0.11040000000000001 1.0000000180025095e-35 -0.0068949999999999992 -0.49405499999999997 -1.0000000180025095e-35 -0.28558999999999996 0.12737000000000001 0.079970000000000013 -0.091174999999999992 -0.23091999999999999 0.087380000000000013 0.092355000000000007 0.11146500000000002 -0.082404999999999992 0.086455000000000018 0.086105000000000015
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 -8 9 10 -9 -12 13 15 -15 17 -17 -13
right_child=1 -3 -4 -5 5 6 7 8 -10 -11 11 12 -14 14 -16 16 -18 -19
leaf_value=-0.00099394737132014891 -0.000787322317917494 -0.00072120231333338994 0.00073306006220827261 0.0006701795913346475 -0.00064912586718729307 -0.00057238621278425997 0.00096686802983298424 -0.00045365545892022676 -0.00058431935528369355 0.00085434907511959394 0.00084653955475650516 0.00027151386123033295 -0.00073560329051496846 -0.0006877085589154161 0.00030464259797212141 0.0005404033087121373 -0.00042112628544748777 0.001144914142923495
leaf_weight=0.0010852342568569628 0.0011299388338046256 0.0010562772023668945 0.0010036327456581775 0.0015315429580163393 0.0013222198663847854 0.0014156203034055804 0.0010962746462885803 0.0012062254212875682 0.0011850639115219838 0.0010546551646988265 0.0012456837900458586 0.0011696040204769702 0.0011322048717622435 0.0012563945019949075 0.0015577668449502369 0.0010254673104554716 0.0012287038463224265 0.0011062772775929375
leaf_count=491 449 90 30 243 116 150 65 113 50 133 42 201 101 373 71 215 115 73
internal_value=0 2.83819e-05 6.66922e-05 3.26808e-05 -2.11661e-05 2.97515e-05 8.69982e-05 0.000152437 8.46333e-05 0.00015079 8.28917e-05 0.000149461 4.70196e-05 0.000167671 -0.000138397 0.000357807 1.62927e-05 0.000696063
internal_weight=0 0.0217236 0.0206673 0.0196636 0.0181321 0.0170022 0.0156799 0.0142643 0.013168 0.011983 0.0109283 0.0097221 0.00847642 0.00734421 0.00281416 0.00453005 0.00225417 0.00227588
internal_count=3121 2630 2540 2510 2267 1818 1702 1552 1487 1437 1304 1191 1149 1048 444 604 330 274
is_linear=0
shrinkage=0.00154607


Tree=2169
num_leaves=17
num_cat=0
split_feature=1213 14 402 124 4 132 13 4 0 157 0 160 151 52 4 3
split_gain=0.000519543 0.000286727 0.000239441 0.000243636 0.000280208 0.000273798 0.000316165 0.000225326 0.000302579 0.000292077 0.000272277 0.000249429 0.000472074 0.000142886 0.000343708 0.000190345
threshold=-1.0000000180025095e-35 0.062655000000000016 0.073745000000000019 -0.043384999999999993 -0.51843499999999987 0.079970000000000013 -0.23438999999999996 -0.27825499999999997 -0.019414999999999998 -0.077664999999999998 -0.053834999999999994 -1.0000000180025095e-35 -0.0083949999999999979 0.077655000000000016 0.053180000000000012 -0.077774999999999983
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 -9 11 -11 -13 14 -14 -16
right_child=1 -3 -4 4 5 -7 7 8 -10 10 -12 12 13 -15 15 -17
leaf_value=-0.0010522468950000942 0.00059024470386654499 -0.00072712082487198153 0.00070750187342391167 -0.00079655977438396696 0.00057470713095348735 0.00062681618551425195 -0.0006972127828697855 0.00065022083286790709 0.000667086115810763 -0.00067183899691948773 -0.0009263974052644055 -0.00064417368748077516 -0.00042114265312714351 0.0006984640721270258 -4.4025233417115531e-05 0.00076500613317875507
leaf_weight=0.0010608556616586778 0.001644500804117782 0.0010830318435672828 0.0012816184650718153 0.0010058576781402052 0.0017396074491553499 0.0015847804174717933 0.0013580538258096174 0.001016216278126634 0.0012288699807526159 0.0015510669647718469 0.0010671852976389925 0.0019719086985035585 0.0017873191616701442 0.0011321742459854123 0.0011352905903996846 0.0016237380543286384
leaf_count=491 223 90 247 46 101 200 146 224 54 407 69 144 281 256 48 94
internal_value=0 3.35321e-05 7.25232e-05 3.15186e-05 -1.89606e-05 2.65235e-05 -3.44147e-05 -0.000110802 -4.7162e-05 -0.00012494 -0.000201652 -0.000117597 -5.22805e-06 0.000216651 9.66648e-05 0.000432104
internal_weight=0 0.0222112 0.0211282 0.0198466 0.0182021 0.0171962 0.0156114 0.0138718 0.0125138 0.0112849 0.0102687 0.0092015 0.00765043 0.00567852 0.00454635 0.00275903
internal_count=3121 2630 2540 2293 2070 2024 1824 1723 1577 1523 1299 1230 823 679 423 142
is_linear=0
shrinkage=0.00151575


Tree=2170
num_leaves=13
num_cat=0
split_feature=2 2 49 42 123 2 3 2 48 15 52 3
split_gain=6.28015e-05 6.82034e-05 0.000163846 0.000156589 0.000145481 0.000152223 0.000115783 0.000110662 0.000114295 0.00011512 0.000181984 8.52468e-05
threshold=-1.0000000180025095e-35 0.088850000000000012 -0.00064499999999999985 -0.092814999999999981 1.0000000180025095e-35 0.091185000000000002 -0.078934999999999991 0.10005000000000001 0.12649500000000002 1.0000000180025095e-35 -0.049749999999999996 0.11924500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -3 -5 -7 9 10 -9 -12
right_child=1 4 3 6 -6 7 -8 8 -10 -11 11 -13
leaf_value=0.0014735509845155105 -0.0031445333220686232 0.0023346043662585392 0.0019958168656517713 -0.0024923689299296979 0.0026339736835883963 -0.0019386804705674617 0.00022644638480850084 0.0031337215123215982 -0.0019821118534071786 -0.0015371405444973723 0.0010002632319557035 -0.0014416036708156897
leaf_weight=0.001205520977851776 0.0010533564313889611 0.0010518372582005789 0.0011252972380949647 0.0012868156270079457 0.0010068562819733071 0.0016922019568705697 0.001620203833049943 0.0012342772441965378 0.00107612771211478 0.0010540269698568749 0.001595316083038068 0.0011101543560538829
leaf_count=199 226 205 136 746 167 403 282 265 66 148 210 68
internal_value=0 -0.000132138 -0.000768189 -0.00014742 0.000197238 -8.11207e-05 -0.000977059 -0.000408474 1.81257e-05 0.000449165 0.000980574 -1.72487e-06
internal_weight=0 0.0149065 0.00508567 0.00403232 0.0098208 0.00881394 0.00290702 0.0077621 0.0060699 0.00499377 0.00393975 0.00270547
internal_count=3121 2922 1390 1164 1532 1365 1028 1160 757 691 543 278
is_linear=0
shrinkage=0.0067667


Tree=2171
num_leaves=17
num_cat=0
split_feature=14 453 148 11 16 43 4 0 1 4 2 13 43 13 0 15
split_gain=0.00025207 0.000191839 0.000310534 0.000205117 0.000392878 0.000217373 0.000241512 0.000199606 0.000324968 0.000328452 0.000270429 0.000161588 0.000206377 0.00019987 0.000192437 0.000163599
threshold=0.062655000000000016 1.0000000180025095e-35 -1.0000000180025095e-35 0.088065000000000018 -0.51370499999999997 -0.45785999999999999 -0.49405499999999997 0.056435000000000006 1.0000000180025095e-35 -0.013514999999999998 0.116525 -0.094514999999999988 -0.074359999999999996 -0.0025349999999999995 -0.10151999999999999 -0.095869999999999983
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 9 -8 11 -10 13 -13 15 -14
right_child=-2 -3 3 -5 5 6 7 -9 10 -11 -12 12 14 -15 -16 -17
leaf_value=0.00089253629095061113 -0.00079508443040612116 -0.00061965324887918588 0.00099502789322237855 -0.0006776814871671125 0.00071774218833109762 -0.00078017632526168439 -0.00010442347260872987 0.00055443234493420088 0.00048790102785982236 -0.0012979003410782319 0.00063060954163329699 0.00058016577965993741 -0.00053460531535499121 -0.00023996158867281589 -0.00098107005445548039 0.00021694726155009476
leaf_weight=0.0011032179307516451 0.0010142178971680451 0.0011243916008289436 0.0010801058301848519 0.0010464637885085884 0.0010047970012042563 0.0011013909445808734 0.0014772845487214005 0.001510559599818607 0.00119930575967614 0.001000819078296738 0.0017905209107570855 0.0015152390216627599 0.0015946390309338199 0.0015608331148097504 0.0010505200635721997 0.001413861255105787
leaf_count=136 104 79 72 100 68 109 825 83 81 570 185 252 52 60 302 43
internal_value=0 2.63482e-05 6.3694e-05 1.38533e-05 5.5684e-05 -6.86868e-06 -5.4722e-05 1.89076e-06 -6.43352e-05 -0.000586427 6.34483e-05 -5.83978e-05 -0.000150223 0.000164024 -0.00038837 -0.000181409
internal_weight=0 0.0205739 0.0194496 0.0183463 0.0172999 0.0162198 0.015215 0.0141136 0.012603 0.0024781 0.0101249 0.0083344 0.00713509 0.00307607 0.00405902 0.0030085
internal_count=3121 3017 2938 2802 2702 2630 2562 2453 2370 1395 975 790 709 312 397 95
is_linear=0
shrinkage=0.00160853


Tree=2172
num_leaves=18
num_cat=0
split_feature=14 147 124 12 159 39 3 43 16 157 3 2 4 4 1 2 13
split_gain=0.0005411 0.000230812 0.000239963 0.000292684 0.000303873 0.000319027 0.00027178 0.000271138 0.000320378 0.000339671 0.000256188 0.000346094 0.000226315 0.000274945 0.000174619 0.000219313 9.85416e-05
threshold=0.076175000000000007 1.0000000180025095e-35 0.11040000000000001 0.11650500000000001 -0.032739999999999991 0.097050000000000011 0.14121000000000003 -0.16318499999999997 0.064860000000000015 -0.077234999999999984 0.10893000000000001 0.089885000000000007 -0.077679999999999985 0.053180000000000012 0.099400000000000002 0.092755000000000018 -0.061684999999999997
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 -6 9 -9 11 12 -11 -14 15 -13 -10
right_child=-2 -3 -4 -5 5 -7 -8 8 16 10 -12 14 13 -15 -16 -17 -18
leaf_value=-0.00066865202013824062 -0.0010350274072042933 0.00056917617904875251 0.00067539024440570639 -0.00079137724947073163 0.00053847039417661028 -0.00069556010076911561 0.00069080861597590321 0.00087323762770916873 -0.0002189508647104995 0.00032100184943032958 -0.00064847003276708403 0.00061831646676230453 -0.00099305700089108591 -2.8206470301270988e-05 0.00087438405291824072 -0.00020523705686334193 -0.00078057652834780447
leaf_weight=0.0012778483107024089 0.0010041302649856912 0.0015472421507930689 0.0010069059143730233 0.0010020396544913731 0.0019533493515850832 0.0010804055745718124 0.0014728407432844657 0.0010010371252814352 0.001353056327587171 0.0010473675399089149 0.0011031487942627649 0.0012817390420237912 0.0011189816855489507 0.0013054939097730325 0.0010880292154982554 0.0013592668236399735 0.0012049325447662683
leaf_count=377 101 167 30 127 103 100 117 160 198 539 24 118 315 88 102 245 210
internal_value=0 3.80184e-05 -3.79131e-06 -4.0461e-05 2.17669e-06 5.4543e-05 0.000107549 4.53725e-05 -3.58201e-05 8.72492e-05 -7.50048e-06 9.06938e-05 -0.000233832 -0.000473519 0.000392837 0.000194452 -0.000483503
internal_weight=0 0.0212037 0.0196564 0.0186495 0.0176475 0.0163696 0.0152892 0.0138164 0.0118631 0.00930506 0.00830403 0.00720088 0.00347184 0.00242448 0.00372904 0.00264101 0.00255799
internal_count=3121 3020 2853 2823 2696 2319 2219 2102 1999 1591 1431 1407 942 403 465 363 408
is_linear=0
shrinkage=0.00142833


Tree=2173
num_leaves=13
num_cat=0
split_feature=11 3 1 16 16 15 15 151 0 0 0 42
split_gain=6.17228e-05 0.00010344 8.37025e-05 0.000138541 0.000147664 0.000248992 0.000119384 0.000191024 0.000133739 0.000105565 8.98115e-05 5.07416e-05
threshold=0.081790000000000015 -0.12018999999999998 0.094385000000000011 -0.27167499999999994 -0.056919999999999991 -0.016799999999999995 -0.0058549999999999991 -0.024429999999999997 -0.082974999999999979 -0.11173999999999999 0.089620000000000019 0.075730000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 6 -4 9 -6 7 -3 -8 -5 -10 -1
right_child=-2 2 3 4 5 -7 8 -9 10 -11 -12 -13
leaf_value=0.002725321579026661 -0.0015449937523173557 3.2088653861691592e-05 -0.0014777322399441451 0.00079174133897015923 -0.001652316385907371 0.0023873470352307946 0.0016413670679796789 -0.0042755449468107314 -0.0024742334700306994 0.0040296763283208178 0.00037974804669479697 0.00048406726175481739
leaf_weight=0.0010370919531866854 0.001250888096458346 0.0010651901815745234 0.0015471262296535074 0.0010089562434996147 0.0019150678759309731 0.0013353942529544804 0.0015430305106521212 0.0010582022859686492 0.0011781054420176356 0.001069630970832347 0.0010989289675790367 0.0010464636201030914
leaf_count=93 175 257 214 70 220 140 438 662 599 126 40 87
internal_value=0 0.000115711 -0.000125472 0.000413982 0.000963183 7.30711e-06 -0.000749584 -0.00211464 9.1851e-06 0.00245797 -0.00109686 0.00159965
internal_weight=0 0.0149032 0.0128196 0.00687618 0.00532905 0.00325046 0.00594346 0.00212339 0.00382006 0.00207859 0.00227703 0.00208356
internal_count=3121 2946 2766 770 556 360 1996 919 1077 196 639 180
is_linear=0
shrinkage=0.00718087


Tree=2174
num_leaves=13
num_cat=0
split_feature=52 52 2 39 42 160 16 52 15 42 151 2
split_gain=5.83391e-05 9.8899e-05 0.000202138 8.29989e-05 9.59011e-05 0.000139836 0.000214337 0.00015425 0.000192843 0.000197821 0.000239179 9.93257e-05
threshold=-0.24456499999999998 -0.081429999999999989 0.092120000000000021 0.090190000000000006 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.008904999999999998 0.10744000000000002 0.090455000000000021 0.084050000000000014 -0.0083949999999999979 0.090425000000000019
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 -7 -12
right_child=1 3 -4 -5 5 7 -8 -9 -10 -11 11 -13
leaf_value=-0.0014475147841921145 -0.0003771920479246774 -0.0025894713430209943 0.0045350683040556667 0.0021210983188716076 -0.004284139553993347 -0.0030766528641552426 0.00085072758849539696 0.0031931132031466267 0.0028028184556304586 -0.0034437773139328514 -1.8655061358160611e-05 0.0035415398228759061
leaf_weight=0.0017849281362028917 0.0013933051099379234 0.0012225342969659726 0.0010323450735782447 0.0010373011052805048 0.0012330363680952529 0.0010217944587868621 0.001078963658613972 0.0012378492082684156 0.0012968759688540485 0.0014517301771904551 0.001061880406242114 0.0011614452142406639
leaf_count=364 260 651 147 154 435 82 245 128 173 314 93 75
internal_value=0 0.000166137 0.00171344 -0.000151841 -0.000370836 -8.66282e-05 -0.0018878 0.000489223 -6.91956e-05 -0.000862205 0.000292682 0.00184116
internal_weight=0 0.0142291 0.00242565 0.0118034 0.0107661 0.00954358 0.002312 0.00723158 0.00599373 0.00469685 0.00324512 0.00222333
internal_count=3121 2757 407 2350 2196 1545 680 865 737 564 250 168
is_linear=0
shrinkage=0.00841354


Tree=2175
num_leaves=19
num_cat=0
split_feature=1213 14 124 123 484 4 12 13 48 52 3 0 150 2 3 15 2 47
split_gain=0.000534446 0.000328323 0.000222285 0.000350794 0.000319652 0.000338114 0.000338911 0.000342811 0.000302757 0.000228373 0.000218777 0.000263712 0.0004748 0.000356925 0.000230241 0.000203321 0.000139131 4.97526e-05
threshold=-1.0000000180025095e-35 0.062655000000000016 0.11040000000000001 1.0000000180025095e-35 -0.0068949999999999992 -0.49405499999999997 -1.0000000180025095e-35 -0.28558999999999996 0.12737000000000001 0.12603000000000003 -0.12018999999999998 -0.23091999999999999 0.087380000000000013 0.092365000000000017 -0.08824499999999999 -1.0000000180025095e-35 0.092120000000000021 0.092165000000000011
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 -8 9 10 16 -12 13 14 -13 17 -9 -16
right_child=1 -3 -4 -5 5 6 7 8 -10 -11 11 12 -14 -15 15 -17 -18 -19
leaf_value=-0.0011280426938893818 -0.00084095813315353599 -0.00086077388700987821 0.00083890470030467885 0.00078767123226917068 -0.00073083686799728603 -0.00064109412024875273 0.001020378885553693 0.00025046257701260546 -0.00066044527147419735 -0.00051158797255822816 0.00081399972242676959 -0.00027529580649691683 -0.00099263863485916622 -0.00063627613670279586 -2.4507582370410574e-05 0.00097790062125271428 0.0010538628827982078 0.0004760099697391753
leaf_weight=0.0010917780829358186 0.0011678407309056579 0.0010213799628960843 0.0010198871413460422 0.0016129630313920741 0.0013883365953801996 0.0014569386594674777 0.0012226066925113905 0.0010229268956075616 0.0012371100832651036 0.0011264487988772902 0.0013297368200397815 0.0011193413298530809 0.0010650108559122629 0.0011382165731884664 0.0010622425693384658 0.0017808910319521811 0.001340845887067843 0.0010762711676853276
leaf_count=491 449 90 30 243 116 150 65 55 50 247 45 163 129 243 121 287 85 62
internal_value=0 4.77833e-05 9.1623e-05 5.37953e-05 -1.00693e-05 4.58039e-05 0.000113284 0.00018897 0.000112537 0.000191816 0.000264273 0.000142408 1.90937e-05 0.000193533 0.000380981 0.000568407 0.00070619 0.000227393
internal_weight=0 0.022189 0.0211676 0.0201477 0.0185348 0.0173669 0.0159786 0.0145216 0.013299 0.0120619 0.0109355 0.00857171 0.00724197 0.00617696 0.00503875 0.0039194 0.00236377 0.00213851
internal_count=3121 2630 2540 2510 2267 1818 1702 1552 1487 1437 1190 1050 1005 876 633 470 140 183
is_linear=0
shrinkage=0.0016407


Tree=2176
num_leaves=11
num_cat=0
split_feature=1 151 150 151 4 0 133 3 3 47
split_gain=6.04511e-05 0.000123244 0.000221096 0.000125396 0.000119852 0.000116014 0.000108945 8.30231e-05 9.74556e-05 7.53035e-05
threshold=0.077565000000000009 0.043560000000000008 0.081835000000000019 -0.033849999999999991 0.40473500000000007 -0.059114999999999994 1.0000000180025095e-35 0.090900000000000009 -0.078934999999999991 0.090280000000000013
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 7 -1 -7 8 -5 -10
right_child=1 -3 -4 4 -6 6 -8 -9 9 -11
leaf_value=-0.0026291940595533623 -0.0025235125752372245 -0.0022781790875048761 0.0034171597144063873 -0.00093764180167141145 0.0029028284184047072 0.0016254838381227329 -0.0018620136903429165 -0.0017565235245513581 0.0032967906641083698 0.00018289705053175934
leaf_weight=0.0017556071536643436 0.0012397834633351996 0.0012365438551454064 0.0018145115988705942 0.0017988065028473211 0.0012935824373637231 0.0017147099757905959 0.0011444068469266336 0.0015778980022886913 0.0012072758456442949 0.0011734697759471779
leaf_count=1460 115 106 229 402 217 97 79 125 189 102
internal_value=0 0.000330312 0.000649501 4.3777e-05 0.000495184 -0.000858014 0.000229558 -4.57653e-05 0.000600094 0.00176195
internal_weight=0 0.0113419 0.0101053 0.00829082 0.00705103 0.00461472 0.00285912 0.00575745 0.00417955 0.00238075
internal_count=3121 1485 1379 1150 1035 1636 176 818 693 291
is_linear=0
shrinkage=0.00875344


Tree=2177
num_leaves=18
num_cat=0
split_feature=1213 1374 457 11 2 52 159 49 13 15 16 0 47 2 1 3 43
split_gain=0.000463961 0.000224481 0.00031597 0.000242884 0.000169156 0.000336252 0.000248437 0.000229927 0.00022956 0.000350205 0.000264334 0.000402038 0.000137407 0.000144188 0.000133688 0.000127166 5.38607e-05
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.088350000000000026 0.088215000000000002 0.116525 0.11434500000000002 0.094385000000000011 0.005085000000000001 -0.0034749999999999994 0.024640000000000006 -0.078844999999999985 -0.071924999999999989 0.092710000000000015 0.08647500000000001 0.085110000000000005 -0.078724999999999976 -0.072534999999999988
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 -6 10 12 15 -12 13 -10 -15 -3 -13
right_child=1 2 -4 -5 7 -7 -8 -9 9 -11 11 16 -14 14 -16 -17 -18
leaf_value=-0.0010966545027635401 -0.00069282312808005705 0.001171534010187819 0.00082304478567960101 -0.00075643597876677842 0.00083565623403386482 -0.00072076958747396358 -0.00065986917054783973 -6.3557923031400595e-05 0.0007046953406211813 -0.00094328067807327636 -0.00073189940563739633 0.00078133589694332763 -0.00029973461422617325 -0.00040423517042293219 0.00041453793489288639 0.00039624005117833106 0.00024545419344727744
leaf_weight=0.0010219302130095162 0.0010793484951117085 0.0012513792807503626 0.0014133460085019719 0.0010291592600225599 0.0016286352126508993 0.0015970129330353912 0.001117867000358261 0.0014442532274059894 0.0013668971747709596 0.0010233949876573556 0.0010655009909044709 0.0010110358717149714 0.0015392631649555621 0.0010281581082205588 0.0011233000359878176 0.0010451524105307064 0.0010084993881456636
leaf_count=491 55 261 116 109 208 364 181 133 57 149 452 101 59 79 83 154 69
internal_value=0 3.57112e-05 7.56416e-05 1.78534e-05 6.40477e-05 -1.15917e-05 7.84342e-05 0.000413027 0.000150436 -6.79887e-05 0.000397249 8.35191e-05 0.000109124 0.000287998 2.32553e-05 0.000818697 0.000513732
internal_weight=0 0.0207722 0.0196929 0.0182795 0.0172503 0.0141775 0.0125804 0.00307289 0.0114626 0.00608101 0.00538157 0.00308504 0.00505762 0.00351836 0.00215146 0.00229653 0.00201954
internal_count=3121 2630 2575 2459 2350 2009 1645 341 1464 427 1037 622 278 219 162 415 170
is_linear=0
shrinkage=0.0016407


Tree=2178
num_leaves=13
num_cat=0
split_feature=484 4 151 124 47 13 43 0 43 43 3 1375
split_gain=5.9119e-05 7.3918e-05 7.50885e-05 0.000102502 0.000134405 0.00015245 0.000189499 0.000272231 0.000128711 0.000105964 6.98838e-05 6.34053e-05
threshold=-0.0068949999999999992 0.27044500000000005 -0.086769999999999986 -0.013479999999999999 0.11312500000000002 -0.094514999999999988 -0.084004999999999982 -0.088099999999999984 -0.25681499999999996 0.05259500000000001 0.10732000000000001 -0.012484999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 9 8 11 -7 -5 -3 -8
right_child=1 10 3 4 -6 6 7 -9 -10 -11 -12 -13
leaf_value=-0.0016653342681568785 0.0017307128033188298 0.0025810578590235297 -0.0021974900663991716 -0.00029661957152122512 0.0019969849187766392 -0.001359702178777128 0.00076418711196001574 -0.0045980965642938758 0.0019258898883231768 0.0026692982993925139 -2.4795085236947551e-05 -0.0015013505567034345
leaf_weight=0.0010409618917412078 0.0010576195947087927 0.0011176676136222573 0.0012652718154582141 0.0012709829999859616 0.0014481443252473839 0.0010357658918804247 0.0010593384569559383 0.0013098694554838312 0.001512763617226548 0.0012148644379676443 0.0010104467248938098 0.0015977493350408404
leaf_count=503 190 225 128 125 73 107 25 1021 291 68 121 244
internal_value=0 0.000104722 -0.000101727 -0.000267162 -3.34287e-05 -0.000360084 -0.000937316 -0.00191889 0.000590569 0.00115286 0.00134378 -0.000598117
internal_weight=0 0.0149005 0.0127724 0.0117148 0.0104495 0.00900133 0.00651549 0.00396696 0.00254853 0.00248585 0.00212811 0.00265709
internal_count=3121 2618 2272 2082 1954 1881 1688 1290 398 193 346 269
is_linear=0
shrinkage=0.00718087


Tree=2179
num_leaves=18
num_cat=0
split_feature=1213 14 1374 457 11 3 2 124 124 0 1 47 13 49 52 43 15
split_gain=0.000434146 0.000261596 0.000177193 0.000237388 0.000235083 0.000210177 0.000310911 0.000197361 0.000227019 0.000513042 0.000287283 0.000419223 0.000268695 0.000216228 0.00024959 0.000102933 0.000156332
threshold=-1.0000000180025095e-35 0.062655000000000016 -0.08070999999999999 0.085360000000000005 0.088215000000000002 -0.12018999999999998 0.10613000000000002 -0.043384999999999993 0.11040000000000001 -0.053834999999999994 0.12500000000000003 0.092530000000000015 -0.089109999999999981 -0.028954999999999998 -0.069804999999999992 -0.0037449999999999996 -0.10203999999999998
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 5 6 -4 -7 9 10 11 13 -11 -9 -15 -16 -17
right_child=1 -3 3 -5 -6 7 -8 8 -10 12 -12 -13 -14 14 15 16 -18
leaf_value=-0.0010795607627370402 -0.0006645190600711769 -0.00082211452381051003 -0.0001519569989193779 0.00051056644501158699 -0.00077728449980438597 0.00039323411659760864 0.00086132678332014219 -0.00050301732396755073 0.00049518955942440322 -0.00036902866082881087 0.00059227957711919903 -0.00084506802540756259 -0.0013248541756216501 -0.00049587449672489482 4.5234983456157728e-06 9.6580925891443919e-05 0.00087586095224902985
leaf_weight=0.0010784929449459959 0.0010675447273591479 0.0010911254710725951 0.0013994001210155755 0.0015735045450064105 0.0010397176940646338 0.0014684796033146872 0.0012806436364262153 0.0014251222090086177 0.001003384956747678 0.001371121595687308 0.0012379597607461434 0.001640732304142925 0.0012339702924533237 0.0010017692467399171 0.001275077480219977 0.001020331303140054 0.0012836948260568351
leaf_count=491 56 90 97 143 98 219 57 131 28 41 98 192 177 254 655 55 239
internal_value=0 -0.000113273 -7.52145e-05 -4.25419e-05 -9.17641e-05 -4.89351e-05 0.000332235 -0.000122104 -0.000182678 -0.000241875 -7.18398e-05 -0.000179357 -0.000821781 2.50376e-06 0.000159773 0.000343284 0.000530759
internal_weight=0 0.0214136 0.0203225 0.0192549 0.0176814 0.0166417 0.00268004 0.0139616 0.0124932 0.0114898 0.00888469 0.00764673 0.00260509 0.006006 0.00458087 0.0035791 0.00230403
internal_count=3121 2630 2540 2484 2341 2243 154 2089 1870 1842 1624 1526 218 1334 1203 949 294
is_linear=0
shrinkage=0.00148603


Tree=2180
num_leaves=19
num_cat=0
split_feature=1213 1374 457 11 124 484 3 15 0 148 14 0 15 1 15 2 2 0
split_gain=0.000486534 0.000342812 0.000358141 0.000360744 0.000295136 0.000310664 0.000281147 0.000472339 0.00029207 0.000337176 0.000180835 0.000359269 0.000262579 0.000463108 0.00016655 0.000156744 0.000194635 0.000147263
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.088350000000000026 0.089270000000000002 0.10281000000000001 -0.0068949999999999992 -0.12018999999999998 -0.015744999999999999 -0.053834999999999994 -1.0000000180025095e-35 -0.10708499999999999 -0.13027499999999997 0.088345000000000021 0.095285000000000022 -0.10469999999999999 0.10527500000000002 0.092120000000000021 -0.089269999999999988
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 -3 7 -7 9 -8 -11 14 13 -13 -12 16 -10 -15
right_child=1 2 -4 -5 -6 6 8 -9 15 10 11 12 -14 17 -16 -17 -18 -19
leaf_value=-0.0011702599018682293 -0.00089356814388060976 -0.00085839854237719797 0.00090825873454422514 -0.000944640450489806 0.00094948649751820538 0.0015243077729227123 -0.00079726126185330234 6.6984054106805212e-05 -0.00072917159280463169 -0.00046627991310978245 0.0013796029875096658 -0.00103840734849196 0.00063181747799148321 -0.00014662979910215644 0.00050223641714618715 -0.00099900716785416926 0.00034304213258776368 0.00070666701753937448
leaf_weight=0.0010613865328895277 0.0011418428720277865 0.0011276750983968747 0.0014922674296762991 0.0011012987022444012 0.001114886513098933 0.0010297385767796818 0.0010852987859868444 0.0019528045923662323 0.0010274015108564438 0.0010131200270326888 0.0010098263783158146 0.0013135386634547941 0.0016360195546880202 0.0013503458887283507 0.0018714368730454699 0.0011386760765225573 0.0010255332104051815 0.0011230590285318809
leaf_count=491 55 454 116 103 39 67 64 102 107 62 79 653 338 61 96 108 38 88
internal_value=0 3.59812e-05 8.55493e-05 2.39197e-05 8.05994e-05 2.58838e-05 8.60391e-05 0.000570133 -2.01697e-05 0.000121191 0.000228173 0.000312897 4.89226e-05 -0.000202897 0.000809736 -0.000480916 -0.000193553 0.000240813
internal_weight=0 0.0225548 0.0214129 0.0199207 0.0188194 0.0177045 0.0165768 0.00298254 0.0135943 0.0104026 0.00931735 0.00830423 0.00542296 0.00378694 0.00288126 0.00319161 0.00205293 0.0024734
internal_count=3121 2630 2575 2459 2356 2317 1863 169 1694 1441 1377 1315 1140 802 175 253 145 149
is_linear=0
shrinkage=0.00174112


Tree=2181
num_leaves=13
num_cat=0
split_feature=41 3 52 157 0 13 1 47 52 49 52 0
split_gain=6.58598e-05 8.8193e-05 7.53151e-05 9.56929e-05 0.000126359 0.00016803 0.000239028 0.00018049 0.000164362 0.000417507 9.42017e-05 6.41036e-05
threshold=0.078475000000000017 -0.15447499999999995 0.15116000000000002 -0.077384999999999995 -0.019414999999999998 -0.0034749999999999994 0.08844500000000001 0.081320000000000017 -0.0027449999999999996 -0.043469999999999995 0.024145000000000003 -0.10607499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5 -8 9 -7 -6 -10
right_child=-2 2 -4 4 10 8 7 -9 11 -11 -12 -13
leaf_value=0.0023478098230756404 -0.0022377161781080507 0.0024435427876635558 -0.002105341273434896 -0.0019553372423236387 0.0033757529495650053 -8.5786420067670815e-05 0.0051861345743031539 -3.0742635279416188e-05 0.0011217485120089748 -0.0077239957771763415 -0.00034015844326608911 -0.0018645008369019909
leaf_weight=0.0013448777989585768 0.0010489242388977407 0.0013240774268137188 0.0013902831511882511 0.0015439252862893488 0.0012917360638314444 0.0013419046445981575 0.0011618752210279804 0.0010445038090413361 0.0014390367666543141 0.0010642369570836863 0.0010068864260916466 0.0010179230338253622
leaf_count=157 148 296 356 959 119 64 360 113 85 173 45 246
internal_value=0 0.000122882 -9.67112e-05 0.000131512 -0.000149032 -0.000655295 0.000793172 0.00271646 -0.00177232 -0.00346417 0.00174804 -0.00011546
internal_weight=0 0.0149713 0.0136264 0.0122361 0.010912 0.00861341 0.0037503 0.00220638 0.0048631 0.00240614 0.00229862 0.00245696
internal_count=3121 2973 2816 2460 2164 2000 1432 473 568 237 164 331
is_linear=0
shrinkage=0.00910708


Tree=2182
num_leaves=16
num_cat=0
split_feature=1213 14 11 1374 453 4 457 160 160 43 43 16 2 0 16
split_gain=0.000455383 0.00033189 0.000218309 0.000225283 0.000249044 0.000287393 0.000246079 0.000202224 0.000175244 0.000179743 0.000257722 0.000219366 0.000342419 0.000185364 0.00016471
threshold=-1.0000000180025095e-35 0.062655000000000016 0.088215000000000002 -0.08070999999999999 1.0000000180025095e-35 0.27287000000000006 0.085360000000000005 -0.091944999999999985 -0.030779999999999998 -0.074359999999999996 -0.090299999999999991 -0.056919999999999991 0.10045500000000002 -0.10224499999999999 0.23311500000000004
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 14 13 -13 -11 -10
right_child=1 -3 -4 4 -6 -7 -8 8 9 11 -12 12 -14 -15 -16
leaf_value=-0.0010643520634176637 -0.00060676306343236837 -0.00086420511917963475 -0.00058402599442744063 -0.00049537216326554204 -0.00057457370101173281 0.00080848486513912629 0.00079998117196200048 0.00078927955964700738 -0.000188960844872685 -0.00018160639040457386 0.00097271973576168924 -0.0010429283388528356 4.7999080486810263e-05 0.00055502836955660803 0.00056879935454175971
leaf_weight=0.0010142604865162668 0.0010236602198556701 0.0010017720217353468 0.0011881748248185877 0.0014279570772954353 0.0010927339386975201 0.001891200309612733 0.0013390291018651199 0.0010010721099604639 0.0019585585373965431 0.0017382495404144578 0.0012050392518914632 0.0012509840388181398 0.0018384222596099647 0.0017981495395053004 0.0011950406459543816
leaf_count=491 56 90 101 332 78 290 104 238 188 87 296 183 123 415 49
internal_value=0 3.92381e-05 8.46076e-05 0.000126956 0.000169302 0.000218141 0.000142462 7.68236e-05 0.000144995 8.6278e-05 0.000339972 -8.06087e-05 -0.000393747 0.00019295 9.81886e-05
internal_weight=0 0.02095 0.0199483 0.0187601 0.0177364 0.0166437 0.0147525 0.0134135 0.0119855 0.0109844 0.00435864 0.00662581 0.00308941 0.0035364 0.0031536
internal_count=3121 2630 2540 2439 2383 2305 2015 1911 1579 1341 533 808 306 502 237
is_linear=0
shrinkage=0.00160853


Tree=2183
num_leaves=12
num_cat=0
split_feature=11 3 1 3 12 2 12 160 3 0 42
split_gain=6.28849e-05 8.08395e-05 8.42017e-05 0.000122961 0.000157069 0.000109529 0.000119296 0.000177638 9.89508e-05 8.93497e-05 3.50366e-05
threshold=0.081790000000000015 -0.12018999999999998 0.094385000000000011 0.083060000000000009 0.085885000000000017 0.10327000000000001 0.086700000000000013 0.08325500000000001 0.13524500000000003 -0.21861499999999998 0.075730000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 5 4 -4 6 7 -3 9 -5 -1
right_child=-2 2 3 8 -6 -7 -8 -9 -10 -11 -12
leaf_value=0.0029714471650716312 -0.0019546137682201281 0.0001488672853544569 0.0041312112644814152 -3.79147211628256e-05 -5.429880822855998e-05 -0.0034930438913324353 0.0013559153956229639 -0.0045106980717601443 0.0014359558570087201 -0.0034196510335380418 0.00063365060860562253
leaf_weight=0.0010032819259258577 0.0012472836908803955 0.0018371454395507475 0.0013725051046642178 0.0014063999880562505 0.0014914224841069412 0.001073249625892652 0.0019614811792898193 0.0010112579822357803 0.001382709019700723 0.0011179041924567201 0.0010416517070998069
leaf_count=93 175 611 255 69 225 287 981 117 171 50 87
internal_value=0 0.000133507 -0.000132671 0.000546227 0.00195156 -0.000914019 -0.00033855 -0.0015054 -0.000483913 -0.00153554 0.00178062
internal_weight=0 0.014699 0.0126541 0.00677094 0.00286393 0.00588313 0.00480988 0.0028484 0.00390701 0.0025243 0.00204493
internal_count=3121 2946 2766 770 480 1996 1709 728 290 119 180
is_linear=0
shrinkage=0.00892851


Tree=2184
num_leaves=17
num_cat=0
split_feature=14 1213 13 13 48 132 42 1 52 47 474 160 1 160 12 12
split_gain=0.000617176 0.000520033 0.000279417 0.000348869 0.000286559 0.000280234 0.000303611 0.000342279 0.000265986 0.000259815 0.000282913 0.00037112 0.000375762 0.000237 0.000276658 9.4735e-05
threshold=0.076175000000000007 -1.0000000180025095e-35 -0.53104499999999988 -0.39067499999999994 0.12879500000000002 0.081240000000000021 -0.0060199999999999993 0.11507500000000002 -0.10925999999999998 0.092710000000000015 0.084660000000000027 -1.0000000180025095e-35 0.10089500000000001 0.086870000000000017 0.088365000000000013 0.051320000000000005
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 -5 -8 10 11 -10 13 14 15 -13
right_child=-2 2 3 4 -6 -7 8 -9 9 -11 -12 12 -14 -15 -16 -17
leaf_value=-0.0010324778403197202 -0.0011709841492473525 -0.00071345055077399132 0.00083535066828208083 -0.00099124638155798539 -0.0005434744234470893 0.00075741354106137492 -0.00040503713157325372 0.00015087545860462852 -0.00034721463143902947 -0.00032563184475527609 0.001097149738225778 0.00047477209313968833 0.0010472099831137932 -0.00026249777783691211 -0.00020940243357340867 0.0010851885085927332
leaf_weight=0.0010460955599434418 0.0010665625396358838 0.0010030850790996295 0.0015189204209315977 0.0012762855052473208 0.0016842081846110682 0.0015252129000235945 0.0017593812602429279 0.0012332762182953871 0.0019751881140950191 0.0016682999437241863 0.0010389030666460167 0.0015488771538425695 0.001688145039173871 0.0017186007920940161 0.0011137481672617577 0.0010001723532409024
leaf_count=477 101 33 107 478 76 211 357 33 385 137 156 60 175 95 169 71
internal_value=0 3.2298e-05 8.35044e-05 0.000122032 6.56897e-05 0.000124162 6.38754e-05 -0.000429972 0.000155602 0.000239535 0.00033304 0.000245272 0.000410809 0.00021117 0.000433417 0.000714282
internal_weight=0 0.0227984 0.0217523 0.0207492 0.0192303 0.0175461 0.0160209 0.00250956 0.0135113 0.0117519 0.0100836 0.00904473 0.00706954 0.0053814 0.0036628 0.00254905
internal_count=3121 3020 2543 2510 2403 2327 2116 511 1605 1248 1111 955 570 395 300 131
is_linear=0
shrinkage=0.00154607


Tree=2185
num_leaves=12
num_cat=0
split_feature=147 11 48 43 4 49 133 160 4 52 52
split_gain=6.55241e-05 9.87104e-05 7.54884e-05 0.000148275 0.000115829 0.000114168 0.000118759 0.00014145 0.000136583 0.00012411 0.000105185
threshold=0.087350000000000025 0.081790000000000015 0.016865000000000002 -0.043144999999999996 0.033845000000000007 -0.0060549999999999988 -0.0061299999999999992 -0.079874999999999988 0.076415000000000025 0.077655000000000016 -0.075329999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 10 -1 -7 -8 9 -9 -5
right_child=-2 -3 3 4 -6 6 7 8 -10 -11 -12
leaf_value=-0.0026910648303696402 0.001776978440308897 -0.0022993276374822379 0.0032857687590003549 -0.00050517897819642155 -0.0020682512752103351 -0.0020558307143752883 -0.0019189947636534519 -0.0013543236110724075 0.0026945937606688876 0.0014069210530746911 0.002756091732487352
leaf_weight=0.0010849293093281647 0.0010919170788540452 0.0011522551423369673 0.001087124717806736 0.0012474301634107787 0.0010377544527058191 0.0014297354539871731 0.0012803332632390562 0.0018065796813284893 0.0016917116468415042 0.0019826354489810849 0.0010642621979720388
leaf_count=216 146 172 274 101 73 696 336 531 172 282 122
internal_value=0 -0.000157106 2.29035e-05 0.000840454 4.67814e-05 -0.000368122 -6.04387e-05 0.000361507 0.000894227 9.04457e-05 0.000996252
internal_weight=0 0.0148648 0.0137125 0.00443657 0.00334945 0.00927592 0.008191 0.00676126 0.00548093 0.00378922 0.00231169
internal_count=3121 2975 2803 570 296 2233 2017 1321 985 813 223
is_linear=0
shrinkage=0.0076204


Tree=2186
num_leaves=17
num_cat=0
split_feature=1213 14 147 11 160 124 4 13 157 3 0 51 0 42 3 16
split_gain=0.000497746 0.000311132 0.000184427 0.000214956 0.000234707 0.000246718 0.000358449 0.000330266 0.000264962 0.000303767 0.000280982 0.000269763 0.000212077 0.000197471 0.000235079 0.000181724
threshold=-1.0000000180025095e-35 0.062655000000000016 1.0000000180025095e-35 0.088215000000000002 -0.22361499999999998 0.0049200000000000008 -0.49405499999999997 -0.084034999999999985 -0.073574999999999988 0.097915000000000016 -0.059114999999999994 0.10174000000000001 -0.10151999999999999 0.08623500000000002 0.097915000000000016 -0.094359999999999986
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 13 -9 10 12 -11 15 14 -8 -10
right_child=1 -3 -4 -5 5 -7 7 8 9 11 -12 -13 -14 -15 -16 -17
leaf_value=-0.0011108932446978453 -0.00063221349854156639 -0.00083020866271891981 0.00061410096846801761 -0.00067945863294166238 -0.00076348054359618854 0.00089445651593593012 -0.00033413421783341432 0.00075946207948378482 -0.00023454256871572942 -0.0010321136739096879 0.00059292419364505376 5.0522138673880025e-05 -0.00062264975510253721 0.00093888911250574771 0.00060203340196146528 0.00060918370065519143
leaf_weight=0.001027598667961419 0.0011307210113205837 0.001022669415293386 0.0015405496564091436 0.0010293561962129152 0.0012155471486359143 0.0010128542144701566 0.0011149852831435726 0.0010025491885543381 0.0015684314275219158 0.0014622211404518026 0.0018912017732698625 0.0010046194062240943 0.0015671482968928887 0.0016833028686443693 0.0018381040894219769 0.0011409665369045384
leaf_count=491 282 90 165 97 98 61 243 155 70 48 151 26 782 193 110 59
internal_value=0 3.53765e-05 7.91931e-05 3.50364e-05 7.67471e-05 0.000125325 7.50308e-05 0.000146439 -2.3272e-05 -0.000114154 7.66486e-05 -0.000591211 -0.000151662 0.000499199 0.000248569 0.000120763
internal_weight=0 0.0212252 0.0202026 0.018662 0.0176327 0.0165019 0.0154891 0.0142735 0.00963714 0.00863459 0.00616775 0.00246684 0.00427655 0.00463639 0.00295309 0.0027094
internal_count=3121 2630 2540 2375 2278 1996 1935 1837 1291 1136 1062 74 911 546 353 129
is_linear=0
shrinkage=0.00160853


Tree=2187
num_leaves=20
num_cat=0
split_feature=14 1213 1374 457 11 402 4 0 157 51 4 1 3 4 16 1 1 15 3
split_gain=0.000533746 0.000476518 0.00022883 0.000279325 0.000406885 0.000202787 0.000244388 0.000540292 0.000290718 0.000243937 0.000320542 0.000314059 0.000309763 0.000308059 0.00019934 0.000180059 0.000137849 0.000363277 4.49147e-05
threshold=0.076175000000000007 -1.0000000180025095e-35 -0.08070999999999999 0.085540000000000019 0.089270000000000002 0.073745000000000019 -0.27825499999999997 0.18019500000000002 -0.073574999999999988 0.012085000000000002 -0.083854999999999985 0.095285000000000022 0.10732000000000001 0.058735000000000009 0.15891500000000003 0.099990000000000009 0.12811000000000003 -0.10091499999999999 0.12745000000000004
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 7 14 -8 10 -10 13 16 -12 -4 -11 17 -13 -14
right_child=-2 2 3 -5 -6 -7 8 -9 9 15 11 12 18 -15 -16 -17 -18 -19 -20
leaf_value=-0.0011453801906345332 -0.0012763733121679594 -0.0006890146119437247 -0.00035821464940797464 0.00082169519049787073 -0.00099672667320907385 0.00083048765608829641 0.00098619899849831678 0.00066380628024218587 0.00076966464823845259 0.00011991472619493739 -0.0012399186754621378 0.00069934115290520165 -0.00074656865094998789 2.5994887809229652e-05 -0.0013953229018113359 0.0011433522918183109 0.00087342870140262466 -0.00062957464883328705 -0.00021910533289692133
leaf_weight=0.0010304900136193845 0.0010228190567646003 0.0011269971671499226 0.0013179025268854555 0.0017034135110945417 0.0010627247795280672 0.0012289339102759733 0.0013148025513735192 0.0011538763606040447 0.0014110383245977158 0.0010569184825988962 0.0013682684506941319 0.0015629065754695914 0.0010224543552936893 0.0010887140541397979 0.0010504135175000151 0.001113302014265849 0.0011944553214432545 0.0011092489473066847 0.0010142524024270294
leaf_count=477 101 56 64 141 92 230 275 15 130 152 647 71 25 156 99 95 76 154 65
internal_value=0 3.48377e-05 9.03705e-05 0.000132653 7.11057e-05 0.000134125 8.31199e-05 -0.000332693 0.000193601 0.000106333 -1.32892e-05 -0.000145435 7.66283e-05 -0.000678979 -0.000818201 0.000644928 0.000371882 0.00014769 -0.000483899
internal_weight=0 0.0229311 0.0219006 0.0207736 0.0190702 0.0180075 0.0167786 0.00352219 0.0132564 0.0119416 0.00977134 0.0083603 0.00590332 0.00245698 0.00236832 0.00217022 0.00386661 0.00267216 0.00203671
internal_count=3121 3020 2543 2487 2346 2254 2024 178 1846 1571 1324 1194 391 803 163 247 301 225 90
is_linear=0
shrinkage=0.00177594


Tree=2188
num_leaves=18
num_cat=0
split_feature=1213 14 52 157 159 133 16 42 48 15 3 49 3 15 12 3 16
split_gain=0.000487486 0.000301899 0.000213181 0.000298373 0.00027497 0.000300649 0.000307868 0.000320624 0.000313447 0.000286585 0.000346456 0.000224228 0.000316878 0.000199554 0.000223668 0.000136556 0.000124486
threshold=-1.0000000180025095e-35 0.057600000000000005 -0.40306999999999998 -0.073574999999999988 0.10497500000000001 0.10622000000000002 0.19444000000000003 -0.0060199999999999993 0.12737000000000001 -0.095869999999999983 0.10299500000000002 -0.069799999999999987 -0.081924999999999984 -0.10653 0.089505000000000015 0.083060000000000009 -0.082779999999999979
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 5 6 7 -5 9 13 11 12 -11 14 -9 -8 -13
right_child=1 -3 3 4 -6 -7 15 8 -10 10 -12 16 -14 -15 -16 -17 -18
leaf_value=-0.00099133862463689887 -0.00049955712245041187 -0.00074930856959702587 0.00069131341621630853 -0.00062105059862781968 -0.00067831463748966193 -0.00061885115535799818 0.0010111653853907333 0.00044933474369252566 -0.00058974590958184834 0.0004751453337068458 0.0011625727233647541 0.00074669007388028746 -0.0006660804330328729 -0.00057877752267072326 -0.00040709796735860325 0.00032292548779556734 0.00014798551276424811
leaf_weight=0.001036325596486711 0.0013038290114487537 0.0010007818679774729 0.0017028171760952162 0.0013122558075728758 0.0010287374553423342 0.0011528925631624316 0.0010791931418576714 0.0017382069281294855 0.0011262436902406145 0.0010010205861401833 0.0010870525231305717 0.0018413241613425184 0.001066749476538285 0.0012100586912475704 0.0010312543707521465 0.0014131903652732092 0.0012292469597505011
leaf_count=491 299 93 296 376 186 315 57 194 53 43 76 155 96 51 47 28 265
internal_value=0 3.18704e-05 7.03366e-05 0.000109403 5.21835e-05 9.83192e-05 0.000152946 6.06926e-05 0.000139645 0.000220143 0.000415343 0.000257262 -0.000113606 -8.52212e-05 0.000130428 0.000620931 0.00050701
internal_weight=0 0.0213249 0.0203241 0.0190202 0.0173174 0.0162887 0.0151358 0.0126434 0.0113312 0.0102049 0.00622539 0.00513834 0.00206777 0.00397952 0.00276946 0.00249238 0.00307057
internal_count=3121 2630 2537 2238 1942 1756 1441 1356 980 927 635 559 139 292 241 85 420
is_linear=0
shrinkage=0.00145689


Tree=2189
num_leaves=17
num_cat=0
split_feature=14 147 124 159 16 157 43 2 2 47 12 16 1 16 13 2
split_gain=0.000226071 0.000200308 0.000226467 0.000250216 0.000201756 0.000306236 0.000302854 0.000295823 0.000206855 0.000225667 0.000175609 0.000167407 0.000131905 0.000214259 0.000121671 8.24189e-05
threshold=0.054835000000000009 1.0000000180025095e-35 0.11040000000000001 -0.032739999999999991 0.064860000000000015 -0.069619999999999987 -0.17390999999999998 0.089885000000000007 0.091545000000000015 0.096770000000000009 0.10097500000000002 -0.088394999999999987 0.11181500000000001 -0.082779999999999979 -0.061684999999999997 0.097845000000000015
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 -6 10 -9 12 11 -7 13 -10 15 -8
right_child=-2 -3 -4 4 6 7 14 8 9 -11 -12 -13 -14 -15 -16 -17
leaf_value=-0.00073517407052520222 -0.00073264549539244926 0.00058194919123380473 0.00071247569363918468 0.00093185520631775313 0.00034502798567654118 -0.00084501512495944347 -0.00061765026204855221 0.00084622926826650438 -0.00023660105235590693 0.00073235292401648369 0.00028067143839714652 -0.00014132648870107239 -0.00050316301884791807 0.00069821259557770123 -0.00090366661529420189 -3.2717770437276298e-07
leaf_weight=0.0012585570731799547 0.0010195923232850781 0.0015047692109361179 0.0010038719487173156 0.0010223745463692627 0.0013964857143804466 0.0015165761111424932 0.0010272554379522764 0.0011826113682860684 0.0015586974884315777 0.0011211428255246125 0.0010580690980328961 0.0018866878316316123 0.0012077411424567322 0.0010015187620004556 0.0013108404971609788 0.0011289209849945081
leaf_count=402 110 167 30 188 38 329 137 75 179 70 71 650 128 217 243 87
internal_value=0 2.84461e-05 -1.61382e-05 -5.75148e-05 -5.57031e-06 0.00010784 -0.000275026 2.78577e-05 0.000254397 0.00011124 -0.000280454 -0.000454907 -7.35696e-05 0.000129084 -0.000524779 -0.000294435
internal_weight=0 0.0201861 0.0186814 0.0176775 0.0164189 0.0115554 0.0048635 0.010533 0.00607171 0.0048891 0.00446133 0.00340326 0.00376796 0.00256022 0.00346702 0.00215618
internal_count=3121 3011 2844 2814 2412 1907 505 1719 669 594 1050 979 524 396 467 224
is_linear=0
shrinkage=0.00157699


Tree=2190
num_leaves=13
num_cat=0
split_feature=1 52 3 15 47 3 2 52 43 43 52 13
split_gain=6.30064e-05 0.000151606 0.000163213 0.000135773 0.000154007 0.000136076 0.00015433 0.000120247 0.000116505 8.50397e-05 5.37222e-05 1.80366e-05
threshold=0.104035 0.11434500000000002 0.090900000000000009 -0.016799999999999995 0.13148500000000005 0.11924500000000002 1.0000000180025095e-35 -0.0027449999999999996 -0.072864999999999985 -0.0037449999999999996 -0.066844999999999988 -0.0021749999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 5 6 -2 8 -1 11 -4 -9
right_child=3 -3 10 -5 -6 -7 -8 9 -10 -11 -12 -13
leaf_value=-0.00043740299413056306 -0.00040184401804275321 -0.0032973306499268981 0.00057134650911766635 0.0023705037920603105 -0.002798561894934042 -0.0013403169221864329 0.0036103122931841251 -0.00025053299100270766 -0.0039407482744922223 0.0013315809666139277 0.0031145343904962377 -0.0017488948182680702
leaf_weight=0.0012353331935728504 0.0011254205976852401 0.0010424853785732284 0.0010555537288827743 0.00187552413689726 0.0010691618520319857 0.0014259668524264635 0.001297296275208068 0.0010024462204182186 0.0011541158694557269 0.0018988829534185851 0.0010330849083999283 0.0010176002432539522
leaf_count=537 157 373 69 154 53 137 190 505 308 435 36 167
internal_value=0 -0.000445731 -9.17062e-05 0.000555538 -0.000136637 0.000602843 0.00174655 -0.000727719 -0.00212954 0.000126998 0.00182926 -0.00100533
internal_weight=0 0.0094395 0.00839702 0.00679337 0.00491785 0.00384868 0.00242272 0.00630838 0.00238945 0.00391893 0.00208864 0.00202005
internal_count=3121 2430 2057 691 537 484 347 1952 845 1107 105 672
is_linear=0
shrinkage=0.00792826


Tree=2191
num_leaves=13
num_cat=0
split_feature=484 4 3 150 12 1 42 52 15 4 3 2
split_gain=6.04245e-05 7.83905e-05 7.62762e-05 7.24084e-05 8.94758e-05 0.000155366 0.000254928 0.000136838 0.000165142 0.000143332 0.000112453 0.000120685
threshold=-0.0068949999999999992 0.27287000000000006 0.10893000000000001 0.102565 -0.040564999999999997 0.12873500000000002 0.091735000000000025 -0.088204999999999992 -0.031204999999999997 0.0037800000000000004 -0.08824499999999999 0.084055000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 6 7 -6 9 -9 -10 -12
right_child=1 2 -4 -5 5 -7 -8 8 10 -11 11 -13
leaf_value=-0.0019459562462555648 -0.0017378870740888293 0.00303711521688171 -8.1160465277143205e-05 -0.0020614148322196366 -0.001745713426769997 0.0029534726217183846 -0.0038710270609569938 0.0051091860011329175 -0.001975557612942185 0.0009266413504878761 0.003212196092980203 -0.00043015302918211621
leaf_weight=0.0010423390141410865 0.001617561536348012 0.0011336377129711412 0.0010085612686016043 0.0012034889708731076 0.0015233552863112799 0.001352486014095434 0.0010462244815892356 0.00100647173036943 0.0013145073010118768 0.0012495932665831516 0.0010115432869902464 0.0015946691117560211
leaf_count=503 204 219 115 143 373 49 389 141 294 140 180 371
internal_value=0 0.000107617 0.00156901 -0.000134691 6.32191e-05 0.000351707 -5.06142e-05 0.000468469 0.00101454 0.00279255 -8.55997e-06 0.000983544
internal_weight=0 0.0150621 0.0021422 0.0129199 0.0117164 0.0100989 0.00874636 0.00770014 0.00617678 0.00225606 0.00392072 0.00260621
internal_count=3121 2618 334 2284 2141 1937 1888 1499 1126 281 845 551
is_linear=0
shrinkage=0.00824856


Tree=2192
num_leaves=12
num_cat=0
split_feature=41 3 1 52 15 4 42 4 15 1 1
split_gain=5.97321e-05 8.5279e-05 6.61431e-05 0.000196844 0.000180559 0.000181018 0.0001586 0.000163359 0.000170381 0.000142407 8.74101e-05
threshold=0.078475000000000017 -0.15447499999999995 0.111945 0.10160000000000001 -0.016799999999999995 0.24564500000000003 -0.0060199999999999993 -0.083854999999999985 1.0000000180025095e-35 0.094385000000000011 0.086560000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 5 -4 -3 -8 9 10 -9
right_child=-2 2 4 -5 -6 -7 7 8 -10 -11 -12
leaf_value=0.0020860416124349906 -0.0019266753543504015 -0.0028255947823857016 -0.0019330558759049863 -0.0031805550094558444 0.0036238092165042446 0.0020823526139866831 0.0028801268141558168 0.0010258202511384969 -0.0025586843673359445 0.0028544300215359924 -0.0022146331376203506
leaf_weight=0.0013529555741960192 0.0010472155635093952 0.0011133234869919757 0.001817314488917865 0.0015288897241374881 0.0011116496518963634 0.0013177646123460427 0.0015536802036041639 0.0012057743350147457 0.0014576283800324594 0.0013908917178274693 0.0010680774301270457
leaf_count=157 148 657 157 473 63 217 178 469 346 141 115
internal_value=0 0.000111288 -8.56717e-05 -0.000474511 0.000767529 -0.000245263 5.66278e-05 0.000537278 -0.000173338 0.000775419 -0.000496291
internal_weight=0 0.0149179 0.013565 0.00931827 0.00424673 0.00313508 0.00778938 0.00667605 0.00512237 0.00366474 0.00227385
internal_count=3121 2973 2816 2379 437 374 1906 1249 1071 725 584
is_linear=0
shrinkage=0.00824856


Tree=2193
num_leaves=13
num_cat=0
split_feature=11 3 457 16 1 4 2 160 2 2 4 42
split_gain=5.51986e-05 8.18745e-05 8.80789e-05 7.2344e-05 8.98352e-05 0.000230724 0.000114515 9.80728e-05 0.000123232 0.000107639 6.86973e-05 2.12097e-05
threshold=0.081790000000000015 -0.12018999999999998 -0.0029299999999999994 -0.48836499999999994 0.11323000000000001 0.053925000000000008 0.113445 0.032695000000000009 0.086950000000000013 0.098260000000000014 -0.077679999999999985 0.079510000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 -3 -4 5 7 -6 8 10 -10 -5 -1
right_child=-2 2 3 4 6 -7 -8 -9 9 -11 -12 -13
leaf_value=0.0021707542105012185 -0.001472718709610908 -0.002046521450699943 0.0019086079716794516 0.0019873185872401741 -0.00016420479409756281 -0.0037078366034754466 0.0026617791770955634 0.0013576210070034356 -0.0034564461334900595 -0.00037378923576585559 -0.00065102423564439142 0.00070688698262915675
leaf_weight=0.0010218448435559491 0.0012390610382219105 0.0011055784645555055 0.0010124446112167564 0.0010339857190614209 0.0019358338072138111 0.0010191211129570565 0.001196345516735968 0.0018626183979725264 0.0010361992269642345 0.001338655307986731 0.0010021077086237685 0.0010196349965232443
leaf_count=101 175 244 182 501 138 207 163 242 521 247 321 79
internal_value=0 0.000105988 -0.000111073 7.60153e-05 -0.000101963 -0.000538825 0.000915188 -2.40293e-05 -0.000607461 -0.00171882 0.000688801 0.00143961
internal_weight=0 0.0145844 0.0125429 0.0114373 0.0104249 0.00729269 0.00313218 0.00627357 0.00441095 0.00237485 0.00203609 0.00204148
internal_count=3121 2946 2766 2522 2340 2039 301 1832 1590 768 822 180
is_linear=0
shrinkage=0.00718087


Tree=2194
num_leaves=20
num_cat=0
split_feature=1213 1456 11 1374 13 453 16 2 160 15 124 52 16 2 3 47 3 157 43
split_gain=0.000478636 0.000406835 0.000346031 0.000351615 0.000375941 0.000358449 0.000269477 0.000316176 0.000308656 0.000288333 0.00027034 0.000285393 0.000253059 0.000392088 0.000224173 0.000218114 0.000348408 0.000184247 0.000342065
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.088215000000000002 -0.094929999999999987 -0.53104499999999988 1.0000000180025095e-35 -0.5048999999999999 0.11682500000000001 0.08325500000000001 -0.090344999999999995 0.10281000000000001 -0.10925999999999998 -0.013324999999999998 0.08622500000000001 0.12745000000000004 0.092710000000000015 -0.078934999999999991 -0.06482499999999998 -0.17390999999999998
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 -6 8 10 -10 11 -8 13 15 -9 16 -13 -14 -19
right_child=1 2 -4 4 5 -7 7 14 9 -11 -12 12 17 -15 -16 -17 -18 18 -20
leaf_value=-0.00098198435345807074 -0.00093659964241640304 -0.00069631488452554121 -0.00071964937930308064 -0.00075332886827931677 0.00087181472704279082 -0.00061863663910501055 -0.0007208566995676142 0.0012015401789459681 0.0012448117167244302 0.00016191944625026353 0.00075853642408357086 -0.00024336827108872936 0.00090160062901902547 -0.00089344696283772784 0.00026253470807553064 -0.00049253484004219811 0.0009748274211376632 0.00080536692868603678 -0.00030851930662685362
leaf_weight=0.0011811687728030462 0.0010012246498468788 0.0011921450061995733 0.0012474471114503052 0.0010029136139504324 0.0016321019069842476 0.0011467262498312527 0.001390386027820001 0.0011960400700917464 0.0010166434118368678 0.0013930885244937555 0.0010360645500638874 0.001136504408204092 0.0010015508628701819 0.0013900809430859393 0.0012354770322771103 0.001060849148164178 0.0011085979333302189 0.0010831659157766182 0.0016828118708391128
leaf_count=491 258 55 110 35 152 75 233 187 91 149 14 260 114 431 81 52 113 20 200
internal_value=0 2.72001e-05 7.11576e-05 0.000118802 0.000168602 0.000218554 0.000273844 0.000211805 0.000118086 0.000618782 7.29314e-06 -7.16941e-05 3.49497e-05 -0.000204506 0.000724423 8.51789e-05 0.000358159 0.000333419 0.000127682
internal_weight=0 0.0229538 0.0219526 0.0207051 0.019513 0.0185101 0.0173634 0.0157313 0.0132997 0.00240973 0.01089 0.00985395 0.00846356 0.00469603 0.00243152 0.00330595 0.0022451 0.00376753 0.00276598
internal_count=3121 2630 2372 2262 2207 2172 2097 1945 1677 240 1437 1423 1190 856 268 425 373 334 220
is_linear=0
shrinkage=0.00154607


Tree=2195
num_leaves=13
num_cat=0
split_feature=124 151 40 4 1 16 4 1 15 15 16 1
split_gain=5.4077e-05 9.68659e-05 0.000110218 0.000158748 0.000158377 0.000189783 8.19551e-05 0.000102858 7.675e-05 0.00010905 6.97039e-05 6.62765e-05
threshold=-0.043384999999999993 -0.090369999999999992 -0.055059999999999991 -0.033174999999999989 0.080585000000000004 -0.069894999999999985 -0.0029599999999999995 0.104035 -0.037864999999999989 -0.10469999999999999 0.19444000000000003 0.089875000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 10 -6 -5 11 9 -9 -4 -8
right_child=1 2 3 6 5 -7 7 8 -10 -11 -12 -13
leaf_value=0.0014169978668718193 -0.0022983383615283177 -0.0024047710395681964 -0.00062871232410535976 0.0028017322849304542 -0.00010457292791459159 -0.0047354426351407866 0.0004299227776404213 0.0018152555671372798 0.002960554252673879 -0.0013378351603122846 0.001931085084722547 -0.0020322439832753739
leaf_weight=0.0013894840275253525 0.0011307107385391891 0.0010026123214687066 0.0015954625573684532 0.0011206846836670625 0.0010074270106316952 0.00104905994951595 0.0015149739883563345 0.0017166474862087139 0.0011957197790904948 0.0010127197648969188 0.0010080210003644841 0.0010928170797023795
leaf_count=259 178 112 788 382 211 312 422 161 44 80 76 96
internal_value=0 -0.000156977 2.48515e-05 0.00022268 -0.000886191 -0.00246688 0.000897831 0.000571225 0.00135062 0.000645315 0.000362394 -0.000601869
internal_weight=0 0.0144469 0.0133161 0.0123135 0.00465997 0.00205649 0.00765356 0.00653288 0.00392509 0.00272937 0.00260348 0.00260779
internal_count=3121 2862 2684 2572 1387 523 1185 803 285 241 864 518
is_linear=0
shrinkage=0.0076204


Tree=2196
num_leaves=17
num_cat=0
split_feature=14 453 16 484 475 43 4 0 1 0 52 52 15 1 15 1
split_gain=0.000340266 0.000208975 0.000281015 0.000173214 0.000211892 0.000207173 0.000241222 0.00021844 0.000238157 0.000236336 0.000204099 0.000232451 0.000113586 9.42108e-05 0.000181666 5.25448e-05
threshold=0.062655000000000016 1.0000000180025095e-35 -0.5048999999999999 -1.0000000180025095e-35 -0.048844999999999993 -0.50775499999999985 -0.49405499999999997 0.010870000000000003 0.077565000000000009 -0.053834999999999994 -0.081429999999999989 0.048770000000000008 0.088345000000000021 0.094385000000000011 -0.11713499999999999 0.10708500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 15 -4 -5 -6 -7 8 -8 10 -10 12 13 -12 -15 -1
right_child=-2 -3 3 4 5 6 7 -9 9 -11 11 -13 -14 14 -16 -17
leaf_value=0.00085934051806090472 -0.00087421876083627968 -0.00062542759562304764 -0.00055517942448811127 0.00061010404150946306 0.00066541206602082649 -0.00075609352255642023 -0.00059186559501616179 0.00049673857044210635 0.00064049833078650017 -0.00051765323023798577 -0.00064496703335089917 0.00061786374582110839 0.00029361079370146781 -0.00059716628194785893 0.000268805652423795 0.00036690920446689828
leaf_weight=0.0010053180516410532 0.0010440337939597857 0.001098329296090216 0.0012326327810377484 0.0014491901758085747 0.0010114718058922252 0.0010938167264614206 0.0018245603191451793 0.0018164324531632229 0.0015338805091783536 0.0015949807248113318 0.0011645512964699734 0.0011791370869781437 0.001052617121939825 0.0010239447508012256 0.0013327421581186272 0.0010684314207361906
leaf_count=86 104 79 479 316 34 81 1003 105 123 99 107 130 166 54 61 94
internal_value=0 3.06286e-05 6.78023e-05 3.3699e-06 4.61933e-05 -9.67257e-06 -5.98192e-05 9.97419e-07 -8.31092e-05 2.14024e-05 0.000139393 5.78689e-06 -0.000152006 -0.000285216 -0.000107446 0.000605631
internal_weight=0 0.020482 0.0193837 0.01731 0.0160773 0.0146281 0.0136167 0.0125228 0.0107064 0.00888185 0.00728687 0.00575299 0.00457386 0.00352124 0.00235669 0.00207375
internal_count=3121 3017 2938 2758 2279 1963 1929 1848 1743 740 641 518 388 222 115 180
is_linear=0
shrinkage=0.00154607


Tree=2197
num_leaves=13
num_cat=0
split_feature=484 15 133 3 49 151 4 484 52 3 1 1
split_gain=5.83695e-05 7.62203e-05 0.00021162 0.000145396 0.000111138 0.000269153 0.000145621 0.000159051 0.000261988 0.00022611 0.000178194 7.88757e-05
threshold=-0.0068949999999999992 1.0000000180025095e-35 0.083950000000000011 -0.077644999999999978 -0.047584999999999995 -0.033849999999999991 0.40945500000000007 0.084040000000000017 0.096795000000000006 0.083060000000000009 0.095285000000000022 0.11634000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 -2 -6 7 8 10 -10 -7 -12
right_child=1 2 -4 -5 5 6 -8 -9 9 -11 11 -13
leaf_value=-0.0016406339028702543 0.0019511730352978934 -0.00047711434347809303 0.0018561139973993985 -0.0038528208873172556 -0.0029704020180966626 -0.0034764140041436084 0.0029095626899830721 0.0027217911458163936 0.0039676304948667047 -0.00067482488699113102 0.00098050640706681767 -0.0015529225207992008
leaf_weight=0.0010260106135814911 0.0018719087180807453 0.0015427104345883437 0.0010697971075445609 0.001071672864002963 0.0012480426165516782 0.0013222472131529765 0.001111399368742225 0.0010241359581246445 0.0010728158757886668 0.0010090201647887653 0.0012374161504405401 0.0011995243705347214
leaf_count=503 264 565 318 200 202 361 221 138 116 32 145 56
internal_value=0 9.58362e-05 -0.000781544 -0.00186086 0.000387137 6.97542e-05 0.000545429 0.000162699 -0.000285999 0.00171753 -0.00139555 -0.000266512
internal_weight=0 0.0147807 0.00368418 0.00261438 0.0110965 0.0092246 0.00797656 0.00686516 0.00584102 0.00208184 0.00375919 0.00243694
internal_count=3121 2618 1083 765 1535 1271 1069 848 710 148 562 201
is_linear=0
shrinkage=0.00704007


Tree=2198
num_leaves=12
num_cat=0
split_feature=133 3 50 3 4 15 49 3 47 2 49
split_gain=5.69175e-05 0.000144022 0.000115656 0.000159702 0.000150094 0.000118971 0.00021493 0.000322415 0.000164718 0.000119204 0.000142846
threshold=0.10622000000000002 0.16158000000000003 0.07826000000000001 -0.15447499999999995 -0.35136499999999998 -0.016799999999999995 -0.006494999999999999 -0.0087149999999999988 0.11596500000000001 0.089885000000000007 -0.047584999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 8 -7 -8 9 -6 -11
right_child=-2 -3 -4 4 5 6 7 -9 -10 10 -12
leaf_value=0.0028248433796264172 -0.001654316268926203 0.0024838770143782536 -0.0019716546681045363 -0.0026275557910900283 -0.0013306370007155073 -0.0011294621710484485 8.1747712415305678e-05 0.0055085962858946978 -0.0030874473597799789 0.0031539174059769973 -0.00025103167004550213
leaf_weight=0.0010732853709216365 0.0010605870978294 0.0012465513513879598 0.001592696980006158 0.0011591609830405901 0.0018787878629725231 0.0013706941673746476 0.0013109858098295374 0.0010639800935105994 0.001071801838534725 0.0010723193085033279 0.0017232443476141077
leaf_count=160 435 149 474 102 411 129 684 37 71 96 373
internal_value=0 0.000103169 -0.000119681 0.000131903 -0.000139461 0.00016439 0.00118005 0.00251297 -0.000497672 9.61487e-05 0.00105504
internal_weight=0 0.0145635 0.013317 0.0117243 0.010651 0.00949181 0.00374566 0.00237497 0.00574615 0.00467435 0.00279556
internal_count=3121 2686 2537 2063 1903 1801 850 721 951 880 469
is_linear=0
shrinkage=0.00732449


Tree=2199
num_leaves=12
num_cat=0
split_feature=376 1 15 42 42 51 47 1 12 16 52
split_gain=5.93798e-05 9.0639e-05 0.000104523 0.000106702 9.6439e-05 0.000156329 0.000114415 0.000125645 0.000132864 0.00014349 8.71728e-05
threshold=0.088470000000000007 0.12873500000000002 0.095175000000000023 0.092620000000000022 -1.0000000180025095e-35 -0.076794999999999988 0.092530000000000015 0.094090000000000021 0.09141500000000001 -0.083134999999999987 -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 9 -7 -9
right_child=-2 -3 -4 -5 5 6 -8 10 -10 -11 -12
leaf_value=-0.0017155784449787508 0.0018146988207551026 0.0014983421962690196 -0.0027372342592102607 -0.0021832542835679993 -0.0019416961329239907 0.00086705072984538212 -0.0014136557089582823 0.0010421769713732563 0.0026932344852684258 -0.0027890264539758673 0.0040969829757160721
leaf_weight=0.0014901045355887625 0.0010026987743419419 0.0017853702164822094 0.0010367273623992064 0.0013890271426421066 0.0014155148034347038 0.0017889365058584884 0.0011149772165353067 0.0010155947787076069 0.0011349850003135042 0.0010173995649174136 0.0012702926526829313
leaf_count=762 64 216 365 375 300 259 137 155 64 318 106
internal_value=0 -0.000141313 -0.000372297 -0.000161604 0.000112418 0.000423448 0.000879429 0.00129 0.00044917 -0.000458411 0.00273977
internal_weight=0 0.0144589 0.0126736 0.0116368 0.0102478 0.0087577 0.00734219 0.00622721 0.00394132 0.00280634 0.00228589
internal_count=3121 3057 2841 2476 2101 1339 1039 902 641 577 261
is_linear=0
shrinkage=0.00777281


Tree=2200
num_leaves=19
num_cat=0
split_feature=1213 14 124 123 12 4 453 15 49 2 1 52 13 12 13 48 4 13
split_gain=0.000401762 0.000352447 0.000257334 0.00029995 0.000299832 0.000320996 0.00036253 0.000240831 0.000281485 0.00021489 0.000232415 0.000214842 0.000343034 0.000206949 0.000265003 0.000179928 0.00014593 6.9215e-05
threshold=-1.0000000180025095e-35 0.057600000000000005 0.10281000000000001 1.0000000180025095e-35 -1.0000000180025095e-35 -0.27825499999999997 1.0000000180025095e-35 -0.055554999999999993 -0.050619999999999991 0.090675000000000019 0.11181500000000001 0.10744000000000002 -0.016469999999999995 0.081420000000000006 -0.095304999999999987 0.084485000000000018 -0.083854999999999985 -0.013024999999999998
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 11 7 9 17 15 -11 12 -6 -10 -15 -7 -16 -9
right_child=1 -3 -4 -5 5 6 -8 8 13 10 -12 -13 -14 14 16 -17 -18 -19
leaf_value=-0.00092536389468973355 -0.00066799278145481921 -0.00087624843616264337 0.00085374429842095638 0.0006946179340988584 -4.9918907550227669e-05 -1.6715346569366248e-05 -0.00075778537882001591 -0.00034124627117779178 0.0011863552665787296 0.00065637166229581183 -0.0001685404556032208 0.00015412161138595107 -0.0013360425428414705 0.0010998501113848092 0.00052433473026291806 -0.00082256129578659994 -0.0003181834154568429 0.00024348634643533895
leaf_weight=0.0011320401351663989 0.001596994169937061 0.0010020490423364717 0.0010197740333244268 0.0016111239834287533 0.0010101041946315448 0.0019674892891834205 0.0010132949040895243 0.0010064913546672383 0.0013169522098231091 0.001851213756720144 0.0015695255314125411 0.0011086235247804443 0.0010537657736575589 0.001009142668036307 0.0010455254128090728 0.0010604361344970364 0.0010005005976118104 0.0010072409180914548
leaf_count=491 159 93 39 234 35 255 66 95 72 289 107 32 146 31 176 120 641 40
internal_value=0 3.7705e-05 8.08063e-05 4.18403e-05 -1.46505e-05 4.66518e-05 0.00015031 0.000222005 0.000439085 7.0394e-06 0.00027788 -0.000405812 -0.000706585 0.000663783 0.000438525 -0.000298938 0.000112346 -4.87711e-05
internal_weight=0 0.0222502 0.0212482 0.0202284 0.0186173 0.0170203 0.0138478 0.0128345 0.00638585 0.00644866 0.00342074 0.00317249 0.00206387 0.00437212 0.00305517 0.00302793 0.00204603 0.00201373
internal_count=3121 2630 2537 2498 2264 2105 1892 1826 1055 771 396 213 181 920 848 375 817 135
is_linear=0
shrinkage=0.00157699


Tree=2201
num_leaves=18
num_cat=0
split_feature=14 11 3 157 124 123 4 160 12 12 151 457 13 47 0 484 16
split_gain=0.000222698 0.000213566 0.000232002 0.000274876 0.000225269 0.000302136 0.000222496 0.000210611 0.000282383 0.000220934 0.000302324 0.000283116 0.000168811 0.000136919 0.000146603 6.86771e-05 6.7591e-05
threshold=0.023790000000000002 0.088215000000000002 -0.13927999999999999 -0.08107499999999998 0.0049200000000000008 1.0000000180025095e-35 -0.17966999999999997 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10711000000000002 -0.0083949999999999979 0.080930000000000016 -0.099939999999999987 0.092165000000000011 -0.082974999999999979 0.085515000000000022 -0.088909999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 5 7 -1 15 -9 10 11 -10 -12 14 16 -5 -14
right_child=-2 -3 3 4 -6 -7 -8 8 9 -11 12 -13 13 -15 -16 -17 -18
leaf_value=6.166080506231113e-05 -0.00073831118449974487 -0.00066332060309200159 0.00068442960633476534 -0.00093827949437157068 0.00064879197344999413 0.00063141189588164655 0.0010742204009585577 -0.00089086835731373357 -0.0010588112993710447 -0.00066514090490933631 0.00073604448548160071 0.00011706086177402281 -7.4331455315608733e-05 0.00056461762774775927 -0.00042899691575439176 -0.0003611499570056671 0.00044005702568188397
leaf_weight=0.0011243039563098023 0.0010050582191542526 0.001067254209639045 0.0013340457677175612 0.0010237601896744249 0.0010322118580936299 0.0012325206898604899 0.0010378718989270735 0.0010123693291112521 0.0010008364781252136 0.0011505995211911349 0.0013315819729204943 0.001036647618240516 0.0012113390601499602 0.0012450672052776307 0.0014773553884386299 0.0010273192061138053 0.0013358489677570634
leaf_count=58 113 97 278 441 69 203 93 106 96 165 72 77 222 76 578 165 212
internal_value=0 2.27256e-05 6.20615e-05 -1.76495e-06 -6.23185e-05 -0.000114431 0.000547702 -0.000185954 -9.79875e-05 -1.59908e-05 7.04706e-05 -0.000460542 0.00023437 0.000107601 -3.37856e-05 -0.000649214 0.000195435
internal_weight=0 0.0196809 0.0186137 0.0164515 0.0151175 0.0140852 0.00216218 0.0128527 0.0108016 0.00978928 0.00863868 0.00203748 0.00660119 0.00526961 0.00402454 0.00205108 0.00254719
internal_count=3121 3008 2911 2760 2482 2413 151 2210 1604 1498 1333 173 1160 1088 1012 606 434
is_linear=0
shrinkage=0.00157699


Tree=2202
num_leaves=11
num_cat=0
split_feature=11 43 48 12 12 52 15 2 4 3
split_gain=5.77516e-05 8.88888e-05 0.00018575 0.000129474 0.000118866 8.9337e-05 0.00011736 0.000109704 0.000166934 4.07448e-05
threshold=0.081790000000000015 -0.052894999999999991 0.087310000000000013 0.051320000000000005 0.10097500000000002 -0.088204999999999992 -0.095869999999999983 0.10327000000000001 0.0061450000000000003 0.095270000000000007
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -3 9 8 -8 -7
right_child=-2 5 -4 4 -6 6 7 -9 -10 -11
leaf_value=0.0016962572029516475 -0.001483786750701456 -0.0019343818191984972 0.0035332982588663149 -0.001998253927893648 0.0010494983558285724 -0.0002448895947468352 0.0002375137860663755 -0.00063787185033125282 0.0037485351676562759 -0.0020260403409799298
leaf_weight=0.0017239830771368951 0.0012197925837648125 0.0014254963829993987 0.0010187161410208159 0.0015909028903613471 0.001054721883710235 0.0011504596092189127 0.0018719350812296982 0.0020199044906960215 0.0010463210338535209 0.0014249511040940188
leaf_count=200 175 217 229 818 140 199 756 185 82 120
internal_value=0 0.000111939 0.000826166 0.000195033 -0.000783217 -0.000318585 -1.20319e-05 0.000623378 0.00149637 -0.00123038
internal_weight=0 0.0143274 0.00538832 0.00436961 0.00264562 0.00893907 0.00751357 0.00493816 0.00291826 0.00257541
internal_count=3121 2946 1387 1158 958 1559 1342 1023 838 319
is_linear=0
shrinkage=0.00704007


Tree=2203
num_leaves=17
num_cat=0
split_feature=1213 1374 457 11 2 52 49 159 13 16 4 133 52 15 16 52
split_gain=0.000410064 0.000213949 0.000206403 0.000295656 0.000158944 0.000298529 0.000270148 0.00021842 0.000174147 0.000212584 0.00019011 0.00015503 0.000234782 0.000221238 0.000299719 5.06544e-05
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.088350000000000026 0.088215000000000002 0.116525 0.11434500000000002 0.005085000000000001 0.094385000000000011 -0.094514999999999988 -0.086989999999999984 0.25615500000000008 0.087720000000000006 0.0031350000000000002 -0.094549999999999981 -0.0060749999999999997 -0.26636999999999994
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 7 -6 8 9 -3 11 12 13 -10 -15 -16
right_child=1 2 -4 -5 6 -7 -8 -9 10 -11 -12 -13 -14 14 15 -17
leaf_value=-0.00099034642213776357 -0.00064451457910151371 0.00092430395495973902 0.00068065063403032074 -0.00080063755164242216 0.00086041363736503703 -0.0006496511243792183 -9.2419862665422221e-05 -0.00059961045470896068 0.0005802139693609795 6.9439874636230856e-05 -0.00058203802262150894 -0.00043815605422729408 0.00084743890072669955 -0.00079068121138914144 -3.7252278620596919e-05 0.00044662305042771647
leaf_weight=0.0010135649658070149 0.001080471092308243 0.0014245287678602558 0.0013109147740684784 0.0010002071267601878 0.0015747652898216785 0.0015157577726664798 0.0013959419860908595 0.0010350808340421078 0.0014793894239729915 0.0014698747249032281 0.001063122720852152 0.0010109117845389353 0.0012187785173382037 0.0011817209868927713 0.0011082934234287519 0.0010456453961590721
leaf_count=491 55 79 116 109 208 364 133 181 117 60 77 374 232 245 141 139
internal_value=0 3.79245e-05 7.70728e-05 3.19211e-05 8.23169e-05 9.90567e-06 0.000412675 9.29579e-05 0.000158114 0.000490175 3.95722e-05 0.00013338 0.000229135 7.26308e-05 -0.000152486 0.000197649
internal_weight=0 0.0199154 0.0188349 0.017524 0.0165238 0.0135531 0.00297071 0.0120373 0.0110023 0.0028944 0.00810786 0.00704474 0.00603383 0.00481505 0.00333566 0.00215394
internal_count=3121 2630 2575 2459 2350 2009 341 1645 1464 139 1325 1248 874 642 525 280
is_linear=0
shrinkage=0.00157699


Tree=2204
num_leaves=11
num_cat=0
split_feature=42 43 16 0 13 0 16 49 2 15
split_gain=6.151e-05 0.000143029 0.000129503 0.000138807 0.000109927 9.19896e-05 0.000164526 0.00013418 8.06965e-05 0.000149218
threshold=-0.11466499999999999 -0.17390999999999998 0.071345000000000006 -0.074824999999999989 -0.061684999999999997 -0.10096999999999999 -0.013324999999999998 0.0021350000000000002 0.089885000000000007 -0.089024999999999979
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -4 6 7 8 -3 -10
right_child=1 2 4 -5 -6 -7 -8 -9 9 -11
leaf_value=-0.0018253989588088496 0.0021271922208548387 -0.0010695447281937793 -0.00040475963735910487 0.0020767019398451902 -0.0034104054640350097 -0.001847076323953311 0.0029226494393497938 -0.0027474809471514676 0.0032402268704161351 -0.00051831264913730494
leaf_weight=0.0010165799472607534 0.0017951342472158913 0.0015722517189130647 0.0018412188132300861 0.0019445973686350966 0.0011466957768705615 0.0015706387045452703 0.0010786291491565484 0.0010733447467779489 0.0010954568193411104 0.0013938855996471766
leaf_count=171 144 121 240 473 262 1290 88 134 86 112
internal_value=0 0.00011362 -0.000170623 0.000255549 -0.00155826 -0.000199399 0.000217094 -0.000351227 0.000282024 0.00113567
internal_weight=0 0.0145119 0.0127167 0.0097288 0.00298791 0.00778421 0.00621357 0.00513494 0.00406159 0.00248934
internal_count=3121 2950 2806 2304 502 1831 541 453 319 198
is_linear=0
shrinkage=0.0076204


Tree=2205
num_leaves=12
num_cat=0
split_feature=2 156 133 3 50 3 0 4 52 49 15
split_gain=5.95146e-05 6.87643e-05 7.744e-05 0.000157616 0.000113305 9.30359e-05 0.000109473 0.000242121 0.000291814 0.000163379 0.000120255
threshold=-1.0000000180025095e-35 0.091255000000000017 0.10622000000000002 0.16158000000000003 0.07826000000000001 -0.12018999999999998 -0.10607499999999999 0.25615500000000008 -0.0064899999999999992 -1.0000000180025095e-35 -0.016799999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 8 -7 -8 -11
right_child=1 -3 -4 -5 -6 6 9 -9 -10 10 -12
leaf_value=0.0015204085025973839 0.0016224968407819521 -0.0019140752891375326 -0.001870175865631445 0.0027138135375043642 -0.001905987603719297 4.4687784965539062e-05 -0.0034499728668923603 -0.0020702133242485603 0.0046185493204236195 -0.0019261435406013134 0.0011159323364631918
leaf_weight=0.0011627361619383362 0.0018074661420982062 0.0010022340461227708 0.0010149825021810574 0.0010859126812395878 0.0014855950389579898 0.0019176367907978165 0.0010078863257820094 0.0011805409054953878 0.0010811015616059077 0.001086525185442863 0.0015814753573335583
leaf_count=199 175 262 411 108 446 108 210 121 53 382 646
internal_value=0 -0.000136045 -1.54493e-06 0.000153483 -9.5911e-05 0.000182382 -0.000148987 0.000630454 0.00169365 -0.00103517 -0.000122933
internal_weight=0 0.0142514 0.0132491 0.0122341 0.0111482 0.00966263 0.00785517 0.00417928 0.00299874 0.00367589 0.002668
internal_count=3121 2922 2660 2249 2141 1695 1520 282 161 1238 1028
is_linear=0
shrinkage=0.00704007


Tree=2206
num_leaves=11
num_cat=0
split_feature=1 0 13 157 15 12 16 151 16 3
split_gain=6.21101e-05 0.000130522 9.76442e-05 0.000137914 0.000121524 0.000153963 0.0002026 0.000163243 8.3679e-05 6.83995e-05
threshold=0.08592000000000001 -0.060129999999999996 -0.094514999999999988 -0.061169999999999995 -0.0040799999999999994 -1.0000000180025095e-35 -0.056919999999999991 -0.0077149999999999988 0.23311500000000004 -0.055119999999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 9 -2 -4 5 -5 7 -7 -3 -1
right_child=2 8 3 4 -6 6 -8 -9 -10 -11
leaf_value=-0.0034806026211958757 0.0020354789515339864 -0.00071768549682045893 0.0027856613842277217 0.0029296871159552231 -0.0023836717499704754 -0.0018690296417795355 -0.0030149885997638251 0.0021225213522724673 0.0020180374900943036 -0.00074204200743438866
leaf_weight=0.0012018729087281401 0.001867551480283087 0.0017748550509162934 0.0010033786214355351 0.0010549932037058557 0.0015923594529385476 0.0010394375902189066 0.0014244656779893441 0.001885490367024234 0.0012434531337384147 0.0011840081200681632
leaf_count=1427 220 138 169 207 391 81 141 126 81 140
internal_value=0 -0.000708021 0.000370511 -1.81601e-05 -0.000420246 0.000158261 -0.000513978 0.000704036 0.000409351 -0.00212158
internal_weight=0 0.00540419 0.00986768 0.00800012 0.00699675 0.00540439 0.00434939 0.00292493 0.00301831 0.00238588
internal_count=3121 1786 1335 1115 946 555 348 207 219 1567
is_linear=0
shrinkage=0.00808683


Tree=2207
num_leaves=12
num_cat=0
split_feature=147 11 43 43 52 4 2 15 4 4 42
split_gain=6.67993e-05 9.84174e-05 8.03761e-05 0.000132123 9.52434e-05 9.33707e-05 0.000146399 0.000216571 0.000123294 7.93242e-05 6.97686e-05
threshold=0.087350000000000025 0.081790000000000015 -0.043144999999999996 -0.080884999999999985 -0.088204999999999992 -1.0000000180025095e-35 0.11215000000000001 -0.095869999999999983 -0.27825499999999997 -0.15289999999999995 0.084050000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 -4 8 7 -7 -6 -1 -11
right_child=-2 -3 4 -5 5 6 -8 -9 -10 10 -12
leaf_value=0.0020669826311343086 0.0019523096612204483 -0.0024191896521774899 -0.0025303251045686774 0.0033793822099626694 -0.00099791385678598787 -0.0022721170679513261 -0.003035733915120872 0.002474939054962232 0.0022755600690980834 0.00048527426642384946 -0.0019872894222520542
leaf_weight=0.0010436110540492094 0.0010171940444825426 0.0011084024158808667 0.0011845454918999066 0.0010147757502443804 0.0012156681916120097 0.0011439103071446688 0.0013336243514811552 0.0012801422335027108 0.0017854479935293169 0.0018613544584961741 0.0011671223776044508
leaf_count=70 146 172 197 491 64 157 140 117 754 444 369
internal_value=0 -0.000151218 4.17048e-05 0.000819817 -0.000456593 -9.31514e-05 -0.000925932 0.000234803 0.000949567 0.000181966 -0.000467609
internal_weight=0 0.0141386 0.0130302 0.00508686 0.00794334 0.00675879 0.00375768 0.00242405 0.00300112 0.00407209 0.00302848
internal_count=3121 2975 2803 1374 1429 1232 414 274 818 883 813
is_linear=0
shrinkage=0.00792826


Tree=2208
num_leaves=18
num_cat=0
split_feature=14 1213 474 160 50 52 133 151 13 13 4 1 160 49 4 52 15
split_gain=0.00038841 0.000332698 0.000249799 0.000190378 0.000262375 0.000221139 0.000230164 0.000282977 0.000344821 0.000342855 0.000377781 0.000496349 0.000168194 0.000164823 0.000203243 0.000261451 0.000175959
threshold=0.076175000000000007 -1.0000000180025095e-35 0.082665000000000002 -1.0000000180025095e-35 0.099450000000000011 0.11434500000000002 -1.0000000180025095e-35 -0.090369999999999992 -0.0030199999999999997 -0.49353499999999995 -0.083854999999999985 0.10752500000000002 -0.087874999999999995 -0.081404999999999991 0.0061450000000000003 0.060015000000000006 -0.074054999999999996
decision_type=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 -5 -8 9 -9 -11 -12 -3 -10 15 -15 -16
right_child=-2 2 -4 4 -6 -7 7 8 13 10 11 -13 -14 14 16 -17 -18
leaf_value=-0.00096333898554046738 -0.0011013714533696529 -7.7592622023115034e-05 0.00073396254907447524 -0.00068714520287884763 0.0009317830622796446 -0.00077132515465085333 -0.00070053582062990828 -0.00033656632731758856 0.00059054232790611968 0.0015212904806581912 -0.00027351551229272045 0.0012948970225387625 -0.0009622291375138974 -0.0011122207057221575 0.00047795522021982178 9.9337544101112623e-05 -0.00038369024494863598
leaf_weight=0.0010212913309529384 0.0010090192764555797 0.0018650977529567035 0.0016679589573977962 0.0011056947602190942 0.0010964444188176206 0.0010085755200559552 0.0011065602354429225 0.0010215934130586284 0.0011106676951975203 0.0015047192359465816 0.0014758637503010878 0.0011188304560346418 0.0010648874944902886 0.0012443041691464502 0.0018702821808526671 0.0010241466446601066 0.0012451577457155
leaf_count=477 101 391 367 355 115 63 89 33 39 59 314 149 223 172 66 52 56
internal_value=0 2.59819e-05 7.51951e-05 1.69431e-05 9.34534e-05 3.14989e-05 9.00554e-05 0.000157603 0.000239354 0.000583944 0.000813339 0.000402783 -0.000399109 -3.23582e-05 -0.000160859 -0.000565234 0.000133579
internal_weight=0 0.0215521 0.0205308 0.0188628 0.0159328 0.0148364 0.0138278 0.0127221 0.0116156 0.00512101 0.00409941 0.00259469 0.00292999 0.00649456 0.00538389 0.00226845 0.00311544
internal_count=3121 3020 2543 2176 1562 1447 1384 1029 940 555 522 463 614 385 346 224 122
is_linear=0
shrinkage=0.00177594


Tree=2209
num_leaves=11
num_cat=0
split_feature=1 159 43 52 42 4 0 2 3 3
split_gain=6.49739e-05 0.00010096 0.000103059 0.000135972 0.000186069 0.00014554 9.61981e-05 0.000101997 0.00015722 9.17739e-05
threshold=0.104035 0.082585000000000006 -0.15582499999999996 0.10160000000000001 0.086325000000000013 -0.077679999999999985 -0.033209999999999996 1.0000000180025095e-35 0.12178000000000001 0.090900000000000009
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 -2 -9 -7
right_child=6 -3 3 -5 -6 9 -8 8 -10 -11
leaf_value=0.0016557963295761881 -0.0014961343167688643 -0.0026319268015990555 0.0027249235962973277 -0.0030026765801297048 -0.0028901005207713428 -0.001376904366204767 0.0025405650235665444 0.0023924597404966727 -0.00080676364699408694 0.0015179386422454122
leaf_weight=0.001510643119494337 0.0015612437391966522 0.0010656562604886149 0.0013631657161339026 0.0010937531935108821 0.0010610073217400939 0.0017438782360774457 0.0011812326267010972 0.0018369322508465166 0.0017341064070469647 0.0010009901868954785
leaf_count=149 172 323 454 419 539 501 169 210 140 45
internal_value=0 -0.000432307 -0.000130763 -0.000561697 -4.51935e-05 0.000689578 0.000579858 0.000128586 0.000838908 -0.000321222
internal_weight=0 0.00883909 0.00777344 0.00626279 0.00516904 0.00410803 0.00631352 0.00513228 0.00357104 0.00274487
internal_count=3121 2430 2107 1958 1539 1000 691 522 350 546
is_linear=0
shrinkage=0.0076204


Tree=2210
num_leaves=11
num_cat=0
split_feature=1 52 0 0 4 15 0 0 16 13
split_gain=5.73536e-05 0.000117159 0.000104611 0.000180674 0.00015151 0.000113276 0.000144908 8.19574e-05 7.60138e-05 4.27998e-05
threshold=0.12337000000000002 0.11434500000000002 -0.077999999999999986 -0.10096999999999999 -0.49405499999999997 -0.11713499999999999 -0.13455999999999999 -0.053834999999999994 -0.094359999999999986 0.0076650000000000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 -1 8 -2 -7 -6
right_child=7 -3 4 -5 9 6 -8 -9 -10 -11
leaf_value=-0.0019198213033045784 0.0023313517801466402 -0.0023979490389587871 -0.0014459706940454582 -0.00306784084856981 0.0027606755352175684 -0.0017563188842361353 0.0028243097183054599 -0.0005723127659337478 0.00078854456181118228 0.00074823307195751542
leaf_weight=0.0013467119602978417 0.0014266283372826871 0.0013910155098968953 0.0010856539155168488 0.0014138342832733866 0.0018310293878441861 0.0012580826838975989 0.0013920867190028744 0.0010687532575692467 0.0017838652714368131 0.0010424804415034329
leaf_count=120 173 438 140 1175 466 96 98 121 144 150
internal_value=0 -0.000228353 4.22239e-05 -0.000527358 0.00107727 9.39845e-05 0.000705621 0.00108773 -0.000263955 0.00203058
internal_weight=0 0.0125448 0.0111537 0.00719458 0.00395916 0.00578075 0.00443403 0.00249538 0.00304195 0.00287351
internal_count=3121 2827 2389 1633 756 458 338 294 240 616
is_linear=0
shrinkage=0.00792826


Tree=2211
num_leaves=16
num_cat=0
split_feature=1213 1374 484 43 42 376 4 0 51 474 15 0 13 48 2
split_gain=0.000375507 0.00021572 0.000200584 0.000162658 0.000276849 0.00019543 0.000245729 0.000255524 0.000299841 0.000212746 0.00025108 0.000230907 0.000177255 0.000145175 0.00013337
threshold=-1.0000000180025095e-35 -0.094929999999999987 -0.0068949999999999992 0.21122500000000002 -0.11466499999999999 1.0000000180025095e-35 -0.27825499999999997 -0.059114999999999994 0.012085000000000002 0.084660000000000027 0.083935000000000023 -0.10151999999999999 -0.092094999999999982 0.086665000000000006 0.10882500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 13 8 9 10 11 12 -8 -6 -14
right_child=1 2 3 -5 5 -7 7 -9 -10 -11 -12 -13 14 -15 -16
leaf_value=-0.00087860106457525889 -0.00059709394411863173 -0.00046852596063880978 -0.00055919869691020739 -0.00042409561306237141 -0.00055194727466766666 0.000777598633669438 0.00041587627962903632 0.00072894011740901531 0.00066534327934482244 0.00063599102847184199 0.00037943362549827593 -0.00084317847273633823 -1.2390152483374949e-05 0.00016473094744901565 -0.00068376020461743394
leaf_weight=0.0010007410398921368 0.0010793355223892567 0.0013479735597864339 0.0010842341303769791 0.0011119171978388525 0.0014733967006361785 0.001159701679212235 0.001083350935916827 0.0019278811330470979 0.0019003688205388586 0.0010260301134657757 0.0018451602878612472 0.0010878658027867758 0.0015442728319663397 0.0010119746188976819 0.001058540395204699
leaf_count=491 55 485 103 164 132 149 73 209 179 158 407 330 86 47 53
internal_value=0 3.61708e-05 7.2795e-05 0.000114938 0.000151929 0.000202928 0.000155184 0.00024515 0.000147441 1.87065e-05 -7.69778e-05 -0.000253381 -7.93187e-05 -0.000260136 -0.00028543
internal_weight=0 0.019742 0.0186627 0.0173147 0.0162028 0.0151185 0.0139588 0.0114735 0.00954559 0.00764522 0.00661919 0.00477403 0.00368616 0.00248537 0.00260281
internal_count=3121 2630 2575 2090 1926 1823 1674 1495 1286 1107 949 542 212 179 139
is_linear=0
shrinkage=0.00145689


Tree=2212
num_leaves=12
num_cat=0
split_feature=4 3 151 160 133 13 2 43 52 4 15
split_gain=5.70212e-05 8.08199e-05 6.85332e-05 9.29907e-05 0.000142261 0.000164089 0.0001497 0.000138547 0.000138207 0.000127013 8.96353e-05
threshold=0.27287000000000006 0.11296500000000002 -0.086769999999999986 -0.082869999999999985 -0.0061299999999999992 -0.0030199999999999997 0.084715000000000013 0.05259500000000001 0.077655000000000016 0.0061450000000000003 -0.074054999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 6 -6 -8 9 -7 -11
right_child=1 -3 3 4 5 8 7 -9 -10 10 -12
leaf_value=0.0020259374193550691 0.0028960562398091527 -0.00062691479814824694 -0.0027451235763844553 -0.0029692401724973451 0.0044407708522131179 -0.0035673218706131771 -0.0011211882575320505 0.0031845596981540168 0.0020205286401033156 0.0018316531354406569 -0.0019147665663303373
leaf_weight=0.00104512058028853 0.0012737977750523948 0.0010054070992502329 0.001354901609864778 0.0013498701493411284 0.0011888240573112684 0.001710667939498969 0.0017172007670832237 0.0010326266605429832 0.0011304415439056248 0.0010165440764305644 0.001203466471457075
leaf_count=232 236 116 478 668 312 309 498 63 118 42 49
internal_value=0 0.001342 -0.00025322 -0.000456731 -0.000157151 0.000264633 0.00168648 0.000495724 -0.000841872 -0.00166508 -0.000199279
internal_weight=0 0.0022792 0.0127497 0.0117045 0.0103496 0.00899977 0.00393865 0.00274983 0.00506112 0.00393068 0.00222001
internal_count=3121 352 2769 2537 2059 1391 873 561 518 400 91
is_linear=0
shrinkage=0.00928922


Tree=2213
num_leaves=12
num_cat=0
split_feature=11 43 48 12 12 484 133 16 13 16 49
split_gain=5.59642e-05 6.27249e-05 0.000150744 9.96406e-05 8.47329e-05 7.79397e-05 8.75541e-05 0.00010281 0.000193553 7.89142e-05 0.000154808
threshold=0.081790000000000015 -0.052894999999999991 0.086125000000000021 0.051320000000000005 0.10097500000000002 0.085790000000000019 -0.0061299999999999992 0.22339500000000004 -0.099939999999999987 -0.074319999999999983 -0.047584999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -3 8 -8 10 -10
right_child=-2 5 -4 4 -6 -7 7 -9 9 -11 -12
leaf_value=0.0017627279102731732 -0.0017308827643217185 -0.0026231980848661369 0.0036957481744825543 -0.0020933971262590443 0.00099548126701968207 0.0018203217488507607 0.0030433285677966392 -0.0024862659402295779 0.00080880504753351771 0.00077675672120854045 -0.0034861851420836271
leaf_weight=0.0016063746415204442 0.0011823892066479 0.0012050141578986134 0.0010216266307462689 0.0015199819605275361 0.0010029302946073324 0.0010431992419608488 0.0013006383080831361 0.0011025381327253655 0.0010173651504259188 0.0016067932588135726 0.0013013720405273652
leaf_count=193 175 680 238 816 140 126 135 80 57 242 239
internal_value=0 0.000139344 0.000858828 0.000156946 -0.000865479 -0.000292745 -0.000585343 -0.000197326 0.00028556 -0.000628166 -0.00160172
internal_weight=0 0.0137278 0.00515091 0.00412929 0.00252291 0.00857692 0.00753372 0.00632871 0.00522617 0.00392553 0.00231874
internal_count=3121 2946 1387 1149 956 1559 1433 753 673 538 296
is_linear=0
shrinkage=0.00824856


Tree=2214
num_leaves=11
num_cat=0
split_feature=4 16 2 4 52 0 0 52 3 3
split_gain=5.47684e-05 6.94375e-05 0.000137478 0.000119266 0.000136569 0.000120864 0.00017007 0.000108893 8.34449e-05 6.26361e-05
threshold=0.27287000000000006 -0.36241499999999999 0.10981000000000002 -0.10429499999999998 -0.11183499999999999 -0.084269999999999984 -0.11991499999999998 0.0031350000000000002 -0.042499999999999989 0.10893000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 -5 6 -6 -4 -3 -2
right_child=9 2 7 4 5 -7 -8 -9 -10 -11
leaf_value=-0.0020642271528016161 0.002463503805244429 -0.0036518815237125573 0.00027065345305184922 -0.0024714038759652292 0.0014531417442639868 0.0024826457324541142 -0.0023209203881713373 0.0038316823330578772 -0.00049259467337684924 -0.00036084990467734768
leaf_weight=0.0013022286978850725 0.0012433585100149564 0.0012227134320589132 0.0014939269987257276 0.0011975022582585955 0.0018862542109333055 0.0017465951103904647 0.0015314352450163937 0.0010248760576737348 0.0011469298408443322 0.0010051957005523526
leaf_count=139 233 162 239 275 132 828 746 131 117 119
internal_value=0 -0.000224945 -1.20459e-05 -0.000511583 8.85475e-05 0.000682153 -0.000237981 0.0017196 -0.00212276 0.0012009
internal_weight=0 0.0125525 0.0112502 0.00873143 0.00636179 0.00516428 0.00341769 0.0025188 0.00236964 0.00224855
internal_count=3121 2769 2630 2260 1981 1706 878 370 279 352
is_linear=0
shrinkage=0.00841354


Tree=2215
num_leaves=12
num_cat=0
split_feature=484 15 15 160 2 2 48 16 16 15 12
split_gain=5.56854e-05 7.8815e-05 8.28336e-05 6.73439e-05 8.07654e-05 0.000156241 0.000153416 0.000121043 0.000119934 9.22422e-05 0.000126616
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.11713499999999999 0.092865000000000017 0.092875000000000013 0.10912000000000001 0.082620000000000013 -0.12029499999999999 -0.013324999999999998 -0.016799999999999995 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 6 -6 7 -4 -7 -9 -11
right_child=1 2 3 -5 5 8 -8 9 -10 10 -12
leaf_value=-0.0013490596557985967 0.0016261941016360404 -0.0015439700896549844 0.0021273758055487088 -0.0011952055358450549 -0.0016128902860338551 -0.00075047371639848522 0.0028004970211702052 -0.0014616484496507911 0.0019763981333189929 0.0019412162423704592 -0.0008272361216481852
leaf_weight=0.0010351329864283819 0.0011165318947124183 0.001195723522214638 0.0010094450921871454 0.0012529286419255417 0.0019280365249661393 0.0010966183702990351 0.0010672009691792411 0.0013662402246364625 0.0012416693585544578 0.0011421951214975901 0.001248260826940073
leaf_count=515 232 185 101 130 396 164 115 192 167 150 774
internal_value=0 9.63939e-05 -3.97256e-05 0.00011871 0.00028171 -0.000346589 0.000741229 0.000280132 0.00069754 -0.000216233 0.000495571
internal_weight=0 0.0136649 0.0125483 0.0113526 0.0100997 0.00426632 0.00583334 0.00476614 0.00233829 0.0037567 0.00239046
internal_count=3121 2606 2374 2189 2059 727 1332 1217 331 1116 924
is_linear=0
shrinkage=0.00600863


Tree=2216
num_leaves=17
num_cat=0
split_feature=1213 14 1374 453 457 11 4 160 4 4 15 43 52 4 13 42
split_gain=0.00047066 0.000289712 0.000348923 0.00024961 0.000290131 0.000314906 0.000393258 0.000177999 0.000252323 0.000248336 0.000321152 0.000301189 0.000214252 0.00017028 0.000131457 6.24817e-05
threshold=-1.0000000180025095e-35 0.062655000000000016 -0.094929999999999987 1.0000000180025095e-35 0.085360000000000005 0.088215000000000002 0.27287000000000006 -0.091944999999999985 -0.49405499999999997 -0.0016099999999999997 0.090615000000000015 -0.074359999999999996 -0.088614999999999985 -0.084369999999999987 -0.099939999999999987 -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 -2 4 5 6 7 -4 -9 10 12 15 -10 -14 -13 -11
right_child=1 -3 3 -5 -6 -7 -8 8 9 11 -12 14 13 -15 -16 -17
leaf_value=-0.00098044856058591913 -0.0008017286304256876 -0.00075831235935255664 -0.00044394126217163764 -0.00059274539811136038 0.00079567149437397922 -0.00071142887652967529 0.00080063049928124231 -0.00045817680092402071 2.9666623081849334e-05 0.00013209511172443091 -0.00033242242433183619 6.4629088608864882e-05 0.00042857773732772321 0.0010905617919844839 -0.00059828240706043994 0.00066030375117630301
leaf_weight=0.0011138447244046215 0.0010031683085029988 0.001019222819316822 0.0014206053553526736 0.0010803717349164845 0.0015001524924602985 0.0010315007804821965 0.0018949275826614922 0.0015092543198011949 0.0011993321711539851 0.0010114318594989236 0.0010766333262878514 0.001087340049953478 0.0017307646953948997 0.0018437547556677458 0.0018679250357005366 0.0010472468934824286
leaf_count=491 53 90 332 79 140 98 257 97 254 51 234 42 171 403 221 108
internal_value=0 3.02586e-05 6.98426e-05 0.000115142 0.000157115 9.98246e-05 0.000153161 6.4218e-05 0.000122559 0.000203233 0.000415381 -4.43098e-05 0.000584031 0.000770032 -0.000354375 0.000400794
internal_weight=0 0.0213236 0.0203044 0.0193012 0.0182209 0.0167207 0.0156892 0.0137943 0.0123737 0.0108644 0.00585048 0.00501394 0.00477385 0.00357452 0.00295527 0.00205868
internal_count=3121 2630 2540 2487 2408 2268 2170 1913 1581 1484 1062 422 828 574 263 159
is_linear=0
shrinkage=0.00151575


Tree=2217
num_leaves=16
num_cat=0
split_feature=14 147 11 457 16 16 2 159 4 0 0 3 0 13 1
split_gain=0.000236505 0.000146296 0.000196148 0.000138016 0.000146792 0.000149388 0.000192523 0.000297628 0.000223815 0.000205222 0.000168442 0.000158565 0.000228291 0.000125782 0.000123958
threshold=0.054835000000000009 1.0000000180025095e-35 0.087830000000000005 0.10378500000000002 -0.51370499999999997 -0.36241499999999999 0.11293500000000002 0.091005000000000016 -0.49013999999999996 -0.060129999999999996 -0.082974999999999979 -0.075634999999999994 -0.13027499999999997 -0.0057949999999999989 0.10205500000000002
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 -7 10 11 -10 -13 -8 -11
right_child=-2 -3 -4 -5 5 6 13 -9 9 14 -12 12 -14 -15 -16
leaf_value=0.00057394448946951121 -0.0007404304898992203 0.00051893991866771975 -0.000651038730547027 -0.00047249323557147199 -0.00052726830232866797 -0.00055891713515060721 0.00087491412026569049 -0.00078927443274278081 0.00046046171910585511 0.00083516411011365528 -0.00052709669738352713 0.00026837458989462386 -0.00068536286654842027 0.00016733180548591598 0.00016449617957785053
leaf_weight=0.0012846601766453502 0.0010010048828530396 0.0013613815639905704 0.0010624955760842872 0.0011917877847094074 0.0010701136007703173 0.0011820695545394855 0.0010290641666593492 0.0010727672696971046 0.0019521663901521493 0.0013830326019625997 0.0011763081094770568 0.0014389985842935271 0.0010288174777360534 0.0014419752371763314 0.0012578581514978565
leaf_count=72 110 167 103 63 201 91 190 154 735 47 773 98 140 114 63
internal_value=0 3.06804e-05 -7.14696e-06 3.42914e-05 7.37213e-05 2.79286e-05 7.37607e-05 -1.7677e-05 7.02009e-05 0.000160482 -7.15704e-06 0.000131217 -0.000129233 0.000462004 0.000515724
internal_weight=0 0.0189335 0.0175721 0.0165096 0.0153178 0.0140332 0.0129631 0.010492 0.00941925 0.00823718 0.00559629 0.00441998 0.00246782 0.00247104 0.00264089
internal_count=3121 3011 2844 2741 2678 2606 2405 2101 1947 1856 1746 973 238 304 110
is_linear=0
shrinkage=0.00154607


Tree=2218
num_leaves=17
num_cat=0
split_feature=14 157 0 124 12 39 43 13 48 2 160 1 16 4 0 13
split_gain=0.000516434 0.000194198 0.00037033 0.000215094 0.000399766 0.000270447 0.000293276 0.000222434 0.000284585 0.000291416 0.000330029 0.000220322 0.000200997 0.000196891 0.000165725 0.000139075
threshold=0.076175000000000007 -0.073574999999999988 -0.11013499999999998 0.10195500000000002 0.11650500000000001 0.097050000000000011 -0.14968999999999996 -0.23438999999999996 0.12879500000000002 0.116525 -1.0000000180025095e-35 0.094385000000000011 -0.083539999999999989 -0.0024449999999999997 -0.10151999999999999 0.17001000000000002
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 15 -8 9 10 -9 12 13 -12 -13 -3
right_child=-2 3 -4 -5 -6 -7 7 8 -10 -11 11 14 -14 -15 -16 -17
leaf_value=0.0011759082904528864 -0.0011653395910725733 0.0009889331043983257 -0.0001884181288421791 0.00072537484135169403 -0.0010327455171877569 -0.00080327936694633362 0.00056971811858464165 -0.00085725286837819029 -0.00086518440967963848 0.00072905816443574777 0.00048211144010041718 0.00066827751068199257 -0.00068338350064225603 -0.00040938365808475036 -4.8490598100841401e-05 0.00016719155972480984
leaf_weight=0.0010946687710742253 0.0010018397509476409 0.0012080428438885323 0.0010485678909372886 0.0010031901698657189 0.0010592060559699917 0.001037763369021164 0.0014705156929031267 0.0013907872027667662 0.0011971518068400197 0.0012311711307227908 0.00135322472101225 0.0017769130032285751 0.0016672724072679364 0.0013148329171764053 0.0016982148928332032 0.0010246821820334429
leaf_count=39 101 73 359 42 123 100 114 488 55 148 333 93 613 133 222 85
internal_value=0 4.0973e-05 0.000508418 -1.33777e-05 -5.58974e-05 7.30643e-06 6.21689e-05 -3.15088e-05 -0.000107532 -2.05887e-05 -0.000120895 1.02262e-05 -0.000236488 4.27779e-05 0.000318009 0.000611805
internal_weight=0 0.0205762 0.00214324 0.018433 0.0174298 0.0163706 0.0153328 0.0131001 0.0116296 0.0104324 0.00920125 0.00781046 0.00433533 0.00266806 0.00347513 0.00223273
internal_count=3121 3020 398 2622 2580 2457 2357 2199 2085 2030 1882 1394 1079 466 315 158
is_linear=0
shrinkage=0.0016407


Tree=2219
num_leaves=17
num_cat=0
split_feature=1213 1374 457 11 484 160 50 457 16 15 12 42 52 51 13 3
split_gain=0.000512828 0.000240135 0.00040256 0.000359724 0.00025057 0.000207782 0.000305022 0.000178444 0.000236388 0.000197211 0.000188848 0.000338472 0.000175967 0.000208701 0.000170188 0.00018885
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.088350000000000026 0.088215000000000002 -0.0068949999999999992 -0.22361499999999998 0.098785000000000026 -0.0029299999999999994 -0.50690499999999983 0.088495000000000018 -0.040564999999999997 -0.095284999999999995 -0.046924999999999988 -0.076794999999999988 -0.077799999999999994 -0.012304999999999998
decision_type=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 -13 -14 -16
right_child=1 2 -4 -5 5 6 -8 8 9 -11 11 12 14 -15 15 -17
leaf_value=-0.0010085369954177372 -0.00063237297300624152 -0.00061330064389478092 0.00084309882014117765 -0.00079713131821325075 -0.00048399960873998972 -0.0004376036665921877 0.00093647908539074205 0.00077366131049694449 -0.00026655670388124435 -0.0004014240514219773 0.0010487435267056567 1.6170844597451841e-05 0.00030096494304955563 0.00082472475021918396 -0.00066903504950486777 0.00016398230437041691
leaf_weight=0.001036855665691754 0.0010609778522807636 0.0010548816324704299 0.0013615847699601008 0.0010716193203041393 0.0011200067967167869 0.0011579854328660497 0.0010174014743681162 0.0012042040501135639 0.0017208676848387379 0.0014778390365753217 0.0010209289965168915 0.0013021145260328675 0.0017598241295544437 0.0014127171802164884 0.0012995589428041465 0.0010398589906301936
leaf_count=491 55 454 116 109 293 114 97 99 227 267 80 149 127 165 243 35
internal_value=0 4.21789e-05 7.98041e-05 2.09535e-05 7.38029e-05 0.000120465 0.000167436 0.000109028 0.000160751 9.38593e-05 0.000170456 0.000266441 0.000149231 0.000436918 -4.12971e-05 -0.000298763
internal_weight=0 0.0200824 0.0190214 0.0176598 0.0165882 0.0155333 0.0144133 0.0133959 0.0122379 0.0110337 0.00955587 0.007835 0.00681407 0.00271483 0.00409924 0.00233942
internal_count=3121 2630 2575 2459 2350 1896 1603 1506 1392 1293 1026 799 719 314 405 278
is_linear=0
shrinkage=0.00145689


Tree=2220
num_leaves=16
num_cat=0
split_feature=14 124 4 0 157 16 150 4 50 16 2 15 43 0 42
split_gain=0.000257521 0.00016863 0.000226944 0.000264426 0.000320435 0.000220716 0.000315649 0.000339156 0.00018569 0.000175482 0.000137283 0.000192864 0.000182143 0.000133754 0.000230655
threshold=0.062655000000000016 0.0049200000000000008 -0.49405499999999997 0.056435000000000006 -0.08107499999999998 -0.056919999999999991 -1.0000000180025095e-35 0.40473500000000007 0.096530000000000019 -0.008904999999999998 0.092365000000000017 -0.10203999999999998 -1.0000000180025095e-35 -0.053834999999999994 0.088200000000000014
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 -6 8 10 -7 11 -8 -13 14 -11
right_child=-2 -3 3 -5 5 9 7 -9 -10 13 -12 12 -14 -15 -16
leaf_value=-0.00061297076734903014 -0.00080769633117275892 0.00065555189719752297 0.00074318022860664953 0.00064676095771014634 -0.00079015573485041659 -0.00094739745031462597 -0.00051256611636887948 0.00095081921179788315 0.00065422366582223686 -0.00039155239435185362 -0.00043781154520888479 -0.00020526670584712086 0.00059247102061355395 -0.0005660950484994053 0.00056410361872028252
leaf_weight=0.0014805130404647515 0.0010056194239763663 0.0010449145734176398 0.0013027751932625916 0.0016949102955703529 0.0010074490199230022 0.0010262485830198238 0.0010487486410923732 0.0012089446701384378 0.0010490010967672339 0.0015357794328587013 0.0018944475146921436 0.001205905431598652 0.0019189534960492027 0.0016614649790629059 0.001137408397164627
leaf_count=153 104 71 268 111 53 292 64 176 201 319 294 482 191 105 237
internal_value=0 2.62894e-05 -8.00579e-06 4.26192e-05 -2.13902e-05 -8.91757e-05 6.02302e-05 0.000163127 2.93252e-05 -0.000349295 -7.87026e-05 8.43009e-05 0.000284618 -0.000207691 1.50674e-05
internal_weight=0 0.0202175 0.0191725 0.017692 0.0159971 0.0146944 0.00933345 0.008326 0.00711706 0.0053609 0.00606806 0.00417361 0.00312486 0.00433465 0.00267319
internal_count=3121 3017 2946 2793 2682 2414 1461 1408 1232 953 1031 737 673 661 556
is_linear=0
shrinkage=0.00160853


Tree=2221
num_leaves=16
num_cat=0
split_feature=14 474 14 15 15 42 43 12 52 13 4 4 4 0 47
split_gain=0.000302282 0.000162696 0.000151442 0.000216064 0.000162794 0.000189373 0.000196141 0.000189271 0.000171323 0.000198564 0.0001477 0.000166311 0.000179175 0.000213349 0.000126996
threshold=0.057600000000000005 0.082665000000000002 -0.10708499999999999 -0.15914499999999995 -0.095869999999999983 -1.0000000180025095e-35 -0.15582499999999996 -0.010834999999999999 0.11434500000000002 -0.28558999999999996 -0.27825499999999997 -0.077679999999999985 0.0052350000000000009 -0.17169499999999996 0.092530000000000015
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 -8 -11 -12 -13 -14 -5
right_child=-2 -3 3 4 5 6 8 -9 -10 10 11 12 13 -15 -16
leaf_value=-0.00051826451444786457 -0.00088929987086375001 0.00052706107691852418 0.00075756493942443501 -1.6287850393793203e-05 0.00011982029371498674 0.00073662719681358237 0.00070941396818413312 -0.00084250845449195672 -0.00046036842119712498 -0.00053331943111400515 0.00074790451229571179 -0.00047216993584683502 0.00083169373823451561 -0.0001076356640612271 -0.00073246625556670655
leaf_weight=0.0014529002943421262 0.0010012043547347185 0.0016556945245595886 0.001041514063445396 0.001301616120855162 0.0010720061095912392 0.0013593666868052514 0.0014580320046544415 0.0011301920559409614 0.0013959323326203504 0.0010225257576110796 0.0010058632629734148 0.0014064209592275431 0.0010455049867150734 0.0017245338850564954 0.0013659546953632973
leaf_count=94 107 378 203 153 48 68 59 615 254 147 276 392 42 183 102
internal_value=0 3.5141e-05 -1.06611e-05 3.45025e-05 -1.47572e-05 6.30812e-05 0.000155484 -0.000374057 6.82772e-05 0.00016458 3.6553e-05 0.000148995 4.75257e-06 0.000246899 -0.000383014
internal_weight=0 0.0194381 0.0177824 0.0163295 0.0152879 0.0126204 0.0104182 0.0022022 0.00905881 0.00766288 0.00620485 0.00518232 0.00417646 0.00277004 0.00266757
internal_count=3121 3014 2636 2542 2339 2084 1421 663 1353 1099 1040 893 617 225 255
is_linear=0
shrinkage=0.0016407


Tree=2222
num_leaves=11
num_cat=0
split_feature=1 49 3 12 3 159 43 43 48 16
split_gain=5.60383e-05 8.80876e-05 0.00016507 0.000272116 0.000132 7.44704e-05 8.23954e-05 0.000117449 0.000168814 9.21404e-05
threshold=0.104035 -0.043469999999999995 0.10732000000000001 0.091200000000000017 0.13524500000000003 0.082585000000000006 -0.15582499999999996 -0.0037449999999999996 0.085875000000000021 -0.088159999999999988
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 -4 6 -1 -8 9 -9
right_child=1 2 4 -5 -6 -7 7 8 -10 -11
leaf_value=0.0014304456764354385 0.002146501925073895 0.0040502773733125238 -0.0031607153148769575 -0.00074242808053048587 0.00050057178305342961 -0.0022504638925472196 -0.0021126100767304497 0.0024804977269242776 -0.0023032028124216485 -6.4407762667647279e-05
leaf_weight=0.0014993348446775152 0.0014428803858932485 0.0011453154243220758 0.0011885064488481589 0.0015643916899079624 0.0010224411513174436 0.0010636868428329782 0.0018277680719632422 0.0013768931753559283 0.0011633652168385814 0.0018759848981410249
leaf_count=149 171 190 38 172 120 323 1235 182 126 415
internal_value=0 0.000523265 4.72847e-05 0.00128331 -0.00146757 -0.000396881 -0.000142259 -0.000519902 0.000139278 0.00101281
internal_weight=0 0.00636354 0.00492065 0.00270971 0.00221095 0.00880703 0.00774335 0.00624401 0.00441624 0.00325288
internal_count=3121 691 520 362 158 2430 2107 1958 723 597
is_linear=0
shrinkage=0.00747098


Tree=2223
num_leaves=11
num_cat=0
split_feature=42 43 133 0 133 4 48 51 51 1
split_gain=6.53084e-05 9.75624e-05 0.000123882 0.000201361 0.000114137 0.000110473 0.000114987 0.000116095 9.13862e-05 7.33744e-05
threshold=-0.11051499999999999 -0.052894999999999991 1.0000000180025095e-35 -0.060129999999999996 -0.0061299999999999992 -0.27825499999999997 0.086035000000000014 -0.076794999999999988 0.088785000000000017 0.095285000000000022
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -3 -6 7 -7 -8 -9
right_child=1 4 -4 -5 5 6 8 9 -10 -11
leaf_value=-0.0017900289758622015 0.0003392363161393375 -0.0022725183522220964 -0.00045116349225829633 0.0043462964332307251 -0.0017509507419708158 -0.0010042077503694187 -0.0022522535126447132 0.00073135738219799848 0.00069470933419968578 0.0029659211746266606
leaf_weight=0.0010295785925895631 0.001657469755513459 0.0013619484850285026 0.001921202264684339 0.0011324695364042523 0.0015235661863699538 0.0010026539761372271 0.0012151636483969386 0.0015648993488994035 0.0010543470362217103 0.0015886395708154082
leaf_count=181 432 698 784 101 178 79 79 323 72 194
internal_value=0 0.000121222 0.000980133 0.00196575 -0.000313356 2.23072e-05 0.000442756 0.00116679 -0.000883182 0.00185705
internal_weight=0 0.0140224 0.00471114 0.00278994 0.00931122 0.00794927 0.0064257 0.00415619 0.00226951 0.00315354
internal_count=3121 2940 1317 533 1623 925 747 596 151 517
is_linear=0
shrinkage=0.00732449


Tree=2224
num_leaves=16
num_cat=0
split_feature=1213 402 147 11 52 52 4 0 13 52 4 42 2 3 15
split_gain=0.000468979 0.000240707 0.000177046 0.000271676 0.000186132 0.000209497 0.000228937 0.0002903 0.000245069 0.000246769 0.000185901 0.000182843 0.000209388 0.000213222 0.000144406
threshold=-1.0000000180025095e-35 0.073745000000000019 0.089025000000000007 0.088215000000000002 0.25317500000000004 0.10744000000000002 -0.35136499999999998 -0.019414999999999998 0.17001000000000002 0.0031350000000000002 -0.034939999999999992 0.088060000000000013 0.11215000000000001 0.090900000000000009 -0.09551999999999998
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 9 10 -8 12 13 14 -12
right_child=1 -3 -4 -5 -6 -7 7 -9 -10 -11 11 -13 -14 -15 -16
leaf_value=-0.0011557048895252781 -0.00060305300983212891 0.00081896921664042154 0.00065824726852484682 -0.0009194645040810789 -0.00066625178462868437 0.00064942737091911883 -0.00063969286274424212 0.00088064122275488066 -0.00078398959390468955 0.00086949032305956532 0.00017581005217441535 0.00057705389992121199 -0.00061795446124489556 0.00059042915563234941 -0.00070878106986850813
leaf_weight=0.0010375136194111434 0.0017323557116721818 0.0011480305860046584 0.0011534614495860634 0.0010167868683533801 0.0011546355542956131 0.0016266131010841409 0.0012688569739864423 0.0012156125102241776 0.0011302135046881165 0.0010506168880004838 0.0012622447994010272 0.001728591764464351 0.0015371732941713567 0.0017679381777959691 0.0010047807987771662
leaf_count=491 136 254 117 107 291 144 292 93 69 310 104 212 118 51 332
internal_value=0 4.51761e-05 -2.45626e-06 -4.60135e-05 7.87806e-06 5.86692e-05 -1.14803e-05 7.41634e-05 -1.70298e-05 7.30752e-05 -2.4564e-05 8.23446e-05 -7.11244e-05 0.000137198 -0.000216254
internal_weight=0 0.0197979 0.0186499 0.0174964 0.0164796 0.015325 0.0136984 0.011966 0.0107504 0.0096202 0.00856959 0.00730073 0.00557214 0.00403496 0.00226703
internal_count=3121 2630 2376 2259 2152 1861 1717 1581 1488 1419 1109 817 605 487 436
is_linear=0
shrinkage=0.00174112


Tree=2225
num_leaves=18
num_cat=0
split_feature=14 124 47 47 4 484 42 43 16 15 160 42 0 15 2 157 0
split_gain=0.00054901 0.000212025 0.000288879 0.000347501 0.000276713 0.000342743 0.000237589 0.000439879 0.000398213 0.000166369 0.000195904 0.0001495 0.000217987 0.000134408 0.000148074 8.8217e-05 6.84766e-05
threshold=0.076175000000000007 0.10093000000000002 0.13148500000000005 0.11069000000000002 -0.49405499999999997 0.084040000000000017 -0.0060199999999999993 -0.14968999999999996 0.22339500000000004 -0.095869999999999983 0.092865000000000017 0.086325000000000013 -0.084269999999999984 -0.10653 0.11263500000000001 -0.072409999999999988 -0.15202999999999997
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 12 16 14 -9 -7 -11
right_child=-2 -3 -4 -5 5 15 7 8 -10 10 -12 -13 -14 -15 -16 -17 -18
leaf_value=-0.00067373145069330917 -0.0012185678266526778 0.0007926909875554315 -0.0008129391875563108 0.00093601823643589283 -0.00063961495700118169 0.0010375214167261634 0.0010197211219993994 0.00042707363175438842 -0.00097324473963124357 0.00046487250267356306 -0.00034731883245553896 -9.5510549842153848e-05 0.00096865745638926421 -0.00069853163924495326 -0.00043365720377623102 0.00034372422822488653 -0.00014626847668056887
leaf_weight=0.0015775672656273476 0.0010146385326910137 0.0010028953201516857 0.0011425834803244763 0.0011723397848546193 0.0016002520834849992 0.0010525495408270635 0.0011753330945269936 0.0011150938405633873 0.0011864138494415014 0.001036586744090684 0.0014155975856518371 0.0014879014490655866 0.001728264909613155 0.0012031500982571082 0.0011239813471795868 0.0010017776979509554 0.001017475378560756
leaf_count=151 101 45 59 102 719 138 67 149 165 50 130 578 117 56 88 186 220
internal_value=0 4.17794e-05 4.1944e-06 5.36085e-05 -4.7646e-06 6.06043e-05 -3.25023e-05 4.52838e-05 -5.59395e-05 5.15148e-05 0.000205416 0.000353883 0.000530666 -0.000247408 -5.00002e-06 0.000699196 0.000162145
internal_weight=0 0.0210398 0.0200369 0.0188943 0.0177219 0.0161444 0.0140901 0.0124898 0.0113145 0.0101281 0.00668583 0.00527023 0.00378233 0.00344223 0.00223908 0.00205433 0.00205406
internal_count=3121 3020 2975 2916 2814 2663 2339 1620 1553 1388 1095 965 387 293 237 324 270
is_linear=0
shrinkage=0.00167351


Tree=2226
num_leaves=18
num_cat=0
split_feature=1213 1374 1447 4 457 2 2 48 16 3 16 2 49 15 4 43 15
split_gain=0.000429565 0.000223817 0.000208131 0.00019814 0.000160421 0.000229897 0.000341015 0.000270793 0.000273716 0.000277695 0.000232275 0.000207613 0.000207588 0.000208037 0.000185752 0.000103462 6.70761e-05
threshold=-1.0000000180025095e-35 -0.094929999999999987 -1.0000000180025095e-35 -0.51843499999999987 0.088350000000000026 0.097845000000000015 0.10699500000000002 0.085845000000000019 -0.078844999999999985 -0.08824499999999999 -0.014034999999999997 0.11293500000000002 0.005085000000000001 -0.062284999999999993 -0.031404999999999995 -0.0037449999999999996 -0.024814999999999997
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 7 -7 8 9 -5 -10 -8 13 -13 -12 -11 -16
right_child=1 2 3 4 -6 6 11 -9 10 15 14 12 -14 -15 16 -17 -18
leaf_value=-0.0010335059515711757 -0.00067646529384847529 -0.00061357632046080352 -0.00055055000707286857 -0.00022922662516175016 0.00071764990482795193 0.0010320384320336928 -0.0004949707966580238 -0.00079402981567222033 -0.00081015391864911021 0.0003902355332875966 -0.00050209308468599607 0.0010985061878548122 -0.00012223803260344728 0.00018999905755079561 2.2981740159744034e-05 0.001102161951999139 0.00060451196703626819
leaf_weight=0.0010046522232909074 0.0010558199215813238 0.0010443973977210244 0.0010568263202808082 0.0011397710698060927 0.0012679315264934659 0.001462288394222592 0.0010255879035737658 0.0011065472682371402 0.0011942300758593823 0.0010286502265925007 0.0011297789654681105 0.0011723755189903123 0.0017411474515889799 0.0014696290778267174 0.0010397999481549982 0.0010855352470791578 0.0010133086985509203
leaf_count=491 55 255 45 155 114 209 129 206 242 234 201 164 153 98 99 142 129
internal_value=0 4.43481e-05 8.44501e-05 0.000125101 0.000167411 0.000122714 0.000342854 -5.03978e-05 5.74329e-05 0.000410757 -0.000205229 0.000156528 0.000308968 0.000593144 2.17411e-05 0.000755776 0.000309995
internal_weight=0 0.0200336 0.0189778 0.0179334 0.0168766 0.0156086 0.00687103 0.00873762 0.00763107 0.00325396 0.00437712 0.00540874 0.00438315 0.002642 0.00318289 0.00211419 0.00205311
internal_count=3121 2630 2575 2320 2275 2161 753 1408 1202 531 671 544 415 262 429 376 228
is_linear=0
shrinkage=0.00160853


Tree=2227
num_leaves=17
num_cat=0
split_feature=1213 14 474 14 15 15 42 4 160 12 16 160 4 15 15 52
split_gain=0.00044901 0.000322222 0.000235728 0.000223382 0.000211958 0.000296789 0.000210528 0.000242603 0.000244052 0.000209517 0.000459699 0.000278903 0.000171713 0.000129842 9.97046e-05 0.000142858
threshold=-1.0000000180025095e-35 0.062655000000000016 0.082665000000000002 -0.10708499999999999 -0.15914499999999995 -0.095869999999999983 -0.095859999999999987 -0.51843499999999987 -1.0000000180025095e-35 0.10345000000000001 0.22339500000000004 0.092865000000000017 -0.0024449999999999997 -0.10653 0.088345000000000021 0.083680000000000018
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 13 -7 -8 -9 10 11 12 14 -6 15 -10
right_child=1 -3 -4 4 5 6 7 8 9 -11 -12 -13 -14 -15 -16 -17
leaf_value=-0.0011033521145802142 -0.00059008700467696757 -0.00089119280532823971 0.00071086273249251059 0.00083095843375457319 -0.00011227680194909089 -0.00048864703318861954 -0.00049052074415317033 -0.00041534952457952915 0.00020649367161880503 0.00098797123015352691 -0.00065625223478669981 -0.00020864627602767925 0.00022574022146591873 -0.00086428906985332101 0.0012899048081521929 0.0010754432227601306
leaf_weight=0.0010413367161419057 0.00151748847505248 0.001019230328441755 0.0016494039479282982 0.0010644513904701147 0.0013926858238569317 0.0013484102235080198 0.0012394839389484576 0.0012026941389614897 0.0010335272214185825 0.0014916315757281251 0.0012556247493078652 0.0013837699707696105 0.0017785511683475327 0.0012874175711133596 0.0011476748957831573 0.0011814838767423286
leaf_count=491 93 90 367 198 142 154 61 391 139 109 183 99 148 90 210 156
internal_value=0 4.49958e-05 9.27668e-05 3.71326e-05 9.37623e-05 4.39172e-05 0.000150079 0.0002236 0.000308101 0.000401939 0.00028959 0.000471601 0.00065469 -0.000473514 0.000881565 0.00066999
internal_weight=0 0.0209935 0.0199743 0.0183249 0.0168074 0.015743 0.0130629 0.0117144 0.010475 0.00927226 0.00778063 0.00652501 0.00514124 0.0026801 0.00336269 0.00221501
internal_count=3121 2630 2540 2173 2080 1882 1650 1496 1435 1044 935 752 653 232 505 295
is_linear=0
shrinkage=0.00170698


Tree=2228
num_leaves=17
num_cat=0
split_feature=14 484 52 1 376 42 47 14 1 3 0 16 484 48 16 3
split_gain=0.000224526 0.000180797 0.000173782 0.000191133 0.000222389 0.000209695 0.000362808 0.000161093 0.000272424 0.00021138 0.000204306 0.000162195 0.000159544 0.00010987 7.24937e-05 2.33017e-05
threshold=0.054835000000000009 0.084040000000000017 -0.40306999999999998 0.14000500000000002 0.048375000000000008 -1.0000000180025095e-35 0.10904500000000002 -0.10708499999999999 0.10060500000000001 -0.12018999999999998 -0.082974999999999979 -0.094359999999999986 0.096935000000000007 0.11270000000000001 -0.069144999999999984 0.0051600000000000005
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 -7 9 -9 11 -11 -3 15 -13 -10
right_child=-2 12 3 -5 -6 6 -8 8 13 10 -12 14 -14 -15 -16 -17
leaf_value=-0.00064506355061058325 -0.00071501499277647478 0.00079618339013925847 -0.00061767848123424492 0.00060746079613355707 0.00060427382971077795 -0.00052825836869119496 -0.00085873941906731987 0.0004350378912306741 0.00088478545715163764 -0.00041497240966674887 -0.00063953671883169025 0.00051988284787480232 -1.1067555273095793e-05 9.3655871261668928e-05 -1.089887528918182e-05 0.00055213433165475208
leaf_weight=0.0010181570093241296 0.0010189475920829852 0.0012921621098815885 0.0015875483630012613 0.0011990909840849237 0.0012023286924242775 0.0010037740556616036 0.0011230533830746117 0.0016970817441206432 0.001011202475065559 0.0013903998610425572 0.0016751081342224368 0.001189879082113654 0.0010696742800903047 0.0010067171092913441 0.0012732161522397006 0.0010022120132210377
leaf_count=276 110 181 705 92 120 57 90 67 122 172 427 165 175 23 257 82
internal_value=0 2.92249e-05 -2.53175e-05 1.32483e-05 -3.37436e-05 -8.86932e-05 -2.08184e-05 6.28317e-05 0.00012074 -4.22458e-05 -0.000188755 7.19957e-06 0.00043058 0.000510686 0.000245513 0.000719203
internal_weight=0 0.0197416 0.0173798 0.0163616 0.0151625 0.0139602 0.0123726 0.0112496 0.0102458 0.00722568 0.0055286 0.0038535 0.00236184 0.00302013 0.0024631 0.00201341
internal_count=3121 3011 2655 2379 2287 2167 1462 1372 1315 1088 1021 594 356 227 422 204
is_linear=0
shrinkage=0.00154607


Tree=2229
num_leaves=16
num_cat=0
split_feature=1213 14 1374 457 11 13 52 16 2 16 52 4 15 52 15
split_gain=0.000360329 0.000244374 0.00019574 0.000286135 0.000346125 0.000210605 0.000343265 0.000260606 0.00019838 0.000387968 0.000192636 0.000367141 0.000301465 0.000107994 9.13526e-05
threshold=-1.0000000180025095e-35 0.054835000000000009 -0.08070999999999999 0.085360000000000005 0.088215000000000002 -0.0034749999999999994 0.11434500000000002 -0.074319999999999983 0.09678500000000001 -0.078844999999999985 0.10744000000000002 -0.111605 -0.016799999999999995 -0.013374999999999998 -0.10324499999999999
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 8 14 9 -4 11 -9 -13 -10 -7
right_child=1 -3 3 -5 -6 7 -8 10 13 -11 -12 12 -14 -15 -16
leaf_value=-0.00089881249244268919 -0.00059077577684671573 -0.0006965925417034835 0.00067229427972873652 0.00072168690758752404 -0.00081871029723958196 -0.00011636517752394342 -0.00054292227922667991 -0.00078981569281077351 0.0010716925283495631 -0.00029992658324054592 0.00067418977603624639 -0.00012085683789353046 0.00088519569699710562 0.00046822889462214032 -0.00062870079380371801
leaf_weight=0.0010267366662990987 0.0010108329661222539 0.0010355022200413946 0.0018264384928720987 0.0015318736913452957 0.00101917636382609 0.0014013059563811464 0.0010255078367579287 0.001051192452960592 0.0011001822045794141 0.0019496635492484487 0.0011875385766602249 0.0018337276620792389 0.0010917091624491181 0.0017895729898811247 0.001862120943913078
leaf_count=491 56 96 371 143 95 83 299 98 184 568 68 146 75 168 180
internal_value=0 2.11111e-05 5.88728e-05 9.40462e-05 3.79452e-05 9.21101e-05 0.000273471 -7.3407e-05 0.000399069 0.000170321 0.00013848 -2.14982e-05 0.00025458 0.000697978 -0.000408705
internal_weight=0 0.0207163 0.0196808 0.01867 0.0171381 0.016119 0.00769137 0.00842759 0.00666586 0.0037761 0.00516417 0.00397663 0.00292544 0.00288976 0.00326343
internal_count=3121 2630 2534 2478 2335 2240 1590 650 1291 939 387 319 221 352 263
is_linear=0
shrinkage=0.00151575


Tree=2230
num_leaves=12
num_cat=0
split_feature=42 376 48 457 4 16 0 1 43 13 0
split_gain=5.93745e-05 9.38909e-05 8.48628e-05 0.000128261 0.00012338 0.000105048 0.000123442 0.000202959 0.000159696 0.000242533 9.04022e-05
threshold=-0.11466499999999999 1.0000000180025095e-35 0.12737000000000001 0.088350000000000026 0.40473500000000007 -0.36241499999999999 -0.10151999999999999 0.095285000000000022 -0.074359999999999996 -0.095304999999999987 -0.061629999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -7 10 -10 -8
right_child=1 -3 -4 -5 -6 6 8 -9 9 -11 -12
leaf_value=-0.0018583491395082886 -0.002629131920254222 0.0023044359891406688 -0.0022433133029011519 0.002428410823153366 0.0019257568485064214 -0.00084971196733220876 -0.0011983055504277665 0.0031231297742909119 0.00024986273161503836 -0.0047231776449531216 0.001847870432682006
leaf_weight=0.0010248751813345643 0.0012684728180632808 0.0011359691193330137 0.0010411636469684358 0.0013411258472615139 0.0015224921667264324 0.0017131353710562796 0.0011243179856218755 0.0015302879546599257 0.0011617381646003479 0.0013132542949242957 0.0013449370375847661
leaf_count=171 138 161 77 135 210 154 676 102 92 1102 103
internal_value=0 0.000116234 -6.98105e-05 0.000113876 -0.000168863 -0.000506108 -0.000177199 0.00102472 -0.000965661 -0.00238888 0.000460865
internal_weight=0 0.0144969 0.0133609 0.0123198 0.0109786 0.00945614 0.00818767 0.00324342 0.00494425 0.00247499 0.00246926
internal_count=3121 2950 2789 2712 2577 2367 2229 256 1973 1194 779
is_linear=0
shrinkage=0.00792826


Tree=2231
num_leaves=17
num_cat=0
split_feature=1213 14 1374 457 11 13 132 52 52 12 0 39 4 52 42 2
split_gain=0.000417216 0.000298013 0.000183646 0.000237875 0.000302926 0.000218873 0.000360323 0.000310126 0.000184083 0.000249228 0.000313829 0.000407422 0.000294677 0.00022315 0.000133323 0.000165645
threshold=-1.0000000180025095e-35 0.057600000000000005 -0.08070999999999999 0.085360000000000005 0.088215000000000002 -0.084034999999999985 0.080640000000000017 0.10160000000000001 0.091275000000000009 0.09857500000000001 -0.10151999999999999 0.0046100000000000004 0.08184000000000001 0.19022000000000003 0.083995000000000014 0.10045500000000002
decision_type=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 14 9 10 12 -12 -7 -10 15 -4
right_child=1 -3 3 -5 -6 6 -8 -9 13 -11 11 -13 -14 -15 -16 -17
leaf_value=-0.0010017446934678174 -0.00057417033317753454 -0.00080659263938538651 -0.00011600741133754866 0.00073441479392400159 -0.00077834731058114032 0.00037997777791513518 0.00089612875678921479 -0.0002680864450491629 0.00069176042679411462 0.00033161812443258776 -0.0014298487477668012 -7.1104556982102586e-05 -0.00061332688561176044 -0.00027936018618936501 0.00093411112028512176 0.00077511450047199786
leaf_weight=0.0010264958119198869 0.0010117358559602599 0.0010015344331252276 0.0010401060912131012 0.0015423141658041017 0.001012964923131853 0.001719944929886693 0.0010329003534207551 0.0013710702376921458 0.001413203033163668 0.0015484073628853658 0.0013295456406591487 0.0010007804009658366 0.0014031755043627803 0.0010801565840405994 0.0018560687349937904 0.0011218194480047128
leaf_count=491 56 93 115 143 97 82 174 133 160 168 616 119 70 232 281 91
internal_value=0 4.91206e-05 9.31063e-05 0.000129653 7.456e-05 0.000128839 -6.11095e-06 0.000392478 -0.000104258 -0.000237908 -0.000399614 -0.000846323 -6.63005e-05 0.000271058 0.000617884 0.000346394
internal_weight=0 0.0204857 0.0194842 0.0184725 0.0169301 0.0159172 0.0105281 0.00538906 0.00949521 0.00700185 0.00545345 0.00233033 0.00312312 0.00249336 0.00401799 0.00216193
internal_count=3121 2630 2537 2481 2338 2241 1621 620 1447 1055 887 735 152 392 487 206
is_linear=0
shrinkage=0.00160853


Tree=2232
num_leaves=21
num_cat=0
split_feature=14 128 1374 13 13 124 132 457 151 159 49 42 16 4 1 0 3 52 12 2
split_gain=0.000497204 0.000374388 0.000386253 0.000320289 0.000406116 0.000264709 0.000271418 0.00036302 0.000282581 0.000217252 0.000355183 0.000203507 0.0001835 0.000223589 0.000375882 0.000281068 0.000167449 0.000114 9.23797e-05 8.83018e-05
threshold=0.076175000000000007 0.086435000000000012 -0.094929999999999987 -0.53104499999999988 -0.39067499999999994 -0.043384999999999993 0.081240000000000021 0.082380000000000009 -0.033849999999999991 -0.032739999999999991 0.094245000000000009 0.11159000000000001 -0.36241499999999999 0.076415000000000025 0.088485000000000022 -0.097734999999999989 0.10542000000000001 -0.0027449999999999996 0.088305000000000008 0.090310000000000015
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 -7 -10 11 12 -11 14 17 -16 -15 -14 -19 -9
right_child=-2 -3 3 4 5 6 -8 19 9 10 -12 -13 13 16 15 -17 -18 18 -20 -21
leaf_value=-0.00094911778803680343 -0.0011557390320817208 -0.00094136658256696419 -0.00078948318353275443 0.0009804125002827273 0.00081540323453564354 -0.00087921954802432241 0.00069641298734611577 0.0010091534110071249 -0.00064431327257261377 -0.00064596041467126955 0.00093085483691345569 -0.00078047799459803275 -0.00017293221092139238 0.0010787115012021499 2.1968259808693423e-05 -0.0012196589774663199 0.00010586347790978342 0.00014769458755801838 0.00081188292550279223 0.00029599188581424737
leaf_weight=0.001027230808119838 0.0010836703663934513 0.0011104162959477753 0.0010679452888120401 0.0016541631035307215 0.0013911500778095538 0.0013107848372599174 0.0016711774186795652 0.0010012884327906526 0.0015528981376885459 0.00107014159398559 0.0011606724491572589 0.0010428913577084651 0.0011441950843606354 0.0010257738810852679 0.0010062654778124624 0.0011253244587778044 0.0010363821774710402 0.0012193231498090328 0.0012213613908908377 0.001022469411639193
leaf_count=53 101 201 34 105 215 195 222 56 317 88 175 170 197 40 30 247 17 321 257 80
internal_value=0 2.64631e-05 7.36994e-05 0.000122063 0.000169191 9.8573e-05 4.1948e-05 -2.66682e-05 -0.000124905 -4.64659e-05 3.75341e-05 -6.72868e-05 1.67679e-05 0.000107943 -6.58771e-05 -0.000633521 0.000589785 0.000271647 0.000480066 0.000648841
internal_weight=0 0.0238619 0.0227514 0.0217242 0.0206563 0.0190021 0.0176109 0.0159398 0.013916 0.0126052 0.0110523 0.00989166 0.00884877 0.00777863 0.00571647 0.00213159 0.00206216 0.00358488 0.00244068 0.00202376
internal_count=3121 3020 2819 2766 2732 2627 2412 2190 2054 1859 1542 1367 1197 1109 1052 277 57 775 578 136
is_linear=0
shrinkage=0.00170698


Tree=2233
num_leaves=19
num_cat=0
split_feature=1213 14 1374 11 484 3 15 457 0 15 47 43 3 16 49 0 48 15
split_gain=0.000482736 0.000386849 0.000371587 0.000258915 0.000224302 0.000263311 0.000417314 0.000268853 0.000245828 0.000394398 0.000281404 0.00036244 0.000433587 0.000244214 0.000221639 0.000336721 0.000159054 1.96161e-05
threshold=-1.0000000180025095e-35 0.076175000000000007 -0.094929999999999987 0.088215000000000002 -0.0068949999999999992 -0.12018999999999998 -1.0000000180025095e-35 -0.0029299999999999994 -0.082974999999999979 -0.10203999999999998 0.10421000000000001 -0.15879999999999997 -0.042499999999999989 0.22339500000000004 -0.090734999999999982 -0.10096999999999999 0.084855000000000014 -0.065449999999999994
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 -6 -7 9 16 11 -10 -13 -14 -11 17 -9 -16
right_child=1 -3 3 -5 5 7 -8 8 10 14 -12 12 13 -15 15 -17 -18 -19
leaf_value=-0.0010213046408463304 -0.00085440104388665047 -0.00089797395758936364 -0.00047990650104703947 -0.00059106283020420947 0.0014645194053944761 -0.00055872371685762503 0.00018718327146582101 -0.00034810872336287179 0.00052473619132995496 7.5914372821722799e-05 0.00051416431716226163 -0.0012844628696102153 0.00047295234805594795 -0.00055356869187290234 0.001404260596871971 0.0002190661188948418 0.00040981922030556276 0.0011049563498026689
leaf_weight=0.0011443471115726222 0.0010181157553219569 0.001066594618846727 0.0012477742590874868 0.0011921174202180742 0.0010141292230025911 0.0012879127170676305 0.0017062754628280842 0.0018248832409246407 0.0011711328899957039 0.0011324774074190636 0.0017085951335173988 0.0011449352382474718 0.0010328025444362827 0.0013041196500304109 0.0010783666223093125 0.0012227059840344652 0.0011058049359353034 0.0011000752408840686
leaf_count=491 53 87 453 101 72 142 71 148 71 51 66 524 163 70 59 332 100 67
internal_value=0 2.8824e-05 7.52502e-05 0.000121935 0.000166478 0.000211703 0.000663357 0.000130408 0.000194602 0.000388728 -3.3175e-05 -0.00023416 -0.000489417 -9.98978e-05 0.000680177 0.000881378 -6.2128e-05 0.00125312
internal_weight=0 0.0223588 0.0212922 0.0202741 0.019082 0.0178342 0.0027204 0.0151138 0.0138259 0.00746431 0.00636159 0.00465299 0.00348186 0.00233692 0.00453363 0.00340115 0.00293069 0.00217844
internal_count=3121 2630 2543 2490 2389 1936 143 1793 1651 757 894 828 757 233 509 458 248 126
is_linear=0
shrinkage=0.00157699


Tree=2234
num_leaves=18
num_cat=0
split_feature=1213 14 1374 11 484 3 15 50 0 4 0 151 43 43 13 42 2
split_gain=0.00039023 0.000240009 0.000236894 0.000220056 0.000187054 0.000247827 0.000467879 0.000227403 0.000329738 0.000445977 0.000261689 0.000209483 0.000190106 0.000383561 0.000223548 0.000151259 0.000161494
threshold=-1.0000000180025095e-35 0.062655000000000016 -0.08070999999999999 0.088215000000000002 -0.0068949999999999992 -0.12018999999999998 -1.0000000180025095e-35 0.10030500000000002 -0.10096999999999999 0.056795000000000005 -0.077809999999999976 -0.016164999999999995 -0.074359999999999996 0.12266000000000001 -0.00051499999999999994 0.079510000000000011 0.11093500000000002
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 -6 8 9 11 -10 -7 14 -14 -12 16 -11
right_child=1 -3 3 -5 5 7 -8 -9 10 15 12 -13 13 -15 -16 -17 -18
leaf_value=-0.00097296851426088458 -0.000703328799479822 -0.00074246346108203861 -0.00048195695569139795 -0.00056814705123861987 0.0015289510365978879 0.001369026340694212 0.00011508103730398057 0.00085246703029776569 -0.00079275191866239828 0.00018202454574103489 0.00080198021217638593 0.00043515531168311189 -0.00083588713755456399 0.00042712679711452212 -0.00015857686936230576 0.00051261748058562602 -0.00060736125982646498
leaf_weight=0.0010876185783629247 0.0010043019179200021 0.0010189535508497985 0.0011479586476264491 0.0011942694471400719 0.0010283923336021142 0.0011536553621716017 0.0016265463680031822 0.0010484657737310854 0.0015192826521881154 0.0013368820490538003 0.0012340326138263573 0.0014711134331138968 0.0016057254178729425 0.0010843438920773232 0.0013832732264875205 0.0010035739225994766 0.0014590390253296226
leaf_count=491 56 90 452 101 72 69 71 180 681 82 152 82 270 56 85 46 85
internal_value=0 3.45536e-05 7.35542e-05 0.000113988 0.00015899 0.000202388 0.000662745 0.000116915 5.87149e-05 0.000325513 -0.000192357 0.000845616 -2.04881e-05 -0.000326777 0.000294316 -3.37858e-05 -0.000229913
internal_weight=0 0.0213198 0.0203009 0.0192966 0.0181023 0.0169543 0.00265494 0.0142994 0.0132509 0.00642426 0.00682666 0.00262477 0.00530738 0.00269007 0.00261731 0.00379949 0.00279592
internal_count=3121 2630 2540 2484 2383 1931 143 1788 1608 364 1244 151 563 326 237 213 167
is_linear=0
shrinkage=0.0016407


Tree=2235
num_leaves=12
num_cat=0
split_feature=484 42 47 42 16 16 15 0 49 3 16
split_gain=9.42463e-05 9.39515e-05 0.000123407 0.00014 0.000117551 9.04081e-05 0.000113448 0.00020669 0.000232965 0.000112786 8.45756e-05
threshold=-0.0068949999999999992 0.10256000000000001 0.10980000000000002 -0.0060199999999999993 0.25792000000000009 -0.008904999999999998 -0.10653 -0.11756999999999999 -0.047584999999999995 -0.078934999999999991 0.042200000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 8 -8 -9 -7
right_child=1 -3 -4 4 -6 10 7 9 -10 -11 -12
leaf_value=-0.0029854634531843241 -0.0025875224339237768 -0.0025936846139109262 0.0029086054867709485 0.0026825308706725586 -0.0022632116153835872 0.0047246619733407533 0.00053331830203385373 -0.00077989019684860706 -0.006039868041847374 0.0037089022041743441 0.0011405672989328586
leaf_weight=0.0010155840634724486 0.0017422006496316854 0.00113909402979107 0.0017459949976612434 0.0014060681182355627 0.001352999997244927 0.0010017972332580592 0.0010737950075454528 0.0010984616944650109 0.0011072303828916236 0.001167306991461772 0.0019837984348232696
leaf_count=503 762 311 119 196 212 192 77 350 71 178 150
internal_value=0 0.00018081 0.00041184 4.65422e-05 0.000496828 0.000919338 0.00019302 -0.000594159 -0.00280366 0.0015327 0.00234319
internal_weight=0 0.0148187 0.0136797 0.0119337 0.0101915 0.00883846 0.00585286 0.00444679 0.00218103 0.00226577 0.0029856
internal_count=3121 2618 2307 2188 1426 1214 872 676 148 528 342
is_linear=0
shrinkage=0.010055


Tree=2236
num_leaves=11
num_cat=0
split_feature=484 42 47 4 4 3 150 12 15 52
split_gain=7.70409e-05 7.66571e-05 0.000101094 0.00014858 0.000226194 8.22491e-05 0.000148662 0.000108745 0.000101314 7.15632e-05
threshold=-0.0068949999999999992 0.10256000000000001 0.11069000000000002 0.27834500000000006 0.055260000000000011 0.10299500000000002 0.086615000000000011 0.091545000000000015 -0.094549999999999981 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 8 -2 -10
right_child=1 -3 -4 -5 -6 -7 -8 -9 9 -11
leaf_value=-0.0020142359941106667 0.0028692392692467135 -0.0017460886823470177 0.0019916727539590726 0.00216449048920882 -0.0027018020793801297 0.0015562704940726662 -0.0027950394295694226 -0.0015955179367137015 -0.00067409116728571212 0.0016493603084200665
leaf_weight=0.0010070772726336391 0.0010684439594584624 0.0011318933818886346 0.0016824159542818485 0.001584700317451491 0.0017961083509064274 0.0019652590795005143 0.0010278967760305457 0.0012925539112876644 0.0019526940021217499 0.0011913161599707289
leaf_count=503 129 311 112 240 200 105 168 453 411 489
internal_value=0 0.000121769 0.000277668 3.49143e-05 -0.000292913 0.000216212 -0.00018691 0.00030008 0.000881728 0.000206302
internal_weight=0 0.0146933 0.0135614 0.011879 0.0102943 0.00849816 0.0065329 0.00550501 0.00421245 0.00314401
internal_count=3121 2618 2307 2195 1955 1755 1650 1482 1029 900
is_linear=0
shrinkage=0.00747098


Tree=2237
num_leaves=17
num_cat=0
split_feature=1213 124 47 4 484 160 42 4 52 15 12 474 0 1 16 1
split_gain=0.000338154 0.000252515 0.000221386 0.000249287 0.000285475 0.000333133 0.000277174 0.000288938 0.000228825 0.00021918 0.000242698 0.000213989 0.000190665 0.000204527 0.000209122 0.000113267
threshold=-1.0000000180025095e-35 0.08919500000000001 0.13148500000000005 -0.49405499999999997 0.085515000000000022 -1.0000000180025095e-35 0.08623500000000002 0.09173000000000002 -0.012164999999999999 0.088495000000000018 -1.0000000180025095e-35 0.084660000000000027 -0.077809999999999976 0.094465000000000007 -0.27167499999999994 0.086920000000000011
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 9 -8 -5 10 -7 -6 13 15 -15 -12
right_child=1 -3 -4 4 11 6 7 -9 -10 -11 12 -13 -14 14 -16 -17
leaf_value=-0.00089641893539207159 -0.00058972310647084072 0.00082925351053120754 -0.00073319962644413303 -2.7190503946016267e-05 0.00014622314150697152 -0.0005489074002046284 5.2816745135118128e-05 0.00098923458743845364 -0.0010791775389131287 -0.00066871515466951142 3.0034359103139142e-05 0.001170900723725397 0.00065033812024594979 -0.00022367602502713693 0.00066191166759338471 -0.00069480665831776409
leaf_weight=0.0011184946285383501 0.0016050846019186769 0.0010111853566508724 0.00108118376463917 0.0010603902683311919 0.0011407248464662947 0.001468426113064988 0.0018665542225178864 0.0016901767450082893 0.0011715194163264336 0.0012839193307058192 0.001146397429379338 0.0010569577114294404 0.0017703327242985876 0.0011875543188859528 0.0018145179522388588 0.0011752744480292843
leaf_count=491 151 60 51 186 193 172 401 112 390 173 313 106 144 61 61 56
internal_value=0 2.88466e-05 -1.05977e-05 2.95953e-05 8.53387e-05 7.51076e-06 0.00010524 0.000497807 -0.000579374 -3.65641e-05 5.82249e-05 0.000639034 0.000183897 2.87891e-05 0.000311592 -0.000336894
internal_weight=0 0.0215302 0.020519 0.0194378 0.0178327 0.0156351 0.0134032 0.00355673 0.00223191 0.00984642 0.0085625 0.00219768 0.00709408 0.00532374 0.00300207 0.00232167
internal_count=3121 2630 2570 2519 2368 2069 1493 513 576 980 807 299 635 491 122 369
is_linear=0
shrinkage=0.0016407


Tree=2238
num_leaves=17
num_cat=0
split_feature=1213 14 124 123 4 12 13 48 132 14 0 150 12 4 0 15
split_gain=0.000483261 0.0003184 0.000244544 0.000391446 0.000445862 0.000313988 0.000339621 0.000295926 0.000259072 0.000218899 0.000252839 0.000336694 0.000248108 0.000338014 0.000135614 0.00020488
threshold=-1.0000000180025095e-35 0.062655000000000016 0.10195500000000002 1.0000000180025095e-35 -0.49405499999999997 -1.0000000180025095e-35 -0.28558999999999996 0.12649500000000002 0.079970000000000013 -0.10708499999999999 -0.23091999999999999 0.088040000000000021 0.092355000000000007 0.09173000000000002 -0.11437499999999999 0.040760000000000005
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 -8 -11 12 14 -14 -12 -16
right_child=1 -3 -4 -5 5 6 7 -9 -10 10 11 -13 13 -15 15 -17
leaf_value=-0.0011445050342833304 -0.0010154320393822955 -0.00089589570107311998 0.00091842128731754714 0.00087186337118149609 -0.00074950268825742358 0.00098720825501553023 -0.00060810606075607462 -0.00071339923410997249 0.00092666567914522857 0.0008158339598198387 0.00078332685044917505 -0.00077676795649778477 -0.001024484598533507 0.00027597360046090002 -0.00021747855581679583 0.00064623438960231252
leaf_weight=0.0011102034768461283 0.0013027048499606063 0.0010637992811779453 0.001005339638187607 0.0015710855723887951 0.0013943766040039563 0.0012396371172655957 0.0013735886913162085 0.0014327124563612023 0.0011054927951985464 0.0014135588001238366 0.0017256787695257292 0.0013527000089925689 0.0010671621674295589 0.0014017844983456734 0.0017978958603763499 0.0015506185009612899
leaf_count=491 138 90 42 232 156 70 62 67 163 48 62 154 486 61 456 343
internal_value=0 3.31154e-05 8.07794e-05 3.80953e-05 -3.40452e-05 4.18042e-05 0.00011317 3.6982e-05 0.000121048 4.48174e-05 0.000131811 2.31187e-05 0.000166561 -0.000286128 0.000386826 0.000182487
internal_weight=0 0.0217981 0.0207343 0.019729 0.0181579 0.0168552 0.0154608 0.0142212 0.0127885 0.011683 0.0103094 0.00889584 0.00754314 0.00246895 0.00507419 0.00334851
internal_count=3121 2630 2540 2498 2266 2128 1972 1902 1835 1672 1610 1562 1408 547 861 799
is_linear=0
shrinkage=0.00174112


Tree=2239
num_leaves=12
num_cat=0
split_feature=484 42 47 4 4 4 3 150 12 52 4
split_gain=6.40756e-05 6.33851e-05 8.35543e-05 0.000124614 0.000187707 7.87526e-05 9.33181e-05 0.000155128 0.000146328 0.000103723 0.000106358
threshold=-0.0068949999999999992 0.10256000000000001 0.11069000000000002 0.27834500000000006 0.055260000000000011 -0.49405499999999997 0.10299500000000002 0.086615000000000011 0.091545000000000015 0.0031350000000000002 -0.022844999999999997
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 -7
right_child=1 -3 -4 -5 -6 6 -8 -9 -10 -11 -12
leaf_value=-0.0019440408210293397 -0.0018397882682122529 -0.0016790666561124351 0.0019142135094931039 0.0020950289256798801 -0.0026144567430556862 -0.0011589418572864215 0.002226737529935192 -0.0027892918291218187 -0.0018345069621854642 0.0034818990073857592 0.0019774439846134994
leaf_weight=0.0010153243446862454 0.0010418177295172691 0.0011424096631334211 0.0016916675929989468 0.0015945435121789775 0.0017982300657585154 0.0012419688029641357 0.0015396788686152796 0.0010132000305591582 0.0011719987522048609 0.0010556340598685404 0.0015009797416738898
leaf_count=503 125 311 112 240 200 235 86 161 406 512 230
internal_value=0 0.000114871 0.000265014 3.17068e-05 -0.000285759 0.000203138 0.000486034 3.81355e-05 0.000614476 0.00137008 0.000557332
internal_weight=0 0.0147921 0.0136497 0.0119581 0.0103635 0.00856528 0.00752346 0.00598378 0.00497058 0.00379858 0.00274295
internal_count=3121 2618 2307 2195 1955 1755 1630 1544 1383 977 465
is_linear=0
shrinkage=0.00792826


Tree=2240
num_leaves=18
num_cat=0
split_feature=14 1213 47 123 133 42 52 50 157 457 160 151 0 4 2 16 43
split_gain=0.000637915 0.000384996 0.000236849 0.000338838 0.000289119 0.000327641 0.000401519 0.000323535 0.000415161 0.000226251 0.000285015 0.000187368 0.000208577 0.000203326 0.00036246 0.000322666 0.000186664
threshold=0.076175000000000007 -1.0000000180025095e-35 0.13148500000000005 1.0000000180025095e-35 -0.085499999999999979 0.09832500000000001 -0.24164999999999998 0.089390000000000011 -0.063304999999999986 0.088350000000000026 0.086075000000000013 -0.033849999999999991 -0.17169499999999996 -0.019614999999999997 0.086950000000000013 -0.25582999999999995 0.07827000000000002
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 8 -8 10 11 -10 -13 14 -14 -15 -16
right_child=-2 2 -4 -5 5 -7 7 -9 9 -11 -12 12 13 15 16 -17 -18
leaf_value=-0.00083908761295906303 -0.0011978459211637637 0.00071899703621867116 -0.00044970397141460785 0.00079742560080403916 -0.00093285317324561033 0.0006655073579481276 0.00088299808980701183 -0.00077847536410129115 -0.0005380145311372097 0.00049446714739837449 -0.00075959194202616118 0.00074453921909570665 0.00097560861757722329 0.00023359207614332024 -0.0004934686797669612 -0.00075752270359234026 0.00035119053631861244
leaf_weight=0.0011375507205218368 0.0010410866930871112 0.0015170112591817641 0.0018357040200125399 0.0016703464472269869 0.0011497820096855937 0.0016776927287322349 0.0013876535106161049 0.0011325621180977201 0.0013159507705185793 0.0018166573465852051 0.001350012302842458 0.001019853770614529 0.0011196851297605422 0.0014791054918622537 0.0012857690955909579 0.0016735508680208334 0.0012176558330523335
leaf_count=477 101 316 57 245 276 235 174 259 92 86 133 34 181 95 155 186 19
internal_value=0 3.85785e-05 8.26595e-05 0.000129613 7.13422e-05 1.56005e-05 -5.27672e-05 1.56121e-05 8.14221e-05 -9.16981e-06 -9.66265e-05 1.60147e-06 9.26921e-05 -5.42058e-06 0.000244408 -0.00029253 -8.26298e-05
internal_weight=0 0.0237865 0.022649 0.0208133 0.0191429 0.0176259 0.0159482 0.0147985 0.0136659 0.0122782 0.0104616 0.00911157 0.00779562 0.00677577 0.00362311 0.00315266 0.00250342
internal_count=3121 3020 2543 2486 2241 1925 1690 1414 1155 981 895 762 670 636 355 281 174
is_linear=0
shrinkage=0.00154607


Tree=2241
num_leaves=12
num_cat=0
split_feature=41 3 457 160 42 2 4 2 16 13 2
split_gain=6.27514e-05 7.87335e-05 9.36027e-05 9.90604e-05 0.000105758 0.000132199 0.000204972 0.000116543 0.000202973 0.000103744 5.37633e-05
threshold=0.078475000000000017 -0.12018999999999998 -0.0029299999999999994 -0.080719999999999986 -0.0060199999999999993 0.11411 0.076415000000000025 0.098035000000000011 -0.083539999999999989 -0.055129999999999992 0.095545000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -3 -4 -5 6 7 8 -6 -10 -1
right_child=-2 2 3 4 5 -7 -8 -9 9 -11 -12
leaf_value=0.0026222544212448988 -0.0017478020437108328 -0.0021861848051534789 -0.0014990794135062819 -0.0012711743828841429 0.0019909008097003431 -0.0010572576310341002 0.0036365509685203977 0.0024104878620017488 -0.0032137373125384486 5.1790294472857649e-05 0.00035477201336610591
leaf_weight=0.0010088029745437812 0.0010476983244235008 0.0010758121001371189 0.0018084372644642252 0.0017291965924155226 0.0013678999513802052 0.0017344735526783062 0.0014530685820722117 0.0012453637784654026 0.0010817244185612439 0.0010085471111699511 0.0012637423382683144
leaf_count=109 148 243 499 681 229 261 130 130 393 161 137
internal_value=0 0.000107204 -0.000120717 7.37103e-05 0.000369366 0.000728863 0.00123206 0.000489237 -0.000202648 -0.00163813 0.00136133
internal_weight=0 0.0147771 0.0125045 0.0114287 0.00962027 0.00789108 0.0061566 0.00470354 0.00345817 0.00209027 0.00227255
internal_count=3121 2973 2727 2484 1985 1304 1043 913 783 554 246
is_linear=0
shrinkage=0.00732449


Tree=2242
num_leaves=13
num_cat=0
split_feature=2 47 52 12 2 16 1 48 3 13 15 1
split_gain=6.43304e-05 0.000109214 0.00011693 0.000138699 0.000111002 0.000175723 0.000133171 0.000168431 0.000109428 9.04917e-05 0.000138424 4.4635e-05
threshold=0.14122000000000004 0.13148500000000005 0.11434500000000002 0.097825000000000009 0.088850000000000012 -0.088394999999999987 0.11181500000000001 0.093675000000000022 -0.078934999999999991 -0.08971999999999998 -1.0000000180025095e-35 0.090405000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 9 -7 -6 -11 -5
right_child=-2 -3 -4 11 6 8 -8 -9 -10 10 -12 -13
leaf_value=-0.0039422177768879503 0.0018744692025692738 -0.0026740002254181986 -0.0021091751537527801 0.0007787932337712908 0.0023423324290932101 -0.0020904463847105145 -0.0016364268386444972 0.0038871623703597737 0.0012144058397695135 0.00139702068743726 -0.0021903668721457016 0.0030000259363947186
leaf_weight=0.0010576734123674165 0.0010564543855510712 0.0010046948377156481 0.0014316101551752796 0.0010066886738420164 0.0010328491537605622 0.00105279511720862 0.0013933310162222746 0.0010906527732166826 0.0015673044336230509 0.0013375443774631245 0.0013671752612966354 0.0013068427403818417
leaf_count=334 178 44 441 221 80 721 111 106 210 310 232 133
internal_value=0 -0.000151262 3.44974e-05 0.000285782 -0.00012267 -0.00121461 0.000522811 0.00114593 -0.000113533 0.00034601 -0.000416323 0.0020335
internal_weight=0 0.0146492 0.0136445 0.0122129 0.00989933 0.00367777 0.00622155 0.00482822 0.0026201 0.00373757 0.00270472 0.00231353
internal_count=3121 2943 2899 2458 2104 1265 839 728 931 622 542 354
is_linear=0
shrinkage=0.00792826


Tree=2243
num_leaves=12
num_cat=0
split_feature=11 0 2 1 13 52 12 0 15 15 52
split_gain=5.93688e-05 8.38025e-05 0.00014047 0.000107552 0.000196426 0.000152839 0.000143826 0.000142553 0.00013517 0.000132108 0.000149074
threshold=0.079915000000000014 -0.0058249999999999994 0.10672500000000001 1.0000000180025095e-35 -0.0025349999999999995 -0.013374999999999998 0.088305000000000008 -0.099059999999999995 0.083935000000000023 -0.11713499999999999 -0.066844999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 8 5 -5 -7 9 -1 -6 -11
right_child=-2 2 -4 4 7 6 -8 -9 -10 10 -12
leaf_value=-0.0031855437043771901 -0.0013213805507084494 -7.4382832224456565e-05 0.0030770570927157472 0.0034071979446783367 -0.0020532226247425905 -0.00147048798621713 0.0021302661498707907 -0.0024401809208149288 0.00028207689168129789 -0.00084497452894284457 0.002135067668492295
leaf_weight=0.0011208420156414546 0.0014913046038755309 0.0016721878445138819 0.0011284885292924263 0.0012645475854500959 0.0010682996792398466 0.0010316115936222642 0.001083454458562505 0.0014722160286454664 0.0010254577446274261 0.0014956149480120917 0.0017185336040332899
leaf_count=845 199 167 75 260 67 233 264 174 682 67 88
internal_value=0 0.000126831 0.00119544 -0.000138477 0.000188207 0.00150894 0.000374019 -0.000587437 -0.00152879 4.94978e-05 0.000748388
internal_weight=0 0.0140813 0.00280068 0.0112806 0.00913428 0.00337961 0.00211507 0.00575466 0.0021463 0.00428245 0.00321415
internal_count=3121 2922 242 2680 1153 757 497 396 1527 222 155
is_linear=0
shrinkage=0.00690203


Tree=2244
num_leaves=12
num_cat=0
split_feature=1 123 50 484 42 3 0 15 4 2 42
split_gain=6.17612e-05 0.000129929 0.000157798 0.000127014 0.000133864 0.000115738 0.000123801 0.000177016 0.000130324 0.000139725 6.60295e-05
threshold=0.14000500000000002 1.0000000180025095e-35 0.088425000000000017 0.084040000000000017 -1.0000000180025095e-35 -0.10831999999999999 -0.053834999999999994 -0.095869999999999983 0.0052350000000000009 0.10060500000000001 0.08511500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 10 7 -7 -9 -10 -6
right_child=-2 -3 -4 -5 5 6 -8 8 9 -11 -12
leaf_value=-0.0027532881295630959 0.0016230222013833375 0.0021372783459967424 -0.002627946542981284 0.0018104211183011408 0.0027190828820969244 -0.0018789635848330151 -0.0025852541766286296 -0.00071520498736793415 0.0037396605979600943 6.9686713947162765e-05 0.00019817036772553766
leaf_weight=0.0010837063156527915 0.0011072580707434743 0.0011876952579456717 0.0013930371065055099 0.0015972720140760436 0.0010016534074164252 0.0018904674436639487 0.0012458925192487457 0.0016334518330647714 0.0011139869802386211 0.001029118921626342 0.0011519027618143995
leaf_count=636 124 236 518 270 138 169 155 582 108 101 84
internal_value=0 -0.000137228 -0.000342808 -7.18318e-05 -0.000368031 -8.29231e-05 -0.000535761 -8.51811e-05 0.00081275 0.00197734 0.00137069
internal_weight=0 0.0143282 0.0131405 0.0117475 0.0101502 0.00906647 0.00691292 0.00566703 0.00377656 0.00214311 0.00215356
internal_count=3121 2997 2761 2243 1973 1337 1115 960 791 209 222
is_linear=0
shrinkage=0.00718087


Tree=2245
num_leaves=17
num_cat=0
split_feature=1213 14 11 453 4 160 160 50 0 12 4 1 13 4 0 1
split_gain=0.000489244 0.000276915 0.000256074 0.000193771 0.000418773 0.000177818 0.000350235 0.00015129 0.000148547 0.000190935 0.000208491 0.000277758 0.000298371 0.000191901 0.000316728 9.88668e-05
threshold=-1.0000000180025095e-35 0.054835000000000009 0.088215000000000002 1.0000000180025095e-35 0.27287000000000006 -0.091944999999999985 -0.078564999999999982 0.088280000000000011 0.18019500000000002 -0.029094999999999999 -0.27825499999999997 0.13021500000000003 -0.099939999999999987 -0.082109999999999975 -0.10151999999999999 0.094465000000000007
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 -7 8 9 -8 -11 12 -12 -14 15 -15
right_child=1 -3 -4 -5 -6 6 7 -9 -10 10 11 -13 13 14 -16 -17
leaf_value=-0.0010176821822783172 -0.00044241728493016639 -0.0007350736013354126 -0.00063295932603432161 -0.00052303598118165376 0.00083668701418522864 0.0010118580725459272 -0.00057554422035502328 0.00055937209681918357 0.00055644123713898669 -0.00052394832559632984 0.00073804734404876206 0.00088639085230340562 0.00048413736858604422 -0.00032935743495095558 -0.00093141153169321565 0.00021267284884536565
leaf_weight=0.0010893256078352417 0.0013999050359055467 0.001031118798246188 0.0011128025124591536 0.0010226032682497102 0.0019903435969690136 0.0010111804848606668 0.0014101538306420794 0.0013365347982175696 0.001077836478321271 0.0013520399041571096 0.0011454998903739355 0.001018573719454352 0.0010007559880326894 0.0013829472376341023 0.0012361549699633958 0.0019226818668016676
leaf_count=491 338 96 98 79 289 188 162 268 19 84 54 33 203 66 615 38
internal_value=0 4.5678e-05 8.71325e-05 0.000130903 0.000169592 8.27786e-05 0.000135694 6.69251e-05 9.92392e-06 -4.63438e-05 3.60364e-05 0.00013428 1.97346e-05 -0.000128722 -0.000263762 -1.40916e-05
internal_weight=0 0.0204511 0.01942 0.0183072 0.0172846 0.0152943 0.0138944 0.0128832 0.0115466 0.0104688 0.00905865 0.00770661 0.00668804 0.00554254 0.00454178 0.00330563
internal_count=3121 2630 2534 2436 2357 2068 1730 1542 1274 1255 1093 1009 976 922 719 104
is_linear=0
shrinkage=0.00154607


Tree=2246
num_leaves=12
num_cat=0
split_feature=2 3 2 49 4 0 3 16 42 0 3
split_gain=5.30036e-05 9.33542e-05 0.000128423 0.000143923 0.000115537 0.000111025 0.000165022 0.000109275 9.75036e-05 9.85055e-05 8.93614e-05
threshold=0.12358500000000001 0.13524500000000003 0.11215000000000001 0.0043850000000000009 -0.10429499999999998 -0.077809999999999976 0.090900000000000009 0.25084500000000004 0.08623500000000002 -0.10607499999999999 0.12745000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 8 -7 9 -6 -2
right_child=10 -3 -4 -5 5 7 -8 -9 -10 -11 -12
leaf_value=-0.0019901936970364398 0.00254210875884697 0.001616429905753856 -0.0024136621493370245 0.0025017785596006389 -0.00071767566688107616 0.0030138712489485475 0.002016545029279765 -0.00027587392442628389 0.00026953422149263883 -0.0035502117209514684 -0.00040551927381916669
leaf_weight=0.0019288619511402391 0.0010826865955742742 0.001380004305593042 0.0014813565622845077 0.0010218134157571395 0.0013849486125262519 0.0011151269841341294 0.001064394853821149 0.0010533825042656972 0.0015081492864245198 0.0012560060369364609 0.0011252185967267625
leaf_count=258 205 88 197 477 112 369 55 84 504 662 110
internal_value=0 -0.000186232 -0.000396802 -0.000107653 -0.000394023 2.30446e-05 -0.000556274 0.00141583 -0.00121629 -0.0020648 0.0010399
internal_weight=0 0.013194 0.011814 0.0103327 0.00931087 0.00738201 0.0052135 0.00216851 0.0041491 0.00264095 0.00220791
internal_count=3121 2806 2718 2521 2044 1786 1333 453 1278 774 315
is_linear=0
shrinkage=0.00732449


Tree=2247
num_leaves=13
num_cat=0
split_feature=133 3 48 51 3 1 43 12 4 52 43 3
split_gain=5.52013e-05 0.000121541 0.000117307 0.000159431 0.000129665 0.000110282 0.000166841 0.000109812 0.000126735 0.000133235 0.000157617 1.7393e-05
threshold=0.10622000000000002 0.16158000000000003 0.11951500000000001 0.087505000000000013 -0.15121499999999996 0.111945 -0.076124999999999984 0.092355000000000007 -1.0000000180025095e-35 -0.085984999999999992 -0.0037449999999999996 0.0068900000000000012
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=0.0031322516348611306 -0.0017625546542298989 0.0025064848944853172 -0.002635605776866477 -0.0021383611549620849 -0.0012560324614088265 -0.00041402717953150118 0.0038718073240287098 -0.0025112084248597897 -0.0018648908011193255 -0.00015266649309341766 0.0039766317382819777 -0.00049332119680092898
leaf_weight=0.0010481407141471446 0.0010523619085050862 0.0012251184947040814 0.0010582833596703986 0.0016895451311275339 0.0010275955605438597 0.0011573924948497759 0.0011267663998521596 0.0011804218934941572 0.0013305855774902904 0.0010354822780856083 0.0013239444591024137 0.0010318270545965902
leaf_count=159 435 149 77 313 258 117 101 360 288 576 226 62
internal_value=0 0.000119177 -0.00010563 0.000118391 0.000489939 0.000189362 0.00170016 -0.000308613 0.000143604 0.00112667 0.00216441 -0.00126583
internal_weight=0 0.0142351 0.01301 0.0119517 0.0102622 0.00921402 0.00228416 0.00692986 0.00574943 0.00338702 0.00235943 0.00236241
internal_count=3121 2686 2537 2460 2147 1988 218 1770 1410 1060 802 350
is_linear=0
shrinkage=0.00792826


Tree=2248
num_leaves=12
num_cat=0
split_feature=11 43 48 12 16 13 1 15 151 4 0
split_gain=5.5076e-05 7.58811e-05 0.000149999 9.72083e-05 0.000112182 6.44443e-05 0.000150185 0.000133939 0.000125144 0.000140854 0.000193014
threshold=0.081790000000000015 -0.052894999999999991 0.087310000000000013 0.051320000000000005 -0.078844999999999985 -0.095304999999999987 0.083345000000000016 1.0000000180025095e-35 -0.044604999999999992 0.0061450000000000003 -0.15350499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -3 8 -7 -10 -11
right_child=-2 5 -4 4 -6 7 -8 -9 9 10 -12
leaf_value=0.0017325235725525953 -0.0016914955435107357 -0.00092448898690322212 0.0036831071375773112 0.00099100070029395186 -0.0023883936723905937 -0.0026781928534703159 0.0027667961045196418 -0.0034035751665191633 -0.0014323557370640506 0.0042812310002503014 -0.00060062369394442287
leaf_weight=0.0016979074827347127 0.0011737106992349153 0.0017026486700658528 0.0010194083798461887 0.0012395116379450271 0.0013335035484078449 0.0010617013881764129 0.0012500188586055949 0.0010761843624357247 0.00148067268157146 0.0010499346876495785 0.0010687635649614456
leaf_count=200 175 115 229 290 668 112 174 722 211 48 177
internal_value=0 0.000132335 0.000895914 0.00023065 -0.000760421 -0.000332524 0.000638225 -0.000832118 -0.000238401 0.000481261 0.00181861
internal_weight=0 0.0139803 0.00529033 0.00427092 0.00257302 0.00868992 0.00295267 0.00573726 0.00466107 0.00359937 0.0021187
internal_count=3121 2946 1387 1158 958 1559 289 1270 548 436 225
is_linear=0
shrinkage=0.00808683


Tree=2249
num_leaves=16
num_cat=0
split_feature=14 147 11 3 2 124 40 42 0 160 1 15 0 0 3
split_gain=0.00029536 0.000172476 0.000177252 0.000152066 0.00036755 0.00016723 0.000159541 0.000182465 0.000217696 0.000167103 0.000254229 0.000333924 0.000293286 0.000172409 0.000105477
threshold=0.057600000000000005 1.0000000180025095e-35 0.087830000000000005 -0.12018999999999998 0.10855000000000002 -0.043384999999999993 -0.063404999999999989 -0.092814999999999981 -0.053834999999999994 -0.030779999999999998 0.094465000000000007 0.090455000000000021 -0.20211999999999997 -0.14116499999999996 -0.011549999999999998
decision_type=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 -9 11 13 -12 -11 -14
right_child=-2 -3 -4 5 -6 6 7 8 -10 10 12 -13 14 -15 -16
leaf_value=-0.00012167350472406362 -0.00088901858420441422 0.00058752358552536122 -0.00065413362485817377 0.00049553550835415734 0.0011620834439313625 -0.00069589009187421712 0.00056162234692914113 -0.00048956277296245817 -0.00062698592239055276 -8.2104640556393814e-05 -0.00019304130768431886 0.00058577312604293167 0.00044685877963807644 -0.00092043303920655111 0.0011967560364141254
leaf_weight=0.0014835452513386428 0.0010013446073826584 0.001363102001410931 0.0011059478541817205 0.0014029301599380603 0.0010084468356965637 0.0011090395802285562 0.0011985612405804565 0.0015590140128039689 0.0018360293997889436 0.0013195969151014175 0.0012256339502734193 0.0010673592345778055 0.0010030625251555847 0.001321892902301499 0.0010166495306429546
leaf_count=107 107 167 105 227 43 93 195 550 226 43 38 253 102 790 75
internal_value=0 2.52072e-05 -1.82013e-05 2.42901e-05 0.000397831 -4.19172e-05 -0.00010149 -4.44049e-05 -0.00011459 -4.08225e-06 0.000104754 -0.000188692 0.00044011 -0.000501633 0.00082433
internal_weight=0 0.0190208 0.0176577 0.0165518 0.00249199 0.0140598 0.0126568 0.0115478 0.0103492 0.00851321 0.0069542 0.00370885 0.00324535 0.00264149 0.00201971
internal_count=3121 3014 2847 2742 150 2592 2365 2272 2077 1851 1301 1086 215 833 177
is_linear=0
shrinkage=0.0016407


Tree=2250
num_leaves=11
num_cat=0
split_feature=147 11 4 2 52 1 2 3 2 3
split_gain=5.15934e-05 9.96366e-05 8.3009e-05 0.000154658 0.00021729 0.000123986 9.3884e-05 0.000101422 9.34177e-05 6.37862e-05
threshold=0.087350000000000025 1.0000000180025095e-35 -0.083854999999999985 0.11093500000000002 0.084735000000000019 1.0000000180025095e-35 0.116525 0.097915000000000016 1.0000000180025095e-35 -0.077774999999999983
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -4 7 8 9 -7
right_child=-2 -3 5 -5 -6 6 -8 -9 -10 -11
leaf_value=0.0023078203003939896 0.0020089962706830683 -0.0023467312260408661 -0.0025379172499873839 0.0043969490138714351 -0.0030523843300701995 -0.0023781211013367905 0.0026727474918846351 -0.0021166466744992696 0.0023569699281985055 0.00062597192193905235
leaf_weight=0.0016066911616329201 0.0010178328026779039 0.0015901804299788555 0.0018079862630865206 0.0010058011487421581 0.0010989275043033001 0.0010021655525684348 0.0011071995924635224 0.0017944191061377568 0.001520536028206787 0.001558181215360754
leaf_count=240 146 235 1243 54 214 308 190 89 133 269
internal_value=0 -0.00015662 0.000121951 0.00128686 0.000130693 -0.000369882 0.00019149 -0.000276103 0.000533209 -0.000549884
internal_weight=0 0.0140921 0.0125019 0.00371142 0.00270562 0.00879049 0.0069825 0.0058753 0.00408088 0.00256035
internal_count=3121 2975 2740 508 454 2232 989 799 710 577
is_linear=0
shrinkage=0.00928922


Tree=2251
num_leaves=11
num_cat=0
split_feature=1 14 1 42 43 16 0 2 151 4
split_gain=4.96024e-05 0.00010954 7.77568e-05 0.000129209 8.26662e-05 9.79567e-05 0.000131531 0.000140693 0.000249824 0.000117171
threshold=0.14000500000000002 -1.0000000180025095e-35 0.12408500000000001 0.091735000000000025 -0.17390999999999998 0.071345000000000006 -0.071924999999999989 0.089885000000000007 -0.0083949999999999979 -0.0016099999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 9 -9 -6
right_child=-2 2 -4 -5 5 -7 -8 8 -10 -11
leaf_value=-0.0023151571437087775 0.0016587074279756282 0.0021443344932509613 0.002258978677086995 -0.0023903536390167046 0.00012095570556910993 -0.0016201310311131283 0.0029473886573413901 -0.0017394235243259608 0.0029735308595566137 -0.0032762809340075058
leaf_weight=0.0013633199755040829 0.0010830205368196249 0.001286473044743333 0.0010023091359017732 0.0014019971221040485 0.0014449964614428367 0.0020082101789807346 0.0011186609281404513 0.001221919731780062 0.0018478511773096038 0.0012283047822926503
leaf_count=122 124 140 128 561 874 364 145 142 321 200
internal_value=0 -0.000137996 9.83092e-05 -8.90572e-05 0.000228615 -4.92359e-05 0.000410515 -8.36285e-05 0.00109754 -0.00143998
internal_weight=0 0.013924 0.0125607 0.0115584 0.0101564 0.00886994 0.00686173 0.00574307 0.00306977 0.0026733
internal_count=3121 2997 2875 2747 2186 2046 1682 1537 463 1074
is_linear=0
shrinkage=0.00808683


Tree=2252
num_leaves=17
num_cat=0
split_feature=1213 14 402 52 157 1 123 48 160 12 1 16 160 15 3 3
split_gain=0.000387447 0.000299238 0.000212935 0.000282539 0.000249289 0.000211018 0.000248341 0.000343713 0.000313856 0.000222061 0.000231561 0.000230468 0.000171475 0.000156836 0.000122258 0.000154014
threshold=-1.0000000180025095e-35 0.054835000000000009 0.073745000000000019 -0.40306999999999998 -0.073574999999999988 0.14000500000000002 1.0000000180025095e-35 0.11951500000000001 -1.0000000180025095e-35 0.11650500000000001 0.10089500000000001 -0.45661999999999997 0.092865000000000017 0.088345000000000021 -0.10831999999999999 0.076840000000000006
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 7 8 -6 10 12 -12 13 14 -10 -16
right_child=1 -3 -4 4 5 -7 -8 -9 9 -11 11 -13 -14 -15 15 -17
leaf_value=-0.00097028648508290722 -0.00074287799800297147 -0.00080936285692528734 0.00077865464242506924 0.00071193754372136985 -0.00062990210079825451 0.00066134420656950577 0.00070516116968790267 -0.00098353940273130823 0.00043090674991152117 -0.00060947474696310046 2.9369378403200392e-05 0.00099011777778524961 -0.00058168759917630243 0.00064580433299127056 -0.00056150816814058593 0.00020465062280230228
leaf_weight=0.0010331685384866547 0.001106353085685091 0.0010169330306900584 0.0010836835836748873 0.0015448794323654888 0.0017867752290071414 0.0012658101948343327 0.0011066836933789634 0.0010223841963576128 0.0010975837002711319 0.0010121443882931134 0.0011200990996953278 0.0015263533116033068 0.001038901734693079 0.0011917908348935413 0.0014581507306586361 0.0012702286504640004
leaf_count=491 285 96 247 281 452 88 197 54 44 52 60 106 115 231 288 34
internal_value=0 4.03069e-05 8.66823e-05 4.39496e-05 9.68945e-05 3.31116e-05 -2.52273e-05 -8.97659e-05 -1.03208e-05 0.000103629 0.000186561 0.000583485 1.31249e-05 0.000136278 -2.24399e-05 -0.000204814
internal_weight=0 0.0196488 0.0186318 0.0175481 0.0164418 0.0148969 0.0136311 0.0125244 0.011502 0.00971525 0.00870311 0.00264645 0.00605666 0.00501775 0.00382596 0.00272838
internal_count=3121 2630 2534 2287 2002 1721 1633 1436 1382 930 878 166 712 597 366 322
is_linear=0
shrinkage=0.00160853


Tree=2253
num_leaves=12
num_cat=0
split_feature=4 4 376 3 15 42 42 43 16 48 16
split_gain=5.86882e-05 9.84715e-05 0.000105871 8.69146e-05 0.000128289 7.55999e-05 7.49599e-05 0.00010663 0.000124508 0.000171073 0.000111402
threshold=0.24564500000000003 0.098655000000000007 0.048375000000000008 -0.10519499999999998 -0.14601999999999996 0.088915000000000008 0.084535000000000013 -0.096754999999999994 0.22339500000000004 0.085845000000000019 -0.013324999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -2 -5 6 7 -1 9 10 -9
right_child=3 -3 -4 4 -6 -7 -8 8 -10 -11 -12
leaf_value=-0.0028151263270297503 0.0029044839350671025 -0.0023297890640585064 0.0023687607225296582 0.0020975154799057795 -0.0021063242798022553 -0.0020451919840141228 0.0021747712490098633 0.00063243849294176405 -0.002472007214536452 -0.0013527449084659675 0.0039791071387380115
leaf_weight=0.0010040185407514252 0.0011111097613849125 0.0014562047066813836 0.0011891472221345631 0.001022011572666735 0.0010335378757709837 0.0014738129479878641 0.0010070886787550328 0.0017374082126695202 0.0010403391825258169 0.0017251476197174126 0.0011838290573999285
leaf_count=241 93 121 110 214 119 700 400 523 197 197 206
internal_value=0 -0.00028115 6.78511e-06 0.00100861 -1.61907e-05 -0.000299456 3.47792e-05 -0.000287332 0.000158962 0.000748044 0.00198867
internal_weight=0 0.011817 0.0103608 0.00316666 0.00205555 0.00917164 0.00769783 0.00669074 0.00568672 0.00464638 0.00292124
internal_count=3121 2695 2574 426 333 2464 1764 1364 1123 926 729
is_linear=0
shrinkage=0.00841354


Tree=2254
num_leaves=19
num_cat=0
split_feature=14 1213 1374 457 11 132 13 52 39 4 49 42 42 151 160 4 52 4
split_gain=0.000514785 0.000465116 0.000364247 0.000320688 0.000363454 0.000253707 0.000461032 0.000394737 0.000319787 0.000288503 0.00022597 0.000217307 0.000187819 0.000265967 0.000260877 0.000274334 0.000314449 7.8303e-05
threshold=0.076175000000000007 -1.0000000180025095e-35 -0.094929999999999987 0.080930000000000016 0.088215000000000002 0.081240000000000021 -0.084034999999999985 0.10160000000000001 0.090190000000000006 -0.077679999999999985 -0.081919999999999979 0.088060000000000013 -1.0000000180025095e-35 -0.0077149999999999988 -1.0000000180025095e-35 0.076415000000000025 -1.0000000180025095e-35 -0.14098499999999997
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 7 9 12 -4 -5 -11 -8 -14 -15 16 -16 -18
right_child=-2 2 3 10 -6 -7 8 -9 -10 11 -12 -13 13 14 15 -17 17 -19
leaf_value=-0.00091915414541776555 -0.0010481996025074754 -0.00082841968498297328 0.0012224399506434217 0.00011022640741379232 -0.00080178459030365171 0.00071230542696770532 -0.0008953459320782454 -0.00029845428550474319 0.00050224564373117797 -3.3745659469107479e-05 0.0010709502563252952 0.00087539431893397649 -0.00082285928815179648 -0.00055400570963468185 -0.00080406788622453592 0.00074789196965696549 0.0004823827432859096 -9.4342160987150706e-05
leaf_weight=0.0012057310520791819 0.0011439892387165021 0.0010327583587477198 0.0014939105316881252 0.0010594780347281674 0.0011425287660831165 0.0016123556714814002 0.0010099228484030985 0.001407725716854033 0.0016425164554227907 0.0015216856436352294 0.0014314721486740614 0.0011464314043579116 0.0013081993359626027 0.0018139156650134958 0.0010585389293156179 0.0013589766627966071 0.0013337672153849135 0.0010435109038135068
leaf_count=477 101 53 69 65 96 213 433 117 141 282 136 93 109 310 187 43 21 175
internal_value=0 3.49755e-05 8.62932e-05 0.000130468 6.0349e-05 0.000115838 5.62489e-05 0.000423413 -0.000137236 0.00066757 0.000662325 0.000356892 -0.000254899 -0.000173201 -4.46002e-05 0.000148113 -8.91194e-05 0.000229228
internal_weight=0 0.0236234 0.0224177 0.0213849 0.018894 0.0177515 0.0161391 0.00556975 0.0105693 0.00416203 0.00249095 0.00266812 0.00892683 0.00791691 0.00660871 0.00479479 0.00343582 0.00237728
internal_count=3121 3020 2543 2490 2289 2193 1980 561 1419 444 201 375 1278 845 736 426 383 196
is_linear=0
shrinkage=0.00157699


Tree=2255
num_leaves=17
num_cat=0
split_feature=14 453 16 13 484 3 2 3 150 0 0 42 12 13 16 12
split_gain=0.000280089 0.000201363 0.000252383 0.000153769 0.000223958 0.000185046 0.000213557 0.000245925 0.000192416 0.000157085 0.000156056 0.000205389 0.000144188 0.00019463 0.000138423 9.17733e-05
threshold=0.062655000000000016 1.0000000180025095e-35 -0.5048999999999999 -0.49353499999999995 -1.0000000180025095e-35 0.13524500000000003 0.11747 0.097915000000000016 0.088380000000000014 -0.11991499999999998 -0.084269999999999984 0.091735000000000025 0.088615000000000013 -0.0087749999999999981 0.054560000000000004 0.085700000000000012
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 8 9 -6 15 12 13 -12 -14 -11
right_child=-2 -3 3 4 5 -7 -8 -9 -10 10 11 -13 14 -15 -16 -17
leaf_value=0.00057606348258008064 -0.00076326899285388558 -0.00060704630723618113 -0.00053091633269933779 -0.0006073334865863431 0.00059387809879876295 0.00051979611012561305 0.00061775569536306064 -0.00055807000195534661 -0.00055675413417906382 -0.00062838139956875266 0.0010383979136651344 -0.00035766768564725256 -0.00034722858502427451 0.00015645309884865542 0.00042502975985996829 6.9011734381852619e-06
leaf_weight=0.0019368691602295205 0.0010258305842630868 0.0010292748567338186 0.0010869251962111149 0.001076921760181186 0.0013465648238513142 0.001960277388803445 0.0012316457953918678 0.0016839395130716648 0.0010144657457323856 0.0010078113589812162 0.0010883321966854292 0.0012500458394917174 0.0010129563211263883 0.0011224484818670617 0.0010375405358031067 0.001000830161744461
leaf_count=180 104 79 53 475 93 97 189 55 148 232 146 282 315 175 148 350
internal_value=0 3.29999e-05 6.79346e-05 9.77038e-06 4.68863e-05 9.46298e-05 2.94996e-05 -3.31487e-05 5.63095e-05 0.000126453 4.27537e-05 0.000171989 0.000327364 0.000590621 4.353e-05 -0.000311844
internal_weight=0 0.0198868 0.0188576 0.0169207 0.0158338 0.0147569 0.0127966 0.0115649 0.009881 0.00886653 0.00751996 0.00551132 0.00426128 0.00221078 0.0020505 0.00200864
internal_count=3121 3017 2938 2758 2705 2230 2133 1944 1889 1741 1648 1066 784 321 463 582
is_linear=0
shrinkage=0.00148603


Tree=2256
num_leaves=17
num_cat=0
split_feature=14 124 123 4 0 157 16 4 1 3 13 1 2 13 3 15
split_gain=0.000323672 0.000182209 0.000314927 0.000308394 0.000237043 0.000275352 0.000305401 0.00019179 0.000392593 0.000285989 0.000190868 0.000184606 0.000210696 0.000134234 0.000259666 0.000185739
threshold=0.062655000000000016 0.093335000000000015 1.0000000180025095e-35 -0.49405499999999997 0.056435000000000006 -0.08107499999999998 -0.056919999999999991 -0.083854999999999985 0.083135000000000014 -0.10519499999999998 -0.094514999999999988 0.11212500000000002 0.090675000000000019 -0.013304999999999999 -0.074479999999999977 -0.015744999999999999
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 -7 -9 -10 -11 12 -12 14 -8 -15
right_child=-2 -3 -4 4 -6 6 13 8 9 10 11 -13 -14 15 -16 -17
leaf_value=-0.00079200937391266243 -0.00083953365846159108 0.00066354869654370696 0.00069411236300554954 0.00063759491775326001 0.00056073406687502203 0.0006644548197112072 -0.00070070385134199452 -0.00084626247947569772 0.00074113067886622474 0.00050719886359690204 -0.00039939388186871261 -0.00070628880972526233 0.00040867486050134437 -0.00099739328777212932 0.00030020423443007441 -0.00016946558465413041
leaf_weight=0.0012110441864466399 0.0010243781962105949 0.0010032782437202339 0.0013956788774799984 0.0012010026595408391 0.0015698548415442248 0.0010326473005864952 0.0011045251023252406 0.0011546114890263774 0.0013256710728688503 0.0011243313064515648 0.0014841994720033724 0.0011722840206612739 0.0014811454652559064 0.0015250325504580307 0.0012921661505647802 0.0010519894760155938
leaf_count=140 104 54 230 260 97 244 421 609 63 108 217 67 53 160 184 110
internal_value=0 3.38974e-05 8.68611e-07 -5.37009e-05 4.24566e-07 -5.84134e-05 -0.000119213 5.08672e-05 -3.09721e-05 0.000111923 -4.65957e-05 -0.00019708 4.22437e-06 -0.000419277 -0.000161068 -0.000659417
internal_weight=0 0.0201295 0.0191262 0.0177305 0.0165195 0.0149496 0.0137486 0.00877489 0.00774224 0.00658763 0.00526196 0.00413763 0.00296534 0.00497371 0.00239669 0.00257702
internal_count=3121 3017 2963 2733 2593 2496 2236 1361 1117 508 445 337 270 875 605 270
is_linear=0
shrinkage=0.00151575


Tree=2257
num_leaves=16
num_cat=0
split_feature=14 124 123 4 47 14 484 0 2 1 151 3 42 3 12
split_gain=0.000363568 0.000174342 0.000306608 0.000275657 0.000303458 0.000259027 0.000259897 0.000195502 0.000319252 0.000208592 0.000181665 0.000166597 0.000224784 0.000160195 0.000150535
threshold=0.062655000000000016 0.10093000000000002 1.0000000180025095e-35 -0.49405499999999997 0.13148500000000005 -0.10708499999999999 0.084040000000000017 -0.10607499999999999 0.084515000000000021 0.099400000000000002 -0.0033899999999999994 -0.12018999999999998 0.083995000000000014 -1.0000000180025095e-35 0.088615000000000013
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 -7 -10 -11 -9 13 -13 -14
right_child=-2 -3 -4 4 -6 6 -8 11 9 10 -12 12 14 -15 -16
leaf_value=-0.00080859351383567521 -0.00094720997609226926 0.00069036329963414978 0.00073051993946281592 -0.00055590640262155274 -0.0008409898082025176 0.0010880771864225252 0.00075576711709692804 0.0003768444988847125 -0.00030873625281640848 -8.4974522721817982e-05 0.00082926058933591 -0.0010425299372771835 0.00053145299111898188 -0.00024775167424534634 -0.00024345349155797355
leaf_weight=0.0011739092452796645 0.0010203369844129498 0.0010044857542740862 0.0013849324112293017 0.0015939694177797845 0.0010409175523631844 0.0010259598285714527 0.001522202676882343 0.0013361576863149521 0.001888603186764426 0.0010285795813000931 0.0012406698292708462 0.0011460831034869013 0.0010905444785340689 0.0015350002965872694 0.0016006609700262107
leaf_count=140 104 45 233 100 52 46 282 102 128 63 59 753 385 57 572
internal_value=0 3.76217e-05 2.38612e-06 -5.61636e-05 -1.12802e-06 5.7121e-05 0.000129964 4.98614e-05 0.000284478 8.61876e-05 0.000414866 -0.000131433 -0.000257849 -0.000587496 7.05582e-05
internal_weight=0 0.0196127 0.0186082 0.0172233 0.0160493 0.0150084 0.0134145 0.0118923 0.00518381 0.00415785 0.00226925 0.00670845 0.00537229 0.00268108 0.00269121
internal_count=3121 3017 2972 2739 2599 2547 2447 2165 296 250 122 1869 1767 810 957
is_linear=0
shrinkage=0.00160853


Tree=2258
num_leaves=11
num_cat=0
split_feature=4 12 15 47 3 43 16 2 0 15
split_gain=4.98761e-05 0.000113608 0.000102505 0.000100396 0.000137495 0.000138619 0.000105899 9.00542e-05 7.45973e-05 0.000135451
threshold=0.24564500000000003 0.10645 -0.10203999999999998 0.085270000000000026 0.10732000000000001 -0.084004999999999982 -0.088159999999999988 0.090050000000000005 -0.11013499999999998 -0.14601999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -7 -4 9 -2
right_child=8 -3 3 -5 -6 6 -8 -9 -10 -11
leaf_value=-0.002875234418644056 0.0024692158127868915 -0.0034076612075869574 0.0024432887710167626 0.0022350269500012645 0.0021950983207860699 -0.0005490915642055984 -0.0038563839634069346 -0.0011607192334186322 0.0030427278183780739 -0.0024541010848930849
leaf_weight=0.0010582347791955196 0.0010278126820330857 0.0010058028253737946 0.0014467167306195512 0.0019826506796776994 0.0017565887774624311 0.0019455573727863128 0.0016896057419184302 0.0011723397998289371 0.0011401563392995093 0.001060489126781472
leaf_count=216 95 243 336 183 90 359 1099 169 228 103
internal_value=0 -0.00029799 -1.49822e-05 0.000287898 -0.000194011 -0.000865027 -0.0020863 0.000830066 0.00105454 -3.09611e-05
internal_weight=0 0.0120575 0.0110517 0.00999346 0.00801081 0.00625422 0.00363516 0.00261906 0.00322846 0.0020883
internal_count=3121 2695 2452 2236 2053 1963 1458 505 426 198
is_linear=0
shrinkage=0.00966451


Tree=2259
num_leaves=11
num_cat=0
split_feature=0 2 1 2 13 3 457 12 15 4
split_gain=4.98802e-05 0.00013843 0.000107554 0.000178338 0.000102229 0.000101498 0.000194688 0.000135419 0.00010599 4.88278e-05
threshold=0.041630000000000007 0.10672500000000001 0.085110000000000005 0.090050000000000005 -0.094514999999999988 0.12178000000000001 0.080930000000000016 -0.010834999999999999 -0.053579999999999996 0.09173000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -4 6 7 -6 9 -9
right_child=1 -3 4 -5 5 -7 -8 8 -10 -11
leaf_value=0.0003280022814144636 -0.00050405508940670903 0.0033217159300991169 0.0019126120704895389 -0.0036504675314827924 0.0018745732062543192 -0.0022683575246897577 0.003002952509641066 -0.0014227061483748193 -0.0029751086831542733 0.00081246107303937858
leaf_weight=0.0015447410380002198 0.0015588449179434897 0.0010253492118655894 0.0018332499560691365 0.0014088430507015791 0.0012106094575346721 0.0013042298793086715 0.0012999928198819122 0.0011972197382235381 0.0014321026223302457 0.0013711642147422598
leaf_count=927 165 87 211 728 185 58 115 160 400 85
internal_value=0 0.00101392 -0.00021942 -0.00156971 0.000193924 -0.00020923 0.000203231 -0.000495205 -0.00121234 -0.000229434
internal_weight=0 0.00258419 0.0126022 0.00295358 0.00964857 0.00781532 0.00651109 0.0052111 0.00400049 0.00256838
internal_count=3121 252 2869 1655 1214 1003 945 830 645 245
is_linear=0
shrinkage=0.00808683


Tree=2260
num_leaves=12
num_cat=0
split_feature=11 43 42 12 15 13 15 151 4 0 1
split_gain=5.6935e-05 6.67517e-05 0.000156397 0.000157722 8.69377e-05 6.91054e-05 0.000122064 9.94238e-05 0.000122178 0.000155605 9.67365e-05
threshold=0.081790000000000015 -0.052894999999999991 -0.095859999999999987 0.051320000000000005 0.040760000000000005 -0.095304999999999987 1.0000000180025095e-35 -0.044604999999999992 0.0061450000000000003 -0.15350499999999997 0.08844500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 10 7 -7 -9 -10 -3
right_child=-2 5 3 4 -6 6 -8 8 9 -11 -12
leaf_value=-0.0019989384644365431 -0.0017879912937505459 -0.00049283899923824141 0.0040086518964837425 -0.00063606564494274418 0.0023708539642716474 -0.002533097933944288 -0.0034506622031211659 -0.0014400862306549358 0.0040615333213207773 -0.00052234832819971757 0.0026443394848095774
leaf_weight=0.0010625671833104505 0.0011744751270125761 0.0017738950127092704 0.0013311168753943189 0.0017888137517138459 0.0010987046619463127 0.0010613472694221693 0.0010464475278311042 0.001495254019294472 0.0010206698472834397 0.0010777704881828575 0.0011448001441137223
leaf_count=148 175 127 251 674 314 112 722 211 48 177 162
internal_value=0 0.000141124 0.000885981 0.00161262 0.000508071 -0.000315216 -0.000854201 -0.000270519 0.000397702 0.00170723 0.000737657
internal_weight=0 0.0139014 0.0052812 0.00421864 0.00288752 0.00862018 0.00570149 0.00465504 0.00359369 0.00209844 0.0029187
internal_count=3121 2946 1387 1239 988 1559 1270 548 436 225 289
is_linear=0
shrinkage=0.00841354


Tree=2261
num_leaves=14
num_cat=0
split_feature=484 156 42 15 133 124 52 151 1 16 12 52 15
split_gain=5.00006e-05 6.55906e-05 8.41617e-05 0.000104958 0.00025812 0.000162024 0.000188534 0.00019238 0.000160749 0.000115721 8.41248e-05 8.03945e-05 7.5828e-05
threshold=-1.0000000180025095e-35 0.091255000000000017 0.10256000000000001 1.0000000180025095e-35 0.083950000000000011 -0.013479999999999999 -0.081429999999999989 -0.044604999999999992 0.095285000000000022 -0.101115 0.087535000000000016 0.084505000000000011 -0.026084999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 10 -2 12 -8 11 -10 -5 -9 -7
right_child=1 -3 -4 4 -6 6 7 8 9 -11 -12 -13 -14
leaf_value=-0.0016308626101093056 -0.0018270649436330254 -0.001789050452005149 -0.0018306091826448369 -0.0039654115922088179 0.0023404063784824712 0.0018770389872529282 -0.0025266896069157658 -0.0019256974792941032 0.0042909504924686353 0.00089277852896913618 -0.00079934019786997209 0.001152862757432754 0.0048268310337715014
leaf_weight=0.0010643879325655916 0.0011516002168137267 0.0010112572036416719 0.0010608059506363012 0.0010255275954097623 0.0010548474946049137 0.0011109903196757989 0.0010077022253908935 0.0010134713730441548 0.0012085935137123027 0.0012132139675717635 0.0010028679047522464 0.0010367604897918489 0.0010007805469341487
leaf_count=515 192 248 291 303 190 240 166 153 143 58 380 154 88
internal_value=0 0.000117129 0.000266707 0.000454833 -0.000778239 0.000889674 0.00130179 0.000541376 0.00123271 0.00258862 -0.00240006 -0.000368932 0.00327496
internal_weight=0 0.0138984 0.0128872 0.0118264 0.00308324 0.00874311 0.00759151 0.00547974 0.00447204 0.00242181 0.0020284 0.00205023 0.00211177
internal_count=3121 2606 2358 2067 873 1194 1002 674 508 201 683 307 328
is_linear=0
shrinkage=0.00777281


Tree=2262
num_leaves=12
num_cat=0
split_feature=52 52 2 52 1 42 42 13 52 16 0
split_gain=5.78484e-05 9.31154e-05 0.000107668 9.38296e-05 7.46028e-05 7.11985e-05 0.000144931 0.00012236 0.000157894 8.7503e-05 0.000217012
threshold=-0.28430999999999995 -0.081429999999999989 0.092120000000000021 -0.0064899999999999992 0.09697500000000002 0.091545000000000015 0.08623500000000002 -0.0039049999999999992 0.083680000000000018 -0.36241499999999999 -0.10096999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 6 7 8 -5 -9 -11
right_child=1 3 -4 5 -6 -7 -8 9 -10 10 -12
leaf_value=-0.001473529465209199 7.9685169530862513e-05 -0.0031460874401366846 0.0034201491969867025 -0.0037050142596918904 -0.00023830658789419001 -0.0013626837951504006 0.002966392840094513 -0.00106839188115391 0.00043757344397124206 0.0041871155053450062 -0.0001749297276075652
leaf_weight=0.001462402747309576 0.0013206669546389329 0.0010070661430824834 0.0010435837526784897 0.0010042558713283757 0.0011325938687958004 0.0014578459092294939 0.0012186206182606685 0.00104091487062297 0.0012450262170838819 0.0011448458800997763 0.0017308110272496978
leaf_count=344 267 300 160 308 138 486 307 121 308 56 326
internal_value=0 0.000154897 0.00155417 -0.000146346 -0.0016069 0.000207079 0.000516982 3.28802e-05 -0.001412 0.000862675 0.00156167
internal_weight=0 0.0133462 0.00236425 0.010982 0.00213966 0.00884232 0.00738447 0.00616585 0.00224928 0.00391657 0.00287566
internal_count=3121 2777 427 2350 438 1912 1426 1119 616 503 382
is_linear=0
shrinkage=0.00777281


Tree=2263
num_leaves=17
num_cat=0
split_feature=14 147 124 123 4 48 52 12 13 159 50 150 49 12 16 16
split_gain=0.000323184 0.000209496 0.000211165 0.000264586 0.000280128 0.000279654 0.000317396 0.000404116 0.00037074 0.000203642 0.00024542 0.000154928 0.000142655 0.00023316 0.000130085 0.000107597
threshold=0.062655000000000016 1.0000000180025095e-35 0.093335000000000015 1.0000000180025095e-35 -0.49405499999999997 0.12649500000000002 0.11434500000000002 -1.0000000180025095e-35 -0.23438999999999996 0.091530000000000014 0.088425000000000017 0.086845000000000019 -0.080089999999999981 0.092355000000000007 -0.046599999999999996 -0.15012499999999998
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 -6 -9 10 11 12 -10 14 15 -14
right_child=-2 -3 -4 -5 5 -7 -8 8 9 -11 -12 -13 13 -15 -16 -17
leaf_value=-0.0009021681963079217 -0.00093208093343971827 0.00064557229521126978 0.00072947979572620498 0.00066937732433872989 -0.00086684322302192835 -0.0007859575268985492 -0.00073613977674097083 0.0011475237201728386 0.00091096402015836088 -0.00060419158180003612 -0.00059344258754398754 -0.00022358562537816697 0.0006500821559535197 -0.00024615349732865784 0.0009451682414477545 -9.1757055888974298e-05
leaf_weight=0.001183539058548083 0.0010216359157076407 0.0014497482804023956 0.001005921583765417 0.0012892057633632345 0.0010845729588793976 0.0013340563697275274 0.0013984506251248372 0.0010541607985299342 0.001222735797013267 0.001021578187249521 0.0010018627818872104 0.0013677943027515793 0.0010770567987878916 0.00163622935369509 0.0012756053677746727 0.0011138322334298817
leaf_count=135 104 167 53 208 126 68 410 61 37 154 300 143 59 393 268 435
internal_value=0 3.34913e-05 -1.5625e-05 -5.95574e-05 -0.000119143 -5.56147e-05 1.78973e-05 0.000106842 0.000204888 0.000102622 0.000185664 0.000287124 0.000397558 0.000274534 0.000520305 0.000272936
internal_weight=0 0.0195164 0.0180666 0.0170607 0.0157715 0.0145879 0.0132539 0.0118554 0.0107709 0.00971669 0.00869512 0.00769325 0.00632546 0.00510272 0.00346649 0.00219089
internal_count=3121 3017 2850 2797 2589 2454 2386 1976 1850 1789 1635 1335 1192 1155 762 494
is_linear=0
shrinkage=0.00167351


Tree=2264
num_leaves=17
num_cat=0
split_feature=14 1213 124 4 484 52 15 160 0 2 160 2 0 42 157 2
split_gain=0.000462225 0.000399619 0.000344735 0.000327185 0.00033264 0.000356731 0.000406197 0.000355104 0.000200249 0.000353029 0.000186311 0.000238512 0.000229081 0.000281933 9.64845e-05 3.00022e-05
threshold=0.076175000000000007 -1.0000000180025095e-35 0.11040000000000001 -0.49405499999999997 0.084040000000000017 -0.24164999999999998 -0.095869999999999983 -1.0000000180025095e-35 -0.20211999999999997 0.096540000000000015 0.092865000000000017 0.10855000000000002 -0.047369999999999995 0.081660000000000024 -0.019454999999999997 -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 -3 5 -5 8 -8 -7 15 11 12 13 -9 -6 -10
right_child=-2 2 -4 4 14 6 7 10 9 -11 -12 -13 -14 -15 -16 -17
leaf_value=-0.00091849876854901698 -0.0010368713997045407 -0.00061008758954059889 0.00096199052983860064 -0.00074618103014558899 0.0010260750799869331 -0.00073999105344272069 -0.00057132864260536385 9.3585966561424898e-05 -0.00028476410550123022 0.00052491104949356471 -6.1330897985364884e-05 2.3570733389983721e-05 0.001336831216338719 0.00093031386235069649 0.00035222972839394761 -0.00065920281710158356
leaf_weight=0.0010070597406566925 0.0010116253209389572 0.0017214130442207804 0.0010051884392475721 0.0013302353522782343 0.0010021301220531909 0.0014979752083306153 0.0010473354336584589 0.0019406328774459435 0.0010023677321957317 0.0014321144718096035 0.0017802252413052916 0.0018159924468711397 0.0010070508159527591 0.0019098932869521801 0.0010299162668156161 0.0010445081492418207
leaf_count=477 101 153 30 221 158 48 428 357 71 199 149 133 50 249 158 139
internal_value=0 3.24187e-05 7.89803e-05 3.36065e-05 9.57164e-05 2.00267e-05 9.04252e-05 0.000277853 -0.000267379 -6.3883e-05 0.000383058 0.000501602 0.000680313 0.00050861 0.000684545 -0.000475838
internal_weight=0 0.021574 0.020567 0.0195618 0.0178404 0.0158083 0.0144781 0.00950113 0.00497697 0.00347899 0.00845379 0.00667357 0.00485758 0.00385053 0.00203205 0.00204688
internal_count=3121 3020 2543 2513 2360 2044 1823 1366 457 409 938 789 656 606 316 210
is_linear=0
shrinkage=0.00154607


Tree=2265
num_leaves=12
num_cat=0
split_feature=147 11 52 52 15 51 4 15 42 16 4
split_gain=6.18508e-05 9.37618e-05 7.4968e-05 0.000151137 0.000113476 0.000220782 0.000195434 0.000120989 0.000209662 0.00011292 7.74764e-05
threshold=0.087210000000000024 1.0000000180025095e-35 0.15116000000000002 0.10347000000000002 -0.016799999999999995 -0.076794999999999988 -0.27825499999999997 0.024640000000000006 0.081660000000000024 -0.070454999999999976 0.033845000000000007
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 -7
right_child=-2 -3 -4 -5 6 9 7 8 -10 -11 -12
leaf_value=-0.0037662259388853794 0.0018949548679767162 -0.0019696789549876956 -0.0018130522200481233 0.0031979489369864979 -0.0021787544607974733 0.00067049056252047252 0.0035005105897388156 -0.0018694686760304627 0.0029153716196162771 0.0018185528133935899 -0.0020874937542441525
leaf_weight=0.0012173558657813232 0.0010019075998769856 0.0015696570091815751 0.0011794745238131394 0.001019849061215398 0.0010306891645566235 0.0011143689898632167 0.0014629428557163776 0.0011220708006303322 0.0011819993508594973 0.0014920381603186891 0.0015047799120352359
leaf_count=289 149 235 353 194 91 159 212 457 361 383 238
internal_value=0 -0.000144694 8.77172e-05 0.000288856 -4.12911e-06 -0.000800506 0.000880363 0.00171737 0.000585178 7.76675e-05 -0.000914054
internal_weight=0 0.0138952 0.0123256 0.0111461 0.0101262 0.00532854 0.0047977 0.00376701 0.00230407 0.00411119 0.00261915
internal_count=3121 2972 2737 2384 2190 1069 1121 1030 818 780 397
is_linear=0
shrinkage=0.00792826


Tree=2266
num_leaves=16
num_cat=0
split_feature=14 124 484 52 133 3 48 3 0 15 43 12 12 47 2
split_gain=0.000225193 0.000168351 0.000221533 0.000171617 0.000175791 0.000208359 0.000223718 0.000206645 0.000208319 0.000200618 0.000157471 0.000224395 0.000279978 0.000169928 9.8912e-05
threshold=0.023790000000000002 -0.043384999999999993 -0.0068949999999999992 -0.40306999999999998 0.10622000000000002 0.16158000000000003 0.11951500000000001 -0.15121499999999996 -0.10607499999999999 -0.08730499999999998 0.066275000000000014 0.095330000000000012 0.088305000000000008 0.083875000000000019 0.090675000000000019
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 -5 9 14 11 12 13 -10 -9
right_child=-2 2 3 4 -6 -7 -8 8 10 -11 -12 -13 -14 -15 -16
leaf_value=0.00055973000231095138 -0.00077696952285471121 -0.00076699827928773179 -0.00057659759659241477 0.00078671757816133601 -0.00056766912770894458 0.00083615996069431528 -0.00063511881406989401 -0.00028120410396117101 -0.00093086502769606713 0.00084734321778521539 0.00040034667636464798 -0.00094969664910534747 0.00046870060255097082 1.8088503952868243e-05 0.00034996355696614417
leaf_weight=0.0015701837472309665 0.0010074315198755337 0.0010254742277145913 0.0011880208078205055 0.0012512254722556937 0.0010736411041953062 0.0010938829052313812 0.0011317812951450188 0.0011922126927588761 0.0010927989597362721 0.0014714950170945928 0.0012118654858181421 0.0010702829300756802 0.0015246662391150169 0.0010234083217825624 0.0016685996200942466
leaf_count=252 113 466 276 73 321 116 47 47 546 87 176 165 310 45 81
internal_value=0 3.5408e-05 -1.29652e-05 3.53808e-05 8.44859e-05 0.000135474 7.48278e-05 0.000144658 6.63219e-05 0.00034521 -0.000137667 -0.000276061 -7.80374e-05 -0.000471946 8.69312e-05
internal_weight=0 0.0185895 0.0170194 0.0159939 0.0148059 0.0137322 0.0126383 0.0115066 0.0102553 0.00433231 0.00592302 0.00471116 0.00364087 0.00211621 0.00286081
internal_count=3121 3008 2756 2290 2014 1693 1577 1530 1457 215 1242 1066 901 591 128
is_linear=0
shrinkage=0.00167351


Tree=2267
num_leaves=17
num_cat=0
split_feature=1213 14 11 3 2 124 457 0 43 42 16 0 4 1 3 42
split_gain=0.000397766 0.000267444 0.000188829 0.00020519 0.000314233 0.000178275 0.000216093 0.000243819 0.000344849 0.000139724 0.000162045 0.000237869 0.000149787 0.000292135 0.000116165 3.14802e-05
threshold=-1.0000000180025095e-35 0.054835000000000009 0.088215000000000002 -0.12018999999999998 0.10613000000000002 -0.043384999999999993 -0.0029299999999999994 -0.053834999999999994 0.12266000000000001 0.088200000000000014 -0.071854999999999988 -0.11991499999999998 -0.0016099999999999997 0.10508500000000001 0.10542000000000001 0.091735000000000025
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 -5 -7 9 14 10 12 -12 -8 -14 -9 -11
right_child=1 -3 -4 5 -6 6 7 8 -10 15 11 -13 13 -15 -16 -17
leaf_value=-0.0010703332708838454 6.6975116598267362e-06 -0.00082878544282109974 -0.00061784684590170515 0.0005860179286954918 0.001206472413125136 -0.00072002407067516059 0.00073062082391347973 -0.0011742968943055988 0.00044925238386244029 0.00077914031640933482 0.00023944680500536091 -0.00071348082797541344 -0.00056954555692759993 0.00055194522470365496 -0.00037167634955835338 0.00036472501033034231
leaf_weight=0.0010125010104491015 0.0013747831351000996 0.0010112063855790545 0.0010886100060032424 0.001560259147205526 0.0011837816420473546 0.0011838298364647915 0.0014426154693657758 0.0010294148129614449 0.0010092319776981995 0.0010273150302691283 0.0015434767819044737 0.0015099529080979555 0.0012231898163231891 0.0015150526517330176 0.0010731945909094875 0.0011124796839588839
leaf_count=491 109 96 98 239 62 219 314 156 25 160 71 386 166 106 56 367
internal_value=0 2.64663e-05 7.22801e-05 0.000114514 0.000561802 3.93718e-05 -2.30222e-05 4.30628e-05 -0.000370944 0.000180498 6.71561e-05 -0.000231786 0.000285484 5.09684e-05 -0.000764631 0.000563686
internal_weight=0 0.0198884 0.0188772 0.0177886 0.00255856 0.01523 0.0136698 0.0124859 0.00311184 0.00937408 0.00723429 0.00305343 0.00418086 0.00273824 0.00210261 0.00213979
internal_count=3121 2630 2534 2436 171 2265 2026 1807 237 1570 1043 457 586 272 212 527
is_linear=0
shrinkage=0.00170698


Tree=2268
num_leaves=11
num_cat=0
split_feature=4 15 47 3 13 0 0 4 16 1
split_gain=5.79876e-05 8.37479e-05 9.41705e-05 9.57859e-05 8.6841e-05 0.000153884 8.4813e-05 0.000214399 7.78506e-05 7.44751e-05
threshold=0.24564500000000003 -0.10203999999999998 0.085270000000000026 0.10732000000000001 -0.033284999999999988 -0.082974999999999979 -0.077809999999999976 -0.16363499999999997 0.22339500000000004 0.111945
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -6 -8 -5 -2
right_child=9 2 -4 8 6 -7 7 -9 -10 -11
leaf_value=-0.0027792573162530028 -0.00037238900743476595 -0.00030482292853654849 0.0017630121719991172 0.0028601333831654425 -0.0016245866671463875 -0.0050055719022779697 -0.0017705051405996933 0.0040802827502146935 -0.00065592754542262834 0.0024864753259551137
leaf_weight=0.0010768963779563762 0.0015174462614342419 0.0013265793006636659 0.0019876137629643792 0.0011563514137669095 0.001946927322308624 0.0010985535246176193 0.0011221030089728634 0.0010426054853572603 0.0010250879430913074 0.001631871465491562
leaf_count=235 150 615 206 69 602 547 157 234 30 276
internal_value=0 -0.000309999 -6.16163e-05 -0.000477603 -0.00104008 -0.0024342 -0.0002178 0.00104746 0.00120789 0.00110898
internal_weight=0 0.0117827 0.0107058 0.00871821 0.00653677 0.00242513 0.00411164 0.00216471 0.00218144 0.00314932
internal_count=3121 2695 2460 2254 2155 1162 993 391 99 426
is_linear=0
shrinkage=0.00928922


Tree=2269
num_leaves=11
num_cat=0
split_feature=49 151 48 11 159 15 3 15 52 1
split_gain=6.4012e-05 0.000145669 7.94808e-05 7.21746e-05 0.000100815 0.000163375 0.000228608 0.000125197 0.000198599 6.92559e-05
threshold=-0.043469999999999995 -0.073794999999999986 0.091545000000000015 1.0000000180025095e-35 0.091530000000000014 -0.016799999999999995 0.099930000000000005 0.084050000000000014 0.090645000000000017 0.10752500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 9 8 -7 -2
right_child=3 2 -4 -5 -6 7 -8 -9 -10 -11
leaf_value=0.0034717551777037467 -0.00063919555611058711 -0.0015545066769060392 0.0014319028190342632 -0.0021737858339193833 -0.0025728392929561623 0.0043639953944938159 -0.0033505348247618622 -0.00072210029030474751 7.051819161958388e-05 0.0020963544198313675
leaf_weight=0.0011278300264888144 0.0014458424142943611 0.0013537511044630001 0.0011813428471987297 0.001318864305533545 0.0010270344693511487 0.0015867117720111115 0.0017055732206607832 0.0014214867076262037 0.0014684003371206716 0.0011979101997964502
leaf_count=196 668 153 76 208 307 246 126 917 71 153
internal_value=0 0.000956259 -0.000162853 -0.000325403 -7.7988e-05 0.000212327 -0.000949001 0.00134064 0.00230039 0.000600309
internal_weight=0 0.00366292 0.00253509 0.0111718 0.00985296 0.00882592 0.00434933 0.0044766 0.00305511 0.00264375
internal_count=3121 425 229 2696 2488 2181 947 1234 317 821
is_linear=0
shrinkage=0.00841354


Tree=2270
num_leaves=17
num_cat=0
split_feature=14 52 157 1 48 457 43 43 1 13 52 52 1 2 1 15
split_gain=0.000319014 0.000216262 0.00020972 0.000188194 0.00032639 0.000269892 0.000187361 0.000229936 0.000202101 0.000312809 0.00016204 0.000264046 0.000301998 0.000346672 0.000140805 7.59488e-05
threshold=0.062655000000000016 -0.40306999999999998 -0.08107499999999998 0.14000500000000002 0.12879500000000002 0.087855000000000003 0.16180500000000003 0.093175000000000022 0.10752500000000002 -0.073839999999999975 0.11434500000000002 0.091275000000000009 1.0000000180025095e-35 0.091055000000000011 0.090475000000000014 -0.12255999999999999
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 -10 11 12 -4 14 -14 -11
right_child=-2 2 3 -5 -6 -7 -8 -9 9 15 -12 -13 13 -15 -16 -17
leaf_value=-0.00061438839467640061 -0.00091084971652440993 0.00071858765022652065 -0.00081575867483685283 0.00066249947381658676 -0.00092967171057865567 0.00066787446985115922 -0.00071077367899581871 0.00079079248439424424 0.0010044108542638093 -0.00040640402291269032 -0.00074262830520008304 0.00057771505488683219 6.4620264892646624e-05 0.00083618239770531604 -0.00068503888877552703 0.00023615566282155539
leaf_weight=0.001331091804118687 0.0010446072907413497 0.0013520950784936111 0.001769204578354916 0.001241906547336565 0.0010204396310527488 0.0017421631602503951 0.0010503127787751957 0.0010097392503610339 0.0011681981443616499 0.0010127140214187258 0.0012262666534032587 0.0013635008353151123 0.0014922627037406433 0.0010566598365475688 0.0013244994404344179 0.0010485927928717284
leaf_count=314 104 235 749 114 57 123 171 55 140 71 299 156 184 86 185 78
internal_value=0 3.75694e-05 8.35377e-05 3.45462e-05 -1.33433e-05 4.79153e-05 -3.196e-05 2.5207e-05 -4.22374e-05 0.000312559 -0.000181421 -8.31946e-05 -0.000242899 1.87579e-05 -0.000287885 -7.9532e-05
internal_weight=0 0.0202096 0.0188786 0.0175265 0.0162846 0.0152641 0.013522 0.0124716 0.0114619 0.0032295 0.00823239 0.00700613 0.00564263 0.00387342 0.00281676 0.00206131
internal_count=3121 3017 2703 2468 2354 2297 2174 2003 1948 289 1659 1360 1204 455 369 149
is_linear=0
shrinkage=0.00167351


Tree=2271
num_leaves=17
num_cat=0
split_feature=14 147 124 12 159 2 16 0 2 4 0 42 13 1 0 52
split_gain=0.000241094 0.00020219 0.000160864 0.000313054 0.000260517 0.000216208 0.000229285 0.00029465 0.000293177 0.000208537 0.000226449 0.000272687 0.000192839 0.000140867 0.000111651 4.69453e-05
threshold=0.062655000000000016 1.0000000180025095e-35 0.0049200000000000008 0.11650500000000001 -0.032739999999999991 0.089885000000000007 0.071345000000000006 -0.20211999999999997 0.113445 -0.083854999999999985 -0.10151999999999999 0.08623500000000002 -0.0044799999999999987 0.095285000000000022 0.13134000000000004 -0.013374999999999998
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 9 7 15 12 -6 13 -12 -9 -11 -8 -7
right_child=-2 -3 -4 -5 5 6 14 8 -10 10 11 -13 -14 -15 -16 -17
leaf_value=-0.00079542018406479045 -0.00082472878400722605 0.00065445536091610849 0.00064664191007572798 -0.00097263909293909107 0.00039515826637078247 0.00013645558095576533 -0.00053249888781738272 0.00074011930038983488 0.0011998058232907758 -0.00036543957011389241 -0.001230267151947491 -0.00012211581135320812 -0.00022854994216207011 0.0005161798064395824 0.00016425354143436582 -0.00038474679440596478
leaf_weight=0.0011069190677263875 0.0010033605598296904 0.0014159468008353498 0.0010099529868603093 0.0010175455929670408 0.0013947487915647273 0.0010132514189535868 0.0013400849234056558 0.0012724007092988626 0.0017691527799367432 0.0010994738267324179 0.0013387258867809211 0.0012522708135978451 0.0011312035253875641 0.0010161518527480595 0.0013404585451493034 0.001000994919689191
leaf_count=373 104 167 70 127 308 17 263 313 199 64 495 409 107 38 35 32
internal_value=0 3.32537e-05 -1.53334e-05 -5.44458e-05 3.67267e-06 6.27639e-05 0.000232933 0.000413603 0.000672417 -0.000184555 -0.000356346 -0.00069468 0.000284236 5.80092e-05 -0.000184074 -0.00012256
internal_weight=0 0.0195193 0.0181033 0.0170934 0.0160758 0.0149689 0.00886755 0.006187 0.00417276 0.00610137 0.00470662 0.002591 0.0024036 0.00211563 0.00268054 0.00201425
internal_count=3121 3017 2850 2780 2653 2280 966 668 619 1314 1006 904 420 102 298 49
is_linear=0
shrinkage=0.00170698


Tree=2272
num_leaves=13
num_cat=0
split_feature=4 42 43 131 42 133 4 52 160 52 47 1
split_gain=6.05139e-05 9.04507e-05 0.000152505 0.000115199 0.000120807 0.000147295 9.07923e-05 0.000149295 0.000101428 0.000225118 6.92103e-05 8.97259e-05
threshold=0.24564500000000003 -0.095859999999999987 -0.17390999999999998 1.0000000180025095e-35 0.086325000000000013 0.083950000000000011 0.052250000000000012 -0.087769999999999987 0.086870000000000017 0.024145000000000003 0.10670500000000001 0.111945
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 -4 9 -9 11 -2
right_child=10 2 3 -5 -6 -7 -8 8 -10 -11 -12 -13
leaf_value=-0.0026723592414920989 0.00021354521707890234 0.0025348895498672375 -0.0021455525720523185 -0.0029937638962689267 -0.0026333139627039417 0.0032236266700563215 -0.0024479020701665623 0.0039779667719291503 -0.0011132242744922396 -0.0010658729501716742 -0.00078072133471795058 0.0036596086071467465
leaf_weight=0.0010269573674501148 0.0011038293036228488 0.0013960118748515002 0.0013223033620358739 0.0011077869800593118 0.0011491832242898296 0.0010451566020931169 0.0010485751043760663 0.0016154126379682287 0.0010098832057617579 0.0010231079931874304 0.0010187373563077841 0.0010376011475589364
leaf_count=218 129 109 246 414 754 308 87 217 46 296 55 242
internal_value=0 -0.000287085 -5.85248e-05 -0.000446925 -0.000103428 0.000308113 -0.000198122 0.000276471 0.00115429 0.00202218 0.0010245 0.00188329
internal_weight=0 0.0117444 0.0107174 0.00932141 0.00821362 0.00706444 0.00601928 0.00497071 0.0036484 0.00263852 0.00316017 0.00214143
internal_count=3121 2695 2477 2368 1954 1200 892 805 559 513 426 371
is_linear=0
shrinkage=0.00841354


Tree=2273
num_leaves=17
num_cat=0
split_feature=1213 14 11 157 13 4 52 3 49 4 4 52 15 4 15 52
split_gain=0.000470011 0.000314263 0.000209376 0.000213786 0.000275874 0.000291825 0.000273787 0.000390989 0.000206649 0.000272285 0.000196277 0.000174821 0.000409215 0.000160921 0.000109101 6.14463e-05
threshold=-1.0000000180025095e-35 0.054835000000000009 0.088215000000000002 -0.073574999999999988 -0.0034749999999999994 0.2623950000000001 0.10744000000000002 0.11296500000000002 -0.081919999999999979 0.0061450000000000003 -0.097604999999999983 0.10160000000000001 -0.055554999999999993 -0.083854999999999985 0.090455000000000021 -0.034054999999999995
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 11 7 8 -6 10 -10 12 -5 -14 -15 -11
right_child=1 -3 -4 4 6 -7 -8 -9 9 15 -12 -13 13 14 -16 -17
leaf_value=-0.0010219042729187114 0.00064835993883471021 -0.00077833100911704886 -0.00055986452304247075 -0.00040878627504199576 0.00053050469151708318 0.0010336160630293968 0.0004480737359769704 -0.00093382197323197259 -0.00016904661034925443 0.00042377650093054466 -0.0010834111756079475 -0.0003039393004398525 0.0009429857470850926 -5.0747371837084541e-05 0.00062461265197549386 -6.1715637960581892e-05
leaf_weight=0.0010086844682226743 0.0016118647826151708 0.0010270445156030364 0.0010989281199460512 0.0013777502448855108 0.001101287131104467 0.0010274416521388816 0.0016342641950715664 0.0014789949510234379 0.001168830834678003 0.0010492783903184866 0.0010015362088480091 0.0014291622821475496 0.0014943283465179381 0.0010628152732334558 0.0011379913637288297 0.0013955408629693772
leaf_count=491 365 96 98 427 38 202 111 67 79 50 213 270 157 238 130 89
internal_value=0 3.84182e-05 8.24055e-05 0.00012168 6.97867e-05 0.00028294 -0.000111978 -0.00023918 -5.94583e-05 -0.000200237 -0.000590989 0.00016432 0.00029624 0.000559113 0.000298467 0.00014665
internal_weight=0 0.0200971 0.01907 0.0179711 0.0163592 0.00752949 0.00882973 0.00719547 0.00571647 0.00461519 0.00217037 0.00650205 0.00507289 0.00369513 0.00220081 0.00244482
internal_count=3121 2630 2534 2436 2071 1424 647 536 469 431 292 1222 952 525 368 139
is_linear=0
shrinkage=0.00151575


Tree=2274
num_leaves=12
num_cat=0
split_feature=133 0 12 4 157 13 42 160 1 0 1
split_gain=5.59178e-05 0.000118499 9.0341e-05 8.47555e-05 0.000175102 0.000140068 9.87378e-05 9.67375e-05 0.000160453 0.000275065 0.000120967
threshold=0.10622000000000002 1.0000000180025095e-35 0.082850000000000021 -0.064804999999999988 -0.06266999999999999 -0.091054999999999983 0.081660000000000024 0.032695000000000009 0.12811000000000003 -0.10011499999999998 0.10612500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 6 -5 -6 -1 8 9 10 -7
right_child=-2 2 -4 4 5 7 -8 -9 -10 -11 -12
leaf_value=-0.0032259416319536669 -0.0016762613131701633 0.003295009571293694 0.00037250678649970389 0.0030502610733729187 0.0014929424389416171 0.0011051491687127696 3.1555890202832718e-05 0.00073505014715407279 0.00091643172227179499 -0.0054706785609081347 -0.0022884870640390922
leaf_weight=0.0010182071296848125 0.0010425208238719315 0.0010317229525792998 0.0013801134609541243 0.0010046433776062192 0.0019635086608426567 0.0010372859215734029 0.0010600854086479407 0.0017019612206216825 0.0012724862620970626 0.0010061333562640033 0.0013483022894175134
leaf_count=448 435 159 135 345 253 104 311 248 80 529 74
internal_value=0 0.000118049 0.00162268 -0.000199925 0.00010387 -0.000251495 -0.00156437 -0.000789529 -0.00134585 -0.00219459 -0.000812888
internal_weight=0 0.0138245 0.00241184 0.0114126 0.00933432 0.00832968 0.00207829 0.00636617 0.00466421 0.00339172 0.00238559
internal_count=3121 2686 294 2392 1633 1288 759 1035 787 707 178
is_linear=0
shrinkage=0.00747098


Tree=2275
num_leaves=12
num_cat=0
split_feature=4 42 43 2 3 16 4 4 16 3 15
split_gain=5.62715e-05 7.51982e-05 0.000129599 9.30277e-05 0.00014721 0.000127196 0.000125429 9.36882e-05 0.000137258 6.08134e-05 9.39391e-05
threshold=0.24564500000000003 -0.095859999999999987 -0.17390999999999998 0.089885000000000007 -0.078934999999999991 0.22339500000000004 -0.0016099999999999997 0.033845000000000007 -0.062804999999999986 -0.10519499999999998 -0.14601999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 7 -6 8 -5 -2 -11
right_child=9 2 3 5 6 -7 -8 -9 -10 10 -12
leaf_value=-0.002831169396826773 0.0029577480243303794 0.002689206280869251 -0.0045783046915770917 0.0039707016698801107 0.0021518292624231857 -0.0023169411059891917 -0.0023571785675938098 -0.0012619611800544876 -3.617776017101348e-05 0.0022411956133783998 -0.0019269699177687726
leaf_weight=0.001016592705036303 0.0011094438978558538 0.0013742527029516624 0.0011446440709431066 0.0015645334496264401 0.0010399744998983076 0.0013605577139551642 0.0012922248812840516 0.0011789753179699217 0.0016309142567739691 0.001002531297818088 0.0010176966603409054
leaf_count=218 93 109 974 271 262 255 154 140 312 214 119
internal_value=0 -0.000320447 -7.93399e-05 -0.000492361 -0.00173971 0.000263844 -0.000346522 0.00106653 0.00192564 0.00113982 0.000141468
internal_weight=0 0.0116027 0.0105861 0.00921182 0.00347684 0.00573498 0.0023322 0.00437442 0.00319545 0.00312967 0.00202023
internal_count=3121 2695 2477 2368 1390 978 416 723 583 426 333
is_linear=0
shrinkage=0.00966451


Tree=2276
num_leaves=17
num_cat=0
split_feature=1213 11 1374 484 4 13 0 0 1 47 15 4 16 16 52 15
split_gain=0.000411274 0.000234397 0.000252349 0.000188141 0.00016778 0.000164636 0.000149571 0.000288486 0.000230888 0.000425951 0.000477477 0.000264306 0.00023518 0.000170686 0.000252287 1.09428e-05
threshold=-1.0000000180025095e-35 0.088215000000000002 -0.094929999999999987 -0.0068949999999999992 0.27044500000000005 -0.49353499999999995 -0.019414999999999998 -0.053834999999999994 0.12656000000000003 0.092530000000000015 -0.094549999999999981 -0.077679999999999985 -0.014034999999999997 0.31475000000000003 0.090645000000000017 -0.26481999999999994
decision_type=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 -8 -6
right_child=1 -3 3 4 15 6 13 -9 -10 -11 11 12 -14 -15 -16 -17
leaf_value=-0.001054092572963058 -0.00068563498977262287 -0.00067662964689139309 -0.00051007899601800751 -0.00052917401080428313 0.00075239346592115796 0.00099759578865441889 0.00066710869688108108 -0.00071533055360041402 0.00091808502453483176 -0.00083031799658693571 0.00053066997281312671 -0.00070007815008106544 0.00019299381797296483 0.00095675614964774896 -0.00042138345797281364 0.00050626652940797439
leaf_weight=0.0010134247922006434 0.0011247395981470723 0.0012082270789937613 0.0011953317627001981 0.0010328773065353359 0.001009072208178266 0.0017060786610953995 0.001373346964821341 0.0011905901075457423 0.0010031684711795394 0.001250351744724848 0.001595516866121304 0.0018319590004709776 0.0015036361064772732 0.0012442850980809439 0.0010540546930074765 0.0010145498738211986
leaf_count=491 55 112 475 30 194 163 83 108 32 126 366 332 347 48 48 111
internal_value=0 3.82469e-05 8.33987e-05 0.000131439 0.000177058 0.000115205 0.000163599 5.82749e-05 0.000161871 6.56932e-05 0.000234489 -2.95327e-05 -0.000297495 0.000452786 0.000194451 0.000628997
internal_weight=0 0.0203378 0.0191296 0.0180048 0.0168095 0.0147859 0.013753 0.0100813 0.00889071 0.00788754 0.00663719 0.00493111 0.0033356 0.00367169 0.0024274 0.00202362
internal_count=3121 2630 2518 2463 1988 1683 1653 1474 1366 1334 1208 1045 679 179 131 305
is_linear=0
shrinkage=0.00167351


Tree=2277
num_leaves=17
num_cat=0
split_feature=14 124 123 4 484 48 12 3 2 2 160 12 0 3 1 0
split_gain=0.000298618 0.000191161 0.000282085 0.000383398 0.000318091 0.000220287 0.000263665 0.000343344 0.000233482 0.000238471 0.000183655 0.000303877 0.000138049 0.000301636 0.000174753 9.77497e-05
threshold=0.054835000000000009 0.0049200000000000008 1.0000000180025095e-35 -0.49405499999999997 -0.0068949999999999992 0.12737000000000001 -1.0000000180025095e-35 0.13524500000000003 0.11548000000000001 0.10803500000000001 0.086870000000000017 0.084100000000000022 -0.077999999999999986 -0.078934999999999991 0.090475000000000014 -0.11013499999999998
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 8 9 10 11 15 13 -13 -14 -8
right_child=-2 -3 -4 4 5 -7 7 -9 -10 -11 -12 12 14 -15 -16 -17
leaf_value=-0.0010149573985831929 -0.00091449430042091456 0.00075947959257773555 0.00074592353276028034 -0.00091483961798241608 -0.00063274094730011294 -0.00061260771576194715 0.0010218469139110689 0.0010890330327717483 0.00079974566015075766 -0.00066972281652895402 -0.00041077571667584914 -0.00076308269053004427 0.00075032557301657368 0.00039861584814311819 -0.00021461413113869684 0.00035173997604228492
leaf_weight=0.0011475333248611849 0.0010117682296811306 0.001010625335987384 0.0013596043279946552 0.0010234959743570448 0.0012037174935651289 0.0012679765540395413 0.0013789047227845685 0.0011584620196394271 0.0012853719685372309 0.001252934992295813 0.0015418692481349722 0.0015472453824258957 0.0011805540024083716 0.0011246361567295738 0.0010188121121106342 0.0011745848276848289
leaf_count=139 110 71 220 442 140 58 56 73 167 105 117 773 158 191 164 137
internal_value=0 3.64044e-05 -2.74538e-06 -6.15624e-05 6.14487e-06 6.84256e-05 0.000130698 0.000203267 0.000114076 2.78355e-05 0.000125308 0.000236634 -1.33908e-05 -0.000274106 0.000303337 0.000713603
internal_weight=0 0.0196763 0.0186657 0.0173061 0.0161586 0.0151351 0.0138671 0.0126634 0.0115049 0.0102195 0.00896661 0.00742474 0.00487125 0.00267188 0.00219937 0.00255349
internal_count=3121 3011 2940 2720 2581 2139 2081 1941 1868 1701 1596 1479 1286 964 322 193
is_linear=0
shrinkage=0.00170698


Tree=2278
num_leaves=11
num_cat=0
split_feature=1 52 0 4 0 15 0 3 457 13
split_gain=6.21038e-05 0.000103905 0.000110722 0.000178545 0.000178423 0.0001017 0.000120865 7.18748e-05 7.16875e-05 5.00643e-05
threshold=0.12337000000000002 0.11434500000000002 -0.077999999999999986 -0.49405499999999997 -0.10096999999999999 -0.11713499999999999 -0.13455999999999999 0.10299500000000002 0.080930000000000016 0.0076650000000000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 8 -2 -7 -5
right_child=7 -3 3 9 -6 6 -8 -9 -10 -11
leaf_value=-0.0020454087689546741 0.0029922328966119336 -0.0024694989903226963 -0.0018398728839034704 0.003147793029862552 -0.0033886299437305197 -0.0015324333178725847 0.0027653355218699559 7.7449635526165192e-06 0.0011373275670408362 0.00078483344928957351
leaf_weight=0.0013096097482983016 0.0010106380714814999 0.0013883513760388913 0.0010535418079300474 0.0018250501564858962 0.0013788916772973269 0.0015988079251710863 0.0013950203022006242 0.0014425411837428737 0.0013801359971037375 0.0010347431145177194
leaf_count=120 157 438 140 466 1175 157 98 137 83 150
internal_value=0 -0.000257509 2.22906e-05 0.00118022 -0.000619322 5.25395e-05 0.000680687 0.00123727 -0.000295541 0.00229282
internal_weight=0 0.0123642 0.0109758 0.00391334 0.00706247 0.00568357 0.00437396 0.00245318 0.00297894 0.00285979
internal_count=3121 2827 2389 756 1633 458 338 294 240 616
is_linear=0
shrinkage=0.00858181


Tree=2279
num_leaves=16
num_cat=0
split_feature=14 123 4 13 4 3 41 2 1 2 2 3 43 3 43
split_gain=0.000287412 0.000186764 0.000246931 0.000204763 0.000235289 0.000200379 0.000287825 0.00016911 0.000700131 0.000253771 0.000202907 0.000230694 0.0002404 0.000153193 9.04278e-05
threshold=0.062655000000000016 1.0000000180025095e-35 -0.51843499999999987 -0.23438999999999996 -0.27825499999999997 -0.12018999999999998 0.077300000000000021 0.092365000000000017 0.10439500000000002 0.089885000000000007 0.084055000000000005 0.013900000000000001 -0.074359999999999996 0.11924500000000002 -0.086909999999999987
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 -6 9 -9 10 11 12 14 -10 -7
right_child=-2 -3 3 4 5 7 -8 8 13 -11 -12 -13 -14 -15 -16
leaf_value=-0.00074793939912799388 -0.00082328470759413679 0.00051649103106347124 0.00048638605661724453 -0.00063577096526432324 0.0008588104872424416 -5.0358834755595926e-05 -0.00016274174150838596 -0.0013108351667168181 0.00057434513833132218 0.00066414242846296969 -0.00066994905553241816 0.00071094916008354928 -0.00052734565592772145 -0.00020116310415608634 0.00057796914040580407
leaf_weight=0.0010587762487310705 0.0010102075511049238 0.0016726851067197816 0.0020004440018394033 0.0014340742325593429 0.0014770826135484432 0.0012076123767211233 0.0011907292630031208 0.0011982737861603015 0.0010556944842734506 0.0013777433585652407 0.0011052035934154686 0.0010382143783260744 0.0017939601780499054 0.0014385399938277033 0.0010016004520468358
leaf_count=51 104 257 132 160 104 98 61 575 80 153 705 21 421 48 151
internal_value=0 2.18938e-05 -2.31224e-05 2.1188e-05 -3.95613e-05 2.20181e-05 0.000402859 -6.85611e-05 -0.000339549 6.44241e-05 -7.00013e-05 6.15229e-05 -0.000106904 0.000127074 0.000234509
internal_weight=0 0.0200506 0.0183779 0.0173192 0.0153187 0.0138847 0.00266781 0.0112168 0.00369251 0.00752433 0.00614659 0.00504139 0.00400317 0.00249423 0.00220921
internal_count=3121 3017 2760 2709 2577 2417 165 2252 703 1549 1396 691 670 128 249
is_linear=0
shrinkage=0.00154607


Tree=2280
num_leaves=11
num_cat=0
split_feature=147 475 48 4 42 42 43 2 16 2
split_gain=6.28061e-05 8.86218e-05 9.62875e-05 0.000182969 9.79516e-05 0.000117242 0.000129839 0.000137424 0.000105313 9.30841e-05
threshold=0.087210000000000024 -1.0000000180025095e-35 0.12879500000000002 0.40473500000000007 0.091735000000000025 -0.0060199999999999993 -0.083684999999999996 0.10672500000000001 -0.088159999999999988 0.089885000000000007
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7 8 9 -8
right_child=-2 2 -4 -5 -6 6 7 -9 -10 -11
leaf_value=-0.0020970886863223544 0.0019847316430493282 -0.0015363665550853862 -0.0023651250715196947 0.0033128678691433226 -0.0020262730430782154 0.003216626000813141 -0.00096753517864812076 0.0024509198246206662 -0.0019760732771475957 0.0023940888569800676
leaf_weight=0.0014325878362082276 0.0010011671688988271 0.0019203038128840126 0.0010143421862105076 0.0012145737151282145 0.0014926364143322208 0.0012139145929380406 0.001145615207351851 0.0014183483349544668 0.0018640096247613674 0.0010972144041443144
leaf_count=476 149 746 80 205 483 216 185 114 400 67
internal_value=0 -0.000154806 6.9934e-05 0.000287236 -7.47461e-05 0.000261642 0.000773983 0.000237321 -0.000527173 0.000677005
internal_weight=0 0.0138135 0.012381 0.0113666 0.010152 0.00865941 0.0067391 0.00552519 0.00410684 0.00224283
internal_count=3121 2972 2496 2416 2211 1728 982 766 652 252
is_linear=0
shrinkage=0.00824856


Tree=2281
num_leaves=12
num_cat=0
split_feature=1 14 1 42 52 42 47 1 0 3 4
split_gain=6.13963e-05 0.000117862 0.000103382 8.63005e-05 6.97247e-05 9.32562e-05 9.26066e-05 0.000181233 0.000117129 0.000158957 0.000131046
threshold=0.14000500000000002 -1.0000000180025095e-35 0.12408500000000001 0.091735000000000025 -0.11592499999999999 0.088060000000000013 0.092710000000000015 0.094090000000000021 -0.084269999999999984 0.084940000000000015 -0.085719999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 8 9 -6 -10
right_child=-2 2 -4 -5 5 -7 -8 -9 10 -11 -12
leaf_value=-0.0025839000462686891 0.0019569110776290139 -0.0019705273533462816 0.002734145329711655 -0.0021267329061426007 -0.0043247878388366547 0.0027883231700343162 -0.002355736745195867 0.0029016409538829518 -0.00059308470748091024 0.00019179818045938015 0.0032605979951387766
leaf_weight=0.001338506201545798 0.0010834541091305121 0.0010271385078571811 0.0010057863581144034 0.0014057117237436514 0.0010218115485683657 0.0010533183413633379 0.0010106678853061338 0.0016514119099881146 0.0017779353810372378 0.0013090941699989145 0.0010242715354107433
leaf_count=122 124 403 128 561 615 252 117 216 193 59 331
internal_value=0 -0.000165644 9.77894e-05 -0.000137254 0.000145931 0.00039161 6.77561e-05 0.000428776 -0.000366788 -0.00178816 0.000815526
internal_weight=0 0.0136257 0.0122871 0.0112814 0.00987565 0.00884851 0.00779519 0.00678452 0.00513311 0.00233091 0.00280221
internal_count=3121 2997 2875 2747 2186 1783 1531 1414 1198 674 524
is_linear=0
shrinkage=0.00858181


Tree=2282
num_leaves=16
num_cat=0
split_feature=124 147 159 42 1 0 0 42 13 157 49 1 2 13 0
split_gain=0.000236178 0.000213672 0.000242982 0.000177954 0.000212273 0.000126756 0.000310413 0.000224949 0.000218519 0.0001626 0.00033623 0.000240715 0.000218531 9.50766e-05 0.00011638
threshold=0.0049200000000000008 0.089025000000000007 -0.032739999999999991 -0.095859999999999987 0.13146500000000003 -0.084269999999999984 -0.11013499999999998 0.088915000000000008 -0.13710499999999998 -0.078969999999999985 -0.081404999999999991 0.11103500000000001 0.098035000000000011 -0.076384999999999995 -0.010949999999999998
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 9 8 -7 -5 -11 12 -12 -10 -15
right_child=-2 -3 3 4 -6 7 -8 -9 13 10 11 -13 -14 14 -16
leaf_value=-0.00075268570085495253 0.00071018548427303639 0.0005892761327152701 -0.00064488625584030153 0.00052518659750642441 0.00061261629531021234 -0.00027678036402945682 -0.00075167347715000897 -0.00044692044924271552 0.00085075975047538928 0.0005611590419315653 -0.00042683487360684123 -0.00084934891829388179 0.00049328441513997966 -5.778251432780712e-05 0.00060429348669198771
leaf_weight=0.0012280931006962174 0.001037842453171566 0.0011836757940989128 0.0010881382157477788 0.0010865635136951823 0.0012509696802757595 0.0012984494363337228 0.001767330916771918 0.0013412786935421729 0.0010643940491177027 0.0012757573607864447 0.0015699613572833782 0.0014664010787079351 0.0010164612964578268 0.0011716438632651087 0.0013845943050247089
leaf_count=409 72 123 189 37 170 32 665 419 134 65 114 62 71 381 178
internal_value=0 -4.7026e-05 -8.88457e-05 -4.02663e-05 1.65532e-06 -5.12632e-05 -0.000177954 0.000114325 0.000267359 -1.98974e-05 -0.000131047 -0.000348941 -6.5229e-05 0.000462501 0.000300833
internal_weight=0 0.0191937 0.01801 0.0167819 0.0156938 0.0144428 0.00818248 0.00626036 0.00491908 0.00641514 0.00532858 0.00405282 0.00258642 0.00362063 0.00255624
internal_count=3121 3049 2926 2517 2328 2158 1014 1144 725 349 312 247 185 693 559
is_linear=0
shrinkage=0.00154607


Tree=2283
num_leaves=15
num_cat=0
split_feature=14 11 3 2 124 124 0 13 1 47 3 52 1 52
split_gain=0.000192571 0.000222122 0.000214559 0.000350431 0.000264256 0.000204956 0.000485461 0.000386021 0.000212175 0.000260581 0.00014044 0.000243642 0.00017671 0.000125934
threshold=0.023790000000000002 0.088215000000000002 -0.12018999999999998 0.10613000000000002 -0.043384999999999993 0.0049200000000000008 -0.053834999999999994 -0.089109999999999981 0.12500000000000003 0.092530000000000015 -0.078934999999999991 -0.066844999999999988 0.094465000000000007 -0.081429999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 8 -8 9 10 -6 13 -13 -12
right_child=-2 -3 4 -5 5 -7 7 -9 -10 -11 11 12 -14 -15
leaf_value=-1.9140080184430411e-05 -0.00073685939491260107 -0.00074062405501517346 0.00066487472424175552 0.0011798173545042761 -0.00033417998242149337 0.00065506624663724355 -0.00014303372360942272 -0.001519039217222366 0.00068491986475402488 -0.00072489309227791773 0.00017394488479962865 9.813191489997174e-05 0.00089153328263068808 -0.00062833123068176447
leaf_weight=0.0016461023418012739 0.0010088689479655901 0.0010351217006823168 0.0015255251226538322 0.0012494890111611756 0.0019784979841923284 0.0010114716745884484 0.0011751929688730289 0.0012013181571056417 0.0012230131424957333 0.0014902850311256099 0.0011245239063203336 0.0016393364787760959 0.0016325284516649496 0.0011563276404135819
leaf_count=122 113 97 244 63 1236 69 42 210 98 205 104 361 116 41
internal_value=0 2.83684e-05 7.24593e-05 0.000498227 -8.87387e-06 -8.42687e-05 -0.00014352 -0.0008386 1.77234e-05 -7.27261e-05 5.63254e-05 0.000195467 0.000494007 -0.000232787
internal_weight=0 0.0190887 0.0180536 0.00289559 0.015158 0.0136325 0.012621 0.00237651 0.0102445 0.0090215 0.00753121 0.00555272 0.00327186 0.00228085
internal_count=3121 3008 2911 185 2726 2482 2413 252 2161 2063 1858 622 477 145
is_linear=0
shrinkage=0.00170698


Tree=2284
num_leaves=15
num_cat=0
split_feature=14 147 11 124 3 2 3 2 4 15 43 1 12 2
split_gain=0.000207436 0.000168292 0.000203111 0.00013895 0.000175615 0.000287819 0.000159197 0.00023428 0.000205257 0.000160057 0.000324626 0.000245405 9.83298e-05 7.01056e-05
threshold=0.023790000000000002 1.0000000180025095e-35 0.087830000000000005 -0.043384999999999993 -0.12018999999999998 0.10699500000000002 0.14121000000000003 0.11215000000000001 -0.084369999999999987 -0.016799999999999995 -0.079109999999999986 0.094465000000000007 0.088615000000000013 0.10774000000000002
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 -6 10 -10 -12 -11 -8
right_child=-2 -3 -4 4 6 -7 13 -9 9 12 11 -13 -14 -15
leaf_value=0.00054446577273864569 -0.00074959423556781658 0.00060199551993353972 -0.00072799472676354738 -9.7007690135812635e-05 -0.00074530641556655572 0.0010815020762850679 1.1989670092334374e-06 -0.00077112586292624001 -0.00095902402573284787 0.00057866012779427846 -0.0004204632586127395 0.00047950884608051686 -6.5541302533426602e-05 0.0006068278443127123
leaf_weight=0.0013446955139841009 0.0010157120358329488 0.0013242660893539411 0.0010565057889877485 0.001381524223343253 0.0011129713002890817 0.0010008220520623112 0.0010309318738390702 0.0016126536466975214 0.001103057324013822 0.0017746203515330138 0.0015135124351132083 0.001931422980644526 0.0010599306956487649 0.0011134398843670734
leaf_count=227 113 166 103 103 347 47 43 253 372 394 293 109 458 93
internal_value=0 2.73282e-05 -1.73424e-05 2.96431e-05 -1.76603e-05 0.000398083 -9.84962e-05 -0.000186357 -7.53541e-05 2.5646e-05 -0.000168888 8.41113e-05 0.000337772 0.000315665
internal_weight=0 0.0183604 0.0170361 0.0159796 0.0146349 0.00238235 0.0122525 0.0101082 0.00849552 0.00738254 0.00454799 0.00344494 0.00283455 0.00214437
internal_count=3121 3008 2842 2739 2512 150 2362 2226 1973 1626 774 402 852 136
is_linear=0
shrinkage=0.00167351


Tree=2285
num_leaves=13
num_cat=0
split_feature=484 4 150 12 39 49 13 133 43 151 1 16
split_gain=6.17342e-05 7.56761e-05 7.16549e-05 6.0221e-05 8.37362e-05 9.13037e-05 9.1384e-05 0.000115488 0.000120961 0.000104491 0.000157437 2.56734e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 0.102565 0.10673000000000001 0.097050000000000011 0.065470000000000014 -0.0034749999999999994 0.083950000000000011 -0.074359999999999996 -0.0064299999999999991 0.080000000000000016 -0.50859499999999991
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 -8 -11 -3
right_child=1 11 -4 -5 -6 -7 9 -9 -10 10 -12 -13
leaf_value=-0.0017380884004274276 0.0020537521050337229 0.00062274245936704724 -0.0019182996289958257 -0.0015534871092010218 -0.0017490557684074956 0.0025555489413060049 0.0013209832452271968 0.0027668802084541934 -0.0012100005435469212 0.00020349200570328476 -0.0036357796384659524 0.0023104902656697272
leaf_weight=0.0010699868943144361 0.0010504944628867735 0.0010096871121055978 0.001101503978728908 0.0011225649177834538 0.0010180813952889176 0.0010728832831273455 0.0010318964676782338 0.0013539240625535381 0.0015979548675193194 0.0013278800112106453 0.0010818769535342401 0.0010025903634853376
leaf_count=515 168 125 143 199 56 318 78 352 567 192 187 221
internal_value=0 0.000124854 -0.000104246 8.32436e-05 0.000275938 0.000517998 0.000224333 0.00099193 8.4551e-05 -0.000668323 -0.00152018 0.00146364
internal_weight=0 0.0137713 0.0117591 0.0106576 0.00953499 0.00851691 0.00744403 0.00400237 0.00264845 0.00344165 0.00240976 0.00201228
internal_count=3121 2606 2260 2117 1918 1862 1544 1087 735 457 379 346
is_linear=0
shrinkage=0.00747098


Tree=2286
num_leaves=11
num_cat=0
split_feature=1 50 52 0 4 47 1 0 48 52
split_gain=5.65888e-05 9.8087e-05 7.10092e-05 0.00013471 0.000137385 0.000123261 0.000156706 0.000263419 0.000122848 0.000110348
threshold=0.13869000000000004 0.088425000000000017 0.11434500000000002 -0.062294999999999996 -0.49013999999999996 0.092530000000000015 0.083135000000000014 -0.15202999999999997 0.086260000000000017 -0.088204999999999992
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 -1 8 -8 -6
right_child=-2 -3 -4 4 9 -7 7 -9 -10 -11
leaf_value=-0.0017973936397704348 0.0017251733317472451 -0.002129535971850163 -0.0017493722747628604 -0.00074469914495981556 0.00093199450512190774 -0.002360054157345214 0.0012260401481546123 0.0032069322166754181 -0.0024816457953178283 0.0045545702513497552
leaf_weight=0.0017894109547554925 0.0011353582426479837 0.0014665327800066639 0.0012396543406161921 0.0010427672748039019 0.0010561668341872998 0.0015127161672392128 0.0010767435650358634 0.0019959462604544134 0.0012781324409987249 0.0011472070178627563
leaf_count=1111 139 539 296 136 117 191 88 311 43 150
internal_value=0 -0.000154063 8.46024e-05 0.000293197 0.00167363 -0.000292338 0.000217068 0.00104558 -0.000786343 0.00281812
internal_weight=0 0.0136053 0.0121387 0.0108991 0.00324614 0.00765295 0.00614023 0.00435082 0.00235488 0.00220337
internal_count=3121 2982 2443 2147 403 1744 1553 442 131 267
is_linear=0
shrinkage=0.00808683


Tree=2287
num_leaves=11
num_cat=0
split_feature=4 42 43 131 42 133 4 48 0 1
split_gain=5.63183e-05 6.73743e-05 0.000103692 9.15138e-05 0.00011143 0.000132131 8.74989e-05 0.000145651 9.35103e-05 6.25684e-05
threshold=0.24564500000000003 -0.095859999999999987 -0.17390999999999998 1.0000000180025095e-35 0.086325000000000013 0.083950000000000011 -0.27825499999999997 0.085845000000000019 -0.14001499999999997 0.111945
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 8 -8 -2
right_child=9 2 3 -5 -6 -7 7 -9 -10 -11
leaf_value=-0.0023892531996712631 -0.00023785972993849456 0.0021487701592268981 -0.002301218120009562 -0.0027429871614709149 -0.002582317761686576 0.0031751684990129021 0.0032414056135787296 -0.0017947022483617791 0.00022534461472001633 0.0022019268861988841
leaf_weight=0.0010209563202764069 0.0015032421102987303 0.0013410007414120821 0.0011479764576918274 0.0010877855365278239 0.001136392522813375 0.0010164638747883932 0.0012349222735451612 0.0015782760138592714 0.0019565177532162525 0.001596018150233496
leaf_count=218 150 109 176 414 754 308 98 154 464 276
internal_value=0 -0.000284645 -7.99924e-05 -0.000406337 -9.13925e-05 0.000316829 -0.00017414 0.000337806 0.0013924 0.00101855
internal_weight=0 0.0115203 0.0104993 0.00915833 0.00807055 0.00693416 0.00591769 0.00476972 0.00319144 0.00309926
internal_count=3121 2695 2477 2368 1954 1200 892 716 562 426
is_linear=0
shrinkage=0.00858181


Tree=2288
num_leaves=17
num_cat=0
split_feature=14 484 133 52 160 49 4 2 47 43 12 13 1 16 484 48
split_gain=0.000214105 0.000165621 0.000225374 0.000236603 0.00029825 0.000244755 0.000329603 0.000207498 0.000238146 0.000320252 0.000195363 0.000152836 0.00011002 0.000103249 9.95287e-05 8.62885e-05
threshold=0.054835000000000009 0.085515000000000022 0.10622000000000002 0.070205000000000017 -1.0000000180025095e-35 -0.081404999999999991 0.0052350000000000009 0.11263500000000001 0.092530000000000015 -0.074359999999999996 0.091475000000000015 -0.00051499999999999994 0.077565000000000009 -0.094359999999999986 0.095930000000000015 0.087555000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 15 11 8 13 -10 12 -7 -6 -8 -3 -1
right_child=-2 14 -4 4 10 6 7 -9 9 -11 -12 -13 -14 -15 -16 -17
leaf_value=6.3093488449885831e-05 -0.00070091039170562563 0.00078543226207097318 -0.00067917646495761167 -0.00039356945489056177 0.00047425969382617093 -0.00027079603439589375 7.3129337583061071e-05 -0.00051139860436983319 0.00034493301520782329 -0.00083533932892118027 3.6078956070560715e-05 -0.00099912160375846028 0.0011713279427315408 0.00069521558621237465 0.00010366725865241876 0.00064632060474551422
leaf_weight=0.0012534505383465207 0.0010217738402229495 0.0010130637003662448 0.0011702344493668615 0.0010288351867520727 0.0010564727962230494 0.0013114241819493656 0.0010489587734396413 0.0015279817962821976 0.001117550043300497 0.0010811285024215911 0.0011201104208969359 0.0014503600438157795 0.0011097379627052484 0.0016267520278700218 0.0010345212987830574 0.0011745662286900271
leaf_count=92 110 139 398 213 330 584 151 193 35 58 131 268 51 98 192 78
internal_value=0 2.54732e-05 -2.43454e-05 2.38278e-05 0.000332874 -9.12139e-05 -0.000206849 -1.42735e-05 0.000141561 -0.000235427 0.000560299 -0.000653279 0.000831364 0.000451339 0.000440977 0.000345233
internal_weight=0 0.0191251 0.0170776 0.0159073 0.00431516 0.0115922 0.00916416 0.00640237 0.00487439 0.00219868 0.00328632 0.00276178 0.00216621 0.00267571 0.00204758 0.00242802
internal_count=3121 3011 2680 2282 725 1557 1387 535 342 93 512 852 381 249 331 170
is_linear=0
shrinkage=0.00154607


Tree=2289
num_leaves=11
num_cat=0
split_feature=1 0 16 49 3 12 3 42 16 0
split_gain=6.23505e-05 0.000102888 0.000113761 9.38474e-05 0.000149229 0.000314827 0.000156723 8.30483e-05 5.06994e-05 8.13747e-05
threshold=0.094385000000000011 -0.084269999999999984 -0.092124999999999985 -0.043469999999999995 0.10732000000000001 0.092355000000000007 0.13524500000000003 0.086665000000000006 -0.077879999999999991 0.11070500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 5 -5 -6 8 -3 -10
right_child=3 7 -4 4 6 -7 -8 -9 9 -11
leaf_value=-0.00021620588136180658 0.0024706456758988842 0.0028127632013398829 -0.0039374995179679798 0.0038275920588855062 -0.0042257217039650156 -0.0020173256104014025 0.00081148243249134881 -0.0019756542665431793 -0.0016481329806052767 0.0020328201269935362
leaf_weight=0.0015433397396736846 0.001818733103183718 0.0010228730049963476 0.0014124623959295987 0.0018797355490718908 0.0012041288005031348 0.0014776948812788571 0.0010278561145382614 0.0010705823821939905 0.0010445461510225637 0.0011144048319879918
leaf_count=378 232 259 671 265 53 269 124 485 346 39
internal_value=0 -0.000636693 -0.00199447 0.000601107 -7.22024e-06 0.00125509 -0.00190603 0.000307081 0.00107515 0.000251897
internal_weight=0 0.00720821 0.0029558 0.00740815 0.00558942 0.00335743 0.00223198 0.00425241 0.00318182 0.00215895
internal_count=3121 2178 1049 943 711 534 177 1129 644 385
is_linear=0
shrinkage=0.00947501


Tree=2290
num_leaves=16
num_cat=0
split_feature=1213 124 4 14 484 160 50 42 151 151 4 52 15 4 1
split_gain=0.000399152 0.000267577 0.000309856 0.000277049 0.000225791 0.000255371 0.000311802 0.000227976 0.000224919 0.000166574 0.000175166 0.000222777 0.000298838 0.000389153 0.000360656
threshold=-1.0000000180025095e-35 0.093335000000000015 -0.49405499999999997 0.062655000000000016 0.085130000000000011 -1.0000000180025095e-35 0.10030500000000002 -0.0060199999999999993 -0.090369999999999992 -0.039414999999999999 0.26790000000000008 0.077655000000000016 0.040760000000000005 0.0052350000000000009 0.11212500000000002
decision_type=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 13 -11 -15
right_child=1 -3 3 -5 -6 6 -8 8 9 10 -12 -13 -14 14 -16
leaf_value=-0.0010221124440011045 -0.00073516967736341821 0.00087161971343613918 -0.00054454066790459474 -0.00078263019987761596 0.00067450833513087681 -0.00054856373277490181 0.0010086266239072944 -0.00059232971544001187 0.00081493876014525693 -0.0011684371804979487 0.00078420736975160486 0.00058334716548802878 0.00045984597255888771 0.00055233888207579433 -0.00074518479709479921
leaf_weight=0.0010593916623573068 0.0015284043481175796 0.0010093389038416103 0.001850889325519898 0.0010499441598711958 0.001737610496044594 0.0015765628997914992 0.0010189873801035873 0.0010652613865381215 0.0011526559061483628 0.0012132957879930628 0.0010135759746571077 0.0016183514535889898 0.0016751100017396992 0.0013866754040392365 0.0010574872354460751
leaf_count=491 152 54 547 90 298 438 138 86 133 192 128 158 112 79 25
internal_value=0 3.20376e-05 -1.26936e-05 5.07085e-05 0.000104169 3.64242e-05 0.000120577 4.36221e-05 0.000135311 0.00022033 0.000134276 3.95034e-05 -0.000125545 -0.000393653 -9.0455e-06
internal_weight=0 0.0199542 0.0189448 0.0174164 0.0163665 0.0146289 0.012778 0.011759 0.0101824 0.00911715 0.0079645 0.00695092 0.00533257 0.00365746 0.00244416
internal_count=3121 2630 2576 2424 2334 2036 1489 1351 913 827 694 566 408 296 104
is_linear=0
shrinkage=0.00167351


Tree=2291
num_leaves=11
num_cat=0
split_feature=133 0 0 1 47 1 1 2 1 52
split_gain=6.52102e-05 9.12855e-05 9.80984e-05 0.000120817 0.00014787 9.77784e-05 0.000133114 0.000105024 0.000101295 4.83862e-05
threshold=0.10622000000000002 1.0000000180025095e-35 -0.053834999999999994 0.12500000000000003 0.092530000000000015 0.094090000000000021 0.10723500000000001 0.090050000000000005 0.080585000000000004 0.091820000000000013
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 8 -1 -3
right_child=-2 9 -4 -5 -6 6 -8 -9 -10 -11
leaf_value=0.0025686036637273865 -0.0021135607187286977 0.00053344837150038574 -0.0021650855200782077 0.0026834843990597764 -0.0027329871644393555 0.0037167695172860295 4.5762960502014553e-05 -0.0023057975774270463 -0.0010206765909104591 0.0030003381008933587
leaf_weight=0.0010301648929984513 0.001009885063491923 0.0012557580884801642 0.001569591452127316 0.0012107215606061072 0.0014276838646881743 0.0011727448034115073 0.0019159173788252382 0.0015870529748658619 0.0013224119109920551 0.0010972100275118968
leaf_count=725 435 239 176 156 219 165 156 517 278 55
internal_value=0 0.000146741 -0.000175127 0.000147984 -0.000215047 0.000296432 0.00143962 -0.000599826 0.000551026 0.00168378
internal_weight=0 0.0135893 0.0112363 0.0096667 0.00845598 0.00702829 0.00308866 0.00393963 0.00235258 0.00235297
internal_count=3121 2686 2392 2216 2060 1841 321 1520 1003 294
is_linear=0
shrinkage=0.00858181


Tree=2292
num_leaves=12
num_cat=0
split_feature=43 1 52 0 16 13 0 3 1 4 16
split_gain=5.70507e-05 0.000142993 9.69199e-05 7.12876e-05 0.000134549 0.000127052 0.000122106 0.000136677 0.000125683 0.000222232 5.16172e-05
threshold=-0.40263499999999991 0.13559000000000002 0.11434500000000002 -0.077999999999999986 0.064860000000000015 -0.076384999999999995 -0.10011499999999998 0.12178000000000001 0.094385000000000011 0.25615500000000008 -0.091354999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 -5 -6 7 8 10 -10 -2
right_child=1 -3 -4 4 5 -7 -8 -9 9 -11 -12
leaf_value=-0.0018714235257558365 0.00068682355243333045 0.003157343590698602 -0.0020867517642071767 0.0032044347496373478 0.0019812539800069875 -0.0022411449027878094 -0.0027124285573230248 -0.0021359584134200489 0.0050984252701754915 -0.00030839733832100443 -0.0019155374484583021
leaf_weight=0.0011173557654167157 0.0012437152490315795 0.0010692934002320747 0.0015968060179638978 0.0014334641251560545 0.0010134436587659335 0.0010885628922083779 0.001281652772569382 0.001396407611090833 0.0011130228904675521 0.0011264985022139407 0.0010230742536276342
leaf_count=122 136 182 450 385 64 320 1128 77 84 82 91
internal_value=0 0.000147047 -0.000114298 0.000179515 0.00117713 -0.000205393 -0.000311416 0.000209914 0.000936849 0.00237875 -0.000487705
internal_weight=0 0.0133859 0.0123166 0.0107198 0.00353547 0.00210201 0.00718437 0.00590272 0.00450631 0.00223952 0.00226679
internal_count=3121 2999 2817 2367 769 384 1598 470 393 166 227
is_linear=0
shrinkage=0.00858181


Tree=2293
num_leaves=11
num_cat=0
split_feature=4 12 39 2 49 16 457 15 4 3
split_gain=5.5271e-05 8.6709e-05 8.11537e-05 9.39032e-05 9.60973e-05 0.000102301 0.000188724 0.000109672 9.62455e-05 5.26421e-05
threshold=0.24564500000000003 0.10388500000000002 0.097050000000000011 0.11448000000000001 -0.083629999999999996 -0.094359999999999986 0.083570000000000019 -0.037864999999999989 -0.084369999999999987 -0.10519499999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 -7 -9 -2
right_child=9 -3 -4 -5 5 6 -8 8 -10 -11
leaf_value=-0.0026482931117699591 0.0027001647382001634 -0.002737782555228001 -0.0024980110477095837 0.0025279772663933538 -0.0017648317745679644 -0.0024711796443286816 0.0043864531029189332 -0.00052265784890890036 0.0026742841922640791 0.00019731374344297768
leaf_weight=0.0010923363728264392 0.001076862965579635 0.0010937211482188137 0.0010046837425401476 0.0012693122731987092 0.0015905562105827985 0.0010860276368566965 0.0010209359190697376 0.001777499257644536 0.0013932076789015934 0.0019757604153813153
leaf_count=151 93 283 59 156 286 423 116 451 770 333
internal_value=0 -0.000300474 -4.00097e-05 0.000227547 -0.000139257 0.000259785 0.000869953 2.65556e-05 0.000882078 0.00108024
internal_weight=0 0.0113283 0.0102346 0.00922988 0.00796056 0.00686823 0.00527767 0.00425673 0.00317071 0.00305262
internal_count=3121 2695 2412 2353 2197 2046 1760 1644 1221 426
is_linear=0
shrinkage=0.00910708


Tree=2294
num_leaves=16
num_cat=0
split_feature=14 124 123 4 484 48 0 0 15 0 0 52 47 52 16
split_gain=0.000324278 0.000248725 0.00033162 0.000265842 0.000234708 0.000208305 0.000303171 0.000257062 0.000202369 0.000172889 0.000218619 0.000119636 0.000109537 9.54354e-05 9.03079e-05
threshold=0.054835000000000009 0.0049200000000000008 1.0000000180025095e-35 -0.49405499999999997 -0.0068949999999999992 0.12737000000000001 -0.10607499999999999 0.062580000000000011 -0.08730499999999998 -0.053834999999999994 -0.084269999999999984 -0.07167999999999998 0.078875000000000015 -0.066844999999999988 -0.16075999999999999
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 9 11 10 -8 -6 -13 -12 -10
right_child=-2 -3 -4 4 5 -7 7 -9 14 -11 13 12 -14 -15 -16
leaf_value=-0.00078338969633086656 -0.00086773310106451188 0.00075642329199805648 0.00073051511276304656 -0.00073716127422129992 -0.00026598039299012511 -0.00057034437731491626 -0.00048939309900276928 0.00053446663092560347 0.00042597837469462589 -0.00063135359028302404 0.00053786153943241903 0.00069895895228703868 4.3897084744419256e-05 -4.5880158940918072e-05 0.0010779505578411707
leaf_weight=0.0011624820635831893 0.0010084052733612117 0.0010690344227656584 0.0013350111701195084 0.0010114395107734932 0.0011655024766259459 0.0012503619679237752 0.0018117177785959039 0.0012363861172250551 0.0010169491304524159 0.0018686170833076918 0.0011668536908010646 0.0010979294693315156 0.0013734774468598943 0.0015705015561968405 0.0010143970292775233
leaf_count=139 110 71 220 442 46 58 629 71 73 180 181 86 53 713 49
internal_value=0 3.17903e-05 -1.10519e-05 -7.01684e-05 -1.69664e-05 3.30198e-05 8.96483e-05 -0.000111057 0.000360669 -0.00023542 -7.27822e-05 0.000142346 0.00033491 0.000202952 0.000751555
internal_weight=0 0.0191507 0.0180816 0.0167466 0.0155841 0.0145727 0.0133223 0.00765408 0.00566826 0.00641769 0.00454907 0.00363691 0.00247141 0.00273736 0.00203135
internal_count=3121 3011 2940 2720 2581 2139 2081 1774 307 1703 1523 185 139 894 122
is_linear=0
shrinkage=0.00154607


Tree=2295
num_leaves=11
num_cat=0
split_feature=11 48 0 16 1 15 16 0 16 43
split_gain=6.13155e-05 5.96397e-05 0.000182205 0.000131949 7.33201e-05 0.000102569 0.000141186 9.78499e-05 7.53544e-05 7.09113e-05
threshold=0.081790000000000015 0.016865000000000002 -0.20211999999999997 -0.032969999999999992 0.11323000000000001 -0.0063699999999999989 -0.088394999999999987 -0.083914999999999976 0.22339500000000004 -0.12152999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 -1 -7 -8 -6 -9
right_child=-2 2 3 -5 8 6 7 9 -10 -11
leaf_value=-0.0024743977383455697 -0.0019674825879229469 -0.00099765647626059517 0.0050622610160832851 0.0008245548698680216 0.0027034984124062102 -0.0024857590623606303 0.003116767626195394 0.0016745107889240853 -0.00048873505105816151 -0.0012427203318967719
leaf_weight=0.0018136812689820547 0.0011270674843726078 0.0018710841791627075 0.0010040212379245992 0.0012816769051907781 0.0011468988768239419 0.001333594302211528 0.0010374000606550604 0.0010767623520284808 0.0011198275081067965 0.0015684605904263864
leaf_count=775 175 82 229 269 225 289 238 115 76 648
internal_value=0 0.000159245 0.00102789 0.00268602 -0.000237692 -0.000690425 -4.54061e-05 0.000838323 0.00112644 -5.52345e-05
internal_weight=0 0.0132534 0.00415678 0.0022857 0.00909662 0.0068299 0.00501622 0.00368262 0.00226673 0.00264522
internal_count=3121 2946 580 498 2366 2065 1290 1001 301 763
is_linear=0
shrinkage=0.00875344


Tree=2296
num_leaves=11
num_cat=0
split_feature=484 4 150 12 156 12 3 47 52 0
split_gain=5.53146e-05 7.20117e-05 6.9587e-05 6.15292e-05 7.8101e-05 9.80606e-05 0.000144043 0.000141097 0.000128913 0.000113065
threshold=-1.0000000180025095e-35 0.27044500000000005 0.102565 0.10673000000000001 0.08426500000000002 -0.040564999999999997 0.10542000000000001 0.085270000000000026 0.084960000000000022 -0.082974999999999979
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=-0.0019086753213420715 -0.0015350440863515751 0.0016703516419341855 -0.0022131363545084054 -0.0018387967954262088 -0.0017302192922232329 0.0018179135325829346 0.0037012391748419866 0.0027506447316812772 -0.0029873978076962095 -0.0016412063647871706
leaf_weight=0.0010431814521588171 0.0012895899861382377 0.0019421260294451943 0.0010586630389629861 0.0010805692744446102 0.0011840905723739846 0.0018686526103349312 0.0012309858636365689 0.0014450105794322834 0.0010340688413079738 0.0011088717877024519
leaf_count=515 184 346 143 199 241 301 60 145 621 366
internal_value=0 0.000143829 -0.000118522 9.79911e-05 0.000326435 0.000631714 0.00104954 0.000451324 -0.000376911 0.000529689
internal_weight=0 0.0132426 0.0113005 0.0102418 0.00916127 0.00797718 0.00668759 0.0054566 0.00401159 0.00297752
internal_count=3121 2606 2260 2117 1918 1677 1493 1433 1288 667
is_linear=0
shrinkage=0.00858181


Tree=2297
num_leaves=16
num_cat=0
split_feature=1213 402 124 4 484 1374 160 52 0 4 47 3 42 43 4
split_gain=0.000448808 0.000229502 0.0002509 0.000242621 0.000172824 0.000138226 0.000149832 0.000176386 0.00022879 0.000353815 0.000232372 0.000181409 0.000161738 0.000132756 5.11398e-05
threshold=-1.0000000180025095e-35 0.073745000000000019 0.0049200000000000008 -0.49013999999999996 -0.0068949999999999992 -0.08070999999999999 -0.098904999999999979 0.083680000000000018 -0.026509999999999995 -0.033174999999999989 0.081320000000000017 0.090900000000000009 0.088200000000000014 -0.04890499999999999 -0.083854999999999985
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 8 9 -8 11 12 -11 -12 -9
right_child=1 -3 -4 4 5 6 7 14 -10 10 13 -13 -14 -15 -16
leaf_value=-0.0010360901236414061 -0.00070844649042062192 0.00079412708238628415 0.00078439997732695609 -0.00055848340714950262 -0.00047055106928928654 -0.00046775826987871717 -0.00068138124682373701 0.00085712157290485569 0.00071618351817921472 -0.00024467906346991686 0.00023902582889749057 0.00079594192436619555 0.00055664688887190452 -0.00046445233033177232 0.00034593478973495213
leaf_weight=0.0010156708927422193 0.0012572984091473649 0.0010451606006696519 0.0010426022289361713 0.001207169518483848 0.0011083557026085886 0.0010323084073707344 0.0016436433404964307 0.0010225129765939478 0.0012949711382483969 0.0014342647904819769 0.0011080825759327874 0.0016816402485186899 0.0011944249189682343 0.0018577224765392586 0.001003097537687265
leaf_count=491 156 254 69 408 57 301 301 102 122 305 44 110 127 70 204
internal_value=0 6.14719e-05 1.86645e-05 -2.87285e-05 2.60956e-05 7.51663e-05 0.000120737 0.000170369 8.43831e-05 -7.34151e-06 0.000144921 0.000383364 0.000119428 -0.000201619 0.000603978
internal_weight=0 0.0189333 0.0178881 0.0168455 0.0155882 0.014381 0.0132727 0.0122404 0.0102147 0.00891978 0.00727614 0.00431033 0.00262869 0.00296581 0.00202561
internal_count=3121 2630 2376 2307 2151 1743 1686 1385 1079 957 656 542 432 114 306
is_linear=0
shrinkage=0.00160853


Tree=2298
num_leaves=11
num_cat=0
split_feature=11 3 124 0 13 42 0 151 16 15
split_gain=5.26471e-05 6.6668e-05 8.15808e-05 9.65291e-05 0.000176525 0.000116458 0.000123601 8.63586e-05 8.99316e-05 0.000146534
threshold=0.081790000000000015 -0.12018999999999998 -0.043384999999999993 -0.053834999999999994 -0.089109999999999981 0.091295000000000015 -0.082974999999999979 -0.0083949999999999979 -0.15241499999999997 -0.092489999999999989
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 7 -4 -9 -10
right_child=-2 2 3 4 -6 -7 -8 8 9 -11
leaf_value=0.0019903672394044479 -0.0021388380811127911 0.0024398881516588906 -0.0017604568028231501 0.0010131800980198982 -0.0046440635751186605 0.0032526366870245156 -0.0036836564360119678 0.003363304950315095 -0.002742637837182006 0.0019920072658318575
leaf_weight=0.0018336527052793495 0.0011214216531523777 0.0011758113253188705 0.001648101239007117 0.0010133718689574467 0.0013571894858394684 0.0010865657435308396 0.0010046950186536063 0.0012115672544541984 0.0011765671718130793 0.0016544019641310985
leaf_count=180 175 251 283 44 232 482 588 155 180 551
internal_value=0 0.000176094 -0.000117573 -0.000413767 -0.00222569 0.000138192 -0.000367242 0.000218278 0.00102499 2.42613e-05
internal_weight=0 0.0131619 0.0113283 0.0101525 0.00237056 0.0077819 0.00669533 0.00569064 0.00404254 0.00283097
internal_count=3121 2946 2766 2515 276 2239 1757 1169 886 731
is_linear=0
shrinkage=0.0102561


Tree=2299
num_leaves=15
num_cat=0
split_feature=124 47 123 4 50 52 0 4 0 42 1 3 1 1
split_gain=0.000129828 0.000233734 0.000178897 0.000252317 0.00019604 0.00017344 0.000282742 0.000220475 0.000164783 0.000150762 0.000170407 0.000232258 0.000157189 0.000127095
threshold=1.0000000180025095e-35 0.13148500000000005 1.0000000180025095e-35 -0.49405499999999997 0.088425000000000017 0.11434500000000002 -0.010949999999999998 0.24564500000000003 -0.15202999999999997 0.091295000000000015 0.11181500000000001 0.090900000000000009 1.0000000180025095e-35 0.086560000000000012
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 10 11 12 -5 -14
right_child=-2 -3 -4 4 -6 -7 -8 8 -10 -11 -12 -13 13 -15
leaf_value=-0.00071363153765101816 0.00048783860406073978 -0.0006984504102864979 0.0005247868724212835 -0.00067692874149677287 -0.00048766412357320133 -0.0004419278610294662 0.00070055586019082271 8.1269232638607404e-05 0.00084509246860735949 0.00040801896444720814 -0.00064734508807510799 0.00035940166058107787 0.00034157766001961158 -0.00031781837552662958
leaf_weight=0.0010367488581250446 0.0010416195325477764 0.0010094599890806957 0.0012691507659036349 0.0012243440341654609 0.0014207288836929838 0.0012171701531306133 0.001514014462148436 0.0012789137892219582 0.0010486923012548175 0.0011299664603838452 0.0011856058526564794 0.0018692268775808429 0.001000904052651963 0.0014753345891523328
leaf_count=139 78 57 217 904 486 286 110 68 107 301 72 57 81 158
internal_value=0 -3.10647e-05 9.34726e-06 -3.31268e-05 1.59868e-05 7.12667e-05 0.000124532 3.91401e-05 0.000425406 -7.48779e-05 -0.000155651 -5.09878e-05 -0.000258282 -5.12883e-05
internal_weight=0 0.0176803 0.0166708 0.0154017 0.0143649 0.0129442 0.011727 0.010213 0.00232761 0.00788538 0.00675542 0.00556981 0.00370058 0.00247624
internal_count=3121 3043 2986 2769 2630 2144 1858 1748 175 1573 1272 1200 1143 239
is_linear=0
shrinkage=0.00142833


Tree=2300
num_leaves=17
num_cat=0
split_feature=14 1213 474 14 124 4 48 2 0 13 15 52 43 4 42 16
split_gain=0.000542049 0.000381896 0.000213574 0.000246347 0.000236632 0.000301463 0.000243427 0.000326664 0.00029819 0.000240346 0.000207958 0.000255244 0.000260986 0.000325127 0.000177706 7.36752e-05
threshold=0.076175000000000007 -1.0000000180025095e-35 0.084660000000000027 -0.10708499999999999 -0.043384999999999993 -0.51843499999999987 0.12737000000000001 0.099515000000000006 -0.17169499999999996 -0.089109999999999981 -0.095869999999999983 -0.088204999999999992 -0.0037449999999999996 0.0061450000000000003 0.08623500000000002 -0.11118499999999999
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 10 -9 -10 15 -12 14 -14 -13 -7
right_child=-2 2 -4 4 5 6 -8 8 9 -11 11 12 13 -15 -16 -17
leaf_value=-0.00089605310587118786 -0.0011470209124096746 -0.00057097378319272097 0.00064879264242490378 0.00075264750537773571 -0.00076162710029145533 -0.00012728036942622698 -0.00051915966074229296 0.0011819670156716963 0.00066449285017585748 -0.00029675392233104777 -0.00036014692585524733 -0.00052630294307012284 0.00016667129951757436 0.0012347339667379753 0.00038541255092221168 -0.00071431282427556766
leaf_weight=0.001048751005486597 0.0010184807770702844 0.001536931892700418 0.0015182167697241197 0.0012364574140389653 0.0010956775451087504 0.001030248934101155 0.0014371916094921564 0.0012496858794124321 0.0014875533667590285 0.0011446372886444395 0.0018925449668436307 0.0011335947292277259 0.0016393420270152566 0.0012486535452891981 0.0010012778319336644 0.0010986839073935791
leaf_count=477 101 94 324 198 48 84 74 63 82 354 191 333 224 44 312 118
internal_value=0 3.12671e-05 8.05073e-05 3.31863e-05 8.88031e-05 3.57071e-05 9.65298e-05 0.000164985 0.000547642 0.000246484 7.46134e-07 0.000133424 0.000319395 0.000628459 -9.86987e-05 -0.000430232
internal_weight=0 0.0207994 0.0197507 0.0182325 0.0166955 0.0154591 0.0143634 0.0129262 0.00388188 0.00263219 0.00904435 0.00691541 0.00502287 0.002888 0.00213487 0.00212893
internal_count=3121 3020 2543 2219 2125 1927 1879 1805 499 436 1306 1104 913 268 645 202
is_linear=0
shrinkage=0.00157699


Tree=2301
num_leaves=17
num_cat=0
split_feature=1213 124 402 4 47 47 50 52 474 51 15 457 160 48 52 13
split_gain=0.000620778 0.000263726 0.00025926 0.000248449 0.000205607 0.000278261 0.000208613 0.00018778 0.000198156 0.000201296 0.000154397 0.000268537 0.000356289 0.000195456 0.000147071 0.000245786
threshold=-1.0000000180025095e-35 0.10195500000000002 0.073745000000000019 -0.49013999999999996 0.13148500000000005 0.10980000000000002 0.088425000000000017 -0.24164999999999998 0.085860000000000006 -0.031924999999999995 -0.095869999999999983 0.088350000000000026 0.086075000000000013 0.085485000000000019 0.098380000000000009 -0.0030199999999999997
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 7 -5 9 -9 13 12 14 -11 15 -12
right_child=1 -3 -4 4 -6 -7 -8 8 -10 10 11 -13 -14 -15 -16 -17
leaf_value=-0.0012329249079637142 -0.00072425627927913373 0.00089528600296598468 0.00079927984712062198 -0.00060596020021116558 -0.00073436467007421686 0.00091565618692739971 -0.00066083944600058833 -0.00065943860504860717 0.00082454741601745737 0.00023370854611197867 0.00086587538541110787 0.00090933765904033118 -0.00082095467729832576 -0.00063111470915136654 -0.00028532493408551108 1.407731368634331e-05
leaf_weight=0.0011606081480310141 0.0014363481205540802 0.001022397935740992 0.0011314688487291903 0.00112104419637529 0.0010043070978980042 0.0010400097080431247 0.0012645493260138767 0.0010376601613824961 0.0010734676919872546 0.0015343588820377393 0.0019625804424056245 0.0014884368754727179 0.0010178397772711012 0.0015116885795738305 0.0010353440409258535 0.001985775221915842
leaf_count=491 156 42 254 184 48 96 387 156 141 178 312 82 106 133 222 133
internal_value=0 5.00496e-05 6.06009e-06 -4.24185e-05 1.49308e-05 6.17505e-05 2.67482e-06 6.36157e-05 0.000122967 5.78949e-05 0.000128543 0.000260319 9.9357e-05 -0.000195485 0.000287316 0.000437474
internal_weight=0 0.0206673 0.0196449 0.0185134 0.0170771 0.0160728 0.0150327 0.0137682 0.0126472 0.0115737 0.010536 0.00748998 0.00600154 0.00304605 0.0049837 0.00394836
internal_count=3121 2630 2588 2334 2178 2130 2034 1647 1463 1322 1166 855 773 311 667 445
is_linear=0
shrinkage=0.00170698


Tree=2302
num_leaves=16
num_cat=0
split_feature=14 124 123 484 4 48 0 0 49 15 13 3 4 52 47
split_gain=0.000279229 0.000211715 0.00030024 0.000314691 0.000287363 0.000258087 0.00024352 0.000232423 0.000201142 0.000182107 0.000103333 0.000171383 0.000233081 9.73005e-05 0.000128727
threshold=0.054835000000000009 0.08919500000000001 1.0000000180025095e-35 -0.0068949999999999992 -0.49405499999999997 0.12737000000000001 -0.10607499999999999 0.062580000000000011 -0.066894999999999982 -0.08730499999999998 -0.095304999999999987 -0.083924999999999986 0.053180000000000012 -0.07167999999999998 0.078875000000000015
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 9 8 -8 13 -10 -12 -13 -6 -15
right_child=-2 -3 -4 4 5 -7 7 -9 10 -11 11 12 -14 14 -16
leaf_value=-0.00081511310280376638 -0.00075768658035871728 0.00067310314248538112 0.00064156444576641647 -0.00071321621471206065 -0.00020122235181000916 -0.00058772827316543898 -0.00074887673082541829 0.0004781733951339692 0.00028341453928740397 0.00069520400325639845 0.00013754291501606885 -0.00088616235330031881 5.6197752867545478e-05 0.00067711898495485985 1.3777729574708146e-05
leaf_weight=0.0011163612269314864 0.0010307175723011089 0.0010006333591008878 0.001369915926144826 0.0011615263667424892 0.0011913853001574992 0.001275100941097341 0.0010955536013980147 0.0013824620880805161 0.0013584297071626396 0.001912923548500531 0.0019446470554759692 0.0012131041675631513 0.0010301804156856026 0.0011037665445420286 0.0014195081143313359
leaf_count=464 110 60 227 117 46 58 113 71 97 122 623 746 126 88 53
internal_value=0 2.03154e-05 -1.48505e-05 -6.71165e-05 -1.52142e-05 3.90998e-05 9.76459e-05 -6.53035e-05 -0.000178424 0.000329996 -6.57444e-05 -0.000179 -0.000453404 0.000141926 0.000303946
internal_weight=0 0.0195755 0.0185749 0.0172049 0.0160886 0.0149271 0.013652 0.00802438 0.00664191 0.00562758 0.00554636 0.00418793 0.00224328 0.00371466 0.00252327
internal_count=3121 3011 2951 2724 2260 2143 2085 1776 1705 309 1592 1495 872 187 141
is_linear=0
shrinkage=0.00145689


Tree=2303
num_leaves=16
num_cat=0
split_feature=14 124 123 4 484 160 12 151 133 13 12 0 0 4 3
split_gain=0.00032913 0.000204249 0.000271839 0.000244006 0.000254352 0.000292776 0.000302171 0.000180487 0.000177997 0.000242348 0.000208027 0.000126333 0.00024974 0.000205953 0.00014888
threshold=0.062655000000000016 0.0049200000000000008 1.0000000180025095e-35 -0.49405499999999997 0.084040000000000017 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.090369999999999992 -1.0000000180025095e-35 -0.084034999999999985 0.092255000000000018 -0.053834999999999994 -0.077999999999999986 0.0061450000000000003 0.090900000000000009
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 -10 12 13 -11 -15
right_child=-2 -3 -4 4 -6 6 7 8 9 11 -12 -13 -14 14 -16
leaf_value=-0.0008028599219608982 -0.00092481840679874236 0.00074309628582259687 0.00070829847386552885 -0.00075238058190194338 0.00054940010011722247 -0.00083880907038437209 -0.0005700976246061025 -0.0004392739853182061 0.0011196364732848757 -0.00057418375273914123 0.00013329144002719492 -0.000431843911801264 0.00083876037021907276 -0.00015416610397554458 0.00059204921894824244
leaf_weight=0.001126001860237434 0.0010199715522229416 0.001028070945978731 0.00131935354335378 0.0015887577479366021 0.0019068960673727592 0.0010631200632903676 0.0010501875302622041 0.0012314711738465054 0.0012922619952771284 0.0012560512114589634 0.0010378967724535837 0.0011429346131863732 0.0011699936247025408 0.0014276575444163928 0.0014514331876736009
leaf_count=139 104 71 220 536 310 111 82 615 153 232 51 136 246 65 50
internal_value=0 3.17572e-05 -8.72696e-06 -6.52232e-05 -1.20445e-05 -9.01246e-05 -3.33389e-06 7.69753e-05 0.000144864 0.000226811 0.0006803 6.29327e-05 0.000169527 -1.98254e-05 0.000222023
internal_weight=0 0.0190921 0.018064 0.0167447 0.0156187 0.0137118 0.012123 0.0110599 0.0100097 0.00877823 0.00233016 0.00644807 0.00530514 0.00413514 0.00287909
internal_count=3121 3017 2946 2726 2587 2277 1741 1630 1548 933 204 729 593 347 115
is_linear=0
shrinkage=0.0016407


Tree=2304
num_leaves=11
num_cat=0
split_feature=1 14 2 457 52 13 15 12 52 16
split_gain=5.46901e-05 0.000111131 8.50382e-05 0.000122969 0.000146777 0.000204384 0.000150787 0.000250416 0.000190197 0.000114845
threshold=0.14000500000000002 -1.0000000180025095e-35 0.10912000000000001 0.087995000000000004 0.10160000000000001 0.0076650000000000008 -0.055554999999999993 0.09202500000000001 -0.0064899999999999992 -0.013324999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 8 -8 -4
right_child=-2 2 9 -5 -6 -7 7 -9 -10 -11
leaf_value=-0.0020523841039804961 0.0015244250555358251 -0.0011207072139698842 -5.5388005471323073e-05 0.0020068237870166259 -0.0028555701318009061 -0.002641836215340026 -0.0020763683404133627 0.0041499693796780354 0.0018625403301301075 0.0026550892383213464
leaf_weight=0.0013433374751535979 0.0010679103012060905 0.0019831894334709187 0.0018680707102065389 0.0010425518497994913 0.0011806673955759069 0.0013319727977962603 0.0011171045731901449 0.0010688640934511176 0.0013320968755666956 0.0013238123465982897
leaf_count=122 124 541 255 119 425 269 334 198 524 210
internal_value=0 -0.000130157 8.06639e-05 -0.000267585 -0.00056347 -0.000167434 0.000431673 0.00130677 6.59658e-05 0.00106876
internal_weight=0 0.0135917 0.0122483 0.00905645 0.0080139 0.00683323 0.00550125 0.00351807 0.0024492 0.00319188
internal_count=3121 2997 2875 2410 2291 1866 1597 1056 858 465
is_linear=0
shrinkage=0.00704007


Tree=2305
num_leaves=17
num_cat=0
split_feature=14 124 123 4 157 160 12 484 13 48 15 12 151 1 16 42
split_gain=0.000448006 0.000324002 0.000405012 0.000280109 0.000253088 0.000323481 0.000327905 0.000285296 0.000266013 0.000266423 0.00018627 0.00019771 0.000363425 0.000378735 0.000234733 0.00011561
threshold=0.062655000000000016 0.10281000000000001 1.0000000180025095e-35 -0.49405499999999997 -0.077384999999999995 -1.0000000180025095e-35 -1.0000000180025095e-35 0.079595000000000013 -0.23438999999999996 0.12649500000000002 0.091650000000000023 0.092355000000000007 -0.0083949999999999979 0.10060500000000001 -0.088909999999999989 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 -1 -5 7 -7 -6 -8 10 11 12 -10 14 -14 -13
right_child=-2 -3 -4 4 5 6 8 -9 9 -11 -12 15 13 -15 -16 -17
leaf_value=-0.00088979392136254111 -0.0011240671072716053 0.00098588944137689379 0.00085493787807852466 0.00059450692403639207 -0.0013722576048868251 -0.00089775186748446774 0.00092057216483188537 -8.6388074279716005e-05 -0.00031514098555243013 -0.00082179745139893037 -0.00047892319141772165 0.0001783287228673639 -0.00023633819109855655 0.001503210065058955 0.00073949251886324795 -0.00059852840075227877
leaf_weight=0.0011664876553702476 0.0010100095248287136 0.0010046919486717534 0.0014575880826026453 0.0017238306044295134 0.0010106265648061946 0.0010695991433931863 0.0010244329399269328 0.0010004583399894074 0.0016078439360163203 0.0010150587074946879 0.0013807537603266759 0.0010656984191267415 0.0012465265844527618 0.001091790935874748 0.0016948530191723647 0.0011720613642427144
leaf_count=140 104 39 236 311 428 123 64 176 127 41 304 201 217 48 418 144
internal_value=0 4.15272e-05 -9.13555e-06 -8.20633e-05 -2.35539e-05 -9.76467e-05 5.58977e-06 -0.000732574 9.11028e-05 8.40013e-06 9.9409e-05 0.000200762 0.000371072 0.000644634 0.000325945 -0.000228562
internal_weight=0 0.0197323 0.0187276 0.01727 0.0161035 0.0143797 0.0123686 0.00201108 0.011299 0.0102746 0.00925953 0.00787877 0.00564101 0.00403317 0.00294138 0.00223776
internal_count=3121 3017 2978 2742 2602 2291 1687 604 1564 1500 1459 1155 810 683 635 345
is_linear=0
shrinkage=0.00170698


Tree=2306
num_leaves=11
num_cat=0
split_feature=133 0 4 157 12 13 12 2 2 4
split_gain=5.91635e-05 0.000104349 9.41593e-05 0.000178478 9.42631e-05 9.38722e-05 9.29781e-05 8.27964e-05 0.000138459 0.000150109
threshold=0.10622000000000002 -1.0000000180025095e-35 -0.064804999999999988 -0.06266999999999999 0.08401500000000002 -0.091054999999999983 0.082850000000000021 0.11215000000000001 0.089885000000000007 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 -5 -3 8 9 -7
right_child=-2 6 3 5 -6 7 -8 -9 -10 -11
leaf_value=-0.0034681111531695862 -0.0018697555691046688 0.0034737041104618885 0.0032846428996835385 0.0012986710253801541 -5.2993938301495589e-05 -0.0035690690464216632 0.00029028111044352377 -0.0021931912618670473 0.0017149911362617401 0.00015814762116156864
leaf_weight=0.0010017618368702306 0.0010020230761842884 0.0010022437758119918 0.0010153486084695613 0.0019136833934208465 0.0010307586492983231 0.0010547824176140906 0.0013582333209614106 0.001713629991603495 0.001617807136733259 0.0019073988159505478
leaf_count=147 435 159 345 253 612 377 135 245 302 111
internal_value=0 0.000126361 -0.000191492 0.000148934 -0.00173619 -0.000238993 0.00164194 -0.000706547 -0.00015031 -0.00116905
internal_weight=0 0.0136156 0.0112552 0.00922265 0.00203252 0.0082073 0.00236048 0.00629362 0.00457999 0.00296218
internal_count=3121 2686 2392 1633 759 1288 294 1035 790 488
is_linear=0
shrinkage=0.00792826


Tree=2307
num_leaves=16
num_cat=0
split_feature=14 484 43 40 133 13 160 2 50 2 48 42 15 484 4
split_gain=0.000278037 0.000161139 0.000198342 0.000254713 0.000165594 0.000192717 0.000167175 0.000150412 0.000147648 0.000179127 0.000217908 0.000160752 0.00015215 0.000124207 0.000110712
threshold=0.023790000000000002 0.085515000000000022 0.16180500000000003 -0.074429999999999982 0.095000000000000015 -0.099939999999999987 -0.082299999999999984 0.10045500000000002 0.10030500000000002 0.11215000000000001 0.092475000000000016 0.090310000000000015 -0.094549999999999981 0.095930000000000015 0.0082450000000000006
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 -5 9 10 11 12 -8 -3 -14
right_child=-2 13 -4 4 -6 6 8 -9 -10 -11 -12 -13 14 -15 -16
leaf_value=0.00063461352655030522 -0.00079176528788508951 0.00079577967642154132 -0.00063431968641871066 -2.2886025716815437e-05 -0.00058752649296772166 -0.0006645024717442683 8.9450733501759866e-05 0.00073863945335009805 0.00047954021822496661 -0.00058001780492428873 0.00064117773201386558 0.00037006179162770011 -0.00074575078254795286 5.1513114847327943e-05 -0.00011854288148549558
leaf_weight=0.0014078141291013488 0.0010107126294963123 0.0010320228442211024 0.0011433594690051221 0.0010863359656178547 0.0011703569041568518 0.0010178082066967251 0.0018918000944254153 0.001319906124122916 0.0011970005570210033 0.0014200210645519684 0.0010662140903918704 0.0012793221355877279 0.0014925712986888946 0.0010286354086292415 0.001140781895074802
leaf_count=204 113 139 200 64 453 292 111 108 127 167 81 153 648 191 70
internal_value=0 2.44396e-05 -2.50929e-05 1.9876e-05 -4.15804e-05 7.9056e-06 -8.07192e-05 0.000394837 -1.8093e-05 -8.99406e-05 1.13476e-05 -0.000104345 -0.000238466 0.000424258 -0.000474041
internal_weight=0 0.018694 0.0166333 0.0154899 0.0140821 0.0129118 0.0105055 0.00240624 0.00948771 0.00829071 0.00687069 0.00580448 0.00452515 0.00206066 0.00263335
internal_count=3121 3008 2678 2478 2274 1821 1649 172 1357 1230 1063 982 829 330 718
is_linear=0
shrinkage=0.00151575


Tree=2308
num_leaves=14
num_cat=0
split_feature=14 124 123 4 484 160 52 50 43 43 160 2 3
split_gain=0.000315588 0.000209353 0.000281632 0.000207266 0.000228679 0.000281918 0.000246064 0.00014175 0.000171738 0.000151645 0.000113937 0.000264895 0.000264336
threshold=0.054835000000000009 0.0049200000000000008 1.0000000180025095e-35 -0.49405499999999997 0.085130000000000011 -1.0000000180025095e-35 -0.24164999999999998 0.10030500000000002 -0.14968999999999996 -0.00045499999999999995 0.086870000000000017 0.10803500000000001 0.076840000000000006
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 -8 -10 11 12 -11
right_child=-2 -3 -4 4 -6 6 7 -9 9 10 -12 -13 -14
leaf_value=-0.00079738559659891996 -0.0009358100495964021 0.00078471324175136364 0.0007556080414330953 -0.00075565330811686385 0.00057010864145442327 -0.00075683898251942944 0.00049571257735227779 0.00068312528890547889 -0.00055743214270144589 8.8735145505352894e-05 -0.00034079357929856516 -0.00035612614552251538 0.001175813849138988
leaf_weight=0.0010600051029192722 0.0010233895196192768 0.0010328467013858136 0.0013084707458139297 0.0016358773370275014 0.0017162605378860185 0.0011299771794922421 0.0017768842471674864 0.0010288582651923903 0.001618842205097476 0.0017287775374777107 0.0017468794651656072 0.0017062373949714438 0.0010461909696719562
leaf_count=139 110 71 220 551 295 232 135 131 668 311 78 134 46
internal_value=0 3.7919e-05 -6.14842e-06 -6.76951e-05 -1.65893e-05 -9.16293e-05 5.6232e-07 8.09033e-05 1.65212e-05 -9.19884e-05 2.89926e-05 0.000173144 0.000498575
internal_weight=0 0.0185361 0.0175033 0.0161948 0.0151348 0.0134185 0.0117826 0.0106527 0.00962381 0.00784693 0.00622809 0.00448121 0.00277497
internal_count=3121 3011 2940 2720 2581 2286 1735 1503 1372 1237 569 491 357
is_linear=0
shrinkage=0.00170698


Tree=2309
num_leaves=18
num_cat=0
split_feature=1213 11 14 13 132 52 13 2 43 16 1 52 2 2 49 0 47
split_gain=0.000434031 0.000267469 0.000280146 0.000260559 0.000376445 0.000321978 0.00024749 0.000234069 0.000210456 0.000338132 0.000599883 0.000161583 0.000173946 0.00035271 0.000318974 0.000506571 8.79222e-05
threshold=-1.0000000180025095e-35 0.088215000000000002 0.062655000000000016 -0.084034999999999985 0.080640000000000017 0.11434500000000002 -0.49353499999999995 0.094095000000000012 -0.45785999999999999 0.061255000000000011 0.12873500000000002 -0.081429999999999989 0.11928500000000002 0.11215000000000001 -0.069799999999999987 -0.14649999999999996 0.091680000000000011
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 8 6 -2 -8 -5 11 -11 -10 13 14 -13 -16 -17
right_child=1 -3 -4 4 -6 -7 7 -9 9 10 -12 12 -14 -15 15 16 -18
leaf_value=-0.0010993783460511387 -0.00011289238393806725 -0.00077027535265526768 -0.00086249733779052227 0.00069836075877078684 0.00098242129728913496 -0.00048647355744521078 0.000417307071463941 0.0013213901876626543 0.00061638147120535614 -0.0016007338943008797 6.8128565059561515e-05 -0.00088620014678098056 0.00049559472703677586 -0.0011310116155721383 0.0010172997586377376 -0.00075183074897057847 1.9486014057390654e-05
leaf_weight=0.001229818200336733 0.0011556120658668956 0.0013453121023251904 0.0010244292829313375 0.0010179798792249147 0.0011852368492635832 0.0010484614820028548 0.0019952093807816497 0.0019169712874017378 0.0012681778396919094 0.0013894092254910168 0.0015620168813118285 0.0010894053973684592 0.0013692689826725474 0.0011973430185753253 0.0016352224130251605 0.0010095827645993302 0.0010085585928927693
leaf_count=491 52 112 79 65 180 124 365 143 137 342 39 53 109 55 73 636 66
internal_value=0 2.82552e-05 7.97226e-05 0.000128353 -1.29305e-05 0.000445562 0.000638389 0.000860308 -0.000106955 -0.000178063 -0.000717503 7.55139e-06 -9.80806e-05 -0.00023493 -8.70851e-06 0.000252953 -0.000366368
internal_weight=0 0.0222182 0.0208729 0.0198485 0.0137322 0.00611625 0.00506779 0.00391218 0.012547 0.011529 0.00295143 0.00857756 0.00730938 0.00594011 0.00474277 0.00365336 0.00201814
internal_count=3121 2630 2518 2439 1755 684 560 508 1575 1510 381 1129 992 883 828 775 702
is_linear=0
shrinkage=0.00184769


Tree=2310
num_leaves=18
num_cat=0
split_feature=1213 124 123 484 4 39 13 48 132 457 3 13 4 52 2 16 15
split_gain=0.000430406 0.000262077 0.00022444 0.000279008 0.000284709 0.000209823 0.00024965 0.000304457 0.000224006 0.00020636 0.00025888 0.000223481 0.000176176 0.000262155 0.000307445 0.000232414 9.32859e-05
threshold=-1.0000000180025095e-35 0.10281000000000001 0.085110000000000005 -0.0068949999999999992 -0.49405499999999997 0.097050000000000011 -0.23438999999999996 0.12737000000000001 0.079970000000000013 0.082380000000000009 0.090900000000000009 -0.094514999999999988 0.053180000000000012 0.077655000000000016 0.091055000000000011 -0.4179199999999999 -0.11033999999999998
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 -6 8 9 11 -11 -8 13 14 -13 -14 -17
right_child=1 -3 -4 4 5 -7 7 -9 -10 10 -12 12 15 -15 -16 16 -18
leaf_value=-0.00091834992567349288 -0.00074449788985393348 0.00079750234924033409 0.00061962380505996327 -0.0007016055287450549 0.00071770053495241715 -0.00059366155615099862 0.00047528865070153517 -0.00074186671761020909 0.00072038161594380732 -7.9793245391263516e-05 0.00094346301830301423 -0.0010910098979445781 -0.0005411413895673664 0.00020583101474242317 -8.6638661859743233e-05 -2.8764546030385492e-05 0.00056967440536995954
leaf_weight=0.0011983526944322536 0.0012775233837168483 0.0010226774385391204 0.0012906032268919501 0.0012721271581671882 0.0014359373354706434 0.0011051061974451373 0.001538144469428889 0.0010951425668513379 0.0012825743223482408 0.0011464628915408568 0.0012198004473447099 0.0016130730145647604 0.0010276695622547516 0.0012582335027707045 0.0013284882112309521 0.0010444224578147754 0.0015417424827088161
leaf_count=491 472 39 179 126 107 86 83 44 160 98 44 390 83 447 152 35 85
internal_value=0 3.36841e-05 -4.46301e-06 -4.64431e-05 3.35227e-06 5.72566e-05 0.000103571 4.1009e-05 0.000106957 3.98155e-05 0.000447692 -6.33887e-05 -0.000169429 -0.000384779 -0.000637409 8.08378e-05 0.000327995
internal_weight=0 0.0214997 0.0204771 0.0191864 0.0179089 0.0166368 0.0155317 0.0140958 0.0130006 0.011718 0.00236626 0.00935177 0.00781363 0.00419979 0.00294156 0.00361383 0.00258616
internal_count=3121 2630 2591 2412 1940 1814 1728 1621 1577 1417 142 1275 1192 989 542 203 120
is_linear=0
shrinkage=0.00154607


Tree=2311
num_leaves=11
num_cat=0
split_feature=41 484 1 12 52 0 15 3 4 12
split_gain=5.23176e-05 7.6662e-05 7.65035e-05 9.27589e-05 0.000101866 0.000111336 0.000115775 8.37751e-05 0.000122548 6.13312e-05
threshold=0.078065000000000009 0.085515000000000022 0.104035 0.098810000000000023 0.091275000000000009 -0.082974999999999979 -1.0000000180025095e-35 0.11296500000000002 0.056795000000000005 0.087215000000000015
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 9 -9 -4
right_child=-2 -3 7 -5 -6 -7 -8 8 -10 -11
leaf_value=-0.001488279856652181 -0.0020355867843425044 0.0021219752584868278 0.0032610539955417062 -0.0033026847591853792 0.0018895785116301346 -0.0031924371558139158 0.0022007191053630909 0.0016095811905374668 -0.0028049030967851061 0.00050511728673525817
leaf_weight=0.0018912043057176314 0.0010718615777363669 0.0015513995593489484 0.0013957560164469729 0.0010831412013469072 0.0014583978334558913 0.0014176666581352656 0.0012811419794498879 0.0011261352047886586 0.0011321052347212923 0.0015083700150222423
leaf_count=448 154 330 213 314 386 600 324 73 102 177
internal_value=0 0.000137245 -0.000113213 -0.000749141 -0.000291856 -0.000984969 1.51067e-06 0.000765289 -0.000603496 0.00182965
internal_weight=0 0.0138453 0.0122939 0.00713155 0.00604841 0.00459001 0.00317235 0.00516237 0.00225824 0.00290413
internal_count=3121 2967 2637 2072 1758 1372 772 565 175 390
is_linear=0
shrinkage=0.00947501


Tree=2312
num_leaves=12
num_cat=0
split_feature=4 151 160 133 13 0 15 2 16 52 3
split_gain=5.48916e-05 6.61465e-05 0.000100236 0.000158346 0.000147028 0.000131176 0.000165989 0.000117131 0.000132471 8.54411e-05 5.73537e-05
threshold=0.27287000000000006 -0.086769999999999986 -0.082869999999999985 -0.0061299999999999992 -0.0030199999999999997 -0.019414999999999998 1.0000000180025095e-35 0.10381000000000001 -0.076669999999999988 -1.0000000180025095e-35 0.10893000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 7 6 9 8 -5 -6 -2
right_child=10 2 3 4 5 -7 -8 -9 -10 -11 -12
leaf_value=0.0018967618888999489 0.0024564979356920605 -0.0026620643194768612 -0.0029808844414817002 0.0051583591831666819 -0.0016207494906157022 0.0016225082587757265 -0.0042985501193649779 -0.00052496859936161883 0.0010502845775029221 0.001679406884368534 -0.00033277352728032093
leaf_weight=0.0010166514489503313 0.0012840648120889938 0.0013623072536025878 0.001304372306657634 0.0010005296854405541 0.0014934891723616152 0.0013584493709524114 0.0011604234218199685 0.0013294630217662844 0.0015078979462654386 0.0010060267685681051 0.0010084860148620312
leaf_count=232 233 478 668 225 130 136 190 187 461 62 119
internal_value=0 -0.000243595 -0.000432435 -0.000133494 0.000285876 -0.000700441 -0.00156264 0.00157558 0.00268886 -0.000292474 0.00122951
internal_weight=0 0.0125396 0.011523 0.0101607 0.00885628 0.00501839 0.00365994 0.00383789 0.00250843 0.00249952 0.00229255
internal_count=3121 2769 2537 2059 1391 518 382 873 686 192 352
is_linear=0
shrinkage=0.00875344


Tree=2313
num_leaves=16
num_cat=0
split_feature=14 124 123 4 484 160 12 151 133 13 12 4 52 160 15
split_gain=0.000391132 0.000255254 0.000247061 0.000295745 0.000274849 0.000318422 0.000256536 0.00019503 0.000215511 0.000230543 0.000179435 0.000151806 0.000228933 0.000103116 7.00081e-05
threshold=0.062655000000000016 0.0049200000000000008 1.0000000180025095e-35 -0.49405499999999997 0.084040000000000017 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.090369999999999992 -1.0000000180025095e-35 -0.076599999999999988 0.092255000000000018 0.0061450000000000003 -1.0000000180025095e-35 0.081905000000000019 -0.10091499999999999
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 -10 12 -11 14 -13
right_child=-2 -3 -4 4 -6 6 7 8 9 11 -12 13 -14 -15 -16
leaf_value=-0.00082210630184200383 -0.00095958663904902541 0.00077404777999611147 0.00064854977430151429 -0.00074159984096540009 0.00053882319193525015 -0.00074413668108348644 -0.0005683108244588272 -0.0004694155849480113 0.00091365338081553986 -0.00071450089048189121 0.00010222536783042007 0.00033006623595366818 0.0002251137959067806 0.00064591651819020587 -0.00019154681308581497
leaf_weight=0.0011412633194888477 0.0010042159487622096 0.001042928327264935 0.0012561172376187547 0.001559228864089387 0.0019332237859046872 0.0010122957254614937 0.00103986019293112 0.0012356835251879751 0.0016509054445228719 0.0012323117696220352 0.0010759922373602404 0.001279264072284958 0.001247051868686181 0.0011151289500294925 0.0011845556709309119
leaf_count=139 104 71 220 536 310 111 82 615 227 164 78 46 289 46 83
internal_value=0 3.04616e-05 -1.27111e-05 -6.24288e-05 -6.7292e-06 -8.40952e-05 8.21226e-07 6.90008e-05 0.000135134 0.000220167 0.000593476 5.21374e-05 -0.0002419 0.000255836 7.9285e-05
internal_weight=0 0.0190058 0.0179629 0.0167068 0.0155655 0.0136323 0.012073 0.0110608 0.0100209 0.00878521 0.0027269 0.00605831 0.00247936 0.00357895 0.00246382
internal_count=3121 3017 2946 2726 2587 2277 1741 1630 1548 933 305 628 453 175 129
is_linear=0
shrinkage=0.00154607


Tree=2314
num_leaves=16
num_cat=0
split_feature=14 124 123 4 47 484 160 4 42 43 2 150 4 1 1
split_gain=0.00021534 0.000201615 0.000318479 0.000274437 0.000218617 0.000212796 0.000328809 0.000213971 0.000124189 0.00028925 0.00017109 0.00010262 7.91938e-05 6.04036e-05 1.25352e-05
threshold=0.018475000000000002 0.0049200000000000008 1.0000000180025095e-35 -0.49405499999999997 0.13148500000000005 0.084040000000000017 -1.0000000180025095e-35 0.24564500000000003 0.083995000000000014 -0.074359999999999996 0.089885000000000007 0.095565000000000011 0.41555500000000006 1.0000000180025095e-35 0.090475000000000014
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 10 -10 14 13 -9 -12 -8
right_child=-2 -3 -4 4 -6 -7 7 12 9 -11 11 -13 -14 -15 -16
leaf_value=-0.00086712652152073184 -0.0007635253474972761 0.0007541023486740241 0.00078960720021263239 -0.00078723868641297269 -0.00076583082689016301 0.00058339291730466643 -0.00046106088044924851 0.0007418934541415967 0.00067118511244746207 -0.00044635803787432049 6.2149915625518958e-05 0.00046420999271972851 0.00014688874065690725 -0.00046143585873549553 -0.00071817012635038606
leaf_weight=0.0011373483493160403 0.0010067771944151085 0.0010209408342752154 0.0012897702580140389 0.0014497554061609777 0.0010127708827663015 0.0017608301632844889 0.0011082002685713147 0.0014512077494695146 0.0016296639104995611 0.001077505025819419 0.0014203715177233261 0.0010195979543592415 0.0011023681855170109 0.0010911243547742089 0.001019758296024062
leaf_count=139 119 71 218 524 52 304 444 107 221 417 216 29 86 80 94
internal_value=0 3.11241e-05 -1.08854e-05 -7.43019e-05 -1.47556e-05 3.90764e-05 -3.84081e-05 6.10096e-05 -6.84126e-05 0.000226382 -0.000209436 1.64537e-05 0.000485032 -0.000165323 -0.000584273
internal_weight=0 0.0185912 0.0175703 0.0162805 0.0151432 0.0141304 0.0123696 0.0109198 0.00836622 0.00270717 0.00565905 0.00353109 0.00255358 0.0025115 0.00212796
internal_count=3121 3002 2931 2713 2574 2522 2218 1694 1501 638 863 325 193 296 538
is_linear=0
shrinkage=0.00167351


Tree=2315
num_leaves=11
num_cat=0
split_feature=1 0 151 150 151 2 133 3 3 1
split_gain=5.21465e-05 0.000160135 0.000114067 0.000199684 0.000117562 0.000103409 9.2254e-05 8.09377e-05 7.65188e-05 3.98032e-05
threshold=0.077565000000000009 -0.059114999999999994 0.043560000000000008 0.081835000000000019 -0.033849999999999991 0.113445 1.0000000180025095e-35 0.090900000000000009 -0.078934999999999991 0.10089500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 7 -3 8 -6 -10
right_child=2 6 -4 -5 5 -7 -8 -9 9 -11
leaf_value=-0.002749779840686791 -0.00239490681050123 0.0017148355450469133 -0.002073206913322881 0.0030967843843951585 -0.00077979338632055083 0.0023540385506416249 -0.0013547174820740422 -0.0019954914695382575 0.00042086272480955145 0.002606400278580309
leaf_weight=0.0016439161927430902 0.001114431968185948 0.0015697629664119805 0.0011862499415138126 0.0016995526956624235 0.0018114752442119639 0.0014478588786699283 0.001081430993779324 0.0011381756429198475 0.0011370194310969233 0.0010465372893697575
leaf_count=1460 115 97 106 229 399 213 79 106 182 135
internal_value=0 -0.000766815 0.000289718 0.000588068 3.40177e-05 0.00044533 0.000462754 -9.30358e-05 0.00044897 0.00146835
internal_weight=0 0.00429511 0.0105813 0.00939505 0.0076955 0.00658107 0.00265119 0.00513321 0.00399503 0.00218356
internal_count=3121 1636 1485 1379 1150 1035 176 822 716 317
is_linear=0
shrinkage=0.00808683


Tree=2316
num_leaves=17
num_cat=0
split_feature=14 124 123 4 484 160 12 151 133 13 12 0 0 4 3 484
split_gain=0.000456254 0.000246061 0.00033145 0.000297075 0.000281457 0.000281384 0.000242696 0.000186183 0.00023225 0.000262464 0.00027699 0.000175746 0.000322243 0.000238771 0.000137849 0.000102816
threshold=0.062655000000000016 0.093335000000000015 1.0000000180025095e-35 -0.49405499999999997 0.084040000000000017 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.090369999999999992 -1.0000000180025095e-35 -0.076599999999999988 0.092655000000000015 -0.053834999999999994 -0.077809999999999976 0.0061450000000000003 0.090900000000000009 0.091880000000000003
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 -9 10 -10 12 13 -11 -15 -6
right_child=-2 -3 -4 4 15 6 7 8 9 11 -12 -13 -14 14 -16 -17
leaf_value=-0.0008273860144470893 -0.0010222631664043465 0.00079611888711306417 0.00073985968886360217 -0.00070613672448522377 0.00088809264057163734 -0.00073089665222181852 -0.0005713125847143783 -0.00050904669048385507 0.00099178351088128518 -0.00068443664202717715 -4.1181257580636891e-05 -0.00050815049594132595 0.00089483485189182049 -0.000170814283683403 0.00052220969439083686 0.0001806772966191369
leaf_weight=0.0011789643127330897 0.0010658201655009405 0.0010077638379962775 0.0013800057393782627 0.0016148131369574355 0.0010367306308372006 0.001052786949562544 0.0010528553597122245 0.0012622876981464104 0.0017729133362108093 0.0010791877899910462 0.0010152717327752137 0.0012012501454817855 0.0011550490327635887 0.0013855538099745435 0.0014721822258234596 0.0010074439982187405
leaf_count=140 104 54 230 536 116 117 82 615 229 179 76 132 211 56 50 194
internal_value=0 3.70995e-05 -3.87656e-06 -6.32474e-05 -7.32025e-06 -8.67917e-05 -6.45603e-06 6.04661e-05 0.000124773 0.000212872 0.000615646 3.44247e-05 0.000162424 -5.24573e-05 0.000186202 0.000539452
internal_weight=0 0.0196751 0.0186673 0.0172873 0.0161083 0.0140642 0.0124493 0.0113966 0.0103437 0.00908141 0.00278819 0.00629322 0.00509197 0.00393692 0.00285774 0.00204417
internal_count=3121 3017 2963 2733 2593 2283 1747 1630 1548 933 305 628 496 285 106 310
is_linear=0
shrinkage=0.00157699


Tree=2317
num_leaves=11
num_cat=0
split_feature=11 3 457 1 3 15 3 12 16 43
split_gain=5.40248e-05 6.3826e-05 0.000105269 7.87832e-05 0.000122642 0.000276426 0.000102184 0.000166268 0.000136774 7.25225e-05
threshold=0.081790000000000015 -0.12018999999999998 -0.0029299999999999994 0.094385000000000011 0.090900000000000009 -1.0000000180025095e-35 0.083060000000000009 0.085885000000000017 -0.071854999999999988 -0.077604999999999993
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 -5 -8 -7
right_child=-2 2 3 6 -6 9 8 -9 -10 -11
leaf_value=0.0016585477786074405 -0.0018437874509003207 -0.0028220844100414889 -0.0055287867358669316 0.0048980286353209161 0.0012499736116638471 0.0015531820624269928 0.001939495856776146 0.00019592796071469775 -0.0017756448474063814 -0.0016206300750649285
leaf_weight=0.001904055463523068 0.0011870946897570836 0.0010355147875297224 0.0010194961375133513 0.0010708114715758535 0.0017730317768682724 0.0012161874716735263 0.0013979873445413293 0.001362008383690716 0.0018163406728850529 0.0010868456030033152
leaf_count=180 175 244 727 232 81 203 158 210 104 807
internal_value=0 0.000141851 -0.000103337 0.00015873 -0.000646199 -0.00165807 0.000885037 0.00226557 -0.000159842 5.53991e-05
internal_weight=0 0.0136823 0.0117782 0.0107427 0.00509556 0.00332253 0.00564715 0.00243282 0.00321433 0.00230303
internal_count=3121 2946 2766 2522 1818 1737 704 442 262 1010
is_linear=0
shrinkage=0.00892851


Tree=2318
num_leaves=12
num_cat=0
split_feature=41 484 48 0 1 42 160 42 52 43 49
split_gain=5.36322e-05 7.92646e-05 7.39974e-05 0.00014767 8.5829e-05 0.000113816 0.000104257 0.000117949 9.62435e-05 0.000134939 7.50622e-05
threshold=0.078065000000000009 0.085515000000000022 0.093265000000000015 -0.15202999999999997 0.12500000000000003 0.092620000000000022 -1.0000000180025095e-35 0.083995000000000014 0.096795000000000006 -1.0000000180025095e-35 -0.047584999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 -1 8 9 -8 -11
right_child=-2 -3 3 -5 -6 -7 7 -9 -10 10 -12
leaf_value=-0.0026031851676311746 -0.0017265889400201518 0.0018138694831951465 -0.00090558386673505434 0.0030675660559816935 0.0014245381084408025 -0.0031629571098170549 -0.0032854036127735529 0.0022302494436536092 0.0016526853932295753 0.0015233389990466991 -0.0011428782902923151
leaf_weight=0.0011024445141110204 0.0010659651068051787 0.0015405632914416859 0.0011275780845707573 0.0012287725786145872 0.0013924243705359099 0.0010347036500333549 0.0011974768232126303 0.0012403485975531134 0.001036430901375146 0.0010875620421778517 0.0017030949134721222
leaf_count=425 154 330 48 255 156 423 559 325 83 60 303
internal_value=0 0.0001197 -9.50982e-05 0.00116631 -0.000398566 -0.000700698 -0.000354888 4.07479e-05 -0.000499746 -0.00105912 -0.000103812
internal_weight=0 0.0136914 0.0121508 0.00235635 0.00979449 0.00840206 0.00736736 0.00626491 0.00502456 0.00398813 0.00279066
internal_count=3121 2967 2637 303 2334 2178 1755 1330 1005 922 363
is_linear=0
shrinkage=0.00792826


Tree=2319
num_leaves=15
num_cat=0
split_feature=1213 1374 457 484 52 1 52 474 16 13 0 16 42 16
split_gain=0.00044302 0.000186021 0.000243507 0.000249618 0.000164689 0.000288398 0.000217897 0.000152683 0.000163545 0.00024407 0.000253803 0.000378659 0.00024768 0.000182097
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.088350000000000026 -0.0068949999999999992 -0.40306999999999998 0.13756000000000004 0.11434500000000002 0.085860000000000006 0.19444000000000003 0.17001000000000002 -0.077999999999999986 -0.056919999999999991 0.08623500000000002 -0.23935499999999996
decision_type=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 13 -6
right_child=1 2 -4 4 5 -7 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.0010847480157997332 -0.00064394532075293933 -0.00075287924815589647 0.00076280155129225709 -0.00051179277692269356 -0.00052814462325690293 0.00093213144304801385 -0.00046568437713894546 0.00073767168915873395 0.00058514498558608465 -0.00072900945457787857 0.00062870195277908204 -0.00087840584670364282 0.00074822005951663919 0.0002939495282573375
leaf_weight=0.0010281177655208839 0.001043891499808324 0.0010750708990940458 0.0013629174266831514 0.0012117622162304614 0.0014822699541718878 0.0011562960382342996 0.0018889092020057891 0.0011100763524867227 0.0015505473471330031 0.0011335803452297566 0.0019236519977851464 0.0012732176240818757 0.0013704101734343666 0.0015371202132637152
leaf_count=491 55 463 116 267 92 132 332 112 68 75 265 219 134 300
internal_value=0 4.29489e-05 8.26175e-05 2.71493e-05 8.07747e-05 0.000130549 6.07014e-05 0.000148067 8.43418e-05 -4.70601e-06 0.000103518 -7.48807e-05 0.000158174 -0.00010963
internal_weight=0 0.0191197 0.0180758 0.0167129 0.0156378 0.0144261 0.0132698 0.0113809 0.0102708 0.00872025 0.00758667 0.00566302 0.0043898 0.00301939
internal_count=3121 2630 2575 2459 1996 1729 1597 1265 1153 1085 1010 745 526 392
is_linear=0
shrinkage=0.00167351


Tree=2320
num_leaves=12
num_cat=0
split_feature=50 159 47 4 47 15 484 4 43 13 1
split_gain=5.54142e-05 0.000114015 8.25807e-05 0.000182467 0.000106739 9.92283e-05 9.1131e-05 0.000103001 0.000135308 0.000168015 5.3501e-05
threshold=0.10124500000000002 -0.025079999999999995 0.11926500000000002 0.24564500000000003 0.077555000000000013 0.095175000000000023 0.084040000000000017 0.0061450000000000003 -0.15582499999999996 -0.084034999999999985 0.11061500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 8 -3 -10 -5
right_child=-2 2 -4 10 -6 -7 -8 -9 9 -11 -12
leaf_value=0.0031546080231261522 -0.002105792426694052 0.0020225804649305437 -0.0025488482658375267 0.0010851969000484057 -0.0030023019459899433 -0.0025923635605502151 0.0027920216769708531 0.0017909950900321504 0.00027211831184992643 -0.0040026117084402697 0.0039916798513133112
leaf_weight=0.0010030197258944678 0.0010190629134533584 0.0010401199689968939 0.0010854644843014691 0.0010853625839400416 0.0012127802295846335 0.0011414853697286308 0.0011185609150364123 0.0017590793742177993 0.0016073144542690431 0.0015667798233826439 0.0011007219193414882
leaf_count=271 375 118 72 125 227 239 204 195 293 767 235
internal_value=0 0.000139365 -9.84423e-05 0.000130218 -0.000429471 -5.049e-05 0.000358643 -9.70323e-05 -0.000885125 -0.00183795 0.00254865
internal_weight=0 0.0137207 0.0127177 0.0116322 0.00944612 0.00823334 0.00709185 0.00597329 0.00421421 0.00317409 0.00218608
internal_count=3121 2746 2475 2403 2043 1816 1577 1373 1178 1060 360
is_linear=0
shrinkage=0.00928922


Tree=2321
num_leaves=12
num_cat=0
split_feature=133 3 48 50 2 15 52 2 43 151 4
split_gain=5.4239e-05 0.000105605 0.000130926 0.000143933 0.000139259 9.67657e-05 0.000106065 0.00014102 9.78065e-05 8.47638e-05 6.48009e-05
threshold=0.10622000000000002 0.16158000000000003 0.11951500000000001 0.083090000000000011 0.113445 -0.11713499999999999 -0.088204999999999992 0.092875000000000013 -0.088249999999999981 -0.0067699999999999991 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 8 9 -7 -8 -11
right_child=-2 -3 -4 -5 -6 6 7 -9 -10 10 -12
leaf_value=-0.0027484818792189165 -0.0022699957651292927 0.0030991777931820316 -0.0035093848464492301 -0.0029632522750112555 0.0034851040435383094 0.00075101637474985438 0.0044361162712933623 -0.0011251984396824966 -0.0036330007246209791 -0.00030089289141670844 0.0028969987841007826
leaf_weight=0.0010469193423026379 0.0010049434891443157 0.0011265030270423129 0.0010522454425307979 0.0012925675509907206 0.0014492539050525487 0.0010289823680254967 0.0012692651440513311 0.0017627762965976637 0.0010290081825087838 0.0013133499509226142 0.0012507351931583255
leaf_count=212 435 149 77 442 267 115 154 258 288 637 87
internal_value=0 0.000150598 -0.000115233 0.000196882 0.000599302 0.00011864 0.000510801 0.00122859 -0.00144102 0.00231098 0.00125901
internal_weight=0 0.0136216 0.0124951 0.0114429 0.0101503 0.00870104 0.00765412 0.00559613 0.00205799 0.00383335 0.00256409
internal_count=3121 2686 2537 2460 2018 1751 1539 1136 403 878 724
is_linear=0
shrinkage=0.010055


Tree=2322
num_leaves=16
num_cat=0
split_feature=1213 1374 11 1447 51 15 47 52 12 13 3 43 47 4 42
split_gain=0.000510974 0.000206672 0.000224781 0.000235391 0.000328073 0.000408391 0.000160134 0.000231165 0.000212685 0.000276683 0.000189349 0.000166955 0.000179502 0.000216722 5.88036e-05
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.088215000000000002 -1.0000000180025095e-35 0.078435000000000019 -0.094549999999999981 0.13148500000000005 0.11434500000000002 0.086850000000000024 -0.091904999999999987 -0.086554999999999979 -0.04890499999999999 0.092165000000000011 -0.033174999999999989 0.084635000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 -6 7 8 11 14 -11 -5 13 -13 -10
right_child=1 2 -4 4 5 -7 -8 -9 9 10 -12 12 -14 -15 -16
leaf_value=-0.0011858432938637578 -0.0006862056406120846 -0.00067580457257402856 -0.0006642723376768789 0.00041661810981216262 0.0014671989016215585 0.00015243649363831972 -0.0005557265510863611 -0.00057295622880280624 0.00066454304267602403 0.00050370629936349529 -0.00044151356374849676 -0.0010063848512735652 0.00033259943046654006 -3.0472352728960625e-05 0.0012180020124332265
leaf_weight=0.0010738500938663803 0.0010975916224609241 0.0010086726519636406 0.0011204664764749009 0.0019321464020605333 0.0012597660258140686 0.0016599071918817548 0.0011165318421756951 0.0012614270984592059 0.0012883377578417595 0.0014717694761979096 0.0011402063836943831 0.0012119011142210576 0.0012943278802374225 0.0016013055289226617 0.0010614064322018724
leaf_count=491 55 252 112 386 72 272 26 255 35 234 493 135 54 213 36
internal_value=0 4.77776e-05 9.1494e-05 0.000140421 0.000190933 0.000719724 7.55395e-05 0.000133016 0.000213964 0.000481058 9.10893e-05 -5.45965e-06 -0.000204001 -0.000450886 0.000914547
internal_weight=0 0.0195258 0.0184282 0.0173077 0.016299 0.00291967 0.0133794 0.0122628 0.0110014 0.00496172 0.00261198 0.00603968 0.00410753 0.00281321 0.00234974
internal_count=3121 2630 2575 2463 2211 344 1867 1841 1586 798 727 788 402 348 71
is_linear=0
shrinkage=0.00174112


Tree=2323
num_leaves=16
num_cat=0
split_feature=1213 402 124 4 0 0 160 474 1 47 3 1 133 0 12
split_gain=0.000448635 0.000199244 0.000179102 0.000259253 0.000212132 0.000233848 0.000199184 0.000399664 0.00026772 0.000174574 0.000183715 0.000243684 0.000258804 0.000238175 0.00011567
threshold=-1.0000000180025095e-35 0.073745000000000019 0.0049200000000000008 -0.49013999999999996 -0.019414999999999998 -0.053834999999999994 -1.0000000180025095e-35 0.084660000000000027 0.12500000000000003 0.092530000000000015 -0.08824499999999999 0.094385000000000011 0.083950000000000011 -0.15931499999999996 0.086095000000000019
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 -8 12 -12 -13 -6
right_child=1 -3 -4 4 14 -7 8 -9 -10 -11 11 13 -14 -15 -16
leaf_value=-0.0010357825883396145 -0.00071244075422824914 0.00071313129429353007 0.00064389020241203119 -0.00080952269554306023 0.00082823011265782979 -0.00076668646349627948 -0.00041686426399617732 0.00039057663509151422 0.00082125663023831208 -0.00044463727165306322 -0.00044270974356690293 0.00018992070471701762 0.00054218757259283541 0.0011946489113279434 0.00012869095029633329
leaf_weight=0.001016556298298661 0.0013074841443730554 0.0010327251217345712 0.0010156248230116715 0.0018213815406244145 0.0010982943882236846 0.0010679358532357129 0.0012245905529768416 0.0011110927575808116 0.0011719263967080252 0.0016396452397359762 0.0016838649786102495 0.0013308391828346089 0.0010949638113830623 0.0010494389566755302 0.0012647579206710446
leaf_count=491 156 254 69 530 114 115 197 168 83 132 287 53 275 136 61
internal_value=0 3.96339e-05 7.37549e-07 -3.79909e-05 1.86868e-05 -5.92361e-05 3.06004e-06 -0.000354814 0.00011719 1.43509e-05 0.000132241 0.00026258 -5.46229e-05 0.000632895 0.000453821
internal_weight=0 0.0189146 0.0178818 0.0168662 0.0155587 0.0131957 0.0121277 0.00293247 0.00919527 0.00802334 0.0063837 0.00515911 0.00277883 0.00238028 0.00236305
internal_count=3121 2630 2376 2307 2151 1976 1861 698 1163 1080 948 751 562 189 175
is_linear=0
shrinkage=0.00157699


Tree=2324
num_leaves=17
num_cat=0
split_feature=1213 14 124 123 4 484 457 12 160 2 3 2 12 160 1 16
split_gain=0.00047834 0.000352863 0.000197781 0.000372483 0.000397515 0.000292709 0.000220678 0.000288188 0.000272082 0.000279885 0.000549137 0.000321437 0.000266874 0.000308263 0.000235392 0.000152392
threshold=-1.0000000180025095e-35 0.054835000000000009 0.10195500000000002 1.0000000180025095e-35 -0.49405499999999997 -0.0068949999999999992 -0.0029299999999999994 -1.0000000180025095e-35 -0.090969999999999981 0.11215000000000001 0.10299500000000002 0.12669500000000003 0.092355000000000007 0.088020000000000015 0.11588000000000001 -0.083539999999999989
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 12 -11 13 15 -14 -10
right_child=1 -3 -4 -5 5 6 7 8 9 11 -12 -13 14 -15 -16 -17
leaf_value=-0.0011479501671152381 -0.00099997151112825723 -0.00093439351602836777 0.00086094491129618607 0.00093968231630092366 -0.00082018593208750925 -0.00057379971761373856 -0.00061403354646314594 -0.00056884456429513177 0.0012635724183362568 -0.00068229928863428946 0.001575205295841468 0.00058192181059608743 -0.00063172032618693196 -0.00014010596971664963 0.00046135976232067555 0.00052041157427825844
leaf_weight=0.0010469985183156954 0.0011266393497723444 0.0010272425428087253 0.0010153565779431597 0.00138086395783608 0.0010406196472085129 0.0012148328166065878 0.0011931186092603756 0.0010368604071169492 0.0014988196493538873 0.0014404052658223429 0.0012624405718564269 0.0010571542885666751 0.0013314526812629275 0.001330337042330057 0.0010830474689722536 0.0018928658796121913
leaf_count=491 138 96 42 232 427 131 146 270 182 126 44 87 295 76 35 303
internal_value=0 5.94218e-05 0.000113423 7.0996e-05 -1.66537e-06 7.14548e-05 0.000136153 0.000201858 0.000283432 0.00036453 0.000516697 -0.000147186 0.000329449 0.000570211 -0.000141409 0.000848822
internal_weight=0 0.0199321 0.0189048 0.0178895 0.0165086 0.015382 0.0143413 0.0131265 0.0119334 0.0108965 0.00839896 0.00249756 0.00713652 0.00472202 0.0024145 0.00339169
internal_count=3121 2630 2534 2492 2260 2122 1695 1564 1418 1148 935 213 891 561 330 485
is_linear=0
shrinkage=0.00174112


Tree=2325
num_leaves=12
num_cat=0
split_feature=1 0 151 150 151 4 42 1 47 15 52
split_gain=5.3291e-05 0.000142166 9.22578e-05 0.000157736 0.000114368 0.00010401 8.89646e-05 7.93241e-05 0.000139895 0.000190961 4.49316e-05
threshold=0.077565000000000009 -0.084044999999999995 0.043560000000000008 0.081835000000000019 -0.033849999999999991 0.40473500000000007 0.084145000000000011 0.13146500000000003 0.087235000000000021 0.013270000000000002 0.085175000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 7 10 8 9 -6 -3
right_child=2 6 -4 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=-0.0033274262889282039 -0.0023208232023214114 0.0022739285036480531 -0.0018354670165219688 0.0028264720751420666 0.0028009399317071022 0.0025974095204862003 -0.0018428778434664797 0.0016871103226386245 -0.0025808056856484757 -0.0016518212782253548 -6.9087676200767592e-05
leaf_weight=0.0010696385158855126 0.0011124885020754602 0.0010009668077779338 0.0011785842013722061 0.0016593441763777493 0.0012570743882391617 0.0012352761778687627 0.0010582584143594793 0.0013488451637178045 0.0014531810508482679 0.0012623597584529925 0.0011504188478166019
leaf_count=815 115 220 106 229 231 217 384 62 182 343 217
internal_value=0 -0.000774134 0.000296421 0.000565766 7.66308e-05 0.000483409 7.67706e-05 -7.31569e-06 -0.000582634 0.000569889 0.00102104
internal_weight=0 0.00427928 0.0105072 0.00932857 0.00766923 0.00655674 0.00320964 0.00532146 0.00397262 0.00251943 0.00215139
internal_count=3121 1636 1485 1379 1150 1035 821 818 756 574 437
is_linear=0
shrinkage=0.00808683


Tree=2326
num_leaves=13
num_cat=0
split_feature=41 474 160 133 52 4 0 13 1 4 15 1
split_gain=5.64303e-05 5.81572e-05 0.000126369 0.000200556 0.000123585 0.000141804 0.000107957 0.000158202 0.000116807 0.000165876 9.15816e-05 5.46082e-05
threshold=0.078065000000000009 0.085070000000000021 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10744000000000002 -0.35136499999999998 -0.15350499999999997 0.17001000000000002 0.095285000000000022 -0.017809999999999996 -0.037864999999999989 0.10752500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 -4 5 -5 11 8 9 -8 -1 -7
right_child=-2 -3 3 4 -6 6 7 -9 -10 -11 -12 -13
leaf_value=-0.0044881322522273732 -0.002307104712703077 0.0024373282563619984 -0.0037771228526689905 -0.0028665296002162587 0.0038435484748720757 0.00068447235481035513 0.0045554433639587019 -0.0013230126971574116 0.0055594156989897869 -0.0012359460889537137 -0.00024785072391916439 -0.0024401679065900236
leaf_weight=0.001039403069981161 0.001049342501186574 0.0010865622030309047 0.0010684194993586015 0.001167067729495712 0.0013030729720619758 0.0012614467760390146 0.0010151038310742431 0.0011617288573968487 0.0012442211271335374 0.0010670281061696003 0.0011057315716343193 0.0011025395952177428
leaf_count=369 154 316 661 125 129 76 277 104 284 218 354 54
internal_value=0 0.00016116 -3.61313e-05 0.000431745 0.000914124 0.000438106 0.00100096 0.00193526 0.00307322 0.00158754 -0.00230244 -0.000772829
internal_weight=0 0.0136223 0.0125358 0.0103906 0.00932221 0.00801914 0.00685207 0.00448808 0.00332635 0.00208213 0.00214513 0.00236399
internal_count=3121 2967 2651 1928 1267 1138 1013 883 779 495 723 130
is_linear=0
shrinkage=0.0102561


Tree=2327
num_leaves=11
num_cat=0
split_feature=124 48 48 51 484 52 4 43 15 15
split_gain=5.20577e-05 6.96551e-05 0.000171468 0.000172161 0.000103868 9.62557e-05 0.00010562 0.000126386 0.000169078 6.72266e-05
threshold=-0.043384999999999993 0.12737000000000001 0.093265000000000015 0.08955500000000001 0.084040000000000017 -0.088204999999999992 -0.27825499999999997 -0.0037449999999999996 -0.095869999999999983 0.035560000000000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 -8 -9 -10
right_child=1 -3 -4 -5 -6 6 7 8 9 -11
leaf_value=0.0016696449554493796 -0.0021939534329774267 -0.0023141723086941429 0.0026680816181176644 -0.0034762494872716898 0.0021948776249301511 -0.0023576670494724074 -0.0011259719652980983 -0.0011503569965794554 0.0045571459377852924 0.001616346953211955
leaf_weight=0.0012411863583443013 0.0016759458720345191 0.0010277315657960815 0.0015617899473339492 0.0011743202301326599 0.0013677248759684521 0.0010651353573126439 0.0019852905297982771 0.0011169314973965977 0.0010239379063846652 0.0012984771652847643
leaf_count=259 421 82 224 270 286 49 938 135 105 352
internal_value=0 -0.000168081 1.1682e-05 -0.000375769 6.14465e-06 -0.000360459 0.00011303 0.000598155 0.00159337 0.00291293
internal_weight=0 0.0132973 0.0122696 0.0107078 0.00953344 0.00816572 0.00648977 0.00542464 0.00343935 0.00232242
internal_count=3121 2862 2780 2556 2286 2000 1579 1530 592 457
is_linear=0
shrinkage=0.00858181


Tree=2328
num_leaves=14
num_cat=0
split_feature=147 484 48 4 11 403 0 0 0 52 16 48 4
split_gain=0.000123783 0.000170123 0.000146124 0.00024823 0.000264493 0.000160998 0.000172379 0.000154301 0.000201051 0.000186417 0.000118513 0.000124635 3.67045e-05
threshold=0.089025000000000007 -0.0068949999999999992 0.12737000000000001 0.40473500000000007 1.0000000180025095e-35 0.085340000000000013 0.062580000000000011 -0.10096999999999999 -0.077809999999999976 -0.088204999999999992 -0.073849999999999985 0.086260000000000017 -0.49013999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 10 -9 -10 11 -3 -8
right_child=-2 2 -4 -5 -6 -7 12 8 9 -11 -12 -13 -14
leaf_value=-0.00068854785339561477 0.00055525829337294377 0.00027523342473996618 -0.00059156259172217203 0.00066913417569877762 -0.00083075552972198716 -0.00060327014977051255 0.00030337632070392853 -0.00074674504051366983 -0.00036885182687680006 0.0004327863533677314 0.00054319546089893729 -0.00040203927047202198 0.00074765653713406105
leaf_weight=0.0010688685862213941 0.0010304866892825648 0.0019274717450909473 0.0010908917023397238 0.0015868852557239148 0.0010654191711353131 0.0010123267933046494 0.0010260058984308505 0.0014163120731721089 0.0017264040086980049 0.0015345916708736714 0.0018198007692963323 0.0012574088190401567 0.0010576316033106279
leaf_count=492 124 104 71 230 152 239 33 926 191 344 108 68 39
internal_value=0 -4.15027e-05 3.59151e-07 4.2207e-05 -2.96586e-05 3.71365e-05 9.22377e-05 -1.73275e-06 -0.000220268 8.39101e-06 0.000202507 7.84234e-06 0.000528888
internal_weight=0 0.01759 0.0165211 0.0154303 0.0138434 0.012778 0.0117656 0.00968199 0.00467731 0.003261 0.00500468 0.00318488 0.00208364
internal_count=3121 2997 2505 2434 2204 2052 1813 1741 1461 535 280 172 72
is_linear=0
shrinkage=0.00167351


Tree=2329
num_leaves=17
num_cat=0
split_feature=14 124 123 4 157 160 12 151 49 484 133 13 4 1 16 3
split_gain=0.000256483 0.000187397 0.000235345 0.000255539 0.000229148 0.000250569 0.00032889 0.000262478 0.000254757 0.000214466 0.000166898 0.00027694 0.00015648 0.000241522 0.000126347 0.000114568
threshold=0.054835000000000009 0.0049200000000000008 1.0000000180025095e-35 -0.49405499999999997 -0.08107499999999998 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.090369999999999992 0.092975000000000016 0.084750000000000006 -1.0000000180025095e-35 -0.076599999999999988 0.0061450000000000003 0.086560000000000012 -0.094359999999999986 -0.077774999999999983
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 9 -7 -8 10 -6 -9 15 13 -13 -14 -12
right_child=-2 -3 -4 4 5 6 7 8 -10 -11 11 12 14 -15 -16 -17
leaf_value=-0.00083112578682368872 -0.00083171414018797668 0.00072885623535647547 0.00068913584346972008 0.00069285196317090954 -0.0010900054766378496 -0.00086494524128679219 -0.00069146181759344638 -0.00049249360492428491 0.0010046220182248109 -6.1244644228626187e-05 0.00029986367492249651 0.00020421947692997745 -0.00020613462005113881 -0.00093842211773069147 0.00049096549819693965 0.0010113869660925208
leaf_weight=0.001117641879792383 0.0010066092503822057 0.0010313991125338864 0.0012699574674201802 0.0012223051372188135 0.0011265621365504673 0.0010369754213537833 0.001007668834356659 0.0011091481414092306 0.0010028856999540767 0.0011436745522465097 0.0012712926761024868 0.0010194005585037417 0.0011939705307871251 0.0010534598004358631 0.0018664844288931448 0.001263877389129725
leaf_count=139 110 71 220 271 451 110 81 559 173 179 169 216 66 173 49 84
internal_value=0 3.5428e-05 -4.9667e-06 -5.85999e-05 -2.23331e-06 -6.25087e-05 3.52568e-05 0.000121785 0.000205573 -0.000571748 0.000114278 0.000202039 -2.14574e-05 -0.000376489 0.000219007 0.000654585
internal_weight=0 0.0187367 0.0177053 0.0164353 0.0153177 0.0140954 0.0118252 0.0107882 0.00978052 0.00227024 0.00877763 0.00766849 0.00513332 0.00207286 0.00306045 0.00253517
internal_count=3121 3011 2940 2720 2581 2310 1680 1570 1489 630 1316 757 504 389 115 253
is_linear=0
shrinkage=0.00167351


Tree=2330
num_leaves=17
num_cat=0
split_feature=1213 402 124 4 47 47 52 50 474 159 52 52 2 15 13 3
split_gain=0.000407463 0.000270547 0.00024893 0.000366131 0.000278488 0.000263185 0.000319797 0.000201224 0.000223538 0.000189632 0.000248273 0.000329846 0.000260975 0.000278717 0.0002658 0.000208066
threshold=-1.0000000180025095e-35 0.073745000000000019 0.10195500000000002 -0.49013999999999996 0.13148500000000005 0.10980000000000002 -0.24164999999999998 0.088425000000000017 0.085860000000000006 0.082585000000000006 -0.081429999999999989 -0.0064899999999999992 0.10803500000000001 -0.043924999999999992 -0.081434999999999994 -0.055119999999999995
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 -5 8 9 10 -8 -12 13 -13 -14 -15
right_child=1 -3 -4 4 -6 -7 7 -9 -10 -11 11 12 14 15 -16 -17
leaf_value=-0.001032559339396317 -0.00085535505367568003 0.00081202003213301976 0.00078492576148735127 -0.00086719868324488657 -0.00082477557197230733 0.00085775675712202685 0.00077488233341649207 -0.00056836647323260745 0.00085793781725585253 -0.00052090740984391838 -0.00066591722261190778 -0.00011312643048918815 -0.0009218427343054568 0.00038403281803167373 0.00020526592216483244 0.0012933011794471619
leaf_weight=0.0010731771156233033 0.0015095891252965244 0.0011550142245301707 0.0010172570180398402 0.0010995884880260374 0.001064666535543656 0.0010778813508465308 0.0014900797540546842 0.0012576323458131531 0.0010902195979726201 0.0013636465025405756 0.0015445558145607829 0.0017810156246975302 0.0010020046082079848 0.0018983549108997563 0.0014113293729424124 0.001121022852892126
leaf_count=491 156 254 42 215 48 96 117 356 141 248 164 182 55 406 98 52
internal_value=0 2.47894e-05 -2.12986e-05 -6.51291e-05 4.21849e-06 5.89117e-05 1.73429e-06 7.01783e-05 0.0001334 6.5375e-05 0.000143386 3.59467e-05 0.000186225 0.000411918 -0.000262704 0.000721622
internal_weight=0 0.0208839 0.0197288 0.0187116 0.017202 0.0161373 0.0150594 0.0139599 0.0127022 0.011612 0.0102484 0.00875828 0.00721373 0.00480039 0.00241333 0.00301938
internal_count=3121 2630 2376 2334 2178 2130 2034 1819 1463 1322 1074 957 793 640 153 458
is_linear=0
shrinkage=0.00167351


Tree=2331
num_leaves=12
num_cat=0
split_feature=156 11 15 12 3 3 15 15 2 13 4
split_gain=5.23974e-05 7.56595e-05 7.35492e-05 0.000279514 0.000157522 0.000213162 0.000113065 0.000145055 0.000122382 0.00012224 8.19925e-05
threshold=0.091255000000000017 0.081790000000000015 0.024640000000000006 0.086850000000000024 -0.10519499999999998 -0.049509999999999992 -0.016799999999999995 -0.074054999999999996 0.090675000000000019 -0.020934999999999999 0.19806500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 -6 7 8 -7 -8 -10
right_child=-2 -3 3 -5 5 6 9 -9 10 -11 -12
leaf_value=0.0037870129259990034 -0.0022213758270005711 -0.0024543010329886416 -0.0046453724610934447 0.001483153347054721 -0.0034515318532281937 -0.0013559264512813473 0.00026503288323770152 -0.0030932888839535965 0.0046341041065556862 0.0050116201156396928 0.00063861417860340498
leaf_weight=0.0015055451499277348 0.0010136119987157527 0.0010434292945513948 0.0012556736058931756 0.0018772757358692868 0.001319350725160295 0.0012758182061551916 0.0010141974763353545 0.0011134252601640859 0.0010202175150686443 0.0011947233117176031 0.0010575387197010004
leaf_count=127 273 126 373 776 804 156 37 96 149 65 139
internal_value=0 0.000147943 0.000362864 -0.000973135 0.000803418 0.000241594 0.00097146 5.12854e-05 0.00109532 0.00283229 0.00260048
internal_weight=0 0.0136772 0.0126338 0.00313295 0.00950082 0.00799527 0.00667592 0.004467 0.00335357 0.00220892 0.00207776
internal_count=3121 2848 2722 1149 1573 1446 642 540 444 102 288
is_linear=0
shrinkage=0.010055


Tree=2332
num_leaves=10
num_cat=0
split_feature=1 15 16 0 159 43 43 48 16
split_gain=6.36224e-05 9.44322e-05 0.000189818 0.000111318 8.42942e-05 7.75167e-05 0.000103554 0.000157084 8.70899e-05
threshold=0.104035 -0.016799999999999995 -0.061854999999999993 -0.18113999999999997 0.082585000000000006 -0.15582499999999996 -0.0037449999999999996 0.085875000000000021 -0.088159999999999988
decision_type=2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 -1 -7 8 -8
right_child=1 -3 -4 -5 -6 6 7 -9 -10
leaf_value=0.0015683459506185213 -0.0005588385107712019 0.0023215857356401011 -0.0020065869989544 0.0029014150961739309 -0.0026902464381830288 -0.0022605881201936519 0.0026532159248891574 -0.0025559785201145144 -0.00012066946077727629
leaf_weight=0.0014156892542868662 0.0010909090764732454 0.0016425368046626976 0.001856318244768982 0.0015055711991351422 0.0010262401409475482 0.0017588688261529189 0.0013382954930915014 0.0011060327474719453 0.0018138540775990619
leaf_count=149 67 154 197 273 323 1235 182 126 415
internal_value=0 0.00063115 7.58645e-06 0.00144759 -0.000474255 -0.000168292 -0.000576888 0.000118575 0.00105703
internal_weight=0 0.00609534 0.0044528 0.00259648 0.00845898 0.00743274 0.00601705 0.00425818 0.00315215
internal_count=3121 691 537 340 2430 2107 1958 723 597
is_linear=0
shrinkage=0.00824856


Tree=2333
num_leaves=15
num_cat=0
split_feature=14 124 123 4 157 160 12 151 42 52 52 16 4 1
split_gain=0.000249786 0.000165106 0.000319555 0.000260118 0.000247787 0.000292747 0.000326021 0.00021391 0.000160399 0.000178187 0.000199536 0.000222094 0.000216135 6.68184e-05
threshold=0.023790000000000002 0.0049200000000000008 1.0000000180025095e-35 -0.49405499999999997 -0.077384999999999995 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.090369999999999992 -1.0000000180025095e-35 0.077655000000000016 -0.081429999999999989 -0.27167499999999994 0.0061450000000000003 0.090275000000000008
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 13 -12 -13 -10
right_child=-2 -3 -4 4 5 6 7 8 9 -11 11 12 -14 -15
leaf_value=-0.00082674464930520089 -0.00079492725442937737 0.00065589708372071343 0.0007612822876911482 0.00057554107606902591 -0.0006712285143626941 -0.00085153779977679034 -0.00061609479871941415 -0.0004073014454933288 0.00083336098397684055 0.00067100465008598125 0.00036220291491659816 -0.00085461841273706222 2.9714047409996136e-05 0.00024829099870011861
leaf_weight=0.0010941787396042081 0.0010073167246725792 0.0010220986594968512 0.0012935751966880555 0.0016422389990880951 0.0019031319104462563 0.0010425908198414329 0.0010081940057526965 0.0011358230790756542 0.0010064133238678113 0.0019010515052393928 0.0019313385374160079 0.0012287058420280845 0.0017105835161324301 0.0010138253013538545
leaf_count=139 113 71 220 311 600 110 81 594 126 281 111 219 59 86
internal_value=0 2.70978e-05 -8.78356e-06 -6.87266e-05 -1.52988e-05 -8.51968e-05 7.91107e-06 8.98477e-05 0.000161538 0.000235027 0.000114749 -6.15341e-05 -0.000339962 0.000539753
internal_weight=0 0.0189337 0.0179117 0.0166181 0.0155239 0.0138817 0.0119785 0.0109359 0.00992774 0.00879192 0.00689087 0.00487063 0.00293929 0.00202024
internal_count=3121 3008 2937 2717 2578 2267 1667 1557 1476 882 601 389 278 212
is_linear=0
shrinkage=0.00160853


Tree=2334
num_leaves=12
num_cat=0
split_feature=4 16 2 52 47 42 13 2 2 13 3
split_gain=5.91361e-05 5.53848e-05 9.74289e-05 0.000115206 9.3105e-05 9.71006e-05 0.000119448 0.000127369 5.69659e-05 9.18316e-05 4.47507e-05
threshold=0.27287000000000006 -0.36241499999999999 0.10981000000000002 0.0031350000000000002 0.10783500000000001 0.088915000000000008 0.0076650000000000008 0.084245000000000014 0.090675000000000019 -0.093219999999999983 0.10542000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 7 -3 -9 -10 -2
right_child=10 2 3 -5 -6 -7 -8 8 9 -11 -12
leaf_value=-0.0018568876978778581 0.0022891447626151563 0.001720854691716327 -9.8523918854195983e-05 0.0035173480812086201 0.0016384502193153637 -0.0031205466180120045 -0.0029658904764907393 -0.0023800223954912694 -0.0018263980164533533 0.0016586191993289479 -6.2099824065404012e-05
leaf_weight=0.0012829438313988828 0.0012189324334193593 0.0020004494331596571 0.0014501541272904104 0.0010220680172444534 0.0012293849720296651 0.0010623258311584045 0.0010478620722606464 0.0011713021688721549 0.0010392992075267671 0.0010186873393718664 0.0010047341767920326
leaf_count=139 227 408 239 131 104 550 280 613 37 268 125
internal_value=0 -0.000234703 -4.62167e-05 0.00139635 -0.000462394 -0.00081427 -0.000423991 8.53193e-05 -0.000927847 -0.000101342 0.00122677
internal_weight=0 0.0123245 0.0110415 0.00247222 0.00856931 0.00733993 0.0062776 0.00522974 0.00322929 0.00205799 0.00222367
internal_count=3121 2769 2630 370 2260 2156 1606 1326 918 305 352
is_linear=0
shrinkage=0.00824856


Tree=2335
num_leaves=17
num_cat=0
split_feature=1213 124 402 4 123 484 48 0 4 160 16 16 48 160 13 0
split_gain=0.000450048 0.000295479 0.000272068 0.000284618 0.000213718 0.000281751 0.000177639 0.000187449 0.000242838 0.000252531 0.000168071 0.000180263 0.000210147 0.000209132 0.000152451 0.00015335
threshold=-1.0000000180025095e-35 0.11040000000000001 0.073745000000000019 -0.49013999999999996 1.0000000180025095e-35 -0.0068949999999999992 0.12737000000000001 -0.23091999999999999 0.40473500000000007 0.092865000000000017 0.38525000000000004 0.0057500000000000008 0.085875000000000021 -0.030779999999999998 -0.0030199999999999997 -0.10607499999999999
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 -7 9 10 11 12 13 -9 -15 -16
right_child=1 -3 -4 4 -6 6 -8 8 -10 -11 -12 -13 -14 14 15 -17
leaf_value=-0.0009903382935977775 -0.00071802566421570876 0.00082589048545759461 0.00070983195775527923 -0.00080227026838347224 0.00057254925624984068 0.00056464512572665707 -0.00054612280495416898 -0.00047851321151756124 0.00065345314502140105 -0.00080288320781833373 -0.00051389967871267163 0.00052448024683854507 -0.00058416624179249488 0.00058814949044633344 0.00043191870759356598 -0.00034515942711871365
leaf_weight=0.0010303360746569392 0.0013595876320856458 0.0010340057836749619 0.0011481932858568153 0.0010604065400926311 0.0013885778849310844 0.001491278303063834 0.001219378338724487 0.0011346621168272725 0.0011556899485380316 0.0010005888914466085 0.0012775028422131298 0.0016530739798050406 0.0012892000454548941 0.0017981955098396191 0.0010554168149230492 0.0013047659628920927
leaf_count=491 157 30 254 396 230 62 56 290 120 98 125 161 133 364 26 128
internal_value=0 3.64532e-05 -5.76132e-06 -5.09353e-05 2.95867e-06 -4.82662e-05 7.33629e-06 5.86172e-05 -6.05177e-06 -7.85481e-05 -2.36017e-06 7.69924e-05 -3.53904e-05 9.82722e-05 0.000255655 2.33117e-06
internal_weight=0 0.0203705 0.0193365 0.0181883 0.0168287 0.0154402 0.0143798 0.0131604 0.0116691 0.0105134 0.00951282 0.00823531 0.00658224 0.00529304 0.00415838 0.00236018
internal_count=3121 2630 2600 2346 2189 1959 1563 1507 1445 1325 1227 1102 941 808 518 154
is_linear=0
shrinkage=0.00151575


Tree=2336
num_leaves=17
num_cat=0
split_feature=1213 402 124 4 47 47 52 16 157 43 16 457 42 0 12 4
split_gain=0.000367325 0.0002235 0.000242488 0.000299857 0.000325435 0.000193326 0.000339111 0.000249238 0.000277775 0.000448229 0.000254204 0.00018705 0.000244599 0.00022074 0.0002884 0.000184933
threshold=-1.0000000180025095e-35 0.073745000000000019 0.08919500000000001 -0.49013999999999996 0.13148500000000005 0.10980000000000002 -0.24164999999999998 -0.0064149999999999997 -0.069619999999999987 -0.088004999999999986 -0.022939999999999999 0.045365000000000009 0.088380000000000014 -0.077809999999999976 0.084225000000000008 0.053925000000000008
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 -5 10 -9 -10 11 12 13 14 15 -8
right_child=1 -3 -4 4 -6 -7 7 8 9 -11 -12 -13 -14 -15 -16 -17
leaf_value=-0.00098300867787983349 -0.00078886423131022522 0.00080088030455080527 0.00080360543053001549 -0.000851943276310292 -0.00088980903904203835 0.00078986202340614433 0.00020666583109653429 0.0012270859929212519 0.0010448917289418616 -0.00028854662227186943 -0.000838235003623126 0.00058308439685433443 0.00050878857411429954 0.00040447634743296247 -0.0012254685017339751 -0.00062302748819676812
leaf_weight=0.0010708944921421831 0.0014523259639170781 0.0010729386472055026 0.001037929233964118 0.0011694521100849052 0.0010755640059449392 0.001045403570394089 0.0016958512765771873 0.0010217421633199192 0.001163484119490292 0.0019923398369006287 0.0010508457523948573 0.0015733604023406011 0.0016372484563510325 0.001185277991373323 0.0010076657461829328 0.0014538471402989195
leaf_count=491 156 254 58 215 48 96 112 115 90 230 216 101 353 127 379 80
internal_value=0 4.23286e-05 7.24238e-07 -4.42615e-05 1.9082e-05 8.01935e-05 3.05724e-05 0.000105459 0.000453517 0.000203063 -4.59386e-05 5.14024e-05 -6.84459e-05 -0.000245339 -0.000430603 -0.000176306
internal_weight=0 0.0206353 0.0195623 0.0185244 0.0170721 0.0159965 0.0149511 0.0137817 0.00417757 0.00315582 0.0096041 0.00855325 0.00697989 0.00534264 0.00415736 0.0031497
internal_count=3121 2630 2376 2318 2162 2114 2018 1803 435 320 1368 1152 1051 698 571 192
is_linear=0
shrinkage=0.00170698


Tree=2337
num_leaves=12
num_cat=0
split_feature=133 0 12 0 52 160 52 42 1 13 16
split_gain=4.94232e-05 8.58324e-05 8.46508e-05 8.43066e-05 9.68927e-05 9.19035e-05 0.000172078 0.000127113 0.000137302 7.06326e-05 5.16022e-05
threshold=0.10622000000000002 1.0000000180025095e-35 0.083310000000000009 -0.053834999999999994 -0.081429999999999989 -1.0000000180025095e-35 0.083680000000000018 0.08623500000000002 0.095285000000000022 -0.0065549999999999992 -0.4179199999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 9 -6 7 8 -7 -1 -10
right_child=-2 2 -4 -5 5 6 -8 -9 10 -11 -12
leaf_value=0.0031223991446920375 -0.0018418239754451446 0.003505612437875952 0.0002245001830665591 -0.0020452391306132731 -0.002052555908156021 -0.0037910457971494292 0.0033610750480004732 0.0016615379720280161 -0.0015061525721814439 0.00011593395098381421 0.0012181877098756905
leaf_weight=0.0011714626096396116 0.0010125606414820064 0.0010000859188344724 0.0013756430524005658 0.0015538486650865163 0.0018077159984023605 0.001182679811264074 0.0010199025512517834 0.0013637957195316835 0.001005482198734968 0.0011312652708399119 0.0010433745371974945
leaf_count=329 435 161 133 176 655 264 426 204 93 163 82
internal_value=0 0.000123193 0.00160572 -0.000189061 0.000107497 -0.00036959 0.000172208 -0.000535539 -0.00146276 0.00164541 -0.00011879
internal_weight=0 0.0136553 0.00237573 0.0112795 0.00972568 0.00742295 0.00561523 0.00459533 0.00323154 0.00230273 0.00204886
internal_count=3121 2686 294 2392 2216 1724 1069 643 439 492 175
is_linear=0
shrinkage=0.00858181


Tree=2338
num_leaves=12
num_cat=0
split_feature=4 151 160 133 13 2 16 4 1 1 3
split_gain=5.46137e-05 6.4037e-05 0.00010538 0.00012201 0.000134335 0.000115892 0.000119168 0.000113636 0.000213168 8.1412e-05 3.76164e-05
threshold=0.27287000000000006 -0.086769999999999986 -0.082869999999999985 -0.0061299999999999992 -0.0030199999999999997 0.10381000000000001 -0.0034149999999999996 0.0061450000000000003 0.086560000000000012 0.10587000000000001 0.10732000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5 8 -6 -9 -2
right_child=10 2 3 4 7 -7 -8 9 -10 -11 -12
leaf_value=0.0021139827477239005 0.0025592067726059988 -0.0030895114077744666 -0.0029747899277475214 0.0051453008954474065 0.00036704021263179684 -0.0006997810060587361 0.00084246149629174042 0.002865991345069807 -0.0054449495003247306 -0.00080341690388799933 -1.085157483767285e-05
leaf_weight=0.0010057062400989384 0.0012316187072133047 0.0013289879603444752 0.0012816254952296097 0.0012049727163954962 0.0013434726184135158 0.0013173900257862931 0.0013005609162357636 0.0010042615584364908 0.0011282358864217468 0.0014160641723481859 0.0010050009783880709
leaf_count=232 228 478 668 422 200 187 264 73 211 34 124
internal_value=0 -0.000269905 -0.000481593 -0.000134886 0.000282752 0.00166724 0.0029118 -0.000799169 -0.0022859 0.000719124 0.00140438
internal_weight=0 0.0123313 0.0113256 0.00999658 0.00871496 0.00382292 0.00250553 0.00489203 0.00247171 0.00242033 0.00223662
internal_count=3121 2769 2537 2059 1391 873 686 518 411 107 352
is_linear=0
shrinkage=0.0098578


Tree=2339
num_leaves=16
num_cat=0
split_feature=124 123 484 4 43 13 48 0 52 13 150 43 0 12 2
split_gain=0.000291399 0.000259862 0.000246496 0.000246056 0.000173574 0.000183159 0.000166082 0.00022269 0.000163119 0.000205911 0.000293588 0.000251052 0.000534797 0.000193773 4.31166e-05
threshold=0.08919500000000001 1.0000000180025095e-35 -0.0068949999999999992 -0.49405499999999997 -0.25681499999999996 0.10820000000000002 0.12737000000000001 -0.23091999999999999 0.10898500000000001 -0.094514999999999988 0.086730000000000015 -0.074359999999999996 -0.10151999999999999 0.086850000000000024 0.084055000000000005
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 -6 9 13 11 14 -13 -9 -11
right_child=-2 -3 3 4 5 -7 -8 8 -10 10 -12 12 -14 -15 -16
leaf_value=-0.00087064591056882289 0.00082732364389748549 0.00058993269330631117 -0.00080628502934826038 -0.00061352317945120123 0.00064116288077836281 0.00067962472785566711 -0.00063281051404605261 -0.0001396978990249772 -0.00063156455938063224 0.00067904389166833601 -0.00092236122071968788 0.00026834780554654066 -0.0010828933925614028 0.00067558388585319061 0.00021425238860191755
leaf_weight=0.0010261668827660385 0.0010331943126925527 0.0015092782890413587 0.0010619185552666185 0.0011242785355632919 0.0014210582904041749 0.0010803880487040294 0.0010197418960452573 0.001223584878525281 0.0010729624243584123 0.001055745558047412 0.0010339658088553555 0.0019051330919014902 0.0012584385286456739 0.0019665907115113956 0.001010821181370955
leaf_count=486 60 235 117 110 62 76 51 136 339 104 146 93 770 91 245
internal_value=0 -5.01154e-05 -0.000106081 -5.77539e-05 -5.36518e-06 4.33049e-05 -9.70785e-06 4.34716e-05 -3.721e-05 3.02431e-05 -0.000139164 1.56692e-05 -0.000269163 0.000362884 0.0004517
internal_weight=0 0.0187701 0.0172608 0.0162346 0.0151727 0.0140484 0.012968 0.0119483 0.0105272 0.00945428 0.0062641 0.00523014 0.00316357 0.00319018 0.00206657
internal_count=3121 3061 2826 2340 2223 2113 2037 1986 1924 1585 1358 1212 863 227 349
is_linear=0
shrinkage=0.00160853


Tree=2340
num_leaves=15
num_cat=0
split_feature=14 124 123 4 157 160 12 3 151 12 1 457 2 3
split_gain=0.000287392 0.000163642 0.000261607 0.000247271 0.000237488 0.000303701 0.000283502 0.000214026 0.000187029 0.000276384 0.000223614 0.000215957 0.000175547 0.000108897
threshold=0.019675000000000002 0.0049200000000000008 1.0000000180025095e-35 -0.49405499999999997 -0.077384999999999995 -1.0000000180025095e-35 -1.0000000180025095e-35 0.14121000000000003 -0.0083949999999999979 0.092355000000000007 0.11588000000000001 0.032140000000000009 0.086885000000000004 -0.082094999999999987
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 11 12 -11 -8 -10 -14
right_child=-2 -3 -4 4 5 6 7 -9 9 10 -12 -13 13 -15
leaf_value=-0.00088574560616082104 -0.00091751820471192903 0.00072442218516632244 0.00077283294347326988 0.00063541678137112251 -0.00073058553575655171 -0.00085722000073956109 -0.0009635278157560153 0.00086412722222006994 6.1170052123710113e-06 -0.00069618518529472031 0.00031139970921179722 0.00014957317659013714 0.00114954644919559 0.00043255093623445013
leaf_weight=0.0010273615875725913 0.0010021244066693016 0.0010014337592630365 0.0012332094140411328 0.0015808747069387457 0.0018615031614536036 0.0010010863819293345 0.0010934359622602795 0.0010352509424437226 0.0018086034664648509 0.0015926283817906707 0.0011497653716747713 0.0010225041628441622 0.0010379010351883738 0.001684153208167373
leaf_count=139 116 71 220 311 597 110 103 68 468 488 50 82 157 141
internal_value=0 4.03109e-05 3.13191e-07 -5.96223e-05 -2.537e-06 -7.84411e-05 2.78113e-05 0.000112805 2.99624e-05 0.000162509 -0.000273749 -0.000425634 0.000426574 0.000705937
internal_weight=0 0.0181297 0.0171283 0.0158951 0.0148677 0.0132868 0.0114253 0.0104242 0.00938899 0.00727305 0.00274239 0.00211594 0.00453066 0.00272205
internal_count=3121 3005 2934 2714 2575 2264 1667 1557 1489 1304 538 185 766 298
is_linear=0
shrinkage=0.00174112


Tree=2341
num_leaves=18
num_cat=0
split_feature=1213 402 124 4 47 47 52 50 474 457 160 52 0 42 1 3 1
split_gain=0.000559564 0.000209409 0.000201479 0.000284851 0.000218947 0.000275535 0.000289948 0.000215606 0.000209103 0.000235966 0.000242332 0.000258832 0.000345004 0.000297712 0.00040149 0.000304793 4.12736e-05
threshold=-1.0000000180025095e-35 0.073745000000000019 0.10195500000000002 -0.49013999999999996 0.13148500000000005 0.11069000000000002 -0.24164999999999998 0.088425000000000017 0.085860000000000006 0.088350000000000026 0.086075000000000013 0.11434500000000002 -0.026509999999999995 0.088670000000000013 0.10612500000000001 0.084940000000000015 0.088340000000000016
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 10 11 12 13 14 15 16 -8
right_child=1 -3 -4 4 -6 -7 7 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18
leaf_value=-0.001086582526010378 -0.00068819068980418825 0.00067947081583404187 0.0006582928922990131 -0.00075709255588345375 -0.00063231976022971067 0.00082228913365468858 -0.00041497792789758388 -0.00052766332989662721 0.00075099709520817586 0.00057374191202544335 -0.0006325315196052284 -0.00060052119266048589 0.0009531696567424262 0.00063317837457421223 -0.0007984500274758994 0.00077887342311711699 1.554829154905747e-05
leaf_weight=0.0010808639685958776 0.0014352791737340586 0.0010879251134471015 0.0010017262918198258 0.0010566861948453311 0.0011221208255723916 0.001020700516284479 0.0010163700249294326 0.0012741465826779262 0.0011225327404882088 0.0017750394113945573 0.0013142095882627417 0.0011503173241354872 0.0011049620992422144 0.0014511544384851454 0.0015023495075929955 0.0011430438321688996 0.0010301115656385917
leaf_count=491 156 254 42 216 48 90 380 356 141 112 170 216 74 190 88 30 67
internal_value=0 3.22554e-05 -3.81508e-06 -3.96297e-05 1.48588e-05 6.03562e-05 8.30414e-06 6.65561e-05 0.000126597 6.55825e-05 -2.72877e-05 6.74239e-05 0.000173432 3.31791e-05 -0.000152395 0.000151913 -0.000198269
internal_weight=0 0.0206087 0.0195208 0.018519 0.0170837 0.0159616 0.0149409 0.0138842 0.0126101 0.0114876 0.00971252 0.00839831 0.00724799 0.00614303 0.00469187 0.00318953 0.00204648
internal_count=3121 2630 2376 2334 2178 2130 2040 1824 1468 1327 1215 1045 829 755 565 477 447
is_linear=0
shrinkage=0.00151575


Tree=2342
num_leaves=11
num_cat=0
split_feature=1 0 159 4 42 52 4 49 16 47
split_gain=5.81319e-05 0.000138835 9.21307e-05 9.25007e-05 9.83544e-05 0.000117153 0.000159354 0.000146603 8.70038e-05 4.14638e-05
threshold=0.077565000000000009 -0.059114999999999994 0.076905000000000015 -0.084369999999999987 0.097315000000000026 -0.0064899999999999992 0.053925000000000008 -0.043469999999999995 0.23311500000000004 0.10589000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 7 -7 -5 -3 -8
right_child=2 8 -4 4 -6 6 9 -9 -10 -11
leaf_value=-0.0024017722055801874 -0.0019742103227525665 -0.00076466195797041765 0.0021005907957431162 0.00047574932232453086 0.0023955801153467634 0.0025950752251042309 -0.001156817842814697 -0.0029021351329964833 0.0019472106766427323 0.00069237329806909451
leaf_weight=0.0016426418072820132 0.0010944587756990818 0.001605483302649785 0.0013099369522959698 0.0013965092508597676 0.0010413476997704462 0.0015739845639226313 0.0014882924262656951 0.0013611467346923648 0.0010496120393943542 0.0011556390967876196
leaf_count=1460 222 118 299 117 178 279 184 144 58 62
internal_value=0 -0.000728078 0.000284302 2.31749e-05 0.000295855 -1.76021e-05 0.00074991 -0.00119153 0.000307395 -0.000348553
internal_weight=0 0.00429774 0.0104213 0.00911138 0.00801692 0.00697557 0.00421792 0.00275766 0.0026551 0.00264393
internal_count=3121 1636 1485 1186 964 786 525 261 176 246
is_linear=0
shrinkage=0.00732449


Tree=2343
num_leaves=17
num_cat=0
split_feature=1213 14 11 124 402 124 4 3 157 160 151 16 457 2 43 2
split_gain=0.000504112 0.000334714 0.00029579 0.000253223 0.000364301 0.000281055 0.000474861 0.000371168 0.000251427 0.000368863 0.000355509 0.000422148 0.000263035 0.000247129 0.000315015 0.000185051
threshold=-1.0000000180025095e-35 0.054835000000000009 0.088215000000000002 -0.043384999999999993 0.073745000000000019 0.10281000000000001 -0.49013999999999996 -0.14186499999999996 -0.078064999999999982 -1.0000000180025095e-35 -0.0083949999999999979 0.22339500000000004 0.045365000000000009 0.089885000000000007 -0.073404999999999984 0.11215000000000001
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 -5 -8 -9 -10 12 13 -11 14 -12 -15
right_child=1 -3 -4 4 -6 -7 7 8 9 10 11 -13 -14 15 -16 -17
leaf_value=-0.0010909884914842639 0.00074131670674449268 -0.000862761826504308 -0.0007219768343385216 -0.0010859052374145542 0.00098827744013895271 0.00083433111791279889 0.00089094598054299324 0.00067369033745181249 -0.00080741397504577675 -0.0011712251482465549 0.00053780834379878585 -0.00068767351352218081 -3.6424647517139607e-05 0.00097077677672531093 -0.00046377105298706518 0.00019454153611798939
leaf_weight=0.00106773919066113 0.0016316846726250568 0.0010062348793086198 0.0011010626267742287 0.0010414981070474708 0.0010666348839309487 0.0010202222924123863 0.0012112071991572061 0.0011581811512580238 0.0016875646498565973 0.0010107587302298797 0.0015617794102331939 0.0012577636561472601 0.0011075957315231366 0.0018840235135745842 0.0016935034717611699 0.0013742359535885151
leaf_count=491 243 96 98 105 221 39 76 249 473 94 117 148 75 193 305 98
internal_value=0 4.22526e-05 8.82274e-05 0.000135916 7.80634e-05 1.74159e-05 -3.81905e-05 4.00502e-05 -4.08747e-05 -0.00011236 6.24407e-06 0.00016547 -0.000577887 0.000330212 1.67543e-05 0.000643384
internal_weight=0 0.020814 0.0198077 0.0187067 0.017075 0.0160083 0.0149881 0.0139466 0.0127354 0.0115772 0.00988966 0.00777131 0.00211835 0.00651354 0.00325528 0.00325826
internal_count=3121 2630 2534 2436 2193 1972 1933 1828 1752 1503 1030 861 169 713 422 291
is_linear=0
shrinkage=0.00160853


Tree=2344
num_leaves=12
num_cat=0
split_feature=1 123 50 52 159 0 4 15 0 0 2
split_gain=5.83607e-05 0.000110324 0.000136664 9.78442e-05 0.000106502 0.000134171 0.000139605 0.000120176 0.000112494 0.000177937 0.000103035
threshold=0.14000500000000002 1.0000000180025095e-35 0.088425000000000017 0.11434500000000002 0.091530000000000014 -0.062294999999999996 -0.27825499999999997 -0.11713499999999999 -0.10096999999999999 -0.13455999999999999 0.09142500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 -1 9 10 -9
right_child=-2 -3 -4 -5 -6 6 -8 8 -10 -11 -12
leaf_value=-0.0029850622939225054 0.0021708491552288635 0.0027367209451954525 -0.0033640632985590933 -0.0027983679812099136 -0.0027400021081910716 0.00027347399074587156 0.0049042529825391971 0.0018810648340469279 -0.0019973952389260238 0.0043336520798829114 -0.0017670691927741651
leaf_weight=0.0011681520210089702 0.0010592717717065698 0.0011099369850360837 0.00133596881303102 0.0011245175322895399 0.0010287447486808038 0.0012760862276288698 0.0011615718799404175 0.0013490217324658715 0.0013443322801764187 0.0012118074768461317 0.0015584913604063111
leaf_count=179 124 236 518 277 243 129 157 79 997 80 102
internal_value=0 -0.000183898 -0.000442022 -9.41786e-05 0.000206955 0.000541227 0.00248009 -0.000171444 0.00043012 0.00122233 -7.44157e-05
internal_weight=0 0.0136686 0.0125587 0.0112227 0.0100982 0.00906946 0.00243766 0.0066318 0.00546365 0.00411932 0.00290751
internal_count=3121 2997 2761 2243 1966 1723 286 1437 1258 261 181
is_linear=0
shrinkage=0.00966451


Tree=2345
num_leaves=11
num_cat=0
split_feature=4 42 43 52 4 1 12 0 4 1
split_gain=5.909e-05 6.30101e-05 0.000115751 0.000112022 0.000110923 0.000126233 0.00013812 0.000128925 0.000114609 3.38406e-05
threshold=0.27287000000000006 0.091735000000000025 0.12450000000000001 -0.24456499999999998 0.055260000000000011 0.094385000000000011 0.088305000000000008 -0.11437499999999999 -0.0047449999999999992 0.111945
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -5 -7 -2
right_child=9 -3 -4 4 -6 8 -8 -9 -10 -11
leaf_value=-0.0030092715854125826 0.00021605633882727817 -0.0017878437904852648 0.0025575806692074445 0.00050806986223736949 -0.0021038196093557705 0.00022093713541921199 0.0016431873676959953 -0.0029508848800455178 0.0043197790004516554 0.0023169532668962222
leaf_weight=0.0010141969535679947 0.0011310123996719499 0.0016832392947631796 0.0011603359092736904 0.0014861314354019971 0.0015061099283801144 0.0010005114092927481 0.0017833153842248669 0.0017030483626531018 0.0010091380889494239 0.0011276261824166925
leaf_count=269 95 562 166 109 182 176 458 784 63 257
internal_value=0 -0.000244784 -1.19491e-06 -0.000313645 8.43522e-06 0.000464067 -0.000269506 -0.00133904 0.00227916 0.00126493
internal_weight=0 0.012346 0.0106628 0.00950245 0.00848825 0.00698214 0.0049725 0.00318918 0.00200965 0.00225864
internal_count=3121 2769 2207 2041 1772 1590 1351 893 239 352
is_linear=0
shrinkage=0.00858181


Tree=2346
num_leaves=15
num_cat=0
split_feature=124 147 484 15 12 4 157 15 3 133 0 16 52 0
split_gain=0.000237973 0.000199977 0.000287325 0.000198483 0.000168359 0.00018166 0.000269011 0.000311578 0.000189994 0.000167029 0.000149587 0.000185847 0.000140831 0.000173511
threshold=0.10093000000000002 0.089025000000000007 -0.0068949999999999992 -0.10653 0.10645 -0.0029599999999999995 -1.0000000180025095e-35 -0.022504999999999997 -0.08824499999999999 0.039215000000000007 -0.10096999999999999 -0.094359999999999986 -1.0000000180025095e-35 -0.13027499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 12 5 6 -5 -8 -9 -10 11 -7 -4 -14
right_child=-2 -3 3 4 -6 10 7 8 9 -11 -12 -13 13 -15
leaf_value=-0.0010039405321186229 0.00085443255094091064 0.00069258843554652848 0.0008679842582099103 -0.00062000983695176606 -0.00082454949326857805 -0.00056041265423822581 0.0010696875631857445 -0.00036560831757849048 3.4761983351768048e-06 0.00095622507985883125 -0.0008265831408728752 0.00030503611026731341 0.00052492135770697301 -0.00044308005102492121
leaf_weight=0.0010766220711912666 0.0010055712142734699 0.0011189190026755147 0.0011303198305262496 0.0013676719712894334 0.0010878812687041559 0.0016603595234337409 0.0012607166861316127 0.002000127064946425 0.001519696662697953 0.0010018569764430642 0.0015046638698491717 0.0015976492084613936 0.0013700771698511444 0.0010918526064162609
leaf_count=490 45 123 125 282 181 87 193 328 449 230 233 56 98 201
internal_value=0 -5.00667e-05 -9.70953e-05 -3.8255e-05 -0.000142398 -8.01035e-05 0.000102464 0.000273346 5.13129e-05 0.00038202 -0.000354187 -0.000136017 0.000338647 9.56179e-05
internal_weight=0 0.0187884 0.0176695 0.0165929 0.0130006 0.0119127 0.00715007 0.0057824 0.00452168 0.00252155 0.00476267 0.00325801 0.00359225 0.00246193
internal_count=3121 3076 2953 2463 2039 1858 1482 1200 1007 679 376 143 424 299
is_linear=0
shrinkage=0.00181146


Tree=2347
num_leaves=11
num_cat=0
split_feature=1 0 2 3 159 43 52 42 4 151
split_gain=6.06665e-05 0.000108939 0.000120441 0.000164436 6.58553e-05 7.47132e-05 0.000108443 0.000157597 0.000156341 5.43213e-05
threshold=0.104035 -0.033209999999999996 1.0000000180025095e-35 0.12178000000000001 0.082585000000000006 -0.15582499999999996 0.10160000000000001 0.086325000000000013 -0.077679999999999985 -0.0067699999999999991
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 5 -1 7 8 -7 -10
right_child=1 -3 3 -5 -6 6 -8 -9 9 -11
leaf_value=0.0013981230423328395 -0.0017513441963430555 0.0026650226558821454 0.0023929138584207303 -0.00092118730866138222 -0.002235903152204852 0.0027743509322302666 -0.0027618808611760866 -0.0027303205541462029 0.00071070711948465056 -0.001485449863069157
leaf_weight=0.0014151500902019913 0.0014730637491199849 0.0011653500934381911 0.0018635100799335065 0.0016297388852716255 0.0010271758782749076 0.0013059086081424207 0.0010586698582686653 0.0010289314680905423 0.0012351914631066061 0.0013900728668752513
leaf_count=149 172 169 210 140 323 454 419 539 186 360
internal_value=0 0.00056816 7.61295e-05 0.000846755 -0.000427287 -0.000177383 -0.000547821 -7.52581e-05 0.000619669 -0.000452154
internal_weight=0 0.00613166 0.00496631 0.00349325 0.0084611 0.00743392 0.00601877 0.0049601 0.00393117 0.00262526
internal_count=3121 691 522 350 2430 2107 1958 1539 1000 546
is_linear=0
shrinkage=0.0076204


Tree=2348
num_leaves=11
num_cat=0
split_feature=11 48 0 2 1 4 15 3 15 16
split_gain=5.80895e-05 7.43843e-05 0.000144111 9.73729e-05 7.38102e-05 9.39211e-05 0.000167228 0.000114377 0.000102019 8.54684e-05
threshold=0.081790000000000015 0.016865000000000002 -0.20211999999999997 0.10252500000000002 0.11323000000000001 -0.077679999999999985 1.0000000180025095e-35 -0.08824499999999999 -0.018314999999999994 0.22339500000000004
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 7 8 -1 -7 -6
right_child=-2 2 3 -5 9 6 -8 -9 -10 -11
leaf_value=-0.001771797943429683 -0.0020434250717189209 -0.00071016457224002641 0.00090923204244198433 0.0048321086012293275 0.0029628135636458738 -0.002062829765514917 -0.0051467104034278247 0.0018498743900690409 0.0017804712025698854 -0.00069837163314393424
leaf_weight=0.0013236912095309795 0.0011603450166925997 0.001900859434883273 0.0011632171745150901 0.0011102246136365807 0.0011637556534207054 0.0016224586537039558 0.001000201609894398 0.0019160196207808396 0.0010036037377407284 0.0011265626349513114
leaf_count=307 175 82 315 183 225 610 378 536 234 76
internal_value=0 0.000166912 0.00121516 0.00282495 -0.000310978 -0.000802309 -0.00184976 0.00037012 -0.000594033 0.00116195
internal_weight=0 0.0133306 0.0041743 0.00227344 0.00915629 0.00686597 0.00362626 0.00323971 0.00262606 0.00229032
internal_count=3121 2946 580 498 2366 2065 1222 843 844 301
is_linear=0
shrinkage=0.00947501


Tree=2349
num_leaves=15
num_cat=0
split_feature=124 47 47 147 12 52 52 2 15 15 43 1 3 1
split_gain=0.000188762 0.000273915 0.000213019 0.000254699 0.000201658 0.00014774 0.000132656 0.000182378 0.000100153 0.000156492 0.000205078 0.000193152 0.000308632 0.000194297
threshold=0.0049200000000000008 0.13148500000000005 0.10980000000000002 0.089025000000000007 0.10866500000000003 -0.23798499999999997 -0.081429999999999989 0.092120000000000021 0.090455000000000021 0.024640000000000006 -0.14968999999999996 0.094385000000000011 0.0051600000000000005 0.11103500000000001
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 10 -8 12 -12 -13
right_child=-2 -3 -4 -5 -6 6 8 -9 -10 -11 11 13 -14 -15
leaf_value=-0.00063828100225398442 0.00065912767529395966 -0.00087191314310660316 0.000705828174066946 0.00070896408298746789 -0.00078053806528302194 -3.3994170139190036e-05 0.00057435532267497737 0.00084815257690247362 0.00030062486141013624 -0.00066497559103125296 -0.001053391669009147 0.0004256603584539163 -2.1104705738243175e-05 -0.0002999154879777056
leaf_weight=0.0010439840440688583 0.0010063739850102787 0.00100713723303708 0.0010153429523606155 0.0010610496920323764 0.0010667168253048797 0.0015003345567887244 0.0011166726389709187 0.0010177003484988234 0.001483282055859291 0.0013090317519733894 0.0013280728305694999 0.0019589120010965466 0.0017197368587265061 0.0018630878108414246
leaf_count=292 72 57 111 121 210 221 45 100 415 576 516 120 67 198
internal_value=0 -5.62135e-05 -9.22624e-06 -5.33117e-05 -0.000105806 -5.56176e-05 -9.8705e-06 0.000322538 -8.75245e-05 -0.000149461 -6.49656e-05 -0.000168886 -0.00047092 7.19682e-05
internal_weight=0 0.0184911 0.0174839 0.0164686 0.0154075 0.0143408 0.0132968 0.00251803 0.0107788 0.00929551 0.00798648 0.00686981 0.00304781 0.003822
internal_count=3121 3049 2992 2881 2760 2550 2258 321 1937 1522 946 901 583 318
is_linear=0
shrinkage=0.00160853


Tree=2350
num_leaves=18
num_cat=0
split_feature=1213 14 11 453 4 160 160 1374 457 50 13 52 133 13 0 0 3
split_gain=0.000606179 0.00044591 0.000268753 0.000260794 0.000611074 0.000271485 0.000305865 0.000242735 0.000366511 0.000246894 0.000186817 0.000259383 0.000298721 0.000256536 0.000282001 0.000171488 0.000119649
threshold=-1.0000000180025095e-35 0.062655000000000016 0.088215000000000002 1.0000000180025095e-35 0.27287000000000006 -0.091944999999999985 -0.079279999999999975 -0.08070999999999999 0.088350000000000026 0.088280000000000011 -0.084034999999999985 0.10160000000000001 0.083950000000000011 0.090705000000000008 -0.10151999999999999 -0.019414999999999998 0.10893000000000001
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 11 12 -9 14 -12 -15 -6
right_child=1 -3 -4 -5 16 6 7 8 -10 -11 13 -13 -14 15 -16 -17 -18
leaf_value=-0.0011539557191970219 -0.00057152582067971031 -0.0010139839123984862 -0.00063689714625437687 -0.00061254978686492976 0.0014164139298240847 0.0010245369922769322 -0.00067640825835709492 0.00012020705226661853 0.0010055306250047402 0.00069360132510490639 -6.3285235182108066e-06 -0.00044697588148224213 0.0012322163871280097 -0.00027076556770814987 -0.00090740451212772825 0.00054493307963208971 0.00065073589419385183
leaf_weight=0.0011929808464195687 0.0015517038122117429 0.0010189014015737343 0.0012635671937273321 0.0011581228077528474 0.0010081000383246079 0.0010030517128254016 0.0010389474906666871 0.0018450242954014809 0.0012157052501529106 0.0014520447178507584 0.0017850842802161196 0.0010346469696229654 0.0010042359796051115 0.0012613086805109974 0.0019631391014781462 0.0015419699405336829 0.0012073435211747974
leaf_count=491 338 90 101 79 187 179 32 138 64 263 104 33 80 91 701 45 105
internal_value=0 4.63798e-05 9.70222e-05 0.000143227 0.000189508 8.20809e-05 0.000149046 8.69509e-05 0.000147477 5.97262e-05 -2.8475e-05 0.000256638 0.00051214 -0.000197498 -0.000478269 0.000177917 0.000999145
internal_weight=0 0.0223529 0.021334 0.0200704 0.0189123 0.0166969 0.0151452 0.0141421 0.0131032 0.0118875 0.0104354 0.00388391 0.00284926 0.0065515 0.00374822 0.00280328 0.00221544
internal_count=3121 2630 2540 2439 2360 2068 1730 1551 1519 1455 1192 251 218 941 805 136 292
is_linear=0
shrinkage=0.0016407


Tree=2351
num_leaves=16
num_cat=0
split_feature=124 147 11 484 15 12 49 12 15 13 47 160 4 13 49
split_gain=0.000270891 0.000204671 0.000292487 0.000213532 0.000213763 0.000187038 0.000172514 0.000192176 0.000237376 0.000210723 0.000191943 0.000229644 0.000161752 0.000123743 0.000114289
threshold=0.093335000000000015 0.089025000000000007 0.088215000000000002 -0.0068949999999999992 -0.10653 0.10645 0.065470000000000014 0.086700000000000013 0.024640000000000006 -0.095304999999999987 0.083875000000000019 0.086075000000000013 -0.059649999999999988 -0.063184999999999977 0.085805000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 14 6 7 8 10 -9 11 12 -6 -11 -5
right_child=-2 -3 -4 4 5 -7 -8 9 -10 13 -12 -13 -14 -15 -16
leaf_value=-0.00080485098468354788 0.0008189666363719474 0.00062152681995440284 -0.00098566204044754982 0.0006227039644993085 -7.0986111787154662e-05 -0.00078209235515887439 0.00057748735928395514 0.0006935445486018954 -0.00092799610535600663 -0.00050239385462075097 -0.00073933449620350907 -0.00050546553028571885 0.00072112933271791381 0.00020899112359126312 -6.1134619814477508e-05
leaf_weight=0.0010154799972238024 0.0010127956640225136 0.0011327875444663632 0.0010126655952434329 0.0019864487171421781 0.0015349758441222106 0.0010535709899391439 0.0011241659614010845 0.0014269615217701289 0.0012978112561403132 0.0012013977599218033 0.001157555225796969 0.0014977095082325254 0.0013631628859935956 0.0015926065693234997 0.0010443118915383874
leaf_count=480 54 123 107 231 82 164 249 52 297 373 32 88 167 464 158
internal_value=0 -6.87861e-05 -0.000111497 -6.03154e-05 -1.38763e-05 -0.000105589 -4.71495e-05 -0.000110569 -0.000283624 0.000170323 -0.000133037 2.66193e-05 0.000301592 -9.68983e-05 0.000387073
internal_weight=0 0.0194416 0.0183088 0.0172962 0.0162807 0.0132499 0.0121963 0.0110722 0.00685121 0.00422097 0.0055534 0.00439585 0.00289814 0.002794 0.00303076
internal_count=3121 3067 2944 2837 2357 1968 1804 1555 666 889 369 337 249 837 389
is_linear=0
shrinkage=0.00167351


Tree=2352
num_leaves=16
num_cat=0
split_feature=1213 1374 457 484 402 43 52 1 376 16 474 151 2 43 1
split_gain=0.000367265 0.000199069 0.000278844 0.000284451 0.000167799 0.000211836 0.000294145 0.000254424 0.000277956 0.000307318 0.000313534 0.00017893 0.00016775 0.000200163 0.000110868
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.088350000000000026 -0.0068949999999999992 0.073745000000000019 0.18116500000000002 0.19022000000000003 0.13146500000000003 0.048375000000000008 0.16703000000000004 0.084660000000000027 -0.0077149999999999988 0.088850000000000012 -0.071629999999999985 0.10439500000000002
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 7 8 9 10 11 -5 13 -13 -14
right_child=1 2 -4 4 -6 -7 -8 -9 -10 -11 -12 12 14 -15 -16
leaf_value=-0.0010501261386769833 -0.00068776540807621845 -0.00086438912365990233 0.00084393266457610501 -0.00053896451050149076 0.00076448282258311656 -0.00072921351354015684 -0.00081966924900933862 0.00080948107554754058 0.00089357933764450483 -0.00067422175380357286 0.00098927062864799607 0.00025182853355362343 0.00012575098155381099 -0.00066910557058956943 0.00080417594787663283
leaf_weight=0.0010442209241432248 0.0011503564495676235 0.0010929369946455414 0.0013732517457869025 0.0016231692711240493 0.0010318690883370845 0.0010923409404610665 0.0010591842140790101 0.0016330578967744752 0.0011455157977310346 0.0019024579420242717 0.0011232389970010637 0.001603322330235757 0.0017931036953305612 0.0013894200389088273 0.0013182916840293046
leaf_count=491 55 463 116 140 194 158 233 167 110 299 103 126 182 231 53
internal_value=0 2.981e-05 7.28454e-05 1.33832e-05 7.07778e-05 2.51355e-05 8.16101e-05 0.000152158 6.19408e-05 -2.66535e-05 0.000112544 -1.4897e-05 0.000124459 -0.000175727 0.000413198
internal_weight=0 0.0203315 0.0191812 0.0178079 0.016715 0.0156831 0.0145908 0.0135316 0.0118985 0.010753 0.00885055 0.00772731 0.00610414 0.00299274 0.0031114
internal_count=3121 2630 2575 2459 1996 1802 1644 1411 1244 1134 835 732 592 357 235
is_linear=0
shrinkage=0.00177594


Tree=2353
num_leaves=16
num_cat=0
split_feature=124 47 4 14 484 124 160 151 4 42 43 2 13 160 1
split_gain=0.000240932 0.000209889 0.000228093 0.000249012 0.000267477 0.000154934 0.000250781 0.000237408 0.000339678 0.000152604 0.000320409 0.000249526 7.31868e-05 0.000137095 6.23442e-05
threshold=0.08919500000000001 0.13148500000000005 -0.49405499999999997 0.019675000000000002 0.084040000000000017 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.089309999999999987 0.24564500000000003 0.083995000000000014 -0.074359999999999996 0.089885000000000007 -0.016469999999999995 0.088755000000000014 0.10871500000000002
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 11 -11 -9 -13 -14 -10
right_child=-2 -3 3 -5 -6 6 7 8 14 10 -12 12 13 -15 -16
leaf_value=-0.00059546773935991685 0.00070964960349279732 -0.00072615425216053411 0.00057376065746925567 -0.00069589559083329297 0.00060938062818935933 -0.00064026537128968454 -0.00064153171411218321 -0.00061447728659459993 0.00039559675656485044 0.00069509536796897729 -0.0003985562990703478 0.00036865877331800187 -0.00047826794815729648 0.00030139012536991666 0.00092487034934652811
leaf_weight=0.001429073623283982 0.0010024125097057293 0.0010072065264157817 0.0010250878186639405 0.0010020952995323787 0.0019437548609977312 0.0014134700021040851 0.0010650144562323613 0.0019285046247026101 0.001017243555266667 0.0015782458526766019 0.0010088976136890734 0.0012100408233734483 0.0010691116845897783 0.001005496613307913 0.0010280834190737227
leaf_count=153 60 59 219 116 328 526 80 509 65 205 415 92 161 42 91
internal_value=0 -5.30831e-05 -1.48346e-05 3.60869e-05 8.40512e-05 7.55884e-06 -3.95364e-05 3.82879e-05 0.000111825 -3.23419e-05 0.000268609 -0.000181695 7.24026e-05 -0.000100392 0.000661636
internal_weight=0 0.0187313 0.0177241 0.016295 0.015293 0.0133492 0.0123241 0.0109106 0.00984562 0.0078003 0.00258714 0.00521315 0.00328465 0.00207461 0.00204533
internal_count=3121 3061 3002 2849 2733 2405 2186 1660 1580 1424 620 804 295 203 156
is_linear=0
shrinkage=0.00151575


Tree=2354
num_leaves=12
num_cat=0
split_feature=133 3 48 51 4 12 40 49 0 2 0
split_gain=5.47074e-05 9.83525e-05 0.000123389 0.0001237 0.000147474 0.000147032 0.000150941 0.00014033 0.000119067 9.53438e-05 9.81071e-05
threshold=0.10622000000000002 0.16158000000000003 0.11951500000000001 0.08955500000000001 0.40473500000000007 0.088615000000000013 -1.0000000180025095e-35 -0.053364999999999996 -0.060129999999999996 0.088850000000000012 -0.084269999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8 -7 10 -9
right_child=-2 -3 -4 -5 -6 8 7 9 -10 -11 -12
leaf_value=-0.0023485666239165129 -0.0022665881590341634 0.0030094758420794979 -0.0033970985834769749 -0.002548017596834623 0.003983423279254431 -0.0037499400456763778 -0.0014368956434834968 -0.00074045837821921435 0.00020902485170319079 0.0045517863182477844 0.003468287200981311
leaf_weight=0.0010706304156261068 0.0010196659073695965 0.001115554799302477 0.0010551157575315892 0.001456773662813265 0.0011455247295809679 0.0014325778550424665 0.0010533077945336618 0.0011241864981976447 0.0016557346089252079 0.0016310497507364616 0.0011156764409094343
leaf_count=174 435 149 77 290 193 632 123 466 160 211 211
internal_value=0 0.000146611 -0.000104059 0.000193279 0.000583696 0.000154938 0.00107314 0.00181709 -0.00162742 0.00270253 0.00135592
internal_weight=0 0.0138561 0.0127406 0.0116855 0.0102287 0.00908316 0.00599485 0.00492422 0.00308831 0.00387091 0.00223986
internal_count=3121 2686 2537 2460 2170 1977 1185 1011 792 888 677
is_linear=0
shrinkage=0.010055


Tree=2355
num_leaves=18
num_cat=0
split_feature=1213 14 124 123 4 12 484 453 160 3 12 52 52 13 1 15 1
split_gain=0.000533778 0.000307239 0.000261726 0.000315543 0.000392961 0.000332667 0.000313829 0.000305978 0.000216804 0.000263179 0.000159965 0.000278394 0.000332367 0.000224672 0.000150067 0.000148758 0.000184816
threshold=-1.0000000180025095e-35 0.023790000000000002 0.10281000000000001 1.0000000180025095e-35 -0.49405499999999997 -1.0000000180025095e-35 -0.0068949999999999992 1.0000000180025095e-35 -0.090969999999999981 0.14121000000000003 0.092355000000000007 -0.0064899999999999992 -0.081429999999999989 -0.063184999999999977 0.11249000000000002 1.0000000180025095e-35 0.10089500000000001
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 8 -8 10 11 12 -10 -12 -15 16 -13
right_child=1 -3 -4 -5 5 6 7 -9 9 -11 13 15 -14 14 -16 -17 -18
leaf_value=-0.0010564257424367425 -0.00086492847549769986 -0.00078615945191492305 0.00081514037626098201 0.00069056788962365198 -0.00066161953584797364 -0.00071328658133447702 -0.00044081454760875683 -0.00064357051390266423 0.00047051244735865443 0.00096280246680620113 -0.00052189724625389163 0.0004652385915154926 -0.00050126891439242508 -0.00013695301700210625 0.0006690242164443988 0.00023575769300186448 0.0013247157157563047
leaf_weight=0.0010909006024731804 0.0011958329381239153 0.0010059242255368575 0.0010335059477150623 0.0015345627692129526 0.0014328865017299497 0.0010069109349593154 0.0010266405408597976 0.0010005828256187685 0.0017395802313133549 0.0011850539350979359 0.0014119475841548809 0.0012441818189772389 0.001510919314273133 0.0010824262478486731 0.001041388625626638 0.0013961905876914704 0.0010684197156522468
leaf_count=491 138 99 39 234 156 420 293 58 170 65 146 75 117 256 38 273 53
internal_value=0 3.11387e-05 7.24294e-05 3.17675e-05 -2.65253e-05 3.55656e-05 0.000103458 0.000163454 0.000227003 0.000285702 0.000209247 0.000342632 1.88024e-05 -5.32895e-05 0.000258249 0.000626446 0.000862316
internal_weight=0 0.020917 0.019911 0.0188775 0.017343 0.0161471 0.0147142 0.0137073 0.0127067 0.0116801 0.0104951 0.00695929 0.0032505 0.00353576 0.00212381 0.00370879 0.0023126
internal_count=3121 2630 2531 2492 2258 2120 1964 1544 1486 1193 1128 688 287 440 294 401 128
is_linear=0
shrinkage=0.00151575


Tree=2356
num_leaves=17
num_cat=0
split_feature=1213 402 4 456 133 148 15 52 52 1 2 0 47 48 2 12
split_gain=0.000437307 0.000208206 0.000182048 0.000151707 0.000147343 0.000210403 0.000144166 0.000152009 0.000235278 0.000141029 0.000389951 0.000262212 0.00025682 0.000243021 0.000129194 0.000119025
threshold=-1.0000000180025095e-35 0.073745000000000019 -0.51843499999999987 1.0000000180025095e-35 0.083950000000000011 -0.043434999999999994 1.0000000180025095e-35 0.25317500000000004 0.070205000000000017 0.11103500000000001 0.10402500000000002 -0.10151999999999999 0.11069000000000002 0.085130000000000025 0.096540000000000015 0.09141500000000001
decision_type=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 13 -11 -7 -6 -8
right_child=1 -3 3 -5 14 6 15 -9 -10 12 -12 -13 -14 -15 -16 -17
leaf_value=-0.00095051755678831088 -0.0005767270716226326 0.00068254046127578713 0.00059960212279772628 -0.00051838134199736223 9.9305064808901083e-05 0.00062315221112840195 -0.00077116083050752528 -0.00050739735685742559 0.00068354477961182064 -0.00066887443312750345 0.0008572431229271892 -0.0006557300755554216 0.00018155242961745885 -0.00033509517789694337 0.0007302591046609968 -5.439882630059744e-05
leaf_weight=0.0010392723291071234 0.0011266269638243722 0.001049548521952051 0.0012125667485840758 0.0010138735916700231 0.0016254846248812396 0.0012906937171934803 0.0010135070848201972 0.001071794716614353 0.0012492677714385789 0.0016129073245027027 0.0012678342077410143 0.0012359432940021735 0.0015261678710203341 0.0010680926571833282 0.0012817310413161601 0.0010331432604699306
leaf_count=491 60 254 104 215 518 45 212 102 78 163 168 197 58 46 261 149
internal_value=0 3.85615e-05 2.28124e-06 3.95506e-05 7.38564e-05 8.86572e-06 -4.90441e-05 2.23909e-05 8.37713e-05 -9.86924e-06 0.000148642 -0.000101276 -0.000255411 0.000189244 0.00037748 -0.000409341
internal_weight=0 0.0196792 0.0186296 0.017503 0.0164891 0.0135819 0.0123694 0.0103227 0.00925091 0.00800164 0.00486256 0.00359473 0.00313908 0.00235879 0.00290722 0.00204665
internal_count=3121 2630 2376 2316 2101 1322 1218 857 755 677 456 288 221 91 779 361
is_linear=0
shrinkage=0.00148603


Tree=2357
num_leaves=11
num_cat=0
split_feature=41 1 3 16 484 457 4 4 0 43
split_gain=5.43056e-05 6.47555e-05 0.000127439 0.000106396 7.39919e-05 8.51899e-05 0.000103155 0.000170789 6.86554e-05 4.47325e-05
threshold=0.078065000000000009 0.104035 0.11296500000000002 -0.071854999999999988 0.084040000000000017 0.080930000000000016 -0.077679999999999985 0.053180000000000012 0.11070500000000001 -0.080084999999999976
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 4 9 -4 5 6 8 -8 -1 -3
right_child=-2 2 3 -5 -6 -7 7 -9 -10 -11
leaf_value=0.0013277794769443916 -0.0023490806691557277 0.00095559092879916603 0.0015587337454875442 -0.0028048308378490331 0.0020131358487324538 0.001613836871564427 -0.0055029467971688195 -0.00010456511406510041 -0.0018723470951145784 0.0035692433777781752
leaf_weight=0.0017249721334900874 0.0010601541747194973 0.0012631496664664045 0.0012151095161098135 0.0013354224345270005 0.0011925495885741905 0.0012942550105847217 0.0014104000957585361 0.0012663773815750961 0.0013691828810947892 0.0018195583048414227
leaf_count=738 154 160 142 66 278 135 842 253 78 275
internal_value=0 0.000156389 0.00103846 -0.000725967 -0.00044534 -0.000860312 -0.00141519 -0.00294898 -8.82965e-05 0.00249829
internal_weight=0 0.013891 0.00563324 0.00255053 0.00825774 0.00706519 0.00577093 0.00267678 0.00309416 0.00308271
internal_count=3121 2967 643 208 2324 2046 1911 1095 816 435
is_linear=0
shrinkage=0.0106704


Tree=2358
num_leaves=15
num_cat=0
split_feature=14 124 123 4 47 484 12 160 151 4 13 49 4 12
split_gain=0.000293375 0.000252588 0.00031575 0.000292519 0.000271597 0.00022079 0.000246276 0.000266366 0.000287565 0.000242965 0.000167682 0.000224134 0.000346762 0.000126883
threshold=0.054835000000000009 0.10281000000000001 1.0000000180025095e-35 -0.49405499999999997 0.13148500000000005 0.085130000000000011 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.090369999999999992 0.24564500000000003 -0.076599999999999988 -0.081604999999999997 0.0061450000000000003 0.088615000000000013
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 10 13 -12 -13 -10
right_child=-2 -3 -4 4 -6 -7 7 8 9 -11 11 12 -14 -15
leaf_value=-0.00083851757847424224 -0.00083534149241912031 0.00080105127813327661 0.00070976209837334133 -0.00077424166955457948 -0.00080293796610641924 0.00057116546950420764 -0.00057635661162912396 -0.00065253445508570097 0.00067973955326290376 0.00069778175862621682 0.00053442003594372182 -0.00079800728139986748 0.00017042573061779484 1.4066128747803228e-05
leaf_weight=0.0011399276005665216 0.0010151904503316591 0.0010126836643952466 0.0014095918062059188 0.0010144857575541807 0.0010108835410682073 0.0017316998156254185 0.0015519016671745193 0.0010709848598298181 0.001587279624094772 0.0020023318379925326 0.0010701279449545358 0.0017366915817507312 0.0019540846200569299 0.0012914944775018963
leaf_count=140 110 39 236 127 52 294 530 77 291 121 36 755 142 171
internal_value=0 3.40996e-05 -7.72148e-06 -6.6652e-05 -1.17354e-05 4.15461e-05 -2.7519e-05 3.42459e-05 0.000122699 0.000208808 8.06493e-05 -0.000101025 -0.00028527 0.000381101
internal_weight=0 0.0195842 0.0185715 0.0171619 0.016022 0.0150111 0.0132794 0.0122649 0.010713 0.00964201 0.00763968 0.0047609 0.00369078 0.00287877
internal_count=3121 3011 2972 2736 2596 2544 2250 2123 1593 1516 1395 933 897 462
is_linear=0
shrinkage=0.00157699


Tree=2359
num_leaves=11
num_cat=0
split_feature=49 2 457 42 42 484 47 133 3 3
split_gain=5.1275e-05 0.000118243 0.000119445 9.91088e-05 0.000102982 0.000111498 9.0492e-05 0.000108421 0.00015627 0.000172888
threshold=-0.043469999999999995 0.11177500000000001 0.088350000000000026 0.091545000000000015 0.08623500000000002 0.073690000000000019 0.11069000000000002 0.083950000000000011 -0.028564999999999997 0.12178000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 8 -2 -10
right_child=3 -3 -4 -5 -6 -7 -8 -9 9 -11
leaf_value=-0.0018397504330845797 -0.0050922030951201062 0.0038577070725936426 0.0025570817416981154 -0.0026196589797168397 0.0026052293063745782 0.0020539705622520847 0.0015515331728826272 0.0011093243327527649 0.00087704746464227945 -0.0042403771905834753
leaf_weight=0.0016060492756936389 0.0013441702219674587 0.0010532369932630958 0.001022275105695818 0.0016659585630717589 0.0013557293656539836 0.0015410904341792153 0.0012043262809605521 0.0012522392240553216 0.0018726803690389416 0.0010370911167411068
leaf_count=254 758 104 67 614 423 217 82 345 179 78
internal_value=0 0.00101109 -0.000129622 -0.00035564 3.69526e-05 -0.000385013 -0.000945133 -0.00149121 -0.00225673 -0.000946888
internal_weight=0 0.00368156 0.00262832 0.0112733 0.00960733 0.0082516 0.00671051 0.00550618 0.00425394 0.00290977
internal_count=3121 425 321 2696 2082 1659 1442 1360 1015 257
is_linear=0
shrinkage=0.010055


Tree=2360
num_leaves=12
num_cat=0
split_feature=52 1 47 42 51 1 2 43 0 43 48
split_gain=5.04273e-05 0.000121029 0.000109361 0.000125619 0.000131092 0.000141316 0.000144084 0.000106586 0.000118824 0.000141729 3.4105e-05
threshold=-0.40306999999999998 0.13559000000000002 0.10904500000000002 -1.0000000180025095e-35 -0.076794999999999988 0.099660000000000012 0.10803500000000001 -0.084004999999999982 -0.098289999999999975 0.064745000000000011 0.084855000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 7 -7 -6 10 -10 -9
right_child=1 -3 -4 4 5 6 -8 8 9 -11 -12
leaf_value=-0.0025657552806129208 -0.0031468565432645331 0.0041729424071507148 -0.0039858790211936982 -0.0029147545393218102 0.0028153460850730075 0.0067806709892694631 0.0012509093345864917 0.0024931490642238021 -0.0060439884384351781 0.00034190166689926317 -0.00057562591200065367
leaf_weight=0.0010851175672357211 0.0014839587301517599 0.0010525220900151717 0.0010274452958793376 0.0013323937513083335 0.0015894741737820959 0.0011502026351653226 0.0018408267931882827 0.0011922235850250528 0.0010918850544662413 0.0010006190579164576 0.0010007594662691383
leaf_count=324 765 177 115 277 219 170 156 114 663 83 58
internal_value=0 0.000178699 -0.000152072 0.000185106 0.000669937 0.00120865 0.00337738 0.000104515 -0.000900924 -0.00299031 0.00109273
internal_weight=0 0.0137623 0.0127098 0.0116823 0.0101984 0.00886599 0.00299103 0.00587496 0.00428549 0.0020925 0.00219298
internal_count=3121 2797 2620 2505 1740 1463 326 1137 918 746 172
is_linear=0
shrinkage=0.0122569


Tree=2361
num_leaves=16
num_cat=0
split_feature=147 484 52 1 52 133 16 16 0 2 151 133 52 4 1
split_gain=0.000145862 0.000220242 0.000149951 0.000224988 0.000227129 0.000175303 0.000315082 0.000222091 0.000160977 0.000208581 0.000133189 0.000205949 0.000128739 9.85786e-05 7.80154e-05
threshold=0.089025000000000007 -0.0068949999999999992 -0.40306999999999998 0.13559000000000002 -0.046924999999999988 0.10622000000000002 0.19444000000000003 -0.056919999999999991 -0.15202999999999997 0.097070000000000004 -0.00099499999999999979 -1.0000000180025095e-35 1.0000000180025095e-35 0.24564500000000003 0.079415000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 8 6 7 10 -4 -10 -6 -12 -9 14 -13
right_child=-2 2 3 -5 5 -7 -8 12 9 -11 11 13 -14 -15 -16
leaf_value=-0.00070374657886108493 0.0005345404828922582 -0.00050045534243368147 -8.7963635305122052e-05 0.00071817492908748254 -0.00051087139081463151 -0.00073045393586243491 0.00069963973980014958 -0.00098777762355738803 0.00018184686333208894 0.0010607072875084772 -0.00049554322183325455 0.00041731539241583927 -0.00022593519707082537 0.00063224817016923089 -0.00014565806709007686
leaf_weight=0.0011051721032503221 0.001142633536161424 0.0012772484994030683 0.0016449042306767581 0.0011198624674675058 0.0010466348866004522 0.0010386719711011844 0.0011408943936628288 0.0010341737202289739 0.0016528456381905256 0.00105910619044048 0.0010749704086129167 0.0010223466105982477 0.0010879628037012111 0.0012233277243848002 0.0013861343363797407
leaf_count=492 124 284 45 155 62 315 30 170 228 146 578 137 190 82 83
internal_value=0 -3.51937e-05 8.76266e-06 5.06378e-05 -1.23225e-06 -0.000128992 -5.97055e-05 -0.000169708 0.000293623 0.000525071 -1.20283e-05 9.88982e-05 -0.000597201 0.000274845 9.33116e-05
internal_weight=0 0.0179143 0.0168091 0.0155318 0.014412 0.0100551 0.00901644 0.00787555 0.00435686 0.00271195 0.00575341 0.00470678 0.00212214 0.00363181 0.00240848
internal_count=3121 2997 2505 2221 2066 1647 1332 1302 419 374 942 880 360 302 220
is_linear=0
shrinkage=0.00154607


Tree=2362
num_leaves=12
num_cat=0
split_feature=124 48 48 51 484 1 457 3 13 0 15
split_gain=5.53682e-05 7.45135e-05 0.000156336 0.000138454 0.000105975 8.81934e-05 0.000132726 0.000116275 0.00013881 0.000108633 0.000136847
threshold=-0.043384999999999993 0.12737000000000001 0.093265000000000015 0.08955500000000001 0.084040000000000017 0.12811000000000003 0.080930000000000016 -0.083924999999999986 -0.0034749999999999994 -0.084144999999999984 -0.015744999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 8 -2 10 -9
right_child=1 -3 -4 -5 -6 -7 -8 9 -10 -11 -12
leaf_value=0.0018066488923470035 0.0028423863107061957 -0.0025492700166644816 0.0026756649912776016 -0.0033109885323017456 0.0022771452344235144 0.0019038373081395595 0.0022747094014689846 -0.0031828512609322957 -0.0015717393647587724 -0.004386809839173029 0.0012154749686716839
leaf_weight=0.0012663426669121463 0.0010049525606362752 0.001021901346897309 0.0015908201781107837 0.001191041908939987 0.001420729712403577 0.0011695425144478758 0.0010044839250334652 0.0012623173185834472 0.0014339923606048071 0.0013386085337796631 0.0010962016661935138
leaf_count=259 422 82 224 270 286 95 113 261 333 583 193
internal_value=0 -0.000184739 8.36981e-06 -0.000380134 -2.14007e-05 -0.00041437 -0.000794066 -0.00129643 0.000247075 -0.00231466 -0.00113858
internal_weight=0 0.0135346 0.0125127 0.0109219 0.00973083 0.0083101 0.00714056 0.00613607 0.00243894 0.00369713 0.00235852
internal_count=3121 2862 2780 2556 2286 2000 1905 1792 755 1037 454
is_linear=0
shrinkage=0.00910708


Tree=2363
num_leaves=16
num_cat=0
split_feature=124 47 4 1374 457 47 484 4 0 51 15 1 15 16 0
split_gain=0.000196887 0.000289165 0.000224523 0.000219957 0.000261895 0.000203938 0.000170083 0.000160921 0.000147636 0.000168882 0.000235674 0.000249189 0.000233152 0.000186367 5.97832e-05
threshold=0.0049200000000000008 0.13148500000000005 -0.49405499999999997 -0.094929999999999987 0.088350000000000026 0.10980000000000002 -1.0000000180025095e-35 0.27834500000000006 0.062580000000000011 0.012085000000000002 -0.0063699999999999989 0.094825000000000007 0.091650000000000023 -0.079109999999999986 -0.15202999999999997
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 9 10 11 -8 13 -12 -9
right_child=-2 -3 3 4 -6 -7 7 14 -10 -11 12 -13 -14 -15 -16
leaf_value=-0.00061640485107274318 0.00067280772059318341 -0.00088910501156908039 -0.00067657702130061224 -0.00065208188348561517 0.00082988304824961362 0.00071775915956325009 -0.0012323423436816064 0.00016564593160437645 0.00045225010136380029 0.0003129040163685103 -0.00024603697853495021 -0.00021968346288419962 -0.0006192275029523205 0.00053262260133850217 0.0007093038489779732
leaf_weight=0.0014292465234052682 0.0010230230956959135 0.0010099853099482794 0.0010175618715164694 0.0010103556443790173 0.0011621249569471826 0.0010527918089177921 0.0010332629495274975 0.0010341922037954143 0.0013264179269461005 0.0018305216987415732 0.0013540760315821935 0.0016058630244102368 0.0011923529017599729 0.0019272335845423611 0.0010594734164281966
leaf_count=153 72 57 54 429 109 108 471 53 60 286 443 115 336 189 186
internal_value=0 -5.15536e-05 -4.65074e-06 4.8001e-05 9.52984e-05 3.61242e-05 -1.75346e-05 3.43216e-05 -4.85375e-05 -0.000122811 -0.000234945 -0.000616157 -1.00594e-05 0.000211298 0.000440757
internal_weight=0 0.0190455 0.0180355 0.0166062 0.0155887 0.0144265 0.0133737 0.0123634 0.0102697 0.00894331 0.00711279 0.00263913 0.00447366 0.00328131 0.00209367
internal_count=3121 3049 2992 2839 2785 2676 2568 2139 1900 1840 1554 586 968 632 239
is_linear=0
shrinkage=0.00160853


Tree=2364
num_leaves=18
num_cat=0
split_feature=1213 1456 453 11 4 160 1374 51 16 0 12 4 16 16 4 15 0
split_gain=0.000595275 0.000422527 0.000392648 0.000349798 0.000455846 0.000277954 0.000265233 0.000443745 0.000197446 0.000190475 0.000350315 0.000224346 0.000369334 0.000422636 0.000285439 0.000185331 0.000173814
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.088215000000000002 0.27044500000000005 -0.091944999999999985 -0.094929999999999987 0.045645000000000005 -0.105305 0.18019500000000002 -0.040564999999999997 0.076415000000000025 0.24134000000000003 0.0065250000000000004 -0.077679999999999985 -0.091604999999999978 -0.11437499999999999
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 -3 -7 9 -6 10 -8 12 13 14 -12 -9 -13
right_child=1 2 -4 -5 8 6 7 15 -10 -11 11 16 -14 -15 -16 -17 -18
leaf_value=-0.0012266803012293895 -0.0010424671192368219 -0.00066180528834762704 -0.00094095797698901256 -0.00079021732582320713 0.0014100193109293604 -0.00062730369518150314 -0.00069516696030448696 0.0014943363553213465 0.00037193953426306668 0.00070793418776031729 0.00036534698761189332 8.6496428215645702e-05 -0.0008427129506190066 0.00093419115388335746 -0.00065563312073102194 0.00051398782174949943 0.00095345794599426383
leaf_weight=0.0011679006437504058 0.0010275492015988054 0.001301343266509671 0.001044176966492171 0.0011246547931382236 0.0012422419364176915 0.0011561145941891829 0.001718093326837364 0.0010022694032090218 0.001004673965049426 0.0014018336290750897 0.0016229453589514638 0.001262373290372043 0.0013136076994597892 0.0015920595492460027 0.0016992512930423323 0.0014027405284490419 0.0015765480381219055
leaf_count=491 258 288 75 110 234 53 139 50 69 21 339 38 188 111 410 182 65
internal_value=0 4.82219e-05 0.000100434 0.000153684 0.000208698 0.000111548 0.000175455 0.000239058 0.000945858 0.000104175 2.56978e-05 0.000162297 -2.26167e-05 0.0001966 -0.000156868 0.000922541 0.000567949
internal_weight=0 0.0224925 0.0214649 0.0204208 0.0192961 0.0170492 0.0157478 0.0145917 0.00224692 0.0121867 0.0107849 0.00906679 0.00622786 0.00491426 0.0033222 0.00240501 0.00283892
internal_count=3121 2630 2372 2297 2187 1884 1596 1543 303 1311 1290 1151 1048 860 749 232 103
is_linear=0
shrinkage=0.00174112


Tree=2365
num_leaves=12
num_cat=0
split_feature=1 4 4 16 150 151 3 1 3 4 16
split_gain=5.04339e-05 0.000147129 0.000135257 9.22794e-05 8.45725e-05 0.000141334 9.94753e-05 9.49481e-05 8.96195e-05 7.62822e-05 4.07894e-05
threshold=0.08592000000000001 -0.15764999999999998 -0.49405499999999997 -0.014034999999999997 0.080470000000000014 -0.024429999999999997 0.095270000000000007 0.10752500000000002 0.13524500000000003 -0.00099499999999999979 -0.069144999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 7 9 -8 -2 -9
right_child=4 3 -4 -5 5 -7 8 10 -10 -11 -12
leaf_value=-0.0013594977319899694 0.0008778068583625275 -0.00389662329111235 0.0030478629111552265 -0.00055262021392531993 0.0044095523550675966 -0.00013439436041105839 -0.002936618729048292 0.0034228357377654325 0.00053208108146399419 -0.0024618482956660168 0.0008711745350136258
leaf_weight=0.0011503951747860279 0.0013778551180624946 0.0013840279665833675 0.0012577648619283019 0.0014667003865123521 0.0010688931499658501 0.0013201892600270548 0.0015969328769349644 0.0010655308068367227 0.0010756558622023737 0.0010323597035888938 0.0010972527435777583
leaf_count=67 425 1082 54 583 190 98 92 136 126 105 163
internal_value=0 -0.000748072 0.000942435 -0.00217613 0.000382959 0.0018986 -0.000116793 0.000715289 -0.00154055 -0.000552657 0.00212829
internal_weight=0 0.00525889 0.00240816 0.00285073 0.00963467 0.00238908 0.00724559 0.004573 0.00267259 0.00241021 0.00216278
internal_count=3121 1786 121 1665 1335 288 1047 829 218 530 299
is_linear=0
shrinkage=0.00928922


Tree=2366
num_leaves=19
num_cat=0
split_feature=14 1213 52 157 453 160 50 133 1374 0 457 2 15 12 43 52 4 42
split_gain=0.000566444 0.000449375 0.000215465 0.000373122 0.00034844 0.000265734 0.000321772 0.000266162 0.000230013 0.000227128 0.000179793 0.000254841 0.000280155 0.000215646 0.000150064 0.000135041 8.02871e-05 7.65287e-05
threshold=0.076175000000000007 -1.0000000180025095e-35 -0.40306999999999998 -0.073574999999999988 1.0000000180025095e-35 -1.0000000180025095e-35 0.10030500000000002 0.10622000000000002 -0.08070999999999999 -0.060129999999999996 0.088350000000000026 0.098260000000000014 1.0000000180025095e-35 0.086915000000000006 -0.067199999999999996 0.096795000000000006 0.052250000000000012 0.087505000000000013
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 7 8 -7 -5 11 13 15 14 -10 -13 -16 -15
right_child=-2 2 3 4 -6 6 -8 -9 10 -11 -12 12 -14 17 16 -17 -18 -19
leaf_value=-0.00097937547162282737 -0.0011780949649193406 -0.00050249410123351845 0.00080773004841674608 -0.00073585493811032909 -0.00084346150184256804 -0.00052689814246301776 0.0009944944837832646 -0.00063073290154270459 0.0006432323875070477 0.00020810570520127521 0.00087219539375747658 0.00050422026166820413 -0.00017425061613711787 -0.00073914693460184978 -0.00031920876431765281 0.0012253429629978567 0.00027852213472109931 -0.00012635378621592361
leaf_weight=0.0010483812554520832 0.0010140174540356197 0.0014716528560969984 0.0017969503154618106 0.0015552733192603016 0.0010155036398318265 0.0010064476029043598 0.0011512063210393506 0.0010651847290990427 0.0012768876653259237 0.0010700118139796494 0.0010785543119949054 0.0017618147266384651 0.001091368767231149 0.0010177666777691496 0.0011718542920395938 0.0010195220833253416 0.0010683058656763555 0.0010095391920922347
leaf_count=477 101 299 296 488 64 29 99 219 148 98 72 223 44 217 101 18 45 83
internal_value=0 2.78059e-05 7.89944e-05 0.000123667 5.28555e-05 0.000108547 0.000196513 0.000123415 0.000193255 -0.000351116 0.000262312 0.000192461 0.000502862 -2.43531e-05 0.000211773 0.000768554 -3.4158e-05 -0.000433994
internal_weight=0 0.0216762 0.0206278 0.0191562 0.0173592 0.0163437 0.0137185 0.0125672 0.0115021 0.00262529 0.0104956 0.00941706 0.00387271 0.00554435 0.00351705 0.00278134 0.00224016 0.00202731
internal_count=3121 3020 2543 2244 1948 1884 1298 1199 980 586 951 879 285 594 294 241 146 300
is_linear=0
shrinkage=0.00157699


Tree=2367
num_leaves=17
num_cat=0
split_feature=1213 1374 457 484 402 52 52 1 133 376 160 151 12 52 0 15
split_gain=0.000381926 0.000218118 0.000233952 0.000310522 0.000200781 0.000268122 0.000274506 0.000259569 0.000232912 0.000234844 0.000150108 0.000371523 0.00026357 0.00042475 0.00026356 0.000133575
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.088350000000000026 -0.0068949999999999992 0.073745000000000019 -0.40306999999999998 -0.057699999999999994 0.086105000000000015 0.10622000000000002 1.0000000180025095e-35 -0.091944999999999985 -0.0056149999999999993 0.095330000000000012 0.096795000000000006 -0.10096999999999999 -0.094549999999999981
decision_type=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 -8 -12 13 14 -13 -9
right_child=1 2 -4 4 -6 6 8 15 -10 -11 11 12 -14 -15 -16 -17
leaf_value=-0.00098916232752471723 -0.0006560444000155046 -0.00078790861977982591 0.0007109950575960775 -0.00072187309883413938 0.0007612137634572943 -0.00026067640907206035 -0.00059057609778884862 0.0010942853164181503 -0.00072846567464322028 0.00074867373851895123 -0.00074842763285923493 0.00052456259765183417 -0.0003408561846624777 0.001271065360186801 -0.0003626726663225293 0.00039296646960822591
leaf_weight=0.0010392697760924071 0.0011813245436256272 0.0011969389554421705 0.001421736160076576 0.0011825498911368091 0.0010795924278619055 0.0010022557530135574 0.001191321384107027 0.0013183159386227494 0.0011862085971129444 0.001119572162080089 0.0013542652977636708 0.0019910880960438398 0.0017940333590474866 0.0011389890480337783 0.0016466319850351489 0.001641111837394571
leaf_count=491 55 463 116 256 194 113 260 94 254 56 90 81 113 47 278 160
internal_value=0 2.92642e-05 6.92143e-05 2.07905e-05 7.56453e-05 3.09683e-05 8.88391e-05 0.000460979 -4.02351e-05 3.9522e-05 -4.75686e-05 3.40586e-05 0.000195333 0.000396715 0.000122951 0.000705378
internal_weight=0 0.0214459 0.0202646 0.0188429 0.0176459 0.0165663 0.0153838 0.00396168 0.0114221 0.0102359 0.00911633 0.00792501 0.00657074 0.00477671 0.00363772 0.00295943
internal_count=3121 2630 2575 2459 1996 1802 1546 367 1179 925 869 609 519 406 359 254
is_linear=0
shrinkage=0.0016407


Tree=2368
num_leaves=17
num_cat=0
split_feature=1213 1374 484 402 43 52 40 133 151 42 15 0 1 12 1 160
split_gain=0.000493498 0.000330326 0.000307195 0.000254152 0.00026554 0.000318532 0.000232155 0.000374439 0.000217555 0.000268993 0.000350328 0.000309888 0.000257975 0.000255973 0.00020163 0.00026986
threshold=-1.0000000180025095e-35 -0.094929999999999987 -0.0068949999999999992 0.073745000000000019 0.18116500000000002 0.25317500000000004 -0.012109999999999998 0.095000000000000015 -0.091174999999999992 0.087995000000000004 -0.069954999999999989 -0.019414999999999998 0.10797500000000002 0.092355000000000007 0.111945 0.081905000000000019
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 -4 8 -8 10 14 12 -12 -11 15 -10
right_child=1 2 3 -5 -6 -7 7 -9 9 13 11 -13 -14 -15 -16 -17
leaf_value=-0.0011445194700769154 -0.00082955774057282732 -0.00066126746971962029 0.00075190155059461864 0.0008954850020199606 -0.00069875731007464905 -0.00076675205033413963 -0.00049742286940512544 -0.00078633804752548304 -0.00017783186936238298 0.001268535398522654 -0.00013289907748540556 0.0003682236597037957 -0.0011723377430127241 0.00017900683067188328 0.0010437360819353905 0.00092099268868753726
leaf_weight=0.0010412794981876699 0.0011688806928509257 0.0014330570689783583 0.0019067525839774379 0.0011769792160283626 0.0011133947477203745 0.0010058195511395201 0.0011000987577848296 0.0011475509696298675 0.0016210036369265473 0.0013319382666308341 0.0019126181688378079 0.0019187647993360486 0.0010281955491245887 0.0011048694549076199 0.0013388378120033628 0.0010197095424657743
leaf_count=491 55 485 265 201 159 210 96 272 92 101 300 141 39 71 93 50
internal_value=0 3.53614e-05 8.55106e-05 0.000142658 9.2169e-05 0.000145747 0.000205228 0.00012815 0.000212944 0.000282249 0.000146534 -0.000154961 -0.000496318 0.000774534 0.000514699 0.000246478
internal_weight=0 0.0213285 0.0201596 0.0187265 0.0175496 0.0164362 0.0154303 0.0135236 0.012376 0.0112759 0.00883913 0.00485958 0.00294081 0.00243681 0.00397955 0.00264071
internal_count=3121 2630 2575 2090 1889 1730 1520 1255 983 887 715 480 339 172 235 142
is_linear=0
shrinkage=0.00167351


Tree=2369
num_leaves=16
num_cat=0
split_feature=14 11 403 3 124 13 0 0 157 160 151 1 2 43 15
split_gain=0.000229519 0.000259538 0.000192413 0.000250121 0.000203033 0.000227348 0.000217153 0.000327624 0.000247824 0.000257617 0.000438246 0.000197225 0.000101231 9.15749e-05 8.82474e-05
threshold=0.019675000000000002 0.088215000000000002 0.090990000000000015 -0.15121499999999996 -0.043384999999999993 -0.099939999999999987 -0.053834999999999994 -0.019414999999999998 -0.077234999999999984 -1.0000000180025095e-35 -0.0083949999999999979 0.10089500000000001 0.097845000000000015 -0.071629999999999985 -0.074054999999999996
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 8 -8 -7 -10 -11 13 -6 -12 -13
right_child=-2 -3 -4 4 5 6 7 -9 9 10 11 14 -14 -15 -16
leaf_value=0.00080313457427310774 -0.00078320871551060321 -0.00078635548892295299 -0.00061817074655690616 0.00063371046902144657 3.040774496345455e-05 0.0007698066537989599 -0.001218062238404557 1.1802273379079475e-05 -0.00075626926835695738 -0.00069808731532733132 0.00035406993250898809 0.00090158590945567418 0.00063369044192745732 -0.00028280877336199115 0.00025882662810092373
leaf_weight=0.0012937193751935338 0.0010010837544439091 0.001010852512397519 0.0010373354390620917 0.001468299529560106 0.0012682266302295976 0.001002927434426224 0.0010893758581183854 0.0012545271675330023 0.0013237332400656094 0.0016346760511597473 0.0010000608714888556 0.0013416201000307215 0.0018278784691991984 0.0015491974532883517 0.0010062516901241381
leaf_count=113 116 97 250 239 81 244 124 106 488 156 274 50 109 634 40
internal_value=0 2.27085e-05 6.78987e-05 0.000109614 5.27082e-05 -6.95446e-06 -0.000115718 -0.000559802 1.78475e-06 -9.62696e-05 3.74856e-05 0.000283022 0.000386574 -3.29645e-05 0.000626112
internal_weight=0 0.0191087 0.0180978 0.0170605 0.0157668 0.0142985 0.0112024 0.0023439 0.00885847 0.00785554 0.00653181 0.00489713 0.00309611 0.00254926 0.00234787
internal_count=3121 3005 2908 2658 2545 2306 2116 230 1886 1642 1154 998 190 908 90
is_linear=0
shrinkage=0.0016407


Tree=2370
num_leaves=12
num_cat=0
split_feature=41 474 160 133 52 4 151 13 4 4 16
split_gain=5.41283e-05 5.76913e-05 0.000123236 0.000215499 0.000129791 0.000129926 0.000119522 0.000191977 0.000106733 0.000203866 8.33729e-05
threshold=0.078065000000000009 0.085070000000000021 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10744000000000002 -0.35136499999999998 -0.0083949999999999979 0.17001000000000002 0.076415000000000025 -0.053309999999999989 -0.008904999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 -4 5 -5 -7 8 9 -8 -1
right_child=-2 -3 3 4 -6 6 7 -9 -10 -11 -12
leaf_value=-0.0044562515437364626 -0.0023927901328008156 0.0024744420647214429 -0.0041723192239992808 -0.0028436180400692288 0.0040466764419770252 -0.0015312936447059021 0.0054918101127467978 -0.0022959640919984728 0.0052398590843566661 -0.00055081504214092071 -0.00022176955317637108
leaf_weight=0.0011342945237644061 0.0010643079977539485 0.0011631826314189827 0.0010865525429891503 0.0012256509689603278 0.0013675422557578995 0.0016914436653652802 0.001028688252685266 0.0010907128790428669 0.0014349667228382001 0.0018523141085012961 0.0010706989207058875
leaf_count=463 154 316 661 125 129 233 257 92 174 257 260
internal_value=0 0.000152348 -5.56972e-05 0.000423928 0.000939241 0.00042871 0.000993751 0.00178369 0.00281469 0.00160676 -0.00240008
internal_weight=0 0.014146 0.0129829 0.0107779 0.00969132 0.00832378 0.00709813 0.00540668 0.00431597 0.002881 0.00220499
internal_count=3121 2967 2651 1928 1267 1138 1013 780 688 514 723
is_linear=0
shrinkage=0.0108838


Tree=2371
num_leaves=12
num_cat=0
split_feature=52 1 376 47 42 51 13 1 4 3 0
split_gain=5.19899e-05 0.000110661 0.000111582 0.000113852 9.13752e-05 0.000152907 0.00015921 0.000137571 0.000192229 9.62041e-05 8.30459e-05
threshold=-0.40306999999999998 0.13559000000000002 0.048375000000000008 0.10621500000000002 -1.0000000180025095e-35 -0.076794999999999988 -0.084319999999999992 0.094465000000000007 -0.0016099999999999997 -0.078934999999999991 -0.15599999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 9 8 -8 -7 -9
right_child=1 -3 -4 -5 5 6 7 10 -10 -11 -12
leaf_value=-0.0020785205818167713 -0.0028790666406028425 0.0031889388419971223 0.0028700056466293439 -0.0032503823340369418 -0.0030340310995669788 -0.0035034218216392137 0.0021139701219078564 0.0016085553151634442 -0.0031424423448773906 0.00022196916891441981 0.0052052406807676036
leaf_weight=0.0011054467040233105 0.0010130601573052423 0.0010698004542241566 0.0011151781166442764 0.0012148783436012897 0.0012141847685774526 0.0010725084925980559 0.0019210571181748942 0.0012487956154929591 0.0010432280226785272 0.0018111336941394936 0.0012465672353278653
leaf_count=324 737 177 138 134 256 390 426 63 134 174 168
internal_value=0 0.000142266 -0.000110384 -0.000392399 -6.39289e-05 0.000234466 0.000710125 0.00169978 0.000264068 -0.00116361 0.00340529
internal_weight=0 0.0139704 0.0129006 0.0117854 0.0105705 0.00955747 0.00834329 0.00545965 0.00296429 0.00288364 0.00249536
internal_count=3121 2797 2620 2482 2348 1611 1355 791 560 564 231
is_linear=0
shrinkage=0.0098578


Tree=2372
num_leaves=17
num_cat=0
split_feature=1374 457 484 4 403 160 52 16 0 160 133 1 4 4 12 1
split_gain=0.000156225 0.00018161 0.00021703 0.000144589 0.000150045 0.0001688 0.000195915 0.000234287 0.000190975 0.000238047 0.000222402 0.000145003 9.53992e-05 0.000169568 7.57795e-05 7.42403e-05
threshold=-0.094929999999999987 0.088350000000000026 -0.0068949999999999992 0.27044500000000005 -1.0000000180025095e-35 0.086075000000000013 -0.40306999999999998 -0.36241499999999999 -0.14226499999999997 -0.082179999999999989 -1.0000000180025095e-35 0.095285000000000022 -0.084134999999999988 -0.49013999999999996 0.051320000000000005 0.111945
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -6 -8 -9 -10 -11 12 13 -12 -13 -5
right_child=1 -3 3 15 5 -7 7 8 9 10 11 14 -14 -15 -16 -17
leaf_value=-0.00065485437513951555 -0.00076816082807981678 0.00064564105486072801 -0.00062784820542777036 0.00012241766550742225 -0.00062523656971515758 -0.00062006685419389862 -0.000606048557896125 0.00082242126348364521 -0.00052467054593531863 -0.00045274452653256954 -0.00011430402109087463 0.0009769022866770909 -0.00026547734587010829 0.00077468289428272682 0.00036611562850167049 0.00069981300915024857
leaf_weight=0.0010161017689283005 0.0010340693226479928 0.001210934839953103 0.0011344579130027213 0.0013344494799807363 0.0010400674327410162 0.0010955112995614325 0.0010687086141524223 0.0012771356465467463 0.0013179914747718539 0.0010571718845434905 0.0011611080062290391 0.0012872695840784321 0.0010173975895733465 0.0012454904475909263 0.0010194030721351055 0.0011708831986561898
leaf_count=55 481 119 672 76 238 157 57 85 295 312 26 81 151 45 38 233
internal_value=0 1.91493e-05 -2.48016e-05 2.2569e-05 -4.4931e-05 7.60583e-06 6.7442e-05 0.000136372 0.000220933 0.000126164 0.000252536 0.000382643 0.000164149 0.000345775 0.000706973 0.000392267
internal_weight=0 0.018472 0.0172611 0.016227 0.0137217 0.0125873 0.0114917 0.0104517 0.00938297 0.00810583 0.00678784 0.00573067 0.003424 0.0024066 0.00230667 0.00250533
internal_count=3121 3066 2947 2466 2157 1485 1328 1090 1033 948 653 341 222 71 119 309
is_linear=0
shrinkage=0.00167351


Tree=2373
num_leaves=10
num_cat=0
split_feature=484 15 15 15 42 0 48 52 47
split_gain=5.43022e-05 9.06051e-05 7.08321e-05 7.6427e-05 0.00021521 9.4029e-05 0.000226757 0.000137385 0.000131399
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.11713499999999999 1.0000000180025095e-35 0.083995000000000014 -0.10607499999999999 0.086260000000000017 0.096795000000000006 0.092165000000000011
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 6 -4 8 -7
right_child=1 2 3 4 -6 7 -8 -9 -10
leaf_value=-0.0021040132327229569 0.0027517623097569094 -0.0023591512308500989 0.0044632002617639886 -0.0031519027098019419 0.0016972482820512705 -0.0029417565446570688 -0.00093182419856402009 0.0018775594450876597 0.0010391246909777477
leaf_weight=0.0010830846851975435 0.001141240184297016 0.0011678243137267586 0.0016147500160722276 0.0019817291024236483 0.0015033480408278895 0.0019457441969233857 0.0013245647419624085 0.0019759608218084378 0.0012865156071041745
leaf_count=515 232 185 126 588 493 636 84 166 96
internal_value=0 0.000142472 -9.01623e-05 0.000137627 -0.00106014 0.000649966 0.002032 -0.000130001 -0.00135727
internal_weight=0 0.0139417 0.0128004 0.0116326 0.00348508 0.00814754 0.00293931 0.00520822 0.00323226
internal_count=3121 2606 2374 2189 1081 1108 210 898 732
is_linear=0
shrinkage=0.00966451


Tree=2374
num_leaves=17
num_cat=0
split_feature=1213 402 147 52 43 40 13 52 151 4 1 3 12 1 4 4
split_gain=0.000372635 0.000275403 0.000173965 0.000257288 0.000226123 0.000253149 0.000244527 0.000235578 0.000234468 0.00033485 0.000249661 0.000266024 0.000224984 0.000154316 0.000217 0.00012698
threshold=-1.0000000180025095e-35 0.073745000000000019 0.089025000000000007 0.25317500000000004 0.16180500000000003 -0.012109999999999998 -0.055129999999999992 -0.40306999999999998 -0.0083949999999999979 0.010840000000000001 0.104035 0.12178000000000001 0.09474500000000001 0.090840000000000018 -0.27825499999999997 -0.0029599999999999995
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 -9 13 12 -12 14 -10 -16
right_child=1 -3 -4 -5 -6 7 -8 8 10 -11 11 -13 -14 -15 15 -17
leaf_value=-0.0010665853705892595 0.00099456735677235278 0.00068419638287078941 0.00046041169892274588 -0.00085015851270042124 -0.00084019584858468024 -0.00087454338572184453 -0.00010624320686870234 -9.8819245338387847e-05 -0.00054674540009114452 -0.0012133258763422897 0.0011065802694852917 -0.00019750544032143296 0.00013584351387470941 -0.00067882066043158974 0.00042257284321296334 -0.00025868837183962661
leaf_weight=0.0010426737792527804 0.001000979945288815 0.0010560187619223565 0.0011181456136911015 0.0013224994861467136 0.0010380278793593939 0.001050680759736018 0.0010063582571045388 0.0019340210269872824 0.0014729227594187906 0.0010260987817334311 0.0012835384752405421 0.0014569274886220285 0.0011048341952402119 0.001237732737481359 0.0020020148901308829 0.0010306835761116108
leaf_count=491 119 254 117 295 158 271 141 216 72 42 70 81 52 115 422 205
internal_value=0 -9.9743e-05 -0.000143119 -0.000180678 -0.000127485 -8.0082e-05 0.000442687 -0.000157245 -9.71872e-05 -0.000485153 2.2582e-05 0.000333569 0.000657528 -0.00018563 -5.01468e-05 0.000191042
internal_weight=0 0.0201415 0.0190855 0.0179673 0.0166448 0.0156068 0.00200734 0.0135995 0.0125488 0.00296012 0.00958865 0.0038453 0.00238837 0.00574335 0.00450562 0.0030327
internal_count=3121 2630 2376 2259 1964 1806 260 1546 1275 258 1017 203 122 814 699 627
is_linear=0
shrinkage=0.00157699


Tree=2375
num_leaves=11
num_cat=0
split_feature=47 52 47 47 13 4 0 12 2 1
split_gain=5.53859e-05 0.000105582 0.000116736 0.000140541 0.000117333 0.000149455 0.000136314 0.000120293 6.43721e-05 0.000148159
threshold=0.13148500000000005 0.11434500000000002 0.10323000000000002 0.077555000000000013 -0.23438999999999996 -0.35136499999999998 -0.077999999999999986 0.088615000000000013 0.089885000000000007 0.10752500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 8 -7 -10
right_child=-2 -3 -4 -5 5 6 -8 -9 9 -11
leaf_value=0.0032332760558461435 -0.0019854473103951857 -0.0021433387201913834 0.0031996659516845367 -0.0029914025519909397 -0.0031741525005140915 -0.00097491807900718487 0.0027642732854855443 -0.0032148780160822011 0.0033788204740985489 -0.0013715961987094149
leaf_weight=0.0012867085750221706 0.0012452193385128216 0.0016592807783665795 0.0012938871399649924 0.0011994108129553338 0.0011276159105564386 0.00166023138647461 0.0019863858708092956 0.0010050741431790302 0.0015262041195924642 0.0010251243493843432
leaf_count=112 65 476 149 181 153 737 568 427 190 63
internal_value=0 0.000142963 0.00045621 0.000128041 0.000517077 9.75461e-05 0.000609723 -0.000210685 0.000506255 0.0014701
internal_weight=0 0.0137699 0.0121106 0.0108168 0.00961734 0.00833064 0.00720302 0.00521663 0.00421156 0.00255133
internal_count=3121 3056 2580 2431 2250 2138 1985 1417 990 253
is_linear=0
shrinkage=0.00966451


Tree=2376
num_leaves=12
num_cat=0
split_feature=1 3 13 133 159 16 0 1 4 2 1
split_gain=5.2853e-05 0.000131865 0.000114057 0.000107076 8.2865e-05 9.74052e-05 0.000141182 0.000139549 0.000137355 0.000221052 9.59998e-05
threshold=0.077565000000000009 0.097915000000000016 0.10820000000000002 0.081415000000000015 0.076905000000000015 -0.056919999999999991 -0.20211999999999997 0.11588000000000001 -0.033174999999999989 0.079055000000000014 0.096125000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -2 10 -7 -10 -8
right_child=4 -3 -4 -5 -6 8 7 -9 9 -11 -12
leaf_value=-0.0039001365198064941 -0.00093969679798382448 0.0013323223155250205 0.000364319262116457 -0.00074596129337260102 0.0018549155828687591 -0.0029303301240568777 0.0019668257693479683 0.003493988666341606 -0.0016670954735771145 0.0025164416375396933 -0.00066744610514437794
leaf_weight=0.0010488570556310634 0.0019264825084936996 0.0011590787135382641 0.0011404048108238918 0.0010030215581398518 0.0013271178305002225 0.0010844799842472524 0.0012019723543647979 0.0010499659384870961 0.0015008830379978086 0.001004262853990523 0.001458949393571567
leaf_count=787 102 26 122 701 299 281 252 163 154 92 142
internal_value=0 -0.000661669 -0.00138566 -0.00235828 0.000242315 1.03749e-05 0.000576254 0.00136325 -0.000878317 1.00008e-05 0.000522488
internal_weight=0 0.00435136 0.00319228 0.00205188 0.0105541 0.009227 0.00563737 0.00371089 0.00358963 0.00250515 0.00266092
internal_count=3121 1636 1610 1488 1485 1186 659 557 527 246 394
is_linear=0
shrinkage=0.00690203


Tree=2377
num_leaves=16
num_cat=0
split_feature=14 124 123 4 47 14 0 2 0 151 1 42 12 2 16
split_gain=0.000286413 0.000200336 0.000278019 0.000319039 0.00028968 0.000253619 0.000265304 0.000290902 0.000193907 0.000163643 0.000329245 0.000162834 0.000208416 0.000102522 8.67847e-05
threshold=0.023790000000000002 0.08919500000000001 1.0000000180025095e-35 -0.49405499999999997 0.13148500000000005 -0.10708499999999999 -0.10607499999999999 0.084145000000000011 0.041630000000000007 -0.0083949999999999979 0.099660000000000012 0.08623500000000002 0.088615000000000013 0.084245000000000014 -0.101115
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 -7 11 14 -11 13 -13 -8 -9
right_child=-2 -3 -4 4 -6 6 8 9 -10 10 -12 12 -14 -15 -16
leaf_value=-0.00088460504006770654 -0.00087331479549811251 0.00073800836669226408 0.00069759580762163197 -0.00056914500134173246 -0.00086011001722615527 0.001103933152251931 -0.00023423016517717409 -0.00047770151713703765 0.0003994075997556347 -0.00017442881430999291 0.0010062796764240499 0.00065568396809402791 -0.00029161895690145629 -0.00083225852021487714 0.00018741924507905354
leaf_weight=0.0012011958836947055 0.0010017875115267407 0.0010092493819336265 0.0013749554785826143 0.0015982260900044851 0.0010068541609787865 0.0012011564632433665 0.0019559946689933529 0.0010382139820806491 0.0017460053861905502 0.0011524279845530061 0.0014180437003790125 0.0010290564575218923 0.0015929663028454825 0.0012744631866748483 0.0010747332255514053
leaf_count=139 113 60 227 100 52 54 325 58 95 90 68 288 612 786 54
internal_value=0 2.60203e-05 -1.24796e-05 -6.89492e-05 -8.0495e-06 4.88356e-05 0.000122088 0.000383613 -8.04465e-05 0.000198872 0.000476929 -0.000223604 8.01658e-05 -0.000470161 -0.000139393
internal_weight=0 0.0196735 0.0186643 0.0172893 0.0160881 0.0150813 0.0134831 0.00588458 0.00759849 0.00468342 0.00257047 0.00585248 0.00262202 0.00323046 0.00211295
internal_count=3121 3008 2948 2721 2582 2530 2430 324 2106 270 158 2011 900 1111 112
is_linear=0
shrinkage=0.0016407


Tree=2378
num_leaves=11
num_cat=0
split_feature=14 15 131 49 12 15 15 49 3 13
split_gain=5.69678e-05 9.62196e-05 6.74591e-05 0.000111814 8.24356e-05 0.000226426 0.000131816 0.0002388 0.000149801 0.00012226
threshold=-0.10708499999999999 -0.10653 0.088495000000000004 0.0093850000000000027 0.086700000000000013 0.024640000000000006 -0.016799999999999995 -0.043469999999999995 -0.011549999999999998 -0.095304999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 -3 -8 -6
right_child=1 2 -4 -5 9 -7 8 -9 -10 -11
leaf_value=-0.0021020615574910738 0.0023173989612802473 0.0013969471951377945 -0.0024759988624860991 0.0032569570008796184 0.0029698912695446645 -0.0053092960856801746 -0.0007381344030479676 -0.0046539089021781299 0.0046648624817056429 -0.0008730193711662562
leaf_weight=0.0012767841042004959 0.0018803270840616832 0.0013999967453337744 0.0012091217539634833 0.0010502048349311658 0.0016835958271701245 0.0010567155081137123 0.0011418002175837133 0.0013453241909677227 0.0010237088765217006 0.0018037922575950523
leaf_count=140 389 164 367 414 84 330 167 86 88 892
internal_value=0 0.000163775 -0.000181916 8.21286e-05 -0.000270515 -0.0010026 -7.58804e-05 -0.00156823 0.00181604 0.000982211
internal_weight=0 0.0135946 0.0117143 0.0105051 0.00945493 0.00596755 0.00491083 0.00274532 0.00216551 0.00348739
internal_count=3121 2981 2592 2225 1811 835 505 250 255 976
is_linear=0
shrinkage=0.0102561


Tree=2379
num_leaves=16
num_cat=0
split_feature=14 52 157 52 14 15 49 15 133 49 13 0 52 0 2
split_gain=0.000260596 0.000197024 0.000236785 0.00021732 0.000243766 0.000269265 0.000195268 0.00014905 0.000250515 0.000279817 0.000229439 0.000369378 0.000606187 0.000194263 0.000146414
threshold=0.018475000000000002 -0.40306999999999998 -0.073574999999999988 -0.081429999999999989 -0.10708499999999999 -0.15026499999999995 -0.074429999999999982 -0.095869999999999983 0.10622000000000002 -0.073374999999999982 -0.095304999999999987 -0.14454499999999995 0.083680000000000018 -0.11756999999999999 0.090790000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 6 -5 -6 -4 13 9 -9 -11 -12 -13 -7 -14
right_child=-2 2 3 4 5 7 -8 8 -10 10 11 12 14 -15 -16
leaf_value=-0.00062971071627098579 -0.00090639837532485582 0.0006745852019587336 0.0009409194520818184 -0.0009017990654538085 0.000841675367376547 -0.00093224269662325529 1.4656497529685744e-05 -0.00054674673981149383 -0.00079943036276360459 0.00078789112085637383 0.0009174397286666454 -0.0012956358175255647 0.00079967216240166446 8.4201664551783383e-05 -0.00012230372489613833
leaf_weight=0.001362951089794665 0.0010023537020894526 0.0018393442374621321 0.0013430580596657249 0.0010762013018808395 0.0010458827076254605 0.0013683605934204923 0.001541964928084792 0.0016240699516774813 0.0010785524027193552 0.0019440655278650798 0.001166318081440743 0.0011375194124778752 0.0010082264912943534 0.001046638102238988 0.0011779588686045839
leaf_count=314 119 310 102 65 198 75 222 110 324 110 63 428 390 136 155
internal_value=0 2.18119e-05 7.00772e-05 2.92878e-06 -9.05244e-05 -2.12179e-05 0.000445858 -9.93436e-05 4.36996e-06 0.000111955 0.000278223 5.75493e-05 -0.000244194 -0.000491725 0.000302894
internal_weight=0 0.0197611 0.0183982 0.0165588 0.0136738 0.0125976 0.00288502 0.0115517 0.00913671 0.00805816 0.00643409 0.00449002 0.0033237 0.002415 0.00218619
internal_count=3121 3002 2688 2378 2054 1989 324 1791 1580 1256 1146 1036 973 211 545
is_linear=0
shrinkage=0.00177594


Tree=2380
num_leaves=17
num_cat=0
split_feature=1213 147 11 484 3 2 50 52 457 457 475 3 12 43 3 2
split_gain=0.000397432 0.000224961 0.000299818 0.000206427 0.000223416 0.000260328 0.0002286 0.000210173 0.000163267 0.000159583 0.000144347 0.000171747 0.000252614 0.000235529 0.000374682 0.000160801
threshold=-1.0000000180025095e-35 0.089025000000000007 0.088215000000000002 -0.0068949999999999992 -0.12018999999999998 0.10613000000000002 0.099210000000000007 0.11434500000000002 -0.0029299999999999994 0.10378500000000002 -1.0000000180025095e-35 -0.08824499999999999 -0.029094999999999999 -0.074359999999999996 0.086245000000000016 0.10613000000000002
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 -6 10 -10 -12 -13 -14 -15 -16
right_child=1 -3 -4 4 6 -7 -8 -9 9 -11 11 12 13 14 15 -17
leaf_value=-0.0010722997944901246 -0.00066986924533991084 0.00076894267429593213 -0.00092821931904377283 1.5038834759741818e-05 -0.00057832731212005182 0.0011075335734126778 0.00080658917332528601 -0.00071591867736832415 -0.00042050692230697934 -0.00051766196031395194 -0.00035663788193269732 -0.00027898861200964428 0.0010674142226344517 -0.00036654538449901365 0.0012079877388120048 0.00031252691596401978
leaf_weight=0.0010238799558217526 0.0011476606030706013 0.0012054643613835575 0.0010132927789417981 0.00133011212596867 0.001244015282072298 0.0013148157904323554 0.0010094238964834428 0.0013069216408346665 0.001139979095148202 0.0011770172044474067 0.0012512994757521443 0.0015610764454147804 0.0016443482148808825 0.0016093301245664812 0.001102375721357518 0.001355384054220643
leaf_count=491 465 122 109 98 118 57 186 216 196 53 182 227 126 395 35 45
internal_value=0 3.93386e-05 -6.45246e-06 4.48849e-05 9.30071e-05 0.000558127 7.58284e-06 -5.26435e-05 1.90868e-05 8.76419e-05 0.000161366 0.000239186 0.000341702 0.000511353 0.000286534 0.000714167
internal_weight=0 0.0204125 0.0192071 0.0181938 0.0170461 0.00264493 0.0144012 0.0133917 0.0120848 0.0108408 0.00966379 0.00852381 0.00727251 0.00571144 0.00406709 0.00245776
internal_count=3121 2630 2508 2399 1934 155 1779 1593 1377 1259 1206 1010 828 601 475 80
is_linear=0
shrinkage=0.00174112


Tree=2381
num_leaves=12
num_cat=0
split_feature=484 15 43 42 3 4 15 0 43 0 0
split_gain=5.30251e-05 7.70301e-05 8.03541e-05 0.000133014 0.000247289 0.000142401 0.000112421 0.000108793 0.000162307 0.00011024 9.39358e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.052894999999999991 -0.095859999999999987 -0.077774999999999983 -0.083854999999999985 -0.10203999999999998 -0.098289999999999975 0.070450000000000013 -0.14920999999999998 -0.23051499999999997
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 -8
right_child=1 2 6 4 -6 -7 7 8 -10 -11 -12
leaf_value=-0.0021704114085930198 0.0026508323750544008 -0.0023013083201448145 -0.0036942604684131347 0.002099206839569768 0.0050387694838299494 -0.0025168775943661312 0.0017745749049551136 -0.0037389287990494059 0.00084860637065988236 0.0034225512937017181 -0.0025528469770592622
leaf_weight=0.0010856387683064886 0.0011318781555548713 0.0010634297668753916 0.0011179020264463994 0.0014120369573506399 0.0014475398262522882 0.0012955889440450456 0.0010128103325195426 0.0016545335050590013 0.0014746816104009887 0.0012303328983144192 0.0010157779271031397
leaf_count=515 232 127 158 170 283 434 51 789 177 119 66
internal_value=0 0.000137174 -8.64199e-05 0.000871855 0.00168396 -0.000109572 -0.000752663 -0.000237894 -0.001577 0.00104791 -0.000392301
internal_weight=0 0.0138565 0.0127246 0.0052186 0.00415517 0.00270763 0.00750604 0.00638814 0.00312922 0.00325892 0.00202859
internal_count=3121 2606 2374 1014 887 604 1360 1202 966 236 117
is_linear=0
shrinkage=0.010055


Tree=2382
num_leaves=18
num_cat=0
split_feature=14 124 123 484 4 3 12 2 12 13 0 457 2 1 52 16 0
split_gain=0.000555445 0.000204633 0.000341037 0.000326291 0.000320074 0.000185773 0.000310015 0.000267263 0.00020016 0.000307668 0.000283796 0.00024464 0.000247161 0.000302801 0.000209593 0.000234423 0.000221301
threshold=0.076175000000000007 0.10195500000000002 1.0000000180025095e-35 -0.0068949999999999992 -0.49405499999999997 -0.12018999999999998 0.086095000000000019 0.097220000000000015 -0.015429999999999998 -0.28558999999999996 -0.053834999999999994 -0.0029299999999999994 0.11215000000000001 0.10089500000000001 -0.080114999999999978 -0.094359999999999986 -0.10151999999999999
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 -7 -10 11 -11 13 14 -13 -16 -17
right_child=-2 -3 -4 4 5 8 7 -9 9 10 -12 12 -14 -15 15 16 -18
leaf_value=-0.00088120422320036381 -0.0011829290229594918 0.0007444655710995376 0.00073037802126488444 -0.00078059538483058832 0.001143587503649854 -0.00066751257176519984 -0.00051851000838075466 0.00060489359408101649 0.00086988157719923532 -0.00069354887130035521 -0.00078441100724023233 0.00071879650628886864 -0.00037296076095940463 0.00082421553361925533 -0.00077411386105742338 0.00072252625462733899 -0.00022280855028153701
leaf_weight=0.0011567558404407636 0.0010027434734639065 0.0010219426706610515 0.001554475964913103 0.0012577181275499989 0.0010145324385245338 0.0011405852173002563 0.0010486541244905112 0.0011475062055534835 0.0010484648055274449 0.0010247889252432462 0.0011880957548535938 0.0010028305374400106 0.0019029599829732957 0.0019147327018558258 0.0010036852264410645 0.0010314891363772923 0.0016912655701048019
leaf_count=467 101 42 234 118 67 134 51 56 66 119 135 174 121 77 202 36 921
internal_value=0 4.22857e-05 6.63544e-06 -5.39351e-05 1.00732e-06 6.18403e-05 0.000408195 6.84747e-05 -2.40387e-05 3.81156e-05 -4.29337e-05 4.91024e-05 0.000138147 0.000284537 6.60385e-05 -0.000109627 0.000135322
internal_weight=0 0.0211505 0.0201285 0.0185741 0.0174173 0.0161596 0.00321069 0.00219616 0.0129489 0.0118083 0.0107598 0.00957175 0.00854696 0.006644 0.00472927 0.00372644 0.00272275
internal_count=3121 3020 2978 2744 2277 2159 174 107 1985 1851 1785 1650 1531 1410 1333 1159 957
is_linear=0
shrinkage=0.00160853


Tree=2383
num_leaves=13
num_cat=0
split_feature=1 0 42 3 2 11 3 160 151 16 13 13
split_gain=5.70447e-05 0.000135838 7.96663e-05 7.4434e-05 0.000143394 0.00018322 0.000121328 0.000101177 9.70338e-05 0.00015265 3.56565e-05 2.10559e-05
threshold=0.077565000000000009 -0.084044999999999995 0.084145000000000011 0.086245000000000016 0.082850000000000021 1.0000000180025095e-35 -0.078934999999999991 -0.030779999999999998 -0.0083949999999999979 -0.071854999999999988 -0.13710499999999998 -0.055129999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 10 4 6 -6 -2 -5 -9 -10 -3 -8
right_child=3 2 -4 7 5 -7 11 8 9 -11 -12 -13
leaf_value=-0.0038806872076329181 -0.0020853268686203941 -0.00024124952875112553 -0.0020923068658615998 -0.0031059673544740051 0.0055285664946447561 6.0726903813882955e-05 0.0024003889575436371 -0.0021031122881715338 0.003586948971301789 -0.0010516321013285604 0.0021617272503564877 0.00047531676282577958
leaf_weight=0.0010644040286972257 0.0015606235319222481 0.0010424696567810105 0.0010873005225430811 0.0010625850024241767 0.0011754744267852384 0.001034248705028884 0.001005906427081339 0.0011256020175918202 0.0012573519529821553 0.0012907777043729141 0.0011840039233413126 0.0010348282801988908
leaf_count=815 368 19 384 106 235 173 197 80 111 67 418 148
internal_value=0 -0.000935911 9.96806e-06 0.000350659 0.00106925 0.00296937 -9.66225e-05 -0.000531001 0.000213779 0.00123723 0.00103662 0.00142421
internal_weight=0 0.00437818 0.00331377 0.0105474 0.00581108 0.00220972 0.00360136 0.00473632 0.00367373 0.00254813 0.00222647 0.00204073
internal_count=3121 1636 821 1485 1121 408 713 364 258 178 437 345
is_linear=0
shrinkage=0.00947501


Tree=2384
num_leaves=12
num_cat=0
split_feature=133 52 16 52 14 43 1 48 3 3 0
split_gain=5.48109e-05 8.22242e-05 0.000134327 0.000102671 0.000103148 0.000155284 0.000232691 0.000171797 9.2467e-05 5.40322e-05 8.51552e-05
threshold=0.10622000000000002 -0.28430999999999995 0.23311500000000004 -0.090859999999999982 -0.10708499999999999 -0.0037449999999999996 0.091785000000000019 0.085875000000000021 0.10299500000000002 -0.077644999999999978 -0.14454499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -6 9 -9 -7 -11
right_child=-2 2 -4 4 5 7 -8 8 -10 10 -12
leaf_value=-0.0020305775768487224 -0.0021010406522820337 0.0029033094845546089 0.0030838923629967403 -0.0030768532688313604 -0.0044257107097790049 0.0040323788649918313 0.00087245305200085884 -0.0031946599066497638 0.00072513617630910645 0.0033802570807241143 -4.4375360044561915e-05
leaf_weight=0.0014109298073834058 0.0010587601206218473 0.0010075068113722082 0.0014587609785139408 0.0010516429681600827 0.0014455084070147473 0.0010420989459294511 0.0015339075233161649 0.0010400112519947657 0.0011244002056387536 0.0011772775265832536 0.0014604988540866046
leaf_count=317 435 208 129 100 855 299 309 97 80 100 192
internal_value=0 0.000136234 0.00038395 2.20441e-05 -0.00027191 6.23944e-05 -0.00169803 0.000959859 -0.00115835 0.00220573 0.00148409
internal_weight=0 0.0137525 0.0123416 0.0108829 0.00987535 0.0088237 0.00297942 0.00584429 0.00216441 0.00367988 0.00263778
internal_count=3121 2686 2369 2240 2032 1932 1164 768 177 591 292
is_linear=0
shrinkage=0.00947501


Tree=2385
num_leaves=18
num_cat=0
split_feature=1213 14 11 159 159 124 4 0 42 0 13 4 4 52 0 15 1
split_gain=0.000436663 0.000276631 0.000260889 0.00024355 0.000344799 0.000198544 0.000290187 0.000267972 0.0003151 0.000249368 0.000282172 0.000236578 0.00029333 0.000290981 0.000204972 0.000277716 4.89199e-05
threshold=-1.0000000180025095e-35 0.023790000000000002 0.088215000000000002 0.10519500000000001 0.076905000000000015 0.10281000000000001 -0.49013999999999996 0.056435000000000006 0.083995000000000014 -0.10151999999999999 -0.0034749999999999994 0.056795000000000005 0.24564500000000003 -0.066844999999999988 -0.082974999999999979 0.083935000000000023 0.091195000000000012
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 11 -11 13 -13 16 15 -10 -8
right_child=1 -3 -4 -5 -6 -7 7 -9 14 10 -12 12 -14 -15 -16 -17 -18
leaf_value=-0.0010740665658511702 -0.00067372927878899512 -0.00082133286133650183 -0.00070999222646183724 -0.00058554713291665496 0.001050994319285285 0.00082301202566648665 0.00018952426382952764 0.0008453675949030375 0.00019337579766729753 7.9662103235902774e-05 -0.0010912170997579877 -0.0010117008334438017 9.6997008173277315e-05 0.00090416835161195169 -2.891149510410129e-05 0.0013046790930373543 -0.00033227908182301857
leaf_weight=0.0010422783437089257 0.0013573337862670962 0.0010051438641244794 0.0011111577855711366 0.0012640378585137514 0.0011744760205908552 0.0010335182401441092 0.0010122602679984993 0.0013503728139082809 0.0012779528170440181 0.001016996615809041 0.0013306206351430365 0.0010404335191147585 0.0018686604210908925 0.0014984273881455375 0.0015727942898820938 0.001241712917694926 0.0010005535109247621
leaf_count=491 90 99 97 234 220 32 25 58 360 347 292 38 104 63 446 80 45
internal_value=0 3.54974e-05 7.8236e-05 0.000124236 0.000174708 0.000112715 6.55608e-05 0.000136174 6.17066e-05 -0.000117259 -0.000583988 5.34026e-05 -0.000299527 0.000345808 0.000445133 0.000741036 -6.986e-05
internal_weight=0 0.0211565 0.0201513 0.0190402 0.0177761 0.0166016 0.0155681 0.0142108 0.0128604 0.00876795 0.00234762 0.00642034 0.00290909 0.00351124 0.00409246 0.00251967 0.00201281
internal_count=3121 2630 2531 2434 2200 1980 1948 1858 1800 914 639 275 142 133 886 440 70
is_linear=0
shrinkage=0.00167351


Tree=2386
num_leaves=11
num_cat=0
split_feature=2 457 16 52 160 52 2 52 43 12
split_gain=5.08457e-05 5.41175e-05 0.000141284 8.01764e-05 0.000145378 0.000133844 0.000165249 0.000125347 0.000164066 0.000118161
threshold=-1.0000000180025095e-35 -0.0029299999999999994 -0.5048999999999999 -0.046924999999999988 -1.0000000180025095e-35 0.091275000000000009 0.084715000000000013 -0.088204999999999992 -0.074359999999999996 0.082095000000000015
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 7 -5 6 -6 8 -4 -7
right_child=1 2 3 4 5 9 -8 -9 -10 -11
leaf_value=0.0017647149400871688 -0.0019689202208395345 0.0027338738047133931 0.0013580398143818071 -0.0032141253433695663 0.00021025782363548825 0.0035249035379399424 -0.0040288536084445012 0.0023555841238426648 -0.0026877536874727027 -0.00046107674420190414
leaf_weight=0.0010883379043512319 0.00112139753855454 0.0012523229384582722 0.0015817327522061918 0.0015497586331531523 0.0017420940291807494 0.0010171577742879023 0.0011079719265396568 0.0017702542357758907 0.0013841925009138837 0.0011867863580861115
leaf_count=199 245 170 270 582 397 51 432 208 306 261
internal_value=0 -0.000162399 -1.51995e-06 -0.000303602 -0.000914705 -0.000209613 -0.00143771 0.000548474 -0.000530125 0.00137852
internal_weight=0 0.0137137 0.0125923 0.0113399 0.00660377 0.00505401 0.00285007 0.00473618 0.00296593 0.00220394
internal_count=3121 2922 2677 2507 1723 1141 829 784 576 312
is_linear=0
shrinkage=0.00858181


Tree=2387
num_leaves=17
num_cat=0
split_feature=14 157 0 48 48 15 403 12 43 42 16 52 12 1 12 13
split_gain=0.000335172 0.000213969 0.000262234 0.000217312 0.000230729 0.000205948 0.000167058 0.000141547 0.000265112 0.00022287 0.000182833 0.000240153 0.000192999 0.000224554 0.000146308 0.000133381
threshold=0.054835000000000009 -0.073574999999999988 -0.11013499999999998 0.12879500000000002 0.093265000000000015 -0.08730499999999998 0.090990000000000015 0.11650500000000001 -0.15582499999999996 -0.095859999999999987 -0.10850999999999998 -0.081429999999999989 0.084100000000000022 0.094385000000000011 0.09202500000000001 -0.084154999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 7 8 9 -3 15 14 13 -13 -12 -10
right_child=-2 3 -4 -5 5 -7 -8 -9 10 -11 11 12 -14 -15 -16 -17
leaf_value=0.0011514688993354038 -0.00098381731113819041 -3.0988604010193406e-05 -7.2868892675750926e-05 -0.00072554264736410679 4.5309741305021067e-05 0.001068642135946843 -0.00074812032982663303 -0.00060702310274248145 0.00064886179290755649 0.001026832021700433 -0.00020378841650431546 -0.00070207986552323532 -0.0010814506882165821 0.00024054841997292231 0.00069417160828836493 -6.6876376853353077e-05
leaf_weight=0.0010811548823248529 0.0010439294156431292 0.001091118391972512 0.0010409205554947265 0.0012784405660852529 0.0012878432165570539 0.0011100795641550828 0.001007630633081783 0.0011129327911611744 0.0014307945284100371 0.0013518723293719477 0.0011900462324298325 0.0016433662536731964 0.0012178752156757604 0.0014351893282622541 0.0010228327905636055 0.0017604627018696665
leaf_count=39 110 50 359 78 138 95 234 103 173 71 253 150 867 57 133 211
internal_value=0 2.80924e-05 0.000550907 -3.37483e-05 1.93315e-05 0.000519045 -6.46746e-05 -1.27257e-05 4.17405e-05 0.000554375 -8.73614e-05 -0.000254729 -0.000494739 -0.000262637 0.000211265 0.000254024
internal_weight=0 0.0200626 0.00212208 0.0179405 0.016662 0.00239792 0.0142641 0.0132565 0.0121436 0.00244299 0.00970057 0.00650931 0.00429643 0.00307856 0.00221288 0.00319126
internal_count=3121 3011 398 2613 2535 233 2302 2068 1965 121 1844 1460 1074 207 386 384
is_linear=0
shrinkage=0.00174112


Tree=2388
num_leaves=16
num_cat=0
split_feature=14 147 11 124 3 2 124 0 13 457 2 3 52 15 1
split_gain=0.000488208 0.000219669 0.000337062 0.000233881 0.0002631 0.000348305 0.000293538 0.000467249 0.000440674 0.00024253 0.000165138 0.000217417 0.000194979 0.00021581 0.000286382
threshold=0.062655000000000016 0.089025000000000007 0.088215000000000002 -0.043384999999999993 -0.12018999999999998 0.10613000000000002 0.08919500000000001 -0.053834999999999994 -0.089109999999999981 -0.0029299999999999994 0.11215000000000001 0.090900000000000009 -0.080114999999999978 0.088345000000000021 0.095285000000000022
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 -6 11 12 -11 14 -14
right_child=-2 -3 -4 4 6 -7 -8 8 -10 10 -12 -13 13 -15 -16
leaf_value=0.00065866628526211615 -0.0011122548643562468 0.00078107203621743113 -0.00092291729954526976 -4.7080293877247573e-05 -0.00073670373978265225 0.0010913622090814852 0.00075413588258125067 -0.00013499801056795658 -0.0015061269314980391 0.00063353579582992752 -0.00033946554045899879 0.00065934406435739677 -0.00095439333145713994 0.00033839599497582288 0.00013150331036357722
leaf_weight=0.0015772211193256285 0.0010339093963102055 0.0010316250918678124 0.0010013319583741511 0.0016807832702676545 0.001101864978285569 0.0012700835449441783 0.0010125261447682379 0.0013091564009533041 0.0012180567915297475 0.0011033104804905065 0.0020032389363730113 0.0019610827324880731 0.0013545621539736274 0.0015743503896850745 0.0012636751861950235
leaf_count=233 104 118 98 111 209 57 57 42 204 236 198 68 803 508 75
internal_value=0 4.33058e-05 4.13707e-06 5.45057e-05 -2.03691e-06 0.000442917 -9.64849e-05 -0.000163306 -0.00079585 -9.03461e-06 7.75501e-05 0.000192664 1.98518e-05 -0.000141644 -0.000430292
internal_weight=0 0.0204629 0.0194312 0.0184299 0.0168527 0.00295087 0.0139018 0.0128893 0.00252721 0.0103621 0.00926022 0.00725698 0.0052959 0.00419259 0.00261824
internal_count=3121 3017 2899 2801 2568 168 2400 2343 246 2097 1888 1690 1622 1386 878
is_linear=0
shrinkage=0.0016407


Tree=2389
num_leaves=17
num_cat=0
split_feature=1213 124 402 4 47 47 52 50 474 160 15 457 160 2 13 2
split_gain=0.000484453 0.000251769 0.000256157 0.000295936 0.000253271 0.000235718 0.000272458 0.000202907 0.000183854 0.000277791 0.000345543 0.000262558 0.000453988 0.000279314 0.000242816 0.000174897
threshold=-1.0000000180025095e-35 0.10281000000000001 0.073745000000000019 -0.49013999999999996 0.13148500000000005 0.11069000000000002 -0.24164999999999998 0.088425000000000017 0.085860000000000006 -1.0000000180025095e-35 -0.095869999999999983 0.088350000000000026 0.0030550000000000004 0.10803500000000001 -0.0030199999999999997 0.099515000000000006
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 -5 8 9 -8 15 12 13 14 -12 -11
right_child=1 -3 -4 4 -6 -7 7 -9 -10 10 11 -13 -14 -15 -16 -17
leaf_value=-0.0011783174964527085 -0.00078070802190204948 0.00087006003263524409 0.00081844695098041563 -0.00080352713641908789 -0.00080505492419620061 0.00085885997551729835 -0.00050759403026075667 -0.00057171286129840211 0.000820843861611207 -0.00065887623459127552 0.0012516236689473776 0.0010415546089252853 -0.00052827672478125665 -0.00018011088966622384 0.00021257389371606919 0.0002112508366657531
leaf_weight=0.0010013716988733273 0.0014906925883400061 0.0010065007104377568 0.0010421549031446485 0.0011086130080008019 0.0010383626669118731 0.001020126687408608 0.0019590704484153927 0.0012823972367369289 0.0010613716512183494 0.001674350959228685 0.0016553097676889035 0.0014709559905129004 0.0016213606119681728 0.0010936713095744399 0.0010848018132843581 0.0011255784505243317
leaf_count=491 156 39 254 217 48 90 412 356 141 136 240 80 165 72 104 120
internal_value=0 3.73038e-05 -5.18071e-06 -5.11144e-05 1.2133e-05 6.46492e-05 1.11267e-05 7.55037e-05 0.000140619 7.88332e-05 0.000196955 0.000401524 0.000228943 0.000549182 0.000840267 -0.000309083
internal_weight=0 0.0207353 0.0197288 0.0186867 0.017196 0.0161576 0.0151375 0.0140289 0.0127465 0.0116851 0.00972603 0.0069261 0.00545514 0.00383378 0.00274011 0.00279993
internal_count=3121 2630 2591 2337 2181 2133 2043 1826 1470 1329 917 661 581 416 344 256
is_linear=0
shrinkage=0.00170698


Tree=2390
num_leaves=16
num_cat=0
split_feature=124 12 1374 457 484 148 15 52 49 52 13 2 16 1 13
split_gain=0.00021208 0.00020629 0.000198237 0.000321066 0.000314811 0.000175944 0.000210953 0.00017809 0.000152203 0.000278395 0.000430522 0.000363165 0.000232124 0.000208916 8.29298e-05
threshold=0.0049200000000000008 0.11650500000000001 -0.094929999999999987 0.088350000000000026 -0.0068949999999999992 -1.0000000180025095e-35 -0.094549999999999981 -1.0000000180025095e-35 0.082865000000000008 0.10473500000000001 -0.0034749999999999994 0.09678500000000001 -0.004174999999999999 0.080000000000000016 -0.095304999999999987
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 11 12 -8 -12 -9
right_child=-2 -3 3 -5 5 6 8 14 -10 -11 13 -13 -14 -15 -16
leaf_value=-0.00064448011071994602 0.00067326074062781598 -0.00067582963645440813 -0.00085271267993751736 0.00077672418204203478 -0.00058425526260952678 0.00082643767232133637 0.00039493557815898001 -0.00020026292949741154 0.00051675444844184433 -0.00079459651729091513 -6.5394263964556774e-05 0.0011007485052517145 -0.00049217103244611937 -0.00094957924874021341 0.00034099793872438642
leaf_weight=0.0010643772320593206 0.0010549828570072242 0.0011423782987581036 0.0010118047663743553 0.0013152326904793841 0.001002966055344918 0.0013728648538796143 0.0017740086495418288 0.0010342830515717577 0.0010023997075086794 0.0012413693033127941 0.0013260881312088871 0.0010518126058779442 0.0011700929635978241 0.0012323995541288768 0.0019567405509039433
leaf_count=54 72 142 452 116 85 151 606 101 210 287 179 101 142 197 226
internal_value=0 -3.92202e-05 2.20323e-06 4.39394e-05 -1.95642e-05 3.99474e-05 8.75125e-05 0.000365432 -5.03353e-05 -0.000123253 3.89583e-06 0.000320956 4.23672e-05 -0.000491298 0.000153832
internal_weight=0 0.0186988 0.0175564 0.0164921 0.0151768 0.014165 0.0131621 0.00436389 0.00879817 0.00779577 0.0065544 0.00399591 0.0029441 0.00255849 0.00299102
internal_count=3121 3049 2907 2853 2737 2285 2200 478 1722 1512 1225 849 748 376 327
is_linear=0
shrinkage=0.00154607


Tree=2391
num_leaves=12
num_cat=0
split_feature=147 48 48 1 12 52 160 0 0 43 3
split_gain=5.49018e-05 9.75602e-05 0.000141493 9.34043e-05 0.000131235 6.98825e-05 0.000116129 9.15722e-05 9.83806e-05 0.000106472 8.7504e-06
threshold=0.087350000000000025 0.12879500000000002 0.093265000000000015 0.11323000000000001 0.051320000000000005 -0.081429999999999989 -0.079009999999999983 -0.10224499999999999 -0.083914999999999976 -0.15582499999999996 -0.0080949999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 10 -7 -8 -9 -10 -1
right_child=-2 -3 -4 4 -6 6 7 8 9 -11 -12
leaf_value=9.6839452227182363e-05 0.0018354720662039454 -0.0026018275921763606 0.0021792509774271368 0.0032477715843020529 -0.00056439313855223582 -0.0036110225618969515 -0.0022713346703636681 0.0021593951764239225 0.0013535153628855734 -0.0019333279645690953 0.0011871001893745785
leaf_weight=0.0010010738410047417 0.0010106075146256105 0.0010276685880826414 0.001808271181027111 0.0010901601892373538 0.0014079227680311446 0.0010653670176256997 0.0016588779357909235 0.0010810208806249378 0.0010457352138693084 0.0018690391847535764 0.0010024015640534053
leaf_count=450 146 84 261 192 120 442 175 418 77 649 107
internal_value=0 -0.000154999 3.7983e-05 -0.000307065 0.00109923 -0.000709775 -0.00111288 -0.000642223 3.41119e-05 -0.000754105 0.000642331
internal_weight=0 0.0140575 0.0130299 0.0112216 0.00249808 0.00872352 0.00672004 0.00565467 0.0039958 0.00291477 0.00200348
internal_count=3121 2975 2891 2630 312 2318 1761 1319 1144 726 557
is_linear=0
shrinkage=0.00824856


Tree=2392
num_leaves=10
num_cat=0
split_feature=1 15 16 16 159 2 0 2 43
split_gain=4.76018e-05 0.000118734 0.000161337 0.000118241 7.80274e-05 7.16457e-05 0.000148418 7.50885e-05 9.82663e-05
threshold=0.104035 -0.016799999999999995 -0.061854999999999993 -0.44310499999999992 0.082585000000000006 0.092875000000000013 0.089620000000000019 0.088850000000000012 -0.077604999999999993
decision_type=2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 7 -7 8 -1
right_child=1 -3 -4 -5 -6 6 -8 -9 -10
leaf_value=0.0020924975140047689 -0.0008058976546486148 0.0029731935695760507 -0.0024874033277611117 0.0035420698512426121 -0.0031052889136644391 -0.0035536161973463588 0.00079083001260166674 0.0025988979932769401 -0.0017787184386943949
leaf_weight=0.0011409434815283861 0.0012760071402894511 0.0016986880455788786 0.0018962600074761554 0.0013581215948717581 0.0010712700109403953 0.0015851830883376258 0.0017296740621298053 0.0014720947991165474 0.0017439691177538158
leaf_count=410 173 154 197 167 323 576 77 273 771
internal_value=0 0.000660771 -0.000206281 0.00143586 -0.000512475 -0.000150425 -0.00128671 0.000714072 -0.000247705
internal_weight=0 0.00622908 0.00453039 0.00263413 0.00874313 0.00767186 0.00331486 0.00435701 0.00288491
internal_count=3121 691 537 340 2430 2107 653 1454 1181
is_linear=0
shrinkage=0.0102561


Tree=2393
num_leaves=16
num_cat=0
split_feature=124 47 4 0 403 1374 48 14 0 1 0 1 15 150 2
split_gain=0.000178776 0.000220964 0.00025303 0.000212461 0.000266226 0.000203766 0.000227526 0.000258054 0.000210617 0.000209762 0.000198117 0.00014746 0.000113081 0.000110725 8.54697e-05
threshold=0.0049200000000000008 0.13148500000000005 -0.49405499999999997 1.0000000180025095e-35 -1.0000000180025095e-35 -0.094929999999999987 -0.075804999999999984 -0.23083499999999998 -0.10607499999999999 0.085110000000000005 -0.084269999999999984 0.090475000000000014 -0.10653 0.081835000000000019 0.10584500000000001
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 -9 -10 -12 -11 -14 -5
right_child=-2 -3 3 14 5 6 7 8 10 12 11 -13 13 -15 -16
leaf_value=-0.00067389887987391139 0.00066715912252508953 -0.00080129021902715911 -0.00082940874468902703 0.00080015791766859163 -0.00066392160226822839 -0.00064120303588817125 -0.00050496057379060232 -0.00016176792362730793 -0.00042977608554223322 0.0010638451984213194 0.00055108881384016847 -0.00019577497204293837 0.00011873091501276893 0.00084424357334801636 0.00015651529729612346
leaf_weight=0.0014682619380653661 0.0010226658080484804 0.0010395971632902725 0.0010682185148364548 0.0013161364323730556 0.0010619421026580875 0.001057765078554763 0.0013844312880033913 0.0010110328858124731 0.0017431366414520279 0.0014483155869661896 0.001986513442217344 0.0011802424630232393 0.0012175800995347652 0.001141414794621487 0.0010299767683061012
leaf_count=153 72 57 732 101 54 112 93 111 552 100 498 268 75 68 75
internal_value=0 -5.09834e-05 -7.92411e-06 5.08158e-05 -2.57618e-05 3.91147e-05 0.000100459 0.000171054 0.000267258 0.000515826 2.33253e-05 0.000272734 0.000695762 0.000469775 0.00051759
internal_weight=0 0.0191546 0.018115 0.0166467 0.0143006 0.0132324 0.0121704 0.0111127 0.00972824 0.00481834 0.00490989 0.00316676 0.00380731 0.00235899 0.00234611
internal_count=3121 3049 2992 2839 2663 1931 1877 1765 1672 354 1318 766 243 143 176
is_linear=0
shrinkage=0.00167351


Tree=2394
num_leaves=12
num_cat=0
split_feature=133 3 48 50 3 0 0 0 15 1 52
split_gain=5.00292e-05 8.96247e-05 0.000117789 0.000110256 0.000144191 0.000122633 0.000148696 0.000108786 9.07233e-05 0.000129593 8.48402e-05
threshold=0.10622000000000002 0.16158000000000003 0.11951500000000001 0.083090000000000011 -0.15121499999999996 -0.10607499999999999 -0.084044999999999995 -0.053834999999999994 -0.11713499999999999 0.097115000000000021 -0.088204999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 8 -7 -8 -6 -10 -9
right_child=-2 -3 -4 -5 5 6 7 10 9 -11 -12
leaf_value=0.003654700150782265 -0.0019464987781024662 0.0026316621596269791 -0.0030735326702604391 -0.0023922352284961013 -0.0011145664772570687 -0.0037498338444570452 0.0023088929621092576 -0.0030549246011103998 0.00053614290094233981 0.0044075257200167752 0.00027115150997035009
leaf_weight=0.0011102237091442013 0.0010804739706652073 0.0011336657965244643 0.0010504725401281343 0.0012862723824181048 0.0010025628847503826 0.0011696028659821753 0.0012347106525362091 0.0010714098060199892 0.0018467866358106199 0.0012519022653745271 0.001730741969582541
leaf_count=174 435 149 77 442 98 619 627 123 138 93 146
internal_value=0 0.000128666 -9.38061e-05 0.000173629 0.000490429 0.000112995 -0.000833346 1.16506e-05 0.00131436 0.00210022 -0.00100058
internal_weight=0 0.0138884 0.0127547 0.0117042 0.0104179 0.00930772 0.00520647 0.00403686 0.00410125 0.00309869 0.00280215
internal_count=3121 2686 2537 2460 2018 1844 1515 896 329 231 269
is_linear=0
shrinkage=0.00928922


Tree=2395
num_leaves=12
num_cat=0
split_feature=43 1 52 0 16 13 0 15 2 0 1375
split_gain=5.21941e-05 0.000111284 0.00010698 0.000108739 0.0001556 0.000175851 0.000121505 0.000109397 0.000123816 6.23792e-05 0.000131288
threshold=-0.40263499999999991 0.13559000000000002 0.11434500000000002 -0.077999999999999986 0.064860000000000015 -0.084869999999999987 -0.10011499999999998 -0.11713499999999999 0.083585000000000007 -0.14920999999999998 -0.012484999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 -5 -6 7 -2 -9 10 -10
right_child=1 -3 -4 4 5 -7 -8 8 9 -11 -12
leaf_value=-0.0019530745973945823 -0.0020509638803686862 0.0030413810762937193 -0.0023174544151214021 0.0038470564098176639 0.0027296363610829571 -0.0024980626495086627 -0.0029595073294000859 0.0032645081141575946 0.001136775242671386 0.0017397462514001927 -0.0034495437430734723
leaf_weight=0.0011137237394296387 0.0014859764745704523 0.0010518050968296869 0.0016391440328095913 0.001487314878202738 0.0010507519186226943 0.0011774155508730878 0.0013396056060186413 0.0013070946296741019 0.0011410226704118287 0.0010411262194369442 0.0010200888182321233
leaf_count=122 136 182 450 385 35 349 1128 57 26 151 100
internal_value=0 0.000137781 -0.000102891 0.000225603 0.00152031 -3.28015e-05 -0.000430229 0.000134918 0.00085524 -0.000128179 -0.00102806
internal_weight=0 0.0137413 0.0126895 0.0110504 0.00371548 0.00222817 0.00733491 0.00599531 0.00450933 0.00320224 0.00216111
internal_count=3121 2999 2817 2367 769 384 1598 470 334 277 126
is_linear=0
shrinkage=0.00928922


Tree=2396
num_leaves=12
num_cat=0
split_feature=4 3 42 43 403 42 16 4 52 3 12
split_gain=5.62608e-05 6.67065e-05 5.9372e-05 8.16236e-05 0.000121405 0.000102737 0.000136162 9.47847e-05 0.000142139 0.000110269 5.11237e-05
threshold=0.27287000000000006 0.10732000000000001 0.091735000000000025 0.12450000000000001 0.017340000000000005 -1.0000000180025095e-35 0.16703000000000004 0.071150000000000005 -0.0064899999999999992 0.090900000000000009 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 7 8 9 -7 -10
right_child=1 -3 -4 -5 -6 6 -8 -9 10 -11 -12
leaf_value=-0.0024921410076515424 0.0023901008580668216 -0.00036529209378145669 -0.0015866632323714321 0.0019740670815588824 0.0023693265453633323 -0.0019170978482756223 -0.0027304204151380974 -0.0019235250253354405 0.0032223455614653115 0.0012720705336700176 0.00085469306414909512
leaf_weight=0.0014249848539142889 0.0012227634840096405 0.001007184687680629 0.0017258598066453709 0.0011703087363565028 0.0010012846886852346 0.0015098722940355652 0.0010987261382292279 0.0010042346871148577 0.0013070608960752341 0.0012421074545891919 0.0010210630056597565
leaf_count=534 228 124 562 166 233 429 233 82 100 78 352
internal_value=0 0.00114559 -0.000221396 -2.8115e-06 -0.000243573 -0.000547504 -0.000161725 0.000302137 0.000742105 -0.000477665 0.00218395
internal_weight=0 0.00222995 0.0125055 0.0107796 0.00960933 0.00860805 0.00718306 0.00608434 0.0050801 0.00275198 0.00232812
internal_count=3121 352 2769 2207 2041 1808 1274 1041 959 507 452
is_linear=0
shrinkage=0.00792826


Tree=2397
num_leaves=18
num_cat=0
split_feature=14 1213 124 123 4 484 50 157 48 12 13 12 48 3 4 2 43
split_gain=0.000547831 0.000419655 0.000279961 0.000341652 0.000372982 0.000360051 0.000243226 0.000294527 0.00031881 0.000289501 0.000339203 0.00025873 0.000258429 0.000180459 0.00029188 0.00028936 7.68128e-05
threshold=0.076175000000000007 -1.0000000180025095e-35 0.10281000000000001 1.0000000180025095e-35 -0.49405499999999997 -0.0068949999999999992 0.10030500000000002 -0.077609999999999985 0.11951500000000001 -1.0000000180025095e-35 -0.099939999999999987 0.095330000000000012 0.093675000000000022 -0.083924999999999986 0.0061450000000000003 0.092480000000000021 -0.09002499999999998
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 -7 9 -9 11 -11 13 16 -15 -16 -12
right_child=-2 2 -4 -5 5 6 -8 8 -10 10 12 -13 -14 14 15 -17 -18
leaf_value=-0.00096734088738455485 -0.0011839785924501064 -0.0008830033213441551 0.00087064825002752962 0.00077997366247670901 -0.00085418728463214127 0.00077649844013094962 0.00080887555874490096 -0.00072456583123167901 -0.00087842136447890441 0.0011361670333871071 -3.9820337709870663e-05 9.5634900293805976e-05 0.00073426805428945428 -0.0008909399504775931 0.00040637354983239068 -0.00062812029775512093 0.00048941430842306571
leaf_weight=0.0010313412981824898 0.0010004497463227393 0.0012147153310766738 0.001107926112187351 0.0014868920759165951 0.0010879855042699822 0.0012975285907032503 0.0011680629150252414 0.0011384960823245431 0.001046754701135911 0.0013235666234163697 0.0017174673100308208 0.0011603220071226827 0.0010151686563188989 0.0015788314903248746 0.001659250270152862 0.001209567696647873 0.0012091055787261662
leaf_count=477 101 138 39 234 428 188 166 130 43 78 171 36 67 389 69 118 249
internal_value=0 3.37527e-05 8.43104e-05 3.92023e-05 -2.25837e-05 4.03322e-05 0.000103023 4.55925e-05 -2.70322e-05 4.71613e-05 0.000127966 0.000650094 -2.66233e-05 -0.000131371 -0.000335486 -2.97958e-05 0.000178832
internal_weight=0 0.021453 0.0204216 0.0193137 0.0178268 0.0166121 0.0155241 0.0143561 0.0130585 0.0120118 0.0108733 0.00248389 0.00838939 0.00737422 0.00444765 0.00286882 0.00292657
internal_count=3121 3020 2543 2504 2270 2132 1704 1538 1350 1307 1177 114 1063 996 576 187 420
is_linear=0
shrinkage=0.00160853


Tree=2398
num_leaves=12
num_cat=0
split_feature=43 40 133 4 43 15 0 47 1 3 151
split_gain=5.78062e-05 0.000108158 0.00013963 0.000191306 8.3911e-05 0.000206958 0.000147747 0.000100402 0.000121462 0.00019869 0.000108598
threshold=0.18116500000000002 -0.074429999999999982 -0.032969999999999992 -0.27825499999999997 -0.079109999999999986 -0.016799999999999995 -0.062294999999999996 0.092530000000000015 0.094465000000000007 0.12178000000000001 -0.0056149999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 7 8 10 -10 -6
right_child=-2 2 3 4 6 -7 -8 -9 9 -11 -12
leaf_value=0.0029006687803295348 -0.0022597677486785109 0.0032779005973394052 -0.0036744679406635105 -0.0044021251401131778 0.001101680836967668 0.00083766041525924621 0.0039261543915117139 -0.0028061535305037954 0.0046381594755932429 -0.00088123217009865448 -0.0033547209044902521
leaf_weight=0.001262884771386536 0.0010390586565431252 0.0010698324006074176 0.00154280693649051 0.0012394556901584369 0.0010694589829480846 0.0017909639393513446 0.0011274641910249015 0.0010056363499054213 0.0013667333526770353 0.0011818800678548014 0.0010561851768502925
leaf_count=236 208 445 206 439 61 377 158 116 139 91 645
internal_value=0 0.000151841 -0.000126981 -0.000447057 5.90806e-05 -0.00130544 0.00066652 1.94797e-05 0.000627396 0.00207863 -0.00111261
internal_weight=0 0.0137133 0.0124504 0.0113806 0.00983778 0.00303042 0.00680736 0.00567989 0.00467426 0.00254861 0.00212564
internal_count=3121 2913 2677 2232 2026 816 1210 1052 936 230 706
is_linear=0
shrinkage=0.0098578


Tree=2399
num_leaves=17
num_cat=0
split_feature=14 124 12 39 13 48 0 43 15 132 160 12 12 48 160 43
split_gain=0.000496207 0.000263567 0.000282225 0.000241231 0.000220437 0.000225434 0.000273461 0.000391194 0.000303469 0.000165262 0.000201061 0.000202288 0.000178737 0.000134145 0.000153746 8.65249e-05
threshold=0.062655000000000016 0.10281000000000001 0.11650500000000001 0.096625000000000016 -0.23438999999999996 0.12879500000000002 -0.10607499999999999 -0.066504999999999995 -0.077219999999999983 0.079970000000000013 -1.0000000180025095e-35 0.092355000000000007 0.088305000000000008 0.083985000000000018 0.085130000000000011 -0.083879999999999996
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 -6 13 10 -8 12 15 -9 -15 -12
right_child=-2 -3 -4 -5 5 -7 9 8 -10 -11 11 -13 -14 14 -16 -17
leaf_value=0.00058780618864332846 -0.00098509618867955806 0.0007231123939373216 -0.00067620574360673915 -0.00064158460066160601 0.0011067816192216031 -0.00055111044843644407 -0.00063543354095763147 -0.00050475302584569227 0.00065623192676901826 0.00045950747228008272 0.00021890805803791031 -0.00046082550685542953 0.00052464534844757441 0.00050225632917125836 -0.00027718512364017101 -0.00027328759156994178
leaf_weight=0.0015632197232899872 0.0010308793615871328 0.0010625900729346041 0.0012074540805221022 0.0010109489027710942 0.0010461613149106014 0.0012717789629585049 0.0014457029099399776 0.001134296719468908 0.0015721496717695455 0.0010085619197302761 0.0011919589389274132 0.0017239519982129589 0.0014639797816913269 0.0010170953968975383 0.0010485288195809517 0.0018746121287679393
leaf_count=130 104 39 136 117 104 61 642 64 83 197 142 470 287 42 28 475
internal_value=0 3.03024e-05 -7.29505e-06 3.66652e-05 7.61581e-05 2.55328e-05 7.60155e-05 0.000315772 0.000142362 -8.4163e-05 -0.000155372 -4.4408e-05 0.000114046 -0.000110107 0.000106605 -8.19739e-05
internal_weight=0 0.020643 0.0195804 0.0183729 0.017362 0.0157988 0.014527 0.00581823 0.00477207 0.00870877 0.00770021 0.0062545 0.00453055 0.00319992 0.00206562 0.00306657
internal_count=3121 3017 2978 2842 2725 2595 2534 321 217 2213 2016 1374 904 134 70 617
is_linear=0
shrinkage=0.00142833


Tree=2400
num_leaves=11
num_cat=0
split_feature=11 43 48 12 16 13 4 16 52 1
split_gain=5.04591e-05 8.54063e-05 0.000145172 0.000108993 9.51319e-05 7.1337e-05 0.000166109 0.000131148 0.000230322 9.74502e-05
threshold=0.081790000000000015 -0.052894999999999991 0.087310000000000013 0.051320000000000005 -0.078844999999999985 -0.095304999999999987 -0.031404999999999995 -0.16075999999999999 -0.066844999999999988 0.08844500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 9 -7 -8 -9 -3
right_child=-2 5 -4 4 -6 6 7 8 -10 -11
leaf_value=0.0020306329766980194 -0.0017904181841475451 -0.00054178562626926499 0.0039682170799109316 0.00096978980512683172 -0.002463980081944222 -0.0036611715295187799 -0.0028144161859818277 -0.001484574153979598 0.0032307680951023008 0.0028049133387549651
leaf_weight=0.0016519830545577083 0.001133624835102153 0.0017710253508766687 0.0010246339352158306 0.0011536761659045021 0.0013319860127793039 0.0013488171715907143 0.0010513276532811006 0.0016738332194557509 0.0015095172044404049 0.0010691068156454819
leaf_count=200 175 127 229 290 668 785 152 125 208 162
internal_value=0 0.000131862 0.00101842 0.000287943 -0.000870256 -0.000411452 -0.000985969 -0.000133872 0.0007514 0.000718007
internal_weight=0 0.0135859 0.00516228 0.00413765 0.00248566 0.00842363 0.0055835 0.00423468 0.00318335 0.00284013
internal_count=3121 2946 1387 1158 958 1559 1270 485 333 289
is_linear=0
shrinkage=0.00875344


Tree=2401
num_leaves=18
num_cat=0
split_feature=1213 14 52 43 123 457 12 3 133 42 15 43 13 2 0 160 43
split_gain=0.000452086 0.000210992 0.000191341 0.000255065 0.000304928 0.000231066 0.000271061 0.0001936 0.000310684 0.000273743 0.000296044 0.000265296 0.000247244 0.00016149 0.00034462 0.000218364 9.13201e-05
threshold=-1.0000000180025095e-35 0.018475000000000002 0.41423000000000004 0.21122500000000002 1.0000000180025095e-35 -0.0029299999999999994 -0.029094999999999999 0.149315 0.091410000000000005 0.08623500000000002 0.024640000000000006 -0.084794999999999995 -0.084154999999999994 0.11215000000000001 -0.13455999999999999 0.088020000000000015 -0.15582499999999996
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 11 -8 -11 14 15 -13 -14
right_child=1 -3 -4 -5 -6 6 7 -9 -10 12 -12 13 16 -15 -16 -17 -18
leaf_value=-0.0010330767191468651 -0.00054330417664489683 -0.00066713045266815658 -0.00058957219863325558 -0.00066122156227568785 0.00082599516537315381 -0.00055842522226584037 0.00089349289665740866 0.00085208128724093555 -0.00059597254608319738 0.0011647238134364223 -0.00066165998480177939 0.001065710164454817 0.00059993164852110504 -0.00041106585124466998 -0.00026136708005038947 9.1717434447773495e-05 -5.4506079482237194e-05
leaf_weight=0.0010176437285148087 0.0013104970126603171 0.0010061142022764194 0.0010284878436785825 0.0010048246267630101 0.0014214420780817192 0.0012334110744669094 0.001086408304836679 0.001003888349334515 0.0012154041468809352 0.0011933294778778414 0.0011287241951424207 0.001215910299233511 0.0010383260255766302 0.0013327704130939727 0.0019864558251698758 0.00100495365108344 0.001001017548660818
leaf_count=491 199 105 189 154 242 128 126 66 383 96 237 59 42 72 315 24 193
internal_value=0 2.30286e-05 5.91832e-05 9.58902e-05 0.000140191 7.83018e-05 0.000134713 0.000199445 0.000145757 0.000227801 7.02489e-05 0.000194919 0.000605772 5.79285e-05 0.000206494 0.000624973 0.000278699
internal_weight=0 0.020212 0.0192059 0.0181774 0.0171725 0.0157511 0.0144406 0.0132072 0.0122033 0.0109879 0.00775522 0.0066265 0.00323267 0.00554009 0.00420732 0.00222086 0.00203934
internal_count=3121 2630 2525 2336 2182 1940 1741 1613 1547 1164 833 596 331 470 398 83 235
is_linear=0
shrinkage=0.00154607


Tree=2402
num_leaves=15
num_cat=0
split_feature=1374 457 484 15 11 51 0 0 4 16 0 4 3 15
split_gain=0.000187169 0.000293376 0.00027268 0.000161466 0.00012336 0.00018481 0.000170491 0.000204567 0.000453449 0.00025523 0.000420327 0.000126253 0.000192006 0.000129752
threshold=-0.094929999999999987 0.088350000000000026 -0.0068949999999999992 -0.24436499999999997 0.080455000000000013 0.081440000000000026 -0.060129999999999996 -0.10096999999999999 -0.077679999999999985 -0.014754999999999999 -0.11756999999999999 -0.49405499999999997 -0.10831999999999999 -0.016799999999999995
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 9 -9 10 -5 -8 -13 -14
right_child=1 -3 3 4 -6 -7 11 8 -10 -11 -12 12 13 -15
leaf_value=-0.0006662473703301922 -0.00080704522558761125 0.00075806101894451325 0.00052120716997807696 -0.00070403336363196749 -0.00055624806614746529 0.00048217159407765875 -0.00026879514820905956 6.7206148805126051e-05 -0.0013743435757811002 0.00064191796880537619 0.00044352005786200895 0.00084069287795459973 -0.000308411879835012 0.0003879404161449736
leaf_weight=0.0010028151769452256 0.0010323127262963456 0.0012915874778159702 0.0015028934564958957 0.0019808935421202767 0.0010000115975282156 0.0018406526826087602 0.0012799756684365275 0.0011396839929689153 0.0010358929673467548 0.0010700763230574442 0.0013245396289447708 0.0011551635411083949 0.0012188254901919215 0.001465645488148766
leaf_count=55 481 119 225 126 146 295 58 558 683 85 81 47 89 73
internal_value=0 3.3427e-05 -2.14772e-05 2.91622e-05 -2.17973e-05 1.77589e-05 -5.54863e-05 -0.000223983 -0.000619182 -2.74834e-05 -0.00024419 0.000160123 0.000303107 7.17768e-05
internal_weight=0 0.0183382 0.0170466 0.0160143 0.0145114 0.0135113 0.0116707 0.00655109 0.00217558 0.00437551 0.00330543 0.00511961 0.00383963 0.00268447
internal_count=3121 3066 2947 2466 2241 2095 1800 1533 1241 292 207 267 209 162
is_linear=0
shrinkage=0.00157699


Tree=2403
num_leaves=18
num_cat=0
split_feature=1213 43 133 160 40 151 474 4 160 47 42 43 16 1 1 16 133
split_gain=0.000336005 0.000199716 0.000334928 0.000213189 0.000291622 0.000323925 0.000285753 0.000259604 0.000246861 0.000213522 0.000336756 0.000193445 0.000192248 0.000175446 0.000328327 0.000133273 6.5902e-05
threshold=-1.0000000180025095e-35 0.24789500000000006 -0.085499999999999979 -1.0000000180025095e-35 -0.074429999999999982 -0.090369999999999992 0.084660000000000027 0.26790000000000008 -0.089549999999999991 0.10783500000000001 -1.0000000180025095e-35 -0.15879999999999997 0.22339500000000004 0.086560000000000012 0.094465000000000007 -0.078464999999999993 0.0033250000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 -5 -6 8 9 -4 10 -7 -12 13 16 -15 -16 -13
right_child=1 -3 3 4 5 7 -8 -9 -10 -11 11 12 -14 14 15 -17 -18
leaf_value=-0.0011712525210032792 0.000899386623663009 -0.00091004854208913692 -0.00036864270498792413 0.00081703412336099916 -0.0010917983577962693 -0.0011752119513441053 0.00016355553734894688 0.00068397172449131938 -0.0014684077857952222 0.0005159349578390159 0.00061263280580720232 0.00064524599971304284 -0.00078521642166040791 -0.0011019726441125828 -0.00037897301448447347 0.00050473743753323436 1.2490596791682542e-05
leaf_weight=0.0010474079168996736 0.0010058295575957428 0.0010052563890042407 0.0014425287528536685 0.0011225287981605154 0.0010108357520858266 0.0010693363117710861 0.001286556711465249 0.0013649236118142465 0.0011625314409358838 0.0013569138415379109 0.0010099881853591359 0.001077143964471344 0.0014857100879582877 0.001114936009090961 0.0010254833579326217 0.0011328380639294977 0.0010021228603603466
leaf_count=491 197 169 355 177 79 269 206 157 255 54 26 72 215 86 45 60 208
internal_value=0 -0.000138952 -9.7434e-05 -0.000154194 -5.04851e-05 -0.000127465 -0.000521229 -4.37165e-05 -0.000859423 -0.000140387 -0.000240254 -0.000112865 -0.000220018 -6.31354e-05 -0.000319399 8.486e-05 0.000340283
internal_weight=0 0.0196755 0.0186702 0.0176644 0.0137728 0.0126502 0.00389162 0.0116394 0.00260506 0.0102745 0.00891756 0.00784822 0.00683823 0.00535252 0.00327326 0.00215832 0.00207927
internal_count=3121 2630 2461 2264 1448 1271 816 1192 610 1035 981 712 686 471 191 105 280
is_linear=0
shrinkage=0.00177594


Tree=2404
num_leaves=12
num_cat=0
split_feature=484 15 43 15 42 3 0 52 2 13 4
split_gain=5.36126e-05 9.50839e-05 7.19056e-05 0.000116262 0.0001122 0.000194176 0.000120337 9.16599e-05 0.000160639 0.000128492 6.43821e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.052894999999999991 -0.10203999999999998 -0.095859999999999987 -0.077774999999999983 -0.077999999999999986 -0.087769999999999987 0.10276500000000001 -0.095304999999999987 0.0045450000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 6 -6 -5 9 -9 -11
right_child=1 2 3 7 5 -7 -8 8 -10 10 -12
leaf_value=-0.002097953015132019 0.0028202056213997148 -0.0020402881305689935 -0.0035764242263722794 -0.0026343435852830659 -0.0022135302046521928 0.0043994397987235498 0.0018863502448523029 0.0043536020386372009 -0.0019005114093971669 -0.0012171329430698851 0.0020954551119130001
leaf_weight=0.0010929114089046942 0.0011235974268379257 0.0010575156287070987 0.0011283974190522328 0.0011863712856440113 0.0012570416448442444 0.0014070161691065322 0.0014286224398951542 0.0010862970947745935 0.0018928387201886041 0.0012013690556548461 0.0010076627182998704
leaf_count=515 232 127 158 234 463 283 141 82 178 641 67
internal_value=0 0.000125857 -0.000113401 -0.000717014 0.000765957 0.00149107 -3.26241e-05 -0.000210851 0.000343325 0.00163219 0.000293923
internal_weight=0 0.0137767 0.0126531 0.00750294 0.0051502 0.00409268 0.00268566 0.00637454 0.00518817 0.00329533 0.00220903
internal_count=3121 2606 2374 1360 1014 887 604 1202 968 790 708
is_linear=0
shrinkage=0.00966451


Tree=2405
num_leaves=11
num_cat=0
split_feature=1 0 2 3 13 12 12 4 52 48
split_gain=5.88375e-05 0.000106061 0.000110998 0.000131854 6.39397e-05 0.000103974 5.57625e-05 8.70521e-05 6.78417e-05 0.000107358
threshold=0.104035 -0.033209999999999996 1.0000000180025095e-35 0.12178000000000001 -0.47860499999999995 0.09334000000000002 0.088305000000000008 0.0061450000000000003 0.0031350000000000002 0.083985000000000018
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 -1 6 7 8 9 -6
right_child=1 -3 3 -5 5 -7 -8 -9 -10 -11
leaf_value=0.0017310643187334193 -0.0021673074748177756 0.0034052719311465193 0.002842516226571013 -0.0010019264930970632 -0.004816008111534386 -0.003603056775286361 0.0013582488406394852 0.0010365532423560046 0.00015483453868982518 -0.00051272252594413911
leaf_weight=0.0010420552057439645 0.0014929103693638313 0.0011482468372196351 0.0018547044416868889 0.0016278202515415119 0.0011752199492441762 0.0011502106748048826 0.00139595515380908 0.0015946278010978837 0.0011909304741326496 0.0010821041883132612
leaf_count=24 172 169 210 140 466 631 543 204 403 159
internal_value=0 0.000704734 8.14955e-05 0.00104553 -0.000558646 -0.000873047 -0.000385368 -0.00086803 -0.0017488 -0.00275312
internal_weight=0 0.00612368 0.00497544 0.00348252 0.0086311 0.00758905 0.00643884 0.00504288 0.00344825 0.00225732
internal_count=3121 691 522 350 2430 2406 1775 1232 1028 625
is_linear=0
shrinkage=0.0098578


Tree=2406
num_leaves=11
num_cat=0
split_feature=43 52 40 133 159 15 47 1 0 0
split_gain=5.2931e-05 9.99774e-05 0.000130901 0.000166799 9.75056e-05 0.000116604 0.00016728 0.000159018 0.000162577 6.59048e-05
threshold=0.18116500000000002 0.25317500000000004 -0.013874999999999998 0.091410000000000005 0.091530000000000014 -0.11713499999999999 0.099265000000000006 0.089175000000000018 -0.10836499999999999 -0.084269999999999984
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 9 -9 -7
right_child=-2 -3 3 -5 -6 6 -8 8 -10 -11
leaf_value=0.0028172688543981589 -0.0019814649442405257 -0.0025874185899560104 -0.0016359338678655934 -0.0033182375544462154 -0.0022837234641512609 0.00050137192087431313 0.0042160570579212334 0.00070551155193327917 -0.0034732649514248883 0.0030524810035606198
leaf_weight=0.0014930893658184558 0.001028679812440556 0.0010078359879793697 0.0014825464719545357 0.0010883448697619732 0.0010003265735636325 0.0014567249982104544 0.0011639260854362371 0.0019328392492594659 0.0012048545857041588 0.0018106886615059229
leaf_count=299 208 299 199 468 258 526 73 113 243 435
internal_value=0 0.000118834 0.000334727 2.00082e-06 0.000361491 0.000653825 0.00110232 0.000536496 -0.000899112 0.00191511
internal_weight=0 0.0136412 0.0126333 0.0111403 0.0100519 0.00905158 0.00756903 0.00640511 0.00313769 0.00326741
internal_count=3121 2913 2614 2315 1847 1589 1390 1317 356 961
is_linear=0
shrinkage=0.00892851


Tree=2407
num_leaves=16
num_cat=0
split_feature=124 12 484 1374 457 12 2 49 52 1 15 49 16 133 52
split_gain=0.000174276 0.000203578 0.000165587 0.000189015 0.000202107 0.000154403 0.000216334 0.000295931 0.000240707 0.000128994 0.000163604 0.000330888 0.00018242 0.000223764 6.74403e-05
threshold=0.0049200000000000008 0.11650500000000001 -0.0068949999999999992 -0.094929999999999987 0.087995000000000004 0.10345000000000001 0.11548000000000001 0.005085000000000001 -0.16675999999999999 0.10612500000000001 -0.094549999999999981 -0.006494999999999999 -0.088394999999999987 1.0000000180025095e-35 0.091275000000000009
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 8 -8 -5 10 -10 -12 -13 14 -14
right_child=-2 -3 3 4 -6 -7 7 -9 9 -11 11 12 13 -15 -16
leaf_value=-0.00060445686548640321 0.00065704264111345187 -0.00075767862986464549 -0.00063091540603797496 -0.00090978619736936076 0.00076015219804635682 0.00053476087671873289 0.00099746635868311166 -0.00018304363027632704 0.00049378748792499173 -0.00049888296020034997 -0.00093251471960957002 -0.00045334794307491649 0.00032022913722649454 -0.00029673018448721743 0.00087497449815368653
leaf_weight=0.0012275556323569073 0.0010161013075533137 0.0010865012330887732 0.0011208726071361133 0.0010184698399147455 0.0011362295856764308 0.0014997213123017711 0.0012204345530143932 0.0011599557889757587 0.001694544863607113 0.0015228866001187015 0.0010843622460719468 0.00130454900762103 0.0013914332696213045 0.0012770662286416129 0.0010981132302192789
leaf_count=474 72 142 54 261 97 181 146 79 195 153 159 286 338 331 153
internal_value=0 -5.44726e-05 -1.14434e-05 3.25987e-05 8.08676e-05 2.67863e-05 -3.28623e-05 0.000422208 -0.000137106 -5.31466e-05 3.33247e-05 -9.34354e-05 8.59842e-05 0.000272779 0.000564922
internal_weight=0 0.0188427 0.0177562 0.0165286 0.0154078 0.0142715 0.0127718 0.00238039 0.0103914 0.00937296 0.00785007 0.00615552 0.00507116 0.00376661 0.00248955
internal_count=3121 3049 2907 2433 2379 2282 2101 225 1876 1615 1462 1267 1108 822 491
is_linear=0
shrinkage=0.00167351


Tree=2408
num_leaves=15
num_cat=0
split_feature=1374 457 11 2 52 159 49 403 0 0 4 1 1 4
split_gain=0.000225437 0.00022379 0.000207305 0.000237721 0.000255529 0.00028009 0.000211746 0.000207729 0.000219403 0.000257263 0.000180513 0.000214115 0.00010502 8.83521e-05
threshold=-0.094929999999999987 0.088350000000000026 0.087830000000000005 0.11548000000000001 0.11434500000000002 0.091530000000000014 0.005085000000000001 0.085340000000000013 -0.060129999999999996 -0.10096999999999999 -0.49013999999999996 0.10089500000000001 0.10797500000000002 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 -5 8 9 12 -10 -12 13 -2
right_child=1 -3 -4 6 -6 -7 -8 -9 10 -11 11 -13 -14 -15
leaf_value=-0.000857287377762678 0.00011475586688206237 0.000796812678436811 -0.00081042839758892638 0.00091722757364011268 -0.00082610918154508019 -0.0008686308231112518 -6.5650502399913036e-05 -0.000688058381195654 -8.2636918634091105e-05 -0.00068445853328205283 0.0013281166050237016 0.00023513503016653131 -0.00022284785213066199 0.00074253548391993679
leaf_weight=0.0010409164631037795 0.0018093475854329402 0.0012036378271922032 0.001081437040757526 0.0017229600825806489 0.0014085376170507148 0.0011291017644337016 0.0013228052241089187 0.001033744315541517 0.0010735498717491243 0.0015303383506383994 0.0013299098877284114 0.0011333649800377588 0.0014372495957619691 0.0013264295795039072
leaf_count=55 135 119 118 243 389 197 142 221 77 1170 47 77 54 77
internal_value=0 2.63915e-05 -2.70902e-05 2.50174e-05 -8.22603e-05 6.50837e-06 0.000490354 9.90817e-05 0.000183489 -2.87033e-05 0.000549661 0.00082523 0.000190742 0.000380306
internal_weight=0 0.0185424 0.0173388 0.0162573 0.0132116 0.011803 0.00304577 0.0106739 0.00964019 0.00610337 0.00353682 0.00246327 0.00457303 0.00313578
internal_count=3121 3066 2947 2829 2444 2055 385 1858 1637 1436 201 124 266 212
is_linear=0
shrinkage=0.00184769


Tree=2409
num_leaves=12
num_cat=0
split_feature=4 0 1 13 15 15 47 1 1 15 16
split_gain=5.43748e-05 0.000146616 0.000110585 7.93023e-05 0.000121752 0.00012373 0.000133746 0.000116025 0.000241783 7.78612e-05 5.50076e-05
threshold=-0.49405499999999997 -1.0000000180025095e-35 0.077565000000000009 -0.094514999999999988 0.035560000000000008 -0.016799999999999995 0.092530000000000015 0.11146500000000002 0.094090000000000021 0.083840000000000012 -0.065999999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 -4 5 6 7 8 -5 -2 -8
right_child=1 -3 3 4 -6 -7 10 -9 -10 -11 -12
leaf_value=-0.0019776322726669199 -0.003963343694495287 0.0027800585761014272 0.0020834596284418599 -0.00080132963722124933 -0.0030150575486218682 0.0031270213583820161 -0.00069642176650591052 -0.0018498556238948861 0.0053345278367282062 -0.00026475619831582128 -0.0038659296511681538
leaf_weight=0.0012278310375138215 0.0011336905430464851 0.0017226182260217529 0.0017194277340613637 0.0013071546303680135 0.001219487063759836 0.0011927294332190761 0.0010335570834600957 0.0010374367786497585 0.0011085304565688348 0.0010010662791584708 0.001012440244059519
leaf_count=156 845 186 231 100 318 107 81 148 124 706 119
internal_value=0 0.000146726 -0.000238826 0.000202302 -0.000206543 0.000305266 -0.000306758 0.000853406 0.00201435 -0.00222894 -0.00226482
internal_weight=0 0.0134881 0.0117655 0.00963076 0.00791134 0.00669185 0.00549912 0.00345312 0.00241569 0.00213476 0.002046
internal_count=3121 2965 2779 1228 997 679 572 372 224 1551 200
is_linear=0
shrinkage=0.00966451


Tree=2410
num_leaves=11
num_cat=0
split_feature=1 15 16 0 13 2 3 2 2 12
split_gain=5.19985e-05 8.75074e-05 0.000142752 9.79664e-05 5.71865e-05 9.16709e-05 0.000218599 7.97667e-05 9.12804e-05 7.10285e-05
threshold=0.104035 -0.016799999999999995 -0.061854999999999993 -0.18113999999999997 -0.47860499999999995 0.092365000000000017 -0.087784999999999988 0.088850000000000012 0.084055000000000005 0.084225000000000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 -1 7 -7 8 9 -6
right_child=1 -3 -4 -5 5 6 -8 -9 -10 -11
leaf_value=0.001552794231387577 -0.00068663537605148965 0.0024627195174142312 -0.002021057042058399 0.0029638540166975385 0.0018406076074478836 0.00079001832285379304 -0.0043695068916284512 0.0019104067543131537 -0.0030806196552219593 -0.001469820368398678
leaf_weight=0.0010352425532431661 0.0011294043271812271 0.0016418045535200043 0.0018450465851111743 0.0014472281249676205 0.0011889535418358466 0.0012736871814482253 0.0015970421902832006 0.0013729868872079422 0.0010087559734954085 0.0010560071357054376
leaf_count=24 67 154 197 273 170 189 600 288 680 479
internal_value=0 0.00063136 -4.86377e-05 0.00136375 -0.000493738 -0.000776322 -0.00208033 3.27719e-05 -0.000759543 0.000283415
internal_weight=0 0.00606348 0.00442168 0.00257663 0.00853268 0.00749743 0.00287073 0.0046267 0.00325372 0.00224496
internal_count=3121 691 537 340 2430 2406 789 1617 1329 649
is_linear=0
shrinkage=0.00928922


Tree=2411
num_leaves=12
num_cat=0
split_feature=52 160 52 39 42 49 151 0 160 16 1
split_gain=5.12966e-05 0.000132961 0.000127365 8.43817e-05 9.88882e-05 0.000137832 0.000116491 0.000282154 0.000151029 0.000136101 0.000153146
threshold=-0.081429999999999989 0.079055000000000014 -0.24456499999999998 0.085220000000000004 0.091545000000000015 -0.069799999999999987 -0.044604999999999992 -0.17169499999999996 -1.0000000180025095e-35 -0.056919999999999991 0.090405000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -2 -7 -8 -9 10 -10
right_child=3 -3 -4 -5 -6 6 7 8 9 -11 -12
leaf_value=-0.0022485084255035727 -0.0031811889121954487 0.0034364079002476046 0.0020231944548164578 0.0021212776421145468 -0.0030078338558854416 -0.0026837933170586934 0.0050427308158645717 -0.0034936192338363356 -0.00041799503085284101 -0.001637874799782543 0.0043880314788308653
leaf_weight=0.0013948379360046786 0.0012288019844324894 0.0012606620652985644 0.0011377610836677352 0.0011035284486879135 0.0013644900558951291 0.0010302237760802533 0.0011244576952140787 0.0010058633969595842 0.0011692398423628859 0.0014697415205801433 0.0012125042068368425
leaf_count=312 126 233 226 217 464 207 60 394 629 127 126
internal_value=0 0.000922097 -0.000329461 -0.00036012 -0.000645201 -0.000254004 0.000258961 0.000765781 -0.000224317 0.000629502 0.00202867
internal_weight=0 0.00379326 0.0025326 0.0107089 0.00960532 0.00824083 0.00701203 0.00598181 0.00485735 0.00385149 0.00238174
internal_count=3121 771 538 2350 2133 1669 1543 1336 1276 882 755
is_linear=0
shrinkage=0.00947501


Tree=2412
num_leaves=17
num_cat=0
split_feature=124 12 1374 457 484 148 2 52 1 0 12 51 12 15 4 13
split_gain=0.000210401 0.000185636 0.000170452 0.000283575 0.000153693 0.000157796 0.00020543 0.00017952 0.000224336 0.00020584 0.000179375 0.00025528 0.000241558 0.000186952 9.45723e-05 5.25906e-05
threshold=0.0049200000000000008 0.11650500000000001 -0.094929999999999987 0.088350000000000026 -1.0000000180025095e-35 -1.0000000180025095e-35 0.096540000000000015 0.11434500000000002 0.11181500000000001 -0.068944999999999992 0.10097500000000002 0.078435000000000019 0.088365000000000013 -0.036009999999999993 -0.077834999999999988 0.0076650000000000008
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 10 8 9 -8 11 12 13 -7 -15 -11
right_child=-2 -3 3 -5 5 6 7 -9 -10 15 -12 -13 -14 14 -16 -17
leaf_value=-0.00065866998889388818 0.00070780082601252777 -0.00072127559865051887 -0.00061253867470356085 0.0007598548327831452 -0.00060931818119287556 -0.00067210874970144224 0.0012607969678695592 -0.00025175037442120917 -0.00012319424954355411 0.00063298257128045852 0.00043398824884204973 0.00048529016280645667 -0.00095087009101671254 -0.00024067506761135709 0.0004436006360448851 0.00011739794775960672
leaf_weight=0.001057283170051714 0.0010119795782487914 0.0010778242644688329 0.0011714729322480954 0.0012889183063706918 0.0010399757420232478 0.0012411765575949117 0.001070158636027406 0.0013124113783440292 0.0013527844671940535 0.0010804431828666389 0.0012545497152021932 0.0010526560563256793 0.0015120416409918663 0.0010167642091955787 0.0011685764997709839 0.001050207592041108
leaf_count=54 72 142 463 116 85 218 176 135 139 107 106 189 520 367 134 98
internal_value=0 -6.02361e-05 -1.99131e-05 2.07407e-05 -4.14301e-05 5.84588e-06 5.46384e-05 0.000282883 0.000436972 0.000673719 -0.000130143 -0.000248271 -0.00040463 -0.000163587 0.000125231 0.000378849
internal_weight=0 0.0187472 0.0176694 0.0166121 0.0153232 0.0141517 0.0131118 0.00586601 0.00455359 0.00320081 0.00724576 0.00599121 0.00493856 0.00342652 0.00218534 0.00213065
internal_count=3121 3049 2907 2853 2737 2274 2189 655 520 381 1534 1428 1239 719 501 205
is_linear=0
shrinkage=0.0016407


Tree=2413
num_leaves=16
num_cat=0
split_feature=14 484 124 123 42 133 43 457 12 13 16 42 484 48 42
split_gain=0.000381461 0.000235145 0.000242048 0.000298718 0.00028445 0.000332156 0.000369703 0.000184453 0.000157635 0.000434996 0.000206615 0.000139682 0.000114873 0.000107423 5.97716e-05
threshold=0.054835000000000009 0.084040000000000017 0.0049200000000000008 1.0000000180025095e-35 -1.0000000180025095e-35 0.095000000000000015 -0.074359999999999996 0.045365000000000009 0.095330000000000012 -0.095304999999999987 -0.074319999999999983 0.09832500000000001 0.096935000000000007 0.085485000000000019 0.088295000000000012
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 11 8 9 -8 13 14 -3 -11 -6
right_child=-2 12 -4 -5 5 -7 7 -9 -10 10 -12 -13 -14 -15 -16
leaf_value=-0.00080155168023224267 -0.0010300390447252987 0.00093093719473567459 0.00081180054461651432 0.00072710654015968959 0.00057251602106453837 -0.0010028478560533476 0.00051142955209225645 0.00033466793177563915 -0.00076734802840062804 -0.0012492538249287779 -2.5513738664146872e-05 0.0010509347375665726 0.00014891208203249371 -0.00045685715652586157 -1.2776269016068552e-05
leaf_weight=0.0017358825263190511 0.0010418653504612454 0.0012500791354135279 0.001003561626975207 0.0013136628195544687 0.0010538698864030983 0.001028075242115096 0.0019950820905665625 0.0018782209933164498 0.0015626292190531743 0.0010574665830110357 0.0015833543780882056 0.0010689765875082635 0.0010457861738708066 0.0010178663432377499 0.001061921225129131
leaf_count=734 110 181 66 197 283 304 162 89 154 167 221 38 175 39 201
internal_value=0 5.10538e-05 -1.81987e-05 -6.91222e-05 -0.000138653 -5.21817e-05 2.74116e-05 -0.000151366 -0.000277867 -0.00014258 -0.000499212 0.00053794 0.000574718 -0.000860616 0.000278756
internal_weight=0 0.0196564 0.0173606 0.016357 0.0150433 0.0133075 0.0122794 0.00909462 0.0072164 0.00565377 0.00365869 0.00318477 0.00229587 0.00207533 0.00211579
internal_count=3121 3011 2655 2589 2392 1658 1354 832 743 589 427 522 356 206 484
is_linear=0
shrinkage=0.00174112


Tree=2414
num_leaves=16
num_cat=0
split_feature=1374 457 484 1 42 3 15 133 3 47 15 15 0 2 15
split_gain=0.000196611 0.000300273 0.000272874 0.000175566 0.0002479 0.000159974 0.000155911 0.000507698 0.000205753 0.000252294 0.000415726 0.000324846 0.00017941 0.000137205 8.45127e-05
threshold=-0.094929999999999987 0.088350000000000026 -0.0068949999999999992 0.12811000000000003 0.091545000000000015 0.11296500000000002 0.013270000000000002 0.083950000000000011 -0.15121499999999996 0.092530000000000015 -0.094549999999999981 -0.0088349999999999974 -0.014954999999999998 0.10444500000000002 -0.11713499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -5 8 -8 -4 10 14 -12 -13 -6 -10
right_child=1 -3 3 5 13 -7 7 -9 9 -11 11 12 -14 -15 -16
leaf_value=-0.00070031562234875756 -0.00082257408570393176 0.00080853704010066477 0.0007858401411060549 0.00080303442144008085 -0.0009807199907574996 -4.6636025071440535e-05 -0.00080505710158816689 0.00059999455096799818 0.00046481446062692758 -0.000542110633126807 -0.00084895632742167841 0.0006913536290106254 -0.00013155823593547427 -0.00014193790290090481 0.0011211361605579534
leaf_weight=0.0010744264566744368 0.0011049924480871975 0.0012197143833645408 0.001182636380734234 0.0013511342387941749 0.0010731424566773383 0.0010679732664715669 0.0018719386424802089 0.0010985261369606605 0.0010634032430012208 0.0015462145627041235 0.0011403625320043553 0.0011431079122847798 0.0018961982510086826 0.0010276975831799845 0.0010492322936618689
leaf_count=55 481 119 124 122 359 105 598 153 120 131 381 85 71 131 86
internal_value=0 2.12724e-05 -3.32353e-05 1.95891e-05 -5.05061e-05 0.000427927 4.05756e-05 -0.000285446 0.000147927 5.16821e-05 0.000197595 -0.00010223 0.000177946 -0.000570401 0.000790774
internal_weight=0 0.0188363 0.0176166 0.0165116 0.0140925 0.00241911 0.0119916 0.00297046 0.00902116 0.00783852 0.0062923 0.00417967 0.00303931 0.00210084 0.00211264
internal_count=3121 3066 2947 2466 2239 227 1749 751 998 874 743 537 156 490 206
is_linear=0
shrinkage=0.0016407


Tree=2415
num_leaves=12
num_cat=0
split_feature=1 52 0 0 4 4 47 1 1 3 2
split_gain=4.9377e-05 0.00010891 0.00010105 0.000175263 0.000163872 8.9186e-05 7.20905e-05 0.000102691 0.000127808 8.30646e-05 5.01361e-05
threshold=0.12337000000000002 0.11434500000000002 -0.077999999999999986 -0.10096999999999999 -0.49405499999999997 0.098655000000000007 0.096300000000000011 0.094385000000000011 0.11181500000000001 0.076840000000000006 0.097845000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -4 -2 7 9 -9 -1 -6
right_child=5 -3 4 -5 10 -7 -8 8 -10 -11 -12
leaf_value=-0.0024525873489673207 0.0026390698941484154 -0.002441368102338829 -0.0016663321084801287 -0.0032780743885221057 0.0011929371350686913 -0.0006130880902531188 -0.0019024174158634968 0.0039456521707775354 -0.00020014639762581376 0.00067990407870495353 0.0034597231609396891
leaf_weight=0.0010195586387747339 0.0012477255363148036 0.0014060742721421276 0.0010657252385594118 0.001350854835137018 0.0015365411457664794 0.0011443874119106798 0.0010401434731888148 0.0010753973491929858 0.0010310567191035847 0.0014535015813452734 0.0012546999911440797
leaf_count=174 98 438 140 1175 331 196 57 102 59 66 285
internal_value=0 -0.00023846 4.76137e-05 -0.000556992 0.00114029 0.00108324 9.71019e-05 0.000551252 0.00191639 -0.000611516 0.00221189
internal_weight=0 0.0122336 0.0108275 0.00697051 0.00385697 0.00239211 0.00561966 0.00457951 0.00210645 0.00247306 0.00279124
internal_count=3121 2827 2389 1633 756 294 458 401 161 240 616
is_linear=0
shrinkage=0.00841354


Tree=2416
num_leaves=15
num_cat=0
split_feature=1374 457 484 1 15 42 457 3 0 160 43 13 3 133
split_gain=0.000218487 0.000269865 0.00024608 0.000136695 0.000247994 0.000238545 0.000171098 0.000164266 0.000153924 0.000194314 0.000175844 0.000222186 0.000285807 0.000210097
threshold=-0.094929999999999987 0.088350000000000026 -0.0068949999999999992 0.12811000000000003 0.095175000000000023 0.092395000000000019 -0.0029299999999999994 0.10542000000000001 -0.12333499999999999 -0.079874999999999988 -0.16318499999999997 -0.084034999999999985 -0.116045 0.083950000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4 -5 9 -8 -10 13 -13 -12
right_child=1 -3 3 7 -6 -7 8 -9 10 -11 11 12 -14 -15
leaf_value=-0.0006913438939251098 -0.00073289282357669769 0.0007207542307121384 -0.00050038790782162064 0.00082893200450012054 -0.00075170560558950321 -0.00051916808765169371 -4.3187014384776571e-05 2.6334069193456749e-05 0.00053467311391130503 0.00077066945143594091 -0.00010763388556750681 0.00021011970532993111 -0.00081116845447522907 0.00071327066018497028
leaf_weight=0.001087424227773858 0.0011078851432895767 0.0012326462782022351 0.0010282209517877569 0.0010222914738668631 0.0010799741433460833 0.0017077062712255566 0.001138301006868625 0.0015097431209563084 0.0013916890274598406 0.0018263161193021174 0.0019775711508659413 0.0010959745913138022 0.0016278120748822317 0.0011958861516670471
leaf_count=55 481 119 130 120 288 319 45 107 97 130 233 124 784 89
internal_value=0 2.12829e-05 -2.74032e-05 1.9677e-05 -3.98381e-05 1.93481e-05 0.000100863 0.000350377 0.000161156 0.000458179 4.03477e-05 -7.6308e-05 -0.000400231 0.000201716
internal_weight=0 0.018942 0.0177094 0.0166015 0.0140695 0.0129895 0.0112818 0.00253203 0.0102536 0.00296462 0.00728893 0.00589724 0.00272379 0.00317346
internal_count=3121 3066 2947 2466 2239 1951 1632 227 1502 175 1327 1230 908 322
is_linear=0
shrinkage=0.00154607


Tree=2417
num_leaves=12
num_cat=0
split_feature=4 151 0 47 47 1 16 15 133 43 3
split_gain=5.35407e-05 6.5003e-05 9.38668e-05 0.000112792 9.80103e-05 6.89433e-05 0.000128307 0.00011285 7.10301e-05 5.17113e-05 4.94122e-05
threshold=0.27287000000000006 -0.086769999999999986 -0.061629999999999997 0.098400000000000015 0.092710000000000015 0.094385000000000011 -0.071359999999999993 -0.0058549999999999991 0.0033250000000000003 -0.083684999999999996 0.10732000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 9 5 7 -7 -3 -9 -4 -2
right_child=10 2 3 -5 -6 6 -8 8 -10 -11 -12
leaf_value=0.0019609861323575855 0.0025714961600818327 -0.0036857450185524619 0.0010761054479696071 0.0032505860307182476 -0.0038190538297867109 -0.0014616713497441541 0.0029810177343609656 -0.0016862774250101947 0.0016024940517902504 -0.0012265357726602749 -0.00020848141082994913
leaf_weight=0.0010398498360262879 0.0012096122504730656 0.0012900811053162815 0.001479726152721822 0.0010462854393369359 0.0010109711218068626 0.0012174153080033445 0.0010402583358029016 0.0013017924709928107 0.0010035027993693883 0.0019514112518943146 0.0010143675458210155
leaf_count=232 228 656 100 56 177 89 132 657 373 297 124
internal_value=0 -0.000261874 -0.000465678 0.00058067 -0.00114821 -0.000686893 0.000585367 -0.00148579 -0.000254664 -0.000233489 0.00130354
internal_weight=0 0.0123813 0.0113414 0.00447742 0.00686402 0.00585305 0.00225767 0.00359538 0.0023053 0.00343114 0.00222398
internal_count=3121 2769 2537 453 2084 1907 221 1686 1030 397 352
is_linear=0
shrinkage=0.00928922


Tree=2418
num_leaves=17
num_cat=0
split_feature=1213 1374 457 484 43 50 52 52 4 0 474 42 1 4 16 4
split_gain=0.000423545 0.000295242 0.000290322 0.000273515 0.000177609 0.00017739 0.000258409 0.000451105 0.000196084 0.000583425 0.000258333 0.000225788 0.000295933 0.000197512 0.000131486 0.000121052
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.088350000000000026 -0.0068949999999999992 0.21122500000000002 0.099210000000000007 0.11434500000000002 0.096795000000000006 -0.27825499999999997 -0.026509999999999995 0.085860000000000006 0.090310000000000015 0.079415000000000013 0.08184000000000001 -0.056919999999999991 0.26790000000000008
decision_type=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 11 12 -10 14 -14 -15
right_child=1 2 -4 4 -6 -7 -8 -9 9 -11 -12 -13 13 15 -16 -17
leaf_value=-0.0010400920300348206 -0.00078320504100695774 -0.00077229414331648561 0.00083439611507417138 -0.00050315116565713739 -0.00055660940337331469 0.00080791271198482986 -0.00056998361689586125 0.0011091245249073684 -0.0010546023755598347 0.0012781110504934226 0.00078360506899798532 0.00039363035919133462 0.0005327000613744693 -0.00088590626178163966 -0.00021210513703265497 -9.5831647676526653e-05
leaf_weight=0.0010831996056440757 0.0011660804995057275 0.0011220604798202706 0.0013430579476119029 0.0015296603822303441 0.0011372372468415595 0.001006599502832055 0.0015255452138345548 0.0012608825677085109 0.0010900682676783791 0.001120805195733523 0.0010343667300483647 0.0019190613340442954 0.0015401955376790344 0.0010194325420229688 0.0011666387814037449 0.0011624088476713118
leaf_count=491 55 463 116 146 162 175 229 60 377 100 125 245 113 23 148 93
internal_value=0 3.41387e-05 8.43594e-05 2.72375e-05 8.15661e-05 0.000128768 8.11915e-05 0.000158538 5.5057e-05 0.000139994 -2.81654e-06 -0.000105813 -0.000266125 -9.03118e-05 0.000211691 -0.000464982
internal_weight=0 0.0201441 0.018978 0.017635 0.0165129 0.0153757 0.0143691 0.0128435 0.0115826 0.010053 0.00893217 0.00789781 0.00597874 0.00488868 0.00270683 0.00218184
internal_count=3121 2630 2575 2459 1996 1834 1659 1430 1370 1224 1124 999 754 377 261 116
is_linear=0
shrinkage=0.00167351


Tree=2419
num_leaves=17
num_cat=0
split_feature=14 124 157 14 15 48 48 403 3 2 2 42 16 1 16 4
split_gain=0.000413409 0.000236773 0.000254182 0.000186196 0.00027179 0.000199257 0.000271558 0.000182036 0.000167128 0.000307943 0.00031877 0.000156086 0.000136208 0.000136041 0.000127672 2.34872e-07
threshold=0.054835000000000009 0.0049200000000000008 -0.073574999999999988 -0.10708499999999999 -0.15026499999999995 0.12879500000000002 0.093265000000000015 0.035175000000000005 -0.074084999999999998 0.089885000000000007 0.10559 0.095405000000000004 -0.078844999999999985 0.096255000000000021 -0.088909999999999989 -0.0082299999999999995
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 8 11 13 14 12 15 -10 -11 -6
right_child=-2 -3 3 4 5 -7 -8 -9 9 10 -12 -13 -14 -15 -16 -17
leaf_value=0.00054618009169211577 -0.001017291584903574 0.00079368259213822775 -0.00064276371881671641 0.00077603229251688101 0.00030977969029185166 -0.00076169350166553867 0.00063845189607583046 -0.00072639054718512614 -0.00028558540303788435 0.00087187586512014526 -0.00048250502904431197 0.00073446136212444518 -0.00036830581274187524 -0.0011092241236925501 8.3241927287625725e-05 0.00027507087793549799
leaf_weight=0.0019628233581397729 0.0010028666318651616 0.0010265407369450035 0.0013325260082470208 0.0010445316546020414 0.0010087070052836183 0.0010129621050549579 0.0014360149520136209 0.0010981697523768557 0.001000125870838235 0.0010373281918743399 0.0015995603230704383 0.0010658386266765834 0.0013456107232409746 0.0010782565738381988 0.001088421150745136 0.0010090486228027428
leaf_count=396 110 71 96 196 360 61 179 282 91 35 167 157 542 117 110 151
internal_value=0 4.21639e-05 -4.11604e-07 -6.68135e-05 -1.50435e-05 -7.50073e-05 -2.05245e-05 -0.000104038 -3.72489e-05 -0.000216831 5.99219e-05 0.000198062 2.80792e-05 -0.000712886 0.000468081 0.000292422
internal_weight=0 0.0191465 0.0181199 0.0161571 0.0148246 0.01378 0.0127671 0.0113311 0.0102329 0.00580369 0.00372531 0.0044292 0.00336337 0.00207838 0.00212575 0.00201776
internal_count=3121 3011 2940 2544 2448 2252 2191 2012 1730 520 312 1210 1053 208 145 511
is_linear=0
shrinkage=0.00160853


Tree=2420
num_leaves=10
num_cat=0
split_feature=48 4 3 52 150 48 43 2 43
split_gain=5.37061e-05 0.000116229 7.1828e-05 0.000137758 0.000110684 9.28549e-05 0.000114596 0.000193759 8.46212e-05
threshold=0.12879500000000002 0.27834500000000006 0.10542000000000001 -0.0092699999999999987 0.088380000000000014 0.083985000000000018 -0.074359999999999996 0.084245000000000014 0.05259500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 7 -1 -8
right_child=-2 -3 3 -5 -6 -7 8 -9 -10
leaf_value=0.0024196445661828158 -0.0018670293545165262 0.0020394794590591595 0.0031040404302466471 -0.00070903077310401064 -0.002936076645217786 0.0015800353907173886 -0.0029988567980630907 -0.00173103819582634 -0.00011296391038390536
leaf_weight=0.0016737062953986006 0.0010373076790765037 0.001917268550941484 0.0012194416575310729 0.0014904193780829198 0.0011985324028983566 0.0016539411716125704 0.0017995400454127717 0.0015183488665193668 0.001198102571991851
leaf_count=246 90 322 80 51 188 357 965 525 297
internal_value=0 0.000118698 -0.000194665 0.00100686 -0.00055475 -0.000190876 -0.000664079 0.00044531 -0.00184542
internal_weight=0 0.0136693 0.011752 0.00270986 0.00904217 0.00784364 0.0061897 0.00319206 0.00299764
internal_count=3121 3031 2709 131 2578 2390 2033 771 1262
is_linear=0
shrinkage=0.00841354


Tree=2421
num_leaves=16
num_cat=0
split_feature=14 11 3 2 124 123 0 13 157 160 151 1 133 13 0
split_gain=0.000372462 0.000222852 0.000254598 0.000289833 0.000204793 0.00027875 0.000401294 0.000379581 0.00025673 0.00026124 0.000184304 0.000157364 0.000180613 0.000240764 0.000133706
threshold=0.054835000000000009 0.088215000000000002 -0.12018999999999998 0.10613000000000002 0.0049200000000000008 1.0000000180025095e-35 -0.053834999999999994 -0.089109999999999981 -0.077609999999999985 -1.0000000180025095e-35 -0.0083949999999999979 0.10089500000000001 0.083950000000000011 -1.0000000180025095e-35 -0.11756999999999999
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 -8 -4 -10 -11 12 13 -12 -13
right_child=-2 -3 4 -5 -6 -7 7 -9 9 10 11 14 -14 -15 -16
leaf_value=9.3131367639054846e-05 -0.00098190423062765588 -0.00069664778510706302 0.0007975206009444379 0.0011445102372968179 0.00071361168975035564 0.00067381408860503499 -8.3459138116304257e-05 -0.0013613467035029332 -0.00074746430595179925 -0.00040641184543980505 -0.00092345807194917811 0.0001427283574455771 0.00045361119914859457 0.00014215633537758546 0.00087342768483032913
leaf_weight=0.0017051179603170237 0.0010078871081100052 0.0010423126933765117 0.0010236473310550444 0.0012043117730735631 0.0010083767703290688 0.0012976402257338744 0.0012680621111531842 0.0012352258624782298 0.001310328607301541 0.0018992255818415281 0.0010079904867291 0.0014864744952078901 0.0012486560816667228 0.0013157943198363947 0.0012334943846639967
leaf_count=122 110 98 253 63 69 212 43 212 528 177 587 67 353 160 67
internal_value=0 4.12105e-05 8.33648e-05 0.000528333 -1.05706e-06 -5.13592e-05 -0.000123584 -0.000714022 1.68384e-05 -6.72646e-05 4.15397e-05 0.000176744 -4.96535e-05 -0.000320076 0.000474097
internal_weight=0 0.0192867 0.0182443 0.00290943 0.0153349 0.0143265 0.0130289 0.00250329 0.0105256 0.00950196 0.00819164 0.00629241 0.00357244 0.00232378 0.00271997
internal_count=3121 3011 2913 185 2728 2659 2447 255 2192 1939 1411 1234 1100 747 134
is_linear=0
shrinkage=0.0016407


Tree=2422
num_leaves=12
num_cat=0
split_feature=11 3 457 51 133 0 2 2 51 4 12
split_gain=5.65e-05 9.21973e-05 0.000124518 6.81385e-05 0.000122754 0.000114482 0.000174996 0.000104695 9.62319e-05 7.37274e-05 1.31525e-05
threshold=0.081790000000000015 -0.12018999999999998 -0.0029299999999999994 -0.076794999999999988 -1.0000000180025095e-35 -0.099059999999999995 0.11411 0.073895000000000002 0.0038750000000000004 -0.083854999999999985 0.091545000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 7 -5 6 8 -4 -6 10 -7
right_child=-2 2 3 4 5 9 -8 -9 -10 -11 -12
leaf_value=0.0023543563083526444 -0.0022901890985288658 -0.0037492658332638497 0.00061979599699056782 -0.0028774996198933744 0.0053210712182221774 0.0018088704187462139 -0.0011116107659929248 -0.0040318272754184519 0.0012055619582495504 -0.0022281695468657509 9.4101939889368129e-05
leaf_weight=0.0018896037579844956 0.001155438497949495 0.0010192376764333053 0.0012042447910706104 0.001019609739765749 0.0017313496582825926 0.0010137289483435662 0.0011893432027149931 0.0010154410757982058 0.0010327757112342795 0.0014076055285251665 0.0010234400362420966
leaf_count=180 175 244 90 747 122 130 113 323 64 862 71
internal_value=0 0.000167944 -0.000186481 0.000154888 0.00059342 0.00107177 0.00231079 -0.00150818 0.00378337 -0.000350203 0.000947399
internal_weight=0 0.0135464 0.0116568 0.0106375 0.00841785 0.00739824 0.00395347 0.00221969 0.00276413 0.00344477 0.00203717
internal_count=3121 2946 2766 2522 2109 1362 299 413 186 1063 201
is_linear=0
shrinkage=0.0106704


Tree=2423
num_leaves=16
num_cat=0
split_feature=1213 14 402 124 4 2 157 0 16 52 12 151 2 16 43
split_gain=0.00040232 0.000275351 0.00021075 0.000211785 0.000258651 0.000390519 0.000340692 0.000208433 0.00023594 0.000331505 0.000326481 0.000212696 0.000178364 0.000268878 0.000203918
threshold=-1.0000000180025095e-35 0.023790000000000002 0.073745000000000019 -0.043384999999999993 -0.27825499999999997 0.11093500000000002 -0.073574999999999988 -0.019414999999999998 -0.056919999999999991 0.061605000000000007 0.088485000000000022 -0.0083949999999999979 0.090425000000000019 -0.42170999999999997 -0.074974999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -6 8 11 10 -10 -8 14 -14 -13
right_child=1 -3 -4 4 6 -7 7 -9 9 -11 -12 12 13 -15 -16
leaf_value=-0.0010676801794966694 0.00065272646856758194 -0.00083508220412105351 0.00081143122876465841 -0.00098923408543536958 0.00090023493872400063 0.00033677268277244106 -0.00038976440035897933 0.00060910525094905058 -0.0012260860865345843 0.00041136587791717062 -4.7795604664640859e-05 0.00039010346359269596 0.0012609191658862649 0.00013728853423303249 -0.00056481283688716681
leaf_weight=0.0010125561350775433 0.0014922577024554474 0.001006233288222246 0.0010857863600269571 0.0017355951290911201 0.0013242492693984224 0.0010319338212703144 0.0019382533840231857 0.0014014172827984542 0.0016362918100989903 0.0010002191971708874 0.0011788081050546906 0.0014471473079027287 0.0010422778818536815 0.0015335574669640764 0.0011853090072930271
leaf_count=491 223 99 247 156 295 53 131 67 235 161 233 143 87 231 269
internal_value=0 3.51508e-05 8.11578e-05 3.69774e-05 -1.8863e-05 -0.000494803 7.7369e-05 -1.07694e-05 -9.00171e-05 -0.000432761 -0.000732683 9.29631e-05 0.000272609 0.000591951 -3.98641e-05
internal_weight=0 0.0200393 0.0190331 0.0179473 0.0164551 0.00276753 0.0136875 0.0123633 0.0109619 0.00381532 0.0028151 0.00714655 0.00520829 0.00257584 0.00263246
internal_count=3121 2630 2531 2284 2061 209 1852 1557 1490 629 468 861 730 318 412
is_linear=0
shrinkage=0.00170698


Tree=2424
num_leaves=18
num_cat=0
split_feature=14 124 47 123 4 157 14 4 42 151 52 0 12 15 1 12 1
split_gain=0.000474831 0.000225179 0.000267434 0.000243938 0.000293769 0.000253397 0.000352986 0.000237388 0.000286308 0.000231008 0.000128905 0.000304719 0.000170522 0.000161115 0.000174947 0.000116735 0.000101061
threshold=0.062655000000000016 0.10195500000000002 0.13148500000000005 1.0000000180025095e-35 -0.49405499999999997 -0.077384999999999995 -0.10708499999999999 0.24564500000000003 -1.0000000180025095e-35 -0.00099499999999999979 0.11434500000000002 -0.059114999999999994 0.088615000000000013 0.079055000000000014 0.094465000000000007 0.09202500000000001 0.087135000000000004
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 -9 11 12 13 14 16 -13 -10
right_child=-2 -3 -4 -5 5 6 7 9 10 -11 -12 15 -14 -15 -16 -17 -18
leaf_value=-0.00079266840436987901 -0.0011186219434352494 0.00079768350540199368 -0.00081495087366756987 0.00072796032623531051 0.00065954944439996653 -0.00086830712458418891 -0.00084358909982917894 -7.5996861127703956e-05 -3.4575011010906644e-05 0.00094710797028857516 -0.0004646116124730242 0.00022912550479254633 -0.00064196625074166604 0.00063843685709882652 0.00042646511308356308 0.0009760485361024841 -0.00077075700978231987
leaf_weight=0.0011912882295607519 0.00100127585436277 0.0010012551291263818 0.0010267556903673083 0.0013087015861732087 0.0016541123218047999 0.0012047795989129648 0.0010922251303509762 0.0010198849682462596 0.0010042788406538468 0.0014229175907421185 0.0011454914659781538 0.0010518831698860358 0.0011743516427868755 0.0010031322313549113 0.0010402946427352511 0.0012125376215177397 0.0010035736383500193
leaf_count=140 104 42 59 227 311 78 681 69 194 161 248 54 352 209 56 81 55
internal_value=0 3.97896e-05 -1.10486e-06 4.65647e-05 -8.41079e-06 5.37522e-05 -2.11659e-05 6.26936e-05 -5.21324e-05 0.000519955 4.79712e-05 0.000126363 -9.14803e-05 6.809e-05 -0.000119609 0.000629083 -0.000402537
internal_weight=0 0.0195575 0.0185562 0.0175295 0.0162208 0.0150295 0.0133754 0.0121706 0.00972777 0.0024428 0.00863554 0.00749005 0.00522563 0.00405128 0.00304815 0.00226442 0.00200785
internal_count=3121 3017 2975 2916 2689 2549 2238 2160 1930 230 1249 1001 866 514 305 135 249
is_linear=0
shrinkage=0.0016407


Tree=2425
num_leaves=12
num_cat=0
split_feature=484 15 15 42 43 16 3 160 4 0 3
split_gain=5.22438e-05 8.40254e-05 6.90377e-05 0.000108458 0.000183462 0.000121342 0.000104215 9.19625e-05 6.67029e-05 6.47911e-05 3.72418e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.095869999999999983 -0.095859999999999987 -0.17390999999999998 0.22339500000000004 0.10542000000000001 -0.075414999999999982 -0.0024449999999999997 -0.082974999999999979 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 10 -4 -5 6 7 -6 9 -9 -3
right_child=1 2 3 4 5 -7 -8 8 -10 -11 -12
leaf_value=-0.0022289589570681301 0.0028939155086862367 -0.00057494136049286357 -0.002965118787994948 0.004221700431593668 -0.0028026015742499263 -0.0023154194147702659 0.0032925937953211548 0.0037918367168405746 -0.00097220483725670727 0.00016065066711534918 -0.0031913493681186168
leaf_weight=0.0010902775401360745 0.001121645047718914 0.0014199076748898269 0.0010106641730628007 0.001340132570882396 0.0010004774836978843 0.0018412071217338913 0.0013670696579025643 0.0010587974612326107 0.0014222518554639837 0.0010927328186716918 0.0010252415398497305
leaf_count=515 232 250 184 93 380 299 109 316 169 514 60
internal_value=0 0.000150385 -9.42606e-05 0.000286442 0.00064667 3.10585e-05 0.000758228 8.03505e-07 0.000785615 0.00194761 -0.00167199
internal_weight=0 0.0137001 0.0125785 0.0101333 0.00912267 0.00778254 0.00594133 0.00457426 0.00357378 0.00215153 0.00244515
internal_count=3121 2606 2374 2064 1880 1787 1488 1379 999 830 310
is_linear=0
shrinkage=0.0104612


Tree=2426
num_leaves=17
num_cat=0
split_feature=14 157 403 0 16 52 52 15 52 12 51 160 150 133 0 2
split_gain=0.000226019 0.000208527 0.000163618 0.000175867 0.000250149 0.000335863 0.000244206 0.000367972 0.00023993 0.000174337 0.000166144 0.000160218 0.000162927 0.000148705 0.00020991 0.00020617
threshold=0.023790000000000002 -0.073574999999999988 0.090990000000000015 -0.019414999999999998 -0.056919999999999991 0.091275000000000009 -0.075329999999999994 -0.053579999999999996 -0.04127999999999999 0.091475000000000015 0.099265000000000006 0.086325000000000013 0.082565000000000013 0.083950000000000011 -0.10607499999999999 0.091185000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 10 6 7 -6 -5 -10 11 12 13 14 15 -3
right_child=-2 2 -4 8 5 -7 -8 -9 9 -11 -12 -13 -14 -15 -16 -17
leaf_value=0.00057195194562679758 -0.00086381119534284577 0.00065803089740802375 -0.00071812136346265836 0.0010648211019438781 0.00039606239206670156 0.0004455743926720397 -0.0013740157509162889 -0.0011272918451071788 0.00050400834712418401 -0.00039869161297174813 0.00067987197945051535 -0.00068566284928979699 0.00073771092175058952 0.00054423374589338393 -0.00091644165538159127 -0.00040111065119505013
leaf_weight=0.0020015968538863336 0.0010023296683509533 0.0010559751502892643 0.0011110129721977535 0.0010738794652176906 0.0010522107912203232 0.0010363047752162298 0.0012349929980074717 0.001029324738202872 0.001421247575154762 0.0013873132427790272 0.0012934257431854237 0.001032142400832943 0.0010407243541468991 0.0010413021632200209 0.0010431012423050322 0.0014061503582868812
leaf_count=398 113 48 249 123 235 189 265 143 92 51 142 90 114 302 486 81
internal_value=0 1.84805e-05 -4.57075e-05 5.55574e-07 -0.000105802 -0.000454591 -0.000735862 -0.00035724 0.000336567 5.81118e-05 8.60665e-05 -2.99627e-05 9.11658e-05 -5.68318e-05 -0.000235391 5.3142e-05
internal_weight=0 0.0192607 0.0172591 0.0161481 0.0122657 0.00435283 0.00331653 0.00208154 0.00388244 0.00280856 0.00791282 0.0066194 0.00558725 0.00454653 0.00350523 0.00246213
internal_count=3121 3008 2610 2361 2095 832 643 378 266 143 1263 1121 1031 917 615 129
is_linear=0
shrinkage=0.00181146


Tree=2427
num_leaves=10
num_cat=0
split_feature=484 160 133 43 43 151 16 2 2
split_gain=5.60697e-05 7.93686e-05 0.00016587 9.96831e-05 0.000159804 0.000137285 0.000162545 0.000168163 0.000215239
threshold=0.084040000000000017 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.40263499999999991 -0.14968999999999996 -0.0083949999999999979 0.22339500000000004 0.089885000000000007 0.11215000000000001
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=-0.0025802937571879677 0.0019392834615180113 -0.0040180411553806701 -0.0029142355323006127 0.0047241941578221253 -0.0025965887590434886 -0.00095384889362337916 -0.0022722517074301334 0.0067872235436102031 0.00040379853495802593
leaf_weight=0.0018153647715847968 0.0017706328873940058 0.0012238304276185772 0.0010188284928631672 0.0013413724298585467 0.0017360741828429246 0.0014806420069593306 0.0014355458855295003 0.0016258410789754332 0.0013351836544354921
leaf_count=632 368 709 98 93 278 361 244 192 146
internal_value=0 -0.000295234 7.52312e-05 0.00057751 0.000974788 0.000314186 0.001174 0.00228783 0.00390881
internal_weight=0 0.0130127 0.0111973 0.00997349 0.00895466 0.00761329 0.00587721 0.00444167 0.00296102
internal_count=3121 2753 2121 1412 1314 1221 943 699 338
is_linear=0
shrinkage=0.011781


Tree=2428
num_leaves=18
num_cat=0
split_feature=1213 402 124 4 1374 457 484 2 52 52 474 16 0 16 13 15 3
split_gain=0.000461328 0.000261734 0.000210995 0.000307419 0.000178383 0.00033181 0.000272946 0.000168859 0.000336732 0.000320122 0.000193988 0.000212755 0.000435547 0.0002015 0.000178305 0.000261878 0.000123385
threshold=-1.0000000180025095e-35 0.073745000000000019 0.08919500000000001 -0.49013999999999996 -0.094929999999999987 0.088350000000000026 -0.0068949999999999992 0.12358500000000001 0.11434500000000002 0.077655000000000016 0.084660000000000027 -0.056919999999999991 -0.055064999999999996 -0.5224049999999999 -0.0025349999999999995 -0.095244999999999982 0.13524500000000003
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 -6 8 9 10 11 13 -13 -8 -15 -16 -9
right_child=1 -3 -4 4 5 -7 7 16 -10 -11 -12 12 -14 14 15 -17 -18
leaf_value=-0.001136093483194421 -0.00082998086832845831 0.00086858843816521483 0.00076364040393003482 -0.0006647498129311876 -0.00088367900188624827 0.0008833648952215568 -0.00057170806631289342 0.00090466397780557229 -0.00095168827676346958 0.00095368905528551431 0.00058114270727700865 -0.0011362720199679531 0.00027883025067861246 0.00080430636556322289 0.00057814974839595656 -0.00066500066536735443 6.863660540161828e-05
leaf_weight=0.0010681511052860046 0.0014232416696865402 0.001088549244453201 0.0010112969723192608 0.0010943742534488257 0.0010219997570345288 0.0013606854100442047 0.0010953802155433939 0.0010984335082217288 0.0010976056945726032 0.001092104197111283 0.0012604396838534898 0.0015752891088870111 0.001133995214376432 0.0012633322260596292 0.0010556431080884776 0.0010006283222872567 0.0010435820155765274
leaf_count=491 156 254 58 54 393 96 58 124 266 247 157 308 68 225 33 60 73
internal_value=0 3.87325e-05 -9.76101e-06 -5.41585e-05 1.40283e-05 6.32257e-05 -1.80027e-05 5.15703e-05 -3.87303e-05 6.70086e-05 -4.84811e-05 -0.000159875 -0.000543968 7.58258e-05 0.000289495 -2.67954e-05 0.000497355
internal_weight=0 0.0197166 0.018628 0.0176167 0.0161935 0.0150991 0.0137384 0.0127164 0.0105744 0.00947681 0.00838471 0.00712427 0.00270928 0.00441498 0.0033196 0.00205627 0.00214202
internal_count=3121 2630 2376 2318 2162 2108 2012 1619 1422 1156 909 752 376 376 318 93 197
is_linear=0
shrinkage=0.00174112


Tree=2429
num_leaves=11
num_cat=0
split_feature=133 3 51 52 2 3 2 3 3 15
split_gain=5.43173e-05 9.35249e-05 8.12604e-05 9.18942e-05 0.000123598 0.000118952 0.000213325 0.00013267 9.03386e-05 0.000226297
threshold=0.10622000000000002 0.16158000000000003 0.08955500000000001 0.11434500000000002 0.088850000000000012 -0.116045 0.11093500000000002 0.084940000000000015 -0.078934999999999991 -0.016799999999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 8 -6 7 -7 -1 -10
right_child=-2 -3 -4 -5 5 6 -8 -9 9 -11
leaf_value=-0.0021535951414325166 -0.0020900272281212198 0.0027069726658877293 -0.0018770493659270361 -0.002214167717402613 0.0039968194727038244 0.00031265040887349359 -0.0027070727695988959 0.0048623761119181803 -0.0016692273748810979 0.0039920149608157086
leaf_weight=0.0018939953530368544 0.0010574968849164515 0.0011647034651541275 0.0019505398425023581 0.0012237690288706459 0.001345500792183707 0.0013100528867997212 0.0011277280427158965 0.0010260288999042189 0.0016138009324981797 0.0010439427170668143
leaf_count=834 435 149 319 273 165 381 207 77 179 102
internal_value=0 0.000138691 -9.9937e-05 0.000227544 0.000546749 0.00160593 0.000677198 0.00231093 -0.000572367 0.000554468
internal_weight=0 0.0137001 0.0125354 0.0105848 0.00936105 0.00480931 0.00346381 0.00233608 0.00455174 0.00265774
internal_count=3121 2686 2537 2218 1945 830 665 458 1115 281
is_linear=0
shrinkage=0.00947501


Tree=2430
num_leaves=17
num_cat=0
split_feature=14 124 12 39 484 48 2 52 12 160 457 13 43 2 3 3
split_gain=0.00026618 0.000232739 0.000243834 0.000212997 0.000240628 0.000243618 0.000371721 0.000293891 0.000315223 0.000249274 0.000214128 0.000482702 0.000321312 0.000286307 0.000274272 0.000126967
threshold=0.054835000000000009 0.0049200000000000008 0.11650500000000001 0.094675000000000009 -0.0068949999999999992 0.12737000000000001 0.11548000000000001 0.11434500000000002 0.10345000000000001 -0.081069999999999989 0.080930000000000016 -0.084034999999999985 -0.17390999999999998 0.089885000000000007 -0.028564999999999997 0.088060000000000013
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 -6 11 13 -13 -11 -14 -16
right_child=-2 -3 -4 -5 5 -7 -8 -9 -10 10 -12 12 14 -15 15 -17
leaf_value=-0.00062841335972562188 -0.00081671627220018036 0.00077113763957364152 -0.00074616209488133193 -0.00068144982361819436 0.0007736667535683117 -0.00057058806078308312 0.00092623863357321865 -0.00063650031065443818 0.0009833821683626863 -8.0662796267733317e-05 0.00050294518327919301 0.000299473894450203 -0.0012776831988792086 0.0010185923074206228 1.4877568672335569e-06 -0.00076636034492584733
leaf_weight=0.0011607874858068313 0.0010145326635923593 0.001033607420335792 0.0011041746739547656 0.0010158275725413021 0.001213093014752282 0.0011803544883417791 0.0015764134585136711 0.0012686626792354919 0.0011364778234137446 0.0012683050840949246 0.0017357116956104347 0.0011712716242655574 0.0012509995006198321 0.0011865867395948471 0.0012573487312523236 0.001000575039624696
leaf_count=442 110 71 135 109 192 57 225 300 99 216 124 43 777 86 86 49
internal_value=0 2.82968e-05 -1.31466e-05 3.33095e-05 7.75644e-05 0.000131316 0.000190219 9.7316e-05 0.000180287 8.97763e-05 -3.74659e-06 -0.000127007 -0.000430013 0.000450669 -0.000673515 -0.000338776
internal_weight=0 0.0195602 0.0185266 0.0174224 0.0164066 0.0152458 0.0140654 0.012489 0.0112204 0.0100839 0.0088708 0.00713509 0.00468019 0.00245489 0.00350892 0.00225792
internal_count=3121 3011 2940 2805 2696 2254 2197 1972 1672 1573 1381 1257 955 302 912 135
is_linear=0
shrinkage=0.00160853


Tree=2431
num_leaves=17
num_cat=0
split_feature=1213 402 124 4 147 484 48 2 52 52 0 150 474 49 12 2
split_gain=0.000379641 0.000251176 0.000234234 0.00025704 0.000217308 0.000262706 0.000185596 0.000193412 0.000228541 0.000201544 0.000166084 0.000301662 0.000220573 0.000242304 0.000256016 0.000266281
threshold=-1.0000000180025095e-35 0.073745000000000019 0.0049200000000000008 -0.49013999999999996 0.089025000000000007 -0.0068949999999999992 0.12737000000000001 0.11474000000000002 0.10744000000000002 0.056145000000000007 -0.23051499999999997 0.086615000000000011 0.084660000000000027 -0.026779999999999995 0.10097500000000002 0.090545000000000014
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 -7 12 13 -12 15 -15
right_child=1 -3 -4 4 -6 6 -8 -9 -10 -11 11 -13 -14 14 -16 -17
leaf_value=-0.0010366526094043509 -0.00076951765271491711 0.00084724036988575579 0.00078099734150928349 -0.00084809933626898808 0.00071733194024861647 0.00063265289604806337 -0.00065500800501114905 0.00061620038508184609 -0.00077270887604453616 0.00079020305223080048 0.00064522991854762315 -0.00096854872197068241 0.0007713507562233878 -0.00093428826429809971 0.00043864266680161993 3.5848715798782524e-05
leaf_weight=0.0010068457165504597 0.0013561161613511825 0.0010577860612304832 0.0010317954688474134 0.0011139158764475925 0.0011562448770988257 0.0010213914705623521 0.0011055247313089137 0.0016642708593998913 0.0010325044451432877 0.0010189485559229669 0.0010313779891995018 0.0010105882762130314 0.0010000905868924048 0.001877437151127744 0.0011070617852594576 0.0014697629586227987
leaf_count=491 156 254 69 398 111 29 63 218 276 233 66 147 105 299 73 133
internal_value=0 3.88577e-05 -8.65548e-06 -5.66808e-05 5.25031e-06 -5.1717e-05 1.47877e-05 7.53166e-05 -9.85358e-06 7.27384e-05 -1.30898e-05 -0.000101074 3.40937e-05 -0.000100316 -0.000272946 -0.000508299
internal_weight=0 0.0190548 0.017997 0.0169652 0.0156091 0.0144529 0.013339 0.0122334 0.0105692 0.00953666 0.00851771 0.00749632 0.00648573 0.00548564 0.00445426 0.0033472
internal_count=3121 2630 2376 2307 2151 2040 1642 1579 1361 1085 852 823 676 571 505 432
is_linear=0
shrinkage=0.00170698


Tree=2432
num_leaves=12
num_cat=0
split_feature=1 0 151 457 2 3 51 0 1 42 43
split_gain=5.51744e-05 0.000127387 8.6189e-05 0.000183683 0.000177275 0.000171366 8.74533e-05 0.000176572 0.000118333 7.503e-05 3.81092e-05
threshold=0.077565000000000009 -0.084044999999999995 0.043560000000000008 0.045365000000000009 0.12299 0.088060000000000013 -0.066639999999999991 -0.10607499999999999 0.096125000000000016 0.084145000000000011 0.070450000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -2 -8 -9 10 -3
right_child=2 9 -4 -5 -6 -7 7 8 -10 -11 -12
leaf_value=-0.0033916487183941095 0.0025544719431790136 -0.00022729029389905828 -0.0018427528766789365 0.0035712462225857924 0.0029187072885551641 -0.0025256467049356132 0.0022011850111334991 7.6786662923663507e-05 -0.0037585867786415787 -0.0018351311923301709 0.0019738519278123486
leaf_weight=0.0010352445682819626 0.0010602992250047256 0.0011150221147750881 0.0011677185712187519 0.0012585416104054269 0.0013321363105038043 0.0019720982666870945 0.0013741216294367049 0.0012971336938671484 0.0010150461499146054 0.0010744769668502921 0.0011121389994410338
leaf_count=815 177 344 106 159 201 159 111 340 232 384 93
internal_value=0 -0.000816538 0.00031189 0.000582157 0.00011489 -0.000441032 0.000425076 -0.000187407 -0.00160694 -9.09918e-06 0.000871856
internal_weight=0 0.00433688 0.0104771 0.00930938 0.00805084 0.0067187 0.0047466 0.0036863 0.00231218 0.00330164 0.00222716
internal_count=3121 1636 1485 1379 1220 1019 860 683 572 821 437
is_linear=0
shrinkage=0.00841354


Tree=2433
num_leaves=15
num_cat=0
split_feature=14 147 484 48 0 52 2 4 0 12 1 4 2 12
split_gain=0.00046068 0.000175494 0.000222828 0.000209348 0.000313677 0.000165109 0.000284597 0.000270597 0.000347458 0.000407381 0.000162994 0.000204601 0.000146869 0.000213331
threshold=0.076175000000000007 1.0000000180025095e-35 -0.0068949999999999992 0.12737000000000001 -0.13027499999999997 0.11434500000000002 0.10672500000000001 -0.49013999999999996 -0.019414999999999998 0.08401500000000002 0.10538500000000002 1.0000000180025095e-35 0.083995000000000014 0.10097500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 10 6 7 -6 9 -9 11 -4 13 -11
right_child=-2 -3 3 -5 5 -7 -8 8 -10 12 -12 -13 -14 -15
leaf_value=-0.00072022062211703794 -0.0011276107293289662 0.00060841647947279282 0.00076954333211058071 -0.0006526031282156103 -0.00089447095789958752 -0.00057519072172071103 0.00064719972611860979 -0.0008566814571340578 0.00076344534174675543 -0.00065847734932535866 0.00082259631646074691 -0.00018055074061693873 0.00049238989286545126 0.00030392962902694222
leaf_weight=0.0011582457877583286 0.0010054116164868168 0.0013833484169026499 0.0010349340125842483 0.0011488444181288462 0.0010696253521311734 0.0015152795906136799 0.0016754655626331572 0.0017168859349458417 0.0013797221166195438 0.0012015694000564875 0.001953183219137497 0.001641840771134162 0.0016880578826971252 0.0013927148536434786
leaf_count=459 101 167 47 68 82 343 303 221 76 337 115 80 671 51
internal_value=0 3.33778e-05 -9.44429e-06 3.78199e-05 8.65737e-05 -5.99847e-05 1.71269e-05 -0.000107825 6.20438e-06 -0.000167948 0.000455009 0.000186789 0.00010818 -0.000141819
internal_weight=0 0.0199597 0.0185764 0.0174181 0.0162693 0.0116393 0.010124 0.00844858 0.00737895 0.00599923 0.00462996 0.00267677 0.00428234 0.00259428
internal_count=3121 3020 2853 2394 2326 2084 1741 1438 1356 1280 242 127 1059 388
is_linear=0
shrinkage=0.00167351


Tree=2434
num_leaves=12
num_cat=0
split_feature=147 11 13 43 3 2 15 13 47 16 16
split_gain=5.58044e-05 9.19231e-05 7.32081e-05 0.000133973 0.00016271 0.000159574 0.000115769 8.53208e-05 0.000103506 8.70083e-05 3.92621e-05
threshold=0.087350000000000025 0.081790000000000015 -0.0034749999999999994 -0.074359999999999996 -0.077774999999999983 0.089885000000000007 0.013270000000000002 0.24813000000000004 0.092710000000000015 -0.070454999999999976 0.071345000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 7 8 9 -4 -7
right_child=-2 -3 6 5 -6 10 -8 -9 -10 -11 -12
leaf_value=0.00035055206694909537 0.0021294427353688002 -0.0028418370604441192 -0.0014455495298349285 -0.0034581204864807999 0.0052292495200519495 0.0021789305976632274 -0.0035925666146055112 0.0022769425748325714 -0.0032658846375130243 0.0014928714654076549 -0.00026195350871605164
leaf_weight=0.0014010884295679454 0.0010095006622544032 0.0010727761092113883 0.0017230551401851268 0.0010582685940151702 0.0010920728249052629 0.0011925075168600103 0.0010054671813494263 0.0010914171386192106 0.0010620869316479431 0.0019047361623916702 0.0011740938601154365
leaf_count=567 146 172 121 713 254 398 284 54 106 221 85
internal_value=0 -0.000178447 4.64459e-05 0.000816672 0.00248755 -0.000399661 -0.000625188 -0.00010911 -0.000664386 9.72395e-05 0.000967984
internal_weight=0 0.0137776 0.0127048 0.00591803 0.00249316 0.00342487 0.00678676 0.0057813 0.00468988 0.00362779 0.0023666
internal_count=3121 2975 2803 2017 821 1196 786 502 448 342 483
is_linear=0
shrinkage=0.00947501


Tree=2435
num_leaves=11
num_cat=0
split_feature=1 0 159 14 15 151 52 49 15 4
split_gain=4.87962e-05 0.000112813 7.92849e-05 9.02584e-05 0.000119566 0.00010059 0.00013305 0.00016822 0.000144876 7.59897e-05
threshold=0.077565000000000009 -0.059114999999999994 0.076905000000000015 -1.0000000180025095e-35 -0.10653 0.043560000000000008 1.0000000180025095e-35 -0.047584999999999995 -0.016799999999999995 -0.49405499999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 6 7 -6 -9 -3
right_child=2 9 -4 4 5 -7 -8 8 -10 -11
leaf_value=-0.0030844479631319502 -0.0028519902351983135 -0.001879081900251142 0.0027324483114305772 0.0029277999095010648 0.002402761146038576 -0.003163702696940766 0.0035321309782824248 -0.0040966165979359056 0.00047903326316135677 0.0016676034055375705
leaf_weight=0.0016117329232543881 0.0010199194576810894 0.0010150672353000361 0.0012979568212098296 0.0015678991473561544 0.0014325476430415429 0.0010324672885843045 0.0010900868120775203 0.0015088279003139683 0.0014062542459552622 0.0016990239673663182
leaf_count=1460 96 35 299 191 156 66 178 135 364 141
internal_value=0 -0.000935175 0.000361804 2.2105e-05 0.000386787 -0.000228968 0.000328254 -0.000475058 -0.00188929 0.000341147
internal_weight=0 0.00432582 0.010356 0.009058 0.00803808 0.00647018 0.00543772 0.00434763 0.00291508 0.00271409
internal_count=3121 1636 1485 1186 1090 899 833 655 499 176
is_linear=0
shrinkage=0.0102561


Tree=2436
num_leaves=12
num_cat=0
split_feature=133 3 47 42 52 457 49 12 13 16 0
split_gain=4.79567e-05 8.01619e-05 7.04707e-05 0.000166865 0.000112212 0.000149549 0.000148147 0.000132733 0.000105842 0.000187526 0.000110974
threshold=0.10622000000000002 0.16158000000000003 0.13148500000000005 0.097315000000000026 -0.12005499999999998 0.087995000000000004 -0.006494999999999999 0.09334000000000002 -0.077799999999999994 -0.059624999999999991 -0.10151999999999999
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=-0.0031041722065775637 -0.0019724141702652273 0.0025271156013061784 -0.0024400062394843661 0.0034767698566741155 -0.002759441467511736 0.0030593619478659967 0.0031570340319678571 -0.0026015877766180826 -0.0031694850268577787 0.0038448695338955383 -0.00037642184520937633
leaf_weight=0.0011131926383675357 0.0010454922002655067 0.0011496679744277269 0.001047270910444543 0.0011955720121499648 0.0018436869007217192 0.0012985654397459426 0.0014397202535477343 0.0011294056951751423 0.0010765477923743048 0.0010714584844242481 0.0011692091340981311
leaf_count=426 435 149 42 222 326 116 506 266 428 63 142
internal_value=0 0.000133795 -8.83779e-05 0.00012885 -0.000265822 8.41364e-05 -0.000415671 0.000318432 0.00101171 8.06098e-05 0.00164215
internal_weight=0 0.0135343 0.0123846 0.0113374 0.0101418 0.00902859 0.00773003 0.00588634 0.00475694 0.00331722 0.00224067
internal_count=3121 2686 2537 2495 2273 1847 1731 1405 1139 633 205
is_linear=0
shrinkage=0.00947501


Tree=2437
num_leaves=11
num_cat=0
split_feature=484 4 47 4 42 13 151 15 2 2
split_gain=4.85636e-05 7.9604e-05 5.25177e-05 8.98999e-05 0.000117684 9.14816e-05 0.000136458 9.68916e-05 8.89618e-05 0.000151618
threshold=-1.0000000180025095e-35 0.27044500000000005 0.11312500000000002 0.055260000000000011 0.088915000000000008 -0.0034749999999999994 -0.0064299999999999991 -1.0000000180025095e-35 0.084245000000000014 0.097220000000000015
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 8 -7 -8 -2 -10
right_child=1 -3 -4 -5 -6 6 7 -9 9 -11
leaf_value=-0.0021725331489586661 0.0043619187243974346 0.002108834350781341 0.0016712069459445319 -0.0025593205389144703 -0.0030927364546333418 0.0023087460639021977 0.00034191330932962675 -0.0038255764532091133 -0.0022863117624604152 0.0030539032139111225
leaf_weight=0.0010599751122457512 0.001012452741198508 0.0019473734181784464 0.0014640848888898559 0.0018108489474261734 0.0011452536090087798 0.0011802077237288155 0.001081053571289051 0.0014026570803594997 0.0010571042633072871 0.0012940914903387668
leaf_count=515 286 346 94 202 517 84 144 352 447 134
internal_value=0 0.00015355 -0.000179063 -0.000450401 1.6871e-05 0.000523631 -0.000619977 -0.00201165 0.00176933 0.000652927
internal_weight=0 0.0133951 0.0114478 0.00998367 0.00817282 0.00702757 0.00366392 0.00248371 0.00336365 0.0023512
internal_count=3121 2606 2260 2166 1964 1447 580 496 867 581
is_linear=0
shrinkage=0.0104612


Tree=2438
num_leaves=11
num_cat=0
split_feature=41 3 1 3 15 3 12 51 16 0
split_gain=4.69185e-05 6.77264e-05 6.54252e-05 0.000102541 0.000265581 0.000101021 0.000155324 8.12314e-05 9.63701e-05 7.80545e-05
threshold=0.078065000000000009 -0.12018999999999998 0.094385000000000011 0.090900000000000009 -1.0000000180025095e-35 0.083060000000000009 0.085885000000000017 -0.076794999999999988 -0.27167499999999994 -0.082974999999999979
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -4 -7 -9 -6
right_child=-2 2 5 -5 9 7 -8 8 -10 -11
leaf_value=0.0017423602086964645 -0.0019869052505616311 -0.0054743976040262134 0.0047156445277793625 0.00086041617407159299 0.0018637780518003784 -0.0027712580034920586 -0.00010975058580921574 -0.0018340460924975762 0.0019479263673475196 -0.0016335011460882538
leaf_weight=0.0020001327345942664 0.0010063223975772242 0.0012023053593680057 0.0010737992258390327 0.0019162022895107267 0.0010876128136012228 0.0010010485252038848 0.0013540190715696232 0.0010146455090235262 0.0014977416042974978 0.0012106692851434845
leaf_count=240 154 872 248 89 404 47 228 109 131 599
internal_value=0 0.000134651 -0.000148464 -0.000901591 -0.0018661 0.000538181 0.00202447 -0.000488861 0.00042055 2.15114e-05
internal_weight=0 0.0133582 0.011358 0.00541679 0.00350059 0.00594125 0.00242782 0.00351344 0.00251239 0.00229828
internal_count=3121 2967 2727 1964 1875 763 476 287 240 1003
is_linear=0
shrinkage=0.00947501


Tree=2439
num_leaves=12
num_cat=0
split_feature=49 1 151 4 42 15 4 16 15 0 150
split_gain=5.07544e-05 0.000120551 9.79302e-05 0.000129491 0.00012324 0.000144421 9.01509e-05 8.06373e-05 6.0116e-05 6.27649e-05 3.07619e-05
threshold=-0.043469999999999995 0.098220000000000016 -0.063609999999999986 0.40945500000000007 0.091545000000000015 -0.037864999999999989 0.04735000000000001 -0.082039999999999988 1.0000000180025095e-35 0.047850000000000011 0.086845000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -2 4 5 7 8 -4 9 -7 -1
right_child=2 -3 3 -5 -6 6 -8 -9 -10 -11 -12
leaf_value=0.00058287391772149605 -0.0028125973504636507 0.0028158663321966749 -0.00011818843614327906 0.0025785730448807912 -0.003055315112883501 0.002771489013398196 0.0031624930973486419 -0.0036174640883104492 -0.0012337704101879894 -0.00012319158452952451 -0.0016180977785198224
leaf_weight=0.0010176405417041132 0.0011234697840199733 0.0015184809722418816 0.0010051029909630095 0.0013129870205745965 0.0012236313310030949 0.0010128397004554529 0.0010543582967361687 0.0010989809720768689 0.0014340634908950305 0.0014548944071479664 0.0010073082134275171
leaf_count=96 284 209 235 238 505 109 42 358 774 151 120
internal_value=0 0.000914107 -0.000318478 -2.65007e-05 -0.000439403 1.39688e-05 0.000846006 -0.00194589 0.000220037 0.00106488 -0.000511997
internal_weight=0 0.00354343 0.0107203 0.00959686 0.00828387 0.00706024 0.00495616 0.00210408 0.0039018 0.00246773 0.00202495
internal_count=3121 425 2696 2412 2174 1669 1076 593 1034 260 216
is_linear=0
shrinkage=0.00892851


Tree=2440
num_leaves=15
num_cat=0
split_feature=14 474 14 15 15 42 43 457 2 52 13 47 12 16
split_gain=0.000354665 0.000166688 0.000178972 0.00027845 0.00013649 0.000162062 0.000292547 0.000206391 0.000192431 0.000384962 0.000336742 0.000141562 0.000131775 0.000183882
threshold=0.062655000000000016 0.059400000000000008 -0.10708499999999999 -0.15914499999999995 -0.095869999999999983 -0.095859999999999987 -0.15582499999999996 0.088350000000000026 0.11293500000000002 0.10160000000000001 -0.010094999999999998 0.092530000000000015 0.095110000000000014 -0.083539999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 11 -6 -7 8 9 10 12 -5 13 -8
right_child=-2 -3 3 4 5 6 7 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.00051045307784608224 -0.0008726264415359939 0.00047811552555735863 0.00079370472349937402 1.7025782341594025e-05 -0.00045834640008480062 0.00062636571959667287 0.00043924820747656777 0.00050135858673304001 0.0003120752461749592 -0.0010671160237133196 -0.00061464698323114087 -0.00069626027746720631 0.0006021341842247168 -0.00044187102919449641
leaf_weight=0.001450569611597354 0.0010062213288504753 0.0016901230827540683 0.0010005322516388531 0.0012408964713814157 0.0012610246298881403 0.0019526829631661942 0.001015622577234131 0.001486239082137404 0.0018770471071047484 0.0010149530799357792 0.0016303876778012601 0.0012170686710326201 0.001206023887678204 0.0010783682758716689
leaf_count=94 104 390 206 152 190 108 246 93 200 319 405 102 137 375
internal_value=0 3.25352e-05 -1.06675e-05 3.46976e-05 -1.59963e-05 4.68474e-05 0.000103418 -6.28104e-06 -0.000102731 -0.000233693 -6.21276e-05 -0.00033616 0.000210847 -1.45126e-05
internal_weight=0 0.0191215 0.0174314 0.0159808 0.0149803 0.0125223 0.0112613 0.00930864 0.0078224 0.00594536 0.0049304 0.00245797 0.00330001 0.00209399
internal_count=3121 3017 2627 2533 2327 2073 1883 1775 1682 1482 1163 254 758 621
is_linear=0
shrinkage=0.00148603


Tree=2441
num_leaves=17
num_cat=0
split_feature=14 124 123 12 12 484 48 2 52 3 150 1 0 13 15 52
split_gain=0.000360362 0.000232783 0.000323945 0.000307779 0.00025679 0.000251553 0.000251921 0.000366231 0.000454958 0.000219667 0.000254456 0.000239504 0.000409396 0.000243242 0.000234903 0.000172296
threshold=0.054835000000000009 0.08919500000000001 1.0000000180025095e-35 0.11650500000000001 -1.0000000180025095e-35 -0.0068949999999999992 0.12737000000000001 0.11548000000000001 0.11434500000000002 0.090900000000000009 0.086730000000000015 1.0000000180025095e-35 -0.10607499999999999 -0.063184999999999977 0.040760000000000005 -0.066844999999999988
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 11 14 -13 -14 -7 -11
right_child=-2 -3 -4 -5 5 6 -8 -9 -10 15 -12 12 13 -15 -16 -17
leaf_value=-0.0007016278269703619 -0.00096337368100992077 0.00080298223287802442 0.00074612320107473728 -0.00089996232835046349 -0.00071436590129777449 -0.00065982970270682894 -0.00064788842751706721 0.0009654631924557787 -0.00088958749770944598 0.00023623993709775658 -0.00071431595346854791 0.0012961456182073413 -0.00050713252754130641 0.00049330751802947241 0.00032866136321019304 0.0010695998443629258
leaf_weight=0.0013201741397139933 0.0010170720291947091 0.001015883152888016 0.0014336696167105657 0.0011131228908942302 0.0010665793480541712 0.0014415005375717736 0.0010809282847405325 0.0014105928154191103 0.0011706634814868293 0.0015834323917884863 0.0010263649284867338 0.0010574413437893782 0.0010896660483948883 0.0016370230663557833 0.0011743470443683623 0.0011549381261249936
leaf_count=154 110 60 227 131 433 285 45 169 282 77 136 32 155 241 536 48
internal_value=0 3.80363e-05 -3.38571e-06 -6.54023e-05 -8.10693e-06 5.33675e-05 0.000112589 0.000177082 7.89741e-05 0.000190523 4.40617e-05 0.000165683 0.00042957 9.35019e-05 -0.000216061 0.000587719
internal_weight=0 0.0197763 0.0187604 0.0173268 0.0162137 0.0148935 0.0138269 0.012746 0.0113354 0.0101647 0.00742634 0.00639998 0.00378413 0.00272669 0.00261585 0.00273837
internal_count=3121 3011 2951 2724 2593 2439 2006 1961 1792 1510 1385 1249 428 396 821 125
is_linear=0
shrinkage=0.0016407


Tree=2442
num_leaves=10
num_cat=0
split_feature=14 15 147 52 13 4 0 0 2
split_gain=5.63655e-05 8.82269e-05 6.42357e-05 0.00010161 0.000132369 0.000118202 8.62033e-05 0.000114283 8.52814e-05
threshold=-0.10708499999999999 -0.10653 0.08598500000000002 0.11434500000000002 -0.0034749999999999994 -0.083854999999999985 -0.019414999999999998 -0.11242999999999999 0.089885000000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 -6 -7
right_child=1 2 -4 -5 6 8 -8 -9 -10
leaf_value=-0.0019718160910206796 0.002149982615884232 0.0032580491436907033 0.0021898391032066779 -0.0028573135690815863 -0.0005624732146290518 -0.0017075496721824855 0.00085047230110182567 -0.0042966950950844999 0.0017615624085153649
leaf_weight=0.001254067847654681 0.0018160568777615396 0.0016439572800572878 0.0010027044418793101 0.0013375211418218272 0.0019829573757031982 0.0013772494312248688 0.0014237583071445856 0.0012468101860381425 0.0012742569747523332
leaf_count=140 389 278 143 388 117 744 147 356 419
internal_value=0 0.000172902 -0.000145144 -0.000372752 -1.40816e-06 0.001222 -0.00113068 -0.00200402 -4.0369e-05
internal_weight=0 0.0131053 0.0112892 0.0102865 0.00894899 0.00429546 0.00465353 0.00322977 0.00265151
internal_count=3121 2981 2592 2449 2061 1441 620 473 1163
is_linear=0
shrinkage=0.00966451


Tree=2443
num_leaves=16
num_cat=0
split_feature=14 11 3 157 403 159 12 43 42 3 16 0 4 52 16
split_gain=0.000375013 0.000182097 0.00023064 0.000204514 0.000177158 0.000226435 0.000167352 0.000152858 0.000269418 0.000342299 0.000168698 0.00030709 0.000224829 0.000208343 0.00020794
threshold=0.062655000000000016 0.088215000000000002 -0.14186499999999996 -0.08107499999999998 -1.0000000180025095e-35 0.094765000000000016 0.11650500000000001 -0.074359999999999996 -0.095859999999999987 -0.077774999999999983 -0.056919999999999991 -0.10474999999999998 0.033845000000000007 1.0000000180025095e-35 -0.5048999999999999
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 -6 -10 11 12 -9 -12 -14
right_child=-2 -3 3 4 5 -7 -8 10 9 -11 13 -13 14 -15 -16
leaf_value=0.0006073714065808393 -0.0010082968826091361 -0.00062693397394203757 0.00064691767260688772 -0.00072788984041167602 -0.00035765062703032208 -0.00076917900578756372 -0.00059624522263316496 0.00033378166616345053 9.3450830211399202e-05 0.0011869291336195575 -0.00093086079688938547 0.00071581077718893408 3.6904154604022263e-05 0.00010870371555675123 -0.00097791115778756636
leaf_weight=0.0019918311485834983 0.0010258334029008545 0.0011148100962428123 0.001278851252980019 0.0010078627637960741 0.0010815194802026307 0.0010001524321270995 0.0010136752441729452 0.0016616082248361577 0.0017044443229607999 0.001513863390577532 0.0011107527815862727 0.0017119459802430424 0.0011167913885201664 0.0010506209320298131 0.001145508638863646
leaf_count=143 104 101 278 703 80 256 74 63 338 211 182 342 76 117 53
internal_value=0 2.9814e-05 6.96276e-05 4.30733e-06 -5.00492e-05 -1.63481e-06 5.69173e-05 0.000111649 0.000364974 0.000607813 -2.80481e-05 0.000124391 -0.000133636 -0.000425539 -0.000476944
internal_weight=0 0.0195042 0.0183894 0.0163976 0.0151187 0.0141109 0.0131107 0.0120971 0.00429983 0.00321831 0.00779723 0.00563585 0.00392391 0.00216137 0.0022623
internal_count=3121 3017 2916 2773 2495 1792 1536 1462 629 549 833 534 192 299 129
is_linear=0
shrinkage=0.00167351


Tree=2444
num_leaves=17
num_cat=0
split_feature=1213 124 4 0 48 1374 150 3 15 51 15 2 4 4 52 15
split_gain=0.000466371 0.000252416 0.000274905 0.000280858 0.00029053 0.000239132 0.000248806 0.000190121 0.000251496 0.000205422 0.000199051 0.000192702 0.000177544 0.000113208 7.4715e-05 2.38533e-05
threshold=-1.0000000180025095e-35 0.08919500000000001 -0.49405499999999997 -0.019414999999999998 -0.080454999999999985 -0.094929999999999987 0.081835000000000019 -0.08824499999999999 -0.0088349999999999974 0.084305000000000019 -0.11345499999999999 0.091545000000000015 0.0061450000000000003 0.24564500000000003 -0.020999999999999994 -0.077219999999999983
decision_type=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 13 9 10 -9 -10 -8 -7 -5 -12
right_child=1 -3 3 14 5 6 12 8 11 -11 15 -13 -14 -15 -16 -17
leaf_value=-0.0012000018514856626 -0.00072888782116847296 0.00088418300587048853 -0.00095884022296279458 0.00092033166604707875 -0.00075445007647041305 -0.00090527847145154363 0.00014014981001784385 8.7896691949771813e-05 0.00084116151156882646 0.00056373160879510757 -0.00091346909596540769 -7.6419488588380774e-05 0.0011510171445840898 -8.2952886783462255e-05 0.00032663814058198618 -0.00052719291295400547
leaf_weight=0.0010152906127863575 0.0015524485221646836 0.0010436781036441125 0.0010258123940925503 0.0011332524915974723 0.0011445144849022712 0.0010644406049281586 0.001116182674599695 0.0018237968581473578 0.0019333776782657977 0.0010074278368725799 0.0010157677448770384 0.001151977964667112 0.0010765059495682627 0.0010477525219352302 0.0016304326460495127 0.0010011764290548215
leaf_count=491 151 60 87 93 54 314 182 254 423 156 237 177 87 36 112 207
internal_value=0 3.4169e-05 -1.32087e-05 5.14912e-05 -4.79779e-05 2.18405e-05 9.44378e-05 -2.3865e-05 0.000102198 -0.000150049 -0.000337273 0.000498565 0.000636438 -0.000497364 0.000570083 -0.000721728
internal_weight=0 0.0197685 0.0187249 0.0171724 0.0144087 0.0133829 0.0122384 0.0100457 0.00793352 0.00484817 0.00384074 0.00308536 0.00219269 0.00211219 0.00276369 0.00201694
internal_count=3121 2630 2570 2419 2214 2127 2073 1804 1454 854 698 600 269 350 205 444
is_linear=0
shrinkage=0.00177594


Tree=2445
num_leaves=16
num_cat=0
split_feature=14 484 43 40 50 52 160 13 48 49 2 15 16 4 52
split_gain=0.000291946 0.000176325 0.000183856 0.000176686 0.000172838 0.000211673 0.000183555 0.000235846 0.00030389 0.000272529 0.000223607 0.000298395 0.000293093 0.000287702 0.000239323
threshold=0.054835000000000009 -0.0068949999999999992 0.21122500000000002 -0.074429999999999982 0.10030500000000002 0.11434500000000002 -0.081069999999999989 -0.099939999999999987 0.092475000000000016 -0.081604999999999997 0.11215000000000001 -0.10469999999999999 -0.094359999999999986 0.0061450000000000003 0.081010000000000013
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 -5 8 -8 -9 11 -11 -13 14 -14
right_child=-2 2 -4 4 -6 -7 7 9 -10 10 -12 12 13 -15 -16
leaf_value=-0.00056721179119780809 -0.0008695530083496773 0.00066479594870260175 -0.00057377981545733497 0.00070788477304877765 0.00069019150635224317 -0.00056449386461530514 0.0010118005483496287 0.00046603189336923682 -0.00015901057265508368 0.00070551895291058164 -0.00088765410671904916 -0.0010611279136693349 -0.00094085981544754092 0.00039549656307514831 0.00012689855253998717
leaf_weight=0.0012312501171010256 0.0010146257901528224 0.0014489419347851291 0.0011050754790601488 0.0011607468996461404 0.0011070401979048324 0.0015062902602667226 0.0013166656446345635 0.0018606450903217988 0.0010914345279129378 0.0010079436516053477 0.0011908449712503821 0.0010143301852169554 0.0012787459515293852 0.0018917283544906066 0.0010124437907539641
leaf_count=479 110 219 177 187 192 243 117 75 43 101 177 102 467 69 363
internal_value=0 3.34625e-05 7.45666e-05 0.000116992 6.55804e-05 1.73332e-05 8.56657e-05 2.37495e-05 0.000481148 -9.52415e-05 -0.000236443 -0.000111468 -0.000269913 -7.80486e-05 -0.000469033
internal_weight=0 0.0192241 0.0179929 0.0168878 0.0154389 0.0143318 0.0128255 0.0116648 0.0024081 0.00925668 0.00739604 0.00620519 0.00519725 0.00418292 0.00229119
internal_count=3121 3011 2532 2355 2136 1944 1701 1514 160 1354 1279 1102 1001 899 830
is_linear=0
shrinkage=0.0016407


Tree=2446
num_leaves=11
num_cat=0
split_feature=484 15 43 15 15 13 52 12 42 42
split_gain=5.32367e-05 7.0736e-05 7.60711e-05 8.75382e-05 9.92076e-05 0.000195725 0.000164103 8.42876e-05 0.000103484 5.79709e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.052894999999999991 -0.10203999999999998 -1.0000000180025095e-35 -0.095304999999999987 -0.0064899999999999992 0.051320000000000005 0.083865000000000009 0.091735000000000025
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 7 -4 6 -6 -5 -3 -9 -10
right_child=1 2 3 4 5 -7 -8 8 9 -11
leaf_value=-0.0022568359488955646 0.0026890669529705722 0.0027833303822341459 -0.0034771759308983713 -0.00085555131669705147 0.00079219459904575579 -0.0041183520046020284 0.0044527704166356947 -0.0028172081596212089 0.002696913965755859 -0.00067280521877216516
leaf_weight=0.0010782839504248102 0.0011095862392056502 0.0017422154961336004 0.0010937077656393542 0.0015965718338978078 0.001987570563019324 0.0016060412274584326 0.0010607709383747312 0.0010265404799594275 0.0012479528130495132 0.0010115955786995211
leaf_count=515 232 193 158 159 110 796 137 355 299 167
internal_value=0 0.000158772 -6.81402e-05 -0.000746841 -0.000269124 -0.00140241 0.00126345 0.000923213 -6.29818e-05 0.0011883
internal_weight=0 0.0134826 0.012373 0.00734466 0.00625095 0.00359361 0.00265734 0.0050283 0.00328609 0.00225955
internal_count=3121 2606 2374 1360 1202 906 296 1014 821 466
is_linear=0
shrinkage=0.0104612


Tree=2447
num_leaves=11
num_cat=0
split_feature=43 159 50 43 3 133 16 0 0 4
split_gain=5.27614e-05 8.09537e-05 0.000112 0.00010311 0.000129387 0.000146298 0.000134095 0.000248515 0.000129523 8.69474e-05
threshold=0.16180500000000003 -0.032739999999999991 0.088280000000000011 0.0034250000000000005 0.12178000000000001 1.0000000180025095e-35 0.0047850000000000011 -0.10607499999999999 -0.053834999999999994 0.0052350000000000009
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 9 -8 -3
right_child=-2 2 -4 -5 -6 -7 8 -9 -10 -11
leaf_value=-0.0025267913297948724 -0.0022935733771455775 -0.00089703024873986968 0.0037146116492745469 0.0030679197707819696 -0.0030261296321744519 -0.0025297968994822759 0.0058611712823386343 -0.0041914621765824804 0.00093828170347055222 0.0029252830738273174
leaf_weight=0.0011626004673606577 0.0010745313836121153 0.0010741003109762158 0.0010716637472015728 0.0011928766464332748 0.0016054611700443431 0.0016835308703748424 0.0010212380782495282 0.0012393772254692351 0.0015056806524351742 0.0018354926912049555
leaf_count=398 218 80 327 252 132 696 138 555 195 130
internal_value=0 0.000163898 0.000419691 0.000103225 -0.000251673 0.000281173 0.000990046 -0.00019016 0.00292784 0.00151424
internal_weight=0 0.013392 0.0122294 0.0111578 0.00996488 0.00835942 0.00667589 0.00414897 0.00252692 0.00290959
internal_count=3121 2903 2505 2178 1926 1794 1098 765 333 210
is_linear=0
shrinkage=0.0106704


Tree=2448
num_leaves=18
num_cat=0
split_feature=14 1374 457 11 2 159 49 52 16 0 0 0 49 0 13 4 0
split_gain=0.00038235 0.000178874 0.000359214 0.000186913 0.00022876 0.000438237 0.00036404 0.000241422 0.000245791 0.000291884 0.000419583 0.000156739 0.000130856 0.000107725 9.90137e-05 7.36457e-05 4.57943e-05
threshold=0.062655000000000016 -0.08070999999999999 0.080930000000000016 0.087830000000000005 0.113445 0.091530000000000014 0.005085000000000001 0.11434500000000002 0.38525000000000004 0.13134000000000004 -0.060129999999999996 -0.10096999999999999 -0.080089999999999981 -0.11756999999999999 -0.077799999999999994 0.10637500000000001 -0.10836499999999999
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 16 8 9 10 11 13 -4 15 -13 -3 -6
right_child=-2 2 12 -5 6 -7 -8 -9 -10 -11 -12 14 -14 -15 -16 -17 -18
leaf_value=-0.00065508568192080652 -0.0010216060454314867 0.00021211940355060101 0.00031320707340088338 -0.00067326580598670558 0.0011243596205139385 -0.0010992007451147991 -0.00020622778867061581 -0.00065822164335721392 0.00065100203809410374 -0.00085570128240935344 0.0010900376652998726 -6.9850306010672264e-05 0.0011592981229073202 0.00050323907140539207 -0.00080405939831076803 -0.00041067257236428168 0.0006213044229025572
leaf_weight=0.0010001303432773936 0.0010097247190630201 0.0010815488084041647 0.0010327009982321611 0.0011111728685992963 0.0010216315667611053 0.0010633733629427421 0.0015314430957994972 0.0012723480118519053 0.001931706204638374 0.001009057393563273 0.0010335791682176384 0.0010265211150722819 0.0010151909882071672 0.0014032478913725255 0.0010311440120199453 0.0010460940115682438 0.0010056965251094016
leaf_count=56 104 66 81 105 80 192 163 338 136 29 89 541 125 77 690 63 186
internal_value=0 3.43759e-05 7.14158e-05 -1.03117e-05 3.73456e-05 -7.39946e-05 0.000409607 2.66193e-05 0.000117738 -1.7249e-05 0.000110511 -7.06478e-05 0.000732635 0.000143302 -0.00043778 -9.40875e-05 0.000874809
internal_weight=0 0.0196166 0.0186165 0.0165686 0.0154574 0.0118986 0.00355877 0.0108352 0.0095629 0.00763119 0.00662214 0.00558856 0.00204789 0.00353089 0.00205767 0.00212764 0.00202733
internal_count=3121 3017 2961 2755 2650 2221 429 2029 1691 1555 1526 1437 206 206 1231 129 266
is_linear=0
shrinkage=0.00167351


Tree=2449
num_leaves=12
num_cat=0
split_feature=1 47 15 48 43 16 48 52 16 1 4
split_gain=5.10205e-05 0.000101254 9.48517e-05 0.00010259 9.54299e-05 0.000116497 0.00013227 0.000119782 0.000225762 9.2343e-05 9.0059e-05
threshold=0.12337000000000002 0.10621500000000002 0.091650000000000023 0.097025000000000014 -0.16318499999999997 0.22339500000000004 0.086260000000000017 -0.061194999999999992 -0.056919999999999991 0.08844500000000001 0.098655000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -6 9 -9 -2
right_child=10 -3 -4 -5 5 -7 -8 8 -10 -11 -12
leaf_value=0.0024072575788941868 0.0032295101021146801 -0.0032979919671125403 -0.0027875189026507425 0.0032075520234444207 0.0030848139924327732 -0.0033406110261255833 -0.0032639678694183316 -0.00079379700343193036 -0.0036463068153186808 0.0031630860998020697 -0.00071824471240074196
leaf_weight=0.0013554264391951506 0.0012217290122117368 0.001028309350967504 0.0011101399838215351 0.0010997793675813087 0.0015157182780638854 0.0012160401613422406 0.0010157119432412376 0.0010154907280932649 0.0013033904132744088 0.0014444798852534229 0.0011196577073789419
leaf_count=144 98 144 472 161 256 280 185 658 318 209 196
internal_value=0 -0.000279808 3.99411e-07 0.000310952 -4.8345e-05 -0.00049149 5.89086e-05 0.000698241 -0.000262967 0.00152966 0.00134168
internal_weight=0 0.0121045 0.0110762 0.00996604 0.00886626 0.00751083 0.00629479 0.00527908 0.00376336 0.00245997 0.00234139
internal_count=3121 2827 2683 2211 2050 1906 1626 1441 1185 867 294
is_linear=0
shrinkage=0.010055


Tree=2450
num_leaves=12
num_cat=0
split_feature=48 2 159 40 16 52 3 0 4 16 3
split_gain=5.01534e-05 0.000100272 0.000136107 0.000177145 0.000220385 0.00013276 0.000136322 9.38457e-05 0.000174376 8.04662e-05 2.74731e-05
threshold=0.12879500000000002 0.11293500000000002 0.089465000000000017 -1.0000000180025095e-35 0.41553500000000004 0.093665000000000012 0.090900000000000009 -0.084269999999999984 0.053180000000000012 -0.008904999999999998 -0.08824499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 8 -5 -3 -9
right_child=-2 9 -4 4 -6 -7 -8 10 -10 -11 -12
leaf_value=-0.0032287451775024276 -0.0020414340493644309 0.0004107863524642518 -0.0035365155993174694 -0.0039302759551172366 0.0047199487149301366 -0.0028570309571287885 0.0032565294267212362 0.0002498994835273367 0.00092831731836277734 0.003705411507370322 0.0024539404840347688
leaf_weight=0.0012631994989206344 0.0010181493340873224 0.0016390948794027587 0.0010388466500542886 0.0012490252314398273 0.0010132987977161407 0.0012136239148039006 0.0013293379496870372 0.0010139669817348183 0.0014138612987804194 0.0011204555374325978 0.0010169325539229196
leaf_count=198 90 259 267 616 121 479 95 264 119 191 422
internal_value=0 0.000140432 -0.000280104 7.54964e-05 0.000581423 1.94106e-06 0.000578007 -0.000180583 -0.0013506 0.0017485 0.00135353
internal_weight=0 0.0133116 0.0105521 0.00951325 0.00825005 0.00723675 0.00602312 0.00469379 0.00266289 0.00275955 0.0020309
internal_count=3121 3031 2581 2314 2116 1995 1516 1421 735 450 686
is_linear=0
shrinkage=0.00947501


Tree=2451
num_leaves=16
num_cat=0
split_feature=1374 457 484 403 13 0 1 4 49 47 1 43 0 2 0
split_gain=0.000164157 0.000381274 0.000251079 0.000162661 0.000160538 0.000353096 0.000231084 0.000221249 0.000321588 0.000173219 0.000250612 0.000168295 0.000124732 0.000118583 1.38401e-05
threshold=-0.094929999999999987 0.088350000000000026 -0.0068949999999999992 0.090990000000000015 -0.49353499999999995 0.062580000000000011 1.0000000180025095e-35 -0.033174999999999989 -0.08130999999999998 0.092530000000000015 0.13146500000000003 -0.072864999999999985 -0.15202999999999997 0.10672500000000001 -0.08317999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 14 11 -9 12 -11 -8 -10 -7 -6
right_child=1 -3 3 -5 5 13 7 8 9 10 -12 -13 -14 -15 -16
leaf_value=-0.00066828211606705242 -0.00081430080659820945 0.00089482759942826966 -0.00058072086119037949 -0.00060778718315976311 -0.00039744660755700858 0.00033698206479013484 0.00014400203830032155 0.0010514756692892317 -2.8356432809204794e-05 -0.00064066002755185688 0.00037193294566859882 -0.00074288723778839663 0.00061270000093631232 0.0010962215931936015 -0.00067574048537821806
leaf_weight=0.0010267347891192982 0.0011153440570912587 0.0012957106089046154 0.0010464905546243531 0.0011245749284840888 0.0010017372069334573 0.0012150932745779485 0.0010734326780376113 0.0011329025265585102 0.0015038781680167396 0.0016652256257865261 0.0011623210671830378 0.0013564241531406201 0.0019551975755854323 0.0010956160099567236 0.0010001916690461589
leaf_count=55 481 119 53 227 527 97 141 85 63 106 20 277 304 62 504
internal_value=0 1.89595e-05 -4.6082e-05 6.37767e-06 5.17914e-05 9.85303e-05 -1.81511e-05 8.72027e-05 0.000230741 8.28373e-05 -0.000224413 -0.000351088 0.000333992 0.000696973 -0.000536486
internal_weight=0 0.0187441 0.0174484 0.0163331 0.0152085 0.014162 0.0118513 0.00984938 0.00741952 0.00628662 0.00282755 0.00242986 0.00345908 0.00231071 0.00200193
internal_count=3121 3066 2947 2466 2239 2186 2027 996 578 493 126 418 367 159 1031
is_linear=0
shrinkage=0.00167351


Tree=2452
num_leaves=19
num_cat=0
split_feature=1213 13 1456 1374 453 0 11 48 13 43 1 2 42 12 15 16 133 4
split_gain=0.000583446 0.000453011 0.000416054 0.000407604 0.000380696 0.000390715 0.000191043 0.000266257 0.000182428 0.000241145 0.000347482 0.000368465 0.000270713 0.000231751 0.000162922 0.000165102 0.000147605 0.000220344
threshold=-1.0000000180025095e-35 -0.53104499999999988 -1.0000000180025095e-35 -0.094929999999999987 1.0000000180025095e-35 -0.23091999999999999 0.088215000000000002 0.10327000000000001 -0.43167499999999998 -0.053764999999999993 0.11323000000000001 0.10912000000000001 -0.095859999999999987 -0.010834999999999999 -0.094549999999999981 -0.088159999999999988 0.084415000000000018 -0.076779999999999987
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 -5 7 8 -7 12 11 14 -10 -14 -11 -16 17 -15
right_child=1 2 3 4 -6 6 -8 -9 9 10 -12 -13 13 16 15 -17 -18 -19
leaf_value=-0.0011948798262207867 -0.0010774739764617455 -0.00097615389992062045 -0.0007860244959894101 0.0012430317811430969 -0.00076678188173414546 0.00085568807780125639 -0.00047383431607691303 0.00090167115408606383 -0.00032090519935643898 0.00047627580676241524 0.00065013895078253764 -0.0011192944025186326 0.0012392626657811959 0.0011273313077791341 0.000165859545636748 -0.00068724977141361627 -0.00012524218268553976 0.00016742130695246337
leaf_weight=0.0011743102698037111 0.0010106696328273648 0.0010125035622507326 0.0012845732037614068 0.0011201311083910382 0.0011020399777986736 0.0010621559842780509 0.0011366606351274058 0.0016407362267217068 0.0013935513633755864 0.0011646722449711183 0.0013633579844750943 0.0012637906265337978 0.00105812914076347 0.0011848272987364794 0.0012385196989104005 0.0014175405472813072 0.001327813313794602 0.0016915802849036769
leaf_count=491 35 258 55 50 75 54 110 143 108 108 116 94 177 54 161 444 363 225
internal_value=0 3.93548e-05 9.19461e-05 0.000144829 0.00020722 0.000266643 0.000202093 0.000250699 0.000175302 0.000120152 -0.000115117 -0.000320312 0.000348068 0.000525222 -5.60309e-05 -0.000289445 0.00034551 0.00056282
internal_weight=0 0.0224733 0.0214626 0.0204501 0.0191655 0.0180635 0.0169433 0.0158067 0.0141659 0.0131038 0.00644788 0.00508452 0.0066559 0.00526235 0.00382073 0.00265606 0.00420422 0.00287641
internal_count=3121 2630 2595 2337 2282 2207 2157 2047 1904 1850 923 807 927 819 713 605 642 279
is_linear=0
shrinkage=0.00170698


Tree=2453
num_leaves=13
num_cat=0
split_feature=2 2 159 50 484 151 457 52 48 0 43 43
split_gain=5.16135e-05 5.15824e-05 9.91586e-05 0.000114173 9.70855e-05 8.33657e-05 0.000228681 0.000128472 0.000151299 8.59723e-05 0.000122623 0.000144388
threshold=-1.0000000180025095e-35 0.14019000000000004 0.091530000000000014 0.088425000000000017 0.044540000000000003 -0.0083949999999999979 0.045365000000000009 -0.24164999999999998 0.090390000000000012 -0.11756999999999999 0.07827000000000002 -0.17390999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -7 9 -9 11 -11
right_child=1 -3 -4 -5 -6 7 -8 8 -10 10 -12 -13
leaf_value=0.0020093301123839664 -0.0046577947988517389 0.0018864427509473031 -0.003203081989587533 -0.0028490268704142478 0.0029016181558769792 -0.002430038944104746 0.0015270431284853548 -0.0021268025037999923 0.0037815352356465508 0.0018634838972614162 0.0036274038296182616 -0.0029610933650286702
leaf_weight=0.0010471999121009325 0.0011278815092925039 0.0010076492957196781 0.0010002048091428085 0.0012049015991277027 0.0010943018583548314 0.0011775871342459034 0.0010239419122755611 0.0011096440816371947 0.0013485488409857305 0.0012320940499209519 0.0010323855108722441 0.0010162029985465587
leaf_count=199 136 187 274 485 255 252 109 126 103 74 115 806
internal_value=0 -0.000174982 -0.000342936 -9.12765e-05 0.000235689 -8.60178e-05 -0.00171475 0.000420707 0.00100566 0.000153018 0.000924135 -0.000317167
internal_weight=0 0.0133753 0.0123677 0.0113675 0.0101626 0.00906829 0.00215182 0.00691646 0.00573888 0.00439033 0.00328068 0.0022483
internal_count=3121 2922 2735 2461 1976 1721 245 1476 1224 1121 995 880
is_linear=0
shrinkage=0.00947501


Tree=2454
num_leaves=17
num_cat=0
split_feature=14 484 130 43 13 123 133 484 14 12 13 1 48 4 3 4
split_gain=0.000422051 0.000154928 0.000201323 0.000204736 0.000263999 0.000199453 0.00017028 0.000149838 0.000143772 0.000142182 0.000194388 0.00025894 0.000155934 0.000279981 0.000361404 0.0001541
threshold=0.062655000000000016 0.084040000000000017 -0.0015749999999999998 -0.14968999999999996 0.25761500000000009 1.0000000180025095e-35 0.094195000000000015 0.096935000000000007 -0.10708499999999999 0.088615000000000013 -0.075129999999999988 0.083345000000000016 0.11951500000000001 0.0061450000000000003 0.090900000000000009 0.09173000000000002
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 8 -3 -5 10 11 -10 13 -12 -15 -11
right_child=-2 7 3 5 -6 -7 -8 -9 9 15 12 -13 -14 14 -16 -17
leaf_value=-0.00073008170675643055 -0.001034326702760898 0.0008283866385356681 0.0008198012742310181 -0.00059243102168025506 -0.00023243536205288268 0.00064394151697101838 -0.00072949208950777661 -1.8304306671322105e-05 1.2916209999171999e-05 -0.00060187052403502003 -0.00042316287574482094 0.0011410878025345616 -0.00061708148832968648 -0.00016665027770801561 0.0011835723547948239 0.00014151342456535993
leaf_weight=0.0010059914309244041 0.0010465009621385959 0.0012222792766695125 0.0017462502501892586 0.0011952943124525226 0.0010148701434132268 0.0010069553556224494 0.0011066981317095709 0.0010425306304032954 0.0011652730508374901 0.001756107143979389 0.0015440626670780062 0.0010332641033159451 0.0010157722135204494 0.0010907506465907407 0.0010447542517937336 0.0013110450916576921
leaf_count=264 104 181 111 61 60 207 384 175 356 610 227 153 33 55 47 93
internal_value=0 3.54821e-05 -1.81113e-05 2.65666e-05 0.000433044 -5.80103e-05 -0.00011565 0.00043864 -5.47571e-05 9.76219e-06 0.00014051 0.000543132 -4.80127e-05 0.000109083 0.00049392 -0.000284113
internal_weight=0 0.0193019 0.0170371 0.0160311 0.00276112 0.01327 0.012263 0.00226481 0.0111563 0.00996103 0.00689388 0.00219854 0.00469534 0.00367957 0.0021355 0.00306715
internal_count=3121 3017 2661 2397 171 2226 2019 356 1635 1574 871 509 362 329 102 703
is_linear=0
shrinkage=0.0016407


Tree=2455
num_leaves=14
num_cat=0
split_feature=14 157 12 13 52 3 49 12 3 2 3 43 1
split_gain=0.000211188 0.000150455 0.000164432 0.000184158 0.000189714 0.000365316 0.000155087 0.000173552 0.000193653 0.000140458 0.00010363 0.000175729 0.000118837
threshold=0.018475000000000002 -0.073574999999999988 0.11650500000000001 -0.076599999999999988 0.10744000000000002 0.11296500000000002 -0.081604999999999997 0.10097500000000002 -0.034684999999999994 0.089885000000000007 -0.078934999999999991 -0.084004999999999982 0.08844500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 10 5 6 -5 8 -8 -10 11 -3 -12
right_child=-2 2 -4 4 -6 -7 7 -9 9 -11 12 -13 -14
leaf_value=0.00048630709311038394 -0.00077984340869277754 0.00044981565877333059 -0.00063336614406677338 0.0005254166990918002 0.00038303433540133933 -0.0010376180321669034 -0.00078943368537740823 0.00043965568174648853 -0.00042146208526897016 0.0003293862450024789 8.4721328402395736e-05 -0.00052703276715447924 0.00073543079592607973
leaf_weight=0.0018364741734140889 0.001007620615737225 0.0011091680554662399 0.0012141661044154052 0.0010769832618912102 0.0017868386764969919 0.0013622290758110722 0.0016683507056459929 0.001063515379812285 0.0015073744660136544 0.0014003120966935706 0.001426640349952389 0.0010394686521839683 0.0019161388230233382
leaf_count=398 119 165 127 87 203 68 751 159 95 123 153 397 276
internal_value=0 2.27353e-05 -2.86393e-05 1.9172e-05 -0.000120288 -0.000231612 -6.81399e-05 -0.000181491 -0.000325852 -5.98612e-05 0.000269719 -2.27646e-05 0.000457719
internal_weight=0 0.0184077 0.0165712 0.015357 0.0098656 0.00807876 0.00671654 0.00563955 0.00457604 0.00290769 0.00549142 0.00214864 0.00334278
internal_count=3121 3002 2604 2477 1486 1283 1215 1128 969 218 991 562 429
is_linear=0
shrinkage=0.00170698


Tree=2456
num_leaves=16
num_cat=0
split_feature=1374 457 484 13 3 3 1 4 42 15 2 4 1 0 2
split_gain=0.000212361 0.000348148 0.000186265 0.000155152 0.000184 0.000170707 0.000275834 0.000265176 0.000210034 0.000369972 0.000271598 0.000175206 0.000147779 9.52583e-05 2.42186e-05
threshold=-0.094929999999999987 0.088350000000000026 -0.0068949999999999992 -0.49353499999999995 0.13524500000000003 0.095270000000000007 1.0000000180025095e-35 -0.083854999999999985 0.10256000000000001 0.024640000000000006 1.0000000180025095e-35 -0.0047449999999999992 0.11212500000000002 0.15398500000000004 0.10613000000000002
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 13 9 10 12 -12 -8 -5 -7
right_child=1 -3 3 4 -6 14 8 -9 -10 -11 11 -13 -14 -15 -16
leaf_value=-0.00075123910581913927 -0.00070726693601544366 0.00088052990952782394 -0.00060116714569554818 0.00034903334368023391 0.00055777227956895772 -0.00027897960030242116 -0.00017726246574556006 -0.000928470657415836 -0.0004723298859602056 -0.00038091837983478418 0.00044470428787443108 0.0012921525556322351 0.00064670937211581134 -0.00034624805938380778 -0.00064688379565687308
leaf_weight=0.0010326748319875413 0.0010766760105192291 0.0012523949335462884 0.0010802441594566165 0.001191979624292766 0.0017984650227178536 0.0010038047145499726 0.0014934288401530094 0.0012835923793940761 0.0010043879225904023 0.0015179780545878652 0.0012234231630035008 0.0015474639599617115 0.0010300550639550168 0.0010276708897527485 0.0010006518115002194
leaf_count=55 481 119 61 239 104 46 196 955 163 256 159 116 98 33 40
internal_value=0 2.85178e-05 -3.32337e-05 1.15548e-05 5.53222e-05 -1.2496e-05 6.72125e-05 -0.000323005 0.000242097 0.00034743 0.000556258 0.000917981 0.000159073 2.71266e-05 -0.000462642
internal_weight=0 0.0185322 0.0172798 0.0162031 0.0151229 0.0133244 0.01132 0.00350324 0.00781674 0.00681235 0.00529437 0.00277089 0.00252348 0.00221965 0.00200446
internal_count=3121 3066 2947 2466 2405 2301 2215 1227 988 825 569 275 294 272 86
is_linear=0
shrinkage=0.00167351


Tree=2457
num_leaves=18
num_cat=0
split_feature=1213 13 484 1374 13 453 457 1 15 42 0 15 0 49 3 43 0
split_gain=0.00046804 0.000378953 0.000454718 0.000326052 0.00023631 0.000243793 0.000258653 0.000266079 0.00042768 0.000364015 0.0002918 0.000215022 0.000189497 0.000231554 0.000146361 0.000129097 0.000114564
threshold=-1.0000000180025095e-35 -0.53104499999999988 -0.0068949999999999992 -0.094929999999999987 -0.39067499999999994 1.0000000180025095e-35 0.088045000000000012 0.12811000000000003 0.091650000000000023 0.093175000000000022 -0.050684999999999994 0.087685000000000013 -0.17169499999999996 -1.0000000180025095e-35 -0.15327499999999997 -0.075574999999999989 -0.10151999999999999
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 7 8 9 11 -9 12 -6 -14 -15 -16 -17
right_child=1 2 3 4 5 -7 -8 10 -10 -11 -12 -13 13 14 15 16 -18
leaf_value=-0.001119453563498146 -0.00099645362294912068 -0.0008417444457427943 -0.0007247350804098859 0.00087922504761587248 0.00077078524941273966 -0.00065752668308420093 0.0010053579948863455 0.0012309553197778172 -0.00088347358856166269 -0.00058431155402467868 3.8581558691652385e-05 0.0010249057013100497 -0.00064426283297429245 0.00080510302392658689 0.00041082716920657361 0.00018309044597011805 -0.00055818058245482192
leaf_weight=0.001087273336363828 0.0010013918778608534 0.001450852298316571 0.0011652550539213982 0.0014047289281433574 0.0013638230166141954 0.001022143864031654 0.0010887722544529821 0.001250304155293043 0.0013083537551460212 0.0016510051949716375 0.0011463001079925284 0.0010226098627992295 0.0010963636736352755 0.0010016086611188664 0.0019328766574235401 0.0012394845228464449 0.0011914988228451662
leaf_count=491 35 483 55 102 56 65 81 73 280 229 79 111 202 107 326 56 290
internal_value=0 2.86816e-05 7.91617e-05 0.00014991 0.000207427 0.000149585 0.000203531 0.000142069 3.68145e-05 0.000151495 0.000660641 0.00028879 0.000192599 7.05676e-05 0.000216634 8.15664e-05 -0.000180229
internal_weight=0 0.0213374 0.020336 0.0188851 0.0177199 0.0163151 0.015293 0.0142042 0.0118076 0.0104993 0.0023966 0.00884827 0.00782566 0.00646183 0.00536547 0.00436386 0.00243098
internal_count=3121 2630 2595 2112 2057 1955 1890 1809 1657 1377 152 1148 1037 981 779 672 346
is_linear=0
shrinkage=0.00170698


Tree=2458
num_leaves=11
num_cat=0
split_feature=12 475 12 52 52 160 42 4 43 47
split_gain=5.82958e-05 6.89443e-05 9.05427e-05 0.000117897 8.36062e-05 0.000121916 5.70126e-05 0.000101263 8.46344e-05 5.49793e-05
threshold=0.11650500000000001 -1.0000000180025095e-35 0.10345000000000001 -0.28430999999999995 -0.081429999999999989 0.050340000000000003 0.091545000000000015 -1.0000000180025095e-35 -0.0037449999999999996 0.092710000000000015
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 7 8 -6 -9
right_child=-2 2 -4 4 5 -7 -8 9 -10 -11
leaf_value=-0.0017990076094587374 -0.0022197299635964606 -0.0028910266103526314 0.0030020663812435652 0.0024977290767671393 0.00056787334568500849 -0.002488755697798013 -0.0013983224005858917 0.00077133786284627357 0.0037457532665938903 -0.0018237146355082538
leaf_weight=0.0014676648090547672 0.001008371783236311 0.0010559060568189329 0.0010738004881335221 0.0015033973023793586 0.0014938843285308397 0.0013939281283289612 0.0011114005733442595 0.0018025356630897043 0.0015157512882627519 0.001235173632875286
leaf_count=490 147 172 182 291 594 187 395 307 271 85
internal_value=0 0.000141077 0.000374743 0.000120853 0.000437105 7.4887e-05 0.000574071 0.000936564 0.00216836 -0.000283846
internal_weight=0 0.0136534 0.0121858 0.011112 0.0100561 0.00855267 0.00715875 0.00604734 0.00300964 0.00303771
internal_count=3121 2974 2484 2302 2130 1839 1652 1257 865 392
is_linear=0
shrinkage=0.00947501


Tree=2459
num_leaves=15
num_cat=0
split_feature=147 11 0 12 2 3 159 2 2 2 150 0 47 3
split_gain=0.000156745 0.000186076 0.000154034 0.000202337 0.000142678 0.000258762 0.000232061 0.000204265 0.000362641 0.000186498 0.000195915 0.000115139 0.000150869 0.000192223
threshold=0.089025000000000007 0.087830000000000005 0.18019500000000002 0.10711000000000002 0.11510000000000002 0.11924500000000002 0.091530000000000014 0.10731 0.099185000000000009 0.092365000000000017 0.086135000000000017 -0.060129999999999996 0.086380000000000012 -0.078934999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 7 8 9 10 11 12 13 -1
right_child=-2 -3 -4 -5 5 -7 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.00020252812506488564 0.00058224955734790108 -0.00070299425898419842 0.00059059977284906104 -0.00069561420686355677 0.00091347404995847741 -0.0001232611700336774 -0.00078025375468388837 -0.00056283113391535121 0.00098789006437177349 -0.00065568252794788104 -0.00057902081901099018 0.00051696108444098602 -0.00048605413537649943 0.00053063206832194355
leaf_weight=0.0017117927680575015 0.0010892797307090188 0.0010506597083257399 0.0010523087718623527 0.0011470241001560006 0.0011572126687023178 0.0013490940305076471 0.0010732262841421586 0.0014394115676507552 0.0010320933883470754 0.0010515656590784272 0.0010491914082958673 0.0017945185617478602 0.0010922963205179936 0.0020137108820949762
leaf_count=914 124 118 24 229 176 111 214 133 158 247 155 102 167 249
internal_value=0 -4.61033e-05 -5.41766e-06 -4.48362e-05 5.72271e-06 0.000355421 -6.57787e-05 2.77943e-06 8.6323e-05 -2.04707e-05 6.67141e-05 0.000169174 3.96318e-05 0.00019376
internal_weight=0 0.0180141 0.0169634 0.0159111 0.0147641 0.00250631 0.0122578 0.0111846 0.00974517 0.00871308 0.00766151 0.00661232 0.0048178 0.0037255
internal_count=3121 2997 2879 2855 2626 287 2339 2125 1992 1834 1587 1432 1330 1163
is_linear=0
shrinkage=0.00160853


Tree=2460
num_leaves=11
num_cat=0
split_feature=1 4 4 43 47 48 0 3 47 2
split_gain=5.18484e-05 0.000110028 7.61389e-05 0.000170264 0.000128451 0.000106268 0.000126826 0.000132208 7.72652e-05 7.09883e-05
threshold=0.077565000000000009 -0.012509999999999999 -0.033174999999999989 -0.0024749999999999993 0.087235000000000021 0.086260000000000017 -0.17169499999999996 -0.077354999999999993 0.10980000000000002 0.096540000000000015
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 -2 5 6 -4 -8 -6 -1
right_child=2 -3 4 -5 8 -7 7 -9 -10 -11
leaf_value=-0.001856012521665249 0.0013171621214459152 -0.0039654375635461382 0.0058592471021768604 -0.0041371614029825539 -0.0027600756522914082 -0.00036799949507844741 0.0038354228880093304 -0.0012557689757129672 0.00067126772660419871 0.0012497965245685581
leaf_weight=0.0013860157597593028 0.0013578473845584429 0.0010308360102656267 0.0011108827567578791 0.0011625962901382347 0.0012876646075594411 0.0015180174837537974 0.0012384224361779179 0.0010162247123421328 0.0016237367213812297 0.0019224663946130118
leaf_count=804 308 626 88 302 112 144 171 240 120 206
internal_value=0 -0.000981142 0.000381818 -0.00119873 0.000892879 0.00192975 0.00296615 0.0015407 -0.000846359 -5.13138e-05
internal_weight=0 0.00433932 0.0103154 0.00252044 0.00779495 0.00488355 0.00336553 0.00225465 0.0029114 0.00330848
internal_count=3121 1636 1485 610 875 643 499 411 232 1010
is_linear=0
shrinkage=0.0104612


Tree=2461
num_leaves=16
num_cat=0
split_feature=1213 402 1374 52 52 52 4 133 52 52 12 2 0 0 3
split_gain=0.000398039 0.0002223 0.000183603 0.00026107 0.000272784 0.000305057 0.000220329 0.000198627 0.000186184 0.00022936 0.000286754 0.000186246 0.000290496 0.000144016 0.000123752
threshold=-1.0000000180025095e-35 0.073745000000000019 -0.094929999999999987 -0.40306999999999998 -0.057699999999999994 -0.0064899999999999992 -0.04890499999999999 0.10622000000000002 0.19022000000000003 0.091275000000000009 0.082095000000000015 0.10731 -0.10607499999999999 -0.15202999999999997 -0.0080949999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 6 -6 -5 8 9 11 -11 12 -7 -8 -15
right_child=1 -3 3 4 5 7 13 -9 -10 10 -12 -13 -14 14 -16
leaf_value=-0.001000356924512812 -0.00064955304470615846 0.00076418198955177554 -0.0007176473076216124 -0.00018291312598755848 -0.00082307930128483638 0.00070112209086194534 0.00017764776175104455 -0.00060561609469351259 -0.00039455458761078466 0.0012262466440957948 0.0001125114838727393 -0.00036144826363642443 -0.00018609631144447442 0.00051142912811093873 0.0012923154731534548
leaf_weight=0.0010141709868768866 0.001083616100769901 0.0010201151301750975 0.0011225187322910146 0.0011262263524041347 0.0011644442094229631 0.0018653565985697874 0.0011196845877332606 0.0010971018354667275 0.0015522171531795826 0.0011185183709375157 0.0012856517131211165 0.0019743427997635336 0.001956205407554023 0.0010778460052637932 0.0010238864773570678
leaf_count=491 55 254 294 136 213 89 29 278 281 56 97 155 357 255 81
internal_value=0 3.3111e-05 -7.05444e-06 3.27661e-05 8.425e-05 -4.0693e-05 0.000429505 4.3279e-05 0.000116278 0.000212975 0.000630667 3.97138e-05 0.000246967 0.00064361 0.000891848
internal_weight=0 0.0195877 0.0185676 0.017484 0.0163615 0.0120138 0.00434764 0.0108494 0.00975229 0.00820007 0.00240417 0.0057959 0.00382156 0.00322142 0.00210173
internal_count=3121 2630 2376 2321 2027 1526 501 1313 1035 754 153 601 446 365 336
is_linear=0
shrinkage=0.00160853


Tree=2462
num_leaves=14
num_cat=0
split_feature=147 484 13 3 132 484 150 49 42 42 16 43 0
split_gain=0.000134459 0.000192296 0.000134735 0.000204651 0.000133569 0.000175251 0.000134163 0.000200718 0.000233926 0.000143156 0.000208246 0.000190031 1.99162e-05
threshold=0.089025000000000007 -0.0068949999999999992 -0.52014499999999986 0.13524500000000003 0.081240000000000021 0.087235000000000021 0.088380000000000014 -0.053364999999999996 0.091545000000000015 0.08623500000000002 -0.074319999999999983 -1.0000000180025095e-35 -0.10836499999999999
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 -9
right_child=-2 2 3 -5 -6 -7 -8 8 -10 -11 11 -13 -14
leaf_value=-0.00070163465459743943 0.00056131804198132705 -0.00057955368740865421 0.00057894893096578062 0.00054740695116490959 0.00044318230375533482 -0.00072697004590549519 -0.0004623117930625789 -0.00059952073617631032 -0.00059037405979024346 0.00055050006003505537 -0.00022090783558417637 0.00064021155637626267 -0.00027869776043533038
leaf_weight=0.0011262079174677508 0.0010404090197463972 0.001017295931494684 0.0015894229458791606 0.0018601758828935564 0.0014239471583079458 0.0010550466443616001 0.0016333422693163577 0.0010259360773927787 0.0017462074743168823 0.0014023881158004743 0.0012635295815354511 0.0015193928991252739 0.0010580522883253249
leaf_count=492 124 38 125 124 238 235 135 78 421 245 187 210 469
internal_value=0 -4.55713e-05 -1.04735e-06 3.67324e-05 -3.25193e-05 -8.76203e-05 -2.75983e-05 4.63258e-05 -5.92899e-05 8.86347e-05 -4.44507e-05 0.000249238 -0.000436637
internal_weight=0 0.0177209 0.0165947 0.0155774 0.0137173 0.0122933 0.0112383 0.00960493 0.00801551 0.0062693 0.00486691 0.00278292 0.00208399
internal_count=3121 2997 2505 2467 2343 2105 1870 1735 1610 1189 944 397 547
is_linear=0
shrinkage=0.0016407


Tree=2463
num_leaves=11
num_cat=0
split_feature=12 2 52 12 52 3 1 133 43 3
split_gain=5.36095e-05 6.31211e-05 0.000104681 0.000151753 0.000113664 0.000144514 0.000205404 9.50066e-05 0.000244445 9.84808e-05
threshold=0.11650500000000001 0.12358500000000001 0.11434500000000002 0.10097500000000002 -0.12005499999999998 0.090900000000000009 0.10612500000000001 0.084990000000000024 -0.072864999999999985 -0.078724999999999976
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 -7 8 -6 -10
right_child=-2 -3 -4 -5 5 6 -8 -9 9 -11
leaf_value=-0.0028743184580560131 -0.0022511511565157616 0.0018954291204850927 -0.0027704814569803147 0.0038017607310596065 0.0029560413205420529 0.0050822799890374035 -0.00088506918362453782 -0.003212923263592998 0.00030259714316015619 -0.0034577734725739109
leaf_weight=0.0013663185483587153 0.0010148826726377918 0.0018059303171433531 0.0013390153725847806 0.0010709454119496404 0.0017870980318467661 0.0012790857498146124 0.0010719059788220076 0.0011283363855472623 0.0012672134594865954 0.0015846163959387591
leaf_count=403 147 257 409 178 299 71 72 511 566 208
internal_value=0 0.000143877 -0.000122058 0.000213906 -0.000191214 0.000260358 0.00236154 -0.000596177 4.02995e-05 -0.00178685
internal_weight=0 0.0137005 0.0118945 0.0105555 0.00948457 0.00811826 0.00235099 0.00576726 0.00463893 0.00285183
internal_count=3121 2974 2717 2308 2130 1727 143 1584 1073 774
is_linear=0
shrinkage=0.010055


Tree=2464
num_leaves=15
num_cat=0
split_feature=14 123 484 13 13 48 0 15 0 47 3 4 42 52
split_gain=0.000185811 0.000172975 0.00020815 0.000194707 0.000331124 0.000249706 0.000252245 0.000168299 0.000162355 0.000167312 0.000449256 0.000202602 0.000164967 0.000123976
threshold=0.023790000000000002 1.0000000180025095e-35 -0.0068949999999999992 -0.49353499999999995 -0.23438999999999996 0.12737000000000001 -0.10607499999999999 -0.08730499999999998 -0.084269999999999984 0.099265000000000006 -0.078724999999999976 -0.084369999999999987 0.084635000000000016 -0.066844999999999988
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 13 -8 10 11 12 -10 -6
right_child=-2 -3 3 4 5 -7 8 -9 9 -11 -12 -13 -14 -15
leaf_value=-0.00077342075245126951 -0.00073210897014062992 0.00057742563529407799 -0.00070571702633093073 0.00094594132078663071 -0.00026511591241009508 -0.00081211727498456149 -0.00060124126517380259 0.00082189513663272196 -0.00068460898301195153 0.00062704547432613524 -0.0011238949125514195 0.00054438707663798157 0.00025838657883912896 0.00043472475968716451
leaf_weight=0.0010280723896370974 0.0010091405097515096 0.0014911331334507864 0.0010087581698650051 0.0011569948295637707 0.0012773954960896283 0.0010329495438601002 0.0016533932306301126 0.001612304938837599 0.0011043575241342358 0.001035405201108168 0.0010439149245732365 0.0018679177927068565 0.0010587929971960196 0.0017452716161655835
leaf_count=467 113 257 44 89 44 52 630 99 231 64 401 498 33 99
internal_value=0 2.04819e-05 -2.947e-05 1.95659e-05 6.97167e-05 -5.7605e-06 6.14177e-05 0.000376529 -0.000126703 1.70048e-06 -0.000125883 0.000132569 -0.000223043 0.000138968
internal_weight=0 0.0181167 0.0166255 0.0155975 0.0145887 0.0134317 0.0123988 0.00463497 0.00776378 0.00611039 0.00507498 0.00403107 0.00216315 0.00302267
internal_count=3121 3008 2751 2284 2240 2151 2099 242 1857 1227 1163 762 264 143
is_linear=0
shrinkage=0.00170698


Tree=2465
num_leaves=16
num_cat=0
split_feature=14 123 4 13 132 4 15 2 3 2 2 0 3 47 15
split_gain=0.000272653 0.000205442 0.000238278 0.000209031 0.000255035 0.000211312 0.000230545 0.000187449 0.000214027 0.000187403 0.000192499 0.000204252 0.000230038 0.000146677 3.77016e-05
threshold=0.054835000000000009 1.0000000180025095e-35 -0.51843499999999987 -0.23438999999999996 0.079970000000000013 -0.27825499999999997 -0.11713499999999999 0.092755000000000018 0.10299500000000002 0.088850000000000012 0.084055000000000005 -0.10474999999999998 -0.078934999999999991 0.078875000000000015 -0.048699999999999993
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 13 9 -9 10 11 -8 -13 -7 -14
right_child=-2 -3 3 4 -6 6 7 8 -10 -11 -12 12 14 -15 -16
leaf_value=-0.0008078842948041978 -0.00085959813394589522 0.00060483163710771122 0.00053937407376673384 -0.00078461268922511021 0.00062051997911333483 -0.00015566134151198793 0.0008431937428809383 -0.00081335678148044459 0.00018584930640695602 0.00067136180937339869 -0.00060379036246737924 -0.0006703539704939717 0.00053727563171312683 -0.00098266159645854826 9.307192833026687e-05
leaf_weight=0.0010153632076268472 0.0010127287485124916 0.0016033018733019695 0.0019672614096662945 0.0012016364764256245 0.0014647575586222645 0.0014248635881772545 0.0010547497258670542 0.0012483551847532678 0.0011566056143976766 0.0018165551749541806 0.0010226406142105427 0.0010008713997564467 0.0010058535331113061 0.0010383215556786368 0.0011434386835920806
leaf_count=51 110 257 131 150 244 128 36 465 45 237 538 382 80 136 131
internal_value=0 3.13841e-05 -2.09703e-05 2.73198e-05 -4.17774e-05 -0.000115753 -4.82823e-05 7.05852e-05 -0.000332814 0.000208311 4.74031e-05 0.000205774 -7.64896e-06 -0.000504272 0.000300956
internal_weight=0 0.0191646 0.0175613 0.0165459 0.0145786 0.0131139 0.0119123 0.00944907 0.00240496 0.00704411 0.00522755 0.00420491 0.00315016 0.00246319 0.00214929
internal_count=3121 3011 2754 2703 2572 2328 2178 1914 510 1404 1167 629 593 264 211
is_linear=0
shrinkage=0.00167351


Tree=2466
num_leaves=11
num_cat=0
split_feature=11 43 48 12 16 52 2 4 3 0
split_gain=5.45872e-05 7.16895e-05 0.00015616 0.000104801 0.000100282 7.19328e-05 7.50566e-05 0.000157833 0.000104141 9.03046e-05
threshold=0.081790000000000015 -0.052894999999999991 0.087310000000000013 0.051320000000000005 -0.078844999999999985 -0.088204999999999992 0.10613000000000002 0.058735000000000009 0.090900000000000009 -0.10224499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -3 8 -8 9 -7
right_child=-2 5 -4 4 -6 6 7 -9 -10 -11
leaf_value=0.0022357880346996956 -0.0021518373411920648 -0.0026245989752343144 0.0046810885109620374 0.0011086704252508829 -0.0030017923804777523 -0.0025282157461283725 0.0011473960887484506 -0.0035585471543631416 0.0030412953537524642 0.0013347400838738745
leaf_weight=0.0016431568861465891 0.0011658528160176382 0.001318042456413821 0.0010312696994889681 0.0011640560127732357 0.0013464313415629363 0.0011325154868128285 0.0014733209707673764 0.0015262613083226184 0.001498048010476094 0.0014535216007904991
leaf_count=200 175 217 229 290 668 130 125 174 107 806
internal_value=0 0.000160656 0.001109 0.000222118 -0.00109586 -0.000424591 -1.52398e-05 -0.0012471 0.00088951 -0.000356982
internal_weight=0 0.0135866 0.00518491 0.00415364 0.00251049 0.00840171 0.00708367 0.00299958 0.00408409 0.00258604
internal_count=3121 2946 1387 1158 958 1559 1342 299 1043 936
is_linear=0
shrinkage=0.0102561


Tree=2467
num_leaves=17
num_cat=0
split_feature=124 123 4 147 159 151 13 403 43 47 4 16 3 150 15 4
split_gain=0.000191951 0.000228692 0.000245202 0.000173862 0.000180197 0.000228531 0.000284173 0.00016537 0.000216566 0.000157644 0.000161429 0.000194671 0.000105023 0.000178176 0.000110417 7.51199e-05
threshold=0.0049200000000000008 1.0000000180025095e-35 -0.49405499999999997 0.089025000000000007 -1.0000000180025095e-35 -0.090369999999999992 0.19762500000000002 -1.0000000180025095e-35 -0.084004999999999982 0.099265000000000006 -0.059649999999999988 -0.086699999999999985 0.11924500000000002 0.087380000000000013 -0.094549999999999981 -0.026489999999999996
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 15 10 11 -10 13 14 -12 -9
right_child=-2 -3 3 -5 5 6 -8 8 9 -11 12 -13 -14 -15 -16 -17
leaf_value=-0.00089794169368734409 0.00074268651558313586 0.00060747910218064845 -0.0007936368229262699 0.0006343766940911103 -0.00082829044961127125 -0.00055331245002441642 -0.0008730381640405546 0.0010325492498824682 6.9370807722166043e-05 0.00057395270426395496 0.00087468636103679059 -0.0010278266881512091 -0.00033401726693454005 -0.00031327928938466908 0.00012800804314007963 0.00035130758935118458
leaf_weight=0.00116496061781816 0.0010087707052856268 0.0015196980131384234 0.0011057420090226653 0.0010791214721134678 0.0010910072121278628 0.0011109198507680022 0.0010345819296214706 0.0010041783289131273 0.0010021218402636034 0.0014545290344774447 0.0013302634176061688 0.0010386199572114214 0.0012798697103577616 0.0011779095356849248 0.0011775839609843805 0.0010384674161458161
leaf_count=139 72 227 462 102 152 609 96 84 132 95 137 208 80 65 281 180
internal_value=0 -5.2723e-05 -0.000111431 -5.38949e-05 -0.000103924 -4.84193e-05 1.88463e-05 9.82927e-05 0.000167211 4.19126e-05 -6.85395e-05 -0.000489039 0.000104275 0.000256471 0.000524076 0.000686211
internal_weight=0 0.0186096 0.0170899 0.0159249 0.0148458 0.0137401 0.012649 0.0116145 0.0105035 0.0084609 0.00700637 0.00204074 0.00496563 0.00368576 0.00250785 0.00204265
internal_count=3121 3049 2822 2683 2581 2119 1967 1871 1262 998 903 340 563 483 418 264
is_linear=0
shrinkage=0.00177594


Tree=2468
num_leaves=12
num_cat=0
split_feature=1 0 49 16 159 50 12 43 3 52 16
split_gain=5.6714e-05 9.67447e-05 0.000103218 0.000100232 7.48226e-05 8.17476e-05 9.05154e-05 8.06972e-05 7.94775e-05 0.000119576 6.50181e-05
threshold=0.104035 -0.033209999999999996 -0.043469999999999995 -0.071854999999999988 0.082585000000000006 0.07826000000000001 0.096295000000000019 -0.15582499999999996 -0.0080949999999999998 -0.0064899999999999992 -0.4714549999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 10 5 6 7 -1 -9 -10 -4
right_child=1 -3 3 -5 -6 -7 -8 8 9 -11 -12
leaf_value=0.002910802316707122 0.0023513446119783773 0.0029120568068907839 -0.0008389045211128636 -0.0021725452813900008 -0.0026902340700933687 -0.0022710146032712971 -0.0019869793336091631 -0.001103961789150404 -0.00062595867754366877 0.0034467409270764718 0.0022626776715277564
leaf_weight=0.001026846143453275 0.0011850887310916325 0.0011517400327462459 0.0010523345276348076 0.0017169747409048752 0.0010294125253303517 0.0012002658543988918 0.0011650358598862699 0.0019751187223921605 0.0011613400129061313 0.0010534289532380106 0.001019683392020904
leaf_count=66 133 169 109 177 323 483 304 1083 97 74 103
internal_value=0 0.000625987 9.66517e-05 -0.000608552 -0.000475837 -0.000175189 0.000218989 0.00071164 0.000172675 0.00131117 0.000687449
internal_weight=0 0.00612582 0.00497408 0.00378899 0.00861145 0.00758204 0.00638177 0.00521673 0.00418989 0.00221477 0.00207202
internal_count=3121 691 522 389 2430 2107 1624 1320 1254 171 212
is_linear=0
shrinkage=0.00875344


Tree=2469
num_leaves=16
num_cat=0
split_feature=1213 14 124 4 157 160 39 151 13 12 2 0 4 3 160
split_gain=0.000425866 0.00028031 0.000225051 0.000289187 0.000315289 0.000318037 0.00032933 0.000331653 0.000199452 0.000203367 0.000186325 0.000146403 0.000204197 0.000212147 8.40418e-05
threshold=-1.0000000180025095e-35 0.054835000000000009 0.08919500000000001 -0.49405499999999997 -0.073574999999999988 -1.0000000180025095e-35 0.094675000000000009 -0.090369999999999992 -0.020934999999999999 0.092355000000000007 0.088850000000000012 -0.077809999999999976 0.0061450000000000003 0.090900000000000009 -0.087874999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 14 7 -7 9 10 -9 12 -10 -14 -6
right_child=1 -3 -4 4 5 6 -8 8 11 -11 -12 -13 13 -15 -16
leaf_value=-0.0009348494545743239 -0.00056679319404488303 -0.00072698338125357532 0.00075930012625975804 0.00073751633800044362 -0.00021687190107705994 -0.00058096873542377034 -0.00067888197819906862 0.00031261712745325276 -0.0005732124403366244 0.00014729299594672121 0.0011202811962114083 0.00043519194065646909 -0.00024955832769407948 0.00054748126708487792 -0.00079214075831450308
leaf_weight=0.0010469369965079847 0.0015866061957042444 0.0010071738365851615 0.001012089507072377 0.0015408112376384319 0.0012137032517023586 0.001106379581145068 0.0010404374868777941 0.0010844676958087409 0.0012093263849265734 0.001951874251196372 0.0015076656059235249 0.0019422780935390311 0.0014642428371031274 0.0014857056831960591 0.0010424906439073988
leaf_count=491 151 96 60 343 345 89 99 192 272 243 193 201 71 46 229
internal_value=0 3.71784e-05 7.7289e-05 3.93127e-05 9.72806e-05 3.17273e-05 0.000122453 0.000193398 0.000273877 0.000509579 0.00078238 9.8343e-05 -5.89571e-05 0.000151861 -0.000482679
internal_weight=0 0.0201953 0.0191881 0.018176 0.0165894 0.0150486 0.0127924 0.0117519 0.0106456 0.00454401 0.00259213 0.00610155 0.00415927 0.00294995 0.00225619
internal_count=3121 2630 2534 2474 2323 1980 1406 1307 1218 628 385 590 389 117 574
is_linear=0
shrinkage=0.00148603


Tree=2470
num_leaves=11
num_cat=0
split_feature=42 40 42 475 43 48 0 4 2 12
split_gain=5.43621e-05 0.000106028 0.00011361 0.000123904 0.000108215 9.49255e-05 0.000137121 0.000113274 7.69765e-05 7.1828e-05
threshold=-1.0000000180025095e-35 -0.0067649999999999993 0.091735000000000025 -1.0000000180025095e-35 -0.084004999999999982 0.086035000000000014 -0.20211999999999997 -0.0082299999999999995 0.10855000000000002 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=9 -2 3 -3 -5 7 -7 -6 -9 -1
right_child=1 2 -4 4 5 6 -8 8 -10 -11
leaf_value=0.00021484866647263819 0.0030069650616682 -0.0028034534512193956 -0.0024298039168142997 0.0036656323108348937 -0.00085928347537316549 -0.0032706719213710499 0.0014227774102050482 0.0039540943019536565 0.00039971011555749923 -0.0034063080602621332
leaf_weight=0.0012444434810150442 0.0013117306994972064 0.0011296094077187244 0.001806624798535667 0.0011997076679391844 0.0016370354045408026 0.0014809596061446939 0.0011736500782670994 0.0016367831207835834 0.0010533485877732285 0.0010729727379367518
leaf_count=127 265 376 548 186 392 58 134 223 77 735
internal_value=0 0.000249241 -7.6131e-05 0.00038055 0.000820163 0.000331214 -0.00119561 0.00126789 0.00256234 -0.00146176
internal_weight=0 0.0124294 0.0111177 0.00931109 0.00818148 0.00698178 0.00265461 0.00432717 0.00269013 0.00231742
internal_count=3121 2259 1994 1446 1070 884 192 692 300 862
is_linear=0
shrinkage=0.0102561


Tree=2471
num_leaves=12
num_cat=0
split_feature=1 52 3 0 4 52 3 42 3 3 15
split_gain=5.61849e-05 0.000193559 0.000132017 0.000120018 0.000151798 0.00010168 0.00016929 8.5657e-05 8.12023e-05 3.79488e-05 3.11687e-05
threshold=0.10781 0.11434500000000002 0.090900000000000009 -0.084269999999999984 0.053180000000000012 0.024145000000000003 0.11296500000000002 0.086325000000000013 -0.08824499999999999 -0.073884999999999992 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 9 8 -5 -2 -4
right_child=5 -3 10 7 -6 -7 -8 -9 -10 -11 -12
leaf_value=-0.0048330086570951775 0.0030881994881930808 -0.0047547874237964275 0.0037008772209352176 -8.2124778832258887e-05 0.00068309613139638423 0.0039607091550125043 -0.0029555581624778646 -0.0018851474973102882 0.0040946739715565115 0.00043045497242466502 0.001097439397843316
leaf_weight=0.0015292847951454349 0.0013445418371927 0.0011694234763957962 0.0010937088096110159 0.001281728881904539 0.0010282407487844421 0.0010698876120723289 0.0014345326160029592 0.0011813237471192538 0.0010383760904219259 0.0013045200603796535 0.0011762648694852995
leaf_count=784 126 390 65 364 180 139 137 418 271 182 65
internal_value=0 -0.000525447 6.8374e-05 -0.000787113 -0.00261529 0.000914221 0.000116051 0.000548228 0.00178723 0.0017794 0.00235182
internal_weight=0 0.00949835 0.00832893 0.00605895 0.00255753 0.00515348 0.00408359 0.00350143 0.0023201 0.00264906 0.00226997
internal_count=3121 2537 2147 2017 964 584 445 1053 635 308 130
is_linear=0
shrinkage=0.0111015


Tree=2472
num_leaves=10
num_cat=0
split_feature=484 160 133 42 151 133 12 42 160
split_gain=6.14696e-05 0.000101973 0.000162932 0.00011377 0.000135163 0.000162165 0.00018305 0.000239929 0.000136705
threshold=0.084040000000000017 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.095859999999999987 -0.0083949999999999979 0.099660000000000012 0.092355000000000007 0.083995000000000014 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 7 8 -6
right_child=-2 2 3 4 5 -7 -8 -9 -10
leaf_value=-0.0029878548909093782 0.0020882474590792595 -0.0040653294086273172 -0.0032064973590047079 -0.0018229485829577008 0.0042055023025743613 -0.0022797003894406333 -0.00085840866730531708 0.0087581085527925068 -0.00096356229750330156
leaf_weight=0.0017677457831583284 0.0017572828203917647 0.0011965380819998388 0.001001615681095437 0.0018471136095930818 0.0019534119101897382 0.0011550282861502847 0.001568516581195837 0.0011061528541528864 0.0011881693906542236
leaf_count=632 368 709 103 290 205 328 224 156 106
internal_value=0 -0.000308699 0.000121206 0.000631322 0.00106723 0.00183302 0.00264975 0.00394516 0.00225052
internal_weight=0 0.0127843 0.0110165 0.00982001 0.00881839 0.00697128 0.00581625 0.00424773 0.00314158
internal_count=3121 2753 2121 1412 1309 1019 691 467 311
is_linear=0
shrinkage=0.0120166


Tree=2473
num_leaves=15
num_cat=0
split_feature=14 157 48 48 14 52 4 13 43 49 3 1 13 13
split_gain=0.000210963 0.000172524 0.000147393 0.000222163 0.000131313 0.000144399 0.000379652 0.00022509 0.000230471 0.000275701 0.000249181 0.000212018 0.00019715 0.000143681
threshold=0.018475000000000002 -0.073574999999999988 0.12879500000000002 0.10396500000000002 -0.10708499999999999 0.10744000000000002 -0.49405499999999997 -0.094514999999999988 -0.074359999999999996 -0.0090649999999999984 -1.0000000180025095e-35 0.086720000000000005 -0.0034749999999999994 -0.0069799999999999992
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 11 12 -10 -11 -8 -9 -7
right_child=-2 2 -4 -5 5 13 7 8 9 10 -12 -13 -14 -15
leaf_value=0.00047708898080774527 -0.00073242689166500658 -0.00054340297866113945 -0.00057775979938284828 0.0006778110650586032 -0.0010123284356962831 -4.1838057624965002e-05 5.3494464356416694e-05 0.00054481734143357787 8.414751074814013e-05 -0.0013582002383883622 -0.00023182332898767541 0.0010112746598225177 -0.00020943141472334699 0.00076991086522336426
leaf_weight=0.0019434721837611703 0.0010067405360378303 0.0012409739480703239 0.0011783139603901973 0.0011977448751834792 0.0010096667410586227 0.001101215790098295 0.0014727860216553479 0.0018135833321016315 0.001669541351009374 0.0010217585680519356 0.001010957455711674 0.0010067757852038894 0.0017734676895933264 0.0011568475580790724
leaf_count=398 119 93 78 110 101 310 87 407 106 837 46 102 220 107
internal_value=0 2.35704e-05 -2.9355e-05 1.24013e-05 -4.34199e-05 4.17428e-06 -7.33104e-05 2.37424e-05 -0.000118664 -0.000400196 -0.000798004 0.000442382 0.000171911 0.000374036
internal_weight=0 0.0185971 0.0166536 0.0154753 0.0142776 0.0130366 0.0107785 0.00976887 0.00728931 0.00370226 0.00203272 0.00247956 0.00358705 0.00225806
internal_count=3121 3002 2604 2526 2416 2323 1906 1805 1616 989 883 189 627 417
is_linear=0
shrinkage=0.00160853


Tree=2474
num_leaves=11
num_cat=0
split_feature=1 0 159 4 42 1 12 15 52 133
split_gain=6.17705e-05 0.000106751 8.61829e-05 8.54463e-05 0.000102278 9.3688e-05 8.09509e-05 0.000101356 7.94851e-05 7.40128e-05
threshold=0.077565000000000009 -0.059114999999999994 0.076905000000000015 -0.084369999999999987 0.097315000000000026 0.10612500000000001 0.051320000000000005 -0.037864999999999989 -0.0064899999999999992 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 8 7 -7 -5 -3
right_child=2 9 -4 4 -6 6 -8 -9 -10 -11
leaf_value=-0.0034476623277897547 -0.0028542392560963613 0.0017676622672684794 0.0031386589528875262 -0.00067485753518887668 0.0036910601384857965 -0.0020549116967815122 -0.0037509540421574315 0.002541777506727844 0.0028203353487570434 -0.0019656747039369358
leaf_weight=0.0015633791219197887 0.0010859138470560728 0.0015593598349887819 0.0012856269111620336 0.0014013168113818312 0.0010511978792878476 0.0014204727345484194 0.0011177903841771974 0.0010126126920950839 0.001874530440922546 0.0011277536034596143
leaf_count=1460 222 97 299 159 178 159 117 43 308 79
internal_value=0 -0.00114113 0.000450653 6.51286e-05 0.000467542 -2.88242e-05 -0.00127796 -0.00014184 0.00132519 0.00020082
internal_weight=0 0.00425049 0.0102495 0.00896383 0.00787792 0.00682672 0.00355088 0.00243309 0.00327585 0.00268711
internal_count=3121 1636 1485 1186 964 786 319 202 467 176
is_linear=0
shrinkage=0.0111015


Tree=2475
num_leaves=10
num_cat=0
split_feature=4 0 1 157 16 51 0 2 16
split_gain=5.34226e-05 0.000110075 9.15179e-05 9.93768e-05 0.000176855 0.000170387 0.000119251 0.000202705 5.28413e-05
threshold=-0.49405499999999997 1.0000000180025095e-35 1.0000000180025095e-35 -0.077234999999999984 -0.056919999999999991 -0.10386999999999998 -0.20211999999999997 0.11144000000000001 -0.25582999999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 6 -6 -5 8 -8
right_child=1 -3 3 4 5 -7 7 -9 -10
leaf_value=-0.0018710702194831459 -0.0020363655276439663 0.0024169366552356146 0.0028749359677567531 -0.0011021673112315545 0.00039665946242465938 -0.0042004102980382511 -0.0012782157029377196 0.0052765260258334553 0.0015063322838690279
leaf_weight=0.0012662869900440113 0.0019511696400687983 0.0016993053943726672 0.0011143607021965605 0.00183895258136313 0.0013727717525174876 0.0015311651852870914 0.0010172298817866252 0.0010907400861603148 0.0015351395729857322
leaf_count=156 1531 186 136 102 88 332 100 178 312
internal_value=0 0.000166621 -0.000167305 0.000216559 -0.000136695 -0.00202725 0.000864761 0.00185762 0.000396569
internal_weight=0 0.0131508 0.0114515 0.00950036 0.008386 0.00290394 0.00548206 0.00364311 0.00255237
internal_count=3121 2965 2779 1248 1112 420 692 590 412
is_linear=0
shrinkage=0.00947501


Tree=2476
num_leaves=15
num_cat=0
split_feature=14 474 14 15 15 0 0 2 0 2 1 1 15 47
split_gain=0.000288781 0.000210296 0.000131596 0.000274747 0.000153686 0.000182655 0.000147547 0.000130797 0.000227078 0.000279807 0.000162044 0.000127668 0.00011877 8.62434e-05
threshold=0.054835000000000009 0.059400000000000008 -0.10708499999999999 -0.15026499999999995 -0.095869999999999983 -0.10607499999999999 -0.084269999999999984 0.090675000000000019 0.056435000000000006 0.10672500000000001 0.088485000000000022 0.093205000000000024 -0.10653 0.11939500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 12 11 -7 10 -9 -10 -8 -6 -5 -12
right_child=-2 -3 3 4 5 6 7 8 9 -11 13 -13 -14 -15
leaf_value=-0.00051896153390010064 -0.00086883858939916297 0.00057331448811281742 0.00082844705796530655 -6.9948845248752773e-05 7.9911038708449868e-06 -0.00064199819217303027 0.00065949468139289008 -0.00069643654239415643 -0.000390497059539268 0.00070335063719673011 -0.00034508443489811205 0.00065272528085676856 -0.00080014299343315084 0.00030327925215337549
leaf_weight=0.0013371765199016719 0.0010125063188926578 0.0017440304214009694 0.0010487098707622185 0.0012498144926889124 0.0015102897207730772 0.0011341142057416818 0.001387897353214422 0.0015810868106468897 0.0014184416697697738 0.0011318081456611062 0.0012318026564268059 0.001826742872024445 0.001152658679759039 0.0010010839398013616
leaf_count=94 110 390 210 145 78 565 344 487 67 64 316 123 99 29
internal_value=0 3.07229e-05 -2.49035e-05 1.72442e-05 -4.09215e-05 3.36414e-05 -8.92642e-05 -8.40066e-06 -0.000207915 9.49557e-05 0.000219246 0.000360928 -0.000420281 -5.43995e-05
internal_weight=0 0.0187557 0.0170116 0.0156745 0.0146257 0.0122233 0.00888623 0.00775212 0.00413134 0.00255025 0.00362078 0.00333703 0.00240247 0.00223289
internal_count=3121 3011 2621 2527 2317 2073 1872 1307 618 131 689 201 244 345
is_linear=0
shrinkage=0.0016407


Tree=2477
num_leaves=16
num_cat=0
split_feature=124 12 484 1374 457 15 51 3 3 4 42 2 1 49 1
split_gain=0.000151709 0.000243843 0.000164097 0.000172227 0.000221237 0.000179552 0.000294217 0.000175729 0.000270657 0.00015367 0.00031314 0.000168072 0.000319986 0.000146436 0.000118131
threshold=1.0000000180025095e-35 0.11650500000000001 -0.0068949999999999992 -0.094929999999999987 0.088045000000000012 -0.094549999999999981 0.082455000000000014 0.10732000000000001 0.048265000000000009 0.076415000000000025 0.086665000000000006 0.096540000000000015 1.0000000180025095e-35 0.0034800000000000005 0.10781
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 13 8 9 10 11 12 -7 14 -5
right_child=-2 -3 3 4 -6 7 -8 -9 -10 -11 -12 -13 -14 -15 -16
leaf_value=-0.00055111451073548972 0.00058428366463818423 -0.00075630723689572592 -0.0005815548036852494 -7.0787544754577221e-05 0.00079951268897578294 -0.00083959388589730194 0.001052297383915723 0.00035251653611288459 -0.0009482153586387169 0.00049609210803607884 -0.0007529481767482595 0.00054895796123523364 0.00027930518018825677 -0.00037900697448469149 0.00067570804014390254
leaf_weight=0.0012256052022150367 0.0010146758927251252 0.0011162399767658876 0.0010111142047191093 0.001001343389529505 0.001020785135986157 0.0010377903092429336 0.0010063552791847175 0.0018510030671006206 0.0010129304285295682 0.0010019935334844576 0.0016416610326732139 0.0012348693404590737 0.0016402766953653794 0.0011397326087792294 0.0011133416035300769
leaf_count=474 78 142 54 78 94 487 59 89 76 85 621 209 233 179 163
internal_value=0 -4.23922e-05 4.65371e-06 4.80028e-05 9.12997e-05 3.84587e-05 0.000307087 -8.30384e-05 -0.000189546 -7.23391e-05 -0.000174878 6.76491e-05 -0.000154285 7.6648e-05 0.000322228
internal_weight=0 0.018055 0.0169388 0.0157132 0.0147021 0.0136813 0.00426077 0.00942052 0.00756952 0.00655659 0.0055546 0.00391294 0.00267807 0.00325442 0.00211468
internal_count=3121 3043 2901 2427 2373 2279 479 1800 1711 1635 1550 929 720 420 241
is_linear=0
shrinkage=0.00157699


Tree=2478
num_leaves=15
num_cat=0
split_feature=147 484 48 48 403 403 132 42 160 43 16 48 1 3
split_gain=0.000144254 0.000191119 0.000153608 0.000200977 0.000131454 0.000121442 0.000150564 0.00014637 0.000185695 0.000160398 0.000252369 0.000211244 0.000207733 0.000196717
threshold=0.089025000000000007 -0.0068949999999999992 0.12737000000000001 0.10396500000000002 0.090990000000000015 -1.0000000180025095e-35 0.081465000000000024 -0.11466499999999999 -0.080409999999999995 -0.074359999999999996 0.26676500000000009 0.085845000000000019 0.086560000000000012 -0.077774999999999983
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 -9 13 11 12 -11 -10
right_child=-2 2 -4 -5 -6 6 -8 8 9 10 -12 -13 -14 -15
leaf_value=-0.00076315935714277869 0.00063254626690439875 -0.00051312388463848767 -0.000656054269155561 0.00076832515245218384 -0.00062639851576342146 -0.00060231961715573703 0.00072666463088556657 -0.00046671644277833282 0.00017797774691489675 0.00098507296620651587 -0.00077596769701870319 -0.00039569266995409606 6.017579443774756e-05 0.0011232910683192153
leaf_weight=0.0010976489288636515 0.0010482748747074047 0.0011558680535984625 0.0010471616805871184 0.0011286411985751013 0.0010141581079644605 0.0010518058817716768 0.0010663162501956614 0.0015703170634440303 0.0018598576316172649 0.0013281863990917782 0.0010256841557690424 0.0013173496964610232 0.0018091827806852659 0.0011078846038005486
leaf_count=492 124 681 71 91 223 80 133 347 193 149 143 73 180 141
internal_value=0 -4.56135e-05 2.17155e-06 4.6827e-05 -1.00916e-05 3.69301e-05 8.93163e-05 2.79253e-05 9.40926e-05 0.000198334 1.82589e-05 0.000201127 0.000451725 0.000530872
internal_weight=0 0.0175801 0.0164824 0.0154353 0.0143066 0.0132925 0.0121366 0.0110703 0.0100185 0.00844815 0.0054804 0.00445472 0.00313737 0.00296774
internal_count=3121 2997 2505 2434 2343 2120 1439 1306 1226 879 545 402 329 334
is_linear=0
shrinkage=0.00177594


Tree=2479
num_leaves=17
num_cat=0
split_feature=14 11 4 3 0 16 0 15 12 0 133 160 47 16 4 13
split_gain=0.000555972 0.000232774 0.000253147 0.000326367 0.000231201 0.000314233 0.00029468 0.000196616 0.000190538 0.000180193 0.000186827 0.000526511 0.000233188 0.000454658 0.000158171 0.000143407
threshold=0.076175000000000007 0.088215000000000002 0.27287000000000006 0.11296500000000002 -0.10607499999999999 -0.27167499999999994 0.18019500000000002 -0.095869999999999983 0.10388500000000002 -0.084269999999999984 -0.032969999999999992 -1.0000000180025095e-35 0.098400000000000015 0.22339500000000004 0.0052350000000000009 -0.076384999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 8 -7 9 -6 -11 -12 13 15 -9 -13
right_child=-2 -3 3 -5 6 7 -8 14 -10 10 11 12 -14 -15 -16 -17
leaf_value=-0.00045081354915837534 -0.0012115074288332089 -0.00069444775866745172 0.0012716936666506769 4.406804818332678e-05 -0.00064933374888969438 -1.9518121819482329e-05 0.00065771247093795407 0.0003200472012386855 -0.00087843031831850722 0.00063827092892640392 -0.0011147947686711169 0.00071282319901389273 0.00079310662517071025 -0.0010302169307899226 0.0010770067524117407 -7.2271573398506112e-05
leaf_weight=0.0013270894695488478 0.0010784538969054727 0.001171659878078656 0.0011365501503118386 0.0014185944322586685 0.0016575150899265636 0.0015112384235697607 0.0012350574730120032 0.001498815984351416 0.001153852630158784 0.0010556644137315165 0.0012785642978855845 0.0012316008688171252 0.0011352710097105173 0.0010728102820405511 0.0017359183756155971 0.0015079922653220374
leaf_count=88 101 101 200 114 777 83 23 104 252 220 299 137 59 162 40 361
internal_value=0 4.49982e-05 8.84115e-05 0.000590126 1.47419e-05 0.000283468 -0.000129321 0.000488791 -0.000225626 -0.000141365 -2.57411e-05 -0.000138325 0.000114012 -8.82117e-05 0.000726269 0.000280673
internal_weight=0 0.0211282 0.0199565 0.00255514 0.0174014 0.00607306 0.0113283 0.00474597 0.0100933 0.00893942 0.0072819 0.00622624 0.00494767 0.0038124 0.00323473 0.00273959
internal_count=3121 3020 2919 314 2605 315 2290 227 2267 2015 1238 1018 719 660 144 498
is_linear=0
shrinkage=0.00170698


Tree=2480
num_leaves=16
num_cat=0
split_feature=147 484 13 3 3 376 133 150 0 3 52 42 4 52 0
split_gain=0.00016623 0.000223295 0.000169364 0.00028809 0.000166931 0.000250434 0.000210194 0.00020871 0.000267635 0.00028098 0.000194332 0.000194536 7.13344e-05 6.79456e-05 6.24215e-05
threshold=0.089025000000000007 -0.0068949999999999992 -0.52014499999999986 0.13524500000000003 0.097915000000000016 0.048375000000000008 0.093615000000000018 0.08926000000000002 -0.14226499999999997 -0.074084999999999998 -0.057699999999999994 0.08623500000000002 -0.081224999999999978 -0.077024999999999996 -0.074229999999999977
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 -4 10 -10 12 -12 -6 -5
right_child=-2 2 3 14 13 -7 -8 -9 9 -11 11 -13 -14 -15 -16
leaf_value=-0.00077658195171440036 0.00063913422368542996 -0.00069034552809237818 0.00079230441656597754 0.00035221158029926882 -0.00016550247178184058 0.00085532741679359575 -0.00075983734094175158 -0.00059724117001545883 0.00066540811377118901 -0.00061826856864730052 -7.6780232067801262e-05 0.00036829648208610633 -0.0007317429841557433 -0.00076425262929799836 0.00096367496928885575
leaf_weight=0.0011854870303711794 0.0011417272556414814 0.0010052347206501713 0.0015665584586419326 0.0010012554501419579 0.0011291610051475942 0.0010472575820663294 0.0010944338300579318 0.0013440017940025148 0.0017683134550935077 0.0017122044331784421 0.0010001247997896015 0.0019116124103778775 0.0010164385663048977 0.001169755163703102 0.0010234542152400819
leaf_count=492 124 38 118 75 37 141 415 153 312 337 282 273 235 40 49
internal_value=0 -4.49186e-05 3.83844e-06 4.54134e-05 -3.90713e-05 4.04609e-05 -3.43068e-05 4.26411e-05 0.00013846 2.06036e-07 0.000186102 -2.9663e-05 -0.000406911 -0.000470164 0.000661295
internal_weight=0 0.0189753 0.0177898 0.0167846 0.0147599 0.0124609 0.0114137 0.0103193 0.00897525 0.00740869 0.00569649 0.00392818 0.00201656 0.00229892 0.00202471
internal_count=3121 2997 2505 2467 2343 2266 2125 1710 1557 1439 1102 790 517 77 124
is_linear=0
shrinkage=0.00174112


Tree=2481
num_leaves=15
num_cat=0
split_feature=14 124 123 4 484 160 12 151 13 52 49 4 3 12
split_gain=0.000338741 0.000201333 0.00029337 0.000294541 0.000226499 0.000270419 0.000235672 0.000269864 0.000151283 0.000124632 0.00023434 0.000416 0.000125934 1.07332e-05
threshold=0.054835000000000009 0.0049200000000000008 1.0000000180025095e-35 -0.49405499999999997 0.084040000000000017 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.090369999999999992 -0.099939999999999987 0.077655000000000016 -0.081604999999999997 0.0061450000000000003 0.090900000000000009 0.09320500000000001
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 -9 10 -10 -12 13 -13
right_child=-2 -3 -4 4 -6 6 7 8 9 -11 11 12 -14 -15
leaf_value=-0.00087162806476265113 -0.00095853901437949142 0.0007607702390945222 0.00076666248897080979 -0.0007413431051623106 0.00053810005106951376 -0.00075727120341047348 -0.00072335286360911924 0.00057689748843223144 0.00052672675018606598 0.00048326952416102636 -0.00086348479041979719 -0.00021169457629077138 0.00063439021024594845 3.3153160716064534e-05
leaf_weight=0.0011827173805715246 0.001015409952708878 0.0010096144852479024 0.001273555014493606 0.0015383992615947356 0.0018870513332685948 0.001040082547924725 0.0010665950967319636 0.0019757703805917135 0.0015246953130772 0.0015576437527900083 0.0017974061625548525 0.0010045945001858378 0.0010130612162235764 0.0010010634132374269
leaf_count=139 110 71 220 536 310 110 82 127 57 568 555 82 36 118
internal_value=0 3.37116e-05 -7.38246e-06 -6.68064e-05 -5.02179e-06 -8.08318e-05 3.98065e-06 7.63485e-05 0.000162731 5.91285e-05 -4.50632e-05 -0.000226081 0.000153442 -8.94862e-05
internal_weight=0 0.0188722 0.0178626 0.0165891 0.0154064 0.0135193 0.0119809 0.0109408 0.00987423 0.00789846 0.00634082 0.00481613 0.00301872 0.00200566
internal_count=3121 3011 2940 2720 2581 2271 1735 1625 1543 1416 848 791 236 200
is_linear=0
shrinkage=0.00167351


Tree=2482
num_leaves=15
num_cat=0
split_feature=124 47 4 1374 457 47 484 160 42 16 48 52 16 15
split_gain=0.000237423 0.0002533 0.000224132 0.000206447 0.00039764 0.000179662 0.000200457 0.000163156 0.000224625 0.00029389 0.000320882 0.000283019 0.000165096 0.000174869
threshold=0.0049200000000000008 0.13148500000000005 -0.49405499999999997 -0.094929999999999987 0.088350000000000026 0.10980000000000002 0.084040000000000017 -1.0000000180025095e-35 -0.0060199999999999993 0.22339500000000004 0.092150000000000024 0.077655000000000016 -0.088159999999999988 0.090455000000000021
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 -5 -9 10 11 12 13 -10
right_child=-2 -3 3 4 -6 -7 -8 8 9 -11 -12 -13 -14 -15
leaf_value=-0.00062892123502345963 0.00076757067029818997 -0.00086710049615982903 -0.00066353251256500172 -0.00058961358389727375 0.0010312419797412181 0.00069037498277912826 0.00045281924925623938 -0.00070032090938177728 3.3573199368311874e-06 -0.00073615293058708635 -0.00043011488930708283 0.0010604693135165904 -0.0002990108923744359 0.00090537901813320142
leaf_weight=0.0015181076624121012 0.0010213660751281451 0.0010315983148437837 0.001079424121487981 0.0017831425196667737 0.00116975554632131 0.0010235945393497941 0.0019748784536031171 0.00123504244977989 0.0012676740139375186 0.0010996022696839504 0.0017171439042342751 0.00135888865503353 0.0013507296093748398 0.0011461089092961174
leaf_count=153 72 57 54 543 109 108 291 630 187 160 110 279 324 44
internal_value=0 -6.09689e-05 -1.40495e-05 4.3549e-05 9.4006e-05 1.54539e-05 -3.79625e-05 -0.00012641 -3.63889e-05 6.68818e-05 0.000195968 0.000405804 0.000169487 0.000431654
internal_weight=0 0.0187557 0.0177241 0.016206 0.0151266 0.0139568 0.0129332 0.0109583 0.00917519 0.00794015 0.00684055 0.0051234 0.00376451 0.00241378
internal_count=3121 3049 2992 2839 2785 2676 2568 2277 1734 1104 944 834 555 231
is_linear=0
shrinkage=0.00167351


Tree=2483
num_leaves=18
num_cat=0
split_feature=14 124 123 4 484 42 160 151 3 50 2 3 2 15 43 484 42
split_gain=0.000379313 0.000254633 0.000345938 0.000266303 0.000290523 0.000279772 0.000318931 0.000399788 0.000215663 0.000181404 0.000265402 0.000227184 0.000188856 0.000270913 0.000115254 0.000107375 7.16395e-05
threshold=0.076175000000000007 0.10195500000000002 1.0000000180025095e-35 -0.49405499999999997 0.085130000000000011 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.090369999999999992 -0.10831999999999999 0.09586500000000002 0.13093500000000002 0.10732000000000001 0.09167500000000002 -0.055554999999999993 -0.041739999999999992 0.095285000000000022 0.083795000000000022
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 16 10 11 12 13 -10 -15 -6 -9
right_child=-2 -3 -4 4 15 6 7 8 9 -11 -12 -13 -14 14 -16 -17 -18
leaf_value=-0.00080863844129300548 -0.0010132048619601588 0.00084802711025836993 0.00075118458304589261 -0.00069183086451436238 0.00096560282400146263 -0.00069664643965745702 -0.00082688863480002907 0.00095630331703374706 -0.00036452716550367334 0.00073472555700739093 -0.00080806573625048902 0.00063920163490197599 -0.00067704319308025675 0.00092561085107705822 0.00012345684158038582 0.00019476733866916421 0.00035080022804283837
leaf_weight=0.0012876065118297966 0.0010258951326037593 0.0010115440738281125 0.0015387614435604094 0.0019427343271103256 0.0010019157662299874 0.0016798151560171249 0.0012196256756880639 0.001092476778863251 0.0018372092590001848 0.0010022014957400197 0.001040659455963322 0.0016498234279406221 0.0011353446680161042 0.0010042374858140251 0.0010023550275230059 0.0010226956907778278 0.0010964835619047264
leaf_count=140 101 42 234 743 116 463 74 62 127 143 69 85 181 77 235 181 48
internal_value=0 2.83154e-05 -1.2026e-05 -7.37871e-05 -2.04127e-05 -9.73388e-05 -1.34056e-05 8.1601e-05 0.000183621 6.51399e-05 -2.23558e-05 0.00010099 -7.73445e-05 9.97887e-05 0.00052491 0.000576229 0.000652998
internal_weight=0 0.0215655 0.0205539 0.0190152 0.0177276 0.015703 0.0137602 0.0120804 0.0108608 0.00867183 0.00766963 0.00662897 0.00497915 0.0038438 0.00200659 0.00202461 0.00218896
internal_count=3121 3020 2978 2744 2604 2307 1564 1101 1027 917 774 705 620 439 312 297 110
is_linear=0
shrinkage=0.00167351


Tree=2484
num_leaves=10
num_cat=0
split_feature=49 15 484 1 42 42 133 0 3
split_gain=5.54215e-05 0.000127792 0.000100142 0.000128278 0.000168336 0.000191069 0.000101352 7.64342e-05 0.000178992
threshold=-0.043469999999999995 -0.040804999999999994 0.084040000000000017 0.12337000000000002 0.091545000000000015 0.08623500000000002 0.083950000000000011 -0.10151999999999999 0.095270000000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 8 -2
right_child=2 -3 -4 -5 -6 -7 -8 -9 -10
leaf_value=0.0029704806632059083 0.002065904925176124 -0.0007474291332410448 0.0019419301938691316 0.0015681984456096579 -0.0048885729248914342 0.0028687850705483805 0.00086814387773745318 -0.0038221208122048763 -0.003731375311290351
leaf_weight=0.0017990332171176002 0.0010032800616725538 0.0019454492247862878 0.0016179123982261985 0.0019157553321179112 0.001149452346248526 0.0012225508764524117 0.0013324324178499037 0.0018659526755920794 0.0011621767496392543
leaf_count=226 125 199 314 201 503 358 339 788 68
internal_value=0 0.00103884 -0.000373111 -0.000761185 -0.00133805 -0.000718414 -0.00153602 -0.00233063 -0.00104543
internal_weight=0 0.00374448 0.0112695 0.0096516 0.00773585 0.00658639 0.00536384 0.00403141 0.00216546
internal_count=3121 425 2696 2382 2181 1678 1320 981 193
is_linear=0
shrinkage=0.010055


Tree=2485
num_leaves=12
num_cat=0
split_feature=1 0 49 15 47 159 43 52 42 4 16
split_gain=5.55223e-05 8.48452e-05 8.84952e-05 8.87592e-05 0.000100352 6.26351e-05 7.93911e-05 9.82978e-05 0.000148783 0.00014761 0.000175894
threshold=0.104035 -0.033209999999999996 -0.043469999999999995 -0.24436499999999997 0.10980000000000002 0.082585000000000006 -0.15582499999999996 0.10160000000000001 0.086325000000000013 -1.0000000180025095e-35 -0.083539999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -4 -5 6 -1 8 9 10 -8
right_child=1 -3 3 4 -6 -7 7 -9 -10 -11 -12
leaf_value=0.0017116510838808862 0.0023223526676276062 0.0029288056884353326 0.0017865190963213414 -0.0028932007513897315 0.00068334523720966936 -0.0026211104975860581 0.0049341125145190871 -0.0031758129775458759 -0.0032559596668745834 -0.0015036417138112553 -9.751568997845789e-05
leaf_weight=0.001502081379105292 0.0012105714753303798 0.0011527412835921104 0.0010186879078756409 0.0016398509617405743 0.0011528699563967404 0.0010515367465758624 0.0010753521441768553 0.0011080740119921535 0.0010390758002928263 0.0016012079211023302 0.0013547941385496295
leaf_count=149 133 169 165 125 99 323 233 419 539 220 547
internal_value=0 0.000656034 0.000134343 -0.000560608 -0.00141676 -0.000494866 -0.000203765 -0.00066943 -0.000121693 0.000686159 0.00212901
internal_weight=0 0.00617472 0.00502198 0.00381141 0.00279272 0.00873212 0.00768059 0.0061785 0.00507043 0.00403135 0.00243015
internal_count=3121 691 522 389 224 2430 2107 1958 1539 1000 780
is_linear=0
shrinkage=0.00928922


Tree=2486
num_leaves=12
num_cat=0
split_feature=47 123 50 4 0 484 15 48 2 0 42
split_gain=6.16985e-05 0.000106644 0.000140541 0.000126835 0.000132078 8.71763e-05 8.69613e-05 0.000106138 0.000111943 0.000250392 0.000179492
threshold=0.13148500000000005 1.0000000180025095e-35 0.088425000000000017 0.24564500000000003 -0.15202999999999997 0.084040000000000017 -0.095869999999999983 0.091220000000000009 0.10981000000000002 -0.053834999999999994 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 -1 8 9 10 -8
right_child=-2 -3 -4 4 -6 -7 7 -9 -10 -11 -12
leaf_value=-0.003427277592893086 -0.0022983909495260918 0.0033104922711266072 -0.0034288465089287587 -1.7086531064248081e-05 0.0050673923885385932 0.0024422736230272071 -0.0026415772470619473 0.0021709880822304421 0.0016945451095659143 -0.0053960040867764431 0.0029061417790799014
leaf_weight=0.0010771874213413449 0.0011939836176093352 0.0010962023171827576 0.0012442047260543656 0.0011265475582373785 0.0011100200132071131 0.0011293431892993389 0.0012808191277195445 0.0015566015738425198 0.0013231295747473219 0.0013892569855604147 0.0012721309030812923
leaf_count=199 65 255 510 77 206 243 505 108 199 148 606
internal_value=0 0.000181797 -9.23752e-05 0.000276133 0.00250637 -0.00027635 -0.000665033 -0.000228873 -0.000938349 -0.00182203 0.000122842
internal_weight=0 0.0136054 0.0125092 0.011265 0.00223657 0.00902847 0.00789913 0.00682194 0.00526534 0.00394221 0.00255295
internal_count=3121 3056 2801 2291 283 2008 1765 1566 1458 1259 1111
is_linear=0
shrinkage=0.0104612


Tree=2487
num_leaves=11
num_cat=0
split_feature=3 39 4 0 0 15 16 1 15 2
split_gain=5.71312e-05 9.37276e-05 0.000133836 0.000145878 0.000132003 0.000114286 0.000148042 0.000143418 8.52699e-05 7.40161e-05
threshold=0.13524500000000003 0.091820000000000013 -0.27825499999999997 -0.060129999999999996 -0.082974999999999979 -0.11713499999999999 -0.29154999999999992 0.094465000000000007 -0.0063699999999999989 0.11389000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -7 8 -8 -2
right_child=9 -3 3 -5 -6 6 7 -9 -10 -11
leaf_value=-0.00385255980469468 0.0037467535105203129 0.00259931698694296 -0.0031203700145309345 0.0027324646264943876 -0.0044263760057647282 -0.003269380242645181 -0.0021439135476618177 0.0039910246786650982 0.0019312929503456963 -0.00041569841902502555
leaf_weight=0.0014518785150639301 0.0010968739990714895 0.0012712895699524699 0.0014001865753097125 0.0018110682463564455 0.0011229029305883818 0.0010678221052601551 0.0013931849984542932 0.0017098047576058484 0.0012481860804843176 0.0010941680453128155
leaf_count=213 59 183 230 230 914 132 469 101 457 133
internal_value=0 -0.000314458 -0.000645046 -0.000167567 -0.000828874 -0.00023648 0.000508674 0.00143585 -0.000218165 0.0016681
internal_weight=0 0.0124763 0.011205 0.00975316 0.00794209 0.00681918 0.005419 0.00435118 0.00264137 0.00219104
internal_count=3121 2929 2746 2533 2303 1389 1159 1027 926 192
is_linear=0
shrinkage=0.0113235


Tree=2488
num_leaves=11
num_cat=0
split_feature=42 40 48 16 50 42 51 16 4 12
split_gain=5.69782e-05 9.73278e-05 0.000105058 0.000137807 9.96487e-05 8.60687e-05 9.65004e-05 0.0001445 0.000139079 5.64331e-05
threshold=-1.0000000180025095e-35 -0.0067649999999999993 0.11951500000000001 -0.5048999999999999 0.07826000000000001 0.088295000000000012 -0.076794999999999988 -0.094359999999999986 0.0052350000000000009 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=9 -2 3 -3 5 6 -5 -8 -9 -1
right_child=1 2 -4 4 -6 -7 7 8 -10 -11
leaf_value=1.9466604246452286e-06 0.0030373337566019809 0.0035927643655613932 -0.0033000286047098534 -0.001742010612851255 -0.0031542241633554843 -0.0017621844942470595 -0.001171628591261972 0.0011938270389414258 0.0059210821953369196 -0.0033472333259312102
leaf_weight=0.0012315213674014536 0.001297226358038449 0.0012515438554238029 0.0010284260766459585 0.0012395607040488659 0.0011271071012738821 0.0018371285838918649 0.0014330449583755977 0.0019209425937360097 0.0011227834559157795 0.0010709557516789532
leaf_count=127 265 120 76 235 391 600 146 372 54 735
internal_value=0 0.000273566 -5.35375e-05 0.000282622 -0.000194626 0.000246997 0.000892713 0.00162223 0.00293764 -0.00155586
internal_weight=0 0.0122578 0.0109605 0.00993211 0.00868057 0.00755346 0.00571633 0.00447677 0.00304373 0.00230248
internal_count=3121 2259 1994 1918 1798 1407 807 572 426 862
is_linear=0
shrinkage=0.0106704


Tree=2489
num_leaves=15
num_cat=0
split_feature=14 124 12 48 0 43 15 0 52 13 43 13 48 160
split_gain=0.000425059 0.000283511 0.000324657 0.000222629 0.000405902 0.00031049 0.000387045 0.000195374 0.000220935 0.00032276 0.000231351 0.000241434 0.00013754 8.90799e-05
threshold=0.062655000000000016 0.10195500000000002 0.11650500000000001 0.12879500000000002 -0.10607499999999999 -0.04890499999999999 -0.08730499999999998 -0.084269999999999984 0.11434500000000002 -0.094514999999999988 -0.074359999999999996 -0.0034749999999999994 0.083985000000000018 0.083670000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 12 -6 9 -9 11 -11 -7 -14
right_child=-2 -3 -4 -5 7 6 -8 8 -10 10 -12 -13 13 -15
leaf_value=0.0013163590738554459 -0.0011199160099169062 0.0009380613804692361 -0.00090268575685064462 -0.00062729184794069442 -0.00065164109314373047 -0.0005206060222323084 0.0009090842833279967 0.00083444896116302016 -0.00072687623250872646 0.00057032916650379562 -0.00060566376674839003 -0.00033691682618453602 0.00053025468356836377 -0.0001616314065347615
leaf_weight=0.0010373081622494368 0.0010090107282178509 0.0010082845062271686 0.0011579077333659466 0.0013597124541782487 0.0017218522856247793 0.0012774945982332031 0.0019074931315256 0.0014718682003451973 0.0011047915083975107 0.0019961208102912704 0.0017493871468189696 0.0016035407318531945 0.0011615830890465695 0.0010967403943897835
leaf_count=113 104 42 136 75 841 100 114 77 246 300 701 183 57 32
internal_value=0 3.87998e-05 -9.82835e-06 4.92895e-05 0.00010633 0.000443343 0.000276976 -0.000120054 -4.56769e-06 0.000112425 -8.62498e-05 0.000166178 -6.40316e-05 0.000194245
internal_weight=0 0.0196541 0.0186458 0.0174879 0.0161282 0.00648062 0.00544331 0.00964756 0.00792571 0.00682092 0.00534905 0.00359966 0.00353582 0.00225832
internal_count=3121 3017 2975 2839 2764 416 303 2348 1507 1261 1184 483 189 89
is_linear=0
shrinkage=0.00174112


Tree=2490
num_leaves=12
num_cat=0
split_feature=4 39 3 13 48 2 13 43 3 1 2
split_gain=5.08472e-05 5.63143e-05 0.000133367 8.52468e-05 0.000101176 0.00015713 0.000146239 0.000113778 0.000102732 4.83708e-05 4.60022e-05
threshold=0.27287000000000006 0.097050000000000011 0.10732000000000001 -0.095539999999999986 0.083985000000000018 0.084245000000000014 0.0061450000000000003 -0.074359999999999996 0.086245000000000016 0.111945 0.11389000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 -7 -5 -6 -2 -4
right_child=9 -3 10 4 8 6 -8 -9 -10 -11 -12
leaf_value=-0.003503036229953598 -0.00014798217897865815 -0.002571837423882355 0.0034858808007700399 0.0024588508802999096 0.0039900145749985697 -0.0060236078971988537 -0.00063540128551843166 -0.0018685740518263492 -0.00074216086878561068 0.0031022191847383204 0.00058849120894917547
leaf_weight=0.0011192184697065748 0.0010564395515938463 0.001156398427116124 0.0013668061230731618 0.0016733535848900485 0.0011204188332584915 0.0011220201665600553 0.0012743605811488517 0.0012628947364889025 0.0010552688257742249 0.0011147495040122113 0.0012362295852714755
leaf_count=168 95 83 60 254 332 1040 279 418 55 257 80
internal_value=0 -0.000284897 -4.94139e-05 -0.000700893 -0.000283195 -0.0010902 -0.00315824 0.000597604 0.00169478 0.00152076 0.00210986
internal_weight=0 0.012387 0.0112306 0.00862754 0.00750832 0.00533263 0.00239638 0.00293625 0.00217569 0.00217119 0.00260304
internal_count=3121 2769 2686 2546 2378 1991 1319 672 387 352 140
is_linear=0
shrinkage=0.0108838


Tree=2491
num_leaves=17
num_cat=0
split_feature=14 157 124 123 160 42 133 3 0 15 42 15 2 12 0 15
split_gain=0.000205552 0.00016174 0.00015563 0.000301774 0.000225805 0.000316379 0.000253941 0.000295861 0.000263478 0.000243787 0.000230224 0.000267583 0.000174965 0.000160119 0.000137339 6.63058e-05
threshold=0.023790000000000002 -0.073574999999999988 1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.095000000000000015 -0.10831999999999999 -0.053834999999999994 -0.095869999999999983 0.088200000000000014 -0.074054999999999996 0.091185000000000002 0.092550000000000007 -0.18113999999999997 -0.073184999999999986
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 -6 7 13 9 14 11 -11 -13 -7 -9 -3
right_child=-2 2 -4 -5 5 6 -8 8 -10 10 -12 12 -14 -15 -16 -17
leaf_value=0.00048932112848856747 -0.00075360695189891926 -0.0009587802351515392 0.00059248715506095349 0.00079681705271159183 -0.0007560857315160516 0.0011362357943654304 -0.00073003329551309278 -0.00079886518924166688 -0.00081666040345561308 0.00071182056546486769 0.00090291502190326459 0.00020571378076743253 -0.00076790760531244174 0.00020925019068407003 3.9422910167412402e-05 -0.00035016440542554012
leaf_weight=0.0018751575141946119 0.0010053238449199411 0.0010052427194674318 0.001056178563002083 0.0010459315490153583 0.0015574943601197296 0.0010896836157443463 0.0010560889417669988 0.0010388761202655417 0.0010042515152917687 0.0011912414970535047 0.0013453026098707924 0.0010278748821125334 0.0010398977782026808 0.0010014763333798804 0.0011568668679926841 0.0010000835529016252
leaf_count=398 113 254 74 195 654 59 229 35 105 72 187 157 63 78 95 353
internal_value=0 2.34137e-05 -2.91635e-05 -7.1359e-05 -0.000133921 -5.03462e-05 5.00217e-05 0.000133273 -1.65166e-05 0.000101651 0.00032047 8.00404e-05 -0.000283927 0.000692294 -0.000357198 -0.000655255
internal_weight=0 0.0184916 0.0166165 0.0155603 0.0145144 0.0125091 0.0109516 0.00989547 0.00780431 0.00680006 0.00460432 0.00325901 0.00206777 0.00209116 0.00219574 0.00200533
internal_count=3121 3008 2610 2536 2341 1734 1080 851 714 609 479 292 220 137 130 607
is_linear=0
shrinkage=0.00167351


Tree=2492
num_leaves=16
num_cat=0
split_feature=1374 457 484 1 15 42 3 47 15 15 0 0 133 15 4
split_gain=0.000164615 0.000283195 0.000234344 0.000148187 0.000308729 0.000221811 0.000152508 0.000163467 0.000359003 0.000330046 0.00016565 0.000142402 0.000112313 9.13717e-05 5.81484e-05
threshold=-0.094929999999999987 0.088350000000000026 -0.0068949999999999992 0.12811000000000003 0.095175000000000023 0.092395000000000019 -0.15447499999999995 0.092530000000000015 -0.094549999999999981 -0.0088349999999999974 -0.083914999999999976 -0.053834999999999994 0.091580000000000009 -0.11713499999999999 -0.17966999999999997
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 -4 8 13 -10 -11 -5 14 -8 -12
right_child=1 -3 3 11 -6 -7 7 -9 9 10 12 -13 -14 -15 -16
leaf_value=-0.0006710720823908875 -0.0008099652502625629 0.00082245986082874216 0.0007207368814939304 0.00082343415548330879 -0.00091184890192633444 -0.00055534860263171709 0.00041108213346596718 -0.0004802908614959782 -0.00089961102382479276 0.00055248262713717051 -0.00057631489001844205 -1.8732281084759563e-05 0.00032998093728941688 0.0011222236821987819 -2.7550389052364264e-05
leaf_weight=0.0010240465774105081 0.0010402764336376489 0.0012323183686772992 0.0011102740152325848 0.0012288804575971164 0.0010935529618685035 0.0016220428522696001 0.0010925577634200712 0.0014295713879375971 0.0011213060827813077 0.0017321017682414026 0.0011958675307611754 0.0011166134608472386 0.0011893877745745018 0.0010160184240703765 0.0010625267689485915
leaf_count=55 481 119 133 123 288 319 126 138 394 311 66 104 91 89 284
internal_value=0 3.22226e-05 -2.48899e-05 2.61194e-05 -4.19163e-05 3.37553e-05 0.000121023 5.33515e-05 0.000144065 -5.99533e-05 0.00012181 0.000422506 -9.45518e-05 0.000753746 -0.000318133
internal_weight=0 0.0182833 0.017051 0.0160107 0.0136652 0.0125717 0.0109496 0.00983934 0.00840977 0.00630119 0.00517988 0.00234549 0.00344778 0.00210858 0.00225839
internal_count=3121 3066 2947 2466 2239 1951 1632 1499 1361 1146 752 227 441 215 350
is_linear=0
shrinkage=0.00170698


Tree=2493
num_leaves=15
num_cat=0
split_feature=14 124 484 3 0 3 1 47 11 15 49 0 52 13
split_gain=0.000202026 0.000164332 0.000187371 0.000146509 0.000284826 0.00027409 0.000232856 0.000258287 0.000169884 0.000156856 0.000140453 0.000427666 0.000118996 0.000102002
threshold=0.018475000000000002 -0.043384999999999993 -0.0068949999999999992 -0.12018999999999998 -0.053834999999999994 0.10542000000000001 0.12811000000000003 0.092530000000000015 0.081790000000000015 -0.094549999999999981 -0.069799999999999987 -0.10096999999999999 -0.066844999999999988 0.073000000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 8 6 -6 7 9 13 12 -11 -12 -5 -4
right_child=-2 2 3 4 5 -7 -8 -9 -10 10 11 -13 -14 -15
leaf_value=0.00053330389759614438 -0.0007166694667694862 -0.00068834160486079933 0.00095270737043209874 6.3367901030237026e-05 -0.0010315986878221088 -6.4276080561629951e-05 0.00080556350527290991 -0.00066663099461655489 -0.00018630700762851032 -0.00045414841575072657 0.00083599362160883888 -0.00036152239164281722 0.0007966313272566608 0.00025821907002032869
leaf_weight=0.0015038337390919877 0.0010054611895323742 0.0010244004938506522 0.0010242443671798799 0.0010633680815111957 0.0013340541628341649 0.0017548214592828515 0.0010231152069360436 0.0012985315432036057 0.0011272445757586347 0.0015310769914972091 0.0013258813281721276 0.0018457885544936811 0.0012407866873457218 0.0011748154048314419
leaf_count=250 119 466 55 54 182 69 89 141 119 129 75 1186 132 55
internal_value=0 2.39266e-05 -2.17564e-05 2.16165e-05 -5.86939e-05 -0.000482053 8.1489e-05 -7.70702e-06 0.000321423 0.000114406 -5.40539e-05 0.000139086 0.00045823 0.000581687
internal_weight=0 0.018272 0.0167681 0.0157437 0.0124174 0.00308888 0.00932855 0.00830543 0.0033263 0.0070069 0.00470275 0.00317167 0.00230415 0.00219906
internal_count=3121 3002 2752 2286 2057 251 1806 1717 229 1576 1390 1261 186 110
is_linear=0
shrinkage=0.00160853


Tree=2494
num_leaves=12
num_cat=0
split_feature=12 484 39 43 2 15 151 3 15 13 3
split_gain=5.72632e-05 5.66975e-05 6.94369e-05 0.000123182 0.000122754 0.000155126 0.000232301 0.000148838 0.000187273 0.000139256 6.21267e-05
threshold=0.11650500000000001 -1.0000000180025095e-35 0.097050000000000011 -0.16318499999999997 0.089885000000000007 -0.074054999999999996 -0.0083949999999999979 -0.078934999999999991 -0.055554999999999993 -0.090639999999999984 -0.026224999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 7 6 -6 -5 -9 -7 -11
right_child=-2 2 -4 4 5 9 -8 8 -10 10 -12
leaf_value=-0.0018850376785977908 -0.0021029526744791209 0.0030300672733494199 -0.0018203126875237839 -0.0035071818623513937 -0.00071159778990659804 0.0020602206808109386 0.0048350892982770722 -0.0023546331228391187 0.0028502716359214844 6.854205828693189e-05 -0.0028997229697611264
leaf_weight=0.0010580652742897831 0.0010141298791751267 0.001424631370019803 0.0011532664789280856 0.0013891104131439659 0.0010377644147325782 0.0013665854200137773 0.0015792438045485859 0.0011368741175545117 0.0011566396632403941 0.0010469412572144347 0.0013249783377649038
leaf_count=488 147 126 122 871 101 92 311 171 194 389 109
internal_value=0 0.000139925 0.000309752 0.000524058 0.0001684 0.00093501 0.00263557 -0.00115462 0.000270247 -0.000255408 -0.00158956
internal_weight=0 0.0136741 0.012616 0.0114628 0.0100381 0.00635551 0.00261701 0.00368262 0.00229351 0.00373851 0.00237192
internal_count=3121 2974 2486 2364 2238 1002 412 1236 365 590 498
is_linear=0
shrinkage=0.00910708


Tree=2495
num_leaves=18
num_cat=0
split_feature=1213 124 42 123 4 484 151 15 160 15 2 15 13 4 1 12 15
split_gain=0.000407411 0.000177769 0.000250419 0.000245033 0.000348693 0.000276393 0.000225419 0.000183316 0.000188286 0.000257987 0.000186894 0.000390884 0.0002634 0.000199735 0.000258633 7.7044e-05 1.16877e-09
threshold=-1.0000000180025095e-35 0.08919500000000001 -0.098769999999999983 1.0000000180025095e-35 -0.49405499999999997 -0.0068949999999999992 -0.090369999999999992 -0.24436499999999997 -0.082869999999999985 -0.095869999999999983 0.10803500000000001 -1.0000000180025095e-35 -0.084034999999999985 0.0061450000000000003 0.086560000000000012 0.090455000000000021 -0.10653
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 -8 -9 16 12 -12 15 14 -14 -11 -10
right_child=1 -3 3 -5 5 6 7 8 9 10 11 -13 13 -15 -16 -17 -18
leaf_value=-0.0010839559803229751 -0.00081981904978120461 0.00074900488719741639 -0.00087736164723486423 0.00074663175449309722 -0.00079911990516743454 -0.00053651737203455282 0.00086555658732257671 -0.00053794838995579173 -0.00034911195583440749 0.00065567103430876398 0.00078313303638298656 -0.0006213134160323973 0.00049084723640807799 0.00083845263755566164 -0.00065509876446512652 0.0013127627273083636 -0.00035176968375832544
leaf_weight=0.0010405408564716735 0.0010758144341942747 0.0010004129511264467 0.0013059568864364482 0.0013915877989898245 0.001052680326918372 0.001398118164261942 0.0011422530848402253 0.0011380467201670729 0.0010015405608209127 0.0010379094059789207 0.0010115086011925345 0.0014793816243535707 0.0012489389585687849 0.0011034418596776712 0.0011438853827339113 0.0011297166614309129 0.0010048992089780042
leaf_count=491 153 60 136 224 421 133 138 301 94 87 99 90 321 70 202 45 56
internal_value=0 3.39658e-05 -4.35772e-06 4.55167e-05 -1.47158e-05 6.09325e-05 0.00012635 0.00020084 0.000133644 0.000208861 0.000346475 -5.09913e-05 0.000521274 0.00022563 -5.69702e-05 0.000998132 -0.000350443
internal_weight=0 0.0196661 0.0186657 0.0175899 0.0161983 0.0148923 0.0138396 0.0124415 0.0112993 0.0101612 0.00815478 0.00249089 0.00566389 0.00349627 0.00239282 0.00216763 0.00200644
internal_count=3121 2630 2570 2417 2193 2057 1636 1503 1365 1064 914 189 725 593 523 132 150
is_linear=0
shrinkage=0.00174112


Tree=2496
num_leaves=18
num_cat=0
split_feature=14 11 3 15 124 124 0 13 157 1 47 42 4 0 2 4 3
split_gain=0.000447121 0.000239176 0.000351675 0.00043327 0.00024944 0.000232664 0.000470536 0.000321389 0.000269554 0.000278104 0.000208901 0.000208229 0.000110349 0.000272743 0.00010342 0.000259875 0.000156393
threshold=0.076175000000000007 0.088215000000000002 -0.12018999999999998 -1.0000000180025095e-35 -0.043384999999999993 0.08919500000000001 -0.053834999999999994 -0.089109999999999981 -0.077609999999999985 0.12500000000000003 0.092530000000000015 0.075730000000000006 -0.077679999999999985 -0.10096999999999999 0.089885000000000007 0.010840000000000001 0.12178000000000001
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 -4 6 8 -8 -6 10 12 -5 -10 14 -14 -16 -17
right_child=-2 -3 4 11 5 -7 7 -9 9 -11 -12 -13 13 -15 15 16 -18
leaf_value=0.001329126245277541 -0.0010208398738392678 -0.00061706850116806096 0.00054707051126459357 0.00062332235910509098 0.00075590994802364172 0.00063546943295157612 -0.00020189950217147905 -0.0012516117773639546 0.00031000705391795739 0.00058127699990538888 -0.00067664879649854525 -0.00033528896383716415 -0.00033257001472908543 -0.00071995673794094154 0.00082589325353143658 0.00027034633279716491 -0.00055735587510198018
leaf_weight=0.0010879757739111345 0.0010208830364864521 0.00129826915485065 0.0016637476313575315 0.0010598719883594355 0.0010375742305352717 0.0010063933500952396 0.0014608876869306453 0.0013336323646155569 0.001535479267005372 0.0013639823003782072 0.0015890354313527894 0.0011077535633763347 0.0012937316077670244 0.0015229529332436735 0.0010290510484836923 0.0011693090141829399 0.0010230938881932161
leaf_count=80 101 101 244 69 252 58 42 215 665 97 196 36 60 742 45 100 18
internal_value=0 2.62595e-05 6.74345e-05 0.000533014 -2.15756e-05 -8.3149e-05 -0.000133516 -0.000702855 4.0656e-06 -7.00411e-05 -0.000166998 0.000133429 -6.00677e-05 -0.000154177 3.66587e-05 0.000184941 -0.000115904
internal_weight=0 0.0215827 0.0202845 0.0032556 0.0170289 0.0153651 0.0143587 0.00279452 0.0115642 0.0105266 0.00916265 0.00216763 0.00757362 0.00603814 0.00451519 0.00322145 0.0021924
internal_count=3121 3020 2919 185 2734 2490 2432 257 2175 1923 1826 105 1630 965 223 163 118
is_linear=0
shrinkage=0.00154607


Tree=2497
num_leaves=16
num_cat=0
split_feature=14 4 13 132 124 4 43 15 48 3 0 150 1 42 4
split_gain=0.000316797 0.000164657 0.000223973 0.000304663 0.000193004 0.000299876 0.000228337 0.000301621 0.000213971 0.000209284 0.00022562 0.000205056 0.000157635 0.000201705 7.81041e-05
threshold=0.062655000000000016 -0.52556499999999995 -0.23438999999999996 0.079970000000000013 -0.043384999999999993 -0.27825499999999997 -0.079109999999999986 -0.016799999999999995 0.085845000000000019 -0.116045 -0.18901999999999997 0.095565000000000011 0.11323000000000001 0.08623500000000002 -0.033174999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 14 4 -4 -6 7 -7 9 -8 -11 -10 13 -12 -3
right_child=-2 2 3 -5 5 6 8 -9 11 10 12 -13 -14 -15 -16
leaf_value=-0.00067756230690335965 -0.0010210842565304364 0.0010021199234762587 0.00064654896649379877 0.00078417704386418664 -0.001012909471363844 -0.0011390224175672112 0.00099439147128901916 -8.2128394315358101e-07 -0.00078839385810570669 0.00076029637935996438 -0.00079130596825505953 0.00026534624963928284 0.00045981694843951301 0.00026940090324411778 0.00028598016362231711
leaf_weight=0.0010584360409096041 0.0010303523557597108 0.0010356753323321755 0.0011347367160459048 0.0015222069172374153 0.0012390812706993782 0.0013630621677042515 0.0011497932303828236 0.001906700232442827 0.0015123089733832112 0.0013726904967121811 0.001543701373522945 0.0010812199624297136 0.0011224396930024777 0.001014126049337389 0.0010440398831154064
leaf_count=52 104 31 199 265 160 401 74 317 155 67 513 21 75 560 127
internal_value=0 3.07228e-05 7.22749e-05 -2.03464e-06 -8.49147e-05 -0.000147298 -5.84071e-05 -0.000475302 9.65615e-05 0.000282903 0.000121005 -0.000349099 -0.000117442 -0.000370757 0.00064261
internal_weight=0 0.0191002 0.0180418 0.0159621 0.0144399 0.0133051 0.012066 0.00326976 0.00879628 0.00620275 0.00505296 0.00259353 0.00368027 0.00255783 0.00207972
internal_count=3121 3017 2965 2807 2542 2343 2183 718 1465 1289 1215 176 1148 1073 158
is_linear=0
shrinkage=0.00184769


Tree=2498
num_leaves=12
num_cat=0
split_feature=133 3 48 51 0 0 47 4 43 52 42
split_gain=5.50604e-05 0.000100509 0.000111696 0.000117031 0.000138957 9.01107e-05 0.000126731 9.45761e-05 0.00014307 8.15725e-05 0.000150179
threshold=0.10622000000000002 0.16158000000000003 0.11951500000000001 0.08955500000000001 -0.17169499999999996 -0.060129999999999996 1.0000000180025095e-35 -0.35136499999999998 -0.090299999999999991 -0.061194999999999992 0.08623500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 9 -7 -9 -6 -11
right_child=-2 -3 -4 -5 5 7 -8 8 -10 10 -12
leaf_value=0.0030736496597788903 -0.0023131404018373767 0.003081070027264216 -0.003463681638699828 -0.0026496164726313239 0.0021432923893618546 -0.001058459201522683 -0.0041476927090768334 -0.00061152930022367251 0.0045312023185977192 -0.0041314106164740492 0.0013893401295401462
leaf_weight=0.0019517363143528111 0.0010647599715447485 0.001175845362558158 0.0010043469173539607 0.0014122062617812807 0.0012050179565455694 0.0013573046238692932 0.0010858031506801868 0.0010151333453718436 0.0014202700931372466 0.0010344797526093781 0.0011263410761071426
leaf_count=124 435 149 77 290 384 168 198 56 174 639 427
internal_value=0 0.000155891 -0.000116816 0.000172754 0.000563666 -3.0538e-05 -0.00104003 0.00115435 0.00238759 -3.75193e-05 -0.00125369
internal_weight=0 0.0137885 0.0126126 0.0116083 0.0101961 0.00824435 0.00445164 0.00379271 0.0024354 0.00336584 0.00216082
internal_count=3121 2686 2537 2460 2170 2046 1648 398 230 1450 1066
is_linear=0
shrinkage=0.0104612


Tree=2499
num_leaves=17
num_cat=0
split_feature=1213 11 14 124 3 457 0 13 1 2 160 4 1 0 13 2
split_gain=0.00045509 0.000268035 0.000257683 0.000285162 0.000358772 0.00026111 0.000224348 0.000368953 0.000252926 0.000197627 0.000171991 0.000176518 0.000193589 0.000330872 0.000294077 0.000116874
threshold=-1.0000000180025095e-35 0.088215000000000002 0.018475000000000002 -0.043384999999999993 -0.12018999999999998 -0.0029299999999999994 -0.053834999999999994 -0.47860499999999995 0.13332000000000002 0.10613000000000002 -1.0000000180025095e-35 -0.077679999999999985 0.10089500000000001 -0.10096999999999999 -0.061684999999999997 0.090675000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 9 -6 10 -8 -9 -5 -7 -12 13 15 -14 -13
right_child=1 -3 -4 4 5 6 7 8 -10 -11 11 12 14 -15 -16 -17
leaf_value=-0.001149451545344212 0.00086714809211057837 -0.00078838569588888878 -0.00078065419136886225 0.00024072634677441674 -0.00082401452724775758 -0.00031050570004697762 0.00051041866507570773 -0.0013927328156461685 -0.00017142718770002215 0.0012071133344994666 0.00086417044012930739 -0.00013453171374244895 0.001219570815962102 -0.00091667937071187092 7.4982222598821504e-05 0.00070010810911549557
leaf_weight=0.0010560373940259804 0.0015718743442386376 0.001145525072743069 0.0010027206828028259 0.0015107170880537249 0.0012191557612572868 0.0018796326260784851 0.0010086311789159197 0.0010881383987120389 0.0010517387253599075 0.0011956623902361074 0.0013798887696292702 0.0010807273768090849 0.0010975062159406801 0.0011279435499640181 0.0019947460191587219 0.0010367716521517134
leaf_count=491 241 112 90 107 218 564 19 169 49 60 335 40 90 389 89 58
internal_value=0 4.61931e-05 9.58677e-05 0.000144045 7.58662e-05 -3.88248e-05 3.62803e-05 -0.000375085 -0.000792467 0.00066767 0.000171235 0.000288564 0.000163238 -0.000139735 0.000481221 0.000274125
internal_weight=0 0.0203914 0.0192459 0.0182431 0.0166713 0.0139649 0.0127457 0.00314851 0.00213988 0.00270638 0.00959722 0.00771758 0.00633769 0.00324544 0.00309225 0.0021175
internal_count=3121 2630 2518 2428 2187 2020 1802 237 218 167 1565 1001 666 487 179 98
is_linear=0
shrinkage=0.00177594


Tree=2500
num_leaves=15
num_cat=0
split_feature=14 124 4 13 132 4 43 15 48 150 3 0 1 2
split_gain=0.000221715 0.000157809 0.000234618 0.000264221 0.000258549 0.000186125 0.000196089 0.000326893 0.000194939 0.000221354 0.000166847 0.000165112 0.000128011 0.000125779
threshold=0.023790000000000002 -0.043384999999999993 -0.51843499999999987 -0.23438999999999996 0.079970000000000013 -0.27825499999999997 -0.079109999999999986 -0.016799999999999995 0.085845000000000019 0.095565000000000011 -0.097604999999999983 -0.18901999999999997 0.11323000000000001 0.073895000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 7 -7 10 -10 -8 -12 13 -13
right_child=-2 2 3 4 -6 6 8 -9 9 -11 11 12 -14 -15
leaf_value=0.00054482350313313753 -0.00079545059429809962 -0.0008120856750726699 0.00064529006890512246 -0.00079481581053827131 0.00063807038807714466 -0.0010353895426249071 0.00081314347906035183 4.7210840006192083e-05 -0.00074411906439316063 0.00029046133302128519 0.00061734117555293459 1.6669324438440102e-05 0.00039924326899018015 -0.00077381046724271868
leaf_weight=0.0015452951525107414 0.0010185539221127795 0.0010360885516909014 0.0017845629746355814 0.0011129022055358434 0.0014275014635762992 0.0014207705124531381 0.0011897045540055608 0.0018988593970016288 0.0014924460430853215 0.0010106242767164986 0.0013007185329794164 0.0014070820586463183 0.0010582675113371964 0.0010057525336660861
leaf_count=252 113 51 133 150 247 401 97 317 155 21 67 302 69 746
internal_value=0 2.23668e-05 -2.4722e-05 2.59186e-05 -5.12427e-05 -0.000127538 -6.45208e-05 -0.000416132 7.33735e-05 -0.000326403 0.000241228 9.86388e-05 -9.57334e-05 -0.00031283
internal_weight=0 0.0186906 0.0171453 0.0161092 0.0143246 0.0128971 0.0117842 0.00331963 0.0084646 0.00250307 0.00596153 0.00477182 0.0034711 0.00241283
internal_count=3121 3008 2756 2705 2572 2325 2175 718 1457 176 1281 1184 1117 1048
is_linear=0
shrinkage=0.00170698


Tree=2501
num_leaves=15
num_cat=0
split_feature=14 11 3 2 124 0 3 1 47 3 2 1 15 151
split_gain=0.000349528 0.000169463 0.000337761 0.000239577 0.000232778 0.000236594 0.000327103 0.000232044 0.000294197 0.000146797 0.000233274 0.000288012 0.000147649 0.000138865
threshold=0.062655000000000016 0.088215000000000002 -0.12018999999999998 0.10613000000000002 -0.043384999999999993 -0.053834999999999994 0.10542000000000001 0.12500000000000003 0.092530000000000015 -0.078934999999999991 0.083215000000000011 0.10508500000000001 0.088345000000000021 -0.0071249999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 7 -7 8 9 12 -11 13 -6 -12
right_child=-2 -3 4 -5 5 6 -8 -9 -10 10 11 -13 -14 -15
leaf_value=0.00019118912034175181 -0.00095068643728716423 -0.00060315881750379091 0.00057680368744074026 0.0011382772415326095 -0.00075032575307551724 -0.0010543368230003685 -1.6086550695400042e-05 0.0006706645132590343 -0.00072312141970118252 0.00073893359045159365 -1.2848348744097607e-05 0.00049335727511780911 0.0001296245192439779 -0.00079831051215093884
leaf_weight=0.0017904961502352686 0.0010298226940469992 0.0010755639769079997 0.0015311559602928715 0.0012014321152310492 0.0010410010100868365 0.0014785770739800539 0.0018251340386883363 0.0013020858306032898 0.0015437888320196666 0.0015494204585949191 0.001325271365089975 0.0017979492421313914 0.0010125926651872071 0.0011162220382224392
leaf_count=122 104 101 244 63 910 206 70 111 208 150 55 95 326 356
internal_value=0 2.99613e-05 6.67399e-05 0.0005715 -3.05471e-05 -9.70098e-05 -0.000480756 2.16043e-05 -6.84351e-05 6.044e-05 0.000194137 -4.97424e-06 -0.000316437 -0.000371952
internal_weight=0 0.0195907 0.0185151 0.00299193 0.0155232 0.013992 0.00330371 0.0106883 0.00938625 0.00784246 0.00578886 0.00423944 0.00205359 0.00244149
internal_count=3121 3017 2916 185 2731 2487 276 2211 2100 1892 656 506 1236 411
is_linear=0
shrinkage=0.0016407


Tree=2502
num_leaves=12
num_cat=0
split_feature=11 3 457 160 51 2 133 16 43 42 3
split_gain=5.25227e-05 9.90367e-05 0.0001034 9.14467e-05 0.000136405 0.000125844 0.000161113 0.000181118 9.95039e-05 0.000127744 8.74951e-05
threshold=0.081790000000000015 -0.12018999999999998 -0.0029299999999999994 -0.082869999999999985 0.045645000000000005 0.113445 -1.0000000180025095e-35 -0.25582999999999995 -0.074359999999999996 -1.0000000180025095e-35 0.097915000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5 -8 9 -9 -10
right_child=-2 2 3 4 -6 -7 7 8 10 -11 -12
leaf_value=0.0023927162455392747 -0.0022117798812136612 -0.0034238341548531916 -0.0025598484351992395 -0.0034556076728154087 0.0030026754774578179 -0.0034910700255842246 0.0051303498205917866 -0.00088322572100757283 -0.0034714582444849134 0.0041465900917216506 0.00083806609487379279
leaf_weight=0.0019415612224364049 0.001153474664290278 0.0010380360417235794 0.0012953912201656868 0.0010437439586469515 0.0019215502117198848 0.0011146992279750219 0.0010385933696628333 0.0011087098209600849 0.0011520454581276695 0.0011940762868792284 0.0010037435823537777
leaf_count=180 175 244 458 596 277 271 108 147 356 268 41
internal_value=0 0.000158058 -0.000206217 0.000100979 0.000460878 -0.00017711 0.000387653 0.00111737 0.000182576 0.00172491 -0.00146493
internal_weight=0 0.0138522 0.0119106 0.0108726 0.00957716 0.00765561 0.00654091 0.00549717 0.00445858 0.00230279 0.00215579
internal_count=3121 2946 2766 2522 2064 1787 1516 920 812 415 397
is_linear=0
shrinkage=0.0106704


Tree=2503
num_leaves=10
num_cat=0
split_feature=1 4 2 2 15 3 12 15 48
split_gain=5.66865e-05 0.000110778 8.03731e-05 8.01723e-05 0.000121345 0.000167914 0.000210361 0.000190234 0.000108589
threshold=0.077565000000000009 -0.012509999999999999 0.096540000000000015 0.12198500000000001 0.024640000000000006 -0.10519499999999998 0.051320000000000005 -0.016799999999999995 0.083985000000000018
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -2 7 8 -7
right_child=3 -3 -4 -5 -6 6 -8 -9 -10
leaf_value=-0.0017175590990027049 0.0032850738853982767 -0.0034150617935860645 0.001098368472335419 0.0021500174603816271 -0.0021534824618070565 -0.0019011137117257745 -0.0035233586379179796 0.0041079474111049346 0.0012056193144278631
leaf_weight=0.0013872224910149813 0.0013976109466812036 0.001041090045573356 0.0019352958171441337 0.0016406995735187635 0.001686952774733616 0.0017037056733736587 0.0011820166957216202 0.0010169130633098369 0.0018938684925835503
leaf_count=804 182 626 206 250 387 156 236 93 181
internal_value=0 -0.00087367 -7.73415e-05 0.000336737 1.74921e-06 0.000507131 -0.000162667 0.000698186 -0.000265638
internal_weight=0 0.00436361 0.00332252 0.0105218 0.00888107 0.00719411 0.0057965 0.00461449 0.00359757
internal_count=3121 1636 1010 1485 1235 848 666 430 337
is_linear=0
shrinkage=0.00892851


Tree=2504
num_leaves=16
num_cat=0
split_feature=14 4 376 48 14 3 132 42 4 52 3 3 160 15 47
split_gain=0.000357151 0.000260431 0.000242209 0.000230982 0.000278487 0.000591264 0.000388974 0.000274537 0.000286825 0.000213298 0.000209316 0.000175839 0.000189101 0.000197404 8.18898e-05
threshold=0.062655000000000016 -0.52556499999999995 0.048375000000000008 0.12737000000000001 -0.10708499999999999 0.10542000000000001 0.079970000000000013 -1.0000000180025095e-35 -0.27825499999999997 -0.0041199999999999995 -0.11255999999999998 -0.078934999999999991 0.086870000000000017 -0.053579999999999996 0.090280000000000013
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 -7 -10 -12 13 14 -13
right_child=-2 2 -4 -5 5 9 -8 8 10 -11 11 12 -14 -15 -16
leaf_value=-0.00080818284518184731 -0.00098584896141323992 -0.00056458609377417349 0.00071940821312565714 -0.00064490336066853318 -0.00098067123507348066 0.0013371085260892243 0.00082046046795497909 -0.00087796564993406943 0.00061814661140953864 0.0004356158153892407 -0.0005365191376982281 0.00097864595229067795 -0.00055051533531776293 -0.00016302465696865082 0.00029593458474158792
leaf_weight=0.0010200047301192052 0.0010552047439829617 0.0017609911591070357 0.0015703936266821114 0.001402092122379169 0.0010214494708058264 0.0013053730143761655 0.0013931488195736462 0.0010695795267334331 0.0015879459285319617 0.0018465464762446046 0.0017449883162239986 0.0010065353440885227 0.0010260071722283312 0.0016419005854874545 0.0010418035866349429
leaf_count=52 104 117 148 77 656 64 238 129 76 115 785 164 63 277 56
internal_value=0 3.2548e-05 7.67089e-05 2.01608e-05 7.68594e-05 0.000153779 -2.5277e-05 -0.000141472 -4.74676e-05 0.000808971 6.28894e-05 -7.35734e-05 9.77142e-05 0.000277943 0.000631413
internal_weight=0 0.0204388 0.0194188 0.0178484 0.0164463 0.0146853 0.0115334 0.0101402 0.00911876 0.00315192 0.00804918 0.00646124 0.00471625 0.00369024 0.00204834
internal_count=3121 3017 2965 2817 2740 2623 2444 2206 1550 179 1421 1345 560 497 220
is_linear=0
shrinkage=0.00170698


Tree=2505
num_leaves=10
num_cat=0
split_feature=11 3 457 1 52 4 49 52 47
split_gain=5.48942e-05 7.38483e-05 8.93072e-05 9.07654e-05 0.00016901 0.000175999 8.99564e-05 0.000114756 9.87572e-05
threshold=0.081790000000000015 -0.12018999999999998 -0.0029299999999999994 0.090405000000000013 -0.077024999999999996 -0.055319999999999994 -0.047584999999999995 -0.07167999999999998 0.087885000000000019
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -5 -8 -9
right_child=-2 2 3 6 5 -7 7 8 -10
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leaf_weight=0.0019171581268165221 0.0011591445997924952 0.0010244963561710412 0.0013591279722638167 0.0013721793127346449 0.001952111762450452 0.0011199057677070173 0.0015504248398849271 0.0016594798342837169 0.0017661434607160534
leaf_count=180 175 244 346 174 801 521 153 377 150
internal_value=0 0.000181051 -0.000160437 0.000149285 -0.00111928 -0.00261965 0.00103476 0.000312765 0.00149277
internal_weight=0 0.013721 0.0118039 0.0107794 0.00443115 0.00307202 0.00634823 0.00497605 0.00342562
internal_count=3121 2946 2766 2522 1668 1322 854 680 527
is_linear=0
shrinkage=0.01155


Tree=2506
num_leaves=10
num_cat=0
split_feature=41 15 4 0 47 49 15 1 16
split_gain=5.26115e-05 6.5851e-05 6.90794e-05 0.000148777 0.00010253 9.12814e-05 0.000229484 9.44486e-05 7.89053e-05
threshold=0.078065000000000009 0.091650000000000023 -0.49405499999999997 -0.019414999999999998 0.087235000000000021 -0.006494999999999999 -0.074054999999999996 0.090405000000000013 -0.056919999999999991
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 -7 -6
right_child=-2 -3 3 -5 8 7 -8 -9 -10
leaf_value=-0.0019789113689161722 -0.0023601987325538982 -0.0019679732993116467 0.0021107315082635738 0.0035186968890723626 -0.00021170423024609373 0.00029490133306524251 -0.0041026087145769989 0.0036494003884943223 -0.0039821465816571424
leaf_weight=0.0012390239764356161 0.0010180754862176003 0.0014860813931626147 0.0015366595230929883 0.0017640966661082577 0.0017062582138094896 0.0019679750691876437 0.0012095311258155141 0.0018578201895055116 0.0010036881727658528
leaf_count=138 154 482 169 167 163 1151 257 267 173
internal_value=0 0.000153532 0.000410163 0.000678144 0.000138277 0.000858421 -0.00062587 0.00192386 -0.00160817
internal_weight=0 0.0137711 0.0122851 0.011046 0.00928193 0.00657199 0.00274619 0.0038258 0.00270995
internal_count=3121 2967 2485 2347 2180 1844 426 1418 336
is_linear=0
shrinkage=0.0106704


Tree=2507
num_leaves=10
num_cat=0
split_feature=14 15 42 43 16 15 16 0 51
split_gain=5.99078e-05 8.87705e-05 7.47282e-05 0.000172864 9.29898e-05 9.29136e-05 0.000157881 0.000169378 0.000141096
threshold=-0.10708499999999999 -0.10653 -0.095859999999999987 -0.17390999999999998 0.22339500000000004 -0.0088349999999999974 -0.088394999999999987 -0.082974999999999979 0.045645000000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 8 -7 -8 -5
right_child=1 2 3 4 -6 6 7 -9 -10
leaf_value=-0.0023753687225287266 0.0025174083352197665 -0.003069793018245713 0.0038718292843450794 -0.0037400107943832816 -0.0026607050075939066 -0.0015279121586914209 0.0059243742283446952 8.4996282000402885e-05 0.0010644343672802752
leaf_weight=0.0012641935913622589 0.0018347646337535184 0.0010330629462962241 0.0013711469434440912 0.0015599610086870835 0.0019118588218901217 0.0016026924513109679 0.0012754166930625534 0.0012722714387207324 0.0015751984742824725
leaf_count=140 389 219 105 527 357 278 278 625 203
internal_value=0 0.000202983 -0.000163038 0.000121094 -0.000438065 0.000145197 0.00125661 0.00300829 -0.00132611
internal_weight=0 0.0134364 0.0116016 0.0105685 0.0091974 0.00728554 0.00415038 0.00254769 0.00313516
internal_count=3121 2981 2592 2373 2268 1911 1181 903 730
is_linear=0
shrinkage=0.0113235


Tree=2508
num_leaves=16
num_cat=0
split_feature=14 1374 457 484 13 13 132 1 13 133 1 12 42 16 2
split_gain=0.000349751 0.000170739 0.00030618 0.000252574 0.000170462 0.000215166 0.00027758 0.000276058 0.000251376 0.000162731 0.000280404 0.000293576 0.000149854 0.000205041 0.000178998
threshold=0.062655000000000016 -0.08070999999999999 0.085360000000000005 -0.0068949999999999992 -0.49353499999999995 -0.084034999999999985 0.080640000000000017 0.12811000000000003 -0.012549999999999997 0.083950000000000011 0.08844500000000001 0.088365000000000013 -1.0000000180025095e-35 -0.16075999999999999 0.087195000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 9 7 8 -7 10 -6 -12 -10 -14 -15
right_child=-2 2 -4 4 5 6 -8 -9 12 -11 11 -13 13 14 -16
leaf_value=-0.00065582333802532869 -0.0010132889601157324 -0.00082077336622480895 0.00083540528230228745 -0.00060339485342892892 -0.00051075301310953057 -0.001093726917987711 0.00075447460667962905 0.00045603192460752891 -0.00072079543527038613 0.00098012724858316438 0.0012451660581008753 -4.7532912327493169e-06 -0.00056084602022233503 0.00065674884060100923 -0.0001393177304730054
leaf_weight=0.0010303736417220924 0.0010173332621475897 0.0010496221964052871 0.0014676960305786994 0.0010904228467125627 0.0010602526670015098 0.0010129259098371453 0.0012087897244887911 0.0019027517116647855 0.0011633186838087449 0.0011856294960871233 0.0010578928557241629 0.0012343216599441931 0.0015195933717167542 0.0015105582126979222 0.0019768402402404739
leaf_count=56 104 453 147 58 248 634 205 105 454 158 87 79 58 89 186
internal_value=0 3.39261e-05 7.2466e-05 6.49248e-06 6.10237e-05 0.000109868 -2.93617e-05 -0.000133642 -0.00028984 0.000425713 0.000229639 0.000572104 -0.000157873 -2.7084e-05 0.000205497
internal_weight=0 0.019471 0.0184406 0.0169729 0.0159233 0.0148329 0.0102948 0.00908599 0.00718324 0.0045381 0.00335247 0.00229221 0.00617031 0.00500699 0.0034874
internal_count=3121 3017 2961 2814 2361 2303 1731 1526 1421 572 414 166 787 333 275
is_linear=0
shrinkage=0.00174112


Tree=2509
num_leaves=12
num_cat=0
split_feature=1 0 49 16 159 51 0 0 43 16 1
split_gain=5.88077e-05 9.52822e-05 9.5889e-05 8.31875e-05 6.78746e-05 6.71671e-05 6.0773e-05 0.000133258 0.000115816 4.82317e-05 3.82945e-05
threshold=0.104035 -0.033209999999999996 -0.043469999999999995 -0.071854999999999988 0.082585000000000006 0.087505000000000013 -0.10096999999999999 -0.077999999999999986 -0.15582499999999996 -0.4714549999999999 0.08592000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 9 5 6 10 -8 -9 -4 -1
right_child=1 -3 3 -5 -6 -7 7 8 -10 -11 -12
leaf_value=0.00012918591961342976 0.0027226668996066577 0.0034979934258537277 -0.00085916848892421784 -0.0024072158957614584 -0.0030784616476606254 -0.002563568512413556 -0.0034335268838983153 0.0034660556889478385 -0.0008487058211428545 0.0023540165179879871 0.0028954431532267296
leaf_weight=0.0010314772997173103 0.0011931688792966022 0.0011399297196773442 0.0010317619328418497 0.0016829875441770059 0.0010396612286978375 0.0011446407326559348 0.0012379833049088228 0.0010409264302651544 0.001967761817038189 0.0010133511167611381 0.001167591012453506
leaf_count=131 133 169 109 177 323 267 1064 51 497 103 97
internal_value=0 0.000772742 0.000141483 -0.000684618 -0.000571697 -0.000228343 0.000186349 -0.000544613 0.000644087 0.000732961 0.00159792
internal_weight=0 0.0060612 0.00492127 0.0037281 0.00863004 0.00759038 0.00644574 0.00424667 0.00300869 0.00204511 0.00219907
internal_count=3121 691 522 389 2430 2107 1840 1612 548 212 228
is_linear=0
shrinkage=0.0104612


Tree=2510
num_leaves=11
num_cat=0
split_feature=484 42 15 42 1 3 3 151 2 15
split_gain=5.83062e-05 8.72661e-05 9.18871e-05 0.000224904 0.000136862 0.000164181 0.000154025 0.000139504 0.000133447 0.000147035
threshold=-1.0000000180025095e-35 0.10256000000000001 1.0000000180025095e-35 0.083995000000000014 1.0000000180025095e-35 -0.097604999999999983 -0.028564999999999997 -0.044604999999999992 0.090545000000000014 -0.055554999999999993
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 6 -6 -2 -7 9 -9
right_child=1 -3 3 -5 5 7 -8 8 -10 -11
leaf_value=-0.0020670183396085894 -0.0036953316003738241 -0.0023241914843816422 -0.0028733254697768228 0.0021541754005472116 0.0043050031345207747 -0.0021354957560056845 0.00091961964786801476 -0.0020436217054099286 0.0032625142383874719 0.0024497993550325805
leaf_weight=0.0010631339559638081 0.0010361712900409179 0.0010891482910797461 0.0019616848536650666 0.0011830643812368122 0.0013661914466001025 0.0010926072171885707 0.0014243097634218974 0.0012836421533390522 0.0019684216688968525 0.001140724100311942
leaf_count=515 495 310 588 317 188 162 75 177 201 93
internal_value=0 0.000147858 0.000363999 -0.000981964 0.00081854 0.00148016 -0.00102385 0.00077661 0.00150093 7.06437e-05
internal_weight=0 0.013546 0.0124568 0.00314475 0.00931207 0.00685159 0.00246048 0.0054854 0.00439279 0.00242437
internal_count=3121 2606 2296 905 1391 821 570 633 471 270
is_linear=0
shrinkage=0.00910708


Tree=2511
num_leaves=14
num_cat=0
split_feature=14 124 402 4 2 157 0 160 42 52 4 15 2
split_gain=0.000268802 0.000158822 0.000144326 0.000193418 0.000314035 0.000304713 0.00016892 0.000168981 0.000206162 0.000221323 0.000251627 0.000309495 0.000149034
threshold=0.018475000000000002 -0.043384999999999993 0.073745000000000019 -0.27825499999999997 0.11093500000000002 -0.073574999999999988 -0.019414999999999998 -1.0000000180025095e-35 -1.0000000180025095e-35 0.077655000000000016 0.0061450000000000003 -0.095869999999999983 0.091545000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5 7 -7 -9 10 -10 -12 -13
right_child=-2 2 -4 5 -6 6 -8 8 9 -11 11 12 -14
leaf_value=0.00052507219237647707 -0.00077621901850504524 -0.00086529847068225545 0.00053010770416549603 0.00071117409901585548 0.00022994104981178799 -0.00057277694405123128 0.00047776133300162464 -0.00063780408418207923 -0.00053077567398183154 0.00066265989687452453 -0.00031631240581879953 0.00083121456545340333 7.1722336938304408e-05
leaf_weight=0.001498473848560662 0.0010108070745215017 0.0015529226884370964 0.0011429889229017899 0.0014300841638065507 0.0010481286282804092 0.0016037888726430369 0.0013100926250267366 0.0011455614027655447 0.0018498254563291371 0.0012419369099779948 0.0019427796980177117 0.0014372750140296819 0.0010828860159255577
leaf_count=250 119 157 347 308 54 481 71 507 351 220 106 50 100
internal_value=0 4.27982e-05 -2.48272e-07 -3.89942e-05 -0.000423957 3.77683e-05 -4.51501e-05 -0.000111635 -2.66289e-05 6.6047e-05 -5.13272e-05 0.000147397 0.000504869
internal_weight=0 0.0182867 0.0167883 0.0156453 0.00260105 0.0130442 0.0116141 0.0103041 0.00870026 0.0075547 0.00631277 0.00446294 0.00252016
internal_count=3121 3002 2752 2405 211 2194 1886 1815 1334 827 607 256 150
is_linear=0
shrinkage=0.00154607


Tree=2512
num_leaves=12
num_cat=0
split_feature=14 2 48 40 4 0 0 160 0 15 13
split_gain=5.91203e-05 8.27166e-05 0.000153394 0.000121591 0.000148121 0.000174564 0.000110725 0.000110304 0.000170751 9.79693e-05 9.11947e-05
threshold=-0.10708499999999999 0.10912000000000001 0.12474000000000002 -1.0000000180025095e-35 -0.084369999999999987 -0.059114999999999994 -0.14001499999999997 0.086325000000000013 -0.10607499999999999 0.083195000000000005 -0.011289999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 6 -2 10 7 -3 8 -6 -10 -5
right_child=1 2 -4 4 5 -7 -8 -9 9 -11 -12
leaf_value=-0.0020122711453578776 -0.0030772983113993165 0.0049731486032197295 -0.0017391185281248264 7.1292952555651864e-05 0.0028751856838439014 0.0041572232269609056 0.00092619523669391359 -0.0026858269808489213 -0.0032164730226855566 0.001025485090979655 -0.0038912401859937575
leaf_weight=0.0012610385284227083 0.0012674333247035081 0.0011196200506510823 0.0010202075152032641 0.0010194012976813358 0.0019457567418566693 0.001226787098757896 0.0014483109314668832 0.0010555339864461236 0.0010334876555664094 0.0010011472120203683 0.0011595284249487758
leaf_count=140 200 105 78 158 157 87 351 209 669 615 352
internal_value=0 0.000177295 0.00143116 -0.000286089 0.000132984 0.000888103 0.00269067 9.17223e-05 0.000828282 -0.00112921 -0.00203739
internal_weight=0 0.0132972 0.00358814 0.00970908 0.00844164 0.00626271 0.00256793 0.00503593 0.00398039 0.00203463 0.00217893
internal_count=3121 2981 534 2447 2247 1737 456 1650 1441 1284 510
is_linear=0
shrinkage=0.00966451


Tree=2513
num_leaves=10
num_cat=0
split_feature=11 3 3 133 16 1 16 15 0
split_gain=5.50533e-05 6.59221e-05 8.48093e-05 0.000118636 0.000116933 0.000113067 0.000159349 0.00018009 0.000109931
threshold=0.081790000000000015 -0.12018999999999998 -0.08824499999999999 0.083950000000000011 -0.27167499999999994 0.094465000000000007 -0.056919999999999991 -0.016799999999999995 -0.11991499999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 8 -7 -8 -6
right_child=-2 2 3 -5 5 6 7 -9 -10
leaf_value=0.0019622730348352866 -0.0021857431779156514 -0.0028925513946264983 -0.0030098698450979782 0.0024122030987890376 0.00070723356448467757 0.0040006564070406694 -0.0024847416730952531 0.0030283417110872927 -0.0032926332112938215
leaf_weight=0.0018626558942836094 0.0011291767977442977 0.0010524543956915407 0.0014595097086073545 0.0019930430325951582 0.001396242345483638 0.0014596499475272168 0.0015300903917820942 0.001051593816519758 0.001498380513156569
leaf_count=180 175 411 209 836 76 138 162 108 826
internal_value=0 0.000173003 -0.000118301 0.000162757 -0.00037125 0.000183986 0.00129221 -0.000239105 -0.00136327
internal_weight=0 0.0133036 0.011441 0.0103885 0.00839547 0.00693596 0.00404133 0.00258168 0.00289462
internal_count=3121 2946 2766 2355 1519 1310 408 270 902
is_linear=0
shrinkage=0.0102561


Tree=2514
num_leaves=15
num_cat=0
split_feature=14 123 4 484 13 132 1 457 42 151 4 2 48 1
split_gain=0.000251017 0.000203957 0.000236473 0.000214753 0.00020903 0.000198986 0.000197068 0.000408571 0.000218731 0.000180877 0.000252177 0.00019883 0.000178219 0.000196144
threshold=0.019675000000000002 1.0000000180025095e-35 -0.51843499999999987 -0.0068949999999999992 -0.094514999999999988 0.081465000000000024 0.12873500000000002 0.082380000000000009 0.088915000000000008 -0.00099499999999999979 0.24564500000000003 0.084245000000000014 0.092065000000000022 0.083345000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 12 6 7 8 9 -6 11 -11 13 -5
right_child=-2 -3 3 4 5 -7 -8 -9 -10 10 -12 -13 -14 -15
leaf_value=-0.00084570540567407038 -0.00089182668780570613 0.00067634999163277191 -0.00076150466746282121 0.00033018179040935372 -0.00092041069140063399 0.00069233898378966553 0.00044075670828355772 0.00056451847675234655 -0.0011546779326880344 8.169818380156845e-05 0.0006157418821673054 -0.00083379533528155265 -0.00014407252627222236 0.0013225761497547858
leaf_weight=0.0010623146372532579 0.0010033476938732791 0.0015107125003696069 0.0010348298832309468 0.001778116693831564 0.001156640778774534 0.0011059309430932326 0.0017165731916385105 0.0016753375386569895 0.0011514016273746035 0.0015450691242095116 0.0011415646528220025 0.0015689014413769078 0.0011792654299394717 0.0010333114489100015
leaf_count=51 116 257 454 86 126 195 66 119 473 275 58 658 59 128
internal_value=0 3.82699e-05 -1.79399e-05 3.67223e-05 9.16003e-05 -3.66189e-05 -0.000117597 -0.00023393 -0.000437732 -0.000285207 -0.00011256 -0.000379552 0.000446999 0.000694926
internal_weight=0 0.01866 0.0171493 0.0160869 0.0150521 0.0110614 0.00995549 0.00823892 0.00656358 0.00541218 0.00425554 0.00311397 0.00399069 0.00281143
internal_count=3121 3005 2748 2697 2243 1970 1775 1709 1590 1117 991 933 273 214
is_linear=0
shrinkage=0.00181146


Tree=2515
num_leaves=15
num_cat=0
split_feature=14 147 159 1374 51 157 13 16 43 133 3 12 4 52
split_gain=0.000208024 0.000141631 0.000177172 0.000125341 0.000203454 0.000118533 0.000145616 0.000230523 0.000211281 0.000166276 0.000142646 0.000138135 0.000135503 0.000108748
threshold=0.019675000000000002 1.0000000180025095e-35 -0.032739999999999991 -0.035729999999999991 0.067785000000000012 -0.073574999999999988 -0.0034749999999999994 0.23311500000000004 -0.074359999999999996 0.091250000000000012 -0.077644999999999978 0.09202500000000001 0.053180000000000012 -0.049749999999999996
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 12 11 10 -10 -7 -8 -6
right_child=-2 -3 3 4 13 6 7 -9 9 -11 -12 -13 -14 -15
leaf_value=-0.00056132601315280156 -0.00074492992808294944 0.00055160887344662154 -0.00052433223390398458 0.00048238154231287125 0.00017234128789650461 0.00010998861743458814 -0.00080780852369206576 0.00033437010594313638 8.4224629670497762e-05 0.00042095134306035717 -0.00065095871946547449 0.00092398512485095889 -0.00017564801812121995 0.00092884003340414263
leaf_weight=0.0014680875614826163 0.0010018817766956614 0.0012691924772219336 0.0010075342175048805 0.0012116571480707593 0.0010152801440934459 0.0011384466638961069 0.0017478873044695087 0.0012668787157198054 0.0012734761500511789 0.001112297661582818 0.0016068465826259972 0.0011067945949249439 0.0019103137257626239 0.001030905746179118
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internal_value=0 2.30224e-05 -1.6683e-05 3.51427e-05 7.42315e-05 -5.01392e-06 -5.79172e-05 -0.000268807 0.00010859 -0.000117845 -0.000325912 0.000511249 -0.000477694 0.000553479
internal_weight=0 0.0181656 0.0168964 0.0154283 0.0144208 0.0123746 0.0111629 0.00492508 0.00623786 0.00399262 0.00288032 0.00224524 0.0036582 0.00204619
internal_count=3121 3005 2842 2436 2374 2073 1844 530 1314 883 680 431 380 301
is_linear=0
shrinkage=0.0016407


Tree=2516
num_leaves=12
num_cat=0
split_feature=133 3 47 42 52 457 49 12 42 4 4
split_gain=5.59914e-05 9.51711e-05 7.82672e-05 0.000150579 0.00011276 0.000146531 0.000159271 0.000122932 0.000111574 0.000166044 9.33895e-05
threshold=0.10622000000000002 0.16158000000000003 0.13148500000000005 0.097315000000000026 -0.12005499999999998 0.087995000000000004 -0.0020949999999999996 0.09334000000000002 0.08623500000000002 0.055260000000000011 -0.07712999999999999
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 -8
right_child=-2 -3 -4 -5 5 -7 7 -9 -10 -11 -12
leaf_value=-0.0033553940331191292 -0.002343974439381378 0.0030655041848827625 -0.0028686170893640378 0.0037051683715139954 -0.0030332122060032158 0.003400643968507598 -6.1488345429380973e-05 -0.0027221092768345222 0.0039281312578344279 -0.0032064376987869826 0.0040738412302467452
leaf_weight=0.0011416376568842189 0.0010464199514417698 0.00113597706623103 0.0010237936305794735 0.0011700600055522649 0.0019074262537480064 0.0012880349736303521 0.0013655826091541249 0.0010844684533577557 0.0012063976396874919 0.0010647260022135334 0.0010627401735437791
leaf_count=426 435 149 42 222 339 116 408 266 340 127 251
internal_value=0 0.000168239 -9.90178e-05 0.00015211 -0.000258649 0.000135071 -0.0004118 0.000452693 0.00118533 0.000238041 0.00174831
internal_weight=0 0.0134508 0.0123149 0.0112911 0.010121 0.00897938 0.00769134 0.00578391 0.00469945 0.00349305 0.00242832
internal_count=3121 2686 2537 2495 2273 1847 1731 1392 1126 786 659
is_linear=0
shrinkage=0.0104612


Tree=2517
num_leaves=15
num_cat=0
split_feature=1374 457 124 12 2 52 12 52 49 52 13 43 1 16
split_gain=0.00028886 0.000327594 0.000238087 0.000238904 0.000177854 0.000360344 0.000243018 0.000301094 0.000207107 0.000167486 0.00022126 0.000118085 0.000241691 0.000157562
threshold=-0.094929999999999987 0.088350000000000026 0.0049200000000000008 0.11650500000000001 0.11548000000000001 0.11434500000000002 0.10345000000000001 -0.21968999999999997 0.005085000000000001 0.091275000000000009 0.0015850000000000003 -0.072864999999999985 0.10612500000000001 -0.088159999999999988
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 -2 -6 10 11 -9 13 -13
right_child=1 -3 -4 -5 8 -7 -8 9 -10 -11 -12 12 -14 -15
leaf_value=-0.0008054589702532844 -0.00091248863609330632 0.00083314977943797221 0.00073211407505710817 -0.00075850653959286338 0.00073197911296159852 -0.00088728380525437587 0.00074000338651745165 0.0003947867902505184 -0.00012676616667055266 0.00055794973068662814 -0.00072097738544728892 0.00045866416281651283 -0.0007041169962253589 -0.00020291666894537374
leaf_weight=0.0011163668134230855 0.0010067519040537045 0.0012476556075591413 0.001026831276952792 0.0011962047372235168 0.0016088715608997732 0.0013304059874486062 0.0010367803634473366 0.0017774406462180772 0.0013251410874454139 0.0012637257293198209 0.0011620033809992963 0.0017986541826823599 0.0012381156393206777 0.0019317542596083937
leaf_count=55 284 119 70 140 205 382 115 471 115 175 170 252 64 504
internal_value=0 3.65142e-05 -1.96314e-05 -6.59208e-05 -1.24006e-05 -9.57811e-05 -1.88909e-06 -7.74585e-05 0.000344128 1.42004e-05 -7.26929e-05 3.89751e-05 -8.8313e-05 0.000116071
internal_weight=0 0.0189503 0.0177027 0.0166758 0.0154796 0.0125456 0.0112152 0.0101784 0.00293401 0.00917169 0.00790797 0.00674596 0.00496852 0.00373041
internal_count=3121 3066 2947 2877 2737 2417 2035 1920 320 1636 1461 1291 820 756
is_linear=0
shrinkage=0.00160853


Tree=2518
num_leaves=15
num_cat=0
split_feature=1374 457 484 1 15 42 3 4 0 47 15 15 4 0
split_gain=0.00016353 0.000281847 0.000194559 0.000178071 0.000259062 0.000226646 0.000162591 0.000136534 0.000194907 0.000151644 0.000346152 0.000206087 0.000144978 0.000139107
threshold=-0.094929999999999987 0.088350000000000026 -0.0068949999999999992 0.12811000000000003 0.095175000000000023 0.10077000000000001 0.11296500000000002 -0.49405499999999997 0.041630000000000007 0.092530000000000015 -0.094549999999999981 -0.0088349999999999974 0.2623950000000001 -0.083914999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 7 -5 -4 9 10 12 -12 -9 -13
right_child=1 -3 3 6 -6 -7 -8 8 -10 -11 11 13 -14 -15
leaf_value=-0.00063274934023921229 -0.00072065350736542726 0.00080820346526757313 -0.00042446224562749004 0.00083909081677177881 -0.00081128303090898565 -0.00070215673705863928 -3.6444872990254446e-05 0.0010197819701493742 0.000726170631602413 -0.00043357142491676247 -0.00065464533797067893 0.00043176059085276054 0.00022437641204102945 -0.00022421394820330479
leaf_weight=0.0010649805468552201 0.0010173265795857802 0.0011682398046704975 0.0012620206035844185 0.0012565725524096528 0.0011110626097062754 0.0010807878568680944 0.0010464373369782898 0.0013305795318294235 0.001357870561603248 0.0014155040666320173 0.0013238953721464069 0.0017517233993541992 0.0011499786092711572 0.001729312437329265
leaf_count=55 481 119 114 122 288 178 105 160 78 159 434 337 90 401
internal_value=0 2.89139e-05 -2.517e-05 1.95661e-05 -5.23054e-05 1.56912e-05 0.000441267 8.42231e-05 0.000148045 5.78226e-05 0.000153296 -0.000103663 0.000651035 0.000105885
internal_weight=0 0.0180013 0.0168331 0.0158157 0.0135127 0.0124017 0.00230301 0.0113209 0.0100589 0.00870099 0.00728549 0.00480493 0.00248056 0.00348104
internal_count=3121 3066 2947 2466 2239 1951 227 1773 1659 1581 1422 1172 250 738
is_linear=0
shrinkage=0.0016407


Tree=2519
num_leaves=10
num_cat=0
split_feature=41 3 1 3 12 15 133 3 0
split_gain=5.65789e-05 7.20513e-05 7.45925e-05 0.000123714 0.000195706 0.000114243 9.40993e-05 8.04079e-05 7.75125e-05
threshold=1.0000000180025095e-35 -0.12018999999999998 0.094385000000000011 0.083060000000000009 0.085885000000000017 -0.0058549999999999991 0.083950000000000011 0.13524500000000003 -0.21861499999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 -3 -7 8 -5
right_child=-2 2 3 7 -6 6 -8 -9 -10
leaf_value=0.0022373302446244297 -0.0024052565178298551 -0.0033630057425797742 0.006181574610300917 -5.4686104653845571e-05 -0.00019890502206263699 -0.0016106290084920956 0.0020715943335688773 0.001758979635837433 -0.0042223185436717223
leaf_weight=0.0018992503580131841 0.0011671008855530232 0.0018789567822717814 0.0011155924079830357 0.0013184339758849362 0.0013775133628760317 0.0019329787014121082 0.0016490253078599824 0.0011855956968594428 0.0010109831963216465
leaf_count=221 173 895 248 69 228 737 332 168 50
internal_value=0 0.00019448 -0.00014381 0.000726811 0.00265617 -0.00110166 8.45337e-05 -0.000641635 -0.00186347
internal_weight=0 0.0133683 0.0114691 0.00600812 0.00249311 0.00546096 0.003582 0.00351501 0.00232942
internal_count=3121 2948 2727 763 476 1964 1069 287 119
is_linear=0
shrinkage=0.0113235


Tree=2520
num_leaves=17
num_cat=0
split_feature=14 124 12 39 124 484 48 2 52 12 2 1 457 13 15 2
split_gain=0.000259157 0.000195375 0.000271938 0.000330584 0.000227283 0.000267215 0.000296863 0.000306299 0.000358021 0.000285462 0.000237626 0.000240426 0.000220849 0.000287163 0.00025442 0.000177786
threshold=0.054835000000000009 0.08919500000000001 0.11650500000000001 0.097050000000000011 -1.0000000180025095e-35 -0.0068949999999999992 0.12737000000000001 0.11548000000000001 0.11434500000000002 0.10345000000000001 0.088850000000000012 0.091900000000000023 0.086800000000000016 -0.091904999999999987 -0.094549999999999981 0.084055000000000005
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 11 15 13 -12 -15 -7
right_child=-2 -3 -4 -5 5 6 -8 -9 -10 -11 12 -13 -14 14 -16 -17
leaf_value=0.00080882346932447053 -0.00088988330810102489 0.00078662201624793665 -0.00083839137065481388 -0.00093137204516120699 -0.00083868006575470123 0.00039322204728203656 -0.00078626623922887432 0.00095408186678169402 -0.00086083874135826726 0.0010185617755300175 0.00085478469679095418 -0.00080963111220344651 0.0010646652441002992 0.00051808886791031793 -0.00058379898437449637 -0.00051411146492151831
leaf_weight=0.0013172483068087512 0.0010244612407251377 0.0010110961210161298 0.0011848257079860097 0.0010395565136188832 0.0010188477151550227 0.0019176172971362916 0.0010950799266343661 0.0014237882653783127 0.0011466660158815653 0.0011516894880616553 0.0012711681698895916 0.0014570371706987342 0.0010604905391309316 0.0010691569987958741 0.0017307721873512129 0.0010563012511844746
leaf_count=205 110 60 135 97 435 302 48 190 290 99 62 162 52 57 354 463
internal_value=0 2.59907e-05 -1.46144e-05 4.03565e-05 0.000100788 4.02205e-05 0.000102493 0.000175755 8.23243e-05 0.000183264 8.26629e-05 -0.000218614 0.000342806 0.000154767 -0.000163042 7.09477e-05
internal_weight=0 0.0199513 0.0189402 0.0177554 0.0167159 0.0153986 0.0143798 0.0132847 0.0118609 0.0107142 0.00956254 0.00443096 0.00513159 0.0040711 0.00279993 0.00297392
internal_count=3121 3011 2951 2816 2719 2514 2079 2031 1841 1551 1452 927 525 473 411 765
is_linear=0
shrinkage=0.00177594


Tree=2521
num_leaves=17
num_cat=0
split_feature=14 50 47 4 151 1 484 12 50 52 42 43 0 15 4 2
split_gain=0.000433119 0.000195854 0.000331992 0.000261757 0.000227991 0.000376488 0.000197947 0.000243055 0.000179683 0.000204479 0.000311244 0.000197782 0.000288119 0.000169777 0.000164619 0.000155053
threshold=0.062655000000000016 0.10647500000000001 0.13148500000000005 0.24564500000000003 -0.00099499999999999979 0.111945 0.084040000000000017 0.10388500000000002 0.088280000000000011 0.091275000000000009 -1.0000000180025095e-35 -0.074359999999999996 -0.10096999999999999 -0.095869999999999983 0.0052350000000000009 0.10136500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 -6 7 8 9 10 -1 -12 13 -13 -15 -11
right_child=-2 -3 -4 4 5 -7 -8 -9 -10 15 11 12 -14 14 -16 -17
leaf_value=-0.0010994528624145054 -0.0011532756913686015 -0.00063116317691803655 -0.00082435615222410706 -6.0721798259615618e-05 0.00027199918830073707 0.0017122308014775748 0.00063385092930130663 -0.00072480665763537241 0.00070725446189566434 0.00095071849681025182 0.00055644791766664868 -0.00045075808111845109 -0.0008350368319859202 -0.00019056571805016072 0.00076650602097603734 1.1815418489195808e-05
leaf_weight=0.0010011160434156129 0.0010232008594399091 0.0012824516937626649 0.0011959808936580765 0.0011543907408595316 0.0013268694122945393 0.0010806563940420344 0.001699808828645428 0.0014413859141505893 0.001269065246456519 0.0010967311138986337 0.0015268642637992413 0.0012472876776883357 0.0015662607455634542 0.0010046393660194659 0.0014279023592536078 0.0012182909802760933
leaf_count=411 104 326 37 93 87 204 258 216 199 272 349 44 387 54 31 49
internal_value=0 5.4285e-05 9.9933e-05 0.000161138 0.000601121 0.00091847 5.3051e-05 -2.40806e-05 6.48437e-05 -1.59625e-05 -0.000156691 -1.73401e-05 -0.00018434 9.26187e-05 0.000371236 0.000456616
internal_weight=0 0.0205397 0.0192572 0.0180613 0.00356192 0.00240753 0.0144994 0.0127995 0.0113582 0.0100891 0.00777407 0.00677295 0.00524609 0.00367983 0.00243254 0.00231502
internal_count=3121 3017 2691 2654 384 291 2270 2012 1796 1597 1276 865 516 129 85 321
is_linear=0
shrinkage=0.00181146


Tree=2522
num_leaves=12
num_cat=0
split_feature=484 42 4 1 47 4 3 403 12 52 15
split_gain=5.89275e-05 9.03039e-05 9.66261e-05 0.000129404 9.39114e-05 0.000149176 5.81594e-05 8.86692e-05 0.000191038 0.000174256 0.000117973
threshold=-1.0000000180025095e-35 0.10256000000000001 0.24564500000000003 0.111945 0.11635500000000001 0.055260000000000011 0.10299500000000002 0.017340000000000005 0.091545000000000015 0.077655000000000016 -0.091604999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 7 8 9 10 -2
right_child=1 -3 3 -5 -6 -7 -8 -9 -10 -11 -12
leaf_value=-0.0022131710527621565 0.0010989798499845933 -0.0024834507425406218 9.8647630281450355e-05 0.0046730033020978608 0.0027320113384982259 -0.0034613904883676063 0.0016389481935466389 0.0023111454272631286 -0.0045705345276027178 0.0033979111211480941 -0.0028477019609944505
leaf_weight=0.0010544546802277186 0.0012540464239287656 0.0011098667357831654 0.0012772118958320191 0.0010545497292676776 0.0010436731558151066 0.0012283160335802195 0.0018876350496566108 0.0010062141988792881 0.0010173923687728167 0.0010981764143979007 0.0016229297591547705
leaf_count=515 112 310 125 204 64 147 106 238 396 422 482
internal_value=0 0.000158421 0.000393176 0.00216742 -1.4085e-05 -0.000328525 0.000159423 -0.00030614 -0.000833637 0.000122777 -0.00112738
internal_weight=0 0.0136 0.0124901 0.00233176 0.0101584 0.00911471 0.00788639 0.00599876 0.00499254 0.00397515 0.00287698
internal_count=3121 2606 2296 329 1967 1903 1756 1650 1412 1016 594
is_linear=0
shrinkage=0.00966451


Tree=2523
num_leaves=11
num_cat=0
split_feature=48 16 11 2 4 43 13 151 42 0
split_gain=5.81256e-05 0.000105409 0.000116966 0.000116245 0.000147518 0.000100659 8.35588e-05 0.000138539 0.000119363 8.22845e-05
threshold=0.12879500000000002 -0.48836499999999994 1.0000000180025095e-35 0.10644500000000001 0.053925000000000008 0.084740000000000024 -0.0034749999999999994 -0.0064299999999999991 0.086325000000000013 -0.10096999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 8 -8 -3 -9
right_child=-2 2 -4 4 -6 -7 7 9 -10 -11
leaf_value=0.0026936817727340355 -0.0023677900719078966 0.0029947727365952485 -0.0033565778140449429 0.0037022503761905048 -0.0011232261841743845 -0.0033642822941571679 0.001864178043410464 -0.00029922197885511032 -0.0010877353059662045 -0.0039458062148050223
leaf_weight=0.0015386040368488936 0.0010239404509417632 0.0017578045321061872 0.0010928225994492604 0.0018186358312214631 0.0010517732961234996 0.0010925852059215854 0.0012013519892090374 0.0011647662581051321 0.0013182561531905369 0.0014753146251166339
leaf_count=253 90 700 194 256 189 192 86 75 748 338
internal_value=0 0.000166689 -0.000158037 0.00016322 0.0019341 -0.000471375 -1.44538e-05 -0.00102313 0.0012452 -0.00233698
internal_weight=0 0.0135119 0.0119733 0.0108805 0.00287041 0.00801008 0.00691749 0.00384143 0.00307606 0.00264008
internal_count=3121 3031 2778 2584 445 2139 1947 499 1448 413
is_linear=0
shrinkage=0.0102561


Tree=2524
num_leaves=16
num_cat=0
split_feature=14 453 16 13 13 132 124 0 13 0 15 4 1 16 1
split_gain=0.000426161 0.000191541 0.000252059 0.000187981 0.000260351 0.000180213 0.000173385 0.000251927 0.000226926 0.000182516 0.000219419 0.000224194 0.00027512 0.000138164 3.87457e-05
threshold=0.062655000000000016 1.0000000180025095e-35 -0.48836499999999994 -0.49353499999999995 -0.23438999999999996 0.081465000000000024 -0.043384999999999993 -0.053834999999999994 0.038215000000000006 -0.074229999999999977 -0.11713499999999999 0.0061450000000000003 0.088485000000000022 -0.094359999999999986 0.077845000000000011
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 -6 9 -9 10 -8 12 -12 -13 -10
right_child=-2 -3 3 4 5 -7 7 8 14 -11 11 13 -14 -15 -16
leaf_value=0.00067946914024094509 -0.0011073258830980471 -0.0006999439935931192 -0.00071478949404584987 0.00083548339806507606 0.00059908130701998475 0.00065791695543199907 -0.00080878024794973989 -0.0010190897818853173 -0.00038004719325054605 0.00063623245689867908 0.00019605954013895415 -4.4639976534731893e-05 -0.00086372939045962799 0.00077689781039692331 8.828187378919797e-05
leaf_weight=0.0019085333026297576 0.0010351374464091503 0.0010046378872698427 0.0010156814137385296 0.0012046192714758571 0.0010817190402230637 0.0011299126843321442 0.0010369910939230682 0.0015298577083988551 0.0010500642585427045 0.0013180397410270765 0.0017353472812392393 0.0010485716245166076 0.0012980070348897893 0.0015204058304181707 0.0010928880472458324
leaf_count=232 104 79 42 81 169 231 132 197 36 312 978 97 249 77 105
internal_value=0 3.99041e-05 8.12648e-05 1.01849e-05 5.9123e-05 -8.4418e-06 -6.76719e-05 -0.000129686 -0.000506875 4.44089e-05 -7.308e-05 6.30981e-05 -0.000257436 0.000441573 -0.000141203
internal_weight=0 0.0189753 0.0179706 0.0160621 0.0150464 0.0138418 0.0127119 0.0116302 0.00367281 0.00795736 0.00663932 0.00560233 0.00303335 0.00256898 0.00214295
internal_count=3121 3017 2938 2706 2664 2583 2352 2183 338 1845 1533 1401 1227 174 141
is_linear=0
shrinkage=0.00174112


Tree=2525
num_leaves=17
num_cat=0
split_feature=14 124 123 4 484 48 52 12 13 3 0 150 0 43 2 15
split_gain=0.000365204 0.000329312 0.000301405 0.000329075 0.000291621 0.000231473 0.000278892 0.000365037 0.000410887 0.000225267 0.000255212 0.000595881 0.000246181 0.000439971 0.000203625 0.000114046
threshold=0.062655000000000016 0.10195500000000002 1.0000000180025095e-35 -0.49405499999999997 -0.0068949999999999992 0.12737000000000001 0.11434500000000002 -1.0000000180025095e-35 -0.23438999999999996 -0.12018999999999998 -0.23091999999999999 0.087380000000000013 -0.10096999999999999 -0.074359999999999996 0.092120000000000021 -0.10203999999999998
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 14 -11 12 15 -14 -10 -12
right_child=-2 -3 -4 4 5 -7 -8 8 9 10 11 -13 13 -15 -16 -17
leaf_value=-0.00090097152532046722 -0.00098825663532630097 0.00096849119845108123 0.00073221429750708247 -0.00088540659264867909 -0.00072078804225629361 -0.00065186127291367256 -0.00057050842329471943 0.0012915247306626097 0.00012227264468193361 0.00076709712461136409 8.9654842852645322e-05 -0.0012473607967010262 0.00032961554191023333 -0.00097760525468717965 0.0010859246184758511 0.00077061867706036073
leaf_weight=0.0012517802781887776 0.0010273199553867398 0.0010048815761701238 0.0014021607007524512 0.0010020544161231893 0.0011261869887912628 0.0012236797842424827 0.0015193251841665286 0.0010199673322380783 0.0011848362166279039 0.0011640354800803721 0.0011933777681726598 0.0010395378636411934 0.0017566322152855057 0.0012231848788910229 0.0012749084009896494 0.0016290523150499503
leaf_count=140 104 42 234 444 135 58 342 65 64 44 54 136 350 783 79 47
internal_value=0 3.48298e-05 -1.45223e-05 -7.39846e-05 -1.06955e-05 4.63885e-05 0.000106854 0.000188455 0.000277609 0.000178793 4.26991e-05 -8.05473e-05 0.0001285 -0.000206985 0.000621742 0.000482694
internal_weight=0 0.0200156 0.0190107 0.0176086 0.0163568 0.0153547 0.014131 0.0126117 0.0114855 0.0104656 0.00800582 0.00684179 0.00580225 0.00297982 0.00245974 0.00282243
internal_count=3121 3017 2975 2741 2601 2157 2099 1757 1622 1557 1414 1370 1234 1133 143 101
is_linear=0
shrinkage=0.00167351


Tree=2526
num_leaves=14
num_cat=0
split_feature=1374 457 484 1 15 42 3 151 4 403 1 4 43
split_gain=0.000221284 0.000256098 0.000238652 0.000156251 0.000238208 0.000220227 0.000204975 0.000140324 0.000190697 9.42531e-05 0.000134921 9.3569e-05 8.1094e-05
threshold=-0.094929999999999987 0.088350000000000026 -0.0068949999999999992 0.12811000000000003 0.095175000000000023 0.092395000000000019 0.11296500000000002 -0.0077149999999999988 0.15285000000000001 0.03138500000000001 0.086560000000000012 -0.15764999999999998 0.070450000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 7 -5 -4 9 10 11 12 -9
right_child=1 -3 3 6 -6 -7 -8 8 -10 -11 -12 -13 -14
leaf_value=-0.00073479038648623064 -0.00078645442723791477 0.00077180836811303519 -0.00028051226653470171 0.00085577053320967341 -0.00076711643801059468 -0.00053464351768104041 -0.0001225885624430841 5.7202264589768198e-05 0.00065114382676714809 0.00048061769256302881 -0.00038957129241499051 -0.00013465884996212272 0.00069876261482415688
leaf_weight=0.0010693640082308766 0.0010229106943415644 0.001181434028570994 0.0019872547035531271 0.0013029895345229572 0.0011032903545029485 0.0016250443188227876 0.0010338144381036862 0.0010376895429916591 0.0019751490107351999 0.0012439027609983467 0.0017930710981570036 0.0016627764220187094 0.0010847931850506143
leaf_count=55 481 119 249 122 288 319 105 47 135 186 332 666 17
internal_value=0 3.33417e-05 -1.83661e-05 3.12047e-05 -3.65381e-05 2.84144e-05 0.000422939 0.000113257 0.000202206 7.22309e-05 -1.88346e-05 0.000156783 0.000385101
internal_weight=0 0.0180541 0.0168727 0.0158498 0.013513 0.0124097 0.0023368 0.0107846 0.00879738 0.00682223 0.00557833 0.00378526 0.00212248
internal_count=3121 3066 2947 2466 2239 1951 227 1632 1383 1248 1062 730 64
is_linear=0
shrinkage=0.0016407


Tree=2527
num_leaves=12
num_cat=0
split_feature=133 0 52 4 12 47 13 12 48 0 1
split_gain=5.35763e-05 8.61303e-05 8.56468e-05 7.64469e-05 8.62045e-05 8.0644e-05 0.000123832 0.000113355 0.000112623 0.000101405 8.08897e-05
threshold=0.10622000000000002 1.0000000180025095e-35 0.096795000000000006 -0.059649999999999988 0.08401500000000002 0.087235000000000021 -0.099939999999999987 0.090840000000000018 0.085875000000000021 -0.17169499999999996 0.12456000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 -5 8 9 -8 -7
right_child=-2 2 -4 5 -6 10 7 -9 -10 -11 -12
leaf_value=-0.0046578140648473347 -0.0025710506337728993 0.00029433558820248965 0.0047614584562093052 0.0046243490702354119 9.0838564624548803e-05 -0.0030179171175963261 0.0054189086020944594 -0.0032818508577402575 -0.0013832896109421374 0.00061563093388877982 0.00098124058463028947
leaf_weight=0.0010545742246266957 0.001057772913419029 0.0014058947574383746 0.001033652764222126 0.0010689282043938632 0.0010678331711730972 0.0017347921908652635 0.0010579290810227037 0.0010276898488936195 0.0015622019575323026 0.0014408382088930325 0.0011790749968698224
leaf_count=151 435 244 50 172 639 268 72 326 159 562 43
internal_value=0 0.000181263 0.00218709 -0.000255879 -0.00226866 0.000215041 0.000979156 0.000213444 0.00109798 0.00264924 -0.00139969
internal_weight=0 0.0136334 0.00243955 0.0111939 0.00212241 0.00907145 0.00615759 0.00508866 0.00406097 0.00249877 0.00291387
internal_count=3121 2686 294 2392 790 1602 1291 1119 793 634 311
is_linear=0
shrinkage=0.011781


Tree=2528
num_leaves=10
num_cat=0
split_feature=4 0 1 13 15 3 2 15 15
split_gain=5.53125e-05 0.000118446 8.94738e-05 7.55442e-05 0.000136089 0.00014536 0.000154446 0.000144379 6.19991e-05
threshold=-0.49405499999999997 -1.0000000180025095e-35 0.077565000000000009 -0.094514999999999988 0.035560000000000008 0.10893000000000001 0.090545000000000014 -0.055554999999999993 0.083195000000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 8 -4 5 6 7 -5 -2
right_child=1 -3 3 4 -6 -7 -8 -9 -10
leaf_value=-0.0021345969245283197 -0.004003420029581586 0.0027836517411192587 0.0022803796962196283 -0.0019945634657205294 -0.0034875074447068785 -0.0022248902993512354 0.0040577084786228273 0.0025485363441020252 -0.00030671367458857236
leaf_weight=0.0012772906593734078 0.001065859787020648 0.0017423752049030546 0.0016932213306050095 0.0018053631049824697 0.0012149699096592054 0.0017626189206012555 0.0016068934167201886 0.0014251940074151157 0.0010023138298289637
leaf_count=156 822 186 231 250 318 82 215 132 729
internal_value=0 0.000189923 -0.000200461 0.000237045 -0.000205667 0.000398468 0.00135434 9.67246e-06 -0.00221186
internal_weight=0 0.0133188 0.0115764 0.00950826 0.00781504 0.00660007 0.00483745 0.00323056 0.00206817
internal_count=3121 2965 2779 1228 997 679 597 382 1551
is_linear=0
shrinkage=0.0106704


Tree=2529
num_leaves=11
num_cat=0
split_feature=2 52 52 4 15 15 1 2 42 13
split_gain=5.31442e-05 4.90843e-05 0.000109904 0.000118412 0.000140531 0.000147596 0.000147044 0.000323716 0.000133388 0.000126202
threshold=-1.0000000180025095e-35 0.19022000000000003 0.11008000000000001 -0.35136499999999998 -0.016799999999999995 1.0000000180025095e-35 0.11181500000000001 0.098035000000000011 0.081660000000000024 -0.061684999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 7 -5 -7 -8
right_child=1 -3 -4 4 5 8 9 -9 -10 -11
leaf_value=0.0028828491028520704 -0.0038641097296093475 -0.0029037036284678295 0.0041180996376945665 -0.0026763717152449903 0.0053269735194123617 -0.0026468623899548452 -0.00037510516939724117 0.006912991431796022 0.0032075713118543017 -0.0065596966986275814
leaf_weight=0.0010729142553203537 0.001551006711798533 0.0011632218571452696 0.0010845089905783109 0.0017857519509577348 0.0015390411445664167 0.0015031214272174017 0.0011035063430559003 0.0010089321282698493 0.0013553626424893314 0.0013355224292806583
leaf_count=199 187 348 162 504 220 513 160 305 423 100
internal_value=0 -0.000246959 4.97314e-06 -0.000393938 0.000164896 0.00194821 -0.0013335 0.000785564 0.000129043 -0.00376156
internal_weight=0 0.01343 0.0122668 0.0111822 0.00963124 0.00439753 0.00523371 0.00279468 0.00285848 0.00243903
internal_count=3121 2922 2574 2412 2225 1156 1069 809 936 260
is_linear=0
shrinkage=0.0135326


Tree=2530
num_leaves=18
num_cat=0
split_feature=1213 13 1374 457 484 160 50 13 3 1 2 52 15 47 43 43 15
split_gain=0.000438103 0.00032133 0.000312485 0.00029841 0.000359567 0.000256749 0.000310793 0.000303583 0.000219191 0.000328982 0.000218251 0.000321059 0.000183584 0.000168704 0.000230886 0.000120022 0.000114589
threshold=-1.0000000180025095e-35 -0.53104499999999988 -0.094929999999999987 0.088350000000000026 -0.0068949999999999992 -0.23055499999999998 0.099210000000000007 -0.39067499999999994 0.10893000000000001 0.12958500000000003 0.096540000000000015 -0.087769999999999987 -0.069954999999999989 0.092710000000000015 -1.0000000180025095e-35 -0.061959999999999994 -0.087894999999999987
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 -4 -6 7 -7 9 10 11 -9 -12 14 -13 -14 -16
right_child=1 2 3 -5 5 6 -8 8 -10 -11 12 13 15 -15 16 -17 -18
leaf_value=-0.0011156957818313957 -0.000902545442686523 -0.00075556403909710827 -0.00087644797255425678 0.00088452327171465318 -0.00067580027854418669 0.00095100758635819152 0.0011148880909762932 -0.0010385634407323666 -0.00051641692960971593 0.00094847302721720258 0.00091775932774285291 -0.00027265579883445292 0.00048132274226237647 -0.00060808509962147347 0.00097113113901698507 -0.00028628497134006967 0.00018511663977131623
leaf_weight=0.0010053249117083695 0.0010060857818179293 0.0012049265499527442 0.0010767667588376653 0.001451610391727076 0.0010428617887367582 0.0012083423992037502 0.0010092700155706425 0.0010145613762270866 0.0016915709936782255 0.00130404483619236 0.0011882976575503801 0.0018490441261715391 0.0011820308643250566 0.0010146485430183039 0.0010035127518948639 0.0011921126473435281 0.0011711292238860854
leaf_count=491 35 55 461 114 286 75 93 222 63 96 213 435 76 56 31 162 157
internal_value=0 3.83024e-05 8.65853e-05 0.000141734 7.81143e-05 0.000142875 0.000200451 0.000133666 5.53509e-05 0.000143926 3.48123e-05 -0.000162483 0.000370034 1.39317e-05 0.000170785 9.58891e-05 0.000547832
internal_weight=0 0.0206108 0.0196047 0.0183998 0.0169482 0.0158714 0.0148286 0.0138193 0.012611 0.0109194 0.00961534 0.0060529 0.00356244 0.00503833 0.00402369 0.00237414 0.00217464
internal_count=3121 2630 2595 2540 2426 1965 1679 1586 1511 1448 1352 901 451 679 623 238 188
is_linear=0
shrinkage=0.00170698


Tree=2531
num_leaves=10
num_cat=0
split_feature=41 3 1 3 12 15 133 3 2
split_gain=6.1547e-05 6.43718e-05 7.91148e-05 0.000126499 0.000146151 9.21923e-05 9.37836e-05 7.08806e-05 5.66826e-05
threshold=1.0000000180025095e-35 -0.12018999999999998 0.094385000000000011 0.083060000000000009 0.085885000000000017 -0.0058549999999999991 0.083950000000000011 0.13524500000000003 0.11215000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 -3 -7 8 -5
right_child=-2 2 3 7 -6 6 -8 -9 -10
leaf_value=0.0021065013606361002 -0.0024571205548507462 -0.0030603630669382154 0.005706815339874949 -5.8953408502663665e-05 0.00029251366899884899 -0.0016690624085617151 0.0019321017034648357 0.0016095936543162187 -0.0035613156100105397
leaf_weight=0.0018773753341117328 0.00116743866329136 0.0018876912967196735 0.0010997067885116871 0.0011857717807028934 0.0013924365809635381 0.0019587208658123322 0.0016353947516170014 0.0011808014048304005 0.0010957572231458101
leaf_count=221 173 895 248 75 228 737 332 168 44
internal_value=0 0.000201274 -0.000111487 0.000774459 0.00268168 -0.00107382 -3.04605e-05 -0.000598335 -0.00174104
internal_weight=0 0.0133137 0.0114363 0.00595447 0.00249214 0.00548181 0.00359412 0.00346233 0.00228153
internal_count=3121 2948 2727 763 476 1964 1069 287 119
is_linear=0
shrinkage=0.0111015


Tree=2532
num_leaves=17
num_cat=0
split_feature=1213 13 1374 160 474 13 52 16 13 0 151 457 12 13 0 1
split_gain=0.000528017 0.00036751 0.000297577 0.00026036 0.000451062 0.000316173 0.000263879 0.00025834 0.000315861 0.000240297 0.000237942 0.000429198 0.0002813 0.000197824 0.000227807 0.000103741
threshold=-1.0000000180025095e-35 -0.53104499999999988 -0.094929999999999987 -1.0000000180025095e-35 0.084660000000000027 -0.39067499999999994 -0.40306999999999998 0.23311500000000004 0.18141000000000002 -0.060129999999999996 -0.0083949999999999979 0.045365000000000009 0.092355000000000007 -0.076384999999999995 -0.14454499999999995 0.08844500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 9 -5 -7 8 10 -4 11 -8 13 15 -15 -12
right_child=1 2 3 5 -6 6 7 -9 -10 -11 12 -13 -14 14 -16 -17
leaf_value=-0.0012104970402584932 -0.000939862727429579 -0.00074544541800627365 -0.00094234205485436073 0.0011516415231334644 0.00055659463319373582 -0.00058524334598891042 -0.00099441643949975292 0.001037347743589961 -0.00068837869574234212 8.5140500632491071e-05 0.00065995203358997423 0.00053946390697892708 -0.00019741944975108514 0.00089778423311511282 -4.2002996747100073e-06 0.0014136994022664138
leaf_weight=0.0010196098027481599 0.0010403761836936766 0.0011369128763116789 0.0019428378264653469 0.001094274476558626 0.0015058652658661575 0.0011477111497383259 0.0010408676674370535 0.0011589073063509323 0.0010749654638296463 0.0010069588042094886 0.0010860249637566466 0.0010862393058772984 0.0015697022101642671 0.0013806204225053072 0.0019945718882695019 0.0010430615166966885
leaf_count=491 35 55 565 75 210 294 115 73 74 100 139 121 292 63 344 75
internal_value=0 4.83481e-05 0.000101702 0.000154818 -0.000203545 0.000271566 0.000195028 0.000273343 0.000187181 -0.000591595 0.000289473 -0.000211117 0.000439997 0.000621775 0.000364756 0.00102922
internal_weight=0 0.0203099 0.0192695 0.0181326 0.00445566 0.0136769 0.0125827 0.011435 0.0102761 0.0029498 0.00920109 0.00212711 0.00707398 0.00550428 0.00337519 0.00212909
internal_count=3121 2630 2595 2540 875 1665 1590 1296 1223 665 1149 236 913 621 407 214
is_linear=0
shrinkage=0.00170698


Tree=2533
num_leaves=12
num_cat=0
split_feature=1 52 3 0 4 42 52 3 13 15 3
split_gain=5.5827e-05 0.00019806 0.000128738 0.00013807 0.000150833 9.40332e-05 8.51964e-05 0.000204755 7.61843e-05 3.23479e-05 3.15017e-05
threshold=0.10781 0.11434500000000002 0.090900000000000009 -0.084269999999999984 0.053180000000000012 0.086325000000000013 0.0031350000000000002 0.11296500000000002 -0.0034749999999999994 -1.0000000180025095e-35 -0.073884999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 8 7 10 -5 -4 -2
right_child=6 -3 9 5 -6 -7 -8 -9 -10 -11 -12
leaf_value=-0.0040213614424040806 0.0026748896387397319 -0.0038845922783165517 0.003027413684456266 0.0032791493962798018 0.00050245579619218777 -0.0015471842002308389 0.003093754985236616 -0.0026838202192908003 -2.2307197042824394e-05 0.00086200745249350201 0.00065991402425330764
leaf_weight=0.0015411748743408078 0.0012955472888943036 0.0011959823933676587 0.0011160431969230444 0.001154486922639131 0.0010131272039692486 0.0011681428347369914 0.0010369235821892087 0.0013702267466817464 0.0011644066166967338 0.0011741138260948913 0.0012785939611211139
leaf_count=784 123 390 65 268 180 418 146 134 367 65 181
internal_value=0 -0.000418917 7.85787e-05 -0.000618429 -0.00222705 0.000559911 0.000770835 0.000160169 0.00162136 0.00191726 0.00167404
internal_weight=0 0.00952748 0.0083315 0.00604134 0.0025543 0.00348704 0.00498129 0.00394437 0.00231889 0.00229016 0.00257414
internal_count=3121 2537 2147 2017 964 1053 584 438 635 130 304
is_linear=0
shrinkage=0.00910708


Tree=2534
num_leaves=11
num_cat=0
split_feature=11 43 15 0 12 52 457 16 0 15
split_gain=5.15816e-05 7.11942e-05 0.000126047 9.58644e-05 0.00012062 7.9951e-05 8.83122e-05 6.83668e-05 0.000135631 4.77224e-05
threshold=0.081790000000000015 -0.052894999999999991 -0.053579999999999996 -0.019414999999999998 0.088485000000000022 -0.088204999999999992 0.045365000000000009 -0.008904999999999998 -0.10474999999999998 -0.11345499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -3 7 8 9 -7
right_child=-2 5 3 -5 -6 6 -8 -9 -10 -11
leaf_value=0.0042706863713357669 -0.0025339807110483894 -0.0032864889236883426 -0.0046174285555252818 0.0025227847075918173 0.001317590290939715 -0.0015251887883845068 0.002921690897663472 0.0013097755840268299 0.0012364444906595123 -0.005078040613096137
leaf_weight=0.0015407891924233905 0.001124225473306679 0.0013016579942092552 0.0010216079384505403 0.0014068495679326175 0.0010362703217135115 0.0010431378020417381 0.0012871129708962713 0.0018377936331027411 0.0015488360304871723 0.0012469038940752259
leaf_count=652 175 217 315 93 327 124 105 166 847 100
internal_value=0 0.000200406 0.00135402 5.69617e-05 -0.00162878 -0.000498219 2.29591e-05 -0.000634291 -0.00156498 -0.00345968
internal_weight=0 0.013271 0.00500552 0.00346473 0.00205788 0.00826544 0.00696378 0.00567667 0.00383888 0.00229004
internal_count=3121 2946 1387 735 642 1559 1342 1237 1071 224
is_linear=0
shrinkage=0.0122569


Tree=2535
num_leaves=16
num_cat=0
split_feature=14 484 43 40 133 42 12 4 15 39 4 151 3 1 160
split_gain=0.000230667 0.000164054 0.000171311 0.000192414 0.000143276 0.000230305 0.000259837 0.000235577 0.000146958 0.000174611 0.000148779 0.000296119 0.000228661 0.0001523 0.000133915
threshold=0.054835000000000009 0.084040000000000017 0.16180500000000003 -0.074429999999999982 0.095000000000000015 0.08623500000000002 0.088615000000000013 0.09173000000000002 0.084050000000000014 0.097050000000000011 0.41555500000000006 -0.055494999999999996 0.096675000000000011 0.086560000000000012 -0.081639999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 8 -7 -8 9 10 11 -5 13 -13 -3
right_child=-2 14 -4 4 -6 6 7 -9 -10 -11 -12 12 -14 -15 -16
leaf_value=0.00056724437983625366 -0.00076222794793852377 0.00076908338968902665 -0.00065320194932190316 0.00083442845139763955 -0.00056558747637907344 0.00092239468951073637 -0.00046672370473220906 0.00056046866479057985 -0.00070959460699182911 -0.0006683078693632507 -0.00050304028200144624 9.5018850027965283e-05 0.00039251708204291787 -0.00060237043501185702 -1.5965081638693466e-05
leaf_weight=0.0014457273087016475 0.0010279169124352552 0.0012815470315977115 0.0010840235894373626 0.0012189859640325783 0.0012637117636874447 0.0013022278923751395 0.0012085605945528731 0.001106636925024565 0.0010071353413808265 0.0010726720265104017 0.0011701839703177619 0.0014199906011942084 0.0019416920615169531 0.0018868226225775345 0.0010015916918750803
leaf_count=204 110 252 200 166 453 227 326 54 333 48 75 292 112 165 104
internal_value=0 1.96637e-05 -3.43246e-05 7.48934e-06 -4.79442e-05 1.1114e-06 0.000347579 2.42621e-05 -0.000127864 -6.06016e-05 2.47476e-05 0.000120242 -4.56307e-05 -0.000302902 0.00042469
internal_weight=0 0.0194115 0.0171284 0.0160443 0.0145986 0.0133349 0.00361743 0.0023152 0.00971748 0.00871035 0.00763768 0.00646749 0.00524851 0.00330681 0.00228314
internal_count=3121 3011 2655 2455 2251 1798 607 380 1191 858 810 735 569 457 356
is_linear=0
shrinkage=0.00160853


Tree=2536
num_leaves=16
num_cat=0
split_feature=14 123 4 484 12 13 1 42 3 0 2 2 2 2 4
split_gain=0.000327268 0.000174203 0.000308383 0.000225287 0.000191173 0.000441177 0.000289344 0.000368953 0.000234677 0.000247552 0.000287187 0.000234036 0.000220328 0.000159816 6.42089e-05
threshold=0.054835000000000009 1.0000000180025095e-35 -0.51843499999999987 -0.0068949999999999992 -0.040564999999999997 -0.28558999999999996 0.12873500000000002 0.091735000000000025 -0.12018999999999998 -0.082974999999999979 0.092365000000000017 0.092120000000000021 0.089885000000000007 0.080205000000000012 0.27834500000000006
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 11 10 12 -7 13 -10 -12
right_child=-2 -3 3 4 5 6 -8 -9 9 -11 14 -13 -14 -15 -16
leaf_value=-0.00095483204242956168 -0.0010240600313629472 0.00064090153125671639 -0.00077342483926036594 -0.00060783951736417222 0.0012152678594657756 5.4978106980227175e-05 0.00077002713723484865 -0.00092814102347259263 0.00046372671542196551 -0.00068206961593466199 -0.00072302587029463114 0.0012234703611304185 0.0010563393283368888 -0.00045104769197877636 -8.7107072170294729e-05
leaf_weight=0.0010763997928195891 0.0010070282479368023 0.0015966834355833374 0.0010268082211451436 0.0011438879090716293 0.0012743834394048871 0.0012445036190576837 0.0017857719199993452 0.0013733382647657328 0.0017179706014096075 0.001714267080564753 0.0011685791393505757 0.0011045550824902439 0.0012300103775839955 0.0010508097959622312 0.0010110607581896858
leaf_count=51 110 257 454 139 67 61 72 399 134 587 125 112 58 447 48
internal_value=0 5.60901e-05 3.98988e-06 6.52554e-05 0.000119693 0.000176402 7.76092e-05 -2.88471e-05 9.17411e-05 -6.08437e-05 0.000111522 0.000604417 0.000405626 0.000116551 -0.000428045
internal_weight=0 0.019519 0.0179223 0.0168459 0.0158191 0.0146753 0.0134009 0.0116151 0.0102418 0.0078927 0.00617843 0.00234906 0.00399879 0.00276878 0.00217964
internal_count=3121 3011 2754 2703 2249 2110 2043 1971 1572 1399 812 173 639 581 173
is_linear=0
shrinkage=0.00184769


Tree=2537
num_leaves=16
num_cat=0
split_feature=147 484 15 11 403 160 52 12 1 12 12 13 16 4 3
split_gain=0.000159712 0.000214553 0.000164514 0.000208305 0.000185991 0.00017912 0.000219069 0.000189583 0.000145554 0.000208226 0.000205409 0.000131072 0.000219503 0.000213373 0.000177711
threshold=0.089025000000000007 -0.0068949999999999992 -0.24436499999999997 0.081005000000000008 0.090990000000000015 -0.091944999999999985 0.10347000000000002 -0.029094999999999999 0.13021500000000003 0.10193000000000001 0.09202500000000001 -0.099939999999999987 -0.094359999999999986 0.0061450000000000003 -0.082094999999999987
decision_type=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 -9 -13 14 -14
right_child=-2 2 3 -5 -6 6 -8 8 -10 -11 -12 12 13 -15 -16
leaf_value=-0.00076214993461880829 0.00061994506931092571 0.00055443910430883489 -0.0006393689229096225 -0.00079813929084645869 -0.00067328631554625334 -0.00054937122660803463 0.00069622093240949087 0.00056298211905326091 0.00072543747596667124 -0.0006673822368014078 0.000737760997780164 -0.00063945972211160585 0.00024700239883735861 0.00073132948514361199 -0.00068166212683044641
leaf_weight=0.0011459046443303379 0.0011096302790423547 0.0014329876487760773 0.0010007866697852525 0.0010137322437780419 0.001101060353405286 0.0014551561005951537 0.0016238483541643487 0.0010298774090966578 0.0010080097605076341 0.0010632013328006756 0.0013689518883025498 0.0015571529786004715 0.0013748256947350229 0.0011573603229221296 0.0010659393180287257
leaf_count=492 124 222 323 138 213 181 135 57 39 121 263 101 483 48 181
internal_value=0 -4.69005e-05 6.05033e-07 -4.9562e-05 1.69076e-06 5.5918e-05 0.000110689 2.48796e-05 0.000111695 3.99023e-05 0.000139449 7.02528e-06 -0.000104039 0.000127674 -0.000158567
internal_weight=0 0.0183988 0.0172529 0.0158199 0.0148062 0.0137051 0.0127043 0.0110805 0.00962532 0.00861731 0.00755411 0.00618516 0.00515528 0.00359813 0.00244077
internal_count=3121 2997 2505 2283 2145 1932 1609 1474 1293 1254 1133 870 813 712 664
is_linear=0
shrinkage=0.00170698


Tree=2538
num_leaves=16
num_cat=0
split_feature=1374 457 484 15 11 51 0 52 0 2 47 0 2 16 3
split_gain=0.000167296 0.000387844 0.000242773 0.000193178 0.000224062 0.000161523 0.000214126 0.000307668 0.00024275 0.000312527 0.000187282 0.000212075 0.000213459 0.000131888 0.000119011
threshold=-0.094929999999999987 0.088350000000000026 -0.0068949999999999992 -0.24436499999999997 0.081005000000000008 0.081440000000000026 0.18019500000000002 0.10160000000000001 -0.060129999999999996 0.097605000000000011 0.092530000000000015 -0.083914999999999976 0.084055000000000005 -0.090344999999999995 -0.073884999999999992
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 14 11 12 -5 -7 -10
right_child=1 -3 3 4 -6 13 -8 -9 9 -11 -12 -13 -14 -15 -16
leaf_value=-0.00069529785095922691 -0.00087617912616721268 0.00099611125175349158 0.00065438624772974987 0.00060147958358086205 -0.00086414031219244952 0.00095854690576165319 0.00070382240674282518 -0.00093691314635417687 0.00039586406002517824 0.0012186399214092307 -0.00083392626126082723 -0.00075779180031628434 -0.00027220878043917392 4.1782053614567498e-05 -0.00043231184611048035
leaf_weight=0.0010691342488660096 0.0010451652713224782 0.0012995415238069357 0.0014548322532769884 0.0017524506712199577 0.001002748019209688 0.0010087953041494069 0.0010967354381937753 0.0013743756773350888 0.001212692900706358 0.0010060051109190282 0.0013305801742904619 0.001115121865382266 0.0019262021641574061 0.0010518284251513259 0.0010733081507317017
leaf_count=55 481 119 225 154 139 103 24 321 46 88 125 527 457 196 61
internal_value=0 4.14135e-05 -2.96816e-05 2.42466e-05 -3.70708e-05 2.23884e-05 -5.87719e-05 -0.00013628 -1.94222e-05 0.000377282 -0.000232662 -6.5772e-05 0.000144002 0.000490592 7.02437e-06
internal_weight=0 0.0187504 0.0174508 0.0164057 0.0149508 0.0139481 0.0118875 0.0107907 0.00941636 0.00329201 0.00612435 0.00479377 0.00367865 0.00206062 0.002286
internal_count=3121 3066 2947 2466 2241 2102 1803 1779 1458 195 1263 1138 611 299 107
is_linear=0
shrinkage=0.00181146


Tree=2539
num_leaves=19
num_cat=0
split_feature=14 13 13 484 1 12 0 3 453 16 475 160 52 0 12 0 48 16
split_gain=0.00055154 0.000390709 0.000382516 0.000257867 0.000218545 0.000379071 0.00025768 0.000232242 0.000217177 0.000228718 0.000187621 0.000283266 0.000253521 0.000179595 0.000154322 0.000223364 0.000199459 2.39547e-05
threshold=0.076175000000000007 -0.53104499999999988 -0.39067499999999994 -0.0068949999999999992 0.12811000000000003 0.092355000000000007 -0.053834999999999994 -0.086554999999999979 1.0000000180025095e-35 -0.42170999999999997 -0.048844999999999993 -1.0000000180025095e-35 0.096795000000000006 -0.077809999999999976 0.088305000000000008 -0.10151999999999999 0.086260000000000017 -0.0094449999999999968
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 8 -6 13 9 -5 -11 -12 14 -7 15 16 -13 -17
right_child=-2 2 3 4 6 7 -8 -9 -10 10 11 12 -14 -15 -16 17 -18 -19
leaf_value=-0.00094689640903732779 -0.0011989908001863614 0.00093133214462289308 -0.00068634647437627199 0.00085293213162849525 0.0010380033228136413 -0.00066487754151081625 -3.929635341335723e-06 -0.0010642666633919743 -0.00057076070351353217 0.00076584602497416047 -0.00077288825015504111 0.0006695405661547014 0.00079766369889742485 0.00024167544141009723 0.0005001373052600038 -0.00036228668015913921 -0.00022335616733370816 -0.00072098451300491376
leaf_weight=0.001017329559361623 0.0010027166915106958 0.0013729962504043227 0.0012476317740275833 0.0013439612148636792 0.0013085564884249348 0.0010718932579275257 0.0012485987491675571 0.0011549854833505365 0.0010249290191672875 0.0011048650701914178 0.0010002935638847455 0.0012281589992493283 0.0013592054882189952 0.0013037456601329815 0.0013637645875932483 0.0010008195631206205 0.0014910800772387489 0.0010038831613133261
leaf_count=34 101 107 473 155 76 106 90 477 60 210 230 53 75 122 229 347 57 119
internal_value=0 4.56968e-05 9.46462e-05 3.49897e-05 8.49634e-05 1.1436e-05 0.000529252 -0.00046077 0.000151289 0.000219208 0.000130044 4.68836e-05 0.000156998 -0.000167363 1.39563e-05 -0.0001264 0.000179925 -0.00054191
internal_weight=0 0.0216467 0.0206294 0.0192564 0.0180087 0.0154516 0.00255716 0.00353062 0.011921 0.010896 0.00955207 0.00844721 0.00744691 0.00237564 0.00608771 0.00472394 0.00271924 0.0020047
internal_count=3121 3020 2986 2879 2406 2240 166 705 1535 1475 1320 1110 880 228 805 576 110 466
is_linear=0
shrinkage=0.0016407


Tree=2540
num_leaves=11
num_cat=0
split_feature=41 484 51 52 52 49 13 151 4 4
split_gain=5.55367e-05 7.24607e-05 8.97001e-05 7.38491e-05 7.61151e-05 0.000103162 0.000182363 0.0001141 0.000165911 0.000243509
threshold=0.078065000000000009 0.084040000000000017 0.10027500000000002 0.11434500000000002 0.091275000000000009 -0.081404999999999991 0.0076650000000000008 -0.0083949999999999979 0.076415000000000025 -0.077679999999999985
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -7 9 -9
right_child=-2 -3 -4 -5 -6 6 -8 8 -10 -11
leaf_value=0.0022291061152439045 -0.0028942494569554594 0.0027187558637003046 0.0027332848994757577 -0.0035259971597731547 0.0027205296174330155 -0.0036098441817661456 -0.0051400777349937211 0.0034075387424932768 0.0046967378593657143 -0.0046471438048905356
leaf_weight=0.001634335432304638 0.0010150102400061636 0.001632698841381377 0.0015395833613644416 0.0012099068045201755 0.0012729153226428988 0.0011754650056447257 0.0015692927148620289 0.0011196981425224668 0.0012666661303868858 0.0013417555297921726
leaf_count=156 154 357 238 263 195 240 298 541 217 462
internal_value=0 0.000196679 -0.000142803 -0.00056093 -0.000178477 -0.000633651 -0.00135647 -0.0001456 0.000946666 -0.000983125
internal_weight=0 0.0137623 0.0121296 0.01059 0.00938013 0.00810721 0.00647288 0.00490358 0.00372812 0.00246145
internal_count=3121 2967 2610 2372 2109 1914 1758 1460 1220 1003
is_linear=0
shrinkage=0.0127521


Tree=2541
num_leaves=12
num_cat=0
split_feature=133 3 50 3 4 47 51 15 15 3 4
split_gain=5.84205e-05 6.78157e-05 8.00748e-05 0.000115258 9.25608e-05 0.000103467 0.000125297 0.000139088 0.000107376 9.4036e-05 0.000192785
threshold=0.10622000000000002 0.16158000000000003 0.083090000000000011 -0.15447499999999995 -0.35136499999999998 0.092530000000000015 -0.076794999999999988 -0.10091499999999999 -0.094329999999999983 0.090900000000000009 -0.0029599999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6 -8 -7 10 -9
right_child=-2 -3 -4 4 5 8 7 9 -10 -11 -12
leaf_value=0.0041623776892364657 -0.0027140251153962803 0.0030223398566126213 -0.002676582189518488 -0.0033690772036390447 -0.0022732767910390874 -0.0046839274248939916 0.0056219545576389604 0.0024389538176267148 0.00078012464976129423 0.0036397264318738104 -0.0036051722677708574
leaf_weight=0.0010118262900096911 0.00107233502598979 0.0011268669044076076 0.001483250346816887 0.0011077262882992515 0.0013299485317583778 0.00106928901851843 0.001116814301069826 0.0017051039463198308 0.0010097277641564484 0.0012548898058994951 0.0013777587098570334
leaf_count=164 435 149 461 106 297 119 226 787 84 60 233
internal_value=0 0.000199288 -5.5895e-05 0.000298025 -9.41073e-05 0.000315184 0.00103388 0.00184025 -0.00203017 0.000866593 -0.00026222
internal_weight=0 0.0135932 0.0124663 0.0109831 0.00997126 0.00886353 0.00678452 0.00545457 0.00207902 0.00433775 0.00308286
internal_count=3121 2686 2537 2076 1912 1806 1603 1306 203 1080 1020
is_linear=0
shrinkage=0.0120166


Tree=2542
num_leaves=16
num_cat=0
split_feature=1213 1374 457 1 52 15 4 0 1 51 4 2 15 47 3
split_gain=0.000470039 0.000230881 0.000279959 0.000233956 0.000341386 0.000294161 0.000237363 0.000383181 0.00021699 0.000219394 0.000246855 0.00021185 0.000127391 0.000144707 0.000214515
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.088350000000000026 0.11323000000000001 0.11434500000000002 0.091650000000000023 -0.49405499999999997 -0.057069999999999989 1.0000000180025095e-35 -0.076794999999999988 -1.0000000180025095e-35 0.099515000000000006 -0.016799999999999995 0.085770000000000027 0.10542000000000001
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 -3 8 -8 -10 -11 -12 13 -5 -15
right_child=1 2 -4 12 -6 -7 7 -9 9 10 11 -13 -14 14 -16
leaf_value=-0.001191802540357875 -0.00075347546990632737 -0.00054957716695591468 0.00087028430482183404 0.00064559618665466808 -0.00087410432385365299 -0.00089265541865680335 -0.00066355203625046452 0.0009179114925332376 -0.00056768777605446363 0.00085441444787715405 -0.0005492643262869516 0.00056195233661673286 0.00080230550508641346 0.00045432792310903699 -0.00062613673051158916
leaf_weight=0.0010268520853522435 0.001090305821102251 0.0014740019767109916 0.0013369406038198145 0.0013057196080845726 0.0015887436554820411 0.0010308259233793452 0.0012132752624646513 0.0019210398371111203 0.0010022759851007201 0.0017741067055396034 0.0011759323545208478 0.0010023555139984097 0.0014071880283523805 0.0011428808598572069 0.0011758070247358532
leaf_count=491 55 125 116 240 356 197 772 144 78 219 95 46 51 83 53
internal_value=0 4.0756e-05 8.74355e-05 2.66354e-05 -0.000106421 8.70735e-06 0.000105868 0.000225306 9.58984e-06 0.000174426 0.000362616 -3.79296e-05 0.000348794 0.000172716 -9.35759e-05
internal_weight=0 0.0196414 0.0185511 0.0172142 0.0121826 0.0105938 0.00956299 0.00808899 0.00616795 0.00495467 0.00395239 0.00217829 0.0050316 0.00362441 0.00231869
internal_count=3121 2630 2575 2459 2032 1676 1479 1354 1210 438 360 141 427 376 136
is_linear=0
shrinkage=0.00177594


Tree=2543
num_leaves=15
num_cat=0
split_feature=403 1374 457 484 13 0 1 4 47 43 43 0 0 16
split_gain=0.000139467 0.000123083 0.000295413 0.000230556 0.000165627 0.00026785 0.000295389 0.00025561 0.000206082 0.00019445 0.000163979 0.000144159 0.000324657 7.75921e-05
threshold=0.090990000000000015 -0.08070999999999999 0.088350000000000026 -0.0068949999999999992 -0.49353499999999995 0.062580000000000011 1.0000000180025095e-35 -0.033174999999999989 0.092530000000000015 -0.074359999999999996 -0.072864999999999985 -0.15202999999999997 -0.10607499999999999 0.16703000000000004
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 10 11 -10 -8 -9 -13 -7
right_child=-2 2 -4 4 5 13 7 8 9 -11 -12 12 -14 -15
leaf_value=-0.00052927968617791225 -0.00062042526281449052 -0.00079717990987996398 0.00086872394328593814 -0.00061042592948926545 -0.00062227300382770184 0.00034543877369967951 0.00013329292226247141 0.00013744452347930016 0.00037026213501577346 -0.0005520420711488908 -0.00075379673613076294 0.0015043125220132441 0.00026210354176816014 0.00099708938980840045
leaf_weight=0.0011136109659810592 0.00104911641240141 0.0010054300668087763 0.0012109391048168361 0.0010324552544542778 0.0018867968851621316 0.0011272683390838025 0.0011032702604571454 0.0017023915060246225 0.0013493662053779068 0.001315335528932482 0.0013502856456872603 0.0010519044716332804 0.0014694166956219674 0.0010089232684862282
leaf_count=58 254 464 109 53 1030 81 141 77 49 83 277 99 268 78
internal_value=0 2.01007e-05 5.69253e-05 -6.89661e-06 4.82921e-05 9.91787e-05 -6.22242e-06 0.000118201 0.000286716 -8.50006e-05 -0.000354906 0.000521228 0.000780358 0.000653213
internal_weight=0 0.0177274 0.0166138 0.0154028 0.0143974 0.013365 0.0112288 0.00934197 0.00688841 0.0026647 0.00245356 0.00422371 0.00252132 0.00213619
internal_count=3121 2867 2809 2700 2236 2183 2024 994 576 132 418 444 367 159
is_linear=0
shrinkage=0.00170698


Tree=2544
num_leaves=17
num_cat=0
split_feature=14 124 4 157 160 50 48 3 0 43 484 15 49 0 43 1
split_gain=0.00048189 0.000241494 0.000304343 0.000294809 0.000256777 0.000257748 0.000283176 0.000334467 0.000216375 0.000336556 0.000198348 0.000174389 0.000334178 0.000165326 0.000152755 1.76437e-05
threshold=0.062655000000000016 0.0049200000000000008 -0.49405499999999997 -0.073574999999999988 -1.0000000180025095e-35 0.10030500000000002 0.12230500000000001 -0.12018999999999998 -0.10096999999999999 -0.074359999999999996 0.044540000000000003 -0.095869999999999983 -0.069799999999999987 -0.17169499999999996 -0.09225499999999999 0.091785000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 10 6 7 15 11 14 -5 13 -13 -9 -10 -6
right_child=-2 -3 3 4 5 -7 -8 8 9 -11 -12 12 -14 -15 -16 -17
leaf_value=-0.00063510794168425487 -0.0010407917961091407 0.00075875636733011627 0.00062928260095971948 -0.00087309469057124324 0.00079140835594171746 0.00077614987132578318 -0.0007766625356503546 -0.00058166867049687637 -0.00027303499313906926 -0.00077071053323848155 2.8389411782346328e-05 1.2375729856392585e-05 0.001148136857333081 0.00022950532601849073 0.00047956078661731531 0.00050244067726828436
leaf_weight=0.0016569224035702648 0.0010400791035406467 0.0010536387497057783 0.0019240326598151244 0.0013401031404696373 0.0010094245391059084 0.0011337391813685477 0.0010146741322613071 0.0010581477244640675 0.0013861465351108909 0.0019712038023765839 0.001033189795693442 0.0015947254857843207 0.0010123348140190754 0.0013888532458707914 0.0012051184662533413 0.0010108317792395655
leaf_count=153 104 71 355 409 42 127 49 32 203 826 206 67 64 120 215 78
internal_value=0 3.75776e-05 -9.1701e-07 5.71946e-05 -1.09253e-05 6.99423e-05 6.65669e-06 7.49585e-05 -4.51799e-05 -0.000289266 -0.000480642 0.000175165 0.000453398 -0.000121268 7.69744e-05 0.000646824
internal_weight=0 0.0207931 0.0197394 0.0180825 0.0161585 0.0137852 0.0126515 0.0116368 0.00961653 0.00456247 0.00237329 0.00505406 0.00260706 0.002447 0.00259127 0.00202026
internal_count=3121 3017 2946 2793 2438 1823 1696 1647 1527 1244 615 283 131 152 418 120
is_linear=0
shrinkage=0.00154607


Tree=2545
num_leaves=11
num_cat=0
split_feature=4 0 1 4 16 15 2 3 3 15
split_gain=5.84379e-05 9.92384e-05 9.87988e-05 8.15552e-05 0.00015265 0.00010453 0.000139203 0.000233419 0.000115603 7.00098e-05
threshold=-0.49405499999999997 1.0000000180025095e-35 1.0000000180025095e-35 -0.033174999999999989 -0.070454999999999976 -0.016799999999999995 0.089885000000000007 0.10893000000000001 -0.074084999999999998 0.083195000000000005
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 4 -4 6 8 -8 -5 -2
right_child=1 -3 3 5 -6 -7 7 -9 -10 -11
leaf_value=-0.0026015823361014933 -0.0051112670752092105 0.0030333804973561693 0.0016335545918498983 0.0011712877050963956 -0.0052748961698979207 0.0038744006791265949 0.0048086919331566409 -0.0019695521024586425 -0.0042071447214217456 -0.00037075676236361194
leaf_weight=0.0012997740882912346 0.0010202893366027593 0.0017819509966024187 0.0010170813298944065 0.0011080951835430175 0.0010644539992886275 0.0015755160892361193 0.0019317926018446053 0.0014435036213690244 0.0015715080368395029 0.0010062436852326783
leaf_count=156 815 186 225 137 230 138 222 127 169 716
internal_value=0 0.000229336 -0.00019633 0.000338081 -0.00189928 0.000948422 0.000187068 0.00190986 -0.001983 -0.00275744
internal_weight=0 0.0135204 0.0117385 0.00971195 0.00208154 0.00763042 0.0060549 0.0033753 0.0026796 0.00202653
internal_count=3121 2965 2779 1248 455 793 655 349 306 1531
is_linear=0
shrinkage=0.0127521


Tree=2546
num_leaves=15
num_cat=0
split_feature=1374 457 484 1 15 42 3 151 4 43 52 0 13 16
split_gain=0.000208481 0.000302794 0.000264625 0.000168216 0.00028154 0.000276552 0.000160118 0.000139026 0.000252262 8.79994e-05 0.000135605 0.000107756 0.000337998 1.31251e-05
threshold=-0.094929999999999987 0.088350000000000026 -0.0068949999999999992 0.12811000000000003 0.095175000000000023 0.092395000000000019 0.11296500000000002 -0.0077149999999999988 0.15285000000000001 -0.077319999999999986 0.083680000000000018 -0.10151999999999999 -0.095304999999999987 -0.39185999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 7 -5 -4 9 10 -9 -11 -13 -10
right_child=1 -3 3 6 -6 -7 -8 8 13 11 -12 12 -14 -15
leaf_value=-0.00070653828863333538 -0.0008169176191781364 0.0008029344415782226 -0.00027025621689104177 0.00081251532140070291 -0.00081634032776501265 -0.00058169079686030533 -3.3670966095558026e-05 -6.9246825474726287e-05 0.0008332748681986337 0.00029467562018961651 0.00066072929171192218 0.00016014847796751679 -0.00098242679760459999 0.00057414725612638486
leaf_weight=0.001052381864470541 0.0010279688523594918 0.0012225921334200222 0.001933401024818344 0.0012615363767336128 0.0011187215270787388 0.0016767386967002857 0.0010687441361214578 0.0013437613862824337 0.0010196052629822538 0.0013157788447272227 0.0012910479985902687 0.0018174910517667598 0.0010609149632721847 0.0010035083212507345
leaf_count=55 481 119 249 122 288 319 105 273 97 80 151 55 689 38
internal_value=0 2.9848e-05 -2.59497e-05 2.51519e-05 -4.33573e-05 2.60325e-05 0.000424426 0.00012051 0.000205858 5.80623e-05 0.000288439 -8.66616e-05 -0.000260979 0.000704742
internal_weight=0 0.0181618 0.0169392 0.0159112 0.013581 0.0124622 0.00233028 0.0107855 0.00885211 0.00682899 0.00263481 0.00419418 0.00287841 0.00202311
internal_count=3121 3066 2947 2466 2239 1951 227 1632 1383 1248 424 824 744 135
is_linear=0
shrinkage=0.00160853


Tree=2547
num_leaves=17
num_cat=0
split_feature=1213 1374 457 11 484 4 13 160 15 13 16 0 0 52 1 16
split_gain=0.000537185 0.000243649 0.000326855 0.000313452 0.000254073 0.000258256 0.000270252 0.000221503 0.000279461 0.000333194 0.000243756 0.000227032 0.000221127 0.00026474 0.000274756 2.20766e-05
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.088350000000000026 0.088215000000000002 -0.0068949999999999992 0.27044500000000005 -0.49353499999999995 -0.091944999999999985 0.091650000000000023 -0.084034999999999985 -0.16075999999999999 -0.08824499999999999 -0.11991499999999998 0.091275000000000009 0.089875000000000024 0.25084500000000004
decision_type=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 11 -11 -9 -12 14 -14 -16
right_child=1 2 -4 -5 5 -7 7 8 -10 10 12 -13 13 -15 15 -17
leaf_value=-0.0011997400526272605 -0.00071605881713925664 -0.00073305950532555971 0.00087581237580521302 -0.00086309427218367047 -0.00073889055224686659 0.00070871252339675618 -0.00050742227615451201 0.00016363392323587189 -0.0004719296785019141 -0.0006306627838238842 0.00082431263928069436 0.001157289069619361 -0.00092072084591477831 0.00069656469029315076 0.00032039128878712518 -2.6539882824743672e-05
leaf_weight=0.0010279676488767686 0.0011246888458762384 0.0010086069258510707 0.0013607881699889161 0.0010479355844467122 0.0011095056411676253 0.0019173478501775506 0.0013869966607478268 0.0010134492389712868 0.0014912043883716494 0.0010582827342065209 0.0013907031296013211 0.0017664258979708239 0.0010160632163813349 0.0012820551601689378 0.0010049918285056636 0.0010507913337538533
leaf_count=491 55 454 116 109 25 271 307 99 189 48 72 124 451 90 134 86
internal_value=0 4.06796e-05 8.56988e-05 2.44155e-05 8.07945e-05 0.000133795 5.25657e-05 0.000123036 0.000202 0.000306872 0.000107393 0.000795036 0.000243359 5.77933e-05 -0.000208802 0.000143061
internal_weight=0 0.0200298 0.0189051 0.0175444 0.0164964 0.0154878 0.0135705 0.012461 0.011074 0.00958276 0.00680289 0.00277988 0.0057446 0.0043539 0.00307185 0.00205578
internal_count=3121 2630 2575 2459 2350 1896 1625 1600 1293 1104 881 223 833 761 671 220
is_linear=0
shrinkage=0.00167351


Tree=2548
num_leaves=12
num_cat=0
split_feature=1 123 50 52 151 13 0 16 2 3 1
split_gain=5.70546e-05 0.000105537 0.000111843 9.84913e-05 0.000101818 0.000138207 0.000119698 0.000126366 9.77194e-05 0.000150617 5.64406e-05
threshold=0.13869000000000004 1.0000000180025095e-35 0.088425000000000017 0.11434500000000002 -0.083274999999999988 0.17001000000000002 -0.077999999999999986 0.24134000000000003 0.089885000000000007 0.12178000000000001 0.090540000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 8 -8 -6 10 -10
right_child=-2 -3 -4 -5 5 -7 7 -9 9 -11 -12
leaf_value=-0.002309360302352674 0.0021773465981348005 0.0026937698282643724 -0.0030756112543167419 -0.0027576776144283121 -0.0016345417955880457 -0.0026680537795112755 0.0042952476138086977 0.0001283856866969179 0.0010273255110731809 -0.0018082292612504574 0.0042221672549742073
leaf_weight=0.0013272034102150458 0.0010312809037154218 0.0010996026432233972 0.0013331670881273879 0.0011828955772635345 0.0018728241151578437 0.0010874933341753499 0.0016728582521368896 0.0011451169260458145 0.0010016837386083799 0.0010583053698214329 0.0010662473340543599
leaf_count=224 139 229 517 277 778 95 255 283 208 44 72
internal_value=0 -0.000178975 -0.000426773 -0.000117403 0.000187841 0.000560044 0.00100913 0.00260199 0.000111233 0.00115707 0.00267462
internal_weight=0 0.0138474 0.0127478 0.0114146 0.0102317 0.00890453 0.00781704 0.00281798 0.00499906 0.00312624 0.00206793
internal_count=3121 2982 2753 2236 1959 1735 1640 538 1102 324 280
is_linear=0
shrinkage=0.00966451


Tree=2549
num_leaves=13
num_cat=0
split_feature=41 474 160 133 0 15 16 2 16 43 47 160
split_gain=5.38851e-05 6.72987e-05 0.000118459 0.000175397 0.000113658 0.000302575 0.000137001 9.85994e-05 0.000200773 0.000106876 7.85164e-05 7.82044e-05
threshold=0.078065000000000009 0.084660000000000027 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.20211999999999997 -0.053579999999999996 -0.094359999999999986 0.10097500000000002 -0.083539999999999989 -0.14792499999999997 0.090280000000000013 -0.10828499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 -4 6 10 -5 8 -7 -10 -6 -1
right_child=-2 -3 3 4 5 7 -8 -9 9 -11 -12 -13
leaf_value=-0.00038564098871803873 -0.0026906222202834167 0.0029126842318881775 -0.0041893128369824423 -0.0045177358979543534 0.0078361623294297029 0.005654180850830361 0.0015281553944342112 -0.0021006003082340574 0.0020243051896684247 -0.003413996708126242 0.003322910084375645 -0.0051200173226531864
leaf_weight=0.0010096293837354811 0.0010138394767148238 0.00118885401268391 0.0010663380517518311 0.0010728326243416575 0.001001812131014343 0.0010444166348020298 0.0010921847894924709 0.0019298354012051433 0.0010055622294525882 0.0010847042079751719 0.0012524652997883438 0.0010056281082846557
leaf_count=367 154 334 661 64 354 109 39 191 61 327 122 338
internal_value=0 0.000179994 -7.85545e-05 0.000431379 0.000950919 0.00166641 -0.00146777 3.63106e-05 0.00135188 -0.000797799 0.00532862 -0.00274813
internal_weight=0 0.0137543 0.0125654 0.0105502 0.00948381 0.0073188 0.00216502 0.00506452 0.00313468 0.00209027 0.00225428 0.00201526
internal_count=3121 2967 2633 1928 1267 1164 103 688 497 388 476 705
is_linear=0
shrinkage=0.0120166


Tree=2550
num_leaves=12
num_cat=0
split_feature=4 151 160 52 3 15 49 2 4 47 1
split_gain=5.68967e-05 5.86655e-05 9.62769e-05 9.50757e-05 0.000119202 0.000125983 0.000100755 7.99008e-05 8.89009e-05 5.47323e-05 4.82033e-05
threshold=0.27287000000000006 -0.086769999999999986 -0.082869999999999985 0.10744000000000002 -0.12711499999999995 -0.016799999999999995 -0.043469999999999995 0.10327000000000001 -0.059649999999999988 0.10397500000000001 0.111945
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -6 8 -7 -8 -2
right_child=10 2 3 -5 5 7 9 -9 -10 -11 -12
leaf_value=0.0022214163554511012 -4.720503156252973e-05 -0.0032777713009925495 -0.0037900849907030027 0.002645045197582835 0.00075627896686429543 0.00043300090325444775 -0.0049459818044262967 -0.001338033100089175 0.0040417805034435265 -0.0013701441886373239 0.0032158747043272103
leaf_weight=0.0010087904508496595 0.0010473666122845508 0.0013229676629772291 0.0011697573731680507 0.0012574304734730502 0.0012439901403234963 0.0018697188488791905 0.0010255046514546133 0.0011503377757832167 0.0014248504347924146 0.0010029401821931329 0.0010989486605251235
leaf_count=232 95 478 176 195 130 797 452 100 121 88 257
internal_value=0 -0.000294889 -0.000516248 -0.000156112 -0.000552446 -6.17005e-05 -0.00168239 0.00113148 0.00199374 -0.00317795 0.00162355
internal_weight=0 0.0124763 0.0114675 0.0101445 0.0088871 0.00771734 0.00327243 0.00444491 0.00329457 0.00202844 0.00214632
internal_count=3121 2769 2537 2059 1864 1688 670 1018 918 540 352
is_linear=0
shrinkage=0.0108838


Tree=2551
num_leaves=15
num_cat=0
split_feature=14 11 3 2 157 50 43 0 43 0 0 16 52 16
split_gain=0.000238667 0.000174264 0.000183008 0.000262689 0.000189261 0.000132213 0.000138105 0.000192552 0.000370814 0.000167085 0.000168266 0.000165483 0.00025102 3.76426e-05
threshold=0.023790000000000002 0.088215000000000002 -0.12018999999999998 0.10613000000000002 -0.077384999999999995 0.10030500000000002 0.11268500000000002 -0.10151999999999999 -0.063379999999999978 -0.077809999999999976 -0.053834999999999994 -0.36241499999999999 -0.014264999999999998 -0.08947999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 7 11 9 -9 -11 -6 13 -13
right_child=-2 -3 4 -5 5 -7 -8 8 -10 10 -12 12 -14 -15
leaf_value=3.7333328734341536e-05 -0.00078764324869060097 -0.00063085287005469972 0.00060180303669623712 0.0010369668376302434 -0.00040224602230259525 0.00045227715392660189 0.00032141021227349734 -0.00068892982197603619 -0.0010739046448196513 0.00057690263090987633 -0.00026056184896461375 5.3705680519341225e-05 0.0006462054033264307 -0.00038471446709993602
leaf_weight=0.0017375664636869589 0.0010064274190452185 0.0010106126198046175 0.0012735792821093302 0.0011938671752008689 0.0016731547648777892 0.0012391505963614763 0.0017288312912925327 0.0010023170270186386 0.0015640192115959112 0.0011293594168009513 0.0015084605933043393 0.0010042383684290002 0.0018921981886907422 0.0011097294955093595
leaf_count=122 113 97 315 63 157 256 205 481 793 205 116 33 72 93
internal_value=0 3.21471e-05 6.92549e-05 0.000444448 -3.46246e-06 -5.91139e-05 -0.000109358 -0.000177785 -0.000405762 -0.000118689 9.79912e-05 3.11187e-05 0.000212111 -0.000176443
internal_weight=0 0.0190671 0.0180565 0.00293143 0.015125 0.0138515 0.0126123 0.0108835 0.00520416 0.00364014 0.00263782 0.00567932 0.00400617 0.00211397
internal_count=3121 3008 2911 185 2726 2411 2155 1950 1595 802 321 355 198 126
is_linear=0
shrinkage=0.0016407


Tree=2552
num_leaves=12
num_cat=0
split_feature=2 4 12 42 49 48 12 13 43 3 1
split_gain=5.31279e-05 5.67465e-05 0.000108383 0.00010158 0.000121437 0.000150489 0.000142163 0.000122977 0.000129373 0.000100273 9.00564e-05
threshold=-1.0000000180025095e-35 0.27287000000000006 -0.082514999999999991 0.091735000000000025 -0.00064499999999999985 0.082620000000000013 0.051320000000000005 -0.094514999999999988 -0.12152999999999999 0.095270000000000007 0.089625000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 9 -8 -9 -6 -7
right_child=1 -3 3 -5 6 10 7 8 -10 -11 -12
leaf_value=0.0027298941676144116 -0.0045546275629091901 0.0018982503120479064 -0.005586425033079997 -0.0032890008998052566 0.0069066715938713727 0.0030682641407399321 0.0023264253374605678 0.0009441535651660885 -0.0054840627980403843 0.0014004523807015011 -0.0020962396924995678
leaf_weight=0.0010630505487396373 0.0010054057114619623 0.0017703794796315149 0.0010690881478083924 0.0014726199399452871 0.0010237890204972643 0.0010021081295626122 0.0018309134325137401 0.0010317977040297545 0.0010050580121623023 0.0011330352716281133 0.0012144900766677402
leaf_count=199 135 259 254 525 93 91 107 160 1117 99 82
internal_value=0 -0.000230553 -0.000550258 -0.000176888 0.000315359 -0.00165673 0.0013909 -7.19129e-05 -0.00222776 0.00401411 0.000238595
internal_weight=0 0.0135587 0.0117883 0.0107829 0.00931028 0.00328569 0.00602459 0.00386777 0.00203686 0.00215682 0.0022166
internal_count=3121 2922 2663 2528 2003 427 1576 1384 1277 192 173
is_linear=0
shrinkage=0.0127521


Tree=2553
num_leaves=17
num_cat=0
split_feature=1374 457 11 4 16 159 12 133 52 43 4 0 16 160 2 42
split_gain=0.000234791 0.000362535 0.000176306 0.00026021 0.000244795 0.000266878 0.000176004 0.000164952 0.000271031 0.000202129 0.000221642 0.000241051 0.000188446 0.000157944 4.70306e-05 4.40443e-05
threshold=-0.094929999999999987 0.088350000000000026 0.087830000000000005 0.27287000000000006 -0.36241499999999999 0.091530000000000014 0.11650500000000001 0.087720000000000006 -0.40306999999999998 -0.072864999999999985 -0.033174999999999989 -0.13027499999999997 -0.042349999999999992 -1.0000000180025095e-35 0.11510000000000002 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 -2 6 7 8 -6 13 12 -12 -11 -10 -5 -15
right_child=1 -3 -4 14 5 -7 -8 -9 9 10 11 -13 -14 15 -16 -17
leaf_value=-0.00072443877577479043 -0.00068908888196858933 0.00084865148876880209 -0.00065101507452295163 0.00029846575290500568 -0.00057133975213287868 -0.00076983108630190541 -0.00054501802404605419 -0.00033644953399683802 0.00013148479849998195 0.00022237754098315565 0.00078292452389356541 -0.00018093689887054061 -0.00065883344959329179 0.00065895437211667244 0.00078831339735516647 0.0011303839701763746
leaf_weight=0.0011495708660924633 0.0014773760283674749 0.0012868719296234036 0.001127144301628912 0.0010019252919267465 0.001025222262629375 0.0010697055514343684 0.0011040878476434321 0.0016814017185640172 0.0010816369767735574 0.0012135550927798852 0.0017876111788357463 0.0010750665853180245 0.001301040696843267 0.0010412889691431299 0.001026879525817103 0.0010102134440415633
leaf_count=55 125 119 118 116 175 210 95 562 258 488 80 185 169 125 162 79
internal_value=0 2.38296e-05 -3.50603e-05 6.02805e-06 -6.77074e-05 8.48049e-07 6.77575e-05 0.000128073 0.000209981 0.000304104 0.00011488 0.00042095 -0.000233557 0.000628861 0.000546402 0.000891099
internal_weight=0 0.019311 0.0180242 0.016897 0.0148682 0.0133908 0.0123211 0.011217 0.00953564 0.00851041 0.00537727 0.00286268 0.0025146 0.00313314 0.0020288 0.0020515
internal_count=3121 3066 2947 2829 2551 2426 2216 2121 1559 1384 922 265 657 462 278 204
is_linear=0
shrinkage=0.00160853


Tree=2554
num_leaves=16
num_cat=0
split_feature=14 11 3 124 0 43 157 1 3 16 1 160 4 15 4
split_gain=0.000279968 0.000137038 0.000177685 0.000186887 0.000143708 0.000300449 0.000241381 0.000238148 0.000169153 0.000145119 0.000162949 0.000112211 0.000166895 0.000224844 6.29222e-05
threshold=0.023790000000000002 0.087830000000000005 -0.14186499999999996 -0.043384999999999993 -0.053834999999999994 0.055925000000000009 -0.080544999999999992 0.12500000000000003 0.097915000000000016 -0.056919999999999991 0.077565000000000009 0.086870000000000017 0.25615500000000008 -0.094549999999999981 -0.011209999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 8 -5 9 -6 10 -8 12 13 -12 -11
right_child=-2 -3 3 4 5 -7 7 -9 -10 14 11 -13 -14 -15 -16
leaf_value=0.00063040257898617027 -0.00093402216091681336 -0.00056897257004439542 0.0006471162944257907 0.00091417492939876294 -0.0012737996654133075 0.00026045435844880381 -0.00062815936419353816 0.00073717607049389206 -0.00028095273094424139 -0.00023064979783417956 0.0011181791630440296 -0.00035068262426849264 -0.0002311457323152602 6.1142886617897744e-05 -0.00086647546773084355
leaf_weight=0.0017482859434327499 0.0010145072208488362 0.0011278446034044256 0.0014266380625873451 0.0010039037126021314 0.0011004562398048119 0.001601332368474373 0.0010908710430363776 0.0011927991584431705 0.0011531163077995732 0.0010243387013296641 0.0012287537269610738 0.0011731640216154915 0.001354855093531282 0.001427423960974783 0.0010185735405877387
leaf_count=134 113 106 244 233 170 52 776 107 68 413 44 45 71 246 299
internal_value=0 4.30901e-05 8.24364e-05 2.17889e-05 -4.02947e-05 -0.000339479 6.93925e-05 -1.9778e-05 -0.000765776 -0.000128325 8.19522e-06 0.000142098 0.000286229 0.00055013 -0.000547665
internal_weight=0 0.0186724 0.0175445 0.0157962 0.0143696 0.0038549 0.0105147 0.00951078 0.00225357 0.00831798 0.00627507 0.0051842 0.00401103 0.00265618 0.00204291
internal_count=3121 3008 2902 2768 2524 290 2234 2001 238 1894 1182 406 361 290 712
is_linear=0
shrinkage=0.00181146


Tree=2555
num_leaves=11
num_cat=0
split_feature=11 43 15 0 12 484 52 15 15 15
split_gain=5.62769e-05 7.26352e-05 0.0001186 9.49205e-05 9.10464e-05 6.54819e-05 7.7538e-05 9.2107e-05 0.000112309 8.43226e-05
threshold=0.081790000000000015 -0.052894999999999991 -0.053579999999999996 -0.019414999999999998 0.088485000000000022 0.085790000000000019 -0.085984999999999992 -0.095869999999999983 -0.020484999999999996 0.090455000000000021
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -3 -8 -9 -10
right_child=-2 5 3 -5 -6 -7 7 8 9 -11
leaf_value=0.0037073232040542069 -0.0023319791750987065 -0.0034883829598492773 -0.003647360160509767 0.0022653006122657351 0.00087546221924094086 0.0021208413612360329 -0.0023015863469262546 0.0031655758837144713 -0.0019310345748884015 0.0019018290060209382
leaf_weight=0.0015596092972542954 0.0011445105632139898 0.0010831451812158286 0.0010441011704980536 0.0014347287966844564 0.0010650509430443411 0.0010382529594189817 0.0019518021367853754 0.001340001356629789 0.001987967902427949 0.0010333434457749195
leaf_count=652 175 205 315 93 327 126 263 151 503 311
internal_value=0 0.000181404 0.00120629 0.000105616 -0.00136349 -0.000438723 -0.000798023 -0.000336436 0.000543021 -0.000620126
internal_weight=0 0.013538 0.00510349 0.00354388 0.00210915 0.00843451 0.00739626 0.00631311 0.00436131 0.00302131
internal_count=3121 2946 1387 735 642 1559 1433 1228 965 814
is_linear=0
shrinkage=0.0108838


Tree=2556
num_leaves=14
num_cat=0
split_feature=1374 457 484 1 15 42 3 151 1 2 3 3 2
split_gain=0.000150614 0.000252166 0.000142816 0.000132131 0.000248266 0.000241999 0.000189089 0.000164319 0.000174575 0.000164682 0.000144411 9.89041e-05 0.000100424
threshold=-0.094929999999999987 0.088350000000000026 -1.0000000180025095e-35 0.12811000000000003 0.091650000000000023 0.092395000000000019 -0.15447499999999995 -0.0077149999999999988 0.10389500000000002 0.10527500000000002 0.11296500000000002 -0.078934999999999991 0.092365000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4 -8 9 11 -5 -9 -13
right_child=1 -3 3 10 -6 -7 7 8 -10 -11 -12 12 -14
leaf_value=-0.0006309197402533241 -0.00059870741830110184 0.00077751594952905586 0.00079891257636410524 0.00078263341661150812 -0.0007315077735382834 -0.00057532334034237579 -0.00043575449321599496 -0.00014500474912671231 0.00062262883521334419 -0.00055576349411702944 -7.3192836786716768e-05 0.0005924972556849786 -6.5765142480658339e-05
leaf_weight=0.0010349533404978529 0.0011402142871170797 0.0011675725390522277 0.0010433937409525538 0.0012103785434118075 0.0013394167322949334 0.001604282964065778 0.0016242714172386274 0.001873124820763938 0.0017020115132044544 0.0011441876314876587 0.0010154463753733189 0.0017754167971565891 0.0010231233510425673
leaf_count=55 493 119 131 122 384 277 233 731 126 113 105 133 99
internal_value=0 2.59295e-05 -2.72695e-05 1.51635e-05 -4.87556e-05 2.88105e-05 0.000123965 4.69334e-05 0.000151221 1.32627e-05 0.000392196 0.000152629 0.000351842
internal_weight=0 0.0176628 0.0164953 0.0153551 0.0131292 0.0117898 0.0101855 0.00914214 0.00751786 0.00581585 0.00222582 0.00467166 0.00279854
internal_count=3121 3066 2947 2454 2227 1843 1566 1435 1202 1076 227 963 232
is_linear=0
shrinkage=0.00167351


Tree=2557
num_leaves=12
num_cat=0
split_feature=133 3 47 42 52 457 49 12 42 16 0
split_gain=5.4971e-05 9.27391e-05 8.11916e-05 0.000129728 9.06817e-05 0.000115727 0.00013031 0.000116251 9.57568e-05 0.000154343 0.000112711
threshold=0.10622000000000002 0.16158000000000003 0.13148500000000005 0.097315000000000026 -0.12005499999999998 0.087995000000000004 -0.0020949999999999996 0.09334000000000002 0.08623500000000002 -0.059624999999999991 -0.10151999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 8 9 -8 -11
right_child=-2 -3 -4 -5 5 -7 7 -9 -10 10 -12
leaf_value=-0.0034306747703791358 -0.0026488811152458745 0.0034985089224870971 -0.0033799370717740042 0.0039450600846262568 -0.0031119229570675281 0.0034872838078638343 -0.0028318951016224054 -0.0029780600876659164 0.004175892222078148 0.0050625514850732509 -0.00042491995144785984
leaf_weight=0.0011523163366309935 0.0010618419486651395 0.0011224100352806863 0.0010065506386203191 0.0011846997307397742 0.0019306370358621724 0.0012865123581501632 0.0013866488051683546 0.0011331931257376002 0.0012404699864770573 0.0010753020674259817 0.0010867051021513545
leaf_count=426 435 149 42 222 339 116 527 266 340 64 195
internal_value=0 0.000189934 -0.000107557 0.000179449 -0.000254015 0.000146503 -0.000400801 0.000483006 0.00130196 0.000297342 0.00230434
internal_weight=0 0.0136054 0.012483 0.0114765 0.0102918 0.00913947 0.00785296 0.00592232 0.00478913 0.00354866 0.00216201
internal_count=3121 2686 2537 2495 2273 1847 1731 1392 1126 786 259
is_linear=0
shrinkage=0.0120166


Tree=2558
num_leaves=12
num_cat=0
split_feature=484 15 15 160 133 48 0 2 12 52 1
split_gain=5.63437e-05 8.39593e-05 7.40596e-05 7.88872e-05 9.03238e-05 0.000101129 0.000128624 0.000149906 0.000132069 0.000181584 4.05374e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.11713499999999999 0.092865000000000017 0.09389500000000002 0.092805000000000012 -0.10607499999999999 0.092755000000000018 0.092355000000000007 0.083680000000000018 0.094715000000000008
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 -8
right_child=1 2 3 -5 -6 -7 8 -9 -10 -11 -12
leaf_value=-0.0022386066845430804 0.0027878277744090214 -0.0024960022109263708 0.0041207753064676309 -0.002117101819683546 -0.0019481442926638033 0.0037118981198278715 -0.0021058192053530801 -0.00074022156632562778 -0.0030284459596216294 0.0036541321241947739 0.00045073454022699676
leaf_weight=0.00102585603000607 0.0010848118257307205 0.0011147827051631023 0.0015794296173982144 0.0013008110403685694 0.0013121309092079441 0.0010393391594123655 0.0014171463072474863 0.0010111867693006482 0.001419294818978495 0.0012022035106853297 0.0010487235626838905
leaf_count=515 232 185 88 130 378 138 440 122 345 419 129
internal_value=0 0.000157628 -7.16415e-05 0.000166891 0.000463123 0.000826066 0.000435422 0.0022234 -0.00047506 0.000512927 -0.00101853
internal_weight=0 0.0135299 0.012445 0.0113303 0.0100295 0.00871732 0.00767798 0.00259062 0.00508737 0.00366807 0.00246587
internal_count=3121 2606 2374 2189 2059 1681 1543 210 1333 988 569
is_linear=0
shrinkage=0.0098578


Tree=2559
num_leaves=10
num_cat=0
split_feature=48 4 42 43 4 4 2 0 16
split_gain=5.31845e-05 0.000111126 9.604e-05 8.68479e-05 0.000105211 0.000123778 0.000150726 0.000116188 0.000129308
threshold=0.12879500000000002 0.27834500000000006 0.091735000000000025 0.12450000000000001 0.060330000000000002 -0.27825499999999997 0.098035000000000011 -0.077999999999999986 -0.088159999999999988
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=-0.0028586558337650265 -0.0025586349772438416 0.002834795326938921 -0.0028928022453350161 0.0031741639286817671 -0.0027825075755307377 0.0015870183465242604 0.0043528649298147848 0.0032186092878158288 -0.0030175974675427518
leaf_weight=0.0012740230102629181 0.0010165357848186266 0.0018202485123890366 0.0015682303245155493 0.0011453449697350947 0.0017070937917460366 0.0014284585558308105 0.0014451765424288998 0.0011543507435202187 0.0018900908613707871
leaf_count=191 90 322 534 166 190 289 243 178 918
internal_value=0 0.000181381 -0.00023453 0.0001805 -0.000204791 0.000407047 0.00111008 6.23445e-05 -0.00103556
internal_weight=0 0.013433 0.0116128 0.0100445 0.00889919 0.0071921 0.00591808 0.0044729 0.00331855
internal_count=3121 3031 2709 2175 2009 1819 1628 1385 1207
is_linear=0
shrinkage=0.01155


Tree=2560
num_leaves=11
num_cat=0
split_feature=1 15 42 43 2 43 160 3 16 0
split_gain=5.139e-05 0.000124652 0.000105464 0.000107552 9.88932e-05 0.000126518 0.000126561 7.9028e-05 5.55301e-05 1.463e-05
threshold=0.12811000000000003 0.091650000000000023 0.092620000000000022 -0.16318499999999997 0.099185000000000009 -0.0037449999999999996 0.083670000000000008 0.12178000000000001 -0.056919999999999991 -0.14794999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 8 9 -7 -6
right_child=-2 -3 -4 4 7 6 -8 -9 -10 -11
leaf_value=0.003411413477004091 0.0015847695448610083 -0.0035336999684155656 -0.0027679559033387965 -0.0033762592913333463 0.0037121095488991313 0.0029440003036871401 -0.0029437944645810893 -0.00043176373042133257 -0.00026544183943557226 0.0018938316585939182
leaf_weight=0.001232344987088717 0.001984236826821484 0.0011995722153417326 0.0013024739677852401 0.0016146436724310846 0.0010043612500869048 0.001391320087844124 0.0010140621270434136 0.0015047991818903927 0.0010983700384787623 0.0010109823687077212
leaf_count=141 259 475 341 988 75 250 52 72 155 313
internal_value=0 -0.000265016 8.59103e-05 0.000462481 4.17963e-05 -0.000905001 0.000233836 0.00141847 0.0015281 0.00279998
internal_weight=0 0.0123729 0.0111734 0.00987088 0.00863854 0.0051184 0.00350375 0.00352014 0.00248969 0.00201534
internal_count=3121 2862 2387 2046 1905 1445 457 460 405 388
is_linear=0
shrinkage=0.0106704


Tree=2561
num_leaves=18
num_cat=0
split_feature=1213 1374 11 484 160 50 150 15 151 13 13 160 0 3 4 43 13
split_gain=0.000487217 0.000405975 0.000282465 0.000242878 0.000246864 0.000387339 0.000190213 0.000330797 0.000232571 0.00020148 0.000254833 0.000181264 0.000212671 0.000278205 0.000172076 0.000145085 0.000216578
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.088215000000000002 -0.0068949999999999992 -0.23055499999999998 0.099210000000000007 0.081835000000000019 -0.089964999999999976 -0.033849999999999991 -0.49353499999999995 -0.099939999999999987 -0.081069999999999989 -0.019414999999999998 0.090900000000000009 -0.35136499999999998 -0.074359999999999996 -0.0034749999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 8 -8 -6 -10 -11 -12 13 15 -14 16 -13
right_child=1 2 -4 4 5 -7 7 -9 9 10 11 12 14 -15 -16 -17 -18
leaf_value=-0.0010344587776615947 -0.0008261496486746526 -0.00054097732829124238 -0.00063256066541061192 -0.00054478122886665798 -0.00050754069422123953 0.0011491059688157669 0.0012179531017187922 5.0117568051320915e-05 -0.00044085704787328738 0.0007364535001811622 0.00068543858308510106 0.0006607716087049649 -4.6095955672148622e-06 -0.00086308188667027694 0.00086892635558147822 -0.00034734232361997158 -0.00027837616669498848
leaf_weight=0.0010783394664669451 0.0012411190483989634 0.0011926134365651637 0.001226823440253765 0.0010527833518815108 0.001383013513914841 0.0010219448838835665 0.0010449509045440397 0.0013023426681490488 0.0011798425591305018 0.0019507984013054066 0.0011458737122271006 0.001407057443380974 0.0010894947949044997 0.0010440697967304402 0.0010668705214584035 0.0014680598711790667 0.0010070369568220918
leaf_count=491 55 475 112 292 121 94 91 202 39 94 91 179 58 36 55 514 122
internal_value=0 3.13374e-05 8.56811e-05 0.000133683 0.00018056 0.000227957 0.000165571 0.000570006 9.10682e-05 0.000163951 0.000234052 0.000114943 2.26444e-05 -0.000154607 0.000427576 3.59309e-05 0.000269007
internal_weight=0 0.0208247 0.0195836 0.0183568 0.0171641 0.0161114 0.0150894 0.00234729 0.0127421 0.0113591 0.0101793 0.00822846 0.00708259 0.00492622 0.00215637 0.00388215 0.00241409
internal_count=3121 2630 2575 2463 1988 1696 1602 293 1309 1188 1149 1055 964 851 113 815 301
is_linear=0
shrinkage=0.00154607


Tree=2562
num_leaves=16
num_cat=0
split_feature=1374 457 11 2 52 159 3 133 52 16 160 2 43 13 0
split_gain=0.000181133 0.000251657 0.000182401 0.000168596 0.000268951 0.000281974 0.00021382 0.000206415 0.000291423 0.000112999 0.000204363 0.000267066 0.000184002 0.000108437 0.000107914
threshold=-0.094929999999999987 0.088350000000000026 0.087830000000000005 0.11548000000000001 0.11434500000000002 0.091530000000000014 0.11924500000000002 0.10622000000000002 0.092650000000000024 -0.088159999999999988 -0.025879999999999997 0.086950000000000013 -0.074359999999999996 -0.094514999999999988 -0.14116499999999996
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 -5 8 9 13 -11 12 -12 -2 -15
right_child=1 -3 -4 6 -6 -7 -8 -9 -10 10 11 -13 -14 14 -16
leaf_value=-0.00070435349515016806 0.00071545896849903551 0.00077464885484717977 -0.00072341335932197886 0.00084395423099443252 -0.00076681718266743233 -0.00078785064216670641 -7.6672382166745841e-05 -0.000605236505429867 0.0010231825243072203 0.00045952665907351883 0.00046706884798516175 -0.00098302853043734676 -0.00049374322896988162 0.00046943777169681237 -0.00030732564591799634
leaf_weight=0.001017132694525409 0.0012099895174419867 0.0011618153411176472 0.0010014906744600918 0.0014106388683477302 0.0013791489418578566 0.0010986734466508505 0.0014155338085093394 0.0010270153146595849 0.001032415398247887 0.0013617303879210332 0.0012053436323041745 0.0011045926650887108 0.0010397326389116348 0.0010016195395263772 0.0010020004839501615
leaf_count=55 94 119 118 265 389 197 120 300 115 259 161 347 263 45 274
internal_value=0 2.21516e-05 -3.15173e-05 1.38063e-05 -6.98834e-05 1.68409e-05 0.000382844 0.000105388 0.000186865 7.79152e-05 -8.71243e-05 -0.000309353 2.21006e-05 0.000319876 8.09822e-05
internal_weight=0 0.0174517 0.0162899 0.0152884 0.0124623 0.0110831 0.00282617 0.00998444 0.00895742 0.00792501 0.0047114 0.00334967 0.00224508 0.00321361 0.00200362
internal_count=3121 3066 2947 2829 2444 2055 385 1858 1558 1443 1030 771 424 413 319
is_linear=0
shrinkage=0.00167351


Tree=2563
num_leaves=17
num_cat=0
split_feature=124 147 484 48 4 11 403 52 4 12 3 150 3 133 0 52
split_gain=0.000226349 0.000193598 0.000241899 0.000187832 0.00029548 0.000239576 0.000324718 0.000158185 0.000231236 0.000289042 0.000259235 0.000320855 0.000254937 0.000162699 0.000130877 8.12219e-06
threshold=0.0049200000000000008 0.089025000000000007 -0.0068949999999999992 0.12737000000000001 0.40473500000000007 1.0000000180025095e-35 0.088465000000000002 0.11434500000000002 -0.083854999999999985 -1.0000000180025095e-35 0.10299500000000002 0.086615000000000011 -0.075944999999999985 0.089755000000000015 0.051010000000000007 -0.034054999999999995
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 8 13 -10 11 12 -11 14 -4 -14
right_child=-2 -3 3 -5 -6 -7 -8 -9 9 10 -12 -13 15 -15 -16 -17
leaf_value=-0.00091044444242333825 0.00078600297495196665 0.0006268963768470315 0.00037540495687222552 -0.00076450552878650217 0.00069441312702258891 -0.00085590646378916411 -0.0009676361646477978 -0.0005797173850960952 -0.00078942364887853308 -0.00028507325888421832 0.00092311291657223079 -0.000855893733466546 0.00072398803659980463 -3.9338316096289838e-05 0.0012200699882488715 0.00050450514829996642
leaf_weight=0.0010625043949278072 0.0010114583998484415 0.0011678554782642769 0.0011701498727869648 0.0010541361132996646 0.0016376655913994788 0.00113017716406394 0.0010078202130775213 0.0010578565903348212 0.0013064979209959091 0.001796235297757417 0.001000900454358078 0.0011470393257151379 0.0010196001966380625 0.0011085515317010852 0.0010597133941541159 0.0010249233363049306
leaf_count=489 72 123 231 67 210 151 215 297 152 663 47 137 51 65 52 99
internal_value=0 -5.95722e-05 -0.000105165 -5.33766e-05 -4.91079e-06 -8.77237e-05 -1.93591e-05 6.23837e-05 0.000126261 -4.74259e-05 0.000114449 -4.78257e-05 0.000193503 0.000505808 0.000776821 0.000613961
internal_weight=0 0.0187516 0.0175838 0.0165213 0.0154671 0.0138295 0.0126993 0.0116915 0.0106336 0.0072952 0.0059887 0.0049878 0.00384076 0.00333841 0.00222986 0.00204452
internal_count=3121 3049 2926 2437 2370 2160 2009 1794 1497 1149 997 950 813 348 283 150
is_linear=0
shrinkage=0.00174112


Tree=2564
num_leaves=11
num_cat=0
split_feature=124 1 42 151 42 15 484 4 13 15
split_gain=5.46306e-05 6.56693e-05 0.000160912 7.93493e-05 9.2426e-05 0.000157931 0.000106884 0.000148737 0.000227565 0.000104205
threshold=-0.043384999999999993 0.12811000000000003 0.091735000000000025 -0.083274999999999988 0.08623500000000002 0.084050000000000014 0.084040000000000017 0.0061450000000000003 -0.0069799999999999992 -0.095869999999999983
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 8 -5 -9
right_child=1 -3 -4 4 -6 -7 -8 9 -10 -11
leaf_value=0.0019689895527876663 -0.002436982852627305 0.0015661988119314552 -0.0035780262463699299 0.00075316516915572055 0.0026067745897164806 -0.0036932995014562829 0.0030321094163178789 -0.0004429387607838106 -0.005273966487633344 0.0033861940863549335
leaf_weight=0.0012362654381264894 0.0011784703485450973 0.0017773810214875329 0.0014189565776497578 0.0013558035245538717 0.0014036224357075466 0.0010508614677234712 0.0012376364137170748 0.0014525691729799714 0.001104826974243283 0.0013166452043341277
leaf_count=259 272 195 550 227 431 534 135 126 265 127
internal_value=0 -0.000197452 -0.000469574 -3.28839e-05 0.000284665 -0.000148857 0.000427058 -0.000189424 -0.00195303 0.00137765
internal_weight=0 0.0132968 0.0115194 0.0101004 0.00892197 0.00751834 0.00646748 0.00522984 0.00246063 0.00276921
internal_count=3121 2862 2667 2117 1845 1414 880 745 492 253
is_linear=0
shrinkage=0.0098578


Tree=2565
num_leaves=11
num_cat=0
split_feature=14 15 147 52 13 2 49 16 16 13
split_gain=5.61899e-05 7.96313e-05 6.01507e-05 0.000122355 0.000129418 0.000109262 0.000104514 0.000216927 8.76949e-05 0.000147353
threshold=-0.10708499999999999 -0.10653 1.0000000180025095e-35 0.11434500000000002 -0.084034999999999985 0.10005000000000001 -0.081604999999999997 -0.079109999999999986 0.023255000000000001 0.14871000000000004
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -6 -8 -9 -10
right_child=1 2 -4 -5 6 -7 7 8 9 -11
leaf_value=-0.0022601286435557275 0.0023990857362762743 0.00015595748821692953 0.0021975526673648255 -0.0035815834506024596 0.0021064410431439551 0.0046142044862699846 -0.0055775750575351299 0.001950235797219206 -0.0043273454207818449 0.0013467284382746377
leaf_weight=0.0012534201349334835 0.0017579562230655562 0.0016060042142897486 0.0012132300814334902 0.0013121765185423193 0.0011846534855685679 0.0011718192934278004 0.0012421892393688462 0.001419629384045992 0.0011611753337670331 0.0010969247743604083
leaf_count=140 389 481 164 387 115 92 492 427 400 34
internal_value=0 0.000199723 -0.000139202 -0.000417293 5.01606e-05 0.00203666 -0.000853776 -0.00156656 -0.000211798 -0.00157103
internal_weight=0 0.0131658 0.0114078 0.0101946 0.0088824 0.00277782 0.00610457 0.00491992 0.00367773 0.0022581
internal_count=3121 2981 2592 2428 2041 573 1468 1353 861 434
is_linear=0
shrinkage=0.0111015


Tree=2566
num_leaves=15
num_cat=0
split_feature=1374 457 11 2 159 52 3 403 0 0 376 0 48 3
split_gain=0.000200219 0.000269177 0.000180057 0.000179967 0.00022106 0.000217705 0.000214661 0.000206458 0.00022236 0.000231829 0.000223501 0.000116444 0.000167703 9.22642e-05
threshold=-0.094929999999999987 0.088350000000000026 0.087830000000000005 0.11548000000000001 0.091530000000000014 0.11434500000000002 0.11924500000000002 0.085340000000000013 -0.060129999999999996 -0.10096999999999999 0.083785000000000012 -0.11756999999999999 0.083685000000000009 -0.074479999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 -5 8 9 11 13 12 -2 -10
right_child=1 -3 -4 6 -6 -7 -8 -9 10 -11 -12 -13 -14 -15
leaf_value=-0.00073057639158009542 -0.00035093384400136185 0.00080603479046442825 -0.00069397668238271718 0.0008531562968692824 -0.00077679861883594504 -0.00063357587105333476 -5.9206878460943509e-05 -0.00061665069284586743 0.00045056747494632166 -0.00059874116849794668 -0.00017134736731569544 0.0005763227015023447 0.00046827261967480419 0.0010889996090997184
leaf_weight=0.0010244792627913625 0.00175018680022343 0.001170341857619289 0.0010531668792077556 0.0014480852883859098 0.0011135005046091417 0.0013308660802466626 0.0014408511380090694 0.0010535989930827499 0.0013106711018242567 0.0015204291095224148 0.0010101437056358586 0.0013161124511495417 0.0011661906889630647 0.0012278634912091541
leaf_count=55 110 119 118 265 227 359 120 221 93 1170 24 72 84 84
internal_value=0 3.01131e-05 -2.41285e-05 2.08384e-05 -6.43157e-05 3.57292e-06 0.000398117 8.54603e-05 0.000164989 -3.82315e-05 0.000494438 0.000163119 -2.33525e-05 0.000759371
internal_weight=0 0.017912 0.0167417 0.0156885 0.0127996 0.0116861 0.00288894 0.0103552 0.0093016 0.00575292 0.00354868 0.00423249 0.00291638 0.00253853
internal_count=3121 3066 2947 2829 2444 2217 385 1858 1637 1436 201 266 194 177
is_linear=0
shrinkage=0.00167351


Tree=2567
num_leaves=15
num_cat=0
split_feature=14 1374 457 1 52 4 4 3 1 2 3 47 1 0
split_gain=0.000262524 0.000163657 0.00026741 0.000160084 0.000344736 0.000183954 0.000452941 0.000193521 0.00018787 0.0001832 0.000449582 0.000146029 0.000203515 0.00011967
threshold=0.054835000000000009 -0.08070999999999999 0.080930000000000016 0.111945 0.11434500000000002 -0.083854999999999985 -0.49405499999999997 -0.08824499999999999 1.0000000180025095e-35 1.0000000180025095e-35 0.086245000000000016 0.085770000000000027 0.13146500000000003 -0.10324499999999999
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 -7 -10 -11 13 -13 -5
right_child=-2 2 -4 11 -6 8 7 -9 9 10 -12 12 -14 -15
leaf_value=-0.00066437935835409519 -0.000888757448197274 -0.00049875965107282747 0.00069803838916396841 0.00092178837929528462 -0.00092284815580936095 -0.00071140932531033073 0.00031727882531019274 0.001313708821613844 -0.00041356161830998059 0.0011898122783641587 -0.00045586152801629806 -0.0006057534563136493 0.00040189917303089327 0.00012125574974929121
leaf_weight=0.0010085379133728525 0.0010309021051976 0.0014453728953280898 0.0019146798565025545 0.0013598614227358294 0.0014757345052933421 0.0016485195639147415 0.0014157317402545277 0.0010865432673695637 0.0017865972613587966 0.0010390722089193005 0.0010553555908838774 0.0011138780878061638 0.0014617929220372798 0.0010389131495572744
leaf_count=56 110 125 206 99 374 945 241 146 354 80 38 95 54 198
internal_value=0 3.16213e-05 7.09633e-05 -4.41933e-06 -0.000124407 -7.87034e-08 0.000292754 0.000749951 -0.000209138 4.2094e-06 0.000360578 0.000259775 -3.38716e-05 0.000575076
internal_weight=0 0.0188506 0.0178421 0.0159274 0.0109529 0.00947719 0.00394765 0.00250228 0.00552954 0.00388103 0.00209443 0.00497445 0.00257567 0.00239877
internal_count=3121 3011 2955 2749 2303 1929 512 387 1417 472 118 446 149 297
is_linear=0
shrinkage=0.00177594


Tree=2568
num_leaves=11
num_cat=0
split_feature=484 15 42 52 43 12 52 2 1 3
split_gain=5.27052e-05 6.09539e-05 0.000151662 0.000107065 0.000146414 0.000146211 0.000183244 0.000134818 8.87829e-05 0.000146929
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.083995000000000014 -0.081429999999999989 -0.14968999999999996 0.092355000000000007 -0.0064899999999999992 0.091265000000000013 0.094465000000000007 0.11296500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 7 -5 6 -6 -2 -8 -10
right_child=1 2 -4 4 5 -7 8 -9 9 -11
leaf_value=-0.0025303207232807083 0.00024736888067223927 -0.003267752691234649 0.0016175478112193391 0.0035535582190473758 -0.003646730073289633 -0.0044357102131088576 -0.0010753302635833108 0.0052525905050482867 0.0057380758103266439 -0.00024846088613436829
leaf_weight=0.0010332542333346831 0.0015926342988287195 0.0019525346795557568 0.0014981963978485426 0.0011960178602749014 0.0012925102569487641 0.0012219554198717279 0.0011881072357953415 0.0013070879936529951 0.0011320781425997778 0.0010580760559948388
leaf_count=515 252 588 493 77 205 190 217 309 161 114
internal_value=0 0.000176682 -0.00114671 0.000633877 -0.000130927 -0.000878748 5.1815e-05 0.00250354 0.00146686 0.00284595
internal_weight=0 0.0134392 0.00345073 0.00998847 0.00708874 0.00589273 0.00467077 0.00289972 0.00337826 0.00219015
internal_count=3121 2606 1081 1525 964 887 697 561 492 275
is_linear=0
shrinkage=0.01155


Tree=2569
num_leaves=17
num_cat=0
split_feature=14 157 0 14 15 4 49 47 42 49 43 0 13 0 4 1
split_gain=0.00023726 0.000159117 0.000255391 0.000155029 0.000277519 0.000168543 0.000158357 0.000102862 0.000150783 0.000176412 0.000179891 0.000216209 0.000407122 0.000266598 0.000142006 0.000336036
threshold=0.023790000000000002 -0.073574999999999988 -0.11013499999999998 -0.10708499999999999 -0.15026499999999995 0.25615500000000008 0.093655000000000002 0.11518500000000002 -0.0060199999999999993 -0.048674999999999989 -0.084004999999999982 -0.084144999999999984 -0.47860499999999995 -0.10224499999999999 0.0052350000000000009 0.086920000000000011
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 -6 14 -11 13 -13 -12 15 -10
right_child=-2 3 -4 4 5 -7 -8 -9 9 10 11 12 -14 -15 -16 -17
leaf_value=0.0010541288392040421 -0.00081977662989663586 -0.00056251830845503281 -0.00013913159502157581 0.00086537739627413934 -0.00059816484601834022 -0.00056466187037249819 0.00062599803107114425 0.00042650858705962897 0.00072450434094286612 0.00034884514336726627 -0.00046394289869154486 8.9039809551283932e-05 -0.0013311293045877505 0.00063688392335079977 0.00075656470268412935 -0.0006647681535221384
leaf_weight=0.0010790970366088004 0.0010033722327390518 0.0014196610540484341 0.0010134715674376188 0.0010713523475378078 0.0014356614072367048 0.0015618167432755918 0.0011763185531415638 0.0012951963483622828 0.0010184663132903849 0.0014993709916070359 0.0014766264381689265 0.0010620393588283176 0.0013182043748719884 0.0011327842998292573 0.0012915770197128029 0.0010107770866203403
leaf_count=39 113 102 359 208 577 148 256 59 40 157 69 10 497 299 61 127
internal_value=0 3.09917e-05 0.00047621 -2.14369e-05 2.55443e-05 -3.33448e-05 2.71509e-05 -2.9021e-05 -8.14864e-05 -5.87106e-06 -0.000169626 -0.000325424 -0.000697465 1.39425e-05 0.000314113 3.25002e-05
internal_weight=0 0.0198624 0.00209257 0.0177699 0.0163502 0.0152788 0.013717 0.0125407 0.0112455 0.00980985 0.00648903 0.00498965 0.00238024 0.00260941 0.00332082 0.00202924
internal_count=3121 3008 398 2610 2508 2300 2152 1896 1837 1260 1032 875 507 368 228 167
is_linear=0
shrinkage=0.00170698


Tree=2570
num_leaves=17
num_cat=0
split_feature=1213 1374 457 484 1 3 15 42 151 48 16 52 160 42 2 4
split_gain=0.000488769 0.000272815 0.000277078 0.00026606 0.000187474 0.000295369 0.000239578 0.000221844 0.000165798 0.000246247 0.000205401 0.000209608 0.000314752 0.000422242 0.000250761 0.000212774
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.088350000000000026 -0.0068949999999999992 0.12811000000000003 0.10542000000000001 0.095175000000000023 0.093775000000000011 -0.0077149999999999988 0.016865000000000002 0.22339500000000004 -0.081934999999999994 -1.0000000180025095e-35 -1.0000000180025095e-35 0.09142500000000002 -0.077679999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 -6 7 8 9 -5 11 -10 -13 -14 15 -15
right_child=1 2 -4 4 5 -7 -8 -9 10 -11 -12 12 13 14 -16 -17
leaf_value=-0.0010517468078988167 -0.00071258663001668549 -0.00068527476987641895 0.00077660988537921953 -0.00077790388817139389 0.0011280263842993578 4.4279485643929796e-05 -0.0006741074722874964 -0.00047219795106954912 0.0009801049308394102 0.00027364114572620137 -0.00019615483586740554 -0.00052194373432452477 -0.00035709562794179327 0.00088478031408666569 0.0012327832180429816 -9.2989033276314227e-05
leaf_weight=0.0010122010957720638 0.0010598961401018228 0.0011251914159743142 0.0013197468876362762 0.0010168219539294652 0.0010078512154887828 0.0014895614234167187 0.0010909771121648476 0.00151709520711315 0.0011506525744657331 0.0011171678953546538 0.0019014834233465235 0.0010189482775225861 0.001215360506435257 0.0010201504599567368 0.0013178970064136597 0.0011117335253039169
leaf_count=491 55 463 116 111 114 107 212 250 119 136 239 199 333 51 63 62
internal_value=0 5.01627e-05 9.40502e-05 4.13742e-05 9.25531e-05 0.000481634 2.04597e-05 8.16317e-05 0.000158927 -0.000227408 0.000253296 0.000378337 0.000256519 0.000426549 0.000702628 0.000374894
internal_weight=0 0.0194805 0.0184206 0.0171009 0.0159757 0.00249741 0.0134783 0.0123873 0.0108702 0.00213399 0.00873623 0.00683474 0.00568409 0.00466514 0.00344978 0.00213188
internal_count=3121 2630 2575 2459 1996 221 1775 1563 1313 247 1066 827 708 509 176 113
is_linear=0
shrinkage=0.00154607


Tree=2571
num_leaves=12
num_cat=0
split_feature=49 151 52 151 4 42 15 16 43 43 0
split_gain=5.10506e-05 0.000112691 9.24717e-05 7.84673e-05 0.000128394 0.00010013 0.000136929 0.000172657 0.000100836 0.000131047 0.000170676
threshold=-0.043469999999999995 -0.073794999999999986 -0.068719999999999989 -0.063609999999999986 0.40945500000000007 0.091545000000000015 -0.037864999999999989 -0.071854999999999988 0.13895500000000002 -0.081454999999999986 -0.084144999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 6 7 -5 9 -8 -11
right_child=3 2 -4 4 -6 -7 8 -9 -10 10 -12
leaf_value=0.0053613759727214735 -0.0040999943622387286 0.0024829691366118974 -0.0030233364819339686 0.00064368838509811421 0.0041342698297336085 -0.0046130634661616888 0.0030090240269271232 -0.0074079484262903764 0.0052631558111962198 0.0019569377161855238 -0.0058954351164710915
leaf_weight=0.0010738170491600522 0.0011246961682861928 0.0012933141154750638 0.001224585700923121 0.0011806057576644572 0.0012863070013124098 0.0011816445710376685 0.0018669545501408553 0.0010271254769414176 0.0010011823717123308 0.0010998371103372181 0.0011869618605143473
leaf_count=196 284 76 153 267 238 505 244 326 84 322 426
internal_value=0 0.00146617 -0.000195034 -0.000506742 -9.56466e-05 -0.000732441 -0.000109635 -0.00310226 0.00117203 0.000185944 -0.00211883
internal_weight=0 0.00359172 0.0025179 0.0109553 0.00983062 0.00854431 0.00736267 0.00220773 0.00515494 0.00415375 0.0022868
internal_count=3121 425 229 2696 2412 2174 1669 593 1076 992 748
is_linear=0
shrinkage=0.0143609


Tree=2572
num_leaves=11
num_cat=0
split_feature=1 52 15 13 0 4 0 52 15 4
split_gain=5.52419e-05 0.000160094 0.000105533 8.94755e-05 8.32058e-05 0.000212048 0.000158258 0.000223596 9.97069e-05 6.68876e-05
threshold=0.11323000000000001 0.11434500000000002 -0.016799999999999995 -0.0025349999999999995 -0.077999999999999986 -0.49405499999999997 -0.17169499999999996 -0.069804999999999992 -0.0063699999999999989 -0.14098499999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 6 -6 7 -1 -8 -7
right_child=2 -3 -4 -5 5 9 8 -9 -10 -11
leaf_value=-0.0018071793446546723 0.0022783085006645881 -0.0043036177010156874 0.0042274524542337414 -0.0018775168802611791 -0.0028255341112944196 0.0049954676102682725 -0.0043210828421830962 0.0053594256115647191 -0.00051496323201905556 0.0013702344069365698
leaf_weight=0.0011819418253071756 0.0012036097373253297 0.0012120078647041973 0.0010438324287891376 0.0014824630736399481 0.0010796849749679094 0.0012753281044680792 0.0016343900688390741 0.0010577887046840941 0.0019183719397691413 0.0013364345661917134
leaf_count=46 273 404 66 127 137 89 711 84 730 454
internal_value=0 -0.000428357 0.00117204 -1.53217e-05 6.68852e-05 0.0013955 -0.000779814 0.00157749 -0.00226591 0.00314044
internal_weight=0 0.0106959 0.00372991 0.00268607 0.00948394 0.00369145 0.00579249 0.00223973 0.00355276 0.00261176
internal_count=3121 2655 466 400 2251 680 1571 130 1441 543
is_linear=0
shrinkage=0.0113235


Tree=2573
num_leaves=16
num_cat=0
split_feature=1374 457 484 1 12 3 2 52 52 12 16 474 16 3 1
split_gain=0.000203152 0.000226966 0.000246223 0.000139127 0.000197333 0.000159956 0.000132026 0.000277741 0.000184411 0.000238491 0.000224539 0.000238969 0.000191276 0.000137889 0.000146556
threshold=-0.094929999999999987 0.088350000000000026 -0.0068949999999999992 0.12811000000000003 0.11650500000000001 0.11296500000000002 0.11548000000000001 0.11434500000000002 0.092650000000000024 0.097825000000000009 0.13751500000000003 0.084660000000000027 -0.056919999999999991 -0.078934999999999991 0.08864000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -5 7 8 9 10 11 12 13 -4 -15
right_child=1 -3 3 5 -6 -7 -8 -9 -10 -11 -12 -13 -14 14 -16
leaf_value=-0.00079702382043973113 -0.00088199596327424227 0.00080672342167327916 -0.00045710493544269971 0.0009078852083749785 -0.00079850085643744099 -7.1889969385924372e-05 0.00049452463760094078 -0.00090735383485975138 0.00078338807981124202 0.0007563522562527115 -0.00089903979995063961 0.00074621328257314763 -0.0007360343425744638 0.00075114283135004046 -0.00014103776182584896
leaf_weight=0.0010275106520576385 0.0010265303447036861 0.0011581220952668258 0.0012204515387045419 0.0011855255782154727 0.0010270223978711248 0.0010148115353982856 0.0017132211970079256 0.0011039845192362249 0.0010124075464894569 0.0010883223530121881 0.0011197803268618543 0.0011045166007424001 0.0014639720249167735 0.0011681748599902111 0.0012513440245885687
leaf_count=55 481 119 543 122 87 105 191 302 156 157 226 103 277 83 114
internal_value=0 3.15443e-05 -2.28647e-05 3.41309e-05 -3.58045e-05 0.000456006 2.81588e-05 -4.76972e-05 5.29551e-05 -3.49069e-05 -0.000152417 -1.77538e-05 -0.00018308 3.93149e-05 0.000289719
internal_weight=0 0.0176582 0.0165001 0.0154735 0.0132732 0.00220034 0.0122462 0.010533 0.00942897 0.00841656 0.00732824 0.00620846 0.00510394 0.00363997 0.00241952
internal_count=3121 3066 2947 2466 2239 227 2152 1961 1659 1503 1346 1120 1017 740 197
is_linear=0
shrinkage=0.00181146


Tree=2574
num_leaves=11
num_cat=0
split_feature=2 159 51 159 3 2 150 133 52 15
split_gain=5.918e-05 5.07044e-05 0.0001007 8.15927e-05 8.70712e-05 0.000261071 0.00016218 0.000153905 0.000108392 0.000194262
threshold=-1.0000000180025095e-35 -0.032739999999999991 0.095050000000000009 0.091530000000000014 -0.12018999999999998 0.11411 0.088380000000000014 -1.0000000180025095e-35 0.084960000000000022 -0.016799999999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 -6 9 -9
right_child=1 2 -4 -5 5 -7 -8 8 -10 -11
leaf_value=0.0022212552492106652 -0.0021542183853969577 0.0019186653906799597 0.0026689738565368235 -0.0029450039452465163 -0.0026493301726801194 -0.0050612585519826331 -0.0033380683798967933 0.00027398921506941766 -0.00090990429152934592 0.0048180709563117831
leaf_weight=0.0010671616479308527 0.0011668371719820722 0.001819369154792117 0.0012317726316240828 0.0010298238582669697 0.001014254822905414 0.0010467308805772726 0.0010590760716922554 0.0019294072113082714 0.001274649876492312 0.0017375470874843825
leaf_count=199 416 190 202 298 640 211 163 317 221 264
internal_value=0 -0.000191429 -2.81595e-06 -0.000304446 -2.92405e-05 -0.000468847 0.000216408 0.000848468 0.00156638 0.00242715
internal_weight=0 0.0133095 0.0121426 0.0109109 0.00988104 0.00806167 0.00701494 0.00595586 0.0049416 0.00366695
internal_count=3121 2922 2506 2304 2006 1816 1605 1442 802 581
is_linear=0
shrinkage=0.0098578


Tree=2575
num_leaves=16
num_cat=0
split_feature=1374 457 11 2 159 52 49 403 52 12 12 1 15 1 16
split_gain=0.000215683 0.000253622 0.000221926 0.000228284 0.000200908 0.000218578 0.000187454 0.000169755 0.000221785 0.00012875 0.00016374 0.00018722 9.32689e-05 0.00011392 7.17769e-05
threshold=-0.094929999999999987 0.088350000000000026 0.087830000000000005 0.11548000000000001 0.091530000000000014 0.11434500000000002 0.005085000000000001 0.085340000000000013 0.095415000000000014 0.10097500000000002 0.084100000000000022 0.10612500000000001 -0.095244999999999982 0.080000000000000016 -0.076354999999999992
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 -5 8 9 10 11 12 -2 -14 -12
right_child=1 -3 -4 6 -6 -7 -8 -9 -10 -11 14 -13 13 -15 -16
leaf_value=-0.00068971302758999529 0.00067712424763452896 0.0007320990517161272 -0.00070907967975803289 0.00077743476693180975 -0.00069240947857536147 -0.00059531689321321035 -2.1773962908468689e-05 -0.00052701202922157025 0.00078350558400423092 0.00049801553116041435 -0.0001044218853980098 -0.00035255600271608269 0.00051043509640809185 -0.00020283452660794192 -0.00068395629422757633
leaf_weight=0.0010507686898395497 0.0011645381204645061 0.0011536677849840566 0.0010398892337473977 0.001587945324863011 0.0010980709409482573 0.0013071679795011492 0.0012566556665427244 0.0010047168082086737 0.0011307618541183681 0.0012983505792875973 0.0010051975389366611 0.0013825079631998669 0.0010135241392643024 0.0011342175735034044 0.0010386980969436695
leaf_count=55 87 119 118 243 227 359 142 221 92 121 489 122 131 126 469
internal_value=0 3.13341e-05 -1.77753e-05 2.88376e-05 -6.06164e-05 -1.83232e-07 0.000424369 7.62914e-05 0.000142409 5.22102e-05 -3.36836e-05 0.000125332 0.000324796 0.000133759 -0.000398939
internal_weight=0 0.0176159 0.0164622 0.0154224 0.0125778 0.0114797 0.0028446 0.0101725 0.0091678 0.00803703 0.00673868 0.00469479 0.00331228 0.00214774 0.0020439
internal_count=3121 3066 2947 2829 2444 2217 385 1858 1637 1545 1424 466 344 257 958
is_linear=0
shrinkage=0.00154607


Tree=2576
num_leaves=15
num_cat=0
split_feature=1374 150 484 52 1 403 48 42 42 133 15 16 4 16
split_gain=0.000195081 0.000223322 0.000155186 0.000143884 0.000241616 0.000191024 0.000187201 0.000179942 0.000211872 0.000119864 0.000155415 0.000207746 5.15145e-05 4.09343e-05
threshold=-0.094929999999999987 0.094365000000000018 -1.0000000180025095e-35 -0.40306999999999998 0.13436000000000001 -1.0000000180025095e-35 0.095090000000000022 0.094935000000000005 0.08623500000000002 0.091410000000000005 -0.094549999999999981 -0.013324999999999998 0.25615500000000008 0.10994000000000002
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 8 9 10 12 -12 -7 -13
right_child=1 -3 3 4 -6 6 -8 -9 -10 -11 11 13 -14 -15
leaf_value=-0.00074284191329754062 -0.00065008931707151072 0.00066271356075098861 -0.00057510128312921523 -0.00070631333388232248 0.00085026411710043882 0.00061663247909883026 -0.00046193594199623266 -0.0004540209267086649 0.00080439524956766944 0.00059637000730015292 -0.00063188601037692384 0.00038999891602242378 9.859480356664462e-05 -8.4716376053240515e-05
leaf_weight=0.0010194233488027829 0.0011051535742703259 0.0014677073772669897 0.0011236386601885277 0.0010376736185425716 0.0010426912360628439 0.0011745127369971711 0.0017287380046543685 0.0012750430309823495 0.0015533067549271459 0.0012308920674534828 0.0017417462382351939 0.0011099492386864845 0.0010678604878699982 0.0010116882559375595
leaf_count=55 496 213 284 673 162 100 137 164 224 50 291 156 60 56
internal_value=0 2.51179e-05 -3.26375e-05 1.256e-05 5.9813e-05 -3.923e-06 5.73573e-05 0.000145672 0.000231683 0.00011043 1.24662e-05 -0.000195014 0.000369933 0.000163634
internal_weight=0 0.0176706 0.0162029 0.0150977 0.0139741 0.0129314 0.0118937 0.010165 0.00888996 0.00733665 0.00610576 0.00386338 0.00224237 0.00212164
internal_count=3121 3066 2853 2357 2073 1911 1238 1101 937 713 663 503 160 212
is_linear=0
shrinkage=0.00170698


Tree=2577
num_leaves=15
num_cat=0
split_feature=403 0 12 1374 457 484 156 15 133 51 49 2 2 0
split_gain=0.000198914 0.000258877 0.000169275 0.000179495 0.00025759 0.00017137 0.000176856 0.00015497 0.000245603 0.000181335 0.000227951 0.000428966 0.000255553 0.000140539
threshold=0.096440000000000012 0.18019500000000002 0.11650500000000001 -0.094929999999999987 0.088350000000000026 -0.0068949999999999992 0.091255000000000017 0.013270000000000002 0.083950000000000011 0.078435000000000019 0.10671500000000002 0.097845000000000015 0.086285000000000014 -0.10151999999999999
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 11 12 13 -7
right_child=-2 -3 -4 4 -6 6 -8 8 -10 -11 -12 -13 -14 -15
leaf_value=-0.0006272617967911315 -0.00071985891618779 0.00078707700037746505 -0.00065777981907469592 -0.0006314259996463489 0.00074693135093465356 0.00053719315979887492 -0.00052269509031132525 -0.00055818361016704381 0.00040967370878206255 0.00063450143409397722 -0.00061977125241180736 0.00087706224936732655 -0.00074233838975203852 -0.00013247568686099092
leaf_weight=0.0010851643807672185 0.0010125316962814488 0.0010527146133726155 0.0010580790459772662 0.0010687982769584737 0.00125919186176393 0.0014240182604531859 0.0013139680920291963 0.0019396528462108801 0.0010432269787243043 0.0019720372630747593 0.0010218709337597356 0.0017389191773511566 0.0010895455631569273 0.0018830262555900824
leaf_count=55 233 34 134 441 107 54 221 573 283 202 129 253 179 223
internal_value=0 1.1886e-05 -3.37101e-05 5.50239e-06 4.90876e-05 -1.15343e-05 3.78122e-05 9.86172e-05 -0.000219687 0.000202618 8.36228e-05 0.000200773 -6.67094e-05 0.000155885
internal_weight=0 0.0189502 0.0178975 0.0168394 0.0157543 0.0144951 0.0134263 0.0121123 0.00298288 0.00912942 0.00715738 0.00613551 0.00439659 0.00330704
internal_count=3121 2888 2854 2720 2665 2558 2117 1896 856 1040 838 709 456 277
is_linear=0
shrinkage=0.00160853


Tree=2578
num_leaves=11
num_cat=0
split_feature=41 3 1 3 13 4 47 4 12 4
split_gain=6.28918e-05 8.20235e-05 8.8006e-05 0.000201102 0.000152879 0.000109056 0.00012636 0.000115883 6.68503e-05 3.57758e-05
threshold=1.0000000180025095e-35 -0.12018999999999998 0.08844500000000001 -0.055119999999999995 -0.0025349999999999995 0.0061450000000000003 0.092710000000000015 0.10528000000000001 0.088365000000000013 -0.15764999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 8 -6 7 -7 -4 -5
right_child=-2 2 4 9 5 6 -8 -9 -10 -11
leaf_value=0.0025782990861070326 -0.0027304780969645988 -0.0055185001229915648 0.0046333276613668645 0.0020151737631404734 -0.0039032569971834061 0.0046738910055202443 -0.0026652869679557631 -0.0009111315040679197 0.00076706549874547237 -0.00090484221318274456
leaf_weight=0.0019003893003806732 0.0011811061125115438 0.0013371225118804274 0.0015186187249135166 0.001098408084244662 0.0012058755906257899 0.001222394073124633 0.0013094877730306376 0.0010270770480188818 0.00120497585940086 0.0014792666597046537
leaf_count=221 173 1488 380 59 166 25 70 84 301 154
internal_value=0 0.000220762 -0.000172131 -0.00166137 0.000606414 -0.000717647 0.000361728 0.00212385 0.00292281 0.000339446
internal_weight=0 0.0133036 0.0114032 0.0039148 0.00748843 0.00476483 0.00355896 0.00224947 0.00272359 0.00257767
internal_count=3121 2948 2727 1701 1026 345 179 109 681 213
is_linear=0
shrinkage=0.0122569


Tree=2579
num_leaves=16
num_cat=0
split_feature=14 157 0 12 16 12 1 1 0 1 133 4 39 43 16
split_gain=0.000341775 0.00015352 0.000167554 0.00035421 0.000201199 0.000228199 0.000236725 0.000233197 0.000218727 0.000474013 0.000155483 0.000151501 0.00011098 8.44765e-05 8.57453e-05
threshold=0.062655000000000016 -0.073574999999999988 0.18019500000000002 0.11650500000000001 -0.056919999999999991 0.088485000000000022 0.09253500000000002 0.080000000000000016 -0.20211999999999997 0.11353000000000001 -1.0000000180025095e-35 0.033845000000000007 0.0046100000000000004 -0.079329999999999984 -0.36241499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 8 6 -6 -7 11 10 -10 -3 -8 -12 -15
right_child=-2 2 -4 -5 5 7 12 -9 9 -11 13 -13 -14 14 -16
leaf_value=0.0004644464903164408 -0.00094261510414684572 0.00012613538966223822 0.00057568907906619738 -0.00099027295360232465 -0.0010458989468949582 0.00052032388033743191 -0.00054381902609093417 -0.00047767680259136572 -0.00047086088482252729 0.0011669683675205869 -0.00013723297601508447 -0.00067137942426619026 0.00020345819232192168 8.7295701398985249e-05 0.0006686646353542793
leaf_weight=0.0019871062229328889 0.0010185893476368771 0.0013853901845344262 0.0011948574933075716 0.0010334790806236773 0.0013327505172467235 0.0016345038410918852 0.0010555224918462613 0.0010257996455212068 0.0010627944449624043 0.0013987155074622606 0.0011433055830936262 0.0011936637789515814 0.0010848075599897145 0.0012957014076500888 0.0014439604569149141
leaf_count=398 104 33 36 124 347 270 85 200 562 218 260 64 96 59 265
internal_value=0 3.25597e-05 -1.70899e-05 -6.11091e-05 2.66703e-06 -0.000226099 -0.000503076 0.0001355 0.000159904 0.000323677 8.51854e-05 -0.000242978 -0.000165068 0.000237379 0.000393711
internal_weight=0 0.0192724 0.0172853 0.0160904 0.0150569 0.00613338 0.00347308 0.0026603 0.00892353 0.00634448 0.00494576 0.00257905 0.00214033 0.00388297 0.00273966
internal_count=3121 3017 2619 2583 2459 998 528 470 1461 1364 1146 97 181 584 324
is_linear=0
shrinkage=0.0016407


Tree=2580
num_leaves=16
num_cat=0
split_feature=1374 457 484 15 51 49 47 49 52 13 43 1 42 12 12
split_gain=0.0002496 0.000296517 0.000239216 0.000167032 0.000322387 0.000200052 0.0003017 0.000180043 0.000388078 0.000277818 0.000246759 0.000247388 0.000179858 0.000226322 0.000163948
threshold=-0.094929999999999987 0.088350000000000026 -0.0068949999999999992 -0.094549999999999981 0.082455000000000014 0.0034800000000000005 0.092530000000000015 0.082865000000000008 0.11434500000000002 -0.095304999999999987 -0.053764999999999993 0.081315000000000012 0.097020000000000009 0.085885000000000017 0.088305000000000008
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 -4 8 9 14 12 -12 13 -11 -5
right_child=1 -3 3 7 -6 -7 -8 -9 -10 10 11 -13 -14 -15 -16
leaf_value=-0.00088064257488580059 -0.00087711956123225565 0.00088752938494407116 0.00095550323078583805 -0.00015903444394456772 0.0011361147986815533 -0.00056894239441597201 -0.00032116064794638504 0.00060998636473750178 -0.0012046821242546048 0.00026528089419335912 -1.0121530980578711e-05 -0.0011886135732665638 0.0006861443358316139 -0.0007223783174887577 0.00076862102372527374
leaf_weight=0.001080817000590705 0.0010693968362141251 0.0012898634852280882 0.0013075000870111696 0.0010133686439033323 0.0012136910454294825 0.0012339234404547313 0.001223106749926206 0.001117773078925465 0.0011079001127566176 0.0016867376932750266 0.0010229696046933669 0.0014995019573888491 0.0010415300896029489 0.0014933622537964195 0.0018159592862643237
leaf_count=55 481 119 213 85 65 203 67 250 242 178 443 336 47 285 52
internal_value=0 3.20119e-05 -2.98203e-05 2.41871e-05 0.000308015 4.10345e-05 0.000338459 -9.55643e-05 -0.000169398 -4.95885e-05 -0.000253459 -0.000710685 1.9738e-05 -0.00019852 0.000436367
internal_weight=0 0.0191366 0.0178467 0.0167773 0.00497822 0.00376453 0.00253061 0.0117991 0.0106813 0.00957343 0.0067441 0.00252247 0.00422163 0.0031801 0.00282933
internal_count=3121 3066 2947 2466 548 483 280 1918 1668 1426 1289 779 510 463 137
is_linear=0
shrinkage=0.00184769


Tree=2581
num_leaves=10
num_cat=0
split_feature=11 43 15 4 52 2 4 3 0
split_gain=6.09277e-05 7.11015e-05 0.000114569 8.69076e-05 7.84566e-05 8.05859e-05 0.000128113 0.000113273 7.16957e-05
threshold=0.081790000000000015 -0.052894999999999991 -0.053579999999999996 -0.083854999999999985 -0.088204999999999992 0.10613000000000002 0.058735000000000009 0.090900000000000009 -0.10224499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -3 7 -7 8 -6
right_child=-2 4 3 -5 5 6 -8 -9 -10
leaf_value=0.0040250154054905212 -0.0026858993949107008 -0.0031939611080742817 0.0019375137632979059 -0.0018606827940418969 -0.0026810956287356608 0.00099055657029279071 -0.0040363092372078455 0.0037142377799121765 0.0013261499475922033
leaf_weight=0.0015707453098377884 0.0011419060469570761 0.0012947241442049636 0.0018140947078387135 0.0016713272529055613 0.0011370383781197956 0.0014762043410712442 0.001452338390092428 0.0015184185507204351 0.0014889644534214843
leaf_count=652 175 217 239 496 130 125 174 107 806
internal_value=0 0.000205457 0.00133051 0.000116205 -0.000474357 2.34733e-05 -0.00150239 0.00110169 -0.000408956
internal_weight=0 0.0134239 0.00505617 0.00348542 0.00836769 0.00707296 0.00292854 0.00414442 0.002626
internal_count=3121 2946 1387 735 1559 1342 299 1043 936
is_linear=0
shrinkage=0.0120166


Tree=2582
num_leaves=14
num_cat=0
split_feature=14 157 160 50 133 42 40 15 16 49 12 43 0
split_gain=0.000188609 0.000161362 0.000165533 0.000235324 0.000275923 0.000130444 0.000162732 0.000184705 0.000142435 0.000200269 0.000107373 0.000105084 7.71063e-05
threshold=0.018475000000000002 -0.073574999999999988 -1.0000000180025095e-35 0.10030500000000002 -1.0000000180025095e-35 -0.095859999999999987 -0.012109999999999998 -0.095869999999999983 -0.071854999999999988 -0.069799999999999987 1.0000000180025095e-35 -0.074359999999999996 -0.18113999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 10 4 -4 -6 -7 12 9 -9 -3 -10 -8
right_child=-2 2 3 -5 5 6 7 8 11 -11 -12 -13 -14
leaf_value=0.00049092801131193843 -0.00070504345848886583 -0.00011244143548152846 -0.00077060280259792378 0.00080948265015057654 -0.00043917849914542972 0.00069503678985630233 -0.00065182198780599327 -8.2500894122892085e-05 0.00025917569764831238 0.00075766679628010548 -0.00081153904858258209 -0.00030543720901787553 -4.7956056702446117e-05
leaf_weight=0.0018088223045190565 0.0010023612518236793 0.001327148739392488 0.0011849143781338554 0.0010011569516661665 0.0012511931977024207 0.0011803266704032605 0.0011653220691574262 0.0012444377819402774 0.0016589935973347694 0.0019770865040948252 0.0010667450736542776 0.0019077314852493704 0.0011126953608041751
leaf_count=398 119 140 655 131 95 174 41 58 149 300 505 229 127
internal_value=0 2.63273e-05 -2.59425e-05 4.36891e-05 -1.67617e-05 6.0926e-05 0.000121993 4.7389e-05 0.000183049 0.00043312 -0.000423967 -4.28184e-05 -0.000356864
internal_weight=0 0.0178866 0.0160778 0.0136839 0.0126827 0.0114978 0.0102466 0.00906627 0.00678825 0.00322152 0.00239389 0.00356673 0.00227802
internal_count=3121 3002 2604 1959 1828 1173 1078 904 736 358 645 378 168
is_linear=0
shrinkage=0.0016407


Tree=2583
num_leaves=16
num_cat=0
split_feature=147 484 13 48 3 403 132 403 160 42 151 52 2 4 48
split_gain=0.000151185 0.000211992 0.000154032 0.000184331 0.000215132 0.000249129 0.000236567 0.000159033 0.000246148 0.000230195 0.000280625 0.000199201 0.000247232 0.000240576 0.000140437
threshold=0.089025000000000007 -0.0068949999999999992 -0.52014499999999986 0.12737000000000001 0.13524500000000003 -1.0000000180025095e-35 0.081465000000000024 1.0000000180025095e-35 -0.079874999999999988 -0.090219999999999981 -0.0083949999999999979 0.048770000000000008 0.089885000000000007 0.061775000000000004 0.085485000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 8 -7 -10 -11 12 13 -12 -14
right_child=-2 2 3 -5 -6 6 -8 -9 9 10 11 -13 14 -15 -16
leaf_value=-0.00077367539658465415 0.00058760492795428018 -0.00063741389882921589 -0.00077636662609615378 -0.00065050531680629225 0.0006948925158432994 -0.00053407271733444718 0.00085264160490946541 -0.00058663700937333651 -0.00048459707120370756 -0.00029639879698519861 -0.00065136590175747956 0.0010264038416061972 0.00030347931108343494 0.00046397333279250548 0.001150963994126841
leaf_weight=0.0010639274166819581 0.0011088736078521599 0.0010094381391125831 0.0010222543065521181 0.0010226850470800358 0.0014564024725749478 0.001555936127662169 0.0010263630083867112 0.0011146041189012334 0.0012224442657411648 0.0017109948537379375 0.0010988886648547963 0.0013933979713001143 0.001187045662170547 0.0010680330624621669 0.0010165933704637167
leaf_count=492 124 38 694 67 107 354 137 295 83 157 159 88 218 57 51
internal_value=0 -4.91086e-05 -3.50773e-06 3.67479e-05 8.40044e-05 1.76909e-05 8.31829e-05 1.37118e-05 7.89736e-05 0.000188646 0.000298747 0.000475412 0.000299748 -0.000101637 0.000694445
internal_weight=0 0.017969 0.0169051 0.0158956 0.014873 0.0134166 0.0123943 0.0113679 0.0102533 0.0086974 0.00747495 0.00576396 0.00437056 0.00216692 0.00220364
internal_count=3121 2997 2505 2467 2400 2293 1599 1462 1167 813 730 573 485 216 269
is_linear=0
shrinkage=0.00167351


Tree=2584
num_leaves=11
num_cat=0
split_feature=133 52 16 42 160 52 52 49 13 1
split_gain=6.21251e-05 7.61215e-05 0.000157636 0.000118065 0.000135672 0.000211234 0.000144323 0.00016745 0.000138587 0.000154357
threshold=0.10622000000000002 -0.24456499999999998 0.23311500000000004 -0.0060199999999999993 -1.0000000180025095e-35 -0.013374999999999998 0.077655000000000016 -0.081404999999999991 -0.094514999999999988 0.094825000000000007
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 7 -6 -9 -10
right_child=-2 2 -4 4 6 -7 -8 8 9 -11
leaf_value=-0.0020495494156246123 -0.0025106321431403143 -0.0031983520199957995 0.003940589573776865 0.0012767485903806314 0.0037343226821897851 -0.0047896709331567604 0.0040695059894490923 0.0018870841273047807 -0.0054117839483006479 -7.6261111106858367e-05
leaf_weight=0.0015514281748721893 0.001057175229073456 0.0011493132383501468 0.0013202772138978794 0.0013552650667407809 0.0012867250625595641 0.0012621394048658438 0.0015519101078887987 0.0015128192378443248 0.0010189262981103201 0.0015664434261836494
leaf_count=333 435 621 117 249 103 440 244 154 228 197
internal_value=0 0.000174865 0.00046188 3.27831e-05 0.000421468 -0.00164854 0.00120252 0.000376273 -0.000678068 -0.00217906
internal_weight=0 0.0135752 0.0120238 0.0107035 0.00955423 0.0026174 0.00693682 0.00538491 0.00409819 0.00258537
internal_count=3121 2686 2353 2236 1615 689 926 682 579 425
is_linear=0
shrinkage=0.0106704


Tree=2585
num_leaves=15
num_cat=0
split_feature=14 0 14 16 49 0 52 4 12 3 4 133 15 150
split_gain=0.000218832 0.000177075 0.000405102 0.000244689 0.000161209 0.000144982 0.000128167 0.000170595 0.000201015 0.000145049 0.000157569 0.000202137 0.000111945 0.000170562
threshold=0.023790000000000002 -0.10607499999999999 -0.10708499999999999 -0.032969999999999992 -0.081404999999999991 -0.084269999999999984 -0.40306999999999998 0.10637500000000001 0.10193000000000001 0.076840000000000006 -0.084369999999999987 1.0000000180025095e-35 -0.10653 0.097210000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -3 -7 8 9 10 11 -8 -6 -14
right_child=-2 5 3 -5 12 6 7 -9 -10 -11 -12 -13 13 -15
leaf_value=-0.00081383108674711361 -0.00082348624948731829 -0.00056216962226758333 0.00078626589715784158 0.0010485654067952336 0.000397976634934669 -0.00058731468507873291 0.00032675372996501898 0.00071863510086607842 -0.00075853808282126602 -0.0004517694890091192 0.0006047631723522023 -0.00066176979652060272 -0.00073330067226391477 0.00025181545813203384
leaf_weight=0.0010020268990942327 0.0010145821609214003 0.0019172300805730064 0.0011861450432607279 0.0014278990080476275 0.0015777570928914783 0.001125555847142746 0.0017024692698298081 0.0010541205230069454 0.0010644298149408808 0.0012798708365759914 0.0019768919437032919 0.0010577972155039958 0.0010652907474997808 0.0011556928873892591
leaf_count=51 113 880 58 93 142 271 137 167 195 87 689 110 68 60
internal_value=0 2.35039e-05 0.000236303 0.000400391 0.000214725 -0.00011765 -2.56257e-05 5.20838e-05 -4.71366e-05 7.87124e-05 0.000222036 -5.20711e-05 3.62629e-05 -0.000220694
internal_weight=0 0.0185932 0.00741481 0.00641278 0.00498489 0.0111784 0.00926114 0.00813558 0.00708146 0.00601703 0.00473716 0.00276027 0.00379874 0.00222098
internal_count=3121 3008 472 421 328 2536 1656 1385 1218 1023 936 247 270 128
is_linear=0
shrinkage=0.00177594


Tree=2586
num_leaves=17
num_cat=0
split_feature=1213 1374 457 484 13 1 15 42 0 47 15 15 133 4 15 12
split_gain=0.000410798 0.000243078 0.000280749 0.000306737 0.000271764 0.000261159 0.000317008 0.000296149 0.000270231 0.00024182 0.000321336 0.000409789 0.00014042 0.000219372 0.000107538 3.99445e-05
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.088350000000000026 -0.0068949999999999992 -0.49353499999999995 0.12811000000000003 0.091650000000000023 0.093775000000000011 -0.050684999999999994 0.092530000000000015 -0.094549999999999981 -0.0088349999999999974 0.091250000000000012 -0.17966999999999997 -0.14147499999999996 0.051320000000000005
decision_type=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 14 -12 13 -13 -6 -15
right_child=1 2 -4 4 5 8 -8 -9 -10 -11 11 12 -14 15 -16 -17
leaf_value=-0.0010971539920948984 -0.00073785531488472261 -0.00088979737586588269 0.00087817355461390037 -0.00073272451233452065 0.0005192707550192219 0.0012598842497607663 -0.0007668378483718601 -0.00055813373813298989 4.4119564188497043e-05 -0.00038047624018892521 -0.00071104519710166582 -0.00035073183652781486 0.00091006315568209982 0.00082595931257001861 0.0012315145964157006 0.00033019517525957701
leaf_weight=0.0010604496612209502 0.0012023709439996635 0.0010812027733777671 0.0013121432412843198 0.001187251087593876 0.0013022380314023363 0.0012485096683353299 0.0013389750934634176 0.0016311475696750401 0.0010714960265567211 0.0015878643637294168 0.0013630713419059406 0.0013329441661764632 0.0012336900938425543 0.0010114730593533188 0.0013740587946601815 0.0010392354749941268
leaf_count=491 55 463 116 60 113 96 281 219 87 138 400 126 74 57 105 240
internal_value=0 3.66708e-05 8.53892e-05 2.69587e-05 8.62341e-05 0.000148824 5.23416e-05 0.000144703 0.000698383 0.000256609 0.000373467 0.000144574 0.000397158 0.000210152 0.00088495 0.000574721
internal_weight=0 0.0203177 0.0191153 0.0178032 0.016722 0.0155347 0.0132147 0.0118757 0.00232001 0.0102446 0.00865671 0.00598041 0.00461734 0.00338365 0.0026763 0.00205071
internal_count=3121 2630 2575 2459 1996 1936 1753 1472 183 1253 1115 897 497 423 218 297
is_linear=0
shrinkage=0.00177594


Tree=2587
num_leaves=16
num_cat=0
split_feature=1213 1374 457 484 50 52 151 4 39 16 13 40 13 15 3
split_gain=0.000505633 0.000261542 0.000270293 0.000318483 0.000170493 0.000260219 0.00015189 0.000228008 0.000169116 0.000176445 0.000266015 0.00021548 0.000170661 0.000236821 0.000330505
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.088350000000000026 -0.0068949999999999992 0.099210000000000007 0.11434500000000002 -0.090369999999999992 0.40473500000000007 0.097050000000000011 0.38525000000000004 0.17001000000000002 -0.067184999999999981 -0.099939999999999987 -0.094549999999999981 -0.083924999999999986
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 -8 -13 -14 -15
right_child=1 2 -4 4 -6 -7 7 -9 -10 -11 -12 12 13 14 -16
leaf_value=-0.0011950191269427856 -0.00075182325899614537 -0.00087131609032772167 0.00086786411437898088 -0.00049779532894499254 0.00073811252605644523 -0.00059251358679064919 -0.00053610893978853105 0.00091765579496228542 -0.00053566771418685991 0.00073538781673864611 -0.00068786689687747797 0.00083383667841961098 0.0008358623339851846 0.00049684635039930376 -0.00057037371954879175
leaf_weight=0.0010401895160482904 0.0011588497739198891 0.0010820483003270457 0.0012952577050520967 0.0010563750970820915 0.0011920905004391665 0.0016761309764812991 0.0010103565043026496 0.0011804701415621859 0.001098604484086608 0.0014957072051527348 0.0011598457231279391 0.0015394603881522268 0.0011957548951943846 0.0016835268554960332 0.0018423697063235205
leaf_count=491 55 463 116 103 198 238 105 182 61 204 64 84 120 296 341
internal_value=0 5.05898e-05 0.000100832 4.31125e-05 0.000104452 5.38868e-05 0.00013558 0.000190395 0.00011253 0.000184265 8.64965e-05 0.000210012 0.000330414 0.000166277 -6.0803e-05
internal_weight=0 0.0196668 0.018508 0.0172127 0.0161307 0.0149386 0.0132625 0.0122061 0.0110256 0.00992702 0.00843131 0.00727147 0.00626111 0.00472165 0.0035259
internal_count=3121 2630 2575 2459 1996 1798 1560 1457 1275 1214 1010 946 841 757 637
is_linear=0
shrinkage=0.00174112


Tree=2588
num_leaves=15
num_cat=0
split_feature=1213 1374 457 484 13 15 3 3 11 1 2 48 3 43
split_gain=0.000460863 0.000171154 0.000239807 0.000239348 0.000161915 0.000185263 0.000273563 0.000277109 0.000198379 0.000205826 0.000149575 0.000142936 0.000173535 0.00016133
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.088350000000000026 -0.0068949999999999992 -0.49353499999999995 0.091650000000000023 0.13524500000000003 0.095270000000000007 0.081790000000000015 1.0000000180025095e-35 0.096540000000000015 0.081275000000000014 -0.073884999999999992 -0.079109999999999986
decision_type=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 -6 12 13 -11
right_child=1 2 -4 4 5 -7 -8 -9 -10 11 -12 -13 -14 -15
leaf_value=-0.0010835406852348316 -0.0005869578404363229 -0.00072125141635890656 0.00076767809187173021 -0.00052445400310343704 -0.00042968273205461888 -0.00038486669917022474 0.00082618846148540983 -0.00046549492617027264 -0.00039147248613040163 0.00020466453794029991 0.00034505329993501503 0.00096364106142851483 -2.6467718639038796e-05 0.001119699243481812
leaf_weight=0.0010192635185598395 0.0010736102471118327 0.0010565455438953609 0.0012941542876942691 0.0010870589742235622 0.0013676531636986457 0.0016493879883414326 0.0016342135048939008 0.0018872114916401736 0.0012178180051769525 0.0010188688371102206 0.0013166175218762149 0.0013736221022638568 0.0017921636145229502 0.0010565202700238488
leaf_count=491 55 463 116 60 503 299 95 76 140 110 220 157 192 144
internal_value=0 4.91743e-05 8.76468e-05 3.41724e-05 8.59958e-05 0.000132355 0.000199716 0.000106901 0.000225047 0.00031978 -4.96797e-05 0.000509 0.000347526 0.000670482
internal_weight=0 0.0188254 0.0177518 0.0164577 0.0154011 0.0143141 0.0126647 0.0110305 0.00914326 0.00792545 0.00268427 0.00524117 0.00386755 0.00207539
internal_count=3121 2630 2575 2459 1996 1936 1637 1542 1466 1326 723 603 446 254
is_linear=0
shrinkage=0.0016407


Tree=2589
num_leaves=11
num_cat=0
split_feature=1 0 133 4 47 16 47 3 49 15
split_gain=6.3114e-05 0.000129189 0.000120128 8.64563e-05 0.000106121 0.000128111 8.83625e-05 7.5866e-05 7.41579e-05 2.27641e-05
threshold=0.08592000000000001 -0.060129999999999996 1.0000000180025095e-35 -0.084369999999999987 0.087235000000000021 -0.095964999999999981 0.10980000000000002 -0.055119999999999995 -0.0060549999999999988 -0.09551999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 7 -3 -2 5 -5 -6 -1 -7 -10
right_child=3 2 -4 4 6 8 -8 -9 9 -11
leaf_value=-0.0044776415255923432 -0.002205071410537573 0.0021659662930982337 -0.0018901331341536864 0.0040810768677140936 -0.0026679211842506856 -0.00072156164328270023 0.00084097125632551933 -0.00082042760468299019 0.00095685084953294874 0.0030980414279013807
leaf_weight=0.0011780604509456479 0.0010836789888044882 0.0017600164796389671 0.0012715654314773908 0.0015532635240097887 0.0013161626388433906 0.0019523257436297467 0.0016170376007466798 0.0011173997390992712 0.001001086529244054 0.0010069119257549502
leaf_count=1427 225 129 90 277 126 198 134 140 99 276
internal_value=0 -0.000897866 0.000464678 0.000468653 0.000811678 0.00163371 -0.000733511 -0.00269736 0.000673839 0.00203055
internal_weight=0 0.00532704 0.00303158 0.00953047 0.00844679 0.00551359 0.0029332 0.00229546 0.00396032 0.002008
internal_count=3121 1786 219 1335 1110 850 260 1567 573 375
is_linear=0
shrinkage=0.010055


Tree=2590
num_leaves=12
num_cat=0
split_feature=41 474 160 133 52 4 4 2 4 3 160
split_gain=5.93375e-05 7.81972e-05 0.000106613 0.000179652 0.0001224 0.000152215 0.000130307 0.00013741 0.000310172 0.000142072 6.00015e-05
threshold=0.078065000000000009 0.084660000000000027 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10744000000000002 -0.35136499999999998 -0.083854999999999985 0.11411 0.0052350000000000009 0.090900000000000009 -0.10466499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 -4 5 -5 -7 8 -8 -10 -1
right_child=-2 -3 3 4 -6 6 7 -9 9 -11 -12
leaf_value=-0.00052644593692097348 -0.0026101845560643684 0.0028432804812372177 -0.0039645783439258998 -0.0032379792365154272 0.0040400280912990024 0.0046675656377300955 -0.0028761186034270249 -0.0030304146864956931 0.001208457157907855 0.0059631300943197461 -0.0043615682988489063
leaf_weight=0.0010107903259062717 0.001016041380856981 0.0012280922140987223 0.0010660000688798863 0.0012404119521591817 0.0012765268099642632 0.0010112132994146011 0.0015490073253411323 0.0011822246623720669 0.0018696127128168998 0.0013222924341509401 0.0010003254677810299
leaf_count=373 154 334 661 125 129 142 445 191 177 58 332
internal_value=0 0.000169936 -9.21175e-05 0.000355703 0.000842982 0.000343749 0.000984446 0.000355654 0.00120003 0.00317815 -0.00243403
internal_weight=0 0.0137565 0.0125284 0.0105173 0.00945129 0.00817476 0.00693435 0.00592314 0.00474091 0.00319191 0.00201112
internal_count=3121 2967 2633 1928 1267 1138 1013 871 680 235 705
is_linear=0
shrinkage=0.0111015


Tree=2591
num_leaves=12
num_cat=0
split_feature=2 2 52 3 13 2 2 0 2 16 3
split_gain=5.72887e-05 6.13047e-05 0.000118712 0.000101058 9.68156e-05 0.000142503 0.000150228 0.000106023 0.000101477 7.74102e-05 6.47637e-05
threshold=-1.0000000180025095e-35 0.12358500000000001 0.11434500000000002 0.12745000000000004 -0.094514999999999988 0.11215000000000001 0.10222000000000002 -0.053834999999999994 0.10005000000000001 -0.0064149999999999997 0.0041950000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 8 6 7 9 -2 10 -6
right_child=1 3 -4 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=0.0029808814015209327 -0.00037511841325960646 0.0049327410462652512 -0.004694477908524515 -0.0011011774921730235 -0.0031593723880350227 -0.0054782547407001368 0.0044050736267778785 -0.004203026510674837 0.0049200857196875954 0.0029135020644057157 0.00095643734019728352
leaf_weight=0.0010772106698518124 0.0014530656690404662 0.0010129632950872597 0.0011883489391201216 0.0010203482419556265 0.0014666051414348128 0.0010920533262159283 0.0010837252446626484 0.0014805199301290983 0.001218625636865811 0.0011989130390755278 0.0013397025982875288
leaf_count=199 145 205 399 110 1085 145 225 118 75 347 68
internal_value=0 -0.000261559 -0.00064388 0.00190482 -0.00017805 -0.000951573 -0.000199095 -0.00110866 0.00204016 3.51605e-05 -0.00119453
internal_weight=0 0.0135549 0.0115216 0.00203331 0.0103332 0.00766152 0.00656947 0.00548574 0.00267169 0.00400522 0.00280631
internal_count=3121 2922 2607 315 2208 1988 1843 1618 220 1500 1153
is_linear=0
shrinkage=0.0135326


Tree=2592
num_leaves=11
num_cat=0
split_feature=11 3 1 3 13 43 4 15 4 13
split_gain=6.10867e-05 6.88767e-05 8.85328e-05 0.000169405 0.000123459 0.00010071 0.000148998 0.000145732 0.000128339 3.97946e-05
threshold=0.081790000000000015 -0.12018999999999998 0.08844500000000001 -0.055119999999999995 -0.094514999999999988 -0.052894999999999991 0.0061450000000000003 -0.053579999999999996 0.076415000000000025 -0.10278499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 7 -7 -6 -8 -5
right_child=-2 2 4 9 5 6 8 -9 -10 -11
leaf_value=0.0026227657018053404 -0.0030323725865770874 -0.0057215043758223347 0.0048028428200566154 -0.0015037397830050406 0.005654887492629347 -0.0055507463771498657 0.0031049716228195648 -0.00098305824297138583 -0.0026424690646864955 0.0018303797069991049
leaf_weight=0.0018985294475020046 0.0011369339831045358 0.0013355112385699747 0.0011405672724801455 0.0012835416283216716 0.0011432169684651907 0.0011162909527348552 0.0014489011790899675 0.001288206290527432 0.0013980003389693282 0.0013400003867290455
leaf_count=180 175 1497 169 40 276 233 55 179 121 196
internal_value=0 0.000234872 -0.000159542 -0.00179804 0.00070134 -3.02195e-05 -0.00136042 0.002138 0.000282632 0.000199195
internal_weight=0 0.0133928 0.0114942 0.00395905 0.00753518 0.00639462 0.00396319 0.00243142 0.0028469 0.00262354
internal_count=3121 2946 2766 1733 1033 864 409 455 176 236
is_linear=0
shrinkage=0.0135326


Tree=2593
num_leaves=16
num_cat=0
split_feature=14 403 3 157 48 14 2 1 16 4 40 4 133 1 3
split_gain=0.00023025 0.000173056 0.00018408 0.000174612 0.00013767 0.00015907 0.000291065 0.000280063 0.000124478 0.000199322 0.000148243 0.00023122 0.000281191 0.000329763 0.000153645
threshold=0.054835000000000009 0.090990000000000015 -0.20241999999999996 -0.08107499999999998 0.12879500000000002 -0.10708499999999999 0.11144000000000001 0.10612500000000001 -0.10850999999999998 0.25615500000000008 -1.0000000180025095e-35 0.0061450000000000003 0.083950000000000011 0.086560000000000012 0.013900000000000001
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 8 -8 9 -7 -10 12 13 -12 -13
right_child=-2 -3 3 4 -6 6 7 -9 10 -11 11 14 -14 -15 -16
leaf_value=0.00074826130216629075 -0.00080859345010305284 -0.0006402785235727639 0.00061777565650006545 -0.0005943646270345675 -0.00058806933516626495 0.00058809678345595156 -2.7153128046046791e-05 0.0011944297461121542 -0.00073213852686701986 -0.00034941865911450163 -0.00013834787597513646 -5.820234405044396e-05 0.0003878810862275896 -0.0013046211603359148 0.00084293130976554177
leaf_weight=0.0010865390146096192 0.0010134497082163454 0.0010669495206559977 0.0013204119707301261 0.0011339897730446588 0.0011850225710422551 0.0018653531007549523 0.0010061537226811268 0.001197923683726676 0.0011252996463565488 0.001023249520995125 0.0018867501324171376 0.0011137308298417104 0.0012499443889123201 0.0011291912689963199 0.0010917366302010123
leaf_count=132 110 251 286 111 73 180 178 158 119 127 523 119 465 272 17
internal_value=0 2.70469e-05 6.79307e-05 2.26605e-05 -2.96969e-05 1.81704e-05 7.29099e-05 0.000636781 -4.562e-05 0.000255994 -0.000160308 -6.08725e-05 -0.000292874 -0.000575009 0.000387871
internal_weight=0 0.0184822 0.0174153 0.0163288 0.0150083 0.0138233 0.0126893 0.00220408 0.0104853 0.0028886 0.00759665 0.00647135 0.00426589 0.00301594 0.00220547
internal_count=3121 3011 2760 2628 2342 2269 2158 336 1822 307 1515 1396 1260 795 136
is_linear=0
shrinkage=0.00170698


Tree=2594
num_leaves=13
num_cat=0
split_feature=12 484 15 43 49 3 52 1 43 1 13 3
split_gain=5.83346e-05 6.21134e-05 8.62841e-05 7.95587e-05 9.38153e-05 0.000133272 9.76258e-05 0.000307021 7.98271e-05 0.000156436 0.000204914 5.9992e-05
threshold=0.11650500000000001 -1.0000000180025095e-35 -0.24436499999999997 -0.072864999999999985 -0.043469999999999995 0.090900000000000009 0.077655000000000016 0.096125000000000016 -0.40263499999999991 1.0000000180025095e-35 -0.063184999999999977 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 8 5 -5 7 11 -4 -10 -11 -6
right_child=-2 2 3 4 6 -7 -8 -9 9 10 -12 -13
leaf_value=-0.0026797730793581944 -0.002815774323728453 0.0038045036861743793 -0.0015507830487341686 -0.0017036964248778525 -0.0016842213873823108 0.0043731910559918676 0.0014530753409097172 -0.0067100055303296168 -0.0013965085458597039 0.00012257495589209993 0.0073007183829356835 0.0022513301099104654
leaf_weight=0.0010084046224069906 0.001002155012494582 0.0010009012807513018 0.001036336630918816 0.0010011577771855806 0.0011090292664251082 0.0010868425725306108 0.0011677514820174241 0.0015113984106411849 0.0011381253726283451 0.0010512278127696589 0.0012656702474002496 0.001128339180185949
leaf_count=488 147 217 94 88 416 89 558 191 440 188 132 73
internal_value=0 0.000189062 0.000420557 0.00012593 -0.000674557 0.00145944 -0.00158084 -0.00252592 0.00137433 0.00225172 0.00404384 0.000300538
internal_weight=0 0.0135052 0.0124968 0.0114959 0.00700452 0.002088 0.00491652 0.00374877 0.00449136 0.00345502 0.0023169 0.00223737
internal_count=3121 2974 2486 2269 1415 177 1238 680 854 760 320 489
is_linear=0
shrinkage=0.0120166


Tree=2595
num_leaves=15
num_cat=0
split_feature=14 157 12 43 13 14 48 2 4 42 2 16 1 52
split_gain=0.000272864 0.000161251 0.000175816 0.000182346 0.000369227 0.000151719 0.00020462 0.000331761 0.000155739 0.000240032 0.000120764 0.000515333 0.000104274 7.0519e-05
threshold=0.054835000000000009 -0.073574999999999988 0.11650500000000001 -0.14968999999999996 0.25761500000000009 -0.10708499999999999 0.12879500000000002 0.11362000000000001 0.071150000000000005 0.086375000000000021 0.097220000000000015 -0.056919999999999991 0.10984500000000001 -0.0027449999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5 7 8 9 10 11 13 -10 -7
right_child=-2 2 -4 5 -6 6 -8 -9 12 -11 -12 -13 -14 -15
leaf_value=0.00053188208186465309 -0.00093686345448499729 0.00098651532171657448 -0.00070096056550550412 -0.00067719905761503716 -0.00038208023996671656 -5.1179741033183884e-05 -0.00076350292185929235 0.00091154767899281669 1.4293282226076295e-05 -0.00088024672135824603 0.00044707731589612939 -0.0012082755083199356 0.00077482901884468698 0.00056847496439278538
leaf_weight=0.0019035948816604883 0.0010043554187509898 0.0016558422875090307 0.0011728302919070234 0.0012048128627650681 0.0010615255958090763 0.0011329353988024711 0.0010436123937991671 0.0013586055892624163 0.0013867256389457506 0.0013457896898269907 0.0013397486168558355 0.001118624834141351 0.0010316346439416093 0.001287538161259041
leaf_count=398 110 112 127 91 70 69 68 238 160 664 190 269 92 463
internal_value=0 3.32462e-05 -2.55634e-05 2.73601e-05 0.000451881 -6.68094e-05 -2.28052e-07 7.94155e-05 -5.13886e-05 -0.000202954 -1.6128e-05 -0.000191477 0.000338726 0.000278437
internal_weight=0 0.0180438 0.0161402 0.0149674 0.00271737 0.01225 0.0110452 0.0100016 0.008643 0.00622464 0.00487885 0.0035391 0.00241836 0.00242047
internal_count=3121 3011 2613 2486 182 2304 2213 2145 1907 1655 991 801 252 532
is_linear=0
shrinkage=0.00181146


Tree=2596
num_leaves=15
num_cat=0
split_feature=1374 457 11 2 49 52 159 403 0 0 4 1 2 15
split_gain=0.0001984 0.000293878 0.000200152 0.000167205 0.000225615 0.000220707 0.000233997 0.000174915 0.00019662 0.000226941 0.000138927 0.000156032 0.000106255 7.7775e-05
threshold=-0.094929999999999987 0.088350000000000026 0.087830000000000005 0.11474000000000002 0.005085000000000001 0.11434500000000002 0.091530000000000014 0.085340000000000013 -0.060129999999999996 -0.10096999999999999 -0.49013999999999996 0.10089500000000001 0.092480000000000021 -0.10203999999999998
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 8 9 12 -10 -12 13 -2
right_child=1 -3 -4 4 -6 -7 -8 -9 10 -11 11 -13 -14 -15
leaf_value=-0.00076169758095103476 -3.9741044828253771e-05 0.00087030316327881344 -0.00077879981430980713 0.00082654347924310332 -0.0001446140284183903 -0.00073232040663694163 -0.00077095750038309093 -0.0005938769979914304 -9.2213707448043129e-06 -0.00061605041113909948 0.0011618345222457573 0.00025463267167262797 -0.00029082829143518791 0.00054455308821648688
leaf_weight=0.0010229116181530397 0.0010529339098453439 0.0011696678677643483 0.0010228479856402564 0.001615999126187974 0.0013155249506930401 0.0013640842483200336 0.0010534776356613427 0.0010149076265769429 0.001107611919475282 0.0014834219245637801 0.0012382901331389239 0.001072517878677794 0.0010842069535646481 0.0020069774496651602
leaf_count=55 48 119 118 252 149 385 192 221 77 1168 47 77 117 96
internal_value=0 2.7065e-05 -3.29557e-05 1.65503e-05 0.000390735 -7.1356e-05 9.76541e-06 9.15152e-05 0.000168413 -3.16514e-05 0.000497766 0.000740774 0.000177539 0.000343494
internal_weight=0 0.0176025 0.0164328 0.01541 0.00293152 0.0124784 0.0111143 0.0100609 0.00904596 0.00562754 0.00341842 0.00231081 0.00414412 0.00305991
internal_count=3121 3066 2947 2829 401 2428 2043 1851 1630 1429 201 124 261 144
is_linear=0
shrinkage=0.00174112


Tree=2597
num_leaves=12
num_cat=0
split_feature=133 52 376 52 4 160 12 160 52 1 0
split_gain=5.66644e-05 8.453e-05 0.000153059 9.329e-05 0.000122687 8.09576e-05 9.93627e-05 9.10728e-05 0.000224582 6.90734e-05 8.17603e-05
threshold=0.10622000000000002 -0.28430999999999995 0.048375000000000008 -0.081429999999999989 -0.014149999999999998 0.050340000000000003 0.098810000000000023 -1.0000000180025095e-35 0.091275000000000009 0.10612500000000001 -0.097734999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 -5 9 10 -9
right_child=-2 2 -4 5 -6 -7 -8 8 -10 -11 -12
leaf_value=-0.0028013019359300713 -0.0028817148331247021 -0.00052589636067102926 0.0052775980161536293 -0.0017133778586938032 0.0055758900260682673 -0.003407109890396763 -0.0032330162807550633 0.0041672262667480295 0.0069816895785573402 -0.0020448052225980149 -0.00083798240222513268
leaf_weight=0.0013699956162858311 0.0010449470919112113 0.0010821070189813101 0.0010161473873988676 0.0018374922005744638 0.0010615214535229433 0.0013008336141848813 0.0012632024362771582 0.001032495916733996 0.0010017430953055406 0.0014115744655776741 0.00109203705148552
leaf_count=317 435 173 141 640 168 176 223 104 116 165 463
internal_value=0 0.00020087 0.000540807 0.000106514 0.0024957 -0.000466403 3.43951e-05 0.000681796 0.00165166 0.000141721 0.00159449
internal_weight=0 0.0134692 0.0120992 0.011083 0.00214363 0.00893938 0.00763855 0.00637534 0.00453785 0.00353611 0.00212453
internal_count=3121 2686 2369 2228 341 1887 1711 1488 848 732 567
is_linear=0
shrinkage=0.0127521


Tree=2598
num_leaves=17
num_cat=0
split_feature=1213 402 147 52 52 15 1 4 13 13 2 0 48 4 3 2
split_gain=0.000495566 0.000287427 0.000219474 0.00020086 0.000212116 0.000179869 0.000212228 0.000243553 0.000157392 0.000142343 0.000107596 0.000192578 0.000331746 0.000141626 0.000215033 9.27847e-05
threshold=-1.0000000180025095e-35 0.073745000000000019 0.089025000000000007 -0.40306999999999998 0.25317500000000004 -0.24436499999999997 0.13210500000000003 0.2623950000000001 -0.13710499999999998 -0.084034999999999985 0.10981000000000002 -0.10607499999999999 0.086035000000000014 -0.012164999999999999 -0.08824499999999999 0.10882500000000002
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 15 -10 11 12 -11 14 -13 -7
right_child=1 -3 -4 4 -6 6 -8 -9 9 10 -12 13 -14 -15 -16 -17
leaf_value=-0.0011820400312672497 -0.00075475177722036349 0.00090175003281059082 0.00071246375304698229 0.00058471449126821238 -0.00071210243192076038 -0.00070340077403055099 0.00072411928504070703 -0.00088363675143835602 0.00065040031910345295 0.00074172814141059958 0.00044993751044872346 -0.00060645104627094892 -0.00048803087336377575 -0.00085875755361606784 0.00038362129596153312 -1.4658044670935807e-05
leaf_weight=0.0010021973171374229 0.0011045640650494881 0.0010869698185816705 0.0011732116191047809 0.0016441776628018179 0.0011389010750810077 0.0012996302812084961 0.0010453779245835912 0.0010017691530945791 0.0011803717822792843 0.0016513510755924443 0.001356248487305603 0.0012975713819864364 0.0010428171056968694 0.0010683694000620265 0.0012597382557128518 0.0010150629330887284
leaf_count=491 289 254 117 195 295 53 64 59 295 84 102 163 53 220 343 44
internal_value=0 4.89628e-05 -1.7482e-06 -5.07324e-05 -2.13449e-06 5.22698e-05 -1.39591e-05 -7.73432e-05 -5.03916e-06 9.85434e-05 1.3683e-05 -7.99378e-05 0.000265732 -0.000336798 -0.000118738 -0.000401366
internal_weight=0 0.0193661 0.0182792 0.017106 0.0160014 0.0148625 0.0132183 0.0121729 0.0111712 0.00885647 0.0076761 0.00631985 0.00269417 0.00362568 0.00255731 0.00231469
internal_count=3121 2630 2376 2259 1970 1675 1480 1416 1357 1260 965 863 137 726 506 97
is_linear=0
shrinkage=0.00170698


Tree=2599
num_leaves=12
num_cat=0
split_feature=147 159 1 42 51 42 43 15 43 2 16
split_gain=6.4894e-05 8.84567e-05 7.82933e-05 9.94906e-05 8.87315e-05 0.000123489 0.000215769 0.000181097 0.000141242 0.000140996 4.73658e-05
threshold=0.087350000000000025 -0.032739999999999991 0.13146500000000003 0.091735000000000025 -0.076794999999999988 -0.0060199999999999993 -0.084004999999999982 -0.10653 0.093175000000000022 0.093175000000000022 -0.091114999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7 -8 9 10 -9
right_child=-2 2 -4 -5 5 6 7 8 -10 -11 -12
leaf_value=-0.0032381978851833966 0.0027086507459321025 -0.0024884876507575617 0.002671617774598063 -0.0029486450936945107 -0.002413026858446821 0.0055974065855839252 0.0041158160367335984 0.0017360420710220673 0.0028494278870952031 -0.004622233409096098 -0.0015555790334902796
leaf_weight=0.0010987759154899345 0.0010021939649615093 0.001343162995809429 0.0012596401907309625 0.0014610483478699606 0.0014061984828638392 0.0011453214619154264 0.0012231119126885391 0.0010057117232459326 0.0010623328197816306 0.0013273671102568968 0.0011604404906780242
leaf_count=416 146 365 195 458 648 217 105 121 29 151 270
internal_value=0 -0.000219309 4.83204e-05 -0.000248447 0.000159375 0.000586302 0.00119541 0.00032299 -0.000695273 -0.00177317 -2.73291e-05
internal_weight=0 0.0134931 0.0123943 0.0111347 0.00967365 0.00833048 0.00692429 0.00577896 0.00455585 0.00349352 0.00216615
internal_count=3121 2975 2559 2364 1906 1541 893 676 571 542 391
is_linear=0
shrinkage=0.0111015


Tree=2600
num_leaves=15
num_cat=0
split_feature=147 11 2 3 159 150 52 13 16 0 15 0 16 48
split_gain=0.000183418 0.000157136 0.000127706 0.000306504 0.00021181 0.000188134 0.000229572 0.000166567 0.00024672 0.000195101 0.000200772 0.000404766 0.000183472 7.28398e-05
threshold=0.089025000000000007 0.087830000000000005 0.11474000000000002 0.11924500000000002 0.091530000000000014 0.088380000000000014 0.11434500000000002 0.0076650000000000008 0.23311500000000004 -0.077999999999999986 0.090455000000000021 -0.12333499999999999 0.15891500000000003 0.083685000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 7 9 -9 10 11 13 -11 -1
right_child=-2 -3 3 -5 -6 -7 -8 8 -10 12 -12 -13 -14 -15
leaf_value=8.2178887185321218e-05 0.0006640973887011135 -0.00070895807184170065 0.00090507967147746568 -0.00025106754626373357 -0.00080776874179623701 -0.00057753726091632038 -0.00062620350657993987 -0.00064507855548809562 0.00043285913698951729 0.001206856664355228 0.00075852381524048546 -0.00073813546568908452 0.00025519859072281766 0.00070656711721036615
leaf_weight=0.0011227853856422979 0.0010972740207756048 0.0010099237591548729 0.0013343100619714532 0.0013382518562587986 0.0010787037020084751 0.0015461284318034054 0.0012654748040493236 0.0015846425656351887 0.0010149653667748289 0.0010633140663091718 0.0010112568326634541 0.0016377180658467758 0.0013269164728043348 0.0010568045559999906
leaf_count=74 124 118 269 118 222 177 343 191 55 250 123 860 134 63
internal_value=0 -5.54805e-05 -1.51929e-05 0.000326153 -8.17396e-05 -1.97309e-05 5.80794e-05 0.000146275 -0.000224219 0.000279697 8.22557e-05 -9.68969e-05 0.000678552 0.000384922
internal_weight=0 0.0173912 0.0163813 0.00267256 0.0137087 0.01263 0.0110839 0.0098184 0.00259961 0.0072188 0.00482856 0.00381731 0.00239023 0.00217959
internal_count=3121 2997 2879 387 2492 2270 2093 1750 246 1504 1120 997 384 137
is_linear=0
shrinkage=0.00170698


Tree=2601
num_leaves=12
num_cat=0
split_feature=1 0 4 43 43 3 457 13 4 3 16
split_gain=5.89406e-05 0.000116253 0.000114862 7.8673e-05 0.000112773 0.000161557 0.000128016 0.000154065 0.000168269 5.00034e-05 4.15383e-05
threshold=0.08592000000000001 -0.060129999999999996 -0.49405499999999997 -0.24021999999999996 -0.052894999999999991 -0.077774999999999983 0.045365000000000009 -0.095304999999999987 0.022185000000000003 -0.055119999999999995 -0.059624999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 -3 -2 5 -5 7 -6 -9 -1 -10
right_child=3 2 -4 4 6 -7 -8 8 10 -11 -12
leaf_value=-0.0051622891518029752 -0.0026928629398224337 -0.0025492117384911432 0.0026016102550867537 -5.5828342281412308e-05 0.0027554350298882382 0.0069998513445805313 0.0035091396766870646 -0.0063243459871067179 -0.002152684318464992 -0.0013369802018616253 0.0013477066389183919
leaf_weight=0.0011473316276847294 0.0010528036062695803 0.0011685385220145741 0.0017710557009813499 0.0010326775905782973 0.0013529787908328774 0.001079272958533762 0.001405280630547347 0.0011393955183197674 0.0010377259689956925 0.001077602772133009 0.0011760800782216752
leaf_count=1427 52 67 152 206 171 298 93 348 101 140 66
internal_value=0 -0.00111043 0.000554071 0.000589313 0.00100951 0.00354985 0.000131647 -0.000876883 -0.00234248 -0.00330958 -0.000293109
internal_weight=0 0.00516453 0.00293959 0.00927622 0.00822341 0.00211195 0.00611146 0.00470618 0.0033532 0.00222493 0.00221381
internal_count=3121 1786 219 1335 1283 504 779 686 515 1567 167
is_linear=0
shrinkage=0.0127521


Tree=2602
num_leaves=11
num_cat=0
split_feature=4 1 4 1 42 42 43 16 48 2
split_gain=5.11845e-05 9.10996e-05 7.99107e-05 0.000109125 0.000216806 6.28414e-05 0.000107419 0.000106903 0.000124082 8.94611e-05
threshold=0.24564500000000003 0.111945 0.098655000000000007 0.12337000000000002 0.088915000000000008 -0.0060199999999999993 -0.084004999999999982 0.22339500000000004 0.086260000000000017 0.089775000000000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 -7 8 9 -8
right_child=1 -3 -4 -5 -6 6 7 -9 -10 -11
leaf_value=-0.0025554666019973835 -0.00092485812431791509 0.0038138447714593147 -0.0035243448649684211 0.0038619323676682324 -0.0061488183873636146 0.0046167369051162994 0.00069234337921744108 -0.0034815152602846646 -0.0024561728621903022 0.0055840763069652495
leaf_weight=0.0012149071864394206 0.0014163724455703857 0.001562629558204276 0.0013487423992792043 0.0011734056279388292 0.0011010121152937157 0.0011170562011921644 0.0017480843711828583 0.0012396052403138846 0.001280869274550598 0.0011254578818612783
leaf_count=727 150 276 121 98 685 275 378 161 134 116
internal_value=0 0.00156082 -0.000432285 -1.52628e-05 -0.000530673 0.000269956 0.000797154 6.1506e-06 0.00104681 0.00260825
internal_weight=0 0.002979 0.0113491 0.0100004 0.00882699 0.00772598 0.00651107 0.00539402 0.00415441 0.00287354
internal_count=3121 426 2695 2574 2476 1791 1064 789 628 494
is_linear=0
shrinkage=0.0135326


Tree=2603
num_leaves=11
num_cat=0
split_feature=49 1 42 403 43 52 0 52 16 15
split_gain=5.31308e-05 0.000103471 8.09913e-05 7.61209e-05 0.000119502 0.000124412 0.000156833 0.00018285 7.36691e-05 5.10119e-05
threshold=-0.043469999999999995 0.10089500000000001 0.091545000000000015 0.03138500000000001 0.05259500000000001 -0.07167999999999998 -0.10151999999999999 0.091275000000000009 -0.18708499999999997 -0.088749999999999982
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 4 5 -2 8 -8 -7 -1
right_child=2 -3 -4 -5 -6 6 7 -9 -10 -11
leaf_value=0.0013845858407161361 -0.0038080168492422759 0.0036219316286107994 -0.0029042002395643575 0.0030333020284254945 0.0026050798997457811 -0.00027520833324022809 -0.0055632756095253056 0.00094603500107526598 0.0037582976188179048 -0.0023543632543713998
leaf_weight=0.0010149249102678337 0.0017037965207969494 0.0014734620314435804 0.001562672230530057 0.0010189111763504134 0.0015134404214689652 0.0011510257515831221 0.0011861809882480435 0.0012098417515574496 0.0013843108985895939 0.0010108774595051573
leaf_count=74 475 193 614 266 195 115 679 258 94 158
internal_value=0 0.00124656 -0.00042513 -2.55314e-06 -0.00038216 -0.00106353 -0.000115307 -0.00227648 0.00192711 -0.000481154
internal_weight=0 0.00349926 0.0107302 0.00916751 0.0081486 0.00663516 0.00493136 0.00239602 0.00253534 0.0020258
internal_count=3121 425 2696 2082 1816 1621 1146 937 209 232
is_linear=0
shrinkage=0.011781


Tree=2604
num_leaves=11
num_cat=0
split_feature=48 4 457 15 16 12 4 4 2 1
split_gain=4.79605e-05 0.00012152 6.97517e-05 7.68017e-05 0.000121236 0.00013887 0.000191546 0.00017727 7.09207e-05 7.05495e-05
threshold=0.12879500000000002 0.27834500000000006 0.045365000000000009 -0.10203999999999998 -0.088394999999999987 0.051320000000000005 -0.076779999999999987 -0.059649999999999988 0.086950000000000013 0.086560000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 9 7 8 -6 -7 -5
right_child=-2 -3 -4 4 5 6 -8 -9 -10 -11
leaf_value=-0.0030280181584657903 -0.0022197958599834218 0.002686838998124377 0.0015827096376287298 -0.00057026735606813077 -0.00082289357327788621 0.0027667807596918389 -0.0046651579084554615 0.0045287332962234191 -0.00092453887575441455 -0.0044240456770955243
leaf_weight=0.0012494736149986337 0.0010002190261339328 0.0017934980024606516 0.0019041437594219954 0.001081355628542887 0.001185944359762936 0.0010416583148158244 0.0010384607702851253 0.0015795443894209222 0.0012569003787433978 0.0010011497840949901
leaf_count=244 90 322 246 371 125 390 821 130 285 97
internal_value=0 0.000156575 -0.000243652 -0.000612263 -0.000243489 0.000500259 -0.000936344 0.00223376 0.000748289 -0.00242294
internal_weight=0 0.0131321 0.0113386 0.00943449 0.00818501 0.00610251 0.00333702 0.00276549 0.00229856 0.00208251
internal_count=3121 3031 2709 2463 2219 1751 1496 255 675 468
is_linear=0
shrinkage=0.0104612


Tree=2605
num_leaves=14
num_cat=0
split_feature=14 124 4 13 132 4 157 3 16 1 48 43 3
split_gain=0.000229763 0.000162292 0.000174465 0.000265103 0.000244205 0.000217302 0.000195741 0.000185124 0.000168651 0.000231594 0.000180487 0.000168105 0.000132136
threshold=0.054835000000000009 -0.043384999999999993 -0.51843499999999987 -0.23438999999999996 0.079970000000000013 -0.27825499999999997 -0.073574999999999988 0.11296500000000002 -0.056919999999999991 0.12577000000000002 0.085845000000000019 -0.0037449999999999996 -0.077644999999999978
decision_type=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 -8 -13
right_child=-2 2 3 4 -6 6 7 -9 9 -11 -12 12 -14
leaf_value=0.00053082869075403319 -0.00075838875382313643 -0.00066440559596697745 0.00060857559577596988 -0.00080672452464544133 0.00060702959085539914 0.00055429605917690276 -0.00010127519208247832 -0.00061410697976898817 -0.00069775538395838027 0.00026628438177984785 -0.00031135736996078651 0.0010005882500549682 0.00024550313046043081
leaf_weight=0.0015163012968632183 0.0010176444186423819 0.0010170423395514617 0.0017737234032048068 0.0010929132272042138 0.001315583300388906 0.001215217238052812 0.0015314171041921178 0.0016944419709874472 0.0018069867437334871 0.0010024356609228402 0.0016922611988971353 0.001074201363631129 0.0013572804364758821
leaf_count=252 110 51 133 150 247 282 587 66 684 20 132 260 147
internal_value=0 2.71262e-05 -1.89573e-05 2.32405e-05 -5.20872e-05 -0.00012164 -5.58123e-05 -0.000128793 -3.1643e-05 -0.000353774 0.000128388 0.000316171 0.000579091
internal_weight=0 0.0180898 0.0165735 0.0155565 0.0137827 0.0124672 0.0113742 0.010159 0.00846458 0.00280942 0.00565516 0.0039629 0.00243148
internal_count=3121 3011 2759 2708 2575 2328 2178 1896 1830 704 1126 994 407
is_linear=0
shrinkage=0.00160853


Tree=2606
num_leaves=16
num_cat=0
split_feature=14 157 403 132 43 160 50 13 133 16 16 160 1 1 2
split_gain=0.000229359 0.000155796 0.000104717 0.000154524 0.000145595 0.000200921 0.000212374 0.000189115 0.000180547 0.000158192 0.000212625 0.00015014 0.000177093 8.87259e-05 5.85433e-05
threshold=0.054835000000000009 -0.08107499999999998 -1.0000000180025095e-35 0.079970000000000013 0.16180500000000003 -1.0000000180025095e-35 0.088535000000000016 -0.076599999999999988 0.083950000000000011 0.38525000000000004 -0.056919999999999991 0.086325000000000013 0.10612500000000001 0.091615000000000016 0.10882500000000002
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 7 8 13 10 11 12 -9 -7 -4
right_child=-2 2 3 -5 -6 6 -8 9 -10 -11 -12 -13 -14 -15 -16
leaf_value=0.00062144061015092741 -0.00083484343814389361 -0.0005622273766193003 -0.00073993453542712986 0.00066255526099898219 -0.00066969695246471984 -0.00026982966140605777 0.00090180335349010889 0.00062828789674804794 0.001020327619015485 0.00041675278633264407 -0.00080380745398380186 -0.00054710423840799167 -0.00029664350468206662 0.00045454839873288871 -0.00015461601558743089
leaf_weight=0.00132236217064106 0.0010104875123308757 0.0010238247267616513 0.0011654073298394832 0.0011100197655923424 0.001026462176208485 0.0010146958439345493 0.0010019450563527052 0.0014313161299860672 0.0010153410596774656 0.0013716748393386782 0.0015929245889216336 0.0012210405760995913 0.0012004938588392276 0.001124134277744224 0.0010026239952961313
leaf_count=313 110 717 403 178 177 124 125 148 131 153 178 53 76 109 126
internal_value=0 3.5174e-05 -1.23822e-05 2.44644e-05 -2.55279e-05 2.47868e-05 0.000122393 4.40778e-05 0.000403643 -0.000122279 -0.00025805 -3.24115e-05 0.000206383 0.000110892 -0.000469249
internal_weight=0 0.0176243 0.0163019 0.0152781 0.0141681 0.0131416 0.0109736 0.00997162 0.00315417 0.00681745 0.00544578 0.00385285 0.00263181 0.00213883 0.00216803
internal_count=3121 3011 2698 1981 1803 1626 1097 972 364 608 455 277 224 233 529
is_linear=0
shrinkage=0.00177594


Tree=2607
num_leaves=11
num_cat=0
split_feature=1 15 16 0 4 4 42 16 2 4
split_gain=4.94748e-05 8.41242e-05 0.000112014 0.00014131 6.3622e-05 0.000102062 0.000105522 8.6083e-05 0.000211244 8.11847e-05
threshold=0.104035 -0.016799999999999995 -0.061854999999999993 -0.18113999999999997 -1.0000000180025095e-35 -0.014149999999999998 0.086325000000000013 -0.078844999999999985 0.096540000000000015 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 6 7 -1 -9 -6
right_child=1 -3 -4 -5 9 -7 -8 8 -10 -11
leaf_value=0.002697026556500439 -0.0015624198877321189 0.0028409768901740051 -0.0021763570697393843 0.0037181746335265063 -0.0043632598790732512 0.0031594616572810023 -0.0035771639772308977 -0.0045578438125799606 0.001720239443194995 -0.00032416755310079351
leaf_weight=0.0011803875154407224 0.0010568343006642777 0.0016451768197705968 0.0017383293170170136 0.0013896460428337648 0.0010254633892406706 0.0010355157738043391 0.0010958406315552645 0.0010723931271858088 0.0015561659592972909 0.0013864933557977638
leaf_count=396 67 154 197 273 257 379 592 317 179 310
internal_value=0 0.000755819 -6.39211e-05 0.00143706 -0.000550681 5.46075e-05 -0.0006009 0.000255376 -0.000841078 -0.00204142
internal_weight=0 0.00582999 0.00418481 0.00244648 0.00835226 0.0059403 0.00490479 0.00380895 0.00262856 0.00241196
internal_count=3121 691 537 340 2430 1863 1484 892 496 567
is_linear=0
shrinkage=0.0108838


Tree=2608
num_leaves=16
num_cat=0
split_feature=147 484 13 151 4 42 4 160 133 43 16 1 16 0 0
split_gain=0.000119913 0.000178631 0.000117192 0.00014183 0.000198345 0.000179308 0.000178563 0.000202023 0.000213546 0.00023896 0.000213841 0.00019098 0.000159394 9.17011e-05 4.00824e-05
threshold=0.089025000000000007 -0.0068949999999999992 -0.49353499999999995 -0.0083949999999999979 0.010840000000000001 -0.11051499999999999 0.40473500000000007 -0.082179999999999989 -0.0061299999999999992 0.05259500000000001 0.054560000000000004 0.095285000000000022 0.25084500000000004 -0.085669999999999982 -0.10836499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5 7 -7 -9 10 11 13 -12 -10 -13
right_child=-2 2 3 5 -6 6 -8 8 9 -11 12 14 -14 -15 -16
leaf_value=-0.00071812969599083112 0.00054666695505355741 -0.00053782601828742641 3.6150835808761927e-05 -0.0005439922057258852 -0.00086815012996435301 -0.00056699517012332172 0.0008258468787385641 -0.00042816431817330127 -0.00032061512191015093 0.0009979505076869676 -0.00073914092418426395 0.00050673923395788115 0.00019902517060405443 0.00038986773223901672 0.00096599671336777761
leaf_weight=0.0010181347816131557 0.0010408403467949195 0.0010410786126810968 0.0019180225641004496 0.0010258983492966852 0.0010517822287040152 0.0010794401908354777 0.0011040437837600238 0.0012876395202928281 0.0010343984040215592 0.0011879129316355562 0.0010078178921710534 0.0010237710732037275 0.0010210235310301845 0.0010012340024477095 0.0011085129275623107
leaf_count=492 124 59 291 144 59 337 184 557 131 88 58 50 215 271 61
internal_value=0 -3.85808e-05 4.9535e-06 4.30019e-05 -0.000284115 0.000124764 0.000187963 0.000115745 0.000200726 0.000310383 0.000178577 0.000395476 -0.000267005 2.88387e-05 0.000745494
internal_weight=0 0.0169107 0.0158926 0.0148515 0.0029698 0.0118817 0.0108558 0.00975175 0.00867231 0.00738467 0.00619676 0.00416792 0.00202884 0.00203563 0.00213228
internal_count=3121 2997 2505 2446 350 2096 1952 1768 1431 874 786 513 273 402 111
is_linear=0
shrinkage=0.00167351


Tree=2609
num_leaves=11
num_cat=0
split_feature=133 0 12 0 16 16 0 1 12 3
split_gain=4.53676e-05 7.25136e-05 9.15449e-05 7.71394e-05 9.58945e-05 0.000120661 9.72416e-05 0.000202204 0.00011013 4.14937e-05
threshold=0.10622000000000002 1.0000000180025095e-35 0.082850000000000021 -0.053834999999999994 0.0047850000000000011 -0.056919999999999991 -0.20211999999999997 0.11551000000000002 0.088365000000000013 0.013900000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 -1 8 -8 -6
right_child=-2 2 -4 -5 9 -7 7 -9 -10 -11
leaf_value=-0.0019618380765601289 -0.0024630196296205145 0.0047650855146265485 4.9763661362776738e-06 -0.002805793469876416 0.004189402766143646 -0.0035747514067331282 0.0015502913036407047 0.0059606656848757893 -0.0032903364573522568 0.00075622318475442854
leaf_weight=0.0018733084244639845 0.0010141250446244502 0.0010326889596308881 0.0013409213891129035 0.0014665083530657772 0.0010127469827717018 0.0014594455666896563 0.0018220039560023745 0.0010226558048884293 0.0010815452960182687 0.0010206343187628697
leaf_count=110 435 159 135 176 355 561 555 137 437 61
internal_value=0 0.000174899 0.00207596 -0.000244512 0.000159707 -0.000486376 0.000290812 0.00136562 -0.000252798 0.00246615
internal_weight=0 0.0131325 0.00237361 0.0107588 0.00929234 0.00725896 0.00579951 0.00392621 0.00290355 0.00203338
internal_count=3121 2686 294 2392 2216 1800 1239 1129 992 416
is_linear=0
shrinkage=0.0120166


Tree=2610
num_leaves=10
num_cat=0
split_feature=14 15 133 42 160 43 16 48 2
split_gain=4.55234e-05 7.99965e-05 5.71108e-05 0.000107636 0.000122599 0.000157102 0.000102774 9.87597e-05 4.57091e-05
threshold=-0.10708499999999999 -0.10653 -0.083244999999999986 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 0.22339500000000004 0.086260000000000017 0.090935000000000016
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=-0.0020626322207164993 0.0023997192876005465 0.0022758366161578581 -0.0030405613137737186 -0.0026659701886568576 0.0033975138378369782 0.00057109288350828253 -0.0030235215618437199 -0.0015100540757145033 0.0038922245012777898
leaf_weight=0.0012178323027165006 0.0017355081755985212 0.0010691870332860719 0.0016230828331433344 0.0016163812434449379 0.0019488684412631184 0.0010223072118496464 0.0012868332853587204 0.0015153106983976095 0.0010206187000460082
leaf_count=140 389 395 540 618 386 246 154 90 163
internal_value=0 0.000183233 -0.000163238 -0.000423153 8.19735e-05 0.000735751 -0.000334909 0.000637425 0.00223029
internal_weight=0 0.0128381 0.0111026 0.0100334 0.00841032 0.00679394 0.00484507 0.00355824 0.00204293
internal_count=3121 2981 2592 2197 1657 1039 653 499 409
is_linear=0
shrinkage=0.0111015


Tree=2611
num_leaves=16
num_cat=0
split_feature=147 484 457 403 160 13 0 1 12 42 42 0 49 4 16
split_gain=0.000167737 0.00016975 0.000162602 0.000144637 0.000173888 0.000189912 0.000266489 0.000169972 0.000225538 0.000234018 0.000154735 0.000140737 0.000159497 7.26462e-05 7.17866e-05
threshold=0.089025000000000007 -0.0068949999999999992 0.10378500000000002 0.090990000000000015 -0.098904999999999979 -0.49353499999999995 0.056435000000000006 0.12811000000000003 0.092355000000000007 0.075730000000000006 0.088060000000000013 -0.12333499999999999 -0.006494999999999999 -0.041644999999999995 0.16703000000000004
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 10 -10 11 12 -7 -13 -8
right_child=-2 2 -4 -5 5 6 14 -9 9 -11 -12 13 -14 -15 -16
leaf_value=-0.00072168150950554729 0.00064817970133220089 -0.00056635194434828705 -0.00065793557785518602 -0.00057425583843317735 -0.00054814907973839682 -0.00017813964983854548 0.00043193000047369776 0.00061566555163292851 6.7380151315731113e-05 -0.0010762428954161729 0.00062340592682040737 -1.3502502693213453e-05 0.000605987089535352 -0.000643693671511443 0.0010577371156034799
leaf_weight=0.0010031413803268689 0.0010097113064892081 0.0010877592520848458 0.0010222620292847919 0.0010274425296684991 0.0010605330103874442 0.0013755755219466981 0.0010458231641722335 0.0014020105334573733 0.0010036522526056281 0.0010008280583816143 0.0014362615657151582 0.0010003728741491936 0.001539659864061905 0.001050032572898182 0.0010082901635719566
leaf_count=492 124 365 54 231 43 79 67 131 215 240 232 407 93 268 80
internal_value=0 -5.38047e-05 -1.2089e-05 3.1814e-05 7.62585e-05 0.000130348 0.000191007 7.62203e-05 -1.3748e-05 -0.000503626 0.000139636 -2.89469e-07 0.000235991 -0.00033623 0.000739116
internal_weight=0 0.0170636 0.0160605 0.0150382 0.0140108 0.012923 0.0118625 0.00980839 0.00840638 0.00200448 0.0064019 0.00496564 0.00291524 0.00205041 0.00205411
internal_count=3121 2997 2505 2451 2220 1855 1812 1665 1534 455 1079 847 172 675 147
is_linear=0
shrinkage=0.00167351


Tree=2612
num_leaves=16
num_cat=0
split_feature=124 4 1374 457 484 48 15 42 3 41 4 4 12 4 2
split_gain=0.000261802 0.000226651 0.000252348 0.000328974 0.000212974 0.000185363 0.000169411 0.000277353 0.000172884 0.000449077 0.000332045 0.000183907 0.000183674 0.000154762 8.93529e-05
threshold=0.0049200000000000008 -0.49405499999999997 -0.094929999999999987 0.088350000000000026 -1.0000000180025095e-35 -0.086869999999999989 0.084050000000000014 0.08623500000000002 -0.10519499999999998 1.0000000180025095e-35 -1.0000000180025095e-35 0.26790000000000008 0.084225000000000008 0.098655000000000007 0.092235000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 8 -8 9 -7 12 13 14 -12 -10
right_child=-2 2 3 -5 5 6 7 -9 10 -11 11 -13 -14 -15 -16
leaf_value=-0.00070261942125130123 0.00087079968948501792 -0.00084531171263370038 -0.00076430007711314387 0.00093614432660421598 -0.00069288413083627449 0.0011438756704849314 -0.00083828075790974576 0.00031133693950242828 0.0011634626084705455 -0.0003304429834879847 -0.00019398018187247575 0.00030026277100539514 -7.7834424062567058e-05 -0.0010312014173390893 0.00043738343169661401
leaf_weight=0.0015667659481073916 0.0010134217890809217 0.0010407118030490983 0.0011101358921221703 0.0012395425297980238 0.0010002298720008769 0.0017139820316839907 0.0014120141017933069 0.0012459114313586941 0.0010567190406786508 0.0010513094971365544 0.0018756877674589055 0.0012784366264403432 0.0011751048859793469 0.0011075740108011239 0.0010818263292780017
leaf_count=153 72 54 469 111 48 118 486 422 106 61 276 213 347 85 100
internal_value=0 -5.56673e-05 2.62313e-06 5.6601e-05 -1.55571e-05 4.38199e-05 0.000100509 -0.000299394 0.000203298 0.000583369 6.45582e-05 -0.000263301 0.00048622 -0.000504809 0.000796161
internal_weight=0 0.018956 0.0173892 0.0163485 0.0151089 0.0139988 0.0129986 0.00265793 0.0103406 0.00276529 0.00757535 0.0042617 0.00331365 0.00298326 0.00213855
internal_count=3121 3049 2896 2842 2731 2262 2214 908 1306 179 1127 574 553 361 206
is_linear=0
shrinkage=0.00177594


Tree=2613
num_leaves=15
num_cat=0
split_feature=147 484 403 41 3 457 13 0 0 160 0 0 3 15
split_gain=0.000144697 0.000190516 0.000122528 0.00013729 0.000173023 0.000147426 0.000152317 0.000211325 0.000223306 0.000190801 0.000239341 0.000175447 0.000111692 0.000148627
threshold=0.089025000000000007 -0.0068949999999999992 0.090990000000000015 1.0000000180025095e-35 -0.12018999999999998 -0.0029299999999999994 -0.49353499999999995 0.062580000000000011 -0.053834999999999994 -0.059339999999999997 -0.077809999999999976 -0.10096999999999999 0.097915000000000016 -0.095869999999999983
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 -8 11 12 13 -11
right_child=-2 2 -4 -5 5 6 7 -9 -10 10 -12 -13 -14 -15
leaf_value=-0.00082369607877877881 0.00066292557056904749 0.0006276343790452138 -0.00061781237991592763 -0.00054253892047456437 -0.00065324890568930279 -0.00058490440118870554 -0.00040282282183486812 0.00094911648044131343 -0.00060728737503340285 0.0001391893106329953 0.0011575585503649591 -0.00048437629153618767 -0.00010237483566790798 0.0010309598976434721
leaf_weight=0.0010236418021531855 0.0010279738665022005 0.0018046699804905595 0.0010304717832946278 0.0012612710266424751 0.0010332728111264325 0.0010701834499794441 0.0014908462856357673 0.0010113057131803478 0.0014431795655404697 0.0013014089338490714 0.0010064283072716016 0.0010924176209120458 0.0012245800581311972 0.0012517267861851282
leaf_count=492 124 172 231 134 144 50 405 54 199 81 298 617 56 64
internal_value=0 -5.0886e-05 -1.51065e-06 4.08527e-05 9.44444e-05 1.37565e-05 7.70317e-05 0.000149156 5.73336e-05 0.000187524 0.000337292 0.000167781 0.000356368 0.000576398
internal_weight=0 0.0170454 0.0160218 0.0149913 0.01373 0.0119253 0.0108921 0.00982189 0.00881059 0.00736741 0.00587656 0.00487013 0.00377772 0.00255314
internal_count=3121 2997 2505 2274 2140 1968 1824 1774 1720 1521 1116 818 201 145
is_linear=0
shrinkage=0.00184769


Tree=2614
num_leaves=15
num_cat=0
split_feature=14 157 124 123 160 12 12 48 3 4 1 1 3 15
split_gain=0.000205196 0.00014639 0.000139624 0.000262741 0.000236132 0.000230218 0.000205079 0.000234448 0.000373946 0.00019301 0.000161327 0.000122695 0.000207481 8.64725e-05
threshold=0.018475000000000002 -0.073574999999999988 1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10832500000000002 0.11951500000000001 0.10299500000000002 0.076415000000000025 0.090840000000000018 0.088305000000000008 -0.082094999999999987 0.035560000000000008
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 11 12 13 -7
right_child=-2 2 -4 -5 5 6 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.00048806494149907366 -0.00076304853853380067 -0.00068619687173261689 0.00058567035087551196 0.00077078694467113914 -0.00081951792995193021 -0.00013689735606319876 -0.00057998741089602219 -0.00065704923031385299 0.0010336792303312953 0.00054493168560232417 -0.00062165890813682559 0.00058360764889458518 -0.00073633417610264641 0.00056471461040091093
leaf_weight=0.0018029167601377695 0.0010124200225334603 0.0019082004802855783 0.0010201494030440432 0.0010157853039290095 0.0010092657176722442 0.0010410085741011667 0.0013899072360172684 0.0010070371360538519 0.0013621757737701801 0.0017819939207278646 0.0013199529210144167 0.0010022593448017758 0.0010131445411786879 0.001006950649611621
leaf_count=398 119 603 74 193 112 134 169 45 108 130 212 92 318 414
internal_value=0 2.71284e-05 -2.52106e-05 -6.71546e-05 -0.000128647 -3.94944e-05 3.2569e-05 0.000121865 0.00021385 5.79942e-05 -0.000103193 6.52272e-05 -0.0001045 0.000208075
internal_weight=0 0.0176807 0.0158778 0.0148577 0.0138419 0.0119337 0.0109244 0.00953452 0.00852749 0.00716531 0.00538332 0.00406336 0.0030611 0.00204796
internal_count=3121 3002 2604 2530 2337 1734 1622 1453 1408 1300 1170 958 866 548
is_linear=0
shrinkage=0.00170698


Tree=2615
num_leaves=17
num_cat=0
split_feature=1213 402 124 484 4 48 132 0 51 1 47 48 47 16 2 16
split_gain=0.000460906 0.000231107 0.000171374 0.000291148 0.000189192 0.000193936 0.000179449 0.000268064 0.000179633 0.000201745 0.000291723 0.000179305 0.000146182 0.000301413 0.000181417 7.66554e-05
threshold=-1.0000000180025095e-35 0.073745000000000019 -0.043384999999999993 -0.0068949999999999992 -0.49013999999999996 0.12737000000000001 0.079970000000000013 -0.10607499999999999 -0.076794999999999988 0.10508500000000001 0.09585500000000001 0.085485000000000019 0.099265000000000006 0.22339500000000004 0.083995000000000014 -0.0048099999999999992
decision_type=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 -6 11 -11 -10 13 14 -9 -16
right_child=1 -3 3 4 5 -7 -8 12 9 10 -12 -13 -14 -15 15 -17
leaf_value=-0.001129511040344353 0.00052473011898323651 0.00082866940769193314 -0.0009247379292856478 -0.00063483984967364232 -0.00025719939005329473 -0.00058501933433225491 0.00072247296801506214 -0.00054757486735900721 0.00060609656244283762 0.0013150175269573854 0.00011247980859085078 -0.00038964051671347395 0.00033464167015700383 -0.0010987665052502626 -7.7329611664107335e-05 0.00053012828345373535
leaf_weight=0.0010379143619772225 0.0016208658322006712 0.0010203055670874759 0.0010547614673049139 0.0012555372656743438 0.0012399642350406914 0.0012597001822102919 0.0012834537536586402 0.0015891733892342197 0.0010176269795043862 0.001407541017519498 0.0010092913950643378 0.0010928110251056111 0.0012514665100389899 0.0011210338012724568 0.0013606661871285873 0.0010903339543704049
leaf_count=491 230 254 419 122 41 63 171 290 79 87 24 44 70 152 482 102
internal_value=0 3.76146e-05 -5.65263e-06 -5.6123e-05 1.21509e-06 5.54559e-05 0.000115382 5.141e-05 0.000318441 0.000476102 0.000812827 9.04915e-05 -0.000188744 -0.000315653 -9.83607e-05 0.0001929
internal_weight=0 0.0196745 0.0186542 0.0170334 0.0159786 0.0147231 0.0134634 0.0121799 0.00576723 0.00452727 0.00241683 0.00211044 0.00641267 0.00516121 0.00404017 0.002451
internal_count=3121 2630 2376 2146 1727 1605 1542 1371 275 234 111 123 1096 1026 874 584
is_linear=0
shrinkage=0.00170698


Tree=2616
num_leaves=14
num_cat=0
split_feature=147 484 13 151 4 4 160 13 4 43 2 0 15
split_gain=0.000133514 0.00010583 0.000114037 0.000156737 0.000181702 0.000170754 0.000157581 0.000203165 0.000336705 0.000191306 0.000194198 0.000161728 7.95209e-05
threshold=0.089025000000000007 -1.0000000180025095e-35 -0.49353499999999995 -0.0083949999999999979 0.010840000000000001 0.40473500000000007 -0.082869999999999985 0.0076650000000000008 -0.15289999999999995 -0.074359999999999996 0.089885000000000007 -0.019414999999999998 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -5 8 -8 -10 12 -9 -11
right_child=-2 2 3 5 -6 -7 7 11 9 10 -12 -13 -14
leaf_value=-0.0005199910639203416 0.00055742343098487586 -0.00052773800459579828 -2.8329609699309989e-07 -0.00055151856768072434 -0.00083658042493062299 0.00067622690612627529 0.00096690388040077298 -0.00069054321837842955 0.00053784587784476781 -0.00075582687255612124 0.00032189942990928396 8.285009588448077e-05 -0.00013204762217981393
leaf_weight=0.0011419445493782111 0.0010011015323292049 0.0010379221008808255 0.0018020607404042434 0.0010464276422341373 0.0010721012874988778 0.0012213406060527518 0.0013852976001151049 0.0012328831188256287 0.0015865441353542465 0.0010579349763565876 0.0014392179615250172 0.0016173182950165454 0.0010571887428740181
leaf_count=504 124 59 289 347 59 190 89 214 243 81 291 102 529
internal_value=0 -4.73532e-05 -1.2658e-05 2.41653e-05 -0.000312233 0.0001072 4.05213e-05 0.000106594 0.000263069 7.34085e-05 -0.000133901 -0.000251689 -0.000444047
internal_weight=0 0.0166982 0.0155562 0.0145183 0.00287416 0.0116442 0.0104228 0.00937638 0.00652618 0.00514089 0.00355434 0.0028502 0.00211512
internal_count=3121 2997 2493 2434 348 2086 1896 1549 1233 1144 901 316 610
is_linear=0
shrinkage=0.00160853


Tree=2617
num_leaves=17
num_cat=0
split_feature=1213 13 484 453 0 1 376 402 132 13 160 0 1 1 12 0
split_gain=0.000509553 0.000331476 0.000428963 0.000265937 0.0002634 0.000244706 0.000376056 0.000335574 0.000284931 0.000281575 0.000322921 0.000255105 0.000242054 0.000326104 0.000223597 7.47557e-05
threshold=-1.0000000180025095e-35 -0.53104499999999988 -0.0068949999999999992 1.0000000180025095e-35 -0.23091999999999999 0.12811000000000003 0.048375000000000008 0.073745000000000019 0.081465000000000024 0.17001000000000002 -0.079874999999999988 -0.050684999999999994 0.086560000000000012 0.099660000000000012 0.09141500000000001 -0.084044999999999995
decision_type=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 -7 15 -14 -15 -12
right_child=1 2 3 -5 5 11 -8 -9 -10 -11 12 -13 13 14 -16 -17
leaf_value=-0.0011198239125120378 -0.00086664528205154725 -0.00081359853894369047 0.00086224576944204533 -0.0006468906521578001 -0.00080403148258719284 0.0011994925692285876 0.00094805898742797987 0.00091689526432070132 0.00062363941876638523 -0.00088034324922882054 8.3412779105231956e-05 9.2332375450021993e-05 -0.00084290250506447915 0.00058263071460000113 -0.00040043056678989097 0.00061359894844726
leaf_weight=0.0011439470511504886 0.0010949631293302167 0.0014058254699364529 0.001652063212546291 0.0011139693475239456 0.001518564260588255 0.0012190622922963607 0.001271420012158909 0.0010161371176100756 0.0013827579405638899 0.0015192577622973888 0.001264193774060297 0.0012065815151466172 0.0015210421781534644 0.0015093229778065306 0.001218350621224773 0.0020021073225425156
leaf_count=491 35 483 60 71 319 124 112 167 162 73 217 94 209 114 108 282
internal_value=0 4.87846e-05 9.69273e-05 0.000162858 0.000212148 0.000147638 6.21759e-05 -2.47878e-05 -0.000104958 -0.000200427 -8.60799e-05 0.000648761 5.8997e-05 -0.000209611 0.000143534 0.000408395
internal_weight=0 0.0219156 0.0208207 0.0194148 0.0183009 0.0166488 0.0142232 0.0129517 0.0119356 0.0105528 0.00903358 0.00242564 0.00751502 0.00424872 0.00272767 0.0032663
internal_count=3121 2630 2595 2112 2041 1981 1763 1651 1484 1322 1249 218 930 431 222 499
is_linear=0
shrinkage=0.00170698


Tree=2618
num_leaves=11
num_cat=0
split_feature=52 160 49 160 133 2 3 52 16 16
split_gain=5.5969e-05 0.000105603 0.000117552 9.96804e-05 0.000149492 8.32072e-05 0.000201122 0.000173368 0.000118055 7.6463e-05
threshold=-0.046924999999999988 -0.027994999999999996 -0.048674999999999989 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10097500000000002 -0.08824499999999999 0.10473500000000001 -0.078844999999999985 0.41553500000000004
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 6 -6 -7 -8 -4
right_child=3 2 9 4 5 7 8 -9 -10 -11
leaf_value=0.0039613129958585005 -0.0030976704217120163 0.002246409698218552 -0.0044253413274571501 -0.0042475026994776731 -0.0015846980785812423 -0.0030938796262907253 0.0072329568101636415 0.0031018436190306769 0.0014010189320399961 0.0002842812739296331
leaf_weight=0.0013399922250475578 0.00189731496764393 0.0018179805621406642 0.0010156874046270874 0.001044598229497532 0.0013871554963616126 0.0018157104007834489 0.0010871387397338706 0.0010833102971051223 0.0010021710127994534 0.0010567102612316472
leaf_count=186 743 183 400 619 171 186 179 67 203 184
internal_value=0 0.000993753 -2.83858e-05 -0.000590557 5.05117e-05 0.000754724 0.00203341 -0.000778653 0.00443557 -0.00202392
internal_weight=0 0.00523037 0.00389038 0.0093174 0.00742008 0.00637549 0.00347647 0.00289902 0.00208931 0.0020724
internal_count=3121 953 767 2168 1425 806 553 253 382 584
is_linear=0
shrinkage=0.0122569


Tree=2619
num_leaves=18
num_cat=0
split_feature=1213 402 123 484 1 48 4 16 0 0 2 3 1 133 15 48 3
split_gain=0.000415671 0.000286655 0.000187456 0.000235954 0.000198413 0.000225131 0.000235842 0.000150259 0.000143261 0.000232279 0.000287642 0.000181132 0.000152708 0.000152153 0.000174642 0.000108054 9.78478e-05
threshold=-1.0000000180025095e-35 0.073745000000000019 1.0000000180025095e-35 -0.0068949999999999992 0.13559000000000002 0.12230500000000001 -0.27825499999999997 0.27776000000000006 -0.059114999999999994 -0.10607499999999999 0.083215000000000011 -0.10115999999999999 0.104035 0.083950000000000011 -0.09551999999999998 0.086260000000000017 0.12178000000000001
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 -5 9 10 -8 -10 15 14 -11 -12 -14
right_child=1 -3 -4 4 -6 -7 8 -9 11 13 12 -13 16 -15 -16 -17 -18
leaf_value=-0.001060380530048062 -0.00082688316807157927 0.00086818207395531843 0.00052549872955226149 -0.00096589439544003057 0.00062472085756157649 -0.00083133399334660567 0.00087456617668726846 -0.00010063209277245203 0.00094030176392717092 -0.00014720695919070715 2.8040905656842593e-05 -3.3370830090485892e-05 0.00057209222069671021 0.0001314288121753747 -0.0011001456203445377 -0.00072887271108263731 -0.0001089749603693201
leaf_weight=0.0010243180286298196 0.0010749638761701963 0.0010875751316217165 0.0016335389195909272 0.0010634111636023272 0.0012446483187269547 0.0010157073056282712 0.0013376872515370435 0.0011922883431099152 0.0011161861959274252 0.0010760083981898854 0.0010956858964882021 0.0010278130677323629 0.0013740172464835609 0.0011417881310602264 0.001078444655765615 0.0010198702254685665 0.0010364028030160899
leaf_count=491 418 254 257 63 102 50 40 92 64 73 97 84 59 475 421 43 38
internal_value=0 3.31702e-05 -1.58429e-05 -6.81842e-05 -1.66308e-05 -7.13985e-05 -1.44741e-05 -0.000508545 8.4118e-05 -7.02967e-06 0.000192778 0.000473532 -8.72937e-06 -0.000362467 -0.000624215 -0.000336853 0.000279255
internal_weight=0 0.019616 0.0185285 0.0168949 0.01582 0.0145753 0.0135596 0.0022557 0.0113039 0.0091599 0.00586366 0.002144 0.00452598 0.00329624 0.00215445 0.00211556 0.00241042
internal_count=3121 2630 2376 2119 1701 1599 1549 155 1394 1246 277 148 237 969 494 140 97
is_linear=0
shrinkage=0.00167351


Tree=2620
num_leaves=15
num_cat=0
split_feature=14 157 124 12 123 12 43 160 151 457 2 15 13 42
split_gain=0.000255458 0.000275317 0.000172188 0.000356409 0.000262226 0.000222826 0.000324692 0.000232912 0.000280708 0.000330869 0.000191149 0.000367374 0.000367724 0.000235493
threshold=0.054835000000000009 -0.073574999999999988 1.0000000180025095e-35 0.11650500000000001 1.0000000180025095e-35 -1.0000000180025095e-35 -0.14968999999999996 -1.0000000180025095e-35 -0.0083949999999999979 0.045365000000000009 0.089885000000000007 -0.074054999999999996 -0.076599999999999988 0.08623500000000002
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 -8 9 -9 13 -12 -13 -10
right_child=-2 2 -4 -5 -6 6 7 8 10 -11 11 12 -14 -15
leaf_value=0.00061519395751650054 -0.00083861837135935479 -0.00078783328845937319 0.00062935179527298494 -0.0010510895568436459 0.0007783023955814512 0.0006717325129637963 -0.00069117968226511072 -0.0012428157450427035 -0.00059820463719904751 8.8744085333754443e-05 0.0011288897122681588 0.00061644450540752796 -0.00059678259801847981 0.00038603284593733154
leaf_weight=0.002002654449622057 0.0010014088460662254 0.0011462549519909429 0.0010056194795467549 0.0010009952837653517 0.0010709871677991962 0.0016613830306546071 0.001701930383957692 0.0010079524933510435 0.0016366156214051557 0.0010854197291271239 0.0012626180485432875 0.0014775295429898319 0.0013290161779635525 0.0011657893857062538
leaf_count=398 110 139 74 122 192 137 521 95 477 85 152 91 267 261
internal_value=0 2.91353e-05 -4.17725e-05 -8.51839e-05 -1.8712e-05 -8.20607e-05 -1.64394e-05 -0.000123623 -1.58768e-05 -0.000552398 0.00014757 0.000379203 4.1931e-05 -0.000188766
internal_weight=0 0.0185548 0.0165521 0.0155465 0.0145455 0.0134745 0.0123283 0.0106669 0.00896494 0.00209337 0.00687157 0.00406916 0.00280655 0.00280241
internal_count=3121 3011 2613 2539 2417 2225 2086 1949 1428 180 1248 510 358 738
is_linear=0
shrinkage=0.00167351


Tree=2621
num_leaves=13
num_cat=0
split_feature=147 11 0 1 52 3 3 12 15 49 2 12
split_gain=0.00018253 0.000173244 0.00020867 0.000184167 0.000443508 0.000220794 0.000191993 0.000235557 0.000203852 0.000131006 0.000120171 0.000130569
threshold=0.089025000000000007 0.087830000000000005 0.18019500000000002 0.10557500000000002 0.10160000000000001 0.090900000000000009 0.088060000000000013 0.09141500000000001 -0.074054999999999996 -0.080089999999999981 0.092235000000000025 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 9 7 -5 -8 -1 11 -11
right_child=-2 -3 -4 6 -6 -7 8 -9 -10 10 -12 -13
leaf_value=0.0002553879925589474 0.00066842018256705867 -0.00074538861814449982 0.00073472040468198737 0.0011731709639653766 -0.0010499458401982764 0.00045646166052658841 0.00031248351215349421 8.5621503787341256e-05 -0.00053369890926761475 0.00017506076188131565 -0.0008245997895846794 -0.00049207908183632491
leaf_weight=0.0014138421064764668 0.0011134375009348189 0.0010468976810466815 0.0010537772337704246 0.0010487867920872971 0.0016025383627085157 0.0019885947601995246 0.0018227132771121424 0.0014228022822915243 0.0016392784231769042 0.0016333310232394861 0.0012006349283132166 0.0019523878658927803
leaf_count=125 124 118 24 215 469 93 132 121 59 234 425 982
internal_value=0 -5.82209e-05 -1.53454e-05 -6.56098e-05 -0.000212292 -4.83643e-05 0.000176439 0.000547109 -8.81901e-05 -0.000210278 -0.000347831 -0.00018819
internal_weight=0 0.0178256 0.0167787 0.0157249 0.00979133 0.00818879 0.00593358 0.00247159 0.00346199 0.0062002 0.00478635 0.00358572
internal_count=3121 2997 2879 2855 2328 1859 527 336 191 1766 1641 1216
is_linear=0
shrinkage=0.00174112


Tree=2622
num_leaves=11
num_cat=0
split_feature=1 0 15 15 47 12 16 3 133 52
split_gain=5.77208e-05 0.000110313 9.65357e-05 0.000175923 0.000150124 0.000147933 0.000121816 0.000115804 9.18e-05 8.98157e-05
threshold=0.077565000000000009 -0.059114999999999994 1.0000000180025095e-35 -0.016799999999999995 0.087235000000000021 0.088305000000000008 -0.105305 0.090900000000000009 1.0000000180025095e-35 -0.078224999999999975
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -4 -2 -6 -3 -8
right_child=2 8 5 -5 7 -7 9 -9 -10 -11
leaf_value=-0.0049388809749724687 0.0072421687959588182 0.0027413018171037499 -0.0061775168628811295 0.0067799791587395547 0.00033513811086074524 0.0018527681409296118 0.0042344662786671719 -0.0060365681744720687 -0.0031460670105424612 -0.0015595611257346086
leaf_weight=0.0015611160594777755 0.0010003183200221711 0.0016300180821608983 0.0011786041203080818 0.0012965114934022645 0.0017561980729050002 0.0011293555295262409 0.0011322957788387532 0.0012119854604941693 0.0011256462696069003 0.0016567297776438243
leaf_count=1460 241 97 164 224 212 269 148 82 79 145
internal_value=0 -0.00157135 0.000610849 0.00143009 0.000403655 -0.00224805 0.00249525 -0.00226659 0.000336403 0.000792713
internal_weight=0 0.00431678 0.010362 0.00805404 0.00675753 0.00230796 0.00378934 0.00296818 0.00275566 0.00278903
internal_count=3121 1636 1485 1052 828 433 534 294 176 293
is_linear=0
shrinkage=0.0158556


Tree=2623
num_leaves=12
num_cat=0
split_feature=41 474 48 0 16 4 0 16 2 3 2
split_gain=5.29284e-05 7.93138e-05 8.88081e-05 0.000160792 0.000101398 0.000186361 0.000146885 0.000161991 9.04682e-05 8.3467e-05 2.90581e-05
threshold=0.078065000000000009 0.084660000000000027 0.093265000000000015 -0.15202999999999997 0.38525000000000004 -0.27825499999999997 -0.060129999999999996 -0.056919999999999991 0.092365000000000017 -0.078934999999999991 0.095040000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 7 8 9 -7 -6
right_child=-2 -3 3 -5 10 6 -8 -9 -10 -11 -12
leaf_value=-0.0065606993822738035 -0.0030571891496593137 0.0035365868583489722 -0.0015877661516248386 0.005728940290798565 0.00042658218865326803 -0.0015321444914363266 0.0042578382609696781 -0.0055602576353242965 -0.0032659724597420598 0.0029768332452962381 0.0037472486324241468
leaf_weight=0.0011384077445075495 0.0010195617701791873 0.0012364868675273271 0.0010726821415567578 0.0012267113936162083 0.0010079903542979515 0.0013359696719078085 0.0010363251700454259 0.0013564653410067223 0.001250643867017647 0.0018871261276485775 0.0010004043111170643
leaf_count=92 154 334 46 263 76 688 159 569 331 234 175
internal_value=0 0.000203992 -0.000130678 0.00231565 -0.000692436 -0.00138819 -0.000530632 -0.00138179 -0.00011485 0.00110787 0.00208064
internal_weight=0 0.0135492 0.0123127 0.00229939 0.0100133 0.00800494 0.00686653 0.00583021 0.00447374 0.0032231 0.00200839
internal_count=3121 2967 2633 309 2324 2073 1981 1822 1253 922 251
is_linear=0
shrinkage=0.0138033


Tree=2624
num_leaves=12
num_cat=0
split_feature=1 0 151 16 2 43 52 42 2 160 16
split_gain=5.47789e-05 8.57879e-05 0.000100566 0.000153941 7.56888e-05 6.15442e-05 0.000166111 0.000131571 0.000184257 0.00018215 0.000117639
threshold=0.104035 -0.033209999999999996 -0.0033899999999999994 -0.071854999999999988 0.10981000000000002 -0.17390999999999998 0.10160000000000001 0.086325000000000013 0.098260000000000014 0.086075000000000013 -0.083539999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -4 -1 7 8 9 10 -7
right_child=1 -3 3 -5 -6 6 -8 -9 -10 -11 -12
leaf_value=0.0020314357003117485 -0.0035408330080998855 0.0045647826209220263 0.0012124152067107606 -0.0017911409474856057 0.0066389123009829836 0.004883189056618535 -0.0062373782964633929 -0.0046689258773096529 0.005956321601005201 -0.0058960377168120722 -0.0010629063164993052
leaf_weight=0.0013311082010579733 0.0010976806926280003 0.0010988673923245868 0.0010201213413480463 0.0017263676516492128 0.0010179489446807358 0.0010256530254569775 0.0011231180746678875 0.00113154165120274 0.0010281116209108748 0.0010082042917016198 0.001847811327825948
leaf_count=155 139 169 82 168 133 288 442 617 215 125 588
internal_value=0 0.00101193 0.000208965 0.00130238 0.00392277 -0.000748695 -0.00126523 -0.000340873 0.0006566 -0.000747102 0.00105949
internal_weight=0 0.00596099 0.00486212 0.00376444 0.00203807 0.00849555 0.00716444 0.00604132 0.00490978 0.00388167 0.00287346
internal_count=3121 691 522 383 215 2430 2275 1833 1216 1001 876
is_linear=0
shrinkage=0.0140794


Tree=2625
num_leaves=11
num_cat=0
split_feature=484 15 15 15 42 43 51 43 1 4
split_gain=4.9693e-05 8.55598e-05 7.47785e-05 8.37414e-05 0.000165193 9.34755e-05 0.000128805 0.000131379 6.3285e-05 3.36649e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.11713499999999999 1.0000000180025095e-35 0.083995000000000014 -0.17390999999999998 -0.090529999999999985 -1.0000000180025095e-35 0.086560000000000012 0.015030000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 -4 -7 -8 -9 -10
right_child=1 2 3 4 -6 6 7 8 9 -11
leaf_value=-0.0026804168249045636 0.0035326125589248743 -0.0032071775459217456 0.0039438515361275607 -0.0038633132461560241 0.001710271909906544 0.0039792883293996604 -0.0039748701871296669 0.0023172324269762931 -0.0024726786699840971 0.00069883749907072507
leaf_weight=0.0010180348139034812 0.0010954142578558446 0.0011110201076343787 0.001319028593264218 0.0019158878407894613 0.0014680306032869928 0.0012010881410952755 0.0013173124087508641 0.0017933445062251153 0.0010438091342506173 0.0010487118415243111
leaf_count=515 232 185 72 588 493 223 499 110 132 72
internal_value=0 0.0001854 -0.000114692 0.00019464 -0.00144535 0.000913192 0.000288995 -0.000562863 0.000593811 -0.000883205
internal_weight=0 0.0133136 0.0122182 0.0111072 0.00338392 0.00772329 0.00640427 0.00520318 0.00388587 0.00209252
internal_count=3121 2606 2374 2189 1081 1108 1036 813 314 204
is_linear=0
shrinkage=0.0125021


Tree=2626
num_leaves=11
num_cat=0
split_feature=148 457 11 2 52 2 52 16 0 0
split_gain=5.25407e-05 8.47179e-05 9.3659e-05 9.97941e-05 0.000171284 0.000157494 0.000120891 9.19626e-05 0.000107401 8.84721e-05
threshold=-0.043434999999999994 0.097575000000000009 0.081790000000000015 0.10882500000000002 0.10160000000000001 0.097070000000000004 0.070205000000000017 0.033715000000000009 -0.084269999999999984 -0.11991499999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 -5 8 9 -2
right_child=1 -3 -4 6 -6 -7 -8 -9 -10 -11
leaf_value=0.003162627237443919 0.0019575429909577105 -0.0043553803920975773 -0.0041687319858241109 0.00042150600143124161 -0.0050424890546451563 0.0059248940623894868 0.0064668648898673362 -0.0031596011316271941 0.0044686352845295487 -0.0032576049132795977
leaf_weight=0.0010327221753273089 0.0013583418058917031 0.001005301814448468 0.0010252842858058811 0.001849280370259109 0.0014016288391466595 0.0010080257025429831 0.0011518667500318592 0.0017445937697386808 0.0012325315343771504 0.0014356976087134491
leaf_count=158 104 73 170 332 445 195 164 272 583 625
internal_value=0 -0.000268065 6.85373e-05 0.000457056 -0.000381094 0.000582671 0.00274177 -0.000350434 0.000866695 -0.000722224
internal_weight=0 0.0132126 0.0122073 0.011182 0.00818082 0.00677919 0.00300115 0.00577116 0.00402657 0.00279404
internal_count=3121 2963 2890 2720 2224 1779 496 1584 1312 729
is_linear=0
shrinkage=0.0146482


Tree=2627
num_leaves=15
num_cat=0
split_feature=1374 457 1 15 3 42 151 4 16 403 16 2 151 2
split_gain=0.000167493 0.000357397 0.00013792 0.000245322 0.000169859 0.000140734 0.000130838 0.000193038 0.000105618 0.000192272 0.000122698 0.000173824 9.78904e-05 3.37107e-05
threshold=-0.094929999999999987 0.088350000000000026 0.12811000000000003 0.095175000000000023 0.11296500000000002 0.092395000000000019 -0.0077149999999999988 0.15285000000000001 -0.088394999999999987 0.03138500000000001 0.22339500000000004 0.092875000000000013 -0.086654999999999982 0.10613000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 6 12 8 -8 10 11 -10 -2 -9
right_child=1 -3 4 -5 -6 -7 7 13 9 -11 -12 -13 -14 -15
leaf_value=-0.00066843487020874835 2.6708408742139008e-05 0.00089489880329070965 0.0007576076741381215 -0.00084658811424515815 -0.00014288131283649171 -0.00048090052094481651 -0.00044091365259741293 0.00035777538212136169 -0.00016044988115368144 0.00074385466963692215 -0.0004340775867639226 0.0006746133944085295 -0.0007019853286420602 0.00078086506113933735
leaf_weight=0.0010113141031737874 0.0010169119581278085 0.0012485539094907244 0.0012653075709916474 0.0011254043308901373 0.001093816128905023 0.0016947661812378159 0.0013016171833237535 0.0010676014109688992 0.0019404253850337401 0.0010244036766487536 0.0015896518026487227 0.0010904238957517897 0.0010488039688794073 0.001042394219097964
leaf_count=55 165 119 127 351 116 386 359 77 618 129 248 117 178 76
internal_value=0 3.197e-05 -3.41228e-05 -9.74419e-05 0.000340093 -3.16626e-05 3.67906e-05 0.000123478 -1.11785e-05 8.79109e-05 -5.75173e-05 0.000139985 -0.000343264 0.000566793
internal_weight=0 0.0175501 0.0163015 0.0139424 0.00235912 0.012817 0.0111222 0.00905652 0.00694652 0.0056449 0.0046205 0.00303085 0.00206572 0.00211
internal_count=3121 3066 2947 2704 243 2353 1967 1624 1471 1112 983 735 343 153
is_linear=0
shrinkage=0.00167351


Tree=2628
num_leaves=11
num_cat=0
split_feature=1 4 4 457 2 49 3 52 12 12
split_gain=5.53289e-05 9.45756e-05 0.00011788 8.53506e-05 0.000149097 0.000167129 0.000163468 6.49268e-05 6.38036e-05 0.000108143
threshold=0.08844500000000001 -0.15764999999999998 -0.49405499999999997 0.045365000000000009 0.11474000000000002 0.005085000000000001 0.076840000000000006 -0.081934999999999994 0.088365000000000013 0.10345000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 8 -3 -2 -10
right_child=3 7 -4 -5 5 -7 -8 -9 9 -11
leaf_value=-0.0021630360387416337 0.0027834341383202958 -0.0001023545931238779 0.003722009704106083 0.0035658451546409439 0.0069302681510617411 -0.00065829960872239421 -0.0045124501870923419 -0.004053241802285802 -0.0039272395146801786 0.0020346509325859345
leaf_weight=0.0011414098015073626 0.0013332961372802309 0.001170009878406565 0.0012609760358307529 0.0014635544357312485 0.0010086010168429173 0.0010351619011090508 0.0017031580113021638 0.0019563789903594853 0.0010593428051165719 0.0010831017079768746
leaf_count=75 214 382 60 158 211 76 124 1377 353 91
internal_value=0 -0.00105357 0.000925936 0.000644286 5.22794e-05 0.00308667 -0.00114519 -0.00257467 0.000504808 -0.000913237
internal_weight=0 0.00552877 0.00240239 0.00868622 0.00722266 0.00204376 0.0051789 0.00312639 0.00347574 0.00214244
internal_count=3121 1894 135 1227 1069 287 782 1759 658 444
is_linear=0
shrinkage=0.0132673


Tree=2629
num_leaves=17
num_cat=0
split_feature=1213 124 484 1374 457 402 4 160 2 2 2 0 0 49 0 3
split_gain=0.000467127 0.000307992 0.00028799 0.000250997 0.00028143 0.000244598 0.000318092 0.000159509 0.000176777 0.000391188 0.00030498 0.000186132 0.000235693 0.000175079 0.000100159 9.88114e-05
threshold=-1.0000000180025095e-35 0.10281000000000001 -0.0068949999999999992 -0.094929999999999987 0.088045000000000012 0.073745000000000019 -0.46376499999999993 0.086075000000000013 0.10731 0.11548000000000001 0.098035000000000011 -0.10607499999999999 -0.077999999999999986 0.005085000000000001 -0.053834999999999994 0.084940000000000015
decision_type=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 11 15 -13 -11 -14 -8
right_child=1 -3 3 4 -6 -7 7 -9 9 13 -12 12 14 -15 -16 -17
leaf_value=-0.0012203336012148753 -0.00080748318547139888 0.0010442861412939366 -0.00078674104478468961 -0.00078651941670143948 0.00097824391229644038 0.00092078625735207979 0.00024913449687540652 -0.0005106756577178905 -0.00090020208635917427 0.00074822974013992385 0.0012461107231407974 -0.00054588919858693957 0.00071737522891016027 -0.00020637137126685554 -5.6548350894212166e-05 0.00097330018389178588
leaf_weight=0.0010351123115061095 0.0013994523806884753 0.0010146009694512173 0.0011168966176433549 0.0015991568456061962 0.0012050239347009229 0.0010356619080023411 0.0014995652402079148 0.0013753566364554668 0.001522412895598642 0.0013291571303634328 0.0010444819286654639 0.0019128311488806064 0.0011504115339412355 0.0012949512434839751 0.0011332711955328403 0.0011264945297204676
leaf_count=491 484 39 55 142 95 194 81 165 95 169 115 588 179 95 97 37
internal_value=0 5.14668e-05 4.50884e-07 6.20821e-05 0.000117109 5.23497e-05 -7.65842e-06 8.53677e-05 0.000153605 -0.000155119 0.000316325 0.000173983 -6.74373e-05 0.000277151 0.000333318 0.000559778
internal_weight=0 0.0207597 0.0197451 0.0183457 0.0172288 0.0160238 0.0149881 0.0133889 0.0120136 0.00414652 0.00786706 0.00682257 0.00419651 0.00262411 0.00228368 0.00262606
internal_count=3121 2630 2591 2107 2052 1957 1763 1621 1456 359 1097 982 864 264 276 118
is_linear=0
shrinkage=0.00184769


Tree=2630
num_leaves=12
num_cat=0
split_feature=48 4 457 15 16 2 484 2 52 3 0
split_gain=5.30243e-05 0.000114526 8.72879e-05 6.63633e-05 0.000100421 0.000135256 0.00012142 0.000185843 9.2567e-05 6.1361e-05 4.48567e-05
threshold=0.12879500000000002 0.27834500000000006 0.088350000000000026 0.091650000000000023 -0.18708499999999997 0.10981000000000002 0.084040000000000017 0.086950000000000013 -0.082554999999999976 -0.0087149999999999988 -0.084269999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 -6 -9 -10
right_child=-2 -3 -4 -5 5 -7 -8 9 10 -11 -12
leaf_value=-0.0035240465966912366 -0.0030099223338881302 0.003353410622298172 0.0030729476126482693 -0.0037748428489051272 -0.0025421392708211117 0.0045886386975116837 0.0037394745811441935 -0.0021944813042712318 0.00029279594862191517 -0.0068243305375803058 0.0042125549432923525
leaf_weight=0.0014925467092544911 0.0010065547772657385 0.0018310919254494002 0.0012554620281220999 0.0011472808478042952 0.0010414329925632821 0.0011505812889297147 0.0010540850765809271 0.0010926137874378724 0.0010067210061308501 0.0010077451010459537 0.0011401965831387656
leaf_count=147 90 322 116 464 176 216 220 578 386 91 315
internal_value=0 0.000212154 -0.000292904 -0.000709919 -0.000318604 0.000319863 -0.000454491 -0.00129038 0.000768559 -0.00441587 0.00237452
internal_weight=0 0.0132198 0.0113887 0.0101332 0.00898592 0.00749338 0.00634279 0.00528871 0.00318835 0.00210036 0.00214692
internal_count=3121 3031 2709 2593 2129 1982 1766 1546 877 669 701
is_linear=0
shrinkage=0.0135326


Tree=2631
num_leaves=14
num_cat=0
split_feature=147 52 1 52 157 0 0 2 2 4 1 12 151
split_gain=0.000140044 0.000161022 0.000198653 0.000182319 0.000194397 0.000185553 0.000263484 0.000213957 0.000200293 0.000235557 0.000171692 0.000100882 6.65496e-05
threshold=0.089025000000000007 -0.40306999999999998 0.13842500000000005 0.11434500000000002 -0.082009999999999986 -0.084269999999999984 -0.10607499999999999 0.11215000000000001 0.10882500000000002 -0.084369999999999987 0.097115000000000021 0.085955000000000018 -0.0064299999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 10 9 11 12 -7 -6
right_child=-2 2 -4 -5 5 8 -8 -9 -10 -11 -12 -13 -14
leaf_value=-0.00063326317411318016 0.00058713270362459151 0.0007274472771504869 0.00073746649605081532 -0.00052652359962607914 0.00015686093035574498 2.7157586757318962e-05 -0.00087525872872545743 -0.00053211803100361422 0.00086926535043390317 0.00047722894953142913 0.00061182055929886667 -0.00067529164855049343 -0.0004334239945596929
leaf_weight=0.0012484802067198935 0.0010938421547946635 0.0010607725066634722 0.001006306528883053 0.0019975430219041817 0.0011658316876144159 0.0012068619775407047 0.0014141318122627162 0.0018207741986442857 0.0010595626135658787 0.0019785229754947136 0.0015706777605447586 0.0011763969098961269 0.0010648158019642131
leaf_count=318 124 184 127 461 46 105 613 99 163 512 75 169 125
internal_value=0 -4.21622e-05 2.50363e-06 -4.51635e-05 2.59648e-05 -3.3767e-05 -0.000216631 -5.09662e-05 0.000203568 4.18574e-05 0.000179498 -0.000319577 -0.000124916
internal_weight=0 0.0177707 0.0165222 0.0155159 0.0135183 0.0124576 0.00703623 0.0056221 0.00542134 0.00436178 0.00380133 0.00238326 0.00223065
internal_count=3121 2997 2679 2552 2091 1907 958 345 949 786 246 274 171
is_linear=0
shrinkage=0.00170698


Tree=2632
num_leaves=16
num_cat=0
split_feature=1374 457 484 1 12 3 0 49 151 0 43 16 42 2 2
split_gain=0.000216551 0.000278897 0.000163115 0.000151785 0.000227429 0.0002053 0.000121462 0.000210855 0.00026878 0.000164078 0.000128943 0.000178712 0.000123907 0.000107146 9.92952e-05
threshold=-0.094929999999999987 0.088350000000000026 -1.0000000180025095e-35 0.12811000000000003 0.11650500000000001 0.11296500000000002 -0.10607499999999999 -0.080089999999999981 -0.00099499999999999979 -0.084269999999999984 -0.083879999999999996 0.22339500000000004 -1.0000000180025095e-35 0.097845000000000015 0.10005000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -5 7 -4 -9 -8 12 13 -11 -12 -10
right_child=1 -3 3 5 -6 -7 9 8 14 10 11 -13 -14 -15 -16
leaf_value=-0.00082336276536866819 -0.00068941089414692436 0.00085597425256318468 0.0009372149851430185 0.00093175689087099639 -0.00086922338107944743 -0.00014646228217483242 -0.00066777743548314698 -0.0006244813331489266 3.9712086686709841e-05 -0.00017050503760623659 -0.00035416779577032763 -0.00085246247582601933 0.00061838115102100656 0.00044069588399689994 0.00077723698973157084
leaf_weight=0.0010021504915875825 0.0011192205881174885 0.0011886532518225147 0.0010385385022983751 0.0012195881661923634 0.0010120513482525595 0.0010251408431543041 0.0014603418242439947 0.0012791957806905785 0.0012109705309954477 0.0010697228188084598 0.001051855395525607 0.0010227722905273105 0.0015205452975513567 0.0010882536016774205 0.0010975911180256537
leaf_count=55 493 119 75 122 86 105 596 72 117 183 529 228 124 136 81
internal_value=0 2.56216e-05 -3.52451e-05 1.32531e-05 -6.11694e-05 0.000439347 7.9021e-06 0.000232514 2.85261e-05 -0.00013615 -1.2056e-06 -0.000241811 0.000292589 5.00234e-05 0.000390364
internal_weight=0 0.0174044 0.0162158 0.0150966 0.0128518 0.00224473 0.0118398 0.0046263 0.00358776 0.00721349 0.00575315 0.00316288 0.00259027 0.00214011 0.00230856
internal_count=3121 3066 2947 2454 2227 227 2141 345 270 1796 1200 893 307 665 198
is_linear=0
shrinkage=0.00177594


Tree=2633
num_leaves=15
num_cat=0
split_feature=1374 457 11 2 159 52 403 0 0 3 0 1 52 0
split_gain=0.000214656 0.000374207 0.000210249 0.000186054 0.000249558 0.00026119 0.000228941 0.000279583 0.000286399 0.000162244 0.000126851 0.000213667 0.000114053 0.000163585
threshold=-0.094929999999999987 0.088350000000000026 0.087830000000000005 0.11548000000000001 0.091530000000000014 0.11434500000000002 0.085340000000000013 -0.060129999999999996 -0.10096999999999999 0.11924500000000002 -0.11756999999999999 0.10612500000000001 -0.26636999999999994 0.15398500000000004
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 8 10 -5 11 -2 -9 -14
right_child=1 -3 -4 9 -6 -7 -8 12 -10 -11 -12 -13 13 -15
leaf_value=-0.0008327059467455423 0.00033519832411789592 0.00098130590578136508 -0.00083049156160587665 0.00086541753795876201 -0.00087953997462098259 -0.00076541675580792741 -0.00073501325741641833 0.0001177289400084821 -0.00074086077482188924 -1.6863286124472993e-05 0.00066025528254213422 -0.00068460137585667105 0.0012762890000223162 0.00029774397724768409
leaf_weight=0.0010497939755511601 0.001994938746678776 0.0013014506570628954 0.001093250050573368 0.0014587676710866018 0.0012264490412527704 0.0013605373844075641 0.0010229999364737849 0.0011260816891600633 0.0015504735535160743 0.0013891849770517606 0.0013261372340839222 0.0010817215803751168 0.00128666670164639 0.0010667934477235907
leaf_count=55 137 119 118 265 227 359 221 79 1170 120 72 57 98 24
internal_value=0 2.6448e-05 -4.67209e-05 7.2009e-06 -8.6223e-05 -3.88261e-06 9.52102e-05 0.000185249 -5.79419e-05 0.000435055 0.000182552 -2.33526e-05 0.000601333 0.000832727
internal_weight=0 0.0182855 0.016984 0.0158908 0.0130428 0.0118164 0.0104558 0.00943281 0.00595327 0.00284795 0.0044028 0.00307666 0.00347954 0.00235346
internal_count=3121 3066 2947 2829 2444 2217 1858 1637 1436 385 266 194 201 122
is_linear=0
shrinkage=0.00184769


Tree=2634
num_leaves=11
num_cat=0
split_feature=14 0 16 15 49 0 47 42 43 4
split_gain=5.25942e-05 9.06842e-05 0.000128682 0.000130424 0.000234384 0.000113025 8.99981e-05 0.000150837 0.000113856 0.000111465
threshold=-0.10708499999999999 -0.10607499999999999 -0.013324999999999998 -0.10653 -0.043469999999999995 -0.084269999999999984 0.098400000000000015 0.088915000000000008 -0.084004999999999982 -0.35136499999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -3 7 8 -7 -10
right_child=1 5 -4 4 -6 6 -8 -9 9 -11
leaf_value=-0.0021058958383792996 0.0030043704548248259 -0.0032773337446713683 0.0044234167195547867 0.0015578147795051254 -0.0048486010232933118 0.0024463919325095661 0.0026393692189833535 -0.0040980325507797479 -0.003476184151229183 0.0011869816348529336
leaf_weight=0.001251094807178014 0.0014220371903360604 0.0014133688321361299 0.0011483639593012924 0.0016386795943883481 0.0010779360607449107 0.001737952358394238 0.0012388569870632436 0.0010853747866784195 0.0011754060223658758 0.001159218541013689
leaf_count=140 169 876 102 125 113 311 131 532 158 464
internal_value=0 0.000183999 0.00126315 0.000386262 -0.000984211 -0.000546521 5.68496e-05 -0.00056343 0.00037857 -0.00116077
internal_weight=0 0.0130972 0.00528702 0.00413865 0.00271662 0.00781018 0.00639681 0.00515795 0.00407258 0.00233462
internal_count=3121 2981 509 407 238 2472 1596 1465 933 622
is_linear=0
shrinkage=0.0106704


Tree=2635
num_leaves=14
num_cat=0
split_feature=147 484 41 3 457 160 51 133 3 2 52 0 2
split_gain=0.000138696 0.000191237 0.00013473 0.000148012 0.000123965 0.000156556 0.000178803 0.000123031 0.000160005 0.00021552 0.000180383 0.000113879 8.13181e-05
threshold=0.089025000000000007 -0.0068949999999999992 0.078475000000000017 -0.12018999999999998 -0.0029299999999999994 -0.080719999999999986 0.045645000000000005 -1.0000000180025095e-35 -0.08824499999999999 0.10613000000000002 -0.11183499999999999 0.10455500000000001 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 11 -5 -6 7 -7 -9 10 -10 -3 -12
right_child=-2 2 -4 4 5 6 -8 8 9 -11 12 -13 -14
leaf_value=-0.00073885794964328143 0.00059769353851107248 0.00076605278029908438 -0.00055198531191359907 -0.00058953918067019011 -0.00044734339794453518 -0.00052380332789459699 0.00056719529943506013 -0.00048508102786045678 -0.00013053172717730698 -0.00030303847747655585 0.00029106950779113258 2.5748413053839848e-05 0.00087521781380175772
leaf_weight=0.0010368893329808391 0.0010040927293383994 0.0012845004950576807 0.0011396728927078595 0.0010091013310266324 0.0016983532576883955 0.001108750223134166 0.0018794793535496799 0.0011771439872901093 0.0012217210344752875 0.0017195905885982743 0.0011140485921673753 0.0010639816139126346 0.0016647685024166747
leaf_count=492 124 110 126 145 419 580 206 159 115 184 186 86 189
internal_value=0 -4.22641e-05 2.65132e-06 4.49568e-05 -2.69732e-05 2.20335e-05 0.000102674 -6.37671e-06 7.68006e-05 0.00019243 0.000405402 0.000430657 0.000641028
internal_weight=0 0.017118 0.0160811 0.0149414 0.012593 0.0115839 0.0098855 0.00800602 0.00689727 0.00572013 0.00400054 0.00234848 0.00277882
internal_count=3121 2997 2505 2379 2183 2038 1619 1413 833 674 490 196 375
is_linear=0
shrinkage=0.00167351


Tree=2636
num_leaves=15
num_cat=0
split_feature=1374 457 484 403 52 1 52 12 160 13 48 3 12 4
split_gain=0.000220566 0.000255681 0.000224896 0.000175894 0.000227085 0.000342816 0.000300249 0.000216665 0.000199771 0.000316964 0.000195217 0.000204135 0.000127348 0.000121275
threshold=-0.094929999999999987 0.088350000000000026 -0.0068949999999999992 0.090990000000000015 0.11434500000000002 0.10727500000000002 0.095415000000000014 0.097825000000000009 -0.081639999999999976 -0.084034999999999985 0.081275000000000014 -1.0000000180025095e-35 0.084100000000000022 0.09173000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -6 7 8 -4 12 11 -11 -10 -9
right_child=1 -3 3 -5 5 -7 -8 13 9 10 -12 -13 -14 -15
leaf_value=-0.00071562820195836263 -0.0007531199056325271 0.00071868745960979518 0.00051417217530198487 -0.00061798115612156487 -0.0010300280570260446 0.00027957203217107555 0.00091934001601134106 9.6413050739127648e-05 0.00063299729476779052 -0.00099149400906925391 0.00011112856425907658 -0.00022438655066794256 -5.4997961072730671e-05 0.0007755055341862482
leaf_weight=0.0011189342182207343 0.0010554885338215176 0.0013630675476148024 0.0014560706979799111 0.001065120124302407 0.001161217772766422 0.0010026830639559281 0.0012380553244063517 0.0012908396034065775 0.0014540801668457455 0.0017685164534703901 0.0015171979473947717 0.0019785198778714064 0.0014428837055571186 0.0015675186332843524
leaf_count=55 481 119 155 227 303 76 104 197 165 721 183 90 169 76
internal_value=0 3.35675e-05 -1.83191e-05 2.74572e-05 7.07553e-05 -0.000423201 0.000148697 7.22204e-05 -4.56552e-05 -0.000145536 -0.000385397 -0.000586444 0.000290329 0.000468826
internal_weight=0 0.0193613 0.0179982 0.0169427 0.0158776 0.0021639 0.0137137 0.0124756 0.00961727 0.0081612 0.00526423 0.00374704 0.00289696 0.00285836
internal_count=3121 3066 2947 2466 2239 379 1860 1756 1483 1328 994 811 334 273
is_linear=0
shrinkage=0.0016407


Tree=2637
num_leaves=13
num_cat=0
split_feature=484 4 39 49 13 52 133 15 0 48 16 3
split_gain=5.32777e-05 6.45784e-05 5.72203e-05 0.000104473 9.0112e-05 0.000151868 0.000168494 0.000146784 0.000154502 0.000122808 5.9179e-05 1.64148e-05
threshold=-1.0000000180025095e-35 0.26790000000000008 0.097050000000000011 0.065470000000000014 -0.0034749999999999994 -0.089199999999999988 0.083950000000000011 1.0000000180025095e-35 -0.10096999999999999 0.084485000000000018 -0.088159999999999988 0.092670000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 10 8 9 -6 -7 -3
right_child=1 11 -4 -5 7 6 -8 -9 -10 -11 -12 -13
leaf_value=-0.002999596206426629 0.0052754257198629941 0.0036733757795607857 -0.0031472355571711104 0.0041763500114802296 0.005103449924575087 -0.00039341099085569563 0.0035333921253989892 -0.0056628294679300769 -0.0040318069836378576 -0.0012185361045055651 -0.0049307937125529387 0.0012237515869212544
leaf_weight=0.0010208724561407085 0.0011516145068457039 0.0010012154384172215 0.0010820666549700144 0.0010466718790560622 0.0011082184123551997 0.0010135783911374833 0.0012418360652724928 0.0012288164475712949 0.0012552772771734283 0.0011431715239700324 0.0010952109320353444 0.0010026208837422557
leaf_count=515 168 230 72 392 32 247 351 279 198 45 464 128
internal_value=0 0.00020776 -0.000187128 0.000124318 -0.000334794 0.00103596 -0.000421151 -0.00163803 -0.00022765 0.00189338 -0.00274992 0.0024477
internal_weight=0 0.0133703 0.0113665 0.0102844 0.00923772 0.00450224 0.00335063 0.00473548 0.00350667 0.00225139 0.00210879 0.00200384
internal_count=3121 2606 2248 2176 1784 1230 1062 554 275 77 711 358
is_linear=0
shrinkage=0.0135326


Tree=2638
num_leaves=12
num_cat=0
split_feature=123 14 1 52 52 42 49 52 4 4 2
split_gain=5.53034e-05 7.24467e-05 0.000101444 0.000158739 0.000121659 9.32031e-05 0.000103016 9.19116e-05 6.44241e-05 6.1161e-05 9.03764e-06
threshold=1.0000000180025095e-35 -0.10708499999999999 0.12873500000000002 -0.11183499999999999 -0.081429999999999989 0.091545000000000015 0.0043850000000000009 -0.0064899999999999992 -0.084369999999999987 -1.0000000180025095e-35 0.085345000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 7 -6 -9 -10 -11
right_child=-2 2 -4 4 5 -7 -8 8 9 10 -12
leaf_value=-0.0035353760259361701 0.002838060373000341 -0.0052301862799052226 0.0033733793431456444 0.0040777108322919593 -0.004021154150645332 -0.0041755719163499442 0.0041986916521785213 -0.002115445960678879 0.003922736037130164 -0.00098059913189932585 0.00087162425965028997
leaf_weight=0.0011824534871955226 0.0011843719362249891 0.0011700867443212798 0.0015232879365775541 0.0013016090644385218 0.0011775135884199064 0.00111477196893467 0.0010097910048970492 0.0014455066912064827 0.0011610506021749577 0.001006918923295172 0.0010007778573409391
leaf_count=103 265 471 147 153 212 451 279 288 517 101 134
internal_value=0 -0.000276653 4.68454e-05 -0.000440954 0.000166972 -0.000476035 0.000130317 -0.000579001 0.000299403 0.001401 -5.73202e-05
internal_weight=0 0.0130938 0.0119113 0.010388 0.00921794 0.00791633 0.00680156 0.00579177 0.00461425 0.00316875 0.0020077
internal_count=3121 2856 2753 2606 2135 1982 1531 1252 1040 752 235
is_linear=0
shrinkage=0.0138033


Tree=2639
num_leaves=12
num_cat=0
split_feature=47 123 50 4 0 16 48 4 16 16 0
split_gain=5.95076e-05 0.000105007 0.00012773 0.000117193 0.000141791 6.86981e-05 0.000115964 8.44578e-05 8.17808e-05 8.79645e-05 7.60803e-05
threshold=0.13148500000000005 1.0000000180025095e-35 0.088425000000000017 0.24564500000000003 -0.15202999999999997 -0.094359999999999986 0.084855000000000014 0.0049200000000000008 0.16703000000000004 0.40391000000000005 -0.077999999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 7 8 -1 10 -10 -7
right_child=-2 -3 -4 4 -6 6 -8 -9 9 -11 -12
leaf_value=0.00023932910497431026 -0.002930551082229985 0.0043499239268257025 -0.004180919230916502 -0.00031492668400349001 0.0064074351872919766 -0.0011147717896854347 0.0030558128448119962 -0.0051724707675032885 -0.0052898523918547347 0.00011329821276141111 0.0035563175496290452
leaf_weight=0.0010096901686074699 0.0011345291854729525 0.0010083759123285319 0.0012177429334526693 0.0010944927384072267 0.0011148686791411745 0.0015068238319221542 0.0019187462643082825 0.0010207693275518452 0.0011226668809692468 0.0010052839023285288 0.0010355774604731028
leaf_count=116 65 255 510 77 206 841 264 155 122 236 274
internal_value=0 0.000237238 -0.000107018 0.000351104 0.00307725 -0.000347662 0.000309839 -0.00248134 -0.000818304 -0.0027373 0.000787868
internal_weight=0 0.013055 0.0120467 0.0108289 0.00220936 0.00861956 0.0065891 0.00203046 0.00467035 0.00212795 0.0025424
internal_count=3121 3056 2801 2291 283 2008 1737 271 1473 358 1115
is_linear=0
shrinkage=0.0132673


Tree=2640
num_leaves=12
num_cat=0
split_feature=41 3 3 13 52 49 2 0 2 13 3
split_gain=5.6514e-05 6.84779e-05 7.52918e-05 8.5185e-05 0.000196741 0.000103082 0.000181702 0.000178434 9.99977e-05 6.90924e-05 7.03605e-06
threshold=0.078065000000000009 -0.12018999999999998 -0.078934999999999991 -0.00096999999999999983 -0.013374999999999998 -0.069799999999999987 0.11411 -0.22491999999999998 0.10584500000000001 -0.023499999999999997 0.086245000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 9 4 -4 -5 7 -7 -6 -3 -9
right_child=-2 2 3 5 8 6 -8 10 -10 -11 -12
leaf_value=0.0020545327906333235 -0.0025002501167236072 -0.0040046773190081895 0.0050811112774512696 -0.0037099121865926507 0.001675194128065633 0.005103550934251618 -0.0034051984564219292 0.00026449020272778165 -0.0027462137512023902 -2.9650163199786007e-05 -0.0010245674468818283
leaf_weight=0.0019606861061945676 0.0010040759242436045 0.0010390291953891878 0.001240041250770707 0.0010227949526794844 0.0014048172862611234 0.0010821965813760936 0.0012298296207863511 0.0010036586637225163 0.0010655424598113332 0.0010329025083827643 0.0010026880974720598
leaf_count=240 154 834 302 72 421 70 112 125 172 551 68
internal_value=0 0.000179109 -0.000151462 0.000276948 0.00154375 -0.000603073 0.000132774 0.00154156 -0.000231896 -0.00202304 -0.000379727
internal_weight=0 0.0130842 0.0111235 0.00905157 0.0037104 0.00534117 0.00431837 0.00308854 0.00247036 0.00207193 0.00200635
internal_count=3121 2967 2727 1342 895 447 375 263 593 1385 193
is_linear=0
shrinkage=0.0108838


Tree=2641
num_leaves=11
num_cat=0
split_feature=52 1 47 42 51 13 1 4 0 3
split_gain=5.47521e-05 0.000105792 8.80601e-05 9.14096e-05 0.000104693 0.000130131 0.000102724 0.000147846 0.000116601 6.88115e-05
threshold=-0.40306999999999998 0.13436000000000001 0.10621500000000002 -0.0060199999999999993 -0.076794999999999988 -0.084319999999999992 0.094465000000000007 -0.0029599999999999995 -0.15599999999999997 -0.078934999999999991
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 9 7 -7 -8 -6
right_child=1 -3 -4 4 5 6 8 -9 -10 -11
leaf_value=-0.0031190097897168087 -0.0031241758996453212 0.004492226417141006 -0.0037676740057589675 -0.0029590383247021677 -0.0039175234998104942 0.0035469001922106796 0.0015836714579007352 -0.0028478495584303275 0.0077151905285558781 0.00050150456517135487
leaf_weight=0.0010038114908773347 0.0013404712021110625 0.0010208547011123182 0.0011504226920954494 0.0012709233884014631 0.0010122220887762729 0.0016302052234166784 0.0011464305025088301 0.0011929352841617107 0.0012195223771537568 0.0019939060925268405
leaf_count=324 740 195 140 276 390 433 64 143 213 203
internal_value=0 0.00022706 -0.000137087 0.000249409 0.000727131 0.00129879 0.00262267 0.00084476 0.00474414 -0.000986469
internal_weight=0 0.0129779 0.011957 0.0108066 0.00946614 0.00819522 0.00518909 0.00282314 0.00236595 0.00300613
internal_count=3121 2797 2602 2462 1722 1446 853 576 277 593
is_linear=0
shrinkage=0.0138033


Tree=2642
num_leaves=15
num_cat=0
split_feature=1374 457 11 0 4 52 15 13 160 0 1 16 4 3
split_gain=0.000192639 0.000291412 0.000194883 0.000219376 0.00021891 0.000138966 0.000408411 0.000119376 0.000195521 0.000195005 0.000162513 0.000341119 0.000176864 0.00014082
threshold=-0.094929999999999987 0.088350000000000026 0.087830000000000005 0.18019500000000002 0.27287000000000006 0.10160000000000001 -0.0079099999999999986 -0.084034999999999985 -0.081069999999999989 -0.11756999999999999 0.13021500000000003 1.0000000180025095e-35 -0.0016099999999999997 -0.075944999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 -7 9 -9 -2 11 12 -10 -11
right_child=1 -3 -4 -5 -6 6 -8 8 10 13 -12 -13 -14 -15
leaf_value=-0.00078523931751544348 -0.00042430703145694237 0.00091683054394557184 -0.00077420564509165114 0.00082184160341846496 0.00055018929994597439 0.00029052905260720135 -0.0012691785808977831 0.00056153314299160458 0.00024592694967523661 7.3360736206887298e-05 0.00031024045235916433 -0.0012818316961849703 -0.00058315500652563466 0.00094458416795535432
leaf_weight=0.0010038615465135505 0.0010227330372436505 0.0011386135238376357 0.0010810930125784426 0.0010471585453734064 0.0018155101934383801 0.001040892717580775 0.0011702603268881669 0.0010068171924719205 0.0017225699031715703 0.0011923097710281085 0.0011329255676244543 0.0012085347285117286 0.0016559801674841572 0.0012439165462372875
leaf_count=55 76 119 118 26 274 210 310 144 665 403 36 398 192 95
internal_value=0 3.07607e-05 -3.09803e-05 2.16748e-05 -3.72807e-05 -0.000123315 -0.000534952 -3.39556e-05 -0.000174579 0.000239523 -0.000304147 -0.00045589 -0.000160444 0.0005182
internal_weight=0 0.0174793 0.0163407 0.0152596 0.0142125 0.0123969 0.00221115 0.0101858 0.00672683 0.00345896 0.00572001 0.00458708 0.00337855 0.00243623
internal_count=3121 3066 2947 2829 2803 2529 520 2009 1435 574 1291 1255 857 498
is_linear=0
shrinkage=0.00181146


Tree=2643
num_leaves=17
num_cat=0
split_feature=14 52 157 48 2 2 159 52 16 0 2 43 151 52 4 42
split_gain=0.00032487 0.000215468 0.000276207 0.000187982 0.000253156 0.000275854 0.000204857 0.000194211 0.000287129 0.000269165 0.000259389 0.000251581 0.000229075 0.000112343 7.54056e-05 7.00615e-05
threshold=0.054835000000000009 -0.40306999999999998 -0.08107499999999998 0.12879500000000002 0.11548000000000001 0.13404500000000005 0.091235000000000024 0.11434500000000002 0.38525000000000004 0.12500000000000003 0.089885000000000007 -0.072864999999999985 -0.0083949999999999979 -0.013374999999999998 0.053180000000000012 0.083995000000000014
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 9 10 11 15 -12 -14 -13 -4
right_child=-2 2 3 -5 5 -7 -8 -9 -10 -11 12 14 13 -15 -16 -17
leaf_value=-0.00068354582640463529 -0.00104388975664071 0.00090380977209995579 -1.6198815459040652e-05 -0.00066886712360390182 0.001256156458260491 6.693876171143747e-06 -0.00078402990660394664 -0.00057891026781627206 0.0010382425332803704 -0.00086574494077124107 -6.4996998948097702e-05 -0.00079498548091097804 0.0013313288625087663 0.00049582180909946475 -0.00015436574586828183 0.0006641335114236992
leaf_weight=0.0013303756443621964 0.001004498132443076 0.0013105028328192552 0.0010055433446707878 0.0012414573490209307 0.001200117214074121 0.0012129196212226252 0.0011064240091600537 0.00148022601388149 0.0010800700963263235 0.0010161163804621913 0.0014285750242552901 0.0015212952789233434 0.001027366429252774 0.0011810109440798383 0.0010674066566810428 0.001063133009384841
leaf_count=314 110 235 189 70 136 180 207 323 31 42 102 647 63 259 67 146
internal_value=0 3.39198e-05 8.71185e-05 2.27668e-05 7.85577e-05 0.000628111 -2.36288e-05 4.72451e-05 0.000136447 3.18328e-05 0.000141793 -0.000146951 0.000511549 0.000884511 -0.000530837 0.000333437
internal_weight=0 0.0192725 0.0179422 0.0166317 0.0153902 0.00241304 0.0129772 0.0118707 0.0103905 0.00931045 0.00829433 0.00465738 0.00363695 0.00220838 0.0025887 0.00206868
internal_count=3121 3011 2697 2462 2392 316 2076 1869 1546 1515 1473 1049 424 322 714 335
is_linear=0
shrinkage=0.00184769


Tree=2644
num_leaves=14
num_cat=0
split_feature=14 157 124 123 14 48 0 1 3 47 0 42 151
split_gain=0.000230686 0.000165559 0.000156883 0.000262522 0.000222749 0.000294319 0.000408849 0.000293005 0.000257229 0.000199192 0.00016812 0.000180248 5.55627e-05
threshold=0.018475000000000002 -0.073574999999999988 1.0000000180025095e-35 1.0000000180025095e-35 -0.10708499999999999 0.12649500000000002 -0.10607499999999999 0.104035 -0.12018999999999998 0.090100000000000013 -0.053834999999999994 0.08623500000000002 -0.0077149999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 12 -8 -9 11 -10 -6
right_child=-2 2 -4 -5 5 -7 8 9 10 -11 -12 -13 -14
leaf_value=0.00050622873282789749 -0.0008090733022634906 -0.00082859840286941518 0.00061926881556381643 0.0007693131701591321 0.00024734942080624196 -0.00094384001767458027 0.00030208239779025734 0.0013212850398836632 -0.00055596061863670012 0.00029667411141063975 -0.0008128470697173505 0.00020027410241424951 -0.00029248359808514923
leaf_weight=0.0019222252845517906 0.0010014596286931068 0.0012052843885541628 0.0010370588868302407 0.0010215882842103648 0.0011413871540700699 0.0010169167756878478 0.0019822234153888023 0.0012277663664557736 0.0019320331073176952 0.0010057288404254905 0.0019843656601545457 0.0017503858011428943 0.0010823733239857794
leaf_count=398 119 74 74 193 51 62 150 105 870 28 187 710 100
internal_value=0 3.22951e-05 -2.32978e-05 -6.671e-05 -0.000126317 -6.18163e-05 1.2273e-05 0.000423208 -0.000227189 0.000859909 -0.000412326 -0.000196495 -1.54041e-05
internal_weight=0 0.0183093 0.0163871 0.0153501 0.0143285 0.0131232 0.0121063 0.00445726 0.00764901 0.0022335 0.00566678 0.00368242 0.00222376
internal_count=3121 3002 2604 2530 2337 2263 2201 284 1917 133 1767 1580 151
is_linear=0
shrinkage=0.00170698


Tree=2645
num_leaves=17
num_cat=0
split_feature=14 403 484 3 157 48 48 133 16 1 2 2 15 3 52 47
split_gain=0.00024328 0.000172551 0.000190925 0.00021371 0.000191567 0.000163825 0.000236011 0.000207499 0.000190708 0.000115 0.000180383 0.000272216 0.000159454 9.55456e-05 4.91847e-05 4.64736e-05
threshold=0.023790000000000002 0.090990000000000015 -0.0068949999999999992 -0.15956499999999998 -0.08107499999999998 0.12737000000000001 0.10396500000000002 0.083950000000000011 0.029300000000000003 0.111945 0.10559 0.088850000000000012 -0.016799999999999995 -1.0000000180025095e-35 -0.07167999999999998 0.11596500000000001
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 9 -9 10 11 13 15 -6 -13 -11
right_child=-2 -3 3 4 5 -7 -8 8 -10 12 -12 14 -14 -15 -16 -17
leaf_value=-0.00063947395094329047 -0.00089795459250557571 -0.00070493993865628662 0.00092518663793777567 0.00077592178266861487 -0.00084567743080117075 -0.00068128953578600764 0.00085242477216821496 0.0008751311302224986 -0.0001652229384027638 0.00011461266958086919 -0.00084883806569489167 4.6980019125218588e-05 0.00074110661536880003 -0.00011597311090666803 0.00059409944186171015 -0.00042698133784499042
leaf_weight=0.0011992532365478646 0.0010178849868398001 0.0010318128647381587 0.0010635721835637766 0.0012061444286205003 0.0014177440868489769 0.0010843445474348007 0.0011851473281827224 0.0015089331989599488 0.0010003213649087111 0.0011587488565375677 0.0014722350531643502 0.001002503578456982 0.0010414815354606866 0.0010786947214764845 0.00127358158791768 0.0010144357346133503
leaf_count=459 113 251 131 211 549 59 72 476 129 161 157 71 39 49 174 20
internal_value=0 2.95563e-05 7.23561e-05 0.000124069 6.88997e-05 9.00639e-06 6.59114e-05 -1.19697e-05 0.000460391 -0.000137271 -0.000283439 -0.000109024 0.000146675 -0.000530377 0.00035312 -0.000138202
internal_weight=0 0.018739 0.0177071 0.0165079 0.0154443 0.0142382 0.0131538 0.0119687 0.00250925 0.00945943 0.00624476 0.00477252 0.00321467 0.00249644 0.00227609 0.00217318
internal_count=3121 3008 2757 2298 2167 1956 1897 1825 605 1220 1000 843 220 598 245 181
is_linear=0
shrinkage=0.00184769


Tree=2646
num_leaves=10
num_cat=0
split_feature=484 4 0 0 1 4 2 2 4
split_gain=5.35765e-05 5.93447e-05 5.0085e-05 8.11217e-05 0.000114967 6.26429e-05 5.5064e-05 0.000224607 0.000115735
threshold=-1.0000000180025095e-35 0.27044500000000005 0.041630000000000007 -0.053834999999999994 0.11551000000000002 -0.49405499999999997 0.092365000000000017 0.088850000000000012 -0.0029599999999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -4 7 8 -2
right_child=1 -3 5 -5 -6 -7 -8 -9 -10
leaf_value=-0.0024387374052318609 0.00017404630271840901 0.0019246678743978134 -0.00059876027981190677 -0.0027370233043027153 0.0028345596264622531 0.0028892283870362643 -0.0022636012480929993 0.0040625513334342873 -0.0042598583620114547
leaf_weight=0.0010037740804439222 0.0017442747010135355 0.0019459750295621634 0.0011544368090259686 0.0015952333362620197 0.0013533547506995314 0.0012931645886320453 0.0018093268134135284 0.0011621732059730223 0.0011618636434540977
leaf_count=515 901 346 112 182 77 85 508 222 173
internal_value=0 0.000169469 -0.000133495 -0.000515512 -2.54227e-05 0.00124408 -0.000683948 1.85822e-05 -0.00159861
internal_weight=0 0.0132198 0.0112738 0.00882623 0.00723099 0.0024476 0.00587764 0.00406831 0.00290614
internal_count=3121 2606 2260 2063 1881 197 1804 1296 1074
is_linear=0
shrinkage=0.0108838


Tree=2647
num_leaves=12
num_cat=0
split_feature=11 3 124 0 3 1 47 1 0 15 3
split_gain=5.31171e-05 5.86367e-05 7.15861e-05 0.000101168 0.000211993 0.000104606 0.000224226 0.000100485 0.00014688 7.51491e-05 0.000155055
threshold=0.081790000000000015 -0.12018999999999998 -0.043384999999999993 -0.053834999999999994 0.10542000000000001 0.12408500000000001 0.092530000000000015 0.094465000000000007 -0.15202999999999997 0.088345000000000021 0.084940000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 7 9 -9 10 -4
right_child=-2 2 3 4 -6 -7 -8 8 -10 -11 -12
leaf_value=0.0026216617456541655 -0.003025570759512531 0.0032612988494728919 -0.0064730179513299638 -0.007827021950147766 0.00081295493736253434 0.0045551515014899697 -0.0065553829014922292 -0.00033649949665615363 0.0070376194513278303 0.0022529277796459828 0.0010243028713921183
leaf_weight=0.0018321743320763679 0.0011151840969368951 0.0011397868321652597 0.0010212944250640879 0.0010790484327741802 0.0012809540422497045 0.0010157108389139274 0.0010295933915022842 0.0011969123402764126 0.0010420672810995124 0.0011088694900053984 0.001284344074248267
leaf_count=180 175 251 1130 207 69 122 204 55 163 508 57
internal_value=0 0.000239994 -0.000149665 -0.00053617 -0.00313744 0.00026123 -0.000391371 0.000731197 0.00309557 -0.00081918 -0.00229667
internal_weight=0 0.0130308 0.0111986 0.0100588 0.00236 0.00769879 0.00668308 0.00565349 0.00223898 0.00341451 0.00230564
internal_count=3121 2946 2766 2515 276 2239 2117 1913 218 1695 1187
is_linear=0
shrinkage=0.0143609


Tree=2648
num_leaves=12
num_cat=0
split_feature=48 50 4 42 12 3 49 12 43 16 52
split_gain=5.53511e-05 0.000101886 0.000140511 8.02011e-05 0.000111455 0.000171537 0.000166311 0.000225365 8.66333e-05 7.28401e-05 2.01005e-05
threshold=0.12879500000000002 0.088425000000000017 0.40473500000000007 0.084050000000000014 -0.040564999999999997 0.10542000000000001 -0.069799999999999987 0.084100000000000022 -0.090869999999999992 0.25084500000000004 -0.0027449999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 10 -5 -7 -8
right_child=-2 -3 -4 8 5 9 7 -9 -10 -11 -12
leaf_value=-0.0030015946264391282 -0.0029049555514797723 -0.003145807383375776 0.0047581261850992377 0.0008122220087624925 -0.0038551570331511846 0.0069585221250157824 0.0026068219836181952 -0.003236995017329298 -0.0036255964751479379 0.0021069540749273784 0.0050569047389140299
leaf_weight=0.0010734687564760165 0.0010007463930971116 0.0013238708575260055 0.0011805816443778089 0.0012719801841466483 0.0012721011354047272 0.0010048502370541001 0.001014924520723659 0.0010621013530872007 0.0016346054004630116 0.0010080939734997685 0.0011748142501490774
leaf_count=155 90 525 261 118 91 70 131 683 856 32 109
internal_value=0 0.000207203 0.000586681 0.000118414 0.000806618 0.00143199 5.40425e-05 0.0015833 -0.00168352 0.00452883 0.00392131
internal_weight=0 0.0130214 0.0116975 0.0105169 0.00761035 0.00653689 0.00452394 0.00325184 0.00290659 0.00201294 0.00218974
internal_count=3121 3031 2506 2245 1271 1116 1014 923 974 102 240
is_linear=0
shrinkage=0.0127521


Tree=2649
num_leaves=16
num_cat=0
split_feature=147 484 48 48 403 403 150 52 52 12 475 4 1 49 0
split_gain=0.000175827 0.000169511 0.000193904 0.00024814 0.000150731 0.000154744 0.000180519 0.000204439 0.000215217 0.00021726 0.000186756 0.000171656 0.000218151 0.000142812 0.000117048
threshold=0.089025000000000007 -0.0068949999999999992 0.12737000000000001 0.10396500000000002 0.090990000000000015 -1.0000000180025095e-35 0.089910000000000018 0.11434500000000002 0.095415000000000014 -0.040564999999999997 -1.0000000180025095e-35 0.076415000000000025 0.091900000000000023 -1.0000000180025095e-35 -0.11173999999999999
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 -7 -11 12 13 -12 -13
right_child=-2 2 -4 -5 -6 6 -8 -9 -10 10 11 14 -14 -15 -16
leaf_value=-0.00074124077517384753 0.00071100637687235128 -0.00060476276584586937 -0.00074279409371710446 0.00083956455403071475 -0.00067873154973295275 -0.00052357011111762823 -0.00053682502371103921 -0.00047512658527910679 0.00099730946456595324 -0.00037430322401650861 0.00096440260157529462 0.00035865023144955886 -0.00048684625756461393 8.5282458167773876e-05 0.0011646459776127884
leaf_weight=0.0010575472584397018 0.0010072051988093507 0.0011063216341029034 0.0010571845897643919 0.0011429130412115478 0.0010190641450196327 0.0012391006532285207 0.0012930641846679728 0.0013663581158680571 0.001102274875831811 0.0011349600750006003 0.0010341585658864335 0.0010573515246715681 0.0011040283949637006 0.001335357856202095 0.0012285697847274207
leaf_count=492 124 681 71 91 223 210 180 264 54 189 53 41 129 264 55
internal_value=0 -5.23291e-05 -7.4139e-06 4.3856e-05 -2.10075e-05 3.05451e-05 8.96322e-05 0.000166036 0.000260891 0.00016109 0.00028414 0.000413893 0.000165173 0.000468968 0.000791833
internal_weight=0 0.0172783 0.0162207 0.0151635 0.0140206 0.0130015 0.0118952 0.0106022 0.0092358 0.00813353 0.00689443 0.00575947 0.00347354 0.00236952 0.00228592
internal_count=3121 2997 2505 2434 2343 2120 1439 1259 995 941 731 542 446 317 96
is_linear=0
shrinkage=0.00177594


Tree=2650
num_leaves=15
num_cat=0
split_feature=124 147 159 52 52 4 12 51 151 133 43 133 1 0
split_gain=0.000235998 0.000169156 0.00018049 0.000140734 0.000161144 0.00020499 0.000165261 0.000216557 0.000166365 0.000204121 0.000183168 0.000116414 0.000208354 0.000160441
threshold=0.0049200000000000008 0.088610000000000008 -0.032739999999999991 -0.38533999999999996 -0.081429999999999989 -0.04890499999999999 0.10866500000000003 0.092235000000000011 -0.044604999999999992 -1.0000000180025095e-35 0.0010100000000000003 0.084655000000000022 0.085345000000000018 -0.10607499999999999
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 8 -6 -10 11 12 -11 -14
right_child=-2 -3 3 4 6 -7 -8 -9 9 10 -12 -13 13 -15
leaf_value=-0.000791421065869178 0.00080714905280336612 0.00062737973184052792 -0.00062824845262196322 -0.00024082460230508129 -0.00064509318873724351 0.00072447391739578857 -0.00072023584202769329 0.00068819990527180838 -0.00069522546867770336 0.00067546265147851517 0.00079759264347744403 -0.00051521813449688229 0.00018738055981295376 -0.00070932429210585936
leaf_weight=0.0010817104394856792 0.0010053795533123992 0.001017781558308734 0.0011943115675103208 0.0010651420361980184 0.001515418592458853 0.0017837661609164156 0.0011683200486921558 0.0011333484677755025 0.0011101646221496966 0.0013511409615350463 0.0010003271462538654 0.0011124463133351365 0.0015091264048174777 0.0010095263290729427
leaf_count=409 72 126 320 133 187 258 141 143 595 91 120 320 62 144
internal_value=0 -6.09264e-05 -0.000104616 -5.49317e-05 -5.16554e-06 0.000363571 -0.000101455 -2.72427e-05 -0.000121438 -9.55471e-06 0.000117683 -1.88284e-05 0.000123868 -0.000172037
internal_weight=0 0.0170525 0.0160347 0.014953 0.0137587 0.00284891 0.0109098 0.0097415 0.00860815 0.00709273 0.00598257 0.00498224 0.00386979 0.00251865
internal_count=3121 3049 2923 2514 2194 391 1803 1662 1519 1332 737 617 297 206
is_linear=0
shrinkage=0.00174112


Tree=2651
num_leaves=15
num_cat=0
split_feature=147 484 42 43 1 133 133 151 2 4 16 1 13 51
split_gain=0.000177865 0.000247127 0.000139142 0.000159168 0.000168973 0.00029986 0.00014345 0.000177782 0.00030654 0.000294131 0.000215935 0.000231612 0.000116564 0.000113222
threshold=0.089025000000000007 -0.0068949999999999992 -0.11466499999999999 -0.043144999999999996 0.090405000000000013 0.084990000000000024 -0.0061299999999999992 -0.0083949999999999979 0.091545000000000015 0.24564500000000003 0.22339500000000004 0.086560000000000012 -0.063184999999999977 0.080335000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -5 8 -8 10 11 -9 -6 -13
right_child=-2 2 3 6 12 -7 7 9 -10 -11 -12 13 -14 -15
leaf_value=-0.00084746602836241892 0.00066012662066392436 -0.00055768903982225746 0.00039749857202507448 -0.00056282450821757693 0.00018559813375309498 -0.00072173865564249026 0.00022691421217596838 0.00060576016926113397 -0.0010715344578821114 0.00082329892075731445 -0.00068945750157298907 -0.00062025438372101198 0.00089730280263814464 0.00017383221178221263
leaf_weight=0.0010997676749462905 0.0010477902170247305 0.0012640465100899707 0.0018677404991035646 0.0016200600352134229 0.0012442797373347012 0.0011131809481798906 0.0010356360095851169 0.0017074466510174063 0.0010846138773619174 0.0014042344753506519 0.0012077233056602132 0.0010955759863876813 0.0014541837881026261 0.0010013761528129272
leaf_count=492 124 149 265 634 203 371 37 208 48 106 127 113 188 56
internal_value=0 -6.31281e-05 -1.26846e-05 3.08181e-05 0.000259672 -2.0464e-05 -9.7152e-05 -8.77761e-06 -0.000437307 0.000132828 -6.06201e-05 0.000139007 0.000569131 -0.000241047
internal_weight=0 0.0181999 0.0171001 0.0158361 0.00567938 0.00298092 0.0101567 0.00853661 0.00212025 0.00641636 0.00501212 0.0038044 0.00269846 0.00209695
internal_count=3121 2997 2505 2356 1027 636 1329 695 85 610 504 377 391 169
is_linear=0
shrinkage=0.00170698


Tree=2652
num_leaves=15
num_cat=0
split_feature=14 147 48 0 15 1 0 52 2 4 3 13 4 2
split_gain=0.000288317 0.000170398 0.000194506 0.000229352 0.000237076 0.000223572 0.00019853 0.000247319 0.000223895 0.000236456 0.000176336 0.000119368 0.000140228 0.000152599
threshold=0.054835000000000009 1.0000000180025095e-35 0.12879500000000002 -0.10607499999999999 -0.095869999999999983 0.090740000000000015 -0.084269999999999984 0.11434500000000002 0.10672500000000001 -0.46376499999999993 0.092670000000000016 -0.084034999999999985 0.09173000000000002 0.084145000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 10 -6 -5 8 9 -8 -1 -11 13 -13
right_child=-2 -3 -4 6 5 -7 7 -9 -10 11 -12 12 -14 -15
leaf_value=0.00040383169710579589 -0.00096063462945986154 0.00066661116362869903 -0.00068319608494065397 -0.00068262311814528049 0.00025500954905345949 0.0013254274456919594 -0.00081887903629234056 -0.00073700026514842841 0.00074137348881155572 0.00061845507187612415 -0.00044891111766945163 -0.00077776681753531749 0.00050049265931660105 0.00017524145854631591
leaf_weight=0.0016763893348620412 0.0010084067740845073 0.0012991408766638525 0.0013152572440094648 0.0017257364566343929 0.0014219837116969886 0.0011647159374240657 0.0010463898066143083 0.0012897304031976942 0.0015205103150205991 0.0012289152488122812 0.0015147020335388728 0.0011081282898587818 0.0010507100292430115 0.0010972710149717048
leaf_count=134 110 167 81 839 73 87 108 282 298 120 78 309 38 397
internal_value=0 3.40736e-05 -1.3813e-05 4.17504e-05 0.00032943 0.000736988 -0.000123352 -7.64942e-06 0.000125742 -4.34867e-05 -9.36179e-07 0.000137418 -4.41341e-05 -0.000303609
internal_weight=0 0.0184596 0.0171604 0.0158452 0.00577779 0.0025867 0.0100674 0.00834166 0.00705192 0.00553141 0.00319109 0.00448502 0.00325611 0.0022054
internal_count=3121 3011 2844 2763 372 160 2391 1552 1270 972 212 864 744 706
is_linear=0
shrinkage=0.00181146


Tree=2653
num_leaves=15
num_cat=0
split_feature=1374 457 11 2 49 159 49 48 13 13 52 133 13 1
split_gain=0.000189228 0.000287621 0.000184021 0.000177563 0.000287458 0.000269742 0.000195419 0.000328914 0.000117424 0.000317267 0.000180429 0.000212634 0.000233057 0.000115885
threshold=-0.094929999999999987 0.088350000000000026 0.087830000000000005 0.113445 0.005085000000000001 0.091005000000000016 0.0043850000000000009 0.085875000000000021 0.0076650000000000008 0.24813000000000004 0.10160000000000001 -0.0061299999999999992 -0.084034999999999985 0.091900000000000023
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 8 10 -10 11 -2 -13 -14
right_child=1 -3 -4 4 -6 -7 -8 -9 9 -11 -12 12 13 -15
leaf_value=-0.00079906205211019898 -0.00034091842604755726 0.00094557956088860931 -0.00077999568110354868 0.00090512546136714382 -0.00021474380232864814 -0.00095886459811052229 0.0008057995688230922 -0.0010768723651911889 -0.0010013941528129061 0.00030504240871374248 -0.00051572889497477833 0.0011912683919384282 0.000589718018414934 -0.0001849403629910847
leaf_weight=0.0010019075657532453 0.0012795926275361025 0.0011708061642337715 0.0010617688845478692 0.0018718030720148585 0.0014408293273569586 0.001111988154446201 0.0010084042553091576 0.0010239638637002156 0.0012001286673470578 0.0014676991554726238 0.0010782648145523273 0.001318916251977496 0.0014686288680314267 0.0012869698629369769
leaf_count=55 448 119 118 272 166 224 418 213 165 42 287 164 279 151
internal_value=0 4.27323e-05 -2.08734e-05 3.09363e-05 0.000418038 -7.379e-05 1.46166e-05 -6.41881e-05 4.97601e-05 -0.000282661 0.000187632 0.000329282 0.000539757 0.000227923
internal_weight=0 0.0177898 0.016619 0.0155572 0.00331263 0.0122446 0.0111326 0.0101242 0.0091002 0.00266783 0.00643237 0.00535411 0.00407451 0.0027556
internal_count=3121 3066 2947 2829 438 2391 2167 1749 1536 207 1329 1042 594 430
is_linear=0
shrinkage=0.00188464


Tree=2654
num_leaves=15
num_cat=0
split_feature=147 484 52 1 48 52 2 2 3 15 48 52 52 0
split_gain=0.000154347 0.000161768 0.000166787 0.000202856 0.000192555 0.000174365 0.000179838 0.000180128 0.000185608 0.000185712 0.000173423 0.000257839 0.000270377 8.22603e-05
threshold=0.089025000000000007 -0.0068949999999999992 -0.40306999999999998 0.13559000000000002 0.11951500000000001 0.11434500000000002 0.088850000000000012 0.084055000000000005 -0.08824499999999999 -1.0000000180025095e-35 0.084170000000000009 0.096795000000000006 -0.031059999999999997 -0.20211999999999997
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 -4 -10 11 12 -8 -12
right_child=-2 2 3 -5 -6 -7 10 -9 9 -11 13 -13 -14 -15
leaf_value=-0.00065974866142718986 0.00060152497092198873 -0.00058358150862271524 -0.00048306333565568694 0.00072406398337503531 -0.00068425085858193717 -0.00046834751149442953 0.0004435956576467105 -0.00070721576309817891 -0.00022199314004907423 0.00064179255528146076 0.00031849389375349091 0.00073482631076942978 -0.00051513123326662016 0.00092939972125741731
leaf_weight=0.0010217755807924332 0.0010317279608481464 0.0011759790580155747 0.0012010693672409659 0.0010594457487396848 0.0010050790727479117 0.0015072385551680731 0.0012491350481659627 0.0010614106848382057 0.0011093416914008526 0.0015352279001067848 0.0010712507108792124 0.0011963657976998832 0.0019479892724320602 0.0012195178351463443
leaf_count=492 124 284 149 155 56 361 114 475 139 252 19 78 268 155
internal_value=0 -3.88441e-05 -1.52972e-08 4.52435e-05 -5.74865e-06 4.63143e-05 0.000113237 -0.000120603 4.13037e-05 0.000279453 0.000284903 9.78179e-05 -0.000140551 0.000643717
internal_weight=0 0.0173608 0.0163391 0.0151631 0.0141036 0.0130985 0.0115913 0.00490705 0.00384564 0.00264457 0.00668426 0.00439349 0.00319712 0.00229077
internal_count=3121 2997 2505 2221 2066 2010 1649 1015 540 391 634 460 382 174
is_linear=0
shrinkage=0.00160853


Tree=2655
num_leaves=12
num_cat=0
split_feature=49 151 160 151 4 42 15 16 43 43 16
split_gain=5.39621e-05 0.000103117 0.000103411 9.01309e-05 0.000110501 0.000103919 0.000114569 0.000180368 8.85671e-05 0.000117543 0.000257178
threshold=-0.043469999999999995 -0.073794999999999986 0.085330000000000003 -0.063609999999999986 0.40945500000000007 0.091545000000000015 -0.037864999999999989 -0.071854999999999988 0.12266000000000001 -0.17390999999999998 0.064860000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 6 7 -5 9 -8 -11
right_child=3 2 -4 4 -6 -7 8 -9 -10 10 -12
leaf_value=0.004444650866358155 -0.0036102503109802023 -0.002190528601962062 0.002785655742535417 0.00087071182236718035 0.0032186263846067241 -0.0039335291731877444 0.0033650166725198404 -0.006061874628433871 0.0041129315378738334 0.0017931429352543507 -0.0055370887521831889
leaf_weight=0.0010428509421841203 0.0011551791982771431 0.001410623085835669 0.0010533001049951585 0.0011716278128304442 0.0012876790736050187 0.0011406383046545102 0.0011731315478282806 0.0010082779911118056 0.001025248688188235 0.0017224550418022621 0.0011542922570839595
leaf_count=196 284 167 62 267 238 505 78 326 86 737 175
internal_value=0 0.00127731 -6.32644e-05 -0.000437605 -5.91228e-05 -0.000561845 -3.17477e-05 -0.00233584 0.000957922 0.000159214 -0.00114811
internal_weight=0 0.00350677 0.00246392 0.0108385 0.00968335 0.00839567 0.00725503 0.00217991 0.00507513 0.00404988 0.00287675
internal_count=3121 425 229 2696 2412 2174 1669 593 1076 990 912
is_linear=0
shrinkage=0.0120166


Tree=2656
num_leaves=16
num_cat=0
split_feature=14 52 157 124 123 48 14 0 1 3 52 2 47 4 151
split_gain=0.000223506 0.000173371 0.000278982 0.000162992 0.000253767 0.000216363 0.00022508 0.000340837 0.000324515 0.000240095 0.0002533 0.000311862 0.000156524 0.000115416 7.71001e-05
threshold=0.018475000000000002 -0.40306999999999998 -0.08107499999999998 1.0000000180025095e-35 1.0000000180025095e-35 0.12649500000000002 -0.10708499999999999 -0.10607499999999999 0.104035 -0.15327499999999997 0.10160000000000001 0.088930000000000023 0.090100000000000013 -0.077679999999999985 -0.0064299999999999991
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 -4 8 14 -9 11 13 -10 -11 -8
right_child=-2 2 3 -5 -6 -7 7 9 12 10 -12 -13 -14 -15 -16
leaf_value=-0.0006326343744620437 -0.00082991148055544008 0.00089862296889242502 -0.00075877936505339659 0.00070532370488918619 0.00081260223877252405 -0.00088609413253673325 0.00024239816910360986 0.00059021044698507772 0.0013391216104846554 -0.00017150770719791297 -0.001129520996130743 0.00039139212796959738 0.0003896618046461652 -0.00088929463858461878 -0.00041181977431341174
leaf_weight=0.0011626073666285977 0.0010053655175102085 0.0012082050430923868 0.0012246102771565114 0.0010027518451417904 0.001035149506585723 0.0010203360096463074 0.0012929416540484739 0.0010089457389953239 0.0012042902639919362 0.0013640520833613195 0.0010681017153705554 0.0018697765268241118 0.0010043295482091708 0.0014657298508176087 0.0010135318868750732
leaf_count=314 119 235 89 72 201 58 54 61 106 555 395 394 28 343 97
internal_value=0 3.05833e-05 7.6527e-05 1.27524e-05 -3.49066e-05 -9.97158e-05 -3.56098e-05 4.28196e-05 0.000420823 -0.000209035 -0.000348848 -0.000171419 0.000907372 -0.000543297 -4.50843e-05
internal_weight=0 0.0179454 0.0167828 0.0155745 0.0145718 0.0135366 0.0125163 0.0112917 0.00451509 0.00677661 0.00576766 0.00469956 0.00220862 0.00282978 0.00230647
internal_count=3121 3002 2688 2453 2381 2180 2122 2033 285 1748 1687 1292 134 898 151
is_linear=0
shrinkage=0.00177594


Tree=2657
num_leaves=12
num_cat=0
split_feature=14 2 48 0 40 3 2 12 43 3 151
split_gain=5.90481e-05 7.69796e-05 0.000132376 0.000117234 9.71828e-05 0.000148359 0.000272694 0.000108815 0.000131403 8.09419e-05 5.70639e-05
threshold=-0.10708499999999999 0.10912000000000001 0.12230500000000001 -0.14001499999999997 -1.0000000180025095e-35 0.10299500000000002 0.092755000000000018 0.082095000000000015 -0.074359999999999996 -0.08824499999999999 -0.0038099999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 -2 6 7 10 9 -9 -6
right_child=1 2 -4 -5 5 -7 -8 8 -10 -11 -12
leaf_value=-0.0029335529316801439 -0.0040620267306707867 0.007494751273454398 -0.0020948692811747194 0.0012230803847879999 0.0055552718405280999 0.0046770147020394164 -0.0070218819473099629 -0.0012911703041880915 -0.0041263979376477628 0.0039464879063106579 0.00094280094232134155
leaf_weight=0.0012592254639133974 0.0012453980579764509 0.0010213853591560171 0.0010618209095327735 0.0014015145201663999 0.0010047520486063657 0.0012261547025086972 0.0011140238360405801 0.001217660270364844 0.0014870104319469417 0.0011254783325224979 0.001129283340008864
leaf_count=140 200 101 83 350 52 89 439 220 865 452 130
internal_value=0 0.00025916 0.00205033 0.00386693 -0.000394439 0.000155586 -0.000627659 0.00056669 -0.000852843 0.00122463 0.00311446
internal_weight=0 0.0130345 0.00348472 0.0024229 0.00954976 0.00830436 0.00707821 0.00596418 0.00383015 0.00234314 0.00213404
internal_count=3121 2981 534 451 2447 2247 2158 1719 1537 672 182
is_linear=0
shrinkage=0.0140794


Tree=2658
num_leaves=11
num_cat=0
split_feature=123 14 1 52 457 151 2 4 3 1
split_gain=5.25528e-05 7.48954e-05 9.56541e-05 0.000120519 0.000104591 0.000132162 0.000215316 0.000165221 8.61657e-05 8.61598e-05
threshold=1.0000000180025095e-35 -0.10708499999999999 0.12873500000000002 -0.11183499999999999 0.045365000000000009 -0.0077149999999999988 0.10882500000000002 -0.27825499999999997 -0.078934999999999991 0.088485000000000022
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 7 -7 -9 -10
right_child=-2 2 -4 4 -6 6 -8 8 9 -11
leaf_value=-0.0038830752704449799 0.0029559634200493558 -0.0050299849752390184 0.0035878979996009086 -0.0054214264451027143 0.0035458540715776771 -0.0066117522090103102 0.0056924057945788326 -0.002134742935104128 0.0052356170570744716 -0.00070097665424033765
leaf_weight=0.0011828180226739074 0.0012107188546884176 0.0011417278749555745 0.0014982006347900459 0.0010960139675666187 0.0016327138554917903 0.0010026158290955831 0.0012735433717963405 0.001948911832206651 0.0010626394513860412 0.0011219894340982056
leaf_count=103 265 471 147 186 176 67 184 1054 264 204
internal_value=0 -0.00029904 6.08795e-05 -0.000453138 0.000118679 -0.000626832 0.00019301 -0.0011706 0.000149184 0.00218668
internal_weight=0 0.0129612 0.0117784 0.0102802 0.00913843 0.00750571 0.0064097 0.00513616 0.00413354 0.00218463
internal_count=3121 2856 2753 2606 2135 1959 1773 1589 1522 468
is_linear=0
shrinkage=0.0149411


Tree=2659
num_leaves=15
num_cat=0
split_feature=1374 457 484 403 160 151 403 42 43 16 3 0 150 15
split_gain=0.000188185 0.000250038 0.000161534 0.000151776 0.000203703 0.00023389 0.000287534 0.000198665 0.000320869 0.000312489 0.000233431 0.000213849 0.000164488 0.000113914
threshold=-0.094929999999999987 0.088350000000000026 -1.0000000180025095e-35 0.090990000000000015 -0.098904999999999979 -0.0077149999999999988 -1.0000000180025095e-35 -0.095859999999999987 -0.074359999999999996 0.22339500000000004 -0.077774999999999983 -0.076234999999999983 0.081835000000000019 -0.10203999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 12 -7 -8 10 11 -9 13 -6 -10
right_child=1 -3 3 -5 5 6 7 8 9 -11 -12 -13 -14 -15
leaf_value=-0.0007409312786418133 -0.00066897395169260635 0.0007930388832885696 -0.00062705547780538494 -0.00061976869696911689 -0.00086900086972942897 -0.00064856119912585803 -0.00039177789832095956 0.00050534868484758855 -0.00019633406841486987 -0.00055164053352361098 0.0015489637124795864 0.00093429770171030862 7.7321814823255811e-05 0.00045130841009529093
leaf_weight=0.0010352550494214753 0.0011269453240501338 0.0011918369313000344 0.0011989344271767172 0.0010680851008003167 0.0011059113046641674 0.0010336936820214493 0.00107410904494644 0.0017596193585153394 0.0015792396201810316 0.0013777677718016662 0.0010300898993770725 0.0014994582205703779 0.001121473372472731 0.0017200242233173201
leaf_count=55 493 119 363 227 112 620 85 188 86 168 107 147 162 189
internal_value=0 2.25785e-05 -3.24226e-05 1.36552e-05 6.03129e-05 0.00012227 0.000225815 0.000315836 0.000400605 0.000179246 0.0008907 0.000389092 -0.000392534 0.000141305
internal_weight=0 0.0178872 0.0166954 0.0155684 0.0145003 0.0133014 0.011074 0.0100403 0.0089662 0.00617649 0.00278971 0.00479872 0.00222738 0.00329926
internal_count=3121 3066 2947 2454 2227 1864 1590 970 885 590 295 422 274 275
is_linear=0
shrinkage=0.00174112


Tree=2660
num_leaves=12
num_cat=0
split_feature=47 52 12 4 2 13 2 2 3 48 4
split_gain=4.94944e-05 0.000107909 0.000126895 0.000131892 0.000126036 0.000133782 0.000193298 0.000126525 0.000121074 8.52033e-05 3.43672e-05
threshold=0.13148500000000005 0.11434500000000002 0.097825000000000009 0.09173000000000002 0.088850000000000012 -0.004174999999999999 0.11215000000000001 0.10005000000000001 -0.078934999999999991 0.085485000000000019 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 8 7 9 -6 -1 -7 -10
right_child=-2 -3 3 -5 5 6 -8 -9 10 -11 -12
leaf_value=-0.004713892945797187 -0.0024288582017350231 -0.0028222230750435105 0.00059215785022493045 0.0063787707463092789 8.600940054521071e-05 -0.00065562605887239901 -0.0045675465492632438 0.0056235767733129908 0.0015326995785384036 0.0039899944731200338 -0.0016151888115859072
leaf_weight=0.0013332460159036492 0.0011307890244082177 0.0015151571274392402 0.0013106326417114305 0.0010048171840268474 0.0010650079682077191 0.001229114886442229 0.0011333703169959138 0.001352347555423036 0.0010020785829507324 0.0010631951936609929 0.0010011410410219763
leaf_count=948 65 476 307 87 288 186 97 282 182 68 135
internal_value=0 0.000192141 0.000589466 0.00310333 -4.46335e-05 0.00101937 -0.00050805 0.00318391 -0.00190798 0.00149906 -4.0508e-05
internal_weight=0 0.0130101 0.011495 0.00231545 0.0091795 0.00584304 0.00342568 0.00241736 0.00333647 0.00229231 0.00200322
internal_count=3121 3056 2580 394 2186 921 351 570 1265 254 317
is_linear=0
shrinkage=0.0120166


Tree=2661
num_leaves=16
num_cat=0
split_feature=14 43 4 157 0 16 50 12 52 52 1 0 0 2 4
split_gain=0.000322977 0.000201207 0.000287289 0.000236827 0.000229032 0.000233612 0.000268347 0.000174159 0.000124945 0.000134335 0.000123578 0.000150733 0.000347284 0.000181137 0.000154684
threshold=0.057600000000000005 -0.50775499999999985 -0.49405499999999997 -0.073574999999999988 -0.019414999999999998 -0.056919999999999991 0.099450000000000011 0.084100000000000022 0.060015000000000006 -0.075329999999999994 0.077565000000000009 -0.20211999999999997 -0.10607499999999999 0.11263500000000001 0.2623950000000001
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 10 -6 9 -7 -5 13 14 -12 -13
right_child=-2 2 3 4 7 8 -8 -9 -10 -11 11 12 -14 -15 -16
leaf_value=0.00080662697962847617 -0.00099182374617003436 -0.00087977411656731119 0.00066704814411245586 -0.00061306645221011517 0.0010187745351649927 -0.00036703165663938125 0.00086226542923189956 9.3257567684498264e-05 7.0929389148763179e-05 -0.0011488844666563002 7.1151001141311191e-05 0.0011606702393695174 -0.00037793246570076456 -0.00088504479275053273 0.00022044152334620308
leaf_weight=0.0010282341022029773 0.00100213082400638 0.0011020112320431269 0.0017898253464588018 0.0011314243342438112 0.0010521551599003863 0.0018918745187869249 0.0011126998690916606 0.0016420463814421637 0.0010033295264471314 0.0010938318995177302 0.0015885082805695561 0.001140127628616705 0.0016148669538205724 0.001029997005818295 0.0010695984277691098
leaf_count=48 107 147 357 731 109 394 186 72 203 255 53 63 269 39 88
internal_value=0 4.22458e-05 -7.91667e-07 5.56554e-05 -1.55387e-05 -0.000115482 4.78888e-05 0.000454696 -0.000471266 -0.000653468 -7.17434e-05 2.33142e-05 0.000248075 -0.000304972 0.000705561
internal_weight=0 0.0192905 0.0182623 0.0171603 0.0153705 0.0126763 0.00868722 0.0026942 0.00398904 0.00298571 0.00757452 0.0064431 0.00382459 0.00261851 0.00220973
internal_count=3121 3014 2966 2819 2462 2281 1429 181 852 649 1243 512 420 92 151
is_linear=0
shrinkage=0.00177594


Tree=2662
num_leaves=9
num_cat=0
split_feature=0 1 47 48 4 12 3 16
split_gain=4.98841e-05 0.000142132 0.000127358 8.67943e-05 0.000156789 8.4422e-05 0.000121545 7.15851e-05
threshold=-0.062294999999999996 0.083135000000000014 0.092530000000000015 0.086260000000000017 -0.021294999999999998 -1.0000000180025095e-35 -0.10831999999999999 -0.018494999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -2 -7 -6
right_child=5 2 -4 -5 7 6 -8 -9
leaf_value=-0.0044571357732458329 0.0048275534214854161 -0.0022435591914005829 -0.0034297729532978992 -0.0015409805372507386 0.0063270131794128026 0.0030011331980056475 -0.0024740022388109861 0.0013336784167218166
leaf_weight=0.0018511309266169632 0.001152362439023006 0.0011217260384650263 0.0016703256835026957 0.0016848094251648293 0.0018018525086787723 0.0017866582405716702 0.0019912397889463454 0.0010585704618454317
leaf_count=1504 130 331 204 138 214 191 274 135
internal_value=0 -0.000683509 0.000268544 0.00135862 0.00258541 0.00121672 0.00011532 0.00447911
internal_weight=0 0.00918842 0.00733728 0.00566696 0.00398215 0.00493026 0.0037779 0.00286042
internal_count=3121 2526 1022 818 680 595 465 349
is_linear=0
shrinkage=0.01524


Tree=2663
num_leaves=13
num_cat=0
split_feature=147 52 123 43 1 42 475 15 133 15 48 1
split_gain=0.000164466 0.000148398 0.000146177 0.00018171 0.000214068 0.000140015 0.00013237 0.000136252 0.000205121 0.000178077 0.000116968 8.45616e-05
threshold=0.088610000000000008 0.19022000000000003 1.0000000180025095e-35 -0.40263499999999991 0.13146500000000003 0.091545000000000015 -1.0000000180025095e-35 -0.10653 0.083950000000000011 0.013270000000000002 0.092265000000000014 0.086560000000000012
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 10 11 -9
right_child=-2 -3 -4 4 -6 -7 7 8 -10 -11 -12 -13
leaf_value=-0.00080655653405755734 0.0007140023140807493 -0.00065993777076494566 0.00059135504977140716 -0.00052268011229695014 0.00074030185448904502 -0.00064615596141850236 0.00052117179005002233 0.00011464457313133248 0.0004838305556068931 -0.00077531885418349867 0.00051679747116265538 -0.00052320197987714388
leaf_weight=0.0010281293771552359 0.0010085188236205042 0.0012758492352061375 0.001289180737214954 0.0014526836540656859 0.0012106061218001554 0.0013056235392997729 0.0018788886371598713 0.001394329217213045 0.0018995625178326522 0.0014516253682307478 0.0010304467788998031 0.0014448778513653782
leaf_count=103 127 346 239 355 133 433 190 139 266 591 59 140
internal_value=0 -5.43959e-05 -4.18258e-06 -5.86458e-05 1.93433e-07 -7.53654e-05 -4.74295e-06 7.79407e-05 -3.73896e-05 -0.000223452 -1.643e-05 -0.000209957
internal_weight=0 0.0166618 0.015386 0.0140968 0.0130686 0.011858 0.0105524 0.00909973 0.00722084 0.00532128 0.00386965 0.00283921
internal_count=3121 2994 2648 2409 2306 2173 1740 1385 1195 929 338 279
is_linear=0
shrinkage=0.00184769


Tree=2664
num_leaves=14
num_cat=0
split_feature=14 157 13 3 1 2 1 0 1 133 43 2 16
split_gain=0.000265615 0.000182651 0.000156707 0.000207616 0.00014358 0.000203397 0.000178146 0.000148902 0.000104755 0.000167947 0.000125196 9.75216e-05 8.64689e-05
threshold=0.019675000000000002 -0.073574999999999988 -0.076599999999999988 0.11296500000000002 0.12958500000000003 0.086590000000000014 0.094090000000000021 -0.059114999999999994 0.10752500000000002 0.083950000000000011 -0.0030899999999999994 0.116525 -0.078844999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 4 5 12 7 -7 9 10 -3 -5 -4
right_child=-2 2 3 11 -6 6 -8 -9 -10 -11 -12 -13 -14
leaf_value=0.00049898756884373817 -0.00078483612425061687 0.00019007850910085858 -0.00017464300054334173 -0.00090252794267434427 0.00047607878372635026 -0.00048604224051255936 0.00066048496639159752 0.00019719070445976239 0.00054106529006346573 0.00045278810740465735 -0.00047456540227601847 -0.0002284334861973733 -0.00071872170668823556
leaf_weight=0.0018133607543639489 0.0010002747552984295 0.0012446252583724633 0.0014858342211322654 0.0010507593810835667 0.0011769255052347521 0.0012679405525910306 0.0010454152220309154 0.0019125666184175889 0.0014664360270983494 0.0016522350835082942 0.0014865407525109604 0.0010023693868639327 0.0013171899438837783
leaf_count=398 116 289 311 44 81 542 163 146 213 304 202 43 269
internal_value=0 3.37944e-05 -1.85721e-05 -0.000133721 -2.37057e-05 -0.000107389 0.000106805 -7.51868e-05 0.000183367 6.37012e-05 -0.000171679 -0.000573425 -0.000430315
internal_weight=0 0.0179222 0.0161088 0.010259 0.00820587 0.00702895 0.00422592 0.00318051 0.00584984 0.0043834 0.00273117 0.00205313 0.00280302
internal_count=3121 3005 2607 1599 1512 1431 851 688 1008 795 491 87 580
is_linear=0
shrinkage=0.00154607


Tree=2665
num_leaves=9
num_cat=0
split_feature=11 3 16 1 4 0 51 0
split_gain=5.3961e-05 7.52321e-05 7.41965e-05 0.000129806 0.000141548 0.000179274 0.000120497 8.53098e-05
threshold=0.081790000000000015 -0.12018999999999998 -0.27167499999999994 0.094385000000000011 -0.083854999999999985 -0.10607499999999999 -0.076794999999999988 -0.10096999999999999
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 6 5 -7 7 -9
leaf_value=0.0026970064550278007 -0.0028408946103414463 -0.0025879490402526441 0.0017146526855628705 -0.0010000776805107517 0.00037470346552159598 -0.006133250677898011 0.0051807737821260276 0.00045349807927422189
leaf_weight=0.0018522619775602931 0.0010991670246513216 0.0018877373251794663 0.0017922887201700134 0.0016260924878627354 0.0014358398692575648 0.001548683141512042 0.0018925357661530029 0.0010418864109365197
leaf_count=180 175 324 377 124 82 1427 149 283
internal_value=0 0.000219768 -0.000189005 0.000295993 -0.00123247 -0.0030023 0.00189695 0.00350232
internal_weight=0 0.0130773 0.0112251 0.00933733 0.00477681 0.00298452 0.00456051 0.00293442
internal_count=3121 2946 2766 2442 1886 1509 556 432
is_linear=0
shrinkage=0.0132673


Tree=2666
num_leaves=11
num_cat=0
split_feature=42 40 48 14 48 4 3 3 4 1
split_gain=5.25716e-05 0.000139978 9.97612e-05 0.000121705 0.000168295 0.000118473 0.000107668 0.000147643 0.000156961 9.03282e-05
threshold=-0.095859999999999987 -0.013874999999999998 0.11951500000000001 -0.10708499999999999 0.093265000000000015 -0.27825499999999997 -0.11255999999999998 0.090900000000000009 -0.077679999999999985 0.095285000000000022
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 -7 8 -8 -10
right_child=1 2 -4 4 -6 6 7 -9 9 -11
leaf_value=-0.0030115430543298477 0.0046987034179710643 -0.0050042158191244829 -0.0049771211364823421 -0.0045025569411529728 0.0062407268385487255 0.0048450956492674183 0.0033076819437039902 0.0035538613894874542 -0.0065922074859053239 -0.00105571109128701
leaf_weight=0.0012887008138525108 0.0015273390388932219 0.0010018154249765857 0.0010100772758998644 0.0012459097578829976 0.0011586958666134637 0.0012443811653448647 0.0010289010687809471 0.0017398400034481509 0.001399742515754612 0.0014493925895002931
leaf_count=241 295 94 80 177 180 160 589 147 951 207
internal_value=0 0.000282311 -0.000315745 0.000142771 0.000699197 -9.27138e-05 0.000707936 -0.00020846 -0.00189639 -0.00377572
internal_weight=0 0.0128061 0.0112788 0.0102687 0.00926686 0.00810817 0.00686226 0.00561788 0.00387804 0.00284914
internal_count=3121 2880 2585 2505 2411 2231 2054 1894 1747 1158
is_linear=0
shrinkage=0.0155448


Tree=2667
num_leaves=11
num_cat=0
split_feature=457 16 159 48 474 52 43 13 52 4
split_gain=5.33306e-05 0.000102787 0.00010607 9.72556e-05 9.36169e-05 0.000108896 0.000127703 0.00013046 0.000105423 8.52295e-05
threshold=-0.0029299999999999994 -0.48836499999999994 -0.032739999999999991 0.093265000000000015 0.085070000000000021 -0.080979999999999983 -0.15582499999999996 -0.084034999999999985 -0.24456499999999998 0.0061450000000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 8 -7 -8 -4 -9
right_child=1 2 3 -5 -6 6 7 9 -10 -11
leaf_value=-0.0030616385448159846 0.0038755798880255642 -0.0044005442164572446 -0.0011453693962791573 0.0036096097751248178 0.0036472067382456344 0.0017111676935128431 -0.00052830868691195181 -0.0083110257656236041 0.0047517038711506008 -0.0027412296677145676
leaf_weight=0.0010535450108256792 0.0013723211553889258 0.001080256994468321 0.0012591320299252151 0.0014560015777094143 0.0010465135932545737 0.0014305257466750224 0.0019541329288439006 0.0010941838706725686 0.001149590436002591 0.0010842586584048899
leaf_count=252 250 379 231 214 205 113 379 686 266 146
internal_value=0 0.000232623 -0.000200045 0.000233168 -0.000311955 -0.0008317 -0.00191449 -0.00316954 0.00166908 -0.00553882
internal_weight=0 0.0129269 0.0115546 0.0104743 0.00901834 0.00797182 0.0055631 0.00413258 0.00240872 0.00217844
internal_count=3121 2869 2619 2240 2026 1821 1324 1211 497 832
is_linear=0
shrinkage=0.0140794


Tree=2668
num_leaves=9
num_cat=0
split_feature=41 3 16 1 4 0 13 3
split_gain=5.54218e-05 6.52139e-05 6.61663e-05 0.000114585 0.000111388 0.00015591 9.20431e-05 6.22725e-05
threshold=1.0000000180025095e-35 -0.12018999999999998 -0.29154999999999992 0.094385000000000011 -0.083854999999999985 -0.11756999999999999 -0.073839999999999975 0.083060000000000009
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 6 5 -7 7 -9
leaf_value=0.002922730210108946 -0.0031627427185204997 -0.0029528859944978106 0.0015587210953136776 0.0059124797205658249 0.00058293585429630636 -0.0063356892448329441 0.0030506929442656811 -0.0009464953489320754
leaf_weight=0.0017766548036710983 0.0011462157545934501 0.0016177435895785861 0.0018648548367917344 0.0010433823634950004 0.0013604191828728866 0.0015619292070284082 0.0015865322477259247 0.0019266832680733259
leaf_count=221 173 305 381 201 70 1416 258 96
internal_value=0 0.000267306 -0.000163087 0.000319927 -0.0012943 -0.00311491 0.00201585 0.000858594
internal_weight=0 0.0127382 0.0109615 0.0093438 0.0047872 0.00292235 0.0045566 0.00351322
internal_count=3121 2948 2727 2422 1867 1486 555 354
is_linear=0
shrinkage=0.0149411


Tree=2669
num_leaves=16
num_cat=0
split_feature=14 147 11 13 52 2 3 2 1 457 1 1 1 13 16
split_gain=0.000255513 0.000142482 0.000196076 0.000144262 0.00023202 0.000196315 0.000145639 0.000237182 0.000252084 0.000234246 0.000147997 0.000130776 0.000124314 0.000120163 6.66152e-05
threshold=0.054835000000000009 1.0000000180025095e-35 0.087830000000000005 -0.084034999999999985 0.10160000000000001 0.10005000000000001 0.10893000000000001 0.10644500000000001 0.13075500000000004 0.045365000000000009 0.095695000000000016 1.0000000180025095e-35 0.088135000000000005 -0.10278499999999999 -0.071854999999999988
decision_type=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 9 10 11 -5 -13 -1 -8
right_child=-2 -3 -4 6 -6 -7 14 -9 -10 -11 -12 12 -14 -15 -16
leaf_value=-0.00022880088226332723 -0.00088186901540665758 0.00062260516565715448 -0.00076549701867914652 -0.00067448800805260773 -0.00038132607126930955 0.00099889642440458004 -0.00017986242935351461 0.00071348690586781722 0.00068269839629631665 0.00040732836828269317 -0.0010031914666256236 0.0004771165777881785 -0.0003908433147384607 0.00059193656294545614 -0.00082380409910403826
leaf_weight=0.00114254970039665 0.0010049207392310569 0.0012267793788357717 0.0010034775796898812 0.0014123086784637766 0.0012195014011631283 0.0015358075449177968 0.0010137901583213704 0.0013405088015415352 0.0010918562740656569 0.0013412979159499461 0.0011034090196501978 0.0010000338466166214 0.0010852413624294205 0.0011084656976361263 0.001012951775784642
leaf_count=87 110 167 103 807 165 143 32 338 40 101 215 110 233 428 42
internal_value=0 3.8796e-05 -4.84519e-06 4.46947e-05 0.000292392 0.000509355 -7.45252e-05 2.8855e-05 -0.000101616 -0.000245729 -0.000436111 -0.00025721 2.54036e-05 0.000175354 -0.0005017
internal_weight=0 0.017638 0.0164112 0.0154077 0.00500632 0.00378682 0.0104014 0.00837466 0.00703415 0.00594229 0.00460099 0.00349758 0.00208528 0.00225102 0.00202674
internal_count=3121 3011 2844 2741 823 658 1918 1844 1506 1466 1365 1150 343 515 74
is_linear=0
shrinkage=0.00177594


Tree=2670
num_leaves=17
num_cat=0
split_feature=1213 14 402 52 157 160 1 50 16 133 13 13 4 150 1 2
split_gain=0.000522743 0.000377656 0.00025778 0.000274615 0.000338814 0.000208659 0.000236924 0.000199006 0.000158539 0.000263541 0.000314709 0.000183028 0.000161098 0.000172167 0.000169833 2.52966e-05
threshold=-1.0000000180025095e-35 0.062655000000000016 0.073745000000000019 -0.40306999999999998 -0.073574999999999988 -1.0000000180025095e-35 0.111945 0.088280000000000011 0.38525000000000004 0.094195000000000015 -0.076599999999999988 -0.13710499999999998 0.0061450000000000003 0.09487000000000001 0.084165000000000004 0.085515000000000022
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 -7 14 15 -12 -14
right_child=1 -3 -4 4 5 7 -8 -9 -10 -11 12 -13 13 -15 -16 -17
leaf_value=-0.0012411623321661404 -0.0008086687940443689 -0.00099842674723473368 0.00094355334775589306 0.00090944700268217205 -0.00093853052856823543 0.00011186032894298848 0.00016571446325366508 0.00082238308411965318 0.00062031575621315684 -0.00084231674705670672 -1.4741142056436901e-05 0.00094890925191777273 -4.3957006532330022e-05 0.00059854432471863979 -0.00097126257941250048 -0.00041880586462589558
leaf_weight=0.001012398598123152 0.0010621107736085668 0.0010016006179252293 0.0010350634689692611 0.0014461093848086764 0.0013188940657251824 0.0016627182908795501 0.0010643946410283933 0.0011051675310082077 0.0012968852687866858 0.0010719400021132275 0.0010371875050507054 0.001512051936492933 0.00113656109110781 0.0011921447713460053 0.0012300930903718643 0.0010499399802278708
leaf_count=491 285 90 247 281 422 102 103 177 48 204 180 185 41 59 127 79
internal_value=0 4.24758e-05 9.9693e-05 4.88703e-05 0.000105357 2.61364e-05 -0.000445366 0.000117536 4.79194e-05 -2.71194e-05 7.19479e-05 0.000510523 -0.000174668 6.62605e-05 -0.000533693 -0.000223956
internal_weight=0 0.0192229 0.0182213 0.0171862 0.0161241 0.014678 0.00238329 0.0122947 0.0111895 0.00989264 0.0088207 0.00317477 0.00564593 0.00337865 0.00226728 0.0021865
internal_count=3121 2630 2540 2293 2008 1727 525 1202 1025 977 773 287 486 179 307 120
is_linear=0
shrinkage=0.00174112


Tree=2671
num_leaves=16
num_cat=0
split_feature=1213 14 52 157 160 50 1374 457 16 4 0 4 0 42 16
split_gain=0.0005087 0.000336814 0.000217419 0.000322527 0.000231154 0.000281109 0.000188622 0.000231082 0.00026132 0.000201857 0.000169447 0.00016778 0.000165479 0.000180073 0.000215466
threshold=-1.0000000180025095e-35 0.054835000000000009 -0.40306999999999998 -0.073574999999999988 -1.0000000180025095e-35 0.09524500000000001 -0.08070999999999999 0.088350000000000026 0.38525000000000004 -0.35136499999999998 -0.062294999999999996 -0.083854999999999985 -0.10011499999999998 0.08623500000000002 -0.27167499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 10 6 -6 8 9 -8 -5 -11 13 14 -13
right_child=1 -3 3 4 5 -7 7 -9 -10 11 -12 12 -14 -15 -16
leaf_value=-0.0012586427310669933 -0.00064361060285704572 -0.00095057015992977046 0.00094641691807161672 -0.00077386656482937761 -0.00064582383408520554 0.0010616265280335925 -0.00069953938395111894 0.00096288144623802837 0.0008233477360328474 0.00063567330491172175 0.00015712892847802336 -0.00061845281022525648 -0.00061282035908361639 0.00070447129823926285 0.00029824429866687799
leaf_weight=0.0010050218966007772 0.0011754876919712288 0.0010281253018137307 0.0014519797344295588 0.0015877222163297065 0.0010016164341042364 0.0010237287503163635 0.0012429776062634615 0.0010227919793438867 0.0012770167234744676 0.0013657970891779161 0.0010080726402623974 0.0014496316455020891 0.0013049525343816577 0.0011701522699794076 0.0018290657219708377
leaf_count=491 299 96 296 500 30 117 52 77 50 155 103 101 577 55 122
internal_value=0 3.79395e-05 9.46819e-05 0.000146539 7.05481e-05 0.000169338 9.10232e-05 0.000160242 7.50794e-05 -3.91858e-05 -0.000412316 7.61023e-05 -5.67248e-05 0.000106391 -0.000107061
internal_weight=0 0.0189391 0.017911 0.0167355 0.0152835 0.0126877 0.011664 0.0106624 0.00963959 0.00836258 0.00259579 0.0071196 0.0057538 0.00444885 0.0032787
internal_count=3121 2630 2534 2235 1939 1336 1219 1189 1112 1062 603 1010 855 278 223
is_linear=0
shrinkage=0.00177594


Tree=2672
num_leaves=15
num_cat=0
split_feature=14 147 48 16 52 52 160 474 15 47 42 49 4 3
split_gain=0.000242143 0.000161775 0.000164929 0.000213021 0.000118252 0.000160553 0.000139489 0.000183181 0.000208996 0.000228856 0.000286258 0.000233786 0.000215615 5.77569e-05
threshold=0.023790000000000002 1.0000000180025095e-35 0.12879500000000002 -0.50992999999999988 0.11434500000000002 0.096795000000000006 0.088405000000000011 0.079590000000000008 -0.13843999999999998 0.10783500000000001 -1.0000000180025095e-35 -0.080859999999999987 -1.0000000180025095e-35 -0.079864999999999978
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 -5 10 -10 -12 13 -13
right_child=-2 -3 -4 4 -6 -7 -8 -9 9 -11 11 12 -14 -15
leaf_value=0.00074473637520694729 -0.00083753770973661395 0.00064910161338047837 -0.00062709353147336359 -0.00092309071643496355 -0.00043572909132677052 0.00062419826484407491 0.00040783376886109493 0.00051191952470954285 -0.00094947359747062066 0.00063795757729110444 0.00066054740561500105 -0.00020360952473451869 -0.0008302833539081708 0.00038545126686416936
leaf_weight=0.0012064816934171428 0.0010095131901536594 0.001226889927850197 0.0012024854641348509 0.0010801642975873929 0.0017895889978223013 0.0012908722509301631 0.0018715409893648944 0.0012255558569015884 0.00131649928889911 0.0010761993407233383 0.0011252993420788047 0.0010072467047142915 0.0012430780368700503 0.0010111320611974955
leaf_count=78 113 166 81 182 439 125 237 294 525 62 91 359 160 209
internal_value=0 3.92024e-05 -6.29631e-06 4.26749e-05 -1.76667e-05 4.34197e-05 -2.50051e-05 -0.00011417 -0.000211796 -9.84663e-05 -0.000237429 -2.37388e-05 -0.000259838 9.14878e-05
internal_weight=0 0.017673 0.0164461 0.0152437 0.0140372 0.0122476 0.0109567 0.00908517 0.00785962 0.00677945 0.00570326 0.00438676 0.00326146 0.00201838
internal_count=3121 3008 2842 2761 2683 2244 2119 1882 1588 1406 1344 819 728 568
is_linear=0
shrinkage=0.00174112


Tree=2673
num_leaves=11
num_cat=0
split_feature=42 43 16 52 160 160 133 474 0 1
split_gain=5.76624e-05 0.000106298 8.22281e-05 8.12626e-05 9.83294e-05 9.99476e-05 0.000181523 0.000177457 0.000169744 0.000140507
threshold=-0.11051499999999999 -0.17390999999999998 0.22339500000000004 -0.090114999999999987 0.092070000000000013 -1.0000000180025095e-35 -1.0000000180025095e-35 0.081755000000000008 -0.15931499999999996 0.094465000000000007
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 7 -7 -5 -8 -10
right_child=1 2 -4 4 -6 6 8 -9 9 -11
leaf_value=-0.0030211265124396535 0.0033153477579571976 0.0037449315544827479 -0.0027128982204983007 -0.0051169432894251736 -0.0039813000727292689 -0.0035751731751955253 -0.0011240513525116098 0.0021715489559901878 0.0017877385282376872 0.0076126242408775567
leaf_weight=0.0010063993118027024 0.0016326254767090867 0.0010107117993522893 0.0018882755868902786 0.0012875764202416465 0.0010032396549794539 0.0010291856452327476 0.001443822532579765 0.0010073412243570626 0.001591260880700772 0.0012517904251844575
leaf_count=181 138 238 386 525 150 544 93 248 368 250
internal_value=0 0.000209316 -0.000231134 0.000255753 -0.000153635 0.000350908 0.00133026 -0.0019177 0.00250794 0.00435243
internal_weight=0 0.0131458 0.0115132 0.00962493 0.00861422 0.00761098 0.00531606 0.00229492 0.00428687 0.00284305
internal_count=3121 2940 2802 2416 2178 2028 1255 773 711 618
is_linear=0
shrinkage=0.0130072


Tree=2674
num_leaves=10
num_cat=0
split_feature=11 457 48 0 13 12 16 0 16
split_gain=5.38757e-05 5.68418e-05 7.94608e-05 0.000162417 6.78357e-05 0.000180791 9.04571e-05 0.000155826 0.000128451
threshold=0.081790000000000015 -0.0029299999999999994 0.016865000000000002 -0.20211999999999997 0.0076650000000000008 0.051320000000000005 0.22339500000000004 -0.077999999999999986 -0.083539999999999989
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 6 -6 7 8 -3
right_child=-2 2 3 -5 5 -7 -8 -9 -10
leaf_value=-0.0028598962885920277 -0.0029561253235095455 0.0025604356299893435 -0.00097951362296235618 0.005145405693509986 0.0014573926682736283 -0.0061475758507554563 -0.0025484526293716599 0.0056278330215320995 -0.002691498461215035
leaf_weight=0.0010429243283907414 0.0010968849709009484 0.0018033310765389913 0.0015337550268093025 0.0017847992843575316 0.0012460589527187667 0.001140928787627647 0.0013839649580799241 0.0012593095359806901 0.0017467283286782026
leaf_count=247 175 603 65 424 82 264 226 408 627
internal_value=0 0.000230014 0.000500841 0.00231462 -0.000200661 -0.00217762 0.000561283 0.00145615 -2.36626e-05
internal_weight=0 0.0129418 0.0118989 0.00331855 0.00858032 0.00238699 0.00619333 0.00480937 0.00355006
internal_count=3121 2946 2699 489 2210 346 1864 1638 1230
is_linear=0
shrinkage=0.0138033


Tree=2675
num_leaves=11
num_cat=0
split_feature=41 52 52 4 0 47 1 4 1 13
split_gain=5.19082e-05 5.47595e-05 0.000130171 0.000132038 0.00015935 0.000109463 9.56785e-05 9.55661e-05 0.000245248 9.897e-05
threshold=1.0000000180025095e-35 0.19022000000000003 0.10347000000000002 -0.35136499999999998 -0.062294999999999996 0.092530000000000015 1.0000000180025095e-35 0.0052350000000000009 0.10752500000000002 -0.0025349999999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 9 -9 -8
right_child=-2 -3 -4 4 -6 -7 7 8 -10 -11
leaf_value=-0.0043433801560975125 -0.0029235308847039526 -0.0029130994517567103 0.0050115237452191532 -0.0031262933575410649 0.0042703661111726261 -0.0042744603425092466 0.0026033197579987061 0.0083740098278207824 -0.00074577044262798622 -0.0032587465221894391
leaf_weight=0.0012612336266411015 0.0011621087465980137 0.0010392565511980747 0.0011982477704330355 0.0012450482876794318 0.0019392360436302136 0.0012260573839664342 0.0010553844128403794 0.0010986300578950114 0.0013621522410507854 0.0013586040116314452
leaf_count=184 173 333 223 1074 263 199 320 72 128 152
internal_value=0 0.000246557 0.000526149 1.65322e-05 0.000608756 -0.000357871 0.000426787 0.00133427 0.00332581 -0.000695879
internal_weight=0 0.0127839 0.0117446 0.0105463 0.00928511 0.00734588 0.00611982 0.00487477 0.00246078 0.00241399
internal_count=3121 2948 2615 2392 2208 1945 1746 672 200 472
is_linear=0
shrinkage=0.0143609


Tree=2676
num_leaves=12
num_cat=0
split_feature=1 52 16 13 48 42 15 3 48 3 4
split_gain=4.44279e-05 8.01207e-05 0.000102834 0.000150937 0.00012427 0.00015761 7.37355e-05 0.000107009 9.12191e-05 9.0016e-05 3.22928e-05
threshold=0.104035 -0.088204999999999992 0.19444000000000003 0.0076650000000000008 0.085845000000000019 0.084050000000000014 -0.016799999999999995 0.10542000000000001 0.016865000000000002 -0.077354999999999993 -0.0047449999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 10 7 9 -9 -2 -3
right_child=6 2 -4 -5 -6 -7 -8 8 -10 -11 -12
leaf_value=-0.0036035344788311052 -0.00066055162066972091 0.0058797656520517194 0.0038136333975241085 -0.0051926003691356703 -0.0038918230190935761 -0.0023077522519497273 0.0034932230358786609 -0.0053830099806928683 0.00058112108680594772 0.0052206872151221049 0.0023485624279703074
leaf_weight=0.0015151021132585899 0.0010633329538178348 0.0010391094244340277 0.0011494804903449882 0.0012161931882549481 0.0010053229523541117 0.0011879864251971677 0.0016075060641974189 0.0010019256922757513 0.0010318897406413896 0.0010020050338781948 0.0010146448156957404
leaf_count=511 137 470 58 250 208 790 154 100 86 214 143
internal_value=0 -0.000683167 -1.4056e-05 -0.00081941 0.000432901 0.00177408 0.000937575 -6.46364e-05 -0.00235701 0.00219275 0.0041352
internal_weight=0 0.00812784 0.00661274 0.00546326 0.00424706 0.00324174 0.00570666 0.00409915 0.00203382 0.00206534 0.00205375
internal_count=3121 2430 1919 1861 1611 1403 691 537 186 351 613
is_linear=0
shrinkage=0.0140794


Tree=2677
num_leaves=10
num_cat=0
split_feature=4 0 12 52 16 4 1 12 52
split_gain=4.81357e-05 8.40498e-05 6.47412e-05 6.84968e-05 8.71558e-05 0.00011072 8.79566e-05 0.000161181 0.000126815
threshold=0.24564500000000003 -0.11013499999999998 0.10388500000000002 -0.28430999999999995 -0.094359999999999986 1.0000000180025095e-35 0.094385000000000011 0.088305000000000008 0.0031350000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -5 7 8 -6
right_child=1 -3 -4 4 6 -7 -8 -9 -10
leaf_value=-0.0028794291855967049 -0.00015741364238754503 0.004373258209122253 -0.0033034765925364197 0.00085789386498330989 -0.0039225494970626081 -0.0048776030094199677 0.0033512490960931631 0.0034053161175056396 0.0016591757471450998
leaf_weight=0.0012305943952719981 0.0018855674667781139 0.0010293394358897217 0.001122252067319693 0.0011611614053664474 0.0016939716680841139 0.0010353568564098014 0.0019535489927246658 0.0015361106080486985 0.0010864187060457414
leaf_count=301 198 228 283 165 494 180 316 611 345
internal_value=0 0.0014425 -0.000403812 -6.82336e-05 0.000340367 -0.00184561 0.00110615 9.00762e-05 -0.00174153
internal_weight=0 0.00291491 0.0108194 0.00969716 0.00846657 0.00219652 0.00627005 0.0043165 0.00278039
internal_count=3121 426 2695 2412 2111 345 1766 1450 839
is_linear=0
shrinkage=0.0127521


Tree=2678
num_leaves=11
num_cat=0
split_feature=42 475 43 0 2 2 1 16 16 13
split_gain=4.69328e-05 0.000101935 9.09978e-05 0.000120906 9.01416e-05 9.65892e-05 8.36313e-05 8.15654e-05 0.00019035 4.89574e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 -0.061629999999999997 0.089885000000000007 0.093175000000000022 0.10781 -0.074319999999999983 0.22339500000000004 -0.0069799999999999992
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 -3 9 -6 -1 -7 -9 -4
right_child=1 2 4 -5 5 7 -8 8 -10 -11
leaf_value=-0.0041508014469299002 -0.00326136254952688 0.00053557225751805701 -0.0044377563829792474 0.0062035351460702319 0.004606945221661541 -0.0020295599920012362 0.0010051109533841221 0.0051207708432726854 -0.0023159845947924966 -0.00040229855984291816
leaf_weight=0.001200600852087434 0.0012388651676767401 0.0016351993324490513 0.001000598507022262 0.0011136066317385994 0.0010169516305415845 0.0018628641932880311 0.0010278388189791654 0.00130137807159316 0.0011335171258143074 0.0011231674350855956
leaf_count=788 448 535 458 127 90 252 74 145 101 103
internal_value=0 0.00033209 0.000769086 0.0028318 6.83412e-06 0.000930078 -0.0017727 6.00443e-05 0.00165874 -0.00230358
internal_weight=0 0.0114261 0.0101873 0.00274881 0.00743848 0.00531471 0.00222844 0.00429776 0.0024349 0.00212377
internal_count=3121 2259 1811 662 1149 588 862 498 246 561
is_linear=0
shrinkage=0.0132673


Tree=2679
num_leaves=14
num_cat=0
split_feature=14 157 48 48 403 3 15 0 39 42 52 15 15
split_gain=0.000324892 0.000201183 0.000196996 0.000251327 0.000206589 0.000115575 0.000154728 0.000232724 0.000150878 0.000135724 0.000112579 0.000136759 0.000239933
threshold=0.054835000000000009 -0.08107499999999998 0.12879500000000002 0.10396500000000002 -1.0000000180025095e-35 0.086245000000000016 -0.095869999999999983 -0.043914999999999989 0.0046100000000000004 0.091735000000000025 0.090645000000000017 -0.10091499999999999 0.040760000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 8 -7 -8 9 10 11 -6 -13
right_child=-2 2 -4 -5 5 6 7 -9 -10 -11 -12 12 -14
leaf_value=0.00068240422580403666 -0.00097185128988772909 -0.00077015910065126496 -0.00071241677543028151 0.0007961203786864574 0.00086360181937446745 -0.00068855408372755914 0.0004221603896830864 -0.00049136202868298574 0.00068939178787572931 -0.00037375912417779103 -0.00026724465010705047 -0.00042709225350701856 0.00055039654102548676
leaf_weight=0.0013716085039162827 0.0010131248993820166 0.0010456101538992317 0.0011323807673624597 0.0012267422261382577 0.0010680685299503992 0.0013274569835800554 0.0018823916902828697 0.0015345885109554471 0.0013481450635093708 0.0017086099264131188 0.001263000135594358 0.0013074083667838419 0.001822261265698507
leaf_count=313 110 701 78 110 104 98 119 61 247 307 259 402 212
internal_value=0 4.14369e-05 -1.13125e-05 3.97949e-05 -2.50532e-05 3.36932e-05 -0.000184088 1.18914e-05 0.000155002 5.4514e-05 0.000188516 0.000325644 0.000142054
internal_weight=0 0.0180383 0.0166667 0.0155343 0.0143075 0.0132619 0.00474444 0.00341698 0.00851749 0.00716935 0.00546074 0.00419774 0.00312967
internal_count=3121 3011 2698 2620 2510 1809 278 180 1531 1284 977 718 614
is_linear=0
shrinkage=0.00174112


Tree=2680
num_leaves=11
num_cat=0
split_feature=41 484 160 42 43 16 151 2 2 3
split_gain=4.434e-05 6.88747e-05 0.000104954 9.32089e-05 6.93967e-05 9.81116e-05 9.74264e-05 0.000170937 0.00026588 9.59793e-05
threshold=1.0000000180025095e-35 0.085515000000000022 -0.081399999999999986 -0.0060199999999999993 -0.074359999999999996 0.22339500000000004 -0.0083949999999999979 0.089885000000000007 0.11263500000000001 -0.082154999999999992
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 9 6 -6 -8 -9 -5
right_child=-2 -3 3 4 5 -7 7 8 -10 -11
leaf_value=-0.0040464838000952401 -0.0024584454857324574 0.002868520485794876 -0.0024952750086407612 0.00012920352215170047 -0.0021857541139257129 -0.0032505537983792965 -0.0016041278040002977 0.0082930979363228883 -0.00038337462181663938 0.005754819900155546
leaf_weight=0.0010514077502989114 0.0011470833228242735 0.001460117688679455 0.001705421770625438 0.0010349255006156799 0.0012651234345194126 0.0011607502890224582 0.0014144515397192907 0.0012363178575040277 0.0011564903316678594 0.0010176206770887387
leaf_count=379 173 329 708 189 120 178 407 175 148 315
internal_value=0 0.0002136 -0.000137452 0.000273913 0.000843888 0.000160793 0.000941436 0.00198058 0.00409959 0.0029183
internal_weight=0 0.0125026 0.0110425 0.0099911 0.00828568 0.00623313 0.00507238 0.00380726 0.00239281 0.00205255
internal_count=3121 2948 2619 2240 1532 1028 850 730 323 504
is_linear=0
shrinkage=0.0130072


Tree=2681
num_leaves=11
num_cat=0
split_feature=4 3 16 4 457 49 15 0 16 133
split_gain=4.3349e-05 7.39598e-05 5.79764e-05 0.000110155 7.78647e-05 0.000144399 0.000120862 0.000137996 0.000234678 0.000130714
threshold=0.24564500000000003 -0.10519499999999998 -0.094359999999999986 1.0000000180025095e-35 0.087995000000000004 -0.006494999999999999 -0.037864999999999989 -0.083804999999999977 0.38525000000000004 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -4 -7 -8 9 -9
right_child=1 -3 4 -5 -6 6 7 8 -10 -11
leaf_value=0.00073189601657337126 0.0041760953335678707 -0.00015755046454267482 -0.0042418031091000525 -0.0048748111026631832 0.0034163635567119248 -0.0028410773186127959 0.0057768215960333127 0.00079818529128569844 0.0049263949927581714 -0.0054478079209332409
leaf_weight=0.001140355579021587 0.0010417738105840072 0.0018484970972184036 0.0013243882938145093 0.0012348374272554564 0.0010588200256756997 0.0013905047780665859 0.0010113854734121208 0.0012023291432472541 0.0012188746205902207 0.0010725485141845782
leaf_count=172 93 333 365 221 107 545 366 449 102 368
internal_value=0 0.00140448 -0.000391597 -0.00218297 0.000122346 -0.000360723 0.000511117 0.00154577 0.000320945 -0.00214665
internal_weight=0 0.00289027 0.010654 0.00237519 0.00827885 0.00722003 0.00589564 0.00450514 0.00349375 0.00227488
internal_count=3121 426 2695 393 2302 2195 1830 1285 919 817
is_linear=0
shrinkage=0.0130072


Tree=2682
num_leaves=11
num_cat=0
split_feature=11 124 13 1 133 15 1 15 3 2
split_gain=4.98064e-05 4.80958e-05 5.53487e-05 0.000118987 0.000192628 8.72653e-05 0.000130198 0.000168871 0.000123593 5.7898e-05
threshold=0.081790000000000015 -0.043384999999999993 -0.084034999999999985 0.08844500000000001 0.083950000000000011 1.0000000180025095e-35 1.0000000180025095e-35 -0.018314999999999994 0.097915000000000016 0.082850000000000021
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -4 8 9 -8
right_child=-2 2 5 -5 -6 -7 7 -9 -10 -11
leaf_value=0.0026325344040407563 -0.0025148101588009482 -0.0039603297416868069 -0.0036897492229115442 0.0042540766462398601 0.0033375389084400677 -0.0028750494881199496 -0.00036963461517518231 0.00534299846301136 -0.0026364711371747698 0.0033781863422906394
leaf_weight=0.0010773008995831239 0.001053836563753365 0.0010892848364407225 0.0010718615254692579 0.0012251214470065941 0.0010033021342241537 0.0018244919535267854 0.0011323545052914922 0.0010006550233554413 0.0017038137413449839 0.0012547539844587566
leaf_count=255 175 317 477 201 274 877 185 118 103 139
internal_value=0 0.000206469 -2.47075e-05 0.00127992 -0.000461327 -0.000566571 0.000116782 0.00091812 -0.000164222 0.00160036
internal_weight=0 0.0123829 0.0113056 0.00331771 0.00209259 0.00798793 0.00616344 0.00509158 0.00409092 0.00238711
internal_count=3121 2946 2691 792 591 1899 1022 545 427 324
is_linear=0
shrinkage=0.0120166


Tree=2683
num_leaves=11
num_cat=0
split_feature=4 1 156 151 0 0 16 0 13 16
split_gain=4.31497e-05 4.50958e-05 4.50506e-05 6.52039e-05 9.07309e-05 0.000119542 0.000116248 9.12295e-05 0.000191184 0.000112838
threshold=0.27287000000000006 0.111945 0.08426500000000002 -0.024429999999999997 -0.11756999999999999 -0.10096999999999999 -0.092484999999999984 -0.019414999999999998 -0.0034749999999999994 0.25084500000000004
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 6 -6 -5 8 -7 -9
right_child=1 -3 -4 4 5 7 -8 9 -10 -11
leaf_value=0.0026467001025617409 -0.00023385605032523002 0.0037847051142950246 -0.0027683888925252621 -0.0058828871198818812 0.0046175401675832891 0.000611021229111413 0.00034781501070137725 -0.0012892578318626073 -0.0066176746023765857 0.0043799476758750117
leaf_weight=0.0014258020707475375 0.0010096556571753121 0.0010362875563972613 0.0012396568682872004 0.0011276168560622191 0.0010062226055977987 0.0017657619007260823 0.0010675260339528979 0.0013646671021973473 0.0010797568475837203 0.0012157163051771391
leaf_count=341 95 257 404 108 88 1173 99 126 382 48
internal_value=0 0.00180158 -0.000334325 -3.41779e-05 -0.000477238 0.000333494 -0.00285282 -0.000460973 -0.00213197 0.00138172
internal_weight=0 0.00204594 0.0112927 0.0100531 0.00862727 0.00643212 0.00219514 0.0054259 0.00284552 0.00258038
internal_count=3121 352 2769 2365 2024 1817 207 1729 1555 174
is_linear=0
shrinkage=0.0135326


Tree=2684
num_leaves=10
num_cat=0
split_feature=11 157 13 1 52 3 2 15 43
split_gain=4.41359e-05 5.39242e-05 9.10123e-05 0.000137455 0.000120082 0.00015213 7.86158e-05 0.000164215 0.000153939
threshold=0.079915000000000014 -0.08107499999999998 -0.084034999999999985 0.08844500000000001 0.10347000000000002 0.11296500000000002 0.089885000000000007 -0.022504999999999997 -0.074359999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 8 -8 -4
right_child=-2 2 4 -5 -6 -7 7 -9 -10
leaf_value=0.0029478320891261917 -0.0021715736650123555 -0.00046265809695700049 0.00035194009775201272 0.0045280239763682579 0.0025406993183082335 -0.0056235738129969941 0.0043373950258401789 -0.0024077537402574112 -0.0053841823522923701
leaf_weight=0.001001356525329772 0.0012775869293459039 0.0019653555360165074 0.0017842535260604363 0.001434063919584159 0.0013511176406884491 0.0011011901338862096 0.001152715538825004 0.001023881755942483 0.0011597170782361936
leaf_count=297 199 483 329 267 359 74 383 207 523
internal_value=0 0.000225038 -2.34502e-05 0.00164269 -0.00077137 -0.00149062 -0.000601818 0.00116444 -0.00190769
internal_weight=0 0.0119737 0.0109723 0.00339942 0.00757288 0.00622176 0.00512057 0.0021766 0.00294397
internal_count=3121 2922 2625 750 1875 1516 1442 590 852
is_linear=0
shrinkage=0.0122569


Tree=2685
num_leaves=11
num_cat=0
split_feature=4 47 42 51 151 43 13 4 1 2
split_gain=4.16522e-05 4.5221e-05 8.48608e-05 9.42187e-05 9.03591e-05 0.000140786 9.51951e-05 0.000104444 3.68995e-05 2.0145e-05
threshold=0.27287000000000006 0.11312500000000002 -0.0060199999999999993 -0.031924999999999995 -0.024429999999999997 -0.084004999999999982 -0.094514999999999988 0.0061450000000000003 0.111945 0.10045500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 9 -8 -2 -7
right_child=8 -3 3 4 5 6 7 -9 -10 -11
leaf_value=-0.0038861025086342773 -5.7544166046085576e-05 0.0020009584157955253 -0.0034829500564989234 0.0040255177885278022 0.0036389815762735392 0.0021809705785328106 -0.0057539061415497941 -3.6003280472779639e-05 0.00368233969334965 -0.00055271363474334321
leaf_weight=0.0013453832034482855 0.0010001270209649693 0.0013816224605569917 0.001357613496893389 0.001151194858416596 0.0013906955004996183 0.0010249028155543101 0.0013692715957389417 0.001095733854722762 0.0010105459651828562 0.0010295621660560972
leaf_count=780 95 130 427 262 185 117 701 122 257 45
internal_value=0 -0.000336376 -0.0006671 -0.000152692 0.000487582 -0.000201545 -0.00138332 -0.00321221 0.00182209 0.000811029
internal_weight=0 0.011146 0.00976436 0.00841897 0.00706136 0.00591017 0.00451947 0.00246501 0.00201067 0.00205446
internal_count=3121 2769 2639 1859 1432 1170 985 823 352 162
is_linear=0
shrinkage=0.0138033


Tree=2686
num_leaves=15
num_cat=0
split_feature=484 1374 457 42 15 49 16 16 16 133 15 4 52 2
split_gain=0.000211616 0.000200489 0.000271973 0.000141492 0.000194565 0.000270095 0.000269711 0.000210261 0.000169885 0.000198435 0.000163665 0.000334005 0.000139579 0.00013574
threshold=-0.0068949999999999992 -0.094929999999999987 0.088045000000000012 0.10256000000000001 -0.094549999999999981 -0.006494999999999999 -0.44310499999999992 -0.090344999999999995 -0.088394999999999987 -0.032969999999999992 -0.016799999999999995 -0.084369999999999987 0.091275000000000009 0.097070000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 13 -3 -8 -7 -10 -11 12 -12 -6
right_child=1 2 -4 -5 5 8 7 -9 9 10 11 -13 -14 -15
leaf_value=-0.00069478333356812183 -0.00067778316720377345 -0.00022706843267273187 0.00092246047990850958 -0.00049329805408732433 -0.00098545371528289526 -0.00043981074373192864 0.0011538975499944717 0.00025116690816747605 0.00087885731190400927 -0.00048384940423168335 -0.0006197506984203983 0.000802718466673007 0.00021402433088059912 -0.00016295704987587294
leaf_weight=0.0012008699982316772 0.0010493298836240497 0.001440356643089398 0.0010000874029247172 0.0013611786861727941 0.0011086999101181617 0.0013690992627955669 0.0013152179409647758 0.0016037093643003855 0.0010385391229374387 0.0011353097925524492 0.0010743752000768351 0.0016782493741642618 0.0011798210805627259 0.0011395097268428467
leaf_count=503 55 142 98 305 185 287 165 172 241 257 269 305 44 93
internal_value=0 3.14431e-05 7.67001e-05 2.19325e-05 7.1732e-05 -5.99749e-05 0.000365511 0.000657922 9.29839e-05 0.000212442 7.58735e-05 0.000237467 -0.000183362 -0.00056857
internal_weight=0 0.0174935 0.0164442 0.0154441 0.0140829 0.0097236 0.00435928 0.00291893 0.00747539 0.00610629 0.00506776 0.00393245 0.0022542 0.00224821
internal_count=3121 2618 2563 2465 2160 1681 479 337 1403 1116 875 618 313 278
is_linear=0
shrinkage=0.00167351


Tree=2687
num_leaves=9
num_cat=0
split_feature=159 4 16 2 484 2 52 0
split_gain=4.37643e-05 4.99657e-05 7.18785e-05 8.10435e-05 9.9498e-05 0.000132132 6.32276e-05 4.79129e-05
threshold=-0.032739999999999991 0.27287000000000006 -0.36241499999999999 0.10981000000000002 0.084040000000000017 0.093175000000000022 -0.088204999999999992 -0.10607499999999999
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=-0.0022875027343590743 -0.0031872656319217548 0.0021285865022966843 -0.0021868385930491506 0.0024560391371306629 0.0031585026255027075 -0.0040569208634468664 0.0025915694891380969 -0.00034062345161266553
leaf_weight=0.0011537119143242023 0.001028893439900651 0.0017460386897812348 0.0013348474888387018 0.0019382064023199946 0.0010344923078950408 0.001544301946749393 0.001506763173486679 0.0018840274121789315
leaf_count=421 130 330 282 315 223 356 86 978
internal_value=0 0.000211684 -0.000114167 0.000227931 -0.000363289 -0.000944358 7.28032e-05 0.000962353
internal_weight=0 0.0120176 0.0102715 0.00924264 0.00730443 0.00626994 0.00472564 0.00339079
internal_count=3121 2700 2370 2240 1925 1702 1346 1064
is_linear=0
shrinkage=0.0122569


Tree=2688
num_leaves=14
num_cat=0
split_feature=484 42 15 11 1374 51 0 0 16 15 12 12 13
split_gain=0.000145088 0.000149623 0.000123474 0.000127741 0.000120644 0.000135327 0.000162968 0.000150079 0.000167129 0.000242787 0.000152408 0.000114283 0.000122284
threshold=-0.0068949999999999992 0.10256000000000001 -0.24436499999999997 0.079915000000000014 -0.08070999999999999 0.084745000000000015 -0.060129999999999996 -0.082974999999999979 -0.088394999999999987 -0.0088349999999999974 0.086850000000000024 -1.0000000180025095e-35 -0.061684999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 8 10 -10 -6 -8 -13
right_child=1 -3 3 -5 5 -7 11 -9 9 -11 -12 12 -14
leaf_value=-0.00058495657076671999 0.00056220959129144705 -0.00050137755832763272 -0.00045909644894954907 -0.00051539280226313878 -0.00067081300055486369 0.00058712864234293613 0.00076713523521855227 -0.00067922898371679176 -0.00022356512034751527 0.00078764370841996124 0.00015115262608768874 0.00044811585138713615 -0.00018585774950690187
leaf_weight=0.0010725426200697856 0.0012198128639203188 0.0012794065491877017 0.001012876083512749 0.0010342449028246667 0.0013137820006501278 0.001407654972867497 0.0010141503832276893 0.0010206352909455253 0.0012017620119487661 0.0012567785202589289 0.0010502206192584199 0.0016543450871231435 0.0015018196354591859
leaf_count=503 183 311 57 138 192 253 49 552 260 225 202 64 132
internal_value=0 2.62014e-05 7.21562e-05 2.77724e-05 7.29521e-05 0.000120136 5.44887e-05 -0.000118871 -2.77201e-07 0.000293354 -0.00030565 0.000297389 0.000146448
internal_weight=0 0.0159675 0.0146881 0.0134683 0.012434 0.0114211 0.0100135 0.00584318 0.00482254 0.00245854 0.002364 0.00417032 0.00315616
internal_count=3121 2618 2307 2124 1986 1929 1676 1431 879 485 394 245 196
is_linear=0
shrinkage=0.00160853


Tree=2689
num_leaves=9
num_cat=0
split_feature=41 3 43 0 16 1 13 3
split_gain=4.64242e-05 6.6823e-05 6.69006e-05 9.99589e-05 0.000109613 0.000121846 8.18761e-05 7.72162e-05
threshold=1.0000000180025095e-35 -0.12018999999999998 0.12266000000000001 -0.053834999999999994 0.0047850000000000011 0.08844500000000001 -0.0025349999999999995 0.090900000000000009
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=0.0024880331458141326 -0.0024037208190133197 -0.0040151955094345103 0.0026005420724119562 -0.0030798133724702641 0.0028948599127538079 0.002485716708255471 -0.0033209450249918316 0.0007636504151997763
leaf_weight=0.0016706871920933912 0.0011127173804953714 0.0012762328055829428 0.0011757459196603788 0.0018172995286730997 0.0016670212024889964 0.001613419514778904 0.0012083283577437529 0.0016376443676087149
leaf_count=221 173 1172 212 311 410 415 105 102
internal_value=0 0.00021275 -0.000152909 -0.000504035 0.000128301 -0.000675781 0.000279926 -0.000970566
internal_weight=0 0.0120664 0.0103957 0.00921995 0.00740265 0.00573563 0.00445939 0.00284597
internal_count=3121 2948 2727 2515 2204 1794 622 207
is_linear=0
shrinkage=0.0122569


Tree=2690
num_leaves=15
num_cat=0
split_feature=147 484 48 4 11 403 150 49 42 12 3 2 13 0
split_gain=0.000206057 0.000187941 0.000257389 0.000327089 0.000207168 0.000162756 0.000184271 0.000176881 0.000218849 0.000176521 0.000129865 0.000109761 0.000204232 0.000161986
threshold=0.089025000000000007 -0.0068949999999999992 0.12737000000000001 0.40473500000000007 1.0000000180025095e-35 0.085340000000000013 0.089910000000000018 -0.072814999999999977 0.084050000000000014 -0.040564999999999997 -0.077774999999999983 0.084055000000000005 -0.015874999999999997 -0.10151999999999999
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 -10 13 -13 -11
right_child=-2 2 -4 -5 -6 -7 -8 8 10 11 -12 12 -14 -15
leaf_value=-0.0008091418434226068 0.00075557968101250901 0.00069507655928409341 -0.00088983031864116183 0.00078047206840948125 -0.00083477146153308496 -0.000660616863604568 -0.00052604567091549595 -0.00039307926602669271 -0.00077299651921709008 0.0011721285246359657 6.3960797631164423e-05 0.00055994950527910915 -0.000463331589676285 0.00022722563339544691
leaf_weight=0.001034728744394686 0.0010783656120930711 0.0016942282075245165 0.0010321011307272135 0.0017574548885737817 0.0010199924362064581 0.0010778719082756892 0.0014677454103140817 0.0011824672216606807 0.0013706949052120602 0.0011101943169791184 0.0010937646438266349 0.0015201280270622213 0.0011054411082867116 0.0012837282509082278
leaf_count=492 124 137 71 230 152 239 173 90 421 27 225 151 397 192
internal_value=0 -5.99637e-05 -1.35887e-05 4.40743e-05 -4.88571e-05 1.32544e-05 7.46615e-05 0.000159761 5.51102e-05 0.000236569 -0.000401542 0.000384899 0.000129118 0.000665429
internal_weight=0 0.0177505 0.0167158 0.0156837 0.0139263 0.0129063 0.0118284 0.0103606 0.00866642 0.00620196 0.00246446 0.00501949 0.00262557 0.00239392
internal_count=3121 2997 2505 2434 2204 2052 1813 1640 1503 857 646 767 548 219
is_linear=0
shrinkage=0.00181146


Tree=2691
num_leaves=14
num_cat=0
split_feature=14 48 1 48 16 52 4 52 52 2 2 16 160
split_gain=0.000214883 0.00014873 0.000117149 0.000231837 0.000212762 0.000168188 0.00013143 0.00024422 0.000224773 0.000184546 0.00018052 0.000175134 0.000105518
threshold=0.018475000000000002 -0.024949999999999996 0.14000500000000002 0.12879500000000002 -0.50992999999999988 0.11434500000000002 -0.49405499999999997 0.083680000000000018 -0.049749999999999996 0.089885000000000007 0.091185000000000002 -0.078844999999999985 0.088405000000000011
decision_type=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 -10 -11
right_child=-2 2 -4 -5 5 -7 7 -9 10 12 -12 -13 -14
leaf_value=0.00059516110612713407 -0.00076136925865347084 0.00069616802669981092 0.00050916975562947529 -0.00081625495515501442 -0.00047864890948474167 -0.00056392064933056532 -0.00016838991891340597 0.00085323439807963384 0.0002378544112611009 0.00022221548224873514 -0.0008547026050466825 -0.00062989577095155303 0.00087585196081548899
leaf_weight=0.0012370379097007894 0.0010013016305642211 0.0011585004084759222 0.001141328450571368 0.0010220626675575524 0.0013032042058549456 0.0015796531047895844 0.0018166356246076248 0.0010408386047879381 0.0018400322892353346 0.0015347179556238627 0.001150833978306559 0.0010083484569430568 0.0012592163753799568
leaf_count=160 119 72 114 71 132 415 300 491 257 279 245 371 95
internal_value=0 3.62748e-05 -7.32958e-06 -4.7393e-05 1.00001e-05 -5.34241e-05 2.01946e-05 8.75577e-05 -5.00516e-06 0.000246829 -0.000295337 -6.93358e-05 0.000516807
internal_weight=0 0.0170924 0.0158554 0.014714 0.013692 0.0125335 0.0109538 0.00965062 0.00860978 0.00461057 0.00399921 0.00284838 0.00279393
internal_count=3121 3002 2842 2728 2657 2585 2170 2038 1547 674 873 628 374
is_linear=0
shrinkage=0.00167351


Tree=2692
num_leaves=15
num_cat=0
split_feature=14 157 160 133 457 457 133 42 12 12 42 15 52 16
split_gain=0.000276079 0.000197708 0.000166087 0.000214837 0.000208719 0.000212532 0.000249583 0.000210795 0.000201332 0.000215937 0.000191348 0.000166046 0.00012207 0.000147654
threshold=0.018475000000000002 -0.073574999999999988 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0029299999999999994 0.10378500000000002 0.10622000000000002 -0.088934999999999986 0.092355000000000007 0.10345000000000001 0.087995000000000004 -0.037864999999999989 0.077655000000000016 -0.090054999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 11 -4 -5 6 7 -6 10 -10 12 -3 13 -9
right_child=-2 2 3 4 5 -7 -8 8 9 -11 -12 -13 -14 -15
leaf_value=0.00062702756367185512 -0.00096952773445634576 -0.00094148592356390292 -0.00060051931740942653 -0.00066705783133000742 -0.00035342917885652317 -0.00054508618189460796 -0.00053511716274623814 0.00076055947616736558 -0.00056365305960342507 0.00059396420499473017 0.0014029680522753198 7.4847562632568299e-05 0.0010530326161781152 -0.00015697513145584573
leaf_weight=0.0018422844846284004 0.0010114904098504898 0.0012899856315843898 0.0015586699005731191 0.0010240604715973075 0.0010652209995121193 0.0011367956525711884 0.0010777660926414587 0.0012703209957730505 0.0010157473913352186 0.0013111162864769162 0.0012364013548187228 0.0010243820774966891 0.0011492769561486232 0.0012224358284961879
leaf_count=398 119 357 701 84 99 50 319 104 130 77 124 288 75 196
internal_value=0 4.35832e-05 -2.62944e-05 5.612e-05 0.000145048 0.000224365 0.000317934 0.000429098 0.000544786 8.86287e-05 0.000762359 -0.000491638 0.000544885 0.000310605
internal_weight=0 0.0172245 0.0153822 0.0130678 0.0115091 0.0104851 0.00934829 0.00827052 0.0072053 0.00232686 0.00487844 0.00231437 0.00364203 0.00249276
internal_count=3121 3002 2604 1959 1258 1174 1124 805 706 207 499 645 375 300
is_linear=0
shrinkage=0.00188464


Tree=2693
num_leaves=14
num_cat=0
split_feature=147 484 151 4 160 150 133 13 16 0 12 13 0
split_gain=0.000157159 0.000125436 0.000127077 0.000199096 0.000221042 0.000150899 0.000123484 0.000157133 0.000146223 0.000129789 0.000197313 0.000149447 0.000125367
threshold=0.088610000000000008 -1.0000000180025095e-35 -0.0083949999999999979 0.40473500000000007 -0.086829999999999977 0.081835000000000019 -0.0061299999999999992 0.0076650000000000008 0.22339500000000004 -0.20211999999999997 0.091475000000000015 -0.076384999999999995 -0.019414999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 -3 -6 8 9 -8 11 -11 -9
right_child=-2 2 3 -5 6 -7 7 12 -10 10 -12 -13 -14
leaf_value=-0.00062457475286861871 0.00066647839525060056 -0.00078656375676898049 -0.00080606641355756637 0.00073867525740924967 -0.00040835923550185555 3.9729135486215819e-05 -9.6082960929758012e-05 -0.00064919434007268883 -0.00020561914678426241 0.0013413807224604884 4.4476709701326182e-05 0.00045211137072013574 0.00014354540022079297
leaf_weight=0.0011393090429350971 0.0010075695906019691 0.0013362985508347846 0.0010042987080997818 0.0012405966726288719 0.0014689589914122112 0.001457204609641008 0.0010567089216788643 0.0011709517214957416 0.0013778680509504652 0.0012326142477709959 0.0012680794709245755 0.0011541402719753963 0.0013599155187709044
leaf_count=503 127 141 336 221 619 207 26 163 162 166 191 169 90
internal_value=0 -5.63092e-05 -1.35114e-05 6.39522e-05 -1.15025e-05 -0.000355536 6.75897e-05 0.000148695 0.000303274 0.000452097 0.00061059 0.000911365 -0.00022323
internal_weight=0 0.0162669 0.0151276 0.0123341 0.0110935 0.0027935 0.0100892 0.00862028 0.00608941 0.00471154 0.00365483 0.00238675 0.00253087
internal_count=3121 2994 2491 2143 1922 348 1586 967 714 552 526 335 253
is_linear=0
shrinkage=0.00177594


Tree=2694
num_leaves=10
num_cat=0
split_feature=42 47 42 51 50 160 15 2 52
split_gain=4.55208e-05 6.64805e-05 7.78967e-05 9.06728e-05 9.41385e-05 0.000132959 0.000105241 0.000118776 0.000115551
threshold=0.10256000000000001 0.11069000000000002 -0.088934999999999986 -0.076794999999999988 0.07826000000000001 -0.027994999999999996 -0.095869999999999983 0.10327000000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -7 8 -8
right_child=-2 -3 3 4 -6 6 7 -9 -10
leaf_value=-0.0038104917788914163 -0.0027657282321708527 0.0029555131161163499 -0.002962377669263661 0.0059847575383767098 -0.0031475718885672866 -0.0024146909962695124 -9.6108276485476778e-06 -0.0011730237315298589 0.0055773170140907746
leaf_weight=0.0010072929977713281 0.0010556209535900899 0.0014893685505658312 0.0014550843330371653 0.0010033411914504541 0.001026427201214878 0.001656321323663325 0.0011774238333348151 0.0017910028837613418 0.0017591204848795374
leaf_count=370 346 148 402 321 371 262 234 202 465
internal_value=0 0.000220496 -0.000154039 0.000219173 0.000769401 0.00131365 0.000579502 0.00162853 0.00333721
internal_weight=0 0.0123654 0.010876 0.00986872 0.00841364 0.00738721 0.00638387 0.00472755 0.00293654
internal_count=3121 2775 2627 2257 1855 1484 1163 901 699
is_linear=0
shrinkage=0.0138033


Tree=2695
num_leaves=10
num_cat=0
split_feature=47 52 12 52 4 160 2 49 1
split_gain=4.8011e-05 0.000118059 0.000103798 9.51625e-05 0.00015816 8.04159e-05 0.000166885 0.000109901 5.17465e-05
threshold=0.13148500000000005 0.11434500000000002 0.097825000000000009 0.070205000000000017 -0.04890499999999999 -0.027994999999999996 0.089885000000000007 -0.047584999999999995 0.10374500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7 -8 -4
right_child=-2 -3 8 -5 5 6 7 -9 -10
leaf_value=-0.0043503178641368127 -0.0031667560686725101 -0.0039039393078594774 0.0015145414514470311 0.003995698201419564 0.0045959084387097397 -0.0044059514659082945 0.0058101132459223654 -0.00046485695478795452 0.0062848369037883864
leaf_weight=0.0020041259663222989 0.0010731567593982453 0.0014495549148655926 0.0011300015788150925 0.001261427620313442 0.001063351852121276 0.0014790558137411395 0.001124023144717343 0.0016862059920570605 0.0010696092795608736
leaf_count=554 65 476 293 487 323 360 117 345 101
internal_value=0 0.000261976 0.000820197 5.0936e-05 -0.000625453 0.000769205 -0.000179468 0.00204498 0.0038342
internal_weight=0 0.0122674 0.0108178 0.00861819 0.00735676 0.00535264 0.00428928 0.00281023 0.00219961
internal_count=3121 3056 2580 2186 1699 1145 822 462 394
is_linear=0
shrinkage=0.0155448


Tree=2696
num_leaves=16
num_cat=0
split_feature=147 484 48 4 15 52 52 16 133 151 1 15 1 0 13
split_gain=0.000171656 0.000186389 0.000149836 0.000205219 0.000176775 0.000148485 0.000145956 0.000152906 0.0002359 0.000137329 0.000216184 0.000190446 0.000181273 0.000130314 0.000216957
threshold=0.089025000000000007 -0.0068949999999999992 0.12737000000000001 0.40473500000000007 -0.11713499999999999 0.11434500000000002 -0.40306999999999998 0.38525000000000004 0.099660000000000012 -0.0083949999999999979 0.10389500000000002 -0.088184999999999986 0.088485000000000022 -0.084269999999999984 -0.076384999999999995
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 11 12 -8 13 -11 -15
right_child=-2 2 -4 -5 5 -7 7 -9 -10 10 -12 -13 -14 14 -16
leaf_value=-0.00073934706570457699 0.0006364007960259979 -0.00069477886155391974 -0.00062176145583374312 0.00059098815813239485 -0.00050041522038558374 -0.0005033734389162202 0.00029373286137091096 0.00074487934760256505 -0.00066507669552165634 -0.00010590277633615623 0.00096466524244086423 -0.00069744240263472162 -0.00042968102725724557 0.0010285907467305218 4.3475677400736625e-05
leaf_weight=0.0010058048934309316 0.0010271724093384059 0.0010123752582399158 0.0010129023817958783 0.0015723047553416912 0.001053142736318592 0.0013120929589685226 0.0010654855577821309 0.0010164283762141837 0.0010304968923883157 0.0012417937888195038 0.0010709576870908399 0.0010227075476727503 0.0011163009590592493 0.0012346235164077957 0.0011741228923576826
leaf_count=492 124 166 71 230 268 311 92 31 259 358 70 144 157 90 258
internal_value=0 -5.43458e-05 -1.1111e-05 3.03375e-05 -3.56909e-05 1.83889e-05 8.04782e-05 0.000141821 7.33826e-05 0.000169393 0.000298558 -0.000191702 0.000148905 0.000325831 0.000548405
internal_weight=0 0.0169415 0.0159357 0.0149228 0.0133505 0.0123382 0.0110261 0.00997292 0.00895649 0.00792599 0.0058378 0.00208819 0.00476684 0.00365054 0.00240875
internal_count=3121 2997 2505 2434 2204 2038 1727 1459 1428 1169 933 236 863 706 348
is_linear=0
shrinkage=0.0016407


Tree=2697
num_leaves=10
num_cat=0
split_feature=14 47 4 52 2 3 43 13 2
split_gain=4.2933e-05 6.28636e-05 0.000127427 6.27354e-05 7.2912e-05 8.24904e-05 0.000123739 8.52009e-05 6.23312e-05
threshold=-0.10708499999999999 0.13148500000000005 0.24564500000000003 0.11434500000000002 0.10644500000000001 -0.08824499999999999 -0.084004999999999982 -0.063184999999999977 0.086100000000000024
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 -8 -9
right_child=1 -3 -4 -5 -6 6 7 8 -10
leaf_value=-0.0031361332992969853 -0.0035471445218462081 -0.0036751781042052485 0.0048792681250635073 -0.0040831231751251983 0.0032217782998573349 0.0056451995690511283 -0.0038163912887176862 0.0044020984393244424 -0.0014676875906533609
leaf_weight=0.0011414035793678697 0.0018116818812152317 0.001042192055999285 0.0017052605757204757 0.0010092268790535619 0.0019362084796990184 0.0010905575257782953 0.0015404496980272191 0.0010084954242782656 0.0010407678533294611
leaf_count=140 508 63 314 378 334 268 628 229 259
internal_value=0 0.000276618 0.000646237 -0.000118638 0.000356088 -0.000498597 0.000681463 -0.000826524 0.00142099
internal_weight=0 0.0121848 0.0111426 0.00943739 0.00842816 0.00649195 0.00468027 0.00358971 0.00204926
internal_count=3121 2981 2918 2604 2226 1892 1384 1116 488
is_linear=0
shrinkage=0.0168261


Tree=2698
num_leaves=14
num_cat=0
split_feature=484 15 11 0 52 16 133 16 4 4 2 0 16
split_gain=0.000176436 0.000153379 0.000142208 0.000113482 0.000155157 0.000153998 0.000288359 0.000126512 0.000110508 0.000195209 0.000158417 0.000109416 0.000105603
threshold=-0.0068949999999999992 -0.24436499999999997 0.079915000000000014 -0.019414999999999998 -0.24164999999999998 0.38525000000000004 1.0000000180025095e-35 -0.27167499999999994 -0.059649999999999988 -0.083854999999999985 0.088930000000000023 -0.10607499999999999 -0.070454999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -5 -6 9 -9 11 -10 -12
right_child=1 2 -4 5 7 -7 -8 8 10 -11 12 -13 -14
leaf_value=-0.00064775771278106117 0.00056934390247011712 -0.00061321256919206015 -0.00056888753992441661 0.00056740713504665216 -0.00036596159097888566 0.00079735984598511278 -0.00057042438011003084 0.00024335447274695867 0.00033478916654359494 -0.0007133166042178463 0.00024906590905564811 -0.00032112541426153503 0.00097182827522616217
leaf_weight=0.0010877208659633248 0.0013269243565225087 0.0011810092481310585 0.001142870695521798 0.0013356084833789058 0.0018353028849099349 0.0010977402494347643 0.0010879470830833012 0.0013025689686895483 0.0013126098877170866 0.0010267259984890129 0.0011722492316346787 0.0014309253679373191 0.0010156684884111596
leaf_count=503 232 235 155 91 182 27 66 305 49 569 161 332 214
internal_value=0 3.47647e-05 -1.27111e-05 3.33551e-05 -5.37402e-05 0.000287546 5.66285e-05 1.89004e-05 0.000116182 -0.000178335 0.000255293 -7.31134e-06 0.000584584
internal_weight=0 0.0162682 0.0149412 0.0137984 0.0102771 0.0035213 0.00242356 0.00909605 0.00726075 0.00232929 0.00493145 0.00274354 0.00218792
internal_count=3121 2618 2386 2231 2047 184 157 1812 1630 874 756 381 375
is_linear=0
shrinkage=0.0016407


Tree=2699
num_leaves=15
num_cat=0
split_feature=147 484 15 11 4 47 131 42 49 150 16 42 13 13
split_gain=0.000140859 0.000212026 0.000129939 0.000122969 0.000188362 0.000132245 0.000100595 0.000177263 0.000116994 9.9834e-05 9.69591e-05 0.000122003 9.77815e-05 6.54086e-05
threshold=0.089025000000000007 -0.0068949999999999992 -0.24436499999999997 0.080455000000000013 0.25615500000000008 0.11312500000000002 0.08844500000000001 -0.085874999999999993 -0.048674999999999989 0.087380000000000013 -0.088394999999999987 0.086325000000000013 -0.40078499999999995 -0.004174999999999999
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 9 -9 -10 12 -12 -14
right_child=-2 2 3 -5 -6 -7 -8 8 10 -11 11 -13 13 -15
leaf_value=-0.00084689048707074918 0.00064645296685191911 0.00053402450035299864 -0.00065248810576285703 -0.00066112944234868393 -0.00071485950052496835 0.00056507281123131662 -0.00054894562309915594 0.00078606818856324836 -0.00035532140650326515 6.0001926078682337e-05 -0.00012419751815520322 -0.00037945162065759866 0.00085818554334542163 0.00025768887391610181
leaf_weight=0.0010295010278117854 0.0010095051758405053 0.0013730209828796526 0.0010685050793485485 0.0010023214451031206 0.0011242958002378742 0.0014935132320797401 0.0010274135952094638 0.0013845619412714569 0.0018175545094874495 0.0011274313722922785 0.0012120067618184311 0.0011491006618313364 0.0010104932462306417 0.0014483151585909485
leaf_count=492 124 222 267 145 89 85 289 104 322 117 22 427 246 170
internal_value=0 -4.97e-05 8.40775e-07 -4.84056e-05 -4.10509e-06 5.86239e-05 -8.6382e-06 4.56895e-05 0.000127225 0.000460196 1.21026e-06 0.000135656 0.000296903 0.000504474
internal_weight=0 0.017268 0.0162385 0.0148655 0.0138632 0.0127389 0.0112454 0.010218 0.00914946 0.00251199 0.00663747 0.00481992 0.00367082 0.00245881
internal_count=3121 2997 2505 2283 2138 2049 1964 1675 1408 221 1187 865 438 416
is_linear=0
shrinkage=0.00181146


Tree=2700
num_leaves=15
num_cat=0
split_feature=124 123 4 47 131 14 49 4 13 133 15 160 4 4
split_gain=0.000192538 0.000194216 0.000230926 0.000182769 0.000193596 0.000249212 0.000242462 0.000190194 0.000128839 0.00013023 0.000207601 0.000156306 0.000225252 0.000168794
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.49405499999999997 0.11893500000000001 0.08844500000000001 -0.10708499999999999 0.092975000000000016 0.24564500000000003 0.14871000000000004 0.083950000000000011 0.050935000000000008 0.086870000000000017 -0.064804999999999988 -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 -4 7 8 9 10 11 12 -7 -14
right_child=-2 -3 3 -5 -6 6 -8 -9 -10 -11 -12 -13 13 -15
leaf_value=-0.00086714089146705032 0.00067696715755102637 0.00057660505255629905 -0.00060148881542750336 -0.00066658513196680383 -0.00060736447829640183 -0.00025490646300931703 0.00092941031473689061 0.00064454491791926874 -0.00057771721669383838 0.00054415721263408219 -0.00060192143651954984 -0.00035827991322463711 0.0010004830074163589 0.00011343285509452194
leaf_weight=0.0010506527667188586 0.0010530282292510627 0.001248486288069387 0.0014100024883556559 0.0012608093428220493 0.0013369164026852476 0.0013527767032250892 0.0010046387122315424 0.0013883039035252438 0.0010308286006347209 0.0012619583925097076 0.0014511432752192938 0.0014252641799886306 0.0013225494317936747 0.0011008576004648378
leaf_count=139 78 222 90 93 373 72 294 153 114 524 615 80 155 119
internal_value=0 -5.96695e-05 -0.000108117 -5.61512e-05 -1.50951e-06 6.20265e-05 0.000144539 6.82344e-05 -2.12077e-05 5.12747e-05 -4.22223e-05 0.000113927 0.000292155 0.000597531
internal_weight=0 0.0176452 0.0163967 0.015346 0.0140852 0.0127483 0.0113383 0.0103337 0.00894538 0.00791455 0.00665259 0.00520145 0.00377618 0.00242341
internal_count=3121 3043 2821 2682 2589 2216 2126 1832 1679 1565 1041 426 346 274
is_linear=0
shrinkage=0.00167351


Tree=2701
num_leaves=15
num_cat=0
split_feature=14 11 3 2 157 457 160 50 2 2 0 43 15 43
split_gain=0.000230115 0.000226671 0.0002455 0.000255407 0.000206909 0.000186287 0.000171433 0.000226331 0.000285129 0.000250972 0.000163806 0.000442038 0.000173093 7.3304e-05
threshold=0.023790000000000002 0.087830000000000005 -0.12018999999999998 0.10699500000000002 -0.077384999999999995 -0.0029299999999999994 -0.080719999999999986 0.099450000000000011 0.113445 0.099185000000000009 -0.10096999999999999 -0.072864999999999985 -0.095869999999999983 -0.17390999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6 -7 8 9 10 12 13 -8 -12
right_child=-2 -3 4 -5 5 6 7 -9 -10 -11 11 -13 -14 -15
leaf_value=0.00010950107400866471 -0.00081082198642559527 -0.00072988597448354778 0.00066685500705321104 0.001200211916064104 -0.00073087483693733276 -0.00058523548370125963 -0.00016096970535507427 0.00083264052255904871 -0.00072479018399755808 0.00071702364112621517 0.00038234503045855226 -0.0012109498754635417 0.00068999732506621855 -0.00020464477176122538
leaf_weight=0.0015179725587474982 0.0010125747819070543 0.0010853365246905602 0.0011908410057591056 0.0010640698818257799 0.0011551110016005455 0.0013460777293389315 0.0013933460179943041 0.0010036311432284938 0.0014198115294685914 0.0015698290395404846 0.0013116849430785393 0.001061246775728635 0.0013925935477402968 0.001175396784559286
leaf_count=122 113 106 315 54 166 364 78 148 283 200 64 734 55 319
internal_value=0 2.58905e-05 7.52997e-05 0.000558987 -1.37831e-05 -7.6964e-05 -1.22592e-05 6.24218e-05 -2.04851e-05 0.000106029 -4.53943e-05 -0.000288626 0.000264399 0.000104933
internal_weight=0 0.0176869 0.0166016 0.00258204 0.0140196 0.0128287 0.0116736 0.0103275 0.00932391 0.0079041 0.00633427 0.00354833 0.00278594 0.00248708
internal_count=3121 3008 2902 176 2726 2411 2245 1881 1733 1450 1250 1117 133 383
is_linear=0
shrinkage=0.00170698


Tree=2702
num_leaves=10
num_cat=0
split_feature=0 1 47 4 48 4 1 43 3
split_gain=4.52003e-05 0.000116495 0.000117433 9.51545e-05 9.14798e-05 0.000166365 9.46861e-05 6.86173e-05 9.36979e-05
threshold=-0.062294999999999996 0.077565000000000009 0.092530000000000015 -0.49405499999999997 0.086035000000000014 -0.0082299999999999995 0.10723500000000001 -0.13868499999999997 -0.10831999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -2 5 -3 -7 -5 -9
right_child=3 2 -4 7 -6 6 -8 8 -10
leaf_value=-0.0044346097595476539 -0.0025328537282392647 -0.0016504495062684133 -0.0033422733730277248 -0.00086260897375830213 -0.0018468318502827647 0.0070384823729614408 0.0014892865827012146 0.0069552313924616527 0.0012264646808953347
leaf_weight=0.0014481330473526477 0.0011414297069793659 0.0015021597235931571 0.0016487157425959303 0.0010255359879174364 0.0016342144849630924 0.0014149944164302264 0.0012361508119944874 0.0010563835649945686 0.0014582127922901705
leaf_count=1451 156 415 206 68 149 131 174 111 260
internal_value=0 -0.000633621 0.000106583 0.00114494 0.00108907 0.00224427 0.00445106 0.00233076 0.00363312
internal_weight=0 0.00888437 0.00743624 0.00468156 0.00578752 0.0041533 0.00265115 0.00354013 0.0025146
internal_count=3121 2526 1075 595 869 720 305 439 371
is_linear=0
shrinkage=0.0146482


Tree=2703
num_leaves=14
num_cat=0
split_feature=484 42 156 15 133 52 15 43 12 1 0 4 1
split_gain=0.000102649 9.72275e-05 0.000108628 0.000140564 0.000258377 0.000151406 0.000187162 0.000143821 0.000177028 0.000174821 0.000477625 0.000105813 5.7463e-06
threshold=-0.0068949999999999992 0.10256000000000001 0.091255000000000017 1.0000000180025095e-35 0.083950000000000011 -0.081429999999999989 -0.016799999999999995 -0.14968999999999996 0.091475000000000015 0.094385000000000011 -0.20211999999999997 -0.077679999999999985 0.086455000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 11 6 -2 -7 9 12 -11 -5 -9
right_child=1 -3 -4 4 -6 7 -8 8 -10 10 -12 -13 -14
leaf_value=-0.00052784935792966946 0.00020889527819327436 -0.00042854208616268361 -0.00043648720505772649 -0.00017378493572539261 0.00049044750638802567 0.00070308908657540641 0.001148691911468751 -0.00014225888580775856 -0.00056844667353622507 -0.00042167045381641025 0.0010593361059857078 -0.00093273114645944441 -0.00032854925449155075
leaf_weight=0.0010251489876678703 0.0016043136452774179 0.0012304982017262546 0.001129840929883121 0.001208400053166761 0.001154040085014579 0.0010213665427375434 0.0010714251229393549 0.001001444208485692 0.0013147151158439119 0.0011320586428880119 0.0015835290081232245 0.0010329241553525105 0.0010063890214175863
leaf_count=503 317 311 231 474 190 58 92 215 163 63 220 210 74
internal_value=0 4.10389e-05 8.15578e-05 0.000126134 -0.000178905 0.000232522 0.000585211 9.88437e-05 -3.366e-06 0.000153918 0.000441943 -0.000523549 -0.000235633
internal_weight=0 0.0154909 0.0142604 0.0131306 0.00339536 0.00973524 0.00267574 0.0070595 0.00603814 0.00472342 0.00271559 0.00224132 0.00200783
internal_count=3121 2618 2307 2076 874 1202 409 793 735 572 283 684 289
is_linear=0
shrinkage=0.00174112


Tree=2704
num_leaves=10
num_cat=0
split_feature=11 124 3 151 160 1 4 16 0
split_gain=4.99643e-05 5.23231e-05 6.46726e-05 9.90676e-05 0.000119023 0.000105521 0.000181568 0.000171896 8.12819e-05
threshold=0.081790000000000015 -0.043384999999999993 -0.12018999999999998 -0.0083949999999999979 -0.080719999999999986 0.095285000000000022 -0.077679999999999985 0.083160000000000026 -0.11437499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6 8 -7
right_child=-2 2 3 4 5 7 -8 -9 -10
leaf_value=0.0032418194491694065 -0.0030090061983440663 0.0024966795729438485 -0.0034242881678671756 -0.0042332207051318134 0.0023180788225735027 0.0025056918145093645 -0.0043983138062617978 -0.0018049666531554983 0.0080550094931523594
leaf_weight=0.0010918883927272189 0.0010598505142127004 0.00174264220905511 0.0019246975693745063 0.0010675290321086545 0.0017468988161215976 0.001166609303539512 0.0015817203202481978 0.0011289558841589553 0.0010205584055826538
leaf_count=255 175 176 401 431 662 87 680 101 153
internal_value=0 0.000238889 -4.92456e-05 -0.000509622 0.00021777 0.000932856 -0.000873471 0.00274599 0.00509507
internal_weight=0 0.0124715 0.0113796 0.00963697 0.00771227 0.00664474 0.00332862 0.00331612 0.00218717
internal_count=3121 2946 2691 2515 2114 1683 1342 341 240
is_linear=0
shrinkage=0.0143609


Tree=2705
num_leaves=16
num_cat=0
split_feature=14 124 123 4 484 13 52 52 13 160 16 48 1 1 2
split_gain=0.000257568 0.000225415 0.00026821 0.000298273 0.00020296 0.000216581 0.000243419 0.000235315 0.000179452 0.000181088 0.000137713 0.000135211 0.000133609 0.000121671 3.80771e-05
threshold=0.054835000000000009 0.0049200000000000008 1.0000000180025095e-35 -0.49405499999999997 -1.0000000180025095e-35 -0.094514999999999988 -0.24164999999999998 -0.090859999999999982 -0.004174999999999999 0.086325000000000013 -0.16075999999999999 0.092065000000000022 1.0000000180025095e-35 0.091195000000000012 0.10882500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 11 -7 -8 -9 10 14 12 -6 -12 -10
right_child=-2 -3 -4 4 5 6 7 8 9 -11 13 -13 -14 -15 -16
leaf_value=-0.00092594596721404633 -0.00085262698946359503 0.00081548467628076338 0.00076042347583022893 -0.00073255095757440258 0.00029877810131754808 -0.000864974955638813 0.00075512766352438449 -0.00058347491937101807 7.1249750060381584e-05 -0.00055117767499246993 0.00077248556777373845 -8.2664897207578963e-05 0.0011022861778622417 8.950736202702653e-05 -0.00038948201936506036
leaf_weight=0.0011170490856839974 0.0010198388627417057 0.0010031197129794457 0.0012033169888075171 0.0010570171427883536 0.0014982497843100693 0.001044873991475158 0.0010745899908872992 0.0017247412902907221 0.0010430176220456583 0.0012301104568888943 0.0014282064114219291 0.0011599281922157895 0.0010091380976439066 0.0016245502071211837 0.0010476583952033769
leaf_count=139 110 71 220 453 77 229 103 993 54 43 289 59 133 88 60
internal_value=0 2.88406e-05 -1.68712e-05 -7.51142e-05 -1.15073e-05 4.33831e-05 -8.43377e-05 4.58402e-06 -9.50083e-05 3.71754e-05 0.000177887 0.000399234 0.000622163 0.000409033 -0.000159627
internal_weight=0 0.0182656 0.0172624 0.0160591 0.0149421 0.0138851 0.0102177 0.00917287 0.00809828 0.00637354 0.00514343 0.00366732 0.00250739 0.00305276 0.00209068
internal_count=3121 3011 2940 2720 2581 2128 1859 1630 1527 534 491 269 210 377 114
is_linear=0
shrinkage=0.00170698


Tree=2706
num_leaves=14
num_cat=0
split_feature=14 484 475 150 4 160 42 43 43 1 15 16 12
split_gain=0.000202086 0.000159364 0.000152661 0.000192048 0.000319467 0.000235271 0.000154263 0.000226719 0.000209214 0.000155335 0.00021194 9.67709e-05 0.000100324
threshold=0.019675000000000002 -0.0068949999999999992 -0.051009999999999993 -1.0000000180025095e-35 0.27044500000000005 -0.085834999999999981 -1.0000000180025095e-35 -0.074359999999999996 -0.09225499999999999 0.089105000000000018 -0.069954999999999989 0.22339500000000004 0.086850000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -7 8 -8 11 -11 12 -9
right_child=-2 2 3 4 -6 6 7 9 -10 10 -12 -13 -14
leaf_value=-0.00060499955477448725 -0.00075786334356098381 0.00066119460788593228 -0.00065132782105938698 -0.00080161229484677356 0.00072231697245749298 -0.00038184702801515128 0.00010320831789776003 4.7417046718777755e-05 0.0010896771411980383 3.4341692718992454e-05 -0.00090916296246768002 -0.00021055848711988641 0.00076077605767986534
leaf_weight=0.0010750288625065675 0.0010005419806640705 0.0011936747904531661 0.0011251018492832729 0.0010330787245551665 0.0019499033105108065 0.001962227068276797 0.0012919052482582849 0.0010908521580571557 0.001216158139012628 0.001924623024329275 0.0010846794458106435 0.0010102147198639937 0.0012134322513568385
leaf_count=479 116 312 95 303 281 643 91 141 149 83 177 51 200
internal_value=0 3.13184e-05 7.38175e-05 2.67682e-05 8.21448e-05 -2.33981e-05 5.1083e-05 0.00014727 0.000581546 -2.49675e-05 -0.000305737 0.000229949 0.000423071
internal_weight=0 0.0171709 0.0160959 0.0149022 0.0137771 0.0118272 0.0107941 0.00883186 0.00250806 0.0063238 0.0030093 0.0033145 0.00230428
internal_count=3121 3005 2526 2214 2119 1838 1535 892 240 652 260 392 341
is_linear=0
shrinkage=0.00170698


Tree=2707
num_leaves=11
num_cat=0
split_feature=1 42 52 0 2 151 3 52 12 4
split_gain=4.50112e-05 0.000117175 7.50762e-05 0.000107668 9.63104e-05 0.000112367 0.000106999 9.52964e-05 7.53713e-05 3.93224e-05
threshold=0.12500000000000003 0.091735000000000025 0.11434500000000002 -0.077999999999999986 0.089885000000000007 -0.0083949999999999979 -0.078934999999999991 -0.07167999999999998 0.095175000000000023 0.098655000000000007
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 -1 -7 -5 -2
right_child=9 -3 -4 8 5 7 -8 -9 -10 -11
leaf_value=-0.00588642964875624 0.0037354047172465819 -0.0039044782974351085 -0.00303269667478231 0.00097077539488146629 -0.002323303792419761 -5.2020154083942383e-05 -0.00023549295645520788 0.0056594776845784447 0.0053446895086289295 -3.5076141894424041e-05
leaf_weight=0.0010002956711167514 0.0010099750748590037 0.0014753742187859709 0.001178115880394375 0.0018545204964415659 0.0011614013734330192 0.0010337406717644722 0.0015874336129478577 0.0011088313140301606 0.0011809224184512503 0.001016193893416339
leaf_count=885 88 583 300 337 143 88 154 183 169 191
internal_value=0 -0.000341959 0.000178171 0.000601909 -0.000464833 0.0010664 -0.00241988 0.00290381 0.00267242 0.00184438
internal_weight=0 0.0115806 0.0101053 0.00892715 0.0058917 0.00330397 0.00258773 0.00214257 0.00303544 0.00202617
internal_count=3121 2842 2259 1959 1453 414 1039 271 506 279
is_linear=0
shrinkage=0.0135326


Tree=2708
num_leaves=14
num_cat=0
split_feature=484 43 42 40 48 4 42 43 16 150 43 4 0
split_gain=0.000128769 0.000109485 0.000153143 0.000190749 0.000170705 0.000225601 0.000133887 0.00018403 0.000162137 0.000112521 0.000118015 9.29966e-05 1.40728e-05
threshold=-0.0068949999999999992 0.21122500000000002 -0.11051499999999999 -0.026419999999999996 0.11951500000000001 0.27834500000000006 0.091735000000000025 -0.17390999999999998 0.22339500000000004 0.086730000000000015 -0.0037449999999999996 -1.0000000180025095e-35 -0.085754999999999984
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 10 -9 12 -12
right_child=1 -3 3 4 -6 -7 -8 8 -10 -11 11 -13 -14
leaf_value=-0.00063036991837312959 -0.00062719473145773474 -0.00055611959527076854 0.00075606391442227777 0.00082468900830945857 -0.0006566936115818704 0.0007471959220466429 -0.00053342593337745922 -0.00017518755000958479 -0.00064218142564688723 -0.00041827994337227908 0.0005217991531805276 4.5034266590367115e-05 0.00082882738242464596
leaf_weight=0.0011023328976824285 0.0010219561270377675 0.0010430286026982911 0.0014179667641066379 0.0010207834334706482 0.0010926782089260107 0.0016165748576201693 0.001370631786951136 0.0016789114608223655 0.0011733882194632722 0.0011368100107064238 0.0010387296955753911 0.0013341658052474408 0.0010006380970782047
leaf_count=503 147 185 262 65 61 190 370 636 216 157 102 82 145
internal_value=0 2.26004e-05 6.31031e-05 0.000113924 4.08665e-05 0.0001079 1.94675e-06 8.94764e-05 -1.24561e-05 0.00010693 0.000225104 0.000424317 0.000672446
internal_weight=0 0.0159463 0.0149032 0.0138813 0.0124633 0.0113706 0.00975406 0.00838343 0.00736264 0.00618926 0.00505245 0.00337353 0.00203937
internal_count=3121 2618 2433 2286 2024 1963 1773 1403 1338 1122 965 329 247
is_linear=0
shrinkage=0.00184769


Tree=2709
num_leaves=15
num_cat=0
split_feature=147 484 48 4 11 403 160 39 12 3 150 49 12 2
split_gain=0.000217694 0.000302336 0.000171208 0.000304154 0.000221317 0.00016291 0.00015735 0.000192423 0.00015581 0.000330944 0.000294615 0.000133268 0.000195782 0.000151288
threshold=0.089025000000000007 -0.0068949999999999992 0.12737000000000001 0.40473500000000007 1.0000000180025095e-35 0.085340000000000013 -0.082869999999999985 0.097050000000000011 0.10711000000000002 0.10299500000000002 0.08882000000000001 -0.053364999999999996 0.086915000000000006 0.089885000000000007
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 -8 13 -13
right_child=-2 2 -4 -5 -6 -7 7 -9 -10 -11 -12 12 -14 -15
leaf_value=-0.00093988332940847887 0.00074627512184516668 -0.00051123581012855936 -0.00069812606943209839 0.00074404676722436807 -0.00081878513161178911 -0.00063096653244578815 0.00083651476229038219 -0.00056072676164147807 -0.00037694492614841636 0.0011690310442383242 -0.00069189764143367453 8.8163591255815428e-05 -0.00023749057492659416 0.00087693008817428455
leaf_weight=0.0011138131705391427 0.0010718598623836685 0.0012237803810580669 0.0010074425274031176 0.0016717424417288075 0.001029739907149608 0.0010672456009184197 0.0011927283831756376 0.0010443240738586832 0.0011393422906790145 0.0011675766148822042 0.0010307570129153287 0.0015169182952022263 0.0019684708311496872 0.001434074245183492
leaf_count=492 124 387 71 230 152 239 103 56 106 74 85 261 655 86
internal_value=0 -6.19168e-05 -2.6296e-06 4.26139e-05 -4.22662e-05 2.02758e-05 7.95894e-05 0.000148488 0.000226865 0.000309645 0.000169171 0.000314382 0.00018779 0.000471475
internal_weight=0 0.017608 0.0164941 0.0154867 0.013815 0.0127852 0.011718 0.0104942 0.00944987 0.00831053 0.00714295 0.00611219 0.00491946 0.00295099
internal_count=3121 2997 2505 2434 2204 2052 1813 1426 1370 1264 1190 1105 1002 347
is_linear=0
shrinkage=0.00174112


Tree=2710
num_leaves=11
num_cat=0
split_feature=39 48 48 51 4 49 47 15 475 15
split_gain=4.23364e-05 8.8542e-05 0.000117107 0.000156267 9.52276e-05 0.000116951 0.000152521 0.000105718 0.000109161 3.11267e-05
threshold=0.091820000000000013 0.11951500000000001 0.093265000000000015 0.08955500000000001 -0.27825499999999997 -0.083629999999999996 1.0000000180025095e-35 0.079055000000000014 -1.0000000180025095e-35 -0.088429999999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 8 -7 -10
right_child=-2 -3 -4 -5 5 6 -8 -9 9 -11
leaf_value=-0.00259864625914936 0.0019052901908901817 -0.0036210672091588898 0.0034954526969367119 -0.0046181033089634565 -0.0029978406586671702 0.00045964597335599553 -0.0023625980061982282 -0.00026885805240117749 0.0065842031838811831 0.0037447072303570294
leaf_weight=0.0014993237174172483 0.0014760323216759857 0.0010297277069198875 0.0012707807302569868 0.0011145331754945963 0.0010424541858318941 0.0011335820022750766 0.0012711874688104419 0.0015747753607389353 0.0010202731906933126 0.0012289253091690021
leaf_count=159 205 91 211 276 128 315 190 992 276 278
internal_value=0 -0.000249567 6.16362e-05 -0.000379801 0.000158791 0.000727375 0.00135083 0.00230301 0.00350029 0.00503275
internal_weight=0 0.0121856 0.0111558 0.00988505 0.00877052 0.0072712 0.00622874 0.00495756 0.00338278 0.0022492
internal_count=3121 2916 2825 2614 2338 2179 2051 1861 869 554
is_linear=0
shrinkage=0.0120166


Tree=2711
num_leaves=10
num_cat=0
split_feature=14 1 42 52 457 49 42 12 4
split_gain=4.21501e-05 6.1069e-05 0.000129829 6.47446e-05 6.23795e-05 0.00017319 0.000129489 8.55437e-05 0.000124433
threshold=-0.10708499999999999 0.12811000000000003 0.091735000000000025 -0.088204999999999992 0.069910000000000014 -0.0020949999999999996 0.08623500000000002 0.084100000000000022 -1.0000000180025095e-35
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=-0.0025780403983071791 -0.00195440391217843 0.0027787041844717373 -0.0041572819243063915 -0.0044637119892899481 0.0036965658593917476 0.0058126081272005569 0.0058494144679703125 -0.0019573589399439315 -0.00094930576263546574
leaf_weight=0.0011647268395334693 0.001810102821476701 0.0016127117955895146 0.0014006598116087501 0.0011744804845896985 0.0013967791426204874 0.0010167170293094094 0.0010845802079874969 0.0017551528685236699 0.0011492425218213066
leaf_count=140 516 205 573 230 173 138 300 739 107
internal_value=0 0.000223289 -0.000158734 0.000437897 0.00100941 0.000402084 0.00154374 0.00035279 0.00222479
internal_weight=0 0.0124004 0.0107877 0.00938706 0.00757695 0.00618017 0.00500569 0.00392111 0.00216596
internal_count=3121 2981 2776 2203 1687 1514 1284 984 245
is_linear=0
shrinkage=0.0140794


Tree=2712
num_leaves=11
num_cat=0
split_feature=52 52 51 457 151 2 2 52 13 2
split_gain=3.86649e-05 0.000116247 8.10919e-05 6.29582e-05 8.45944e-05 0.000113851 0.000211554 0.000192257 0.000192077 0.000137864
threshold=-0.24456499999999998 -0.090859999999999982 -0.076794999999999988 0.045365000000000009 -0.0077149999999999988 0.10882500000000002 0.13093500000000002 0.10160000000000001 0.0076650000000000008 0.088745000000000004
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 7 -7 8 9 -6
right_child=1 2 3 -5 5 6 -8 -9 -10 -11
leaf_value=-0.0021658832976464365 0.0044971677865730149 -0.0038790405614723186 -0.00403787052465407 0.0030370844989771125 0.00023740669517537965 0.0073766502132586757 -0.0016663417990920464 -0.0060606420984514828 -0.0047272383964958135 0.0068367070567792896
leaf_weight=0.0015288055250753029 0.0012009730878556725 0.001115675190388161 0.0010675610896565728 0.0013907656515956103 0.001877557644407534 0.0011205360575847062 0.0010184794558275026 0.0011435926826658723 0.0010173977439921003 0.0010008895191334706
leaf_count=364 274 253 185 187 743 148 164 405 155 243
internal_value=0 0.000259611 -0.000213694 0.000210653 -0.000266051 0.000294884 0.00307088 -0.000883403 0.000636332 0.00253211
internal_weight=0 0.0119534 0.0107525 0.00963678 0.00824601 0.00717845 0.00213902 0.00503944 0.00389584 0.00287845
internal_count=3121 2757 2483 2230 2043 1858 312 1546 1141 986
is_linear=0
shrinkage=0.0143609


Tree=2713
num_leaves=14
num_cat=0
split_feature=14 11 157 3 124 160 151 133 16 13 16 15 15
split_gain=0.000230229 0.00018021 0.000190262 0.000211268 0.000157491 0.000180411 0.000265051 0.000384391 0.000288637 0.000281432 0.000168852 0.000164254 0.000115006
threshold=0.018475000000000002 0.087830000000000005 -0.08107499999999998 -0.13927999999999999 -0.043384999999999993 -1.0000000180025095e-35 -0.0083949999999999979 -1.0000000180025095e-35 0.22339500000000004 -0.076599999999999988 0.41553500000000004 -0.074054999999999996 -0.033689999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 12 -7 -8 9 -9 -10 -11 -6
right_child=-2 -3 3 4 5 6 7 8 10 11 -12 -13 -14
leaf_value=0.00079206239227448238 -0.00091895934168641311 -0.00073921438173673801 0.00068994656596345404 0.00059473672565948466 -0.0010527977068405159 -0.00066545906251406399 -0.00092107346609465659 0.0011631581996383897 -0.00088292337254049084 0.00063114183789186938 0.00022221181373632967 -0.00018851045172655934 -0.00016942448973550277
leaf_weight=0.0012732528478875621 0.0010002203083637187 0.0010608600928194703 0.0015577745320757416 0.0012472528881627707 0.0011224414928587482 0.001898084204380584 0.0011185102263187004 0.0017217767649274091 0.0010139056226978176 0.0017959724705672862 0.0010298147636002408 0.0018180677083020392 0.0010579396355591768
leaf_count=294 119 106 126 232 332 205 620 205 84 97 82 335 284
internal_value=0 2.89976e-05 7.79304e-05 1.8816e-05 -5.68124e-05 -0.000121429 -1.59871e-05 0.000129076 0.000288246 0.000523535 -0.000326054 0.00021881 -0.000624177
internal_weight=0 0.0177157 0.0166548 0.0153815 0.0138238 0.0125765 0.0103961 0.00849805 0.00737954 0.00533582 0.00204372 0.00361404 0.00218038
internal_count=3121 3002 2896 2602 2476 2244 1628 1423 803 637 166 432 616
is_linear=0
shrinkage=0.00192234


Tree=2714
num_leaves=10
num_cat=0
split_feature=1 52 15 15 52 16 13 2 160
split_gain=4.22065e-05 0.000132067 7.04965e-05 7.2654e-05 6.99457e-05 0.000101752 9.89705e-05 0.0001192 0.000131267
threshold=0.11323000000000001 0.11434500000000002 -0.018314999999999994 -0.10324499999999999 0.091275000000000009 -0.29154999999999992 0.0015850000000000003 0.084245000000000014 0.081905000000000019
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 5 -1 7 -7 -9
right_child=2 -3 -4 -5 -6 6 -8 8 -10
leaf_value=0.0027072062611712558 0.0020458154239745316 -0.0044110279780648857 0.0038304524679999134 -0.0021522489358198373 0.0028215786212736215 0.0021206785709526285 -0.0044196113707507543 -0.0041169194213022788 0.00077011014199858884
leaf_weight=0.0013426941347355901 0.0012836333789894468 0.0011078096615125986 0.0010335264383947171 0.0011967448134104774 0.0012059016523017219 0.0019113502027054119 0.0010626685003802712 0.0016869907053995918 0.0016173227160971061
leaf_count=155 247 404 67 152 211 511 352 831 191
internal_value=0 -0.000421953 0.00114097 2.03131e-05 7.86894e-05 -0.000355328 -0.00101029 -0.000315651 -0.00172492
internal_weight=0 0.00993474 0.0035139 0.00248038 0.00882693 0.00762103 0.00627833 0.00521566 0.00330431
internal_count=3121 2655 466 399 2251 2040 1885 1533 1022
is_linear=0
shrinkage=0.0122569


Tree=2715
num_leaves=9
num_cat=0
split_feature=484 160 133 151 4 42 0 4
split_gain=3.99544e-05 7.76682e-05 0.000144058 0.000102484 0.000174039 9.63728e-05 0.000112157 0.00013104
threshold=0.084040000000000017 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 0.24564500000000003 0.083995000000000014 -0.019414999999999998 0.033845000000000007
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=-0.0028986638419194691 0.0018955423396040864 -0.0041915480466543573 -0.0021160663064139513 0.00027490158033229299 0.0060865639484734002 0.0032039468746692256 0.0023250693566044347 -0.0054018039568135296
leaf_weight=0.0016455801560761657 0.0016288195886738016 0.0011467868056568844 0.0017520074351464942 0.0017086478575888179 0.001126804183539892 0.0016488845127807586 0.0015597333110426415 0.0011517140536095767
leaf_count=632 368 709 305 329 169 399 133 77
internal_value=0 -0.00027836 0.000148792 0.000705068 0.00139195 0.000520319 -0.00048079 -0.0020108
internal_weight=0 0.0117402 0.0100946 0.00894779 0.00719578 0.00606898 0.0044201 0.00286036
internal_count=3121 2753 2121 1412 1107 938 539 406
is_linear=0
shrinkage=0.0130072


Tree=2716
num_leaves=14
num_cat=0
split_feature=484 50 47 15 133 13 1 3 51 12 52 151 2
split_gain=0.000216399 0.000155715 0.000137094 0.000161589 0.000279515 0.000217557 0.000157642 0.00027618 0.000193216 0.000149277 0.000138999 0.000125566 0.000348633
threshold=-0.0068949999999999992 0.10030500000000002 0.13148500000000005 1.0000000180025095e-35 0.083950000000000011 0.0061450000000000003 1.0000000180025095e-35 0.097915000000000016 -0.090529999999999985 1.0000000180025095e-35 -0.07167999999999998 -0.033849999999999991 0.086590000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 5 -5 7 9 -8 -2 -10 -12 -13
right_child=1 -3 -4 4 -6 -7 8 -9 10 -11 11 12 -14
leaf_value=-0.00081629826724020254 -9.0945318478789677e-05 0.0007278835883925064 -0.00066350483746582746 -0.0010708503096980931 0.00043889169179196118 3.8563993123735149e-05 0.00096823753566692146 0.00057068933083956135 -0.0002861930452488772 -0.0011063767750847879 -0.00016119852427305494 -5.8887336559421114e-05 0.0012336803955186365
leaf_weight=0.001167650965922625 0.0010741675303123073 0.0011324421609682665 0.0011035735144730987 0.0016719637004443252 0.0013208035023116443 0.0010720040191434348 0.0013730726403873303 0.0011520883554112515 0.0017565459573674978 0.0010658524592440895 0.0012423587193888088 0.0016040869603161072 0.0014849782574224597
leaf_count=503 79 226 36 606 282 113 150 19 218 437 105 171 176
internal_value=0 3.91252e-05 -9.86391e-06 3.88164e-05 -0.00028769 -0.000637428 0.000162238 -0.000188159 0.000316847 -0.000596688 0.000169934 0.000354909 0.000562477
internal_weight=0 0.0170539 0.0159215 0.0148179 0.00406477 0.00274397 0.0107532 0.00329211 0.00746104 0.00214002 0.00608797 0.00433142 0.00308907
internal_count=3121 2618 2392 2356 1001 719 1355 535 820 516 670 452 347
is_linear=0
shrinkage=0.00192234


Tree=2717
num_leaves=15
num_cat=0
split_feature=1374 150 484 403 156 12 12 16 51 160 43 2 1 13
split_gain=0.000183983 0.000198161 0.000246185 0.00013022 0.00012569 0.000139997 0.000147141 0.000124734 0.000293286 0.000183539 0.000224428 0.000109069 0.000215425 7.9065e-06
threshold=-0.094929999999999987 0.094365000000000018 -1.0000000180025095e-35 0.090990000000000015 0.091335000000000013 0.11650500000000001 0.10097500000000002 -0.014034999999999997 0.081440000000000026 -0.072884999999999991 -0.16318499999999997 0.098035000000000011 0.094220000000000012 -0.077799999999999994
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 11 -9 -11 12 -4 -12
right_child=1 -3 3 -5 -6 -7 -8 9 -10 10 13 -13 -14 -15
leaf_value=-0.00076709740349148123 -0.00089826499280345096 0.00069141698803062111 -0.001113978860998552 -0.00061752758356071428 -0.00053676810804634484 -0.00051253222336170869 0.00074012744194562727 0.00087749273709687248 0.00070112310522683116 0.00071253465827319563 -0.00017875958798348746 2.4685254113170878e-08 5.2701174354863733e-05 -0.00041226200974617781
leaf_weight=0.0011003388298811414 0.0010889211145841014 0.0014631900842566282 0.00128228734548345 0.0010295515945234887 0.0010939662646248646 0.0011075058665695964 0.0014986072334015098 0.0015010709143990515 0.0012996350934635081 0.0012520586870348183 0.0010001179639265168 0.0020033265172223341 0.001000971484787525 0.0010619924169130539
leaf_count=55 496 213 643 231 199 98 165 157 210 36 118 181 111 208
internal_value=0 2.71647e-05 -3.27568e-05 2.95302e-05 7.67718e-05 0.000128372 0.000188019 0.000108473 -8.31394e-05 0.000330765 8.31386e-05 -0.000320917 -0.000602511 -0.000299014
internal_weight=0 0.0176832 0.01622 0.0151311 0.0141015 0.0130076 0.0119001 0.0104015 0.00558622 0.00481524 0.00331417 0.00428659 0.00228326 0.00206211
internal_count=3121 3066 2853 2357 2126 1927 1829 1664 1145 519 362 935 754 326
is_linear=0
shrinkage=0.00188464


Tree=2718
num_leaves=15
num_cat=0
split_feature=14 147 48 0 43 15 0 52 4 13 3 4 4 3
split_gain=0.000219921 0.000159388 0.000148877 0.000209988 0.000233234 0.000278958 0.000225351 0.000213545 0.000217233 0.000214111 0.000183572 0.000182041 0.000147416 0.000139282
threshold=0.054835000000000009 1.0000000180025095e-35 0.12879500000000002 -0.10607499999999999 -0.078654999999999989 -0.095869999999999983 -0.084269999999999984 0.11434500000000002 -0.49405499999999997 -0.094514999999999988 -0.10023499999999998 0.2623950000000001 0.08184000000000001 0.095270000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 11 -5 8 -8 -10 -11 -6 -12 -7
right_child=-2 -3 -4 6 5 13 7 -9 9 10 12 -13 -14 -15
leaf_value=0.001099991939594141 -0.00084564528750681644 0.00065221389548662594 -0.00062194481552606132 -0.00072081312920930292 -0.00079924265043892931 0.00013188835199331092 -0.0005290494608778853 -0.00072229561168521384 0.00097459391674917521 0.00060403101047152967 -0.00050112523858795012 0.00022518355573788478 0.00038011803585956004 0.0010583609139297443
leaf_weight=0.0010744384967500617 0.0010079253829677328 0.001348649213709553 0.0012481873347273817 0.0017584654562482977 0.001208446886990483 0.0010638448643671633 0.0013695525838034461 0.0011694911181236904 0.0012253204545612508 0.0015840754785384483 0.0017930525312000274 0.0011612847192011277 0.0010148423570418372 0.0011558610286881432
leaf_count=105 110 167 81 839 75 55 134 282 62 142 845 88 87 49
internal_value=0 4.10386e-05 -7.94628e-06 4.12482e-05 0.000325071 0.000143653 -0.000120887 8.45444e-06 0.000130771 0.000291642 0.000101104 -0.000297224 -0.000182622 0.000614328
internal_weight=0 0.0181755 0.0168269 0.0155787 0.00566388 0.00458944 0.0099148 0.00815633 0.00698684 0.00561729 0.00439197 0.00236973 0.00280789 0.00221971
internal_count=3121 3011 2844 2763 372 267 2391 1552 1270 1136 1074 163 932 104
is_linear=0
shrinkage=0.00184769


Tree=2719
num_leaves=11
num_cat=0
split_feature=11 124 3 0 3 1 2 2 15 52
split_gain=4.40794e-05 5.51195e-05 6.70145e-05 8.17835e-05 0.000145676 8.62495e-05 0.000108669 7.58165e-05 5.76761e-05 1.44266e-06
threshold=0.081790000000000015 -0.043384999999999993 -0.12018999999999998 -0.053834999999999994 0.10542000000000001 0.11323000000000001 0.092365000000000017 0.08839000000000001 -1.0000000180025095e-35 -0.049749999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 7 8 -4 -8
right_child=-2 2 3 4 -6 -7 9 -9 -10 -11
leaf_value=0.0032950281778252478 -0.0028578695105879147 0.0025117404811048102 -0.0028421042177702882 -0.006962530738756011 0.00039057185300818892 0.0028076475994311982 -0.0030131192003125173 0.004128866238756892 0.001533556807903269 -0.0037837963051955787
leaf_weight=0.0010957755146277998 0.0010404704229992475 0.0017462675849916664 0.0011840506256314868 0.0010180448564369553 0.001223444254573991 0.0019133665161059285 0.0010015264467213938 0.0010036200810004132 0.0013070755458935233 0.0010022351724572735
leaf_count=255 175 176 437 207 69 208 173 294 724 403
internal_value=0 0.000218611 -7.71056e-05 -0.000545421 -0.00294908 0.00018149 -0.000732359 0.000796365 -0.000546227 -0.00339859
internal_weight=0 0.0124954 0.0113996 0.00965336 0.00224149 0.00741187 0.00549851 0.00349475 0.00249113 0.00200376
internal_count=3121 2946 2691 2515 276 2239 2031 1455 1161 576
is_linear=0
shrinkage=0.0143609


Tree=2720
num_leaves=14
num_cat=0
split_feature=14 484 52 157 50 133 133 3 12 16 2 1 0
split_gain=0.000228243 0.000173211 0.000177424 0.000276435 0.000167044 0.000145483 0.00025645 0.000270249 0.000137576 0.000210159 0.000175341 0.000105285 0.000192436
threshold=0.018475000000000002 -0.0068949999999999992 -0.40306999999999998 -0.08107499999999998 0.10030500000000002 0.10622000000000002 0.083950000000000011 -0.13927999999999999 0.051320000000000005 0.051380000000000002 0.086885000000000004 0.11061500000000002 -0.23051499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 7 -5 9 11 -10 12 -9
right_child=-2 2 3 4 -6 -7 -8 8 10 -11 -12 -13 -14
leaf_value=-0.00063432068754088486 -0.00081007927876000456 -0.00058581972802633714 0.00098296396520468625 0.00062643623889431879 0.00072694997298402187 -0.00062074520610359374 0.0006857524110934262 0.00055855265821067599 -0.00082620217621924205 0.00067361463771178996 -4.2859257433233724e-05 -0.00056940379508420866 -0.00034540605920057292
leaf_weight=0.0010853885780417278 0.0010097937426529471 0.0011153230674188939 0.001008264803700836 0.0014909802668737525 0.0010045466469478263 0.0010009186286834637 0.0016286078720264665 0.0011476503930740733 0.0016556683878082568 0.0011026257072929493 0.0016748525212543445 0.0012909327880113262 0.0017065634549045181
leaf_count=479 119 281 181 99 187 280 249 54 499 74 339 140 140
internal_value=0 2.53389e-05 7.05774e-05 0.00012034 5.68704e-05 3.8633e-06 5.73074e-05 -4.43376e-05 -0.000160924 1.12902e-05 -0.000432275 -0.000164891 1.80666e-05
internal_weight=0 0.0169123 0.0158269 0.0147116 0.0137033 0.0126988 0.0116979 0.0100693 0.00857829 0.00524777 0.00333052 0.00414515 0.00285421
internal_count=3121 3002 2523 2242 2061 1874 1594 1345 1246 408 838 334 194
is_linear=0
shrinkage=0.00170698


Tree=2721
num_leaves=16
num_cat=0
split_feature=147 484 457 1 12 156 160 11 457 47 0 13 43 4 12
split_gain=0.000206413 0.000199469 0.0002299 0.000150359 0.000132446 0.000187956 0.00013437 0.00017247 0.000230728 0.000184538 0.000166739 0.000153318 0.000204284 0.000128309 6.12515e-05
threshold=0.089025000000000007 -0.0068949999999999992 0.10378500000000002 0.13559000000000002 0.11650500000000001 0.091255000000000017 -0.091944999999999985 0.074925000000000005 -0.0029299999999999994 0.10323000000000002 -0.11013499999999998 -0.076384999999999995 -0.16318499999999997 0.056795000000000005 0.089505000000000015
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 8 -8 10 13 14 -13 -10 -12
right_child=-2 2 -4 -5 -6 -7 7 -9 9 -11 11 12 -14 -15 -16
leaf_value=-0.00079094655094161541 0.00072157408011915198 -0.00048224800741831185 -0.00079966977469961243 0.00064532434070530985 -0.00060156687578066434 -0.00064660470202288758 -0.00055462525407896728 -0.0004236525579751252 0.0010633043557708348 0.0010214191388627555 0.00017032928115950265 0.00039397950840843859 -0.00054798120199707988 0.00020235793304062809 0.00074698301900135355
leaf_weight=0.0011190662470383179 0.0011180529206009917 0.001128189394000413 0.0011050461394335178 0.0011898099706497091 0.0011077021752038231 0.0011580999492555076 0.0010208004512481965 0.0013931071223949312 0.0011493552870417449 0.0010896459994358156 0.0013859690033628104 0.0011755584867434478 0.0018994505785763917 0.0010399604988431815 0.0010002204505759754
leaf_count=492 124 333 54 157 87 207 106 104 69 79 284 78 784 70 93
internal_value=0 -6.48896e-05 -1.66494e-05 3.83309e-05 -1.13119e-05 3.73346e-05 0.000101824 0.0001609 0.000244329 0.000337642 0.000240253 7.42514e-05 -0.000187875 0.000654341 0.000412046
internal_weight=0 0.017962 0.0168429 0.0157379 0.0145481 0.0134404 0.0122823 0.0111541 0.00976096 0.00874016 0.00765051 0.0054612 0.00307501 0.00218932 0.00238619
internal_count=3121 2997 2505 2451 2294 2207 2000 1667 1563 1457 1378 1239 862 139 377
is_linear=0
shrinkage=0.00177594


Tree=2722
num_leaves=11
num_cat=0
split_feature=2 2 52 15 15 43 150 52 52 13
split_gain=4.56541e-05 4.75191e-05 0.000110566 8.65559e-05 0.000153239 8.1774e-05 8.11588e-05 7.23377e-05 9.52167e-05 3.06015e-05
threshold=-1.0000000180025095e-35 0.099185000000000009 -0.088204999999999992 -0.095869999999999983 -0.031204999999999997 -0.0037449999999999996 0.083095000000000016 -0.013374999999999998 0.10744000000000002 -0.076599999999999988
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 7 -3 9 -9
right_child=1 6 3 4 5 -7 -8 8 -10 -11
leaf_value=0.0025223631892941295 -0.0035643580649708812 0.0025303785180037647 -0.0030059639233274197 0.0047418517675637617 -0.0025835720578743226 0.0016857734871498524 0.0036016687913362432 -0.0012422665865649309 0.0015347287590212573 -0.0043305989418696809
leaf_weight=0.0010219628147109588 0.0018204598009867899 0.0011807050355504599 0.001146078766191559 0.0011500502482792068 0.0015635122521847459 0.0012714678971526324 0.0011430941325468041 0.0010019676879046615 0.0013209426079079743 0.0010039787679896814
leaf_count=199 379 337 193 263 799 369 159 86 184 153
internal_value=0 -0.000225125 -0.000917277 2.18777e-05 0.000892673 -0.000668802 0.000626371 -0.000128144 -0.00107165 -0.00278798
internal_weight=0 0.0126023 0.00695157 0.00513111 0.00398503 0.00283498 0.00565069 0.00450759 0.00332689 0.00200595
internal_count=3121 2922 2003 1624 1431 1168 919 760 423 239
is_linear=0
shrinkage=0.0125021


Tree=2723
num_leaves=14
num_cat=0
split_feature=14 123 4 0 157 48 1 2 15 1 16 1 1
split_gain=0.000304255 0.000197195 0.000230318 0.000239322 0.000310421 0.000272341 0.000336783 0.000261837 0.000213326 0.000180578 0.000286531 0.000111133 7.68172e-05
threshold=0.054835000000000009 1.0000000180025095e-35 -0.49405499999999997 0.041630000000000007 -0.08107499999999998 0.12649500000000002 1.0000000180025095e-35 0.11548000000000001 0.083935000000000023 0.12958500000000003 -0.056919999999999991 0.090840000000000018 0.10439500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 8 9 -6 10 11 -8 -13
right_child=-2 -3 3 -5 5 -7 7 -9 -10 -11 -12 12 -14
leaf_value=-0.00068487942759860236 -0.00090588288710889849 0.00059275516025950406 0.00082453659219399941 0.00061925175984280469 -0.0010705685228250327 -0.00088790855901204496 0.00040369002217359142 0.00074935300575343442 -8.7016943141545407e-05 0.00055085149191237909 -0.00070797675760963814 -0.00043140049012961037 0.00010714821981377249
leaf_weight=0.0013570503045564853 0.0010284511863030135 0.0015903024705939363 0.0010786791608542066 0.0017391963636907799 0.0012514137642100605 0.0011483080140596491 0.0018665814469671646 0.0015026056836986443 0.0012193999648206465 0.0013308406597509828 0.001740799924837117 0.0012598700733423007 0.0018037312326364408
leaf_count=141 110 257 259 106 645 62 166 146 680 54 278 138 79
internal_value=0 2.88076e-05 -2.30379e-05 3.33029e-05 -3.8452e-05 -0.000109385 -3.47319e-05 0.000108361 -0.000585165 -1.20063e-05 -0.000124295 8.17978e-05 -0.000114324
internal_weight=0 0.0188888 0.0172985 0.0159414 0.0142022 0.0131236 0.0119752 0.00950443 0.00247081 0.00800182 0.00667098 0.00493018 0.0030636
internal_count=3121 3011 2754 2613 2507 2248 2186 861 1325 715 661 383 217
is_linear=0
shrinkage=0.00167351


Tree=2724
num_leaves=16
num_cat=0
split_feature=124 147 123 484 4 48 4 15 150 403 52 43 0 42 15
split_gain=0.000409677 0.000258518 0.000254134 0.000313254 0.000274326 0.000197584 0.000181589 0.00024305 0.000237574 0.000206936 0.000183374 0.000170674 0.000145231 0.000114481 6.29297e-05
threshold=0.10195500000000002 0.089025000000000007 1.0000000180025095e-35 -1.0000000180025095e-35 -0.49405499999999997 0.11951500000000001 0.40473500000000007 -0.11713499999999999 0.089910000000000018 -1.0000000180025095e-35 -0.15275999999999998 -0.072864999999999985 -0.10096999999999999 0.088200000000000014 -0.015039999999999998
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 -6 9 -9 -11 13 14 -12 -13
right_child=-2 -3 -4 4 5 -7 -8 8 -10 10 11 12 -14 -15 -16
leaf_value=-0.0010342107740759761 0.0010102636488313677 0.00070840560722551299 0.00054060261507573118 -0.00091026489900418851 -0.00080816416960282213 -0.00069857899012665519 0.00055579161258134321 -0.00056047379585845815 -0.00060584282579622122 -0.00043496527718286151 0.00036105408206661552 0.00011779401976748573 -0.00023078954155806441 0.0010644546328765203 0.00066977132955806486
leaf_weight=0.0010656592839376677 0.0010004148747877742 0.0010890293723669888 0.0014585249071493714 0.0010807982191497782 0.0010677815045255475 0.0011676963825730758 0.0014378568884051987 0.0010772565964846459 0.0014337540409401087 0.0010403814040570326 0.0016179117875775081 0.001154298569391754 0.001935326872259213 0.0010127260378398218 0.0010726678453319176
leaf_count=489 42 123 226 112 142 64 149 623 154 211 193 54 377 115 47
internal_value=0 -6.73652e-05 -0.000115306 -0.00017449 -0.00011381 -5.24012e-05 6.31796e-06 -6.29124e-05 1.40154e-05 0.000113754 0.000206475 0.000304716 9.79648e-05 0.000631845 0.000383666
internal_weight=0 0.0187117 0.0176226 0.0161641 0.0150985 0.0140177 0.01285 0.0114121 0.0103443 0.00891057 0.00783331 0.00679293 0.00416229 0.00263064 0.00222697
internal_count=3121 3079 2956 2730 2241 2129 2065 1916 1774 1620 997 786 478 308 101
is_linear=0
shrinkage=0.0016407


Tree=2725
num_leaves=16
num_cat=0
split_feature=484 1 12 3 2 52 12 133 52 4 47 1374 0 43 2
split_gain=0.000248747 0.000152289 0.000268744 0.000182571 0.000155955 0.000196717 0.000285044 0.000166591 0.000141778 0.000232421 0.000268859 0.000175551 0.000178698 0.000173854 6.99144e-05
threshold=-0.0068949999999999992 0.12811000000000003 0.11650500000000001 0.11296500000000002 0.12358500000000001 0.11434500000000002 0.10097500000000002 0.091410000000000005 0.077655000000000016 -0.033174999999999989 0.092530000000000015 -0.08070999999999999 -0.17169499999999996 -0.0030899999999999994 0.091055000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 5 6 7 8 9 13 11 -11 -13 -2 -14
right_child=1 3 -4 -5 -6 -7 -8 -9 -10 10 -12 12 14 -15 -16
leaf_value=-0.00076872888172949615 -6.40663643307127e-05 0.00088244909879566164 -0.00090835674563962939 -7.7327706440875402e-05 0.00070398662367607149 -0.0006718262014395464 0.00092266550414269941 -0.00071056826087498228 0.00056089581894186056 -0.00032299638111634251 -0.00061740380106274227 0.0010612911345928764 0.00048829235150877487 -0.00099497288590711178 -0.00010465320517221153
leaf_weight=0.0013009132539580559 0.0013551233597125373 0.0013578910926590844 0.0010268504622800096 0.001158331836752069 0.0010127303611097158 0.0013123239648947125 0.0010802525756270142 0.0010375965095675089 0.0014010025726588571 0.0010289111537133975 0.0011816968698361574 0.0012279741850891373 0.0014842388235432125 0.0011869931643767725 0.0010861496394810877
leaf_count=503 207 128 88 115 102 323 146 279 379 50 85 56 240 224 196
internal_value=0 3.55134e-05 -3.05837e-05 0.00044062 3.20312e-05 -1.88204e-05 5.21787e-05 -3.33875e-05 3.72148e-05 -4.85846e-05 0.000141853 0.000327716 0.000503983 -0.000498736 0.000237736
internal_weight=0 0.0179381 0.0154218 0.00251622 0.014395 0.0133823 0.0120699 0.0109897 0.00995209 0.00855109 0.00600897 0.00482727 0.00379836 0.00254212 0.00257039
internal_count=3121 2618 2375 243 2287 2185 1862 1716 1437 1058 627 542 492 431 436
is_linear=0
shrinkage=0.00177594


Tree=2726
num_leaves=16
num_cat=0
split_feature=14 484 475 50 48 0 0 43 15 43 43 15 12 15 43
split_gain=0.000280302 0.000190187 0.000172746 0.000192752 0.000151723 0.000182666 0.000348215 0.000156739 0.000155711 0.000170948 0.000194852 0.000136316 0.00013626 0.000103533 5.99002e-05
threshold=0.054835000000000009 -0.0068949999999999992 -0.051009999999999993 0.099450000000000011 0.12474000000000002 -0.10607499999999999 -0.077999999999999986 -0.04890499999999999 -0.0096849999999999974 -0.15582499999999996 0.07827000000000002 -0.095869999999999983 0.086915000000000006 -0.15026499999999995 -0.080554999999999974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 7 12 -4 14 -10 -11 13 -7 -9 -8
right_child=-2 2 3 -5 -6 6 8 11 9 10 -12 -13 -14 -15 -16
leaf_value=-0.00067870959030687369 -0.00094819796582830504 0.00069906560157666469 0.00091896061607823262 0.00073510282087129299 -0.00070605598986957273 -0.00034477910559508809 0.00018716734056006018 0.00022174272689766988 0.00041644898838699885 -0.00087957165037699109 7.4508498299134701e-05 0.00047272600406921223 -0.0012233591690289118 -0.00058771492223889607 0.00080798964277528336
leaf_weight=0.0011469585364546507 0.0010023196903644607 0.0013747462952881434 0.0010475296505832316 0.0011766140223320514 0.0010054367010630125 0.0013116887356978239 0.0010247100996835859 0.0010155152857505012 0.0013470263094406409 0.0013094576548365244 0.0015151867301781974 0.0019820221005817902 0.0010373459981069958 0.0010594071159532176 0.0010152476373269798
leaf_count=479 110 315 98 196 56 395 118 67 44 289 54 118 551 65 166
internal_value=0 3.55319e-05 8.30995e-05 2.96643e-05 -2.69135e-05 2.30556e-05 -0.000138668 0.00029428 8.60003e-05 -0.000114558 -0.000367787 0.000132984 -0.000732765 -0.000191548 0.000496139
internal_weight=0 0.0183689 0.0172219 0.0158472 0.0146706 0.0136651 0.00856066 0.00510447 0.00621163 0.00417167 0.00282464 0.00405694 0.00234903 0.00207492 0.00203996
internal_count=3121 3011 2532 2217 2021 1965 1617 348 671 387 343 250 946 132 284
is_linear=0
shrinkage=0.00181146


Tree=2727
num_leaves=10
num_cat=0
split_feature=48 4 42 43 13 0 0 49 1
split_gain=5.86991e-05 9.752e-05 7.347e-05 7.77958e-05 0.000134403 0.000116827 0.000169213 0.000158806 0.000145333
threshold=0.12737000000000001 0.40473500000000007 0.091735000000000025 0.12450000000000001 -0.13710499999999998 -0.019414999999999998 -0.082974999999999979 -0.069799999999999987 0.094465000000000007
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=-0.004219763928827603 -0.0031709062739003289 0.0034464045333118453 -0.0030069908688635915 0.0035781616632947688 -0.003010863736512492 0.0038059885002641471 -0.0043604957849228687 0.00010528523152936813 0.0059984547184216306
leaf_weight=0.0013062202482221376 0.0010081280617094878 0.0015140029135603502 0.0014935504851305596 0.001116167050951254 0.0013165775060545171 0.0015402372201330766 0.0014691228849507054 0.001819494578791366 0.0013240317580287542
leaf_count=122 96 285 539 167 148 203 630 841 90
internal_value=0 0.000219728 -0.000209348 0.000213062 -0.00021494 0.000485402 -0.000377187 0.000934883 0.00258745
internal_weight=0 0.0128994 0.0113854 0.00989185 0.00877568 0.00746946 0.00592923 0.0044601 0.00314353
internal_count=3121 3025 2740 2201 2034 1912 1709 1079 931
is_linear=0
shrinkage=0.0135326


Tree=2728
num_leaves=16
num_cat=0
split_feature=147 484 457 1 12 156 52 43 0 47 2 16 2 2 16
split_gain=0.000243089 0.000226733 0.000196477 0.000179168 0.000167569 0.000219858 0.000164271 0.000241339 0.000247943 0.000248635 0.000226195 0.0002125 0.000209224 0.000156739 0.000112494
threshold=0.089025000000000007 -0.0068949999999999992 0.10378500000000002 0.13559000000000002 0.11650500000000001 0.091255000000000017 -0.057699999999999994 -0.14968999999999996 -0.083914999999999976 0.092710000000000015 0.097070000000000004 -0.27167499999999994 0.08622500000000001 0.098260000000000014 -0.088159999999999988
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 10 -8 9 11 12 -9 -3 -10 -13
right_child=-2 2 -4 -5 -6 -7 7 8 13 -11 -12 14 -14 -15 -16
leaf_value=-0.00087234922516574924 0.00082700752492654965 0.00065061734237140231 -0.00079050066484045946 0.00070602164467382944 -0.00069363348376819123 -0.00073859335056205601 0.0005634687370109705 -0.00024254663959936171 -0.0011339201843710001 -0.00068435367484464508 0.0010971852387440283 0.0011188026841598448 -0.00042946633064802636 -0.00017835600229673896 0.00026928508843881966
leaf_weight=0.0011066910709636472 0.0011147544040207282 0.0012429062652052391 0.0010337882506428189 0.0012718427321073275 0.0011511665520446005 0.0011353285628963048 0.0018842791465350497 0.0014525064776460478 0.0012115266036545665 0.0011512351796257037 0.0012018781402346329 0.0010156516444555723 0.0012067720995549147 0.0011350598898771866 0.0011179003180048681
leaf_count=492 124 158 54 157 87 207 125 121 564 87 193 253 133 126 240
internal_value=0 -6.16827e-05 -9.5583e-06 4.03444e-05 -1.64532e-05 4.02204e-05 0.000110286 -2.42292e-05 -0.000180554 6.27352e-05 0.000440654 0.000302574 0.000118541 -0.000671707 0.000673688
internal_weight=0 0.0183185 0.0172118 0.0161781 0.0149062 0.013755 0.0126197 0.00896816 0.00708388 0.00473729 0.00365156 0.00358606 0.00244968 0.00234659 0.00213355
internal_count=3121 2997 2505 2451 2294 2207 2000 1516 1391 701 484 614 291 690 493
is_linear=0
shrinkage=0.00184769


Tree=2729
num_leaves=11
num_cat=0
split_feature=1 14 0 0 16 15 49 4 133 1
split_gain=5.3154e-05 9.34416e-05 6.15416e-05 0.000145898 0.000129007 0.000122985 0.000182313 7.49787e-05 0.000101841 0.000110395
threshold=0.13842500000000005 -1.0000000180025095e-35 -0.10607499999999999 -0.084269999999999984 -0.013324999999999998 -0.10653 -0.043469999999999995 -0.49405499999999997 0.083950000000000011 0.088485000000000022
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3 -7 -5 9 -9
right_child=-2 2 3 7 -6 6 -8 8 -10 -11
leaf_value=-0.0042417627674720976 0.0032774351830029236 0.0036851623326148988 -0.0052443972710974748 -0.0030545013736271885 0.0057345153615537079 0.0014716758258518346 -0.0065772779447161199 0.0021048062096821365 0.0049591043942757481 -0.0038718536597269187
leaf_weight=0.0012076080404035015 0.0010080598494680978 0.0013726040270901872 0.0013342108998925595 0.0011621369926037486 0.0011594472093416491 0.0015242330693149911 0.0010686622210496211 0.0017436170516533459 0.0011743044810795644 0.0011416565328323707
leaf_count=118 144 145 865 154 98 120 112 486 528 351
internal_value=0 -0.000285115 0.000123937 -0.000834929 0.00135054 6.87321e-05 -0.0018457 0.000291743 0.00124967 -0.000260062
internal_weight=0 0.0128885 0.0116809 0.00655593 0.00512495 0.0039655 0.0025929 0.00522172 0.00405958 0.00288527
internal_count=3121 2977 2859 2384 475 377 232 1519 1365 837
is_linear=0
shrinkage=0.0149411


Tree=2730
num_leaves=14
num_cat=0
split_feature=484 50 47 52 4 3 52 42 49 1 42 1 3
split_gain=0.000160464 0.000122361 0.000153403 0.000196893 0.000184556 0.000162566 0.000159104 0.000128948 0.000218216 0.000166772 0.000270422 0.000151145 8.74171e-05
threshold=-0.0068949999999999992 0.10030500000000002 0.13148500000000005 0.11434500000000002 0.24564500000000003 -0.0049599999999999991 0.10024500000000001 -0.085874999999999993 -0.048674999999999989 0.085345000000000018 0.084050000000000014 0.090740000000000015 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 7 -2 11 10 -10 -9 -11
right_child=1 -3 -4 -5 5 -7 -8 8 9 12 -12 -13 -14
leaf_value=-0.00065162099064515954 -0.00061361685166363121 0.00059813231317213441 -0.00065735242413201829 -0.00061980647844722453 0.00098868862066581967 8.1201987214490451e-05 0.00062992029692043947 5.8252122480181661e-05 0.00056477070875472616 -0.00022228974934074825 -0.00056836567585963544 0.0009093738407628363 -0.00084663420155212457
leaf_weight=0.0011670315956610602 0.001217681971301691 0.001114051692109058 0.0010783546644168593 0.0013097793459692945 0.0012524313296003431 0.0012380410724610841 0.0011336188207708977 0.0015419905797972085 0.0016827109536873899 0.0016360222640342016 0.001097495576313048 0.0011479809122981743 0.0012459790024701434
leaf_count=503 318 226 36 283 151 156 103 100 350 330 339 146 80
internal_value=0 2.95369e-05 -1.11152e-05 3.69327e-05 0.000102128 0.000537567 8.10483e-07 -7.37121e-05 5.00177e-06 -0.000192856 0.000117461 0.00042148 -0.000492213
internal_weight=0 0.0166961 0.0155821 0.0145037 0.013194 0.00249047 0.0107035 0.00956986 0.00835218 0.00566221 0.00278021 0.00268997 0.002882
internal_count=3121 2618 2392 2356 2073 307 1766 1663 1345 1099 689 246 410
is_linear=0
shrinkage=0.00177594


Tree=2731
num_leaves=14
num_cat=0
split_feature=484 403 48 4 11 0 0 16 0 0 0 48 4
split_gain=0.000174307 0.00011911 0.00014445 0.000198241 0.000289362 0.00011134 0.000191447 0.000174668 0.000166567 0.000145756 0.000144779 0.000207553 5.34416e-05
threshold=-0.0068949999999999992 0.090990000000000015 0.12737000000000001 0.40473500000000007 1.0000000180025095e-35 0.062580000000000011 -0.10096999999999999 -0.014754999999999999 -0.077809999999999976 -0.053834999999999994 -0.11756999999999999 0.081805000000000017 -0.49013999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 10 -8 -10 11 -2 -7
right_child=1 -3 -4 -5 -6 12 8 -9 9 -11 -12 -13 -14
leaf_value=-0.00074569852164268851 -0.00083649821815282607 -0.00059160002004660084 -0.00060489679417125486 0.00075298073540411021 -0.00095017919161346674 0.00019988450179284818 -0.00081091995007289027 0.00092073069158025707 0.00048553837186771456 -0.00034122715063148379 0.00065263010231148141 0.00024642933623117143 0.00080684623553328792
leaf_weight=0.0011441214379923443 0.0010179305277950301 0.0010683663678426351 0.0010863410063324764 0.0016332727743877161 0.0010016925261066576 0.0010119339538434708 0.0013617100551272078 0.0012389868494847552 0.0013111811067823848 0.0019747911246645634 0.0012117881638360542 0.0018294018354760855 0.0011399338578599863
leaf_count=503 66 234 73 253 153 34 955 86 357 194 72 90 51
internal_value=0 2.96299e-05 7.15859e-05 0.000121468 4.27286e-05 0.000124942 3.91605e-05 0.000288961 -0.000245598 -1.1328e-05 9.6122e-05 -0.000140721 0.000521417
internal_weight=0 0.0168873 0.015819 0.0147326 0.0130994 0.0120977 0.00994579 0.00529811 0.00464768 0.00328597 0.00405912 0.00284733 0.00215187
internal_count=3121 2618 2384 2311 2058 1905 1820 314 1506 551 228 156 85
is_linear=0
shrinkage=0.00192234


Tree=2732
num_leaves=15
num_cat=0
split_feature=1213 11 484 1374 51 15 13 16 42 13 160 43 13 13
split_gain=0.000549571 0.00022513 0.000207664 0.000189008 0.000205427 0.000416285 0.000148318 0.000334575 0.000226257 0.000212852 0.000146364 0.00018348 0.000115416 8.48936e-05
threshold=-1.0000000180025095e-35 0.088215000000000002 -0.0068949999999999992 -0.094929999999999987 0.078435000000000019 -0.094549999999999981 -0.084034999999999985 -0.079109999999999986 0.083995000000000014 -0.036034999999999991 -0.081639999999999976 -0.17390999999999998 -0.47860499999999995 0.090705000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 6 -6 8 13 12 -9 -11 -12 -5 -8
right_child=1 -3 3 4 5 -7 7 9 -10 10 11 -13 -14 -15
leaf_value=-0.0011301107894341144 -0.00056310432542513067 -0.00067007547987082169 -0.00053294795191187396 0.00033711068047079327 0.001355013130868956 4.3544121157414039e-05 -0.00070890099071746482 -0.00045952360601155147 0.00075290042600053761 0.00078123810017411354 0.00055045536809362745 -0.00016952647341991455 -0.00034425577931280132 -0.00013097456721977062
leaf_weight=0.0010497809694200331 0.0011483944957564668 0.0010400192234122077 0.0010020151442420291 0.0013389611978258387 0.0010317190497067946 0.0014448244061417608 0.0016558491595077187 0.0010493261146295105 0.0018310826092870092 0.0012800792200902671 0.0016197473183418316 0.0019279902438584613 0.0011485946080028739 0.0010223821168831486
leaf_count=491 475 112 55 68 63 241 415 344 216 92 52 308 113 76
internal_value=0 4.27587e-05 8.51199e-05 0.000130643 0.000173959 0.000589897 9.39459e-05 -2.63144e-05 0.000332186 0.000184207 0.000324122 0.000159187 2.24991e-05 -0.000488285
internal_weight=0 0.018541 0.017501 0.0163526 0.0153506 0.00247654 0.012874 0.00855537 0.00431864 0.00587714 0.00482782 0.00354774 0.00248756 0.00267823
internal_count=3121 2630 2518 2043 1988 304 1684 1287 397 796 452 360 181 491
is_linear=0
shrinkage=0.00157699


Tree=2733
num_leaves=15
num_cat=0
split_feature=484 403 1374 457 1 52 52 160 13 42 2 2 15 39
split_gain=0.000153224 0.000131408 0.000128462 0.000136395 0.000159049 0.000157229 0.000258166 0.000131641 0.000233015 0.000259641 0.000216849 0.000134804 8.5034e-05 3.34354e-05
threshold=-0.0068949999999999992 0.090990000000000015 -0.08070999999999999 0.087855000000000003 0.12811000000000003 0.11434500000000002 0.095415000000000014 -0.081639999999999976 -0.084034999999999985 0.083935000000000023 0.083215000000000011 0.097845000000000015 -0.094549999999999981 0.0046100000000000004
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 -4 11 10 -10 -9 -12 -6
right_child=1 -3 3 -5 13 -7 -8 8 9 -11 12 -13 -14 -15
leaf_value=-0.00064177018052345507 -0.00052230865625123497 -0.00059047907329198249 0.00049999269151426446 0.00073169416530352062 0.00073407430990340495 -0.00058865561493403142 0.00088115980926807308 -5.1085741349188428e-05 0.00035655271900525854 -0.001131738859145442 -9.4456719491891513e-05 0.00074129856387092374 -0.00076533444813472573 0.00028376461611357508
leaf_weight=0.0011569564857525144 0.0010877843348002748 0.0010225094885700425 0.0012312981218977519 0.0010351922309535392 0.0010681454638339916 0.0013473957355126616 0.0010722860913336971 0.0015646600394316748 0.0016320811560200004 0.0010586627477675269 0.0010372067176117675 0.0011938136680078593 0.0014004766146500196 0.0010134749237235207
leaf_count=503 58 234 160 97 102 342 104 209 220 301 122 93 472 104
internal_value=0 2.64584e-05 6.65298e-05 0.000110238 6.30023e-05 -1.85153e-05 5.68692e-05 -4.00661e-05 -0.00012438 -0.000348257 -0.000144451 0.000291843 -0.000479884 0.000514833
internal_weight=0 0.016765 0.0157425 0.0146547 0.0136195 0.0115379 0.0101905 0.0091182 0.0078869 0.00512843 0.00406976 0.00275847 0.00243768 0.00208162
internal_count=3121 2618 2384 2326 2229 2023 1681 1577 1417 1115 814 302 594 206
is_linear=0
shrinkage=0.00177594


Tree=2734
num_leaves=11
num_cat=0
split_feature=484 1 42 43 2 3 12 160 16 3
split_gain=7.68016e-05 6.15388e-05 0.000128088 8.84194e-05 0.000110369 0.000158356 0.0001134 9.21196e-05 0.000150464 8.22643e-05
threshold=-1.0000000180025095e-35 0.12811000000000003 0.091735000000000025 -0.16318499999999997 0.099185000000000009 0.076840000000000006 0.090545000000000014 0.083670000000000008 -0.083539999999999989 0.13524500000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 7 8 -5 -7
right_child=1 -3 -4 4 5 9 -8 -9 -10 -11
leaf_value=-0.0032975177161045262 0.003477344252922608 0.0023050590705382249 -0.0034473555434979416 0.0042083247606641838 0.0057435927880748342 -0.0018899277015982808 -0.0048707328250297164 -0.003146493316048847 -0.0014957412062998284 0.0026683497106831326
leaf_weight=0.0010020050721578086 0.0012244740471459457 0.0018343450979795223 0.0015023690691689491 0.0012032897216999769 0.0010032828888883304 0.0014600456419953112 0.0010118155368772147 0.0011895040561501341 0.0016438826508869526 0.0010036952770992036
leaf_count=515 128 243 483 354 326 91 270 137 522 52
internal_value=0 0.000223468 -0.000116172 0.000397655 -4.51835e-05 0.00163866 -0.00120155 -0.000281855 0.000914947 -3.29461e-05
internal_weight=0 0.0130767 0.0112424 0.00973999 0.00851552 0.00346702 0.00504849 0.00403668 0.00284717 0.00246374
internal_count=3121 2606 2363 1880 1752 469 1283 1013 876 143
is_linear=0
shrinkage=0.0122569


Tree=2735
num_leaves=16
num_cat=0
split_feature=1374 457 484 1 12 3 151 1 52 13 0 42 42 1 15
split_gain=0.00019944 0.000203267 0.000198405 0.000187605 0.000218318 0.000165274 0.000153926 0.000233873 0.000120343 0.000189891 0.000278193 0.000194389 9.17301e-05 0.000168907 0.000223893
threshold=-0.094929999999999987 0.088350000000000026 -1.0000000180025095e-35 0.12811000000000003 0.11650500000000001 0.11296500000000002 -0.089594999999999994 0.11323000000000001 0.11434500000000002 -0.094514999999999988 -0.084269999999999984 0.085505000000000012 -1.0000000180025095e-35 0.081315000000000012 -0.094549999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -5 -4 8 9 10 -8 12 -11 -14 -15
right_child=1 -3 3 5 -6 -7 7 -9 -10 11 -12 -13 13 14 -16
leaf_value=-0.00074836701252457187 -0.00071317420411789653 0.00072112887192104841 -0.00061987310477660553 0.00090741122866605484 -0.00080205173033701051 -2.0764020842444866e-05 -6.6941625566558483e-05 0.00078969451786964253 -0.00053812390616966963 -0.00028683011324391025 0.0011130359191241484 -0.00069701633454328105 0.00070750848890347925 0.00040767375542997226 -0.00065188551197830008
leaf_weight=0.0010210908470160733 0.0011238836808038733 0.001150963738358198 0.0010169321084350378 0.0012276641593716815 0.0010315489211578611 0.0010262764146077297 0.0012759510917006445 0.0011881400827101493 0.001122091688180441 0.0016247293390902421 0.0010707139974828221 0.0012600501734092596 0.0012541837738219838 0.0012934091871903419 0.0010551440957003722
leaf_count=55 493 119 114 122 86 105 106 130 300 630 36 472 119 41 193
internal_value=0 2.74639e-05 -2.07164e-05 2.96656e-05 -4.80901e-05 0.000484789 1.58624e-05 7.38735e-05 -1.15496e-05 5.53343e-05 0.000471447 -9.51821e-05 4.98865e-05 0.000201736 -6.83588e-05
internal_weight=0 0.0177217 0.0165707 0.0154468 0.0131929 0.00225394 0.0121613 0.0111444 0.00995627 0.00883418 0.00234667 0.00648752 0.00522747 0.00360274 0.00234855
internal_count=3121 3066 2947 2454 2227 227 2141 2027 1897 1597 142 1455 983 353 234
is_linear=0
shrinkage=0.00170698


Tree=2736
num_leaves=16
num_cat=0
split_feature=124 123 4 484 1374 51 15 52 0 52 47 4 3 2 0
split_gain=0.000224644 0.00023001 0.000221115 0.000205323 0.000180786 0.00014219 0.000233707 0.000206358 0.000278246 0.000128373 0.000119713 0.000236706 0.000200691 0.000241809 0.000103776
threshold=0.0049200000000000008 1.0000000180025095e-35 -0.49405499999999997 -1.0000000180025095e-35 -0.094929999999999987 0.082455000000000014 -0.094549999999999981 0.11434500000000002 -0.062294999999999996 -0.088204999999999992 0.10954500000000002 0.27834500000000006 -0.08824499999999999 0.091545000000000015 -0.10096999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 7 -7 8 10 -10 11 12 -6 14 -14
right_child=-2 -3 3 4 5 6 -8 -9 9 -11 -12 -13 13 -15 -16
leaf_value=-0.00092852442036024229 0.0008315656007694556 0.00066664586263537914 -0.00084065481364053844 -0.00075584245101254692 -0.00091936996175239415 0.0010972103081137502 -0.00012933251872898421 -0.00080327807713873641 0.00016774016604750836 0.00096146073242387808 -0.00073047744901973361 0.00069185489200081262 0.00063248017199167984 -0.00072574248227749488 -7.231014367089383e-05
leaf_weight=0.0010793183485320731 0.0010208865831286924 0.001374534139985009 0.0010793478809600987 0.0010172685825164925 0.0010933360648927738 0.001072833217630742 0.0010488488174915664 0.0010680176131339396 0.0014532011512007337 0.001334489243320104 0.0010045028359291983 0.0012084149009389117 0.0013654666555430301 0.001193855015177752 0.0014932134559170122
leaf_count=139 72 227 475 52 338 47 232 271 103 111 72 103 66 227 586
internal_value=0 -5.95638e-05 -0.000120016 -6.3472e-05 -5.02957e-06 5.22416e-05 0.000490872 -3.07433e-05 5.05737e-05 0.0005477 -0.00013775 -4.40502e-05 -0.000216864 -2.73348e-05 0.000264337
internal_weight=0 0.0178866 0.0165121 0.0154328 0.0143534 0.0133362 0.00212168 0.0112145 0.0101465 0.00278769 0.00735879 0.00635429 0.00514587 0.00405254 0.00285868
internal_count=3121 3049 2822 2683 2208 2156 279 1877 1606 214 1392 1320 1217 879 652
is_linear=0
shrinkage=0.00184769


Tree=2737
num_leaves=11
num_cat=0
split_feature=484 15 15 15 12 1 15 3 16 12
split_gain=6.33043e-05 6.55538e-05 8.03368e-05 7.03302e-05 0.000174459 9.64093e-05 0.000171163 0.000224978 0.000165743 1.67836e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.11713499999999999 1.0000000180025095e-35 0.086850000000000024 1.0000000180025095e-35 -0.016799999999999995 0.086245000000000016 0.19444000000000003 0.095175000000000023
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 8 7 -7 -4 -6
right_child=1 2 3 4 9 6 -8 -9 -10 -11
leaf_value=-0.0033008179358335285 0.0034843516932528654 -0.0035344724978816034 -0.0049037720021251428 -0.0050932102144651001 0.0024191205208338113 0.0038446951627163265 0.0064594215378336109 -0.0026623753383269479 0.0021159968968311581 -4.7088013891579402e-05
leaf_weight=0.0010060017449892841 0.0010384572166738737 0.0011063700511022958 0.0011617278553409721 0.0013540142443766718 0.001008904580648718 0.0020000057167761194 0.0012356594925284703 0.0018950241492014519 0.0013111486657827812 0.001012490228089248
leaf_count=515 232 185 361 342 483 274 198 113 162 256
internal_value=0 0.000221578 -5.87818e-05 0.00029147 -0.00133415 0.00101312 0.00207103 0.000678851 -0.00118181 0.00118383
internal_weight=0 0.0131238 0.0120853 0.010979 0.00337541 0.00760357 0.00513069 0.00389503 0.00247288 0.00202139
internal_count=3121 2606 2374 2189 1081 1108 585 387 523 739
is_linear=0
shrinkage=0.0135326


Tree=2738
num_leaves=11
num_cat=0
split_feature=484 4 12 39 3 150 49 43 133 12
split_gain=5.16125e-05 5.94303e-05 5.66583e-05 6.57838e-05 9.64643e-05 0.000158706 0.000125278 0.000105842 0.000166804 0.00010576
threshold=-1.0000000180025095e-35 0.26790000000000008 0.10673000000000001 0.094675000000000009 0.10299500000000002 0.086615000000000011 -0.072814999999999977 -0.074359999999999996 1.0000000180025095e-35 0.082095000000000015
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 8 -8 -9
right_child=1 -3 -4 -5 -6 -7 7 9 -10 -11
leaf_value=-0.0036430616423722248 0.0061015255065121369 0.0029045017581493283 -0.003723146888895698 -0.0037824351938067565 0.0041037756357658979 -0.0062167656453222617 0.0058139590451135991 0.00058560980272768473 -0.0028682421318056814 -0.0060022298816369149
leaf_weight=0.0010003149527772733 0.0010088189500883108 0.0019453526489329647 0.0011293902479964689 0.0010248638241944783 0.0017493149067348002 0.0010277246699796211 0.0014451795402309594 0.0013965788984719983 0.0010322925453566207 0.001262707966181612
leaf_count=515 104 358 201 67 121 185 215 130 333 892
internal_value=0 0.000245277 -0.000221743 0.000175789 0.000630436 -0.000216588 0.000786821 -0.000256945 0.00219633 -0.00254249
internal_weight=0 0.0130222 0.0110769 0.00994748 0.00892262 0.0071733 0.00614558 0.00513676 0.00247747 0.00265929
internal_count=3121 2606 2248 2047 1980 1859 1674 1570 548 1022
is_linear=0
shrinkage=0.0164962


Tree=2739
num_leaves=11
num_cat=0
split_feature=48 4 457 16 1 42 15 0 43 2
split_gain=5.05563e-05 8.69982e-05 6.82001e-05 8.51757e-05 0.000120025 0.000137523 9.6709e-05 8.14803e-05 0.000111389 8.43419e-05
threshold=0.12879500000000002 0.40473500000000007 0.087995000000000004 -0.36241499999999999 0.12873500000000002 0.088915000000000008 0.084050000000000014 -0.12333499999999999 -0.078844999999999985 0.098260000000000014
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -5 -9 -10
right_child=-2 -3 -4 4 -6 -7 -8 8 9 -11
leaf_value=-0.0045314810566574335 -0.003299005164506633 0.0036519085240402866 0.00306063049722664 0.0037356502513648348 0.0046578570513209029 -0.0053502336990462031 -0.0037880112470013794 0.0028321735291201916 -0.0055730071629699913 0.00048808588525286431
leaf_weight=0.0011617534276570545 0.0010166512550265462 0.0015227518109904936 0.0012986419248609557 0.0016980559533355576 0.0010645316119850543 0.0012872235419258138 0.0012136618132462303 0.0015320598292068548 0.0010706780512741909 0.0010622463740145496
leaf_count=154 90 286 131 155 46 691 613 508 280 167
internal_value=0 0.000230742 -0.000226687 -0.000649775 -0.000144695 -0.000794811 9.67976e-05 0.000975934 -0.000302694 -0.00255444
internal_weight=0 0.0129116 0.0113889 0.0100902 0.00892846 0.00786393 0.0065767 0.00536304 0.00366498 0.00213292
internal_count=3121 3031 2745 2614 2460 2414 1723 1110 955 447
is_linear=0
shrinkage=0.01524


Tree=2740
num_leaves=15
num_cat=0
split_feature=14 124 124 4 157 160 42 48 3 3 2 15 1 1
split_gain=0.000199883 0.000184946 0.000208369 0.000257732 0.000268742 0.000361038 0.000195769 0.000182546 0.000211244 0.000272361 0.00030742 0.000279886 0.000117861 3.31085e-05
threshold=0.018475000000000002 -0.043384999999999993 0.0049200000000000008 -0.49405499999999997 -0.073574999999999988 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11951500000000001 -0.10831999999999999 0.096675000000000011 0.091545000000000015 0.089485000000000023 0.095285000000000022 0.090740000000000015
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 -8 10 11 12 -10 -11
right_child=-2 2 -4 4 5 6 7 -9 9 13 -12 -13 -14 -15
leaf_value=0.00062731185075110116 -0.0007838553022637214 -0.00091272415092730197 0.00075057920387515864 0.00067490230588467762 -0.00082153538807756745 -0.00061233813957361008 0.00071992262984407632 -0.00056943421841882422 -0.00062001662309213326 0.00032237903395481788 -0.0010377489227272651 0.0008424164883159902 0.00015185128197897456 0.00075337514940925832
leaf_weight=0.0015017841990345232 0.0010034416359899203 0.0010762798824009131 0.0010300424909587018 0.0015989244181876987 0.0018578015270081889 0.0013426454187357205 0.0019027053092385967 0.0011054885756439934 0.0013520379993881499 0.0010414520444754771 0.0010576608082805208 0.0010121645931230466 0.0011586248823005456 0.001221459054903562
leaf_count=250 119 138 71 334 580 613 103 56 292 22 223 151 49 120
internal_value=0 3.02628e-05 -2.32446e-05 -7.39255e-05 -1.23062e-05 -9.64918e-05 2.38367e-05 0.000110539 0.000196486 5.09527e-05 -0.000198073 5.40239e-05 -0.000263814 0.000555019
internal_weight=0 0.0182591 0.0167573 0.0157272 0.014651 0.013052 0.0111942 0.00985159 0.0087461 0.0068434 0.00458049 0.00352283 0.00251066 0.00226291
internal_count=3121 3002 2752 2681 2543 2209 1629 1016 960 857 715 492 341 142
is_linear=0
shrinkage=0.00177594


Tree=2741
num_leaves=10
num_cat=0
split_feature=52 52 14 1 16 43 47 4 48
split_gain=5.35184e-05 0.000101167 9.53733e-05 8.21389e-05 0.000170328 0.000205178 0.000118785 0.000153036 0.000198191
threshold=-0.24456499999999998 -0.090859999999999982 -0.074569999999999984 0.08592000000000001 0.19444000000000003 -1.0000000180025095e-35 0.092710000000000015 -0.036839999999999991 0.087215000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 7 -5 -9
right_child=1 2 3 6 -6 -7 -8 8 -10
leaf_value=-0.0024660217725247405 0.0041293077450773631 -0.0042090641949312328 -0.0072605070016000372 -0.0015788402675012566 0.0033586545733398495 0.00039162541537701142 -0.0017924584856072632 0.0070054601095547514 -0.00025363056057488195
leaf_weight=0.0015773776053563679 0.0012243431258768698 0.0010331283570495587 0.0012997730765070903 0.0012806506677407944 0.0011053982124988385 0.0014918184909198974 0.0017698612784889899 0.0019259733631055423 0.0012164785226194685
leaf_count=364 274 111 1008 297 51 380 176 342 118
internal_value=0 0.000288036 -0.000134781 0.000282392 -0.001319 -0.00317123 0.00129008 0.00252353 0.00419538
internal_weight=0 0.0123474 0.0111231 0.01009 0.00389699 0.00279159 0.00619296 0.0044231 0.00314245
internal_count=3121 2757 2483 2372 1439 1388 933 757 460
is_linear=0
shrinkage=0.0140794


Tree=2742
num_leaves=15
num_cat=0
split_feature=14 52 157 43 13 376 48 457 16 2 151 1 4 13
split_gain=0.000209692 0.000197582 0.000217136 0.000197741 0.000333808 0.000190454 0.00025186 0.000273129 0.000227882 0.000223534 0.000124881 0.000197714 0.000203562 0.000143455
threshold=0.023790000000000002 -0.40306999999999998 -0.073574999999999988 -0.14968999999999996 0.25761500000000009 1.0000000180025095e-35 0.12737000000000001 0.088350000000000026 -0.056919999999999991 0.097220000000000015 -0.0077149999999999988 0.095285000000000022 -0.077679999999999985 -0.086589999999999986
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 -10 -5 12 -12 -13
right_child=-2 2 3 5 -6 -7 -8 -9 9 -11 11 13 -14 -15
leaf_value=-0.00061955996344280665 -0.00075288891728386893 0.0006479743236056225 0.000807520620814075 -0.00049968764605582165 -0.00034961325943026078 0.00057126950788296941 -0.00094562042206049115 0.00063708620847820359 -0.0010151207041003093 -8.5372233349135135e-05 0.0002731650021966172 1.9478538120588822e-05 -0.00068303355937676192 0.00085713412033425098
leaf_weight=0.0012175241292564183 0.0010067037710139995 0.0016879742608677762 0.0019676824303260761 0.0010786493322529379 0.0010822266661812685 0.001143214447387614 0.0010037375896361648 0.0013397971747643881 0.0014739242888218143 0.0014238189624987208 0.0012693698431202403 0.0010359709009924167 0.0012255159890155129 0.0012801152245041757
leaf_count=314 113 310 146 94 71 142 53 103 465 179 510 101 410 110
internal_value=0 3.16985e-05 7.83081e-05 1.55582e-05 0.000396924 -7.92049e-05 -0.000146013 -6.67609e-05 -0.000174076 -0.000558285 1.49586e-05 0.000130345 -0.00019653 0.000482456
internal_weight=0 0.0182295 0.017012 0.015324 0.00304991 0.0122741 0.0111309 0.0101272 0.00878736 0.00289774 0.00588962 0.00481097 0.00249489 0.00231609
internal_count=3121 3008 2694 2384 217 2167 2025 1972 1869 644 1225 1131 920 211
is_linear=0
shrinkage=0.00167351


Tree=2743
num_leaves=13
num_cat=0
split_feature=147 52 123 43 1 16 13 52 43 12 52 16
split_gain=0.000157357 0.000171455 0.000131705 0.000127817 0.000222266 0.000204492 0.000282587 0.000163038 0.000158251 0.000149321 0.000134455 0.000149887
threshold=0.089025000000000007 0.19022000000000003 1.0000000180025095e-35 -0.40263499999999991 0.13146500000000003 0.064860000000000015 -0.091054999999999983 -0.081429999999999989 -0.14968999999999996 0.088365000000000013 -0.0064899999999999992 -0.23935499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 -7 -5 -9 10 -10 -12
right_child=-2 -3 -4 4 -6 6 -8 8 9 -11 11 -13
leaf_value=-0.0006662862662403081 0.00068476037850772524 -0.00068021401684872917 0.00054881767126812502 0.00062541819845232498 0.00074099775612849062 -5.5988672295547247e-07 -0.0011516930487734816 0.00061073742395554404 -0.00036791207695974199 -0.00058655002971302298 -0.00021125824084433393 0.0005998473981909091
leaf_weight=0.0010199974286424487 0.0010122323178067541 0.0013090536147134591 0.0013242113907150676 0.0014007096108561686 0.0012048293393146234 0.0016163658010528437 0.0012340287922120797 0.0010430258454068335 0.0018455718473533848 0.0018457720258394849 0.0013103815377119015 0.0017407015623156594
leaf_count=104 124 346 239 203 133 42 434 54 244 628 97 473
internal_value=0 -5.0544e-05 2.34278e-06 -4.8399e-05 -8.02539e-07 -7.50549e-05 -0.000498923 5.64681e-05 -4.58939e-05 -0.000147472 1.80364e-05 0.000251493
internal_weight=0 0.0168946 0.0155856 0.0142614 0.0132414 0.0120366 0.00285039 0.00918616 0.00778545 0.00674243 0.00489665 0.00305108
internal_count=3121 2997 2651 2412 2308 2175 476 1699 1496 1442 814 570
is_linear=0
shrinkage=0.00181146


Tree=2744
num_leaves=14
num_cat=0
split_feature=147 484 48 4 15 48 150 15 15 1 42 13 13
split_gain=0.000131106 0.000173264 0.000127417 0.000181263 0.000164812 0.000149074 0.00023357 0.000171139 0.000192087 0.000186503 0.000102521 0.0001251 0.000227533
threshold=0.088610000000000008 -0.0068949999999999992 0.12649500000000002 0.40473500000000007 -0.11713499999999999 0.093265000000000015 0.089910000000000018 -0.094549999999999981 -0.016799999999999995 0.10234000000000001 0.086325000000000013 -0.0034749999999999994 -0.095539999999999986
decision_type=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 -10
right_child=-2 2 -4 -5 5 -7 -8 8 9 -11 -12 -13 -14
leaf_value=-0.00071245304664701095 0.00057892706219318248 -0.00067536044991678044 -0.00057862089456532022 0.00059832285067442216 0.00057071273481887493 0.00063360834708822786 -0.00079198905374971073 -0.00055429851731372316 -8.0517296200245065e-05 0.00074830127114302171 -0.00044389305530289584 -0.00026968180512227145 0.00088870260494782274
leaf_weight=0.0010215792164082636 0.0010007193138909338 0.001003339748099223 0.0010006820970547949 0.0014586866882676736 0.0015059731019456896 0.0010482441301025601 0.0010144957633785459 0.0016485266841282913 0.0017173109632722143 0.0010040078377197975 0.001314781618784568 0.0017193649011097477 0.0011212634471253341
leaf_count=491 127 166 72 227 114 120 140 383 57 115 452 307 350
internal_value=0 -4.48233e-05 -9.81197e-07 3.87298e-05 -2.35937e-05 3.04782e-05 -2.67592e-05 5.06314e-05 -4.12402e-05 8.1753e-05 -3.2201e-05 8.65556e-05 0.000302334
internal_weight=0 0.0165783 0.0155567 0.014556 0.0130973 0.012094 0.0110457 0.0100312 0.00852526 0.00687673 0.00587272 0.00455794 0.00283857
internal_count=3121 2994 2503 2431 2204 2038 1918 1778 1664 1281 1166 714 407
is_linear=0
shrinkage=0.00167351


Tree=2745
num_leaves=11
num_cat=0
split_feature=124 1 42 403 457 151 16 15 16 160
split_gain=5.35121e-05 5.42922e-05 0.000100201 8.95239e-05 0.000108117 0.000125686 0.000218179 0.000133498 8.8425e-05 0.000109046
threshold=-0.043384999999999993 0.12500000000000003 0.091735000000000025 0.03138500000000001 0.080930000000000016 -0.0017399999999999998 -0.25582999999999995 0.013270000000000002 0.22339500000000004 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 8 9 -8
right_child=1 -3 -4 -5 -6 6 7 -9 -10 -11
leaf_value=0.002952171250994509 -0.005989707611767205 0.001999347096586009 -0.004552031991548469 0.0039049508442916877 0.0025738045012398117 0.0047723033037575958 -0.0030135784170230062 -0.0068266775049308278 -0.0044011175727420703 0.0032367056389367285
leaf_weight=0.0011858343232084784 0.0011194253946916824 0.0018804492045156615 0.0012766575481148309 0.0010260927288555351 0.0017560041326646096 0.0012565766165495273 0.0010047160705165224 0.0010080446717330867 0.0010244468719104692 0.0014829417642521141
leaf_count=259 248 209 543 247 166 112 266 648 227 196
internal_value=0 -0.000300091 -0.000694798 -0.000185991 -0.000671151 -0.00149743 -0.00062691 -0.00212786 -0.000779207 0.000712339
internal_weight=0 0.0128354 0.0109549 0.00967825 0.00865216 0.00689615 0.00577673 0.00452015 0.0035121 0.00248766
internal_count=3121 2862 2653 2110 1863 1697 1449 1337 689 462
is_linear=0
shrinkage=0.0146482


Tree=2746
num_leaves=16
num_cat=0
split_feature=1213 11 1374 484 453 4 160 51 133 4 2 15 4 13 0
split_gain=0.000349139 0.000185576 0.000203396 0.000222288 0.000211673 0.000396119 0.00024775 0.000235346 0.000119987 0.000181721 0.000149855 0.000193925 0.000261935 8.83862e-05 7.71969e-05
threshold=-1.0000000180025095e-35 0.088215000000000002 -0.094929999999999987 -0.0068949999999999992 1.0000000180025095e-35 0.27044500000000005 -0.091944999999999985 0.045645000000000005 0.10622000000000002 -0.077679999999999985 0.10188000000000001 -0.016799999999999995 1.0000000180025095e-35 -0.072309999999999985 -0.10151999999999999
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 -5 8 9 13 11 14 -13 -8 -11
right_child=1 -3 3 4 -6 -7 7 -9 -10 10 -12 12 -14 -15 -16
leaf_value=-0.0011475387672126715 -0.00077334611620138549 -0.00081380895269824284 -0.00075542130860566429 -0.00073909899368825493 -0.00071705804727288734 0.00097724530176992314 0.00069459036055438596 0.00065690231817843066 -0.0005518140111446596 -6.5716215013276612e-05 -0.00071855287148889246 -0.00019894504273262903 0.00099989019515191093 0.00010348938805299003 -0.00069620330314797553
leaf_weight=0.0010058712196579804 0.001124581605052243 0.0010416956175271211 0.0011203864130421562 0.0012113205817448043 0.0010206765880995681 0.0013215015673612674 0.0013849667554897138 0.0017083646070068506 0.0011354545622411722 0.0012474604268359042 0.0010680332566232187 0.0011304858799276994 0.001001497800046991 0.0015756603925835546 0.0010356132698720914
leaf_count=491 55 112 475 305 71 288 54 187 226 60 160 152 33 248 204
internal_value=0 -0.000114341 -7.16965e-05 -2.22609e-05 3.30872e-05 8.84877e-05 -5.48043e-06 7.32478e-05 -3.08421e-05 3.92147e-05 -0.000144796 -6.00049e-06 0.000364207 0.000380004 -0.000351708
internal_weight=0 0.0181277 0.017086 0.0159614 0.014841 0.0138204 0.0124989 0.0112875 0.00957917 0.00844372 0.00548309 0.00441506 0.00213198 0.00296063 0.00228307
internal_count=3121 2630 2518 2463 1988 1917 1629 1324 1137 911 609 449 185 302 264
is_linear=0
shrinkage=0.00170698


Tree=2747
num_leaves=16
num_cat=0
split_feature=124 12 14 123 48 0 15 42 43 3 160 47 16 13 3
split_gain=0.000229322 0.000238927 0.00021804 0.000262294 0.000233634 0.000247959 0.000229372 0.000184415 0.000208741 0.000177991 0.000134094 0.000129602 0.000253531 0.000216272 0.000301304
threshold=0.0049200000000000008 0.11650500000000001 0.019675000000000002 1.0000000180025095e-35 0.12649500000000002 -0.10607499999999999 -0.08730499999999998 -1.0000000180025095e-35 -0.12152999999999999 0.097915000000000016 0.08325500000000001 0.092165000000000011 0.22339500000000004 -0.095304999999999987 -0.083924999999999986
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 9 -7 -9 10 -1 12 13 -10 -15
right_child=-2 -3 -4 -5 -6 7 -8 8 11 -11 -12 -13 -14 14 -16
leaf_value=0.00085800448557330595 0.00082145671512544706 -0.00088336033472110123 -0.00085112426025931223 0.00084337223860172833 -0.00081040886833140351 -0.00078266887393722438 0.00087635012782526537 0.00064762654472711183 0.00054118584087205668 -0.00040926934294884573 -7.1546957925909747e-05 0.00038032294168872368 -0.0011045615994754207 0.00024830943339162288 -0.0010500279045371189
leaf_weight=0.0011230556635643402 0.001043360348031006 0.0011529775765131726 0.0010032278140166819 0.0012682277077768712 0.0012093455178473636 0.0013689931104971581 0.001830671431521374 0.0012373255267421569 0.0012364675218720306 0.0015153153790521401 0.0010029686038591501 0.0011128899314273022 0.0010856835094384572 0.0012084788653318791 0.0012326523937412866
leaf_count=67 72 142 108 216 65 696 134 52 109 80 52 145 231 282 670
internal_value=0 -6.87558e-05 -1.48869e-05 3.61679e-05 -3.13426e-05 3.6174e-05 0.000342829 -0.000161648 -4.2132e-05 7.46031e-05 0.000419481 -0.000187372 -0.000320008 -8.83957e-05 -0.000407288
internal_weight=0 0.0185883 0.0174353 0.0164321 0.0151638 0.0139545 0.00547201 0.00848249 0.0071135 0.00364134 0.00212602 0.00587617 0.00476328 0.0036776 0.00244113
internal_count=3121 3049 2907 2799 2583 2518 333 2185 1489 199 119 1437 1292 1061 952
is_linear=0
shrinkage=0.00184769


Tree=2748
num_leaves=15
num_cat=0
split_feature=14 157 43 13 376 48 14 3 160 0 3 3 0 1
split_gain=0.000235899 0.000176061 0.000135859 0.000395439 0.000219619 0.000216419 0.000246747 0.000406727 0.000210848 0.000297893 0.00016636 0.000260119 0.000216997 0.000150917
threshold=0.018475000000000002 -0.073574999999999988 -0.14968999999999996 0.25761500000000009 1.0000000180025095e-35 0.12737000000000001 -0.10708499999999999 0.096675000000000011 0.086870000000000017 -0.14116499999999996 -0.074084999999999998 -0.078934999999999991 -0.047369999999999995 0.090740000000000015
decision_type=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 -8 11 12 -11 -9
right_child=-2 2 4 -5 -6 -7 7 13 -10 10 -12 -13 -14 -15
leaf_value=0.00052900144800757719 -0.00083725051463873765 0.00077234128837369825 -0.00087532757243770386 -0.00050428363067702656 0.00063843289104292768 -0.00095131611392848005 0.00068053531818738704 0.00010252064976472847 -0.00096631186655296987 -0.00092067491519790174 -0.00078804341178521301 0.00063427273999457632 0.00017449241404662942 0.00091619469580493174
leaf_weight=0.0018992459263856938 0.0010096316276170794 0.0019609664348756361 0.0011356041739084841 0.0011770505043954271 0.0010877751288773567 0.0010065599608223294 0.0011467745892392274 0.0012724313884628913 0.0010396363033207887 0.001208487570280828 0.0014990128594137165 0.0010337535691342121 0.0010042326938488211 0.0015123470322447319
leaf_count=398 119 148 72 75 140 61 67 33 200 938 390 206 113 161
internal_value=0 2.76595e-05 -3.15381e-05 0.000293487 -0.000110318 -0.000178999 -0.000107366 -1.76126e-05 -0.000243395 -0.000115843 -0.000308293 -8.67746e-05 -0.000423638 0.000544408
internal_weight=0 0.0179839 0.0160846 0.00313802 0.0129466 0.0118588 0.0108523 0.00971668 0.0069319 0.00589226 0.00474549 0.00324647 0.00221272 0.00278478
internal_count=3121 3002 2604 223 2381 2241 2180 2108 1914 1714 1647 1257 1051 194
is_linear=0
shrinkage=0.00174112


Tree=2749
num_leaves=11
num_cat=0
split_feature=11 13 160 52 12 457 1 1 4 15
split_gain=4.92671e-05 5.96864e-05 0.000115951 0.000125161 0.000167536 0.000148549 0.000127619 9.46654e-05 3.31671e-05 7.42626e-06
threshold=0.079915000000000014 -0.084034999999999985 -0.081069999999999989 0.091275000000000009 0.097825000000000009 0.045365000000000009 0.095025000000000012 0.083345000000000016 -0.14723499999999998 -0.095869999999999983
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 7 -3 4 5 6 -4 8 -1 -8
right_child=-2 2 3 -5 -6 -7 9 -9 -10 -11
leaf_value=0.0013452980056778037 -0.0026280547426197564 0.0031013769750456621 -0.0079518541020858636 0.0031792361485998059 0.0028309292927376399 0.00043479945892767048 -0.0015725413343361068 0.0039055922603294154 -0.0022678438880783629 -0.0032866277407059257
leaf_weight=0.0010037138049128203 0.001332183992537996 0.0015332852688745994 0.0014168831040304486 0.0011203552277914072 0.0011864439242024391 0.0016413197389135671 0.0010001330273541327 0.0019129090854154117 0.0010107911072094545 0.0010040265043863711
leaf_count=29 199 374 757 269 231 160 125 317 521 139
internal_value=0 0.000216613 -0.000421222 -0.00115416 -0.0019311 -0.00304716 -0.0047177 0.00166242 -0.00046762 -0.00243125
internal_weight=0 0.0128299 0.00890245 0.00736916 0.00624881 0.00506236 0.00342104 0.00392741 0.0020145 0.00200416
internal_count=3121 2922 2055 1681 1412 1181 1021 867 550 264
is_linear=0
shrinkage=0.0140794


Tree=2750
num_leaves=16
num_cat=0
split_feature=14 160 123 484 160 12 1 12 13 43 16 49 16 48 3
split_gain=0.000197968 0.000146455 0.000201254 0.000175987 0.000182858 0.000214425 0.000241477 0.00026337 0.000256279 0.000267553 0.000356376 0.000190855 0.000158381 0.000107759 5.52187e-05
threshold=0.018475000000000002 -0.22361499999999998 1.0000000180025095e-35 -1.0000000180025095e-35 -0.081069999999999989 -0.029094999999999999 0.12958500000000003 0.11650500000000001 -0.084034999999999985 -0.16318499999999997 0.042200000000000008 -0.08130999999999998 -0.094359999999999986 0.078735000000000013 -0.077644999999999978
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 7 8 13 -10 11 -11 -13 14 -7
right_child=-2 2 -4 4 5 6 -8 -9 9 10 -12 12 -14 -15 -16
leaf_value=-0.00058254936576680424 -0.00077411980194739898 -0.00066435427124327765 0.00075234883902356245 0.00076652958984489434 -0.00076656868525056465 0.00091653541357899051 0.00078890557189054589 -0.00085264486475961348 0.00066254503794717715 0.00060615319050287184 -0.0012301534922176825 -0.00071685257104039067 9.7804733159301757e-05 -1.5499099132338079e-05 0.00037964699616510752
leaf_weight=0.0011306867904663119 0.0010060655464154402 0.0010962196326279221 0.0012875267174526804 0.0011091289120531327 0.0010195489840530573 0.0013368647682261425 0.0013516042161662032 0.0010495026736021965 0.001096809210863638 0.0010029403010038997 0.0010426846388107303 0.0014299183814343202 0.0015892179823355243 0.0010117302278451756 0.0011024365799376257
leaf_count=316 119 476 235 181 124 205 75 70 73 47 287 152 612 74 75
internal_value=0 3.58084e-05 7.81152e-05 2.11485e-05 7.42839e-05 1.53739e-05 8.17338e-05 -7.91234e-06 8.43155e-05 -0.000132701 -0.000304917 -6.5059e-05 -0.000288032 0.000471783 0.00067389
internal_weight=0 0.0176568 0.0165261 0.0152386 0.0141424 0.0130333 0.0120137 0.0106621 0.0096126 0.00616157 0.00506476 0.00402208 0.00301914 0.00345103 0.0024393
internal_count=3121 3002 2686 2451 1975 1794 1670 1595 1525 1171 1098 811 764 354 280
is_linear=0
shrinkage=0.00177594


Tree=2751
num_leaves=17
num_cat=0
split_feature=14 147 11 457 160 4 3 133 16 52 0 15 3 13 3 133
split_gain=0.000329745 0.000205053 0.000237069 0.000253601 0.000236165 0.000220727 0.000183563 0.000180571 0.000189561 0.00022466 0.000313877 0.000231212 0.000214583 0.000270109 0.000211122 0.00012258
threshold=0.062655000000000016 1.0000000180025095e-35 0.087830000000000005 0.10378500000000002 -0.22361499999999998 -0.49405499999999997 -0.13927999999999999 0.083950000000000011 -0.36241499999999999 0.091275000000000009 -0.10607499999999999 -0.11033999999999998 -0.078934999999999991 -0.061684999999999997 0.083060000000000009 0.099660000000000012
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 -10 -12 -14 -13 -9
right_child=-2 -3 -4 -5 5 6 7 15 9 -11 12 14 13 -15 -16 -17
leaf_value=-0.00074511064349257693 -0.001028695188856962 0.00074768982509707915 -0.00084451543147347045 -0.00073869454426012625 -0.00052130231056323395 0.0009776761342010457 -0.00058659304597304725 0.0011009442868137578 -0.00026522231510413681 0.00091863019933038459 -0.00092852594740345813 0.0014108924480484176 0.00065393577596260127 -0.00053156364150631517 0.00028827205224830075 0.00021757723881979352
leaf_weight=0.0010633273211845045 0.001071601174555902 0.0013715451933222792 0.0011287058707996058 0.0013462303177567128 0.0014621127589831097 0.0011272729408879868 0.0013315551383746424 0.0011389962074404387 0.0010516526219472855 0.0012436464773159239 0.00131049659801804 0.0010833481276186765 0.0012328039139769958 0.0015296894536502761 0.0013200105537567453 0.0010937336967573059
leaf_count=308 104 167 106 63 100 72 123 382 50 196 621 51 166 157 46 409
internal_value=0 4.46206e-05 -7.60608e-06 4.68866e-05 0.000113032 0.000174169 0.000249697 0.000183174 7.59834e-05 0.000176564 5.39725e-05 0.000471804 -0.000300463 -2.51682e-06 0.000794309 0.000668215
internal_weight=0 0.0198351 0.0184636 0.0173349 0.0159886 0.0149253 0.0134632 0.0123359 0.0101032 0.00877165 0.007528 0.00345501 0.00407299 0.00276249 0.00240336 0.00223273
internal_count=3121 3017 2850 2744 2681 2373 2273 2201 1410 1287 1091 147 944 323 97 791
is_linear=0
shrinkage=0.00188464


Tree=2752
num_leaves=16
num_cat=0
split_feature=1213 402 1374 484 52 52 160 151 133 42 15 4 42 4 15
split_gain=0.000399357 0.000271065 0.000171038 0.000193811 0.000205383 0.000273712 0.000158628 0.000253168 0.000249662 0.000234142 0.000210677 0.000145983 0.000105546 9.16599e-05 5.5117e-05
threshold=-1.0000000180025095e-35 0.073745000000000019 -0.094929999999999987 -0.0068949999999999992 -0.40306999999999998 -0.057699999999999994 -1.0000000180025095e-35 -0.0056149999999999993 0.10622000000000002 -1.0000000180025095e-35 -0.10203999999999998 -0.033174999999999989 0.088380000000000014 -0.080584999999999976 -0.094549999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 11 -7 -8 9 -9 -11 -6 13 -12 -13
right_child=1 -3 3 4 5 6 7 8 -10 10 12 14 -14 -15 -16
leaf_value=-0.0011108712512462376 -0.00068810232386340106 0.00091996799335129461 -0.00062960566716639818 -0.00067849172822658356 -2.1283406872591214e-05 -0.00047555033467533404 -0.00068232944058323588 -0.00040667177153310005 -0.00059220112726315411 -5.2815869259491544e-05 0.00080575411382989397 0.0010254902367418434 0.0011883272514721102 0.0001303865959525091 0.00052758147982803782
leaf_weight=0.0010022368517147917 0.0011065501366422916 0.0010421282699431154 0.0012841622868774811 0.0010265714410598011 0.0010391410840631943 0.001862510683487536 0.0011404807610050126 0.001076363370504394 0.0010351535984954308 0.0015320461781916693 0.0015847273167537851 0.0013020426134356389 0.0011098216098199831 0.0010562511634733 0.0015195357032329682
leaf_count=491 55 254 432 263 110 406 96 227 212 127 45 107 54 66 176
internal_value=0 3.97998e-05 -1.20943e-05 3.30529e-05 8.87272e-05 0.000143966 -5.97368e-06 9.64994e-05 0.000216623 0.000348284 0.000502104 0.000547772 0.000728765 0.000535643 0.000757346
internal_weight=0 0.0187175 0.0176754 0.0165688 0.0152846 0.0142581 0.0103974 0.00853484 0.00739436 0.00635921 0.00528285 0.00386072 0.0037508 0.00264098 0.00282158
internal_count=3121 2630 2376 2321 1889 1626 1233 827 731 519 292 393 165 111 283
is_linear=0
shrinkage=0.00177594


Tree=2753
num_leaves=17
num_cat=0
split_feature=14 147 124 12 159 43 13 16 157 2 4 0 12 15 4 49
split_gain=0.00022814 0.000199163 0.000201453 0.000301605 0.000255718 0.00018762 0.000241738 0.000212318 0.00036772 0.000309168 0.000363266 0.000311525 0.000187074 0.000132529 0.000114535 8.16669e-05
threshold=0.054835000000000009 1.0000000180025095e-35 0.0049200000000000008 0.11650500000000001 -0.032739999999999991 -0.14968999999999996 0.18141000000000002 0.071345000000000006 -0.077384999999999995 0.089885000000000007 0.033845000000000007 -0.20211999999999997 0.092255000000000018 0.083935000000000023 0.053180000000000012 -0.076864999999999975
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 -7 13 15 -12 -9 14 -10 -11
right_child=-2 -3 -4 -5 5 7 -8 12 9 10 11 -13 -14 -15 -16 -17
leaf_value=-0.00084028012257604979 -0.00086042816896203164 0.00068955048350536621 0.00075885113789123343 -0.0010120310549336852 0.0010748115771402182 0.0011089399239806246 -8.8746905417621527e-05 -0.00092266819514885798 -0.0011232152982757699 0.00037928304126303423 -0.0010043577231877874 0.00027951080240983152 8.5787770476343466e-06 7.2118234621163646e-05 -0.00031045607926535792 0.001061204695083838
leaf_weight=0.0011312075771799197 0.0010046146289740812 0.0013742753019200587 0.0010112788102852105 0.0010533308214565008 0.0012344679811615534 0.001043029969238214 0.0011152028247053136 0.0014590114644313812 0.00110597197008999 0.0010056003613144737 0.001001518839482074 0.0016287225194402417 0.0013748902364964439 0.0010526043015825388 0.001171726603013944 0.0013498392335951452
leaf_count=373 110 167 70 126 67 178 74 218 283 57 31 219 199 570 115 264
internal_value=0 2.52057e-05 -2.62641e-05 -7.37301e-05 -1.06732e-05 5.38585e-05 0.000522562 -3.64645e-05 9.5072e-05 -3.20921e-05 0.000253371 -0.000209349 -0.000470866 -0.000459448 -0.000705104 0.000770074
internal_weight=0 0.0191127 0.0177384 0.0167271 0.0156738 0.0145426 0.00234967 0.0121929 0.00935901 0.00831598 0.00498568 0.00263024 0.0028339 0.0033303 0.0022777 0.00235544
internal_count=3121 3011 2844 2774 2648 2275 141 2134 1717 1539 571 250 417 968 398 321
is_linear=0
shrinkage=0.00181146


Tree=2754
num_leaves=10
num_cat=0
split_feature=484 4 150 49 42 15 2 0 4
split_gain=5.29198e-05 5.30436e-05 5.57054e-05 8.47378e-05 0.000116678 9.74915e-05 0.000116967 9.77595e-05 4.63769e-05
threshold=-1.0000000180025095e-35 0.26790000000000008 0.089910000000000018 -0.072814999999999977 0.092620000000000022 -0.037864999999999989 0.10222000000000002 -0.077999999999999986 -0.10429499999999998
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=-0.003513742767151501 0.0036026332218099407 0.0025942460463535175 -0.002958997691918111 -0.0027089424130057756 -0.0052580811352819596 -4.80703611534216e-05 -0.0027180472741889484 0.0027973319417855676 0.0073776596073192686
leaf_weight=0.001034090596574235 0.001578954445789039 0.0019947469683782313 0.0015924633599514538 0.0019367060307005054 0.0010826587672166828 0.0017026770484939633 0.0012732467845690265 0.001156132094920756 0.0010701704017085484
leaf_count=515 177 358 195 467 378 696 149 93 93
internal_value=0 0.000209062 -0.000208548 0.000238365 -0.000407742 0.000327839 0.00145838 0.00281182 0.00499907
internal_weight=0 0.0133878 0.011393 0.00980055 0.00822159 0.00713893 0.00520223 0.00392898 0.0022263
internal_count=3121 2606 2248 2053 1876 1498 1031 882 186
is_linear=0
shrinkage=0.0158556


Tree=2755
num_leaves=11
num_cat=0
split_feature=2 14 0 0 49 0 15 1 4 43
split_gain=5.18918e-05 9.64693e-05 6.25768e-05 0.0001671 8.19609e-05 0.00013189 0.000108347 6.33162e-05 0.000113285 5.2942e-05
threshold=0.13754500000000003 -1.0000000180025095e-35 -0.10607499999999999 -0.084269999999999984 -0.043469999999999995 -0.23001499999999997 -0.10653 0.090475000000000014 -0.49405499999999997 -0.084004999999999982
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3 -6 8 -5 -10
right_child=-2 2 3 7 6 -7 -8 -9 9 -11
leaf_value=-0.0041327041125452527 0.002956522694720225 -0.00017334109707470082 -0.0050957752483445735 -0.0024448682611091805 0.0027680823994871966 0.0067540439596929704 -0.0025324928888288268 -0.0017635494510596038 0.0049721472102993965 0.0011029427424308271
leaf_weight=0.0011302407559498776 0.0010193254152807149 0.0010308171867468019 0.0013643318518112586 0.0010964036768253711 0.0013052882208152983 0.0010643016971134608 0.0016809429870089133 0.0019276147886825796 0.0012040422279177788 0.00152995675793841
leaf_count=109 205 47 860 77 143 115 166 505 253 641
internal_value=0 -0.000274737 8.25669e-05 -0.000752309 0.00125278 0.00334571 -0.0002156 0.000276853 0.00130367 0.00280692
internal_weight=0 0.0133339 0.0122037 0.00712235 0.00508135 0.00209512 0.00298623 0.00575802 0.0038304 0.002734
internal_count=3121 2916 2807 2336 471 162 309 1476 971 894
is_linear=0
shrinkage=0.0138033


Tree=2756
num_leaves=15
num_cat=0
split_feature=14 147 48 16 12 52 12 43 13 3 0 15 15 13
split_gain=0.000274968 0.00019436 0.00017979 0.000218495 0.000159078 0.00030186 0.000155897 0.000150397 0.000149955 0.000171564 0.000144675 0.000228267 9.03024e-05 8.63131e-05
threshold=0.054835000000000009 1.0000000180025095e-35 0.12879500000000002 -0.50992999999999988 0.051320000000000005 0.11434500000000002 0.088305000000000008 -0.04890499999999999 -0.094514999999999988 -0.086554999999999979 -0.10151999999999999 -0.10203999999999998 0.040760000000000005 0.24394000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 6 -6 13 -8 12 11 -9 -10 -5
right_child=-2 -3 -4 4 5 -7 8 10 9 -11 -12 -13 -14 -15
leaf_value=0.00071325579560181955 -0.00088332137772587104 0.00067138311446754363 -0.00061908335952058321 0.00091427082724979884 -0.00053440093921429432 -0.0010199311648698109 0.00049599125613962371 -0.00032602442989472763 -0.00017531290533671614 -0.00068317158622658246 -0.00053653995963800138 0.00055057733620740372 0.00051845230386275384 0.00020773564145677283
leaf_weight=0.0012766047336409984 0.0010042682733785993 0.0012955114522298561 0.0013217966995626778 0.0010000923613197963 0.0015058301353398215 0.0010987487567223082 0.001744713659265817 0.0015316534470675158 0.0011671833104343879 0.0010730619154917308 0.001113471901306261 0.0019902980303077022 0.0010283129883388378 0.0010152589836567791
leaf_count=78 110 167 81 201 734 353 68 102 159 617 175 81 165 30
internal_value=0 3.42322e-05 -1.47056e-05 3.6684e-05 -2.38484e-05 -0.000192256 -5.27574e-05 0.000169047 9.19133e-05 -0.000123778 -2.08314e-07 0.000169354 0.000149629 0.000558345
internal_weight=0 0.0181625 0.016867 0.0155452 0.0142686 0.00761785 0.0065191 0.00665077 0.00501327 0.00326856 0.00463542 0.00352195 0.0021955 0.00201535
internal_count=3121 3011 2844 2763 2685 2096 1743 589 1009 941 358 183 324 231
is_linear=0
shrinkage=0.00170698


Tree=2757
num_leaves=14
num_cat=0
split_feature=147 484 457 156 12 160 42 43 42 2 151 43 2
split_gain=0.00016354 0.000151547 0.000153481 0.000119832 0.000157684 0.000157539 0.000168246 0.000190611 0.000226552 0.000180126 0.000156187 0.000132213 0.000130992
threshold=0.089025000000000007 -0.0068949999999999992 0.10378500000000002 0.091255000000000017 0.11650500000000001 -0.091944999999999985 -1.0000000180025095e-35 -0.074359999999999996 0.082250000000000004 0.090050000000000005 -0.0077149999999999988 -0.17390999999999998 0.097845000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 11 9 10 -8 -9 -7 -12
right_child=-2 2 -4 -5 -6 6 7 8 -10 -11 12 -13 -14
leaf_value=-0.00075119892914541958 0.00070839674985066574 -0.00047469309289262305 -0.00071431555371592932 -0.00055473580590474994 -0.00060321674104218785 0.00016572414980607885 0.0012691670980019966 -0.00026649107904689825 -0.00043430750991724139 0.00029104989935024557 0.0001796593290490988 -0.00074972633439573228 0.0009024263480417108
leaf_weight=0.0010667703239578474 0.0010342059714444863 0.0013251035939761445 0.0010486576965216257 0.0011426861264575471 0.0011020920134174614 0.0012415752430022797 0.0012551871035643442 0.0010669389460815637 0.0017224903944734141 0.0014312905415910342 0.0017134511623390219 0.0010212938626251002 0.0018547316625674437
leaf_count=492 124 356 54 227 103 82 206 55 457 153 98 588 126
internal_value=0 -6.35155e-05 -1.7451e-05 3.16705e-05 8.04597e-05 0.000140107 0.000212158 0.000327152 0.000149298 0.00074805 0.000366175 -0.000247443 0.000555352
internal_weight=0 0.0169923 0.0159255 0.0148768 0.0137342 0.0126321 0.011307 0.00904409 0.00635761 0.00268648 0.00463512 0.00226287 0.00356818
internal_count=3121 2997 2505 2451 2224 2121 1765 1095 736 359 279 670 224
is_linear=0
shrinkage=0.00188464


Tree=2758
num_leaves=11
num_cat=0
split_feature=2 52 52 4 15 15 150 15 42 2
split_gain=5.8153e-05 5.6316e-05 0.000120815 0.000106805 0.00014855 0.000178799 0.00016045 0.000345348 0.000143279 6.66979e-05
threshold=-1.0000000180025095e-35 0.19022000000000003 0.11008000000000001 -0.35136499999999998 -0.016799999999999995 1.0000000180025095e-35 0.081835000000000019 -0.10653 0.081660000000000024 0.11215000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 7 9 -7 -5
right_child=1 -3 -4 4 5 8 -8 -9 -10 -11
leaf_value=0.0030634229864685944 -0.0039358044606163864 -0.003260651157706098 0.004546382085840424 0.002868652326188497 0.0058487792570871911 -0.0030957418051840448 0.0019651626046063254 -0.0087527060809922865 0.0032226744411306576 -0.0021913720129013597
leaf_weight=0.0011020688795075591 0.0015062696474683066 0.0011637743593469812 0.0010499132695265386 0.0010401396708618581 0.0015494989062011504 0.0014967367662786736 0.0017398538120488166 0.0013736119273827698 0.0013559394425338052 0.001025500665679452
leaf_count=199 187 348 162 184 220 513 236 509 423 140
internal_value=0 -0.000302077 -1.84007e-05 -0.000450654 9.72456e-05 0.00199877 -0.00151902 -0.00328161 -9.24603e-05 0.00035657
internal_weight=0 0.0133012 0.0121375 0.0110876 0.00958128 0.00440218 0.00517911 0.00343925 0.00285268 0.00206564
internal_count=3121 2922 2574 2412 2225 1156 1069 833 936 324
is_linear=0
shrinkage=0.0140794


Tree=2759
num_leaves=15
num_cat=0
split_feature=124 123 4 1374 457 160 42 151 475 43 42 2 16 0
split_gain=0.000303166 0.000209092 0.000242444 0.000181802 0.000272018 0.000171281 0.000182092 0.000204928 0.000179027 0.000190682 0.000257853 0.000206736 0.000113463 0.000144831
threshold=0.08919500000000001 1.0000000180025095e-35 -0.49405499999999997 -0.094929999999999987 0.088350000000000026 -0.098904999999999979 -1.0000000180025095e-35 -0.0077149999999999988 -1.0000000180025095e-35 -0.074359999999999996 0.082250000000000004 0.12595500000000001 -0.094359999999999986 -0.076234999999999983
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 -8 -9 -10 11 12 -11 -14
right_child=-2 -3 3 4 -6 6 7 8 9 10 -12 -13 13 -15
leaf_value=-0.00093280187292333868 0.00093484392625197202 0.00058356726059774044 -0.0007903514454770988 -0.00079051081286841507 0.00079281521447939333 -0.00055566901634955806 -0.00046910326472483706 -0.00053878774464971569 0.00073924234808555374 0.00099755153647081932 -0.00049338992144914388 -0.00037499437250385612 -0.00012527665965545484 0.00078253350838089399
leaf_weight=0.0010787038193095363 0.0010136037710093545 0.0014544624236484211 0.0010143049976814025 0.0010048480588514342 0.001212803121177307 0.0017791855368610521 0.0019234688394125657 0.0010001768349789534 0.0019612578435675839 0.0011342597289512035 0.0016628925730360431 0.0010126462673847314 0.0011634138995164633 0.001058647190319578
leaf_count=139 60 235 52 382 100 723 251 191 241 59 513 57 78 40
internal_value=0 -6.27225e-05 -0.000117995 -6.28133e-05 -1.33319e-05 -8.46926e-05 -2.88291e-05 5.70339e-05 0.000169563 0.000258199 0.000101788 0.000328321 0.000540521 0.000307228
internal_weight=0 0.0184611 0.0170066 0.0159279 0.0149136 0.0137008 0.0126959 0.0109168 0.00899329 0.00799312 0.00603186 0.00436897 0.00335632 0.00222206
internal_count=3121 3061 2826 2687 2635 2535 2153 1430 1179 988 747 234 177 118
is_linear=0
shrinkage=0.00177594


Tree=2760
num_leaves=12
num_cat=0
split_feature=1 52 3 3 0 4 12 42 13 15 52
split_gain=4.94264e-05 0.000192899 0.000153028 0.000130475 0.000117951 0.000176423 9.99981e-05 9.53543e-05 7.10862e-05 4.51712e-05 3.09879e-05
threshold=0.10781 0.11434500000000002 0.090900000000000009 0.10893000000000001 -0.084269999999999984 0.053180000000000012 0.091200000000000017 0.086325000000000013 -0.0034749999999999994 -0.07490999999999999 -0.066844999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 5 -1 -2 8 -6 -5 -4
right_child=3 -3 10 9 7 -7 -8 -9 -10 -11 -12
leaf_value=-0.0064870163608842331 0.0059496074141248525 -0.0061633718276593247 0.0016673960200692542 0.00046760205148009803 0.0048739397964045559 0.0010945234082484555 0.00058468522196237376 -0.0027930572328396294 -0.00020546960395267453 -0.0037433246681306126 0.0050458265006928463
leaf_weight=0.001541346698468885 0.0013491167323239931 0.0011510696268009846 0.0011486646142778723 0.0010666225288028519 0.0011517545162642178 0.0010741325695095838 0.0015281178989927091 0.0010934139508456042 0.0011215705574640154 0.0010353557607749031 0.0010924383190520359
leaf_count=784 223 390 79 131 268 180 164 418 367 66 51
internal_value=0 -0.0006572 0.000113533 0.00111328 -0.00108554 -0.00337341 0.00310026 0.000691817 0.00236796 -0.00160654 0.00331423
internal_weight=0 0.00937439 0.00822332 0.00497921 0.00598222 0.00261548 0.00287723 0.00336674 0.00227333 0.00210198 0.0022411
internal_count=3121 2537 2147 584 2017 964 387 1053 635 197 130
is_linear=0
shrinkage=0.0143609


Tree=2761
num_leaves=16
num_cat=0
split_feature=1374 150 484 50 47 1 52 52 52 151 2 0 4 3 0
split_gain=0.000168446 0.00019591 0.000185837 0.000132947 0.000221554 0.00018096 0.000166577 0.000161218 0.000187811 0.000138021 0.000292367 0.00019819 0.000151219 0.000229754 7.06868e-05
threshold=-0.094929999999999987 0.094365000000000018 -1.0000000180025095e-35 0.10030500000000002 0.13148500000000005 0.12873500000000002 0.11434500000000002 -0.088204999999999992 -0.057699999999999994 -0.019324999999999998 0.10882500000000002 0.089620000000000019 -0.083854999999999985 -1.0000000180025095e-35 -0.062294999999999996
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 14 -9 -10 11 12 -11 -14 -4
right_child=1 -3 3 -5 -6 -7 -8 8 9 10 -12 -13 13 -15 -16
leaf_value=-0.00069182952859577753 -0.00071972302914464961 0.00061756039280744495 -0.00067038827689492252 0.00058768945283334934 -0.00075495325458277028 0.0006968022410223509 -0.00063801254348027628 0.00072490540972558319 -0.00054549303614126682 0.00067739988598761723 0.00094455730419472838 -0.00066840556972161261 -0.00048817709141151834 0.0005510965037688083 -6.790539801271802e-05
leaf_weight=0.0010279466357950842 0.0010782214243019823 0.0014612703845937975 0.0011161822378810077 0.0010912434746930691 0.0011317742231744541 0.0010942479915833298 0.0011773627727876537 0.0013772232467739974 0.0010189333664460979 0.0011023526609141307 0.0010647195306900947 0.0011324814834279273 0.0015679250979514017 0.0010250085386474053 0.0011541392742485616
leaf_count=55 496 213 277 225 36 170 235 155 55 273 77 34 584 34 202
internal_value=0 1.90635e-05 -3.51502e-05 1.38827e-05 -3.09638e-05 3.28987e-05 -2.9001e-05 3.89059e-05 0.000149295 3.45946e-05 0.000134904 -4.36578e-05 0.000147806 -7.73435e-05 -0.00036411
internal_weight=0 0.0175931 0.0161318 0.0150536 0.0139624 0.0128306 0.0117363 0.010559 0.00828864 0.00691142 0.00589249 0.00482777 0.00369529 0.00259293 0.00227032
internal_count=3121 3066 2853 2357 2132 2096 1926 1691 1212 1057 1002 925 891 618 479
is_linear=0
shrinkage=0.00170698


Tree=2762
num_leaves=15
num_cat=0
split_feature=147 484 41 150 51 0 157 0 2 15 1 4 2 51
split_gain=0.000193211 0.000216152 0.00018113 0.000161242 0.000189761 0.000257902 0.000202208 0.000219552 0.000289864 0.000195633 0.000394564 0.000187091 0.000179073 0.000207757
threshold=0.089025000000000007 -0.0068949999999999992 0.078475000000000017 0.089910000000000018 0.078435000000000019 -0.062294999999999996 -0.077609999999999985 -0.082974999999999979 0.11177500000000001 0.090455000000000021 0.094385000000000011 -0.49405499999999997 0.10584500000000001 -0.24460499999999999
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 -8 -7 13 -13
right_child=-2 2 -4 -5 -6 11 7 -9 -10 -11 -12 12 -14 -15
leaf_value=-0.00083057970691224404 0.00074431167251480079 0.00050838294402511604 -0.00071580360703166039 -0.00047481047531666319 0.00065852542925035355 -0.00025842148808518056 -0.00097084767884943776 -0.0010936402257776239 -0.0010040623881185716 0.00071369035371842706 0.00047221418553048869 0.00019017507340156524 -6.6290455781586901e-05 0.0012633183238087023
leaf_weight=0.0011754970875514871 0.0010679528921862897 0.001144745241080691 0.001159290351851138 0.0018272051648418738 0.0018584319774702833 0.0012826530141528767 0.0012199301313531906 0.0010789472990898694 0.0011029351243376818 0.0011357434704767355 0.0013769838890909936 0.0010343442568228056 0.0010864322714578996 0.0015223290366826155
leaf_count=492 124 110 126 193 294 97 517 623 84 80 102 20 142 117
internal_value=0 -6.4564e-05 -1.10613e-05 4.10744e-05 0.000109166 2.39811e-05 -0.000202427 -0.000340003 -0.000171847 7.40583e-05 -0.000205681 0.000348455 0.000562123 0.000829161
internal_weight=0 0.0180055 0.01683 0.0156707 0.0138435 0.011985 0.00705929 0.00591454 0.00483559 0.00373266 0.00259691 0.00492576 0.00364311 0.00255667
internal_count=3121 2997 2505 2379 2186 1892 1516 1406 783 699 619 376 279 137
is_linear=0
shrinkage=0.00184769


Tree=2763
num_leaves=11
num_cat=0
split_feature=124 1 42 151 50 48 484 3 0 4
split_gain=5.05653e-05 5.41799e-05 9.22907e-05 7.77879e-05 7.36463e-05 9.3227e-05 0.00010294 0.000142623 0.000154802 5.18591e-05
threshold=-0.043384999999999993 0.12500000000000003 0.091735000000000025 -0.083274999999999988 0.088425000000000017 0.092475000000000016 0.084040000000000017 -0.083924999999999986 -0.10096999999999999 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 -5 9 -9
right_child=1 -3 -4 4 -6 -7 -8 8 -10 -11
leaf_value=0.0026620960746192406 -0.0035662860623822384 0.001855904380625833 -0.0041127265643720583 0.0021881232597389336 -0.0032519841284000314 0.0039582092811401648 0.0037480573650332397 -0.002383733223492421 -0.0063112142530822625 0.0019801811132648078
leaf_weight=0.0012071449500232105 0.0011580453100232526 0.0019166368654461559 0.0013006077963910552 0.0019137803532195468 0.0010181574873123819 0.0013742328619399669 0.0011447967178946916 0.0010398362608927442 0.0012791148716245018 0.001035555682080587
leaf_count=259 271 209 543 617 324 119 155 67 464 93
internal_value=0 -0.000289507 -0.000654557 -0.000203138 0.000239163 0.000695616 -3.51179e-06 -0.000818726 -0.00253416 -0.000206276
internal_weight=0 0.0131808 0.0112641 0.00996352 0.00880547 0.00778732 0.00641308 0.00526829 0.00335451 0.00207539
internal_count=3121 2862 2653 2110 1839 1515 1396 1241 624 160
is_linear=0
shrinkage=0.0138033


Tree=2764
num_leaves=14
num_cat=0
split_feature=147 124 123 4 48 52 13 0 475 2 43 0 48
split_gain=0.000152644 0.000142806 0.00022538 0.000189732 0.00018396 0.000201361 0.000209668 0.000169569 0.000114065 0.000183916 0.000133463 0.000226301 0.000239514
threshold=0.089025000000000007 1.0000000180025095e-35 1.0000000180025095e-35 -0.49405499999999997 0.12649500000000002 0.11434500000000002 0.18141000000000002 -0.010949999999999998 -1.0000000180025095e-35 0.10005000000000001 -0.074359999999999996 -0.10096999999999999 0.086035000000000014
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 -5 10 -10 12 -12
right_child=-2 -3 -4 4 -6 -7 -8 -9 9 -11 11 -13 -14
leaf_value=-0.00090219128105001984 0.00065777188927710478 0.00059706462123454451 0.00063697742770231665 -0.00046608866564840621 -0.00081267335643190231 -0.00071144922308227602 -0.00075046751288218409 0.00069793537043902332 0.0003677220278880125 0.00059043378331765761 0.00043004562493373366 -0.00096042036417958278 -0.00066407979389276623
leaf_weight=0.001053112749646889 0.0010430791199417351 0.0010316047957896089 0.0012598303654123713 0.0013364406252793478 0.0011052624653957307 0.0013185435927740166 0.0010100340874819322 0.0014099883922541181 0.0016766939952214364 0.0019279359197456871 0.0017689034279618479 0.001053284804134756 0.001044018566087157
leaf_count=134 124 76 207 312 71 427 97 103 367 286 118 752 47
internal_value=0 -5.61393e-05 -9.83497e-05 -0.000161351 -0.000104199 -4.17841e-05 3.6862e-05 0.000114694 2.13207e-05 0.000108512 -5.91101e-05 -0.000244218 2.396e-05
internal_weight=0 0.0169957 0.015964 0.0147042 0.0136511 0.0125458 0.0112273 0.0102173 0.00880728 0.00747084 0.0055429 0.00386621 0.00281292
internal_count=3121 2997 2921 2714 2580 2509 2082 1985 1882 1570 1284 917 165
is_linear=0
shrinkage=0.00181146


Tree=2765
num_leaves=14
num_cat=0
split_feature=14 123 48 14 0 1 0 47 12 16 4 16 16
split_gain=0.000257519 0.000160199 0.000165452 0.000163987 0.000384599 0.000235332 0.00014363 0.000248072 0.00023082 0.000254576 0.000139356 0.000213559 0.000136728
threshold=0.023790000000000002 1.0000000180025095e-35 0.12649500000000002 -0.10708499999999999 -0.10607499999999999 0.10937500000000001 -0.060129999999999996 0.085270000000000026 0.090545000000000014 -0.083539999999999989 -0.27825499999999997 0.31475000000000003 -0.094359999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 12 8 10 9 -6 11 -8 -5
right_child=-2 -3 -4 4 6 -7 7 -9 -10 -11 -12 -13 -14
leaf_value=-0.00050005411505469753 -0.0008484672878243608 0.00054946291575903774 -0.00060573493119720303 -7.2569282261049362e-05 0.00051915822774250598 0.0010073364918552516 -0.00093963832367278521 0.00070141866243506675 -0.0010040310201934485 -0.00056865448050370056 0.00021457184308094578 9.7776533925371506e-05 0.00061106037032827951
leaf_weight=0.0015088217422122028 0.0010050366829549009 0.0014798675583656716 0.0012695794469237019 0.0019694698272561678 0.0010668409776173177 0.001506849279982847 0.0011328207361103806 0.0012426524145303652 0.001149750355727671 0.0013843380144004463 0.0016202968330710126 0.0010909148473028374 0.0014030697330418397
leaf_count=100 113 257 75 141 371 104 94 64 726 730 185 89 72
internal_value=0 2.22005e-05 -2.55363e-05 2.33239e-05 8.15301e-05 0.000457504 -0.000129635 5.14114e-05 -0.000385383 -9.51994e-05 -0.000158715 -0.000430706 0.00021184
internal_weight=0 0.0178253 0.0163454 0.0150758 0.013567 0.00487939 0.00868761 0.00508668 0.00360093 0.00245118 0.00384403 0.00222374 0.00337254
internal_count=3121 3008 2751 2676 2576 317 2259 432 1827 1101 368 183 213
is_linear=0
shrinkage=0.00167351


Tree=2766
num_leaves=11
num_cat=0
split_feature=42 40 160 474 151 42 16 2 0 1
split_gain=5.04413e-05 0.000101955 0.000134998 0.000138311 0.000107105 0.000108628 0.000103985 0.000129382 0.000100489 5.78012e-05
threshold=-1.0000000180025095e-35 -0.0067649999999999993 -1.0000000180025095e-35 0.079590000000000008 -0.0083949999999999979 0.091545000000000015 0.18438500000000005 0.086885000000000004 -0.12333499999999999 0.10887500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=9 -2 3 -3 -4 6 7 -6 -9 -1
right_child=1 2 4 -5 5 -7 -8 8 -10 -11
leaf_value=-0.0041156682133937465 0.0042726811944261874 -0.006151971813222197 -0.0024926928112267302 0.00084408042817538575 0.00028343257545117929 -0.0022000052626106464 -0.0016422233133984677 0.0027223735738072098 0.0083897206082659548 0.00054118038011724144
leaf_weight=0.0012755892545482555 0.0012626643256273802 0.0014053851025543343 0.0017241304467580845 0.0010664523862452362 0.0016432925572808588 0.0012975879159786534 0.0010375128855833879 0.0013689801571196147 0.0013172729269882028 0.0010366904151510314
leaf_count=791 265 532 219 235 239 372 176 82 139 71
internal_value=0 0.00033301 -0.000125019 -0.00313359 0.000761486 0.00160334 0.00252286 0.00352097 0.0055015 -0.00202781
internal_weight=0 0.0121233 0.0108606 0.00247184 0.00838878 0.00666465 0.00536706 0.00432955 0.00268625 0.00231228
internal_count=3121 2259 1994 767 1227 1008 636 460 221 862
is_linear=0
shrinkage=0.0146482


Tree=2767
num_leaves=15
num_cat=0
split_feature=1213 402 147 11 12 160 474 151 13 16 160 52 16 3
split_gain=0.000467067 0.000284427 0.000197424 0.000214934 0.000183259 0.00026023 0.000391355 0.000255781 0.000201707 0.000250442 0.000242563 0.000186477 0.000125744 0.000116847
threshold=-1.0000000180025095e-35 0.073745000000000019 0.089025000000000007 0.08765000000000002 -0.010834999999999999 -1.0000000180025095e-35 0.084660000000000027 -0.0083949999999999979 0.17001000000000002 0.22339500000000004 0.043720000000000009 0.083680000000000018 -0.25582999999999995 0.10299500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 13 6 -6 -7 9 10 11 12 -9 -2
right_child=1 -3 -4 -5 5 7 -8 8 -10 -11 -12 -13 -14 -15
leaf_value=-0.0011534484498928774 0.00063649062343397054 0.00090163085981614878 0.0006855285662674622 -0.00079563277722112091 -0.0010699965965591004 -0.000538443005513134 0.00024272525813284754 0.00087238852908597304 -0.00046256060195350006 -0.00038351065969133047 -6.1888257852304261e-05 0.0012754544506240551 8.1508575718975131e-05 -8.1839303470643567e-05
leaf_weight=0.0010006282686739363 0.00187031194642102 0.0010618175942606846 0.001118410224525134 0.0010692802384958669 0.0016859081825568662 0.0018148935217127829 0.0010892870183209502 0.0010705862194081406 0.0012257238589512554 0.0012867220176270289 0.0017562963201263153 0.0011592562837984544 0.0012934889613395897 0.0010194782918045986
leaf_count=491 283 254 117 119 537 159 159 52 47 218 162 247 220 56
internal_value=0 4.38638e-05 -8.30177e-06 -5.57882e-05 -3.98729e-06 -9.43209e-05 -0.000554742 3.86826e-05 0.000173104 0.000291762 0.000456336 0.000714658 0.000439664 0.000383074
internal_weight=0 0.0185215 0.0174596 0.0163412 0.015272 0.0123822 0.0027752 0.00960697 0.00779207 0.00656635 0.00527963 0.00352333 0.00236408 0.00288979
internal_count=3121 2630 2376 2259 2140 1801 696 1105 946 899 681 519 272 339
is_linear=0
shrinkage=0.00170698


Tree=2768
num_leaves=13
num_cat=0
split_feature=147 11 0 12 2 4 1 16 16 2 0 16
split_gain=5.45995e-05 9.29482e-05 7.24271e-05 9.93237e-05 0.000143228 0.000129145 9.85666e-05 0.000100304 0.000105252 0.000119401 8.10516e-05 2.16837e-05
threshold=0.087350000000000025 0.079915000000000014 -0.061629999999999997 -1.0000000180025095e-35 0.10672500000000001 -0.27825499999999997 1.0000000180025095e-35 -0.27167499999999994 -0.087989999999999985 1.0000000180025095e-35 -0.15202999999999997 -0.105305
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 5 -5 -1 -8 11 -10 -11 -9
right_child=-2 -3 3 4 -6 -7 7 8 9 10 -12 -13
leaf_value=-0.0040266084210761012 0.0030711961957428126 -0.0038505115362313038 0.0051662926578133388 -0.005053217109180292 0.0044660184314014601 0.0016772329116821417 -0.0036419646514974169 0.0046665682618383976 -0.0043753485173017416 -0.0015192540510752279 0.0039410653911244615 0.0018599436790002473
leaf_weight=0.0013904186847843837 0.0010002991607423158 0.0012535388840879133 0.0010762339258335307 0.001092809392108666 0.0010678104763513496 0.0010800473439926961 0.0011648440299368438 0.0010269558676708757 0.0011208876749248652 0.0010335256982032526 0.0010383010651753843 0.0010719391986725446
leaf_count=1398 146 194 120 95 163 74 151 86 417 56 139 82
internal_value=0 -0.000271725 9.70877e-05 0.00153311 0.000326522 -0.00170776 -0.00069293 2.49883e-05 0.000832196 -0.000746215 0.0012172 0.00323318
internal_weight=0 0.0134173 0.0121638 0.0043169 0.00324067 0.00217286 0.00784687 0.00645645 0.00529161 0.00319271 0.00207183 0.0020989
internal_count=3121 2975 2781 452 332 169 2329 931 780 612 195 168
is_linear=0
shrinkage=0.0138033


Tree=2769
num_leaves=11
num_cat=0
split_feature=47 42 52 457 49 15 43 52 15 0
split_gain=6.49023e-05 9.61939e-05 8.2842e-05 0.000106175 0.000104026 0.000167078 7.97936e-05 0.000111181 0.000139129 0.000320054
threshold=0.13148500000000005 0.097315000000000026 -0.23798499999999997 0.087995000000000004 -0.00064499999999999985 -0.022504999999999997 -0.16318499999999997 -0.046924999999999988 -0.10203999999999998 -0.083914999999999976
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -6 -8 -9 -10
right_child=-2 -3 3 -5 6 -7 7 8 9 -11
leaf_value=-0.0042009148447271806 -0.0034469469066968112 0.0040684172452997002 0.00077782743621875278 0.0043064097529329839 0.0043077969742482142 -0.0075212895918850197 0.0036127848919752848 -0.004885384348624738 0.005107833481204198 -0.0041003729078819013
leaf_weight=0.0010383660342864085 0.0011475160297804163 0.0013296230546119897 0.0011313138593896516 0.0012531610226233477 0.0010659567110617068 0.0010387492843354947 0.0013935880655883007 0.001542445598895529 0.0016957675253712811 0.001674907619529768
leaf_count=330 65 421 240 137 110 179 273 258 522 586
internal_value=0 0.000258009 -0.000170104 0.000217586 -0.000319363 -0.00319473 0.00052697 -0.000112064 -0.0011686 0.000532223
internal_weight=0 0.0131639 0.0118343 0.0107959 0.00954273 0.00217006 0.00737267 0.00630671 0.00491312 0.00337068
internal_count=3121 3056 2635 2305 2168 419 1749 1639 1366 1108
is_linear=0
shrinkage=0.0149411


Tree=2770
num_leaves=17
num_cat=0
split_feature=1213 1374 402 457 124 4 48 160 11 52 157 13 3 4 3 52
split_gain=0.000493744 0.000341147 0.000289338 0.000292169 0.000190595 0.000206709 0.00019857 0.000159721 0.000172875 0.000231742 0.000246433 0.000134783 0.000187234 0.000145159 0.000160245 6.83072e-05
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.073745000000000019 0.088350000000000026 0.08919500000000001 -0.49013999999999996 -0.086869999999999989 -0.10151499999999998 0.081790000000000015 0.070205000000000017 -0.073574999999999988 -0.084774999999999989 0.099930000000000005 0.076415000000000025 -0.0087149999999999988 0.10898500000000001
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 -3 -7 -8 9 10 -9 -12 13 14 -13 -11
right_child=1 2 -4 -5 -6 6 7 8 -10 15 11 12 -14 -15 -16 -17
leaf_value=-0.0011960263504514445 -0.00089177330833848626 -0.00075213501018029771 0.00098182887730231165 0.00082987907532108818 0.00070751096373124645 -0.0007434061126503147 -0.00059483359145493984 0.00085828685770251956 -0.00051230044680952963 0.0010351460613074255 0.00031947873287166244 -0.00065402995993378099 -0.00088347387588173071 0.00045327437283379832 0.00023344321951446377 0.00040148825901036928
leaf_weight=0.0010297548941054597 0.0011152545671977423 0.0012467562128877343 0.0010628136742778715 0.0013225554121431551 0.0010108226045776056 0.0010307925106602936 0.0010528078535459512 0.0010011650185416431 0.0011868111395518808 0.0010033909582342487 0.0019365362307311399 0.001467367595977574 0.001027578013687247 0.0012045609390174778 0.0010640218742978733 0.0010611060856555443
leaf_count=491 55 149 254 104 56 56 327 227 88 240 254 446 55 126 43 150
internal_value=0 4.21878e-05 0.000101105 4.47721e-05 -2.31217e-05 -7.48297e-05 -1.00532e-05 5.29133e-05 0.000115178 0.000191434 5.25648e-05 -6.78312e-05 -0.000225286 -4.42503e-05 -0.000280997 0.00070946
internal_weight=0 0.0187943 0.0176791 0.0166163 0.0152937 0.0142829 0.0130361 0.0120053 0.0109525 0.00976573 0.00770123 0.00670006 0.00476353 0.00373595 0.00253139 0.0020645
internal_count=3121 2630 2575 2321 2217 2161 2012 1956 1629 1541 1151 924 670 615 489 390
is_linear=0
shrinkage=0.00174112


Tree=2771
num_leaves=11
num_cat=0
split_feature=2 2 52 48 48 43 4 16 52 52
split_gain=5.79497e-05 5.60112e-05 0.000129343 9.85692e-05 0.000125215 9.63823e-05 0.000167594 8.96303e-05 5.77197e-05 8.56496e-05
threshold=-1.0000000180025095e-35 0.099185000000000009 -0.088204999999999992 0.12879500000000002 0.016865000000000002 -0.0037449999999999996 -0.083854999999999985 -0.094359999999999986 -0.013374999999999998 0.10473500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 8 6 -4 -7 -3 -10
right_child=1 3 5 -5 -6 7 -8 -9 9 -11
leaf_value=0.0036917372501111432 -0.0051279891009237332 0.0034382638864307122 0.0028734501044622158 -0.0039016232204596357 0.0065321264186110565 -0.0010204900296814296 -0.0060419454591643142 0.0049256300569283122 -0.0036323043747461584 0.0026430691734522596
leaf_weight=0.0010864661700590974 0.0018904702075928674 0.001151207494649217 0.0010016239712778657 0.0010199043523303145 0.0012155879926670906 0.001373448737556595 0.0014775943419444778 0.0015033025046559951 0.0015251506026625764 0.0010327136477513831
leaf_count=199 379 278 301 78 185 161 804 358 228 150
internal_value=0 -0.000351122 -0.00134419 0.000859436 0.00184546 -8.6458e-06 -0.00244005 0.00208677 0.000309478 -0.00109868
internal_weight=0 0.013191 0.00724644 0.00594456 0.00492466 0.00535597 0.00247922 0.00287675 0.00370907 0.00255786
internal_count=3121 2922 2003 919 841 1624 1105 519 656 378
is_linear=0
shrinkage=0.0168261


Tree=2772
num_leaves=12
num_cat=0
split_feature=156 484 42 43 0 16 15 4 2 1 2
split_gain=4.99698e-05 7.40423e-05 8.66688e-05 0.00012903 0.000156723 7.22514e-05 0.000128504 0.000135769 0.000212574 6.72761e-05 3.43081e-05
threshold=0.091255000000000017 0.085515000000000022 -1.0000000180025095e-35 -0.074359999999999996 -0.061629999999999997 0.22339500000000004 -0.095869999999999983 0.0061450000000000003 0.092235000000000025 0.10781 0.10497000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 -4 6 10 8 -8 -1 -5
right_child=-2 -3 3 5 -6 -7 7 -9 -10 -11 -12
leaf_value=-0.0058663073214282957 -0.0034354931342451562 0.0041596045659875866 0.00034626402875831294 -0.004990150707223133 0.0080488691524417035 -0.0043230849910157552 -0.0056201596841396135 0.0050573807227684711 0.0043958313594564674 -0.0001485213832967119 -0.0010354431753675829
leaf_weight=0.0010646307052119821 0.0010103188435578924 0.0011010273825192299 0.0016881374068489097 0.0011041823300413844 0.0010947418643099099 0.0011307075172700409 0.0011308596674462564 0.0017459974042645324 0.0010071404673566695 0.0010063554740932235 0.0011017734391093898
leaf_count=734 273 282 569 115 113 110 440 143 180 57 105
internal_value=0 0.000223419 -0.000135505 0.000475707 0.00337635 -0.000642216 4.12025e-05 0.00177698 -0.000901961 -0.00308786 -0.00301496
internal_weight=0 0.0131756 0.0120745 0.0100035 0.00278288 0.00722066 0.00608995 0.003884 0.002138 0.00207099 0.00220596
internal_count=3121 2848 2566 1775 682 1093 983 763 620 791 220
is_linear=0
shrinkage=0.0158556


Tree=2773
num_leaves=11
num_cat=0
split_feature=2 13 52 0 39 133 1 4 2 15
split_gain=5.54565e-05 5.36498e-05 0.00011742 0.000105918 8.65155e-05 0.000122176 0.00010658 0.000182172 0.000145304 8.5467e-05
threshold=-1.0000000180025095e-35 -0.084034999999999985 0.10160000000000001 -0.084269999999999984 0.091820000000000013 1.0000000180025095e-35 0.086560000000000012 0.0061450000000000003 0.11411 -0.092489999999999989
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -3 -8 9 -9
right_child=1 4 -4 -5 -6 -7 7 8 -10 -11
leaf_value=0.0031695495810796785 0.00028721505415978138 0.0022826588078107782 -0.0032854066802835771 0.0057198931869328401 0.0028838143623667978 -0.0058331778273633186 -0.0060694608418003738 -0.00053497988816055247 -0.0042670613783551666 0.005422937390841218
leaf_weight=0.0010732095853870872 0.0019572931052645208 0.0018296319081137916 0.0010161113458717844 0.0012694643150641342 0.00110400126221861 0.0011819734549404328 0.001510865711860359 0.001052795600299028 0.0010671078563027347 0.0010144213213068576
leaf_count=199 522 634 172 165 122 686 413 37 89 82
internal_value=0 -0.000294925 0.00105707 0.00242453 -0.000949701 -0.00150244 -0.000711867 -0.00189134 0.000122675 0.00238868
internal_weight=0 0.0130037 0.00424287 0.00322676 0.0087608 0.0076568 0.00647482 0.00464519 0.00313432 0.00206722
internal_count=3121 2922 859 687 2063 1941 1255 621 208 119
is_linear=0
shrinkage=0.0146482


Tree=2774
num_leaves=11
num_cat=0
split_feature=2 159 52 52 52 42 51 16 16 43
split_gain=4.5166e-05 5.12497e-05 6.79131e-05 0.000173869 0.000118457 6.22144e-05 7.42505e-05 8.2101e-05 0.000153594 0.000134684
threshold=-1.0000000180025095e-35 0.091530000000000014 -0.24164999999999998 -0.081429999999999989 -0.0064899999999999992 0.092620000000000022 0.012085000000000002 -0.088394999999999987 -0.5048999999999999 -0.0037449999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 7 8 -6 -9
right_child=1 -3 3 4 5 -7 -8 9 -10 -11
leaf_value=0.0027007491289296622 -0.0027081757882203689 -0.0030904616919864409 0.0048762291806318065 -0.0039248158971015822 0.0023224867752133114 -0.0024230525344748947 0.0042957417995429714 -0.0012576982613218888 -0.0045573430333415172 0.005028085422282033
leaf_weight=0.0010684372509542637 0.0015209075261534881 0.0011082113253336025 0.001433606754129243 0.0014422284019631115 0.0011109729169674898 0.0012390286181418082 0.0010574838729152467 0.0012551370701301507 0.0013941503849135696 0.001345938334032373
leaf_count=199 357 332 217 313 122 399 207 452 338 185
internal_value=0 -0.000252385 1.41687e-05 0.000416992 -0.000305771 0.000399307 0.00096666 0.000277214 -0.00150627 0.00199491
internal_weight=0 0.0129077 0.0117995 0.0102785 0.00884494 0.00740271 0.00616368 0.0051062 0.00250512 0.00260108
internal_count=3121 2922 2590 2233 2016 1703 1304 1097 460 637
is_linear=0
shrinkage=0.0138033


Tree=2775
num_leaves=11
num_cat=0
split_feature=1 3 12 13 0 4 43 3 0 4
split_gain=4.45697e-05 9.25307e-05 0.000124945 9.69209e-05 8.75488e-05 8.8289e-05 8.76063e-05 7.77071e-05 7.47879e-05 4.60062e-05
threshold=0.090405000000000013 0.083060000000000009 0.090840000000000018 -0.0039049999999999992 0.041630000000000007 -0.49405499999999997 -0.0037449999999999996 0.13524500000000003 -0.22491999999999998 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 6 -6 -1 8 -3 -8
right_child=1 7 3 -5 5 -7 9 -9 -10 -11
leaf_value=-0.005103931845560291 0.0052545017653494478 -0.00032074353897620434 -0.0032924833188201488 0.0031556711220855371 -0.0018198859052090369 0.0044651934835362129 0.001731454465751611 0.0023057196016428236 -0.0057218084991066702 -0.0028131459947465017
leaf_weight=0.0016816260074924315 0.0019125183057373662 0.0014966503900915029 0.0011547577559163631 0.0010996566661177804 0.001033090123458578 0.0011316960841969426 0.0011615795431172086 0.0011528907287857715 0.0010570267507068465 0.0010030704483576557
leaf_count=1322 391 76 247 174 62 56 383 173 60 177
internal_value=0 0.000742689 0.00233204 -0.000147207 -0.00103481 0.0014658 -0.00244222 -0.00104407 -0.00255637 -0.000374454
internal_weight=0 0.0078735 0.00416693 0.00225441 0.00601106 0.00216479 0.00384628 0.00370657 0.00255368 0.00216465
internal_count=3121 1121 812 421 2000 118 1882 309 136 560
is_linear=0
shrinkage=0.0155448


Tree=2776
num_leaves=11
num_cat=0
split_feature=132 42 160 4 52 49 42 3 0 3
split_gain=4.48663e-05 9.64517e-05 9.27062e-05 0.000164586 0.000134429 0.000127631 0.000145818 0.000140631 9.59651e-05 7.76939e-05
threshold=0.081240000000000021 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.036839999999999991 0.10744000000000002 -0.043469999999999995 0.091545000000000015 0.11924500000000002 -0.13843999999999998 -0.078934999999999991
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 8 7 9 -4 -7
right_child=-2 2 4 -5 -6 6 -8 -9 -10 -11
leaf_value=-0.0034521465703822142 0.0025486808049861131 -0.0063981167461404816 0.00043248952118962335 0.00072478050075829286 0.005389594792900747 -0.00077677247591641577 -0.0057041671989505544 -0.0037333132743888843 0.0059745774732208878 0.0039626891684849223
leaf_weight=0.0015802256592892744 0.0011830465440617445 0.0010228593300875945 0.0013889716131539331 0.0015618581763648057 0.0011017495418731808 0.0011581942809954654 0.0010202661416769507 0.001218563332533118 0.0010417948271207837 0.001529037989181248
leaf_count=700 321 258 100 503 133 391 336 83 136 160
internal_value=0 -0.000262538 0.000193875 -0.00209399 0.000892985 0.000219578 -0.00105756 0.000156222 0.00280776 0.00191999
internal_weight=0 0.0126235 0.0110433 0.00258472 0.00845858 0.00735683 0.00492606 0.0039058 0.00243077 0.00268723
internal_count=3121 2800 2100 761 1339 1206 970 634 236 551
is_linear=0
shrinkage=0.0138033


Tree=2777
num_leaves=9
num_cat=0
split_feature=1 52 3 3 0 2 52 12
split_gain=5.13607e-05 0.000151821 0.000100813 0.000100554 0.00010753 0.000122206 0.000103653 9.55026e-05
threshold=0.11230000000000001 0.11434500000000002 0.10299500000000002 0.090900000000000009 -0.084269999999999984 0.089885000000000007 -0.066844999999999988 0.088615000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 -1 -5 -6
right_child=2 -3 -4 6 7 -7 -8 -9
leaf_value=-0.0067681509450949716 0.0045683420315212678 -0.0065729874772267596 -0.001037781284890177 -9.7181608321145183e-05 0.0035918524299207188 0.00034824249570816393 0.0067570286741148507 -0.0023247872111414611
leaf_weight=0.0015670000684611233 0.0018318552060972966 0.0011375726334954235 0.001951295051417834 0.0014915250958658643 0.0018440186154893273 0.0013008635835987984 0.0011516983756720833 0.0014242540494761226
leaf_count=722 300 401 185 91 406 266 64 686
internal_value=0 -0.000673642 0.00167678 9.0757e-05 -0.00111476 -0.00354015 0.00288932 0.00101349
internal_weight=0 0.00991693 0.00378315 0.00877936 0.00613614 0.00286786 0.00264322 0.00326827
internal_count=3121 2636 485 2235 2080 988 155 1092
is_linear=0
shrinkage=0.0171627


Tree=2778
num_leaves=16
num_cat=0
split_feature=14 1374 457 11 43 12 16 12 13 15 52 47 13 1 52
split_gain=0.000314329 0.000206706 0.00039153 0.000209448 0.000183781 0.000360384 0.000216212 0.000193241 0.000150151 0.000238733 0.000171001 0.000186659 0.000154636 0.000166047 0.000101217
threshold=0.057600000000000005 -0.08070999999999999 0.085360000000000005 0.087830000000000005 -0.052894999999999991 0.051320000000000005 -0.078844999999999985 0.09202500000000001 -0.095304999999999987 -1.0000000180025095e-35 -0.068719999999999989 0.092710000000000015 -0.49353499999999995 0.08844500000000001 -0.012164999999999999
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 -7 -8 12 10 -10 -12 -6 -14 -3
right_child=-2 2 -4 -5 8 6 7 -9 9 -11 11 -13 13 -15 -16
leaf_value=-0.00070741185481261785 -0.00092946661015567056 0.0011897796490999985 0.00089115781666098738 -0.00071775677978839862 -0.0003677946249073455 0.00041297544838731257 -0.00088517395963552171 0.00013395204646019247 -0.00060128221808543152 -0.00074106671694108145 0.00060068810898353145 -0.00030857137141006649 2.6178900092374538e-05 0.00088203600064274573 0.00045825661602979644
leaf_weight=0.0010004591253980335 0.0010018231212103315 0.0010837900129377423 0.0015044210710830645 0.0010675310613574842 0.0010845075784700065 0.0017032643369723271 0.0010737957160755485 0.0010123144465645382 0.0010045020410310483 0.0019643899771147073 0.0014806963333110247 0.0011035735395934915 0.0015182080553443706 0.0010911592366444345 0.0010361879097723946
leaf_count=56 107 135 147 106 62 304 416 296 120 790 173 89 102 101 117
internal_value=0 3.26779e-05 7.44432e-05 -1.28955e-06 4.91744e-05 0.000279696 -2.94212e-05 -0.000390629 -9.81414e-05 -0.000272066 -1.53489e-05 0.000212403 0.000163327 0.000384073 0.000832231
internal_weight=0 0.0187288 0.0177283 0.0162239 0.0151564 0.00590935 0.00378937 0.00208611 0.00924704 0.00555316 0.00358877 0.00258427 0.00369387 0.00260937 0.00211998
internal_count=3121 3014 2958 2811 2705 1268 1016 712 1437 1172 382 262 265 203 252
is_linear=0
shrinkage=0.00167351


Tree=2779
num_leaves=11
num_cat=0
split_feature=48 4 3 52 13 150 48 2 43 13
split_gain=4.89693e-05 0.000104315 6.63481e-05 0.000152786 8.46037e-05 8.94959e-05 0.000107909 0.000105721 0.000118014 7.77608e-05
threshold=0.12737000000000001 0.40473500000000007 0.10542000000000001 -0.0092699999999999987 -0.095539999999999986 0.088380000000000014 0.083985000000000018 0.084245000000000014 -0.074359999999999996 0.043850000000000007
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 7 8 -6 -9
right_child=-2 -3 3 -5 5 -7 -8 9 -10 -11
leaf_value=-0.0048156167905258097 -0.0033936078177404447 0.0041827997980414316 0.0063098092245063749 -0.001561849605491227 0.0042143720929863357 -0.0046104295491471731 0.0044902913857633895 -0.0062417526786176809 -0.0021628357251261771 -0.00030360301659898792
leaf_weight=0.001214852465572863 0.0010042818215101898 0.0014914856350294247 0.0011308859226756285 0.0013719065633797092 0.0016156506012879549 0.0010447910502450267 0.0012917202998983333 0.0010998552888794668 0.0013301347092451454 0.0011179076139675827
leaf_count=173 96 285 80 59 237 187 320 1025 414 245
internal_value=0 0.000243305 -0.000280483 0.00199496 -0.000933955 -0.000305207 0.000391597 -0.000633738 0.00133482 -0.00324851
internal_weight=0 0.0127092 0.0112177 0.00250279 0.00871491 0.00750006 0.00645527 0.00516355 0.00294579 0.00221776
internal_count=3121 3025 2740 139 2601 2428 2241 1921 651 1270
is_linear=0
shrinkage=0.0158556


Tree=2780
num_leaves=16
num_cat=0
split_feature=147 484 457 12 156 1 52 3 4 42 3 42 52 2 16
split_gain=0.000204619 0.000184268 0.000144762 0.000127169 0.000187132 0.000180503 0.000204419 0.000231106 0.00017854 0.000193864 0.000145652 0.000138257 0.000281946 0.00012555 6.76777e-05
threshold=0.089025000000000007 -0.0068949999999999992 0.10378500000000002 0.11650500000000001 0.091255000000000017 0.10937500000000001 0.11434500000000002 0.10732000000000001 -1.0000000180025095e-35 0.086325000000000013 -0.072199999999999986 -1.0000000180025095e-35 -0.0064899999999999992 0.10981000000000002 -0.074319999999999983
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 -7 -3 -13 -12 -10
right_child=-2 2 -4 -5 -6 10 -8 -9 14 -11 13 12 -14 -15 -16
leaf_value=-0.00074870660338600655 0.00074348845038381525 -0.00010032114068817097 -0.00063311163192509461 -0.00053251680771851764 -0.0006151095472582349 0.0010093521223908091 -0.00064691287854465567 0.00088988885404142344 -0.00066345000329007232 -0.00039046503397222341 -0.00015830265582044594 2.300472149302022e-05 0.0011876195599662867 0.00064735046696136442 -6.0270437732402955e-05
leaf_weight=0.0010993198374702291 0.001020326699679548 0.0011886807859524469 0.0010637626696425864 0.0011232440895636272 0.0010945976572017202 0.0010727354498194508 0.0012426900206573182 0.0010121564160243679 0.0012926909134840375 0.0013073162970173302 0.0012014026438302771 0.0012294731926614372 0.0012928048420626161 0.0011454376783942288 0.0010002480851389718
leaf_count=492 124 497 54 111 219 75 284 31 156 377 106 204 98 145 148
internal_value=0 -5.87971e-05 -1.21739e-05 3.12721e-05 7.62481e-05 0.000134525 1.17923e-05 0.000110138 2.19002e-06 0.000186106 0.000477861 0.000389224 0.000619933 0.000234918 -0.000400325
internal_weight=0 0.0173666 0.0162672 0.0152035 0.0140802 0.0129856 0.00956606 0.00832337 0.00731121 0.00501828 0.00341958 0.00371096 0.00252228 0.00234684 0.00229294
internal_count=3121 2997 2505 2451 2340 2121 1795 1511 1480 1176 326 799 302 251 304
is_linear=0
shrinkage=0.00174112


Tree=2781
num_leaves=14
num_cat=0
split_feature=147 484 50 47 47 52 52 49 13 133 13 2 16
split_gain=0.00017383 0.000103655 0.000106849 0.000110605 0.000180472 0.000117909 0.000151279 0.000141775 0.000178083 0.000208696 0.000171741 0.000127278 5.10645e-05
threshold=0.089025000000000007 -1.0000000180025095e-35 0.10030500000000002 0.13148500000000005 0.10254000000000001 0.11434500000000002 0.096795000000000006 -0.080089999999999981 0.0076650000000000008 0.076280000000000014 -0.020934999999999999 0.096325000000000008 -0.087989999999999985
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 9 10 -9 -12 -3
right_child=-2 2 -4 -5 -6 -7 -8 8 -10 -11 11 -13 -14
leaf_value=-0.00055959556223059051 0.00067980954013406201 0.000591667396362457 0.00052759756091948814 -0.00059161038735373178 0.00059155278007198451 -0.00059666236175571162 0.0005881618707569659 -0.00066400186244628594 -0.00074910590181552288 0.00052402791298506194 0.00032356597676312795 -0.00043674233526948481 4.4652795439790477e-05
leaf_weight=0.0011249686729447343 0.0010543271941884534 0.0010162929494439421 0.0010370603632495782 0.0010626998355074404 0.0013656909754227566 0.0011900988744526922 0.0011144729842106358 0.0018168005301916631 0.0014514969785759894 0.0013822363857633841 0.0016921402130167418 0.0011022531206265063 0.0010537590058992763
leaf_count=504 124 50 226 36 111 272 122 454 295 383 329 78 137
internal_value=0 -4.95232e-05 -1.19821e-05 -5.12563e-05 -7.70503e-06 -7.69463e-05 -1.87577e-05 -8.98451e-05 -0.000201914 -6.93943e-05 -0.000247277 2.36611e-05 0.00031321
internal_weight=0 0.01641 0.015285 0.0142479 0.0131852 0.0118196 0.0106295 0.00951498 0.00744493 0.00599343 0.00461119 0.00279439 0.00207005
internal_count=3121 2997 2493 2267 2231 2120 1848 1726 1539 1244 861 407 187
is_linear=0
shrinkage=0.00174112


Tree=2782
num_leaves=10
num_cat=0
split_feature=124 1 15 47 4 52 13 4 13
split_gain=4.68501e-05 4.87842e-05 9.49223e-05 6.47342e-05 0.000107711 9.17872e-05 0.000116687 9.79437e-05 6.90865e-05
threshold=-0.043384999999999993 0.12500000000000003 0.091650000000000023 0.092530000000000015 -0.084369999999999987 -0.0027449999999999996 -0.084319999999999992 0.0061450000000000003 -0.072819999999999982
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 8 7 -7 -6 -2
right_child=1 -3 -4 -5 5 6 -8 -9 -10
leaf_value=0.003096190920780255 0.00051090139619802753 0.0021151719942205764 -0.0053535172697063062 -0.0034273960068429638 -0.0035030474741556189 -0.00063890755740227188 0.006007103219682286 0.0024117093399800278 -0.0049937282265551585
leaf_weight=0.0011535569303957926 0.0010702724887272641 0.0018523548524795328 0.0010467822282381719 0.0014129262063161197 0.0014558738339022132 0.0011057448316731432 0.0018421567842460025 0.0014733084350354842 0.0013467836746814876
leaf_count=259 90 209 466 251 508 291 496 142 409
internal_value=0 -0.000308934 -0.000726488 -0.000227522 0.000317584 0.00149951 0.00351421 -0.000528067 -0.00255628
internal_weight=0 0.0126062 0.0107538 0.00970707 0.00829414 0.00587708 0.0029479 0.00292918 0.00241706
internal_count=3121 2862 2653 2187 1936 1437 787 650 499
is_linear=0
shrinkage=0.0161728


Tree=2783
num_leaves=10
num_cat=0
split_feature=48 50 4 151 15 16 16 16 12
split_gain=4.48252e-05 9.33273e-05 0.000127594 6.79876e-05 0.000128934 0.000109719 0.000205587 8.27585e-05 2.59007e-05
threshold=0.12737000000000001 0.088425000000000017 0.40473500000000007 -0.024429999999999997 -0.10203999999999998 -0.084119999999999986 0.058835000000000005 0.38525000000000004 0.086850000000000024
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 8 -7 -8 -6
right_child=-2 -3 -4 4 5 6 7 -9 -10
leaf_value=0.0028348501234332591 -0.0032388476073248827 -0.0037939044653578506 0.0057417338808854676 -0.005409698428481372 -0.0045781198641143186 0.0061297761943952533 -0.0032799699590202571 0.0016171426033292483 -0.0010036102074299914
leaf_weight=0.0019094573833020106 0.0010080481986587597 0.0012975392153535383 0.0011336781981169065 0.0011506689153422756 0.0010283944057304433 0.0016614053296419261 0.001613284501667844 0.0018768709750085974 0.0010102497431558246
leaf_count=375 96 522 260 187 210 726 198 277 270
internal_value=0 0.000235024 0.000694238 0.000135989 -0.000481855 0.000306761 0.00153889 -0.000646492 -0.00280677
internal_weight=0 0.0126815 0.011384 0.0102503 0.00834087 0.0071902 0.00515156 0.00349016 0.00203864
internal_count=3121 3025 2503 2243 1868 1681 1201 475 480
is_linear=0
shrinkage=0.0158556


Tree=2784
num_leaves=11
num_cat=0
split_feature=11 3 124 0 13 42 0 49 2 1
split_gain=4.4498e-05 7.95932e-05 6.84332e-05 8.74628e-05 0.000134573 0.000123318 8.33351e-05 0.000148642 0.000173021 9.123e-05
threshold=0.081790000000000015 -0.12018999999999998 -0.043384999999999993 -0.053834999999999994 -0.073839999999999975 0.091295000000000015 -0.083914999999999976 -0.069799999999999987 0.11215000000000001 0.094825000000000007
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 7 -4 9 -9
right_child=-2 2 3 4 -6 -7 -8 8 -10 -11
leaf_value=0.003428691448372578 -0.0031591614302501196 0.0034901772406736938 -0.0047773995165173505 0.00081875440258794225 -0.0070009916836228942 0.0051909408905773183 -0.0046028235290804008 0.0014358235692881393 -0.0030818144279474457 0.0072582482578256776
leaf_weight=0.0017043910018599189 0.0010468888453221839 0.0011010166701050936 0.0011968429403865881 0.0010165392665431169 0.0012140397711775507 0.0010453811280068479 0.0011239718516986106 0.0016544979378703617 0.0013572108440194075 0.0011445835765175744
leaf_count=180 175 251 135 54 222 482 661 768 107 86
internal_value=0 0.00024328 -0.000256918 -0.000679924 -0.00343731 0.000137699 -0.000677876 0.000146226 0.00156403 0.00381669
internal_weight=0 0.0125585 0.0108541 0.00975307 0.00223058 0.00752249 0.00647711 0.00535314 0.00415629 0.00279908
internal_count=3121 2946 2766 2515 276 2239 1757 1096 961 854
is_linear=0
shrinkage=0.0158556


Tree=2785
num_leaves=11
num_cat=0
split_feature=1 52 0 0 4 3 1 1 4 1
split_gain=4.46405e-05 0.000137489 8.1509e-05 0.000145289 0.000120535 7.39084e-05 6.31713e-05 0.000123519 4.72946e-05 3.56326e-05
threshold=0.11230000000000001 0.11434500000000002 -0.077999999999999986 -0.10096999999999999 -0.49013999999999996 0.10299500000000002 0.10708500000000001 0.091615000000000016 -0.14098499999999997 0.083135000000000014
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -4 -2 7 9 -6 -1
right_child=5 -3 4 -5 8 -7 -8 -9 -10 -11
leaf_value=-0.0030478660441223128 0.0039262600112822772 -0.0060537637297577666 -0.0025521884765513122 -0.0061740560900177786 0.0067834448020923166 -0.00070861380446725374 -0.0032296145385301241 0.0061323615763448783 0.0019842140390543355 0.0012487343933591777
leaf_weight=0.0010136992547739041 0.001797218394294608 0.0011162527610920113 0.0010160763313319943 0.0012123756932600604 0.0010793863685338093 0.0019543161872913883 0.0010311258334874118 0.0010380765907163081 0.0011585131698056529 0.0010900749559680234
leaf_count=157 300 401 150 1170 76 185 54 112 450 66
internal_value=0 -0.000605603 9.83316e-05 -0.00114718 0.00215966 0.00151178 0.000313282 0.00147603 0.00429898 -0.000821574
internal_weight=0 0.00975558 0.00863933 0.00538535 0.00325398 0.00375153 0.00417298 0.00314185 0.0022379 0.00210377
internal_count=3121 2636 2235 1559 676 485 389 335 526 223
is_linear=0
shrinkage=0.0164962


Tree=2786
num_leaves=15
num_cat=0
split_feature=484 1374 457 1 12 2 12 1 52 2 3 0 16 0
split_gain=0.000154955 0.000107389 0.000174697 0.000144559 0.000245583 0.000137885 0.000195392 0.000127042 0.000139071 0.000166089 0.000244238 0.000120304 0.000216429 5.81485e-05
threshold=-0.0068949999999999992 -0.08070999999999999 0.087995000000000004 0.12811000000000003 0.11650500000000001 0.11548000000000001 0.10097500000000002 0.10708500000000001 -0.088204999999999992 0.10097500000000002 0.084940000000000015 -0.071924999999999989 -0.083539999999999989 -0.053834999999999994
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 8 -3 10 11 12 -10 -5
right_child=1 2 -4 13 -6 -7 -8 -9 9 -11 -12 -13 -14 -15
leaf_value=-0.00065082006648888556 -0.00051208851213761742 -0.00056983624572680912 0.00080749085313431776 0.0007586760665890997 -0.00090401282246778576 0.00052173467250921719 0.00065426200873575113 -0.00063218504022428338 0.00027582934565563102 -0.00054075114894082312 0.00099337425527493725 0.0004870787833558517 -0.00077417118694682525 0.00015896637634675676
leaf_weight=0.0011429195625605832 0.001086765618272585 0.0013566620968588515 0.001004715653155761 0.0010790985183360084 0.0010096396049983679 0.0015969040377750857 0.0011387174876224199 0.0014550563090599267 0.0013852841242193842 0.0011661461940937808 0.0010507094503906522 0.001171947487971938 0.0012040422967973103 0.0010436382610734185
leaf_count=503 58 315 101 123 87 191 165 143 480 116 37 118 580 104
internal_value=0 3.85586e-05 7.6766e-05 2.66787e-05 -4.73499e-05 2.76944e-05 -5.17668e-05 -0.000143232 -4.62351e-05 7.25897e-05 0.000221228 5.52949e-06 -0.000212423 0.00046383
internal_weight=0 0.0167493 0.0156626 0.0146578 0.0125351 0.0115255 0.00992857 0.00878985 0.00733479 0.00597813 0.00481198 0.00376127 0.00258933 0.00212274
internal_count=3121 2618 2560 2459 2232 2145 1954 1789 1646 1331 1215 1178 1060 227
is_linear=0
shrinkage=0.00181146


Tree=2787
num_leaves=11
num_cat=0
split_feature=457 16 11 1 4 16 4 2 43 43
split_gain=3.99306e-05 0.000101258 8.95723e-05 8.14235e-05 0.000152977 0.000123045 0.000116424 0.00010089 6.02894e-05 6.44894e-05
threshold=-0.0029299999999999994 -0.5048999999999999 1.0000000180025095e-35 0.11323000000000001 -0.0016099999999999997 -0.073849999999999985 -0.059649999999999988 0.113445 -0.084004999999999982 0.070450000000000013
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -6 8 -5 -3 -10
right_child=1 2 -4 7 5 -7 -8 -9 9 -11
leaf_value=-0.0029884082545603595 0.0042866769529797304 0.002197646529546913 -0.0046238436948110306 9.161375027072164e-05 -0.0075389874862706293 -0.0007538366895357458 0.0052349110603257063 0.0062327372459931142 -0.0044504462560495308 0.00083444162391181002
leaf_weight=0.0010098544313185834 0.0013258174414654883 0.0013559527071479545 0.0010303649872283318 0.0016556115594476613 0.0011302355652283429 0.0015068418946195363 0.0011818750719218953 0.0010604913212871152 0.00118199355942395 0.001056757022660948
leaf_count=252 202 206 195 154 242 260 536 187 782 105
internal_value=0 0.000225223 -0.000257276 0.000186877 -0.000656684 -0.00366191 0.00100246 0.00248939 -0.000389098 -0.00195582
internal_weight=0 0.0124859 0.0111601 0.0101298 0.00741366 0.00263708 0.00477658 0.0027161 0.0035947 0.00223875
internal_count=3121 2869 2667 2472 2131 502 1629 341 1093 887
is_linear=0
shrinkage=0.0155448


Tree=2788
num_leaves=11
num_cat=0
split_feature=47 4 1 42 156 43 151 0 15 0
split_gain=3.77655e-05 7.0651e-05 0.000152902 6.32143e-05 7.94429e-05 9.09989e-05 9.75322e-05 9.55811e-05 7.67607e-05 0.000108194
threshold=0.13148500000000005 0.24564500000000003 0.111945 -1.0000000180025095e-35 0.084085000000000007 -0.074359999999999996 -0.0038099999999999996 -0.064339999999999994 -0.037864999999999989 -0.084144999999999984
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 7 -7 -5 -8 -10
right_child=-2 2 -4 4 -6 6 8 -9 9 -11
leaf_value=-0.0031996095610536271 -0.0024931159662170276 -0.00091505241429455349 0.005999952325001918 0.00026725614409638029 -0.0035071466047231401 0.0031357077782656496 -0.0047738734861426735 0.0062379823452885447 0.0027684836078395465 -0.0026151184504393096
leaf_weight=0.0013189325310648181 0.0011155743071431098 0.0013634371288918088 0.0011845684805237577 0.0011269406543718131 0.0010505018325215904 0.0012118887320502507 0.0010125914805454569 0.0010058405416164943 0.0013008800824442389 0.0017162463896301392
leaf_count=784 65 147 264 515 348 92 148 98 256 404
internal_value=0 0.000212371 0.00229974 -0.000333474 0.000115225 0.000631242 -0.00036641 0.00308311 -0.00141963 -0.000293896
internal_weight=0 0.0122918 0.00254801 0.00974382 0.00842489 0.00737439 0.00524161 0.00213278 0.00402972 0.00301713
internal_count=3121 3056 411 2645 1861 1513 900 613 808 660
is_linear=0
shrinkage=0.0140794


Tree=2789
num_leaves=13
num_cat=0
split_feature=484 50 48 4 12 43 13 12 151 16 0 15
split_gain=0.000151785 0.000120517 0.000186601 0.000155319 0.000107053 0.000104283 0.000143904 0.000218929 0.000182288 0.000182657 0.00014562 3.37204e-05
threshold=-0.0068949999999999992 0.10030500000000002 0.11951500000000001 0.27834500000000006 0.10673000000000001 0.12450000000000001 -0.063184999999999977 0.084100000000000022 -0.024429999999999997 -0.079109999999999986 -0.053834999999999994 -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 -2 -8 -10 11 -11
right_child=1 -3 -4 -5 -6 -7 8 -9 9 10 -12 -13
leaf_value=-0.00064862143604347004 0.00018117863949723589 0.00061465938248075587 -0.00073914757041835448 0.0005615969919180112 -0.00051103780679498043 0.0005303186759974131 0.00069257110885613212 -0.00075747457605949823 -0.00055224277127039758 0.00073186828395940362 -0.00017497901144179201 0.00027486734146597245
leaf_weight=0.0011066266321110496 0.0014133947927687006 0.0010445488563981401 0.0010290704786011231 0.0016198802949779116 0.0012725454799985643 0.0011867684156494631 0.0013894132344526317 0.0017590801601274162 0.0015151349612692686 0.0010220847050208858 0.0019479297481249085 0.0010148747054275261
leaf_count=503 200 226 71 283 171 121 132 591 392 105 168 158
internal_value=0 3.1174e-05 -9.00216e-06 4.41317e-05 -2.28132e-05 3.24189e-05 -2.63067e-05 -0.000339288 0.000117816 -2.73784e-05 0.000172186 0.000504177
internal_weight=0 0.0162147 0.0151702 0.0141411 0.0125212 0.0112487 0.0100619 0.00317247 0.00688944 0.00550002 0.00398489 0.00203696
internal_count=3121 2618 2392 2321 2038 1867 1746 791 955 823 431 263
is_linear=0
shrinkage=0.00177594


Tree=2790
num_leaves=15
num_cat=0
split_feature=124 1374 150 15 12 159 14 403 52 151 52 13 0 3
split_gain=0.000229497 0.000199513 0.000298832 0.000266784 0.000176038 0.000138479 0.000171642 0.000182299 0.000174662 0.000205932 0.000170179 0.000180321 0.000188604 0.000182701
threshold=0.08919500000000001 -0.094929999999999987 0.081835000000000019 -0.089964999999999976 0.11650500000000001 0.10497500000000001 -0.074569999999999984 -1.0000000180025095e-35 -0.12005499999999998 -0.033849999999999991 0.11434500000000002 -0.094514999999999988 -0.10011499999999998 -0.082094999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 -3 -8 -9 -10 11 -11 -13 -14
right_child=-2 2 3 -5 -6 -7 7 8 9 10 -12 12 13 -15
leaf_value=-0.00085186578878340712 0.00081886955992311835 -0.00071787394968975485 0.0012003223539004111 5.3839281451834912e-05 -0.0008568038941816963 -0.00070359966256041014 -0.00067175413272813013 -0.00053039809297236186 -0.00044020284500382586 0.00091589316682167527 -0.00024101691332090375 0.00074678127079158075 0.00032176758591915264 -0.00065029643426898381
leaf_weight=0.0010017737675427343 0.0010153978977873171 0.0010458182992923457 0.0011341956839046874 0.0016134524824770345 0.0010034261595134398 0.0010429961062235144 0.0010430140338379126 0.0011843552728237504 0.0013579622378005075 0.0019214052653400565 0.0014166803732569453 0.0015739040366259081 0.0016972982818613501 0.0010132164132465446
leaf_count=54 60 88 101 254 131 221 694 351 141 134 278 95 248 271
internal_value=0 -6.62129e-05 -2.00456e-05 0.000527094 -0.000125174 -6.9962e-05 -1.60286e-05 4.94616e-05 0.000123466 0.000209698 0.000325479 0.0004548 0.000248017 -4.15993e-05
internal_weight=0 0.0180495 0.0170477 0.00274765 0.0143001 0.0132967 0.0122537 0.0112078 0.0101648 0.00898047 0.0076225 0.00620582 0.00428442 0.00271051
internal_count=3121 3061 3007 355 2652 2521 2300 2212 1518 1167 1026 748 614 519
is_linear=0
shrinkage=0.00181146


Tree=2791
num_leaves=17
num_cat=0
split_feature=1213 1374 484 457 50 42 43 12 16 474 51 151 13 1 3 13
split_gain=0.000431871 0.000307754 0.000337086 0.00024838 0.000241824 0.000141295 0.000227661 0.000237917 0.000366493 0.000254897 0.000197802 0.00046906 0.00019915 0.000209314 0.000145133 6.54046e-05
threshold=-1.0000000180025095e-35 -0.094929999999999987 -0.0068949999999999992 0.088045000000000012 0.10030500000000002 -0.11466499999999999 -0.14968999999999996 0.10345000000000001 0.22339500000000004 0.084660000000000027 0.012085000000000002 -0.00099499999999999979 -0.084034999999999985 0.096325000000000008 -0.010424999999999999 0.18141000000000002
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 -4 15 8 9 10 11 -8 13 -13 -14 -7
right_child=1 2 3 -5 -6 6 7 -9 -10 -11 -12 12 14 -15 -16 -17
leaf_value=-0.0011213257183066573 -0.00083977809711062532 -0.00073364401153238386 -0.0005287626653808921 0.0009480515887853255 0.00085974337152071333 0.00093395906958400354 -0.0011624974278531726 0.00061864753848549431 -0.0010362548536812836 0.00078416122086233419 0.00054313980063436696 0.00097803073865080671 -0.0007543154585534736 -0.00012434072894450406 6.2237513652316814e-05 0.0003330978865335629
leaf_weight=0.0010063382560387231 0.0011143392753691873 0.0013526219141442889 0.0011748161893203575 0.00115757955872878 0.0012116670773907696 0.00102431925210045 0.0012837228196031667 0.0016118727282462093 0.0011285545813697539 0.0011444729455620736 0.0012092294512349722 0.0010432977655913116 0.0011611787400868999 0.0010453253579151642 0.0015284194994944567 0.0011839548558443269
leaf_count=491 55 485 95 95 192 65 176 137 255 127 140 114 445 91 96 62
internal_value=0 4.85215e-05 0.000102728 0.000169635 0.000112427 5.0147e-05 0.000101037 -6.73063e-08 -0.000104559 2.03832e-05 -9.98344e-05 -0.000228094 2.29438e-05 0.00042631 -0.000290292 0.00061181
internal_weight=0 0.0193754 0.018261 0.0169084 0.0157508 0.0145392 0.0133643 0.0111561 0.0095442 0.00841565 0.00727117 0.00606194 0.00477822 0.00208862 0.0026896 0.00220827
internal_count=3121 2630 2575 2090 1995 1803 1708 1581 1444 1189 1062 922 746 205 541 127
is_linear=0
shrinkage=0.00174112


Tree=2792
num_leaves=15
num_cat=0
split_feature=1374 150 484 50 47 52 47 47 16 4 0 1 16 13
split_gain=0.000194729 0.00023398 0.00020929 0.000142844 0.000133687 0.000210648 0.000179689 0.00015557 0.000148134 0.000360103 0.000323133 0.000205549 0.000187711 0.000147505
threshold=-0.094929999999999987 0.094365000000000018 -1.0000000180025095e-35 0.10030500000000002 0.13148500000000005 0.11434500000000002 0.10254000000000001 0.077555000000000013 0.38525000000000004 -0.35136499999999998 -0.062764999999999974 0.077565000000000009 -0.094359999999999986 -0.00096999999999999983
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 9 -4 11 -11 -13 -14
right_child=1 -3 3 -5 -6 -7 -8 -9 -10 10 -12 12 13 -15
leaf_value=-0.00070265115709701724 -0.00071129629656036366 0.00062077781501644689 -0.00081511304027124176 0.00057246807865141255 -0.00053452512752633953 -0.0005768745950333685 0.00060533370314308 -0.0004987328639704297 0.00067185523314848496 -0.00044833608368168894 0.00086844034680212971 0.00073232930243473089 0.00038985640458160097 -0.0004266064099184018
leaf_weight=0.0010004975434076959 0.0010896191465941422 0.0015649847868414784 0.0011484144239533043 0.0011157787300608889 0.0012191992412589068 0.0013597149449190065 0.0015332481971126752 0.0013279428837653451 0.001008872564274556 0.0018611415509897046 0.0013333265687651766 0.0011897531714246609 0.0010526169727627654 0.0012552525141310764
leaf_count=55 496 213 50 225 36 263 106 133 196 784 144 89 226 105
internal_value=0 2.63768e-05 -3.00181e-05 1.81689e-05 -2.5113e-05 2.24051e-05 9.19875e-05 1.46502e-05 9.16887e-05 1.70361e-05 0.000159839 -1.64693e-05 0.000213334 -5.42185e-05
internal_weight=0 0.0180599 0.0164949 0.0154053 0.0142895 0.0130703 0.0117106 0.0101773 0.00884938 0.00784051 0.00669209 0.00535876 0.00349762 0.00230787
internal_count=3121 3066 2853 2357 2132 2096 1833 1727 1594 1398 1348 1204 420 331
is_linear=0
shrinkage=0.00160853


Tree=2793
num_leaves=16
num_cat=0
split_feature=124 12 484 50 43 52 13 474 151 2 42 12 43 16 15
split_gain=0.000228619 0.000220561 0.000161217 0.000128903 0.000117862 0.000230436 0.000185509 0.00021443 0.000199856 0.000192134 0.000192382 0.000310246 0.000135278 0.000134562 0.000188935
threshold=0.0049200000000000008 0.11650500000000001 -0.0068949999999999992 0.10030500000000002 -0.14968999999999996 0.10898500000000001 -0.17933499999999997 0.084660000000000027 0.077805000000000013 0.11093500000000002 0.090310000000000015 0.084100000000000022 -0.34140499999999996 -0.056919999999999991 -0.095869999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 12 6 -6 8 9 10 11 13 -4 14 -8
right_child=-2 -3 3 -5 5 -7 7 -9 -10 -11 -12 -13 -14 -15 -16
leaf_value=-0.00065513972814321662 0.0007960728166347276 -0.00085676624297318358 -4.9965650212410084e-05 0.00064964677279884774 0.00058694260399002501 -0.00083572964694622034 -0.00034018977541551459 0.00059379324733165246 0.00051888063094269066 -0.00089957195545605276 0.00054268511889620571 -0.0010613527039672803 0.00082535918845881681 -0.00053769808886963894 0.00068252715588192102
leaf_weight=0.0011346101866621374 0.0010445802159363823 0.0010292551851456408 0.0011605388393468863 0.0010167687465599306 0.0014910300905143234 0.0011355085596854103 0.0010509070330769303 0.0012620074113269134 0.0010789640795525191 0.0013673359581559685 0.0010149613047502433 0.0012652939784081182 0.0010705284131584921 0.0011153684718273743 0.0012442510660875417
leaf_count=474 72 142 85 205 127 280 54 195 67 175 232 677 70 177 89
internal_value=0 -5.92854e-05 -9.26059e-06 3.87194e-05 -4.8511e-06 -7.44031e-05 4.98012e-06 -8.73398e-05 -0.000192979 -0.0003018 -0.000158172 -0.000310304 0.00037004 -3.16679e-05 0.000214246
internal_weight=0 0.0174373 0.0164081 0.0152735 0.0142567 0.0120256 0.0108901 0.00939909 0.00813708 0.00705812 0.00569078 0.00467582 0.00223107 0.00341053 0.00229516
internal_count=3121 3049 2907 2433 2228 2073 1793 1666 1471 1404 1229 997 155 320 143
is_linear=0
shrinkage=0.00177594


Tree=2794
num_leaves=15
num_cat=0
split_feature=484 50 47 52 42 52 0 4 0 15 15 48 1 1
split_gain=0.000157083 0.000110202 0.000149771 0.000160195 0.00016732 0.000176685 0.000180181 0.000235443 0.000204592 0.000108613 0.000177106 0.000187651 8.47834e-05 7.34106e-05
threshold=-0.0068949999999999992 0.10030500000000002 0.13148500000000005 0.11434500000000002 0.097315000000000026 -0.28430999999999995 -0.077999999999999986 -0.35136499999999998 -0.098289999999999975 -0.11713499999999999 1.0000000180025095e-35 0.086260000000000017 0.080000000000000016 0.091900000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 8 -8 9 -7 11 13 -9 -11
right_child=1 -3 -4 -5 -6 6 7 12 -10 10 -12 -13 -14 -15
leaf_value=-0.00062159178258467231 -0.00064901331246426989 0.0005554847403864007 -0.00060949126949052699 -0.00052557087567258441 0.00068032763251432064 -0.00035745680069756253 -8.7134213935162293e-05 0.0004252057528535048 -0.00073211911260573858 0.00097918063821648797 -0.00042375596367403591 -0.00012992821561861421 0.0011089344109256993 0.00035084138608456808
leaf_weight=0.0011601648438862499 0.001015401690418573 0.0010793486030265592 0.0011213794660203122 0.0013339092844883065 0.0012850588859006371 0.0013841993855112297 0.0016420655241422555 0.0010348009186687459 0.0011254743226922076 0.0011470271612321094 0.0010585337024725527 0.0013390438261953186 0.0010799454396251875 0.001026769720020082
leaf_count=503 259 226 36 283 246 119 74 89 788 69 75 73 199 82
internal_value=0 2.80009e-05 -8.51011e-06 3.80569e-05 9.52809e-05 3.18537e-05 9.56443e-05 0.000397814 -6.46701e-05 6.14633e-05 0.000188311 0.000372747 0.000774368 0.000682391
internal_weight=0 0.016673 0.0155936 0.0144722 0.0131383 0.0118533 0.0108379 0.00375681 0.00708105 0.00595557 0.00457137 0.00351284 0.00211475 0.0021738
internal_count=3121 2618 2392 2356 2073 1827 1568 362 1206 418 299 224 288 151
is_linear=0
shrinkage=0.00170698


Tree=2795
num_leaves=15
num_cat=0
split_feature=124 12 484 50 52 13 2 160 3 15 4 52 3 15
split_gain=0.000186703 0.000200415 0.00020744 0.000150609 0.000117266 0.000170426 0.000212649 0.000171053 0.000189659 0.000271814 0.000194968 0.000321817 0.000235958 0.000131111
threshold=0.0049200000000000008 0.11650500000000001 -0.0068949999999999992 0.10030500000000002 0.11434500000000002 -0.099939999999999987 0.097845000000000015 -0.081639999999999976 0.097915000000000016 -0.10091499999999999 -0.083854999999999985 -0.068719999999999989 -0.12711499999999995 -0.08730499999999998
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 -7 9 -9 12 13 -11 -12
right_child=-2 -3 3 -5 -6 7 -8 8 -10 10 11 -13 -14 -15
leaf_value=-0.00073833273460424621 0.00073235141550590736 -0.00081482781967851328 -8.8987867519850871e-05 0.00072300299318500737 -0.0005022088753873071 0.00058788345355709594 0.00090486886259596186 0.00078578632266828436 -0.00063924143981939133 -0.00043342438465702516 0.00047731609590284636 -0.0011303585389803013 0.00070735906809162854 -0.00043959127340685475
leaf_weight=0.0011749951628039481 0.001050873352196737 0.0010663011635132077 0.001306445606437054 0.00102259883777774 0.0013620064667975258 0.0012047115191781239 0.0015381870286266253 0.0011971137797500012 0.0019478807030655076 0.0010253817769667606 0.0010034627679135766 0.0013467908516519266 0.0014173439421350711 0.0010442937896352452
leaf_count=474 72 142 83 205 262 192 126 205 100 106 98 546 279 231
internal_value=0 -5.35763e-05 -4.65139e-06 5.12684e-05 3.54484e-06 5.6404e-05 0.000448423 -5.30643e-05 -0.000139029 -5.15864e-07 -0.000161771 -0.000442607 0.000228493 9.72112e-06
internal_weight=0 0.0176575 0.0165912 0.0154162 0.0143936 0.0130316 0.00284463 0.010187 0.00898227 0.00703439 0.00583727 0.00339455 0.00244273 0.00204776
internal_count=3121 3049 2907 2433 2228 1966 209 1757 1565 1465 1260 875 385 329
is_linear=0
shrinkage=0.00181146


Tree=2796
num_leaves=15
num_cat=0
split_feature=147 484 48 52 133 133 15 12 16 0 1 15 42 160
split_gain=0.000168171 0.000222025 0.000138151 0.000156304 0.000278622 0.000243068 0.000312721 0.000225793 0.000228765 0.000266774 0.00025748 0.000185113 0.000171926 0.000103489
threshold=0.089025000000000007 -0.0068949999999999992 0.12737000000000001 -0.40306999999999998 0.10622000000000002 0.083950000000000011 0.024640000000000006 0.095330000000000012 0.15273500000000004 -0.12333499999999999 0.095285000000000022 -0.08730499999999998 0.084535000000000013 0.083670000000000008
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 11 -11 13 -8 -5
right_child=-2 2 -4 4 -6 -7 12 -9 -10 10 -12 -13 -14 -15
leaf_value=-0.00082917227909754811 0.00066943529786710448 -0.00057986307736202912 -0.00062333109913265019 0.00048922655269686738 -0.00079572601975315372 0.00078206456158893818 -0.00098889498722178558 -0.00041317531363899428 0.000921050846439677 -0.00089615803250390482 0.00030449030003516786 0.0010949245659269303 -6.4781002030014923e-06 -0.00020313465222190235
leaf_weight=0.0010657935436759426 0.0010160047533206975 0.0011593002517850089 0.0010358875760848553 0.0016882628637095165 0.0010075817577559877 0.0016355246395426898 0.001155990949413546 0.0014868512866177833 0.0015677060189640546 0.0011153810410955466 0.0010523060347622393 0.0010011881217282231 0.0010134462869991964 0.0010687911381148385
leaf_count=492 124 277 71 89 335 336 421 150 62 236 145 54 273 56
internal_value=0 -5.97237e-05 -8.43136e-06 3.41685e-05 8.57777e-05 0.000155246 6.33015e-05 0.000206618 0.000329594 0.000173124 -0.000313302 0.000453686 -0.000529962 0.000220828
internal_weight=0 0.017054 0.0159882 0.0149523 0.013793 0.0127854 0.0111499 0.00898049 0.00749364 0.00592593 0.00216769 0.00375824 0.00216944 0.00275705
internal_count=3121 2997 2505 2434 2157 1822 1486 792 642 580 381 199 694 145
is_linear=0
shrinkage=0.00174112


Tree=2797
num_leaves=15
num_cat=0
split_feature=147 484 457 41 150 51 52 15 16 13 3 43 43 16
split_gain=0.000124532 0.00019264 0.000144382 0.000130292 0.000116464 0.000216942 0.000231214 0.0002246 0.000259726 0.000258956 0.000221774 0.000162589 0.000146352 7.62932e-05
threshold=0.089025000000000007 -0.0068949999999999992 0.10378500000000002 0.078475000000000017 0.086615000000000011 0.078435000000000019 0.11434500000000002 -0.016799999999999995 0.38525000000000004 0.0076650000000000008 0.099930000000000005 -0.073959999999999984 -1.0000000180025095e-35 -0.086989999999999984
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 10 9 11 12 -9 -3 -13
right_child=-2 2 -4 -5 -6 -7 -8 8 -10 -11 -12 13 -14 -15
leaf_value=-0.00085144653575116008 0.00061879747004473374 -0.00024779015230293644 -0.00069116279020103996 -0.00058281810865545034 -0.00047915982242590304 0.00078060117023337342 -0.00077364814588343537 0.0010773861884887891 0.0012454250081793173 -0.00055569168887613764 -0.00081874411408880518 0.00056787936331903293 0.00066244632501736807 -0.00012952242029548624
leaf_weight=0.0010158120081081015 0.0010308984981886376 0.0015432088678398255 0.0010156068476665512 0.0010894717953457709 0.0011475794377177962 0.0016671825550148818 0.0010882892151908704 0.0010533740607531635 0.0010240195891995096 0.0012007248035517254 0.0013520624789443714 0.0010033630334314509 0.0010572395193720022 0.0012528591230073155
leaf_count=492 124 435 54 126 195 279 267 102 76 134 79 237 130 391
internal_value=0 -5.63724e-05 -4.24933e-06 4.39319e-05 9.49275e-05 0.000148742 4.91284e-05 0.000143514 0.000388576 0.000194038 -0.000199625 0.000466041 0.000122276 0.000180619
internal_weight=0 0.0165108 0.015495 0.0144794 0.0133899 0.0122423 0.0105751 0.00948685 0.00553434 0.00451032 0.00395251 0.0033096 0.00260045 0.00225622
internal_count=3121 2997 2505 2451 2325 2130 1851 1584 940 864 644 730 565 628
is_linear=0
shrinkage=0.00188464


Tree=2798
num_leaves=16
num_cat=0
split_feature=1213 402 124 4 132 42 160 474 52 49 4 47 160 150 2
split_gain=0.000401177 0.000294381 0.000292567 0.000278192 0.00026375 0.000288879 0.000263293 0.000646101 0.000278082 0.000223608 0.000416855 0.000343693 0.000163964 0.00010714 2.13618e-05
threshold=-1.0000000180025095e-35 0.073745000000000019 0.10281000000000001 -0.49013999999999996 0.079970000000000013 -0.0060199999999999993 -1.0000000180025095e-35 0.084660000000000027 0.077655000000000016 -0.047584999999999995 0.053180000000000012 0.092530000000000015 -0.098904999999999979 0.088985000000000009 0.099515000000000006
decision_type=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 13 -11 -12 -7 -8 -10
right_child=1 -3 -4 4 -6 6 8 -9 14 10 11 -13 -14 -15 -16
leaf_value=-0.0011348329222615047 -0.00089469718730157384 0.00098021127285078205 0.00093435367250810028 -0.00097240702538124984 0.00071182927583959528 -0.00051986228990101319 0.00070941068958891781 0.00069675695932644563 0.0009326088066145046 -0.00093392260404873855 0.0007409619544487731 -0.00044788070217452339 -0.0015482208345383394 3.038444774366075e-05 0.00055552112014388855
leaf_weight=0.0010454988413295318 0.0012959539254657681 0.0010741751972995232 0.001047586010977263 0.0011475990629168558 0.0015813717747869922 0.0010041987808943782 0.0016007294138226111 0.0010737778062416062 0.0010280982521393848 0.0019198767474820485 0.0016635100425875602 0.0016572891063680612 0.0011193255070811809 0.0015727087837178015 0.001023416015615064
leaf_count=491 156 254 39 391 231 243 90 162 129 349 152 70 213 94 57
internal_value=0 3.95339e-05 -1.43987e-05 -7.05898e-05 -5.43536e-06 -8.20202e-05 -7.23339e-06 -0.000471287 0.000134537 -1.41816e-05 -0.000248572 0.000147654 -0.00106192 0.000372895 0.000744495
internal_weight=0 0.0198096 0.0187354 0.0176879 0.0163919 0.0148105 0.0136629 0.0031973 0.0104656 0.00841411 0.00524068 0.0033208 0.00212352 0.00317344 0.00205151
internal_count=3121 2630 2376 2337 2181 1950 1559 618 941 755 571 222 456 184 186
is_linear=0
shrinkage=0.00184769


Tree=2799
num_leaves=16
num_cat=0
split_feature=14 124 123 12 484 48 12 2 52 12 13 12 2 3 0
split_gain=0.000248759 0.000158514 0.000269695 0.000235186 0.000235544 0.000233949 0.00027461 0.000269396 0.000260631 0.000221042 0.000134516 0.000255478 0.000256813 0.00019568 0.000140136
threshold=0.023790000000000002 0.0049200000000000008 1.0000000180025095e-35 0.11650500000000001 -1.0000000180025095e-35 0.12737000000000001 -1.0000000180025095e-35 0.11548000000000001 0.11434500000000002 0.10097500000000002 -0.094514999999999988 0.084100000000000022 0.084055000000000005 -0.096544999999999978 -0.23051499999999997
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 -6 8 9 10 -8 12 -12 -13 -14
right_child=-2 -3 -4 -5 5 -7 7 -9 -10 -11 11 13 14 -15 -16
leaf_value=-0.00086246332307040978 -0.00092552104051232321 0.00074832070234213119 0.00085565314022477423 -0.00092618987247254029 -0.00073639533436570953 -0.00081284026463244118 0.0005317214227567353 0.0010318516280658342 -0.00077072257238331907 0.00093747095229551429 0.001000077083950582 -1.5672306692063169e-06 0.00048842605569376419 -0.0011790756184989061 -0.00037045768706337167
leaf_weight=0.0010711362173055046 0.0010093195555771475 0.0010450399892021475 0.0011954996501308121 0.0010692089490065516 0.0011938126784241518 0.0010218144719659423 0.0019162432481363298 0.0012703763840876672 0.0010651746520832705 0.0012899258274686213 0.0011173139100354012 0.001000792127902246 0.0010532195297230373 0.0010043234664037534 0.0018776888522364921
leaf_count=449 113 71 220 131 142 48 115 167 280 134 61 145 42 859 144
internal_value=0 3.57142e-05 -7.71748e-06 -7.24255e-05 -1.10854e-05 5.49462e-05 0.000124281 0.000212895 0.000112129 0.000213688 9.65398e-05 -4.12213e-05 0.000231266 -0.000591358 -6.18185e-05
internal_weight=0 0.0181916 0.0171465 0.015951 0.0148818 0.0138107 0.0127889 0.0115951 0.0103247 0.00925951 0.00796958 0.00605334 0.00404822 0.00200512 0.00293091
internal_count=3121 3008 2937 2717 2586 2137 2089 1947 1780 1500 1366 1251 247 1004 186
is_linear=0
shrinkage=0.00188464


Tree=2800
num_leaves=10
num_cat=0
split_feature=484 15 42 151 0 48 0 1 16
split_gain=6.5438e-05 5.23613e-05 0.000159569 9.19285e-05 0.000144078 0.000158969 0.000150016 9.64232e-05 8.14333e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.083995000000000014 -0.044604999999999992 -0.13027499999999997 0.084485000000000018 -0.078904999999999989 0.077845000000000011 0.27776000000000006
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 -5 -6 8 -8
right_child=1 2 -4 4 6 -7 7 -9 -10
leaf_value=-0.0044157153139132953 -0.0026711748571529013 -0.0049691164675779035 0.0029242919519309693 0.010402713526468221 -0.0046478407238210815 0.0012192612117599652 -0.0040790203480262043 0.0047783327004154476 0.0029469056845608096
leaf_weight=0.0010106579852078241 0.0018167370593369864 0.0019306570088797057 0.0014150492207183289 0.0011066936672698494 0.0014912792464900791 0.0013152480634912589 0.0010932697316475451 0.0019953371598441919 0.0010136383753237494
leaf_count=515 357 588 493 95 457 83 87 343 103
internal_value=0 0.000298876 -0.00163064 0.000955453 0.00177744 0.00541559 0.000202159 0.00196527 -0.000698831
internal_weight=0 0.0131779 0.00334571 0.0098322 0.00801547 0.00242194 0.00559352 0.00410225 0.00210691
internal_count=3121 2606 1081 1525 1168 178 990 533 190
is_linear=0
shrinkage=0.017856


Tree=2801
num_leaves=12
num_cat=0
split_feature=484 42 15 133 4 151 4 51 15 0 16
split_gain=5.33801e-05 4.82494e-05 6.44362e-05 0.000151045 0.000119878 0.000117281 0.000116553 9.61049e-05 0.000273272 0.000180754 5.72226e-05
threshold=-1.0000000180025095e-35 0.10194000000000002 1.0000000180025095e-35 0.039215000000000007 -0.077679999999999985 -0.044604999999999992 0.24564500000000003 0.084745000000000015 -0.055554999999999993 -0.030209999999999997 0.38525000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 -2 7 8 -7 -10 -11
right_child=1 -3 3 -5 -6 6 -8 -9 9 10 -12
leaf_value=-0.0047787975318555288 -0.0035370476551076623 -0.0041000047761835124 -0.00023752658710750275 0.0047446361007735726 -0.01059945970109471 -0.0098371266106043222 0.0079985087448239834 0.0062827577663722278 0.0095930378187481374 -0.0038603451244304111 0.0029691064336110286
leaf_weight=0.0010047854071479996 0.0016459808622435916 0.0010334738679772882 0.0010341478455681181 0.0010156274574144326 0.001000142989964886 0.0010205707757608242 0.0015334899933327241 0.0013898905272869602 0.0011599212199082682 0.001235901116752387 0.0010195946271405187
leaf_count=515 326 319 467 218 218 326 241 174 162 81 74
internal_value=0 0.000325085 0.000704439 -0.00197639 -0.00533189 0.00161238 0.00276409 0.00138628 -0.000147889 0.00274738 -0.000773098
internal_weight=0 0.0130887 0.0120553 0.00304992 0.00203429 0.00900535 0.00735937 0.00582588 0.00443599 0.00341542 0.0022555
internal_count=3121 2606 2287 903 685 1384 1058 817 643 317 155
is_linear=0
shrinkage=0.0213396


Tree=2802
num_leaves=12
num_cat=0
split_feature=148 457 11 2 159 40 16 52 13 13 16
split_gain=5.07303e-05 0.000122501 9.78906e-05 8.74052e-05 0.000151384 0.00011234 0.000114083 0.000124745 0.000105413 7.91364e-05 6.60604e-05
threshold=-0.043434999999999994 0.097575000000000009 0.081005000000000008 0.11293500000000002 0.082585000000000006 -1.0000000180025095e-35 0.40020000000000006 0.084960000000000022 -0.073839999999999975 -0.0034749999999999994 -0.094359999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 9 -5 -7 -11
right_child=1 -3 -4 8 -6 6 -8 -9 -10 10 -12
leaf_value=0.0036177951469420887 -0.0045599250841891394 -0.0060782145568146102 -0.00483952483392562 0.0076936768143192153 -0.0059720153555831079 0.0046179335747032705 0.0068959989037366536 -0.0040657519909903022 0.00048164545464126637 0.002844114553452467 -0.0032855069160291159
leaf_weight=0.0010402666838112288 0.001016981152599023 0.0010043549930700566 0.0010507235367393378 0.0010258209140889523 0.0011494605432818905 0.0018957874694967326 0.0010025083387647489 0.0012866246003818051 0.0014279256816180979 0.0010310889040430551 0.0010405418375276825
leaf_count=158 159 73 176 168 296 739 110 769 249 45 179
internal_value=0 -0.000321757 0.000162967 0.000646221 -0.000184175 0.000730497 0.00159044 0.000578098 0.00349673 0.00208409 -0.000234681
internal_weight=0 0.0129318 0.0119275 0.0108767 0.00842299 0.00727353 0.00625655 0.00525404 0.00245375 0.00396742 0.00207163
internal_count=3121 2963 2890 2714 2297 2001 1842 1732 417 963 224
is_linear=0
shrinkage=0.0171627


Tree=2803
num_leaves=10
num_cat=0
split_feature=52 474 160 133 151 12 13 4 160
split_gain=5.51791e-05 8.42024e-05 0.000159899 0.000143087 0.000129448 0.000108428 0.000156696 0.000150357 5.60119e-05
threshold=-0.24456499999999998 0.084660000000000027 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 0.095330000000000012 -0.055129999999999992 0.0061450000000000003 -0.10466499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 8 -4 -5 6 -6 -8 -2
right_child=1 -3 3 4 5 -7 7 -9 -10
leaf_value=-0.0030088212657072878 -0.0015916142684236666 0.0047072954370220351 -0.0048014202157082133 -0.0023937506316871696 0.0083155521649418921 -0.00072507720998827479 -0.0016558366231912908 0.006139993427435245 -0.007195191530247497
leaf_weight=0.0015575848449393111 0.0010161938748756015 0.0011406165961997091 0.001112575834631732 0.0017613312790975945 0.0016370862493943466 0.0017954277002477266 0.0015891944456155509 0.0012524580530822605 0.0010040048896163109
leaf_count=364 390 264 665 247 288 252 225 90 336
internal_value=0 0.000352573 -9.21752e-05 0.000853946 0.00163697 0.00276851 0.00416901 0.00178017 -0.0043765
internal_weight=0 0.0123089 0.0111683 0.00914807 0.0080355 0.00627417 0.00447874 0.00284165 0.0020202
internal_count=3121 2757 2493 1767 1102 855 603 315 726
is_linear=0
shrinkage=0.0168261


Tree=2804
num_leaves=11
num_cat=0
split_feature=124 48 0 52 3 15 52 47 2 43
split_gain=4.88479e-05 5.0439e-05 0.000108545 0.000165013 6.18446e-05 0.00012456 0.000176668 0.000146718 0.000117684 6.09887e-05
threshold=-0.043384999999999993 0.11951500000000001 -0.17169499999999996 -0.066844999999999988 0.13524500000000003 -0.11713499999999999 -0.10925999999999998 0.085270000000000026 0.091545000000000015 -0.0037449999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4 -7 8 9 -8
right_child=1 -3 4 -5 -6 6 7 -9 -10 -11
leaf_value=0.0029365659483995875 -0.0012306729256839704 -0.0034154985442541681 -0.0059785448264990442 0.0071276242260426819 0.0022748940594728892 -0.0054889711249986733 -0.00062520779476352237 0.0057979089910834228 -0.0038393824574894301 0.0038590638469513474
leaf_weight=0.0011863246551852306 0.0010717540276423687 0.0011002519872088433 0.0011068351282718719 0.0011238557368633559 0.0013656361132952941 0.0013130613394150489 0.0015976314608312069 0.0010698435864385306 0.0015721871032202362 0.0012599580048967308
leaf_count=259 49 97 236 104 128 440 856 104 510 338
internal_value=0 -0.000298416 3.07984e-07 0.00304765 -0.00072028 -0.00123677 -0.000466383 0.000732784 -0.000490503 0.00135198
internal_weight=0 0.012581 0.0114808 0.00219561 0.00928515 0.00791952 0.00681268 0.00549962 0.00442978 0.00285759
internal_count=3121 2862 2765 153 2612 2484 2248 1808 1704 1194
is_linear=0
shrinkage=0.01524


Tree=2805
num_leaves=14
num_cat=0
split_feature=147 484 52 1 2 2 52 150 49 42 0 13 13
split_gain=0.000153873 0.000167117 0.000143584 0.00020013 0.000170219 0.000224294 0.000186763 0.000173522 0.000165731 0.000249689 0.000127379 0.000195334 8.13989e-05
threshold=0.089025000000000007 -0.0068949999999999992 -0.40306999999999998 0.13559000000000002 0.12992500000000004 0.11474000000000002 0.11434500000000002 0.089910000000000018 -0.066894999999999982 0.086325000000000013 -0.084269999999999984 -0.0034749999999999994 -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 -4 10 12 -12 -10
right_child=-2 2 3 -5 -6 -7 -8 -9 9 -11 11 -13 -14
leaf_value=-0.00074695761961697765 0.00063121968452881918 -0.00062921019291181483 0.00067135850348283479 0.00076366513382102063 -0.0006891827287547925 0.00081284806432033803 -0.00071875423388938621 -0.00057097023524745115 -0.00047736227903184277 -0.00058161569521827515 0.00077426108211363766 -0.0001305941504976162 0.00013192600401270126
leaf_weight=0.0010155579722920102 0.0010290844954042649 0.0010849534679019763 0.0013825571869187109 0.0010392192923780038 0.0010893108504280427 0.0010152838017402086 0.0011128290827860489 0.0012691826722099906 0.001011404924206637 0.0016586922046737517 0.0018997312161943836 0.0011678265296390052 0.0019391220674721018
leaf_count=492 124 284 133 155 89 119 309 142 338 386 216 224 110
internal_value=0 -6.24934e-05 -1.81343e-05 2.73221e-05 -2.91687e-05 2.85483e-05 -4.1049e-05 3.19693e-05 0.000116439 1.65003e-05 0.000181352 0.000429781 -7.69306e-05
internal_weight=0 0.0166857 0.0156701 0.0145852 0.0135459 0.0124566 0.0114413 0.0103285 0.00905933 0.00767678 0.00601808 0.00306756 0.00295053
internal_count=3121 2997 2505 2221 2066 1977 1858 1549 1407 1274 888 440 448
is_linear=0
shrinkage=0.00174112


Tree=2806
num_leaves=11
num_cat=0
split_feature=0 1 47 12 3 3 4 3 16 13
split_gain=5.48324e-05 0.000148541 0.000151897 8.91683e-05 0.000116774 7.97037e-05 0.000176593 6.32372e-05 5.56119e-05 5.03121e-05
threshold=-0.062294999999999996 0.08592000000000001 0.092530000000000015 -1.0000000180025095e-35 -0.10831999999999999 0.12178000000000001 0.0061450000000000003 -0.055119999999999995 -0.094359999999999986 -0.0018299999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 7 5 -2 -5 6 9 -1 -8 -3
right_child=3 2 -4 4 -6 -7 8 -9 -10 -11
leaf_value=-0.0068461198653820303 0.0050414768476988872 0.0017457744122288737 -0.0036092410912499711 0.0030448236981143939 -0.0023265469206312801 -0.0018751346212564632 0.0031790352688475963 -0.0016113924252662379 0.0080376300672358077 -0.0029621994482876865
leaf_weight=0.0010294737869059811 0.0010857994991771694 0.001017828658887325 0.0016556056657134064 0.0016834012675527033 0.0019503367391116768 0.0011653694828484551 0.001063587665093596 0.0010312137253742071 0.0010403173261811505 0.0010091039252864732
leaf_count=1423 130 336 199 191 274 113 125 138 62 130
internal_value=0 -0.000703434 0.000340903 0.00128448 0.000161847 0.00157573 0.00254927 -0.00422655 0.00558146 -0.00059808
internal_weight=0 0.0090125 0.00695181 0.00471954 0.00363374 0.00529621 0.00413084 0.00206069 0.0021039 0.00202693
internal_count=3121 2526 965 595 465 766 653 1561 187 466
is_linear=0
shrinkage=0.0149411


Tree=2807
num_leaves=11
num_cat=0
split_feature=0 1 47 13 151 4 12 3 3 0
split_gain=4.4701e-05 0.000123993 0.000122986 0.000116596 8.16573e-05 8.67147e-05 7.32724e-05 9.55405e-05 3.78132e-05 1.84876e-05
threshold=-0.062294999999999996 0.077565000000000009 0.087235000000000021 -0.093839999999999993 -0.024429999999999997 0.0061450000000000003 -1.0000000180025095e-35 -0.116045 0.097915000000000016 -0.11756999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 -2 -8 -9 -4
right_child=6 2 9 4 5 -7 7 8 -10 -11
leaf_value=-0.0050458036732624776 0.0049680808598374111 0.0063758578669495889 -0.0046635729313856027 0.0037514458697837315 -0.0041003171174545184 0.0013424266706474881 0.0031107686333405283 -0.0043688544556476404 5.4321560819505117e-05 -0.001651058971682623
leaf_weight=0.001435210779380006 0.0010740570372024189 0.001017323048479235 0.0010569765812666887 0.0012677173582524293 0.0013996336045384583 0.0016902694363705797 0.0016003207773694073 0.0010206723503752985 0.0010016107104857674 0.0010744982404678454
leaf_count=1451 130 174 71 166 371 136 183 220 62 157
internal_value=0 -0.000690359 0.000142392 0.00144601 0.000295091 -0.00112297 0.00125823 0.000158303 -0.00217811 -0.00314493
internal_weight=0 0.00894163 0.00750642 0.00537494 0.00435762 0.0030899 0.00469666 0.0036226 0.00202228 0.00213147
internal_count=3121 2526 1075 847 673 507 595 465 282 228
is_linear=0
shrinkage=0.0161728


Tree=2808
num_leaves=13
num_cat=0
split_feature=147 52 123 1 52 52 15 133 12 52 1 3
split_gain=0.000117847 0.000123216 0.000128463 0.000110474 0.000118915 0.000149619 8.88491e-05 0.00017781 0.000160512 0.000342588 0.000131634 0.000338784
threshold=0.088610000000000008 0.19022000000000003 1.0000000180025095e-35 0.13146500000000003 -0.22660999999999995 -0.081429999999999989 0.088345000000000021 0.088525000000000006 0.095330000000000012 0.077655000000000016 0.095285000000000022 0.11924500000000002
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 10 -7 -12
right_child=-2 -3 -4 -5 5 6 -8 -9 -10 -11 11 -13
leaf_value=-0.00064991530508165909 0.0005486045044272483 -0.0005477657318418229 0.00050476970367930088 0.00039494505010224219 0.00036866780119919687 -0.00055167328014463701 0.00018815858390686682 -0.00084071295102867798 -0.00068007558446322612 0.0008456137045698578 0.00062097818524793494 -0.00063730400104959357
leaf_weight=0.0010016239500224402 0.0010087609098625846 0.0012406689352391044 0.0012953695920225822 0.0014249598040338715 0.0019880785977999761 0.0017791439766253253 0.0018868887884244921 0.0010969419108192704 0.0011442361634376869 0.0010932123696067025 0.0013163414269545815 0.0011000987791822681
leaf_count=358 127 346 239 135 257 401 481 221 109 326 80 41
internal_value=0 -4.0756e-05 8.27604e-07 -4.63683e-05 -9.70555e-05 -4.85013e-05 -0.000136574 -0.000217946 -0.000111754 1.12031e-05 -0.000206213 4.81377e-05
internal_weight=0 0.0163676 0.0151269 0.0138315 0.0124066 0.0114049 0.00941686 0.00752997 0.00643303 0.0052888 0.00419558 0.00241644
internal_count=3121 2994 2648 2409 2274 1916 1659 1178 957 848 522 121
is_linear=0
shrinkage=0.00167351


Tree=2809
num_leaves=11
num_cat=0
split_feature=14 47 0 1 3 0 4 16 16 48
split_gain=4.67843e-05 7.15106e-05 9.41783e-05 0.000135088 0.000170655 0.000128311 0.000106166 0.000124346 8.90983e-05 4.84894e-05
threshold=-0.10708499999999999 0.13148500000000005 -0.10607499999999999 0.08592000000000001 -0.0069549999999999994 -0.060129999999999996 -0.27825499999999997 0.25084500000000004 -0.078844999999999985 0.016865000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 8 7 -7 -4 -6
right_child=1 -3 5 4 9 6 -8 -9 -10 -11
leaf_value=-0.0031105184163156543 -0.0027769791508422573 -0.0036952853857831411 -0.00039406852531902479 0.0094877373535935568 -0.0011207385610495354 -0.0051635739584677586 0.0043851154891487625 0.002681724006313088 -0.0061553481153253722 0.0033572390511001165
leaf_weight=0.0011697598675847109 0.0010383136623485023 0.0010847068631702336 0.0014315231685919296 0.0010120488561422142 0.0010012336620499052 0.001011477684852827 0.0016735685486886399 0.0011064809185724056 0.0013779059911192297 0.0017173490516377843
leaf_count=140 177 63 800 106 116 105 275 126 1120 93
internal_value=0 0.000272303 0.000650817 0.00238252 0.00381852 -0.000600274 0.00134068 -0.00106497 -0.00321973 0.00170803
internal_weight=0 0.0124546 0.0113699 0.00476895 0.00373063 0.00660096 0.00379153 0.00211796 0.00280943 0.00271858
internal_count=3121 2981 2918 492 315 2426 506 231 1920 209
is_linear=0
shrinkage=0.0161728


Tree=2810
num_leaves=10
num_cat=0
split_feature=42 40 48 50 3 0 15 4 1
split_gain=4.53521e-05 0.000114281 9.42596e-05 0.000106927 7.1923e-05 0.000139208 0.000125046 0.000161654 0.000115394
threshold=-0.095859999999999987 -0.013874999999999998 0.11951500000000001 0.088425000000000017 -0.10831999999999999 -0.053834999999999994 -0.095869999999999983 0.0052350000000000009 0.077845000000000011
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 8 6 -6 -8 -3
right_child=1 2 -4 -5 5 -7 7 -9 -10
leaf_value=-0.0029865314024474891 0.0044958136957545195 -0.00049126619976517486 -0.0050131625525009996 -0.0046276086928947798 -0.0023749326848433879 -0.0053864889014680062 -0.00041988424099645042 0.0065861363121813348 0.0067544166264188561
leaf_weight=0.0012225927389170515 0.0014792427403207088 0.0011187933040766084 0.0010053786597788708 0.0010748460332513409 0.0018918854463187747 0.0010833099713359728 0.001877956509965796 0.0015913685312964508 0.0011825841021416029
leaf_count=241 295 84 80 466 294 196 1028 239 198
internal_value=0 0.000279427 -0.000296685 0.000186155 0.000777753 -9.86717e-05 0.000969808 0.00279376 0.003232
internal_weight=0 0.0123054 0.0108261 0.00982074 0.0087459 0.00644452 0.00536121 0.00346933 0.00230138
internal_count=3121 2880 2585 2505 2039 1757 1561 1267 282
is_linear=0
shrinkage=0.0161728


Tree=2811
num_leaves=14
num_cat=0
split_feature=41 124 123 3 0 13 16 1 2 4 0 15 2
split_gain=0.000156485 0.000156825 0.000195749 0.000177473 0.000230429 0.000216414 0.00017915 0.000265183 0.000181532 0.000150595 7.05128e-05 0.000199788 0.000138033
threshold=0.078475000000000017 1.0000000180025095e-35 1.0000000180025095e-35 -0.12018999999999998 -0.053834999999999994 -0.089109999999999981 -0.29154999999999992 0.11323000000000001 0.092365000000000017 -0.27825499999999997 -0.10151999999999999 0.088345000000000021 0.084985000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 6 -6 -5 8 10 -1 12 -12 -8
right_child=-2 -3 -4 4 5 -7 7 -9 -10 -11 11 -13 -14
leaf_value=-0.00017991795157115895 -0.0007053187964696626 0.00077482653084870879 0.00072039787262313012 -0.00057729809050791124 -0.00014643262058627383 -0.001358690547550793 0.00086256149061700175 0.00070673390199849724 -0.00063409673589883797 0.0007708677075359935 -0.0006770283209829326 0.00048322636372478034 -0.00010384944668048557
leaf_weight=0.0010296881083045051 0.0011188183822025679 0.0010015353173013523 0.0012518380497014243 0.0018909808069332906 0.0011214048576371621 0.0010572675850503725 0.0010076434916257409 0.0019062845106760928 0.0017668863038733133 0.0015308281686405604 0.0012013790121944258 0.0010090777580322036 0.0011925283291060185
leaf_count=100 148 69 212 202 43 210 36 118 464 141 928 386 64
internal_value=0 3.69351e-05 -9.35285e-06 -7.14387e-05 -0.000168343 -0.000734718 -4.4637e-05 7.99643e-05 -0.000113447 0.000388518 9.5124e-05 -0.00014737 0.000338751
internal_weight=0 0.0169673 0.0159658 0.014714 0.0121535 0.00217867 0.00997478 0.0080838 0.00617751 0.00256052 0.00441063 0.00221046 0.00220017
internal_count=3121 2973 2904 2692 2451 253 2198 1996 1878 241 1414 1314 100
is_linear=0
shrinkage=0.00192234


Tree=2812
num_leaves=15
num_cat=0
split_feature=1374 457 11 2 159 52 0 4 3 1 16 160 13 4
split_gain=0.000279908 0.000293991 0.000191242 0.000176291 0.000204136 0.000203026 0.000193076 0.000187275 0.000185616 0.00018228 0.000151376 0.000208931 0.000139639 0.000190363
threshold=-0.094929999999999987 0.088350000000000026 0.087830000000000005 0.11548000000000001 0.091530000000000014 0.11434500000000002 -0.060129999999999996 -0.49013999999999996 0.11924500000000002 0.10089500000000001 -0.078844999999999985 -0.027994999999999996 -0.094514999999999988 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 5 6 10 -8 -5 -9 12 -12 -2 -14
right_child=1 -3 -4 8 -6 -7 7 9 -10 -11 11 -13 13 -15
leaf_value=-0.00087013066642681368 0.0005847695064828567 0.0008264052960703489 -0.00071921756171432194 0.00085588759992534535 -0.00073851403216297705 -0.00060548126521238336 -0.00014437517312302533 0.0010802955582605526 -7.9192407524872006e-06 0.00015837308081383084 0.00015396540918440415 -0.00077863113683154989 0.00037838147221221758 -0.0005308563549956091
leaf_weight=0.0010026667178113504 0.0012783397136202912 0.0012347114692957328 0.0010278571906560388 0.0013406927995917696 0.0011236820078868179 0.0013337808367719613 0.0011897059114966968 0.0013369751565066651 0.0014503688568170414 0.0010905539577390627 0.0011721736127691205 0.0015791340441057107 0.0012478368198122463 0.0013346333676568633
leaf_count=55 106 119 118 265 227 359 82 50 120 81 257 587 542 153
internal_value=0 3.87287e-05 -2.01934e-05 2.62275e-05 -5.7544e-05 8.63127e-06 8.87039e-05 0.000399553 0.000407012 0.000666127 -8.13499e-05 -0.000381306 0.000132406 -9.15171e-05
internal_weight=0 0.0177404 0.0165057 0.0154779 0.0126868 0.0115631 0.0102294 0.00361724 0.00279106 0.00242753 0.00661212 0.00275131 0.00386081 0.00258247
internal_count=3121 3066 2947 2829 2444 2217 1858 213 385 131 1645 844 801 695
is_linear=0
shrinkage=0.00167351


Tree=2813
num_leaves=10
num_cat=0
split_feature=41 3 16 1 43 4 48 2 4
split_gain=4.88897e-05 6.94201e-05 8.55773e-05 0.000103059 0.000133362 0.000105671 0.000115117 0.00018916 6.61573e-05
threshold=1.0000000180025095e-35 -0.12018999999999998 -0.29154999999999992 0.11323000000000001 -0.074974999999999986 -0.083854999999999985 0.083985000000000018 0.081685000000000021 -0.39518999999999993
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 8 7 -7 -4
right_child=-2 2 3 4 -6 6 -8 -9 -10
leaf_value=0.0035776936036542037 -0.0035655603549210281 -0.003917278748923116 -0.00047419162029443192 -0.0012753646312721645 0.0068928565292876625 2.6927087769926633e-05 0.0011902526243666542 -0.009191180770637488 0.0057716057358451044
leaf_weight=0.0017034187757001837 0.0010942233961943474 0.0016326828912689934 0.0010692638731314621 0.0010581366020971997 0.0014546681941376982 0.0013959877898783743 0.0018368373138017511 0.0013342314632632409 0.0010112466015755181
leaf_count=221 173 305 99 89 163 393 348 991 339
internal_value=0 0.000293375 -0.000224974 0.000433118 0.00345324 -0.000708499 -0.00219819 -0.00447787 0.00256162
internal_weight=0 0.0124965 0.0107931 0.00916037 0.0025128 0.00664757 0.00456706 0.00273022 0.00208051
internal_count=3121 2948 2727 2422 252 2170 1732 1384 438
is_linear=0
shrinkage=0.0175059


Tree=2814
num_leaves=15
num_cat=0
split_feature=124 12 484 156 42 43 16 42 160 16 151 2 0 2
split_gain=0.000166411 0.000231999 0.000194504 0.00015121 0.000132765 0.00018402 0.00016167 0.000244301 0.000225722 0.000216599 0.000172306 0.000124761 7.99525e-05 3.83267e-05
threshold=1.0000000180025095e-35 0.11650500000000001 -0.0068949999999999992 0.091255000000000017 -1.0000000180025095e-35 -0.14968999999999996 -0.36241499999999999 0.086325000000000013 0.086870000000000017 0.15891500000000003 -0.00099499999999999979 0.082850000000000021 -0.077639999999999987 0.097220000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 12 -6 10 8 9 11 -7 -8 -4 -13
right_child=-2 -3 3 -5 5 6 7 -9 -10 -11 -12 13 -14 -15
leaf_value=-0.00074933252204301202 0.00070719401962157072 -0.00091935113189094662 5.8151318643899392e-05 -0.00058043831344326371 0.00087777416121628208 -0.00088059018821988835 0.00039468178733578546 -0.00033957940017302802 -0.00018379889998400723 -0.00013473096371057733 0.00010569386390885295 0.0008754001767243664 -0.00065140087197494939 0.0013631746756873973
leaf_weight=0.0011199035025130947 0.0010246219255311819 0.0010081199454802887 0.0010245230409508528 0.0012023786065035501 0.0011612168800985154 0.0010456564884820663 0.0013937906375872744 0.0019703159473825902 0.0016354220195593586 0.0010252533344990988 0.0014340605515952539 0.0011921731237167291 0.0011514982799978586 0.0010208775901717204
leaf_count=474 78 142 532 239 60 85 95 642 102 73 163 175 178 83
internal_value=0 -5.90608e-05 -6.10412e-06 4.84502e-05 0.000102251 0.000179112 0.000103414 0.00022792 0.000406324 0.000614675 -0.000310206 0.000827696 -0.000317327 0.00110041
internal_weight=0 0.0173852 0.0163771 0.0152572 0.0140548 0.0118788 0.0107175 0.00823783 0.00626752 0.00463209 0.00247972 0.00360684 0.00217602 0.00221305
internal_count=3121 3043 2901 2427 2188 1478 1418 1170 528 426 248 353 710 258
is_linear=0
shrinkage=0.00184769


Tree=2815
num_leaves=10
num_cat=0
split_feature=11 0 13 16 52 3 0 52 4
split_gain=4.80426e-05 5.97447e-05 9.9922e-05 0.000102437 0.000131252 9.71086e-05 0.00015815 0.000172966 9.43905e-05
threshold=0.081790000000000015 -0.019414999999999998 -0.094514999999999988 -0.27167499999999994 -0.10925999999999998 -0.082094999999999987 -0.10151999999999999 -0.066844999999999988 -0.49405499999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 7 -7 -3
right_child=-2 8 3 4 5 6 -8 -9 -10
leaf_value=0.0028263363850697877 -0.0032191725880000052 -0.0015032057647879501 -0.0052921660674308136 -0.0051427836411098099 0.0041443686568934874 -0.0021482735681593455 -0.004981449485354914 0.0058959841459275365 0.0042999692834184179
leaf_weight=0.0019233641873078987 0.0010448058545577269 0.0010631354144094371 0.0012074775016656042 0.0011421429755927755 0.0014208597664620726 0.0013755034416243483 0.0013195252473493482 0.0012176507980136424 0.0018660455791577402
leaf_count=304 175 92 214 378 831 86 761 96 184
internal_value=0 0.000250297 -0.000342286 -0.0011355 -0.000360438 0.00066367 -0.000600319 0.00162902 0.00219373
internal_weight=0 0.0125357 0.00960652 0.00768316 0.00647568 0.00533354 0.00391268 0.00259315 0.00292918
internal_count=3121 2946 2670 2366 2152 1774 943 182 276
is_linear=0
shrinkage=0.0155448


Tree=2816
num_leaves=15
num_cat=0
split_feature=147 11 52 2 1 15 0 1 0 16 2 4 3 1
split_gain=0.000151418 0.000171379 0.000136273 0.000159271 0.000163571 0.000161081 0.000238896 0.000190154 0.000266787 0.000114434 0.000140744 0.000101752 0.000184643 6.22788e-05
threshold=0.089025000000000007 0.08776500000000001 0.25317500000000004 0.088850000000000012 0.13075500000000004 -0.074054999999999996 -0.13455999999999999 0.091785000000000019 -0.15202999999999997 0.071345000000000006 0.10672500000000001 -0.083854999999999985 -0.078934999999999991 0.091900000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 11 7 -7 -5 -9 -8 -11 -1 -13 -14
right_child=-2 -3 -4 5 -6 6 9 8 -10 10 -12 12 13 -15
leaf_value=9.8619986113951101e-05 0.00065986983221569782 -0.00077127466785404156 -0.00061022056072198162 -0.00011190284752278564 0.00044978951397324328 -0.00074224831706967405 0.00053100690252352661 0.00025928631910617222 0.0014671851219512043 -0.00041282372933004524 0.00044148040970750448 -0.0010672321306741546 0.00012963368917135937 -0.00046829294600482388
leaf_weight=0.0012922772185483926 0.0010408223770579919 0.0010214699490651005 0.0011400844466487132 0.0011851670745978574 0.0010608367666856411 0.001147795933288176 0.0018373927009603984 0.0014148393323274444 0.0010418512542084233 0.0015286679450082444 0.0010797621612984934 0.0012146073537460281 0.0010550261391993189 0.0012475231566276279
leaf_count=359 124 121 313 257 75 49 347 67 206 135 108 687 106 167
internal_value=0 -5.15709e-05 -6.31898e-06 3.92596e-05 -0.000194047 0.000187555 -5.48088e-06 0.000484042 0.000771541 0.000184733 -5.91837e-05 -0.000336061 -0.000495772 -0.000194323
internal_weight=0 0.0172673 0.0162458 0.0151057 0.00587027 0.00923548 0.00559362 0.00364186 0.00245669 0.00444582 0.00260843 0.00480943 0.00351716 0.00230255
internal_count=3121 2997 2876 2563 1394 1169 639 530 273 590 243 1319 960 273
is_linear=0
shrinkage=0.00181146


Tree=2817
num_leaves=12
num_cat=0
split_feature=1 14 3 2 4 1 13 151 49 2 43
split_gain=4.2695e-05 7.79201e-05 6.34975e-05 8.82076e-05 0.000122185 7.30078e-05 0.000106944 9.85465e-05 0.000102075 0.000101866 9.90132e-05
threshold=0.13869000000000004 -1.0000000180025095e-35 0.092670000000000016 0.11411 0.0049200000000000008 0.077565000000000009 0.11596500000000001 -0.077429999999999985 -0.014989999999999998 1.0000000180025095e-35 -0.074359999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 6 -3 -7 -9 10 -10
right_child=-2 2 3 -5 -6 7 -8 8 9 -11 -12
leaf_value=-0.004242678373596937 0.0031724496945150535 -0.0051343275974728621 0.00037850764165599297 -0.0018135259724153948 0.0080546094392034504 0.0049043910591758744 0.0014743867531849596 -0.0051079099482867181 0.0022110615308247048 0.0048271337615984015 -0.0046228910157550636
leaf_weight=0.0011737800270884184 0.0010154020903623039 0.0017783752976032697 0.00118169751642594 0.0010438880866927569 0.0010025308461576454 0.0010554468504312608 0.0010009324756088817 0.0010101590173315494 0.0011045880353861854 0.0010852042201563335 0.0011135290499816632
leaf_count=119 139 1498 101 84 54 192 109 90 201 217 317
internal_value=0 -0.000275398 0.000133935 0.00205357 0.00390173 -0.000626573 -0.00275428 0.000474869 -0.000608972 0.000766808 -0.00121969
internal_weight=0 0.0125501 0.0113764 0.00322812 0.00218423 0.00814823 0.00277931 0.00536893 0.00431348 0.00330332 0.00221812
internal_count=3121 2982 2863 239 155 2624 1607 1017 825 735 518
is_linear=0
shrinkage=0.0161728


Tree=2818
num_leaves=15
num_cat=0
split_feature=147 484 50 47 47 131 42 160 49 156 160 52 1 133
split_gain=0.000243881 0.000236396 0.00015992 0.000164443 0.000205732 0.000156108 0.000262863 0.000135537 0.00020428 0.000135997 0.000124846 9.58574e-05 0.000130221 0.000129804
threshold=0.089025000000000007 -0.0068949999999999992 0.10030500000000002 0.13148500000000005 0.10254000000000001 0.081165000000000001 -0.088934999999999986 0.092865000000000017 -0.074429999999999982 0.08426500000000002 -1.0000000180025095e-35 0.077655000000000016 0.095025000000000012 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 6 -3 8 -8 10 -10 12 -12 -13
right_child=-2 2 -4 -5 -6 -7 7 -9 9 -11 11 13 -14 -15
leaf_value=-0.0008667151560726883 0.00082395467703542285 -0.00086776276887048746 0.00062959146161584763 -0.00071031454556056003 0.00065436004610185897 -0.00064066932605310928 0.00072182425933412636 -0.00042203786084950209 0.00073190326280157434 -0.00049605931096714209 -0.00054261960239304857 0.0007463397857673345 0.00023041701577963011 -0.00013502626651607308
leaf_weight=0.0011041800081692038 0.0011000013214966268 0.001045832461500181 0.0012219211046393041 0.001149588805632539 0.001427697551310122 0.0014033858957734737 0.001756962896207641 0.0014927667600787625 0.0010046225228573843 0.0013048149546948627 0.00154420969781437 0.0011282545392940629 0.0013317054970765777 0.0010667511670504615
leaf_count=492 124 240 226 36 112 347 158 114 187 226 293 248 167 151
internal_value=0 -5.46912e-05 -1.56915e-06 -5.08282e-05 1.43198e-06 -6.98397e-05 -1.22888e-06 8.40243e-05 0.0001667 3.45474e-05 0.000148503 3.29232e-05 -0.000184662 0.000318005
internal_weight=0 0.0179827 0.0168785 0.0156566 0.014507 0.0130793 0.0116759 0.0106301 0.00913732 0.00738036 0.00607554 0.00507092 0.00287592 0.00219501
internal_count=3121 2997 2505 2279 2243 2131 1784 1544 1430 1272 1046 859 460 399
is_linear=0
shrinkage=0.00181146


Tree=2819
num_leaves=15
num_cat=0
split_feature=14 52 157 12 43 13 16 50 12 0 4 16 2 13
split_gain=0.000242643 0.000151153 0.000254146 0.000204301 0.000291937 0.000223626 0.0001919 0.000253365 0.000150429 0.000186317 0.000177065 0.000149157 0.000135503 0.000120414
threshold=0.018475000000000002 -0.40306999999999998 -0.073574999999999988 0.11650500000000001 -0.14968999999999996 0.18141000000000002 -0.056919999999999991 0.099450000000000011 0.087005000000000013 -0.20211999999999997 0.033845000000000007 0.013515000000000001 0.10327000000000001 -0.020934999999999999
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 9 10 -6 -8 -13 -11
right_child=-2 2 3 -5 6 -7 11 -9 -10 13 -12 12 -14 -15
leaf_value=-0.00064562352615821618 -0.00093024974649070146 0.00083337269756394376 0.001295059718691435 -0.00078210274133217231 0.00026247551571832191 0.00014445112458175266 -0.001000107375928387 0.0009530720075742262 -0.00050147584448642754 0.0010114397174986905 -0.00080073415380091915 0.00022255033510817544 -0.0006833275534353356 0.00011532669714498027
leaf_weight=0.0011183128314166393 0.0010119166441963359 0.0015202843157053622 0.0011369012907991279 0.0011180038125569699 0.0012572640354289177 0.0013841646897648219 0.001138487672973261 0.0011311021729460023 0.001818986448848852 0.0010793551858149248 0.0010726943640317899 0.0014423460321707137 0.0010576394808009121 0.0011387573311885234
leaf_count=314 119 310 83 115 32 93 458 174 602 316 59 177 96 173
internal_value=0 3.80414e-05 8.49579e-05 7.9529e-06 7.2626e-05 0.00066333 -6.10953e-05 0.000114686 -3.42525e-05 0.000152612 -0.000227018 -0.000423345 -0.000160689 0.000551384
internal_weight=0 0.0174143 0.016296 0.0147757 0.0136577 0.00252107 0.0111366 0.00749816 0.00636706 0.00454807 0.00232996 0.00363847 0.00249999 0.00221811
internal_count=3121 3002 2688 2378 2263 176 2087 1356 1182 580 91 731 273 489
is_linear=0
shrinkage=0.00192234


Tree=2820
num_leaves=11
num_cat=0
split_feature=42 40 47 43 16 50 160 42 2 3
split_gain=4.13794e-05 0.000102068 7.29266e-05 9.38944e-05 0.000162243 9.97419e-05 8.71602e-05 7.69739e-05 0.000119609 8.68616e-05
threshold=-0.095859999999999987 -0.013874999999999998 0.10904500000000002 -0.17390999999999998 0.22339500000000004 0.079410000000000008 0.086870000000000017 0.084050000000000014 0.10882500000000002 0.084940000000000015
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 8 9 -5
right_child=1 2 -4 4 -6 -7 -8 -9 -10 -11
leaf_value=-0.0029001375443864835 0.0042941634784982446 0.0048812886187703346 -0.0042554061950487278 0.0029948419485532445 -0.006073293389007345 -0.0041513773452152812 -0.0022947606430960147 -0.0012907543360583975 -0.00080650044089348376 0.009159218559110411
leaf_weight=0.0012332040238653983 0.001505676523890242 0.0010301860516854751 0.0011300265882929284 0.0015542971980289635 0.0011799444058988454 0.0010743972525690971 0.0014458861652285084 0.0012283608642926856 0.0012175820769290968 0.0010370909217150559
leaf_count=241 295 91 147 508 315 471 178 656 141 78
internal_value=0 0.000268274 -0.000287958 0.000171034 -0.00038432 0.00050388 0.00127535 0.00230009 0.00345811 0.00546187
internal_weight=0 0.0124034 0.0108978 0.00976774 0.00873756 0.00755761 0.00648322 0.00503733 0.00380897 0.00259139
internal_count=3121 2880 2585 2438 2347 2032 1561 1383 727 586
is_linear=0
shrinkage=0.0164962


Tree=2821
num_leaves=10
num_cat=0
split_feature=1 14 2 52 3 16 0 4 0
split_gain=4.16904e-05 5.80879e-05 5.56369e-05 9.83466e-05 0.000167712 8.71446e-05 7.86829e-05 0.000167631 8.68845e-05
threshold=0.13869000000000004 -1.0000000180025095e-35 0.10912000000000001 0.10160000000000001 0.090900000000000009 -0.013324999999999998 -0.084269999999999984 0.053180000000000012 -0.053834999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -4 7 -3 -8
right_child=-2 2 5 -5 -6 -7 8 -9 -10
leaf_value=-0.0042538490518401724 0.003588252659352623 -0.0079359419268057625 -0.0004199630661289152 -0.0055859951620311722 0.0056201656755588336 0.0060472431188154079 0.0037086373078845858 0.0011001717783825488 -0.0028542775609923586
leaf_weight=0.0011698484449325823 0.0010229598035206887 0.0014473392596307936 0.0017183828764145703 0.0012064046358231332 0.0015225419968141751 0.0012365192734018421 0.0016063583568026612 0.0013880439181344802 0.0012286659433567238
leaf_count=119 139 737 250 431 119 209 742 182 193
internal_value=0 -0.000312276 9.38306e-05 -0.000677492 0.000145764 0.00228633 -0.00132415 -0.00351237 0.000864348
internal_weight=0 0.0125241 0.0113543 0.00839935 0.00719295 0.0029549 0.00567041 0.00283538 0.00283502
internal_count=3121 2982 2863 2404 1973 459 1854 919 935
is_linear=0
shrinkage=0.0185774


Tree=2822
num_leaves=15
num_cat=0
split_feature=147 484 50 52 0 4 474 49 12 151 4 4 0 13
split_gain=0.000139192 0.00020111 0.000145675 0.000138134 0.000173415 0.000285932 0.000193961 0.000202415 0.000182092 0.000198345 0.000177778 0.000146525 7.82354e-05 4.28551e-05
threshold=0.088610000000000008 -0.0068949999999999992 0.10030500000000002 0.11434500000000002 -0.019414999999999998 -0.49405499999999997 0.084660000000000027 -0.081404999999999991 -1.0000000180025095e-35 -0.0083949999999999979 0.053180000000000012 -0.082109999999999975 -0.11756999999999999 0.0061450000000000003
decision_type=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 -11 -12 -7
right_child=-2 2 -4 -5 5 13 -8 8 9 10 12 -13 -14 -15
leaf_value=-0.00081545365835074583 0.00064185222607385348 0.00038022076140429315 0.00063449622552753438 -0.00057717586753240104 -0.00031763359531221554 0.0010537174698986805 0.00060049765762530878 -0.00097426220198149223 -0.00083866782191252705 0.0001151925062614336 -7.5618139513683273e-05 -0.00081738230199957201 0.00058618075133669918 0.00052829405095618275
leaf_weight=0.0010649234283930968 0.0010005016211386821 0.0015994160464589706 0.0010974791972614062 0.0014661650679067056 0.0012345995589879699 0.0010036938007688635 0.0011144016063685163 0.0012065043836826141 0.0012627778008707374 0.0010057306011716559 0.0010017034230772881 0.0012277019916296084 0.0014129389973897705 0.0010342868833086438
leaf_count=491 127 130 226 285 105 77 174 197 151 377 51 539 130 61
internal_value=0 -5.37135e-05 -1.93754e-06 -4.98769e-05 9.122e-06 0.000370309 -0.000111109 -0.000202085 -0.000332941 -0.000202037 -2.90784e-05 -0.000397437 0.000311636 0.000787062
internal_weight=0 0.0167323 0.0156674 0.0145699 0.0131038 0.00327258 0.00983117 0.00871677 0.00711736 0.00591085 0.00464808 0.00223343 0.00241464 0.00203798
internal_count=3121 2994 2503 2277 1992 243 1749 1575 1445 1248 1097 916 181 138
is_linear=0
shrinkage=0.00181146


Tree=2823
num_leaves=14
num_cat=0
split_feature=484 50 47 15 133 13 43 52 43 160 52 3 0
split_gain=0.000154218 0.000147006 0.000149547 0.000153475 0.00032254 0.000214286 0.000147457 0.0001842 0.000192735 0.000163216 0.00019684 0.00011094 0.000117278
threshold=-0.0068949999999999992 0.10030500000000002 0.13148500000000005 1.0000000180025095e-35 0.083950000000000011 0.0061450000000000003 -0.14968999999999996 -0.046924999999999988 -0.00045499999999999995 0.086075000000000013 -0.087769999999999987 0.11296500000000002 -0.10151999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 5 -5 -2 9 -9 10 -8 12 -10
right_child=1 -3 -4 4 -6 -7 7 8 11 -11 -12 -13 -14
leaf_value=-0.00058550396310642081 0.00058915748732692869 0.0005977931547868358 -0.00060006333523907409 -0.00092026722780940416 0.00043602099191503103 2.1193895240189586e-05 0.00016488317064627852 -0.00075496834295148802 0.00057614465459547603 -0.00011766164741291752 0.0010686481232175516 -0.00032613853405042212 -0.00014570504034580018
leaf_weight=0.0011839515441786691 0.0016063673422357866 0.0011333133695239214 0.0010909785495945004 0.0017027378680228508 0.0012807689350697697 0.0010534201346572231 0.0015079953411883881 0.0011317923575192915 0.0012706926625636328 0.0015433869700032243 0.0011384824562157498 0.0015841313609331054 0.0011580065585463329
leaf_count=503 105 226 36 606 282 113 355 326 89 136 124 105 115
internal_value=0 2.66813e-05 -1.35987e-05 2.91193e-05 -0.000244296 -0.000560435 0.000130003 5.09877e-05 -0.000157006 0.000306378 0.000553672 1.16449e-05 0.000231966
internal_weight=0 0.0172021 0.0160688 0.0149778 0.00403693 0.00275616 0.0109409 0.00933449 0.00514462 0.00418986 0.00264648 0.00401283 0.0024287
internal_count=3121 2618 2392 2356 1001 719 1355 1250 635 615 479 309 204
is_linear=0
shrinkage=0.0016407


Tree=2824
num_leaves=15
num_cat=0
split_feature=484 50 47 47 131 42 49 1 15 0 2 52 2 13
split_gain=0.000200635 0.000178294 0.000181775 0.000139907 0.000162682 0.000188716 0.000156777 0.000272347 0.000131265 0.00012559 0.000283541 0.000144056 0.000181628 0.000101294
threshold=-0.0068949999999999992 0.10030500000000002 0.13148500000000005 0.10254000000000001 0.084390000000000007 -0.088934999999999986 -0.043469999999999995 0.10124500000000002 -0.090644999999999989 -0.062294999999999996 0.10097500000000002 -0.07167999999999998 0.082850000000000021 -0.084154999999999994
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 -7 11 -11 -8 -13 -14
right_child=1 -3 -4 -5 -6 6 9 -9 -10 10 -12 12 13 -15
leaf_value=-0.00071405456171163976 -0.00067899447976046512 0.0007053680778739376 -0.00070693431705564594 0.00056263539273139365 -0.00060313689085233287 0.00053996833507579159 -0.00075692606988695874 0.001157203259253667 -0.00033172784399110707 0.00079578663567402691 -0.00030018790099963497 -0.00063822234881811353 -0.00018285398487445564 0.00055146283943698473
leaf_weight=0.0011969799152450914 0.0010258545902394273 0.0011759526606859539 0.0011024800689276573 0.001459283223642035 0.001341188322511633 0.0010268508554556188 0.0011299934970626048 0.001110904360512777 0.0011607381243615893 0.0015280827500003162 0.0014519193086863901 0.0010668863375911655 0.0010266434327185115 0.0014010285246005626
leaf_count=503 247 226 36 114 349 44 197 139 113 107 186 177 266 417
internal_value=0 3.81865e-05 -1.13701e-05 4.06922e-05 -1.67047e-05 4.92289e-05 0.000117747 0.000441098 7.7445e-05 -2.25081e-05 0.000261805 -0.000205716 -2.74774e-05 0.000240926
internal_weight=0 0.0170078 0.0158319 0.0147294 0.0132701 0.0119289 0.010903 0.00329849 0.00218759 0.00760455 0.00298 0.00462455 0.00349456 0.00242767
internal_count=3121 2618 2392 2356 2242 1893 1646 296 157 1350 293 1057 860 683
is_linear=0
shrinkage=0.00177594


Tree=2825
num_leaves=10
num_cat=0
split_feature=124 3 4 0 52 15 48 15 0
split_gain=4.06326e-05 5.14824e-05 8.71675e-05 0.000113699 0.000137375 0.000131049 9.16221e-05 0.000136897 0.000116513
threshold=-0.043384999999999993 0.13524500000000003 -0.27825499999999997 -0.019414999999999998 -0.10925999999999998 -0.11713499999999999 0.085700000000000012 0.035560000000000008 -0.10607499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 7 8 -7
right_child=1 -3 3 -5 5 6 -8 -9 -10
leaf_value=0.0035587118568726254 -0.0059046606045460052 0.0027489611562518043 -0.0074605651795071415 0.005703585250077128 -0.0055395008579525338 0.010038584723172253 -0.0031838147548832619 -0.001315243178028758 0.0012918007256286991
leaf_weight=0.0011701659197682719 0.0012410944726088955 0.0018378758135937359 0.0011641630651894113 0.0011451274077473152 0.0013941585058207719 0.0012953463574391991 0.0013784188745692635 0.0018855785513521733 0.0011738867518718281
leaf_count=259 200 168 372 99 234 118 161 1044 466
internal_value=0 -0.000359683 -0.000894748 -0.000235854 -0.00105614 -1.00591e-05 0.00133454 0.00276473 0.00588032
internal_weight=0 0.0125156 0.0106778 0.00943668 0.00829155 0.00712739 0.00573323 0.00435481 0.00246923
internal_count=3121 2862 2694 2494 2395 2023 1789 1628 584
is_linear=0
shrinkage=0.0201088


Tree=2826
num_leaves=10
num_cat=0
split_feature=457 150 16 0 4 12 52 0 1
split_gain=4.24151e-05 8.30409e-05 0.000140957 8.41533e-05 0.000104037 0.000100742 0.000198269 0.000102553 5.83038e-05
threshold=-0.0029299999999999994 0.081835000000000019 -0.071854999999999988 -0.11756999999999999 0.09173000000000002 0.095330000000000012 0.091275000000000009 -0.082974999999999979 0.10538500000000002
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=-0.0034350952418815447 -0.0061182466748743924 0.0077106179077836559 -0.0011432126617021061 0.0018833799725071099 0.0040667081199108959 -0.0045549334474536511 0.0057211954830628476 -0.0050533306174458375 -0.00090565680760791773
leaf_weight=0.0010295275040171107 0.0011136409762751501 0.001117845534705811 0.0010868137873013828 0.0011254441618874424 0.0019241160513380666 0.0014892002053156737 0.0015509024255661681 0.0015563790112878631 0.0016058210409861211
leaf_count=252 185 155 197 501 275 510 348 581 117
internal_value=0 0.000260803 0.00334601 -0.000395397 0.000545298 -0.00063885 0.000738946 -0.0021423 -0.00304025
internal_weight=0 0.0125702 0.00220466 0.0103655 0.00764604 0.00572193 0.00423273 0.00268182 0.00271946
internal_count=3121 2869 352 2517 2215 1940 1430 1082 302
is_linear=0
shrinkage=0.0175059


Tree=2827
num_leaves=11
num_cat=0
split_feature=42 43 3 4 133 48 16 51 2 2
split_gain=4.7926e-05 9.96502e-05 0.000226606 0.000138163 9.09545e-05 8.18028e-05 0.000148238 0.000116635 8.65879e-05 0.000114705
threshold=-0.095859999999999987 -0.052894999999999991 -0.077774999999999983 -0.083854999999999985 -0.0061299999999999992 0.086035000000000014 0.22339500000000004 0.088785000000000017 0.10882500000000002 0.089125000000000024
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -3 6 8 -7 9 -6
right_child=1 4 -4 -5 5 7 -8 -9 -10 -11
leaf_value=-0.0030630331854643563 0.0030502985925669264 -0.0047595855873719733 0.0075597786921529795 -0.0045976592788810429 0.0015204773183201423 -0.0059079558351348999 -0.0040336864708698707 0.0011606608204985552 -0.00057541798984587177 0.0087367817935915908
leaf_weight=0.0012271912690584178 0.0013195170475597561 0.0012343996838708174 0.0014258403257004257 0.0011618289676597693 0.001327524883966656 0.0012325617563009872 0.0010746549110893719 0.0012098900015052854 0.0012815269604268256 0.0010178781903867921
leaf_count=241 187 685 444 641 287 99 143 98 158 138
internal_value=0 0.000288842 0.00242176 -0.000530669 -0.000705819 -5.3796e-06 0.00124197 -0.00240645 0.00280514 0.00465227
internal_weight=0 0.0122856 0.00390719 0.00248135 0.00837844 0.00714404 0.00470158 0.00244245 0.00362693 0.0023454
internal_count=3121 2880 1272 828 1608 923 726 197 583 425
is_linear=0
shrinkage=0.0161728


Tree=2828
num_leaves=14
num_cat=0
split_feature=484 50 47 52 12 2 12 4 49 1 13 52 4
split_gain=0.000184209 0.000124404 0.000137413 0.000179329 0.000192971 0.000173777 0.000206679 0.000164757 0.000150252 0.00021536 0.000207038 0.0001892 0.000116135
threshold=-0.0068949999999999992 0.10030500000000002 0.13148500000000005 0.11434500000000002 0.097825000000000009 0.088850000000000012 0.084100000000000022 -0.0016099999999999997 -0.047584999999999995 0.11181500000000001 0.0076650000000000008 -0.0027449999999999996 0.071150000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2 -7 10 11 -10 -6
right_child=1 -3 -4 -5 12 8 -8 -9 9 -11 -12 -13 -14
leaf_value=-0.00071076867494646403 0.00047722644770436092 0.00062497676934353469 -0.00063123255470651013 -0.00059821660318045301 0.00024270776556265515 0.00059524738560374373 -0.00093468478302001176 -0.00047710714342577695 -6.9870571259877977e-05 -0.00067062755425644849 -0.00046390925850939242 0.00096111715788168922 0.0010149711350537082
leaf_weight=0.0011531935742133603 0.0011481546751235527 0.0011059418664753516 0.0010666357518625 0.0012989210849190637 0.0016729697113936183 0.0019188173359357685 0.0012146113547310679 0.0012290413696091347 0.0010282094015122492 0.0011924808966534807 0.0010073599723808557 0.001352219242306496 0.0010338612582018805
leaf_count=503 187 226 36 283 237 160 668 116 186 119 107 208 85
internal_value=0 3.84432e-05 -4.33589e-06 4.30988e-05 0.00010819 -7.01593e-06 -0.000326781 -1.61765e-05 0.000169706 -8.56601e-06 0.000224476 0.000515789 0.00053767
internal_weight=0 0.0162692 0.0151633 0.0140966 0.0127977 0.0100909 0.00359181 0.0023772 0.00649909 0.00458027 0.00338779 0.00238043 0.00270683
internal_count=3121 2618 2392 2356 2073 1751 971 303 780 620 501 394 322
is_linear=0
shrinkage=0.00181146


Tree=2829
num_leaves=10
num_cat=0
split_feature=1 4 52 133 16 15 16 2 4
split_gain=4.26935e-05 8.87138e-05 9.22924e-05 0.000164477 0.00011676 7.82849e-05 0.000115717 0.000120939 7.11254e-05
threshold=0.104035 -0.0016099999999999997 -0.088204999999999992 1.0000000180025095e-35 0.0013750000000000001 -0.016799999999999995 -0.061854999999999993 0.11548000000000001 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 -2 -3
right_child=5 8 3 -5 -6 -7 -8 -9 -10
leaf_value=-0.003539539515968932 -0.0013068479444832591 -0.0061691994800028432 0.001128055978435421 -0.0030100489270140644 0.0077518964681266133 0.0040888479950561074 -0.0033009539489963248 0.0058670818606310158 -0.00079205391982456691
leaf_weight=0.0011806916851864538 0.0012277784109938792 0.0011345226985828396 0.001747138594434912 0.0013808434515182638 0.0010841912357383819 0.0015399845788923242 0.0016752462556624791 0.0011386654721770376 0.0013594816740161314
leaf_count=397 156 295 715 606 107 154 197 184 310
internal_value=0 -0.00076532 0.000378259 0.00147644 0.0036645 0.00104681 -0.000112277 0.00214504 -0.00323812
internal_weight=0 0.00788687 0.00539286 0.00421217 0.00283133 0.00558167 0.00404169 0.00236644 0.002494
internal_count=3121 2430 1825 1428 822 691 537 340 605
is_linear=0
shrinkage=0.0158556


Tree=2830
num_leaves=11
num_cat=0
split_feature=15 15 49 12 15 52 13 160 0 15
split_gain=4.17464e-05 7.11412e-05 7.61865e-05 7.65331e-05 0.000200659 9.98934e-05 0.000145819 8.59313e-05 0.00010245 8.36788e-05
threshold=-0.24436499999999997 -0.11713499999999999 0.0093850000000000027 0.086700000000000013 1.0000000180025095e-35 1.0000000180025095e-35 -0.094514999999999988 0.086075000000000013 -0.14226499999999997 -0.016799999999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 7 6 -5 8 -3 -10
right_child=1 2 -4 5 -6 -7 -8 -9 9 -11
leaf_value=0.0035373727270108452 -0.0052538159406888274 0.0067501450230821238 0.0051205981585484093 0.0098240996182138284 -0.0095911917210211636 -0.0031125448393615101 0.00039938982899925558 -0.0052128518136013487 -0.0048000023987831621 0.0024667056540688469
leaf_weight=0.0012157054926531024 0.0010975888933036681 0.0010217719080531928 0.0011060121881652047 0.0010146171493180124 0.0011187004143974541 0.0012593541878896052 0.0019199914148386964 0.0010356611290772179 0.0011546577114102952 0.0014398263624418378
leaf_count=253 231 81 456 68 387 597 599 118 127 204
internal_value=0 -0.000370672 0.000113466 -0.000442298 -0.00194469 0.00162489 0.00365791 -0.000105843 0.00135676 -0.000767294
internal_weight=0 0.0121682 0.0110706 0.00996458 0.00577062 0.00419396 0.00293461 0.00465192 0.00361626 0.00259448
internal_count=3121 2868 2637 2181 917 1264 667 530 412 331
is_linear=0
shrinkage=0.0201088


Tree=2831
num_leaves=17
num_cat=0
split_feature=1213 402 1374 457 484 43 160 52 151 4 12 13 43 16 1 48
split_gain=0.000610659 0.000271082 0.000219205 0.000318022 0.000347426 0.000218065 0.000309833 0.000294337 0.000216257 0.000241743 0.000192242 0.00014418 0.000173421 0.00022959 0.000110459 7.98083e-05
threshold=-1.0000000180025095e-35 0.073745000000000019 -0.094929999999999987 0.088350000000000026 -0.0068949999999999992 0.16180500000000003 -0.098904999999999979 1.0000000180025095e-35 -0.0077149999999999988 0.40473500000000007 0.091475000000000015 0.14871000000000004 -0.074359999999999996 -0.056919999999999991 0.077565000000000009 0.084170000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -6 8 15 11 14 12 -10 -14 -9 -8
right_child=1 -3 3 -5 5 -7 7 10 9 -11 -12 -13 13 -15 -16 -17
leaf_value=-0.0014362231168678411 -0.0008322866590040923 0.0010185571422954007 -0.0010492244874919755 0.00098860971640291864 -0.00082632210247767705 -0.00074646796973297166 -0.00087461903038726842 0.00062118445570151037 0.00081359426652252275 0.0010604599619929481 3.3785962081260418e-05 -0.00047619163042681242 0.00039368607138861927 -0.00064220481879776153 0.0014728726704925958 -0.00012658064391816244
leaf_weight=0.0010153360037215347 0.001031903055653152 0.0010014317056486364 0.0010647913802923218 0.0012210988111506218 0.0010939400359752357 0.0010815595795146066 0.001000509870227065 0.0011271501289885919 0.0012636077885133587 0.0010016688033938756 0.0010084494262618676 0.0013713368346839339 0.0019437747394961649 0.001247792695132702 0.0010398719358587633 0.001026187723398353
leaf_count=491 55 254 415 104 295 166 113 147 226 150 106 57 144 214 65 119
internal_value=0 6.48805e-05 1.03803e-05 6.31067e-05 -1.09e-05 6.6927e-05 0.000133958 0.000221278 4.47451e-05 0.000205204 0.000713544 5.81726e-05 0.000222654 -1.13115e-05 0.00102988 -0.000495861
internal_weight=0 0.0185251 0.0175236 0.0164917 0.0152706 0.0142058 0.0131243 0.0120303 0.00885488 0.00682818 0.00317547 0.00582651 0.00445518 0.00319157 0.00216702 0.0020267
internal_count=3121 2630 2376 2321 2217 1802 1636 1341 1023 791 318 641 584 358 212 232
is_linear=0
shrinkage=0.00188464


Tree=2832
num_leaves=14
num_cat=0
split_feature=484 15 11 48 0 15 16 16 12 51 1 4 43
split_gain=0.000167132 0.000128143 0.000141536 0.000167902 0.000282024 0.000129497 0.000205719 0.000199515 0.000152645 0.00015198 0.000121311 0.000105835 0.000173042
threshold=-0.0068949999999999992 -0.24436499999999997 0.080455000000000013 0.016865000000000002 -0.20211999999999997 -0.016799999999999995 0.38525000000000004 0.15891500000000003 0.090455000000000021 -0.025069999999999999 0.089875000000000024 -0.076779999999999987 -0.0037449999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 8 7 9 -3 -7 -6 12 -11
right_child=1 2 -4 4 10 6 -8 -9 -10 11 -12 -13 -14
leaf_value=-0.00069178803834334611 0.00058786919186534661 -0.00076092318405562127 -0.00068486365158975965 -0.00020839860266341759 0.00028724938978251247 0.00065914090621853349 0.00069202414732325501 -0.00084282170123730813 0.00011593938044734197 -0.00040959441295621441 0.0011240068340657515 -0.00051377102986977495 0.00065826664074493152
leaf_weight=0.0011607634190094222 0.0013107252603677946 0.0017866789613063408 0.0010035088493861874 0.001811344203193066 0.0010532685322087601 0.0010714185462330052 0.0013274721139175938 0.0010505189479167272 0.0010920037658660193 0.0010175622377386851 0.0013492077779352352 0.0014723411968825414 0.0010553701326382202
leaf_count=503 232 288 148 57 193 122 33 51 230 462 203 370 229
internal_value=0 3.3709e-05 -1.44234e-05 3.33358e-05 0.000342109 -9.84446e-05 3.73054e-05 -0.000116054 -0.000428293 4.93203e-05 0.000757164 -0.000134974 0.000134074
internal_weight=0 0.0164014 0.0150907 0.0140872 0.00421382 0.00987337 0.00699468 0.00566721 0.00287868 0.00461669 0.00240248 0.00354527 0.00207293
internal_count=3121 2618 2386 2238 453 1785 1267 1234 518 1183 396 1061 691
is_linear=0
shrinkage=0.00184769


Tree=2833
num_leaves=10
num_cat=0
split_feature=52 160 133 0 16 2 3 15 52
split_gain=3.87892e-05 0.000129502 0.000116497 9.87511e-05 0.000199405 7.64289e-05 0.000204118 7.30596e-05 5.11811e-05
threshold=-0.046924999999999988 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.15202999999999997 0.064860000000000015 0.10097500000000002 -0.08824499999999999 -0.071579999999999991 -0.28430999999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 -5 6 -4 -7 -6
right_child=1 2 5 4 8 7 -8 -9 -10
leaf_value=-0.0025191130657625425 -0.0049558373954460095 -0.0051507846727805104 -0.0024938904885109391 0.0085736817787280331 -0.0029509507121300181 0.0027745366997000941 0.0065754873961361609 -0.0031726794379354994 0.0025188806238898446
leaf_weight=0.0014759106978945447 0.0017589637650090393 0.0010028683718780081 0.0012290263111486323 0.00121376736876895 0.0010976990179286392 0.0010287788740073788 0.001994879643310324 0.0016455622827437205 0.0010034897556491927
leaf_count=70 743 619 171 412 323 122 382 131 148
internal_value=0 -0.000715571 0.000365192 0.00124756 0.00292458 0.00130306 0.00311803 -0.000884875 -0.000338658
internal_weight=0 0.00866008 0.00690112 0.00479087 0.00331496 0.00589825 0.00322391 0.00267434 0.00210119
internal_count=3121 2168 1425 953 883 806 553 253 471
is_linear=0
shrinkage=0.0175059


Tree=2834
num_leaves=10
num_cat=0
split_feature=0 1 49 47 3 15 47 4 150
split_gain=4.13243e-05 0.000128885 0.00011625 9.63426e-05 8.84231e-05 0.000125185 8.62008e-05 0.000113737 1.96758e-05
threshold=-0.062294999999999996 0.08592000000000001 -0.043469999999999995 0.092530000000000015 0.10893000000000001 -0.094549999999999981 0.085270000000000026 -0.27825499999999997 0.091355000000000006
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 8 4 5 -4 7 -2 -3
right_child=6 2 3 -5 -6 -7 -8 -9 -10
leaf_value=-0.004865506816716117 -0.0031438371547960111 0.0022436340051189153 0.0074354672794859902 -0.0051041170012956875 -0.0035870357297968633 -0.0012984491353175483 0.0056482396464889702 0.0034966102037910251 0.0058127506257544502
leaf_weight=0.0019588694761026272 0.0018495969965673952 0.0010062664023652856 0.0010032303072414449 0.0014180315543956884 0.0011235382094113011 0.00119025455862104 0.0011712855654403276 0.0015921301329211127 0.001043897022929674
leaf_count=1561 204 106 123 186 87 361 92 299 102
internal_value=0 -0.000750136 0.000437957 -0.00113071 0.000567928 0.00269617 0.00138043 -7.1991e-05 0.00406095
internal_weight=0 0.00874409 0.00678522 0.00473505 0.00331702 0.00219348 0.00461301 0.00344173 0.00205016
internal_count=3121 2526 965 757 571 484 595 503 208
is_linear=0
shrinkage=0.0182132


Tree=2835
num_leaves=11
num_cat=0
split_feature=3 2 2 457 49 12 3 12 2 16
split_gain=3.99303e-05 7.92979e-05 9.44874e-05 7.83418e-05 8.00351e-05 9.94398e-05 9.20607e-05 8.21449e-05 0.000166014 1.32784e-06
threshold=0.13524500000000003 0.12358500000000001 0.11215000000000001 0.087995000000000004 -0.00064499999999999985 0.051320000000000005 0.0041950000000000008 0.10097500000000002 0.083995000000000014 -0.0034149999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 8 -7 -2
right_child=9 -3 -4 -5 5 7 -8 -9 -10 -11
leaf_value=-0.0049357626813900067 0.0021181690487923847 0.0049613744759072461 -0.0061456433952568005 0.0049272199874472421 -0.00032135853796875558 -0.0094760379182673282 0.0077410911539189742 0.0029759960007680582 0.0006925842919868982 0.0031719141240238178
leaf_weight=0.0016916015169629777 0.0010021199095599231 0.0010210622533475605 0.0013240474256405099 0.0010719746902058134 0.0013043233480478549 0.0012180646601767965 0.0010968664451475527 0.001022985272795911 0.00151624660821321 0.0010102836023671005
leaf_count=413 142 211 197 123 167 522 113 220 963 50
internal_value=0 -0.000489462 -0.00103266 -0.000273883 -0.000984123 0.000101306 0.00336158 -0.00198225 -0.00383727 0.00264718
internal_weight=0 0.0112672 0.0102461 0.00892206 0.00785009 0.00615849 0.00240119 0.0037573 0.00273431 0.0020124
internal_count=3121 2929 2718 2521 2398 1985 280 1705 1485 192
is_linear=0
shrinkage=0.020511


Tree=2836
num_leaves=14
num_cat=0
split_feature=484 403 0 1 2 2 3 2 131 2 15 0 1
split_gain=0.000141313 0.000105057 0.000120696 0.000115162 0.000174369 0.000170678 0.000119386 0.000201892 0.000123883 7.62892e-05 7.08224e-05 7.95473e-05 6.44486e-05
threshold=-0.0068949999999999992 0.090990000000000015 0.062580000000000011 0.090405000000000013 0.092365000000000017 0.088850000000000012 0.083060000000000009 0.094835000000000017 0.088315000000000018 0.10672500000000001 -0.074054999999999996 -0.23001499999999997 0.107145
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 8 12 -4 11 -8 -5
right_child=1 -3 9 6 -6 -7 10 -9 -10 -11 -12 -13 -14
leaf_value=-0.0006408132122006537 -0.00039042144094247173 -0.00054789868295277756 0.0001450185845597524 -0.00051780214390242431 -0.0008616010300712089 0.00048552318421975769 -0.00023864197618632521 0.00092923380379204639 0.00059194799541736529 0.00082717786594693938 -0.00036234898135669168 0.00047217313885097867 0.0001401039988048396
leaf_weight=0.0011441674129816564 0.0017958649441731887 0.0010020382227088091 0.0011938036031587567 0.0010275234380863561 0.0011514845142917745 0.0013158671970988425 0.0010470334495815692 0.0013540103827863071 0.0010388666872131018 0.0010537034037720328 0.0019135940717316668 0.0011044614443320722 0.001006017299186486
leaf_count=503 725 234 102 175 441 196 39 216 130 66 120 92 82
internal_value=0 3.13423e-05 7.00313e-05 4.6274e-07 -0.00024732 -2.00082e-05 0.000124864 0.000334817 7.28576e-05 0.000464837 -0.000103751 0.000126252 -0.000192328
internal_weight=0 0.0160043 0.0150022 0.0127547 0.00426322 0.00311173 0.00849151 0.00442642 0.00307241 0.00224751 0.00406509 0.00215149 0.00203354
internal_count=3121 2618 2384 2216 1362 921 854 603 387 168 251 131 257
is_linear=0
shrinkage=0.00184769


Tree=2837
num_leaves=13
num_cat=0
split_feature=484 50 52 0 4 474 49 12 151 15 2 13
split_gain=0.000115959 0.000144507 0.00011795 0.000154522 0.000269466 0.000177683 0.000197586 0.000172715 0.000146415 0.000170295 0.000106462 2.4025e-05
threshold=-0.0068949999999999992 0.10030500000000002 0.11434500000000002 -0.019414999999999998 -0.49405499999999997 0.084660000000000027 -0.081404999999999991 -1.0000000180025095e-35 -0.044604999999999992 1.0000000180025095e-35 0.088850000000000012 0.0061450000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 -2 -8 -9 10 -10 -6
right_child=1 -3 -4 4 11 -7 7 8 9 -11 -12 -13
leaf_value=-0.00057137600841662033 0.00039485505499609806 0.00064212989113260691 -0.00047787323416664373 -0.00029205919858709881 0.0009444852492813034 0.00058702341262977182 -0.00089723832295054637 -0.00074858592846747734 -0.00012129399862531977 -0.00047171351551547559 0.00050390497899867478 0.0005648432904439807
leaf_weight=0.0010510292878631892 0.0016250117565422802 0.0010750613005229533 0.0015232356898540961 0.0011873286683021789 0.0010017658890021609 0.0011015082748409713 0.0011454570608475517 0.0010628909744267168 0.0016269896604111144 0.0017828952210789326 0.0016765171855353759 0.0010197029033455485
leaf_count=503 139 226 287 110 81 190 208 172 153 745 234 73
internal_value=0 2.58434e-05 -1.90649e-05 3.37597e-05 0.000366291 -7.27166e-05 -0.000154188 -0.000276496 -0.000160867 -3.80533e-05 0.000195992 0.00075298
internal_weight=0 0.0158284 0.0147533 0.0132301 0.0032088 0.0100213 0.00891976 0.00729475 0.00614929 0.0050864 0.00330351 0.00202147
internal_count=3121 2618 2392 2105 264 1841 1651 1512 1304 1132 387 154
is_linear=0
shrinkage=0.00174112


Tree=2838
num_leaves=10
num_cat=0
split_feature=42 40 49 42 4 42 16 16 15
split_gain=4.34818e-05 8.9503e-05 7.0295e-05 0.000137183 0.000100791 9.77881e-05 0.000107339 7.57219e-05 9.58117e-05
threshold=-0.095859999999999987 -0.013874999999999998 -0.043469999999999995 0.091545000000000015 0.0052350000000000009 0.08623500000000002 -0.16075999999999999 0.16703000000000004 -0.0088349999999999974
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 5 -3 6 -4 8 -8
right_child=1 2 3 -5 -6 -7 7 -9 -10
leaf_value=-0.0032891379504889125 0.0045417440322434444 -0.0010929847349607988 -0.005853963762213703 -0.0069889310625167074 0.0059758182079537574 0.004617906809861105 -0.0013567520362334281 -0.0041138301575882807 0.0048082603321310665
leaf_weight=0.0012225903141028028 0.0014611969672761746 0.001400215782524309 0.0012507976761250679 0.0011346071259444304 0.0012814877059524809 0.0011803074049909941 0.0017919396367511466 0.0010351233305687119 0.0015678851798526527
leaf_count=241 295 177 182 529 116 415 404 212 550
internal_value=0 0.00031494 -0.0002654 -0.00112453 0.00228494 -0.000149766 -0.0011465 0.000193236 0.00152019
internal_weight=0 0.0121036 0.0106424 0.00796066 0.0026817 0.00682605 0.00564575 0.00439495 0.00335982
internal_count=3121 2880 2585 2292 293 1763 1348 1166 954
is_linear=0
shrinkage=0.0182132


Tree=2839
num_leaves=10
num_cat=0
split_feature=1 4 52 133 0 3 4 12 4
split_gain=4.14105e-05 9.24238e-05 8.79848e-05 0.000143787 8.12875e-05 7.07192e-05 0.000135034 0.000125779 6.40715e-05
threshold=0.104035 -0.0016099999999999997 -0.088204999999999992 0.084990000000000024 -0.083914999999999976 0.11296500000000002 0.056795000000000005 0.091200000000000017 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 7 -7 -2 -3
right_child=5 8 3 -5 -6 6 -8 -9 -10
leaf_value=-0.0033926088488307744 0.0059759984613246987 -0.0060801973103123217 0.0063420362255937161 -0.0033647623793976139 0.0010782277392126381 0.0031868643040779189 -0.0045794355731994208 -0.00033733369436630956 -0.00094831305556781662
leaf_weight=0.0011824263215478416 0.0014690494470907343 0.001126329733077939 0.0012787141866652204 0.0011110870338231871 0.0017427550945118275 0.0010216783067813484 0.0012532389023685031 0.0017247861379858787 0.0013383820156778862
leaf_count=397 277 295 412 496 520 81 130 203 310
internal_value=0 -0.000755663 0.000421203 0.00151243 0.00330592 0.00104485 -0.00109155 0.00256657 -0.00329349
internal_weight=0 0.00777969 0.00531498 0.00413256 0.00302147 0.00546875 0.00227492 0.00319384 0.00246471
internal_count=3121 2430 1825 1428 932 691 211 480 605
is_linear=0
shrinkage=0.0158556


Tree=2840
num_leaves=14
num_cat=0
split_feature=484 15 402 133 133 52 52 4 16 0 160 3 0
split_gain=0.000159999 0.000123694 9.8313e-05 0.000145349 0.000202444 0.000143231 0.00024461 0.00018033 0.000138987 0.000142438 0.000173742 0.000127257 0.000118292
threshold=-0.0068949999999999992 -0.24436499999999997 0.073745000000000019 0.10622000000000002 0.083950000000000011 0.077655000000000016 0.11434500000000002 -0.04890499999999999 -0.29154999999999992 -0.10607499999999999 0.083670000000000008 -0.10831999999999999 -0.055064999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 7 -7 11 -9 10 -10 -3 -11
right_child=1 2 -4 -5 -6 6 -8 8 9 12 -12 -13 -14
leaf_value=-0.00067121607097461928 0.00055939391513385004 -0.00021043095318210424 0.00048038629960487755 -0.00069599402667592971 0.00057118458286786571 0.00095213957068002631 -0.000213522578496339 -0.00056018784861790768 0.00065320271822505644 -0.00070075048378543856 -0.00022337733066167087 -0.0010946444039243266 0.00014519985738190651
leaf_weight=0.0010908354960896286 0.001288402760232627 0.0010154175273697774 0.0011659062739532112 0.0010369704114543783 0.0016715508866938832 0.0010151374617941231 0.0012884451155150837 0.001351700279718154 0.0019039870981087934 0.0010423044103832738 0.0011402223206378181 0.0010382939090599072 0.0010430721943566288
leaf_count=503 232 116 300 335 365 310 189 128 107 203 41 225 67
internal_value=0 3.17406e-05 -1.44655e-05 -5.7054e-05 -4.09197e-06 -9.28125e-05 0.000300159 -0.000198875 -5.35631e-05 7.99379e-05 0.000324876 -0.000657462 -0.00027762
internal_weight=0 0.0160014 0.014713 0.0135471 0.0125101 0.0108386 0.00230358 0.008535 0.00648129 0.00512959 0.00304421 0.00205371 0.00208538
internal_count=3121 2618 2386 2086 1751 1386 499 887 546 418 148 341 270
is_linear=0
shrinkage=0.00177594


Tree=2841
num_leaves=9
num_cat=0
split_feature=0 1 159 160 42 15 4 15
split_gain=4.5452e-05 0.000107561 8.73764e-05 9.75055e-05 0.000110749 0.000119582 8.00532e-05 7.43665e-05
threshold=0.041630000000000007 1.0000000180025095e-35 0.076905000000000015 -1.0000000180025095e-35 0.08623500000000002 1.0000000180025095e-35 -0.49405499999999997 -0.095869999999999983
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 7 -2 -5
right_child=6 2 -4 4 -6 -7 -8 -9
leaf_value=-0.0040866429583425136 -0.0013533192459881044 -0.0040607864113301282 0.0046327760328698604 -0.0017289864413350619 0.0039650188791750069 -0.0054044773009868149 0.0046561475549174742 0.0028854554079511307
leaf_weight=0.0017826437026206817 0.0010317101498737344 0.0014834148098928574 0.001055503461891232 0.0017680897412188038 0.0017867120298222282 0.0011103909040070178 0.0013236611807969103 0.0018899582395307431
leaf_count=1533 127 257 252 156 322 176 125 173
internal_value=0 -0.000454117 0.000257941 -0.000316497 0.000530827 -0.000755949 0.00202385 0.0006551
internal_weight=0 0.0108767 0.00909407 0.00803857 0.00655515 0.00476844 0.00235537 0.00365805
internal_count=3121 2869 1336 1084 827 505 252 329
is_linear=0
shrinkage=0.0161728


Tree=2842
num_leaves=10
num_cat=0
split_feature=3 52 2 2 0 4 1 16 2
split_gain=4.13606e-05 7.12601e-05 0.000121741 9.84879e-05 8.11426e-05 0.000131427 0.000127134 0.00012715 5.76483e-05
threshold=0.13524500000000003 -0.24456499999999998 0.11548000000000001 0.10731 -0.084269999999999984 -0.084369999999999987 0.094385000000000011 -0.092124999999999985 0.11389000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 7 -3 -2
right_child=8 2 -4 -5 5 -7 -8 -9 -10
leaf_value=-0.0047380631559520566 0.0059284396264134356 -0.00031922777322325837 0.0054899099616589385 -0.0060354007919555175 -0.0019101691181405752 0.0058865176055866416 0.0026324773367077167 -0.0095018049068241722 -0.00074023819396861379
leaf_weight=0.0013458186157681113 0.0010048208775974019 0.0012157795914727531 0.0013965563488317284 0.0011959085917231651 0.0015568601147908255 0.0018257317943811695 0.0014798880146643656 0.0011315758096349376 0.0010104897398114376
leaf_count=361 59 351 271 130 294 754 149 619 133
internal_value=0 -0.000484244 9.97894e-05 -0.000795742 7.33699e-05 0.00229804 -0.00189284 -0.00474582 0.00258472
internal_weight=0 0.0111481 0.0098023 0.00840574 0.00720984 0.00338259 0.00382724 0.00234736 0.00201531
internal_count=3121 2929 2568 2297 2167 1048 1119 970 192
is_linear=0
shrinkage=0.0197145


Tree=2843
num_leaves=9
num_cat=0
split_feature=11 48 0 2 2 13 12 13
split_gain=4.40314e-05 6.263e-05 0.000196312 8.41542e-05 0.000101891 9.0321e-05 0.000112933 9.40384e-05
threshold=0.081790000000000015 0.016865000000000002 -0.20211999999999997 0.11237500000000002 0.10252500000000002 -0.094514999999999988 0.051320000000000005 -0.0034749999999999994
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=0.0042879912084347839 -0.0043476493669958385 -0.0026319733979926342 0.0074840655029468472 0.0037990259876166817 -0.0079363131146873416 0.0017539868735657015 -0.0016347221218804878 -0.010353722295318975
leaf_weight=0.0013678374971136213 0.001024265045039636 0.0017132725323549813 0.001935749225028865 0.0016072795910801437 0.0010608121658384198 0.0019635878047168341 0.0014023157278838809 0.0010068565365871798
leaf_count=163 175 82 498 340 163 217 1165 318
internal_value=0 0.000353087 0.00273443 -0.000680316 -0.00173885 -0.000593619 -0.00212063 -0.00527862
internal_weight=0 0.0120577 0.00364902 0.00840869 0.00680141 0.0057406 0.00437276 0.00240917
internal_count=3121 2946 580 2366 2026 1863 1700 1483
is_linear=0
shrinkage=0.0217664


Tree=2844
num_leaves=14
num_cat=0
split_feature=43 43 15 47 42 403 131 4 14 52 0 151 4
split_gain=0.000102526 0.000151844 0.000119904 8.27161e-05 0.000108468 0.000146915 0.00011323 9.20965e-05 9.78148e-05 0.000165601 0.000160427 0.000195929 0.000285796
threshold=0.21122500000000002 0.093175000000000022 0.091650000000000023 0.13148500000000005 0.095885000000000012 0.03138500000000001 0.084390000000000007 -0.37944499999999992 -0.22253999999999999 0.0031350000000000002 -0.10151999999999999 -0.0083949999999999979 0.053180000000000012
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 -9 10 11 -10 -13
right_child=-2 -3 -4 -5 -6 -7 -8 8 9 -11 -12 12 -14
leaf_value=-0.00052989539253437898 -0.00059840798846400847 0.00068691333341259152 -0.00058532666215098611 -0.0004712565759676202 0.00065780529223431511 0.00067073812910413064 -0.00066663719252701417 -0.00046121101958687373 -0.00030123437215124195 0.00074294468748976666 -0.00055197624232777474 -4.2847176063774425e-05 0.0013133591312426598
leaf_weight=0.0010283306373936102 0.0010340670353705074 0.0011891694592206332 0.0012971246629265862 0.0011260215142346189 0.0010700914894235759 0.0011386138716498505 0.0010150852201517247 0.0010601575726484 0.0016392918611895235 0.0014493873168148043 0.0013880518482620331 0.0012770808776174395 0.001043278705580547
leaf_count=166 198 110 435 53 237 207 329 81 106 420 642 75 62
internal_value=0 2.64824e-05 -2.75595e-05 2.71041e-05 7.34455e-05 1.68006e-05 -5.84047e-05 1.10795e-05 8.18806e-05 0.000166588 1.03778e-05 0.00020751 0.00056693
internal_weight=0 0.0157217 0.0145325 0.0132354 0.0121094 0.0110393 0.00990066 0.00888558 0.00785725 0.00679709 0.0053477 0.00395965 0.00232036
internal_count=3121 2923 2813 2378 2325 2088 1881 1552 1386 1305 885 243 137
is_linear=0
shrinkage=0.00192234


Tree=2845
num_leaves=14
num_cat=0
split_feature=484 50 47 52 12 4 2 12 1 48 4 13 15
split_gain=0.000128499 0.000115237 0.000143876 0.000201645 0.000240205 0.000201811 0.000158571 0.000220675 0.00016672 0.000152225 0.000137404 0.000101266 0.000187066
threshold=-0.0068949999999999992 0.10030500000000002 0.13148500000000005 0.11434500000000002 0.097825000000000009 0.09173000000000002 0.088850000000000012 0.084100000000000022 0.11181500000000001 0.093675000000000022 -0.0016099999999999997 -0.087404999999999997 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 7 10 9 11 -2 -8 -13
right_child=1 -3 -4 -5 5 -7 8 -9 -10 -11 -12 12 -14
leaf_value=-0.00059914767292366283 0.00045021055573540083 0.0006148227904675071 -0.00065221338222584766 -0.00063252207038208791 0.00020004097084928469 0.001218332713779561 0.00063020270503081005 -0.00096060025144832162 -0.00038514596191667965 0.00089882556360258302 -0.00042957147740894735 0.00042874660218807006 -0.00050373394718783741
leaf_weight=0.0011186770176757543 0.0011349466683419213 0.0010539077299339767 0.0010478735032792849 0.0013106713355131418 0.0016512948485315213 0.0010414138749678253 0.0010172748472871973 0.0011878161579125337 0.0014582047680996744 0.0011211647276978542 0.0011967473706839455 0.0014152951448713237 0.0014085237144740026
leaf_count=503 187 226 36 283 246 76 78 668 165 87 116 247 203
internal_value=0 3.58337e-05 -4.87015e-06 4.37791e-05 0.000113947 0.000593869 -1.60623e-05 -0.000325085 0.000153335 0.000311572 -1.33961e-06 0.000140161 -3.63756e-05
internal_weight=0 0.0160451 0.0149912 0.0139434 0.0126327 0.00269271 0.00993997 0.00351951 0.00642046 0.00496226 0.00233169 0.00384109 0.00282382
internal_count=3121 2618 2392 2356 2073 322 1751 971 780 615 303 528 450
is_linear=0
shrinkage=0.00181146


Tree=2846
num_leaves=14
num_cat=0
split_feature=484 43 43 42 43 1 16 42 2 16 4 2 15
split_gain=0.000119856 0.000101247 0.000171119 0.000134198 0.000133653 0.000163374 0.000217632 0.000215607 0.000240137 0.000199025 0.000129637 0.000109328 5.86107e-05
threshold=-0.0068949999999999992 0.21122500000000002 0.093175000000000022 -0.11051499999999999 -0.14968999999999996 0.10089500000000001 -0.27167499999999994 0.086325000000000013 0.093175000000000022 0.042200000000000008 -0.084369999999999987 0.089125000000000024 -0.0063699999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 10 7 -7 8 11 -8 -5 12 -6
right_child=1 -3 -4 4 5 6 9 -9 -10 -11 -12 -13 -14
leaf_value=-0.00061184025332729815 -0.00063744437808237479 -0.00053146551287854135 0.00075274118099415317 4.5260885188841311e-05 -0.00035425470236187642 -0.00031505289429272301 0.00099937063935928066 -0.00099869559410231028 -0.00078850888025910079 5.63092253491176e-05 0.00096053901195720438 0.00067926723667204492 0.00024335171809524112
leaf_weight=0.0010758774530431848 0.0010186050287821413 0.0010383720174862625 0.0011405670166118884 0.0011049929479525211 0.001073122889851264 0.0016512349740375157 0.0014948555114687599 0.0010451092165312476 0.0011623568306597938 0.0015625965625900781 0.001012278600588507 0.0010532871685102058 0.001172382656961696
leaf_count=503 142 185 94 91 199 199 177 637 191 186 80 88 349
internal_value=0 2.58692e-05 6.58047e-05 7.11943e-06 6.03585e-05 -2.72142e-05 0.000225472 -0.000243299 -6.63333e-05 0.000517393 0.00048286 0.000188131 -4.22433e-05
internal_weight=0 0.0155298 0.0144914 0.0133508 0.0123322 0.0102149 0.00470869 0.00550626 0.00446115 0.00305745 0.00211727 0.00329879 0.00224551
internal_count=3121 2618 2433 2339 2197 2026 562 1464 827 363 171 636 548
is_linear=0
shrinkage=0.00184769


Tree=2847
num_leaves=10
num_cat=0
split_feature=47 4 1 4 42 2 2 48 2
split_gain=4.2714e-05 8.25101e-05 0.000126556 7.01339e-05 0.000148804 6.30991e-05 4.98626e-05 0.000112198 8.74694e-05
threshold=0.13148500000000005 0.24564500000000003 0.111945 0.055260000000000011 0.088915000000000008 0.10981000000000002 0.084245000000000014 0.089670000000000014 0.096540000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 -1 8 -8
right_child=-2 2 -4 -5 -6 -7 7 -9 -10
leaf_value=0.0026274112351673748 -0.0035565055579974423 -0.00064920679775528386 0.0077647876471680687 -0.0041341304632091114 -0.006369495298463649 0.0045998577228604856 -0.00623119341925275 0.004253749885093464 0.00059237808979263585
leaf_weight=0.0019985454373735775 0.0010804431475635945 0.001306593174648527 0.0011688685738596217 0.0015247928592146296 0.0010353390625263692 0.001468023035882407 0.0013956419089389089 0.0010017542119727975 0.0012108273265585513
leaf_count=474 65 147 264 253 646 168 755 151 198
internal_value=0 0.000298516 0.00332373 -0.000478739 0.000208514 0.00117115 0.000273413 -0.00103043 -0.00306132
internal_weight=0 0.0121104 0.00247546 0.00963492 0.00811013 0.00707479 0.00560677 0.00360822 0.00260647
internal_count=3121 3056 411 2645 2392 1746 1578 1104 953
is_linear=0
shrinkage=0.0185774


Tree=2848
num_leaves=11
num_cat=0
split_feature=11 3 133 16 0 52 47 42 49 3
split_gain=4.16156e-05 6.60781e-05 6.39241e-05 0.000120496 0.00013169 0.000139318 0.000124728 0.000117446 7.82052e-05 3.77401e-06
threshold=0.081790000000000015 -0.12018999999999998 0.083950000000000011 -0.27167499999999994 -0.10607499999999999 -0.0064899999999999992 0.092165000000000011 0.085505000000000012 -0.047584999999999995 -0.016324999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 8 7 -6 -5 -4
right_child=-2 2 9 4 6 -7 -8 -9 -10 -11
leaf_value=0.0040709408657307435 -0.0038921097410516414 -0.006461006719083319 0.003810285353583858 0.0039522724114252903 -0.0089818130810244423 0.0089538301185199832 0.0022814231124180517 -4.6077874120853052e-05 -0.0037673438184967394 0.0020693906420990943
leaf_weight=0.00163681726417948 0.0010323434594206879 0.0013869120874730806 0.0010121203300514686 0.001052139614032277 0.0014165361323439396 0.0010713389454782671 0.0014102076495444947 0.0010252546172148103 0.0010706613198915305 0.0010020736592679044
leaf_count=180 175 219 828 78 726 75 166 466 71 137
internal_value=0 0.000314219 -0.000274364 -0.0010431 2.33257e-05 0.00304225 -0.00248002 -0.00522989 5.8787e-05 0.00294418
internal_weight=0 0.0120841 0.0104472 0.00843305 0.00704614 0.00319414 0.003852 0.00244179 0.0021228 0.00201419
internal_count=3121 2946 2766 1801 1582 224 1358 1192 149 965
is_linear=0
shrinkage=0.0201088


Tree=2849
num_leaves=11
num_cat=0
split_feature=41 3 1 4 3 3 12 43 3 1
split_gain=4.01858e-05 6.25602e-05 5.66959e-05 0.000130291 0.000159513 9.91063e-05 0.000131365 6.08556e-05 6.04918e-05 3.49132e-05
threshold=1.0000000180025095e-35 -0.12018999999999998 0.094385000000000011 -0.077679999999999985 0.013900000000000001 0.083060000000000009 0.085885000000000017 -0.0030899999999999994 0.13524500000000003 0.11212500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 -5 6 -4 -3 9 -7
right_child=-2 2 5 4 -6 8 -8 -9 -10 -11
leaf_value=0.0035110033798614118 -0.0033443890416332937 0.0046399534661053258 0.0086758494376719553 -0.0090667032023250705 -0.00043416415862548884 -0.00050902560356564969 2.5217232854023989e-05 -0.0013331367170538462 0.0023608900583680583 -0.0052092249587469327
leaf_weight=0.0016488168626853381 0.0010610990553450309 0.0010904646323820419 0.0010085722387446856 0.0012040181542188884 0.0015755567338988641 0.0010041585489961591 0.0012575929637539535 0.0010849146958399072 0.0010855309258517298 0.0010113849765249761
leaf_count=221 173 500 248 1133 85 86 228 246 168 33
internal_value=0 0.000281256 -0.000234648 -0.00161195 -0.00417349 0.00103686 0.00387524 0.00166103 -0.00103734 -0.00286755
internal_weight=0 0.011971 0.0103222 0.00495495 0.00277957 0.00536724 0.00226617 0.00217538 0.00310107 0.00201554
internal_count=3121 2948 2727 1964 1218 763 476 746 287 119
is_linear=0
shrinkage=0.017856


Tree=2850
num_leaves=13
num_cat=0
split_feature=484 403 48 4 39 3 12 4 3 16 3 16
split_gain=0.000182728 0.000132534 0.000168805 0.000190704 0.000120144 0.000207896 0.000144718 0.000164576 0.000227304 0.000144802 0.000164236 0.000100181
threshold=-0.0068949999999999992 0.087260000000000018 0.12737000000000001 0.27834500000000006 0.097050000000000011 0.10732000000000001 0.084100000000000022 0.09173000000000002 -0.088084999999999983 -0.094359999999999986 -0.016324999999999996 0.22339500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 9 8 -8 -2 -11 -7
right_child=1 -3 -4 -5 -6 11 7 -9 -10 10 -12 -13
leaf_value=-0.00068963870965336213 -0.00024525224162874691 -0.00058007511251371806 -0.00061216271004441961 0.00066196085403600507 -0.00046322311159003145 0.00095350884309752782 -6.3075800359687679e-05 0.0003094380381112232 -0.0010601325409724895 0.0010051657860317082 0.00013112135875786618 0.00019604420231320334
leaf_weight=0.0011541943125991687 0.001463054041672622 0.0010118854260105737 0.0010236733040693531 0.0018751282387752021 0.0012711092112347453 0.0011785523602603218 0.0017623899351625468 0.0011928030147199398 0.0012206035098661205 0.0010429390735274824 0.001937999956128973 0.0010337360607373114
leaf_count=503 89 255 73 284 65 66 417 87 905 157 192 28
internal_value=0 4.20138e-05 8.39738e-05 0.000134954 5.33055e-05 0.000113918 -1.07247e-05 -0.000248112 -0.000471059 0.000212337 0.000436923 0.000599568
internal_weight=0 0.0160139 0.015002 0.0139783 0.0121032 0.0108321 0.00861979 0.0041758 0.00298299 0.00444399 0.00298094 0.00221229
internal_count=3121 2618 2363 2290 2006 1941 1847 1409 1322 438 349 94
is_linear=0
shrinkage=0.00177594


Tree=2851
num_leaves=15
num_cat=0
split_feature=147 484 48 48 403 43 15 43 42 1 4 15 0 0
split_gain=0.000190416 0.000255352 0.000187581 0.000208831 0.000120003 0.000148821 0.000222669 0.000195725 0.000221594 0.000145152 0.000161177 0.000126312 6.29687e-05 3.55303e-05
threshold=0.089025000000000007 -0.0068949999999999992 0.12737000000000001 0.10396500000000002 0.085640000000000008 0.15359500000000004 -0.053579999999999996 -0.084004999999999982 -1.0000000180025095e-35 0.111945 1.0000000180025095e-35 0.013270000000000002 -0.069824999999999984 -0.13843999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 9 8 -8 10 -3 12 -9 -12
right_child=-2 2 -4 -5 -6 -7 7 11 -10 -11 13 -13 -14 -15
leaf_value=-0.00087405426888839221 0.00072393558721711119 0.00056285401057640163 -0.00072720608275909048 0.00080029421983145914 -0.00057122056199375155 0.00055228074215862388 -0.00043358865593909291 3.9031066845096615e-06 0.00048023920750483269 0.0007390771925432411 -0.00046747830832004583 -0.0010363649104607328 -0.00060633482316320897 -1.2260849175812497e-05
leaf_weight=0.0010851893012431306 0.0010024159469441225 0.0012252386081610064 0.0010078059670385045 0.0010427516359004093 0.0010583410964870371 0.0015082131607895575 0.0014967495422733151 0.0010300839841496752 0.0017391194924557393 0.0013517016875017381 0.0010096532222840793 0.0010761396859017246 0.0010203880236886531 0.0010712877973534586
leaf_count=492 124 249 71 91 252 148 147 148 180 233 45 623 141 177
internal_value=0 -5.73289e-05 -6.50814e-07 4.94e-05 -8.22869e-06 3.93296e-05 -3.08714e-05 -0.00024263 5.75486e-05 0.000258383 6.18553e-05 -0.000553299 -0.000299773 -0.000233128
internal_weight=0 0.0167227 0.0156375 0.0146297 0.0135869 0.0125286 0.0110204 0.00636248 0.00323587 0.00465788 0.00330618 0.00312661 0.00205047 0.00208094
internal_count=3121 2997 2505 2434 2343 2091 1943 1239 327 704 471 912 289 222
is_linear=0
shrinkage=0.00174112


Tree=2852
num_leaves=13
num_cat=0
split_feature=484 48 4 48 13 1 42 3 16 403 16 12
split_gain=0.000161838 0.000108666 0.000215256 0.000107391 0.000110105 0.000139989 0.000192676 0.000107163 9.78749e-05 7.59281e-05 0.000134373 0.0002046
threshold=-0.0068949999999999992 0.12737000000000001 0.27834500000000006 0.016865000000000002 -0.47860499999999995 0.12811000000000003 0.091545000000000015 0.083060000000000009 -0.080344999999999986 0.03138500000000001 -0.16927999999999996 0.085885000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 9 -5 10 -6 -12
right_child=1 -3 -4 8 5 -7 -8 -9 -10 -11 11 -13
leaf_value=-0.00065841293164700459 0.00045338885388319141 -0.00051831403915844545 0.00064244695689483558 -9.666561789228732e-06 0.00037078464156915748 0.00036179864844486587 -0.00094297319083085692 -0.00063856481202869623 0.00061052355752860301 0.0004098586279985937 1.9419750084250278e-05 -0.00098681874881377789
leaf_weight=0.0011272917389811626 0.00101130078179668 0.0010324454553795473 0.001858257498910121 0.001750702196371523 0.0011490387515968939 0.0013312069873665511 0.0011167483882524249 0.0011062370397905141 0.00148190469733503 0.0010004675567695702 0.0017219981444053603 0.0010118052909851359
leaf_count=503 25 77 304 175 85 36 381 79 233 200 320 703
internal_value=0 3.84185e-05 7.79515e-05 -4.7663e-06 -0.000100357 -0.000166728 -0.000265736 -0.000139466 0.000274643 -2.64025e-05 -0.000138811 -0.000352998
internal_weight=0 0.0155721 0.0145397 0.0126814 0.0094488 0.0084375 0.0071063 0.00598955 0.00323261 0.00488331 0.00388284 0.0027338
internal_count=3121 2618 2541 2237 1829 1804 1768 1387 408 1308 1108 1023
is_linear=0
shrinkage=0.00177594


Tree=2853
num_leaves=15
num_cat=0
split_feature=484 43 50 52 52 12 49 160 12 13 2 151 4 15
split_gain=0.000142859 0.000120886 0.000167595 0.00017651 0.000288027 0.000111314 0.000142848 0.000145011 0.000182513 0.000320342 0.000161806 0.000112694 0.000111489 1.92524e-05
threshold=-0.0068949999999999992 0.21122500000000002 0.10030500000000002 0.11434500000000002 0.095415000000000014 0.097825000000000009 -0.047584999999999995 -0.081069999999999989 0.086915000000000006 -0.084034999999999985 0.083215000000000011 -0.039414999999999999 0.09173000000000002 -0.074054999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 11 -8 9 -9 -11 -2 -7 -12
right_child=1 -3 -4 -5 -6 12 7 8 -10 10 13 -13 -14 -15
leaf_value=-0.00062520761683104199 0.00070355498165655195 -0.00055806537501612314 0.0007612190987003201 -0.00061851971954183951 0.0010067853267652228 -3.0455488305862134e-05 0.00038234510943627897 0.00066503018045224835 -0.00095083827803364815 3.0472549744004841e-05 -0.0005930554963083115 -4.5736836155775299e-05 0.00079174617169003368 -0.00094433711960250884
leaf_weight=0.0011713565147181684 0.0011499921330069465 0.001072253874193972 0.0010736184745383211 0.0012951844391305813 0.0010198103270528955 0.0010985654544031455 0.0011124121808918745 0.0011447540445713627 0.0012312282014504163 0.0014166214171264851 0.0010412637956171008 0.0015416042682331313 0.0010665786691843523 0.0010071276615807874
leaf_count=503 161 185 201 277 109 172 143 199 564 114 129 121 71 172
internal_value=0 2.97816e-05 7.12534e-05 1.88108e-05 8.31493e-05 3.39302e-06 -7.99305e-05 -0.000217088 -0.00033125 -0.000165764 -0.000440237 0.0002744 0.000374572 -0.000765769
internal_weight=0 0.016271 0.0151988 0.0141251 0.01283 0.0118101 0.009645 0.00695341 0.005841 0.00460977 0.00346501 0.0026916 0.00216514 0.00204839
internal_count=3121 2618 2433 2232 1955 1846 1603 1321 1178 614 415 282 243 301
is_linear=0
shrinkage=0.00181146


Tree=2854
num_leaves=13
num_cat=0
split_feature=484 4 39 49 13 43 12 3 160 16 15 1
split_gain=0.000189033 0.000125855 9.99854e-05 0.000152495 0.000137576 0.000145942 0.00021233 0.00016259 0.000161915 0.000122427 0.000101115 5.2609e-05
threshold=-0.0068949999999999992 0.26790000000000008 0.097050000000000011 0.065470000000000014 -0.47860499999999995 -0.072864999999999985 0.088365000000000013 -0.077774999999999983 0.086075000000000013 -0.088159999999999988 0.040760000000000005 0.111945
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 7 8 10 9 -7 -6 -3
right_child=1 11 -4 -5 5 6 -8 -9 -10 -11 -12 -13
leaf_value=-0.0006697833145949514 0.00056479821978662481 0.00016174505574475604 -0.00047923848280431177 0.00060158076392094603 -0.00038963997237400651 0.00047850403009938147 -0.00091218327454857604 0.00060948497621096578 -0.00062219446168443977 -0.00018635020166861418 0.00025773861321723055 0.00067326039842397509
leaf_weight=0.0012135961368474639 0.001047069677916789 0.0012710517235371417 0.0013098135671332231 0.001257507615569556 0.0016071437511298511 0.001447090828545221 0.0012509505623133806 0.0014971739144902813 0.0013311016019985633 0.0020001052023476129 0.0013422577237511132 0.0011711832402590302
leaf_count=503 24 110 72 396 261 169 569 171 57 343 198 248
internal_value=0 4.21551e-05 -2.10905e-05 2.58633e-05 -3.69655e-05 -9.71124e-05 -0.000273597 0.000142188 -0.000106416 9.27475e-05 -9.50212e-05 0.000407044
internal_weight=0 0.0165324 0.0140902 0.0127804 0.0115229 0.0104758 0.00602925 0.00444658 0.0047783 0.0034472 0.0029494 0.00244223
internal_count=3121 2618 2260 2188 1792 1768 1138 630 569 512 459 358
is_linear=0
shrinkage=0.00174112


Tree=2855
num_leaves=9
num_cat=0
split_feature=4 0 0 16 15 16 47 4
split_gain=4.2055e-05 4.44844e-05 0.000139384 9.89574e-05 0.000109538 0.00010386 8.39477e-05 7.67261e-05
threshold=0.27287000000000006 -0.061629999999999997 -0.082974999999999979 -0.27167499999999994 -0.0088349999999999974 -0.090344999999999995 0.085270000000000026 -0.27825499999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 -3
right_child=-2 6 -4 4 -6 -7 -8 -9
leaf_value=-0.0051445139303633513 0.0023714388444244791 -0.0028119390766196211 -0.0068282787671587195 0.002510408696779013 0.0042155189981253668 -0.0043686738477575326 0.0051176815111673496 0.0028772452831131801
leaf_weight=0.0010446701211862894 0.001991928960018049 0.0018771457353272333 0.001211184276001526 0.0012609776256525208 0.0019217945456305036 0.0015723398485611719 0.0011497310146310058 0.0012652491518118664
leaf_count=134 352 204 926 207 532 499 88 179
internal_value=0 -0.000442424 -0.0013189 -0.000168356 0.000924876 -0.00130711 0.000989246 -0.000521254
internal_weight=0 0.0113031 0.00701097 0.00579978 0.00475511 0.00283332 0.00429213 0.00314239
internal_count=3121 2769 2298 1372 1238 706 471 383
is_linear=0
shrinkage=0.017856


Tree=2856
num_leaves=14
num_cat=0
split_feature=484 41 3 0 3 1 3 15 15 51 52 47 48
split_gain=0.000170928 0.000120706 0.000132017 0.000118852 0.000110401 0.000121612 0.000103316 0.000145954 0.000159867 0.00031283 0.000177231 0.000133124 0.000244421
threshold=-0.0068949999999999992 0.078475000000000017 -0.12018999999999998 0.10455500000000001 -0.078934999999999991 0.089875000000000024 -0.073309999999999986 1.0000000180025095e-35 -0.016799999999999995 -0.076794999999999988 0.09086000000000001 0.092710000000000015 0.086260000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4 -6 8 9 -8 -10 12 -11
right_child=1 -3 4 -5 6 -7 7 -9 10 11 -12 -13 -14
leaf_value=-0.00073106781346803898 0.00092486560821846483 -0.00055879318605781502 -0.00072957621422278796 4.0601018017658552e-05 0.00066335207224601405 0.00013320545698799157 -0.00092669178952132429 -0.00053330009975029429 0.0010042967059864644 0.0010675416251290986 -3.6267103838231555e-05 -0.00029949685561856326 -4.0755792710757853e-05
leaf_weight=0.0011163855665273009 0.0011431626015412323 0.0011408241975154601 0.0013640861302561822 0.0010230344818520989 0.001002027693601506 0.0010098720504889656 0.0011434652637403106 0.0014040439021971622 0.0012963813124042822 0.0011905906150449707 0.0010541182042835828 0.0013847919684930824 0.0017392883062896415
leaf_count=503 120 133 968 89 217 163 100 211 83 248 26 102 158
internal_value=0 3.18337e-05 7.75001e-05 0.000507252 3.55049e-06 -0.000362552 8.8635e-05 2.61252e-05 0.000126714 -5.02482e-05 0.00053764 0.000182025 0.000409614
internal_weight=0 0.0158957 0.0147549 0.0021662 0.0125887 0.00237396 0.0102147 0.00921268 0.00780864 0.00545814 0.0023505 0.00431467 0.00292988
internal_count=3121 2618 2485 209 2276 1131 1145 928 717 608 109 508 406
is_linear=0
shrinkage=0.00188464


Tree=2857
num_leaves=10
num_cat=0
split_feature=47 50 4 4 3 13 43 52 0
split_gain=4.43533e-05 8.12699e-05 9.32075e-05 6.96167e-05 0.000101384 8.98418e-05 9.00557e-05 0.000125999 6.18956e-05
threshold=0.13148500000000005 0.088425000000000017 0.24564500000000003 0.055260000000000011 0.10299500000000002 -0.033284999999999988 -0.053764999999999993 -0.0064899999999999992 -0.15202999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -8 -4
right_child=-2 -3 8 -5 -6 6 7 -9 -10
leaf_value=-0.0045046707626718308 -0.003668523989564606 -0.0041386050586609789 0.0011807159722907205 -0.0037775265132046531 0.0046586843345576574 0.0043319109568255238 -0.0053237417789924234 0.0035864068740038969 0.0076130817487536692
leaf_weight=0.001493788167317012 0.0010993533630602953 0.0013178036330463447 0.0010801701426856776 0.001476045979294279 0.00178449908664291 0.0016495614857076216 0.0013139355903366815 0.0010062885759596295 0.001068463939760113
leaf_count=904 65 532 98 238 105 382 220 289 288
internal_value=0 0.000305487 0.000844122 -2.65642e-05 0.000737307 -0.000543484 0.000947069 -0.00145938 0.00437938
internal_weight=0 0.0121906 0.0108728 0.00872412 0.00724807 0.00546357 0.00396979 0.00232022 0.00214863
internal_count=3121 3056 2524 2138 1900 1795 891 509 386
is_linear=0
shrinkage=0.018949


Tree=2858
num_leaves=9
num_cat=0
split_feature=11 48 0 16 16 1 0 12
split_gain=4.38409e-05 6.62736e-05 0.000167325 6.66184e-05 0.000123802 0.000112142 0.000108653 8.85999e-05
threshold=0.081790000000000015 0.016865000000000002 -0.20211999999999997 0.38525000000000004 0.15273500000000004 0.11323000000000001 -0.10224499999999999 0.088365000000000013
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=-0.0044706472370447583 -0.003325583356111347 -0.0016391018942005027 0.0055324383049270938 0.0023049287489216126 -0.0066951894681236569 0.0047571001497311747 0.0032271054119586487 -0.0030301451078093228
leaf_weight=0.0019549461179225601 0.0010451236562155361 0.0017452679341811717 0.0019505208022317618 0.0018135673960653648 0.0010303161562583525 0.001000465288072191 0.0016163637740835692 0.0010613568307979257
leaf_count=254 175 82 498 216 122 224 762 788
internal_value=0 0.00026551 0.00214581 -0.00055426 -0.00133244 -0.000351572 -0.00145483 0.000746945
internal_weight=0 0.0121728 0.00369579 0.00847702 0.00666345 0.00563313 0.00463267 0.00267772
internal_count=3121 2946 580 2366 2150 2028 1804 1550
is_linear=0
shrinkage=0.0168261


Tree=2859
num_leaves=10
num_cat=0
split_feature=47 52 12 52 4 2 0 3 12
split_gain=4.4274e-05 7.66806e-05 8.76069e-05 0.000113771 0.000141469 0.000102811 0.000123172 9.02819e-05 4.2224e-05
threshold=0.13148500000000005 0.11434500000000002 0.097825000000000009 0.070205000000000017 -0.04890499999999999 0.073895000000000002 -0.14920999999999998 0.11296500000000002 0.10711000000000002
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=-0.005157913747053793 -0.0035926543189053607 -0.0037654188064743122 0.0066823088653961216 0.0052857340386236202 -0.0040130820819942476 0.0025280914514053663 0.0068492930005078041 -0.0043952211247626338 0.0015312494243020943
leaf_weight=0.0019574422218590218 0.0010963385739354908 0.0014092163867635748 0.0011172829713372934 0.0011993436006772391 0.0012311304833174932 0.0017128640459936717 0.0012926683258586533 0.0010476285411560315 0.0010801763877151017
leaf_count=554 65 476 178 487 275 111 711 48 216
internal_value=0 0.000306763 0.000846178 -1.39736e-05 -0.000891688 0.000688636 0.00211676 -9.93599e-05 0.00415027
internal_weight=0 0.0120478 0.0106385 0.00844108 0.00724173 0.00528429 0.00405316 0.00276049 0.00219746
internal_count=3121 3056 2580 2186 1699 1145 870 159 394
is_linear=0
shrinkage=0.0185774


Tree=2860
num_leaves=13
num_cat=0
split_feature=484 15 133 133 15 12 42 156 160 12 3 2
split_gain=0.000147774 0.000154793 0.000109181 0.000164124 0.000187167 0.000192724 0.000178391 0.000145569 0.000165784 0.000199141 0.000230831 0.00016444
threshold=-0.0068949999999999992 -0.24436499999999997 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 -0.040564999999999997 0.085935000000000025 0.082410000000000011 0.086870000000000017 0.09334000000000002 0.10732000000000001 0.073895000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -6 8 9 10 11 -7
right_child=1 2 -4 -5 6 7 -8 -9 -10 -11 -12 -13
leaf_value=-0.00061722722847295239 0.00061970080547282369 -0.00058883719456226554 -0.00052323381151768422 0.00053523867265005713 -0.00077670771781671098 0.00037625603734057545 0.00014328110900564141 -0.00043627756925553957 -0.00030531669404364019 -0.00014212462987768076 -0.00011514170623075994 0.0011900871725384547
leaf_weight=0.0011246132194973916 0.0012669827160207087 0.0011486501008276537 0.0011767854832178673 0.0017018307541771917 0.0017483504937803084 0.0013370188546013269 0.0010069462404655449 0.0010298231610428622 0.0012602414578806176 0.0015328229039917726 0.0010399765525062055 0.0017220746450021043
leaf_count=503 232 126 355 370 501 101 264 203 76 173 70 147
internal_value=0 3.57559e-05 -1.45584e-05 2.96915e-05 -4.30603e-05 7.76634e-05 -0.00044049 0.000174303 0.000265536 0.000393275 0.000593485 0.000834391
internal_weight=0 0.0159715 0.0147045 0.0135277 0.0118259 0.00907061 0.0027553 0.00792196 0.00689213 0.00563189 0.00409907 0.00305909
internal_count=3121 2618 2386 2031 1661 896 765 770 567 491 318 248
is_linear=0
shrinkage=0.00174112


Tree=2861
num_leaves=14
num_cat=0
split_feature=147 484 48 4 0 160 52 12 12 13 0 3 15
split_gain=0.000135576 0.000174814 0.000206748 0.000220158 0.000117956 8.8572e-05 0.000155357 0.000165558 0.000200312 0.000138586 0.000183251 0.000167099 0.000121039
threshold=0.088610000000000008 -0.0068949999999999992 0.12737000000000001 0.40473500000000007 -0.22491999999999998 -0.082869999999999985 0.10744000000000002 0.10645 0.097825000000000009 -0.076384999999999995 -0.084269999999999984 -0.034684999999999994 -0.016799999999999995
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 -7 -11 -13
right_child=-2 2 -4 -5 5 6 -8 -9 -10 11 -12 12 -14
leaf_value=-0.00080415937395717819 0.00066572963189245481 0.00046434542858854049 -0.00081758999118990313 0.00074487541688711065 -0.00054709746343922837 -0.00029658870824712899 0.00066985916561844276 -0.00078669431577816859 0.00066307373601590211 -0.00083283138441753223 0.00063600035854869861 -0.00048434178352368544 0.00037810942678581031
leaf_weight=0.0010168588323683459 0.0010053953726145417 0.0015833319218110384 0.0010223459034945119 0.0014932244928988697 0.0013023172857638795 0.0015042505253101898 0.0010277205125540792 0.0011063230389605659 0.0013184364827127822 0.0016290584390219322 0.0014893617024677192 0.0011341599331431418 0.0011786306701040907
leaf_count=491 127 55 71 228 407 275 116 148 131 691 186 124 71
internal_value=0 -4.67446e-05 2.03466e-06 5.87795e-05 -1.84035e-05 -8.37872e-05 -2.57028e-05 -0.000102073 -1.0309e-05 -0.00013832 0.000167387 -0.000370486 -4.48245e-05
internal_weight=0 0.016806 0.0157892 0.0147668 0.0132736 0.0116903 0.0103879 0.00936022 0.0082539 0.00693546 0.00299361 0.00394185 0.00231279
internal_count=3121 2994 2503 2432 2204 2149 1742 1626 1478 1347 461 886 195
is_linear=0
shrinkage=0.00188464


Tree=2862
num_leaves=11
num_cat=0
split_feature=42 43 3 4 133 48 16 51 2 2
split_gain=4.11464e-05 7.80838e-05 0.000193602 0.000124212 9.75889e-05 6.66629e-05 0.00012674 9.75028e-05 7.49469e-05 0.00011361
threshold=-0.095859999999999987 -0.052894999999999991 -0.077774999999999983 -0.083854999999999985 -0.0061299999999999992 0.086035000000000014 0.22339500000000004 0.088785000000000017 0.10882500000000002 0.089125000000000024
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -3 6 8 -7 9 -6
right_child=1 4 -4 -5 5 7 -8 -9 -10 -11
leaf_value=-0.0034939198822084047 0.0035255293933473524 -0.0059738579439418274 0.0086279688819841452 -0.0053749776417316222 0.0015473540687476195 -0.0065479984158411005 -0.0044657056046377309 0.0014035004940351657 -0.00062810209825480095 0.010345584341089684
leaf_weight=0.0012038305296288481 0.0012985741545539099 0.0011901061902547397 0.0013593454711652788 0.0011482857772902593 0.0013050960851078693 0.0011871969132372096 0.0010589322334244649 0.00121048664156213 0.0012297235714414292 0.001013317349499101
leaf_count=241 187 685 444 641 287 99 143 98 158 138
internal_value=0 0.00032928 0.00266264 -0.000651385 -0.000754477 0.000132294 0.00151974 -0.00253363 0.00330608 0.00539283
internal_weight=0 0.0120011 0.00380621 0.00244686 0.00819486 0.00700475 0.00460707 0.00239768 0.00354814 0.00231841
internal_count=3121 2880 1272 828 1608 923 726 197 583 425
is_linear=0
shrinkage=0.0197145


Tree=2863
num_leaves=10
num_cat=0
split_feature=13 1 4 4 47 43 52 0 0
split_gain=4.52538e-05 8.20911e-05 0.000121026 8.44883e-05 0.00010817 0.000125907 8.85307e-05 0.00011868 0.000101247
threshold=-0.47860499999999995 1.0000000180025095e-35 -0.083854999999999985 -0.084369999999999987 0.092530000000000015 -0.074359999999999996 -0.0064899999999999992 -0.10607499999999999 -0.14794999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 6 -6 8 -8 -5
right_child=1 3 -4 4 5 -7 7 -9 -10
leaf_value=0.0033908302593259384 0.00036263720914569584 -0.003689626647694128 -0.007033525552221428 -0.0025886651160307236 0.0021447935799283587 -0.0064459684333342624 0.0086216387435105284 0.0012693566186858967 0.0042746297443786137
leaf_weight=0.0011361815194231616 0.0015584581512786109 0.0013202661129692456 0.0012886978845675337 0.0016470293017399606 0.0010788725437901 0.0010970600139535076 0.0013278547090875611 0.0014804656490343604 0.0011736555584362721
leaf_count=85 326 307 1272 83 98 127 140 418 265
internal_value=0 -0.00033803 -0.00298506 0.00048787 0.00119453 -0.00218649 0.00250148 0.00474573 0.000267075
internal_weight=0 0.0119724 0.00284716 0.0091252 0.00780494 0.00217593 0.00562901 0.00280832 0.00282068
internal_count=3121 3036 1598 1438 1131 225 906 558 348
is_linear=0
shrinkage=0.017856


Tree=2864
num_leaves=16
num_cat=0
split_feature=484 128 402 43 15 11 43 16 1374 48 13 4 15 1 43
split_gain=0.000139395 0.0001356 0.000134319 0.000179697 0.000159005 0.000233971 0.00015569 0.000141657 0.000149915 0.000328192 0.00017985 0.000182899 0.000127651 0.000115206 7.37216e-05
threshold=-0.0068949999999999992 1.0000000180025095e-35 0.073745000000000019 0.16180500000000003 -0.24436499999999997 0.078065000000000009 0.070450000000000013 -0.29154999999999992 -0.08070999999999999 0.016865000000000002 -0.033284999999999988 -0.0065699999999999986 -0.008624999999999999 0.090740000000000015 -0.091784999999999992
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 -6 -9 10 11 -10 -12 -11 -14
right_child=1 -3 -4 -5 5 -7 -8 8 9 13 12 -13 14 -15 -16
leaf_value=-0.00065002547631805329 0.00076554617180740465 -0.00064323318057089114 0.00070528780252349761 -0.00074679212771699695 -0.0005788464127879123 -0.00084440134383476204 0.00075125208692497286 -0.00057338033766097499 -0.00094088387162314649 0.00034023403376864974 -0.00024808560922678224 0.00013803410021075196 0.00086986361936746564 0.0011887906418782969 0.00015521561047565977
leaf_weight=0.0011484537881021216 0.0011068806167619074 0.0010009278806693651 0.001106378744056999 0.0010000371467814755 0.0012215269233757818 0.0010203897343718247 0.0011623206852414908 0.0010215034971917678 0.0012583242563073654 0.0010594344201948387 0.0012458207220213233 0.0010028444458210209 0.0010376732068304645 0.0012258568682153026 0.001013440250845668
leaf_count=503 195 209 304 144 139 126 61 56 528 121 66 137 89 174 269
internal_value=0 2.90549e-05 7.25179e-05 2.382e-05 8.14336e-05 1.97153e-05 9.81005e-05 2.28338e-05 0.000105742 0.000194189 -5.30117e-05 -0.000462376 0.000227747 0.00079541 0.000516761
internal_weight=0 0.0164834 0.0154824 0.0143761 0.013376 0.0122691 0.0112487 0.0100864 0.0088649 0.00784339 0.0055581 0.00226117 0.00329693 0.00228529 0.00205111
internal_count=3121 2618 2409 2105 1961 1766 1640 1579 1440 1384 1089 665 424 295 358
is_linear=0
shrinkage=0.00188464


Tree=2865
num_leaves=9
num_cat=0
split_feature=4 42 43 4 52 15 16 4
split_gain=3.8007e-05 5.70444e-05 0.00010282 0.000102556 0.00010907 6.4621e-05 0.000104968 0.000143442
threshold=0.27287000000000006 0.092620000000000022 0.12450000000000001 0.055260000000000011 -0.088204999999999992 -0.074054999999999996 0.0013750000000000001 -0.083854999999999985
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=-0.0044966786038366461 0.0028888148894228574 -0.0048806784430123155 0.0065313796483825962 -0.0055848309384346345 0.0055566044784715494 0.0032669281473486638 0.0055200521643563785 -0.0085166847081442499
leaf_weight=0.0016908638499310187 0.0019594467716097198 0.0013579090925740734 0.0011193412252515156 0.0017931391148894166 0.0018251244826407798 0.0010302521654423414 0.0012313789942676925 0.0010905768515149833
leaf_count=491 352 526 167 219 361 313 129 563
internal_value=0 -0.000531297 7.25537e-05 -0.000762148 0.000496951 0.00212782 0.000261003 -0.00279246
internal_weight=0 0.0111386 0.00978068 0.00866134 0.0068682 0.00517733 0.00335221 0.00212083
internal_count=3121 2769 2243 2076 1857 1366 1005 876
is_linear=0
shrinkage=0.0226458


Tree=2866
num_leaves=9
num_cat=0
split_feature=11 48 0 15 16 52 15 13
split_gain=3.88672e-05 5.93759e-05 0.000146409 6.82102e-05 0.000212888 0.000108771 9.67582e-05 9.0471e-05
threshold=0.081790000000000015 0.016865000000000002 -0.20211999999999997 -0.016799999999999995 0.38525000000000004 0.084960000000000022 -0.095244999999999982 -0.0034749999999999994
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=-9.6882139234257165e-05 -0.0032678936553395678 -0.0015716418376580878 0.0054447192601432947 0.0031771829952965324 0.0076821471187049411 -0.0054881459481387678 -0.0066491539195926907 -0.002796201423567444
leaf_weight=0.0017168743396420594 0.0010355467716515613 0.0017289927229633406 0.0019274237572632141 0.0018216002327857558 0.0010504888057880635 0.0012378884202014027 0.001155528231925879 0.0013550465711019003
leaf_count=339 175 82 498 577 35 651 539 225
internal_value=0 0.000266985 0.00212693 -0.0005487 0.000599242 -0.00108622 -0.00273277 0.000629146
internal_weight=0 0.0119938 0.00365642 0.00833743 0.00546502 0.00441454 0.0028724 0.00317665
internal_count=3121 2946 580 2366 1488 1453 878 802
is_linear=0
shrinkage=0.0175059


Tree=2867
num_leaves=9
num_cat=0
split_feature=4 0 1 13 15 3 2 15
split_gain=3.7318e-05 9.54969e-05 6.81539e-05 0.000101388 0.00011915 9.33738e-05 0.000106867 0.000105101
threshold=-0.49405499999999997 1.0000000180025095e-35 0.077565000000000009 -0.094514999999999988 0.035560000000000008 0.10893000000000001 0.090545000000000014 -0.055554999999999993
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=-0.0034630579444920673 -0.0038266621470721073 0.0047480284521373003 0.0048475296796887659 -0.0034190199824002637 -0.006662966240821906 -0.0036059649230311855 0.0062455989183066406 0.0039145422413955633
leaf_weight=0.0010744552072867201 0.0017715727299049419 0.0015644868291199232 0.0015296006011797517 0.001671417709932556 0.0010456166239850122 0.0015871905236579664 0.0014107829394831217 0.001296202536463534
leaf_count=156 1551 186 231 250 318 82 215 132
internal_value=0 0.000298408 -0.000376642 0.000338977 -0.000644632 0.000410229 0.00186612 -0.000215853
internal_weight=0 0.0118769 0.0103124 0.00854081 0.00701121 0.00596559 0.0043784 0.00296762
internal_count=3121 2965 2779 1228 997 679 597 382
is_linear=0
shrinkage=0.0193279


Tree=2868
num_leaves=9
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split_feature=41 52 52 1 4 3 15 48
split_gain=4.07158e-05 5.96316e-05 0.000104611 7.47698e-05 0.000156702 8.19913e-05 8.72184e-05 6.98952e-05
threshold=1.0000000180025095e-35 -0.081429999999999989 -0.24456499999999998 0.088340000000000016 -0.083854999999999985 -0.077644999999999978 -0.074054999999999996 0.09111000000000001
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=-0.0014268558439209861 -0.0037910243244365246 0.00093284647738301027 0.005941261440602242 0.0048722458110952421 -0.0081580023249919059 -0.0015147304583315495 -0.0046814410544584496 0.005047830179875013
leaf_weight=0.0013945246141150768 0.0010585057195543349 0.0017597731402710316 0.0017658004583399316 0.0015039371889402709 0.0013587016921259526 0.001416694577144534 0.0014017322139155131 0.0012225992664640396
leaf_count=351 173 330 389 266 1046 229 227 110
internal_value=0 0.000325581 0.00269001 -0.000536935 -0.00302798 0.000864025 -0.000627703 0.00152524
internal_weight=0 0.0118238 0.00316033 0.00866344 0.00311847 0.00554496 0.00404103 0.00263929
internal_count=3121 2948 740 2208 1376 832 566 339
is_linear=0
shrinkage=0.0201088


Tree=2869
num_leaves=15
num_cat=0
split_feature=484 43 42 376 133 43 4 4 15 2 3 3 16 3
split_gain=0.00023532 0.000156945 0.000266671 0.000307261 0.00020633 0.000240768 0.000230863 0.000220892 0.000206329 0.000188053 0.000183161 0.000214086 0.000160921 0.000154523
threshold=-0.0068949999999999992 0.21122500000000002 -0.11466499999999999 1.0000000180025095e-35 0.095000000000000015 -0.074359999999999996 -0.062539999999999984 -1.0000000180025095e-35 -0.24436499999999997 0.089885000000000007 -0.077774999999999983 -0.10519499999999998 -0.071359999999999993 0.11296500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 10 12 -8 -9 -10 11 -4 -7 -11
right_child=1 -3 3 -5 -6 6 7 8 9 13 -12 -13 -14 -15
leaf_value=-0.00083148458215978865 -0.00083529710498626679 -0.00066410400195102636 0.00079889415256001234 0.0011838406162612458 -0.00069625515247486369 -1.3748764635132613e-06 0.00089936026774123953 0.00076067989983361528 -0.00081271397290197313 0.00052680373620994582 0.0012124493877055573 -0.00028686174209026312 -0.00098839487580005842 -0.00041643462659412319
leaf_weight=0.001227253636636237 0.0010720709749889269 0.0010913488467340837 0.001419428863586758 0.0010047405099370904 0.0011516536512937393 0.0011550853408817941 0.0012414055733946218 0.0010190353949595422 0.0012843967717290662 0.0013781961756772002 0.0011137400442425417 0.0012729165857353563 0.0012944714095582471 0.0012012021676748308
leaf_count=503 139 185 86 151 391 369 153 119 106 99 164 374 222 60
internal_value=0 4.06642e-05 8.99422e-05 0.00015818 8.20228e-05 0.000154423 -2.41943e-05 0.000175304 -8.7799e-06 -0.000211717 0.000556786 0.000285559 -0.000522967 8.75463e-05
internal_weight=0 0.0166997 0.0156083 0.0145363 0.0135315 0.0123799 0.00857379 0.00612424 0.00488283 0.0038638 0.00380609 0.00269235 0.00244956 0.0025794
internal_count=3121 2618 2433 2294 2143 1752 1128 537 384 265 624 460 591 159
is_linear=0
shrinkage=0.00192234


Tree=2870
num_leaves=9
num_cat=0
split_feature=11 43 2 13 13 3 52 1
split_gain=3.8912e-05 4.56234e-05 8.23846e-05 8.00863e-05 6.13318e-05 0.000113909 0.000123847 6.79886e-05
threshold=0.081790000000000015 -0.052894999999999991 0.096540000000000015 -0.0034749999999999994 -0.095304999999999987 -1.0000000180025095e-35 -0.0064899999999999992 0.07863500000000001
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=0.0030730933398810919 -0.0037617868511118529 -0.00081618072218114129 0.0063212152927937691 -0.0033480657669572784 -0.0077179222688914997 -0.0039852240149854017 0.0032130989425845956 0.0059450265746979558
leaf_weight=0.0017634028645698786 0.0010313431508831997 0.0014866598678114828 0.0012415570013814591 0.0014162027922181579 0.0010809373601368914 0.0019053638501476677 0.0019614008997613239 0.0010099456983022614
leaf_count=783 175 105 378 226 973 160 137 184
internal_value=0 0.000310377 0.00192839 0.000213096 -0.000650557 -0.00194711 -0.000333904 0.00191891
internal_weight=0 0.0118655 0.00442116 0.00317961 0.00744431 0.0049477 0.00386676 0.00249661
internal_count=3121 2946 1387 1009 1559 1270 297 289
is_linear=0
shrinkage=0.0201088


Tree=2871
num_leaves=13
num_cat=0
split_feature=484 48 4 133 133 12 15 12 16 47 42 4
split_gain=0.000197814 0.000119402 0.000195959 0.000108264 0.000167531 0.000214066 0.000263967 0.000212695 0.000170095 0.000137365 0.000134786 7.70874e-05
threshold=-0.0068949999999999992 0.12737000000000001 0.27834500000000006 0.10622000000000002 0.083950000000000011 -0.040564999999999997 0.024640000000000006 0.051320000000000005 -0.013324999999999998 0.085270000000000026 0.081660000000000024 0.0061450000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 8 11 -9 -8 -7
right_child=1 -3 -4 -5 -6 6 10 9 -10 -11 -12 -13
leaf_value=-0.00077721488207997268 -0.00082920284669475643 -0.00057874418586808282 0.00067199839522509607 -0.00056012010924190827 0.0006396270237831376 -0.00018342049864787812 -0.0010023528171160794 -0.00047811996422461166 0.0009984086833625084 0.00033875275790801754 -4.5688345675198196e-05 0.0005217274725430374
leaf_weight=0.0011123553558644696 0.0010603137519736303 0.0010161848629662634 0.00179676131216945 0.0010929103757204113 0.0015378099670921167 0.001018847730130279 0.001036238184177969 0.0017234079382871994 0.0016388193721255185 0.0012700006469613234 0.0010563532683781351 0.001198310371710587
leaf_count=503 120 77 304 341 364 61 422 355 102 128 296 48
internal_value=0 4.56666e-05 8.96394e-05 6.81192e-06 6.05035e-05 -2.85343e-05 6.64066e-05 0.000245386 0.000538002 -0.000131549 -0.000519423 0.000197692
internal_weight=0 0.015446 0.0144298 0.012633 0.0115401 0.0100023 0.00894198 0.00684939 0.00385598 0.00299341 0.00209259 0.00221716
internal_count=3121 2618 2541 2237 1896 1532 1412 694 211 483 718 109
is_linear=0
shrinkage=0.00188464


Tree=2872
num_leaves=15
num_cat=0
split_feature=484 43 42 43 50 43 4 131 474 4 47 1 2 48
split_gain=0.00022799 0.000123517 0.000210979 0.000154086 0.000195413 0.000170146 0.000200344 0.000206851 0.000238294 0.000164216 0.000149744 0.000156251 0.00017034 0.000122393
threshold=-0.0068949999999999992 0.21122500000000002 -0.11466499999999999 0.093175000000000022 0.10030500000000002 -0.14968999999999996 -0.35136499999999998 1.0000000180025095e-35 0.084660000000000027 -0.084369999999999987 0.092710000000000015 0.094385000000000011 0.089885000000000007 0.087555000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 9 -7 8 10 -4 11 12 -8 -13
right_child=1 -3 3 -5 -6 6 7 -9 -10 -11 -12 13 -14 -15
leaf_value=-0.0007278695884671187 -0.00066779933306691417 -0.00052141390418908068 -1.0187365497497266e-05 0.00070755944828346489 0.00079785937875818621 -0.00076099999258009705 -0.00062641655861217917 -0.00060403508131671101 0.00088207584145437662 0.00091276220672551346 -0.00059786991619773444 0.00074928595526961746 0.00020881427601777939 -2.4800349690757111e-05
leaf_weight=0.0011914744155207746 0.0010160510363346623 0.0010489003894192548 0.0011373116665209793 0.0012586825044265887 0.0010253882406127167 0.0011013385759999399 0.0012590614918889854 0.0013465253815572731 0.0010370844746042177 0.0011098840045341571 0.0010250809703250992 0.0014465674902309736 0.0016359036871238077 0.0010111991794564124
leaf_count=503 139 185 89 89 178 154 543 344 145 78 94 220 283 77
internal_value=0 4.5381e-05 8.39604e-05 0.000137026 8.23551e-05 2.17711e-05 -7.48094e-05 1.14469e-05 0.000123217 0.000445655 -1.79903e-07 0.000114281 -0.000154439 0.000430804
internal_weight=0 0.016459 0.0154101 0.014394 0.0131353 0.01211 0.00986276 0.00876142 0.0074149 0.0022472 0.00637781 0.00535273 0.00289497 0.00245777
internal_count=3121 2618 2433 2294 2205 2027 1860 1706 1362 167 1217 1123 826 297
is_linear=0
shrinkage=0.00170698


Tree=2873
num_leaves=13
num_cat=0
split_feature=484 48 4 42 124 43 15 1 1 43 51 43
split_gain=0.000175701 0.000112185 0.00020159 0.000109766 0.000130496 0.000220622 0.000158097 0.000269648 0.000266093 0.000181607 9.08376e-05 6.84046e-05
threshold=-0.0068949999999999992 0.12737000000000001 0.27834500000000006 0.091735000000000025 -0.0066649999999999991 0.12450000000000001 -1.0000000180025095e-35 0.095285000000000022 0.090475000000000014 -0.083269999999999997 0.082455000000000014 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 10 9 -8 -6 -9
right_child=1 -3 -4 -5 5 -7 8 11 -10 -11 -12 -13
leaf_value=-0.0007107392367668758 -0.00049337241684128692 -0.00054443686543269526 0.00062602195531683729 -0.0004352267656837481 -0.00054469530880205488 0.00087317312003577763 0.00049477577559818825 0.00037361240742665491 -0.0010062829680999568 -0.0003342393797754966 0.0001961200521508767 0.00099927305315933757
leaf_weight=0.0010787764589357427 0.0012160297051257577 0.0010009733774770145 0.0018025001408679174 0.0016547436177894075 0.001079776218119821 0.0010990764042975209 0.0014900309982474719 0.0010464565485123201 0.0010136845931812827 0.0018912728417148166 0.0010106683573693088 0.0011644150116387753
leaf_count=503 148 77 304 435 422 145 171 67 182 526 79 62
internal_value=0 3.05514e-05 7.03303e-05 -8.74926e-06 5.53398e-05 0.000123459 2.87065e-05 0.000270755 -0.000208183 3.10807e-05 -0.000186533 0.000703133
internal_weight=0 0.0154696 0.0144687 0.0126662 0.0110114 0.00979538 0.0086963 0.00430132 0.00439499 0.0033813 0.00209044 0.00221087
internal_count=3121 2618 2541 2237 1802 1654 1509 630 879 697 501 129
is_linear=0
shrinkage=0.00177594


Tree=2874
num_leaves=10
num_cat=0
split_feature=457 1 42 49 42 484 1 0 4
split_gain=3.81109e-05 8.73663e-05 9.5004e-05 0.000139511 9.78277e-05 9.29302e-05 7.50213e-05 6.86967e-05 6.85302e-05
threshold=0.087995000000000004 0.12811000000000003 0.091545000000000015 -0.00064499999999999985 0.08623500000000002 0.073690000000000019 0.090405000000000013 0.024095000000000002 0.053925000000000008
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -5 -8
right_child=-2 -3 -4 4 -6 -7 8 -9 -10
leaf_value=-0.0042610865337198885 0.0024333460536004065 0.0030733960055440847 -0.0049935889497848517 -0.0063302519314191192 0.0052645942896129058 0.0042133410139839822 0.0039822919393228606 -0.00047761507828255885 -0.001932783132190782
leaf_weight=0.0018737467671018871 0.0015262850725153215 0.001732394708521527 0.0013587069799776428 0.0010587854121757298 0.001127617838653009 0.0010959938475042091 0.0010700907617379497 0.001126340351267463 0.0010619554578890078
leaf_count=414 164 243 598 835 359 157 213 64 74
internal_value=0 -0.000340867 -0.000946076 -0.000292518 0.000844363 -7.64166e-05 -0.00116545 -0.00331346 0.00103604
internal_weight=0 0.0115056 0.00977324 0.00841453 0.00654078 0.00541317 0.00431717 0.00218513 0.00213205
internal_count=3121 2957 2714 2116 1702 1343 1186 899 287
is_linear=0
shrinkage=0.0164962


Tree=2875
num_leaves=16
num_cat=0
split_feature=484 43 43 50 48 0 0 3 1 49 3 12 0 12 51
split_gain=0.000229725 0.000145678 0.000196651 0.000179336 0.000153923 0.000257057 0.000265267 0.000138473 0.000117857 0.000129656 0.000150078 0.000102727 0.000228109 7.68502e-05 5.21351e-05
threshold=-0.0068949999999999992 0.21122500000000002 0.093175000000000022 0.10030500000000002 0.11951500000000001 -0.10607499999999999 -0.077999999999999986 0.083060000000000009 0.091615000000000016 -0.039339999999999993 0.11924500000000002 0.082480000000000012 -0.053834999999999994 0.084100000000000022 0.082455000000000014
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 13 11 14 -10 -11 -8 -13 -7 -2
right_child=1 -3 -4 -5 -6 6 7 -9 9 10 -12 12 -14 -15 -16
leaf_value=-0.00079786460257845753 -0.00030980337778605444 -0.00061909646663549118 0.000805312558891442 0.00079456876881368193 -0.00072790028174900788 -0.00040171619199055652 0.00062520590917632189 -0.00053271375866584703 0.0010729554254715219 0.00078796727139009235 -0.00023075766506821193 0.00063594133143620888 -0.00053943815664112471 -0.0011297221822628479 0.00028877383139859237
leaf_weight=0.0012265730046545518 0.0010198370616097694 0.0010890987973048152 0.001267652495950085 0.0010144716385919886 0.0010282890762827188 0.001007474813998672 0.0013481572057947207 0.0011739104692596314 0.0011633364634096588 0.0010415393371411945 0.0010134191276760518 0.0010417862021664358 0.0013418638787539112 0.0010536883482108112 0.0010478692043719706
leaf_count=503 119 185 94 192 64 190 163 96 110 71 43 276 195 783 37
internal_value=0 4.72582e-05 9.38888e-05 3.0804e-05 -2.75356e-05 3.12406e-05 -0.000206536 3.18363e-05 0.000344627 0.000570194 0.000285575 0.000209426 -2.57327e-05 -0.000773881 -6.45728e-06
internal_weight=0 0.0166524 0.0155633 0.0142956 0.0132812 0.0122529 0.00696688 0.00490572 0.005286 0.00321829 0.00205496 0.00373181 0.00238365 0.00206116 0.00206771
internal_count=3121 2618 2433 2339 2147 2083 1703 730 380 224 114 634 471 973 156
is_linear=0
shrinkage=0.00188464


Tree=2876
num_leaves=13
num_cat=0
split_feature=484 15 11 457 48 0 15 16 0 12 13 42
split_gain=0.000150539 0.000114907 0.000100512 0.000110262 0.000151323 0.000193826 0.000120325 0.000191688 0.000208652 0.000167589 0.000146768 0.000125214
threshold=-0.0068949999999999992 -0.24436499999999997 0.079915000000000014 -0.0029299999999999994 0.016865000000000002 -0.20211999999999997 -0.016799999999999995 0.38525000000000004 -0.11013499999999998 0.090455000000000021 -0.0034749999999999994 0.084050000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 -6 9 8 -8 -5 11 -10
right_child=1 2 -4 4 5 -7 7 -9 10 -11 -12 -13
leaf_value=-0.00068787358595951093 0.00058288218355958014 -0.00055396861768615315 -0.00056300901154231046 -0.00076770828423800301 -0.00011439062529570482 0.00080642449911881087 0.00065621830137689607 0.0007350335672346945 0.00040819784744007461 0.00019782043436795306 -0.00075868410699926256 -0.00044443615267129519
leaf_weight=0.0010519991457007957 0.0012028278341151217 0.001008424798764289 0.0010466409662384111 0.0015335999200903057 0.0013334511815656924 0.0018817044909569475 0.0010463137888518967 0.0012692849559741148 0.0012339858530605267 0.0010231927113384261 0.0013692685938571877 0.0011232700399196492
leaf_count=503 232 147 155 260 40 344 87 32 350 225 276 470
internal_value=0 3.50582e-05 -1.24529e-05 3.24864e-05 8.2545e-05 0.000424526 -4.53226e-05 9.68573e-05 -7.28589e-05 -0.000381317 -0.000277565 1.90414e-06
internal_weight=0 0.015072 0.0138691 0.0128225 0.0118141 0.00321516 0.00859892 0.00604212 0.00477284 0.00255679 0.00372652 0.00235726
internal_count=3121 2618 2386 2231 2084 384 1700 1215 1183 485 1096 820
is_linear=0
shrinkage=0.00184769


Tree=2877
num_leaves=10
num_cat=0
split_feature=42 475 43 0 4 2 49 13 3
split_gain=3.6529e-05 9.14042e-05 8.59653e-05 0.000129015 7.94858e-05 0.000107069 7.07887e-05 8.71206e-05 2.85512e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 -0.061629999999999997 0.24564500000000003 0.089885000000000007 -0.047584999999999995 -0.07692499999999998 -0.028564999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 -2 3 -3 5 -4 -7 -8 -1
right_child=1 2 4 -5 -6 6 7 -9 -10
leaf_value=-0.0042802856579860988 -0.0044810189421275008 0.00048960176531800709 -0.0048376760655386153 0.0087237434801264464 0.0034558007630297529 0.0043684376517211815 0.0018481085079796789 -0.0047970764350612934 -3.5187140650530028e-05
leaf_weight=0.0010816797999108571 0.0011397013603730187 0.0015763374495187791 0.0017451557716779411 0.0010527685954707798 0.0016462622978925708 0.0011571712775652609 0.0015131855199586796 0.0011532160575890857 0.0010222283341223535
leaf_count=768 448 535 507 127 214 73 134 221 94
internal_value=0 0.000401955 0.000967282 0.00378679 -6.01314e-05 -0.00109953 0.000606631 -0.00102593 -0.00221771
internal_weight=0 0.0109838 0.0098441 0.00262911 0.00721499 0.00556873 0.00382357 0.0026664 0.00210391
internal_count=3121 2259 1811 662 1149 935 428 355 862
is_linear=0
shrinkage=0.0182132


Tree=2878
num_leaves=14
num_cat=0
split_feature=147 124 12 484 15 49 52 13 49 16 0 13 3
split_gain=0.000246012 0.000251857 0.000330342 0.000309675 0.000221342 0.00014105 0.000191898 0.000307868 0.000201628 0.000308524 0.000250733 0.000216095 0.000104726
threshold=0.089025000000000007 0.0049200000000000008 0.11650500000000001 -0.0068949999999999992 -0.10653 0.065470000000000014 0.10473500000000001 -0.095304999999999987 -0.080089999999999981 -0.094359999999999986 -0.10011499999999998 -0.0034749999999999994 0.099930000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 12 6 7 -6 -9 -10 -11 -12 -5
right_child=-2 -3 -4 4 5 -7 -8 8 9 10 11 -13 -14
leaf_value=-0.00096336317709018059 0.00080373606999895248 0.00077866169196382071 -0.0010766867571147319 0.00068592085303261874 0.00054433546200515046 0.00050351298881464682 -0.00077862700392662264 0.00029922671123021219 -0.0012417658144004257 0.00041192611632319301 -4.5265295054433645e-05 -0.00097685376182294194 4.6678843480876389e-07
leaf_weight=0.0010508596924217141 0.0010551058065257036 0.0010179350396097601 0.0010135964743323714 0.0018949710710076889 0.0019654174394846393 0.0010870368291440802 0.0013102178799908474 0.0016550753405448222 0.0010522131008024902 0.0014148855807112354 0.0016345353886785602 0.0014025376613850836 0.0010501721993734225
leaf_count=463 124 71 132 292 126 268 298 141 105 57 639 313 92
internal_value=0 -6.19021e-05 -0.00011366 -5.07574e-05 1.55325e-05 -9.33508e-05 -0.000155528 -6.60569e-05 -0.000233627 -0.000393853 -0.00019345 -0.000475478 0.000441503
internal_weight=0 0.0175495 0.0165315 0.0155179 0.0144671 0.0115219 0.0104349 0.00912466 0.00715925 0.00550417 0.00445196 0.00303707 0.00294514
internal_count=3121 2997 2926 2794 2331 1947 1679 1381 1255 1114 1009 952 384
is_linear=0
shrinkage=0.00174112


Tree=2879
num_leaves=10
num_cat=0
split_feature=4 0 4 15 49 150 15 15 3
split_gain=4.06289e-05 8.04297e-05 6.10601e-05 8.20702e-05 0.000198012 0.0001324 0.000169142 9.79471e-05 6.36078e-05
threshold=-0.49405499999999997 1.0000000180025095e-35 -0.084369999999999987 -0.016799999999999995 -0.0060549999999999988 0.081835000000000019 -0.10091499999999999 0.084050000000000014 0.099930000000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 8 -6 -4
right_child=1 -3 3 4 7 -7 -8 -9 -10
leaf_value=-0.0037129941050686667 -0.0048117428764777653 0.0045407235113215146 0.0021607650698792225 -0.0040594928398301408 0.01057286166152064 0.0034875473222994624 -0.0085144587506231981 0.0018979384649156499 -0.004059152757749946
leaf_weight=0.0011036625956591549 0.0010965022921925081 0.0015837486802313299 0.0017764323509513787 0.0011135347344243241 0.0011000040033877089 0.0017585899172694337 0.0015003098420356608 0.0010091090082961574 0.0010624630183379002
leaf_count=156 387 186 365 215 111 285 591 725 100
internal_value=0 0.000318723 -0.000323172 0.000204885 0.0028005 -0.00116688 -0.00305323 0.00642233 -0.000167053
internal_weight=0 0.0120007 0.0104169 0.00932044 0.00322265 0.0060978 0.00433921 0.00210911 0.0028389
internal_count=3121 2965 2779 2392 1051 1341 1056 836 465
is_linear=0
shrinkage=0.0201088


Tree=2880
num_leaves=12
num_cat=0
split_feature=484 48 4 403 12 13 150 48 15 4 43
split_gain=0.00027025 0.000116488 0.00024373 0.000142864 0.000124966 0.000112713 0.000129289 0.00012244 0.000106873 0.000203423 0.000124987
threshold=-0.0068949999999999992 0.12737000000000001 0.27834500000000006 -1.0000000180025095e-35 0.10388500000000002 -0.14819499999999997 0.08882000000000001 0.016865000000000002 -0.016799999999999995 -0.27825499999999997 -0.084004999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 7 8 -7 -10 -11
right_child=1 -3 -4 4 -6 6 -8 -9 9 10 -12
leaf_value=-0.00083291209441446832 -0.00063208398208793818 -0.00051757788228031149 0.00068929711132379985 -0.00036433370880321241 -0.00043118199406531925 -0.00018344361653865673 -0.00028490563639297663 0.00069491550969211344 -0.00032103483913882184 0.0009911714268342781 0.00025496616869878934
leaf_weight=0.0012305618687130674 0.0010741527897415769 0.0011194050993757918 0.0019332964422624508 0.0013622532249689375 0.0015167565291625698 0.0019874662751621164 0.0015615420523836807 0.0018415082575209893 0.0011619646794282326 0.0013158456652490004 0.0017807776168320146
leaf_count=503 682 77 304 91 170 300 156 222 121 115 380
internal_value=0 4.67979e-05 8.74636e-05 1.92471e-06 5.62842e-05 0.00012343 0.000192292 0.000284429 0.000163407 0.00032528 0.000567801
internal_weight=0 0.016655 0.0155356 0.0136023 0.0125281 0.0110114 0.0096491 0.00808756 0.00624605 0.00425859 0.00309662
internal_count=3121 2618 2541 2237 1555 1385 1294 1138 916 616 495
is_linear=0
shrinkage=0.00181146


Tree=2881
num_leaves=13
num_cat=0
split_feature=484 15 133 133 15 12 12 160 51 15 3 47
split_gain=0.000176248 0.000122479 0.0001084 0.000196903 0.000177866 0.00023142 0.000161585 0.000192659 0.000144825 0.000170376 0.00013337 8.2116e-05
threshold=-0.0068949999999999992 -0.24436499999999997 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 -0.040564999999999997 0.09334000000000002 0.086870000000000017 0.078435000000000019 -0.016799999999999995 -0.077644999999999978 0.092530000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 8 9 11 -6 -7
right_child=1 2 -4 -5 10 6 -8 -9 -10 -11 -12 -13
leaf_value=-0.00070335973876124171 0.00057010713219144175 -0.00067583075549203665 -0.00053390275138066455 0.00060949030062799198 -0.00013255550274579142 0.00033942352234172786 -0.00030284471670574226 -0.00031972186068502658 0.0010308639279645675 0.00074824013891007751 -0.00094130206876916374 -0.00035908612473933838
leaf_weight=0.0010967579838296751 0.0012339213472475083 0.0011352437644910366 0.0011582035248827787 0.0016356640787432439 0.0016518642542580906 0.0010259647332791187 0.0016879149811669745 0.0011954774416667799 0.0011368429919474329 0.0015784095953892381 0.0010531290573077765 0.001099852660049418
leaf_count=503 232 126 355 370 565 153 255 65 78 134 200 85
internal_value=0 3.31807e-05 -1.29607e-05 3.27469e-05 -4.88254e-05 7.28721e-05 0.000182907 0.000318731 0.000476394 0.000306224 -0.000447423 -2.19705e-05
internal_weight=0 0.0155925 0.0143586 0.0132004 0.0115647 0.00885971 0.00772446 0.00603655 0.00484107 0.00370423 0.00270499 0.00212582
internal_count=3121 2618 2386 2031 1661 896 770 515 450 372 765 238
is_linear=0
shrinkage=0.00177594


Tree=2882
num_leaves=15
num_cat=0
split_feature=484 1374 457 42 43 15 40 133 43 12 16 15 4 52
split_gain=0.000256922 0.000220549 0.000261237 0.000168894 0.000179206 0.000181317 0.000189249 0.000268922 0.00018584 0.00025084 0.000150154 0.000252568 9.73018e-05 0.000210932
threshold=-0.0068949999999999992 -0.094929999999999987 0.087995000000000004 -0.11051499999999999 0.18116500000000002 -0.24436499999999997 -0.026419999999999996 0.093255000000000018 -0.074359999999999996 0.088365000000000013 -0.16075999999999999 -0.022504999999999997 0.09173000000000002 0.083680000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 -7 8 12 10 -10 -12 13 -8
right_child=1 2 -4 4 -6 6 7 -9 9 -11 11 -13 -14 -15
leaf_value=-0.00080214151542065237 -0.00075248278469679459 -0.0006263637722863912 0.00095702107241221724 0.00078738992638799181 -0.0005937598661620425 0.00068944011042137402 -0.00034934419512076055 -0.00088035614094563364 -0.00047247376646793258 -0.0007833643558575106 0.00072581726125087935 -0.0001991587090198536 0.00088244871872379855 0.0007536705538122206
leaf_weight=0.0012245063636641155 0.0010424456335298383 0.0011380351152767568 0.0010272555297186304 0.0012474786171246125 0.001129875186639308 0.0013957880985561695 0.0010583304352025456 0.0010045733898318985 0.0011387328818448076 0.001311201824074488 0.0018666095137877402 0.0018576357847002335 0.0010299908518037887 0.001131355014856724
leaf_count=503 55 152 101 212 177 165 277 373 68 354 110 377 33 164
internal_value=0 3.95131e-05 9.00499e-05 3.18772e-05 8.47367e-05 0.000143519 7.54161e-05 -7.00471e-06 8.6391e-05 -9.3991e-05 9.18844e-05 0.000264444 0.000432299 0.000220556
internal_weight=0 0.0173793 0.0163369 0.0153096 0.0141716 0.0130417 0.0117942 0.0103984 0.00939386 0.00617418 0.00486298 0.00372425 0.00321968 0.00218969
internal_count=3121 2618 2563 2462 2310 2133 1921 1756 1383 909 555 487 474 441
is_linear=0
shrinkage=0.00177594


Tree=2883
num_leaves=10
num_cat=0
split_feature=1 15 16 16 4 4 1 4 16
split_gain=4.19362e-05 7.56392e-05 0.000110567 9.82026e-05 7.01002e-05 9.93589e-05 8.69165e-05 8.19009e-05 7.22399e-05
threshold=0.104035 -0.016799999999999995 -0.061854999999999993 -0.44310499999999992 -0.0016099999999999997 -0.059649999999999988 0.080585000000000004 0.053180000000000012 0.24134000000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 6 8 -6 -1
right_child=1 -3 -4 -5 7 -7 -8 -9 -10
leaf_value=-0.0016906950728778111 -0.0014181643175836223 0.0049204745268075787 -0.0038559806135057858 0.0063549395473548233 -0.0072793496639528077 0.0047659710350332393 -0.0053418936082996341 -0.00036611962835719926 0.0046986223260356407
leaf_weight=0.0016954271618861592 0.0011437382645468864 0.0014710647920061076 0.0016534254888653094 0.0011915866437806767 0.0011408066034780723 0.0013423534897757522 0.0012462722857001438 0.0013358102402162948 0.0010162422616026845
leaf_count=765 173 154 197 167 295 645 394 310 21
internal_value=0 0.00124788 -0.000106581 0.00254802 -0.000918712 0.000311049 -0.00119986 -0.00355057 0.000703806
internal_weight=0 0.00545982 0.00398875 0.00233532 0.00777691 0.0053003 0.00395794 0.00247662 0.00271167
internal_count=3121 691 537 340 2430 1825 1180 605 786
is_linear=0
shrinkage=0.018949


Tree=2884
num_leaves=10
num_cat=0
split_feature=457 16 52 52 160 50 4 2 4
split_gain=4.35106e-05 0.000111053 8.99806e-05 0.000123879 0.000107242 0.000102126 8.11646e-05 6.09976e-05 9.17313e-05
threshold=-0.0029299999999999994 -0.5048999999999999 -0.046924999999999988 -0.088204999999999992 -1.0000000180025095e-35 0.088280000000000011 0.024790000000000003 0.10097500000000002 -0.083854999999999985
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 6 -4 7 -3 8 -6
right_child=1 2 4 -5 5 -7 -8 -9 -10
leaf_value=-0.0039724230356457833 0.0057047702419737844 -0.0037751419451731599 -0.0065863745485462777 0.0061266745733665933 0.0044291231930106232 0.0049909806195399106 0.0031224643864044056 -0.0052824753566642702 -0.0030795953750973482
leaf_weight=0.001001967372846471 0.0013182611344879592 0.0015124156218145632 0.0014309447488461075 0.0016361388577603221 0.0010336476685950473 0.0010527408189627413 0.0011806323321061892 0.0013711858935319663 0.001628783997660475
leaf_count=252 202 482 598 251 267 249 123 173 524
internal_value=0 0.00030167 -0.000355012 0.00184815 -0.00181849 -0.000477137 -0.000751231 -0.00190427 -0.000164452
internal_weight=0 0.0121648 0.0108465 0.00432919 0.0065173 0.00508636 0.00269305 0.00403362 0.00266243
internal_count=3121 2869 2667 856 1811 1213 605 964 791
is_linear=0
shrinkage=0.0197145


Tree=2885
num_leaves=9
num_cat=0
split_feature=484 160 133 151 4 42 13 3
split_gain=4.34672e-05 7.59949e-05 0.000136228 0.000118126 0.000186001 0.000127399 8.65714e-05 8.36782e-05
threshold=0.084040000000000017 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 0.24564500000000003 0.083995000000000014 0.0076650000000000008 0.12178000000000001
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=-0.0047948648898481433 0.0033434443034593641 -0.0069212558487973339 -0.0039316886353643644 0.0035357869490287423 0.010342620527867611 0.0059746017846005412 -0.0061401899631574183 -0.0033637714327743175
leaf_weight=0.0015961076632633178 0.0015409509806493154 0.001083680382497538 0.0017175104592212116 0.001950407077846418 0.0011069512893968235 0.0016076373275269598 0.0011286970382605351 0.0013576655713166685
leaf_count=632 368 709 305 265 169 399 215 59
internal_value=0 -0.000472225 0.000221004 0.00109371 0.00230064 0.000827861 -0.00103703 0.00070414
internal_weight=0 0.0115487 0.00995255 0.00886887 0.00715136 0.00604441 0.00443677 0.00330807
internal_count=3121 2753 2121 1412 1107 938 539 324
is_linear=0
shrinkage=0.0213396


Tree=2886
num_leaves=15
num_cat=0
split_feature=124 12 484 1374 457 12 2 49 52 4 4 13 2 0
split_gain=0.00032255 0.00026307 0.00024568 0.000207819 0.000216725 0.000133664 0.000176392 0.000247048 0.000223555 0.000176923 0.000425392 0.000141288 0.000138882 0.000165453
threshold=0.08919500000000001 0.11650500000000001 -0.0068949999999999992 -0.094929999999999987 0.087995000000000004 0.10345000000000001 0.11548000000000001 0.005085000000000001 -0.088204999999999992 -1.0000000180025095e-35 -0.059649999999999988 -0.086354999999999987 0.098035000000000011 -0.077999999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 8 -8 -5 10 12 -11 13 -10
right_child=-2 -3 3 4 -6 -7 7 -9 9 11 -12 -13 -14 -15
leaf_value=-0.00078925724237687651 0.00099604261386576133 -0.00093384852285660451 -0.00072371379775469267 -0.00067765727755035848 0.00091967035754504818 0.00059790637422053221 0.0010686735756199528 -0.00011736881442690944 -0.00037833695664245888 0.00017073026017013331 0.0011151828660441615 -0.00064942115629450117 -0.00063489525007780711 0.00053887186088321618
leaf_weight=0.0012166289464738611 0.0010004304338449002 0.0010653378037742437 0.0010456564391088117 0.0018708427225839841 0.0010150105519308459 0.0013245642285673155 0.001090280247016422 0.0012224197384219674 0.0011485130333786886 0.0011157689182799413 0.0013034838562989391 0.0018030701391696649 0.0010797810300195235 0.0014730735856390577
leaf_count=474 60 142 54 397 97 181 150 83 598 121 279 228 45 212
internal_value=0 -6.10783e-05 -5.43222e-06 5.61218e-05 0.000112566 5.15751e-05 -8.195e-06 0.000441769 -0.000114441 1.85383e-05 0.000225251 -0.000335906 -8.81498e-05 0.000137044
internal_weight=0 0.0177744 0.0167091 0.0154925 0.0144468 0.0134318 0.0121072 0.0023127 0.00979453 0.00792369 0.00500485 0.00291884 0.00370137 0.00262159
internal_count=3121 3061 2919 2445 2391 2294 2113 233 1880 1483 1134 349 855 810
is_linear=0
shrinkage=0.00181146


Tree=2887
num_leaves=14
num_cat=0
split_feature=484 1374 457 1 42 151 2 47 13 52 133 0 39
split_gain=0.000146349 0.000150357 0.000182043 0.000182366 0.000154836 0.00018159 0.000200704 0.000151376 0.000120038 0.000200158 0.0001314 6.6334e-05 1.42445e-05
threshold=-0.0068949999999999992 -0.08070999999999999 0.080930000000000016 0.12811000000000003 0.091545000000000015 -0.0017399999999999998 0.11293500000000002 0.085270000000000026 -0.0034749999999999994 0.084240000000000023 0.061605000000000007 -0.074229999999999977 0.0046100000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 8 9 10 -7 -10 -5
right_child=1 2 -4 12 -6 6 -8 -9 11 -11 -12 -13 -14
leaf_value=-0.00064015314734609222 -0.00063046941333080018 -0.00064643001798601809 0.0006508671516252774 0.0006440622247713318 -0.00057723908821604873 -8.0522289564400682e-05 0.00071807294746860286 0.00045787078319325968 -0.00081121371629738054 -0.00059913250682710887 0.00080507093063332828 -0.00017570707912020002 0.00034642515873278048
leaf_weight=0.0011100410260747049 0.0010244680737532255 0.0011785205239858649 0.0015399568653747401 0.0010100973226694616 0.0017026493274280184 0.0010641301965658633 0.0013747878124145685 0.0015664025266439018 0.0010688314258839326 0.0010184858012415587 0.0010496686751256465 0.0010052345937340971 0.0010185120385818014
leaf_count=503 58 177 187 123 486 268 145 138 280 379 121 152 104
internal_value=0 2.72084e-05 7.33656e-05 5.25612e-06 -8.47581e-05 5.15361e-06 9.94035e-05 -2.6179e-05 -0.000171812 4.76213e-05 0.000359245 -0.000503204 0.000494626
internal_weight=0 0.0156217 0.0145973 0.0130573 0.0110287 0.00932606 0.00814754 0.00677275 0.00520635 0.00313228 0.0021138 0.00207407 0.00202861
internal_count=3121 2618 2560 2373 2146 1660 1483 1338 1200 768 389 432 227
is_linear=0
shrinkage=0.00177594


Tree=2888
num_leaves=9
num_cat=0
split_feature=11 3 1 15 16 133 16 15
split_gain=4.19493e-05 5.04874e-05 6.23307e-05 0.000108575 9.61031e-05 9.08174e-05 7.2591e-05 0.000142453
threshold=0.081790000000000015 -0.12018999999999998 0.094385000000000011 -0.0058549999999999991 -0.36241499999999999 0.083950000000000011 -0.056919999999999991 -0.016799999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -5 -6 -8
right_child=-2 2 4 5 6 -7 7 -9
leaf_value=0.0034353142189413139 -0.0037349925179730342 -0.0056614880906888636 -0.0037465809552648336 -0.0027034408983262919 0.0055422652923101225 0.0037532770777785672 -0.003330236755977452 0.0060307489721573796
leaf_weight=0.0016551301230836929 0.0010463054892056742 0.001735996922891031 0.0011441073120260501 0.001738107375693086 0.0017818731553244957 0.0015303005706452672 0.0015052015209695425 0.0010180371471937297
leaf_count=180 175 919 206 746 204 331 220 140
internal_value=0 0.000298818 -0.000197786 -0.00175516 0.00123247 0.000319658 0.00255567 0.000446588
internal_weight=0 0.0121088 0.0104536 0.0050044 0.00544922 0.00326841 0.00430511 0.00252324
internal_count=3121 2946 2766 1996 770 1077 564 360
is_linear=0
shrinkage=0.0193279


Tree=2889
num_leaves=12
num_cat=0
split_feature=484 48 4 12 39 3 150 48 43 2 0
split_gain=0.000171028 0.000119302 0.000197699 0.000133282 0.000103047 0.000264115 0.000171007 0.000151966 0.000102813 0.000187697 0.000130591
threshold=-0.0068949999999999992 0.12737000000000001 0.27834500000000006 0.10673000000000001 0.097050000000000011 0.10732000000000001 0.08882000000000001 0.083985000000000018 -0.074359999999999996 0.084245000000000014 -0.084144999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 8 9 -2 -10
right_child=1 -3 -4 -5 -6 -7 -8 -9 10 -11 -12
leaf_value=-0.00071294842961833584 0.00069436269675726388 -0.00057771256320623282 0.0006500556600762342 -0.00056076672422957006 -0.00045915067711287171 0.00083545412322571773 -0.00068301430192144565 0.00059701664013889894 4.0959193634001979e-05 -0.00026236176425444252 -0.00074097003244587691
leaf_weight=0.0011112503684883564 0.0013919117843128139 0.0010049121397656289 0.0018188891556984487 0.0013047970468119856 0.001156411729354768 0.0015106069601118497 0.0010990077295807768 0.0016267250180432586 0.0017853656949783103 0.0014084747679110779 0.0012326143421349154
leaf_count=503 177 77 304 194 58 89 157 249 408 330 575
internal_value=0 3.77139e-05 8.08571e-05 -1.86233e-06 6.31853e-05 0.00012326 -2.65652e-06 9.77745e-05 -4.18058e-05 0.000213171 -0.000278399
internal_weight=0 0.0153397 0.0143348 0.0125159 0.0112111 0.0100547 0.0085441 0.00744509 0.00581837 0.00280039 0.00301798
internal_count=3121 2618 2541 2237 2043 1985 1896 1739 1490 507 983
is_linear=0
shrinkage=0.00184769


Tree=2890
num_leaves=11
num_cat=0
split_feature=41 474 160 52 49 2 42 42 1 0
split_gain=3.97945e-05 6.29324e-05 0.000109274 0.000168157 8.99489e-05 0.000116586 0.000116754 8.64948e-05 7.34088e-05 0.000155504
threshold=1.0000000180025095e-35 0.084660000000000027 -1.0000000180025095e-35 0.10744000000000002 -0.081404999999999991 0.11215000000000001 0.086375000000000021 -0.0060199999999999993 0.094465000000000007 -0.084269999999999984
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=-0.0045646147014513404 -0.0035647669899413147 0.0048638820242331146 0.0040666876280639353 0.0077146356123745955 -0.0027741465997460132 -0.0069436739814096749 -0.0055825511243391976 -0.0042885702967691685 0.0072410608250851639 0.0063702620146963602
leaf_weight=0.0017465941187038677 0.0010863658172585175 0.0010310569104605817 0.0014711341401270114 0.0011237403920849676 0.0013335090564336417 0.001106433882005254 0.0011436875179923443 0.0010359096232916871 0.0010593083131838019 0.0010097078316153524
leaf_count=696 173 331 153 163 566 259 410 143 170 57
internal_value=0 0.000297452 -0.000129406 0.000705039 -0.000260312 -0.00121203 -7.5956e-05 0.00134297 0.0031112 0.000972583
internal_weight=0 0.0120611 0.01103 0.00928343 0.00815969 0.00668856 0.00558212 0.00443843 0.00310493 0.00204562
internal_count=3121 2948 2617 1921 1758 1605 1346 936 370 200
is_linear=0
shrinkage=0.0193279


Tree=2891
num_leaves=9
num_cat=0
split_feature=1 12 15 15 3 3 12 15
split_gain=3.97116e-05 9.13311e-05 7.0289e-05 9.8613e-05 0.000160004 0.000128109 7.08493e-05 0.000179237
threshold=0.12500000000000003 0.10866500000000003 -0.15914499999999995 -0.095869999999999983 0.092670000000000016 -0.016324999999999996 0.084100000000000022 0.088345000000000021
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=0.00501742729269717 0.0028438385996808709 -0.0065153665404440939 -0.005563601526682567 0.004763268975037001 0.0059965764570462229 -0.0073909292654799038 -0.0063708637512272766 0.0046312865299748505
leaf_weight=0.0012219676325335707 0.0019492233876445405 0.0010875857857477597 0.001536305847739226 0.0012664411907569273 0.0018678236261024661 0.001285897703234608 0.0015617994261875618 0.0012736074358141044
leaf_count=165 279 201 250 280 165 170 1078 533
internal_value=0 -0.000524697 0.000125939 -0.00055392 0.000506838 -0.00139634 0.000482912 -0.00142892
internal_weight=0 0.0111014 0.0100138 0.00879188 0.00725557 0.00538775 0.00410185 0.00283541
internal_count=3121 2842 2641 2476 2226 2061 1891 1611
is_linear=0
shrinkage=0.0217664


Tree=2892
num_leaves=14
num_cat=0
split_feature=484 48 42 47 0 2 2 2 4 48 2 4 15
split_gain=0.00015905 0.000146774 0.000185476 0.000171638 0.000239557 0.000217929 0.000198952 0.000253703 0.000141259 0.000218085 0.000161646 9.0378e-05 7.6765e-05
threshold=-0.0068949999999999992 0.12737000000000001 0.10256000000000001 0.10980000000000002 -0.23091999999999999 0.11293500000000002 0.10327000000000001 0.096540000000000015 -1.0000000180025095e-35 0.083985000000000018 0.084245000000000014 0.15285000000000001 -1.0000000180025095e-35
decision_type=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 -6 -10 -7
right_child=1 -3 -4 -5 5 12 -8 -9 11 -11 -12 -13 -14
leaf_value=-0.00067749157070939132 0.00088122020094591805 -0.00060993095978491198 -0.00064575891364519267 0.00073096302523795382 0.00011599213920954439 0.00084877865529314072 -0.00075856739925137613 0.00077252687384455959 -0.00076939124448946049 0.00065168605231496655 -0.00075068555827174552 -8.1220334974367172e-05 0.00016737813952819481
leaf_weight=0.0011226034325359053 0.0010749375522181017 0.0011050196317452131 0.0010907864214548925 0.00140231815922929 0.0017855771959112104 0.0010751811702760005 0.0014124973260752861 0.0011343174647863684 0.0015236070894353785 0.001351771072367676 0.00116815041311938 0.0010632183694475775 0.0010950871626148606
leaf_count=503 57 77 290 80 401 204 213 152 192 129 609 137 77
internal_value=0 2.74623e-05 7.38688e-05 0.000129592 6.31079e-05 -1.26427e-05 -0.00013165 -2.1327e-05 -0.000151977 4.90372e-05 -0.000226765 -0.000486544 0.000504953
internal_weight=0 0.0162825 0.0151774 0.0140867 0.0126843 0.0116094 0.00943914 0.00802664 0.00689232 0.0043055 0.00295373 0.00258683 0.00217027
internal_count=3121 2618 2541 2251 2171 2114 1833 1620 1468 1139 1010 329 281
is_linear=0
shrinkage=0.00181146


Tree=2893
num_leaves=13
num_cat=0
split_feature=484 133 133 15 42 12 51 157 12 3 151 1
split_gain=0.000217914 0.000146095 0.000168934 0.000210885 0.000199552 0.000124883 0.000146425 0.000135984 0.000181579 0.000290555 0.000195051 0.000188745
threshold=-0.0068949999999999992 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 0.08623500000000002 -0.040564999999999997 -0.090529999999999985 -1.0000000180025095e-35 0.09334000000000002 -0.10023499999999998 -0.0083949999999999979 0.10060500000000001
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 -9 -11 -12
right_child=1 -3 -4 4 -6 6 7 8 -10 10 11 -13
leaf_value=-0.00078828396786089535 -0.00040637706741382488 -0.00056357760262871082 0.00062443796684695085 -0.00078069429453531851 0.00022595220910892009 0.00067515343968883293 -0.0005085673520972393 0.0012182605957888448 -0.00033612122431738302 -0.00044624783568352047 -8.540468627602609e-05 0.00091338336711933974
leaf_weight=0.0011783284777841649 0.0012883591633234175 0.001291050957081743 0.0017478191023613766 0.0018988498305310486 0.0010407914556936071 0.001837810073849604 0.0010942790156055473 0.0010809915057132663 0.0016526462716476434 0.0013070966505550619 0.0012529648390556796 0.0013332614090950656
leaf_count=503 200 371 418 507 258 172 158 78 163 94 127 72
internal_value=0 3.36502e-05 8.32838e-05 1.46803e-05 -0.000424287 0.00013364 0.000206423 9.4856e-05 0.000194496 0.000370787 0.000135483 0.000429494
internal_weight=0 0.0168259 0.0155349 0.0137871 0.00293964 0.0108474 0.00955905 0.00772124 0.00662696 0.00497431 0.00389332 0.00258623
internal_count=3121 2618 2247 1829 765 1064 864 692 534 371 293 199
is_linear=0
shrinkage=0.00184769


Tree=2894
num_leaves=12
num_cat=0
split_feature=484 48 4 12 39 3 150 48 43 2 0
split_gain=0.000220817 0.000129996 0.000219394 0.000120853 0.000112664 0.000258389 0.000155816 0.00016732 0.000140137 0.00020843 0.000133839
threshold=-0.0068949999999999992 0.12737000000000001 0.27834500000000006 0.10673000000000001 0.097050000000000011 0.10732000000000001 0.08882000000000001 0.083985000000000018 -0.074359999999999996 0.084245000000000014 -0.084144999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 8 9 -2 -10
right_child=1 -3 -4 -5 -6 -7 -8 -9 10 -11 -12
leaf_value=-0.00078778729368113645 0.00070737514320525191 -0.00056128402970994306 0.0006623343679336627 -0.00051346946571441269 -0.00046377425485046633 0.00079890847466797287 -0.00062611569509925485 0.00058715804826360931 -1.5885863012107518e-06 -0.00025523164848550084 -0.00075882513761853536
leaf_weight=0.0011257277981856764 0.0015060280757456977 0.0010922061313529642 0.0018938342685344755 0.0013364594599446318 0.0012035749840964014 0.0015713668923977861 0.0011303283000971701 0.001749404955101775 0.0018617981089616383 0.0014475602392559469 0.0013011947481698194
leaf_count=503 177 77 304 194 58 89 157 249 408 330 575
internal_value=0 4.20822e-05 8.60111e-05 2.74249e-06 6.1351e-05 0.000121159 2.77754e-06 9.31484e-05 -4.81434e-05 0.000235599 -0.000313101
internal_weight=0 0.0160938 0.0150016 0.0131077 0.0117713 0.0105677 0.00899631 0.00786599 0.00611658 0.00295359 0.00316299
internal_count=3121 2618 2541 2237 2043 1985 1896 1739 1490 507 983
is_linear=0
shrinkage=0.00181146


Tree=2895
num_leaves=11
num_cat=0
split_feature=48 4 42 43 52 4 3 4 42 4
split_gain=4.00526e-05 0.000102824 7.77131e-05 9.40495e-05 9.9515e-05 9.72869e-05 7.93102e-05 7.13368e-05 7.82146e-05 8.9972e-05
threshold=0.12474000000000002 0.27834500000000006 0.091735000000000025 0.12450000000000001 -0.12005499999999998 0.055260000000000011 0.092670000000000016 -0.0029599999999999995 0.085465000000000013 -0.084369999999999987
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=-0.0060380483143642923 -0.0038038518585035235 0.0049316134039745314 -0.0049534527760404911 0.0056553160974996469 -0.0038531392743914104 -0.0046492248739706081 0.006473132479515354 -0.0039166813894883946 0.0064913186253058499 0.0040648223704388142
leaf_weight=0.0011423401469104061 0.0010453924897594188 0.0016702507398083334 0.0013449990637063253 0.0011296601399058753 0.0012516965197653103 0.0012706572863514926 0.0010577022773550215 0.00117076764583693 0.0010207635432531977 0.0010818644673058087
leaf_count=379 102 320 532 166 297 175 106 206 347 491
internal_value=0 0.000298171 -0.000440958 0.000224138 -0.000543189 0.0003727 0.0015157 0.000356944 0.00184858 -0.000182285
internal_weight=0 0.0121407 0.0104705 0.00912545 0.00799579 0.00685345 0.00558279 0.00452509 0.00335432 0.00233356
internal_count=3121 3019 2699 2167 2001 1622 1447 1341 1135 788
is_linear=0
shrinkage=0.0201088


Tree=2896
num_leaves=15
num_cat=0
split_feature=484 403 48 4 403 51 52 12 156 12 43 2 4 3
split_gain=0.000178108 0.000120075 0.000149607 0.00014248 0.000129909 9.0103e-05 9.64616e-05 0.000206186 0.000128615 0.000100932 0.000201866 0.000119811 0.000125733 7.35901e-05
threshold=-0.0068949999999999992 0.087260000000000018 0.12737000000000001 0.27834500000000006 -1.0000000180025095e-35 0.08955500000000001 0.11434500000000002 -0.029094999999999999 0.080810000000000007 0.10711000000000002 -0.15879999999999997 0.089885000000000007 0.04735000000000001 -0.055119999999999995
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 -6 9 10 -9 12 -12 -13
right_child=1 -3 -4 -5 5 -7 -8 8 -10 -11 11 13 -14 -15
leaf_value=-0.0006954866977021731 -0.00056414449700393316 -0.00056708844570351326 -0.0005738668981358718 0.00059502917252736258 -0.00043651978968948905 -0.00036237469211883273 -0.00036274735713166573 0.0012532923163982371 -0.00026226659358759264 -9.5721547855638758e-05 -0.00038194877240726647 0.00028809094841186588 0.00048315810568478251 0.00092392496281607807
leaf_weight=0.0011586096629332123 0.001008915520198936 0.0010027845381001778 0.0010662399802340407 0.0018731404617553802 0.0013021145252658092 0.0011633636258127295 0.0010018136342429635 0.0010298644537036833 0.0010010762862147707 0.0010023862880451165 0.0010762825887551918 0.0010654845702904037 0.0011301283776870008 0.0013593040141750556
leaf_count=503 682 255 73 284 150 203 174 20 269 65 230 132 36 45
internal_value=0 3.98867e-05 8.02488e-05 0.000130017 5.82723e-05 0.000114684 0.000170359 0.000229921 0.000343142 0.000434095 0.000527908 0.0003666 6.11608e-05 0.000644531
internal_weight=0 0.0160829 0.0150801 0.0140139 0.0121407 0.0111318 0.00996845 0.00896664 0.00766453 0.00666345 0.00566106 0.0046312 0.00220641 0.00242479
internal_count=3121 2618 2363 2290 2006 1324 1121 947 797 528 463 443 266 177
is_linear=0
shrinkage=0.00181146


Tree=2897
num_leaves=12
num_cat=0
split_feature=484 133 133 15 3 3 3 43 3 151 4
split_gain=0.000141871 0.0001308 0.000121118 0.00020381 0.000160804 0.000124276 0.000166303 0.000100075 0.000173891 0.000150747 0.000200119
threshold=-0.0068949999999999992 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 -0.077644999999999978 -0.13309499999999996 -0.077774999999999983 -0.074359999999999996 0.013900000000000001 -0.044604999999999992 0.0061450000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 -7 -8 -9 -10 -11
right_child=1 -3 -4 4 -6 6 7 8 9 10 -12
leaf_value=-0.0006057353218953057 0.00054060425353465082 -0.00052260721521295208 0.00051121207634833535 -6.6829324251472874e-05 -0.00091430449112811388 -0.0005572152040358439 0.00052063482974724397 -0.00059740195968094269 -0.00038492835409858925 -9.8820947669336659e-05 0.00072947118279534037
leaf_weight=0.0011037053191632522 0.0017632881246374939 0.001164660854479172 0.0016239987813288772 0.0016818793958816892 0.0010657773498420888 0.001161998791556631 0.0015641907243385701 0.0010397912863051731 0.0010608617853107606 0.0015634473548604665 0.0018623157234290977
leaf_count=503 183 371 418 565 200 268 125 196 66 109 117
internal_value=0 2.76044e-05 7.21436e-05 1.62777e-05 -0.000395553 0.000129255 4.13644e-05 0.000139459 3.15711e-05 0.000177338 0.000351456
internal_weight=0 0.0155522 0.0143875 0.0127636 0.00274766 0.0100159 0.00825261 0.00709061 0.00552642 0.00448662 0.00342576
internal_count=3121 2618 2247 1829 765 1064 881 613 488 292 226
is_linear=0
shrinkage=0.00170698


Tree=2898
num_leaves=14
num_cat=0
split_feature=484 1374 457 1 15 42 151 4 1 0 2 16 0
split_gain=0.000202815 0.000192615 0.000322881 0.000183215 0.00022514 0.0002012 0.000140526 0.000331639 0.000111018 0.000193512 8.52567e-05 9.01916e-05 5.34528e-05
threshold=-0.0068949999999999992 -0.094929999999999987 0.088045000000000012 0.12811000000000003 0.095175000000000023 0.092395000000000019 -0.0077149999999999988 0.15285000000000001 0.080585000000000004 -0.084144999999999984 0.10327000000000001 0.13751500000000003 -0.053834999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 8 10 -10 11 -8 -5
right_child=1 2 -4 12 -6 -7 7 -9 9 -11 -12 -13 -14
leaf_value=-0.00078660369692859717 -0.00077977839450753608 -0.00038450298470293947 0.0011270458642240536 0.00081764851582017978 -0.00093028277748144874 -0.00065953630612355853 8.8336359181952521e-05 0.00088559645301412751 0.00014407402967756401 -0.00087592802924233066 -0.00023092271034461326 0.00081648660137986491 0.00021405038871723231
leaf_weight=0.0012012788834126478 0.0010193977839878477 0.0018553765689089579 0.0010228525143200487 0.0011275682402722611 0.0010476526146809525 0.0014957946374638707 0.0014604743240207896 0.0019924103653716635 0.0015786667315249581 0.0012173463679282376 0.0011357610302291099 0.0011036375169139324 0.0010442955152882233
leaf_count=503 55 248 98 123 288 319 648 135 141 297 100 62 104
internal_value=0 3.05414e-05 8.19061e-05 1.0917e-05 -7.61293e-05 -5.46888e-07 9.47493e-05 0.000199505 -1.09327e-05 -0.000300021 0.000207533 0.000401745 0.000527421
internal_weight=0 0.0171012 0.0160818 0.015059 0.0128871 0.0118395 0.0103437 0.0084883 0.00649589 0.00279601 0.00369987 0.00256411 0.00217186
internal_count=3121 2618 2563 2465 2238 1950 1631 1383 1248 438 810 710 227
is_linear=0
shrinkage=0.00192234


Tree=2899
num_leaves=9
num_cat=0
split_feature=16 4 0 1 47 48 4 4
split_gain=4.1792e-05 0.000120942 0.000122646 9.12052e-05 7.84895e-05 6.9287e-05 0.000149705 5.56643e-05
threshold=0.38525000000000004 -0.27825499999999997 -0.060129999999999996 1.0000000180025095e-35 0.092530000000000015 0.086035000000000014 -0.0082299999999999995 0.098655000000000007
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=-0.0053770088477247636 0.0025457102448293296 -0.0054044863076670394 0.0056014655379355155 -0.0021144474482320736 -0.003749654656582134 -0.0020033150523438626 0.0085525199377155785 0.0027356518091435343
leaf_weight=0.0016184486173872305 0.0019986699498151057 0.0012379535727464501 0.0014093632843211771 0.0014963556977601253 0.0014351204919168916 0.0016561705247797043 0.0012272126410813877 0.0012310667835478059
leaf_count=155 311 1365 245 428 169 149 108 191
internal_value=0 -0.000486036 0.000330594 -0.000566157 0.000283927 0.00131563 0.00270558 0.00563953
internal_weight=0 0.0113117 0.00969324 0.00828388 0.00704593 0.00561081 0.00395464 0.00245828
internal_count=3121 2810 2655 2410 1045 876 727 299
is_linear=0
shrinkage=0.0193279


Tree=2900
num_leaves=14
num_cat=0
split_feature=484 133 133 15 42 12 51 12 3 52 0 1 151
split_gain=0.000221573 0.00014042 0.00014783 0.000223789 0.000219079 0.000147819 0.000141998 0.000144213 0.000301259 0.000133857 0.00013069 0.000180499 4.52915e-05
threshold=-0.0068949999999999992 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 0.08623500000000002 -0.040564999999999997 -0.23681499999999997 0.09334000000000002 -0.14186499999999996 0.060015000000000006 -0.11013499999999998 0.10920500000000001 -0.0083949999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 -7 8 -8 10 11 12 -10
right_child=1 -3 -4 4 -6 6 7 -9 9 -11 -12 -13 -14
leaf_value=-0.00073403330111461841 -0.00041489002410288202 -0.00052622239352553314 0.00057467744702216082 -0.00076751678395844589 0.000243766678512545 0.00081326660544538804 0.0011828541439090595 -0.00030855370638665532 0.00022990972898354189 0.00068101253547706909 -0.00049079385715849902 -0.00040090835682402996 0.00077240038898934238
leaf_weight=0.0012989469809949567 0.001348837747389183 0.0013182972368604327 0.0018209017816382374 0.0019709331993001998 0.0010926143221920634 0.0011827197158251973 0.0010008741181425926 0.0018202246860487192 0.0010177330371092808 0.0010705088098240598 0.0014032722378615305 0.0011460500396065498 0.0010023790951824178
leaf_count=503 200 371 418 507 258 57 80 251 45 98 227 56 50
internal_value=0 4.18664e-05 8.90357e-05 2.61233e-05 -0.000406843 0.000146787 0.000225347 0.000143165 0.00026698 0.000104447 -3.06282e-05 0.000173321 0.000499093
internal_weight=0 0.0171953 0.015877 0.0140561 0.00306355 0.0109926 0.00964376 0.00846104 0.00664082 0.00563994 0.00456943 0.00316616 0.00202011
internal_count=3121 2618 2247 1829 765 1064 864 807 556 476 378 151 95
is_linear=0
shrinkage=0.00181146


Tree=2901
num_leaves=9
num_cat=0
split_feature=14 15 133 160 42 43 43 150
split_gain=4.51151e-05 8.8079e-05 6.48763e-05 9.60325e-05 0.000103746 0.00012093 7.15394e-05 0.000128783
threshold=-0.10708499999999999 -0.10653 -0.083244999999999986 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 0.070450000000000013 0.083095000000000016
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=-0.0038010646558146498 0.004381497072022099 0.0042293140513076435 -0.0050836076252172673 -0.0047503725104059728 0.0053613859573152936 -0.0053922199104980955 0.0033683695454886182 0.0021707055204753952
leaf_weight=0.0010878124730978054 0.0017051801915473975 0.0010399654537450046 0.0016566789306518255 0.0013901527341820879 0.0017775650517642197 0.0018862542792889431 0.0012616723758550408 0.0015179937038767022
leaf_count=140 389 395 707 451 386 496 56 101
internal_value=0 0.000306318 -0.00035358 -0.000855782 3.83305e-05 0.00107147 -0.000562848 -0.00201982
internal_weight=0 0.0122355 0.0105303 0.00949032 0.00783364 0.00644349 0.00466592 0.00340425
internal_count=3121 2981 2592 2197 1490 1039 653 597
is_linear=0
shrinkage=0.0193279


Tree=2902
num_leaves=12
num_cat=0
split_feature=1 42 52 51 2 13 48 43 4 2 15
split_gain=4.56104e-05 9.52386e-05 8.64812e-05 8.52006e-05 0.00010226 0.000163479 0.000111429 0.00015836 8.2999e-05 4.30245e-05 4.14762e-05
threshold=0.12337000000000002 0.091735000000000025 0.11434500000000002 0.08955500000000001 0.088850000000000012 -0.033284999999999988 0.088965000000000002 0.0034250000000000005 0.098655000000000007 0.10252500000000002 -0.0063699999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 9 -2 -6 -7
right_child=8 -3 -4 -5 6 10 -8 -9 -10 -11 -12
leaf_value=-0.0080619479599287943 0.0069133196421611812 -0.0058901554734531979 -0.0054379650781207108 -0.0047938463586329558 0.0015031425319332887 -0.00060748061967685505 0.0098499377804386803 0.0080614891938410281 -0.0014841944198990566 -0.0045935443994167303 0.0053219098742833919
leaf_weight=0.0010636510585879215 0.0010994263290594883 0.0013506799463703671 0.0011148220819424933 0.0010586449303857885 0.0010211231784354657 0.0011511768850717425 0.0010514969934647123 0.0012012974805178586 0.0010458137741198696 0.001089535948564993 0.0010072919556919151
leaf_count=518 98 576 298 170 252 157 128 111 196 229 388
internal_value=0 -0.000579247 0.000155798 0.000877211 0.00166867 -0.00121464 0.00379779 0.00187633 0.0028195 -0.00164401 0.00215959
internal_weight=0 0.0111097 0.00975904 0.00864422 0.00758557 0.00322212 0.00436345 0.00331196 0.00214524 0.00211066 0.00215847
internal_count=3121 2827 2251 1953 1783 1063 720 592 294 481 545
is_linear=0
shrinkage=0.0213396


Tree=2903
num_leaves=15
num_cat=0
split_feature=133 1374 457 484 160 1 1 0 0 3 15 12 3 4
split_gain=0.000185551 0.000185442 0.000368859 0.000193066 0.000173742 0.00014593 0.000207239 0.000298872 0.000192528 0.000187801 0.000117766 0.000113767 0.000120781 0.00013017
threshold=0.10622000000000002 -0.094929999999999987 0.088350000000000026 -1.0000000180025095e-35 0.086075000000000013 0.13146500000000003 0.088485000000000022 -0.10151999999999999 -0.069954999999999976 -0.074939999999999993 -0.10203999999999998 0.095565000000000011 0.0051600000000000005 -0.15764999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 11 9 -9 -8 -11 12 13 -5
right_child=-2 2 -4 4 -6 -7 7 8 -10 10 -12 -13 -14 -15
leaf_value=-0.00066718547640273827 -0.00061326782329282001 -0.00067003569447150551 0.000936578135126895 0.00068808578134994705 -0.00057495708539830796 0.00056817641984701142 0.00064968284704781704 -0.0012080426339489301 -0.00019671179073922518 -0.00044757384585029415 0.00027485751379745623 -0.00020332098153595773 0.00087950541972973875 -4.5266598334360956e-05
leaf_weight=0.0010016163119397339 0.0013475043195441743 0.0011119185820965731 0.0012810528514666198 0.0010968299740907687 0.0011265761108648258 0.0016929685523742249 0.0012191016341334127 0.0010031091861798791 0.0011111537271911859 0.0015159003878679328 0.0010837479871059763 0.0010411390580368062 0.0011359927316575424 0.0017746189878612203
leaf_count=52 435 428 116 37 189 177 47 234 204 74 64 194 65 805
internal_value=0 3.16096e-05 7.48305e-05 8.05192e-07 5.48529e-05 0.000110833 4.03276e-05 -0.000171742 -0.000676536 0.000107739 -0.000146405 0.000289548 0.000417597 0.000234858
internal_weight=0 0.0171957 0.0161941 0.0149131 0.0138011 0.0126746 0.0109816 0.00593301 0.00211426 0.00381875 0.00259965 0.00504858 0.00400744 0.00287145
internal_count=3121 2686 2634 2518 2090 1901 1724 623 438 185 138 1101 907 842
is_linear=0
shrinkage=0.00167351


Tree=2904
num_leaves=10
num_cat=0
split_feature=124 1 42 457 151 2 47 52 13
split_gain=4.63284e-05 5.61073e-05 0.000130031 7.19968e-05 0.000129175 0.000151859 0.00013079 9.90354e-05 0.00016351
threshold=-0.043384999999999993 0.12811000000000003 0.091735000000000025 0.080930000000000016 -0.0017399999999999998 0.11293500000000002 0.085270000000000026 0.084960000000000022 -0.0034749999999999994
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=0.00390706683157983 -0.0072382643478173803 0.0029794142632453258 -0.006858842455573836 0.0035067986518332065 0.0027087245323676968 0.0067581072870378772 0.0042814601194099966 -0.0082832771418475826 -0.0065914151756202733
leaf_weight=0.0010696161098604712 0.0010822010720715645 0.0016741036742232004 0.0012559098375601934 0.001746429956510971 0.0017517187712190437 0.0011094577503355761 0.0012608127438883 0.0010256885760142661 0.0012655852956030165
leaf_count=259 254 195 550 184 514 146 168 536 315
internal_value=0 -0.000372358 -0.000906871 -9.80386e-05 -0.000937959 0.000125181 -0.0012623 -0.00299114 -0.00119215
internal_weight=0 0.0121719 0.0104978 0.00924189 0.00749546 0.00641326 0.00530381 0.00404299 0.0030173
internal_count=3121 2862 2667 2117 1933 1679 1533 1365 829
is_linear=0
shrinkage=0.0197145


Tree=2905
num_leaves=14
num_cat=0
split_feature=1374 457 484 43 15 12 12 39 13 51 160 43 15
split_gain=0.000221135 0.000321727 0.000179278 0.0001508 0.000170117 0.000142678 0.000265273 0.000168013 0.000298641 0.000166494 0.000211176 0.000142334 4.1507e-05
threshold=-0.094929999999999987 0.088350000000000026 -1.0000000180025095e-35 0.21122500000000002 0.091650000000000023 0.10097500000000002 0.092355000000000007 0.097050000000000011 -0.094514999999999988 0.082455000000000014 -0.081639999999999976 -0.04890499999999999 -0.10091499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 8 -4 10 -10 -12 -13
right_child=1 -3 3 -5 -6 -7 -8 -9 9 -11 11 12 -14
leaf_value=-0.00082180488662681351 -0.00073545216476242781 0.00095931948888978947 0.00096972205025005077 -0.0006195032812714833 -0.00053941620176912325 0.00059154599190793954 -0.00078490178875222744 -0.00052576041533176573 0.00059531065882615698 0.00064135077682891798 0.00011134950535276985 -0.0003241399828090333 -0.00082276436546628964
leaf_weight=0.0010455548189558473 0.0011028133196287196 0.0011552268011778269 0.001521080807725771 0.0011105112188741191 0.0013321415679993743 0.001949034667442469 0.001096875165208208 0.0010429526012740832 0.0011982107488044567 0.0013622958210820109 0.0017565606937840596 0.0010649009258692382 0.0011281755929553636
leaf_count=55 493 119 174 181 363 191 249 103 204 158 385 67 379
internal_value=0 3.6771e-05 -3.12606e-05 2.20667e-05 7.50298e-05 0.000142565 5.65283e-05 0.000158239 0.000247065 7.82179e-05 -7.08063e-05 -0.000272888 -0.000580645
internal_weight=0 0.0168208 0.0156656 0.0145627 0.0134522 0.0121201 0.0101711 0.00907418 0.00803122 0.00651014 0.00514785 0.00394964 0.00219308
internal_count=3121 3066 2947 2454 2273 1910 1719 1470 1367 1193 1035 831 446
is_linear=0
shrinkage=0.00181146


Tree=2906
num_leaves=10
num_cat=0
split_feature=1 0 52 151 4 133 16 0 3
split_gain=4.24237e-05 7.53429e-05 6.5091e-05 0.000105928 0.000125294 0.000106178 0.000109502 6.38474e-05 0.000119228
threshold=0.104035 -0.033209999999999996 -0.088204999999999992 -0.0071249999999999985 -0.0029599999999999995 1.0000000180025095e-35 -0.0048099999999999992 -0.10324499999999999 0.12178000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 7 -1 -4 5 6 -5 8 -2
right_child=1 -3 3 4 -6 -7 -8 -9 -10
leaf_value=-0.0050416355295307587 0.0053177130868512475 0.0062427784730655165 0.0046956237479922527 -0.0012106574059397156 -0.0065483937329544354 -0.0041962497428773707 0.0080184574797071695 -0.003529522971565334 -0.0028751974222168681
leaf_weight=0.0013813074233337821 0.0017481316522859267 0.0010672968908515797 0.0014714146761976637 0.0010990929621399938 0.0014868953233133017 0.0012402935575243153 0.0010648465252170972 0.0013584943248008685 0.0013051939092612042
leaf_count=511 131 169 258 631 424 487 119 276 115
internal_value=0 0.00135267 -0.00100575 -0.000129562 -0.00158114 0.00058845 0.00333087 0.000169666 0.00181552
internal_weight=0 0.00547912 0.00774385 0.00636254 0.00489113 0.00340423 0.00216394 0.00441182 0.00305333
internal_count=3121 691 2430 1919 1661 1237 750 522 246
is_linear=0
shrinkage=0.020511


Tree=2907
num_leaves=10
num_cat=0
split_feature=484 160 133 151 4 42 52 16 16
split_gain=3.80467e-05 5.75568e-05 0.000119938 8.99313e-05 0.00016835 0.000111426 8.52374e-05 8.33793e-05 5.79932e-05
threshold=0.084040000000000017 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 0.24564500000000003 0.083995000000000014 -0.080979999999999983 -0.079109999999999986 0.033715000000000009
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5 -8 -9
right_child=-2 2 3 4 -6 -7 7 8 -10
leaf_value=-0.0046232802050214022 0.0034506746455530476 -0.0072079562173850455 -0.0037309380761198076 -0.0064682470567399798 0.010742153691815862 0.006073354767681483 -0.0043048588293242412 0.0073663693947774575 -0.00045602559551314562
leaf_weight=0.0016112281562713363 0.0015397855459955189 0.0010883486134183546 0.0017378210690165707 0.0012317127302954043 0.0010959691476333131 0.0015876691383501715 0.0011462394832996072 0.0010901004019525946 0.0010168666818802796
leaf_count=632 368 709 305 214 169 399 163 132 30
internal_value=0 -0.000490881 0.000175294 0.00107752 0.0022432 0.000709322 -0.00118955 0.000809037 0.00359112
internal_weight=0 0.011606 0.00999473 0.00890638 0.00716856 0.00607259 0.00448492 0.00325321 0.00210697
internal_count=3121 2753 2121 1412 1107 938 539 325 162
is_linear=0
shrinkage=0.0235607


Tree=2908
num_leaves=13
num_cat=0
split_feature=484 133 133 15 42 0 0 1 2 3 47 16
split_gain=0.000155077 0.000114822 0.000147592 0.000274406 0.000168491 0.000118841 0.000208254 0.00020728 0.000161624 0.000131218 0.00018085 6.3665e-05
threshold=-0.0068949999999999992 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 0.08623500000000002 -0.13027499999999997 -0.074479999999999977 0.11061500000000002 0.10402500000000002 -0.13309499999999996 0.098400000000000015 -0.101115
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 7 11 8 -2 -8 -11 -7
right_child=1 -3 -4 4 -6 6 9 -9 -10 10 -12 -13
leaf_value=-0.00065104862731240275 0.00033196285233294526 -0.00050465845047524256 0.00056747816590793773 -0.00081965705194553956 9.8619326029215614e-05 -0.00014585963490128782 0.00073747812817627435 -0.00016505024075841621 0.0012173098700919375 -0.00038265079555874145 0.00053927752676858037 -0.00076387532498843787
leaf_weight=0.0011818717590735264 0.0019070068219271255 0.0012289057394883713 0.0017405099590472361 0.001836469856060694 0.0010197555742549672 0.0010372521673974455 0.0011553876692677965 0.0015898562502550187 0.0010486797537083703 0.001623945107744316 0.0012247939719833845 0.0011571613144343226
leaf_count=503 97 371 418 507 258 120 133 95 65 226 47 281
internal_value=0 2.81228e-05 7.08022e-05 7.23973e-06 -0.000491806 0.000139907 -2.32389e-05 0.000362381 0.000646085 0.000222564 1.37254e-05 -0.000471753
internal_weight=0 0.0165697 0.0153408 0.0136003 0.00285623 0.0107441 0.00619854 0.00454554 0.00295569 0.00400413 0.00284874 0.00219441
internal_count=3121 2618 2247 1829 765 1064 807 257 162 406 273 401
is_linear=0
shrinkage=0.00181146


Tree=2909
num_leaves=13
num_cat=0
split_feature=484 133 133 15 3 0 0 48 3 47 2 49
split_gain=0.000118982 0.000118087 0.000124097 0.000199998 0.000136042 0.000105245 0.0001981 0.00018235 9.96353e-05 0.000103109 8.3484e-05 7.87359e-05
threshold=-0.0068949999999999992 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 -0.077644999999999978 -0.13027499999999997 -0.074479999999999977 0.086260000000000017 -0.13309499999999996 0.098400000000000015 0.092365000000000017 -0.047584999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 7 -7 10 -8 -10 -2 -9
right_child=1 -3 -4 4 -6 6 8 11 9 -11 -12 -13
leaf_value=-0.00061596116773174694 0.0011290609188661621 -0.00055850751651354003 0.00056529582666560517 -0.00011111965873967731 -0.00098605330829102571 -0.00051561318089714497 0.00072019125609770296 0.00035511266417270141 -0.00029050259838809368 0.00046811879179657823 0.00037823409888089395 -0.00037042324986243975
leaf_weight=0.0010971678742918685 0.0010472026039029803 0.0011342602465522949 0.0016144123296471325 0.0016403252892823969 0.0010260695203823671 0.0019760354441970178 0.0010350897199404583 0.0010008202233233732 0.001510098348675935 0.0010998421134522651 0.0010568273369959205 0.0011323652337198453
leaf_count=503 48 371 418 565 200 401 133 54 226 47 95 60
internal_value=0 2.65751e-05 7.35114e-05 1.01211e-05 -0.000447808 0.000133978 -3.50891e-05 0.000358262 0.000225412 2.91843e-05 0.00075193 -3.00257e-05
internal_weight=0 0.0152733 0.0141391 0.0125247 0.00266639 0.00985828 0.00562107 0.00423722 0.00364503 0.00260994 0.00210403 0.00213319
internal_count=3121 2618 2247 1829 765 1064 807 257 406 273 143 114
is_linear=0
shrinkage=0.00188464


Tree=2910
num_leaves=13
num_cat=0
split_feature=484 133 52 457 16 42 457 133 3 16 49 3
split_gain=0.000169988 0.000131982 0.000116364 0.000139975 0.000196694 0.000176362 0.000130908 0.000142327 0.000119498 0.000147078 0.000109484 0.000142744
threshold=-0.0068949999999999992 0.10622000000000002 -0.40306999999999998 0.12052 0.23311500000000004 -0.086739999999999998 0.080930000000000016 0.083950000000000011 -0.11255999999999998 -0.25582999999999995 -0.0060549999999999988 -0.0087149999999999988
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 -12
right_child=1 -3 3 -5 -6 6 -8 -9 9 10 11 -13
leaf_value=-0.00068496051527481227 -0.00048726050157176003 -0.00054298395087730216 -0.00062250204794478436 -0.00051810520909825546 0.00073554752381345704 0.00041766170611408539 0.00078200708414845864 0.00073312681722127119 -0.00056211112414083846 -0.00044042104815638879 -0.00025977444660577357 0.00053583332239692187
leaf_weight=0.0011341176345395108 0.0010704092567821186 0.00117567375956783 0.0010260334783212888 0.0010033610138888713 0.0018210380106311328 0.0018178051814411742 0.0010173450979782369 0.0010149470864775929 0.0017053030017817813 0.0010416585079582345 0.0011853392706190459 0.0019694694581739907
leaf_count=503 268 371 293 47 96 122 132 258 161 108 643 119
internal_value=0 4.10072e-05 8.78004e-05 0.000133054 0.000184911 9.18754e-05 0.000167038 9.541e-05 1.15649e-05 -0.000113517 6.87765e-05 0.000236904
internal_weight=0 0.0158484 0.0146727 0.0136023 0.0125989 0.0107779 0.00975187 0.00873452 0.00771958 0.00590177 0.00419647 0.00315481
internal_count=3121 2618 2247 1979 1932 1836 1543 1411 1153 1031 870 762
is_linear=0
shrinkage=0.00181146


Tree=2911
num_leaves=13
num_cat=0
split_feature=484 15 11 133 160 0 0 47 47 13 15 1
split_gain=0.000153434 0.000111101 0.000121289 9.70738e-05 0.000147041 0.000151202 0.000163862 0.000197155 0.000169044 0.000209255 8.64252e-05 7.28893e-05
threshold=-0.0068949999999999992 -0.24436499999999997 0.079915000000000014 0.10622000000000002 0.092865000000000017 -0.0058249999999999994 -0.10096999999999999 0.092710000000000015 0.13082500000000002 -0.076599999999999988 1.0000000180025095e-35 0.094090000000000021
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 11 -3
right_child=1 2 -4 -5 -6 -7 8 -9 -10 -11 -12 -13
leaf_value=-0.00065875400941603013 0.00058345868125132946 0.00043411751247616429 -0.00059336147711602251 -0.00047284596608399411 -0.00049540593626707177 0.00062940895821445085 5.9128972204745034e-05 -0.00039419984280707936 0.00039986300212353478 -0.0009490866972202939 5.8896987563815914e-05 0.001065795328857358
leaf_weight=0.001131609721170111 0.0012105742792460515 0.0016474542596005655 0.0010849985426249478 0.0011122008800107568 0.0012756415448535669 0.0019790042372481486 0.001371717448238615 0.0011098835713552191 0.0010893435834924414 0.0014411656982664704 0.0011087502338299471 0.0010035102143982622
leaf_count=503 232 114 155 346 135 137 539 58 26 708 68 100
internal_value=0 4.61107e-05 3.7706e-07 4.94083e-05 9.77061e-05 0.000168082 6.40023e-05 0.000290067 -0.000218105 -0.000457425 0.000492066 0.000673236
internal_weight=0 0.0154342 0.0142237 0.0131387 0.0120265 0.0107508 0.00877183 0.0048696 0.00390223 0.00281288 0.00375971 0.00265096
internal_count=3121 2618 2386 2231 1885 1750 1613 340 1273 1247 282 214
is_linear=0
shrinkage=0.00184769


Tree=2912
num_leaves=11
num_cat=0
split_feature=124 48 0 52 47 42 16 1 1 133
split_gain=4.17292e-05 5.94141e-05 0.00013329 0.000178397 6.7903e-05 0.000100378 0.000108746 0.00016916 9.42746e-05 6.49839e-05
threshold=-0.043384999999999993 0.11951500000000001 -0.17169499999999996 -0.066844999999999988 0.11312500000000002 -1.0000000180025095e-35 -0.056919999999999991 0.080585000000000004 0.095025000000000012 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4 8 9 -7 -8
right_child=1 -3 4 -5 -6 6 7 -9 -10 -11
leaf_value=0.0039719710315553975 -0.0014707094791787901 -0.0051388734538046548 -0.0080208979442220451 0.010761807630947407 0.0039334749762345708 -0.00098638824653805857 0.0038504597609929454 -0.0085562134412493947 0.0068347739107055749 -0.0031591280840643516
leaf_weight=0.0010895391597002787 0.0010556986056715623 0.0010909977536602633 0.0010158096935409732 0.0011177225064475946 0.0010852126982206682 0.0016544733242369108 0.001237061306431119 0.0015740515078752348 0.0012188499174284615 0.0011736983570311897
leaf_count=259 49 97 765 104 80 583 180 414 191 399
internal_value=0 -0.000386415 7.93276e-05 0.00482009 -0.00107074 -0.00176044 -0.000833159 -0.00311496 0.00233131 0.000437784
internal_weight=0 0.0122236 0.0111326 0.00217342 0.00895916 0.00787394 0.00685813 0.00398481 0.00287332 0.00241076
internal_count=3121 2862 2765 153 2612 2532 1767 993 774 579
is_linear=0
shrinkage=0.0213396


Tree=2913
num_leaves=13
num_cat=0
split_feature=484 42 402 4 47 474 133 15 52 15 3 16
split_gain=0.000170703 9.34703e-05 0.000126425 0.000156602 9.43242e-05 0.000114584 0.000111753 0.000208818 0.000175256 0.000156913 4.32333e-05 4.04904e-05
threshold=-0.0068949999999999992 0.10256000000000001 0.073745000000000019 -0.46376499999999993 0.10980000000000002 0.084660000000000027 0.083950000000000011 1.0000000180025095e-35 -0.081429999999999989 -0.095869999999999983 0.086245000000000016 -0.14035499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 8 -5 11 -11 -10
right_child=1 -3 -4 4 -6 -7 -8 -9 9 10 -12 -13
leaf_value=-0.00070932109746212947 -0.00060964323922968423 -0.00047454726687173063 0.00071220202309309113 0.00063112089212754349 0.00050063416260066841 0.00056105236514318417 0.00037517532823910728 -0.00070124531757100332 -0.00024225691436781434 -5.9292245384444495e-05 0.00047366916665703048 -0.00075574439786171832
leaf_weight=0.0010908748420546807 0.0011596562307885751 0.0010879047336345435 0.0010257091463721649 0.0012893794780182129 0.0017291318297452717 0.0012376377735030435 0.0017849853423300014 0.0017277909805929218 0.0010259882639478725 0.0010223407141170364 0.0010567032307783331 0.0010720834966241833
leaf_count=503 146 311 300 151 108 201 489 528 96 146 58 84
internal_value=0 4.7327e-05 8.75034e-05 3.86118e-05 0.000101541 3.39974e-05 -3.86481e-05 -0.000141322 3.5652e-05 -0.000148156 0.000211593 -0.000504641
internal_weight=0 0.0152193 0.0141314 0.0131057 0.011946 0.0102169 0.00897927 0.00719429 0.0054665 0.00417712 0.00207904 0.00209807
internal_count=3121 2618 2307 2007 1861 1753 1552 1063 535 384 204 180
is_linear=0
shrinkage=0.00184769


Tree=2914
num_leaves=10
num_cat=0
split_feature=4 484 160 133 151 13 16 1 2
split_gain=4.00135e-05 7.13319e-05 9.3439e-05 0.000101674 0.000100572 0.00012705 0.000117897 9.84568e-05 7.0732e-05
threshold=-0.49405499999999997 0.084040000000000017 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 0.17001000000000002 -0.071854999999999988 0.099660000000000012 0.10222000000000002
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=-0.0037952092515200781 -0.0050512264427253518 0.0046677817398079876 -0.0055374884014023299 -0.003085288373559912 0.0034340559931258794 -0.0042310943977322919 0.0034363034126178144 0.011433258085334385 -0.0036761278202718738
leaf_weight=0.0011281391645688822 0.0015314198032977634 0.0014561649572365143 0.0010671154848418572 0.0017630435993879383 0.0015683075483135837 0.0010112889923459111 0.0015517075144315185 0.001180368303978607 0.0010105803671064343
leaf_count=156 604 349 701 294 303 94 289 176 155
internal_value=0 0.000323908 -0.000268145 0.00053218 0.00133327 0.00256544 0.00385961 0.00686917 0.000631122
internal_weight=0 0.01214 0.0106838 0.00915241 0.0080853 0.00632225 0.00531096 0.00274868 0.00256229
internal_count=3121 2965 2616 2012 1311 1017 923 479 444
is_linear=0
shrinkage=0.0209212


Tree=2915
num_leaves=10
num_cat=0
split_feature=11 159 3 16 1 4 16 3 3
split_gain=4.20773e-05 5.34029e-05 0.000101166 7.00166e-05 7.64423e-05 0.000127407 8.24442e-05 7.5532e-05 6.65774e-05
threshold=0.081790000000000015 0.091530000000000014 -0.12018999999999998 -0.29154999999999992 0.094385000000000011 -1.0000000180025095e-35 -0.078844999999999985 0.083060000000000009 0.083060000000000009
decision_type=2 2 2 2 2 2 2 2 2
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right_child=-2 -3 3 4 8 -7 7 -9 -10
leaf_value=0.005300189515600919 -0.003590898370895984 -0.0038145809785814794 -0.0037033595791865995 0.0044907406780019445 0.0049675514460882121 -0.0067140716144979632 -0.0050711406784804689 0.0020779302767593086 0.00010262257323280857
leaf_weight=0.001414516115220677 0.0010483876756964003 0.0010043349546185734 0.001503353690212479 0.0012571205331685974 0.0019537529107377417 0.0010381757763588428 0.0010376331846667177 0.0010031031538937363 0.0019297312215680318
leaf_count=137 175 352 245 608 326 316 769 56 137
internal_value=0 0.000288216 0.000658194 -1.71397e-05 0.000657072 -0.00103841 0.000748303 -0.00155709 0.00255013
internal_weight=0 0.0121417 0.0111374 0.00972287 0.00821952 0.00433603 0.00329786 0.00204074 0.00388348
internal_count=3121 2946 2594 2457 2212 1749 1433 825 463
is_linear=0
shrinkage=0.0185774


Tree=2916
num_leaves=10
num_cat=0
split_feature=41 474 160 52 4 4 1 49 47
split_gain=4.0669e-05 6.44712e-05 0.000101546 0.000135057 9.88452e-05 8.31969e-05 9.58317e-05 0.000134659 7.13407e-05
threshold=1.0000000180025095e-35 0.084660000000000027 -1.0000000180025095e-35 0.10744000000000002 -0.35136499999999998 -0.077679999999999985 0.094385000000000011 -0.048674999999999989 0.092530000000000015
decision_type=2 2 2 2 2 2 2 2 2
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right_child=-2 -3 3 -5 5 6 8 -9 -10
leaf_value=-0.0046717905469808012 -0.0038225933054310897 0.0051971859582084319 -0.005766730061189663 0.0074531775701191603 0.0053339878432021948 0.0014266077680771608 0.0042731481868480397 -0.0088910240083676356 -0.001603983483866674
leaf_weight=0.0017489161294070516 0.001085470371984921 0.0010426489405175538 0.0011501577258677996 0.0011030340914730099 0.0013320077819386055 0.0010503942673198464 0.0019910351773852835 0.001078645900891319 0.0015417728077749202
leaf_count=696 173 331 130 163 609 74 364 477 104
internal_value=0 0.000322702 -0.000139501 0.000717701 -0.000194559 0.000721799 -0.000363266 -0.00380066 0.00170828
internal_weight=0 0.0120386 0.010996 0.00924705 0.00814401 0.00699386 0.00566185 0.00212904 0.00353281
internal_count=3121 2948 2617 1921 1758 1628 1019 551 468
is_linear=0
shrinkage=0.020511


Tree=2917
num_leaves=11
num_cat=0
split_feature=12 50 47 4 3 13 2 0 4 0
split_gain=3.98658e-05 8.4802e-05 0.000128827 0.000115082 0.000132573 0.00011126 8.84464e-05 6.65688e-05 6.14023e-05 3.65169e-05
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decision_type=2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 5 -2 9 -1 -6 -7
right_child=1 -3 -4 -5 8 6 -8 -9 -10 -11
leaf_value=-0.0012018285736817068 -0.0073367981816866504 -0.0062002208156482184 -0.0076934298194836128 0.0070277950095967425 0.0010116294158361333 -3.5636361179944475e-07 -0.0054917373558531638 0.0072273625075575422 0.008698159166341049 0.0061965865308812743
leaf_weight=0.0010511412119737083 0.001648582720878589 0.0013155081539867322 0.0010312358928953455 0.0015089316779907241 0.0012820304741053556 0.0011014495986741424 0.0010148536768317738 0.0010294239461198251 0.0010488807362825092 0.0010136118121782077
leaf_count=291 958 519 113 197 115 78 283 130 33 404
internal_value=0 -0.000588553 0.000176475 0.00111816 -0.000136132 -0.00238319 0.000225959 0.00296877 0.00447047 0.00296944
internal_weight=0 0.0109651 0.00964958 0.00861834 0.00710941 0.0047785 0.00312992 0.00208057 0.00233091 0.00211506
internal_count=3121 2700 2181 2068 1871 1723 765 421 148 482
is_linear=0
shrinkage=0.0235607


Tree=2918
num_leaves=9
num_cat=0
split_feature=133 42 40 151 160 4 49 52
split_gain=3.97031e-05 6.29101e-05 0.000139632 6.59318e-05 0.00012504 8.29778e-05 0.000100464 0.000266303
threshold=-0.083244999999999986 -0.095859999999999987 -0.012109999999999998 -0.083274999999999988 -1.0000000180025095e-35 0.076415000000000025 -0.048674999999999989 0.024145000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 -6 -8
right_child=1 2 3 4 5 -7 7 -9
leaf_value=0.0034088295760796301 -0.0051910149074416018 0.0065005864927633562 -0.0053812098461293971 -0.00536807533814509 0.0042342821167746019 0.0047058030433781064 -0.007604528813588923 0.0039898437816315692
leaf_weight=0.0012826842884808469 0.0010465429921659762 0.0012564136954070363 0.0011499124370431156 0.0015587152278255557 0.0014096482785139761 0.0019025945065538358 0.0018183623778682363 0.0015385593920222151
leaf_count=504 203 264 254 624 98 197 574 403
internal_value=0 -0.000392741 7.9471e-05 -0.000780814 -0.000137872 0.00108453 -0.000360915 -0.00229054
internal_weight=0 0.0116807 0.0106342 0.00937779 0.00822788 0.00666916 0.00476657 0.00335692
internal_count=3121 2617 2414 2150 1896 1272 1075 977
is_linear=0
shrinkage=0.020511


Tree=2919
num_leaves=10
num_cat=0
split_feature=4 484 160 133 0 16 3 1 43
split_gain=3.76866e-05 7.09796e-05 5.9707e-05 9.02737e-05 8.33978e-05 0.000101073 0.000164904 7.15505e-05 6.85195e-05
threshold=-0.49405499999999997 0.084040000000000017 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.15931499999999996 -0.056919999999999991 -0.08824499999999999 0.10752500000000002 -0.074359999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 7 6 -6 -5 -7
right_child=1 -3 3 4 5 8 -8 -9 -10
leaf_value=-0.0040430150870948561 -0.0045324088655570522 0.0050873610750878841 -0.0058697934116281681 0.0016579997897052741 -0.00093505032803075934 0.0026012173622396383 0.010067042466377752 -0.0063274575451580002 -0.0047957854603937452
leaf_weight=0.001091410039829147 0.0014654459280838269 0.0014287275817676257 0.0010397248241509329 0.0011343220531610009 0.0011676026789436654 0.0015469333129715865 0.0017394451575292675 0.0011678579559182747 0.0010980762654173512
leaf_count=156 604 349 701 78 178 355 453 63 184
internal_value=0 0.000355585 -0.000297002 0.00040086 0.00123095 0.00273359 0.0056481 -0.00239289 -0.00046965
internal_weight=0 0.0117881 0.0103594 0.00889396 0.00785424 0.00555206 0.00290705 0.00230218 0.00264501
internal_count=3121 2965 2616 2012 1311 1170 631 141 539
is_linear=0
shrinkage=0.0226458


Tree=2920
num_leaves=9
num_cat=0
split_feature=133 12 3 457 48 0 160 15
split_gain=3.92926e-05 5.88496e-05 8.01736e-05 9.60267e-05 0.000107749 0.00012709 6.76485e-05 9.12998e-05
threshold=-0.083244999999999986 -0.010834999999999999 0.13524500000000003 0.088350000000000026 0.085845000000000019 -0.053834999999999994 -1.0000000180025095e-35 0.035560000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 -8
right_child=1 2 -4 -5 -6 -7 7 -9
leaf_value=0.0036129386465130376 0.0032519536370772474 -0.0038534426459171899 0.003716746470408031 0.0036624782990126578 -0.0081158831477248939 -0.0064968866557197722 0.0057558367080868256 -0.0021952541913514657
leaf_weight=0.0012742937142748894 0.0017577034762779444 0.0011322873682495138 0.0014153682011328892 0.0012562078696406465 0.001469144560272472 0.0016875809405943942 0.0016438390352207176 0.0011720508415661579
leaf_count=504 346 553 110 114 260 303 307 624
internal_value=0 -0.000414814 -0.00107406 -0.00188505 -0.0028659 -0.00149732 0.000639666 0.00244637
internal_weight=0 0.0115342 0.00977648 0.00836111 0.0071049 0.00563576 0.00394818 0.00281589
internal_count=3121 2617 2271 2161 2047 1787 1484 931
is_linear=0
shrinkage=0.0217664


Tree=2921
num_leaves=10
num_cat=0
split_feature=1 52 3 0 4 3 12 2 0
split_gain=3.45312e-05 0.000185203 0.000111263 0.000121929 0.000115153 9.17618e-05 5.97664e-05 5.103e-05 6.02703e-06
threshold=0.10781 0.11434500000000002 0.090900000000000009 -0.084269999999999984 0.04735000000000001 0.088060000000000013 0.088615000000000013 0.116525 -0.13843999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -2 -5 -7 -4
right_child=5 -3 8 6 -6 7 -8 -9 -10
leaf_value=-0.0085683261734752734 0.0045390733484029153 -0.008703901094173119 0.0031898994860912787 0.003889903486664471 0.00025852948118692203 -0.0038143074913643627 -0.0017427574534384671 0.0019172371591727232 0.0053427091479939758
leaf_weight=0.0012663738522171305 0.0019871781018801311 0.001003114884503031 0.001013307538384467 0.0016986845409325039 0.0010512911523999345 0.0013099756979227106 0.0012867614963505197 0.0011198795702861974 0.0010084376547153107
leaf_count=772 370 390 60 380 192 78 673 136 70
internal_value=0 -0.000759439 0.000328529 -0.00117171 -0.00456447 0.00139695 0.00146216 -0.00117273 0.00426371
internal_weight=0 0.00832797 0.00732486 0.00530311 0.00231767 0.00441703 0.00298545 0.00242986 0.00202175
internal_count=3121 2537 2147 2017 964 584 1053 214 130
is_linear=0
shrinkage=0.0197145


Tree=2922
num_leaves=14
num_cat=0
split_feature=147 11 12 48 2 159 50 150 52 15 48 0 4
split_gain=0.000190315 0.000243265 0.000165623 0.000166023 0.000349882 0.000217887 0.000227377 0.00018551 0.000189429 0.000199514 9.9497e-05 0.000147628 0.000164494
threshold=0.089025000000000007 0.087830000000000005 0.11650500000000001 0.12879500000000002 0.11510000000000002 0.091530000000000014 0.088425000000000017 0.088380000000000014 -0.061194999999999992 -0.016799999999999995 0.084170000000000009 -0.077999999999999986 0.053180000000000012
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 -1 11 12 -10
right_child=-2 -3 -4 -5 -6 -7 -8 -9 10 -11 -12 -13 -14
leaf_value=0.00018619496529576534 0.000675653984259504 -0.0008352600559033194 -0.00065082784092078568 -0.00057813890282100043 0.00078329214977565054 -0.00074817132171371866 -0.00061918241494961712 -0.00044432513703725895 -0.0007727996699497772 0.0010486414496344203 0.00052880172493044962 0.00030108698245259052 4.9188841582456424e-05
leaf_weight=0.0017092781519243054 0.0010670844992696485 0.0010449838866271868 0.001033264996324358 0.0011222806535467417 0.0017846192378676825 0.0010252340226443802 0.0012393349432587289 0.0013216697910339919 0.0011821396535106601 0.0013402462694159312 0.0010005343957399417 0.0019528375963566952 0.0016110247349290364
leaf_count=295 124 118 120 67 269 221 444 168 645 113 143 242 152
internal_value=0 -5.24833e-05 -2.36896e-06 4.14548e-05 9.0538e-05 -9.30634e-06 5.73931e-05 0.000140268 0.000228107 0.000565235 4.92028e-05 -5.19045e-05 -0.000298698
internal_weight=0 0.0173674 0.0163225 0.0152892 0.0141669 0.0123823 0.0113571 0.0101177 0.00879606 0.00304952 0.00574654 0.004746 0.00279316
internal_count=3121 2997 2879 2759 2692 2423 2202 1758 1590 408 1182 1039 797
is_linear=0
shrinkage=0.00167351


Tree=2923
num_leaves=10
num_cat=0
split_feature=47 4 1 42 43 151 15 52 13
split_gain=3.52923e-05 6.77043e-05 0.000125349 6.71416e-05 5.51293e-05 9.17806e-05 9.22105e-05 0.000117332 9.08764e-05
threshold=0.13148500000000005 0.24564500000000003 0.111945 -1.0000000180025095e-35 -0.084004999999999982 -0.0038099999999999996 -0.070929999999999979 0.08734500000000002 -0.095304999999999987
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 -6 -7 8 -8
right_child=-2 2 -4 4 5 6 7 -9 -10
leaf_value=-0.0049229026019612775 -0.0035833101006053363 -0.0010172871734074912 0.0084172656935906486 0.0035450933742941981 0.0035513098854274656 -0.0071213658526534636 0.0064824255312797936 -0.0063646920565777572 -0.0013199547721611054
leaf_weight=0.0012391301793790331 0.0010681554240127211 0.0012655604192491347 0.0011138940191764445 0.0016531043564239657 0.0016284913523161052 0.0011593620434013205 0.0010535724776147336 0.0010229392458824624 0.0015547990035487973
leaf_count=784 65 147 264 386 225 343 78 311 518
internal_value=0 0.000311575 0.00339931 -0.000477471 0.000204923 -0.000655259 -0.0020852 -0.000477308 0.00183158
internal_weight=0 0.0116909 0.00237945 0.0093114 0.00807227 0.00641916 0.00479067 0.00363131 0.00260837
internal_count=3121 3056 411 2645 1861 1475 1250 907 596
is_linear=0
shrinkage=0.020511


Tree=2924
num_leaves=9
num_cat=0
split_feature=15 4 0 47 3 2 16 2
split_gain=3.6917e-05 4.76765e-05 0.00010839 0.000102454 8.19685e-05 0.00011504 6.89554e-05 6.88552e-05
threshold=0.095175000000000023 -0.49405499999999997 -0.062294999999999996 0.092530000000000015 -0.078934999999999991 0.083215000000000011 0.22339500000000004 0.098035000000000011
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -4 -7
right_child=-2 2 6 -5 5 7 -8 -9
leaf_value=-0.003789586918993173 -0.003525346139557497 -0.0033442111770866979 0.0072358264066870268 -0.0051370234724592186 0.0080190598544451087 -0.0031285326823420299 0.00091355620220991683 0.0028143679215645715
leaf_weight=0.0010694803172008474 0.0011452581168270486 0.0015567546704094359 0.0014753355695241886 0.0016042546747405302 0.0010601354880461389 0.001435768963092172 0.0014284718297329635 0.0019129775498208015
leaf_count=145 387 1256 230 265 136 218 137 347
internal_value=0 0.00033556 0.000756783 -0.000535536 0.000701877 0.00213053 0.00412571 0.00026636
internal_weight=0 0.0115432 0.0104737 0.00756989 0.00596564 0.00440888 0.00290381 0.00334875
internal_count=3121 2734 2589 2222 1957 701 367 565
is_linear=0
shrinkage=0.020511


Tree=2925
num_leaves=10
num_cat=0
split_feature=1 0 159 52 49 3 4 47 16
split_gain=3.57343e-05 7.61994e-05 6.87855e-05 7.38147e-05 9.71876e-05 8.32612e-05 0.000107466 5.59323e-05 3.88566e-05
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decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 6 -6 -8 -3
right_child=2 8 -4 -5 5 -7 7 -9 -10
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leaf_count=1460 120 108 299 265 461 120 150 70 68
internal_value=0 -0.00167717 0.0006493 1.77027e-05 -0.00098624 -0.00207643 -0.000673813 0.00189322 0.000466686
internal_weight=0 0.00358209 0.00904647 0.00797055 0.00622689 0.00520675 0.00395488 0.00243533 0.00230225
internal_count=3121 1636 1485 1186 921 801 681 220 176
is_linear=0
shrinkage=0.0197145


Tree=2926
num_leaves=10
num_cat=0
split_feature=14 0 0 16 15 49 2 52 4
split_gain=3.80518e-05 5.80058e-05 0.000108398 0.00010806 0.000114109 7.63291e-05 7.53465e-05 0.000119388 6.50768e-05
threshold=-0.10708499999999999 -0.10607499999999999 -0.084269999999999984 -0.013324999999999998 -0.10653 -0.047584999999999995 0.10097500000000002 -0.10925999999999998 -0.084369999999999987
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 -6 7 -4 -9
right_child=1 2 6 -5 5 -7 -8 8 -10
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leaf_count=140 169 876 210 102 112 126 471 239 676
internal_value=0 0.000332576 -0.00089212 0.0021285 0.000457396 -0.00228608 0.000321952 0.00208813 0.00445467
internal_weight=0 0.0115433 0.0068631 0.00468017 0.00366689 0.00236179 0.00565696 0.00368513 0.00264175
internal_count=3121 2981 2472 509 407 238 1596 1125 915
is_linear=0
shrinkage=0.0209212


Tree=2927
num_leaves=15
num_cat=0
split_feature=484 42 1374 457 156 15 124 1 52 12 160 13 2 0
split_gain=0.000204166 0.000142906 0.000164054 0.000268845 0.000171007 0.000170897 0.000173983 0.000272716 0.000215023 0.000342349 0.000249369 0.00030374 0.000144625 0.000128
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4 8 9 10 -8 12 -12 -13
right_child=1 -3 3 -5 -6 -7 7 -9 -10 -11 11 13 -14 -15
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leaf_weight=0.0012429919019554979 0.0011112188042404778 0.0012070855488582289 0.0014500753552233259 0.0010316163678222934 0.0010597803165669833 0.0010018590075839126 0.0011256074470913126 0.0013393210572975574 0.0011647756640021448 0.0010098998120562433 0.0010292679547825919 0.0016246631024486335 0.0012563894843897749 0.001289344695563958
leaf_count=503 57 311 195 96 212 208 171 116 171 118 203 102 69 589
internal_value=0 3.79337e-05 8.47045e-05 0.000136516 6.7672e-05 0.000127871 0.000191502 0.000277832 0.00015812 0.00027293 0.000116558 -5.07881e-05 0.000443559 -0.000438539
internal_weight=0 0.0167009 0.0154938 0.0143826 0.013351 0.0122912 0.0112893 0.00983927 0.00849995 0.00733517 0.00632527 0.00519967 0.00228566 0.00291401
internal_count=3121 2618 2307 2250 2154 1942 1734 1539 1423 1252 1134 963 272 691
is_linear=0
shrinkage=0.00181146


Tree=2928
num_leaves=10
num_cat=0
split_feature=1 52 16 4 0 0 15 0 2
split_gain=3.22453e-05 6.60888e-05 8.3158e-05 0.000124612 0.000165572 0.000111867 0.000108526 0.00014127 8.58645e-05
threshold=0.13559000000000002 0.11434500000000002 0.38525000000000004 -0.27825499999999997 -0.077999999999999986 -0.10096999999999999 -0.11713499999999999 -0.13455999999999999 0.092755000000000018
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=-0.0070308665353712874 0.0034357275754708532 -0.0044645248720423282 0.005358047933128004 -0.0049567145717561642 0.0062864384979072693 -0.0067227173017365355 0.0026309162422632716 0.0077086556430646597 -0.0049220817081210202
leaf_weight=0.0010575112020931336 0.0010466420519068221 0.0014219663380379529 0.0011871222895869409 0.0012528175482278275 0.0016310577772000552 0.0011858784567661505 0.0014188451798869406 0.0012334511358991192 0.0011435667054527643
leaf_count=110 184 461 283 133 441 1167 101 104 137
internal_value=0 -0.000324241 0.000258073 -0.000420422 0.000468335 -0.00105377 0.0002778 0.00200544 -0.000739876
internal_weight=0 0.0115322 0.0101103 0.00892313 0.00786562 0.00623456 0.00504868 0.00379586 0.00256241
internal_count=3121 2937 2476 2193 2083 1642 475 342 238
is_linear=0
shrinkage=0.020511


Tree=2929
num_leaves=13
num_cat=0
split_feature=484 48 4 42 124 43 403 15 1 3 1 13
split_gain=0.000161432 0.000145375 0.000191724 0.000142932 0.000120703 0.000224807 0.000219064 0.00025301 0.000336757 0.000260263 0.000193865 6.81314e-05
threshold=-0.0068949999999999992 0.12737000000000001 0.27834500000000006 0.091735000000000025 -0.0066649999999999991 0.12450000000000001 0.03138500000000001 -1.0000000180025095e-35 0.083835000000000007 0.090900000000000009 0.094090000000000021 -0.077944999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 9 11 10 -6 -9
right_child=1 -3 -4 -5 5 -7 -8 8 -10 -11 -12 -13
leaf_value=-0.00073952556146566486 -0.0005003140818946012 -0.0006823781597114012 0.00068516311873906039 -0.00054379883125882161 -0.00073949180936217081 0.001014649510653237 0.00089906748260651164 -0.00035118835253842998 -0.0012469973132830674 0.00081738950378809367 0.00044083053442493797 0.00032910680289916259
leaf_weight=0.0010979051140526256 0.0012087343759034511 0.0010035474886187111 0.0018143917268661535 0.0016019950885517728 0.0011444662098378383 0.0010473093696644698 0.0010331739798772497 0.0010674717011517646 0.001283124208351652 0.0018371724023749092 0.0010046457268111375 0.0012048078597546533
leaf_count=503 148 77 304 435 420 145 187 171 279 89 71 292
internal_value=0 3.89359e-05 8.97437e-05 2.85132e-06 8.37061e-05 0.000157071 5.23283e-05 -6.36708e-05 -0.000443951 0.000275505 -0.000187726 9.51768e-06
internal_weight=0 0.0152508 0.0142473 0.0124329 0.0108309 0.00962217 0.00857486 0.00754169 0.0035554 0.00398628 0.00214911 0.00227228
internal_count=3121 2618 2541 2237 1802 1654 1509 1322 742 580 491 463
is_linear=0
shrinkage=0.00196078


Tree=2930
num_leaves=14
num_cat=0
split_feature=484 402 43 40 15 160 12 13 16 2 4 0 2
split_gain=0.000154607 0.000131689 0.00019195 0.000152906 0.000149159 0.000150142 0.00012511 9.97402e-05 0.000128222 0.000152253 0.000182966 0.000160838 8.87386e-05
threshold=-0.0068949999999999992 0.073745000000000019 0.16180500000000003 -0.074429999999999982 -0.24436499999999997 0.092865000000000017 0.092355000000000007 -0.084034999999999985 -0.13941499999999998 0.10981000000000002 -0.040589999999999994 -0.11437499999999999 0.080205000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 -6 -9 10 -10 -12 -8
right_child=1 -3 -4 4 5 -7 12 8 9 -11 11 -13 -14
leaf_value=-0.00070531195151280824 0.0006958322421535913 0.00068157756756097234 -0.00081553061018004242 0.00065348123963405351 0.00052582615632683859 -0.00072538746723501833 -5.9537730048009285e-05 -0.00062552830719240398 -0.00072038383933537779 0.00079585799631329811 0.00077671443392901768 -0.00017867596015108266 -0.00080030534327771795
leaf_weight=0.001099970246410383 0.0012391278376174446 0.0011001266499107961 0.0010124882999918644 0.001126993701458392 0.0017237899916433879 0.0011910046416971224 0.0013738371693175282 0.0010038785750870662 0.0010675733596490818 0.0010028723800488137 0.0011192300805760169 0.0015570165598911799 0.0010576623394199104
leaf_count=503 214 330 188 143 352 113 166 86 414 47 39 171 355
internal_value=0 4.04013e-05 -8.32768e-06 5.23783e-05 -1.28484e-05 -8.05206e-05 -2.98676e-06 0.000120233 -1.3481e-06 0.00013066 -4.75295e-05 0.000220877 -0.000381759
internal_weight=0 0.0155756 0.0144755 0.013463 0.0122239 0.0110969 0.00990586 0.00747436 0.00575057 0.00474669 0.00374382 0.00267625 0.0024315
internal_count=3121 2618 2288 2100 1886 1743 1630 1109 757 671 624 210 521
is_linear=0
shrinkage=0.00192234


Tree=2931
num_leaves=12
num_cat=0
split_feature=484 42 47 4 4 151 13 1 4 43 2
split_gain=0.000149655 0.000116887 0.000120834 0.000132723 0.000168071 8.15079e-05 0.000141425 0.000119338 0.000182512 9.92817e-05 7.2021e-05
threshold=-0.0068949999999999992 0.10256000000000001 0.10980000000000002 0.27834500000000006 0.055260000000000011 -0.024429999999999997 -0.0034749999999999994 0.079415000000000013 0.0045450000000000013 -0.083684999999999996 0.097845000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 9 -8 -9 -7 -11
right_child=1 -3 -4 -5 -6 6 7 8 -10 10 -12
leaf_value=-0.00067135303041453403 0.00041459735250022644 -0.00053880151387148366 0.00055579751036945559 0.0005325241697243647 -0.00056911357930196761 0.0006628117110781288 0.0001761654583936054 -0.0010583442861884507 1.7599591684055184e-05 -0.00031443821456938537 0.00034600140009848204
leaf_weight=0.001053725229174113 0.0017607047605947591 0.0010680454000723009 0.0017060551578329123 0.0015567495187898015 0.0017436281131522268 0.0011880234477834972 0.0011528906236836353 0.0011615399275388474 0.0010030073668829687 0.0011729242349516676 0.0010852952645796967
leaf_count=503 283 311 119 239 198 148 269 218 35 675 123
internal_value=0 4.96617e-05 9.61116e-05 2.9789e-05 -4.64314e-05 6.0481e-05 -3.17016e-05 -0.000304017 -0.000559774 0.000230436 2.96759e-06
internal_weight=0 0.0145989 0.0135308 0.0118248 0.010268 0.00852439 0.00676368 0.00331744 0.00216455 0.00344624 0.00225822
internal_count=3121 2618 2307 2188 1949 1751 1468 522 253 946 798
is_linear=0
shrinkage=0.00184769


Tree=2932
num_leaves=13
num_cat=0
split_feature=484 12 402 4 43 13 3 43 47 3 52 12
split_gain=0.000145623 0.000131963 0.000105651 0.000103239 0.000156398 0.000105727 0.000222471 0.000175301 0.000176317 0.000204857 0.000169294 0.00010331
threshold=-0.0068949999999999992 0.11650500000000001 0.073745000000000019 -0.059649999999999988 -0.083269999999999997 0.061215000000000012 -0.077774999999999983 -0.041049999999999996 0.078875000000000015 0.090900000000000009 -0.07167999999999998 0.082095000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -5 -8 9 -9 -11 -6
right_child=1 -3 -4 5 11 -7 7 8 -10 10 -12 -13
leaf_value=-0.00068736264897156459 0.00021259225169181466 -0.00059601994405168723 0.00066471959008586909 -0.00061984806069456731 -0.00016224839314317872 0.00061855765701812951 0.00092619185967519229 -0.00038235894202209977 -0.00051123581569667911 0.00011873756923085903 0.0011283193955341077 -0.00095254570513111231
leaf_weight=0.0010651581001233186 0.0017952916468548172 0.0010946023007062213 0.0010290961779979005 0.0013785727457510649 0.0012795286187097252 0.0014508855112915098 0.0010331827284510058 0.0010855268303462005 0.0013355191859300286 0.0012205197061159151 0.0011419078562290336 0.0010863170574770768
leaf_count=503 190 121 317 475 122 104 280 141 85 41 110 632
internal_value=0 3.39135e-05 8.37479e-05 3.70654e-05 -0.000206843 0.000154452 6.0867e-05 0.000222199 7.0144e-05 0.000295334 0.000606731 -0.000525126
internal_weight=0 0.014931 0.0138363 0.0128073 0.00416114 0.00864611 0.00719523 0.00581666 0.00478347 0.00344795 0.00236243 0.00236585
internal_count=3121 2618 2497 2180 944 1236 1132 657 377 292 151 754
is_linear=0
shrinkage=0.00188464


Tree=2933
num_leaves=9
num_cat=0
split_feature=124 133 160 151 16 2 16 15
split_gain=3.41901e-05 4.75012e-05 0.000126984 0.000126529 0.000107373 0.000184784 0.000136541 8.33238e-05
threshold=-0.043384999999999993 -0.032969999999999992 -1.0000000180025095e-35 -0.0083949999999999979 0.033715000000000009 0.088850000000000012 0.41553500000000004 -0.03241999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 -6 -7
right_child=1 2 3 4 6 7 -8 -9
leaf_value=0.0035387958573011662 0.0030678329178090431 -0.0054825742017732158 -0.0051740265873757635 -0.0011175380485409191 -0.0054673907359276304 0.01172616366856777 0.0039105224077432563 0.003650003757587244
leaf_weight=0.001044877572514427 0.0015045128715853286 0.0019909134616698477 0.0014625716130893477 0.0018611468165793867 0.0016132288791039597 0.0010808145749088395 0.0010975409071554702 0.0010690189087659702
leaf_count=259 605 784 232 515 214 153 158 201
internal_value=0 -0.000333867 -0.000836844 0.000293274 0.00148289 0.00361404 -0.00167045 0.00771024
internal_weight=0 0.0116797 0.0101752 0.00818432 0.00672175 0.00401098 0.00271077 0.00214983
internal_count=3121 2862 2257 1473 1241 869 372 354
is_linear=0
shrinkage=0.020511


Tree=2934
num_leaves=11
num_cat=0
split_feature=47 50 4 160 2 3 43 0 42 0
split_gain=3.40053e-05 6.86336e-05 7.96868e-05 6.15736e-05 5.69689e-05 0.000116372 6.93793e-05 7.59979e-05 5.38228e-05 5.01829e-05
threshold=0.13148500000000005 0.088425000000000017 0.24564500000000003 -0.027994999999999996 0.11411 0.10732000000000001 -0.074359999999999996 -0.10096999999999999 0.088200000000000014 -0.15202999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 8 -8 -5 -4
right_child=-2 -3 9 4 -6 -7 7 -9 -10 -11
leaf_value=0.0034088783985882125 -0.0033269686545777614 -0.0040303082953673987 0.001178927963216093 -0.001781691483760122 -0.0049235180482445802 0.0058368390419405143 -0.00075095196804625961 -0.0075095423335691872 0.0044692341382918249 0.0072256947001509784
leaf_weight=0.0015688453082213947 0.0010594927273918095 0.0012277520884713703 0.0010212890923037982 0.0010514249966783054 0.0010741938031422413 0.0010216659781221438 0.0015398493921711081 0.001042184972124283 0.001007801820797025 0.0010296276367860102
leaf_count=517 65 532 98 379 176 46 135 756 129 288
internal_value=0 0.000290572 0.000802789 -3.96592e-05 -0.000842706 -6.86214e-05 -0.00136857 -0.00347892 0.00127756 0.0042146
internal_weight=0 0.0115846 0.0103569 0.00830597 0.00673712 0.00566293 0.00464126 0.00258203 0.00205923 0.00205092
internal_count=3121 3056 2524 2138 1621 1445 1399 891 508 386
is_linear=0
shrinkage=0.0193279


Tree=2935
num_leaves=9
num_cat=0
split_feature=11 48 0 2 2 13 12 12
split_gain=3.5373e-05 7.0547e-05 0.000175218 7.84579e-05 0.0001066 7.96553e-05 0.000161091 8.52831e-05
threshold=0.081005000000000008 0.016865000000000002 -0.20211999999999997 0.11237500000000002 0.10136500000000002 -0.094514999999999988 0.051320000000000005 0.096990000000000007
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=0.0040404821654627318 -0.0037713527065429222 -0.0020692994166130354 0.0074393032453175245 0.003545684825445922 -0.007856856843003749 0.0026355616557380192 -0.0097159299517892289 -0.0013262678142809145
leaf_weight=0.0012944037012668878 0.0010453383051897422 0.0017095232138482075 0.0018242411868834027 0.0015410599374437979 0.0011021693154478407 0.0018388558548099016 0.0012131580158325434 0.0010120437757872454
leaf_count=159 182 82 497 340 181 213 1253 214
internal_value=0 0.000328147 0.00283934 -0.000780865 -0.00181288 -0.00056971 -0.00203806 -0.00590023
internal_weight=0 0.0115355 0.00353376 0.00800169 0.00646063 0.00535846 0.00406406 0.0022252
internal_count=3121 2939 579 2360 2020 1839 1680 1467
is_linear=0
shrinkage=0.0213396


Tree=2936
num_leaves=10
num_cat=0
split_feature=15 41 3 3 42 15 4 4 4
split_gain=3.44071e-05 4.42931e-05 9.92776e-05 9.83314e-05 9.79407e-05 6.97233e-05 8.70108e-05 5.44928e-05 3.87837e-05
threshold=0.095175000000000023 1.0000000180025095e-35 -0.10519499999999998 -0.078934999999999991 0.08623500000000002 -0.016799999999999995 0.033845000000000007 -0.059649999999999988 0.25615500000000008
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5 -7 -8
right_child=-2 -3 3 4 -6 7 8 -9 -10
leaf_value=0.0058333180623865947 -0.0037026469226812417 -0.0040577676897881176 -0.0061710429536919248 0.0013032568934853417 0.0064369860644212561 -0.00058444022321806196 -0.0083636477251081507 0.0060911415896499196 -0.0022558660979079478
leaf_weight=0.0016224745889273978 0.0011326376013417313 0.0010205684331284067 0.001158476683527406 0.0018502184434766892 0.0012558924068608477 0.0012584757494349431 0.001034371571407967 0.0011567920192234755 0.0010156202127584038
leaf_count=263 387 155 1240 262 373 113 85 73 170
internal_value=0 0.000355064 0.000790096 -0.000147205 0.000774487 -0.000351554 -0.0021873 0.00261283 -0.00533769
internal_weight=0 0.0113729 0.0103523 0.00872985 0.00757137 0.00631548 0.00390021 0.00241527 0.00204999
internal_count=3121 2734 2579 2316 1076 703 517 186 255
is_linear=0
shrinkage=0.0222017


Tree=2937
num_leaves=13
num_cat=0
split_feature=484 133 52 133 15 3 42 16 1 12 150 0
split_gain=0.00016405 0.000124884 0.000158653 0.000181653 0.000182641 0.000235448 0.000198419 0.00019059 0.000274129 0.000149397 0.000112345 0.00018583
threshold=-0.0068949999999999992 0.10622000000000002 -0.40306999999999998 0.083950000000000011 0.024640000000000006 -0.13309499999999996 0.081660000000000024 -0.27167499999999994 0.11323000000000001 0.088305000000000008 0.086615000000000011 -0.10151999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 7 -7 10 -6 11 -9
right_child=1 -3 3 -5 9 6 -8 8 -10 -11 -12 -13
leaf_value=-0.0006654306783619615 -0.0005822428946979022 -0.0005125391804406248 0.00077153950000394126 0.00069255981640469714 -0.0008924628353836466 -0.00046704810714764554 -0.00060502505094915172 0.0006439152991342032 0.00098758968696424686 1.218438500582149e-05 -0.00039085588699253786 -0.0003000456419874359
leaf_weight=0.0010978800722698931 0.0010293678478333805 0.0011735375061269438 0.0017046301574919704 0.001652953808026659 0.0010159256844699473 0.0012163328296746958 0.0012513906290520464 0.0016486350201438378 0.0013970459791242396 0.00132887365774052 0.0011655826661050028 0.0010943853837395209
leaf_count=503 268 371 122 351 361 144 221 92 97 360 43 188
internal_value=0 4.4697e-05 8.97802e-05 0.000141114 6.40158e-05 0.000173806 4.2728e-05 0.000167014 0.000312374 -0.00037977 7.10333e-05 0.000267302
internal_weight=0 0.0156787 0.0145051 0.0134758 0.0118228 0.009478 0.00777337 0.00652198 0.00530565 0.0023448 0.0039086 0.00274302
internal_count=3121 2618 2247 1979 1628 907 785 564 420 721 323 280
is_linear=0
shrinkage=0.00177594


Tree=2938
num_leaves=10
num_cat=0
split_feature=52 52 15 14 47 1 43 0 4
split_gain=3.52706e-05 8.9818e-05 6.72341e-05 5.83355e-05 6.25614e-05 0.000115311 8.23511e-05 9.00126e-05 8.20795e-05
threshold=-0.24456499999999998 -0.090859999999999982 0.091650000000000023 -1.0000000180025095e-35 0.092710000000000015 0.094090000000000021 -0.15582499999999996 -0.083914999999999976 -0.0016099999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5 8 -8
right_child=1 2 -4 4 -6 -7 7 -9 -10
leaf_value=-0.0028624500745462423 0.0056895445037767507 -0.0040367652303982555 -0.0049604519816554456 0.0048170735151888818 -0.0025749384959726017 0.0058621601769457106 0.0047803979739181246 -0.005150690291338844 -0.0027641152172986471
leaf_weight=0.0014336360579283109 0.0010672353615276279 0.0010187533834567835 0.001001192502465032 0.0010638652353256576 0.0015770194717802709 0.0018057362032996502 0.0011214965763175365 0.0013895368337392424 0.0010366240756603973
leaf_count=364 274 121 438 111 220 371 491 466 265
internal_value=0 0.000359296 -0.000208758 0.000319073 0.00087416 0.00172176 0.000100508 -0.00131389 0.00115649
internal_weight=0 0.0110815 0.0100142 0.00901303 0.00799428 0.00641726 0.00461152 0.00354766 0.00215812
internal_count=3121 2757 2483 2045 1924 1704 1333 1222 756
is_linear=0
shrinkage=0.0193279


Tree=2939
num_leaves=10
num_cat=0
split_feature=11 0 133 13 52 16 4 15 48
split_gain=3.26935e-05 6.23771e-05 9.63982e-05 8.8332e-05 8.33392e-05 0.000102085 7.39e-05 8.61356e-05 7.87284e-05
threshold=0.081005000000000008 -0.019414999999999998 1.0000000180025095e-35 -0.094514999999999988 -0.10925999999999998 -0.27167499999999994 -0.034939999999999992 -0.040439999999999997 0.086260000000000017
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 -6 -7 8 -8
right_child=-2 2 -4 4 5 6 7 -9 -10
leaf_value=0.0038138122959568079 -0.0037071309160074425 0.0066190477543929737 -0.0018328046721137496 -0.0072139319374462064 -0.0066991867813264196 -0.0036573325816664586 0.0034974464584634191 0.007766845932975555 -0.0043141881738604808
leaf_weight=0.0017490758826608924 0.00103842869993201 0.0016002700575507554 0.0010647434548254034 0.0010804286318103823 0.0010774668711600625 0.0013312936343334008 0.0014534609119815295 0.0010001622394326974 0.0010548843499118424
leaf_count=303 182 176 98 379 212 951 351 219 250
internal_value=0 0.000326917 0.00324231 -0.00056136 -0.00165494 -0.000639923 0.000709028 0.00236583 0.000212264
internal_weight=0 0.0114118 0.00266501 0.00874677 0.0069977 0.00591727 0.0048398 0.00350851 0.00250835
internal_count=3121 2939 274 2665 2362 1983 1771 820 601
is_linear=0
shrinkage=0.0217664


Tree=2940
num_leaves=13
num_cat=0
split_feature=41 3 457 13 1 52 2 0 4 4 1 4
split_gain=9.14822e-05 9.40931e-05 0.000137224 0.000124449 7.39729e-05 0.000115543 0.000146723 0.000185178 0.000172679 0.000193782 9.41763e-05 4.77258e-05
threshold=0.078475000000000017 -0.12018999999999998 -0.0029299999999999994 0.10002500000000002 0.13869000000000004 0.11434500000000002 0.11411 -0.22491999999999998 -0.083854999999999985 0.09173000000000002 0.088485000000000022 -0.39518999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 7 -4 11 10 -10 -9
right_child=-2 2 4 -5 -6 -7 -8 8 9 -11 -12 -13
leaf_value=0.0008661770762326712 -0.0005545449394784445 -0.00069411098283431367 0.00078024014944573256 -4.3527537028337231e-05 0.00050956651360986745 -0.00058466690969965118 -0.00054721195554743407 0.0001790787415610793 -0.00015475175684361017 0.00030320651107392199 -0.00087114782472743138 0.0007519452904324234
leaf_weight=0.0010223892556533989 0.0010314627840331417 0.0010345443003866575 0.0013468271149443857 0.0011184574181316576 0.0010110395452679359 0.0011600959885319654 0.001264022638905047 0.0010655290096446279 0.0012588344835919841 0.0016257707688316172 0.0013515372346816004 0.0010025533038185899
leaf_count=145 148 243 61 101 122 386 239 88 793 132 355 308
internal_value=0 2.66666e-05 -3.76692e-05 0.000390914 2.35888e-05 -2.51789e-05 4.76258e-05 0.000145898 1.03784e-05 -0.000207559 -0.000525671 0.00045679
internal_weight=0 0.0142616 0.0121208 0.00214085 0.0110862 0.0100752 0.00891507 0.00765105 0.00630422 0.00423614 0.00261037 0.00206808
internal_count=3121 2973 2727 246 2484 2362 1976 1737 1676 1280 1148 396
is_linear=0
shrinkage=0.00188464


Tree=2941
num_leaves=8
num_cat=0
split_feature=4 42 43 4 52 49 0
split_gain=3.52829e-05 6.1105e-05 7.59774e-05 0.000100948 0.000131154 4.32601e-05 0.000109533
threshold=0.27287000000000006 0.091735000000000025 0.12450000000000001 0.055260000000000011 -0.088204999999999992 -0.006494999999999999 -0.083914999999999976
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=-0.0044983518947796014 0.0025955098538027795 -0.0045880560363702333 0.0053376620190991536 -0.0050526727546180584 -0.00045370571711000288 0.0078182836250177169 0.00028671504502675294
leaf_weight=0.0015997053700022015 0.0018592672430472667 0.0013248875733248072 0.0010424720664973875 0.0016633399571278264 0.0016486975825500995 0.0014560274594565689 0.001837592936453895
leaf_count=479 352 562 166 214 269 550 529
internal_value=0 -0.000468391 0.000121811 -0.00054085 0.000606302 0.00225855 0.00361623
internal_weight=0 0.0105727 0.00924784 0.00820536 0.00654202 0.00494232 0.00329362
internal_count=3121 2769 2207 2041 1827 1348 1079
is_linear=0
shrinkage=0.020511


Tree=2942
num_leaves=14
num_cat=0
split_feature=484 42 15 15 12 160 156 15 43 2 13 2 1
split_gain=0.000191468 0.000151554 0.000138788 0.000147769 0.000155926 0.000128243 0.000140095 0.000125316 0.000232343 0.00022926 0.000167977 0.00015485 0.000120188
threshold=-0.0068949999999999992 0.10256000000000001 -0.10653 -0.095869999999999983 0.10408500000000002 0.092865000000000017 0.08426500000000002 -0.0040799999999999994 -0.079109999999999986 0.10327000000000001 -0.0034749999999999994 0.088850000000000012 0.111945
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 12 -4 5 6 7 8 -5 10 11 -9 -2
right_child=1 -3 3 4 -6 -7 -8 9 -10 -11 -12 -13 -14
leaf_value=-0.00079011966458185335 0.00016044306981077402 -0.00064585239876578974 -0.00068566262498017002 -8.5069777003012409e-05 -0.00064483650129842311 -0.00045383884124015661 -0.00040155671352482632 0.00022281937812581462 0.0010825194332112502 -0.00060049464892064294 -0.00018034140427239663 0.0012912119828867488 0.0010018881163281984
leaf_weight=0.0011515629921019779 0.0016662088904957327 0.0011541970242464833 0.0010957418071504939 0.0010320288970708871 0.0010573549205821807 0.0011933461874845961 0.0011573265265541711 0.001088989091193206 0.0017948151527642708 0.0012099668741024361 0.0012232169732998401 0.0010009860109715619 0.0010728536241646958
leaf_count=503 202 311 92 216 139 112 293 480 182 90 203 117 181
internal_value=0 3.81282e-05 9.22266e-05 3.06753e-07 7.01751e-05 0.00014811 0.000232547 0.000332392 0.000656254 0.000129988 0.000396758 0.000734522 0.000490026
internal_weight=0 0.015747 0.0145928 0.0118538 0.010758 0.00970068 0.00850733 0.00735 0.00282684 0.00452316 0.00331319 0.00208998 0.00273906
internal_count=3121 2618 2307 1924 1832 1693 1581 1288 398 890 800 597 383
is_linear=0
shrinkage=0.00196078


Tree=2943
num_leaves=15
num_cat=0
split_feature=124 12 484 1374 457 156 160 52 43 43 52 15 16 52
split_gain=0.000322141 0.000256404 0.00020357 0.000163986 0.000276066 0.000143861 0.000133924 0.000170864 0.000212944 0.000296024 0.000182577 0.000105669 0.000117968 0.000101535
threshold=0.086445000000000008 0.11650500000000001 -0.0068949999999999992 -0.094929999999999987 0.087995000000000004 0.091255000000000017 0.086075000000000013 -0.046924999999999988 -0.14968999999999996 -0.0037449999999999996 -0.11183499999999999 0.082685000000000022 -0.16075999999999999 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 7 10 -9 -10 -5 12 -11 -14
right_child=-2 -3 3 4 -6 -7 -8 8 9 11 -12 -13 13 -15
leaf_value=-0.00077497013052870095 0.0010237729903250273 -0.00097417183065681397 -0.00067977045113753283 6.4267051249244431e-05 0.0010543256722687572 -0.00064163993003026119 -0.00056265413598678704 0.00061208463436154847 -0.00079759920915473863 -0.00041374030713582698 0.0011200379997152734 0.00064550681741064482 -0.00015185947073567202 0.00067493483388156262
leaf_weight=0.0011454809033198564 0.0010149789287837293 0.0010438088932782979 0.0010179587866020476 0.0011404809678336597 0.001006453650239496 0.0010431641605173512 0.0010215486765977775 0.0017326519134731296 0.0017372091608854872 0.0016482299026683023 0.0011876241389473441 0.0010296854700554553 0.0010613016283918053 0.0010490561596015763
leaf_count=474 63 142 54 224 97 222 182 123 777 141 138 326 68 90
internal_value=0 -6.94652e-05 -9.77559e-06 4.99514e-05 0.000104341 2.87649e-05 8.90126e-05 0.000151897 2.47681e-05 -0.000131177 0.000602842 0.000110605 -3.59346e-05 0.000259139
internal_weight=0 0.0168647 0.0158208 0.0146754 0.0136574 0.012651 0.0116078 0.0105862 0.00825813 0.00652548 0.00232811 0.00478827 0.00375859 0.00211036
internal_count=3121 3058 2916 2442 2388 2291 2069 1887 1525 1402 362 625 299 158
is_linear=0
shrinkage=0.00188464


Tree=2944
num_leaves=11
num_cat=0
split_feature=484 133 133 15 0 0 48 3 3 47
split_gain=0.000131294 0.000111557 0.000120194 0.000183916 0.000125996 0.000230064 0.000139394 0.000125895 7.67347e-05 9.90353e-05
threshold=-0.0068949999999999992 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 -0.13027499999999997 -0.074479999999999977 0.086260000000000017 -0.078724999999999976 -0.12711499999999995 0.098400000000000015
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 -2 -5 -7 -10
right_child=1 -3 -4 7 5 8 -8 -9 9 -11
leaf_value=-0.00059427761278460316 0.00068562947794192941 -0.00047519391806131957 0.00053359968366924442 -4.9060546114864744e-05 -0.00051495202410262273 0.00058065526631108746 4.7151540907590572e-05 -0.00082217597000571461 -0.00028024345873275161 0.00043571712842672576
leaf_weight=0.0010148573718939966 0.0019891415821318677 0.0011257081575211528 0.0015357271637402624 0.0014105528811920701 0.0018846521481963694 0.0011761276429868872 0.0019962569322247159 0.0010864418599224987 0.0012448100348139389 0.0010277225693107184
leaf_count=503 143 371 418 552 401 141 114 213 219 46
internal_value=0 4.085e-05 8.43596e-05 2.59703e-05 0.000136211 -3.53691e-05 0.000365821 -0.000385443 0.000226717 4.35402e-05
internal_weight=0 0.0144771 0.0133514 0.0118157 0.00931871 0.00533331 0.0039854 0.00249699 0.00344866 0.00227253
internal_count=3121 2618 2247 1829 1064 807 257 765 406 265
is_linear=0
shrinkage=0.00170698


Tree=2945
num_leaves=14
num_cat=0
split_feature=484 1374 457 133 133 15 42 12 156 12 3 3 3
split_gain=0.000150953 0.000135149 0.000190171 0.00013365 0.000159531 0.000171023 0.000151854 0.000142113 0.000151222 0.000194005 0.00019113 0.000148445 0.000203286
threshold=-0.0068949999999999992 -0.08070999999999999 0.087855000000000003 0.10622000000000002 0.083950000000000011 0.024640000000000006 0.084535000000000013 -0.040564999999999997 0.08956500000000002 0.09334000000000002 -0.087319999999999995 0.0068900000000000012 0.10893000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 7 -7 -3 9 10 -9 -12 -13
right_child=1 2 -4 -5 -6 6 -8 8 -10 -11 11 12 -14
leaf_value=-0.00066246181413463572 -0.00058655063180741945 -0.00044710734552715108 0.00083282053136650468 -0.00055673145992369362 0.00067688673179264864 -0.00087370263653879017 7.8152267446565416e-05 0.0010823860052273607 -0.00044302260910971558 -0.00018052853949768305 -0.00029657321250342405 0.00098985407842587764 -6.855827273792414e-05
leaf_weight=0.0010881723948166179 0.0010695035732465287 0.0012448457012067711 0.0010253552732385702 0.0011875657995847775 0.0013114566080132074 0.0012103924258169618 0.0010079807968053807 0.0013501549438764355 0.0010037767023640979 0.0018904208925386908 0.0010323384029440469 0.0013530286787268864 0.0010635178319461369
leaf_count=503 58 192 104 365 373 442 285 115 171 219 166 54 74
internal_value=0 3.51413e-05 8.04317e-05 2.39368e-05 7.92453e-05 8.9917e-06 -0.0004412 0.000120726 0.000212608 0.000310987 0.000504604 0.000278416 0.000524049
internal_weight=0 0.0157503 0.0146808 0.0136555 0.0124679 0.0111565 0.00221837 0.00893808 0.00769324 0.00668946 0.00479904 0.00344888 0.00241655
internal_count=3121 2618 2560 2456 2091 1718 727 991 799 628 409 294 128
is_linear=0
shrinkage=0.00181146


Tree=2946
num_leaves=13
num_cat=0
split_feature=484 1374 457 1 42 151 2 403 16 1 1 12
split_gain=0.000152742 0.000113255 0.000196045 0.000156839 0.000158218 0.000143938 0.000202323 0.000129341 0.000148451 0.000150725 5.82403e-05 4.94285e-05
threshold=-0.0068949999999999992 -0.08070999999999999 0.080930000000000016 0.12811000000000003 0.091545000000000015 -0.0017399999999999998 0.11293500000000002 0.03138500000000001 -0.25582999999999995 0.083835000000000007 0.10089500000000001 0.085885000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 8 -7 11 -11 -10
right_child=1 2 -4 -5 -6 6 -8 -9 9 10 -12 -13
leaf_value=-0.00067610274654376738 -0.00054496003199438581 -0.00059137655255958892 0.00069869959141841077 0.00048106441126139355 -0.00060662435193338461 0.0004681921950424423 0.00074922153921332005 0.00054982308351898867 0.00031603990120955593 -0.00095843956457948012 -0.0003431391267503433 -0.00021233923758145207
leaf_weight=0.0010366242194658022 0.0010034451331257773 0.0011203238579645435 0.0015224304173322009 0.0019560205382356559 0.0015766353817845526 0.0010549437819813027 0.0013206668979076075 0.0010610052179096125 0.0010465432164709775 0.0010134093194104563 0.0010057630335427586 0.0013058736050906464
leaf_count=503 58 177 187 227 486 87 145 199 221 262 122 447
internal_value=0 4.28839e-05 8.50668e-05 1.00969e-05 -7.75954e-05 1.58227e-05 0.000102944 -2.86188e-05 -0.000141717 -0.000288899 -0.000651954 2.27261e-05
internal_weight=0 0.0149871 0.0139836 0.0124612 0.0105052 0.00892853 0.00780821 0.00648754 0.00542653 0.00437159 0.00201917 0.00235242
internal_count=3121 2618 2560 2373 2146 1660 1483 1338 1139 1052 384 668
is_linear=0
shrinkage=0.00181146


Tree=2947
num_leaves=10
num_cat=0
split_feature=1 0 2 3 43 52 4 0 4
split_gain=4.0256e-05 8.04578e-05 8.65565e-05 0.000139382 5.69927e-05 6.91404e-05 9.32407e-05 0.000102279 6.98107e-05
threshold=0.104035 -0.033209999999999996 1.0000000180025095e-35 0.12178000000000001 -0.17390999999999998 0.084960000000000022 -0.14723499999999998 -0.10096999999999999 0.0052350000000000009
decision_type=2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 -1 6 -6 8 -8
right_child=1 -3 3 -5 5 -7 7 -9 -10
leaf_value=0.0038926678144085738 -0.0054119730087168428 0.007923231944603806 0.0077056266411197815 -0.0031390739859231648 0.0060484948409232474 -0.0069754247994055453 -0.0038714693572902774 -0.0077535694198857235 0.0046300084963449969
leaf_weight=0.0011612035914597982 0.0012424542445748092 0.0010304503533130442 0.0015284267458522253 0.001437857006074128 0.0010093999907494181 0.0014272066672012017 0.0011348376102264801 0.001443643552815932 0.0012904338786890734
leaf_count=155 172 169 210 140 155 782 102 1096 140
internal_value=0 0.00166139 0.000128261 0.00244884 -0.00119758 -0.00213498 -0.000718857 -0.00248446 0.000651981
internal_weight=0 0.00523919 0.00420874 0.00296628 0.00746673 0.00630552 0.00487832 0.00386892 0.00242527
internal_count=3121 691 522 350 2430 2275 1493 1338 242
is_linear=0
shrinkage=0.0250028


Tree=2948
num_leaves=14
num_cat=0
split_feature=484 42 1 402 4 0 0 133 2 16 151 15 3
split_gain=0.000223747 0.00014338 0.000136498 0.00014649 0.000148889 0.000136648 0.000118682 0.000260234 0.000120146 0.000123033 0.00015525 0.000123439 7.30161e-05
threshold=-0.0068949999999999992 0.10256000000000001 0.13559000000000002 0.073745000000000019 -0.46376499999999993 -0.062294999999999996 -0.10607499999999999 0.083950000000000011 0.085155000000000022 -0.014754999999999999 -0.044604999999999992 -0.094549999999999981 -0.10023499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 8 -8 -6 10 -10 -12 -7
right_child=1 -3 -4 -5 5 12 7 -9 9 -11 11 -13 -14
leaf_value=-0.00081646560912391499 -0.00067328493359089677 -0.00060456857878503053 0.00071011426746939957 0.00073422023286765956 0.00069564436023492222 0.00067377497522294041 -0.00080996217446197417 0.00036346359141830302 -0.00080780382344052112 0.00051528721323788537 0.00047261124839197973 -0.00039732909621263874 3.4148422867057714e-05
leaf_weight=0.0011878372501895563 0.0011504330509052611 0.001153992541483617 0.0012375595850984697 0.0010471751382742063 0.0010165324036849333 0.0016881170381262403 0.0018885232719731372 0.0011082749397635832 0.0011061639648044519 0.00113985974991343 0.0012757881627983858 0.0011425238500412035 0.001082381575029448
leaf_count=503 144 311 136 277 62 90 731 426 77 75 82 77 130
internal_value=0 4.81949e-05 9.88075e-05 4.3367e-05 -1.40556e-05 5.21908e-05 -6.64792e-05 -0.000376006 9.6804e-05 -3.37056e-05 -0.000211257 6.16107e-05 0.000423885
internal_weight=0 0.0160373 0.0148833 0.0136458 0.0125986 0.0114482 0.00867767 0.0029968 0.00568087 0.00466434 0.00352448 0.00241831 0.0027705
internal_count=3121 2618 2307 2171 1894 1750 1530 1157 373 311 236 159 220
is_linear=0
shrinkage=0.00192234


Tree=2949
num_leaves=9
num_cat=0
split_feature=11 48 0 1 42 4 16 52
split_gain=3.86164e-05 6.01044e-05 0.000137438 8.04272e-05 0.000113309 0.000145844 9.87017e-05 6.50826e-05
threshold=0.081790000000000015 0.016865000000000002 -0.20211999999999997 0.12873500000000002 0.086325000000000013 -0.076779999999999987 -0.014034999999999997 0.024145000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 7 -7 -1
right_child=-2 2 -4 -5 -6 6 -8 -9
leaf_value=0.0084954878501789944 -0.0048232552174292485 -0.0020490571979356656 0.0079285156900444596 0.0055265230748895279 -0.0072492425661329369 -0.0081450955380192903 0.0015851121955629305 1.4760495039296127e-05
leaf_weight=0.0013245674279744536 0.0010025122929701322 0.0017279658948419208 0.0018692288704536099 0.0011178350926219485 0.0018519824876186159 0.0015497346503666326 0.0012054543777988967 0.0010591417701889781
leaf_count=256 175 82 498 172 903 415 303 317
internal_value=0 0.000391965 0.00313564 -0.000825187 -0.00184082 0.000108296 -0.00388792 0.00472729
internal_weight=0 0.0117059 0.00359719 0.00810872 0.00699088 0.0051389 0.00275519 0.00238371
internal_count=3121 2946 580 2366 2194 1291 718 573
is_linear=0
shrinkage=0.0255028


Tree=2950
num_leaves=14
num_cat=0
split_feature=1374 457 402 11 43 43 15 3 52 16 4 15 2
split_gain=0.000128675 0.000452108 0.00010439 0.00014089 0.000152412 0.000156323 0.000181963 0.00019978 0.000138729 0.000132977 0.000100731 6.4716e-05 6.34318e-05
threshold=-0.08070999999999999 0.088350000000000026 0.073745000000000019 0.078065000000000009 -0.052894999999999991 -0.080884999999999985 -0.016799999999999995 -0.08824499999999999 0.077655000000000016 0.033715000000000009 -1.0000000180025095e-35 -0.10203999999999998 0.10855000000000002
decision_type=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 -6 -12 -10
right_child=1 -3 -4 -5 8 -7 7 -9 12 -11 11 -13 -14
leaf_value=-0.00065997240836231075 -0.00053263224100965202 0.0012107257633704916 0.00053499273286492877 -0.00066707090983553858 0.00019007667867643549 0.0008710703884628585 -0.00016697352037801198 0.00092570713887453514 -0.00012655991598380507 -0.00098345061322397689 -0.00078246196750949724 -0.00016170140221070714 0.00054906157195178584
leaf_weight=0.001016751644556277 0.0012992516399546522 0.001140948780029699 0.0010574281109047142 0.0014102751306959557 0.0014348765095314681 0.0011085079477775091 0.0012929982604418556 0.0011850508218858354 0.0010160276142491004 0.0010583887174018865 0.0011556653452479276 0.0013404809376714377 0.0010383021555409227
leaf_count=58 437 119 378 190 286 438 144 203 392 150 122 120 84
internal_value=0 4.59103e-05 -4.63987e-05 -9.24847e-05 -2.45589e-05 0.000236333 5.00596e-05 0.000355567 -0.000205524 -0.000378633 -0.000215793 -0.000449101 0.000214914
internal_weight=0 0.0155382 0.0143973 0.0133398 0.0119295 0.00488581 0.0037773 0.00247805 0.00704374 0.00498941 0.00393102 0.00249615 0.00205433
internal_count=3121 3063 2944 2566 2376 1222 784 347 1154 678 528 242 476
is_linear=0
shrinkage=0.00192234


Tree=2951
num_leaves=14
num_cat=0
split_feature=484 1374 457 1 15 42 3 2 484 0 151 1 43
split_gain=0.000175309 0.000120423 0.000187957 0.000151612 0.000180366 0.00013275 0.000115699 0.000148114 0.000129042 8.19213e-05 0.00017292 0.000127993 1.14891e-05
threshold=-0.0068949999999999992 -0.08070999999999999 0.087855000000000003 0.12811000000000003 0.091650000000000023 0.092395000000000019 -0.083924999999999986 0.083995000000000014 0.085515000000000022 -0.084144999999999984 -0.0017399999999999998 0.094385000000000011 -0.041049999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 -3 9 10 -8 -12 -5
right_child=1 2 -4 12 -6 -7 8 -9 -10 -11 11 -13 -14
leaf_value=-0.00071356987210917475 -0.00056474420822739328 -0.00015504433776795208 0.00083130902268183158 0.00061155143360552486 -0.00076064290245640384 -0.00052372853159388848 -0.0006050417726049124 0.00067677890166530335 0.00053332851719985522 -0.00049373592951544446 -0.00016107236488303625 0.00071740676313077642 0.00033825463846562305
leaf_weight=0.0011108207131135988 0.0010376845709554319 0.0010979730787494017 0.0010012528889585181 0.0010143322834218909 0.0010987826614446373 0.0013273270710910138 0.0010631297100618976 0.0019497304664852176 0.0010117542391406761 0.0017369436527974267 0.0010689426660679098 0.0011087022506005989 0.0010047119452023243
leaf_count=503 58 205 104 97 386 277 94 523 114 265 290 75 130
internal_value=0 3.13655e-05 7.40741e-05 1.78387e-05 -6.27793e-05 1.1204e-05 8.97718e-05 0.000377104 -5.64355e-05 -0.000176309 -6.17893e-06 0.000286187 0.000475554
internal_weight=0 0.0155213 0.0144836 0.0134823 0.0114633 0.0103645 0.00903718 0.0030477 0.00598947 0.00497772 0.00324077 0.00217764 0.00201904
internal_count=3121 2618 2560 2456 2229 1843 1566 728 838 724 459 365 227
is_linear=0
shrinkage=0.00181146


Tree=2952
num_leaves=14
num_cat=0
split_feature=484 41 3 13 1374 51 2 1 133 0 3 15 1
split_gain=0.00016736 0.000121376 0.000136362 0.000134473 9.46988e-05 0.00013461 0.000131469 0.000151683 0.000206909 0.000167603 0.000153193 5.99336e-05 2.59183e-05
threshold=-0.0068949999999999992 0.078475000000000017 -0.12018999999999998 0.10002500000000002 -0.08070999999999999 0.080335000000000018 0.11389000000000002 0.13075500000000004 0.076280000000000014 -0.10607499999999999 -0.034684999999999994 0.035560000000000008 0.10797500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 6 7 8 9 12 -11 -10 -6
right_child=1 -3 4 -5 5 -7 -8 -9 11 10 -12 -13 -14
leaf_value=-0.00067478536336311663 0.00096882709824758293 -0.00052690201789893005 -0.00050345743753057364 7.4361493979249149e-05 0.00035615754173573419 0.00052144784789003333 -0.00049871264133299366 0.00069045261049003595 0.00014049806436023326 -0.00093960262208046374 -0.00010037671181967502 0.00072628425221949594 -4.6705370420689172e-05
leaf_weight=0.0010950747191209803 0.0010164306405666844 0.0010933029434275201 0.0010188687733417882 0.0011079444638774638 0.0010093841586047 0.0017061442090980554 0.0015218515939326273 0.0010779573722110667 0.0011374675077794891 0.0013701713943052776 0.0013739225685960284 0.0010681922296001531 0.0010053189203855784
leaf_count=503 121 133 58 88 107 299 277 70 291 773 99 268 34
internal_value=0 4.3589e-05 8.68619e-05 0.000502328 1.50426e-05 6.19161e-05 -2.00586e-05 7.05163e-05 -2.54373e-05 -0.000233837 -0.000519416 0.000424192 0.000155133
internal_weight=0 0.015507 0.0144137 0.00212438 0.0122893 0.0112704 0.00956427 0.00804241 0.00696446 0.0047588 0.00274409 0.00220566 0.0020147
internal_count=3121 2618 2485 209 2276 2218 1919 1642 1572 1013 872 559 141
is_linear=0
shrinkage=0.00177594


Tree=2953
num_leaves=10
num_cat=0
split_feature=1 52 151 4 2 13 3 12 4
split_gain=3.59904e-05 6.67109e-05 0.000101819 0.000136917 7.67225e-05 8.05301e-05 6.09337e-05 0.000121296 0.000112295
threshold=0.104035 -0.088204999999999992 -0.0071249999999999985 -0.0029599999999999995 0.10097500000000002 -0.077799999999999994 0.11296500000000002 0.091200000000000017 0.056795000000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 -2 -8
right_child=6 2 3 -5 -6 -7 8 -9 -10
leaf_value=-0.0054778905879602586 0.008073472519048136 0.0051247791170050275 0.007902401085113803 -0.0073595286158238205 -0.00392325978727059 -0.00059376542640173673 0.0039460410379945059 -0.00070547629020651205 -0.0061871144208097252
leaf_weight=0.0013486443344536787 0.0014488818507510789 0.0014478639955538041 0.0010030798083796345 0.0014244480252000504 0.0011010759879391328 0.0012171766107355732 0.0010078460387777932 0.0016698877822442504 0.001158969865512921
leaf_count=511 277 258 450 424 118 669 81 203 130
internal_value=0 -0.00100325 -2.89116e-05 -0.00160122 0.000868391 0.00324468 0.00138599 0.00337295 -0.0014739
internal_weight=0 0.00754229 0.00619364 0.00474578 0.00332133 0.00222026 0.00528559 0.00311877 0.00216682
internal_count=3121 2430 1919 1661 1237 1119 691 480 211
is_linear=0
shrinkage=0.0222017


Tree=2954
num_leaves=14
num_cat=0
split_feature=147 484 48 0 150 42 47 47 15 0 2 43 16
split_gain=0.000187531 0.000244923 0.000173522 0.00018042 0.000344396 0.000227561 0.000202369 0.000152157 0.000290879 0.000136561 0.000192781 0.00021338 2.09532e-05
threshold=0.089025000000000007 -0.0068949999999999992 0.12737000000000001 -0.23091999999999999 0.089910000000000018 0.10256000000000001 0.10980000000000002 0.087235000000000021 -0.090344999999999995 -0.084269999999999984 0.090050000000000005 0.07827000000000002 -0.013324999999999998
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 -5 -10 12 -12 -11
right_child=-2 2 -4 4 -6 -7 -8 -9 9 10 11 -13 -14
leaf_value=-0.00093401580678364896 0.00078018575253200283 0.00082409117333670935 -0.00075288065514767378 0.000820979634674322 -0.0010016933202773885 -0.00077130404840759542 0.0008512545829248879 -0.00047848001511308145 -0.00045349708233715855 0.00040092053434019327 -0.0006642282465201642 0.00038769525018423452 0.00078463883479118815
leaf_weight=0.001059538932163452 0.0010073033964373241 0.0010084699798085248 0.0010096711614607729 0.0018961099099170211 0.0011228363151889751 0.0010046735927538722 0.0013436435623126524 0.0015123576523417134 0.0018342599962869561 0.0010078244109897863 0.0014670672319645394 0.0012847290098168766 0.0010140226323682351
leaf_count=492 124 40 71 371 184 269 75 143 470 341 349 62 130
internal_value=0 -5.73529e-05 2.55156e-06 5.51687e-05 -2.32405e-06 8.84286e-05 0.000164463 7.23334e-05 0.00017029 -1.64223e-05 0.000151523 -0.000173118 0.000593368
internal_weight=0 0.0165652 0.0155057 0.014496 0.0134875 0.0123647 0.01136 0.0100164 0.00850401 0.0066079 0.00477364 0.0027518 0.00202185
internal_count=3121 2997 2505 2434 2394 2210 1941 1866 1723 1352 882 411 471
is_linear=0
shrinkage=0.00188464


Tree=2955
num_leaves=11
num_cat=0
split_feature=43 42 49 1 15 3 2 4 15 16
split_gain=4.66139e-05 8.63737e-05 7.72252e-05 0.000155286 8.22782e-05 0.000102693 0.000176958 8.1131e-05 0.000143085 0.000118714
threshold=-0.40263499999999991 -0.092814999999999981 -0.043469999999999995 0.10089500000000001 -0.24436499999999997 -0.078934999999999991 0.089885000000000007 -1.0000000180025095e-35 -0.055554999999999993 0.023255000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 6 -6 9 -9 -7
right_child=1 2 4 -5 5 7 -8 8 -10 -11
leaf_value=-0.0046964405525022034 0.0065730867148582348 -0.0012101289242401889 0.0045123844227793284 0.0094722258017909348 -0.01320999672186818 0.007190408429851124 0.00011592280693655694 -0.0084156273275388903 0.0028021909492847463 -0.0029785244531504709
leaf_weight=0.001006937958763182 0.0010518691538484197 0.0018150255358222412 0.0010446493268802537 0.0011338145580112105 0.0010235941567759217 0.0012709635282287545 0.001020548784881867 0.0013175474659428443 0.0010460735910494253 0.0010968113743181195
leaf_count=122 234 216 243 180 879 336 366 266 82 197
internal_value=0 0.000379246 -0.00022574 0.00289718 -0.00140333 -0.00231542 -0.00655696 -0.000482907 -0.00345093 0.00247991
internal_weight=0 0.0118209 0.010769 0.00294884 0.00782019 0.00677554 0.00204414 0.0047314 0.00236362 0.00236777
internal_count=3121 2999 2765 396 2369 2126 1245 881 348 533
is_linear=0
shrinkage=0.0226458


Tree=2956
num_leaves=12
num_cat=0
split_feature=484 15 133 3 1 16 1 457 151 2 1
split_gain=0.000120594 0.000111031 0.000274149 0.000157406 0.000114802 0.000208684 0.00016384 0.000134469 0.00015515 0.000198032 0.00019286
threshold=-0.0068949999999999992 1.0000000180025095e-35 0.083950000000000011 -0.077644999999999978 1.0000000180025095e-35 0.19444000000000003 0.086560000000000012 0.045365000000000009 -0.0017399999999999998 0.10444500000000002 0.12958500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 -2 -6 8 -8 10 -10
right_child=1 2 -4 -5 6 -7 7 -9 9 -11 -12
leaf_value=-0.0005667176602099349 -0.00064325148270313849 -0.00016046085748375728 0.00047778642641514713 -0.0010060779175410652 0.0008468848973840256 0.00027847761032020411 -0.00050697218554732193 0.00062593099757558249 -0.00045474628834643989 0.00062734706072746439 0.00049082966375812347
leaf_weight=0.0010651838514343223 0.0014425815642046171 0.001578346579619915 0.0012086241576017365 0.0011561134910583687 0.0011302786362537842 0.0015390644855344969 0.0013140466713990615 0.0013708185908897471 0.0018153630409883858 0.0017748815452183096 0.0010220280661467421
leaf_count=503 456 565 318 200 75 164 133 127 213 285 82
internal_value=0 3.9106e-05 -0.000212762 -0.000517983 0.000126154 -0.000167474 0.000230041 0.000134495 2.08213e-05 0.000171191 -0.00011415
internal_weight=0 0.0153521 0.00394308 0.00273446 0.0114091 0.00298165 0.00842742 0.00729714 0.00592632 0.00461227 0.00283739
internal_count=3121 2618 1083 765 1535 620 915 840 713 580 295
is_linear=0
shrinkage=0.00174112


Tree=2957
num_leaves=12
num_cat=0
split_feature=484 133 133 15 3 12 151 12 2 52 16
split_gain=0.000154065 0.000146954 0.000179088 0.000259604 0.000171734 0.00011848 0.000156186 0.000176315 0.000252128 0.000152451 5.48344e-05
threshold=-0.0068949999999999992 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 -0.077644999999999978 -0.040564999999999997 -0.044604999999999992 0.09334000000000002 0.086590000000000014 -0.0064899999999999992 -0.013324999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 -7 8 10 -10 -8
right_child=1 -3 -4 4 -6 6 7 -9 9 -11 -12
leaf_value=-0.00069471444614625517 -0.00039417874012301183 -0.00061190096552160968 0.00064959373753120241 -0.00011778054566244474 -0.0010782922168856566 -0.00028636996324472836 -0.00030779777746978349 -0.00016452347406570214 0.00043912460810297183 0.0012431770717867814 0.00030296628599162741
leaf_weight=0.0011225724908828635 0.0012925913639069394 0.0011821158696022028 0.0017239370250202437 0.0016036346944944459 0.0011249914505582744 0.0017707087271008233 0.001054681964528674 0.0018529530434642791 0.0017286588326578482 0.0016248403562611679 0.0010339766612998836
leaf_count=503 200 371 418 565 200 181 69 251 134 141 88
internal_value=0 2.75633e-05 7.86012e-05 3.38515e-06 -0.000513792 0.000139621 0.000215729 0.000337601 0.000508565 0.000828705 -5.44306e-06
internal_weight=0 0.0159931 0.014811 0.013087 0.00272863 0.0103584 0.00906582 0.00729511 0.00544216 0.0033535 0.00208866
internal_count=3121 2618 2247 1829 765 1064 864 683 432 275 157
is_linear=0
shrinkage=0.00188464


Tree=2958
num_leaves=10
num_cat=0
split_feature=47 50 4 0 156 42 43 0 48
split_gain=3.94288e-05 8.50131e-05 8.07268e-05 5.42374e-05 5.30753e-05 8.36912e-05 0.000141151 0.000110256 0.000145055
threshold=0.13148500000000005 0.088425000000000017 0.24564500000000003 -0.15202999999999997 0.08426500000000002 -1.0000000180025095e-35 -0.074359999999999996 -0.10096999999999999 0.086035000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 -7 8 -8
right_child=-2 -3 3 -5 -6 6 7 -9 -10
leaf_value=-0.0050716209405391559 -0.0039861860067100987 -0.0050018716503027541 0.0012713696477830007 0.0081078464473531616 -0.0043558592904159995 0.0066140883830229516 0.0066240158607959957 -0.0043829687786486717 -0.003423839679622071
leaf_weight=0.0010000084020544645 0.0010488850395250502 0.001220481123256391 0.0010609296974909126 0.0010529167074365331 0.0011006935842959578 0.0018083252065196845 0.0015392859458011649 0.0018859687794526088 0.0011379636117779812
leaf_count=593 65 532 98 288 379 448 86 556 76
internal_value=0 0.000331106 0.000945951 0.00467665 1.51318e-05 0.000667792 0.00156859 -0.000430857 0.00235318
internal_weight=0 0.0118066 0.0105861 0.00211385 0.00847225 0.00737155 0.00637154 0.00456322 0.00267725
internal_count=3121 3056 2524 386 2138 1759 1166 718 162
is_linear=0
shrinkage=0.0213396


Tree=2959
num_leaves=10
num_cat=0
split_feature=457 16 52 52 52 2 12 43 43
split_gain=4.00021e-05 9.22137e-05 6.95443e-05 0.000116842 0.000107954 0.000212183 0.00017404 9.6057e-05 5.42045e-05
threshold=-0.0029299999999999994 -0.5048999999999999 -0.046924999999999988 -0.088204999999999992 1.0000000180025095e-35 0.080205000000000012 0.091545000000000015 -0.074359999999999996 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 7 5 -4 8 -3 -6
right_child=1 2 4 -5 6 -7 -8 -9 -10
leaf_value=-0.0046224746483993964 0.0065104726706467038 0.0031610243555173782 -0.0002770378392307372 0.0071418850406059628 0.0012269188961653843 -0.01372175758452489 -0.0072422073151744435 -0.0060509729482240418 0.0085374004367463289
leaf_weight=0.0010051634378820786 0.00126192341735032 0.0014145086103263349 0.0017797445450398581 0.0015986226379308848 0.0012948836637341915 0.0010950369854506444 0.0010451944526089028 0.0012154657236372309 0.001069611847454844
leaf_count=252 202 294 338 251 499 375 394 311 205
internal_value=0 0.000372099 -0.000364713 0.0020181 -0.00196802 -0.00539828 0.000924104 -0.00109638 0.00453392
internal_weight=0 0.011775 0.0105131 0.0042286 0.00628447 0.00287478 0.00340969 0.00262997 0.0023645
internal_count=3121 2869 2667 856 1811 713 1098 605 704
is_linear=0
shrinkage=0.0240319


Tree=2960
num_leaves=13
num_cat=0
split_feature=484 1374 457 133 133 15 3 1 0 15 2 4
split_gain=0.00018387 0.000194082 0.000172171 0.000121215 0.00019829 0.000164204 0.000187355 0.000132553 0.00011758 0.000154912 0.000105485 7.44672e-05
threshold=-0.0068949999999999992 -0.08070999999999999 0.080930000000000016 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 -0.13309499999999996 0.13146500000000003 -0.10151999999999999 -0.11713499999999999 0.090675000000000019 -0.072334999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 8 9 -8 -7 -10
right_child=1 2 -4 -5 -6 10 7 -9 11 -11 -12 -13
leaf_value=-0.00073311806785785459 -0.00073034395262575188 0.00066866562850159824 0.00067747803345555768 -0.000539605390294743 0.00075224306927371989 -5.8882267591338366e-05 -0.00041497741518703446 0.00050596890989300478 -0.00014924694699551457 0.00041112012854145212 -0.00085154468963077705 -0.00085382442007722679
leaf_weight=0.0011173496123719267 0.0010353408253868058 0.0016916550436699993 0.0015607370702806394 0.0011688654678767519 0.0013443797093499179 0.001197884876495324 0.0013218759253256218 0.0013044309089601577 0.0010353663399724762 0.0018730792062673072 0.0010990038909383408 0.0010133240270816116
leaf_count=503 58 166 187 363 339 564 89 131 73 118 171 359
internal_value=0 4.27164e-05 9.74972e-05 2.81327e-05 8.39874e-05 -1.27614e-06 0.000120506 -2.11074e-05 -0.000152225 6.93318e-05 -0.000438151 -0.000497745
internal_weight=0 0.0156459 0.0146106 0.0130499 0.011881 0.0105366 0.00823973 0.00654808 0.00524365 0.00319496 0.00229689 0.00204869
internal_count=3121 2618 2560 2373 2010 1671 936 770 639 207 735 432
is_linear=0
shrinkage=0.00184769


Tree=2961
num_leaves=11
num_cat=0
split_feature=13 39 48 48 51 1 3 0 1 4
split_gain=4.07478e-05 6.00431e-05 6.57591e-05 0.000105563 0.000107449 0.000103203 8.08395e-05 0.000171539 6.62894e-05 5.10361e-05
threshold=-0.47860499999999995 0.0046100000000000004 0.11926500000000002 0.093265000000000015 0.087505000000000013 0.111945 -0.083924999999999986 -0.10096999999999999 0.091900000000000023 -0.10429499999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 9 8 -8 -2
right_child=1 -3 -4 -5 -6 -7 7 -9 -10 -11
leaf_value=0.0041534447131800498 -0.0020632359796460844 0.003516449139738761 -0.006547152255882851 0.006399749982609176 -0.0078825217128569054 0.0050981342659865442 0.0037109274192510568 -0.011590619438619136 -0.0044312440176178403 0.0047261949174254077
leaf_weight=0.0010963077865191453 0.0010784254916987577 0.0017028368578169669 0.0010151598826354255 0.0010179601846190761 0.00110946251790739 0.0014411866442658183 0.0010385924258065581 0.001042426490648448 0.0010128816858823164 0.0011991181052532639
leaf_count=85 139 340 78 186 281 173 120 914 66 739
internal_value=0 -0.000413115 -0.00108527 -0.000465058 -0.00134716 -0.000282853 -0.0017266 -0.0041102 -0.000309136 0.00151137
internal_weight=0 0.0116581 0.00995521 0.00894005 0.00792209 0.00681263 0.00537144 0.0030939 0.00205147 0.00227754
internal_count=3121 3036 2696 2618 2432 2151 1978 1100 186 878
is_linear=0
shrinkage=0.0226458


Tree=2962
num_leaves=13
num_cat=0
split_feature=484 402 41 3 0 43 52 15 0 47 0 1
split_gain=0.0001378 0.000106469 0.000152021 0.000150587 0.000103927 0.000133014 0.000227757 0.000151336 0.000117684 0.00015231 0.000141769 0.000107222
threshold=-0.0068949999999999992 0.073745000000000019 1.0000000180025095e-35 -0.12018999999999998 -0.10096999999999999 -0.074359999999999996 0.08709500000000002 -0.016799999999999995 -0.11756999999999999 0.078875000000000015 -0.23091999999999999 0.090965000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 8 7 -7 -6 9 10 -5 -12
right_child=1 -3 -4 4 5 6 -8 -9 -10 -11 11 -13
leaf_value=-0.00067225146947367815 0.00055083245832544651 0.00060667302526364747 -0.00071007060342043616 0.00076883999034328254 -0.00050494445694955958 -0.0011679675834736813 1.1129779227084192e-05 0.00037283293444686887 0.00065868321940206777 -0.00063401043175918619 -0.00049204202755124551 0.00027812407012697344
leaf_weight=0.0010486355476042519 0.0018038003012808218 0.001072211795501119 0.001020133531490496 0.0010442014101954555 0.0011291091636600197 0.0011376704314635154 0.0011910672813841474 0.0018256519939402779 0.001214114872915042 0.0010451313703758736 0.0011246356900055932 0.0014963099480322928
leaf_count=503 179 330 122 46 416 527 371 283 86 56 57 145
internal_value=0 3.42581e-05 -9.48178e-06 4.54453e-05 -3.58918e-05 -0.000228065 -0.000564901 3.7406e-05 0.000135492 6.35079e-07 0.000181607 -5.23507e-05
internal_weight=0 0.015104 0.0140318 0.0130117 0.0112079 0.0052835 0.00232874 0.00295476 0.00592439 0.00471028 0.00366515 0.00262095
internal_count=3121 2618 2288 2166 1987 1597 898 699 390 304 248 202
is_linear=0
shrinkage=0.00188464


Tree=2963
num_leaves=9
num_cat=0
split_feature=43 12 52 13 3 4 52 13
split_gain=4.09829e-05 8.25762e-05 9.3478e-05 0.000121396 0.000112769 9.52915e-05 0.000219311 0.000103079
threshold=-0.40263499999999991 -0.010834999999999999 0.11434500000000002 -0.28558999999999996 0.11296500000000002 0.0061450000000000003 -0.0064899999999999992 -0.063184999999999977
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5 -7
right_child=1 2 -4 4 -6 7 -8 -9
leaf_value=-0.0046852671017875245 0.0054086817410087295 0.0083043776616708084 -0.0064569577749150481 -0.0074060745970794635 -0.0069879626954525908 -0.0020349139383029507 0.0046921139731456833 0.0072437536124561773
leaf_weight=0.0010031957452244335 0.0016221667971610754 0.0010075836707372247 0.0012965842864327238 0.0019209115325141059 0.0013111243153187679 0.0010836774695380299 0.001574789203443841 0.0019105432113612161
leaf_count=122 394 74 431 744 79 183 853 241
internal_value=0 0.000375536 -0.000432424 0.000454356 -0.000559553 0.000739145 -0.00195592 0.00388559
internal_weight=0 0.0117274 0.0101052 0.00880863 0.00780105 0.00648992 0.0034957 0.00299422
internal_count=3121 2999 2605 2174 2100 2021 1597 424
is_linear=0
shrinkage=0.0240319


Tree=2964
num_leaves=10
num_cat=0
split_feature=47 42 475 43 0 2 15 15 43
split_gain=3.69423e-05 6.68455e-05 8.33364e-05 0.000104836 8.09083e-05 6.71444e-05 9.75159e-05 0.000117728 0.000100406
threshold=0.13148500000000005 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 -0.061629999999999997 0.089885000000000007 -1.0000000180025095e-35 -0.095869999999999983 0.08845500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5 7 -7 -8
right_child=-2 2 3 5 -6 6 8 -9 -10
leaf_value=-0.0038565424357393098 -0.0039496817640806677 -0.0047071140052822556 0.0021424201724428537 -0.0032101388915413711 0.010203040854030319 0.0002073871253002744 -0.0062758759092156509 0.0099101560797214706 0.0028910523347325462
leaf_weight=0.001561600189776296 0.0010397355330440125 0.0010870578512776089 0.0013967011704314777 0.0018948394106577046 0.001021420049812823 0.0012718155270219 0.0011053245142769409 0.0011091544426089749 0.0011603843941507819
leaf_count=849 65 448 528 550 126 155 227 132 41
internal_value=0 0.000332989 0.000984185 0.0016747 0.00554725 0.000243186 0.0016514 0.00472734 -0.00158103
internal_weight=0 0.0116083 0.0100467 0.00895964 0.00241812 0.00654152 0.00464668 0.00238097 0.00226571
internal_count=3121 3056 2207 1759 654 1105 555 287 268
is_linear=0
shrinkage=0.0217664


Tree=2965
num_leaves=10
num_cat=0
split_feature=41 3 1 4 3 16 12 3 43
split_gain=3.61186e-05 7.87723e-05 5.1435e-05 0.000108968 0.000155497 8.82825e-05 9.23209e-05 8.29713e-05 6.11637e-05
threshold=1.0000000180025095e-35 -0.12018999999999998 0.094385000000000011 -0.077679999999999985 0.076840000000000006 -0.27167499999999994 0.051320000000000005 0.12178000000000001 -0.0030899999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 -5 -4 7 -7 -3
right_child=-2 2 5 4 -6 6 -8 -9 -10
leaf_value=0.0051618343332579661 -0.0041331077127930707 0.0056485977848241102 -0.0043706425939711961 -0.011057892680313111 9.0639721200215464e-06 0.0087788264951964602 -0.0025639792152648789 0.00076554611782047915 -0.0022174667805094131
leaf_weight=0.0015713740008307846 0.0010430755480506518 0.0010849559652059857 0.0011686791434765836 0.0012729166387046935 0.0014479124920354636 0.0015220969131242166 0.0011786734650434463 0.0012602175790575876 0.0010263355248914482
leaf_count=221 173 500 214 1141 77 218 216 115 246
internal_value=0 0.000355335 -0.000402842 -0.00211295 -0.00516852 0.00120807 0.00285406 0.0051493 0.00182477
internal_weight=0 0.0115332 0.00996179 0.00483212 0.00272083 0.00512967 0.00396099 0.00278231 0.00211129
internal_count=3121 2948 2727 1964 1218 763 549 333 746
is_linear=0
shrinkage=0.0230987


Tree=2966
num_leaves=11
num_cat=0
split_feature=484 133 133 15 15 3 0 48 1 43
split_gain=0.000129527 0.000132267 0.000164256 0.000181358 0.000148321 0.000127072 0.000125384 0.000193287 0.000188246 9.20061e-05
threshold=-0.0068949999999999992 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 0.090455000000000021 -0.13309499999999996 -0.13027499999999997 0.086260000000000017 0.095285000000000022 -0.076124999999999984
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 7 -7 -8 -10
right_child=1 -3 -4 4 -6 6 8 -9 9 -11
leaf_value=-0.00063495974880888517 0.00056328706525859507 -0.00056144451870903506 0.00062116995998278128 -0.00096028152710935118 -7.3203437666006881e-05 0.00068251928299220446 -0.0006710999176997005 -0.0001446501128629858 -0.00026966178219472835 0.00043072056403551729
leaf_weight=0.0010216978126144074 0.0017615114161621042 0.0011398716054119616 0.0016271412840518024 0.0010056026197648835 0.0016066873589195411 0.0018433004458349991 0.0016305709012114211 0.0018647591014209208 0.0011050848535487934 0.0013891284252892022
leaf_count=503 183 371 418 463 302 132 395 97 93 164
internal_value=0 3.16635e-05 8.05342e-05 8.46764e-06 -0.000414685 0.000123681 2.48188e-05 0.000266541 -0.000192483 0.00012041
internal_weight=0 0.0149737 0.0138338 0.0122066 0.00261229 0.00959436 0.00783284 0.00370806 0.00412478 0.00249421
internal_count=3121 2618 2247 1829 765 1064 881 229 652 257
is_linear=0
shrinkage=0.00181146


Tree=2967
num_leaves=12
num_cat=0
split_feature=484 133 52 16 42 160 47 160 2 1 1
split_gain=0.000161899 0.0001058 0.000136968 0.000171053 0.000129216 0.000103477 0.000127214 0.000136513 9.7685e-05 0.0002123 0.00017561
threshold=-0.0068949999999999992 0.10622000000000002 -0.38533999999999996 0.23311500000000004 -0.0060199999999999993 0.092865000000000017 0.10843500000000002 -0.080409999999999995 0.10882500000000002 0.094385000000000011 0.086560000000000012
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 -9
right_child=1 -3 3 -5 5 -7 -8 8 -10 -11 -12
leaf_value=-0.00069774105764264119 -0.00045771531689240287 -0.00049096574331260949 -0.00048197263490220172 0.0007136786426779827 -0.00016459298133714287 -0.00037465281652701246 -0.00039761593034521117 0.00066412463401074829 2.4941450121229302e-05 0.0012418409559369228 -0.0002106752773626818
leaf_weight=0.0010499240334351104 0.0013884423744531327 0.0011454158321479785 0.001261894031955201 0.0015097919993425088 0.0017111317619609746 0.0011541480171823942 0.001017750174081059 0.0019103705612917854 0.0015283342414636825 0.0011055536801476279 0.0012428863088715936
leaf_count=503 276 371 577 91 386 89 73 263 203 176 113
internal_value=0 3.81042e-05 8.19214e-05 0.000142142 6.32087e-05 0.000134351 0.000203335 0.000284903 0.000417809 0.000558795 0.000319314
internal_weight=0 0.0149757 0.0138303 0.0124419 0.0109321 0.00967017 0.00851603 0.00749828 0.00578714 0.00425881 0.00315326
internal_count=3121 2618 2247 1971 1880 1303 1214 1141 755 552 376
is_linear=0
shrinkage=0.00181146


Tree=2968
num_leaves=10
num_cat=0
split_feature=43 1 16 2 133 157 51 13 0
split_gain=4.41861e-05 7.15525e-05 0.000112421 9.76195e-05 7.86133e-05 0.000114683 6.66373e-05 4.98772e-05 4.45043e-05
threshold=-0.40263499999999991 0.12500000000000003 0.071345000000000006 0.11548000000000001 0.083950000000000011 -0.06266999999999999 0.078435000000000019 -0.14819499999999997 -0.11756999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 8 -4 -7
right_child=1 -3 7 -5 -6 6 -8 -9 -10
leaf_value=-0.0048620607165862917 0.0059016024791324201 0.0049516881754135362 -0.0016072486106039131 0.0073941320277612502 0.0055046041984829269 -0.0088860688492270693 0.0010184496587786621 -0.0090825684913695102 -0.0028237613129354108
leaf_weight=0.001002206691295515 0.0010208742754527047 0.0017004965311415458 0.0010220138420251601 0.001150608253457433 0.0011606029827139772 0.001127455443857967 0.0015525272271445789 0.0010400949313383026 0.0018418796898411023
leaf_count=122 156 277 32 182 685 143 208 465 851
internal_value=0 0.000397163 -0.000383889 0.000927266 -0.000182752 -0.00137364 -0.00301613 -0.00537768 -0.00512562
internal_weight=0 0.0116166 0.00991606 0.00785395 0.00670334 0.00554274 0.00452186 0.00206211 0.00296934
internal_count=3121 2999 2722 2225 2043 1358 1202 497 994
is_linear=0
shrinkage=0.0240319


Tree=2969
num_leaves=10
num_cat=0
split_feature=47 47 131 42 12 2 4 151 2
split_gain=3.89321e-05 6.35093e-05 5.24176e-05 8.98741e-05 6.10592e-05 0.000102044 7.79322e-05 0.000123842 4.89054e-05
threshold=0.13148500000000005 0.10254000000000001 0.084390000000000007 -0.0060199999999999993 0.088305000000000008 0.090050000000000005 -0.04890499999999999 -0.024429999999999997 0.09142500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 -5 -8 -9
right_child=-2 -3 -4 4 5 -7 7 8 -10
leaf_value=-0.0074902807664954212 -0.0053847815482179545 0.0069686219681356328 -0.0062020079543048424 -0.005754002620357049 0.011776987553360303 0.00073743514480022513 0.0096894580585609198 -0.0064336984375232198 0.0016416855104812817
leaf_weight=0.001043302050223978 0.0010256710339387196 0.0011150707104910099 0.0010902135549705491 0.0015747668850827168 0.0010827282600569903 0.0019072778853026359 0.0011524112542014384 0.0010434888313307854 0.0015192180904022249
leaf_count=633 65 187 416 410 216 483 275 262 174
internal_value=0 0.000454332 -0.00024322 0.000453574 0.00145453 0.00473503 -0.000399704 0.00186988 -0.00164647
internal_weight=0 0.0115285 0.0104134 0.00932319 0.00827989 0.00299001 0.00528989 0.00371512 0.00256271
internal_count=3121 3056 2869 2453 1820 699 1121 711 436
is_linear=0
shrinkage=0.0287203


Tree=2970
num_leaves=10
num_cat=0
split_feature=52 52 51 42 12 160 4 42 4
split_gain=3.50245e-05 9.59232e-05 6.2064e-05 6.57308e-05 9.87794e-05 9.69566e-05 0.000113753 0.000168607 5.00189e-05
threshold=-0.24456499999999998 -0.090859999999999982 -0.071649999999999978 -1.0000000180025095e-35 0.098810000000000023 0.086870000000000017 -1.0000000180025095e-35 0.084050000000000014 0.26790000000000008
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 7 -5 -8
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leaf_value=-0.0038957234444877125 0.0078816822043941519 -0.0064141266988021559 -0.0053765144741538054 0.013640968136314732 -0.0057155655378172514 -0.0042772237687994166 -0.0028045643006603836 0.00034233588855643853 0.0041238036905632486
leaf_weight=0.0013994660557460287 0.0010682013199584785 0.0010156678753972933 0.0011720603741238586 0.0014762178469960737 0.0011778553518807479 0.0011885461425579346 0.0015633027444801391 0.0011458670436244483 0.0012844015479359751
leaf_count=364 274 258 679 158 182 157 233 578 238
internal_value=0 0.000471394 -0.000318285 0.000369013 0.00122837 0.00245675 0.00392 0.00782938 0.000320341
internal_weight=0 0.0110921 0.0100239 0.00900825 0.00783619 0.00665834 0.00546979 0.00262208 0.0028477
internal_count=3121 2757 2483 2225 1546 1364 1207 736 471
is_linear=0
shrinkage=0.0260129


Tree=2971
num_leaves=10
num_cat=0
split_feature=41 3 124 151 49 0 16 16 1
split_gain=3.51504e-05 6.49108e-05 5.20196e-05 8.23053e-05 0.000100566 0.000137283 7.68029e-05 9.23794e-05 8.83954e-05
threshold=1.0000000180025095e-35 -0.12018999999999998 -0.043384999999999993 -0.044604999999999992 -0.054319999999999993 -0.17169499999999996 -0.078844999999999985 0.38525000000000004 0.094220000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7 8 -8
right_child=-2 2 3 4 5 6 7 -9 -10
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leaf_weight=0.0015399065189660626 0.0010390915170042378 0.0010059810493251659 0.0013380741868553904 0.0014199256441798881 0.0010240887154677756 0.001736395215082084 0.0011494166832191482 0.0011589559782440809 0.0010049842106297467
leaf_count=221 173 245 359 152 69 850 693 198 161
internal_value=0 0.000358818 -0.000331447 -0.000898326 4.39224e-05 0.00133771 -0.000226146 -0.00228835 -0.00511721
internal_weight=0 0.0113777 0.00983782 0.00883184 0.00749377 0.00607384 0.00504975 0.00331336 0.0021544
internal_count=3121 2948 2727 2482 2123 1971 1902 1052 854
is_linear=0
shrinkage=0.0230987


Tree=2972
num_leaves=10
num_cat=0
split_feature=47 50 4 4 2 52 2 48 0
split_gain=3.39253e-05 6.65937e-05 6.45032e-05 5.27534e-05 8.16741e-05 9.26608e-05 9.60835e-05 4.85622e-05 4.55492e-05
threshold=0.13148500000000005 0.088425000000000017 0.24564500000000003 0.055260000000000011 0.10644500000000001 -0.088204999999999992 0.092875000000000013 0.081275000000000014 -0.15202999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -7 -4
right_child=-2 -3 8 -5 -6 6 -8 -9 -10
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leaf_weight=0.001127968011932828 0.0010174822089457991 0.0011934284776836971 0.0010175770606589158 0.0013192310162771104 0.0018256458277525131 0.0016035634274302471 0.001213228573101085 0.0010228091508256449 0.0010065556470066498
leaf_count=381 65 532 98 238 289 853 209 168 288
internal_value=0 0.000351107 0.00095874 3.83419e-05 0.000859183 -0.00067624 0.00103365 0.00351714 0.00464757
internal_weight=0 0.01133 0.0101366 0.00811245 0.00679321 0.00496757 0.0038396 0.00262637 0.00202413
internal_count=3121 3056 2524 2138 1900 1611 1230 1021 386
is_linear=0
shrinkage=0.0230987


Tree=2973
num_leaves=10
num_cat=0
split_feature=11 0 13 0 1 133 3 4 48
split_gain=3.77869e-05 6.64704e-05 8.4856e-05 0.000172897 9.59381e-05 7.47345e-05 7.20572e-05 6.51161e-05 0.000144677
threshold=0.081005000000000008 -0.019414999999999998 -0.0034749999999999994 -0.099059999999999995 0.08844500000000001 1.0000000180025095e-35 -0.074084999999999998 0.25615500000000008 0.086035000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 7 -1 -3 -6 8 -4
right_child=-2 5 3 -5 6 -7 -8 -9 -10
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leaf_weight=0.0014280153799925712 0.0010272178244592903 0.0015587878983039693 0.0016196733111897843 0.0012143035462399603 0.0011149612021818731 0.0010692408406069685 0.0011524532977352383 0.001034594939580049 0.001072920637751551
leaf_count=1308 182 176 119 467 270 98 361 76 64
internal_value=0 0.000384024 -0.000614302 -0.00263384 0.00208621 0.00366499 0.00509888 -0.000118339 0.00181203
internal_weight=0 0.011265 0.00863692 0.00494149 0.00369543 0.00262803 0.00226741 0.00372719 0.00269259
internal_count=3121 2939 2665 726 1939 274 631 259 183
is_linear=0
shrinkage=0.0235607


Tree=2974
num_leaves=10
num_cat=0
split_feature=52 52 16 1 43 457 42 1 16
split_gain=3.28864e-05 8.28829e-05 5.91512e-05 7.38399e-05 0.000193899 8.70722e-05 9.18176e-05 4.33094e-05 8.01274e-05
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decision_type=2 2 2 2 2 2 2 2 2
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internal_value=0 0.000435187 -0.000333301 -0.00100636 -0.00466885 0.000486793 -0.000977593 -0.00311808 -0.00546621
internal_weight=0 0.0109721 0.00979472 0.00878188 0.00254336 0.00623852 0.0050464 0.0036379 0.00212483
internal_count=3121 2777 2483 2417 1383 1034 894 513 292
is_linear=0
shrinkage=0.0255028


Tree=2975
num_leaves=12
num_cat=0
split_feature=484 12 43 43 131 2 2 12 160 16 2
split_gain=8.60323e-05 9.28773e-05 8.65077e-05 0.000187806 0.000122673 0.000109415 0.000209248 0.000165338 0.000164605 0.00012445 0.000114221
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decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 7 -7 8 9 -4 -8
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internal_value=0 2.19677e-05 6.42888e-05 0.000384412 -6.91659e-06 6.65032e-05 0.000288585 -0.00011384 4.98062e-05 0.000273487 4.37396e-05
internal_weight=0 0.0139795 0.0129564 0.00235752 0.0105989 0.00932654 0.00417961 0.00514693 0.00413677 0.00302327 0.00309428
internal_count=3121 2606 2486 179 2307 1915 616 1299 798 688 406
is_linear=0
shrinkage=0.00184769


Tree=2976
num_leaves=13
num_cat=0
split_feature=484 42 1374 457 47 403 13 13 12 1 1 16
split_gain=0.000189539 9.60227e-05 0.000107509 0.000118694 0.000135483 0.000127481 0.000181837 0.000158963 0.000136504 9.17395e-05 9.93966e-05 8.51201e-05
threshold=-0.0068949999999999992 0.10256000000000001 -0.035729999999999991 0.045365000000000009 0.10980000000000002 0.03138500000000001 -0.084034999999999985 -0.15714499999999998 0.085885000000000017 0.085345000000000018 0.10508500000000001 0.13751500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 11 9 -8 -11 -4
right_child=1 -3 3 -5 -6 -7 8 -9 -10 10 -12 -13
leaf_value=-0.00074077837963547213 -0.00048217863549623554 -0.00047627108900395401 -0.00046173542721685023 0.0006279376726559397 0.00055673886087619095 0.00055866699218616285 0.00035130889680757139 0.00071971051324487534 -0.00075659305696708465 -0.00071114953130441193 3.6437244996103845e-05 0.00026271966672406481
leaf_weight=0.0010729404327162835 0.0010010362171860585 0.0010629180391877194 0.0010018122393435358 0.0014197754865171624 0.0016160805570098304 0.0011369871694073249 0.0010050199672772256 0.0013358218064700852 0.0015508918638408968 0.0010674113582731515 0.0012875127286741759 0.0011352876199275386
leaf_count=503 66 311 96 194 117 264 151 332 817 115 132 23
internal_value=0 4.80245e-05 8.91293e-05 0.000134675 7.17916e-05 -1.05249e-05 -8.77175e-05 0.000229517 -0.000312064 -0.000106878 -0.00030242 -7.68845e-05
internal_weight=0 0.0146206 0.0135576 0.0125566 0.0111368 0.00952074 0.00838376 0.00347292 0.00491084 0.00335994 0.00235492 0.0021371
internal_count=3121 2618 2307 2241 2047 1930 1666 451 1215 398 247 119
is_linear=0
shrinkage=0.00181146


Tree=2977
num_leaves=10
num_cat=0
split_feature=124 48 48 51 484 52 43 2 16
split_gain=3.10611e-05 4.90286e-05 0.000105856 0.000115756 8.81592e-05 8.33802e-05 7.26269e-05 0.000103104 3.56896e-05
threshold=-0.043384999999999993 0.11951500000000001 0.093265000000000015 0.087505000000000013 0.084040000000000017 -0.088204999999999992 -0.0037449999999999996 0.10584500000000001 -0.088159999999999988
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 8 -8
right_child=1 -3 -4 -5 -6 6 7 -9 -10
leaf_value=0.0037620015891187525 -0.0054696748337527039 -0.0050958328384747703 0.0067147334414429114 -0.0073954071890560266 0.0061754794790026442 -0.002812844663523102 0.008605810091497702 -0.0025273460482805581 0.0027420478899374059
leaf_weight=0.001023834946518973 0.0014658529803641875 0.0010186279457379309 0.0011105479943581418 0.0011533488867495412 0.0011184133172043795 0.0019842612998493682 0.0010647653008503725 0.0012460262645418016 0.0010644682106336258
leaf_count=259 418 97 209 292 286 953 209 148 250
internal_value=0 -0.000358335 0.000114422 -0.000691322 0.000282036 -0.00068367 0.000625323 0.00264657 0.00567434
internal_weight=0 0.0112263 0.0102077 0.00909714 0.00794379 0.00682537 0.00535952 0.00337526 0.00212923
internal_count=3121 2862 2765 2556 2264 1978 1560 607 459
is_linear=0
shrinkage=0.0226458


Tree=2978
num_leaves=9
num_cat=0
split_feature=0 1 2 0 1 47 4 16
split_gain=3.27659e-05 8.22443e-05 8.79369e-05 0.000116884 7.64891e-05 7.08891e-05 0.000100507 6.92236e-05
threshold=-0.062294999999999996 0.077565000000000009 0.088850000000000012 -0.14116499999999996 0.11061500000000002 0.085270000000000026 -0.27825499999999997 -0.078844999999999985
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 7 4 -4 6 -2 -3
right_child=5 2 3 -5 -6 -7 -8 -9
leaf_value=-0.0068319376995054793 -0.0040628286842422185 -0.00024292237584949843 0.0033468730934814355 0.0097995597816435305 -0.0047991349803760382 0.0074822143830416991 0.0049294233512597353 -0.008442563482223709
leaf_weight=0.0012534536014249358 0.0017540834451951559 0.0017279274118772452 0.0017556934172143629 0.0010230013522022829 0.0012222187210964471 0.0010280577738134289 0.0013949655986399221 0.0010256981441516461
leaf_count=1451 204 289 169 163 85 92 299 369
internal_value=0 -0.000949968 0.000141561 0.00250829 3.52275e-06 0.00178161 -7.94413e-05 -0.00329721
internal_weight=0 0.00800799 0.00675454 0.00400091 0.00297791 0.00417711 0.00314905 0.00275363
internal_count=3121 2526 1075 417 254 595 503 658
is_linear=0
shrinkage=0.0250028


Tree=2979
num_leaves=10
num_cat=0
split_feature=11 0 12 52 16 49 51 47 3
split_gain=3.34328e-05 5.75443e-05 7.38408e-05 7.25764e-05 8.69852e-05 8.56159e-05 6.97876e-05 4.83091e-05 4.07223e-05
threshold=0.079915000000000014 -0.019414999999999998 0.051320000000000005 -0.11592499999999999 0.0047850000000000011 -0.069799999999999987 0.084745000000000015 0.078875000000000015 -0.05647499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -5 7 8 -7
right_child=-2 2 -4 4 -6 6 -8 -9 -10
leaf_value=-0.0072926166827300635 -0.0046018406951406979 0.009777711960297442 0.00012071740636299294 -0.0073813654329063999 0.0070839932643188327 -0.0025555803778116266 0.0066728142645889783 -0.0054195433335222018 0.005189698986490892
leaf_weight=0.0011339690375928952 0.0011406292134735754 0.0010747995501011387 0.0015092726475970653 0.0013196177231858484 0.0012627002672310414 0.0010623127366372427 0.0011764577178054302 0.0013540007397456347 0.0010908250282991193
leaf_count=391 199 187 82 208 231 1117 258 194 254
internal_value=0 0.000462902 0.00413738 -0.000667483 0.000366482 -0.00104646 0.000738417 -0.00125226 0.00136834
internal_weight=0 0.010984 0.00258407 0.00839988 0.00726591 0.00600321 0.0046836 0.00350714 0.00215314
internal_count=3121 2922 269 2653 2262 2031 1823 1565 1371
is_linear=0
shrinkage=0.0281572


Tree=2980
num_leaves=12
num_cat=0
split_feature=484 133 133 15 3 159 16 2 16 51 4
split_gain=0.000137502 0.000102607 0.00017162 0.000199417 0.000131504 9.07685e-05 0.000172817 0.000139954 0.000105718 0.000101704 0.000111479
threshold=-0.0068949999999999992 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 -0.077644999999999978 0.091530000000000014 -0.008904999999999998 0.079055000000000014 -0.071854999999999988 0.082455000000000014 0.27834500000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 8 -8 9 10 -2
right_child=1 -3 -4 4 -6 -7 7 -9 -10 -11 -12
leaf_value=-0.00067736037718612847 -0.000568168289366089 -0.00051995491231238947 0.00065101283367838497 -0.00011236690265876178 -0.00097997343734446737 -0.00040276057602490041 4.2048193800545424e-05 0.00083071894351500347 -0.00049543696214431466 0.00047075490240360772 0.00026056472637167165
leaf_weight=0.0010047718564451863 0.0010588425597707362 0.0010737727970348962 0.0015536044173206981 0.001446245274229823 0.0010149935139070923 0.0010077450475150995 0.0012677789838909 0.0019492048422172338 0.0012431325503276728 0.001653605176689759 0.0011625692860627668
leaf_count=503 124 371 418 565 200 169 109 276 116 117 153
internal_value=0 2.95512e-05 7.37238e-05 -2.2564e-06 -0.00047016 0.000121006 0.000184331 0.000519912 -2.6597e-05 0.00012381 -0.000134453
internal_weight=0 0.0144315 0.0133577 0.0118041 0.00246124 0.00934288 0.00833513 0.00321698 0.00511815 0.00387502 0.00222141
internal_count=3121 2618 2247 1829 765 1064 895 385 510 394 277
is_linear=0
shrinkage=0.00184769


Tree=2981
num_leaves=11
num_cat=0
split_feature=484 133 133 15 3 3 0 1 48 43
split_gain=0.000154916 0.00014908 0.000169042 0.000212805 0.000163191 0.000129295 0.000126545 0.00019702 0.000157673 9.51564e-05
threshold=-0.0068949999999999992 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 -0.077644999999999978 -0.13309499999999996 -0.13027499999999997 0.095285000000000022 0.086260000000000017 -0.076124999999999984
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 8 -8 -7 -9
right_child=1 -3 -4 4 -6 6 7 9 -10 -11
leaf_value=-0.00068538469912475292 0.00060670389357619155 -0.00060271493735780213 0.00064227269951037036 -6.0796113617826626e-05 -0.00099714708941969006 0.00067529449402742574 -0.00066776063086003781 -0.00026005335376304696 -8.4804720596572155e-05 0.00046215426868296839
leaf_weight=0.0010301487067373239 0.0016409128092858749 0.0010896825241882282 0.0016220253903356961 0.0014751136277512682 0.0010423568801604358 0.0017852586605862295 0.0015995198280540548 0.0010537107125177447 0.0017968536871121321 0.0013861911069258711
leaf_count=503 183 371 418 565 200 132 395 93 97 164
internal_value=0 4.16247e-05 9.40145e-05 1.85226e-05 -0.000448492 0.000145454 4.61469e-05 -0.000173659 0.000294015 0.000150257
internal_weight=0 0.0144916 0.0134019 0.0117799 0.00251747 0.00926245 0.00762153 0.00403942 0.00358211 0.0024399
internal_count=3121 2618 2247 1829 765 1064 881 652 229 257
is_linear=0
shrinkage=0.00181146


Tree=2982
num_leaves=13
num_cat=0
split_feature=484 48 0 4 150 42 133 13 52 0 0 15
split_gain=0.000167658 0.000131819 0.000206725 0.000242703 0.000135985 0.000187305 0.000100587 0.000144754 0.000152929 0.000196677 0.000146837 9.73224e-05
threshold=-0.0068949999999999992 0.12737000000000001 -0.23091999999999999 0.40473500000000007 0.089910000000000018 0.091735000000000025 0.083950000000000011 -0.14819499999999997 0.091275000000000009 -0.10607499999999999 -0.019414999999999998 0.035560000000000008
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 -8
right_child=1 -3 3 -5 -6 -7 11 8 -10 10 -12 -13
leaf_value=-0.00077654827314166766 0.00089860515656082877 -0.00064360757150180165 -0.00061227589464806745 0.00094000664054693555 -0.00068095632817142171 -0.0006352833742918828 8.3984313724354913e-05 0.00052109938795164034 0.00079461483292829981 -0.00069050519035566732 0.00023989032233622502 0.00090561882049505456
leaf_weight=0.0010299589540506962 0.0011216120549164552 0.0010053413419971258 0.0012166139832157138 0.0010140791422441472 0.0012150362822587876 0.0014731099006721751 0.0011465109304114899 0.001596103795744281 0.0010849591986672111 0.0017421473497759795 0.0010423839637869658 0.001072973623568162
leaf_count=503 62 77 70 237 207 406 267 130 229 652 123 158
internal_value=0 4.17418e-05 9.1941e-05 2.01566e-05 -6.03277e-05 1.23567e-05 0.000119532 -5.9172e-07 0.000135566 -2.76616e-05 -0.000342213 0.00048119
internal_weight=0 0.0147309 0.0137255 0.0126039 0.0115898 0.0103748 0.00890169 0.00668221 0.00546559 0.00438064 0.00278453 0.00221948
internal_count=3121 2618 2541 2479 2242 2035 1629 1204 1134 905 775 425
is_linear=0
shrinkage=0.00196078


Tree=2983
num_leaves=9
num_cat=0
split_feature=41 13 52 16 4 1 3 3
split_gain=2.98025e-05 4.92081e-05 0.000155511 8.94594e-05 7.2113e-05 0.000123761 0.000100536 2.53519e-05
threshold=1.0000000180025095e-35 -0.0034749999999999994 -0.013374999999999998 -0.078844999999999985 0.0061450000000000003 0.086560000000000012 0.11296500000000002 0.0068900000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -3 7 -6
right_child=-2 4 3 -5 6 -7 -8 -9
leaf_value=0.0090906063143825367 -0.004371106406449392 0.00092623788680615954 0.0024824646688983085 -0.0068875171709451722 0.0020918812054357915 -0.0099222075166439643 -0.0042123188456297898 0.0077746958555568145
leaf_weight=0.0016230257910973818 0.0010156191195598565 0.0015783085730788093 0.0018874480372719125 0.0011571106608336719 0.0011067695882764884 0.0013943866928926357 0.0013728010542886082 0.0011038882996494692
leaf_count=652 173 373 792 547 171 281 71 61
internal_value=0 0.000375244 0.00245741 -0.00107868 -0.00110714 -0.00416239 0.00142738 0.00492959
internal_weight=0 0.0112237 0.00466758 0.00304456 0.00655615 0.0029727 0.00358346 0.00221066
internal_count=3121 2948 1991 1339 957 654 303 232
is_linear=0
shrinkage=0.0265331


Tree=2984
num_leaves=12
num_cat=0
split_feature=484 1374 457 1 15 42 43 2 52 4 13
split_gain=0.000162876 0.00013909 0.000142828 0.000112215 0.000191385 0.000172988 0.000103426 9.91224e-05 0.00017352 0.000107152 0.000132406
threshold=-0.0068949999999999992 -0.08070999999999999 0.085360000000000005 0.12811000000000003 0.091650000000000023 0.092395000000000019 -0.16318499999999997 0.11293500000000002 0.084960000000000022 -0.075889999999999999 -0.0095349999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 8 9 -8 -11
right_child=1 2 -4 -5 -6 -7 7 -9 -10 10 -12
leaf_value=-0.000723208240752903 -0.00062608374647880546 0.0006407579710791761 0.00073488835157311074 0.00044581566346740576 -0.00079253557362763175 -0.00058787269127751345 0.00050279639391222913 0.00048924220584213823 -0.00064844492218552518 -0.00059992756970066858 0.00020577014783787988
leaf_weight=0.0010343165194880962 0.0010117666347157486 0.0011825482254865663 0.001061325904883917 0.0018827505090378569 0.0010500172241751102 0.001308689407692327 0.0015905090304109853 0.0014241444238955736 0.0013048587550200576 0.001101613556035096 0.0018928139906607693
leaf_count=503 58 114 127 227 386 277 316 146 449 343 175
internal_value=0 3.51761e-05 8.36599e-05 2.93995e-05 -4.28247e-05 3.74604e-05 0.000133779 5.18081e-05 -5.39629e-05 0.000115225 -9.06363e-05
internal_weight=0 0.014811 0.0137993 0.0127379 0.0108552 0.00980518 0.00849649 0.00731394 0.0058898 0.00458494 0.00299443
internal_count=3121 2618 2560 2433 2206 1820 1543 1429 1283 834 518
is_linear=0
shrinkage=0.00184769


Tree=2985
num_leaves=12
num_cat=0
split_feature=484 42 15 52 133 15 49 3 0 12 1
split_gain=0.000192917 0.000117708 0.000114453 7.96023e-05 0.000146586 0.000158536 0.000205755 0.000251008 0.000183209 0.000138932 2.41891e-05
threshold=-0.0068949999999999992 0.10256000000000001 -0.24436499999999997 0.077655000000000016 0.08622500000000001 0.024640000000000006 -0.043469999999999995 0.10732000000000001 -0.10151999999999999 0.091545000000000015 0.082005000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4 8 -8 10 -5
right_child=1 -3 3 9 -6 -7 7 -9 -10 -11 -12
leaf_value=-0.00076712704725758938 0.00065854911848768388 -0.00053990530911868185 0.00047501990487163609 0.0003656868056843247 0.00050046746455034209 -0.00066465161372820491 0.00047731743846452814 -0.00095787056782976356 -0.00037507795838868322 -0.00024106236365726714 0.00075011280168105156
leaf_weight=0.0010470308286478066 0.0010470385754828672 0.0010735077310100758 0.0019366333820072818 0.0011395419508750185 0.0013561801731716656 0.0015454745979998595 0.0015468771573289648 0.0011580007147711235 0.0017789768911954883 0.0011136998848321486 0.0010159348645450081
leaf_count=503 183 311 208 470 306 276 110 65 367 226 96
internal_value=0 3.76286e-05 8.30877e-05 3.52348e-05 -5.0059e-05 -0.000143784 -1.84065e-05 -0.000231524 2.13769e-05 0.000278452 0.000546877
internal_weight=0 0.0147119 0.0136384 0.0125913 0.00932214 0.00796596 0.00642049 0.00448385 0.00332585 0.00326918 0.00215548
internal_count=3121 2618 2307 2124 1332 1026 750 542 477 792 566
is_linear=0
shrinkage=0.00181146


Tree=2986
num_leaves=10
num_cat=0
split_feature=3 50 52 2 159 16 2 15 2
split_gain=3.36114e-05 6.27126e-05 6.52458e-05 0.000103986 0.000113399 8.88878e-05 9.03229e-05 7.54522e-05 5.81014e-05
threshold=0.13524500000000003 0.088425000000000017 -0.24456499999999998 0.11548000000000001 0.082105000000000025 -0.013324999999999998 0.092755000000000018 -0.043924999999999992 0.090050000000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -4 -7
right_child=-2 -3 3 -5 -6 8 -8 -9 -10
leaf_value=-0.0051749829784233578 0.0029636869135766684 -0.0059552506523802649 -0.0019745698613037733 0.0079404064396035069 -0.0076624999884079888 0.0089375496647965524 -0.0067140553646439808 0.005992700579523105 0.00093139442758566652
leaf_weight=0.0011861717507753314 0.0018503179224617092 0.001108310094479586 0.0016962627881008949 0.0010437768840214556 0.0010050658341563008 0.0010806230887421362 0.0011562232334798158 0.0011531702611106117 0.0010153934587960114
leaf_count=321 192 525 201 232 330 316 274 595 135
internal_value=0 -0.00055049 9.10815e-05 0.000857469 -0.000182812 0.00104924 -0.00104895 0.0012498 0.00505905
internal_weight=0 0.010445 0.00933669 0.00815052 0.00710674 0.00610167 0.00400566 0.00284943 0.00209602
internal_count=3121 2929 2404 2083 1851 1521 1070 796 451
is_linear=0
shrinkage=0.0240319


Tree=2987
num_leaves=13
num_cat=0
split_feature=484 15 15 133 160 52 52 0 2 133 0 43
split_gain=0.000130842 0.000110689 0.000112746 0.00013364 0.000167503 0.000136474 0.000252613 0.000114268 0.00025971 0.000137254 0.000224371 0.000110163
threshold=-0.0068949999999999992 -0.24436499999999997 -0.11713499999999999 0.10622000000000002 0.092865000000000017 0.091275000000000009 0.11434500000000002 -0.10607499999999999 0.09142500000000002 0.061605000000000007 -0.019414999999999998 -0.0037449999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 7 -7 8 -4 10 11 -9
right_child=1 2 3 -5 -6 6 -8 9 -10 -11 -12 -13
leaf_value=-0.000601362558221195 0.0005602429598563002 -0.00051178210893800392 0.00080355574573524619 -0.00055537158711317267 -0.00052885942455376238 0.0011442597186329163 1.1031047141779941e-05 -0.00093474315681989738 -0.00018139485087970597 0.00044510458788235091 0.00040233580090302595 -0.00019074274437493746
leaf_weight=0.0010913798654633685 0.0011691864962507575 0.0012762142868717229 0.0016637783631264823 0.0010814096803259026 0.0012081330231382007 0.001147778589569159 0.0013502790075225388 0.001311982436059077 0.0017143359122386292 0.0010267876089536387 0.0010387167692524615 0.0012034659476021299
leaf_count=503 232 187 72 331 121 136 264 453 154 226 148 294
internal_value=0 3.52558e-05 -8.51607e-06 4.18716e-05 9.72381e-05 0.000169572 0.000531714 5.59097e-05 0.00030371 -0.000126825 -0.000292053 -0.000578791
internal_weight=0 0.0151921 0.0140229 0.0127467 0.0116653 0.0104571 0.00249806 0.00795907 0.00337811 0.00458095 0.00355417 0.00251545
internal_count=3121 2618 2386 2199 1868 1747 400 1347 226 1121 895 747
is_linear=0
shrinkage=0.00177594


Tree=2988
num_leaves=12
num_cat=0
split_feature=484 133 133 15 3 3 3 43 151 13 4
split_gain=0.000162273 0.000119718 0.000135361 0.000171384 0.000132353 0.00012462 0.000134487 0.000114293 8.0608e-05 0.000139781 0.000291057
threshold=-0.0068949999999999992 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 -0.078724999999999976 -0.13309499999999996 -0.077774999999999983 -0.074359999999999996 -0.044604999999999992 -1.0000000180025095e-35 0.0061450000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 -7 -8 -9 -10 -11
right_child=1 -3 -4 4 -6 6 7 8 9 10 -12
leaf_value=-0.00075788234017676911 0.00061976109223903925 -0.00056348964248524765 0.00062170150130869909 -3.5580101481782404e-05 -0.00093640974405479545 -0.00060827672751240887 0.00061747910921580555 -0.00047603556630082397 -0.00046192503583931358 -0.00039550357311275551 0.00083937830961343428
leaf_weight=0.0010058803752171731 0.0016482781964023401 0.0011165956641241972 0.001570813799661082 0.0013709363540368169 0.0010755568211652704 0.0010324935539940787 0.0014349725636733255 0.0010336639216659855 0.0010905661285661545 0.001177738436743658 0.001758366307408249
leaf_count=503 183 371 418 552 213 268 125 87 226 99 76
internal_value=0 4.09032e-05 9.20548e-05 2.0472e-05 -0.000431614 0.000141005 3.61776e-05 0.00013862 2.8287e-06 0.000125755 0.000344039
internal_weight=0 0.01431 0.0131934 0.0116226 0.00244649 0.00917608 0.0075278 0.00649531 0.00506033 0.00402667 0.0029361
internal_count=3121 2618 2247 1829 765 1064 881 613 488 401 175
is_linear=0
shrinkage=0.00192234


Tree=2989
num_leaves=14
num_cat=0
split_feature=484 1374 457 43 15 160 50 43 133 43 15 4 16
split_gain=0.000195552 0.000151601 0.000212179 0.000133415 0.00015875 0.000156618 0.000206306 0.000229896 0.000151377 0.000157654 0.000212381 0.000163783 0.000227426
threshold=-0.0068949999999999992 -0.08070999999999999 0.087855000000000003 0.21122500000000002 0.091650000000000023 -0.098904999999999979 0.088280000000000011 0.070450000000000013 0.084760000000000016 -0.072864999999999985 -0.016799999999999995 -0.031404999999999995 -0.27167499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 8 9 10 -7 -11 -13
right_child=1 2 -4 -5 -6 6 -8 -9 -10 11 -12 12 -14
leaf_value=-0.00078225638159772461 -0.00065252890276602175 -0.00056716557334000319 0.00092012276349371248 -0.00064660190964674997 -0.000558380414349471 -2.9119243566261713e-05 0.0010087105287237626 0.00094132055810638993 -0.00067717553351164374 -0.00079303987206607652 0.00097489902433284801 -0.00056025672663380908 0.00049047927286970246
leaf_weight=0.0011385796817843892 0.0010827979189643689 0.0010200055589958028 0.0010630115375353461 0.0010020850744581382 0.0012899597855052731 0.0016531641103954197 0.001102402608892686 0.0011373269722335108 0.0010112417591533213 0.0010282767827559953 0.0014716208908314198 0.0012335816878827482 0.0019879658482711143
leaf_count=503 58 261 104 182 365 204 155 68 403 402 101 110 205
internal_value=0 4.2131e-05 9.2274e-05 2.91346e-05 8.14823e-05 0.000152359 0.00022143 0.000130294 2.02989e-05 0.00011594 0.000443724 -0.000125071 8.81358e-05
internal_weight=0 0.0160834 0.0150006 0.0139376 0.0129355 0.0116456 0.0106256 0.00952318 0.00838585 0.00737461 0.00312479 0.00424982 0.00322155
internal_count=3121 2618 2560 2456 2274 1909 1648 1493 1425 1022 305 717 315
is_linear=0
shrinkage=0.00192234


Tree=2990
num_leaves=9
num_cat=0
split_feature=2 2 13 15 15 52 4 43
split_gain=3.4232e-05 0.000108932 9.78666e-05 6.98454e-05 5.80891e-05 8.22643e-05 0.000106704 0.000101612
threshold=0.099185000000000009 0.092365000000000017 -0.08971999999999998 -0.074054999999999996 -0.10203999999999998 -0.0064899999999999992 0.0061450000000000003 -0.0037449999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 4 -2 -4 -1 6 -6 -7
right_child=2 -3 3 -5 5 7 -8 -9
leaf_value=-0.0041765254564848477 0.0051576808625512904 -0.0072769305084689302 0.0027117166412355619 -0.003413406428932697 -0.0055276860055917219 -0.00045194123452904346 0.0034114225027305598 0.007705779354398817
leaf_weight=0.0011404110813169974 0.0018356754656843697 0.0010232847459857863 0.0014002620988977912 0.0019490949830223772 0.0013883591097533883 0.0013547025564843254 0.0010094160091715597 0.0013190337308273369
leaf_count=252 200 318 308 411 524 689 72 347
internal_value=0 -0.000952047 0.00127519 -0.000852683 8.98453e-05 0.00104921 -0.0017645 0.00357251
internal_weight=0 0.00723521 0.00518503 0.00334936 0.00621192 0.00507151 0.00239778 0.00267374
internal_count=3121 2202 919 719 1884 1632 596 1036
is_linear=0
shrinkage=0.0209212


Tree=2991
num_leaves=12
num_cat=0
split_feature=484 133 133 15 3 12 12 3 151 160 1
split_gain=0.000195166 0.000117416 0.00016637 0.000205332 0.000134942 0.000124489 0.000123451 0.000187828 0.000170559 0.000171715 0.000315076
threshold=-0.0068949999999999992 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 -0.077644999999999978 -0.040564999999999997 0.09334000000000002 -0.10831999999999999 -0.044604999999999992 -1.0000000180025095e-35 0.095285000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 7 -7 -9 -10 -11
right_child=1 -3 -4 4 -6 6 -8 8 9 10 -12
leaf_value=-0.00074802922036684857 -0.00040301711764849542 -0.00050730897397320465 0.00062822869875304218 -8.4164361881648429e-05 -0.00091858745472560884 0.00095745581961071227 -0.00017205285094760647 -0.00041076435211983398 -0.00025202854384778208 -0.000182298536122041 0.0010479864206553234
leaf_weight=0.0010371064724735085 0.0011529975455767958 0.0011049317918630534 0.0016226479290704825 0.0014856074292220016 0.0010386236609985474 0.0012493757762744393 0.0019329047175486959 0.0011552951403265271 0.0010336118013281265 0.0010402891295386643 0.0017797917516882422
leaf_count=503 200 371 418 565 200 104 292 113 139 116 100
internal_value=0 4.92758e-05 9.48604e-05 2.19389e-05 -0.000427497 0.000143348 0.000220254 0.000341419 0.000187763 0.000367194 0.000594151
internal_weight=0 0.0145961 0.0134911 0.0118685 0.00252423 0.00934427 0.00819127 0.00625836 0.00500899 0.00385369 0.00282008
internal_count=3121 2618 2247 1829 765 1064 864 572 468 355 216
is_linear=0
shrinkage=0.00177594


Tree=2992
num_leaves=12
num_cat=0
split_feature=484 43 48 4 42 43 16 16 49 1 47
split_gain=0.000168318 0.000136284 0.000143296 0.000159504 0.00012728 0.000147309 0.00012489 0.000108247 0.000166817 0.000143744 0.000105747
threshold=-0.0068949999999999992 0.21122500000000002 0.12737000000000001 0.27834500000000006 0.093175000000000022 0.08845500000000002 0.26435500000000006 0.0057500000000000008 -0.069799999999999987 0.088340000000000016 0.087885000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 8 -2 -10 -11
right_child=1 -3 -4 -5 -6 -7 -8 -9 9 10 -12
leaf_value=-0.00071737271450205147 -0.00054842117145171773 -0.00061958306080499162 -0.00057523113588167066 0.00066980521543404516 -0.00046998620202574155 0.00075976675528361434 -0.00044228121771605996 0.00053681434354050522 -0.00030459656513241398 0.00068053773171862899 -4.1692937688597945e-05
leaf_weight=0.0010788471428574151 0.0013404578864801928 0.0010052906774532478 0.0010419848055015545 0.0016719106063325115 0.0013680019028939573 0.0011284183100078718 0.0014639069722045253 0.0018421732091168505 0.0013474483276554039 0.0019300278957265979 0.0010790603736968718
leaf_count=503 178 185 71 294 356 46 229 171 817 209 62
internal_value=0 3.78715e-05 8.43722e-05 0.000136553 5.90237e-05 0.000130453 5.15769e-05 0.000147471 2.15735e-05 0.000196954 0.000421545
internal_weight=0 0.0152187 0.0142134 0.0131714 0.0114995 0.0101315 0.00900307 0.00753917 0.00569699 0.00435654 0.00300909
internal_count=3121 2618 2433 2362 2068 1712 1666 1437 1266 1088 271
is_linear=0
shrinkage=0.00184769


Tree=2993
num_leaves=10
num_cat=0
split_feature=47 52 12 52 4 2 49 2 12
split_gain=3.3678e-05 7.2073e-05 8.22579e-05 0.000110193 0.00011916 7.98689e-05 0.000126665 0.000146884 1.91925e-05
threshold=0.13148500000000005 0.11434500000000002 0.097825000000000009 0.070205000000000017 -0.04890499999999999 0.089885000000000007 -0.047584999999999995 0.11215000000000001 0.10711000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7 -8 -4
right_child=-2 -3 8 -5 5 6 7 -9 -10
leaf_value=-0.0070914364213007439 -0.0046353234344900344 -0.0053983413187043668 0.0085006280435159388 0.0074694898291346387 -0.0037018671195633204 0.010462608205571182 0.0067214724118559088 -0.0072581384908351216 0.0033554402533234784
leaf_weight=0.0018502986752539511 0.0010253759340670557 0.0013399312297042035 0.001012937224289745 0.0011716126198746575 0.0018001416415530471 0.0011250893507608883 0.0010169852598934091 0.0011030195246171468 0.0010287610776490092
leaf_count=554 65 476 178 487 583 137 235 190 216
internal_value=0 0.000384012 0.00115047 -5.3634e-05 -0.00133188 0.00078039 0.00326682 -0.000551994 0.0059081
internal_weight=0 0.0114488 0.0101088 0.00806715 0.00689553 0.00504524 0.00324509 0.00212 0.0020417
internal_count=3121 3056 2580 2186 1699 1145 562 425 394
is_linear=0
shrinkage=0.0265331


Tree=2994
num_leaves=12
num_cat=0
split_feature=484 133 133 15 3 3 3 43 3 48 3
split_gain=0.000144245 0.000110407 0.000150984 0.000212256 0.000117582 0.000100881 0.000106882 0.000122976 0.000176478 0.000118553 0.000126756
threshold=-0.0068949999999999992 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 -0.077644999999999978 -0.13309499999999996 -0.077774999999999983 -0.074359999999999996 0.013900000000000001 0.086260000000000017 0.11658
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 -7 -8 -9 10 -10
right_child=1 -3 -4 4 -6 6 7 8 9 -11 -12
leaf_value=-0.0008487784211747483 0.00040122967594717954 -0.00068847113237756558 0.00047115705964506085 -0.00029602903437318253 -0.0011058715126205656 -0.00065501609788866713 0.0004600474595990493 -0.00083676840079541768 0.00074615409254550702 -0.00031618575089419233 -0.0001642313687883855
leaf_weight=0.0010745600579895051 0.0016329294542904863 0.001172746740054703 0.0015339135828810043 0.0015420857962070156 0.0010847198969534009 0.0011117826367472421 0.0014582916467383274 0.0010819844609651777 0.0011621171161539934 0.0019813101560721691 0.0010200193055849571
leaf_count=503 183 371 418 565 200 268 125 196 81 112 99
internal_value=0 -0.00013362 -8.58065e-05 -0.000156557 -0.000630447 -2.48089e-05 -0.000113823 -2.40687e-05 -0.000158659 1.75665e-05 0.000320603
internal_weight=0 0.0147819 0.0136092 0.0120752 0.00262681 0.00944843 0.00781551 0.00670372 0.00524543 0.00416345 0.00218214
internal_count=3121 2618 2247 1829 765 1064 881 613 488 292 180
is_linear=0
shrinkage=0.00188464


Tree=2995
num_leaves=13
num_cat=0
split_feature=484 15 49 0 1 42 124 43 403 16 52 15
split_gain=0.00019212 0.000119419 8.59389e-05 0.00019217 0.000255644 0.000152905 0.000163756 0.000191236 0.000274403 0.000196982 0.000244949 0.000223878
threshold=-0.0068949999999999992 -0.24436499999999997 -0.043469999999999995 -0.10474999999999998 0.097115000000000021 0.091545000000000015 -1.0000000180025095e-35 0.13895500000000002 0.03138500000000001 0.22339500000000004 0.0031350000000000002 -0.10091499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -4 8 9 10 11 -8
right_child=1 2 5 -5 -6 -7 7 -9 -10 -11 -12 -13
leaf_value=-0.00074254018587931593 0.00058085213015607827 -3.1225273495480379e-05 -0.00065939375721458854 -0.00030823439128095583 0.0011434418498565281 -0.00061654105667445253 0.00025872839619796382 0.00082922171090156081 0.00081044109005311846 -0.00087081920870001083 0.00054335439988836918 -0.00070647376914452378
leaf_weight=0.0011018852236473258 0.0012339601449990077 0.0012628810218957426 0.0010915967949334951 0.0013986981951091349 0.0011722708793146519 0.0015439750710377941 0.0013457518451482076 0.0010010925248597688 0.0011120061198979852 0.0010774311385698312 0.0016902260675023643 0.0019045463448268398
leaf_count=503 232 63 86 223 97 429 82 144 179 212 513 358
internal_value=0 3.9727e-05 -6.00624e-06 0.00022689 0.000534254 -8.89375e-05 -6.10755e-07 8.78311e-05 -1.62649e-05 -0.000169025 -1.59773e-05 -0.000306842
internal_weight=0 0.0158344 0.0146005 0.00383385 0.00243515 0.0107666 0.00922265 0.00813105 0.00712996 0.00601796 0.00494052 0.0032503
internal_count=3121 2618 2386 383 160 2003 1574 1488 1344 1165 953 440
is_linear=0
shrinkage=0.00181146


Tree=2996
num_leaves=8
num_cat=0
split_feature=4 42 43 4 52 49 0
split_gain=3.26348e-05 6.74655e-05 6.54019e-05 0.000111548 9.92087e-05 5.58946e-05 9.53277e-05
threshold=0.27287000000000006 0.091735000000000025 0.12450000000000001 0.055260000000000011 -0.088204999999999992 -0.0020949999999999996 -0.083914999999999976
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=-0.0043519735790288443 0.0027922933887831918 -0.0055025340684403358 0.0056975624983655925 -0.00593394383759224 -0.0010651578575687185 0.008754802559817771 0.00070965611830916099
leaf_weight=0.001558671749960521 0.001885822105799421 0.0013450062842480315 0.0010445067604079603 0.0017018765988421995 0.0016655468630195377 0.0014514037192456749 0.0018721483672629708
leaf_count=479 352 562 166 214 286 536 526
internal_value=0 -0.000570597 0.00014313 -0.00056013 0.000836615 0.00245761 0.00422299
internal_weight=0 0.0106392 0.00929415 0.00824965 0.00654777 0.0049891 0.00332355
internal_count=3121 2769 2207 2041 1827 1348 1062
is_linear=0
shrinkage=0.0235607


Tree=2997
num_leaves=11
num_cat=0
split_feature=43 42 3 4 133 48 16 51 16 16
split_gain=3.35691e-05 9.56092e-05 0.000160187 0.000129595 6.35447e-05 6.70114e-05 0.000136899 9.47314e-05 7.18041e-05 7.08219e-05
threshold=-0.052894999999999991 -0.095859999999999987 -0.077774999999999983 -0.083854999999999985 -0.0061299999999999992 0.086035000000000014 0.22339500000000004 0.088785000000000017 -0.008904999999999998 -0.11118499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -2 6 8 -7 9 -6
right_child=4 2 -4 -5 5 7 -8 -9 -10 -11
leaf_value=-0.0064198079708059448 -0.0079322891303520091 0.0062781141830412423 0.013242254377493587 -0.0083588262472978209 0.0069008649608897398 -0.01092691669976841 -0.0078814057819530468 0.001807276903007732 0.011947644674679899 -0.0040261215619011945
leaf_weight=0.0010145808528269013 0.001190466709619217 0.0012750181992659125 0.001276613821134026 0.0010796393743138944 0.0013060989235044907 0.0011155077283103026 0.0010173704789014299 0.0011431797796981752 0.0010347192171932564 0.0010216693468667504
leaf_count=163 747 187 444 641 177 99 144 98 128 293
internal_value=0 0.00201729 0.00437462 -0.000433103 -0.00131845 -0.000132412 0.00211057 -0.00448181 0.00513379 0.00210495
internal_weight=0 0.00464585 0.00363127 0.00235466 0.00782901 0.00663855 0.00437986 0.00225869 0.00336249 0.00232777
internal_count=3121 1435 1272 828 1686 939 742 197 598 470
is_linear=0
shrinkage=0.0310878


Tree=2998
num_leaves=10
num_cat=0
split_feature=49 42 1 15 16 0 4 0 4
split_gain=3.36295e-05 8.9965e-05 7.37006e-05 7.14599e-05 0.000147074 0.000110295 9.3843e-05 0.00011354 8.04842e-05
threshold=-0.043469999999999995 0.091545000000000015 0.097115000000000021 -0.037864999999999989 -0.056919999999999991 -0.14794999999999997 0.042705000000000007 -0.077999999999999986 -0.35136499999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 -2 7 -5 -9
right_child=1 -3 -4 6 -6 -7 -8 8 -10
leaf_value=-0.0012893234103213283 -0.0048572855809045652 -0.0067256522211779236 0.0063997297312686141 -0.0055921360928831336 -0.0098715284250222215 0.0061786681891499544 0.0086618629833708598 -0.00046444713015228955 0.0085282419898141514
leaf_weight=0.0016533123016081027 0.0010086674757839398 0.0013142932565826911 0.0013694722699036134 0.0012855137665077386 0.0011054281524070101 0.001181543199957632 0.0010302358394287392 0.0013878491775454194 0.0010507747091002429
leaf_count=211 84 614 214 831 393 360 53 175 186
internal_value=0 -0.000779459 0.0021942 0.000191352 -0.00258259 0.00109623 0.00211419 0.000302865 0.0034104
internal_weight=0 0.00936431 0.00302278 0.00805001 0.00329564 0.00219021 0.00475437 0.00372414 0.00243862
internal_count=3121 2696 425 2082 837 444 1245 1192 361
is_linear=0
shrinkage=0.0245125


Tree=2999
num_leaves=11
num_cat=0
split_feature=484 133 133 15 3 3 0 1 48 43
split_gain=0.000177475 0.000114463 0.0001256 0.00026399 0.000130034 0.000124732 0.000137326 0.000197856 0.000185917 6.7535e-05
threshold=-0.0068949999999999992 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 -0.077644999999999978 -0.13309499999999996 -0.13027499999999997 0.095285000000000022 0.086260000000000017 -0.076124999999999984
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 8 -8 -7 -9
right_child=1 -3 -4 4 -6 6 7 9 -10 -11
leaf_value=-0.00073517509248623386 0.00061310215063585451 -0.00051427503842478497 0.00056435917706433017 -0.00015416397917548236 -0.00099007822176449189 0.00072678609334422676 -0.0006662369553174501 -0.00017700362050157646 -9.0283592235672913e-05 0.00042792521812766145
leaf_weight=0.0010369636347420516 0.0016620575827027374 0.0011264539363631193 0.0015934618957679234 0.0014884573132566163 0.0010354509800536843 0.001835143125948277 0.0015740040836816596 0.0010970495134270198 0.0018201932530881315 0.0013518144661316222
leaf_count=503 183 371 418 565 200 132 395 93 97 164
internal_value=0 4.0414e-05 8.68436e-05 2.27091e-05 -0.000497104 0.000163172 6.5778e-05 -0.000165147 0.000319922 0.000156927
internal_weight=0 0.0145841 0.0134576 0.0118642 0.00252391 0.00934026 0.0076782 0.00402287 0.00365534 0.00244886
internal_count=3121 2618 2247 1829 765 1064 881 652 229 257
is_linear=0
shrinkage=0.00181146


Tree=3000
num_leaves=12
num_cat=0
split_feature=484 133 133 15 3 3 3 15 4 151 4
split_gain=0.000165218 0.000155645 0.000155844 0.00020359 0.000162542 0.000154238 0.000143218 0.000101572 0.000142786 8.19063e-05 0.000175704
threshold=-0.0068949999999999992 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 -0.077644999999999978 -0.13309499999999996 -0.077774999999999983 -0.016799999999999995 -1.0000000180025095e-35 -0.0083949999999999979 0.25615500000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 -7 8 -8 -10 -11
right_child=1 -3 -4 4 -6 6 7 -9 9 10 -12
leaf_value=-0.00068801150824850598 0.00062133022660596567 -0.00058715203224209329 0.00060333249995889139 -5.3579831842005207e-05 -0.00095125075335237479 -0.00056491550271314003 0.00052926738734810133 0.00053662632850665852 -0.00058019854244548282 -0.00033658700807129771 0.00058920794749362285
leaf_weight=0.0010560392338317568 0.0017395616462857226 0.0011553317677798188 0.0016510918193139755 0.0015869558729297946 0.0010618910671089249 0.0010766413509936748 0.0012718284162186832 0.0015190415469485824 0.0010496252115237709 0.0017686654547435748 0.0010191140578323047
leaf_count=503 183 371 418 565 200 268 145 95 80 144 149
internal_value=0 3.89096e-05 9.15353e-05 2.166e-05 -0.000413445 0.000143692 3.58541e-05 0.000133438 1.3565e-05 -0.000157354 1.85104e-06
internal_weight=0 0.0148997 0.0137444 0.0120933 0.00264885 0.00944448 0.00770492 0.00662827 0.00510923 0.0038374 0.00278778
internal_count=3121 2618 2247 1829 765 1064 881 613 518 373 293
is_linear=0
shrinkage=0.00177594


Tree=3001
num_leaves=13
num_cat=0
split_feature=484 457 41 4 12 16 160 15 133 49 13 43
split_gain=0.000155512 0.000102893 0.000103324 9.8167e-05 0.000149881 0.000112398 0.000155153 0.000147549 0.000191121 0.000164166 0.000115568 0.000103404
threshold=-0.0068949999999999992 -0.0029299999999999994 0.078475000000000017 0.24564500000000003 0.10645 -0.014034999999999997 -0.074254999999999988 -0.074054999999999996 0.039215000000000007 -1.0000000180025095e-35 -0.076599999999999988 -0.17390999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 7 -7 9 -9 -3 -8 -12
right_child=1 2 -4 -5 -6 6 10 8 -10 -11 11 -13
leaf_value=-0.00070802738399608673 -0.00051923656952575291 0.00082890534998569646 -0.00046611748356507258 0.00051912864946797267 -0.00061891376093108617 0.00089551732744324111 0.00060901194746092624 -0.00080324376802979789 0.00025287579292048335 -0.00022338973999169886 0.00033746367148039991 -0.00042557992953689818
leaf_weight=0.0010612522349581288 0.001088808175147748 0.0010283814885287956 0.0011207854806069137 0.0019564990167441716 0.0010424911256347877 0.001276013355424317 0.0012375256506716352 0.0015341709395322151 0.0010088168135022053 0.0010791707847769387 0.0011201012099153476 0.0014440669762340117
leaf_count=503 156 62 131 319 195 222 113 587 281 203 33 316
internal_value=0 3.86046e-05 8.24652e-05 0.000130774 6.02301e-05 0.000133008 0.000326877 -7.86689e-05 -0.000384276 0.000290078 0.000136017 -9.22609e-05
internal_weight=0 0.0149368 0.013848 0.0127272 0.0107707 0.00972825 0.00507771 0.00465054 0.00254299 0.00210755 0.00380169 0.00256417
internal_count=3121 2618 2462 2331 2012 1817 684 1133 868 265 462 349
is_linear=0
shrinkage=0.00188464


Tree=3002
num_leaves=13
num_cat=0
split_feature=484 43 403 1374 13 43 131 51 16 2 2 16
split_gain=0.000192893 0.000158453 0.000149266 0.000166669 0.000126397 0.000281426 0.000154147 0.000119846 0.000129774 0.000134256 0.000317313 9.68895e-05
threshold=-0.0068949999999999992 0.21122500000000002 -1.0000000180025095e-35 -0.08070999999999999 0.25761500000000009 -0.14968999999999996 0.079255000000000006 0.081440000000000026 -0.088394999999999987 0.084245000000000014 0.097220000000000015 -0.49446999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 7 8 11 -10 -11 -7
right_child=1 -3 3 4 -6 6 -8 -9 9 10 -12 -13
leaf_value=-0.00076134794265845596 -0.00059962109733471445 -0.00067512214363111471 -0.0005666647915512908 0.00094413940551714458 -0.00042613458973676165 0.00014040979921682396 -0.0004503174093579258 0.00069014824760696056 0.00076089759889579143 -0.00065403389630017345 0.00057536110873498568 -0.00055926650922345929
leaf_weight=0.0011257781355711238 0.0010323496721943966 0.0010183286102385712 0.0010850008265688707 0.0016736697418289195 0.0010514744218610228 0.0013788275991509363 0.0013693110363658589 0.0015083566281372477 0.0015004426659048871 0.001194857310707207 0.0017912198299941708 0.001324964081844889
leaf_count=503 687 185 58 108 54 157 260 201 145 285 284 194
internal_value=0 3.00414e-05 7.82014e-05 0.000128622 0.000187591 0.00024255 0.00012592 0.000216629 0.000117296 0.000309996 8.34275e-05 -0.000202459
internal_weight=0 0.0159288 0.0149105 0.0138781 0.0127931 0.0117416 0.010068 0.00869867 0.00719031 0.00448652 0.00298608 0.00270379
internal_count=3121 2618 2433 1746 1688 1634 1526 1266 1065 714 569 351
is_linear=0
shrinkage=0.00184769


Tree=3003
num_leaves=10
num_cat=0
split_feature=4 16 2 40 2 4 48 12 52
split_gain=3.58089e-05 5.53075e-05 9.89417e-05 0.000112609 0.000123854 9.93297e-05 0.000107337 6.74724e-05 5.92206e-05
threshold=0.27287000000000006 -0.36241499999999999 0.10981000000000002 -1.0000000180025095e-35 0.093175000000000022 0.071150000000000005 0.083985000000000018 0.084100000000000022 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 -5 -4
right_child=-2 2 8 4 -6 -7 -8 -9 -10
leaf_value=-0.0068505308781555809 0.0034836275159902271 -0.0099007515674188699 0.00046290786305786539 0.0017512475078905565 -0.0076627407947168621 0.0094569684602389611 0.0066090878798864905 -0.0072682878734430453 0.0098826852948505472
leaf_weight=0.0010461896523025213 0.0019105695200671942 0.0010941645824515097 0.0010224551357918086 0.0011618308596772753 0.0013598158442997225 0.0010856616364275373 0.0012614375025594314 0.0015150087318535285 0.0010967000445755715
leaf_count=139 352 163 224 247 432 34 191 1193 146
internal_value=0 -0.000702898 -3.27361e-05 -0.00155469 -0.000124185 0.00191626 -0.000162486 -0.00335353 0.00533781
internal_weight=0 0.0106433 0.00959707 0.00747792 0.00638375 0.00502394 0.00393828 0.00267684 0.00211916
internal_count=3121 2769 2630 2260 2097 1665 1631 1440 370
is_linear=0
shrinkage=0.0281572


Tree=3004
num_leaves=10
num_cat=0
split_feature=159 50 484 133 43 42 49 3 2
split_gain=3.55511e-05 5.68572e-05 7.05126e-05 8.90399e-05 0.000138339 0.000113421 8.56163e-05 9.73431e-05 0.0001507
threshold=-0.032739999999999991 0.088280000000000011 0.084040000000000017 0.094195000000000015 -0.074359999999999996 -1.0000000180025095e-35 -0.043469999999999995 0.11296500000000002 0.089885000000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -6 8 -8
right_child=1 -3 -4 -5 6 -7 7 -9 -10
leaf_value=-0.0048152642601096817 -0.0026674414448572318 0.0066470800323984525 0.0058917080587527759 -0.0086249365972082236 0.0020546796443732611 0.0087712693066997506 -0.008785526808114421 -0.012259034551746525 0.0054349477706677092
leaf_weight=0.0010924835729102514 0.0010184427255046048 0.0010109777497467861 0.0012667193787481894 0.0010489504686657441 0.0018100073649127474 0.0018798487284066977 0.001221273085311191 0.0010714740845552684 0.0010614644526527272
leaf_count=421 146 357 295 323 162 449 504 97 367
internal_value=0 0.000397861 -0.000210899 -0.00105931 -7.5008e-05 0.00475177 -0.00278392 -0.00539494 -0.00217306
internal_weight=0 0.0113892 0.0103782 0.00911146 0.00806251 0.00289829 0.00516422 0.00335421 0.00228274
internal_count=3121 2700 2343 2048 1725 595 1130 968 871
is_linear=0
shrinkage=0.0276051


Tree=3005
num_leaves=12
num_cat=0
split_feature=484 133 133 15 3 3 3 43 3 160 160
split_gain=0.000157038 0.00013593 0.000164405 0.0002242 0.000133404 9.86861e-05 0.000141984 0.00013042 0.000113648 8.54189e-05 0.000129228
threshold=-0.0068949999999999992 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 -0.077644999999999978 -0.13309499999999996 -0.077774999999999983 -0.074359999999999996 0.076840000000000006 0.086870000000000017 -0.030779999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 -7 -8 -9 10 -10
right_child=1 -3 -4 4 -6 6 7 8 9 -11 -12
leaf_value=-0.0006987915759630401 0.00054670374709308775 -0.00058261798935495561 0.00064472954003363622 -0.00012745810910187426 -0.00098703066382592507 -0.00055985599330274556 0.0006384954029084812 -0.00050397145467179617 -0.00020854850312604684 -0.00030214521641302994 0.00059421276839149474
leaf_weight=0.0010726452873374608 0.001692110835628923 0.0011287340905807393 0.0015812077616260472 0.0015296501683377765 0.0010324394294701786 0.0011026905378252504 0.0014854329665339085 0.0011188038694916105 0.0010457940453059179 0.0010161234454706403 0.0019822439395132917
leaf_count=503 183 371 418 565 200 268 125 205 94 37 152
internal_value=0 3.34963e-05 8.46817e-05 1.09182e-05 -0.000473838 0.00014244 5.4187e-05 0.000156031 1.72215e-05 0.000161408 0.000316963
internal_weight=0 0.0147152 0.0135865 0.0120053 0.00256209 0.0094432 0.00775109 0.0066484 0.00516297 0.00404416 0.00302804
internal_count=3121 2618 2247 1829 765 1064 881 613 488 283 246
is_linear=0
shrinkage=0.00184769


Tree=3006
num_leaves=14
num_cat=0
split_feature=484 15 42 1374 457 1 43 4 2 13 2 15 12
split_gain=0.000245813 0.000203342 0.0001348 0.000117767 0.000202803 0.000167818 0.000141016 0.000160602 0.000148245 0.000147825 0.000117579 7.14163e-05 4.53047e-05
threshold=-0.0068949999999999992 -0.24436499999999997 0.10256000000000001 -0.08070999999999999 0.087855000000000003 0.13756000000000004 -0.072864999999999985 0.055260000000000011 0.11293500000000002 -0.0034749999999999994 0.084245000000000014 -1.0000000180025095e-35 0.088305000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 9 8 11 10 -5 -8 -13
right_child=1 2 -4 4 -6 -7 7 -9 -10 -11 -12 12 -14
leaf_value=-0.00079637275425760348 0.00073682345653162506 -0.00053922826347018739 -0.00063146298017894209 0.00083055769285778579 0.00086757850947412026 0.0007131078153648023 0.00013355066225286384 -0.00069797508120239126 0.00055971434537604786 -0.00022918177923403395 2.9598289002674965e-05 -0.00064386191016658405 -0.00015247322342675873
leaf_weight=0.0012089945516407857 0.0013021205418865924 0.0010664715009371948 0.0010628195805760165 0.0014226782327724508 0.0010064572349434584 0.0010406068052914988 0.0012776296044541714 0.0016734700966454276 0.0010381527553379177 0.0015006820716908613 0.0010418096055869732 0.0012119395549481911 0.0012513908462057407
leaf_count=503 232 57 262 202 93 39 190 152 84 256 330 396 325
internal_value=0 5.09259e-05 -1.02714e-05 3.85203e-05 8.79516e-05 1.94722e-05 -4.98136e-05 -0.000215025 -4.5914e-05 0.000219038 0.000491969 -0.000213982 -0.000394233
internal_weight=0 0.0158962 0.0145941 0.0135313 0.0124648 0.0114584 0.0104178 0.00645258 0.00477911 0.00396517 0.00246449 0.00374096 0.00246333
internal_count=3121 2618 2386 2124 2067 1974 1935 1147 995 788 532 911 721
is_linear=0
shrinkage=0.00181146


Tree=3007
num_leaves=10
num_cat=0
split_feature=15 159 0 0 0 0 3 2 3
split_gain=3.7312e-05 4.85041e-05 7.91855e-05 0.000159667 0.000146374 6.93167e-05 5.74453e-05 0.000143007 4.37962e-05
threshold=0.091650000000000023 -0.032739999999999991 -0.077999999999999986 -0.053834999999999994 -0.10096999999999999 0.041630000000000007 0.12178000000000001 0.098035000000000011 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 6 -5 7 8 -3
right_child=-2 2 3 5 -6 -7 -8 -9 -10
leaf_value=-0.0045102238628251402 -0.0039115773449240106 -0.0045614769139685589 0.011250312215750881 -0.0037942214681412007 -0.0089627411134389334 0.0033952918081578149 -0.0039708205912777975 0.008865006821315231 0.0015716241851278661
leaf_weight=0.0010245423733509515 0.0012505146495902794 0.001079317923248807 0.0010604584960908895 0.0011935458488326815 0.0010285876974305682 0.0019782367627273053 0.0010950455629972489 0.0012095585260449501 0.0016110900555492726
leaf_count=315 497 146 286 208 1088 217 108 176 80
internal_value=0 0.000377822 0.000866131 0.00333596 -0.000869199 0.000689869 0.000797447 0.0021363 -0.000888808
internal_weight=0 0.0112804 0.0102558 0.00423224 0.0060236 0.00317178 0.00499501 0.00389997 0.00269041
internal_count=3121 2624 2309 711 1598 425 510 402 226
is_linear=0
shrinkage=0.0235607


Tree=3008
num_leaves=13
num_cat=0
split_feature=484 133 3 52 52 160 12 52 13 2 0 4
split_gain=0.000148234 0.000115959 0.000132193 7.91666e-05 0.000123073 9.01149e-05 0.000111131 0.000104174 9.38546e-05 0.000161415 0.000141271 7.56865e-05
threshold=-0.0068949999999999992 0.10622000000000002 0.16158000000000003 -0.24456499999999998 -0.090859999999999982 0.089640000000000011 0.091545000000000015 0.096795000000000006 -0.084034999999999985 0.093680000000000013 -0.12333499999999999 0.23246000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 8 -6 10 -10 -8
right_child=1 -3 -4 4 5 -7 11 -9 9 -11 -12 -13
leaf_value=-0.00069547704615194198 -0.00038409729968910493 -0.00054613639377211118 0.0007075700512869091 0.00069640087919218814 0.00054598442050330222 -0.00050511680841410314 -0.00059663123709759657 0.00065763349214285807 0.00074103154947417142 -0.00053741303616498207 -0.000207409972911084 7.3504823026267966e-05
leaf_weight=0.0010174576702684643 0.00140507184429113 0.0010815940545726493 0.0010639219030058591 0.0010089747891451678 0.0011258442946234879 0.0010064063140659179 0.0011666530584948636 0.001376415550610275 0.0010526289622134807 0.0014666355104373191 0.0010927357899679436 0.001135274862638723
leaf_count=503 297 371 142 173 290 100 315 232 39 156 432 71
internal_value=0 3.49853e-05 8.3707e-05 2.76319e-05 8.30894e-05 1.74158e-05 7.99002e-05 0.000210176 8.01823e-05 -6.50061e-05 0.000257945 -0.000266131
internal_weight=0 0.0139822 0.0129006 0.0118366 0.0104316 0.00942259 0.00841619 0.00611426 0.00473784 0.003612 0.00214536 0.00230193
internal_count=3121 2618 2247 2105 1808 1635 1535 1149 917 627 471 386
is_linear=0
shrinkage=0.00184769


Tree=3009
num_leaves=13
num_cat=0
split_feature=484 133 133 15 42 0 52 4 48 48 2 0
split_gain=0.000138 0.000136218 0.000156194 0.000171038 0.000151582 9.8606e-05 0.000192479 0.000202985 0.000167274 8.66042e-05 6.87513e-05 6.74665e-05
threshold=-0.0068949999999999992 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 0.085935000000000025 -0.13027499999999997 0.091275000000000009 0.09173000000000002 0.086260000000000017 0.10668000000000001 0.092365000000000017 -0.060129999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 8 7 11 10 -10 -2 -7
right_child=1 -3 -4 4 -6 6 -8 -9 9 -11 -12 -13
leaf_value=-0.00064851451811424692 0.0010507604202151012 -0.0005829478686466198 0.00061646802919417736 -0.00074142251546039295 0.00016696110497099896 -0.00096488557031734973 0.00046479963878033105 0.00022041554783118171 -0.00042027089898803943 0.00033273338015027659 0.00037937030907021687 -0.00030613968513801845
leaf_weight=0.001091853106574627 0.0010245034557405152 0.0011385711389896901 0.0016450831103365831 0.0016809439265883701 0.0010003791265786738 0.0011096092404464185 0.0017670670798975675 0.0016061745413014873 0.0010072299665715434 0.0010811380851749597 0.0010588730979109069 0.001017482234241487
leaf_count=503 48 371 418 501 264 279 155 190 62 52 95 183
internal_value=0 3.16444e-05 8.16324e-05 1.04092e-05 -0.000402512 0.000124881 -3.7594e-05 -0.000275392 0.000339099 -3.04442e-05 0.000709527 -0.000649778
internal_weight=0 0.0151371 0.0139985 0.0123534 0.00268132 0.00967208 0.00550033 0.00373327 0.00417174 0.00208837 0.00208338 0.00212709
internal_count=3121 2618 2247 1829 765 1064 807 652 257 114 143 462
is_linear=0
shrinkage=0.00184769


Tree=3010
num_leaves=8
num_cat=0
split_feature=3 39 457 2 3 0 43
split_gain=3.76197e-05 8.54586e-05 9.33546e-05 6.48718e-05 0.000184084 0.0001283 0.000102295
threshold=0.13524500000000003 0.091820000000000013 0.087995000000000004 0.086950000000000013 -0.10831999999999999 -0.17169499999999996 -0.074359999999999996
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=0.0041224020669993712 0.0031998734933565355 0.0061257085804254938 0.0048219154688617007 0.0021897511401424564 -0.0015045247032655347 -0.012516481694958378 -0.004043322390196156
leaf_weight=0.0019159138070000484 0.0018888677918837407 0.0010553390512919461 0.0013143347578834794 0.0016636063509955605 0.0010702204920085439 0.0017315433493761512 0.0019203017787537465
leaf_count=457 192 183 136 241 77 1100 735
internal_value=0 -0.000628233 -0.00136947 -0.00234971 -0.00439832 -0.00831012 3.48697e-05
internal_weight=0 0.0106713 0.00961592 0.00830159 0.00446537 0.00280176 0.00383622
internal_count=3121 2929 2746 2610 1418 1177 1192
is_linear=0
shrinkage=0.0250028


Tree=3011
num_leaves=12
num_cat=0
split_feature=484 133 133 15 3 3 3 43 151 1 1
split_gain=0.000141153 0.000136441 0.000138452 0.000193682 0.00014454 0.0001021 0.000119895 9.83758e-05 9.43184e-05 0.000182771 0.000208004
threshold=-0.0068949999999999992 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 -0.077644999999999978 -0.13309499999999996 -0.077774999999999983 -0.074359999999999996 -0.044604999999999992 0.095285000000000022 0.11181500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 -7 -8 -9 -10 -11
right_child=1 -3 -4 4 -6 6 7 8 9 10 -12
leaf_value=-0.00061735406900988892 0.00051650123707930296 -0.00055235472989321923 0.00055824891854812538 -6.8052392798834303e-05 -0.00090318607527333416 -0.00048118003660798709 0.00053323663929942392 -0.00042383327478418069 -0.00027785902101162791 0.0010268961333612524 2.6502349792118137e-06
leaf_weight=0.0010417733322225639 0.0016462640722902308 0.0010730185853021238 0.001559853364622864 0.0015044977067955772 0.0010087254474931029 0.0010729917385289001 0.0014132277447463292 0.0010792085052421015 0.0017253503272100104 0.0010332176135607121 0.0013104765700719598
leaf_count=503 183 371 418 565 200 268 125 87 200 60 141
internal_value=0 3.32644e-05 8.03206e-05 1.71105e-05 -0.000403248 0.000130943 4.78035e-05 0.000134308 2.4799e-05 0.000143787 0.000454189
internal_weight=0 0.0144268 0.0133538 0.011794 0.00251322 0.00928074 0.00763447 0.00656148 0.00514825 0.00406904 0.00234369
internal_count=3121 2618 2247 1829 765 1064 881 613 488 401 201
is_linear=0
shrinkage=0.00170698


Tree=3012
num_leaves=12
num_cat=0
split_feature=484 133 133 15 3 3 3 15 15 4 2
split_gain=0.000113502 0.000126168 0.000159661 0.000178365 0.000153853 0.000113633 0.000141289 0.000101066 0.000128033 0.00017371 8.46051e-05
threshold=-0.0068949999999999992 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 -0.077644999999999978 -0.13309499999999996 -0.077774999999999983 -0.016799999999999995 -0.074054999999999996 1.0000000180025095e-35 0.10402500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 -7 8 9 -8 -11
right_child=1 -3 -4 4 -6 6 7 -9 -10 10 -12
leaf_value=-0.00058140041153111565 0.00052009198328275869 -0.00054857979538931224 0.00059262550222565695 -5.8443832826183928e-05 -0.00092875807119492616 -0.00055463636565812049 0.00077798099062619864 0.0005157710106685028 -0.00048024898130845595 -0.00036106622194973382 0.00024874530767479523
leaf_weight=0.0010543241828882442 0.0017523190682794598 0.001133443846177082 0.0016150917114846402 0.0015952754556848264 0.0010705574106901132 0.0011520069467546327 0.0010519712754880573 0.001553720751250591 0.0013121851290790959 0.0014806317548627891 0.0013923531330563739
leaf_count=503 183 371 418 565 200 268 105 95 106 163 144
internal_value=0 2.12843e-05 6.74995e-05 -1.11344e-06 -0.000407949 0.000110752 2.04451e-05 0.000118002 -5.10238e-09 0.000160549 -6.55293e-05
internal_weight=0 0.0151096 0.0139761 0.012361 0.00266583 0.00969519 0.00794287 0.00679086 0.00523714 0.00392496 0.00287298
internal_count=3121 2618 2247 1829 765 1064 881 613 518 412 307
is_linear=0
shrinkage=0.00177594


Tree=3013
num_leaves=11
num_cat=0
split_feature=124 48 2 52 150 159 13 2 1 43
split_gain=4.02335e-05 4.6336e-05 0.000101023 0.000111727 0.000101344 0.000104443 0.000142633 0.000144028 6.0139e-05 5.19828e-05
threshold=-0.043384999999999993 0.11951500000000001 0.11293500000000002 0.10160000000000001 0.086845000000000019 0.082585000000000006 1.0000000180025095e-35 0.089885000000000007 0.10781 -0.0030899999999999994
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 9 -4 -2
right_child=1 -3 8 -5 -6 -7 -8 -9 -10 -11
leaf_value=0.0055525368593825012 0.0064178816944627827 -0.0065854880068589696 0.00073947369032278986 -0.0095535831612183382 -0.0085802864567310656 -0.0070147182825163789 -0.0051342366955368195 0.014074296723392969 0.010957080351343775 -0.0023926539606895919
leaf_weight=0.0010440353549746829 0.0011570570698749691 0.0010411475608346253 0.0010066947319302888 0.0012802337262606692 0.0010434960488696892 0.0010648768850200149 0.0013280019441815026 0.0013485610591964219 0.0010515820478239676 0.001237261201151453
leaf_count=259 572 97 182 463 191 276 302 291 194 294
internal_value=0 -0.000572425 2.2805e-05 -0.0014217 2.84129e-05 0.00149248 0.00327897 0.00626405 0.00595969 0.00186505
internal_weight=0 0.0115589 0.0105178 0.00845949 0.00717925 0.00613576 0.00507088 0.00374288 0.00205828 0.00239432
internal_count=3121 2862 2765 2389 1926 1735 1459 1157 376 866
is_linear=0
shrinkage=0.0298806


Tree=3014
num_leaves=13
num_cat=0
split_feature=484 133 3 48 4 12 52 16 4 43 48 4
split_gain=0.000150517 0.000137721 0.000123316 0.000154986 0.000112687 0.000144643 0.000130488 0.000163637 0.000119555 0.000103383 0.000142166 7.6364e-05
threshold=-0.0068949999999999992 0.10622000000000002 0.16158000000000003 0.11951500000000001 0.40473500000000007 0.098810000000000023 -0.38533999999999996 0.0065250000000000004 -0.10429499999999998 -0.0037449999999999996 0.086260000000000017 -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 -2 9 -9 -8 11 -11
right_child=1 -3 -4 -5 -6 -7 7 8 -10 10 -12 -13
leaf_value=-0.00071478406930404633 -0.00052652917040069678 -0.00060787309863736768 0.00069710286290837898 -0.00068496971834508731 0.00062281844644482905 -0.00056275687867655391 -0.00036325107067576947 0.00023797255836672024 0.0010815252062486636 0.00069851885440803854 -0.00038338837459290468 4.4593259518769367e-05
leaf_weight=0.0010671465951524973 0.0010466390956765945 0.0011489034052689301 0.0011172380444547389 0.0010273026370013491 0.0013201999956478023 0.0013412065522427742 0.0018297760270512037 0.0014449361109512004 0.0010886487462119111 0.0016019415718904681 0.0011241366154562116 0.0011222177678329704
leaf_count=503 213 371 142 63 191 229 794 95 83 271 68 98
internal_value=0 3.2064e-05 8.43402e-05 3.1463e-05 9.32089e-05 2.72445e-05 0.000112715 0.000194192 0.000600436 1.29235e-05 0.000191786 0.000429134
internal_weight=0 0.0152131 0.0140642 0.012947 0.0119197 0.0105995 0.0092583 0.00821166 0.00253358 0.00567807 0.0038483 0.00272416
internal_count=3121 2618 2247 2105 2042 1851 1622 1409 178 1231 437 369
is_linear=0
shrinkage=0.00192234


Tree=3015
num_leaves=14
num_cat=0
split_feature=484 43 42 48 4 0 0 43 1 151 43 13 16
split_gain=0.000165855 0.000137266 0.00016644 0.000163733 0.000189423 0.000199706 0.000120043 0.000178475 0.000116495 0.000145374 0.00019662 0.000113296 6.74128e-05
threshold=-0.0068949999999999992 0.21122500000000002 -0.11466499999999999 0.12737000000000001 0.40473500000000007 -0.23051499999999997 0.041630000000000007 0.055925000000000009 0.077565000000000009 -0.016164999999999995 -0.074359999999999996 -0.092534999999999992 0.0039400000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 8 -8 12 -10 -11 -12 -7
right_child=1 -3 3 -5 -6 6 7 -9 9 10 11 -13 -14
leaf_value=-0.0007104517582981598 -0.00066315952157620678 -0.00064525814597671477 0.0009395516997577557 -0.00057621531925597933 0.00087277452039098897 -0.00081190752427100958 -3.4819674718351699e-05 0.0010127016092347958 0.0006131795665245336 0.00038812916670815414 0.0001181707632391967 -0.00067894596666174384 -0.00011364210549290722
leaf_weight=0.0011717043516057289 0.0010266502280683642 0.0010169730164559165 0.00100171870410293 0.0010933474165905422 0.0013762282977146439 0.0010347991941597817 0.0013988634068733069 0.0010538643902435751 0.0013760756725340051 0.0018907325609979417 0.0010002012000740745 0.0019310791136957373 0.0010092356914484077
leaf_count=503 139 185 39 71 253 839 166 24 167 195 73 279 188
internal_value=0 3.84751e-05 8.42427e-05 0.000138409 0.000198176 0.000118803 4.19282e-05 0.000415269 -6.91723e-05 6.20717e-05 -9.51999e-05 -0.000406957 -0.000467141
internal_weight=0 0.0162098 0.0151928 0.0141661 0.0130728 0.0116966 0.0106949 0.00245273 0.00824212 0.00619809 0.00482201 0.00293128 0.00204403
internal_count=3121 2618 2433 2294 2223 1970 1931 190 1741 714 547 352 1027
is_linear=0
shrinkage=0.00192234


Tree=3016
num_leaves=10
num_cat=0
split_feature=15 15 131 49 15 13 1 4 13
split_gain=3.42008e-05 9.22304e-05 6.68016e-05 7.43348e-05 7.95288e-05 9.91507e-05 6.73663e-05 0.000165609 6.18754e-05
threshold=-0.24436499999999997 -0.11713499999999999 0.088495000000000004 0.0043850000000000009 -0.090644999999999989 -0.095304999999999987 0.080585000000000004 0.0067750000000000006 0.0076650000000000008
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 8 -8 -7
right_child=1 2 -4 -5 5 6 7 -9 -10
leaf_value=0.0039839128393640323 -0.0074879544819176722 0.0048186615514101928 -0.0055668088783157477 0.0070150552833453247 0.0035176074713965601 0.0044927892900441576 -0.012704185099267818 -0.00026022372523334887 -0.0040112572939333393
leaf_weight=0.0011472115694775567 0.0010208416774102396 0.0017168061377514365 0.0010722477952677814 0.0010570666787647039 0.0019665524801430294 0.0010369844378273361 0.0011338907703469688 0.0014831213078995101 0.0010195402158055223
leaf_count=253 231 139 372 452 183 750 468 102 171
internal_value=0 -0.00045443 0.000230289 0.000890577 0.00011589 -0.00110002 -0.00304305 -0.0056519 0.000276833
internal_weight=0 0.0115071 0.0104862 0.00941396 0.0083569 0.00664009 0.00467354 0.00261701 0.00205652
internal_count=3121 2868 2637 2265 1813 1674 1491 570 921
is_linear=0
shrinkage=0.0245125


Tree=3017
num_leaves=12
num_cat=0
split_feature=484 133 3 48 12 2 150 48 15 3 52
split_gain=0.000158818 0.000111182 0.000166067 0.000131707 0.000124079 0.000183469 0.000131812 0.000117498 0.000168754 0.000192752 8.34389e-05
threshold=-0.0068949999999999992 0.10622000000000002 0.16158000000000003 0.11951500000000001 0.098810000000000023 0.113445 0.088380000000000014 0.083985000000000018 -0.016799999999999995 -0.011549999999999998 0.0031350000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 8 -2 10 -10
right_child=1 -3 -4 -5 -6 -7 -8 -9 9 -11 -12
leaf_value=-0.00085512026566350835 -0.00061606761838591093 -0.00069000697530369431 0.00061630823926409604 -0.0007795957778829731 -0.00054756494752277915 0.00065303717894536241 -0.00066889210583575436 0.00041614158797802285 -0.000459487668370156 0.00075337430869960897 0.00021121259610516513
leaf_weight=0.0010969738242576485 0.0017273133867516731 0.0011014758421735724 0.001077277681261867 0.0010097166156204382 0.0016704868649887921 0.0012671918565424828 0.0011973442963752363 0.0017081446128017555 0.001541277537474752 0.0010495181812488724 0.0010748524356808502
leaf_count=503 324 371 142 63 269 171 177 226 321 83 471
internal_value=0 -0.000125836 -7.91942e-05 -0.000140378 -8.29359e-05 -1.79582e-06 -0.00010179 -6.1691e-06 -0.00013993 8.44337e-05 -0.000183927
internal_weight=0 0.0144246 0.0133231 0.0122458 0.0112361 0.00956564 0.00829845 0.00710111 0.00539296 0.00366565 0.00261613
internal_count=3121 2618 2247 2105 2042 1773 1602 1425 1199 875 792
is_linear=0
shrinkage=0.00184769


Tree=3018
num_leaves=10
num_cat=0
split_feature=124 151 1 16 1 3 2 43 2
split_gain=3.79304e-05 4.28508e-05 7.36369e-05 0.000125033 0.000115419 8.14705e-05 7.76642e-05 0.000126214 8.1097e-05
threshold=-0.043384999999999993 -0.083274999999999988 0.104035 -0.071854999999999988 0.090840000000000018 0.10732000000000001 0.092365000000000017 0.07827000000000002 0.086590000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 6 -5 8 -8 -3
right_child=1 2 3 5 -6 -7 7 -9 -10
leaf_value=0.0040418984195589218 -0.0043591209704491856 -0.0012382631433670358 0.0067294104687055222 0.0026020716927098175 -0.0081200539705136368 -0.0059415453782919198 -0.0083939050700571703 0.0023754001389164718 0.0065285697079147465
leaf_weight=0.0010484291573828819 0.0012828400218466195 0.0014485092204622122 0.0018560517193100929 0.0013020559727459631 0.0011209113956550804 0.0010214008570041955 0.0011612346968677286 0.0010744947948784834 0.0013156080965728656
leaf_count=259 303 685 240 177 310 60 488 123 476
internal_value=0 -0.000456179 2.991e-05 0.00234704 -0.00155232 -0.00115374 -7.99095e-05 -0.00321816 0.00245844
internal_weight=0 0.0115831 0.0103003 0.00417951 0.00612076 0.00232346 0.00499985 0.00223573 0.00276412
internal_count=3121 2862 2559 477 2082 237 1772 611 1161
is_linear=0
shrinkage=0.0226458


Tree=3019
num_leaves=9
num_cat=0
split_feature=41 3 1 15 16 12 3 133
split_gain=3.57773e-05 5.82289e-05 6.4024e-05 0.00011659 9.10691e-05 8.8562e-05 9.48495e-05 7.35583e-05
threshold=1.0000000180025095e-35 -0.12018999999999998 0.094385000000000011 -0.0058549999999999991 -0.27167499999999994 0.051320000000000005 0.12178000000000001 0.076280000000000014
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=0.0061867474989874072 -0.0058499284648759024 -0.010099306111555455 -0.0058390804152339279 -0.0042560879228077065 0.012878581253641243 -0.0030245187191325468 0.00084418147803170032 0.0056932155332558698
leaf_weight=0.0015762660148786337 0.0010409994729639041 0.001668429959680146 0.0011931088545089263 0.0016277519098109965 0.0015387957282710033 0.0011908836488135933 0.001234964523668447 0.0014879895541178901
leaf_count=221 173 895 214 731 218 216 115 338
internal_value=0 0.000411271 -0.000504416 -0.00319938 0.00199535 0.00435302 0.00752049 0.000495417
internal_weight=0 0.0115182 0.00994192 0.00478417 0.00515775 0.00396464 0.00277376 0.00311574
internal_count=3121 2948 2727 1964 763 549 333 1069
is_linear=0
shrinkage=0.0323437


Tree=3020
num_leaves=13
num_cat=0
split_feature=484 15 11 457 48 0 15 42 15 1 2 3
split_gain=0.000165331 0.000124795 0.000129222 0.000147655 0.000191271 0.000170173 0.000121732 0.000167415 0.000210037 0.000168148 0.000141651 0.000127775
threshold=-0.0068949999999999992 -0.24436499999999997 0.079915000000000014 -0.0029299999999999994 0.016865000000000002 -0.20211999999999997 0.091650000000000023 0.086325000000000013 -0.016799999999999995 0.08844500000000001 0.097220000000000015 -0.078244999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 -6 7 8 -5 10 -10 -9
right_child=1 2 -4 4 5 -7 -8 11 9 -11 -12 -13
leaf_value=-0.00068020741286976317 0.00059448780779482538 -0.00061732917409862474 -0.00061264582819824077 -0.00036732086867990587 -2.6831222728280061e-05 0.00080920598411790448 -0.00062416046567508759 -0.00079369595979318099 -0.00022022321401861224 0.00095182456651775695 0.0006012905253425018 8.2308390784979502e-05
leaf_weight=0.0011227444618383776 0.001225117582590936 0.0010301431572116724 0.0010725335791091787 0.0015455516055592356 0.001348321094049254 0.0019606084123980011 0.0010398586451311779 0.0011808189529308876 0.0014732317994051317 0.0013090413776678661 0.0012933824781118375 0.0010169123839326223
leaf_count=503 232 147 155 283 40 344 381 302 464 114 34 122
internal_value=0 3.9665e-05 -7.9667e-06 4.11729e-05 9.6923e-05 0.000468538 -4.18822e-05 3.55563e-05 0.000201295 0.000416923 0.000163832 -0.00038836
internal_weight=0 0.0154955 0.0142704 0.0131979 0.0121677 0.00330893 0.0088588 0.00781894 0.00562121 0.00407566 0.00276661 0.00219773
internal_count=3121 2618 2386 2231 2084 384 1700 1319 895 612 498 424
is_linear=0
shrinkage=0.00181146


Tree=3021
num_leaves=10
num_cat=0
split_feature=474 160 133 151 4 13 43 0 2
split_gain=3.55714e-05 0.000122854 0.000116765 8.3754e-05 0.000136388 0.000103107 0.000185896 7.70896e-05 0.00011113
threshold=0.084660000000000027 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 0.24564500000000003 -0.0030199999999999997 -0.074359999999999996 -0.019414999999999998 0.086885000000000004
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5 8 -7
right_child=-2 2 3 4 -6 7 -8 -9 -10
leaf_value=-0.0067131482976194 0.0044111902311477769 -0.0072460203000516647 -0.0035784102698114047 0.013801974616779272 0.011541597006504197 -0.010605819597899269 -0.00049042641867293277 0.0041247062398899331 0.0010433275706936943
leaf_weight=0.0018157249462304884 0.0010905116169636605 0.0011173378758708519 0.0016448114956261846 0.0010373741474903986 0.0010592550818788824 0.0010401947447375853 0.0015152709912211204 0.0010594389033102827 0.0011859044472194626
leaf_count=736 344 707 270 199 169 111 316 99 170
internal_value=0 -0.000505091 0.000661846 0.00169621 0.00295403 0.00139594 0.00531789 -0.00165116 -0.0044
internal_weight=0 0.0114753 0.00965959 0.00854225 0.00689744 0.00583818 0.00255265 0.00328554 0.0022261
internal_count=3121 2777 2041 1334 1064 895 515 380 281
is_linear=0
shrinkage=0.0260129


Tree=3022
num_leaves=10
num_cat=0
split_feature=1 0 133 52 52 52 1 0 0
split_gain=3.8813e-05 0.000119185 7.01232e-05 5.91017e-05 8.27826e-05 6.28435e-05 7.58935e-05 0.000100556 3.23174e-05
threshold=0.077565000000000009 -0.059114999999999994 1.0000000180025095e-35 -0.28430999999999995 -0.081429999999999989 -0.0064899999999999992 0.096125000000000016 -0.10324499999999999 -0.18113999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 -6 -7 8 -8
right_child=3 2 -4 4 5 6 7 -9 -10
leaf_value=-0.0099736787588932153 -0.0057376989435585467 0.0058271371020964515 -0.0046303096199908095 0.0093443892833606091 -0.0043282478862847404 0.0076441886965606413 0.0001429570594279196 -0.0067876449182429251 0.0076126658854894979
leaf_weight=0.0012900555837109303 0.0010308820412676242 0.0013345356603144897 0.0010026634452153477 0.0011325521219322041 0.0017125404681826049 0.0016096320660334562 0.0010454494005847081 0.0012917457795339187 0.0010233481576784687
leaf_count=1460 170 97 79 240 235 367 88 283 102
internal_value=0 -0.00268322 0.00134087 0.000987107 0.00187415 0.000608133 0.00230903 -0.000246404 0.00383791
internal_weight=0 0.00362725 0.0023372 0.00884615 0.00781527 0.00668272 0.00497018 0.00336054 0.0020688
internal_count=3121 1636 176 1485 1315 1075 840 473 190
is_linear=0
shrinkage=0.0298806


Tree=3023
num_leaves=13
num_cat=0
split_feature=484 133 133 15 3 0 48 52 1 47 48 2
split_gain=0.000172202 0.000144424 0.000172019 0.000191872 0.000136929 0.000114013 0.000166327 0.000161284 0.000180618 0.000175085 8.06406e-05 7.71186e-05
threshold=-0.0068949999999999992 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 -0.077644999999999978 -0.13027499999999997 0.086260000000000017 0.091275000000000009 0.095285000000000022 0.096850000000000006 0.10668000000000001 0.092365000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 11 8 -7 -10 -8 -2
right_child=1 -3 -4 4 -6 7 10 -9 9 -11 -12 -13
leaf_value=-0.00073551741637039811 0.0011198128214712415 -0.00060801369832741989 0.00064972049993388748 -8.8567196009951794e-05 -0.00097002078763182037 -0.00076304905306283962 -0.00038626770781864959 0.00042479916663730672 0.00066531659901366885 -0.00036434211185773437 0.00035396714465032742 0.00039270059799784499
leaf_weight=0.0010959634056200212 0.0010134134080508859 0.0011390919736544896 0.0017119664017053006 0.0015595535067195203 0.0010456909528686186 0.0015201464463977538 0.0010150214527473445 0.0018159669340363366 0.0010086248676166708 0.0014017911347923295 0.0010777613013841503 0.0010600438860494804
leaf_count=503 48 371 418 565 200 347 62 155 249 56 52 95
internal_value=0 3.7711e-05 8.94004e-05 1.27709e-05 -0.000442364 0.000132388 0.000369766 -3.97112e-05 -0.000254321 6.65127e-05 -5.05448e-06 0.000748081
internal_weight=0 0.0153691 0.01423 0.012518 0.00260524 0.00991277 0.00416624 0.00574653 0.00393056 0.00241042 0.00209278 0.00207346
internal_count=3121 2618 2247 1829 765 1064 257 807 652 305 114 143
is_linear=0
shrinkage=0.00188464


Tree=3024
num_leaves=9
num_cat=0
split_feature=11 48 0 42 1 15 3 13
split_gain=3.56294e-05 5.7214e-05 0.000130376 8.03394e-05 0.000102016 9.29752e-05 8.82256e-05 8.57295e-05
threshold=0.081005000000000008 0.016865000000000002 -0.20211999999999997 0.086325000000000013 0.098420000000000021 -0.016799999999999995 0.10542000000000001 -0.0034749999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 -1 7 -7
right_child=-2 2 -4 4 -6 6 -8 -9
leaf_value=-0.0040761915826243739 -0.0045639365050958508 -0.00200177345801196 0.0079114780750832794 -0.010326656151811948 0.00083365559325036072 0.0052309509274421195 0.007911819913118812 -0.0041348643342037873
leaf_weight=0.0018173854168220278 0.0010480577635031676 0.0016796145393438433 0.001774441648692956 0.0011305294090620274 0.0010074098898350734 0.0011470965912883705 0.0014473487651769368 0.0014256468264882273
leaf_count=501 182 82 497 762 194 489 71 343
internal_value=0 0.000349114 0.00309093 -0.000838333 -0.00506785 0.000710701 0.00287474 4.10262e-05
internal_weight=0 0.0114295 0.00345406 0.00797542 0.00213794 0.00583748 0.00402009 0.00257274
internal_count=3121 2939 579 2360 956 1404 903 832
is_linear=0
shrinkage=0.0255028


Tree=3025
num_leaves=10
num_cat=0
split_feature=15 47 43 484 12 13 4 15 13
split_gain=3.55751e-05 4.14559e-05 6.51934e-05 0.000108834 0.000105701 9.86303e-05 9.97472e-05 0.000121817 3.22866e-05
threshold=0.091650000000000023 0.13148500000000005 -0.14968999999999996 0.085515000000000022 0.092355000000000007 -0.084034999999999985 0.0061450000000000003 -0.095869999999999983 -0.11122999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 8 -7 -8 -4
right_child=-2 -3 3 -5 -6 6 7 -9 -10
leaf_value=0.0055239676945321907 -0.0041843483245080889 -0.004522936941009777 0.001651137998291265 0.0072196600853991887 -0.0069902232070452276 -0.0069918377858455075 -0.004566533453743438 0.0076563874894666241 0.0079804200414248395
leaf_weight=0.0016502697252142621 0.001224503528474064 0.001014074219434005 0.0010358235522872523 0.0011675428381719569 0.0015871409879877427 0.0015517129298932833 0.0010655984266843448 0.0010557158841775149 0.0010612506060336223
leaf_count=222 497 65 150 296 462 713 168 98 450
internal_value=0 0.000394249 0.000884309 -1.38584e-05 -0.00116177 0.000441425 -0.00207797 0.00151646 0.00485415
internal_weight=0 0.0111891 0.0101751 0.00852479 0.00735724 0.0057701 0.00367303 0.00212131 0.00209707
internal_count=3121 2624 2559 2337 2041 1579 979 266 600
is_linear=0
shrinkage=0.0255028


Tree=3026
num_leaves=15
num_cat=0
split_feature=147 484 48 0 150 133 133 0 16 52 1 12 3 16
split_gain=0.000139644 0.000179529 0.00017935 0.000206516 0.000267737 0.000192557 0.000218594 0.0001272 0.000190904 0.000207166 0.000122392 9.99253e-05 8.46264e-05 6.06652e-05
threshold=0.088610000000000008 -0.0068949999999999992 0.12737000000000001 -0.23091999999999999 0.089910000000000018 0.10622000000000002 0.083950000000000011 -0.14001499999999997 0.0065250000000000004 -0.24164999999999998 0.095285000000000022 0.091545000000000015 -0.077774999999999983 -0.095964999999999981
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 13 10 -10 -9 -11 -12 -5
right_child=-2 2 -4 4 -6 -7 -8 8 9 11 12 -13 -14 -15
leaf_value=-0.00074512257664795841 0.00061791102774945254 0.00079493813248578322 -0.00071187328432943426 0.00070538285007854386 -0.00085592007333009669 -0.00063636595888908365 0.00072955935520395388 -0.00069426308118224352 -0.00042583312699287989 0.00084864611521962832 -0.00040847698486687285 0.00011609364039616555 0.00029121366796672362 0.00011311216560037538
leaf_weight=0.0010582151498145917 0.0010021137767185278 0.0010391276913779253 0.0010091839342934216 0.0010395946971588008 0.0010469481760804001 0.0010856725018335784 0.0015875291766038998 0.0017024850444487061 0.0010234120721687818 0.001247556661725914 0.001070212668376036 0.0010309846088543094 0.0010267833964754461 0.0010576476094708021
leaf_count=491 127 39 71 85 183 350 332 833 187 109 59 71 110 74
internal_value=0 -5.20557e-05 -3.05404e-06 4.81948e-05 -1.18696e-05 6.25649e-05 0.000132915 2.99446e-05 -8.13208e-05 0.000224904 -0.000347446 0.000517184 -6.5877e-05 0.000406698
internal_weight=0 0.0160254 0.0149671 0.013958 0.0129188 0.0118719 0.0107862 0.00919868 0.00710143 0.00330195 0.00379948 0.00227854 0.002097 0.00209724
internal_count=3121 2994 2503 2432 2393 2210 1860 1528 1369 367 1002 180 169 159
is_linear=0
shrinkage=0.00174112


Tree=3027
num_leaves=14
num_cat=0
split_feature=484 133 3 48 0 52 15 47 3 4 13 4 12
split_gain=0.000133232 0.000122675 0.000141125 0.00013255 0.000128343 0.000188492 0.000114035 0.000178027 0.000114083 0.000108091 0.000123696 0.000193843 0.000182329
threshold=-0.0068949999999999992 0.10622000000000002 0.16158000000000003 0.11951500000000001 -0.17169499999999996 -0.066844999999999988 -0.11713499999999999 0.085270000000000026 -0.0087149999999999988 -0.35136499999999998 -0.095304999999999987 -0.0024449999999999997 0.085885000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -6 9 -9 -8 -11 12 -12
right_child=1 -3 -4 -5 6 -7 7 8 -10 10 11 -13 -14
leaf_value=-0.00060502055308601205 -4.8491587251651625e-05 -0.0005395314668229593 0.00067509738172174356 -0.00058975453626027919 -0.00051042590076297658 0.00093634023349883585 -0.0005353904586794222 0.00093361701595092795 0.00011000121606673751 0.00055794673742474835 0.00068321196056110426 -0.00075511813094603563 -0.00029681945367299596
leaf_weight=0.001158302789838187 0.0012905834547094486 0.0011439234211020654 0.0011871466567953117 0.0010647998765982445 0.0013334174225941098 0.001260630357180389 0.0014261548340243338 0.0010499381395791645 0.0011633068357670417 0.0011252749186577925 0.0011457494109590191 0.0011225973283774202 0.0013651076175848248
leaf_count=503 40 371 142 63 250 84 154 102 31 104 336 265 676
internal_value=0 3.16276e-05 7.65794e-05 2.33466e-05 7.64967e-05 0.000438143 -1.83122e-05 5.98234e-05 0.000500715 -9.79486e-05 3.31494e-05 -0.000129379 0.000150387
internal_weight=0 0.0156786 0.0145347 0.0133476 0.0122828 0.00255121 0.00973155 0.00839813 0.00221324 0.00618488 0.00475873 0.00363345 0.00251086
internal_count=3121 2618 2247 2105 2042 124 1918 1668 133 1535 1381 1277 1012
is_linear=0
shrinkage=0.00181146


Tree=3028
num_leaves=10
num_cat=0
split_feature=1 0 15 15 3 2 1 133 16
split_gain=3.65547e-05 0.000108134 6.34032e-05 0.000119938 0.000112168 0.000112759 6.00131e-05 5.74117e-05 4.11589e-05
threshold=0.077565000000000009 -0.059114999999999994 1.0000000180025095e-35 -0.016799999999999995 0.097915000000000016 0.089885000000000007 0.11414000000000001 1.0000000180025095e-35 -0.069894999999999985
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 8 -6 -3 -2
right_child=2 7 -4 -5 6 -7 -8 -9 -10
leaf_value=-0.0093507676978002718 -0.0048076446519023869 0.0051747892152239393 -0.0037598885261754338 0.011086424800349545 -5.0962603743691554e-05 0.0099657483511592961 -0.010039824414813733 -0.0040913104843846009 0.0030698532113714841
leaf_weight=0.0012898827828471326 0.0010283079587531667 0.0013411210359083323 0.0019203133908785898 0.0011087453895547179 0.0010613895406343943 0.0014570056531939004 0.0010048375775641438 0.0010029847271294976 0.0012748962053734884
leaf_count=1460 166 97 433 224 76 240 136 79 210
internal_value=0 -0.0025385 0.000950769 0.00225512 0.000574566 0.00358761 -0.0049087 0.00121005 -0.000447201
internal_weight=0 0.00363399 0.0088555 0.00693518 0.00582644 0.00376021 0.00206623 0.00234411 0.0023032
internal_count=3121 1636 1485 1052 828 616 212 176 376
is_linear=0
shrinkage=0.0292947


Tree=3029
num_leaves=12
num_cat=0
split_feature=484 133 133 15 15 12 151 12 52 4 2
split_gain=0.000157866 0.000153275 0.000142101 0.000184887 0.000146728 0.000106493 0.000129494 0.000198787 0.000188152 0.000346392 0.000127533
threshold=-0.0068949999999999992 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 0.090455000000000021 -0.040564999999999997 -0.044604999999999992 0.095330000000000012 -0.0064899999999999992 0.0061450000000000003 0.10045500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 -7 8 9 -8 -10
right_child=1 -3 -4 4 -6 6 7 -9 10 -11 -12
leaf_value=-0.00070595025239719689 -0.00037879009802219539 -0.00063135859909227096 0.00061120683825873325 -0.00097846130862593614 -6.6083437834486803e-05 -0.00025168090420559137 -0.00060625436848541251 -0.00025158108543076794 0.0005028354863504459 0.00082301881072136733 0.0013286052500671715
leaf_weight=0.0010977770964633133 0.0012250171580681793 0.0011353344246043525 0.0016324010279362778 0.0010300794340379095 0.0015962491241904827 0.0016811124648815172 0.0011693727311366941 0.0015786725335548953 0.001566728325183077 0.0012419192418437347 0.0011532992589414325
leaf_count=503 200 371 418 463 302 181 184 216 155 46 82
internal_value=0 3.44121e-05 8.889e-05 1.92446e-05 -0.00042393 0.000140283 0.000216063 0.00033325 0.000513176 0.000129883 0.000852964
internal_weight=0 0.0150102 0.0138749 0.0122425 0.00262633 0.00961612 0.0083911 0.00670999 0.00513132 0.00241129 0.00272003
internal_count=3121 2618 2247 1829 765 1064 864 683 467 230 237
is_linear=0
shrinkage=0.00188464


Tree=3030
num_leaves=13
num_cat=0
split_feature=484 133 3 52 16 474 16 1 151 1 3 2
split_gain=0.000136645 0.000126641 0.000150212 9.07784e-05 0.000113026 0.000162632 0.0001494 0.000106923 7.94524e-05 0.000153303 9.54973e-05 9.10208e-05
threshold=-0.0068949999999999992 0.10622000000000002 0.16158000000000003 -0.24456499999999998 0.19444000000000003 0.084660000000000027 -0.056919999999999991 0.080000000000000016 -0.0083949999999999979 0.094385000000000011 -0.0025099999999999996 0.090425000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 8 -8 -5 11 -11 -10
right_child=1 -3 -4 4 -6 -7 7 -9 9 10 -12 -13
leaf_value=-0.00066306571958765228 -0.00040162148710672595 -0.00057430048237467018 0.00075062968452762279 -0.00026775960116993025 0.00060883102526727926 0.00072618565797079229 -9.2085739330886358e-05 -0.00089287557508552651 -0.00056616170666640088 0.00022756578258257393 0.00097097191552270869 0.00023092636170072854
leaf_weight=0.0010469156250918045 0.0015086485394810749 0.0010971483229013862 0.0011258216204546581 0.0016341735218549603 0.0013193501144408417 0.0010360294396777056 0.0012686864939909538 0.001110741722867915 0.0010242169630313698 0.0015466861665478049 0.0010175409664551043 0.0010112536651935196
leaf_count=503 297 371 142 136 82 154 273 216 528 143 60 216
internal_value=0 4.16433e-05 9.13216e-05 3.18327e-05 9.14506e-05 2.07093e-05 -6.41471e-05 -0.000465903 8.92004e-05 0.000216021 0.000522565 -0.000170156
internal_weight=0 0.0147003 0.0136031 0.0124773 0.0109687 0.00964933 0.0086133 0.00237943 0.00623387 0.0045997 0.00256423 0.00203547
internal_count=3121 2618 2247 2105 1808 1726 1572 489 1083 947 203 744
is_linear=0
shrinkage=0.00188464


Tree=3031
num_leaves=10
num_cat=0
split_feature=52 457 1 4 15 2 4 0 15
split_gain=3.49952e-05 7.52145e-05 9.57974e-05 0.000103657 9.58342e-05 6.88344e-05 7.72199e-05 5.61616e-05 3.8161e-05
threshold=-0.28430999999999995 0.087995000000000004 0.111945 -1.0000000180025095e-35 -0.022504999999999997 0.096540000000000015 -0.084369999999999987 -0.11756999999999999 -0.10091499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 -4 -5
right_child=1 -3 7 8 5 -7 -8 -9 -10
leaf_value=-0.0042798456746294244 0.0077447530333501786 0.0067079748165915802 5.1399685091222854e-05 -0.0029842597604970485 -0.009921666581516983 0.0023459231870001647 0.00042241773222601671 0.0078325013340816794 -0.0093376068691773291
leaf_weight=0.0012438900413149325 0.001005878279296925 0.0011936073513410745 0.0012746145650422702 0.0013740683397736493 0.0010259454501384405 0.001781090205163813 0.0010065141124363131 0.0013391010834681912 0.0012908023209228662
leaf_count=344 345 150 126 192 389 197 750 293 335
internal_value=0 0.000409312 -0.000335204 -0.00186242 0.000459528 -0.00146205 -0.00479907 0.00403794 -0.00606168
internal_weight=0 0.0112916 0.010098 0.0074843 0.00481943 0.00381355 0.00203246 0.00261372 0.00266487
internal_count=3121 2777 2627 2208 1681 1336 1139 419 527
is_linear=0
shrinkage=0.0265331


Tree=3032
num_leaves=9
num_cat=0
split_feature=11 0 12 13 0 3 4 48
split_gain=3.4142e-05 4.90465e-05 9.01558e-05 9.00991e-05 8.76535e-05 9.75038e-05 8.86389e-05 0.000120573
threshold=0.079915000000000014 -0.019414999999999998 0.082850000000000021 -0.094514999999999988 -0.10151999999999999 -0.074084999999999998 0.25615500000000008 0.086035000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 6 -6 7 -5
right_child=-2 2 -4 4 5 -7 -8 -9
leaf_value=0.0051413689966575676 -0.0045761095576691306 0.009307298192847745 -0.0010717397344200102 0.007616836799600268 -0.0010380508419521905 -0.01167393834984424 -0.0060336982720064405 -0.0040500599383066884
leaf_weight=0.0017276623696902233 0.0011967664877329818 0.0012420311801977903 0.001424566450836371 0.0018249189656073085 0.0014808122932014355 0.0012689640906983937 0.001166792329955875 0.0011416294551969131
leaf_count=297 199 192 77 150 1521 474 118 93
internal_value=0 0.000425732 0.00376254 -0.000607616 -0.00205061 -0.00594629 0.000541056 0.00312702
internal_weight=0 0.0112774 0.0026666 0.00861078 0.00688312 0.00274978 0.00413334 0.00296655
internal_count=3121 2922 269 2653 2356 1995 361 243
is_linear=0
shrinkage=0.0281572


Tree=3033
num_leaves=13
num_cat=0
split_feature=484 133 3 48 51 4 12 150 12 12 1 43
split_gain=0.000185185 0.000155636 0.000144112 0.000129186 0.000167093 0.000219439 0.000241047 0.000174457 0.000130438 0.000137502 0.000166846 0.000113756
threshold=-0.0068949999999999992 0.10622000000000002 0.16158000000000003 0.11951500000000001 0.08955500000000001 0.40473500000000007 0.088615000000000013 0.086615000000000011 -0.040564999999999997 0.051320000000000005 0.094825000000000007 -0.074359999999999996
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 -8
right_child=1 -3 -4 -5 -6 -7 11 -9 9 -11 -12 -13
leaf_value=-0.00072717461754843505 -0.00019645046286990867 -0.00063328433047709894 0.00070397737303933483 -0.00058247094478917666 -0.00053134716867664475 0.0009144741865725072 -3.0745701362770634e-05 -0.00041063709974331928 0.0004056139290708317 0.00011506466758538741 0.0013236834535445441 -0.00072614853218599756
leaf_weight=0.0012249748224827514 0.0010160338711847931 0.0011561469092621615 0.0012243566210167209 0.0011259261313525401 0.0013949357458105981 0.0012211592661904537 0.0018714813352745793 0.0010927431545149843 0.0016381633036934833 0.0016361783276875128 0.001231818862866163 0.0015093922059835826
leaf_count=503 136 371 142 63 220 182 256 142 107 526 54 419
internal_value=0 3.29324e-05 8.44118e-05 2.91943e-05 8.38006e-05 0.0001603 6.81648e-05 0.000277394 0.000413543 0.000551083 0.000799657 -0.000341209
internal_weight=0 0.0161183 0.0149622 0.0137378 0.0126119 0.011217 0.00999581 0.00661494 0.00552219 0.00450616 0.00286998 0.00338087
internal_count=3121 2618 2247 2105 2042 1822 1640 965 823 687 161 675
is_linear=0
shrinkage=0.00188464


Tree=3034
num_leaves=11
num_cat=0
split_feature=484 133 1374 457 13 160 0 16 13 2
split_gain=0.000189194 0.000149592 0.000164317 0.000151507 0.000166553 0.00016684 0.000217298 0.0002544 0.000265136 0.00010204
threshold=-0.0068949999999999992 0.10622000000000002 -0.08070999999999999 0.080930000000000016 -0.091559999999999989 -0.081069999999999989 -0.11437499999999999 -0.056919999999999991 0.043850000000000007 0.10005000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 9 -6 -7 -8 -9 -4
right_child=1 -3 3 -5 5 6 7 8 -10 -11
leaf_value=-0.00073368714946914703 -0.00062727219179855556 -0.00059770250251909012 7.8391464603300428e-05 0.00067012087021834255 0.00042496137826195953 -0.00076108015363972174 0.00051613595260139114 -0.00087310984174470232 0.00021118306973712627 0.00070183349853808073
leaf_weight=0.0011867721207371859 0.0010380993093574977 0.00119596943754468 0.0017415095686659629 0.0015970883190474733 0.0018029578205093011 0.0017838435267042239 0.0019286877271028806 0.001564687254833939 0.0015156919552663881 0.0018466283676634044
leaf_count=503 55 371 214 182 377 139 612 370 152 146
internal_value=0 3.08915e-05 8.16216e-05 0.000135021 6.48797e-05 -7.46929e-05 -0.00020731 -1.00997e-05 -0.000339587 0.000399245
internal_weight=0 0.0160152 0.0148192 0.0137811 0.012184 0.00859587 0.00679291 0.00500907 0.00308038 0.00358814
internal_count=3121 2618 2247 2192 2010 1650 1273 1134 522 360
is_linear=0
shrinkage=0.00184769


Tree=3035
num_leaves=13
num_cat=0
split_feature=484 133 133 15 3 12 52 0 1 160 1 4
split_gain=0.000221325 0.000173552 0.00013944 0.000184767 0.000160324 0.000115441 0.000229276 0.00021784 0.000305615 0.000229194 0.000199089 5.54811e-05
threshold=-0.0068949999999999992 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 -0.077644999999999978 0.09334000000000002 0.096795000000000006 -0.13027499999999997 0.11103500000000001 0.083670000000000008 0.095285000000000022 0.19806500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 7 8 9 -2 -9 -7
right_child=1 -3 -4 4 -6 11 -8 10 -10 -11 -12 -13
leaf_value=-0.00084274290637897941 0.0013333370285351707 -0.0006826397798273563 0.00065423334400713424 -1.6527901817577025e-05 -0.0010048574781961067 -0.00056715854508637014 0.00098056550763832209 -0.00084397472387933489 -0.00041079146966777421 0.00013916582379054268 0.00025376440795296142 8.1742467934085337e-05
leaf_weight=0.0011294762376384748 0.0014021954697582832 0.0011280165210556083 0.0016389811570676907 0.0015585790390675027 0.0010603530024792217 0.0010233819975329446 0.0014560905446163661 0.0013415578934470825 0.001158144977863363 0.0011047615278172371 0.0012064055356361646 0.0010031381670212169
leaf_count=503 86 371 418 565 200 220 117 264 69 54 182 72
internal_value=0 5.71454e-05 0.00011695 4.54418e-05 -0.000416683 0.000170268 0.00028025 0.000116125 0.00042225 0.000807092 -0.000324219 -0.000245949
internal_weight=0 0.0150816 0.0139536 0.0123146 0.00261893 0.00969568 0.00766916 0.00621307 0.0036651 0.00250696 0.00254796 0.00202652
internal_count=3121 2618 2247 1829 765 1064 772 655 209 140 446 292
is_linear=0
shrinkage=0.00196078


Tree=3036
num_leaves=8
num_cat=0
split_feature=4 42 43 4 52 15 16
split_gain=4.22272e-05 6.33215e-05 7.61085e-05 8.52529e-05 0.000111766 5.8097e-05 0.000102624
threshold=0.27287000000000006 0.091735000000000025 0.12450000000000001 0.055260000000000011 -0.088204999999999992 -0.074054999999999996 -0.0064149999999999997
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=-0.0065728671800716299 0.0041766846980696628 -0.0071697410112686296 0.0078253122823352672 -0.0071723906810744606 0.0074130456107981855 -0.004700650923583842 0.0064109402708130451
leaf_weight=0.0015737585123054409 0.0019219888759568491 0.0013322186627930431 0.0010826824046331366 0.0016884418906474956 0.0017907993530031883 0.001738847235963199 0.0014930479602158898
leaf_count=479 352 562 166 214 356 807 185
internal_value=0 -0.000828072 7.38144e-05 -0.000939163 0.000656307 0.00292142 0.000432603
internal_weight=0 0.0106998 0.00936758 0.00828489 0.00659645 0.00502269 0.0032319
internal_count=3121 2769 2207 2041 1827 1348 992
is_linear=0
shrinkage=0.0310878


Tree=3037
num_leaves=9
num_cat=0
split_feature=1 0 151 15 52 12 3 3
split_gain=4.01123e-05 8.21281e-05 0.00010773 7.16054e-05 8.67872e-05 6.74046e-05 0.000205652 5.44786e-05
threshold=0.094385000000000011 -0.084269999999999984 -0.0071249999999999985 0.035560000000000008 0.096795000000000006 0.090995000000000006 0.083060000000000009 0.13524500000000003
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 6 -2 -8
right_child=5 3 -4 -5 -6 -7 7 -9
leaf_value=0.00051957082629491922 0.012169686140527169 -0.0067287573670156134 -0.010942703185639675 0.0066679249622218868 0.0036803626575867558 -0.0029952248720003542 -0.0036177579190549364 0.0044117975009262669
leaf_weight=0.0012447842748239133 0.0014396253599404888 0.0013007172628504936 0.0013607441442540684 0.0012131292913921759 0.0012408790633760163 0.0018229139626562939 0.0019183422118043136 0.0010294020558121453
leaf_count=237 327 387 812 657 85 338 118 160
internal_value=0 -0.00162568 -0.00546663 0.00103968 -0.00164673 0.00155567 0.00344653 -0.000813702
internal_weight=0 0.00636025 0.00260553 0.00375473 0.0025416 0.00621028 0.00438737 0.00294774
internal_count=3121 2178 1049 1129 472 943 605 278
is_linear=0
shrinkage=0.0281572


Tree=3038
num_leaves=14
num_cat=0
split_feature=484 43 50 43 0 0 3 2 16 1 48 12 0
split_gain=0.000147552 0.000150353 0.000130136 0.000167304 0.000122871 0.000240377 0.000169318 0.000157312 0.000157812 0.000112573 0.000198525 8.62098e-05 0.000160756
threshold=-0.0068949999999999992 0.21122500000000002 0.099210000000000007 0.093175000000000022 -0.10607499999999999 -0.077999999999999986 0.083060000000000009 0.083215000000000011 -0.010699999999999999 0.11212500000000002 0.090885000000000007 0.082480000000000012 -0.052984999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 7 -6 11 -2 9 10 -9 -7 -13
right_child=1 -3 -4 -5 5 6 -8 8 -10 -11 -12 12 -14
leaf_value=-0.00071007796194252069 0.00080531085830492556 -0.00069936760223074108 0.000758167197106365 0.00075112035098601345 -0.00079320844631725735 0.0006765333242451418 -0.00060615225628927994 -0.00048691782927740094 0.00066272016036041733 -0.00073255571866519362 0.0006522521337185669 0.00061758076492956962 -0.00042483692376700299
leaf_weight=0.0011032125320852822 0.0012074782464585052 0.0010102844432481597 0.0010202335216679464 0.0011386224056337815 0.0019544269008838983 0.0011754345630012176 0.0012136334769240475 0.0012742418285540957 0.001076678827076738 0.0010498389837445589 0.001092380797067527 0.0010000163982256845 0.0013189741149179355
leaf_count=503 64 185 208 85 981 166 99 143 79 77 50 284 197
internal_value=0 3.20405e-05 8.29242e-05 3.19006e-05 -3.43384e-05 -0.000215153 2.48119e-05 0.000176985 8.12969e-06 -0.000198161 3.88979e-05 0.000243949 2.4684e-05
internal_weight=0 0.0155322 0.014522 0.0135017 0.0123631 0.00666249 0.00470806 0.00570062 0.00449314 0.00341646 0.00236662 0.00349443 0.00231899
internal_count=3121 2618 2433 2225 2140 1727 746 413 349 270 193 647 481
is_linear=0
shrinkage=0.00196078


Tree=3039
num_leaves=9
num_cat=0
split_feature=4 0 1 13 15 15 16 0
split_gain=3.65425e-05 7.65251e-05 5.9644e-05 8.60204e-05 0.000112142 9.83194e-05 0.000106229 9.59293e-05
threshold=-0.49405499999999997 -1.0000000180025095e-35 0.077565000000000009 -0.094514999999999988 0.035560000000000008 -0.016799999999999995 -0.056919999999999991 -0.23001499999999997
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=-0.0046261138384263156 -0.0049822386757431818 0.0059845105248411152 0.0062156167493346215 -0.0030032287741409971 -0.0089560028594446537 0.0077953588786796139 -0.0062760363569225579 0.0066149601077400031
leaf_weight=0.0011186903148993127 0.0016921153858883249 0.0015001607697049104 0.0015077932149899021 0.0013948318985039787 0.0010081139531094435 0.001094016112175967 0.0017212479480186692 0.0015316939785291871
leaf_count=156 1551 186 231 82 318 107 270 220
internal_value=0 0.000398178 -0.000444089 0.00048584 -0.000794077 0.000638952 -0.00104556 0.00203077
internal_weight=0 0.01145 0.00994981 0.0082577 0.0067499 0.00574179 0.00464777 0.00292653
internal_count=3121 2965 2779 1228 997 679 572 302
is_linear=0
shrinkage=0.0265331


Tree=3040
num_leaves=13
num_cat=0
split_feature=484 1374 457 1 42 151 2 52 42 2 4 15
split_gain=0.000212261 0.000215521 0.000184135 0.000155966 0.000227821 0.000290384 0.000188004 0.000156785 0.000153219 0.000199384 9.99214e-05 6.82919e-05
threshold=-0.0068949999999999992 -0.094929999999999987 0.080930000000000016 0.12811000000000003 0.091545000000000015 -0.0077149999999999988 0.11293500000000002 0.10160000000000001 -1.0000000180025095e-35 0.09678500000000001 -0.077679999999999985 -0.037864999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 8 -7 10 -10 -5
right_child=1 2 -4 11 -6 6 -8 -9 9 -11 -12 -13
leaf_value=-0.00074941212338935177 -0.00076313250846478755 -0.00076671307858562794 0.00066973991281485401 0.00015913691635296875 -0.00065673759827488797 -0.00038637463876098143 0.00076246471337339391 -0.00056663953330022838 0.00043013363521314556 0.00091802090231045278 -0.00019126861233790841 0.0008083208085473215
leaf_weight=0.0011909536944720153 0.0010216420168321907 0.0012429667847439251 0.0016401871355729231 0.0010804994773132856 0.0017525683355272348 0.0012960362573096532 0.0014592548280365075 0.00114082015651928 0.0015382503466524269 0.0013088817971411704 0.0018953915296226554 0.0010469530266261351
leaf_count=503 55 167 187 186 486 571 145 246 187 139 208 41
internal_value=0 4.25758e-05 9.60205e-05 2.76414e-05 -5.48239e-05 5.19296e-05 0.00016972 4.92404e-05 0.000165594 0.000316436 8.71158e-05 0.000478611
internal_weight=0 0.0164235 0.0154018 0.0137616 0.0116342 0.0098816 0.00863863 0.00717938 0.00603856 0.00474252 0.00343364 0.00212745
internal_count=3121 2618 2563 2376 2149 1663 1496 1351 1105 534 395 227
is_linear=0
shrinkage=0.00181146


Tree=3041
num_leaves=13
num_cat=0
split_feature=484 15 11 133 133 3 16 3 160 0 1 0
split_gain=0.000190668 0.000120826 0.000128461 0.000125202 0.000162322 0.00016901 0.000258358 0.000198124 0.000130642 0.000183738 9.78004e-05 6.69016e-05
threshold=-0.0068949999999999992 -0.24436499999999997 0.079915000000000014 0.10622000000000002 0.083950000000000011 -0.12018999999999998 -0.27167499999999994 -0.078934999999999991 0.086870000000000017 -0.14001499999999997 0.13021500000000003 -0.083914999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7 -8 9 -9 11 -11
right_child=1 2 -4 -5 -6 6 7 8 -10 10 -12 -13
leaf_value=-0.00074198538865128327 0.00060238724584765855 0.00060557660092140663 -0.00063580817341361525 -0.00055209864944821667 0.00065685191157469427 -0.00086553451417231101 -0.00060548020840459711 0.000920795400748433 -0.00038565020180496875 0.00015834655592690373 0.00050507260268845282 -0.00045964895044486555
leaf_weight=0.0011494292343396167 0.0011953770570133958 0.0014111530220509089 0.0010356383216792728 0.0011102866652787846 0.0015363983604114685 0.0012379705960431911 0.0013147461684595877 0.0012653791499732669 0.0011221558251977015 0.0013530590556797249 0.0013542816835541149 0.0010717124169795905
leaf_count=503 232 91 155 346 363 132 695 84 53 138 52 277
internal_value=0 3.88362e-05 -9.93425e-06 4.07953e-05 9.72186e-05 1.23439e-05 -8.36663e-05 4.5713e-05 0.000184551 0.000311394 0.000107342 -0.000114798
internal_weight=0 0.0150082 0.0138128 0.0127771 0.0116669 0.0101305 0.0087193 0.00748133 0.00616659 0.00504443 0.00377905 0.00242477
internal_count=3121 2618 2386 2231 1885 1522 1431 1299 604 551 467 415
is_linear=0
shrinkage=0.00184769


Tree=3042
num_leaves=9
num_cat=0
split_feature=1 42 457 49 42 484 12 4
split_gain=3.85377e-05 9.07473e-05 6.16515e-05 0.000144911 7.21489e-05 8.82593e-05 6.9104e-05 0.000101511
threshold=0.12811000000000003 0.091735000000000025 0.087995000000000004 -0.00064499999999999985 0.08623500000000002 0.073690000000000019 0.084100000000000022 -0.0016099999999999997
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=-0.0092478268369101668 0.0046685078010480652 -0.0090017986764718214 0.007230067052478222 0.0099130650082242897 0.0097516478821492569 0.0090944791582007675 -0.0069743508141144276 -0.0045468708178498908
leaf_weight=0.0018300726269990788 0.0017463123466112613 0.0013940105650665233 0.001329708730561951 0.0010246511561351791 0.0010900689006718561 0.0010230880206665016 0.0019102309097357847 0.0012945836100901279
leaf_count=417 259 591 138 174 373 157 868 144
internal_value=0 -0.000823756 0.00037597 -0.000739201 0.00171584 4.81597e-05 -0.0021401 0.00184161
internal_weight=0 0.0108964 0.0095024 0.0081727 0.00634262 0.00525255 0.00422947 0.00231923
internal_count=3121 2862 2271 2133 1716 1343 1186 318
is_linear=0
shrinkage=0.0343234


Tree=3043
num_leaves=10
num_cat=0
split_feature=15 15 131 151 13 15 0 16 133
split_gain=3.7108e-05 8.80017e-05 5.11713e-05 6.0602e-05 6.33299e-05 0.000128093 9.52752e-05 6.23197e-05 6.19968e-05
threshold=-0.24436499999999997 -0.11713499999999999 0.084390000000000007 -0.077429999999999985 -0.076384999999999995 1.0000000180025095e-35 -0.10151999999999999 0.18438500000000005 0.083950000000000011
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 8 6 -6 -8 -5
right_child=1 2 -4 4 5 -7 7 -9 -10
leaf_value=0.0054872219823609517 -0.0097382943112571917 0.0076193094006644655 -0.0056600645870473563 -7.0764685860322192e-05 0.0059807199708633131 -0.011460665874221437 -0.0092474983820241777 0.0017845267598544442 0.010073349556700254
leaf_weight=0.0011482611732170451 0.0010078941947785627 0.0012938092177089246 0.0013281655959254584 0.0014970193747500912 0.0019080742169707422 0.00116146274736927 0.0011161359184861681 0.0010299903971080662 0.0010885590020744897
leaf_count=253 231 344 413 437 102 610 202 242 287
internal_value=0 -0.000612201 0.000270265 0.00113628 6.10929e-05 -0.00199071 0.000722273 -0.0039529 0.00420003
internal_weight=0 0.0114311 0.0104232 0.00909505 0.00780124 0.00521566 0.0040542 0.00214613 0.00258558
internal_count=3121 2868 2637 2224 1880 1156 546 444 724
is_linear=0
shrinkage=0.0323437


Tree=3044
num_leaves=13
num_cat=0
split_feature=484 133 1374 52 376 457 3 41 13 1 16 0
split_gain=0.000155604 0.000121829 0.000125884 0.000121073 0.000140013 0.000189799 0.000121813 0.000151203 0.000143002 0.000129435 0.000149438 5.75793e-05
threshold=-0.0068949999999999992 0.10622000000000002 -0.035729999999999991 -0.38533999999999996 0.048375000000000008 0.080930000000000016 -0.10519499999999998 1.0000000180025095e-35 -0.094514999999999988 0.095285000000000022 -0.23935499999999996 -0.10324499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 -5 11 -10 -11 -8
right_child=1 -3 3 4 -6 -7 8 -9 9 10 -12 -13
leaf_value=-0.00069331377806339115 -0.0005388095926426638 -0.00055292113723030606 -0.000462784475971142 0.00071933803722516775 0.00085334365815874203 0.00083248638155500852 -2.4173408209634525e-06 -0.00019203699949480151 -0.00069319711408433193 -0.00061131477974938437 0.00028374629426101153 0.00063320913422954038
leaf_weight=0.0011049711165639362 0.0010487674485050178 0.0011379706954684965 0.0010808341565787171 0.0017066350375804376 0.0010491466096749216 0.0012143562251159751 0.001001029036626154 0.0010409755419926447 0.0017085215592831807 0.0010348740782718671 0.0018415169664221728 0.0010240301922585038
leaf_count=503 64 371 273 121 134 129 108 73 987 89 153 116
internal_value=0 3.96963e-05 8.87398e-05 0.000140555 0.000196669 0.000131502 4.05334e-05 0.000374049 -9.81013e-05 -0.000282329 -3.82807e-05 0.000319006
internal_weight=0 0.0148887 0.0137507 0.0127019 0.0116211 0.0105719 0.00935758 0.00274761 0.00660997 0.00458491 0.00287639 0.00202506
internal_count=3121 2618 2247 2183 1910 1776 1647 194 1453 1229 242 224
is_linear=0
shrinkage=0.00188464


Tree=3045
num_leaves=12
num_cat=0
split_feature=484 43 40 4 48 43 49 12 0 1 0
split_gain=0.000195987 9.97475e-05 0.000105786 0.000122292 9.32243e-05 0.000177277 0.000139754 0.000138295 9.20273e-05 0.000119608 6.94566e-05
threshold=-0.0068949999999999992 0.18116500000000002 -0.074429999999999982 -0.27825499999999997 0.085845000000000019 -0.0037449999999999996 -0.043469999999999995 0.086700000000000013 -0.053834999999999994 0.090405000000000013 -0.22491999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 8 -6 10 9 -5 -7
right_child=1 -3 3 4 6 7 -8 -9 -10 -11 -12
leaf_value=-0.00079564917001073601 0.00062279947669375776 -0.00050957059682366199 -0.00043178090731292855 -0.00036335066293681365 0.00020214329957999656 0.00066450714750875494 -0.0006494061627456395 0.00110588233031168 -0.00049740663024054653 0.00049308500561721317 5.8600777909496504e-05
leaf_weight=0.0010910221606127224 0.0012660564909703432 0.0010946709026156227 0.0017480200474352158 0.0010241053288278252 0.0015943573152230606 0.00114443677921372 0.0012872041593846879 0.0010541181104801426 0.001257849379450073 0.0014640954925969445 0.0017968013546924536
leaf_count=503 225 193 182 841 95 60 172 262 121 210 257
internal_value=0 4.87356e-05 9.35518e-05 3.93882e-05 0.00011692 0.000226789 -0.000178247 0.000508468 -7.36371e-05 0.000140589 0.000294359
internal_weight=0 0.0147317 0.013637 0.012371 0.010623 0.00774141 0.00288156 0.00399536 0.00374605 0.0024882 0.00294124
internal_count=3121 2618 2425 2200 2018 1751 267 579 1172 1051 317
is_linear=0
shrinkage=0.00192234


Tree=3046
num_leaves=11
num_cat=0
split_feature=1 15 16 43 52 42 160 16 1 0
split_gain=3.75019e-05 7.10473e-05 0.000105718 6.33525e-05 9.55444e-05 0.000114695 0.000153655 9.45296e-05 3.38854e-05 7.31718e-06
threshold=0.104035 -0.016799999999999995 -0.071854999999999988 -0.17390999999999998 0.10160000000000001 0.086325000000000013 0.086075000000000013 -0.083539999999999989 0.084785000000000013 -0.15350499999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=3 2 9 -1 5 6 7 -5 -9 -2
right_child=1 -3 -4 4 -6 -7 -8 8 -10 -11
leaf_value=0.0051652637997760143 0.0026156141181460004 0.0077761701499304819 -0.0058061357669157172 0.011239045521857165 -0.01106611544959098 -0.010104777283108346 -0.0091402991859103524 0.0043816204729843558 -0.0035026526200217221 0.0062630675264473421
leaf_weight=0.0011434752624689456 0.0010190394537347904 0.0014104429751536224 0.0017223173795180464 0.0012073011452194398 0.0010416292180931135 0.0010265998449286839 0.0010080744702149255 0.0010192913221115825 0.0010062780767254873 0.0010246119068544014
leaf_count=155 83 154 213 328 442 617 172 473 243 241
internal_value=0 0.00194159 -0.000243598 -0.00143542 -0.00263173 -0.000963874 0.00124885 0.0044884 0.00046481 0.00444431
internal_weight=0 0.00517641 0.00376597 0.00745265 0.00630917 0.00526754 0.00424095 0.00323287 0.00202557 0.00204365
internal_count=3121 691 537 2430 2275 1833 1216 1044 716 324
is_linear=0
shrinkage=0.0304782


Tree=3047
num_leaves=9
num_cat=0
split_feature=11 43 2 52 13 16 0 4
split_gain=3.8542e-05 5.20167e-05 9.97733e-05 6.27312e-05 6.24877e-05 5.79563e-05 8.75674e-05 0.000148605
threshold=0.081790000000000015 -0.052894999999999991 0.096540000000000015 -0.088204999999999992 -0.0034749999999999994 -0.0092699999999999987 -0.10474999999999998 0.033845000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 4 -3 -1 6 7 -5
right_child=-2 3 -4 5 -6 -7 -8 -9
leaf_value=0.0042705899555257826 -0.006136986311640941 -0.0084069872938162156 0.011029099709504596 0.0032852450474015272 -0.0050914495477162565 0.00501830848728195 0.0047641513232045875 -0.011174104330585185
leaf_weight=0.001692099738787539 0.0010012727379205286 0.0010724421477642547 0.0012427422184941011 0.0012984244174335086 0.0013336461662737914 0.0017673122913262314 0.0014072844705452828 0.0017399930070458453
leaf_count=783 175 217 378 86 226 188 861 207
internal_value=0 0.000477984 0.00331321 -0.00118315 0.00014412 6.37715e-05 -0.00190582 -0.00499511
internal_weight=0 0.0115539 0.00426849 0.00728546 0.00302575 0.00621301 0.0044457 0.00303842
internal_count=3121 2946 1387 1559 1009 1342 1154 293
is_linear=0
shrinkage=0.0323437


Tree=3048
num_leaves=10
num_cat=0
split_feature=1 49 3 12 43 52 3 3 15
split_gain=4.21186e-05 5.75837e-05 0.000113394 0.000196014 5.04831e-05 8.28457e-05 0.000120506 0.000121597 9.67163e-05
threshold=0.104035 -0.043469999999999995 0.10732000000000001 0.092355000000000007 -0.17390999999999998 0.10160000000000001 0.090900000000000009 -0.10831999999999999 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 -1 6 7 -6 -9
right_child=1 2 -4 -5 5 -7 -8 8 -10
leaf_value=0.0044863829141932043 0.0081327153859596726 0.014892054997092046 -0.0055418203871010615 -0.0037668874927634243 0.0047093246296933487 -0.010700712557259158 0.0072163295175971601 -0.013513239018632875 -0.0018552860940684037
leaf_weight=0.0011329487904605364 0.0011836985451904002 0.001031934938680373 0.0017658328930943434 0.0011510271786411286 0.0011552579513651748 0.0010304393798862494 0.0012832128280651778 0.0012907332352233318 0.0014722126505673679
leaf_count=155 171 202 158 160 153 442 99 804 777
internal_value=0 0.00211838 0.000315517 0.00505361 -0.00155013 -0.00264756 -0.00105217 -0.00376011 -0.0073014
internal_weight=0 0.00513249 0.0039488 0.00218296 0.0073648 0.00623186 0.00520142 0.0039182 0.00276295
internal_count=3121 691 520 362 2430 2275 1833 1734 1581
is_linear=0
shrinkage=0.0310878


Tree=3049
num_leaves=10
num_cat=0
split_feature=15 49 42 15 4 16 1 1 13
split_gain=4.0886e-05 4.59556e-05 0.000106097 9.6338e-05 0.00012843 9.00508e-05 7.83802e-05 7.06297e-05 4.05709e-07
threshold=-0.24436499999999997 -0.043469999999999995 0.091545000000000015 -0.037864999999999989 -0.059649999999999988 -0.071854999999999988 0.080585000000000004 0.097115000000000021 -0.081829999999999986
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 7 3 5 6 -3 8 -2 -5
right_child=1 2 -4 4 -6 -7 -8 -9 -10
leaf_value=0.0059011526762931246 -0.0017760472180817686 -0.00023852765168984297 -0.011287919778999669 0.0029219137301672851 0.0099976167909846345 -0.013308132485662904 -0.0082249760445887998 0.008338741383753883 0.0019842085480463356
leaf_weight=0.0011438225976583083 0.0016502654396156249 0.0013207723888852565 0.0011351545873613898 0.0010004325825017167 0.0015679637210669218 0.0010145035612217387 0.0011928866555466801 0.0013794297604253674 0.0010083320540489468
leaf_count=253 211 286 530 196 312 382 333 214 404
internal_value=0 -0.000645056 -0.00192249 -0.000426162 0.00226189 -0.0059163 -0.00152657 0.00282925 0.00245122
internal_weight=0 0.0112697 0.00824005 0.00710489 0.00476962 0.00233528 0.00320165 0.0030297 0.00200876
internal_count=3121 2868 2443 1913 1245 668 933 425 600
is_linear=0
shrinkage=0.0329906


Tree=3050
num_leaves=9
num_cat=0
split_feature=1 52 0 133 3 12 3 52
split_gain=3.71859e-05 6.31271e-05 0.00010882 9.64972e-05 4.22429e-05 7.01779e-05 6.58821e-05 7.53066e-05
threshold=0.090405000000000013 -0.077024999999999996 -0.084269999999999984 1.0000000180025095e-35 0.083060000000000009 0.090840000000000018 0.13524500000000003 -0.07167999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -2 7 -6
right_child=4 2 3 -5 6 -7 -8 -9
leaf_value=0.0030970053521027865 0.0079966166648636153 -0.010972840049156355 0.0043146411320378547 -0.0071675602770149898 -0.0093663602962697785 -0.00017507698867166974 0.0050565545357565203 0.0013314987624256805
leaf_weight=0.0015678089251031416 0.0016630334970710245 0.0012510196929764938 0.0015138642407269878 0.0010735484998319288 0.0010900299202392105 0.0019705652234360653 0.0010495285000154675 0.00117172063050619
leaf_count=460 391 791 387 362 53 421 173 83
internal_value=0 -0.00185613 -0.00387924 -0.000449462 0.00138392 0.00356496 -0.00100942 -0.00382424
internal_weight=0 0.00540624 0.00383843 0.00258741 0.00694488 0.0036336 0.00331128 0.00226175
internal_count=3121 2000 1540 749 1121 812 309 136
is_linear=0
shrinkage=0.0292947


Tree=3051
num_leaves=10
num_cat=0
split_feature=11 159 3 49 52 3 15 3 52
split_gain=3.39163e-05 4.79109e-05 6.93563e-05 5.57391e-05 0.000117768 8.77301e-05 8.33854e-05 0.000159318 0.000149501
threshold=0.079915000000000014 0.091005000000000016 -0.12018999999999998 -0.006494999999999999 -0.068719999999999989 -0.078934999999999991 -0.016799999999999995 0.095270000000000007 0.029970000000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -5 7 -7 -8
right_child=-2 -3 3 5 -6 6 8 -9 -10
leaf_value=0.0087660641197076557 -0.0053656741074812539 -0.0063407702859221166 0.0021999519558968499 -0.0064403119637042013 -0.011063294185951603 0.0076392083314240867 0.016535156378089402 -0.0086975134428520975 -0.00037943394975273066
leaf_weight=0.0011693088702955457 0.0011752651113829402 0.0010055167194440552 0.0017061791505212365 0.001081663731999599 0.0012717392519106408 0.0013734205890882775 0.0012043498498203972 0.0012329604085473678 0.0010775842525880589
leaf_count=116 199 362 196 1075 282 403 167 116 205
internal_value=0 0.000527346 0.00120995 0.000222514 -0.0034642 0.00206151 0.00394275 -8.89524e-05 0.00854768
internal_weight=0 0.0111227 0.0101172 0.0089479 0.00297792 0.00596998 0.00488832 0.00260638 0.00228193
internal_count=3121 2922 2560 2444 478 1966 891 519 372
is_linear=0
shrinkage=0.0329906


Tree=3052
num_leaves=12
num_cat=0
split_feature=484 15 133 133 15 12 12 160 160 4 12
split_gain=0.000233933 0.000146395 0.00011794 0.000161614 0.000146061 0.000170008 0.000167545 0.00015239 0.000148849 0.000135237 0.000123961
threshold=-0.0068949999999999992 -0.24436499999999997 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 -0.040564999999999997 0.09334000000000002 0.086870000000000017 -0.030779999999999998 -0.00059999999999999995 0.088305000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 8 -7 -10 -6
right_child=1 2 -4 -5 10 6 -8 -9 9 -11 -12
leaf_value=-0.00086425082165110696 0.00070501398072904029 -0.0006447975553947969 -0.00060419821097217692 0.00063256899338584496 -0.00089407011150890601 1.4524462915875905e-05 -0.0003467952718928496 -0.00028549097399419054 0.0012514165398887355 0.00041875768852376786 -3.333489191253717e-05
leaf_weight=0.0011023019380057572 0.0011743665945741283 0.0010176514440911142 0.0011056962905508791 0.0015449864181518091 0.0011758820814709514 0.0014876356246562522 0.001634130009811839 0.0011068004137310614 0.0012186935382195467 0.0017643505706431749 0.0013039591234316652
leaf_count=503 232 126 355 370 388 180 255 65 119 151 377
internal_value=0 5.4291e-05 -2.90956e-06 5.13452e-05 -3.25071e-05 9.07331e-05 0.000194526 0.000353126 0.000511228 0.000758932 -0.000441475
internal_weight=0 0.0145342 0.0133598 0.0122541 0.0107091 0.00822926 0.00721161 0.00557748 0.00447068 0.00298304 0.00247984
internal_count=3121 2618 2386 2031 1661 896 770 515 450 270 765
is_linear=0
shrinkage=0.00192234


Tree=3053
num_leaves=9
num_cat=0
split_feature=4 47 42 51 151 43 13 15
split_gain=4.30855e-05 4.07546e-05 8.92049e-05 9.42557e-05 9.81609e-05 0.00012992 9.58073e-05 0.000138978
threshold=0.26790000000000008 0.11312500000000002 -0.0060199999999999993 -0.031924999999999995 -0.024429999999999997 -0.084004999999999982 -0.094514999999999988 -0.074054999999999996
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=-0.010378293904903288 0.0047079135695515511 0.0050722361919957916 -0.0094228810693242071 0.010923607606263725 0.0092095275929271123 0.0022857745730884022 0.0011213807194629993 -0.015946614898449587
leaf_weight=0.0012639101472296495 0.001970294828424775 0.0012176836896128406 0.0011910025045927123 0.0010814105047399561 0.0012738006096286161 0.0019178011118344343 0.0010652304947112311 0.0012963580270577732
leaf_count=765 377 127 427 261 185 158 212 609
internal_value=0 -0.000942434 -0.00174819 -0.00035435 0.00127358 -0.000605639 -0.00352722 -0.00824784
internal_weight=0 0.0103072 0.00908951 0.0078256 0.0066346 0.00555319 0.00427939 0.00236159
internal_count=3121 2744 2617 1852 1425 1164 979 821
is_linear=0
shrinkage=0.0350099


Tree=3054
num_leaves=12
num_cat=0
split_feature=484 133 133 15 3 12 51 12 151 52 2
split_gain=0.000176252 0.000108444 0.000159887 0.000180236 0.000174276 9.82628e-05 0.000131042 0.000124581 0.000193653 0.000307504 9.67504e-05
threshold=-0.0068949999999999992 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 -0.077644999999999978 -0.040564999999999997 -0.090529999999999985 0.09334000000000002 -0.044604999999999992 -0.0027449999999999996 0.10060500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 -7 8 -8 -10 -11
right_child=1 -3 -4 4 -6 6 7 -9 9 10 -12
leaf_value=-0.00074832320487509558 -0.00038482282514017916 -0.00051950035808914286 0.00064160946105153811 -2.484399943765046e-05 -0.0010326399698096611 0.00070757758809892885 -0.0003976572470513653 -0.00035836427125064831 -0.00018347147031823007 0.00054679728287983546 0.0013322302283058148
leaf_weight=0.0010651664397119858 0.0011310768650509484 0.0011147417542464689 0.0016512943016831682 0.0015158121101259282 0.0010193064655871049 0.0015189767943001231 0.0012728606748613159 0.001632818865916463 0.0015923929826166783 0.0012438864399270098 0.0010088362391535988
leaf_count=503 200 371 418 565 200 172 128 219 140 127 78
internal_value=0 4.55967e-05 9.1959e-05 1.5917e-05 -0.000430053 0.000136181 0.00020744 9.4906e-05 0.000239516 0.000450441 0.000898538
internal_weight=0 0.014702 0.0135873 0.011936 0.00253512 0.00940085 0.00826977 0.0067508 0.00511798 0.00384512 0.00225272
internal_count=3121 2618 2247 1829 765 1064 864 692 473 345 205
is_linear=0
shrinkage=0.00188464


Tree=3055
num_leaves=10
num_cat=0
split_feature=1 0 159 52 15 1 0 133 15
split_gain=3.74273e-05 7.41475e-05 5.53719e-05 7.06911e-05 0.000122825 8.67098e-05 0.000100119 3.62746e-05 2.42868e-05
threshold=0.077565000000000009 -0.059114999999999994 0.076905000000000015 -0.0064899999999999992 -0.053579999999999996 0.096125000000000016 -0.10324499999999999 1.0000000180025095e-35 -0.11033999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 -5 8 -3 -7
right_child=2 7 -4 5 -6 6 -8 -9 -10
leaf_value=-0.0097372867432726391 0.0016870427144626092 0.0043830761165148677 0.0085699180656355102 0.0094639484366832553 -0.012829800376996334 0.00047232812915902803 -0.008184656933168135 -0.0042877492172166201 0.0079790983909301359
leaf_weight=0.0012491142057985483 0.001722111749069619 0.0013159112783753812 0.0010499519709761531 0.0015275829518917698 0.0011419478934776416 0.0010140686128360665 0.0012277205064216432 0.0010006407066841683 0.0010169105360011421
leaf_count=1460 211 97 299 348 212 88 243 79 84
internal_value=0 -0.00299684 0.00117856 0.000164151 -0.00410106 0.00271641 -0.000446641 0.00063769 0.00423097
internal_weight=0 0.00356567 0.00870029 0.00765034 0.00286406 0.00478628 0.0032587 0.00231655 0.00203098
internal_count=3121 1636 1485 1186 423 763 415 176 172
is_linear=0
shrinkage=0.0343234


Tree=3056
num_leaves=12
num_cat=0
split_feature=484 15 133 133 15 12 3 12 160 160 4
split_gain=0.000194125 0.000122497 0.000109245 0.000217874 0.000109494 0.00014751 0.000142272 0.000123393 0.000139197 0.000160599 0.000134863
threshold=-0.0068949999999999992 -0.24436499999999997 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 -0.040564999999999997 -0.078724999999999976 0.09334000000000002 0.086870000000000017 -0.030779999999999998 -0.00059999999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -6 8 9 -7 -11
right_child=1 2 -4 -5 6 7 -8 -9 -10 10 -12
leaf_value=-0.00080188222808674368 0.00065380377237362177 -0.00062141749375025355 -0.00057749427978336326 0.00071779721340168613 -4.8019865246003488e-07 -8.1218534858213079e-05 -0.00094449223176202484 -0.00031898536972994093 -0.00031035204056017513 0.0012155752106197404 0.00037277586174354381
leaf_weight=0.0010513856646565114 0.0011563857968408973 0.0010202235484912678 0.0011042158652222146 0.0015872299001750976 0.0013725075635774484 0.0014054196532108428 0.0010347366387766246 0.0015413442923072592 0.0011093948532032161 0.0011684008900097187 0.0017562452730369368
leaf_count=503 232 126 355 370 552 180 213 255 65 119 151
internal_value=0 5.4053e-05 1.10964e-06 5.43716e-05 -4.67988e-05 6.13502e-05 -0.000406257 0.000161135 0.000297183 0.000452838 0.000709476
internal_weight=0 0.0142561 0.0130997 0.0119955 0.0104083 0.00800103 0.00240724 0.0069808 0.00543946 0.00433007 0.00292465
internal_count=3121 2618 2386 2031 1661 896 765 770 515 450 270
is_linear=0
shrinkage=0.00192234


Tree=3057
num_leaves=13
num_cat=0
split_feature=484 15 1374 457 403 43 42 3 4 12 13 16
split_gain=0.000244988 0.000189381 0.0001348 0.000163317 0.000149744 0.000195372 0.000245127 0.00029771 0.00028261 0.000160238 0.0003278 0.000204347
threshold=-0.0068949999999999992 -0.24436499999999997 -0.08070999999999999 0.080930000000000016 -1.0000000180025095e-35 -0.074359999999999996 -0.095859999999999987 -0.077774999999999983 -0.083644999999999983 0.095330000000000012 -0.095304999999999987 -0.074319999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 -6 8 -8 10 -7 -12
right_child=1 2 3 -5 5 9 7 -9 -10 -11 11 -13
leaf_value=-0.00084818686422624104 0.00073001726618755736 -0.00067851558582367395 -0.00073744829967787575 0.0005992083663606746 -0.00049185489929702726 0.00064811623473498298 0.00074556077998700157 0.0013437421012564394 -0.00060715370200691314 -0.00072067170781158071 -0.00095064126235875669 1.7150503173409338e-05
leaf_weight=0.0012436390724896223 0.0013374746914283841 0.0010818668719514432 0.0010681296735465294 0.0016225087869831236 0.0010539237468572514 0.0017489483668427851 0.0013280758305160012 0.0011973180886882661 0.0010008459810473391 0.0016168604049228187 0.0013661954239300891 0.001967077350668694
leaf_count=503 232 58 676 179 92 140 62 164 300 253 250 212
internal_value=0 3.67998e-05 -2.47984e-05 2.58273e-05 -4.95179e-05 1.56282e-05 0.000321605 0.000564732 0.000164236 -0.000193568 -2.58752e-05 -0.000379515
internal_weight=0 0.0163892 0.0150518 0.0139699 0.0123474 0.0112792 0.00458016 0.00352624 0.00232892 0.00669908 0.00508222 0.00333327
internal_count=3121 2618 2386 2328 2149 1473 618 526 362 855 602 462
is_linear=0
shrinkage=0.00192234


Tree=3058
num_leaves=8
num_cat=0
split_feature=1 2 2 16 49 3 3
split_gain=3.99504e-05 6.90211e-05 0.000110763 6.68314e-05 5.34228e-05 8.43299e-05 0.000184834
threshold=0.094385000000000011 0.10672500000000001 0.092875000000000013 -0.078844999999999985 -0.043469999999999995 0.10732000000000001 -0.077774999999999983
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=0.0044874693052166324 0.0079644171953462441 0.0061932661738457176 -0.011691229084695521 -0.0052341801012776735 -0.0065809472987358149 -0.0058056939867699945 0.011980288259410528
leaf_weight=0.0018248413042994854 0.0014627539337484039 0.0010730367818461194 0.001565385317984753 0.0017826231089701809 0.0011953005895285478 0.0018376170274296277 0.0015998417707917159
leaf_count=718 232 254 402 804 228 177 306
internal_value=0 -0.00204892 -0.00375865 -0.000316469 0.00201487 0.000136358 0.00404286
internal_weight=0 0.00624589 0.00517285 0.00360746 0.00609551 0.00463276 0.00279514
internal_count=3121 2178 1924 1522 943 711 534
is_linear=0
shrinkage=0.0357101


Tree=3059
num_leaves=11
num_cat=0
split_feature=133 484 42 156 43 133 15 0 48 0
split_gain=0.000184681 0.000175359 0.000166112 0.00014653 0.000175248 0.000173972 0.000172 0.000180812 0.00036624 0.000171603
threshold=0.10622000000000002 -0.0068949999999999992 -0.11466499999999999 0.091255000000000017 -0.14968999999999996 0.061605000000000007 1.0000000180025095e-35 -0.13027499999999997 0.086260000000000017 -0.074479999999999977
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 7 8 -6 -9
right_child=-2 2 3 -5 5 -7 -8 9 -10 -11
leaf_value=-0.00070893669990573327 -0.00076394196068352283 -0.00066716424853166859 0.00082506847370485061 -0.00054671820803764448 0.0011293643438210169 0.00072828657657013026 -0.000526782216132642 -0.00064566686873470086 -0.00014001693966478524 0.00022968111011318403
leaf_weight=0.001108446315423753 0.0011793406899975557 0.0010037694155214339 0.0016044512885935351 0.0010356082845628138 0.0016914701024636986 0.0015757913046935247 0.0017628185563767782 0.0015427611151318833 0.0018078385093205362 0.0019485550619241978
leaf_count=439 435 136 118 228 124 369 627 319 97 229
internal_value=0 4.17531e-05 0.000101303 0.00016078 0.000222176 0.000128528 2.05603e-05 0.000158583 0.000473567 -0.000157122
internal_weight=0 0.0150815 0.0139731 0.0129693 0.0119337 0.0103292 0.00875344 0.00699062 0.00349931 0.00349132
internal_count=3121 2686 2247 2111 1883 1765 1396 769 221 548
is_linear=0
shrinkage=0.00196078


Tree=3060
num_leaves=14
num_cat=0
split_feature=484 1374 457 4 1 42 15 124 49 12 12 13 1
split_gain=0.000255956 0.000150176 0.00022397 0.000145501 0.000103452 0.000101171 0.000146497 0.000109041 0.000166183 0.000145262 6.34406e-05 0.000195824 0.000119377
threshold=-0.0068949999999999992 -0.035729999999999991 0.087855000000000003 0.26790000000000008 0.111945 0.091545000000000015 0.091650000000000023 -0.0066649999999999991 -0.00064499999999999985 0.10097500000000002 1.0000000180025095e-35 -0.07743499999999999 0.095285000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 6 7 -3 -9 10 12 -12 -10
right_child=1 2 -4 4 -6 -7 -8 8 9 -11 11 -13 -14
leaf_value=-0.00086161055247252678 -0.00062690350207264989 -0.00043308916265194226 0.00095954885404477951 8.4639806510894026e-05 0.0009011989139842073 -0.00047330093935611363 -0.00064193814700185599 -0.00044332734743151897 -1.1327844542221238e-05 0.00095388146725729043 0.00039564898240066377 -0.00062789610512141002 0.00084081237381657147
leaf_weight=0.0011541207383184799 0.0010582701828106807 0.0011300274289395892 0.0010209483351352197 0.0011199717122538652 0.0010849472467572008 0.0016554878580983196 0.0010248002421155552 0.0012101229550868535 0.0011590928838227719 0.0010643175418326078 0.0017048118907413211 0.0010873718321742455 0.0011767388358734365
leaf_count=503 67 128 103 85 236 455 208 195 92 132 311 537 69
internal_value=0 5.83825e-05 0.00010861 4.38624e-05 0.000486434 -4.31665e-05 3.13403e-05 0.000112205 0.000195447 0.000320278 0.000188774 -2.95448e-06 0.000417961
internal_weight=0 0.0154969 0.0144386 0.0134177 0.00220492 0.0112128 0.00955728 0.00853248 0.00740246 0.00619233 0.00512802 0.00279218 0.00233583
internal_count=3121 2618 2551 2448 321 2127 1672 1464 1336 1141 1009 848 161
is_linear=0
shrinkage=0.00188464


Tree=3061
num_leaves=13
num_cat=0
split_feature=484 15 49 0 1 42 43 403 52 4 52 2
split_gain=0.000221039 0.000119447 8.79325e-05 0.000144219 0.000227502 0.000130857 0.000113923 0.000240608 0.00020981 0.000308163 0.000111771 8.96244e-05
threshold=-0.0068949999999999992 -0.24436499999999997 -0.043469999999999995 -0.10474999999999998 0.097115000000000021 0.091545000000000015 0.13895500000000002 0.03138500000000001 0.077655000000000016 -0.034939999999999992 0.10611000000000001 0.086285000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 8 9 -4 -10 -11
right_child=1 2 5 -5 -6 -7 -8 -9 10 11 -12 -13
leaf_value=-0.00081487995375478382 0.00063038342837111547 -2.7228848779117873e-05 -0.0012384152702441269 -0.00023465993585918872 0.0011595548268418215 -0.0006146051540228 0.0005308220798722358 0.00076870605124393907 0.00072379659366206414 0.00014920364490094717 -0.00016420904847436803 -0.00051738175591474868
leaf_weight=0.0010957607163315777 0.0012077207674731734 0.0011829157691190459 0.0012660998038034168 0.0013130518116256694 0.0011140397237182076 0.0013969985227222917 0.0012599450233500061 0.0010129579553166427 0.0010047194035983221 0.0017290520284769101 0.0010090891845248692 0.0012233032019977972
leaf_count=503 232 63 344 223 97 429 149 186 296 132 211 256
internal_value=0 6.25193e-05 1.17635e-05 0.000263562 0.00054837 -8.00339e-05 7.77095e-06 -8.31877e-05 -0.00022165 -0.000460569 0.00027883 -0.000126995
internal_weight=0 0.0147199 0.0135122 0.00361001 0.00229696 0.00990217 0.00850517 0.00724522 0.00623226 0.00421846 0.00201381 0.00295236
internal_count=3121 2618 2386 383 160 2003 1574 1425 1239 732 507 388
is_linear=0
shrinkage=0.00188464


Tree=3062
num_leaves=13
num_cat=0
split_feature=484 15 133 133 15 12 42 12 3 1 47 0
split_gain=0.000206454 0.00017813 0.00011242 0.000204634 0.000129762 0.000186751 0.000161201 0.000130057 0.000153438 0.000135477 0.000221532 7.83624e-05
threshold=-0.0068949999999999992 -0.24436499999999997 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 -0.040564999999999997 0.085465000000000013 0.09334000000000002 -0.116045 0.095285000000000022 0.092530000000000015 -0.23001499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -6 8 -7 11 -11 -10
right_child=1 2 -4 -5 6 7 -8 -9 9 10 -12 -13
leaf_value=-0.00074961155231490536 0.00068971004188073202 -0.00063833287656454602 -0.00056020625104211065 0.00062702112855718179 -0.00073434844580754844 0.00084579798505907773 0.00018019208327174315 -0.00027974233055796038 0.00015196913407148615 0.00091393968213243908 -0.00015631889458263867 -0.00055267973490796113
leaf_weight=0.0011519263348727339 0.001290242226527097 0.0011109269137833423 0.0011346029063656138 0.0016674205140291736 0.0017183584412136911 0.0012590320820950861 0.001000774816152069 0.0017308007207325398 0.0010043849319547643 0.0013537600609456746 0.0011946722521525288 0.0010691145025976943
leaf_count=503 232 126 355 370 494 88 271 255 32 104 48 243
internal_value=0 4.51959e-05 -1.31857e-05 3.41588e-05 -5.22392e-05 5.5468e-05 -0.000397753 0.000156727 0.000285183 0.000132469 0.000412216 -0.000211354
internal_weight=0 0.0155341 0.0142438 0.0131092 0.0114418 0.00872269 0.00271913 0.00761176 0.00588096 0.00462193 0.00254843 0.0020735
internal_count=3121 2618 2386 2031 1661 896 765 770 515 427 152 275
is_linear=0
shrinkage=0.00181146


Tree=3063
num_leaves=11
num_cat=0
split_feature=484 133 133 15 42 3 0 1 48 43
split_gain=0.000247828 0.000137128 0.000189228 0.00017281 0.000144933 0.000120161 0.000149099 0.000210951 0.00020515 0.000106002
threshold=-0.0068949999999999992 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 0.085345000000000018 -0.13309499999999996 -0.13027499999999997 0.095285000000000022 0.086260000000000017 -0.076124999999999984
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 8 -8 -7 -9
right_child=1 -3 -4 4 -6 6 7 9 -10 -11
leaf_value=-0.0008687416563084965 0.00059699355563694757 -0.00057691899380369976 0.00070615855055479091 -0.00077443094994506672 0.00014436268455200136 0.00075137652347880663 -0.00073069443142109573 -0.00028725044313899714 -0.00012702888661175995 0.00049049999141111047
leaf_weight=0.0011058347843454332 0.0016963300473601317 0.0011247765537678459 0.0016507177483724338 0.0015382173933778847 0.0010103366304512092 0.0019013803129370897 0.0016298465082865356 0.0011335801388870186 0.0018762528334278494 0.0013803859015815369
leaf_count=503 183 371 418 492 273 132 395 93 97 164
internal_value=0 5.58784e-05 0.000107391 2.6151e-05 -0.000410189 0.000141774 4.42915e-05 -0.000202582 0.000315095 0.000139802
internal_weight=0 0.0149418 0.013817 0.0121663 0.00254855 0.00961778 0.00792145 0.00414381 0.00377763 0.00251397
internal_count=3121 2618 2247 1829 765 1064 881 652 229 257
is_linear=0
shrinkage=0.00188464


Tree=3064
num_leaves=13
num_cat=0
split_feature=484 42 43 40 4 3 42 47 0 150 2 16
split_gain=0.000189122 0.000105144 0.00019917 0.000210893 0.000188834 0.000188144 0.000216329 0.000131088 0.000106413 0.000163546 0.000199331 0.000152335
threshold=-0.0068949999999999992 -0.11466499999999999 0.18116500000000002 -0.026419999999999996 -0.27825499999999997 -0.10519499999999998 0.079510000000000011 0.086380000000000012 -0.23091999999999999 0.086730000000000015 0.092365000000000017 -0.083539999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 -6 8 -7 10 11 -10
right_child=1 2 -4 4 5 7 -8 -9 9 -11 -12 -13
leaf_value=-0.00075357250438907823 -0.00053077757174180827 0.0008404578017446923 -0.00072253218024690964 -0.00049943726945422232 0.0012244262469231825 0.00069142630626057623 3.1416958227841196e-05 -0.00040345440908490937 0.00097541764044384088 -0.00059647201646610324 -0.00042943104910532899 9.2827615924134717e-05
leaf_weight=0.0011431915585060825 0.0010646859959156816 0.0013842394965909209 0.0010137402991387259 0.001798931369947296 0.001133231549929615 0.0011114299425329958 0.0010310539929936219 0.0018938220603884094 0.0012855935974076642 0.0010973031484287285 0.0011644923850807178 0.0015110115059824905
leaf_count=503 151 264 180 177 115 51 85 185 339 183 384 504
internal_value=0 4.07628e-05 8.29477e-05 0.000143834 6.36552e-05 0.000162694 0.000656083 3.02686e-05 0.000163399 4.73815e-05 0.000225742 0.000498552
internal_weight=0 0.0154895 0.0144248 0.0134111 0.0120269 0.0102279 0.00216429 0.00806365 0.00616983 0.0050584 0.0039611 0.00279661
internal_count=3121 2618 2467 2287 2023 1846 200 1646 1461 1410 1227 843
is_linear=0
shrinkage=0.00188464


Tree=3065
num_leaves=9
num_cat=0
split_feature=4 42 43 4 4 15 1 2
split_gain=3.95227e-05 4.49056e-05 7.71116e-05 7.70301e-05 9.1434e-05 9.45878e-05 0.000124446 7.12167e-05
threshold=0.27287000000000006 0.091735000000000025 0.12450000000000001 0.055260000000000011 -0.27825499999999997 -0.0088349999999999974 0.094385000000000011 0.088850000000000012
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=-0.0066468779125961166 0.0039388631294768875 -0.0059941879640619889 0.0075704280112483631 -0.0068362335652636915 -0.008034211524245145 0.0017330726071029382 0.0057932813949547121 0.011551355525540159
leaf_weight=0.0013397228607273408 0.0019571947238230239 0.001338147916087753 0.001096201031002028 0.0016900537566580751 0.0014015776820244575 0.0015306180529315561 0.0010632884538601672 0.0012440317167096845
leaf_count=213 352 562 166 214 561 671 165 217
internal_value=0 -0.000771578 -2.53679e-05 -0.00103229 0.000458611 0.00227545 -0.00206934 0.00613516
internal_weight=0 0.0107036 0.00936549 0.00826929 0.00657924 0.00523952 0.00246487 0.00277465
internal_count=3121 2769 2207 2041 1827 1614 726 888
is_linear=0
shrinkage=0.0304782


Tree=3066
num_leaves=10
num_cat=0
split_feature=41 157 160 52 4 0 0 151 4
split_gain=4.05963e-05 5.54677e-05 0.000132492 0.000186208 7.56412e-05 7.83491e-05 7.39641e-05 5.64672e-05 3.54554e-05
threshold=1.0000000180025095e-35 -0.073574999999999988 -1.0000000180025095e-35 0.10744000000000002 -0.35136499999999998 -0.062294999999999996 -0.10096999999999999 -0.0083949999999999979 0.15285000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 7 -6 -9
right_child=-2 2 3 -5 5 -7 -8 8 -10
leaf_value=0.0077020423907474302 -0.0067373279761856865 -0.0095565675669325272 -0.009185230677361279 0.014718683707394306 -0.0050581639541690442 0.0083037793503636433 -0.007636010681833263 0.00036402106644732737 0.0085236086872661175
leaf_weight=0.0011908625419209699 0.0010209077710044848 0.0015955908367730242 0.0010679852108961309 0.0011237449611788842 0.0011106649222705489 0.0013720016503650451 0.0015083118772640843 0.0013308330464930187 0.0012810051712926138
leaf_count=400 173 645 118 164 116 197 1078 118 112
internal_value=0 0.000545262 -0.00027501 0.00140894 -0.000540891 0.000857305 -0.00109585 0.00155415 0.00436598
internal_weight=0 0.011581 0.0103901 0.00879455 0.0076708 0.00660282 0.00523082 0.0037225 0.00261184
internal_count=3121 2948 2548 1903 1739 1621 1424 346 230
is_linear=0
shrinkage=0.0350099


Tree=3067
num_leaves=9
num_cat=0
split_feature=50 160 12 1 3 43 12 12
split_gain=3.66152e-05 6.0674e-05 7.45406e-05 9.85711e-05 0.000118172 0.000142269 6.85832e-05 4.73715e-05
threshold=0.088425000000000017 -0.085579999999999976 0.097825000000000009 0.11181500000000001 0.096675000000000011 -0.072864999999999985 0.10832500000000002 0.078300000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -4 -7
right_child=-2 2 6 -5 -6 7 -8 -9
leaf_value=0.008310043754336003 -0.0050190969464532229 0.0046471063311897881 0.01134046929526308 -0.0086204376488955188 0.009454790144222576 -0.0036174982424675198 -0.0003346021711497628 -0.012830652086133057
leaf_weight=0.0010528208997145011 0.0014745517591525171 0.0019921761445078445 0.0010750232911996005 0.0018156161253417629 0.0012665401119515973 0.0015977755818458086 0.0012121778436549905 0.0010454369762276099
leaf_count=385 560 569 183 273 98 158 196 699
internal_value=0 0.000626032 -0.000182573 -0.00176381 0.000345503 -0.00214345 0.00515288 -0.00726146
internal_weight=0 0.0110576 0.0100047 0.00771754 0.00590193 0.00463539 0.0022872 0.00264321
internal_count=3121 2561 2176 1797 1524 1426 379 857
is_linear=0
shrinkage=0.0336504


Tree=3068
num_leaves=12
num_cat=0
split_feature=484 15 133 133 12 15 12 3 3 151 4
split_gain=0.000171543 0.000144197 0.000121596 0.000172341 0.000127912 0.000171255 0.000148458 0.000183078 0.000133051 0.000108085 0.000179008
threshold=-0.0068949999999999992 -0.24436499999999997 0.10622000000000002 0.083950000000000011 -0.040564999999999997 1.0000000180025095e-35 0.09334000000000002 -0.10023499999999998 -0.078724999999999976 -0.044604999999999992 0.0061450000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 -6 -7 -9 -11
right_child=1 2 -4 -5 5 8 -8 9 -10 10 -12
leaf_value=-0.00072471259001339401 0.00065189668143660951 -0.00064630506808255816 -0.00059333404523018922 0.00061371060321397438 0.00093242019266665758 -2.3600682368405329e-05 -0.00032992789834323453 -0.00037834966563794151 -0.00087938726945891322 -0.00018039513522534258 0.00068155463836947687
leaf_weight=0.0010560882278414568 0.0012298074627967821 0.0010690627623555988 0.0011152512508773972 0.0015797969608909784 0.0012601721784549552 0.0014655405839075208 0.001574556746223965 0.0010664598773324511 0.0010752882604953776 0.0014834884031545571 0.0018462773137755165
leaf_count=503 232 137 355 370 100 552 255 99 202 209 107
internal_value=0 4.61309e-05 -8.90608e-06 4.35698e-05 -3.95148e-05 2.68699e-05 0.000171865 0.000311548 -0.000385773 0.000133576 0.000297536
internal_weight=0 0.0147657 0.0135359 0.0124206 0.0108408 0.00977178 0.00723095 0.0056564 0.00254083 0.00439623 0.00332977
internal_count=3121 2618 2386 2031 1661 1524 770 515 754 415 316
is_linear=0
shrinkage=0.00184769


Tree=3069
num_leaves=14
num_cat=0
split_feature=147 484 41 15 16 47 52 52 2 2 4 0 12
split_gain=0.000203567 0.000262884 0.000194626 0.000123638 0.000173449 0.000145996 0.000147684 0.000257686 0.000111458 0.000279628 0.000196493 0.000230372 2.94822e-05
threshold=0.089025000000000007 -0.0068949999999999992 0.078475000000000017 -0.24436499999999997 -0.36241499999999999 0.10783500000000001 -0.16675999999999999 -0.081429999999999989 0.091185000000000002 0.11093500000000002 -0.083854999999999985 -0.10151999999999999 0.081420000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -6 -8 10 12 -9 -12 -10
right_child=-2 2 -4 4 5 -7 7 8 9 -11 11 -13 -14
leaf_value=-0.00099384336451528114 0.00082152501238640606 0.00069522695088780617 -0.00078968538238855185 -0.00061875465261311633 -0.00071955535897243205 0.00060954055547267501 0.00073478647131387028 0.0008580771427590426 -0.00057723859895134522 0.00032288767186746314 0.00030216363395896268 -0.00081191695314651623 -0.0010507631761117026
leaf_weight=0.0011029124493183778 0.0010498103134097573 0.0010796244594303795 0.001124993773956722 0.001518432797995216 0.0010018081147190926 0.0017416790581555449 0.0018192532157017645 0.0010589883127417681 0.0010052583156308086 0.0014072533778405928 0.0018681621263013479 0.0011546620364417098 0.0010168736010504474
leaf_count=492 124 203 126 139 304 99 222 274 58 117 64 655 244
internal_value=0 -6.83214e-05 -3.70337e-06 5.65628e-05 5.83453e-06 8.43836e-05 -4.14058e-06 7.26733e-05 -8.76941e-05 -0.000348279 0.000131239 -0.000123394 -0.000815361
internal_weight=0 0.0168999 0.015797 0.014672 0.0135924 0.0120739 0.0103323 0.00933045 0.0075112 0.00342939 0.00408181 0.00302282 0.00202213
internal_count=3121 2997 2505 2379 2176 2037 1938 1634 1412 419 993 719 302
is_linear=0
shrinkage=0.00196078


Tree=3070
num_leaves=10
num_cat=0
split_feature=1 52 3 0 4 16 48 4 12
split_gain=3.99233e-05 0.000185181 0.000100799 8.8259e-05 0.000141991 7.38188e-05 6.86013e-05 8.39025e-05 5.52765e-05
threshold=0.111945 0.11434500000000002 0.090900000000000009 -0.084269999999999984 0.053180000000000012 0.042200000000000008 0.10358500000000001 0.19806500000000002 0.088615000000000013
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -4 7 -2 -5
right_child=6 -3 5 8 -6 -7 -8 -9 -10
leaf_value=-0.014049966527149332 0.00024971151300870063 -0.014664151021541821 0.011891789375936384 0.0059986572778443379 0.0017433806620944358 -7.9087494060402301e-05 -0.0040025075505956218 0.012585627088226725 -0.0031566207225094808
leaf_weight=0.0013521258258612971 0.0013322496847543172 0.0010305010940883106 0.0012606934816705717 0.001687171414239747 0.0012318811301766798 0.0010855968632158541 0.0011148027107290778 0.0011749355545136921 0.001339733480736181
leaf_count=793 151 399 80 403 194 70 97 249 685
internal_value=0 -0.00124207 0.000496166 -0.00195297 -0.00652076 0.00635303 0.00294258 0.00603066 0.00194645
internal_weight=0 0.0089877 0.0079572 0.00561091 0.00258401 0.00234629 0.00362199 0.00250719 0.0030269
internal_count=3121 2624 2225 2075 987 150 497 400 1088
is_linear=0
shrinkage=0.0336504


Tree=3071
num_leaves=13
num_cat=0
split_feature=484 133 133 15 3 3 3 43 3 160 2 2
split_gain=0.000195256 0.000132366 0.000175349 0.000188312 0.000116789 9.78036e-05 0.000128626 0.000114252 0.000118488 0.000116903 0.000163282 2.73757e-05
threshold=-0.0068949999999999992 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 -0.077644999999999978 -0.13309499999999996 -0.077774999999999983 -0.074359999999999996 0.076840000000000006 0.086870000000000017 0.093680000000000013 0.11474000000000002
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 -10 -12
right_child=1 -3 -4 4 -6 6 7 8 9 -11 11 -13
leaf_value=-0.000780125302608858 0.00056174531205697726 -0.0005717355402516651 0.00069686218609921419 -0.00010051200725541216 -0.00093190529601615735 -0.00054573207533153512 0.00063417761619357727 -0.00052653772521089534 0.00097535714193791665 -0.00038242367376346831 -0.00015806898369695821 0.00027390053901659047
leaf_weight=0.001073661042048024 0.001674450648357354 0.001113189372932903 0.0015678864497751929 0.0014995650690996975 0.0010005695375655918 0.0010743148555867072 0.0014054129762185157 0.0010817017104146542 0.0010160405075811396 0.0010098986546187572 0.0010615748773954437 0.0010235087798448061
leaf_count=503 183 371 418 565 200 268 125 205 70 37 69 107
internal_value=0 5.2751e-05 0.000104572 2.61856e-05 -0.000433241 0.000149074 5.90121e-05 0.000157477 2.84579e-05 0.00017449 0.000355852 5.39727e-05
internal_weight=0 0.0145281 0.0134149 0.011847 0.00250013 0.0093469 0.00767245 0.00659814 0.00519272 0.00411102 0.00310112 0.00208508
internal_count=3121 2618 2247 1829 765 1064 881 613 488 283 246 176
is_linear=0
shrinkage=0.00188464


Tree=3072
num_leaves=14
num_cat=0
split_feature=484 133 1374 457 133 4 12 1 12 1 13 4 3
split_gain=0.000200996 0.000154512 0.000178377 0.000149081 0.000228716 0.000160625 0.000139696 0.000188135 0.000246942 0.000173807 0.000164706 7.61415e-05 4.64237e-05
threshold=-0.0068949999999999992 0.10622000000000002 -0.08070999999999999 0.080930000000000016 0.083950000000000011 0.27044500000000005 -0.040564999999999997 0.12873500000000002 0.098810000000000023 0.080585000000000004 -0.084154999999999994 -0.17966999999999997 -0.00083499999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4 8 9 11 -11 -8 -7
right_child=1 -3 3 -5 -6 12 7 -9 -10 10 -12 -13 -14
leaf_value=-0.0007903587684831248 -0.00067028143159527319 -0.00061595921006598199 -0.00080135354337575388 0.000719985979980947 0.00083161646078119486 0.00077057259183716171 0.0008085755031436594 0.00061787321413159701 -0.0010028950901999169 0.00025190334200992487 -0.00067112708659878661 7.1610549675313039e-05 0.00018712950913896004
leaf_weight=0.0011464785521279946 0.0010340564533635197 0.0012110137343820564 0.0010000394021891547 0.0015451341097507893 0.0013442993303293396 0.0010020056451145419 0.0010047318244954589 0.001334457141012102 0.0011017782948881403 0.0012014670789680659 0.00176218768500118 0.0010695682002655601 0.0010139306366380571
leaf_count=503 55 371 99 182 339 118 31 49 205 119 368 563 119
internal_value=0 4.35462e-05 9.89568e-05 0.000158408 8.50874e-05 -1.05792e-05 -0.000126599 -3.63179e-05 -0.000178505 1.78556e-06 -0.00029693 0.000428575 0.000477125
internal_weight=0 0.0156247 0.0144137 0.0133796 0.0118345 0.0104902 0.00847423 0.00747419 0.00613973 0.00503795 0.00296365 0.0020743 0.00201594
internal_count=3121 2618 2247 2192 2010 1671 1434 1335 1286 1081 487 594 237
is_linear=0
shrinkage=0.00192234


Tree=3073
num_leaves=10
num_cat=0
split_feature=1 42 457 49 42 484 1 52 4
split_gain=3.76107e-05 8.01867e-05 5.68861e-05 0.000110796 6.79731e-05 7.86812e-05 5.63272e-05 0.000112646 7.47978e-05
threshold=0.12500000000000003 0.091735000000000025 0.087995000000000004 -0.00064499999999999985 0.08623500000000002 0.073690000000000019 0.090405000000000013 0.092650000000000024 0.053925000000000008
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -5 -8
right_child=-2 -3 -4 4 -6 -7 8 -9 -10
leaf_value=-0.0098341692219746264 0.0053519549659884116 -0.010504655604779142 0.0082843457271519032 -0.015673816326908632 0.010946209644662849 0.0099856854325708483 0.010073195038377928 0.0029106584118873029 -0.0056369748276798703
leaf_weight=0.0018278358574525975 0.0018508889672317732 0.0013064171968712483 0.0013061736584020706 0.0012145022297705211 0.0010906143508776925 0.0010103028692963374 0.0010137045400809321 0.0010011680276667166 0.0010260960516290663
leaf_count=410 279 583 138 725 373 157 212 174 70
internal_value=0 -0.000976762 0.000334817 -0.0009339 0.00162545 -0.000305006 -0.00274815 -0.00727628 0.00217039
internal_weight=0 0.0107968 0.0094904 0.00818422 0.00635639 0.00526577 0.00425547 0.00221567 0.0020398
internal_count=3121 2842 2259 2121 1711 1338 1181 899 282
is_linear=0
shrinkage=0.0410197


Tree=3074
num_leaves=14
num_cat=0
split_feature=484 133 3 48 51 4 12 151 0 16 2 1 15
split_gain=0.000176459 0.000171836 0.000189648 0.000195859 0.000202085 0.000224037 0.000214782 0.000251595 0.000285158 0.000133781 0.000150051 0.000125787 4.54589e-05
threshold=-0.0068949999999999992 0.10622000000000002 0.16158000000000003 0.11951500000000001 0.08955500000000001 0.27834500000000006 0.051320000000000005 -0.016164999999999995 -0.019414999999999998 0.22339500000000004 0.08622500000000001 0.096125000000000016 0.082685000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2 11 10 12 -9 -8
right_child=1 -3 -4 -5 -6 -7 9 8 -10 -11 -12 -13 -14
leaf_value=-0.00073456953054992129 0.0011596851655064973 -0.00066487291895094252 0.00083481325696422996 -0.00075677168825713254 -0.00060492913139982617 0.00086075852913695516 -0.00069455631776904505 0.00015694245788707548 0.00094898392111168078 -0.00082261233841921736 0.00034410896523667898 -0.00074111214387476392 -0.00011948814327213487
leaf_weight=0.0011786795298560906 0.0011348661632499812 0.0011934587014909509 0.0011736664930185317 0.0010780777100185554 0.0013480526850639428 0.0015511780679446962 0.0010125440852124783 0.0012326435120300072 0.0010395697835827661 0.0010222693492088243 0.0019130174865660378 0.0010825051030440846 0.0010193637890300103
leaf_count=503 113 371 142 63 220 210 157 109 67 218 488 49 411
internal_value=0 3.64688e-05 9.37687e-05 2.90275e-05 9.75895e-05 0.000183621 7.25515e-05 0.000377277 0.000112597 -0.000202874 -4.22782e-05 -0.000262965 -0.000406057
internal_weight=0 0.0158012 0.0146078 0.0134341 0.012356 0.011008 0.00945678 0.00448958 0.00335472 0.00496719 0.00394493 0.00231515 0.00203191
internal_count=3121 2618 2247 2105 2042 1822 1612 338 225 1274 1056 158 568
is_linear=0
shrinkage=0.00192234


Tree=3075
num_leaves=9
num_cat=0
split_feature=49 42 52 159 42 0 133 15
split_gain=3.73246e-05 7.4339e-05 6.89803e-05 0.000138212 7.81726e-05 7.46304e-05 7.99538e-05 6.70893e-05
threshold=-0.043469999999999995 0.091545000000000015 -0.0027449999999999996 0.076905000000000015 0.086135000000000003 -0.10151999999999999 0.082925000000000013 -0.040804999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=7 2 3 -2 5 -4 -7 -1
right_child=1 -3 4 -5 -6 6 -8 -9
leaf_value=0.0096138252731039833 -0.013160222440530899 -0.010033316533345571 0.0062314502099883318 0.0048823506470883028 0.012519730390353978 -0.0094052177708972545 0.0047458030868417532 -0.0019990418689664301
leaf_weight=0.0015220827560422246 0.0014776886911750137 0.0012996832237395775 0.0019582060901430455 0.0011926606710060733 0.0010116784756958389 0.0016082339438460702 0.0010107021528950645 0.0015719944479807247
leaf_count=226 525 614 205 278 279 616 179 199
internal_value=0 -0.00126842 0.000110845 -0.00510185 0.00260148 0.000409266 -0.00394404 0.00371373
internal_weight=0 0.00955885 0.00825917 0.00267035 0.00558882 0.00457714 0.00261894 0.00309408
internal_count=3121 2696 2082 803 1279 1000 795 425
is_linear=0
shrinkage=0.0394268


Tree=3076
num_leaves=10
num_cat=0
split_feature=1 52 2 13 48 0 12 160 16
split_gain=3.88246e-05 0.000162423 0.000100372 8.38339e-05 6.31476e-05 7.55785e-05 6.2872e-05 0.000111567 4.60804e-05
threshold=0.111945 0.11434500000000002 0.099185000000000009 -0.089109999999999981 0.10358500000000001 -0.10324499999999999 0.088615000000000013 0.083670000000000008 -0.029084999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 5 -2 7 8 -1
right_child=4 -3 3 -5 -6 -7 -8 -9 -10
leaf_value=0.008164282344480878 0.012858186879158819 -0.014482166107513404 0.013405944774094026 0.0010032025339907513 -0.0038765882560962087 0.00063647346200012439 -0.0089401064933993159 -0.0091793930121586639 -0.0012598905159630493
leaf_weight=0.0014047295249749508 0.0011220362769297065 0.001012873053065611 0.0010712247120445717 0.0017745275662588668 0.0011260195984801502 0.0013865671567464669 0.0013727575820717212 0.0011614500277924277 0.0011619667998439929
leaf_count=482 120 399 59 444 97 280 666 178 396
internal_value=0 -0.00127875 0.00040415 0.00567196 0.00301125 0.00610294 -0.00253472 -0.00017616 0.00389787
internal_weight=0 0.00895953 0.00794666 0.00284575 0.00363462 0.0025086 0.0051009 0.00372815 0.0025667
internal_count=3121 2624 2225 503 497 400 1722 1056 878
is_linear=0
shrinkage=0.0350099


Tree=3077
num_leaves=9
num_cat=0
split_feature=1 457 2 3 12 12 1 2
split_gain=3.71957e-05 6.40729e-05 7.81389e-05 9.73987e-05 6.48215e-05 5.02533e-05 1.18667e-05 1.09245e-05
threshold=0.12500000000000003 0.045365000000000009 0.11293500000000002 0.088060000000000013 0.079890000000000017 0.090455000000000021 0.091785000000000019 0.11870500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7 -4
right_child=-2 -3 7 -5 5 6 -8 -9
leaf_value=0.0035944730644851988 0.0045445669684310349 0.0050668973681376617 0.0065904627777679126 -0.01136130187692613 -0.010188292380834378 0.0015186016789749146 -0.0037882160105963325 0.0014166760564801773
leaf_weight=0.0019126024940723176 0.0018512101799382343 0.001863339676696006 0.0010003515112175405 0.0016196483826925734 0.0012085191702404774 0.0010076467504951548 0.0010595199039670627 0.001000559910855691
leaf_count=236 279 271 134 122 1056 537 297 189
internal_value=0 -0.000831239 -0.00207887 -0.00386648 -0.00152679 -0.00451698 -0.00120139 0.0040033
internal_weight=0 0.0106722 0.00880885 0.00680794 0.00518829 0.00327569 0.00206717 0.00200091
internal_count=3121 2842 2571 2248 2126 1890 834 323
is_linear=0
shrinkage=0.0350099


Tree=3078
num_leaves=10
num_cat=0
split_feature=15 15 43 131 42 2 2 1 1
split_gain=3.24419e-05 7.64872e-05 4.47535e-05 0.000112323 7.1793e-05 0.000132277 0.000139991 9.07454e-05 6.01449e-05
threshold=-0.24436499999999997 -0.11713499999999999 -0.17390999999999998 0.080385000000000012 0.086325000000000013 0.084245000000000014 0.099185000000000009 0.10557500000000002 0.086105000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 8 -8 -7
right_child=1 2 3 -5 -6 6 7 -9 -10
leaf_value=0.006262904639423493 -0.011062093857090088 0.0058250047689991811 0.012537656163818427 -0.012677390882984174 -0.0088240555539606542 -0.015100758386931798 0.012279795606569874 -0.0020924490016357156 -0.0016389126507552676
leaf_weight=0.0011528467029323182 0.0010050933774540674 0.0018843952115380645 0.0015264382152521787 0.0010946442666459836 0.0010240542153817393 0.0010578146082797389 0.0013609596183956681 0.0013706888076750051 0.0010070698293350167
leaf_count=253 231 184 302 406 753 543 229 155 65
internal_value=0 -0.000679322 0.000331291 -0.000895046 0.000860424 0.0024289 -0.000788089 0.00506808 -0.00853525
internal_weight=0 0.0113312 0.0103261 0.00844167 0.00734703 0.00632297 0.00479653 0.00273165 0.00206488
internal_count=3121 2868 2637 2453 2047 1294 992 384 608
is_linear=0
shrinkage=0.0394268


Tree=3079
num_leaves=13
num_cat=0
split_feature=147 484 133 133 15 42 0 0 48 47 43 48
split_gain=0.000175074 0.000241161 0.000174724 0.000238564 0.000173274 0.000273933 0.000150776 0.000331544 0.000192735 0.000119421 0.000176279 0.000105808
threshold=0.089025000000000007 -0.0068949999999999992 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 0.085935000000000025 -0.13027499999999997 -0.074479999999999977 0.086260000000000017 0.098400000000000015 -0.083684999999999996 0.10668000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 8 -8 -3 10 -9 -10
right_child=-2 2 -4 -5 5 -7 7 9 11 -11 -12 -13
leaf_value=-0.00092368183772942487 0.00076709119453363163 0.0008004564072341436 -0.00069307999309098421 0.00075693671108700009 -0.0010266340980889241 0.00028370914072101448 -0.00074661476339797227 0.00058658830708859704 -0.0004348661856629355 0.00071363734543668483 -0.00045252869833568209 0.00040337329361168434
leaf_weight=0.0010962369945022735 0.001022574851629778 0.0019953140947438332 0.0012031970555990605 0.0016495633974123762 0.0014179545776948676 0.001009165703877022 0.0019866239941851386 0.0010379589253020638 0.0011304918625996141 0.0012384410963912629 0.0014406483575119878 0.0010959235001841705
leaf_count=492 124 115 371 405 470 258 379 68 62 54 273 50
internal_value=0 -5.28903e-05 9.89016e-06 7.02963e-05 -2.13981e-05 -0.00048181 9.11893e-05 -0.000112651 0.000366583 0.000226179 -1.73808e-05 -2.22539e-05
internal_weight=0 0.0163015 0.0152053 0.0140021 0.0123525 0.00242712 0.0099254 0.00570367 0.00422173 0.00371705 0.00247861 0.00222642
internal_count=3121 2997 2505 2134 1729 728 1001 774 227 395 341 112
is_linear=0
shrinkage=0.00192234


Tree=3080
num_leaves=11
num_cat=0
split_feature=4 0 13 3 457 15 15 15 47 0
split_gain=3.51857e-05 7.52021e-05 5.02635e-05 6.24498e-05 8.48963e-05 8.10562e-05 8.41192e-05 0.000118478 0.000129054 3.80036e-05
threshold=-0.49405499999999997 -1.0000000180025095e-35 -0.094514999999999988 0.12178000000000001 0.080930000000000016 0.084050000000000014 -0.016799999999999995 -0.095244999999999982 0.090280000000000013 -0.11756999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 4 5 6 7 8 -4 -2
right_child=1 -3 3 -5 -6 -7 -8 -9 -10 -11
leaf_value=-0.0059858439019182868 -0.0004940562732290056 0.0078699976827452979 0.010524348931352012 -0.0097350210521018922 0.0070377703850060059 -0.01151983562345279 0.0078640576211413855 -0.012224231570360478 -0.0070690668346940376 0.0089640848511131632
leaf_weight=0.0011089730714951918 0.0010332185631824892 0.00149329522547816 0.001020985676505898 0.0010631142820680672 0.0014090014697159398 0.0010163367982654881 0.0010927256895767934 0.0011772544625257633 0.0010231692222100824 0.0010497464264361527
leaf_count=156 151 186 255 54 196 938 280 588 125 192
internal_value=0 0.000547078 -0.00055911 -0.00184896 -0.000604976 -0.00262518 -0.000529751 -0.00337699 0.00171824 0.00427254
internal_weight=0 0.0113788 0.00988555 0.00780259 0.00673947 0.00533047 0.00431414 0.00322141 0.00204415 0.00208296
internal_count=3121 2965 2779 2436 2382 2186 1248 968 380 343
is_linear=0
shrinkage=0.0350099


Tree=3081
num_leaves=9
num_cat=0
split_feature=1 49 4 47 4 52 3 0
split_gain=3.97726e-05 6.62496e-05 0.000100165 8.89236e-05 9.70038e-05 0.00010389 0.00012502 4.54391e-05
threshold=0.12337000000000002 -0.043469999999999995 0.0061450000000000003 0.092530000000000015 0.053180000000000012 0.0031350000000000002 -0.078934999999999991 0.12500000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -3 -7
right_child=-2 3 -4 -5 -6 7 -8 -9
leaf_value=-0.0026758073497054487 0.0044008733051361529 -0.016390338963182198 0.01065739982715665 -0.010919835313644396 0.0060621086040407134 0.0075960010473291569 -0.0015396189364255356 -0.002651872024963549
leaf_weight=0.0013676309256429623 0.0020019483776693514 0.0011504579274508055 0.0012897834194047463 0.0012372961674906513 0.0017377298387732162 0.0010171922304824522 0.0015919435238438387 0.0010217549053270652
leaf_count=235 294 721 137 241 300 857 304 32
internal_value=0 -0.000881609 0.0037955 -0.00248404 -0.000882954 -0.00340706 -0.00776961 0.0024606
internal_weight=0 0.0104138 0.00265741 0.00775637 0.00651908 0.00478135 0.0027424 0.00203895
internal_count=3121 2827 372 2455 2214 1914 1025 889
is_linear=0
shrinkage=0.0343234


Tree=3082
num_leaves=11
num_cat=0
split_feature=484 133 133 15 12 3 0 1 48 3
split_gain=0.000153679 0.000123502 0.000198548 0.000203931 0.000120528 9.91359e-05 0.000112742 0.000208461 0.000162032 7.20304e-05
threshold=-0.0068949999999999992 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 0.088305000000000008 -0.13309499999999996 -0.13027499999999997 0.095285000000000022 0.086260000000000017 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 8 -8 -7 -9
right_child=1 -3 -4 4 -6 6 7 9 -10 -11
leaf_value=-0.00071083282554622611 0.00056715304180350796 -0.00056301079932381446 0.00073330693364828236 -0.00090062480919398562 -6.2928476083720181e-05 0.00069501513782558894 -0.00069222757662515378 -0.00014101074683319013 -0.000104058456618324 0.00050703649933121254
leaf_weight=0.0010245364937494167 0.0015935347411770882 0.0010965835274033909 0.0015312151456512773 0.0011948165857512396 0.0012465346607301968 0.0017905191127056824 0.001608137514856822 0.0012222210769455098 0.001814987823845704 0.0012146129387469104
leaf_count=503 183 371 418 388 377 132 395 142 97 115
internal_value=0 4.47559e-05 9.51825e-05 1.15646e-05 -0.000472904 0.000139513 5.0439e-05 -0.000165561 0.000292767 0.000182001
internal_weight=0 0.0143132 0.0132166 0.0116854 0.00244135 0.00924401 0.00765048 0.00404497 0.00360551 0.00243683
internal_count=3121 2618 2247 1829 765 1064 881 652 229 257
is_linear=0
shrinkage=0.00188464


Tree=3083
num_leaves=14
num_cat=0
split_feature=484 133 1374 133 15 457 3 3 15 1 1 42 47
split_gain=0.000228026 0.000179114 0.000187738 0.000127918 0.000182366 0.000139094 0.000157111 0.000151778 0.000102541 9.57967e-05 0.000178664 7.71662e-05 7.43655e-05
threshold=-0.0068949999999999992 0.10622000000000002 -0.08070999999999999 0.083950000000000011 0.024640000000000006 0.045365000000000009 -0.10519499999999998 -0.034684999999999994 -0.024814999999999997 0.085345000000000018 0.10508500000000001 0.081660000000000024 0.090100000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 8 -8 -4 -9 -11 -6 -12
right_child=1 -3 3 -5 11 -7 7 9 -10 10 12 -13 -14
leaf_value=-0.00084960088216828726 -0.0006917783642396663 -0.00067530955212583346 0.0009661081424058867 0.00067836367598891206 -0.00075987675059838731 0.00088872756106736939 -0.00063360645359297329 0.00064888455727767189 0.00012597194930531513 -0.00067158913007162003 0.00065896421145786354 -3.1492903115533667e-05 -2.1008591437121749e-06
leaf_weight=0.0011311893606095027 0.001010384828450229 0.0011753892449915494 0.001157207656936235 0.0015947827564332844 0.0011086141039257291 0.0010082604091535075 0.001219977338546379 0.0010190551130731165 0.0010014567450475874 0.0010889157417270923 0.0010244470990244999 0.0010433047821674871 0.0016284373406425523
leaf_count=503 55 371 99 394 435 117 349 79 104 87 161 307 60
internal_value=0 4.52703e-05 0.000106182 0.000168708 9.67778e-05 0.000215225 0.000131796 -2.86561e-05 0.000576349 0.000126363 -1.59418e-05 -0.000406738 0.000253178
internal_weight=0 0.0150802 0.0139048 0.0128945 0.0112997 0.00914776 0.0081395 0.00598083 0.00215866 0.00476086 0.0037418 0.00215192 0.00265288
internal_count=3121 2618 2247 2192 1798 1056 939 736 203 387 308 742 221
is_linear=0
shrinkage=0.00192234


Tree=3084
num_leaves=10
num_cat=0
split_feature=14 15 147 16 2 48 15 43 16
split_gain=4.69088e-05 8.30653e-05 5.07839e-05 8.87813e-05 0.00012632 8.50645e-05 4.99209e-05 9.40444e-05 8.25561e-05
threshold=-0.10708499999999999 -0.10653 1.0000000180025095e-35 -0.094359999999999986 0.092875000000000013 0.091545000000000015 -0.016799999999999995 -0.17390999999999998 0.15891500000000003
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=-0.0072824607508838327 0.0079087207569780611 -1.8993675999740749e-05 0.006820214476820614 -0.0069303482113882058 -0.016553123053626571 0.008078182166812449 0.0092240908690334154 0.0023910343230079296 -0.010535972651550986
leaf_weight=0.0010062849202021338 0.0016346640161849944 0.0012697595812463007 0.0010102317868557692 0.0014822448513590308 0.0010223685360591685 0.0014548104831429709 0.0011011618999616575 0.0014335936124982391 0.0010483267288891106
leaf_count=140 389 224 164 549 141 177 92 1097 148
internal_value=0 0.000601387 -0.000614703 -0.00146704 -0.00739379 0.00061649 -0.00152658 0.000708844 -0.00306914
internal_weight=0 0.0114572 0.0098225 0.00881227 0.00229213 0.00652014 0.00506533 0.00358308 0.00248192
internal_count=3121 2981 2592 2428 365 2063 1886 1337 1245
is_linear=0
shrinkage=0.0350099


Tree=3085
num_leaves=12
num_cat=0
split_feature=484 403 132 133 160 13 12 15 1 4 2
split_gain=0.000218988 9.24766e-05 0.000103156 0.000146703 0.000142097 0.000179292 0.00032332 0.000120991 0.000120085 0.000216124 0.000177214
threshold=-0.0068949999999999992 -1.0000000180025095e-35 0.079970000000000013 -0.038089999999999992 -0.080409999999999995 -0.084034999999999985 0.095330000000000012 -0.10324499999999999 0.086560000000000012 0.0061450000000000003 0.092235000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 -6 -7 -9 -10 -11
right_child=1 2 -4 4 5 7 -8 8 9 10 -12
leaf_value=-0.00077085194890524336 -0.00046760838732241963 -0.00057574864642655525 0.00058651142149033564 -0.00038835331497163653 0.00098852745923581355 0.00051976891581576317 -0.00025617711081739807 0.00028021724311714944 -0.0008504464557814301 0.00041185917225214022 -0.00052929244403224251
leaf_weight=0.0011123594828624838 0.0010302853268010477 0.0011226827417813575 0.001178458388226839 0.001638878244179384 0.0018661036611394748 0.0012782013215380224 0.001016858543755772 0.0019244621117365116 0.0013094610912529406 0.0015672911817210264 0.001056280720680064
leaf_count=503 703 361 191 362 224 132 35 236 284 41 49
internal_value=0 4.58466e-05 8.37446e-05 3.73847e-05 9.64326e-05 0.000175735 0.000549504 2.47253e-05 -8.33013e-05 -0.000261174 3.29405e-05
internal_weight=0 0.014989 0.0139587 0.0127802 0.0116575 0.0100187 0.00288296 0.0071357 0.0058575 0.00393303 0.00262357
internal_count=3121 2618 1915 1724 1363 1001 259 742 610 374 90
is_linear=0
shrinkage=0.00177594


Tree=3086
num_leaves=13
num_cat=0
split_feature=484 41 3 1 376 0 42 0 49 2 1 47
split_gain=0.000179231 0.000128354 0.000115826 9.90758e-05 9.76912e-05 0.000147099 0.000143699 0.0001142 0.000155659 0.000229978 0.000155568 0.000156671
threshold=-0.0068949999999999992 0.078475000000000017 -0.12018999999999998 0.13756000000000004 0.048375000000000008 -0.053834999999999994 0.091295000000000015 -0.083914999999999976 -0.069799999999999987 0.11215000000000001 0.08844500000000001 0.090100000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 8 -4 10 -10 -12
right_child=1 -3 3 -5 -6 -7 -8 -9 9 -11 11 -13
leaf_value=-0.00078720779944453677 0.00053624054787361106 -0.00062547440877729879 -0.00057251563399558683 0.00060370201513864545 0.00051768027288982301 -0.00070632427104624386 0.00063061760660778352 -0.00067936700928121377 -0.00014784630011907145 -0.00048365173092531656 0.0013349113626611041 0.00024765868465379345
leaf_weight=0.0010751054534238842 0.0019431276766054056 0.0010278887068177764 0.0013861147532912626 0.0010158426813893203 0.0010925288991879582 0.0013291215657179204 0.0011778285688908716 0.001133585597904334 0.0010110484107370933 0.0013803614049611931 0.0010221549966754895 0.0010160637685110441
leaf_count=503 209 133 120 135 137 202 373 581 526 78 72 52
internal_value=0 4.24623e-05 9.32896e-05 1.88637e-05 -3.74558e-05 -0.000101593 -2.69519e-06 -0.000110034 9.38318e-07 0.000180383 0.000480982 0.00079291
internal_weight=0 0.0145357 0.0135078 0.0115647 0.0105488 0.00945628 0.00812716 0.00694933 0.00581574 0.00442963 0.00304927 0.00203822
internal_count=3121 2618 2485 2276 2141 2004 1802 1429 848 728 650 124
is_linear=0
shrinkage=0.00196078


Tree=3087
num_leaves=13
num_cat=0
split_feature=484 133 133 15 3 3 52 160 4 1 1 2
split_gain=0.000226687 0.000131129 0.00020516 0.000171213 0.000170079 0.000126709 0.000124124 0.000132813 0.000183289 0.000213342 0.000114774 7.63382e-05
threshold=-0.0068949999999999992 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 -0.077644999999999978 -0.13309499999999996 -0.081429999999999989 -0.079874999999999988 -0.0016099999999999997 0.094825000000000007 0.111945 0.08708500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 11 -8 -9 -10 -11 -7
right_child=1 -3 -4 4 -6 6 7 8 9 10 -12 -13
leaf_value=-0.00086222344381514367 0.00062115449770140814 -0.00058133911936894263 0.00075160110597324446 -1.656105309029493e-05 -0.001037281825334033 0.00010685638000545033 -0.00068735910469730542 0.00074059199867733904 -0.00094348176567278302 0.00061584444627174053 -0.00026594529645454371 0.00081631822502688494
leaf_weight=0.001128716810308625 0.0016959771270637176 0.0011718505102042325 0.0016464762254077723 0.0015409743693600049 0.001058896528076122 0.0013855564529754215 0.0012642256746517328 0.0010674109704972064 0.0010125167222107163 0.0010464784261909887 0.0012399379782515926 0.0010068084771425656
leaf_count=503 183 371 418 565 200 110 178 80 132 69 125 187
internal_value=0 4.86693e-05 0.000101534 1.46493e-05 -0.000432288 0.000134208 3.12718e-05 -0.000127703 3.43393e-05 -0.000194178 0.000137644 0.000405428
internal_weight=0 0.0151371 0.0139653 0.0123188 0.00259987 0.00971891 0.00802293 0.00563057 0.00436634 0.00329893 0.00228642 0.00239236
internal_count=3121 2618 2247 1829 765 1064 881 584 406 326 194 297
is_linear=0
shrinkage=0.00196078


Tree=3088
num_leaves=10
num_cat=0
split_feature=14 15 49 12 133 42 16 1 43
split_gain=3.9164e-05 6.85311e-05 4.36106e-05 7.14295e-05 7.52756e-05 0.000105809 7.05949e-05 0.000111077 8.15221e-05
threshold=-0.10708499999999999 -0.10653 0.0043850000000000009 0.086700000000000013 0.089755000000000015 0.085465000000000013 -0.094359999999999986 0.094465000000000007 -0.041049999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 6 5 -5 -3 8 -8
right_child=1 2 -4 4 -6 -7 7 -9 -10
leaf_value=-0.0056620261653756929 0.0060959212461521393 -0.0096805550446720668 0.005311822373147387 -0.0075566575690993358 0.0081401650439431351 0.0045746440700799289 9.8446342622150729e-05 0.0042074234802601321 -0.01159727234934968
leaf_weight=0.0010161419735596174 0.0016494035575069102 0.0012385803800721855 0.0010381853523487852 0.0011732883218308822 0.0011973394310668922 0.001417444117178815 0.0010168757567215198 0.0017057979395671274 0.0011161839084729674
leaf_count=140 389 161 462 486 335 421 225 189 313
internal_value=0 0.000456699 -0.000482482 -0.00116102 0.00194418 -0.000919368 -0.00347768 -0.00147637 -0.00602167
internal_weight=0 0.0115531 0.0099037 0.00886551 0.00378807 0.00259073 0.00507744 0.00383886 0.00213306
internal_count=3121 2981 2592 2130 1242 907 888 727 538
is_linear=0
shrinkage=0.0298806


Tree=3089
num_leaves=10
num_cat=0
split_feature=41 3 1 4 3 16 3 16 3
split_gain=3.48371e-05 6.53114e-05 4.76878e-05 9.78332e-05 7.88701e-05 8.30575e-05 7.04609e-05 6.55773e-05 0.000111022
threshold=1.0000000180025095e-35 -0.12018999999999998 0.094385000000000011 -0.0016099999999999997 0.083060000000000009 -0.059624999999999991 0.13524500000000003 -0.078844999999999985 0.090900000000000009
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 5 -4 -6 -3 -9
right_child=-2 2 4 -5 6 -7 -8 8 -10
leaf_value=0.0093940950829601109 -0.0083148509900951503 0.009671405193568846 0.00023849412021653455 -0.01360580023268854 -0.0077749594291014953 0.018440933951000275 0.0070512283814948692 -0.014496853960309811 0.006462049045793619
leaf_weight=0.0015782113751636332 0.0010021999789333316 0.0011029201312967364 0.0010935314083655888 0.0015444161779776442 0.001915562663298509 0.0010472350644467063 0.0010639628932580525 0.0010951798176158517 0.0010626567149922272
leaf_count=221 173 591 216 456 119 260 168 864 53
internal_value=0 0.000665138 -0.000722821 -0.00402815 0.00237909 0.00914289 -0.00248066 0.000508184 -0.00417535
internal_weight=0 0.0115037 0.00992546 0.00480517 0.00512029 0.00214077 0.00297953 0.00326076 0.00215784
internal_count=3121 2948 2727 1964 763 476 287 1508 917
is_linear=0
shrinkage=0.0461948


Tree=3090
num_leaves=11
num_cat=0
split_feature=159 1 131 42 49 0 0 1 3 15
split_gain=3.54273e-05 5.62935e-05 5.6397e-05 5.35837e-05 7.12851e-05 9.68345e-05 0.000100466 8.39188e-05 0.000127046 5.17944e-05
threshold=-0.032739999999999991 0.13146500000000003 0.082070000000000018 -0.0060199999999999993 -0.047584999999999995 -0.084269999999999984 0.047850000000000011 0.11061500000000002 0.076840000000000006 -0.036009999999999993
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 9 7 -7 8 -6 -5
right_child=1 -3 -4 4 5 6 -8 -9 -10 -11
leaf_value=-0.006032069773424467 -0.0063660820603164163 0.007775717782537158 -0.0081677722487017972 0.012494373664084752 -0.0092888391004670411 0.010929564294844105 -0.0025092697423391209 -0.012701389362020324 0.0079906130037023376 0.001514336334168446
leaf_weight=0.0011013401423170923 0.00118863878477904 0.001182115630775 0.0010052949822481937 0.001076743353696793 0.0010295922100388749 0.0014107202460635474 0.0013196357976054118 0.0010421415979107937 0.0010569083783473765 0.0010305527945090216
leaf_count=421 592 216 358 151 477 503 143 74 66 120
internal_value=0 0.000544849 -0.000296444 0.0005679 0.00160251 -0.000383646 0.00443431 -0.00458826 -0.000536003 0.00712469
internal_weight=0 0.0113423 0.0101602 0.00915493 0.00796629 0.005859 0.00273036 0.00312864 0.0020865 0.0021073
internal_count=3121 2700 2484 2126 1534 1263 646 617 543 271
is_linear=0
shrinkage=0.0350099


Tree=3091
num_leaves=15
num_cat=0
split_feature=147 484 48 133 133 15 0 16 160 3 52 1 3 13
split_gain=0.000250813 0.000287502 0.000175706 0.00020934 0.000259237 0.000256505 0.000201664 0.000248615 0.000171363 0.00020546 0.000156278 0.000149545 0.000116926 5.59898e-05
threshold=0.089025000000000007 -0.0068949999999999992 0.12737000000000001 0.10622000000000002 0.083950000000000011 0.024640000000000006 -0.13027499999999997 0.0065250000000000004 0.086325000000000013 0.095270000000000007 -0.26636999999999994 0.10089500000000001 -0.084524999999999975 -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 6 8 11 9 -3 -9 -8 -7 -12
right_child=-2 2 -4 -5 -6 12 7 10 -10 -11 13 -13 -14 -15
leaf_value=-0.00092632115601532449 0.00086027113307773418 0.001132858222936168 -0.00070036219901904056 -0.00066275340699658691 0.00074772271908167239 -0.00012832258023308559 -0.00092393472912016014 -0.00029272112071756172 -0.00017582525484392686 0.00016813138041586162 0.00025234669554052987 -5.6318910036123998e-05 -0.0010010590700099211 0.00084287222585629953
leaf_weight=0.0011700364317801968 0.0010312069363370658 0.0015535844996186791 0.0010830296382648456 0.001222194206130389 0.0018627434779119071 0.0010000492655209657 0.0012968158131890653 0.0010843484930654467 0.0010327892222393512 0.0013572469548206456 0.0010329619309503452 0.0013108281004279333 0.0010150104986004814 0.0010753026176342217
leaf_count=492 124 85 71 356 403 336 290 176 51 72 80 137 375 73
internal_value=0 -5.96458e-05 4.0227e-06 5.54156e-05 0.000119853 2.03913e-05 0.000142058 -7.28247e-05 0.000458106 0.000683031 0.000266113 -0.000487796 -0.000567931 0.000553539
internal_weight=0 0.0170969 0.0159269 0.0148439 0.0136217 0.0117589 0.00974388 0.00580026 0.00394362 0.00291083 0.00319261 0.00260764 0.00201506 0.00210826
internal_count=3121 2997 2505 2434 2078 1675 964 756 208 157 329 427 711 153
is_linear=0
shrinkage=0.00181146


Tree=3092
num_leaves=9
num_cat=0
split_feature=4 150 457 43 13 13 3 2
split_gain=3.51116e-05 4.34123e-05 7.14826e-05 5.93164e-05 9.24885e-05 8.99609e-05 0.000169708 4.60396e-05
threshold=0.27287000000000006 0.10605000000000002 0.045365000000000009 -0.074359999999999996 -0.0034749999999999994 -0.095304999999999987 -1.0000000180025095e-35 0.10188000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 -7 -5
right_child=-2 -3 -4 5 -6 6 -8 -9
leaf_value=0.0093805841919662961 0.0047622282624248139 -0.0085256669294307853 0.0092384170869079553 0.0070619415152274097 -0.0033458788481505941 -0.020966633367466639 -0.0012620775284733555 -0.004091921823951997
leaf_weight=0.0016044186403387705 0.0019243445917466332 0.0010124480715096819 0.0010837604359666695 0.0011772445468383429 0.0018222709673310009 0.0010406055911214122 0.0017535478963007726 0.0010426134056199651
leaf_count=638 352 122 195 127 297 1146 172 72
internal_value=0 -0.000915833 -0.000106909 -0.00130682 0.00261281 -0.00398559 -0.0086005 0.00182324
internal_weight=0 0.0105369 0.00952446 0.0084407 0.00342669 0.00501401 0.00279415 0.00221986
internal_count=3121 2769 2647 2452 935 1517 1318 199
is_linear=0
shrinkage=0.0386538


Tree=3093
num_leaves=10
num_cat=0
split_feature=50 160 12 3 2 151 4 15 12
split_gain=3.49449e-05 5.34762e-05 7.03477e-05 0.000104862 0.000147281 0.000144923 0.000154054 9.43614e-05 7.32684e-05
threshold=0.088425000000000017 -0.085579999999999976 0.097825000000000009 0.12178000000000001 0.089885000000000007 -0.0083949999999999979 -0.021294999999999998 -0.016799999999999995 0.10832500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 7 -6 -7 -3 -4
right_child=-2 2 8 -5 5 6 -8 -9 -10
leaf_value=0.0094425541146212315 -0.0058811557780331239 -0.014191005249804097 0.013619183029170352 -0.012376749511327259 -0.006908270899145294 0.00042193043817597727 0.020386876194231712 0.00074095154602753764 -0.00079371107968483436
leaf_weight=0.0010342986285396078 0.0014607155942819522 0.0013996948832644478 0.0010812970735782647 0.0013102716425240635 0.0010663867257433152 0.001203104281179747 0.001300961266696109 0.0013394527702739573 0.001207346444666062
leaf_count=385 560 362 183 130 145 254 287 619 196
internal_value=0 0.000741151 -0.000167143 -0.00202421 0.000125629 0.00550722 0.0107945 -0.00688923 0.00601583
internal_weight=0 0.0109428 0.00990852 0.00761987 0.0063096 0.00357045 0.00250407 0.00273915 0.00228864
internal_count=3121 2561 2176 1797 1667 686 541 981 379
is_linear=0
shrinkage=0.0402154


Tree=3094
num_leaves=14
num_cat=0
split_feature=484 403 132 133 42 39 13 12 4 0 16 52 49
split_gain=0.000161465 0.000103604 0.00010757 0.000177054 0.000173519 0.000159794 0.000123067 0.000254107 0.000168349 0.00016887 9.09305e-05 0.000144199 0.000149881
threshold=-0.0068949999999999992 -1.0000000180025095e-35 0.079970000000000013 -0.038089999999999992 -0.088934999999999986 0.056590000000000008 -0.084034999999999985 0.095330000000000012 -0.27825499999999997 -0.074229999999999977 -0.25582999999999995 -0.0064899999999999992 -0.047584999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 7 -6 -8 10 -10 12 -12
right_child=1 2 -4 4 5 -7 8 -9 9 -11 11 -13 -14
leaf_value=-0.00072613828375050213 -0.00053695432032164895 -0.00068963663156830263 0.00064513523063898406 -0.00060914586035666087 0.0009537809262901044 0.0008884739793346896 -0.00073069128981010137 -0.00029003371534804098 -0.00052112861922260813 0.000798024522071272 0.0003012192503188598 0.0006591532446297804 -0.00069631498737066035
leaf_weight=0.0010844522849742721 0.0010587139560464523 0.0011327612282712339 0.0011680854124008861 0.0011258417119673755 0.0015405082767132828 0.0010712747215370294 0.0010734676007664876 0.0010016011922675955 0.001171160534794601 0.0010430804109831096 0.0011464961700120568 0.0011332696154014335 0.001081815649935649
leaf_count=503 703 361 191 121 263 237 140 36 77 151 52 170 116
internal_value=0 4.24104e-05 8.72175e-05 3.51705e-05 0.000107264 0.000185856 0.000103964 0.000463713 -3.35727e-05 0.000100638 -5.98456e-05 0.000100863 -0.00018307
internal_weight=0 0.0147481 0.0136894 0.0125213 0.0113885 0.0102627 0.0091914 0.00254211 0.00664929 0.00557582 0.00453274 0.00336158 0.00222831
internal_count=3121 2618 1915 1724 1363 1242 1005 299 706 566 415 338 168
is_linear=0
shrinkage=0.00192234


Tree=3095
num_leaves=12
num_cat=0
split_feature=484 42 43 40 133 4 0 4 47 48 16
split_gain=0.000208543 0.000147339 0.000200964 0.000251397 0.000194332 0.000108552 0.000149084 0.000152065 0.000133216 0.000146923 7.67698e-05
threshold=-0.0068949999999999992 -0.11466499999999999 0.16180500000000003 -0.026419999999999996 0.091410000000000005 -0.27825499999999997 -0.062294999999999996 -0.034939999999999992 0.086380000000000012 0.085875000000000021 -0.029084999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 7 -7 9 10 -9
right_child=1 2 -4 4 -6 6 -8 8 -10 -11 -12
leaf_value=-0.00078402261069123217 -0.0006272267348128302 0.00090673447664924988 -0.00070148722384581925 -0.00033188977358261358 -0.00066026341087518383 -0.00049595939358134061 0.00076226933376858806 0.00095456194775446425 -0.000181877232426773 -5.3692865048162192e-05 0.00032770860401636813
leaf_weight=0.0011507041463568223 0.0010653659287603113 0.0014372759716091916 0.0010297800055610934 0.0014170260812566551 0.001161291218324533 0.0011991161246171292 0.0015437925007555078 0.0015533683900560513 0.0018781018241373557 0.0015151006177867021 0.001254234104113092
leaf_count=503 151 263 186 164 426 578 180 193 121 123 233
internal_value=0 4.83922e-05 9.98453e-05 0.000163521 7.08116e-05 0.000152755 0.000229541 0.000118402 0.000237207 0.000419288 0.000674529
internal_weight=0 0.0150545 0.0139891 0.0129593 0.011522 0.0103607 0.00894371 0.00739992 0.0062008 0.0043227 0.0028076
internal_count=3121 2618 2467 2281 2018 1592 1428 1248 670 549 426
is_linear=0
shrinkage=0.00188464


Tree=3096
num_leaves=10
num_cat=0
split_feature=124 50 15 2 16 2 52 43 15
split_gain=3.73733e-05 4.92695e-05 7.10854e-05 6.542e-05 0.000141895 0.000103604 7.9251e-05 0.000104268 5.96747e-05
threshold=-0.043384999999999993 0.088425000000000017 -0.15914499999999995 0.093175000000000022 -0.090764999999999985 0.10981000000000002 -0.085984999999999992 -1.0000000180025095e-35 -0.043924999999999992
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 -5 -6 -4 -8 -9
right_child=1 -3 3 4 5 -7 7 8 -10
leaf_value=0.0066445606002374751 0.0091643946353807976 -0.0071934191291844821 -0.0057730637836733269 -0.014618600786959205 -0.0076143171333044532 0.0069443734437853299 -0.0026912932416790539 0.004182043986678808 0.016062904489286819
leaf_weight=0.0010198289791216132 0.0010595611232082159 0.0013404840451684613 0.0013358518997365347 0.001228502912125751 0.0011802877473879167 0.0014393445263392295 0.0015683883431011373 0.0012472211285108198 0.001019263068458356
leaf_count=259 238 537 266 194 325 245 774 61 222
internal_value=0 -0.000632972 0.000239602 -0.000808908 -0.00440492 0.000384886 0.0018673 0.00452877 0.009525
internal_weight=0 0.0114189 0.0100784 0.00901886 0.00384814 0.00261963 0.00517072 0.00383487 0.00226648
internal_count=3121 2862 2325 2087 764 570 1323 1057 283
is_linear=0
shrinkage=0.0364243


Tree=3097
num_leaves=10
num_cat=0
split_feature=1 457 4 52 42 4 4 15 2
split_gain=3.25562e-05 6.4255e-05 7.83264e-05 0.00010539 0.000132631 0.000178191 6.24318e-05 4.69945e-05 4.47886e-05
threshold=0.111945 0.087995000000000004 -1.0000000180025095e-35 -0.085984999999999992 0.086325000000000013 -0.084369999999999987 0.24564500000000003 -0.037864999999999989 0.099515000000000006
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 -2 -4
right_child=6 -3 8 4 -6 -7 -8 -9 -10
leaf_value=-0.010832975461722698 -0.0071521103944803353 0.0079025562007111125 -0.013089702880437593 -0.00098718259001055134 -0.0093398961999617315 0.019606539963830823 0.010123029970215374 0.0047785182115958336 -0.0024526959342175392
leaf_weight=0.0011057426046729999 0.0010769432953620234 0.0010968154692664323 0.0014928743368888093 0.0016196486974340719 0.0010003293008358323 0.0012545966878132675 0.0013741340260843135 0.0011473954664354968 0.0012026214227301903
leaf_count=453 151 129 344 314 602 534 276 70 248
internal_value=0 -0.00138446 -0.0027115 0.000336918 0.00352463 0.0080019 0.00324883 -0.000997855 -0.0083439
internal_weight=0 0.00877263 0.00767581 0.00498032 0.00387457 0.00287425 0.00359847 0.00222434 0.0026955
internal_count=3121 2624 2495 1903 1450 848 497 221 592
is_linear=0
shrinkage=0.0410197


Tree=3098
num_leaves=12
num_cat=0
split_feature=484 133 133 15 3 12 151 12 52 4 0
split_gain=0.000246214 0.00012138 0.000170726 0.000185224 0.000151581 9.17951e-05 0.000147211 0.000169381 0.000180792 0.000382115 0.000156539
threshold=-0.0068949999999999992 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 -0.078724999999999976 -0.040564999999999997 -0.044604999999999992 0.095330000000000012 0.060015000000000006 0.0061450000000000003 -0.15350499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 -7 8 9 -8 -11
right_child=1 -3 -4 4 -6 6 7 -9 -10 10 -12
leaf_value=-0.00089010399845148192 -0.00036435124678797656 -0.00054174343244437807 0.000699448967334792 -2.0896017561958931e-05 -0.00098299530947001468 -0.00028549422946315335 -0.00045102157984434839 -0.00019856356274926596 0.0011157506710955222 0.0013703699568115503 0.00032053162684345728
leaf_weight=0.0010907739776624152 0.0011178391788159618 0.0011524465739564055 0.0015913632655552316 0.0013876076870582004 0.0010731783910638609 0.0016754356661181453 0.0014765384053275674 0.0015635285384771117 0.0013883730781324519 0.0010100977194904548 0.0010925383695481075
leaf_count=503 200 371 418 552 213 181 214 216 113 34 106
internal_value=0 5.68711e-05 0.000108444 2.86403e-05 -0.000440479 0.000152445 0.00022284 0.000353245 0.000526926 0.000298519 0.00082487
internal_weight=0 0.0145289 0.0133765 0.0117851 0.00246079 0.00932435 0.00820651 0.00653108 0.00496755 0.00357917 0.00210264
internal_count=3121 2618 2247 1829 765 1064 864 683 467 354 140
is_linear=0
shrinkage=0.00192234


Tree=3099
num_leaves=12
num_cat=0
split_feature=484 133 133 15 3 3 3 43 3 151 16
split_gain=0.000155509 0.00012672 0.000141027 0.000171838 0.000197597 0.000103245 0.000127422 0.00013536 9.6186e-05 7.92324e-05 0.000126522
threshold=-0.0068949999999999992 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 -0.077644999999999978 -0.13309499999999996 -0.077774999999999983 -0.074359999999999996 0.076840000000000006 -0.0083949999999999979 -0.071854999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 -7 -8 -9 -10 -11
right_child=1 -3 -4 4 -6 6 7 8 9 10 -12
leaf_value=-0.00071493316192746065 0.00060210045139654194 -0.00058333227343890877 0.00066616206289919159 2.8111464395912505e-05 -0.0010866371205403467 -0.00053972478935407288 0.00068738427574862367 -0.00051477627645491624 -0.0002298378429632845 0.00077192634959643138 -9.0153250145541503e-05
leaf_weight=0.0010774523339377321 0.0016699527036845426 0.0010980727381914015 0.0015478873599754387 0.001543095207860636 0.0010124625036270704 0.0011433377848516146 0.0014972448671120558 0.0010417035774584818 0.0013581674325275099 0.0013492338856726546 0.0012712267047074676
leaf_count=503 183 371 418 565 200 268 125 205 79 117 87
internal_value=0 5.71054e-05 0.000109452 3.6956e-05 -0.00041353 0.000160336 6.40389e-05 0.000169953 1.56367e-05 0.000154512 0.000353718
internal_weight=0 0.0145324 0.0134343 0.0118864 0.00255556 0.00933087 0.00766091 0.00651758 0.00502033 0.00397863 0.00262046
internal_count=3121 2618 2247 1829 765 1064 881 613 488 283 204
is_linear=0
shrinkage=0.00196078


Tree=3100
num_leaves=12
num_cat=0
split_feature=484 133 3 52 52 160 12 51 47 43 15
split_gain=0.000166051 0.000126166 0.000165411 9.71702e-05 0.000152082 0.000111462 0.000109284 0.000133268 0.000132023 0.000130746 6.68095e-05
threshold=-0.0068949999999999992 0.10622000000000002 0.16158000000000003 -0.24456499999999998 -0.090859999999999982 0.086325000000000013 0.098810000000000023 -0.071649999999999978 0.092710000000000015 -0.0037449999999999996 -0.03241999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 -6 9 -9 -11
right_child=1 -3 -4 4 5 -7 -8 8 -10 10 -12
leaf_value=-0.0007418053893493607 -0.0004437822452672079 -0.00058122004410703771 0.00079590922519807983 0.00079609646643972098 -0.00046144741197367742 -0.00050733578075043233 -0.0004308903999241833 3.8863781125495622e-05 -0.00024842140053755481 0.0010311512452989256 0.00044651913088621949
leaf_weight=0.001081659676658092 0.0014340350789533206 0.0011167177773723407 0.0011273699044994914 0.0010173827173145427 0.001002235825013722 0.0013069090335430774 0.0012369951108247151 0.0018363043717085164 0.0013005680143581217 0.0012433771026890191 0.0017236634887346559
leaf_count=503 297 371 142 173 162 130 192 642 102 115 292
internal_value=0 3.92641e-05 9.16426e-05 2.60333e-05 8.91911e-05 1.46637e-05 9.64321e-05 0.000188225 0.000294899 0.00044201 0.000691517
internal_weight=0 0.0143456 0.0132288 0.0121015 0.0106674 0.00965005 0.00834314 0.00710615 0.00610391 0.00480334 0.00296704
internal_count=3121 2618 2247 2105 1808 1635 1505 1313 1151 1049 407
is_linear=0
shrinkage=0.00192234


Tree=3101
num_leaves=11
num_cat=0
split_feature=14 2 52 40 4 15 15 12 151 13
split_gain=3.60545e-05 6.46787e-05 0.000119525 0.000105099 0.000116627 0.000112636 7.55744e-05 7.3776e-05 0.000129953 3.11252e-05
threshold=-0.10708499999999999 0.10912000000000001 0.0031350000000000002 -1.0000000180025095e-35 0.053180000000000012 -0.055554999999999993 -0.040439999999999997 0.088305000000000008 -0.0067699999999999991 -0.080759999999999985
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 3 6 -2 7 -6 -3 8 -5 -9
right_child=1 2 -4 4 5 -7 -8 9 -10 -11
leaf_value=-0.00827531364265356 -0.014329118879904042 0.0084651919394083935 0.018584894010470931 0.0035535615365043086 -0.0023621253471118593 0.017630878445399983 -0.0087678051380586652 0.0087660640958765017 -0.016435930591486254 -0.0023264153135925708
leaf_weight=0.0010030119686384826 0.0011186713215419041 0.0010522449136246823 0.0010609096346597532 0.0011272306330348319 0.0010282478349332631 0.0013198630961556977 0.0010357354558790523 0.001001806124082858 0.0016340779583985179 0.0010762560909943449
leaf_count=140 200 232 175 230 188 105 127 194 778 752
internal_value=0 0.000679291 0.00620638 -0.00141605 0.000593764 0.00887586 -8.31768e-05 -0.00342479 -0.00827575 0.00302112
internal_weight=0 0.011455 0.00314889 0.00830615 0.00718748 0.00234811 0.00208798 0.00483937 0.00276131 0.00207806
internal_count=3121 2981 534 2447 2247 293 359 1954 1008 946
is_linear=0
shrinkage=0.045289


Tree=3102
num_leaves=10
num_cat=0
split_feature=124 151 16 48 51 52 12 0 1
split_gain=4.17925e-05 5.10834e-05 6.60076e-05 6.36758e-05 0.000129671 9.04911e-05 0.000112683 8.83957e-05 3.15891e-05
threshold=-0.043384999999999993 -0.083274999999999988 -0.49446999999999991 0.093265000000000015 0.08955500000000001 0.10160000000000001 0.09202500000000001 -0.083914999999999976 0.089175000000000018
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=0.0071717543819149951 -0.00776274077740034 0.0090133851685746166 0.0068867948167542527 0.0068039456918569515 -0.014577002080752939 -0.0095118059538314842 0.0090677528216360007 -0.0090846650667063683 -0.0020835090645889378
leaf_weight=0.0010204316214835361 0.0012500208922004612 0.0010507350831237177 0.001157783613057631 0.0012945803073653502 0.0010009093190165427 0.001197710567904655 0.0019068444332723524 0.001478213958410387 0.0010186470433365333
leaf_count=259 303 174 464 213 261 340 526 499 82
internal_value=0 -0.000677607 0.00019881 -0.000824061 -0.0020966 -0.000248494 0.00174643 -0.00207353 0.00268837
internal_weight=0 0.0113554 0.0101054 0.00905469 0.00776011 0.0067592 0.00556149 0.00365464 0.00217643
internal_count=3121 2862 2559 2385 2172 1911 1571 1045 546
is_linear=0
shrinkage=0.0371528


Tree=3103
num_leaves=9
num_cat=0
split_feature=0 12 157 16 1 0 43 15
split_gain=3.80962e-05 9.15048e-05 7.31963e-05 0.000136883 8.94146e-05 0.000153558 9.17063e-05 6.61059e-05
threshold=-0.019414999999999998 0.082850000000000021 -0.077384999999999995 -0.056919999999999991 0.08844500000000001 -0.20211999999999997 -0.0037449999999999996 -0.0088349999999999974
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=0.010182003912750879 0.013984261408661505 -0.002355090647809427 -0.0093246664554331067 -0.017534720900394991 -0.0086158265565044571 0.0023164127628680841 0.018719054609394891 -0.003138731579520201
leaf_weight=0.0010199627179379037 0.0012583595938772659 0.001746611750656021 0.0012978610948927386 0.0015728830280414821 0.0013063441831049349 0.0014670754793756889 0.0014426272939450095 0.0011999901808687832
leaf_count=321 195 170 938 575 83 250 224 365
internal_value=0 0.00448716 -0.00149522 -0.00293249 0.00127779 0.00454163 0.0104488 -0.0113047
internal_weight=0 0.00300497 0.00930674 0.00828678 0.00551391 0.00421605 0.0029097 0.00277287
internal_count=3121 365 2756 2435 1495 557 474 940
is_linear=0
shrinkage=0.0461948


Tree=3104
num_leaves=10
num_cat=0
split_feature=0 1 4 43 47 4 48 1 52
split_gain=3.5657e-05 9.18407e-05 6.83945e-05 8.47184e-05 6.14066e-05 6.81604e-05 0.000116609 5.74709e-05 4.57213e-05
threshold=-0.061629999999999997 1.0000000180025095e-35 -0.27825499999999997 -0.079734999999999986 0.092530000000000015 -0.04890499999999999 0.086035000000000014 0.10723500000000001 0.10024500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 8 -4 5 -3 7 -7 -2
right_child=2 4 3 -5 -6 6 -8 -9 -10
leaf_value=-0.01277263129698011 -0.0089506585280470213 -0.0067263660657547663 4.6534531344755472e-05 0.016963417696459624 -0.0072652289419491431 0.015556934584274823 -0.0047546075670563282 0.0029605488829626235 0.0038893087588708158
leaf_weight=0.0011644701512077754 0.0010007836904975531 0.00117316411013247 0.0010844710773490703 0.0010722613094029652 0.0015596409818750354 0.0015477214040272363 0.0014693036488309108 0.0011497589502378405 0.0010197895715878397
leaf_count=1433 197 350 139 205 209 207 138 200 43
internal_value=0 -0.00168648 0.00317149 0.00845709 0.000184573 0.00236044 0.00491884 0.0101879 -0.00247029
internal_weight=0 0.00806406 0.00417731 0.00215673 0.00689959 0.00533995 0.00416678 0.00269748 0.00202057
internal_count=3121 2537 584 344 1104 895 545 407 240
is_linear=0
shrinkage=0.0426769


Tree=3105
num_leaves=10
num_cat=0
split_feature=124 50 484 3 0 16 151 4 4
split_gain=3.37222e-05 4.46519e-05 6.66266e-05 7.48809e-05 0.000114107 0.000178024 7.74335e-05 4.50449e-05 4.46096e-05
threshold=-0.043384999999999993 0.088425000000000017 0.084040000000000017 -0.082094999999999987 -0.099059999999999995 0.38525000000000004 -0.0083949999999999979 0.053180000000000012 -0.084369999999999987
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 6 -6 -5 -8 -2
right_child=1 -3 -4 4 5 -7 7 -9 -10
leaf_value=0.0066175283724374968 -0.0016323640333550068 -0.0072003572415390701 0.0087144091509751623 -0.0067360835399742931 -0.021216146679024075 0.00059416335897873767 -0.00051382522933397302 0.010321955373524346 0.0076542626511142296
leaf_weight=0.0010077599645468187 0.0012559882497925662 0.001307779434884279 0.0011766661738292139 0.001260115568281036 0.0010793450302868449 0.0010704967834128257 0.0010749304085666692 0.0011302399220477037 0.0018181915174538025
leaf_count=259 399 537 298 108 565 160 85 123 587
internal_value=0 -0.000620527 0.000251659 -0.000894328 -0.0034973 -0.0103559 0.00075772 0.00503996 0.00386011
internal_weight=0 0.0111738 0.00986597 0.00868931 0.00561513 0.00214984 0.00346529 0.00220517 0.00307418
internal_count=3121 2862 2325 2027 1041 725 316 208 986
is_linear=0
shrinkage=0.0378958


Tree=3106
num_leaves=12
num_cat=0
split_feature=484 133 133 15 3 0 3 1 4 1 4
split_gain=0.000214294 0.000135948 0.00021721 0.000216941 0.000125094 9.91505e-05 0.000137412 0.000149646 0.000173503 0.000132996 0.000173034
threshold=-0.0068949999999999992 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 -0.077644999999999978 -0.13027499999999997 -0.10519499999999998 0.13146500000000003 -0.0029599999999999995 0.11103500000000001 0.0052350000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 9 -7 8 -8 10 -2
right_child=1 -3 -4 4 -6 6 7 -9 -10 -11 -12
leaf_value=-0.00079090091934159805 6.9286143084890901e-05 -0.00056847436068675208 0.00071562547345373022 -0.00012784443192700006 -0.00095368987628970917 0.00038821151813170905 1.4227717767322255e-05 0.0003252045930617224 -0.0009444076018534825 -8.9854277824138285e-05 0.0010222687291369234
leaf_weight=0.0011206630210905252 0.0011603081516620194 0.0011353359283970384 0.0016988143073899146 0.0015394225054683906 0.001055523544137061 0.0018583251054803684 0.0012647308997570652 0.0011580216783430531 0.0013144378670631564 0.0014702497140351503 0.0014803012287204695
leaf_count=503 74 371 418 565 200 191 241 112 263 92 91
internal_value=0 4.64507e-05 9.63179e-05 1.07914e-05 -0.000463766 0.000137662 -2.24025e-05 -0.000226581 -0.000474328 0.000355534 0.000603519
internal_weight=0 0.0151355 0.0140001 0.0123013 0.00259495 0.00970637 0.00559552 0.00373719 0.00257917 0.00411086 0.00264061
internal_count=3121 2618 2247 1829 765 1064 807 616 504 257 165
is_linear=0
shrinkage=0.00184769


Tree=3107
num_leaves=12
num_cat=0
split_feature=484 41 3 48 160 51 2 2 2 15 0
split_gain=0.00018428 9.07577e-05 0.000124489 7.03159e-05 9.06713e-05 0.000142948 0.000144244 0.000149709 0.000100997 0.000143716 0.000118327
threshold=-0.0068949999999999992 0.078065000000000009 -0.12018999999999998 -1.0000000180025095e-35 -0.080719999999999986 0.091630000000000003 0.113445 0.099185000000000009 0.091545000000000015 0.088345000000000021 -0.10151999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 7 8 9 10 -6
right_child=1 -3 3 4 5 -7 -8 -9 -10 -11 -12
leaf_value=-0.00075632918597091665 0.00052468097297494478 -0.00047616607409779147 -0.00044300243631854462 -0.00040010434945492184 0.00026359214815386764 0.00073629149493467032 -0.00061584020211887327 0.00070327374258143626 -0.0005020061309139014 0.00066147717931317525 -0.00044008919698272831
leaf_weight=0.0010528927574084005 0.001894439384571644 0.0010579202101125848 0.0010477543271352361 0.0012833457839720166 0.0016769378031893905 0.0011401418391549381 0.0010095124879349613 0.0012758740441344354 0.0010927372707886605 0.0012337486770734422 0.0015887039902164753
leaf_count=503 204 138 135 458 75 140 219 170 163 270 646
internal_value=0 4.46161e-05 8.62183e-05 1.3026e-05 5.94104e-05 0.000124806 3.63036e-05 0.000132161 1.85832e-06 0.000124229 -7.87422e-05
internal_weight=0 0.0143011 0.0132432 0.0113488 0.010301 0.00901766 0.00787751 0.006868 0.00559213 0.00449939 0.00326564
internal_count=3121 2618 2480 2276 2141 1683 1543 1324 1154 991 721
is_linear=0
shrinkage=0.00184769


Tree=3108
num_leaves=10
num_cat=0
split_feature=11 0 42 4 15 12 1 15 16
split_gain=3.80934e-05 6.06616e-05 7.3856e-05 7.79193e-05 7.31673e-05 6.91029e-05 6.45796e-05 0.000107585 2.70703e-05
threshold=0.079915000000000014 -0.019414999999999998 0.091295000000000015 0.08184000000000001 -0.11345499999999999 0.082850000000000021 0.094385000000000011 -0.0040799999999999994 -0.024819999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 -3 7 -1 -8
right_child=-2 5 -4 4 -6 -7 8 -9 -10
leaf_value=-0.011817382399265103 -0.0069996735507282829 0.013103063220841458 0.0078211596520043527 -0.0012662055225199638 -0.015942713399002783 4.1515363902884671e-05 0.010406967940064316 0.0036555526512738498 0.0011000102981904361
leaf_weight=0.0013689735950839041 0.0011493947903330757 0.0012068120775614469 0.0013061420253291274 0.0010597603060240966 0.0011406480091116326 0.0014328444576787644 0.0010097580276033913 0.0015491953311328559 0.0010119704749849689
leaf_count=697 199 192 604 162 147 77 123 779 141
internal_value=0 0.000691699 -0.000971317 -0.00257968 -0.00887422 0.00601306 0.00022413 -0.00360312 0.0057484
internal_weight=0 0.0110861 0.00844645 0.00714031 0.00220041 0.00263966 0.0049399 0.00291817 0.00202173
internal_count=3121 2922 2653 2049 309 269 1740 1476 264
is_linear=0
shrinkage=0.0402154


Tree=3109
num_leaves=12
num_cat=0
split_feature=484 133 42 156 43 133 15 0 48 0 12
split_gain=0.000184913 0.00012912 0.000160266 0.000151396 0.000172577 0.000165742 0.000200669 0.000135239 0.00032086 0.000192551 9.94085e-06
threshold=-0.0068949999999999992 0.10622000000000002 -0.11051499999999999 0.091255000000000017 -0.14968999999999996 0.061605000000000007 1.0000000180025095e-35 -0.13027499999999997 0.086260000000000017 -0.074479999999999977 0.091545000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 8 -6 -9 -11
right_child=1 -3 3 -5 5 -7 -8 9 -10 10 -12
leaf_value=-0.00078772153030186364 -0.00065468995939179807 -0.00059247423326091032 0.00078362720121608704 -0.00056738724460444123 0.0010235402282655645 0.00069078543770165451 -0.00057089691153228942 -0.00062633027178324882 -0.00013909577808885644 0.00041526654092940784 0.00014446825932757661
leaf_weight=0.0010831725620730369 0.0010055174307644797 0.0011238546200230308 0.0016313930883142839 0.0010245724770730309 0.0016929910797029309 0.0015491588576482954 0.0017638359170364902 0.0015251567048054021 0.0018203342279470291 0.0010037288387200641 0.0010000624299383587
leaf_count=503 144 371 113 227 124 369 625 319 97 134 95
internal_value=0 3.44616e-05 8.47289e-05 0.000141872 0.000202496 0.000110944 8.93876e-06 0.000154167 0.000421152 -0.000111637 0.000280115
internal_weight=0 0.0151406 0.0140168 0.0130112 0.0119867 0.0103553 0.00880611 0.00704227 0.00351333 0.00352895 0.00200379
internal_count=3121 2618 2247 2103 1876 1763 1394 769 221 548 229
is_linear=0
shrinkage=0.00192234


Tree=3110
num_leaves=14
num_cat=0
split_feature=484 43 43 42 43 3 16 15 15 48 51 52 0
split_gain=0.000145058 0.00013867 0.000156881 0.000120177 0.000160445 0.000260408 0.000260146 0.000235667 0.000231465 0.000110458 0.000165618 0.000136711 0.000121212
threshold=-0.0068949999999999992 0.21122500000000002 0.093175000000000022 -0.095859999999999987 -0.074359999999999996 -0.077774999999999983 0.22339500000000004 0.035560000000000008 0.040760000000000005 0.085845000000000019 0.088785000000000017 -0.04127999999999999 -0.13843999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 8 7 9 -5 11 -11 -6 -13
right_child=1 -3 -4 4 6 -7 -8 -9 -10 10 -12 12 -14
leaf_value=-0.00067730568383943138 -0.00052582060325733924 -0.00062677871642903245 0.00077289150500048267 -0.00034376198345610458 0.00097960374921254216 0.0010240366421980489 -0.00093019906667449182 -0.00068304742508194078 0.00072668519051092108 -0.00056326660464372927 0.00042254003297481841 0.00063711473883563507 -0.00026456177780438857
leaf_weight=0.0011046216691452905 0.001288610417107163 0.0010690363611942809 0.0010651021666822956 0.0019355662285836656 0.001117021937745849 0.0014404632429033328 0.0011056239873160458 0.0012595724524394778 0.0011401082924656866 0.0012504047486471409 0.0011733091526541905 0.001011529718608406 0.001111339622068554
leaf_count=503 196 185 94 385 70 282 192 623 167 98 68 93 165
internal_value=0 2.88793e-05 7.59254e-05 2.22631e-05 7.8562e-05 0.000362746 -8.12896e-05 5.42804e-05 5.30374e-05 0.00021826 -8.6042e-05 0.000445904 0.00016508
internal_weight=0 0.0159677 0.0148987 0.0138335 0.0125449 0.00451614 0.0080288 0.00692318 0.00307567 0.00566361 0.00242371 0.00323989 0.00212287
internal_count=3121 2618 2433 2339 2143 834 1309 1117 552 494 166 328 258
is_linear=0
shrinkage=0.00188464


Tree=3111
num_leaves=12
num_cat=0
split_feature=484 15 15 133 160 52 160 52 13 2 0
split_gain=0.000151487 0.000116788 0.000103914 0.000125869 0.000143611 0.000146445 0.000134927 0.000245656 0.00014593 0.000220678 0.00018891
threshold=-0.0068949999999999992 -0.24436499999999997 -0.11713499999999999 0.10622000000000002 0.092865000000000017 -0.28430999999999995 -0.082299999999999984 0.096795000000000006 -0.094514999999999988 0.090050000000000005 -0.10151999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -7 8 -8 10 -10
right_child=1 2 3 -5 -6 6 7 -9 9 -11 -12
leaf_value=-0.00070135643842889864 0.00061049711189127196 -0.00054032757958353162 -0.00044689447497025235 -0.00058935805762282763 -0.00054196983100118562 -0.0002546056094030799 0.00072347222663564435 0.0010922543262930119 0.00088645071553826362 -0.00043818910713538841 -0.00013895886147526868
leaf_weight=0.0010548039969287782 0.0011654780577037118 0.001201450222759152 0.001202523445637641 0.0010312393306523846 0.0011178202245449289 0.0015310843098050447 0.0014262295779469206 0.0013329726107575712 0.0013413904687915661 0.0019898087918380908 0.0012172091909397173
leaf_count=503 232 187 245 331 121 386 139 122 37 250 568
internal_value=0 3.82856e-05 -1.15138e-05 4.0605e-05 9.88218e-05 0.000170157 0.000254108 0.000360693 0.000197478 3.25437e-05 0.00039863
internal_weight=0 0.0145572 0.0133917 0.0121903 0.011159 0.0100412 0.00883869 0.00730761 0.00597464 0.00454841 0.0025586
internal_count=3121 2618 2386 2199 1868 1747 1502 1116 994 855 605
is_linear=0
shrinkage=0.00188464


Tree=3112
num_leaves=13
num_cat=0
split_feature=133 3 48 51 0 52 15 47 0 1 15 2
split_gain=0.000151095 0.000260834 0.00014367 0.000171078 0.000160409 0.000206525 0.000143929 0.000144964 9.83866e-05 0.000181275 0.000135321 7.9844e-05
threshold=0.10622000000000002 0.16158000000000003 0.11951500000000001 0.08955500000000001 -0.17169499999999996 -0.0064899999999999992 -0.11033999999999998 0.092165000000000011 -0.10607499999999999 0.088485000000000022 0.040760000000000005 0.097220000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -6 8 -8 10 11 -10
right_child=-2 -3 -4 -5 6 -7 7 -9 9 -11 -12 -13
leaf_value=-5.3357026588144586e-05 -0.00068511308112574056 0.00086661156709686457 -0.00068401689507311368 -0.00057397954576217912 -0.00061704252026634795 0.0011261865367241082 0.00043062208791941553 0.00059148626426283385 -0.00064954062095209475 -0.00081640623361165301 0.00051309255306242749 0.00010412408919674887
leaf_weight=0.0010405242800080039 0.0011535089694507282 0.0012806105738196747 0.0011725672356086578 0.0015705264378287698 0.0012463485617429555 0.0011601120782982382 0.0012316195899251753 0.0016515870831459506 0.0010163124204680316 0.0012220038306599039 0.0013744009125049197 0.0010625209221100176
leaf_count=43 435 149 77 290 296 81 137 112 395 358 570 178
internal_value=0 3.68294e-05 -4.04609e-05 1.95435e-05 0.000104242 0.000568464 -1.17839e-05 8.80201e-05 -5.27516e-05 -0.000180089 4.50861e-05 -0.000264332
internal_weight=0 0.0150291 0.0137485 0.012576 0.0110054 0.00220064 0.00880479 0.00755844 0.00590686 0.00467524 0.00345323 0.00207883
internal_count=3121 2686 2537 2460 2170 124 2046 1750 1638 1501 1143 573
is_linear=0
shrinkage=0.00192234


Tree=3113
num_leaves=12
num_cat=0
split_feature=484 133 3 15 42 47 0 0 15 3 3
split_gain=0.000159959 0.000106485 0.000136247 9.20525e-05 0.00025411 0.000113945 0.000105256 0.000169651 0.000116321 0.000100748 6.22403e-05
threshold=-0.0068949999999999992 0.10622000000000002 0.16158000000000003 1.0000000180025095e-35 0.083995000000000014 0.13148500000000005 -0.10607499999999999 -0.074479999999999977 -0.08730499999999998 0.086245000000000016 -0.12711499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 8 -8 9 -2 -9
right_child=1 -3 -4 4 -6 -7 7 10 -10 -11 -12
leaf_value=-0.00070241345016841018 0.00064067703435734865 -0.00050563912148000162 0.00070047750955758744 -0.00078582741728671333 0.00029098228852955877 -0.0004455651300668647 -0.00057745014862063638 0.00056224298230104857 0.00090518175351412622 -6.5886333231019112e-05 1.0276014261852625e-05
leaf_weight=0.0010157854028708261 0.0010881692333791007 0.001074577994742928 0.0010905293490758314 0.0014464858236547798 0.0014300941940407364 0.0010257273650680085 0.0012073929085253563 0.0011344071339463536 0.0011063557583140841 0.0016916898253800383 0.0016387159719978136
leaf_count=503 140 371 142 473 335 32 523 147 85 63 307
internal_value=0 4.21669e-05 8.7943e-05 3.1185e-05 -0.000250491 0.000122303 0.000196346 -1.06914e-05 0.000408407 0.000210696 0.00023607
internal_weight=0 0.0139341 0.0128596 0.011769 0.00287658 0.00889246 0.00786673 0.00398052 0.00388621 0.00277986 0.00277312
internal_count=3121 2618 2247 2105 808 1297 1265 977 288 203 454
is_linear=0
shrinkage=0.00181146


Tree=3114
num_leaves=14
num_cat=0
split_feature=484 42 48 4 47 12 15 3 150 49 16 13 4
split_gain=0.000217531 0.000121058 0.000169556 0.000192347 0.000179005 0.000167522 0.000114827 0.000160708 0.000139211 0.000107419 8.75756e-05 0.000132301 0.000107553
threshold=-0.0068949999999999992 0.10256000000000001 0.12737000000000001 0.40473500000000007 0.11312500000000002 0.10124000000000001 -0.10203999999999998 0.10732000000000001 0.086615000000000011 -0.080089999999999981 -0.088394999999999987 -0.033284999999999988 -0.084369999999999987
decision_type=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 -13
right_child=1 -3 -4 -5 -6 -7 7 -9 -10 10 11 12 -14
leaf_value=-0.00082094734804393356 -0.00045564452991201119 -0.00054433177598223008 -0.00065255636779478063 0.00081143518517758496 0.00083082959471475807 -0.00067593701666241964 0.0007229525935184783 0.00073947981566467439 -0.00051550628885212711 -0.00038324586191224215 -0.00029497491571900462 3.1228922987639802e-05 0.00086784150277211263
leaf_weight=0.001101816326725011 0.0012277725465052588 0.0011415834254527935 0.0010048913330429335 0.001398262528196313 0.0010095865287888762 0.0011590927146283405 0.001024894630817513 0.0014191814593199625 0.0012887791290933162 0.0012260773303353107 0.0012147177189819288 0.0010169746500655365 0.0011780294298600865
leaf_count=503 184 311 56 217 53 199 99 82 186 286 419 291 235
internal_value=0 4.6067e-05 9.36373e-05 0.000150602 7.20628e-05 8.39806e-07 8.25835e-05 0.000161547 4.35253e-05 0.000170801 4.87298e-05 0.000204061 0.000480228
internal_weight=0 0.0153098 0.0141683 0.0131634 0.0117651 0.0107555 0.00959643 0.00836865 0.00694947 0.00566069 0.0046358 0.00340972 0.002195
internal_count=3121 2618 2307 2251 2034 1981 1782 1598 1516 1330 1231 945 526
is_linear=0
shrinkage=0.00188464


Tree=3115
num_leaves=12
num_cat=0
split_feature=484 133 133 15 3 3 3 43 3 2 2
split_gain=0.000163939 0.000132852 0.000174795 0.00020346 0.000131553 9.60287e-05 0.000139881 0.000142566 0.000113795 6.54455e-05 5.87098e-05
threshold=-0.0068949999999999992 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 -0.077644999999999978 -0.13309499999999996 -0.077774999999999983 -0.074359999999999996 0.076840000000000006 0.093175000000000022 0.116525
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 -7 -8 -9 -10 -11
right_child=1 -3 -4 4 -6 6 7 8 9 10 -12
leaf_value=-0.00066858978371167643 0.00051243308144075731 -0.00054192994542415121 0.00063641268470829293 -9.3657650303939307e-05 -0.0009011068928685799 -0.00051693609444281973 0.00063030494911987833 -0.00048238874320189845 0.00043622369207574081 -0.00023250320476511102 0.00030612244869923693
leaf_weight=0.0010629807355418174 0.0016678008851819968 0.0011011146139171075 0.001553635775618986 0.0015028325112378352 0.0010315486935814405 0.0011210432613683969 0.0014515668215872926 0.001105957355319407 0.0015014990693359986 0.0015637521759872541 0.0010095084116329422
leaf_count=503 183 371 418 565 200 268 125 205 88 91 104
internal_value=0 3.9612e-05 8.70128e-05 1.56175e-05 -0.000422307 0.000133424 5.18959e-05 0.000148045 1.29217e-05 0.000147357 -2.11965e-05
internal_weight=0 0.0146103 0.0135091 0.0119555 0.00253438 0.00942113 0.00775333 0.00663228 0.00518072 0.00407476 0.00257326
internal_count=3121 2618 2247 1829 765 1064 881 613 488 283 195
is_linear=0
shrinkage=0.00174112


Tree=3116
num_leaves=9
num_cat=0
split_feature=13 132 160 52 49 4 47 16
split_gain=3.80559e-05 8.90724e-05 7.38672e-05 9.86994e-05 0.000131446 0.000179727 8.4343e-05 7.79084e-05
threshold=-0.23438999999999996 0.079970000000000013 -1.0000000180025095e-35 0.10024500000000001 -0.081404999999999991 0.0052350000000000009 0.092530000000000015 -0.0064149999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 7 4 -4 -6 -7 -2
right_child=1 -3 3 -5 5 6 -8 -9
leaf_value=0.0052188813140257306 -0.015539287681171264 0.0096643711226058592 0.0088863643339874201 0.010598203668223356 -0.013762034950539081 0.005801290887661327 -0.0063212851575753315 -0.0012305128521628993
leaf_weight=0.0017000648537218938 0.0010555516020831213 0.0010410440222350598 0.0012944278674594306 0.0010428768455153972 0.0019432395692899908 0.0019586011994779501 0.0014230769969667805 0.0011330527965171342
leaf_count=169 546 299 127 209 1083 312 94 282
internal_value=0 -0.0008774 -0.00199146 -0.000237635 -0.00194482 -0.00457776 0.000699871 -0.00813155
internal_weight=0 0.0108919 0.00985083 0.00766222 0.00661935 0.00532492 0.00338168 0.0021886
internal_count=3121 2952 2653 1825 1616 1489 406 828
is_linear=0
shrinkage=0.0378958


Tree=3117
num_leaves=11
num_cat=0
split_feature=484 133 133 15 3 3 0 1 48 42
split_gain=0.000185588 0.000136791 0.000161248 0.000192906 0.000146947 0.000102736 0.000139893 0.000176383 0.000158445 6.20343e-05
threshold=-0.0068949999999999992 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 -0.077644999999999978 -0.13309499999999996 -0.13027499999999997 0.095285000000000022 0.086260000000000017 0.082810000000000009
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 8 -8 -7 -9
right_child=1 -3 -4 4 -6 6 7 9 -10 -11
leaf_value=-0.00080127971731775989 0.00059416997156620116 -0.00061207466245814747 0.00068718376281067819 -7.3671403599267796e-05 -0.0010430080471703932 0.00075045824406172977 -0.00070272769185560828 0.00038841424151434385 -6.4853270448303452e-05 -0.00024239121730252667
leaf_weight=0.0010706884033120758 0.0016497576800630458 0.0011261373647125936 0.0015830440632551941 0.0014981000115976953 0.0010043902357108659 0.001790801423510663 0.0015974431069729115 0.001476538502200692 0.0018768640807360626 0.0010089421620420222
leaf_count=503 183 371 418 565 200 132 395 148 97 109
internal_value=0 4.44448e-05 9.92673e-05 2.10761e-05 -0.000462721 0.000149869 5.52969e-05 -0.000194375 0.000333237 0.000132349
internal_weight=0 0.014612 0.0134859 0.0119028 0.00250249 0.00940035 0.00775059 0.00408292 0.00366767 0.00248548
internal_count=3121 2618 2247 1829 765 1064 881 652 229 257
is_linear=0
shrinkage=0.00196078


Tree=3118
num_leaves=14
num_cat=0
split_feature=484 133 3 48 0 52 42 43 3 3 43 1 3
split_gain=0.000218231 0.000221111 0.000165302 0.000168612 0.000141955 0.00030616 8.66297e-05 0.000192789 0.000161613 0.00021156 0.000145891 0.000174889 0.000109229
threshold=-0.0068949999999999992 0.10622000000000002 0.16158000000000003 0.11951500000000001 -0.17169499999999996 -0.066844999999999988 -0.11466499999999999 -0.25681499999999996 -0.10831999999999999 -0.078934999999999991 -0.074359999999999996 0.088485000000000022 -0.14847999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -6 -8 12 -10 -11 -12 -9
right_child=1 -3 -4 -5 6 -7 7 8 9 10 11 -13 -14
leaf_value=-0.00083941765892384731 -0.00016766943743689881 -0.0007751672982408334 0.00082065669225048611 -0.00070978372663451261 -0.00051923198970445868 0.001202237938312564 0.00088028297548156231 -3.4580555766491108e-05 -0.00090319443844364918 0.00059203747861847982 0.00030579953964562852 -0.00067759909798540275 0.00086081062186819024
leaf_weight=0.0011306654637639199 0.0012213222749029029 0.001145793172696999 0.0011872539480508029 0.0010179752392336381 0.0010516431159406448 0.0012894413634620154 0.0010119948709580743 0.0010141382524387023 0.001297103918007355 0.001165380742463723 0.0012684057567738461 0.001538781456908488 0.0010833717830474087
leaf_count=503 40 371 142 63 131 84 53 158 838 258 236 180 64
internal_value=0 5.3291e-05 0.00012039 5.62373e-05 0.000121538 0.000535868 1.12309e-05 7.78076e-05 -3.24247e-05 -0.000215647 8.84819e-06 -0.000233258 0.000427892
internal_weight=0 0.0152926 0.0141468 0.0129596 0.0119416 0.00251076 0.00943082 0.00837918 0.00736718 0.00526967 0.00397257 0.00280719 0.00209751
internal_count=3121 2618 2247 2105 2042 124 1918 1787 1734 1512 674 416 222
is_linear=0
shrinkage=0.00196078


Tree=3119
num_leaves=14
num_cat=0
split_feature=484 1374 43 403 160 50 11 40 2 3 0 0 0
split_gain=0.000219491 0.000174511 0.000189683 0.000166785 0.000172351 0.000275754 0.000160059 0.000160633 0.000192939 0.000253719 0.000204243 0.000164537 0.000137918
threshold=-0.0068949999999999992 -0.08070999999999999 0.21122500000000002 -1.0000000180025095e-35 -0.098904999999999979 0.088280000000000011 0.081790000000000015 -0.03549999999999999 0.090790000000000023 -0.10831999999999999 -0.10607499999999999 -0.059114999999999994 -0.10096999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 7 -6 10 -10 -9 -12 -11
right_child=1 2 -4 4 5 -7 -8 8 9 12 11 -13 -14
leaf_value=-0.00082497471734577644 -0.00072620163473264307 -0.00060505706939122377 -0.00070207720789235216 -0.00053446910080419169 0.00087799659891988529 0.0011719616613374167 -0.00055429415522290646 0.00099840157691252415 0.00067038908628334816 -0.00010850757004345826 -0.00037478889359915515 0.00064939586086303525 -0.00097126867228654518
leaf_weight=0.0011915263897072466 0.0010482815940194802 0.0010114069936319895 0.0010508169127040204 0.0010636161395162899 0.0014083994754748317 0.0012212145631151838 0.0010101844019823067 0.0016453755519231263 0.0011056584107359546 0.0019404211878348843 0.0012921030456743668 0.0011308961920767865 0.0011255825678054875
leaf_count=503 58 687 185 311 217 111 129 61 56 143 337 72 251
internal_value=0 4.72598e-05 0.000101293 0.000161788 0.000221709 0.000289411 0.000188292 0.000266041 0.000161444 -0.000134856 0.000465267 0.000103233 -0.000425242
internal_weight=0 0.016054 0.0150057 0.0139549 0.0129435 0.0118798 0.0106586 0.00964844 0.00824004 0.00417166 0.00406837 0.002423 0.003066
internal_count=3121 2618 2560 2375 1688 1377 1266 1137 920 450 470 409 394
is_linear=0
shrinkage=0.00196078


Tree=3120
num_leaves=13
num_cat=0
split_feature=484 133 133 15 3 12 52 0 1 4 1 4
split_gain=0.000171948 0.000121848 0.00019134 0.000216209 0.00012378 8.5745e-05 0.000232535 0.000226858 0.000232574 0.000215586 0.000106804 4.2171e-05
threshold=-0.0068949999999999992 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 -0.077644999999999978 0.09334000000000002 0.060015000000000006 -0.13027499999999997 0.11061500000000002 0.0052350000000000009 0.095285000000000022 0.24564500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 7 8 9 -2 -9 -7
right_child=1 -3 -4 4 -6 11 -8 10 -10 -11 -12 -13
leaf_value=-0.00073500133315117613 6.7711571547401803e-05 -0.00055864576412371805 0.00070513588760286552 -0.00013191785777169808 -0.00097858328548130862 -0.00047202225806171409 0.00085988218125944806 -0.00081238103243585049 -0.0003389982301283559 0.0012161417772202365 7.7356019719085925e-06 7.1379722645568177e-05
leaf_weight=0.0010776807936835322 0.0010562602130459492 0.0010988983528138737 0.0016037620863164513 0.0015102333419251977 0.0010327112038506826 0.0010122498272192477 0.0016556725847618088 0.0011421246576099344 0.0011391375945388402 0.0012892498065930902 0.001114311973838612 0.0010168006604683866
leaf_count=503 62 371 418 565 200 223 148 242 72 72 176 69
internal_value=0 4.49621e-05 9.38332e-05 1.19213e-05 -0.000475756 0.000143489 0.000237635 5.81851e-05 0.000359654 0.000698966 -0.000407377 -0.000199712
internal_weight=0 0.0146714 0.0135725 0.0119688 0.00254294 0.00942581 0.00739676 0.00574108 0.00348465 0.00234551 0.00225644 0.00202905
internal_count=3121 2618 2247 1829 765 1064 772 624 206 134 418 292
is_linear=0
shrinkage=0.00188464


Tree=3121
num_leaves=9
num_cat=0
split_feature=11 48 0 49 42 15 4 43
split_gain=3.92169e-05 5.95163e-05 0.000136743 7.03881e-05 0.000109575 9.89756e-05 0.000112624 4.89948e-05
threshold=0.081790000000000015 0.016865000000000002 -0.20211999999999997 -0.006494999999999999 0.091545000000000015 -0.016799999999999995 -0.059649999999999988 -0.081454999999999986
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -5 7 -7
right_child=-2 2 -4 4 -6 6 -8 -9
leaf_value=-0.009518225823445154 -0.0075358462643539343 -0.0032151780352399845 0.012198774247810094 -0.0048858263052822164 -0.011467220823721798 0.0084815166921825506 0.016715166342053289 -0.0023111705432214366
leaf_weight=0.0013474796373492449 0.0010059523419026781 0.0017183767553801133 0.0018664083523537165 0.0019097697992571279 0.0010355827988081188 0.0010608050962148652 0.0011061158280443761 0.0017043448064982727
leaf_count=315 175 82 498 559 524 186 163 619
internal_value=0 0.000575242 0.00481005 -0.00128423 0.000343433 0.00245913 0.00608254 0.00182927
internal_weight=0 0.0117489 0.00358479 0.0081641 0.00681662 0.00578104 0.00387127 0.00276515
internal_count=3121 2946 580 2366 2051 1527 968 805
is_linear=0
shrinkage=0.0394268


Tree=3122
num_leaves=10
num_cat=0
split_feature=47 47 51 457 2 16 52 12 1
split_gain=3.92599e-05 8.28937e-05 5.90622e-05 0.000100705 7.51517e-05 0.00016575 0.000155701 0.000168282 5.18541e-05
threshold=0.13148500000000005 0.10254000000000001 -0.076794999999999988 0.080930000000000016 0.11093500000000002 -0.073849999999999985 0.10160000000000001 0.095110000000000014 0.088485000000000022
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 7 8 -4
right_child=-2 -3 3 -5 5 -7 -8 -9 -10
leaf_value=-0.0071481018205842859 -0.0070746915181228113 0.009987298563780278 -0.001078782676539818 0.0094499073493797062 -0.0051703771574878868 0.014688550245963404 -0.015803042906973142 0.012937387561581248 -0.01139561210135125
leaf_weight=0.0015630268049706955 0.0010116855438484585 0.0011584144982667932 0.0019737360580945277 0.0015035571868262125 0.0011970055261301131 0.001125699943255266 0.0011264689591083069 0.0010110211425324945 0.0010199906258354947
leaf_count=483 65 187 888 206 194 146 414 261 277
internal_value=0 0.000554576 -0.000484063 0.000678773 -0.00109048 0.00445426 -0.00360038 -0.00016797 -0.00459382
internal_weight=0 0.0116789 0.0105205 0.00895748 0.00745392 0.00232271 0.00513122 0.00400475 0.00299373
internal_count=3121 3056 2869 2386 2180 340 1840 1426 1165
is_linear=0
shrinkage=0.0371528


Tree=3123
num_leaves=12
num_cat=0
split_feature=484 133 133 15 3 3 3 43 3 2 2
split_gain=0.000165313 0.000120636 0.0001669 0.000223701 0.000143115 9.8884e-05 0.000125257 0.000152925 0.000105152 9.10774e-05 5.0055e-05
threshold=-0.0068949999999999992 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 -0.077644999999999978 -0.13309499999999996 -0.077774999999999983 -0.074359999999999996 0.076840000000000006 0.093175000000000022 0.116525
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 -7 -8 -9 -10 -11
right_child=1 -3 -4 4 -6 6 7 8 9 10 -12
leaf_value=-0.0007467555752630967 0.00058648910092450979 -0.00056802240998936359 0.00068668503497004046 -0.00011700724619078084 -0.0010564411483048807 -0.00054093999254314874 0.00071651505837789121 -0.00052263759267993622 0.00053892377569321589 -0.00027772172553799674 0.00026934876324904723
leaf_weight=0.0010448303412281664 0.0016181369326032117 0.0010957267069055697 0.0015584612021845067 0.0014943152153300884 0.0010004649479568367 0.0010871443416898725 0.0014420753603149924 0.0010875966937856042 0.0014382204942645083 0.0015827073362180144 0.0010140186641455218
leaf_count=503 183 371 418 565 200 268 125 205 88 91 104
internal_value=0 4.5111e-05 9.55366e-05 1.72274e-05 -0.000493742 0.000154743 6.34408e-05 0.00016353 7.8564e-06 0.000150848 -6.40913e-05
internal_weight=0 0.0144189 0.0133231 0.0117647 0.00249478 0.0092699 0.00765176 0.00656462 0.00512254 0.00403495 0.00259673
internal_count=3121 2618 2247 1829 765 1064 881 613 488 283 195
is_linear=0
shrinkage=0.00192234


Tree=3124
num_leaves=14
num_cat=0
split_feature=484 43 43 50 15 3 49 0 52 52 3 0 1
split_gain=0.000226051 0.000132893 0.000248218 0.000208851 0.000150317 0.00021276 0.000146487 0.000210131 0.000254297 0.000261929 0.000202322 0.000153311 5.99293e-05
threshold=-0.0068949999999999992 0.21122500000000002 0.093175000000000022 0.10030500000000002 1.0000000180025095e-35 -0.082094999999999987 0.10671500000000002 -0.13027499999999997 -0.0064899999999999992 -0.078224999999999975 -0.10519499999999998 -0.076579999999999995 0.10089500000000001
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 9 -2 -9 -12 -13
right_child=1 -3 -4 -5 5 -7 -8 10 -10 -11 11 12 -14
leaf_value=-0.00078074021390309579 0.00070052015562902415 -0.00060929760013529299 0.0008761452053632101 0.00081114749652909683 1.6469154292708131e-05 -0.00096185888725298745 -0.00058514578837344717 0.00037148993441347896 0.0011092738673785841 -0.00049629615235292815 -0.00088319025101875294 -0.00037029458542947824 0.00025488425760528696
leaf_weight=0.0012266125648974285 0.0012761165950478937 0.0010072844344513983 0.0012404912183772857 0.0010426197938136683 0.0017645798504582269 0.0013315545683129067 0.0010744796760270457 0.0019496601054046093 0.001354307281274396 0.0012222113030447637 0.0012696671073229309 0.001088561788197166 0.0010083709386305949
leaf_count=503 72 185 94 192 536 372 181 170 115 44 384 117 156
internal_value=0 4.11857e-05 8.31263e-05 1.47266e-05 -4.75219e-05 -0.00040428 6.0311e-05 0.00013595 0.00046453 0.000115024 -0.000102168 -0.000376471 -6.96592e-05
internal_weight=0 0.0166299 0.0156226 0.0143821 0.0133395 0.00309613 0.0102434 0.0091689 0.00385264 0.00249833 0.00531626 0.0033666 0.00209693
internal_count=3121 2618 2433 2339 2147 908 1239 1058 231 116 827 657 273
is_linear=0
shrinkage=0.00184769


Tree=3125
num_leaves=9
num_cat=0
split_feature=4 42 43 4 52 15 16 4
split_gain=3.51571e-05 4.76822e-05 7.46899e-05 8.93814e-05 0.000101246 5.96798e-05 8.66735e-05 0.000182652
threshold=0.27287000000000006 0.091735000000000025 0.12450000000000001 0.055260000000000011 -0.088204999999999992 -0.074054999999999996 0.0013750000000000001 -0.083854999999999985
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=-0.0093829402522518663 0.005719393388036652 -0.0094690848228228212 0.011786235722384275 -0.011070364303314513 0.01113307967967362 0.0085374273752377508 0.010238517049517892 -0.019796502996784864
leaf_weight=0.0015835235365228581 0.0019692722777896127 0.0013331624705559325 0.0010677801440295938 0.001705836677634482 0.0018078630590757224 0.0010149377396722341 0.0012456353277457283 0.0010055968651443612
leaf_count=479 352 562 166 214 356 313 125 554
internal_value=0 -0.00112806 5.09975e-05 -0.00144728 0.00101841 0.0042645 0.000462656 -0.00556404
internal_weight=0 0.0107643 0.00943117 0.00836339 0.00665756 0.00507403 0.00326617 0.00202053
internal_count=3121 2769 2207 2041 1827 1348 992 867
is_linear=0
shrinkage=0.0471187


Tree=3126
num_leaves=9
num_cat=0
split_feature=11 43 2 133 52 2 13 49
split_gain=3.7295e-05 5.73901e-05 8.48998e-05 6.92564e-05 8.80794e-05 0.000115377 6.48569e-05 6.2506e-05
threshold=0.081790000000000015 -0.052894999999999991 0.096540000000000015 -0.0061299999999999992 -0.0027449999999999996 0.10613000000000002 -0.0034749999999999994 -0.043469999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 6 -3 7 -6 -1 -5
right_child=-2 3 -4 4 5 -7 -8 -9
leaf_value=0.007549847088974884 -0.0096489697687315128 -0.014219518770032694 0.016826384998802252 0.0011984970941432921 0.015322412752431082 -0.003412623285079513 -0.0075687412173043667 -0.01486954506735084
leaf_weight=0.0017322079167778719 0.0010121701430710886 0.001081056646660021 0.0012660445918314506 0.0012560247470571884 0.0016740904361678055 0.0018984155579112091 0.0013794988701124875 0.0013697650266738621
leaf_count=783 175 729 378 93 371 171 226 195
internal_value=0 0.000761576 0.00546851 -0.00206914 5.00277e-05 0.00536669 0.000847392 -0.00718353
internal_weight=0 0.0116571 0.00437775 0.00727935 0.0061983 0.00357251 0.00311171 0.00262579
internal_count=3121 2946 1387 1559 830 542 1009 288
is_linear=0
shrinkage=0.0520229


Tree=3127
num_leaves=11
num_cat=0
split_feature=1 4 15 12 4 48 2 51 15 12
split_gain=3.56195e-05 6.35298e-05 6.6372e-05 7.16456e-05 6.26958e-05 4.97807e-05 9.0156e-05 6.90669e-05 3.83923e-05 2.16672e-05
threshold=0.104035 -0.0016099999999999997 -0.022504999999999997 0.088305000000000008 0.053180000000000012 0.12474000000000002 0.11548000000000001 -0.087719999999999979 0.013270000000000002 0.090695000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -3 6 7 -2 -5 -9
right_child=5 4 3 8 -6 -7 -8 9 -10 -11
leaf_value=0.012260397823904087 0.011422510479279138 -0.017830574537251502 -0.0091020910653488319 -0.0020739724384077046 -0.0015085655844999011 -0.0068226476365969993 0.01764134700271781 -0.009545038026410194 0.011383283692740581 0.00082923584751234969
leaf_weight=0.0010223442607267185 0.0010584361734714155 0.0010931717170967769 0.0018873047850888848 0.0011221848510595417 0.0012743246470005225 0.0010161664538483883 0.0011223118741348383 0.0010060882951510603 0.0010045340074379117 0.0010073387752228269
leaf_count=407 94 295 708 112 310 81 231 183 598 102
internal_value=0 -0.00228946 0.000886242 -0.00201068 -0.00904512 0.00310696 0.00551271 0.00108148 0.00428243 -0.00435468
internal_weight=0 0.00740386 0.00503637 0.00401402 0.0023675 0.00521034 0.00419418 0.00307186 0.00212672 0.00201343
internal_count=3121 2430 1825 1418 605 691 610 379 710 285
is_linear=0
shrinkage=0.0500028


Tree=3128
num_leaves=13
num_cat=0
split_feature=484 133 1374 457 1 15 11 3 47 160 52 0
split_gain=0.000175131 0.000190588 0.000187225 0.000199936 0.000168458 0.00023363 0.00012521 0.000248917 0.000396562 0.00017682 0.000158575 0.000203299
threshold=-0.0068949999999999992 0.10622000000000002 -0.08070999999999999 0.087995000000000004 0.12873500000000002 0.091650000000000023 0.081790000000000015 -0.10519499999999998 0.092530000000000015 -0.080719999999999986 0.091275000000000009 -0.10096999999999999
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=-0.00075241828792410809 -0.00068927244197806558 -0.00070584180925500255 0.00081224506865317588 0.00099447327166105287 0.00062340135705160474 -0.00084932142762889063 -0.00054193005928797301 -0.00041022205944412331 -0.0010479407549767834 0.00065316918913262123 0.0010327707141155047 -0.00032763305400844168
leaf_weight=0.0011483516672808466 0.0010709941769851952 0.0012181237533100625 0.0018508259245588916 0.0010261916006673805 0.0019665059855921299 0.0011178122428173428 0.0010527890079632405 0.0013407800106024605 0.0011512312888671324 0.0016945391510389831 0.0011394925818450363 0.0015610037974809264
leaf_count=503 55 371 114 98 204 268 127 268 151 167 82 713
internal_value=0 4.00003e-05 0.000100681 0.000161542 9.5154e-05 -7.48504e-08 9.68847e-05 0.000173853 2.29114e-06 0.000213082 0.000403232 0.000182883
internal_weight=0 0.0161903 0.0149722 0.0139012 0.012875 0.0109085 0.00979066 0.00873787 0.00688705 0.00573582 0.00439504 0.00325554
internal_count=3121 2618 2247 2192 2094 1890 1622 1495 1381 1230 962 880
is_linear=0
shrinkage=0.00196078


Tree=3129
num_leaves=10
num_cat=0
split_feature=41 3 1 4 3 16 16 3 52
split_gain=3.75671e-05 6.00538e-05 6.11998e-05 9.25722e-05 0.000168219 7.14332e-05 8.11368e-05 0.00010731 5.01745e-05
threshold=1.0000000180025095e-35 -0.12018999999999998 0.094385000000000011 -0.077679999999999985 0.013900000000000001 -0.27167499999999994 -0.056919999999999991 0.10732000000000001 0.084240000000000023
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 -5 -4 -7 -8 -3
right_child=-2 2 5 4 -6 6 7 -9 -10
leaf_value=0.0088939031878747191 -0.0083532548346531843 0.0092972372951307218 -0.0067799648569255968 -0.023115837752463612 -0.00016416516310911524 0.013276074229565149 0.0093508249600034316 -0.010329967551407578 -0.0045426053148680699
leaf_weight=0.0015781690071109055 0.0010274591731420776 0.001129742856369927 0.0012202465745033116 0.0011367638622498317 0.0015454485078185698 0.0016884361431600621 0.0012198395038023973 0.0010638365665419647 0.0010245455572251317
leaf_count=221 173 338 214 1133 85 192 283 74 408
internal_value=0 0.000681845 -0.000610428 -0.00427614 -0.00989145 0.00280406 0.0057483 0.000182648 0.00271523
internal_weight=0 0.011607 0.0100289 0.0048365 0.00268221 0.00519236 0.00397211 0.00228368 0.00215429
internal_count=3121 2948 2727 1964 1218 763 549 357 746
is_linear=0
shrinkage=0.045289


Tree=3130
num_leaves=12
num_cat=0
split_feature=484 133 133 15 3 3 3 43 3 151 16
split_gain=0.000174579 0.000146746 0.000151085 0.000193996 0.00012496 9.05353e-05 0.000126136 0.000132183 0.000110099 6.7152e-05 0.000147301
threshold=-0.0068949999999999992 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 -0.078724999999999976 -0.13309499999999996 -0.077774999999999983 -0.074359999999999996 0.076840000000000006 -0.0083949999999999979 -0.071854999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 -7 -8 -9 -10 -11
right_child=1 -3 -4 4 -6 6 7 8 9 10 -12
leaf_value=-0.00077194136696110902 0.00056881158554524739 -0.0006393205498700801 0.00066531791296178474 -7.615529446119896e-05 -0.00094229219565711991 -0.00053141791389704394 0.00069712134379099956 -0.00052890631659262949 -0.00018208024924544497 0.00078950146087638628 -0.00011559100141743023
leaf_weight=0.0010363128449576266 0.0016155401158169597 0.0010704279535052432 0.0015463716710133338 0.0014372938226448197 0.0010766204771352698 0.0011088424957944841 0.0013828550525007118 0.0010462870340391724 0.0013230746932305993 0.0013618537041633085 0.0012976036009000234
leaf_count=503 183 371 418 552 213 268 125 205 79 117 87
internal_value=0 4.52191e-05 0.000100746 2.58068e-05 -0.000447091 0.000155931 6.72373e-05 0.000170769 2.60301e-05 0.000171822 0.000347888
internal_weight=0 0.0142668 0.0131963 0.01165 0.00251391 0.00913606 0.00752052 0.00641167 0.00502882 0.00398253 0.00265946
internal_count=3121 2618 2247 1829 765 1064 881 613 488 283 204
is_linear=0
shrinkage=0.00192234


Tree=3131
num_leaves=10
num_cat=0
split_feature=484 133 133 15 3 0 48 0 15
split_gain=0.000177225 0.000121336 0.000147892 0.000200998 0.000123389 9.46129e-05 0.000163977 0.000122051 6.84783e-05
threshold=-0.0068949999999999992 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 -0.078724999999999976 -0.13027499999999997 0.086260000000000017 -0.074479999999999977 -0.015744999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 -2 -7 -9
right_child=1 -3 -4 4 -6 7 -8 8 -10
leaf_value=-0.00076552816020332372 0.0007601836770063363 -0.00055473761003031427 0.00064875665732659204 -8.7969669100278273e-05 -0.00094138543781091999 -0.00039814707428611123 -9.7295337001017071e-06 0.00044878778246780986 -9.7325047500471527e-05
leaf_weight=0.0010247510359169187 0.0019558470527383451 0.0011012982883361619 0.0015225923420246782 0.0014007026629537767 0.0010549694663019647 0.0018767903857266383 0.0019744823852659854 0.0018187137268994387 0.0014785531037053664
leaf_count=503 143 371 418 552 213 401 114 261 145
internal_value=0 4.60505e-05 9.66249e-05 2.39028e-05 -0.000454602 0.000152967 0.000373402 -1.44804e-05 0.000203901
internal_weight=0 0.0141839 0.0130827 0.0115601 0.00245567 0.00910439 0.00393033 0.00517406 0.00329727
internal_count=3121 2618 2247 1829 765 1064 257 807 406
is_linear=0
shrinkage=0.00188464


Tree=3132
num_leaves=10
num_cat=0
split_feature=4 12 52 16 1 12 4 1 0
split_gain=3.63136e-05 7.67917e-05 5.87634e-05 5.86396e-05 8.08618e-05 0.00012452 8.03989e-05 5.62556e-05 4.31646e-05
threshold=0.24564500000000003 0.10388500000000002 -0.28430999999999995 -0.094359999999999986 0.095285000000000022 0.088305000000000008 -0.0016099999999999997 0.111945 -0.10474999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 5 8 -4 -2 -5
right_child=7 -3 3 4 -6 -7 -8 -9 -10
leaf_value=-0.0098538288589567515 -0.0022185670463661521 -0.012858149127186301 0.003973531924428818 0.0011425719742144329 0.011869132944662885 0.010664389131748504 -0.013886070215267806 0.010757655963949625 -0.010997236802072445
leaf_weight=0.001079696149118555 0.0013132330674539832 0.0010590297105489864 0.0010165367869254972 0.00102200475263751 0.001758206037312679 0.0014638522195068266 0.0010520858984709733 0.0014330305809646443 0.0014574465325407717
leaf_count=301 150 283 150 87 292 629 195 276 758
internal_value=0 -0.00133286 4.63356e-05 0.00142201 0.00379186 0.000190429 -0.00510973 0.00455257 -0.00599333
internal_weight=0 0.00990886 0.00884983 0.00777013 0.00570151 0.0039433 0.00206862 0.00274626 0.00247945
internal_count=3121 2695 2412 2111 1766 1474 345 426 845
is_linear=0
shrinkage=0.045289


Tree=3133
num_leaves=12
num_cat=0
split_feature=484 133 3 48 51 4 12 2 15 2 0
split_gain=0.000184031 0.000135551 0.000162994 0.000128661 0.00016694 0.000167913 0.000163395 0.00014318 0.000104973 0.000100851 9.64667e-05
threshold=-0.0068949999999999992 0.10622000000000002 0.16158000000000003 0.11926500000000002 0.08955500000000001 0.40473500000000007 0.088615000000000013 0.088850000000000012 -0.040439999999999997 0.092755000000000018 -0.060129999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 8 -2 -9 -8
right_child=1 -3 -4 -5 -6 -7 10 9 -10 -11 -12
leaf_value=-0.00079365085259759725 -0.00048596922209240241 -0.00060116289736742248 0.00082602773657506885 -0.00061332337370105343 -0.00059428586669489462 0.00092743403750175602 -0.00062913114129490059 0.0010500198876894724 0.00027969371720184616 0.00030102795608069876 5.6940936176718314e-05
leaf_weight=0.0010741298204663867 0.0011183872303116341 0.0011410209315551199 0.0010998265970151291 0.0010646004844123711 0.0011897372780522173 0.0010425267968074735 0.001472586233181528 0.0011564786422855917 0.0017907189038139149 0.0017178620057153142 0.0016947957540203169
leaf_count=503 147 371 142 65 219 181 525 86 501 231 150
internal_value=0 4.75057e-05 0.000102958 3.80268e-05 0.000100034 0.000182694 9.59525e-05 0.000292006 -1.46605e-05 0.000602382 -0.000262029
internal_weight=0 0.0144885 0.0133475 0.0122477 0.0111831 0.00999336 0.00895083 0.00578345 0.00290911 0.00287434 0.00316738
internal_count=3121 2618 2247 2105 2040 1821 1640 965 648 317 675
is_linear=0
shrinkage=0.00196078


Tree=3134
num_leaves=13
num_cat=0
split_feature=484 1374 133 133 15 42 457 3 1 0 43 0
split_gain=0.000227856 0.000198173 0.000188952 0.000147479 0.000226936 0.000194264 0.000188349 0.000164167 0.000156269 0.000154362 9.99356e-05 9.14585e-05
threshold=-0.0068949999999999992 -0.08070999999999999 0.10622000000000002 0.083950000000000011 0.024640000000000006 0.085010000000000016 0.080930000000000016 -0.13309499999999996 0.13146500000000003 -0.13027499999999997 -0.066504999999999995 -0.20211999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -6 7 -3 9 11 -11 -9
right_child=1 2 -4 -5 5 -7 -8 8 -10 10 -12 -13
leaf_value=-0.00083266060300083268 -0.0007697602553111936 0.00067494906966754701 -0.00063466632861557983 0.00070004742179267747 -0.000926893089262338 0.00019493350874855617 0.0009906604780894248 -0.00014315436601588228 0.0005799986000971551 -8.0614179830209586e-05 -0.00077028611198990218 0.00060987561260415117
leaf_weight=0.0011643770122430645 0.0010227654216838902 0.0016454148605283573 0.0011739164320607775 0.0016929530767474327 0.0013270507317032229 0.0010004789938942403 0.0010552819587135104 0.0012302088606901407 0.0013687201053053516 0.001539341323444109 0.0015665601582168455 0.0011561578061354914
leaf_count=503 58 166 368 394 464 278 108 57 136 215 292 82
internal_value=0 4.8538e-05 0.000105255 0.000169207 9.3619e-05 -0.000444681 0.000224653 0.000129624 -1.15637e-06 -0.000145985 -0.000428472 0.000221677
internal_weight=0 0.0157788 0.0147561 0.0135822 0.0118892 0.00232753 0.00956169 0.0085064 0.00686099 0.00549227 0.0031059 0.00238637
internal_count=3121 2618 2560 2192 1798 742 1056 948 782 646 507 139
is_linear=0
shrinkage=0.00192234


Tree=3135
num_leaves=12
num_cat=0
split_feature=484 133 133 15 3 3 3 43 49 52 16
split_gain=0.000199285 0.000138775 0.000165638 0.000199828 0.000136926 8.8897e-05 0.00011502 0.000168336 8.17255e-05 0.000130578 0.000120122
threshold=-0.0068949999999999992 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 -0.077644999999999978 -0.13309499999999996 -0.077774999999999983 -0.074359999999999996 -0.047584999999999995 -0.070154999999999981 -0.25582999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 -7 -8 -9 -10 -11
right_child=1 -3 -4 4 -6 6 7 8 9 10 -12
leaf_value=-0.00080689668240573758 0.00056201737891516828 -0.0006005538118044702 0.00068431698173473682 -9.2302247476324398e-05 -0.0010089458760765358 -0.00050361583944907916 0.00074014516259070294 0.0004505624452403988 -0.00072691977056597141 -0.0004482799900490724 0.00036119363876198959
leaf_weight=0.001083291462742937 0.0016253882520358273 0.001125732334722347 0.0015917170999811036 0.0015124908849187971 0.0010005984278427006 0.0011152539418927713 0.0014585654141289804 0.0011522225727473865 0.0010121771202946227 0.001051805026023 0.0019033961516284987
leaf_count=503 183 371 418 565 200 268 125 75 111 123 179
internal_value=0 4.7753e-05 0.000102121 2.38e-05 -0.000457268 0.000153534 6.72339e-05 0.000164015 -1.23429e-07 -0.000131014 7.30886e-05
internal_weight=0 0.0145493 0.0134236 0.0118319 0.00251309 0.00931881 0.00769342 0.00657817 0.0051196 0.00396738 0.0029552
internal_count=3121 2618 2247 1829 765 1064 881 613 488 413 302
is_linear=0
shrinkage=0.00192234


Tree=3136
num_leaves=12
num_cat=0
split_feature=484 133 133 15 3 3 3 43 3 2 2
split_gain=0.000161038 0.000134398 0.000145893 0.000193539 0.000151139 9.34533e-05 0.000138362 0.000127026 0.000112472 8.19214e-05 5.03161e-05
threshold=-0.0068949999999999992 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 -0.077644999999999978 -0.13309499999999996 -0.077774999999999983 -0.074359999999999996 0.076840000000000006 0.093175000000000022 0.11548000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 -7 -8 -9 -10 -11
right_child=1 -3 -4 4 -6 6 7 8 9 10 -12
leaf_value=-0.00075150251534509443 0.00057626835413753766 -0.00062250223515338617 0.00066583419562590482 -6.7250060792493443e-05 -0.0010451982917929763 -0.00056995023869886726 0.00068921805482477505 -0.00055110968178032961 0.00054081201882955651 -0.0002608714241707411 0.00030166641408088993
leaf_weight=0.0010518194076348407 0.0016569025234370958 0.0010789116106937327 0.0015341194325239676 0.0015239612121898693 0.001010423559203904 0.0011324678949707059 0.0014284260527456247 0.001030127604887611 0.0014857715902904522 0.0015440820030931945 0.0010119487483244427
leaf_count=503 183 371 418 565 200 268 125 205 88 88 107
internal_value=0 4.31807e-05 9.69463e-05 2.31359e-05 -0.000457144 0.000154164 6.25353e-05 0.000172725 2.72626e-05 0.000174671 -3.81591e-05
internal_weight=0 0.0144371 0.0133582 0.0118241 0.00253438 0.00928973 0.00763282 0.00650036 0.00507193 0.0040418 0.00255603
internal_count=3121 2618 2247 1829 765 1064 881 613 488 283 195
is_linear=0
shrinkage=0.00196078


Tree=3137
num_leaves=14
num_cat=0
split_feature=484 133 42 43 133 4 3 49 16 16 1 42 15
split_gain=0.000216817 0.000156932 0.000158363 0.000162582 0.0001675 0.000154683 0.000125945 0.000125904 0.000178913 0.000255262 0.000177219 0.000144488 0.000228906
threshold=-0.0068949999999999992 0.10622000000000002 -0.11466499999999999 -0.25681499999999996 0.083950000000000011 0.27044500000000005 0.11296500000000002 -0.047584999999999995 -0.18708499999999997 0.22339500000000004 0.10060500000000001 0.079510000000000011 -0.015039999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 7 -7 10 -9 11 -5 12 -10
right_child=1 -3 3 4 -6 6 -8 8 9 -11 -12 -13 -14
leaf_value=-0.00081441476316815753 -0.00061127028292699229 -0.00061387413920480267 0.00088736583097116231 -0.00016423873516578579 0.00068510367955416484 0.00092828409462060175 -1.8157722684451059e-06 -0.00097814381749859541 -0.00010830092182411775 -0.00088936941639630837 0.0008780012208993433 -0.00045084367939554918 0.0010089532097251521
leaf_weight=0.0011537070663368279 0.0010566611565240554 0.001216499844924738 0.0010514205422511155 0.0014748631636448154 0.0015754314564357602 0.001102620703961916 0.0010506239764536685 0.0010372945293974194 0.0015801064059767784 0.0011676448479077447 0.0010197183111592678 0.0011073048789426582 0.0011865254344707364
leaf_count=503 136 371 54 102 386 159 105 65 161 218 100 370 391
internal_value=0 4.91515e-05 0.000105124 0.000161812 9.9801e-05 1.38375e-05 0.000474464 -0.00010185 -0.000251081 -0.000101489 0.000261801 0.000135986 0.000370856
internal_weight=0 0.0156267 0.0144102 0.0133536 0.0123021 0.0107267 0.00215324 0.00857346 0.00607888 0.00504158 0.00249458 0.00387394 0.00276663
internal_count=3121 2618 2247 2111 2057 1671 264 1407 1205 1140 202 922 552
is_linear=0
shrinkage=0.00192234


Tree=3138
num_leaves=10
num_cat=0
split_feature=123 48 16 47 42 42 0 4 151
split_gain=3.81085e-05 6.79366e-05 0.000130122 0.000101962 0.000141129 8.26778e-05 6.35054e-05 0.000106152 9.69356e-05
threshold=1.0000000180025095e-35 0.12230500000000001 -0.5048999999999999 0.10783500000000001 -1.0000000180025095e-35 0.088915000000000008 -0.08824499999999999 -0.27825499999999997 -0.0067699999999999991
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=0.015449270936539633 0.0090360616223905555 -0.013066417405465186 -0.020206322165948861 0.01290525812136927 0.0067510532070232162 -0.012564949433785244 -0.0040473651160085203 0.014158746595892202 -0.010676798627104333
leaf_weight=0.0012067563667955755 0.0010164295979331077 0.0010022497711504657 0.0010509011353634782 0.001035905559270303 0.0012878372832481623 0.0012476387049538372 0.0013665659279876198 0.0017618955533687229 0.0018963767896902606
leaf_count=157 265 84 757 103 124 687 170 460 314
internal_value=0 -0.000854645 0.000272993 -0.0016254 -0.0033734 -0.00103359 0.00124547 0.006206 -0.0036282
internal_weight=0 0.0118561 0.0108539 0.00964712 0.00861122 0.00756031 0.00631268 0.00312846 0.00318421
internal_count=3121 2856 2772 2615 2512 1755 1068 630 438
is_linear=0
shrinkage=0.0490223


Tree=3139
num_leaves=9
num_cat=0
split_feature=11 3 3 13 1 47 49 2
split_gain=3.99935e-05 5.23303e-05 5.9258e-05 6.54196e-05 9.41459e-05 9.12126e-05 0.000101909 0.000142829
threshold=0.081790000000000015 -0.12018999999999998 -0.078934999999999991 -0.061684999999999997 0.10089500000000001 0.10621500000000002 -0.054984999999999992 0.11215000000000001
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=0.00835916347741744 -0.008670658493108779 -0.0076997940974072067 -0.00016241346483700727 -0.010331842878281081 0.015861961941069501 -0.013908473754937548 0.012744121038919856 -0.0081573355628716277
leaf_weight=0.0015774566450122421 0.0010187638588100142 0.001908422595936936 0.0018560441800316966 0.0011583017339072826 0.0012642485233651834 0.0010473856050118302 0.0019377855983106996 0.0010254337310659587
leaf_count=180 175 1392 401 138 268 74 351 142
internal_value=0 0.000682748 -0.000504706 0.00115182 0.00633018 -0.00197418 0.00105863 0.00551109
internal_weight=0 0.0117751 0.0101976 0.0082892 0.00312029 0.00516891 0.00412152 0.00296322
internal_count=3121 2946 2766 1374 669 705 631 493
is_linear=0
shrinkage=0.045289


Tree=3140
num_leaves=11
num_cat=0
split_feature=159 1 131 484 42 49 12 52 4 4
split_gain=3.61033e-05 6.00716e-05 8.55345e-05 5.28192e-05 8.88819e-05 8.91252e-05 0.000133175 0.00020938 0.000130466 8.65114e-05
threshold=-0.032739999999999991 0.13146500000000003 0.084390000000000007 0.084040000000000017 -0.0060199999999999993 -0.043469999999999995 0.095330000000000012 0.077655000000000016 0.053180000000000012 0.0052350000000000009
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 9 7 8 -7 -6
right_child=1 -3 -4 -5 5 6 -8 -9 -10 -11
leaf_value=-0.0082812239023375214 -0.013621160939634516 0.010993707669105082 -0.013754051604221714 0.010186837133582323 -0.00031777728352399675 -0.015209516615741454 -0.016164105761231784 0.020585573555833073 0.0059789577887480643 0.018657681714324127
leaf_weight=0.0011245469485260924 0.0010288305843354972 0.0011845624250832595 0.0010052356146880185 0.0012519574540356968 0.0010752422686926646 0.0013621559998948608 0.0011842275135649921 0.0010452075084904401 0.0013234120234996011 0.0011469862086668742
leaf_count=421 554 216 350 262 139 459 242 242 126 110
internal_value=0 0.000737763 -0.000427786 0.000994598 -0.000414685 0.00148903 -0.00212226 0.00233493 -0.00476812 0.00947626
internal_weight=0 0.0116078 0.0104233 0.00941802 0.00816606 0.00713723 0.004915 0.00373078 0.00268557 0.00222223
internal_count=3121 2700 2484 2134 1872 1318 1069 827 585 249
is_linear=0
shrinkage=0.0480611


Tree=3141
num_leaves=13
num_cat=0
split_feature=484 15 11 457 48 0 15 15 42 16 52 15
split_gain=0.000162929 0.000143579 9.72654e-05 0.00012772 0.000161207 0.000150313 0.0001161 0.000159142 0.000198842 0.000184936 0.000111174 6.52203e-05
threshold=-0.0068949999999999992 -0.24436499999999997 0.079915000000000014 -0.0029299999999999994 0.016865000000000002 -0.20211999999999997 0.091650000000000023 -0.016799999999999995 0.086325000000000013 -0.056919999999999991 0.084960000000000022 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 9 10 -5 11 -9
right_child=1 2 -4 4 5 -7 -8 8 -10 -11 -12 -13
leaf_value=-0.00072739752246581179 0.00069646291977395721 -0.0006240964054586444 -0.0005924895145953728 0.00011900039431508817 -4.7094652625338591e-05 0.00081015985248294856 -0.00066987368546623301 0.00090250083954018583 -0.00051204176639395923 -0.0009392409778031112 -3.8082452940931762e-05 0.00029293642119736392
leaf_weight=0.0011161960906628981 0.001211005554833367 0.0010309684909495737 0.0010128539228601444 0.0013957172750997662 0.0013132101472379532 0.0019602391581369583 0.0010075961272663393 0.0016515632567403607 0.001083963697447881 0.0011647500644615671 0.0013146310716145859 0.0011411140880909984
leaf_count=503 232 147 155 206 40 344 381 146 222 279 267 199
internal_value=0 4.86023e-05 -7.13292e-06 3.82507e-05 9.50006e-05 0.000466255 -4.37408e-05 3.7646e-05 0.000234954 -0.000362391 0.000432095 0.000653427
internal_weight=0 0.0152876 0.0140766 0.0130638 0.0120328 0.00327345 0.00875934 0.00775174 0.00519127 0.00256047 0.00410731 0.00279268
internal_count=3121 2618 2386 2231 2084 384 1700 1319 834 485 612 345
is_linear=0
shrinkage=0.00196078


Tree=3142
num_leaves=9
num_cat=0
split_feature=41 52 52 160 52 2 4 4
split_gain=3.80254e-05 5.31062e-05 0.000112862 6.45741e-05 9.74395e-05 0.000105061 0.000114575 9.85005e-05
threshold=1.0000000180025095e-35 -0.081429999999999989 -0.24456499999999998 -0.079279999999999975 0.10744000000000002 0.10097500000000002 -0.083854999999999985 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 6 -5 -8
right_child=-2 3 -4 4 -6 -7 7 -9
leaf_value=-0.0049828602427352958 -0.010230354588259946 -0.011945016059475308 0.016600801999758486 0.01795857755248579 0.01470270354423584 -0.012663398425566949 -0.013414503521737254 0.0070340703752250766
leaf_weight=0.0013118693280743834 0.0010299159717360043 0.0014595425782120532 0.0016891119613055556 0.001117877551451141 0.0012648378216251876 0.0019532992742818632 0.0013924064438654126 0.0014822524958564484
leaf_count=351 173 563 389 302 206 326 628 183
internal_value=0 0.000835727 0.00716557 -0.00135519 0.000788338 -0.00217162 0.00296136 -0.00287066
internal_weight=0 0.0116712 0.00300098 0.00867022 0.00721067 0.00594584 0.00399254 0.00287466
internal_count=3121 2948 740 2208 1645 1439 1113 811
is_linear=0
shrinkage=0.0552071


Tree=3143
num_leaves=12
num_cat=0
split_feature=484 15 133 133 15 15 3 0 48 52 47
split_gain=0.000154968 0.000123838 0.000110683 0.000148553 0.000152228 0.000179702 0.000118179 0.000115391 0.000257042 0.000207302 0.000125057
threshold=-0.0068949999999999992 -0.24436499999999997 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 -0.11713499999999999 -0.078724999999999976 -0.10607499999999999 0.086260000000000017 0.08257500000000001 0.092165000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -6 8 -7 10 -9
right_child=1 2 -4 -5 6 7 -8 9 -10 -11 -12
leaf_value=-0.00072174311801816713 0.00065747144062668376 -0.00065361234877021445 -0.00060080199758666896 0.00060612413007796683 -8.4278622631460125e-05 0.00099455758889307501 -0.0009315327675076244 -0.00072533289010998482 -0.00015408181588411673 0.0005547604330878894 0.00014388292969830403
leaf_weight=0.0010406461556189692 0.0011294717667553475 0.0010334703021358041 0.0010621259618926989 0.0015299463056499809 0.0014039483903772172 0.0016570847264567338 0.001073600260536927 0.0014075363976755123 0.0012730152969825381 0.0015123948618141151 0.0010817477460893007
leaf_count=503 232 138 355 370 552 108 213 383 73 119 75
internal_value=0 4.68463e-05 -6.06439e-06 4.6696e-05 -3.52644e-05 9.41789e-05 -0.000451421 0.000205668 0.000495518 -6.56489e-06 -0.000347605
internal_weight=0 0.0141643 0.0130349 0.0119727 0.0104428 0.00796525 0.00247755 0.00693178 0.0029301 0.00400168 0.00248928
internal_count=3121 2618 2386 2031 1661 896 765 758 181 577 458
is_linear=0
shrinkage=0.00192234


Tree=3144
num_leaves=13
num_cat=0
split_feature=147 484 457 43 3 150 49 403 160 52 4 47
split_gain=0.000235729 0.00022512 0.000153781 0.000145758 0.000185669 0.000127424 0.000178981 9.87564e-05 0.000259559 0.000202262 0.000261344 0.000180932
threshold=0.089025000000000007 -0.0068949999999999992 0.10378500000000002 0.21122500000000002 0.13524500000000003 0.086615000000000011 -0.072814999999999977 0.03138500000000001 -0.080409999999999995 0.091275000000000009 0.053180000000000012 0.092530000000000015
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 10 -10 -12
right_child=-2 2 -4 -5 -6 -7 7 -9 9 -11 11 -13
leaf_value=-0.00092015979329135755 0.00088908187747496433 0.00077427885371812027 -0.00071717861405202229 -0.00065063373595127157 0.00067538310931424277 -0.00062217187191289359 -0.00083831750625353409 0.00048564980220876111 -0.00064727454552205058 0.00074487621120331927 0.00084615891104592702 -0.00012585148633159
leaf_weight=0.001052037271367357 0.0010278301743770089 0.0012094810248538005 0.0010303144853840438 0.0010115142217024939 0.0018254094879092122 0.0010533636495288152 0.0014174031306979388 0.0012572867044181304 0.0019735788196008066 0.0013084315116981202 0.001164183852548531 0.001804700032381955
leaf_count=492 124 113 54 180 137 181 361 255 816 158 183 67
internal_value=0 -6.04453e-05 -3.71421e-07 5.22859e-05 0.000106921 1.41755e-05 8.03128e-05 -1.37246e-05 -9.56016e-05 7.28108e-05 -0.000105107 0.000255301
internal_weight=0 0.0161077 0.0150557 0.0140254 0.0130138 0.0111884 0.0101351 0.00892558 0.0076683 0.00625089 0.00494246 0.00296888
internal_count=3121 2997 2505 2451 2271 2134 1953 1840 1585 1224 1066 250
is_linear=0
shrinkage=0.00192234


Tree=3145
num_leaves=9
num_cat=0
split_feature=4 42 43 4 52 4 48 16
split_gain=4.11431e-05 4.83119e-05 8.71334e-05 7.52639e-05 9.30691e-05 5.21852e-05 0.000101529 9.06307e-05
threshold=0.27287000000000006 0.091735000000000025 0.12450000000000001 0.055260000000000011 -0.088204999999999992 -0.27825499999999997 0.085845000000000019 -0.083539999999999989
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=-0.0089703221595180838 0.0059529381503589324 -0.0091836479110963386 0.012145413766655644 -0.010022515558040497 -0.0054790130945732785 0.020976938609895048 -0.0059173806355557988 0.0043892459831677113
leaf_weight=0.0015811392781114215 0.0019799496997919596 0.0013439122146592453 0.0010727833776935152 0.0017152189624450379 0.0010298057540195629 0.0010501319422784208 0.0010820785692973733 0.0018942838571186951
leaf_count=479 352 562 166 214 80 367 200 701
internal_value=0 -0.0011504 -4.99694e-06 -0.00156555 0.000619864 0.00361878 0.00594561 0.0103053
internal_weight=0 0.0107694 0.00942544 0.00835266 0.00663744 0.0050563 0.00402649 0.00294442
internal_count=3121 2769 2207 2041 1827 1348 1268 1068
is_linear=0
shrinkage=0.045289


Tree=3146
num_leaves=10
num_cat=0
split_feature=1 15 16 16 50 43 133 3 2
split_gain=4.31624e-05 5.28056e-05 0.000107584 9.364e-05 5.14075e-05 4.12602e-05 0.00014495 7.53169e-05 5.86237e-05
threshold=0.104035 -0.016799999999999995 -0.071854999999999988 -0.44310499999999992 0.07826000000000001 -0.080084999999999976 1.0000000180025095e-35 0.090900000000000009 0.089885000000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 6 -1 8 -7
right_child=1 -3 -4 -5 -6 7 -8 -9 -10
leaf_value=0.015861703034163281 -0.0019932693941021188 0.01049097338237899 -0.0082242164484374845 0.016958157387732532 -0.011373239499136828 -0.016329366295723985 -0.0076772751917284533 0.0038979396694651934 -0.0022235113039671167
leaf_weight=0.0011016112483298779 0.0011201856546733868 0.0014385253788390087 0.001691256922967095 0.0010232623541312422 0.0010856529664801003 0.0010795898496306659 0.0010461212046006948 0.0017344277967403787 0.0013726884057076744
leaf_count=199 173 154 213 151 508 649 454 102 518
internal_value=0 0.00309148 0.000315683 0.00705397 -0.0022676 -0.000706999 0.0043963 -0.00332493 -0.00843347
internal_weight=0 0.00527323 0.0038347 0.00214345 0.00742009 0.00633444 0.00214773 0.00418671 0.00245228
internal_count=3121 691 537 324 2430 1922 653 1269 1167
is_linear=0
shrinkage=0.045289


Tree=3147
num_leaves=10
num_cat=0
split_feature=1 4 15 15 3 2 3 13 47
split_gain=3.52691e-05 9.59374e-05 6.89974e-05 0.000109449 9.29561e-05 0.000123328 0.00017244 5.05299e-05 4.2777e-05
threshold=0.077565000000000009 -0.083854999999999985 1.0000000180025095e-35 -0.016799999999999995 -0.10519499999999998 0.089885000000000007 0.10893000000000001 -0.084034999999999985 0.092530000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 -2 8 -7 -1 -6
right_child=2 -3 -4 -5 5 6 -8 -9 -10
leaf_value=0.010254209196386574 0.014217732276347107 -0.013459725256430365 -0.0064533403977855451 0.01755385138611017 -0.0033100675917654403 0.018201133292320169 -0.0058234508699202582 -0.0044387172782436052 -0.017066638686430134
leaf_weight=0.0010123450967782742 0.0010412488154143027 0.0014796401673737754 0.0019364245623328356 0.0011219568042897506 0.0010097325824889535 0.0012576848717069733 0.001529175818769879 0.001160350941587813 0.0010812239601912846
leaf_count=55 117 1283 433 224 206 191 154 298 160
internal_value=0 -0.00402077 0.00158102 0.00379063 0.00118182 -0.00160091 0.00501863 0.0024073 -0.0104235
internal_weight=0 0.00365234 0.00897745 0.00704102 0.00591907 0.00487782 0.00278686 0.0021727 0.00209096
internal_count=3121 1636 1485 1052 828 711 345 353 366
is_linear=0
shrinkage=0.0480611


Tree=3148
num_leaves=9
num_cat=0
split_feature=41 52 13 1 4 457 13 1
split_gain=3.88513e-05 4.9865e-05 8.65174e-05 6.66526e-05 0.000158983 8.19213e-05 0.000103772 7.14989e-05
threshold=1.0000000180025095e-35 -0.081429999999999989 -0.0065549999999999992 0.08844500000000001 -0.083854999999999985 0.045365000000000009 -0.0025349999999999995 0.111945
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 6 -5 -8
right_child=-2 3 -4 5 -6 -7 7 -9
leaf_value=0.0153477169342495 -0.0092389843142813202 0.0026929374417114238 -0.0014770923109684172 0.0088415939615111676 -0.019539940986079699 0.014786052562763776 -0.01538472371251119 0.0005759113502268148
leaf_weight=0.0013604035559011776 0.0010131288993675816 0.0018149317200225805 0.0015964285253328406 0.001690501326593383 0.0013463010527136772 0.0010085146812700528 0.0012282724057239816 0.0014960823160553708
leaf_count=403 173 331 337 483 1050 100 125 119
internal_value=0 0.000773346 0.0062638 -0.00111776 -0.00677557 0.00218013 -0.000699523 -0.00661992
internal_weight=0 0.0115414 0.00295683 0.0085846 0.00316123 0.00542337 0.00441486 0.00272435
internal_count=3121 2948 740 2208 1381 827 727 244
is_linear=0
shrinkage=0.0490223


Tree=3149
num_leaves=14
num_cat=0
split_feature=484 15 11 403 1374 51 43 3 2 133 1 3 43
split_gain=0.000303217 0.000164529 0.000152141 0.000147172 0.000159169 0.000134783 0.000145176 0.000154185 0.000193664 0.000197849 0.0002577 9.80569e-05 8.8406e-05
threshold=-0.0068949999999999992 -0.24436499999999997 0.079915000000000014 -1.0000000180025095e-35 -0.08070999999999999 0.012085000000000002 -0.15582499999999996 -0.10831999999999999 0.084055000000000005 0.089595000000000022 0.090540000000000023 -1.0000000180025095e-35 -0.34140499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 12 -8 11 10 -10 -9 -6
right_child=1 2 -4 4 5 -7 7 8 9 -11 -12 -13 -14
leaf_value=-0.00090898509765088918 0.00071337244801433384 -0.00064934818661782287 -0.00068377947044909355 -0.00059716344974629896 0.00014315716138026994 0.00063413537631774668 0.00066121877246391356 -3.7667234916163023e-05 -0.0013865029160803808 0.00015372392442956827 -0.00016595553881736038 0.00072324325923240652 0.00090124252784163131
leaf_weight=0.0012907315850135262 0.0013056734432558602 0.0010129814426947737 0.0011074926778008856 0.0010745280327155758 0.001173224457021449 0.0019741270172052997 0.0010003706546293139 0.0016195624488475092 0.001196284798197958 0.0014506635765310014 0.001372803958040042 0.0010200161930897129 0.0011028180147165554
leaf_count=503 232 673 155 58 53 266 61 310 421 174 144 37 34
internal_value=0 5.86899e-05 2.09884e-06 5.63665e-05 0.000111423 0.000175353 8.41976e-05 -4.24685e-05 -0.000148177 -0.000413825 -0.000734298 0.000256373 0.000510475
internal_weight=0 0.0164105 0.0151049 0.0139974 0.0129844 0.0119099 0.00993574 0.0076597 0.00665933 0.00401975 0.00256909 0.00263958 0.00227604
internal_count=3121 2618 2386 2231 1558 1500 1234 1147 1086 739 565 347 87
is_linear=0
shrinkage=0.00192234


Tree=3150
num_leaves=12
num_cat=0
split_feature=484 15 133 133 15 15 3 0 48 52 47
split_gain=0.000213255 0.000161384 0.000129016 0.000173473 0.000158641 0.000222714 0.000169862 0.000131453 0.0003363 0.000207813 0.000151285
threshold=-0.0068949999999999992 -0.24436499999999997 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 -0.11713499999999999 -0.077644999999999978 -0.10607499999999999 0.086260000000000017 0.08257500000000001 0.092165000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -6 8 -7 10 -9
right_child=1 2 -4 -5 6 7 -8 9 -10 -11 -12
leaf_value=-0.00079856174058670095 0.00070602103360264132 -0.00068942905394572872 -0.00062128809929302357 0.00061438345148714317 -5.1492682273839165e-05 0.0010112643605575716 -0.0010179107198299612 -0.00072541422098542675 -0.00021329773975463433 0.00051286109174817653 0.00017330082953093576
leaf_weight=0.0011305915554267734 0.0012240656962576374 0.0011448160200405984 0.0011193012121638929 0.0016616071358517412 0.0016183257083110007 0.0018665771249759605 0.0010751683085086182 0.0015267738813984355 0.0013895800272697434 0.0016622828580031557 0.0011790677961741221
leaf_count=503 232 138 355 370 565 108 200 383 73 119 75
internal_value=0 4.93396e-05 -7.09464e-06 4.5287e-05 -3.72087e-05 8.56701e-05 -0.00043726 0.000202054 0.000488677 -1.16045e-05 -0.0003338
internal_weight=0 0.0154676 0.0142435 0.0131242 0.0114626 0.0087691 0.00269349 0.00762428 0.00325616 0.00436812 0.00270584
internal_count=3121 2618 2386 2031 1661 896 765 758 181 577 458
is_linear=0
shrinkage=0.00188464


Tree=3151
num_leaves=14
num_cat=0
split_feature=484 43 43 50 133 42 15 12 16 2 52 4 0
split_gain=0.000247405 0.000194054 0.00024996 0.000225433 0.000178788 0.000141555 0.000183445 0.000335668 0.000206842 0.000194759 0.000177241 0.000238785 0.000218514
threshold=-0.0068949999999999992 0.21122500000000002 0.093175000000000022 0.10030500000000002 0.09389500000000002 0.097315000000000026 -0.10653 0.09334000000000002 -0.094359999999999986 0.11215000000000001 0.083680000000000018 -0.033174999999999989 -0.11013499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 9 8 -8 -2 11 -10 -13
right_child=1 -3 -4 -5 -6 -7 7 -9 10 -11 -12 12 -14
leaf_value=-0.00085890545079984567 0.00091083064242072161 -0.00078115709319490014 0.00094840878147769319 0.00092044233960364397 -0.00081473639852759291 0.00069580902352873401 -0.00062596229189980466 -0.0012132456612395886 -0.00061368408118095354 -0.00018187163775207078 0.00082083061199112145 0.00085634597642139231 -0.00021243021018561069
leaf_weight=0.0012408693672470361 0.0014106348501462954 0.0010166789356101128 0.0012377365531299018 0.0010155491223714673 0.0010494324492015235 0.0011114171537697651 0.0017285356751527555 0.0010504031120501366 0.0016930841320180884 0.0011290731385569311 0.0011917313902918419 0.0014401228289243105 0.0015031089434883477
leaf_count=503 164 185 94 192 376 133 174 196 307 96 329 88 284
internal_value=0 4.88016e-05 0.000103028 2.99736e-05 -3.79815e-05 2.85175e-05 -3.8017e-05 -0.000174657 -3.02875e-05 0.00042505 0.000146383 -2.69786e-05 0.000310522
internal_weight=0 0.0165775 0.0155608 0.0143231 0.0133075 0.0122581 0.0111467 0.00860699 0.00755658 0.00253971 0.00582805 0.00463632 0.00294323
internal_count=3121 2618 2433 2339 2147 1771 1638 1378 1182 260 1008 679 372
is_linear=0
shrinkage=0.00196078


Tree=3152
num_leaves=14
num_cat=0
split_feature=484 15 15 133 160 151 133 15 160 52 51 0 42
split_gain=0.000189531 0.000139436 0.000123003 0.000161768 0.000183555 0.000136594 0.000169457 0.000208121 0.000150861 0.000214187 0.000170851 0.000199988 0.000148268
threshold=-0.0068949999999999992 -0.24436499999999997 -0.11713499999999999 0.10622000000000002 0.092865000000000017 -0.085604999999999987 0.083950000000000011 1.0000000180025095e-35 -0.082869999999999985 0.077655000000000016 -0.092769999999999991 -0.10607499999999999 0.081660000000000024
decision_type=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 -10 -12 -9
right_child=1 2 3 -5 -6 6 -8 12 9 -11 11 -13 -14
leaf_value=-0.00075845423939337317 0.00065540700275154497 -0.00057901058030649939 0.00083651562522259041 -0.0006487720323599571 -0.00060165577311831382 -0.00042045878414537501 0.00073785775920648172 -0.00096295959881097877 0.00074339592465209826 0.0010835761427589346 0.00035430857895068244 -0.00071301418637358777 1.7375277913709239e-05
leaf_weight=0.0011365630933133598 0.0012020366075689735 0.0012445072460362016 0.0010363408302273636 0.001099565947399705 0.001164802104278744 0.0011281394285138019 0.0013318355029198767 0.0011191207930116047 0.0011072539785360498 0.0010798476650100142 0.0013311808978145878 0.001173005144039875 0.0010736978845796337
leaf_count=503 232 187 163 331 121 136 218 436 121 39 85 248 301
internal_value=0 3.96148e-05 -1.36784e-05 4.19619e-05 0.000107747 0.00018735 0.000115352 1.18764e-05 0.00019833 0.000347134 0.000126932 -0.000145644 -0.000482946
internal_weight=0 0.0150913 0.0138893 0.0126448 0.0115452 0.0103804 0.00934408 0.00801225 0.00581943 0.00469129 0.00361144 0.00250419 0.00219282
internal_count=3121 2618 2386 2199 1868 1747 1584 1366 629 493 454 333 737
is_linear=0
shrinkage=0.00188464


Tree=3153
num_leaves=10
num_cat=0
split_feature=1 52 0 0 4 15 0 52 2
split_gain=3.54008e-05 7.42416e-05 7.4638e-05 0.000125468 0.000112778 8.40648e-05 0.000147436 6.27924e-05 6.21379e-05
threshold=0.13559000000000002 0.11434500000000002 -0.077999999999999986 -0.10096999999999999 -0.49013999999999996 -0.11713499999999999 -0.13455999999999999 -0.088204999999999992 0.09142500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 -1 8 -6 -7
right_child=-2 -3 4 -5 7 6 -8 -9 -10
leaf_value=-0.011902174031105679 0.010238580680365253 -0.012997914065016294 -0.0088424816489889018 -0.019959209012770811 0.0030349271946131856 0.0066804948832201129 0.021013111670789248 0.020729331811998035 -0.010583040426101148
leaf_weight=0.001302004733717322 0.0010135309362900588 0.0014754272946001486 0.0010431611232717963 0.0011720746250612193 0.0011330478669246621 0.0012827715486025681 0.001277945321729217 0.0015903106300541115 0.0014830994461457192
leaf_count=136 184 461 154 1190 223 96 104 421 152
internal_value=0 -0.000948969 0.000779602 -0.00294005 0.00721639 0.000791416 0.00487843 0.0133676 -0.00257646
internal_weight=0 0.0117598 0.0102844 0.0065179 0.00376652 0.00534582 0.00404382 0.00272336 0.00276587
internal_count=3121 2937 2476 1678 798 488 352 644 248
is_linear=0
shrinkage=0.0574375


Tree=3154
num_leaves=9
num_cat=0
split_feature=4 156 42 42 43 2 2 16
split_gain=4.13631e-05 4.69681e-05 6.10402e-05 7.27271e-05 9.09336e-05 8.14179e-05 0.000112512 0.000119941
threshold=0.27287000000000006 0.084085000000000007 0.091735000000000025 -1.0000000180025095e-35 -0.084004999999999982 0.11144000000000001 0.093175000000000022 -0.088159999999999988
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=-0.0070913301899392421 0.0062035734716667443 -0.010242000085382513 -0.0096487343437900476 0.016503086994444992 0.010718966147704316 0.010097060308806987 -0.014853347297287944 -0.0096117224553296243
leaf_weight=0.0017755885065815274 0.0019847243637252923 0.0011401948100175979 0.0012925177232590334 0.0010312009130914483 0.0016460134004444172 0.0016243339571809373 0.0011462427483969403 0.0010585545686241475
leaf_count=766 352 407 517 255 225 112 135 352
internal_value=0 -0.00120189 -0.000125329 0.00136094 0.00366757 0.0012501 -0.00248169 0.00276163
internal_weight=0 0.0107146 0.00957445 0.00828193 0.00650635 0.00547514 0.00385081 0.00270457
internal_count=3121 2769 2362 1845 1079 824 712 577
is_linear=0
shrinkage=0.0471187


Tree=3155
num_leaves=10
num_cat=0
split_feature=376 16 4 157 160 15 2 42 150
split_gain=3.57816e-05 5.62147e-05 9.53732e-05 8.83095e-05 0.000119441 5.60909e-05 0.000103455 7.38161e-05 5.99992e-05
threshold=0.048375000000000008 0.41553500000000004 -0.27825499999999997 -0.06266999999999999 -1.0000000180025095e-35 -0.095869999999999983 0.10497000000000002 0.08623500000000002 0.081835000000000019
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 -6 8 -7
right_child=-2 -3 3 4 5 7 -8 -9 -10
leaf_value=-0.013900236732062254 0.0078820600016757201 0.0098489368278833686 0.012719654370399121 -0.017130652195827253 -0.014634047421193137 -0.0060886513584334162 0.0058733146782342831 0.012972981916623818 0.0084006117358061266
leaf_weight=0.0013999558413501133 0.0012356821057676924 0.0010604677053083393 0.0011222989088783509 0.0010787474379016131 0.0013391951741725285 0.0018371240026218566 0.0010584108146173164 0.0014110407419653695 0.0010968936920299544
leaf_count=144 166 215 387 549 214 704 129 495 118
internal_value=0 -0.000900263 -0.00200231 -0.000139929 -0.00198516 0.000437944 -0.00558118 0.0037593 -0.000671785
internal_weight=0 0.0114041 0.0103437 0.00894371 0.00782141 0.00674266 0.00239761 0.00434506 0.00293402
internal_count=3121 2955 2740 2596 2209 1660 343 1317 822
is_linear=0
shrinkage=0.0490223


Tree=3156
num_leaves=13
num_cat=0
split_feature=484 403 132 133 42 40 4 0 47 48 16 15
split_gain=0.000160661 0.000140762 0.000134462 0.000223282 0.000177287 0.000167983 0.00011624 0.000199675 0.000209211 0.000134914 0.000259551 3.35588e-05
threshold=-0.0068949999999999992 -1.0000000180025095e-35 0.079970000000000013 -0.038089999999999992 -0.088934999999999986 -0.012109999999999998 -0.27825499999999997 -0.062294999999999996 0.092530000000000015 0.085875000000000021 -0.029084999999999996 -0.094549999999999981
decision_type=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 -8
right_child=1 2 -4 4 5 6 7 -9 -10 -11 -12 -13
leaf_value=-0.00070221532032651614 -0.00061438063464181684 -0.00077174144180800961 0.00069671758488562899 -0.0005869784572660005 0.00082815408480512039 -0.00036805422185369729 0.0011342810188059024 0.00095155345334477703 -0.00069196128972107531 -0.00019681930128077091 -0.00016264310523807338 0.00064546379616689119
leaf_weight=0.0011440606523831142 0.0011106906758693658 0.0011469875955306104 0.001256070837919847 0.0011891666809756328 0.0013540233609612195 0.0015996983381767003 0.0010202024550693897 0.001120150931874799 0.001098584811480445 0.001827807188172853 0.0015058148806112084 0.0010564584547124696
leaf_count=503 703 361 191 121 217 156 55 117 105 93 298 201
internal_value=0 4.4634e-05 9.62716e-05 3.78918e-05 0.000116778 0.000195858 0.000103088 0.00020188 7.28645e-05 0.000228166 0.000444997 0.000885605
internal_weight=0 0.0152857 0.014175 0.0129189 0.0117719 0.0105827 0.00922872 0.00762902 0.00650887 0.00541028 0.00358248 0.00207666
internal_count=3121 2618 1915 1724 1363 1242 1025 869 752 647 554 256
is_linear=0
shrinkage=0.00192234


Tree=3157
num_leaves=11
num_cat=0
split_feature=41 484 160 52 4 4 1 0 0 12
split_gain=3.7234e-05 5.28267e-05 8.99539e-05 0.000158768 0.000143964 7.94126e-05 0.00010576 6.55725e-05 8.13585e-05 5.57421e-05
threshold=1.0000000180025095e-35 0.084040000000000017 -1.0000000180025095e-35 0.10744000000000002 -0.35136499999999998 -0.080744999999999997 0.094385000000000011 -0.20211999999999997 -0.10011499999999998 0.086700000000000013
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 9 -8 -9 -7
right_child=-2 -3 3 -5 5 6 7 8 -10 -11
leaf_value=-0.01349919198591213 -0.010119684363278356 0.011217356407772444 -0.020710385418186639 0.020917309605795308 0.015951838146503639 -0.018124467954313307 -0.0056546751762793692 0.019868343851169847 -0.00089329292201850642 -0.00082173309194448984
leaf_weight=0.0014000326917194836 0.0010276304906917952 0.0013254639416972287 0.0010086370052595503 0.0011271924531642621 0.0010069169774975309 0.0012212244793821533 0.0011340732641946794 0.0012800143705287339 0.0010448424067234872 0.0010600474544292869
leaf_count=594 173 356 140 172 475 226 69 146 262 508
internal_value=0 0.000844223 -0.000492861 0.00155705 -0.00125669 0.00165147 -0.000857029 0.00522867 0.0105376 -0.0100843
internal_weight=0 0.0116084 0.010283 0.00888295 0.00775576 0.00674712 0.0057402 0.00345893 0.00232486 0.00228127
internal_count=3121 2948 2592 1998 1826 1686 1211 477 408 734
is_linear=0
shrinkage=0.0552071


Tree=3158
num_leaves=10
num_cat=0
split_feature=15 15 131 49 4 15 48 47 2
split_gain=3.86357e-05 9.55221e-05 5.66625e-05 6.24771e-05 7.10517e-05 0.000106982 0.00013799 0.00017553 0.000102892
threshold=-0.24436499999999997 -0.11713499999999999 0.088495000000000004 0.0043850000000000009 -0.059649999999999988 1.0000000180025095e-35 0.086260000000000017 0.086785000000000015 0.096540000000000015
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=0.0087810789217818708 -0.015965415496139272 -0.014646501578664746 -0.010301165597952824 0.013515081371897993 0.02905845607643864 -0.0092639574857896131 -0.0051509654034280691 0.00087349719794798612 0.0027730035222754881
leaf_weight=0.0011713470481595099 0.0010044040380772735 0.001609405735056804 0.001125018411460837 0.0010531618583280522 0.0012531447229979062 0.0011182260845281297 0.0012051299068571849 0.0010618060621175457 0.0019517267287730037
leaf_count=253 231 848 372 452 326 154 198 69 218
internal_value=0 -0.000946758 0.000506831 0.00182097 0.000318941 0.00447904 0.00884478 0.0161308 -0.00509951
internal_weight=0 0.011382 0.0103776 0.0092526 0.00819944 0.00463831 0.00352008 0.00231495 0.00356113
internal_count=3121 2868 2637 2265 1813 747 593 395 1066
is_linear=0
shrinkage=0.0510028


Tree=3159
num_leaves=12
num_cat=0
split_feature=484 133 133 15 3 3 42 151 4 15 4
split_gain=0.00022779 0.00014822 0.000142497 0.000178141 0.000145111 9.07467e-05 0.000129648 0.000156128 0.000172208 0.00021697 0.000175196
threshold=-0.0068949999999999992 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 -0.077644999999999978 -0.13309499999999996 0.081660000000000024 -0.044604999999999992 0.24564500000000003 -0.016799999999999995 0.033845000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 7 -7 9 10 -9
right_child=1 -3 -4 4 -6 6 -8 8 -10 -11 -12
leaf_value=-0.00086887751455905432 0.00058067222423653837 -0.00063139143856705564 0.00066231385926113033 -4.438894970395809e-05 -0.0010041540183104252 -0.00042753935877814863 -0.00043316545602898883 0.00026848866502465974 0.0010499371576813041 0.0007464631850483582 -0.00078857789729498652
leaf_weight=0.0011105914522833169 0.0016282882536677997 0.00112624220531781 0.0015802419201604552 0.0015212620639144549 0.0010062983300227967 0.0012317861116019667 0.0015635608685188396 0.001364903362056974 0.0010684069862288452 0.0015126844143484755 0.0010796230493981722
leaf_count=503 183 371 418 565 200 118 278 183 130 93 79
internal_value=0 5.21077e-05 0.000108889 3.5869e-05 -0.0004265 0.000159547 7.18709e-05 0.000198066 0.000351403 0.000162806 -0.000198364
internal_weight=0 0.0146833 0.0135571 0.0119768 0.00252756 0.00944925 0.00782096 0.0062574 0.00502562 0.00395721 0.00244453
internal_count=3121 2618 2247 1829 765 1064 881 603 485 355 262
is_linear=0
shrinkage=0.00196078


Tree=3160
num_leaves=10
num_cat=0
split_feature=39 3 50 4 0 1 52 4 49
split_gain=3.40955e-05 8.23236e-05 9.00136e-05 9.82012e-05 0.000114513 8.44808e-05 9.64963e-05 7.86479e-05 7.10179e-05
threshold=0.091820000000000013 0.13524500000000003 0.088425000000000017 -0.27825499999999997 -0.062294999999999996 0.077565000000000009 -0.0064899999999999992 0.25615500000000008 -0.047584999999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 8 -8 -7
right_child=-2 -3 -4 4 -6 6 7 -9 -10
leaf_value=-0.01584669957112049 0.0080748936976071609 0.0098962513297954323 -0.017241358525132963 -0.016025661040357186 0.014934962863494253 0.0017277932628960307 0.014796028805418884 -0.0027202318382940445 -0.018008039979175529
leaf_weight=0.0010969339408682683 0.0013063158003832785 0.0016674019558995381 0.0010890756497316809 0.0010069912504879607 0.0013825952770763952 0.0010429003650403446 0.0016257111998461624 0.001298052246905837 0.0010111447073171218
leaf_count=180 205 170 506 1232 229 102 208 117 172
internal_value=0 -0.000983115 -0.00288194 -0.00103437 0.00117105 -0.00200866 0.00082692 0.0070194 -0.00798756
internal_weight=0 0.0112208 0.0095534 0.00846433 0.0073674 0.0059848 0.00497781 0.00292376 0.00205405
internal_count=3121 2916 2746 2240 2060 1831 599 325 274
is_linear=0
shrinkage=0.0530633


Tree=3161
num_leaves=9
num_cat=0
split_feature=4 156 42 42 43 16 48 4
split_gain=3.61961e-05 4.87625e-05 5.53e-05 7.07172e-05 9.00556e-05 6.78071e-05 8.30841e-05 4.16274e-05
threshold=0.27287000000000006 0.084085000000000007 0.091735000000000025 -1.0000000180025095e-35 -0.084004999999999982 0.22339500000000004 0.085130000000000025 -1.0000000180025095e-35
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=-0.0089980884744713992 0.0076053289367055722 -0.013474779198877372 -0.011881833266611025 0.021465672746620867 0.01959174088918092 -0.012532734964132113 -0.0050636359403086629 0.0039974276900589193
leaf_weight=0.0017582847867828556 0.0019414299343562058 0.0011200553213831189 0.0012637620832788568 0.0010141154817781741 0.0013154296374119285 0.0010142774131215448 0.0017972945537728813 0.0012312417102888923
leaf_count=766 352 407 517 255 399 101 203 121
internal_value=0 -0.00145324 -1.99587e-05 0.00182376 0.00480976 0.00165742 0.00497069 0.0120523
internal_weight=0 0.0105145 0.00939441 0.00813064 0.00637236 0.00535824 0.00434397 0.00254667
internal_count=3121 2769 2362 1845 1079 824 723 520
is_linear=0
shrinkage=0.0609531


Tree=3162
num_leaves=11
num_cat=0
split_feature=376 16 4 157 160 3 1 1 3 2
split_gain=3.47636e-05 5.19817e-05 6.90331e-05 7.7783e-05 0.00010789 4.7259e-05 9.40317e-05 0.000118441 8.5899e-05 8.44737e-05
threshold=0.048375000000000008 0.41553500000000004 -0.27825499999999997 -0.06266999999999999 -1.0000000180025095e-35 -0.082094999999999987 0.094465000000000007 0.11212500000000002 0.076840000000000006 0.083995000000000014
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 9 8 -8 -7 -6
right_child=-2 -3 3 4 5 6 7 -9 -10 -11
leaf_value=-0.014601899942634966 0.0093613135796624565 0.011397164653755329 0.01418237739466648 -0.019979559921426641 -0.0052589559240016565 -0.024607886839368438 0.017541972220536203 -0.0097550423310735386 -0.00086597029735475332 0.017061374909300143
leaf_weight=0.0013637103894354472 0.0012188071351668097 0.0010429250663215412 0.0010940071835057576 0.0010484026268171073 0.0010659966443102679 0.0010083125886881285 0.0011925353306891928 0.0010056862194904523 0.0010868499569558487 0.0012817703614301955
leaf_count=144 166 215 387 549 266 526 145 170 44 509
internal_value=0 -0.00105801 -0.00233814 -0.000434104 -0.00251362 0.000243636 -0.003411 0.00505359 -0.0122919 0.00692689
internal_weight=0 0.0111902 0.0101473 0.00878356 0.00768955 0.00664115 0.00429338 0.00219822 0.00209516 0.00234777
internal_count=3121 2955 2740 2596 2209 1660 885 315 570 775
is_linear=0
shrinkage=0.0585862


Tree=3163
num_leaves=10
num_cat=0
split_feature=41 3 3 13 39 4 16 2 51
split_gain=3.63118e-05 4.65721e-05 4.9599e-05 6.24765e-05 0.000120928 0.000170578 0.000108434 4.75542e-05 4.46884e-05
threshold=1.0000000180025095e-35 -0.12018999999999998 -0.078934999999999991 -0.094514999999999988 0.085220000000000004 -0.0086549999999999978 -0.070454999999999976 0.10584500000000001 0.082455000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 7 5 -5 8 -4 -7
right_child=-2 2 3 4 -6 6 -8 -9 -10
leaf_value=0.0091359808688086623 -0.0092627745468203647 -0.0080694945122614988 0.016766759755196165 -0.022717888218875201 0.013972051319725159 -0.015022732876259437 0.010458893813154546 0.0014409368227927468 -0.00025499181783745399
leaf_weight=0.0015110096649678445 0.0010164094909802393 0.0018247387732560584 0.0010102752017465055 0.0010846071472699862 0.0010790617347035056 0.001005166940630763 0.001569413468557566 0.0011001917802583583 0.0011348273632464209
leaf_count=221 173 1385 95 440 254 156 207 122 68
internal_value=0 0.00080089 -0.000483168 0.00125078 -0.00145387 -0.00492601 0.000276217 0.00877737 -0.00719148
internal_weight=0 0.0113193 0.00980828 0.00798354 0.00587308 0.00479401 0.00370941 0.00211047 0.00213999
internal_count=3121 2948 2727 1342 1125 871 431 217 224
is_linear=0
shrinkage=0.0510028


Tree=3164
num_leaves=9
num_cat=0
split_feature=4 12 15 52 16 1 12 4
split_gain=3.43073e-05 6.92103e-05 6.07228e-05 5.38329e-05 7.70339e-05 7.28999e-05 0.000112945 2.73254e-05
threshold=0.24564500000000003 0.10388500000000002 -0.15026499999999995 -0.28430999999999995 -0.094359999999999986 0.095285000000000022 0.088305000000000008 -0.059649999999999988
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -5 6 7 -6
right_child=2 -3 -4 4 5 -7 -8 -9
leaf_value=-0.012026702791633178 0.013913966117114342 -0.015727209570153219 -0.0034345555953973631 -0.0080110460010238069 -0.01317382634806911 0.014959503227885782 0.013496238792977506 -0.00083561917966659422
leaf_weight=0.001065419105439786 0.0014105702814768248 0.0010263907480580177 0.0012603065680794408 0.0019621817597504157 0.0011697642335918182 0.0017425612863193884 0.0014339020407487741 0.0011993230622679757
leaf_count=301 266 283 160 345 472 292 629 373
internal_value=0 -0.00163208 0.00572772 5.54149e-05 0.00176998 0.0052308 0.000773033 -0.00692775
internal_weight=0 0.00959954 0.00267088 0.00857315 0.00750773 0.00554555 0.00380299 0.00236909
internal_count=3121 2695 426 2412 2111 1766 1474 845
is_linear=0
shrinkage=0.0574375


Tree=3165
num_leaves=12
num_cat=0
split_feature=484 43 40 133 0 3 12 52 0 48 2
split_gain=0.000165388 0.000109803 0.000156365 0.000184841 0.00015036 0.000270652 0.000162197 9.99437e-05 0.000196829 0.000133491 8.23151e-05
threshold=-0.0068949999999999992 0.18116500000000002 -0.074429999999999982 -0.032969999999999992 -0.053834999999999994 -0.10831999999999999 0.10097500000000002 0.077655000000000016 -0.10096999999999999 0.086260000000000017 0.091895000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 6 -6 7 8 9 10 -5
right_child=1 -3 3 4 5 -7 -8 -9 -10 -11 -12
leaf_value=-0.00072467235009792037 0.00074519844752292147 -0.00052774483628190063 0.00074973909823675773 0.00065323923541133074 0.00020712198785436059 -0.0009358723925176265 0.00077781305840841962 0.00044554573908355764 -0.00082103974572651046 -0.00031342716776043398 -4.5122541455606045e-05
leaf_weight=0.0010300357637745275 0.0012249305934763323 0.0010561259973122994 0.0011718387905914522 0.0013862947009964984 0.0013833070852721672 0.0015721104498301521 0.0010749022461307789 0.001371887306787457 0.0011379849684414233 0.0019144470827373583 0.001056239679095905
leaf_count=503 225 193 412 66 139 209 138 506 541 94 95
internal_value=0 5.715e-05 0.000103616 3.84998e-05 -3.7984e-05 -0.000400885 9.70645e-05 -9.49637e-06 -0.000123103 5.91883e-05 0.000351242
internal_weight=0 0.0143501 0.0132939 0.012069 0.0108972 0.00295542 0.00794176 0.00686685 0.00549497 0.00435698 0.00244253
internal_count=3121 2618 2425 2200 1788 348 1440 1302 796 255 161
is_linear=0
shrinkage=0.00188464


Tree=3166
num_leaves=12
num_cat=0
split_feature=484 133 133 15 12 0 0 16 13 3 1
split_gain=0.00017028 0.000119981 0.00014921 0.000188688 0.000117526 9.31229e-05 0.00013778 0.000196754 0.000134381 0.000160736 0.0001439
threshold=-0.0068949999999999992 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 0.088305000000000008 -0.13027499999999997 -0.20211999999999997 -0.094359999999999986 0.24813000000000004 -0.13309499999999996 0.095285000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 7 -2 9 -7 -11
right_child=1 -3 -4 4 -6 8 -8 -9 -10 10 -12
leaf_value=-0.00076346773792955827 -0.00041262320389516771 -0.00057476318166426398 0.00066330032801178551 -0.00089974976625883582 -4.9222505437590386e-05 0.00049177600790306381 0.00080941517110809293 0.00070515603093243302 0.00059550509934061513 -0.00086716713133037492 -3.3539076106490459e-05
leaf_weight=0.0010261607230645725 0.0013273158843820632 0.0010589416415152939 0.0015242027222581176 0.0011495468476848548 0.0012566994297612476 0.0010074047845644897 0.0015892643687580085 0.0010362523488005593 0.0010456827239991515 0.0013404095728186474 0.0017831555263290947
leaf_count=503 70 371 418 388 377 141 147 40 47 374 245
internal_value=0 4.75659e-05 9.80263e-05 2.33373e-05 -0.000455549 0.000149557 0.000371737 7.74415e-05 -2.00975e-05 -0.000175926 -0.000391272
internal_weight=0 0.0141189 0.0130599 0.0115357 0.00240625 0.00912949 0.00395283 0.00236357 0.00517665 0.00413097 0.00312357
internal_count=3121 2618 2247 1829 765 1064 257 110 807 760 619
is_linear=0
shrinkage=0.00192234


Tree=3167
num_leaves=9
num_cat=0
split_feature=14 15 131 13 52 49 4 4
split_gain=3.5893e-05 6.86891e-05 4.90097e-05 6.09822e-05 8.41467e-05 0.000167435 0.000122191 3.10259e-05
threshold=-0.074569999999999984 -0.10653 0.088495000000000004 -0.095304999999999987 0.0031350000000000002 -0.081404999999999991 0.0052350000000000009 -0.077834999999999988
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 7 5 -5 -7 -3
right_child=1 2 -4 4 -6 6 -8 -9
leaf_value=-0.010084089710403542 0.011569875925298574 0.0022708886234289777 -0.012430811820411121 0.012814401764446896 0.0075942028389322808 -0.023612494594967334 -0.002393283930819941 0.015854170407563806
leaf_weight=0.0010310802835343446 0.0016337610856552469 0.0011217086104474278 0.0010450685716549947 0.0010893067782272569 0.0019342011601687316 0.001644629035390424 0.0018049854746240712 0.0010163538485919235
leaf_count=149 388 84 367 133 760 883 228 129
internal_value=0 0.000891582 -0.0009151 0.000482467 -0.00224098 -0.00643211 -0.0125097 0.00872787
internal_weight=0 0.01129 0.00965625 0.00861118 0.00647312 0.00453892 0.00344961 0.00213806
internal_count=3121 2972 2584 2217 2004 1244 1111 213
is_linear=0
shrinkage=0.0563112


Tree=3168
num_leaves=12
num_cat=0
split_feature=484 133 133 15 12 151 4 52 42 16 42
split_gain=0.000246149 0.000168505 0.00018956 0.000268598 0.000118066 0.00013944 0.000170916 0.000252016 0.000219443 0.000209819 0.000109796
threshold=-0.0068949999999999992 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 -0.040564999999999997 -0.044604999999999992 0.0061450000000000003 0.077655000000000016 1.0000000180025095e-35 -0.073404999999999984 0.081660000000000024
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 -5
right_child=1 -3 -4 10 5 6 8 -9 -10 -11 -12
leaf_value=-0.00088503401820865435 -0.00038071484380942716 -0.00065017747223685058 0.00075697491605965391 -0.00086068798520625822 -0.00022395127580515797 -0.00046291250198863366 0.0015784142019978906 0.0007117914718818857 -0.00010523137547406922 0.00049204216489838134 -3.4004905234613168e-05
leaf_weight=0.0011125230478008516 0.0011858859748228789 0.0011485723232474111 0.0016408091523124517 0.0014939191951472272 0.0016806238036427192 0.0016191613879805095 0.0012110842334554263 0.0012397828309039184 0.0010013630804889193 0.001569061901104615 0.00105311804566037
leaf_count=503 200 371 418 455 181 297 112 110 84 80 310
internal_value=0 7.12104e-05 0.000131713 4.66009e-05 0.000198101 0.000280591 0.000408285 4.64986e-05 0.000681808 0.000965286 -0.000518881
internal_weight=0 0.0148434 0.0136948 0.012054 0.00950696 0.00832108 0.00664045 0.00285894 0.00378151 0.00278015 0.00254704
internal_count=3121 2618 2247 1829 1064 864 683 407 276 192 765
is_linear=0
shrinkage=0.00196078


Tree=3169
num_leaves=10
num_cat=0
split_feature=41 484 160 52 4 42 15 52 13
split_gain=3.41066e-05 5.41757e-05 8.8307e-05 0.000136975 8.55079e-05 0.000100381 0.000113357 5.64216e-05 5.46499e-05
threshold=1.0000000180025095e-35 0.084040000000000017 -1.0000000180025095e-35 0.10744000000000002 -0.27825499999999997 -0.0060199999999999993 -0.095869999999999983 -0.080114999999999978 -0.0044799999999999987
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 -7 -8 -9
right_child=-2 -3 3 -5 5 6 7 8 -10
leaf_value=-0.014706054142788966 -0.010523251479230089 0.012441630879080488 -0.016950188905289907 0.021337233861881105 -0.013898517337189258 -0.0082162011923175293 0.0011489600651859275 0.0066562950112472969 0.025188855487378009
leaf_weight=0.0013628856782138413 0.0010140216147172124 0.001290404297749047 0.0010599172599870532 0.0011022907396107083 0.0012449956251231837 0.0016115998765407558 0.0013519670598422691 0.0010640932114749451 0.0012193016420558333
leaf_count=594 173 356 145 172 632 237 297 411 104
internal_value=0 0.000917126 -0.000567469 0.00165912 -0.00121315 0.00135618 0.0049758 0.010824 0.0165524
internal_weight=0 0.0113075 0.0100171 0.00865417 0.00755187 0.00649196 0.00524696 0.00363536 0.00228339
internal_count=3121 2948 2592 1998 1826 1681 1049 812 515
is_linear=0
shrinkage=0.0597579


Tree=3170
num_leaves=10
num_cat=0
split_feature=124 48 16 50 2 2 13 0 3
split_gain=3.51624e-05 5.04557e-05 0.000131921 8.71111e-05 8.58237e-05 0.000159448 6.40862e-05 6.75121e-05 0.000109658
threshold=-0.043384999999999993 0.11951500000000001 -0.49446999999999991 0.088425000000000017 0.10644500000000001 0.093175000000000022 -0.033284999999999988 -0.077809999999999976 0.013900000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4 8 -8
right_child=1 -3 3 -5 -6 -7 7 -9 -10
leaf_value=0.0086061145820225411 0.015650441504665782 -0.010912465177214763 -0.0070359974978271385 -0.014634504551945329 0.0087762482174788808 -0.019129519536609321 -0.011930100990946442 0.013350127028609144 0.010214758821933938
leaf_weight=0.0010030672803790679 0.0011397131629392746 0.0010320497183491624 0.0015882427981961807 0.0010615722031415342 0.0019537549294498793 0.0011256797621545652 0.0010175193111244176 0.0012820896374199542 0.0010490181369258167
leaf_count=259 187 97 765 506 395 326 415 111 60
internal_value=0 -0.000784941 0.000238011 -0.001697 1.62758e-05 -0.00280677 0.000915063 0.00468622 -0.000688902
internal_weight=0 0.0112496 0.0102176 0.00907788 0.0080163 0.00606255 0.00493687 0.00334863 0.00206654
internal_count=3121 2862 2765 2578 2072 1677 1351 586 475
is_linear=0
shrinkage=0.0480611


Tree=3171
num_leaves=12
num_cat=0
split_feature=484 15 15 160 0 2 3 4 47 13 3
split_gain=9.70942e-05 0.000129659 8.26763e-05 8.87604e-05 8.45215e-05 0.000132651 9.18861e-05 0.000106579 0.000155285 9.73274e-05 5.18905e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.11713499999999999 0.092865000000000017 -0.10607499999999999 0.09142500000000002 -0.12018999999999998 -0.083854999999999985 0.092165000000000011 -0.082574999999999982 0.013900000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -6 10 9 -9 -8
right_child=1 2 3 -5 6 -7 7 8 -10 -11 -12
leaf_value=-0.00055067868976316225 0.00067339782613041988 -0.00050572857536493429 0.00073995955728236359 -0.00046385844383728321 0.00041603331157777384 -3.150306856952873e-05 0.00047966545601316819 -0.00024295668337287024 0.00019477307917869444 -0.0010735545625107899 -0.00010438567777367523
leaf_weight=0.0011101720688029325 0.0010997385278231813 0.0011521471005651257 0.0016117157479154688 0.0011826581583379197 0.0013759070973974573 0.0016844715085650858 0.0011069747046501127 0.0010002578506661326 0.001187284761320624 0.0010888173772527665 0.0011421405880824853
leaf_count=515 232 185 96 130 149 173 298 393 97 764 89
internal_value=0 4.05179e-05 -1.50184e-05 3.46616e-05 9.24772e-05 0.000345714 -2.84719e-05 -0.000139159 -0.000360361 -0.000675861 0.000183074
internal_weight=0 0.0136321 0.0125324 0.0113802 0.0101976 0.00329619 0.00690138 0.00552548 0.00327636 0.00208908 0.00224912
internal_count=3121 2606 2374 2189 2059 269 1790 1641 1254 1157 387
is_linear=0
shrinkage=0.00192234


Tree=3172
num_leaves=13
num_cat=0
split_feature=484 133 457 133 15 42 12 156 12 3 15 4
split_gain=0.00022759 0.000131499 0.000140355 0.000113578 0.000271142 0.000153182 0.000137396 0.000166306 0.000234039 0.000173519 0.000116839 9.19388e-05
threshold=-0.0068949999999999992 0.10622000000000002 -0.0029299999999999994 0.083950000000000011 1.0000000180025095e-35 0.081660000000000024 -0.040564999999999997 0.083840000000000012 0.09334000000000002 -0.095524999999999985 -0.037864999999999989 0.033845000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -6 -4 8 9 -8 11 -11
right_child=1 -3 3 -5 5 -7 7 -9 -10 10 -12 -13
leaf_value=-0.0008704413202126265 -0.00058554408914809485 -0.00059315102035027419 -0.00039805706802076171 0.00066436402121470379 -0.00096615725925036406 5.0078756359040419e-05 0.0013989889126150865 -0.00032793276513627651 -0.00012337973579746607 0.00064087398715448178 0.0010449558030425031 -8.841743405652807e-05
leaf_weight=0.001095779689871723 0.001039085968638785 0.0011126936217968021 0.0011036031710842031 0.0015337561007876871 0.0012562696183859986 0.0010443191167388045 0.001046332258025885 0.0012096611361061818 0.0018799845146131094 0.0013266903251569241 0.001061911043931379 0.0013316932004405167
leaf_count=503 151 371 192 359 450 308 86 200 212 113 72 104
internal_value=0 5.53397e-05 0.000107502 0.000163788 9.56054e-05 -0.000504852 0.000249782 0.000340787 0.000462492 0.000693563 0.000495161 0.000275542
internal_weight=0 0.014946 0.0138333 0.0127942 0.0112605 0.00230059 0.00895988 0.00785627 0.00664661 0.00476663 0.00372029 0.00265838
internal_count=3121 2618 2247 2096 1737 758 979 787 587 375 289 217
is_linear=0
shrinkage=0.00196078


Tree=3173
num_leaves=12
num_cat=0
split_feature=484 15 11 133 0 0 12 16 0 4 12
split_gain=0.000182021 0.000132456 0.000121128 0.000118522 0.000204072 0.000139008 0.000181968 0.000160289 0.000238353 0.00020403 7.64955e-05
threshold=-0.0068949999999999992 -0.24436499999999997 0.079915000000000014 0.10622000000000002 -0.019414999999999998 -0.10096999999999999 0.088305000000000008 -0.014754999999999999 -0.11756999999999999 0.033845000000000007 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 7 -7 8 9 -3 -6
right_child=1 2 -4 -5 10 6 -8 -9 -10 -11 -12
leaf_value=-0.00075044582815831089 0.00065710052152476172 0.00020562337372586671 -0.00063088733978301152 -0.00055578894337548969 0.00092386625577352592 -0.00075655964160400979 0.00010765207271912368 0.00078675994978436123 0.00072142044855439021 -0.00075181627383817857 0.00026452581144367082
leaf_weight=0.0010952831168383947 0.0011602224889447248 0.0015638257796151134 0.0010201300498896291 0.0010681814826412799 0.0011832628226869724 0.0017462765268793667 0.0017155614134454779 0.0011295321061998154 0.001156688270594234 0.0015987697040216117 0.0013246868467584605
leaf_count=503 232 89 155 346 117 672 658 95 82 126 46
internal_value=0 4.60166e-05 -6.47457e-06 4.45379e-05 0.000100697 -3.29686e-05 -0.000328288 0.000154659 -1.06414e-05 -0.000278386 0.000575606
internal_weight=0 0.0146671 0.0135069 0.0124868 0.0114186 0.00891065 0.00346184 0.00544882 0.00431928 0.0031626 0.00250795
internal_count=3121 2618 2386 2231 1885 1722 1330 392 297 215 163
is_linear=0
shrinkage=0.00188464


Tree=3174
num_leaves=9
num_cat=0
split_feature=0 12 157 16 0 4 4 13
split_gain=3.39496e-05 8.86723e-05 6.38265e-05 0.000143371 8.56136e-05 9.30235e-05 7.03754e-05 5.78576e-05
threshold=-0.019414999999999998 0.082850000000000021 -0.077384999999999995 -0.056919999999999991 -0.11756999999999999 0.033845000000000007 0.053180000000000012 -0.0097949999999999982
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 -4 -6 -5
right_child=1 -3 3 7 6 -7 -8 -9
leaf_value=0.010623799810156358 0.015351558954889056 -0.0028462809618840859 0.0080690285183713378 -0.0035414574655356643 -4.2526630378166786e-05 -0.010914430879766778 0.01744726140847919 -0.018775443466504775
leaf_weight=0.0010344991031327527 0.0012518629461992601 0.0017207565496016525 0.0010912838496697497 0.0011282603259857443 0.0012136124457457079 0.0019414645969268104 0.0012786646504387529 0.0016784686882465299
leaf_count=321 195 170 97 620 930 223 245 320
internal_value=0 0.0048174 -0.00156372 -0.00307696 0.001787 -0.00408355 0.00893062 -0.0126516
internal_weight=0 0.00297262 0.00936625 0.00833175 0.00552503 0.00303275 0.00249228 0.00280673
internal_count=3121 365 2756 2435 1495 320 1175 940
is_linear=0
shrinkage=0.0520229


Tree=3175
num_leaves=10
num_cat=0
split_feature=15 156 15 42 43 0 12 49 48
split_gain=3.36289e-05 4.26319e-05 5.4485e-05 7.77987e-05 8.8032e-05 9.88119e-05 0.000166347 9.00681e-05 3.07175e-05
threshold=-0.24436499999999997 0.084085000000000007 -0.095869999999999983 -1.0000000180025095e-35 -0.084004999999999982 -0.084144999999999984 0.097825000000000009 -0.0055299999999999993 0.085485000000000019
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 8 -4 -5 7 -7 -6 -2
right_child=1 -3 3 4 5 6 -8 -9 -10
leaf_value=0.0097571141634908484 -0.0014674279899135887 -0.012191064444840256 -0.0098350275676234687 0.018273887260085882 2.1207565878494754e-05 -0.021463290492120164 0.010803260693322178 0.022461301336565771 -0.015729385860398046
leaf_weight=0.0011380703476329994 0.0011421096735637808 0.0011007926158071663 0.00148139675327086 0.0014564107246345321 0.001509393710428495 0.0013109506051234719 0.0010102485170637753 0.0011072893579705165 0.0010217267474668806
leaf_count=253 128 406 672 280 134 536 121 378 213
internal_value=0 -0.00102712 0.000196966 0.00250448 0.00536324 0.00155529 -0.00742002 0.00951708 -0.00820168
internal_weight=0 0.0111403 0.0100395 0.00787569 0.00639429 0.00493788 0.0023212 0.00261668 0.00216384
internal_count=3121 2868 2462 2121 1449 1169 657 512 341
is_linear=0
shrinkage=0.0597579


Tree=3176
num_leaves=13
num_cat=0
split_feature=484 403 457 42 43 12 16 4 160 4 4 1
split_gain=0.000174573 0.000151358 0.000156867 0.000131355 0.000272082 0.000143558 0.000160962 0.000139723 0.000127261 0.00014266 0.00020183 0.000145798
threshold=-0.0068949999999999992 -1.0000000180025095e-35 -0.0029299999999999994 -0.11466499999999999 -0.14968999999999996 0.092355000000000007 0.15273500000000004 0.09173000000000002 -0.080934999999999993 -0.0016099999999999997 0.053180000000000012 0.10871500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 8 -7 -6 -10 -11 -12
right_child=1 2 3 4 5 7 -8 -9 9 10 11 -13
leaf_value=-0.0007515979881630566 -0.00065940098660759617 -0.00062215804318610773 -0.00050802044189712878 0.00091919859317323208 -0.00017942309339529929 -0.00077247995549901765 -0.00039613244165836276 0.00016873501471456354 0.00089949979000305516 -0.00044716191553448715 0.0010758232545411955 5.6039890726775531e-05
leaf_weight=0.0010842617788932819 0.0010409637231949638 0.0010266503462913997 0.0010054564486204334 0.0017331705800763845 0.0013440858588061183 0.0012205130696782626 0.0012980905700047717 0.0011155560716096975 0.0019156149223939437 0.0010634484196633178 0.0010716382227142981 0.0010029418871729473
leaf_count=503 703 151 106 112 262 355 156 84 351 90 90 158
internal_value=0 4.74372e-05 0.000100766 0.000158884 0.000215878 9.43686e-05 0.000221066 -0.000323016 0.000346295 0.000486117 0.000233766 0.000582816
internal_weight=0 0.0148381 0.0137972 0.0127705 0.0117651 0.0100319 0.00769582 0.00233607 0.00639773 0.00505364 0.00313803 0.00207458
internal_count=3121 2618 1915 1764 1658 1546 1107 439 951 689 338 248
is_linear=0
shrinkage=0.00192234


Tree=3177
num_leaves=8
num_cat=0
split_feature=1 15 2 12 3 48 13
split_gain=3.77856e-05 7.43259e-05 6.18601e-05 0.000108507 0.000138256 0.000100603 8.45206e-05
threshold=0.12811000000000003 0.091475000000000015 0.088850000000000012 0.092355000000000007 -0.015584999999999998 0.016865000000000002 -0.0039049999999999992
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=-0.014461609368722624 0.0073353214628212376 -0.014763055684929711 0.020224471355870927 -0.010031968005574751 -0.0097590787196438107 0.010202083045370954 0.0023313828343432996
leaf_weight=0.0016241042607887232 0.0017515889996672336 0.0010710884963949204 0.0016349428778988416 0.0013168588070495164 0.0014227480296451194 0.0015405398409075732 0.0019112226005704076
leaf_count=973 259 486 395 384 159 148 317
internal_value=0 -0.00125046 0.000281025 0.00366642 0.00758941 0.000618234 -0.0053832
internal_weight=0 0.0105215 0.00945042 0.00591509 0.00459823 0.00296329 0.00353533
internal_count=3121 2862 2376 1086 702 307 1290
is_linear=0
shrinkage=0.0541246


Tree=3178
num_leaves=10
num_cat=0
split_feature=1 4 52 133 1 4 3 12 3
split_gain=3.41094e-05 5.75897e-05 6.36441e-05 9.52028e-05 6.87676e-05 5.42596e-05 4.46697e-05 9.74825e-05 6.92691e-05
threshold=0.104035 -0.0016099999999999997 -0.088204999999999992 0.084990000000000024 0.07863500000000001 0.053180000000000012 0.11296500000000002 0.091200000000000017 0.13524500000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -3 7 -2 -8
right_child=6 5 3 -5 -6 -7 8 -9 -10
leaf_value=-0.012099132635566917 0.020575971856336223 -0.020742480632210479 0.01970272733328517 -0.010365382078216395 0.00056989464989287231 -0.0021658062179345091 -0.013152970851485415 -0.001173380395630816 0.0083229557759626916
leaf_weight=0.0010406694074730984 0.0013159034957023986 0.0010251233432607564 0.0014125234301733394 0.001083233518522127 0.0012775882451809047 0.0012414245816185286 0.001121759780799314 0.0016696540829736484 0.0010276547252042745
leaf_count=397 277 295 615 496 317 310 44 203 167
internal_value=0 -0.00271348 0.000984486 0.00459288 0.0106162 -0.0105677 0.00368366 0.00841278 -0.00288513
internal_weight=0 0.00708056 0.00481401 0.00377335 0.00269011 0.00226655 0.00513497 0.00298556 0.00214941
internal_count=3121 2430 1825 1428 932 605 691 480 211
is_linear=0
shrinkage=0.0597579


Tree=3179
num_leaves=13
num_cat=0
split_feature=484 15 15 133 160 42 43 133 15 0 151 47
split_gain=0.000274729 0.000149846 0.000130167 0.000157881 0.000245554 0.000133535 0.000243362 0.00014746 0.000169265 0.000200442 0.000184046 0.000123533
threshold=-0.0068949999999999992 -0.24436499999999997 -0.11713499999999999 0.10622000000000002 0.092865000000000017 -0.11051499999999999 -0.20207499999999998 0.083950000000000011 1.0000000180025095e-35 -0.12333499999999999 -0.044604999999999992 0.092165000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -7 8 9 10 -8 -11
right_child=1 2 3 -5 -6 6 7 -9 -10 11 -12 -13
leaf_value=-0.000939108177651011 0.0007071263409225611 -0.00060602012009272827 -0.00046379805473522907 -0.00067386948852792158 -0.00072180832363842606 0.0011627382102401894 0.00010018042533945744 0.00074347442682859801 -0.00046124806897137699 -0.00037611107488372855 0.0012635960214770247 0.00039748378470693405
leaf_weight=0.0011509711891643732 0.0012415574658018224 0.0012554996186598917 0.0010149216453955228 0.0010500270822140527 0.0012008800216466763 0.0010766942993942806 0.0010016446011163749 0.0014558904016247712 0.0018012647142716118 0.0019901186309341 0.0010934918257708981 0.0013200298744443315
leaf_count=503 232 187 117 331 121 60 62 271 663 412 58 104
internal_value=0 5.37825e-05 -3.09949e-06 5.51065e-05 0.000119134 0.00021304 0.000283574 0.000174298 5.93116e-05 0.000232784 0.000707389 -6.76148e-05
internal_weight=0 0.015502 0.0142605 0.013005 0.0119549 0.0107541 0.00973913 0.00866244 0.00720655 0.00540528 0.00209514 0.00331015
internal_count=3121 2618 2386 2199 1868 1747 1630 1570 1299 636 120 516
is_linear=0
shrinkage=0.00196078


Tree=3180
num_leaves=10
num_cat=0
split_feature=11 0 13 0 1 49 2 3 12
split_gain=3.28758e-05 4.74913e-05 6.26091e-05 0.00017614 8.82542e-05 8.53184e-05 0.000114188 6.26909e-05 6.17589e-05
threshold=0.079915000000000014 -0.019414999999999998 -0.0034749999999999994 -0.099059999999999995 0.08844500000000001 -0.054984999999999992 0.11215000000000001 -0.074084999999999998 0.082850000000000021
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 -1 -4 -7 -6 -3
right_child=-2 8 3 -5 7 6 -8 -9 -10
leaf_value=-0.00740371250635493 -0.0096641689000176514 0.018114060635877359 -0.012934317020040862 -0.025937863535639819 0.022152830392679571 0.017094654962181998 -0.0085707174371966021 0.0023453850997863681 -0.00041084874615367054
leaf_weight=0.001343983044603311 0.0011459886808737616 0.0011831117056404661 0.0011315833055604782 0.0011605768739006853 0.0011016983261247365 0.0015365065291823021 0.0010367193346498133 0.0011836779695206441 0.0014068372127899861
leaf_count=1304 199 192 75 467 268 117 61 361 77
internal_value=0 0.000967631 -0.00119216 -0.00562309 0.00474779 0.000740757 0.00675441 0.0118938 0.00805149
internal_weight=0 0.0110847 0.00849475 0.00486539 0.00362936 0.00370481 0.00257323 0.00228538 0.00258995
internal_count=3121 2922 2653 720 1933 253 178 629 269
is_linear=0
shrinkage=0.0597579


Tree=3181
num_leaves=13
num_cat=0
split_feature=484 42 43 40 133 3 15 15 3 2 3 150
split_gain=0.000160207 0.000154837 0.000154731 0.000229262 0.000168277 0.000142745 0.000265126 0.000104177 0.000218464 0.000129557 0.000102581 0.000168358
threshold=-0.0068949999999999992 -0.11466499999999999 0.16180500000000003 -0.03549999999999999 0.091410000000000005 -0.10519499999999998 -0.015744999999999999 0.090455000000000021 -0.075944999999999985 0.085785000000000014 0.096675000000000011 0.081835000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5 8 -7 -10 -11 -12
right_child=1 2 -4 4 -6 7 -8 -9 9 10 11 -13
leaf_value=-0.00073531928830389086 -0.00068951737880616564 0.00091552997891768823 -0.00063555946330942008 0.0013329844497482037 -0.00065156492115095292 -0.00089958202523565981 4.692538910622588e-05 0.00058958689411672588 0.00060161563001002267 -0.00061125636170630468 -0.00024005226652145029 0.00074713180901448263
leaf_weight=0.0010746449827719303 0.0010155868036638939 0.0013860706522802928 0.0010069138468046463 0.0010080471669054892 0.0011179812906900411 0.0010464071535745429 0.0015858535848981802 0.0010390851820933885 0.0013646644608420128 0.0010898740358549867 0.0019754084201826227 0.0010006512127794798
leaf_count=503 151 261 186 89 426 715 160 219 98 117 127 69
internal_value=0 4.90547e-05 0.000104123 0.000163168 7.02906e-05 0.000150115 0.000546716 1.32423e-05 -7.92189e-05 7.88547e-05 -9.66015e-05 9.18722e-05
internal_weight=0 0.0146365 0.013621 0.012614 0.011228 0.01011 0.0025939 0.00751609 0.00647701 0.0054306 0.00406593 0.00297606
internal_count=3121 2618 2467 2281 2020 1594 249 1345 1126 411 313 196
is_linear=0
shrinkage=0.00196078


Tree=3182
num_leaves=11
num_cat=0
split_feature=484 42 133 457 133 43 49 4 43 2
split_gain=0.000257776 0.000137789 0.000156565 0.000164009 0.000124355 0.000253393 0.000140358 0.000134134 0.000169398 9.88001e-05
threshold=-0.0068949999999999992 -0.11466499999999999 0.10622000000000002 -0.0029299999999999994 0.083950000000000011 0.084740000000000024 -0.047584999999999995 0.24564500000000003 -0.074359999999999996 0.093680000000000013
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=-0.00090598281021573635 -0.00061782130084702075 -0.00054858893623563451 -0.0005905599714664593 0.00071734649203986209 0.00073856995566663546 -0.00071831596588812314 0.00044713146162529785 0.00056156422823512196 2.1967119807638767e-05 -0.00064829725369656326
leaf_weight=0.0010953025645554825 0.0010302814434539507 0.0010731102038749512 0.001083616154276019 0.0019719521438421664 0.0015779429708080708 0.0010873320774350799 0.0017849130980708131 0.0019764598696919928 0.0017501177036133406 0.0015172374258953705
leaf_count=503 151 150 356 189 330 242 256 188 539 217
internal_value=0 6.03653e-05 0.000110914 0.000170583 0.000236738 0.000158242 0.000264135 0.000136984 -2.91127e-05 -0.000289279
internal_weight=0 0.014853 0.0138227 0.0127391 0.011666 0.010088 0.00900068 0.00702873 0.00505227 0.00326736
internal_count=3121 2618 2467 2111 1961 1631 1389 1200 1012 756
is_linear=0
shrinkage=0.00192234


Tree=3183
num_leaves=10
num_cat=0
split_feature=13 1 4 159 52 15 1 1 4
split_gain=3.4222e-05 8.56121e-05 0.000110848 7.81948e-05 7.72205e-05 0.000125756 6.74074e-05 0.000103266 7.03456e-05
threshold=-0.47860499999999995 1.0000000180025095e-35 -0.083854999999999985 0.076905000000000015 -0.0064899999999999992 -0.053579999999999996 0.095695000000000016 0.10752500000000002 0.25615500000000008
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -3 -6 -8 -9
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leaf_weight=0.0010376055947465311 0.001470494234456233 0.0017389008486807553 0.0011952854158813677 0.0010370865295364915 0.0014618272429354003 0.0010933330056520055 0.001001594500852538 0.0010905399884179288 0.0011523072519585517
leaf_count=85 326 210 1272 270 353 215 150 77 163
internal_value=0 -0.000912355 -0.00955353 0.00177381 -0.000181503 -0.00738416 0.00415305 -0.00028189 0.0063
internal_weight=0 0.0112414 0.00266578 0.00857559 0.0075385 0.00283223 0.00470627 0.00324444 0.00224285
internal_count=3121 3036 1598 1438 1168 425 743 390 240
is_linear=0
shrinkage=0.0552071


Tree=3184
num_leaves=12
num_cat=0
split_feature=484 133 133 15 42 12 52 0 1 160 1
split_gain=0.000173844 0.000118775 0.000162541 0.000153827 0.00010462 8.37329e-05 0.000226486 0.000173074 0.000249899 0.00028338 0.000100269
threshold=-0.0068949999999999992 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 0.081660000000000024 0.09334000000000002 0.060015000000000006 -0.13027499999999997 0.11103500000000001 0.083670000000000008 0.095285000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 7 8 9 -2 -9
right_child=1 -3 -4 4 -6 -7 -8 10 -10 -11 -12
leaf_value=-0.00076326470729182313 0.0012649506584999539 -0.0005786793175828499 0.00067512280840455728 -0.0007622283585262201 4.6786904409033486e-05 -0.00022513263884061391 0.00087884183641917871 -0.00079016573428827245 -0.00041393964529335244 -8.398519285443231e-05 2.796748904405481e-05
leaf_weight=0.001067269530858536 0.0013146950795270909 0.0010578232676631506 0.0015522096353679524 0.0013911913951040926 0.0010265696303429859 0.0019727464464436061 0.0015287959147123262 0.0010902915318384884 0.0011694327696398464 0.0010235555357077965 0.0011245422547335572
leaf_count=503 83 371 418 455 310 292 148 242 69 54 176
internal_value=0 4.11022e-05 9.07928e-05 1.28838e-05 -0.000418724 0.000126015 0.000221545 4.59459e-05 0.000311598 0.000674462 -0.000374773
internal_weight=0 0.0142519 0.013194 0.0116418 0.00241776 0.00922406 0.00725131 0.00572252 0.00350768 0.00233825 0.00221483
internal_count=3121 2618 2247 1829 765 1064 772 624 206 137 418
is_linear=0
shrinkage=0.00192234


Tree=3185
num_leaves=12
num_cat=0
split_feature=484 133 133 15 42 3 0 1 1 16 43
split_gain=0.00019911 0.000152669 0.000199045 0.000278824 0.000122797 0.000112779 0.000110568 0.00021549 0.000155998 0.000223997 8.00205e-05
threshold=-0.0068949999999999992 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 0.084145000000000011 -0.13309499999999996 -0.13027499999999997 0.095285000000000022 0.11061500000000002 -0.094359999999999986 -0.076124999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 8 -8 9 -7 -9
right_child=1 -3 -4 4 -6 6 7 10 -10 -11 -12
leaf_value=-0.00077233083894040087 0.00059478913744319319 -0.0006089902563470096 0.00069944569202519988 -0.00082730273566204943 -4.9417055091313172e-06 -3.422551216206633e-05 -0.00065121399899381648 -0.00018477323909684272 -0.00020176001698082703 0.0010812616011304709 0.00047311723610225293
leaf_weight=0.0010806345840762418 0.0017075805901298072 0.001117490743360902 0.0016699759506942418 0.0016284976212887882 0.0010008957279640691 0.0011239458009014922 0.0016661598620464875 0.0010792413831824015 0.0013665137544348303 0.0013560602545030784 0.0015203138424120808
leaf_count=503 183 371 418 472 293 68 395 93 87 74 164
internal_value=0 4.84283e-05 0.000100461 2.01113e-05 -0.000514266 0.000163198 7.23507e-05 -0.000132488 0.000299512 0.00057572 0.000199985
internal_weight=0 0.0152367 0.0141192 0.0124492 0.00262939 0.00981982 0.00811223 0.00426572 0.00384652 0.00248001 0.00259956
internal_count=3121 2618 2247 1829 765 1064 881 652 229 142 257
is_linear=0
shrinkage=0.00184769


Tree=3186
num_leaves=12
num_cat=0
split_feature=484 15 133 133 15 15 43 0 47 48 3
split_gain=0.000242058 0.000154895 0.00011261 0.000190299 0.000168444 0.000176864 0.000113591 0.000124713 0.000298575 0.000251724 6.99516e-05
threshold=-0.0068949999999999992 -0.24436499999999997 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 -0.11713499999999999 -0.088004999999999986 -0.12333499999999999 0.092165000000000011 0.085325000000000012 -0.077644999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7 9 -9 -8 -6
right_child=1 2 -4 -5 10 6 7 8 -10 -11 -12
leaf_value=-0.00088148475466629233 0.00074504688332729138 -0.00063297023279696839 -0.00059368407895698844 0.00068142906232165185 -0.00019903063080487987 0.00064856646385647802 0.0010972748680968018 -0.00071906893219347671 0.00049962697613453689 -0.00014505543727782574 -0.00085645267856733031
leaf_weight=0.0010614106737865886 0.0011545242388430856 0.0010527944187126211 0.0010483728838935552 0.001597716699027492 0.0014496500571294722 0.0016775687877793859 0.0010723974104768002 0.0016947431135670406 0.0013226814390360931 0.0013761242151864028 0.0010181636589733491
leaf_count=503 232 138 355 370 565 135 74 381 101 67 200
internal_value=0 6.96112e-05 1.10241e-05 6.27259e-05 -2.99693e-05 0.0001026 0.000211006 7.67133e-05 -0.000184856 0.000399057 -0.000470268
internal_weight=0 0.0144647 0.0133102 0.0122618 0.0106641 0.00819631 0.00714351 0.00546595 0.00301742 0.00244852 0.00246781
internal_count=3121 2618 2386 2031 1661 896 758 623 482 141 765
is_linear=0
shrinkage=0.00192234


Tree=3187
num_leaves=8
num_cat=0
split_feature=4 47 4 2 3 43 16
split_gain=3.47389e-05 4.89573e-05 9.39496e-05 0.000111224 6.33864e-05 0.000174913 6.84444e-05
threshold=0.27287000000000006 0.11312500000000002 0.055260000000000011 0.10981000000000002 -0.08824499999999999 -0.072864999999999985 -0.088159999999999988
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=-0.012780117404841626 0.006769329605927004 0.0086102610937865091 -0.014526340835269077 0.012622527797552708 0.016876827085075152 0.0027120981307757739 -0.014711508420801349
leaf_weight=0.0016585330215125134 0.0019313763350891312 0.0013286144574758659 0.0016795426045008218 0.0016401737091495385 0.0012880604877108731 0.0011567630956082252 0.0016926044837893943
leaf_count=553 352 130 286 269 587 251 693
internal_value=0 -0.00129029 -0.0027333 -6.96927e-05 -0.00366141 -6.07526e-06 -0.00763801
internal_weight=0 0.0104443 0.00911568 0.00743613 0.00579596 0.00413743 0.00284937
internal_count=3121 2769 2639 2353 2084 1531 944
is_linear=0
shrinkage=0.0552071


Tree=3188
num_leaves=9
num_cat=0
split_feature=47 52 47 52 16 0 15 4
split_gain=3.41553e-05 8.43562e-05 9.06167e-05 4.92325e-05 8.23486e-05 8.39037e-05 8.08551e-05 0.000268725
threshold=0.13148500000000005 0.11434500000000002 0.10254000000000001 0.091275000000000009 0.071345000000000006 -0.077809999999999976 -0.095869999999999983 0.0052350000000000009
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=-0.013421073672011742 -0.011674531007717412 -0.014484136659786265 0.020994159893834255 0.014091904699131311 -0.014835485810911635 0.017051526569179024 -0.012882634337136061 0.024997928187626993
leaf_weight=0.0016672906023341505 0.0010077596233131403 0.0013487087280944889 0.0010960979566941578 0.0010792005311796998 0.0014999749272994077 0.0013346076235460427 0.0017849432573960918 0.0015005063620615576
leaf_count=273 65 476 160 209 441 379 944 174
internal_value=0 0.00100138 0.00309776 0.000885373 -0.000944845 0.00236905 -0.00158741 0.0044179
internal_weight=0 0.0113113 0.00996262 0.00886652 0.00778732 0.00628735 0.00495274 0.00328545
internal_count=3121 3056 2580 2420 2211 1770 1391 1118
is_linear=0
shrinkage=0.0659776


Tree=3189
num_leaves=10
num_cat=0
split_feature=52 2 160 12 52 15 0 1 1
split_gain=3.68373e-05 9.61692e-05 6.35453e-05 5.32404e-05 5.9055e-05 0.000115776 8.47743e-05 0.000114266 8.87648e-06
threshold=-0.081429999999999989 0.097070000000000004 0.050340000000000003 0.10193000000000001 0.096795000000000006 0.088345000000000021 -0.17169499999999996 0.094825000000000007 0.089370000000000019
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 5 6 -2 -8 -1
right_child=2 -3 -4 -5 -6 -7 7 -9 -10
leaf_value=0.0016835988351262391 0.0068596937362756386 0.018626429664063686 -0.013778811007716878 -0.010105883468917826 0.011140434756235378 0.015982232771344626 -0.02334000939191069 0.00014000666842515095 -0.0058012576177205568
leaf_weight=0.0010024831774239247 0.0012068664095693281 0.0011028757569109555 0.0012221678504749532 0.0013633854515544769 0.0017044377397823652 0.001003617778413169 0.0012673686834672 0.0013651434998775179 0.0010071926684723778
leaf_count=295 101 323 216 278 465 277 766 247 153
internal_value=0 0.00526495 -0.0018286 1.76318e-05 0.00212567 -0.00104697 -0.00549842 -0.011164 -0.0020676
internal_weight=0 0.00311255 0.00913299 0.00791082 0.00654743 0.004843 0.00383938 0.00263251 0.00200968
internal_count=3121 771 2350 2134 1856 1391 1114 1013 448
is_linear=0
shrinkage=0.0563112


Tree=3190
num_leaves=9
num_cat=0
split_feature=1 42 457 49 42 484 0 133
split_gain=3.18067e-05 8.05788e-05 5.73704e-05 0.000134487 4.45908e-05 9.0651e-05 4.63025e-05 8.70097e-05
threshold=0.12500000000000003 0.092620000000000022 0.088350000000000026 -0.00064499999999999985 0.08623500000000002 0.073690000000000019 -0.10151999999999999 0.039215000000000007
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=-0.016854638975703176 0.0078028613207326934 -0.017189089950270818 0.01347227431067026 0.0048902355989869899 0.015468804774579627 0.018088171786516033 -0.019516288958541551 0.0053672527159138355
leaf_weight=0.0018142242479686306 0.0018422675697286417 0.001198991439117292 0.0012581459832690387 0.0016082188947836831 0.0010315675162360987 0.001005223553025715 0.0014267606150663852 0.0010000454269543711
leaf_count=422 279 548 135 197 398 158 705 279
internal_value=0 -0.00142227 0.000645083 -0.00140138 0.00321597 0.000708229 -0.00362154 -0.00926221
internal_weight=0 0.0103432 0.00914419 0.00788604 0.00607182 0.00504025 0.00403502 0.00242681
internal_count=3121 2842 2294 2159 1737 1339 1181 984
is_linear=0
shrinkage=0.0646839


Tree=3191
num_leaves=9
num_cat=0
split_feature=49 42 43 43 16 12 4 15
split_gain=3.33097e-05 7.18045e-05 6.53969e-05 7.50049e-05 0.000174291 7.97754e-05 0.000135166 5.88953e-05
threshold=-0.043469999999999995 0.091545000000000015 0.12450000000000001 -0.16318499999999997 0.071345000000000006 0.084100000000000022 -1.0000000180025095e-35 -0.040804999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=7 2 3 -2 5 6 -5 -1
right_child=1 -3 -4 4 -6 -7 -8 -9
leaf_value=0.016945081898892787 0.013183487285714472 -0.018029833146790141 0.01734683588790855 0.025881479545905292 -0.031818090565658819 -0.013637120528391536 -0.004880729249298053 -0.0031654035188333671
leaf_weight=0.0014351073082285578 0.0013196808435063049 0.0012550696383381134 0.0010082779989344006 0.0011746871623974954 0.0010595326981877084 0.0014212969173387014 0.001917913350234569 0.0015394669626720269
leaf_count=226 146 614 179 258 328 926 245 199
internal_value=0 -0.00216166 0.000358867 -0.00212602 -0.00575101 0.000367627 0.00680393 0.00653706
internal_weight=0 0.00915646 0.00790139 0.00689311 0.00557343 0.0045139 0.0030926 0.00297457
internal_count=3121 2696 2082 1903 1757 1429 503 425
is_linear=0
shrinkage=0.0714163


Tree=3192
num_leaves=12
num_cat=0
split_feature=484 133 133 15 3 3 15 13 47 48 42
split_gain=0.000163621 0.000102169 0.000163527 0.000183347 9.42105e-05 0.000114749 0.000127692 0.000109038 0.000173571 0.000185049 7.81527e-05
threshold=-0.0068949999999999992 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 -0.13309499999999996 -0.077774999999999983 -0.016799999999999995 -0.053889999999999993 0.092710000000000015 0.085845000000000019 0.081660000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 -7 9 -9 -5
right_child=1 -3 -4 10 5 6 -8 8 -10 -11 -12
leaf_value=-0.0009128362750380907 0.00042982456923769223 -0.00070126298415073673 0.00054860348909929204 -0.00092886529351060955 -0.00070185714600922355 0.00033976750780979605 0.000527114841402068 0.00051291596487382327 -0.00089784220951741702 -0.00058703434048084334 -0.0002145873150921588
leaf_weight=0.0010739394641956059 0.0014960224593090999 0.0010663917625379276 0.0014575277782385857 0.0013987935494242766 0.0010751770590973859 0.0012743030662936078 0.0013444544291733975 0.0012416291660397941 0.0013113832071319637 0.0011170701637496332 0.0010172210070529229
leaf_count=503 183 371 418 455 268 227 95 138 68 85 310
internal_value=0 -0.000118265 -6.94412e-05 -0.000149329 -1.8766e-05 -0.000109898 -8.69376e-06 -0.000154388 -0.000325966 -8.01591e-06 -0.000628131
internal_weight=0 0.0138 0.0127336 0.0112761 0.00886004 0.00736402 0.00628884 0.00494439 0.00367008 0.0023587 0.00241601
internal_count=3121 2618 2247 1829 1064 881 613 518 291 223 765
is_linear=0
shrinkage=0.00196078


Tree=3193
num_leaves=9
num_cat=0
split_feature=15 49 42 15 4 1 3 1
split_gain=3.27788e-05 4.09882e-05 9.32356e-05 0.000105357 8.0069e-05 8.2471e-05 6.29811e-05 5.66969e-05
threshold=-0.24436499999999997 -0.043469999999999995 0.091545000000000015 -0.037864999999999989 -0.059649999999999988 0.080585000000000004 0.090900000000000009 0.098220000000000016
decision_type=2 2 2 2 2 2 2 2
left_child=-1 7 3 6 5 -5 -3 -2
right_child=1 2 -4 4 -6 -7 -8 -9
leaf_value=0.010322002185194863 -0.0025761756136082866 -0.0027266982203048092 -0.021210095005411527 0.0068909127415277549 0.017053150430809825 -0.015014051743246725 -0.024284422514541805 0.015424422666618302
leaf_weight=0.0011379687038072543 0.0016803204912443472 0.0012990838606275115 0.0010894660028169757 0.0019615288983848523 0.0015035654565925573 0.001135384319633663 0.0010061981161266775 0.001297377860125664
leaf_count=253 216 600 530 600 312 333 68 209
internal_value=0 -0.00121133 -0.00362395 -0.000849525 0.00480614 -0.00113984 -0.0121361 0.00526665
internal_weight=0 0.0109729 0.00799523 0.00690576 0.00460048 0.00309691 0.00230528 0.0029777
internal_count=3121 2868 2443 1913 1245 933 668 425
is_linear=0
shrinkage=0.0646839


Tree=3194
num_leaves=12
num_cat=0
split_feature=484 15 133 133 15 12 52 0 1 4 16
split_gain=0.000207183 0.000148812 0.000112835 0.000169577 0.000160442 0.000109198 0.000100448 0.000160953 0.00016229 0.000119327 6.76135e-05
threshold=-0.0068949999999999992 -0.24436499999999997 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 0.088305000000000008 0.077655000000000016 -0.10151999999999999 0.11103500000000001 0.0052350000000000009 0.15891500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -6 7 8 9 -3 -9
right_child=1 2 -4 -5 5 -7 -8 10 -10 -11 -12
leaf_value=-0.0008511324699014694 0.00071919166725247798 -1.8120509890579594e-05 -0.00063085871275356828 0.00065065344147910962 -0.00091182394198482703 -8.3797994506135983e-05 0.00048992838479016418 -0.00080883919016163557 -0.00037251192490979601 0.00080578381126471992 -0.00012770156485812661
leaf_weight=0.0010161623313717167 0.0011223038215962102 0.0011035850441867322 0.0010000244662983588 0.0014773425205996229 0.0011447948607929794 0.0012113052078285013 0.0017629365521272646 0.0010304909232444919 0.0012469019692170624 0.0015790726913712735 0.0011281078713988794
leaf_count=503 232 82 355 370 388 377 169 238 69 122 216
internal_value=0 4.82526e-05 -1.11107e-05 4.19306e-05 -4.61732e-05 -0.000486124 8.58553e-05 -3.11514e-05 0.000200508 0.000466848 -0.000452869
internal_weight=0 0.0138069 0.0126846 0.0116845 0.0102072 0.0023561 0.0078511 0.00608816 0.00392956 0.00268266 0.0021586
internal_count=3121 2618 2386 2031 1661 765 896 727 273 204 454
is_linear=0
shrinkage=0.00192234


Tree=3195
num_leaves=12
num_cat=0
split_feature=484 133 133 15 12 3 3 43 3 151 16
split_gain=0.000169589 0.000115436 0.000160183 0.000201646 9.08777e-05 9.04902e-05 0.00013457 0.000113562 0.000103568 8.07607e-05 0.00014619
threshold=-0.0068949999999999992 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 0.088305000000000008 -0.13309499999999996 -0.077774999999999983 -0.074359999999999996 0.076840000000000006 -0.0083949999999999979 -0.071854999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 -7 -8 -9 -10 -11
right_child=1 -3 -4 4 -6 6 7 8 9 10 -12
leaf_value=-0.00079081127003748498 0.00058553788713607295 -0.00058650410160419647 0.0007013319827038479 -0.00089735070678341185 -0.00012052347296821618 -0.00059711343496172801 0.00066599339897759438 -0.00052684394852219615 -0.00022136593323096221 0.00082500152463539156 -0.00010744612685623381
leaf_weight=0.0010000819481537438 0.0015261934126884202 0.0010273809449561832 0.0014876268237376889 0.001127610416811525 0.0011900148226924292 0.0010278743221191714 0.0013762384870684994 0.0010218034605448305 0.0013149401046069001 0.0013405091298100968 0.0012485274407154565
leaf_count=503 183 371 418 388 377 268 125 205 79 117 87
internal_value=0 4.56055e-05 9.68969e-05 1.64246e-05 -0.000498479 0.000151174 6.07331e-05 0.000168029 2.89007e-05 0.000174358 0.000375341
internal_weight=0 0.0136887 0.0126613 0.0111737 0.00231763 0.00885609 0.00732989 0.00630202 0.00492578 0.00390398 0.00258904
internal_count=3121 2618 2247 1829 765 1064 881 613 488 283 204
is_linear=0
shrinkage=0.00196078


Tree=3196
num_leaves=13
num_cat=0
split_feature=484 133 457 42 156 133 160 457 51 2 0 2
split_gain=0.000291949 0.000168 0.000146732 0.000154128 0.000117534 0.00013973 0.000198024 0.000198054 0.000146277 8.57755e-05 0.000238447 9.03986e-05
threshold=-0.0068949999999999992 0.10622000000000002 -0.0029299999999999994 -0.11466499999999999 0.091015000000000013 -0.0061299999999999992 -0.076214999999999991 0.10378500000000002 0.045645000000000005 0.11263500000000001 -0.10607499999999999 0.083995000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 -7 8 9 10 -8 -12
right_child=1 -3 3 4 -6 6 7 -9 -10 -11 11 -13
leaf_value=-0.00096282642753128594 -0.00057853524574020946 -0.00065589066969956578 -0.00054694264084612792 -0.00018442962889583738 -0.00038371613809120794 -0.00040661972082560216 0.0013036592264171231 -0.00026020841919750218 0.0012551462337250354 -7.0260080654766431e-07 -8.34853172096786e-05 0.0006033654694010171
leaf_weight=0.0011577741298652586 0.0010674674051842021 0.0011645360690779481 0.0010347328848089388 0.0018552678179102498 0.0010483542284991767 0.001014818811575089 0.0013670263619032542 0.0010904147887865756 0.0012191507075168494 0.0010467497441811443 0.0012627912838377104 0.0017683781508911686
leaf_count=503 151 371 135 703 221 281 90 45 132 125 183 181
internal_value=0 5.92405e-05 0.000119697 0.00017835 0.000242642 0.000304446 0.000407875 0.000514466 0.000641222 0.000503762 0.000623822 0.000317222
internal_weight=0 0.0149397 0.0137752 0.0127077 0.011673 0.0106246 0.00876933 0.00775451 0.0066641 0.00544495 0.0043982 0.00303117
internal_count=3121 2618 2247 2096 1961 1740 1037 756 711 579 454 364
is_linear=0
shrinkage=0.00196078


Tree=3197
num_leaves=12
num_cat=0
split_feature=484 15 1374 457 13 16 12 52 0 43 0
split_gain=0.000259789 0.000171721 0.000128149 0.00017147 0.000143397 0.00019748 0.000165329 0.000154881 0.00028644 0.000110478 9.43393e-05
threshold=-0.0068949999999999992 -0.24436499999999997 -0.08070999999999999 0.080930000000000016 -0.084034999999999985 -0.079109999999999986 0.051320000000000005 0.10160000000000001 -0.084269999999999984 -0.032879999999999993 -0.11437499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 7 10 9 8 -4 -7 -6
right_child=1 2 3 -5 5 6 -8 -9 -10 -11 -12
leaf_value=-0.00089714021093358 0.00074159587624965666 -0.00066050772859485595 5.1404419797055986e-06 0.00068780654444140603 -0.0010750753250485516 0.0007947918441723956 -0.00040438657976862863 -0.00038391189461405489 0.0011879381153538343 9.785432392200968e-06 -0.00028510493982209011
leaf_weight=0.001125313416470825 0.0012537715931362397 0.0010106481062904802 0.0019620168960911601 0.0013898038682955945 0.0010866292147424031 0.0011160285460124209 0.0019390042562189408 0.0010696095125280556 0.0012315184735149937 0.001630285640847991 0.0011497006176854471
leaf_count=503 232 58 311 179 86 90 763 130 112 128 529
internal_value=0 6.08832e-05 -1.93921e-06 5.09914e-05 -2.81382e-05 -0.000198961 2.53678e-05 0.00024921 0.000461261 0.000328791 -0.00066895
internal_weight=0 0.014839 0.0135852 0.0125746 0.0111848 0.00692165 0.00468532 0.00426314 0.00319354 0.00274631 0.00223633
internal_count=3121 2618 2386 2328 2149 1596 981 553 423 218 615
is_linear=0
shrinkage=0.00192234


Tree=3198
num_leaves=10
num_cat=0
split_feature=43 43 52 43 0 16 12 52 2
split_gain=3.24089e-05 8.35555e-05 6.52876e-05 0.000168951 0.000142094 0.000176463 0.000113891 0.000131499 0.000116605
threshold=-0.34140499999999996 -0.14968999999999996 -0.046924999999999988 -0.0037449999999999996 -0.15202999999999997 0.071345000000000006 0.095330000000000012 0.077655000000000016 0.10731
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=-0.011310967468504608 0.019294753059151574 -0.011199713161665299 -0.0253166980446346 0.010181037801425428 0.037414313168253742 -0.0017253096324378488 -0.018633290133705578 0.028351651709650226 -0.019964180465298458
leaf_weight=0.0011541923948142569 0.0011041378471244355 0.0013834169786675066 0.0015578794119815512 0.0016827377774307636 0.0010982661665986564 0.0011623252730835875 0.0010949117261104591 0.001028471973258502 0.0010045494482934098
leaf_count=133 132 65 1148 256 392 415 214 267 99
internal_value=0 0.00101554 -0.00100021 -0.00527691 0.00647409 0.0172899 0.00121274 0.00706071 -0.00108771
internal_weight=0 0.0111167 0.0100126 0.00636855 0.00364401 0.00226059 0.00481067 0.00371576 0.00268729
internal_count=3121 2988 2856 1984 872 807 836 622 355
is_linear=0
shrinkage=0.0700159


Tree=3199
num_leaves=9
num_cat=0
split_feature=4 16 4 15 48 49 0 16
split_gain=3.66065e-05 6.14808e-05 0.000113425 5.5813e-05 5.48712e-05 0.000112838 0.000114643 0.000105648
threshold=0.24564500000000003 -0.094359999999999986 1.0000000180025095e-35 -0.15026499999999995 0.091545000000000015 -0.006494999999999999 -0.083914999999999976 0.38525000000000004
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 5 -3 -7 -8
right_child=3 4 -4 -5 -6 6 7 -9
leaf_value=0.0039795504940918752 0.016345179130077672 -0.023086415448393488 -0.027510311943010537 -0.0035104958581073757 0.012002698722054223 0.019400706036041129 -0.014961694933065569 0.0095408361421637829
leaf_weight=0.0010421220019430366 0.0014122021234839804 0.0010118830607595327 0.0011162886999866309 0.0012641901748750451 0.0016249737326529106 0.0013131618017067719 0.0019402244233731243 0.0014479032231465528
leaf_count=172 266 319 221 160 267 560 903 253
internal_value=0 -0.00212261 -0.0123064 0.00696638 0.000872801 -0.00229283 0.00218268 -0.00449063
internal_weight=0 0.00949656 0.00215841 0.00267639 0.00733815 0.00571317 0.00470129 0.00338813
internal_count=3121 2695 393 426 2302 2035 1716 1156
is_linear=0
shrinkage=0.0686431


Tree=3200
num_leaves=10
num_cat=0
split_feature=14 15 147 52 13 2 1 43 2
split_gain=3.52177e-05 7.33337e-05 6.42704e-05 0.000100569 0.00017371 0.000112585 8.28109e-05 5.77904e-05 3.49082e-05
threshold=-0.074569999999999984 -0.10653 1.0000000180025095e-35 0.11434500000000002 -0.084034999999999985 0.10005000000000001 0.091095000000000023 -0.04890499999999999 0.090050000000000005
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=-0.010324329317884757 0.012122258374883997 0.001327163149758008 0.012560910424085771 -0.018985386109005232 0.0070539027218049768 0.026848464618316154 -0.0041765227422448795 -0.022366686017456481 -0.0059498619511850577
leaf_weight=0.0010172128005010673 0.0016231969933867699 0.0012746421586924675 0.0010156393402597401 0.0010933918751980546 0.0013559645018603305 0.0010319000488133168 0.0010429817867792651 0.0012874637176130063 0.0013682987833865037
leaf_count=149 388 481 164 382 596 92 186 236 447
internal_value=0 0.000842261 -0.00109112 -0.00273111 -0.000316806 0.0127449 -0.00627705 -0.0142257 0.000522583
internal_weight=0 0.0110935 0.00947028 0.00845464 0.00736125 0.00230654 0.00505471 0.00233045 0.00272426
internal_count=3121 2972 2584 2420 2038 573 1465 422 1043
is_linear=0
shrinkage=0.0574375


Tree=3201
num_leaves=8
num_cat=0
split_feature=39 3 457 151 160 4 16
split_gain=3.72462e-05 6.22966e-05 7.8271e-05 0.000131051 9.25862e-05 9.19286e-05 9.2273e-05
threshold=0.0046100000000000004 0.13524500000000003 0.080930000000000016 -0.00099499999999999979 -1.0000000180025095e-35 0.076415000000000025 -0.056919999999999991
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=-0.029478988628182722 0.0091828676762167449 0.010768868755802416 0.0095847982618209281 -0.019363126796738416 0.0052569420348733626 0.013887353476393059 -0.018949415583500346
leaf_weight=0.0010492244897075172 0.0017409586101040748 0.0016014390801166447 0.0016322192962407653 0.0013057657756290223 0.0015945925052850982 0.0017288490847907935 0.0013877857675630417
leaf_count=270 358 169 176 644 834 176 494
internal_value=0 -0.00167279 -0.00396338 -0.00709286 -0.00318924 0.00129352 -0.00600697
internal_weight=0 0.0102999 0.00869844 0.00706622 0.00601699 0.00471123 0.00298238
internal_count=3121 2763 2594 2418 2148 1504 1328
is_linear=0
shrinkage=0.0686431


Tree=3202
num_leaves=12
num_cat=0
split_feature=484 133 42 43 133 15 160 43 2 0 48
split_gain=0.000263064 0.000166312 0.000202692 0.000205787 0.000136976 0.000234658 0.000131722 0.000121877 0.000193493 9.61462e-05 5.68132e-05
threshold=-0.0068949999999999992 0.10622000000000002 -0.11466499999999999 -0.20207499999999998 0.083950000000000011 1.0000000180025095e-35 -0.080409999999999995 -0.074359999999999996 0.089885000000000007 -0.23051499999999997 0.016865000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 -8 -9 -10 -11
right_child=1 -3 3 4 -6 -7 7 8 9 10 -12
leaf_value=-0.00090060340321836943 -0.00072024248484231198 -0.00065043510101020865 0.00091125015397207202 -0.00030566880168669136 0.00064798856275139957 -0.00059204199446142669 0.00090732174520768158 -0.00031738374565703272 2.1685456578543609e-05 0.00039848985038172801 0.0010398449505147024
leaf_weight=0.0011774991289157681 0.0010204754817433595 0.0011639779041760718 0.0013522907479160745 0.0017740096911413672 0.0015370254551544038 0.0019452990512172407 0.0010548447778288249 0.0019279415196854278 0.0012095133843823603 0.001078677463823053 0.0010459118025071823
leaf_count=503 136 371 85 229 378 681 164 174 53 243 104
internal_value=0 6.16185e-05 0.000121049 0.000187469 0.000102898 1.94182e-05 0.000166432 0.000299015 0.000177072 0.00046299 0.000714222
internal_weight=0 0.01511 0.013946 0.0129255 0.0115732 0.0100362 0.0080909 0.00631689 0.00526204 0.0033341 0.00212459
internal_count=3121 2618 2247 2111 2026 1648 967 738 574 400 347
is_linear=0
shrinkage=0.00196078


Tree=3203
num_leaves=12
num_cat=0
split_feature=484 133 133 15 12 3 3 43 13 48 0
split_gain=0.000218119 0.000126005 0.000148261 0.000186785 0.000114115 9.85259e-05 0.000119212 0.000118341 8.70377e-05 0.000173238 6.25498e-05
threshold=-0.0068949999999999992 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 0.088305000000000008 -0.13309499999999996 -0.077774999999999983 -0.074359999999999996 -0.0051199999999999987 0.085875000000000021 -0.15350499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 -7 -8 -9 10 -10
right_child=1 -3 -4 4 -6 6 7 8 9 -11 -12
leaf_value=-0.00087817841501269952 0.0006142792130641062 -0.00060987320586882083 0.00069746768691643856 -0.00091235912225167293 -4.6063250903085264e-05 -0.00054237275317974508 0.00068641785137406536 -0.000409911449768885 0.0009116284145877187 -0.00029921146374160557 0.00022421298507999818
leaf_weight=0.001030711916830066 0.0015428349476545485 0.0010082275566749262 0.0014626776548866656 0.0011158708273780211 0.001227950231393342 0.0010500928119458516 0.0013469218351182316 0.0012773916686223837 0.0010067912711591021 0.0015924677080600344 0.0010291227899864286
leaf_count=503 183 371 418 388 377 268 125 251 55 84 98
internal_value=0 5.72344e-05 0.000110395 3.36534e-05 -0.000458498 0.000164059 6.89421e-05 0.000171608 3.02623e-05 0.000185228 0.000564151
internal_weight=0 0.0136603 0.0126521 0.0111894 0.00234382 0.00884562 0.00730279 0.0062527 0.00490577 0.00362838 0.00203591
internal_count=3121 2618 2247 1829 765 1064 881 613 488 237 153
is_linear=0
shrinkage=0.00196078


Tree=3204
num_leaves=13
num_cat=0
split_feature=484 133 133 15 12 47 43 0 3 151 52 1
split_gain=0.000162127 0.000131595 0.00014194 0.000214436 9.93657e-05 7.97966e-05 9.09166e-05 0.000165865 0.000144061 0.000120305 0.000148713 5.07659e-05
threshold=-0.0068949999999999992 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 0.088305000000000008 0.13148500000000005 -0.074359999999999996 -0.13027499999999997 -0.077774999999999983 -0.044604999999999992 -0.065544999999999978 0.095285000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 8 9 -2 -8 -11 -9
right_child=1 -3 -4 4 -6 -7 7 11 -10 10 -12 -13
leaf_value=-0.00076802178581635429 0.00014074973630203658 -0.00063427482404808443 0.00066877872397336517 -0.00091302137505764876 -0.00011646579760221564 -0.00032431158986576553 -0.00018331364757850262 -0.00063157412983052771 0.0011091310914959692 0.00016124518499373346 0.001174831375080215 -2.7939259373013076e-05
leaf_weight=0.0010187593505357915 0.0014065142866603892 0.0010237275202842752 0.0014737228401390896 0.0011523673590244463 0.0012608871299713967 0.0011358112921981958 0.0010410878174960669 0.0010853333860825001 0.0010181818417484166 0.001221149485489903 0.0010225381478159851 0.0010576324903329775
leaf_count=503 196 371 418 388 377 40 73 271 120 41 91 232
internal_value=0 4.23443e-05 9.61432e-05 2.21262e-05 -0.000496834 0.000161462 0.000231726 9.07101e-05 0.000547394 0.000367565 0.000623177 -0.000333658
internal_weight=0 0.013899 0.0128752 0.0114015 0.00241325 0.00898825 0.00785244 0.00542774 0.0024247 0.00328478 0.00224369 0.00214297
internal_count=3121 2618 2247 1829 765 1064 1024 708 316 205 132 503
is_linear=0
shrinkage=0.00196078


Tree=3205
num_leaves=10
num_cat=0
split_feature=47 42 51 457 151 4 0 1 43
split_gain=3.51135e-05 9.32519e-05 6.18476e-05 9.19979e-05 9.78434e-05 0.00012256 0.000184642 7.77082e-05 5.00413e-05
threshold=0.13148500000000005 0.097315000000000026 -0.076794999999999988 0.080930000000000016 -0.0056149999999999993 0.24564500000000003 -0.10224499999999999 0.07863500000000001 0.070450000000000013
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6 8 -8
right_child=-2 -3 3 -5 5 -7 7 -9 -10
leaf_value=-0.013725186195570819 -0.012400366769486634 0.020309416322645935 -0.021378557798280105 0.017298857670720827 -0.02790085454629878 0.020291484352590611 0.0025648117239499184 -0.0088082961233612207 0.023065740786699623
leaf_weight=0.0015356919061003055 0.0010045150322550165 0.0010656722433194368 0.0010403708070996455 0.001404110522792529 0.0011293628662346475 0.0012784317034464391 0.0012607605037253055 0.0014143508562047776 0.0010108063795806789
leaf_count=482 65 421 246 199 165 224 807 385 127
internal_value=0 0.000999598 -0.0010431 0.00123792 -0.00192316 0.00139844 -0.00361757 0.00382282 0.0116874
internal_weight=0 0.0111396 0.0100739 0.00853819 0.00713408 0.00609371 0.00481528 0.00368592 0.00227157
internal_count=3121 3056 2635 2153 1954 1708 1484 1319 934
is_linear=0
shrinkage=0.0686431


Tree=3206
num_leaves=12
num_cat=0
split_feature=484 133 133 15 12 3 3 43 151 13 4
split_gain=0.000199336 0.000144948 0.000151374 0.000152487 0.000116511 9.69043e-05 0.000121424 0.000124436 0.000101163 0.00016978 0.000239458
threshold=-0.0068949999999999992 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 0.088305000000000008 -0.13309499999999996 -0.077774999999999983 -0.074359999999999996 -0.044604999999999992 -1.0000000180025095e-35 0.0061450000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 -7 -8 -9 -10 -11
right_child=1 -3 -4 4 -6 6 7 8 9 10 -12
leaf_value=-0.00083486469384547743 0.0005907878460312912 -0.00064628461197651635 0.00069014578879255935 -0.00087466940158053945 -9.5239219462098329e-07 -0.00056596356538778049 0.00067134074926800786 -0.00051491019586563202 -0.00050989215565248153 -0.00029034423688052458 0.00086455204658501502
leaf_weight=0.0010486442002748076 0.0015633191990095741 0.0010580426488311428 0.0015186021481941618 0.0011114038837692665 0.0012431441022728853 0.0010449043894217233 0.0014020310097900635 0.0010997336163150774 0.0010689478285572122 0.0011462730758846377 0.0017349911312876248
leaf_count=503 183 371 418 388 377 268 125 87 226 99 76
internal_value=0 5.14804e-05 0.000108563 3.11896e-05 -0.000413368 0.00014672 5.41194e-05 0.000154543 1.10623e-05 0.000157492 0.000405092
internal_weight=0 0.0139914 0.0129334 0.0114147 0.00235455 0.0090602 0.00749688 0.00645198 0.00504995 0.00395021 0.00288126
internal_count=3121 2618 2247 1829 765 1064 881 613 488 401 175
is_linear=0
shrinkage=0.00196078


Tree=3207
num_leaves=10
num_cat=0
split_feature=1 0 15 15 3 2 43 48 2
split_gain=3.62886e-05 9.25102e-05 5.05422e-05 0.000122437 0.000110849 0.00011568 6.2661e-05 5.78436e-05 2.38701e-05
threshold=0.077565000000000009 -0.059114999999999994 1.0000000180025095e-35 -0.016799999999999995 0.097915000000000016 0.089885000000000007 -0.074359999999999996 0.094275000000000012 0.10327000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -2 -6 -3
right_child=2 8 -4 -5 7 -7 -8 -9 -10
leaf_value=-0.01991728402325138 0.010538949899450565 0.008439278333256214 -0.007348235341516904 0.025061576844776782 -0.0219652395417263 0.02227736670354551 -0.011048861533024118 -0.00029031336864449633 -0.0049139971369271344
leaf_weight=0.0012322547348433831 0.0010259641454102835 0.0011865087111122851 0.0018435802481187452 0.0010478874908985657 0.001017713252060265 0.0014121986754167103 0.0012455163492810315 0.0010431960303941001 0.0010609328687770925
leaf_count=1460 212 59 433 224 129 240 164 83 117
internal_value=0 -0.00567386 0.00215012 0.00472812 0.00101904 0.00773985 -0.00129825 -0.0109938 0.0021357
internal_weight=0 0.0034797 0.00863606 0.00679248 0.00574459 0.00368368 0.00227148 0.00206091 0.00224744
internal_count=3121 1636 1485 1052 828 616 376 212 176
is_linear=0
shrinkage=0.0646839


Tree=3208
num_leaves=9
num_cat=0
split_feature=1 42 151 48 2 2 0 16
split_gain=3.22027e-05 5.6711e-05 5.0599e-05 7.15007e-05 0.000126534 9.77075e-05 9.05205e-05 9.00368e-05
threshold=0.12500000000000003 0.091735000000000025 -0.081154999999999991 0.093265000000000015 0.11237500000000002 0.10097500000000002 -0.077999999999999986 -0.083539999999999989
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=-0.012379471023575495 0.0079877241663335093 -0.014802469631771223 0.0014693306225278195 0.017448255691932684 0.020959457097889721 -0.022675489293089261 0.01234856725112198 -0.022513562034848802
leaf_weight=0.0011906333772764279 0.0018239409612036675 0.0012322844380638206 0.001930150317184548 0.0011455278083065991 0.0010222953721661134 0.0010267938843837691 0.0016269699763866233 0.0010532448606589409
leaf_count=353 279 583 525 162 152 204 244 619
internal_value=0 -0.00152862 0.000289723 0.00222238 -0.000396701 -0.00426963 -0.000170381 -0.00699749
internal_weight=0 0.0102279 0.00899562 0.00780498 0.00665945 0.00563716 0.00461037 0.0029834
internal_count=3121 2842 2259 1906 1744 1592 1388 1144
is_linear=0
shrinkage=0.0659776


Tree=3209
num_leaves=11
num_cat=0
split_feature=42 43 3 4 133 48 16 16 2 2
split_gain=3.37046e-05 8.04855e-05 0.000198157 0.000112064 0.000102269 7.44532e-05 0.000122898 8.09901e-05 7.55296e-05 1.86605e-05
threshold=-0.095859999999999987 -0.052894999999999991 -0.077774999999999983 -0.083854999999999985 -0.0061299999999999992 0.086035000000000014 0.15891500000000003 -0.094359999999999986 0.10882500000000002 0.085730000000000015
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -3 6 8 -7 9 -6
right_child=1 4 -4 -5 5 7 -8 -9 -10 -11
leaf_value=-0.011752256000512185 0.011930137523757345 -0.022756545440037041 0.031671060078176994 -0.018666678186980222 0.013711876434137186 -0.023546892354527726 -0.014696300567047129 0.0028662175164851532 -0.0020338995494512692 0.02686739047841542
leaf_weight=0.0010631057084983476 0.0011993758833017446 0.0010582302098599084 0.0012408510771563662 0.0010647649629230852 0.0010130389133942964 0.0010637049104751479 0.0010469738839857618 0.0011260656265141278 0.0010980726598168195 0.0010191552210148916
leaf_count=241 187 685 444 641 237 76 150 121 158 181
internal_value=0 0.00105065 0.00962403 -0.00245873 -0.00299632 0.000287937 0.00566228 -0.00996424 0.0124716 0.0203094
internal_weight=0 0.0109302 0.00350499 0.00226414 0.00742524 0.00636701 0.00417724 0.00218977 0.00313027 0.00203219
internal_count=3121 2880 1272 828 1608 923 726 197 576 418
is_linear=0
shrinkage=0.0686431


Tree=3210
num_leaves=9
num_cat=0
split_feature=1 4 13 16 4 3 151 1
split_gain=3.23625e-05 0.000111152 8.32128e-05 8.00285e-05 7.89644e-05 6.27773e-05 7.37925e-05 6.90933e-05
threshold=0.08592000000000001 -0.15764999999999998 -0.094514999999999988 -0.014034999999999997 -0.04890499999999999 0.11296500000000002 -0.024429999999999997 0.10956
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -2 -3 -4 6 -6 -8
right_child=2 3 4 -5 5 -7 7 -9
leaf_value=0.005936519562007676 0.015335674467189531 -0.025691705943523716 -0.01529016809038679 -0.0026037187041440639 0.020179413742449148 -0.0086382203465415579 -0.0079175570850569359 0.010487849055434709
leaf_weight=0.001958276282656826 0.0014099357405406073 0.0010365415830742471 0.0010976593517958849 0.0011104948788759322 0.0010012757056727618 0.0013800728297286291 0.0014426548715392449 0.0014709936026475314
leaf_count=121 220 1082 414 583 194 75 204 228
internal_value=0 -0.00435937 0.00219516 -0.0137501 -0.00070305 0.00232088 0.00618413 0.00137465
internal_weight=0 0.00410531 0.00780259 0.00214704 0.00639266 0.005295 0.00391492 0.00291365
internal_count=3121 1786 1335 1665 1115 701 626 432
is_linear=0
shrinkage=0.0597579


Tree=3211
num_leaves=9
num_cat=0
split_feature=4 0 1 13 3 2 4 43
split_gain=3.48854e-05 8.16811e-05 5.32871e-05 6.64665e-05 6.51717e-05 8.96752e-05 4.86498e-05 4.19318e-05
threshold=-0.49405499999999997 1.0000000180025095e-35 0.077565000000000009 -0.094514999999999988 0.12178000000000001 0.098035000000000011 -0.0047449999999999992 -1.0000000180025095e-35
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=-0.01105496522665151 -0.011538523935068507 0.014853268744237719 0.013180185576312195 -0.014872468670335646 -0.015899464768327112 0.014564883612619133 -0.0069739648453800863 0.0080591810554615523
leaf_weight=0.0010197714298789797 0.0015807851292297019 0.0014234755406118413 0.0014134659635043128 0.0010952868445929728 0.001047374297308945 0.0014027790507358737 0.0014367654556057402 0.0014320098777970422
leaf_count=156 1551 186 231 453 53 238 149 104
internal_value=0 0.000973321 -0.00112668 0.000975975 -0.0017134 0.0010551 -0.00372566 0.000530148
internal_weight=0 0.0108319 0.00940847 0.00782768 0.00641422 0.00536684 0.00396406 0.00286878
internal_count=3121 2965 2779 1228 997 944 706 253
is_linear=0
shrinkage=0.0621721


Tree=3212
num_leaves=13
num_cat=0
split_feature=484 133 133 15 42 47 0 48 16 43 1 2
split_gain=0.000227512 0.000197151 0.000166888 0.000142037 0.000212388 0.000137527 0.0001017 0.000174707 0.000168479 9.10531e-05 7.90757e-05 6.0308e-05
threshold=-0.0068949999999999992 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 0.085465000000000013 0.13148500000000005 -0.13027499999999997 0.086260000000000017 0.042200000000000008 -0.074359999999999996 0.10089500000000001 0.092365000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 7 11 10 -10 -8 -2
right_child=1 -3 -4 4 -6 -7 8 -9 9 -11 -12 -13
leaf_value=-0.00082074204442815555 0.0011490368122627087 -0.00071243979852437026 0.00066436323795288847 -0.00079724066252527927 0.00031292690894538661 -0.00046693192410127057 -0.00067188415819791861 2.4674285875524494e-05 0.00076467907710118339 2.2039309287792459e-06 3.2104824453550368e-05 0.00050091045147477198
leaf_weight=0.0011743917404066139 0.0010059734118065006 0.0011407396361127657 0.0016544623916801048 0.0015772212237893752 0.0010002683981293892 0.0011936306400089905 0.0011941044756191015 0.0018851780216473379 0.001137174872715644 0.0010890314048993236 0.0010786488323174014 0.0010341550623783231
leaf_count=503 46 371 418 494 271 40 317 107 98 211 150 95
internal_value=0 4.06546e-05 0.000102683 2.64838e-05 -0.000366408 0.000131775 0.000216605 0.000438293 2.3184e-05 0.000391686 -0.000337771 0.000820497
internal_weight=0 0.0149906 0.0138498 0.0121954 0.00257749 0.0096179 0.00842427 0.00392531 0.00449896 0.00222621 0.00227275 0.00204013
internal_count=3121 2618 2247 1829 765 1064 1024 248 776 309 467 141
is_linear=0
shrinkage=0.00188464


Tree=3213
num_leaves=9
num_cat=0
split_feature=11 48 0 42 1 15 3 13
split_gain=3.96495e-05 4.70333e-05 0.00017365 5.86703e-05 8.81874e-05 7.04137e-05 7.66302e-05 0.000109738
threshold=0.081005000000000008 0.016865000000000002 -0.20211999999999997 0.086325000000000013 0.098420000000000021 -0.016799999999999995 0.10542000000000001 -0.0034749999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 -1 7 -7
right_child=-2 2 -4 4 -6 6 -8 -9
leaf_value=-0.0094746801468291487 -0.01281356764186505 -0.0082374724716046954 0.02254645142631316 -0.025833760703780986 0.0023813218966249024 0.01538830517415949 0.019680840531598739 -0.013309812145718594
leaf_weight=0.0017367208583437149 0.0010120916738838174 0.0015949181991254946 0.0017301403641711037 0.0010004388989157528 0.0010063449194994377 0.0011064600807064802 0.0013600171233981717 0.0013274161538926214
leaf_count=501 182 82 497 762 194 489 71 343
internal_value=0 0.0011132 0.00778044 -0.001828 -0.0116847 0.0017485 0.00688611 -0.000263413
internal_weight=0 0.0108625 0.00332506 0.0075374 0.00200678 0.00553061 0.00379389 0.00243388
internal_count=3121 2939 579 2360 956 1404 903 832
is_linear=0
shrinkage=0.0672971


Tree=3214
num_leaves=12
num_cat=0
split_feature=484 133 133 15 12 3 3 43 13 48 0
split_gain=0.000258741 0.000138138 0.000181283 0.000165795 0.000115765 9.16991e-05 0.000136389 9.11585e-05 0.000113676 0.000173454 6.13827e-05
threshold=-0.0068949999999999992 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 0.088305000000000008 -0.13309499999999996 -0.077774999999999983 -0.074359999999999996 -1.0000000180025095e-35 0.085875000000000021 -0.15350499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 -7 -8 -9 10 -10
right_child=1 -3 -4 4 -6 6 7 8 9 -11 -12
leaf_value=-0.00091673149571580331 0.00057877596785001607 -0.00060411849555769336 0.00074914042564319671 -0.0008697436142957361 -1.2084629573681072e-05 -0.00057584658460761967 0.00061415981175042998 -0.00043460374455630998 0.00092452328502701611 -0.00025595425836862209 0.00026182548394365775
leaf_weight=0.0010740959759671402 0.0015532536944433102 0.0010593279985593165 0.0014869907349479685 0.0011127619376164741 0.0012183368906696177 0.0010524751474311044 0.0013517328900424968 0.0013102865915210582 0.0010286707394797645 0.0015694589914003257 0.0010373830232643954
leaf_count=503 183 371 418 388 377 268 125 261 55 79 93
internal_value=0 6.28448e-05 0.000118384 3.48964e-05 -0.000421493 0.000154391 6.47066e-05 0.000171759 5.08468e-05 0.00022581 0.000591777
internal_weight=0 0.0137807 0.0127214 0.0112344 0.0023311 0.00890326 0.00735001 0.00629753 0.0049458 0.00363551 0.00206605
internal_count=3121 2618 2247 1829 765 1064 881 613 488 227 148
is_linear=0
shrinkage=0.00192234


Tree=3215
num_leaves=13
num_cat=0
split_feature=484 133 133 15 12 47 0 16 160 3 43 0
split_gain=0.00017493 0.000156299 0.000129945 0.000195255 0.00015259 0.00010155 9.86048e-05 0.000181833 0.00014781 0.00016799 8.90745e-05 7.71167e-05
threshold=-0.0068949999999999992 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 0.088305000000000008 0.13148500000000005 -0.10151999999999999 0.042200000000000008 0.083670000000000008 0.11924500000000002 -0.074359999999999996 -0.14226499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 8 -8 9 11 -9 -2
right_child=1 -3 -4 4 -6 -7 7 10 -10 -11 -12 -13
leaf_value=-0.00077508861174368268 0.001200932997666121 -0.0006663862412252861 0.00063069875957922955 -0.00097342343896356131 5.1539471732266565e-06 -0.0003891311796014673 -0.0005880384786417529 0.00073782332524162636 -0.00018731078383106626 -5.0664353370953616e-06 -7.2481624524200054e-05 0.00050260017941107797
leaf_weight=0.0010874525705281734 0.0014043895516052431 0.0011112392636809009 0.0015606030949003825 0.0011758557727150263 0.0012789819494720448 0.0011468572801701668 0.0013293816459320363 0.0010617944444523339 0.0011850217084847479 0.0011619470703891077 0.0010251466686437656 0.0010720862625524545
leaf_count=503 104 371 418 388 377 40 384 97 78 85 205 71
internal_value=0 4.02667e-05 9.88592e-05 2.87673e-05 -0.00046358 0.000157529 0.000233616 -2.12554e-05 0.000414134 0.000610023 0.000339786 0.000898619
internal_weight=0 0.0145133 0.0134021 0.0118415 0.00245484 0.00938662 0.00823977 0.00341632 0.00482344 0.00363842 0.00208694 0.00247648
internal_count=3121 2618 2247 1829 765 1064 1024 686 338 260 302 175
is_linear=0
shrinkage=0.00196078


Tree=3216
num_leaves=9
num_cat=0
split_feature=11 43 2 13 133 52 2 49
split_gain=3.23208e-05 4.16526e-05 9.18114e-05 5.6693e-05 5.40465e-05 7.57009e-05 0.000108953 5.23923e-05
threshold=0.081005000000000008 -0.052894999999999991 0.096540000000000015 -0.0034749999999999994 -0.0061299999999999992 -0.0064899999999999992 0.10613000000000002 -0.043469999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -3 7 -7 -6
right_child=-2 4 -4 -5 5 6 -8 -9
leaf_value=0.0099925883418455833 -0.013791165185018424 -0.019778922393325942 0.026799932562385682 -0.012548594234182453 0.0014364138206683929 0.023134740509899825 -0.0056072884297212649 -0.02241574013645882
leaf_weight=0.0016330654008386031 0.0010190642207350007 0.0010152848888025498 0.001156164886346134 0.0012932871387924651 0.001173537004093228 0.0016199763767619552 0.0018021209526068061 0.0012097072213385629
leaf_count=779 182 729 378 225 91 377 171 189
internal_value=0 0.0011864 0.00761167 3.06234e-05 -0.00265948 0.000334506 0.00799881 -0.0106707
internal_weight=0 0.0109031 0.00408252 0.00292635 0.00682063 0.00580534 0.0034221 0.00238324
internal_count=3121 2939 1382 1004 1557 828 548 280
is_linear=0
shrinkage=0.0804263


Tree=3217
num_leaves=13
num_cat=0
split_feature=484 15 133 133 15 15 42 160 0 52 47 2
split_gain=0.000235901 0.00012865 0.000114208 0.000152199 0.000143214 0.000174485 0.000139039 0.000135687 0.000221376 0.000245722 0.00011275 1.50581e-05
threshold=-0.0068949999999999992 -0.24436499999999997 0.10622000000000002 0.083950000000000011 -0.11713499999999999 1.0000000180025095e-35 0.081660000000000024 0.086325000000000013 -0.10607499999999999 0.08257500000000001 0.092165000000000011 0.090310000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 7 -7 8 11 10 -10 -6
right_child=1 2 -4 -5 5 6 -8 -9 9 -11 -12 -13
leaf_value=-0.00090572362522757532 0.00069339433934438805 -0.00072086637749798287 -0.00062011448392228837 0.00064823241033579724 0.0010203672925343664 -0.00081590731079048942 0.00014343498756408155 -0.00039895444168637712 -0.00078284651361447389 0.0006508788930809496 9.8354292123762016e-05 0.00068220040703086398
leaf_weight=0.0010512209211719714 0.0011244542780101301 0.0010297651222191196 0.001043233179278122 0.0014651558674875559 0.001017584098901458 0.0013703171340779573 0.0010081504924945271 0.0011856632557617486 0.0011801588227109664 0.0015430817259393641 0.0010593491845626085 0.0010074849404397845
leaf_count=503 232 138 355 370 37 455 310 81 348 119 72 101
internal_value=0 5.72889e-05 1.8842e-06 5.65657e-05 -2.67761e-05 4.94901e-05 -0.000409275 0.000205519 0.000328925 4.88204e-05 -0.000366014 0.000852127
internal_weight=0 0.0140344 0.0129099 0.0118667 0.0104016 0.00937179 0.00237847 0.00699332 0.00580766 0.00378259 0.00223951 0.00202507
internal_count=3121 2618 2386 2031 1661 1523 765 758 677 539 420 138
is_linear=0
shrinkage=0.00196078


Tree=3218
num_leaves=12
num_cat=0
split_feature=484 15 15 133 160 156 42 133 15 1 1
split_gain=0.000217562 0.000134998 0.000108586 0.000125979 0.000138675 0.000139873 0.00014933 0.000142379 0.000178324 0.000145994 0.000148275
threshold=-0.0068949999999999992 -0.24436499999999997 -0.11713499999999999 0.10622000000000002 0.092865000000000017 0.08426500000000002 -0.088934999999999986 0.083950000000000011 1.0000000180025095e-35 0.086560000000000012 0.10089500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4 8 9 -8 -11
right_child=1 2 3 -5 -6 -7 7 -9 -10 10 -12
leaf_value=-0.00085484602177505933 0.00069948719124680327 -0.00056314673218217941 -0.00033814891858428858 -0.00060928529432798429 -0.00054521018222307297 -0.00045367434014114349 0.00093707511953051807 0.0010071447392992468 -0.00026055480475515409 -0.00036571683594722071 0.00055660020265494933
leaf_weight=0.0010945412512855671 0.0011398927245063343 0.0012119439158207882 0.0013116981014093948 0.0010123338978548944 0.0011053074760660779 0.0011568970335720666 0.0016400896324762944 0.0011705231266149058 0.0017916789064638984 0.0010888966892320488 0.0017425786281544432
leaf_count=503 232 187 221 331 121 313 149 187 582 108 187
internal_value=0 5.20214e-05 -3.75579e-06 5.26461e-05 0.000113521 0.000187049 0.000271808 0.000379435 0.000262124 0.000471553 0.000201906
internal_weight=0 0.0143718 0.0132319 0.01202 0.0110077 0.00990236 0.00874547 0.00743377 0.00626324 0.00447156 0.00283148
internal_count=3121 2618 2386 2199 1868 1747 1434 1213 1026 444 295
is_linear=0
shrinkage=0.00196078


Tree=3219
num_leaves=12
num_cat=0
split_feature=484 133 133 15 12 12 151 12 2 16 15
split_gain=0.000189145 0.000138995 0.000139606 0.000173958 0.000103323 9.90153e-05 0.000113855 0.000154388 0.000202214 0.000137223 0.000126883
threshold=-0.0068949999999999992 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 0.088305000000000008 -0.040564999999999997 -0.044604999999999992 0.09334000000000002 0.090545000000000014 -0.071854999999999988 -0.037864999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 -7 8 10 -10 -8
right_child=1 -3 -4 4 -6 6 7 -9 9 -11 -12
leaf_value=-0.00078361690131572149 -0.00038710379655457281 -0.00062394092356741365 0.00065886358741410475 -0.00084239817224362513 -4.2758820644680316e-05 -0.00022224893135617849 -0.00036026935795488506 -0.00015969043809052518 0.0013573523521677277 0.00043992057409229638 0.00053626604034648069
leaf_weight=0.0010847900776083845 0.0011059614675589377 0.0010488996092250071 0.0014823113978630542 0.0011567482354840058 0.0012342900616787165 0.0016627634467648285 0.0010964224050399713 0.0016755117291148928 0.0012347713260534507 0.0011765274981509755 0.001246590579439984
leaf_count=503 200 371 418 388 377 181 134 251 104 110 84
internal_value=0 4.9348e-05 0.000103373 3.23259e-05 -0.000429612 0.0001524 0.000226131 0.000342083 0.000518917 0.000909717 0.000116729
internal_weight=0 0.0141208 0.0130719 0.0115896 0.00239104 0.00919855 0.00809259 0.00642982 0.00475431 0.0024113 0.00234301
internal_count=3121 2618 2247 1829 765 1064 864 683 432 214 218
is_linear=0
shrinkage=0.00192234


Tree=3220
num_leaves=8
num_cat=0
split_feature=4 47 4 2 2 13 0
split_gain=3.3757e-05 3.60455e-05 8.32871e-05 8.92797e-05 7.61247e-05 5.75388e-05 2.39128e-05
threshold=0.27287000000000006 0.11312500000000002 0.055260000000000011 0.10981000000000002 0.092875000000000013 -0.033284999999999988 -0.10224499999999999
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=-0.010336467230839834 0.0090929134082457248 0.0097780163698673508 -0.0187336389521673 0.015487900319290893 -0.017301902636523571 0.00094442596823998898 0.015624477327979868
leaf_weight=0.0014627060870724159 0.0018654641171677597 0.0012992832505113348 0.0016149530491860438 0.001589031798212839 0.0017542745311424782 0.0012248808930973576 0.0012254812106469973
leaf_count=946 352 130 286 269 440 107 591
internal_value=0 -0.00178022 -0.00347303 -7.66804e-05 -0.00444074 0.00132507 0.00828625
internal_weight=0 0.0101706 0.00887133 0.00725637 0.00566734 0.00391307 0.00245036
internal_count=3121 2769 2639 2353 2084 1644 698
is_linear=0
shrinkage=0.0743015


Tree=3221
num_leaves=9
num_cat=0
split_feature=47 50 4 43 0 0 48 0
split_gain=3.14001e-05 7.54459e-05 9.90659e-05 4.67132e-05 8.59897e-05 0.000101114 8.7648e-05 6.45061e-05
threshold=0.13148500000000005 0.088425000000000017 0.24564500000000003 -0.074359999999999996 -0.10096999999999999 0.10455500000000001 0.086035000000000014 -0.077999999999999986
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 7 6 -6 -5 -1
right_child=-2 -3 -4 4 5 -7 -8 -9
leaf_value=-0.0073644113221030599 -0.012406437289968106 -0.016320888680655038 0.017588351338806821 0.013096400182133948 -0.032002669781628655 0.00015933208325862687 -0.012808710994491936 0.015540145719274773
leaf_weight=0.0010412105535319402 0.0010054690151604139 0.0011847852211475532 0.0020036701854578374 0.0018216716586561808 0.0010507482411699614 0.0010244071337985575 0.001118633563811311 0.0017474883362153877
leaf_count=544 65 532 386 168 947 99 88 292
internal_value=0 0.00104237 0.00313985 -0.000569712 -0.00477213 -0.0161258 0.00324085 0.00698832
internal_weight=0 0.0109926 0.00980783 0.00780416 0.00501546 0.00207516 0.00294031 0.0027887
internal_count=3121 3056 2524 2138 1302 1046 256 836
is_linear=0
shrinkage=0.0728446


Tree=3222
num_leaves=12
num_cat=0
split_feature=484 133 133 15 42 12 52 0 1 160 1
split_gain=0.000273844 0.000151131 0.000175644 0.000128357 0.000103429 9.93849e-05 0.000203166 0.000161368 0.000252528 0.000230183 0.000131875
threshold=-0.0068949999999999992 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 0.081660000000000024 0.09334000000000002 0.060015000000000006 -0.13027499999999997 0.11103500000000001 0.083670000000000008 0.095285000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 7 8 9 -2 -9
right_child=1 -3 -4 4 -6 -7 -8 10 -10 -11 -12
leaf_value=-0.00092615894881044509 0.00123953253356162 -0.00063080727751307518 0.00071469675033217803 -0.00070537959140050865 9.3644551194456424e-05 -0.00024844676694118188 0.00083639300773899938 -0.00078309361790508951 -0.00042144844360314689 2.0333698444379613e-05 0.00013113670037860888
leaf_weight=0.0011256104047573821 0.0012812202269323327 0.0010879065792780288 0.0015867472598349074 0.0013824401421930173 0.0010559284599668522 0.0019643882519398094 0.0016333818557121016 0.0011553329132700839 0.001106474023948617 0.0010341320756112257 0.0011771029479288103
leaf_count=503 83 371 418 455 310 292 148 242 69 54 176
internal_value=0 5.82142e-05 0.000114249 3.34414e-05 -0.000359365 0.000135858 0.000238046 6.82012e-05 0.00033398 0.000694988 -0.000321712
internal_weight=0 0.0144651 0.0133771 0.0117904 0.00243837 0.00935203 0.00738764 0.00575426 0.00342183 0.00231535 0.00233244
internal_count=3121 2618 2247 1829 765 1064 772 624 206 137 418
is_linear=0
shrinkage=0.00192234


Tree=3223
num_leaves=9
num_cat=0
split_feature=4 0 1 13 4 3 2 1
split_gain=3.31945e-05 7.53086e-05 4.99088e-05 6.02186e-05 6.30264e-05 5.39305e-05 5.64163e-05 5.72523e-05
threshold=-0.49405499999999997 1.0000000180025095e-35 0.077565000000000009 -0.094514999999999988 -0.0092149999999999992 0.11296500000000002 0.089885000000000007 0.11588000000000001
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=-0.013165293221085792 -0.013452198523197933 0.017261635461297178 0.015201623500935861 -0.01565748798410433 -0.011827461369021705 -0.010653673724923386 0.019397464365108467 0.012124374776550784
leaf_weight=0.0010201292496468594 0.0016161454418234704 0.0014431530196733358 0.0014364613228841708 0.001485078303682762 0.0011831460229337143 0.0013753929014002075 0.0013292087785941259 0.0011118898340572794
leaf_count=156 1551 186 231 497 175 70 181 74
internal_value=0 0.00112673 -0.00131474 0.00116165 -0.00194842 0.00212368 0.00697266 -0.000223371
internal_weight=0 0.0109805 0.00953732 0.00792118 0.00648472 0.00499964 0.00362424 0.00229504
internal_count=3121 2965 2779 1228 997 500 430 249
is_linear=0
shrinkage=0.0757875


Tree=3224
num_leaves=9
num_cat=0
split_feature=11 48 0 1 42 4 16 52
split_gain=3.67366e-05 3.97825e-05 0.000147386 5.4158e-05 0.000103542 8.89127e-05 8.06121e-05 6.42487e-05
threshold=0.081005000000000008 0.016865000000000002 -0.20211999999999997 0.12873500000000002 0.086325000000000013 -0.076779999999999987 -0.014034999999999997 0.024145000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 7 -7 -1
right_child=-2 2 -4 -5 -6 6 -8 -9
leaf_value=0.022151001125567348 -0.012703494052696015 -0.0077937583190653857 0.021642073530867681 0.013298181636107163 -0.018868204372370117 -0.017981545105512049 0.0070530044971954349 -0.0015654755661394029
leaf_weight=0.001229982322484135 0.001031515614603907 0.0016063984125980202 0.0017339372705486716 0.0010232370683524771 0.0017043928883253932 0.0015259483810909236 0.0010745688167861697 0.0010279404150889022
leaf_count=255 182 82 497 172 900 414 303 316
internal_value=0 0.00111936 0.00748611 -0.00168407 -0.00402001 0.00118889 -0.00763693 0.0113539
internal_weight=0 0.0109264 0.00334034 0.00758607 0.00656283 0.00485844 0.00260052 0.00225792
internal_count=3121 2939 579 2360 2188 1288 717 571
is_linear=0
shrinkage=0.0700159


Tree=3225
num_leaves=10
num_cat=0
split_feature=52 52 51 42 12 160 16 50 0
split_gain=3.12572e-05 8.73046e-05 4.79404e-05 7.06805e-05 0.000101327 8.8904e-05 9.61362e-05 7.19949e-05 7.70381e-05
threshold=-0.28430999999999995 -0.090859999999999982 -0.070629999999999984 -0.0060199999999999993 0.098810000000000023 0.086870000000000017 -0.36241499999999999 0.07826000000000001 -0.10151999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 -5 8 -8
right_child=1 2 3 4 -6 -7 7 -9 -10
leaf_value=-0.011807095574015372 0.021514968029296352 -0.016773309102615812 -0.016874500150760998 -0.0038819092087049602 -0.017552923809636512 -0.012445586203986062 0.039674499437324873 0.0012859057757202298 0.013254472708711839
leaf_weight=0.0011746935426375027 0.0010928607673615148 0.0010027339194132812 0.0011368017455980345 0.0016592838985069283 0.0011258128925290666 0.0011035713511542431 0.0011384040278730749 0.0010348108681613954 0.0014304857306148143
leaf_count=344 294 264 661 266 181 158 102 298 553
internal_value=0 0.00121497 -0.00108832 0.000734319 0.00340607 0.0071123 0.0112133 0.0181637 0.0249625
internal_weight=0 0.0107248 0.0096319 0.00862917 0.00749237 0.00636656 0.00526298 0.0036037 0.00256889
internal_count=3121 2777 2483 2219 1558 1377 1219 953 655
is_linear=0
shrinkage=0.0757875


Tree=3226
num_leaves=12
num_cat=0
split_feature=484 15 15 160 52 2 48 16 13 16 2
split_gain=0.000215046 0.000111563 0.000115312 6.64294e-05 0.000112394 7.639e-05 0.000123561 0.000174092 0.000110362 0.000110297 0.00012814
threshold=-0.0068949999999999992 -0.24436499999999997 -0.11713499999999999 0.092865000000000017 -0.24456499999999998 0.092875000000000013 0.082620000000000013 -0.15241499999999997 -0.033284999999999988 -0.084119999999999986 0.10882500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 7 -6 -9 -7 -11
right_child=1 2 3 -5 5 9 -8 8 -10 10 -12
leaf_value=-0.00086954025582389009 0.00066650049965300906 -0.00060035358868353148 -0.00042800213300088133 -0.00038445948881154975 0.00087478661817605235 -0.00046209452480670121 0.00094113303234785717 -0.00054463705137976052 0.00024775057038675864 -0.0001910007049920588 0.00070506960893672549
leaf_weight=0.0010314732607363706 0.0010713671987885092 0.0010955645169629285 0.0012722167573058557 0.0011308165322047705 0.0010507439877003974 0.0013566089178059758 0.0010835737324805805 0.0011026876049262395 0.0017455170100342358 0.0012928214544053241 0.001167796171039548
leaf_count=503 232 187 288 130 76 191 110 565 491 201 147
internal_value=0 5.96493e-05 6.78365e-06 6.6158e-05 0.00011675 0.000195508 0.000355413 0.000192633 -5.90237e-05 -1.32122e-05 0.00023427
internal_weight=0 0.0133697 0.0122983 0.0112028 0.010072 0.00879975 0.00498252 0.00389895 0.0028482 0.00381723 0.00246062
internal_count=3121 2618 2386 2199 2069 1781 1242 1132 1056 539 348
is_linear=0
shrinkage=0.00196078


Tree=3227
num_leaves=11
num_cat=0
split_feature=484 41 3 1 0 4 52 4 49 4
split_gain=0.000255051 0.00013758 0.000112404 0.00010711 0.000106053 0.00020939 9.16809e-05 8.83075e-05 0.000143478 0.00012181
threshold=-0.0068949999999999992 0.078475000000000017 -0.12018999999999998 0.12811000000000003 -0.10096999999999999 -0.077679999999999985 0.084240000000000023 0.25615500000000008 -0.006494999999999999 0.0052350000000000009
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 7 6 -6 8 9 -4
right_child=1 -3 3 -5 5 -7 -8 -9 -10 -11
leaf_value=-0.00091725462095455193 0.00059072397107624007 -0.00061656886690484062 -0.00049895209761292381 0.00048965717640729134 0.00044601814430412698 -0.00081014088963514202 -0.00030926144427567904 -0.00027068476960812634 0.00078290456982494858 0.00042326610284378584
leaf_weight=0.0010665158559786678 0.0017769614402840224 0.0010159330280900972 0.0010186244010247925 0.0018500573613413228 0.001332764146645567 0.001620346115694522 0.0011520122511451264 0.0013336957406610561 0.0015121388050680206 0.001198588673106897
leaf_count=503 209 133 76 216 311 975 408 113 132 45
internal_value=0 7.795e-05 0.000133095 5.92905e-05 -2.75538e-05 -0.000261757 9.58493e-05 0.000162338 0.000317197 -4.16209e-07
internal_weight=0 0.0138111 0.0127952 0.0110182 0.00916817 0.00410512 0.00248478 0.00506305 0.00372935 0.00221721
internal_count=3121 2618 2485 2276 2060 1694 719 366 253 121
is_linear=0
shrinkage=0.00196078


Tree=3228
num_leaves=10
num_cat=0
split_feature=147 52 11 13 1 150 4 16 43
split_gain=2.93991e-05 6.24935e-05 7.58464e-05 0.000114383 6.91888e-05 6.03185e-05 6.28457e-05 0.000127013 9.30059e-05
threshold=1.0000000180025095e-35 0.15116000000000002 1.0000000180025095e-35 -0.084034999999999985 0.086255000000000012 0.087000000000000008 -1.0000000180025095e-35 0.062650000000000025 -0.074359999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -5 -8
right_child=-2 -3 -4 5 -6 -7 8 -9 -10
leaf_value=0.0064617432085612349 0.011788528667225491 -0.017927005763442926 -0.018215906834569116 0.023129464638391981 0.031772728967698075 -0.01941078840232574 0.0096406746996997236 -0.01133799680230861 -0.020428016474141986
leaf_weight=0.0015838094228218776 0.00109314881518868 0.0011534921529466552 0.0010779988418460071 0.0015109386892643542 0.0010196874741846135 0.0010227086940421126 0.001011956781164939 0.0010345436897785765 0.0014198612787989192
leaf_count=475 183 372 210 823 240 122 185 225 286
internal_value=0 -0.00125205 0.000734665 0.00310913 0.0163751 -0.00264717 0.000797329 0.00912108 -0.00791548
internal_weight=0 0.010835 0.0096815 0.00860351 0.0026035 0.00600001 0.0049773 0.00254548 0.00243182
internal_count=3121 2938 2566 2356 715 1641 1519 1048 471
is_linear=0
shrinkage=0.0757875


Tree=3229
num_leaves=12
num_cat=0
split_feature=484 133 133 15 12 3 3 43 13 48 2
split_gain=0.000190589 0.000156802 0.000144875 0.000174524 0.000126534 0.000103364 0.000118518 0.000103195 9.85957e-05 0.000160049 1.16346e-05
threshold=-0.0068949999999999992 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 0.088305000000000008 -0.13309499999999996 -0.077774999999999983 -0.074359999999999996 -0.0051199999999999987 0.085875000000000021 0.086675000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 -7 -8 -9 10 -10
right_child=1 -3 -4 4 -6 6 7 8 9 -11 -12
leaf_value=-0.00080079509513642736 0.00060153594214180689 -0.00066409233045386417 0.00067031707203528618 -0.00088656749036538989 -1.7837274562541472e-06 -0.00052915494553620965 0.00062570899391457303 -0.00042312012224466841 0.00068642585399056701 -0.00026301763427463178 0.00039990394879669069
leaf_weight=0.0010057347342601443 0.0015267415081405156 0.0010108339096478068 0.0014379923550469206 0.0011065589408317249 0.0011931126645049973 0.0010329287464098391 0.001329044734605476 0.0012493131208737001 0.0010028840162985596 0.0015501889773891185 0.0010106543102618454
leaf_count=503 183 371 418 388 377 268 125 251 46 84 107
internal_value=0 4.9746e-05 0.000107753 3.42203e-05 -0.000427525 0.000156249 6.14981e-05 0.00016083 3.24605e-05 0.00019217 0.000542612
internal_weight=0 0.0134503 0.0124394 0.0110014 0.00229967 0.00870176 0.00717501 0.00614209 0.00481304 0.00356373 0.00201354
internal_count=3121 2618 2247 1829 765 1064 881 613 488 237 153
is_linear=0
shrinkage=0.00188464


Tree=3230
num_leaves=13
num_cat=0
split_feature=484 4 1374 457 0 1 42 42 133 3 16 1
split_gain=0.0002832 0.000173167 0.000121887 0.000157338 0.000126097 0.000110338 0.000227427 9.94983e-05 0.000115554 7.62596e-05 6.33875e-05 4.88051e-05
threshold=-0.0068949999999999992 0.27044500000000005 -0.035729999999999991 0.045365000000000009 -0.14920999999999998 0.13021500000000003 0.091545000000000015 -1.0000000180025095e-35 0.083950000000000011 -0.10115999999999999 -0.51370499999999997 0.092845000000000025
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 -3 -11
right_child=1 10 3 -5 5 -7 -8 8 -10 11 -12 -13
leaf_value=-0.00093144955130890098 -0.00067325315421201345 0.00022992462091950814 -0.00066307765372848691 0.00069304411228197536 -0.00036268310917500458 0.00053564563931939653 -0.00088248043034822347 0.00042778993286876599 0.00069509031288885045 -0.00042734418762407401 0.00090155711684020406 0.00013467882950012148
leaf_weight=0.0011735488236819603 0.0010073843636060368 0.0010323749378428164 0.001120676525151164 0.0012556283753321776 0.0015003390441658991 0.0014218136684491789 0.0011035519699300221 0.0012208919881067145 0.0013831878830702221 0.0013185921739216448 0.0011333595947234766 0.0010810793229821536
leaf_count=503 65 112 98 164 693 66 422 115 231 316 234 102
internal_value=0 6.97894e-05 -1.94717e-05 3.82718e-05 -4.27272e-05 3.42667e-05 -5.94375e-05 8.02086e-05 0.000213007 2.88328e-05 0.000581399 -0.000174146
internal_weight=0 0.0145789 0.0124131 0.0114058 0.0101501 0.00902946 0.00760764 0.00650409 0.00500375 0.00362056 0.00216573 0.00239967
internal_count=3121 2618 2272 2207 2043 1945 1879 1457 764 533 346 418
is_linear=0
shrinkage=0.00196078


Tree=3231
num_leaves=11
num_cat=0
split_feature=484 15 133 52 52 49 1 2 3 15
split_gain=0.000247449 0.000141722 0.000121384 0.000151681 0.000282279 0.000128454 0.000158275 0.000136386 0.00019419 0.000220473
threshold=-0.0068949999999999992 -0.24436499999999997 0.10622000000000002 0.091275000000000009 0.11434500000000002 -0.043469999999999995 0.097115000000000021 0.11177500000000001 -0.078934999999999991 -0.016799999999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 6 -3 8 -7 -10
right_child=1 2 -4 4 -6 7 -8 -9 9 -11
leaf_value=-0.00087542515137909349 0.00069902091556029377 -0.00012343844352909013 -0.00062540956522040537 0.0012134354401235699 -8.1595698381671592e-05 -0.00057671935984641889 0.00073857836917451403 -0.00078607356304830978 -0.00026179867717857492 0.00073773922533489826
leaf_weight=0.0011877183905277108 0.0012056949281643295 0.0018599924339396112 0.0011046444570616413 0.0011266662280081388 0.0015203161631674202 0.0019169776105167308 0.0014630842324700657 0.0012986303251145415 0.0018234366253823018 0.0015867258324081149
leaf_count=503 232 157 355 142 293 766 185 158 191 139
internal_value=0 5.45334e-05 -2.18404e-06 5.24724e-05 0.000469624 -5.85146e-05 0.00025609 -0.000216301 -7.74039e-05 0.00020328
internal_weight=0 0.0149062 0.0137005 0.0125958 0.00264698 0.00994885 0.00332308 0.00662577 0.00532714 0.00341016
internal_count=3121 2618 2386 2031 435 1596 342 1254 1096 330
is_linear=0
shrinkage=0.00196078


Tree=3232
num_leaves=12
num_cat=0
split_feature=484 133 133 15 12 12 156 12 160 47 0
split_gain=0.000208879 0.000128667 0.000158222 0.000156896 0.000120921 0.000111534 0.000132715 0.000172352 0.00022028 0.000130032 8.1693e-05
threshold=-0.0068949999999999992 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 0.088305000000000008 -0.040564999999999997 0.083840000000000012 0.09334000000000002 0.086870000000000017 0.092710000000000015 -0.11173999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 7 8 9 10 -7
right_child=1 -3 -4 4 -6 6 -8 -9 -10 -11 -12
leaf_value=-0.00083708651013727749 -0.00044727371384684235 -0.00060098877271336497 0.00071562099917828648 -0.00088088299677682182 1.4314575115404876e-05 0.0013598600300653797 -0.00036784639009991625 -0.00019058373197362559 -0.00026824915286315277 0.00027779735673923113 0.00064643840178908491
leaf_weight=0.0010686089986258586 0.0010459269567844572 0.0010389757714425749 0.0014965604028845799 0.0011194641899645889 0.0012041361518143091 0.0012720179219647427 0.0011968460249063917 0.0017417118822510066 0.0010593947324076813 0.0014734991794859284 0.0011985472900659447
leaf_count=503 200 371 418 388 377 90 215 221 64 93 181
internal_value=0 6.26392e-05 0.000116472 3.7202e-05 -0.000416974 0.000154617 0.000233884 0.000340653 0.000525578 0.000738803 0.00101376
internal_weight=0 0.0138471 0.0128081 0.0113115 0.0023236 0.00898794 0.00794202 0.00674517 0.00500346 0.00394406 0.00247057
internal_count=3121 2618 2247 1829 765 1064 864 649 428 364 271
is_linear=0
shrinkage=0.00196078


Tree=3233
num_leaves=9
num_cat=0
split_feature=4 156 42 42 43 2 2 16
split_gain=3.62561e-05 3.37974e-05 4.69092e-05 6.40531e-05 8.21912e-05 5.52943e-05 9.05635e-05 9.98933e-05
threshold=0.27287000000000006 0.084085000000000007 0.091735000000000025 -1.0000000180025095e-35 -0.084004999999999982 0.11144000000000001 0.093175000000000022 -0.088159999999999988
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=-0.011481417664295536 0.009788874733727717 -0.014877131064186557 -0.014552952643023682 0.025656175372349925 0.016577642606079575 0.013860389499749279 -0.022201064153133894 -0.014572137956791957
leaf_weight=0.001702963768030372 0.0018823713298418568 0.0010712801443016869 0.0012079385876302496 0.0010070943935167331 0.0015619554444837617 0.0015338157846746664 0.0010982966808225567 0.0010149780842027443
leaf_count=766 352 407 517 255 225 112 135 352
internal_value=0 -0.00188774 -0.000363125 0.00180132 0.00544023 0.00153177 -0.00361344 0.00430866
internal_weight=0 0.0101983 0.00912704 0.0079191 0.00621614 0.00520905 0.00367523 0.00257693
internal_count=3121 2769 2362 1845 1079 824 712 577
is_linear=0
shrinkage=0.0773033


Tree=3234
num_leaves=9
num_cat=0
split_feature=1 52 0 133 3 12 52 1
split_gain=3.05587e-05 5.90355e-05 0.000102055 9.36099e-05 4.73661e-05 8.40107e-05 4.87995e-05 8.61838e-05
threshold=0.090405000000000013 -0.077024999999999996 -0.084269999999999984 1.0000000180025095e-35 0.083060000000000009 0.090840000000000018 -0.07167999999999998 0.11507500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -2 -6 -8
right_child=4 2 3 -5 6 -7 7 -9
leaf_value=0.0074601632280581164 0.020833586314822621 -0.026532844448871221 0.010812641148322756 -0.017543975126748178 -0.014877331043397786 -0.0011110343121446709 0.017564604711385313 -0.011387587859078431
leaf_weight=0.0015499157455509125 0.0016116721546305867 0.0011714408169435238 0.0014371065664939352 0.0010117838025762551 0.0011657953983081892 0.0019863909956470954 0.0010678288624572652 0.00103040981736649
leaf_count=460 391 791 387 362 88 421 85 136
internal_value=0 -0.00420305 -0.00919624 -0.000903181 0.00306731 0.00871857 -0.00316229 0.00334667
internal_weight=0 0.00517025 0.00362033 0.00244889 0.0068621 0.00359806 0.00326403 0.00209824
internal_count=3121 2000 1540 749 1121 812 309 221
is_linear=0
shrinkage=0.0714163


Tree=3235
num_leaves=11
num_cat=0
split_feature=484 15 15 15 42 0 48 52 3 3
split_gain=0.0002422 0.000125667 0.000118808 7.93914e-05 0.000220558 0.000116816 0.000258041 0.000109319 0.000129161 0.000105407
threshold=-0.0068949999999999992 -0.24436499999999997 -0.11713499999999999 1.0000000180025095e-35 0.083995000000000014 -0.10607499999999999 0.086260000000000017 0.096795000000000006 -1.0000000180025095e-35 0.083060000000000009
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 7 -8 9 -10 -11
leaf_value=-0.00090219048894607154 0.00069206120817740641 -0.00059383745392585345 0.00095967230955694741 -0.00062466983025995693 0.00037434485006527363 -0.0005677276968883687 -0.00018268047111213024 0.00077939087480649236 0.00024761837176528789 -0.00010995340841686823
leaf_weight=0.0010833974519922065 0.0011135690575666971 0.0011574099085215209 0.0017719834598873508 0.0019317038313256189 0.0015168009333764785 0.0018756197212449915 0.0013314788645019116 0.0010370342405288465 0.001241359166288987 0.0010127604618688224
leaf_count=503 232 187 127 588 495 648 84 138 90 29
internal_value=0 6.01301e-05 5.47874e-06 6.46706e-05 -0.00018526 0.000168886 0.000469569 -1.17209e-05 -0.00024301 0.000339985
internal_weight=0 0.0139897 0.0128762 0.0117187 0.0034485 0.00827024 0.00310346 0.00516677 0.00311698 0.00204979
internal_count=3121 2618 2386 2199 1083 1116 211 905 738 167
is_linear=0
shrinkage=0.00196078


Tree=3236
num_leaves=8
num_cat=0
split_feature=1 457 52 2 13 52 4
split_gain=3.13193e-05 6.55299e-05 7.05307e-05 9.87502e-05 9.60563e-05 7.03335e-05 5.43132e-05
threshold=0.12500000000000003 0.088350000000000026 0.11434500000000002 0.096540000000000015 -0.089109999999999981 -0.0064899999999999992 -1.0000000180025095e-35
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=-0.022912099358040214 0.0098513323897765383 0.015726993040884232 -0.023383991026397166 0.025740651613886455 -0.0025089512304775912 0.010052477690368444 -0.012705310534742522
leaf_weight=0.0016540519500288695 0.001819368575365435 0.0012546655497104918 0.0011367971201303338 0.0013798743061878005 0.0019614480048587802 0.001377000899623077 0.0014477105720249008
leaf_count=647 279 140 436 110 511 815 183
internal_value=0 -0.00183147 -0.00429104 -0.00151552 0.00915736 -0.00947787 -0.00161126
internal_weight=0 0.0102115 0.00895688 0.00782009 0.00334132 0.00447876 0.00282471
internal_count=3121 2842 2702 2266 621 1645 998
is_linear=0
shrinkage=0.0820348


Tree=3237
num_leaves=9
num_cat=0
split_feature=484 160 52 4 42 0 49 3
split_gain=3.07789e-05 8.3414e-05 9.92954e-05 9.84365e-05 8.48897e-05 0.000135441 0.000128062 7.36261e-05
threshold=0.084040000000000017 -1.0000000180025095e-35 0.10744000000000002 -0.27825499999999997 -0.0060199999999999993 -0.084269999999999984 -0.043469999999999995 -0.0080949999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -6 -8
right_child=-2 2 -4 4 5 -7 7 -9
leaf_value=-0.020827243717540248 0.012201794036929043 -0.027181524652395431 0.025101881275290169 -0.019048391056427576 0.016863751258393917 0.02769708622896367 -0.032694169940206338 -0.0022018845994569718
leaf_weight=0.0014792505671090061 0.0013731578468183262 0.001026981418184812 0.0011731108627674224 0.0012295827016475525 0.0016192534504114232 0.0015955248660293837 0.0010109370599135589 0.0014768672169051438
leaf_count=632 368 151 175 652 158 520 330 135
internal_value=0 -0.00164948 0.00145695 -0.00202811 0.0016983 0.00617167 -0.00219061 -0.0145926
internal_weight=0 0.0106115 0.00913226 0.00795915 0.00693217 0.00570258 0.00410706 0.0024878
internal_count=3121 2753 2121 1946 1795 1143 623 465
is_linear=0
shrinkage=0.087056


Tree=3238
num_leaves=9
num_cat=0
split_feature=15 15 43 131 4 2 2 2
split_gain=3.06081e-05 3.75802e-05 6.21474e-05 0.000100507 6.43928e-05 0.000114771 9.86947e-05 8.19449e-05
threshold=-0.24436499999999997 -0.11033999999999998 -0.17390999999999998 0.07635500000000002 0.0052350000000000009 0.097220000000000015 0.091545000000000015 0.086285000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 7 -6 -4
right_child=1 2 3 -5 6 -7 -8 -9
leaf_value=0.011903379589797118 -0.014027803503807274 0.013032673571588146 -0.0019544943554113963 -0.025027146105367791 0.025788538036444434 0.0088114560535561652 -0.003972733058717942 -0.030209858859491581
leaf_weight=0.0011152571372379698 0.0011835034588202229 0.001787947080510807 0.0011678429993937948 0.0010031391705329455 0.0012176986491718843 0.0018999478045606082 0.0013490603064378343 0.0011905458084556985
leaf_count=253 256 183 621 412 117 394 265 620
internal_value=0 -0.00128431 0.000284081 -0.00262766 0.00066457 -0.00505067 0.0101463 -0.0162182
internal_weight=0 0.0107997 0.00961618 0.00782823 0.0068251 0.00425834 0.00256676 0.00235839
internal_count=3121 2868 2612 2429 2017 1635 382 1241
is_linear=0
shrinkage=0.0757875


Tree=3239
num_leaves=14
num_cat=0
split_feature=484 42 43 40 133 3 15 2 1 15 2 3 1
split_gain=0.0002942 0.000148676 0.000183232 0.000220411 0.000199469 0.000190499 0.000287109 0.000106572 0.000223748 0.000244367 0.000169957 0.000127253 0.000145951
threshold=-0.0068949999999999992 -0.11466499999999999 0.16180500000000003 -0.03549999999999999 0.093255000000000018 -0.10519499999999998 -0.015744999999999999 0.092365000000000017 0.10508500000000001 -0.074054999999999996 0.089885000000000007 -0.077774999999999983 0.095285000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5 10 -9 -10 11 -7 -13
right_child=1 2 -4 4 -6 7 -8 8 9 -11 -12 12 -14
leaf_value=-0.00096038280287574914 -0.00064602548833677818 0.00092458114088150357 -0.00066880526106577627 0.0013526529200928766 -0.00074014370004854796 -0.00050430840541073468 9.9163564938936735e-05 -0.00096778892215684223 0.00061833776455170986 -0.00063914314689505786 0.00090164690189616981 -0.00023397638422123962 0.00077815900139812635
leaf_weight=0.0011619879260299218 0.001060190089265803 0.0013622009550337188 0.0010626611509479715 0.0011647953231054119 0.0010132780872059355 0.0012251820748717121 0.0017702048007389492 0.0011158742389904093 0.001419639126640726 0.0010218091118545658 0.0010564958299741738 0.0010689526686840679 0.0011234346120027605
leaf_count=503 151 261 186 90 395 650 161 261 105 71 77 125 85
internal_value=0 6.26326e-05 0.000114791 0.000177203 9.2219e-05 0.000169128 0.000596628 1.2902e-05 -0.000240405 9.20495e-05 0.000214306 1.82336e-06 0.000284667
internal_weight=0 0.0154647 0.0144045 0.0133419 0.0119797 0.0109664 0.002935 0.00803139 0.00355732 0.00244145 0.00447407 0.00341757 0.00219239
internal_count=3121 2618 2467 2281 2020 1625 251 1374 437 176 937 860 210
is_linear=0
shrinkage=0.00196078


Tree=3240
num_leaves=12
num_cat=0
split_feature=484 133 133 15 12 151 12 2 4 16 12
split_gain=0.000201723 8.49366e-05 0.000161555 0.000182511 8.61562e-05 0.000131998 0.000160727 0.000176565 0.000136338 0.000124053 8.55303e-05
threshold=-0.0068949999999999992 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 -0.040564999999999997 -0.044604999999999992 0.09334000000000002 0.090545000000000014 0.0067750000000000006 -0.071854999999999988 0.088305000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 8 -7 -9 -5
right_child=1 -3 -4 10 5 6 -8 9 -10 -11 -12
leaf_value=-0.00085289759493672296 -0.00038488999108928325 -0.00048987530514215023 0.0007105360674827234 -0.00087557023388622158 -0.00029952696559313739 -0.00033542484783597939 -0.00018930683072519827 0.0013666159831916399 0.00062351830732970584 0.00045311340499395368 -0.00011432038445118598
leaf_weight=0.0010230104643606979 0.0010490609566372443 0.0010342705892323724 0.001448464026016851 0.0010950821964881351 0.0015407381275903635 0.0011403042700423166 0.0016171007940766627 0.0011562101346098558 0.0011397856639752844 0.0011302399657064505 0.0011777091948533473
leaf_count=503 200 371 418 388 181 159 251 104 59 110 377
internal_value=0 5.01209e-05 9.482e-05 1.40828e-05 0.000142364 0.000213971 0.000341916 0.000530032 0.000143938 0.000915053 -0.000481108
internal_weight=0 0.013529 0.0124947 0.0110462 0.00877344 0.00772438 0.00618364 0.00456654 0.00228009 0.00228645 0.00227279
internal_count=3121 2618 2247 1829 1064 864 683 432 218 214 765
is_linear=0
shrinkage=0.00196078


Tree=3241
num_leaves=12
num_cat=0
split_feature=484 41 3 0 0 16 1 47 4 133 1
split_gain=0.000163835 0.000136313 0.000115806 8.68965e-05 0.000116277 0.000158478 0.000135321 9.91549e-05 0.000235147 0.000139256 6.79052e-05
threshold=-0.0068949999999999992 0.078475000000000017 -0.12018999999999998 -0.10096999999999999 -0.11756999999999999 -0.014754999999999999 0.11212500000000002 0.13082500000000002 -0.010384999999999998 0.083950000000000011 0.091785000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 10 8 9 -5 -4
right_child=1 -3 3 7 -6 -7 -8 -9 -10 -11 -12
leaf_value=-0.00075240550037025211 0.00053487442139765621 -0.00063300264994215589 -0.0002057856659182277 -0.00038041538431353992 0.00069874405437081346 0.00067418750543613948 -0.00069012690541959314 0.00038714001356473078 -0.0010718617808620704 0.00039523652064859773 0.00047683204685027876
leaf_weight=0.0010435571147383313 0.0018565762062241866 0.0010398663533957445 0.0011394426720932674 0.0019209724565988234 0.0012594878541101577 0.0010887388997452563 0.0011913652827352794 0.0010176491344934813 0.0010544876374494108 0.0015418978989803034 0.0010211417549510493
leaf_count=503 209 133 77 835 104 74 96 39 553 416 82
internal_value=0 3.69005e-05 9.01103e-05 1.66145e-05 0.000183207 3.69882e-05 -0.000169979 -0.000154949 -0.000277069 -3.50441e-05 0.000116835
internal_weight=0 0.0141316 0.0130918 0.0112352 0.00570018 0.00444069 0.00335195 0.00553501 0.00451736 0.00346287 0.00216058
internal_count=3121 2618 2485 2276 433 329 255 1843 1804 1251 159
is_linear=0
shrinkage=0.00192234


Tree=3242
num_leaves=10
num_cat=0
split_feature=14 15 147 16 12 16 13 13 2
split_gain=2.99693e-05 6.05428e-05 5.16974e-05 7.99975e-05 0.000103391 7.93092e-05 5.54436e-05 6.36311e-05 0.000114438
threshold=-0.074569999999999984 -0.10653 1.0000000180025095e-35 -0.094359999999999986 0.086850000000000024 -0.072804999999999981 0.15641500000000003 -0.076599999999999988 0.084305000000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -5 7 -7 -9
right_child=1 2 -4 5 -6 6 -8 8 -10
leaf_value=-0.01226313470359572 0.014458101632561886 -0.030474773993304463 0.014592947810558582 0.018371710598797712 0.0019032878738449092 0.0037324011027862246 0.011621320862043292 0.0017253261396759506 -0.032150614038636886
leaf_weight=0.0010182677214498797 0.0015926648170022624 0.0011650974016470213 0.0010196641671874175 0.0011960801168163166 0.0010221280884932734 0.0016887237249052041 0.001123165017570725 0.0010865901043771954 0.0011159279230850434
leaf_count=149 388 148 164 692 217 555 69 232 507
internal_value=0 0.00106019 -0.00120566 -0.00312395 -0.0153439 0.00117972 -0.00292106 -0.00711856 -0.0154383
internal_weight=0 0.01101 0.00941738 0.00839771 0.00218723 0.00621049 0.00501441 0.00389124 0.00220252
internal_count=3121 2972 2584 2420 365 2055 1363 1294 739
is_linear=0
shrinkage=0.0743015


Tree=3243
num_leaves=9
num_cat=0
split_feature=47 50 4 484 13 52 49 0
split_gain=2.86152e-05 7.61539e-05 8.67998e-05 4.18327e-05 6.00764e-05 6.21189e-05 0.00010694 0.000103907
threshold=0.13148500000000005 0.088425000000000017 0.24564500000000003 0.073690000000000019 -0.13710499999999998 0.091275000000000009 -0.081404999999999991 -0.10096999999999999
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=-0.018478061159709406 -0.013865333862572042 -0.01933723754469974 0.019486529208068506 0.014892094439314737 0.020682711211375295 0.019919257987628065 0.0049123510762559552 -0.025970814808561477
leaf_weight=0.0014314534889679738 0.0010041140026092544 0.001175577988770324 0.0020054130841535575 0.0011128775855801503 0.0010191071841953751 0.0010405660991630863 0.0015316119371624991 0.0016469352149687793
leaf_count=117 65 532 386 276 128 379 147 1091
internal_value=0 0.00118807 0.00365325 -0.000426677 -0.00298271 0.00125172 -0.00337582 -0.0110895
internal_weight=0 0.0109635 0.00978796 0.00778255 0.00666967 0.00523822 0.00419765 0.00317855
internal_count=3121 3056 2524 2138 1862 1745 1366 1238
is_linear=0
shrinkage=0.085349


Tree=3244
num_leaves=9
num_cat=0
split_feature=1 42 151 2 160 15 2 0
split_gain=2.91861e-05 5.38659e-05 5.75476e-05 6.72973e-05 8.38989e-05 9.69695e-05 0.000162664 8.24476e-05
threshold=0.12500000000000003 0.091735000000000025 -0.081154999999999991 0.086590000000000014 0.085330000000000003 -1.0000000180025095e-35 0.10276500000000001 -0.08824499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 7 5 -5 -7 -4
right_child=-2 -3 3 4 -6 6 -8 -9
leaf_value=-0.016095555069629314 0.0093505581020698596 -0.017808663650980456 -0.020516512882937203 0.020012843643399034 0.026900308370439718 0.013066347598579095 -0.029083066564838618 0.007023901940720779
leaf_weight=0.00118617490211919 0.0018067496992529271 0.0011914775814491308 0.0014315917547829096 0.0013237282317779316 0.0012194495296749992 0.0012343899064251544 0.0011384847683420865 0.0013817929024754184
leaf_count=353 279 583 242 460 157 301 151 595
internal_value=0 -0.00174758 0.00039881 0.00293007 0.00860721 0.00257261 -0.00715658 -0.00699005
internal_weight=0 0.0101071 0.00891561 0.00772944 0.00491605 0.0036966 0.00237287 0.00281338
internal_count=3121 2842 2259 1906 1069 912 452 837
is_linear=0
shrinkage=0.0804263


Tree=3245
num_leaves=13
num_cat=0
split_feature=484 403 132 133 13 160 13 12 151 4 3 3
split_gain=0.000239833 0.000142711 0.000154166 0.000147204 0.000241207 0.000131996 0.000195844 0.000334179 0.000187352 0.00028291 0.000140067 6.77585e-05
threshold=-0.0068949999999999992 -1.0000000180025095e-35 0.081465000000000024 -0.038089999999999992 0.25761500000000009 -0.080409999999999995 -0.084034999999999985 0.095330000000000012 -0.0083949999999999979 0.23246000000000003 -0.074479999999999977 0.083060000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 7 -7 -8 10 -10 -12
right_child=1 2 -4 4 -6 6 8 -9 9 -11 11 -13
leaf_value=-0.00086526008023709038 -0.00062832130485355206 -0.00062710620098138572 0.00078994806398259402 -0.00032637093526870843 -0.00079612737150109268 0.0012058378697352718 -0.00049505476652357745 -0.00017506613609516 -0.00054962583614255828 0.0012048904182366898 0.00061430153775791886 -2.33211462433121e-05
leaf_weight=0.0011633446677238911 0.0010797634162832042 0.0011287200666016866 0.001179289851146229 0.0015593920608852887 0.0010216140218631273 0.0018737053755541362 0.0015559290931723554 0.0010520983872646661 0.0010984267486429332 0.0010176850722219476 0.0012489081276759132 0.0013158834372169192
leaf_count=503 703 361 185 354 53 224 177 37 264 89 111 60
internal_value=0 5.8617e-05 0.000111403 4.92388e-05 0.000114244 0.000200986 0.000290737 0.000709275 9.43946e-05 0.000290327 3.62508e-05 0.000287165
internal_weight=0 0.0151314 0.0140517 0.0128724 0.0117436 0.010722 0.00916264 0.0029258 0.00623683 0.0046809 0.00366322 0.00256479
internal_count=3121 2618 1915 1730 1369 1316 962 261 701 524 435 171
is_linear=0
shrinkage=0.00196078


Tree=3246
num_leaves=8
num_cat=0
split_feature=376 1 47 4 12 43 1
split_gain=3.074e-05 5.16314e-05 6.54245e-05 9.82683e-05 0.000131699 8.98229e-05 8.61337e-05
threshold=0.048375000000000008 0.12873500000000002 0.092530000000000015 -0.033174999999999989 0.090995000000000006 -0.084004999999999982 0.094465000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 5 6 -1 -5
right_child=-2 -3 -4 4 -6 -7 -8
leaf_value=0.0037480181751840345 0.011627430580619708 0.01215818136029622 -0.018805232431988745 0.0018135549628092312 -0.01577785011459228 -0.022071669375237159 0.025176858960220063
leaf_weight=0.0013429305543931802 0.0011661379601946307 0.0014160584284527719 0.0013496545977764235 0.0018537585328410912 0.0011944673873754206 0.0018263846474087775 0.0017734518677456246
leaf_count=259 166 213 261 596 342 1087 197
internal_value=0 -0.00132719 -0.0033716 -0.000764901 0.00604887 -0.0111311 0.0132366
internal_weight=0 0.0107567 0.00934065 0.00799099 0.00482168 0.00316932 0.00362721
internal_count=3121 2955 2742 2481 1135 1346 793
is_linear=0
shrinkage=0.0757875


Tree=3247
num_leaves=12
num_cat=0
split_feature=484 133 133 15 3 3 3 43 3 2 2
split_gain=0.000199019 0.000116444 0.000211717 0.000218533 0.000112932 0.000110544 0.000106344 0.000150704 0.000170319 0.000124369 4.99955e-05
threshold=-0.0068949999999999992 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 -0.13309499999999996 -0.078724999999999976 -0.077774999999999983 -0.074359999999999996 0.013900000000000001 0.093175000000000022 0.116525
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 -11
right_child=1 -3 -4 5 6 -7 7 8 9 10 -12
leaf_value=-0.00081208403970241597 0.00062546216179093744 -0.00055902219003827695 0.00076022390109669637 -0.00014390927637810081 -0.00050447308997903732 -0.00099132318593255549 0.00070746006307577738 -0.00071438429028358231 0.00060276872993184961 -0.00032321793394055016 0.00023491347291630963
leaf_weight=0.0010907037076169175 0.0015899571042337305 0.0010930804690574896 0.0016680160089459417 0.001358467569583386 0.0011288781164017665 0.0010487387999738194 0.0014413242211432746 0.0010503579443692946 0.0015777302847522767 0.0015230951191504971 0.0010372716214842592
leaf_count=503 183 371 418 552 268 213 125 196 89 93 110
internal_value=0 5.63858e-05 0.000106497 1.37411e-05 0.000149399 -0.000513099 5.18408e-05 0.000146567 -9.24655e-06 0.000169736 -9.71043e-05
internal_weight=0 0.0145169 0.0134238 0.0117558 0.00934861 0.00240721 0.00775866 0.00662978 0.00518845 0.0041381 0.00256037
internal_count=3121 2618 2247 1829 1064 765 881 613 488 292 203
is_linear=0
shrinkage=0.00196078


Tree=3248
num_leaves=10
num_cat=0
split_feature=484 41 3 43 0 1 43 16 52
split_gain=0.000189638 8.93663e-05 0.000107917 7.97781e-05 0.000167474 0.000131743 0.000121149 8.27957e-05 0.00013209
threshold=-0.0068949999999999992 0.078065000000000009 -0.12018999999999998 0.12266000000000001 -0.053834999999999994 1.0000000180025095e-35 -0.043144999999999996 -0.27167499999999994 -0.066844999999999988
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=-0.0008203944488622435 0.00053839666656396886 -0.00050779176448590075 -0.00054093858532773629 0.00047213703944569104 -0.00056585004103609446 0.00059457311306516621 -0.00043928523132186035 -0.00022496324601114969 0.00053216568728848884
leaf_weight=0.0010508637219414944 0.0017680682888896555 0.0010444408219399829 0.0011159470150223002 0.0013025243955896307 0.0019050100544675949 0.0019740554467708475 0.0011584517289280338 0.0017223074217279106 0.0018242666931990656
leaf_count=503 204 138 1007 190 286 355 97 98 243
internal_value=0 4.3656e-05 8.87559e-05 1.65004e-05 -4.46826e-05 8.26844e-05 0.00018688 1.58268e-05 0.000164484
internal_weight=0 0.0138151 0.0127706 0.0110026 0.00970004 0.00779503 0.00667908 0.00470503 0.00354657
internal_count=3121 2618 2480 2276 2086 1800 793 438 341
is_linear=0
shrinkage=0.00196078


Tree=3249
num_leaves=12
num_cat=0
split_feature=484 133 133 15 12 151 12 52 4 2 42
split_gain=0.000216116 0.000140107 0.000159615 0.000195233 0.000125287 0.000164312 0.000169839 0.000204936 0.00029357 0.000121468 0.000107401
threshold=-0.0068949999999999992 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 -0.040564999999999997 -0.044604999999999992 0.09334000000000002 -0.0064899999999999992 0.0061450000000000003 0.079055000000000014 0.081660000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 8 -7 -9 -5
right_child=1 -3 -4 10 5 6 -8 9 -10 -11 -12
leaf_value=-0.00083633853328098941 -0.00045347062379972393 -0.00062919139050635271 0.00069570491479961573 -0.00081522682161471404 -0.00030840389938163076 -0.00054527914806901535 -0.00015107010835120738 0.00043028283849190025 0.00085345411771995316 0.0012976970750741158 1.7922719736801112e-05
leaf_weight=0.0011200956032928833 0.0011183482980195733 0.001057774327378005 0.0015878396579979059 0.0013997193321591333 0.0016444032798694818 0.0011687015188625012 0.0016913456350906037 0.0010374861883890455 0.0011392769263415725 0.0015449583367293136 0.0010345418026910715
leaf_count=503 200 371 418 455 181 166 251 65 45 156 310
internal_value=0 5.77591e-05 0.000112121 3.34513e-05 0.000162294 0.000246008 0.000384523 0.000569757 0.000145171 0.000949217 -0.000461145
internal_weight=0 0.0144244 0.0133666 0.0117788 0.00934452 0.00822617 0.00658177 0.00489042 0.00230798 0.00258244 0.00243426
internal_count=3121 2618 2247 1829 1064 864 683 432 211 221 765
is_linear=0
shrinkage=0.00196078


Tree=3250
num_leaves=12
num_cat=0
split_feature=484 133 133 15 12 52 12 4 47 48 43
split_gain=0.000231527 0.000115988 0.000143982 0.000159374 0.00010846 9.00168e-05 0.000178467 0.000148315 0.000136694 0.000230531 0.000189984
threshold=-0.0068949999999999992 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 0.088305000000000008 0.060015000000000006 1.0000000180025095e-35 -0.04890499999999999 0.08265500000000002 0.086125000000000021 -0.074359999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 7 -7 -2 9 -9 -10
right_child=1 -3 -4 4 -6 6 -8 8 10 -11 -12
leaf_value=-0.00089563204214837674 -0.00063316118923168331 -0.00056934115884521835 0.00069127947826652767 -0.00087391836523726871 -1.9530723834631059e-05 0.0010911680880176823 -6.6525895608026046e-05 0.0008567171045723446 0.0004669016278818905 -0.00020017001685591456 -0.00062179202456235727
leaf_weight=0.0010401561302222301 0.0010363093366557762 0.0010288478861773072 0.0014742036742109469 0.0010791118412134054 0.001213751018435541 0.0010354215831239746 0.0010126427371917981 0.0019857038278045056 0.0010526138883680258 0.0013215610404908318 0.0014866184456144892
leaf_count=503 153 371 418 388 377 89 126 390 69 145 92
internal_value=0 6.38613e-05 0.000115166 3.94957e-05 -0.000421639 0.000157885 0.000518759 5.05024e-05 0.000171684 0.000434392 -0.000170485
internal_weight=0 0.0137268 0.0126979 0.0112237 0.00229286 0.00893087 0.00204806 0.00688281 0.0058465 0.00330726 0.00253923
internal_count=3121 2618 2247 1829 765 1064 215 849 696 535 161
is_linear=0
shrinkage=0.00196078


Tree=3251
num_leaves=10
num_cat=0
split_feature=13 1 4 3 160 16 51 15 48
split_gain=3.24848e-05 6.52818e-05 9.31236e-05 6.69351e-05 7.49308e-05 0.000116988 4.20304e-05 3.44864e-05 3.22607e-05
threshold=-0.47860499999999995 1.0000000180025095e-35 -0.083854999999999985 0.086245000000000016 -0.063384999999999983 -0.056919999999999991 -0.031924999999999995 -0.036009999999999993 0.086035000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 7 -5 -6 -8
right_child=1 3 -4 6 5 -7 8 -9 -10
leaf_value=0.015228979822486116 0.001359890279165443 0.030240763113783452 -0.032232512124046014 -0.021307328309706112 0.02355355584083826 -0.018664874015633118 0.011618715751945266 0.0023385576850450548 -0.0086489466169129853
leaf_weight=0.0010016551942355423 0.0014531373583823114 0.0010476588355587315 0.0011783295879633795 0.0010901608745764735 0.0014280722101147375 0.001259408835135623 0.0010349773888300717 0.0010472147524289159 0.0015416410750068027
leaf_count=85 326 281 1272 91 215 393 101 249 108
internal_value=0 -0.00146931 -0.0136823 0.00233439 0.00925495 0.003368 -0.00669167 0.0145782 -0.000507822
internal_weight=0 0.0110806 0.00263147 0.00844913 0.00478235 0.0037347 0.00366678 0.00247529 0.00257662
internal_count=3121 3036 1598 1438 1138 857 300 464 209
is_linear=0
shrinkage=0.0887971


Tree=3252
num_leaves=9
num_cat=0
split_feature=14 1 42 49 457 0 47 52
split_gain=3.07153e-05 4.48455e-05 6.68171e-05 5.50257e-05 0.000136607 5.6897e-05 8.65549e-05 5.534e-05
threshold=-0.074569999999999984 0.12873500000000002 0.091735000000000025 -0.00064499999999999985 0.087995000000000004 -0.083914999999999976 0.086380000000000012 0.091275000000000009
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=-0.013102343681136051 -0.021676240282281871 0.014144258787787562 -0.018683234434600005 0.024979386063533091 0.013576893011083099 -0.011600838714287933 -0.0037022960867042079 0.010696713616216774
leaf_weight=0.0010280332823056878 0.0016790496796092922 0.00143564608397865 0.0011437398493441388 0.0017327304040910263 0.0011524745044083416 0.0015677397388990852 0.0010508911168903151 0.001238886728279834
leaf_count=149 411 195 574 704 116 644 114 214
internal_value=0 0.00114949 -0.000800843 0.00162772 -0.00732767 0.00616373 0.0141513 -0.00175837
internal_weight=0 0.0110012 0.00956551 0.00842177 0.00283152 0.00559025 0.00278362 0.00280663
internal_count=3121 2972 2777 2203 527 1676 818 858
is_linear=0
shrinkage=0.0788493


Tree=3253
num_leaves=11
num_cat=0
split_feature=484 133 133 15 12 12 52 1 0 160
split_gain=0.000225504 0.000104988 0.000181743 0.000175498 0.00013045 8.58635e-05 0.000226584 0.000172118 0.000297961 0.000222958
threshold=-0.0068949999999999992 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 0.088305000000000008 0.09334000000000002 0.060015000000000006 0.11103500000000001 -0.13027499999999997 0.083670000000000008
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=-0.00088328965270835665 0.0013269188622106124 -0.00054161523222082803 0.00074176170036687665 -0.00092717020135631698 -4.0947542858037837e-06 -0.00022320012133473312 0.00089309409895439642 -0.00048259494545406701 -0.00033647546247969802 7.7004341703222287e-05
leaf_weight=0.0010568859231864314 0.0011949803492452594 0.0010457100148431918 0.0015178389433404887 0.0011563425199223353 0.0011988815818748174 0.0019330286546941156 0.0015981851871416548 0.001619948735358246 0.0017136142168432287 0.0010144955820509255
leaf_count=503 83 371 418 388 377 292 148 175 312 54
internal_value=0 5.60092e-05 0.000104277 1.96191e-05 -0.000457296 0.000143403 0.000242637 5.50951e-05 0.000277122 0.000753012
internal_weight=0 0.013993 0.0129473 0.0114295 0.00235522 0.00907425 0.00714122 0.00554304 0.00392309 0.00220948
internal_count=3121 2618 2247 1829 765 1064 772 624 449 137
is_linear=0
shrinkage=0.00196078


Tree=3254
num_leaves=13
num_cat=0
split_feature=484 41 457 457 160 51 2 4 42 1 0 0
split_gain=0.000245465 0.000204034 0.000139436 0.00011461 0.000123008 0.000189628 0.000153363 0.000109119 0.000173991 8.79369e-05 8.07137e-05 6.70947e-05
threshold=-0.0068949999999999992 0.078475000000000017 -0.0029299999999999994 0.12052 -0.098904999999999979 0.045645000000000005 0.11389000000000002 0.09173000000000002 0.086325000000000013 0.111945 -0.047369999999999995 -0.10151999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 8 10 -9 11 -6
right_child=1 -3 3 -5 5 -7 -8 9 -10 -11 -12 -13
leaf_value=-0.00087973366369553966 -0.00057398975976644421 -0.00077278661309897482 -0.00041694763812613584 -0.00042876079006415742 0.000406393147373425 0.00098060181604791652 -0.0004886294304157552 0.00020751619588505032 -0.00055410719415997095 0.00094212159637425746 0.00060389492012866055 -0.00022768743145114295
leaf_weight=0.0011455140949119423 0.0010155100480720722 0.0010459342430239891 0.0010099149129592479 0.0010853711340210745 0.0012424213631913163 0.0013684372917627573 0.001099984357142922 0.0010966706549287092 0.0011171566699279363 0.0014613211488886679 0.0020049039229422475 0.0013267140587429926
leaf_count=503 154 133 347 51 92 211 248 124 379 83 144 652
internal_value=0 6.22324e-05 0.00012539 0.000180821 0.000237237 0.000298881 0.000199097 0.000290802 0.000139613 0.000627179 0.000309046 7.89508e-05
internal_weight=0 0.0148743 0.0138284 0.0128129 0.0117275 0.0107176 0.00934917 0.00824919 0.0056912 0.00255799 0.00457404 0.00256914
internal_count=3121 2618 2485 2331 2280 1933 1722 1474 1267 207 888 744
is_linear=0
shrinkage=0.00196078


Tree=3255
num_leaves=10
num_cat=0
split_feature=159 0 0 0 0 0 3 3 4
split_gain=3.18643e-05 4.66404e-05 0.000131283 0.000100776 9.48011e-05 7.09605e-05 0.000120351 0.000113886 5.55502e-05
threshold=-0.032739999999999991 -0.077999999999999986 -0.053834999999999994 -0.10096999999999999 -1.0000000180025095e-35 -0.11756999999999999 0.12178000000000001 0.090900000000000009 -0.49013999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -4 6 7 -2 -6
right_child=1 2 4 -5 8 -7 -8 -9 -10
leaf_value=-0.013826166743874789 -0.0088581825920190111 0.033471949328542666 -0.021242399435531915 -0.025933293241724983 -0.0053438669569339445 0.019908653269460175 -0.028240268140840134 0.024708314038896808 0.021316354777816428
leaf_weight=0.0011145418628637641 0.0017794322077412852 0.0011100983888510663 0.0010782124332658384 0.0011745558632635838 0.0010280240613535496 0.0012045537975561458 0.0010715359989682816 0.0012560243291837025 0.001275925129632165
leaf_count=421 255 447 192 1198 132 136 97 81 162
internal_value=0 0.00131987 0.00800439 -0.00330982 -0.000354616 0.00169297 -0.00364957 0.00503111 0.00942054
internal_weight=0 0.0109784 0.00449226 0.0064861 0.00338216 0.00531155 0.00410699 0.00303546 0.00230395
internal_count=3121 2700 933 1767 486 569 433 336 294
is_linear=0
shrinkage=0.085349


Tree=3256
num_leaves=13
num_cat=0
split_feature=484 1374 133 41 3 43 0 16 2 3 1 3
split_gain=0.000153242 0.000149657 0.000159017 0.000102522 0.000138855 0.000127243 0.000158687 0.00024447 0.000151338 0.000131448 0.000137951 4.42953e-05
threshold=-0.0068949999999999992 -0.08070999999999999 0.10622000000000002 0.07831500000000001 -0.12018999999999998 0.12266000000000001 -0.10607499999999999 -0.27167499999999994 0.08647500000000001 -0.078934999999999991 0.095025000000000012 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 -6 -9 -8 -11 -12
right_child=1 2 -4 -5 5 -7 9 8 -10 10 11 -13
leaf_value=-0.0007158589664972531 -0.00068217582288939457 0.0007079702482313293 -0.00061960622128474961 -0.00043701116813309773 -0.00032793137434528047 0.00074435974769585054 -0.00070190354551306932 0.001252376803223575 0.00029574989604309122 -0.00047531586230882387 0.00060113630400993447 3.2687202563772654e-05
leaf_weight=0.0010956694884497976 0.0010156756363629013 0.0016757942968699405 0.0010947840254304829 0.0010280337287169742 0.0014036302166898044 0.0010408498114387469 0.0013856882079417874 0.0010036615515893795 0.0015624833686985751 0.0013476565502208888 0.0010181606984586136 0.0010081443121075298
leaf_count=503 58 193 368 124 142 180 823 34 136 276 165 119
internal_value=0 2.9573e-05 8.28498e-05 0.000144501 0.000196729 0.000109041 3.32894e-05 0.000317089 0.000669902 -0.000203413 1.31722e-06 0.000318317
internal_weight=0 0.0145846 0.0135689 0.0124741 0.0114461 0.00977027 0.00872942 0.00396978 0.00256614 0.00475965 0.00337396 0.00202631
internal_count=3121 2618 2560 2192 2068 1875 1695 312 170 1383 560 284
is_linear=0
shrinkage=0.00192234


Tree=3257
num_leaves=10
num_cat=0
split_feature=48 16 52 51 0 47 3 15 0
split_gain=2.9103e-05 7.43657e-05 6.37726e-05 7.45232e-05 7.74528e-05 0.00010067 9.64625e-05 9.09504e-05 5.77302e-05
threshold=0.11951500000000001 -0.48836499999999994 0.11434500000000002 0.087505000000000013 -0.019414999999999998 1.0000000180025095e-35 -0.034684999999999994 1.0000000180025095e-35 -0.14226499999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 7 -6 8 -3
right_child=-2 2 -4 -5 6 -7 -8 -9 -10
leaf_value=0.020737490700372091 -0.013161068905744524 0.031750459651485478 -0.01895251324128526 -0.019207560218613896 0.0010170720688644705 -0.020059733462481223 0.036465044288151588 -0.0084192100705358566 0.0042946349443986846
leaf_weight=0.0012143013388246126 0.001084365452074844 0.0010247047730132623 0.0012396817303169287 0.0010781162974370789 0.0011424248429311445 0.001432629942216896 0.0010150652261913546 0.0017233113587849609 0.0011247750728964811
leaf_count=244 114 89 401 258 141 239 97 843 695
internal_value=0 0.00120719 -0.00121755 0.00135658 0.00432734 -0.00110863 0.0176948 0.0059018 0.0173834
internal_weight=0 0.010995 0.00978071 0.00854103 0.00746291 0.00530542 0.00215749 0.00387279 0.00214948
internal_count=3121 3007 2763 2362 2104 1866 238 1627 784
is_linear=0
shrinkage=0.0836755


Tree=3258
num_leaves=12
num_cat=0
split_feature=484 133 133 15 3 12 3 43 151 3 16
split_gain=0.000167432 0.000132631 0.000145486 0.000156338 0.000116935 0.000109649 8.94598e-05 0.000110897 9.02357e-05 0.0001698 0.000168757
threshold=-0.0068949999999999992 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 -0.13309499999999996 0.088305000000000008 -0.077774999999999983 -0.074359999999999996 -0.044604999999999992 0.096675000000000011 -0.071854999999999988
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 -11
right_child=1 -3 -4 5 6 -7 7 8 9 10 -12
leaf_value=-0.00077043254313342423 0.0006394660875831174 -0.00062767083945312169 0.00069031054563827238 -0.00087048683248427646 -0.00048375727799881215 -1.3089214276630054e-05 0.00063476785245427595 -0.00051647947307440661 -0.00032553106181912517 0.0010717951038201464 -4.409682027075052e-05
leaf_weight=0.0010218899609427323 0.0015497135337051281 0.0010185083396203947 0.0014579624545851032 0.0011007989373810199 0.0010483027535162096 0.0011970650383034229 0.0013399513145060018 0.001033385653095388 0.0016837172935279697 0.0010380918403057882 0.0010461342145102748
leaf_count=503 183 371 418 388 268 377 125 87 232 105 64
internal_value=0 5.27133e-05 0.000108173 3.12752e-05 0.000150938 -0.000423828 4.56354e-05 0.000136002 -3.19374e-06 0.000137579 0.000511696
internal_weight=0 0.0135136 0.0124951 0.0110372 0.0087393 0.00229786 0.00718958 0.00614128 0.00480133 0.00376794 0.00208423
internal_count=3121 2618 2247 1829 1064 765 881 613 488 401 169
is_linear=0
shrinkage=0.00196078


Tree=3259
num_leaves=12
num_cat=0
split_feature=484 48 4 47 12 4 1 160 42 1 16
split_gain=0.000212634 0.000171889 0.000211792 8.29246e-05 0.00011652 7.50945e-05 0.000173128 0.000115217 0.000163469 8.25407e-05 0.000132341
threshold=-0.0068949999999999992 0.12737000000000001 0.27834500000000006 0.11312500000000002 0.10124000000000001 0.055260000000000011 0.104035 0.086075000000000013 0.086665000000000006 0.090475000000000014 -0.078844999999999985
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 -2
right_child=1 -3 -4 -5 -6 -7 -8 -9 -10 -11 -12
leaf_value=-0.00083504326596020009 0.0009208380947244235 -0.00071517472502820941 0.00075604693825035004 0.00048692389939688688 -0.00060311081293818619 -0.00036714059182288666 0.0008527522673486027 -0.00054816137050392195 -0.00052832817708771927 -0.00017997118167444162 0.00011163336657245609
leaf_weight=0.0011218946919881482 0.0013532140703741695 0.0010440121004602612 0.0017068691201930089 0.0012832370369067177 0.0012492007849420504 0.001492206258857048 0.0010513033200558672 0.0012194823236186987 0.0011728052219919984 0.001041001673536518 0.0018249023093049206
leaf_count=503 420 77 304 63 270 179 178 122 528 137 340
internal_value=0 5.11328e-05 0.000110863 1.66373e-05 -4.13676e-05 3.52831e-05 0.000113649 -3.8779e-06 0.000119222 0.000299224 0.000456186
internal_weight=0 0.0144382 0.0133942 0.0116874 0.0104041 0.00915492 0.00766271 0.00661141 0.00539192 0.00421912 0.00317812
internal_count=3121 2618 2541 2237 2174 1904 1725 1547 1425 897 760
is_linear=0
shrinkage=0.00196078


Tree=3260
num_leaves=10
num_cat=0
split_feature=1 3 457 4 52 0 2 16 0
split_gain=3.11201e-05 7.86029e-05 6.23294e-05 8.40395e-05 9.75485e-05 0.000152713 3.73801e-05 2.79149e-05 1.66305e-05
threshold=0.111945 0.11296500000000002 0.087995000000000004 -1.0000000180025095e-35 -0.085984999999999992 -0.083914999999999976 0.09142500000000002 0.15891500000000003 -0.062294999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 8 3 4 -1 -6 -5 -7 -2
right_child=1 -3 -4 6 5 7 -8 -9 -10
leaf_value=-0.02229866849182624 0.010355313404096523 -0.0077870718740625094 0.016960509931405517 -0.030517478499210351 0.032787642731273443 -0.013764851341420553 -0.0091105681657648596 0.0053394207256338205 0.02646257651154434
leaf_weight=0.0010929699268245477 0.0010050192662389187 0.0016218872687750463 0.0010730505531514334 0.0011765080288450803 0.0012746328172264553 0.0013369933341153657 0.0014188241568328143 0.0010986444605112749 0.0010167637276567976
leaf_count=453 154 181 129 245 603 801 347 46 162
internal_value=0 0.00677441 -0.0030393 -0.00593997 0.00101661 0.00788482 -0.0188147 -0.00514748 0.0184557
internal_weight=0 0.00364367 0.00847162 0.00739857 0.00480324 0.00371027 0.00259533 0.00243564 0.00202178
internal_count=3121 497 2624 2495 1903 1450 592 847 316
is_linear=0
shrinkage=0.0887971


Tree=3261
num_leaves=11
num_cat=0
split_feature=484 133 133 15 12 3 3 43 47 1
split_gain=0.000249393 0.000150231 0.000165165 0.000144589 0.000142943 0.000110156 0.000115993 0.000119325 8.88771e-05 0.000160141
threshold=-0.0068949999999999992 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 0.088305000000000008 -0.13309499999999996 -0.077774999999999983 -0.074359999999999996 0.092710000000000015 0.095285000000000022
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 -7 -8 9 -9
right_child=1 -3 -4 4 -6 6 7 8 -10 -11
leaf_value=-0.00090913349799641528 0.00060831355467859405 -0.0006575323458822103 0.00070927214837698468 -0.00089080603922739928 6.8425684294651877e-05 -0.00055096185369396739 0.00065091496482699472 -0.00022566004381245535 -0.00041515993970658583 0.00059635679935399622
leaf_weight=0.001108276642846572 0.0016210705112604295 0.0010484890070724595 0.0015755943183650986 0.0011598367687142698 0.0012314167167822849 0.0010766441105212569 0.001399565168746373 0.0019164191232199919 0.0014047039103172974 0.0017370673093142267
leaf_count=503 183 371 418 388 377 268 125 205 97 186
internal_value=0 5.66929e-05 0.00011376 3.25005e-05 -0.000396833 0.000144635 4.48721e-05 0.00014421 4.00853e-06 0.000165172
internal_weight=0 0.0141708 0.0131223 0.0115467 0.00239125 0.00915547 0.0075344 0.00645776 0.00505819 0.00365349
internal_count=3121 2618 2247 1829 765 1064 881 613 488 391
is_linear=0
shrinkage=0.00196078


Tree=3262
num_leaves=10
num_cat=0
split_feature=52 52 160 15 2 2 43 13 0
split_gain=3.19621e-05 8.58488e-05 5.00942e-05 5.8822e-05 9.08612e-05 0.00011946 9.96018e-05 5.97247e-05 4.89427e-05
threshold=-0.28430999999999995 -0.090859999999999982 0.086325000000000013 -0.11713499999999999 0.10097500000000002 0.11411 -0.0037449999999999996 -0.0039049999999999992 -0.10224499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 -6 7 -5 -8
right_child=1 2 -4 4 5 -7 8 -9 -10
leaf_value=-0.01331850968624366 0.023634760052743401 -0.012422356806668722 -0.01770978401187848 -0.016437140352558968 -0.028080975001176036 0.011140738109760805 0.010383049157469047 0.012605411561609802 0.034707739119275882
leaf_weight=0.0011977218517686882 0.0011307311164616427 0.0018513881911833745 0.0011781555337384 0.0010377388554879707 0.0011740621750664405 0.0010916274377933584 0.0011166366212597006 0.0010255359786733131 0.0013087697670003786
leaf_count=344 294 391 216 804 171 181 99 227 394
internal_value=0 0.001369 -0.00120426 0.0010554 0.00474968 -0.00918364 0.0117826 -0.00200175 0.0235089
internal_weight=0 0.0109146 0.00978391 0.00860576 0.00675437 0.00226569 0.00448868 0.00206327 0.00242541
internal_count=3121 2777 2483 2267 1876 352 1524 1031 493
is_linear=0
shrinkage=0.085349


Tree=3263
num_leaves=12
num_cat=0
split_feature=484 42 43 40 133 43 4 47 160 15 4
split_gain=0.000209002 0.000114261 0.000181558 0.000221271 0.000150594 0.000162529 0.000150286 0.00018051 0.000221288 0.000102989 5.29947e-05
threshold=-0.0068949999999999992 -0.11051499999999999 0.16180500000000003 -0.026419999999999996 0.091410000000000005 -0.074359999999999996 -0.062539999999999984 0.078875000000000015 0.083670000000000008 -1.0000000180025095e-35 0.04735000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 10 -7 8 9 -8 -5
right_child=1 2 -4 4 -6 6 7 -9 -10 -11 -12
leaf_value=-0.00085036716954918934 -0.00058393355317285216 0.00094670868129266615 -0.00069502653862679926 0.00034819207871506695 -0.00061459396435288387 -0.00046735327233901418 0.0010748713182971393 -0.00043490864220642684 -0.00028031250506678376 0.00025915567008755197 0.00090657170652229846
leaf_weight=0.0010627619017261744 0.0010120227704609281 0.0012527873022836694 0.0010199898485432389 0.0018108584688435493 0.0010905944480924272 0.0019618339399590434 0.001441842029720591 0.0013730391499404996 0.001231496411683089 0.0010132796066679006 0.0010224506381068116
leaf_count=503 159 261 186 442 425 584 236 95 71 100 59
internal_value=0 5.10535e-05 9.967e-05 0.000166121 7.67766e-05 0.000153288 -6.66926e-06 0.000171957 0.000397977 0.000738209 0.000549693
internal_weight=0 0.0142302 0.0132182 0.0121982 0.0109454 0.0098548 0.00702149 0.00505966 0.00368662 0.00245512 0.00283331
internal_count=3121 2618 2459 2273 2012 1587 1086 502 407 336 501
is_linear=0
shrinkage=0.00196078


Tree=3264
num_leaves=11
num_cat=0
split_feature=484 41 3 133 1 0 3 16 16 13
split_gain=0.000192156 9.85309e-05 0.000168209 8.46033e-05 0.000156567 0.000244896 0.000153881 0.00010626 9.81349e-05 6.46684e-05
threshold=-0.0068949999999999992 0.078065000000000009 -0.12018999999999998 0.083950000000000011 0.095285000000000022 -0.13455999999999999 0.083060000000000009 -0.022939999999999999 -0.071854999999999988 -0.010094999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 9 -5 -8 -6
right_child=1 -3 3 7 6 -7 8 -9 -10 -11
leaf_value=-0.00080807613268866715 0.00065562056200828723 -0.00052413379609615588 0.00018181748676944796 0.00082036995427477871 0.00019303996685435189 -0.00086133765138591612 0.00021445031318789774 -3.5380297246014793e-05 -0.00046268014649195066 0.00086713994656409409
leaf_weight=0.0010756822176823137 0.0017957307053051421 0.00105685405890009 0.0015530086270212377 0.0010127506214360716 0.0010814024292173608 0.0019538245693589713 0.0015874635325706099 0.0012420624844153433 0.0017085178365425779 0.0011074925162062599
leaf_count=503 204 138 85 432 142 952 163 317 89 96
internal_value=0 5.16892e-05 9.83499e-05 9.37061e-06 -7.57919e-05 -0.000399374 0.000131095 0.00034898 -0.00013655 0.000534107
internal_weight=0 0.0140991 0.0130423 0.0112465 0.00899171 0.00350683 0.00548488 0.00225481 0.00329598 0.00218889
internal_count=3121 2618 2480 2276 1527 1037 490 749 252 238
is_linear=0
shrinkage=0.00196078


Tree=3265
num_leaves=11
num_cat=0
split_feature=484 133 133 15 3 3 52 1 1 3
split_gain=0.000127089 0.000131236 0.00014935 0.000202237 0.000127464 0.00010484 0.000128682 0.000114013 0.000236331 8.64315e-05
threshold=-0.0068949999999999992 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 -0.13309499999999996 -0.077774999999999983 0.077655000000000016 0.11181500000000001 0.095285000000000022 -0.078724999999999976
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 8 -7 -5
right_child=1 -3 -4 9 5 6 -8 -9 -10 -11
leaf_value=-0.00065055201150534051 0.0006551925258862668 -0.00061363795080340399 0.00066800882014028369 -0.00015434209192469853 -0.00049742510659862144 -0.00021775348973832433 0.00066587503626650804 -0.00037519116448161109 0.00085290115095403994 -0.00089849810676783163
leaf_weight=0.0010695297418655538 0.0016340565031464256 0.0010621567669284763 0.0015829056654756224 0.0013905010307161013 0.0011369186240041225 0.0019108722060321094 0.0014389719696504604 0.0019256696129959761 0.0013545162815695733 0.00105563090193511
leaf_count=503 183 371 418 552 268 188 137 174 114 213
internal_value=0 4.98517e-05 0.000102326 2.67445e-05 0.000157424 5.27001e-05 0.000147036 3.21229e-06 0.000226365 -0.000475483
internal_weight=0 0.0144922 0.01343 0.0118471 0.00940101 0.00776695 0.00663003 0.00519106 0.00326539 0.00244613
internal_count=3121 2618 2247 1829 1064 881 613 476 302 765
is_linear=0
shrinkage=0.00196078


Tree=3266
num_leaves=9
num_cat=0
split_feature=1 0 3 15 52 3 12 3
split_gain=3.36686e-05 7.64281e-05 0.000117487 6.21983e-05 5.72384e-05 5.66554e-05 0.000173618 5.82199e-05
threshold=0.094385000000000011 -0.084269999999999984 0.013900000000000001 0.040760000000000005 0.091820000000000013 0.083060000000000009 0.090995000000000006 0.13524500000000003
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 6 -2 -7
right_child=5 3 -4 -5 -6 7 -8 -9
leaf_value=-0.037814442715040225 0.035795952418111614 -0.017754000668909857 0.00045788740548145996 0.020408192192391667 0.0087178311573851402 -0.013358088185785617 -0.0052695382373045265 0.01200073206815486
leaf_weight=0.0010916491482680542 0.0013775929861864706 0.0012182119340801401 0.0013717019448727941 0.0011215800009000522 0.0012585994551395326 0.00189688748362693 0.0017994534014002909 0.0010749731589574374
leaf_count=955 327 384 94 653 92 119 326 171
internal_value=0 -0.00468817 -0.0165027 0.00339973 -0.00430226 0.00445472 0.0125368 -0.00418537
internal_weight=0 0.00606174 0.00246335 0.00359839 0.00247681 0.00614891 0.00317705 0.00297186
internal_count=3121 2178 1049 1129 476 943 653 290
is_linear=0
shrinkage=0.087056


Tree=3267
num_leaves=13
num_cat=0
split_feature=484 133 133 15 3 15 42 43 15 0 47 150
split_gain=0.000175143 0.000154918 0.000159762 0.000175963 0.000128332 0.000126125 0.000121594 0.000113407 0.000106243 8.07952e-05 0.000103133 7.95047e-06
threshold=-0.0068949999999999992 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 -0.10519499999999998 -0.016799999999999995 0.081660000000000024 -0.078844999999999985 -0.028889999999999996 -0.10474999999999998 0.078875000000000015 0.087380000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 8 7 -5 -6 -2 10 11 -9
right_child=1 -3 -4 6 5 -7 -8 9 -10 -11 -12 -13
leaf_value=-0.00077440800751537263 0.00095283265933137902 -0.00067179633926546631 0.00071284101818289483 -0.00082421809032342023 -0.00070180221083435503 0.00054525145607619045 7.3423518053024922e-05 0.00023881815461302571 9.465900541431753e-05 0.00043923635851546175 -0.00062839089646609487 -7.6564595651984633e-06
leaf_weight=0.0010748874516848571 0.001212767967137659 0.0010649704808541214 0.0014783048504185296 0.0013788108545086915 0.001030437350116699 0.0013921296405613372 0.0010016711686052435 0.0010119536236883006 0.0010220616760426918 0.0012643469803870606 0.0011090989372033455 0.00100075675808875
leaf_count=503 111 371 418 455 183 136 310 90 113 298 66 67
internal_value=0 4.69724e-05 0.0001063 2.7812e-05 0.000152663 1.88446e-05 -0.000446504 -0.000116448 0.000560361 2.10686e-05 -0.000148291 0.000116266
internal_weight=0 0.0139673 0.0129023 0.011424 0.00904355 0.00680872 0.00238048 0.00541659 0.00223483 0.00438616 0.00312181 0.00201271
internal_count=3121 2618 2247 1829 1064 840 765 704 224 521 223 157
is_linear=0
shrinkage=0.00196078


Tree=3268
num_leaves=13
num_cat=0
split_feature=484 403 132 133 42 160 0 51 16 4 12 0
split_gain=0.000130785 0.00012138 0.000112769 0.000196375 0.000207599 0.000153539 0.000171599 0.000203469 0.000188421 0.000119033 0.000170091 0.00013843
threshold=-0.0068949999999999992 -1.0000000180025095e-35 0.079970000000000013 -0.038089999999999992 -0.088934999999999986 -0.080409999999999995 -0.20211999999999997 0.045645000000000005 -0.094359999999999986 0.076415000000000025 0.096525000000000014 -0.060129999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6 8 9 -7 10 11 -8
right_child=1 2 -4 4 5 6 7 -9 -10 -11 -12 -13
leaf_value=-0.00067351734611444027 -0.00060973873879395133 -0.00073865193807032411 0.0006662928583698398 -0.00067498981156708044 -0.00036854432884489186 -0.0006822691875374464 -0.00010779368754801616 0.0012784125748524125 0.00044273218150908867 0.00072131216962626973 -0.00053947229256962991 0.00082080120288200581
leaf_weight=0.0010604187830806 0.0010304197133369298 0.0011504723063551362 0.0011847156220849602 0.0011599153290851707 0.0015494136511421544 0.0012283839308975253 0.0011502328062317957 0.0010007682267926393 0.001071788491733729 0.0018383853336453012 0.0010874165349469963 0.0013319276354946087
leaf_count=503 703 361 191 121 327 62 256 145 32 200 99 121
internal_value=0 3.93554e-05 8.79861e-05 3.34754e-05 0.000111273 0.000200176 0.000301358 0.00046625 -0.000158063 0.000315956 0.000107192 0.00039049
internal_weight=0 0.0147838 0.0137534 0.0125687 0.0114182 0.0102583 0.0087089 0.00640873 0.00230017 0.00540796 0.00356958 0.00248216
internal_count=3121 2618 1915 1724 1363 1242 915 821 94 676 476 377
is_linear=0
shrinkage=0.00196078


Tree=3269
num_leaves=12
num_cat=0
split_feature=484 133 133 15 12 151 12 52 4 3 2
split_gain=0.000216592 0.000144735 0.000178388 0.000246107 0.000107797 0.000153795 0.000167003 0.000174023 0.000263975 9.38162e-05 9.20814e-05
threshold=-0.0068949999999999992 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 -0.040564999999999997 -0.044604999999999992 0.09334000000000002 -0.0064899999999999992 0.0061450000000000003 -0.078724999999999976 0.084655000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 8 -7 -5 -9
right_child=1 -3 -4 9 5 6 -8 10 -10 -11 -12
leaf_value=-0.000865284879921305 -0.0003982797512397769 -0.00063203180486662075 0.00073561147559459805 -0.00019351984790104727 -0.00028622790316908819 -0.00046975398295740601 -0.00014633277375177928 0.00048740603121259811 0.00086158351971760572 -0.0009789950854322293 0.0012491903027299653
leaf_weight=0.001065475992222409 0.0011281127597400275 0.001100212369618026 0.0015389640369815648 0.0013334003823669636 0.0016483833345192463 0.0011718220419512514 0.0016855280078300339 0.0010532757611954415 0.0011197372017422158 0.0010410636471123692 0.0014497312460450568
leaf_count=503 200 371 418 552 181 166 251 73 45 213 148
internal_value=0 5.11801e-05 0.000108255 2.52463e-05 0.000169704 0.000248531 0.000384561 0.000571197 0.000180785 -0.000537905 0.000928628
internal_weight=0 0.0142702 0.01317 0.0116311 0.00925659 0.00812848 0.00648009 0.00479457 0.00229156 0.00237446 0.00250301
internal_count=3121 2618 2247 1829 1064 864 683 432 211 765 221
is_linear=0
shrinkage=0.00196078


Tree=3270
num_leaves=9
num_cat=0
split_feature=41 3 1 15 52 3 12 3
split_gain=4.47701e-05 6.12709e-05 5.86429e-05 0.000111773 8.54834e-05 8.27474e-05 6.7339e-05 4.45052e-05
threshold=1.0000000180025095e-35 -0.12018999999999998 0.094385000000000011 -0.0058549999999999991 0.084960000000000022 0.083060000000000009 0.090995000000000006 0.13524500000000003
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -4 -7
right_child=-2 2 5 4 -6 7 -8 -9
leaf_value=0.01771710598489282 -0.017739314359540282 -0.026892101457030946 0.033558931002306155 0.012583950618482708 -0.017858491411077964 -0.012027797103342128 0.0028843480647707171 0.010086890148835176
leaf_weight=0.0015217062473391876 0.0010013302732471705 0.0015885004037594578 0.0010875705617364563 0.0019399133627704696 0.0010929128319213293 0.0019159164989563937 0.0010819815695718785 0.001077579153019731
leaf_count=221 173 895 262 497 572 119 214 168
internal_value=0 0.00146645 -0.00106092 -0.00818469 0.00161368 0.0053154 0.0182611 -0.0040671
internal_weight=0 0.0113061 0.00978437 0.00462133 0.00303283 0.00516305 0.00216955 0.0029935
internal_count=3121 2948 2727 1964 1069 763 476 287
is_linear=0
shrinkage=0.087056


Tree=3271
num_leaves=10
num_cat=0
split_feature=47 42 131 42 133 16 4 457 2
split_gain=3.74271e-05 9.76601e-05 5.98215e-05 6.55918e-05 6.79091e-05 6.22054e-05 0.000126888 8.04803e-05 4.90914e-05
threshold=0.13148500000000005 0.097315000000000026 0.084390000000000007 -0.0060199999999999993 0.083950000000000011 -0.0092699999999999987 -0.10429499999999998 0.032140000000000009 0.10467500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 -7 8 -5
right_child=-2 -3 -4 4 -6 6 -8 -9 -10
leaf_value=-0.018023212583567396 -0.016605193172393236 0.027525244991572988 -0.021917666085228479 -0.024724056557168375 0.02239603113997882 -0.012817272771536789 0.028429263617778554 0.015252631454874576 -0.0011341025779062978
leaf_weight=0.0012743497523726157 0.0010309750851499088 0.0010646643342348055 0.0010373711545712096 0.0016564920264492524 0.0013768825905970585 0.001044009619682304 0.0014781046303961919 0.0010065635887845543 0.0012851278811095018
leaf_count=664 65 421 433 393 565 187 184 83 126
internal_value=0 0.00142712 -0.00130799 0.0010359 0.00413102 0.000244215 0.0113556 -0.00685377 -0.0144181
internal_weight=0 0.0112236 0.0101589 0.00912153 0.00784718 0.0064703 0.00252211 0.00394818 0.00294162
internal_count=3121 3056 2635 2202 1538 973 371 602 519
is_linear=0
shrinkage=0.0905731


Tree=3272
num_leaves=12
num_cat=0
split_feature=484 43 40 133 3 0 42 16 49 0 16
split_gain=0.000186391 0.000100371 0.000137131 9.75131e-05 9.07836e-05 0.000100156 0.000176285 0.000131822 0.000141436 0.000259169 0.000106243
threshold=-0.0068949999999999992 0.18116500000000002 -0.074429999999999982 0.091410000000000005 -0.15327499999999997 -0.053834999999999994 0.088200000000000014 -0.27167499999999994 -0.0060549999999999988 -0.10151999999999999 0.22339500000000004
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 -7
right_child=1 -3 3 -5 5 10 -8 8 9 -11 -12
leaf_value=-0.0008065616407309799 0.00073553766519288024 -0.00052898000365556941 0.00063993764265411063 -0.00050556962804495912 -0.0005369121855383417 7.560874562324236e-05 0.0007409221656057834 -0.00025406944879997819 0.00093790345258677266 -0.00027395235190867152 -0.00078303999590501982
leaf_weight=0.0010092426879311474 0.0011286544720789686 0.0010266700770631713 0.0010072408496772161 0.0011197565569202447 0.0013445142178247493 0.0011172451440125018 0.0014461987342988605 0.0018963991908198512 0.0015617786013794781 0.0011196750752784836 0.0010174669642901979
leaf_count=503 225 193 161 469 145 125 293 173 91 647 96
internal_value=0 4.92666e-05 9.57963e-05 3.37129e-05 9.11663e-05 3.30027e-05 0.000139223 -7.70693e-06 0.000147721 0.000431878 -0.000333649
internal_weight=0 0.0137856 0.0127589 0.0116303 0.0105105 0.00950328 0.00736857 0.00592237 0.00457785 0.00268145 0.00213471
internal_count=3121 2618 2425 2200 1731 1570 1349 1056 911 738 221
is_linear=0
shrinkage=0.00192234


Tree=3273
num_leaves=12
num_cat=0
split_feature=484 133 133 15 42 3 3 43 3 151 16
split_gain=0.000201847 0.000128983 0.000154052 0.000173031 0.000117964 0.000107541 0.000103858 0.000138616 0.000103448 9.62974e-05 0.000184655
threshold=-0.0068949999999999992 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 0.081660000000000024 -0.13309499999999996 -0.077774999999999983 -0.074359999999999996 0.076840000000000006 -0.0083949999999999979 -0.071854999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 -7 -8 -9 -10 -11
right_child=1 -3 -4 4 -6 6 7 8 9 10 -12
leaf_value=-0.0008398646396392224 0.00060767376429933431 -0.00060877445848809197 0.00069118667434874188 -0.00081644737400041125 6.3653056838612154e-05 -0.00051825288726605172 0.00068717065730855293 -0.00055663282594783827 -0.0003005247250716912 0.00084732068816999965 -0.00018224457804064039
leaf_weight=0.0010675404475051784 0.0015935370394065777 0.001073541733144604 0.0014920273046315343 0.0013929046211374483 0.0010101500088689 0.0010718812473495126 0.0013984967335531487 0.0010546179216333528 0.0013166368001837105 0.0013782107535179108 0.0013029058008093754
leaf_count=503 183 371 418 455 310 268 125 205 79 117 87
internal_value=0 4.44634e-05 9.83608e-05 2.15758e-05 -0.000446488 0.000144957 4.69406e-05 0.000140854 -1.0367e-05 0.000133739 0.000346997
internal_weight=0 0.0140849 0.0130114 0.0115193 0.00240305 0.00911629 0.00752275 0.00645087 0.00505237 0.00399775 0.00268112
internal_count=3121 2618 2247 1829 765 1064 881 613 488 283 204
is_linear=0
shrinkage=0.00196078


Tree=3274
num_leaves=12
num_cat=0
split_feature=484 133 133 15 12 12 151 4 52 0 1
split_gain=0.000282144 0.000123323 0.000142961 0.000175509 0.000135698 0.000100137 0.000142909 0.000138522 0.000178986 0.000177479 0.000196893
threshold=-0.0068949999999999992 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 0.088305000000000008 -0.040564999999999997 -0.044604999999999992 0.0061450000000000003 0.077655000000000016 -0.15350499999999997 0.111945
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 -7 8 -8 -9 -11
right_child=1 -3 -4 4 -6 6 7 9 -10 10 -12
leaf_value=-0.00096424113845520294 -0.00039269919505829963 -0.000572288255591102 0.00066361461995957226 -0.00090242331079576148 1.3862599073022398e-05 -0.00027220307948344971 -0.00038781675648875367 0.0012302834102893608 0.00060171829322899772 -0.00030482305578180194 0.00079192816480963589
leaf_weight=0.0010806688125432505 0.0010860938974456931 0.0010703272690603715 0.0015054365994477395 0.0011581024085582339 0.0012333360709010197 0.0016655855161512639 0.0015779326963545029 0.0011526926753251399 0.0011810898952290057 0.0010679847127935821 0.001394971748970214
leaf_count=503 200 371 418 388 377 181 297 51 110 130 95
internal_value=0 5.49649e-05 0.000106516 3.37007e-05 -0.000429867 0.000155172 0.00022918 0.000360182 3.57861e-05 0.000607722 0.000316356
internal_weight=0 0.0140936 0.0130232 0.0115178 0.00239144 0.00912635 0.00804026 0.00637467 0.00275902 0.00361565 0.00246296
internal_count=3121 2618 2247 1829 765 1064 864 683 407 276 225
is_linear=0
shrinkage=0.00192234


Tree=3275
num_leaves=12
num_cat=0
split_feature=484 133 133 15 3 3 43 3 42 151 16
split_gain=0.000171253 0.000148448 0.000161076 0.000200304 0.000106314 0.000118519 0.000112486 0.000111302 0.000102609 7.02575e-05 0.000177414
threshold=-0.0068949999999999992 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 -0.13309499999999996 -0.077774999999999983 -0.074359999999999996 0.076840000000000006 0.081660000000000024 -0.0083949999999999979 -0.071854999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -7 -8 -5 -9 -11
right_child=1 -3 -4 8 5 6 7 9 -10 10 -12
leaf_value=-0.00076340135141696782 0.00061750303728634582 -0.00065213130588382133 0.00069930680229841327 -0.00081042694223230753 -0.00053541387460678412 0.00065473123517028828 -0.00051676766577777699 -0.00019154390100486782 1.0148500216945328e-06 0.00084250095396669106 -0.00015265638156247911
leaf_weight=0.0010715882285850199 0.0016075257477670855 0.0010740665847531845 0.0015523833641232125 0.0014289105844330274 0.001091656488468604 0.0014030208431587534 0.0011253449398823789 0.0013238326856397364 0.0010317660254832734 0.0014147442748115927 0.0013421781941236263
leaf_count=503 183 371 418 455 268 125 205 79 310 117 87
internal_value=0 4.91032e-05 0.000105642 2.73348e-05 0.000158856 6.31145e-05 0.000161976 2.91806e-05 -0.000470188 0.000179736 0.000358019
internal_weight=0 0.0143954 0.0133214 0.011769 0.0093083 0.00770078 0.00660912 0.0052061 0.00246068 0.00408076 0.00275692
internal_count=3121 2618 2247 1829 1064 881 613 488 765 283 204
is_linear=0
shrinkage=0.00196078


Tree=3276
num_leaves=12
num_cat=0
split_feature=484 15 133 52 52 15 16 0 47 13 160
split_gain=0.00017238 0.000130271 0.000107197 0.000138704 0.000217759 0.00012188 0.000144085 0.000144322 0.00013398 0.000177328 9.60248e-05
threshold=-0.0068949999999999992 -0.24436499999999997 0.10622000000000002 0.091275000000000009 0.11434500000000002 -0.11713499999999999 -0.25582999999999995 -0.11242999999999999 0.092165000000000011 -0.075974999999999987 0.083670000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 -3 -7 10 9 -9 -8
right_child=1 2 -4 4 -6 6 7 8 -10 -11 -12
leaf_value=-0.00075834409721904563 0.00066942785276295302 -0.00068562312686680732 -0.00059463277509143244 0.001137602260380376 -3.8736206555543648e-05 0.00053465703482355822 0.00053895041610677659 -2.0882011393967585e-05 0.00023480490454503214 -0.00097100092065206909 -0.0002033040105564978
leaf_weight=0.0010973831715658496 0.0011892734202811487 0.0010678837373482757 0.0010983779180658492 0.0010487217711890326 0.0014300236139030351 0.0016660355087200025 0.0016604237408888185 0.00135527322437656 0.0011493515711702099 0.0017057893618998431 0.0011235116922645727
leaf_count=503 232 140 355 142 293 129 112 409 85 663 58
internal_value=0 4.76692e-05 -7.90536e-06 4.48879e-05 0.000458956 -6.06158e-05 1.64518e-05 -0.000106983 -0.000336012 -0.00055034 0.000239399
internal_weight=0 0.0144947 0.0133054 0.012207 0.00247875 0.00972827 0.00866039 0.00699435 0.00421041 0.00306106 0.00278394
internal_count=3121 2618 2386 2031 435 1596 1456 1327 1157 1072 170
is_linear=0
shrinkage=0.00196078


Tree=3277
num_leaves=9
num_cat=0
split_feature=41 3 1 15 16 16 3 52
split_gain=3.66913e-05 5.00598e-05 5.14813e-05 9.28974e-05 7.95655e-05 0.000104954 0.000110674 7.70715e-05
threshold=1.0000000180025095e-35 -0.12018999999999998 0.094385000000000011 -0.0040799999999999994 -0.27167499999999994 -0.056919999999999991 0.10732000000000001 0.084960000000000022
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 7 5 6 -8 -9
leaf_value=0.016853497635198843 -0.016995043294344113 -0.025824397029365578 -0.015391916852981439 0.012634008506739585 0.028906629851311559 0.017971015002852274 -0.022655525822146045 -0.018021937511861305
leaf_weight=0.0015414682211059962 0.0010107796239800524 0.0016376942256000624 0.0012206556173000958 0.0019258758763505844 0.001706162528646693 0.0012034655347006248 0.0010912341503469536 0.0010995751714041456
leaf_count=221 173 904 214 489 192 283 74 571
internal_value=0 0.00136861 -0.00104619 -0.00810127 0.00525445 0.0115536 -0.00134875 0.00149236
internal_weight=0 0.0114261 0.00988466 0.00466315 0.00522152 0.00400086 0.0022947 0.00302545
internal_count=3121 2948 2727 1964 763 549 357 1060
is_linear=0
shrinkage=0.0923845


Tree=3278
num_leaves=13
num_cat=0
split_feature=484 457 4 12 39 3 43 12 4 3 15 1
split_gain=0.000223064 0.00013457 0.000153874 0.000134568 0.000110646 0.000129953 0.000120886 0.000214671 0.000201288 0.000190491 0.000100967 8.93758e-05
threshold=-0.0068949999999999992 -0.0029299999999999994 0.24564500000000003 0.10645 0.097050000000000011 0.12745000000000004 -0.074359999999999996 0.082095000000000015 -0.0016099999999999997 -0.077774999999999983 0.040760000000000005 0.111945
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 9 8 -8 10 -3 -4
right_child=1 2 11 -5 -6 -7 7 -9 -10 -11 -12 -13
leaf_value=-0.00083182401282895523 -0.00064040901904170201 -0.00033500642214395819 0.00012260034580316147 -0.00064526455035083218 -0.00053473111092044198 0.00076491005007682197 0.00076924918546557265 -0.00069638532336385012 -0.0002924071368890472 0.0010349122004995027 0.00047970093780739983 0.00082714947846349723
leaf_weight=0.0011829674137979812 0.0010053887899075286 0.0013217853056708521 0.0012485830815192047 0.0011201176067695022 0.0010396513186088354 0.0011230894498559527 0.0012388611736262323 0.0017465148912634517 0.0015402683145793153 0.0010314369360675387 0.0010489595462837651 0.0015535730451532049
leaf_count=503 156 314 119 201 52 72 113 919 87 166 168 251
internal_value=0 5.25227e-05 0.000102239 -4.86726e-07 7.10877e-05 0.000140676 5.22447e-05 -0.000157688 0.000180851 0.000331501 2.54689e-05 0.000513217
internal_weight=0 0.0150182 0.0140128 0.0112107 0.0100906 0.00905092 0.00792783 0.00452564 0.00277913 0.00340218 0.00237074 0.00280216
internal_count=3121 2618 2462 2092 1891 1839 1767 1119 200 648 482 370
is_linear=0
shrinkage=0.00196078


Tree=3279
num_leaves=10
num_cat=0
split_feature=4 12 1 52 16 4 0 43 4
split_gain=3.52423e-05 7.06881e-05 6.41492e-05 4.58772e-05 5.7137e-05 5.87588e-05 0.000115477 6.6351e-05 3.63927e-05
threshold=0.24564500000000003 0.10388500000000002 0.111945 -0.28430999999999995 -0.094359999999999986 0.0052350000000000009 -0.084269999999999984 -0.069134999999999988 -0.00059999999999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 8 6 -6 -8 -5
right_child=2 -3 -4 4 5 -7 7 -9 -10
leaf_value=-0.017555885882587025 -0.0056197119425923101 -0.025458793829117074 0.02218927211106158 0.001530006033010467 -0.022957195026749321 0.022252131870591208 0.022534791403883894 -0.0049740194757757709 -0.022841731014984323
leaf_weight=0.0010764399201144519 0.0012962841841849667 0.0010015614106612105 0.0014324571864623003 0.0010026155177817386 0.0011457555878753465 0.0015291216204796837 0.0017044121273373507 0.0012444724137385458 0.0010078779940945236
leaf_count=301 150 283 276 155 656 167 398 545 190
internal_value=0 -0.00267112 0.00897866 -5.09837e-05 0.00241723 0.00710226 0.00144462 0.0109257 -0.0106878
internal_weight=0 0.00971226 0.00272874 0.0087107 0.00763426 0.00562376 0.00409464 0.00294888 0.00201049
internal_count=3121 2695 426 2412 2111 1766 1599 943 345
is_linear=0
shrinkage=0.0905731


Tree=3280
num_leaves=10
num_cat=0
split_feature=159 1 484 49 52 15 43 0 4
split_gain=3.56596e-05 5.00687e-05 4.99572e-05 7.83172e-05 9.26432e-05 0.000121534 0.000103264 7.5147e-05 6.54385e-05
threshold=-0.032739999999999991 0.13146500000000003 0.084040000000000017 -0.043469999999999995 -1.0000000180025095e-35 -0.11713499999999999 -0.15582499999999996 -0.083914999999999976 0.0052350000000000009
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 -5 -6 -7 -8 -2
right_child=1 -3 -4 4 5 6 7 -9 -10
leaf_value=-0.01477034663253991 -0.0051300074858089571 0.018315192361025301 0.015816002002927432 -0.02934667662803515 -0.028613274089592532 0.026392278914224541 0.0088162727672548135 -0.019510995808554629 0.023044017476706674
leaf_weight=0.0011402340302237917 0.0011563120511381229 0.001184639975448429 0.0012320215803663199 0.001245263505159893 0.0010892750727676398 0.0011360150298671524 0.0014924662908882475 0.0013533029745805948 0.0013592096465811368
leaf_count=421 182 216 271 652 154 106 425 555 139
internal_value=0 0.00138649 -0.000606221 -0.00289708 -0.00807057 -0.00284595 0.00420307 -0.00465473 0.0100932
internal_weight=0 0.0112485 0.0100639 0.00883184 0.00631632 0.00507106 0.00398178 0.00284577 0.00251552
internal_count=3121 2700 2484 2213 1892 1240 1086 980 321
is_linear=0
shrinkage=0.087056


Tree=3281
num_leaves=10
num_cat=0
split_feature=13 1 12 4 47 43 51 0 2
split_gain=3.7521e-05 7.11431e-05 9.15576e-05 7.75287e-05 0.000120441 0.000136881 0.000106965 5.54284e-05 7.52306e-05
threshold=-0.47860499999999995 1.0000000180025095e-35 0.088615000000000013 -0.04890499999999999 0.092530000000000015 -0.074359999999999996 0.086685000000000012 -0.10607499999999999 0.11093500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 6 -6 7 8 -5
right_child=1 3 -4 4 5 -7 -8 -9 -10
leaf_value=0.017795446527640642 -0.00039063136824542738 -0.014604806450314804 -0.037223092318403747 0.054236556301754467 0.014221193018684278 -0.03599751249071742 -0.006507429453031387 0.0081359790788372958 0.0174708840586047
leaf_weight=0.0010314682656404331 0.0015581867924620695 0.0019502186413831229 0.0011113420181158079 0.0010433253434161405 0.0010034135262268536 0.00108666072316751 0.0013633861452675075 0.001079056619937035 0.0010978422207470421
leaf_count=85 831 556 767 135 96 126 116 328 81
internal_value=0 -0.0017384 -0.0157242 0.00259091 0.00761593 -0.0118883 0.0165096 0.0262546 0.0353857
internal_weight=0 0.0112934 0.00266953 0.0086239 0.00667368 0.00209007 0.00458361 0.00322022 0.00214117
internal_count=3121 3036 1598 1438 882 222 660 544 216
is_linear=0
shrinkage=0.0980392


Tree=3282
num_leaves=9
num_cat=0
split_feature=4 42 43 4 52 3 4 3
split_gain=3.29784e-05 3.71126e-05 7.86618e-05 7.32017e-05 9.00315e-05 4.83794e-05 4.99586e-05 8.064e-06
threshold=0.27287000000000006 0.091735000000000025 0.12450000000000001 0.055260000000000011 -0.088204999999999992 0.096675000000000011 -0.083854999999999985 -0.013929999999999998
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=-0.019286114976203271 0.011494109730884106 -0.017589672365709193 0.024765221121988111 -0.021191104500292005 0.01497336746081032 0.023501622572521908 -0.014158071538724089 -0.0019874280540271285
leaf_weight=0.0014867735002556644 0.0019156468909411169 0.0012750432745349928 0.0010422273385785235 0.0016727953093394667 0.0015337636598923752 0.0013134194620484374 0.0010030757986765463 0.001008729477057913
leaf_count=479 352 562 166 214 352 96 790 110
internal_value=0 -0.00223614 -7.55757e-05 -0.00330431 0.0014108 0.00774373 0.00190638 -0.00805565
internal_weight=0 0.0103358 0.00906078 0.00801856 0.00634576 0.00485899 0.00354557 0.00201181
internal_count=3121 2769 2207 2041 1827 1348 1252 900
is_linear=0
shrinkage=0.0961169


Tree=3283
num_leaves=12
num_cat=0
split_feature=484 48 4 133 133 15 12 12 47 1 13
split_gain=0.000230861 0.000148432 0.000221954 0.000125422 0.000193045 0.000172738 0.000156239 0.000163329 0.00017058 0.000163357 2.34401e-06
threshold=-0.0068949999999999992 0.12737000000000001 0.27834500000000006 0.10622000000000002 0.083950000000000011 0.024640000000000006 -0.029094999999999999 0.051320000000000005 0.085270000000000026 0.095285000000000022 -0.0095349999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 9 -9 -8 -7
right_child=1 -3 -4 -5 -6 10 7 8 -10 -11 -12
leaf_value=-0.00085252122856299976 -0.00057928787338909471 -0.00064892573337941499 0.00075765610003156961 -0.00064128222433634048 0.00072715122026056867 -0.00047129221681024532 0.0001477456241154721 -0.00055974343077430449 0.00041092474209257355 0.00101277187353755 -0.00060538223532884128
leaf_weight=0.0011575342999941554 0.0010742353830475206 0.0010624233397649391 0.0017797469434546126 0.0010228160622778757 0.0015110154823579783 0.0010034123148202814 0.0019639238591302446 0.001537231402024151 0.0012720404523556966 0.00146579048967721 0.0010014623603221938
leaf_count=503 116 77 304 341 364 445 119 355 128 88 281
internal_value=0 5.69818e-05 0.000111999 1.50434e-05 7.70338e-05 -2.83888e-05 0.000111393 0.000230315 -0.000120224 0.00051744 -0.000538272
internal_weight=0 0.0146941 0.0136317 0.0118519 0.0108291 0.0093181 0.00731322 0.00623899 0.00280927 0.00342971 0.00200487
internal_count=3121 2618 2541 2237 1896 1532 806 690 483 207 726
is_linear=0
shrinkage=0.00196078


Tree=3284
num_leaves=14
num_cat=0
split_feature=484 43 13 40 48 1 52 2 3 0 47 3 4
split_gain=0.000201393 0.000156442 0.000149212 0.00022217 0.000177459 0.000224175 0.000190582 0.000155915 0.000222798 0.000200097 0.000123941 0.000113213 7.56466e-05
threshold=-0.0068949999999999992 0.18116500000000002 0.25761500000000009 -0.03549999999999999 0.12230500000000001 0.111945 0.10160000000000001 0.088850000000000012 -0.10831999999999999 -0.22491999999999998 0.085770000000000027 -0.08824499999999999 -0.023539999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 11 -9 -10 -7 -5 -13
right_child=1 -3 -4 4 -6 10 -8 8 9 -11 -12 12 -14
leaf_value=-0.00080002936545144629 0.00093811597046176021 -0.00064948694490742629 -0.00059003857353094884 -0.0007072039143609846 -0.00068885265592101477 0.0011259672052133945 -0.00078415764593934038 0.0011293680164438278 0.00067853319057891088 -0.00037594800046885046 0.00020072702457037903 0.00043832580469995922 -0.00027089119244881426
leaf_weight=0.0011489649790398506 0.0012918590237178387 0.0011327799346430604 0.0010860428553906972 0.0010915179665944054 0.0010474664987041192 0.0012292628524712143 0.0010215792836369463 0.0011124587758049032 0.0012443633052825476 0.0015582566531927751 0.0010172622279795984 0.0010790967455320043 0.0012457135117273858
leaf_count=503 268 193 75 278 57 181 363 122 48 387 57 380 209
internal_value=0 5.14304e-05 0.000108043 0.000166638 8.10668e-05 0.000157152 9.26996e-06 0.000119828 0.000386938 9.22417e-05 0.000707004 -0.000186277 5.83029e-05
internal_weight=0 0.0151577 0.0140249 0.0129388 0.011647 0.0105995 0.00835299 0.00733141 0.00391508 0.00280262 0.00224653 0.00341633 0.00232481
internal_count=3121 2618 2425 2350 2082 2025 1787 1424 557 435 238 867 589
is_linear=0
shrinkage=0.00196078


Tree=3285
num_leaves=11
num_cat=0
split_feature=47 50 4 3 484 43 2 16 48 13
split_gain=3.20583e-05 7.89095e-05 9.36785e-05 4.91994e-05 4.43552e-05 5.40915e-05 0.000117075 0.000107905 0.000103533 9.4915e-05
threshold=0.13148500000000005 0.088425000000000017 0.24564500000000003 -0.074939999999999993 0.084040000000000017 -0.074359999999999996 0.089885000000000007 0.15891500000000003 0.087380000000000013 -0.0034749999999999994
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 9 -7 8 -8 -1
right_child=-2 -3 3 -5 -6 6 7 -9 -10 -11
leaf_value=0.026674501140940932 -0.015934213331520487 -0.02119958307086427 0.036895304450804293 0.0079204022393766504 0.017908194571221853 -0.032567778212848987 0.033676884471239107 -0.023900586872708511 -0.0079169034469258239 -0.010547552287257126
leaf_weight=0.0012211868328013582 0.0010386067766660094 0.0012266598829934932 0.00100592451231667 0.0010780666318739593 0.001011885806656317 0.0013478111965577817 0.0010600553574564775 0.0010668992666988107 0.0010655626190175377 0.0012121331365086557
leaf_count=458 65 532 129 257 257 624 284 186 93 236
internal_value=0 0.0013657 0.00411458 0.0219063 -0.000528552 -0.00320375 -0.00927936 0.000552507 0.0128261 0.00813272
internal_weight=0 0.0112962 0.0100695 0.00208399 0.00798553 0.00697365 0.00454033 0.00319252 0.00212562 0.00243332
internal_count=3121 3056 2524 386 2138 1881 1187 563 377 694
is_linear=0
shrinkage=0.0942322


Tree=3286
num_leaves=9
num_cat=0
split_feature=13 39 4 0 0 48 4 1
split_gain=3.12019e-05 8.24128e-05 6.56327e-05 7.49681e-05 8.88334e-05 9.58536e-05 0.00011879 7.22645e-05
threshold=-0.23438999999999996 0.091820000000000013 -0.27825499999999997 -0.060129999999999996 -0.083914999999999976 0.085845000000000019 0.25615500000000008 0.094715000000000008
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=0.012400501532094451 -0.024854113918407646 0.024064427718754632 0.0053959627366698187 0.018759132760950661 -0.0309005126284225 -0.018640170283321662 -0.018794335987101295 0.036725563479538897
leaf_weight=0.0016074456778630885 0.0012937827179448922 0.0010164774955673328 0.0016758384249392078 0.0013935478485176947 0.0010872869113780284 0.001913992675397381 0.001127918538562013 0.0011448006715536752
leaf_count=169 217 179 810 237 999 295 137 78
internal_value=0 -0.00196555 -0.00471105 -0.00158753 -0.00566735 -0.000987526 0.00756928 0.0181116
internal_weight=0 0.0106536 0.00963717 0.00834339 0.00694984 0.00586255 0.00394856 0.00282064
internal_count=3121 2952 2773 2556 2319 1320 1025 888
is_linear=0
shrinkage=0.0961169


Tree=3287
num_leaves=10
num_cat=0
split_feature=42 160 16 52 49 16 0 2 150
split_gain=3.23087e-05 8.81051e-05 0.000152796 0.000119044 0.000117955 0.000101268 0.000140784 8.3162e-05 5.31613e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.008904999999999998 0.10744000000000002 -0.043469999999999995 0.16703000000000004 -0.084269999999999984 0.10005000000000001 0.088380000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 8 6 7 -6 -3
right_child=1 3 -4 -5 5 -7 -8 -9 -10
leaf_value=-0.01043672147078108 -0.037478847537119934 0.033879558150297348 0.007764048553151345 0.033367653884477377 -0.025256157873922391 -0.029016900295744934 0.029449435845968003 0.0078648195846425465 0.0060772750283398817
leaf_weight=0.0019842683123745099 0.0010905992809601608 0.0010143993233082951 0.0012786610445343618 0.0011137953183605808 0.0013065849210919301 0.0011400011255021428 0.0010059261138131684 0.0011018108514465534 0.0011651992137711158
leaf_count=862 481 121 347 139 317 269 331 118 136
internal_value=0 0.00194553 -0.0130618 0.00647631 0.00202846 -0.0061017 0.00154941 -0.0101037 0.0190166
internal_weight=0 0.010217 0.00236926 0.00784772 0.00673392 0.00455432 0.00341432 0.0024084 0.0021796
internal_count=3121 2259 828 1431 1292 1035 766 435 257
is_linear=0
shrinkage=0.0887971


Tree=3288
num_leaves=14
num_cat=0
split_feature=484 41 457 50 16 2 3 160 4 0 13 13 15
split_gain=0.000216653 0.000164125 0.000157354 0.000147993 0.000118025 0.000323405 0.000331765 0.000164243 0.000138229 0.000240464 0.000168888 0.000127597 0.000109195
threshold=-0.0068949999999999992 0.078475000000000017 -0.0029299999999999994 0.099210000000000007 -0.014034999999999997 0.11263500000000001 0.090900000000000009 -0.081639999999999976 -0.49405499999999997 -0.019414999999999998 -0.008624999999999999 0.0076650000000000008 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 11 -6 -9 10 -10 12 -4
right_child=1 -3 3 -5 7 -7 -8 8 9 -11 -12 -13 -14
leaf_value=-0.00081714515070574066 -0.0006253616971060548 -0.00067317788674280143 -0.00034008730666310646 0.00087211087636961462 0.00096666449474665293 -0.00093361173237274631 0.001085155152916992 -0.00044392519555078598 0.00052979201451866466 0.00098718945333430962 -0.00044159560845384805 -0.00073334999841871468 0.00047064155583632174
leaf_weight=0.001188322309902067 0.0010486639589513879 0.0011174844623733768 0.0011996672142777257 0.0010444049169149169 0.001130629983736824 0.0013634935427441182 0.0011148540240469851 0.0011938622094308515 0.0012236048243637145 0.0013661125288157326 0.001572450533100091 0.0010026668519896136 0.001365997586279411
leaf_count=503 154 133 231 212 169 201 72 103 262 79 180 154 668
internal_value=0 5.11072e-05 0.000106444 0.000162964 0.000103871 -9.32059e-05 0.000151475 0.00028758 0.000144229 0.000312933 -1.64987e-05 -0.000140234 9.15566e-05
internal_weight=0 0.0157439 0.0146264 0.0135777 0.0125333 0.00604668 0.00468319 0.00648666 0.00535603 0.00416217 0.00279606 0.00356833 0.00256566
internal_count=3121 2618 2485 2331 2119 1326 1125 793 624 521 442 1053 899
is_linear=0
shrinkage=0.00196078


Tree=3289
num_leaves=12
num_cat=0
split_feature=484 15 133 52 52 49 160 47 16 15 1
split_gain=0.000207642 0.000103251 6.28249e-05 0.000116679 0.000214574 0.000121011 0.000158593 0.000170561 0.000331086 0.00014854 0.000131208
threshold=-0.0068949999999999992 -0.24436499999999997 0.10622000000000002 0.091275000000000009 0.11434500000000002 -0.043469999999999995 -0.025879999999999997 0.10980000000000002 -0.056919999999999991 -0.055554999999999993 0.097115000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 10 -7 8 9 -8 -3
right_child=1 2 -4 4 -6 6 7 -9 -10 -11 -12
leaf_value=-0.00082765622893161733 0.00061371462623554726 -8.0483846216816449e-05 -0.00043482217768949541 0.0010997398727976273 -7.1017900393950575e-05 0.00040779442208553591 -0.00063743157020112703 0.00027738821574123634 -0.001374812914916052 0.00029267284414058421 0.00071981242031927517
leaf_weight=0.0010876690606874727 0.0011911074324954677 0.0018148326621407803 0.0011130259140564478 0.0010581852281540396 0.0013957181499511771 0.0013199924470651981 0.0012826285692941362 0.0012485940514536673 0.0012764497168853365 0.0013602399347921847 0.0013915465201164512
leaf_count=503 232 157 355 142 293 195 119 81 398 461 185
internal_value=0 6.07166e-05 1.10469e-05 5.18978e-05 0.000433842 -4.47835e-05 -0.00019879 -0.000353724 -0.000554781 -0.000158722 0.000266839
internal_weight=0 0.0144523 0.0132612 0.0121482 0.0024539 0.00969428 0.0064879 0.00516791 0.00391932 0.00264287 0.00320638
internal_count=3121 2618 2386 2031 435 1596 1254 1059 978 580 342
is_linear=0
shrinkage=0.00196078


Tree=3290
num_leaves=13
num_cat=0
split_feature=484 42 43 40 133 48 4 0 12 52 4 3
split_gain=0.000257347 0.000151844 0.000173069 0.000196906 0.000208631 0.000140489 0.000189671 0.000237059 0.000180452 0.000189712 0.000170681 0.000154374
threshold=-0.0068949999999999992 -0.11466499999999999 0.16180500000000003 -0.03549999999999999 0.091410000000000005 0.11951500000000001 0.09173000000000002 -0.11756999999999999 0.091545000000000015 0.077655000000000016 -0.04890499999999999 0.090900000000000009
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=-0.00089137021502400744 -0.00064789646237943229 0.00088022411052324895 -0.00065303022305338075 -0.00060277567115417049 -0.00069281443019865354 -0.00050147457129146597 0.00015672395700071961 0.0012871108847818005 -0.00057070265965449398 0.00091963713163338828 -8.8104560648602775e-05 0.00083022101344834185
leaf_weight=0.0011356164960803833 0.0010437950651329469 0.001308788764497062 0.0010089190547823831 0.0011148588309743569 0.0011253210300113054 0.0010076131131242514 0.00149335751551153 0.0012674707473742716 0.0012866539819929249 0.001156007119553 0.0016579356486072245 0.001142687127633657
leaf_count=503 151 261 186 218 426 55 107 137 324 399 292 62
internal_value=0 5.86313e-05 0.000112978 0.000174507 9.242e-05 0.000179679 0.000254945 0.000675674 7.22556e-05 0.000235376 3.33551e-05 0.000286583
internal_weight=0 0.0146134 0.0135696 0.0125607 0.0112519 0.0101266 0.00911897 0.00276083 0.00635814 0.00507149 0.00391548 0.00280062
internal_count=3121 2618 2467 2281 2020 1594 1539 244 1295 971 572 354
is_linear=0
shrinkage=0.00192234


Tree=3291
num_leaves=10
num_cat=0
split_feature=41 15 3 3 42 15 16 0 4
split_gain=3.83905e-05 5.11163e-05 7.98223e-05 0.000115241 8.68734e-05 6.112e-05 7.38945e-05 4.72047e-05 4.52198e-05
threshold=1.0000000180025095e-35 0.095175000000000023 -0.10519499999999998 -0.078934999999999991 0.08623500000000002 -0.016799999999999995 -0.056919999999999991 -0.23001499999999997 -0.059649999999999988
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 -5 -7
right_child=-2 -3 3 4 -6 8 -8 -9 -10
leaf_value=0.02217389146920264 -0.017402903169036261 -0.017742636868247588 -0.027632276948033638 -0.0097012152139038226 0.026463757624205973 -0.00058985661987563079 -0.025030569910517091 0.015431208276058012 0.025250778119881415
leaf_weight=0.0016358005342633651 0.0010028131809363206 0.0010711749787471201 0.0011267302902408863 0.0014011500666226697 0.001233619220409799 0.0012349333996238866 0.0013377708407503039 0.0011708517047227431 0.0010865188659632185
leaf_count=263 173 369 1240 83 373 113 213 221 73
internal_value=0 0.00145818 0.0034692 -9.20994e-05 0.00406477 -0.000369647 -0.00741996 0.00173981 0.0115044
internal_weight=0 0.0112985 0.0102274 0.00859157 0.00746484 0.00623122 0.00390977 0.002572 0.00232145
internal_count=3121 2948 2579 2316 1076 703 517 304 186
is_linear=0
shrinkage=0.0923845


Tree=3292
num_leaves=12
num_cat=0
split_feature=484 41 51 16 160 2 13 13 3 15 16
split_gain=0.000157701 0.000133272 0.000104675 0.000143861 0.000165289 0.000153658 0.000116348 0.000113343 0.000105273 7.95695e-05 1.5959e-05
threshold=-0.0068949999999999992 0.078475000000000017 0.091630000000000003 -0.014034999999999997 -0.081639999999999976 0.10774000000000002 -0.076599999999999988 0.043850000000000007 -0.08824499999999999 -1.0000000180025095e-35 -0.095564999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 8 -6 -8 -2 10 -10
right_child=1 -3 -4 4 6 -7 7 -9 9 -11 -12
leaf_value=-0.00071812922202708397 -0.00051901085687376951 -0.00061531765033869337 0.00056249478266551245 0.00095861659983705202 0.000499620306978299 -0.00068432268560673719 -0.0005095518145895601 0.00024536766059335039 0.00010004558625452368 0.00052371272353470704 -0.00024174930874331708
leaf_weight=0.0010751170281363019 0.0010584408997390878 0.0010467882279936455 0.0015744173097350404 0.0010132238606804875 0.0017159704065903784 0.0015896321941170346 0.0014629658641843175 0.0014768646158017516 0.0010109403664878061 0.0014161919296702724 0.0010083258141453369
leaf_count=503 291 133 253 201 188 229 305 146 187 560 125
internal_value=0 4.51469e-05 9.70242e-05 3.46679e-05 0.00025499 -0.000170642 0.000101863 -0.000130308 1.10624e-05 0.000174374 -7.06306e-05
internal_weight=0 0.0143738 0.013327 0.0117526 0.00566902 0.00608353 0.0046558 0.00293983 0.0044939 0.00343546 0.00201927
internal_count=3121 2618 2485 2232 840 1392 639 451 1163 872 312
is_linear=0
shrinkage=0.00192234


Tree=3293
num_leaves=10
num_cat=0
split_feature=1 4 2 15 15 16 0 2 16
split_gain=3.23554e-05 7.50594e-05 6.88364e-05 5.66997e-05 0.00011217 0.00011383 0.000129884 0.000103421 9.04552e-05
threshold=0.077565000000000009 -0.029144999999999997 0.097220000000000015 1.0000000180025095e-35 -0.016799999999999995 -0.056919999999999991 -0.20211999999999997 1.0000000180025095e-35 0.051380000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -2 -8 -7
right_child=3 -3 -4 -5 -6 8 7 -9 -10
leaf_value=-0.01684179666311068 -0.0088761117375342133 -0.028856839469130098 0.014898740726313099 -0.01155680411331522 0.035131748188696105 -0.036191619374177982 0.0061076358206468891 0.047012264615779467 0.0035569559815749573
leaf_weight=0.0010649919792326368 0.0016132828316435255 0.0010470469474139414 0.0014099752483292868 0.0018728289093161415 0.001060040035146181 0.0010101563230834839 0.0011096699834229212 0.0010860404587412261 0.0010234539686523529
leaf_count=708 99 766 162 433 224 173 176 222 158
internal_value=0 -0.00770695 0.00124061 0.00298483 0.00693028 0.00181361 0.0114243 0.0263398 -0.0161874
internal_weight=0 0.00352201 0.00247497 0.00877547 0.00690264 0.0058426 0.00380899 0.00219571 0.00203361
internal_count=3121 1636 870 1485 1052 828 497 398 331
is_linear=0
shrinkage=0.0942322


Tree=3294
num_leaves=10
num_cat=0
split_feature=15 16 2 40 47 4 4 13 16
split_gain=3.28344e-05 3.61063e-05 9.15487e-05 9.44265e-05 0.000138154 0.000132888 6.70669e-05 4.5789e-05 1.13216e-05
threshold=-0.24436499999999997 -0.36241499999999999 0.10981000000000002 -1.0000000180025095e-35 0.092165000000000011 -0.084369999999999987 -0.0016099999999999997 -0.033284999999999988 0.033715000000000009
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 7 -7 -4
right_child=1 2 8 4 -6 6 -8 -9 -10
leaf_value=0.01478450344077218 -0.013725666706051147 -0.029835858961393243 0.024774538273791488 -0.028068015312708448 0.027265225664491813 0.00048518326431309418 -0.013002493299561459 0.028331184416399171 0.011109370174938406
leaf_weight=0.001151177706137361 0.0017645021359493787 0.0010495095068711133 0.0010164257674006609 0.0016697692228512416 0.0012723871427968254 0.0010103180551305545 0.001229209096291331 0.0010057104427398341 0.0010541068005289521
leaf_count=253 248 161 195 499 203 791 275 323 173
internal_value=0 -0.00160901 0.000688064 -0.00421283 0.000133366 -0.00689048 0.00400599 0.0143764 0.0178176
internal_weight=0 0.0110719 0.00930744 0.0072369 0.00618739 0.00491501 0.00324524 0.00201603 0.00207053
internal_count=3121 2868 2620 2252 2091 1888 1389 1114 368
is_linear=0
shrinkage=0.0923845


Tree=3295
num_leaves=9
num_cat=0
split_feature=47 50 4 16 48 15 16 15
split_gain=3.62659e-05 7.84855e-05 8.13344e-05 4.97047e-05 9.77257e-05 9.25668e-05 9.12882e-05 4.18552e-05
threshold=0.13148500000000005 0.088425000000000017 0.24564500000000003 -0.094359999999999986 0.084855000000000014 -0.0088349999999999974 0.15273500000000004 -0.15914499999999995
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=-0.013942113956352899 -0.017543201231995341 -0.021777196985211664 0.034792666615318414 -0.029272120957152713 0.023412294397577464 0.021023716312129442 -0.010847294454901854 0.0073602972527907181
leaf_weight=0.0018439637951625561 0.0010056321382182114 0.0011935527516469266 0.0010474380575385782 0.0010000855405700782 0.0017272784924885322 0.001560607292286101 0.0017741723618793725 0.0010086289640699622
leaf_count=286 65 532 236 449 343 885 175 150
internal_value=0 0.00151453 0.00430508 -0.000123832 0.00407937 -0.00362406 0.00406767 0.0213354
internal_weight=0 0.0111557 0.00996217 0.00790611 0.00606214 0.00433487 0.00333478 0.00205607
internal_count=3121 3056 2524 2138 1852 1509 1060 386
is_linear=0
shrinkage=0.0961169


Tree=3296
num_leaves=9
num_cat=0
split_feature=11 13 160 51 1 151 48 43
split_gain=3.47408e-05 5.12137e-05 0.000102359 7.45903e-05 6.77549e-05 6.58421e-05 0.000131409 7.19809e-05
threshold=0.079915000000000014 -0.084034999999999985 -0.081069999999999989 -0.010009999999999998 0.08844500000000001 -0.0083949999999999979 0.092475000000000016 -0.15582499999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 -1 -5 7 -7
right_child=-2 2 3 5 -6 6 -8 -9
leaf_value=-0.00050029359463501513 -0.016491684965245126 0.022637358284296017 -0.027589824160427066 -0.022506043969686858 0.02773316553863104 0.011679841233477713 0.034085404156756108 -0.020366453141666296
leaf_weight=0.0018774054810944451 0.0011215187681117003 0.0012698739742860853 0.0014271949297063897 0.0011687439507747418 0.0014464081272231137 0.0011562212146030097 0.0010256280481636543 0.0016142806037679853
leaf_count=591 199 374 349 219 276 105 99 909
internal_value=0 0.00162276 -0.00278611 -0.00783684 0.0117859 -0.00215867 0.00410583 -0.00699248
internal_weight=0 0.0109858 0.00766194 0.00639207 0.00332381 0.00496487 0.00379613 0.0027705
internal_count=3121 2922 2055 1681 867 1332 1113 1014
is_linear=0
shrinkage=0.0980392


Tree=3297
num_leaves=12
num_cat=0
split_feature=484 133 133 15 12 151 12 4 3 3 15
split_gain=0.000181722 0.000146105 0.000112713 0.000151545 0.000117747 0.000169572 0.000168853 0.000160703 0.000121924 0.00010218 9.73202e-05
threshold=-0.0068949999999999992 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 -0.040564999999999997 -0.044604999999999992 1.0000000180025095e-35 0.0061450000000000003 -0.10519499999999998 -0.078724999999999976 -0.095869999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 -7 -8 -5 -9
right_child=1 -3 -4 9 5 6 8 10 -10 -11 -12
leaf_value=-0.00078607237303737298 -0.00044451023431435168 -0.00063854228053851329 0.00061170172575146563 -4.9816276070740763e-05 -0.00032069485425122532 0.00017103194065866295 0.00043331722936152393 0.00060320876029351157 -0.00036292452497294905 -0.00086610266642866995 0.0014465290070202279
leaf_weight=0.0010683783334300171 0.0011012434238152529 0.001087931503630392 0.001517924060064635 0.0014007795835575458 0.0016633024928387778 0.0014779094306600609 0.0014731347139446435 0.0010786934510272628 0.0014843592977967566 0.0010180717315447635 0.001027020332225792
leaf_count=503 200 371 418 552 181 120 145 78 313 213 27
internal_value=0 5.22003e-05 0.000108948 4.38588e-05 0.000157513 0.00023832 0.000380468 0.000666661 3.36854e-05 -0.000393384 0.00101452
internal_weight=0 0.0143304 0.0132424 0.0117245 0.00930566 0.00820442 0.00654112 0.00358362 0.00295749 0.00241885 0.00210571
internal_count=3121 2618 2247 1829 1064 864 683 225 458 765 105
is_linear=0
shrinkage=0.00196078


Tree=3298
num_leaves=10
num_cat=0
split_feature=48 4 42 43 4 4 52 49 4
split_gain=4.02792e-05 8.00381e-05 6.22803e-05 7.0273e-05 6.84121e-05 6.72169e-05 9.22474e-05 6.69332e-05 8.20029e-05
threshold=0.12474000000000002 0.36766000000000004 0.091735000000000025 0.12450000000000001 0.055260000000000011 0.0061450000000000003 -0.088204999999999992 -0.006494999999999999 -0.084369999999999987
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=-0.027289154117854094 -0.018111138071566595 0.021722638041928956 -0.021676589292547684 0.024354142775876574 -0.018926963000499574 0.023839963471501004 -0.015431778089121655 -0.0030078019977788223 0.030572784268924222
leaf_weight=0.0010072005496148898 0.0010055143058848833 0.0015135647079285554 0.0011997160795144341 0.0010281556228312495 0.0016378664508419332 0.0011008768337439643 0.0010240553274869606 0.0013521218420096751 0.0012360124295423174
leaf_count=438 102 308 534 167 218 107 246 338 663
internal_value=0 0.00158479 -0.00159484 0.001278 -0.00194644 0.00291554 -0.0020711 0.00496055 0.0130292
internal_weight=0 0.0110996 0.00958601 0.00838629 0.00735813 0.00572027 0.00461939 0.00361219 0.00258813
internal_count=3121 3019 2711 2177 2010 1792 1685 1247 1001
is_linear=0
shrinkage=0.0942322


Tree=3299
num_leaves=12
num_cat=0
split_feature=484 133 3 3 0 42 13 43 3 0 12
split_gain=0.000199206 0.000144791 0.000132323 8.61285e-05 0.000108184 0.000160496 0.00015992 9.77549e-05 0.000131895 7.43769e-05 0.000113548
threshold=-0.0068949999999999992 0.10622000000000002 0.16158000000000003 0.12178000000000001 -0.10607499999999999 -0.088934999999999986 0.0061450000000000003 -0.072534999999999988 0.090900000000000009 -0.084269999999999984 0.088615000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 7 -6 9 -2 -9 -7 -11
right_child=1 -3 -4 -5 5 6 -8 8 -10 10 -12
leaf_value=-0.00083924497927564371 0.00087021791213920667 -0.00064138395494350441 0.00078046502485168694 -0.00042581368059444786 -0.00070448641910608853 -0.00051030950671496992 0.00067160605652813443 -0.00026440186126054611 0.00056129512299310047 0.00051915787976427046 -0.00031591875854272396
leaf_weight=0.0010315302204980314 0.0010690614995072581 0.0010614585926998045 0.0010461438166437511 0.0012875418736781894 0.0011699996180426784 0.0012082024182503291 0.0013770851716878581 0.0013836855568178921 0.0016083227616396911 0.0011953551650040529 0.0013143660808301746
leaf_count=503 115 371 142 43 261 527 240 148 84 335 352
internal_value=0 5.42249e-05 0.000112548 5.2383e-05 0.000112009 -4.95773e-05 0.000100814 0.000361287 0.000179443 -0.000110603 8.18199e-05
internal_weight=0 0.0137212 0.0126598 0.0116136 0.0103261 0.00626501 0.00509501 0.00406107 0.00299201 0.00371792 0.00250972
internal_count=3121 2618 2247 2105 2062 1715 1454 347 232 1214 687
is_linear=0
shrinkage=0.00196078


Tree=3300
num_leaves=12
num_cat=0
split_feature=484 133 133 15 3 3 52 1 3 42 1
split_gain=0.000210945 0.000135271 0.000181446 0.000209313 0.000117285 0.000137841 0.000126513 0.000144842 0.000238921 8.35702e-05 7.88759e-05
threshold=-0.0068949999999999992 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 -0.13309499999999996 -0.077774999999999983 0.077655000000000016 0.11181500000000001 0.090900000000000009 0.081660000000000024 0.12958500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 8 -7 -5 -9
right_child=1 -3 -4 9 5 6 -8 10 -10 -11 -12
leaf_value=-0.00082807355228697714 0.00064373702187790576 -0.00060364347741299581 0.00073692654829336389 -0.00079560213329064378 -0.00058732190151112023 -0.00020553773283526344 0.00069087061021072971 -0.00077290522127087852 0.00086463557875131238 -5.6176154089005375e-05 3.0685643038109315e-06
leaf_weight=0.0011188525945648809 0.0015974478330002271 0.001104513362759677 0.0015680677246181973 0.0014097016711936373 0.0010865527163362093 0.0017544441178190813 0.0013949092297627563 0.0010105208322785664 0.0014775139270577498 0.00100774781642223 0.0010040111463391773
leaf_count=503 183 371 418 455 268 202 137 80 100 310 94
internal_value=0 5.57374e-05 0.000110451 2.67958e-05 0.000160082 6.0106e-05 0.000166027 2.64845e-05 0.0002837 -0.000487362 -0.000386172
internal_weight=0 0.0144154 0.0133109 0.0117428 0.0093254 0.00772795 0.0066414 0.00524649 0.00323196 0.00241745 0.00201453
internal_count=3121 2618 2247 1829 1064 881 613 476 302 765 174
is_linear=0
shrinkage=0.00196078


Tree=3301
num_leaves=10
num_cat=0
split_feature=159 1 49 2 42 15 42 13 2
split_gain=3.63756e-05 5.80863e-05 4.40279e-05 0.00010524 0.000166877 7.48403e-05 6.05412e-05 3.98496e-05 2.14663e-05
threshold=-0.032739999999999991 0.13146500000000003 -0.043469999999999995 0.11389000000000002 0.084050000000000014 -0.033689999999999991 -1.0000000180025095e-35 -0.13710499999999998 0.088225000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 6 -2 -4 -8 -9
right_child=1 -3 3 -5 -6 -7 7 8 -10
leaf_value=-0.017024791949780696 0.024996467664821866 0.022355673149026877 -0.0082333482288772415 -0.030174719850211078 -0.024965039468218025 -0.0082081977697255615 0.0024309363254134257 0.016418351843380478 0.036338831057269864
leaf_weight=0.0011042124611102362 0.0014491290052809557 0.0011636590818397 0.0011279765373686458 0.0012868953915839967 0.001724367448396916 0.0011867311079634376 0.0010217768806306537 0.0010730416586168198 0.0010087273595562607
leaf_count=421 226 216 669 249 782 143 44 186 185
internal_value=0 0.00163791 -0.000802542 -0.00475096 0.000742374 0.0100469 0.0112183 0.0182879 0.0260709
internal_weight=0 0.0110423 0.00987865 0.00724279 0.00595589 0.00263586 0.00423152 0.00310355 0.00208177
internal_count=3121 2700 2484 2115 1866 369 1084 415 371
is_linear=0
shrinkage=0.0980392


Tree=3302
num_leaves=12
num_cat=0
split_feature=484 42 43 15 131 151 133 15 2 4 3
split_gain=0.000202429 0.000111373 0.000154313 0.000129488 9.26888e-05 0.00010766 0.000140266 8.09646e-05 0.000112161 9.15238e-05 5.57492e-05
threshold=-0.0068949999999999992 -0.11466499999999999 -0.17390999999999998 -0.24436499999999997 0.08844500000000001 -0.085604999999999987 0.083950000000000011 1.0000000180025095e-35 0.089885000000000007 -0.064804999999999988 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 7 8 10 -10 -7
right_child=1 2 3 4 -6 6 -8 -9 9 -11 -12
leaf_value=-0.00082070187478349506 -0.00056310087611829225 0.00063917130900898616 0.00068370190098500914 0.00061320702770277882 -0.00057461715858559976 -0.0007277288226178538 0.00044933750373826525 -0.00056466854342979958 -0.00024170975119935757 0.0004478203408442333 -9.213515209388089e-05
leaf_weight=0.0010959045284984438 0.001046487324257884 0.001778054503837675 0.0010289661814584664 0.0010420822963741637 0.0011339078369553947 0.0010572035682800034 0.0017013130871299581 0.0016076452364950922 0.001220840238589491 0.0018794478134361316 0.0010650871543063573
leaf_count=503 151 134 219 190 335 143 437 563 141 241 64
internal_value=0 5.31496e-05 0.000100868 1.93166e-05 -4.45292e-05 1.82549e-05 -5.44153e-05 -0.000179893 -6.14492e-05 0.000176295 -0.000408751
internal_weight=0 0.014561 0.0135145 0.0117365 0.0107075 0.00957362 0.00853154 0.00683022 0.00522258 0.00310029 0.00212229
internal_count=3121 2618 2467 2333 2114 1779 1589 1152 589 382 207
is_linear=0
shrinkage=0.00196078


Tree=3303
num_leaves=13
num_cat=0
split_feature=484 1374 133 133 457 1 15 3 47 15 0 0
split_gain=0.000297227 0.000176141 0.000198785 0.00018988 0.000169402 0.000159077 0.000192397 0.000194141 0.000212619 0.000129869 0.000128487 2.27003e-05
threshold=-0.0068949999999999992 -0.08070999999999999 0.10622000000000002 0.083950000000000011 0.045365000000000009 0.12811000000000003 1.0000000180025095e-35 -0.10519499999999998 0.092530000000000015 -0.010414999999999999 -0.087974999999999984 -0.14920999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 9 10 -3 11 -9
right_child=1 2 -4 -5 -6 -7 -8 8 -10 -11 -12 -13
leaf_value=-0.00094301139190319913 -0.00073309090531177503 0.00098234501889220781 -0.00066408324342871348 0.00079085658142830962 0.0008030225417274264 0.00052596258234532728 -0.00066851529955836222 0.0001405342926626279 -0.00095131324576685659 1.7251788003077393e-05 -0.00047496166629193616 0.00054315132728317058
leaf_weight=0.0012261167472126392 0.0010045355420533744 0.001154929371053881 0.0011529322357729911 0.0017274643640978393 0.0011602870054097337 0.0018889977017401078 0.0018164371667675943 0.0010789984706303102 0.0010550909165927746 0.0010004526576636889 0.0011300866487576186 0.0010746240506549747
leaf_count=503 58 84 368 394 136 177 711 51 124 103 234 178
internal_value=0 6.04617e-05 0.00011644 0.000185201 9.31004e-05 1.23411e-05 -0.000104405 5.33783e-05 -0.00018557 0.000534383 6.04718e-05 0.000341434
internal_weight=0 0.0152448 0.0142403 0.0130874 0.0113599 0.0101996 0.00831062 0.00649418 0.0043388 0.00215538 0.00328371 0.00215362
internal_count=3121 2618 2560 2192 1798 1662 1485 774 587 187 463 229
is_linear=0
shrinkage=0.00196078


Tree=3304
num_leaves=10
num_cat=0
split_feature=14 15 16 2 48 2 42 3 1
split_gain=3.59663e-05 6.54467e-05 4.2088e-05 0.000126762 8.73391e-05 8.94108e-05 7.31248e-05 0.000128941 6.49155e-05
threshold=-0.074569999999999984 -0.10653 -0.094359999999999986 0.092875000000000013 0.091545000000000015 0.10981000000000002 0.086325000000000013 0.083060000000000009 0.08844500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 8 -4
right_child=1 2 4 -5 -6 -7 -8 -9 -10
leaf_value=-0.01759569337539172 0.019866230083183979 0.007631184083217642 -0.0055297781711958569 -0.036368451500933409 0.023771421958727869 0.022533059250698838 -0.032118767134537707 -0.026772687629918961 0.028238966546759239
leaf_weight=0.001030422318390547 0.0016052342808372698 0.0013861471532086822 0.0010471473200070005 0.0011527016025443689 0.0014551585938024289 0.0010534933339403987 0.0010313073930952633 0.0013084598248233326 0.0011459656211212526
leaf_count=149 388 241 754 182 178 235 661 105 228
internal_value=0 0.00154579 -0.00152388 -0.0123458 0.00237799 -0.00319465 -0.00917406 -0.00241623 0.0121154
internal_weight=0 0.0111856 0.00958038 0.00253885 0.00704153 0.00558637 0.00453288 0.00350157 0.00219311
internal_count=3121 2972 2584 423 2161 1983 1748 1087 982
is_linear=0
shrinkage=0.0980392


Tree=3305
num_leaves=9
num_cat=0
split_feature=0 1 13 47 15 4 47 4
split_gain=4.14521e-05 7.82911e-05 8.67397e-05 8.45891e-05 7.90961e-05 0.000162596 7.80692e-05 9.11315e-05
threshold=-0.060129999999999996 0.085110000000000005 -0.094514999999999988 0.092530000000000015 -0.095244999999999982 0.0061450000000000003 0.085270000000000026 -0.27825499999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 7 -2
right_child=6 2 3 -5 5 -7 -8 -9
leaf_value=-0.022854689385352404 -0.014650747313715774 0.022869864083381073 0.016925796056089112 -0.028116700966222818 -0.037877735050630218 0.014171336238422271 0.03098715717571339 0.018536985416297811
leaf_weight=0.0016338626199468116 0.0017062273494788151 0.0013011927892576935 0.0017546448406852971 0.0011314467283602588 0.0010490045985783103 0.0011761618886001468 0.0010109194145853095 0.001384750829519968
leaf_count=1544 204 178 151 168 426 81 87 282
internal_value=0 -0.00407183 0.000713952 -0.00492636 0.00166657 -0.010366 0.00780057 0.000217278
internal_weight=0 0.00804631 0.00641245 0.00511126 0.00397981 0.00222517 0.0041019 0.00309098
internal_count=3121 2548 1004 826 658 507 573 486
is_linear=0
shrinkage=0.0961169


Tree=3306
num_leaves=9
num_cat=0
split_feature=0 12 157 160 52 42 0 2
split_gain=3.56856e-05 8.934e-05 5.74358e-05 0.000138266 0.000145874 0.00010842 0.000162198 5.31584e-05
threshold=-0.019414999999999998 0.082850000000000021 -0.06266999999999999 -1.0000000180025095e-35 0.077655000000000016 0.08623500000000002 -0.10151999999999999 0.11093500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 6 7 -5
right_child=1 -3 3 4 -6 -7 -8 -9
leaf_value=0.018447463953646721 0.029365066519744579 -0.005348049840610547 -0.035911608854720015 0.0062403605230407014 0.032487333900196126 0.013980549755176916 -0.047971954193838838 -0.021085299584510605
leaf_weight=0.0010553981943257481 0.0012380326172067946 0.0016791552977860221 0.0012459741107013738 0.0019054169217788365 0.001089737964075718 0.0017226323719471441 0.0010774568082846424 0.001067712657784348
leaf_count=382 195 170 591 196 600 440 444 103
internal_value=0 0.00938394 -0.00306621 -0.00586627 -0.000411518 -0.00662142 -0.015383 -0.00357285
internal_weight=0 0.00291719 0.00916433 0.00810893 0.00686296 0.00577322 0.00405059 0.00297313
internal_count=3121 365 2756 2374 1783 1183 743 299
is_linear=0
shrinkage=0.0980392


Tree=3307
num_leaves=10
num_cat=0
split_feature=48 16 50 16 1 16 15 48 16
split_gain=3.5015e-05 8.84871e-05 6.19775e-05 4.22747e-05 9.86052e-05 7.70928e-05 9.48886e-05 6.17723e-05 5.00595e-05
threshold=0.11951500000000001 -0.5048999999999999 0.088425000000000017 0.0057500000000000008 0.077565000000000009 0.13751500000000003 -0.0040799999999999994 0.085130000000000025 -0.061854999999999993
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5 -7 8 -6
right_child=-2 2 -4 5 7 6 -8 -9 -10
leaf_value=0.026437728530720402 -0.016575118626111485 -0.031310951787713613 -0.022487899481017804 0.031545439059182459 0.023875871646782908 0.021258768620090143 -0.012960231573904541 -0.016415000165025347 -0.0040686885361439652
leaf_weight=0.0011795620661023297 0.0010791127558990666 0.0010231310363493194 0.0011406983945251295 0.0010045959539510246 0.0013119458617823496 0.0012591902339577591 0.001846458148300622 0.0010821690266058573 0.0010795616123176078
leaf_count=192 114 1065 521 205 222 284 188 166 164
internal_value=0 0.00157351 -0.00143528 0.00135484 -0.00508529 0.00840065 0.000913918 0.00263918 0.0112613
internal_weight=0 0.0109273 0.00974775 0.00860705 0.00449681 0.00411024 0.00310565 0.00347368 0.00239151
internal_count=3121 3007 2815 2294 1617 677 472 552 386
is_linear=0
shrinkage=0.0961169


Tree=3308
num_leaves=12
num_cat=0
split_feature=484 41 3 1 376 2 3 52 43 1 3
split_gain=0.000136208 0.000108617 0.000130369 0.000117622 0.000124996 0.00012654 0.000175792 0.000158427 0.000106642 9.70006e-05 8.92012e-05
threshold=-0.0068949999999999992 0.078475000000000017 -0.12018999999999998 0.13756000000000004 0.048375000000000008 0.10803500000000001 0.090900000000000009 -0.046924999999999988 -0.074359999999999996 0.088485000000000022 -0.08824499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 8 -7 10 -10 -4
right_child=1 -3 3 -5 -6 7 -8 -9 9 -11 -12
leaf_value=-0.00070346231784030038 0.00055615472141073909 -0.00057666297103325318 -0.00033181436172273379 0.00063117172053167407 0.00057771480630783095 9.1128359398689898e-05 0.00055873566076420581 -0.00087218893175809253 -6.4666953711622121e-05 -0.00086405452100029158 0.00043210253266216055
leaf_weight=0.0010373444238934481 0.0018983570878168795 0.0010425277502268413 0.0010153817483543434 0.0010330950317200749 0.0010501091211595559 0.0010894507337625512 0.0016814963807039451 0.0016511634049999309 0.0011300655405613101 0.0012068799048674506 0.0013951547738433544
leaf_count=503 209 133 187 135 137 154 124 185 710 232 412
internal_value=0 3.25515e-05 8.08456e-05 6.60555e-07 -6.30769e-05 -0.000136461 1.393e-05 -0.00048925 -0.000179033 -0.000477498 0.000110321
internal_weight=0 0.0141937 0.0131512 0.0112528 0.0102197 0.00916959 0.00642898 0.00274061 0.00474748 0.00233695 0.00241054
internal_count=3121 2618 2485 2276 2141 2004 1665 339 1541 942 599
is_linear=0
shrinkage=0.00196078


Tree=3309
num_leaves=12
num_cat=0
split_feature=484 41 457 133 457 133 15 160 52 0 4
split_gain=0.000190726 0.000153238 0.000142936 0.000151265 0.000118086 0.000157496 0.000166798 0.00015619 0.000201941 0.000170113 0.000237496
threshold=-0.0068949999999999992 0.078475000000000017 -0.0029299999999999994 0.10622000000000002 0.10378500000000002 0.083950000000000011 1.0000000180025095e-35 -0.080934999999999993 0.048770000000000008 -0.13027499999999997 0.09173000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 -4 9 -9 -11
right_child=1 -3 3 -5 -6 -7 -8 8 -10 10 -12
leaf_value=-0.00079618997673298279 -0.00060963893636494025 -0.00068164529648218563 -0.00017646907037782613 -0.00055098195129878712 -0.00036942144011350227 0.0009234617592144799 -0.00031847566758603173 0.00084797048431429361 0.0011807307255434635 -0.00054853948371493878 0.00061720816472282756
leaf_weight=0.0011159915613271508 0.0010084019115567016 0.0010367323156589984 0.0017304751548432445 0.0010599020078012012 0.0011615640757780534 0.0013164470637737095 0.0019008811710840177 0.0013789486263447153 0.0012794289894200242 0.0014245583526156977 0.0012717176336704407
leaf_count=503 154 133 211 354 71 330 728 117 72 308 140
internal_value=0 4.48792e-05 0.000100539 0.000157722 0.000223244 0.000290065 0.000197273 0.000335644 0.000501145 0.000287787 1.29364e-06
internal_weight=0 0.0145691 0.0135323 0.0125239 0.011464 0.0103025 0.00898601 0.00708513 0.00535465 0.00407522 0.00269628
internal_count=3121 2618 2485 2331 1977 1906 1576 848 637 565 448
is_linear=0
shrinkage=0.00196078


Tree=3310
num_leaves=9
num_cat=0
split_feature=13 39 160 157 151 12 13 15
split_gain=3.70327e-05 6.95631e-05 5.33908e-05 0.000121102 9.63277e-05 0.000100327 0.00016924 0.000190722
threshold=-0.47860499999999995 0.0046100000000000004 -1.0000000180025095e-35 -0.019454999999999997 -0.0083949999999999979 0.092355000000000007 -0.076384999999999995 -0.0040799999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 6 -6 -8
right_child=1 -3 4 -5 5 -7 7 -9
leaf_value=0.017807211578694776 0.0065046143109314834 0.017243123783312757 -0.023512903331040849 -0.04006378274297883 0.041448032815464414 -0.014207312884421204 0.022041182547795201 -0.031191049393265783
leaf_weight=0.0010186822566983248 0.0010010112394940179 0.0015901390314409123 0.0014518496960814909 0.0011572944492758766 0.0013648550139732469 0.0018449199164441744 0.0014886107419591456 0.0011441442459774465
leaf_count=85 304 340 236 563 367 633 152 441
internal_value=0 -0.0017287 -0.00492016 -0.0184656 -0.000912253 0.00470394 0.0134316 -0.00109251
internal_weight=0 0.0110428 0.00945269 0.00215831 0.00729438 0.00584253 0.00399761 0.00263275
internal_count=3121 3036 2696 867 1829 1593 960 593
is_linear=0
shrinkage=0.0980392


Tree=3311
num_leaves=9
num_cat=0
split_feature=0 12 47 42 15 15 16 0
split_gain=3.49589e-05 7.10111e-05 5.2907e-05 6.23964e-05 9.60361e-05 0.000127146 8.69637e-05 6.07605e-05
threshold=-0.019414999999999998 0.082850000000000021 0.087235000000000021 0.090835000000000013 0.024640000000000006 -0.0088349999999999974 -0.089669999999999986 -0.10151999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1 -4
right_child=1 -3 7 -5 -6 -7 -8 -9
leaf_value=0.013594126503548574 0.027287495841463352 -0.003786268331058459 -0.0019430604567011124 0.023724095300670097 -0.022133290768604871 0.034801304248136787 -0.021209180319112952 -0.032605178429299608
leaf_weight=0.0012880286969247721 0.001221179914369582 0.0016783841924124174 0.001449371995829063 0.0010316136561796503 0.0016750812777952106 0.0010647020630483125 0.0014864675219915912 0.0010870897365264183
leaf_count=301 195 170 99 578 804 142 568 264
internal_value=0 0.00930075 -0.00306375 0.00159412 -0.00254597 0.00600018 -0.00505214 -0.0150844
internal_weight=0 0.00289956 0.00908235 0.00654589 0.00551428 0.0038392 0.0027745 0.00253646
internal_count=3121 365 2756 2393 1815 1011 869 363
is_linear=0
shrinkage=0.0980392


Tree=3312
num_leaves=9
num_cat=0
split_feature=475 42 43 0 2 16 48 4
split_gain=3.52191e-05 5.69763e-05 6.85921e-05 0.000121041 8.46429e-05 8.254e-05 0.000101663 4.99116e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 -0.069444999999999993 0.089885000000000007 0.22339500000000004 0.092065000000000022 0.15285000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 6 7 -6
right_child=1 2 4 -5 5 -7 -8 -9
leaf_value=-0.015961188178162979 -0.013983468364503088 5.9660035543928343e-05 -0.017486236010230534 0.043560879175222875 0.042898001123898299 -0.016998602454120996 -0.0050024550963941672 0.012928380557505502
leaf_weight=0.0011618592877671577 0.0017939790149922854 0.0013845125567405435 0.0018891588496620943 0.0010309279549455671 0.0010042839373023947 0.0010565718720508548 0.0015540992976365627 0.0010502638894685876
leaf_count=501 809 501 561 161 218 107 128 135
internal_value=0 0.0016533 0.00478069 0.0186263 -0.000321747 0.00662893 0.0135468 0.0275778
internal_weight=0 0.0107638 0.00896982 0.00241544 0.00655438 0.00466522 0.00360865 0.00205455
internal_count=3121 2620 1811 662 1149 588 481 353
is_linear=0
shrinkage=0.0961169


Tree=3313
num_leaves=9
num_cat=0
split_feature=13 1 4 39 4 47 48 1
split_gain=3.05661e-05 6.07176e-05 0.000102298 4.66163e-05 5.55829e-05 9.47685e-05 0.000134529 9.55267e-05
threshold=-0.47860499999999995 1.0000000180025095e-35 -0.083854999999999985 0.0046100000000000004 -0.033174999999999989 0.092530000000000015 0.086035000000000014 0.10723500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 6 7 -6
right_child=1 3 -4 -5 5 -7 -8 -9
leaf_value=0.016291976138151518 0.0025749415417414849 -0.015220199708486573 -0.036833473090394253 0.020709094471099577 0.041560640857147606 -0.017453494691129282 -0.01528584134267945 0.0049024233921639458
leaf_weight=0.0010066018248300343 0.0014417715307401345 0.0018235812965328654 0.0011288272269904672 0.0011636260896814845 0.0014518266036293867 0.0013821652758877929 0.0011795347811426327 0.0012906589346773079
leaf_count=85 326 575 1272 279 174 164 87 159
internal_value=0 -0.00156614 -0.0147305 0.00251523 -0.000454963 0.00462133 0.0124008 0.0243087
internal_weight=0 0.010862 0.0025706 0.00829139 0.00712777 0.00530419 0.00392202 0.00274249
internal_count=3121 3036 1598 1438 1159 584 420 333
is_linear=0
shrinkage=0.0980392


Tree=3314
num_leaves=12
num_cat=0
split_feature=484 13 43 15 160 13 16 4 16 13 2
split_gain=0.000237518 0.000129265 0.000267542 0.000122459 8.20963e-05 0.000180345 0.000140295 0.000281757 0.000142957 0.000105771 9.81151e-05
threshold=-0.0068949999999999992 0.25761500000000009 -0.16318499999999997 -0.24436499999999997 -0.082299999999999984 -0.084034999999999985 0.083160000000000026 -0.0016099999999999997 -0.094359999999999986 -0.096404999999999991 0.097845000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 9 7 -7 -9 10 -6
right_child=1 -3 3 4 5 6 -8 8 -10 -11 -12
leaf_value=-0.00089761999796395182 0.00087706732799348831 -0.00056896845604127787 0.0006377981345865167 -0.00052985254535976877 -0.00031822944345613548 0.00056699826204630163 -0.00076837665852053387 -0.00094734284493041296 9.033572825856874e-06 0.00088460773679916924 0.00043905791723884864
leaf_weight=0.0010577922841335406 0.0015797565232359397 0.0011368759285876684 0.001104100403501603 0.001206669928902694 0.0010763981617059326 0.0017322321076709084 0.001328005515593202 0.001204757077326151 0.0011988878063914649 0.0010146701093237615 0.0016912926526692074
leaf_count=503 129 77 216 425 94 727 308 166 108 260 108
internal_value=0 6.53258e-05 0.000120219 1.67631e-05 -4.88344e-05 1.39403e-05 -0.0002139 -3.58606e-05 -0.000470322 0.000343071 0.000144537
internal_weight=0 0.0142736 0.0131368 0.011557 0.0104529 0.00924624 0.00546388 0.00413588 0.00240364 0.00378236 0.00276769
internal_count=3121 2618 2541 2412 2196 1771 1309 1001 274 462 202
is_linear=0
shrinkage=0.00196078


Tree=3315
num_leaves=9
num_cat=0
split_feature=475 42 43 0 2 16 13 2
split_gain=2.94238e-05 4.78847e-05 6.13595e-05 0.00010418 7.44465e-05 7.31197e-05 8.26243e-05 7.88203e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 -0.066689999999999985 0.089885000000000007 0.22339500000000004 -0.099939999999999987 0.11263500000000001
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=-0.014323457767804207 -0.01253286739970441 0.00047580574525210069 -0.01626858564470212 0.040235692031705322 0.034733919078687989 -0.015850855070643523 0.020665756612217211 -0.012563987404759754
leaf_weight=0.0011564985771502978 0.0017974103657645161 0.0013909498470352883 0.0018743657872257674 0.0010101762607899569 0.0010427838539993129 0.0010525566397804323 0.0012082719733463006 0.0013332529888775931
leaf_count=501 809 515 561 147 139 107 212 130
internal_value=0 0.00149788 0.00432754 0.0172032 -0.000420558 0.00598571 0.0123982 0.00323384
internal_weight=0 0.0107098 0.00891236 0.00240113 0.00651123 0.00463687 0.00358431 0.00254152
internal_count=3121 2620 1811 662 1149 588 481 342
is_linear=0
shrinkage=0.0942322


Tree=3316
num_leaves=11
num_cat=0
split_feature=484 457 42 133 160 133 2 4 52 49
split_gain=0.000147758 0.00012711 0.000119495 0.000133161 0.000161996 0.000402179 0.0002072 0.000224307 0.000178248 0.000181064
threshold=-0.0068949999999999992 -0.0029299999999999994 -0.11051499999999999 0.10622000000000002 -0.080409999999999995 -0.0061299999999999992 0.11411 0.076415000000000025 0.077655000000000016 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 7 8 9 -7
right_child=1 2 3 -5 5 6 -8 -9 -10 -11
leaf_value=-0.00071165862408331725 -0.00063070115725709223 -0.00055919467784973234 -0.00030259875567859479 -0.00052046768420681679 -0.0006725684737262992 0.00054642560237443745 -0.00014785288119874626 0.0012167108494797762 0.000919282655614396 -0.00045435275094573278
leaf_weight=0.0010844042921893142 0.0010125861234951171 0.0010077812892120295 0.001984683260758722 0.0010623952083574405 0.0013543956820600686 0.0015803702872773133 0.0015940940007259452 0.0018529792235552033 0.0016392885143799441 0.0012407268360438168
leaf_count=503 156 158 424 351 614 142 220 140 117 296
internal_value=0 3.90131e-05 8.99374e-05 0.000143084 0.000205766 0.000314702 0.000483802 0.000643292 0.000405076 0.00010628
internal_weight=0 0.0143293 0.0133167 0.0123089 0.0112465 0.00926185 0.00790746 0.00631336 0.00446039 0.0028211
internal_count=3121 2618 2462 2304 1953 1529 915 695 555 438
is_linear=0
shrinkage=0.00196078


Tree=3317
num_leaves=9
num_cat=0
split_feature=132 13 160 52 49 4 1 16
split_gain=2.96441e-05 7.48399e-05 6.14459e-05 8.1184e-05 0.000100117 0.00017779 7.32704e-05 6.4519e-05
threshold=0.081240000000000021 -0.23438999999999996 -1.0000000180025095e-35 0.096795000000000006 -0.081404999999999991 0.0052350000000000009 0.10672000000000002 -0.0007049999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 7 4 -4 -6 -7 -3
right_child=-2 2 3 -5 5 6 -8 -9
leaf_value=0.019435708916775579 0.016304359873198837 -0.036875512960651557 0.021189013351006352 0.025142204685267813 -0.03663406136642007 0.020886463829376339 -0.00960043089285742 -0.0018995896220939481
leaf_weight=0.0014662469862113938 0.0010138111924370167 0.0010851692305863523 0.0011935159231696579 0.0010556273419418186 0.0017617951990085506 0.0013269019531075583 0.0019421785996468328 0.0010261257965206744
leaf_count=138 321 602 127 227 1069 241 167 229
internal_value=0 -0.00157593 -0.00485644 -0.000500404 -0.00484927 -0.0110265 0.00277403 -0.0198766
internal_weight=0 0.0108576 0.00939131 0.00728002 0.00622439 0.00503088 0.00326908 0.0021113
internal_count=3121 2800 2662 1831 1604 1477 408 831
is_linear=0
shrinkage=0.1


Tree=3318
num_leaves=11
num_cat=0
split_feature=484 42 47 42 51 160 48 43 2 43
split_gain=0.000230834 9.10236e-05 0.000121773 0.000112027 9.98163e-05 0.000115586 9.56427e-05 6.92877e-05 0.000138618 0.000110679
threshold=-0.0068949999999999992 0.10194000000000002 0.10980000000000002 -0.088934999999999986 -0.076794999999999988 -0.027994999999999996 0.092065000000000022 -0.072534999999999988 0.089885000000000007 0.0010100000000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 7 -7 -9 -10
right_child=1 -3 -4 4 5 6 -8 8 9 -11
leaf_value=-0.00088728614251881851 -0.00054796350203626689 -0.00049969271826546418 0.00059876117229804211 -0.00037198932272554202 0.00073938293557362944 0.00060002662340500235 -0.00028128199892354716 -0.00036173139458322033 -8.6158201402495373e-05 0.00075219796919718195
leaf_weight=0.001065566558760501 0.0011530295474950153 0.001036099101885739 0.0016679939419566884 0.0014872256316834078 0.0012120903449873181 0.0013829641530753055 0.0019909553833695748 0.001579336246758942 0.0010822158327806267 0.0013742357538162435
leaf_count=503 340 320 119 319 343 293 138 453 181 112
internal_value=0 5.95084e-05 0.000104318 3.10871e-05 9.71333e-05 0.000178055 8.62322e-05 0.000221264 9.14716e-05 0.000382851
internal_weight=0 0.0139661 0.01293 0.0112621 0.010109 0.0086218 0.00740971 0.00541875 0.00403579 0.00245645
internal_count=3121 2618 2298 2179 1839 1520 1177 1039 746 293
is_linear=0
shrinkage=0.00196078


Tree=3319
num_leaves=12
num_cat=0
split_feature=484 1374 42 15 51 12 12 3 2 0 43
split_gain=0.000216897 0.000175682 0.00012126 0.000144568 0.000125165 0.000180192 0.000177156 0.000221555 0.000240773 0.000142425 9.48764e-05
threshold=-0.0068949999999999992 -0.08070999999999999 0.10256000000000001 0.095175000000000023 0.081440000000000026 0.10097500000000002 0.092355000000000007 0.10893000000000001 0.094835000000000017 -0.060129999999999996 -0.0037449999999999996
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 -3
right_child=1 2 -4 -5 -6 -7 -8 -9 -10 -11 -12
leaf_value=-0.00085127862298121329 -0.0007317104061694634 -0.00062814457655177808 -0.00052721464149311007 -0.00050172279687836518 0.00073780625518098813 0.00074212074214239352 -0.00070088404487054167 -0.0004622050253747593 0.0010024185434789512 0.00063869589797335355 0.00013390467033305153
leaf_weight=0.0010855294902767333 0.0010103632991664809 0.0010636334645563726 0.0010414685368232467 0.0011248370878720439 0.0016317663024449725 0.0016507370174218038 0.0010980812651930462 0.0017375380130920659 0.0015245638298493499 0.0011998043329251406 0.0015341050186022903
leaf_count=503 58 610 310 232 282 176 220 147 246 90 247
internal_value=0 5.71523e-05 0.00011573 0.000169021 0.000234971 0.000151317 3.17666e-05 0.000145726 0.0003442 7.99513e-05 -0.000178113
internal_weight=0 0.0146169 0.0136065 0.0125651 0.0114402 0.00980846 0.00815773 0.00705964 0.00532211 0.00379754 0.00259774
internal_count=3121 2618 2560 2250 2018 1736 1560 1340 1193 947 857
is_linear=0
shrinkage=0.00196078


Tree=3320
num_leaves=13
num_cat=0
split_feature=484 457 403 52 42 49 3 1 4 2 4 15
split_gain=0.000183168 0.000133133 0.000150615 0.000133267 0.000122946 0.00015768 0.000109282 0.000201646 0.000128084 0.00016556 0.000108492 6.80367e-05
threshold=-0.0068949999999999992 -0.0029299999999999994 -1.0000000180025095e-35 -0.38533999999999996 0.093505000000000019 -0.087004999999999985 0.12178000000000001 0.10752500000000002 -0.0016099999999999997 0.089885000000000007 -0.10429499999999998 -0.074054999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 7 8 10 -10 -7 -8
right_child=1 2 3 4 -6 6 11 -9 9 -11 -12 -13
leaf_value=-0.00078802794595450099 -0.00060788508537591051 -0.00062459481042393642 -0.00042126079388955047 -0.00039769366807157122 -0.000328401907721746 0.00019888468736208961 0.0004020560476171224 0.0012489975150466169 -0.00057928053887429333 0.00052969780421800467 0.00092186141633227958 -0.00027985050829834813
leaf_weight=0.0010655914917906744 0.0010815864478632862 0.0010016071727587577 0.0013295965982908385 0.0010772969571271685 0.0013126258576501267 0.0014206254300105643 0.0010224180249009396 0.0012086767475873849 0.0010249914199625862 0.0010454846308681001 0.0018208309176836778 0.0012506602125222366
leaf_count=503 156 698 265 101 286 95 100 131 120 125 483 58
internal_value=0 5.40643e-05 0.00010704 0.000165603 0.000235374 0.000310344 0.000397084 0.000526141 0.000361663 -1.93031e-05 0.000605004 2.68673e-05
internal_weight=0 0.0145964 0.0135148 0.0125132 0.0111836 0.00987098 0.00879369 0.00652061 0.00531193 0.00207048 0.00324146 0.00227308
internal_count=3121 2618 2462 1764 1499 1213 1112 954 823 245 578 158
is_linear=0
shrinkage=0.00196078


Tree=3321
num_leaves=9
num_cat=0
split_feature=376 1 42 484 42 3 151 16
split_gain=2.93018e-05 5.89026e-05 8.96557e-05 5.04833e-05 8.70306e-05 6.75835e-05 6.71985e-05 8.90752e-05
threshold=0.048375000000000008 0.12873500000000002 0.091735000000000025 0.084040000000000017 -1.0000000180025095e-35 -0.10831999999999999 -0.0083949999999999979 -0.083134999999999987
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=-0.030187920588943665 0.014529193225181904 0.017129492757194768 -0.029301883992418662 0.018448699023250303 0.02151610400161616 -0.023262803719859247 0.020008735334577019 -0.01148184497500751
leaf_weight=0.0010300141083097606 0.0011920404914020953 0.0013950523851106863 0.0012156773973610825 0.0011321644666375235 0.0011958013186849671 0.0013312099611282641 0.0015640100690656174 0.0019272450573831082
leaf_count=760 166 213 567 275 188 257 277 418
internal_value=0 -0.00166852 -0.00445948 -0.000767706 -0.00385444 0.000652488 -0.00452095 0.00262528
internal_weight=0 0.0107912 0.00939612 0.00818044 0.00704828 0.00601827 0.00482247 0.00349126
internal_count=3121 2955 2742 2175 1900 1140 952 695
is_linear=0
shrinkage=0.0980392


Tree=3322
num_leaves=9
num_cat=0
split_feature=11 159 4 1 52 42 49 16
split_gain=2.99607e-05 4.47622e-05 6.5483e-05 9.00745e-05 6.95202e-05 6.00182e-05 7.67477e-05 0.000114659
threshold=0.079915000000000014 0.090485000000000024 -0.083854999999999985 1.0000000180025095e-35 0.08734500000000002 0.090240000000000015 -0.006494999999999999 -0.032969999999999992
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 -5 -8
right_child=-2 -3 3 5 -6 -7 7 -9
leaf_value=0.033623791486969874 -0.015782075643290192 -0.018601199312551091 -0.026879322967536218 -0.016301970217051577 0.0019322732824712389 0.025821078218132856 -0.0051335423899452962 0.036674177257005496
leaf_weight=0.0012867534147933419 0.001099589146864261 0.0010012168726823067 0.001169707679398801 0.0019709085242596482 0.0014980356711290291 0.0010002321017380592 0.0019050474612546495 0.001000496430727638
leaf_count=316 199 366 1158 225 161 295 275 126
internal_value=0 0.00154218 0.0035936 -0.00153707 0.0165758 0.0035071 -0.00106982 0.00926255
internal_weight=0 0.0108324 0.00983118 0.00704639 0.00278479 0.00587668 0.00487645 0.00290554
internal_count=3121 2922 2556 2079 477 921 626 401
is_linear=0
shrinkage=0.1


Tree=3323
num_leaves=10
num_cat=0
split_feature=52 52 49 457 151 16 1 1 4
split_gain=2.91816e-05 7.95928e-05 5.20771e-05 0.000134109 9.00917e-05 5.90456e-05 0.000112498 9.13036e-05 3.95488e-05
threshold=-0.28430999999999995 -0.090859999999999982 -0.084294999999999995 0.045365000000000009 -0.0056149999999999993 -0.056919999999999991 0.089770000000000016 0.086455000000000018 0.24564500000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 -6 -7 -8
right_child=1 2 3 -5 5 7 8 -9 -10
leaf_value=-0.015027599343843921 0.027429108406309768 -0.022080672104375927 -0.031493022434373734 0.032740494110286712 -0.014451693178639131 0.0036270593672663616 0.0091107520465793825 -0.03314667819081743 0.035823599823078575
leaf_weight=0.0011719099013026276 0.001072953597121072 0.0010702927049711609 0.0010053407061898856 0.0011721545375828974 0.0012519755325059684 0.0018513324777558486 0.0010634128206397642 0.0010627441235321958 0.0011575058212564926
leaf_count=344 294 143 220 193 927 384 192 224 200
internal_value=0 0.00159351 -0.00128361 0.00131538 -0.00366751 0.000712357 0.00951983 -0.00978408 0.023033
internal_weight=0 0.0107077 0.00963476 0.00856447 0.00739231 0.00638697 0.00347289 0.00291408 0.00222092
internal_count=3121 2777 2483 2340 2147 1927 1319 608 392
is_linear=0
shrinkage=0.1


Tree=3324
num_leaves=12
num_cat=0
split_feature=484 15 15 15 42 43 52 13 43 49 4
split_gain=0.000170948 9.0464e-05 0.000138047 0.000115285 0.000164513 0.000226681 0.000126341 0.000143622 0.000165584 0.000221241 2.27881e-05
threshold=-0.0068949999999999992 -0.24436499999999997 -0.11713499999999999 -0.10091499999999999 -0.095859999999999987 -0.17390999999999998 0.11434500000000002 -0.095304999999999987 -0.074359999999999996 -0.043469999999999995 -0.077679999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 -6 7 10 -9 -10 -7
right_child=1 2 3 4 5 6 -8 8 9 -11 -12
leaf_value=-0.00077202391337896962 0.00061241836703361584 -0.00063299281313495919 0.00070660420629222809 -0.00073526377195447679 0.00084875845688533503 0.00067580735656872187 -0.00067975624487780792 0.00040047445585479478 0.00016187108795910046 -0.00082013333129524549 0.00027340227736561952
leaf_weight=0.0010345408356163916 0.0010330590903066426 0.0011694529039793103 0.001010473942307878 0.0010199294935933764 0.0013169914647215347 0.0011460505157399048 0.0010017802378377684 0.0016374054365447511 0.0016800523152572721 0.0018570443090928797 0.0010249247988942155
leaf_count=503 232 187 74 189 96 55 279 454 113 836 103
internal_value=0 5.41644e-05 9.3335e-06 7.35654e-05 1.36948e-05 9.27371e-05 -2.65444e-05 6.2541e-05 -0.000115051 -0.0003537 0.000485831
internal_weight=0 0.0138972 0.0128641 0.0116947 0.0106842 0.00966425 0.00834726 0.00734548 0.0051745 0.0035371 0.00217098
internal_count=3121 2618 2386 2199 2125 1936 1840 1561 1403 949 158
is_linear=0
shrinkage=0.00196078


Tree=3325
num_leaves=9
num_cat=0
split_feature=11 48 0 2 2 52 0 16
split_gain=2.60584e-05 3.65577e-05 0.000140663 6.04474e-05 0.00012054 7.30613e-05 6.58712e-05 8.4483e-05
threshold=0.079915000000000014 0.016865000000000002 -0.20211999999999997 0.11237500000000002 0.10136500000000002 -0.087769999999999987 -0.077809999999999976 -0.15241499999999997
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=-0.021776413521233523 -0.01479390306573123 -0.010755767535399802 0.031059296845874947 0.015714610710025605 -0.037660064189591724 0.015642313372960768 0.024963730661409014 -0.020836189385632389
leaf_weight=0.0012088701800716931 0.0010879841314524403 0.0015922818041238518 0.0016259751628390764 0.0014870235845579937 0.0010463232609225588 0.0012503678895645961 0.0012766895884665902 0.0012897866810606977
leaf_count=320 199 82 490 340 181 148 337 1024
internal_value=0 0.00144464 0.0103707 -0.0023556 -0.00678094 -0.000352092 0.00643341 -0.00287998
internal_weight=0 0.0107773 0.00321826 0.00755906 0.00607204 0.00502571 0.00381684 0.00254015
internal_count=3121 2922 572 2350 2010 1829 1509 1172
is_linear=0
shrinkage=0.1


Tree=3326
num_leaves=11
num_cat=0
split_feature=484 15 15 0 4 160 13 43 49 13
split_gain=0.000199747 0.000115092 0.000105704 8.95163e-05 0.000145861 0.000143858 7.97418e-05 0.000118652 7.72713e-05 4.13295e-05
threshold=-0.0068949999999999992 -0.24436499999999997 -0.11713499999999999 -0.10096999999999999 -0.0029599999999999995 0.086325000000000013 -0.076384999999999995 -0.17390999999999998 -0.006494999999999999 -0.13710499999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 6 8 9 -8 -4 -5
right_child=1 2 3 4 -6 -7 7 -9 -10 -11
leaf_value=-0.0008354543832864293 0.00067001367218607732 -0.00056223498921302345 0.00014698668509774925 8.3995075575928163e-05 -0.00058460142948548973 -0.00038180041763350158 0.00037087672013396669 -0.00044833563048612209 0.00071747521413600469 0.00061405098034104455
leaf_weight=0.0010386949915574652 0.001082315156508429 0.0011527727675932483 0.0017161049831429867 0.0011006727672562555 0.0016789485299205185 0.0010209121317573677 0.0010997474633094009 0.0017798132687963772 0.0019501013868909742 0.0011632878841860458
leaf_count=503 232 187 133 45 322 70 101 880 162 486
internal_value=0 5.62994e-05 3.84214e-06 6.05391e-05 -8.27896e-05 0.000269165 8.10119e-05 -0.000135466 0.000450437 0.000356353
internal_weight=0 0.0137447 0.0126624 0.0115096 0.00682247 0.00468712 0.00514352 0.00287956 0.00366621 0.00226396
internal_count=3121 2618 2386 2199 1834 365 1512 981 295 531
is_linear=0
shrinkage=0.00196078


Tree=3327
num_leaves=11
num_cat=0
split_feature=484 133 133 15 42 3 3 43 3 48
split_gain=0.000219501 0.000106602 0.000164092 0.000159891 0.00011002 9.73794e-05 0.000184712 0.000143766 0.000123167 7.45137e-05
threshold=-0.0068949999999999992 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 0.080840000000000009 -0.13309499999999996 -0.077774999999999983 -0.074359999999999996 0.076840000000000006 0.086260000000000017
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 -7 -8 -9 -10
right_child=1 -3 -4 4 -6 6 7 8 9 -11
leaf_value=-0.00086226378616850307 0.00060893997569938171 -0.00053103305324590181 0.00072495352290878308 -0.00079632421386495694 6.1924850222217797e-05 -0.00069534521253196196 0.00073977266249866311 -0.00055593028418873922 0.00045763279116682018 -8.5125241519219252e-05
leaf_weight=0.0010607759747768173 0.001492062723235957 0.0010707064858350339 0.0014886152157656011 0.0013243613053695114 0.0010138840487279362 0.001066135229305396 0.0014068159330840506 0.0010803520212619841 0.0019899877353847517 0.0019019470072767497
leaf_count=503 183 371 418 451 314 268 125 205 172 111
internal_value=0 6.32394e-05 0.000113089 3.23099e-05 -0.00042418 0.00015174 6.01151e-05 0.000186375 2.98011e-05 0.000192393
internal_weight=0 0.0138349 0.0127642 0.0112755 0.00233825 0.0089373 0.00744524 0.0063791 0.00497229 0.00389193
internal_count=3121 2618 2247 1829 765 1064 881 613 488 283
is_linear=0
shrinkage=0.00196078


Tree=3328
num_leaves=13
num_cat=0
split_feature=484 41 133 133 15 3 15 43 3 0 47 160
split_gain=0.000167498 0.000117309 0.000101073 0.000164298 0.000188852 0.000182601 0.000165199 0.000153965 0.000149663 0.000136946 0.000133641 6.7563e-05
threshold=-0.0068949999999999992 0.078475000000000017 0.10622000000000002 0.061605000000000007 1.0000000180025095e-35 -0.10519499999999998 -0.016799999999999995 -0.076124999999999984 -0.078724999999999976 -0.10474999999999998 0.078875000000000015 0.083670000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -7 -6 10 11 -9
right_child=1 -3 -4 -5 8 6 -8 9 -10 -11 -12 -13
leaf_value=-0.0007725210717340424 0.00082097359187744941 -0.00060944548584267665 -0.00049390207717046192 0.00072694679466255962 -7.3677902856143952e-07 -0.00075101528648064504 0.00063700699633040877 0.00051577569971733616 -0.001010916454175277 0.00064584591903675862 -0.00069235402485569742 -0.00018708315194226655
leaf_weight=0.0010523855184938731 0.0014400994138153832 0.0010009176903717091 0.0010614067268403709 0.0015800992970700272 0.0012662376142981435 0.0011202643784154103 0.0014730313284965213 0.0010023541359455877 0.0010165383861394624 0.0011463068711960161 0.0011147135272702169 0.0011059963087324057
leaf_count=503 179 133 359 436 520 202 124 86 207 253 63 56
internal_value=0 3.7951e-05 8.65732e-05 0.000136805 4.95388e-05 0.000185405 5.39497e-05 -0.000102502 -0.000450578 6.37707e-05 -0.000143249 0.000147071
internal_weight=0 0.014328 0.013327 0.0122656 0.0106855 0.00840277 0.00696267 0.00548964 0.00228278 0.00436937 0.00322306 0.00210835
internal_count=3121 2618 2485 2126 1690 963 784 660 727 458 205 142
is_linear=0
shrinkage=0.00196078


Tree=3329
num_leaves=11
num_cat=0
split_feature=47 52 12 52 49 3 1 48 4 1
split_gain=3.76376e-05 8.36795e-05 9.8629e-05 8.70362e-05 9.91509e-05 0.00012977 0.00016763 4.19668e-05 3.54552e-05 3.05323e-05
threshold=0.13148500000000005 0.11434500000000002 0.097825000000000009 0.070205000000000017 -0.043469999999999995 -0.078934999999999991 0.11103500000000001 0.08975000000000001 0.04735000000000001 0.10205500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 -6 8 -1 -7 -4
right_child=-2 -3 9 -5 5 6 -8 -9 -10 -11
leaf_value=-0.00092609348576105563 -0.018613836735684751 -0.022251448347407901 0.012219418970515247 0.025568981598228253 -0.040216871116637472 0.0014347968461009507 -0.035861742696265221 0.027742024635124336 0.026966867554172175 0.036676478280648253
leaf_weight=0.0010171446178747715 0.0010020622939258235 0.0012937202054591175 0.0010292633300318333 0.0011039757617726902 0.0012672954662138435 0.0011819877087723011 0.0010222661811155496 0.001025414851537218 0.0010074681755169171 0.0010126633909412763
leaf_count=230 65 476 284 487 819 249 178 94 129 110
internal_value=0 0.0016331 0.00482937 -0.000397359 -0.00479295 -0.0131196 -0.00242738 0.013466 0.0131833 0.0243485
internal_weight=0 0.0109612 0.00966748 0.00762555 0.00652158 0.00447902 0.00321172 0.00204256 0.00218946 0.00204193
internal_count=3121 3056 2580 2186 1699 1375 556 324 378 394
is_linear=0
shrinkage=0.1


Tree=3330
num_leaves=9
num_cat=0
split_feature=474 160 133 13 13 15 1 0
split_gain=3.22146e-05 0.000102198 0.000148961 7.34197e-05 0.000100054 7.26675e-05 0.000127248 6.85942e-05
threshold=0.084660000000000027 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.076384999999999995 -0.14819499999999997 1.0000000180025095e-35 0.094465000000000007 -0.11437499999999999
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=-0.023952872991101565 0.017028620605765678 -0.032995447173756159 0.0056369007656428141 -0.013673239599530505 0.045627024455137125 -0.019415986735471038 0.0038266326988220926 0.037932623133998825
leaf_weight=0.0017274201941689877 0.0010096378613022204 0.0010434874761344583 0.0016542664699981113 0.0017013944320545802 0.0010061938255682395 0.0013715420436513481 0.0010967783089264177 0.0012754515744844107
leaf_count=736 344 707 138 209 286 376 105 220
internal_value=0 -0.00164461 0.00256735 0.00714557 0.0207613 0.000493057 0.0071962 0.022164
internal_weight=0 0.0108765 0.00914911 0.00810563 0.00266046 0.00544517 0.00407362 0.00237223
internal_count=3121 2777 2041 1334 424 910 534 325
is_linear=0
shrinkage=0.1


Tree=3331
num_leaves=8
num_cat=0
split_feature=4 42 43 4 52 49 0
split_gain=3.27795e-05 4.71279e-05 6.98998e-05 8.45301e-05 9.83409e-05 4.63198e-05 9.72223e-05
threshold=0.27287000000000006 0.091735000000000025 0.12450000000000001 0.055260000000000011 -0.088204999999999992 -0.0020949999999999996 -0.083914999999999976
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=-0.020443593486944227 0.012298083100798865 -0.020606328291470563 0.025005075403459056 -0.023252424849327633 -0.0047546236858872085 0.036267764087330935 0.00086128016155409461
leaf_weight=0.0014394512952626594 0.001819159543509777 0.0012323611404593112 0.001011372745552316 0.0016213760270796804 0.0015438745698720582 0.0013813716907811117 0.0017682918024386845
leaf_count=479 352 562 166 214 286 536 526
internal_value=0 -0.00229561 0.000278663 -0.00294631 0.00242201 0.00943461 0.0163898
internal_weight=0 0.0099981 0.00876574 0.00775437 0.00613299 0.00469354 0.00314966
internal_count=3121 2769 2207 2041 1827 1348 1062
is_linear=0
shrinkage=0.1


Tree=3332
num_leaves=8
num_cat=0
split_feature=132 13 39 0 15 48 0
split_gain=3.01954e-05 6.17712e-05 6.08764e-05 9.7446e-05 9.81648e-05 0.000118844 0.000119615
threshold=0.081240000000000021 -0.23438999999999996 0.0046100000000000004 -0.053834999999999994 -0.11713499999999999 0.085875000000000021 -0.10607499999999999
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=0.017586825931844009 0.01635890480194933 -0.027586657541741666 0.014883833784007157 -0.029243053973488416 0.032355509875548742 -0.019802587423520888 -0.004431179009469351
leaf_weight=0.0014505060880243273 0.0010247547406011534 0.0012231728530209731 0.001367567415298406 0.0016923844782133239 0.0017680168085333905 0.0014780257781214267 0.0017675904669430442
leaf_count=138 321 210 307 323 175 125 1522
internal_value=0 -0.0016065 -0.00460109 -0.00796171 -0.00218692 0.00400983 0.0139644
internal_weight=0 0.0107473 0.00929676 0.00792919 0.00623681 0.00501363 0.00353561
internal_count=3121 2800 2662 2355 2032 1822 1697
is_linear=0
shrinkage=0.1


Tree=3333
num_leaves=9
num_cat=0
split_feature=15 15 457 49 0 16 3 1
split_gain=3.5416e-05 4.19546e-05 7.1081e-05 6.5857e-05 8.89542e-05 7.98633e-05 0.000122803 3.13558e-05
threshold=-0.24436499999999997 -0.095869999999999983 0.088350000000000026 -0.006494999999999999 -0.083914999999999976 0.38525000000000004 -0.088084999999999983 0.10752500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 7 3 -3 -5 6 -6 -2
right_child=1 2 -4 4 5 -7 -8 -9
leaf_value=0.01696316076904629 -0.025174571742744269 -0.018666821174363663 0.023795076309305833 0.023451975235475674 0.0063763700523894592 0.01391513905921297 -0.036141302732819333 -0.001390658179424983
leaf_weight=0.0010701618206172834 0.0011359499007604712 0.0017770764943667835 0.0011687468282898222 0.001496094482216475 0.0013135049015284114 0.0014529980163716471 0.0012983294435988052 0.0010033985128146128
leaf_count=253 304 408 137 696 300 264 690 69
internal_value=0 -0.00174686 0.00133954 -0.00223702 0.00301337 -0.00450923 -0.0147589 -0.0140194
internal_weight=0 0.0106461 0.00850675 0.007338 0.00556093 0.00406483 0.00261183 0.00213935
internal_count=3121 2868 2495 2358 1950 1254 990 373
is_linear=0
shrinkage=0.0980392


Tree=3334
num_leaves=12
num_cat=0
split_feature=484 133 133 15 12 3 3 43 3 160 2
split_gain=0.000168299 8.86649e-05 0.000133788 0.000167527 0.000102182 9.28274e-05 0.000110363 0.000106662 0.000115025 5.90252e-05 0.000111305
threshold=-0.0068949999999999992 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 0.088305000000000008 -0.13309499999999996 -0.077774999999999983 -0.074359999999999996 0.076840000000000006 0.083670000000000008 0.10803500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 -7 -8 -9 10 -10
right_child=1 -3 -4 4 -6 6 7 8 9 -11 -12
leaf_value=-0.00077007050226556603 0.00060874618258635062 -0.00048680474677545384 0.00067865867767298626 -0.00088684910195812867 -4.8016165868584264e-05 -0.0005380132952898793 0.00065934060160283234 -0.00055423475890073784 0.00081133998540804336 -0.00020803046924472044 3.6407908446665783e-06
leaf_weight=0.0010123382371341047 0.0014567480889825886 0.0010515333682068603 0.0013922400737638339 0.0010587521889695384 0.0011812189725943032 0.0010010996732009126 0.001313345033161272 0.0010235269131061249 0.0011260449792820371 0.0010452243434707631 0.001571282477899838
leaf_count=503 183 371 418 388 377 268 125 205 109 41 133
internal_value=0 5.94533e-05 0.000106654 3.27606e-05 -0.000444502 0.000157983 6.52424e-05 0.000164581 2.8244e-05 0.000187542 0.000340828
internal_weight=0 0.013221 0.0121695 0.0107772 0.00223997 0.00853727 0.00708052 0.00607942 0.00476608 0.00374255 0.00269733
internal_count=3121 2618 2247 1829 765 1064 881 613 488 283 242
is_linear=0
shrinkage=0.00196078


Tree=3335
num_leaves=9
num_cat=0
split_feature=15 49 42 15 12 13 1 16
split_gain=2.88084e-05 4.05584e-05 9.50578e-05 0.000106382 6.88672e-05 0.000114766 6.32905e-05 5.43237e-05
threshold=-0.24436499999999997 -0.043469999999999995 0.091545000000000015 -0.037864999999999989 0.051320000000000005 -0.095304999999999987 0.097115000000000021 -0.095964999999999981
decision_type=2 2 2 2 2 2 2 2
left_child=-1 6 3 7 -5 -6 -2 -3
right_child=1 2 -4 4 5 -7 -8 -9
leaf_value=0.015596353990775981 -0.005351218413457602 -0.003635755821250493 -0.033446696554313531 0.023420443238629095 0.018379951806138852 -0.022234426000119881 0.024631584213249527 -0.034777719136373175
leaf_weight=0.001071026984656216 0.0015076744888029834 0.0011495740469002966 0.0010417467689718095 0.0017420961257867545 0.0013911419266767742 0.0013918568584829522 0.0013208094492077192 0.0010924467869687805
leaf_count=253 211 214 530 182 85 978 214 454
internal_value=0 -0.00161008 -0.00532635 -0.000997431 0.00782805 -0.00193245 0.00864977 -0.01881
internal_weight=0 0.0106373 0.00780886 0.00676712 0.00452509 0.002783 0.00282848 0.00224202
internal_count=3121 2868 2443 1913 1245 1063 425 668
is_linear=0
shrinkage=0.1


Tree=3336
num_leaves=9
num_cat=0
split_feature=42 43 16 0 47 1 4 16
split_gain=2.85165e-05 8.9216e-05 7.02662e-05 6.75653e-05 6.36736e-05 4.9165e-05 0.000102677 4.56439e-05
threshold=-0.095859999999999987 -0.17390999999999998 0.22339500000000004 -0.074479999999999977 0.092530000000000015 0.094385000000000011 0.053925000000000008 -0.083539999999999989
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=-0.015764350804946464 0.027458706720931328 0.0032261993057092712 -0.020886811366756141 0.018527233684767518 -0.025385773753182364 0.035942614884513134 -0.0074131291776716709 -0.023453521910590674
leaf_weight=0.001048802461689413 0.0011787231149278351 0.001613656655661241 0.0015903810158288045 0.0019093133447425437 0.0010542856480222065 0.001023926981952944 0.0011708430474800524 0.0010640891727430959
leaf_count=241 125 553 381 528 183 144 167 799
internal_value=0 0.00152104 -0.0017223 0.00216724 -0.00310311 0.00171828 0.0128136 -0.00737585
internal_weight=0 0.0106052 0.0094265 0.00783611 0.0059268 0.00487252 0.00219477 0.00267775
internal_count=3121 2880 2755 2374 1846 1663 311 1352
is_linear=0
shrinkage=0.1


Tree=3337
num_leaves=10
num_cat=0
split_feature=1 0 3 3 13 49 47 0 13
split_gain=3.00625e-05 7.44936e-05 3.867e-05 6.80006e-05 5.46214e-05 6.41373e-05 6.18049e-05 6.48469e-05 2.21784e-05
threshold=0.077565000000000009 -0.059114999999999994 -0.086554999999999979 -0.14989499999999997 -0.091054999999999983 -0.054984999999999992 0.092530000000000015 -0.15350499999999997 -0.029529999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -4 -6 7 -7 -3
right_child=2 8 4 -5 5 6 -8 -9 -10
leaf_value=-0.028728851134772693 -0.002672403199170309 -0.0070656058679060127 0.019331661864706775 0.033531979109388141 -0.025289520354195336 0.027326376098639023 -0.015406974755120335 -0.0052148085441138317 0.01307653838391023
leaf_weight=0.0011439488378456168 0.0010621224620696009 0.0011204125965779033 0.0011108506197573427 0.0010141414292449118 0.0012057911143837363 0.0012025939735014113 0.0014297909887734921 0.0012477655516346102 0.0010675154054806089
leaf_count=1460 217 91 216 157 163 82 182 468 85
internal_value=0 -0.00804991 0.00320019 0.0150115 -0.000757225 -0.00514496 0.00111514 0.0107558 0.00276198
internal_weight=0 0.00333188 0.00827306 0.00207626 0.00619679 0.00508594 0.00388015 0.00245036 0.00218793
internal_count=3121 1636 1485 374 1111 895 732 550 176
is_linear=0
shrinkage=0.1


Tree=3338
num_leaves=11
num_cat=0
split_feature=484 133 133 15 12 3 3 43 3 3
split_gain=0.000197941 0.000122198 0.000142918 0.00015363 0.0001284 0.000106496 0.000117978 0.000108852 9.04347e-05 9.26755e-05
threshold=-0.0068949999999999992 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 0.088305000000000008 -0.13309499999999996 -0.077774999999999983 -0.074359999999999996 0.090900000000000009 0.12178000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 -7 -8 -9 -10
right_child=1 -3 -4 4 -6 6 7 8 9 -11
leaf_value=-0.00084902199894436911 0.00063534590569683616 -0.00058481766397192286 0.00070321330361943315 -0.00090480586274906789 2.6738140209979308e-05 -0.00056545006982102407 0.00066515204571677197 -0.00035534844988858246 0.00054194778278179975 -0.00013697731800890739
leaf_weight=0.0010040758680662813 0.0014677230288466748 0.0010585895060048487 0.0013826884059683396 0.0010892364028522057 0.0011907904150239986 0.0010100861213259019 0.0012834441674509358 0.0016137726792776553 0.0016155403036375304 0.0014822066902801245
leaf_count=503 183 371 418 388 377 268 125 236 107 145
internal_value=0 5.40877e-05 0.00010982 3.35163e-05 -0.000418288 0.000155097 5.44736e-05 0.000158924 2.10247e-05 0.000217096
internal_weight=0 0.0131941 0.0121355 0.0107528 0.00228003 0.00847277 0.00700505 0.00599496 0.00471152 0.00309775
internal_count=3121 2618 2247 1829 765 1064 881 613 488 252
is_linear=0
shrinkage=0.00196078


Tree=3339
num_leaves=12
num_cat=0
split_feature=133 3 484 3 0 16 0 151 2 11 43
split_gain=9.6356e-05 0.000119667 0.00011791 6.78347e-05 7.57552e-05 0.000146541 0.000111096 8.92756e-05 6.52604e-05 5.29712e-05 1.17717e-05
threshold=0.10622000000000002 0.16158000000000003 -1.0000000180025095e-35 -0.12018999999999998 -0.053834999999999994 0.0065250000000000004 -0.10096999999999999 -0.0083949999999999979 0.090545000000000014 0.079915000000000014 -0.083134999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 9 5 6 7 -5 -9 -4 -6
right_child=-2 -3 3 4 10 -7 -8 8 -10 -11 -12
leaf_value=-0.00065828741117994406 -0.0005754617087333656 0.00066498065004456008 0.00060590378303129657 -0.00032853689779775729 -0.00022202109657645891 0.00062653773454707338 -0.00055507830217866661 1.9420590976281391e-05 0.00065873641566855984 3.6119752247019301e-06 -0.00052221423893386153
leaf_weight=0.0010153558986908508 0.0010680174401515074 0.0010712020228994543 0.0012772944087787947 0.0013046364723930393 0.0010007926609902629 0.0013952811292784568 0.0014273757118089246 0.0013746071663716685 0.001109237503959532 0.0010017021649856017 0.0010081268167070447
leaf_count=443 435 149 111 109 84 243 1031 74 130 154 158
internal_value=0 3.72315e-05 -1.92083e-05 4.03284e-05 -3.92103e-05 6.21165e-05 -8.88705e-05 8.67814e-05 0.000304927 0.000341175 -0.000372666
internal_weight=0 0.0129856 0.0119144 0.0108991 0.00862006 0.00661114 0.00521586 0.00378848 0.00248384 0.002279 0.00200892
internal_count=3121 2686 2537 2094 1829 1587 1344 313 204 265 242
is_linear=0
shrinkage=0.00196078


Tree=3340
num_leaves=9
num_cat=0
split_feature=484 160 52 49 4 2 4 4
split_gain=2.91426e-05 6.02821e-05 7.8201e-05 8.80897e-05 8.26045e-05 0.000193147 9.80102e-05 8.73011e-05
threshold=0.084040000000000017 -1.0000000180025095e-35 0.10744000000000002 -0.081404999999999991 0.27044500000000005 0.10097500000000002 -0.083854999999999985 0.076415000000000025
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=-0.020483980354857774 0.013727123141381355 0.020317476991143085 0.025387968575604412 0.022524410278104968 0.018244531162442162 -0.044572680320177575 -0.025901848763460415 0.0085303008149972097
leaf_weight=0.0014285826129282709 0.001311178144434203 0.001366792621477252 0.0011236078853120585 0.0011718034544262635 0.0010366869354596622 0.0013189936818762769 0.0016457001568764671 0.0012418544619802775
leaf_count=632 368 160 175 344 238 327 797 80
internal_value=0 -0.0017886 0.00121045 -0.00228051 -0.00709525 -0.0119795 -0.00138916 -0.0110936
internal_weight=0 0.010334 0.00890544 0.00778183 0.00641504 0.00537835 0.00405936 0.00288755
internal_count=3121 2753 2121 1946 1786 1548 1221 877
is_linear=0
shrinkage=0.0980392


Tree=3341
num_leaves=9
num_cat=0
split_feature=1 0 15 3 2 1 3 16
split_gain=2.98932e-05 6.1408e-05 4.26972e-05 7.94221e-05 7.80807e-05 0.000103848 7.0092e-05 2.47489e-05
threshold=0.077565000000000009 -0.059114999999999994 1.0000000180025095e-35 -0.10519499999999998 0.089775000000000008 0.11181500000000001 -1.0000000180025095e-35 0.19444000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 6 -6 -5 -3
right_child=2 7 -4 4 5 -7 -8 -9
leaf_value=-0.026348923161376256 0.029020156377653282 -0.0085994432307697957 -0.010417331747710978 -0.030872730709351155 0.03138389757704306 -0.0061699950930437439 0.0028937293836904096 0.012306378646189789
leaf_weight=0.001139089025836244 0.0012476533544594891 0.001100019347367749 0.0017629502746599433 0.0010263209501349471 0.0014115147073383574 0.0014195583643676396 0.0013926685550282557 0.0010773301851532968
leaf_count=1460 214 108 433 310 171 221 136 68
internal_value=0 -0.00790465 0.00311436 0.00678576 0.00150186 0.0125536 -0.0114326 0.00174454
internal_weight=0 0.00331644 0.00826067 0.00649772 0.00525006 0.00283107 0.00241899 0.00217735
internal_count=3121 1636 1485 1052 838 392 446 176
is_linear=0
shrinkage=0.0980392


Tree=3342
num_leaves=11
num_cat=0
split_feature=484 133 133 15 12 3 1 0 1 0
split_gain=0.000115932 9.45383e-05 0.000135181 0.000141765 0.000110445 0.000106023 9.8624e-05 0.000149636 0.000129596 0.000147869
threshold=-1.0000000180025095e-35 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 0.088305000000000008 -0.13309499999999996 0.10060500000000001 -0.098289999999999975 0.11181500000000001 -0.11756999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 7 -7 -8 -10
right_child=1 -3 -4 4 -6 6 8 -9 9 -11
leaf_value=-0.00062488633974543855 0.00062462857672758584 -0.00052533841107206655 0.00067201954318918693 -0.0008905257994688586 -9.0893767302028727e-06 0.00015582435640609861 0.0008318948718355777 -0.00071838397506226602 -0.00043271244387101663 0.00047841984652932543
leaf_weight=0.0010850186498101442 0.0014061689813997975 0.0010360497927452304 0.0013678081916268557 0.0010386976968510019 0.0011534791023427176 0.001711952407553089 0.0010465631259519714 0.0013435658535604429 0.0013760303110257263 0.0013632983942345554
leaf_count=515 181 370 415 388 376 166 104 346 91 169
internal_value=0 4.25722e-05 9.24033e-05 1.64624e-05 -0.000426732 0.000134262 3.34729e-05 -0.000228581 0.000244971 2.07363e-05
internal_weight=0 0.0128436 0.0118076 0.0104398 0.00219218 0.00824758 0.00684141 0.00305552 0.00378589 0.00273933
internal_count=3121 2606 2236 1821 764 1057 876 512 364 260
is_linear=0
shrinkage=0.00196078


Tree=3343
num_leaves=9
num_cat=0
split_feature=11 48 0 1 42 4 52 16
split_gain=3.05342e-05 4.16556e-05 0.000133606 5.37955e-05 9.40084e-05 9.69244e-05 7.87743e-05 4.75577e-05
threshold=0.079915000000000014 0.016865000000000002 -0.20211999999999997 0.12873500000000002 0.086325000000000013 -0.076779999999999987 0.024145000000000003 -0.018494999999999998
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=0.033165828836276508 -0.016119765195504239 -0.0095600343929527747 0.031517314665996589 0.018754222433134071 -0.026725950418833716 -0.024131412535919741 -0.0045673375248054347 0.004210249385103621
leaf_weight=0.0012337352748627958 0.0010722838880291912 0.001568344002395694 0.0015991954475444202 0.0010207571718191272 0.0016237400580626036 0.0014485026565113491 0.0010031245131183059 0.0010013694968199335
leaf_count=254 199 82 490 172 896 401 314 313
internal_value=0 0.00159583 0.0111787 -0.00254455 -0.00598975 0.0011944 0.0162443 -0.0125469
internal_weight=0 0.0104988 0.00316754 0.00733123 0.00631047 0.00468673 0.00223686 0.00244987
internal_count=3121 2922 572 2350 2178 1282 568 714
is_linear=0
shrinkage=0.1


Tree=3344
num_leaves=11
num_cat=0
split_feature=484 42 133 133 43 13 15 160 1 16
split_gain=0.00021965 0.00010301 0.000103596 0.000141622 0.000156748 0.000147906 0.000154357 0.000114824 0.000126849 0.000250517
threshold=-0.0068949999999999992 -0.11051499999999999 0.10622000000000002 0.083950000000000011 0.084740000000000024 0.038215000000000006 1.0000000180025095e-35 -0.080409999999999995 0.095285000000000022 -0.44310499999999992
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 -3 -9 -10
right_child=1 2 -4 -5 -6 -7 -8 8 9 -11
leaf_value=-0.00088032410143439597 -0.00053984567022673994 -0.0003045695362666141 -0.00048366556411572119 0.00075073530542935237 -0.00061390087029892571 0.00074344900479746839 -0.00057129822378231942 -6.9893948758585316e-05 -0.00020370318259100751 0.00099113900614871309
leaf_weight=0.0010209205870151767 0.0010091016408671468 0.0014304575261185302 0.0010322655010308679 0.0013936474362573311 0.0011024162235346363 0.0014481697239333785 0.0012459105853552385 0.0018929782236471325 0.0010299665003013405 0.0019555924251157294
leaf_count=503 159 162 356 388 246 246 545 223 81 212
internal_value=0 6.28325e-05 0.000111364 0.000164779 8.39696e-05 0.000169423 5.93903e-05 0.00018394 0.000327178 0.000578939
internal_weight=0 0.0135405 0.0125314 0.0114991 0.0101055 0.00900307 0.00755491 0.00630899 0.00487854 0.00298556
internal_count=3121 2618 2459 2103 1715 1469 1223 678 516 293
is_linear=0
shrinkage=0.00196078


Tree=3345
num_leaves=9
num_cat=0
split_feature=42 40 15 133 3 16 16 3
split_gain=2.72704e-05 6.7243e-05 6.74203e-05 9.58782e-05 9.25533e-05 0.000103156 6.24632e-05 7.61393e-05
threshold=-0.095859999999999987 -0.013874999999999998 0.088345000000000021 1.0000000180025095e-35 -0.116045 -0.25582999999999995 0.033715000000000009 0.090900000000000009
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=-0.015394575112154085 0.023397402532646452 0.020905410936707999 0.017962835043820721 -0.032746453993197963 -0.032982655466744705 -0.0076169460994212112 -0.016651145231432216 0.026593782008072928
leaf_weight=0.0010518095322476955 0.0012366913230417277 0.0015292629231125456 0.001502890619299529 0.0010851458521914789 0.0011862894580872809 0.0012837004236838584 0.0013714145761858894 0.0013190011975459104
leaf_count=241 295 218 643 651 145 578 235 115
internal_value=0 0.00149352 -0.0014262 -0.00517415 -0.000701586 -0.00710472 0.000619944 0.00972042
internal_weight=0 0.0105144 0.00927771 0.00777481 0.00668967 0.00516041 0.00397412 0.0026027
internal_count=3121 2880 2585 1942 1291 1073 928 693
is_linear=0
shrinkage=0.1


Tree=3346
num_leaves=8
num_cat=0
split_feature=1 15 16 43 52 3 52
split_gain=2.97325e-05 5.51435e-05 0.000117385 5.04099e-05 9.41993e-05 6.26527e-05 0.000100161
threshold=0.104035 -0.016799999999999995 -0.071854999999999988 -0.17390999999999998 0.084960000000000022 0.090900000000000009 -0.0027449999999999996
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 6 -5
right_child=1 -3 -4 4 -6 -7 -8
leaf_value=0.01520804669115889 0.015757899889378937 0.023310530013017233 -0.019994152174995169 -0.025703459717739137 -0.030721089825796116 0.020315904743442661 0.0087839029594612116
leaf_weight=0.0010709470717870373 0.0019472201116665531 0.0012750009176064761 0.0016146161699347036 0.0015375424891470122 0.0013362634213910894 0.0010191012005251049 0.0017092618476400841
leaf_count=155 324 154 213 798 782 95 600
internal_value=0 0.00581416 -0.000448864 -0.00428086 -0.00800648 -0.000891302 -0.00754778
internal_weight=0 0.00483684 0.00356184 0.00667312 0.00560217 0.00426591 0.0032468
internal_count=3121 691 537 2430 2275 1493 1398
is_linear=0
shrinkage=0.0980392


Tree=3347
num_leaves=11
num_cat=0
split_feature=133 3 48 51 0 1 4 12 3 0
split_gain=0.00010637 0.000194578 0.000168993 0.000186518 0.000164788 0.000106987 0.000172486 0.000197043 6.58886e-05 5.55477e-05
threshold=0.10622000000000002 0.16158000000000003 0.11951500000000001 0.08955500000000001 -0.17169499999999996 0.111945 -0.0029599999999999995 0.088615000000000013 -0.078934999999999991 -0.10224499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 -6 -8
right_child=-2 -3 -4 -5 5 -7 9 -9 -10 -11
leaf_value=0.00063568038467465694 -0.00062405737642457133 0.00082576983813910485 -0.00080160014969494283 -0.00063858562572287694 0.00017392879985988111 0.00040551225466614832 -0.00091181572367310751 -0.00044203152525567306 0.00083763898558330435 -0.00027763400529889383
leaf_weight=0.0019594205595111326 0.0010214968205534579 0.001091271049587895 0.001022083224667015 0.0013974884830341644 0.0012597445193043824 0.0018918995950337036 0.0010036755213864573 0.0014636224879989892 0.0010580466429682175 0.0011275433480670031
leaf_count=124 435 149 77 290 652 225 146 539 158 326
internal_value=0 3.25702e-05 -3.84762e-05 3.14051e-05 0.000127299 -3.3613e-07 -0.000130198 0.000121224 0.000476905 -0.000576295
internal_weight=0 0.0132748 0.0121835 0.0111614 0.00976395 0.00780453 0.00591263 0.00378141 0.00231779 0.00213122
internal_count=3121 2686 2537 2460 2170 2046 1821 1349 810 472
is_linear=0
shrinkage=0.00196078


Tree=3348
num_leaves=12
num_cat=0
split_feature=484 42 133 43 133 15 15 0 48 43 2
split_gain=0.000286242 0.000137749 0.000167584 0.000147127 0.000164391 0.000182465 0.000110688 0.000130881 0.000186842 0.000112385 0.000188252
threshold=-0.0068949999999999992 -0.11051499999999999 0.10622000000000002 -0.20207499999999998 0.083950000000000011 1.0000000180025095e-35 -0.24436499999999997 -0.13027499999999997 0.086260000000000017 -0.074359999999999996 0.091545000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5 8 -8 -9 -11
right_child=1 2 -4 4 -6 -7 7 9 -10 10 -12
leaf_value=-0.00098558933611103162 -0.00062735116875989143 0.00086033320476174523 -0.00063108063605482102 0.00075723201986253527 0.00072515766285205247 -0.00054177304836176908 0.00085129198372781232 0.00028311394471888253 -0.00011506427595619322 -0.0010132380548654339 0.00013383856514718862
leaf_weight=0.0010723163618598886 0.0010217254062335436 0.0011286829504903407 0.0010479665640591848 0.0010122477146718625 0.001470664026984426 0.0017954666807722848 0.0014896544398438011 0.0011758704912043518 0.0015905924956853834 0.0011561081725430127 0.0010493278628105089
leaf_count=503 159 80 356 159 378 679 107 191 94 175 240
internal_value=0 6.57174e-05 0.00012054 0.000186906 0.000116135 1.95069e-05 0.000154346 5.98995e-05 0.00035228 -0.000206449 -0.000467469
internal_weight=0 0.0139383 0.0129166 0.0118686 0.0107399 0.00926927 0.0074738 0.00646155 0.00308025 0.00338131 0.00220544
internal_count=3121 2618 2459 2103 2023 1645 966 807 201 606 415
is_linear=0
shrinkage=0.00196078


Tree=3349
num_leaves=12
num_cat=0
split_feature=484 133 133 15 12 12 51 12 52 4 49
split_gain=0.000209924 0.000156211 0.000158041 0.000181951 0.000121753 9.12613e-05 0.000104095 0.00010817 0.00025339 0.000152553 5.84461e-05
threshold=-0.0068949999999999992 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 0.088305000000000008 -0.040564999999999997 -0.095144999999999993 0.09334000000000002 -0.0064899999999999992 -1.0000000180025095e-35 -0.043469999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 -7 8 10 -10 -8
right_child=1 -3 -4 4 -6 6 7 -9 9 -11 -12
leaf_value=-0.00085580766045156159 -0.00037541829592567245 -0.00067900832500173629 0.00073850000518519635 -0.00092145678892646308 -1.2624334307175243e-05 0.00077437751367279281 0.0001286596407537025 -0.00032575535695404721 0.001255683183324944 0.00031053304921310087 -0.0005115187280340537
leaf_weight=0.0010307303291521496 0.0010273851229520648 0.0010092196769289864 0.0014207423407828082 0.0010942737135474583 0.0011755395178260921 0.001210783729533883 0.001033104525157813 0.0014395665318127082 0.001080218559596557 0.0016740874592274177 0.0011683804910584887
leaf_count=503 200 371 418 388 377 148 79 223 84 195 135
internal_value=0 6.26464e-05 0.000123381 4.32284e-05 -0.000450771 0.000173104 0.000247195 0.000147387 0.000284827 0.000681214 -0.000211098
internal_weight=0 0.0133333 0.0123241 0.0109033 0.00226981 0.00863353 0.00760614 0.00639536 0.00495579 0.00275431 0.00220149
internal_count=3121 2618 2247 1829 765 1064 864 716 493 279 214
is_linear=0
shrinkage=0.00196078


Tree=3350
num_leaves=12
num_cat=0
split_feature=484 133 133 15 12 3 1 160 4 4 47
split_gain=0.000179276 9.30242e-05 0.000135795 0.000131113 0.000152475 9.7391e-05 0.00011996 6.94368e-05 0.000131232 0.000121036 0.000153207
threshold=-0.0068949999999999992 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 0.088305000000000008 -0.13309499999999996 1.0000000180025095e-35 -0.080934999999999993 -0.0016099999999999997 0.076415000000000025 0.12282000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 -7 -8 -9 -10 -11
right_child=1 -3 -4 4 -6 6 7 8 9 10 -12
leaf_value=-0.00079802689031718615 0.0005879292562176343 -0.0005096585733517816 0.00066484221926696365 -0.00090941135131168802 8.5245251626043489e-05 -0.00053143932563245761 -0.00025752305535906353 0.00086653285478877073 -0.00032578867187413351 0.00085566641206183988 -0.000182827089322496
leaf_weight=0.0010328068439224491 0.0015036888318742895 0.0010567219834937682 0.001430450427044083 0.0011247952065657517 0.0012521606799594652 0.0011837129286266833 0.0012713056250942215 0.0010618215711077285 0.0015892250009925573 0.0012029205533848181 0.0010003890424425954
leaf_count=503 183 371 418 388 377 285 136 163 108 157 32
internal_value=0 4.91803e-05 9.59723e-05 2.32522e-05 -0.000385434 0.000133478 3.99884e-05 0.00015041 0.000257244 8.66568e-05 0.00038415
internal_weight=0 0.0136772 0.0126205 0.01119 0.00237696 0.00881306 0.00730937 0.00612566 0.00485436 0.00379253 0.00220331
internal_count=3121 2618 2247 1829 765 1064 881 596 460 297 189
is_linear=0
shrinkage=0.00196078


Tree=3351
num_leaves=9
num_cat=0
split_feature=15 11 43 2 12 13 15 48
split_gain=3.14725e-05 4.07203e-05 4.67573e-05 0.000124291 0.000133362 6.68085e-05 7.86605e-05 6.98166e-05
threshold=0.095175000000000023 0.079915000000000014 -0.043144999999999996 0.094835000000000017 0.090455000000000021 -0.095304999999999987 -1.0000000180025095e-35 0.085845000000000019
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -4 7 -7
right_child=-2 -3 5 -5 -6 6 -8 -9
leaf_value=-0.024355056605815335 -0.016670655669388038 -0.016992783069110558 0.013379473746537921 0.042374890571993284 0.022316428817975513 0.0130172453863937 -0.033113036546949699 -0.01717486636517861
leaf_weight=0.0011380303164864099 0.0010398655920022719 0.0010646527951472745 0.0019875287873202842 0.0010123639038617876 0.001325184629878576 0.0016486522435808892 0.0010146971876668007 0.0014304139585621138
leaf_count=636 387 185 269 361 246 272 600 165
internal_value=0 0.00155817 0.00362478 0.0128771 0.000753729 -0.00166311 -0.00896631 -0.00100883
internal_weight=0 0.0106215 0.00955687 0.00347558 0.00246321 0.00608129 0.00409376 0.00307907
internal_count=3121 2734 2549 1243 882 1306 1037 437
is_linear=0
shrinkage=0.1


Tree=3352
num_leaves=12
num_cat=0
split_feature=484 133 133 15 12 12 51 12 3 151 52
split_gain=0.000178184 0.000126749 0.000119591 0.000190564 0.000139094 9.36175e-05 0.000122065 0.000121751 0.000189182 0.000137045 0.00017482
threshold=-0.0068949999999999992 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 0.088305000000000008 -0.040564999999999997 -0.095144999999999993 0.09334000000000002 -0.10023499999999998 -0.044604999999999992 -0.065544999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 -7 8 -8 -10 -11
right_child=1 -3 -4 4 -6 6 7 -9 9 10 -12
leaf_value=-0.0007859340100170091 -0.00038195486628877888 -0.00059306125557368014 0.00063118161231045351 -0.00095616370586287314 -9.7266572824296636e-06 0.00076732283223839666 0.00098597402409215354 -0.00036372091186893761 -0.0005233984531962647 -0.0002962692078125721 0.00066776211501551666
leaf_weight=0.001066332699777379 0.0010766138594480905 0.0011025784085606427 0.0014450579492467685 0.0011383674972689213 0.0012554084468960314 0.0013686093290364871 0.0011087417084000425 0.0015181956755004455 0.0010881199740713282 0.0011935274059612939 0.0018353481592216728
leaf_count=503 200 371 418 388 377 148 101 223 103 82 207
internal_value=0 4.52855e-05 9.93097e-05 3.29547e-05 -0.000459808 0.000161319 0.000233417 0.000125067 0.000267071 7.34638e-05 0.000287886
internal_weight=0 0.0141306 0.013028 0.0115829 0.00239378 0.00918916 0.00811254 0.00674393 0.00522574 0.004117 0.00302888
internal_count=3121 2618 2247 1829 765 1064 864 716 493 392 289
is_linear=0
shrinkage=0.00196078


Tree=3353
num_leaves=12
num_cat=0
split_feature=484 133 133 15 12 12 156 12 160 3 2
split_gain=0.00021221 0.000134544 0.000180824 0.000233541 0.00011393 0.000109573 0.000108229 0.000162288 0.000279084 0.000140515 0.000153711
threshold=-0.0068949999999999992 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 -0.040564999999999997 0.088305000000000008 0.083840000000000012 0.09334000000000002 0.083670000000000008 0.11296500000000002 0.073895000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5 7 8 9 10 -6
right_child=1 -3 -4 5 6 -7 -8 -9 -10 -11 -12
leaf_value=-0.00086214535354553143 -0.00042800775213287795 -0.00062007628341288171 0.00076412432413033545 -0.00097367619528635635 0.00049499956811751872 -0.00011442988767454606 -0.00029462642839846859 -0.00016274288233867552 -0.00028090386927589198 0.00022679425472039188 0.0014686211510045184
leaf_weight=0.0010268240955671722 0.0010517461254999387 0.0010268335447570229 0.0014708006900541687 0.0010948512404398945 0.0010737858510075022 0.0011916167350355328 0.001152392509813728 0.0017120178567664734 0.001202965527726918 0.001116946842279698 0.0014864131526745317
leaf_count=503 200 371 418 388 104 377 215 221 77 83 164
internal_value=0 6.23233e-05 0.000118141 3.2412e-05 0.00017753 -0.000525871 0.000259765 0.00035668 0.000538902 0.000807098 0.00106027
internal_weight=0 0.0135804 0.0125535 0.0110827 0.00879627 0.00228647 0.00774452 0.00659213 0.00488011 0.00367715 0.0025602
internal_count=3121 2618 2247 1829 1064 765 864 649 428 351 268
is_linear=0
shrinkage=0.00196078


Tree=3354
num_leaves=12
num_cat=0
split_feature=484 133 133 15 42 12 156 12 160 3 2
split_gain=0.000233246 0.000137486 0.000145469 0.000225735 0.000162342 0.000108228 0.000122805 0.000153711 0.000252216 0.000164249 0.000120428
threshold=-0.0068949999999999992 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 1.0000000180025095e-35 -0.040564999999999997 0.083840000000000012 0.09334000000000002 0.086870000000000017 0.10732000000000001 0.073895000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 7 8 9 10 -7
right_child=1 -3 -4 4 -6 6 -8 -9 -10 -11 -12
leaf_value=-0.00089852332906983402 -0.00041389632358669864 -0.00061392499528228602 0.00068903931916536212 -0.00093536468709781717 9.9971179823695128e-05 0.0005221877125278268 -0.00032967100924635788 -0.00013862988628344827 -0.00034645997702116132 0.00016532202864223591 0.0013554686778540043
leaf_weight=0.0010626331324279188 0.0010518735090876705 0.0010915784461670392 0.0014807409044613482 0.0013851019563951208 0.0010045862548017639 0.0011207842756369053 0.0011774779044864151 0.0017839872673581685 0.0010075332357538658 0.0012660998707905713 0.0016462749410933487
leaf_count=503 200 371 418 446 319 104 215 221 64 93 167
internal_value=0 5.4303e-05 0.00011074 3.59124e-05 -0.000500126 0.000177393 0.000255117 0.000356011 0.000531074 0.000750292 0.00101795
internal_weight=0 0.014016 0.0129245 0.0114437 0.00238969 0.00905403 0.00800216 0.00682468 0.00504069 0.00403316 0.00276706
internal_count=3121 2618 2247 1829 765 1064 864 649 428 364 271
is_linear=0
shrinkage=0.00196078


Tree=3355
num_leaves=11
num_cat=0
split_feature=484 133 133 15 12 3 0 48 1 43
split_gain=0.000237208 0.000126836 0.000181895 0.000204173 0.000115834 0.000110855 0.000117858 0.000177813 0.000166513 7.28939e-05
threshold=-0.0068949999999999992 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 0.088305000000000008 -0.13309499999999996 -0.13027499999999997 0.086260000000000017 0.13146500000000003 -0.072864999999999985
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 7 -7 9 -8
right_child=1 -3 -4 4 -6 6 8 -9 -10 -11
leaf_value=-0.00089855702461911428 0.00064506635091959126 -0.00059643119357499861 0.00077340478090855451 -0.00093170231813067823 -5.4971709231243598e-05 0.00074913780926298104 -0.00010729534635998265 -0.0001264838371767648 0.00047405012091283145 -0.00074724816945534456
leaf_weight=0.0010523821730821078 0.0015632445649243843 0.0010247193751650513 0.0014538727353564504 0.0011297494841418887 0.0011892944124748061 0.0018494016130070436 0.0013687156336781585 0.0017217336801964578 0.0011067076366819504 0.0013685359608476538
leaf_count=503 183 371 418 388 377 132 226 97 115 311
internal_value=0 6.72557e-05 0.000120591 3.65798e-05 -0.000482081 0.000170546 7.05085e-05 0.000326979 -0.000167759 -0.000427251
internal_weight=0 0.013776 0.0127513 0.0112974 0.00231904 0.00897834 0.00741509 0.00357114 0.00384396 0.00273725
internal_count=3121 2618 2247 1829 765 1064 881 229 652 537
is_linear=0
shrinkage=0.00196078


Tree=3356
num_leaves=9
num_cat=0
split_feature=4 0 4 15 49 150 15 0
split_gain=3.00659e-05 6.58337e-05 5.73336e-05 4.98307e-05 0.000209374 0.000102293 0.000120642 4.52267e-05
threshold=-0.49405499999999997 -1.0000000180025095e-35 -0.084369999999999987 -0.016799999999999995 -0.006494999999999999 0.081835000000000019 -0.10091499999999999 -0.11013499999999998
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=-0.016515636758078166 -0.024141243421792257 0.021650588787286883 -0.010962611001848043 -0.024138196358602787 0.032228787513717438 0.016952251478621259 -0.03765509315730324 0.0161025118449609
leaf_weight=0.0010175400818166125 0.0010037723669078088 0.0014054814557260603 0.0016113671620783879 0.0010314492886646799 0.0018248769274574448 0.0015973792304931744 0.0013230878007506859 0.0010009273895009432
leaf_count=156 387 186 193 211 840 285 591 272
internal_value=0 0.00146543 -0.00155493 0.00114757 0.0118741 -0.00439006 -0.0130529 -0.000592332
internal_weight=0 0.0107983 0.00939286 0.00838909 0.00285633 0.00553276 0.00393538 0.00261229
internal_count=3121 2965 2779 2392 1051 1341 1056 465
is_linear=0
shrinkage=0.1


Tree=3357
num_leaves=9
num_cat=0
split_feature=1 15 16 4 52 133 12 4
split_gain=3.55205e-05 5.21971e-05 9.40652e-05 4.90669e-05 6.23794e-05 9.88545e-05 8.29131e-05 5.93955e-05
threshold=0.104035 -0.016799999999999995 -0.071854999999999988 -0.0016099999999999997 -0.088204999999999992 0.084990000000000024 0.082095000000000015 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 6 -6 -5
right_child=1 -3 -4 7 5 -7 -8 -9
leaf_value=-0.021072352779343464 0.014802391896492673 0.023565786087277007 -0.017489600742901217 -0.03503551867486495 0.039088139929287433 -0.019012293084834212 0.0027797659176687604 -0.0017471997469304165
leaf_weight=0.0010029402909423456 0.0019995002273113707 0.0013013644051932008 0.0016435490991000032 0.001002571576575661 0.0010560748291670301 0.001038398491012533 0.0015550350503075268 0.001151788472050189
leaf_count=397 324 154 213 295 97 496 835 310
internal_value=0 0.00637488 0.000233971 -0.00476171 0.00101581 0.00708597 0.0174648 -0.0172385
internal_weight=0 0.00494441 0.00364305 0.00680681 0.00465245 0.00364951 0.00261111 0.00215436
internal_count=3121 691 537 2430 1825 1428 932 605
is_linear=0
shrinkage=0.1


Tree=3358
num_leaves=10
num_cat=0
split_feature=1 457 4 52 0 48 0 2 16
split_gain=3.15867e-05 8.16366e-05 8.17004e-05 7.9091e-05 0.000124721 7.05799e-05 6.34833e-05 3.02976e-05 2.79217e-05
threshold=0.111945 0.087995000000000004 -1.0000000180025095e-35 -0.085984999999999992 -0.083914999999999976 0.10358500000000001 -0.10324499999999999 0.099515000000000006 0.15891500000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -2 -4 -6
right_child=5 -3 7 4 8 -7 -8 -9 -10
leaf_value=-0.023278937502323946 0.034390262348935614 0.022130935263638796 -0.031102440261243328 0.032981445290737071 -0.015254147390351093 -0.013527834632495584 0.0026420840508666345 -0.0093630986773829035 0.0059800970456924292
leaf_weight=0.0010410479653870631 0.0010959190647378044 0.001050189916666236 0.0013880919513837217 0.0012150345409432193 0.0013051423210844076 0.001050279862577835 0.0013524394263496097 0.0011080837049993509 0.0010942224815541294
leaf_count=453 120 129 344 603 801 97 280 248 46
internal_value=0 -0.00339347 -0.00714164 0.000531384 0.00738942 0.00773278 0.016853 -0.0214521 -0.00557034
internal_weight=0 0.00820181 0.00715162 0.00465545 0.0036144 0.00349864 0.00244836 0.00249618 0.00239936
internal_count=3121 2624 2495 1903 1450 497 400 592 847
is_linear=0
shrinkage=0.0980392


Tree=3359
num_leaves=8
num_cat=0
split_feature=484 160 42 43 16 2 2
split_gain=3.27526e-05 5.72607e-05 7.57091e-05 8.40107e-05 9.20011e-05 8.23995e-05 9.03456e-05
threshold=0.084040000000000017 -1.0000000180025095e-35 -0.0060199999999999993 -0.074359999999999996 0.22339500000000004 0.089885000000000007 0.11263500000000001
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=-0.019721694789127699 0.014236724692810935 -0.018494975000738482 0.021986384217939501 -0.01305165432823097 -0.026692201163061358 0.030324434862086729 -0.0041990687334584713
leaf_weight=0.0014308905651473766 0.0013138186909802613 0.001525776048584517 0.0019754485512619678 0.0015203963371110299 0.001051469590234777 0.0015470906953309726 0.0012794116770372343
leaf_count=632 368 698 468 400 174 205 176
internal_value=0 -0.00187534 0.00099402 0.00502664 -0.00117951 0.00499175 0.0146974
internal_weight=0 0.0103305 0.00889959 0.00737382 0.00539837 0.0043469 0.0028265
internal_count=3121 2753 2121 1423 955 781 381
is_linear=0
shrinkage=0.0961169


Tree=3360
num_leaves=9
num_cat=0
split_feature=1 42 52 0 2 48 12 0
split_gain=3.36113e-05 6.43447e-05 6.13155e-05 0.000101289 7.81041e-05 0.000108469 7.235e-05 5.404e-05
threshold=0.12500000000000003 0.091735000000000025 0.11434500000000002 -0.077999999999999986 0.089885000000000007 0.084170000000000009 0.095175000000000023 -0.10607499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 -6 -5 -1
right_child=-2 -3 -4 6 5 -7 -8 -9
leaf_value=-0.0023332746634109401 0.012754756453942646 -0.024351063172966411 -0.022087533822149844 0.0061111781623387909 -0.014487067819637317 0.025377851451828054 0.040072949998717383 -0.033089008941743964
leaf_weight=0.001108242155362084 0.001741318045518101 0.0011681278796071273 0.0010437373807726733 0.0015640899317038092 0.0012760998621872176 0.0014673720728374268 0.0010472878747750292 0.001179149567568755
leaf_count=113 279 583 300 337 259 155 169 926
internal_value=0 -0.00231612 0.000647232 0.00375223 -0.00454215 0.00683506 0.0197315 -0.0181878
internal_weight=0 0.00985411 0.00868598 0.00764224 0.00503086 0.00274347 0.00261138 0.00228739
internal_count=3121 2842 2259 1959 1453 414 506 1039
is_linear=0
shrinkage=0.1


Tree=3361
num_leaves=13
num_cat=0
split_feature=484 42 15 43 3 15 133 52 160 2 3 52
split_gain=0.000252572 0.000118378 0.000126799 0.000143302 0.000170881 0.000163191 0.000155616 0.000120248 0.000135995 0.00014596 0.000170488 3.97133e-05
threshold=-0.0068949999999999992 -0.11051499999999999 -0.24436499999999997 -0.074359999999999996 -0.077774999999999983 0.040760000000000005 -0.0061299999999999992 -0.085984999999999992 0.086870000000000017 0.10613000000000002 0.0051600000000000005 0.060015000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -5 -8 9 10 -9 -11
right_child=1 2 3 6 -6 -7 7 8 -10 11 -12 -13
leaf_value=-0.00090842906382552482 -0.00057704038351537139 0.00076213620612094026 -0.00026357439149247731 -0.00074111842211838238 0.00096397240315393125 0.00071245466112331219 -0.00056925138611115575 0.00010303534225156282 -0.0004934275748043743 -0.00036768527695277178 0.0011472866158388686 0.00018019747792450116
leaf_weight=0.0010933206804783985 0.0010080170791248637 0.0010851191061008571 0.001800695818124295 0.0012077465758085822 0.0012478999251345785 0.0010384200728764492 0.0010930347179414048 0.0012145940504517745 0.0010449965788933702 0.0010173019430434749 0.0011900324923353189 0.0010173058934995183
leaf_count=503 159 228 395 630 225 176 203 343 43 93 68 55
internal_value=0 7.01955e-05 0.000120548 6.1906e-05 0.000359223 9.34129e-05 -9.41812e-05 2.46123e-05 0.000142972 0.000292781 0.000619828 -9.37434e-05
internal_weight=0 0.0139652 0.0129571 0.011872 0.00408702 0.00283912 0.00778501 0.00657727 0.00548423 0.00443923 0.00240463 0.00203461
internal_count=3121 2618 2459 2231 796 571 1435 805 602 559 411 148
is_linear=0
shrinkage=0.00196078


Tree=3362
num_leaves=9
num_cat=0
split_feature=15 0 0 0 12 3 2 3
split_gain=2.97679e-05 4.69244e-05 9.47967e-05 6.83198e-05 6.79051e-05 6.54684e-05 9.23827e-05 4.40896e-05
threshold=0.091650000000000023 -0.077999999999999986 -0.053834999999999994 -0.10096999999999999 0.051320000000000005 0.12178000000000001 0.098035000000000011 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -4 6 7 -1
right_child=-2 2 4 -5 -6 -7 -8 -9
leaf_value=-0.01931081586946436 -0.015030332330105945 0.03217564402463987 0.01733393907537124 -0.027000517496055504 -0.011628416918766744 -0.019287844860008261 0.029269794318074832 0.0070007184306400917
leaf_weight=0.0010225790365748959 0.001148205595793878 0.0012456264251010994 0.0013239872777665938 0.0010331680468547719 0.0018871827877883953 0.0011943160294565769 0.0012175797050672128 0.0015250375503703681
leaf_count=153 497 365 231 1245 227 124 189 90
internal_value=0 0.00160006 0.00921824 -0.00406563 0.00031296 0.000712177 0.00705616 -0.00356038
internal_weight=0 0.0104495 0.0044568 0.00599268 0.00321117 0.00495951 0.0037652 0.00254762
internal_count=3121 2624 823 1801 458 556 432 243
is_linear=0
shrinkage=0.0980392


Tree=3363
num_leaves=12
num_cat=0
split_feature=484 133 133 15 3 1 0 47 12 3 16
split_gain=0.000124806 0.000127704 0.000177663 0.000170278 0.00012856 0.000117613 0.000161453 0.000123878 0.000104512 9.28337e-05 5.21997e-05
threshold=-1.0000000180025095e-35 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 -0.13309499999999996 0.095285000000000022 -0.13027499999999997 0.13148500000000005 0.088305000000000008 0.12178000000000001 -0.088909999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 9 -5 10 -7
right_child=1 -3 -4 8 5 7 -8 -9 -10 -11 -12
leaf_value=-0.0006414326564835001 0.00067597454766066766 -0.00061661683578690557 0.00074550935817407253 -0.00090276889343045394 0.00021515844574466073 0.00037468724666765875 -0.00074090718770800893 -0.00034710922348786777 -5.9851411826636398e-05 -6.7669993510179432e-05 0.00097570102508871457
leaf_weight=0.0011039063320945558 0.0014373973034394446 0.0010345948328471773 0.0014486119890756858 0.0010850981821947346 0.0012937527522519745 0.001231259656424804 0.0014293764778686333 0.001065344830825099 0.0011810841517829957 0.0010194838138981865 0.0010124601261394706
leaf_count=515 181 370 415 388 75 103 391 36 376 121 150
internal_value=0 4.4802e-05 0.000100874 1.40493e-05 0.000141522 3.25799e-05 -0.000286682 0.000233431 -0.000463459 0.000422961 0.00064589
internal_weight=0 0.0132385 0.0122039 0.0107553 0.00848907 0.00705168 0.00272313 0.00432855 0.00226618 0.0032632 0.00224372
internal_count=3121 2606 2236 1821 1057 876 466 410 764 374 253
is_linear=0
shrinkage=0.00196078


Tree=3364
num_leaves=9
num_cat=0
split_feature=48 50 4 12 3 47 2 52
split_gain=2.9385e-05 7.92012e-05 0.000116054 5.3733e-05 0.000146651 0.000155202 0.000115953 7.38126e-05
threshold=0.11951500000000001 0.088425000000000017 0.36766000000000004 -0.040564999999999997 0.10542000000000001 0.092165000000000011 0.092365000000000017 -0.0064899999999999992
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=-0.020175419430412973 -0.016157637977033894 -0.023855180762024909 0.035341947281620746 -0.016636422961518602 0.030563963689898384 0.030139008314405993 -0.035395633422956652 0.013822517116628481
leaf_weight=0.0010925872375151142 0.0010315077360148498 0.0011013228278126596 0.0010794267472537212 0.0015697549688202988 0.001580382715266837 0.001087250860820386 0.0014401394475932463 0.0016132863788270195
leaf_count=204 114 521 277 419 98 174 597 717
internal_value=0 0.00152542 0.00447931 0.000505516 0.00360472 -0.00385635 -0.0118512 -0.00119867
internal_weight=0 0.0105642 0.00946283 0.0083834 0.00729081 0.00571043 0.00462318 0.00318304
internal_count=3121 3007 2486 2209 2005 1907 1733 1136
is_linear=0
shrinkage=0.1


Tree=3365
num_leaves=11
num_cat=0
split_feature=484 133 133 15 12 3 1 0 1 0
split_gain=0.000122385 0.000129211 0.000169162 0.000163602 0.000113946 0.000104577 0.000106703 0.000184453 9.06221e-05 0.000125687
threshold=-1.0000000180025095e-35 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 0.088305000000000008 -0.13309499999999996 0.095285000000000022 -0.13027499999999997 0.11181500000000001 -0.11756999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 7 -7 -8 -10
right_child=1 -3 -4 4 -6 6 8 -9 9 -11
leaf_value=-0.00062272859571735003 0.00063822136987493289 -0.00062193352566401272 0.00074855755610239445 -0.00090745387996430185 -2.4874100986287708e-05 0.00028860943902252434 0.00062556247219025638 -0.00074305224209533338 -0.00038525143704754358 0.0004622410880800984
leaf_weight=0.0011159336053374888 0.0014142692996544047 0.0010035070125431365 0.0014096942379994539 0.0010684278524611703 0.0011874939990477696 0.0012672875733523623 0.0015423259002862 0.0014050193911911819 0.0013748082012120296 0.0013175633770749757
leaf_count=515 181 370 415 388 376 75 150 391 91 169
internal_value=0 5.39327e-05 0.000110514 2.54779e-05 -0.000442873 0.000152449 5.29831e-05 -0.000253808 0.000246583 2.94852e-05
internal_weight=0 0.0129904 0.0119869 0.0105772 0.00225592 0.00832127 0.006907 0.00267231 0.0042347 0.00269237
internal_count=3121 2606 2236 1821 764 1057 876 466 410 260
is_linear=0
shrinkage=0.00196078


Tree=3366
num_leaves=12
num_cat=0
split_feature=484 42 43 3 133 3 15 151 4 2 52
split_gain=0.000217893 0.000127344 0.000154177 0.000197717 0.000151779 0.00013454 8.98585e-05 0.000105842 0.0002038 6.8374e-05 6.71429e-05
threshold=-0.0068949999999999992 -0.11051499999999999 -0.074359999999999996 -0.077774999999999983 -0.0061299999999999992 -0.10519499999999998 1.0000000180025095e-35 -0.044604999999999992 0.24564500000000003 0.089885000000000007 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -4 -3 7 -6 9 -9 -11
right_child=1 2 4 -5 6 -7 -8 8 -10 10 -12
leaf_value=-0.00088381438984651501 -0.00061473446389238829 0.00053482280647101758 -0.00066260847996140674 0.0010291277178866916 -0.00033445145113103312 -0.00032601099059937174 -0.00039990046990822541 -0.00032821382393161499 0.0010478115813265221 0.00060303535986881186 -3.3897416313060147e-05
leaf_weight=0.0010251465923440542 0.0010167609947058205 0.0014415052022071634 0.0012930311663844046 0.0013617635764105514 0.0012754602578066475 0.0013533889493709721 0.0013078931573221207 0.0011002983475903445 0.0010858671857104899 0.0011680370628646055 0.0013978000896085637
leaf_count=503 159 118 669 289 112 463 347 100 132 153 76
internal_value=0 5.31364e-05 0.00010625 0.000416479 -4.31996e-05 0.000117976 6.59859e-05 0.000167078 0.000301691 8.06988e-05 0.000256051
internal_weight=0 0.0138018 0.012785 0.00415666 0.00862839 0.00279489 0.00733536 0.00602746 0.004752 0.00366614 0.00256584
internal_count=3121 2618 2459 870 1589 581 920 573 461 329 229
is_linear=0
shrinkage=0.00196078


Tree=3367
num_leaves=12
num_cat=0
split_feature=484 133 133 15 12 16 2 15 12 4 15
split_gain=0.00016876 0.00010925 0.000122383 0.000140644 0.00011697 9.52875e-05 8.45711e-05 7.91001e-05 7.49459e-05 4.39957e-05 2.19588e-05
threshold=-0.0068949999999999992 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 0.088305000000000008 -0.014034999999999997 0.11548000000000001 -0.094549999999999981 1.0000000180025095e-35 0.053925000000000008 -0.0088349999999999974
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 7 9 10 -2 -7
right_child=1 -3 -4 4 -6 8 -8 -9 -10 -11 -12
leaf_value=-0.00078289758011474558 0.00026326210508625762 -0.00056112360210747376 0.00063699046326854119 -0.00087799070861865045 7.7858722875176288e-06 0.00043014764620451896 0.00041168732949821706 -0.0005984946108383778 7.9623154564549317e-05 -0.00025490673630362999 0.00083946146655805587
leaf_weight=0.0010151580107371537 0.0013033329994760743 0.0010504699315777464 0.0014301068125089902 0.0010699062491628282 0.001234544130327587 0.001012073952618462 0.0012131551320129393 0.0012014167858819809 0.001753519397824354 0.0012193861233203065 0.001003608943964444
leaf_count=503 100 371 418 388 377 118 162 163 312 134 75
internal_value=0 4.6096e-05 9.73671e-05 2.72806e-05 -0.000403461 0.00014129 -3.79383e-05 -0.000184406 0.000376062 1.27991e-05 0.000633945
internal_weight=0 0.0134915 0.0124411 0.0110109 0.00230445 0.00870649 0.00493729 0.00372414 0.0037692 0.00252272 0.00201568
internal_count=3121 2618 2247 1829 765 1064 559 397 505 234 193
is_linear=0
shrinkage=0.00196078


Tree=3368
num_leaves=9
num_cat=0
split_feature=11 43 12 12 13 52 16 4
split_gain=3.17127e-05 4.25561e-05 7.79285e-05 0.000127439 5.96872e-05 7.40244e-05 0.000120381 2.68524e-05
threshold=0.079915000000000014 -0.067199999999999996 0.051320000000000005 0.09202500000000001 -0.095304999999999987 -0.069804999999999992 -0.074319999999999983 -0.077679999999999985
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 7 -6 -7 -3
right_child=-2 4 3 -5 5 6 -8 -9
leaf_value=0.028891187008499443 -0.016393325610080844 0.02146871684365079 -0.026524105091275327 0.018968870242138225 -0.028788211121959909 -0.018527988582424295 0.021333489076961514 -0.00067113049467197735
leaf_weight=0.001390879375331713 0.0010788432677282531 0.0010850693492161639 0.0010811535946354056 0.001430485266131239 0.0014131384804049341 0.0017374086522029652 0.0013434546468068453 0.0011064009240238787
leaf_count=271 199 68 658 361 238 682 426 218
internal_value=0 0.00160398 0.00990187 -0.000613919 -0.00323976 -0.00983797 -0.00114582 0.010291
internal_weight=0 0.010588 0.00390252 0.00251164 0.00668547 0.004494 0.00308086 0.00219147
internal_count=3121 2922 1290 1019 1632 1346 1108 286
is_linear=0
shrinkage=0.1


Tree=3369
num_leaves=9
num_cat=0
split_feature=42 43 3 4 133 16 48 160
split_gain=2.98354e-05 6.89784e-05 0.000184602 9.34919e-05 6.68741e-05 6.53244e-05 0.000104245 9.05047e-05
threshold=-0.095859999999999987 -0.067199999999999996 -0.077774999999999983 -0.083644999999999983 -1.0000000180025095e-35 0.22339500000000004 0.086035000000000014 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -3 6 7 -6
right_child=1 4 -4 -5 5 -7 -8 -9
leaf_value=-0.01622202978528382 0.015802038162385026 -0.027651496002602517 0.046083918774501811 -0.025707091960274372 -0.0061941438376120934 -0.02190957974533133 -0.013093088652818547 0.029157631753703558
leaf_weight=0.0010392831537768933 0.0011621988000319679 0.0010210950701595861 0.0011398760567634565 0.0010178009222794053 0.0011443947914154015 0.0011206197557281916 0.0019960832073930602 0.0019722297162882061
leaf_count=241 175 717 388 632 197 180 180 411
internal_value=0 0.00153441 0.0134735 -0.0035778 -0.00392933 -4.33477e-05 0.00474936 0.0161768
internal_weight=0 0.0105743 0.00331988 0.00218 0.00725442 0.00623333 0.00511271 0.00311662
internal_count=3121 2880 1195 807 1685 968 788 608
is_linear=0
shrinkage=0.1


Tree=3370
num_leaves=9
num_cat=0
split_feature=43 13 16 133 16 1 13 3
split_gain=3.03314e-05 5.60965e-05 5.91807e-05 5.52459e-05 5.76607e-05 8.42895e-05 7.62977e-05 6.40976e-05
threshold=-0.34140499999999996 0.10820000000000002 0.22339500000000004 0.083950000000000011 -0.008904999999999998 0.08844500000000001 -0.094514999999999988 0.090900000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 -8
right_child=1 -3 -4 -5 -6 6 7 -9
leaf_value=-0.015653786932090061 -0.031851839542455192 0.024107635653252864 -0.018884725109597374 0.021208358639001855 0.015183648856339034 0.023069420958947942 -0.024351778272112143 0.0058162007017755583
leaf_weight=0.0011237923990815848 0.0010339521126987985 0.0010040394281962467 0.0015118915273180092 0.0013405838549547565 0.0016384218608775803 0.0010658385447082225 0.001325730057179628 0.0015024612794733994
leaf_count=133 779 118 391 840 341 155 267 97
internal_value=0 0.00163792 -0.000757321 0.00270881 -0.00106802 -0.00647126 0.000267848 -0.0083252
internal_weight=0 0.0104229 0.00941888 0.00790699 0.0065664 0.00492798 0.00389403 0.00282819
internal_count=3121 2988 2870 2479 1639 1298 519 364
is_linear=0
shrinkage=0.1


Tree=3371
num_leaves=9
num_cat=0
split_feature=52 0 16 160 52 2 3 4
split_gain=3.16304e-05 8.8824e-05 0.000110874 8.27971e-05 7.75872e-05 0.000106835 0.000106435 5.85996e-05
threshold=-0.046924999999999988 -0.15202999999999997 0.071345000000000006 -1.0000000180025095e-35 0.10744000000000002 0.10097500000000002 -0.08824499999999999 -0.00059999999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 6 -5 -8
right_child=3 2 -4 4 -6 -7 7 -9
leaf_value=-0.014126674041108898 -0.024990467102931801 0.04127623819294593 -1.1486373525793293e-06 -0.01850259795045742 0.02503214200112501 -0.024595978183381141 0.037233843612560921 0.0040110112658271174
leaf_weight=0.0013098393318823343 0.0014866267599201724 0.0011389201070214682 0.0015181486542213457 0.0011166316493931706 0.0011259089714872276 0.0016731560536516212 0.0010007715757253312 0.0011308012615455342
leaf_count=70 743 433 450 304 176 252 490 203
internal_value=0 0.00718568 0.0176919 -0.00384699 0.0013508 -0.00406702 0.00650749 0.0196091
internal_weight=0 0.00396691 0.00265707 0.0075339 0.00604727 0.00492136 0.0032482 0.00213157
internal_count=3121 953 883 2168 1425 1249 997 693
is_linear=0
shrinkage=0.1


Tree=3372
num_leaves=9
num_cat=0
split_feature=49 3 42 42 484 1 4 16
split_gain=3.23362e-05 5.90474e-05 5.89027e-05 4.89935e-05 7.5954e-05 7.66296e-05 8.31825e-05 7.67771e-05
threshold=-0.043469999999999995 0.090900000000000009 0.091545000000000015 0.08623500000000002 0.073690000000000019 0.11353000000000001 -0.083854999999999985 -0.059624999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -2 -8
right_child=2 -3 -4 -5 -6 -7 7 -9
leaf_value=-0.0020853634679682126 0.0015164891299549604 0.027966025087648429 -0.023980535908106723 0.020077297749847681 0.020437432465980881 0.01068270500700262 -0.047931733011226954 -0.010263092559876553
leaf_weight=0.001715692097280958 0.0015985023088523113 0.0010564470101662865 0.0011630906558735667 0.0010645927670920995 0.0011317862144727305 0.0015414963844329224 0.0010519762435726506 0.0011141828077767073
leaf_count=321 444 104 614 423 217 177 494 327
internal_value=0 0.00936706 -0.00304111 0.000205052 -0.00308107 -0.00809749 -0.0157873 -0.0285565
internal_weight=0 0.00277214 0.00866563 0.00750254 0.00643794 0.00530616 0.00376466 0.00216616
internal_count=3121 425 2696 2082 1659 1442 1265 821
is_linear=0
shrinkage=0.1


Tree=3373
num_leaves=9
num_cat=0
split_feature=1 43 15 3 12 160 1 13
split_gain=2.90973e-05 7.13862e-05 5.54896e-05 7.28212e-05 6.78408e-05 0.000158718 7.30976e-05 2.94058e-05
threshold=0.077565000000000009 0.093175000000000022 1.0000000180025095e-35 -0.10519499999999998 -0.010834999999999999 -1.0000000180025095e-35 0.11061500000000002 -0.029529999999999997
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=-0.029214574425823175 0.029322455613525186 0.013190996928410387 -0.012796754802649041 0.023088579234348566 -0.037578286623073942 0.020526621152578528 -0.011760984339760229 -0.0060051567349866455
leaf_weight=0.0011653652173471093 0.0012294401724396329 0.0010674623923514295 0.0017175232266415565 0.0012005453448236773 0.0010414286102753086 0.0017860628057489035 0.0011543753503938381 0.0010269345194195215
leaf_count=873 214 191 433 315 205 186 132 572
internal_value=0 -0.00801643 0.00316636 0.00744235 0.00225166 -0.00403074 0.00785095 -0.0183426
internal_weight=0 0.00325976 0.00812938 0.00641185 0.00518241 0.00398187 0.00294044 0.0021923
internal_count=3121 1636 1485 1052 838 523 318 1445
is_linear=0
shrinkage=0.1


Tree=3374
num_leaves=12
num_cat=0
split_feature=484 133 133 15 12 16 0 151 4 52 4
split_gain=0.00020128 0.000104362 0.000143205 0.000119846 0.000120784 7.80235e-05 0.000100943 0.000108656 0.000161442 5.57498e-05 6.55527e-05
threshold=-0.0068949999999999992 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 0.088305000000000008 -0.008904999999999998 -0.10151999999999999 -0.044604999999999992 0.24564500000000003 1.0000000180025095e-35 0.076415000000000025
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 -7
right_child=1 -3 -4 4 -6 9 -8 8 -10 -11 -12
leaf_value=-0.000847924791070895 -0.00037989729952853037 -0.00054573432000253714 0.00070443339952353445 -0.00084944142475729687 6.202077202635557e-05 -7.0078145536449485e-05 -0.00054476595787091074 -4.7344978961928123e-05 0.00093586158628351497 0.00073920981294207174 0.00057700766279857713
leaf_weight=0.0010096596000474184 0.0011218300460808283 0.0010066168005887716 0.0013857249045996752 0.0010590854995209584 0.0011837493387076201 0.001430926825255239 0.0010900024339478595 0.001599984133018009 0.0010724552740931578 0.0010627085719474953 0.0010389078089493263
leaf_count=503 89 371 418 388 377 344 293 105 104 52 77
internal_value=0 6.07784e-05 0.000111464 3.43795e-05 -0.000368379 0.000141703 -1.88478e-05 0.000132236 0.000347218 0.000363689 0.000202111
internal_weight=0 0.013052 0.0120454 0.0106596 0.00224283 0.00841682 0.00488427 0.00379427 0.00267244 0.00353254 0.00246983
internal_count=3121 2618 2247 1829 765 1064 591 298 209 473 421
is_linear=0
shrinkage=0.00196078


Tree=3375
num_leaves=11
num_cat=0
split_feature=133 133 484 15 12 12 157 12 160 47
split_gain=0.000134406 0.000145187 7.27312e-05 0.0001247 0.000134423 0.000106105 0.000140711 0.000162175 0.000190773 0.000126901
threshold=0.10622000000000002 0.083950000000000011 -1.0000000180025095e-35 1.0000000180025095e-35 0.088305000000000008 -0.040564999999999997 -1.0000000180025095e-35 0.09334000000000002 0.083670000000000008 0.086380000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -4 -7 8 9 -8
right_child=-2 -3 3 4 -6 6 7 -9 -10 -11
leaf_value=-0.00053091159490883434 -0.0006928801156214614 0.00061449400980294441 -0.00046708579063266535 -0.00089216576724017091 6.7805375921812903e-05 -0.0004234774075347102 0.0011392045963594304 -0.00020302782182925303 -0.00016052097524003973 0.00037996311002172646
leaf_weight=0.0010110989536655209 0.00101891557853477 0.0015281800033582127 0.0010060340692601725 0.0010727979551840075 0.0011750986143426406 0.0011326768919290055 0.0016695316192889146 0.0016291263114314811 0.0011824282902650005 0.0017166339234345254
leaf_count=285 435 580 200 388 376 219 221 232 81 104
internal_value=0 4.63961e-05 -2.84745e-05 1.95223e-05 -0.000390336 0.00013004 0.00021199 0.000328126 0.000517531 0.000754303
internal_weight=0 0.0131236 0.0115954 0.0105843 0.0022479 0.00833643 0.0073304 0.00619772 0.00456859 0.00338617
internal_count=3121 2686 2106 1821 764 1057 857 638 406 325
is_linear=0
shrinkage=0.00196078


Tree=3376
num_leaves=12
num_cat=0
split_feature=133 133 15 14 0 160 151 0 43 0 2
split_gain=0.000110357 0.000148044 8.98626e-05 0.000103847 0.000147803 0.000184733 0.000309001 0.000171585 0.00013001 0.000101317 2.19242e-05
threshold=0.10622000000000002 0.083950000000000011 0.024640000000000006 -0.18536 -0.13027499999999997 1.0000000180025095e-35 -0.039414999999999999 -0.060129999999999996 -0.074359999999999996 -0.10151999999999999 0.086950000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 9 -9 -6 -4
right_child=-2 -3 10 4 7 -7 -8 8 -10 -11 -12
leaf_value=-0.00053077087358009733 -0.00062841140080495145 0.00061619023666176882 -0.00019834250710376228 -3.1222585030478753e-05 -5.8710301322163502e-05 -0.00014724270884135406 0.0014182368841719679 0.00063610512398148229 -0.00024469579034879684 -0.00089200715660109797 -0.0005991798594044322
leaf_weight=0.0010663771722680205 0.0010214073739718372 0.0015200761626496641 0.0010336580584223267 0.001037606203410868 0.0010535803337910908 0.0013946722106298586 0.0012427066935166561 0.00142141128174285 0.0011784491534456904 0.0011997924834021207 0.0010653102237945678
leaf_count=117 435 580 509 87 99 75 108 94 230 473 314
internal_value=0 4.05452e-05 -3.42844e-05 4.61118e-05 0.000118246 0.000414886 0.000758692 -0.000106377 0.000236861 -0.000502393 -0.000401783
internal_weight=0 0.0132136 0.0116936 0.0095946 0.00852822 0.00367499 0.00228031 0.00485323 0.00259986 0.00225337 0.00209897
internal_count=3121 2686 2106 1283 1166 270 195 896 324 572 823
is_linear=0
shrinkage=0.00196078


Tree=3377
num_leaves=12
num_cat=0
split_feature=484 133 133 15 3 3 1 15 15 4 4
split_gain=0.000207798 0.000155903 0.000199044 0.00018548 0.000135022 0.000133317 0.000122833 0.000150875 7.61567e-05 0.00015087 9.82392e-05
threshold=-0.0068949999999999992 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 -0.13309499999999996 -0.077644999999999978 1.0000000180025095e-35 -0.018314999999999994 -0.074054999999999996 -1.0000000180025095e-35 0.24564500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5 -6 8 9 -8 -11
right_child=1 -3 -4 5 6 -7 7 -9 -10 10 -12
leaf_value=-0.0009924923282477521 0.00051331185922457866 -0.00083028491444435166 0.000628878955636687 -0.00024275068905962895 -0.00068391890393521709 -0.0011705830969214539 0.00061230195674142739 0.0006867793343751479 -0.00056280373853618984 -0.0006178188462095406 0.00010119981175041456
leaf_weight=0.0011221997433268601 0.0015556947683632869 0.0010837616647164294 0.0014487513029830075 0.0014703934045083124 0.0012449091259182556 0.0010005318328046204 0.0010901264025342553 0.001004500063392472 0.0012604264849644733 0.0013984974449355895 0.0015296740354075094
leaf_count=503 183 371 418 565 285 200 115 111 112 93 165
internal_value=0 -0.000115777 -5.6227e-05 -0.000142126 -1.25599e-05 -0.00061845 -0.000121232 -9.74526e-06 -0.000142288 -1.03847e-05 -0.000242204
internal_weight=0 0.0140873 0.0130035 0.0115548 0.00908383 0.00247093 0.00752813 0.00628322 0.00527872 0.0040183 0.00292817
internal_count=3121 2618 2247 1829 1064 765 881 596 485 373 258
is_linear=0
shrinkage=0.00196078


Tree=3378
num_leaves=12
num_cat=0
split_feature=484 15 133 133 15 15 12 0 48 52 47
split_gain=0.000167718 0.000136902 0.00011993 0.000159083 0.000141716 0.00016883 0.000126139 9.59446e-05 0.000247168 0.000196008 0.000117953
threshold=-0.0068949999999999992 -0.24436499999999997 0.10622000000000002 0.083950000000000011 -0.11713499999999999 1.0000000180025095e-35 0.088305000000000008 -0.10607499999999999 0.085325000000000012 0.08257500000000001 0.092165000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 7 -7 8 -6 10 -9
right_child=1 2 -4 -5 5 6 -8 9 -10 -11 -12
leaf_value=-0.00077704815781586695 0.00071141092234413899 -0.00073398021686521466 -0.00064482291913038072 0.00065064741209763647 0.0010385671475694033 -0.00088781504343321668 2.2129360251213532e-05 -0.00073521453845071141 -0.00012379604611868379 0.00056850800828956946 0.00013024496978243107
leaf_weight=0.0010265661121704019 0.001089788958094604 0.0010240502143633997 0.0010580087974252006 0.0014565530069957601 0.001437457317149643 0.0011321808476277805 0.0012134657927087272 0.0013382514292388172 0.0013772071450056655 0.0014389300487616043 0.0011056599206065937
leaf_count=503 232 138 355 370 102 388 377 383 79 119 75
internal_value=0 4.47181e-05 -1.30285e-05 4.49773e-05 -4.26529e-05 3.56333e-05 -0.000417076 0.000194184 0.000469826 -5.62784e-06 -0.000343668
internal_weight=0 0.0136716 0.0125818 0.0115238 0.0100672 0.00904315 0.00234565 0.00669751 0.00281466 0.00388284 0.00244391
internal_count=3121 2618 2386 2031 1661 1523 765 758 181 577 458
is_linear=0
shrinkage=0.00196078


Tree=3379
num_leaves=11
num_cat=0
split_feature=133 3 484 15 15 42 43 16 2 2
split_gain=0.000105819 0.000158444 0.000114831 6.86742e-05 0.000103392 9.89366e-05 0.000150315 0.000116029 0.000121478 6.66733e-05
threshold=0.10622000000000002 0.16158000000000003 -1.0000000180025095e-35 -0.15914499999999995 -0.095869999999999983 -0.088934999999999986 -0.11008499999999999 0.22339500000000004 0.089885000000000007 0.10327000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 -7 8 -8 -10
right_child=-2 -3 3 4 5 6 7 -9 9 -11
leaf_value=-0.00064033568860095741 -0.00060228636216582375 0.00075601421488749718 0.00045674570328277928 -0.00047719046524722232 -0.00046394948233698325 0.00082902713439097966 -0.00024308592619069473 -0.00054463108695008121 0.00066194967536473311 7.566125300042426e-05
leaf_weight=0.00103257767875515 0.0010294011628326155 0.001119690856633492 0.0013558395798223431 0.0015571927890453167 0.0011283192253868334 0.0010944564580604504 0.0017499661445645794 0.0010751766710081316 0.0017064817499594922 0.0013246003039550786
leaf_count=443 435 149 230 185 258 105 716 255 195 150
internal_value=0 5.05323e-05 -1.51597e-05 4.35685e-05 -1.45667e-05 7.46021e-05 0.000162026 3.73721e-05 0.000168255 0.000405738
internal_weight=0 0.0131443 0.0120246 0.010992 0.00963619 0.008079 0.00695068 0.00585622 0.00478105 0.00303108
internal_count=3121 2686 2537 2094 1864 1679 1421 1316 1061 345
is_linear=0
shrinkage=0.00196078


Tree=3380
num_leaves=9
num_cat=0
split_feature=4 0 0 42 3 49 1 2
split_gain=2.86707e-05 6.77655e-05 4.71565e-05 7.29191e-05 5.52535e-05 0.000110865 0.000104764 9.95368e-05
threshold=-0.49405499999999997 -1.0000000180025095e-35 -0.053834999999999994 0.091295000000000015 0.090900000000000009 -1.0000000180025095e-35 0.094465000000000007 0.11215000000000001
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=-0.0162593628504672 -0.035946165647033235 0.021949359381289772 -0.020555665298866717 0.022733125328052814 0.027874492839459732 -0.015868051872860497 0.025737227112737668 -0.0088507449823720854
leaf_weight=0.0010161518009794606 0.0012281192190316172 0.0013850227765579192 0.0011674641322031035 0.0012905038540453944 0.0012909388107326947 0.0015215951440160124 0.0010049423943712648 0.0017229792278907197
leaf_count=156 381 186 186 567 107 1239 142 157
internal_value=0 0.00132381 -0.00177235 0.000948657 -0.00320479 -0.0112997 0.000680647 0.00687962
internal_weight=0 0.0106116 0.00922654 0.00805908 0.00676857 0.00375466 0.00252654 0.00301392
internal_count=3121 2965 2779 2593 2026 1762 1381 264
is_linear=0
shrinkage=0.1


Tree=3381
num_leaves=12
num_cat=0
split_feature=484 133 133 15 12 12 52 0 1 160 1
split_gain=0.000247706 0.000121843 0.00012497 0.000194216 0.000111276 0.000100538 0.000233195 0.000169236 0.000241371 0.000174536 9.56499e-05
threshold=-0.0068949999999999992 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 0.088305000000000008 0.09334000000000002 0.060015000000000006 -0.13027499999999997 0.11103500000000001 0.081905000000000019 0.095285000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 7 8 9 -2 -9
right_child=1 -3 -4 4 -6 -7 -8 10 -10 -11 -12
leaf_value=-0.00093371084315401127 0.0012830580795287715 -0.00058218649338426926 0.0006704538443286054 -0.0009229001694692618 -5.2141481966677568e-05 -0.00022635561343956745 0.00098341079386628726 -0.00075423042971087305 -0.00039068687588638345 0.00016455198479807485 8.255288265748087e-05
leaf_weight=0.0010303994997664804 0.0011458824958250381 0.0010337493856864511 0.0013986087623116044 0.0010687098258737899 0.0011953526985714871 0.0018225629692530856 0.0014700893886409449 0.0010396628027794512 0.0010401659457860198 0.0010083852579919391 0.0010613281377020024
leaf_count=503 81 371 418 388 377 292 148 242 69 56 176
internal_value=0 6.42583e-05 0.000118807 4.77114e-05 -0.000463167 0.000182394 0.000292507 0.000100701 0.000384978 0.0007595 -0.000331524
internal_weight=0 0.0132845 0.0122507 0.0108521 0.00226406 0.00858808 0.00676551 0.00529542 0.00319443 0.00215427 0.00210099
internal_count=3121 2618 2247 1829 765 1064 772 624 206 137 418
is_linear=0
shrinkage=0.00196078


Tree=3382
num_leaves=8
num_cat=0
split_feature=11 48 0 2 2 3 15
split_gain=3.07021e-05 4.45755e-05 0.000119678 6.30395e-05 0.000110565 4.72286e-05 8.32058e-05
threshold=0.079915000000000014 0.016865000000000002 -0.20211999999999997 0.11237500000000002 0.10136500000000002 -0.078934999999999991 -0.016799999999999995
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=-0.013873975774758613 -0.016179862710946229 -0.008315812422403198 0.030404480876244724 0.01572838204257419 -0.037748376282540221 -0.011472709804529595 0.021778513567101896
leaf_weight=0.0018417169669820233 0.0010890390547321901 0.0015742010807724416 0.0016194218122868457 0.0014640027263206337 0.0010002556007265217 0.0013974561170944861 0.0016307367978842585
leaf_count=1237 199 82 490 340 181 257 335
internal_value=0 0.00145764 0.0113185 -0.0028362 -0.00746615 -0.00124633 0.00643368
internal_weight=0 0.0105278 0.00319362 0.00733417 0.00587017 0.00486991 0.00302819
internal_count=3121 2922 572 2350 2010 1829 592
is_linear=0
shrinkage=0.1


Tree=3383
num_leaves=9
num_cat=0
split_feature=15 49 42 15 47 4 1 1
split_gain=2.75835e-05 3.97284e-05 8.39926e-05 7.71175e-05 7.12191e-05 7.10099e-05 7.00014e-05 6.0318e-05
threshold=-0.24436499999999997 -0.043469999999999995 0.091545000000000015 -0.037864999999999989 0.092530000000000015 -0.059649999999999988 0.080585000000000004 0.10089500000000001
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=0.015057190420482286 -0.0040578452338501251 0.0029979833174313339 -0.031870027599995937 0.0090097602892516022 -0.032995128084399493 0.024698757029047603 -0.022728689113814142 0.025699466422955827
leaf_weight=0.0010778227662606001 0.0016178585152785739 0.001011802106919222 0.0010405961342229587 0.0019331321941867003 0.0012037955645563248 0.0014229430831347615 0.0010849310356815592 0.0011765429750479808
leaf_count=253 232 470 530 600 198 312 333 193
internal_value=0 -0.00174191 -0.00544963 -0.00131946 -0.0165581 0.00628302 -0.00239955 0.00847105
internal_weight=0 0.0104916 0.0076972 0.0066566 0.0022156 0.00444101 0.00301806 0.0027944
internal_count=3121 2868 2443 1913 668 1245 933 425
is_linear=0
shrinkage=0.1


Tree=3384
num_leaves=8
num_cat=0
split_feature=1 4 15 3 47 1 1
split_gain=2.89426e-05 6.04472e-05 4.58349e-05 6.55239e-05 6.12281e-05 0.000154763 6.38747e-05
threshold=0.077565000000000009 -0.083854999999999985 1.0000000180025095e-35 -0.10519499999999998 0.087235000000000021 0.13146500000000003 0.09697500000000002
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=0.0028834001690330757 0.027439383668307768 -0.024775959454025831 -0.011362610047620125 -0.0038375455075622816 -0.033008273190766629 0.01922404174574021 0.02580013822235502
leaf_weight=0.001995833193088322 0.001252099307326688 0.0013078903946519985 0.0017459531590772494 0.0013958654275966773 0.0012994499561173431 0.0010067703202748519 0.0015179607564057658
leaf_count=353 214 1283 433 187 217 54 380
internal_value=0 -0.00806649 0.00301612 0.00689498 0.00196713 -0.0102065 0.0116022
internal_weight=0 0.00330372 0.0082181 0.00647215 0.00522005 0.00230622 0.00291383
internal_count=3121 1636 1485 1052 838 271 567
is_linear=0
shrinkage=0.1


Tree=3385
num_leaves=9
num_cat=0
split_feature=11 48 0 2 52 13 2 15
split_gain=3.23236e-05 3.69609e-05 0.00010407 4.52555e-05 8.99388e-05 0.000144693 0.000124504 4.06386e-05
threshold=0.079915000000000014 0.016865000000000002 -0.20211999999999997 0.11237500000000002 0.10160000000000001 -0.094514999999999988 0.084245000000000014 -0.016799999999999995
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=0.030364154778654281 -0.016605505656392516 -0.0076574503959436621 0.028641338548362455 0.013522638014691585 -0.032627522300157565 -0.011640973214903776 -0.037008970607843798 0.014462217947187717
leaf_weight=0.0011549322574185153 0.0010808251582966827 0.0015713304499803682 0.0015881495669482588 0.0014353574409727531 0.0010609802453735414 0.0010866483422027654 0.0011759053759587568 0.0013220279384975268
leaf_count=122 199 82 490 340 406 187 899 396
internal_value=0 0.00156477 0.0105886 -0.0023754 -0.00630944 -0.000417911 -0.0103357 0.00268604
internal_weight=0 0.0103953 0.00315948 0.00723585 0.00580049 0.00473951 0.00358458 0.00240868
internal_count=3121 2922 572 2350 2010 1604 1482 583
is_linear=0
shrinkage=0.1


Tree=3386
num_leaves=11
num_cat=0
split_feature=484 4 150 124 1 42 4 4 13 13
split_gain=0.000196936 8.56749e-05 0.000101233 8.12041e-05 7.94622e-05 0.000112856 8.97901e-05 9.44241e-05 0.000249718 1.08252e-05
threshold=-0.0068949999999999992 0.27044500000000005 0.089910000000000018 -0.013479999999999999 0.12811000000000003 0.088915000000000008 -1.0000000180025095e-35 -0.031404999999999995 -0.0034749999999999994 -0.096404999999999991
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 8 9 -5
right_child=1 -3 -4 4 -6 -7 -8 -9 -10 -11
leaf_value=-0.00083909746476713224 -0.00043300799832417356 0.00043605458734176914 -0.00047269995361580718 0.00041141750337027463 0.00059729035258374735 -0.00046269695547647861 -0.0002164715813075151 0.00081212995665137268 -0.00060274243951815903 0.00069690082951259628
leaf_weight=0.0010107825243158642 0.0011015959120211456 0.0019701553982601058 0.0015485214750043967 0.0010215155628436959 0.0012136595076057688 0.0013224962746305538 0.0016568990402092794 0.0011137383770258155 0.0011056493814011921 0.0010211404883631314
leaf_count=503 149 346 197 52 50 556 240 242 368 418
internal_value=0 5.92267e-05 -7.62559e-06 6.77329e-05 0.000132973 5.51541e-05 0.00017086 0.000321438 0.000147851 0.000554133
internal_weight=0 0.0130754 0.0111052 0.00955669 0.0084551 0.00724144 0.00591894 0.00426204 0.00314831 0.00204266
internal_count=3121 2618 2272 2075 1926 1876 1320 1080 838 470
is_linear=0
shrinkage=0.00196078


Tree=3387
num_leaves=12
num_cat=0
split_feature=484 15 15 160 133 48 0 2 12 52 43
split_gain=0.000221343 8.12038e-05 8.87262e-05 9.01351e-05 9.03408e-05 7.99192e-05 0.000140017 0.000171923 0.000118656 0.00018785 5.69054e-05
threshold=-0.0068949999999999992 -0.24436499999999997 -0.11713499999999999 0.092865000000000017 0.099660000000000012 0.092805000000000012 -0.10607499999999999 0.092875000000000013 0.092355000000000007 0.083680000000000018 -0.0037449999999999996
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 -8
right_child=1 2 3 -5 -6 -7 8 -9 -10 -11 -12
leaf_value=-0.00089737923479697745 0.00059027381961246133 -0.00053557695674725028 0.00086806577405697531 -0.00046859470101106069 -0.00039357295346769777 0.00070022758767223172 -0.00047085306648010053 -0.00015892074310661268 -0.00057118013676158319 0.00077146981150285428 0.00012733141838106897
leaf_weight=0.0010055081493914467 0.0010142454207683572 0.0010374049106604147 0.0016749691297453118 0.0010966191272216872 0.0011445063712618312 0.0010480390230789057 0.0013136353311945723 0.0010013853738243851 0.0013399477078210017 0.001136974078456426 0.0011437985620171296
leaf_count=503 232 187 91 130 353 139 373 121 364 422 206
internal_value=0 5.76276e-05 1.23716e-05 6.45231e-05 0.000124159 0.000192593 0.000122688 0.000483808 -7.31804e-05 0.000112467 -0.000192432
internal_weight=0 0.0129515 0.0119373 0.0108999 0.00980326 0.00865875 0.00761071 0.00267635 0.00493436 0.00359441 0.00245743
internal_count=3121 2618 2386 2199 2069 1716 1577 212 1365 1001 579
is_linear=0
shrinkage=0.00196078


Tree=3388
num_leaves=8
num_cat=0
split_feature=48 16 52 0 13 1 16
split_gain=2.87919e-05 7.99211e-05 7.76132e-05 6.88273e-05 0.000124596 8.20164e-05 7.9822e-05
threshold=0.11951500000000001 -0.48836499999999994 0.11434500000000002 -0.084269999999999984 -0.0034749999999999994 0.094385000000000011 0.064860000000000015
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=0.026219256154489431 -0.016078131251943389 -0.02245259135313725 -0.025976210819885617 0.046377743448471814 -0.0087015660769251164 0.0068583011676846654 0.009751463350533689
leaf_weight=0.0011566074754763905 0.001032256771281429 0.0019387252963087211 0.0011498265026495336 0.0010391734541224384 0.0019143514559002203 0.0018807398377061286 0.0013921930896159196
leaf_count=244 114 846 401 588 493 205 230
internal_value=0 0.00142663 -0.00165177 0.00177361 0.0103809 -0.00801964 0.0254056
internal_weight=0 0.0104716 0.00931501 0.00816518 0.00434572 0.00381947 0.00243137
internal_count=3121 3007 2763 2362 1311 1051 818
is_linear=0
shrinkage=0.1


Tree=3389
num_leaves=10
num_cat=0
split_feature=15 11 3 3 42 4 1 3 47
split_gain=2.78537e-05 3.58597e-05 5.00932e-05 7.3739e-05 6.92756e-05 6.42438e-05 7.78865e-05 9.03315e-05 3.12007e-06
threshold=0.091650000000000023 0.079915000000000014 -0.10519499999999998 -0.078934999999999991 0.08623500000000002 0.053925000000000008 0.094465000000000007 0.090900000000000009 0.096300000000000011
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 -5 -7
right_child=-2 -3 3 4 -6 8 -8 -9 -10
leaf_value=0.021370693151743239 -0.014834617222955924 -0.01592532755841207 -0.024740247726073767 -0.02575049765862536 0.026620585036484307 -0.018547929071518015 0.026887462090601444 0.013562717865121383 -0.010688043799571655
leaf_weight=0.0013437827640690606 0.0011574982999339361 0.0010565442674208428 0.0010105446623234491 0.0010238208933286623 0.0011471793813724353 0.0010187060313045361 0.0013307280759824493 0.0013619899450736661 0.0010016242921705443
leaf_count=188 497 184 1179 157 370 204 201 72 69
internal_value=0 0.0015267 0.00352259 0.000484567 0.00418745 -0.000298421 0.00750383 -0.00330773 -0.0146512
internal_weight=0 0.0102949 0.00923838 0.00789459 0.00688405 0.00573687 0.00371654 0.00238581 0.00202033
internal_count=3121 2624 2440 2252 1073 703 430 229 273
is_linear=0
shrinkage=0.1


Tree=3390
num_leaves=12
num_cat=0
split_feature=484 133 160 52 49 12 151 16 42 0 48
split_gain=0.000212314 0.000201667 0.000109704 0.000103395 0.000155411 0.000148396 0.000117456 0.000137637 0.0001726 4.7165e-05 3.89435e-05
threshold=-0.0068949999999999992 0.10622000000000002 0.092865000000000017 0.091275000000000009 -0.047584999999999995 1.0000000180025095e-35 -0.033849999999999991 0.071345000000000006 0.084050000000000014 -0.13027499999999997 0.082620000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 10 -5 -6 8 9 -8 -2
right_child=1 -3 -4 5 6 -7 7 -9 -10 -11 -12
leaf_value=-0.00086795628637405058 0.00025130321183656893 -0.00077161491786771868 -0.00044634069823935944 0.0011019810979735461 -0.0006704502636669489 0.00012449025250977434 0.00078928758898346395 -0.00050227033684782001 -0.00034378349203572186 0.00027576099078438303 0.00076837946087998329
leaf_weight=0.0010331242546196039 0.0010429769601612683 0.0010480163086068256 0.0011738701738320629 0.0010395748333779627 0.0010460021411950937 0.0014029236074858155 0.0012315789983240867 0.0013330499930198072 0.0013872848892042414 0.0015568802041024264 0.0012092889349050451
leaf_count=503 130 371 152 106 167 374 83 276 291 512 156
internal_value=0 5.43783e-05 0.000124057 0.000183577 8.45825e-05 0.000540529 -6.80986e-05 4.62751e-05 0.000221391 0.00050257 0.000528932
internal_weight=0 0.0134714 0.0124234 0.0112496 0.00880706 0.0024425 0.0065548 0.00550879 0.00417574 0.00278846 0.00225227
internal_count=3121 2618 2247 2095 1615 480 1329 1162 886 595 286
is_linear=0
shrinkage=0.00196078


Tree=3391
num_leaves=8
num_cat=0
split_feature=484 160 42 43 16 0 1
split_gain=2.72453e-05 4.47456e-05 7.51283e-05 8.67242e-05 9.93484e-05 0.000120601 0.000135072
threshold=0.084040000000000017 -1.0000000180025095e-35 -0.0060199999999999993 -0.074359999999999996 -0.056919999999999991 -0.20211999999999997 0.095025000000000012
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=-0.018356455655218418 0.013589905313112483 -0.019654172332278189 0.023146681212410532 -0.014414666615273939 -0.020535241924113892 -0.0019663758362693392 0.048694735718122106
leaf_weight=0.0014151674023276653 0.0012860187804525835 0.0014890694630734598 0.0019332850135093099 0.0014071113600736557 0.0018203893494081304 0.0010510542534519203 0.0010540639691211278
leaf_count=632 368 698 468 89 319 370 177
internal_value=0 -0.00185832 0.000808469 0.00500207 -0.00157607 0.00825047 0.0234004
internal_weight=0 0.0101701 0.00875497 0.0072659 0.00533262 0.00351223 0.00210512
internal_count=3121 2753 2121 1423 955 636 547
is_linear=0
shrinkage=0.1


Tree=3392
num_leaves=8
num_cat=0
split_feature=16 4 0 1 47 48 16
split_gain=2.85611e-05 9.8501e-05 7.83112e-05 6.79188e-05 6.28534e-05 6.92194e-05 9.22643e-05
threshold=0.38525000000000004 -0.35136499999999998 -0.060129999999999996 0.085110000000000005 0.092530000000000015 0.086260000000000017 -0.078844999999999985
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=-0.028276020462649334 0.011772017501836972 -0.021391430103992477 0.024215010347146071 0.034136073859711395 -0.017036707892392099 -0.010263442545525858 -0.0010500474055096371
leaf_weight=0.0012614822028983166 0.0017186789421944773 0.0014941423224043007 0.0013041234045536665 0.001517076851025429 0.0012640621307814836 0.0013758791878453469 0.001464765795703633
leaf_count=142 311 1468 258 304 164 138 336
internal_value=0 -0.00221658 0.00168761 -0.00244094 0.00259566 0.00829051 0.0168517
internal_weight=0 0.00968153 0.00842005 0.00711593 0.00562178 0.00435772 0.00298184
internal_count=3121 2810 2668 2410 942 778 640
is_linear=0
shrinkage=0.1


Tree=3393
num_leaves=9
num_cat=0
split_feature=50 160 12 3 12 2 48 2
split_gain=2.80586e-05 4.75438e-05 5.3427e-05 7.92172e-05 0.000123842 0.000136143 6.11168e-05 3.6808e-05
threshold=0.088425000000000017 -0.081639999999999976 0.097825000000000009 0.12178000000000001 0.089570000000000025 0.089885000000000007 0.084855000000000014 0.080205000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7 -4
right_child=-2 2 7 -5 -6 6 -8 -9
leaf_value=0.019148483587319822 -0.013821101109872107 -0.013870832918389739 0.02596327245223596 -0.029379123231747524 -0.031269962351414736 0.0068942270103488149 0.037740231459086393 -0.00060901949788111582
leaf_weight=0.001351990292028757 0.0013167288393101289 0.0018342965637755445 0.0010635482810488486 0.0011413928353530278 0.0010501427364928619 0.0013304419104373606 0.0012419505712438193 0.0010224454706153081
leaf_count=444 560 731 72 129 462 290 130 303
internal_value=0 0.00170469 -0.00101102 -0.00542122 -0.000409995 0.00694414 0.0217867 0.0129389
internal_weight=0 0.0100362 0.00868422 0.00659822 0.00545683 0.00440669 0.00257239 0.00208599
internal_count=3121 2561 2117 1742 1613 1151 420 375
is_linear=0
shrinkage=0.1


Tree=3394
num_leaves=8
num_cat=0
split_feature=11 48 0 42 3 12 1
split_gain=2.66352e-05 4.03893e-05 7.44112e-05 4.6502e-05 6.18334e-05 0.000117598 3.2021e-05
threshold=0.079915000000000014 0.016865000000000002 -0.20211999999999997 0.086325000000000013 0.088060000000000013 0.084100000000000022 0.10752500000000002
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=0.031288802797581214 -0.015203081549100203 -0.0045239328277200111 0.026414292240597628 -0.016119885631293792 0.0013064229434690373 -0.0097703507443465572 -0.021662293140775057
leaf_weight=0.0015080044873456964 0.0010565030406623271 0.001550895538159458 0.0015587435594928006 0.001890144337756452 0.0012927319269879778 0.0012979533668000824 0.0011441757547343973
leaf_count=332 199 82 490 952 106 843 117
internal_value=0 0.00147361 0.0109842 -0.00267255 0.00217545 0.012296 -0.00947784
internal_weight=0 0.0102426 0.00310964 0.00713301 0.00524287 0.00280596 0.00243691
internal_count=3121 2922 572 2350 1398 1175 223
is_linear=0
shrinkage=0.1


Tree=3395
num_leaves=9
num_cat=0
split_feature=1 42 52 0 2 48 0 12
split_gain=2.75758e-05 6.22883e-05 6.00351e-05 6.35765e-05 6.97132e-05 0.000108089 6.91733e-05 6.80309e-05
threshold=0.12500000000000003 0.091735000000000025 0.11434500000000002 -0.077999999999999986 0.089885000000000007 0.084170000000000009 -0.10607499999999999 0.09202500000000001
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=0.0023466361760841065 0.011651148370416579 -0.024257233181696109 -0.022105224244919931 0.0014846790827178508 -0.013674549138466149 0.026670628976596628 -0.03288389473873337 0.034431792669879252
leaf_weight=0.0010827790817150053 0.0017022561452193627 0.0011257677831377723 0.0010086684491799032 0.0013474590135367091 0.0012273676927798982 0.0014468280394810858 0.0011484079866472059 0.0011716752050666113
leaf_count=113 279 583 300 282 259 155 926 224
internal_value=0 -0.00216348 0.000785878 0.00389578 -0.00273559 0.00815352 -0.0157868 0.0168087
internal_weight=0 0.00955895 0.00843319 0.00742452 0.00490538 0.0026742 0.00223119 0.00251913
internal_count=3121 2842 2259 1959 1453 414 1039 506
is_linear=0
shrinkage=0.1


Tree=3396
num_leaves=9
num_cat=0
split_feature=4 1 4 1 42 2 0 150
split_gain=2.59777e-05 6.08073e-05 5.11817e-05 7.00877e-05 5.38717e-05 7.33387e-05 9.06205e-05 0.000118481
threshold=0.24564500000000003 0.111945 0.098655000000000007 0.11829500000000003 0.086665000000000006 0.084245000000000014 0.041630000000000007 0.081835000000000019
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=0.019100037192054581 -0.0076506696447806513 0.02389034737417934 -0.023547343190602203 0.024635421088501655 -0.02312163067232802 -0.040774959855033127 0.012704109946245571 0.0028684840427751564
leaf_weight=0.0015418560526939016 0.0011559103261025226 0.001297136590690823 0.0010306626872859902 0.0010173329997924391 0.0011609028254132518 0.0012079507623865525 0.0015168534274225265 0.0012823944834924354
leaf_count=400 150 276 121 130 878 863 153 150
internal_value=0 0.00902778 -0.00261531 0.000176598 -0.00353174 0.000566613 -0.00656452 -0.0183009
internal_weight=0 0.00245305 0.00875795 0.00772729 0.00670996 0.00554905 0.0040072 0.00249035
internal_count=3121 426 2695 2574 2444 1566 1166 1013
is_linear=0
shrinkage=0.1


Tree=3397
num_leaves=11
num_cat=0
split_feature=484 43 42 40 4 0 13 47 48 16
split_gain=9.3145e-05 9.34559e-05 0.000113236 0.0002066 0.000101057 0.000124437 0.000194317 9.47743e-05 0.000146854 0.000180543
threshold=-1.0000000180025095e-35 0.16180500000000003 -0.098769999999999983 -0.026419999999999996 -0.27825499999999997 -0.077999999999999986 -0.013634999999999998 0.092530000000000015 0.085875000000000021 -0.083539999999999989
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 7 -7 8 9 -6
right_child=1 -3 3 4 5 6 -8 -9 -10 -11
leaf_value=-0.00054258150605740842 -0.000516394305125068 -0.00052709435519392807 0.00099948571890199006 -0.00039624946998914352 0.00077008110043566276 -3.3366798444373537e-05 0.0011779004920836771 -0.00053329756237033093 -0.00037396800081876825 -0.00011586051590631347
leaf_weight=0.0011178338595473061 0.0010541383870885752 0.0010020070544047134 0.0010134709418530346 0.0015141963702782818 0.0018452508532958269 0.0010135920305691165 0.0010232634875469654 0.0010096740036434262 0.0015759047301541055 0.0016982898419142961
leaf_count=515 175 201 259 174 470 336 172 119 147 553
internal_value=0 4.77155e-05 9.67429e-05 0.000157184 6.89984e-05 0.000155268 0.000575143 1.57337e-05 0.000124015 0.000345482
internal_weight=0 0.0127498 0.0117478 0.0106936 0.00968017 0.00816597 0.00203686 0.00612912 0.00511945 0.00354354
internal_count=3121 2606 2405 2230 1971 1797 508 1289 1170 1023
is_linear=0
shrinkage=0.00196078


Tree=3398
num_leaves=9
num_cat=0
split_feature=48 50 4 12 3 2 52 43
split_gain=2.85595e-05 7.19383e-05 0.000111698 6.76712e-05 0.000108628 0.000119792 7.92666e-05 5.47179e-05
threshold=0.11951500000000001 0.088425000000000017 0.27834500000000006 -0.040564999999999997 0.10542000000000001 0.092365000000000017 -0.0064899999999999992 -1.0000000180025095e-35
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=-0.023787184765542081 -0.01607049534569473 -0.023263488777388638 0.034506548597359736 -0.009443511060197753 0.027639725291282047 -0.027433089502309212 0.0044592352944552273 0.035678968247162317
leaf_weight=0.0010172531668340614 0.0010136080696080988 0.0010497020656118081 0.0010844930731665524 0.0018247725171239393 0.0015037610126866219 0.0014438513215020675 0.0012431610539512029 0.0010236820575633271
leaf_count=201 114 521 289 504 94 616 565 217
internal_value=0 0.00153025 0.00437743 0.000321711 0.00380574 -0.00266899 0.00606978 0.0185577
internal_weight=0 0.0101907 0.00914097 0.00805648 0.00703923 0.00553547 0.00409162 0.00226684
internal_count=3121 3007 2486 2197 1996 1902 1286 782
is_linear=0
shrinkage=0.1


Tree=3399
num_leaves=9
num_cat=0
split_feature=484 4 150 43 13 16 2 16
split_gain=0.000105221 6.83444e-05 8.48439e-05 7.67699e-05 0.000119946 8.5218e-05 0.000133098 0.000122289
threshold=-1.0000000180025095e-35 0.27044500000000005 0.089910000000000018 -0.074359999999999996 -0.0034749999999999994 0.22339500000000004 0.089125000000000024 -0.18708499999999997
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -5 -8
right_child=1 -3 -4 5 -6 -7 7 -9
leaf_value=-0.000592616663376962 0.00064807388059359163 0.00040254213182134641 -0.00043997145937065067 -0.00035441669954598421 -5.2539839089356604e-05 -0.00054273254119457568 -0.00011611455104846349 0.00082337037068746751
leaf_weight=0.0010459806729908186 0.0017791795982390244 0.001849719528308911 0.00148753841904353 0.0017192911697988295 0.0019906045164421646 0.0012208171417306419 0.0010118495904138259 0.0011248453896245685
leaf_count=515 449 346 197 697 280 208 63 366
internal_value=0 5.54275e-05 -6.70298e-06 6.61504e-05 0.00027812 -9.12481e-05 5.16932e-05 0.00037847
internal_weight=0 0.0121838 0.0103341 0.00884659 0.00376978 0.0050768 0.00385599 0.00213669
internal_count=3121 2606 2260 2063 729 1334 1126 429
is_linear=0
shrinkage=0.00196078


Tree=3400
num_leaves=12
num_cat=0
split_feature=1 48 42 1 3 52 159 4 3 42 15
split_gain=8.55199e-05 0.000107969 9.16357e-05 8.19822e-05 7.06925e-05 0.000236088 0.000136476 0.000223241 0.00016547 9.00163e-05 6.79925e-05
threshold=0.14000500000000002 0.11951500000000001 -0.0060199999999999993 0.111945 -0.15121499999999996 0.10160000000000001 0.082585000000000006 -0.080924999999999983 0.090900000000000009 0.08623500000000002 -0.091184999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 -6 9 -9 -5
right_child=-2 -3 3 10 5 -7 -8 8 -10 -11 -12
leaf_value=-0.00041380556951512023 0.00054968475819024772 -0.00065422167729163139 0.00047271620297676954 7.309814000780507e-05 0.0010451289281688148 -0.00085280749317954584 -0.00057067466939806505 -0.00056225495697048169 0.00056362165069686427 0.00017636953739550326 0.00078683221164583292
leaf_weight=0.0016769286075593278 0.0010186810994892133 0.001015378549422981 0.0010373809228499458 0.0010228058832894987 0.0010034481860267857 0.0012427370671779202 0.0010149373144470349 0.0016224125308929036 0.0013773136462447155 0.0010416288286605136 0.0010298342829774517
leaf_count=824 124 96 166 135 216 379 204 339 68 434 136
internal_value=0 -4.01414e-05 1.15201e-05 8.01504e-05 -6.2482e-06 -7.42893e-05 8.53699e-05 0.000217356 1.18242e-05 -0.000273456 0.000431187
internal_weight=0 0.0130848 0.0120694 0.0103925 0.00833986 0.00730248 0.00605974 0.0050448 0.00404136 0.00266404 0.00205264
internal_count=3121 2997 2901 2077 1806 1640 1261 1057 841 773 271
is_linear=0
shrinkage=0.00196078


Tree=3401
num_leaves=10
num_cat=0
split_feature=11 43 12 12 13 457 52 15 4
split_gain=2.5057e-05 4.53626e-05 6.83608e-05 9.66104e-05 4.46145e-05 8.1812e-05 0.000120075 5.58748e-05 2.19465e-05
threshold=0.079915000000000014 -0.067199999999999996 0.051320000000000005 0.09202500000000001 -0.095304999999999987 0.082380000000000009 -0.0064899999999999992 -0.03241999999999999 -0.077679999999999985
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 8 6 -6 -8 -3
right_child=-2 4 3 -5 5 -7 7 -9 -10
leaf_value=0.028428057974054101 -0.01483589294332425 0.018744807514438515 -0.022869576554271364 0.017602848267802073 -0.045702137873262522 0.013812515424256946 0.010242242335985859 -0.021660644498337333 -0.0017840298325691338
leaf_weight=0.0013298948826759205 0.0010393178993168559 0.0010364035282926926 0.0010358288574425568 0.0013697179476686173 0.0010266216683310994 0.0011300668533913184 0.0012025136046997303 0.0010101300062035359 0.0010466784705469891
leaf_count=271 199 68 658 361 280 110 230 726 218
internal_value=0 0.00146398 0.0102339 0.000175415 -0.00361314 -0.0093546 -0.0174368 -0.00432226 0.00842976
internal_weight=0 0.0101879 0.00373544 0.00240555 0.00645241 0.00436933 0.00323927 0.00221264 0.00208308
internal_count=3121 2922 1290 1019 1632 1346 1236 956 286
is_linear=0
shrinkage=0.1


Tree=3402
num_leaves=12
num_cat=0
split_feature=484 43 40 133 42 15 151 0 48 12 2
split_gain=9.37939e-05 7.82262e-05 9.63637e-05 9.19135e-05 0.000123034 0.000183923 0.00012169 0.000233361 0.000168015 9.77465e-05 8.49907e-05
threshold=-1.0000000180025095e-35 0.16180500000000003 -0.074429999999999982 0.091410000000000005 0.08623500000000002 1.0000000180025095e-35 -0.044604999999999992 -0.10151999999999999 0.084485000000000018 0.091545000000000015 0.091545000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4 8 -8 -6 -9
right_child=1 -3 3 -5 9 -7 7 10 -10 -11 -12
leaf_value=-0.000563801192339145 0.00066109108300472586 -0.00048489409479104566 -0.000458505143236649 -0.00053539043210645311 0.00088404329924066528 -0.00067044629470154778 0.0011061893018164026 -0.0005885111993611077 0.00011817663928560187 6.139449685201846e-05 0.00018662510566204121
leaf_weight=0.0010764049367335696 0.0010170331578629255 0.0010079728162475385 0.0011438179634286087 0.0010035080080361527 0.00116616932762292 0.0014103645930945126 0.0014109918086545672 0.0011517825888747587 0.0012461627116486795 0.0010601044971791408 0.0010303544203070466
leaf_count=515 225 201 173 466 328 447 106 182 68 185 225
internal_value=0 3.9126e-05 8.45027e-05 2.93022e-05 8.82095e-05 -3.34722e-05 0.000116678 0.000252629 0.000642827 0.000492315 -0.00022251
internal_weight=0 0.0126483 0.0116403 0.0106233 0.00961975 0.00739347 0.00598311 0.00483929 0.00265715 0.00222627 0.00218214
internal_count=3121 2606 2405 2180 1714 1201 754 581 174 513 407
is_linear=0
shrinkage=0.00196078


Tree=3403
num_leaves=10
num_cat=0
split_feature=42 43 3 13 16 48 51 0 0
split_gain=2.8779e-05 7.4453e-05 0.000132446 8.14171e-05 6.29605e-05 6.57244e-05 9.85603e-05 7.57101e-05 0.000110056
threshold=-0.095859999999999987 -0.067199999999999996 -0.077774999999999983 -0.017449999999999997 0.22339500000000004 0.085845000000000019 0.088210000000000011 -0.15599999999999997 -0.10224499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 7 -7 -3 -9
right_child=1 4 -4 -5 -6 6 -8 8 -10
leaf_value=-0.01616075569096892 -0.020634704727902312 0.031169970606170189 0.042510575417040147 0.018811902904107794 -0.025500224996041206 -0.036896007093003953 0.0074866545404298048 -0.023797692365163742 0.015994631595209544
leaf_weight=0.0010090878165749132 0.0010242305638574079 0.0010088344742921226 0.0010892514172791425 0.0010696938321245789 0.0011594460074040094 0.0010007297251050642 0.0010006760385124309 0.0011974607050774726 0.0016566086818371618
leaf_count=241 574 118 388 233 230 147 109 151 930
internal_value=0 0.00154219 0.0142289 -0.000483169 -0.00420743 2.41627e-06 -0.0147053 0.0076226 -0.000700738
internal_weight=0 0.0102069 0.00318318 0.00209392 0.00702376 0.00586431 0.00200141 0.0038629 0.00285407
internal_count=3121 2880 1195 807 1685 1455 256 1199 1081
is_linear=0
shrinkage=0.1


Tree=3404
num_leaves=7
num_cat=0
split_feature=15 16 2 4 0 0
split_gain=2.47289e-05 3.48108e-05 7.89234e-05 0.000100091 6.19504e-05 0.000119909
threshold=-0.24436499999999997 -0.36241499999999999 0.10981000000000002 -0.10429499999999998 -0.059114999999999994 -0.10607499999999999
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=0.014623590471685417 -0.015227339159231832 -0.023833023578809794 0.018988674383254786 0.014732885948122543 0.024813403653840067 -0.021207665494291629
leaf_weight=0.0010419329133439662 0.0015728020535858778 0.0018625171360217097 0.0018907215042857908 0.0019264461562766271 0.0010606339214693809 0.0017916045789208327
leaf_count=253 248 279 368 168 73 1732
internal_value=0 -0.00155694 0.00096311 -0.00416869 0.00349559 -0.00258567
internal_weight=0 0.0101047 0.00853192 0.0066412 0.00477868 0.00371805
internal_count=3121 2868 2620 2252 1973 1900
is_linear=0
shrinkage=0.1


Tree=3405
num_leaves=10
num_cat=0
split_feature=48 16 52 52 43 43 49 1 1
split_gain=2.56633e-05 6.78032e-05 5.43674e-05 5.995e-05 6.71107e-05 0.000131812 7.2869e-05 9.78389e-05 2.60452e-05
threshold=0.11951500000000001 -0.5048999999999999 0.11434500000000002 0.091275000000000009 -0.13868499999999997 -0.074359999999999996 -0.047584999999999995 0.10752500000000002 0.08844500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7 8 -8
right_child=-2 2 -4 -5 5 6 7 -9 -10
leaf_value=0.025019855237502581 -0.015298015395394188 -0.021681484923099622 -0.0219108564229148 0.023955885361391583 0.03348916539277709 0.016543092899514462 -0.01156252951169081 -0.037813398400338719 0.01049817494913439
leaf_weight=0.0010909246800872375 0.0010028804825649501 0.0013641742778652197 0.0011279653687388579 0.0010380146434790863 0.0011327646769829789 0.0011689565876905551 0.001060407243085193 0.0010401871132275091 0.0010804455947134729
leaf_count=192 114 219 437 207 671 133 687 160 301
internal_value=0 0.00147385 -0.00137616 0.00156139 -0.00183368 0.00310468 -0.00480762 -0.0126535 -0.000428933
internal_weight=0 0.0101038 0.00901292 0.00788495 0.00684694 0.00548276 0.00435 0.00318104 0.00214085
internal_count=3121 3007 2815 2378 2171 1952 1281 1148 988
is_linear=0
shrinkage=0.1


Tree=3406
num_leaves=11
num_cat=0
split_feature=484 15 133 160 15 52 52 15 1 12
split_gain=0.000160284 0.000110339 0.000102904 0.000154494 0.000160454 0.000119155 8.5941e-05 0.000128975 0.00010718 8.81965e-05
threshold=-0.0068949999999999992 -0.24436499999999997 0.10622000000000002 0.092865000000000017 -0.11713499999999999 -0.24456499999999998 -0.046924999999999988 -0.03241999999999999 0.080270000000000022 0.086915000000000006
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 -7 -8 9 -9
right_child=1 2 -4 -5 5 6 7 8 -10 -11
leaf_value=-0.00091670908408777259 0.00050400871100645566 -0.00076191193345838989 -0.00075545003762882102 -0.00079381353822881339 -0.00050468501839756499 0.00049142887918258418 0.00043559113631284148 0.00051328811418682718 -0.00053381235673298467 -0.00025791034668629575
leaf_weight=0.0010269271734290883 0.0010288808162266716 0.0010494712788386906 0.001037192218839667 0.0011458491587546952 0.0012965411940149092 0.001972129741858974 0.0019469831836050012 0.0010760462436118965 0.0018103609068991265 0.0012126540124286224
leaf_count=503 232 147 355 137 260 294 271 283 298 341
internal_value=0 -0.000113295 -0.000163914 -0.000110609 -3.50753e-05 4.6816e-05 0.000135994 2.00563e-05 -0.000177316 0.000104673
internal_weight=0 0.0135761 0.0125472 0.01151 0.0103642 0.00931472 0.00801817 0.00604604 0.00409906 0.0022887
internal_count=3121 2618 2386 2031 1894 1747 1487 1193 922 624
is_linear=0
shrinkage=0.00196078


Tree=3407
num_leaves=11
num_cat=0
split_feature=484 42 133 133 43 3 52 0 16 3
split_gain=0.000156066 0.00014948 0.000168391 0.000141711 0.000162808 0.000143484 8.02547e-05 9.98673e-05 0.000123232 5.02874e-05
threshold=-0.0068949999999999992 -0.11466499999999999 0.10622000000000002 0.083950000000000011 0.084740000000000024 -0.10519499999999998 0.077655000000000016 -0.099059999999999995 -0.094359999999999986 0.097915000000000016
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 8 -7 -10
right_child=1 2 -4 -5 -6 6 -8 -9 9 -11
leaf_value=-0.00074617017751007911 -0.00067671597579933396 0.00065070438727580788 -0.00066019992887605256 0.00075188136412311115 -0.00061606050313557246 -0.00025615736452332138 0.00044276200086426875 -0.00049407562119117051 0.00070111750611262936 0.00010327136174930851
leaf_weight=0.001018479269533616 0.0010098928882414067 0.0019504098500036701 0.0010122050826643905 0.0014293494560315501 0.0011106032884612435 0.0019757997159345689 0.0015734118205892452 0.0014869664858882005 0.0011526544284607794 0.0010192530903965213
leaf_count=503 151 217 356 389 246 145 477 502 84 51
internal_value=0 4.93594e-05 0.000107048 0.000173434 9.292e-05 0.000178894 5.1229e-05 -5.81016e-05 9.81965e-05 0.000420555
internal_weight=0 0.0137205 0.0127107 0.0116984 0.0102691 0.0091585 0.00720809 0.00563467 0.00414771 0.00217191
internal_count=3121 2618 2467 2111 1722 1476 1259 782 280 135
is_linear=0
shrinkage=0.00196078


Tree=3408
num_leaves=11
num_cat=0
split_feature=133 3 484 3 0 151 43 16 16 13
split_gain=0.000132675 0.000214094 0.000118306 7.13273e-05 0.000109968 0.000123808 0.000101645 0.000127125 6.7063e-05 5.48178e-05
threshold=0.10622000000000002 0.16158000000000003 -1.0000000180025095e-35 -0.12018999999999998 -0.053834999999999994 -0.0083949999999999979 -0.074359999999999996 -0.073404999999999984 -0.0083599999999999976 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 5 -5 -7 -8 -4 -6
right_child=-2 -3 3 4 9 6 7 -9 -10 -11
leaf_value=-0.00067202619148665416 -0.00069418343916848556 0.00086540866407152988 1.6203096042732936e-06 -0.00036872694825050453 -0.0007881240204852466 0.00062205376921039819 0.00036501611812370571 -0.00042038127620781698 0.00067429068310125516 -0.00013986982939504986
leaf_weight=0.0010381919676064584 0.0010311567510268441 0.0010972576324828906 0.0011703231817191996 0.0018715560585542109 0.0010005657373846569 0.0016405257575562494 0.0018166901941746214 0.0014052254588803751 0.0011105257567313462 0.0010055368475666814
leaf_count=443 435 149 127 308 188 430 583 266 138 54
internal_value=0 3.61935e-05 -3.92565e-05 2.03514e-05 -6.02306e-05 5.98148e-05 0.000224761 2.24682e-05 0.000329138 -0.000463194
internal_weight=0 0.0131564 0.0120591 0.0110209 0.0087401 0.006734 0.00486244 0.00322192 0.00228085 0.0020061
internal_count=3121 2686 2537 2094 1829 1587 1279 849 265 242
is_linear=0
shrinkage=0.00196078


Tree=3409
num_leaves=12
num_cat=0
split_feature=484 133 133 15 12 52 0 1 160 12 1
split_gain=0.000173243 0.000132136 0.000165224 0.000225817 0.000134894 0.000254177 0.000214617 0.000257652 0.000218117 0.000124478 8.98161e-05
threshold=-0.0068949999999999992 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 0.09334000000000002 0.060015000000000006 -0.13027499999999997 0.11103500000000001 0.08325500000000001 0.088305000000000008 0.095285000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 8 -2 -5 -8
right_child=1 -3 -4 9 -6 -7 10 -9 -10 -11 -12
leaf_value=-0.00078547052932699426 0.0013402920768544879 -0.00063299081128895111 0.00074238740916121062 -0.00099416755806068513 -0.00031528728660960045 0.0010149081418291705 -0.00078080522541335387 -0.0003846112549566782 0.0001125509315765598 -8.2199710740647614e-05 2.3859832892405672e-05
leaf_weight=0.0010214549775116365 0.0012354592750227818 0.0010007970301623001 0.0013988127165663325 0.0011031999187399791 0.0017451899638871388 0.0014809985819798747 0.0010872532237091088 0.0010617863428702308 0.0010120783153592678 0.0012028185142068893 0.0010467727228389415
leaf_count=503 82 371 418 388 292 148 242 69 55 377 176
internal_value=0 5.23077e-05 0.000107732 2.68468e-05 0.0001719 0.000294689 9.8736e-05 0.000411387 0.000787434 -0.000518485 -0.000386105
internal_weight=0 0.0133752 0.0123744 0.0109756 0.00866954 0.00692435 0.00544335 0.00330932 0.00224754 0.00230602 0.00213403
internal_count=3121 2618 2247 1829 1064 772 624 206 137 765 418
is_linear=0
shrinkage=0.00196078


Tree=3410
num_leaves=12
num_cat=0
split_feature=484 133 3 12 4 52 51 0 0 16 1
split_gain=0.000185548 0.000106123 9.36691e-05 8.94269e-05 0.000200598 0.000128187 0.000120282 0.000107429 0.000130402 0.000166606 0.000117793
threshold=-0.0068949999999999992 0.10622000000000002 0.16158000000000003 0.09334000000000002 0.09173000000000002 0.091275000000000009 0.087505000000000013 -0.12333499999999999 -0.084269999999999984 0.064860000000000015 0.10612500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 7 10 -9 -10 -2
right_child=1 -3 -4 4 -6 -7 -8 8 9 -11 -12
leaf_value=-0.00081459907687691472 0.00075130305956968397 -0.00054065317571192135 0.00066567652144502889 -0.00089251493616416297 0.0002296748425341181 0.00062071889411055602 -0.00060163540060394454 -0.00066591740328797086 0.00068042811972277538 -0.00034251618421182587 -0.00010151738188176294
leaf_weight=0.0010231060186661469 0.0016428064120025607 0.0010711932535539962 0.0010405971891895007 0.0011200706527854229 0.001351263977648981 0.0017360308100397978 0.0010062906094751821 0.0010700919945164492 0.0011906458372314445 0.0012598373576072808 0.0010027566516180482
leaf_count=503 124 371 142 386 95 316 108 465 358 176 77
internal_value=0 5.15051e-05 0.000102576 5.10842e-05 -0.00027893 0.000142635 2.69183e-05 0.000129496 -9.48591e-05 0.000154514 0.000428056
internal_weight=0 0.0134916 0.0124204 0.0113798 0.00247133 0.00890846 0.00717243 0.00616614 0.00352058 0.00245048 0.00264556
internal_count=3121 2618 2247 2105 481 1624 1308 1200 999 534 201
is_linear=0
shrinkage=0.00196078


Tree=3411
num_leaves=12
num_cat=0
split_feature=484 43 42 40 151 4 43 13 0 133 1375
split_gain=0.000115471 9.11521e-05 0.000147801 0.00020326 9.66007e-05 0.00013685 0.000155169 0.000117714 0.00015462 9.36582e-05 2.89731e-05
threshold=-1.0000000180025095e-35 0.16180500000000003 -0.095859999999999987 -0.026419999999999996 -0.083274999999999988 0.27044500000000005 -0.074359999999999996 -0.095304999999999987 -0.10151999999999999 1.0000000180025095e-35 -0.012484999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 9 -8 10 -6 -9
right_child=1 -3 3 4 5 -7 7 8 -10 -11 -12
leaf_value=-0.00062342114105566756 -0.00059988887767953736 -0.00052359938933827898 0.00097694237333435558 -0.00045959082608271797 0.00072155155209625052 0.00073147361497174319 0.00032021378095670763 0.00018527626871453116 -0.00093388182112376828 -1.4457100501168628e-05 -0.00028375806197076641
leaf_weight=0.0011066734259204966 0.0010979982005578171 0.001027304897494666 0.0010451178306592939 0.001177547610843546 0.0015491909571428457 0.0012766326760125304 0.0012644578601684227 0.0010008567276997837 0.0012276524827034333 0.0011642905499060921 0.00102479750245859
leaf_count=515 194 201 257 190 213 186 121 20 842 303 79
internal_value=0 3.66466e-05 8.53038e-05 0.000155416 6.6768e-05 0.00013962 3.51314e-05 -0.00018747 -0.000384791 0.000405748 -5.20126e-05
internal_weight=0 0.0128558 0.0118285 0.0107305 0.00968543 0.00850788 0.00723125 0.00451776 0.00325331 0.00271348 0.00202565
internal_count=3121 2606 2405 2211 1954 1764 1578 1062 941 516 99
is_linear=0
shrinkage=0.00196078


Tree=3412
num_leaves=10
num_cat=0
split_feature=484 4 150 51 15 52 15 12 51
split_gain=0.000109837 7.56557e-05 8.42396e-05 9.25441e-05 0.000111996 0.000138236 8.16733e-05 0.000122778 6.05032e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 0.089910000000000018 0.081440000000000026 -0.016799999999999995 -0.07278999999999998 0.088345000000000021 0.084100000000000022 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 8 -6 7 -7 -2
right_child=1 -3 -4 -5 5 6 -8 -9 -10
leaf_value=-0.00061360081019176465 -0.00073953692380028275 0.00039436114904197226 -0.00045524237577952389 0.00053577633745100243 0.00068574286697303181 0.00013727682473214936 0.00031717576422254045 -0.00074167866744582339 -0.00012806116447484017
leaf_weight=0.0010946770942379695 0.0010292500835956176 0.0019004558225650557 0.001535061333094387 0.0012545224674548241 0.0012870149140730243 0.0013102268376104225 0.0014276044001074054 0.0011449337286458603 0.0015728094614202467
leaf_count=515 244 346 197 304 192 105 492 385 341
internal_value=0 3.42046e-05 -3.06031e-05 4.16129e-05 -3.81545e-05 0.000128836 -5.57612e-05 -0.000272613 -0.000369932
internal_weight=0 0.0124619 0.0105614 0.00902636 0.00777184 0.00516978 0.00388276 0.00245516 0.00260206
internal_count=3121 2606 2260 2063 1759 1174 982 490 585
is_linear=0
shrinkage=0.00196078


Tree=3413
num_leaves=9
num_cat=0
split_feature=15 16 2 2 43 13 52 0
split_gain=2.59798e-05 3.36318e-05 7.38619e-05 8.47955e-05 6.59047e-05 0.000137441 6.4076e-05 3.61992e-05
threshold=-0.24436499999999997 -0.36241499999999999 0.10981000000000002 0.090050000000000005 -0.074359999999999996 -0.0034749999999999994 -0.0015799999999999998 -0.11173999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -5 -6
right_child=1 2 -4 6 7 -7 -8 -9
leaf_value=0.014635188228933697 -0.015043133217000801 0.040483731048274983 0.017961061603458933 -0.0027593300542096992 0.0051243489346838944 -0.0084523201129422919 -0.035789226072703288 -0.020879725351349472
leaf_weight=0.0010651646889698026 0.0016107937697233616 0.0011325672389889655 0.0019276708091857993 0.0011532923500886339 0.0010084754682302306 0.0011635673410366571 0.001196826999841506 0.0011409876825736851
leaf_count=253 248 500 368 326 85 168 363 810
internal_value=0 -0.00176736 0.000684042 -0.00421675 0.00390498 0.0156854 -0.0195802 -0.00867925
internal_weight=0 0.0103342 0.00872339 0.00679572 0.0044456 0.00229613 0.00235012 0.00214946
internal_count=3121 2868 2620 2252 1563 668 689 895
is_linear=0
shrinkage=0.1


Tree=3414
num_leaves=9
num_cat=0
split_feature=52 52 160 12 133 0 47 15
split_gain=2.68124e-05 8.16157e-05 6.23637e-05 6.81031e-05 5.82723e-05 0.000141598 0.000112385 4.67936e-05
threshold=-0.28430999999999995 -0.090859999999999982 0.086325000000000013 0.098810000000000023 1.0000000180025095e-35 -0.061629999999999997 0.092710000000000015 -0.033689999999999991
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=-0.014976301942179488 0.028304680126868011 0.02268689221460881 -0.023595383924553921 -0.016674055763099452 -0.015115313278442517 0.039960788042674389 -0.024775607223722386 -0.0027143832436473231
leaf_weight=0.0011096605197063901 0.00101489794630858 0.0016973647232024264 0.0011285332844321655 0.0016437986441493815 0.0010761314721865261 0.0012436873611053594 0.0011694245968569862 0.0012662632065316957
leaf_count=344 294 302 216 337 669 148 137 674
internal_value=0 0.00138862 -0.00157251 0.00149709 0.006126 0.0103774 0.00147533 0.0118337
internal_weight=0 0.0102401 0.0092252 0.00809667 0.00645287 0.00537674 0.00413305 0.00296363
internal_count=3121 2777 2483 2267 1930 1261 1113 976
is_linear=0
shrinkage=0.1


Tree=3415
num_leaves=12
num_cat=0
split_feature=484 15 15 15 42 0 48 0 0 47 4
split_gain=0.000199324 8.43217e-05 9.2146e-05 9.134e-05 0.000232368 9.7554e-05 0.000192293 0.000115051 0.000106206 8.68416e-05 7.91373e-05
threshold=-0.0068949999999999992 -0.24436499999999997 -0.11713499999999999 1.0000000180025095e-35 0.083995000000000014 -0.10151999999999999 0.086260000000000017 -0.14226499999999997 -0.060129999999999996 0.085270000000000026 -0.49013999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 6 7 -4 -7 10 -10
right_child=1 2 3 4 -6 8 -8 -9 9 -11 -12
leaf_value=-0.00085052852609316147 0.0005971993393623662 -0.00053157319117758898 0.0012442998171784368 -0.00066187578413889382 0.00039200004415638367 -0.00055649959937151153 -0.00015076936403926564 0.00033044600338852262 -0.00047118702916656134 0.00060266649241507754 0.00025941413180476038
leaf_weight=0.0010016574569917244 0.0010233463051056617 0.001094731916185014 0.0010738237799885197 0.0018792312960419363 0.0014063269068611036 0.0010577589730596045 0.0013619176815226619 0.0010452018049818676 0.0010197796294957677 0.0011186391200821433 0.0012923896115829758
leaf_count=503 232 187 78 588 495 552 90 77 111 67 141
internal_value=0 5.63189e-05 1.14997e-05 6.43221e-05 -0.000210782 0.000177738 0.000424082 0.000793545 -1.33047e-05 0.000154169 -6.28167e-05
internal_weight=0 0.0133731 0.0123498 0.0112551 0.00328556 0.00796951 0.00348094 0.00211903 0.00448857 0.00343081 0.00231217
internal_count=3121 2618 2386 2199 1083 1116 245 155 871 319 252
is_linear=0
shrinkage=0.00196078


Tree=3416
num_leaves=9
num_cat=0
split_feature=475 42 43 4 151 13 0 4
split_gain=2.63485e-05 5.00265e-05 5.7478e-05 6.30064e-05 8.70687e-05 7.25962e-05 5.89911e-05 5.20643e-05
threshold=-1.0000000180025095e-35 -0.0060199999999999993 -0.074359999999999996 0.24564500000000003 -0.0038099999999999996 -0.095304999999999987 -0.077999999999999986 0.0067750000000000006
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 6 4 -4 -6 -3 -7
right_child=1 2 3 -5 5 7 -8 -9
leaf_value=-0.014881756335335315 -0.014299983362891865 0.0028982548120641475 0.018990047747878734 0.017204026638459276 0.0023829192197546601 -0.041551875815726676 0.035316966430301459 -0.009721626558789118
leaf_weight=0.0011022321937035366 0.0016956505731981581 0.0011881400404735389 0.0010723122905022617 0.0015363496157525655 0.0016288120367716776 0.0010437122159988302 0.0010639118109414098 0.0010122812378353869
leaf_count=501 794 449 94 214 153 589 214 113
internal_value=0 0.00139014 0.00450346 -0.000402518 -0.00608869 -0.0133868 0.0182135 -0.0258801
internal_weight=0 0.0102412 0.00854552 0.00629347 0.00475712 0.00368481 0.00225205 0.00205599
internal_count=3121 2620 1826 1163 949 855 663 702
is_linear=0
shrinkage=0.1


Tree=3417
num_leaves=7
num_cat=0
split_feature=15 3 3 12 1 0
split_gain=2.47765e-05 3.53994e-05 9.25929e-05 9.71137e-05 0.000136964 8.84284e-05
threshold=0.095175000000000023 0.13524500000000003 0.10893000000000001 0.092355000000000007 0.094385000000000011 -0.084269999999999984
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=-0.01658993852731119 -0.01507516717421873 0.015116060306262617 -0.027130039382497553 -0.016193293180134512 0.031921749687304636 0.014286279567355909
leaf_weight=0.0018866081920586365 0.001015485088064475 0.0015707784846800401 0.0011886234045574984 0.0019667228465828366 0.001846074895560562 0.0018246793696668497
leaf_count=869 387 183 63 667 382 570
internal_value=0 0.001298 -0.0011932 0.00290419 0.0096627 -0.00140944
internal_weight=0 0.0102835 0.00871271 0.00752409 0.00555736 0.00371129
internal_count=3121 2734 2551 2488 1821 1439
is_linear=0
shrinkage=0.1


Tree=3418
num_leaves=10
num_cat=0
split_feature=1 43 2 15 3 47 52 52 51
split_gain=2.41849e-05 6.00264e-05 3.56061e-05 5.82571e-05 0.0001343 7.13039e-05 0.000105805 3.22084e-05 1.89401e-05
threshold=0.077565000000000009 0.093175000000000022 0.12669500000000003 0.024640000000000006 -0.10519499999999998 0.092530000000000015 -0.0064899999999999992 0.083680000000000018 0.084745000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 -2 6 8 -1 -6
right_child=2 -3 -4 -5 5 -7 -8 -9 -10
leaf_value=-0.029702875995829426 0.035338086164439696 0.012134364163091658 0.020061776916847737 -0.019416039671541499 0.0010601008966079563 -0.021551371476083759 0.029044762039776763 -0.0052654404061840791 -0.018343278933703949
leaf_weight=0.0010395464833299736 0.001131213320310606 0.0010487147279651544 0.0010375124591852089 0.0012437160893117669 0.0010012352177041235 0.0014417983993420059 0.0011781430778359282 0.0011208487865995581 0.001011089776763883
leaf_count=789 190 191 224 388 212 193 199 656 79
internal_value=0 -0.00749547 0.00277227 0.000212315 0.00444797 -0.00309549 0.00524487 -0.0170243 -0.0086891
internal_weight=0 0.00320911 0.00804471 0.0070072 0.00576348 0.00463227 0.00319047 0.0021604 0.00201232
internal_count=3121 1636 1485 1261 873 683 490 1445 291
is_linear=0
shrinkage=0.1


Tree=3419
num_leaves=9
num_cat=0
split_feature=14 15 52 13 1 16 4 2
split_gain=2.6048e-05 5.63424e-05 4.23264e-05 8.53225e-05 4.58323e-05 5.45062e-05 4.24984e-05 3.43808e-05
threshold=-1.0000000180025095e-35 -0.10653 0.11434500000000002 -0.084034999999999985 0.091095000000000023 -0.059624999999999991 -0.077679999999999985 0.090050000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 6 7 -6 -3 -5
right_child=1 2 -4 4 5 -7 -8 -9
leaf_value=-0.014726659316409076 0.019349471675148864 0.029983919257322779 -0.020966203602083247 0.013876053659610289 -0.033631815699832035 -0.004019879881679852 0.0023548338894184935 -0.0085937173275476685
leaf_weight=0.0011035355781808661 0.0014984046957177291 0.0012097963476313109 0.0010034098794485221 0.0014210587416280522 0.0010093522666106448 0.0016180902096866005 0.0010313107994231741 0.0013074923034938255
leaf_count=161 388 215 377 632 171 322 392 463
internal_value=0 0.00145463 -0.00166305 0.000886469 -0.00596872 -0.0153955 0.0172696 0.00310878
internal_weight=0 0.0100989 0.00860051 0.0075971 0.00535599 0.00262744 0.00224111 0.00272855
internal_count=3121 2960 2572 2195 1588 493 607 1095
is_linear=0
shrinkage=0.1


Tree=3420
num_leaves=12
num_cat=0
split_feature=12 484 12 52 49 16 3 15 15 15 4
split_gain=9.61636e-05 9.12745e-05 6.16869e-05 8.4058e-05 0.000129413 0.000135418 0.000111791 0.000258385 9.51365e-05 9.29852e-05 7.95914e-05
threshold=0.11650500000000001 -1.0000000180025095e-35 0.10097500000000002 0.091275000000000009 -0.043469999999999995 0.071345000000000006 -0.078934999999999991 -0.015744999999999999 -0.11345499999999999 -0.0079099999999999986 0.0052350000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 10 6 -6 8 -8 -5 -3
right_child=-2 2 -4 9 5 -7 7 -9 -10 -11 -12
leaf_value=-0.0005056313591575199 -0.00059388771782122745 1.625025435279751e-05 0.00050353530948152997 0.00080220226539337743 -0.00050384476046937392 -0.00083347027601773308 0.00014133833094304632 0.00093958050838569343 -0.00069063730072978853 -1.0081190933147079e-06 0.00071327468650948659
leaf_weight=0.0010920864669410205 0.0010018839977758787 0.0014714766200983943 0.0012243900059392453 0.0010480175071338484 0.0015309411862026259 0.0010989229388889956 0.0011184165257634481 0.001044904971116424 0.0010017181906134837 0.0011758694924663186 0.0011011796744233595
leaf_count=488 147 214 240 195 730 294 183 129 95 306 100
internal_value=0 3.67193e-05 8.68464e-05 3.86764e-05 -5.13767e-05 -0.000213852 -6.88532e-05 0.000141554 -0.000251752 0.000377509 0.000314599
internal_weight=0 0.0129079 0.0118158 0.0105914 0.00836756 0.0057949 0.00469598 0.00316504 0.00212013 0.00222389 0.00257266
internal_count=3121 2974 2486 2246 1745 1431 1137 407 278 501 314
is_linear=0
shrinkage=0.00196078


Tree=3421
num_leaves=9
num_cat=0
split_feature=1 457 52 2 16 1 13 1
split_gain=2.70226e-05 6.63605e-05 6.58066e-05 6.8228e-05 7.30632e-05 5.67903e-05 5.19406e-05 8.20964e-06
threshold=0.12500000000000003 0.088350000000000026 0.11434500000000002 0.096540000000000015 1.0000000180025095e-35 0.091900000000000023 -0.00051499999999999994 0.086105000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -5 -1
right_child=-2 -3 -4 6 -6 -7 -8 -9
leaf_value=0.0010600783266964458 0.011542623381101354 0.019768162919000243 -0.02920537272297323 0.022134347693470502 -0.033355810341534065 -0.020158301102728343 -0.0038367494694716469 0.013857816517590514
leaf_weight=0.0010032808870833586 0.0016846400562791084 0.0012019255383410683 0.0010166889032362184 0.0015542942188826205 0.0010372422748628736 0.0011851097808401375 0.0015262130148770618 0.0010017360080900664
leaf_count=914 279 140 436 360 330 189 261 212
internal_value=0 -0.0021968 -0.00536816 -0.00205187 -0.0103001 -0.00280377 0.00926717 0.00745402
internal_weight=0 0.00952649 0.00832457 0.00730788 0.00422737 0.00319013 0.00308051 0.00200502
internal_count=3121 2842 2702 2266 1645 1315 621 1126
is_linear=0
shrinkage=0.1


Tree=3422
num_leaves=9
num_cat=0
split_feature=11 3 0 16 151 12 1 0
split_gain=2.37829e-05 3.22289e-05 4.8728e-05 7.33404e-05 7.98728e-05 7.16727e-05 6.80794e-05 5.66694e-05
threshold=0.079915000000000014 -0.12018999999999998 -0.053834999999999994 0.0047850000000000011 -0.0083949999999999979 0.084100000000000022 0.095285000000000022 -0.11756999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -4 -6 -8
right_child=-2 2 5 -5 6 -7 7 -9
leaf_value=0.016750895226931923 -0.01450416220799915 -0.021255288841636757 0.0044841543907376824 0.023904835047711265 -0.0089556743049236786 -0.032314447727210802 0.001718834695788601 0.034146453565882258
leaf_weight=0.001199296146267524 0.0010423951533517157 0.001523912722591449 0.0010560396883850282 0.0013898029513469447 0.0017424654991573677 0.0010611209110539363 0.001098830917599998 0.00105760845654705
leaf_count=158 199 370 199 434 1335 141 126 159
internal_value=0 0.00135889 -0.000708299 0.00340972 -0.00184293 -0.0139593 0.00574452 0.0176227
internal_weight=0 0.0101291 0.00892978 0.00681262 0.00542282 0.00211716 0.0038989 0.00215644
internal_count=3121 2922 2764 2424 1990 340 1620 285
is_linear=0
shrinkage=0.1


Tree=3423
num_leaves=9
num_cat=0
split_feature=49 42 52 159 12 43 15 1
split_gain=2.40658e-05 7.39707e-05 5.73852e-05 0.000107119 5.58873e-05 0.000103596 0.000132991 5.21783e-05
threshold=-0.043469999999999995 0.091545000000000015 -0.0064899999999999992 0.076905000000000015 0.095330000000000012 -0.0037449999999999996 -0.055554999999999993 0.097115000000000021
decision_type=2 2 2 2 2 2 2 2
left_child=7 2 3 -2 5 -4 -7 -1
right_child=1 -3 4 -5 -6 6 -8 -9
leaf_value=-0.0047082674043834524 -0.031212455169286002 -0.026777895065794557 -0.010899665687628167 0.012047252612561675 -0.012839507911785909 0.0012168070069343466 0.046271191305096632 0.023188565185478592
leaf_weight=0.0014594113641415054 0.0012945201943298564 0.0011114419972807861 0.0012652813140788229 0.0010261146417677655 0.0011104274698093015 0.0012988317722332733 0.0013220175184575121 0.0012402626061219029
leaf_count=211 498 614 649 278 215 166 276 214
internal_value=0 -0.00274091 0.000910182 -0.0120843 0.00694543 0.0125988 0.0239433 0.00810787
internal_weight=0 0.00842863 0.00731719 0.00232063 0.00499656 0.00388613 0.00262085 0.00269967
internal_count=3121 2696 2082 776 1306 1091 442 425
is_linear=0
shrinkage=0.1


Tree=3424
num_leaves=8
num_cat=0
split_feature=16 4 0 3 15 48 151
split_gain=2.48483e-05 0.000101961 7.85762e-05 5.4171e-05 7.5743e-05 5.68287e-05 2.05748e-05
threshold=0.38525000000000004 -0.35136499999999998 -0.060129999999999996 -0.08824499999999999 -0.0040799999999999994 0.016865000000000002 -0.016164999999999995
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=-0.028845635980856127 0.011264164579754318 -0.019894089635211176 0.02510962111289133 -0.019944961777606154 0.01864896990534945 0.01527386400340866 -0.0047190530412204819
leaf_weight=0.0012358826187047834 0.0016404076973521387 0.001382389902248567 0.001244355594582333 0.0016407929251995353 0.0018662421829346337 0.0010014608397477288 0.0010590842620326478
leaf_count=142 311 513 258 690 821 164 222
internal_value=0 -0.00207097 0.00196723 -0.00217629 0.00222291 -0.00605923 0.00499785
internal_weight=0 0.00943021 0.00819433 0.00694997 0.00556758 0.00370134 0.00206055
internal_count=3121 2810 2668 2410 1897 1076 386
is_linear=0
shrinkage=0.1


Tree=3425
num_leaves=9
num_cat=0
split_feature=4 1 12 52 16 16 52 52
split_gain=2.47657e-05 6.22102e-05 4.67061e-05 6.74333e-05 4.69884e-05 5.99933e-05 7.23267e-05 0.00013455
threshold=0.24564500000000003 0.111945 0.10124000000000001 -0.12005499999999998 -0.094359999999999986 -0.072804999999999981 0.091275000000000009 -0.057699999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 -6 7 -7
right_child=1 -3 -4 4 5 6 -8 -9
leaf_value=-0.022930110195538991 -0.0081331040371175802 0.023853286331148735 -0.021589538090029878 -0.0099491902645928599 0.030034972800325906 0.017105066068631679 0.023141480455925529 -0.030421804308737633
leaf_weight=0.0010741304176090094 0.0011483790396530286 0.001292258710102007 0.0011267659296026866 0.0017254901547708546 0.0010793148789844027 0.0011771337355308109 0.0012020577410984321 0.0012058829923610075
leaf_count=419 150 276 343 327 636 257 270 443
internal_value=0 0.00880292 -0.002612 0.000252846 0.00414987 0.00936551 0.00314281 -0.00694506
internal_weight=0 0.00244064 0.00859078 0.00746401 0.00638988 0.00466439 0.00358507 0.00238302
internal_count=3121 426 2695 2352 1933 1606 970 700
is_linear=0
shrinkage=0.1


Tree=3426
num_leaves=9
num_cat=0
split_feature=48 50 4 40 47 151 43 0
split_gain=2.50558e-05 6.93038e-05 0.000101816 5.44759e-05 9.9579e-05 7.14537e-05 0.00012785 7.9282e-05
threshold=0.11951500000000001 0.088425000000000017 0.27834500000000006 -1.0000000180025095e-35 0.092165000000000011 -0.024429999999999997 -0.084004999999999982 -0.10096999999999999
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=-0.019313571360219745 -0.01508095098085677 -0.023228350105749428 0.033179160623260193 0.019648591896045762 0.029345389352238654 0.015003549981827475 -0.0058121573515882144 -0.040225928962221345
leaf_weight=0.0011976373980181372 0.0010106989559470784 0.0010219352009259294 0.0010716411205327235 0.0011907135870842297 0.001245931642731824 0.0015334195780278104 0.0015042555716710531 0.0012062581736102514
leaf_count=211 114 521 289 218 180 347 163 1078
internal_value=0 0.00144274 0.0042598 0.000326019 0.00384684 -0.00199889 -0.00807249 -0.0211273
internal_weight=0 0.00997179 0.00894986 0.00787822 0.00668058 0.00543465 0.00424393 0.00271051
internal_count=3121 3007 2486 2197 1986 1806 1588 1241
is_linear=0
shrinkage=0.1


Tree=3427
num_leaves=11
num_cat=0
split_feature=484 15 15 156 15 42 3 3 15 2
split_gain=0.000146329 6.85177e-05 9.00003e-05 7.55782e-05 8.10488e-05 0.000224097 0.00011135 7.86251e-05 0.000124944 5.09037e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.11713499999999999 0.08426500000000002 1.0000000180025095e-35 0.083995000000000014 -0.10519499999999998 -0.0080949999999999998 -0.037864999999999989 0.091055000000000011
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 6 -6 -4 -8 9 -9
right_child=1 2 3 -5 5 -7 7 8 -10 -11
leaf_value=-0.00070003664036918305 0.00053647387014045826 -0.00054100130454493478 0.0007643411033547181 -0.00043143579169529377 -0.00066216348615760247 0.0004426535088452565 -0.00028270019101068664 -0.00036380855830266969 0.00064638904321280815 0.00024537563581815934
leaf_weight=0.0010971321195813602 0.0010099006012848121 0.001058538246039689 0.0012429161597385932 0.0010826929653009873 0.0015535151588978481 0.0012936247645051312 0.0014186655030991209 0.0010695602118031278 0.0017393412003696819 0.0010403067548948597
leaf_count=515 232 185 109 331 547 490 490 57 69 96
internal_value=0 4.67937e-05 3.78812e-06 5.90224e-05 0.000115767 -0.00016018 0.000236438 0.000111883 0.000257311 -6.34397e-05
internal_weight=0 0.0125091 0.0114992 0.0104406 0.00935793 0.00284714 0.00651079 0.00526787 0.00384921 0.00210987
internal_count=3121 2606 2374 2189 1858 1037 821 712 222 153
is_linear=0
shrinkage=0.00196078


Tree=3428
num_leaves=8
num_cat=0
split_feature=0 12 52 457 151 16 1
split_gain=2.46739e-05 7.72527e-05 5.06653e-05 5.53005e-05 0.000110554 6.62566e-05 0.000111733
threshold=-0.019414999999999998 0.082850000000000021 -0.11592499999999999 0.045365000000000009 -0.0077149999999999988 -0.056919999999999991 0.095285000000000022
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=-0.023201280391365743 0.028907286445620847 -0.0059258599847805231 -0.033209094612398009 0.018363303013424571 -0.011510218692441952 -0.015232219846184917 0.025438783002868934
leaf_weight=0.0010574295603963139 0.0010792965877111211 0.0015525716665247195 0.0010607632399929831 0.0013654067809828335 0.0013954121125756185 0.001477418866866153 0.0019792784541114612
leaf_count=415 195 170 228 227 1047 570 269
internal_value=0 0.00835878 -0.00274755 0.000224086 -0.00396464 0.00242875 0.0101606
internal_weight=0 0.00263187 0.00833571 0.00727828 0.00591287 0.00485211 0.00337469
internal_count=3121 365 2756 2341 2114 1886 1316
is_linear=0
shrinkage=0.1


Tree=3429
num_leaves=10
num_cat=0
split_feature=484 4 150 42 156 42 15 3 0
split_gain=9.44027e-05 5.7724e-05 9.58413e-05 8.48005e-05 0.000117971 8.63374e-05 0.00014516 9.82484e-05 7.14521e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 0.089910000000000018 0.091735000000000025 0.08426500000000002 0.083995000000000014 0.024640000000000006 0.090900000000000009 -0.10151999999999999
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=-0.00057014373225163862 0.0009064117201466362 0.00034808335962766826 -0.00047384985029833964 -0.00042179866080305521 -0.00049926448048888243 0.00064304511803941653 -0.00051280293729521922 -5.3437440750732383e-05 0.00021360957176187138
leaf_weight=0.0010848504755077521 0.0011076904107454252 0.001894769991394399 0.0015509865644579299 0.0012443393045916103 0.0010009888377545935 0.0014667556939353989 0.0011452636565577826 0.0019130771588464768 0.001184235379729716
leaf_count=515 101 346 197 426 213 392 526 85 320
internal_value=0 3.28297e-05 -2.34517e-05 5.36323e-05 0.000129303 0.0002216 0.000106063 0.000274615 0.000548442
internal_weight=0 0.0125081 0.0106133 0.00906235 0.00781801 0.00681702 0.00535027 0.004205 0.00229193
internal_count=3121 2606 2260 2063 1637 1424 1032 506 421
is_linear=0
shrinkage=0.00196078


Tree=3430
num_leaves=10
num_cat=0
split_feature=484 13 43 16 52 12 0 1 16
split_gain=0.000130058 6.17231e-05 0.000128058 8.08773e-05 0.000192033 0.000105947 0.000166057 0.000109289 9.1051e-05
threshold=-1.0000000180025095e-35 0.25761500000000009 -0.16318499999999997 -0.056919999999999991 -0.046924999999999988 0.090840000000000018 -0.20211999999999997 0.094385000000000011 0.064860000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 8 6 -4 -8 -5
right_child=1 -3 3 4 -6 -7 7 -9 -10
leaf_value=-0.00065117955680066416 0.00067045140226130822 -0.00041058230409670923 -0.00012395510284663816 0.00062119549683399252 -0.00063421712121852715 -0.0003369678451022322 0.00024504650099512913 0.0010602532121345484 -0.00012049941720144803
leaf_weight=0.0011089323748329901 0.0012979543840862555 0.0010310301912963742 0.0018875189985136979 0.0010454694826584772 0.0019954009771153214 0.0012181146261668616 0.0012902185628607995 0.0012398561643575631 0.0016261154462202912
leaf_count=515 127 76 94 241 420 422 599 244 383
internal_value=0 4.91749e-05 9.00368e-05 1.69149e-05 -0.000173993 0.000175008 0.000316181 0.000644536 0.000169748
internal_weight=0 0.0126317 0.0116006 0.0103027 0.00466699 0.00563571 0.00441759 0.00253007 0.00267158
internal_count=3121 2606 2530 2403 1044 1359 937 843 624
is_linear=0
shrinkage=0.00196078


Tree=3431
num_leaves=8
num_cat=0
split_feature=16 4 0 3 15 1 1
split_gain=2.60377e-05 7.95481e-05 6.86999e-05 5.30088e-05 7.49934e-05 5.06736e-05 0.00011698
threshold=0.38525000000000004 -0.35136499999999998 -0.060129999999999996 -0.08824499999999999 -0.0040799999999999994 0.094385000000000011 0.11103500000000001
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=-0.0259554094025248 0.011565121598558173 -0.020013334896570714 0.023104754669547894 -0.022635697962775481 0.018313193574638245 0.025532089703588702 -0.018432697577511557
leaf_weight=0.0012182987215647771 0.0016322628245688366 0.0013762134987081323 0.0012409350653261658 0.0012571091873885974 0.0018552848771876212 0.0011351735796428055 0.001296314742188996
leaf_count=142 311 513 258 685 821 183 208
internal_value=0 -0.00211989 0.00143834 -0.00244696 0.00191372 -0.00633487 0.00209286
internal_weight=0 0.00937933 0.00816103 0.0069201 0.00554388 0.0036886 0.00243149
internal_count=3121 2810 2668 2410 1897 1076 391
is_linear=0
shrinkage=0.1


Tree=3432
num_leaves=12
num_cat=0
split_feature=484 1 48 42 1 15 2 42 52 3 0
split_gain=0.000184506 0.000114053 0.000108553 0.000113641 7.40794e-05 8.67968e-05 0.000129004 9.76291e-05 0.000120939 0.000130033 3.58292e-05
threshold=-0.0068949999999999992 0.13559000000000002 0.11926500000000002 -0.0060199999999999993 0.111945 1.0000000180025095e-35 0.090675000000000019 0.083935000000000023 -0.081429999999999989 0.097915000000000016 -0.11756999999999999
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 -10
right_child=1 -3 -4 4 -6 6 -8 -9 9 -11 -12
leaf_value=-0.00080355154497987222 -0.0004285696017363437 0.00063696507886342661 -0.00062595620910826119 0.00087201209008530697 0.00049642544574524756 0.00018930004021571812 -0.00078523473083769049 -0.00023964228529656402 0.00067905235779769845 -0.00039937453743266855 0.00015845621633634455
leaf_weight=0.0010842741800649721 0.0017074126874157712 0.0011177621680607359 0.0010318085348037997 0.0011216515670570137 0.0016649611828069575 0.0010360242445502895 0.0010530616763971001 0.0016748748394800339 0.0010322503976447628 0.0011626744741946027 0.0010013040091256488
leaf_count=503 761 176 74 185 193 391 188 436 58 49 107
internal_value=0 3.69093e-05 -1.68083e-05 3.80644e-05 0.000119808 4.22198e-05 -0.000301941 0.000162195 0.000318065 0.000123668 0.000422715
internal_weight=0 0.0136038 0.012486 0.0114542 0.0097468 0.00808184 0.00208909 0.00599276 0.00431788 0.00319623 0.00203355
internal_count=3121 2618 2442 2368 1607 1414 579 835 399 214 165
is_linear=0
shrinkage=0.00196078


Tree=3433
num_leaves=11
num_cat=0
split_feature=484 15 15 131 49 51 0 2 2 42
split_gain=0.000238865 0.000112709 0.000124795 7.40156e-05 9.61094e-05 9.288e-05 9.67594e-05 0.000111396 8.30361e-05 0.000105407
threshold=-0.0068949999999999992 -0.24436499999999997 -0.11713499999999999 0.088495000000000004 0.0043850000000000009 0.08955500000000001 -0.10607499999999999 0.092875000000000013 0.096540000000000015 0.085465000000000013
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 -4 9 -8
right_child=1 2 3 -5 -6 -7 8 -9 -10 -11
leaf_value=-0.00093043426199411266 0.00068873320019821984 -0.00063012934496959889 0.00074152756445296155 -0.00040171390144752816 0.00069380411774793284 -0.00048459747958895256 -0.0004958532579788492 -8.3043979641011999e-05 0.00029053712252035991 0.00027159141247508714
leaf_weight=0.0010053056220601384 0.0010157875295628048 0.001071297936859378 0.0016897563802347236 0.0011390144834098137 0.00102721065535999 0.0010589847785377931 0.0019826528607142175 0.0010042748108385919 0.0019311428396480779 0.0010537845477202028
leaf_count=503 232 187 90 321 337 187 503 115 247 399
internal_value=0 6.16822e-05 8.41704e-06 7.1252e-05 0.000126517 5.96958e-05 0.000134928 0.000434146 -2.73448e-05 -0.000229514
internal_weight=0 0.0129739 0.0119581 0.0108868 0.00974781 0.0087206 0.00766161 0.00269403 0.00496758 0.00303644
internal_count=3121 2618 2386 2199 1878 1541 1354 205 1149 902
is_linear=0
shrinkage=0.00196078


Tree=3434
num_leaves=8
num_cat=0
split_feature=3 39 2 3 0 2 43
split_gain=2.63362e-05 5.78523e-05 6.52359e-05 0.000128316 0.000131209 6.21487e-05 7.30058e-05
threshold=0.13524500000000003 0.085220000000000004 0.092365000000000017 -0.087784999999999988 -0.21861499999999998 0.089885000000000007 -0.074359999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 6 -1
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=0.010673990441068659 0.011425387658347455 0.019297002835213219 0.0093369485062497239 -0.0068345125719308647 -0.056629828198147103 0.024533640394993384 -0.016744956160562093
leaf_weight=0.001895289699129245 0.0016788831286871078 0.0011072292015888276 0.0012786267551518262 0.0011006821247274699 0.0010190887219306219 0.0010040728063343222 0.0019914167336566378
leaf_count=627 192 302 281 72 560 182 905
internal_value=0 -0.00217222 -0.00503998 -0.0156824 -0.0307738 0.00235498 -0.00337455
internal_weight=0 0.00939641 0.00828918 0.0033984 0.00211977 0.00489078 0.00388671
internal_count=3121 2929 2627 913 632 1714 1532
is_linear=0
shrinkage=0.1


Tree=3435
num_leaves=12
num_cat=0
split_feature=1 48 457 474 160 133 151 13 16 1 2
split_gain=8.873e-05 0.000100679 9.44918e-05 8.03903e-05 9.77155e-05 0.000171714 0.000128944 0.000108023 0.000130579 7.71612e-05 5.69336e-05
threshold=0.14000500000000002 0.11951500000000001 0.088350000000000026 0.084660000000000027 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0017399999999999998 0.17001000000000002 -0.056919999999999991 0.095285000000000022 0.098035000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7 8 9 -8 -10
right_child=-2 -3 -4 -5 5 6 7 -9 10 -11 -12
leaf_value=-0.00053179027125395157 0.0005489328620719914 -0.00063714704154118414 0.00051859388605083841 0.00044166763314555711 -0.00072987503929022369 -0.00053007903581585823 0.00032422462456775295 -0.00035428369319788559 -0.00029268214876585928 0.0010253925278942376 0.00034018164887197953
leaf_weight=0.0017594371265325552 0.0010337770647043951 0.0010268107890698862 0.0012249258466672441 0.0011167087575725725 0.0011239622152485152 0.0010583247412095063 0.0012649029692205548 0.0010432991456309701 0.0011874504925052532 0.0011538470761706984 0.0010125447893928607
leaf_count=665 124 96 142 316 679 179 332 89 196 126 177
internal_value=0 -4.79669e-05 2.67823e-06 -5.62705e-05 -0.00011417 -2.05e-05 9.81409e-05 0.000215565 0.000344285 0.000658712 -1.40746e-06
internal_weight=0 0.0129722 0.0119454 0.0107205 0.00960377 0.00784433 0.00672037 0.00566204 0.00461875 0.00241875 0.0022
internal_count=3121 2997 2901 2759 2443 1778 1099 920 831 458 373
is_linear=0
shrinkage=0.00196078


Tree=3436
num_leaves=11
num_cat=0
split_feature=484 15 15 160 0 2 47 4 4 2
split_gain=0.000105025 6.62983e-05 8.07575e-05 7.16334e-05 9.50094e-05 0.000126023 8.62965e-05 0.000109835 7.61172e-05 4.32528e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.11713499999999999 0.092865000000000017 -0.10607499999999999 0.09142500000000002 0.085270000000000026 -0.026489999999999996 -0.084369999999999987 0.099185000000000009
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 7 8 9 -6
right_child=1 2 3 -5 6 -7 -8 -9 -10 -11
leaf_value=-0.0005967921296857738 0.00051789327071677729 -0.00051381310500312751 0.00080334088108303654 -0.00041694661005659006 -0.00050496249355715193 6.2469829567929288e-07 0.00033070676815092817 -0.00072580842622640149 0.00042930446924033537 2.7251171260748479e-05
leaf_weight=0.0010841574592406764 0.0010221544856772033 0.0010792200617968381 0.0014700422532990687 0.001129659330646471 0.0010235432562171673 0.0015393362936222711 0.0018181030282038305 0.0010647326405386921 0.0010691432708703477 0.0013767882579195367
leaf_count=515 232 185 96 130 314 173 157 486 708 125
internal_value=0 3.92188e-05 -3.06771e-06 4.94714e-05 0.000105753 0.000392741 -3.02058e-05 -0.000174923 -5.86368e-06 -0.000199694
internal_weight=0 0.0125927 0.0115706 0.0104913 0.00936169 0.00300938 0.00635231 0.00453421 0.00346947 0.00240033
internal_count=3121 2606 2374 2189 2059 269 1790 1633 1147 439
is_linear=0
shrinkage=0.00196078


Tree=3437
num_leaves=10
num_cat=0
split_feature=484 4 42 43 4 52 49 2 12
split_gain=9.61283e-05 6.68697e-05 7.35895e-05 9.56447e-05 8.66483e-05 8.09229e-05 0.000103716 0.000155559 0.000142622
threshold=-1.0000000180025095e-35 0.27044500000000005 0.091735000000000025 0.12450000000000001 0.055260000000000011 0.096795000000000006 -0.043469999999999995 0.09167500000000002 0.084100000000000022
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=-0.00056514653680549024 0.0003389305905649306 0.00038538729011265786 -0.00044777846634431486 0.0005983511334283452 -0.00043565001087454231 0.00056064159314894745 0.00048071500150042066 -0.00087634938615249313 -0.0004857365837656933
leaf_weight=0.0010824070241849644 0.0019163268953909266 0.0018735742016885515 0.0013298648962108564 0.0010643027492157177 0.0015986073849176977 0.0010925612992530049 0.0012950795644803797 0.0010102021630680807 0.0010738454584139144
leaf_count=515 225 346 458 149 144 257 159 262 606
internal_value=0 4.44467e-05 -1.70879e-05 4.6194e-05 -2.73868e-05 7.47815e-05 -2.54615e-05 -0.000232111 4.26177e-05
internal_weight=0 0.0122544 0.0103808 0.00905093 0.00798662 0.00638802 0.00529545 0.00337913 0.00236893
internal_count=3121 2606 2260 1802 1653 1509 1252 1027 765
is_linear=0
shrinkage=0.00196078


Tree=3438
num_leaves=9
num_cat=0
split_feature=42 40 47 50 4 0 43 48
split_gain=2.53902e-05 5.73062e-05 7.61004e-05 5.91029e-05 9.70117e-05 6.60201e-05 0.000127196 0.000115085
threshold=-0.095859999999999987 -0.013874999999999998 0.10904500000000002 0.07826000000000001 0.24564500000000003 -0.10096999999999999 -0.084004999999999982 0.086035000000000014
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=-0.015239958758750892 0.021989167340449103 0.025891381980794388 -0.027311149607946783 -0.019939969417931719 0.030406609005553031 0.012298999861131761 -0.030827939392067391 -0.015547407500945866
leaf_weight=0.0010102919678408673 0.001191202314162935 0.0017867559158215238 0.0010032088848521822 0.0010705505226020137 0.0012591892342903822 0.0012480726939572986 0.0015128130648017295 0.0010724852256065662
leaf_count=241 295 168 147 494 232 323 1138 83
internal_value=0 0.00138364 -0.00135791 0.00191717 0.00531856 -0.000302422 -0.0113322 0.0103479
internal_weight=0 0.0101443 0.00895308 0.00794987 0.00687932 0.00562013 0.00276089 0.00285924
internal_count=3121 2880 2585 2438 1944 1712 1461 251
is_linear=0
shrinkage=0.1


Tree=3439
num_leaves=9
num_cat=0
split_feature=475 42 43 42 2 1 0 3
split_gain=2.41941e-05 4.88452e-05 4.06662e-05 6.68711e-05 6.29464e-05 0.000144753 5.46681e-05 4.66778e-05
threshold=-1.0000000180025095e-35 -0.0060199999999999993 -0.074359999999999996 0.082250000000000004 0.11411 0.094465000000000007 -0.077999999999999986 0.090900000000000009
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=-0.014317922052790111 -0.014273913989519507 0.001298310475137883 -0.017574869468331897 -0.022503144367885017 -0.011805017108851613 0.040338648651422074 0.032765038664814762 0.010841704615019742
leaf_weight=0.0010817318839345903 0.0016545546376236031 0.0011700566928308487 0.0010677135362552838 0.0010600988704875195 0.0015358121172019887 0.001219515254917319 0.0010454227016973932 0.0012604522749147112
leaf_count=501 794 449 127 674 156 152 214 54
internal_value=0 0.00142443 0.00453169 0.000343167 0.00510748 0.012429 0.0161466 -0.00219034
internal_weight=0 0.0100136 0.00835907 0.00614359 0.00508349 0.00354768 0.00221548 0.00232817
internal_count=3121 2620 1826 1163 489 333 663 181
is_linear=0
shrinkage=0.1


Tree=3440
num_leaves=9
num_cat=0
split_feature=1 42 151 48 49 16 1 4
split_gain=2.53589e-05 7.13553e-05 4.60021e-05 7.33303e-05 6.65413e-05 6.28147e-05 5.64387e-05 8.61596e-05
threshold=0.12500000000000003 0.091735000000000025 -0.083274999999999988 0.093265000000000015 -0.068409999999999985 -0.15241499999999997 0.090740000000000015 -0.084369999999999987
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=-0.018698952691857142 0.011280757673277936 -0.025963487986704697 -0.023577614466561234 0.028166502400454669 0.024610174079350899 -0.010752954890641996 -0.018500939984050318 0.025281351970884214
leaf_weight=0.0010301213952877706 0.0016642157071210953 0.0011065108726124187 0.0010232967892817423 0.0010615863505197944 0.0011791256603366808 0.0013661333532729524 0.0013276286452621952 0.0012902220711892517
leaf_count=322 279 583 132 164 185 362 291 803
internal_value=0 -0.00211325 0.00107474 0.00388507 -0.000281617 0.00433551 -0.00166511 0.00674932
internal_weight=0 0.00938463 0.00827811 0.00724799 0.00618641 0.00516311 0.00398398 0.00265636
internal_count=3121 2842 2259 1937 1773 1641 1456 1165
is_linear=0
shrinkage=0.1


Tree=3441
num_leaves=11
num_cat=0
split_feature=484 133 133 15 3 1 0 47 0 12
split_gain=0.000103806 0.000121492 0.000112757 0.00014046 0.000125638 0.000110289 0.000201744 0.000104229 0.00016718 9.0897e-05
threshold=-1.0000000180025095e-35 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 -0.13309499999999996 0.10060500000000001 -0.098289999999999975 0.087885000000000019 -0.10836499999999999 0.088305000000000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 -7 -9 -5
right_child=1 -3 -4 9 5 7 -8 8 -10 -11
leaf_value=-0.00059820654277909185 0.00067733012719522014 -0.00061891497308836708 0.00063443665354211674 -0.00083698951946617744 0.00019047647011936599 0.00067251916542827297 -0.00083164754331935449 -0.00060096347915586054 0.00047044005772454192 -3.6273369799504715e-05
leaf_weight=0.0010773005138693887 0.0013968379666141331 0.0010029377060856394 0.0013091575667287343 0.0010411374509613383 0.0017388128343798124 0.001432156528054247 0.0012956164307120826 0.0010032407983979752 0.0012671883633064082 0.0011439819705280573
leaf_count=515 181 370 415 388 166 247 346 45 72 376
internal_value=0 3.58744e-05 9.23506e-05 2.35767e-05 0.000142147 3.11836e-05 -0.000245942 0.0002583 -2.98398e-06 -0.000417788
internal_weight=0 0.0126311 0.0116281 0.010319 0.00813385 0.00673701 0.00303443 0.00370259 0.00227043 0.00218512
internal_count=3121 2606 2236 1821 1057 876 512 364 117 764
is_linear=0
shrinkage=0.00196078


Tree=3442
num_leaves=12
num_cat=0
split_feature=457 41 474 160 52 2 0 0 4 12 13
split_gain=0.000112357 8.60518e-05 9.43031e-05 0.000198504 0.000134555 0.000141881 0.000205726 8.80417e-05 8.92305e-05 0.000102881 2.6349e-05
threshold=-0.0029299999999999994 1.0000000180025095e-35 0.084660000000000027 -1.0000000180025095e-35 0.10744000000000002 0.11411 -0.15599999999999997 0.10455500000000001 -0.080924999999999983 0.086700000000000013 -0.074044999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 8 -8 -10 -11
right_child=1 -3 -4 4 -6 -7 7 -9 9 10 -12
leaf_value=-0.0006289508702815921 -0.00060850039916254405 -0.00049238965858296765 0.00066390073121135799 0.00088406964138088863 0.00077624718272032713 -0.00061850046579087887 0.00063288001306317668 -0.00050849373928970817 -0.00043397270401288491 0.00048064966563340461 3.1030795939095977e-05
leaf_weight=0.001032479996693903 0.0015554310589849093 0.0010534000732889117 0.0010147204667233867 0.0012372829641669244 0.0011510251952075376 0.0010336501835993038 0.0010091630319265022 0.0010603228792076752 0.00142160939065978 0.0010013492427849106 0.0010031024020547815
leaf_count=252 617 169 253 69 162 237 475 93 266 183 345
internal_value=0 4.3977e-05 9.3161e-05 3.78622e-05 0.000150604 5.78806e-05 0.000161721 -9.10348e-07 0.000120437 -3.05057e-05 0.000255644
internal_weight=0 0.0125411 0.0114877 0.0104729 0.00891751 0.00776648 0.00673283 0.00549555 0.00443522 0.00342606 0.00200445
internal_count=3121 2869 2700 2447 1830 1668 1431 1362 1269 794 528
is_linear=0
shrinkage=0.00196078


Tree=3443
num_leaves=9
num_cat=0
split_feature=484 160 52 49 4 2 52 4
split_gain=2.37932e-05 4.42254e-05 8.01823e-05 7.8608e-05 6.29988e-05 0.000160601 9.33498e-05 6.68411e-05
threshold=0.084040000000000017 -1.0000000180025095e-35 0.10744000000000002 -0.081404999999999991 0.26790000000000008 0.10188000000000001 -0.034054999999999995 -0.083854999999999985
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=-0.018280654160386489 0.012972335361317047 0.019493260380981967 0.026708836666856306 -0.024015411677085065 0.014960482002149498 -0.043674346755698847 0.028272285808213955 -0.004593953352521718
leaf_weight=0.0013889698087904542 0.0012368394462412514 0.0013120697182273846 0.0010590267855209341 0.0012847725479773441 0.0010370670913669418 0.00122144781307831 0.0010575799983432246 0.0014914240893307664
leaf_count=632 368 160 175 339 248 314 288 597
internal_value=0 -0.00174232 0.000971869 -0.00270922 -0.00749087 -0.0120967 -0.00203603 0.00904223
internal_weight=0 0.00985236 0.00846339 0.00740436 0.00609229 0.00505522 0.00383378 0.002549
internal_count=3121 2753 2121 1946 1786 1538 1224 885
is_linear=0
shrinkage=0.1


Tree=3444
num_leaves=9
num_cat=0
split_feature=1 43 15 47 47 51 4 52
split_gain=2.85395e-05 7.05585e-05 4.13856e-05 6.86305e-05 7.541e-05 6.57701e-05 6.51704e-05 3.12935e-05
threshold=0.077565000000000009 0.093175000000000022 1.0000000180025095e-35 0.087235000000000021 0.11069000000000002 0.08955500000000001 0.0067750000000000006 0.083680000000000018
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 3 5 -5 6 -2 -1
right_child=2 -3 -4 4 -6 -7 -8 -9
leaf_value=-0.031482702019251012 0.0087754838188370387 0.013188234222135936 -0.010917014743658568 -0.026091258943859486 0.008910885467678575 -0.0045354044573662532 0.04054966343319686 -0.0069860120151834073
leaf_weight=0.0010042076946610305 0.0013219972496906539 0.0010330082699733486 0.0016631579420776886 0.0010673548282205281 0.0014540025891035327 0.0011411760592497343 0.0012614543655336608 0.001084828872277168
leaf_count=789 321 191 433 148 147 125 311 656
internal_value=0 -0.00819022 0.00310124 0.00683396 -0.00590641 0.0154585 0.0242903 -0.0187617
internal_weight=0 0.00312204 0.00790914 0.00624599 0.00252136 0.00372463 0.00258345 0.00208904
internal_count=3121 1636 1485 1052 295 757 632 1445
is_linear=0
shrinkage=0.1


Tree=3445
num_leaves=8
num_cat=0
split_feature=52 160 150 16 16 0 4
split_gain=2.48936e-05 7.73197e-05 7.60252e-05 8.32605e-05 6.48784e-05 9.05919e-05 4.73118e-05
threshold=-0.046924999999999988 -1.0000000180025095e-35 0.086615000000000011 0.064860000000000015 -0.056919999999999991 -0.11756999999999999 0.053180000000000012
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=0.036212701495897066 -0.024370140083919099 -0.010000618703234395 -0.013660066875300705 -3.4895810020329244e-05 -0.014146343003088802 0.0086621086147539769 0.03703073740405162
leaf_weight=0.0011559271746251593 0.0014291962814216262 0.0015547476517646652 0.0012609066786140877 0.0014026454800789652 0.0017935308203607435 0.0013510171522920071 0.0010407677224211942
leaf_count=360 743 200 136 457 206 815 204
internal_value=0 -0.00355783 0.00643706 0.0163413 0.00162415 0.00879116 0.0210065
internal_weight=0 0.00716926 0.00381948 0.00255857 0.00574006 0.00394653 0.00239178
internal_count=3121 2168 953 817 1425 1219 1019
is_linear=0
shrinkage=0.1


Tree=3446
num_leaves=8
num_cat=0
split_feature=16 1 150 16 16 15 3
split_gain=2.6689e-05 8.0611e-05 6.26411e-05 9.00308e-05 9.46551e-05 6.2012e-05 3.7743e-05
threshold=0.38525000000000004 0.077565000000000009 0.080470000000000014 -0.27167499999999994 -0.056919999999999991 1.0000000180025095e-35 -0.077774999999999983
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=-0.030241512439140656 0.011736181524178699 -0.02517661158629916 0.020210580676510818 0.0065042499534405523 -0.011064676687449017 0.0017902680723531142 0.033716915143632641
leaf_weight=0.0015101803145342071 0.0016291162708828811 0.0012618082915086325 0.0016903081441564764 0.0010002072726738587 0.0018061148328177086 0.0010076548135604063 0.0010392418528976577
leaf_count=730 311 218 295 225 404 781 157
internal_value=0 -0.00213735 0.00352408 -0.00199839 0.00560686 -0.0174222 0.020371
internal_weight=0 0.00931552 0.00679768 0.00510737 0.00384556 0.00251784 0.00203945
internal_count=3121 2810 1299 1004 786 1511 382
is_linear=0
shrinkage=0.1


Tree=3447
num_leaves=11
num_cat=0
split_feature=457 41 15 160 2 0 13 0 13 43
split_gain=9.48556e-05 0.000108092 7.67251e-05 9.68584e-05 8.15492e-05 0.000138655 8.80756e-05 0.000120728 5.12938e-05 3.13286e-05
threshold=-0.0029299999999999994 1.0000000180025095e-35 0.091650000000000023 -0.082869999999999985 0.11411 -0.15599999999999997 -0.084034999999999985 -0.077809999999999976 -0.13710499999999998 -0.11720999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 8 -8 -7 -9
right_child=1 -3 -4 4 -6 6 7 9 -10 -11
leaf_value=-0.00059232197481471857 -0.00036870354032264769 -0.00056891228964617388 -0.00039910602505021156 0.00087604323733007829 -0.00019713345487656263 0.00017003829377341026 -0.00042741168295935643 0.00052434023786816525 0.00077688361027031553 5.7344618435513573e-05
leaf_weight=0.0010183893217510049 0.0012493067077774941 0.001055960994742298 0.0011201775044014988 0.0013213230951916195 0.001524885721732286 0.0010153854227332171 0.0015486113016975481 0.001084722365370272 0.0011331099321840836 0.0011252184991270529
leaf_count=252 387 169 471 74 296 52 712 39 308 361
internal_value=0 3.06133e-05 8.75306e-05 0.000142029 0.000214923 0.000301849 0.00017341 -7.61084e-06 0.000490087 0.000286564
internal_weight=0 0.0121787 0.0111227 0.0100026 0.00875326 0.00722837 0.00590705 0.00375855 0.0021485 0.00220994
internal_count=3121 2869 2700 2229 1842 1546 1472 1112 360 400
is_linear=0
shrinkage=0.00196078


Tree=3448
num_leaves=9
num_cat=0
split_feature=13 39 2 3 12 1 1 3
split_gain=2.9231e-05 5.53576e-05 4.58394e-05 7.39172e-05 6.77451e-05 0.000112699 8.06511e-05 3.22848e-05
threshold=-0.23438999999999996 0.085220000000000004 0.11215000000000001 0.090900000000000009 0.10097500000000002 0.088485000000000022 0.077565000000000009 0.11924500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -4
right_child=1 -3 7 -5 -6 -7 -8 -9
leaf_value=0.013382765941462801 -0.012767199559254741 0.018999910889821135 -0.0056117911581494585 0.023441243723436218 0.017171334035478922 -0.031980581858584656 0.023116256083874437 -0.030415329583817288
leaf_weight=0.0014057457833664523 0.0015509409196297437 0.0011033107011495886 0.001084106315120621 0.001065998713057556 0.0010589587584473731 0.0016034579768089956 0.0010506809041529504 0.0010171150938678153
leaf_count=169 1255 298 272 128 246 477 219 57
internal_value=0 -0.00206382 -0.00482022 -0.000572005 -0.00543483 -0.0111277 0.00172455 -0.0176182
internal_weight=0 0.00953457 0.00843126 0.00633004 0.00526404 0.00420508 0.00260162 0.00210122
internal_count=3121 2952 2654 2325 2197 1951 1474 329
is_linear=0
shrinkage=0.1


Tree=3449
num_leaves=11
num_cat=0
split_feature=484 1 49 42 1 403 43 52 4 16
split_gain=8.96904e-05 7.30428e-05 7.34107e-05 0.000155786 0.000124407 0.000122218 0.000156956 0.000135034 0.000150738 0.000217482
threshold=-1.0000000180025095e-35 0.13559000000000002 -0.043469999999999995 0.091545000000000015 0.10089500000000001 0.03138500000000001 0.070450000000000013 -0.07167999999999998 -0.059649999999999988 -0.27167499999999994
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 -2 6 7 -4 -9 -10
right_child=1 -3 3 -5 -6 -7 -8 8 9 -11
leaf_value=-0.00053585548607747006 -3.5721020970015179e-05 0.00054143388985148885 -0.00079589434896522445 -0.00073181176334666232 0.00079270569090712166 0.00064465106565203111 0.00056155215896035073 -0.00058443547294594446 -0.00045623076557644259 0.00068153566867469248
leaf_weight=0.0011061166683972471 0.0019145626348234246 0.0010506781040063888 0.0012319444926187761 0.0012438996055158455 0.001095857434279591 0.0010303461648018628 0.00118710668804386 0.0013648777601584696 0.0010924719026007036 0.0015802048804643247
leaf_count=515 206 176 364 460 147 216 145 497 114 281
internal_value=0 4.61288e-05 1.80594e-06 -8.92351e-05 0.000265844 1.75241e-05 -8.25529e-05 -0.000227656 -5.42745e-05 0.000216467
internal_weight=0 0.0127919 0.0117413 0.00873085 0.00301042 0.00748695 0.00645661 0.0052695 0.00403755 0.00267268
internal_count=3121 2606 2430 2077 353 1617 1401 1256 892 395
is_linear=0
shrinkage=0.00196078


Tree=3450
num_leaves=8
num_cat=0
split_feature=3 39 15 133 52 3 0
split_gain=2.60305e-05 5.26461e-05 6.83898e-05 6.76309e-05 0.000100831 0.000137701 0.0001069
threshold=0.13524500000000003 0.0046100000000000004 -0.11713499999999999 1.0000000180025095e-35 -0.088204999999999992 -0.086554999999999979 -0.11437499999999999
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=-0.025752751953049137 0.01150626228263269 0.016240170391114504 -0.023749754407353007 -0.022955909307467222 0.035650555450389761 0.014078528290281854 -0.024683500907945688
leaf_weight=0.0013464351792016232 0.0016492930078291354 0.0013362948184415186 0.001078225058330491 0.0011596080955818067 0.0014451397674553721 0.0017071756997849579 0.0012198898285728215
leaf_count=261 192 335 324 915 352 112 630
internal_value=0 -0.00212604 -0.00521066 -0.00102632 0.00363931 0.0103937 -0.00207601
internal_weight=0 0.00929277 0.00795647 0.00661004 0.00545043 0.00437221 0.00292707
internal_count=3121 2929 2594 2333 1418 1094 742
is_linear=0
shrinkage=0.1


Tree=3451
num_leaves=9
num_cat=0
split_feature=42 43 3 13 150 4 16 1
split_gain=2.65215e-05 4.57784e-05 0.000140123 7.24663e-05 4.54208e-05 4.08551e-05 7.82532e-05 6.88914e-05
threshold=-0.095859999999999987 -0.052894999999999991 -0.077774999999999983 -0.017449999999999997 0.092390000000000014 -1.0000000180025095e-35 -0.029084999999999996 0.10587000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -3 -7
right_child=1 4 -4 -5 -6 7 -8 -9
leaf_value=-0.015568743000993694 -0.022863896389486452 0.019157805936319279 0.040929915016796825 0.014959036911321534 0.015207825427842981 -0.034535397855717707 -0.013941056937085229 -0.0025039295972011104
leaf_weight=0.0010017487188016981 0.001007677524770283 0.0013503515272839709 0.0010665772027710447 0.0010185968004030339 0.001131426860771589 0.0011204198247713381 0.0015164392028750207 0.0016756065134667115
leaf_count=241 580 637 444 248 119 282 361 209
internal_value=0 0.00150686 0.0115921 -0.00385052 -0.00308411 -0.00673883 0.00164958 -0.0153395
internal_weight=0 0.0098871 0.00309285 0.00202627 0.00679424 0.00566282 0.00286679 0.00279603
internal_count=3121 2880 1272 828 1608 1489 998 491
is_linear=0
shrinkage=0.1


Tree=3452
num_leaves=7
num_cat=0
split_feature=13 12 0 48 4 4
split_gain=2.52052e-05 3.83095e-05 4.37243e-05 8.07657e-05 6.00834e-05 0.00010585
threshold=-0.23438999999999996 -0.010834999999999999 -0.053834999999999994 0.085845000000000019 0.25615500000000008 -0.0082299999999999995
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=0.012460138410170987 0.014005796257223316 -0.0067318117388360235 -0.017854576842286061 -0.017333358671986671 -0.013782784209368069 0.029565068269954836
leaf_weight=0.0014008494703104122 0.001302846384065969 0.0014176212070454313 0.0018761687275854902 0.0019506070760595103 0.0010370533327788145 0.0018544541971512094
leaf_count=169 345 1323 389 319 121 455
internal_value=0 -0.00191455 -0.00446396 -0.000450522 0.00719181 0.0138395
internal_weight=0 0.00943875 0.0081359 0.00625974 0.00430913 0.00327208
internal_count=3121 2952 2607 2218 1899 1778
is_linear=0
shrinkage=0.1


Tree=3453
num_leaves=8
num_cat=0
split_feature=0 12 42 47 4 4 1
split_gain=2.64985e-05 6.2366e-05 5.30787e-05 4.5695e-05 6.2768e-05 6.82904e-05 5.86257e-05
threshold=-0.019414999999999998 0.082850000000000021 -0.0060199999999999993 0.087235000000000021 -0.064804999999999988 -0.0016099999999999997 0.111945
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=-0.022492997057519878 0.027509546757078986 -0.0041167847264753218 -0.015273181107922777 -0.01307290004922328 0.032365856279940333 -0.0070573823792743767 0.022624475770913834
leaf_weight=0.0011758728485095462 0.0010533867983027016 0.001527933169864589 0.0011586890340033514 0.001843405530938088 0.0011015261873286728 0.001929401121703526 0.0010157644977652276
leaf_count=801 195 170 557 288 519 403 188
internal_value=0 0.00878931 -0.00282419 0.000456948 0.00524834 0.0111243 0.00317966
internal_weight=0 0.00258132 0.00822466 0.00704879 0.00520538 0.00404669 0.00294517
internal_count=3121 365 2756 1955 1667 1110 591
is_linear=0
shrinkage=0.1


Tree=3454
num_leaves=8
num_cat=0
split_feature=15 0 0 0 3 1 12
split_gain=2.61946e-05 3.29039e-05 5.46468e-05 5.4534e-05 4.25793e-05 0.000101173 3.99228e-05
threshold=0.091650000000000023 -0.077999999999999986 -0.10151999999999999 -0.053834999999999994 0.12178000000000001 0.094385000000000011 0.051320000000000005
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=-0.010351318185424296 -0.014881352585521618 0.027147289829422452 -0.022955440141222503 0.015238093745213033 -0.015441108882285608 0.024287287101323548 -0.0083867040433059942
leaf_weight=0.0016661950566865735 0.0010713533448376824 0.0011266534245884157 0.0011364459920824082 0.0012118367682726896 0.0011047360993129973 0.0017071948949804582 0.0017457148366462917
leaf_count=241 497 365 1258 231 123 179 227
internal_value=0 0.00159615 -0.00337161 0.00842535 0.00159832 0.00717848 0.0012934
internal_weight=0 0.00969878 0.00561457 0.00408421 0.00447813 0.00337339 0.00295755
internal_count=3121 2624 1801 823 543 420 458
is_linear=0
shrinkage=0.1


Tree=3455
num_leaves=10
num_cat=0
split_feature=484 4 42 43 4 52 49 2 12
split_gain=0.000104899 7.33379e-05 8.30694e-05 8.33245e-05 0.000100499 7.91636e-05 9.16922e-05 0.000185025 0.000120921
threshold=-1.0000000180025095e-35 0.27044500000000005 0.091735000000000025 0.12450000000000001 0.055260000000000011 0.096795000000000006 -0.048674999999999989 0.092755000000000018 0.084100000000000022
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=-0.00061448581114229939 0.00035664186775974269 0.00040294112683727867 -0.0004854156566905078 0.00056261595818752393 -0.00046973746454083198 0.00057035155298046261 0.00049582780789406828 -0.00086574697808404109 -0.00037084352833963949
leaf_weight=0.0010156953015176004 0.001735543367748484 0.0018324059915556341 0.0013034371147198119 0.0010526556859176217 0.0015651347385404165 0.001073386024919562 0.0013623256686558552 0.0010914700901706632 0.0011342817038097119
leaf_count=515 220 346 458 149 144 257 162 246 624
internal_value=0 4.14593e-05 -2.27359e-05 4.41623e-05 -2.43812e-05 8.45827e-05 -1.33615e-05 -0.000192331 0.000102074
internal_weight=0 0.0121506 0.0103182 0.0090148 0.00796214 0.00639701 0.00532362 0.00358808 0.00249661
internal_count=3121 2606 2260 1802 1653 1509 1252 1032 786
is_linear=0
shrinkage=0.00196078


Tree=3456
num_leaves=10
num_cat=0
split_feature=484 4 4 0 16 157 15 13 133
split_gain=9.72451e-05 0.000109773 8.10144e-05 9.75756e-05 0.000117395 8.23669e-05 0.000100331 9.19411e-05 6.90056e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 -0.0029599999999999995 -0.10096999999999999 -0.094359999999999986 -1.0000000180025095e-35 -0.013969999999999998 -0.0034749999999999994 0.083950000000000011
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 -2 -7 8 -8
right_child=1 -3 3 -5 -6 6 7 -9 -10
leaf_value=-0.00058122801101976825 -0.00036929030112414833 0.00048120374476449658 -0.00034604723961122598 -0.0006180405920468312 0.00040439034230643967 0.00078593947332319784 7.310788255413595e-06 -0.00029736676996380769 0.00069217913476495572
leaf_weight=0.0010277433889140071 0.0010568698053961033 0.0018930504544017223 0.0018724120197435579 0.0015809168681564997 0.0014012262230747655 0.0010050023017448059 0.0011840060300550733 0.0014527812655029983 0.0010830001985544185
leaf_count=515 318 346 139 341 76 291 533 319 243
internal_value=0 4.61662e-05 -3.12625e-05 -0.000218016 -2.4835e-05 0.000125545 0.000236232 8.7714e-05 0.000334488
internal_weight=0 0.0125293 0.0106362 0.00485456 0.00327364 0.00578166 0.00472479 0.00371979 0.00226701
internal_count=3121 2606 2260 556 215 1704 1386 1095 776
is_linear=0
shrinkage=0.00196078


Tree=3457
num_leaves=10
num_cat=0
split_feature=484 1 42 151 49 0 42 13 0
split_gain=0.000113711 5.68927e-05 0.000122179 9.23079e-05 0.000119432 0.000146081 4.36259e-05 6.91216e-05 5.21138e-05
threshold=-1.0000000180025095e-35 0.12811000000000003 0.091735000000000025 -0.044604999999999992 -0.069799999999999987 -0.17169499999999996 -1.0000000180025095e-35 -0.14819499999999997 -0.077999999999999986
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 -7 -8 -9
right_child=1 -3 -4 4 5 6 7 8 -10
leaf_value=-0.00063041752012946714 -0.00039103339275361478 0.00038000387934165631 -0.00058031654559613705 -0.00042845893013522697 0.00091027787142172701 -0.0002087006661415948 -0.00016379411082968531 0.00017493124195288727 0.00072056397939968583
leaf_weight=0.0010380739730125989 0.001392313790541869 0.0016855127340724132 0.0012601384143495929 0.0011284811025504939 0.0011088050944919967 0.0011605385591886954 0.0012357108580750009 0.001685647363460508 0.001120258554893457
leaf_count=515 314 243 483 113 56 710 57 426 204
internal_value=0 4.65363e-05 -9.15828e-06 7.23361e-05 0.000159057 0.000264113 0.000126387 0.000222606 0.000392775
internal_weight=0 0.0117774 0.0100919 0.00883176 0.00743944 0.00631096 0.00520216 0.00404162 0.00280591
internal_count=3121 2606 2363 1880 1566 1453 1397 687 630
is_linear=0
shrinkage=0.00196078


Tree=3458
num_leaves=10
num_cat=0
split_feature=484 4 150 42 156 42 13 1 0
split_gain=0.000125931 8.29681e-05 7.54924e-05 8.99013e-05 9.19493e-05 0.00010042 0.000119466 0.000112934 6.58606e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 0.089910000000000018 0.091735000000000025 0.08426500000000002 -1.0000000180025095e-35 -0.14819499999999997 0.088485000000000022 -0.084044999999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 8 -8
right_child=1 -3 -4 -5 -6 6 7 -9 -10
leaf_value=-0.00066479774187489741 -0.00018986206512571719 0.00042689678709052 -0.00042418251151134272 -0.00045035826197242779 -0.00043031680099992533 -0.00012189675196623123 0.00046526784044160574 0.00010409456484528592 0.0011519594153692597
leaf_weight=0.0010382055575425047 0.0018055331660484604 0.0018683968178886826 0.0015295883580025904 0.0012092372983385086 0.0010013146235222925 0.0014580646995998592 0.0010242289100942138 0.001363448193711328 0.0011287877357343901
leaf_count=515 693 346 197 426 213 76 283 233 139
internal_value=0 4.61364e-05 -2.14869e-05 4.70244e-05 0.000124318 0.00020623 0.000349993 0.000545658 0.000825288
internal_weight=0 0.0123886 0.0105202 0.00899061 0.00778138 0.00678006 0.00497453 0.00351646 0.00215302
internal_count=3121 2606 2260 2063 1637 1424 731 655 422
is_linear=0
shrinkage=0.00196078


Tree=3459
num_leaves=10
num_cat=0
split_feature=484 15 15 12 47 3 150 12 2
split_gain=0.000111027 8.43172e-05 9.59498e-05 6.89816e-05 0.000137279 0.000117794 0.00012884 0.000119138 9.61432e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.11713499999999999 -0.040564999999999997 0.099265000000000006 0.10542000000000001 0.086615000000000011 0.09334000000000002 0.086590000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 7 8 -5
right_child=1 2 3 4 -6 -7 -8 -9 -10
leaf_value=-0.00060232097302118873 0.00057863508629274452 -0.00056147343947158276 -0.00041898547132899604 -0.0001198044808388207 0.00067668919136131304 0.00042555438242648661 -0.00071167510757833192 -0.00052994910155615014 0.00049805192560992541
leaf_weight=0.001101375115905784 0.0010506917040183231 0.0010680597280080572 0.001063267932207135 0.0019988369063429837 0.0013923662623434334 0.0019948008234374759 0.0011591720866744723 0.0011892061672700957 0.0018780650955893979
leaf_count=515 232 185 194 620 97 121 190 515 452
internal_value=0 4.64742e-05 -1.1371e-06 5.49222e-05 0.000107343 1.09035e-05 -0.000121965 1.29657e-05 0.0001795
internal_weight=0 0.0127945 0.0117438 0.0106757 0.00961245 0.00822008 0.00622528 0.00506611 0.0038769
internal_count=3121 2606 2374 2189 1995 1898 1777 1587 1072
is_linear=0
shrinkage=0.00196078


Tree=3460
num_leaves=8
num_cat=0
split_feature=3 52 0 0 4 4 1
split_gain=2.58229e-05 4.5571e-05 5.83203e-05 8.95688e-05 7.54954e-05 5.72219e-05 0.000109991
threshold=0.13524500000000003 -0.24456499999999998 -0.084269999999999984 -0.10607499999999999 -0.084369999999999987 0.25615500000000008 0.091785000000000019
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=-0.021527570577021884 0.01139749097980872 -0.009033599956784941 -0.0045231527994812129 -0.032330502566213296 0.024691529337533883 -0.016466817282505593 0.034769338484446542
leaf_weight=0.0010705008625606612 0.0016666741791757081 0.0013257820091520404 0.0017678021882839758 0.0010699053378423005 0.0017703627577394321 0.001269984906590433 0.0010099648392023763
leaf_count=361 192 175 327 833 980 151 102
internal_value=0 -0.00212103 0.000408211 -0.00692183 0.0100948 0.000617521 0.00990656
internal_weight=0 0.0092843 0.0082138 0.00467564 0.00353816 0.00360573 0.00233575
internal_count=3121 2929 2568 1261 1307 428 277
is_linear=0
shrinkage=0.1


Tree=3461
num_leaves=11
num_cat=0
split_feature=484 15 15 15 12 43 51 51 13 3
split_gain=0.000126682 9.53616e-05 9.58769e-05 6.72746e-05 0.0001864 9.73015e-05 0.000101511 0.000118288 8.43024e-05 0.000145967
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.11713499999999999 1.0000000180025095e-35 0.086850000000000024 -0.16318499999999997 -0.090529999999999985 0.012085000000000002 -0.093839999999999993 -0.012939999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 -4 -7 8 -8 -10
right_child=1 2 3 4 -6 6 7 -9 9 -11
leaf_value=-0.00066059032879035395 0.00061708954345213521 -0.00056048923753560247 0.00066113737719983702 -0.00076298916008181211 0.00020200141393315643 0.00058224465870154599 0.00011371379849978527 0.00034764602533542496 -0.0010385103331302349 4.8473605145539808e-06
leaf_weight=0.0010676423382079249 0.0010216621660821745 0.0010931002916572145 0.0012068903749003056 0.0012930782228008576 0.0019009804137532908 0.0011381372639412352 0.0012794533394431076 0.0017491150894742027 0.0010514258258437984 0.0010114387733873829
leaf_count=515 232 185 74 342 739 222 71 218 407 116
internal_value=0 4.25512e-05 -7.51727e-06 4.9343e-05 -0.000188664 0.00015157 5.28487e-05 -6.54922e-05 -0.000281697 -0.000526944
internal_weight=0 0.0127453 0.0117236 0.0106305 0.00319406 0.00743646 0.00622957 0.00509143 0.00334232 0.00206286
internal_count=3121 2606 2374 2189 1081 1108 1034 812 594 523
is_linear=0
shrinkage=0.00196078


Tree=3462
num_leaves=8
num_cat=0
split_feature=42 160 52 151 4 4 16
split_gain=2.67147e-05 5.12273e-05 0.000116953 6.93971e-05 7.23305e-05 0.000104793 0.000122348
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.013374999999999998 -0.0083949999999999979 0.076415000000000025 -0.0024449999999999997 0.16703000000000004
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=-0.011318275076923892 0.01179514029083056 -0.01351880654490053 -0.035306318246839892 0.031176063247980418 0.028746073864363814 -0.020365374356498878 -0.012175402437408753
leaf_weight=0.0017691025609770693 0.0010622838503757301 0.0014278677959830713 0.0010464808116674939 0.001712480772862162 0.0016535136445129288 0.0012328970146213017 0.0010502904953449219
leaf_count=862 302 300 526 531 234 148 218
internal_value=0 0.00210146 -0.0115791 0.00617789 0.0111564 0.00387727 0.0146956
internal_weight=0 0.00918581 0.00210876 0.00707705 0.00564918 0.00399567 0.00276277
internal_count=3121 2259 828 1431 1131 897 749
is_linear=0
shrinkage=0.1


Tree=3463
num_leaves=11
num_cat=0
split_feature=48 4 42 124 3 150 48 0 4 16
split_gain=8.70055e-05 0.000124089 0.000154132 9.75773e-05 0.00016585 0.000168056 0.000112207 7.21285e-05 9.30407e-05 3.25809e-05
threshold=0.12737000000000001 0.27834500000000006 0.091735000000000025 -0.0066649999999999991 0.10542000000000001 0.086845000000000019 0.083985000000000018 -0.10224499999999999 -0.084369999999999987 0.22339500000000004
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -5 -9 -6
right_child=-2 -3 -4 4 9 -7 -8 8 -10 -11
leaf_value=-0.00050702809533685188 -0.00055056267486700938 0.00052241033686469148 -0.00065877309537367605 -0.00045381096063120953 0.00085035573157387896 -0.0007474168816216395 0.00061274135475979877 -0.00031007637158785684 0.00040651065793018663 0.00035463769179089159
leaf_weight=0.0010761071732884432 0.0010391129620769867 0.0017621665964912938 0.0013491602139352491 0.0012109167805064943 0.001038532596855879 0.0010617862720984864 0.0012809107461495125 0.0011709676173431963 0.0017196547379177453 0.0010011316916829216
leaf_count=152 96 321 532 166 84 147 229 409 947 38
internal_value=0 3.96201e-05 -3.83654e-05 4.91899e-05 0.000119741 -3.44942e-05 0.000106143 -5.20679e-05 0.000116227 0.000607042
internal_weight=0 0.0126713 0.0109092 0.00956001 0.0084839 0.00644424 0.00538245 0.00410154 0.00289062 0.00203966
internal_count=3121 3025 2704 2172 2020 1898 1751 1522 1356 122
is_linear=0
shrinkage=0.00196078


Tree=3464
num_leaves=11
num_cat=0
split_feature=133 0 14 0 16 15 49 1 4 4
split_gain=0.00011984 0.00012498 8.00226e-05 9.94235e-05 0.00014693 0.000150012 0.000131122 0.000101237 0.000137701 4.06471e-05
threshold=0.10622000000000002 1.0000000180025095e-35 -0.074569999999999984 -0.10607499999999999 -0.010699999999999999 -0.10653 -0.043469999999999995 0.13021500000000003 -0.0029599999999999995 -0.46376499999999993
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -7 8 -5 -3
right_child=-2 9 3 7 -6 6 -8 -9 -10 -11
leaf_value=-0.00056074232876036044 -0.0006623855229608667 0.00017428171986479159 0.0005271107284766757 -6.7652233114115314e-05 0.00085217203640947569 0.0001215673742076711 -0.00076027013505744923 0.00028336225601684417 -0.00090458709280507948 0.00070682586641539257
leaf_weight=0.0010491195464754849 0.0010013825186641475 0.001010448890242599 0.001485051047303761 0.0019674788298264675 0.0010405271566669575 0.0015344549516220374 0.0011225007020285727 0.0011778291954982205 0.0012272672531537287 0.0012119558083758678
leaf_count=121 435 159 156 1286 86 128 108 94 413 135
internal_value=0 4.19102e-05 -4.66962e-05 9.74434e-06 0.000193463 2.7987e-05 -0.000250988 -0.000208006 -0.000389162 0.000464697
internal_weight=0 0.0128266 0.0106042 0.00955511 0.00518253 0.00414201 0.00265696 0.00437258 0.00319475 0.0022224
internal_count=3121 2686 2392 2271 478 392 236 1793 1699 294
is_linear=0
shrinkage=0.00196078


Tree=3465
num_leaves=10
num_cat=0
split_feature=484 4 12 150 12 13 47 0 2
split_gain=0.000118363 6.72808e-05 9.57351e-05 8.55854e-05 0.000116513 0.000109524 0.000125236 0.000127422 0.000125206
threshold=-1.0000000180025095e-35 0.27044500000000005 0.10673000000000001 0.089910000000000018 -0.040564999999999997 -0.076384999999999995 0.085270000000000026 -0.11991499999999998 0.088850000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 8 7 -7 -6
right_child=1 -3 -4 -5 5 6 -8 -9 -10
leaf_value=-0.00064263085835539158 -0.00044236654122017558 0.00038538133543067197 -0.00055133507831009118 -0.00038265520032628218 5.4487433276515789e-05 0.00034870836349570558 0.00049632381588379456 -0.00050543027760606809 0.00096855105588040209
leaf_weight=0.0010581041435065519 0.0011790618872795392 0.0018511945110090021 0.0011600389726723502 0.0015094265746054434 0.0010242519875504565 0.0010545147318104888 0.0015414946866131435 0.0018487705913921518 0.001316916089065431
leaf_count=515 194 346 202 188 389 89 121 863 214
internal_value=0 4.03952e-05 -1.96582e-05 4.54397e-05 0.000126567 0.000225419 4.46308e-05 -0.000195195 0.000568652
internal_weight=0 0.0124857 0.0106345 0.00947444 0.00796501 0.00678595 0.00444478 0.00290329 0.00234117
internal_count=3121 2606 2260 2058 1870 1676 1073 952 603
is_linear=0
shrinkage=0.00196078


Tree=3466
num_leaves=10
num_cat=0
split_feature=484 15 12 0 48 15 42 13 3
split_gain=8.60048e-05 6.815e-05 5.76083e-05 7.70016e-05 0.000105906 8.87323e-05 0.000141213 0.000120657 4.08003e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 0.10673000000000001 -0.20211999999999997 0.088965000000000002 -0.016799999999999995 0.086325000000000013 -0.0034749999999999994 -0.0080949999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 8 7 -7 -5
right_child=1 2 -4 4 -6 6 -8 -9 -10
leaf_value=-0.00054676865167127542 0.00052328965244602887 -0.00031017224324695182 -0.0004184606606240225 -6.4122338012637825e-05 0.0005249675554136196 0.0007399807492555067 -0.00043394932518813016 -4.8872870363311591e-06 -0.00061379243659576675
leaf_weight=0.0010531395563907588 0.0010165455849141759 0.0019614591349372849 0.0011714803569725348 0.0010621746509617194 0.0019277184617379961 0.0016441391890862835 0.0011552389322998431 0.0017011877930684209 0.0010155932380455455
leaf_count=515 232 105 213 452 279 457 448 342 78
internal_value=0 3.64155e-05 -6.10788e-06 4.00409e-05 0.000120799 2.36069e-06 0.000157092 0.000361196 -0.000332796
internal_weight=0 0.0126555 0.011639 0.0104675 0.00850605 0.00657833 0.00450057 0.00334533 0.00207777
internal_count=3121 2606 2374 2161 2056 1777 1247 799 530
is_linear=0
shrinkage=0.00196078


Tree=3467
num_leaves=11
num_cat=0
split_feature=484 12 12 2 3 15 3 15 2 51
split_gain=0.000133129 0.000106695 6.53753e-05 7.35977e-05 0.000186134 0.000173971 0.000105541 8.18761e-05 0.000110561 8.8395e-05
threshold=-1.0000000180025095e-35 0.11650500000000001 0.10097500000000002 0.086590000000000014 -0.078934999999999991 -0.040439999999999997 -0.116045 -0.074054999999999996 0.10559 0.045645000000000005
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -5 9 -9 -8
right_child=1 -3 -4 6 5 -7 7 8 -10 -11
leaf_value=-0.00067008922091967417 -0.00081999445472990509 -0.00056701365913902407 0.00053116158430188481 0.00063400519080919688 -0.00042002326282371418 0.0006358956500538181 -1.5092054637956405e-05 0.00015750724792829298 -0.00062285362576930306 0.00074200890611969138
leaf_weight=0.0010875982334895068 0.0011716472472315786 0.0010067440538481616 0.0012031431449897679 0.0014671256711783634 0.0011452598835652592 0.0012597673981888128 0.0014110607592133664 0.0015790121719008246 0.0012510815029265973 0.0010225524184627299
leaf_count=515 642 120 240 164 179 148 363 496 142 112
internal_value=0 4.51056e-05 9.86427e-05 4.8157e-05 -0.000179133 0.000133073 0.000168936 3.93093e-05 -0.000187462 0.000303026
internal_weight=0 0.0125174 0.0115107 0.0103075 0.00357667 0.00240503 0.00673083 0.00526371 0.00283009 0.00243361
internal_count=3121 2606 2486 2246 969 327 1277 1113 638 475
is_linear=0
shrinkage=0.00196078


Tree=3468
num_leaves=11
num_cat=0
split_feature=484 15 15 49 4 15 42 15 3 3
split_gain=0.000114961 9.43988e-05 6.25565e-05 7.41982e-05 6.46447e-05 9.01321e-05 0.000239858 0.000125092 0.000212163 0.000138629
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.11713499999999999 0.0093850000000000027 -0.49013999999999996 1.0000000180025095e-35 0.083995000000000014 -0.016799999999999995 -0.0087149999999999988 0.086245000000000016
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 7 -7 9 -9 -6
right_child=1 2 3 -5 5 6 -8 8 -10 -11
leaf_value=-0.00061072294899621924 0.00061587059236940724 -0.00045574103709902618 -0.00047052475836817359 0.00055064668334756648 0.00034136955941997861 -0.00075220767287715359 0.00037384221386055317 -7.9468199436425876e-05 0.001150422852947054 -0.00043881462855986734
leaf_weight=0.0011020681415951075 0.0010387558637231795 0.00105750033541904 0.0010393582374119701 0.0010072920296599628 0.0018044267302749512 0.0015750121908063924 0.0013512053050334812 0.0010330443486845156 0.0011281668585607632 0.0017011202506163337
leaf_count=515 232 185 132 340 371 561 486 165 47 87
internal_value=0 4.93949e-05 -9.10657e-07 4.42961e-05 -8.65499e-06 4.72102e-05 -0.000232245 0.000191516 0.000562543 -3.72267e-05
internal_weight=0 0.0127359 0.0116971 0.0106396 0.00963233 0.00859298 0.00292622 0.00566676 0.00216121 0.00350555
internal_count=3121 2606 2374 2189 1849 1717 1047 670 212 458
is_linear=0
shrinkage=0.00196078


Tree=3469
num_leaves=12
num_cat=0
split_feature=484 15 15 160 133 12 1 1 15 2 0
split_gain=0.000105531 7.90427e-05 8.40443e-05 6.84615e-05 9.83248e-05 7.65364e-05 0.000169839 7.72824e-05 0.000104248 5.06702e-05 6.64103e-06
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.11713499999999999 0.092865000000000017 0.099660000000000012 0.098810000000000023 0.089175000000000018 0.10089500000000001 -0.016799999999999995 0.088850000000000012 0.010870000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 9 -8 -9 -4 -11
right_child=1 2 3 -5 -6 -7 7 8 -10 10 -12
leaf_value=-0.00060309174238112125 0.00056111310594869146 -0.00052534033802882618 0.00028351640885399649 -0.00040591465739052451 -0.00044085384394752705 -0.00029465423132820934 -0.00050997312002093247 -0.00021318702183860524 0.00058735712960828856 0.00085913660832394561 0.00063688911659913537
leaf_weight=0.0010647276938537962 0.0010268358876968199 0.0010878595928933378 0.0015992149464995652 0.0011467508419588301 0.0011337851294792043 0.001154274064689694 0.001023783068826575 0.0014695744698801933 0.0010887129483300173 0.0010366067643142185 0.0010310780891082949
leaf_count=515 232 185 620 130 352 218 222 186 126 285 50
internal_value=0 3.93786e-05 -6.13208e-06 4.67355e-05 0.000101163 0.000174293 0.000248965 -5.46982e-05 0.000127495 0.000545603 0.00074831
internal_weight=0 0.0127985 0.0117716 0.0106838 0.00953703 0.00840324 0.00724897 0.00358207 0.00255829 0.0036669 0.00206768
internal_count=3121 2606 2374 2189 2059 1707 1489 534 312 955 335
is_linear=0
shrinkage=0.00196078


Tree=3470
num_leaves=11
num_cat=0
split_feature=484 133 133 15 3 151 42 4 16 12
split_gain=0.00015073 0.00011741 0.000118929 0.000183667 0.000150092 0.000128925 0.000213603 0.000166827 0.000125975 9.62511e-05
threshold=-1.0000000180025095e-35 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 -0.13309499999999996 -0.044604999999999992 0.081660000000000024 0.0061450000000000003 -0.073404999999999984 0.088305000000000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 -7 -9 -5
right_child=1 -3 -4 9 5 6 -8 8 -10 -11
leaf_value=-0.00070873844504596275 0.00075015944437802019 -0.00059442959091056695 0.00066122021810198018 -0.00088646233977953651 -0.00052161467242754008 -9.9085105180729609e-05 -0.00059456221318113104 0.001161194293763989 0.00031031107804409106 -7.7513001721490248e-05
leaf_weight=0.001090653655599262 0.0014235479336692693 0.0010013996177802307 0.0013131670637931648 0.0010696891026599215 0.001240466675515711 0.0017992708254449684 0.0011101722548339157 0.0011570238071788516 0.0015858832581698676 0.0011997097675128141
leaf_count=515 181 370 415 388 185 234 209 147 101 376
internal_value=0 5.03817e-05 0.000104648 3.56053e-05 0.000170524 5.08143e-05 0.00017644 0.000364883 0.000669234 -0.000458814
internal_weight=0 0.0129003 0.0118989 0.0105858 0.00831636 0.00689282 0.00565235 0.00454218 0.00274291 0.0022694
internal_count=3121 2606 2236 1821 1057 876 691 482 248 764
is_linear=0
shrinkage=0.00196078


Tree=3471
num_leaves=9
num_cat=0
split_feature=15 484 160 52 133 13 4 1
split_gain=2.91602e-05 3.1832e-05 5.07555e-05 8.1878e-05 6.37469e-05 6.55801e-05 6.86233e-05 0.000116279
threshold=0.091650000000000023 0.084040000000000017 -1.0000000180025095e-35 0.10744000000000002 0.085895000000000013 -0.094514999999999988 0.0061450000000000003 0.10727500000000002
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=-0.018809817742140716 -0.01543134097988897 0.016644365771173088 0.022515490670615979 0.02908249038364696 -0.02365986854907097 -0.02056749376104737 0.032269097727497385 -0.010045603143026757
leaf_weight=0.0012942943867355833 0.001118541186774377 0.0012325390662297287 0.0013019738185265032 0.0010129391409195547 0.0010809038520521192 0.0014734876331724085 0.0010533938319061637 0.0016933438526045075
leaf_count=520 497 336 191 92 439 751 169 126
internal_value=0 0.00158182 -0.000501738 0.0026096 -0.00145144 0.00289559 -0.00315731 0.00618239
internal_weight=0 0.0101429 0.00891034 0.00761604 0.0066031 0.0055222 0.00422023 0.00274674
internal_count=3121 2624 2288 1768 1676 1237 1046 295
is_linear=0
shrinkage=0.1


Tree=3472
num_leaves=9
num_cat=0
split_feature=14 15 16 2 48 2 4 15
split_gain=2.73834e-05 4.96248e-05 4.96636e-05 9.31019e-05 8.75797e-05 7.88277e-05 0.000104629 9.21886e-05
threshold=-1.0000000180025095e-35 -0.10653 -0.094359999999999986 0.092875000000000013 0.091545000000000015 0.10644500000000001 -0.10429499999999998 -0.016799999999999995
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=-0.015102003345248877 0.018392477505045225 0.004387986987594566 -0.035257288112485671 -0.035941279474209532 0.027471556387070169 0.021207602877321874 -0.019784328577561662 0.016210306524902695
leaf_weight=0.0010970782198315232 0.0014886716973588699 0.0012603718161524145 0.0011014988849650954 0.001048722837143308 0.0012041814874660245 0.0011003510483402739 0.0012367400864825269 0.0016755546154359905
leaf_count=161 388 241 187 182 166 284 437 1075
internal_value=0 0.00153145 -0.00137794 -0.0139284 0.00320874 -0.00250421 -0.00900462 0.000924763
internal_weight=0 0.0101161 0.00862742 0.00230909 0.00631833 0.00511414 0.00401379 0.00291229
internal_count=3121 2960 2572 423 2149 1983 1699 1512
is_linear=0
shrinkage=0.1


Tree=3473
num_leaves=9
num_cat=0
split_feature=0 3 2 1 47 48 4 1
split_gain=2.98007e-05 6.02369e-05 6.44997e-05 5.8666e-05 6.8411e-05 5.75094e-05 0.000111747 7.94317e-05
threshold=-0.060129999999999996 0.076840000000000006 0.090675000000000019 0.077565000000000009 0.092530000000000015 0.086035000000000014 -0.0082299999999999995 0.10723500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 6 -5 -8
right_child=1 -3 -4 4 -6 -7 7 -9
leaf_value=-0.025002064570261235 0.033481134555616736 -0.0108029923998577 0.0012241201458258733 -0.011343369646834462 -0.018946870160039334 -0.011483557093028993 0.043374377366316913 0.0053108583948301875
leaf_weight=0.0011059159227675983 0.0011542874483880102 0.0012412158143898927 0.0013389136795110695 0.001246892324181478 0.0014682527217253381 0.0013906213982578033 0.0012075295369282646 0.0010041586569349966
leaf_count=1457 150 125 298 420 211 151 131 178
internal_value=0 0.00719711 0.0161583 -0.00375482 -3.53383e-05 0.00569074 0.0125962 0.0260926
internal_weight=0 0.00373442 0.0024932 0.00742337 0.00631745 0.0048492 0.00345858 0.00221169
internal_count=3121 573 448 2548 1091 880 729 309
is_linear=0
shrinkage=0.1


Tree=3474
num_leaves=8
num_cat=0
split_feature=0 1 13 4 3 52 3
split_gain=2.76819e-05 5.52651e-05 3.49592e-05 5.42417e-05 7.8003e-05 5.67954e-05 4.83636e-05
threshold=0.041630000000000007 0.077565000000000009 -0.094514999999999988 0.0061450000000000003 0.11296500000000002 -0.0064899999999999992 0.0068900000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 5 6 -4 -5
right_child=-2 2 3 4 -6 -7 -8
leaf_value=-0.019737045150906865 0.010761060335481125 0.015278577230314005 -0.029288440831482507 0.004212901588534837 -0.015024867985450125 0.0025728982801437282 0.032029622638304299
leaf_weight=0.0015277984005273243 0.0019444507628709673 0.0014161173720639991 0.0012081381873286097 0.0016477373394095914 0.0013140780982050515 0.0010420433386786735 0.0010070405154307942
leaf_count=1554 252 248 302 270 71 354 70
internal_value=0 -0.00237569 0.00109832 -0.00213062 0.00490142 -0.0145337 0.0147647
internal_weight=0 0.00916295 0.00763515 0.00621904 0.00396886 0.00225018 0.00265478
internal_count=3121 2869 1315 1067 411 656 340
is_linear=0
shrinkage=0.1


Tree=3475
num_leaves=10
num_cat=0
split_feature=484 1 52 0 0 13 49 1 1
split_gain=8.42066e-05 6.80747e-05 9.19351e-05 0.000123723 0.00022991 0.000168547 9.88934e-05 0.000108195 4.91552e-05
threshold=-1.0000000180025095e-35 0.13559000000000002 0.11434500000000002 -0.084269999999999984 -0.10607499999999999 -0.076384999999999995 -0.043469999999999995 0.11103500000000001 0.090405000000000013
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -5 -2 -8 -7
right_child=1 -3 -4 5 -6 8 7 -9 -10
leaf_value=-0.00053000957872144133 0.00041928330701502029 0.00051636983378887933 -0.00048558041690575736 0.00079233264527092684 -0.00090389642630489498 -0.00021029941161631739 0.00018338223526497254 -0.00058776915233258115 0.00033611515649083684
leaf_weight=0.0010751082164973278 0.0018642741961944487 0.0010634582168729924 0.0013369099966636456 0.0017050109496599387 0.0011668430075448752 0.0016239745217389058 0.0015598674412019807 0.0012682075808473775 0.0010372646262238696
leaf_count=515 135 176 377 250 568 531 188 60 321
internal_value=0 4.16297e-05 -2.03501e-06 6.11854e-05 -0.000125001 0.000311035 6.86858e-05 -0.000162429 2.67525e-06
internal_weight=0 0.0126258 0.0115624 0.0102254 0.00585919 0.00436625 0.00469235 0.00282808 0.00266124
internal_count=3121 2606 2430 2053 951 1102 383 248 852
is_linear=0
shrinkage=0.00196078


Tree=3476
num_leaves=11
num_cat=0
split_feature=484 1 12 48 42 157 3 15 52 1
split_gain=0.000118182 6.84982e-05 7.68685e-05 7.49122e-05 7.30077e-05 9.19451e-05 0.000108008 0.000106523 0.00011632 0.000116409
threshold=-1.0000000180025095e-35 0.13559000000000002 0.10866500000000003 0.11376500000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.12018999999999998 0.090455000000000021 -0.081429999999999989 0.094385000000000011
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=-0.00063686723041509949 -0.00034051100275407517 0.00052723231360861898 -0.00047111618767750558 -0.00043458202587520891 -0.00034971885963837091 0.00077923507283489152 0.00053345008529684824 0.0007183453036234338 -0.00052400641844312589 0.00023026207968252331
leaf_weight=0.0010691776684977469 0.0011818513120508732 0.0010283867844034589 0.001197038022611052 0.0010742372284186204 0.0010743975230630629 0.0012847145991170799 0.0012015243720920757 0.0010167116888320357 0.0017390912172472184 0.0014364415070294021
leaf_count=515 683 176 174 82 319 135 196 270 395 176
internal_value=0 4.29201e-05 -1.52575e-06 5.46356e-05 0.000113455 0.000182658 0.000268304 0.000146607 1.3803e-05 -0.000182816
internal_weight=0 0.0122344 0.011206 0.010009 0.00893473 0.00775288 0.00667848 0.00539377 0.00437706 0.00317553
internal_count=3121 2606 2430 2256 2174 1491 1172 1037 767 571
is_linear=0
shrinkage=0.00196078


Tree=3477
num_leaves=9
num_cat=0
split_feature=3 50 52 0 4 457 0 4
split_gain=2.65192e-05 5.81528e-05 4.89901e-05 6.86928e-05 0.000102201 9.71302e-05 4.55725e-05 6.37534e-05
threshold=0.13524500000000003 0.088425000000000017 -0.24456499999999998 -0.077999999999999986 -0.27825499999999997 0.080930000000000016 -0.10607499999999999 0.25615500000000008
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 7 -4
right_child=-2 -3 3 4 -6 -7 -8 -9
leaf_value=-0.019671554134657668 0.011449131338844735 -0.024866564636225493 0.010078659997026403 -0.008194420257821966 0.032227647518437687 0.021024349888074431 -0.029269110515031494 -0.021804648187020298
leaf_weight=0.0010483205557866521 0.0016922159497229231 0.0010064013825459876 0.0013617941469630402 0.0010272741264788585 0.0015992097305679203 0.0011917350384081787 0.0010652836511072994 0.0011625613425863277
leaf_count=321 192 525 181 101 509 168 998 126
internal_value=0 -0.00214272 0.000561734 0.00342504 0.0164177 -0.00371204 -0.0119243 -0.00460481
internal_weight=0 0.00946258 0.00845618 0.00740786 0.00262648 0.00478137 0.00358964 0.00252436
internal_count=3121 2929 2404 2083 610 1473 1305 307
is_linear=0
shrinkage=0.1


Tree=3478
num_leaves=8
num_cat=0
split_feature=4 42 49 457 0 52 16
split_gain=2.36936e-05 5.7326e-05 7.11099e-05 7.18547e-05 5.43823e-05 5.69354e-05 4.88533e-05
threshold=0.27287000000000006 0.091735000000000025 -0.00064499999999999985 0.088350000000000026 -0.083914999999999976 0.091275000000000009 -0.088394999999999987
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=-0.025098294311041776 0.010717199833062095 -0.023215451756694386 0.0031659215211314708 0.0083331795773875905 -0.012927691576519821 0.013916164002543972 0.032255961705248887
leaf_weight=0.0016898053557852268 0.0017199538089728425 0.0011261314122835491 0.0010615368889278921 0.0010377051681315641 0.001792803318530417 0.0014127358603922152 0.0012655733407952914
leaf_count=415 352 562 373 94 658 226 441
internal_value=0 -0.00204995 0.000835605 -0.012379 0.0073502 -0.00109715 0.0189862
internal_weight=0 0.00938629 0.00826016 0.00272751 0.00553265 0.00320554 0.00232711
internal_count=3121 2769 2207 509 1698 884 814
is_linear=0
shrinkage=0.1


Tree=3479
num_leaves=10
num_cat=0
split_feature=48 4 42 40 47 3 160 13 0
split_gain=0.000100369 0.000147117 8.66757e-05 7.11903e-05 0.00011107 0.000108216 9.90268e-05 0.00010396 0.00013979
threshold=0.12879500000000002 0.27834500000000006 0.091735000000000025 -1.0000000180025095e-35 0.092165000000000011 0.10732000000000001 0.086325000000000013 -0.033284999999999988 -0.077809999999999976
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=-0.0003722196629805489 -0.00058868929829928673 0.0005633930203714358 -0.00050502388652709691 -0.00038435921781135535 0.00064579857080941715 0.00047096617160846752 -0.00066438773890358882 -0.00016638602269311361 0.00070882956203441631
leaf_weight=0.0014537078149880469 0.0010247963200521329 0.0018327078726478188 0.0013344645028916377 0.001666004924632535 0.0012151532007015553 0.0015009472939659374 0.0010509194164250828 0.0015371863713301152 0.0012907842997204393
leaf_count=189 90 322 534 704 171 93 202 539 277
internal_value=0 4.8887e-05 -3.64532e-05 2.79122e-05 9.83244e-05 3.90483e-06 -0.000122524 4.19125e-06 0.000233093
internal_weight=0 0.0128819 0.0110492 0.0097147 0.008261 0.00704584 0.0055449 0.00449398 0.00282797
internal_count=3121 3031 2709 2175 1986 1815 1722 1520 816
is_linear=0
shrinkage=0.00196078


Tree=3480
num_leaves=11
num_cat=0
split_feature=484 43 43 1 15 3 160 151 2 133
split_gain=0.000113166 7.46866e-05 9.45989e-05 7.89097e-05 8.0811e-05 0.000171858 0.000147878 0.000131091 0.000195939 7.69633e-05
threshold=-1.0000000180025095e-35 0.16180500000000003 0.070450000000000013 0.077565000000000009 1.0000000180025095e-35 -0.10519499999999998 -0.080409999999999995 -0.0083949999999999979 0.090675000000000019 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 9 5 -5 -7 -8 -9 -2
right_child=1 -3 -4 4 -6 6 7 8 -10 -11
leaf_value=-0.00063516165669406021 2.9282599139327549e-05 -0.00046705180570375351 0.00063567171613392818 0.00085391931496181625 -0.00027092741870752781 -0.00060423944390982753 -0.00034157080744139074 5.6931789951772324e-06 0.0010167596865448241 -0.00069707568388125828
leaf_weight=0.0010408174589633173 0.0012450942028733665 0.0010342061282596392 0.0010792118658422062 0.0012934001997222172 0.0016565498282864154 0.0010447083754247608 0.0011529243540633772 0.0017322387795943933 0.0012825252863568049 0.0010205371484000134
leaf_count=515 552 201 111 167 340 139 168 187 167 574
internal_value=0 3.76786e-05 8.30411e-05 2.58483e-05 0.000115711 0.00021416 5.54107e-05 0.000220764 0.000435816 -0.0002979
internal_weight=0 0.0125414 0.0115072 0.010428 0.00816235 0.0065058 0.0052124 0.00416769 0.00301476 0.00226563
internal_count=3121 2606 2405 2294 1168 828 661 522 354 1126
is_linear=0
shrinkage=0.00196078


Tree=3481
num_leaves=10
num_cat=0
split_feature=484 15 15 156 457 48 2 13 12
split_gain=0.000168167 9.05482e-05 8.12477e-05 7.14007e-05 7.10303e-05 8.29175e-05 8.62086e-05 8.78779e-05 0.00010289
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.11713499999999999 0.08426500000000002 0.10378500000000002 0.093265000000000015 0.10327000000000001 -0.084034999999999985 0.051320000000000005
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=-0.000753592445403772 0.00060878051812604409 -0.00050054187775111069 0.00057102988126295922 -0.00039867674440919644 -0.00036830710284199822 0.00065651185105529745 -0.0002726287749018673 0.00035407444170888644 -0.00029698117293443032
leaf_weight=0.001076041873425723 0.001037208109130148 0.001109534534169271 0.0018130007751477905 0.0011795304190592463 0.0010522791669674838 0.0011701307417474813 0.0018434477989774326 0.0019663313502733641 0.0017763075163066059
leaf_count=515 232 185 348 331 46 143 293 147 881
internal_value=0 5.31252e-05 4.73709e-06 5.66418e-05 0.000112461 0.000171498 9.47953e-05 0.000216712 4.50746e-05
internal_weight=0 0.0129478 0.0119106 0.010801 0.0096215 0.00856922 0.00739909 0.00555564 0.00374264
internal_count=3121 2606 2374 2189 1858 1812 1669 1376 1028
is_linear=0
shrinkage=0.00196078


Tree=3482
num_leaves=11
num_cat=0
split_feature=484 15 15 160 133 48 52 15 12 1
split_gain=0.000114475 8.63924e-05 8.84302e-05 8.83038e-05 0.00010784 7.71631e-05 8.63518e-05 9.24168e-05 7.32495e-05 0.000121763
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.11713499999999999 0.092865000000000017 0.099660000000000012 0.092805000000000012 -0.087769999999999987 -0.03241999999999999 0.088365000000000013 0.080270000000000022
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4 -8 9 -9
right_child=1 2 3 -5 -6 -7 7 8 -10 -11
leaf_value=-0.00062346505151143804 0.00059329511301935286 -0.00054173086993647662 -0.00025517564207670046 -0.0004667237766266013 -0.00046442478745956756 0.0006968508452305566 0.00060467697771654646 0.00079407873131818812 -0.00027308518192704342 -0.0001130259253737039
leaf_weight=0.0010681106244023715 0.0010160721375871732 0.0010639757578471539 0.0017965982678687402 0.0011313852950716715 0.0011006433670517181 0.0010092780328966929 0.0018013304751632042 0.0010121306619983454 0.0014923497912199286 0.001299258156340737
leaf_count=515 232 185 353 130 352 139 283 375 399 158
internal_value=0 4.48514e-05 -2.74921e-06 5.11327e-05 0.000112731 0.000188256 0.000118905 0.00023881 6.55468e-05 0.000284185
internal_weight=0 0.012723 0.0117069 0.010643 0.00951159 0.00841095 0.00740167 0.00560507 0.00380374 0.00231139
internal_count=3121 2606 2374 2189 2059 1707 1568 1215 932 533
is_linear=0
shrinkage=0.00196078


Tree=3483
num_leaves=9
num_cat=0
split_feature=14 15 52 13 2 4 16 3
split_gain=2.72982e-05 4.89487e-05 5.57504e-05 9.88694e-05 5.01147e-05 4.73656e-05 6.92236e-05 5.73493e-05
threshold=-1.0000000180025095e-35 -0.10653 0.11434500000000002 -0.084034999999999985 0.10005000000000001 -0.0029599999999999995 0.033715000000000009 0.090900000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -5 -7
right_child=1 2 -4 5 -6 7 -8 -9
leaf_value=-0.014975395546355318 0.018265292733966664 0.0056984638218531003 -0.023418187175606439 0.01817186851423765 0.035416295473636894 -0.029637357762139466 -0.014507389083048506 -0.0005566932039155145
leaf_weight=0.0011101001435800178 0.0014926251521542406 0.0012753740087349365 0.0010104831668419825 0.0014620951155168494 0.0010223147535523003 0.0013618152831739892 0.001164442655088043 0.0013507887008706865
leaf_count=161 388 499 377 851 108 332 343 62
internal_value=0 0.00154214 -0.00134447 0.00157627 0.0189209 -0.00588795 0.00368393 -0.0151561
internal_weight=0 0.0101399 0.00864731 0.00763683 0.00229769 0.00533914 0.00262654 0.0027126
internal_count=3121 2960 2572 2195 607 1588 1194 394
is_linear=0
shrinkage=0.1


Tree=3484
num_leaves=11
num_cat=0
split_feature=12 484 12 160 15 15 51 15 0 4
split_gain=0.000124987 0.000120121 8.13076e-05 9.91296e-05 0.000118205 0.000227124 0.000169169 0.000132702 0.000285673 0.000117388
threshold=0.11650500000000001 -1.0000000180025095e-35 0.10097500000000002 0.092865000000000017 0.090455000000000021 1.0000000180025095e-35 0.012085000000000002 -0.016799999999999995 -0.014954999999999998 0.2623950000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 9 -9 -3
right_child=-2 2 -4 -5 -6 -7 -8 8 -10 -11
leaf_value=-0.00057864611832795533 -0.00066876470266651186 -0.00055143680958223858 0.00056687939781182347 -0.00050538881119283671 0.00066386878400145357 -0.00078251997091969227 0.00074139566007706045 0.0011230333547199182 -0.00026371625029207899 0.00017034704841216566
leaf_weight=0.0010807120670549225 0.0010067048213771379 0.0019835329245454308 0.0013001530950787115 0.0011165385492393253 0.0012917736236530376 0.0011511382001418487 0.0015007564934786093 0.0010506452008578427 0.0012513677115788381 0.0015380381232577675
leaf_count=488 147 462 240 159 337 565 212 141 109 261
internal_value=0 4.7867e-05 0.000103438 4.80769e-05 0.000111346 2.71343e-05 0.000154385 3.1099e-06 0.0003692 -0.000236199
internal_weight=0 0.0132647 0.0121839 0.0108838 0.00976725 0.00847548 0.00732434 0.00582358 0.00230201 0.00352157
internal_count=3121 2974 2486 2246 2087 1750 1185 973 250 723
is_linear=0
shrinkage=0.00196078


Tree=3485
num_leaves=9
num_cat=0
split_feature=52 160 12 15 52 0 1 2
split_gain=2.58248e-05 8.06759e-05 8.94194e-05 6.32261e-05 0.000102925 6.48429e-05 8.00341e-05 5.99783e-05
threshold=-0.081429999999999989 0.050340000000000003 0.10193000000000001 0.088345000000000021 0.096795000000000006 -0.17169499999999996 0.094825000000000007 0.092120000000000021
decision_type=2 2 2 2 2 2 2 2
left_child=7 2 3 4 5 -2 -7 -1
right_child=1 -3 -4 -5 -6 6 -8 -9
leaf_value=-0.0044944019171124974 0.012184230105272231 -0.027550647667758422 -0.023430041122052325 0.028208138302678123 0.02379943530830109 -0.035403501055783826 0.00079554051602974451 0.025024454138400317
leaf_weight=0.0015966065725329655 0.0011131710977123894 0.0011425500874622336 0.0012413188610572827 0.0010604935298385637 0.0014485518884799257 0.0011970073737990821 0.0012471192313383221 0.0012099690305355112
leaf_count=386 101 216 278 469 273 766 247 385
internal_value=0 -0.00283968 0.00102387 0.00602773 0.00132879 -0.00782138 -0.0169329 0.00823175
internal_weight=0 0.00845021 0.00730766 0.00606634 0.00500585 0.0035573 0.00244413 0.00280658
internal_count=3121 2350 2134 1856 1387 1114 1013 771
is_linear=0
shrinkage=0.1


Tree=3486
num_leaves=8
num_cat=0
split_feature=49 42 15 16 4 1 2
split_gain=2.37319e-05 6.74279e-05 5.73867e-05 0.000107574 6.55523e-05 7.24182e-05 5.67596e-05
threshold=-0.043469999999999995 0.091545000000000015 -0.037864999999999989 -0.072359999999999994 -0.059649999999999988 0.080585000000000004 0.098035000000000011
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=-0.0034957388983853158 0.0070332426531868539 -0.0253909164802434 0.011364772477747552 -0.030935418307079215 0.025716180858218342 -0.021550347584060898 0.026192162171158051
leaf_weight=0.0016515444047266415 0.0016882839258600766 0.0011321807826726411 0.0018654280442634841 0.0013372642292916632 0.0014309221831877777 0.0010416989996998392 0.0010556077698309768
leaf_count=250 397 614 600 440 312 333 175
internal_value=0 -0.00267107 0.000822197 -0.00974855 0.00819471 -0.000429569 0.00808055
internal_weight=0 0.00849578 0.0073636 0.00302555 0.00433805 0.00290713 0.00270715
internal_count=3121 2696 2082 837 1245 933 425
is_linear=0
shrinkage=0.1


Tree=3487
num_leaves=10
num_cat=0
split_feature=484 4 39 12 150 156 52 3 0
split_gain=8.23829e-05 7.89591e-05 8.47762e-05 7.8033e-05 8.13633e-05 0.000127519 0.000157207 8.42013e-05 9.1834e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 0.097050000000000011 0.10673000000000001 0.089910000000000018 0.08426500000000002 -0.081429999999999989 -0.08824499999999999 -0.10096999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -8 -9
right_child=1 -3 -4 -5 -6 -7 7 8 -10
leaf_value=-0.00069180453131073073 0.00070379110623138084 0.00024273029893257561 -0.000723839653109937 -0.00062338634012668156 -0.00049224946954823888 -0.00062037698226520663 -0.00045983177864040233 0.00052325479842100597 -0.00015158215053302882
leaf_weight=0.0010792242484498537 0.0013937369425026311 0.0018841158973003256 0.001042473639539577 0.0011111265225966548 0.0014557926496956627 0.0010279191473412863 0.001348633187982725 0.001310628911763468 0.0018980965534619214
leaf_count=515 326 346 75 188 182 225 324 116 824
internal_value=0 -0.000127111 -0.000192921 -0.000134941 -7.05979e-05 1.73568e-05 0.000127511 -4.87276e-05 0.00012406
internal_weight=0 0.0124725 0.0105884 0.00954593 0.00843481 0.00697901 0.0059511 0.00455736 0.00320873
internal_count=3121 2606 2260 2185 1997 1815 1590 1264 940
is_linear=0
shrinkage=0.00196078


Tree=3488
num_leaves=11
num_cat=0
split_feature=484 133 133 15 3 12 0 1 48 16
split_gain=0.000177518 0.000113786 0.000138801 0.000145165 0.00012559 0.000120344 8.47941e-05 0.000198665 0.00019526 3.94256e-05
threshold=-0.0068949999999999992 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 -0.13309499999999996 0.088305000000000008 -0.13027499999999997 0.095285000000000022 0.086260000000000017 -0.056919999999999991
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5 8 -8 -6 -9
right_child=1 -3 -4 5 6 -7 7 9 -10 -11
leaf_value=-0.0008137460502533507 0.00064821979729504662 -0.00059110095003066308 0.00068771910118936336 -0.00089426405934198215 0.00070965148656358819 6.7525524648412645e-06 -0.00075665933796907939 0.0004614173720322134 -0.00023031937866830633 -5.4605467329910531e-05
leaf_weight=0.0010038898540706822 0.001520064642287447 0.0010103038574739145 0.0013455237615215354 0.0010804847040419663 0.0017411770863550837 0.0012061289868747159 0.0014116845781425775 0.0010356728670299444 0.001659426571545719 0.0012639807375680809
leaf_count=503 183 371 418 388 132 377 395 119 97 138
internal_value=0 4.13965e-05 9.35009e-05 2.02741e-05 0.000136638 -0.000419001 2.72955e-05 -0.000177647 0.000250965 0.000177791
internal_weight=0 0.0132744 0.0122641 0.0109186 0.00863201 0.00228661 0.00711194 0.00371134 0.0034006 0.00229965
internal_count=3121 2618 2247 1829 1064 765 881 652 229 257
is_linear=0
shrinkage=0.00196078


Tree=3489
num_leaves=10
num_cat=0
split_feature=484 4 150 124 42 43 2 47 42
split_gain=0.000109624 0.000101327 0.000111225 9.05371e-05 0.00010994 9.26735e-05 0.000122536 6.43778e-05 9.76055e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 0.089910000000000018 -0.013479999999999999 0.091735000000000025 0.070450000000000013 0.092755000000000018 0.092165000000000011 0.085465000000000013
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 8 -5
right_child=1 -3 -4 4 -6 -7 -8 -9 -10
leaf_value=-0.00060857629519823337 -0.0004847274352573381 0.00045666663323825696 -0.00052119956394220909 -0.00011888116817654076 -0.00045383888588284828 0.00066903374821245388 -0.00035632226422203722 0.00071326068158077745 0.00063462125087581191
leaf_weight=0.0010882214957976715 0.0010805614782636612 0.0019050245210940541 0.0015426739402856189 0.0019339465520752739 0.0011073188781623236 0.0013665191714390948 0.0016124774792533273 0.0010063465373209789 0.0010041067243785294
leaf_count=515 149 346 197 603 414 179 377 88 253
internal_value=0 4.01616e-05 -3.43133e-05 4.81237e-05 0.000119821 0.000211571 9.90742e-05 0.000285241 0.000138635
internal_weight=0 0.012559 0.010654 0.00911128 0.00803072 0.0069234 0.00555688 0.0039444 0.00293805
internal_count=3121 2606 2260 2063 1914 1500 1321 944 856
is_linear=0
shrinkage=0.00196078


Tree=3490
num_leaves=11
num_cat=0
split_feature=484 41 3 2 0 1 0 133 49 12
split_gain=0.000137566 0.000119091 0.000156502 0.000128759 0.000107721 8.60166e-05 0.000169414 0.000140215 0.000114153 7.68474e-05
threshold=-0.0068949999999999992 0.078065000000000009 -0.12018999999999998 0.084055000000000005 -0.10607499999999999 0.086105000000000015 -0.15202999999999997 0.089755000000000015 -0.043469999999999995 0.088365000000000013
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 7 8 -5 -7 -6
right_child=1 -3 3 5 9 6 -8 -9 -10 -11
leaf_value=-0.00070256599155853823 0.00064849914940317969 -0.00060419524897949541 0.00083692513963535664 -0.0008204505396272999 0.00035678719458462972 0.00018950131472136113 0.00061000800714572888 5.3145223027797145e-05 -0.00063449297262033286 -0.00030403050300475813
leaf_weight=0.001017756405779076 0.0017111273341411841 0.0010036273425489553 0.0010326103528513209 0.0015173243869817544 0.0017229904104768064 0.0011986685054994339 0.0013089216343139254 0.0013216460716621607 0.0014029606084718666 0.0011140649158686501
leaf_count=503 204 138 49 809 305 57 285 360 84 327
internal_value=0 4.53211e-05 9.81886e-05 9.51406e-06 0.000294663 -0.000153969 3.46328e-05 -0.000413759 -0.000254848 9.7295e-05
internal_weight=0 0.0133339 0.0123303 0.0106192 0.00386967 0.00674952 0.00391055 0.00283897 0.00260163 0.00283706
internal_count=3121 2618 2480 2276 681 1595 426 1169 141 632
is_linear=0
shrinkage=0.00196078


Tree=3491
num_leaves=12
num_cat=0
split_feature=484 133 133 15 12 16 16 51 4 2 16
split_gain=0.000129722 0.000113795 0.000173798 0.000146488 0.000144685 0.000123897 0.000145748 0.000119014 0.00010964 5.6747e-05 8.85995e-06
threshold=-1.0000000180025095e-35 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 0.088305000000000008 -0.008904999999999998 -0.071854999999999988 0.082455000000000014 0.27044500000000005 0.085730000000000015 0.22339500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 7 8 -2 -7 -11
right_child=1 -3 -4 4 -6 9 -8 -9 -10 10 -12
leaf_value=-0.00065219478066381727 -0.00065307007874324571 -0.00059125870847637695 0.00075607017436384689 -0.00095247966239062586 3.749055791333117e-05 0.00012321945169025384 -0.00070174716539641636 0.00051771066788284506 0.00021819817484742418 0.00075900228632954465 0.000498164860939602
leaf_weight=0.0011238919816593191 0.0010277770845892129 0.0010068542776861698 0.001356566869148171 0.0010757405606544774 0.0012016008265906713 0.0014908082025614591 0.0010922814912973861 0.0016032793360384176 0.0012079281427254153 0.0010005354825080239 0.0010021429268245513
leaf_count=515 122 370 415 388 376 145 127 135 203 147 178
internal_value=0 4.2019e-05 9.48954e-05 1.10868e-05 -0.000430139 0.000130357 -6.9782e-05 0.000110027 -0.000182333 0.000412865 0.000628479
internal_weight=0 0.0130655 0.0120587 0.0107021 0.00227734 0.00842475 0.00493127 0.00383898 0.00223571 0.00349349 0.00200268
internal_count=3121 2606 2236 1821 764 1057 587 460 325 470 325
is_linear=0
shrinkage=0.00196078


Tree=3492
num_leaves=9
num_cat=0
split_feature=159 1 42 0 3 2 2 43
split_gain=2.40388e-05 5.40535e-05 5.08556e-05 7.19306e-05 7.67092e-05 5.88173e-05 7.90255e-05 5.50977e-05
threshold=-0.032739999999999991 0.13146500000000003 0.091735000000000025 -0.084269999999999984 -0.078724999999999976 0.089885000000000007 0.11215000000000001 -0.089499999999999982
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 5 7 -2 -7 -5
right_child=1 -3 -4 4 -6 6 -8 -9
leaf_value=-0.014999826182896742 -0.020902557739221287 0.022060999669987195 -0.021274771812801959 0.0068954108366745641 -0.0061827251667451776 0.016955120918564593 -0.016883926918818244 0.038954995778836786
leaf_weight=0.00100748927280219 0.0018016366353983408 0.0011073712077511897 0.001122011747728145 0.00100670469128344 0.0013877162125685424 0.0015877646340385671 0.001220723431814591 0.0011466496244615159
leaf_count=421 656 216 478 212 258 272 105 503
internal_value=0 0.00117913 -0.00131451 0.00143302 0.0121516 -0.00679996 0.00224681 0.023967
internal_weight=0 0.0103806 0.00927321 0.0081512 0.00354107 0.00461012 0.00280849 0.00215335
internal_count=3121 2700 2484 2006 973 1033 377 715
is_linear=0
shrinkage=0.1


Tree=3493
num_leaves=8
num_cat=0
split_feature=15 484 43 12 13 151 4
split_gain=2.50166e-05 2.80923e-05 5.1743e-05 0.000112199 6.75252e-05 7.38724e-05 0.000132828
threshold=0.091650000000000023 0.084040000000000017 -0.14968999999999996 0.092355000000000007 -0.084034999999999985 -0.0083949999999999979 0.0061450000000000003
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=0.014526056127231164 -0.014300141686968013 0.015448921495277039 0.017294257999348268 -0.028642806836227927 -0.026763089503471938 -0.023628978409873699 0.022545985167853451
leaf_weight=0.001804188711438867 0.0011363762821776048 0.0012400075635809219 0.0019184461432435241 0.001509508472423671 0.0011583099173972052 0.0010548235672453543 0.0015217015515990554
leaf_count=216 497 336 602 481 205 573 211
internal_value=0 0.00134124 -0.00060966 -0.0044221 0.00204519 -0.0057877 0.00364206
internal_weight=0 0.010207 0.00896698 0.00716279 0.00565328 0.00373484 0.00257653
internal_count=3121 2624 2288 2072 1591 989 784
is_linear=0
shrinkage=0.1


Tree=3494
num_leaves=9
num_cat=0
split_feature=42 43 3 133 0 52 2 15
split_gain=2.55122e-05 5.86921e-05 0.000135153 8.10431e-05 7.31982e-05 6.39708e-05 0.000115775 0.000104879
threshold=-0.095859999999999987 -0.052894999999999991 -0.077774999999999983 -1.0000000180025095e-35 -0.077999999999999986 -0.0064899999999999992 0.10613000000000002 -0.074054999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 -2 7 -7 -5
right_child=1 3 -4 5 -6 6 -8 -9
leaf_value=-0.015208011690525935 -0.021977827395083895 -0.030141906494192145 0.040720659170750767 0.0072383159801384725 0.015434822574033403 0.028041580640688863 -0.0081006385730562035 -0.033802845200504715
leaf_weight=0.0010301429716814163 0.0010006654472766363 0.0010018971657247211 0.0011106952055061955 0.0013513098952107061 0.0010954365045610873 0.0016994938969225077 0.0018523097543244572 0.0011547367898703692
leaf_count=241 639 703 444 118 189 364 183 240
internal_value=0 0.00129975 0.0125183 -0.00379612 -0.00242573 0.00056116 0.00919296 -0.0116726
internal_weight=0 0.0102665 0.0032068 0.00705975 0.0020961 0.00605785 0.0035518 0.00250605
internal_count=3121 2880 1272 1608 828 905 547 358
is_linear=0
shrinkage=0.1


Tree=3495
num_leaves=8
num_cat=0
split_feature=49 1 47 3 3 52 151
split_gain=2.49854e-05 5.7655e-05 8.72731e-05 9.2076e-05 0.00015328 7.46197e-05 4.96377e-05
threshold=-0.043469999999999995 0.12337000000000002 0.092530000000000015 -0.055119999999999995 0.12178000000000001 0.083680000000000018 -0.039414999999999999
decision_type=2 2 2 2 2 2 2
left_child=6 2 3 5 -5 -2 -1
right_child=1 -3 -4 4 -6 -7 -8
leaf_value=0.024795348953375845 -0.027555886040079691 0.014845275380398266 -0.031738576821575958 0.028468237273826927 -0.017366611958248453 0.006273697033461559 -0.0027733640078364476
leaf_weight=0.0010808044011187219 0.0017376776122141017 0.0015124778139909882 0.0011599472205926211 0.0018404281665826351 0.0012088441823738805 0.0010436049142031371 0.0016503644804496207
leaf_count=227 1091 241 241 305 50 768 198
internal_value=0 -0.00285755 -0.00668777 -0.00170409 0.0102976 -0.0148622 0.00813639
internal_weight=0 0.00850298 0.0069905 0.00583055 0.00304927 0.00278128 0.00273117
internal_count=3121 2696 2455 2214 355 1859 425
is_linear=0
shrinkage=0.1


Tree=3496
num_leaves=9
num_cat=0
split_feature=4 12 1 42 2 48 3 3
split_gain=2.64299e-05 3.77977e-05 7.23491e-05 0.000109348 6.04726e-05 9.31059e-05 0.0001339 4.53323e-05
threshold=0.27287000000000006 -0.040564999999999997 0.12873500000000002 0.088915000000000008 0.084245000000000014 0.092475000000000016 0.10732000000000001 -0.042499999999999989
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=-0.019259562849621742 0.011176832578482234 0.01647882632178517 0.024093596666012854 -0.031991840333517846 -0.013469175360641664 0.020090388947166863 0.015820134361925926 -0.043227092456566668
leaf_weight=0.0011478342123782846 0.0017349995783205235 0.0019189928935959355 0.0010915558841592121 0.0011370770417141922 0.0010046309373407801 0.0010914233188990255 0.0010125733318844254 0.0010438021265713989
leaf_count=233 352 447 68 715 962 151 51 142
internal_value=0 -0.00225105 0.000101102 -0.00353199 0.00179807 -0.00498646 -0.0139278 -0.0286327
internal_weight=0 0.00944789 0.00830006 0.0072085 0.00607142 0.00415243 0.00306101 0.00204843
internal_count=3121 2769 2536 2468 1753 1306 1155 1104
is_linear=0
shrinkage=0.1


Tree=3497
num_leaves=12
num_cat=0
split_feature=484 3 41 133 1 2 3 4 52 16 133
split_gain=0.000138658 9.04522e-05 9.26241e-05 8.19536e-05 0.000136712 0.000124149 0.000154307 9.06651e-05 8.62783e-05 0.000113883 3.08603e-05
threshold=-1.0000000180025095e-35 -0.12018999999999998 1.0000000180025095e-35 0.083950000000000011 0.10089500000000001 0.092365000000000017 -0.0080949999999999998 0.033845000000000007 -0.066844999999999988 -0.27167499999999994 0.10466000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -3 -6 -9 -10 -5
right_child=1 3 -4 10 7 -7 -8 8 9 -11 -12
leaf_value=-0.00066380614894927497 0.00068090508905680911 -0.00073462963954587523 -8.0647426738976759e-05 0.00057021447661050864 0.00054288565300081575 -0.00092886719163699717 0.0002293059369192208 -0.0005380795432340554 -0.00026033153453020822 0.00061716039568369735 8.6554128530393114e-05
leaf_weight=0.0011214801059352139 0.0015724432337247277 0.0010624236795487353 0.0010074009685827057 0.0010106903226092037 0.0013474785164444272 0.0011389570946830812 0.0016000750697198903 0.0010099659414678427 0.0012155536593351684 0.0010684577275147473 0.0010181346754195074
leaf_count=515 193 733 96 395 175 317 94 50 149 50 354
internal_value=0 5.46601e-05 0.000383527 -2.63604e-05 -0.000111392 -0.000387094 -0.000155336 0.000114414 -6.08623e-05 0.000150158 0.000327497
internal_weight=0 0.0130516 0.00257984 0.0104717 0.00844291 0.00380146 0.0026625 0.00464146 0.00329398 0.00228401 0.00202882
internal_count=3121 2606 289 2317 1568 1144 827 424 249 199 749
is_linear=0
shrinkage=0.00196078


Tree=3498
num_leaves=11
num_cat=0
split_feature=484 42 133 43 133 15 15 0 48 47
split_gain=0.000184593 0.000166239 0.000140141 0.00012411 0.000142177 0.000172614 0.000121449 0.00015026 0.000212076 0.000118891
threshold=-0.0068949999999999992 -0.11466499999999999 0.10622000000000002 -0.20207499999999998 0.083950000000000011 1.0000000180025095e-35 -0.24436499999999997 -0.13027499999999997 0.086260000000000017 0.092165000000000011
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5 8 -8 -9
right_child=1 2 -4 4 -6 -7 7 9 -10 -11
leaf_value=-0.00081245052479031986 -0.00070504167666564669 0.0007835807128147678 -0.00056965898007115185 0.0007920479060343318 0.00070342320977874505 -0.00050894445653189638 0.00089829530134256474 -0.00055562758718219788 -0.0001181560117639186 0.00019286435855343724
leaf_weight=0.0010116575021595223 0.0010253694431510514 0.0011656474462080008 0.0010552069769038898 0.0010027590379425994 0.001355390036739298 0.0018701522864742861 0.0015032164185057395 0.0018884288708351966 0.0016614253039693994 0.0014365677020973088
leaf_count=503 151 85 356 159 378 681 107 475 94 132
internal_value=0 5.4927e-05 0.000115153 0.000175961 0.000109878 2.39522e-05 0.000156967 5.8836e-05 0.000364662 -0.000232241
internal_weight=0 0.0139642 0.0129388 0.0118836 0.0107179 0.00936255 0.0074924 0.00648964 0.00316464 0.003325
internal_count=3121 2618 2467 2111 2026 1648 967 808 201 607
is_linear=0
shrinkage=0.00196078


Tree=3499
num_leaves=8
num_cat=0
split_feature=159 51 52 12 1 3 2
split_gain=3.07226e-05 3.8055e-05 6.7893e-05 8.17742e-05 7.7794e-05 8.08334e-05 3.71803e-05
threshold=-0.032739999999999991 0.092235000000000011 0.10160000000000001 0.097825000000000009 0.10708500000000001 0.088060000000000013 0.086885000000000004
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=-0.016838057816905706 -0.013279658216580038 0.018791369783296548 -0.023631373943149944 0.023320248020623602 -0.019392596115861971 0.029153763444682242 0.0073430790164863806
leaf_weight=0.0010052179686141872 0.001680090641571195 0.0011299853006633822 0.0011277853020797606 0.0015353334948963737 0.0018935927129181867 0.0010439859686627306 0.0018225813596200614
leaf_count=421 758 244 293 315 317 98 675
internal_value=0 0.0014828 -0.000665686 0.00258177 -0.00236221 0.00473061 -0.00254882
internal_weight=0 0.0102334 0.00910337 0.00797558 0.00644025 0.00454666 0.00350267
internal_count=3121 2700 2456 2163 1848 1531 1433
is_linear=0
shrinkage=0.1


Tree=3500
num_leaves=9
num_cat=0
split_feature=48 16 52 0 3 47 15 3
split_gain=2.69056e-05 7.04431e-05 7.45951e-05 6.95052e-05 8.10797e-05 6.5406e-05 6.66851e-05 5.42502e-05
threshold=0.11951500000000001 -0.49446999999999991 0.11434500000000002 -0.019414999999999998 -0.034684999999999994 1.0000000180025095e-35 1.0000000180025095e-35 0.090900000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 7 -3
right_child=-2 2 -4 4 -6 -7 -8 -9
leaf_value=0.025119201509470619 -0.015575080637738504 -0.0011359580574697491 -0.025589494648840749 -0.0011576626331147686 0.03797770439407392 -0.023227202577962909 -0.013540847956897514 0.026948521507731044
leaf_weight=0.0011162555120149279 0.001025898686980802 0.0015174030754323731 0.0011260843801350643 0.0011165434295040133 0.0010066888425681693 0.0013289746951784427 0.001703302951883054 0.001258067864654655
leaf_count=231 114 800 413 165 112 257 923 106
internal_value=0 0.0014164 -0.0015049 0.00191477 0.0173976 -0.00374554 0.0020352 0.0115942
internal_weight=0 0.0101733 0.00905707 0.00793098 0.00212323 0.00580775 0.00447877 0.00277547
internal_count=3121 3007 2776 2363 277 2086 1829 906
is_linear=0
shrinkage=0.1


Tree=3501
num_leaves=9
num_cat=0
split_feature=1 13 3 4 52 133 16 4
split_gain=2.35e-05 8.07775e-05 7.39072e-05 5.76948e-05 5.84507e-05 9.47406e-05 6.65813e-05 5.02559e-05
threshold=0.10781 -0.061684999999999997 0.11296500000000002 -0.0016099999999999997 -0.087769999999999987 1.0000000180025095e-35 -0.0064149999999999997 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 6 -6 -5
right_child=1 2 -4 7 5 -7 -8 -9
leaf_value=-0.017610402085943475 0.027003669229258606 0.011656565108415238 -0.021663465099257654 -0.031580448184005086 0.0064586109778265845 -0.013837610296978796 0.040546255038213942 -0.003783426836813146
leaf_weight=0.0010248756220097282 0.0012571107689495209 0.0014422364685369032 0.0012363700899344909 0.001096758749780595 0.0013305827891324693 0.0011583268549881388 0.0010064045178039909 0.0015982032820754102
leaf_count=441 305 217 62 300 688 613 145 350
internal_value=0 0.00609141 -0.00372303 -0.00351484 0.00338984 0.0095474 0.0211382 -0.0150959
internal_weight=0 0.00393572 0.00267861 0.00721515 0.00452019 0.00349531 0.00233699 0.00269496
internal_count=3121 584 279 2537 1887 1446 833 650
is_linear=0
shrinkage=0.1


Tree=3502
num_leaves=11
num_cat=0
split_feature=484 15 15 49 160 2 13 2 43 16
split_gain=0.000133798 0.000104999 0.000112185 0.000129344 0.000102296 0.000110443 8.81093e-05 0.000130428 0.000128518 6.40278e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.11713499999999999 0.065470000000000014 0.092865000000000017 0.10559 0.0076650000000000008 0.088850000000000012 -0.074359999999999996 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 8 -4 -7
right_child=1 2 3 -5 -6 9 -8 -9 -10 -11
leaf_value=-0.00067901639790104171 0.00063808281603441722 -0.0006195973070553055 0.00051816535419220715 0.00071707756163501139 -0.00060111304481128718 -0.00069715051847368131 -0.00019874996681860292 0.00073311003195422738 -0.00028618802582602751 -3.5200262405690887e-05
leaf_weight=0.0010834101377812681 0.0010325890356837836 0.0010696083670624452 0.0013619686374336628 0.0010023447936210158 0.0010487808964399431 0.0010029701441339883 0.001788697288496891 0.0017794632104504438 0.0017386300964001473 0.0012771872985331972
leaf_count=515 232 185 280 324 94 178 205 329 651 128
internal_value=0 3.79694e-05 -1.33718e-05 4.55756e-05 -2.17476e-05 4.6152e-05 0.000173524 0.000309974 6.71321e-05 -0.000326372
internal_weight=0 0.0131022 0.0120697 0.011 0.0099977 0.00894892 0.00666876 0.00488006 0.0031006 0.00228016
internal_count=3121 2606 2374 2189 1865 1771 1465 1260 931 306
is_linear=0
shrinkage=0.00196078


Tree=3503
num_leaves=9
num_cat=0
split_feature=42 43 51 0 457 2 1 0
split_gain=2.48931e-05 5.92436e-05 7.87553e-05 6.89936e-05 5.65964e-05 8.69465e-05 4.58902e-05 2.88689e-05
threshold=-0.095859999999999987 -0.074359999999999996 -0.076794999999999988 -0.061629999999999997 0.045365000000000009 0.099185000000000009 0.088485000000000022 -0.071339999999999987
decision_type=2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 6 -4 -7
right_child=1 2 4 -5 -6 7 -8 -9
leaf_value=-0.014942517391298205 0.00095477150850388796 -0.029275836495896396 -0.0047694559300525598 0.032126225338650845 0.021226138713890126 0.017049191269815443 -0.033284061998073586 -0.0035830341615664231
leaf_weight=0.0010290925216000823 0.0018008351061208905 0.0010202529761660179 0.001188964501861911 0.0011722854980000148 0.0011045617109633251 0.0015686596905836322 0.0010744239151374562 0.0011946409847788896
leaf_count=241 907 262 697 174 118 204 309 209
internal_value=0 0.00138172 -0.00355046 0.0132455 0.000730294 -0.00377345 -0.0183053 0.00812939
internal_weight=0 0.0101246 0.0071515 0.00297312 0.00613125 0.00502669 0.00226339 0.0027633
internal_count=3121 2880 1799 1081 1537 1419 1006 413
is_linear=0
shrinkage=0.1


Tree=3504
num_leaves=9
num_cat=0
split_feature=43 13 16 133 15 15 2 3
split_gain=2.62831e-05 5.70317e-05 5.01912e-05 6.57902e-05 5.54351e-05 7.97778e-05 5.26626e-05 0.000108145
threshold=-0.34140499999999996 0.086705000000000018 0.22339500000000004 0.083950000000000011 0.024640000000000006 -0.0063699999999999989 0.089775000000000008 0.10893000000000001
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=-0.014950422376899284 -0.019945303336396148 0.022104650141299958 -0.018838426021703995 0.022597522172970744 -0.023393775787482474 0.025859787620791854 0.025844948420565263 -0.014860770197610155
leaf_weight=0.0010780328906506527 0.0014337533184380804 0.0011828254176564053 0.0013743951616737556 0.00127956966078619 0.0010380476222038625 0.0010972034429514149 0.0012096765291509707 0.0014174406167193343
leaf_count=133 337 215 334 840 731 117 270 144
internal_value=0 0.00148136 -0.00127497 0.00195404 -0.00230907 0.00193417 -0.00453028 0.00388249
internal_weight=0 0.0100329 0.00885009 0.00747569 0.00619612 0.00515807 0.00406087 0.00262712
internal_count=3121 2988 2773 2439 1599 868 751 414
is_linear=0
shrinkage=0.1


Tree=3505
num_leaves=11
num_cat=0
split_feature=484 15 15 160 2 52 15 2 16 42
split_gain=0.00014144 0.00010349 0.000103059 8.98038e-05 8.70984e-05 0.000143954 0.000180693 0.000118763 0.00011367 8.25567e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.11713499999999999 0.092865000000000017 0.092875000000000013 -0.087284999999999988 -0.031204999999999997 0.10912000000000001 -0.013324999999999998 0.080840000000000009
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -7 -6 -9 -8
right_child=1 2 3 -5 7 6 9 8 -10 -11
leaf_value=-0.00068809002782223197 0.00064625215669651822 -0.00058368010269990679 -0.00023541355446740731 -0.00046514632288297561 -0.0004824393151170996 0.00095191046003477507 -0.00025751222074869964 -0.00027250637780449732 0.00060597034431582981 0.00048144573271848088
leaf_weight=0.001095758238677128 0.0010162485193739015 0.0010783574730978572 0.0015484163284410915 0.0011530040188027059 0.0017893228603556577 0.0017090339716788611 0.0011621039918326345 0.0010689759977144733 0.0012042593307356932 0.0011629462032400695
leaf_count=515 232 185 209 130 396 186 458 164 167 479
internal_value=0 4.56998e-05 -5.68856e-06 5.2033e-05 0.000113858 0.000272811 0.000467885 -0.000104564 0.000192872 0.000112101
internal_weight=0 0.0128927 0.0118764 0.0107981 0.00964506 0.0055825 0.00403408 0.00406256 0.00227324 0.00232505
internal_count=3121 2606 2374 2189 2059 1332 1123 727 331 937
is_linear=0
shrinkage=0.00196078


Tree=3506
num_leaves=8
num_cat=0
split_feature=1 4 3 2 0 51 48
split_gain=2.83483e-05 7.83398e-05 4.76892e-05 5.70861e-05 7.06565e-05 3.77999e-05 4.65335e-05
threshold=0.077565000000000009 -0.083854999999999985 0.086245000000000016 0.082850000000000021 -0.077809999999999976 -0.031924999999999995 0.086035000000000014
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=0.0045991924492223358 -0.01044542839527433 -0.027535035332655167 -0.021502268629091943 0.026245291868381732 0.022120528881926154 0.017876349476461145 -0.0095342336295520021
leaf_weight=0.0019203288690613665 0.0017537483697619247 0.0012541217101872059 0.001034685644390021 0.0014653444662683715 0.0010743742667023791 0.0010110073635907074 0.0015986967245513461
leaf_count=353 398 1283 103 408 315 133 128
internal_value=0 -0.00809599 0.00308498 0.0102261 0.00192604 -0.005328 0.00108471
internal_weight=0 0.00317445 0.00793786 0.00429347 0.00282812 0.00364439 0.0026097
internal_count=3121 1636 1485 1121 713 364 261
is_linear=0
shrinkage=0.1


Tree=3507
num_leaves=10
num_cat=0
split_feature=484 4 150 156 12 52 15 0 3
split_gain=0.000119758 5.91388e-05 9.40615e-05 9.1564e-05 0.000112102 0.000114148 0.00014124 0.000121558 8.3637e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 0.089910000000000018 0.08426500000000002 -0.040564999999999997 -0.081429999999999989 -0.031204999999999997 -0.083914999999999976 -0.088084999999999983
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -7 -8 -9
right_child=1 -3 -4 -5 5 6 7 8 -10
leaf_value=-0.00064272826578566828 -0.00045414419063599876 0.00036930018224228808 -0.00046290228203334569 -0.00048439616609387206 0.00068301221353614969 0.00056106307005405077 0.00031387932903576606 -4.267778865780038e-05 -0.0008188215350474566
leaf_weight=0.0010447784282088231 0.0010610369272714892 0.0018753170077832572 0.0015019324437914585 0.0010234716458725609 0.0016339104613008592 0.0016605781818187625 0.0014155004519937715 0.0010777669424620676 0.0010576003467846692
leaf_count=515 176 346 197 245 311 280 373 219 459
internal_value=0 4.87247e-05 -8.90488e-06 6.74539e-05 0.00013889 0.000230811 8.90353e-05 -0.00013171 -0.000427085
internal_weight=0 0.0123071 0.0104318 0.00892986 0.00790639 0.00684536 0.00521145 0.00355087 0.00213537
internal_count=3121 2606 2260 2063 1818 1642 1331 1051 678
is_linear=0
shrinkage=0.00196078


Tree=3508
num_leaves=10
num_cat=0
split_feature=484 4 0 1 3 2 3 151 16
split_gain=0.00012203 6.43035e-05 0.000134312 9.08846e-05 6.90836e-05 0.000155967 0.000100821 7.76235e-05 0.000272554
threshold=-1.0000000180025095e-35 -0.49405499999999997 0.062580000000000011 0.077565000000000009 0.086245000000000016 0.082850000000000021 -0.078934999999999991 -0.0083949999999999979 -0.071854999999999988
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5 -6 -9
right_child=1 2 -4 4 7 -7 -8 8 -10
leaf_value=-0.00066375550168869431 -0.00041915141951269882 -0.00036708448202269546 0.00075193315276975365 -0.00035728695333473896 -0.000498813054274787 0.00082662857664577783 0.00035286241796335854 0.00072807665503968506 -0.00051977769035751965
leaf_weight=0.001030504388846846 0.0010783620665758926 0.0019507339621236712 0.0010443469117587681 0.0014176168027202961 0.001214265670975434 0.0013488501280193746 0.0016789036729423544 0.0013335634211100178 0.0013584730610387563
leaf_count=515 133 1253 91 313 90 272 270 123 61
internal_value=0 3.84111e-05 8.18965e-05 1.39754e-05 0.000102981 0.000270152 2.77492e-05 -8.72588e-05 9.83762e-05
internal_weight=0 0.0124251 0.0113468 0.0103024 0.00835167 0.00444537 0.00309652 0.0039063 0.00269204
internal_count=3121 2606 2473 2382 1129 855 583 274 184
is_linear=0
shrinkage=0.00196078


Tree=3509
num_leaves=11
num_cat=0
split_feature=484 4 39 49 3 133 15 52 0 2
split_gain=0.000145657 7.33369e-05 6.80413e-05 8.70808e-05 0.000107132 0.000173679 0.000116784 0.000127032 5.0539e-05 4.85836e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 0.096775000000000014 0.0034800000000000005 -0.08824499999999999 0.076280000000000014 1.0000000180025095e-35 -0.081429999999999989 -0.13843999999999998 0.088850000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 9 6 7 -6 -9 -2
right_child=1 -3 -4 -5 5 -7 -8 8 -10 -11
leaf_value=-0.0007057317934043596 -0.00067961854428465532 0.0004140781718186007 -0.0004921985631823199 0.00056077377984557286 0.00065432683313523582 0.00066982407249287289 -0.00065193398031371361 0.00015243060334831828 -0.0004169964198421916 -0.00010584627913727084
leaf_weight=0.001043699847012994 0.0011145981003635305 0.0018764134030144217 0.0010039747808613395 0.001109634743388095 0.0010646674114404542 0.001585648885222119 0.001065209851360108 0.0010973165624327819 0.0013202538419576975 0.0011556429328500178
leaf_count=515 287 346 76 439 149 384 512 53 159 201
internal_value=0 5.69888e-05 -6.72245e-06 4.45135e-05 -2.36571e-05 0.000111041 -8.38014e-05 8.99892e-05 -0.000158538 -0.000387546
internal_weight=0 0.0123934 0.0105169 0.00951297 0.00840334 0.0061331 0.00454745 0.00348224 0.00241757 0.00227024
internal_count=3121 2606 2260 2184 1745 1257 873 361 212 488
is_linear=0
shrinkage=0.00196078


Tree=3510
num_leaves=12
num_cat=0
split_feature=484 151 4 150 42 42 15 0 43 43 0
split_gain=0.000162276 8.24332e-05 0.000188317 0.000143956 9.52381e-05 0.000124688 0.000214541 0.000143394 0.000198399 9.91464e-05 9.90611e-05
threshold=-1.0000000180025095e-35 -0.0083949999999999979 0.40473500000000007 0.081835000000000019 0.091545000000000015 0.08623500000000002 1.0000000180025095e-35 -0.10151999999999999 0.055925000000000009 -0.084794999999999995 -0.15931499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 4 -2 5 6 7 10 9 -9 -3
right_child=1 2 -4 -5 -6 -7 -8 8 -10 -11 -12
leaf_value=-0.00071864237802165903 -0.00072967813997076088 0.00018419504263405019 0.00093296296321457859 0.00019871906052614869 -0.00045674812287308696 0.0007046138411925493 -0.00056786993732126209 3.3497591186805884e-05 0.00066760798324842698 -0.00082341812329315251 0.0010376490137500554
leaf_weight=0.0011140888735722007 0.0012517230612761744 0.0010177103998696424 0.0010337270977137337 0.0013185328704592917 0.0012328121299003464 0.0012251818139017105 0.0017485998715619008 0.0010520625765707383 0.001017281052843857 0.0010247421506224994 0.0010754028051998604
leaf_count=515 167 41 231 266 429 299 588 137 77 257 114
internal_value=0 6.11068e-05 0.000138632 -0.000253413 5.12212e-05 0.000127956 2.60916e-05 0.000226315 -4.18233e-05 -0.000389324 0.000622684
internal_weight=0 0.0129978 0.0104275 0.00257026 0.00939379 0.00816098 0.0069358 0.0051872 0.00309409 0.0020768 0.00209311
internal_count=3121 2606 2173 433 1942 1513 1214 626 471 394 155
is_linear=0
shrinkage=0.00196078


Tree=3511
num_leaves=9
num_cat=0
split_feature=159 1 42 151 4 1 15 4
split_gain=2.68528e-05 4.0112e-05 4.40235e-05 6.84447e-05 9.46254e-05 0.000140789 4.37255e-05 5.9247e-05
threshold=-0.032739999999999991 0.13146500000000003 0.091735000000000025 -0.0083949999999999979 0.24564500000000003 0.095950000000000021 0.088345000000000021 -0.15764999999999998
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=-0.015663011564223263 -0.015746690926250376 0.01952863021845825 -0.019398723101311844 0.018040810705876983 0.033650090858543154 -0.030693943196726331 0.02772277670647888 -0.0095822177747561833
leaf_weight=0.0010103903389585512 0.0017344775778819479 0.0010931663571108067 0.0011108282361508475 0.0014996685697638628 0.0010786619493542843 0.0010985177709547916 0.001006041301713197 0.0016101278696715529
leaf_count=421 428 216 478 100 128 203 323 824
internal_value=0 0.00142533 -0.000740267 0.00184165 0.00668934 0.00111213 0.00960118 0.00373871
internal_weight=0 0.0102315 0.00913832 0.0080275 0.00629302 0.00521436 0.00411584 0.0031098
internal_count=3121 2700 2484 2006 1578 1450 1247 924
is_linear=0
shrinkage=0.1


Tree=3512
num_leaves=9
num_cat=0
split_feature=49 42 457 3 3 1 12 42
split_gain=2.84416e-05 6.49047e-05 4.72711e-05 4.4316e-05 0.000115311 0.00010652 0.000129279 4.09505e-05
threshold=-0.043469999999999995 0.091545000000000015 0.085540000000000019 0.10893000000000001 0.13524500000000003 0.10752500000000002 0.084100000000000022 0.084145000000000011
decision_type=2 2 2 2 2 2 2 2
left_child=2 3 -1 5 -5 6 -2 -8
right_child=1 -3 -4 4 -6 -7 7 -9
leaf_value=-0.0019236993466382421 0.017656558975301523 -0.025576236191798309 0.024947825006862503 -0.036554254255243078 0.0076019254026411538 0.034913934495175346 -0.033218465217996998 -0.005031963169538173
leaf_weight=0.0016447781726324708 0.0018458195761509328 0.001103716079539587 0.0010874985615962674 0.0010055114020796063 0.0014360428061212793 0.0010062697959235698 0.0010056640812482523 0.0010573881343355703
leaf_count=314 411 614 111 54 139 165 814 499
internal_value=0 -0.00296341 0.00877168 0.00042917 -0.010583 0.00589938 -0.0015699 -0.0187719
internal_weight=0 0.00846041 0.00273228 0.0073567 0.00244155 0.00491514 0.00390887 0.00206305
internal_count=3121 2696 425 2082 193 1889 1724 1313
is_linear=0
shrinkage=0.1


Tree=3513
num_leaves=11
num_cat=0
split_feature=484 15 160 49 52 2 15 3 0 3
split_gain=0.000132812 7.6229e-05 6.72014e-05 8.59267e-05 0.000128249 0.00017085 0.000160251 0.000190591 8.08121e-05 3.61481e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 0.092865000000000017 -0.047584999999999995 0.10744000000000002 0.10097500000000002 -0.016799999999999995 -0.055119999999999995 -0.10836499999999999 -0.0080949999999999998
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=-0.00066485467471122102 0.00056187852467031363 0.00070126856554071442 -0.00043727684829497539 -0.00014400932560643129 0.00047526586339466327 -0.00070423054969127299 -9.973122738609518e-05 0.00090539341442965162 -2.7070024206941044e-05 -0.0006657146593436311
leaf_weight=0.0010954046590669298 0.0010158427993507404 0.0013291816918116466 0.0012019463990782806 0.0010275156546689101 0.0015000796079946161 0.0016618666979962837 0.0017861203533578699 0.0012212169826540664 0.0010470784532705677 0.0010150278941765108
leaf_count=515 232 115 150 300 364 331 790 78 198 48
internal_value=0 4.64962e-05 2.09024e-06 5.19666e-05 -4.30527e-05 -0.000158897 2.05666e-05 0.000308429 0.000380332 -0.000403267
internal_weight=0 0.0128059 0.01179 0.0105881 0.00821183 0.00671175 0.00504988 0.00300734 0.00237626 0.00204254
internal_count=3121 2606 2374 2224 1911 1547 1216 868 313 348
is_linear=0
shrinkage=0.00196078


Tree=3514
num_leaves=11
num_cat=0
split_feature=484 41 51 484 2 43 15 15 2 4
split_gain=0.000266681 0.000109798 0.000107058 0.000113838 7.97811e-05 0.00010751 0.000118018 7.7303e-05 7.15326e-05 6.62721e-05
threshold=-0.0068949999999999992 0.078065000000000009 0.095050000000000009 0.073690000000000019 0.090790000000000023 -0.0037449999999999996 -0.016799999999999995 1.0000000180025095e-35 0.10912000000000001 0.0049200000000000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 8 -6 -7
right_child=1 -3 -4 -5 7 9 -8 -9 -10 -11
leaf_value=-0.00098095981067359921 -0.00056646229832096125 -0.00056144344364068366 0.0006629680440589016 0.00055226981068725711 -0.00033022904391525568 0.00013580831432463087 0.00027478739482869803 -0.0006405515626668112 0.00022054599206618324 0.0008436014537865367
leaf_weight=0.0010149594299696226 0.0011800965828882484 0.0010028794208723343 0.0012261508037905494 0.0015075262765607235 0.0018684222948781479 0.0010073062270030859 0.0014038659041833846 0.0011807752399814022 0.0017611429510476296 0.0010272952694888849
leaf_count=503 260 138 223 342 284 281 501 229 281 79
internal_value=0 6.21453e-05 0.000113564 5.19669e-05 -2.80233e-05 0.000156047 -0.000109412 -0.000204755 -6.29812e-05 0.000493182
internal_weight=0 0.0131655 0.0121626 0.0109364 0.0094289 0.00461856 0.00258396 0.00481034 0.00362957 0.0020346
internal_count=3121 2618 2480 2257 1915 1121 761 794 565 360
is_linear=0
shrinkage=0.00196078


Tree=3515
num_leaves=10
num_cat=0
split_feature=484 4 39 12 150 156 52 3 0
split_gain=0.000118251 6.14478e-05 9.26263e-05 9.17883e-05 7.3446e-05 0.000102052 0.000135432 0.000112031 8.18064e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 0.097050000000000011 0.10673000000000001 0.089910000000000018 0.084085000000000007 -0.081429999999999989 -0.08824499999999999 -0.10096999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -8 -9
right_child=1 -3 -4 -5 -6 -7 7 8 -10
leaf_value=-0.00063652902195527575 0.00082464678479957066 0.00037760224290201799 -0.0005750794432461976 -0.00048964100911930532 -0.00029273109583628564 -0.00037762010512402473 -0.00035297774192202694 0.00069231089117360845 6.537840433846032e-05
leaf_weight=0.0010568918590049678 0.0014233604259673537 0.0018379247328863197 0.0010115318019777711 0.0010783984515675303 0.0013973897933314636 0.0010093968414207318 0.0013078169161875289 0.0013667019567636415 0.0019305807933393286
leaf_count=515 324 346 75 188 182 227 324 116 824
internal_value=0 4.67987e-05 -1.09667e-05 4.90121e-05 0.000117876 0.000199403 0.000296019 0.000132629 0.000325238
internal_weight=0 0.0123631 0.0105252 0.00951365 0.00843525 0.00703786 0.00602846 0.0046051 0.00329728
internal_count=3121 2606 2260 2185 1997 1815 1588 1264 940
is_linear=0
shrinkage=0.00196078


Tree=3516
num_leaves=8
num_cat=0
split_feature=42 49 4 151 12 52 1
split_gain=3.01129e-05 5.3243e-05 6.84472e-05 6.74317e-05 9.08668e-05 0.000151315 8.21353e-05
threshold=-0.0060199999999999993 -0.047584999999999995 0.0052350000000000009 -1.0000000180025095e-35 0.095330000000000012 -0.069804999999999992 0.094825000000000007
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=-0.011856252412065955 -0.00094192730779101149 -0.025002930949885677 0.03341674170729713 -0.02511401670457343 -0.019259002529688832 0.0047522256718131265 0.035422100030851229
leaf_weight=0.001828275006917411 0.0012266142500234915 0.0010911046514891967 0.0010995518580337862 0.0010049637238347367 0.0015060004328061429 0.0018944030379666737 0.0016197941506438291
leaf_count=846 232 304 130 303 365 685 256
internal_value=0 0.00216508 0.015299 -0.00212814 0.00201429 0.00910356 0.0188888
internal_weight=0 0.00944243 0.00232617 0.00711627 0.00602516 0.00451916 0.0035142
internal_count=3121 2275 362 1913 1609 1244 941
is_linear=0
shrinkage=0.1


Tree=3517
num_leaves=8
num_cat=0
split_feature=147 52 2 3 43 4 1
split_gain=2.56935e-05 7.54308e-05 5.03993e-05 8.52724e-05 0.000128847 7.71806e-05 6.01914e-05
threshold=1.0000000180025095e-35 0.15116000000000002 0.099185000000000009 -0.08824499999999999 -0.074359999999999996 0.033845000000000007 0.089105000000000018
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -4 -6
right_child=-2 -3 5 4 6 -7 -8
leaf_value=-0.023943327479252041 0.015060523029666192 -0.026843612023877583 0.024364307089535117 0.027776372779308851 0.0054615890891534851 -0.0058693285703226121 -0.02436069297495851
leaf_weight=0.0016080488853210421 0.0010170700476522946 0.0010611781744119123 0.0018998084406579292 0.0014058651617201339 0.0013455193829532254 0.0015198468137306606 0.0013617309574026834
leaf_count=465 183 372 380 508 617 341 255
internal_value=0 -0.00160704 0.00132273 -0.00441802 0.00321552 0.0109271 -0.00953884
internal_weight=0 0.010202 0.00914082 0.00572116 0.00411312 0.00341966 0.00270725
internal_count=3121 2938 2566 1845 1380 721 872
is_linear=0
shrinkage=0.1


Tree=3518
num_leaves=12
num_cat=0
split_feature=484 43 42 40 3 0 47 48 15 15 42
split_gain=0.000200111 8.54489e-05 0.000132138 0.000150031 0.000105868 0.000130808 0.000184632 0.000133351 0.000135226 0.000120394 8.37726e-05
threshold=-0.0068949999999999992 0.18116500000000002 -0.095859999999999987 -0.026419999999999996 -0.10831999999999999 -0.055064999999999996 0.092530000000000015 0.085875000000000021 -0.094549999999999981 0.083935000000000023 0.079510000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 10 6 7 8 -6 -10 -5
right_child=1 -3 3 4 5 -7 -8 -9 9 -11 -12
leaf_value=-0.0008582848177129959 -0.00055327987600143984 -0.0004946975810035699 0.00087986106996327032 0.00081369183510046693 0.00093107776179147082 -0.00063529087010416954 -0.00064742643669365573 -0.00025216798884607401 -0.00027376901036866495 0.00059354165536041378 9.3795547179173396e-05
leaf_weight=0.0010075181530147569 0.0011036824520099181 0.0010282580787033023 0.0010068723831294585 0.0011880813725057022 0.001337311564814184 0.0011582542955239526 0.0011104169987402965 0.001557056677431546 0.0012403746788991826 0.0012211364317536641 0.0013031209537927302
leaf_count=503 200 193 258 175 136 207 135 156 381 682 95
internal_value=0 4.81739e-05 9.38305e-05 0.000158042 8.6196e-05 -2.84635e-05 8.02325e-05 0.000231096 0.000429175 0.000156497 0.000437122
internal_weight=0 0.0132546 0.0122263 0.0111226 0.0101158 0.00762455 0.0064663 0.00535588 0.00379882 0.00246151 0.0024912
internal_count=3121 2618 2425 2225 1967 1697 1490 1355 1199 1063 270
is_linear=0
shrinkage=0.00196078


Tree=3519
num_leaves=8
num_cat=0
split_feature=42 49 1 42 52 13 16
split_gain=2.75012e-05 4.27299e-05 7.78689e-05 5.67811e-05 6.41233e-05 7.48972e-05 5.84499e-05
threshold=-1.0000000180025095e-35 -0.043469999999999995 0.098220000000000016 0.091545000000000015 -0.0064899999999999992 -0.14819499999999997 -0.088394999999999987
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 -6 -7
right_child=1 3 -4 -5 5 6 -8
leaf_value=-0.011321228361597817 -0.001540619927806476 -0.013542710225715945 0.034451744757582552 -0.022838958967268598 -0.012594244892815874 0.0014110674032411384 0.030284501982964281
leaf_weight=0.0018283999444344652 0.0014529090826039615 0.0018264716610142473 0.0010252673989492997 0.0010955460992523851 0.0011395396490037346 0.0012402306366901782 0.0016128891274287344
leaf_count=862 190 592 191 614 108 249 315
internal_value=0 0.00208364 0.0133501 -0.00195418 0.00197771 0.00907765 0.0177334
internal_weight=0 0.00939285 0.00247818 0.00691468 0.00581913 0.00399266 0.00285312
internal_count=3121 2259 381 1878 1264 672 564
is_linear=0
shrinkage=0.1


Tree=3520
num_leaves=12
num_cat=0
split_feature=457 133 133 43 151 15 49 2 16 1 1
split_gain=0.000108961 0.000111041 0.000124633 0.000142279 0.000136958 0.000165843 9.31643e-05 7.85014e-05 0.000162565 0.000158843 0.000204711
threshold=-0.0029299999999999994 0.10622000000000002 0.083950000000000011 0.084740000000000024 -1.0000000180025095e-35 1.0000000180025095e-35 -0.049784999999999989 0.10584500000000001 -0.071854999999999988 0.083835000000000007 0.11249000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 7 -2 9 -9 -6 -11
right_child=1 -3 -4 -5 5 -7 -8 8 -10 10 -12
leaf_value=-0.00058711591480531747 0.00092541094593111197 -0.00057178276489724738 0.00065391572038110788 -0.00062333251996009851 0.00054703596454713029 -0.00058403595267363518 0.00011241805711545036 0.00098114165758412023 -8.5930910725045764e-05 -0.00081537782730039274 0.00031071725886899217
leaf_weight=0.0011144422023961929 0.0011499615207882508 0.00101507356939855 0.00139866651574221 0.0011398040497577174 0.0011996272375161283 0.0015663629401371452 0.0010249110469014314 0.0010573037290487564 0.0011415533740008154 0.0014105031967990658 0.0011083592440696215
leaf_count=252 124 428 458 282 199 698 122 100 159 205 94
internal_value=0 5.13261e-05 0.000103183 3.18491e-05 0.000109167 -1.67042e-05 0.000542287 0.000133472 0.000427163 -4.01957e-05 -0.000319869
internal_weight=0 0.0132121 0.0121971 0.0107984 0.00965858 0.00748371 0.00217487 0.00591735 0.00219886 0.00371849 0.00251886
internal_count=3121 2869 2441 1983 1701 1455 246 757 259 498 299
is_linear=0
shrinkage=0.00196078


Tree=3521
num_leaves=10
num_cat=0
split_feature=484 4 150 124 157 42 42 4 12
split_gain=0.000105436 0.000102089 0.000112309 0.000115151 7.64815e-05 0.000116421 0.000115348 0.000124445 6.24834e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 0.089910000000000018 -0.013479999999999999 -1.0000000180025095e-35 0.091735000000000025 -1.0000000180025095e-35 -0.0024449999999999997 0.088305000000000008
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -6 8 -8
right_child=1 -3 -4 4 5 -7 7 -9 -10
leaf_value=-0.00058623820371630933 -0.00053707366908172915 0.00046386179254094334 -0.00052011999342460981 -0.00036966466544629726 -0.00020730913601689344 -0.00039478826154581021 0.00037311535299769301 3.510237362295811e-05 0.00093910681198412305
leaf_weight=0.0011014588093531405 0.0011176487723059967 0.0019115354753894307 0.0015289865378508597 0.0010157897222423671 0.0013067938714944839 0.0010596523935432417 0.0013400670477179888 0.0017625917048885282 0.0017027749421216439
leaf_count=515 149 346 197 269 645 387 320 143 150
internal_value=0 4.60841e-05 -2.7626e-05 5.32973e-05 0.000133885 0.000205206 0.000309224 0.000449691 0.000689844
internal_weight=0 0.0127458 0.0108343 0.00930532 0.00818767 0.00717188 0.00611223 0.00480543 0.00304284
internal_count=3121 2606 2260 2063 1914 1645 1258 613 470
is_linear=0
shrinkage=0.00196078


Tree=3522
num_leaves=8
num_cat=0
split_feature=484 42 160 43 16 0 1
split_gain=2.7079e-05 3.64923e-05 6.64661e-05 8.44868e-05 7.9383e-05 0.000144697 0.000107384
threshold=0.084040000000000017 -0.0060199999999999993 -1.0000000180025095e-35 -0.074359999999999996 -0.056919999999999991 -0.20211999999999997 0.095025000000000012
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=-0.015255254798639029 0.013594957075133241 -0.020588094493469711 0.022936005855488488 -0.018210713824054522 -0.019253137860011586 0.0015521529476274839 0.046936046271378838
leaf_weight=0.0016862001574317791 0.0012820559862386097 0.0012289327254496564 0.0018555147294617436 0.0013848706447691103 0.0017526970842226238 0.0010791814339141982 0.0010086385606716828
leaf_count=791 368 539 468 89 319 370 177
internal_value=0 -0.00184218 0.000879545 0.00460538 -0.00190375 0.00685263 0.0234774
internal_weight=0 0.00999604 0.00830984 0.0070809 0.00522539 0.00347269 0.00208782
internal_count=3121 2753 1962 1423 955 636 547
is_linear=0
shrinkage=0.1


Tree=3523
num_leaves=10
num_cat=0
split_feature=484 4 150 124 43 133 43 13 16
split_gain=0.0001448 7.30291e-05 7.55629e-05 0.000102715 7.88742e-05 0.000105693 0.000132954 0.000114927 0.000101796
threshold=-1.0000000180025095e-35 0.27044500000000005 0.089910000000000018 -0.013479999999999999 0.15359500000000004 1.0000000180025095e-35 -0.074359999999999996 0.18141000000000002 -0.056919999999999991
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=-0.00069053870552673673 -0.00051177507496094079 0.00040050824804754973 -0.00042012413406063989 0.0010004562477863015 0.00062896477964991438 -0.00042905520122199991 0.00024667293126489341 8.798406758519569e-05 -0.00042197372476541822
leaf_weight=0.001116854179552232 0.0011000254340620035 0.0018986250993563271 0.0015303243325543179 0.0010976205773298667 0.0010470128673249531 0.0014048601482228879 0.0018979637652316392 0.0010274655307112648 0.0016247436138392309
leaf_count=515 149 346 197 206 183 645 482 56 342
internal_value=0 4.60377e-05 -1.66841e-05 5.04262e-05 0.000126779 5.22267e-05 0.000171943 0.000559282 -6.17204e-05
internal_weight=0 0.0126286 0.01073 0.00919969 0.00809967 0.00705265 0.00564779 0.00212509 0.00352271
internal_count=3121 2606 2260 2063 1914 1731 1086 262 824
is_linear=0
shrinkage=0.00196078


Tree=3524
num_leaves=12
num_cat=0
split_feature=484 15 15 49 12 15 13 3 160 0 1
split_gain=0.000118697 7.09685e-05 0.000107357 7.03226e-05 8.94898e-05 0.00020314 0.000135925 0.000120258 9.35596e-05 0.000101784 5.5189e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.11713499999999999 0.055245000000000009 0.086700000000000013 1.0000000180025095e-35 -0.094514999999999988 -0.086554999999999979 0.086075000000000013 -0.12333499999999999 0.095025000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 8 -6 -8 9 -4 -11
right_child=1 2 3 -5 6 -7 7 -9 -10 10 -12
leaf_value=-0.0006179673750603971 0.00054682568241061133 -0.00059203772177067904 0.00063734248279152675 0.00055358159944565884 0.00065871580707747368 -0.00091113688873511903 0.00029796457395792249 -0.00054996570565663016 -0.00048916566980342882 -0.00035491754325408045 0.0002711547760271855
leaf_weight=0.001121789039572006 0.0010068567295687921 0.001056355535036013 0.001238467239693064 0.001017102036451196 0.001683373642696581 0.0010914692307595897 0.0015499953635752369 0.0010990288978422842 0.0010162275561837464 0.0011755921627267596 0.0010033488871455925
leaf_count=515 232 185 96 330 87 328 357 652 96 151 92
internal_value=0 4.69224e-05 4.7354e-06 6.27057e-05 1.20569e-05 -0.000153378 0.000223036 -5.38253e-05 3.31666e-05 0.000188491 -6.66266e-05
internal_weight=0 0.0129378 0.011931 0.0108746 0.0098575 0.00552511 0.0043324 0.00264902 0.00443364 0.00341741 0.00217894
internal_count=3121 2606 2374 2189 1859 763 1096 1009 435 339 243
is_linear=0
shrinkage=0.00196078


Tree=3525
num_leaves=8
num_cat=0
split_feature=52 150 16 16 52 0 4
split_gain=2.79097e-05 8.06562e-05 8.3965e-05 6.58737e-05 0.000168 9.6257e-05 7.70856e-05
threshold=-0.046924999999999988 0.086615000000000011 0.064860000000000015 -0.056919999999999991 0.091275000000000009 -0.11756999999999999 0.053180000000000012
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=0.0364551374459244 -0.013729474813991754 -0.013888980717346578 0.00060523797002434156 -0.048544240991926418 0.0029546141135236696 0.00084578639184953303 0.034566353927011344
leaf_weight=0.0011864778415009902 0.0019166832319814026 0.0012779745653154068 0.001453856109201647 0.0010050246539037395 0.0017133439244015379 0.00156657700146198 0.0011951008102964293
leaf_count=360 257 136 457 387 268 962 294
internal_value=0 0.00673336 0.016715 -0.00370511 -0.0160853 0.00348845 0.0154382
internal_weight=0 0.00391831 0.00264033 0.00739673 0.00271837 0.00467836 0.00276168
internal_count=3121 953 817 2168 655 1513 1256
is_linear=0
shrinkage=0.1


Tree=3526
num_leaves=13
num_cat=0
split_feature=484 15 15 151 3 4 47 2 13 4 43 2
split_gain=0.000141076 0.0001154 0.000153658 8.69349e-05 0.000130664 0.00018217 0.000132422 0.000119455 7.82696e-05 0.00014031 6.04189e-05 0.000105669
threshold=-0.0068949999999999992 -0.24436499999999997 -0.11713499999999999 -0.085224999999999981 0.088060000000000013 0.033845000000000007 0.092165000000000011 0.10672500000000001 -0.095304999999999987 -0.0029599999999999995 -0.053764999999999993 0.090050000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 6 7 8 -6 -5 10 11 -10
right_child=1 2 3 4 5 -7 -8 -9 9 -11 -12 -13
leaf_value=-0.00070689263489584356 0.00067486780933767425 -0.00070071406506823635 0.00061704645465044522 0.0005316633895390097 -0.00039813574697109146 -0.00090880474122010204 0.00076271834322919453 0.000477264502151757 0.00067559665493424094 -0.00067894550002311582 -0.00027203645724680798 -0.00015783018654263184
leaf_weight=0.001017835079682952 0.0010484461094495698 0.0011042345633748259 0.0010017577669310619 0.0010317643061213307 0.001242447005063152 0.0012105756565680692 0.0012050131485435989 0.0011577728293392098 0.001302988393506862 0.0010905343853286724 0.0010069922920752411 0.0010612715272923562
leaf_count=503 232 187 189 110 83 54 104 72 346 294 736 211
internal_value=0 5.01897e-05 -2.56282e-06 6.55934e-05 1.20088e-05 -0.000288655 0.000174079 2.41233e-05 4.49606e-05 -6.75869e-05 0.000130176 0.000301487
internal_weight=0 0.0134638 0.0124154 0.0113111 0.0103094 0.0036108 0.00669856 0.00240022 0.00549355 0.00446179 0.00337125 0.00236426
internal_count=3121 2618 2386 2199 2010 209 1801 155 1697 1587 1293 557
is_linear=0
shrinkage=0.00196078


Tree=3527
num_leaves=8
num_cat=0
split_feature=1 4 15 15 3 2 3
split_gain=2.64202e-05 7.496e-05 4.29442e-05 0.000109772 0.000106 6.2748e-05 3.02588e-05
threshold=0.077565000000000009 -0.083854999999999985 1.0000000180025095e-35 -0.016799999999999995 0.097915000000000016 0.089885000000000007 -0.074084999999999998
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=0.0046034972111908901 0.012734641912563367 -0.0265048904050601 -0.010941357621679698 0.036910601641196701 -0.017582919672948411 0.029350061280166963 -0.01123186256181122
leaf_weight=0.0019562422074855066 0.0010934556274956068 0.0012823586842666311 0.0017390721148711798 0.0010164090773124917 0.0019402654276326342 0.001265843261701986 0.0010165315952692685
leaf_count=353 193 1283 433 224 212 240 183
internal_value=0 -0.0077142 0.00297745 0.00679992 0.00104292 0.0117482 0.00118826
internal_weight=0 0.0032386 0.00807158 0.0063325 0.0053161 0.00337583 0.00210999
internal_count=3121 1636 1485 1052 828 616 376
is_linear=0
shrinkage=0.1


Tree=3528
num_leaves=8
num_cat=0
split_feature=11 16 2 15 4 49 15
split_gain=3.0173e-05 3.73962e-05 8.7285e-05 7.75421e-05 7.50238e-05 5.46054e-05 9.55616e-05
threshold=0.079915000000000014 -0.36241499999999999 0.10912000000000001 -0.016799999999999995 -0.084369999999999987 -0.00064499999999999985 -0.016799999999999995
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=-0.012834909557223906 -0.016367693437402468 -0.018027539103421333 0.0034244780985235729 0.041074752817502794 -0.0092584278132818911 -0.0026073163080176376 0.033886005292264591
leaf_weight=0.0015324419359526798 0.0010323746890672373 0.0019659090426816794 0.0011482432612656163 0.0010447152053766893 0.0016361608288147146 0.0016177552891109357 0.0012895306443260182
leaf_count=352 199 455 274 132 383 613 713
internal_value=0 0.00156966 0.00410624 0.0213609 -0.00170673 0.00535513 0.0135793
internal_weight=0 0.0102348 0.00870231 0.00219296 0.00650936 0.00454345 0.00290729
internal_count=3121 2922 2570 406 2164 1709 1326
is_linear=0
shrinkage=0.1


Tree=3529
num_leaves=8
num_cat=0
split_feature=15 16 2 4 52 4 52
split_gain=2.68425e-05 5.13306e-05 7.15016e-05 7.17994e-05 6.0128e-05 6.18277e-05 2.06468e-05
threshold=-0.24436499999999997 -0.36241499999999999 0.10981000000000002 -0.084369999999999987 -0.088204999999999992 -0.0016099999999999997 0.081010000000000013
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 6 -5 -6 -3
right_child=1 2 -4 4 5 -7 -8
leaf_value=0.015355116055255824 -0.017888578967925266 -0.0086898014675667306 0.018690127289565903 -0.015015691624491026 0.025296196335429323 -0.0019895024889443154 -0.028586416176040491
leaf_weight=0.001026032521595094 0.0016284533815158599 0.0010310057435603313 0.0018833304490586027 0.001258748617828976 0.0015449455787928531 0.0017956695001023783 0.001055478562334724
leaf_count=253 248 298 368 352 1016 338 248
internal_value=0 -0.00161359 0.00147924 -0.00336888 0.00361089 0.0106294 -0.0187548
internal_weight=0 0.0101976 0.00856918 0.00668585 0.00459936 0.00334062 0.00208648
internal_count=3121 2868 2620 2252 1706 1354 546
is_linear=0
shrinkage=0.1


Tree=3530
num_leaves=9
num_cat=0
split_feature=50 160 12 1 3 43 4 2
split_gain=2.82072e-05 6.95744e-05 4.69716e-05 9.84815e-05 8.70202e-05 8.09607e-05 4.83715e-05 4.25156e-05
threshold=0.088425000000000017 -0.08538999999999998 0.097825000000000009 0.11181500000000001 0.096675000000000011 -0.072864999999999985 -0.0016099999999999997 0.080205000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7 -4
right_child=-2 2 7 -5 -6 6 -8 -9
leaf_value=0.026754699380862692 -0.013833808478887932 0.01141393123991471 0.026601776930277782 -0.026411316911719485 0.026538478144791655 -0.0026300214626739809 -0.031374825389635728 -0.0020948393966356534
leaf_weight=0.0010017953009722113 0.0013117693502184028 0.0017197254514092642 0.0010261980147954898 0.0016391235311531555 0.0011094803829605482 0.0011581518150590093 0.0011838299271100573 0.001039007779482464
leaf_count=391 560 565 73 273 97 642 214 306
internal_value=0 0.00177354 -0.00104613 -0.0050522 0.00171804 -0.00506181 -0.01716 0.0121645
internal_weight=0 0.00987731 0.00887552 0.00681031 0.00517119 0.00406171 0.00234198 0.00206521
internal_count=3121 2561 2170 1791 1518 1421 856 379
is_linear=0
shrinkage=0.1


Tree=3531
num_leaves=10
num_cat=0
split_feature=484 4 39 12 13 43 0 48 52
split_gain=0.000132078 7.48089e-05 6.6682e-05 9.39735e-05 9.56057e-05 0.000112489 0.000150318 0.000124164 8.76004e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 0.097050000000000011 0.10673000000000001 -0.094514999999999988 -0.074359999999999996 -0.10151999999999999 0.086260000000000017 -0.077024999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 8 7 -7 -6
right_child=1 -3 -4 -5 5 6 -8 -9 -10
leaf_value=-0.00066935186461535684 0.00050789368053635734 0.00040699489893423975 -0.00049233405842269787 -0.00049912026761427658 0.00072183138716353315 0.00044443918827581321 -0.00071530617464396029 -0.00044697290433178195 2.2775032737049059e-05
leaf_weight=0.0010669271652188244 0.0017916838570272422 0.0019065142271728385 0.001016364144705185 0.0011196268076170334 0.0011193366054173372 0.0014586311318286194 0.0014623706046946244 0.0010214593491451041 0.0017934526946900798
leaf_count=515 205 346 75 188 295 93 932 46 426
internal_value=0 4.89534e-05 -1.43514e-05 3.53902e-05 0.0001046 -8.04683e-07 -0.000216701 7.72989e-05 0.000291411
internal_weight=0 0.0126894 0.0107829 0.00976656 0.00864693 0.00685525 0.00394246 0.00248009 0.00291279
internal_count=3121 2606 2260 2185 1997 1792 1071 139 721
is_linear=0
shrinkage=0.00196078


Tree=3532
num_leaves=12
num_cat=0
split_feature=484 41 474 13 15 1 52 1 16 16 4
split_gain=0.000237319 0.000117646 9.85383e-05 0.000112348 0.000165436 0.000204386 0.000157027 0.000137359 0.000128615 8.89351e-05 1.91611e-05
threshold=-0.0068949999999999992 1.0000000180025095e-35 0.084660000000000027 -0.0034749999999999994 1.0000000180025095e-35 0.094825000000000007 -0.020999999999999994 0.11061500000000002 -0.078844999999999985 -0.092124999999999985 0.098655000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 5 9 -2 -7 10 -5 -8
right_child=1 -3 -4 4 -6 7 8 -9 -10 -11 -12
leaf_value=-0.00090235577904326054 0.00084532672163689236 -0.00055154834376309428 0.00068991016633445474 2.0640459082461203e-05 -0.00074406800257349542 0.0009726414802964144 0.00054952350286814134 7.8269036955281492e-05 -0.00045508096692120327 -0.00073824560787786925 0.0001705739825884331
leaf_weight=0.0010586121778185494 0.0013992761831629359 0.0011007269256620303 0.001057086916339837 0.0011403128768276286 0.0012502438211932877 0.0010382173841197995 0.0010054443347935285 0.0018132761868896305 0.0011850616848382688 0.0012386198021977614 0.0010474131887449913
leaf_count=503 337 149 245 66 270 128 497 125 401 168 232
internal_value=0 6.23332e-05 0.000117834 6.34406e-05 -0.000103292 4.9875e-05 0.000296456 0.000403906 5.92596e-05 -0.000374483 0.000356175
internal_weight=0 0.0132757 0.012175 0.0111179 0.00648067 0.00523043 0.0046372 0.00285149 0.00323792 0.00237893 0.00205286
internal_count=3121 2618 2469 2224 757 487 1467 253 1130 234 729
is_linear=0
shrinkage=0.00196078


Tree=3533
num_leaves=9
num_cat=0
split_feature=15 11 3 3 13 47 52 1
split_gain=2.67473e-05 3.20924e-05 5.29095e-05 8.83132e-05 6.24449e-05 8.65926e-05 9.28773e-05 5.81508e-05
threshold=0.091650000000000023 0.079915000000000014 -0.10519499999999998 -0.078934999999999991 -0.061684999999999997 0.092710000000000015 -0.066844999999999988 0.08844500000000001
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=0.021810212466686449 -0.01454854826239379 -0.015282098179816107 -0.027288539963976805 -0.0001435174756406541 -0.012188333757874981 -0.025455207362555826 0.022204023658665854 0.031420936720695576
leaf_weight=0.0013401619249778056 0.0011448527060893233 0.0010151415288052528 0.0010097100283287938 0.00104410082442418 0.00148094999959087 0.0012065646859735404 0.0016713949208502384 0.0013235101585706687
leaf_count=188 497 184 1179 177 228 113 243 312
internal_value=0 0.00158017 0.00346611 0.000288331 0.00442786 -0.00267314 0.00604673 0.0175012
internal_weight=0 0.0100915 0.00907639 0.00773623 0.00672652 0.00435891 0.00315234 0.00236761
internal_count=3121 2624 2440 2252 1073 584 471 489
is_linear=0
shrinkage=0.1


Tree=3534
num_leaves=9
num_cat=0
split_feature=1 52 3 0 4 15 3 43
split_gain=2.81009e-05 7.47801e-05 0.000131231 6.13423e-05 0.000109796 5.96779e-05 5.76727e-05 2.5322e-05
threshold=0.10937500000000001 0.10160000000000001 0.090900000000000009 -0.084269999999999984 0.04735000000000001 0.035560000000000008 0.11296500000000002 -0.081454999999999986
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 7 -2
right_child=6 -3 -4 5 -6 -7 -8 -9
leaf_value=-0.041738518135634547 0.0072071714483520274 -0.023680774426906626 0.026606177902671769 -0.011319494592497599 0.0037751977885571789 0.020489179583171938 -0.0066764251667745904 0.029613955313422664
leaf_weight=0.0010895378875912763 0.0010035848987280658 0.0014830932197690081 0.0015368321255129491 0.0012389652077482664 0.0010321441235639074 0.0011257524180278192 0.0016650651226799151 0.0010138986701564011
leaf_count=743 124 493 138 486 192 521 189 235
internal_value=0 -0.00356625 0.00138653 -0.00725256 -0.0195973 0.00382341 0.00709885 0.0184678
internal_weight=0 0.00750632 0.00602323 0.0044864 0.00212168 0.00236472 0.00368255 0.00201748
internal_count=3121 2573 2080 1942 935 1007 548 359
is_linear=0
shrinkage=0.1


Tree=3535
num_leaves=13
num_cat=0
split_feature=484 15 1 15 52 51 15 4 4 52 4 3
split_gain=0.000190025 0.000124274 9.32856e-05 9.62778e-05 0.000137536 0.000115855 8.37306e-05 0.000100562 0.000143679 0.00013995 0.000113821 0.000109045
threshold=-0.0068949999999999992 -0.24436499999999997 0.13559000000000002 -0.11713499999999999 0.11434500000000002 0.087505000000000013 0.091650000000000023 -0.49013999999999996 -0.15289999999999995 -0.088204999999999992 -1.0000000180025095e-35 -0.078934999999999991
decision_type=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 -11
right_child=1 2 -4 4 -6 -7 -8 8 9 10 -12 -13
leaf_value=-0.00083198603188244205 0.00069903780798294954 -0.00063578219130759075 0.0005594151393440869 -0.00034164347538370108 -0.00067820130837103424 -0.00054908805145191801 -0.00037426166797774237 0.00098852838621289957 -0.00037816566101680739 0.00023586643110051791 7.7133161243191374e-06 0.0011451824268975445
leaf_weight=0.0010068475057009073 0.0010496532782561024 0.00100394982482127 0.0010327766013153985 0.0010078696153575989 0.0010295580737744786 0.0010066253329862442 0.0010008944659739803 0.0010451800491697088 0.0012528793549782154 0.0010075748191833655 0.0017195814572197885 0.0010206424240076744
leaf_count=503 232 180 65 108 321 177 221 62 304 614 231 103
internal_value=0 5.17892e-05 -4.23103e-06 -5.66991e-05 9.14757e-07 7.80774e-05 0.000156457 0.000231764 0.000327353 0.000189163 0.000378819 0.000693454
internal_weight=0 0.0131772 0.0121275 0.0110948 0.0100908 0.00906125 0.00805462 0.00705373 0.00604586 0.00500068 0.0037478 0.00202822
internal_count=3121 2618 2386 2321 2141 1820 1643 1422 1314 1252 948 717
is_linear=0
shrinkage=0.00196078


Tree=3536
num_leaves=8
num_cat=0
split_feature=15 11 3 16 16 15 4
split_gain=2.59837e-05 2.66831e-05 4.72747e-05 6.16744e-05 4.4017e-05 8.05787e-05 7.70618e-05
threshold=0.091650000000000023 0.079915000000000014 -0.10519499999999998 -0.25582999999999995 -0.056919999999999991 -0.016799999999999995 -0.0024449999999999997
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=0.020653333388583758 -0.014322818485665915 -0.013818698871422876 -0.017494033122881579 0.035517675877348623 -0.018181072700449937 0.011674696024489284 -2.5680272710686049e-05
leaf_weight=0.0013365118476686413 0.0011467094712752013 0.0010134618703223222 0.0015573805822943348 0.0010569230741769666 0.0016927846758869826 0.0019400022536987139 0.0014425225827957833
leaf_count=188 497 184 297 664 668 349 274
internal_value=0 0.00156665 0.00329413 0.000276976 0.00479021 -0.00223732 0.0150043
internal_weight=0 0.0100396 0.00902613 0.00768961 0.00613223 0.00363279 0.00249945
internal_count=3121 2624 2440 2252 1955 1017 938
is_linear=0
shrinkage=0.1


Tree=3537
num_leaves=11
num_cat=0
split_feature=484 15 15 15 42 0 48 0 47 4
split_gain=0.000214344 0.000109624 8.24657e-05 8.57056e-05 0.000148768 0.000108368 0.000171924 0.000122142 0.000110578 7.34394e-05
threshold=-0.0068949999999999992 -0.24436499999999997 -0.11713499999999999 1.0000000180025095e-35 0.081660000000000024 -0.10151999999999999 0.086260000000000017 -0.060129999999999996 0.085270000000000026 -0.49405499999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 6 -4 -7 9 -9
right_child=1 2 3 4 -6 7 -8 8 -10 -11
leaf_value=-0.00089077302147170623 0.00065834327732808404 -0.00050780807529198565 0.0007930489163504741 -0.00058884473348044114 0.00025728173026402974 -0.00061905497739614542 -0.00010924971830023845 -0.0004852600381474682 0.00067009228904925107 0.00021499304737180021
leaf_weight=0.0010007755319793752 0.0010497292133531217 0.0011249747932944474 0.0019967752358453078 0.0018247880169373685 0.0014210705477275989 0.001065623708571477 0.0013681990231122487 0.0010353229067396178 0.0010514194737289984 0.0012973473967288641
leaf_count=503 232 187 155 570 513 552 90 98 67 154
internal_value=0 5.03476e-05 -2.02858e-06 4.94146e-05 -0.000218402 0.000160653 0.000426174 -4.01401e-05 0.000142156 -9.58044e-05
internal_weight=0 0.0132353 0.0121855 0.0110605 0.00324586 0.00781469 0.00336497 0.00444971 0.00338409 0.00233267
internal_count=3121 2618 2386 2199 1083 1116 245 871 319 252
is_linear=0
shrinkage=0.00196078


Tree=3538
num_leaves=10
num_cat=0
split_feature=484 4 12 150 49 12 47 13 12
split_gain=0.000122107 8.52972e-05 6.70801e-05 6.82707e-05 0.000126299 0.000123187 0.000106299 0.000145793 0.00015613
threshold=-1.0000000180025095e-35 0.27044500000000005 0.10673000000000001 0.089910000000000018 -0.072814999999999977 -0.040564999999999997 0.085270000000000026 -0.095304999999999987 0.084100000000000022
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=-0.00065708731574630182 0.00068413961616096129 0.00043400082164683258 -0.00048032589638785607 -0.0003608290113588884 -0.00061702602765977021 0.00051636502180921152 0.00050915320771995911 0.00012623593895229787 -0.00082486810301662862
leaf_weight=0.0010352201287682468 0.0012121273434018585 0.0018349478520516488 0.0011090368066044324 0.0014508541157483802 0.0010596129039211824 0.001133178777777044 0.00177042697445811 0.0014036503458010859 0.0012585539407788137
leaf_count=515 164 346 202 188 124 109 185 192 1096
internal_value=0 4.42446e-05 -2.45398e-05 2.98811e-05 0.000102208 -4.25726e-06 0.000112401 -7.26715e-05 -0.000323397
internal_weight=0 0.0122324 0.0103974 0.0092884 0.00783755 0.00662542 0.00556581 0.00379538 0.0026622
internal_count=3121 2606 2260 2058 1870 1706 1582 1397 1288
is_linear=0
shrinkage=0.00196078


Tree=3539
num_leaves=10
num_cat=0
split_feature=484 4 49 15 42 42 52 1 52
split_gain=0.000112022 0.000119245 6.43043e-05 6.69469e-05 0.000239343 0.000131471 9.17797e-05 0.000102455 7.78057e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 0.065470000000000014 1.0000000180025095e-35 0.083995000000000014 0.079510000000000011 -0.081429999999999989 0.095285000000000022 0.0031350000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 -2 8 -8
right_child=1 -3 -4 4 -6 -7 7 -9 -10
leaf_value=-0.00075247782956991915 0.00044210351393127731 0.00035326588973168634 0.00026633936481564491 -0.00095241363984259616 0.00016072462710527141 -0.00060102925538646598 -0.00076037190294553413 0.00032545437557374374 -3.0831584069450604e-05
leaf_weight=0.0011150157841337089 0.0014956158258952129 0.001867146664077955 0.0010961877884072607 0.0017350361957837877 0.0012983977247622686 0.0016618894816890911 0.0010948253146496568 0.0011905258854824352 0.001154968345269217
leaf_count=515 225 346 425 577 488 340 68 77 60
internal_value=0 -0.000104051 -0.000183648 -0.000234864 -0.000475958 -0.000124018 3.65878e-05 -0.000139703 -0.00038585
internal_weight=0 0.0125946 0.0107274 0.00963126 0.00303343 0.00659782 0.00493594 0.00344032 0.00224979
internal_count=3121 2606 2260 1835 1065 770 430 205 128
is_linear=0
shrinkage=0.00196078


Tree=3540
num_leaves=8
num_cat=0
split_feature=1 52 3 16 0 4 15
split_gain=3.14053e-05 6.41048e-05 0.000115104 5.71023e-05 4.67065e-05 9.83456e-05 4.60139e-05
threshold=0.10937500000000001 0.10160000000000001 0.090900000000000009 -0.071854999999999988 -0.084269999999999984 0.04735000000000001 0.035560000000000008
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -2 5 -1 -6
right_child=3 -3 -4 -5 6 -7 -8
leaf_value=-0.039212838048455323 0.0205529397178882 -0.022472024191778822 0.024163690940730478 -0.0042925876092150227 -0.010958576412530629 0.0037500803164549263 0.016856536789697323
leaf_weight=0.0010878923495463053 0.0017354620570961543 0.0014940434667473886 0.0015502399071564976 0.0019808747824620002 0.0012575997254967975 0.0010442178207738385 0.0011283628398630415
leaf_count=743 305 493 138 243 486 192 521
internal_value=0 -0.00391668 0.000651723 0.00730982 -0.0074157 -0.0181714 0.00219567
internal_weight=0 0.00756236 0.00606831 0.00371634 0.00451807 0.00213211 0.00238596
internal_count=3121 2573 2080 548 1942 935 1007
is_linear=0
shrinkage=0.1


Tree=3541
num_leaves=9
num_cat=0
split_feature=50 160 49 2 42 3 15 12
split_gain=3.03366e-05 6.74499e-05 3.98705e-05 9.66757e-05 0.000197784 7.07691e-05 4.90789e-05 9.08873e-05
threshold=0.088425000000000017 -0.085579999999999976 -0.043469999999999995 0.11389000000000002 0.084050000000000014 -0.016324999999999996 -0.037864999999999989 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 5 4 6 -3 -4 -8
right_child=-2 2 3 -5 -6 -7 7 -9
leaf_value=0.026251115247227192 -0.014514737110751966 0.029883110676878568 -0.0023689975903477445 -0.031214714419160541 -0.030116407077829463 -0.0041833220274680111 0.040440885689054046 0.0012753277411579724
leaf_weight=0.0010047587654307489 0.0013078358823603769 0.0010207414593468756 0.0013412526839473829 0.0011740349124398433 0.001498660803882515 0.0015147115111734774 0.0012292519525731126 0.0011438546343528972
leaf_count=385 560 155 294 289 626 182 160 470
internal_value=0 0.00168772 -0.00107836 -0.00529008 0.000548458 0.0095314 0.012921 0.0215628
internal_weight=0 0.00992727 0.00892251 0.00638705 0.00521302 0.00253545 0.00371436 0.00237311
internal_count=3121 2561 2176 1839 1550 337 924 630
is_linear=0
shrinkage=0.1


Tree=3542
num_leaves=8
num_cat=0
split_feature=4 151 2 2 3 3 43
split_gain=3.06709e-05 4.91669e-05 6.18171e-05 7.6667e-05 7.69243e-05 7.68583e-05 9.88382e-05
threshold=0.27287000000000006 -0.024429999999999997 0.11411 0.10672500000000001 0.088060000000000013 -0.08824499999999999 -0.074359999999999996
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=0.013720631411020987 0.012054267946948968 -0.017876929818050582 -0.026783933205931656 0.023450628535440124 -0.027110311113657515 0.032812964684077288 -0.0055695465860229115
leaf_weight=0.001572623609673131 0.0017321862364449393 0.0015324094094048791 0.0011767824117175224 0.0010104004450964517 0.001367626622511442 0.0011294018273902554 0.0016525934776435386
leaf_count=451 352 490 234 155 109 441 889
internal_value=0 -0.00242153 -0.00564746 -0.00193087 -0.0064443 0.000106631 0.0100125
internal_weight=0 0.00944184 0.00786921 0.00669243 0.00568203 0.0043144 0.002782
internal_count=3121 2769 2318 2084 1929 1820 1330
is_linear=0
shrinkage=0.1


Tree=3543
num_leaves=8
num_cat=0
split_feature=1 52 3 16 0 4 0
split_gain=2.99832e-05 5.25523e-05 0.000102895 4.84514e-05 3.84738e-05 8.73427e-05 3.72784e-05
threshold=0.10937500000000001 0.10160000000000001 0.090900000000000009 -0.071854999999999988 -0.084269999999999984 0.04735000000000001 -0.053834999999999994
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -2 5 -1 -6
right_child=3 -3 -4 -5 6 -7 -8
leaf_value=-0.03728342312989797 0.019480263307125212 -0.020749991682200583 0.022741843413338264 -0.0035512607212511982 0.013745802138338934 0.0035066924893662095 -0.011380443539250608
leaf_weight=0.001064230271648875 0.0017190148247369311 0.001468972749859244 0.0015292302246855544 0.0019490067915904682 0.0012055027836556671 0.0010359441078982312 0.0011573826863467418
leaf_count=743 305 493 138 243 784 192 223
internal_value=0 -0.00379962 0.000355653 0.00724244 -0.00731479 -0.0171631 0.00143853
internal_weight=0 0.00746126 0.00599229 0.00366802 0.00446306 0.00210017 0.00236289
internal_count=3121 2573 2080 548 1942 935 1007
is_linear=0
shrinkage=0.1


Tree=3544
num_leaves=9
num_cat=0
split_feature=15 0 47 1 1 1 15 4
split_gain=2.92108e-05 2.81424e-05 6.14454e-05 6.72747e-05 9.58162e-05 8.88827e-05 5.89187e-05 4.96901e-05
threshold=0.091650000000000023 -0.061629999999999997 0.092530000000000015 0.08592000000000001 0.11181500000000001 0.094090000000000021 -1.0000000180025095e-35 -0.42529999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -3 -8
right_child=-2 6 -4 4 -6 -7 7 -9
leaf_value=-0.017346088439695061 -0.015289134614719958 0.026168199207343923 -0.020280397411116324 0.0039291859091824402 -0.013983233380809834 0.040954899284708413 -0.016469255943505196 0.013832843550400925
leaf_weight=0.0012333025014588939 0.0011426586965365771 0.0012561277641752605 0.0014666548178469876 0.0014785115897429785 0.0011943207273394738 0.0011547099638406499 0.0010639048141497355 0.0011013770424429655
leaf_count=1256 497 267 268 235 198 164 163 73
internal_value=0 0.0015928 -0.00225774 0.0029653 0.00951 0.0201656 0.00893902 -0.001056
internal_weight=0 0.00994891 0.0065275 0.00506084 0.00382754 0.00263322 0.00342141 0.00216528
internal_count=3121 2624 2121 1853 597 399 503 236
is_linear=0
shrinkage=0.1


Tree=3545
num_leaves=10
num_cat=0
split_feature=484 15 15 15 42 3 0 48 3
split_gain=0.000143653 0.000126427 0.000103069 9.13428e-05 0.000264828 0.000128745 0.000110479 0.000171527 0.00011006
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.11713499999999999 1.0000000180025095e-35 0.083995000000000014 -0.13309499999999996 -0.10151999999999999 0.086260000000000017 1.0000000180025095e-35
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=-0.00068911692577966065 0.00071416062804097766 -0.00058317276775524845 0.00078749369428751529 -0.00069840078110114845 0.00044148074871302052 0.00074973733412738721 -0.00053936350889216003 -0.00020463528101335608 0.00015563017100440001
leaf_weight=0.0010992904359619299 0.0010131792216434782 0.0010860879789208492 0.0011026892670679992 0.0018895907842535653 0.001338834155975938 0.0016942682764507092 0.0016586961704538319 0.0012643313270752632 0.001856635754662328
leaf_count=515 232 185 138 588 493 140 640 84 106
internal_value=0 4.92682e-05 -7.3837e-06 5.04927e-05 -0.00022569 0.000168175 6.2688e-05 0.000341895 -0.0001723
internal_weight=0 0.0129043 0.0118911 0.010805 0.00322842 0.00757662 0.00647393 0.0029586 0.00351533
internal_count=3121 2606 2374 2189 1081 1108 970 224 746
is_linear=0
shrinkage=0.00196078


Tree=3546
num_leaves=10
num_cat=0
split_feature=484 1 52 0 43 0 0 49 2
split_gain=0.000152003 9.14248e-05 7.61248e-05 0.000105916 9.06917e-05 8.04902e-05 9.2112e-05 8.84429e-05 8.89735e-05
threshold=-1.0000000180025095e-35 0.13559000000000002 0.11434500000000002 -0.062294999999999996 -0.09002499999999998 -0.10607499999999999 -0.084269999999999984 -0.043469999999999995 0.11215000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 7 -7 -2 -9
right_child=1 -3 -4 4 -6 6 -8 8 -10
leaf_value=-0.00072079214263834216 0.00041165893588828708 0.00061171579658556127 -0.00045154159794036049 -0.00011350552717139274 0.00060668060681171368 -0.0007891435096077042 -2.2370289475745726e-05 0.00014124601669843052 -0.00058810392771295439
leaf_weight=0.0010702136044062867 0.0018258855548025921 0.0010203665618830808 0.0012792831506304144 0.0010140788415400337 0.0019944122479297463 0.0010849266588725769 0.0013541528743329916 0.0016241049413445599 0.0010645630482919582
leaf_count=515 135 176 377 64 303 568 735 172 76
internal_value=0 4.97402e-05 -1.26948e-06 5.65521e-05 0.000363926 -7.64333e-05 -0.000363439 7.86272e-05 -0.000147536
internal_weight=0 0.0122618 0.0112414 0.00996212 0.00300849 0.00695363 0.00243908 0.00451455 0.00268867
internal_count=3121 2606 2430 2053 367 1686 1303 383 248
is_linear=0
shrinkage=0.00196078


Tree=3547
num_leaves=8
num_cat=0
split_feature=13 39 50 3 0 4 49
split_gain=2.89449e-05 4.99697e-05 5.55953e-05 6.56831e-05 0.000143131 0.000169909 0.000228391
threshold=-0.23438999999999996 0.085220000000000004 0.088425000000000017 -0.12018999999999998 -0.10096999999999999 0.25615500000000008 -0.006494999999999999
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=0.013100072450597992 0.014553686735532274 0.017769361868902163 -0.025535607690098973 -0.0066044454745405705 -0.029508614953513774 -0.030696258916826098 0.052697663803707266
leaf_weight=0.0014372605492828207 0.0018842465922508395 0.0011189106441720975 0.0011142246450060083 0.0015992582209755687 0.0018799047353498144 0.0010055440690147147 0.0010934944295988504
leaf_count=169 287 298 513 98 1548 108 100
internal_value=0 -0.00210661 -0.00469962 -0.00158858 -0.00704124 0.0043793 0.0174774
internal_weight=0 0.00969558 0.00857667 0.00746245 0.0055782 0.0036983 0.00269275
internal_count=3121 2952 2654 2141 1854 306 198
is_linear=0
shrinkage=0.1


Tree=3548
num_leaves=10
num_cat=0
split_feature=484 4 150 49 12 47 13 15 1
split_gain=0.000123365 7.80055e-05 6.67219e-05 8.0385e-05 8.62402e-05 8.54947e-05 0.00012946 7.90113e-05 5.73606e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 0.089910000000000018 -0.072814999999999977 -0.040564999999999997 0.085270000000000026 0.0015850000000000003 -0.07490999999999999 0.080585000000000004
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 8 -7 -6
right_child=1 -3 -4 4 5 7 -8 -9 -10
leaf_value=-0.00066320161794943542 0.00046678054761382161 0.00040712866228225728 -0.00040781046283011645 -0.00055555126745882358 0.00029985571049398073 -1.185688829358482e-05 -0.00072745544004771713 0.00075004731611788957 -0.00021184861393544295
leaf_weight=0.0010343650588416674 0.0014232894181475412 0.0019008959205470835 0.0014972345025845825 0.0010750105787561536 0.0018906591929082877 0.0010432030513010324 0.0010096088313880126 0.0010500063410243581 0.0015188446825548374
leaf_count=515 177 346 197 124 839 136 348 83 356
internal_value=0 4.16127e-05 -2.451e-05 3.91804e-05 -4.10321e-05 4.39013e-05 -0.00011072 0.000370333 7.19048e-05
internal_weight=0 0.0124088 0.0105079 0.00901062 0.00758733 0.00651232 0.00441911 0.00209321 0.0034095
internal_count=3121 2606 2260 2063 1886 1762 1543 219 1195
is_linear=0
shrinkage=0.00196078


Tree=3549
num_leaves=12
num_cat=0
split_feature=484 15 51 16 133 4 2 2 160 43 160
split_gain=0.000138531 0.000118249 8.52923e-05 8.46123e-05 0.000129625 0.000183327 0.000128427 7.95111e-05 7.38868e-05 0.000100167 6.78948e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 0.081440000000000026 -0.014034999999999997 0.083950000000000011 0.24564500000000003 0.10644500000000001 0.081685000000000021 -0.063384999999999983 -0.074359999999999996 0.083670000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 7 8 -3 -5 -10 -4
right_child=1 2 10 6 -6 -7 -8 -9 9 -11 -12
leaf_value=-0.0007068403523445172 0.0006761288257637148 -0.0004600193736660047 0.00064826205813557115 0.00034012950325473806 0.00032544639613768631 4.4083198718505218e-05 0.00061678451903434566 -0.0012306459010819279 2.2865696181738298e-05 -0.0007560108952507726 -4.4882202092423405e-05
leaf_weight=0.0010414814858786857 0.0010233421712466792 0.0010248180456150463 0.0011862702445197921 0.0010356574423592752 0.0010298646094022137 0.0015597398790882758 0.0012732380754639405 0.0010342395311786368 0.0016518978017015366 0.0010310290105767137 0.0010024191086914769
leaf_count=515 232 209 295 240 347 150 199 503 217 154 60
internal_value=0 3.66865e-05 -1.86317e-05 -9.79641e-05 -0.000288318 -0.000462988 7.93045e-05 -0.000847096 -0.000104728 -0.000276451 0.000330802
internal_weight=0 0.0128525 0.0118292 0.00964048 0.00464866 0.0036188 0.00499182 0.00205906 0.00371858 0.00268293 0.00218869
internal_count=3121 2606 2374 2019 1209 862 810 712 611 371 355
is_linear=0
shrinkage=0.00196078


Tree=3550
num_leaves=10
num_cat=0
split_feature=484 4 150 156 12 1 12 2 2
split_gain=9.36198e-05 6.62609e-05 6.65196e-05 7.3608e-05 0.000116329 0.000146443 0.000104095 0.000123825 5.07412e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 0.089910000000000018 0.08426500000000002 -0.040564999999999997 0.12873500000000002 0.098810000000000023 0.086590000000000014 0.092365000000000017
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 -6 -9
right_child=1 -3 -4 -5 5 -7 -8 8 -10
leaf_value=-0.00057351504047436586 -0.00047967470059191275 0.00037932803787624311 -0.00040605441822501157 -0.00044923215840436009 -0.0001489987551276367 0.00087928509583050612 -0.0003643119899206547 0.0008329399093030648 0.00027173205653889125
leaf_weight=0.0010403746895536964 0.0011261218683047041 0.0018670244700339815 0.0014852968189019372 0.00104084354271215 0.0018718848108529099 0.0010370210475798558 0.0015072058604478928 0.0010998617839257695 0.0014179290499101403
leaf_count=515 176 346 197 245 700 38 280 317 307
internal_value=0 3.87533e-05 -2.1312e-05 4.14794e-05 0.000104848 0.000199779 8.02821e-05 0.000232935 0.000516888
internal_weight=0 0.0124532 0.0105862 0.00910087 0.00806002 0.0069339 0.00589688 0.00438968 0.00251779
internal_count=3121 2606 2260 2063 1818 1642 1604 1324 624
is_linear=0
shrinkage=0.00196078


Tree=3551
num_leaves=10
num_cat=0
split_feature=484 4 150 51 16 0 160 13 0
split_gain=0.000131774 7.19894e-05 6.63685e-05 8.70784e-05 7.80795e-05 0.000171583 7.32638e-05 7.12734e-05 6.5105e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 0.089910000000000018 0.081440000000000026 -0.014034999999999997 -0.11437499999999999 -0.072114999999999985 -0.076599999999999988 -0.083914999999999976
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -6 -8 -7
right_child=1 -3 -4 -5 6 8 7 -9 -10
leaf_value=-0.00068511478279694696 -0.00089911693392815035 0.00040587495385912669 -0.00040090167187581784 0.00053028795922711175 0.00056866452004345348 0.00034498858008572279 0.00037373443404257518 -0.00023452069287164512 -0.00031665115782849456
leaf_weight=0.0010199263996476344 0.0010750171076485239 0.0018407748064809036 0.0014697989009307957 0.0012429162818246341 0.0011540477290997754 0.0012780476466030741 0.0011791705985637994 0.0019916198904277845 0.0010346885040548497
leaf_count=515 97 346 197 304 186 430 131 382 533
internal_value=0 4.8392e-05 -1.4728e-05 4.86517e-05 -2.8966e-05 -0.000251875 0.000145644 -8.31951e-06 4.89794e-05
internal_weight=0 0.0122661 0.0104253 0.00895551 0.00771259 0.00338775 0.00432484 0.00317079 0.00231274
internal_count=3121 2606 2260 2063 1759 1060 699 513 963
is_linear=0
shrinkage=0.00196078


Tree=3552
num_leaves=10
num_cat=0
split_feature=484 4 150 51 0 4 133 1 3
split_gain=0.000102775 7.78809e-05 6.38749e-05 8.48545e-05 0.000108151 9.28897e-05 8.60063e-05 0.000154113 6.95079e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 0.089910000000000018 0.081440000000000026 -0.060129999999999996 -0.49013999999999996 0.076280000000000014 0.095285000000000022 -0.10023499999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 7 -2 -7
right_child=1 -3 -4 -5 5 8 -8 -9 -10
leaf_value=-0.0006006150783822912 -0.00085989117881803351 0.00041027676641120533 -0.00040187483273926424 0.00050835203388703706 -0.00028803609301728352 0.00079890604155924286 0.00023631933267225576 1.016496818444129e-05 0.00014447828841491483
leaf_weight=0.0010346428706219648 0.0015324522288871142 0.0018796552085356142 0.0014717242442292338 0.001270791129226634 0.001032588265717145 0.0010425641620450676 0.0010355832176327379 0.0015998572930760874 0.0015541371782276359
leaf_count=515 814 346 197 304 118 52 493 137 145
internal_value=0 4.2596e-05 -2.29764e-05 3.85185e-05 -3.80553e-05 0.000209415 -0.000253546 -0.000415502 0.000407228
internal_weight=0 0.0124194 0.0105397 0.00906797 0.00779718 0.00362929 0.00416789 0.00313231 0.0025967
internal_count=3121 2606 2260 2063 1759 315 1444 951 197
is_linear=0
shrinkage=0.00196078


Tree=3553
num_leaves=10
num_cat=0
split_feature=484 12 156 43 151 4 48 0 1
split_gain=0.000101537 8.17226e-05 8.15224e-05 8.91336e-05 0.000101808 0.000136024 0.00017267 0.000159948 0.000108215
threshold=-1.0000000180025095e-35 0.11650500000000001 0.085790000000000019 -0.14968999999999996 -0.0083949999999999979 0.071150000000000005 0.091220000000000009 -0.083914999999999976 0.11146500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 -6 -7
right_child=1 -3 -4 4 5 8 -8 -9 -10
leaf_value=-0.00059539917851137185 0.00050819387038074024 -0.00050681300526915453 -0.00037515963654431261 -0.00036206440854174465 0.00018745776437466719 0.00010172654959306231 0.00068337118063618331 -0.00064838174201103135 0.00098471762634173214
leaf_weight=0.0010814225269391358 0.0019871674687306452 0.0010045077138909298 0.0013645777989889059 0.001834907525556987 0.0017304552670132276 0.0010131832733091331 0.0010060181558681491 0.0017914873381612811 0.0011273986982037612
leaf_count=515 172 120 363 303 477 129 126 731 185
internal_value=0 3.01733e-05 7.56729e-05 0.000134315 4.6944e-05 0.000159486 -3.30605e-05 -0.000237704 0.000566779
internal_weight=0 0.0128597 0.0118552 0.0104906 0.00850345 0.00666854 0.00452796 0.00352194 0.00214058
internal_count=3121 2606 2486 2123 1951 1648 1334 1208 314
is_linear=0
shrinkage=0.00196078


Tree=3554
num_leaves=10
num_cat=0
split_feature=484 42 133 133 43 15 0 2 151
split_gain=0.000186685 0.000135548 0.000145686 0.000155038 0.000167461 0.000175653 0.000131619 0.00011065 0.000176047
threshold=-0.0068949999999999992 -0.11466499999999999 0.10622000000000002 0.083950000000000011 -0.088004999999999986 -0.022504999999999997 -0.084144999999999984 0.089885000000000007 -0.0083949999999999979
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 7 -7 -6 -9
right_child=1 2 -4 -5 5 6 -8 8 -10
leaf_value=-0.00095171418387182195 -0.00077940611832539208 0.00048000862464096051 -0.00075128261372396036 0.00064807703862197644 -0.00029810601839014257 -0.00015969025842775471 -0.00092740490393326922 -0.00037117289944462015 0.00063552259521185454
leaf_weight=0.0010572142999686522 0.0010328669946187271 0.0018159659713820964 0.0010194653909182229 0.0013438317130014905 0.0020024037118291332 0.001847370815803109 0.001604082390669312 0.0010057347611440309 0.0019880695875342373
leaf_count=503 151 223 356 389 271 340 504 97 287
internal_value=0 -9.64694e-05 -4.0606e-05 2.18117e-05 -6.01862e-05 -0.00017631 -0.00051649 5.86911e-05 0.000297335
internal_weight=0 0.0136598 0.0126269 0.0116075 0.0102636 0.00844766 0.00345145 0.00499621 0.0029938
internal_count=3121 2618 2467 2111 1722 1499 844 655 384
is_linear=0
shrinkage=0.00196078


Tree=3555
num_leaves=8
num_cat=0
split_feature=42 43 16 2 151 2 3
split_gain=2.99474e-05 5.76719e-05 5.91353e-05 5.76376e-05 0.000100573 8.64289e-05 8.61747e-05
threshold=-0.095859999999999987 -0.17390999999999998 0.22339500000000004 0.089885000000000007 -0.0083949999999999979 0.11215000000000001 -0.078934999999999991
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 6 -5 -6 -3
right_child=1 2 -4 4 5 -7 -8
leaf_value=-0.016408007291526437 0.023173126079562026 -0.031272529158807648 -0.019270703448046399 -0.013632348048977151 0.033358679967008885 0.0017412928842905921 0.0046049116922532831
leaf_weight=0.0010495233601808722 0.001081295860437149 0.001078131456933916 0.0015190581400009321 0.0014059160349347167 0.0017894509744927659 0.001672812608622522 0.0017662581452370543
leaf_count=241 125 954 381 221 481 284 434
internal_value=0 0.0013228 -0.00123652 0.00231547 0.00892339 0.0180826 -0.008994
internal_weight=0 0.0103129 0.00923163 0.00771257 0.00486818 0.00346226 0.00284439
internal_count=3121 2880 2755 2374 986 765 1388
is_linear=0
shrinkage=0.1


Tree=3556
num_leaves=9
num_cat=0
split_feature=1 457 4 4 15 13 12 47
split_gain=3.3884e-05 7.91014e-05 0.000106865 6.0883e-05 5.76439e-05 4.71412e-05 2.53441e-05 8.08869e-06
threshold=0.111945 0.078435000000000019 -0.0029599999999999995 0.24564500000000003 -0.10091499999999999 -0.084034999999999985 0.051320000000000005 0.091210000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 5 7 -4 -1 -7 -2
right_child=3 -3 4 -5 -6 6 -8 -9
leaf_value=0.015020618564531567 -0.0087023923736694129 0.017474513670135375 -0.0097790779286157006 0.025022218802629143 -0.039854710287248969 0.0032273521978579017 -0.017516270256291169 0.0037621407204525233
leaf_weight=0.0015974411533867462 0.0010504107627900832 0.0014254522655679537 0.0013023203288420706 0.0013051379830519854 0.0012479208133197178 0.0011681107326675917 0.0011880189445340266 0.0010322536243902447
leaf_count=466 119 224 209 276 426 171 1128 102
internal_value=0 -0.00386002 -0.00853595 0.00808779 -0.0244961 0.00175912 -0.0072321 -0.00252446
internal_weight=0 0.00792926 0.00650381 0.0033878 0.00255024 0.00395357 0.00235613 0.00208266
internal_count=3121 2624 2400 497 635 1765 1299 221
is_linear=0
shrinkage=0.1


Tree=3557
num_leaves=10
num_cat=0
split_feature=484 4 150 49 12 42 12 52 2
split_gain=0.00011836 7.78097e-05 6.08764e-05 8.96402e-05 0.00010838 9.50473e-05 0.000131409 0.000161109 0.000104789
threshold=-1.0000000180025095e-35 0.27044500000000005 0.089910000000000018 -0.072814999999999977 -0.040564999999999997 -0.090219999999999981 0.095330000000000012 -0.0064899999999999992 0.083995000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 7 -7 -9
right_child=1 -3 -4 4 5 6 -8 8 -10
leaf_value=-0.00064560873160509626 0.0004829642564770198 0.00040523313678832688 -0.0003900773391196054 -0.00062262679389890271 0.00060042386018922865 -0.000555544827860085 -0.00055724834965654253 -9.4962737955073693e-05 0.00064385611035810855
leaf_weight=0.0010485023460477657 0.001445776202520236 0.001903746774951442 0.0015086297527959818 0.0010878227762157544 0.0010052866059476074 0.0010044733393638023 0.0014710507851629423 0.0012286452027189328 0.0018485076173997924
leaf_count=515 177 346 197 124 261 285 403 291 522
internal_value=0 4.02477e-05 -2.53021e-05 3.52278e-05 -4.94367e-05 4.5643e-05 -5.47976e-05 0.00012629 0.000348861
internal_weight=0 0.0125039 0.0106002 0.00909156 0.00764579 0.00655796 0.00555268 0.00408163 0.00307715
internal_count=3121 2606 2260 2063 1886 1762 1501 1098 813
is_linear=0
shrinkage=0.00196078


Tree=3558
num_leaves=8
num_cat=0
split_feature=1 15 13 3 52 3 0
split_gain=2.79264e-05 5.07197e-05 4.84043e-05 6.13118e-05 4.52578e-05 5.7695e-05 6.09197e-05
threshold=0.10937500000000001 0.090615000000000015 -0.061684999999999997 0.11296500000000002 0.084960000000000022 0.090900000000000009 -0.084269999999999984
decision_type=2 2 2 2 2 2 2
left_child=1 4 -2 -4 5 6 -1
right_child=2 -3 3 -5 -6 -7 -8
leaf_value=-0.014238674588358799 0.023202042047397634 -0.024653130213855515 0.01390452498288643 -0.017265127133497822 -0.013742401560870691 0.02283377083841898 0.012539450785010849
leaf_weight=0.0018714338912617062 0.0012152689740226926 0.0010071259616846757 0.0013124294956196074 0.0012155754330303026 0.0018631036037269171 0.0012751042750296926 0.0015558855425473821
leaf_count=710 296 520 191 61 597 116 630
internal_value=0 -0.00375742 0.0068011 -0.00108321 -0.000552106 0.0046739 -0.00208232
internal_weight=0 0.00757265 0.00374327 0.002528 0.00656553 0.00470242 0.00342732
internal_count=3121 2573 548 252 2053 1456 1340
is_linear=0
shrinkage=0.1


Tree=3559
num_leaves=11
num_cat=0
split_feature=484 4 150 156 12 1 12 52 3 0
split_gain=0.000137681 9.43467e-05 7.49812e-05 8.33769e-05 0.000121749 0.000126265 0.000110284 0.000105017 5.36646e-05 7.1022e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 0.089910000000000018 0.08426500000000002 -0.040564999999999997 0.12873500000000002 0.10645 -0.081429999999999989 -0.08824499999999999 -0.10096999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 -6 -9 -10
right_child=1 -3 -4 -5 5 -7 -8 8 9 -11
leaf_value=-0.00068457370438483405 -0.00048780603611589361 0.00045078250946005866 -0.00043040020227527666 -0.00047548683061030174 0.00076047523186054795 0.00083488582317180714 -0.00049125106818078768 -0.0002541907145098558 0.00058940432107589447 -7.1734560299988184e-05
leaf_weight=0.0010657397575878731 0.0011225930423970623 0.0019097665204047482 0.0014902098097211462 0.0010514888427220195 0.0010741036255000856 0.0010492563545625444 0.0010155380680534438 0.0013154404834158366 0.0011642460826067715 0.0013479649646925525
leaf_count=515 176 346 197 245 255 38 167 321 85 776
internal_value=0 4.9521e-05 -2.25632e-05 4.3927e-05 0.000111444 0.000208008 9.68497e-05 0.000218692 6.66579e-05 0.00023466
internal_weight=0 0.0125406 0.0106308 0.00914063 0.00808914 0.00696655 0.00591729 0.00490176 0.00382765 0.00251221
internal_count=3121 2606 2260 2063 1818 1642 1604 1437 1182 861
is_linear=0
shrinkage=0.00196078


Tree=3560
num_leaves=9
num_cat=0
split_feature=42 160 16 52 49 16 15 3
split_gain=2.77312e-05 5.01252e-05 0.000143518 8.4604e-05 9.67891e-05 7.28525e-05 0.000111864 3.89634e-05
threshold=-0.0060199999999999993 -1.0000000180025095e-35 -0.008904999999999998 0.10744000000000002 -0.043469999999999995 0.16703000000000004 -0.055554999999999993 0.088060000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 7 6 -6 -3
right_child=1 3 -4 -5 5 -7 -8 -9
leaf_value=-0.011481497146690101 -0.038988156622719414 0.033149435782227753 0.012184312855823319 0.032643712555389393 -0.017931165661145523 -0.030396344539978207 0.019606152372608758 0.005635442974941232
leaf_weight=0.001838513907192074 0.0010114701944477372 0.001025993898467587 0.0011962670384688225 0.0010202669787536403 0.0016314941085438725 0.0010186946751964687 0.0015463824752413218 0.0010328081018933927
leaf_count=846 481 171 348 141 290 269 487 88
internal_value=0 0.00193776 -0.0112602 0.00594259 0.00158758 -0.007125 0.000334821 0.0193469
internal_weight=0 0.00948338 0.00220774 0.00727564 0.00625537 0.00419657 0.00317788 0.0020588
internal_count=3121 2275 829 1446 1305 1046 777 259
is_linear=0
shrinkage=0.1


Tree=3561
num_leaves=12
num_cat=0
split_feature=484 15 15 49 3 15 52 4 2 12 49
split_gain=0.000146861 0.000103563 0.000106552 8.68445e-05 8.2127e-05 0.000152642 0.000127341 0.000112002 0.000148493 0.000107675 3.24423e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.11713499999999999 0.055245000000000009 0.088060000000000013 -0.094549999999999981 -0.081429999999999989 0.071150000000000005 0.096540000000000015 0.088615000000000013 -0.020744999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -6 8 9 -7 -8
right_child=1 2 3 -5 6 7 10 -9 -10 -11 -12
leaf_value=-0.00069838059040901244 0.00065551226886614541 -0.00058466170615954988 0.00082807329444088218 0.00059161152312740915 0.0002772061485940965 -7.7133217320244829e-05 -0.00028323921570642436 0.00054003947534958096 0.00038323083014174427 -0.00083363395095428533 -0.00075861976389902616
leaf_weight=0.0010938523460578579 0.0010012506269723295 0.001092681755522699 0.0010132794030830068 0.0010572394942018953 0.0011616505158782153 0.0017443723314958099 0.0010863443627982805 0.0011677652885658087 0.0014005666066601984 0.0012358555745879201 0.0011219701826172823
leaf_count=515 232 185 69 330 72 623 79 104 286 584 42
internal_value=0 4.95132e-05 -7.07885e-07 5.73568e-05 4.85475e-07 0.000128264 -0.000248319 4.64885e-07 -0.000143367 -0.000390843 -0.000524764
internal_weight=0 0.013083 0.0120817 0.010989 0.0099318 0.00656184 0.00336997 0.00554856 0.00438079 0.00298023 0.00220831
internal_count=3121 2606 2374 2189 1859 1666 193 1597 1493 1207 121
is_linear=0
shrinkage=0.00196078


Tree=3562
num_leaves=9
num_cat=0
split_feature=4 151 0 47 13 43 16 4
split_gain=2.99956e-05 4.79311e-05 7.16988e-05 8.84775e-05 0.000119429 0.000106543 7.03691e-05 3.1135e-05
threshold=0.27287000000000006 -0.024429999999999997 -0.11756999999999999 0.092165000000000011 -0.076384999999999995 -0.12152999999999999 -0.092484999999999984 -0.083854999999999985
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 6 4 7 -6 -3 -4
right_child=-2 2 3 -5 5 -7 -8 -9
leaf_value=0.013359266015067107 0.011800957167507188 -0.040030434222196404 0.02196443436523211 0.020634110980984468 -0.0022086079617019147 -0.046126303165331367 -0.0031588073513179474 -0.0021901033420294032
leaf_weight=0.0016009834787634814 0.0017533750370968297 0.0010360926742262362 0.0010422196479974999 0.0015386526010460564 0.0011362822092121315 0.0010749737185020718 0.0010343232033162937 0.0010935938306280914
leaf_count=451 352 120 96 204 184 965 125 624
internal_value=0 -0.00242785 -0.00560463 2.56968e-05 -0.00726869 -0.0235586 -0.0216104 0.00959666
internal_weight=0 0.00955712 0.00795614 0.00588572 0.00434707 0.00221126 0.00207042 0.00213581
internal_count=3121 2769 2318 2073 1869 1149 245 720
is_linear=0
shrinkage=0.1


Tree=3563
num_leaves=12
num_cat=0
split_feature=484 15 1 15 52 13 3 0 0 0 16
split_gain=0.000129794 0.000102917 7.11166e-05 0.000102534 0.000114278 9.59624e-05 8.9919e-05 0.000117974 0.000183551 5.9585e-05 5.79822e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 0.13559000000000002 -0.11713499999999999 0.11434500000000002 -0.094514999999999988 0.088060000000000013 -0.10607499999999999 -0.077999999999999986 -0.084269999999999984 0.15273500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 9 7 -7 -9 -5 -10
right_child=1 2 -4 4 -6 6 -8 8 10 -11 -12
leaf_value=-0.00065449837903480495 0.00064123665417249926 -0.00063982301451158971 0.00048672204784589313 0.00010555564495752893 -0.00060442999562369457 0.00062892575856336285 -0.00044228646282159763 -0.00066837981060034355 0.00051400761893307355 0.00074802159965951494 -7.8407939804665835e-05
leaf_weight=0.0011061385766034477 0.0010257541182944968 0.0010338111385280102 0.0010300439123556151 0.0010852267671797589 0.0010446121053878888 0.0011983750575356202 0.0015963794415558008 0.0013206541611708224 0.0013362902623380334 0.0011359496725107431 0.0012106538815558805
leaf_count=515 232 178 65 122 319 127 113 861 311 41 237
internal_value=0 4.51218e-05 -5.86787e-06 -5.21543e-05 9.03932e-06 8.1177e-05 -3.64928e-05 9.138e-05 -7.51785e-05 0.000434124 0.000232411
internal_weight=0 0.0130178 0.011992 0.010962 0.00992814 0.00888353 0.00666235 0.00506597 0.0038676 0.00222118 0.00254694
internal_count=3121 2606 2374 2309 2131 1812 1649 1536 1409 163 548
is_linear=0
shrinkage=0.00196078


Tree=3564
num_leaves=11
num_cat=0
split_feature=484 42 43 15 131 13 16 16 133 49
split_gain=0.000115591 9.38631e-05 9.63178e-05 0.00010029 0.000112451 0.000102271 0.000152499 0.000229304 0.000133558 0.00012852
threshold=-1.0000000180025095e-35 -0.11051499999999999 -0.17390999999999998 -0.15026499999999995 0.077555000000000027 -0.076384999999999995 0.064860000000000015 -0.16075999999999999 0.083950000000000011 -0.009244999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 8 7 -7 -5 -9
right_child=1 2 3 4 -6 6 -8 9 -10 -11
leaf_value=-0.00062747939466651129 -0.00053726563176152459 0.00056219590065584475 0.00050431291489046323 -3.2957033494722041e-05 -0.00061946980248510863 -0.00069425383929720707 -0.00077551857396601382 -7.3545743173928716e-05 0.00079501009597089222 0.00078233832733508107
leaf_weight=0.0010838120904676065 0.0010042160915162178 0.0014419787544586995 0.0014361175071316958 0.0018066557359520199 0.0011746210556534157 0.0011410847346774019 0.0011349048825114172 0.0013495504331391729 0.0012795251732787428 0.0013485711978598548
leaf_count=515 157 127 310 416 357 94 235 106 276 528
internal_value=0 3.87956e-05 8.65533e-05 2.22796e-05 -5.26812e-05 2.99166e-05 -0.000144057 4.26085e-05 0.000310317 0.000354241
internal_weight=0 0.0131172 0.012113 0.010671 0.00923491 0.00806029 0.00497411 0.00383921 0.00308618 0.00269812
internal_count=3121 2606 2449 2322 2012 1655 963 728 692 634
is_linear=0
shrinkage=0.00196078


Tree=3565
num_leaves=10
num_cat=0
split_feature=42 40 47 50 4 51 0 48 43
split_gain=2.70427e-05 5.84194e-05 6.75249e-05 7.93029e-05 9.12118e-05 7.61147e-05 6.3378e-05 0.000201339 0.000128857
threshold=-0.095859999999999987 -0.013874999999999998 0.10904500000000002 0.07826000000000001 0.24564500000000003 -0.031924999999999995 -0.10096999999999999 0.085325000000000012 -0.084004999999999982
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=-0.015565713324709069 0.021962246613216566 -0.023534983127889233 -0.02586368693961499 -0.023396923298216979 0.029690667094636938 0.048511426430285387 0.020214100503119024 -0.011978369641471 -0.026178843123975417
leaf_weight=0.0010427187644967929 0.0012114765141619461 0.0010972868979200094 0.0010047921846668773 0.0010954404105179049 0.0012780691850224771 0.0010924400517461547 0.0010842619090876916 0.0011086975655940912 0.0013368739927581408
leaf_count=241 295 403 147 494 232 101 252 79 877
internal_value=0 0.00133338 -0.00141357 0.00162203 0.0055386 0.000141684 0.00576232 0.0180431 -0.0054026
internal_weight=0 0.0103093 0.00909786 0.00809307 0.00699763 0.00571956 0.00462227 0.00220114 0.00242114
internal_count=3121 2880 2585 2438 1944 1712 1309 180 1129
is_linear=0
shrinkage=0.1


Tree=3566
num_leaves=11
num_cat=0
split_feature=484 15 51 15 457 49 0 16 3 1
split_gain=0.000162173 0.000107382 7.48435e-05 6.72347e-05 7.13884e-05 7.90904e-05 9.86126e-05 7.90803e-05 0.000118771 5.03453e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 0.11144500000000002 -0.095869999999999983 0.087995000000000004 -0.006494999999999999 -0.10096999999999999 0.38525000000000004 -0.083924999999999986 0.10752500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 9 5 -5 -7 8 -8 -3
right_child=1 2 -4 4 -6 6 7 -9 -10 -11
leaf_value=-0.00074720651864270586 0.00065814748558853801 -0.0006339067485554295 0.00051204563966217689 -0.00039174231415542448 0.0005019700781316096 0.00063563374721260519 0.0001598934715019514 0.00030211371035104726 -0.0006093895272177611 -4.2643869418045185e-05
leaf_weight=0.0010543596971402695 0.001035486592243528 0.0011610367806235136 0.0010040526719579642 0.0018298075904840871 0.0010809291400115861 0.0010009125082590152 0.0015323443559462704 0.0016708810328546399 0.0015542390787143491 0.0010584211605877414
leaf_count=515 232 240 148 299 117 108 512 219 677 54
internal_value=0 5.2534e-05 -1.9657e-07 -4.74312e-05 3.05297e-05 -3.66265e-05 7.62167e-05 -4.14778e-05 -0.000227476 -0.000351944
internal_weight=0 0.0129281 0.0118926 0.0108886 0.00866911 0.00758818 0.00575838 0.00475746 0.00308658 0.00221946
internal_count=3121 2606 2374 2226 1932 1815 1516 1408 1189 294
is_linear=0
shrinkage=0.00196078


Tree=3567
num_leaves=11
num_cat=0
split_feature=484 1 52 160 42 42 160 13 2 4
split_gain=0.000141636 6.92537e-05 6.86652e-05 9.41057e-05 7.7468e-05 8.63838e-05 5.91121e-05 5.52802e-05 5.62726e-05 3.07323e-05
threshold=-1.0000000180025095e-35 0.13559000000000002 -0.081429999999999989 0.081905000000000019 0.091545000000000015 0.08623500000000002 0.079055000000000014 -0.0044799999999999987 0.080205000000000012 0.065520000000000009
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 5 7 -2 -4 -9 -10
right_child=1 -3 3 -5 -6 -7 -8 8 9 -11
leaf_value=-0.00071682528480417908 3.8569547850539764e-05 0.00052992478151394273 -0.00029663301335695078 -0.00065138107802269912 -0.00047993053556336031 0.00057605801656570601 0.00063571778370831705 0.00048936159865755648 0.00015552702610115886 -0.00030068458153566631
leaf_weight=0.0010330483509463769 0.0016593190501957627 0.0010141105617907159 0.0019424812279703794 0.0010154595946056701 0.0011674398527565634 0.0010757645040676677 0.0010348081360317292 0.0010729630441101462 0.0012301219701658364 0.0010542375732675753
leaf_count=515 439 176 544 121 410 270 170 97 284 95
internal_value=0 3.91626e-05 -5.06605e-06 -9.10036e-05 -1.55641e-05 6.94667e-05 0.000267933 -3.33622e-05 0.000118961 -5.50158e-05
internal_weight=0 0.0122667 0.0112526 0.00855847 0.00754301 0.00637557 0.00269413 0.0052998 0.00335732 0.00228436
internal_count=3121 2606 2430 1821 1700 1290 609 1020 476 379
is_linear=0
shrinkage=0.00196078


Tree=3568
num_leaves=12
num_cat=0
split_feature=484 15 15 49 3 15 4 2 4 42 13
split_gain=0.00016345 9.83033e-05 7.47479e-05 9.26382e-05 8.1492e-05 0.000151577 0.000145452 0.000142174 0.000109515 0.000153077 9.35701e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.11713499999999999 0.0093850000000000027 0.088060000000000013 -0.094549999999999981 0.033845000000000007 0.10672500000000001 0.071150000000000005 0.086325000000000013 -0.0034749999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 7 -6 9 10 -7
right_child=1 2 3 -5 6 8 -8 -9 -10 -11 -12
leaf_value=-0.00074263244265816285 0.00062774095169753491 -0.00049025970590354812 0.00081507973252268608 0.00059943546548433179 -0.00040826449426721513 0.00045833583273045369 -0.00082110461875538896 0.00058188704387692174 0.00052964390308887072 -0.00067851015540086634 -0.0002459504603586235
leaf_weight=0.001084309390373195 0.0010406751950112489 0.0010892666463376563 0.0010131142670122472 0.001059242304642904 0.0012482595217571946 0.0014483124990895494 0.0011570976362333396 0.0010075817627974715 0.0011416180140451588 0.0014283147773213531 0.0014527636781394657
leaf_count=515 232 185 67 340 77 482 58 57 104 618 386
internal_value=0 4.95618e-05 -3.89866e-07 4.83126e-05 -1.06719e-05 0.000118412 -0.000255914 3.39912e-05 -1.05957e-05 -0.000153052 0.000105652
internal_weight=0 0.0130862 0.0120456 0.0109563 0.00989706 0.00648412 0.00341294 0.00225584 0.00547101 0.00432939 0.00290108
internal_count=3121 2606 2374 2189 1849 1657 192 134 1590 1486 868
is_linear=0
shrinkage=0.00196078


Tree=3569
num_leaves=10
num_cat=0
split_feature=484 1 52 43 43 2 48 2 3
split_gain=0.000165543 7.78875e-05 6.7438e-05 0.00010272 0.000154232 8.32454e-05 6.85152e-05 0.000134329 0.000187755
threshold=-1.0000000180025095e-35 0.13559000000000002 -0.081429999999999989 -0.14968999999999996 -0.0037449999999999996 0.097070000000000004 0.091635000000000008 0.11237500000000002 0.088060000000000013
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 -5 -2 7 8 -6
right_child=1 -3 3 4 6 -7 -8 -9 -10
leaf_value=-0.00075380309701188891 1.5225508176212276e-05 0.00056147356149941006 0.00036218217890244641 -0.00070122221942735372 0.00026871642646549129 0.00071379026344997685 -0.00038573233880470409 0.00070428861379367329 -0.00075192199763781189
leaf_weight=0.0010499508844975204 0.0017684274286755694 0.0010741338778575546 0.0016796972903927194 0.0016563573692901503 0.001904684110001202 0.0010424721999967301 0.0014454695895341277 0.0010791161827913981 0.0010892501789389053
leaf_count=515 327 176 155 937 466 282 104 98 61
internal_value=0 5.62219e-05 9.69932e-06 -7.42988e-05 -0.000176483 0.000274301 -1.89845e-05 0.000111169 -0.000102611
internal_weight=0 0.0127396 0.0116655 0.00885457 0.00717488 0.0028109 0.00551852 0.00407305 0.00299393
internal_count=3121 2606 2430 1821 1666 609 729 625 527
is_linear=0
shrinkage=0.00196078


Tree=3570
num_leaves=11
num_cat=0
split_feature=484 1 52 160 42 3 42 0 1 160
split_gain=0.000127237 7.38466e-05 8.89253e-05 0.00011779 9.31815e-05 0.00011322 0.000119993 0.000113403 9.82906e-05 8.5841e-05
threshold=-1.0000000180025095e-35 0.13559000000000002 -0.081429999999999989 0.081905000000000019 0.091545000000000015 0.11924500000000002 -1.0000000180025095e-35 -0.063634999999999983 0.095025000000000012 0.079055000000000014
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 4 5 6 -4 8 -8 -2
right_child=1 -3 3 -5 -6 -7 7 -9 -10 -11
leaf_value=-0.00065995292993324694 2.4319386699906412e-05 0.00053925951468521474 -0.0002951299744974139 -0.0007071063623048982 -0.00051440258297714785 -0.0003623244738407568 -0.00012161278253453248 0.00096188007392799017 0.0006267477769659719 0.00071542358206128727
leaf_weight=0.0010807396529241313 0.0017602176328337512 0.0010481450818417342 0.0012927561443603114 0.0010787526392549143 0.001225959398099572 0.0017158552211030131 0.0016075913631049621 0.0010032847094607364 0.0011628471845160256 0.0011375245597750258
leaf_count=515 439 176 602 121 410 80 441 74 93 170
internal_value=0 4.017e-05 -3.47856e-06 -9.8856e-05 -1.6922e-05 7.30015e-05 0.000220432 0.000397048 0.0001925 0.000295616
internal_weight=0 0.0130329 0.0119848 0.00908705 0.00800829 0.00678233 0.00506648 0.00377372 0.00277044 0.00289774
internal_count=3121 2606 2430 1821 1700 1290 1210 608 534 609
is_linear=0
shrinkage=0.00196078


Tree=3571
num_leaves=9
num_cat=0
split_feature=1 457 4 15 2 4 15 15
split_gain=2.9147e-05 6.50626e-05 9.85134e-05 9.6684e-05 6.317e-05 5.26714e-05 5.95767e-05 2.5837e-05
threshold=0.111945 0.087995000000000004 -1.0000000180025095e-35 -0.022504999999999997 0.096540000000000015 0.24564500000000003 -0.037864999999999989 -0.10091499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -2 -4
right_child=5 -3 7 4 -6 -7 -8 -9
leaf_value=0.029078596793180141 -0.019872392257620872 0.020315301657879006 -0.013064637067018782 -0.018212513572192269 0.0082341428944713631 0.023234163704427397 0.013757972558924463 -0.033723304000371483
leaf_weight=0.0010058730705369977 0.0010066215535051298 0.0010037722949581829 0.0012291395173364618 0.0019487502844726294 0.0016833228819110768 0.0013127830875877575 0.0011050050327214007 0.0011929736943010652
leaf_count=453 151 129 195 1174 276 276 70 397
internal_value=0 -0.00350688 -0.00689383 0.00164264 -0.00595553 0.00750496 -0.00227377 -0.0232397
internal_weight=0 0.00806383 0.00706006 0.00463795 0.00363207 0.00342441 0.00211163 0.00242211
internal_count=3121 2624 2495 1903 1450 497 221 592
is_linear=0
shrinkage=0.1


Tree=3572
num_leaves=9
num_cat=0
split_feature=3 50 52 159 16 1 48 1
split_gain=2.78703e-05 5.48092e-05 5.57039e-05 6.57773e-05 7.15289e-05 8.43971e-05 5.63188e-05 6.0693e-05
threshold=0.13524500000000003 0.088425000000000017 -0.24456499999999998 0.082585000000000006 -0.079109999999999986 0.089770000000000016 0.085845000000000019 0.08864000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 7 -4
right_child=-2 -3 3 -5 5 -7 -8 -9
leaf_value=-0.020817032096742627 0.011405112470697266 -0.024018627455870765 0.025131741348378506 -0.020230155878039294 0.0031078199440372307 0.036555784826261255 -0.019569707603243391 -0.0080547797167794637
leaf_weight=0.0010913249830402779 0.0017515503989216632 0.0010376950503048462 0.0010001533809253886 0.0010228662222543693 0.0016671174185077884 0.0013778658522803147 0.0012657057516327549 0.0012273415181378432
leaf_count=321 192 525 529 398 609 222 140 185
internal_value=0 -0.00230181 0.000302728 0.00335105 0.00704021 0.0182431 -0.00272525 0.00684609
internal_weight=0 0.00969007 0.00865238 0.00756105 0.00653818 0.00304498 0.0034932 0.00222749
internal_count=3121 2929 2404 2083 1685 831 854 714
is_linear=0
shrinkage=0.1


Tree=3573
num_leaves=9
num_cat=0
split_feature=1 42 52 0 2 48 12 0
split_gain=2.67199e-05 5.9111e-05 4.8897e-05 7.29848e-05 7.73606e-05 0.000115507 6.21405e-05 4.92034e-05
threshold=0.12500000000000003 0.091735000000000025 0.11434500000000002 -0.077999999999999986 0.089885000000000007 0.084170000000000009 0.09202500000000001 -0.10607499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 -6 -5 -1
right_child=-2 -3 -4 6 5 -7 -8 -9
leaf_value=-0.0022197418022541679 0.011197592744062849 -0.023776012286109302 -0.019875086377883645 0.0028257831433880359 -0.014627147388011637 0.02684096280307316 0.033942197621181891 -0.032085096141436814
leaf_weight=0.0010684784627662783 0.0017470587607584355 0.0011260169128051922 0.001025742597438044 0.0014095278641052832 0.0012535542722212946 0.0014471592066729964 0.0011783082993842751 0.0011404451485924967
leaf_count=113 279 583 300 282 259 155 224 926
internal_value=0 -0.00224239 0.000602455 0.00340402 -0.0037591 0.00759326 0.0169939 -0.0176389
internal_weight=0 0.00964923 0.00852322 0.00749747 0.00490964 0.00270071 0.00258784 0.00220892
internal_count=3121 2842 2259 1959 1453 414 506 1039
is_linear=0
shrinkage=0.1


Tree=3574
num_leaves=9
num_cat=0
split_feature=1 43 3 2 0 51 160 13
split_gain=2.62829e-05 6.81766e-05 4.67878e-05 7.0872e-05 7.52936e-05 4.58202e-05 4.57975e-05 3.46693e-05
threshold=0.077565000000000009 0.093175000000000022 0.086245000000000016 0.082850000000000021 -0.077809999999999976 -0.031924999999999995 0.022560000000000004 -0.029529999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 3 4 -2 -4 -7 -1
right_child=2 -3 5 -5 -6 6 -8 -9
leaf_value=-0.030183345321840773 -0.012388449331084884 0.012595481750823926 -0.023117663952332917 0.027087343913692274 0.020862568465109477 0.012258257402277149 -0.01469338406561109 -0.0048020107447614103
leaf_weight=0.0011275211366372205 0.0017536220820227001 0.0010921452384060459 0.0010483481674385953 0.0015460800188231015 0.0011133658090757424 0.0015939035384273381 0.0010430774291649292 0.0010295884459772431
leaf_count=873 398 191 103 408 315 195 66 572
internal_value=0 -0.00776189 0.0028844 0.0098304 0.000524248 -0.00543322 0.00159734 -0.0180688
internal_weight=0 0.00324925 0.0080984 0.00441307 0.00286699 0.00368533 0.00263698 0.00215711
internal_count=3121 1636 1485 1121 713 364 261 1445
is_linear=0
shrinkage=0.1


Tree=3575
num_leaves=9
num_cat=0
split_feature=11 3 1 16 2 16 16 15
split_gain=2.79607e-05 4.7842e-05 5.397e-05 8.96517e-05 8.25622e-05 8.13641e-05 7.19163e-05 2.71308e-05
threshold=0.079915000000000014 -0.12018999999999998 0.094385000000000011 -0.27167499999999994 0.092365000000000017 -0.088159999999999988 -0.056919999999999991 -0.024814999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3 -5 -8
right_child=-2 2 3 6 -6 -7 7 -9
leaf_value=0.019692663205085448 -0.015629696349271506 0.023675469367078067 -0.018215969212655374 0.030982775281910659 -0.02614093153886592 -0.012682674928634436 -0.0087408175614668033 0.013954017480959108
leaf_weight=0.001260624383072618 0.0010575229871442543 0.001041664654281099 0.0011359936733736122 0.0014727043470975591 0.0017254665280260163 0.0015044659405187221 0.0010939332910278876 0.0010159697905248724
leaf_count=158 199 340 214 196 629 1026 211 148
internal_value=0 0.00144878 -0.00110941 0.0062625 -0.00925276 0.00219205 0.0140243 0.0021873
internal_weight=0 0.0102508 0.0089902 0.0047186 0.0042716 0.00254613 0.00358261 0.0021099
internal_count=3121 2922 2764 769 1995 1366 555 359
is_linear=0
shrinkage=0.1


Tree=3576
num_leaves=11
num_cat=0
split_feature=484 4 150 12 0 51 15 47 4 3
split_gain=0.000126073 0.000102218 6.97735e-05 7.41359e-05 7.50885e-05 0.000100499 0.000155042 8.23104e-05 9.37964e-05 4.21295e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 0.089910000000000018 0.10673000000000001 -0.061629999999999997 0.012085000000000002 -0.0063699999999999989 0.085270000000000026 -0.27825499999999997 -0.078934999999999991
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 8 -6 -8
right_child=1 -3 -4 -5 7 -7 9 -9 -10 -11
leaf_value=-0.00066920783114577341 -0.00068280647911869729 0.00046193385587936292 -0.00041469491625807984 -0.00044121329109196795 -0.00024824485558834752 0.00046800997392007824 -0.00016019924656588566 0.00076443704283122053 0.0005487332837544708 0.00039298528421590498
leaf_weight=0.001018536675918732 0.0015525071505461713 0.0019410834641025347 0.0015302523492995374 0.0010971674426489214 0.0012539474682137057 0.0010820853233855813 0.0010007211701019555 0.001103454870663545 0.0010374808729260417 0.0011236094210050865
leaf_count=515 464 346 197 193 150 227 645 72 104 208
internal_value=0 4.77215e-05 -2.68545e-05 3.73002e-05 0.000101688 -5.72373e-05 -0.000211816 0.000324469 0.0001126 0.000132393
internal_weight=0 0.0127223 0.0107812 0.00925097 0.00815381 0.00475892 0.00367684 0.00339488 0.00229143 0.00212433
internal_count=3121 2606 2260 2063 1870 1544 1317 326 254 853
is_linear=0
shrinkage=0.00196078


Tree=3577
num_leaves=9
num_cat=0
split_feature=159 15 484 43 12 48 13 0
split_gain=3.00608e-05 4.26603e-05 4.1268e-05 7.68586e-05 0.000102204 0.000100393 9.07468e-05 6.02856e-05
threshold=-0.032739999999999991 0.091650000000000023 0.084040000000000017 -0.14968999999999996 0.092355000000000007 0.094680000000000014 -0.084034999999999985 -0.12333499999999999
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=-0.016527186342820816 0.020047543267695853 -0.017531428506065955 0.02175801531602032 0.015662089991340434 -0.027833743334484146 0.02761313248990744 -0.0030910297660773837 -0.034790591412761467
leaf_weight=0.0010179023430825088 0.001707847710580474 0.0010580184628322968 0.0011095065713315469 0.0013412050427618542 0.0013889810040732149 0.0012320220852442268 0.0013976349522786188 0.0010511463083184903
leaf_count=421 196 391 289 438 408 170 126 682
internal_value=0 0.00148795 0.0036685 0.00119642 -0.0038254 0.0028148 -0.00524647 -0.0166982
internal_weight=0 0.0102864 0.00922834 0.00811884 0.00641099 0.00502201 0.00378999 0.00244878
internal_count=3121 2700 2309 2020 1824 1416 1246 808
is_linear=0
shrinkage=0.1


Tree=3578
num_leaves=12
num_cat=0
split_feature=484 15 15 160 133 3 4 15 12 0 16
split_gain=0.000190194 0.000151324 9.37633e-05 9.34032e-05 9.76922e-05 0.000110474 0.000118927 0.000100291 0.000152056 0.000168199 9.47098e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.11713499999999999 0.092865000000000017 0.099660000000000012 0.088060000000000013 0.056795000000000005 -0.094549999999999981 0.088615000000000013 -0.084269999999999984 0.023255000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 7 -7 -4 9 -9 -10
right_child=1 2 3 -5 -6 6 -8 8 10 -11 -12
leaf_value=-0.00079922883228003376 0.00077285003406467085 -0.00056250048624980579 0.00089170695324361526 -0.00049432885034955188 -0.0004505107730324558 0.00017813016215955876 -0.00067480736680764419 -9.4959979741773967e-05 -0.00060638672968224235 0.00090049154336119177 0.00021638428121176331
leaf_weight=0.0010839663552836337 0.0010406280739599779 0.0010634786460613022 0.0010073598939459019 0.001096522159406998 0.0010646287603762886 0.0016140854125184234 0.0010292880124909976 0.0010605664869690714 0.0010321515858505569 0.0016964729238667065 0.0011232766503532722
leaf_count=515 232 185 109 130 352 138 58 411 433 327 231
internal_value=0 5.61029e-05 -7.17146e-06 4.78977e-05 0.000109652 0.000179295 -0.00015399 0.000328117 0.000212546 0.000517565 -0.000177609
internal_weight=0 0.0128285 0.0117878 0.0107244 0.00962783 0.0085632 0.00264337 0.00591983 0.00491247 0.00275704 0.00215543
internal_count=3121 2606 2374 2189 2059 1707 196 1511 1402 738 664
is_linear=0
shrinkage=0.00196078


Tree=3579
num_leaves=12
num_cat=0
split_feature=484 15 15 15 133 3 3 0 48 1 2
split_gain=0.000136759 9.95627e-05 0.000103939 7.89551e-05 0.000217538 0.000136384 8.50625e-05 0.000104605 0.000137715 8.83671e-05 0.000101123
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.11713499999999999 1.0000000180025095e-35 0.082925000000000013 -0.078724999999999976 -0.13309499999999996 -0.10151999999999999 0.086260000000000017 0.10089500000000001 0.097220000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 6 5 -5 -4 8 -8 10 -9
right_child=1 2 3 4 -6 -7 7 9 -10 -11 -12
leaf_value=-0.00067627971005904813 0.00063943778883502906 -0.00057473033842624218 0.00067569893510274791 -9.4620411588170554e-05 0.000561659313377921 -0.001056043462494091 0.00071388080663186825 -0.00084420110081847861 -0.00012424712849325848 0.00024220598843573168 5.9649266245786407e-06
leaf_weight=0.0010752315333277312 0.0010199041120911084 0.0010945804527631433 0.0010881547107877186 0.0012543287221550082 0.0010134693826078546 0.0010356556417698796 0.0017318056891096325 0.0010141257039662326 0.0013345977680196408 0.0013782327286197688 0.0011454664065252212
leaf_count=515 232 185 138 551 318 212 140 397 84 145 204
internal_value=0 5.11192e-05 1.49078e-06 5.88507e-05 -0.000194693 -0.000529428 0.000167734 8.40379e-05 0.0003491 -0.000145705 -0.000393266
internal_weight=0 0.0131103 0.0120904 0.0109958 0.00330345 0.00228998 0.00769238 0.00660423 0.0030664 0.00353782 0.00215959
internal_count=3121 2606 2374 2189 1081 763 1108 970 224 746 601
is_linear=0
shrinkage=0.00196078


Tree=3580
num_leaves=9
num_cat=0
split_feature=42 0 47 43 1 0 48 0
split_gain=2.82245e-05 5.30809e-05 0.000104076 9.39855e-05 7.46566e-05 8.40376e-05 0.000119834 0.000118616
threshold=-0.098769999999999983 -0.060129999999999996 0.092530000000000015 -0.074359999999999996 0.08592000000000001 -0.15090499999999998 0.087380000000000013 -0.09515499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 -2 6 -6 -7
right_child=1 3 -4 -5 5 7 -8 -9
leaf_value=-0.016166911015962553 -0.016036179805302357 0.033679102891812036 -0.028138302192216302 -0.0016772099836764164 0.017890777362477378 0.04799717412565644 -0.029174167899138095 0.00016174002182342041
leaf_weight=0.0010008098599951212 0.0015814238804807475 0.0012403217556735788 0.0013682779950964508 0.0019090405808770403 0.0011456257328937335 0.0010254264867176656 0.0010250225035735028 0.001048324121767804
leaf_count=221 1360 175 262 360 109 171 41 422
internal_value=0 0.00142014 -0.00331965 0.0122473 0.00250936 0.00941926 -0.00433421 0.0238154
internal_weight=0 0.0103435 0.0071941 0.00314936 0.00582582 0.0042444 0.00217065 0.00207375
internal_count=3121 2900 2365 535 2103 743 150 593
is_linear=0
shrinkage=0.1


Tree=3581
num_leaves=11
num_cat=0
split_feature=484 15 15 15 42 3 1 3 1 2
split_gain=0.000135666 0.00012845 7.34955e-05 0.000101359 0.000178454 8.83427e-05 9.4281e-05 0.000177837 0.000102429 8.17428e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.11713499999999999 1.0000000180025095e-35 0.083995000000000014 -0.13309499999999996 0.095285000000000022 0.0051600000000000005 0.11103500000000001 0.093175000000000022
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 -4 7 -7 -8 -9
right_child=1 2 3 4 -6 6 8 9 -10 -11
leaf_value=-0.00066975153792764633 0.00072241693831581115 -0.00049288781424029076 0.0006806268999344162 -0.00064156529761800682 0.00029374803544973015 -0.00073184171960607124 0.0008086829785143169 0.00057291179216851346 5.4582774108621117e-05 -0.00017724633552544116
leaf_weight=0.0010815409803270589 0.0010159411969229591 0.0010752723776316373 0.0011074728255989121 0.0018577287265883191 0.0013572886269960472 0.0012439356835203088 0.0011118136853504722 0.0011032670086148499 0.0018362330066614974 0.0011309750594463708
leaf_count=515 232 185 138 588 493 582 156 53 140 39
internal_value=0 5.33607e-05 -4.12596e-06 4.47685e-05 -0.000246703 0.000169154 8.10088e-05 -0.000137644 0.000338981 0.000193181
internal_weight=0 0.0128399 0.011824 0.0107487 0.00321502 0.0075337 0.00642622 0.00347818 0.00294805 0.00223424
internal_count=3121 2606 2374 2189 1081 1108 970 674 296 92
is_linear=0
shrinkage=0.00196078


Tree=3582
num_leaves=9
num_cat=0
split_feature=159 1 42 151 4 1 15 4
split_gain=2.5068e-05 4.3874e-05 4.76861e-05 6.88433e-05 9.41453e-05 0.000156573 4.6235e-05 6.35566e-05
threshold=-0.032739999999999991 0.13146500000000003 0.091735000000000025 -0.0083949999999999979 0.24564500000000003 0.090840000000000018 0.088345000000000021 -0.15764999999999998
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=-0.015055374911474635 -0.015877928491571304 0.020018995404047443 -0.020457610014919095 0.018935773947985474 0.033607654567467747 -0.026762851570368829 0.030151674575611822 -0.0112982308302057
leaf_weight=0.0010217777835984905 0.0017399389436865203 0.0011234980256337708 0.0010992853646063635 0.0015256501403542635 0.0010709035157237118 0.0014597312300704893 0.0010055609241324554 0.0012774990128739743
leaf_count=421 428 216 478 89 128 283 287 791
internal_value=0 0.00136624 -0.000916936 0.00174181 0.00657784 0.00108356 0.011756 0.00515702
internal_weight=0 0.0103021 0.00917857 0.00807928 0.00633934 0.00526844 0.00380871 0.00280315
internal_count=3121 2700 2484 2006 1578 1450 1167 880
is_linear=0
shrinkage=0.1


Tree=3583
num_leaves=11
num_cat=0
split_feature=484 15 15 15 42 133 43 4 48 47
split_gain=0.000129356 0.00014147 8.27986e-05 7.35801e-05 0.000182123 8.53541e-05 0.000130645 9.74208e-05 0.000153259 0.000141244
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.11713499999999999 1.0000000180025095e-35 0.083995000000000014 0.0068000000000000014 -0.088004999999999986 -0.059649999999999988 0.086125000000000021 0.087885000000000019
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 6 -4 -8 9 -9
right_child=1 2 3 4 -6 -7 7 8 -10 -11
leaf_value=-0.00066741445423953733 0.00075294472095128984 -0.0005402225268439653 0.00077793451042454918 -0.00060420804852298572 0.0003436572323376916 -0.00029080050910482863 -0.00037542799950247895 0.0010145035478143591 -0.00030722656827238782 2.4078159919414766e-05
leaf_weight=0.0010532932173720243 0.0010067637707859454 0.0010432821080308347 0.0013738395519336073 0.0018728576942192408 0.0013347873240520164 0.0014008456514786501 0.0012616756753975919 0.0012188856481890047 0.0011871149381648422 0.0010142190019890439
leaf_count=515 232 185 113 588 493 387 163 221 134 90
internal_value=0 4.76268e-05 -1.30256e-05 3.85501e-05 -0.000209776 0.000145374 0.000246272 9.02632e-05 0.000262051 0.000564678
internal_weight=0 0.0127143 0.0117075 0.0106642 0.00320765 0.00745658 0.00605573 0.0046819 0.00342022 0.0022331
internal_count=3121 2606 2374 2189 1081 1108 721 608 445 311
is_linear=0
shrinkage=0.00196078


Tree=3584
num_leaves=9
num_cat=0
split_feature=42 40 47 4 3 0 2 52
split_gain=2.66218e-05 4.91381e-05 5.17515e-05 6.6993e-05 8.15523e-05 0.000120782 0.000129931 7.8749e-05
threshold=-0.095859999999999987 -0.013874999999999998 0.10813000000000002 -0.27825499999999997 -0.10023499999999998 -0.083914999999999976 0.084055000000000005 -0.0027449999999999996
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=-0.015333117906577393 0.02028156158020172 -0.020006241337956327 -0.022313888952709443 0.025882214743998707 0.034740946875427232 -0.030127620113532594 -0.018189992755890456 0.014576515734985616
leaf_weight=0.00104251465702379 0.0012195815114164161 0.0012180294597560282 0.0010203808274263189 0.0015189014419353742 0.0012218855729597905 0.0010865175055273244 0.0016900637480578267 0.001295872369645508
leaf_count=241 295 198 153 228 259 935 361 451
internal_value=0 0.00143829 -0.00110057 0.0015946 0.00545627 -0.000403765 0.00727134 -0.00396959
internal_weight=0 0.0102712 0.00905165 0.00803127 0.00681324 0.00529434 0.00420782 0.00298594
internal_count=3121 2880 2585 2432 2234 2006 1071 812
is_linear=0
shrinkage=0.1


Tree=3585
num_leaves=11
num_cat=0
split_feature=484 15 51 15 43 3 0 12 4 13
split_gain=0.000145627 9.46521e-05 8.71633e-05 9.02747e-05 5.90869e-05 8.99056e-05 0.00011426 0.000135291 0.000101344 4.28179e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 0.095050000000000009 -0.11713499999999999 0.13895500000000002 0.088060000000000013 -0.10607499999999999 0.088615000000000013 0.058735000000000009 -0.0065549999999999992
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5 9 -7 -8
right_child=1 2 -4 4 -6 8 7 -9 -10 -11
leaf_value=-0.00070751619057845985 0.00063086231516592639 -0.00060821580959274923 0.00053135988890186479 0.00053358106704410474 0.00038912517158955613 -3.7198864068418106e-05 0.00054040693433822604 -0.00046211480384916661 -0.00084278337668171061 2.5153159744196748e-06
leaf_weight=0.0010481422416162888 0.001003297474886298 0.001009930268107224 0.0010913854447321793 0.0015592464676498011 0.0013454043107677368 0.0014701104348100458 0.0010043799224029887 0.0019820281503197985 0.0010148685762330356 0.0013125123264211679
leaf_count=515 232 173 223 159 155 111 530 769 57 197
internal_value=0 5.27055e-05 3.50537e-06 -5.03427e-05 7.80973e-06 -5.36807e-05 7.88873e-05 -8.60331e-05 -0.000366201 0.000235693
internal_weight=0 0.0127932 0.0117899 0.0106985 0.00968855 0.00834315 0.00585817 0.00429892 0.00248498 0.00231689
internal_count=3121 2606 2374 2151 1978 1823 1655 1496 168 727
is_linear=0
shrinkage=0.00196078


Tree=3586
num_leaves=9
num_cat=0
split_feature=11 48 0 49 51 0 0 2
split_gain=2.50071e-05 4.57985e-05 0.000113884 5.17685e-05 5.86631e-05 7.57935e-05 0.0001261 6.00541e-05
threshold=0.079915000000000014 0.016865000000000002 -0.20211999999999997 -0.006494999999999999 -0.025069999999999999 -0.10836499999999999 -0.083914999999999976 0.098260000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 -6 -7 -8
right_child=-2 2 -4 4 5 6 7 -9
leaf_value=-0.021966140264255859 -0.014775761129954705 -0.0075665014228786607 0.03089052284260593 0.017147551833517599 -0.028570307465151563 0.031413425073173663 -0.028167769034274721 0.0043217948340597799
leaf_weight=0.00119557353573479 0.0010525269581056563 0.0015443848139261585 0.0015357789746980139 0.001609502446092384 0.0010521062616802032 0.0010235701499783003 0.0010653981452826515 0.0012208743838076884
leaf_count=313 199 82 490 415 162 535 715 210
internal_value=0 0.0014105 0.0116083 -0.00297219 0.000830678 -0.00519004 0.0022419 -0.0108183
internal_weight=0 0.0102472 0.00308016 0.00716702 0.00597145 0.00436195 0.00330984 0.00228627
internal_count=3121 2922 572 2350 2037 1622 1460 925
is_linear=0
shrinkage=0.1


Tree=3587
num_leaves=8
num_cat=0
split_feature=4 156 42 42 2 2 3
split_gain=2.44012e-05 3.74244e-05 5.06111e-05 5.92702e-05 4.09702e-05 8.05459e-05 5.30247e-05
threshold=0.27287000000000006 0.084085000000000007 0.091735000000000025 -1.0000000180025095e-35 0.11144000000000001 0.093175000000000022 -0.078934999999999991
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=-0.013881644862649404 0.0107733710952795 -0.020250717083607685 -0.020083493883748228 -0.0055858322655221561 0.022289744756144661 -0.01879219135046226 0.021495828554969381
leaf_weight=0.001617358018058318 0.0017473846467037603 0.0010131164287072456 0.0010852260949361916 0.0011476839343505154 0.0014551085592673374 0.0012271781260707413 0.0019537403702395593
leaf_count=766 352 407 517 547 115 189 228
internal_value=0 -0.00208475 8.39482e-05 0.00304112 0.00777341 0.00289357 0.0114742
internal_weight=0 0.00949941 0.0084863 0.00740107 0.00578371 0.0043286 0.00310142
internal_count=3121 2769 2362 1845 1079 964 775
is_linear=0
shrinkage=0.1


Tree=3588
num_leaves=11
num_cat=0
split_feature=484 15 43 42 3 4 2 12 51 43
split_gain=0.000138208 0.000168384 6.81431e-05 0.00016123 0.000192268 0.000135798 9.5102e-05 0.000106804 8.49991e-05 9.54315e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.074359999999999996 -0.095859999999999987 -0.077774999999999983 -0.076779999999999987 0.089885000000000007 0.081420000000000006 0.081440000000000026 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 7 -4 9 -8
right_child=1 2 6 4 -6 -7 8 -9 -10 -11
leaf_value=-0.00066615431976650523 0.00080286383197094408 -0.00050055349731633497 -9.3969507596481362e-05 0.00048669628106546653 0.0010616283196183613 -0.00043988617835766128 -0.00041113872625261801 -0.00090878044425331435 0.0004767694648950711 0.00022600928169376629
leaf_weight=0.0010857814278415973 0.0010815931400200264 0.0010292456230636213 0.0015142686824831516 0.0013721951257411457 0.0011010462466173295 0.0010920937098193937 0.0019317302254335479 0.0010455256207982941 0.0012673791348763418 0.0016984467263738902
leaf_count=515 232 116 118 169 219 371 340 686 146 209
internal_value=0 6.1749e-05 -4.76192e-06 0.000183075 0.000380426 7.60647e-05 -0.000120491 -0.000426772 3.95918e-05 -0.000113037
internal_weight=0 0.0131335 0.0120519 0.00459458 0.00356534 0.00246429 0.00745735 0.00255979 0.00489756 0.00363018
internal_count=3121 2606 2374 875 759 540 1499 804 695 549
is_linear=0
shrinkage=0.00196078


Tree=3589
num_leaves=8
num_cat=0
split_feature=14 15 52 13 43 49 13
split_gain=2.67853e-05 5.87999e-05 4.78106e-05 8.55596e-05 7.04481e-05 0.000130261 9.50745e-05
threshold=-1.0000000180025095e-35 -0.10653 0.11434500000000002 -0.095304999999999987 -0.074359999999999996 -0.043469999999999995 -0.0034749999999999994
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=-0.014856414576829836 0.020171431673712104 0.019636507457494647 -0.021933999570939638 0.02608097639366444 0.0078159243675588724 -0.033251792612663908 -0.011639810854282076
leaf_weight=0.0011049942504331263 0.001451500491816326 0.001885167433917089 0.0010179844668171626 0.0013236035926958746 0.0013861930981650338 0.0017441375291995351 0.00134942055588379
leaf_count=161 388 200 377 562 125 1042 266
internal_value=0 0.0015378 -0.00156869 0.00112774 -0.00488467 -0.0150659 0.00703842
internal_weight=0 0.010158 0.00870651 0.00768852 0.00580335 0.00313033 0.00267302
internal_count=3121 2960 2572 2195 1995 1167 828
is_linear=0
shrinkage=0.1


Tree=3590
num_leaves=11
num_cat=0
split_feature=484 15 15 160 2 52 15 2 3 43
split_gain=0.000171479 0.000107282 9.82174e-05 7.71784e-05 0.000131114 0.000136613 0.000125546 0.000102032 0.000141201 6.19942e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.11713499999999999 0.092865000000000017 0.092875000000000013 -0.087284999999999988 -0.031204999999999997 0.11293500000000002 0.013900000000000001 -0.0037449999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -7 8 -6 -8
right_child=1 2 3 -5 7 6 9 -9 -10 -11
leaf_value=-0.00074922003711357728 0.00066299600710384681 -0.00057105565684314422 -0.00018578930630843549 -0.00042270005750789203 3.6500285250639088e-05 0.00089927133332667962 -0.00010903392231122938 0.00017963141110698906 -0.00096721576108166221 0.00053086967984557816
leaf_weight=0.0010911495522589977 0.0010436247617744638 0.0010309414554360496 0.0015303856457992426 0.0011296824216544049 0.0011333486806688374 0.0017434844437244235 0.0011916607345382848 0.0019297160908542353 0.0010272897472090592 0.0011378959113665891
leaf_count=515 232 185 209 130 386 186 625 260 81 312
internal_value=0 6.03e-05 7.2405e-06 6.23236e-05 0.000118847 0.000313679 0.000501347 -0.000148057 -0.000440723 0.000203534
internal_weight=0 0.012898 0.0118544 0.0108235 0.00969378 0.00560343 0.00407304 0.00409035 0.00216064 0.00232956
internal_count=3121 2606 2374 2189 2059 1332 1123 727 467 937
is_linear=0
shrinkage=0.00196078


Tree=3591
num_leaves=8
num_cat=0
split_feature=16 12 2 2 3 4 16
split_gain=2.90931e-05 8.50053e-05 7.2384e-05 6.68279e-05 8.50859e-05 8.5074e-05 9.58825e-05
threshold=0.38525000000000004 0.10193000000000001 0.11474000000000002 0.10672500000000001 0.090900000000000009 -0.0029599999999999995 -0.078844999999999985
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=0.027092985624897793 0.012030010032154153 -0.026907230735720468 0.019183673924897782 -0.026784826529976654 0.024777532233915378 -0.024769617615694628 -0.01038873705846941
leaf_weight=0.001138616333862219 0.0016899190113711686 0.0012158196323620455 0.0017954785774971591 0.0010358596530273614 0.0011744773100079015 0.0015062665740256105 0.0017037196874327655
leaf_count=579 311 333 273 123 126 473 903
internal_value=0 -0.00220222 0.0013931 -0.00347698 0.000894433 -0.00555595 0.00462613
internal_weight=0 0.00957024 0.00835442 0.00655894 0.00552308 0.0043486 0.00284234
internal_count=3121 2810 2477 2204 2081 1955 1482
is_linear=0
shrinkage=0.1


Tree=3592
num_leaves=9
num_cat=0
split_feature=50 160 151 12 13 2 4 12
split_gain=2.60831e-05 5.89949e-05 4.49121e-05 6.41437e-05 6.60182e-05 0.000182482 9.38237e-05 4.74774e-05
threshold=0.088425000000000017 -0.08538999999999998 -0.083274999999999988 -0.029094999999999999 -0.076599999999999988 0.084245000000000014 0.0061450000000000003 0.095175000000000023
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 7 -6 -7 -5
right_child=-2 2 3 4 5 6 -8 -9
leaf_value=0.024693466568043314 -0.013406075462042623 -0.019947570618732008 -0.021442714879926536 0.032591841104986717 0.022406883857916792 -0.036072639147444248 0.0012828887052890642 0.0032478682597575602
leaf_weight=0.001001639867063679 0.0012952640831007745 0.0010872235440751747 0.0010353702977043923 0.0012254347704283358 0.0018682600109976638 0.0014100375859116259 0.0012851907097157743 0.0010024027283947997
leaf_count=391 560 240 253 478 258 645 217 79
internal_value=0 0.00168292 -0.000902735 0.00174283 0.00527757 -0.0016113 -0.0182601 0.0193887
internal_weight=0 0.00991556 0.00891392 0.0078267 0.00679133 0.00456349 0.00269523 0.00222784
internal_count=3121 2561 2170 1930 1677 1120 862 557
is_linear=0
shrinkage=0.1


Tree=3593
num_leaves=11
num_cat=0
split_feature=484 4 150 124 42 43 51 43 0 42
split_gain=0.000127453 9.2095e-05 9.09279e-05 0.000114693 0.000113689 9.35981e-05 0.000118588 0.000119568 0.000104039 3.29648e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 0.089910000000000018 -0.013479999999999999 0.091735000000000025 0.093175000000000022 0.081440000000000026 -0.084004999999999982 -0.084144999999999984 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 9 -9 -5
right_child=1 -3 -4 4 -6 -7 -8 8 -10 -11
leaf_value=-0.00066159318768669987 -0.00053097699077744095 0.00044336908383248348 -0.00047363052902590105 9.6459597863850325e-05 -0.00045951519780881178 0.00073752886542434372 0.00069421773852210318 2.5709494397370635e-05 -0.00076413518154816408 0.00059758335690539971
leaf_weight=0.0010574244388351804 0.0011477560537407226 0.0019128685025293938 0.0014871532846943642 0.0010103750947283983 0.0010829683429434819 0.0011387956315369614 0.0011272197030477212 0.0016315043446744259 0.0010562791001607666 0.0010083679505023431
leaf_count=515 149 346 197 202 414 162 188 394 427 127
internal_value=0 4.71268e-05 -2.3774e-05 4.89182e-05 0.000131542 0.000223345 0.000122972 -1.38426e-05 -0.000284694 0.000346772
internal_weight=0 0.0126033 0.0106904 0.00920327 0.00805551 0.00697254 0.00583375 0.00470653 0.00268778 0.00201874
internal_count=3121 2606 2260 2063 1914 1500 1338 1150 821 329
is_linear=0
shrinkage=0.00196078


Tree=3594
num_leaves=11
num_cat=0
split_feature=484 15 15 15 42 3 0 151 1 3
split_gain=0.000169745 0.000112048 8.59811e-05 8.11466e-05 0.000160032 7.12394e-05 8.59356e-05 0.000165345 8.42632e-05 7.93449e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.11713499999999999 1.0000000180025095e-35 0.083995000000000014 -0.13309499999999996 -0.10151999999999999 -0.0083949999999999979 0.10089500000000001 0.0051600000000000005
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 -4 7 -7 9 -8
right_child=1 2 3 4 -6 6 8 -9 -10 -11
leaf_value=-0.00075993814318021512 0.00067397623439169633 -0.00054897277171090406 0.00063217779563893011 -0.00059915086718006149 0.00029855338020497868 -0.00021700463973963599 -0.00076588293262638265 0.00073059420095943973 0.00025581903096430513 -2.3116869559768408e-06
leaf_weight=0.0010734695629967357 0.0010241174033973005 0.0010109369704404828 0.0010592416404172503 0.0017867202803988501 0.0013331527597029186 0.0012234750572632166 0.001016221239276058 0.0016801380122774203 0.0013473891039485 0.0010784854669108057
leaf_count=515 232 185 138 588 493 100 542 124 145 59
internal_value=0 5.24108e-05 -2.77035e-06 4.96938e-05 -0.000215553 0.000161448 8.28729e-05 0.000331311 -0.0001267 -0.000372749
internal_weight=0 0.0125599 0.0115358 0.0105248 0.00311987 0.00740495 0.00634571 0.00290361 0.0034421 0.00209471
internal_count=3121 2606 2374 2189 1081 1108 970 224 746 601
is_linear=0
shrinkage=0.00196078


Tree=3595
num_leaves=9
num_cat=0
split_feature=0 1 13 15 3 4 47 4
split_gain=2.5487e-05 5.03049e-05 5.39689e-05 7.67958e-05 6.44373e-05 7.76947e-05 6.73204e-05 3.73181e-05
threshold=1.0000000180025095e-35 0.077565000000000009 -0.094514999999999988 1.0000000180025095e-35 0.10893000000000001 0.0061450000000000003 0.092530000000000015 -0.46376499999999993
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7 -2
right_child=7 2 3 -5 -6 6 -8 -9
leaf_value=-0.019186819605321259 -0.0032026481823249722 0.019087600825623077 -0.0088487116213593932 -0.026503087590254156 -0.016646449081678793 0.038118134243420518 0.0031857726472429059 0.022401498768114047
leaf_weight=0.0014994738935758421 0.0011589538530570962 0.0013370486939068907 0.0014536072716958863 0.001139986257810208 0.0013230867447820982 0.0011209088827987038 0.0010863697250388786 0.0011187344816740363
leaf_count=1552 164 231 320 340 79 165 109 161
internal_value=0 -0.00247326 0.000885742 -0.00308828 0.00226739 0.00910308 0.0209253 0.00937337
internal_weight=0 0.00896048 0.00746101 0.00612396 0.00498397 0.00366089 0.00220728 0.00227769
internal_count=3121 2796 1244 1013 673 594 274 325
is_linear=0
shrinkage=0.1


Tree=3596
num_leaves=9
num_cat=0
split_feature=147 11 13 1 12 0 2 16
split_gain=2.52647e-05 5.47888e-05 4.43938e-05 7.07656e-05 6.30556e-05 0.000104396 0.000101796 7.1043e-05
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.084034999999999985 0.08844500000000001 -0.010834999999999999 -0.053834999999999994 0.09142500000000002 -0.079109999999999986
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=-0.0020478123573230596 0.014995531010245186 -0.022466970780893783 0.018675009023761662 0.030160688375482938 -0.0066557759251677055 -0.033367337432724666 -0.019094126947288726 0.028778783282584847
leaf_weight=0.0016242342852669245 0.0010132756073420518 0.0011162492732720653 0.0010513135719311013 0.0011760907098485299 0.0010003908051555482 0.001250142294434182 0.0016609519856217872 0.0013024510042988085
leaf_count=552 183 230 245 250 443 242 494 482
internal_value=0 -0.00156196 0.00101208 0.0114792 -0.00366633 -0.00817113 -0.000224495 0.0133855
internal_weight=0 0.0101818 0.00906557 0.00280032 0.00626525 0.00521394 0.00396379 0.00230284
internal_count=3121 2938 2708 802 1906 1661 1419 925
is_linear=0
shrinkage=0.1


Tree=3597
num_leaves=9
num_cat=0
split_feature=0 3 12 0 15 150 15 16
split_gain=2.83677e-05 7.168e-05 0.000102165 6.5358e-05 4.93592e-05 9.69814e-05 7.4856e-05 5.63027e-05
threshold=-0.060129999999999996 0.076840000000000006 0.080890000000000017 -0.082974999999999979 -0.0088349999999999974 0.081835000000000019 -0.10653 -0.084119999999999986
decision_type=2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 6 -1 -6
right_child=1 -3 -4 -5 7 -7 -8 -9
leaf_value=-0.0040284201877294609 0.041517313555394994 -0.012549965518317703 0.00042839588780537629 -0.025560408455305592 -0.0035304193418592752 0.015031404649174879 -0.038382309250323585 0.029329489033657109
leaf_weight=0.0016567572062229502 0.0010004251754799436 0.0012568382440587555 0.0015315358593400402 0.001151300683507446 0.001041803213781136 0.0014339248083183038 0.0010277234278811757 0.0010439201527426001
leaf_count=326 160 125 288 978 345 269 387 243
internal_value=0 0.0069726 0.0166634 -0.00367819 0.000382493 -0.00596508 -0.0171804 0.0129162
internal_weight=0 0.0037888 0.00253196 0.00735543 0.00620413 0.00411841 0.00268448 0.00208572
internal_count=3121 573 448 2548 1570 982 713 588
is_linear=0
shrinkage=0.1


Tree=3598
num_leaves=11
num_cat=0
split_feature=484 15 15 15 42 3 1 3 1 2
split_gain=0.000164797 0.000123933 0.00010384 8.83935e-05 0.00022308 0.000105057 0.00010996 0.000192258 0.000132836 9.46544e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.11713499999999999 1.0000000180025095e-35 0.083995000000000014 -0.13309499999999996 0.095285000000000022 0.0051600000000000005 0.11103500000000001 0.093175000000000022
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 -4 7 -7 -8 -9
right_child=1 2 3 4 -6 6 8 9 -10 -11
leaf_value=-0.00074898020493016268 0.00070634926677170336 -0.00059239333909096102 0.00072802525073104919 -0.0006648816052763556 0.00038878892398937546 -0.0007868512044376686 0.00087319852885234001 0.00060201540741275437 1.922845771433295e-05 -0.00021537220474611578
leaf_weight=0.0010733419914406581 0.0010206797678408994 0.0010564750333986834 0.0011004166400572345 0.0018385650464523768 0.0013323410670881754 0.0012324463265601287 0.0011404843495129574 0.0010601226091120353 0.0018144959250801646 0.0011202712378990398
leaf_count=515 232 185 138 588 493 582 156 53 140 39
internal_value=0 5.1096e-05 -6.0881e-06 5.21325e-05 -0.000222154 0.00016859 7.19151e-05 -0.000167842 0.000348821 0.000182047
internal_weight=0 0.0127163 0.0116956 0.0106391 0.00317091 0.00746824 0.00636782 0.00341284 0.00295498 0.00218039
internal_count=3121 2606 2374 2189 1081 1108 970 674 296 92
is_linear=0
shrinkage=0.00196078


Tree=3599
num_leaves=9
num_cat=0
split_feature=4 0 52 16 13 51 49 16
split_gain=2.71075e-05 3.34591e-05 7.89486e-05 9.75196e-05 6.78501e-05 6.27079e-05 0.000110724 0.000140803
threshold=0.27287000000000006 -0.019414999999999998 -0.11592499999999999 0.0047850000000000011 -0.029529999999999997 0.081440000000000026 -0.006494999999999999 -0.088394999999999987
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -3 6 -4 -8
right_child=-2 4 3 -5 -6 -7 7 -9
leaf_value=-0.031440109617285723 0.011416535127283793 -0.010944295407304093 -0.042482311224166562 0.026604557917045815 0.02216919959417557 0.010063745847049209 -0.03082961407080851 0.018403097123786828
leaf_weight=0.001021608268374251 0.0017371886094318624 0.0010995137741941197 0.0010096222998621351 0.0010309702281747048 0.001415280025075297 0.0014572218600776244 0.0010249344687471786 0.0013408648809560358
leaf_count=401 352 66 262 219 215 324 391 891
internal_value=0 -0.00218053 -0.00578619 -0.00131655 0.00769137 -0.00727309 -0.0147577 -0.00292597
internal_weight=0 0.00940002 0.00688522 0.00586361 0.00251479 0.00483264 0.00337542 0.0023658
internal_count=3121 2769 2488 2087 281 1868 1544 1282
is_linear=0
shrinkage=0.1


Tree=3600
num_leaves=11
num_cat=0
split_feature=484 43 42 40 151 4 43 133 0 0
split_gain=0.000143181 7.61143e-05 0.000101987 0.000130933 0.000103438 0.000110864 0.000110994 0.00013017 9.42168e-05 0.000136052
threshold=-1.0000000180025095e-35 0.16180500000000003 -0.095859999999999987 -0.011659999999999998 -0.083274999999999988 0.27044500000000005 -0.074359999999999996 1.0000000180025095e-35 -0.084144999999999984 -0.15350499999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 7 -6 9 -8
right_child=1 -3 3 4 5 -7 8 -9 -10 -11
leaf_value=-0.00071675992347026963 -0.00048063419633591483 -0.0004686744044037617 0.00081760046287718952 -0.00047313506852352129 0.00074900411352699548 0.00069830800318017219 -0.0002767095272407602 -0.00013497806031704401 -0.00049212925816854026 0.00059746224947498222
leaf_weight=0.0010262328848797556 0.0010914900105107395 0.0010203283952338804 0.0010173842405841382 0.0011526047262106669 0.0015326684403279898 0.0012252976916371054 0.0016167929501482436 0.0011001713345379313 0.0016955497471438392 0.0011870606246732543
leaf_count=515 194 201 266 190 212 183 72 303 643 342
internal_value=0 4.47958e-05 8.98864e-05 0.000149038 7.75157e-05 0.000153457 5.98533e-05 0.000379619 -0.000127259 9.33864e-05
internal_weight=0 0.0126393 0.011619 0.0105275 0.00951015 0.00835754 0.00713224 0.00263284 0.0044994 0.00280385
internal_count=3121 2606 2405 2211 1945 1755 1572 515 1057 414
is_linear=0
shrinkage=0.00196078


Tree=3601
num_leaves=11
num_cat=0
split_feature=484 15 15 15 12 3 1 3 1 2
split_gain=0.000149363 9.25023e-05 0.0001265 7.82374e-05 0.000207345 8.19646e-05 0.000108094 0.000195868 0.000138354 6.63152e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.11713499999999999 1.0000000180025095e-35 0.086850000000000024 -0.13309499999999996 0.095285000000000022 0.0051600000000000005 0.11103500000000001 0.093175000000000022
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 -4 7 -7 -8 -9
right_child=1 2 3 4 -6 6 8 9 -10 -11
leaf_value=-0.00070617254016071198 0.0006251244978993614 -0.00062006080325739676 0.00068661100327389087 -0.00078987302841521145 0.00023471175186741435 -0.00075093346658486673 0.00090080913472886037 0.00057805237827218236 3.4948400708115674e-05 -0.00011274081280067864
leaf_weight=0.0010628168887816094 0.0010205448898457795 0.0011103232511176101 0.001072243888639161 0.0012839255117686886 0.0018587169648641923 0.0012616372051205147 0.0011646294497271725 0.0010401663264376637 0.0018155668624177945 0.0010985859461714043
leaf_count=515 232 185 138 342 739 582 156 53 140 39
internal_value=0 5.8965e-05 9.60555e-06 7.55897e-05 -0.000183882 0.000185001 0.000100707 -0.000138217 0.000373318 0.000223221
internal_weight=0 0.0127263 0.0117058 0.0105955 0.00314264 0.00745283 0.00638059 0.00340039 0.0029802 0.00213875
internal_count=3121 2606 2374 2189 1081 1108 970 674 296 92
is_linear=0
shrinkage=0.00196078


Tree=3602
num_leaves=9
num_cat=0
split_feature=1 4 0 15 52 12 3 4
split_gain=2.70626e-05 6.79959e-05 4.53675e-05 4.6031e-05 5.22645e-05 4.3178e-05 0.000175452 5.49631e-05
threshold=0.094385000000000011 -1.0000000180025095e-35 -0.084269999999999984 0.035560000000000008 0.091820000000000013 0.090995000000000006 0.083060000000000009 0.056795000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -2 -8
right_child=5 -3 3 -5 -6 -7 7 -9
leaf_value=-0.016215349234074371 0.042472257786412053 -0.0235237485779555 -0.016690278190066295 0.025217676795766805 0.015035580163144942 -0.0086096768519979498 0.01415080250478154 -0.015077546347740438
leaf_weight=0.0010667310087894197 0.001198602224229516 0.0014602242628959511 0.0010372878054225754 0.0010100023911626798 0.0010397321179126027 0.0016615727285801962 0.001063923453117066 0.0016276278285917711
leaf_count=707 327 488 273 641 69 338 125 153
internal_value=0 -0.0049621 0.00156313 0.00770654 -0.000808681 0.00488433 0.0106479 -0.00352409
internal_weight=0 0.00561398 0.00415375 0.00308702 0.00207702 0.00555173 0.00389015 0.00269155
internal_count=3121 2178 1690 983 342 943 605 278
is_linear=0
shrinkage=0.1


Tree=3603
num_leaves=9
num_cat=0
split_feature=484 160 52 49 4 13 1 43
split_gain=2.95341e-05 5.04737e-05 7.25935e-05 7.63831e-05 9.58016e-05 0.000152982 6.06848e-05 7.62716e-05
threshold=0.084040000000000017 -1.0000000180025095e-35 0.10744000000000002 -0.081404999999999991 0.0052350000000000009 -0.0034749999999999994 0.10708500000000001 -0.013199999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -6 -8
right_child=-2 2 -4 4 6 -7 7 -9
leaf_value=-0.019656292052006304 0.014268813482348517 0.019427214414365256 0.025375633272064282 0.0021793446304567898 0.019752766540533186 -0.046719514920847006 0.013056719116259802 -0.024704669056901316
leaf_weight=0.0013784050378585705 0.0012742251024203078 0.0013042417332574732 0.0010660291654557945 0.0012954469431210301 0.0013853558779096014 0.0012641312329227804 0.0010026795282781688 0.0011465181853591369
leaf_count=632 368 160 175 851 280 415 105 135
internal_value=0 -0.00191102 0.000978751 -0.00253659 -0.00723719 -0.021971 0.00343239 -0.0070876
internal_weight=0 0.00984281 0.0084644 0.00739837 0.00609413 0.00255958 0.00353455 0.0021492
internal_count=3121 2753 2121 1946 1786 1266 520 240
is_linear=0
shrinkage=0.1


Tree=3604
num_leaves=10
num_cat=0
split_feature=484 15 12 151 0 48 0 3 12
split_gain=0.000140297 7.51584e-05 0.000159037 9.12761e-05 0.00019683 0.000154853 0.000107797 9.99864e-05 8.0858e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.086850000000000024 -0.044604999999999992 -0.13027499999999997 0.084485000000000018 -0.078904999999999989 -0.13309499999999996 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 -5 -6 -8 -9
right_child=1 2 -4 4 6 -7 7 8 -10
leaf_value=-0.00070664869263628268 -0.00027289459181817279 -0.00075628940539204507 0.00015525701809299071 0.0012646303230306232 -0.00044887998636907112 0.00024483109875639525 0.00070912173263462045 0.00036689217094119681 -0.00029054577147038114
leaf_weight=0.0010206723290992611 0.0017100797223965026 0.0012462942371094105 0.0017967627977803985 0.0010456025725735464 0.0013875575067119504 0.0012651142265108772 0.0010374855291104259 0.0012899994932944955 0.0016255793743653862
leaf_count=515 357 342 739 95 457 83 132 188 213
internal_value=0 4.96282e-05 -0.00021807 0.000136647 0.00022818 0.000706292 2.13163e-05 0.000186359 3.38012e-07
internal_weight=0 0.0124045 0.00304306 0.00936142 0.00765134 0.00231072 0.00534062 0.00395306 0.00291558
internal_count=3121 2606 1081 1525 1168 178 990 533 401
is_linear=0
shrinkage=0.00196078


Tree=3605
num_leaves=10
num_cat=0
split_feature=484 4 150 49 12 16 42 43 13
split_gain=0.000133256 7.17737e-05 7.08019e-05 8.26813e-05 8.86355e-05 7.8547e-05 9.53022e-05 5.6927e-05 8.36124e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 0.089910000000000018 -0.072814999999999977 -0.040564999999999997 0.40391000000000005 0.086665000000000006 -0.084004999999999982 -0.095304999999999987
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=-0.00069301475221783797 0.00048534663213570191 0.00039539065968939493 -0.00041954675723322548 -0.00056326511334780659 0.0004696365036775844 0.00055269668439570676 -0.00053930844532874974 0.00033003544856558757 -0.00031546844508260365
leaf_weight=0.0010276827534131663 0.0013804375064415935 0.0018725755492725966 0.0014752060603276463 0.0010564420874756616 0.0011297470955523373 0.0010063522621462087 0.0011707408776064233 0.0013345589972511033 0.0018285699438346063
leaf_count=515 177 346 197 124 255 211 574 72 650
internal_value=0 4.20574e-05 -2.16721e-05 4.42263e-05 -3.66807e-05 4.93021e-05 -4.34189e-05 9.18187e-05 -4.31232e-05
internal_weight=0 0.0122546 0.0103821 0.00890685 0.00752641 0.00646997 0.00546362 0.00429288 0.00316313
internal_count=3121 2606 2260 2063 1886 1762 1551 977 722
is_linear=0
shrinkage=0.00196078


Tree=3606
num_leaves=9
num_cat=0
split_feature=484 15 12 124 151 42 4 15
split_gain=0.00013554 5.56489e-05 0.00014225 0.000108841 0.000167069 0.000182367 0.000128333 0.00010226
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.086850000000000024 -0.013479999999999999 -0.044604999999999992 0.079510000000000011 0.10637500000000001 -0.037864999999999989
decision_type=2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 6 7 -6
right_child=1 2 -4 4 5 -7 -8 -9
leaf_value=-0.00069710220522240082 -0.00044515514910403741 -0.0006982424221564326 0.00016686199084368778 -0.00040017722879743265 -4.6821280000197938e-05 -0.00022014344520007649 0.0010314615289209643 0.00062302968448666601
leaf_weight=0.0010159586675924396 0.0011327469367499307 0.0012246087541895885 0.0018120965805940878 0.0014456073270893155 0.0015646216177115438 0.0016922046365409312 0.001387193166012532 0.0019914668697726757
leaf_count=515 227 342 739 278 253 411 162 194
internal_value=0 4.81891e-05 -0.000182008 0.000124058 0.000203846 0.000335438 0.000525627 0.000328306
internal_weight=0 0.0122505 0.00303671 0.00921384 0.00808109 0.00663549 0.00494328 0.00355609
internal_count=3121 2606 1081 1525 1298 1020 609 447
is_linear=0
shrinkage=0.00196078


Tree=3607
num_leaves=11
num_cat=0
split_feature=484 15 15 15 42 0 48 52 42 2
split_gain=0.000152592 0.000116667 8.27953e-05 6.96159e-05 0.000168139 7.7918e-05 0.000263201 0.000100384 8.47067e-05 4.39876e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.11713499999999999 1.0000000180025095e-35 0.083995000000000014 -0.10607499999999999 0.086260000000000017 0.10744000000000002 0.079510000000000011 0.091545000000000015
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 6 -4 8 9 -7
right_child=1 2 3 4 -6 7 -8 -9 -10 -11
leaf_value=-0.00073793914136452182 0.00067816751534689604 -0.00054770462937651031 0.00095485760671856084 -0.00060196209401637178 0.00031806970641103853 -0.00027990612094438164 -0.00028076147826827284 0.00046191630351441514 -0.00065563551309960188 0.00025968718403894373
leaf_weight=0.0010358061306604055 0.0010275555188031327 0.0010096569953096527 0.0015037126384073217 0.0017714576230161367 0.0013424519828049274 0.0010468507272600668 0.0011851916780787342 0.0012650676605998586 0.0010263691309151104 0.0013048094398587886
leaf_count=515 232 185 126 588 493 145 84 151 364 238
internal_value=0 4.52477e-05 -1.15247e-05 4.03002e-05 -0.000205323 0.000144617 0.000410232 -9.20642e-06 -0.000185641 1.94851e-05
internal_weight=0 0.0124831 0.0114556 0.0104459 0.00311391 0.007332 0.0026889 0.0046431 0.00337803 0.00235166
internal_count=3121 2606 2374 2189 1081 1108 210 898 747 383
is_linear=0
shrinkage=0.00196078


Tree=3608
num_leaves=9
num_cat=0
split_feature=50 160 12 1 2 12 1 12
split_gain=2.80034e-05 5.0719e-05 4.35281e-05 8.93517e-05 8.69209e-05 5.67997e-05 7.42099e-05 4.33973e-05
threshold=0.088425000000000017 -0.08538999999999998 0.097825000000000009 0.11181500000000001 0.099185000000000009 0.084100000000000022 0.086560000000000012 0.10911500000000002
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=0.023009562373014287 -0.013873908108920075 0.0225124126966465 0.02666722184857789 -0.024630746969191267 0.020295512520786735 -0.024339612897527101 -0.014288288151620998 -0.0023771391336529744
leaf_weight=0.001005363075371162 0.0013032696731219888 0.0010031132313490614 0.0010234048541991022 0.0016701134245720927 0.0017254933977104317 0.0012385458671814492 0.0012076539157843871 0.0010344365275385674
leaf_count=391 560 195 195 273 333 857 133 184
internal_value=0 0.00171883 -0.000685466 -0.0045194 0.00197133 -0.00719521 0.00240966 0.0120672
internal_weight=0 0.00990812 0.00890276 0.00684492 0.00517481 0.00344931 0.00221077 0.00205784
internal_count=3121 2561 2170 1791 1518 1185 328 379
is_linear=0
shrinkage=0.1


Tree=3609
num_leaves=8
num_cat=0
split_feature=1 52 3 16 0 4 0
split_gain=3.22685e-05 6.20468e-05 9.56652e-05 5.36228e-05 4.4568e-05 8.05196e-05 3.41261e-05
threshold=0.10937500000000001 0.10160000000000001 0.090900000000000009 -0.071854999999999988 -0.084269999999999984 0.04735000000000001 -0.053834999999999994
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -2 5 -1 -6
right_child=3 -3 -4 -5 6 -7 -8
leaf_value=-0.036315203522263827 0.020321670471653584 -0.02211816672361552 0.022259879020449937 -0.00377104136991303 0.014727524277275889 0.0027776711315799524 -0.0094883362450649891
leaf_weight=0.0010819140074146427 0.0017410368972259086 0.0014915256715321915 0.0015286459517378226 0.0019680607264893259 0.001180618350087268 0.0010270085378400503 0.0011476573893900502
leaf_count=743 305 493 138 243 784 192 223
internal_value=0 -0.00387554 0.000685312 0.00753799 -0.00674728 -0.0172777 0.002791
internal_weight=0 0.00745737 0.00596584 0.0037091 0.0044372 0.00210892 0.00232828
internal_count=3121 2573 2080 548 1942 935 1007
is_linear=0
shrinkage=0.1


Tree=3610
num_leaves=9
num_cat=0
split_feature=1 457 4 48 0 2 15 0
split_gain=2.67515e-05 6.63006e-05 8.95642e-05 5.86821e-05 7.5866e-05 3.87149e-05 3.79752e-05 6.41937e-05
threshold=0.111945 0.078435000000000019 -0.0029599999999999995 0.10358500000000001 -0.10324499999999999 0.091055000000000011 1.0000000180025095e-35 0.047850000000000011
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 6 4 -2 -4 7 -1
right_child=3 -3 5 -5 -6 -7 -8 -9
leaf_value=0.025813440971807662 0.036537819249172203 0.016490124583561121 -0.036433757565385701 -0.012547161724116707 0.00010831746691952057 -0.011312632860372408 -0.012357457137526893 -0.0055187044455674121
leaf_weight=0.0011961279547275643 0.0010245976513579289 0.0013918973748364323 0.0011004960782342432 0.0010224652806256835 0.0012931799627895349 0.0013862585113087059 0.00127070021141864 0.0014424756701774772
leaf_count=545 120 224 270 97 280 365 1061 159
internal_value=0 -0.00328866 -0.00759288 0.00740892 0.0162124 -0.0224298 0.00184507 0.00868474
internal_weight=0 0.00778796 0.00639606 0.00334024 0.00231778 0.00248675 0.0039093 0.0026386
internal_count=3121 2624 2400 497 400 635 1765 704
is_linear=0
shrinkage=0.1


Tree=3611
num_leaves=11
num_cat=0
split_feature=484 1 131 16 4 16 52 150 48 43
split_gain=0.000131054 8.37201e-05 5.89694e-05 6.36162e-05 0.000137736 0.000109535 8.05451e-05 6.22989e-05 6.15096e-05 0.000104957
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decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 7 -6 8 9 -2
right_child=1 -3 -4 4 6 -7 -8 -9 -10 -11
leaf_value=-0.00068011339680522636 -0.00042972353255622294 0.00058112771314691735 -0.00042645390382598577 -0.00035431868893880922 0.00019208233122296119 -0.0006386530310729284 0.00084665527036111401 0.00041563618906869163 -0.00049973515468881228 0.0003715468215136285
leaf_weight=0.0010269003508948651 0.0010093764136163252 0.0010405436701318395 0.0011232136566147856 0.0011152894721805102 0.0018197649306996733 0.0011067587905570124 0.0011988980773267599 0.0012826859742480529 0.0010050780264671305 0.001665687916738038
leaf_count=515 462 176 344 127 355 345 192 156 117 332
internal_value=0 4.88604e-05 -3.6851e-08 4.69035e-05 0.000234504 -8.08702e-05 0.000452054 4.35208e-05 -8.61773e-05 6.92052e-05
internal_weight=0 0.0123673 0.0113268 0.0102035 0.00413395 0.00606959 0.00301866 0.00496283 0.00368014 0.00267506
internal_count=3121 2606 2430 2086 674 1412 547 1067 911 794
is_linear=0
shrinkage=0.00196078


Tree=3612
num_leaves=10
num_cat=0
split_feature=484 15 42 151 0 48 2 1 43
split_gain=0.000116046 7.14495e-05 0.000146694 0.000107825 0.000152654 0.000169491 0.000100238 8.98137e-05 6.64515e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.083995000000000014 -0.044604999999999992 -0.13027499999999997 0.084485000000000018 0.10672500000000001 0.095285000000000022 -0.076124999999999984
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 -5 7 -6 -9
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leaf_value=-0.00062824855870312812 -0.00031055491005411306 -0.00056702108549270365 0.00029067150153573828 0.0012376396084867523 -0.00040220069094989313 0.00016811140725793289 0.00050666193788658051 -0.0001726800761709225 0.00051717324514322202
leaf_weight=0.0010423336798384046 0.0016994062390838409 0.0018114674221965661 0.0013292446738323283 0.0010540056674820586 0.0019519013509685561 0.0012396998271046039 0.0014203794192463324 0.0010534494279530395 0.0010947335263473885
leaf_count=515 357 588 493 95 452 83 315 98 125
internal_value=0 5.24103e-05 -0.00020402 0.000137065 0.000234413 0.000659582 5.77584e-05 -9.77538e-05 0.000178875
internal_weight=0 0.0126543 0.00314071 0.00951358 0.00781417 0.00229371 0.00552046 0.00410008 0.00214818
internal_count=3121 2606 1081 1525 1168 178 990 675 223
is_linear=0
shrinkage=0.00196078


Tree=3613
num_leaves=11
num_cat=0
split_feature=484 15 15 15 42 3 1 3 3 1
split_gain=0.000163691 0.000120991 9.64411e-05 8.84657e-05 0.000172646 8.55957e-05 0.000108118 0.000166067 9.5146e-05 5.8897e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.11713499999999999 1.0000000180025095e-35 0.083995000000000014 -0.13309499999999996 0.10060500000000001 -0.0080949999999999998 0.10893000000000001 0.085345000000000018
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 -4 7 -7 -8 -9
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leaf_value=-0.00074380734660934439 0.00070433353465585444 -0.00058020300067139962 0.0006853286182491896 -0.00062517791560002124 0.00030808101773172584 -0.00072951597501152749 0.00070703464369616109 0.00042466538735578987 -7.0659785856482646e-05 -0.00016515354300666274
leaf_weight=0.001073582265028507 0.0010109920504001368 0.0010152690732646305 0.0010588495738871155 0.0017764219070943506 0.0013346961997708886 0.0011989169440978515 0.0015212850995825374 0.0014061018704563033 0.0010039927621627309 0.0012119080906081159
leaf_count=515 232 185 138 588 493 569 168 65 80 88
internal_value=0 5.39374e-05 -3.10435e-06 5.2632e-05 -0.000224802 0.000169255 8.30945e-05 -0.000125142 0.000397841 0.000151631
internal_weight=0 0.0125384 0.0115274 0.0105122 0.00311112 0.00740105 0.0063422 0.00381693 0.00252528 0.00261801
internal_count=3121 2606 2374 2189 1081 1108 970 722 248 153
is_linear=0
shrinkage=0.00196078


Tree=3614
num_leaves=8
num_cat=0
split_feature=4 42 43 4 52 1 0
split_gain=2.40505e-05 3.64192e-05 5.79495e-05 7.34197e-05 7.76114e-05 4.78976e-05 9.767e-05
threshold=0.27287000000000006 0.091735000000000025 0.12266000000000001 0.055260000000000011 -0.088204999999999992 0.094385000000000011 -0.077999999999999986
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
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leaf_weight=0.0013865820759178622 0.001747290669831608 0.0011337975020606827 0.0010015625317452608 0.0015152898246004092 0.001827750347630381 0.0013027940145575786 0.001293083266695349
leaf_count=479 352 562 167 214 982 190 175
internal_value=0 -0.00206924 0.00022016 -0.00286444 0.00224813 0.00871882 0.00199571
internal_weight=0 0.00946086 0.00832706 0.0073255 0.00581021 0.00442363 0.00312083
internal_count=3121 2769 2207 2040 1826 1347 1157
is_linear=0
shrinkage=0.1


Tree=3615
num_leaves=13
num_cat=0
split_feature=484 15 15 43 131 160 12 42 52 1 42 49
split_gain=9.99478e-05 0.000124336 0.000107664 9.71565e-05 0.00010149 9.70796e-05 0.000159194 0.000107391 0.000167585 0.000187763 8.72938e-05 4.18782e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.11713499999999999 -0.17390999999999998 0.080385000000000012 0.092865000000000017 0.096525000000000014 0.084050000000000014 0.077655000000000016 0.086560000000000012 -0.094469999999999985 -0.032624999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 10 5 6 7 8 9 -5 -4 -11
right_child=1 2 3 4 -6 -7 -8 -9 -10 11 -12 -13
leaf_value=-0.0005798640562476988 0.00070456225372741413 -0.00060329049069057436 4.0828319068748693e-05 0.00080607782329207805 -0.00057759998674006654 -0.00051479041243063218 -0.00055897485675576253 -0.00021590319820114 0.0010944625226768153 0.00010585607521220902 0.00083547209662386036 -0.00045596807626054124
leaf_weight=0.001055253606911887 0.0010208075615196618 0.0010653820670914515 0.0010966355150549625 0.0012037066556543148 0.0011736867712399202 0.0010472392494308737 0.0010917307669154556 0.0013859814148050225 0.0010458377472783113 0.0010375405194025533 0.0010313419527149268 0.0010033932261010331
leaf_count=515 232 185 67 186 346 115 273 554 240 120 96 192
internal_value=0 4.72327e-05 -7.84697e-06 4.9216e-05 -3.99697e-05 4.07693e-05 0.000126731 0.00025861 0.000411895 0.000191884 0.000425959 -0.000170356
internal_weight=0 0.0132033 0.0121825 0.0111171 0.00898912 0.00781543 0.00676819 0.00567646 0.00429048 0.00324464 0.00212798 0.00204093
internal_count=3121 2606 2374 2189 2026 1680 1565 1292 738 498 163 312
is_linear=0
shrinkage=0.00196078


Tree=3616
num_leaves=11
num_cat=0
split_feature=484 43 40 3 0 151 47 42 42 0
split_gain=0.000139314 9.13253e-05 0.000105966 8.02002e-05 0.000243201 0.000148003 0.000108128 7.58497e-05 6.78063e-05 0.000117659
threshold=-1.0000000180025095e-35 0.16180500000000003 -0.074429999999999982 -0.12018999999999998 -0.053834999999999994 -0.0083949999999999979 0.10589000000000001 0.079510000000000011 0.08623500000000002 -0.11437499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 7 5 -5 8 -4 9 -7
right_child=1 -3 3 4 -6 6 -8 -9 -10 -11
leaf_value=-0.00069325870370189481 0.0006874217038865413 -0.00050225410470119557 0.0006906699868308798 -0.0003931395221458477 -0.00072447439694877877 0.00029845861216517644 0.0008605563993255126 -1.2136114417441749e-05 0.00058249186573034915 -0.00049600581438804495
leaf_weight=0.0010432009625511275 0.0010772397432264038 0.0010499881574306908 0.0012566455521116791 0.0016445684678955148 0.0016420114196570414 0.0018767185929389313 0.0010027301762924982 0.0011135709954563228 0.0010057083595581429 0.0011594989540480607
leaf_count=515 225 201 181 266 234 137 66 87 546 663
internal_value=0 5.18492e-05 0.000101244 4.22373e-05 -4.83017e-05 0.000117679 0.000284207 0.000360479 0.000141225 -4.93884e-06
internal_weight=0 0.0128287 0.0117787 0.0107015 0.00833124 0.00668922 0.00504466 0.00237022 0.00404193 0.00303622
internal_count=3121 2606 2405 2180 1912 1678 1412 268 1346 800
is_linear=0
shrinkage=0.00196078


Tree=3617
num_leaves=11
num_cat=0
split_feature=484 15 15 15 42 43 42 52 1 2
split_gain=0.000174608 9.71254e-05 9.80822e-05 8.29041e-05 0.000216251 9.26943e-05 0.000103835 0.000112579 9.47865e-05 3.49903e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.11713499999999999 1.0000000180025095e-35 0.083995000000000014 -0.16318499999999997 0.081660000000000024 -0.081429999999999989 0.095285000000000022 0.093680000000000013
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 -4 7 -7 9 -9
right_child=1 2 3 4 -6 6 -8 8 -10 -11
leaf_value=-0.00076126507989626854 0.00063078741291196141 -0.00056290984350981842 0.00064739095211685364 -0.00064082770242422388 0.00038753711506794576 0.00069647835436254261 -0.00039171931550265911 2.9827359447284804e-05 0.00043749577496659359 -0.00046355552874156446
leaf_weight=0.0011010443837983176 0.0010266648282075521 0.0010741605127401162 0.0012966530452043178 0.0018568951794746258 0.0013634410922010369 0.0013231273035296982 0.0014355364255017114 0.0010785597643862865 0.0013424342995376026 0.0011333425096475001
leaf_count=515 232 185 74 588 493 278 459 91 123 83
internal_value=0 5.21346e-05 2.22905e-06 5.82817e-05 -0.000205434 0.000169884 7.18066e-05 0.000208232 2.64783e-05 -0.000222974
internal_weight=0 0.0129308 0.0119042 0.01083 0.00322034 0.00760965 0.006313 0.00487746 0.00355434 0.0022119
internal_count=3121 2606 2374 2189 1081 1108 1034 575 297 174
is_linear=0
shrinkage=0.00196078


Tree=3618
num_leaves=11
num_cat=0
split_feature=484 15 15 15 42 3 0 48 16 3
split_gain=0.00012899 9.25308e-05 6.55938e-05 6.96313e-05 0.000153012 9.66093e-05 0.000126183 0.000128958 7.99285e-05 3.6788e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.11713499999999999 1.0000000180025095e-35 0.083995000000000014 -0.13309499999999996 -0.10151999999999999 0.086260000000000017 0.38525000000000004 -0.0087149999999999988
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 -4 7 -7 9 -8
right_child=1 2 3 4 -6 6 8 -9 -10 -11
leaf_value=-0.00068279545575923399 0.00060446060213445051 -0.00048158413071938569 0.00068114803591157191 -0.00059287697335421135 0.00028569321622789806 0.00070627085286132654 -0.00072596736240151689 -0.00011814664086258006 0.00015117989679908048 -0.00019842421416478421
leaf_weight=0.0010319293958893699 0.0010199009591141525 0.0010392319168888971 0.0010750430971286579 0.0017586436563630046 0.0013450283139569055 0.0016531616778513868 0.0010012649852472262 0.0013055922307797507 0.0013954627371536546 0.0010320701282807375
leaf_count=515 232 185 138 588 493 140 477 84 164 105
internal_value=0 3.82169e-05 -1.15451e-05 3.4685e-05 -0.000212134 0.000137336 4.58111e-05 0.000342485 -0.000210192 -0.0004582
internal_weight=0 0.0126254 0.0116055 0.0105663 0.00310367 0.00746259 0.00638755 0.00295875 0.0034288 0.00203334
internal_count=3121 2606 2374 2189 1081 1108 970 224 746 582
is_linear=0
shrinkage=0.00196078


Tree=3619
num_leaves=9
num_cat=0
split_feature=159 1 484 43 43 3 48 15
split_gain=3.52392e-05 4.99439e-05 4.77436e-05 7.03704e-05 0.000154092 6.13835e-05 6.03052e-05 3.34298e-05
threshold=-0.032739999999999991 0.13146500000000003 0.073690000000000019 -0.14968999999999996 -0.0037449999999999996 0.12178000000000001 0.085875000000000021 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 -6
right_child=1 -3 -4 4 5 -7 -8 -9
leaf_value=-0.017992117153397994 0.015700053299983887 0.021338527232509955 0.017251574549974811 -0.03608416713743634 0.02783170283010139 -0.019044107195178475 -0.012751188453907309 0.0049310463744481111
leaf_weight=0.0010025446837703166 0.0015157775611114805 0.0011450656317814516 0.0012630105655871355 0.0015190352754400494 0.001154600919436472 0.0012229134060224439 0.0011031087090108442 0.0014231238531856245
leaf_count=421 201 216 293 1125 158 78 127 502
internal_value=0 0.00164347 -0.000807433 -0.00368059 -0.00825442 0.000366405 0.00681532 0.0151886
internal_weight=0 0.0103466 0.00920157 0.00793856 0.00642278 0.00490375 0.00368083 0.00257772
internal_count=3121 2700 2484 2191 1990 865 787 660
is_linear=0
shrinkage=0.1


Tree=3620
num_leaves=10
num_cat=0
split_feature=484 15 15 15 42 3 0 151 3
split_gain=0.000133783 9.35158e-05 0.000100154 7.67469e-05 0.000204588 7.71522e-05 0.0001006 0.000121685 9.2961e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.11713499999999999 1.0000000180025095e-35 0.083995000000000014 -0.13309499999999996 -0.10151999999999999 -0.0083949999999999979 1.0000000180025095e-35
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=-0.00067424233633650696 0.00062139336120364038 -0.00057591465025275341 0.00066295664296175407 -0.00062696513573676249 0.00038415279678751809 -0.00012477816429507486 -0.00048566226159916023 0.00068608297872936586 0.00016199769878701977
leaf_weight=0.0010544662627511017 0.0010219184566597752 0.0010464960864695642 0.001044320457081702 0.0018071926827238417 0.0013397271784209395 0.001205494631158566 0.0015992097150477592 0.0017365554173573573 0.0018237265945487691
leaf_count=515 232 185 138 588 493 100 640 124 106
internal_value=0 5.2757e-05 2.67397e-06 6.00326e-05 -0.000196505 0.000168991 8.79445e-05 0.000353835 -0.000140592
internal_weight=0 0.0126246 0.0116027 0.0105562 0.00314692 0.00740931 0.00636499 0.00294205 0.00342294
internal_count=3121 2606 2374 2189 1081 1108 970 224 746
is_linear=0
shrinkage=0.00196078


Tree=3621
num_leaves=11
num_cat=0
split_feature=484 43 40 133 160 151 4 42 15 15
split_gain=0.000113048 8.81297e-05 0.000129588 7.16608e-05 0.000155359 0.000182887 0.000229506 0.00018229 0.000196512 0.000102783
threshold=-1.0000000180025095e-35 0.16180500000000003 -0.074429999999999982 -0.019454999999999997 -0.080409999999999995 -0.0083949999999999979 0.24564500000000003 0.083995000000000014 1.0000000180025095e-35 -0.037864999999999989
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=-0.00063135424205889483 0.00073614095398460391 -0.00052171913159138918 0.00051726153384841793 -0.00062014305932081375 -0.00053434406000975603 -0.00027144965663412527 0.00098878846146861115 0.00061729514859891401 -0.00086232391768768422 0.0005045722675541531
leaf_weight=0.0010589068329622765 0.0010640043328163139 0.0010033641905116868 0.0010003155110287999 0.0014718046571365181 0.0015417635755455529 0.0013431168884001816 0.001205916410057498 0.0015082289566427697 0.0011566052308806026 0.0012830365663194319
leaf_count=515 225 201 463 416 202 133 151 372 299 144
internal_value=0 3.57359e-05 8.40591e-05 1.8049e-05 -3.44584e-05 7.2775e-05 0.000216849 4.09092e-05 -0.000188902 0.000107685
internal_weight=0 0.0125782 0.0115748 0.0105108 0.00951047 0.00803867 0.0064969 0.00529099 0.00378276 0.00262615
internal_count=3121 2606 2405 2180 1717 1301 1099 948 576 277
is_linear=0
shrinkage=0.00196078


Tree=3622
num_leaves=9
num_cat=0
split_feature=159 51 52 13 0 47 2 16
split_gain=2.89514e-05 4.29986e-05 5.10673e-05 6.7312e-05 9.28129e-05 6.04074e-05 5.18295e-05 6.57197e-05
threshold=-0.032739999999999991 0.092235000000000011 0.10160000000000001 0.18141000000000002 -0.062294999999999996 1.0000000180025095e-35 0.092365000000000017 -0.083539999999999989
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=-0.016295389625116671 0.02945712634690156 0.019760282006579356 -0.020589320106009751 -0.02159531840237101 0.024725638283005516 -0.019590097679836584 -0.010019759549887763 -0.0036752342525316717
leaf_weight=0.0010059804112295062 0.0012842269069711298 0.0011439169178496947 0.0011419686103989512 0.0010517037232705443 0.0018545910189581441 0.0013437630382812098 0.0014314989685955946 0.0011214825288341369
leaf_count=421 395 244 293 107 368 230 413 650
internal_value=0 0.00147265 -0.000794008 0.0020012 0.00552851 -0.00134334 0.00504655 0.0140116
internal_weight=0 0.0103732 0.00922923 0.00808727 0.00703556 0.00518097 0.00383721 0.00240571
internal_count=3121 2700 2456 2163 2056 1688 1458 1045
is_linear=0
shrinkage=0.1


Tree=3623
num_leaves=9
num_cat=0
split_feature=159 15 15 12 3 15 15 2
split_gain=2.77053e-05 4.76372e-05 5.45274e-05 0.0001165 7.26571e-05 7.59245e-05 0.000111298 4.97441e-05
threshold=0.091005000000000016 -0.11713499999999999 1.0000000180025095e-35 0.086850000000000024 -0.10519499999999998 -0.016799999999999995 -0.074054999999999996 0.090050000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 6 7 -6
right_child=-2 2 3 -5 5 -7 -8 -9
leaf_value=-0.014258211379740851 -0.015940971840845898 0.031690893319297461 -0.032334678608096544 0.010107738878460957 -0.0059799123921250663 0.021818144479827026 -0.03001015114978451 0.024881412307791159
leaf_weight=0.0016258472163570162 0.0010046093494529692 0.0011982676059492684 0.0011067398034569928 0.0015559843839243407 0.001079200147882684 0.0016239606505620489 0.0011286067552986568 0.001012113410261292
leaf_count=365 382 165 373 776 252 241 310 257
internal_value=0 0.00145443 0.00438915 -0.00753311 0.00964319 0.00418909 -0.00470209 0.00895575
internal_weight=0 0.0103307 0.00870487 0.00266272 0.00604215 0.00484388 0.00321992 0.00209131
internal_count=3121 2739 2374 1149 1225 1060 819 509
is_linear=0
shrinkage=0.1


Tree=3624
num_leaves=8
num_cat=0
split_feature=1 4 12 3 48 2 4
split_gain=3.73135e-05 4.93709e-05 4.8176e-05 0.000170876 4.6916e-05 7.40487e-05 4.09049e-05
threshold=0.094385000000000011 -1.0000000180025095e-35 0.090995000000000006 0.083060000000000009 0.083985000000000018 0.096540000000000015 0.056795000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 4 3 -2 5 -1 -5
right_child=2 -3 -4 6 -6 -7 -8
leaf_value=-0.019737550444940022 0.043003062224194276 -0.021558708274637559 -0.0084248532536034381 0.013121214556926431 0.01849044940847204 0.010986670138361767 -0.012022061307351574
leaf_weight=0.0017847288697206618 0.0012114589816982491 0.0014722124325087203 0.0016887207940442517 0.0010644047579934091 0.0010112538172240104 0.0013995860458923275 0.0016501451520708477
leaf_count=1276 327 488 338 125 179 235 153
internal_value=0 -0.00580295 0.00569882 0.0117739 -0.000274301 -0.00623349 -0.00216311
internal_weight=0 0.00566778 0.00561473 0.00392601 0.00419557 0.00318431 0.00271455
internal_count=3121 2178 943 605 1690 1511 278
is_linear=0
shrinkage=0.1


Tree=3625
num_leaves=10
num_cat=0
split_feature=484 1 12 43 2 16 133 47 4
split_gain=0.000122838 8.14717e-05 6.39456e-05 7.79621e-05 0.000106706 0.000128869 9.55701e-05 6.18853e-05 0.000125677
threshold=-1.0000000180025095e-35 0.11230000000000001 0.098810000000000023 -0.072864999999999985 0.089885000000000007 -0.091114999999999988 1.0000000180025095e-35 0.13148500000000005 0.24564500000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 -5 -6 -2 8 -3
right_child=1 7 -4 4 5 -7 -8 -9 -10
leaf_value=-0.00066137702892589054 0.00060089588663823955 8.8982505161941462e-05 -0.00045487289108568559 -0.00050376422009312772 0.00046452217190586295 -0.00032620286688836545 -0.0001684072701742758 -0.00010147050114424394 0.00099583078274030298
leaf_weight=0.001019902809311731 0.0015509094948210006 0.0013782683708907493 0.0012953279303000963 0.0018281504455635949 0.0016763984757603727 0.0015027743618128452 0.001035290730028865 0.0010170569378273875 0.0010241433573117656
leaf_count=515 265 140 316 707 137 302 450 45 244
internal_value=0 4.67365e-05 -5.22077e-05 1.64802e-05 -0.000126303 9.07516e-05 0.000292933 0.00030394 0.00047557
internal_weight=0 0.0123083 0.00888885 0.00759352 0.00500732 0.00317917 0.0025862 0.00341947 0.00240241
internal_count=3121 2606 2177 1861 1146 439 715 429 384
is_linear=0
shrinkage=0.00196078


Tree=3626
num_leaves=11
num_cat=0
split_feature=484 15 15 156 15 42 3 3 15 2
split_gain=0.000108727 9.62075e-05 7.88039e-05 5.68643e-05 6.75592e-05 0.000173862 8.48702e-05 8.04642e-05 0.000144539 0.000143384
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.11713499999999999 0.085790000000000019 1.0000000180025095e-35 0.083995000000000014 -0.10519499999999998 -0.0087149999999999988 -0.016799999999999995 0.089885000000000007
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 6 -6 -4 -8 9 -9
right_child=1 2 3 -5 5 -7 7 8 -10 -11
leaf_value=-0.00062070677782465912 0.00062318480212906232 -0.0005312556741597261 0.00066767034455510914 -0.00039458856613999846 -0.00060564795330015828 0.00037697722999596804 -0.0003193229685332706 -0.00061931099850480464 0.00072488791328740969 0.00034505853678976111
leaf_weight=0.0010360626026571116 0.0010014108534337806 0.0010182228385741321 0.0012103601743775894 0.0010381455210276844 0.0015440778520830253 0.0012549502775218713 0.0013576112916985836 0.0010156311932768003 0.0014520138218119278 0.0014236141374406597
leaf_count=515 232 185 109 315 551 490 491 55 49 129
internal_value=0 4.06623e-05 -1.08944e-05 4.05647e-05 8.93593e-05 -0.000165086 0.00019962 9.16901e-05 0.000235087 -5.6477e-05
internal_weight=0 0.012316 0.0113146 0.0102964 0.00925826 0.00279903 0.00645923 0.00524887 0.00389126 0.00243925
internal_count=3121 2606 2374 2189 1874 1041 833 724 233 184
is_linear=0
shrinkage=0.00196078


Tree=3627
num_leaves=8
num_cat=0
split_feature=1 15 16 43 52 1 16
split_gain=3.47414e-05 6.4122e-05 9.95027e-05 3.67757e-05 8.35773e-05 5.29139e-05 5.71026e-05
threshold=0.104035 -0.016799999999999995 -0.071854999999999988 -0.17390999999999998 0.084960000000000022 0.089175000000000018 -0.083539999999999989
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 6 -5
right_child=1 -3 -4 4 -6 -7 -8
leaf_value=0.012740728982622899 0.014516103845044762 0.025412303662547892 -0.019568115066364095 0.019453116503772114 -0.030304788818549446 -0.017970805450382078 -0.0084543715012621642
leaf_weight=0.0010100056976480917 0.0019220840095747222 0.0012942089258584197 0.0015449458341993739 0.0015444002981349061 0.0012896744505586366 0.0013082116137000744 0.0013958485249896966
leaf_count=155 324 154 213 285 782 388 820
internal_value=0 0.00641815 -0.000672191 -0.00480783 -0.00800821 -0.0012398 0.00620437
internal_weight=0 0.00476124 0.00346703 0.00654814 0.00553813 0.00424846 0.00294025
internal_count=3121 691 537 2430 2275 1493 1105
is_linear=0
shrinkage=0.1


Tree=3628
num_leaves=10
num_cat=0
split_feature=15 1 457 47 52 15 49 0 52
split_gain=3.09169e-05 3.32574e-05 7.43025e-05 5.12448e-05 7.89122e-05 9.22825e-05 9.83347e-05 0.000100422 4.3861e-05
threshold=-0.24436499999999997 0.13146500000000003 0.087995000000000004 0.092530000000000015 -0.087769999999999987 -0.094549999999999981 -0.0055299999999999993 -0.083914999999999976 0.096795000000000006
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -7 -8 -9
right_child=1 -3 -4 -5 5 6 7 8 -10
leaf_value=0.016266243045945272 -0.027507229859070382 0.013215305320877436 0.019154193447825041 -0.027044599062556348 0.028224175216699017 -0.032752882318217033 0.02708834229566294 -0.023649361977080313 0.0043829390462898519
leaf_weight=0.0010499714740382924 0.0011839202918472787 0.0012960296611173395 0.0012061147313014034 0.0011463765609201811 0.0010117307193069055 0.0010043392683832517 0.0011370032590864803 0.0010996481546669407 0.0011335177406119976
leaf_count=253 532 101 145 258 196 244 549 559 284
internal_value=0 -0.00175347 -0.00392771 -0.00753547 -0.00413147 0.00100663 -0.00528821 0.0028965 -0.00942063
internal_weight=0 0.0102187 0.00892265 0.00771654 0.00657016 0.00538624 0.00437451 0.00337017 0.00223317
internal_count=3121 2868 2767 2622 2364 1832 1636 1392 843
is_linear=0
shrinkage=0.1


Tree=3629
num_leaves=11
num_cat=0
split_feature=484 15 15 15 42 3 1 3 1 2
split_gain=0.000114125 0.000100212 7.41391e-05 6.79098e-05 0.000164436 7.26585e-05 0.00010146 0.000165282 0.000104081 8.62542e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.11713499999999999 1.0000000180025095e-35 0.083995000000000014 -0.13309499999999996 0.095285000000000022 0.0051600000000000005 0.11103500000000001 0.093175000000000022
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 -4 7 -7 -8 -9
right_child=1 2 3 4 -6 6 8 9 -10 -11
leaf_value=-0.0006321038011179044 0.00063097138596750126 -0.00051051961179883064 0.00062982095736306459 -0.00058774376006078552 0.00032837278224396476 -0.00073633972886172089 0.00081505084191699835 0.0005726583088231452 4.2940948871954126e-05 -0.00021342128979375956
leaf_weight=0.0010368721761747886 0.0010291764729037393 0.001026710892331118 0.0010237069262480046 0.0017865352616455222 0.0013024424490756218 0.0012309116432441926 0.0010897428815565269 0.001034038449327479 0.0017477989379734993 0.0011157453399155415
leaf_count=515 232 185 138 588 493 582 156 53 140 39
internal_value=0 4.50919e-05 -7.99784e-06 4.19439e-05 -0.000201471 0.00014577 6.60807e-05 -0.000163381 0.000339466 0.00016468
internal_weight=0 0.0123868 0.0113576 0.0103309 0.00308898 0.00724194 0.00621824 0.0033807 0.00283754 0.00214978
internal_count=3121 2606 2374 2189 1081 1108 970 674 296 92
is_linear=0
shrinkage=0.00196078


Tree=3630
num_leaves=8
num_cat=0
split_feature=50 484 43 4 0 2 151
split_gain=3.04754e-05 4.48989e-05 4.80879e-05 8.37324e-05 9.02113e-05 6.69657e-05 0.000119696
threshold=0.088425000000000017 0.084040000000000017 -0.14968999999999996 -0.35136499999999998 -0.055064999999999996 0.089885000000000007 -0.0083949999999999979
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=0.013384572740176537 -0.014468379493119866 0.019920248330339233 -0.030806066133677947 -0.021850087364505985 0.025547900021154087 -0.02280403800572986 0.018539649944374691
leaf_weight=0.0019013763154006403 0.0013007956536134129 0.0012031119492552306 0.0010343746682431034 0.0017021802300115417 0.001121805591287558 0.0011218016597398725 0.0018635507092118141
leaf_count=212 560 323 155 919 206 160 586
internal_value=0 0.0018079 -0.00068392 -0.00459254 7.48726e-05 -0.00602125 0.00300399
internal_weight=0 0.0099482 0.00874509 0.00684371 0.00580934 0.00468753 0.00298535
internal_count=3121 2561 2238 2026 1871 1665 746
is_linear=0
shrinkage=0.1


Tree=3631
num_leaves=10
num_cat=0
split_feature=41 3 1 133 0 3 12 3 1
split_gain=5.86755e-05 8.55667e-05 7.67866e-05 0.000126411 0.000117386 7.64467e-05 9.25864e-05 6.23516e-05 2.17935e-05
threshold=1.0000000180025095e-35 -0.12018999999999998 0.094385000000000011 0.076280000000000014 -0.13455999999999999 0.083060000000000009 0.090995000000000006 0.13524500000000003 0.11212500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -4 8 -7
right_child=-2 2 5 -5 -6 7 -8 -9 -10
leaf_value=0.00045808296000051464 -0.00044332352169479931 -3.277240641894104e-05 0.00081715768801620206 0.00022275023623885085 -0.00078361268716871477 -6.350324528038703e-05 2.3948890618889634e-05 0.00030856250139336256 -0.00046826445952768367
leaf_weight=0.0016317934100213835 0.0010470274138507938 0.0015055078442715044 0.0011058752177113542 0.001751011180316963 0.0017095759294136945 0.0010298726158692872 0.0011583789115323061 0.0011348733174475212 0.0010159501892276213
leaf_count=221 173 104 262 808 1052 86 214 168 33
internal_value=0 4.06061e-05 -2.48279e-05 -0.000201153 -0.000432021 0.000135991 0.000411357 -6.00354e-05 -0.000264507
internal_weight=0 0.0120428 0.010411 0.00496609 0.00321508 0.00544495 0.00226425 0.0031807 0.00204582
internal_count=3121 2948 2727 1964 1156 763 476 287 119
is_linear=0
shrinkage=0.00196078


Tree=3632
num_leaves=9
num_cat=0
split_feature=1 52 4 0 12 3 15 0
split_gain=2.80149e-05 6.24134e-05 0.000102009 3.9755e-05 3.87233e-05 6.18738e-05 6.59282e-05 7.45223e-06
threshold=0.090405000000000013 -0.077024999999999996 -0.077679999999999985 0.11070500000000001 -0.010834999999999999 -0.074084999999999998 -0.074054999999999996 -0.087634999999999977
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -2 7 -7 -6
right_child=4 2 -4 -5 5 6 -8 -9
leaf_value=0.011725521680785365 0.020103282418709463 0.013726579587567204 -0.035527070903470445 -0.013167613138894016 0.020180400597800893 0.0038849255865046847 -0.025902310107603674 0.0079956741619678483
leaf_weight=0.0014469433456145049 0.0012502247429258843 0.0010803960900452403 0.0012727322655923688 0.0011188178822077672 0.0010046137315626866 0.001787008342627021 0.0012718883346755821 0.0010031595190086175
leaf_count=460 332 652 837 51 83 157 205 344
internal_value=0 -0.0057233 -0.0129952 4.45531e-05 0.00434163 0.000452367 -0.0085006 0.0140925
internal_weight=0 0.00491889 0.00347195 0.00219921 0.00631689 0.00506667 0.0030589 0.00200777
internal_count=3121 2000 1540 703 1121 789 362 427
is_linear=0
shrinkage=0.1


Tree=3633
num_leaves=9
num_cat=0
split_feature=50 484 52 457 151 2 1 2
split_gain=2.70103e-05 3.54588e-05 3.91478e-05 6.38652e-05 7.98083e-05 0.00010078 6.05976e-05 5.23035e-05
threshold=0.088425000000000017 0.084040000000000017 -0.24456499999999998 0.045365000000000009 -0.0056149999999999993 0.10882500000000002 0.089770000000000016 0.092235000000000025
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=-0.018539254825596315 -0.01364055159953228 0.017845416856189778 -0.0263311834791633 0.022649443756622138 -0.00014339716858751726 0.027305801278919985 0.0097443385121681603 -0.030204666277984946
leaf_weight=0.0010574053216749401 0.001295276072750433 0.0011979920919743163 0.0011174373329351991 0.0012513671554190975 0.0011507066138769818 0.0012961908762948752 0.001666311064286705 0.0011645113370218944
leaf_count=290 560 323 183 203 756 271 246 289
internal_value=0 0.00171547 -0.000504627 0.0019893 -0.00205335 0.00308693 -0.00479755 -0.0152637
internal_weight=0 0.00990192 0.00870393 0.00764652 0.00639516 0.00527772 0.00398153 0.00231522
internal_count=3121 2561 2238 1948 1745 1562 1291 1045
is_linear=0
shrinkage=0.1


Tree=3634
num_leaves=8
num_cat=0
split_feature=13 39 4 48 43 16 0
split_gain=2.6868e-05 5.28418e-05 4.6158e-05 8.38253e-05 6.41233e-05 9.40076e-05 2.98985e-05
threshold=-0.23438999999999996 0.0046100000000000004 -0.27825499999999997 0.085845000000000019 -0.0037449999999999996 -0.088159999999999988 -0.083914999999999976
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -6 -4
right_child=1 -3 3 -5 5 -7 -8
leaf_value=0.012663648222253779 -0.024001075814384626 0.016187933752765588 0.0046627660081984606 -0.020634562847552232 0.033037166321131781 -0.0021823572928867069 -0.018090854607320402
leaf_weight=0.001445540355451024 0.0011033693386457953 0.0013782517932771762 0.0010198899937976695 0.0018156212157490843 0.0013832255702230897 0.0016763447144579843 0.0013313526105446965
leaf_count=169 201 330 626 317 266 418 794
internal_value=0 -0.0019495 -0.00495053 -0.00204179 0.00419709 0.0137403 -0.0082211
internal_weight=0 0.00970806 0.0083298 0.00722643 0.00541081 0.00305957 0.00235124
internal_count=3121 2952 2622 2421 2104 684 1420
is_linear=0
shrinkage=0.1


Tree=3635
num_leaves=11
num_cat=0
split_feature=13 43 52 2 160 0 4 0 12 4
split_gain=6.01061e-05 0.00010716 6.85015e-05 7.00993e-05 0.000108085 0.000118942 9.93371e-05 9.71387e-05 0.000107363 9.45216e-05
threshold=0.25761500000000009 -0.17390999999999998 0.15915500000000002 0.099185000000000009 0.086075000000000013 -0.13027499999999997 0.08184000000000001 -0.15090499999999998 0.095175000000000023 -0.077679999999999985
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 9 -5 -9 -7
right_child=-2 2 -4 7 -6 6 -8 8 -10 -11
leaf_value=0.00059609558967933525 -0.00043812306127171866 0.00052593201962484494 -0.00050309338034008801 -0.00012455661982465585 -0.00069503348971544665 -3.8295550079674538e-05 0.00031702108018506124 0.00081600800369955977 -4.9673386831402489e-06 -0.00084868329938033609
leaf_weight=0.0012076300338823088 0.0010934941215156825 0.001257667771565333 0.0010206865618880316 0.0018484092721806613 0.0010127395958382081 0.0011816705537950937 0.0010375699072659654 0.0014442629581078756 0.0010633118988105177 0.0010406975192830924
leaf_count=126 94 111 346 119 212 686 124 374 250 679
internal_value=0 4.18828e-05 -1.94799e-05 3.04494e-05 -0.000116084 1.37028e-05 -0.000183913 0.000216488 0.000467882 -0.000417786
internal_weight=0 0.0121146 0.010907 0.00988633 0.00553035 0.00451761 0.00325994 0.00435598 0.00250757 0.00222237
internal_count=3121 3027 2901 2555 1812 1600 1489 743 624 1365
is_linear=0
shrinkage=0.00196078


Tree=3636
num_leaves=10
num_cat=0
split_feature=484 15 15 49 43 13 15 150 2
split_gain=0.000106752 0.000106066 8.3042e-05 7.60961e-05 7.05282e-05 0.000107365 7.0133e-05 6.69994e-05 9.84352e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.11713499999999999 0.006170000000000001 -0.074359999999999996 -0.0034749999999999994 1.0000000180025095e-35 0.082565000000000013 0.10136500000000002
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=-0.00061400906562432856 0.0006385299294402138 -0.00052721252352616772 0.00051052259027233894 0.00054559854176822577 9.1530463107928551e-05 -0.00015146947285810656 -0.00047895630461156552 0.00036688250817918419 -0.00066488005745904931
leaf_weight=0.0010291870013427037 0.0010530775148768897 0.0010873997319980613 0.0019859024545832837 0.0010395100681103104 0.0018901217049393656 0.0017917870014951837 0.0017266261203003792 0.0012684763002520725 0.0010175305676381611
leaf_count=515 232 185 396 353 160 222 811 124 123
internal_value=0 4.22695e-05 -1.09099e-05 4.14623e-05 -1.26732e-05 0.000196535 -0.000146564 -9.13533e-06 -0.000173175
internal_weight=0 0.0128604 0.0118074 0.01072 0.00968044 0.00377769 0.00590275 0.00417613 0.00290765
internal_count=3121 2606 2374 2189 1836 618 1218 407 283
is_linear=0
shrinkage=0.00196078


Tree=3637
num_leaves=9
num_cat=0
split_feature=11 48 0 1 42 4 2 16
split_gain=2.54925e-05 4.32568e-05 0.000122803 4.69562e-05 7.18887e-05 9.30151e-05 4.45003e-05 3.18539e-05
threshold=0.079915000000000014 0.016865000000000002 -0.20211999999999997 0.12873500000000002 0.086325000000000013 -0.076779999999999987 0.096540000000000015 -0.024819999999999998
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=0.0010087905680179537 -0.014989643927659051 -0.0087024997963993135 0.031523588963889099 0.017044660970727356 -0.024202710585538884 -0.023873701945045733 0.02989744319488323 -0.00050890162337810779
leaf_weight=0.0010608219717310441 0.0010363818596173307 0.0015133216118488058 0.0015223778850020154 0.0010228185770437886 0.0016146425565558651 0.0012891145557748615 0.0010721267057546835 0.0010660064318616276
leaf_count=505 199 82 490 172 896 384 63 330
internal_value=0 0.00147439 0.0114705 -0.00278429 -0.00610764 0.000402303 0.0155297 -0.013298
internal_weight=0 0.0101612 0.0030357 0.00712553 0.00610271 0.00448807 0.00213295 0.00235512
internal_count=3121 2922 572 2350 2178 1282 568 714
is_linear=0
shrinkage=0.1


Tree=3638
num_leaves=9
num_cat=0
split_feature=4 15 12 52 16 2 3 52
split_gain=2.7625e-05 5.26062e-05 4.76713e-05 6.25213e-05 0.000100134 9.38056e-05 4.8514e-05 4.78756e-05
threshold=0.24564500000000003 -0.15026499999999995 0.098810000000000023 0.091275000000000009 0.071345000000000006 0.089885000000000007 -0.013929999999999998 -0.049749999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1 -7
right_child=1 -3 -4 -5 -6 7 -8 -9
leaf_value=-0.026948587107307704 0.02327812988928625 -0.0060238701119984389 -0.019447874679866865 0.017621041405036487 -0.027060902047727015 0.033390142732628296 0.0037977940706350379 0.0032476429184233112
leaf_weight=0.0010403459120454524 0.0012863491663092635 0.0011699360222209123 0.0014200345016858696 0.0016617623949150753 0.0014530386572902823 0.0010491059408024655 0.0010127865913508683 0.0010586724169429501
leaf_count=947 266 160 404 497 391 172 104 180
internal_value=0 0.0093215 -0.00268829 0.000582752 -0.00446068 0.00343158 -0.0117818 0.0182505
internal_weight=0 0.00245629 0.00869575 0.00727571 0.00561395 0.00416091 0.00205313 0.00210778
internal_count=3121 426 2695 2291 1794 1403 1051 352
is_linear=0
shrinkage=0.1


Tree=3639
num_leaves=9
num_cat=0
split_feature=484 4 150 124 42 133 47 16
split_gain=0.00013461 7.20827e-05 6.5518e-05 7.98805e-05 7.46863e-05 0.000102688 0.000181667 0.000116885
threshold=-1.0000000180025095e-35 0.27044500000000005 0.089910000000000018 -0.013479999999999999 0.091735000000000025 0.083950000000000011 0.085270000000000026 -0.013324999999999998
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=-0.00069032937661708739 -0.00044105632988117251 0.00040315856704826558 -0.00040037735966160708 -0.00054214470943135052 -0.00035621658659232459 0.00068385421091740953 0.00058519053813671843 0.00016811763131715699
leaf_weight=0.0010179373761221673 0.0011135540127021693 0.0018965719705800873 0.0014421503056870804 0.0017454303221215311 0.0010874207594789732 0.0013374119703815019 0.001795260678141918 0.0018193113393467338
leaf_count=515 149 346 197 680 414 351 157 312
internal_value=0 5.17658e-05 -1.26836e-05 5.01495e-05 0.000120412 0.0001978 7.65209e-05 -0.000179653
internal_weight=0 0.0122371 0.0103405 0.00889839 0.00778484 0.00669741 0.00536 0.00356474
internal_count=3121 2606 2260 2063 1914 1500 1149 992
is_linear=0
shrinkage=0.00196078


Tree=3640
num_leaves=10
num_cat=0
split_feature=484 15 42 151 42 4 15 12 2
split_gain=0.000143971 8.89521e-05 0.000169096 9.98277e-05 0.000160874 0.0001549 0.000163447 0.000150584 7.62999e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.083995000000000014 -0.044604999999999992 0.090990000000000015 0.24564500000000003 -0.037864999999999989 1.0000000180025095e-35 0.090425000000000019
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 6 8 -8 -5
right_child=1 2 -4 4 -6 -7 7 -9 -10
leaf_value=-0.00071349609689576072 -0.00028388086207234875 -0.00061939244038578672 0.00030223389968219577 -0.0006147305003367993 -0.00049025505885305154 0.00089778073298230955 0.00091691239814013054 4.7480695034702514e-05 0.00014193680471736534
leaf_weight=0.0010283698839899233 0.0017017477318991602 0.0018366787682384032 0.0013122253284007432 0.0010371890050809803 0.0010044175041383913 0.0015356147678606486 0.0015045870210935531 0.00155998577243276 0.0010125391219658422
leaf_count=515 357 588 493 207 245 212 115 161 228
internal_value=0 4.97301e-05 -0.000235328 0.00014567 0.00024117 0.000351646 0.000187664 0.000474338 -0.000240947
internal_weight=0 0.012505 0.0031489 0.00935608 0.00765433 0.00664992 0.0051143 0.00306457 0.00204973
internal_count=3121 2606 1081 1525 1168 923 711 276 435
is_linear=0
shrinkage=0.00196078


Tree=3641
num_leaves=8
num_cat=0
split_feature=14 15 52 13 43 457 42
split_gain=2.46012e-05 5.77378e-05 5.87399e-05 7.89436e-05 8.30791e-05 0.000115749 9.117e-05
threshold=-1.0000000180025095e-35 -0.10653 0.11434500000000002 -0.095304999999999987 -0.074359999999999996 0.082380000000000009 -1.0000000180025095e-35
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=-0.01411775578156237 0.019875842758660292 0.019255817029290839 -0.024390691315014552 -0.01333867826990065 -0.030387538220255056 0.0099127595425034989 0.024171870229391698
leaf_weight=0.0011185292644741726 0.0014636252106219891 0.001865812126138915 0.0010001964958579537 0.0011129953906755937 0.0019467907016593254 0.0011242710636539114 0.001550773724517627
leaf_count=161 388 200 377 256 1058 109 572
internal_value=0 0.0015151 -0.00160939 0.00138849 -0.0044246 -0.0156342 0.00849894
internal_weight=0 0.0100645 0.00860084 0.00760064 0.00573483 0.00307106 0.00266377
internal_count=3121 2960 2572 2195 1995 1167 828
is_linear=0
shrinkage=0.1


Tree=3642
num_leaves=11
num_cat=0
split_feature=484 15 15 49 16 16 457 43 13 2
split_gain=0.00011262 0.000141277 9.10087e-05 7.85016e-05 9.43224e-05 8.63744e-05 8.29714e-05 0.00013325 0.000143624 6.77947e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.11713499999999999 0.0093850000000000027 -0.25582999999999995 -0.094359999999999986 0.087855000000000003 -0.074359999999999996 -0.0034749999999999994 0.097845000000000015
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 7 8 -7 -9
right_child=1 2 3 -5 5 6 -8 9 -10 -11
leaf_value=-0.00061600321287862635 0.00072304105236052586 -0.00056070929777116499 0.00041734856676168582 0.00055721665495433005 -0.00055521415245748658 0.00068494740548726116 0.0005114151097530996 -0.00059152440546476556 -0.00021804885567648459 -2.283639982644936e-05
leaf_weight=0.0010670232735187088 0.0010880951804325993 0.0010694363165762869 0.0016293262049855263 0.0010177179365329298 0.0013366618323088263 0.0013294734586969279 0.0010007301119442646 0.0019813823183870453 0.0013802661048039795 0.0013585562332111981
leaf_count=515 232 185 155 340 150 314 72 760 185 213
internal_value=0 4.62739e-05 -1.45667e-05 3.8366e-05 -1.43519e-05 -9.82169e-05 -1.15764e-05 -9.8089e-05 0.000224986 -0.000360204
internal_weight=0 0.0131916 0.0121036 0.0110341 0.0100164 0.00838707 0.00705041 0.00604968 0.00270974 0.00333994
internal_count=3121 2606 2374 2189 1849 1694 1544 1472 499 973
is_linear=0
shrinkage=0.00196078


Tree=3643
num_leaves=7
num_cat=0
split_feature=1 4 52 3 12 52
split_gain=2.67686e-05 5.95094e-05 5.01266e-05 3.61469e-05 6.91555e-05 4.60877e-05
threshold=0.090405000000000013 -0.15764999999999998 -0.077024999999999996 0.083060000000000009 0.090840000000000018 -0.07167999999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -5
right_child=3 2 -4 5 -6 -7
leaf_value=0.0078008839577487143 0.028063513785897404 0.003160073583623356 -0.024343131707380609 -0.019843638495606344 -0.0013460659532361918 0.0057028789389264598
leaf_weight=0.0019735636350870396 0.001429504330126518 0.001020778145808914 0.0018889763866945871 0.0011064778658064212 0.0018143878115562907 0.0019520580006560234
leaf_count=142 391 411 1447 88 421 221
internal_value=0 -0.00560322 -0.0146947 0.00426033 0.011614 -0.00353901
internal_weight=0 0.00488332 0.00290975 0.00630243 0.00324389 0.00305854
internal_count=3121 2000 1858 1121 812 309
is_linear=0
shrinkage=0.1


Tree=3644
num_leaves=9
num_cat=0
split_feature=147 52 150 133 3 2 16 2
split_gain=2.52254e-05 6.26009e-05 3.89821e-05 5.30747e-05 6.95724e-05 0.000144438 0.00012892 4.34929e-05
threshold=1.0000000180025095e-35 0.15116000000000002 0.089910000000000018 -0.0061299999999999992 -0.08824499999999999 0.10613000000000002 -0.078844999999999985 0.088850000000000012
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=-0.015996856284735479 0.015077323266346502 -0.02485403097555023 -0.016298803043865214 -0.02325581052928985 0.052100643231563909 -0.010555720964943909 0.010219816586199984 0.0056664832475910587
leaf_weight=0.0011820837385410838 0.0010042632192148069 0.0010341289985769933 0.0011275778922977498 0.0010035486235144752 0.0011921120067688697 0.0016189066603042013 0.0019168436691779796 0.0010789385247606288
leaf_count=774 183 372 192 209 261 295 610 225
internal_value=0 -0.00153669 0.00110729 0.00356296 0.00695799 0.013666 0.0262788 -0.00827114
internal_weight=0 0.0101541 0.00912001 0.00799243 0.00681035 0.00472786 0.00310896 0.00208249
internal_count=3121 2938 2566 2374 1600 1166 871 434
is_linear=0
shrinkage=0.1


Tree=3645
num_leaves=9
num_cat=0
split_feature=1 48 48 0 2 43 16 3
split_gain=2.52073e-05 6.14497e-05 6.0536e-05 6.03212e-05 4.43456e-05 9.33149e-05 6.91915e-05 6.80481e-05
threshold=0.111945 0.093265000000000015 0.10358500000000001 -0.10324499999999999 0.084245000000000014 0.05259500000000001 -0.010264999999999998 -0.077774999999999983
decision_type=2 2 2 2 2 2 2 2
left_child=1 4 3 -2 7 6 -6 -1
right_child=2 -3 -4 -5 5 -7 -8 -9
leaf_value=-0.011330049178203671 0.034212679642538234 0.019767903998177062 -0.012972581829387235 0.0017777810944606541 -0.037091491198561831 0.010359757189084056 -0.0078443075716520799 0.024155140445439167
leaf_weight=0.0011645734664612513 0.0010300287749649348 0.0010153712503412045 0.0010295345681893024 0.0012933483517293311 0.0014958752058992089 0.0013062915660115929 0.0017612766657681446 0.0010082979249060214
leaf_count=495 120 231 97 280 838 242 603 215
internal_value=0 -0.00316508 0.00721272 0.0161572 -0.00662179 -0.0122205 -0.0212763 0.00513648
internal_weight=0 0.00775169 0.00335291 0.00232338 0.00673631 0.00456344 0.00325715 0.00217287
internal_count=3121 2624 497 400 2393 1683 1441 710
is_linear=0
shrinkage=0.1


Tree=3646
num_leaves=9
num_cat=0
split_feature=484 4 49 15 42 42 52 3
split_gain=0.000141283 7.11356e-05 6.22629e-05 6.01845e-05 0.000242729 0.000114315 8.41677e-05 8.11611e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 0.065470000000000014 1.0000000180025095e-35 0.083995000000000014 0.081660000000000024 -0.081429999999999989 0.088060000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 -2 -8
right_child=1 -3 -4 4 -6 -7 7 -9
leaf_value=-0.00069951338240312969 0.00057140570136144275 0.00039689234442197633 0.00043469833406507651 -0.00081621966912713041 0.00033447657524291927 -0.00041577018445746063 0.00031613975132465565 -0.00029412165361495198
leaf_weight=0.0010531423275804775 0.001514955562904232 0.0019069490087453003 0.0010621012896976497 0.0015820776563215655 0.0012710045456775262 0.0016036925483487348 0.0016951339246085431 0.0016567771031784639
leaf_count=515 229 346 425 577 488 333 140 68
internal_value=0 4.87963e-05 -1.51184e-05 -6.63592e-05 -0.000303602 3.82489e-05 0.000187854 1.45007e-05
internal_weight=0 0.0122927 0.0103857 0.00932364 0.00285308 0.00647056 0.00486687 0.00335191
internal_count=3121 2606 2260 1835 1065 770 437 208
is_linear=0
shrinkage=0.00196078


Tree=3647
num_leaves=9
num_cat=0
split_feature=15 150 151 4 43 13 12 4
split_gain=2.42882e-05 3.15663e-05 0.000141868 4.29875e-05 7.9707e-05 6.81961e-05 4.1044e-05 4.16503e-05
threshold=0.091650000000000023 0.083095000000000016 -0.0096649999999999982 0.27287000000000006 -0.074359999999999996 -0.0034749999999999994 0.088365000000000013 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 -6
right_child=-2 -3 3 -5 6 -7 -8 -9
leaf_value=-0.036223880700284282 -0.014313054524351131 0.01285097406943154 0.030525916625679585 0.021295314733084887 0.011182108316146931 -0.0020542902417341612 -0.026216822820240133 -0.016118451090901965
leaf_weight=0.0010152844066660584 0.0010762703180049417 0.0019673782050953501 0.0012264571517318211 0.0011665971475722419 0.0011288628963844157 0.0013492733416336923 0.0010609564943480556 0.0011066546966523362
leaf_count=255 497 404 416 246 472 226 470 135
internal_value=0 0.00149537 -0.00127848 0.00376209 0.000278861 0.0134591 -0.0100196 -0.00233257
internal_weight=0 0.0100215 0.00805409 0.0070388 0.0058722 0.00257573 0.00329647 0.00223552
internal_count=3121 2624 2220 1965 1719 642 1077 607
is_linear=0
shrinkage=0.1


Tree=3648
num_leaves=8
num_cat=0
split_feature=16 1 15 150 16 16 43
split_gain=2.49651e-05 7.69768e-05 7.16619e-05 7.06266e-05 6.56184e-05 6.60576e-05 4.52897e-05
threshold=0.38525000000000004 0.077565000000000009 0.024640000000000006 0.080470000000000014 -0.36241499999999999 -0.056919999999999991 -0.0037449999999999996
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=-0.029983188922466299 0.011155137976001261 -0.023239888326846779 0.0041194064454643598 0.02149992899040884 0.00071090720510328179 -0.010141225891250327 0.029823730063477251
leaf_weight=0.0015830380920097849 0.0016890133623446739 0.0011540542214564147 0.0010088935167231173 0.0016567796097147558 0.0010330304801874474 0.0018212032819223752 0.0011069471318948939
leaf_count=732 311 212 779 295 214 404 174
internal_value=0 -0.00205357 -0.016709 0.00355566 -0.00225633 0.00385704 0.0157701
internal_weight=0 0.00936395 0.00259193 0.00677201 0.00511524 0.00396118 0.00213998
internal_count=3121 2810 1511 1299 1004 792 388
is_linear=0
shrinkage=0.1


Tree=3649
num_leaves=11
num_cat=0
split_feature=484 1 16 16 160 48 2 2 2 43
split_gain=0.000153452 7.7395e-05 9.42964e-05 9.75689e-05 8.66531e-05 8.22026e-05 8.62977e-05 6.91212e-05 8.84719e-05 5.04042e-05
threshold=-1.0000000180025095e-35 0.13559000000000002 -0.014034999999999997 -0.078844999999999985 -0.063384999999999983 0.085845000000000019 0.092365000000000017 0.10644500000000001 0.090050000000000005 -0.0037449999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 6 9 8 -6 -2
right_child=1 -3 4 -5 7 -7 -8 -9 -10 -11
leaf_value=-0.00071618411651434898 0.00010459078966611722 0.00056164394543671309 0.00060588201664721092 -0.00064616221595770835 0.00023823262014461308 -0.0003677826243445494 -0.00029855666164261689 0.00041253630335235942 -0.00055275376569452039 0.00068661041326138587
leaf_weight=0.0010683627644268072 0.0012778972240694597 0.0010726980630601764 0.0015114759994091639 0.0012138604224260566 0.0010577066742863133 0.0018058560586892074 0.0011167869859576747 0.0012343084941559062 0.0011186379413987237 0.0010357375055727201
leaf_count=515 436 176 314 433 221 196 227 186 166 251
internal_value=0 5.81732e-05 1.06829e-05 -0.000145289 0.000215074 -2.91776e-05 0.000149072 4.18823e-05 -0.000168333 0.000365142
internal_weight=0 0.012445 0.0113723 0.00645014 0.00492213 0.00523628 0.00343042 0.00341065 0.00217634 0.00231363
internal_count=3121 2606 2430 1543 887 1110 914 573 387 687
is_linear=0
shrinkage=0.00196078


Tree=3650
num_leaves=10
num_cat=0
split_feature=484 41 4 0 157 52 2 4 47
split_gain=0.000233791 0.000152147 0.000125283 0.000221662 8.19183e-05 0.000123616 0.000118498 9.53356e-05 0.000105776
threshold=-0.0068949999999999992 1.0000000180025095e-35 -0.49405499999999997 -0.019414999999999998 -0.077234999999999984 0.077655000000000016 0.11215000000000001 0.0061450000000000003 0.092530000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 -6 -9
right_child=1 -3 3 -5 5 -7 -8 8 -10
leaf_value=-0.00091663877841463245 -0.00051798711738578233 -0.00063229152067433968 0.00056955243922474877 0.0007999034314932756 -0.00033407593224360531 0.00045967832733093713 -0.00062451429506306215 0.00053775758007423684 -0.00020458323633018374
leaf_weight=0.0010052320218632517 0.0010545800685110391 0.0011049090791419988 0.0010831078599111308 0.0018944762430378901 0.0018708052678855923 0.001732022545257398 0.0014462537567281131 0.0017721089644975809 0.0012646082650908941
leaf_count=503 126 149 239 175 617 810 236 195 71
internal_value=0 6.42542e-05 0.000127765 0.000189319 6.31602e-05 -4.67196e-06 -0.000131253 1.41123e-05 0.000228618
internal_weight=0 0.0132229 0.012118 0.0110634 0.00916891 0.0080858 0.00635378 0.00490752 0.00303672
internal_count=3121 2618 2469 2343 2168 1929 1119 883 266
is_linear=0
shrinkage=0.00196078


Tree=3651
num_leaves=9
num_cat=0
split_feature=0 1 15 4 2 49 0 16
split_gain=2.72783e-05 6.45329e-05 5.28609e-05 6.4885e-05 4.6711e-05 7.90455e-05 4.8685e-05 3.7122e-05
threshold=-0.060129999999999996 1.0000000180025095e-35 -1.0000000180025095e-35 -0.35136499999999998 0.089775000000000008 -0.047584999999999995 -0.10607499999999999 -0.072359999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 6 -6 -3 -7
right_child=2 4 3 -5 5 7 -8 -9
leaf_value=-0.027042981452787752 0.023485907571398554 0.0040499459584091039 -0.015333470385732835 0.016962029547265382 0.03042556106131469 0.0079769922328063667 -0.02276035816617342 -0.016840478312376107
leaf_weight=0.0010128486892660065 0.0012692654818476589 0.0013169266837602528 0.0014528143236563502 0.0010879733206938642 0.0010694112742295342 0.0014910201616513243 0.0013945607171642763 0.0010116723231198554
leaf_count=1437 259 148 196 118 125 170 542 126
internal_value=0 -0.00361867 0.00682075 -0.00150443 0.00015708 0.00766894 -0.00973902 -0.00205506
internal_weight=0 0.00729644 0.00381005 0.00254079 0.00628359 0.0035721 0.00271149 0.00250269
internal_count=3121 2548 573 314 1111 421 690 296
is_linear=0
shrinkage=0.1


Tree=3652
num_leaves=9
num_cat=0
split_feature=0 0 16 16 0 4 49 4
split_gain=2.60807e-05 4.73334e-05 5.6489e-05 6.87203e-05 7.9925e-05 7.6559e-05 5.37794e-05 2.765e-05
threshold=-1.0000000180025095e-35 -0.053834999999999994 0.0047850000000000011 -0.056919999999999991 -0.11756999999999999 0.053180000000000012 -0.0090649999999999984 -0.46376499999999993
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 -1 -2
right_child=7 -3 -4 -5 5 -7 -8 -9
leaf_value=0.0041888947518425234 -0.0012966874045278142 -0.021015455755347162 0.017527867249834728 -0.025963490208795549 -0.0038025202128548368 0.03348550525980315 -0.023863948509148015 0.020887152815934638
leaf_weight=0.0013310606841732062 0.001145851639072634 0.0011920923271055888 0.0015390800435011254 0.0011472620969417797 0.0010706396859973841 0.0011336715050815685 0.0014044278593850473 0.0011023981982807747
leaf_count=123 164 203 472 625 944 223 206 161
internal_value=0 -0.0024848 0.000411843 -0.00391585 0.00120469 0.0153746 -0.0102137 0.00958085
internal_weight=0 0.00881823 0.00762614 0.00608706 0.0049398 0.00220431 0.00273549 0.00224825
internal_count=3121 2796 2593 2121 1496 1167 329 325
is_linear=0
shrinkage=0.1


Tree=3653
num_leaves=8
num_cat=0
split_feature=3 51 15 0 12 0 0
split_gain=2.60186e-05 5.02669e-05 4.26964e-05 6.61678e-05 7.52204e-05 5.98139e-05 5.70163e-05
threshold=0.13524500000000003 0.08955500000000001 -0.11713499999999999 -0.10607499999999999 0.088615000000000013 -0.15350499999999997 -0.019414999999999998
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=-0.016080214118782955 0.01134879255515172 -0.019863318743819167 0.0031354934047140661 -0.0043633183959565806 -0.01870004732294869 0.035786649198336858 0.025525680094744693
leaf_weight=0.0012447781604747162 0.0016997484847694625 0.0013611343274954986 0.0012313495762995008 0.001574396065770273 0.0018095970770974339 0.0010306706158260777 0.0010733396637167343
leaf_count=365 192 348 106 844 980 154 132
internal_value=0 -0.00210388 0.000931353 0.00408279 -0.00298641 0.0180127 0.00775309
internal_weight=0 0.00932527 0.00796413 0.00671935 0.00445733 0.00226202 0.00264774
internal_count=3121 2929 2581 2216 1956 260 976
is_linear=0
shrinkage=0.1


Tree=3654
num_leaves=9
num_cat=0
split_feature=52 52 160 160 12 52 13 2
split_gain=2.26256e-05 6.60742e-05 6.44545e-05 5.9399e-05 7.8317e-05 0.000120061 4.71343e-05 3.92879e-05
threshold=-0.24456499999999998 -0.081429999999999989 0.050340000000000003 -0.079874999999999988 0.10193000000000001 0.091275000000000009 -0.084034999999999985 0.091055000000000011
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=-0.0128895042144104 0.020385173420100943 -0.017178582660105125 -0.024847511461851702 0.016807254879285468 -0.017434450227209419 0.040595418898454833 0.007416345132583599 -0.020039881184807942
leaf_weight=0.0012159125977562425 0.0015678967051433604 0.0013836807075325724 0.0010747886984440206 0.0014109669309978752 0.0011503778335641554 0.0010976429100774199 0.001002801341522957 0.0010851108812765253
leaf_count=364 407 585 216 344 213 243 543 206
internal_value=0 0.00157527 -0.00201896 0.00142197 0.00590043 0.0117405 0.00268832 -0.00685296
internal_weight=0 0.00977327 0.00820537 0.00713058 0.0057469 0.00459652 0.00349888 0.00208791
internal_count=3121 2757 2350 2134 1549 1336 1093 749
is_linear=0
shrinkage=0.1


Tree=3655
num_leaves=10
num_cat=0
split_feature=484 4 16 160 13 13 51 0 15
split_gain=0.000119243 7.68747e-05 5.8747e-05 0.000127989 0.000114789 0.000182559 7.0481e-05 0.00021079 6.37802e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 -0.014034999999999997 -0.080719999999999986 -0.076599999999999988 0.15641500000000003 0.081440000000000026 -0.11756999999999999 0.088235000000000022
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 6 -4 -5 -6 7 -2 -9
right_child=1 -3 3 4 5 -7 -8 8 -10
leaf_value=-0.0006241802492155049 -0.0010569997068735823 0.00043199863698516249 0.00077397604363625325 0.00042479935713249318 -0.00070648664190423776 0.00034127484484656388 0.00019015437826119745 -0.0002625304942202773 0.00038481779080034586
leaf_weight=0.0010456216041014781 0.0010202097266649099 0.0018656014040863344 0.0010049047455301776 0.0015037998194267197 0.0014851408462549522 0.0011226486733408869 0.001583739828857296 0.0014088814162135253 0.0010008302136104048
leaf_count=515 98 346 232 195 402 52 288 567 426
internal_value=0 6.623e-05 -1.13112e-06 0.00014668 -6.63666e-06 -0.000255427 -0.000151973 -0.000309948 6.33393e-06
internal_weight=0 0.0119958 0.0101302 0.00511649 0.00411159 0.00260779 0.00501366 0.00342992 0.00240971
internal_count=3121 2606 2260 881 649 454 1379 1091 993
is_linear=0
shrinkage=0.00196078


Tree=3656
num_leaves=8
num_cat=0
split_feature=15 15 457 49 0 16 3
split_gain=2.56894e-05 4.24118e-05 5.66306e-05 7.45441e-05 8.59246e-05 8.62057e-05 0.000100202
threshold=-0.24436499999999997 -0.095869999999999983 0.088350000000000026 -0.006494999999999999 -0.083914999999999976 0.38525000000000004 -0.088084999999999983
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=0.015089532455188313 -0.014717884909145213 -0.020206915868336679 0.023038217461892097 0.024802108370673148 0.0047883405655878538 0.016273216407639051 -0.035803227452669832
leaf_weight=0.0010218213779954665 0.0019659979737244497 0.001647389052628105 0.001074262486406595 0.0014588553840502909 0.0012444971152937795 0.0013753929991061724 0.0011893136579198159
leaf_count=253 373 408 137 696 300 264 690
internal_value=0 -0.00156014 0.00167753 -0.00164069 0.00416521 -0.00373835 -0.0150473
internal_weight=0 0.00995571 0.00798971 0.00691545 0.00526806 0.0038092 0.00243381
internal_count=3121 2868 2495 2358 1950 1254 990
is_linear=0
shrinkage=0.1


Tree=3657
num_leaves=10
num_cat=0
split_feature=484 41 3 133 1 2 3 4 3
split_gain=0.000126119 6.49046e-05 0.000120888 7.46379e-05 0.000131933 0.000110249 8.17756e-05 6.35595e-05 6.19441e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.12018999999999998 0.076280000000000014 0.10089500000000001 0.092365000000000017 0.013900000000000001 0.033845000000000007 0.11296500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4 -6 -9
right_child=1 -3 3 -5 7 -7 -8 8 -10
leaf_value=-0.00065809529802048528 0.00061126223962683032 -0.00041979348529123782 -0.00046958874499598954 0.00036261648251485046 0.00052634378714767969 -0.00088946863389567003 0.00025684958784864045 0.00025737801975834351 -0.00030367205734792199
leaf_weight=0.0010501928570995226 0.0015013246438349741 0.0010341926139515603 0.0012608168024110687 0.0018889109237808293 0.0012621281202216663 0.0010464300278707908 0.0011295150642607887 0.0016702206373405189 0.0013831078796590346
leaf_count=515 193 147 731 760 175 287 72 121 120
internal_value=0 5.00934e-05 9.37062e-05 1.31119e-05 -7.20486e-05 -0.000358685 -0.000126321 0.000156225 3.23151e-06
internal_weight=0 0.0121766 0.0111425 0.00964113 0.00775222 0.00343676 0.00239033 0.00431546 0.00305333
internal_count=3121 2606 2459 2266 1506 1090 803 416 241
is_linear=0
shrinkage=0.00196078


Tree=3658
num_leaves=9
num_cat=0
split_feature=3 52 2 2 0 4 0 1
split_gain=2.5576e-05 4.77543e-05 6.60856e-05 7.91606e-05 4.87878e-05 0.000105389 5.55849e-05 4.45457e-05
threshold=0.13524500000000003 -0.24456499999999998 0.11548000000000001 0.10672500000000001 -0.077999999999999986 -0.10429499999999998 -0.10607499999999999 0.090540000000000023
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=-0.021450322777922894 0.011313599029482682 -0.0086035704223991257 0.023282905533498485 -0.028681057485105656 -0.0070818693310967379 0.036398990830086131 -0.020573590944316454 0.019317128948780179
leaf_weight=0.0011186813560745005 0.001686214537198665 0.0012448797206221834 0.0011082192088698118 0.0010247455310438075 0.0012024265894741795 0.0010392282516735142 0.0014910480984958465 0.0010562490355580656
leaf_count=361 192 196 271 144 136 394 1321 106
internal_value=0 -0.00207375 0.000580434 -0.00298393 0.0013803 0.0130758 -0.00553321 0.00421241
internal_weight=0 0.00928548 0.0081668 0.00705858 0.00603383 0.00224165 0.00379218 0.00230113
internal_count=3121 2929 2568 2297 2153 530 1623 302
is_linear=0
shrinkage=0.1


Tree=3659
num_leaves=9
num_cat=0
split_feature=11 0 12 52 16 49 51 16
split_gain=2.58982e-05 3.77419e-05 6.53652e-05 6.08341e-05 5.51187e-05 6.54576e-05 4.64997e-05 3.58647e-05
threshold=0.079915000000000014 -0.019414999999999998 0.082850000000000021 -0.11592499999999999 0.0047850000000000011 -0.069799999999999987 0.084745000000000015 -0.088394999999999987
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -5 7 -7
right_child=-2 2 -4 4 -6 6 -8 -9
leaf_value=-0.024555585321051388 -0.015208971656629839 0.030735546308222051 -0.0026237835818270628 -0.023511952501163821 0.022075012153284931 -0.01242133182979231 0.021274364914260178 0.0089154443856681188
leaf_weight=0.0010252155399510555 0.001017210122074245 0.0010779300144741072 0.0012906570663656367 0.0011632943859256374 0.0010984947389277334 0.0017488594555456151 0.0010715656409092584 0.0014335372998790497
leaf_count=391 199 192 77 208 231 587 258 978
internal_value=0 0.00154617 0.0125579 -0.00191255 0.0016502 -0.00249148 0.00325681 -0.00281
internal_weight=0 0.00990955 0.00236859 0.00754097 0.00651575 0.00541726 0.00425396 0.0031824
internal_count=3121 2922 269 2653 2262 2031 1823 1565
is_linear=0
shrinkage=0.1


Tree=3660
num_leaves=9
num_cat=0
split_feature=50 157 0 52 52 49 47 15
split_gain=2.59853e-05 3.75925e-05 5.29531e-05 8.61584e-05 6.8279e-05 0.000193317 4.83565e-05 4.92666e-05
threshold=0.088425000000000017 -0.072409999999999988 -0.019414999999999998 0.024145000000000003 -0.0027449999999999996 -0.045154999999999994 0.092710000000000015 1.0000000180025095e-35
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=0.019207261027015241 -0.013532576408331227 0.0078817151574160135 0.034336190117910441 -0.0046911029050878163 0.024330072781223608 -0.049328267702224787 -0.013269458089498349 -0.0030929994570939525
leaf_weight=0.0010938620865746556 0.0012572648271130119 0.0012759645332196077 0.0010112928085644745 0.0012837108403224344 0.001313495725944291 0.0010996952550839342 0.0012471688117864877 0.0013069974560197021
leaf_count=297 560 184 176 79 388 505 128 804
internal_value=0 0.00175333 -0.000482729 0.0125063 -0.0052574 -0.0186008 0.00293864 0.0106525
internal_weight=0 0.00963219 0.00853833 0.002295 0.00624332 0.00237566 0.00386766 0.00262049
internal_count=3121 2561 2264 255 2009 689 1320 1192
is_linear=0
shrinkage=0.1


Tree=3661
num_leaves=11
num_cat=0
split_feature=484 41 52 13 133 160 13 151 4 2
split_gain=0.000133537 8.67245e-05 8.61354e-05 0.000117399 7.61331e-05 0.000189232 0.000177727 7.84572e-05 0.000151683 7.26481e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.081429999999999989 -0.0044799999999999987 -1.0000000180025095e-35 -0.079279999999999975 -0.084034999999999985 -0.00099499999999999979 0.053180000000000012 0.096015000000000017
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 -6 -7 -8 9 -9
right_child=1 -3 4 -5 5 6 7 8 -10 -11
leaf_value=-0.00066525148279429169 0.00080505523091430075 -0.00048611783048249039 -0.00050877214075401185 3.6147559995537082e-05 -0.00065063846479808147 0.00070525857766064886 -0.00048595684580414879 -0.00055991039972180009 0.00068928257814871482 0.00017882644133211586
leaf_weight=0.0011031794040038461 0.0013671231920365113 0.001075355040400224 0.001021193019420186 0.0017289270581798783 0.0011972397914896101 0.0018722902141180648 0.0010455721839556465 0.0010263186993884105 0.0011878410634734494 0.0010209151777383491
leaf_count=515 334 147 672 284 355 194 103 316 131 70
internal_value=0 4.631e-05 9.62383e-05 0.000375674 -7.10765e-06 6.25908e-05 0.000201371 -1.90216e-05 0.000131891 -0.000191517
internal_weight=0 0.0125428 0.0114674 0.00309605 0.00837137 0.00735018 0.00615294 0.00428065 0.00323507 0.00204723
internal_count=3121 2606 2459 618 1841 1169 814 620 517 386
is_linear=0
shrinkage=0.00196078


Tree=3662
num_leaves=9
num_cat=0
split_feature=1 43 4 15 2 1 3 16
split_gain=2.61682e-05 6.63913e-05 3.64853e-05 8.60011e-05 6.66398e-05 0.000181945 6.4691e-05 2.00136e-05
threshold=0.077565000000000009 0.093175000000000022 -0.033174999999999989 -0.016799999999999995 0.089885000000000007 0.11181500000000001 -0.071799999999999989 0.15273500000000004
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 -2 4 6 -6 -4 -1
right_child=2 -3 3 -5 5 -7 -8 -9
leaf_value=-0.028050321114593074 -0.0091475865728937369 0.012486748217917707 0.0064358084683397536 0.030662718280876772 0.040020950576248049 -0.014156638891906801 -0.027898600862893832 -0.0083379348309448459
leaf_weight=0.0010342702415230629 0.0018536438582090172 0.0010682334717599636 0.0010298043278434829 0.0012134408950512932 0.0011997796413540929 0.0012824508366971622 0.0011747790544663237 0.00102595478074075
leaf_count=1236 610 191 167 138 147 229 194 209
internal_value=0 -0.00774413 0.00309071 0.00693554 0.000792449 0.01203 -0.0118603 -0.0182339
internal_weight=0 0.00312846 0.0077539 0.00590025 0.00468681 0.00248223 0.00220458 0.00206023
internal_count=3121 1636 1485 875 737 376 361 1445
is_linear=0
shrinkage=0.1


Tree=3663
num_leaves=10
num_cat=0
split_feature=1 48 48 12 151 4 3 16 0
split_gain=2.48798e-05 5.08094e-05 4.81528e-05 4.85933e-05 4.49972e-05 8.72688e-05 6.81814e-05 6.24708e-05 5.4082e-05
threshold=0.111945 0.093265000000000015 0.10358500000000001 0.051320000000000005 -0.024429999999999997 -0.0029599999999999995 -0.08824499999999999 -0.074319999999999983 -0.077639999999999987
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 -1 6 -6 -7 -8
right_child=2 -3 -4 -5 5 7 8 -9 -10
leaf_value=0.012178165273968804 0.029834164226000156 0.017829871389957893 -0.010966544335640673 0.00049124308199716073 -0.018665063255793975 -0.04380812050209261 0.027178335090793176 -0.0088093415070604319 -0.004495986185257015
leaf_weight=0.0010917121719881025 0.0011457228715177621 0.0010004797812446682 0.001001336116004206 0.0011122843336831001 0.0012760115603854217 0.0010277111692439222 0.0010227032570966734 0.0010124087417743342 0.0011398906827475169
leaf_count=359 262 231 97 138 471 281 690 221 371
internal_value=0 -0.00316391 0.00728579 0.01538 -0.00636063 -0.0100547 -0.00033339 -0.02644 0.010483
internal_weight=0 0.00757092 0.00325934 0.00225801 0.00657044 0.00547873 0.00343861 0.00204012 0.00216259
internal_count=3121 2624 497 400 2393 2034 1532 502 1061
is_linear=0
shrinkage=0.1


Tree=3664
num_leaves=8
num_cat=0
split_feature=13 12 0 15 48 15 4
split_gain=2.38221e-05 3.89033e-05 5.59313e-05 8.17318e-05 0.000107819 0.000109653 2.10133e-05
threshold=-0.23438999999999996 -0.010834999999999999 -0.053834999999999994 -0.11713499999999999 0.085875000000000021 1.0000000180025095e-35 0.042705000000000007
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=0.012087103589009213 0.014203965128098539 -0.02290862425567558 -0.019330451591632214 0.020348127815853337 -0.017744157849916117 -0.0051220577673936974 0.040710394489344819
leaf_weight=0.0014125346648713758 0.0013009315246421517 0.0012237857117718236 0.0019199917097921142 0.0010250764440450806 0.0013804548759142202 0.0015185876428377119 0.0010023986322451946
leaf_count=169 345 231 389 539 177 1063 208
internal_value=0 -0.00184373 -0.00443062 0.000220783 0.00596631 0.0151966 0.0304154
internal_weight=0 0.00937123 0.0080703 0.0061503 0.00492652 0.00354606 0.00202748
internal_count=3121 2952 2607 2218 1987 1810 747
is_linear=0
shrinkage=0.1


Tree=3665
num_leaves=8
num_cat=0
split_feature=42 160 52 43 42 0 16
split_gain=2.32262e-05 6.09257e-05 0.000111824 8.10597e-05 8.00523e-05 7.25767e-05 0.000191911
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.013374999999999998 -0.074359999999999996 0.075730000000000006 -0.20211999999999997 -0.056919999999999991
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=-0.010641819380989894 0.009903915672246787 0.024881971601318012 -0.036188598917998735 -0.010085142087502276 -0.025106714757708842 0.046747483130528886 -0.0089243591256733378
leaf_weight=0.0017262208570389204 0.001065182984002189 0.0017890241124835088 0.0010404961285292085 0.0016260592711665467 0.0010075592862202522 0.0011620509794640563 0.0013254769093956108
leaf_count=862 302 482 526 107 525 141 176
internal_value=0 0.00201958 -0.0128721 0.00655741 0.0001559 0.00634358 0.0170828
internal_weight=0 0.00901585 0.00210568 0.00691017 0.00512115 0.00411359 0.00248753
internal_count=3121 2259 828 1431 949 424 317
is_linear=0
shrinkage=0.1


Tree=3666
num_leaves=8
num_cat=0
split_feature=1 48 4 4 42 13 16
split_gain=2.27298e-05 4.91999e-05 5.06725e-05 4.64265e-05 4.60497e-05 5.69723e-05 3.58795e-05
threshold=0.111945 0.092475000000000016 -1.0000000180025095e-35 0.24564500000000003 0.084050000000000014 -0.0034749999999999994 -0.094359999999999986
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -2 5 -1 -4
right_child=3 -3 6 -5 -6 -7 -8
leaf_value=0.022940851397217445 -0.0025325246702267465 0.016314997705275894 -0.031319897736114564 0.022182558103892976 -0.015537254263065398 -0.0056623948932800344 -0.0062369265145479696
leaf_weight=0.0012818918373093179 0.0019626110743211495 0.0011183085363588481 0.0011033186596115696 0.001240419819451697 0.0012715356406388123 0.0015245201299762441 0.0011804076205163528
leaf_count=468 221 242 278 276 858 512 266
internal_value=0 -0.00302857 -0.00642895 0.00703875 0.000249901 0.00740278 -0.0183551
internal_weight=0 0.00747998 0.00636167 0.00320303 0.00407795 0.00280641 0.00228373
internal_count=3121 2624 2382 497 1838 980 544
is_linear=0
shrinkage=0.1


Tree=3667
num_leaves=9
num_cat=0
split_feature=16 15 47 2 48 16 16 4
split_gain=2.18377e-05 5.74145e-05 8.36637e-05 8.93556e-05 7.30741e-05 6.07449e-05 4.61978e-05 3.1664e-05
threshold=-0.49446999999999991 -0.14147499999999996 0.11402500000000002 0.10981000000000002 0.082620000000000013 0.15891500000000003 -0.088394999999999987 -0.077679999999999985
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 -8
right_child=1 2 -4 -5 -6 -7 7 -9
leaf_value=0.011678010967340093 -0.023454948029129688 -0.025697184897228754 0.027285303113306004 0.018361336057639871 0.011009179337979375 -0.03592476915242887 0.012647466408777466 -0.012068333366432447
leaf_weight=0.0013901110188530375 0.001078187567118939 0.0010206261977191802 0.0010614604321473719 0.0015578351265262006 0.0014024397717755602 0.0010697323226068014 0.0010369177540100541 0.0010364482000259113
leaf_count=261 317 386 106 337 270 223 569 652
internal_value=0 -0.00176322 0.00109401 -0.00280843 -0.00873334 -0.0153831 -0.0082809 0.000292365
internal_weight=0 0.00926365 0.00818546 0.007124 0.00556616 0.00416372 0.00309399 0.00207337
internal_count=3121 2860 2543 2437 2100 1830 1607 1221
is_linear=0
shrinkage=0.1


Tree=3668
num_leaves=10
num_cat=0
split_feature=41 3 3 13 49 47 1 52 0
split_gain=7.63969e-05 7.85076e-05 6.32239e-05 9.36049e-05 8.52269e-05 0.000108566 7.75116e-05 6.88316e-05 3.93144e-05
threshold=1.0000000180025095e-35 -0.12018999999999998 -0.078934999999999991 -0.019614999999999997 -0.054984999999999992 0.092710000000000015 0.094825000000000007 0.008405000000000001 -0.10474999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 7 -5 6 -6 8 -4
right_child=-2 2 3 4 5 -7 -8 -9 -10
leaf_value=0.0004508639100686099 -0.0005127098840794999 -0.00035117281992430723 0.0002592935266495791 -0.0005678633242028713 -0.00012303849071020414 -0.00046128962886993018 0.00055550838482825793 -8.0640894684816129e-05 0.00080510927496538545
leaf_weight=0.0015821924822242315 0.0010277590602253131 0.0018066276424794836 0.001006746982953486 0.0011964570105424191 0.0011632601587864789 0.0011817878758601475 0.001459079546878417 0.0010677551253681986 0.0010228342312330644
leaf_count=221 173 1385 115 139 210 98 148 326 306
internal_value=0 4.52854e-05 -1.95034e-05 5.44913e-05 -0.00011142 3.21384e-05 0.000254508 0.000322352 0.000534365
internal_weight=0 0.0114867 0.00990455 0.00809792 0.00500058 0.00380413 0.00262234 0.00309734 0.00202958
internal_count=3121 2948 2727 1342 595 456 358 747 421
is_linear=0
shrinkage=0.00196078


Tree=3669
num_leaves=9
num_cat=0
split_feature=52 52 160 43 2 43 2 3
split_gain=2.05939e-05 5.36359e-05 4.41776e-05 4.95675e-05 0.000119919 6.79958e-05 6.25845e-05 4.38855e-05
threshold=-0.28430999999999995 -0.090114999999999987 0.086325000000000013 -0.0037449999999999996 0.10613000000000002 -0.14968999999999996 0.116525 0.0041950000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 7 -3 -6 -5
right_child=1 2 -4 4 6 -7 -8 -9
leaf_value=-0.013155715609993202 0.023139605995748599 0.0059489465843850751 -0.020698359408580325 0.0094757699845977386 -0.027268593560963825 -0.024848596433789241 0.0075196984848739839 0.035497024139144427
leaf_weight=0.0010718723613658511 0.0010196847776297096 0.0014950841777706535 0.0010160120873532342 0.0013250249420181342 0.0010463810579049121 0.0013772903985340965 0.0010224211792514079 0.0012687318033407502
leaf_count=344 304 189 216 493 83 1188 181 123
internal_value=0 0.00146099 -0.00112415 0.00151524 0.00788125 -0.00881833 -0.0100759 0.022204
internal_weight=0 0.00957063 0.00855095 0.00753493 0.00466256 0.00287237 0.0020688 0.00259376
internal_count=3121 2777 2473 2257 880 1377 264 616
is_linear=0
shrinkage=0.1


Tree=3670
num_leaves=9
num_cat=0
split_feature=0 3 2 1 47 52 0 4
split_gain=2.12914e-05 5.53684e-05 6.28333e-05 5.53009e-05 5.41663e-05 5.6525e-05 6.04072e-05 4.05366e-05
threshold=-0.062294999999999996 0.076840000000000006 0.090675000000000019 0.077565000000000009 0.087235000000000021 -0.0064899999999999992 -0.11437499999999999 0.0049200000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 7 -7 -5
right_child=1 -3 -4 4 -6 6 -8 -9
leaf_value=-0.024554956032682377 0.032047922297803504 -0.011330104307318071 -5.1937106280125691e-06 -0.018987422296390007 -0.014358384954041972 0.035030659330973261 0.00094867484655155774 0.009011259123493055
leaf_weight=0.0010381174315391177 0.0011340498384561012 0.001214564496029788 0.0013274436807538823 0.0010368673602394697 0.0017350503319631698 0.0010605898770789041 0.0010203587450963525 0.0010315366945094495
leaf_count=1451 157 126 312 227 228 167 367 86
internal_value=0 0.00614134 0.0147622 -0.00327544 0.000478661 0.00668277 0.0183191 -0.00502416
internal_weight=0 0.00367606 0.00246149 0.00692252 0.0058844 0.00414935 0.00208095 0.0020684
internal_count=3121 595 469 2526 1075 847 534 313
is_linear=0
shrinkage=0.1


Tree=3671
num_leaves=7
num_cat=0
split_feature=13 12 0 48 160 15
split_gain=2.354e-05 3.89229e-05 5.03323e-05 7.81213e-05 4.80398e-05 8.22702e-05
threshold=-0.23438999999999996 -0.010834999999999999 -0.053834999999999994 0.085845000000000019 -1.0000000180025095e-35 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=0.012171445969874016 0.014382137375383767 -0.0095988038386267127 -0.018733241530557495 -0.01711937392785395 0.029310702220242853 -0.0039236731158622598
leaf_weight=0.0013800038621112542 0.0012743050070966227 0.00117168150636508 0.0018804872982127402 0.0018469843907949644 0.0016460045778417382 0.0013604975286384618
leaf_count=169 345 632 389 319 409 858
internal_value=0 -0.00183649 -0.00445076 6.87866e-06 0.00757761 0.0142715
internal_weight=0 0.00917996 0.00790566 0.00602517 0.00417818 0.0030065
internal_count=3121 2952 2607 2218 1899 1267
is_linear=0
shrinkage=0.1


Tree=3672
num_leaves=9
num_cat=0
split_feature=0 0 16 16 0 4 49 3
split_gain=2.06147e-05 4.14698e-05 4.82031e-05 7.19543e-05 7.15808e-05 6.56512e-05 5.30921e-05 2.36041e-05
threshold=1.0000000180025095e-35 -0.053834999999999994 0.0047850000000000011 -0.056919999999999991 -0.11756999999999999 0.053180000000000012 -0.0060549999999999988 -0.10831999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 -1 -2
right_child=7 -3 -4 -5 5 -7 -8 -9
leaf_value=0.0050199509180675755 0.019331033489398818 -0.020228368354825353 0.016658762725040282 -0.026661238594545961 -0.0025000771500560091 0.032929284146270769 -0.023608572816844794 -0.0015632277036921834
leaf_weight=0.0012932061364478407 0.0010623405229000377 0.0011128684255500886 0.0014720863700714848 0.0010971692696267812 0.0010268920916532091 0.0010659041672736267 0.0012979480335802871 0.0011010345736415872
leaf_count=128 169 203 472 625 944 223 201 156
internal_value=0 -0.00225422 0.000503574 -0.00361013 0.00178936 0.0155448 -0.00932051 0.00869705
internal_weight=0 0.00836607 0.00725321 0.00578112 0.00468395 0.0020928 0.00259115 0.00216338
internal_count=3121 2796 2593 2121 1496 1167 329 325
is_linear=0
shrinkage=0.1


Tree=3673
num_leaves=8
num_cat=0
split_feature=3 52 457 3 12 1 2
split_gain=2.15231e-05 4.44815e-05 5.75353e-05 0.000115635 7.62984e-05 9.78036e-05 0.000137664
threshold=0.13524500000000003 -0.24456499999999998 0.069910000000000014 0.088060000000000013 0.09334000000000002 0.094385000000000011 0.086590000000000014
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=-0.02129921216616476 0.010544532350961422 -0.026193187899078048 0.020210874219196165 -0.030747713828069279 -0.015415799123696398 0.0361498232692576 0.01980170852642683
leaf_weight=0.0010474393758530881 0.0016333144116430507 0.0011147523376575494 0.0012605723344195317 0.0012302770505843719 0.0015488917043773019 0.0010932674891936363 0.0015633004624679978
leaf_count=361 192 736 228 103 632 272 597
internal_value=0 -0.00194835 0.000646543 -0.00311841 0.00327076 0.0109454 0.000656112
internal_weight=0 0.0088585 0.00781106 0.00655049 0.00532021 0.00377132 0.00267805
internal_count=3121 2929 2568 2340 2237 1605 1333
is_linear=0
shrinkage=0.1


Tree=3674
num_leaves=10
num_cat=0
split_feature=41 474 160 52 4 0 0 15 49
split_gain=5.86087e-05 9.1521e-05 0.00014349 0.000120758 6.4549e-05 9.40579e-05 7.37671e-05 8.39527e-05 8.07413e-05
threshold=1.0000000180025095e-35 0.084660000000000027 -1.0000000180025095e-35 0.10744000000000002 -0.35136499999999998 -0.059114999999999994 -0.10096999999999999 -0.095869999999999983 -0.069799999999999987
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 -6 -9
right_child=-2 -3 3 -5 5 -7 -8 8 -10
leaf_value=-0.00053884113720574587 -0.00044700171001539434 0.00060301122531022618 -0.00042730907050950856 0.00070151181376100936 -0.0002365070875794678 0.00052634453968967911 -0.0004204170346377925 -5.7346429045111989e-05 0.00068584690078669246
leaf_weight=0.0016859665051467783 0.0010361385534464326 0.0010124382052999073 0.0011562099780572689 0.0010738137554273828 0.0016779783671626936 0.0014018828878041133 0.0014584562627647157 0.0010449389222012828 0.0012160989035242421
leaf_count=696 173 331 130 163 164 189 1084 84 107
internal_value=0 3.9502e-05 -1.37411e-05 8.43057e-05 9.97403e-07 7.38296e-05 -4.37018e-05 9.57804e-05 0.00034238
internal_weight=0 0.0117278 0.0107153 0.00902938 0.00795557 0.00679936 0.00539747 0.00393902 0.00226104
internal_count=3121 2948 2617 1921 1758 1628 1439 355 191
is_linear=0
shrinkage=0.00196078


Tree=3675
num_leaves=8
num_cat=0
split_feature=4 42 49 15 4 160 0
split_gain=2.25666e-05 3.75897e-05 6.70207e-05 6.36236e-05 9.05189e-05 6.36148e-05 9.47642e-06
threshold=0.27287000000000006 0.091735000000000025 -0.00064499999999999985 -0.037864999999999989 -0.084369999999999987 0.079055000000000014 0.12500000000000003
decision_type=2 2 2 2 2 2 2
left_child=1 2 5 -4 6 -1 -5
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=-0.028620035750032011 0.010826222562480359 -0.019485767252792038 -0.011243380631762275 -0.0081397547011789924 0.029305640013180697 0.0034873195095112205 0.0055999020884199818
leaf_weight=0.0012818663702767958 0.0016257711914007362 0.0010785933856730864 0.0014308955178291231 0.001007906521312179 0.0018636462521675209 0.0011899163669848835 0.0010000716326320491
leaf_count=333 352 562 593 458 596 176 51
internal_value=0 -0.00199158 0.000435536 0.00677479 0.013434 -0.0131636 -0.00129673
internal_weight=0 0.0088529 0.0077743 0.00530252 0.00387162 0.00247178 0.00200798
internal_count=3121 2769 2207 1698 1105 509 509
is_linear=0
shrinkage=0.1


Tree=3676
num_leaves=10
num_cat=0
split_feature=484 15 4 150 48 43 16 2 13
split_gain=0.000129866 9.00006e-05 9.24932e-05 7.1876e-05 7.76951e-05 7.15759e-05 0.000128051 0.000108642 8.35012e-05
threshold=-1.0000000180025095e-35 -0.15026499999999995 0.25615500000000008 0.089910000000000018 0.016865000000000002 -0.074359999999999996 0.22339500000000004 0.089125000000000024 -0.0034749999999999994
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=-0.00066999313704741304 0.00050749589001447581 0.0006385133803065992 -0.0005728565172057337 -0.00037041451702442475 0.00051529627510353809 -0.00031098055112569535 -0.00074811431893635793 0.00050506230231081952 -4.2977483570465333e-05
leaf_weight=0.0010319939935030569 0.001480106429593034 0.0012464561660303461 0.0010108801356749327 0.0013259636826744208 0.0015575268003465729 0.0013168681632307858 0.0010125857588594626 0.0011977154748271397 0.0015518563314059872
leaf_count=515 331 314 136 189 299 630 178 295 234
internal_value=0 5.56023e-05 -9.84388e-06 5.19587e-05 0.000123004 2.64098e-05 -0.000159371 7.77069e-05 0.00026058
internal_weight=0 0.0117 0.0102199 0.00920897 0.00788301 0.00632548 0.00352717 0.00251458 0.00279831
internal_count=3121 2606 2275 2139 1950 1651 1103 925 548
is_linear=0
shrinkage=0.00196078


Tree=3677
num_leaves=9
num_cat=0
split_feature=484 160 52 3 13 2 43 1
split_gain=2.27073e-05 4.44079e-05 6.89486e-05 6.04818e-05 6.27582e-05 0.000140434 0.000113588 5.3648e-05
threshold=0.084040000000000017 -1.0000000180025095e-35 0.10744000000000002 0.12178000000000001 0.17001000000000002 0.099185000000000009 -0.074359999999999996 0.089105000000000018
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=-0.018792342531870468 0.012959297105548157 0.022344530301235909 0.025562612100456846 -0.024083256419918056 -0.019949822730075808 0.033862061680403864 -0.0016362116761771289 -0.031919505773871863
leaf_weight=0.0013030789445598904 0.0011967756646276391 0.001097549084377362 0.0010081545798161047 0.0010873832967827485 0.001100265364684801 0.0013502583195090555 0.0011801966014011861 0.0011599347405200405
leaf_count=632 368 408 175 128 124 429 615 242
internal_value=0 -0.00167587 0.00111782 -0.00241509 0.0015864 0.00653541 -0.004198 -0.0166468
internal_weight=0 0.00928682 0.00798374 0.00697559 0.0058882 0.00478794 0.00343768 0.00234013
internal_count=3121 2753 2121 1946 1818 1694 1265 857
is_linear=0
shrinkage=0.1


Tree=3678
num_leaves=8
num_cat=0
split_feature=1 52 3 0 4 15 15
split_gain=2.34855e-05 4.47418e-05 8.81383e-05 4.97085e-05 0.000108889 4.61941e-05 4.30182e-05
threshold=0.111945 0.10160000000000001 0.090900000000000009 -0.084269999999999984 0.053180000000000012 0.035560000000000008 -0.037864999999999989
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=-0.039490900356961844 -0.0014677511293132404 -0.019193258269048368 0.020908656963608826 -0.009420260602672632 0.006094167980501497 0.019466785884800518 0.02306626608877042
leaf_weight=0.0010970924268766812 0.0020083461526283755 0.0013977628615768033 0.0015812017322728023 0.0012175335568837696 0.0010031489695815688 0.0010151350163777712 0.0011095158351331989
leaf_count=758 404 500 147 506 190 523 93
internal_value=0 -0.00310272 0.000700177 -0.00667447 -0.0177179 0.00371391 0.00726287
internal_weight=0 0.00731187 0.00591411 0.00433291 0.00210024 0.00223267 0.00311786
internal_count=3121 2624 2124 1977 948 1029 497
is_linear=0
shrinkage=0.1


Tree=3679
num_leaves=8
num_cat=0
split_feature=15 42 3 15 16 4 2
split_gain=2.21917e-05 2.98157e-05 4.37377e-05 7.32547e-05 7.42993e-05 5.72056e-05 5.0792e-05
threshold=0.091650000000000023 0.092620000000000022 -0.10023499999999998 -0.016799999999999995 -0.029084999999999996 0.033845000000000007 0.084055000000000005
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=0.017243495957275909 -0.014068875538589 -0.01372428228043919 0.015736508876692357 0.029218080094347999 -0.03221451908602524 -0.013721852387818909 0.0012120375504017507
leaf_weight=0.0018286228351919323 0.0010127155040031413 0.0011295368624679803 0.0011866785168740052 0.0010644600900695381 0.0010327670328398831 0.0014830488333463703 0.0016535100027916287
leaf_count=333 497 407 264 268 469 313 570
internal_value=0 0.00151294 0.00359935 -0.000286661 -0.00943853 -0.00062778 0.0121803
internal_weight=0 0.00937862 0.00824909 0.00642046 0.00370249 0.00266973 0.00271797
internal_count=3121 2624 2217 1884 1046 577 838
is_linear=0
shrinkage=0.1


Tree=3680
num_leaves=7
num_cat=0
split_feature=1 4 15 2 12 0
split_gain=2.43737e-05 4.25219e-05 4.214e-05 9.3769e-05 6.44485e-05 3.01738e-05
threshold=0.111945 0.24564500000000003 1.0000000180025095e-35 0.10912000000000001 0.082095000000000015 -0.13027499999999997
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=0.015664678031052408 -0.0019517862163582031 0.02205698525183486 -0.015878063013593305 0.026833551697950021 -0.019667564875655075 -0.0069556681544013441
leaf_weight=0.0012913128146835318 0.0018904478347277142 0.0012097604428339367 0.001920580432191967 0.0011396378625975531 0.0018208885089576951 0.0010853419545002437
leaf_count=142 221 276 1156 235 872 219
internal_value=0 0.00741689 -0.00317567 0.00139527 -0.00551125 0.00533469
internal_weight=0 0.00310021 0.00725776 0.00533718 0.00419754 0.00237665
internal_count=3121 497 2624 1468 1233 361
is_linear=0
shrinkage=0.1


Tree=3681
num_leaves=7
num_cat=0
split_feature=13 39 2 4 16 52
split_gain=2.39472e-05 3.68877e-05 5.27907e-05 6.47754e-05 8.75591e-05 7.91385e-05
threshold=-0.23438999999999996 0.0046100000000000004 0.11215000000000001 0.0061450000000000003 -0.094359999999999986 -0.0064899999999999992
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=0.012335411914494609 -0.025771362475887141 0.01398292854477237 -0.018863877742232197 -0.0047419040589633662 0.033133430050270432 0.0052019071595180771
leaf_weight=0.0013649694504767823 0.0015058562716925188 0.0012595464515552258 0.0019160442964878096 0.0013334039915045286 0.0011256088933377854 0.0018242850195908874
leaf_count=169 726 330 323 236 168 1169
internal_value=0 -0.00188267 -0.00447618 0.000285742 0.0125955 -0.00880389
internal_weight=0 0.00896474 0.0077052 0.00578915 0.00245901 0.00333014
internal_count=3121 2952 2622 2299 404 1895
is_linear=0
shrinkage=0.1


Tree=3682
num_leaves=10
num_cat=0
split_feature=41 157 160 52 13 43 4 16 1
split_gain=7.82798e-05 9.63599e-05 0.000100921 0.000131626 8.79226e-05 9.55071e-05 7.1664e-05 8.68156e-05 6.78339e-05
threshold=1.0000000180025095e-35 -0.072409999999999988 -1.0000000180025095e-35 0.10744000000000002 -0.084034999999999985 1.0000000180025095e-35 0.0061450000000000003 -0.094359999999999986 0.083835000000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 8 -8 -6
right_child=-2 2 3 -5 6 -7 7 -9 -10
leaf_value=0.00056167071001215726 -0.00051543973206765673 -0.000479673686940961 0.00067305355098441809 0.0007075826744061028 -0.00010036862927199301 -0.00014581466371498412 -0.00035385836187725312 0.00031873059802310178 -0.00077483048812460129
leaf_weight=0.0012229920504424801 0.0010598468826106813 0.0015603033661426629 0.0012019338487643588 0.001065002140535465 0.0011850757340632796 0.0010058932717263921 0.0012828591532466731 0.0017366796429664172 0.0011105933537958836
leaf_count=406 173 641 291 163 547 121 206 156 417
internal_value=0 4.17249e-05 -2.09346e-05 6.24107e-05 -2.89234e-05 0.000299975 -0.000165541 3.29794e-05 -0.000426658
internal_weight=0 0.0113713 0.0101483 0.00858804 0.00752304 0.00220783 0.00531521 0.00301954 0.00229567
internal_count=3121 2948 2542 1901 1738 412 1326 362 964
is_linear=0
shrinkage=0.00196078


Tree=3683
num_leaves=8
num_cat=0
split_feature=484 42 160 43 4 2 15
split_gain=2.39491e-05 4.08711e-05 6.39126e-05 7.761e-05 7.23232e-05 8.32611e-05 7.21149e-05
threshold=0.084040000000000017 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 0.24564500000000003 0.089885000000000007 -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=-0.016661404058027462 0.013367985407246952 -0.020911845156767528 0.023274726682433411 -0.029535109914744929 0.021147379673093877 0.022943268339138147 -0.01176994640397401
leaf_weight=0.0015290625304497521 0.0011850015641847482 0.0011111820673335264 0.0017176478311542592 0.0012216433702987293 0.001089312532393485 0.0010093291078340525 0.001470160738195906
leaf_count=806 368 539 467 372 180 136 253
internal_value=0 -0.00174098 0.0012533 0.00503774 -0.00150125 -0.00816717 0.00236081
internal_weight=0 0.00914834 0.00761928 0.00650809 0.00479045 0.00370113 0.00247949
internal_count=3121 2753 1947 1408 941 761 389
is_linear=0
shrinkage=0.1


Tree=3684
num_leaves=9
num_cat=0
split_feature=157 0 16 151 1 2 16 15
split_gain=2.28239e-05 5.57834e-05 8.26573e-05 6.94101e-05 9.94098e-05 8.09934e-05 6.58687e-05 5.05567e-05
threshold=-0.072409999999999988 -0.019414999999999998 -0.056919999999999991 -0.0083949999999999979 0.089770000000000016 0.090425000000000019 0.24134000000000003 -0.0088349999999999974
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 -3 -4
right_child=1 6 7 4 5 -7 -8 -9
leaf_value=0.013333029779971022 -0.019876361452501771 -0.0032403602608692544 -0.035035940844492776 -0.016713008889602726 0.001893734276489282 0.038877994393169239 0.030798469030846178 -0.0050004552811519568
leaf_weight=0.0011403291960623155 0.0011365451128158158 0.0012880693197907479 0.001270344176200904 0.0010670500585282976 0.0012064483591164765 0.0011628670739455571 0.0010176450045895624 0.0010028039359846615
leaf_count=423 172 203 557 928 217 175 91 355
internal_value=0 -0.00167 -0.00620087 0.0015462 0.00863151 0.0200457 0.0117829 -0.0217857
internal_weight=0 0.00915177 0.00684606 0.00457291 0.00343637 0.00236932 0.00230571 0.00227315
internal_count=3121 2698 2404 1492 1320 392 294 912
is_linear=0
shrinkage=0.1


Tree=3685
num_leaves=10
num_cat=0
split_feature=41 157 160 52 13 12 2 3 13
split_gain=7.20117e-05 7.31929e-05 8.41953e-05 9.66044e-05 8.07061e-05 6.62786e-05 7.34625e-05 7.62564e-05 4.81369e-05
threshold=1.0000000180025095e-35 -0.072409999999999988 -1.0000000180025095e-35 0.10744000000000002 -0.084034999999999985 0.09857500000000001 0.10882500000000002 -0.00083499999999999991 -0.13710499999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 8 6 7 -6 -4
right_child=-2 2 3 -5 5 -7 -8 -9 -10
leaf_value=0.00050313368534323356 -0.00050060656470811611 -0.00042933521495653194 1.5831748642921603e-05 0.00062054952067788045 -0.00046064285151925586 0.00028235725504021514 -0.00071845628518235616 0.00016862513738211078 0.00060640491248443291
leaf_weight=0.0012112509241270454 0.0010021811246128326 0.0015363776002697621 0.0010634285766492196 0.0010689428890782492 0.0013186428720176981 0.0010992308797796021 0.0010102871558696916 0.0016884166198714722 0.0010590928679567145
leaf_count=406 173 641 107 163 805 254 155 112 305
internal_value=0 4.8303e-05 -7.65908e-06 7.032e-05 -1.09282e-05 -0.000144273 -0.000261008 -0.000107319 0.000310515
internal_weight=0 0.0110557 0.00984442 0.00830804 0.0072391 0.00511658 0.00401735 0.00300706 0.00212252
internal_count=3121 2948 2542 1901 1738 1326 1072 917 412
is_linear=0
shrinkage=0.00196078


Tree=3686
num_leaves=8
num_cat=0
split_feature=11 13 160 51 4 1 1
split_gain=2.30478e-05 4.736e-05 6.24893e-05 5.08258e-05 5.01067e-05 5.09265e-05 4.91533e-05
threshold=0.078340000000000007 -0.084034999999999985 -0.081069999999999989 -0.010009999999999998 -0.0016099999999999997 0.104035 0.08844500000000001
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=0.0008244461511125739 -0.0139215897926225 0.019147030342225136 -0.025354205906652074 0.0096777050534355355 -0.02907296243051324 0.0015829262131349107 0.027340071534085422
leaf_weight=0.0016110422457458469 0.0010662240693011102 0.001046516717937377 0.0012356875123081387 0.0018978013247752806 0.0010049932766390789 0.0011760014566372023 0.0012350814332142122
leaf_count=585 208 373 349 929 257 144 276
internal_value=0 0.00160886 -0.00318856 -0.00758684 -0.00220414 -0.0125432 0.012331
internal_weight=0 0.00920712 0.006361 0.00531448 0.0040788 0.00218099 0.00284612
internal_count=3121 2913 2052 1679 1330 401 861
is_linear=0
shrinkage=0.1


Tree=3687
num_leaves=7
num_cat=0
split_feature=50 484 43 43 48 4
split_gain=2.48968e-05 3.67305e-05 4.08803e-05 6.68119e-05 5.93436e-05 7.2885e-05
threshold=0.088425000000000017 0.084040000000000017 -0.14968999999999996 -0.00067499999999999993 0.085875000000000021 0.053180000000000012
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=0.012999088791235545 -0.013646569111570162 0.018951985176726596 -0.022547958827201009 -0.0035537711479130571 -0.014032431558059827 0.027495271829040904
leaf_weight=0.0017337201867086227 0.0011830393723137851 0.0010948720898977518 0.0015255079764468103 0.0017794649174502461 0.0016104825670526183 0.0013145375353135909
leaf_count=212 560 323 1198 439 169 220
internal_value=0 0.00177847 -0.000582585 -0.00436218 0.00153487 0.00963792
internal_weight=0 0.00905859 0.00796371 0.00622999 0.00470449 0.003094
internal_count=3121 2561 2238 2026 828 659
is_linear=0
shrinkage=0.1


Tree=3688
num_leaves=10
num_cat=0
split_feature=41 3 1 133 2 16 13 3 4
split_gain=9.34981e-05 6.99322e-05 5.74379e-05 0.000103365 0.000111121 8.95111e-05 8.31496e-05 7.8553e-05 7.01853e-05
threshold=1.0000000180025095e-35 -0.12018999999999998 0.10089500000000001 0.076280000000000014 0.092365000000000017 -0.36241499999999999 -0.061684999999999997 0.013900000000000001 0.076415000000000025
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 7 -4 -7 -3 -8
right_child=-2 2 5 -5 -6 6 8 -9 -10
leaf_value=0.00042916790059924957 -0.00057713908130530359 -0.00047220808714205985 -0.00035538482116580835 0.00023187023950840349 -0.00087622883458571494 0.00075267989740421368 0.00040882493286803739 0.00024797854243203938 -0.0002594521234173927
leaf_weight=0.0015694836948240047 0.0010114942230141791 0.0011764579849404969 0.0010604328914233623 0.00172643928813345 0.0010818188804368224 0.0010621096123299774 0.0012859144694070297 0.0011529035382279312 0.0011397598036074377
leaf_count=221 173 822 195 849 335 194 170 100 62
internal_value=0 4.52134e-05 -1.70023e-05 -0.000159071 -0.000356932 0.000143478 0.000295153 -0.000115756 9.48193e-05
internal_weight=0 0.0112553 0.00968584 0.00513762 0.00341118 0.00454822 0.00348778 0.00232936 0.00242567
internal_count=3121 2948 2727 2106 1257 621 426 922 232
is_linear=0
shrinkage=0.00196078


Tree=3689
num_leaves=11
num_cat=0
split_feature=484 41 4 16 16 151 4 15 12 13
split_gain=0.000145238 0.000104287 8.6188e-05 0.000171801 0.000144998 8.79806e-05 0.000216751 7.9127e-05 7.7363e-05 5.15727e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.49405499999999997 -0.014034999999999997 0.22339500000000004 -0.0083949999999999979 0.24564500000000003 -0.092489999999999989 0.088365000000000013 -0.004174999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 9 -4 7 -7 -9 -5
right_child=1 -3 3 4 -6 6 -8 8 -10 -11
leaf_value=-0.00070813779970493602 -0.00043630975208062896 -0.00054827016183779404 -0.00049211994110805299 0.0010985038982275449 5.6041524700214125e-05 -0.00062096541083336897 0.00084525899252229828 0.00029975031446803814 -0.00039356719773516911 0.00051027070080277817
leaf_weight=0.0010818410123584277 0.001060667543627652 0.0010563656640364414 0.0013971824010763408 0.0010807862143195862 0.0019129046211427058 0.0010279447710285885 0.0010664268369550522 0.0015468993502746229 0.0010312914812981779 0.0012197453454193918
leaf_count=515 125 147 172 338 283 158 218 454 570 141
internal_value=0 4.09836e-05 9.58563e-05 0.000150747 0.000454938 -6.0413e-05 6.86753e-05 -0.00016098 2.24192e-05 0.000786622
internal_weight=0 0.0124002 0.0113438 0.0102832 0.00421344 0.00606974 0.00467256 0.00360614 0.00257819 0.00230053
internal_count=3121 2606 2459 2334 762 1572 1400 1182 1024 479
is_linear=0
shrinkage=0.00196078


Tree=3690
num_leaves=8
num_cat=0
split_feature=41 3 1 133 0 16 3
split_gain=6.82825e-05 6.64192e-05 5.78758e-05 8.75916e-05 9.84359e-05 8.54131e-05 6.21293e-05
threshold=1.0000000180025095e-35 -0.12018999999999998 0.094385000000000011 0.076280000000000014 -0.13455999999999999 -0.27167499999999994 0.083060000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -4 -7
right_child=-2 2 5 -5 -6 6 -8
leaf_value=0.00040886836079177948 -0.00050356734792419207 -2.1869209633985655e-06 -0.00033392108536677202 0.00017247231367098696 -0.00072040742661239521 0.00052901350969554136 2.359948865522686e-05
leaf_weight=0.0015224054329943419 0.0010121537763932579 0.0013506486451245747 0.001230702315528933 0.0016419861612261191 0.0016060758669558034 0.0017655173737666239 0.0019881130790347923
leaf_count=221 173 104 214 808 1052 371 178
internal_value=0 2.84204e-05 -3.20193e-05 -0.000190659 -0.00039232 0.000114347 0.000261321
internal_weight=0 0.0111054 0.00958304 0.00459871 0.00295672 0.00498433 0.00375363
internal_count=3121 2948 2727 1964 1156 763 549
is_linear=0
shrinkage=0.00196078


Tree=3691
num_leaves=11
num_cat=0
split_feature=484 41 3 1 133 2 3 3 16 12
split_gain=0.000173528 7.37226e-05 0.000105709 7.41863e-05 0.000123775 0.000111516 0.000113466 0.000101112 9.1725e-05 4.74398e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.12018999999999998 0.10089500000000001 0.076280000000000014 0.092365000000000017 0.013900000000000001 0.11296500000000002 -0.071854999999999988 0.09141500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4 9 -9 -5
right_child=1 -3 3 7 -6 -7 -8 8 -10 -11
leaf_value=-0.00078201527947009165 0.00060148632297996323 -0.00044510450242786959 -0.00051958922708360863 0.00078132911750311475 0.00028832520102907514 -0.0008949650209976619 0.00035120096538978756 0.000313418166941912 -0.00050233310018348975 0.00020175564956245512
leaf_weight=0.0010367032415585587 0.0014178453321215126 0.001036027735172306 0.0012439518356797507 0.0011717209575515756 0.0017552914148241264 0.0010203874565684694 0.0010702999113346989 0.0010758923145094829 0.0010443626293150654 0.0010119043606568109
leaf_count=515 193 147 731 244 629 287 72 140 54 109
internal_value=0 5.45547e-05 0.000102435 2.71108e-05 -0.00013312 -0.00035496 -0.000116864 0.000216605 -8.83921e-05 0.000512751
internal_weight=0 0.0118477 0.0108117 0.00939381 0.00508993 0.00333464 0.00231425 0.00430388 0.00212025 0.00218363
internal_count=3121 2606 2459 2266 1719 1090 803 547 194 353
is_linear=0
shrinkage=0.00196078


Tree=3692
num_leaves=10
num_cat=0
split_feature=41 157 160 52 13 151 3 1 4
split_gain=8.29892e-05 7.5164e-05 9.82425e-05 0.000111567 8.35688e-05 0.000129617 0.000122684 0.000136422 0.000229721
threshold=1.0000000180025095e-35 -0.072409999999999988 -1.0000000180025095e-35 0.10744000000000002 0.17001000000000002 -0.0083949999999999979 0.12178000000000001 0.10124500000000002 -0.083854999999999985
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 8 -7
right_child=-2 2 3 -5 -6 6 -8 -9 -10
leaf_value=0.00049520705949575826 -0.00053270660247333899 -0.00046604790696708973 -0.00047244606237648078 0.0006605364869636868 -0.00046439572430082796 0.00090963868721817857 -0.00035639474576814613 0.0010080849073793253 -0.00026013763356615659
leaf_weight=0.0012312666317325404 0.0010731178991119925 0.0015861926511034482 0.0013027500443263222 0.0010603979561362442 0.0013317857866310115 0.0010159404860454293 0.0010891918780419063 0.0010085603292403337 0.0017698338939828625
leaf_count=406 173 641 254 163 121 265 87 205 806
internal_value=0 3.76659e-05 -1.77571e-05 6.51338e-05 -1.88458e-05 7.70724e-05 0.000223664 0.000390175 0.000166467
internal_weight=0 0.0113959 0.0101647 0.00857846 0.00751806 0.00618628 0.00488353 0.00379433 0.00278577
internal_count=3121 2948 2542 1901 1738 1617 1363 1276 1071
is_linear=0
shrinkage=0.00196078


Tree=3693
num_leaves=8
num_cat=0
split_feature=1 42 457 49 42 16 0
split_gain=2.25691e-05 7.54502e-05 4.18103e-05 9.90975e-05 3.36877e-05 4.56379e-05 2.87175e-05
threshold=0.12500000000000003 0.091735000000000025 0.087995000000000004 -0.00064499999999999985 0.085465000000000013 0.064860000000000015 -0.10151999999999999
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=-0.024572107953098478 0.010899602797416844 -0.027182984776533716 0.020076718364726409 0.016342770230542408 0.020810693820087763 -0.014371124579703029 -0.0039760727657273875
leaf_weight=0.0014595824499933933 0.0015914477143704623 0.0010511568105973689 0.0010349111620885053 0.0016889507897064903 0.0010594879504696592 0.0013407051228446309 0.0011826476240884749
leaf_count=410 279 583 138 210 419 266 816
internal_value=0 -0.00203913 0.00136406 -0.00151291 0.00487141 0.000862331 0.0079746
internal_weight=0 0.00881744 0.00776629 0.00673137 0.00527179 0.0042123 0.0028716
internal_count=3121 2842 2259 2121 1711 1292 1026
is_linear=0
shrinkage=0.1


Tree=3694
num_leaves=9
num_cat=0
split_feature=49 42 15 52 0 12 43 15
split_gain=2.53588e-05 5.77882e-05 5.25027e-05 4.63873e-05 8.77402e-05 4.68436e-05 9.76591e-05 0.000112942
threshold=-0.047584999999999995 0.091545000000000015 -0.040804999999999994 -0.0064899999999999992 -0.076234999999999983 0.095330000000000012 -0.0037449999999999996 -0.068899999999999975
decision_type=2 2 2 2 2 2 2 2
left_child=2 3 -1 4 -2 6 -5 -8
right_child=1 -3 -4 5 -6 -7 7 -9
leaf_value=0.02575998074940632 -0.0309088358667448 -0.024551741035358104 -0.0044845305232066165 -0.012099508419698724 0.0081335943350635698 -0.012797873651503503 0.00059845161862207182 0.043126851632547536
leaf_weight=0.0010458477901140687 0.0011317312689030959 0.0010528154347536015 0.0012721153960757849 0.0011890602058676467 0.0011713731730036074 0.0010112228116464037 0.0012010599340416335 0.0013007041707878472
leaf_count=210 476 620 193 652 304 216 166 284
internal_value=0 -0.00270738 0.00916157 0.000575646 -0.0110516 0.00627078 0.0114953 0.0227096
internal_weight=0 0.00805797 0.00231796 0.00700515 0.0023031 0.00470205 0.00369082 0.00250176
internal_count=3121 2718 403 2098 780 1318 1102 450
is_linear=0
shrinkage=0.1


Tree=3695
num_leaves=10
num_cat=0
split_feature=484 48 4 12 47 3 150 43 16
split_gain=0.000132198 5.0253e-05 0.000104577 6.73867e-05 0.000151223 0.000119057 0.000119471 9.23672e-05 0.000201196
threshold=-1.0000000180025095e-35 0.11951500000000001 0.27834500000000006 -0.040564999999999997 0.092165000000000011 0.10732000000000001 0.084555000000000019 -0.084004999999999982 -0.088159999999999988
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=-0.00069481036922735987 -0.00042355704880310763 -0.00036569510354367529 0.00061199482696593403 0.00030682789783549429 0.00065697620355009852 0.00046424462603341998 -0.00077281881397431838 0.00022870956671994065 -0.00088378487112270054
leaf_weight=0.0010129352818309704 0.0011898583305399767 0.0010494878310224635 0.0012701313262873286 0.0017822732793317977 0.0014221046045953499 0.0013919608721453258 0.0010489684182813739 0.0013766946648528422 0.0011446735240871794
leaf_count=515 203 93 297 355 151 81 176 356 894
internal_value=0 4.3632e-05 8.40571e-05 1.23906e-05 7.59068e-05 -4.66127e-05 -0.000179463 -3.48381e-05 -0.000276351
internal_weight=0 0.0116762 0.0106267 0.00935653 0.00816668 0.00674457 0.00535261 0.00430364 0.00252137
internal_count=3121 2606 2513 2216 2013 1862 1781 1605 1250
is_linear=0
shrinkage=0.00196078


Tree=3696
num_leaves=9
num_cat=0
split_feature=50 157 0 42 16 52 15 16
split_gain=2.31747e-05 3.50279e-05 5.23677e-05 6.40433e-05 6.47857e-05 5.9303e-05 5.79504e-05 0.00012847
threshold=0.088425000000000017 -0.072409999999999988 -0.019414999999999998 0.091295000000000015 0.037555000000000005 0.090645000000000017 -0.10653 -0.094359999999999986
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -4 -3 -8
right_child=-2 2 5 -5 -6 -7 7 -9
leaf_value=0.018758727840342312 -0.013125679729504167 0.015001668508374828 0.030463652152969763 0.016119584658035386 -0.032485012534565559 -0.0024147524149252014 -0.03765462509376627 0.0068712893643966405
leaf_weight=0.0010586210400245358 0.0012002986139030532 0.0010931046785080415 0.0010060703425528125 0.0011111368255058368 0.0010493089650896801 0.0012064804370530307 0.0011414627475648262 0.0014989413477422158
leaf_count=297 560 259 186 487 207 69 236 820
internal_value=0 0.00165132 -0.00058272 -0.00550718 -0.0105315 0.0125354 -0.00436139 -0.0123775
internal_weight=0 0.00916513 0.00810651 0.00589395 0.00478282 0.00221255 0.00373351 0.0026404
internal_count=3121 2561 2264 2009 1522 255 1315 1056
is_linear=0
shrinkage=0.1


Tree=3697
num_leaves=10
num_cat=0
split_feature=41 52 13 52 133 52 15 1 2
split_gain=0.000108647 6.86614e-05 8.3475e-05 0.000125195 0.000116251 7.3353e-05 8.3478e-05 0.000136442 0.000163996
threshold=1.0000000180025095e-35 0.15116000000000002 -0.0034749999999999994 -0.013374999999999998 0.083950000000000011 0.0031350000000000002 -1.0000000180025095e-35 0.11103500000000001 0.090545000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 8 -4
right_child=-2 -3 5 4 -6 -7 -8 -9 -10
leaf_value=0.00074584504970073113 -0.00061497763441830061 -0.00039488561839585691 -0.00021262869244744262 -0.00026748866441802892 0.00056630648936725422 0.00042805431400043896 -0.00054541741455767213 -0.00045711129861817327 0.00089056043982510807
leaf_weight=0.001595585386700387 0.0010281672658115212 0.0011923115163671163 0.0010423676189283324 0.0016686429794973523 0.0010458278611289967 0.0010267411963166507 0.0014383931171200949 0.0013974365673186653 0.0010300058324901286
leaf_count=652 173 360 102 709 386 204 286 102 147
internal_value=0 5.04477e-05 0.000102276 0.000309967 5.37549e-05 -4.85535e-05 -0.000148255 1.63874e-05 0.000335676
internal_weight=0 0.0114373 0.010245 0.00431006 0.00271447 0.00593494 0.0049082 0.00346981 0.00207237
internal_count=3121 2948 2588 1747 1095 841 637 351 249
is_linear=0
shrinkage=0.00196078


Tree=3698
num_leaves=8
num_cat=0
split_feature=49 42 1 3 3 12 1
split_gain=2.41484e-05 5.53383e-05 4.62147e-05 4.20574e-05 7.68085e-05 7.11703e-05 6.77033e-05
threshold=-0.043469999999999995 0.091545000000000015 0.097115000000000021 0.10893000000000001 0.14121000000000003 0.079890000000000017 0.08844500000000001
decision_type=2 2 2 2 2 2 2
left_child=2 3 -1 5 -5 -2 -7
right_child=1 -3 -4 4 -6 6 -8
leaf_value=-0.0044346474202893215 0.020795550854904251 -0.024120709426991734 0.023081016208078401 -0.030410441779894257 0.0065253075527242285 -0.018571880690710908 0.013400963490024235
leaf_weight=0.0012866139556186073 0.0019075745764899994 0.0010503629414910587 0.0011614218527487869 0.0010512488656622132 0.0012122363414467791 0.0015009365649668201 0.001185305800558344
leaf_count=211 330 614 214 65 128 1238 321
internal_value=0 -0.00274621 0.00861961 0.000527811 -0.0106291 0.00602507 -0.00446385
internal_weight=0 0.00790767 0.00244804 0.0068573 0.00226349 0.00459382 0.00268624
internal_count=3121 2696 425 2082 193 1889 1559
is_linear=0
shrinkage=0.1


Tree=3699
num_leaves=8
num_cat=0
split_feature=16 1 16 16 0 1 16
split_gain=2.35366e-05 6.36094e-05 5.87903e-05 8.05361e-05 5.78745e-05 6.81892e-05 2.94299e-05
threshold=0.38525000000000004 0.077565000000000009 -0.008904999999999998 -0.071854999999999988 -0.20211999999999997 0.11249000000000002 0.064860000000000015
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=-0.0060392006843881553 0.011271320057906877 -0.012876579456774995 0.020503348429261069 -0.027299985025446963 -5.264730337886016e-05 0.033517698060092992 -0.028124972689190134
leaf_weight=0.0013725531716989735 0.0015578534145335539 0.0012739434028578027 0.0015028515009392123 0.0010070900259795358 0.0015256380268301598 0.0010027642124029608 0.0010765799654516802
leaf_count=1352 311 103 356 235 357 248 159
internal_value=0 -0.00206838 0.00323907 -0.00215567 0.00450406 0.0132614 -0.0157476
internal_weight=0 0.00876142 0.00631229 0.00480944 0.00380235 0.0025284 0.00244913
internal_count=3121 2810 1299 943 708 605 1511
is_linear=0
shrinkage=0.1


Tree=3700
num_leaves=8
num_cat=0
split_feature=42 49 52 2 3 12 0
split_gain=2.56169e-05 4.46051e-05 5.99937e-05 0.000110439 0.00011885 5.03077e-05 4.11882e-05
threshold=-1.0000000180025095e-35 -0.047584999999999995 0.070205000000000017 0.11215000000000001 -0.075944999999999985 0.084100000000000022 -0.14226499999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 6 3 4 -3 -4 -2
right_child=1 2 5 -5 -6 -7 -8
leaf_value=-0.011443322196968298 0.0006090602710918815 -0.023349150053659316 0.02815711479982011 -0.033495792080646278 0.016536208560258028 -0.002732858651692093 0.028807286419743873
leaf_weight=0.001655454944327236 0.0010203066183907539 0.0012018088540732491 0.0010055447434778497 0.0012648096825678616 0.0019745092757603986 0.0011083738581398723 0.0010521789273792411
leaf_count=862 95 709 177 256 314 443 265
internal_value=0 0.00213734 -0.00190569 -0.00850597 0.00144497 0.0119608 0.014925
internal_weight=0 0.00862753 0.00655505 0.00444113 0.00317632 0.00211392 0.00207249
internal_count=3121 2259 1899 1279 1023 620 360
is_linear=0
shrinkage=0.1


Tree=3701
num_leaves=10
num_cat=0
split_feature=159 474 0 2 4 0 0 4 4
split_gain=4.5125e-05 4.32366e-05 6.98201e-05 0.000100958 0.000148075 9.69842e-05 9.17798e-05 8.74361e-05 7.22311e-05
threshold=-0.032739999999999991 0.084660000000000027 -0.077999999999999986 0.089885000000000007 0.053180000000000012 -0.05208999999999999 0.041630000000000007 0.033845000000000007 -0.49405499999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -4 -7 -5 -8
right_child=1 -3 5 7 -6 6 8 -9 -10
leaf_value=-0.00039865330969543537 -0.00090505833070812238 0.000410973696620049 0.00071101103703383867 0.00045111398946975592 6.1358963400795925e-05 -0.00046351074423231769 -0.00012711375663124682 -0.00019171970920655432 0.00060567317892353586
leaf_weight=0.0010440534706791542 0.0013029922487004866 0.001026972464326704 0.0010115854857556282 0.0013730132560066813 0.0011453689581264314 0.0010388804953067746 0.0010031171630587865 0.001996232691606612 0.0010675447689801366
leaf_count=421 918 281 421 261 122 206 99 296 96
internal_value=0 2.79518e-05 -1.1626e-05 -0.000149948 -0.000452958 0.000183636 1.20728e-05 7.02437e-05 0.00025068
internal_weight=0 0.0109657 0.00993874 0.00581761 0.00244836 0.00412113 0.00310954 0.00336925 0.00207066
internal_count=3121 2700 2419 1597 1040 822 401 557 195
is_linear=0
shrinkage=0.00196078


Tree=3702
num_leaves=10
num_cat=0
split_feature=484 4 150 156 52 43 43 12 4
split_gain=0.000104538 6.7152e-05 6.92437e-05 8.0783e-05 0.00012439 5.53912e-05 0.000117582 8.07113e-05 1.8818e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 0.089910000000000018 0.08426500000000002 -0.077024999999999996 -0.0037449999999999996 -0.15582499999999996 0.088365000000000013 0.0049200000000000008
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 7 -8 -9 -10
leaf_value=-0.00061024617540578739 0.00055281504734001126 0.00038996167115727806 -0.00042445457009057159 -0.00046756394225540277 0.00012106635932941526 0.00055582646389884212 -0.00072696047207352623 -0.00026541025974441716 0.0001857870494391202
leaf_weight=0.0010225463935818824 0.0018822733644028658 0.0018182791711034109 0.0013979027485145025 0.0010410376464608387 0.0014659939722662866 0.001061728318024997 0.0011005011167591855 0.0011978319755422376 0.0010517913791859941
leaf_count=515 420 346 197 245 125 181 732 306 54
internal_value=0 4.28215e-05 -1.90663e-05 4.53222e-05 0.000114127 -2.63548e-05 -0.000242564 0.00014122 0.000371677
internal_weight=0 0.0120173 0.0101991 0.00880116 0.00776012 0.00587785 0.0025665 0.00331135 0.00211352
internal_count=3121 2606 2260 2063 1818 1398 857 541 235
is_linear=0
shrinkage=0.00196078


Tree=3703
num_leaves=8
num_cat=0
split_feature=52 13 3 1 47 52 4
split_gain=2.36187e-05 6.21283e-05 8.03352e-05 5.34928e-05 4.75764e-05 3.93537e-05 7.26034e-05
threshold=0.11434500000000002 -0.23438999999999996 0.11296500000000002 0.094825000000000007 0.096300000000000011 -0.0064899999999999992 -0.083854999999999985
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=0.023044358171485067 -0.012029591289130072 -0.015861813259626656 -0.027280389517139632 0.025008697055684054 -0.0028161851824413486 0.021192998047721037 -0.013990471077623379
leaf_weight=0.0011973746306441048 0.0014210632963209272 0.0017467817800716793 0.0010406325777126968 0.0015424556023079156 0.0010214395055263537 0.0011975585526049007 0.0011494897248799946
leaf_count=137 501 762 81 451 111 301 777
internal_value=0 0.00185403 -0.00144184 0.00259684 0.0139234 -0.00449681 0.00396155
internal_weight=0 0.00889573 0.00769836 0.00665773 0.0025639 0.00409383 0.00234705
internal_count=3121 2620 2483 2402 562 1840 1078
is_linear=0
shrinkage=0.1


Tree=3704
num_leaves=10
num_cat=0
split_feature=41 13 3 40 0 15 43 3 49
split_gain=6.75088e-05 7.4238e-05 0.000117224 9.40348e-05 0.000153514 8.87899e-05 9.33645e-05 7.21408e-05 2.90943e-05
threshold=1.0000000180025095e-35 0.25761500000000009 -0.10831999999999999 -0.013874999999999998 -0.053834999999999994 -0.11713499999999999 -0.072864999999999985 0.090900000000000009 -0.039339999999999993
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -7 -8 -9
right_child=-2 -3 3 4 -6 6 7 8 -10
leaf_value=0.00059114856704066204 -0.0004895449329307245 -0.00047671463142146046 0.00047443122999475299 -0.00045672487240277403 -0.00077527321428207487 0.00052122269432572431 -0.00034219822833472888 0.0004416756054787027 -2.1588963276096371e-05
leaf_weight=0.0014773180828125685 0.0010480600533058224 0.0010129134395379978 0.0013411635115717331 0.0012094828994531149 0.0010754734753824708 0.0016412702052624939 0.0016758014323304069 0.0010163940800596849 0.0010697975565056028
leaf_count=213 173 94 278 243 230 744 1003 84 59
internal_value=0 3.02422e-05 7.91161e-05 -4.6587e-06 -8.8233e-05 2.35047e-05 0.000131001 -3.9244e-05 0.000204114
internal_weight=0 0.0115196 0.0105067 0.00902938 0.00768822 0.00661275 0.00540326 0.00376199 0.00208619
internal_count=3121 2948 2854 2641 2363 2133 1890 1146 143
is_linear=0
shrinkage=0.00196078


Tree=3705
num_leaves=9
num_cat=0
split_feature=41 3 133 1 0 16 43 52
split_gain=7.38283e-05 7.89102e-05 6.30444e-05 0.000124076 8.58807e-05 6.19555e-05 9.98228e-05 9.26982e-05
threshold=1.0000000180025095e-35 -0.12018999999999998 0.076280000000000014 0.094465000000000007 -0.13455999999999999 -0.27167499999999994 -0.079584999999999975 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5 -7 -8
right_child=-2 2 -4 5 -6 6 7 -9
leaf_value=0.00045178792735249909 -0.00051112280504104037 -5.6520394156970654e-05 0.00029885447839729675 -0.00030224991302718336 -0.0007233666741695079 -0.00027119259396501857 0.00010524093514359497 0.00086249240389863065
leaf_weight=0.0015362668258424262 0.001023621109716503 0.0013717497114505966 0.0018497771472203812 0.001167491768108363 0.0016186913818691676 0.0011187030583426835 0.0014401205373277964 0.0010933869867682019
leaf_count=221 173 104 987 159 1054 104 194 125
internal_value=0 3.90116e-05 -2.66344e-05 -0.000103724 -0.000417477 9.09474e-05 0.00021664 0.000432048
internal_weight=0 0.0111962 0.00965992 0.00781014 0.00299044 0.0048197 0.00365221 0.00253351
internal_count=3121 2948 2727 1740 1158 582 423 319
is_linear=0
shrinkage=0.00196078


Tree=3706
num_leaves=9
num_cat=0
split_feature=41 3 133 1 0 16 43 16
split_gain=8.60921e-05 8.00097e-05 6.51855e-05 0.000134854 8.79059e-05 8.71247e-05 0.000131761 0.000103605
threshold=1.0000000180025095e-35 -0.12018999999999998 0.076280000000000014 0.094465000000000007 -0.13455999999999999 -0.27167499999999994 -0.079584999999999975 -0.056919999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5 -7 -8
right_child=-2 2 -4 5 -6 6 7 -9
leaf_value=0.00044630429838278865 -0.00055943731199053104 -6.7236314279742182e-05 0.00029722032120380021 -0.00036854765836048125 -0.00074133717160118856 -0.00031998189639759151 0.00097578794203501183 0.00016576370554752771
leaf_weight=0.0015620625284759005 0.0010237046490999347 0.0013571692329552611 0.0018682218734668498 0.0011874951966053572 0.0016455285468200938 0.0011100634345930175 0.0010131476392081097 0.001514663558647999
leaf_count=221 173 104 987 159 1054 104 115 204
internal_value=0 3.44749e-05 -3.18704e-05 -0.00011041 -0.000436655 9.26032e-05 0.000243135 0.000490422
internal_weight=0 0.0112584 0.00969629 0.00782807 0.0030027 0.00482537 0.00363787 0.00252781
internal_count=3121 2948 2727 1740 1158 582 423 319
is_linear=0
shrinkage=0.00196078


Tree=3707
num_leaves=8
num_cat=0
split_feature=52 160 0 16 52 2 43
split_gain=2.55762e-05 6.59932e-05 6.04891e-05 9.8337e-05 4.58482e-05 0.000100075 6.8924e-05
threshold=-0.046924999999999988 -1.0000000180025095e-35 -0.15202999999999997 0.071345000000000006 0.10347000000000002 0.10613000000000002 -0.0037449999999999996
decision_type=2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 6 -3
right_child=1 4 3 -5 -6 -7 -8
leaf_value=-0.012384262297798971 -0.023572457109428978 -0.01119193235308872 0.039116167150578834 -0.0014832762641672121 0.01886209071995975 -0.026181674687406675 0.019685547449472544
leaf_weight=0.0011287624224131654 0.0013392580602257006 0.0012471602698792845 0.0010298860688977831 0.0014180188563583012 0.0011579028701237185 0.0013445334219695099 0.0017197816488566785
leaf_count=70 743 593 433 450 204 210 418
internal_value=0 -0.00367688 0.00676691 0.0155978 0.00119484 -0.00354993 0.00670613
internal_weight=0 0.00680864 0.00357667 0.0024479 0.00546938 0.00431148 0.00296694
internal_count=3121 2168 953 883 1425 1221 1011
is_linear=0
shrinkage=0.1


Tree=3708
num_leaves=8
num_cat=0
split_feature=42 49 42 52 13 4 1
split_gain=2.36357e-05 4.07031e-05 5.24675e-05 7.34336e-05 5.87798e-05 4.81387e-05 4.38249e-05
threshold=-1.0000000180025095e-35 -0.047584999999999995 0.091545000000000015 -0.0064899999999999992 -0.14819499999999997 0.0049200000000000008 0.088485000000000022
decision_type=2 2 2 2 2 2 2
left_child=-1 5 3 -3 -5 -2 -6
right_child=1 2 -4 4 6 -7 -8
leaf_value=-0.010931604504005736 -0.00047156450513552927 -0.014604698372476788 -0.022201948088703374 -0.0095148083260295068 0.032813306386947828 0.029952679529825346 0.006854419241249062
leaf_weight=0.0016784739939633255 0.001077149686630264 0.0017834789170450543 0.0010598381269417544 0.001087671194411474 0.0011470590510477871 0.0010055574102387544 0.0015018771492862602
leaf_count=862 227 596 620 110 370 133 203
internal_value=0 0.00203378 -0.00182272 0.00209003 0.0100584 0.0142176 0.0180953
internal_weight=0 0.00866263 0.00657992 0.00552009 0.00373661 0.00208271 0.00264894
internal_count=3121 2259 1899 1279 683 360 573
is_linear=0
shrinkage=0.1


Tree=3709
num_leaves=10
num_cat=0
split_feature=474 52 15 52 43 43 12 52 47
split_gain=6.00963e-05 7.59679e-05 0.000147136 0.000142542 7.15876e-05 0.000182849 9.68502e-05 0.000119014 5.90654e-05
threshold=0.084660000000000027 -0.081429999999999989 -0.053579999999999996 -0.0027449999999999996 -0.14968999999999996 -0.0037449999999999996 0.095330000000000012 0.077655000000000016 0.084210000000000021
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 -6 7 8 -7
right_child=-2 3 -4 4 5 6 -8 -9 -10
leaf_value=0.00083743870894821711 0.00042965924277915685 -0.00071926731769503651 -0.00010916637765387712 0.00034467960694305221 -0.00073481768466869221 0.00027231238494660652 -0.00044110641604342213 0.00079506483469265663 -0.00035575030764008626
leaf_weight=0.0010118984340488986 0.0011453645537401807 0.0013367379706730751 0.0016785066789363396 0.0015928483824176973 0.0014257101400011081 0.0012903851352280187 0.0010690954413973275 0.001020595445053207 0.0010394038921028859
leaf_count=311 344 353 297 167 890 238 205 261 55
internal_value=0 -4.13815e-05 0.000246865 -0.00012976 -2.38155e-05 -0.000124233 7.27403e-05 0.000236707 -7.8893e-06
internal_weight=0 0.0114652 0.00269041 0.00877478 0.00743804 0.00584519 0.00441948 0.00335038 0.00232979
internal_count=3121 2777 608 2169 1816 1649 759 554 293
is_linear=0
shrinkage=0.00196078


Tree=3710
num_leaves=8
num_cat=0
split_feature=52 150 16 160 16 0 16
split_gain=2.58959e-05 6.2167e-05 7.6642e-05 5.30755e-05 4.39009e-05 7.11492e-05 3.50148e-05
threshold=-0.046924999999999988 0.086615000000000011 0.064860000000000015 -1.0000000180025095e-35 -0.056919999999999991 -0.11756999999999999 -0.15241499999999997
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=0.035972854893090524 -0.021557682673282851 -0.012691803013796799 0.00027273235343434134 -0.010154529714935454 -0.012400818302281756 0.030509032769649121 0.0054211931623244268
leaf_weight=0.0010622818751132895 0.0013347229323423977 0.0011185963422493256 0.0013858965859072175 0.00147850451759555 0.0017415924707008508 0.0011288699980705255 0.0010968706376562958
leaf_count=360 743 136 457 200 206 170 849
internal_value=0 0.00683931 0.0157633 -0.00368659 0.000693445 0.00684986 0.0181455
internal_weight=0 0.00356677 0.00244818 0.00678056 0.00544584 0.00370425 0.00222574
internal_count=3121 953 817 2168 1425 1219 1019
is_linear=0
shrinkage=0.1


Tree=3711
num_leaves=9
num_cat=0
split_feature=41 3 3 13 49 47 0 52
split_gain=6.1819e-05 6.48183e-05 7.14497e-05 7.1487e-05 8.30639e-05 0.000106855 8.59486e-05 6.20336e-05
threshold=1.0000000180025095e-35 -0.12018999999999998 -0.078934999999999991 -0.019614999999999997 -0.054984999999999992 0.092710000000000015 -0.15350499999999997 0.008405000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 7 -5 6 -6 -4
right_child=-2 2 3 4 5 -7 -8 -9
leaf_value=0.0004083887644669512 -0.00047988627891419871 -0.00038614223173948818 0.00049241536666788568 -0.00055892982133001127 0.00064411872657655137 -0.00045645806548697389 -8.2076290931823098e-05 -0.00010557311120515237
leaf_weight=0.0014955599912193354 0.0010015847665161065 0.0017700705174667807 0.0019624339966747631 0.0011437697479196665 0.0012226635745894773 0.0011200961499082882 0.0012853090027329607 0.0010103401515670178
leaf_count=221 173 1385 421 139 78 98 280 326
internal_value=0 2.89205e-05 -3.0726e-05 5.05062e-05 -9.81837e-05 4.70692e-05 0.000271952 0.00028918
internal_weight=0 0.0110102 0.00951468 0.00774461 0.00477184 0.00362807 0.00250797 0.00297277
internal_count=3121 2948 2727 1342 595 456 358 747
is_linear=0
shrinkage=0.00196078


Tree=3712
num_leaves=9
num_cat=0
split_feature=41 52 157 52 42 0 49 16
split_gain=6.36012e-05 6.61496e-05 7.45726e-05 7.87777e-05 0.000118553 0.000119958 0.000110625 0.000178993
threshold=1.0000000180025095e-35 0.15116000000000002 -0.072409999999999988 0.10024500000000001 -0.0060199999999999993 -0.062294999999999996 -0.043469999999999995 -0.083539999999999989
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=0.00054971841497128003 -0.00048020098053111086 -0.00040469138802275313 -0.00055313734064338913 0.00051123125858853103 0.00032251892348535692 0.0005456882765760687 8.9065819064253963e-05 -0.00086253398798036231
leaf_weight=0.0011672138902794312 0.0010159023648450222 0.0011924717781962762 0.0014482898296166568 0.0011108441125390091 0.0016809089197847428 0.0015359626544195273 0.0018555267969931053 0.0012870957445658658
leaf_count=353 173 360 665 225 198 288 361 498
internal_value=0 3.2029e-05 8.36634e-05 2.26691e-05 -4.68406e-05 6.84617e-05 -8.35021e-05 -0.000300672
internal_weight=0 0.0112783 0.0100858 0.00891863 0.00780778 0.00635949 0.00482353 0.00314262
internal_count=3121 2948 2588 2235 2010 1345 1057 859
is_linear=0
shrinkage=0.00196078


Tree=3713
num_leaves=8
num_cat=0
split_feature=16 1 150 16 1 3 13
split_gain=2.76159e-05 7.175e-05 6.17517e-05 4.79194e-05 4.80144e-05 4.95389e-05 2.13914e-05
threshold=0.38525000000000004 0.077565000000000009 0.080470000000000014 -0.36241499999999999 0.11323000000000001 -0.015584999999999998 -0.076599999999999988
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=-0.0076437263559070712 0.012099941564712854 -0.020131197744683658 0.020974132665241917 0.0089226445685653948 0.020323816277084558 -0.019054818136605034 -0.026314159568070136
leaf_weight=0.0012557994867414416 0.0015807414867245436 0.0011353370279015328 0.0015154847621754869 0.0013378486254727391 0.0011491107027219874 0.0012010874353723948 0.001200123019872483
leaf_count=711 311 212 295 477 143 172 800
internal_value=0 -0.00225633 0.00336578 -0.00216668 0.00336356 -0.00431258 -0.0167673
internal_weight=0 0.00879479 0.00633887 0.00482338 0.00368805 0.00253894 0.00245592
internal_count=3121 2810 1299 1004 792 649 1511
is_linear=0
shrinkage=0.1


Tree=3714
num_leaves=8
num_cat=0
split_feature=4 151 16 15 2 2 12
split_gain=2.71209e-05 4.39111e-05 6.38499e-05 7.18933e-05 4.36658e-05 0.000103261 4.03223e-05
threshold=0.27287000000000006 -0.024429999999999997 -0.088394999999999987 -0.037864999999999989 0.090050000000000005 0.10672500000000001 0.086850000000000024
decision_type=2 2 2 2 2 2 2
left_child=1 -1 6 -4 -5 -6 -3
right_child=-2 2 3 4 5 -7 -8
leaf_value=0.013761555633290396 0.011946418287261463 -0.032403246155549112 -0.020466014904751001 0.019320479312956676 -0.023332669485250576 0.020963336921960642 -0.0057820990472731305
leaf_weight=0.0014330783662420635 0.0015911929082266787 0.0011543658950030778 0.0012006176182561526 0.0017344567342946989 0.0010979080255825533 0.0010107717779079643 0.0011219845368690791
leaf_count=451 352 246 526 740 299 162 345
internal_value=0 -0.0022461 -0.00537997 0.000894314 0.0075674 -0.00209988 -0.019282
internal_weight=0 0.00875318 0.0073201 0.00504375 0.00384314 0.00210868 0.00227635
internal_count=3121 2769 2318 1727 1201 461 591
is_linear=0
shrinkage=0.1


Tree=3715
num_leaves=10
num_cat=0
split_feature=41 15 3 3 42 16 16 3 4
split_gain=7.92826e-05 6.56069e-05 7.521e-05 0.00011626 7.71715e-05 3.73241e-05 6.92185e-05 5.36877e-05 0.000129707
threshold=1.0000000180025095e-35 0.095175000000000023 -0.10519499999999998 -0.078934999999999991 0.08623500000000002 0.38525000000000004 0.029300000000000003 0.090900000000000009 0.033845000000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 -5 -9
right_child=-2 -3 3 4 -6 -7 -8 8 -10
leaf_value=0.00047800896757670483 -0.00052794788329440384 -0.00042418199850167309 -0.00057579107874797014 -0.00022112170034051983 0.00055706121533326909 0.00033116125549128021 -0.00051331092051579879 0.00073027533476944715 -0.00018704959682967474
leaf_weight=0.0016087604103137343 0.0010301336203753725 0.001056724673137186 0.0011106706699543223 0.0015794095597735057 0.0012116516224295239 0.0011676313296719804 0.0010218324595036654 0.00112075292325578 0.001257596742875941
leaf_count=263 173 369 1240 289 373 61 116 98 139
internal_value=0 4.06239e-05 8.93594e-05 1.55368e-05 0.000104786 1.56396e-05 -5.8345e-05 5.91202e-05 0.000245223
internal_weight=0 0.011135 0.0100783 0.00846955 0.00735887 0.00614722 0.00497959 0.00395776 0.00237835
internal_count=3121 2948 2579 2316 1076 703 642 526 237
is_linear=0
shrinkage=0.00196078


Tree=3716
num_leaves=9
num_cat=0
split_feature=41 3 3 13 49 47 1 13
split_gain=5.63952e-05 7.88602e-05 7.66262e-05 8.30924e-05 9.30897e-05 0.000102915 6.82426e-05 5.17067e-05
threshold=1.0000000180025095e-35 -0.12018999999999998 -0.078934999999999991 -0.019614999999999997 -0.054984999999999992 0.092710000000000015 0.094825000000000007 -0.10278499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 7 -5 6 -6 -4
right_child=-2 2 3 4 5 -7 -8 -9
leaf_value=0.00044931999403774171 -0.00044520597324309441 -0.00039712920179460259 8.8057954875419973e-05 -0.00057793281925398461 -8.2551354504575099e-05 -0.00044482619766633485 0.00055942308072531204 0.00060617404201484561
leaf_weight=0.0015348902683346788 0.0010198724604080925 0.0017758775815803476 0.0017383401118351684 0.0012037822478197305 0.0011702380765830566 0.0011238294670984248 0.0013961206639476491 0.0012901695911554274
leaf_count=221 173 1385 192 139 210 98 148 555
internal_value=0 3.63519e-05 -2.90057e-05 5.35117e-05 -0.000104454 4.99998e-05 0.000266688 0.00030878
internal_weight=0 0.0112332 0.00969836 0.00792248 0.00489397 0.00369019 0.00256636 0.00302851
internal_count=3121 2948 2727 1342 595 456 358 747
is_linear=0
shrinkage=0.00196078


Tree=3717
num_leaves=9
num_cat=0
split_feature=15 11 3 3 43 4 2 15
split_gain=2.61586e-05 2.89585e-05 4.40081e-05 6.05882e-05 8.25668e-05 3.5845e-05 9.55211e-05 1.41723e-08
threshold=0.091650000000000023 0.078065000000000009 -0.10519499999999998 -0.077774999999999983 -0.043144999999999996 0.033845000000000007 0.098260000000000014 -0.10324499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 -6 -7
right_child=-2 -3 3 4 5 7 -8 -9
leaf_value=0.021966128211711372 -0.015420047489647957 -0.013655463411325248 -0.020323071740354498 0.025614770568853008 -0.012251139981109911 -0.011530978317110786 0.026669695419974472 -0.012060680567563422
leaf_weight=0.0011273835117884242 0.00100246510527541 0.0011014995673807376 0.0011495124525307179 0.0014396273742730125 0.0013397257705231149 0.0010193306772906347 0.001191271076164133 0.0010012254909323318
leaf_count=180 497 192 1235 395 199 173 141 109
internal_value=0 0.00157587 0.00360503 0.000706154 0.00474098 -0.00186127 0.00606783 -0.0117935
internal_weight=0 0.00936958 0.00826808 0.00714069 0.00599118 0.00455155 0.002531 0.00202056
internal_count=3121 2624 2432 2252 1017 622 340 282
is_linear=0
shrinkage=0.1


Tree=3718
num_leaves=10
num_cat=0
split_feature=484 4 150 12 1 12 2 3 16
split_gain=0.000179945 0.00010152 9.9154e-05 0.000108851 0.000112538 9.87059e-05 0.000104871 0.000104158 6.0783e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 0.089910000000000018 -0.040564999999999997 0.12873500000000002 0.098810000000000023 0.086590000000000014 -0.082094999999999987 -0.083539999999999989
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 8 -8 -5
right_child=1 -3 -4 4 -6 -7 7 -9 -10
leaf_value=-0.00077719845450023822 -0.00048962470484683772 0.00049366517484482548 -0.00050011575805563983 0.00021147894317900573 0.00072651761987676232 -0.00040197839449608607 0.00078408726636364754 4.7458394423252961e-05 -0.00043838324492924505
leaf_weight=0.0010582481845291839 0.0011761827467595184 0.0018138442711040344 0.0013722191435889255 0.0010186535318131491 0.0011162890229243772 0.0014331759993469577 0.0015005533577651449 0.0014522293040083718 0.00121140108716619
leaf_count=515 194 346 197 310 41 319 363 390 446
internal_value=0 6.59821e-05 -9.4748e-06 6.61011e-05 0.000150634 5.3468e-05 0.00017941 0.000421801 -0.000141537
internal_weight=0 0.0120945 0.0102807 0.00890849 0.0077323 0.00661601 0.00518284 0.00295278 0.00223005
internal_count=3121 2606 2260 2063 1869 1828 1509 753 756
is_linear=0
shrinkage=0.00196078


Tree=3719
num_leaves=10
num_cat=0
split_feature=11 3 1 133 4 15 0 0 4
split_gain=7.43065e-05 8.77845e-05 8.83441e-05 0.000130869 0.00010768 0.000101555 0.000124558 8.18743e-05 6.01552e-05
threshold=0.081790000000000015 -0.12018999999999998 0.094385000000000011 0.076280000000000014 -1.0000000180025095e-35 -0.053579999999999996 -0.10836499999999999 -0.084144999999999984 0.08184000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 7 6 -4 -3 -7
right_child=-2 2 5 -5 -6 8 -8 -9 -10
leaf_value=0.00045130287225750602 -0.00051501900951780389 0.00017209241224592443 4.8676923438481741e-05 0.00021562351198733875 -0.000963951054502301 0.00011884193788960323 0.00084493906366072487 -0.00058707301696251106 -0.00052689519389912754
leaf_weight=0.001677132762180923 0.0010241694151089534 0.0011045846604585661 0.001875178129016301 0.0017269111961176731 0.0010638850413048099 0.0012084182130071832 0.0012647112492223164 0.0010803949267473034 0.0010252194174828061
leaf_count=180 175 415 199 807 253 197 305 521 69
internal_value=0 3.51604e-05 -3.22767e-05 -0.000220539 -0.000452377 0.00014205 0.000369402 -0.000203288 -0.000177546
internal_weight=0 0.0120264 0.0103493 0.00497578 0.00324886 0.00537353 0.00313989 0.00218498 0.00223364
internal_count=3121 2946 2766 1996 1189 770 504 936 266
is_linear=0
shrinkage=0.00196078


Tree=3720
num_leaves=8
num_cat=0
split_feature=4 151 4 1 4 13 1
split_gain=2.63573e-05 3.77769e-05 5.64038e-05 7.9285e-05 6.20044e-05 6.03672e-05 3.72651e-05
threshold=0.27287000000000006 -0.024429999999999997 -0.0029599999999999995 0.094385000000000011 0.098655000000000007 -0.076384999999999995 0.080585000000000004
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=0.012548228721247633 0.011706864652531932 0.017094503636417992 -0.037022766023468809 0.013319617117783339 -0.020116089847022688 0.0032109022459963533 -0.022208773209880319
leaf_weight=0.0014489331762248822 0.0016084263473648301 0.0017070135198757946 0.0010817758240431394 0.0010700718404493686 0.0011514176281137989 0.0013569996054413093 0.0010029734451515154
leaf_count=451 352 614 463 112 57 642 430
internal_value=0 -0.00221278 -0.00511468 -0.0148215 -0.00401041 0.00276936 -0.0075923
internal_weight=0 0.00881919 0.00737025 0.00330327 0.00222149 0.00406699 0.00235997
internal_count=3121 2769 2318 632 169 1686 1072
is_linear=0
shrinkage=0.1


Tree=3721
num_leaves=10
num_cat=0
split_feature=41 4 0 157 42 16 16 1 15
split_gain=9.34453e-05 8.65806e-05 0.000122139 9.86638e-05 7.61518e-05 0.000133331 9.66886e-05 0.000103555 6.98711e-05
threshold=1.0000000180025095e-35 -0.49405499999999997 -0.019414999999999998 -0.077234999999999984 0.091295000000000015 -0.056919999999999991 -0.27167499999999994 0.094090000000000021 -0.015744999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5 -8 -7
right_child=-2 2 -4 4 -6 8 7 -9 -10
leaf_value=-0.00050437000674513231 -0.00055537389849930638 0.00056058038634758118 0.00056066060155082189 -0.00038068845478519438 0.00037686498857193674 -0.00091315050948374203 -7.0163679950207994e-05 0.00067202238012683169 -0.00019831145006101307
leaf_weight=0.0010176104908754041 0.0011022741560494159 0.0010599794569719845 0.0017944751764782255 0.0014650599383721117 0.0012003378614807436 0.0010855183840232279 0.0017621308896174103 0.0012254109500602628 0.0010193731700538222
leaf_count=142 173 312 191 229 550 372 755 124 273
internal_value=0 4.19735e-05 9.43623e-05 -5.32041e-07 -7.71988e-05 -0.000160314 3.19217e-05 0.000234261 -0.000566963
internal_weight=0 0.0116299 0.0106123 0.00881781 0.00775783 0.00655749 0.0044526 0.00298754 0.00210489
internal_count=3121 2948 2806 2615 2303 1753 1108 879 645
is_linear=0
shrinkage=0.00196078


Tree=3722
num_leaves=8
num_cat=0
split_feature=50 15 15 457 49 0 52
split_gain=2.74709e-05 4.60134e-05 5.19887e-05 4.56008e-05 6.87901e-05 5.35533e-05 5.60578e-05
threshold=0.088425000000000017 -0.15026499999999995 -0.095869999999999983 0.087995000000000004 -0.006494999999999999 -0.053834999999999994 0.091820000000000013
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=0.021002085382778816 -0.014302257308976522 -0.018648847162591631 -0.019309607736856953 0.022390061492217683 0.018781719694440129 -0.018143638544395154 0.011976573817241943
leaf_weight=0.0010973226179134534 0.0012001965857345804 0.0013608402854004588 0.0014727621109781588 0.0010083060405459039 0.0018159095394587625 0.0012997934246097593 0.0011778219136225499
leaf_count=326 560 230 324 136 1241 240 64
internal_value=0 0.00178005 -0.000812659 0.00277017 -0.00066061 0.00573636 -0.00382493
internal_weight=0 0.00923276 0.00813543 0.00677459 0.00576629 0.00429352 0.00247762
internal_count=3121 2561 2235 2005 1869 1545 304
is_linear=0
shrinkage=0.1


Tree=3723
num_leaves=9
num_cat=0
split_feature=41 3 3 42 4 151 1 2
split_gain=6.66853e-05 8.13852e-05 7.68067e-05 7.18907e-05 4.54357e-05 8.4929e-05 7.27461e-05 5.82458e-05
threshold=1.0000000180025095e-35 -0.12018999999999998 -0.078934999999999991 0.08623500000000002 0.053925000000000008 -0.0038099999999999996 0.095025000000000012 0.11177500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7 -6
right_child=-2 2 3 -5 7 6 -8 -9
leaf_value=0.00046544760422000955 -0.00047919929417325919 -0.00039089068265222654 0.00050962815144793051 0.0004659208884483638 4.423087376479486e-05 -0.00034851780854053402 0.00028294197430940202 -0.00058581843587799211
leaf_weight=0.001515800099294526 0.001026311277193632 0.0017816275352101002 0.0013039934911372522 0.0013825001228288053 0.00120588785901787 0.0017303419398076213 0.0011795790517636143 0.0010600039315622287
leaf_count=221 173 1385 148 559 138 224 138 135
internal_value=0 4.30885e-05 -2.32964e-05 6.00018e-05 -2.66031e-05 9.37962e-05 -9.25463e-05 -0.000250512
internal_weight=0 0.0111597 0.00964393 0.00786231 0.00647981 0.00421391 0.00290992 0.00226589
internal_count=3121 2948 2727 1342 783 510 362 273
is_linear=0
shrinkage=0.00196078


Tree=3724
num_leaves=8
num_cat=0
split_feature=50 160 13 2 48 1 2
split_gain=2.23383e-05 3.80585e-05 4.97687e-05 0.000100332 8.62805e-05 6.04379e-05 3.97444e-05
threshold=0.088425000000000017 -0.081639999999999976 -0.084034999999999985 0.11215000000000001 0.083985000000000018 0.089770000000000016 0.10005000000000001
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=0.017631890196184021 -0.012886830632149994 -0.0029125259730454493 -0.026012409322292832 -0.032370148971897099 0.022761316031615391 0.003128672503871395 0.022037418704544898
leaf_weight=0.0012770624730584325 0.0012017336077149695 0.0011886347164019933 0.0011872828091308673 0.0011676470043479976 0.0012523629628114325 0.0017767543016141626 0.0013793897488551731
leaf_count=444 560 378 736 284 220 320 179
internal_value=0 0.00160758 -0.000965839 -0.00642949 0.000754251 -0.00854416 0.0104891
internal_weight=0 0.00922913 0.00795207 0.00538405 0.0042164 0.00296404 0.00256802
internal_count=3121 2561 2117 1560 1276 1056 557
is_linear=0
shrinkage=0.1


Tree=3725
num_leaves=10
num_cat=0
split_feature=484 41 3 1 133 2 0 13 47
split_gain=0.000125002 6.99758e-05 0.000127032 8.195e-05 0.000158626 0.00011406 0.000100147 6.96675e-05 8.15094e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.12018999999999998 0.10089500000000001 0.076280000000000014 0.092365000000000017 -0.13455999999999999 -0.061684999999999997 0.10621500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4 -5 -9
right_child=1 -3 3 7 -6 -7 -8 8 -10
leaf_value=-0.00064987262719244957 0.00061352546539342222 -0.00042775853339938329 0.00027041214164585074 0.00058776927370596352 0.00031904344485110802 -0.00091374462076499461 -0.00052267793707199393 0.00030065428719253649 -0.00035346402940358569
leaf_weight=0.0010639398507631256 0.0015690205100754957 0.0010755662947572872 0.0011400273635594513 0.0013209158279443279 0.001835689261360554 0.0011048514266179445 0.0013219920602154612 0.0019111962336595769 0.0011874772347219564
leaf_count=515 193 147 65 262 629 287 738 233 52
internal_value=0 5.03129e-05 9.54529e-05 1.26944e-05 -0.000149297 -0.000390328 -0.000155441 0.000210715 4.99823e-05
internal_weight=0 0.0124667 0.0113912 0.00982215 0.00540256 0.00356687 0.00246202 0.00441959 0.00309867
internal_count=3121 2606 2459 2266 1719 1090 803 547 285
is_linear=0
shrinkage=0.00196078


Tree=3726
num_leaves=8
num_cat=0
split_feature=11 2 52 4 133 0 0
split_gain=2.24031e-05 3.27557e-05 0.000123174 0.000119271 6.26265e-05 9.47959e-05 0.00012855
threshold=0.078065000000000009 0.10912000000000001 0.093665000000000012 0.033845000000000007 0.076280000000000014 -0.10607499999999999 -0.060129999999999996
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=0.015251747907658129 -0.013408607545854252 0.032957385743188752 -0.031781403137856712 -0.0092258353574766246 0.025819103205721641 -0.04132987955552709 0.0050696411854046584
leaf_weight=0.0019511809120874588 0.0011221894809582958 0.0012796176920434157 0.0011628938012171915 0.0014075793837297591 0.0010649029662096526 0.0010239959694396182 0.0014322421652385249
leaf_count=202 211 240 493 311 666 833 165
internal_value=0 0.00154696 -0.0022253 0.0108614 0.00405551 -0.00120292 -0.0142741
internal_weight=0 0.00932241 0.00663522 0.0026872 0.00547232 0.00440742 0.00245624
internal_count=3121 2910 2359 551 1866 1200 998
is_linear=0
shrinkage=0.1


Tree=3727
num_leaves=8
num_cat=0
split_feature=4 42 49 160 52 2 16
split_gain=2.32808e-05 2.8462e-05 6.00184e-05 6.24851e-05 5.86231e-05 6.47467e-05 4.87558e-05
threshold=0.27044500000000005 0.091735000000000025 -0.00064499999999999985 0.079055000000000014 -0.087769999999999987 0.10222000000000002 -0.032969999999999992
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=-0.028353143865037619 0.01086397150346332 -0.017548922624233198 -0.015189874724659481 0.003752312584295878 0.0086592692955756688 -0.0089872145433917347 0.034444624469597722
leaf_weight=0.0012678576297922911 0.0016434542987182653 0.0010504142173011948 0.0010463611340514704 0.0011616049439232504 0.0018583766525332502 0.0011498504992770798 0.0012112398715503404
leaf_count=332 365 562 395 176 850 166 275
internal_value=0 -0.00210822 -5.46594e-07 -0.0130025 0.00599808 0.0112524 0.0188339
internal_weight=0 0.0087457 0.00769529 0.00242946 0.00526583 0.00421947 0.00306962
internal_count=3121 2756 2194 508 1686 1291 1125
is_linear=0
shrinkage=0.1


Tree=3728
num_leaves=10
num_cat=0
split_feature=41 15 160 3 16 1 12 16 1
split_gain=6.60764e-05 8.22968e-05 6.31346e-05 6.45931e-05 6.62911e-05 0.000108363 0.000101446 8.15956e-05 7.19435e-05
threshold=1.0000000180025095e-35 -0.24436499999999997 0.092865000000000017 -0.12018999999999998 -0.29154999999999992 0.12811000000000003 0.092355000000000007 -0.083539999999999989 0.091785000000000019
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 7 -6 -9
right_child=-2 2 -4 4 5 -7 -8 8 -10
leaf_value=0.00058164872518636195 -0.00046784588129163379 0.00048065322824551634 -0.00043792861764232289 -0.00046836955659287097 0.00048481809841991597 0.00058022008454948709 -0.00047382535620437257 -0.00039092451895126424 0.00025704866096615118
leaf_weight=0.0010200566016743571 0.001032187807351607 0.0011772307194494883 0.0011374130172387602 0.0010584663490301426 0.00143220974014457 0.0012538717317144565 0.0016074545849600243 0.0014465048033043453 0.0012097055128639338
leaf_count=233 173 169 253 145 446 86 658 770 188
internal_value=0 5.03402e-05 -2.16126e-06 5.17988e-05 -1.1244e-05 5.83775e-05 -5.64992e-05 0.000107582 -9.58211e-05
internal_weight=0 0.0113429 0.0103229 0.00918544 0.00800821 0.00694975 0.00569587 0.00408842 0.00265621
internal_count=3121 2948 2715 2462 2293 2148 2062 1404 958
is_linear=0
shrinkage=0.00196078


Tree=3729
num_leaves=9
num_cat=0
split_feature=1 0 15 3 12 1 1 12
split_gain=2.24361e-05 6.27228e-05 4.0672e-05 6.01104e-05 6.29016e-05 7.67667e-05 8.81913e-05 4.34054e-06
threshold=0.077565000000000009 -0.059114999999999994 1.0000000180025095e-35 -0.10519499999999998 -0.010834999999999999 0.11392000000000001 0.094465000000000007 0.091625000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 6 -6 -3
right_child=2 7 -4 4 5 -7 -8 -9
leaf_value=-0.027533602401340385 0.027466386633340056 0.0076113726804714274 -0.01143887445458747 0.022678390847941248 -0.015749831515823185 -0.027666898062075104 0.021606844487167071 -0.0016904854713757406
leaf_weight=0.0010166278442818736 0.0011308359788597244 0.0010021128023309782 0.0015537822380264884 0.0011012575532672857 0.0011565300653059692 0.0010316050956804407 0.0013932936563950168 0.0010045080352397565
leaf_count=1460 214 60 433 315 204 159 160 116
internal_value=0 -0.00729747 0.00293315 0.00677437 0.00177739 -0.00464948 0.00466288 0.00295489
internal_weight=0 0.00302325 0.0073673 0.00581352 0.00468269 0.00358143 0.00254982 0.00200662
internal_count=3121 1636 1485 1052 838 523 364 176
is_linear=0
shrinkage=0.1


Tree=3730
num_leaves=10
num_cat=0
split_feature=484 41 3 0 16 151 0 12 49
split_gain=0.000111349 6.93939e-05 0.000115724 7.60348e-05 0.000114244 0.000113722 9.05688e-05 8.89445e-05 7.67877e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.12018999999999998 -0.053834999999999994 0.0065250000000000004 -0.044604999999999992 -0.10096999999999999 0.051320000000000005 -0.032624999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 8 -5 -7
right_child=1 -3 3 7 -6 6 -8 -9 -10
leaf_value=-0.00063461653317975486 0.00061078951069856854 -0.00044157234899166547 -0.00059101325358867614 0.00013638731179855206 0.00062777891191076723 -0.00010052649917558474 -0.00028759018872254335 -0.00062958964100157458 0.00054613950381225034
leaf_weight=0.0010024518109901419 0.0014366292319089443 0.0010226551092107497 0.0010438335930789818 0.0010449624294592828 0.0013517904541754033 0.0010973699277859383 0.0013898237110024567 0.0013179194371451797 0.0019793925342548565
leaf_count=515 193 147 253 170 291 80 1139 134 199
internal_value=0 4.63344e-05 9.31337e-05 1.25188e-05 0.000116976 -8.33139e-06 0.00012784 -0.000290843 0.000315497
internal_weight=0 0.0116844 0.0106617 0.00922509 0.00686221 0.00551042 0.00446659 0.00236288 0.00307676
internal_count=3121 2606 2459 2266 1962 1671 1418 304 279
is_linear=0
shrinkage=0.00196078


Tree=3731
num_leaves=11
num_cat=0
split_feature=484 43 42 40 3 42 3 2 1 16
split_gain=0.000117457 8.15116e-05 0.000110354 0.000148467 9.20593e-05 0.000107574 9.65224e-05 0.000103822 0.000105387 9.27006e-05
threshold=-1.0000000180025095e-35 0.16180500000000003 -0.098769999999999983 -0.011659999999999998 -0.10831999999999999 0.079510000000000011 -0.078934999999999991 0.092875000000000013 0.10937500000000001 -0.088159999999999988
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 -6 9 -9 -8
right_child=1 -3 3 4 6 -7 7 8 -10 -11
leaf_value=-0.00062370096684746942 -0.00052296457986961359 -0.00048129149275160033 0.00086714227099394365 0.00086586722101218456 -0.00048633250489514882 2.6011182596608985e-05 0.00073503820275803685 -0.00057420188945594215 0.00018000156328556497 5.2049885617242662e-06
leaf_weight=0.0010869207022219515 0.001008187273342019 0.0010240209341307272 0.0010192983685646121 0.0010894439419799539 0.0014405666813550452 0.0012697252565327805 0.0013049433362586045 0.0013508576472898563 0.0015069080510675126 0.0013732206430174189
leaf_count=515 175 201 268 175 943 93 103 284 138 226
internal_value=0 4.85531e-05 9.63015e-05 0.000156595 7.9015e-05 0.000413849 -3.42124e-05 8.34388e-05 -0.000176508 0.000360818
internal_weight=0 0.0123872 0.0113632 0.010355 0.00933567 0.00235917 0.0069765 0.00553593 0.00285777 0.00267816
internal_count=3121 2606 2405 2230 1962 268 1694 751 422 329
is_linear=0
shrinkage=0.00196078


Tree=3732
num_leaves=9
num_cat=0
split_feature=11 43 12 42 13 15 48 4
split_gain=2.6488e-05 3.4612e-05 6.87543e-05 4.99333e-05 4.77081e-05 8.18675e-05 5.56002e-05 1.14921e-05
threshold=0.078065000000000009 -0.04890499999999999 0.051320000000000005 0.087825000000000014 -0.095304999999999987 -1.0000000180025095e-35 0.085845000000000019 -0.073104999999999989
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 7 6 -6 -3
right_child=-2 4 3 -5 5 -7 -8 -9
leaf_value=0.02835850036508071 -0.014528990542219644 0.017277726716393112 -0.016102607151039363 0.014857586857184087 0.013831789765109508 -0.030290009804590474 -0.014966367334544362 0.0021665767946963265
leaf_weight=0.0012540303192760966 0.0011271512945877716 0.0010002856700441487 0.0010871074440945182 0.0010002458896903037 0.0014579618833922216 0.0012590631375323158 0.0012411352200991286 0.0010128896960051575
leaf_count=286 211 79 669 428 279 796 168 205
internal_value=0 0.00170192 0.00985173 -0.00126669 -0.00285848 -0.0092331 0.000589433 0.00967485
internal_weight=0 0.00931272 0.00334138 0.00208735 0.00597134 0.00395816 0.0026991 0.00201318
internal_count=3121 2910 1383 1097 1527 1243 447 284
is_linear=0
shrinkage=0.1


Tree=3733
num_leaves=8
num_cat=0
split_feature=42 156 43 42 0 16 0
split_gain=2.45328e-05 4.18008e-05 5.20786e-05 5.47315e-05 4.92286e-05 3.15647e-05 0.000120587
threshold=-1.0000000180025095e-35 0.084085000000000007 -0.074359999999999996 0.082250000000000004 -0.077999999999999986 -0.056919999999999991 -0.15931499999999996
decision_type=2 2 2 2 2 2 2
left_child=-1 2 4 5 -2 6 -4
right_child=1 -3 3 -5 -6 -7 -8
leaf_value=-0.011071016052824956 0.0032793015651730118 -0.016678024555802969 -0.0071121378072756276 -0.021347094385933237 0.033817607604240865 -0.0055964201607452578 0.036052967074589139
leaf_weight=0.0016903568588279494 0.00109461045065467 0.0010441915949286678 0.0015149871931256498 0.0010214186872206515 0.0010195399639225328 0.0018891285769781002 0.0011298737112802187
leaf_count=862 501 385 126 681 226 173 167
internal_value=0 0.00209287 0.00464848 -0.000434923 0.0180063 0.00427618 0.0113278
internal_weight=0 0.00871375 0.00766956 0.00555541 0.00211415 0.00453399 0.00264486
internal_count=3121 2259 1874 1147 727 466 293
is_linear=0
shrinkage=0.1


Tree=3734
num_leaves=10
num_cat=0
split_feature=484 15 15 12 52 160 160 13 0
split_gain=0.00014064 6.70341e-05 5.83355e-05 5.48796e-05 5.93778e-05 6.60979e-05 6.95132e-05 7.51624e-05 5.99344e-05
threshold=-1.0000000180025095e-35 -0.15026499999999995 -0.095869999999999983 0.10388500000000002 -0.24456499999999998 0.08733500000000001 -0.082299999999999984 -0.084034999999999985 -0.077999999999999986
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 -6 -8 -9
right_child=1 2 3 -5 5 -7 7 8 -10
leaf_value=-0.00071107478283833985 0.00044620476887010263 -0.00035157035465801004 -0.000302315887417193 -0.00037442610700192964 -0.00015336050715373113 -0.00027291564929967011 0.0007212087578761042 -0.00018432275263816804 0.00041809412605711216
leaf_weight=0.0010169537398570004 0.0014343508248612713 0.0015899518637088337 0.0011218420760587917 0.0010003747197982488 0.0011632838875175692 0.0010158697571447921 0.0016143909286062846 0.0010339525762346937 0.0016453939376973208
leaf_count=515 331 211 265 223 362 127 287 531 269
internal_value=0 4.93424e-05 -6.54725e-06 5.72763e-05 0.00011414 0.000186317 0.000271808 0.000386997 0.000185623
internal_weight=0 0.0116194 0.0101851 0.00859511 0.00759473 0.00647289 0.00545702 0.00429374 0.00267935
internal_count=3121 2606 2275 2064 1841 1576 1449 1087 800
is_linear=0
shrinkage=0.00196078


Tree=3735
num_leaves=9
num_cat=0
split_feature=1 43 3 1 151 0 16 12
split_gain=2.27136e-05 6.03485e-05 3.3258e-05 5.78981e-05 7.2479e-05 4.09186e-05 2.66063e-05 5.80626e-06
threshold=0.077565000000000009 0.093175000000000022 0.097915000000000016 0.11588000000000001 -0.0064299999999999991 -0.08824499999999999 -0.061854999999999993 0.086305000000000007
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=-0.012017359134863969 0.021592027428252971 0.01245304580758696 0.0038113400005887082 0.026923963964676056 -0.021427242201226132 0.0043070328433496563 -0.016842729420308237 -0.022758112136923948
leaf_weight=0.0010088998976298072 0.0012122184969093472 0.0010228912461507306 0.0012567172849617253 0.0011909827268241852 0.0012073593931481701 0.0012654834868143531 0.0012382035785740153 0.0010043118315850193
leaf_count=534 198 191 185 260 218 511 113 911
internal_value=0 -0.00732598 0.0029515 0.00775635 0.00156153 -0.00825766 -0.00643906 -0.0173755
internal_weight=0 0.0030361 0.00737096 0.00487604 0.00368506 0.00247284 0.00249492 0.00201321
internal_count=3121 1636 1485 1187 927 729 298 1445
is_linear=0
shrinkage=0.1


Tree=3736
num_leaves=11
num_cat=0
split_feature=484 47 47 4 12 160 15 151 4 3
split_gain=0.000140049 6.38692e-05 0.000111805 8.39311e-05 7.8977e-05 9.60725e-05 8.67973e-05 8.54928e-05 0.000108329 6.56298e-05
threshold=-1.0000000180025095e-35 0.13148500000000005 0.10254000000000001 0.27834500000000006 0.10193000000000001 0.090980000000000019 0.088345000000000021 -0.016164999999999995 -0.0029599999999999995 -0.084074999999999997
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=-0.0007024507572593663 0.00048826680397278424 -0.00040302236097776044 0.00071521838770438194 0.00053331987361096849 -0.00053925179165642209 -0.00051560806790156596 0.00057628876595193588 -0.00022695454933273696 -0.00054285843232712485 0.00041700905010290623
leaf_weight=0.0010056271975464057 0.0011340073035161768 0.0010429183794501981 0.0010427931498406514 0.0011621562287778458 0.0010237007743387353 0.0010251675147319814 0.0013322776556797065 0.0011005651931603449 0.001475422209163412 0.0013608304921922647
leaf_count=515 248 55 121 288 259 148 465 435 250 337
internal_value=0 6.00794e-05 0.0001054 3.92562e-05 -2.86782e-05 4.16847e-05 0.00013091 1.38938e-05 -0.00012275 0.000129073
internal_weight=0 0.0116998 0.0106569 0.00961413 0.00845197 0.00742827 0.0064031 0.00507083 0.00393682 0.0024614
internal_count=3121 2606 2551 2430 2142 1883 1735 1270 1022 772
is_linear=0
shrinkage=0.00196078


Tree=3737
num_leaves=8
num_cat=0
split_feature=11 2 4 52 133 0 0
split_gain=2.42208e-05 3.01081e-05 0.000115349 0.00011417 6.32001e-05 7.93065e-05 0.000108268
threshold=1.0000000180025095e-35 0.10912000000000001 0.033845000000000007 0.093665000000000012 0.076280000000000014 -0.10607499999999999 -0.060129999999999996
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=0.014013326029911004 -0.013462953750855131 0.03258960066358612 -0.008975894559966455 -0.030638177469644496 0.026005904840498334 -0.038264795172034863 0.0045775983574623874
leaf_weight=0.0019109675291530989 0.0011905930856063876 0.001263275710591386 0.0014160143843504384 0.0011454612158204877 0.0010603613644566672 0.0010089251323219014 0.001420161255281711
leaf_count=188 244 240 311 482 660 833 163
internal_value=0 0.00169255 0.0106221 -0.00196239 0.00411992 -0.00122726 -0.0132171
internal_weight=0 0.00922517 0.00267929 0.00654588 0.00540042 0.00434005 0.00242909
internal_count=3121 2877 551 2326 1844 1184 996
is_linear=0
shrinkage=0.1


Tree=3738
num_leaves=9
num_cat=0
split_feature=41 3 1 15 2 16 12 3
split_gain=9.93032e-05 8.10901e-05 8.10832e-05 8.86475e-05 9.08706e-05 7.88938e-05 7.32453e-05 0.000101945
threshold=1.0000000180025095e-35 -0.12018999999999998 0.094385000000000011 -0.0040799999999999994 0.091545000000000015 -0.27167499999999994 0.051320000000000005 0.12178000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -4 7 -7
right_child=-2 2 5 4 -6 6 -8 -9
leaf_value=0.00045807222569483436 -0.00058790965318432863 -0.00057547078778642411 -0.00028167033783652864 0.00032813790583871534 -0.00034296226180407249 0.00082392304690117517 -0.00011022251459417813 4.8414635616907199e-05
leaf_weight=0.0015508081290378862 0.0010534026422892176 0.0016514030596537117 0.0012441685802012242 0.0015253088677321157 0.0015785083203491103 0.0014310298988592686 0.0012224510685811645 0.0011966916497292979
leaf_count=221 173 904 214 787 273 218 216 115
internal_value=0 4.13144e-05 -2.43039e-05 -0.000208443 -1.31635e-05 0.000147577 0.000286287 0.000470748
internal_weight=0 0.0114004 0.00984956 0.00475522 0.00310382 0.00509434 0.00385017 0.00262772
internal_count=3121 2948 2727 1964 1060 763 549 333
is_linear=0
shrinkage=0.00196078


Tree=3739
num_leaves=7
num_cat=0
split_feature=52 52 52 12 43 16
split_gain=2.18188e-05 4.9089e-05 4.37811e-05 5.93277e-05 7.77049e-05 7.30003e-05
threshold=-0.28430999999999995 -0.081429999999999989 -0.0064899999999999992 0.09334000000000002 -0.0037449999999999996 -0.36241499999999999
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=-0.013786541523566679 0.017564415289493065 -0.017516823229897727 -0.0094568572178401755 -0.012846644176015182 -0.0018102730586397342 0.031121520211487827
leaf_weight=0.0010401918892077042 0.0015776567934575507 0.0014407079338307569 0.0015949952518806649 0.0019268304487247631 0.0011099933907205446 0.0017102576367312647
leaf_count=344 427 438 828 545 175 364
internal_value=0 0.00148 -0.00178049 0.00179428 0.00818364 0.0181602
internal_weight=0 0.00936044 0.00778278 0.00634208 0.00441525 0.00282025
internal_count=3121 2777 2350 1912 1367 539
is_linear=0
shrinkage=0.1


Tree=3740
num_leaves=10
num_cat=0
split_feature=484 15 15 15 13 43 52 12 16
split_gain=0.000140337 8.06247e-05 4.86158e-05 6.45161e-05 6.98509e-05 0.000121052 0.000117848 7.80913e-05 5.95873e-05
threshold=-1.0000000180025095e-35 -0.15026499999999995 -0.095869999999999983 -0.074054999999999996 -0.0034749999999999994 -0.084004999999999982 0.091275000000000009 0.088305000000000008 0.10246000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 8 -7 -6
right_child=1 2 3 4 6 7 -8 -9 -10
leaf_value=-0.0006985906015986702 0.00047706954034184879 -0.00032831737300165691 0.00045877422639850363 0.0007045130246457101 -0.00019376867309722781 -0.00049416734865828389 0.00035752421144825817 0.00020272804901759432 -0.00078844047167851141
leaf_weight=0.0010517462208913505 0.0014788420002827532 0.0015857229669870394 0.0012419209350484498 0.0011218433053067555 0.0016597204841524425 0.0010053346765778969 0.0010129550971882122 0.0016053602658592976 0.0010625735729227316
leaf_count=515 331 211 339 204 283 409 112 527 190
internal_value=0 4.89568e-05 -1.25376e-05 4.49545e-05 -2.38653e-05 0.000165839 -0.000213432 -6.56346e-05 -0.000425883
internal_weight=0 0.0117743 0.0102954 0.00870971 0.00746779 0.00373254 0.00373525 0.00261069 0.00272229
internal_count=3121 2606 2275 2064 1725 1140 585 936 473
is_linear=0
shrinkage=0.00196078


Tree=3741
num_leaves=9
num_cat=0
split_feature=14 15 16 48 12 15 3 12
split_gain=2.2041e-05 5.68004e-05 2.64082e-05 7.35333e-05 7.1758e-05 6.90407e-05 8.13508e-05 5.18743e-05
threshold=-1.0000000180025095e-35 -0.10653 -0.094359999999999986 0.091545000000000015 0.085885000000000017 -0.016799999999999995 0.10542000000000001 0.084100000000000022
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=-0.01415862157768847 0.020105906178408642 -0.029352744881635359 -0.022900580464910173 0.025646088867647139 0.0074878096933472848 0.009285457103924177 0.026642986999295716 -0.019957440420534527
leaf_weight=0.0010009059481058567 0.0013908072219864396 0.0010831629926568638 0.0013352625809009786 0.0010499378518589418 0.0010328749673437269 0.0011368321967784941 0.0010807728617499568 0.0013006275035391218
leaf_count=161 388 181 568 166 242 249 54 1112
internal_value=0 0.00145011 -0.00178534 0.00165028 -0.0113702 -0.00354064 0.00380698 -0.00631854
internal_weight=0 0.00941028 0.00801947 0.00590343 0.00211604 0.0048535 0.00351823 0.00243746
internal_count=3121 2960 2572 2149 423 1983 1415 1361
is_linear=0
shrinkage=0.1


Tree=3742
num_leaves=10
num_cat=0
split_feature=484 41 3 1 133 2 16 3 15
split_gain=0.000182735 7.48681e-05 0.000121601 8.63394e-05 0.000100483 0.000118887 0.000106186 7.27677e-05 7.37287e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.12018999999999998 0.10089500000000001 0.076280000000000014 0.092365000000000017 -0.088159999999999988 0.088060000000000013 -0.074054999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4 -5 -9
right_child=1 -3 3 7 -6 -7 -8 8 -10
leaf_value=-0.00079249617679310279 0.00063792179249948136 -0.00043658071457150656 0.00037746530348735271 0.00056594772593256712 0.00024392764761383635 -0.00088063093055823461 -0.00045691292174050442 0.00036349246738868937 -0.00028364193896470764
leaf_weight=0.0010301823697890069 0.0014812840474523045 0.0010339069661021291 0.0010485158842844474 0.0016279031722649618 0.0017637315539719262 0.0010525417996179948 0.0013305634013486875 0.0013597977014072615 0.0013477489824021693
leaf_count=515 193 147 269 320 629 287 534 130 97
internal_value=0 6.79076e-05 0.000115273 3.40428e-05 -0.000136439 -0.000331935 -8.91829e-05 0.000238339 4.13652e-05
internal_weight=0 0.012046 0.0110121 0.0095308 0.00519535 0.00343162 0.00237908 0.00433545 0.00270755
internal_count=3121 2606 2459 2266 1719 1090 803 547 227
is_linear=0
shrinkage=0.00196078


Tree=3743
num_leaves=9
num_cat=0
split_feature=1 0 3 1 1 52 16 13
split_gain=2.42526e-05 5.36837e-05 3.73775e-05 4.96619e-05 5.90806e-05 6.49503e-05 2.57143e-05 1.95226e-05
threshold=0.077565000000000009 -0.059114999999999994 0.097915000000000016 0.11588000000000001 0.096125000000000016 -0.0064899999999999992 -0.061854999999999993 -0.029529999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -2 -4 -3
right_child=2 7 6 -5 -6 -7 -8 -9
leaf_value=-0.026256288385362293 -0.0067581684691778573 -0.0078990759863874112 0.0032104636456940731 0.025883076353374758 -0.014171103423637569 0.026876854304878198 -0.017096326622948525 0.011772043691745566
leaf_weight=0.0010204065678944864 0.0010255941432768313 0.0010140283082993532 0.0012517930175378889 0.0011923950454436382 0.0013581195702865186 0.0013041680556662898 0.0012425592844832467 0.001004103610151302
leaf_count=1460 205 91 185 260 365 357 113 85
internal_value=0 -0.00756338 0.0030528 0.00814249 0.00240646 0.0120702 -0.00690535 0.00188811
internal_weight=0 0.00303854 0.00737463 0.00488028 0.00368788 0.00232976 0.00249435 0.00201813
internal_count=3121 1636 1485 1187 927 562 298 176
is_linear=0
shrinkage=0.1


Tree=3744
num_leaves=11
num_cat=0
split_feature=484 47 47 42 49 16 0 42 15 1
split_gain=0.000104006 6.11166e-05 0.00012052 9.76509e-05 9.60519e-05 7.46244e-05 0.000103197 9.63101e-05 8.80243e-05 6.68406e-05
threshold=-1.0000000180025095e-35 0.13148500000000005 0.10254000000000001 -0.025789999999999997 -0.047584999999999995 0.22339500000000004 -0.10224499999999999 1.0000000180025095e-35 -0.090344999999999995 0.090740000000000015
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 9 6 8 -8 -6 -5
right_child=1 -3 -4 4 5 -7 7 -9 -10 -11
leaf_value=-0.00061834628050818393 -0.00048433702427844551 -0.00042184206620599448 0.00071983603546075289 0.00011218662592949104 -0.00061089824201646244 -0.00045957613743974785 0.00078511701997024301 2.0534785380592778e-05 0.00016251815097255448 0.00079596278604144536
leaf_weight=0.0010075212151692643 0.0013072681109260091 0.0010135404127784011 0.001029051911050652 0.0011345156230012851 0.0011489461041906679 0.0012593163382200968 0.0010945504533210609 0.0015034305526277947 0.0011146304897072042 0.0010661373966429702
leaf_count=515 623 55 121 126 128 235 271 745 109 193
internal_value=0 3.82687e-05 8.20244e-05 1.38599e-05 9.21241e-05 -3.41896e-05 7.60006e-05 0.000342659 -0.000230053 0.000443452
internal_weight=0 0.0116714 0.0106578 0.0096288 0.00832153 0.00612087 0.00486156 0.00259798 0.00226358 0.00220065
internal_count=3121 2606 2551 2430 1807 1488 1253 1016 237 319
is_linear=0
shrinkage=0.00196078


Tree=3745
num_leaves=7
num_cat=0
split_feature=4 42 52 2 0 16
split_gain=2.06619e-05 3.64558e-05 5.4853e-05 6.0367e-05 9.24576e-05 6.00617e-05
threshold=0.27044500000000005 0.091735000000000025 -0.088204999999999992 0.10327000000000001 -0.059114999999999994 -0.088159999999999988
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=-0.015042121057124892 0.010161032381604762 -0.019432929213854561 0.015958704891540547 -0.011028110494243296 0.03599640185859803 -0.011775845163490001
leaf_weight=0.0017722831461620056 0.0016645282663731243 0.0010543188370574054 0.0016117677969755412 0.0016815987831984396 0.0011210246830505818 0.0015145678564447641
leaf_count=546 365 562 438 227 91 892
internal_value=0 -0.00199336 0.000394159 0.00500837 0.0113575 0.00252257
internal_weight=0 0.00875556 0.00770124 0.00592896 0.00424736 0.00312634
internal_count=3121 2756 2194 1648 1421 1330
is_linear=0
shrinkage=0.1


Tree=3746
num_leaves=9
num_cat=0
split_feature=1 42 151 42 2 43 0 16
split_gain=2.19518e-05 6.90229e-05 4.04291e-05 5.89523e-05 6.65398e-05 9.47232e-05 5.13003e-05 4.34315e-05
threshold=0.12337000000000002 0.091735000000000025 -0.081154999999999991 0.08623500000000002 0.099185000000000009 -0.084004999999999982 -0.12333499999999999 0.033715000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -7 -6
right_child=-2 -3 3 -5 7 6 -8 -9
leaf_value=-0.017499911982873279 0.01033040215315922 -0.026595348140307347 0.01582634765057235 0.025188168534027423 0.026511993044306403 -0.0045144831874620334 -0.035171738489854824 -0.00064208689166527974
leaf_weight=0.0010083770194375284 0.0017046749914335383 0.0010144226338087989 0.0010079143668509948 0.0010956683186320679 0.0011468527709506413 0.001003410820357961 0.0011969068056798793 0.001210998833513487
leaf_count=351 294 576 300 430 213 109 648 200
internal_value=0 -0.00208132 0.00116081 0.00398545 -0.000188245 -0.00956152 -0.0211911 0.0125656
internal_weight=0 0.00868455 0.00767013 0.00666175 0.00556608 0.00320823 0.00220032 0.00235785
internal_count=3121 2827 2251 1900 1470 1057 757 413
is_linear=0
shrinkage=0.1


Tree=3747
num_leaves=8
num_cat=0
split_feature=42 49 42 52 13 16 4
split_gain=2.38498e-05 4.17175e-05 4.79367e-05 7.55287e-05 6.63353e-05 4.1588e-05 3.79882e-05
threshold=-1.0000000180025095e-35 -0.047584999999999995 0.091545000000000015 -0.0064899999999999992 -0.14819499999999997 -0.088394999999999987 0.0037800000000000004
decision_type=2 2 2 2 2 2 2
left_child=-1 6 3 -3 -5 -6 -2
right_child=1 2 -4 4 5 -7 -8
leaf_value=-0.010952664278392759 0.0012258440158048917 -0.014974795542109488 -0.021371695144552172 -0.01085022195099849 0.0042594683668878124 0.029456523761655425 0.028323119172981876
leaf_weight=0.0016784574479594304 0.0010597973755561629 0.0017941587675710789 0.0010533373309119824 0.0010866314404187065 0.0011617018989163359 0.0015019173724779868 0.0010108222927496672
leaf_count=862 218 596 620 110 258 315 142
internal_value=0 0.00207067 -0.00181569 0.0018996 0.00997248 0.0184672 0.014454
internal_weight=0 0.00866837 0.00659775 0.00554441 0.00375025 0.00266362 0.00207062
internal_count=3121 2259 1899 1279 683 573 360
is_linear=0
shrinkage=0.1


Tree=3748
num_leaves=8
num_cat=0
split_feature=52 51 0 47 1 43 0
split_gain=2.42121e-05 5.97631e-05 4.45017e-05 8.99006e-05 6.21671e-05 5.55192e-05 4.71518e-05
threshold=0.11434500000000002 0.08955500000000001 -0.062294999999999996 0.092530000000000015 0.08592000000000001 -0.090299999999999991 -0.15202999999999997
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=-0.01107188803536046 -0.012179486628166739 -0.020571991236288775 -0.0027215539096314533 -0.025798414422935768 -0.00035151913685622883 0.026282199507065979 0.026854836392380149
leaf_weight=0.0013478332798123631 0.0014164245660745365 0.0010447809053935079 0.0010770427195521475 0.0011129578759557276 0.0011022408843013708 0.0017044039766322845 0.0015093219750717309
leaf_count=1164 501 263 72 203 99 354 465
internal_value=0 0.00189699 0.00488601 -0.000688136 0.00637018 0.0150513 0.0153721
internal_weight=0 0.00889858 0.0078538 0.00507235 0.0039594 0.00278145 0.00261156
internal_count=3121 2620 2357 1931 1728 426 564
is_linear=0
shrinkage=0.1


Tree=3749
num_leaves=10
num_cat=0
split_feature=41 52 3 42 151 49 16 15 3
split_gain=7.24441e-05 8.46714e-05 7.92845e-05 7.54931e-05 8.13515e-05 0.000115826 0.000102698 9.43628e-05 0.000152089
threshold=1.0000000180025095e-35 0.15116000000000002 -0.12018999999999998 0.091295000000000015 -0.044604999999999992 -0.054319999999999993 -0.083539999999999989 -0.016799999999999995 0.10542000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 -7 -8 -9
right_child=-2 -3 3 -5 5 6 7 8 -10
leaf_value=0.00053110302167800303 -0.00050121254492215342 -0.0004474255215682048 -0.00047321661696252408 0.00049613528945923607 -0.00052653799295769186 0.00057811525279873174 -0.00042855281330559617 -0.00031810882396670416 0.00071987718526861518
leaf_weight=0.0014320660900108808 0.0010150017501262968 0.001199314118710733 0.0013563215334223703 0.0011747991208517607 0.0010827798133694862 0.0016737236960951067 0.0013102455779634412 0.0010144996902125862 0.0011670413772719712
leaf_count=211 173 360 372 501 120 539 362 445 38
internal_value=0 4.54283e-05 0.000103313 3.35332e-05 -3.79319e-05 5.65557e-05 0.000178782 -1.26309e-05 0.000237174
internal_weight=0 0.0114108 0.0102115 0.00877941 0.00760461 0.00624829 0.00516551 0.00349179 0.00218154
internal_count=3121 2948 2588 2377 1876 1504 1384 845 483
is_linear=0
shrinkage=0.00196078


Tree=3750
num_leaves=8
num_cat=0
split_feature=1 52 4 0 3 12 15
split_gain=2.25452e-05 3.65666e-05 6.37098e-05 4.38783e-05 2.64543e-05 6.38678e-05 2.97678e-05
threshold=0.090405000000000013 -0.077024999999999996 -0.077679999999999985 0.11070500000000001 0.083060000000000009 0.090840000000000018 -0.074054999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -2 -6
right_child=4 2 -4 -5 6 -7 -8
leaf_value=0.0084984439040240705 0.027141260909171173 0.014119049660076053 -0.030197838749940323 -0.01509072882980789 0.0066473072209198821 -0.0023744782552462184 -0.014023444894930093
leaf_weight=0.0013488353676280626 0.0013152162257787222 0.0010165007849565063 0.001131845806016401 0.0010408803035801097 0.0015161402264503576 0.0016564428279563772 0.0012889811369024978
leaf_count=460 391 652 837 51 170 421 139
internal_value=0 -0.00530445 -0.0111422 -0.000658904 0.00411401 0.0106888 -0.00285111
internal_weight=0 0.00453806 0.00318923 0.00205738 0.00577678 0.00297166 0.00280512
internal_count=3121 2000 1540 703 1121 812 309
is_linear=0
shrinkage=0.1


Tree=3751
num_leaves=8
num_cat=0
split_feature=50 15 15 4 0 43 2
split_gain=2.35555e-05 3.9902e-05 5.13569e-05 4.72442e-05 6.87953e-05 6.85533e-05 0.000102239
threshold=0.088425000000000017 -0.15026499999999995 -0.095869999999999983 0.0052350000000000009 -0.10607499999999999 -0.081374999999999989 0.097845000000000015
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=0.01967600558279773 -0.013256527833619115 -0.018487891986138948 0.012212188861234761 0.028278619616406948 -0.0042358887972539835 -0.035002231790341273 0.005930009324312582
leaf_weight=0.0010876387685067246 0.001190193609196648 0.0013542861478724891 0.0015945963859645179 0.0014155675944348628 0.0012043945479003606 0.0012151996781023726 0.0012257208736191723
leaf_count=326 560 230 501 148 270 817 269
internal_value=0 0.00170361 -0.000736842 0.00287522 0.0133317 -0.00391341 -0.0144479
internal_weight=0 0.0090974 0.00800977 0.00665548 0.00261996 0.00403552 0.00244092
internal_count=3121 2561 2235 2005 418 1587 1086
is_linear=0
shrinkage=0.1


Tree=3752
num_leaves=8
num_cat=0
split_feature=11 13 160 43 16 4 1
split_gain=2.05881e-05 3.11638e-05 4.98786e-05 5.42847e-05 0.000141621 8.00751e-05 3.57187e-05
threshold=1.0000000180025095e-35 -0.084034999999999985 -0.081069999999999989 -0.16318499999999997 0.033715000000000009 -0.00059999999999999995 0.08844500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 6 -3 -4 5 -5 -1
right_child=-2 2 3 4 -6 -7 -8
leaf_value=0.00040278025498959757 -0.012511268800271522 0.017567504057174124 0.011148168666543376 0.022399222343433806 -0.042345444316102529 -0.012726605182170234 0.023446647982758084
leaf_weight=0.0015328871209026014 0.00116989677041661 0.0010574411628346929 0.0013425215170135545 0.0010061540187795348 0.0011136198754877259 0.001828320786789277 0.0011985952998262751
leaf_count=563 244 373 151 765 385 367 273
internal_value=0 0.00158331 -0.0022597 -0.00622259 -0.0121294 -0.000257984 0.0105146
internal_weight=0 0.00907954 0.00634806 0.00529062 0.00394809 0.00283447 0.00273148
internal_count=3121 2877 2041 1668 1517 1132 836
is_linear=0
shrinkage=0.1


Tree=3753
num_leaves=9
num_cat=0
split_feature=484 4 150 49 12 4 52 13
split_gain=0.000109285 5.84444e-05 6.00412e-05 7.98452e-05 0.000111144 8.6037e-05 8.51637e-05 9.9841e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 0.089910000000000018 -0.072814999999999977 -0.040564999999999997 0.053180000000000012 0.077655000000000016 -0.0034749999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 -6
right_child=1 -3 -4 4 5 -7 -8 -9
leaf_value=-0.00061786424599298193 0.00050702736543048964 0.00037817834988451921 -0.00039108626385783366 -0.00062962072886151325 6.8499754927836995e-05 0.00043260543343987299 0.00022330409011109246 -0.0007445715548186838
leaf_weight=0.0010097896019362071 0.0012795733360003447 0.0018115860936658507 0.0013383309419199687 0.0010039380153230425 0.0011814141881165694 0.0018124494765400061 0.0019672059482136774 0.0011418434463703663
leaf_count=515 177 346 197 124 488 175 806 293
internal_value=0 5.48251e-05 -5.41106e-06 5.61361e-05 -2.50459e-05 7.44076e-05 -7.69083e-05 -0.000331112
internal_weight=0 0.0115363 0.00972476 0.00838642 0.00710685 0.00610291 0.00429046 0.00232326
internal_count=3121 2606 2260 2063 1886 1762 1587 781
is_linear=0
shrinkage=0.00196078


Tree=3754
num_leaves=8
num_cat=0
split_feature=52 160 150 4 16 0 16
split_gain=2.43339e-05 6.71098e-05 6.58719e-05 6.55355e-05 4.67769e-05 6.52522e-05 3.18385e-05
threshold=-0.046924999999999988 -1.0000000180025095e-35 0.086615000000000011 -0.0052149999999999992 -0.056919999999999991 -0.11756999999999999 -0.15241499999999997
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=-0.0016329921533724671 -0.023670855491061901 -0.008547473170843865 -0.013544336948811068 0.031401125062009094 -0.012217305699800767 0.030542739789925905 0.006555322258093044
leaf_weight=0.0011269625779000154 0.0013297349453428612 0.0014735370423011448 0.0011013288116032208 0.0012856916167852206 0.0017190431292007161 0.0011124974976500612 0.0011008877493764292
leaf_count=553 743 200 136 264 206 170 849
internal_value=0 -0.00354494 0.00672032 0.0159707 0.00140554 0.00775725 0.0186119
internal_weight=0 0.0067357 0.00351398 0.00241265 0.00540597 0.00368692 0.00221339
internal_count=3121 2168 953 817 1425 1219 1019
is_linear=0
shrinkage=0.1


Tree=3755
num_leaves=10
num_cat=0
split_feature=484 4 12 15 47 0 12 16 4
split_gain=0.000128973 0.000104895 6.11973e-05 7.09431e-05 7.40655e-05 0.0001124 9.59394e-05 6.54708e-05 5.04663e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 0.10673000000000001 -0.095869999999999983 0.085270000000000026 -0.11013499999999998 0.086850000000000024 0.013515000000000001 0.0067750000000000006
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 8 -7 -8 -5
right_child=1 -3 -4 4 -6 6 7 -9 -10
leaf_value=-0.0006739104316488832 -0.00038828175448406477 0.00049209936688381442 -0.00048187924311035568 6.4332810861599782e-05 0.00051094835338936248 -0.00049040065714388574 -0.0002277998191652368 0.00046754501709388803 0.00067033955292269899
leaf_weight=0.0010094239323353632 0.0013309878409895502 0.0017991708286719107 0.0010023698598621454 0.0010244360994650387 0.001393300006071475 0.0019737746124494338 0.0010626085531846999 0.0010206495619486011 0.0010909821323855477
leaf_count=515 236 346 202 125 136 570 708 223 60
internal_value=0 5.65798e-05 -2.25762e-05 2.91721e-05 0.000102612 1.04384e-05 -0.000180625 0.00011287 0.000376868
internal_weight=0 0.0116983 0.00989911 0.00889674 0.00756575 0.00617245 0.00405703 0.00208326 0.00211542
internal_count=3121 2606 2260 2058 1822 1686 1501 931 185
is_linear=0
shrinkage=0.00196078


Tree=3756
num_leaves=9
num_cat=0
split_feature=41 3 3 2 47 1 3 133
split_gain=6.62151e-05 9.08923e-05 9.17302e-05 6.75192e-05 8.30237e-05 6.87387e-05 9.77458e-05 7.01977e-05
threshold=1.0000000180025095e-35 -0.12018999999999998 -0.078934999999999991 0.083215000000000011 0.092710000000000015 0.10374500000000002 0.12178000000000001 0.084415000000000018
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 7 -7 -5
right_child=-2 2 3 5 -6 6 -8 -9
leaf_value=0.00047976128739982366 -0.00047841946122688833 -0.00043784735703744431 0.00065906947556898022 -0.00047789730578268235 -7.8500554512498456e-05 0.00062595386305134746 -0.00015571183136998094 0.00015442881686667905
leaf_weight=0.0015339401618749754 0.0010508545017505417 0.0017672141249221373 0.001325367306482212 0.0019837033529899314 0.0010528684225147023 0.0010695771445965634 0.0014473535569375917 0.0010231378863616927
leaf_count=221 173 1385 281 405 109 173 150 224
internal_value=0 3.6342e-05 -3.40028e-05 5.63135e-05 0.00033254 -6.26146e-05 0.000176459 -0.000262736
internal_weight=0 0.0112032 0.00966922 0.00790201 0.00237824 0.00552377 0.00251693 0.00300684
internal_count=3121 2948 2727 1342 390 952 323 629
is_linear=0
shrinkage=0.00196078


Tree=3757
num_leaves=10
num_cat=0
split_feature=484 15 42 124 151 42 4 13 4
split_gain=0.000132466 6.4715e-05 0.000144484 8.84247e-05 0.000155269 0.00016916 0.000125618 8.86666e-05 0.000184873
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.083995000000000014 -0.013479999999999999 -0.044604999999999992 0.079510000000000011 0.10637500000000001 -0.0013449999999999996 0.0061450000000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 6 7 -6 -9
right_child=1 2 -4 4 5 -7 -8 8 -10
leaf_value=-0.00068442916671153213 -0.00040238975698769585 -0.000574205557253402 0.00031331318293883141 -0.00038328584288529517 0.00080827947508408076 -0.00020642152007795396 0.0010382602020098648 -0.00036667346478655118 0.00072973910241901335
leaf_weight=0.0010266402954580518 0.0010440494581359034 0.0016909685974577789 0.0012097408478489089 0.0014112420988047015 0.0010243606452041516 0.0016443126795654909 0.0013162901932411066 0.001334686470760852 0.0010615296206233993
leaf_count=515 227 588 493 278 135 411 162 237 75
internal_value=0 5.00534e-05 -0.000204066 0.000133472 0.000205268 0.000335431 0.000523525 0.000325447 0.00011904
internal_weight=0 0.0117372 0.00290071 0.00883647 0.00779242 0.00638118 0.00473687 0.00342058 0.00239622
internal_count=3121 2606 1081 1525 1298 1020 609 447 312
is_linear=0
shrinkage=0.00196078


Tree=3758
num_leaves=12
num_cat=0
split_feature=484 42 43 3 0 133 16 48 1 16 15
split_gain=0.000127042 5.69201e-05 8.4888e-05 0.00022294 0.000131868 0.000112546 9.94134e-05 0.000194186 5.44124e-05 5.31923e-05 3.8256e-05
threshold=-1.0000000180025095e-35 -0.098769999999999983 -0.074359999999999996 -0.077774999999999983 -0.077809999999999976 -0.0061299999999999992 0.22339500000000004 0.086260000000000017 0.10984500000000001 -0.011989999999999999 -0.036009999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -4 7 9 -9 10 -7
right_child=1 2 5 -5 -6 6 -8 8 -10 -11 -12
leaf_value=-0.00067106694997371048 -0.00037700979558817643 -0.0005079485449734516 -0.00058257020065069346 0.0011225744240215801 0.00045115977705101394 0.00060126050746671649 -0.00042362050592331446 -0.00058929232907840021 5.3668341435666478e-05 0.00088772449014380423 6.3973971070684901e-05
leaf_weight=0.0010110459618215663 0.001073452061119363 0.0010133692288204167 0.0011507685682290601 0.0010157557396931888 0.0012083056951435293 0.0010322638939125161 0.0011969491419265834 0.0010059746527934228 0.0010182779185322066 0.001002505642752245 0.0010060862500921206
leaf_count=515 191 415 661 285 143 144 176 81 77 135 298
internal_value=0 5.33373e-05 9.67125e-05 0.000361602 1.36831e-05 -1.89736e-05 8.45977e-05 0.000204696 -0.000265858 0.000517937 0.000336067
internal_weight=0 0.0117237 0.0106503 0.00323743 0.00222167 0.00741283 0.00626206 0.00506511 0.00202425 0.00304086 0.00203835
internal_count=3121 2606 2415 843 558 1572 911 735 158 577 442
is_linear=0
shrinkage=0.00196078


Tree=3759
num_leaves=10
num_cat=0
split_feature=41 157 160 52 13 151 3 1 4
split_gain=7.7172e-05 7.83448e-05 6.20728e-05 0.000114239 7.14616e-05 0.000101944 0.000151372 0.00011119 0.000159858
threshold=1.0000000180025095e-35 -0.072409999999999988 -1.0000000180025095e-35 0.10744000000000002 0.17001000000000002 -0.0083949999999999979 0.12178000000000001 0.10124500000000002 -0.080924999999999983
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 8 -7
right_child=-2 2 3 -5 -6 6 -8 -9 -10
leaf_value=0.00051540004232628793 -0.00052351012376297354 -0.00038528084824155658 -0.0004405201772633029 0.00066519627170886575 -0.00045268627653515024 0.00076750592338514637 -0.00047157782323044214 0.00092941129703656656 -0.0002101336842910764
leaf_weight=0.0011914657248085188 0.0010187582422046251 0.0014924761988505822 0.001268939951047595 0.0010156440564712795 0.0013040010315167744 0.0010432692278233653 0.0010529183608861126 0.0010005697927548346 0.0016761771451321748
leaf_count=406 173 641 254 163 121 433 87 205 638
internal_value=0 4.04932e-05 -1.69287e-05 4.88198e-05 -3.64007e-05 5.34451e-05 0.000184771 0.000370545 0.000164921
internal_weight=0 0.0110455 0.009854 0.00836152 0.00734588 0.00604187 0.00477293 0.00372002 0.00271945
internal_count=3121 2948 2542 1901 1738 1617 1363 1276 1071
is_linear=0
shrinkage=0.00196078


Tree=3760
num_leaves=10
num_cat=0
split_feature=484 4 150 49 12 13 12 16 13
split_gain=0.000115062 8.43816e-05 6.34536e-05 7.36091e-05 9.72459e-05 8.3658e-05 0.000145631 9.39843e-05 7.93992e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 0.089910000000000018 -0.072814999999999977 -0.040564999999999997 -0.094514999999999988 0.051320000000000005 -0.008904999999999998 -0.0034749999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 7 -7 -8
right_child=1 -3 -4 4 5 6 8 -9 -10
leaf_value=-0.00064900626792918604 0.00046997946407909241 0.00043509736823347134 -0.00042487178529858306 -0.00060124957600057405 0.00041076764762901295 -0.00013714369256628061 -8.4392652117266438e-05 0.00070186503403878403 -0.00080569223371122756
leaf_weight=0.0010071448133985817 0.001264146577684996 0.0017769871744416155 0.0013451020678354525 0.0010284329516800066 0.0017645847142888039 0.001015227655554729 0.0012333481574694593 0.0010382819709727651 0.0011191486104678004
leaf_count=515 177 346 197 124 143 68 1021 93 437
internal_value=0 4.19504e-05 -2.9277e-05 3.35972e-05 -4.30313e-05 5.00051e-05 -9.44786e-05 0.00028707 -0.000427535
internal_weight=0 0.0115853 0.00980827 0.00846317 0.00719902 0.00617059 0.00440601 0.00205351 0.0023525
internal_count=3121 2606 2260 2063 1886 1762 1619 161 1458
is_linear=0
shrinkage=0.00196078


Tree=3761
num_leaves=9
num_cat=0
split_feature=41 3 3 42 4 1 3 4
split_gain=6.86329e-05 6.91935e-05 8.13333e-05 7.27008e-05 4.1862e-05 0.000105575 9.53142e-05 6.83875e-05
threshold=1.0000000180025095e-35 -0.12018999999999998 -0.078934999999999991 0.08623500000000002 0.053925000000000008 0.094465000000000007 0.090900000000000009 0.26790000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 -6
right_child=-2 2 3 -5 7 -7 -8 -9
leaf_value=0.00042539217061313974 -0.00049168263780005942 -0.00039795512331253918 -0.00057544697375573833 0.00046478909897602845 -0.00053976597512735375 0.00048576838354641709 0.00017959698708606736 0.00014161290128094552
leaf_weight=0.0015432452043799118 0.001019141061227787 0.0017988328775766912 0.0011462568085892763 0.0014261174675885835 0.0012753251907255624 0.00161545236464802 0.0014634852788861785 0.0010186575877355482
leaf_count=221 173 1385 195 559 102 236 79 171
internal_value=0 3.96297e-05 -2.14662e-05 6.37717e-05 -2.39538e-05 9.18214e-05 -0.000152035 -0.000237195
internal_weight=0 0.0112874 0.00974413 0.00794529 0.00651918 0.00422519 0.00260974 0.00229398
internal_count=3121 2948 2727 1342 783 510 274 273
is_linear=0
shrinkage=0.00196078


Tree=3762
num_leaves=9
num_cat=0
split_feature=42 49 52 2 3 1 52 4
split_gain=2.70359e-05 3.80111e-05 4.44898e-05 8.88204e-05 0.000160985 6.90169e-05 6.70253e-05 4.42213e-05
threshold=-1.0000000180025095e-35 -0.047584999999999995 0.070205000000000017 0.11215000000000001 -0.078934999999999991 0.094220000000000012 0.11434500000000002 0.0049200000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=-1 7 3 4 -3 -6 -4 -2
right_child=1 2 6 -5 5 -7 -8 -9
leaf_value=-0.011569881853392453 -5.1752562492277591e-05 -0.031091337849254566 0.027158842502899058 -0.02933170327102207 0.00091520214412225487 0.036206046960676079 -0.0083872160329621064 0.029138916472045313
leaf_weight=0.0017078617259511731 0.0010786157374434037 0.0010271503292601917 0.0011279660864093395 0.0012859879196423325 0.0012376219292317347 0.0010034630074675724 0.0010014099667578521 0.0010002258074128351
leaf_count=862 227 617 249 256 217 189 371 133
internal_value=0 0.00218356 -0.00148967 -0.00706851 0.00169162 0.0167169 0.0104421 0.0139932
internal_weight=0 0.00876244 0.0066836 0.00455422 0.00326824 0.00224108 0.00212938 0.00207884
internal_count=3121 2259 1899 1279 1023 406 620 360
is_linear=0
shrinkage=0.1


Tree=3763
num_leaves=8
num_cat=0
split_feature=4 151 16 12 15 43 13
split_gain=2.6279e-05 4.26422e-05 5.17579e-05 4.77872e-05 4.43521e-05 4.20809e-05 7.07224e-05
threshold=0.27044500000000005 -0.024429999999999997 -0.092484999999999984 0.086850000000000024 -0.037864999999999989 -0.077604999999999993 -0.095304999999999987
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=0.013454382599397883 0.011444228602040182 -0.03402887389478243 -0.016138906858438631 -0.0039445836339937132 0.016551297282802142 0.013435104265575268 -0.023171785707691305
leaf_weight=0.0014442394395304649 0.0016695283621485134 0.0010256461750413135 0.0012797893323452424 0.0010881947635743609 0.0017982950905834532 0.0010917747691886232 0.0010215729679181949
leaf_count=451 365 192 551 252 327 67 916
internal_value=0 -0.00224659 -0.00535064 -0.0185416 2.04479e-05 0.00530737 -0.00426033
internal_weight=0 0.00874951 0.00730527 0.00211384 0.00519143 0.00391164 0.00211335
internal_count=3121 2756 2305 444 1861 1310 983
is_linear=0
shrinkage=0.1


Tree=3764
num_leaves=9
num_cat=0
split_feature=1 43 15 3 12 47 52 12
split_gain=2.55626e-05 4.83526e-05 4.70407e-05 7.27513e-05 5.74418e-05 7.5045e-05 9.76004e-05 9.99771e-06
threshold=0.077565000000000009 0.093175000000000022 0.024640000000000006 -0.10519499999999998 -0.010834999999999999 0.092530000000000015 -0.0064899999999999992 0.085955000000000018
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=-0.0097199414306939555 0.029510660487324172 0.010004345992209214 -0.014041026496949952 0.021611315364254646 -0.01125256678229169 -0.026096816918879873 0.027494844388619918 -0.023815365757804106
leaf_weight=0.001007723682686468 0.0011482591728877523 0.0010157577705208077 0.0013108669087818553 0.0011049738287216134 0.0015717377653442224 0.0011150859708429078 0.001108603057169156 0.0010050966060626983
leaf_count=501 216 191 411 318 207 183 150 944
internal_value=0 -0.00778245 0.00313261 0.00685448 0.0015457 -0.00429607 0.00477357 -0.0167585
internal_weight=0 0.00302858 0.00735953 0.00604866 0.0049004 0.00379543 0.00268034 0.00201282
internal_count=3121 1636 1485 1074 858 540 357 1445
is_linear=0
shrinkage=0.1


Tree=3765
num_leaves=8
num_cat=0
split_feature=52 52 43 160 16 0 3
split_gain=2.63726e-05 6.59219e-05 7.62181e-05 5.73067e-05 4.70552e-05 5.72368e-05 3.11754e-05
threshold=-0.046924999999999988 -0.088204999999999992 -0.074359999999999996 -1.0000000180025095e-35 -0.056919999999999991 -0.11756999999999999 -0.078934999999999991
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=0.013952961178777227 -0.022201547271810423 0.024667349882703735 -0.023131462109775361 -0.0079984365631424557 -0.012673329328720718 0.0060450031049270204 0.029705497015338374
leaf_weight=0.0011741233315655866 0.0013419888862927117 0.0013187653672412586 0.0010496830927274768 0.001483375897826501 0.0017469399845181791 0.0011660266717860223 0.0010659878682752911
leaf_count=349 743 273 331 200 206 701 318
internal_value=0 0.00695321 -0.00355166 -0.0036865 0.000862288 0.0072266 0.017345
internal_weight=0 0.00354257 0.00222381 0.00680432 0.00546233 0.00371539 0.00223201
internal_count=3121 953 680 2168 1425 1219 1019
is_linear=0
shrinkage=0.1


Tree=3766
num_leaves=8
num_cat=0
split_feature=42 49 42 52 13 1 4
split_gain=2.64619e-05 3.3717e-05 4.12551e-05 6.24087e-05 5.86013e-05 3.98148e-05 2.77941e-05
threshold=-1.0000000180025095e-35 -0.047584999999999995 0.091545000000000015 -0.0064899999999999992 -0.14819499999999997 0.088485000000000022 0.0037800000000000004
decision_type=2 2 2 2 2 2 2
left_child=-1 6 3 -3 -5 -6 -2
right_child=1 2 -4 4 5 -7 -8
leaf_value=-0.011478611855829619 0.0019856620975609576 -0.013313737095889788 -0.019386670753031437 -0.009953204523761779 0.031585926895238606 0.0068542414821545833 0.025297366258370976
leaf_weight=0.001690478561445872 0.0010433174549950384 0.0017670152404601625 0.0010566402270636693 0.0010977723246624466 0.0011442834297592979 0.0015097921207548343 0.0010032731591857269
leaf_count=862 218 596 620 110 370 203 142
internal_value=0 0.00220444 -0.0012843 0.00218157 0.00947943 0.0175171 0.0134135
internal_weight=0 0.00862209 0.0065755 0.00551886 0.00375185 0.00265408 0.00204659
internal_count=3121 2259 1899 1279 683 573 360
is_linear=0
shrinkage=0.1


Tree=3767
num_leaves=7
num_cat=0
split_feature=1 0 4 4 4 2
split_gain=2.8463e-05 5.15838e-05 0.000120614 4.97701e-05 3.6217e-05 4.47442e-05
threshold=0.111945 -0.17169499999999996 -0.0029599999999999995 0.24564500000000003 -0.084369999999999987 0.096540000000000015
decision_type=2 2 2 2 2 2
left_child=1 -1 4 -2 5 -3
right_child=3 2 -4 -5 -6 -7
leaf_value=0.012691723412724072 -0.0020974037208396452 -0.020563319922865603 -0.029170883730943897 0.023992641915191452 0.015235538262930469 0.0065685766758187547
leaf_weight=0.0015495109099222778 0.0018870581201452311 0.0010639436746182206 0.0018120075078230393 0.0011936808767841894 0.0013610219662366185 0.0014177956936625535
leaf_count=141 221 411 617 276 1282 173
internal_value=0 -0.00347312 -0.00790258 0.0080116 0.00212623 -0.00506311
internal_weight=0 0.00720428 0.00565477 0.00308074 0.00384276 0.00248174
internal_count=3121 2624 2483 497 1866 584
is_linear=0
shrinkage=0.1


Tree=3768
num_leaves=11
num_cat=0
split_feature=41 157 160 52 13 151 13 4 4 13
split_gain=8.45768e-05 0.000102455 7.88005e-05 0.000106662 7.8819e-05 8.74224e-05 0.000133484 0.000116162 4.12203e-05 3.51238e-05
threshold=1.0000000180025095e-35 -0.06266999999999999 -1.0000000180025095e-35 0.10744000000000002 -0.084034999999999985 -0.0083949999999999979 0.18141000000000002 0.053180000000000012 -0.076779999999999987 -0.13710499999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 9 -6 7 8 -7 -4
right_child=-2 2 3 -5 5 6 -8 -9 -10 -11
leaf_value=0.000556479626487255 -0.00055104714494481595 -0.00043541261681038043 3.4993763255936544e-05 0.00063960478153629835 -0.00063674233514839052 0.00020101367206218444 -0.00061487730431937298 0.00072674321481712022 -0.00035198839288029857 0.00052997500610218952
leaf_weight=0.0013068316615838559 0.0010140974641835295 0.0015393631799493135 0.0011236115192104074 0.0010259438217679598 0.0011689430072264742 0.001000429202580175 0.001105062559374659 0.0010047969582950419 0.0010751552911676637 0.0010818480425925274
leaf_count=442 173 619 107 163 206 520 90 219 282 300
internal_value=0 3.97946e-05 -2.68928e-05 4.63515e-05 -3.41587e-05 -0.000162653 -3.02455e-05 0.000179487 -8.54421e-05 0.000277798
internal_weight=0 0.011432 0.0101252 0.00858579 0.00755985 0.00535439 0.00418544 0.00308038 0.00207558 0.00220546
internal_count=3121 2948 2506 1887 1724 1317 1111 1021 802 407
is_linear=0
shrinkage=0.00196078


Tree=3769
num_leaves=8
num_cat=0
split_feature=16 4 0 3 47 43 3
split_gain=2.54422e-05 6.29819e-05 9.31268e-05 5.02803e-05 6.71679e-05 5.143e-05 9.24308e-05
threshold=0.38525000000000004 -0.27825499999999997 -0.060129999999999996 -0.08824499999999999 0.087235000000000021 -0.041739999999999992 0.090900000000000009
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=-0.022363819902826515 0.011712752190913068 -0.021164763780553653 0.028904981286984904 0.027149259203697342 -0.019390321922473242 -0.020700717585489772 0.015603599352868558
leaf_weight=0.0013091884644580746 0.0015627053327631228 0.0012449757568267755 0.0010575318086825537 0.0010016604918078893 0.0012057751163953839 0.0011799496514839766 0.0017287818073032646
leaf_count=155 311 513 245 725 211 770 191
internal_value=0 -0.00214219 0.00142636 -0.00314192 0.00124378 0.00760634 0.000876469
internal_weight=0 0.00872786 0.00741867 0.00636114 0.00511617 0.00391039 0.00290873
internal_count=3121 2810 2655 2410 1897 1686 961
is_linear=0
shrinkage=0.1


Tree=3770
num_leaves=10
num_cat=0
split_feature=41 3 3 13 52 49 47 0 0
split_gain=6.90086e-05 0.000107072 6.8032e-05 5.59045e-05 7.44618e-05 7.37e-05 0.000103957 7.11147e-05 4.72689e-05
threshold=1.0000000180025095e-35 -0.12018999999999998 -0.078934999999999991 -0.019614999999999997 0.008405000000000001 -0.054984999999999992 0.092710000000000015 -0.15350499999999997 -0.10151999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 8 -5 7 -7 -4
right_child=-2 2 3 5 -6 6 -8 -9 -10
leaf_value=0.00050925774324865039 -0.00048782043946216347 -0.0003837115661871054 0.00016398626894569552 -0.00051576540159290168 -0.00018559955943507161 0.00059574513630424606 -0.00044611842902046505 -5.3844105425046983e-05 0.00076474680175407173
leaf_weight=0.001581252803409451 0.0010575033859045605 0.0018111406728398552 0.0010040252625772711 0.0011931286133572416 0.001016950105837907 0.0012593839819242123 0.0011528462060133851 0.0013345959781458716 0.0010101465959925322
leaf_count=221 173 1385 123 139 326 78 98 280 298
internal_value=0 3.5856e-05 -4.06674e-05 3.72771e-05 0.000246908 -9.13508e-05 4.37986e-05 0.000261533 0.000465279
internal_weight=0 0.0113635 0.00978222 0.00797108 0.00303112 0.00493995 0.00374683 0.00259398 0.00201417
internal_count=3121 2948 2727 1342 747 595 456 358 421
is_linear=0
shrinkage=0.00196078


Tree=3771
num_leaves=8
num_cat=0
split_feature=1 42 484 151 16 43 4
split_gain=2.3203e-05 4.77818e-05 3.83703e-05 4.84082e-05 7.57169e-05 3.72432e-05 4.40279e-05
threshold=0.12337000000000002 0.091545000000000015 0.084040000000000017 -0.0083949999999999979 -0.15241499999999997 -0.084004999999999982 0.0061450000000000003
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=-0.019427311320872425 0.010564301428190089 -0.022567954899286417 0.018279708402570909 0.021731489470712656 0.0096350049687176868 -0.023021045008568556 0.003246659759694839
leaf_weight=0.0013163959743196438 0.0017181878545297598 0.0010125269320161801 0.0010524379318178224 0.0014191278042293017 0.0011492797779749262 0.0015153196603748672 0.001102237623856202
leaf_count=357 294 594 285 183 325 924 159
internal_value=0 -0.00216859 0.000565422 -0.00230172 0.00204541 -0.00537117 -0.0119599
internal_weight=0 0.00856733 0.0075548 0.00650236 0.00518596 0.00376684 0.00261756
internal_count=3121 2827 2233 1948 1591 1408 1083
is_linear=0
shrinkage=0.1


Tree=3772
num_leaves=9
num_cat=0
split_feature=41 3 3 13 49 47 1 1
split_gain=7.10403e-05 8.36275e-05 9.36553e-05 8.83886e-05 8.33966e-05 0.000108802 7.22139e-05 5.49807e-05
threshold=1.0000000180025095e-35 -0.12018999999999998 -0.078934999999999991 -0.019614999999999997 -0.054984999999999992 0.092710000000000015 0.094825000000000007 0.10089500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 7 -5 6 -6 -4
right_child=-2 2 3 4 5 -7 -8 -9
leaf_value=0.00046237062898215681 -0.00050214580018830891 -0.0004394346522460767 0.00010583389066850684 -0.00055275913027376476 -9.1735204282753137e-05 -0.00047090581499340255 0.00056794906622737687 0.0006487010075415607
leaf_weight=0.0015430948143489191 0.0010190304681814482 0.0017508504538333086 0.0017430168943606125 0.0011852699686615634 0.0011757021944446707 0.0010989324169703761 0.001394917271515366 0.0012188317938310747
leaf_count=221 173 1385 464 139 210 98 148 283
internal_value=0 3.87873e-05 -2.95302e-05 6.2284e-05 -0.000100575 4.5481e-05 0.000266235 0.000329229
internal_weight=0 0.0111106 0.00956752 0.00781667 0.00485482 0.00366955 0.00257062 0.00296185
internal_count=3121 2948 2727 1342 595 456 358 747
is_linear=0
shrinkage=0.00196078


Tree=3773
num_leaves=8
num_cat=0
split_feature=42 160 52 151 4 4 16
split_gain=2.71118e-05 3.26326e-05 8.76423e-05 7.17613e-05 7.24433e-05 7.26686e-05 7.86739e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.015069999999999998 -0.0083949999999999979 0.076415000000000025 -0.0024449999999999997 0.15891500000000003
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=-0.011638751121694558 0.012188798914765745 -0.015182908454875275 -0.029373393029314233 0.027460798967178679 0.028768332818929356 -0.018542115041523352 -0.007788459643063044
leaf_weight=0.0016857579506632725 0.0010021502565134509 0.001320801243863334 0.0010276130147469204 0.0014719749456470132 0.0015835789394550766 0.0010849433005593627 0.0011111631531767142
leaf_count=862 286 300 542 528 234 148 221
internal_value=0 0.00223013 -0.00885299 0.00565291 0.0108932 0.00317611 0.012298
internal_weight=0 0.00860222 0.00202976 0.00657246 0.00525166 0.00366808 0.00258314
internal_count=3121 2259 828 1431 1131 897 749
is_linear=0
shrinkage=0.1


Tree=3774
num_leaves=9
num_cat=0
split_feature=41 3 3 2 47 40 3 2
split_gain=9.22788e-05 8.60455e-05 9.6675e-05 4.7454e-05 7.92642e-05 7.56033e-05 9.85912e-05 0.000119201
threshold=1.0000000180025095e-35 -0.12018999999999998 -0.078934999999999991 0.083215000000000011 0.092710000000000015 -0.013874999999999998 0.092670000000000016 0.11215000000000001
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=0.00047143076649618228 -0.00056475887437379023 -0.00043263733971737683 0.00062255039095019478 0.00042898969502728308 -9.2245037628826089e-05 -0.00061964091419744677 0.00047388554708735893 -0.00028759700926667104
leaf_weight=0.0015674203913579642 0.0010420808204923146 0.0018090237860144574 0.0013193414309223862 0.0011049498665317145 0.0010885710247107543 0.0012175269868303388 0.0013709685121173487 0.0018661790090709895
leaf_count=221 173 1385 281 190 109 473 130 159
internal_value=0 4.49381e-05 -2.3439e-05 6.94692e-05 0.000299405 -3.01176e-05 -0.000143996 3.48994e-05
internal_weight=0 0.011344 0.00977656 0.00796754 0.00240791 0.00555962 0.00445467 0.00323715
internal_count=3121 2948 2727 1342 390 952 762 289
is_linear=0
shrinkage=0.00196078


Tree=3775
num_leaves=8
num_cat=0
split_feature=2 2 13 16 3 13 15
split_gain=2.4727e-05 5.85106e-05 5.10426e-05 4.76531e-05 4.03829e-05 9.47262e-05 6.1844e-05
threshold=0.099185000000000009 0.091545000000000015 -0.08971999999999998 -0.074319999999999983 -0.078934999999999991 -0.0039049999999999992 -0.016799999999999995
decision_type=2 2 2 2 2 2 2
left_child=1 4 -2 -4 5 -1 -6
right_child=2 -3 3 -5 6 -7 -8
leaf_value=-0.030668192238578324 0.020712460547053439 -0.024688446513726762 -0.018158848236285229 0.0087728801884832709 -0.0027775924629784713 0.011731705737779818 0.027908689739235038
leaf_weight=0.0010771046035408704 0.0014917079394128913 0.0011267177002034163 0.0011169175608127377 0.0015955116635482285 0.0018132320759171481 0.0010315391604480489 0.0010297414601022903
leaf_count=986 200 372 246 473 323 292 229
internal_value=0 -0.00412049 0.00585429 -0.002317 0.000559651 -0.00992635 0.00833716
internal_weight=0 0.00607834 0.00420414 0.00271243 0.00495162 0.00210864 0.00284297
internal_count=3121 2202 919 719 1830 1278 552
is_linear=0
shrinkage=0.1


Tree=3776
num_leaves=8
num_cat=0
split_feature=50 160 2 2 16 15 52
split_gain=2.40771e-05 4.07719e-05 4.12011e-05 8.76434e-05 7.66812e-05 6.51204e-05 6.39303e-05
threshold=0.088425000000000017 -0.027994999999999996 0.11982500000000001 0.10912000000000001 -0.056919999999999991 -0.095869999999999983 -0.10286999999999999
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=0.015192621336571545 -0.013513965362089831 -0.01150757275950294 -0.019856513544270694 0.027866780786468544 0.0024548377410888028 0.020801174378315117 -0.029639915978958483
leaf_weight=0.0017972464018302207 0.0011740549013124083 0.0010250733164458284 0.0010592991695282192 0.0010467622669693743 0.0010674092424544734 0.0015938238416908297 0.001482808969868163
leaf_count=629 560 198 214 198 322 680 320
internal_value=0 0.00170496 -0.00162701 0.00147963 -0.00386386 0.00815507 -0.0162065
internal_weight=0 0.00907242 0.00727518 0.00621588 0.00516912 0.0026189 0.00255022
internal_count=3121 2561 1932 1718 1520 878 642
is_linear=0
shrinkage=0.1


Tree=3777
num_leaves=8
num_cat=0
split_feature=42 43 0 16 48 16 16
split_gain=2.32858e-05 3.23866e-05 9.38272e-05 5.72629e-05 7.24988e-05 3.42428e-05 5.67755e-05
threshold=-1.0000000180025095e-35 -0.052894999999999991 -0.061629999999999997 0.22339500000000004 0.086035000000000014 -0.010699999999999999 -0.096824999999999981
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -3
right_child=1 3 -4 -5 -6 -7 -8
leaf_value=-0.010798508045238485 -0.0053257030768791604 0.019345144003692104 0.034595860098650809 -0.023319700712877221 -0.01381370364534666 0.026508046625372844 -0.012008934460229808
leaf_weight=0.0016794294654170821 0.001361666807982255 0.0012211685502997406 0.0010371428709217735 0.0010266537869273425 0.001767055693589144 0.0010196866210455415 0.0010957318424162773
leaf_count=862 855 235 186 181 205 162 435
internal_value=0 0.00208383 0.0119347 -0.00177085 0.00256394 0.0112375 0.00451686
internal_weight=0 0.00852911 0.00239881 0.0061303 0.00510364 0.00333659 0.0023169
internal_count=3121 2259 1041 1218 1037 832 670
is_linear=0
shrinkage=0.1


Tree=3778
num_leaves=8
num_cat=0
split_feature=12 52 3 1 4 2 12
split_gain=2.37646e-05 6.61886e-05 6.59113e-05 8.05213e-05 4.17819e-05 0.000133411 3.45432e-05
threshold=0.051320000000000005 0.091275000000000009 0.12178000000000001 0.094385000000000011 0.09173000000000002 0.083995000000000014 0.092355000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -2 -7
right_child=4 -3 -4 -5 -6 6 -8
leaf_value=-0.0093635713711344454 -0.040158393200907555 0.027374697653346377 -0.022608654352267017 0.022641937280441348 0.0077136583389946214 0.015400527034675829 -0.0098965666063558499
leaf_weight=0.0016027161150279573 0.001090098200969667 0.001030941103596905 0.001049336463490036 0.0015427075617721209 0.001698418593578741 0.0010800047016163508 0.0010791354154844487
leaf_count=209 625 142 146 324 233 887 555
internal_value=0 0.00467313 -0.000906213 0.00633388 -0.00499684 -0.0116408 0.00275707
internal_weight=0 0.0052257 0.00419476 0.00314542 0.00494766 0.00324924 0.00215914
internal_count=3121 821 679 533 2300 2067 1442
is_linear=0
shrinkage=0.1


Tree=3779
num_leaves=9
num_cat=0
split_feature=41 3 3 1 3 4 16 13
split_gain=8.02499e-05 6.21087e-05 8.90049e-05 5.21821e-05 9.47848e-05 6.71379e-05 6.39588e-05 2.72849e-05
threshold=1.0000000180025095e-35 -0.12018999999999998 -0.078934999999999991 0.094385000000000011 0.083060000000000009 0.056795000000000005 -0.088159999999999988 -0.023499999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 6 -5 -6 -4 -8
right_child=-2 2 3 4 5 -7 7 -9
leaf_value=0.0004125116838134057 -0.00052841045151232394 -0.00041371522450679829 0.00021505936461303128 0.00061716484477944682 0.00037740841681035422 -0.00023029184525396045 -9.948878709851849e-05 -0.00055203316075469434
leaf_weight=0.0015043061764039222 0.0010366103324393741 0.0017658213680823041 0.0014052283651108228 0.0014899596621067495 0.001154790747624479 0.00177068787339342 0.001014081730872189 0.0010350276380511854
leaf_count=221 173 1385 180 388 128 159 285 202
internal_value=0 4.19706e-05 -1.58782e-05 7.33886e-05 0.000214611 9.58912e-06 -0.000107127 -0.000328074
internal_weight=0 0.0111399 0.0096356 0.00786978 0.00441544 0.00292548 0.00345434 0.00204911
internal_count=3121 2948 2727 1342 675 287 667 487
is_linear=0
shrinkage=0.00196078


Tree=3780
num_leaves=8
num_cat=0
split_feature=13 39 133 3 0 4 52
split_gain=2.24219e-05 3.55865e-05 4.52878e-05 8.48921e-05 0.000113117 9.54073e-05 7.82987e-05
threshold=-0.23438999999999996 0.0046100000000000004 1.0000000180025095e-35 -0.12018999999999998 -0.084144999999999984 0.25615500000000008 -0.066844999999999988
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=0.012015247744745597 0.018512916808255342 0.013684575470785311 -0.023200908288908764 -0.0092011858487348053 -0.035687713144608571 -0.024986119603353455 0.025456037812060281
leaf_weight=0.0013405784392329237 0.0016248148736891918 0.0012614390347014653 0.0011014537586099367 0.0011416349275036367 0.001124815764869838 0.0010518753495606242 0.0015195484238204183
leaf_count=169 264 330 970 131 673 98 486
internal_value=0 -0.00186498 -0.00445811 -0.00126372 -0.00790577 0.000510362 0.0105883
internal_weight=0 0.00882558 0.00756414 0.00646269 0.00483787 0.00371306 0.00266118
internal_count=3121 2952 2622 1652 1388 715 617
is_linear=0
shrinkage=0.1


Tree=3781
num_leaves=9
num_cat=0
split_feature=41 13 3 3 43 12 0 4
split_gain=0.000101493 7.73626e-05 0.000114677 6.90282e-05 0.000118949 4.66829e-05 8.03985e-05 0.000106352
threshold=1.0000000180025095e-35 0.25761500000000009 -0.10831999999999999 -0.078934999999999991 -0.067199999999999996 0.088365000000000013 -0.10474999999999998 0.033845000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 7 -6
right_child=-2 -3 3 4 5 -7 -8 -9
leaf_value=0.0006167484838375092 -0.00060458781729154408 -0.00046636548745678218 -0.00037192939827585621 0.00062476974380181404 0.00024738137109299007 -0.00037939342365006377 0.00048597371833726348 -0.00043992443349933827
leaf_weight=0.001408608465192882 0.0010068381819972336 0.0010298177530707999 0.0014809697740499747 0.0013200802447312383 0.0017430553112466277 0.0011578568494014134 0.0012513997749264687 0.0017194076536547198
leaf_count=213 173 94 1327 438 135 380 209 152
internal_value=0 4.55459e-05 9.78379e-05 1.35578e-05 9.29392e-05 -2.66269e-05 6.00224e-05 -9.39245e-05
internal_weight=0 0.0111112 0.0100814 0.00867277 0.0071918 0.00587172 0.00471386 0.00346246
internal_count=3121 2948 2854 2641 1314 876 496 287
is_linear=0
shrinkage=0.00196078


Tree=3782
num_leaves=9
num_cat=0
split_feature=41 3 3 52 12 0 0 2
split_gain=9.90395e-05 6.93392e-05 7.06106e-05 5.60862e-05 5.30755e-05 0.000110071 0.000118961 1.14395e-05
threshold=1.0000000180025095e-35 -0.12018999999999998 -0.078934999999999991 -0.081429999999999989 0.090545000000000014 -0.10474999999999998 -0.17169499999999996 0.089885000000000007
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=0.00044542749736835129 -0.00058276202850880362 -0.00036065271276010879 0.00020984120220449355 0.00013004048904121645 -0.00040107699372365365 0.00046046642047311328 -0.00068795620501723267 0.00050440850315602935
leaf_weight=0.0015302532362770878 0.0010124992853402315 0.0017464242459894622 0.0010201504564243305 0.0019355101647229467 0.0011437139581661915 0.0017478880453659666 0.0010567281370550668 0.0010074185801671207
leaf_count=221 173 1385 125 141 450 273 147 206
internal_value=0 5.76348e-05 -3.80977e-06 7.49624e-05 -2.19519e-05 6.95247e-05 -0.00015884 0.0003562
internal_weight=0 0.0111881 0.00965783 0.00791141 0.00588384 0.00474013 0.00299224 0.00202757
internal_count=3121 2948 2727 1342 1011 561 288 331
is_linear=0
shrinkage=0.00196078


Tree=3783
num_leaves=8
num_cat=0
split_feature=52 13 3 4 12 3 15
split_gain=2.25749e-05 6.0805e-05 6.3932e-05 5.6326e-05 4.1659e-05 5.17104e-05 9.44818e-05
threshold=0.11434500000000002 -0.23438999999999996 0.11296500000000002 0.24564500000000003 0.088615000000000013 -0.078934999999999991 -0.016799999999999995
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=0.022888704175023328 -0.011778349889831286 -0.013097410875851777 -0.024890986380230344 0.021342950513198629 -0.015602632194830221 -0.0051044423774105384 0.034412316356298552
leaf_weight=0.0011880540014465304 0.0014103031682915412 0.0012404539126933721 0.0010081517119090444 0.0012409530152801421 0.0016353022474170937 0.0014034126096165653 0.0010635708149897187
leaf_count=137 501 840 81 239 967 224 132
internal_value=0 0.00185187 -0.0014402 0.00215079 -0.00230695 0.0035576 0.0119321
internal_weight=0 0.0087799 0.00759184 0.00658369 0.00534274 0.00370744 0.00246698
internal_count=3121 2620 2483 2402 2163 1196 356
is_linear=0
shrinkage=0.1


Tree=3784
num_leaves=10
num_cat=0
split_feature=41 52 13 1 43 13 49 2 43
split_gain=9.25648e-05 7.11875e-05 0.000106229 6.71389e-05 7.46163e-05 4.86897e-05 4.51018e-05 9.44174e-05 3.93859e-05
threshold=1.0000000180025095e-35 -0.081429999999999989 -0.0044799999999999987 0.090405000000000013 -0.0037449999999999996 -0.095304999999999987 0.006170000000000001 0.091545000000000015 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 -6 7 8 -5
right_child=-2 3 -4 6 5 -7 -8 -9 -10
leaf_value=0.0007332995132734567 -0.00056540992602374608 -0.00064040205379981572 -2.4357216937324598e-05 5.8529875539936931e-06 0.00024121692893234366 -0.00032766924561086926 0.00046987573710206197 -0.00036319243983570608 0.00055103423131082189
leaf_weight=0.0012849478865779689 0.0010316949234006273 0.0012208251412988611 0.0015941307673567511 0.0010054277167365431 0.0011648926034713088 0.0011489125631091541 0.0010421821485461186 0.0015232087806634174 0.0010328215534617081
leaf_count=414 173 993 326 236 67 403 122 244 143
internal_value=0 4.87972e-05 0.000313789 -4.4949e-05 -0.000248199 -4.12617e-05 0.000111104 6.1174e-06 0.000282107
internal_weight=0 0.0110173 0.00287908 0.00813827 0.00353463 0.00231381 0.00460364 0.00356146 0.00203825
internal_count=3121 2948 740 2208 1463 470 745 623 379
is_linear=0
shrinkage=0.00196078


Tree=3785
num_leaves=8
num_cat=0
split_feature=52 52 4 160 52 2 43
split_gain=2.35918e-05 6.20218e-05 6.78228e-05 4.94639e-05 4.46819e-05 7.72743e-05 5.97939e-05
threshold=-0.046924999999999988 -0.088204999999999992 0.0082450000000000006 -1.0000000180025095e-35 0.10347000000000002 0.10613000000000002 -0.0037449999999999996
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=-0.020397694988367712 -0.02085471011310356 0.023797827493002674 0.01483428621763418 -0.011864607990139907 0.018458219730611056 -0.023966094376081496 0.017234062679350692
leaf_weight=0.0011518586538877165 0.0013203802578228667 0.0013132247947376663 0.0010394615870004897 0.0012067223237393692 0.0011259761415537807 0.0013256184927466089 0.0017024309854481417
leaf_count=544 743 273 136 593 204 210 418
internal_value=0 0.00661321 -0.00368526 -0.00351737 0.000752905 -0.00395473 0.00516388
internal_weight=0 0.00350455 0.00219132 0.00668113 0.00536075 0.00423477 0.00290915
internal_count=3121 953 680 2168 1425 1221 1011
is_linear=0
shrinkage=0.1


Tree=3786
num_leaves=8
num_cat=0
split_feature=2 52 2 4 52 3 0
split_gain=2.55991e-05 9.99735e-05 7.07951e-05 6.75885e-05 5.94542e-05 7.73563e-05 6.48099e-05
threshold=0.10912000000000001 0.10160000000000001 0.097070000000000004 0.033845000000000007 -0.088204999999999992 0.076840000000000006 -0.084269999999999984
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -2 -1 6 -6
right_child=3 -3 -4 -5 5 -7 -8
leaf_value=-0.020568833439238932 0.024551320418978083 -0.030958901033807301 0.025998436564211459 -0.0055072027628312323 -0.020113704042357936 0.026718315871890237 0.011849603965858008
leaf_weight=0.0014012303319031363 0.0013306047600764493 0.0011047624632967538 0.0010045609985754357 0.00170867405634779 0.0014000108255686696 0.0010393398401767201 0.0011599522243575097
leaf_count=382 276 458 286 345 657 80 637
internal_value=0 -0.00331257 0.00177355 0.0076525 -0.00309301 0.00371044 -0.00563072
internal_weight=0 0.00710986 0.00600509 0.00303928 0.00500053 0.0035993 0.00255996
internal_count=3121 2500 2042 621 1756 1374 1294
is_linear=0
shrinkage=0.1


Tree=3787
num_leaves=10
num_cat=0
split_feature=41 157 49 52 52 2 3 15 15
split_gain=8.59496e-05 7.77689e-05 9.15254e-05 0.0001148 9.73954e-05 8.45145e-05 9.02359e-05 8.40376e-05 5.1324e-05
threshold=1.0000000180025095e-35 -0.06266999999999999 0.093655000000000002 -0.081429999999999989 -0.0027449999999999996 0.10097500000000002 -0.00083499999999999991 0.035560000000000008 -0.033689999999999991
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 -5 6 7 -6 -3
right_child=-2 2 -4 4 5 -7 -8 -9 -10
leaf_value=0.00049833994301995118 -0.00055295804985323362 0.00062174506277846769 0.00047826831112447168 -0.00073165149202033316 -0.00051453511174245317 -0.00046306292495280156 0.00052617631223702622 0.00020271403358468936 1.0856395310295031e-05
leaf_weight=0.0012742006053963724 0.0010171986943906123 0.0010315759376038291 0.0012559919651775686 0.001161690125736913 0.0012101335217248831 0.0017237726970467052 0.0011229330322367415 0.001305689302654149 0.0010847906986263217
leaf_count=442 173 225 339 264 239 288 92 862 197
internal_value=0 4.23927e-05 -1.63113e-05 -8.82032e-05 -0.000216927 -0.000105422 6.40016e-05 -0.000142289 0.000308621
internal_weight=0 0.0111708 0.00989658 0.00864059 0.00652422 0.00536253 0.00363876 0.00251582 0.00211637
internal_count=3121 2948 2506 2167 1745 1481 1193 1101 422
is_linear=0
shrinkage=0.00196078


Tree=3788
num_leaves=10
num_cat=0
split_feature=41 3 1 4 16 12 3 16 3
split_gain=8.87295e-05 7.03285e-05 8.94799e-05 9.19657e-05 7.13346e-05 8.72966e-05 7.28201e-05 5.23266e-05 8.27459e-05
threshold=1.0000000180025095e-35 -0.12018999999999998 0.094385000000000011 -1.0000000180025095e-35 -0.27167499999999994 0.051320000000000005 0.12178000000000001 -0.078844999999999985 0.088060000000000013
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 -4 6 -6 -3 -9
right_child=-2 2 4 -5 5 -7 -8 8 -10
leaf_value=0.0004357422512982682 -0.00056507048795276715 0.00028670515355532357 -0.00024145206574485213 -0.00065351530139905526 0.00080664204331205955 -0.00014716780055857814 0.00014112395499032282 -0.00062951823373459377 0.00016138513650179535
leaf_weight=0.0015170057761821317 0.0010044113302711344 0.0011937982673289336 0.001250382088448567 0.0013199110074627951 0.0013849267289361496 0.0011540017878102788 0.0011628614929231895 0.0010078305852216762 0.0010266626979755916
leaf_count=221 173 612 214 421 218 216 115 872 59
internal_value=0 4.36999e-05 -1.89008e-05 -0.000217465 0.000163465 0.000300237 0.000502886 -3.91822e-05 -0.000230406
internal_weight=0 0.0110174 0.00950037 0.0045482 0.00495217 0.00370179 0.00254779 0.00322829 0.00203449
internal_count=3121 2948 2727 1964 763 549 333 1543 931
is_linear=0
shrinkage=0.00196078


Tree=3789
num_leaves=9
num_cat=0
split_feature=41 3 1 16 43 3 4 16
split_gain=8.44519e-05 7.63936e-05 9.2367e-05 7.95816e-05 8.38667e-05 0.000115585 7.41205e-05 5.02972e-05
threshold=1.0000000180025095e-35 -0.12018999999999998 0.094385000000000011 -0.27167499999999994 -0.079584999999999975 0.083060000000000009 -1.0000000180025095e-35 -0.029084999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 6 -4 -5 -6 7 -3
right_child=-2 2 3 4 5 -7 -8 -9
leaf_value=0.00044138981663553549 -0.00053432467023335436 0.00021940869538870355 -0.00025113923642697072 -0.00013753753157417286 0.0010123072250958678 0.00017704034970790388 -0.0005930363488774635 -0.00026414914528569952
leaf_weight=0.0016093526774054014 0.0010557358755192018 0.0014424163231836033 0.0013319043101232535 0.0011555215941822555 0.0010254175132969191 0.0016813698125460186 0.0014097125185751989 0.0019383374555933079
leaf_count=221 173 905 214 172 206 171 421 638
internal_value=0 4.49452e-05 -1.89546e-05 0.000162159 0.000304683 0.000493466 -0.000215332 -5.78367e-05
internal_weight=0 0.011594 0.00998468 0.00519421 0.00386231 0.00270679 0.00479047 0.00338075
internal_count=3121 2948 2727 763 549 377 1964 1543
is_linear=0
shrinkage=0.00196078


Tree=3790
num_leaves=9
num_cat=0
split_feature=41 3 1 133 3 16 12 3
split_gain=9.16668e-05 7.06986e-05 0.000100922 8.95358e-05 9.75857e-05 5.38996e-05 8.25261e-05 7.10252e-05
threshold=1.0000000180025095e-35 -0.12018999999999998 0.094385000000000011 0.076280000000000014 0.013900000000000001 -0.27167499999999994 0.051320000000000005 0.12178000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -4 7 -7
right_child=-2 2 5 -5 -6 6 -8 -9
leaf_value=0.00043709350526413462 -0.00055814310484512942 -0.00082919915208104218 -0.0001718416991339635 0.00014805416514276725 -0.00011751229947199611 0.00078899574210952196 -0.00013404408350734505 0.00013966598304599169
leaf_weight=0.0015523363739403566 0.0010464679843657379 0.001292342672257806 0.0012668064071648041 0.001635750525387481 0.0017354921774273974 0.0014077123838562066 0.0011836557474547817 0.0011995178307250831
leaf_count=221 173 1021 214 808 135 218 216 115
internal_value=0 4.85207e-05 -1.35283e-05 -0.000221583 -0.000421275 0.000178314 0.000295326 0.000490256
internal_weight=0 0.0112736 0.00972128 0.00466359 0.00302783 0.00505769 0.00379089 0.00260723
internal_count=3121 2948 2727 1964 1156 763 549 333
is_linear=0
shrinkage=0.00196078


Tree=3791
num_leaves=10
num_cat=0
split_feature=41 157 49 52 52 2 0 16 52
split_gain=7.28326e-05 7.94436e-05 7.7641e-05 8.49293e-05 8.8679e-05 8.06425e-05 6.94955e-05 9.19923e-05 4.7695e-05
threshold=1.0000000180025095e-35 -0.072409999999999988 0.093655000000000002 -0.081429999999999989 -0.0027449999999999996 0.10097500000000002 -0.077809999999999976 -0.11227499999999999 -0.22660999999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 -5 6 7 -6 -3
right_child=-2 2 -4 4 5 -7 -8 -9 -10
leaf_value=0.00050585997448069264 -0.00050459966791567958 -2.7024241809374445e-05 0.00042127635425196044 -0.0006765091233400857 0.00023461148238531119 -0.00043946796189336972 0.00046226545483693586 -0.00052338726602041993 0.00056193030931001996
leaf_weight=0.0012236138796304823 0.0010551195375459671 0.0011176535086867374 0.0013134086661513141 0.0012211007403518858 0.0013389535453222547 0.0017377356042460892 0.0011921621422975467 0.0011393782325813109 0.0010031329081653818
leaf_count=406 173 189 351 276 186 288 285 723 244
internal_value=0 3.41008e-05 -2.32599e-05 -8.99856e-05 -0.000199247 -9.14876e-05 7.3258e-05 -0.000113868 0.000251552
internal_weight=0 0.0112871 0.0100635 0.00875012 0.00662933 0.00540823 0.00367049 0.00247833 0.00212079
internal_count=3121 2948 2542 2191 1758 1482 1194 909 433
is_linear=0
shrinkage=0.00196078


Tree=3792
num_leaves=11
num_cat=0
split_feature=484 42 43 3 133 0 160 16 1 1
split_gain=0.000108919 8.34351e-05 0.00014301 0.000228324 0.000210448 0.000109044 0.00010647 0.00013519 0.000107259 0.000144686
threshold=-1.0000000180025095e-35 -0.098769999999999983 -0.074359999999999996 -0.077774999999999983 -0.0061299999999999992 -0.077999999999999986 0.086870000000000017 0.22339500000000004 0.086560000000000012 0.111945
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -4 -3 7 8 -6 -10
right_child=1 2 4 -5 6 -7 -8 -9 9 -11
leaf_value=-0.00062116473591909596 -0.00046285575560209443 -0.00039763098300761736 -0.00078931649832552871 0.001158589337022307 0.00081229605089306841 0.00046081508034342088 -0.00044300885255275235 -0.00040558012151811567 -0.00028357517932283902 0.00061658788605539608
leaf_weight=0.0010283841693260942 0.0011358306907786686 0.00103009521478308 0.0012505192829350906 0.001111966278737915 0.0014015855490308654 0.0012706454730814808 0.0011769654690867576 0.0010882843233980281 0.0014388813556320094 0.0013129136986161907
leaf_count=515 191 413 661 285 274 145 68 170 215 184
internal_value=0 4.3271e-05 9.51462e-05 0.000429057 -5.34414e-05 7.64688e-05 8.99266e-05 0.000209592 0.000370782 0.000145903
internal_weight=0 0.0122177 0.0110819 0.00341271 0.00766915 0.00230074 0.00641863 0.00524166 0.00415338 0.0027518
internal_count=3121 2606 2415 843 1572 558 911 843 673 399
is_linear=0
shrinkage=0.00196078


Tree=3793
num_leaves=9
num_cat=0
split_feature=41 3 1 16 43 52 133 0
split_gain=9.0067e-05 8.15655e-05 9.23485e-05 8.71228e-05 8.40727e-05 8.67155e-05 7.24212e-05 0.000111665
threshold=1.0000000180025095e-35 -0.12018999999999998 0.094385000000000011 -0.27167499999999994 -0.079584999999999975 -1.0000000180025095e-35 0.076280000000000014 -0.13455999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 6 -4 -5 -6 7 -3
right_child=-2 2 3 4 5 -7 -8 -9
leaf_value=0.00045900149879927332 -0.00056608632520714804 7.3882460247346104e-06 -0.00029282829228611824 -0.00013721358198645901 0.00018764094883352137 0.00090648010295137256 0.00011288517887245972 -0.0007476534213180444
leaf_weight=0.0015498771596279175 0.001023826028683116 0.00138566506512916 0.0012347457734709234 0.0011401024545177373 0.0014825293086752238 0.001142348800732625 0.0015969200180967402 0.0016495680883413845
leaf_count=221 173 104 214 172 210 167 808 1052
internal_value=0 4.15221e-05 -2.56549e-05 0.000159147 0.000307375 0.00050048 -0.000225122 -0.000402957
internal_weight=0 0.0111818 0.00963188 0.00499973 0.00376498 0.00262488 0.00463215 0.00303523
internal_count=3121 2948 2727 763 549 377 1964 1156
is_linear=0
shrinkage=0.00196078


Tree=3794
num_leaves=10
num_cat=0
split_feature=41 3 1 4 3 16 3 16 3
split_gain=8.51272e-05 6.66671e-05 0.000106684 8.77048e-05 8.30782e-05 0.000135086 5.19763e-05 4.71494e-05 9.58427e-05
threshold=1.0000000180025095e-35 -0.12018999999999998 0.094385000000000011 -1.0000000180025095e-35 0.083060000000000009 -0.059624999999999991 0.13524500000000003 -0.078844999999999985 0.090900000000000009
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 5 -4 -6 -3 -9
right_child=-2 2 4 -5 6 -7 -8 8 -10
leaf_value=0.00042039962867102448 -0.00053891789742069969 0.00024282878251230303 -1.7927758384779011e-05 -0.0006424842340673828 -0.00022716133500981313 0.0009686823757219129 0.00031071768812452997 -0.00065452561554543492 0.00019011361409003279
leaf_weight=0.0015384713851996764 0.0010649230947541938 0.0012515522460909865 0.0010725657494850722 0.0014016956077669033 0.001916829936632003 0.0010616999625374917 0.0010798090035844254 0.0010509421894901814 0.0010156881471369006
leaf_count=221 173 612 216 421 119 260 168 877 54
internal_value=0 4.07975e-05 -1.84878e-05 -0.00023124 0.000177222 0.000472866 -3.3342e-05 -5.75193e-05 -0.00023941
internal_weight=0 0.0113893 0.00985078 0.00471988 0.0051309 0.00213427 0.00299664 0.00331818 0.00206663
internal_count=3121 2948 2727 1964 763 476 287 1543 931
is_linear=0
shrinkage=0.00196078


Tree=3795
num_leaves=8
num_cat=0
split_feature=1 0 15 3 2 150 16
split_gain=2.47092e-05 6.40129e-05 4.95185e-05 6.69101e-05 5.21512e-05 8.48512e-05 4.50565e-05
threshold=0.077565000000000009 -0.059114999999999994 0.024640000000000006 -0.10519499999999998 0.089775000000000008 0.081835000000000019 -0.032969999999999992
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=-0.028070487410869416 0.028432008566743685 0.002754470305930594 -0.014422836758087365 -0.02527165107005562 -0.0027320555192394923 0.033725865539456931 0.0035357494615407439
leaf_weight=0.0010206801361881202 0.0011628301000734505 0.0019817114378301616 0.0013326972910093007 0.0010078548867216632 0.0016954754051576814 0.0010238788483976809 0.0011769839219035298
leaf_count=1460 216 176 411 206 269 139 244
internal_value=0 -0.00772465 0.0030313 0.00686532 0.00175165 0.0109949 -0.00975296
internal_weight=0 0.00300239 0.00739972 0.00606702 0.00490419 0.00271935 0.00218484
internal_count=3121 1636 1485 1074 858 408 450
is_linear=0
shrinkage=0.1


Tree=3796
num_leaves=9
num_cat=0
split_feature=41 3 3 42 4 1 3 4
split_gain=8.88243e-05 0.000116141 5.86776e-05 5.60181e-05 7.24392e-05 9.37441e-05 8.85399e-05 6.61038e-05
threshold=1.0000000180025095e-35 -0.12018999999999998 -0.078934999999999991 0.08623500000000002 0.053925000000000008 0.094465000000000007 0.090900000000000009 0.26790000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 -6
right_child=-2 2 3 -5 7 -7 -8 -9
leaf_value=0.00052520806501037544 -0.0005492718776406129 -0.0003537584546132757 -0.00051173049794383748 0.00039241150935677134 -0.00060364406684757172 0.00047449194342649877 0.00020082918540863378 6.0800697546599631e-05
leaf_weight=0.0016556012158596171 0.0010574857710669025 0.0018214088028599565 0.0012043479667057959 0.0014003523685446337 0.0013332137816144999 0.0016770780255598999 0.0015122958366328154 0.0010131091845307434
leaf_count=221 173 1385 195 559 102 236 79 171
internal_value=0 4.43036e-05 -3.56202e-05 3.5563e-05 -3.8578e-05 0.000109969 -0.000115064 -0.000316746
internal_weight=0 0.0116174 0.00996181 0.0081404 0.00674004 0.00439372 0.00271664 0.00234632
internal_count=3121 2948 2727 1342 783 510 274 273
is_linear=0
shrinkage=0.00196078


Tree=3797
num_leaves=9
num_cat=0
split_feature=41 3 3 2 15 49 47 1
split_gain=9.64491e-05 8.83285e-05 6.67342e-05 7.15419e-05 9.46331e-05 0.000118252 8.66184e-05 8.42855e-05
threshold=1.0000000180025095e-35 -0.12018999999999998 -0.078934999999999991 0.083215000000000011 -0.074054999999999996 -0.006494999999999999 0.092710000000000015 0.10538500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 6 7 -6 -4 -5
right_child=-2 2 3 4 5 -7 -8 -9
leaf_value=0.00047827783086815145 -0.00055611804285585046 -0.00035673690521141854 0.00066178771993215734 -0.00017886334444826025 -0.00081871494407182962 -1.2683814401139839e-05 -7.0717954504310681e-05 0.00051669262881615368
leaf_weight=0.0016132058136373072 0.0010956783692639633 0.0018115725168275287 0.0013909902291739714 0.001212326877448749 0.0010825990021896686 0.001978992525384382 0.001120702661106969 0.0014967535100108341
leaf_count=221 173 1385 281 244 114 386 109 208
internal_value=0 5.22477e-05 -1.58401e-05 5.87231e-05 -6.15042e-05 -0.000297702 0.000334948 0.000205428
internal_weight=0 0.0117071 0.0100939 0.00828236 0.00577067 0.00306159 0.00251169 0.00270908
internal_count=3121 2948 2727 1342 952 500 390 452
is_linear=0
shrinkage=0.00196078


Tree=3798
num_leaves=8
num_cat=0
split_feature=11 43 15 4 2 4 4
split_gain=2.61218e-05 3.69021e-05 6.61598e-05 8.93482e-05 4.77685e-05 5.32556e-05 8.38154e-05
threshold=0.078065000000000009 -0.04890499999999999 -0.053579999999999996 -0.068329999999999988 0.089885000000000007 0.055260000000000011 -0.059649999999999988
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=0.031158398590322402 -0.014359950588999588 -0.017119934948610315 0.019636776130294558 -0.019790403722869242 -0.0046692840696790031 -0.012324967529072828 0.030572467513928638
leaf_weight=0.001031255202561936 0.0011395859673221037 0.0017141878275830739 0.0011954817176076311 0.0011070008351019456 0.0015174234292538178 0.0015243595218472571 0.0012153710031887169
leaf_count=657 211 823 309 417 235 264 205
internal_value=0 0.00168046 0.0101087 0.000680749 -0.00302492 0.00265058 0.011004
internal_weight=0 0.00930508 0.00333374 0.00230248 0.00597134 0.00425715 0.00273279
internal_count=3121 2910 1383 726 1527 704 440
is_linear=0
shrinkage=0.1


Tree=3799
num_leaves=11
num_cat=0
split_feature=484 15 13 43 16 160 51 16 12 0
split_gain=0.000129028 0.000120724 6.11284e-05 0.000240417 9.20661e-05 8.22891e-05 0.000146854 0.000111719 5.88095e-05 0.000128087
threshold=-1.0000000180025095e-35 -0.24436499999999997 0.25761500000000009 -0.17390999999999998 0.22339500000000004 0.086870000000000017 0.012085000000000002 0.0065250000000000004 0.088365000000000013 -0.10224499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 8 9 -5
right_child=1 2 -4 4 -6 -7 -8 -9 -10 -11
leaf_value=-0.00066070306993285791 0.00069807622213083516 0.00085264752346778073 -0.00046791134579396958 -0.00037245366792396448 -0.00049829675214419487 -0.00044730672538414204 0.00079087039637025568 0.00054208445414030432 -0.00050870736752868983 0.00047299547146619788
leaf_weight=0.0010820315603434954 0.001001337145323516 0.0012145645661107039 0.0010289075746159173 0.0016040685095834596 0.0016302690844869792 0.0012302164031621123 0.001012809127231026 0.0010629801016166906 0.001338177513428916 0.0012076448693042207
leaf_count=515 232 110 69 162 331 166 263 140 598 535
internal_value=0 4.54774e-05 -1.22007e-05 3.33188e-05 -7.62024e-05 1.60907e-05 0.00010766 -2.50815e-05 -0.000170359 -9.32906e-06
internal_weight=0 0.012331 0.0113296 0.0103007 0.00908617 0.0074559 0.00622568 0.00521287 0.00414989 0.00281171
internal_count=3121 2606 2374 2305 2195 1864 1698 1435 1295 697
is_linear=0
shrinkage=0.00196078


Tree=3800
num_leaves=8
num_cat=0
split_feature=4 4 15 2 2 0 16
split_gain=2.4316e-05 7.56979e-05 6.33014e-05 4.92266e-05 7.24866e-05 6.95755e-05 7.68612e-05
threshold=0.24564500000000003 0.098655000000000007 -0.15026499999999995 0.10981000000000002 0.092875000000000013 -0.060129999999999996 -0.078844999999999985
decision_type=2 2 2 2 2 2 2
left_child=1 3 -2 4 5 6 -1
right_child=2 -3 -4 -5 -6 -7 -8
leaf_value=0.012502624539429517 0.024524255415334168 -0.02804642110836705 -0.0088692164180004217 0.016114640700995799 -0.021705263089916126 0.024866604899805154 -0.020626329719425129
leaf_weight=0.0013512038059167587 0.001225323045969342 0.0010241032913321912 0.0010576428634661351 0.001659650318711208 0.0015687923478337577 0.0011145731732455726 0.0014537966852803726
leaf_count=706 266 121 160 352 483 140 893
internal_value=0 -0.0026194 0.00905387 0.00102355 -0.00353991 0.0037307 -0.0046677
internal_weight=0 0.00817212 0.00228297 0.00714802 0.00548837 0.00391957 0.002805
internal_count=3121 2695 426 2574 2222 1739 1599
is_linear=0
shrinkage=0.1


Tree=3801
num_leaves=8
num_cat=0
split_feature=14 49 51 0 43 13 3
split_gain=2.50908e-05 6.04748e-05 5.33992e-05 7.6055e-05 3.41577e-05 9.4238e-05 5.8699e-05
threshold=-1.0000000180025095e-35 0.065470000000000014 0.087505000000000013 -0.17169499999999996 -0.074359999999999996 -0.0034749999999999994 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -6
right_child=1 -3 -4 4 6 -7 -8
leaf_value=-0.015004808727216781 0.026027112335659131 0.024470102065421814 -0.021759094968505276 0.023049666447481711 -0.022583094526218997 -0.013356260348565109 0.0040161153869129615
leaf_weight=0.0010145023160947264 0.0011037997823190506 0.0010254603750762129 0.0011031739603486789 0.0014799057940484558 0.0016700846595290497 0.0013685302541853758 0.001648640287411059
leaf_count=161 109 567 300 556 1031 227 170
internal_value=0 0.00154859 -0.00125828 0.00185217 -0.00247467 0.00555845 -0.00936943
internal_weight=0 0.0093996 0.00837413 0.00727096 0.00616716 0.00284844 0.00331872
internal_count=3121 2960 2393 2093 1984 783 1201
is_linear=0
shrinkage=0.1


Tree=3802
num_leaves=8
num_cat=0
split_feature=1 52 51 49 42 13 15
split_gain=2.43887e-05 5.45124e-05 4.49673e-05 6.66224e-05 0.00010519 8.54351e-05 0.000105947
threshold=0.12500000000000003 0.11434500000000002 0.086310000000000012 -0.039339999999999993 0.084050000000000014 -0.0034749999999999994 -0.10091499999999999
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=0.023078716876157999 0.011301702358511169 -0.023956376410732762 -0.018385988212642448 0.026963826273588887 -0.022261334681556472 0.018691055852698101 -0.025385442335686206
leaf_weight=0.0014084650543555602 0.0015989762980364161 0.0010120075393047169 0.0010633069357437923 0.0014485819170655073 0.001658618304767206 0.0010431832657093532 0.0011427577018933578
leaf_count=256 279 443 262 532 806 81 462
internal_value=0 -0.00212641 0.000718702 0.00374994 -0.0013933 0.00812984 -0.00435108
internal_weight=0 0.00877692 0.00776491 0.00670161 0.00529314 0.00363452 0.00218594
internal_count=3121 2842 2399 2137 1881 1075 543
is_linear=0
shrinkage=0.1


Tree=3803
num_leaves=9
num_cat=0
split_feature=14 15 16 48 15 3 2 12
split_gain=2.11768e-05 5.07625e-05 3.3492e-05 6.87238e-05 5.92928e-05 8.37355e-05 5.63681e-05 5.17299e-05
threshold=-1.0000000180025095e-35 -0.10653 -0.094359999999999986 0.091545000000000015 -0.016799999999999995 0.10542000000000001 0.091545000000000015 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 6 4 -4 7 -3 -6
right_child=1 2 3 -5 5 -7 -8 -9
leaf_value=-0.013783206669944873 0.019254489909811354 0.0044974497864044378 -0.020662450278175613 0.025465782257277955 0.0093644634532267443 0.027574430267971035 -0.028197912558002344 -0.020077862435034854
leaf_weight=0.0010129788881472123 0.0013653293573477618 0.0010196847030737753 0.0013380132486927074 0.0010491882745746473 0.0011279111061456865 0.0010572968579252162 0.0010920070834958204 0.0012672164324574252
leaf_count=161 388 226 568 166 249 54 197 1112
internal_value=0 0.00144127 -0.00161746 0.00228532 -0.0027916 0.00413438 -0.0124101 -0.00621291
internal_weight=0 0.00931665 0.00795132 0.00583963 0.00479044 0.00345242 0.00211169 0.00239513
internal_count=3121 2960 2572 2149 1983 1415 423 1361
is_linear=0
shrinkage=0.1


Tree=3804
num_leaves=9
num_cat=0
split_feature=41 3 1 15 2 3 12 4
split_gain=8.25573e-05 7.54789e-05 8.19867e-05 8.09891e-05 8.25967e-05 8.08165e-05 9.54201e-05 4.87864e-05
threshold=1.0000000180025095e-35 -0.12018999999999998 0.094385000000000011 -0.0058549999999999991 0.091545000000000015 0.083060000000000009 0.090995000000000006 0.056795000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -4 -7
right_child=-2 2 5 4 -6 7 -8 -9
leaf_value=0.00044974591712911629 -0.00053545997705741735 -0.00057371591799081686 0.00086860364069474771 0.00029326137459391341 -0.00035535990835468322 0.00025555974697124049 2.1162480808147645e-05 -0.00026117950442363031
leaf_weight=0.0015134484435294906 0.0010378835632590044 0.0015595553085313474 0.0010391214607535669 0.0015455817610343311 0.0014753083724002314 0.0011655228407566331 0.001004793756138822 0.001768020552178895
leaf_count=221 173 895 262 794 275 128 214 159
internal_value=0 4.28907e-05 -2.15329e-05 -0.000210841 -2.3505e-05 0.000152676 0.000451999 -5.58744e-05
internal_weight=0 0.0110714 0.0095579 0.00458045 0.00302089 0.00497746 0.00204392 0.00293354
internal_count=3121 2948 2727 1964 1069 763 476 287
is_linear=0
shrinkage=0.00196078


Tree=3805
num_leaves=10
num_cat=0
split_feature=41 157 160 52 2 42 4 1 12
split_gain=7.77463e-05 6.25553e-05 7.10838e-05 8.97203e-05 8.3196e-05 0.000100875 0.000128573 0.00011136 2.95746e-05
threshold=1.0000000180025095e-35 -0.072409999999999988 -1.0000000180025095e-35 0.10347000000000002 0.11263500000000001 -0.0060199999999999993 0.076415000000000025 0.089105000000000018 0.087995000000000004
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 8 -7
right_child=-2 2 3 -5 -6 6 -8 -9 -10
leaf_value=0.00045756212583879214 -0.00052171307902834521 -0.00039809953779233948 -0.00039440108663544535 0.00055227760474251659 -0.00046707263448060251 3.7999761436858749e-05 0.00071005500026481033 -0.00048263611696880003 0.00051251092892471871
leaf_weight=0.0012208603856550477 0.0010405557913329986 0.0015536235658249508 0.0013582777018521031 0.0012109296882113589 0.0013320137433405592 0.0010057384948950448 0.0013970164258543536 0.0011763167763873313 0.0010142713114570546
leaf_count=406 173 641 584 191 270 232 144 318 162
internal_value=0 3.84511e-05 -1.24711e-05 5.80588e-05 -2.41068e-05 7.5032e-05 0.000213846 -3.03161e-06 0.000276258
internal_weight=0 0.011269 0.0100482 0.00849456 0.00728363 0.00595162 0.00459334 0.00319633 0.00202001
internal_count=3121 2948 2542 1901 1710 1440 856 712 394
is_linear=0
shrinkage=0.00196078


Tree=3806
num_leaves=10
num_cat=0
split_feature=484 41 3 1 15 0 16 12 3
split_gain=0.000115935 8.81063e-05 0.000134828 9.151e-05 0.000138285 7.65122e-05 6.44118e-05 0.000119079 9.04673e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.12018999999999998 0.094825000000000007 -0.0058549999999999991 -0.082974999999999979 -0.27167499999999994 0.051320000000000005 0.12178000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 -5 8 -8
right_child=1 -3 3 6 5 -7 7 -9 -10
leaf_value=-0.0006352976661386623 0.00065778732866937997 -0.000504910830792098 -0.00067820583868956894 -0.00016970778001085967 0.00043267172056371094 -0.00019002461384636009 0.0009717758718473618 -0.00016105839930114106 0.00018227038233305289
leaf_weight=0.0010294525482222793 0.0014546987085004215 0.0010033161829098728 0.0014606458043864975 0.0012539265005082029 0.0012337200282484481 0.0019701112208583018 0.0012275634615143672 0.00115733181976377 0.0010230540788072617
leaf_count=515 193 147 647 206 384 581 196 157 95
internal_value=0 5.08551e-05 0.000102576 1.5976e-05 -0.000178196 4.97611e-05 0.000210257 0.000350061 0.000612894
internal_weight=0 0.0117844 0.0107811 0.00932635 0.00466448 0.00320383 0.00466188 0.00340795 0.00225062
internal_count=3121 2606 2459 2266 1612 965 654 448 291
is_linear=0
shrinkage=0.00196078


Tree=3807
num_leaves=7
num_cat=0
split_feature=1 42 457 49 43 2
split_gain=2.23592e-05 4.73753e-05 3.29369e-05 8.11921e-05 3.81874e-05 6.79062e-05
threshold=0.12500000000000003 0.091735000000000025 0.045365000000000009 -1.0000000180025095e-35 -0.074974999999999986 0.099185000000000009
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=-0.026339291378605592 0.010808122459470137 -0.022402854065846897 0.014334831191846507 0.01487890240894868 -0.016387529910659556 0.011789586702585205
leaf_weight=0.0011646447946289723 0.0016009677575644374 0.0010112141023452736 0.0014269359633382831 0.0017547247060850594 0.0018347254223713494 0.0016021910650693286
leaf_count=314 279 583 257 617 792 279
internal_value=0 -0.0020404 0.000605135 -0.00247707 0.00287596 -0.00325217
internal_weight=0 0.00879444 0.00778322 0.00635629 0.00519164 0.00343692
internal_count=3121 2842 2259 2002 1688 1071
is_linear=0
shrinkage=0.1


Tree=3808
num_leaves=12
num_cat=0
split_feature=484 13 43 160 16 474 160 133 151 3 13
split_gain=0.000302973 9.66016e-05 0.00018173 9.44648e-05 9.54487e-05 0.000111978 0.000148234 0.000165464 0.000190557 9.59456e-05 0.00026568
threshold=-0.0068949999999999992 0.25761500000000009 -0.16318499999999997 0.092865000000000017 0.22339500000000004 0.084660000000000027 -0.080719999999999986 -0.0061299999999999992 -0.0077149999999999988 0.0022600000000000003 -0.076384999999999995
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 -10
right_child=1 -3 3 -5 -6 -7 7 8 9 -11 -12
leaf_value=-0.0010306747284853813 0.00082951923479572792 -0.00049533059526194313 -0.00058969678117274293 -0.00051000824731249389 -0.00033947864185095139 0.00080494475087573684 -0.00045407103128117379 -0.00030778803910738365 0.0010534150587750797 0.0010330505364369055 -0.00034472392437932993
leaf_weight=0.0010309368249356464 0.0012599161883777897 0.0010471726804793914 0.0010096429234009953 0.0010731779576124882 0.0015478720819738943 0.0010035115231824387 0.0011066189216597704 0.0011274587871422403 0.0010530312654871083 0.0013315672168854979 0.0010372429781926383
leaf_count=503 129 77 386 154 311 192 569 188 145 113 354
internal_value=0 7.4922e-05 0.000126623 4.05612e-05 0.000104667 0.00019431 0.000102378 0.000225921 0.000391329 0.000621681 0.000359626
internal_weight=0 0.0125972 0.01155 0.0102901 0.00921695 0.00766907 0.00666556 0.00565592 0.0045493 0.00342184 0.00209027
internal_count=3121 2618 2541 2412 2258 1947 1755 1369 800 612 499
is_linear=0
shrinkage=0.00196078


Tree=3809
num_leaves=9
num_cat=0
split_feature=484 41 3 1 3 15 15 0
split_gain=0.00012254 7.31242e-05 0.000135511 9.48466e-05 0.000115558 9.34038e-05 9.02817e-05 8.3448e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.12018999999999998 0.094825000000000007 0.083060000000000009 -0.074054999999999996 -0.0058549999999999991 -0.082974999999999979
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=-0.00066026223684898108 0.00065139990640419106 -0.00045817085302514747 -0.00059152845603783187 0.000568287967734816 0.00029782760294155066 -0.00042026113548007318 0.00039491161617535153 -0.00026328611863898861
leaf_weight=0.001026648629495139 0.0014482359186594939 0.0010108345251818454 0.0014863648748400854 0.0019446953317320886 0.0014192931762490452 0.0013673340580688392 0.001222632083856473 0.0018782386258554746
leaf_count=515 193 147 647 396 141 117 384 581
internal_value=0 4.60662e-05 9.34062e-05 6.68608e-06 0.000201469 -5.45221e-05 -0.000194215 -3.7675e-06
internal_weight=0 0.0117776 0.0107668 0.00931856 0.00473132 0.00278663 0.00458724 0.00310087
internal_count=3121 2606 2459 2266 654 258 1612 965
is_linear=0
shrinkage=0.00196078


Tree=3810
num_leaves=9
num_cat=0
split_feature=484 41 3 133 15 1 0 3
split_gain=0.000168563 9.31157e-05 0.000106069 7.3128e-05 0.000158556 0.000109804 0.000154012 7.36113e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.12018999999999998 0.083950000000000011 1.0000000180025095e-35 0.094825000000000007 -0.13455999999999999 0.11296500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4 -7
right_child=1 -3 3 -5 -6 7 -8 -9
leaf_value=-0.00076235664159972263 0.00061888238038051286 -0.00050096458301621843 0.00025650362629671381 0.00039439642892057677 -0.00057128931282780261 0.00057621962545317611 -0.00080272861244517438 2.2446107056263924e-05
leaf_weight=0.0010281079029499868 0.0014178635887570961 0.0010190996151794298 0.00111444108646719 0.0018334589853624935 0.0016890546028137388 0.0019544837619718709 0.0010024977331157146 0.001748452848519419
leaf_count=515 193 147 68 745 709 233 341 170
internal_value=0 6.55139e-05 0.000119165 4.33244e-05 -4.2397e-05 0.000111099 -0.000245106 0.000314739
internal_weight=0 0.0117794 0.0107603 0.00934239 0.00750893 0.00581988 0.00211694 0.00370294
internal_count=3121 2606 2459 2266 1521 812 409 403
is_linear=0
shrinkage=0.00196078


Tree=3811
num_leaves=11
num_cat=0
split_feature=484 160 41 3 1 0 4 15 2 43
split_gain=0.000132997 9.84774e-05 0.000111522 0.000104904 7.87599e-05 0.000106597 0.000142494 0.000118035 0.000100392 8.58278e-05
threshold=-1.0000000180025095e-35 0.092865000000000017 1.0000000180025095e-35 -0.12018999999999998 0.13146500000000003 -0.10096999999999999 -0.055319999999999994 -0.11713499999999999 0.092875000000000013 -0.0030899999999999994
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 7 9 -5 -9 -7
right_child=1 -3 -4 4 -6 6 -8 8 -10 -11
leaf_value=-0.00066704512600493403 0.00068259907025664218 -0.00050922185377142901 -0.00049568747226913165 -0.00033408300719532571 0.00052181234614676996 0.00038508864350184958 -0.00085508252046216182 0.00068889507765325581 -5.4344398143021563e-05 -0.00038604821073892626
leaf_weight=0.0010885038858488372 0.0013218548798119593 0.0011085399863718639 0.0010784425950727946 0.0010874011155902323 0.0013693397488969894 0.0011873803930820134 0.0010370639362808653 0.0019257720086193687 0.0010965901107434142 0.0010417807127254431
leaf_count=515 181 168 140 94 183 556 700 84 141 359
internal_value=0 4.81342e-05 0.000103569 0.000167764 8.99465e-05 9.7713e-06 -0.000254638 0.00021991 0.000419229 2.4704e-05
internal_weight=0 0.0122542 0.0111456 0.0100672 0.00874533 0.00737599 0.00326623 0.00410976 0.00302236 0.00222916
internal_count=3121 2606 2438 2298 2117 1934 1615 319 225 915
is_linear=0
shrinkage=0.00196078


Tree=3812
num_leaves=9
num_cat=0
split_feature=11 3 3 13 1 49 47 2
split_gain=3.11105e-05 3.6799e-05 5.29986e-05 5.94755e-05 7.27479e-05 7.14781e-05 0.000117116 5.44195e-05
threshold=0.079915000000000014 -0.12018999999999998 -0.078934999999999991 -0.061684999999999997 0.08844500000000001 -0.054984999999999992 0.092710000000000015 0.09678500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5 7 -7
right_child=-2 2 3 5 -6 6 -8 -9
leaf_value=0.018073947107211854 -0.016832163662513968 -0.01768481525224742 -0.0039119545257116067 -0.027340291528437033 0.030523529470161875 0.032219695712268841 -0.024847591210199652 0.0014087436830999495
leaf_weight=0.0011977410220238233 0.0010029248214934719 0.0015013137944604729 0.0010946063539642825 0.0010074336026850324 0.0013957790746502454 0.001062309125724358 0.0010383407351892285 0.0012451865443475242
leaf_count=158 199 1392 269 140 398 183 110 272
internal_value=0 0.00168266 -0.000669957 0.00306264 0.015388 -0.00398835 0.00304293 0.0155933
internal_weight=0 0.00954271 0.00834497 0.00684366 0.00249039 0.00435327 0.00334584 0.0023075
internal_count=3121 2922 2764 1372 667 705 565 455
is_linear=0
shrinkage=0.1


Tree=3813
num_leaves=9
num_cat=0
split_feature=484 41 3 1 15 3 133 15
split_gain=0.000140917 5.98311e-05 0.000102945 8.16201e-05 0.000113149 9.26878e-05 8.49125e-05 6.96602e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.12018999999999998 0.094825000000000007 -0.0058549999999999991 0.083060000000000009 0.076280000000000014 -0.074054999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -5 -6 -7
right_child=1 -3 3 5 6 7 -8 -9
leaf_value=-0.00071396281986248721 0.00058880240157863745 -0.00040311588034059616 -0.00062873425545455068 0.00053413946495571324 -0.00026727362059757572 0.00027774833005524678 0.00038664200484761881 -0.00034715653831182642
leaf_weight=0.0010047234869384495 0.0014086644621921244 0.0010145190339594509 0.0014127892644129562 0.0019008765581124132 0.0016139706587979838 0.0013963556076215106 0.0014487904522431931 0.0013478235662327115
leaf_count=515 193 147 647 396 672 141 293 117
internal_value=0 5.16504e-05 9.54682e-05 1.92734e-05 -0.000169695 0.000201346 4.20508e-05 -2.91782e-05
internal_weight=0 0.0115438 0.0105293 0.00912061 0.00447555 0.00464506 0.00306276 0.00274418
internal_count=3121 2606 2459 2266 1612 654 965 258
is_linear=0
shrinkage=0.00196078


Tree=3814
num_leaves=8
num_cat=0
split_feature=11 48 0 2 3 12 0
split_gain=2.53572e-05 3.56086e-05 0.000114635 4.37005e-05 6.28015e-05 6.6015e-05 6.44763e-05
threshold=0.079915000000000014 0.016865000000000002 -0.20211999999999997 0.11237500000000002 0.088060000000000013 0.084100000000000022 -0.084144999999999984
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=0.01517083384496362 -0.015195235909225141 -0.009319667016764217 0.030759403001985292 0.014096859224942799 -0.024601515987871386 0.0074887276177319191 -0.026019906057718631
leaf_weight=0.0016653337648967047 0.0010036334698203331 0.0014171535303106886 0.001437561361162706 0.0012841288482311553 0.0014059694683346419 0.0010449634431617329 0.0012747153932618134
leaf_count=384 199 82 490 340 127 594 905
internal_value=0 0.0015159 0.0108631 -0.00248158 -0.00643055 -1.95799e-05 -0.010925
internal_weight=0 0.00952983 0.00285471 0.00667511 0.00539098 0.00398501 0.00231968
internal_count=3121 2922 572 2350 2010 1883 1499
is_linear=0
shrinkage=0.1


Tree=3815
num_leaves=9
num_cat=0
split_feature=41 3 42 49 15 1 3 3
split_gain=7.28143e-05 9.99644e-05 6.98765e-05 6.92483e-05 0.000105869 9.57931e-05 9.64585e-05 8.88396e-05
threshold=1.0000000180025095e-35 -0.12018999999999998 0.091295000000000015 -0.00064499999999999985 -0.048699999999999993 0.090405000000000013 0.10732000000000001 -0.011549999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 7 -7 -5
right_child=-2 2 -4 5 -6 6 -8 -9
leaf_value=0.00049724847270876497 -0.00050319191019552469 2.5904161072717103e-05 0.00039316127292959472 -0.00070760602917297843 -0.00073697619460533356 0.00058025869956351112 -8.9067871262055469e-05 4.3824636084110425e-05
leaf_weight=0.0015774630591105917 0.0010391182847757077 0.0014146106230901426 0.0012800738657852096 0.0010287255019822807 0.0013832836404034294 0.0016422992807589359 0.001669106260601308 0.001468275289626537
leaf_count=221 173 217 613 1074 296 254 156 117
internal_value=0 3.88677e-05 -3.42712e-05 -9.78462e-05 -0.000351265 2.42251e-05 0.000242886 -0.000265753
internal_weight=0 0.0114638 0.00988637 0.0086063 0.00279789 0.00580841 0.00331141 0.002497
internal_count=3121 2948 2727 2114 513 1601 410 1191
is_linear=0
shrinkage=0.00196078


Tree=3816
num_leaves=8
num_cat=0
split_feature=16 47 4 2 2 13 0
split_gain=2.48865e-05 6.1682e-05 9.42363e-05 6.09036e-05 5.77818e-05 5.94733e-05 1.82457e-05
threshold=-0.49446999999999991 0.11402500000000002 0.055260000000000011 0.10981000000000002 0.092875000000000013 -0.033284999999999988 -0.10224499999999999
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=0.012388663360677142 -0.014681415811928087 0.019738613596621882 -0.025974740623710593 0.019658003620998645 -0.020768569218091459 0.0033239636116221688 0.0215562863320818
leaf_weight=0.0013906364963487501 0.0012598794658252813 0.0011448151928604598 0.0016995244446001917 0.0013199374628774466 0.0015179012513283356 0.0010818230262945316 0.0011141748599881617
leaf_count=261 940 117 399 268 438 104 594
internal_value=0 -0.0019707 -0.00507997 0.000562354 -0.00450523 0.002638 0.0125744
internal_weight=0 0.00913806 0.00799324 0.00629372 0.00497378 0.00345588 0.002196
internal_count=3121 2860 2743 2344 2076 1638 698
is_linear=0
shrinkage=0.1


Tree=3817
num_leaves=9
num_cat=0
split_feature=41 3 1 3 16 15 2 3
split_gain=8.02159e-05 7.85784e-05 6.56187e-05 8.06712e-05 0.000107945 7.47368e-05 7.22365e-05 4.8572e-05
threshold=1.0000000180025095e-35 -0.12018999999999998 0.094385000000000011 0.083060000000000009 -0.059624999999999991 -0.0058549999999999991 0.091545000000000015 0.13524500000000003
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 -3 -7 -5
right_child=-2 2 3 7 -6 6 -8 -9
leaf_value=0.000454188696021858 -0.00053313007816003925 -0.00054818917291288142 -1.7597582613531886e-05 -0.0002704360989813814 0.00088776445778880326 0.00027831295357445167 -0.00032550370725356056 0.00025559421734079938
leaf_weight=0.0015228783636729399 0.0010236053210162669 0.001530131173853718 0.0010200315175730363 0.0018437580019439181 0.0010053212227690805 0.001556931915931788 0.0014914296814379923 0.0010645279865216239
leaf_count=221 173 895 216 119 260 794 275 168
internal_value=0 4.0664e-05 -2.55407e-05 0.000131345 0.000431796 -0.000194595 -1.71081e-05 -7.78918e-05
internal_weight=0 0.011035 0.00951213 0.00493364 0.00202535 0.00457849 0.00304836 0.00290829
internal_count=3121 2948 2727 763 476 1964 1069 287
is_linear=0
shrinkage=0.00196078


Tree=3818
num_leaves=8
num_cat=0
split_feature=4 12 1 42 15 3 3
split_gain=2.38365e-05 3.42607e-05 7.1055e-05 7.2128e-05 5.75916e-05 8.26122e-05 7.65705e-05
threshold=0.27287000000000006 -0.040564999999999997 0.12873500000000002 0.088915000000000008 0.084050000000000014 -0.10519499999999998 0.090900000000000009
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=-0.01864236704026016 0.010901573496594107 0.030328778130860424 0.024855808814682672 -0.027105895524173269 -0.019629355848317941 -0.017675045590961461 0.012049519298717313
leaf_weight=0.0011013053356753117 0.0016656451813805767 0.0010660422900554143 0.0010161860081731589 0.0010866583904089299 0.0010895763635166422 0.0015898728962716428 0.0019050421214388408
leaf_count=233 352 184 68 715 641 778 150
internal_value=0 -0.00213783 0.000206506 -0.0035114 0.00102607 0.00596049 -0.00147249
internal_weight=0 0.00885468 0.00775338 0.00673719 0.00565053 0.00456096 0.00349492
internal_count=3121 2769 2536 2468 1753 1112 928
is_linear=0
shrinkage=0.1


Tree=3819
num_leaves=11
num_cat=0
split_feature=484 41 3 0 42 151 4 4 12 16
split_gain=0.000118178 9.10764e-05 0.000106006 6.00389e-05 0.000105145 8.39631e-05 0.000168357 8.82738e-05 8.19864e-05 4.73588e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.12018999999999998 -0.053834999999999994 0.091295000000000015 -0.044604999999999992 0.24564500000000003 -0.0029599999999999995 0.051320000000000005 -0.073849999999999985
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 7 -7 -5 -9
right_child=1 -3 3 8 -6 6 -8 9 -10 -11
leaf_value=-0.00066281634203619699 0.00059325847046766184 -0.00052209478653939738 -0.00046866133529484239 0.0001473516050465302 0.00068835691873035741 0.0002515062994529251 0.00082391289483392408 -0.00065376869589289961 -0.00059083034922145425 -5.0945658860376509e-05
leaf_weight=0.0010056300343033809 0.0014038560283485468 0.0010201750720643882 0.0011517206862329977 0.0010563930415040841 0.0010191071054054448 0.0017380974689122693 0.0010282941461745611 0.0010019537752852356 0.0012786002174136083 0.0010022431800411351
leaf_count=515 193 147 271 170 409 862 141 167 134 112
internal_value=0 3.76439e-05 9.111e-05 1.51168e-05 0.000106607 6.49989e-06 0.000121214 -7.18713e-05 -0.000256864 -0.000352314
internal_weight=0 0.0117004 0.0106803 0.00927641 0.00694142 0.00592231 0.00477059 0.00374229 0.00233499 0.0020042
internal_count=3121 2606 2459 2266 1962 1553 1282 1141 304 279
is_linear=0
shrinkage=0.00196078


Tree=3820
num_leaves=9
num_cat=0
split_feature=48 4 39 3 13 2 16 13
split_gain=9.61978e-05 0.000120183 8.4233e-05 9.44805e-05 0.000103581 0.000103269 0.000100544 8.34314e-05
threshold=0.12879500000000002 0.40473500000000007 0.095450000000000021 0.10732000000000001 -0.095539999999999986 0.084245000000000014 -0.010264999999999998 -0.0025349999999999995
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=-0.00059198999864008253 -0.00058498920554319266 0.00058380689663518166 -0.00056468308111762928 0.00044834513157252621 0.00061485628471536857 -0.00049761082214804962 0.00015313605311724843 -2.6598851972127421e-05
leaf_weight=0.0011883974890765144 0.0010023300741097427 0.0014164353381504171 0.001003786847364214 0.0017230304691302498 0.0015770038038458653 0.0019175488951742841 0.0017421944981146572 0.0015416851043551297
leaf_count=172 90 286 85 115 574 972 651 176
internal_value=0 4.70946e-05 -2.3996e-05 3.20145e-05 -5.80276e-05 3.55869e-05 -0.000187827 0.000297761
internal_weight=0 0.0121101 0.0106936 0.00968986 0.00796683 0.00677843 0.00365974 0.00311869
internal_count=3121 3031 2745 2660 2545 2373 1623 750
is_linear=0
shrinkage=0.00196078


Tree=3821
num_leaves=11
num_cat=0
split_feature=484 41 3 50 42 15 151 0 15 12
split_gain=0.000129933 6.21894e-05 0.000100292 6.08133e-05 8.22447e-05 0.000155528 0.000176282 0.000148646 8.2706e-05 5.40075e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.12018999999999998 0.088280000000000011 0.091295000000000015 1.0000000180025095e-35 -0.044604999999999992 -0.10096999999999999 -0.10203999999999998 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4 8 -8 -9
right_child=1 -3 3 -5 -6 -7 7 9 -10 -11
leaf_value=-0.00067796447229079792 0.00057075489328653397 -0.00041754525956391194 -0.00068367969638518636 0.00046630858856199788 0.00045486590990465638 -0.00067958358238196773 0.00016442019791612514 0.00013233984606279993 0.0008767870847593307 -0.00049206189903817932
leaf_weight=0.0010317243781885364 0.0014509999106753864 0.0010105475060980399 0.0010757455444913048 0.0010294464528436574 0.0011223109554412553 0.0014916241373789012 0.0012517526345517142 0.0010531093639147451 0.0012546426907521975 0.0010774930719028184
leaf_count=515 193 147 247 362 395 621 125 148 97 271
internal_value=0 4.7611e-05 9.11066e-05 1.67201e-05 -3.88636e-05 -0.000115778 3.14346e-05 0.000197335 0.000521014 -0.000183434
internal_weight=0 0.0118177 0.0108071 0.00935612 0.00832668 0.00720437 0.00571274 0.004637 0.0025064 0.0021306
internal_count=3121 2606 2459 2266 1904 1509 888 641 222 419
is_linear=0
shrinkage=0.00196078


Tree=3822
num_leaves=11
num_cat=0
split_feature=484 41 3 151 4 2 42 2 2 43
split_gain=0.000123825 8.61599e-05 0.000123592 6.49734e-05 0.000104064 0.000166288 8.57784e-05 0.000106434 0.000131556 4.60451e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.12018999999999998 -0.0083949999999999979 0.24564500000000003 0.113445 0.088200000000000014 0.097845000000000015 0.084055000000000005 -0.0064299999999999991
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=-0.00065580501291094215 0.00064171067961165643 -0.00048932176040713757 -0.00029488163082420899 -0.00016179796470041594 0.00064137677229098185 -0.00070680187165485264 0.00065238407280955374 0.00054186625615829944 -0.00072901238011395802 0.00042285080585597316
leaf_weight=0.001021090885700863 0.0014404609314194088 0.0010198502240161703 0.001938717629465605 0.0010576058233093819 0.0011836132550664315 0.0010448943488200468 0.0010451256666664452 0.0011262868277173176 0.0010440669483271336 0.0010149078267234913
leaf_count=515 193 147 379 208 235 176 461 155 552 100
internal_value=0 5.56634e-05 0.000106675 2.51644e-05 0.000107713 7.97192e-06 0.000149209 2.52648e-05 -0.000161427 0.000124504
internal_weight=0 0.0119155 0.0108957 0.00945522 0.0075165 0.00633289 0.00528799 0.00424287 0.00311658 0.00207251
internal_count=3121 2606 2459 2266 1887 1652 1476 1015 860 308
is_linear=0
shrinkage=0.00196078


Tree=3823
num_leaves=9
num_cat=0
split_feature=52 52 160 12 15 52 0 1
split_gain=2.68314e-05 5.9802e-05 9.13514e-05 6.86115e-05 8.03275e-05 0.000118543 6.2123e-05 9.88142e-05
threshold=-0.24456499999999998 -0.081429999999999989 0.050340000000000003 0.10193000000000001 0.088345000000000021 0.096795000000000006 -0.17169499999999996 0.094825000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 -8
right_child=1 2 -4 -5 -6 -7 7 -9
leaf_value=-0.014444962316966587 0.019827082237307836 0.011006715894614501 -0.029640763958613221 -0.020428858986184305 0.032122837816913351 0.02617148484948514 -0.038539649567803841 0.0025865673463459516
leaf_weight=0.0011599988164075368 0.0015222227203127636 0.0010928450054390904 0.0010269423701618893 0.0011130339814930824 0.0010221041797862981 0.0013648065589023772 0.00116283579854884 0.0011741270013866933
leaf_count=364 407 101 216 278 469 273 766 247
internal_value=0 0.0016675 -0.00180667 0.00231815 0.00667081 0.00124501 -0.00867387 -0.0178772
internal_weight=0 0.00947892 0.00795669 0.00692975 0.00581672 0.00479461 0.00342981 0.00233696
internal_count=3121 2757 2350 2134 1856 1387 1114 1013
is_linear=0
shrinkage=0.1


Tree=3824
num_leaves=9
num_cat=0
split_feature=41 3 42 2 43 2 49 4
split_gain=7.97169e-05 8.569e-05 5.96213e-05 8.24365e-05 0.000104363 8.89517e-05 0.000106788 8.96661e-05
threshold=1.0000000180025095e-35 -0.12018999999999998 0.091295000000000015 0.084055000000000005 -0.0037449999999999996 0.099185000000000009 -0.0090649999999999984 0.053925000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -5 -7
right_child=-2 2 -4 5 -6 7 -8 -9
leaf_value=0.00045989781016327259 -0.00052323016382465769 -0.00012557043162165674 0.00037128377081318707 -0.00013825925903989349 0.00064310271126262334 0.00024765340258560924 -0.0010025456409557111 -0.00038404887528119107
leaf_weight=0.0016053634036273167 0.0010556126730533405 0.0016669513472064106 0.0012491410856776087 0.0012135914558288 0.0011458991745034162 0.0019787522670037336 0.001004604034220623 0.0015333344607857185
leaf_count=221 173 437 613 192 150 290 814 231
internal_value=0 4.00011e-05 -2.88376e-05 -8.73416e-05 0.000187572 -0.00022229 -0.000529688 -2.81401e-05
internal_weight=0 0.0113976 0.00979227 0.00854313 0.00281285 0.00573028 0.0022182 0.00351209
internal_count=3121 2948 2727 2114 587 1527 1006 521
is_linear=0
shrinkage=0.00196078


Tree=3825
num_leaves=11
num_cat=0
split_feature=484 41 4 150 124 13 4 12 4 42
split_gain=0.000126006 9.18483e-05 7.68598e-05 0.000110671 7.4485e-05 8.83273e-05 0.000220022 0.00018459 0.000134753 7.08518e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.27044500000000005 0.089910000000000018 -0.013479999999999999 -0.0034749999999999994 -0.083854999999999985 1.0000000180025095e-35 -0.022844999999999997 0.08623500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 8 -7 -8
right_child=1 -3 -4 -5 5 7 9 -9 -10 -11
leaf_value=-0.00066647720012327023 -0.00036866432327446524 -0.00051687273787051559 0.00056088521573686252 -0.00047325408032270654 0.0011617617440310641 -0.00019834474949861132 -0.0002768904048244697 -0.00060134373697031535 0.00072032675683600801 0.00041476676584316304
leaf_weight=0.0010267064619659582 0.0010117354852137899 0.0010059986524632658 0.0012446642874812648 0.0013683808935771114 0.0010769786949382559 0.001112158457912904 0.0010833581684348463 0.0013085944926868607 0.0013701318482124423 0.0012002875419409964
leaf_count=515 143 147 295 195 199 103 396 443 77 608
internal_value=0 4.97404e-05 0.000102635 4.27959e-05 0.0001293 0.000199748 0.000431188 -5.4244e-06 0.000308728 8.66456e-05
internal_weight=0 0.0117823 0.0107763 0.00953163 0.00816324 0.00715151 0.00336062 0.00379088 0.00248229 0.00228365
internal_count=3121 2606 2459 2164 1969 1826 1203 623 180 1004
is_linear=0
shrinkage=0.00196078


Tree=3826
num_leaves=9
num_cat=0
split_feature=52 52 160 12 160 52 47 13
split_gain=2.19574e-05 4.89042e-05 7.5288e-05 5.6308e-05 6.80394e-05 0.000107778 4.74175e-05 6.34795e-05
threshold=-0.24456499999999998 -0.081429999999999989 0.050340000000000003 0.10193000000000001 -0.079874999999999988 0.091275000000000009 0.086010000000000017 -0.0034749999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 -6
right_child=1 2 -4 -5 5 -7 -8 -9
leaf_value=-0.013048696715390384 0.017890939268972544 -0.014301736976371866 -0.026934783517684885 -0.018492590575347658 0.027545839488241242 0.039677658913838093 -0.012237579017442267 -0.0064387607905977383
leaf_weight=0.0011652299670038635 0.0015267869316922299 0.0012820871614413146 0.0010256675123644903 0.0011149987240396545 0.0012069976523635675 0.0010614033459943181 0.0012580483992042303 0.0010091752541437967
leaf_count=364 407 520 216 278 726 243 123 244
internal_value=0 0.00149736 -0.00164769 0.00209343 0.00603887 0.0117886 0.0032682 0.0120703
internal_weight=0 0.00948516 0.00795838 0.00693271 0.00581771 0.00453562 0.00347422 0.00221617
internal_count=3121 2757 2350 2134 1856 1336 1093 970
is_linear=0
shrinkage=0.1


Tree=3827
num_leaves=8
num_cat=0
split_feature=1 0 3 151 1 1 16
split_gain=2.31982e-05 5.2052e-05 4.6878e-05 5.50671e-05 0.000105758 7.6789e-05 2.34842e-05
threshold=0.077565000000000009 0.062580000000000011 0.097915000000000016 -0.016164999999999995 0.10937500000000001 0.090840000000000018 -0.061854999999999993
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=-0.019760748983824374 0.02789091440061375 0.0063390455879554887 0.0013959803890125986 0.0074266836441576308 0.026069376082833634 -0.027505002111444854 -0.017686401331065551
leaf_weight=0.0016156596159147122 0.0011386302807653891 0.0014498079566979201 0.0013054278331529889 0.0013316319372912002 0.0012949405453045121 0.0011931733564893385 0.0012746513002199755
leaf_count=1565 232 71 185 316 277 362 113
internal_value=0 -0.00741689 0.00290052 0.00858892 0.00283518 -0.00908134 -0.0080314
internal_weight=0 0.00306547 0.00753846 0.00495838 0.00381975 0.00252481 0.00258008
internal_count=3121 1636 1485 1187 955 678 298
is_linear=0
shrinkage=0.1


Tree=3828
num_leaves=10
num_cat=0
split_feature=484 41 3 43 1 0 15 2 0
split_gain=0.000112563 7.36016e-05 8.64772e-05 6.96795e-05 0.000121235 0.000137406 0.000202739 0.000110768 8.55789e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.12018999999999998 0.12266000000000001 0.094825000000000007 -0.15202999999999997 -0.083359999999999976 0.092365000000000017 -0.13455999999999999
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=-0.00063511026002991485 0.00053786617729076336 -0.00046111725181294868 0.00033415607284423455 0.00047546973842259549 -0.00027270478318927539 0.0010257324262224101 -2.1086612597245037e-05 -0.00081200360263186124 -0.00038333121047110321
leaf_weight=0.0010146266953731881 0.0014506161387964562 0.0010102988168100577 0.0011120151290195989 0.0011528607138579184 0.0016667369788042194 0.0012584006086874188 0.0016360834172949755 0.0011339065448890602 0.0015030209808086863
leaf_count=515 193 147 64 188 111 271 232 415 985
internal_value=0 4.52009e-05 9.20718e-05 2.37347e-05 -3.89341e-05 0.000175777 0.000434027 -0.000300166 -7.82277e-05
internal_weight=0 0.0119239 0.0109136 0.00946302 0.00831016 0.00456122 0.00289448 0.00374894 0.00261504
internal_count=3121 2606 2459 2266 2078 614 503 1464 1049
is_linear=0
shrinkage=0.00196078


Tree=3829
num_leaves=9
num_cat=0
split_feature=11 43 12 12 13 15 1 2
split_gain=2.39129e-05 3.37599e-05 5.92141e-05 5.50874e-05 4.91038e-05 8.58419e-05 6.80069e-05 3.15657e-07
threshold=0.079915000000000014 -0.04890499999999999 0.051320000000000005 0.092255000000000018 -0.095304999999999987 -1.0000000180025095e-35 0.11181500000000001 0.10045500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 7 6 -6 -3
right_child=-2 4 3 -5 5 -7 -8 -9
leaf_value=0.026577617707480447 -0.014668562438138862 0.0084833908350231656 -0.017210808699482279 0.014299028276466775 0.012260676173412142 -0.030649734115746858 -0.020258181692395499 0.010984980342012266
leaf_weight=0.0012656601856163695 0.0010158303553131154 0.0010061644985946382 0.0010467662546667284 0.0011805951345226734 0.001783549222000086 0.0012913541440244796 0.0010057591607212286 0.0010114896552901502
leaf_count=286 199 150 690 416 346 797 101 136
internal_value=0 0.0014663 0.00930538 -0.000509271 -0.0030238 -0.00933353 0.000535139 0.00973749
internal_weight=0 0.00959134 0.00349302 0.00222736 0.00609832 0.00408066 0.00278931 0.00201765
internal_count=3121 2922 1392 1106 1530 1244 447 286
is_linear=0
shrinkage=0.1


Tree=3830
num_leaves=10
num_cat=0
split_feature=4 15 4 42 43 16 15 15 0
split_gain=2.32035e-05 6.33199e-05 5.23367e-05 3.44441e-05 4.25019e-05 8.02705e-05 0.000102057 6.51697e-05 3.23e-05
threshold=0.24564500000000003 -0.15026499999999995 0.098655000000000007 0.088465000000000002 -0.092909999999999979 0.22339500000000004 -0.0088349999999999974 -0.095244999999999982 -0.082974999999999979
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 7 -6 -8
right_child=1 -3 -4 -5 5 -7 8 -9 -10
leaf_value=-0.015381578460146995 0.024333505413410065 -0.0087067070434187124 -0.023586033947314233 -0.016456086593915446 0.015153336498848688 -0.017881426134084871 0.041455145076875387 -0.020329922112366269 0.016344967697848944
leaf_weight=0.0010188145455465687 0.0012293902964979123 0.0010981500348977628 0.0010353227662608031 0.0010316711594959924 0.0010447346391700071 0.0010381817291967282 0.0010370638872486033 0.0010258599911468322 0.0010123318377760788
leaf_count=297 266 160 121 750 196 211 380 414 326
internal_value=0 0.0087449 -0.00256161 0.000457965 0.00328292 0.00696944 0.0132315 -0.00242657 0.0290516
internal_weight=0 0.00232754 0.00824398 0.00720866 0.00617699 0.00515817 0.00411999 0.00207059 0.0020494
internal_count=3121 426 2695 2574 1824 1527 1316 610 706
is_linear=0
shrinkage=0.1


Tree=3831
num_leaves=9
num_cat=0
split_feature=11 43 15 4 13 15 48 2
split_gain=2.17898e-05 3.35407e-05 5.39365e-05 6.28789e-05 4.34343e-05 7.68141e-05 5.67967e-05 6.22048e-07
threshold=0.079915000000000014 -0.04890499999999999 -0.053579999999999996 -0.068329999999999988 -0.095304999999999987 -1.0000000180025095e-35 0.085845000000000019 0.10045500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 7 6 -6 -3
right_child=-2 4 3 -5 5 -7 -8 -9
leaf_value=0.028193426565761688 -0.014018962248650983 0.0072099956576909532 0.015759639676948833 -0.016666458043266122 0.013437988842618952 -0.029378661579354218 -0.015275650552370618 0.010734061178347215
leaf_weight=0.001049656476479306 0.0010111819662906854 0.0010019762701562328 0.0013172008022067987 0.0010952892925418804 0.0015051000067931224 0.0012721714316922903 0.0012703036923753092 0.0010015553752436633
leaf_count=658 199 150 317 417 279 797 168 136
internal_value=0 0.00142102 0.00927096 0.00103794 -0.00307033 -0.00903106 0.000295741 0.00897166
internal_weight=0 0.00951325 0.00346215 0.00241249 0.00605111 0.00404758 0.0027754 0.00200353
internal_count=3121 2922 1392 734 1530 1244 447 286
is_linear=0
shrinkage=0.1


Tree=3832
num_leaves=9
num_cat=0
split_feature=14 1 457 52 47 15 52 13
split_gain=2.1548e-05 3.81653e-05 5.78558e-05 4.96669e-05 8.34486e-05 0.000158061 5.74287e-05 0.000125487
threshold=-1.0000000180025095e-35 0.12873500000000002 0.087995000000000004 -0.087769999999999987 0.092710000000000015 -0.095244999999999982 0.10160000000000001 -0.0034749999999999994
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=-0.013790525956739073 -0.022874728066911883 0.018733057878440543 0.020818119646732872 0.040268415024710832 -0.026052025459654377 0.022935054154691971 -0.023053232649632327 -0.018834653700142284
leaf_weight=0.0010302530263128747 0.0011791648348532403 0.0011243733597968769 0.0010697972744388492 0.0010101868279039205 0.0010530393504503801 0.0015462039077552266 0.0011333842085742914 0.0013448012574033537
leaf_count=161 590 183 145 218 187 914 427 296
internal_value=0 0.00143866 -0.000893875 -0.00409026 -0.000451729 0.00490287 -0.00397446 0.00350515
internal_weight=0 0.00946095 0.00833658 0.00726678 0.00608762 0.00503458 0.00402439 0.00289101
internal_count=3121 2960 2777 2632 2042 1855 1637 1210
is_linear=0
shrinkage=0.1


Tree=3833
num_leaves=11
num_cat=0
split_feature=484 48 4 150 12 47 4 12 0 15
split_gain=0.000193291 0.000112945 0.000136286 0.000103806 0.000102571 0.000150084 0.000114518 8.97074e-05 0.000111844 3.74749e-05
threshold=-0.0068949999999999992 0.12474000000000002 0.27834500000000006 0.089910000000000018 -0.040564999999999997 0.085270000000000026 -0.27825499999999997 0.079890000000000017 -0.084269999999999984 -0.094549999999999981
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 -8 -9 -7
right_child=1 -3 -4 -5 5 9 7 8 -10 -11
leaf_value=-0.00084798412023895267 -0.0004405198192868377 -0.00056708989526319431 0.00066090848981801534 -0.00050524062454791025 -0.00046948769556323791 0.00036693108276763772 0.00056292783911602391 -0.00049043334590478124 0.00028825245496790392 0.00090058022976625409
leaf_weight=0.001002931761063989 0.0011944598391400657 0.0010607461008263633 0.0014633786915411772 0.0012624061531850911 0.0014119926145105309 0.0010021121272502272 0.00149412296858742 0.0011915846888512754 0.0017516580961919785 0.0010217897432785684
leaf_count=503 183 81 303 192 145 94 130 555 823 112
internal_value=0 4.57612e-05 0.000100883 2.15491e-05 9.48886e-05 0.000176116 1.68732e-05 0.000171636 -2.70019e-05 0.00063635
internal_weight=0 0.0128543 0.0117935 0.0103301 0.00906772 0.00787326 0.00584936 0.00443737 0.00294324 0.0020239
internal_count=3121 2618 2537 2234 2042 1859 1653 1508 1378 206
is_linear=0
shrinkage=0.00196078


Tree=3834
num_leaves=9
num_cat=0
split_feature=41 3 42 49 2 1 15 0
split_gain=0.000101305 9.0177e-05 7.08497e-05 7.32693e-05 0.000112936 0.000107305 8.06947e-05 5.9358e-05
threshold=1.0000000180025095e-35 -0.12018999999999998 0.091295000000000015 -0.00064499999999999985 0.084055000000000005 0.10538500000000002 -0.074054999999999996 -0.10151999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 6 7 -6 -3 -5
right_child=-2 2 -4 4 5 -7 -8 -9
leaf_value=0.00048202991462004797 -0.00059588830741925914 1.1468015532898734e-05 0.00040304389851865353 0.00071732165370382169 -0.00050532031125372805 0.0002083005449477561 -0.00066365915224766525 9.8655480198861113e-05
leaf_weight=0.0015477928570848771 0.0010446636237557002 0.00125168214673435 0.0012794635469897597 0.0010066791506603001 0.0019118698875697192 0.0014057738968625347 0.0014920316887242751 0.0014624328840591233
leaf_count=221 173 199 613 53 969 153 314 426
internal_value=0 4.21759e-05 -2.72234e-05 -9.17581e-05 3.33704e-05 -0.00020294 -0.000355666 0.000350891
internal_weight=0 0.0113577 0.00980993 0.00853047 0.00578676 0.00331764 0.00274371 0.00246911
internal_count=3121 2948 2727 2114 1601 1122 513 479
is_linear=0
shrinkage=0.00196078


Tree=3835
num_leaves=8
num_cat=0
split_feature=50 484 43 43 48 3 4
split_gain=2.10858e-05 3.41354e-05 5.21118e-05 7.05509e-05 6.62601e-05 7.85163e-05 6.84111e-05
threshold=0.088425000000000017 0.084040000000000017 -0.14968999999999996 -0.00067499999999999993 0.085875000000000021 0.11296500000000002 0.053180000000000012
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=0.014527408506405172 -0.012569150679455368 0.017838150742338046 -0.023430444321055201 0.0036700060783225151 -0.015141350208080004 -0.01328414400608037 0.03919064774395957
leaf_weight=0.0017613981225635053 0.0011966925917451894 0.0011283305799485331 0.001555471790402445 0.0011661575100036954 0.0016685267994011963 0.0010331535905084427 0.0010133798322878083
leaf_count=212 560 323 1198 407 169 104 148
internal_value=0 0.00153081 -0.000713622 -0.00488433 0.00102567 0.00942209 0.0201854
internal_weight=0 0.00932642 0.00819809 0.00643669 0.00488122 0.00321269 0.00217954
internal_count=3121 2561 2238 2026 828 659 555
is_linear=0
shrinkage=0.1


Tree=3836
num_leaves=8
num_cat=0
split_feature=1 4 43 16 16 16 52
split_gain=2.01323e-05 5.75574e-05 4.67669e-05 6.23931e-05 7.91674e-05 3.66025e-05 6.75075e-05
threshold=0.094385000000000011 -0.0016099999999999997 -0.14169499999999999 -0.36241499999999999 -0.056919999999999991 -0.083539999999999989 0.091275000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 5 -2 -4 -5 -1 -7
right_child=2 -3 3 4 -6 6 -8
leaf_value=0.018433866390660317 -0.014280900566083577 -0.02111270852266818 -0.0097472019302309986 0.03720016369130668 0.0035001982208040087 -0.016557387376011791 0.014938436024481775
leaf_weight=0.0010091785392825625 0.0010664337897243192 0.0014831441821563617 0.0012190642936636313 0.0011765048722358208 0.0017106737601573169 0.0016745051932736295 0.0011464541984222473
leaf_count=427 89 525 248 193 413 904 322
internal_value=0 -0.00438699 0.00437719 0.00922288 0.0172327 0.00208971 -0.0037573
internal_weight=0 0.00531328 0.00517268 0.00410624 0.00288718 0.00383014 0.00282096
internal_count=3121 2178 943 854 606 1653 1226
is_linear=0
shrinkage=0.1


Tree=3837
num_leaves=10
num_cat=0
split_feature=484 41 3 43 13 3 2 52 15
split_gain=0.00012821 9.11847e-05 0.000118451 5.76239e-05 0.000103802 9.24118e-05 4.81225e-05 0.000187525 7.71632e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.12018999999999998 -0.074359999999999996 -0.0034749999999999994 -0.00083499999999999991 0.10613000000000002 -0.0064899999999999992 -0.074054999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -5 7 -7 -8
right_child=1 -3 3 5 -6 6 8 -9 -10
leaf_value=-0.00067634839342981153 0.00061986994942394549 -0.00051503980189156022 0.00058149394988436538 -0.00057180782012638035 -0.00013251562243898887 -0.00038122951700626437 0.00022593662290284347 0.00072663122976480434 -0.00045564799688415931
leaf_weight=0.0010225021272069141 0.0014585242944210952 0.0010130475915207183 0.0016162383644771226 0.0012297325723282801 0.0015180903189944896 0.0010643967049734082 0.0011391269746059869 0.0013108501407579822 0.0014533720340094147
leaf_count=515 193 147 585 1021 258 97 116 96 93
internal_value=0 4.74183e-05 0.000100225 1.90061e-05 0.000235668 -9.05693e-05 2.85582e-05 0.000230176 -0.000156164
internal_weight=0 0.0118034 0.0107903 0.00933181 0.00313433 0.00619748 0.00496775 0.00237525 0.0025925
internal_count=3121 2606 2459 2266 843 1423 402 193 209
is_linear=0
shrinkage=0.00196078


Tree=3838
num_leaves=8
num_cat=0
split_feature=50 160 3 4 47 12 52
split_gain=2.37063e-05 3.23868e-05 5.06732e-05 6.27481e-05 9.41131e-05 8.83735e-05 8.3982e-05
threshold=0.088425000000000017 -0.083899999999999988 0.12178000000000001 0.0061450000000000003 0.092530000000000015 0.051320000000000005 -0.066844999999999988
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=0.018613310672763946 -0.013338126742297269 -0.02559888157674263 -0.016242219951078253 0.046427845433002983 -0.0076698002329026451 0.0051569942120196421 0.0070509770787872076
leaf_weight=0.0010028463005602927 0.0011923080271810027 0.0013484312677645113 0.001625926664077848 0.0010610370521277005 0.0013501333796735382 0.0010153361692385975 0.0018949005234086915
leaf_count=404 560 561 151 207 115 261 862
internal_value=0 0.00163924 -0.000412692 0.00344612 0.0128827 0.0262466 -0.00652336
internal_weight=0 0.00929861 0.00829577 0.00666984 0.00342651 0.00207637 0.00324333
internal_count=3121 2561 2157 2006 583 468 1423
is_linear=0
shrinkage=0.1


Tree=3839
num_leaves=9
num_cat=0
split_feature=41 3 42 3 4 13 4 4
split_gain=9.23495e-05 6.67405e-05 7.51015e-05 6.36085e-05 6.35239e-05 9.07918e-05 0.00010069 7.67747e-05
threshold=1.0000000180025095e-35 -0.12018999999999998 0.091295000000000015 -0.078934999999999991 0.053925000000000008 -0.004174999999999999 0.0061450000000000003 0.24564500000000003
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -7 -6
right_child=-2 2 -4 4 7 6 -8 -9
leaf_value=0.00042608198186479262 -0.00057268899527495058 -0.00046989751143495194 0.00042853178749512337 0.00050013644813443449 -0.00064566158454943551 -0.00036567002365963432 0.00038785924414378256 5.1729570408042867e-05
leaf_weight=0.0015222956914232389 0.0010168141637951428 0.0013685549420807365 0.0012694013805793587 0.0016311437036460731 0.001102124364215048 0.0017886922587793791 0.001101705861996074 0.0013507132898337292
leaf_count=221 173 1221 613 289 95 247 63 199
internal_value=0 4.46197e-05 -1.57921e-05 -8.33973e-05 -7.55586e-06 0.000130272 -7.84544e-05 -0.000261627
internal_weight=0 0.0111346 0.00961234 0.00834293 0.00697438 0.00452154 0.0028904 0.00245284
internal_count=3121 2948 2727 2114 893 599 310 294
is_linear=0
shrinkage=0.00196078


Tree=3840
num_leaves=9
num_cat=0
split_feature=4 15 4 2 13 2 48 12
split_gain=2.04051e-05 5.47996e-05 4.51217e-05 4.57364e-05 5.94539e-05 6.01256e-05 0.000110832 6.83171e-05
threshold=0.24564500000000003 -0.15026499999999995 0.098655000000000007 0.10981000000000002 -0.095539999999999986 0.084245000000000014 0.083985000000000018 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 7 -7 -6
right_child=1 -3 -4 -5 5 6 -8 -9
leaf_value=-0.025195687354260084 0.022812789461882827 -0.0080294438483757471 -0.021910262784944328 0.014993694302971714 0.031650625648827084 -0.030854389671600174 0.012888178710231554 -0.0044952027097203634
leaf_weight=0.0010638883842312334 0.0012189623335231521 0.0010923147778934786 0.0010357114840516329 0.0016551076109826372 0.0010376692465539742 0.001211480747222347 0.001109911158879527 0.0010540328607311909
leaf_count=139 266 160 121 352 192 1082 265 544
internal_value=0 0.00823668 -0.00240602 0.000426355 -0.0039758 0.0011398 -0.00994006 0.0134363
internal_weight=0 0.00231128 0.0081678 0.00713209 0.00547698 0.00441309 0.00232139 0.0020917
internal_count=3121 426 2695 2574 2222 2083 1347 736
is_linear=0
shrinkage=0.1


Tree=3841
num_leaves=8
num_cat=0
split_feature=0 15 4 1 2 0 52
split_gain=2.34193e-05 6.85316e-05 6.34404e-05 4.12373e-05 5.28492e-05 8.94731e-05 8.7667e-05
threshold=-0.062294999999999996 -1.0000000180025095e-35 -0.35136499999999998 0.077565000000000009 1.0000000180025095e-35 -0.15090499999999998 -0.066844999999999988
decision_type=2 2 2 2 2 2 2
left_child=3 -2 -3 -1 -5 6 -6
right_child=1 2 -4 4 5 -7 -8
leaf_value=-0.021999844021994664 0.025700726816251119 -0.017492093724110779 0.015268241320580786 -0.014113064101068676 -0.025880437093957456 0.029473896864264815 0.010770262847688221
leaf_weight=0.0010250846087537305 0.0012236849130267567 0.001370132861179315 0.001039639997941131 0.0018604342180385067 0.001070053670845228 0.0011728490973102954 0.0016730430179574532
leaf_count=1451 275 196 124 576 63 245 191
internal_value=0 0.00642819 -0.00335842 -0.00351601 -0.000235846 0.00635711 -0.0035268
internal_weight=0 0.00363346 0.00240977 0.00680146 0.00577638 0.00391595 0.0027431
internal_count=3121 595 320 2526 1075 499 254
is_linear=0
shrinkage=0.1


Tree=3842
num_leaves=8
num_cat=0
split_feature=14 13 51 0 16 0 16
split_gain=2.88696e-05 3.33021e-05 4.30877e-05 5.08971e-05 0.000120927 6.70662e-05 4.80918e-05
threshold=-1.0000000180025095e-35 -0.23438999999999996 0.087505000000000013 -0.10607499999999999 -0.27167499999999994 -0.077999999999999986 0.064860000000000015
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -5 -7
right_child=1 2 -4 5 -6 6 -8
leaf_value=-0.016020372089607205 0.016950954901416914 -0.010086081252334324 -0.018970759809179061 -0.022554072197918211 0.032321372062846652 0.021176491686734796 -0.0055314046447851213
leaf_weight=0.001020473119624569 0.0012408339642429279 0.0012356533564429999 0.0011073390391998774 0.0013925335844714904 0.0014751671012102324 0.0010552354996326669 0.0018671556168974558
leaf_count=161 139 195 351 1288 163 441 383
internal_value=0 0.00169125 -0.000636862 0.00225277 0.0129911 -0.0044935 0.00411245
internal_weight=0 0.00937392 0.00813308 0.00702575 0.00271082 0.00431492 0.00292239
internal_count=3121 2960 2821 2470 358 2112 824
is_linear=0
shrinkage=0.1


Tree=3843
num_leaves=10
num_cat=0
split_feature=484 13 43 16 151 2 15 13 43
split_gain=0.000178451 6.9661e-05 0.00019979 9.00296e-05 0.000106396 0.000160509 9.54304e-05 0.000106892 6.5561e-05
threshold=-1.0000000180025095e-35 0.25761500000000009 -0.16318499999999997 0.22339500000000004 -0.0083949999999999979 0.089885000000000007 -0.074054999999999996 -0.053889999999999993 -0.0030899999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 8 -7 -8 -6
right_child=1 -3 3 -5 5 6 7 -9 -10
leaf_value=-0.00079683206271763277 0.00088935843679888963 -0.00042704708924695418 -0.00029123640285389429 -0.00040267296413530926 0.00018383683336358991 0.00087954837496583384 0.00067178360632605297 -0.00022675633344452557 -0.0004608240867859205
leaf_weight=0.0010004153702862862 0.0011373436035271032 0.0010064078725600918 0.0019535691994103039 0.0016108308889734605 0.0011651021921199657 0.0014932879938132776 0.0010281925890421922 0.0010080720335339831 0.0012650751114833486
leaf_count=515 127 76 380 345 644 312 190 169 363
internal_value=0 6.60703e-05 0.000112619 1.98631e-05 0.000105874 0.000236045 0.000503054 0.000226953 -0.000151754
internal_weight=0 0.0116679 0.0106615 0.00952413 0.0079133 0.00595973 0.00352955 0.00203626 0.00243018
internal_count=3121 2606 2530 2403 2058 1678 671 359 1007
is_linear=0
shrinkage=0.00196078


Tree=3844
num_leaves=9
num_cat=0
split_feature=41 3 3 49 15 15 52 3
split_gain=7.93322e-05 7.85094e-05 6.10811e-05 6.32159e-05 0.000154662 7.20428e-05 0.000137184 8.85966e-05
threshold=1.0000000180025095e-35 -0.12018999999999998 -0.078934999999999991 -0.006494999999999999 -0.040804999999999994 -0.016799999999999995 0.081010000000000013 0.099930000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 7 -7 -5
right_child=-2 2 3 5 -6 6 -8 -9
leaf_value=0.00044603075797734049 -0.00052880988651086416 -0.00035850374004520733 0.00021707491419936624 0.00027785206033731352 -0.00078013240102078494 0.00075672931426106599 -0.00016391691980503095 -0.00040428634895875573
leaf_weight=0.0015676157109596493 0.0010332581595535332 0.0017504139175694286 0.0013716018314903003 0.0015251913673139067 0.0010601346068866294 0.0015969969428925057 0.0010195296797883115 0.0014076569813336048
leaf_count=221 173 1385 181 478 119 209 210 145
internal_value=0 3.88018e-05 -2.67972e-05 4.59525e-05 -0.000217665 0.00016147 0.000397999 -4.95487e-05
internal_weight=0 0.0112991 0.00973153 0.00798111 0.00243174 0.00554937 0.00261653 0.00293285
internal_count=3121 2948 2727 1342 300 1042 419 623
is_linear=0
shrinkage=0.00196078


Tree=3845
num_leaves=10
num_cat=0
split_feature=484 15 42 151 0 48 0 1 12
split_gain=0.000181587 0.0001065 0.000196734 0.00011648 0.000147567 0.000167589 0.00015529 8.59373e-05 2.55756e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.083995000000000014 -0.044604999999999992 -0.13027499999999997 0.084485000000000018 -0.078904999999999989 0.077845000000000011 0.091475000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 -5 -6 8 -8
right_child=1 2 -4 4 6 -7 7 -9 -10
leaf_value=-0.00078795618653297746 -0.0002968033126538936 -0.00067748771300512938 0.00033095132059843068 0.0012801006659305465 -0.00046372498694063056 0.00020657593490056413 0.00023046811440515419 0.00060049445289687791 -0.00020080536184549427
leaf_weight=0.001048705891339056 0.001711928623497957 0.0017795228943987412 0.0012778730258695492 0.0010165761730950018 0.0014202869763156661 0.0012423400252932898 0.001093820226226153 0.0018503905357918396 0.0010231941113978808
leaf_count=515 357 588 493 95 457 83 70 343 120
internal_value=0 6.17203e-05 -0.000255999 0.000165518 0.000269023 0.000689692 9.26472e-05 0.000291822 2.20253e-05
internal_weight=0 0.0124159 0.0030574 0.00935854 0.00764661 0.00225892 0.00538769 0.0039674 0.00211701
internal_count=3121 2606 1081 1525 1168 178 990 533 190
is_linear=0
shrinkage=0.00196078


Tree=3846
num_leaves=8
num_cat=0
split_feature=52 13 3 4 0 2 15
split_gain=2.43099e-05 5.64022e-05 7.53358e-05 5.51391e-05 3.79074e-05 6.12487e-05 5.7758e-05
threshold=0.11434500000000002 -0.23438999999999996 0.11296500000000002 0.23246000000000003 -0.019414999999999998 0.073895000000000002 -0.0063699999999999989
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=0.022187426904015067 -0.012166287036333512 -0.022639255086469235 -0.025853375819045277 0.020238838857031108 0.011723218459750854 -0.0124210936105148 0.018847394720986361
leaf_weight=0.0011864692145849886 0.0014301530488604946 0.0015374149793697576 0.0010709353542718847 0.001416142815470864 0.0014735499964416542 0.0011975564029605363 0.0011658400138012536
leaf_count=137 501 472 81 245 217 743 725
internal_value=0 0.00186401 -0.00120325 0.00268434 -0.00194127 -0.0071031 0.00300334
internal_weight=0 0.00904791 0.00786144 0.0067905 0.00537436 0.00390081 0.0023634
internal_count=3121 2620 2483 2402 2157 1940 1468
is_linear=0
shrinkage=0.1


Tree=3847
num_leaves=7
num_cat=0
split_feature=15 43 4 2 51 1
split_gain=2.40714e-05 3.53127e-05 5.19977e-05 8.86611e-05 7.05548e-05 6.89486e-05
threshold=-0.11713499999999999 -0.17390999999999998 -0.033174999999999989 0.097220000000000015 -0.0090899999999999991 0.094465000000000007
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 -6
right_child=1 2 4 -5 5 -7
leaf_value=-0.01044792894495373 0.015693778103939779 -0.028710179131333502 0.028307120302798035 0.0055325720332109057 -0.015911172680538332 0.01494964344523562
leaf_weight=0.0018341069956673639 0.0015770257783535076 0.0014408466860076144 0.0010912086794317636 0.001591116551194237 0.0015515154050127469 0.0013572687108385527
leaf_count=484 184 1045 402 298 471 237
internal_value=0 0.00216968 -0.000863312 -0.0107402 0.00662332 -0.0015112
internal_weight=0 0.00860898 0.00703196 0.00303196 0.00399999 0.00290878
internal_count=3121 2637 2453 1343 1110 708
is_linear=0
shrinkage=0.1


Tree=3848
num_leaves=9
num_cat=0
split_feature=41 3 3 42 0 0 4 1
split_gain=9.57288e-05 5.90106e-05 5.379e-05 7.08998e-05 5.11072e-05 0.000103701 6.32167e-05 0.000123146
threshold=1.0000000180025095e-35 -0.12018999999999998 -0.078934999999999991 0.08623500000000002 -0.019414999999999998 -0.10151999999999999 0.056795000000000005 0.094465000000000007
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=0.00041234049361573279 -0.00057749570874458648 -0.00032210713843100881 -0.00016307030064677275 0.00046222860419725979 0.00031706504533266601 -0.0006736909902326872 -0.00026918196000037722 0.00072699993082135368
leaf_weight=0.0014839377576970876 0.0010263260595981529 0.0017184109329233714 0.0013650687125529304 0.001392139566856976 0.0013277173531524118 0.0010211879205547433 0.0016680765918619944 0.0010630223901889058
leaf_count=221 173 1385 99 559 124 284 170 106
internal_value=0 4.85589e-05 -7.9345e-06 6.09519e-05 -2.57241e-05 -0.000114662 2.47058e-05 0.000226604
internal_weight=0 0.0110396 0.00955562 0.00783721 0.00644507 0.00511736 0.00409617 0.00242809
internal_count=3121 2948 2727 1342 783 659 375 205
is_linear=0
shrinkage=0.00196078


Tree=3849
num_leaves=8
num_cat=0
split_feature=11 48 0 15 3 0 12
split_gain=2.45968e-05 3.93962e-05 9.17674e-05 5.28974e-05 9.70216e-05 7.4198e-05 4.45943e-05
threshold=0.079915000000000014 0.016865000000000002 -0.20211999999999997 -0.016799999999999995 0.10542000000000001 -0.10836499999999999 0.088365000000000013
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 5 6 -1 -5
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=-0.035275674116346203 -0.01495236980534031 -0.0066730172022805151 0.029440968523494405 0.0046233597005813799 0.028448540365106148 0.00089787063409620192 -0.019573954946422056
leaf_weight=0.001007157592557555 0.0010007830925657249 0.0014023816167907377 0.001412128487312223 0.0018609264305639935 0.0011694506886668621 0.0012975792416141212 0.0012893191157985887
leaf_count=173 199 82 490 716 71 704 686
internal_value=0 0.00153503 0.0114465 -0.00267605 0.00385116 -0.0149098 -0.00528001
internal_weight=0 0.00943894 0.00281451 0.00662443 0.0043197 0.00230474 0.00315025
internal_count=3121 2922 572 2350 1473 877 1402
is_linear=0
shrinkage=0.1


Tree=3850
num_leaves=9
num_cat=0
split_feature=4 15 4 42 51 0 0 4
split_gain=2.38498e-05 5.60833e-05 4.11665e-05 3.23883e-05 3.38149e-05 4.08755e-05 9.21761e-05 7.81326e-05
threshold=0.24564500000000003 -0.15026499999999995 0.098655000000000007 0.088465000000000002 -0.082744999999999985 -0.082974999999999979 0.041630000000000007 -0.0016099999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 7 -7 -6
right_child=1 -3 -4 -5 5 6 -8 -9
leaf_value=-0.01288354364912821 0.023742193624539051 -0.0075559449808790206 -0.021278794040994246 -0.016293641386202883 0.035042088398802025 -0.025873656813552845 0.013171212501048794 -0.00097674104912341773
leaf_weight=0.0011066487089394922 0.0012116521021205168 0.0010853980712160324 0.0010290277745058007 0.0010267008862780711 0.0011233700184274721 0.0010084648542178403 0.0015099026878395809 0.0012982350663824642
leaf_count=361 266 160 121 750 560 548 114 241
internal_value=0 0.00895325 -0.00259072 0.000128018 0.00291637 0.00645586 -0.00246407 0.0157322
internal_weight=0 0.00229705 0.00810235 0.00707332 0.00604662 0.00493997 0.00251837 0.00242161
internal_count=3121 426 2695 2574 1824 1463 662 801
is_linear=0
shrinkage=0.1


Tree=3851
num_leaves=7
num_cat=0
split_feature=52 13 2 0 4 16
split_gain=2.28705e-05 4.22983e-05 9.47137e-05 8.64505e-05 7.33305e-05 4.71281e-05
threshold=0.11434500000000002 -0.0034749999999999994 0.11215000000000001 -0.084269999999999984 0.0061450000000000003 0.15273500000000004
decision_type=2 2 2 2 2 2
left_child=1 3 4 -1 -3 -5
right_child=-2 2 -4 5 -6 -7
leaf_value=-0.0065651852259470322 -0.011843446892727498 -0.01011994694019097 -0.029992323430411347 0.036935021007854112 0.017988768065014486 0.0078806753591625939
leaf_weight=0.0018686759901870137 0.0014160972694090617 0.001962259394938532 0.0011199517885433601 0.0011303075549957541 0.0017610798074858846 0.0011031691886729752
leaf_count=945 501 524 161 649 143 198
internal_value=0 0.00183392 -0.00449452 0.00930571 0.00317503 0.0225844
internal_weight=0 0.00894544 0.00484329 0.00410215 0.00372334 0.00223348
internal_count=3121 2620 828 1792 667 847
is_linear=0
shrinkage=0.1


Tree=3852
num_leaves=8
num_cat=0
split_feature=16 15 47 4 2 48 4
split_gain=2.34546e-05 5.44747e-05 7.90743e-05 6.99603e-05 4.97181e-05 6.76062e-05 5.5418e-05
threshold=-0.48836499999999994 -0.14147499999999996 0.10783500000000001 0.052250000000000012 0.10981000000000002 0.082620000000000013 -0.10429499999999998
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=0.011983906752185865 -0.023546315585106919 -0.025362312815659434 0.025641390540993278 -0.026286572970087338 0.019168324133362787 0.015342999006496681 0.0012382478876730412
leaf_weight=0.0014039970353119631 0.0010303283277799226 0.001512527669986951 0.0011102602046034341 0.0010955848516927737 0.0012235699184791745 0.0013262036712523694 0.0016242258393810421
leaf_count=274 307 231 127 236 250 251 1445
internal_value=0 -0.00192086 0.000902285 -0.00314761 0.00131042 -0.00358553 -0.0115884
internal_weight=0 0.0089227 0.00789237 0.00678211 0.00568653 0.00446296 0.00313675
internal_count=3121 2847 2540 2413 2177 1927 1676
is_linear=0
shrinkage=0.1


Tree=3853
num_leaves=10
num_cat=0
split_feature=484 41 3 151 4 133 15 15 4
split_gain=0.000156291 9.59286e-05 0.000113407 8.81631e-05 0.000143061 0.000101687 0.000129587 0.000140849 7.47465e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.12018999999999998 -0.0083949999999999979 0.24564500000000003 0.083950000000000011 1.0000000180025095e-35 -0.016799999999999995 0.033845000000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 8 -5
right_child=1 -3 3 4 -6 -7 -8 -9 -10
leaf_value=-0.00074902758192040995 0.00062147963728533776 -0.00051777533583747875 -0.0003496362329891138 0.00016131215415730966 0.00074311637549028561 0.00042756518827055651 -0.0006656644779119606 0.00064508326383957884 -0.0005762546875439674
leaf_weight=0.0010044241050748649 0.0014510946376411144 0.001018718060425256 0.0018598844702058855 0.0010059649714625417 0.0012143387653709842 0.0016203317193812681 0.0013059323468237699 0.0010762259484637972 0.0011124264173139452
leaf_count=515 193 147 379 265 235 528 672 93 94
internal_value=0 5.70466e-05 0.00011205 3.16566e-05 0.000128335 6.36729e-06 -0.000145276 6.74537e-05 -0.000226005
internal_weight=0 0.0116649 0.0106462 0.0091951 0.00733522 0.00612088 0.00450055 0.00319462 0.00211839
internal_count=3121 2606 2459 2266 1887 1652 1124 452 359
is_linear=0
shrinkage=0.00196078


Tree=3854
num_leaves=10
num_cat=0
split_feature=48 16 52 0 0 0 2 49 2
split_gain=0.00012329 0.000126042 0.000108269 8.14041e-05 0.000153876 0.00010174 0.00013066 8.34512e-05 0.00013008
threshold=0.12737000000000001 -0.49446999999999991 0.11434500000000002 -0.077999999999999986 -0.10607499999999999 -0.053834999999999994 0.096540000000000015 -0.047584999999999995 0.091185000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 7 -5 -7 -3 -9
right_child=-2 2 -4 5 -6 6 -8 8 -10
leaf_value=0.00058941069744404551 -0.00066591909528161111 0.00049192084398205055 -0.00057351994206817432 0.00074429705290206835 -0.00067778927751335272 -0.00039714754111621053 0.00041820252860583955 0.00030444922680283263 -0.00066105204336252491
leaf_weight=0.0014040727592176836 0.0010407761699659972 0.0012585600004180464 0.0012673499040183603 0.0011209837903346214 0.0014175659746155367 0.0013665126702822746 0.0016903605488300881 0.0011565576520518898 0.0010006810037722896
leaf_count=239 96 106 415 422 1223 164 250 102 104
internal_value=0 3.83635e-05 -3.69106e-05 3.85589e-05 -0.000134707 0.00023901 5.3717e-05 9.06736e-05 -0.000143419
internal_weight=0 0.0116826 0.0102786 0.00901122 0.00483336 0.00417786 0.00305687 0.0034158 0.00215724
internal_count=3121 3025 2786 2371 1535 836 414 312 206
is_linear=0
shrinkage=0.00196078


Tree=3855
num_leaves=10
num_cat=0
split_feature=15 15 49 12 15 4 15 15 150
split_gain=8.90534e-05 0.000112535 6.64155e-05 7.6309e-05 0.000257321 0.000162379 9.26433e-05 7.76533e-05 0.000143628
threshold=-0.24436499999999997 -0.11713499999999999 0.0093850000000000027 0.086700000000000013 1.0000000180025095e-35 0.09173000000000002 0.086885000000000004 -0.016799999999999995 0.081835000000000019
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=0.00050081306479558721 -0.00068079071115550289 -0.00066945744148728297 0.00047391032017028039 -0.00035373805493107632 -0.0010573446202875581 0.00079013952822578855 0.00038729028718233508 0.00032254690297885325 0.00026834236096814744
leaf_weight=0.0011989377393704483 0.0010249551449613087 0.001285008576531999 0.0010256505018308324 0.0018454402904916377 0.0010840670600121439 0.0011127449236920254 0.0010001907112618723 0.0017973627495207439 0.0012278222134522823
leaf_count=253 231 91 456 550 387 99 615 255 184
internal_value=0 -6.09659e-05 2.47755e-07 -5.16961e-05 -0.000203416 0.00015506 -9.32792e-05 1.13573e-05 -0.000211229
internal_weight=0 0.0114032 0.0103783 0.00935264 0.00539426 0.00395838 0.00284563 0.00431019 0.00251283
internal_count=3121 2868 2637 2181 917 1264 1165 530 275
is_linear=0
shrinkage=0.00196078


Tree=3856
num_leaves=11
num_cat=0
split_feature=41 15 3 16 1 4 48 43 43 52
split_gain=8.13205e-05 8.19925e-05 6.1542e-05 9.18127e-05 0.00012176 8.37908e-05 0.000167319 0.000101007 8.28292e-05 7.56079e-05
threshold=1.0000000180025095e-35 -0.24436499999999997 -0.12018999999999998 -0.29154999999999992 0.095285000000000022 -0.077679999999999985 0.083985000000000018 -0.0030899999999999994 -0.079584999999999975 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
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right_child=-2 2 3 4 8 6 -8 -9 9 -11
leaf_value=0.00057628110657341556 -0.00052454762663436299 0.00038802906042072335 -0.00056742650769827838 0.00050154237197926955 -0.00013982203853608251 -0.0010612651199100121 3.0149449728217417e-05 -0.00034263235437006177 0.00014251166932978336 0.0008596823770640117
leaf_weight=0.001025261326436812 0.001043525024546175 0.0013319927084710038 0.0012040708509830321 0.0010634617272992717 0.0011330891431177159 0.0010055247212252163 0.0011665698160996318 0.001117623146980251 0.0011039748644338931 0.0011580099470048354
leaf_count=233 173 187 184 503 149 879 262 249 164 138
internal_value=0 4.75145e-05 -5.1992e-06 -6.37066e-05 1.4571e-05 -0.0002025 -0.000475098 6.89736e-05 0.000292901 0.000509663
internal_weight=0 0.0113096 0.0102843 0.00895232 0.00774825 0.00435318 0.00217209 0.00218108 0.00339507 0.00226198
internal_count=3121 2948 2715 2528 2344 1893 1141 752 451 302
is_linear=0
shrinkage=0.00196078


Tree=3857
num_leaves=9
num_cat=0
split_feature=41 3 1 15 16 133 52 3
split_gain=7.63425e-05 9.60084e-05 6.47973e-05 9.50049e-05 7.51588e-05 7.34603e-05 6.372e-05 5.8386e-05
threshold=1.0000000180025095e-35 -0.12018999999999998 0.094385000000000011 -0.0058549999999999991 -0.36241499999999999 0.076280000000000014 -1.0000000180025095e-35 0.10732000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -5 7 -6
right_child=-2 2 4 5 6 -7 -8 -9
leaf_value=0.00048440738332302308 -0.00051351787535600416 -0.00058856358643504729 -0.00032616865132509423 -0.00028166823811842618 0.0003257194009318026 0.00032184296666535293 0.00052261754385996017 -0.0003222903498943459
leaf_weight=0.0016020361584690368 0.001048176974184461 0.0015926791985697618 0.0011249372118539713 0.0016605594680742092 0.0011369724374542273 0.0014547499252370096 0.0017828140013011551 0.0010089479823966463
leaf_count=221 173 895 206 731 247 338 213 97
internal_value=0 3.95197e-05 -3.34931e-05 -0.000199006 0.000120698 1.52207e-07 0.000248653 2.10445e-05
internal_weight=0 0.0113637 0.00976166 0.00470799 0.00505367 0.00311531 0.00392873 0.00214592
internal_count=3121 2948 2727 1964 763 1069 557 344
is_linear=0
shrinkage=0.00196078


Tree=3858
num_leaves=9
num_cat=0
split_feature=41 3 1 133 16 3 160 16
split_gain=0.000108258 9.11307e-05 7.6955e-05 0.000122465 8.56893e-05 8.03546e-05 8.02026e-05 0.000113044
threshold=1.0000000180025095e-35 -0.12018999999999998 0.094385000000000011 0.076280000000000014 -0.36241499999999999 0.013900000000000001 -1.0000000180025095e-35 -0.056919999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 -3 -6 -8
right_child=-2 2 4 -5 6 -7 7 -9
leaf_value=0.00047975510168951147 -0.00060359397666730436 -0.00078710558537773865 -0.00032001764468261656 0.0002165329183245565 -0.00019679958228984725 -0.00015637328707869444 0.00083558728588613111 7.6101981780954774e-05
leaf_weight=0.0015878654822617999 0.0010879782172491395 0.0013812112784386921 0.0012039265663348108 0.0017310436188912163 0.0010297769340427889 0.0017739547540795153 0.001435098900387681 0.0015863651549029337
leaf_count=221 173 1021 206 808 155 135 169 233
internal_value=0 4.29691e-05 -2.54198e-05 -0.000202556 0.00013928 -0.000432484 0.000275771 0.000436833
internal_weight=0 0.0117292 0.0101414 0.00488621 0.00525517 0.00315517 0.00405124 0.00302146
internal_count=3121 2948 2727 1964 763 1156 557 402
is_linear=0
shrinkage=0.00196078


Tree=3859
num_leaves=10
num_cat=0
split_feature=41 13 3 43 3 3 16 15 2
split_gain=8.49491e-05 7.34347e-05 0.000116602 7.16376e-05 0.000118 7.75337e-05 9.50769e-05 4.64473e-05 8.59781e-05
threshold=1.0000000180025095e-35 0.25761500000000009 -0.10831999999999999 -0.067199999999999996 -0.077774999999999983 0.092670000000000016 -0.088159999999999988 -0.095869999999999983 0.11389000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -5 -7 -9
right_child=-2 -3 3 5 -6 7 -8 8 -10
leaf_value=0.00060686147910448481 -0.00053245544614198266 -0.00045455511559204319 -0.00012359036088992412 -1.524183151807683e-05 0.00071524971481660125 -0.00023261838597265122 -0.00077743600522658279 0.00054144934780832571 -0.00018977843937823018
leaf_weight=0.0014852969023460639 0.0010552472177075287 0.0010138503834350903 0.0013122961011889558 0.0013730814654106952 0.0012674333503977023 0.0012353368226081796 0.0011614706815120711 0.001457013125935977 0.0010738661738545485
leaf_count=213 173 94 738 357 398 129 802 131 86
internal_value=0 4.90969e-05 9.83578e-05 1.33086e-05 0.000288536 -9.93779e-05 -0.000364521 7.90555e-05 0.000231185
internal_weight=0 0.0113796 0.0103658 0.0088805 0.00257973 0.00630077 0.00253455 0.00376622 0.00253088
internal_count=3121 2948 2854 2641 1136 1505 1159 346 217
is_linear=0
shrinkage=0.00196078


Tree=3860
num_leaves=8
num_cat=0
split_feature=4 15 15 12 52 15 1
split_gain=2.37338e-05 5.4569e-05 3.58222e-05 3.99714e-05 8.44479e-05 6.13817e-05 4.7782e-05
threshold=0.24564500000000003 -0.15026499999999995 -0.095869999999999983 0.10124000000000001 -0.088204999999999992 -0.03241999999999999 0.080270000000000022
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=-0.020271646421518016 0.023375387138896878 -0.0072817008196495898 -0.015950138198751036 -0.018388610051997767 0.030389551988267562 0.014004017553579938 -0.010062547587265611
leaf_weight=0.0010061540831597356 0.0012246771937092214 0.0011040143049538824 0.0017158028621507802 0.0010279729408700453 0.0011220622382516619 0.0018653535979630043 0.001479118187627573
leaf_count=298 266 160 505 312 339 830 411
internal_value=0 0.0088411 -0.00259588 -0.000129338 0.00290674 0.0101505 0.0033604
internal_weight=0 0.00232869 0.00821646 0.00721031 0.00618234 0.00446653 0.00334447
internal_count=3121 426 2695 2397 2085 1580 1241
is_linear=0
shrinkage=0.1


Tree=3861
num_leaves=8
num_cat=0
split_feature=11 43 2 43 15 12 12
split_gain=2.36481e-05 3.79875e-05 4.83304e-05 4.7175e-05 7.45571e-05 4.51003e-05 4.76792e-05
threshold=0.079915000000000014 -0.04890499999999999 0.089885000000000007 0.05259500000000001 -0.074054999999999996 0.051320000000000005 0.092255000000000018
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=0.024995571869844677 -0.014564500614198551 -0.017462969732876633 0.0098576464205397448 0.018153283543758957 -0.021904877828168027 -0.014339342239175793 0.014981126248672667
leaf_weight=0.0012516198015110535 0.0010157440233145793 0.0017240359520301202 0.0016237504411431348 0.0013128011823380767 0.0013563429367196753 0.0010415963469049159 0.0011862313760590956
leaf_count=286 199 825 211 230 264 690 416
internal_value=0 0.00148909 -0.00332051 0.00235913 -0.00459857 0.00980622 0.00127266
internal_weight=0 0.00949638 0.00601693 0.00429289 0.00298009 0.00347945 0.00222783
internal_count=3121 2922 1530 705 475 1392 1106
is_linear=0
shrinkage=0.1


Tree=3862
num_leaves=9
num_cat=0
split_feature=41 3 1 15 2 16 13 52
split_gain=6.70955e-05 7.06763e-05 5.99647e-05 9.84004e-05 8.79104e-05 5.95646e-05 5.46582e-05 8.31643e-05
threshold=1.0000000180025095e-35 -0.12018999999999998 0.094385000000000011 -0.0058549999999999991 0.091545000000000015 -0.36241499999999999 -0.061684999999999997 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -4 -7 -8
right_child=-2 2 5 4 -6 6 7 -9
leaf_value=0.00042371143140548529 -0.00048330899121108435 -0.00059342673482249146 -0.00027368438806022377 0.00033464473460644137 -0.00032712415346161471 0.00059502101962358243 -0.00022542222652732031 0.00046116445289507091
leaf_weight=0.0015651771894839338 0.0010403700097892021 0.0015297851739152482 0.0011291743461390733 0.0015959049168345213 0.0014944980194779775 0.001157339979460846 0.0014920281200190592 0.0012436285679374237
leaf_count=221 173 895 206 794 275 254 200 103
internal_value=0 3.72364e-05 -2.54974e-05 -0.000186711 1.46178e-05 0.000122812 0.000237817 8.66998e-05
internal_weight=0 0.0112075 0.00964236 0.00462019 0.0030904 0.00502217 0.003893 0.00273566
internal_count=3121 2948 2727 1964 1069 763 557 303
is_linear=0
shrinkage=0.00196078


Tree=3863
num_leaves=9
num_cat=0
split_feature=41 3 1 15 133 160 15 16
split_gain=9.02248e-05 8.82502e-05 5.57846e-05 0.000106392 7.85352e-05 6.2411e-05 9.14713e-05 6.52795e-05
threshold=1.0000000180025095e-35 -0.12018999999999998 0.094385000000000011 -0.0058549999999999991 0.076280000000000014 -1.0000000180025095e-35 -0.053579999999999996 -0.25582999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -4 7 -7
right_child=-2 2 5 4 -6 6 -8 -9
leaf_value=0.00047904211623673416 -0.00054189636991315061 -0.00058425440670904077 -0.00025611774654665489 -0.00025534768606497551 0.00036273649707125368 0.0001256247790448034 -0.0001111223846844235 0.00079139577231134169
leaf_weight=0.0016150513734290136 0.0010672362748014369 0.0015797495032636227 0.0012454452266994504 0.0016616382368131555 0.0015073408038182756 0.0010101154906086559 0.0016055553507859661 0.0012884823527120701
leaf_count=221 173 895 208 731 338 120 199 236
internal_value=0 5.40567e-05 -1.52856e-05 -0.000168572 3.86472e-05 0.000126068 0.000247988 0.000498824
internal_weight=0 0.0115134 0.00989833 0.00474873 0.00316898 0.0051496 0.00390415 0.0022986
internal_count=3121 2948 2727 1964 1069 763 555 356
is_linear=0
shrinkage=0.00196078


Tree=3864
num_leaves=10
num_cat=0
split_feature=41 3 42 151 4 4 13 4 43
split_gain=9.35006e-05 6.85447e-05 6.11202e-05 5.90856e-05 0.000102401 0.000130917 7.1571e-05 0.000148223 9.28547e-05
threshold=1.0000000180025095e-35 -0.12018999999999998 0.091295000000000015 -0.044604999999999992 0.24564500000000003 0.053925000000000008 -0.0034749999999999994 0.0045450000000000013 -0.0030899999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 8 -8 -5
right_child=-2 2 -4 4 -6 -7 7 -9 -10
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leaf_weight=0.0016003655373862244 0.0010808538313521751 0.0015189231901530532 0.0012902135791635705 0.0011476456521331486 0.0011829951879876689 0.001176039801735084 0.0016005096329497984 0.001007936138905173 0.001024156654788347
leaf_count=221 173 401 613 644 188 159 408 63 251
internal_value=0 4.67278e-05 -1.38595e-05 -7.31877e-05 1.52542e-06 -0.000103129 4.10577e-05 -0.000177866 0.000303996
internal_weight=0 0.0115488 0.00994842 0.00865821 0.00713928 0.00595629 0.00478025 0.00260845 0.0021718
internal_count=3121 2948 2727 2114 1713 1525 1366 471 895
is_linear=0
shrinkage=0.00196078


Tree=3865
num_leaves=9
num_cat=0
split_feature=41 15 3 16 0 15 47 4
split_gain=8.66605e-05 8.60578e-05 5.0634e-05 7.94865e-05 0.000100998 0.00013061 8.58512e-05 0.000160212
threshold=1.0000000180025095e-35 -0.24436499999999997 -0.12018999999999998 -0.29154999999999992 -0.10607499999999999 -0.016799999999999995 0.092165000000000011 -0.083854999999999985
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 7 -6
right_child=-2 2 3 4 6 -7 -8 -9
leaf_value=0.0005759826421527735 -0.00055088471112965318 0.00034289337538231425 -0.00052762320887520539 6.7547248376745744e-07 6.5822062988750494e-05 0.00086699295713149518 0.00024618018731332835 -0.00076899475824159414
leaf_weight=0.0010505005971428666 0.001036797922947163 0.001344076974670279 0.0012338243930243584 0.0019969674815754376 0.0018775020794757854 0.0010062169165805444 0.001400464961552324 0.0016699832210711743
leaf_count=233 173 187 184 166 420 68 224 1466
internal_value=0 4.08326e-05 -1.25603e-05 -6.45755e-05 7.27837e-06 0.000290935 -0.000164889 -0.000327169
internal_weight=0 0.0115795 0.010529 0.00918496 0.00795113 0.00300318 0.00494795 0.00354749
internal_count=3121 2948 2715 2528 2344 234 2110 1886
is_linear=0
shrinkage=0.00196078


Tree=3866
num_leaves=9
num_cat=0
split_feature=484 41 3 151 4 42 15 15
split_gain=0.000142522 9.82893e-05 0.000106565 9.00416e-05 0.000110035 9.13533e-05 0.000204327 0.000179428
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.12018999999999998 -0.0083949999999999979 0.24564500000000003 0.083995000000000014 1.0000000180025095e-35 -0.016799999999999995
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=-0.00071368995176539923 0.00059763447042957007 -0.00053342657225233139 -0.00035503929431303437 -0.00033408946718440502 0.00067918939623088162 0.00041274222637145718 -0.00088905067446693354 0.00056030525844458971
leaf_weight=0.0010139096684645679 0.0014726789752441015 0.001005224689156258 0.0018659366362003263 0.0017543902264072408 0.0011680669960704229 0.0016801548317199252 0.001031536279015575 0.0016960619340891199
leaf_count=515 193 147 379 316 235 733 506 97
internal_value=0 5.27101e-05 0.000107936 2.95156e-05 0.000127406 2.28122e-05 -0.00012336 0.000105548
internal_weight=0 0.0116741 0.0106688 0.00919615 0.00733021 0.00616214 0.00448199 0.00345045
internal_count=3121 2606 2459 2266 1887 1652 919 413
is_linear=0
shrinkage=0.00196078


Tree=3867
num_leaves=8
num_cat=0
split_feature=133 42 160 52 49 52 4
split_gain=2.42596e-05 3.63264e-05 8.06171e-05 0.000147169 0.000142434 0.000115825 9.13393e-05
threshold=0.099660000000000012 -0.088934999999999986 -1.0000000180025095e-35 0.077655000000000016 -0.043469999999999995 -0.013374999999999998 0.053180000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 -3 -6
right_child=-2 2 3 -5 6 -7 -8
leaf_value=-0.015917637606992354 -0.014873240189681515 0.0094056158917233106 0.023606233138244448 0.037160152099063801 -0.033584965937398702 -0.037101758878944742 0.0014199961898150515
leaf_weight=0.0010688418740145639 0.0010030536491800216 0.0011035130908135216 0.0017909442122307426 0.0014586552189654427 0.0011889643903988441 0.0010403508383019446 0.0019981402387940373
leaf_count=323 483 296 246 417 577 486 293
internal_value=0 0.00146685 0.00363236 0.00922636 0.00104127 -0.013163 -0.0116388
internal_weight=0 0.00964941 0.00858057 0.0064367 0.00497805 0.00214386 0.0031871
internal_count=3121 2638 2315 1533 1116 782 870
is_linear=0
shrinkage=0.1


Tree=3868
num_leaves=9
num_cat=0
split_feature=41 3 3 49 15 15 0 3
split_gain=7.95343e-05 9.06165e-05 5.99882e-05 5.60509e-05 0.00015361 8.31574e-05 0.000155503 8.531e-05
threshold=1.0000000180025095e-35 -0.12018999999999998 -0.078934999999999991 -0.006494999999999999 -0.074054999999999996 -0.016799999999999995 -0.084144999999999984 0.099930000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 7 -7 -5
right_child=-2 2 3 5 -6 6 -8 -9
leaf_value=0.00047650660757394159 -0.00051585757003702192 -0.0003444187576551046 0.00028682896062556996 0.00025325613843158557 -0.00068336989127884345 0.00099082146038272458 1.6527585624310089e-05 -0.00040045588999006458
leaf_weight=0.0015925308050449291 0.0010734125596691272 0.0018636074113221731 0.001253537931140046 0.0015726267125289149 0.0012561441485937899 0.0010563247098978601 0.0015599046632893852 0.0014991866558649453
leaf_count=221 173 1385 158 478 142 78 341 145
internal_value=0 4.1914e-05 -2.68743e-05 4.53138e-05 -0.000198774 0.00015301 0.000409907 -6.57855e-05
internal_weight=0 0.0116539 0.0100613 0.00819772 0.00250968 0.00568804 0.00261623 0.00307181
internal_count=3121 2948 2727 1342 300 1042 419 623
is_linear=0
shrinkage=0.00196078


Tree=3869
num_leaves=9
num_cat=0
split_feature=41 157 160 1 4 15 0 16
split_gain=9.323e-05 7.1918e-05 9.31136e-05 0.000100278 0.000157731 0.000125801 0.000164015 6.90704e-05
threshold=1.0000000180025095e-35 -0.072409999999999988 -1.0000000180025095e-35 0.094385000000000011 -0.0029599999999999995 -0.053579999999999996 -0.11173999999999999 -0.078844999999999985
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 7 6 -5 -4
right_child=-2 2 3 5 -6 -7 -8 -9
leaf_value=0.00049679138218279985 -0.00056646415778530839 -0.00044592678080696555 0.00049244756361585648 0.0001434612475269989 -0.00064024948883769609 -0.00013143580391818046 0.0011886238681584659 -0.00010533991486762398
leaf_weight=0.0012049608212192286 0.0010512423148525884 0.0015881578782209827 0.0012222527832679389 0.0013601957893993582 0.001526576135092422 0.0015526133159180079 0.0010028909802703143 0.0018956683811240964
leaf_count=406 173 641 552 146 302 238 218 445
internal_value=0 4.38951e-05 -9.87936e-06 7.10197e-05 -0.000123842 0.000302149 0.000587027 0.000128998
internal_weight=0 0.0113533 0.0101484 0.0085602 0.0046445 0.0039157 0.00236309 0.00311792
internal_count=3121 2948 2542 1901 1299 602 364 997
is_linear=0
shrinkage=0.00196078


Tree=3870
num_leaves=11
num_cat=0
split_feature=484 41 3 1 3 133 2 3 16 12
split_gain=0.000133259 9.3147e-05 0.000124984 8.88611e-05 0.000119755 9.95868e-05 0.000108744 0.000100707 7.00563e-05 2.92928e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.12018999999999998 0.10089500000000001 0.11296500000000002 0.076280000000000014 0.092365000000000017 0.013900000000000001 -0.071854999999999988 0.09141500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 9 6 7 -4 -6 -5
right_child=1 -3 3 4 8 -7 -8 -9 -10 -11
leaf_value=-0.00068032579276270516 0.00063016308682792169 -0.00051081345030300879 -0.0004998225725387404 0.00075185801611400065 0.0002525448028040389 0.00021428809186503772 -0.00088940940897320217 0.00031033031594970205 -0.0004642902680906492 0.00030138182554401654
leaf_weight=0.0010516462658458998 0.0014826425140010728 0.0010494482849921433 0.0012683993953657626 0.0011928461761707924 0.0010352928797790206 0.0018325268455980973 0.0010172092606278685 0.0011028057445766348 0.001061701990707653 0.001037839572624967
leaf_count=515 193 147 731 244 140 629 287 72 54 109
internal_value=0 4.73998e-05 0.000100505 1.82633e-05 0.000226023 -0.000153951 -0.000353102 -0.000123035 -0.000110387 0.000542271
internal_weight=0 0.0120807 0.0110313 0.00954862 0.00432768 0.00522094 0.00338841 0.00237121 0.00209699 0.00223069
internal_count=3121 2606 2459 2266 547 1719 1090 803 194 353
is_linear=0
shrinkage=0.00196078


Tree=3871
num_leaves=8
num_cat=0
split_feature=14 484 49 4 15 4 0
split_gain=2.15524e-05 4.16558e-05 4.56424e-05 6.33408e-05 5.049e-05 4.40389e-05 7.42948e-05
threshold=-1.0000000180025095e-35 0.084040000000000017 0.0093850000000000027 -0.35136499999999998 0.088345000000000021 0.0061450000000000003 -0.13027499999999997
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=-0.01380905302838252 -0.024523634048321766 0.020608524840927993 0.018654323427988621 -0.016263894732148575 0.017186268041371976 0.021742120299147464 -0.0098110860577297898
leaf_weight=0.0010335990034569887 0.0012116376893139711 0.0010093638020160526 0.0010529887385098266 0.0019025352911378737 0.0014012845998006406 0.0012614860455583757 0.0018269594290685051
leaf_count=161 169 338 475 959 634 117 268
internal_value=0 0.00138354 -0.000858024 -0.00356009 0.000413491 -0.00429569 0.00307693
internal_weight=0 0.00966626 0.00865689 0.0076039 0.00639227 0.00499098 0.00308845
internal_count=3121 2960 2622 2147 1978 1344 385
is_linear=0
shrinkage=0.1


Tree=3872
num_leaves=9
num_cat=0
split_feature=484 41 3 151 4 2 1 13
split_gain=0.00016151 7.73621e-05 9.53108e-05 7.44003e-05 0.000123985 0.000107709 0.00012627 6.44328e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.12018999999999998 -0.0083949999999999979 0.24564500000000003 0.10327000000000001 0.080000000000000016 -0.0025349999999999995
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=-0.00076564997529337598 0.00056719241386690732 -0.00046611382282081023 -0.00031634595853091257 0.00059311890416848879 0.00070372768223902072 -0.00040780041043971384 0.00027344374297371684 -0.00033276742655699142
leaf_weight=0.0010146289374795463 0.0014448198059550362 0.0010211216338498483 0.0019344858570939927 0.0016727822162666628 0.0011614285041453096 0.0017422435118090883 0.0011312328065080336 0.001668090263742575
leaf_count=515 193 147 379 876 235 295 330 151
internal_value=0 4.96602e-05 9.86294e-05 2.59151e-05 0.000115682 5.77914e-06 0.000166902 -8.77918e-05
internal_weight=0 0.0117762 0.0107551 0.00931026 0.00737578 0.00621435 0.00447211 0.00279932
internal_count=3121 2606 2459 2266 1887 1652 1357 481
is_linear=0
shrinkage=0.00196078


Tree=3873
num_leaves=9
num_cat=0
split_feature=48 16 52 0 0 49 13 16
split_gain=3.26069e-05 8.95556e-05 6.9316e-05 6.17994e-05 6.58901e-05 7.82802e-05 5.12373e-05 9.85456e-05
threshold=0.11951500000000001 -0.49446999999999991 0.11434500000000002 -0.077999999999999986 -0.10607499999999999 -0.047584999999999995 0.0076650000000000008 0.15891500000000003
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 -5
right_child=-2 2 -4 6 -6 -7 -8 -9
leaf_value=0.028740183744590721 -0.017273679300417892 0.023225006864703697 -0.02596587242263337 0.043698069617772894 -0.026527310664670473 -0.011283031078668071 -0.0027616624129057198 -0.00022177847693058655
leaf_weight=0.0010864337236061077 0.0010008015966236428 0.001041566314392825 0.0010377059539499736 0.001011827718902561 0.0011998710552861766 0.0017821626796681094 0.001511316224934476 0.0010318731286117762
leaf_count=231 114 106 413 368 1222 203 232 232
internal_value=0 0.00168452 -0.00172693 0.001592 -0.0068961 0.00144567 0.0111989 0.0215228
internal_weight=0 0.00970276 0.00861632 0.00757862 0.0040236 0.00282373 0.00355502 0.0020437
internal_count=3121 3007 2776 2363 1531 309 832 600
is_linear=0
shrinkage=0.1


Tree=3874
num_leaves=8
num_cat=0
split_feature=1 43 3 0 0 52 16
split_gain=2.15413e-05 5.2224e-05 3.71425e-05 6.00139e-05 7.79166e-05 3.97726e-05 2.47051e-05
threshold=0.077565000000000009 0.093175000000000022 0.083060000000000009 -0.062294999999999996 -0.10607499999999999 -0.0064899999999999992 0.15273500000000004
decision_type=2 2 2 2 2 2 2
left_child=1 6 3 4 -2 -4 -1
right_child=2 -3 5 -5 -6 -7 -8
leaf_value=-0.027337137258300753 0.020523663380968143 0.011004123406133163 -0.014209920190554929 0.029281195855729376 -0.012511391204484058 0.0071300987363418144 -0.005419797192401125
leaf_weight=0.0010262587692822379 0.0012642717516064877 0.0010559182455099798 0.0019518697006873642 0.0011014321518363554 0.0016402837003905394 0.001580603333798225 0.0010309259203604862
leaf_count=1236 198 191 196 305 596 190 209
internal_value=0 -0.00707427 0.00281363 0.00940505 0.00186784 -0.00466134 -0.0163536
internal_weight=0 0.0031131 0.00753846 0.00400599 0.00290456 0.00353247 0.00205718
internal_count=3121 1636 1485 1099 794 386 1445
is_linear=0
shrinkage=0.1


Tree=3875
num_leaves=9
num_cat=0
split_feature=11 43 13 15 48 15 4 4
split_gain=2.32162e-05 3.27513e-05 4.71467e-05 6.18649e-05 5.82323e-05 4.29521e-05 6.22141e-05 1.18297e-05
threshold=0.079915000000000014 -0.04890499999999999 -0.095304999999999987 -1.0000000180025095e-35 0.085845000000000019 -0.053579999999999996 -0.068329999999999988 -0.072334999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 5 7 4 -4 -1 -7 -3
right_child=-2 2 3 -5 -6 6 -8 -9
leaf_value=0.026035247381833122 -0.014437158975581569 0.017253160532563865 0.012498889281356259 -0.027315941610327202 -0.016425550201036958 0.016449228747662688 -0.015563550750480921 0.0019314064653200673
leaf_weight=0.0010543178890871099 0.0010168298101102405 0.0010015093389105084 0.0015123223215883969 0.0012846169953405658 0.0012895507082093583 0.0013351616243728064 0.0011132505030896406 0.0010142365603774562
leaf_count=658 199 81 279 797 168 317 417 205
internal_value=0 0.00145279 -0.00297131 -0.00914471 -0.000813467 0.00916019 0.00189357 0.00954391
internal_weight=0 0.00960497 0.00610224 0.00408649 0.00280187 0.00350273 0.00244841 0.00201575
internal_count=3121 2922 1530 1244 447 1392 734 286
is_linear=0
shrinkage=0.1


Tree=3876
num_leaves=10
num_cat=0
split_feature=484 41 4 150 2 0 16 13 0
split_gain=0.000152021 9.8179e-05 0.000101015 0.000118058 8.43039e-05 7.86015e-05 9.23043e-05 5.32891e-05 4.25729e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.27044500000000005 0.089910000000000018 0.10097500000000002 -0.060129999999999996 -0.078844999999999985 -0.084034999999999985 0.034820000000000011
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2 -6
right_child=1 -3 -4 -5 8 -7 -8 -9 -10
leaf_value=-0.00073732233587033339 0.00064206703956573748 -0.00052732378170647072 0.00062374028120758002 -0.00049008669712714912 -0.00045427094493290661 0.00057438352702988255 -0.00029483684771514004 4.5636443033885553e-05 7.4909144791716496e-05
leaf_weight=0.001005338303791862 0.0011236961647549326 0.0010105281190020904 0.001302967779358081 0.0013735354599893916 0.0011363739240274192 0.0019908751531784929 0.0014515846584313942 0.0011815174260801197 0.0012035645101455272
leaf_count=515 232 147 295 195 340 152 633 503 109
internal_value=0 5.70358e-05 0.000111895 4.1405e-05 0.000131669 0.000259401 9.24798e-05 0.000336372 -0.000182083
internal_weight=0 0.0117746 0.0107641 0.00946115 0.00808761 0.00574767 0.0037568 0.00230521 0.00233994
internal_count=3121 2606 2459 2164 1969 1520 1368 735 449
is_linear=0
shrinkage=0.00196078


Tree=3877
num_leaves=8
num_cat=0
split_feature=42 49 457 15 4 4 12
split_gain=2.10745e-05 5.12694e-05 6.52769e-05 6.29695e-05 0.000106997 7.59396e-05 2.16098e-05
threshold=0.091735000000000025 -0.00064499999999999985 0.088350000000000026 -0.037864999999999989 -0.084369999999999987 0.24564500000000003 0.091475000000000015
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 5 6 -3 -5
right_child=-2 3 -4 4 -6 -7 -8
leaf_value=-0.022479580239375452 -0.011432233540899233 -0.02523790823992407 0.0095880678137654687 0.0085367658559973424 0.031246171950831084 0.0094037894875004559 -0.012030581646149929
leaf_weight=0.0016309240441937461 0.001414199161174942 0.0011246483073455507 0.0010392928824436844 0.0010366213175534264 0.0019268736450069562 0.0014469737401017488 0.0010072025707641777
leaf_count=449 667 555 122 368 604 215 141
internal_value=0 0.00167871 -0.00999832 0.00644463 0.0143399 -0.00574608 -0.00159888
internal_weight=0 0.00921254 0.00267022 0.00654232 0.0039707 0.00257162 0.00204382
internal_count=3121 2454 571 1883 1113 770 509
is_linear=0
shrinkage=0.1


Tree=3878
num_leaves=8
num_cat=0
split_feature=1 4 15 15 3 12 15
split_gain=2.12433e-05 5.07577e-05 2.89159e-05 6.79348e-05 5.83268e-05 6.77659e-05 3.07565e-05
threshold=0.077565000000000009 -0.083854999999999985 1.0000000180025095e-35 -0.018314999999999994 0.097915000000000016 0.093535000000000021 -0.097454999999999986
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=0.0032343147014196379 0.032510372572068499 -0.022987901533398181 -0.0092173808516291065 0.029500890997406423 -0.013378931329712393 -0.011098645659283056 0.0080490272134573493
leaf_weight=0.0018875658736462228 0.001001412835124769 0.0012122737025062876 0.0015750426247353845 0.001020411422062867 0.0017681659566821661 0.0010672715146059992 0.0010561056704999809
leaf_count=353 236 1283 433 228 210 161 217
internal_value=0 -0.00702057 0.00282313 0.00603016 0.00113541 0.00934836 0.0199546
internal_weight=0 0.00309984 0.00748841 0.00591337 0.00489296 0.00312479 0.00205752
internal_count=3121 1636 1485 1052 824 614 453
is_linear=0
shrinkage=0.1


Tree=3879
num_leaves=9
num_cat=0
split_feature=41 3 1 15 16 133 13 52
split_gain=0.000129638 0.000113516 8.45892e-05 0.000128198 9.49753e-05 8.91962e-05 7.62346e-05 9.58041e-05
threshold=1.0000000180025095e-35 -0.12018999999999998 0.094385000000000011 -0.0058549999999999991 -0.36241499999999999 0.076280000000000014 -0.061684999999999997 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -5 -6 -8
right_child=-2 2 4 5 6 -7 7 -9
leaf_value=0.00053107028719974795 -0.00066363812364173501 -0.00066505857824178882 -0.00034269757407932817 -0.0002946029951199594 0.0006871786592261345 0.00035333571886469437 -0.00021872816238176758 0.00050558429977064613
leaf_weight=0.0016016506800615163 0.0010810884674688293 0.0016306674266828363 0.0012030706028612684 0.0017515563709858471 0.0012515462973206504 0.0015306778679952744 0.0015647242166445209 0.0012735095281557122
leaf_count=221 173 895 206 731 254 338 200 103
internal_value=0 4.57588e-05 -3.04041e-05 -0.000215689 0.00014158 7.56479e-06 0.000284038 0.000106269
internal_weight=0 0.0118074 0.0102058 0.0049129 0.00529285 0.00328223 0.00408978 0.00283823
internal_count=3121 2948 2727 1964 763 1069 557 303
is_linear=0
shrinkage=0.00196078


Tree=3880
num_leaves=9
num_cat=0
split_feature=1 42 151 42 484 2 13 4
split_gain=2.25386e-05 7.87395e-05 4.82834e-05 5.56071e-05 5.82416e-05 6.15501e-05 7.73972e-05 0.000142318
threshold=0.12337000000000002 0.091735000000000025 -0.081154999999999991 0.08623500000000002 0.073690000000000019 0.11144000000000001 -0.0039049999999999992 0.0061450000000000003
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=-0.018911852478080776 0.01032153583319044 -0.028217807034093802 -0.030211874450242589 0.024619163615830914 0.021750521052463626 0.015797448488899257 -0.023713097684533127 0.027329420211167306
leaf_weight=0.0010271692876521387 0.0017458310958773276 0.0010218797927268155 0.0013138745532612147 0.0011287362598413836 0.0010360928461467488 0.0011321060703029097 0.0011522123649788871 0.0010386864329196555
leaf_count=351 294 576 600 430 167 172 437 94
internal_value=0 -0.00211087 0.00129679 0.00434862 0.000315444 -0.00447414 -0.0110222 0.000485725
internal_weight=0 0.00885076 0.00782888 0.00680171 0.00567297 0.00463688 0.00350477 0.0021909
internal_count=3121 2827 2251 1900 1470 1303 1131 531
is_linear=0
shrinkage=0.1


Tree=3881
num_leaves=9
num_cat=0
split_feature=41 3 1 15 133 16 12 3
split_gain=9.31455e-05 8.94402e-05 6.08753e-05 0.0001051 7.9554e-05 7.35834e-05 5.93704e-05 6.31103e-05
threshold=1.0000000180025095e-35 -0.12018999999999998 0.094385000000000011 -0.0058549999999999991 0.076280000000000014 -0.36241499999999999 0.051320000000000005 0.12178000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -4 7 -7
right_child=-2 2 5 4 -6 6 -8 -9
leaf_value=0.00048144545901819172 -0.00055984918412400116 -0.00060121879698953734 -0.00030736838349147022 -0.00027118383259768495 0.00035996201668796771 0.00070216928104766202 -9.8048685425174714e-05 9.1722455563993959e-05
leaf_weight=0.0015681428693710723 0.0010642495750585587 0.0015537871226866721 0.0011574409156382501 0.0016409086597284283 0.0014430804005543323 0.0014247646373756291 0.001235846076591259 0.0011991370082745922
leaf_count=221 173 895 206 731 338 223 219 115
internal_value=0 4.71131e-05 -2.34304e-05 -0.000185369 2.41461e-05 0.000126262 0.000256297 0.000423192
internal_weight=0 0.0112231 0.00965496 0.00463778 0.00308399 0.00501719 0.00385975 0.0026239
internal_count=3121 2948 2727 1964 1069 763 557 338
is_linear=0
shrinkage=0.00196078


Tree=3882
num_leaves=10
num_cat=0
split_feature=484 4 39 12 16 52 4 15 51
split_gain=0.000171426 0.000126222 7.51054e-05 8.1494e-05 9.87684e-05 9.48576e-05 0.000124169 8.3394e-05 0.000217447
threshold=-1.0000000180025095e-35 0.27044500000000005 0.094095000000000026 0.10645 -0.014034999999999997 0.091275000000000009 -0.033174999999999989 0.088345000000000021 0.081440000000000026
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 7 6 -6 8 -2
right_child=1 -3 -4 -5 5 -7 -8 -9 -10
leaf_value=-0.00076315122599049715 -0.00069049871389380432 0.00052056911876519974 -0.0005388342708889742 -0.00048795388930507951 -0.00029910461747133639 0.00082931506587570502 0.00054630943689364846 0.00038251314065286003 0.00030983990358632752
leaf_weight=0.001063295980067284 0.0019113771892152094 0.0019101289254830683 0.001000538503674279 0.0010475706581145232 0.0013075188874622278 0.0010457516709574417 0.0013654725008726768 0.0010349970535016547 0.0014841622619349542
leaf_count=515 589 346 85 196 296 90 369 432 203
internal_value=0 5.79934e-05 -2.86542e-05 2.6849e-05 9.30257e-05 0.000328644 0.000132767 -0.000104739 -0.000253259
internal_weight=0 0.0121075 0.0101974 0.00919685 0.00814928 0.00371874 0.00267299 0.00443054 0.00339554
internal_count=3121 2606 2260 2175 1979 755 665 1224 792
is_linear=0
shrinkage=0.00196078


Tree=3883
num_leaves=7
num_cat=0
split_feature=3 15 52 2 15 16
split_gain=2.24357e-05 4.42315e-05 6.22444e-05 9.33972e-05 4.93787e-05 4.46151e-05
threshold=0.13524500000000003 -0.11713499999999999 -0.088204999999999992 0.092755000000000018 -0.031204999999999997 -0.071854999999999988
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5
right_child=-2 2 3 5 -6 -7
leaf_value=-0.017860589977734192 0.010804056560679207 -0.014404608122124017 0.029162846871609079 -0.025615703249020662 0.0055278152838427429 0.0040091225397313277
leaf_weight=0.0014730893643779058 0.0016099327711631981 0.0019297196692040063 0.0016065119634280003 0.0010089219094527278 0.0019653344594313216 0.0010246325049651692
leaf_count=397 192 593 310 267 1068 294
internal_value=0 -0.0020125 0.00108575 0.00641847 0.0161582 -0.0106889
internal_weight=0 0.00900821 0.00753512 0.0056054 0.00357185 0.00203355
internal_count=3121 2929 2532 1939 1378 561
is_linear=0
shrinkage=0.1


Tree=3884
num_leaves=9
num_cat=0
split_feature=41 3 151 160 2 2 43 150
split_gain=0.000100819 7.53984e-05 6.1489e-05 0.000114268 9.1129e-05 0.000128712 8.105e-05 6.67712e-05
threshold=1.0000000180025095e-35 -0.12018999999999998 -0.0083949999999999979 -1.0000000180025095e-35 0.11411 0.099185000000000009 -0.074359999999999996 0.081835000000000019
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 7 -4 5 6 -5 -3
right_child=-2 2 3 4 -6 -7 -8 -9
leaf_value=0.0004467007854224761 -0.00059138347851486989 -0.00066085503561156417 -0.00045509891301739663 0.0003830676545098336 -0.00034000803470045322 0.00081401436930553901 -0.00017679237593245327 4.4804081846396156e-05
leaf_weight=0.0015662652341946184 0.0010371511398334426 0.001059019596400845 0.0013480655050953231 0.0019992573864688339 0.0011010169614805894 0.0013066164952058286 0.0019774776785266893 0.0010045598304897659
leaf_count=221 173 250 668 339 231 183 813 243
internal_value=0 4.72437e-05 -1.66247e-05 6.36274e-05 0.000173157 0.000280097 0.000104671 -0.000317337
internal_weight=0 0.0113623 0.00979601 0.00773243 0.00638437 0.00528335 0.00397674 0.00206358
internal_count=3121 2948 2727 2234 1566 1335 1152 493
is_linear=0
shrinkage=0.00196078


Tree=3885
num_leaves=10
num_cat=0
split_feature=41 52 157 13 1 0 3 4 1
split_gain=0.000100417 6.74091e-05 7.29484e-05 8.83247e-05 0.000135369 8.43782e-05 7.8496e-05 7.31773e-05 6.65967e-05
threshold=1.0000000180025095e-35 0.15116000000000002 -0.072409999999999988 -0.0034749999999999994 0.08844500000000001 -0.046359999999999991 0.11296500000000002 0.0061450000000000003 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 8 -5
right_child=-2 -3 3 6 -6 -7 -8 -9 -10
leaf_value=0.00056615910664373507 -0.00058688371580237187 -0.00039103137834795709 -0.00047304840534197884 0.00010174497807059945 0.0006760177327610452 0.0003141387141795684 -0.00057102759836049244 0.00028912459175982845 -0.00060310444166029886
leaf_weight=0.0011658006331001633 0.0010287337219268841 0.0011767331668134503 0.0010101964736357228 0.0010429212706131149 0.0017287656720841121 0.0010866758565504725 0.0011665781408616294 0.0018693276341719333 0.001018842420368018
leaf_count=353 173 360 941 247 518 46 73 186 224
internal_value=0 5.3083e-05 0.000104882 4.46175e-05 0.000269804 -6.50993e-05 -0.000124378 8.16878e-06 -0.000246564
internal_weight=0 0.0112658 0.0100891 0.00892331 0.00382564 0.00209687 0.00509767 0.00393109 0.00206176
internal_count=3121 2948 2588 2235 1505 987 730 657 471
is_linear=0
shrinkage=0.00196078


Tree=3886
num_leaves=10
num_cat=0
split_feature=484 4 150 42 156 42 15 15 12
split_gain=0.000175042 7.33939e-05 6.74886e-05 7.44997e-05 8.85784e-05 9.28466e-05 9.9716e-05 0.000102768 0.000101317
threshold=-1.0000000180025095e-35 0.27044500000000005 0.089910000000000018 0.091735000000000025 0.084085000000000007 0.083995000000000014 0.024640000000000006 -0.037864999999999989 0.051320000000000005
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=-0.00076595565675077304 -0.00013841996896611322 0.00042584385105374448 -0.00041037445863389949 -0.00039688530512525409 -0.00040359808904667099 0.00067381073073631732 -0.00042948895077274835 0.00089279729255388603 8.5899890247431233e-05
leaf_weight=0.0010465364761837502 0.0016255877191748511 0.0018811439160613683 0.0013145643393988856 0.0011553683636557231 0.0010047337459481789 0.0013775245244027103 0.0010779450553375603 0.0012301266500223777 0.00116477614433513
leaf_count=515 344 346 197 426 215 392 526 71 89
internal_value=0 7.06633e-05 3.51721e-06 6.6519e-05 0.00013809 0.000222132 0.000100095 0.000242083 0.000500358
internal_weight=0 0.0118318 0.00995063 0.00863606 0.00748069 0.00647596 0.00509844 0.00402049 0.0023949
internal_count=3121 2606 2260 2063 1637 1422 1030 504 160
is_linear=0
shrinkage=0.00196078


Tree=3887
num_leaves=12
num_cat=0
split_feature=484 43 40 48 4 13 43 0 15 4 43
split_gain=0.000140768 0.000132832 0.000129441 0.000110491 0.00015519 9.05552e-05 0.000167487 0.000146001 0.000124564 0.00010929 4.66675e-05
threshold=-1.0000000180025095e-35 0.16180500000000003 -0.074429999999999982 0.11951500000000001 0.40473500000000007 0.17001000000000002 -0.074359999999999996 -0.084144999999999984 -0.095869999999999983 0.0052350000000000009 -0.092909999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 10 8 -8 -10 -4
right_child=1 -3 3 -5 -6 -7 7 -9 9 -11 -12
leaf_value=-0.00069685804086283044 0.00076001567261270854 -0.00062853712311101691 0.00026371422371418028 -0.00057586653837410817 0.00082140211169454396 -0.00045316469293319616 -0.00041189393594622122 -0.00060943426624114356 -1.5670903766367703e-05 0.00085872344402194046 0.00083337650761831255
leaf_weight=0.0010591155184072843 0.001063184372484237 0.0010245291926109156 0.0010870644022301481 0.0010059957594284004 0.0010417714376231907 0.0013166025776962242 0.0010875260021402456 0.0014853806939840019 0.0011586888785975952 0.0010454245475243504 0.0011251553520316097
leaf_count=515 225 201 216 72 193 106 129 680 325 65 394
internal_value=0 4.77904e-05 0.000108483 4.15791e-05 0.000108029 1.85532e-05 0.000107413 -9.91443e-05 0.000131128 0.00039906 0.00055345
internal_weight=0 0.0124413 0.0114168 0.0103536 0.00934761 0.00830584 0.00698924 0.00477702 0.00329164 0.00220411 0.00221222
internal_count=3121 2606 2405 2180 2108 1915 1809 1199 519 390 610
is_linear=0
shrinkage=0.00196078


Tree=3888
num_leaves=9
num_cat=0
split_feature=484 41 3 133 1 0 3 15
split_gain=0.000136702 0.000103198 0.000104036 9.04722e-05 0.000137126 9.76044e-05 8.00446e-05 7.60037e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.12018999999999998 0.083950000000000011 0.095285000000000022 -0.13455999999999999 0.083060000000000009 -0.074054999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -6 -8
right_child=1 -3 3 -5 6 -7 7 -9
leaf_value=-0.00067983221100334588 0.00060351518317341784 -0.00053877264509445504 2.7212077767120668e-05 0.00041880423109562392 0.00047449693668745257 -0.00067942959959731023 0.00027152048710206883 -0.00037078234724271088
leaf_weight=0.001062456255749091 0.0014254507814510887 0.001033575297395368 0.0013055456791859475 0.0019042882700605092 0.0018225223868855419 0.0017708388835509883 0.001405095155960018 0.0014282774754019731
leaf_count=515 193 147 84 745 237 948 136 116
internal_value=0 5.37405e-05 0.000109102 3.59675e-05 -5.83166e-05 -0.000379547 0.000153937 -5.22586e-05
internal_weight=0 0.0120956 0.011062 0.00963657 0.00773228 0.00307638 0.0046559 0.00283337
internal_count=3121 2606 2459 2266 1521 1032 489 252
is_linear=0
shrinkage=0.00196078


Tree=3889
num_leaves=9
num_cat=0
split_feature=133 0 0 16 16 151 1 0
split_gain=2.17123e-05 3.58932e-05 4.70608e-05 9.37292e-05 6.94832e-05 6.81164e-05 0.000118421 2.36043e-05
threshold=0.099660000000000012 1.0000000180025095e-35 -0.053834999999999994 0.0047850000000000011 -0.056919999999999991 -0.0083949999999999979 0.094385000000000011 -0.11756999999999999
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=-0.01942443248404736 -0.014058589991886828 0.014688461789212508 -0.020602403558533502 0.024619390729631221 -0.026719303425508663 -0.01601220202941259 0.012858235263641852 0.034163383969600537
leaf_weight=0.0011678139405635435 0.0010063688603531235 0.0016757939080093301 0.0011014967132916475 0.0014151789570243638 0.0010996874483334296 0.0012241120424370915 0.0010732002483707648 0.0010088746300514358
leaf_count=173 483 292 174 391 557 805 122 124
internal_value=0 0.00136804 -0.00139108 0.00163677 -0.0041986 0.00133688 0.0086702 0.0231817
internal_weight=0 0.00976616 0.00809036 0.00698887 0.00557369 0.004474 0.00330619 0.00208207
internal_count=3121 2638 2346 2172 1781 1224 1051 246
is_linear=0
shrinkage=0.1


Tree=3890
num_leaves=8
num_cat=0
split_feature=48 16 52 0 13 1 0
split_gain=2.26454e-05 8.68834e-05 7.14437e-05 6.10665e-05 8.18659e-05 6.41635e-05 2.34658e-05
threshold=0.11951500000000001 -0.49446999999999991 0.11434500000000002 -0.084269999999999984 -0.076599999999999988 0.094385000000000011 -0.019414999999999998
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=0.028065050348463114 -0.014362086519024382 -0.021333344042629002 -0.026588066840801367 0.029522822012390693 -0.0096510856066115164 0.0059501086761177659 0.0087685235113379237
leaf_weight=0.0010863521219015631 0.0010041669681336548 0.0018181152783879303 0.0010351262925804858 0.0013772829963320877 0.0013644671410945901 0.0016390216581988895 0.0014025822473672756
leaf_count=231 114 846 413 318 765 206 228
internal_value=0 0.00141147 -0.00194114 0.00141514 0.00960137 -0.00839831 -0.000314419
internal_weight=0 0.00972295 0.0086366 0.00760147 0.00414433 0.00345714 0.00276705
internal_count=3121 3007 2776 2363 1311 1052 993
is_linear=0
shrinkage=0.1


Tree=3891
num_leaves=9
num_cat=0
split_feature=1 42 457 151 16 4 3 16
split_gain=2.14519e-05 6.52821e-05 4.59718e-05 8.05273e-05 7.66031e-05 4.25007e-05 5.04925e-05 4.93821e-05
threshold=0.12337000000000002 0.091735000000000025 0.088350000000000026 -0.0077149999999999988 -0.25582999999999995 -0.0029599999999999995 -0.08824499999999999 0.0028900000000000006
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6 -8
right_child=-2 -3 -4 4 5 -7 7 -9
leaf_value=-0.025306103710103112 0.010001736324453366 -0.025723897301675548 0.020967613196921787 0.02494869760338523 -0.014344942034902634 -0.018196490691674332 0.02823701127836007 -0.0028643728537344664
leaf_weight=0.0012098480034193025 0.0017689703035321117 0.0010304991704822982 0.0010094281791419727 0.0012518443205261432 0.0010668138787694658 0.001308246338716232 0.0010087962164919482 0.0010335708216827528
leaf_count=353 294 576 133 152 460 344 610 199
internal_value=0 -0.00205311 0.00103905 -0.00188522 0.0031129 -0.0030751 0.00328751 0.0124977
internal_weight=0 0.00891905 0.00788855 0.00687912 0.00566927 0.00441743 0.00310918 0.00204237
internal_count=3121 2827 2251 2118 1765 1613 1269 809
is_linear=0
shrinkage=0.1


Tree=3892
num_leaves=10
num_cat=0
split_feature=484 4 0 1 15 15 2 151 3
split_gain=0.0001507 5.27086e-05 0.000107722 7.05312e-05 9.50378e-05 0.000164475 7.59762e-05 0.000199511 8.87447e-05
threshold=-1.0000000180025095e-35 -0.49405499999999997 0.062580000000000011 1.0000000180025095e-35 1.0000000180025095e-35 -0.018314999999999994 0.089885000000000007 -0.0083949999999999979 -0.074084999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 8 -8 -5
right_child=1 2 -4 4 -6 -7 7 -9 -10
leaf_value=-0.00072718550445918708 -0.000357970892675342 -0.00031391300704978038 0.00071192795928408251 0.00023602031324114489 -0.00030190169211926873 0.00093214487672736972 -0.00032252895107720781 0.00073109784163393951 -0.00055221216123438398
leaf_weight=0.0010223636851602316 0.0010637901159660746 0.0017993069326994867 0.001000994246285033 0.0010152041013748205 0.0016418618012534227 0.0010588073729120373 0.0011806282398658802 0.0016659655623536404 0.0011962248002990493
leaf_count=515 133 1238 91 136 367 115 130 229 167
internal_value=0 5.80344e-05 9.99458e-05 3.58539e-05 0.000116968 0.0002294 8.22922e-05 0.000294105 -0.000190357
internal_weight=0 0.0116228 0.010559 0.009558 0.00775869 0.00611683 0.00505802 0.00284659 0.00221143
internal_count=3121 2606 2473 2382 1144 777 662 359 303
is_linear=0
shrinkage=0.00196078


Tree=3893
num_leaves=8
num_cat=0
split_feature=50 484 43 4 43 48 0
split_gain=2.19184e-05 3.86116e-05 5.3981e-05 5.98889e-05 7.55413e-05 9.56025e-05 2.64727e-05
threshold=0.088425000000000017 0.084040000000000017 -0.14968999999999996 -0.27825499999999997 -0.00067499999999999993 0.085875000000000021 -0.11756999999999999
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=0.014609648341168442 -0.012670519163354321 0.018711514197983514 -0.026484311220076391 -0.021064437524380492 0.0085503046217824327 -0.013834377713996347 0.028976679137179481
leaf_weight=0.0017830429163546912 0.0012200190741173582 0.0011539447766260981 0.001084289250213864 0.0013692731477421109 0.0013894459669014092 0.0015131846940418118 0.0011676897372465325
leaf_count=212 560 323 160 1168 155 152 391
internal_value=0 0.00157111 -0.000809927 -0.00502425 -0.000746559 0.00608846 0.0178778
internal_weight=0 0.00946087 0.00830693 0.00652388 0.00543959 0.00407032 0.00255714
internal_count=3121 2561 2238 2026 1866 698 546
is_linear=0
shrinkage=0.1


Tree=3894
num_leaves=12
num_cat=0
split_feature=484 43 40 13 3 0 15 51 0 2 11
split_gain=0.000257752 0.000102616 0.000130608 0.000106569 9.92399e-05 9.80578e-05 9.3234e-05 0.000148876 9.10253e-05 0.00015589 1.3887e-05
threshold=-0.0068949999999999992 0.16180500000000003 -0.074429999999999982 0.17001000000000002 -0.10831999999999999 -0.055064999999999996 0.088345000000000021 0.012085000000000002 -0.10607499999999999 0.11215000000000001 0.078730000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 10 6 7 8 9 -6 -4
right_child=1 -3 3 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=-0.00096803208333512262 0.00077788079205303069 -0.00053553214223256874 0.00067751424769408794 -0.0004537538983282153 0.00052960209607220109 -0.00048699265576209865 0.00063532329774384599 0.00050193921318319947 -0.0006949667036755178 -0.00051689900166693094 0.00035110456544185564
leaf_weight=0.0010012663419416588 0.0010475547441958647 0.0010052659317335245 0.0010028009394466532 0.0013908877872590491 0.0010793003353092951 0.001214086750884232 0.0011160052688827084 0.0015764116146235688 0.0010878331206879283 0.0011102041566532495 0.0010016880857017935
leaf_count=503 225 202 99 115 119 224 427 167 814 82 144
internal_value=0 6.54901e-05 0.000117455 5.20599e-05 0.000128628 2.09866e-05 0.000124296 6.79708e-06 -0.000231368 -1.03389e-06 0.0005144
internal_weight=0 0.012632 0.0116268 0.0105792 0.00918833 0.00718384 0.00596975 0.00485375 0.00327734 0.0021895 0.00200449
internal_count=3121 2618 2416 2191 2076 1833 1609 1182 1015 201 243
is_linear=0
shrinkage=0.00196078


Tree=3895
num_leaves=10
num_cat=0
split_feature=484 4 150 49 12 16 133 43 0
split_gain=0.000123754 6.53802e-05 6.78915e-05 9.2167e-05 8.3955e-05 7.48016e-05 0.000121467 0.000108589 2.08896e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 0.089910000000000018 -0.072814999999999977 -0.040564999999999997 -0.088394999999999987 1.0000000180025095e-35 -0.074359999999999996 -0.084044999999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 7 -7 -9
right_child=1 -3 -4 4 5 6 -8 8 -10
leaf_value=-0.00081104791162792057 0.00039994897636811577 0.00025052717978389552 -0.00057099515084241346 -0.0006956316890716044 -0.00046172082202106167 0.0007286585769530206 -0.00048477556215486471 0.00017392229422725494 -0.00021932466454280351
leaf_weight=0.0010201535831072242 0.0012301624987266103 0.0017495247310579188 0.0013400753981671889 0.0010415250998201892 0.0015615858825626557 0.0011270816573322345 0.001236901640834725 0.0010156062892741748 0.0010628662178247151
leaf_count=515 177 346 197 124 424 188 518 206 426
internal_value=0 -9.81268e-05 -0.000161562 -9.5263e-05 -0.000181727 -9.25801e-05 3.7178e-05 0.00023858 -2.7172e-05
internal_weight=0 0.0113653 0.0096158 0.00827573 0.00704557 0.00600404 0.00444246 0.00320555 0.00207847
internal_count=3121 2606 2260 2063 1886 1762 1338 820 632
is_linear=0
shrinkage=0.00196078


Tree=3896
num_leaves=8
num_cat=0
split_feature=49 42 15 15 4 4 1
split_gain=2.24752e-05 5.99756e-05 5.97601e-05 5.88714e-05 8.65056e-05 8.31933e-05 5.38134e-05
threshold=-0.043469999999999995 0.091545000000000015 -0.040804999999999994 -0.037864999999999989 0.24564500000000003 -0.059649999999999988 0.07863500000000001
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=0.023989893762728684 -0.029167264075706235 -0.024568473901502741 -0.0068279091584195848 0.0088552105006034672 0.0057976242943719569 0.027882499932531085 -0.019491764713659043
leaf_weight=0.0012173507956424708 0.0013280940762278313 0.0010910196739434873 0.0013024339117764805 0.001784637058489448 0.0015144759573202037 0.0014130324071506689 0.0010719485837617703
leaf_count=226 605 614 199 590 232 312 343
internal_value=0 -0.00273712 0.00806069 0.000611842 -0.0105385 0.00803539 -0.00178214
internal_weight=0 0.00820321 0.00251978 0.00711219 0.00284257 0.00426962 0.00285659
internal_count=3121 2696 425 2082 837 1245 933
is_linear=0
shrinkage=0.1


Tree=3897
num_leaves=8
num_cat=0
split_feature=1 4 52 3 0 4 15
split_gain=2.20899e-05 5.32215e-05 5.22194e-05 7.41755e-05 5.41604e-05 8.78972e-05 5.55014e-05
threshold=0.111945 0.24564500000000003 0.10160000000000001 0.090900000000000009 -0.084269999999999984 0.053180000000000012 0.035560000000000008
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=-0.036535207727548875 -0.0034038950304036706 0.023163178956817545 -0.020604778862408718 0.019462759830646142 -0.0093542525693512835 0.0036403386288482355 0.021574057786802932
leaf_weight=0.0011212404542054971 0.0019651028097354274 0.0012235478069106058 0.0013945512107051122 0.001584086913525018 0.0012594305277159059 0.0010588166298912945 0.001075872243106
leaf_count=758 221 276 500 147 506 190 523
internal_value=0 0.00679041 -0.00314707 0.000844388 -0.00568734 -0.0170226 0.0048944
internal_weight=0 0.00318865 0.007494 0.00609945 0.00451536 0.00218006 0.0023353
internal_count=3121 497 2624 2124 1977 948 1029
is_linear=0
shrinkage=0.1


Tree=3898
num_leaves=11
num_cat=0
split_feature=484 47 1 15 42 1 15 2 3 3
split_gain=0.000102426 6.94609e-05 0.000105763 8.23311e-05 0.000145421 9.23427e-05 0.000112206 0.000133914 0.000107159 6.12049e-05
threshold=-1.0000000180025095e-35 0.13148500000000005 0.11230000000000001 1.0000000180025095e-35 0.081660000000000024 1.0000000180025095e-35 -0.070929999999999979 0.090675000000000019 -0.028564999999999997 0.10299500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 8 7 -7 -2 -4
right_child=1 -3 9 4 -6 6 -8 -9 -10 -11
leaf_value=-0.00059329783181850579 -0.00063215685722362535 -0.00043004890622377813 0.00077234471771073742 -0.00079424287561519669 0.00019954108483198111 -0.00038659030356140027 0.00077323346851075636 0.00049235894680480603 0.00020103674491673133 0.00013086150595016433
leaf_weight=0.0010614478070808684 0.0011439599640082 0.0010881246203378334 0.0011890886756241248 0.001212367754357324 0.0010620184357753493 0.0013048666711182304 0.0012553349070694953 0.0013620979679726808 0.0012332576648652637 0.0011016144223253699
leaf_count=515 529 55 241 534 489 147 266 118 84 143
internal_value=0 4.22688e-05 8.95729e-05 -1.04236e-05 -0.000330198 0.000105028 0.000289845 6.23152e-05 -0.000199911 0.000463851
internal_weight=0 0.0119527 0.0108646 0.0085739 0.00227439 0.00629952 0.0039223 0.00266696 0.00237722 0.0022907
internal_count=3121 2606 2551 2167 1023 1144 531 265 613 384
is_linear=0
shrinkage=0.00196078


Tree=3899
num_leaves=8
num_cat=0
split_feature=52 52 160 15 13 2 0
split_gain=2.04206e-05 5.50652e-05 4.2891e-05 6.19753e-05 7.77041e-05 9.00963e-05 7.75382e-05
threshold=-0.28430999999999995 -0.090114999999999987 0.086075000000000013 -0.11713499999999999 -0.0044799999999999987 0.086950000000000013 -0.083914999999999976
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=-0.01323475001168793 0.023371094127033174 -0.015778073528466253 -0.020766642867965562 0.0094005179627508623 0.034190213120982672 0.0012030415991935519 -0.025274612163889893
leaf_weight=0.0010760831700140456 0.001010731016276468 0.0016666464963697994 0.0010005192146068115 0.0013666292616653945 0.0015114392030257005 0.0018310127787692979 0.0012210810449850605
leaf_count=344 304 388 217 699 217 307 645
internal_value=0 0.00129182 -0.00130389 0.0012594 0.00604771 0.0161197 -0.00696188
internal_weight=0 0.00960806 0.00859733 0.00759681 0.00593016 0.00334245 0.00258771
internal_count=3121 2777 2473 2256 1868 524 1344
is_linear=0
shrinkage=0.1


Tree=3900
num_leaves=9
num_cat=0
split_feature=41 3 3 42 0 0 4 1
split_gain=7.06558e-05 8.08752e-05 6.64997e-05 7.16564e-05 5.73074e-05 0.000100293 6.70608e-05 0.00010422
threshold=1.0000000180025095e-35 -0.12018999999999998 -0.078934999999999991 0.08623500000000002 -0.019414999999999998 -0.10151999999999999 0.056795000000000005 0.094465000000000007
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=0.00045979178711881216 -0.00048973395967795744 -0.00036719273207696 -0.00014157036964856064 0.00045155848149567641 0.00032394975856626972 -0.0006697362643064439 -0.00029289504210404214 0.00066721918270269882
leaf_weight=0.0015461376460852118 0.0010451933109117484 0.0017663375097514726 0.0013937631614460164 0.0014263652770714402 0.0013683998844893769 0.0010460720824881867 0.0016835939626626707 0.0010928440423886299
leaf_count=221 173 1385 99 559 124 284 170 106
internal_value=0 4.30818e-05 -2.28143e-05 5.3117e-05 -3.3193e-05 -0.000126883 9.28843e-06 0.000213886
internal_weight=0 0.0113235 0.00977738 0.00801104 0.00658467 0.00521627 0.0041702 0.00248661
internal_count=3121 2948 2727 1342 783 659 375 205
is_linear=0
shrinkage=0.00196078


Tree=3901
num_leaves=8
num_cat=0
split_feature=42 160 43 42 16 0 16
split_gain=2.28661e-05 5.47306e-05 9.65995e-05 8.66428e-05 7.89274e-05 6.96399e-05 0.000207573
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 0.082250000000000004 -0.0064149999999999997 -0.15931499999999996 -0.056919999999999991
decision_type=2 2 2 2 2 2 2
left_child=-1 4 -3 5 -2 -4 -7
right_child=1 2 3 -5 -6 6 -8
leaf_value=-0.010675725402566517 -0.031590589720807305 0.02649560020167854 -0.0092879918034786107 -0.026848042594019475 0.0070807450979896011 0.050738141990947228 -0.0095105723346753171
leaf_weight=0.0017298607365282175 0.0010519647161658979 0.0017500727936356538 0.0017474809911590117 0.0010171077091493223 0.0010591621445554527 0.001025726746836036 0.0012922928810946734
leaf_count=862 537 482 122 515 291 136 176
internal_value=0 0.00188418 0.00623245 -0.00074468 -0.012189 0.00578586 0.0171496
internal_weight=0 0.00894381 0.00683268 0.00508261 0.00211113 0.0040655 0.00231802
internal_count=3121 2259 1431 949 828 434 312
is_linear=0
shrinkage=0.1


Tree=3902
num_leaves=8
num_cat=0
split_feature=3 39 457 3 133 12 2
split_gain=2.2084e-05 5.20767e-05 5.9627e-05 6.55604e-05 5.77459e-05 6.39077e-05 0.000150049
threshold=0.13524500000000003 0.0046100000000000004 0.080930000000000016 0.088060000000000013 1.0000000180025095e-35 0.09334000000000002 0.086590000000000014
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=-0.013180284126722945 0.01069273363810804 0.016086127184401108 0.013735250767413576 -0.029483223956043792 -0.025116613677100715 -0.015403003196981069 0.035573698820734224
leaf_weight=0.0012766317933544196 0.0016005249403849434 0.001346235729235176 0.0013620798887721344 0.0012858959566737216 0.0010432583018530096 0.0014516731278605317 0.0012487452041274694
leaf_count=580 192 335 176 130 923 432 353
internal_value=0 -0.00205394 -0.00523859 -0.00933675 -0.00417646 0.00131655 0.0109275
internal_weight=0 0.00901452 0.00766828 0.0063062 0.00502031 0.00397705 0.00252538
internal_count=3121 2929 2594 2418 2288 1365 933
is_linear=0
shrinkage=0.1


Tree=3903
num_leaves=10
num_cat=0
split_feature=484 1 42 43 133 47 48 15 13
split_gain=0.000116776 7.03185e-05 5.76496e-05 7.95473e-05 9.75018e-05 7.16144e-05 0.000140676 0.000130113 0.000132175
threshold=-1.0000000180025095e-35 0.13559000000000002 -1.0000000180025095e-35 -0.074359999999999996 1.0000000180025095e-35 0.092530000000000015 0.086260000000000017 -1.0000000180025095e-35 -0.095304999999999987
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 -5 -9
right_child=1 -3 3 5 -6 -7 -8 8 -10
leaf_value=-0.00063940216220848879 -0.00034971164707110671 0.00054410333637788604 0.00065903247861036785 0.00063658251833183526 -0.00012040458698988936 -0.00053259376207639921 -0.00052706142112426697 0.00031105706826025476 -0.00054197680082884844
leaf_weight=0.0010296546286347958 0.0015314181103598069 0.0010088969480669474 0.0015728353382217627 0.001651596907663882 0.001015374424396129 0.0010091465724280562 0.0013303586513897167 0.0016271326061061513 0.0012234587086959879
leaf_count=515 779 176 232 203 384 99 112 93 528
internal_value=0 4.87426e-05 3.14887e-06 6.04535e-05 0.000353253 -5.03126e-05 3.31316e-05 0.000198664 -5.50606e-05
internal_weight=0 0.0119702 0.0109613 0.0094299 0.00258821 0.00684169 0.00583255 0.00450219 0.00285059
internal_count=3121 2606 2430 1651 616 1035 936 824 621
is_linear=0
shrinkage=0.00196078


Tree=3904
num_leaves=11
num_cat=0
split_feature=484 42 43 3 2 4 16 151 13 2
split_gain=0.000109668 7.61583e-05 0.000115815 0.000287721 0.000111112 9.06954e-05 8.9221e-05 0.000120824 7.69871e-05 7.2242e-05
threshold=-1.0000000180025095e-35 -0.095859999999999987 -0.074359999999999996 -0.077774999999999983 0.089885000000000007 -0.083644999999999983 0.22339500000000004 -0.0083949999999999979 -0.004174999999999999 0.11215000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 8 -3 7 -6 -4 -9
right_child=1 2 4 -5 6 -7 -8 9 -10 -11
leaf_value=-0.00060708826626114203 -0.00044036449101774003 0.00038281706151012282 -0.00077913021948531616 0.0012505545778923664 -0.00026689395842815182 -0.00041290120349000612 -0.00037415579227907572 0.00075853179218544485 -6.6784037174607091e-05 0.00014994319664453812
leaf_weight=0.0010737644613628252 0.0011191653338667095 0.0011579102890046516 0.0010664830072653734 0.0010514956729392863 0.0012269300499417601 0.0010502004565421915 0.0011051611574671863 0.0015463674911550388 0.0012874838906266259 0.0014559434917845644
leaf_count=515 210 135 600 282 117 413 182 280 184 203
internal_value=0 4.68341e-05 9.66383e-05 0.000406365 -3.46754e-05 4.36517e-06 0.00012191 0.000251539 -0.000389518 0.000463402
internal_weight=0 0.0120671 0.010948 0.00325961 0.00768837 0.00220811 0.0053344 0.00422924 0.00235397 0.00300231
internal_count=3121 2606 2396 830 1566 548 782 600 784 483
is_linear=0
shrinkage=0.00196078


Tree=3905
num_leaves=11
num_cat=0
split_feature=484 42 43 3 2 13 0 2 16 0
split_gain=0.000103685 7.71891e-05 0.000111351 0.000201527 0.00018103 9.6409e-05 8.54336e-05 6.94792e-05 5.68052e-05 0.000126806
threshold=-1.0000000180025095e-35 -0.098769999999999983 -0.074359999999999996 -0.077774999999999983 0.089885000000000007 -0.004174999999999999 -0.077809999999999976 0.093175000000000022 0.22339500000000004 -0.11991499999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 6 5 -4 -3 -6 9 -9
right_child=1 2 4 -5 7 -7 -8 8 -10 -11
leaf_value=-0.00060362861306500668 -0.00046717938163741749 -0.0003486974038839388 -0.00092536847828660063 0.0011204129097722932 0.00060905526180807137 -0.00012107041497619522 0.00042044462696005686 -0.0001351238263688578 -0.00035286440450266329 0.0006792740222124489
leaf_weight=0.0010285311794889429 0.0010300857793914099 0.0010242428303546855 0.0010689276101831045 0.0010185954305580677 0.0010791659195430814 0.0012349796943120763 0.0012125419831235523 0.0018875698702226563 0.001013636344499439 0.0012038945857288624
leaf_count=515 191 415 602 285 121 187 143 171 177 314
internal_value=0 4.55519e-05 9.47122e-05 0.000397466 -3.69058e-05 -0.000494235 6.82479e-05 0.000166333 4.99482e-05 0.000182023
internal_weight=0 0.0117736 0.0107436 0.00325538 0.00748817 0.00230391 0.00223678 0.00518427 0.0041051 0.00309146
internal_count=3121 2606 2415 843 1572 789 558 783 662 485
is_linear=0
shrinkage=0.00196078


Tree=3906
num_leaves=11
num_cat=0
split_feature=484 42 43 3 133 16 48 2 0 0
split_gain=0.00011173 7.71299e-05 0.000121212 0.000265059 0.00012637 9.2493e-05 0.000155115 7.02743e-05 5.81417e-05 4.78034e-06
threshold=-1.0000000180025095e-35 -0.095859999999999987 -0.074359999999999996 -0.077774999999999983 -0.0061299999999999992 0.22339500000000004 0.086260000000000017 0.10699500000000002 -0.077809999999999976 -0.10224499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 8 -4 6 7 9 -3 -6
right_child=1 2 4 -5 5 -7 -8 -9 -10 -11
leaf_value=-0.00063603151450316968 -0.00045461347238085582 -0.00032207408188016459 -0.00063660705749223013 0.0012308949999235664 0.00057892669307160803 -0.00043777629138584733 -0.00024169453714682716 3.8586599952892372e-05 0.00032412482939837373 0.00076994209428382816
leaf_weight=0.0010117650028287741 0.0010835788719615767 0.0010048125510391547 0.0011639455025852117 0.0010323954692785771 0.0010124375007742282 0.0011337339450047459 0.001995801832461461 0.0010021257143438315 0.0011457045067018302 0.001002456203295967
leaf_count=515 210 409 655 282 85 176 158 157 139 335
internal_value=0 4.34348e-05 9.48647e-05 0.000414242 -4.41889e-05 6.79946e-05 0.000182383 0.000462917 2.21934e-05 0.000673961
internal_weight=0 0.011577 0.0104934 0.00318291 0.0073105 0.00614656 0.00501282 0.00301702 0.00215052 0.00201489
internal_count=3121 2606 2396 830 1566 911 735 577 548 420
is_linear=0
shrinkage=0.00196078


Tree=3907
num_leaves=9
num_cat=0
split_feature=484 41 3 1 15 3 133 15
split_gain=9.82287e-05 7.44451e-05 9.41502e-05 7.92106e-05 0.000128722 0.00010838 8.4176e-05 6.67352e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.12018999999999998 0.094825000000000007 -0.0058549999999999991 0.083060000000000009 0.076280000000000014 -0.074054999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -5 -6 -7
right_child=1 -3 3 5 6 7 -8 -9
leaf_value=-0.0005965393798195225 0.00056500248188098465 -0.00046927161227932436 -0.00064122753929271787 0.0005548101554821573 -0.0002428985391707622 0.00025021400561798813 0.00039826804402691977 -0.00036397466216832075
leaf_weight=0.001013604196078711 0.0013842288314029642 0.0010089395757270298 0.0014813225636194013 0.0019190570884268805 0.0016702831927615459 0.0013746046824143487 0.0014890635924383006 0.0013463299778829207
leaf_count=515 193 147 647 396 672 141 293 117
internal_value=0 3.98092e-05 8.79702e-05 1.68199e-05 -0.000164314 0.00019798 5.92961e-05 -5.36891e-05
internal_weight=0 0.0116738 0.0106649 0.00928066 0.00464067 0.00463999 0.00315935 0.00272093
internal_count=3121 2606 2459 2266 1612 654 965 258
is_linear=0
shrinkage=0.00196078


Tree=3908
num_leaves=11
num_cat=0
split_feature=484 42 43 3 4 2 15 13 151 13
split_gain=0.000118244 7.78701e-05 0.000104534 0.000286102 0.000129573 0.000120063 9.78156e-05 0.000154617 0.000120491 7.89919e-05
threshold=-1.0000000180025095e-35 -0.095859999999999987 -0.074359999999999996 -0.077774999999999983 -0.083644999999999983 0.089885000000000007 -1.0000000180025095e-35 -0.097984999999999989 -0.0077149999999999988 -0.004174999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 9 8 -8 -7 -4
right_child=1 2 5 -5 -6 6 7 -9 -10 -11
leaf_value=-0.0006429415136853505 -0.00044956349983420765 0.0004275419024885202 -0.00079435117471328214 0.0012026733825584051 -0.00051759879710906601 -0.0001518073564655367 0.00026008266817570229 -0.00074097730271119647 0.00068079566173483402 -7.3933243503430769e-05
leaf_weight=0.0010570662935070569 0.001128948849670069 0.0011756708460643056 0.0010770770300488786 0.0010944524516098226 0.001060923269728487 0.0010583279524498876 0.0014125226938301594 0.0010226643156258071 0.0018130462034460339 0.0012812279910053767
leaf_count=515 210 135 600 282 413 97 58 301 326 184
internal_value=0 4.08418e-05 9.11917e-05 0.000381197 -2.07834e-05 -3.48407e-05 0.000128756 -0.000160316 0.000373916 -0.00040296
internal_weight=0 0.0121249 0.0109959 0.00333105 0.00223659 0.00766487 0.00530656 0.00243519 0.00287137 0.00235831
internal_count=3121 2606 2396 830 548 1566 782 359 423 784
is_linear=0
shrinkage=0.00196078


Tree=3909
num_leaves=8
num_cat=0
split_feature=1 0 47 4 48 16 1
split_gain=2.2897e-05 6.47036e-05 4.0969e-05 6.83159e-05 8.38509e-05 7.91282e-05 5.53959e-05
threshold=0.077565000000000009 0.062580000000000011 0.087235000000000021 -0.04890499999999999 0.086035000000000014 -0.079504999999999978 0.12337000000000002
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=-0.021007091584537303 -0.010279189328898633 0.0076674059206658877 -0.021289179932038924 0.04654120397247493 -0.0070198020847676845 0.010474840388195497 0.0084953787080415261
leaf_weight=0.0016487869356663367 0.0014689646898746541 0.0015054521377869663 0.0013632855955659534 0.0010451310796786325 0.0011559256475909656 0.00145544598757815 0.0011522113943710634
leaf_count=1565 515 71 222 271 157 242 78
internal_value=0 -0.00732136 0.00280571 0.00793549 0.0152531 0.025549 -0.0076465
internal_weight=0 0.00315424 0.00764096 0.00512547 0.0036565 0.00250058 0.0025155
internal_count=3121 1636 1485 1185 670 513 300
is_linear=0
shrinkage=0.1


Tree=3910
num_leaves=11
num_cat=0
split_feature=484 41 150 4 0 51 16 15 16 1
split_gain=0.000237681 0.000100887 0.000114175 0.000135134 0.000154253 0.000143992 0.000156076 0.000112116 0.00010815 1.56645e-06
threshold=-0.0068949999999999992 1.0000000180025095e-35 0.089910000000000018 -0.49405499999999997 -0.019414999999999998 0.081440000000000026 -0.088394999999999987 -0.0088349999999999974 -0.5048999999999999 0.10984500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 8 9 -5 -8
right_child=1 -3 -4 4 -6 -7 7 -9 -10 -11
leaf_value=-0.00092870466488632311 -0.00047749891240271455 -0.00050492144107645094 -0.00036698683974853083 0.00010584349898330659 0.00079979442619810181 0.0007852757900495928 -2.1195167834158722e-06 0.0006078445907601711 -0.00074633846421091443 -0.00011167900621065512
leaf_weight=0.0010122605619086239 0.0010468946429907566 0.0011176584059547556 0.0016483954828910566 0.001014764923324227 0.0016955070118161398 0.0011379991734522281 0.0010053469182253038 0.0018991322177467104 0.0013139001828678882 0.0010016058477331363
leaf_count=503 123 149 255 99 159 244 392 720 392 85
internal_value=0 5.80474e-05 0.000111535 0.000189517 0.000266521 0.000143884 2.68142e-05 0.000266351 -0.000374982 -5.67971e-05
internal_weight=0 0.0128812 0.0117635 0.0101152 0.00906826 0.00737275 0.00623475 0.00390608 0.00232867 0.00200695
internal_count=3121 2618 2469 2214 2091 1932 1688 1197 491 477
is_linear=0
shrinkage=0.00196078


Tree=3911
num_leaves=9
num_cat=0
split_feature=15 484 160 52 16 15 13 3
split_gain=2.1974e-05 2.36153e-05 5.81729e-05 7.00435e-05 5.91043e-05 9.09612e-05 0.000122318 8.21418e-05
threshold=0.091650000000000023 0.084040000000000017 -1.0000000180025095e-35 0.10347000000000002 0.31475000000000003 -0.095869999999999983 -0.084034999999999985 -0.0087149999999999988
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=-0.020466316072716144 -0.0139489956865449 0.014467206256236671 -0.014303680180663917 0.025906235709718058 -0.022271914169308016 0.040896188545030056 -0.02010344886101988 0.018993805762651032
leaf_weight=0.0012479831872538732 0.0010417239481406255 0.0012001197275953177 0.001865864479648345 0.0011200590322142066 0.0011014927671310635 0.0010794506696153719 0.0010641883383378419 0.0010854951358180687
leaf_count=520 497 336 363 113 260 290 649 93
internal_value=0 0.00132984 -0.000511054 0.00289271 -0.00126714 0.0032739 0.0134306 -0.000361063
internal_weight=0 0.00976465 0.00856453 0.00731655 0.00619649 0.005095 0.00322913 0.00214968
internal_count=3121 2624 2288 1768 1655 1395 1032 742
is_linear=0
shrinkage=0.1


Tree=3912
num_leaves=12
num_cat=0
split_feature=484 42 43 3 133 16 48 4 2 2 1
split_gain=0.000126544 6.58147e-05 0.000124434 0.00019857 0.000127979 0.000119439 0.000168097 9.42674e-05 7.02916e-05 8.06917e-05 2.80028e-05
threshold=-1.0000000180025095e-35 -0.098769999999999983 -0.074359999999999996 -0.077774999999999983 -0.0061299999999999992 0.22339500000000004 0.086260000000000017 -0.083644999999999983 0.10699500000000002 0.08647500000000001 0.10984500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 7 -4 6 8 -3 9 -6 -8
right_child=1 2 4 -5 5 -7 10 -9 -10 -11 -12
leaf_value=-0.00066501648763749889 -0.00041198028652339257 0.00047198323302818419 -0.00062368862623167834 0.0011335146657166064 0.00031990078466283039 -0.00049137719549209157 -0.00046769698152868231 -0.00033595389073111463 6.8565462421281949e-05 0.0010951373926105428 -5.1351600041069715e-06
leaf_weight=0.0010141649660401096 0.0010484510001964016 0.0011838612720314196 0.0011996556972356512 0.0010315355908729323 0.0010503898315011538 0.0011627573354043956 0.0010008785395880415 0.0010455973824526343 0.0010047145664789617 0.0010150257904630114 0.0010118937377040227
leaf_count=515 191 138 661 285 254 176 81 420 157 166 77
internal_value=0 5.68658e-05 0.000102779 0.000422187 -3.71195e-05 7.55477e-05 0.000205237 9.30675e-05 0.000493954 0.000700882 -0.00023515
internal_weight=0 0.0117548 0.0107063 0.00326099 0.00744532 0.00624566 0.0050829 0.00222946 0.00307013 0.00206542 0.00201277
internal_count=3121 2606 2415 843 1572 911 735 558 577 420 158
is_linear=0
shrinkage=0.00196078


Tree=3913
num_leaves=8
num_cat=0
split_feature=1 131 52 52 4 43 47
split_gain=2.40606e-05 3.91254e-05 6.19063e-05 7.32916e-05 3.75515e-05 3.71651e-05 8.20696e-06
threshold=0.090405000000000013 0.07635500000000002 1.0000000180025095e-35 -0.046924999999999988 -0.15764999999999998 -0.0037449999999999996 0.092165000000000011
decision_type=2 2 2 2 2 2 2
left_child=4 2 3 -2 -1 -6 -5
right_child=1 -3 -4 6 5 -7 -8
leaf_value=0.005257565446759033 0.008889288914181049 0.021431232964979108 0.021751426026169807 -0.02475894887364849 -0.026353493826375252 -0.0030244305297634027 -0.012139809306523674
leaf_weight=0.0019314763940721522 0.0018681836543373463 0.0010668235203383581 0.0010623186788956476 0.0010320581469462477 0.0011813507009082844 0.0016183608599175657 0.0010294420761933485
leaf_count=142 358 272 155 252 1307 551 84
internal_value=0 0.00404818 0.000333306 -0.00545669 -0.00546849 -0.0128682 -0.0184574
internal_weight=0 0.00605883 0.004992 0.00392968 0.00473119 0.00279971 0.0020615
internal_count=3121 1121 849 694 2000 1858 336
is_linear=0
shrinkage=0.1


Tree=3914
num_leaves=9
num_cat=0
split_feature=484 41 3 1 3 133 0 15
split_gain=0.000117814 7.59753e-05 8.44469e-05 8.59456e-05 0.000110277 0.000107051 9.00171e-05 6.38827e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.12018999999999998 0.094825000000000007 0.083060000000000009 0.076280000000000014 -0.13455999999999999 -0.074054999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 -4 -6
right_child=1 -3 3 4 7 -7 -8 -9
leaf_value=-0.00064037147792655547 0.00053839186803280345 -0.00046964862001319126 2.7396372044998069e-06 0.00056919196943416405 0.00026290160598715136 0.00023232534066587728 -0.00068673503418094275 -0.00033310603544753624
leaf_weight=0.0010522109939806326 0.0014188513021666906 0.00101049364737204 0.0012840213564711015 0.0019456345117915491 0.0013602576652176623 0.0016714658996832979 0.0016813196891876754 0.0014061676367166653
leaf_count=515 193 147 81 396 141 600 931 117
internal_value=0 4.44203e-05 9.2663e-05 2.5016e-05 0.000211511 -0.000164505 -0.000388186 -4.00477e-05
internal_weight=0 0.0117782 0.0107677 0.00934887 0.00471206 0.00463681 0.00296534 0.00276643
internal_count=3121 2606 2459 2266 654 1612 1012 258
is_linear=0
shrinkage=0.00196078


Tree=3915
num_leaves=10
num_cat=0
split_feature=484 4 150 49 12 42 13 16 0
split_gain=0.000155417 0.000108992 8.90094e-05 0.000125021 7.72198e-05 9.21271e-05 0.000145995 0.000115869 7.71728e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 0.089910000000000018 -0.072814999999999977 -0.040564999999999997 -0.090219999999999981 -0.094514999999999988 -0.074319999999999983 -0.053834999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 -7 -8 -9
right_child=1 -3 -4 4 5 6 7 8 -10
leaf_value=-0.00069859646362490345 0.00058732666541027462 0.00048505295705916172 -0.00047431871683377598 -0.00051506717725312702 0.00057400754211112766 0.00038859434789475773 -0.00079900116889794004 0.00022242375497245862 -0.00046648395815550683
leaf_weight=0.0011396685804536096 0.0014119637924379057 0.0019395450865031605 0.0014363716419361723 0.0011535188787253781 0.0010285600100016466 0.0018379820440788648 0.0011663332866074811 0.0015518163493265049 0.0010469607507643604
leaf_count=515 177 346 197 124 261 143 609 538 211
internal_value=0 5.75936e-05 -2.03747e-05 5.05205e-05 -4.68378e-05 3.46067e-05 -6.44112e-05 -0.000285551 -5.51142e-05
internal_weight=0 0.0125731 0.0106335 0.00919714 0.00778517 0.00663165 0.00560309 0.00376511 0.00259878
internal_count=3121 2606 2260 2063 1886 1762 1501 1358 749
is_linear=0
shrinkage=0.00196078


Tree=3916
num_leaves=10
num_cat=0
split_feature=484 4 150 49 52 13 15 52 15
split_gain=0.000166445 8.4449e-05 8.4404e-05 9.32625e-05 6.22243e-05 0.00014683 0.000141545 7.20174e-05 6.44313e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 0.089910000000000018 -0.072814999999999977 0.091275000000000009 0.0076650000000000008 -0.0058549999999999991 0.11434500000000002 0.079055000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 -6 -8
right_child=1 -3 -4 4 7 -7 8 -9 -10
leaf_value=-0.00075209242559121689 0.00053745578271091057 0.00043925987148079834 -0.00046695834481977702 -0.00038362342921928672 0.00057603758690495676 -0.00072148796955567775 0.00072420264248540945 -0.00013765004057816787 4.6202599500358138e-05
leaf_weight=0.0010686811797891689 0.0013131857048205254 0.0018618368476082435 0.0013737551110723856 0.0016749088491336988 0.0011780236066129194 0.0012867365134038139 0.0010496102022047446 0.0010093851245116339 0.0011074859194064451
leaf_count=515 177 346 197 428 202 266 104 324 562
internal_value=0 5.58558e-05 -1.55771e-05 5.63643e-05 -3.01056e-05 -0.000148396 4.40409e-05 0.000246705 0.000376107
internal_weight=0 0.0118549 0.00999309 0.00861934 0.00730615 0.00511874 0.003832 0.00218741 0.0021571
internal_count=3121 2606 2260 2063 1886 1360 1094 526 666
is_linear=0
shrinkage=0.00196078


Tree=3917
num_leaves=8
num_cat=0
split_feature=159 15 2 12 15 2 2
split_gain=2.34636e-05 4.52149e-05 5.64272e-05 8.5122e-05 6.62215e-05 6.34551e-05 3.55467e-05
threshold=0.090025000000000008 -0.11713499999999999 0.091185000000000002 0.090455000000000021 1.0000000180025095e-35 0.073895000000000002 0.10981000000000002
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=-0.014309920720703457 -0.014727601546544273 -0.011681708196210028 -0.0059563390074116812 0.033698940153769077 -0.023996956576339924 0.018241458764689449 0.015880858878173091
leaf_weight=0.0015544332188638802 0.0010000186871602515 0.0014615172179228066 0.0016415857422627882 0.0013035255219271459 0.0011796715559240717 0.0013757988520539078 0.0013654764994010453
leaf_count=364 390 285 378 399 308 762 235
internal_value=0 0.00134646 0.0042689 0.012546 -0.00391748 0.00282787 0.00395971
internal_weight=0 0.00988201 0.00832758 0.00414084 0.00418673 0.00283732 0.00300706
internal_count=3121 2731 2367 1446 921 1047 613
is_linear=0
shrinkage=0.1


Tree=3918
num_leaves=10
num_cat=0
split_feature=484 41 3 1 15 0 15 0 43
split_gain=0.000171847 7.47338e-05 0.000101528 7.23212e-05 0.000149227 0.000101403 0.000111344 7.70594e-05 4.61905e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.12018999999999998 0.094825000000000007 -0.0058549999999999991 -0.15202999999999997 -0.094549999999999981 -0.082974999999999979 -0.074974999999999986
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -5 -7 -6 -8
right_child=1 -3 3 5 7 6 8 -9 -10
leaf_value=-0.00076074908039109874 0.00058988519792859307 -0.00044701814357854449 -0.00065676730034177288 -0.00019176159550161306 0.00047941053293112246 0.00092802997230350618 -0.0001513316624502023 -0.00014532152501324765 0.00043230859173020353
leaf_weight=0.0010665283310764837 0.0014576358808801012 0.0010190752896433878 0.0014702816136955418 0.0016413989969088372 0.0012440529928834277 0.0010569004272691692 0.0010203827929452477 0.0019473088028273788 0.0010659783709299913
leaf_count=515 193 147 647 115 384 215 150 581 174
internal_value=0 6.07715e-05 0.000108229 3.3906e-05 -0.000139909 0.000203252 0.000409527 9.82108e-05 0.000146866
internal_weight=0 0.011923 0.0109039 0.0094463 0.00466164 0.00478466 0.00314326 0.00319136 0.00208636
internal_count=3121 2606 2459 2266 1612 654 539 965 324
is_linear=0
shrinkage=0.00196078


Tree=3919
num_leaves=7
num_cat=0
split_feature=15 16 2 4 12 0
split_gain=4.19118e-05 3.6883e-05 6.48047e-05 5.96474e-05 5.73585e-05 0.000115893
threshold=-0.24436499999999997 -0.36241499999999999 0.10981000000000002 -0.10429499999999998 0.088305000000000008 -0.12333499999999999
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=0.019330661632609519 -0.015893374236318158 -0.018934028906758851 0.017562907237701226 0.015054890361741303 0.016036942614806631 -0.025849541407071831
leaf_weight=0.0010053958205867878 0.0016206579395634064 0.0018976317633198686 0.001770610105237865 0.0012932305662041819 0.0018037498876907958 0.0014914959410109699
leaf_count=253 248 279 368 125 966 882
internal_value=0 -0.00210065 0.000606638 -0.00402217 0.00214485 -0.00685347
internal_weight=0 0.00987738 0.00825672 0.00648611 0.00458848 0.00278473
internal_count=3121 2868 2620 2252 1973 1007
is_linear=0
shrinkage=0.1


Tree=3920
num_leaves=11
num_cat=0
split_feature=484 1 48 13 3 133 16 52 4 13
split_gain=0.000156348 8.64425e-05 9.5227e-05 0.000103022 0.00014921 7.04611e-05 0.000102846 9.24986e-05 0.000152504 0.000117143
threshold=-1.0000000180025095e-35 0.13559000000000002 0.11376500000000002 0.18141000000000002 -0.10831999999999999 0.076280000000000014 -0.27167499999999994 -0.0064899999999999992 0.0052350000000000009 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 8 -8 -9
right_child=1 -3 -4 -5 5 -7 7 9 -10 -11
leaf_value=-0.00072118805528276588 0.00062572821599007206 0.00059354605910329097 -0.00052044685966167305 -0.0005197302118668132 -0.0006588829003998331 0.00034524925951926242 -0.00068639519363564063 -9.6110533277692675e-05 0.00031851627991708124 0.00080460086829670205
leaf_weight=0.0011007177748917447 0.0018514782338770715 0.0010307022546338146 0.0012062211868839401 0.0010518991510327777 0.0010444939623800303 0.0017668556165374386 0.0013319073101518567 0.0012386109766680442 0.0010293163329015229 0.0010060585284222825
leaf_count=515 235 176 91 116 116 678 293 642 87 172
internal_value=0 4.95074e-05 8.60773e-07 6.17885e-05 0.000127785 3.48885e-06 -0.000103378 2.25952e-05 -0.000248329 0.000307587
internal_weight=0 0.0125575 0.0115268 0.0103206 0.00926872 0.00741724 0.00565039 0.00460589 0.00236122 0.00224467
internal_count=3121 2606 2430 2339 2223 1988 1310 1194 380 814
is_linear=0
shrinkage=0.00196078


Tree=3921
num_leaves=10
num_cat=0
split_feature=484 4 0 1 47 4 16 1 51
split_gain=0.000131013 8.06388e-05 0.000123935 7.00719e-05 8.73426e-05 0.000108166 0.000125478 0.000122432 7.52013e-05
threshold=-1.0000000180025095e-35 -0.49405499999999997 0.056435000000000006 0.077565000000000009 0.13148500000000005 0.24564500000000003 -0.010264999999999998 0.111945 0.081440000000000026
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 8 -7 -5
right_child=1 2 -4 4 -6 7 -8 -9 -10
leaf_value=-0.00065822597291376823 -0.00045413574272962296 -0.00029311339708038855 0.00075873371967435693 -0.00045407311784389012 -0.00040820307850896213 0.00012375670774135409 0.00047773040088868422 0.0010697457978758537 0.00016423174868393048
leaf_weight=0.0010589769804467105 0.0010617481652841322 0.0019082228084433663 0.001031051772113308 0.001781091840800188 0.0010249984753946395 0.0011026147918049292 0.0016517679155389534 0.0010058183621455732 0.0013143767568177412
leaf_count=515 133 1252 102 362 48 84 266 229 130
internal_value=0 6.15253e-05 0.000112127 4.40202e-05 0.000125654 0.000205471 4.13327e-05 0.000575036 -0.000191533
internal_weight=0 0.0118817 0.0108199 0.00978889 0.00788067 0.00685567 0.00474724 0.00210843 0.00309547
internal_count=3121 2606 2473 2371 1119 1071 758 313 492
is_linear=0
shrinkage=0.00196078


Tree=3922
num_leaves=10
num_cat=0
split_feature=43 484 40 13 0 4 2 3 52
split_gain=9.54041e-05 0.000105536 0.000112308 0.000105757 8.50128e-05 0.000127105 0.000113214 8.71069e-05 7.51651e-05
threshold=0.16180500000000003 -1.0000000180025095e-35 -0.074429999999999982 0.18141000000000002 -0.14832499999999996 -0.27825499999999997 0.088850000000000012 -0.078934999999999991 -0.065544999999999978
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 8 -6 7 -7 -4
right_child=-2 2 3 -5 5 6 -8 -9 -10
leaf_value=-0.00054293590657983109 -0.00058388186880159248 0.00071936281312912618 -0.0005112691681526349 -0.00050338776579469469 -0.00033763132098357459 -0.00017431074008064914 0.00078219124013370037 0.00050565212993060229 0.00010780251977421677
leaf_weight=0.001087966688266784 0.0010209941237595494 0.0010130223199470946 0.0013051673642390793 0.001233662051485721 0.001142046537165509 0.0015028311923679053 0.0017743203106465365 0.0013982923533160556 0.0017856963092330019
leaf_count=498 218 225 51 106 171 794 682 227 149
internal_value=0 3.99895e-05 9.6843e-05 3.46635e-05 0.000109175 0.000248794 0.000392037 0.00015342 -0.000153611
internal_weight=0 0.012243 0.011155 0.010142 0.00890835 0.00581749 0.00467544 0.00290112 0.00309086
internal_count=3121 2903 2405 2180 2074 1874 1703 1021 200
is_linear=0
shrinkage=0.00196078


Tree=3923
num_leaves=11
num_cat=0
split_feature=41 457 16 16 4 15 15 3 52 16
split_gain=0.000124418 0.00012416 0.000176043 0.000118571 0.000105201 9.64857e-05 0.000169951 0.000127236 7.31088e-05 3.60947e-05
threshold=1.0000000180025095e-35 -0.0029299999999999994 -0.49446999999999991 -0.18708499999999997 -0.49405499999999997 0.024640000000000006 -0.016799999999999995 0.099930000000000005 -0.078224999999999975 0.066275000000000014
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 7 8 -6 -8
right_child=-2 2 3 4 5 -7 9 -9 -10 -11
leaf_value=-0.00060975661062650469 -0.00062758340342510151 0.0008779644522327112 -0.00046720838053119693 -0.00046923502644058207 0.00074222834087456625 -0.00020525361720968071 0.0010250142676766756 -0.0004251310328809152 7.4214615962478632e-05 0.00050598360748456829
leaf_weight=0.0010018722092083659 0.0011292980269716956 0.0010432337908245328 0.0015500116953364894 0.001027292453694856 0.001002014813688197 0.0017649608310560316 0.001060347468422514 0.0012963491319233911 0.0016960318900173361 0.0010018329873211496
leaf_count=248 173 190 166 141 381 1042 153 88 486 53
internal_value=0 5.21376e-05 0.000110093 3.30588e-05 0.000120689 0.00019817 0.000315733 7.97307e-05 0.000322305 0.000772863
internal_weight=0 0.0124439 0.0114421 0.0103988 0.00884883 0.00782154 0.00605658 0.0039944 0.00269805 0.00206218
internal_count=3121 2948 2700 2510 2344 2203 1161 955 867 206
is_linear=0
shrinkage=0.00196078


Tree=3924
num_leaves=9
num_cat=0
split_feature=484 41 3 3 15 15 1 3
split_gain=0.00014724 8.8354e-05 0.000104647 7.47743e-05 7.07491e-05 0.000107811 0.00010557 0.000153571
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.12018999999999998 -0.078934999999999991 1.0000000180025095e-35 -0.016799999999999995 0.094385000000000011 0.10542000000000001
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=-0.00070613312306069527 0.00059998300425978199 -0.00049183845563127986 -0.00032823465737125487 -0.00045114151584017262 -0.00028341124188918513 0.00059726435900533427 0.00073122073012466655 -0.00013915412194207948
leaf_weight=0.0010654543477951898 0.0014347890326396285 0.0010393997579906051 0.0017976070542546317 0.0012297785766887037 0.0013973543190294417 0.0018827386114729453 0.0013392137023926507 0.0018644647819173743
leaf_count=515 193 147 1126 259 328 115 265 173
internal_value=0 5.44891e-05 0.000106367 3.19034e-05 0.000115832 0.000204158 3.7219e-05 0.000224683
internal_weight=0 0.0119853 0.0109459 0.00951116 0.00771355 0.0063162 0.00443346 0.00320368
internal_count=3121 2606 2459 2266 1140 812 697 438
is_linear=0
shrinkage=0.00196078


Tree=3925
num_leaves=9
num_cat=0
split_feature=484 4 150 156 42 13 42 2
split_gain=0.000137241 9.39742e-05 6.91577e-05 7.48875e-05 9.40802e-05 8.66865e-05 0.000123828 0.000112944
threshold=-1.0000000180025095e-35 0.27044500000000005 0.089910000000000018 0.08426500000000002 0.091735000000000025 -0.14819499999999997 -1.0000000180025095e-35 0.086590000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 -8
right_child=1 -3 -4 -5 -6 6 7 -9
leaf_value=-0.00068095390866562808 -0.00023625824170902629 0.00045494231897124087 -0.00042640862697011154 -0.00045821956658898151 -0.00041318987777235996 -0.00011604527692505596 0.00014361715103569468 0.00085464035627062101
leaf_weight=0.0010668644699461305 0.001385862913672941 0.0018842060898783342 0.0014006797053194081 0.0010124278755346914 0.0011308645768773268 0.0017078081682222346 0.0015838770053809631 0.0018765886844415436
leaf_count=515 77 346 197 245 394 692 349 306
internal_value=0 5.29483e-05 -2.20598e-05 4.30587e-05 0.000109097 0.000199214 0.000315985 0.000529201
internal_weight=0 0.0119823 0.0100981 0.00869743 0.007685 0.00655414 0.00516827 0.00346047
internal_count=3121 2606 2260 2063 1818 1424 1347 655
is_linear=0
shrinkage=0.00196078


Tree=3926
num_leaves=9
num_cat=0
split_feature=15 15 52 13 48 13 15 13
split_gain=3.47146e-05 3.33839e-05 4.85877e-05 9.48264e-05 6.55847e-05 6.50815e-05 5.36614e-05 7.53583e-05
threshold=-0.24436499999999997 -0.095869999999999983 0.11434500000000002 -0.095304999999999987 0.091085000000000013 -0.033284999999999988 1.0000000180025095e-35 0.0076650000000000008
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=0.017427408604541852 -0.013569778356972182 0.023833669253724057 -0.018740355955495176 -0.030501379069623264 0.020099221132650419 0.026691075614491258 -0.019638873021201608 -0.010965248598179987
leaf_weight=0.0010225499880693227 0.0019742094077384647 0.0017916020590770547 0.0010863798727602566 0.0010067650532891684 0.0010056267022343999 0.0010617799181940578 0.0010671674868271866 0.001063987256797373
leaf_count=253 373 191 382 872 143 205 504 198
internal_value=0 -0.00191185 0.000935396 0.00399036 -0.00283944 -0.00833215 -0.00134196 0.00784336
internal_weight=0 0.0100575 0.00808331 0.00699693 0.00520533 0.0041997 0.00319293 0.00212577
internal_count=3121 2868 2495 2113 1922 1779 907 403
is_linear=0
shrinkage=0.1


Tree=3927
num_leaves=10
num_cat=0
split_feature=484 48 4 150 42 13 42 2 43
split_gain=0.000155633 7.11119e-05 0.000159932 0.00010724 9.58278e-05 6.49211e-05 9.55785e-05 9.06286e-05 8.49459e-05
threshold=-1.0000000180025095e-35 0.12230500000000001 0.27834500000000006 0.089910000000000018 0.091735000000000025 -0.14819499999999997 -1.0000000180025095e-35 0.088850000000000012 -0.0030899999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 8 -8
right_child=1 -3 -4 -5 -6 6 7 -9 -10
leaf_value=-0.00071512143341960347 -0.00018956104131519821 -0.00043940694754924305 0.0007105710819894865 -0.00053245124015933944 -0.0004313007824276593 -0.00011418252267923329 0.00054599590109914893 0.00074847911552942351 -0.00019691670900187842
leaf_weight=0.0010969802317898998 0.0015505831514381905 0.0010254472715682935 0.0014398362053172362 0.0012225964592460061 0.0011845187719572133 0.0018282037516184754 0.0011654591175687908 0.0018450165346792606 0.0012020437954511271
leaf_count=515 81 87 300 192 401 750 313 318 164
internal_value=0 5.52461e-05 9.95921e-05 1.16072e-05 8.74022e-05 0.000168339 0.000260207 0.00042269 0.0001688
internal_weight=0 0.0124637 0.0114383 0.00999842 0.00877583 0.00759131 0.00604072 0.00421252 0.0023675
internal_count=3121 2606 2519 2219 2027 1626 1545 795 477
is_linear=0
shrinkage=0.00196078


Tree=3928
num_leaves=12
num_cat=0
split_feature=484 15 15 156 151 150 48 16 16 4 15
split_gain=0.000210868 0.000150142 0.000128602 6.93088e-05 0.000129631 0.000124302 8.90004e-05 0.000140488 9.17632e-05 0.000176389 5.30715e-05
threshold=-0.0068949999999999992 -0.24436499999999997 -0.11713499999999999 0.085790000000000019 -0.077429999999999985 0.087380000000000013 0.081275000000000014 -0.25582999999999995 0.38525000000000004 -0.14723499999999998 0.084050000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 7 -6 9 -9 -11
right_child=1 2 3 -5 5 -7 -8 8 -10 10 -12
leaf_value=-0.00086006302417612258 0.00076682566040065067 -0.00064844026095124566 0.00075296368439829188 -0.00040899203569165092 0.00070796537950031015 -0.00053219820833554413 0.00062563776353966385 -0.00089527517620375792 0.00031117686828082515 0.00027008771765471562 -0.00028569493326756313
leaf_weight=0.0010437656996733586 0.0010499405692362676 0.0010905179289285522 0.0010727533530863293 0.0011023388363737415 0.0010084550241705728 0.0012865711431416568 0.0011646403237925455 0.0011496829460881743 0.0015609513755411573 0.0014862399154723703 0.0011890151950764399
leaf_count=503 232 187 232 320 75 86 143 90 130 294 829
internal_value=0 5.55375e-05 -6.1255e-06 5.7433e-05 0.000109272 3.1208e-05 0.000127102 3.63008e-05 -8.94618e-05 -0.000252962 2.30705e-05
internal_weight=0 0.0131611 0.0121112 0.0110206 0.00991831 0.00884556 0.00755898 0.00639434 0.00538589 0.00382494 0.00267526
internal_count=3121 2618 2386 2199 1879 1647 1561 1418 1343 1213 1123
is_linear=0
shrinkage=0.00196078


Tree=3929
num_leaves=9
num_cat=0
split_feature=15 151 0 160 42 43 2 150
split_gain=2.88941e-05 3.98949e-05 6.63252e-05 9.59927e-05 9.03643e-05 0.000111525 8.55824e-05 4.49024e-05
threshold=-0.24436499999999997 -0.086654999999999982 -0.11756999999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 0.090545000000000014 0.085075000000000026
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 7 -4 -5 -6 -7 -3
right_child=1 2 3 4 5 6 -8 -9
leaf_value=0.015846959267032799 0.017124305030195658 -0.027137296205862329 -0.025133764755144936 -0.015619722144615197 0.038050455123843606 -0.019275461061613638 0.017869607290962677 -0.001280476930493884
leaf_weight=0.0010275287754501943 0.0010077032469947437 0.0016617386176176656 0.0010914159385059709 0.0012782219107858282 0.001367591901612408 0.0010486264158436056 0.0015184470059545984 0.0011271768773839924
leaf_count=253 260 235 660 638 321 350 313 91
internal_value=0 -0.00175432 -0.00384644 0.00183397 0.00748018 0.0149844 0.00269618 -0.0166869
internal_weight=0 0.0101009 0.00909322 0.0063043 0.00521289 0.00393467 0.00256707 0.00278892
internal_count=3121 2868 2608 2282 1622 984 663 326
is_linear=0
shrinkage=0.1


Tree=3930
num_leaves=11
num_cat=0
split_feature=484 43 40 133 4 4 43 0 1 0
split_gain=0.000114289 8.78554e-05 0.000135904 0.000112114 0.000161021 9.19664e-05 0.000118141 0.000136786 0.000221835 7.93498e-05
threshold=-1.0000000180025095e-35 0.16180500000000003 -0.074429999999999982 -0.032969999999999992 -0.27825499999999997 -0.083854999999999985 -0.079329999999999984 -0.15202999999999997 0.095285000000000022 -0.23091999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 -7 9 -9 -8
right_child=1 -3 3 4 5 6 7 8 -10 -11
leaf_value=-0.00061203947042184903 0.00076415748381619653 -0.00050822917547763277 0.00064155537967481462 -0.00066905442875887192 0.00058132440098876588 -0.00045656029642859793 0.00022012387948179408 -0.00022487431427809871 0.00098157444726670114 -0.00045850501402659987
leaf_weight=0.0011130486336340456 0.0010526529053680586 0.001018257502500358 0.0010219197618357217 0.0013495082251561196 0.0011305914633400064 0.0017834065791024279 0.0011466422422731215 0.0010165282800863999 0.0013834285758586558 0.0015686797798831775
leaf_count=515 225 201 407 169 260 471 71 492 233 77
internal_value=0 4.37087e-05 9.27786e-05 2.48285e-05 -4.23705e-05 6.29584e-05 -2.1994e-05 0.000129515 0.00047057 -0.00017193
internal_weight=0 0.0124716 0.0114534 0.0104007 0.00937879 0.00802928 0.00689869 0.00511528 0.00239996 0.00271532
internal_count=3121 2606 2405 2180 1773 1604 1344 873 725 148
is_linear=0
shrinkage=0.00196078


Tree=3931
num_leaves=11
num_cat=0
split_feature=484 1 52 0 4 47 3 2 0 52
split_gain=0.000165487 7.13403e-05 6.61646e-05 8.96007e-05 0.00019016 7.20292e-05 8.39016e-05 0.000102911 5.69209e-05 5.00149e-05
threshold=-1.0000000180025095e-35 0.13559000000000002 0.11434500000000002 -0.062294999999999996 -0.49013999999999996 0.092530000000000015 -0.08824499999999999 0.084055000000000005 -0.15202999999999997 -0.068719999999999989
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 -2 -8 -9 -6
right_child=1 -3 -4 4 9 -7 7 8 -10 -11
leaf_value=-0.00074806388446934801 -0.00046640243824935021 0.0005478098776986591 -0.00043454433648170001 -0.00035679098413830953 0.00037566820318718649 -0.00048362386198282141 0.00058370766921827491 -0.00027677145870896674 0.00026448155336183124 0.00099321250846347449
leaf_weight=0.0010880369769169411 0.0010599775713052741 0.001015135717493996 0.0011781430782816299 0.0010091836604840532 0.0010041183015208691 0.0012941596340486795 0.0014192453668525904 0.0018171340474498093 0.0012684887834029624 0.00101281070117597
leaf_count=515 384 176 377 131 134 143 311 99 749 102
internal_value=0 5.03339e-05 4.68681e-06 5.70359e-05 0.000338085 -6.69597e-05 2.99396e-05 0.000146727 -5.42642e-05 0.000685771
internal_weight=0 0.0120784 0.0110633 0.00988512 0.00302611 0.00685901 0.00556485 0.00450487 0.00308562 0.00201693
internal_count=3121 2606 2430 2053 367 1686 1543 1159 848 236
is_linear=0
shrinkage=0.00196078


Tree=3932
num_leaves=12
num_cat=0
split_feature=484 15 15 42 43 3 52 15 151 13 0
split_gain=0.000210663 0.000167068 0.00012066 0.000109882 0.000227058 0.000251806 0.000208788 0.000137585 8.84108e-05 7.48637e-05 8.77295e-05
threshold=-0.0068949999999999992 -0.24436499999999997 -0.11713499999999999 -0.095859999999999987 -0.074359999999999996 -0.077774999999999983 -0.088204999999999992 1.0000000180025095e-35 -0.00016499999999999997 -0.095304999999999987 -0.10151999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 7 -6 -5 -8 -10 -11
right_child=1 2 3 4 6 -7 8 -9 9 10 -12
leaf_value=-0.00083738635462672986 0.0007943446802052786 -0.00061859557325781632 -0.00052084831027019037 -0.00030755465935587511 -0.00082372705264624718 0.0012725841949284839 0.00044189535399983719 0.00067829397077265536 0.00020821671872314111 7.0434162942298512e-05 -0.00072559458493286016
leaf_weight=0.0010972160434885797 0.0010836843772470675 0.0011323735027094677 0.0011536348208626085 0.0011882535059421901 0.0012173866185514852 0.0011633936617105327 0.0017223375448746289 0.0010042496165361071 0.0017537765866897309 0.0010354670976955491 0.0010953740353914086
leaf_count=503 232 187 197 326 252 201 130 174 116 63 740
internal_value=0 5.58902e-05 -8.3033e-06 5.26713e-05 0.000117663 0.000535249 -8.76862e-05 0.000144001 7.21235e-05 -9.18236e-05 -0.00033877
internal_weight=0 0.0135499 0.0124662 0.0113339 0.0101802 0.0033559 0.00682434 0.0021925 0.00560696 0.00388462 0.00213084
internal_count=3121 2618 2386 2199 2002 701 1301 500 1049 919 803
is_linear=0
shrinkage=0.00196078


Tree=3933
num_leaves=10
num_cat=0
split_feature=484 43 42 40 4 0 47 1 0
split_gain=0.000236845 8.96725e-05 0.000121828 0.000229803 0.000130477 0.000117306 7.08459e-05 0.000107425 0.000171057
threshold=-0.0068949999999999992 0.16180500000000003 -0.098769999999999983 -0.026419999999999996 -0.27825499999999997 -0.062294999999999996 0.086380000000000012 0.08844500000000001 -0.15202999999999997
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=-0.00092107902085660799 -0.00052915516296151246 -0.00049598430775862391 0.0010615638421216374 -0.00045285662104518003 -0.00017617895737848509 0.00070178561901700358 -0.00030698254857152633 1.594569897635357e-06 0.00092583701452585425
leaf_weight=0.0010101364557722854 0.0010268627920364095 0.0010034864645573965 0.0010224078737626407 0.0014745483508211412 0.0019715107280937876 0.001380470948825833 0.0014655128852994366 0.0017493303380397007 0.0013750561892351782
leaf_count=503 178 202 259 175 1010 218 159 93 324
internal_value=0 6.60785e-05 0.000115271 0.000178662 8.27997e-05 0.000182254 7.2948e-05 0.000182211 0.000408358
internal_weight=0 0.0124692 0.0114657 0.0104388 0.00941643 0.00794188 0.00656141 0.0050959 0.00312439
internal_count=3121 2618 2416 2238 1979 1804 1586 1427 417
is_linear=0
shrinkage=0.00196078


Tree=3934
num_leaves=8
num_cat=0
split_feature=4 0 157 160 42 15 2
split_gain=3.4154e-05 6.78529e-05 8.49398e-05 0.000109449 8.70351e-05 0.000136096 0.000117975
threshold=-0.49013999999999996 -0.019414999999999998 -0.06266999999999999 -1.0000000180025095e-35 0.08623500000000002 1.0000000180025095e-35 0.098035000000000011
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=-0.017665451228383047 0.024733111912275101 0.019444400595020474 -0.034078490304148029 -0.01465475171447294 0.017008188178004393 -0.038102629122490385 0.024107373911571923
leaf_weight=0.0010127736246746928 0.0010336318430036228 0.0017613037297892859 0.00116013516031297 0.0018183838833814997 0.0019328297534427982 0.0011440258314125906 0.0013818995585593045
leaf_count=169 378 208 588 300 639 561 278
internal_value=0 0.00158581 -0.00212742 -0.0058605 -0.000645271 -0.00849948 0.00208294
internal_weight=0 0.0102322 0.00847091 0.00743727 0.00627714 0.00434431 0.00320028
internal_count=3121 2952 2744 2366 1778 1139 578
is_linear=0
shrinkage=0.1


Tree=3935
num_leaves=8
num_cat=0
split_feature=12 50 52 2 3 43 12
split_gain=3.14526e-05 6.71178e-05 5.92135e-05 7.91395e-05 0.000120378 6.38278e-05 8.36847e-05
threshold=-0.010834999999999999 0.088425000000000017 0.10160000000000001 0.11215000000000001 0.096675000000000011 -0.074359999999999996 0.081420000000000006
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=0.012074278387631456 0.016864822557287017 -0.02589004020990171 -0.019069720020177372 -0.015037790710815841 0.039717648194630868 0.0080381068049340115 -0.02892471765789216
leaf_weight=0.001774682497017903 0.0018060847487532776 0.0010803724258460498 0.0012926852916816901 0.0016379284619027186 0.0010916494653031572 0.0014290053709508574 0.0010720066781230789
leaf_count=421 576 519 380 274 95 115 741
internal_value=0 -0.00243969 0.000601977 0.0042158 0.0100572 0.0025396 -0.00780524
internal_weight=0 0.00940973 0.00832936 0.00703667 0.00539875 0.0043071 0.00250101
internal_count=3121 2700 2181 1801 1527 1432 856
is_linear=0
shrinkage=0.1


Tree=3936
num_leaves=9
num_cat=0
split_feature=15 151 0 160 42 16 2 15
split_gain=2.77907e-05 3.75421e-05 5.69564e-05 7.473e-05 8.15656e-05 0.000105582 7.03998e-05 4.40157e-05
threshold=-0.24436499999999997 -0.086769999999999986 -0.11756999999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 0.16703000000000004 0.083995000000000014 -0.015039999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 7 -4 -5 6 -6 -3
right_child=1 2 3 4 5 -7 -8 -9
leaf_value=0.015615692580107724 0.01660447186746505 -0.025093379038554194 -0.022271463486893912 -0.015244123900126859 0.008035294374392812 -0.0088085311332959191 0.041253410874539979 0.00096563298602901518
leaf_weight=0.0010192859362029823 0.0010079450924771133 0.0017802675304360131 0.0010908387568769407 0.0012958258734724224 0.0012028920146659582 0.0013615409144773485 0.0013585756865150712 0.0010192837874210573
leaf_count=253 257 193 660 639 263 270 453 133
internal_value=0 -0.00170821 -0.00373453 0.00153257 0.00650808 0.0136931 0.0256538 -0.0156056
internal_weight=0 0.0101172 0.00910922 0.00630967 0.00521883 0.00392301 0.00256147 0.00279955
internal_count=3121 2868 2611 2285 1625 986 716 326
is_linear=0
shrinkage=0.1


Tree=3937
num_leaves=10
num_cat=0
split_feature=484 4 150 156 12 1 12 2 4
split_gain=0.00011332 6.42068e-05 8.06421e-05 8.73707e-05 9.62358e-05 0.000150992 0.000111956 9.48023e-05 4.60688e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 0.089910000000000018 0.08426500000000002 -0.040564999999999997 0.12873500000000002 0.098810000000000023 0.086590000000000014 -0.10429499999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 -6 -9
right_child=1 -3 -4 -5 5 -7 -8 8 -10
leaf_value=-0.00062311402082151771 -0.00041140788460772992 0.00038344673209283396 -0.00045472184561870987 -0.00047572561738254724 -9.4157846549200788e-05 0.00091364770188367365 -0.00040305613388779533 0.00021093606919895199 0.00075002181907385672
leaf_weight=0.0010467324622732413 0.0010860527967748099 0.0018695856311543258 0.0013682998333335037 0.0010414261005511861 0.0017985407149281435 0.0010162460332523438 0.0013363024474399802 0.0011417519637540732 0.0013073142610602686
leaf_count=515 176 346 197 245 700 38 280 88 536
internal_value=0 4.96708e-05 -1.21385e-05 5.72488e-05 0.000129463 0.000218463 9.19426e-05 0.00024767 0.000498701
internal_weight=0 0.0119655 0.0100959 0.00872763 0.00768621 0.00660016 0.00558391 0.00424761 0.00244907
internal_count=3121 2606 2260 2063 1818 1642 1604 1324 624
is_linear=0
shrinkage=0.00196078


Tree=3938
num_leaves=11
num_cat=0
split_feature=484 41 4 3 133 1 3 16 43 52
split_gain=0.000129304 6.31871e-05 8.84666e-05 0.000155771 0.000102497 0.000158238 0.000121635 8.50415e-05 9.38026e-05 0.000107707
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.49405499999999997 -0.12018999999999998 0.083950000000000011 0.095285000000000022 0.013900000000000001 -0.27167499999999994 -0.079584999999999975 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 -7 -9 -10
right_child=1 -3 3 4 -6 7 -8 8 9 -11
leaf_value=-0.00066232627595819106 -0.00045154560232253281 -0.00041653500830230686 0.00082506794243127578 -0.00084263952958269991 0.00055341933174109616 -0.00023960930917874763 -2.8808462481054402e-05 -0.00012272672580165443 0.00020307213088160067 0.0010561416186473322
leaf_weight=0.0010655589238706591 0.0010386787849984347 0.0010211849938100712 0.0011607287287805764 0.0012752358515256967 0.0013747653268491753 0.0012633297674787217 0.0015819913649884887 0.0010717070078843042 0.0012904621551514464 0.0010178460221102895
leaf_count=515 125 147 139 920 728 154 77 90 143 83
internal_value=0 5.01662e-05 9.32e-05 0.000149578 6.12367e-05 -2.89745e-05 -0.000392037 0.000194432 0.000356661 0.000579232
internal_weight=0 0.0120959 0.0110747 0.0100361 0.00887534 0.00750057 0.00285723 0.00464334 0.00338002 0.00230831
internal_count=3121 2606 2459 2334 2195 1467 997 470 316 226
is_linear=0
shrinkage=0.00196078


Tree=3939
num_leaves=11
num_cat=0
split_feature=484 15 160 15 2 2 43 16 4 42
split_gain=0.000157152 7.73905e-05 8.8011e-05 9.50881e-05 9.81724e-05 0.000108847 8.92444e-05 8.57782e-05 9.46974e-05 7.94997e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 0.092865000000000017 -0.11713499999999999 0.092875000000000013 0.088850000000000012 -0.074359999999999996 -0.011989999999999999 -0.46376499999999993 0.083995000000000014
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 9 -6 -9 -5
right_child=1 2 -4 4 7 -7 -8 8 -10 -11
leaf_value=-0.00071578731816553641 0.0005793659449860809 -0.00050354520645895257 -0.00052848169079703885 6.8532153758770311e-05 -0.00044376866319065954 0.00086115572273169226 -0.00014678789833187458 -0.00029125634011343188 0.00051710458166785798 0.00079081932835243889
leaf_weight=0.0010986663332105987 0.001005754227583513 0.0010124427372896648 0.0010515298156286547 0.0012032610312291804 0.0016681774403021947 0.0010693736019635443 0.0019585957475008403 0.0010360873329559096 0.0012053740744507832 0.0011418478448785028
leaf_count=515 232 165 150 206 372 215 698 117 238 213
internal_value=0 5.80682e-05 1.18611e-05 6.70508e-05 0.000129284 0.00030129 0.000162176 -0.000107106 0.00014345 0.000420218
internal_weight=0 0.0123524 0.0113467 0.0102952 0.00928272 0.00537308 0.0043037 0.00390964 0.00224146 0.00234511
internal_count=3121 2606 2374 2224 2059 1332 1117 727 355 419
is_linear=0
shrinkage=0.00196078


Tree=3940
num_leaves=11
num_cat=0
split_feature=484 41 4 150 52 13 43 43 13 3
split_gain=0.000228974 8.70092e-05 0.00011122 0.000117352 0.000115045 0.000150163 7.40332e-05 0.000107758 8.64625e-05 6.78688e-05
threshold=-0.0068949999999999992 1.0000000180025095e-35 0.27044500000000005 0.089910000000000018 -0.054584999999999995 -0.004174999999999999 -0.0037449999999999996 -0.11008499999999999 -0.13710499999999998 -0.0087149999999999988
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -6 -8 -10
right_child=1 -3 -4 -5 6 -7 8 -9 9 -11
leaf_value=-0.00090423986571257426 0.00096707702757233428 -0.00047584214508833797 0.00063673843150294533 -0.00047126405953762732 6.1863393929605313e-05 3.9088945557523036e-05 -0.00031180166395464236 -0.00076334542858560528 1.3273617018060478e-05 0.00064379633563111413
leaf_weight=0.0010200780284108793 0.0012347169048917304 0.0010644800107967459 0.0013606352627216758 0.0014774214375821637 0.0014596800289842504 0.0014668572644649155 0.0010845762576261173 0.0010431863554684344 0.0012437041906778242 0.0013897504771451814
leaf_count=503 338 149 295 195 165 279 44 659 429 65
internal_value=0 6.09773e-05 0.000109566 4.05956e-05 0.000125352 0.000463213 -2.13729e-05 -0.000282081 0.000154128 0.000346019
internal_weight=0 0.012825 0.0117605 0.0103999 0.00892247 0.00270157 0.0062209 0.00250287 0.00371803 0.00263345
internal_count=3121 2618 2469 2174 1979 617 1362 824 538 494
is_linear=0
shrinkage=0.00196078


Tree=3941
num_leaves=8
num_cat=0
split_feature=159 15 49 15 42 15 12
split_gain=3.17589e-05 4.84393e-05 6.63487e-05 7.41839e-05 7.04824e-05 7.23593e-05 8.44129e-05
threshold=0.091005000000000016 -0.11713499999999999 -0.006494999999999999 -0.040804999999999994 0.086730000000000015 -0.037864999999999989 0.051320000000000005
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=-0.01433032857434394 -0.017096210268108755 0.0092842183963895968 -0.0066756229157917298 -0.022893701319982432 -0.0090823039646189645 0.042898725327360568 0.01073221802924092
leaf_weight=0.0016187379172865274 0.0010039594754962028 0.0013442161088011793 0.001000822979028885 0.0015341711329882673 0.0013667916445041523 0.0013846174397111831 0.0019860184841114137
leaf_count=365 382 198 329 275 736 122 714
internal_value=0 0.00154152 0.00452324 -0.00786651 0.0107381 0.0169352 0.0239458
internal_weight=0 0.0102354 0.00861664 0.00287839 0.00573825 0.00437146 0.00337064
internal_count=3121 2739 2374 473 1901 1165 836
is_linear=0
shrinkage=0.1


Tree=3942
num_leaves=11
num_cat=0
split_feature=484 15 160 15 2 52 0 0 16 16
split_gain=0.000128302 9.90863e-05 7.10992e-05 7.75588e-05 8.31288e-05 0.000113701 0.000122933 0.000151094 9.43737e-05 7.52922e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 0.092865000000000017 -0.11713499999999999 0.092875000000000013 -0.087284999999999988 -0.10607499999999999 -0.078904999999999989 -0.084119999999999986 0.15891500000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 -7 -8 -6 -10
right_child=1 2 -4 4 8 6 7 -9 9 -11
leaf_value=-0.00064589811378037456 0.00064021778168655088 -0.00046171362572785044 -0.00047856159943449571 -0.00017820408488620278 -0.00053216856104352605 0.0009149235400253094 -0.00021405335457754936 0.00076754001500571037 0.00048670701393192442 -0.00018812668368453644
leaf_weight=0.0010988158866767931 0.0010148867486006055 0.0010241906283292744 0.0010769217188178826 0.0015926221448546436 0.0013454551266673443 0.0013754285370540177 0.001482965568099028 0.0010159202739848851 0.0011337694898155494 0.0014467876597053266
leaf_count=515 232 165 150 209 190 86 792 245 303 234
internal_value=0 5.29256e-05 1.06968e-06 5.06539e-05 0.000106522 0.000262839 0.00044414 0.000185013 -0.00011115 0.000108362
internal_weight=0 0.0125089 0.0114941 0.0104171 0.00939295 0.00546694 0.00387431 0.00249889 0.00392601 0.00258056
internal_count=3121 2606 2374 2224 2059 1332 1123 1037 727 537
is_linear=0
shrinkage=0.00196078


Tree=3943
num_leaves=11
num_cat=0
split_feature=484 41 4 3 133 1 3 16 51 3
split_gain=0.000169589 0.000119867 0.000127711 0.000177279 0.000124642 0.000153495 0.000219308 8.59493e-05 0.00011928 5.13515e-05
threshold=-0.0068949999999999992 1.0000000180025095e-35 -0.49405499999999997 -0.12018999999999998 0.083950000000000011 0.095285000000000022 0.013900000000000001 -0.29154999999999992 -0.076794999999999988 -0.0025099999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 -7 -9 -10
right_child=1 -3 3 4 -6 7 -8 8 9 -11
leaf_value=-0.00077997486809337465 -0.00053039316380013024 -0.00056035112411762465 0.0008858113325085679 -0.00095067021011679606 0.00060320762949606132 -0.00025049866388633137 0.00010328174788903705 -9.1817590341409781e-05 0.00030598831701645295 0.00089614423159934558
leaf_weight=0.0010084014559801095 0.0010783916176031879 0.0011126630127069525 0.0012058008553218627 0.0013362168325150017 0.0015169867727983432 0.0012013363442040636 0.0017573281590304024 0.0014286868298342414 0.0010319397900228268 0.001257796216459439
leaf_count=503 126 149 139 923 732 149 78 70 146 106
internal_value=0 5.49024e-05 0.000112846 0.000177456 8.78329e-05 -9.73194e-06 -0.000351959 0.000205461 0.00035277 0.000630172
internal_weight=0 0.0129271 0.0118145 0.0107361 0.00953029 0.0080133 0.00309354 0.00491976 0.00371842 0.00228974
internal_count=3121 2618 2469 2343 2204 1472 1001 471 322 252
is_linear=0
shrinkage=0.00196078


Tree=3944
num_leaves=11
num_cat=0
split_feature=484 43 40 133 4 4 43 0 1 52
split_gain=0.000113304 6.77709e-05 0.000117799 9.22386e-05 0.000123964 9.89958e-05 0.000113346 0.000110334 0.000229488 8.06558e-05
threshold=-1.0000000180025095e-35 0.16180500000000003 -0.074429999999999982 -0.032969999999999992 -0.27825499999999997 -0.083854999999999985 -0.079329999999999984 -0.15202999999999997 0.095285000000000022 -0.0064899999999999992
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 -7 9 -9 -8
right_child=1 -3 3 4 5 6 7 8 -10 -11
leaf_value=-0.00061315957051369071 0.00071704671768475672 -0.00043938617483447795 0.00059125765608282921 -0.00058749435092288703 0.00059978329528472311 -0.00044696796119424685 -0.00048449457727994604 -0.00027347108202572449 0.0009528764235243578 0.00019274083002518877
leaf_weight=0.0010768255592800988 0.0010545223522460375 0.0010011202129680151 0.0010132098679258772 0.0013240220784490062 0.0011236846615118989 0.0018252685875937849 0.0013651264542478003 0.001024659863070976 0.0013724872320648265 0.00133954699282613
leaf_count=515 225 201 407 169 260 471 50 492 233 98
internal_value=0 4.98239e-05 9.26255e-05 2.92384e-05 -3.15036e-05 5.99341e-05 -2.76381e-05 0.000122385 0.000428675 -0.000149079
internal_weight=0 0.0124436 0.0114425 0.010388 0.0093748 0.00805077 0.00692709 0.00510182 0.00239715 0.00270467
internal_count=3121 2606 2405 2180 1773 1604 1344 873 725 148
is_linear=0
shrinkage=0.00196078


Tree=3945
num_leaves=7
num_cat=0
split_feature=1 0 12 52 0 4
split_gain=3.25929e-05 6.12515e-05 4.03926e-05 7.94869e-05 0.000107438 8.12033e-05
threshold=0.077565000000000009 0.062580000000000011 -0.010834999999999999 -0.0064899999999999992 -0.10607499999999999 0.0052350000000000009
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 5 -5 -4
right_child=2 -3 3 4 -6 -7
leaf_value=-0.021693616540162029 0.019251761767967036 0.0057345186302483675 -0.030380483007542165 0.025535131799607737 -0.0074110296116812026 0.0038688927161275263
leaf_weight=0.0016984359276794503 0.0013264174020750944 0.0015638640116776719 0.0013511348687846427 0.0020023786472277982 0.0019573413583345214 0.0014195904865288
leaf_count=1565 343 71 369 186 480 107
internal_value=0 -0.00854526 0.00330216 0.00015886 0.00924941 -0.0128327
internal_weight=0 0.0032623 0.00805686 0.00673045 0.00395972 0.00277073
internal_count=3121 1636 1485 1142 666 476
is_linear=0
shrinkage=0.1


Tree=3946
num_leaves=11
num_cat=0
split_feature=133 484 133 15 12 47 160 0 16 3
split_gain=0.000187599 0.000195623 0.000153578 0.000134512 0.000168847 0.000122272 0.000100765 0.000135941 0.000195479 0.000162798
threshold=0.10622000000000002 -0.0068949999999999992 0.083950000000000011 1.0000000180025095e-35 0.088305000000000008 0.13148500000000005 0.086325000000000013 -0.13027499999999997 0.042200000000000008 0.095270000000000007
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 7 9 -9 -3
right_child=-2 2 -4 4 -6 -7 -8 8 -10 -11
leaf_value=-0.00076977293194685286 -0.0008191658469190985 0.001186385530915724 0.00075982637503141728 -0.00093652220540047166 0.00014438590158723501 -0.00045682684915019078 -0.00029317594329770954 -0.00034475069184108036 0.00056886641921675312 0.00021867479364856348
leaf_weight=0.0010107576041048444 0.0010085995045603412 0.0012867615586888881 0.0013183945456189091 0.0010762116568491442 0.0011486177812990803 0.0010677205545930324 0.0011042898430772916 0.001847732618819704 0.0017561627229169599 0.0013907600665903908
leaf_count=439 435 92 418 388 377 40 103 433 294 102
internal_value=0 5.86485e-05 0.000128446 5.04921e-05 -0.000378479 0.000163392 0.000253054 0.000349083 0.000100451 0.000683737
internal_weight=0 0.0130074 0.0119967 0.0106783 0.00222483 0.00845343 0.00738571 0.00628142 0.0036039 0.00267752
internal_count=3121 2686 2247 1829 765 1064 1024 921 727 194
is_linear=0
shrinkage=0.00196078


Tree=3947
num_leaves=8
num_cat=0
split_feature=48 16 52 0 13 1 16
split_gain=3.02588e-05 8.04011e-05 6.073e-05 5.48433e-05 7.59106e-05 7.43041e-05 6.83363e-05
threshold=0.12230500000000001 -0.48836499999999994 0.11434500000000002 -0.084269999999999984 -0.0034749999999999994 0.094385000000000011 0.15273500000000004
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=0.025695912838307355 -0.016696929899384757 -0.021344334309038773 -0.024013305728242715 0.037911041906106828 -0.0055740534262702542 0.0071623301673842642 0.0040177980764678827
leaf_weight=0.0012125754199771169 0.001001895751767669 0.0019167300691619099 0.001076941244238583 0.0011849004216488183 0.0019892662522440888 0.0017484586502034584 0.0011946349987493467
leaf_count=248 108 846 401 629 493 206 190
internal_value=0 0.00150543 -0.00171408 0.00127509 0.00884278 -0.00774538 0.0208951
internal_weight=0 0.0103235 0.00911093 0.00803399 0.0043688 0.00366519 0.00237954
internal_count=3121 3013 2765 2364 1312 1052 819
is_linear=0
shrinkage=0.1


Tree=3948
num_leaves=9
num_cat=0
split_feature=474 160 133 151 16 16 2 16
split_gain=2.99852e-05 6.92454e-05 0.000146717 0.000106555 0.000103146 8.56322e-05 8.41066e-05 4.37771e-05
threshold=0.084410000000000013 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 -0.071854999999999988 0.38525000000000004 0.090425000000000019 0.071345000000000006
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 6 7 -5 -6
right_child=-2 2 3 4 5 -7 -8 -9
leaf_value=-0.020602047302526464 0.016280239261252046 -0.033473514934056973 -0.017784627314705984 0.0060671963111712723 0.0028193819787798598 0.02128793288284174 0.041499829635812523 -0.025872957520580605
leaf_weight=0.001632586640387435 0.0010176628995159911 0.0010345932972046883 0.0014436749494321048 0.0011466499654519558 0.0010632331072398882 0.0012696214690652422 0.0016113187971120197 0.0010638060826941107
leaf_count=727 353 707 270 290 251 191 241 91
internal_value=0 -0.00171579 0.00185583 0.00666631 0.0124017 0.000736449 0.0267684 -0.0115307
internal_weight=0 0.0102655 0.0086329 0.0075983 0.00615463 0.00339666 0.00275797 0.00212704
internal_count=3121 2768 2041 1334 1064 533 531 342
is_linear=0
shrinkage=0.1


Tree=3949
num_leaves=8
num_cat=0
split_feature=1 3 3 2 0 51 160
split_gain=2.78908e-05 5.61427e-05 4.18741e-05 6.23753e-05 8.12538e-05 4.41226e-05 3.74952e-05
threshold=0.077565000000000009 -0.055119999999999995 0.086245000000000016 0.082850000000000021 -0.077809999999999976 -0.031924999999999995 0.022560000000000004
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=-0.01994772851619403 -0.012886325668335108 0.0065396019717095999 -0.022052487419851635 0.025858647738649668 0.021764668637237292 0.01195265479403743 -0.012806823570740103
leaf_weight=0.001763131203248349 0.0017063883748094134 0.0014652854188931461 0.0010573868334625147 0.0015417484375086854 0.0011214892079380397 0.0015566403708860282 0.0010075044841851288
leaf_count=1479 398 157 103 408 315 195 66
internal_value=0 -0.00792589 0.00308745 0.00967755 0.000855682 -0.00486395 0.00222415
internal_weight=0 0.00322842 0.00799116 0.00436963 0.00282788 0.00362153 0.00256414
internal_count=3121 1636 1485 1121 713 364 261
is_linear=0
shrinkage=0.1


Tree=3950
num_leaves=8
num_cat=0
split_feature=48 51 4 151 15 16 16
split_gain=2.63207e-05 6.34254e-05 9.26697e-05 9.33949e-05 8.08685e-05 7.15997e-05 5.70945e-05
threshold=0.11951500000000001 0.08955500000000001 0.27834500000000006 -0.016164999999999995 -0.036009999999999993 -0.088394999999999987 0.16703000000000004
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=0.025034082194963558 -0.015120451044347042 -0.020827433550528376 0.031877001510890145 -0.022848370987662982 -0.01847087975622112 0.021156368297092661 -0.003865760386266705
leaf_weight=0.0013032413767750028 0.0010530445516567536 0.0011312204253471512 0.0010729269589734433 0.0017282231901008692 0.0012384769750127039 0.0019320696649894956 0.001727009659469053
leaf_count=394 114 355 295 612 282 905 164
internal_value=0 0.00149048 0.00429503 0.00056274 -0.00425059 0.00231209 0.00934644
internal_weight=0 0.0101332 0.00900195 0.00792902 0.00662578 0.00489756 0.00365908
internal_count=3121 3007 2652 2357 1963 1351 1069
is_linear=0
shrinkage=0.1


Tree=3951
num_leaves=9
num_cat=0
split_feature=11 48 0 1 42 4 16 1
split_gain=2.81719e-05 3.96922e-05 0.000102647 5.4013e-05 7.74812e-05 0.000110807 6.28042e-05 2.61703e-05
threshold=0.079915000000000014 0.016865000000000002 -0.20211999999999997 0.12500000000000003 0.086325000000000013 -0.076779999999999987 0.064860000000000015 0.095025000000000012
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=0.033695691216196637 -0.015715266251936762 -0.0073769473910534266 0.029456885911207521 0.018105668715754638 -0.02558131345614021 -0.026700162807810103 -0.00055900947020201335 -0.0052879597680919807
leaf_weight=0.0010870622835992246 0.0010425363383198818 0.0015054080702887607 0.0015209635876265145 0.001073672964748331 0.0015405488214750036 0.001021004505409208 0.0010543942034274556 0.0012945077496918525
leaf_count=477 199 82 490 188 887 567 91 140
internal_value=0 0.00155101 0.0111346 -0.00255064 -0.00624853 0.000433839 0.0168296 -0.0147295
internal_weight=0 0.0100976 0.00302637 0.00707119 0.00599752 0.00445697 0.00214146 0.00231551
internal_count=3121 2922 572 2350 2162 1275 568 707
is_linear=0
shrinkage=0.1


Tree=3952
num_leaves=11
num_cat=0
split_feature=484 41 3 2 40 3 12 4 2 16
split_gain=0.000123308 9.71261e-05 0.000125746 0.000118153 0.000121154 0.000126558 0.000112022 0.000111734 0.000114568 0.000109159
threshold=-0.0068949999999999992 1.0000000180025095e-35 -0.12018999999999998 0.084055000000000005 -0.024094999999999995 0.13524500000000003 0.051320000000000005 -0.022844999999999997 0.092365000000000017 -0.088159999999999988
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 -5 7 -4 -6 -9 -8
right_child=1 -3 3 4 5 -7 9 8 -10 -11
leaf_value=-0.00066583960895828776 0.00062412551944519693 -0.00051644791081369666 0.0006799660237773443 0.00044551875459275568 -0.0009621375205870463 0.00025728500635419847 0.00045398572879961827 0.00022131862404123749 -0.00055863258410912694 -0.00044208028951876716
leaf_weight=0.0010222349652477094 0.001498952928384552 0.0010970184108349329 0.001634161957934567 0.0011207952899290078 0.0011192455679184996 0.0013552063569776673 0.0010200231861590141 0.0012358008303815049 0.0017486624032509559 0.0010720083956628234
leaf_count=503 193 149 173 178 706 116 123 271 324 385
internal_value=0 4.16301e-05 9.34919e-05 1.63134e-05 -0.00014168 -0.00026224 0.000295298 -0.000433808 -0.000235672 -5.18052e-06
internal_weight=0 0.0129019 0.0118049 0.0103059 0.00657971 0.00545892 0.00372619 0.00410371 0.00298446 0.00209203
internal_count=3121 2618 2469 2276 1595 1417 681 1301 595 508
is_linear=0
shrinkage=0.00196078


Tree=3953
num_leaves=9
num_cat=0
split_feature=52 52 160 15 2 43 0 52
split_gain=2.57652e-05 5.75126e-05 4.18366e-05 5.57883e-05 0.000105797 9.75799e-05 3.09573e-05 1.66025e-05
threshold=-0.28430999999999995 -0.090859999999999982 0.086325000000000013 -0.11713499999999999 0.10097500000000002 -0.0037449999999999996 -0.10224499999999999 0.10024500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 -7 -6
right_child=1 2 -4 4 7 6 -8 -9
leaf_value=-0.014396585822007188 0.024005743822323185 -0.014423565236397718 -0.019857881619661913 -0.002633513889946106 -0.022037619539753125 0.015762505921271167 0.038614863730457145 -0.0039377128067080453
leaf_weight=0.0011275492682792801 0.0010237558494428757 0.0017299149650231048 0.0010412195097950277 0.00179936546057425 0.0010007799197950507 0.0010893083320748023 0.001300520503498151 0.0010266736755259504
leaf_count=344 294 391 216 1031 219 99 394 133
internal_value=0 0.00154836 -0.00100965 0.00145999 0.00587993 0.0149554 0.0281985 -0.0128721
internal_weight=0 0.0100115 0.00898778 0.00794656 0.00621665 0.00418919 0.00238983 0.00202745
internal_count=3121 2777 2483 2267 1876 1524 493 352
is_linear=0
shrinkage=0.1


Tree=3954
num_leaves=8
num_cat=0
split_feature=159 15 2 12 16 2 12
split_gain=2.72828e-05 5.09406e-05 6.04995e-05 7.242e-05 5.64268e-05 6.92743e-05 5.44071e-05
threshold=0.091005000000000016 -0.11713499999999999 0.091185000000000002 0.090455000000000021 -0.105305 0.10644500000000001 0.051320000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 6 -4 -6 -3
right_child=-2 2 4 -5 5 -7 -8
leaf_value=-0.014941519649618058 -0.015793490435803022 0.01446414071248097 -0.022153987905168798 0.032140484208191648 -0.012951564374656563 0.01717445395369447 -0.014135631823216477
leaf_weight=0.0015870947919484546 0.001002168570104039 0.0018325650647928538 0.0012046917197139797 0.0013524726650312427 0.0014081441711744601 0.0016667602051438075 0.001044168765717128
leaf_count=365 382 182 189 399 411 324 869
internal_value=0 0.00150569 0.00457349 0.0130558 -0.00380893 0.00337833 0.00408327
internal_weight=0 0.0100959 0.0085088 0.00422921 0.0042796 0.0030749 0.00287673
internal_count=3121 2739 2374 1450 924 735 1051
is_linear=0
shrinkage=0.1


Tree=3955
num_leaves=9
num_cat=0
split_feature=484 4 12 150 156 12 3 43
split_gain=0.000135344 8.96277e-05 7.90346e-05 7.71328e-05 0.000104544 0.000108283 0.000105318 0.000102832
threshold=-1.0000000180025095e-35 0.27044500000000005 0.10673000000000001 0.089910000000000018 0.08426500000000002 -0.040564999999999997 0.048265000000000009 -0.074359999999999996
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=-0.00068844858191634663 -0.00036800053680823849 0.00043994308542872929 -0.00055057634974095473 -0.00040617500318547618 -0.00048420451361862063 0.00044744556370583297 0.0007045834924936143 -0.00018820266945796397
leaf_weight=0.0010509237773425389 0.0011075351576971953 0.0018685862390541369 0.0010006569045206875 0.0013307517618392634 0.0010083641098538191 0.0019245778148519058 0.0017353394615440831 0.0019904529150449515
leaf_count=515 176 346 202 188 228 466 97 903
internal_value=0 4.54623e-05 -2.75368e-05 2.99967e-05 0.000104735 0.000192612 0.000302498 0.000124274
internal_weight=0 0.0119663 0.0100977 0.00909702 0.00776627 0.00675791 0.00565037 0.00391503
internal_count=3121 2606 2260 2058 1870 1642 1466 1369
is_linear=0
shrinkage=0.00196078


Tree=3956
num_leaves=9
num_cat=0
split_feature=484 41 3 3 43 13 52 16
split_gain=0.000110074 6.81382e-05 0.000122879 9.71466e-05 6.71174e-05 7.07846e-05 8.8007e-05 8.75259e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.12018999999999998 -0.078934999999999991 -0.074359999999999996 -0.095304999999999987 -0.07167999999999998 -0.16927999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 -7 -8
right_child=1 -3 3 4 5 6 7 -9
leaf_value=-0.00061321858441099964 0.00061734607260671974 -0.0004346767301961723 -0.0004007016493447531 0.00044413424784242659 0.00030949345537484741 -0.00054109121622812791 -0.00037057458034728697 0.00035242328211840436
leaf_weight=0.001052413764125835 0.0014858736727204882 0.0010299087757806797 0.0017894359732157144 0.0017494025457028706 0.002011034395474458 0.001387774436913227 0.0010643474482669257 0.0016290949671939556
leaf_count=515 193 147 1126 332 195 161 104 348
internal_value=0 4.78116e-05 9.25107e-05 1.15397e-05 0.000105612 8.40417e-06 -0.000139959 6.67216e-05
internal_weight=0 0.0121469 0.011117 0.00963109 0.00784165 0.00609225 0.00408122 0.00269344
internal_count=3121 2606 2459 2266 1140 808 613 452
is_linear=0
shrinkage=0.00196078


Tree=3957
num_leaves=9
num_cat=0
split_feature=15 156 42 43 16 48 3 13
split_gain=2.91251e-05 3.37603e-05 4.05691e-05 5.93368e-05 0.000102234 9.22172e-05 3.97541e-05 3.93912e-05
threshold=-0.24436499999999997 0.083310000000000009 -1.0000000180025095e-35 -0.074359999999999996 0.22339500000000004 0.086035000000000014 0.076840000000000006 -0.072309999999999985
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 7 5 6 -5 -4
right_child=1 -3 3 4 -6 -7 -8 -9
leaf_value=0.016057338005760192 -0.014074032137143304 -0.019101021628041708 0.0047431586708054927 0.0055866511119984355 -0.031031944644979426 -0.014067102036152655 0.030476578482736928 0.031750080110482283
leaf_weight=0.0010181154195483067 0.0016283837730414336 0.00100290798078228 0.0011644610615342537 0.0015349113958942773 0.0010071626118258251 0.0016647078556741692 0.001102719373594685 0.0010072022491179706
leaf_count=253 773 417 506 630 104 183 95 160
internal_value=0 -0.00168725 0.000229907 0.00334337 -0.00235233 0.00436147 0.0159924 0.0172688
internal_weight=0 0.0101125 0.00910955 0.00748116 0.0053095 0.00430234 0.00263763 0.00217166
internal_count=3121 2868 2451 1678 1012 908 725 666
is_linear=0
shrinkage=0.1


Tree=3958
num_leaves=9
num_cat=0
split_feature=3 39 4 51 0 12 1 3
split_gain=2.47395e-05 6.02839e-05 7.06522e-05 8.33327e-05 9.46429e-05 8.6504e-05 3.89103e-05 4.31773e-05
threshold=0.13524500000000003 0.085220000000000004 -0.27825499999999997 0.08955500000000001 -0.060129999999999996 0.088615000000000013 0.096125000000000016 -0.0080949999999999998
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=-0.029292338090807432 0.011243608558482365 0.019039151015209994 -0.00093858310832720744 -0.027672861650769764 0.028343098592889433 -0.023213627751875542 -0.0087866886805604682 0.026787277571758018
leaf_weight=0.0010502498581473124 0.0016491548324879405 0.0011871107113300165 0.0010909226745637163 0.0010426926651533608 0.0011813079231889432 0.0015001168373610977 0.0012297926917796964 0.00115776678705737
leaf_count=197 192 302 862 262 197 923 106 80
internal_value=0 -0.00203121 -0.00506202 -0.00152887 0.00289655 -0.00314134 0.00551496 0.0133364
internal_weight=0 0.00943996 0.00825285 0.0072026 0.00615991 0.0049786 0.00347848 0.00224869
internal_count=3121 2929 2627 2430 2168 1971 1048 942
is_linear=0
shrinkage=0.1


Tree=3959
num_leaves=10
num_cat=0
split_feature=52 16 4 157 160 151 4 42 1
split_gain=2.58944e-05 5.13098e-05 5.3571e-05 5.74692e-05 7.1165e-05 6.85343e-05 6.83427e-05 0.000111299 5.35276e-05
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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=-0.01447706200499739 -0.022202639575135057 0.021263996473180551 0.023699368429967938 -0.025938447884413553 -0.017276634802001312 0.0035436202292939258 0.030682827618117144 0.028605257017048791 -0.027575715487081223
leaf_weight=0.0011183651866320124 0.001053452045957237 0.0011677013999666719 0.0010403235459087246 0.0010159030865890331 0.0013055937255839365 0.0011816539699046891 0.0010780575830406243 0.0010418360276087404 0.0010385167496615045
leaf_count=344 112 139 321 564 269 579 204 460 129
internal_value=0 0.00157388 -0.00105219 0.00184073 -0.00157289 0.00281155 0.00885455 0.00164055 -0.0110129
internal_weight=0 0.00992304 0.00875534 0.00770188 0.00666156 0.00564566 0.00434006 0.00326201 0.00222017
internal_count=3121 2777 2638 2526 2205 1641 1372 1168 708
is_linear=0
shrinkage=0.1


Tree=3960
num_leaves=7
num_cat=0
split_feature=1 4 43 15 15 2
split_gain=2.85386e-05 4.91396e-05 5.15582e-05 3.518e-05 9.47141e-05 6.51687e-05
threshold=0.090405000000000013 -0.15764999999999998 -0.0037449999999999996 -0.016799999999999995 -0.074054999999999996 0.098035000000000011
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=0.0063441149883832239 -0.0068934544254299754 -0.030043427922948951 -0.0027606531253893062 0.016490786027385081 -0.025687177749205543 0.021122568792095744
leaf_weight=0.0019624761222002268 0.001549769461876716 0.0011949675212240506 0.0016478135754618743 0.0017419458398138686 0.0011027022955666628 0.0017884227686606503
leaf_count=142 249 1307 551 403 161 308
internal_value=0 -0.00582691 -0.014229 0.00444675 -0.000277532 0.00811601
internal_weight=0 0.00480526 0.00284278 0.00618284 0.00444089 0.00333819
internal_count=3121 2000 1858 1121 718 557
is_linear=0
shrinkage=0.1


Tree=3961
num_leaves=9
num_cat=0
split_feature=49 15 42 52 159 12 43 15
split_gain=2.38153e-05 6.23273e-05 6.2162e-05 5.36283e-05 8.31495e-05 5.63338e-05 8.87051e-05 0.00010847
threshold=-0.043469999999999995 -0.040804999999999994 0.091545000000000015 -0.0064899999999999992 0.076905000000000015 0.095330000000000012 -0.0037449999999999996 -0.055554999999999993
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 6 -5 -8
right_child=2 -3 -4 5 -6 -7 7 -9
leaf_value=0.024300272675735281 -0.029393987338041029 -0.0067878060252052636 -0.02450405459327934 -0.010118488068294927 0.0088195119100995725 -0.014113206359697275 0.0013600484125982719 0.041570546288246767
leaf_weight=0.0012573564787271489 0.0012424880709183278 0.0013239503416615137 0.0011247934202242545 0.0012325605019888534 0.0010511232316765 0.0010371695200327869 0.001289420487249083 0.0013984242139569759
leaf_count=226 498 199 614 649 278 215 166 276
internal_value=0 0.00835522 -0.00263083 0.000762111 -0.0118814 0.0066116 0.0120945 0.0222807
internal_weight=0 0.00258131 0.00837598 0.00725119 0.00229361 0.00495757 0.00392041 0.00268784
internal_count=3121 425 2696 2082 776 1306 1091 442
is_linear=0
shrinkage=0.1


Tree=3962
num_leaves=8
num_cat=0
split_feature=1 4 13 3 12 43 4
split_gain=2.75797e-05 4.61667e-05 3.48342e-05 7.07193e-05 5.84239e-05 3.4282e-05 2.07058e-05
threshold=0.090405000000000013 -0.15764999999999998 -0.00096999999999999983 0.10893000000000001 0.090695000000000012 -0.0037449999999999996 0.071150000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 -1 4 6 -2 -3 -4
right_child=2 5 3 -5 -6 -7 -8
leaf_value=0.0060695005469172496 0.028888641371046905 -0.026934653426726143 0.00037457578779336162 -0.017778287043208121 -0.0029802360057338689 -0.0045656416931084106 0.019526538675964867
leaf_weight=0.0019533879779257317 0.0012383930054452198 0.001179406437740522 0.0011389130222760448 0.0015676828023224454 0.0010742567617148457 0.0016348044618566284 0.0011192704823773172
leaf_count=142 417 1307 228 102 262 551 112
internal_value=0 -0.00574183 0.00439607 -0.00146075 0.0140851 -0.0139403 0.00986726
internal_weight=0 0.0047676 0.00613852 0.00382587 0.00231265 0.00281421 0.00225818
internal_count=3121 2000 1121 442 679 1858 340
is_linear=0
shrinkage=0.1


Tree=3963
num_leaves=11
num_cat=0
split_feature=484 1 3 52 0 0 15 3 15 4
split_gain=0.000140823 9.0366e-05 6.78361e-05 8.6392e-05 0.000122596 8.81793e-05 0.000135022 0.0001071 7.92506e-05 6.94594e-05
threshold=-1.0000000180025095e-35 0.13534000000000004 -0.15447499999999995 0.11434500000000002 -0.060129999999999996 -0.10607499999999999 0.083935000000000023 0.12178000000000001 -0.092489999999999989 -0.35136499999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 7 -7 8 -4 -6
right_child=1 -3 3 -5 9 6 -8 -9 -10 -11
leaf_value=-0.00068634175669418478 0.00047906967503156584 0.000611214690144918 -6.9233195500345126e-05 -0.00059159255428260055 6.0807973071012468e-05 -0.00093397078875782067 2.5728888813441688e-05 -0.00049114987195777744 0.00054264016421806801 0.00071421656105552012
leaf_weight=0.0010871502321624276 0.0010292941756430965 0.0010120450564211946 0.0017687129335135715 0.0010160828893206039 0.0012767147817567825 0.0011024489181099793 0.0011532070589920593 0.0011153838680670047 0.0015074769955286428 0.0012262649562551622
leaf_count=515 176 181 146 352 91 620 682 62 141 155
internal_value=0 5.0115e-05 -6.06609e-07 -4.91718e-05 1.10612e-05 -0.00012821 -0.000443323 3.36424e-05 0.000212309 0.000380927
internal_weight=0 0.0122076 0.0111956 0.0101663 0.00915021 0.00664723 0.00225566 0.00439157 0.00327619 0.00250298
internal_count=3121 2606 2425 2249 1897 1651 1302 349 287 246
is_linear=0
shrinkage=0.00196078


Tree=3964
num_leaves=9
num_cat=0
split_feature=1 457 4 4 15 13 3 0
split_gain=2.31805e-05 5.90251e-05 7.26239e-05 5.47434e-05 4.36321e-05 3.14449e-05 3.5167e-05 6.51161e-06
threshold=0.111945 0.078435000000000019 -0.0029599999999999995 0.24564500000000003 -0.10091499999999999 -0.0034749999999999994 -0.078934999999999991 -0.064339999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 5 7 -4 6 -1 -2
right_child=3 -3 4 -5 -6 -7 -8 -9
leaf_value=-0.0035974874597127868 -0.0088289153862731382 0.016187010307173382 -0.0075292235750475034 0.023518594184357422 -0.033977321790497922 -0.0082934698855425849 0.022379340092194666 0.0025386889149699703
leaf_weight=0.0010051608460944373 0.0010102176673439794 0.0013204793422817059 0.0012890250743732225 0.0012439386906095496 0.001208600182850874 0.0017537162285036416 0.0010822909800022448 0.0010054206046182373
leaf_count=909 112 224 209 276 426 508 348 109
internal_value=0 -0.00304666 -0.00705337 0.00702208 -0.0203275 0.00157778 0.00987084 -0.00315864
internal_weight=0 0.00765927 0.00633879 0.00325958 0.00249763 0.00384117 0.00208745 0.00201564
internal_count=3121 2624 2400 497 635 1765 1257 221
is_linear=0
shrinkage=0.1


Tree=3965
num_leaves=9
num_cat=0
split_feature=484 41 3 1 4 16 3 3
split_gain=0.00012248 5.76061e-05 0.000112929 8.71855e-05 0.000103239 0.000129407 0.000101487 5.28359e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.12018999999999998 0.094825000000000007 -0.083854999999999985 -0.088159999999999988 0.083060000000000009 0.13524500000000003
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 -5 -8
right_child=1 -3 3 6 5 -7 7 -9
leaf_value=-0.00065553466864879566 0.00060605524702952475 -0.00040428216988783622 0.0001881056898104254 0.00054130492530041424 9.7713671404205586e-06 -0.00082432448799981187 -0.00024569923314561864 0.00031711217178930531
leaf_weight=0.0010422969617313897 0.0014042522661727513 0.0010008520995829712 0.0017942870077140871 0.0019431762146215744 0.0014147282924618627 0.0014461424666800725 0.0017782082020213474 0.0010030474388665611
leaf_count=515 193 147 323 396 381 908 104 154
internal_value=0 4.5712e-05 8.74761e-05 9.83772e-06 -0.000180606 -0.000411856 0.000197489 -4.27238e-05
internal_weight=0 0.0117847 0.0107838 0.00937959 0.00465516 0.00286087 0.00472443 0.00278126
internal_count=3121 2606 2459 2266 1612 1289 654 258
is_linear=0
shrinkage=0.00196078


Tree=3966
num_leaves=10
num_cat=0
split_feature=484 41 3 1 3 133 0 15 15
split_gain=0.000108282 7.87455e-05 0.000131457 9.06637e-05 0.000110767 9.51286e-05 0.000127764 3.76004e-05 1.248e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.12018999999999998 0.094825000000000007 0.083060000000000009 0.076280000000000014 -0.13455999999999999 -0.074054999999999996 -0.083359999999999976
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 8 6 -4 -6 -5
right_child=1 -3 3 4 7 -7 -8 -9 -10
leaf_value=-0.00060229659824499813 0.00065236773906062666 -0.00047568105792001019 7.4935089493029767e-05 0.00070853460137259357 0.00017869480949872171 0.00018850526018117971 -0.00073760382101940381 -0.00027162913319095182 0.00039963549188768582
leaf_weight=0.0010724104323529609 0.0014217353833335536 0.0010118202925420003 0.0013064953415036218 0.001007130803682971 0.0014249260611397252 0.001728548625502326 0.001728141057403587 0.0014264980870329624 0.001004290160211592
leaf_count=515 193 147 81 229 141 600 931 117 167
internal_value=0 4.78736e-05 9.58238e-05 1.3624e-05 0.000201957 -0.000178649 -0.000387783 -4.65913e-05 0.000554303
internal_weight=0 0.0120596 0.0110478 0.00962603 0.00486285 0.00476319 0.00303464 0.00285142 0.00201142
internal_count=3121 2606 2459 2266 654 1612 1012 258 396
is_linear=0
shrinkage=0.00196078


Tree=3967
num_leaves=8
num_cat=0
split_feature=132 133 160 13 151 15 3
split_gain=2.60724e-05 6.0462e-05 0.000127534 0.000117648 7.52964e-05 0.00011397 3.93165e-05
threshold=0.066910000000000011 -0.0061299999999999992 -1.0000000180025095e-35 -0.084034999999999985 -0.0083949999999999979 -0.0040799999999999994 0.088060000000000013
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=-0.02377648252625594 0.015320063522889008 -0.021652701901502119 0.028036888410999397 -0.024999546924272392 0.0079244694034502263 -0.012994154891871529 0.035100119776788556
leaf_weight=0.0010941911963654937 0.0010025357494778181 0.0019224662142876929 0.0019832358597979653 0.0010197722879345698 0.0010936792398072177 0.0018056262732805356 0.0010372995585457012
leaf_count=744 336 734 307 191 265 489 55
internal_value=0 -0.0015989 0.00113934 0.00745337 -0.000782884 0.00549041 0.0211528
internal_weight=0 0.00995627 0.00886208 0.00693961 0.00495638 0.00393661 0.00213098
internal_count=3121 2785 2041 1307 1000 809 320
is_linear=0
shrinkage=0.1


Tree=3968
num_leaves=9
num_cat=0
split_feature=133 12 52 16 1 13 1 16
split_gain=2.44799e-05 3.86378e-05 0.000104417 0.000102482 8.29541e-05 6.83831e-05 7.13905e-05 0.000128923
threshold=0.099660000000000012 0.09334000000000002 0.091275000000000009 0.071345000000000006 0.111945 -0.094514999999999988 0.086560000000000012 -0.073849999999999985
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 5 -3 -1 -7 -8
right_child=-2 4 -4 -5 -6 6 7 -9
leaf_value=0.027176520360780422 -0.014886674867965478 -0.030731933517737627 0.028164884971506161 -0.025817357427989341 0.009378527476896702 0.019170478124330675 -0.03160430382800164 0.012615360669301676
leaf_weight=0.0011304754359388039 0.0010084980472754796 0.0010329355983803622 0.0015240771860386181 0.0013167234315659762 0.0010295159799998677 0.0012244209683422449 0.0013523598687064696 0.0012865698728749693
leaf_count=200 483 447 392 279 124 710 260 226
internal_value=0 0.00146787 0.00467366 -0.000999762 -0.01071 0.0055439 -0.000786135 -0.0100457
internal_weight=0 0.00989708 0.00783463 0.00631055 0.00206245 0.00499383 0.00386335 0.00263893
internal_count=3121 2638 2067 1675 571 1396 1196 486
is_linear=0
shrinkage=0.1


Tree=3969
num_leaves=11
num_cat=0
split_feature=484 47 47 4 12 151 4 12 1 16
split_gain=0.000135642 8.437e-05 0.000125686 0.00010774 6.74732e-05 7.92651e-05 0.000103352 6.45255e-05 4.97272e-05 2.04567e-06
threshold=-1.0000000180025095e-35 0.13148500000000005 0.10254000000000001 0.27834500000000006 0.10124000000000001 -0.024429999999999997 -0.0029599999999999995 0.088305000000000008 0.094385000000000011 -0.004174999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 9 -8 -7
right_child=1 -3 -4 -5 -6 6 8 -9 -10 -11
leaf_value=-0.00067733522705603461 0.00043582164637113416 -0.0004888502258021672 0.00072793186623501375 0.00055658700660800287 -0.00050724517235242392 -5.0226467987669874e-05 -0.00065749884686599818 0.00040484717659564014 -0.0001023120778575327 -0.00017554534069094259
leaf_weight=0.0010829759711963411 0.0014018306258979825 0.0010335235637398141 0.0010937984777732697 0.0012901280948431895 0.0010884380177449589 0.0010011348178040908 0.0012879339113014221 0.0017199631054289725 0.0011964831400674003 0.0010020583813979194
leaf_count=515 291 55 121 288 273 450 284 617 57 170
internal_value=0 4.69478e-05 9.69182e-05 2.78149e-05 -5.06165e-05 1.4699e-05 -8.04014e-05 0.000126272 -0.000390124 -0.000112915
internal_weight=0 0.0121153 0.0110818 0.00998797 0.00869784 0.0076094 0.00620757 0.00372316 0.00248442 0.00200319
internal_count=3121 2606 2551 2430 2142 1869 1578 1237 341 620
is_linear=0
shrinkage=0.00196078


Tree=3970
num_leaves=11
num_cat=0
split_feature=484 42 43 3 133 16 48 4 2 1
split_gain=0.000114422 5.59765e-05 0.000115043 0.000224213 0.000102512 0.00011595 0.000165037 9.24863e-05 6.38133e-05 1.01871e-05
threshold=-1.0000000180025095e-35 -0.098769999999999983 -0.074359999999999996 -0.077774999999999983 -0.0061299999999999992 0.22339500000000004 0.086260000000000017 -0.083644999999999983 0.10882500000000002 0.086255000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 7 -4 6 8 -3 9 -6
right_child=1 2 4 -5 5 -7 -8 -9 -10 -11
leaf_value=-0.00062919117357258358 -0.00037819155374298609 0.00042640334199690508 -0.00057510646239501174 0.0011727220949473581 0.0008138168268195864 -0.00050203424598280276 -0.00025760593645288079 -0.00038391648279423904 7.0701275247261384e-05 0.00053644106324234487
leaf_weight=0.0010335764266416669 0.0010570179635472363 0.0011750494039430984 0.0011600243227310346 0.0010042832771038281 0.0010127505401198043 0.0011448639747978512 0.0019353604635909344 0.0010044342998328582 0.0010056626223552737 0.0010235622648866571
leaf_count=515 191 138 661 285 218 176 158 420 150 209
internal_value=0 5.18383e-05 9.52694e-05 0.000406176 -4.06583e-05 6.06081e-05 0.000190024 5.29603e-05 0.000474815 0.000674393
internal_weight=0 0.011523 0.010466 0.00318377 0.00728222 0.0061222 0.00497734 0.00217948 0.00304198 0.00203631
internal_count=3121 2606 2415 843 1572 911 735 558 577 427
is_linear=0
shrinkage=0.00196078


Tree=3971
num_leaves=9
num_cat=0
split_feature=14 15 43 49 42 16 16 49
split_gain=2.57802e-05 4.45818e-05 3.35442e-05 5.73046e-05 7.54273e-05 6.30378e-05 9.35331e-05 5.87391e-05
threshold=-1.0000000180025095e-35 -0.10653 -0.17390999999999998 -0.043469999999999995 0.086325000000000013 0.18438500000000005 -0.014034999999999997 -0.083629999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 7 5 6 -5 -4
right_child=1 2 3 4 -6 -7 -8 -9
leaf_value=-0.014959376102193384 0.01797364031885763 0.012032632548685411 -0.0060215808829017763 -0.010858297117613101 -0.033937044413855075 -0.024072398998263862 0.027743623312570666 0.027004853499584865
leaf_weight=0.0010489352901049314 0.0014127178002544512 0.0015583090863490398 0.0011641025824172006 0.0015496223764039857 0.0010559679194765137 0.0010678563652761017 0.0010550562472955993 0.0010021018463316073
leaf_count=161 388 182 172 720 820 228 260 190
internal_value=0 0.00153021 -0.00121791 -0.00421274 -0.0103833 -0.00361087 0.00477787 0.00925669
internal_weight=0 0.00986573 0.00845302 0.00689471 0.0047285 0.00367253 0.00260468 0.0021662
internal_count=3121 2960 2572 2390 2028 1208 980 362
is_linear=0
shrinkage=0.1


Tree=3972
num_leaves=11
num_cat=0
split_feature=484 42 43 3 2 13 4 15 151 43
split_gain=0.000121642 7.8155e-05 0.000122532 0.000210519 0.000125997 0.0001231 9.02283e-05 8.01991e-05 0.000109699 0.000100574
threshold=-1.0000000180025095e-35 -0.098769999999999983 -0.074359999999999996 -0.077774999999999983 0.089885000000000007 -0.004174999999999999 -0.083644999999999983 -1.0000000180025095e-35 -0.0077149999999999988 0.08845500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 6 5 -4 -3 8 -6 -9
right_child=1 2 4 -5 7 -7 -8 9 -10 -11
leaf_value=-0.00065712923343552276 -0.00046381103645711988 0.00044122397927684991 -0.00092898957502909971 0.0011400891002624201 -0.00015725176783023962 -2.2150412157101471e-05 -0.00035035902399999075 -0.00056601971708380094 0.00065041141535261086 0.00024941042742339983
leaf_weight=0.001035837058385918 0.0010611490894953885 0.0011824776627461023 0.0010297987536360691 0.0010379891684989544 0.0010240340218761329 0.0013046276310340319 0.0010409929469152291 0.0011145651485930733 0.0017539484116008757 0.0012159550032993446
leaf_count=515 191 138 602 285 97 187 420 297 327 62
internal_value=0 4.3758e-05 9.40744e-05 0.000410987 -4.47952e-05 -0.00042219 7.06176e-05 0.000127662 0.000352687 -0.000140567
internal_weight=0 0.0117655 0.0107044 0.00326146 0.00744293 0.00233443 0.00222347 0.0051085 0.00277798 0.00233052
internal_count=3121 2606 2415 843 1572 789 558 783 424 359
is_linear=0
shrinkage=0.00196078


Tree=3973
num_leaves=10
num_cat=0
split_feature=484 4 12 150 49 12 16 47 43
split_gain=0.000144977 4.24797e-05 6.93967e-05 7.30816e-05 8.05216e-05 9.02407e-05 0.000106748 8.81265e-05 5.74573e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 0.10673000000000001 0.089910000000000018 -0.072814999999999977 -0.040564999999999997 -0.088394999999999987 0.092165000000000011 -0.084004999999999982
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -7 8 -8
right_child=1 -3 -4 -5 5 6 7 -9 -10
leaf_value=-0.00070376388627177867 0.00062072406512262866 0.00033286506975742022 -0.00048350772182966331 -0.00036061448499753463 -0.00047434303341674648 -0.00032871136182349746 0.00043351993377925687 0.00074772165080160815 -0.00012141560337411601
leaf_weight=0.0010593975976133435 0.0011118794979187883 0.0017768773240350354 0.0010098757060820569 0.0013584492953582772 0.0010579522654866969 0.0013456438675507549 0.0012752846106252205 0.0012272867116292687 0.0016395661369388449
leaf_count=515 164 346 202 188 124 383 244 111 844
internal_value=0 5.34425e-05 3.921e-06 5.85172e-05 0.000132871 5.00021e-05 0.000151087 0.000306958 0.000121376
internal_weight=0 0.0118028 0.0100259 0.00901606 0.00765761 0.00654573 0.00548778 0.00414214 0.00291485
internal_count=3121 2606 2260 2058 1870 1706 1582 1199 1088
is_linear=0
shrinkage=0.00196078


Tree=3974
num_leaves=11
num_cat=0
split_feature=484 41 4 3 133 1 3 16 43 3
split_gain=0.000109568 6.96712e-05 0.000116241 0.000183349 0.000118171 0.000117046 0.000174467 0.000114142 0.000125729 9.15197e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.49405499999999997 -0.12018999999999998 0.076280000000000014 0.095285000000000022 0.013900000000000001 -0.27167499999999994 -0.079584999999999975 0.12178000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 -7 -9 -10
right_child=1 -3 3 4 -6 7 -8 8 9 -11
leaf_value=-0.00059998995263018599 -0.00052294762360866694 -0.00043736332248461298 0.00089145358041305914 -0.00090313210214554253 0.00058935547988392878 -0.00035473024776510681 8.8984261779547286e-05 -0.00022010801635459693 0.00096557077720094923 0.00018226681496893971
leaf_weight=0.0010766294749351571 0.0010456325279623166 0.0010186856907322761 0.001175398845121454 0.0012265945858396608 0.0013955494284275611 0.001216012829582446 0.0015334030545701705 0.0010373283017774387 0.0012350891432208622 0.0010705485534528991
leaf_count=515 125 147 139 905 743 154 77 90 135 91
internal_value=0 5.30877e-05 9.8775e-05 0.000164508 6.64588e-05 -3.32448e-05 -0.000351931 0.000159687 0.000346808 0.000601869
internal_weight=0 0.0119542 0.0109356 0.00988992 0.00871453 0.00731898 0.00276 0.00455898 0.00334297 0.00230564
internal_count=3121 2606 2459 2334 2195 1452 982 470 316 226
is_linear=0
shrinkage=0.00196078


Tree=3975
num_leaves=9
num_cat=0
split_feature=484 41 3 1 3 133 0 15
split_gain=0.000117659 7.05457e-05 0.000110282 8.61747e-05 0.000109458 0.000103249 9.63807e-05 3.26726e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.12018999999999998 0.094825000000000007 0.083060000000000009 0.076280000000000014 -0.13455999999999999 -0.074054999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 -4 -6
right_child=1 -3 3 4 7 -7 -8 -9
leaf_value=-0.0006411132106872243 0.00059500177363269833 -0.00045321190491129636 8.177567377312855e-06 0.00055330356221180315 0.00016023163423122238 0.00020602249868981296 -0.00070906160699827562 -0.00026535495392998484
leaf_weight=0.00105272778922699 0.0014371790925666985 0.0010076691135864494 0.0012635155667958268 0.0019550884834570225 0.0013877385267382913 0.0017032544736708078 0.0016754886613049044 0.0013863981146264998
leaf_count=515 193 147 81 396 141 600 931 117
internal_value=0 4.29814e-05 8.92405e-05 1.16786e-05 0.000197967 -0.000178099 -0.000400711 -5.24588e-05
internal_weight=0 0.0118163 0.0108087 0.00937148 0.00472923 0.00464226 0.002939 0.00277414
internal_count=3121 2606 2459 2266 654 1612 1012 258
is_linear=0
shrinkage=0.00196078


Tree=3976
num_leaves=10
num_cat=0
split_feature=484 4 150 156 42 43 13 42 43
split_gain=0.000132812 7.83428e-05 8.33542e-05 0.000101518 9.68778e-05 7.32886e-05 0.000103761 0.000144018 0.000134417
threshold=-1.0000000180025095e-35 0.27044500000000005 0.089910000000000018 0.08549000000000001 0.091735000000000025 0.12450000000000001 -0.095539999999999986 -1.0000000180025095e-35 -0.0030899999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -8 -9
right_child=1 -3 -4 -5 -6 -7 7 8 -10
leaf_value=-0.00066628989853394346 -0.00044621696468966743 0.00041125329866869415 -0.00045620530559635275 -0.00053997745017543585 -0.00039074002742876091 0.00068042955121548751 -0.00025401884285260456 0.00093593590792279884 0.00013145683063244733
leaf_weight=0.0010964668260437715 0.0010104388787339725 0.001907060584650626 0.0014557634977183593 0.0010002364854482275 0.0012040401416381153 0.0010827591050665735 0.0015149146008313855 0.0014020630476777511 0.0018549771554162958
leaf_count=515 92 346 197 232 394 138 582 416 209
internal_value=0 4.55851e-05 -2.06703e-05 4.92388e-05 0.000122277 0.000212252 0.000124585 0.000245449 0.000477762
internal_weight=0 0.0124323 0.0105252 0.00906943 0.00806919 0.00686515 0.00578239 0.00477195 0.00325704
internal_count=3121 2606 2260 2063 1831 1437 1299 1207 625
is_linear=0
shrinkage=0.00196078


Tree=3977
num_leaves=10
num_cat=0
split_feature=484 43 42 160 51 0 42 4 15
split_gain=0.000124894 7.24523e-05 9.37424e-05 7.389e-05 0.000115827 0.000134076 0.000103956 8.85873e-05 0.000160634
threshold=-1.0000000180025095e-35 0.16180500000000003 -0.098769999999999983 0.086870000000000017 0.081440000000000026 -0.077999999999999986 1.0000000180025095e-35 0.033845000000000007 -0.093244999999999981
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=-0.00065432335202999029 -0.00047174757432209759 -0.00045310877736726217 -0.00045645998489652706 -0.00027213995101458459 0.00081068322940719504 0.00074342325465594358 -5.4212140773395925e-06 -0.00022674258166980875 0.00072296256854719474
leaf_weight=0.0010531740689519167 0.0010153344391710057 0.0010087402071479292 0.0015706743313315761 0.0013551633242747741 0.0011130928621456886 0.0018443266688777931 0.0011616504200068305 0.0018762959763533736 0.0010782052089985937
leaf_count=515 175 201 828 193 282 303 320 189 115
internal_value=0 4.9857e-05 9.5919e-05 0.00015356 0.000220297 0.000133039 0.000454035 -8.01923e-05 0.000119839
internal_weight=0 0.0120235 0.0110147 0.00999941 0.00864425 0.00753115 0.00300598 0.00452518 0.0029545
internal_count=3121 2606 2405 2230 2037 1755 623 1132 304
is_linear=0
shrinkage=0.00196078


Tree=3978
num_leaves=9
num_cat=0
split_feature=132 42 160 43 42 0 16 16
split_gain=2.39228e-05 5.43294e-05 5.28414e-05 7.0465e-05 7.36931e-05 6.52594e-05 0.00023013 5.22703e-05
threshold=0.079970000000000013 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 0.082250000000000004 -0.15931499999999996 -0.056919999999999991 -0.0064149999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 7 -4 5 -5 -7 -3
right_child=-2 2 3 4 -6 6 -8 -9
leaf_value=-0.020363809219040067 0.014581420649836538 -0.028346368561406023 0.024164220192893882 -0.0081578389553379083 -0.024121258784400423 0.052153245294454857 -0.011735300476136176 0.003606478413370192
leaf_weight=0.0013334264054734252 0.0010099841118064836 0.0010484830908817182 0.0015673304583171772 0.0018276730567980959 0.001020010543552885 0.0010310452929679723 0.0012441239621017201 0.0010004815827501148
leaf_count=700 330 486 416 121 504 124 168 272
internal_value=0 -0.0015621 0.00130668 0.00560997 -6.66838e-05 0.00591354 0.0172173 -0.0127442
internal_weight=0 0.0100726 0.00873915 0.00669018 0.00512285 0.00410284 0.00227517 0.00204896
internal_count=3121 2791 2091 1333 917 413 292 758
is_linear=0
shrinkage=0.1


Tree=3979
num_leaves=10
num_cat=0
split_feature=159 15 2 43 42 16 15 52 2
split_gain=2.49011e-05 5.989e-05 4.41929e-05 6.74266e-05 0.000112783 8.08825e-05 5.45302e-05 4.42925e-05 2.75744e-05
threshold=0.091005000000000016 -0.11713499999999999 0.091185000000000002 -0.074359999999999996 0.082810000000000009 -0.087659999999999988 1.0000000180025095e-35 -0.0092699999999999987 0.10699500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5 7 -4 -9
right_child=-2 2 6 5 -6 -7 -8 8 -10
leaf_value=-0.01649164525890898 -0.015111572650453551 0.001628215481875537 0.021703934670739236 0.020666996304049237 0.048934611987530734 -0.017803392303397392 -0.020719784639696009 -0.015506005995814337 0.0077360401397612785
leaf_weight=0.0015728138623751576 0.0010015452281087875 0.001010592906525841 0.0010119408888662391 0.0010125004577386314 0.0010052946143463005 0.0011874715019574978 0.0011793905394046444 0.0010206240183043211 0.0010211993659118594
leaf_count=365 382 210 316 284 372 584 308 175 125
internal_value=0 0.00142547 0.0047608 0.0120079 0.0252192 -9.80366e-05 -0.00245665 0.00459673 -0.00388171
internal_weight=0 0.0100218 0.00844901 0.00421586 0.00201589 0.00219997 0.00423315 0.00305376 0.00204182
internal_count=3121 2739 2374 1450 582 868 924 616 300
is_linear=0
shrinkage=0.1


Tree=3980
num_leaves=8
num_cat=0
split_feature=1 3 3 3 133 3 4
split_gain=2.47e-05 5.31015e-05 0.000126027 4.94376e-05 7.87324e-05 8.23061e-05 4.39044e-05
threshold=0.094385000000000011 -0.077774999999999983 0.083060000000000009 -0.12018999999999998 0.076280000000000014 0.013900000000000001 0.056795000000000005
decision_type=2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 -5 -4
right_child=1 2 6 4 -6 -7 -8
leaf_value=0.01205963000687931 -0.012289403378905236 0.034990012433960806 0.01383073755493449 -0.039800101000889779 0.0086003699948660247 -0.0049134780851575431 -0.012499271999603569
leaf_weight=0.0013316106557041919 0.0013676205301922546 0.0013831837079260239 0.001038759156097413 0.0011927774992852584 0.0014762500509211854 0.0015616716093674876 0.0016224344513529332
leaf_count=174 277 376 128 1059 809 136 162
internal_value=0 0.00474463 0.0105047 -0.00474459 -0.0100337 -0.0200207 -0.00222173
internal_weight=0 0.005412 0.00404438 0.00556231 0.0042307 0.00275445 0.00266119
internal_count=3121 943 666 2178 2004 1195 290
is_linear=0
shrinkage=0.1


Tree=3981
num_leaves=12
num_cat=0
split_feature=484 43 40 133 3 0 42 49 16 0 2
split_gain=0.000182723 9.128e-05 0.000118725 0.000129037 0.000130515 0.000158087 0.000133343 0.000114131 0.000101191 8.67036e-05 7.61863e-05
threshold=-0.0068949999999999992 0.16180500000000003 -0.074429999999999982 0.091410000000000005 -0.12018999999999998 -0.053834999999999994 0.088200000000000014 -0.069799999999999987 -0.073404999999999984 -0.18113999999999997 0.092120000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 10 6 7 -6 9 -9 -4
right_child=1 -3 3 -5 5 -7 -8 8 -10 -11 -12
leaf_value=-0.00081719910137374079 0.0007335491977437064 -0.00051271963033241736 0.00016404136553107229 -0.00062899020029839848 -0.00057487004461516096 -0.00062410259360883545 0.00074952025425154055 5.2544324840930132e-05 -0.00021127911432534561 0.00083154752978308413 0.00092073681532326074
leaf_weight=0.0010145673951188405 0.001028397587347016 0.0010255245144033835 0.0010157986833237952 0.001015070947819067 0.0010910221138486428 0.0013391678393011855 0.0010669239586017015 0.001161782327696593 0.0017440026667751088 0.0010419739130150514 0.0010305356290999587
leaf_count=503 225 202 93 468 104 187 276 73 340 502 148
internal_value=0 4.78751e-05 9.77164e-05 3.54785e-05 0.000106542 -1.40054e-05 0.000119808 -1.35293e-05 0.000141606 0.00042087 0.000545114
internal_weight=0 0.0125602 0.0115347 0.0105063 0.00949121 0.00744487 0.0061057 0.00503878 0.00394776 0.00220376 0.00204633
internal_count=3121 2618 2416 2191 1723 1482 1295 1019 915 575 241
is_linear=0
shrinkage=0.00196078


Tree=3982
num_leaves=11
num_cat=0
split_feature=484 41 4 3 133 1 3 16 43 3
split_gain=0.000116481 6.47517e-05 9.9526e-05 0.000174844 0.000114271 0.000130033 0.000139662 7.81278e-05 8.97736e-05 9.30892e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.49405499999999997 -0.12018999999999998 0.083950000000000011 0.095285000000000022 0.013900000000000001 -0.27167499999999994 -0.079584999999999975 0.12178000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 -7 -9 -10
right_child=1 -3 3 4 -6 7 -8 8 9 -11
leaf_value=-0.00062285871310201635 -0.00049340031225106741 -0.00042033189551777612 0.00086742336254472989 -0.00086029044969312539 0.0005777040509192641 -0.00025686788820290931 1.8427143630992487e-05 -0.00014063949989256955 0.00091173058429473892 0.00011499288364695457
leaf_weight=0.0010793183765734149 0.0010076451553716571 0.0010302356968939158 0.0011639160331352897 0.0012436251221552216 0.0013757240744478065 0.0012302351515802445 0.0015775306358770669 0.0010942399188154095 0.0012188477484762874 0.001049077358817152
leaf_count=515 125 147 139 920 728 154 77 90 135 91
internal_value=0 4.96488e-05 9.38234e-05 0.000153273 5.8702e-05 -3.76086e-05 -0.00036893 0.000165925 0.000320628 0.000543182
internal_weight=0 0.0119911 0.0109608 0.0099532 0.00878928 0.00741356 0.00282116 0.0045924 0.00336217 0.00226793
internal_count=3121 2606 2459 2334 2195 1467 997 470 316 226
is_linear=0
shrinkage=0.00196078


Tree=3983
num_leaves=8
num_cat=0
split_feature=4 42 49 160 0 43 12
split_gain=2.61347e-05 4.08463e-05 5.99905e-05 6.17297e-05 5.95633e-05 6.29958e-05 5.68474e-05
threshold=0.27044500000000005 0.091735000000000025 -0.00064499999999999985 0.079055000000000014 -0.10096999999999999 -0.17390999999999998 0.088365000000000013
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=-0.027024838890048676 0.011056160468492945 -0.020364151000214381 0.0212321293222556 0.0038059631366634387 0.019757199281312466 0.0045025178131724384 -0.024479548059892754
leaf_weight=0.0013595118758195617 0.0017698298576584856 0.0010926378041584322 0.0017714762681231462 0.0012433477161653481 0.001053978748892384 0.0014481438280372391 0.0012705974430605534
leaf_count=332 365 562 226 176 96 734 630
internal_value=0 -0.00220858 0.000226348 -0.0122974 0.00610594 -0.000996546 -0.00904218
internal_weight=0 0.00923969 0.00814706 0.00260286 0.0055442 0.00377272 0.00271874
internal_count=3121 2756 2194 508 1686 1460 1364
is_linear=0
shrinkage=0.1


Tree=3984
num_leaves=9
num_cat=0
split_feature=41 3 3 42 0 52 1 3
split_gain=0.000110345 8.05708e-05 6.99153e-05 7.08674e-05 6.53788e-05 8.89803e-05 0.000157394 0.000106478
threshold=1.0000000180025095e-35 -0.12018999999999998 -0.078934999999999991 0.08623500000000002 -0.019414999999999998 1.0000000180025095e-35 0.11181500000000001 0.090900000000000009
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=0.0004578283170174131 -0.00061526611716720904 -0.00036533308001256739 -0.00037274919748391075 0.00045068127889051634 0.00034413253181718142 0.00037182373873948578 -0.00077668494636072571 0.00038543814016113508
leaf_weight=0.0015820769723428564 0.0010567846782525156 0.0018261884256781874 0.0013887046815336057 0.0014595387482671711 0.0014533014343262041 0.0011058473239463403 0.0014541237975182041 0.0014617395472203976
leaf_count=221 173 1385 209 559 124 193 156 101
internal_value=0 4.62535e-05 -1.79021e-05 5.8327e-05 -2.51053e-05 -0.000124287 -0.000251738 1.60577e-05
internal_weight=0 0.0117315 0.0101494 0.00832326 0.00686372 0.00541042 0.00430457 0.00285044
internal_count=3121 2948 2727 1342 783 659 466 310
is_linear=0
shrinkage=0.00196078


Tree=3985
num_leaves=10
num_cat=0
split_feature=41 474 160 52 48 52 2 160 13
split_gain=0.000101567 0.000104606 9.56603e-05 0.000108998 8.08714e-05 9.2804e-05 0.000213118 0.000145827 7.96361e-05
threshold=1.0000000180025095e-35 0.084660000000000027 -1.0000000180025095e-35 0.10744000000000002 0.10396500000000002 -0.10286999999999999 0.10097500000000002 0.083670000000000008 -0.084034999999999985
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=-0.00043396851945793968 -0.0005863951605489233 0.00063506163992092433 0.00032947973348848402 0.00065385906895599642 0.00049581706310844475 0.00061680691020399401 -0.000952579370431768 -0.00064056683978348772 -3.1841335681317286e-05
leaf_weight=0.0017532457422628307 0.0010770668435695291 0.0010444033189351441 0.0015721429583666719 0.0010707818999115453 0.0010454711506596185 0.0011490303126127023 0.0011687513534729219 0.0010425584301623518 0.0019845311519805686
leaf_count=696 173 331 365 163 109 221 239 161 663
internal_value=0 4.25396e-05 -1.48313e-05 6.6518e-05 -1.24666e-05 -8.92911e-05 -0.000212469 -5.33717e-06 0.000206008
internal_weight=0 0.0118309 0.0107865 0.00903327 0.00796249 0.00691701 0.00534487 0.00417612 0.00313356
internal_count=3121 2948 2617 1921 1758 1649 1284 1045 884
is_linear=0
shrinkage=0.00196078


Tree=3986
num_leaves=8
num_cat=0
split_feature=15 15 150 43 43 52 16
split_gain=3.06292e-05 3.5707e-05 4.90674e-05 4.53514e-05 8.39061e-05 0.00010132 9.81299e-05
threshold=-0.24436499999999997 -0.095869999999999983 0.097810000000000022 0.13895500000000002 -0.074359999999999996 -0.0064899999999999992 0.22339500000000004
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=0.016582830612613234 -0.013713128502295245 -0.0064995267390933493 0.021172728291888685 0.01701026309549326 -0.040339871890491097 -0.0024270279980776249 0.032115440931562454
leaf_weight=0.0010024790034179809 0.0019979184333357913 0.0019183153536804151 0.0010690972502590398 0.0010791867345862835 0.0011511778835846347 0.0018182223372984732 0.0010017615660006152
leaf_count=253 373 721 213 174 366 847 174
internal_value=0 -0.00174897 0.00122492 -0.00183538 -0.00528865 -0.0171251 0.00674772
internal_weight=0 0.0100357 0.00803776 0.00696866 0.00588948 0.0029694 0.00292008
internal_count=3121 2868 2495 2282 2108 1213 895
is_linear=0
shrinkage=0.1


Tree=3987
num_leaves=9
num_cat=0
split_feature=484 2 16 4 0 16 15 15
split_gain=2.50997e-05 3.84709e-05 9.70301e-05 6.38779e-05 8.71985e-05 9.5462e-05 3.67296e-05 1.30875e-05
threshold=0.084040000000000017 0.10912000000000001 -0.074319999999999983 -0.35136499999999998 -0.059114999999999994 -0.056919999999999991 -0.095869999999999983 0.084370000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 -5 -8
right_child=-2 2 -4 4 -6 -7 7 -9
leaf_value=-0.027993402453599749 0.013119590193860917 -0.01131720511798621 0.024906621068056401 -0.014344064821492678 0.019850179244928285 -0.035183530839136626 0.015998793262173974 -7.7260453158511382e-05
leaf_weight=0.0011025032241691671 0.0012742169635047403 0.0014093355956455093 0.0015557578288998247 0.001177800361747746 0.0014114497875373153 0.0010389778468147043 0.0010006239396552416 0.0010253004381382581
leaf_count=150 368 239 310 206 137 713 357 641
internal_value=0 -0.00180689 0.00768911 -0.00597412 -0.00168058 -0.00884337 -0.000301176 0.00786286
internal_weight=0 0.00972175 0.00296509 0.00675666 0.00565415 0.0042427 0.00320372 0.00202592
internal_count=3121 2753 549 2204 2054 1917 1204 998
is_linear=0
shrinkage=0.1


Tree=3988
num_leaves=10
num_cat=0
split_feature=48 16 52 52 43 43 151 4 15
split_gain=2.65381e-05 8.53337e-05 6.30694e-05 5.57479e-05 7.482e-05 8.91073e-05 6.79665e-05 7.19706e-05 5.42466e-05
threshold=0.11951500000000001 -0.48836499999999994 0.11434500000000002 0.091275000000000009 -0.13868499999999997 -0.074359999999999996 -0.0064299999999999991 -0.077679999999999985 -0.10091499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7 -8 -9
right_child=-2 2 -4 -5 5 6 7 8 -10
leaf_value=0.027743583112061945 -0.015444910817809104 -0.023184766259185544 -0.024976123620441798 0.02285704601406879 0.02880140533915352 0.018166153884559791 0.0099555284001857161 -0.0060359581293788194 -0.038162383759299028
leaf_weight=0.0011019761833964822 0.0010184215998330715 0.001338190104219021 0.0010339522658734755 0.0010403726962227092 0.0010881771058913739 0.0011073811361452289 0.001118130363336228 0.0010964615123903428 0.0010094931773573872
leaf_count=244 114 217 401 207 667 137 602 187 345
internal_value=0 0.00150486 -0.00176891 0.0013081 -0.00200938 0.00321914 -0.00320779 -0.0105491 -0.0214358
internal_weight=0 0.00993413 0.00883216 0.00779821 0.00675783 0.00541964 0.00433147 0.00322409 0.00210595
internal_count=3121 3007 2763 2362 2155 1938 1271 1134 532
is_linear=0
shrinkage=0.1


Tree=3989
num_leaves=8
num_cat=0
split_feature=133 0 4 15 43 0 4
split_gain=2.19363e-05 3.8486e-05 4.61968e-05 6.13348e-05 7.86502e-05 7.53242e-05 0.00010033
threshold=0.099660000000000012 1.0000000180025095e-35 -0.059649999999999988 -0.016799999999999995 -0.079329999999999984 -0.10474999999999998 0.033845000000000007
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=-0.017186751728593363 -0.013993157327529523 0.015133673812949004 -0.027444452729609305 0.017793234159186717 0.017080884090977876 0.025194175563972562 -0.02229391098034951
leaf_weight=0.0015199184206834346 0.0010245231456251893 0.0016868780748771879 0.0010862845273489222 0.0018185951120986881 0.0011056996648206373 0.0010943469586156052 0.0015603710277821495
leaf_count=784 483 292 494 375 96 403 194
internal_value=0 0.00137996 -0.00145452 0.00213298 -0.00374311 0.00310357 -0.005964
internal_weight=0 0.00987209 0.00818522 0.0066653 0.0048467 0.00376042 0.00266607
internal_count=3121 2638 2346 1562 1187 693 290
is_linear=0
shrinkage=0.1


Tree=3990
num_leaves=10
num_cat=0
split_feature=484 41 3 1 3 16 42 2 3
split_gain=0.000117304 7.02343e-05 0.000119091 9.85296e-05 9.75913e-05 8.15021e-05 8.00774e-05 0.000145338 9.29215e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.12018999999999998 0.10089500000000001 0.088060000000000013 -0.071854999999999988 0.086325000000000013 0.084055000000000005 0.092670000000000016
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 -5 -6 7 -4 -9
right_child=1 -3 3 4 5 -7 -8 8 -10
leaf_value=-0.00064545577295683685 0.00060998248555830842 -0.00044822275713078409 0.00048215574845642017 0.00061560285650694461 0.00036065595524526004 -0.00032295614626419526 -0.00066818845727930937 -0.00063363294498919168 7.1092201607758689e-05
leaf_weight=0.0010474328858302061 0.0014428066177638943 0.0010394750271127554 0.0013245934296296415 0.0015680101828954044 0.0012715184827902654 0.0014185828069074313 0.001018896317388108 0.0015299516571001624 0.0013576980881264133
leaf_count=515 193 147 240 320 157 70 671 721 87
internal_value=0 3.88273e-05 8.51385e-05 5.33781e-06 0.000226794 1.63814e-07 -0.000174926 -5.56107e-05 -0.000302289
internal_weight=0 0.0119715 0.0109321 0.00948925 0.00425811 0.0026901 0.00523114 0.00421224 0.00288765
internal_count=3121 2606 2459 2266 547 227 1719 1048 808
is_linear=0
shrinkage=0.00196078


Tree=3991
num_leaves=9
num_cat=0
split_feature=4 1 4 2 13 2 48 12
split_gain=2.4699e-05 6.77654e-05 6.073e-05 4.96639e-05 6.15973e-05 6.63085e-05 0.0001129 8.24554e-05
threshold=0.24564500000000003 0.111945 0.098655000000000007 0.10981000000000002 -0.095539999999999986 0.084245000000000014 0.083985000000000018 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 7 -7 -6
right_child=1 -3 -4 -5 5 6 -8 -9
leaf_value=-0.025483826608699328 -0.0087938478366650953 0.024997771464672421 -0.024729643012371738 0.015378472525997708 0.033124408158429056 -0.031105227705473488 0.012124790941766439 -0.0056612583718862993
leaf_weight=0.0010727716926794816 0.0011312904250517196 0.0012482966028912043 0.0010816949991833387 0.0017467545140116255 0.0010953622899801099 0.0012548801050424954 0.0011649502418521899 0.0010971227604265759
leaf_count=139 150 276 121 352 192 1082 265 544
internal_value=0 0.00893274 -0.00259143 0.000630754 -0.00390051 0.00111952 -0.0102935 0.013716
internal_weight=0 0.00237959 0.00851354 0.00743184 0.00568509 0.00461232 0.00241983 0.00219249
internal_count=3121 426 2695 2574 2222 2083 1347 736
is_linear=0
shrinkage=0.1


Tree=3992
num_leaves=8
num_cat=0
split_feature=48 16 52 0 0 49 2
split_gain=2.35123e-05 7.48016e-05 5.42371e-05 5.6772e-05 7.63013e-05 6.38019e-05 4.87918e-05
threshold=0.11951500000000001 -0.48836499999999994 0.11434500000000002 -0.077999999999999986 -0.10607499999999999 -0.047584999999999995 0.096540000000000015
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -5
right_child=-2 2 -4 6 -6 -7 -8
leaf_value=0.025969152181156575 -0.014570675700815891 0.021289967922613978 -0.023368749441695084 -0.00052361841997314957 -0.027658405142422605 -0.0094270597495698071 0.022843393531921635
leaf_weight=0.0011026716743416333 0.001013301321614272 0.0010806534264667655 0.0010178468366953096 0.0019144197428561326 0.0012317001113645734 0.0018067327191504624 0.001675816134038909
leaf_count=244 114 106 401 418 1222 202 414
internal_value=0 0.00142796 -0.00167281 0.00119167 -0.00681995 0.00206931 0.0103834
internal_weight=0 0.00982984 0.00872717 0.00770932 0.00411909 0.00288739 0.00359024
internal_count=3121 3007 2763 2362 1530 308 832
is_linear=0
shrinkage=0.1


Tree=3993
num_leaves=11
num_cat=0
split_feature=484 42 43 3 2 15 0 43 13 3
split_gain=0.000122504 5.44119e-05 0.000116607 0.000276096 0.000146955 7.36277e-05 0.000103138 7.93099e-05 6.83547e-05 5.45691e-05
threshold=-1.0000000180025095e-35 -0.095859999999999987 -0.074359999999999996 -0.077774999999999983 0.089885000000000007 -1.0000000180025095e-35 -0.23051499999999997 0.08845500000000002 -0.004174999999999999 -0.10831999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 9 8 6 -6 -7 -4 -3
right_child=1 2 4 -5 5 7 -8 -9 -10 -11
leaf_value=-0.00064708634517297446 -0.00035918769477984364 0.00032235962508101389 -0.0008294659827382503 0.0012532703258436527 -0.00011756603439231681 -0.00049928447489912644 0.00066237286727488336 0.00022937538426418103 -0.0001473913078959587 -0.00030524435259367733
leaf_weight=0.0010511391407663851 0.0011184726105777877 0.0010726427837513472 0.0010212841598595229 0.0010150575052003132 0.0010577197225266617 0.0010796082602153294 0.0016988541085704557 0.0012270015648280092 0.0012640698656031914 0.0010580237334760442
leaf_count=515 210 103 600 282 64 297 359 62 184 445
internal_value=0 5.19363e-05 9.57537e-05 0.000411658 -3.9477e-05 0.000146812 0.000363104 -0.000111674 -0.000452198 1.07107e-05
internal_weight=0 0.0116127 0.0104943 0.00314572 0.00734854 0.00506318 0.00275657 0.00230661 0.00228535 0.00213067
internal_count=3121 2606 2396 830 1566 782 423 359 784 548
is_linear=0
shrinkage=0.00196078


Tree=3994
num_leaves=9
num_cat=0
split_feature=11 13 160 1 43 16 151 1
split_gain=2.44409e-05 3.80653e-05 8.94199e-05 7.79789e-05 7.21895e-05 0.000160801 9.0523e-05 0.000172699
threshold=0.079915000000000014 -0.084034999999999985 -0.081069999999999989 0.08844500000000001 -0.16318499999999997 0.033715000000000009 -0.0077149999999999988 0.095285000000000022
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -4 6 -6 -8
right_child=-2 2 4 -5 5 -7 7 -9
leaf_value=-0.0031548448489914678 -0.014900489943000032 0.022502892991824602 0.011431929479224071 0.02986051404761397 -0.026415341254332727 -0.04541462618127276 -0.019703662391045439 0.03842116851439855
leaf_weight=0.0016651383314410793 0.0010072304979782476 0.0011780912689454215 0.0014620627929533498 0.0012542613215032249 0.0010278808076008882 0.0011965407898768569 0.0010015972973658157 0.0010439601588182921
leaf_count=591 199 374 156 276 198 388 780 159
internal_value=0 0.00145552 -0.00258932 0.0110295 -0.00774646 -0.0143132 -0.00220495 0.00996063
internal_weight=0 0.00982953 0.00691013 0.0029194 0.00573204 0.00426998 0.00307344 0.00204556
internal_count=3121 2922 2055 867 1681 1525 1137 939
is_linear=0
shrinkage=0.1


Tree=3995
num_leaves=10
num_cat=0
split_feature=484 4 39 16 0 52 3 2 15
split_gain=0.000141846 8.19314e-05 8.10449e-05 8.82232e-05 7.55187e-05 7.48399e-05 5.66134e-05 9.45138e-05 8.98248e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 0.095450000000000021 -0.014034999999999997 -0.053834999999999994 0.091820000000000013 -0.08824499999999999 0.092365000000000017 -0.036009999999999993
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=-0.00069642280471951654 -0.00054513570763062204 0.00042416907877586296 -0.00054768680092417705 0.00053323930831431919 -0.00034159785925533807 0.00035921518251687251 -0.00013387660572350817 -0.00045034536438867976 0.00061314574009042639
leaf_weight=0.0010738771750823948 0.00105476540318438 0.0018729330826916897 0.0010153285073042353 0.0019042367007140043 0.0011759949656034541 0.0011674466836855391 0.0014182107895765847 0.0013542808911807327 0.001097966989733318
leaf_count=515 335 346 81 557 229 52 166 316 524
internal_value=0 4.72495e-05 -2.20408e-05 3.61418e-05 0.000243206 7.53047e-06 -0.000142437 -3.26952e-05 0.000192096
internal_weight=0 0.0120612 0.0101882 0.0091729 0.00424768 0.00234344 0.00492522 0.00387046 0.00251618
internal_count=3121 2606 2260 2179 838 281 1341 1006 690
is_linear=0
shrinkage=0.00196078


Tree=3996
num_leaves=9
num_cat=0
split_feature=14 15 16 48 15 3 0 43
split_gain=2.30404e-05 5.31182e-05 3.77318e-05 7.95925e-05 9.14369e-05 9.96558e-05 6.78889e-05 4.75061e-05
threshold=-1.0000000180025095e-35 -0.10653 -0.094359999999999986 0.091545000000000015 -0.016799999999999995 0.10542000000000001 -0.12333499999999999 -0.053764999999999993
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 6 4 -4 7 -3 -6
right_child=1 2 3 -5 5 -7 -8 -9
leaf_value=-0.01430938921244003 0.019235021291033015 -0.031081736364542763 -0.024617713829549085 0.026814788550437244 0.0060205743338727262 0.030365970343741513 0.0039045639541145645 -0.021875497292725143
leaf_weight=0.0010283285650022666 0.0014299800535853878 0.001060401761035619 0.0013992443523259813 0.001098241111874728 0.0014706035440166677 0.001114359072553639 0.0011628346484299674 0.0010437386069552632
leaf_count=161 388 121 568 166 532 54 302 829
internal_value=0 0.00142647 -0.00162355 0.00242615 -0.00290099 0.00547308 -0.0127826 -0.00555948
internal_weight=0 0.0097794 0.00834942 0.00612619 0.00502795 0.0036287 0.00222324 0.00251434
internal_count=3121 2960 2572 2149 1983 1415 423 1361
is_linear=0
shrinkage=0.1


Tree=3997
num_leaves=9
num_cat=0
split_feature=484 1 49 4 47 52 3 13
split_gain=2.19899e-05 3.43193e-05 6.86393e-05 8.80589e-05 8.14717e-05 8.31888e-05 8.44706e-05 0.000106416
threshold=0.084040000000000017 0.12337000000000002 -0.043469999999999995 0.0061450000000000003 0.092530000000000015 -1.0000000180025095e-35 -0.08824499999999999 -0.084319999999999992
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 -7 -8
right_child=-2 -3 4 -5 -6 6 7 -9
leaf_value=-0.0096808315326018662 0.012525036753609615 0.011294246071627547 -0.028717601539744404 0.031369159067495427 -0.035195874065373771 -0.020589660051380566 -0.0094073853973257113 0.031672373564595589
leaf_weight=0.0010342268649746829 0.0012290132947569274 0.0016779458775748419 0.0010872155182743096 0.0010562981104420253 0.0010559062005527598 0.0010806717200323506 0.001166898697112321 0.0013720552264611095
leaf_count=190 368 247 641 135 224 341 282 693
internal_value=0 -0.00168746 -0.00446115 0.0110609 -0.010092 -0.00446034 0.00282574 0.0127922
internal_weight=0 0.00953122 0.00785327 0.00209052 0.00576275 0.00470684 0.00361963 0.00253895
internal_count=3121 2753 2506 325 2181 1957 1316 975
is_linear=0
shrinkage=0.1


Tree=3998
num_leaves=8
num_cat=0
split_feature=52 13 3 15 2 0 0
split_gain=2.27953e-05 5.27852e-05 8.0629e-05 6.3701e-05 5.80306e-05 4.44666e-05 6.27372e-05
threshold=0.11434500000000002 -0.084034999999999985 0.11296500000000002 -0.10091499999999999 0.10005000000000001 -0.019414999999999998 -0.11242999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 6 -5
right_child=-2 2 -4 5 -6 -7 -8
leaf_value=-0.00065311517150426967 -0.011902666228671272 0.023773675019465371 -0.028148533188616189 0.0055704998068388705 0.027686013974308206 0.011919362810258471 -0.023561364403075769
leaf_weight=0.0015059802591326915 0.0014107309476824184 0.0010528130370503607 0.001086637259836154 0.0013502637985776137 0.0013890521337171606 0.0012771163171487396 0.0016336240688805291
leaf_count=589 501 243 78 156 187 210 1157
internal_value=0 0.00173949 -0.00332857 0.00174693 0.0129442 -0.00369546 -0.0103787
internal_weight=0 0.00929549 0.00640045 0.00531382 0.00289503 0.004261 0.00298389
internal_count=3121 2620 1844 1766 776 1523 1313
is_linear=0
shrinkage=0.1


Tree=3999
num_leaves=8
num_cat=0
split_feature=133 0 157 160 42 15 2
split_gain=2.21944e-05 2.97555e-05 4.40057e-05 7.25778e-05 9.17068e-05 0.000135246 7.81786e-05
threshold=0.099660000000000012 1.0000000180025095e-35 -0.06266999999999999 -1.0000000180025095e-35 0.08623500000000002 -1.0000000180025095e-35 0.089885000000000007
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=0.017497090208760738 -0.01417569406841911 0.013622570208447524 -0.027725017011852704 -0.016223055303764177 0.019274305302756294 -0.038943800918265839 0.016555672124529502
leaf_weight=0.0010975403762603789 0.0010076255773921157 0.001655920357116915 0.0010911382794164953 0.0012501533927388479 0.0017820277456524715 0.0010444082090408542 0.0017408124560932868
leaf_count=376 483 292 511 187 449 514 309
internal_value=0 0.0014203 -0.00110353 -0.00405856 0.000380433 -0.00796313 0.00285493
internal_weight=0 0.009662 0.00800608 0.00690854 0.0058174 0.00403537 0.00299097
internal_count=3121 2638 2346 1970 1459 1010 496
is_linear=0
shrinkage=0.1


Tree=4000
num_leaves=9
num_cat=0
split_feature=1 42 13 52 133 52 4 2
split_gain=2.22235e-05 6.98486e-05 4.257e-05 6.08224e-05 8.71151e-05 8.44981e-05 0.000115921 6.39459e-06
threshold=0.12337000000000002 0.091735000000000025 0.086705000000000018 0.10160000000000001 0.076280000000000014 -0.085984999999999992 -1.0000000180025095e-35 0.094095000000000012
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=-0.028363638555569018 0.010307031812740024 -0.026516374216165498 0.019323981860858996 -0.023600177315769817 0.02752106704867684 0.025235049395630663 -0.017301067308413645 -0.0060960924898621188
leaf_weight=0.0010710059570600396 0.0017336050455935672 0.0010329697511567834 0.0011065891715483179 0.0010788654620196188 0.0011034024854726012 0.0014608781712257789 0.0010147117913112621 0.0010225984629925247
leaf_count=261 294 576 262 324 524 624 124 132
internal_value=0 -0.00206987 0.00114371 -0.0018361 0.00230319 -0.00378661 0.0037379 -0.0116769
internal_weight=0 0.00889102 0.00785805 0.00675146 0.0056726 0.00456919 0.00349819 0.00203731
internal_count=3121 2827 2251 1989 1665 1141 880 256
is_linear=0
shrinkage=0.1


Tree=4001
num_leaves=10
num_cat=0
split_feature=48 4 151 15 16 0 4 4 12
split_gain=0.000129337 0.00012464 7.01844e-05 0.000117526 0.00011143 0.000116805 8.43929e-05 0.000182349 3.00271e-05
threshold=0.12879500000000002 0.40473500000000007 -0.024429999999999997 -0.10203999999999998 -0.088394999999999987 -0.082974999999999979 -0.084134999999999988 -0.49405499999999997 0.086850000000000024
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 8 -6 7 -7 -5
right_child=-2 -3 3 4 5 6 -8 -9 -10
leaf_value=0.00032111498425644431 -0.00068339917314893639 0.00059556764663915474 -0.00068284094419744949 -0.00063974060003484112 0.00060433310043138833 -0.00041809230335838296 -0.000409675769243685 0.00065998354864291349 -0.00016716650101337091
leaf_weight=0.0018101498891484472 0.0010230008094627143 0.0013870481015539988 0.0011647874123967925 0.0010208903677124787 0.0014792237983091089 0.0010831844210666551 0.0014906891993214191 0.0013612612432119704 0.0010471707158363883
leaf_count=460 90 286 212 185 486 145 725 246 286
internal_value=0 4.32786e-05 -2.99762e-05 -0.000103471 -1.32809e-05 0.000134602 -4.19707e-05 0.000182266 -0.000400451
internal_weight=0 0.0118444 0.0104574 0.00864721 0.00748242 0.00541436 0.00393513 0.00244445 0.00206806
internal_count=3121 3031 2745 2285 2073 1602 1116 391 471
is_linear=0
shrinkage=0.00196078


Tree=4002
num_leaves=8
num_cat=0
split_feature=4 42 49 0 52 13 15
split_gain=2.36324e-05 3.74253e-05 6.52871e-05 6.01071e-05 5.94267e-05 0.000128965 5.46287e-05
threshold=0.27044500000000005 0.091735000000000025 -0.00064499999999999985 -0.10096999999999999 0.091275000000000009 -0.0034749999999999994 -0.074054999999999996
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=0.0034558002685565249 0.010745270776667669 -0.019801621234598429 0.021950125882961649 0.013232171256463364 0.014756536680545258 -0.035497611798230584 -0.026255424864760315
leaf_weight=0.0011130604002546356 0.0017005907916283142 0.0010551994746343133 0.0017112965334678478 0.0010797666592614532 0.0014700364061204811 0.0010927188817761154 0.0013937345541094077
leaf_count=196 365 562 226 704 348 408 312
internal_value=0 -0.00211833 0.000255449 0.00649155 -0.000771061 -0.011278 -0.0130631
internal_weight=0 0.00891581 0.00786061 0.00535382 0.00364252 0.00217249 0.00250679
internal_count=3121 2756 2194 1686 1460 1112 508
is_linear=0
shrinkage=0.1


Tree=4003
num_leaves=8
num_cat=0
split_feature=1 0 3 2 0 51 48
split_gain=2.32294e-05 5.8187e-05 3.59249e-05 6.43411e-05 6.98665e-05 3.44685e-05 6.33978e-05
threshold=0.077565000000000009 0.062580000000000011 0.083060000000000009 0.082850000000000021 -0.077809999999999976 -0.031924999999999995 0.086425000000000016
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=-0.020816088292776549 -0.012635621440248782 0.0067971753152677216 -0.019947106125185497 0.027108422583732469 0.02070603253006921 0.021243657011150843 -0.011217771132658014
leaf_weight=0.0015716058510830151 0.0016164198652425892 0.0014834039860437513 0.0010183869824092473 0.0013576692485702318 0.0010283005814096787 0.0010085079442942319 0.0014913079064447776
leaf_count=1565 397 71 118 387 315 141 127
internal_value=0 -0.00740807 0.00293238 0.00941233 0.000328033 -0.00443938 0.00187824
internal_weight=0 0.00305501 0.00752059 0.00400239 0.00264472 0.0035182 0.00249982
internal_count=3121 1636 1485 1099 712 386 268
is_linear=0
shrinkage=0.1


Tree=4004
num_leaves=8
num_cat=0
split_feature=484 4 150 49 16 15 4
split_gain=0.000124348 5.04699e-05 7.34712e-05 0.000115072 6.98435e-05 0.000101865 0.000233045
threshold=-1.0000000180025095e-35 0.27044500000000005 0.089910000000000018 -0.072814999999999977 -0.088394999999999987 -0.016799999999999995 -0.084369999999999987
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=-0.00066115895230917576 0.00059388258676137636 0.00034789155464943404 -0.0004326031601326459 -0.00036236321360961794 -0.00030972455063285636 -0.00019783518599801516 0.00080158149284211802
leaf_weight=0.0010522576290510561 0.0012967067596366287 0.0017668086849802712 0.0013744715856727164 0.001908302694073551 0.0017799921526525349 0.0019435030120863866 0.0016659527570650669
leaf_count=515 177 346 197 463 431 397 595
internal_value=0 4.24555e-05 -1.16774e-05 5.56393e-05 -3.99989e-05 7.41442e-05 0.000263448
internal_weight=0 0.0117357 0.00996893 0.00859446 0.00729775 0.00538945 0.00360946
internal_count=3121 2606 2260 2063 1886 1423 992
is_linear=0
shrinkage=0.00196078


Tree=4005
num_leaves=11
num_cat=0
split_feature=133 484 133 15 12 16 151 2 52 4
split_gain=0.000190551 0.000164531 0.000101961 0.000184863 0.000146942 0.000113601 8.97796e-05 0.00012448 7.27152e-05 7.4649e-05
threshold=0.10622000000000002 -1.0000000180025095e-35 0.083950000000000011 1.0000000180025095e-35 0.088305000000000008 -0.008904999999999998 -0.044604999999999992 0.090675000000000019 1.0000000180025095e-35 0.076415000000000025
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 -3 -8 9 -7
right_child=-2 2 -4 4 -6 8 7 -9 -10 -11
leaf_value=-0.0006661726548915193 -0.00082294569419697546 -0.00048939741358698869 0.00065908526881243792 -0.00097735362077628284 5.2267924528148286e-05 -1.7374765773560357e-05 -0.0002309292784281896 0.0005096948538728948 0.0008927323746965684 0.00068012644977480841
leaf_weight=0.0011023323171997059 0.001022412040240177 0.0011113189529025477 0.0012351627454946631 0.0010421717197271522 0.0010905538420877699 0.0013955935387277704 0.0016943281715514323 0.0017987860451968401 0.0010633357342705214 0.0010218664588380645
leaf_count=450 435 147 415 388 376 341 189 251 52 77
internal_value=0 5.73356e-05 0.000126971 6.26486e-05 -0.000450864 0.000198103 -3.9776e-06 0.000150457 0.000465418 0.000277461
internal_weight=0 0.0125554 0.0114531 0.010218 0.00213273 0.00808523 0.00460443 0.00349311 0.0034808 0.00241746
internal_count=3121 2686 2236 1821 764 1057 587 440 470 418
is_linear=0
shrinkage=0.00196078


Tree=4006
num_leaves=8
num_cat=0
split_feature=14 1 42 484 457 4 16
split_gain=2.31812e-05 4.39293e-05 4.97859e-05 4.25987e-05 6.13851e-05 7.71912e-05 9.66323e-05
threshold=-1.0000000180025095e-35 0.12500000000000003 0.088915000000000008 0.073690000000000019 0.045365000000000009 -0.0029599999999999995 -0.078844999999999985
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=-0.014388162410494388 0.027058186459013256 0.019251357984236175 -0.017698014239374529 0.020657680219069195 0.018747053004150169 -0.021993008705025158 -0.011281615142439376
leaf_weight=0.0010219271477640837 0.0011150659513410619 0.0012119113328239112 0.0014893245436069713 0.0010844555038638515 0.0012461436923231015 0.0018584385231963196 0.0016016396158544937
leaf_count=161 485 203 792 272 191 414 603
internal_value=0 0.0014538 -0.00111545 0.00246082 -0.000929099 -0.00628834 0.00445487
internal_weight=0 0.00960698 0.00839507 0.00690574 0.00582129 0.00457514 0.00271671
internal_count=3121 2960 2757 1965 1693 1502 1088
is_linear=0
shrinkage=0.1


Tree=4007
num_leaves=8
num_cat=0
split_feature=1 3 15 2 12 3 1
split_gain=2.32606e-05 4.90616e-05 8.17657e-05 6.0412e-05 4.53245e-05 0.000150545 3.87638e-05
threshold=0.094385000000000011 -0.12018999999999998 -0.0058549999999999991 0.090675000000000019 0.090995000000000006 0.083060000000000009 0.11507500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -2 -7
right_child=4 2 3 -5 -6 6 -8
leaf_value=0.012245656249068267 0.041304304070407805 -0.029944311853078401 0.016912600190204598 -0.013260098983373644 -0.009515221211738702 0.0096899256590816541 -0.01503939343603039
leaf_weight=0.0012969719270727008 0.0011210478618198976 0.0013736564738871704 0.0011865476731459602 0.0015055928928967407 0.0015720952136198578 0.0012648446699851101 0.0012706561123166302
leaf_count=174 327 922 769 313 338 129 149
internal_value=0 -0.0046893 -0.0100915 3.83693e-05 0.00468413 0.010789 -0.00270307
internal_weight=0 0.00536277 0.0040658 0.00269214 0.00522864 0.00365655 0.0025355
internal_count=3121 2178 2004 1082 943 605 278
is_linear=0
shrinkage=0.1


Tree=4008
num_leaves=8
num_cat=0
split_feature=11 3 3 13 12 0 52
split_gain=5.00669e-05 5.19653e-05 7.41956e-05 6.79813e-05 8.63809e-05 0.000189395 0.000100811
threshold=0.081365000000000007 -0.12018999999999998 -0.078934999999999991 -0.094514999999999988 -0.010834999999999999 -0.088099999999999984 -0.0064899999999999992
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=0.00038215257378809378 -0.00041949816311180995 -0.00038560466830177525 0.0003788150747832864 0.00038540880757978376 -0.00028883275363140635 -0.00090227127822777096 0.00039107823774982742
leaf_weight=0.0014655204348044135 0.001001496049025539 0.0017006114350425153 0.0019932466953459637 0.0013885967300002909 0.0016723155687664842 0.0010498352665690288 0.0016814114901508893
leaf_count=178 178 1392 228 316 111 547 171
internal_value=0 3.85193e-05 -1.45695e-05 6.64778e-05 -4.10063e-05 -0.00017547 5.20448e-05
internal_weight=0 0.0109515 0.00948602 0.00778541 0.00579216 0.00440356 0.00335373
internal_count=3121 2943 2765 1373 1145 829 282
is_linear=0
shrinkage=0.00196078


Tree=4009
num_leaves=10
num_cat=0
split_feature=484 4 16 151 4 0 2 2 0
split_gain=0.000116284 7.37573e-05 0.000113749 9.0208e-05 0.000149532 8.73366e-05 7.58024e-05 8.15713e-05 5.63083e-05
threshold=-1.0000000180025095e-35 -0.49405499999999997 -0.014034999999999997 -0.0083949999999999979 0.24564500000000003 -0.10224499999999999 0.085730000000000015 0.10803500000000001 -0.081894999999999982
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 -4 -8 -7
right_child=1 2 6 4 -6 8 7 -9 -10
leaf_value=-0.00063568941817676897 -0.00043807096790006645 -0.00048215239860918344 2.136848187103624e-05 -0.0005292105231479797 0.00062766866932590477 0.00043975538433288063 0.0008962147865832484 0.00019081088993622053 -0.00020263933589698759
leaf_weight=0.0010553358605587962 0.0011047594793640791 0.0015511243843437149 0.0016753380394593075 0.0013990298174134997 0.0013067967434739827 0.0010006328780969079 0.0013194318715499885 0.0012066532638504532 0.0011027200386448212
leaf_count=515 133 196 250 152 248 569 334 224 500
internal_value=0 4.39831e-05 9.44061e-05 -7.09785e-05 6.16391e-05 -0.000149556 0.000344773 0.000559259 0.000102969
internal_weight=0 0.0116665 0.0105617 0.0063603 0.00480918 0.00350238 0.00420142 0.00252609 0.00210335
internal_count=3121 2606 2473 1665 1469 1221 808 558 1069
is_linear=0
shrinkage=0.00196078


Tree=4010
num_leaves=8
num_cat=0
split_feature=50 484 43 43 48 4 1
split_gain=2.3054e-05 3.44467e-05 5.90189e-05 6.32937e-05 6.12006e-05 8.09893e-05 4.85636e-05
threshold=0.088425000000000017 0.084040000000000017 -0.14968999999999996 -0.00067499999999999993 0.085875000000000021 -0.059649999999999988 0.094825000000000007
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=0.015404217320441236 -0.013111604675208478 0.017917819447675249 -0.022626805346258206 -0.013952146443812589 -0.014958848603104136 0.0038884348079369921 0.033923938771680713
leaf_weight=0.0017948586404101987 0.0012007681785890277 0.0011375694851090369 0.0015615698384709642 0.0010698496594597207 0.0016860245000702833 0.0010229407862732695 0.0011362906606404138
leaf_count=212 560 323 1198 323 169 164 172
internal_value=0 0.0016022 -0.000641663 -0.0050884 0.000483694 0.00854683 0.0196946
internal_weight=0 0.0094091 0.00827153 0.00647668 0.00491511 0.00322908 0.00215923
internal_count=3121 2561 2238 2026 828 659 336
is_linear=0
shrinkage=0.1


Tree=4011
num_leaves=9
num_cat=0
split_feature=11 13 12 0 16 15 1 48
split_gain=2.27234e-05 4.29946e-05 6.98868e-05 0.000121055 7.194e-05 5.53645e-05 3.92612e-05 1.45963e-06
threshold=1.0000000180025095e-35 -0.084034999999999985 -0.010834999999999999 -0.053834999999999994 0.0047850000000000011 -0.074054999999999996 0.08844500000000001 0.085485000000000019
decision_type=2 2 2 2 2 2 2 2
left_child=1 6 -3 4 5 7 -1 -4
right_child=-2 2 3 -5 -6 -7 -8 -9
leaf_value=0.0014850900169379518 -0.012996290488205098 0.020582485042278394 0.0058120417757848847 -0.034511717487238781 0.022582521334994464 -0.024260124464911079 0.025581760753417351 0.00042489076444088866
leaf_weight=0.0015293585621318441 0.0012026184837558912 0.0010754938375350017 0.0010053279564571152 0.0012607675056293625 0.0011153383981414807 0.0011672767644089819 0.001212014203531814 0.0010064724990062231
leaf_count=563 244 258 174 267 325 859 273 158
internal_value=0 0.00160491 -0.00275016 -0.0072674 0.000731071 -0.00693523 0.0121387 0.00311693
internal_weight=0 0.00937205 0.00663068 0.00555518 0.00429442 0.00317908 0.00274137 0.0020118
internal_count=3121 2877 2041 1783 1516 1191 836 332
is_linear=0
shrinkage=0.1


Tree=4012
num_leaves=10
num_cat=0
split_feature=484 47 47 4 151 13 133 15 4
split_gain=0.000126449 5.8024e-05 0.000100836 7.02356e-05 5.95999e-05 0.000102201 0.000153352 0.000137142 0.000153258
threshold=-1.0000000180025095e-35 0.13148500000000005 0.10254000000000001 0.27834500000000006 -0.024429999999999997 -0.076384999999999995 0.083950000000000011 1.0000000180025095e-35 0.0049200000000000008
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 7 -8 -9 -10
leaf_value=-0.00067005375036403652 0.00032359422923034496 -0.00039673456470964356 0.0006681106487264948 0.00046419392250758926 -0.00017509120015894898 -0.00039310313007610034 0.00078648060498009281 -0.00083598650987886432 0.00054342269915119235
leaf_weight=0.0010449754326998942 0.0014352317543689609 0.0010561759154939796 0.0010303604717727425 0.0012123503923551831 0.0017206784296036081 0.0019628949715780651 0.0010130861659699386 0.0012983236640806894 0.001021369364769451
leaf_count=515 314 55 121 288 431 350 188 694 165
internal_value=0 4.17092e-05 8.50102e-05 2.28405e-05 -4.04701e-05 -0.000114941 0.000181251 -0.000304014 -7.25756e-05
internal_weight=0 0.0117505 0.0106943 0.00966393 0.00845158 0.00701635 0.00273376 0.00428259 0.00298426
internal_count=3121 2606 2551 2430 2142 1828 619 1209 515
is_linear=0
shrinkage=0.00196078


Tree=4013
num_leaves=10
num_cat=0
split_feature=41 52 13 160 160 2 3 13 2
split_gain=8.59304e-05 6.55251e-05 9.66981e-05 7.73872e-05 8.57199e-05 6.55351e-05 0.000132354 0.000122993 8.32399e-05
threshold=1.0000000180025095e-35 -0.081429999999999989 -0.0044799999999999987 0.050340000000000003 -0.079279999999999975 0.10613000000000002 -0.00083499999999999991 -0.070304999999999992 0.12043500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 6 7 -6 -7
right_child=-2 3 -4 -5 5 8 -8 -9 -10
leaf_value=0.0007006472893238768 -0.00054941900474725499 -0.00040140241463743222 -1.7588093693291446e-05 -0.00051956151786474879 0.0005771587898229884 -0.00054229231490664025 0.00083500877929370599 -0.00030291543776156876 0.00023422732893176664
leaf_weight=0.0012801220253450946 0.0010239304052769094 0.0014242852836476617 0.0016490837867589403 0.0011385085698638001 0.0010022545861936797 0.0010247344262269073 0.001178155666841181 0.0015620384425437213 0.0011009820822956251
leaf_count=414 173 563 326 205 365 129 87 679 180
internal_value=0 4.36536e-05 0.000296295 -4.41228e-05 3.01034e-05 0.000134836 0.000291003 4.10618e-05 -0.000140106
internal_weight=0 0.0113602 0.00292921 0.00843096 0.00729245 0.00586817 0.00374245 0.00256429 0.00212572
internal_count=3121 2948 740 2208 2003 1440 1131 1044 309
is_linear=0
shrinkage=0.00196078


Tree=4014
num_leaves=10
num_cat=0
split_feature=484 16 4 151 4 0 3 0 0
split_gain=0.000159134 5.32254e-05 9.58263e-05 8.69625e-05 0.000158287 7.44286e-05 6.97291e-05 7.41295e-05 7.92508e-06
threshold=-1.0000000180025095e-35 -0.014034999999999997 -0.49405499999999997 -0.0083949999999999979 0.24564500000000003 -0.10224499999999999 -0.10023499999999998 -0.097734999999999989 -0.079119999999999982
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 -5 -4 -8 -7
right_child=1 2 6 4 -6 8 7 -9 -10
leaf_value=-0.00074853247222028956 -0.00046702915560261059 -0.00032442183884950036 0.00075572991379592187 -0.00049170848959205666 0.00066113862082950914 0.00021763627716115132 0.00062005221393879556 -3.5851923737819342e-05 -2.7475341462447426e-05
leaf_weight=0.0010133580810955745 0.0015210435451790448 0.001030360778332004 0.0011432037712245484 0.0014157129496793221 0.0012788200312238047 0.0010062940380634847 0.0010002357580342026 0.0019618453262724902 0.0010224300232757333
leaf_count=515 196 131 127 152 248 736 102 579 335
internal_value=0 6.23418e-05 0.000210206 -5.92697e-05 7.20422e-05 -0.000146672 0.000344389 0.000185634 9.41057e-05
internal_weight=0 0.0113799 0.00513565 0.0062443 0.00472326 0.00344444 0.00410528 0.00296208 0.00202872
internal_count=3121 2606 939 1667 1471 1223 808 681 1071
is_linear=0
shrinkage=0.00196078


Tree=4015
num_leaves=10
num_cat=0
split_feature=484 16 151 4 0 4 3 0 0
split_gain=0.000117843 5.06806e-05 9.7343e-05 0.000141626 9.91189e-05 9.04466e-05 6.85076e-05 7.14675e-05 2.59187e-05
threshold=-1.0000000180025095e-35 -0.014034999999999997 -0.0083949999999999979 0.24564500000000003 -0.10224499999999999 -0.49405499999999997 -0.10023499999999998 -0.097024999999999986 -0.08095999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -3 -7 -8 -6
right_child=1 5 3 -5 8 6 7 -9 -10
leaf_value=-0.00064495679483693392 -0.00049055844500305024 -0.00031857023360217597 -0.00052797562942412596 0.00062409769263583172 0.00036737772145154564 0.00072911437679500286 0.00059434636285987739 -4.623932344475825e-05 -7.1403311262911896e-05
leaf_weight=0.0010124399367529681 0.0015588656348415088 0.0010493702876301948 0.001436063313028414 0.001307044493834991 0.0010091393547189209 0.001164860176195453 0.0010081780569292076 0.0019938332883707027 0.0010625532554225502
leaf_count=515 196 131 152 248 639 127 105 576 432
internal_value=0 5.26061e-05 -6.46931e-05 7.31874e-05 -0.00013209 0.000195933 0.000325503 0.000168891 0.000142331
internal_weight=0 0.0115899 0.00637367 0.0048148 0.00350776 0.00521624 0.00416687 0.00300201 0.00207169
internal_count=3121 2606 1667 1471 1223 939 808 681 1071
is_linear=0
shrinkage=0.00196078


Tree=4016
num_leaves=9
num_cat=0
split_feature=41 3 1 15 3 133 4 12
split_gain=0.000129252 8.76386e-05 6.34664e-05 9.52491e-05 9.04257e-05 8.47372e-05 8.34173e-05 6.5312e-05
threshold=1.0000000180025095e-35 -0.12018999999999998 0.094385000000000011 -0.0058549999999999991 0.10893000000000001 0.076280000000000014 0.056795000000000005 0.085885000000000017
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 7 -5 -6 -4
right_child=-2 2 4 5 6 -7 -8 -9
leaf_value=0.00047709164254737318 -0.00064654072092717205 -0.00055295974645747906 0.0006357884634936936 -0.00027441522331389523 0.00026909945009993705 0.00035753888717743342 -0.00046494387292430212 3.9849666146645912e-05
leaf_weight=0.0016161401865316229 0.0011114771686262176 0.0016812993806411482 0.0015917893715176054 0.0017443767589071517 0.001058083977883012 0.0015323794339404647 0.0013606048310413205 0.0012720917497458075
leaf_count=221 173 895 300 731 97 338 137 229
internal_value=0 5.27476e-05 -1.42209e-05 -0.000173554 0.000135324 2.1119e-05 -0.000143828 0.000371082
internal_weight=0 0.0118568 0.0102406 0.00495806 0.00528257 0.00327676 0.00241869 0.00286388
internal_count=3121 2948 2727 1964 763 1069 234 529
is_linear=0
shrinkage=0.00196078


Tree=4017
num_leaves=11
num_cat=0
split_feature=484 133 3 133 1 0 16 51 11 4
split_gain=0.000160001 7.8966e-05 8.78612e-05 9.94279e-05 9.63513e-05 9.15229e-05 8.36674e-05 7.15413e-05 6.63987e-05 6.57049e-05
threshold=-1.0000000180025095e-35 0.099660000000000012 -0.12018999999999998 0.048520000000000008 0.095285000000000022 -0.13455999999999999 -0.27167499999999994 -0.076794999999999988 0.078340000000000007 0.04735000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 5 -4 -6 -8 -2 -9
right_child=1 -3 3 -5 6 -7 7 9 -10 -11
leaf_value=-0.00071746157994979941 0.00078136439003837865 -0.00041160235063393211 5.4813318513792786e-05 0.0006003223022264879 -0.00030669069664278033 -0.00062699282346768536 -6.1403291985624923e-05 0.00014915867912244983 0.00010724926833446904 0.00084222030356840335
leaf_weight=0.0011266768077099034 0.0011532660282376718 0.0012580226625655945 0.0013545999973999035 0.0010053579647820799 0.0013075949615102963 0.0017156658364869848 0.0014524990323721149 0.0010262860680585167 0.0010952698441443892 0.0010786678407289606
leaf_count=515 106 411 84 406 156 945 85 183 158 72
internal_value=0 5.41648e-05 0.000106532 1.93966e-05 -5.42033e-05 -0.00032618 0.000117438 0.000273332 0.000453001 0.000504313
internal_weight=0 0.0124472 0.0111892 0.00894067 0.00793531 0.00307027 0.00486505 0.00355745 0.00224854 0.00210495
internal_count=3121 2606 2195 1931 1525 1029 496 340 264 255
is_linear=0
shrinkage=0.00196078


Tree=4018
num_leaves=11
num_cat=0
split_feature=484 43 42 3 4 2 13 2 1 3
split_gain=0.000124171 4.95325e-05 0.000152427 0.000263797 0.000129764 8.45927e-05 0.000125327 8.19524e-05 7.38125e-05 0.000102941
threshold=-1.0000000180025095e-35 -0.074359999999999996 -0.095859999999999987 -0.077774999999999983 -0.083644999999999983 0.089885000000000007 -0.004174999999999999 0.093175000000000022 0.104035 0.12178000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -3 -7 -9 -10
right_child=1 5 3 -5 -6 7 -8 8 9 -11
leaf_value=-0.00064966881709665374 -0.00043721675197113714 -0.00085268379750158313 0.00048654771875096336 0.0012477073620955027 -0.00047419379049851005 0.00057940517214190702 4.6897253228514202e-05 -0.00034009872496137896 0.00066321500194766001 -0.000163653591094607
leaf_weight=0.0010594398539891811 0.0010252196014813178 0.0010576309468497314 0.0011733987773374019 0.0010320485715446422 0.0010021119634949661 0.0010764453708784249 0.0013624519022401595 0.0017033039517284783 0.0010237895127082381 0.0013319878866969448
leaf_count=515 123 648 135 282 413 128 197 389 160 131
internal_value=0 5.11228e-05 0.000220935 0.000431298 4.39985e-05 -4.4009e-05 -0.00034624 9.84153e-05 -2.91405e-05 0.000195692
internal_weight=0 0.0117884 0.00423278 0.00320756 0.00217551 0.00755561 0.00242008 0.00513553 0.00405908 0.00235578
internal_count=3121 2606 953 830 548 1653 845 808 680 291
is_linear=0
shrinkage=0.00196078


Tree=4019
num_leaves=10
num_cat=0
split_feature=484 4 16 0 43 51 0 15 42
split_gain=0.000110221 7.28696e-05 5.1771e-05 0.00011486 7.10331e-05 5.66477e-05 0.000182554 8.55437e-05 5.033e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 -0.014034999999999997 -0.097024999999999986 -0.074359999999999996 0.081440000000000026 -0.11756999999999999 0.088345000000000021 0.084635000000000016
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 8 6 -2 -8 -5
right_child=1 -3 3 4 -6 -7 7 -9 -10
leaf_value=-0.00062089012516937847 -0.00098990518493057293 0.00041294375097228336 0.00071094014213088624 -7.7757490867478508e-05 -0.00032734999078622336 0.00016049399694895714 -0.00031587052244694508 0.00043100511235956153 0.00052755466961062374
leaf_weight=0.001028678357466682 0.001026532404941279 0.0017871195990844619 0.0010202195019474768 0.0011096899989295121 0.0017057363044324873 0.0014909077630161547 0.0014087317570337721 0.0010139608247628272 0.0010076821196811476
leaf_count=515 98 346 130 172 351 288 576 417 228
internal_value=0 4.88653e-05 -1.76399e-05 0.000126414 -2.95707e-05 -0.000158871 -0.000296914 -3.28335e-06 0.000210318
internal_weight=0 0.0115706 0.00978346 0.00484333 0.00382311 0.00494013 0.00344922 0.00242269 0.00211737
internal_count=3121 2606 2260 881 751 1379 1091 993 400
is_linear=0
shrinkage=0.00196078


Tree=4020
num_leaves=10
num_cat=0
split_feature=484 42 43 131 2 3 12 52 0
split_gain=0.000135102 5.22252e-05 0.000100337 7.58433e-05 8.45761e-05 0.000110519 7.11912e-05 0.000136425 5.91575e-05
threshold=-1.0000000180025095e-35 -0.095859999999999987 -0.17390999999999998 0.082070000000000018 0.099185000000000009 0.076840000000000006 0.088615000000000013 -0.0064899999999999992 -0.15202999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 6 -6 7 -4 -7
right_child=1 2 3 -5 5 8 -8 -9 -10
leaf_value=-0.00068258944761866093 -0.00034784822549885981 0.00063689967660267505 -0.00036015559156888938 -0.00045636418189436823 0.00081360067296641029 -0.00017884778518056211 -0.00053646087908291085 0.00042286893482246614 0.00040273403291135487
leaf_weight=0.0010381171567717231 0.0011170694792567984 0.0011800450528375818 0.0016439488443495414 0.0010885107932111478 0.0011573804442906316 0.0014567821714019935 0.0010489542561740364 0.0017836131690774685 0.0012489130702617035
leaf_count=515 210 114 299 402 418 88 500 454 121
internal_value=0 5.54156e-05 9.78805e-05 3.04155e-05 9.39515e-05 0.000306513 -8.94816e-05 4.73098e-05 8.96027e-05
internal_weight=0 0.0117252 0.0106081 0.0094281 0.00833959 0.00386308 0.00447652 0.00342756 0.0027057
internal_count=3121 2606 2396 2282 1880 627 1253 753 209
is_linear=0
shrinkage=0.00196078


Tree=4021
num_leaves=11
num_cat=0
split_feature=484 41 3 1 3 133 2 16 3 12
split_gain=0.000122197 6.60369e-05 0.000111967 8.24637e-05 8.81864e-05 8.66338e-05 0.000104246 8.53692e-05 6.74309e-05 4.3505e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.12018999999999998 0.10089500000000001 0.11296500000000002 0.076280000000000014 0.092365000000000017 -0.088159999999999988 0.13524500000000003 0.09141500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 9 6 7 -4 -6 -5
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leaf_value=-0.00064860297618440086 0.00058224826113396075 -0.00043353692556151311 0.0002881735501088927 0.00073390897408506849 -0.00043251260872900922 0.00018909631781459407 -0.00086162848587266938 -0.00045248742549398158 0.00027574788538396494 0.00018557289342749144
leaf_weight=0.0010647673002916564 0.0015211061221276504 0.0010188804000847767 0.001097345011228475 0.0012044944510858782 0.0010413732026658407 0.0018368462270067993 0.0010266898509999297 0.0013156169882503315 0.0010259880413839711 0.0010337162952760853
leaf_count=515 193 147 269 244 42 629 287 534 152 109
internal_value=0 4.42092e-05 8.80495e-05 9.59785e-06 0.000210965 -0.000154716 -0.000338319 -0.000115656 -8.10178e-05 0.00048066
internal_weight=0 0.0121221 0.0111032 0.00958207 0.00430557 0.0052765 0.00343965 0.00241296 0.00206736 0.00223821
internal_count=3121 2606 2459 2266 547 1719 1090 803 194 353
is_linear=0
shrinkage=0.00196078


Tree=4022
num_leaves=10
num_cat=0
split_feature=484 41 3 1 15 0 3 16 4
split_gain=0.00011047 8.1499e-05 0.000127695 6.67847e-05 0.000111219 0.000127743 8.71625e-05 0.000126187 5.62439e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.12018999999999998 0.094825000000000007 -0.0058549999999999991 -0.082974999999999979 0.083060000000000009 -0.059624999999999991 0.24564500000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 7 -5 -8
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leaf_weight=0.0011137226393218179 0.0015069090561550232 0.0010200881174947931 0.0015602435810806235 0.0010025172471766811 0.0012897636643631337 0.0019586750740928057 0.0016968122945933972 0.0010033262355002687 0.0011313869895719919
leaf_count=515 193 147 647 180 384 581 126 216 132
internal_value=0 4.49253e-05 9.34602e-05 1.05076e-05 -0.000153103 5.35615e-05 0.00017326 0.000485901 -4.84748e-05
internal_weight=0 0.0121697 0.0111496 0.00964273 0.00480868 0.00324844 0.00483404 0.00200584 0.0028282
internal_count=3121 2606 2459 2266 1612 965 654 396 258
is_linear=0
shrinkage=0.00196078


Tree=4023
num_leaves=9
num_cat=0
split_feature=484 4 150 49 12 47 13 12
split_gain=0.000105861 4.75163e-05 6.3159e-05 9.34771e-05 8.2644e-05 8.95431e-05 0.000108012 0.000176504
threshold=-1.0000000180025095e-35 0.27044500000000005 0.089910000000000018 -0.072814999999999977 -0.040564999999999997 0.085270000000000026 -0.095304999999999987 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2
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right_child=1 -3 -4 4 5 -7 7 -9
leaf_value=-0.00061928571718762777 0.00054171406013144843 0.00034059137477004026 -0.00040765784809456432 -0.00054517094885995088 0.0003064347751931722 0.00039850803809960778 0.00015603800633217494 -0.00086981316911848093
leaf_weight=0.0010101861585431028 0.0012723430656827401 0.0017465675579010223 0.0013298689479569201 0.0010431334369371496 0.0014964631099348897 0.0019472406474481865 0.0012925081950047701 0.0012868309383572045
leaf_count=515 177 346 197 124 117 219 192 1234
internal_value=0 4.29464e-05 -1.08223e-05 5.2467e-05 -3.56273e-05 5.26208e-05 -0.000112629 -0.000355759
internal_weight=0 0.011415 0.00966839 0.00833852 0.00706618 0.00602304 0.0040758 0.00257934
internal_count=3121 2606 2260 2063 1886 1762 1543 1426
is_linear=0
shrinkage=0.00196078


Tree=4024
num_leaves=11
num_cat=0
split_feature=484 133 133 15 12 3 0 1 48 3
split_gain=0.000219298 0.000142816 0.000122729 0.000126244 0.00017906 0.00013244 0.000132695 0.000151674 0.000145336 4.62154e-05
threshold=-0.0068949999999999992 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 0.088305000000000008 -0.13309499999999996 -0.13027499999999997 0.095285000000000022 0.086260000000000017 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 8 -8 -7 -9
right_child=1 -3 -4 4 -6 6 7 9 -10 -11
leaf_value=-0.00087345112574619809 0.00068036290798490786 -0.00065542601628555794 0.00067738052308628869 -0.00095315405169738151 0.00017043359755101182 0.00072726842198839767 -0.00071307818802662662 -0.00017813440685636304 -9.4978048638549783e-05 0.00040144945456476345
leaf_weight=0.0010610773491915417 0.0015022426756352942 0.0010060116170016445 0.0013212961700316923 0.0010624997015832916 0.001120275133382398 0.0016712308346072801 0.0014503538532567948 0.0010635069737083185 0.0016350590944542165 0.0010523476565565057
leaf_count=503 183 371 418 388 377 132 395 142 97 115
internal_value=0 5.39294e-05 0.000114004 4.34967e-05 -0.00037649 0.000152961 3.76777e-05 -0.000224664 0.000320643 0.000110129
internal_weight=0 0.0128848 0.0118788 0.0105575 0.00218277 0.00837474 0.0068725 0.00356621 0.00330629 0.00211585
internal_count=3121 2618 2247 1829 765 1064 881 652 229 257
is_linear=0
shrinkage=0.00196078


Tree=4025
num_leaves=9
num_cat=0
split_feature=4 0 157 16 16 0 4 49
split_gain=2.5583e-05 7.01917e-05 6.90948e-05 9.08656e-05 6.08492e-05 5.46773e-05 7.35792e-05 5.30654e-05
threshold=-0.49013999999999996 -0.019414999999999998 -0.06266999999999999 -0.056919999999999991 0.15891500000000003 -0.11756999999999999 0.053180000000000012 -0.0060549999999999988
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 7 -7 -4
right_child=1 -3 3 4 -6 6 -8 -9
leaf_value=-0.015304125079671702 0.021969833247239293 0.019777942251626001 0.0061100900186693346 -0.037828322703164961 -0.0055098022929686886 -0.0052189618227104374 0.031373267506515472 -0.021792948792563577
leaf_weight=0.0010092760122969975 0.0010186536793832324 0.0017207597419281505 0.0013865540458533367 0.0011973936269601203 0.001134597152567226 0.0010693240990130423 0.0011304210207365515 0.0013404916600611564
leaf_count=169 378 208 127 612 262 927 245 193
internal_value=0 0.00140114 -0.00241913 -0.00584173 -0.0221042 0.00185576 0.0135853 -0.00760578
internal_weight=0 0.0099982 0.00827744 0.00725878 0.00233199 0.00492679 0.00219975 0.00272705
internal_count=3121 2952 2744 2366 874 1492 1172 320
is_linear=0
shrinkage=0.1


Tree=4026
num_leaves=11
num_cat=0
split_feature=484 47 47 4 12 160 13 15 0 3
split_gain=0.000115388 5.50322e-05 0.000127087 7.99341e-05 7.32627e-05 7.13619e-05 7.17276e-05 8.32561e-05 7.34963e-05 0.000101417
threshold=-1.0000000180025095e-35 0.13148500000000005 0.10254000000000001 0.27834500000000006 0.10124000000000001 0.086325000000000013 -0.033284999999999988 0.013270000000000002 -0.11242999999999999 -0.088084999999999983
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2 -8 -10
right_child=1 -3 -4 -5 -6 -7 8 -9 9 -11
leaf_value=-0.00064143479901696855 -0.00046028044997084306 -0.00038665201930658901 0.00073810232501010729 0.00049882095347841804 -0.00054189593978113185 -0.00039137352769223716 0.00067217406723248693 0.00027756065901449477 0.00047420919708469824 -0.0003449813377177604
leaf_weight=0.0010026043353224432 0.0013911442238955154 0.0010040425669887729 0.0010587392908230379 0.0011827657717714659 0.0010066077891728717 0.0013144469230013701 0.0012523402203287459 0.0010183766168492974 0.0012171105823626607 0.0011117905556718294
leaf_count=515 428 55 121 288 273 206 105 465 348 317
internal_value=0 5.20074e-05 9.37414e-05 2.18888e-05 -4.59783e-05 2.23558e-05 0.000113133 -0.000148434 0.00028912 8.31371e-05
internal_weight=0 0.0115574 0.0105533 0.00949458 0.00831182 0.00730521 0.00599076 0.00240952 0.00358124 0.0023289
internal_count=3121 2606 2551 2430 2142 1869 1663 893 770 665
is_linear=0
shrinkage=0.00196078


Tree=4027
num_leaves=8
num_cat=0
split_feature=11 48 0 15 3 0 12
split_gain=2.48723e-05 3.89696e-05 0.000115614 5.80704e-05 0.00011772 6.74329e-05 4.85667e-05
threshold=0.079915000000000014 0.016865000000000002 -0.20211999999999997 -0.016799999999999995 0.10542000000000001 -0.10836499999999999 0.088365000000000013
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 5 6 -1 -5
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=-0.034508425833522816 -0.014987612368188873 -0.0086445086422937082 0.030519406525651022 0.0042773705515070119 0.0305509772703801 -0.00065675950065693435 -0.020238812142854071
leaf_weight=0.0010378460930611576 0.0010206628370923567 0.0015106180245280099 0.0015044627037056604 0.0019682251559633521 0.0012161949545859141 0.0013589967249959729 0.0013708179000429021
leaf_count=173 199 82 490 716 71 704 686
internal_value=0 0.00140269 0.0108975 -0.00271515 0.00391441 -0.0153147 -0.00578756
internal_weight=0 0.00996716 0.00301508 0.00695208 0.00455524 0.00239684 0.00333904
internal_count=3121 2922 572 2350 1473 877 1402
is_linear=0
shrinkage=0.1


Tree=4028
num_leaves=9
num_cat=0
split_feature=4 151 16 12 15 13 43 16
split_gain=2.98139e-05 3.58126e-05 6.41177e-05 6.76343e-05 5.95176e-05 6.62024e-05 9.66589e-05 5.3452e-05
threshold=0.27044500000000005 -0.024429999999999997 -0.092484999999999984 0.086850000000000024 -0.055554999999999993 -0.0034749999999999994 -0.050459999999999998 0.23311500000000004
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 6 -6 -7
right_child=-2 2 4 -5 5 7 -8 -9
leaf_value=0.011659971614445 0.011867523881781521 -0.036820025017567752 -0.0205424662903422 -0.0020550733333672216 0.040834699815939735 -0.023720124806095186 -0.00042600965991240915 0.008445884110040101
leaf_weight=0.0015166041135411066 0.0017471388839619571 0.0011169131670032177 0.001061207293790176 0.0011215276354889397 0.0010032569872070497 0.0010024278637463893 0.0013079772651858482 0.0010659999459137451
leaf_count=451 365 192 489 252 312 297 592 171
internal_value=0 -0.00238255 -0.00515584 -0.0194017 0.000705084 0.00585344 0.0174844 -0.00714282
internal_weight=0 0.00919591 0.00767931 0.00223844 0.00544087 0.00437966 0.00231123 0.00206843
internal_count=3121 2756 2305 444 1861 1372 904 468
is_linear=0
shrinkage=0.1


Tree=4029
num_leaves=8
num_cat=0
split_feature=4 0 1 15 15 16 0
split_gain=2.58482e-05 5.77779e-05 6.59842e-05 4.94055e-05 0.00013036 9.90975e-05 7.48684e-05
threshold=-0.49013999999999996 0.010870000000000003 0.077565000000000009 -0.016799999999999995 0.035560000000000008 -0.056919999999999991 -0.20211999999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 -4
right_child=1 -3 3 4 -6 -7 -8
leaf_value=-0.015391181787215351 -0.020596783686668091 0.022967888799375284 -0.010095539754497139 0.039403621016126315 -0.0078310639346941598 -0.022927871263170991 0.020228376741761311
leaf_weight=0.0010033395574289465 0.0014696187770001246 0.0011084297420165196 0.0014450559459886492 0.001112471811572121 0.0012306196547828088 0.0016635599115908846 0.0018649986852925004
leaf_count=169 1552 148 99 137 368 305 343
internal_value=0 0.00145356 -0.00126056 0.00262328 0.0145954 -0.00301684 0.00699
internal_weight=0 0.00989475 0.00878632 0.00731671 0.00234309 0.00497361 0.00331005
internal_count=3121 2952 2804 1252 505 747 442
is_linear=0
shrinkage=0.1


Tree=4030
num_leaves=8
num_cat=0
split_feature=11 48 0 2 2 3 43
split_gain=2.61201e-05 3.6224e-05 8.37784e-05 5.37031e-05 4.98122e-05 5.99757e-05 5.18486e-05
threshold=0.079915000000000014 0.016865000000000002 -0.20211999999999997 0.11237500000000002 0.084245000000000014 -0.022174999999999997 -0.074359999999999996
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=0.013417989863868508 -0.015389783375992561 -0.0059710859373293445 0.027604989625580081 0.015476721404427966 -0.0017393779027127837 -0.032990801562745323 -0.012686277809270919
leaf_weight=0.0016853431593672936 0.0010112321740475246 0.0014958756716892951 0.001476815596589221 0.0013374080207231194 0.0012200260704305528 0.0012364628771887052 0.0013871093200349429
leaf_count=297 199 82 490 340 1065 151 497
internal_value=0 0.00148763 0.0107093 -0.00250477 -0.00685435 -0.0174696 0.00163279
internal_weight=0 0.00983904 0.00297269 0.00686635 0.00552894 0.00245649 0.00307245
internal_count=3121 2922 572 2350 2010 1216 794
is_linear=0
shrinkage=0.1


Tree=4031
num_leaves=9
num_cat=0
split_feature=484 4 150 49 12 47 13 12
split_gain=0.000134404 9.54396e-05 5.64379e-05 0.000109874 9.19557e-05 6.94208e-05 8.1689e-05 0.000156273
threshold=-1.0000000180025095e-35 0.27044500000000005 0.089910000000000018 -0.072814999999999977 -0.040564999999999997 0.099265000000000006 -0.095304999999999987 0.084100000000000022
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=-0.00068570005383568604 0.00056866744439166422 0.00047221595360065943 -0.00039045830924256498 -0.00058619710452673134 0.00029704990390535125 0.0004443851295928505 0.0001709072762601044 -0.00069081910810136593
leaf_weight=0.0010187124394612597 0.001284169905357891 0.0017993100668442811 0.0013556420273714799 0.0010635684734883665 0.0015746437336517658 0.0012805612307928808 0.0016668257601503487 0.0015723414845518605
leaf_count=515 177 346 197 124 124 125 214 1299
internal_value=0 5.71373e-05 -1.90898e-05 4.05448e-05 -5.4203e-05 3.86388e-05 -6.92971e-05 -0.000247388
internal_weight=0 0.0115971 0.00979775 0.00844211 0.00715794 0.00609437 0.00481381 0.00323917
internal_count=3121 2606 2260 2063 1886 1762 1637 1513
is_linear=0
shrinkage=0.00196078


Tree=4032
num_leaves=8
num_cat=0
split_feature=4 42 49 0 15 52 13
split_gain=2.63968e-05 3.30794e-05 5.75978e-05 6.61834e-05 6.48866e-05 6.46574e-05 0.000111615
threshold=0.27044500000000005 0.091735000000000025 -0.00064499999999999985 -0.10096999999999999 -0.074054999999999996 0.091275000000000009 -0.0034749999999999994
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 -5
right_child=-2 -3 3 5 -6 -7 -8
leaf_value=0.0052424784718062799 0.011222279818643495 -0.018587374962170337 0.022020594457535406 0.0098186821088740717 -0.026605606397832843 0.014210735804252693 -0.035252312000203533
leaf_weight=0.0011614461364086793 0.0017360188517194916 0.0010888697145502975 0.001724265834692958 0.0011024869784056908 0.0014241081139918608 0.0015143556241390865 0.0010953382129032492
leaf_count=196 365 562 226 704 312 348 408
internal_value=0 -0.00223232 -1.23626e-05 0.00583124 -0.0122993 -0.00168853 -0.0126435
internal_weight=0 0.00911087 0.008022 0.00543645 0.00258555 0.00371218 0.00219783
internal_count=3121 2756 2194 1686 508 1460 1112
is_linear=0
shrinkage=0.1


Tree=4033
num_leaves=8
num_cat=0
split_feature=50 4 12 3 150 1 3
split_gain=2.72413e-05 3.58442e-05 5.55486e-05 7.13232e-05 8.47554e-05 0.000100043 9.14022e-05
threshold=0.088425000000000017 0.27834500000000006 -0.040564999999999997 0.10542000000000001 0.084555000000000019 0.089875000000000024 -0.10115999999999999
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=-0.022439817438919579 -0.014149449543370999 0.016710466176113742 0.0091207224924845943 0.019456948455162788 -0.029557380773702381 0.022008057999580985 -0.027630487956720726
leaf_weight=0.0010346665205304764 0.0012197653660082517 0.0013671073983692631 0.0013549042597019939 0.0018187505714949426 0.0010100116819501013 0.0016493563024907766 0.0013520060687230058
leaf_count=208 560 315 177 107 186 311 1257
internal_value=0 0.00171711 -0.000776603 0.00234297 -0.00345734 0.00259402 -0.00923521
internal_weight=0 0.0095868 0.0082197 0.00718503 0.00536628 0.00435627 0.00270691
internal_count=3121 2561 2246 2038 1931 1745 1434
is_linear=0
shrinkage=0.1


Tree=4034
num_leaves=9
num_cat=0
split_feature=49 42 43 43 2 12 0 1
split_gain=2.8015e-05 5.51457e-05 5.47326e-05 8.37405e-05 7.59465e-05 5.93937e-05 5.50476e-05 4.71341e-05
threshold=-0.043469999999999995 0.091545000000000015 -0.17390999999999998 -0.0037449999999999996 0.11389000000000002 0.088365000000000013 -0.10224499999999999 0.10089500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=7 2 -2 -4 5 6 -5 -1
right_child=1 -3 3 4 -6 -7 -8 -9
leaf_value=-0.0026149170035077236 0.019733021572939748 -0.023788210344727515 -0.025765123504727119 0.0055623727991737162 -0.01863457611220453 -0.0084293125351060389 0.036928947410060968 0.024906147221843658
leaf_weight=0.0014621529529724815 0.0012048695033794136 0.0010961140732076531 0.0013279096015688966 0.0012317379761131733 0.0012193075401821032 0.0011115820909246678 0.0010251872742215562 0.0010834210417753354
leaf_count=232 136 614 1131 128 172 272 243 193
internal_value=0 -0.00290789 0.000306334 -0.00365034 0.00275062 0.0104915 0.0198103 0.00909832
internal_weight=0 0.00821671 0.00712059 0.00591572 0.00458781 0.00336851 0.00225693 0.00254557
internal_count=3121 2696 2082 1946 815 643 371 425
is_linear=0
shrinkage=0.1


Tree=4035
num_leaves=7
num_cat=0
split_feature=52 11 2 43 4 16
split_gain=2.45184e-05 4.43699e-05 5.11749e-05 9.30021e-05 6.34114e-05 9.07778e-05
threshold=0.15116000000000002 1.0000000180025095e-35 0.089885000000000007 -0.074359999999999996 0.033845000000000007 0.071345000000000006
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=0.010799543234710399 -0.014345805302031204 -0.017549653570324203 0.034664627924854995 -0.021635155785702607 -0.0055433310232364807 0.0017914204149968209
leaf_weight=0.0017852525332221381 0.0010803152227171374 0.0010808960358799904 0.0016918812620329352 0.0017512420829298527 0.0016606724011512435 0.0016684063539194824
leaf_count=605 377 223 442 843 431 200
internal_value=0 0.00154111 0.00395247 -0.00526184 0.0104425 0.0183428
internal_weight=0 0.00963835 0.00855745 0.00353649 0.00502096 0.00336029
internal_count=3121 2744 2521 1448 1073 642
is_linear=0
shrinkage=0.1


Tree=4036
num_leaves=8
num_cat=0
split_feature=4 151 16 15 13 1 12
split_gain=2.59797e-05 3.04721e-05 5.45788e-05 5.31232e-05 6.14567e-05 5.48099e-05 5.20962e-05
threshold=0.27044500000000005 -0.024429999999999997 -0.092484999999999984 -0.055554999999999993 -0.061684999999999997 0.081670000000000006 0.086850000000000024
decision_type=2 2 2 2 2 2 2
left_child=1 -1 6 -4 -5 -6 -3
right_child=-2 2 3 4 5 -7 -8
leaf_value=0.010819767986917507 0.011156280637680569 -0.033811819816580803 -0.019756342862578633 0.020058664043323335 0.011422415871497137 -0.018130660214911942 -0.0028390136050921938
leaf_weight=0.0014928320383222589 0.0017325882472973069 0.001075720527277473 0.0010275267536582998 0.0017358021136277442 0.0011729820437496709 0.0013496160438479128 0.0010967069484667533
leaf_count=451 365 192 489 558 475 339 252
internal_value=0 -0.00222171 -0.00483204 0.000652026 0.00557644 -0.00438879 -0.0181758
internal_weight=0 0.00895119 0.00745835 0.00528593 0.0042584 0.0025226 0.00217243
internal_count=3121 2756 2305 1861 1372 814 444
is_linear=0
shrinkage=0.1


Tree=4037
num_leaves=8
num_cat=0
split_feature=4 151 52 15 3 43 3
split_gain=2.1086e-05 2.47509e-05 4.92297e-05 9.4531e-05 0.000133365 0.000102505 3.42418e-05
threshold=0.27044500000000005 -0.024429999999999997 0.11434500000000002 -0.016799999999999995 -0.08824499999999999 -0.0030899999999999994 0.0051600000000000005
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=0.0097492450744433353 0.010053212008995623 -0.0061346477865631965 -0.024981197318953468 -0.017481177868619805 0.044002347025746319 0.0049720053597611382 -0.031340241831685024
leaf_weight=0.0014911719937485456 0.0017305393741268603 0.0011257918081117087 0.0010023095555731134 0.0014261691816655504 0.0010938812678921435 0.0017483416318564509 0.0010339788696715757
leaf_count=451 365 598 395 439 409 378 86
internal_value=0 -0.00200833 -0.00436788 -0.00115375 0.00747237 0.0199935 -0.0182017
internal_weight=0 0.00892164 0.00743047 0.00642816 0.00426839 0.00284222 0.00215977
internal_count=3121 2756 2305 1910 1226 787 684
is_linear=0
shrinkage=0.1


Tree=4038
num_leaves=8
num_cat=0
split_feature=12 0 4 4 12 15 4
split_gain=2.20541e-05 7.17469e-05 6.30306e-05 0.000106115 5.63541e-05 5.99595e-05 7.68838e-05
threshold=0.051320000000000005 -0.019414999999999998 0.08184000000000001 0.0052350000000000009 0.088105000000000003 0.088345000000000021 0.09173000000000002
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=-0.0093095349576856161 -0.024128412358668624 0.028565555716193177 -0.017126541724659366 0.029238260725433375 -0.020196315748579094 0.020952236466733661 0.012996125539508777
leaf_weight=0.0016167773107685353 0.0011613125017178386 0.0010015820043903874 0.0015775352332661088 0.0012791239279374422 0.0017059963131397524 0.0010852988601436119 0.0011808832060406799
leaf_count=265 851 190 264 102 744 542 163
internal_value=0 0.00437276 -0.0010439 0.00771708 -0.00475098 0.000914235 -0.00661889
internal_weight=0 0.00547502 0.00447344 0.0028959 0.00513349 0.00397218 0.00288688
internal_count=3121 821 631 367 2300 1449 907
is_linear=0
shrinkage=0.1


Tree=4039
num_leaves=9
num_cat=0
split_feature=484 4 150 49 42 2 52 4
split_gain=0.000142188 6.4811e-05 8.09269e-05 0.000103551 7.28061e-05 5.4647e-05 6.55816e-05 0.000110656
threshold=-1.0000000180025095e-35 0.27044500000000005 0.089910000000000018 -0.072814999999999977 0.086665000000000006 0.10222000000000002 -0.0064899999999999992 -1.0000000180025095e-35
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=-0.00069576147593207016 0.00057920252810288425 0.00039973251227478859 -0.00044987216659139354 -0.00017324172614347855 -0.00038712221396760741 -0.00022967926040617394 0.00067622306836082773 -0.00013491203977076716
leaf_weight=0.001048035540424542 0.0012854816757809093 0.0018056414882386433 0.0013523360429773595 0.0012256364917466586 0.00164596859386534 0.0015508107230385601 0.0017232474525224483 0.0010349688239539004
leaf_count=515 177 346 197 226 674 275 578 133
internal_value=0 5.83192e-05 -4.46767e-06 6.66791e-05 -2.50732e-05 8.25975e-05 0.000204159 0.00037186
internal_weight=0 0.0116241 0.00981845 0.00846611 0.00718063 0.00553466 0.00398385 0.00275822
internal_count=3121 2606 2260 2063 1886 1212 937 711
is_linear=0
shrinkage=0.00196078


Tree=4040
num_leaves=10
num_cat=0
split_feature=41 3 3 13 52 48 0 3 1
split_gain=0.000102014 6.93943e-05 8.50279e-05 6.30378e-05 8.06637e-05 7.08574e-05 0.000110128 4.16488e-05 2.45341e-05
threshold=1.0000000180025095e-35 -0.12018999999999998 -0.078934999999999991 -0.010384999999999998 -0.0027449999999999996 0.086260000000000017 -0.22491999999999998 0.076840000000000006 0.08844500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -5 -8 -6
right_child=-2 2 3 5 8 -7 7 -9 -10
leaf_value=0.00044073088840055138 -0.00059013749873272744 -0.00040253308154727908 0.00075157629886024146 0.00061909555613542868 -0.00014209321571657414 -0.00037198666666166894 0.0001408366588454134 -0.00040562316715520946 0.00028929284795854861
leaf_weight=0.0015206217842674502 0.0010419697180865375 0.0017403081578116529 0.0010087522194898741 0.0010971453570545187 0.0010163216195347882 0.0017932872455830632 0.0010272776758212441 0.0011217708519601355 0.001011177432781413
leaf_count=221 173 1385 252 75 253 176 187 98 301
internal_value=0 5.09623e-05 -9.41748e-06 7.52983e-05 0.000298483 -5.91686e-05 0.000113641 -0.000144407 7.30526e-05
internal_weight=0 0.0113367 0.00981604 0.00807573 0.00303625 0.00503948 0.00324619 0.00214905 0.0020275
internal_count=3121 2948 2727 1342 806 536 360 285 554
is_linear=0
shrinkage=0.00196078


Tree=4041
num_leaves=10
num_cat=0
split_feature=484 42 15 15 43 16 160 1 1
split_gain=0.00013959 8.00368e-05 8.42321e-05 0.000127996 0.000155652 9.33385e-05 9.55214e-05 8.42433e-05 9.81358e-05
threshold=-1.0000000180025095e-35 -0.095859999999999987 -0.15026499999999995 -0.095869999999999983 -0.17390999999999998 0.22339500000000004 -0.080409999999999995 0.10089500000000001 0.086560000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 -6 8 -8
right_child=1 2 3 4 5 -7 7 -9 -10
leaf_value=-0.00069837366403632686 -0.00045368204108531664 0.0005669889447946474 -0.00048708882728802123 0.00086087994006059821 -0.00034562260066362297 -0.00040219696847938594 0.00038790643950988414 0.00077094315614284123 -0.00035997669791704227
leaf_weight=0.0010212446967248325 0.0010670480133154565 0.0013508495483385901 0.0014722931780265609 0.0010112051082322169 0.0011298250869217225 0.0014631689818350281 0.0019545768622796318 0.0010705394574078847 0.0010300446067654078
leaf_count=515 210 320 196 93 368 299 669 193 258
internal_value=0 5.79205e-05 0.000109998 4.23953e-05 0.000144174 3.51602e-05 0.00015858 0.000299057 0.000129799
internal_weight=0 0.0115496 0.0104825 0.00913165 0.00765936 0.00664815 0.00518499 0.00405516 0.00298462
internal_count=3121 2606 2396 2076 1880 1787 1488 1120 927
is_linear=0
shrinkage=0.00196078


Tree=4042
num_leaves=10
num_cat=0
split_feature=41 3 1 16 12 3 3 15 2
split_gain=7.95071e-05 6.92402e-05 7.71127e-05 6.94887e-05 6.70901e-05 9.33666e-05 6.33807e-05 0.000171298 6.9187e-05
threshold=1.0000000180025095e-35 -0.12018999999999998 0.094385000000000011 -0.36241499999999999 0.051320000000000005 0.12178000000000001 0.0051600000000000005 0.082685000000000022 0.093175000000000022
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 6 -4 5 -5 7 -3 -8
right_child=-2 2 3 4 -6 -7 8 -9 -10
leaf_value=0.00041464578072501664 -0.00054275514054270607 -0.0010411926176590732 -0.00028625557365021984 0.00078165130066506258 -0.00011422401137373776 3.4758449688856629e-05 0.00032281809089295354 4.3002236746157874e-05 -0.00034362741940573209
leaf_weight=0.0015294983490929609 0.0010280722529932016 0.0010301601622294244 0.0011554986978653202 0.0014123095955140218 0.0012327493189687958 0.0011820458099541797 0.0012599517301314367 0.001228309827804861 0.0011414947593866576
leaf_count=221 173 893 206 223 219 115 104 914 53
internal_value=0 2.70635e-05 -3.44149e-05 0.000135159 0.000262394 0.00044135 -0.000215731 -0.000451534 6.03233e-06
internal_weight=0 0.011172 0.00964252 0.0049826 0.0038271 0.00259436 0.00465992 0.00225847 0.00240145
internal_count=3121 2948 2727 763 557 338 1964 1807 157
is_linear=0
shrinkage=0.00196078


Tree=4043
num_leaves=11
num_cat=0
split_feature=484 43 43 42 156 43 0 151 0 16
split_gain=0.000135568 0.000127175 9.56655e-05 7.16576e-05 0.000104332 0.000110816 0.000110304 0.00012532 9.76633e-05 1.64818e-05
threshold=-1.0000000180025095e-35 0.16180500000000003 0.070450000000000013 -1.0000000180025095e-35 0.084085000000000007 -0.074359999999999996 -0.10151999999999999 -0.0083949999999999979 -0.061629999999999997 -0.095564999999999983
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 8 7 -7 -5 -9
right_child=1 -3 -4 4 -6 6 -8 9 -10 -11
leaf_value=-0.00068966537158515913 -0.00031154540837105056 -0.00062027183177600738 0.00065164835425011644 0.00022261083268730841 -0.00039996861351873549 -0.00031261526698723443 -0.00041811418091938248 0.00069123725668417319 0.0010191280202737196 0.00034129018204853332
leaf_weight=0.0010468428961746814 0.0017755786720964678 0.0010101991629585553 0.0011131237019529538 0.0014251004154107131 0.0012451447272024442 0.0010437319767641895 0.0014192128821609393 0.0010612665788582443 0.0010121929053411817 0.0010097682572446269
leaf_count=515 658 201 111 405 307 78 595 82 112 57
internal_value=0 4.58018e-05 0.000106392 4.56502e-05 0.000122841 0.00021622 3.49652e-05 0.000241406 0.0005534 0.000520615
internal_weight=0 0.0121153 0.0111051 0.009992 0.00821642 0.00697127 0.00453398 0.00311477 0.00243729 0.00207103
internal_count=3121 2606 2405 2294 1636 1329 812 217 517 139
is_linear=0
shrinkage=0.00196078


Tree=4044
num_leaves=11
num_cat=0
split_feature=484 15 15 49 4 13 15 48 0 12
split_gain=0.000221837 0.000136137 7.20395e-05 8.64655e-05 8.82633e-05 9.10896e-05 9.66222e-05 0.000171901 0.000375363 0.000130692
threshold=-0.0068949999999999992 -0.24436499999999997 -0.11713499999999999 0.0093850000000000027 -0.49405499999999997 -0.094514999999999988 1.0000000180025095e-35 0.086260000000000017 -0.10607499999999999 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 7 8 -7 -10
right_child=1 2 3 -5 5 6 -8 -9 9 -11
leaf_value=-0.00088843085182184814 0.00075687443223819027 -0.00047169224266786883 -0.00053409694305326467 0.00060087825077201665 0.00044955597781894243 0.0012070955998705877 -0.00040618173446505744 -0.00054784843835905606 0.00030838195542314282 -0.00060337573550055766
leaf_weight=0.0010124212185800867 0.0010073807392078958 0.0011008619534980555 0.0010660953828218111 0.0010105085097732698 0.0018500354375569012 0.0012166883640489794 0.0019767344640029792 0.0011615311793508843 0.0012634992154297129 0.0011587756110456769
leaf_count=503 232 187 120 343 186 78 958 161 89 264
internal_value=0 6.49813e-05 5.93717e-06 5.506e-05 -1.84021e-06 6.39323e-05 -4.13346e-05 0.000108901 0.000318531 -0.000127788
internal_weight=0 0.0128121 0.0118047 0.0107039 0.00969336 0.00862726 0.00677723 0.00480049 0.00363896 0.00242227
internal_count=3121 2618 2386 2199 1856 1736 1550 592 431 353
is_linear=0
shrinkage=0.00196078


Tree=4045
num_leaves=8
num_cat=0
split_feature=42 49 151 4 52 0 4
split_gain=2.52727e-05 5.23278e-05 6.1802e-05 7.47088e-05 8.92856e-05 6.42947e-05 5.93567e-05
threshold=-1.0000000180025095e-35 -0.047584999999999995 -1.0000000180025095e-35 0.071150000000000005 0.077655000000000016 -0.084144999999999984 0.0052350000000000009
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=-0.011133594078106478 9.8220360236265296e-07 -0.024379051398325757 -0.0026114988523670089 0.017735870786364731 0.010314628662963843 -0.037639958021568887 0.033215512315723304
leaf_weight=0.0017340539684572867 0.0011436805327916736 0.0010636345470677227 0.001043955578784706 0.0019602861492733631 0.0017687970195315872 0.0010520831225306788 0.0010160209121889742
leaf_count=862 230 304 292 318 505 480 130
internal_value=0 0.00204494 -0.00221305 0.00183433 -0.0062311 -0.0201936 0.0156266
internal_weight=0 0.00904846 0.00688876 0.00582512 0.00386484 0.00209604 0.0021597
internal_count=3121 2259 1899 1595 1277 772 360
is_linear=0
shrinkage=0.1


Tree=4046
num_leaves=10
num_cat=0
split_feature=484 15 4 150 48 4 42 16 16
split_gain=0.000166367 4.63045e-05 8.9367e-05 0.00010991 0.000116842 5.83726e-05 0.00012696 5.71566e-05 4.90613e-05
threshold=-1.0000000180025095e-35 -0.15026499999999995 0.25615500000000008 0.089910000000000018 0.016865000000000002 0.071150000000000005 0.086325000000000013 -0.078844999999999985 0.0013750000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 -3 -9
right_child=1 2 -4 -5 -6 -7 -8 8 -10
leaf_value=-0.00076276586954731078 0.0003960953228837832 0.00049915792621291763 -0.00053741202376305437 -0.00045470518652446039 0.00064404115548250158 0.00039820776632164566 -0.00067609326951299168 -0.0003659700831824495 0.00016890643868463796
leaf_weight=0.0010299319666999046 0.0013852343355086746 0.0010325388266709469 0.001016817047883139 0.0012878149774166103 0.00155697012118224 0.0013824256980485734 0.0010119338806333219 0.0010870231861473717 0.0016756433656382463
leaf_count=515 331 431 136 189 299 104 596 272 248
internal_value=0 6.00147e-05 1.36966e-05 7.57239e-05 0.000163905 4.31274e-05 -5.89858e-05 0.000105557 -4.15508e-05
internal_weight=0 0.0114364 0.0100512 0.00903435 0.00774654 0.00618956 0.00480714 0.00379521 0.00276267
internal_count=3121 2606 2275 2139 1950 1651 1547 951 520
is_linear=0
shrinkage=0.00196078


Tree=4047
num_leaves=9
num_cat=0
split_feature=133 42 0 47 13 4 48 0
split_gain=2.4249e-05 3.69955e-05 7.02926e-05 0.000111965 0.000104455 7.21954e-05 6.96594e-05 0.000108167
threshold=0.099660000000000012 -0.088934999999999986 -0.060129999999999996 0.092530000000000015 -0.036034999999999991 -0.034939999999999992 0.085845000000000019 -0.15350499999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 -3 7 -7
right_child=-2 2 4 -5 -6 6 -8 -9
leaf_value=-0.016139688296850582 -0.014827390214902614 -0.019069492651296337 -0.0055305017411537436 -0.028036753361139373 0.036749648062067194 0.045919996053968508 -0.0078422481887466811 0.0045118293965219882
leaf_weight=0.0010650593422874043 0.0010096629126685576 0.001006827755569561 0.0010378628893551213 0.001301907569871529 0.0013371715511857557 0.0010137044295874501 0.0013291478591115546 0.0016702860391746631
leaf_count=323 483 638 162 230 289 107 242 647
internal_value=0 0.00145174 0.00360606 -0.00190436 0.0182737 0.00487297 0.0108797 0.0201511
internal_weight=0 0.00976197 0.00869691 0.00632187 0.00237503 0.00501997 0.00401314 0.00268399
internal_count=3121 2638 2315 1864 451 1634 996 754
is_linear=0
shrinkage=0.1


Tree=4048
num_leaves=8
num_cat=0
split_feature=11 48 0 1 15 42 13
split_gain=2.35384e-05 3.92229e-05 7.76294e-05 4.25489e-05 6.98208e-05 7.64909e-05 5.72104e-05
threshold=0.079915000000000014 0.016865000000000002 -0.20211999999999997 0.11323000000000001 -0.0058549999999999991 0.084050000000000014 -0.0034749999999999994
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=-0.026921195207668502 -0.014617126819553081 -0.0051427448747730061 0.027344598305056003 0.011359882024982835 0.022999975858617891 -0.022169107292082227 -0.006224235120400181
leaf_weight=0.001330837860535475 0.0010066460329541159 0.0014723343010141221 0.0014697712103388669 0.0016252427410965104 0.001385611162873034 0.0011275674782643685 0.001296804002047208
leaf_count=782 199 82 490 301 356 583 328
internal_value=0 0.0014476 0.0110868 -0.00274383 -0.00720264 -0.000314898 0.00887164
internal_weight=0 0.00970817 0.00294211 0.00676606 0.00514082 0.00380998 0.00268242
internal_count=3121 2922 572 2350 2049 1267 684
is_linear=0
shrinkage=0.1


Tree=4049
num_leaves=9
num_cat=0
split_feature=52 52 160 12 160 52 47 3
split_gain=2.52178e-05 5.85005e-05 7.02688e-05 6.56638e-05 6.91357e-05 8.93467e-05 4.03281e-05 6.27441e-05
threshold=-0.24456499999999998 -0.081429999999999989 0.050340000000000003 0.10193000000000001 -0.079874999999999988 0.091275000000000009 0.086010000000000017 -0.078934999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 -6
right_child=1 2 -4 -5 5 -7 -8 -9
leaf_value=-0.014175480731004006 0.01957168980969649 -0.014562273725034028 -0.02629079008091581 -0.020109509687433028 -0.0057836097472561548 0.037030742190662186 -0.01026459448518244 0.027694038496565383
leaf_weight=0.0011308727325646936 0.0015248821088099376 0.0012718313307458345 0.0010219352001940877 0.0011460420219769635 0.0010488104992466369 0.0010738139132431814 0.0012590930508011417 0.0012008173018344978
leaf_count=364 407 520 216 278 649 243 123 321
internal_value=0 0.00161718 -0.00179561 0.00178026 0.00606536 0.0117903 0.00406572 0.0120863
internal_weight=0 0.00954723 0.00802234 0.00700041 0.00585437 0.00458253 0.00350872 0.00224963
internal_count=3121 2757 2350 2134 1856 1336 1093 970
is_linear=0
shrinkage=0.1


Tree=4050
num_leaves=10
num_cat=0
split_feature=484 4 150 42 43 43 0 4 42
split_gain=0.000117574 9.48118e-05 8.23152e-05 6.91688e-05 6.88728e-05 8.30528e-05 7.40834e-05 6.97632e-05 6.80566e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 0.089910000000000018 0.091735000000000025 0.12450000000000001 -0.073959999999999984 -0.084144999999999984 -1.0000000180025095e-35 -1.0000000180025095e-35
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=-0.00063668296790661376 -8.9685343071818163e-06 0.00047019917038079674 -0.00046480068597453902 -0.00041213276869458287 0.00059334652684310811 0.00042915728250733014 -0.00052526586909394342 -0.00027562018491098943 0.00060915239890795122
leaf_weight=0.00103459192589776 0.001378482027638332 0.0017744317778023615 0.0013878900616013405 0.001078707794133606 0.0010162836364348733 0.0010446208680099012 0.0013155186320312272 0.0011177963349029241 0.0013609497019540797
leaf_count=515 268 346 197 426 147 303 444 122 353
internal_value=0 5.34714e-05 -2.27592e-05 5.10472e-05 0.000120118 4.27649e-05 -0.000158363 6.48438e-05 0.000298114
internal_weight=0 0.0114747 0.00970025 0.00831236 0.00723365 0.00621737 0.00347794 0.00216242 0.00273943
internal_count=3121 2606 2260 2063 1637 1490 869 425 621
is_linear=0
shrinkage=0.00196078


Tree=4051
num_leaves=9
num_cat=0
split_feature=1 43 15 3 12 160 1 16
split_gain=2.83771e-05 5.69504e-05 3.56311e-05 5.77616e-05 7.79202e-05 0.000125357 8.17821e-05 2.86289e-05
threshold=0.077565000000000009 0.093175000000000022 1.0000000180025095e-35 -0.10519499999999998 -0.010834999999999999 -1.0000000180025095e-35 0.11061500000000002 0.15273500000000004
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=-0.029834132135584574 0.026839008237579801 0.010745954790300872 -0.010092034030763891 0.02524686545237656 -0.035151049491292836 0.020067553663439326 -0.015546672435505206 -0.0061608114769340196
leaf_weight=0.0010093396333255406 0.0011578768545001152 0.0010561676923727652 0.0015825060407336153 0.0011076956496761008 0.0010043433760831728 0.0016565236062289334 0.00105569397545352 0.0010343339971498086
leaf_count=1236 214 191 433 315 205 186 132 209
internal_value=0 -0.00810867 0.00325165 0.00678157 0.00196755 -0.00497069 0.0062052 -0.0178527
internal_weight=0 0.00309984 0.00756464 0.00598213 0.00482426 0.00371656 0.00271222 0.00204367
internal_count=3121 1636 1485 1052 838 523 318 1445
is_linear=0
shrinkage=0.1


Tree=4052
num_leaves=9
num_cat=0
split_feature=484 1 49 4 2 12 52 0
split_gain=2.38767e-05 3.52285e-05 6.61041e-05 8.08044e-05 7.43501e-05 6.47536e-05 7.11245e-05 0.000140113
threshold=0.084040000000000017 0.12337000000000002 -0.043469999999999995 0.0061450000000000003 0.11389000000000002 0.095330000000000012 0.077655000000000016 -0.10011499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -4
right_child=-2 -3 4 -5 -6 -7 -8 -9
leaf_value=-0.0094988224723905959 0.013063691515911755 0.011598361773610486 0.014125372205336446 0.029986290726528177 -0.03406351077405767 -0.024954638480339152 0.022474518821739391 -0.035582027192297361
leaf_weight=0.0010126601649904179 0.0012284352281356709 0.0016308354358093285 0.0012767818939170953 0.0010616335577742961 0.0010578576917708348 0.001174904878033746 0.0011544283220550227 0.001020162062146299
leaf_count=190 368 247 173 135 240 412 626 730
internal_value=0 -0.00176185 -0.00457019 0.0107098 -0.0101463 -0.00467731 0.00222544 -0.00795162
internal_weight=0 0.00938926 0.00775843 0.00207429 0.00568413 0.00462628 0.00345137 0.00229694
internal_count=3121 2753 2506 325 2181 1941 1529 903
is_linear=0
shrinkage=0.1


Tree=4053
num_leaves=9
num_cat=0
split_feature=4 15 4 2 13 2 48 12
split_gain=2.39179e-05 6.48024e-05 6.22948e-05 4.61246e-05 6.12151e-05 6.32089e-05 0.000113024 5.68951e-05
threshold=0.24564500000000003 -0.15026499999999995 0.098655000000000007 0.10981000000000002 -0.095539999999999986 0.084245000000000014 0.083985000000000018 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 7 -7 -6
right_child=1 -3 -4 -5 5 6 -8 -9
leaf_value=-0.02543306892411272 0.024670483083289965 -0.0087419209214760329 -0.025492510315952666 0.015204522967433047 0.030436807253093914 -0.030975518620409304 0.01281948899724422 -0.0024479070237537637
leaf_weight=0.0010493471353252588 0.001229986188302195 0.0010992144219454639 0.0010367787620468825 0.0016851337424904382 0.0010531785216298475 0.0012203535034287485 0.0011395401480469162 0.001051310860556042
leaf_count=139 266 160 121 352 192 1082 265 544
internal_value=0 0.00890224 -0.00257508 0.000725483 -0.00369967 0.00140873 -0.00982788 0.014009
internal_weight=0 0.0023292 0.00823564 0.00719886 0.00551373 0.00446438 0.00235989 0.00210449
internal_count=3121 426 2695 2574 2222 2083 1347 736
is_linear=0
shrinkage=0.1


Tree=4054
num_leaves=9
num_cat=0
split_feature=484 4 150 49 43 2 2 2
split_gain=0.00016268 7.77417e-05 8.51294e-05 8.25057e-05 6.31843e-05 8.76726e-05 7.87257e-05 0.000107682
threshold=-1.0000000180025095e-35 0.27044500000000005 0.089910000000000018 -0.072814999999999977 -0.074359999999999996 0.086950000000000013 0.089125000000000024 0.10136500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -6 -8
right_child=1 -3 -4 4 6 -7 7 -9
leaf_value=-0.00075235230267385958 0.00053734906812358794 0.00045008763223028478 -0.00046298582443664906 0.0004854345423265769 -0.00049758811492224585 -0.00022682445726961793 0.0005136805251252731 -0.00031139363984692249
leaf_weight=0.001013546699508777 0.0012465498870035266 0.0017307470690731694 0.0013240625169096713 0.0017518771184514611 0.001646907518035365 0.0010703904878076476 0.0010969387408710967 0.0013648644220929694
leaf_count=515 177 346 197 280 701 348 276 281
internal_value=0 6.78766e-05 -1.74439e-06 7.29374e-05 -1.05879e-05 0.000215299 -0.000165749 5.62458e-05
internal_weight=0 0.0112323 0.00950159 0.00817753 0.00693098 0.00282227 0.00410871 0.0024618
internal_count=3121 2606 2260 2063 1886 628 1258 557
is_linear=0
shrinkage=0.00196078


Tree=4055
num_leaves=9
num_cat=0
split_feature=52 52 160 12 15 52 0 1
split_gain=2.16307e-05 4.76637e-05 6.69839e-05 4.89723e-05 6.26244e-05 9.27834e-05 6.82749e-05 8.76293e-05
threshold=-0.24456499999999998 -0.081429999999999989 0.050340000000000003 0.10193000000000001 0.088345000000000021 0.096795000000000006 -0.17169499999999996 0.094825000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 -8
right_child=1 2 -4 -5 -6 -7 7 -9
leaf_value=-0.013166526397310196 0.01787871376700052 0.012411596945845491 -0.025640068507149234 -0.017049706013325585 0.028089586205425621 0.023465293632068146 -0.036895625663301589 0.0019824049550161561
leaf_weight=0.0011219161491405573 0.0014983329744446385 0.0011271073507079926 0.0010089694155670471 0.0011351496382330266 0.0010249342301503423 0.0013124676723424208 0.0011675702550309453 0.0011515397035746304
leaf_count=364 407 101 216 278 469 273 766 247
internal_value=0 0.00152189 -0.00156953 0.0019407 0.00566794 0.000838724 -0.00777845 -0.017591
internal_weight=0 0.00942607 0.00792774 0.00691877 0.00578362 0.00475868 0.00344622 0.00231911
internal_count=3121 2757 2350 2134 1856 1387 1114 1013
is_linear=0
shrinkage=0.1


Tree=4056
num_leaves=12
num_cat=0
split_feature=484 47 47 4 150 457 0 0 42 4 2
split_gain=0.000232907 0.000116988 0.000154268 0.000130086 7.9064e-05 8.07656e-05 5.20768e-05 6.51349e-05 0.00010768 6.31102e-05 4.5056e-05
threshold=-0.0068949999999999992 0.13148500000000005 0.10254000000000001 0.27834500000000006 0.102565 0.045365000000000009 0.041630000000000007 -0.083914999999999976 1.0000000180025095e-35 -0.50940999999999981 0.091055000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 8 10 -8 -2
right_child=1 -3 -4 -5 -6 -7 9 -9 -10 -11 -12
leaf_value=-0.00090995871160320485 -0.00055248523322089639 -0.0005669311902045367 0.00078763776580613996 0.00061709301162637454 -0.00055255212421022651 0.00053835081229531168 -0.00011769375733642977 -0.00046350413580682715 0.00047622006208199435 0.00056540737241724405 2.135490776236928e-05
leaf_weight=0.0010064755447249515 0.0010317617069565176 0.0010204475425090185 0.0012120730077430685 0.0013499478036032514 0.0010093788782609111 0.0010443683403039451 0.0010671702005645503 0.0017172111468716691 0.0011992366521177624 0.0010141145918026728 0.0010732751266239846
leaf_count=503 249 55 122 288 144 149 52 902 382 114 161
internal_value=0 6.9828e-05 0.000125277 4.88639e-05 -3.49103e-05 2.92223e-05 -4.56384e-05 -0.000153729 7.25943e-06 0.00021515 -0.000259907
internal_weight=0 0.012739 0.0117185 0.0105065 0.00915652 0.00814714 0.00710277 0.00502148 0.00330427 0.00208128 0.00210504
internal_count=3121 2618 2563 2441 2153 2009 1860 1694 792 166 410
is_linear=0
shrinkage=0.00196078


Tree=4057
num_leaves=9
num_cat=0
split_feature=52 11 13 0 4 48 1 3
split_gain=2.37044e-05 3.85443e-05 5.95709e-05 5.78239e-05 6.74344e-05 4.85325e-05 3.8945e-05 3.75722e-05
threshold=0.15116000000000002 1.0000000180025095e-35 -0.084034999999999985 -0.019414999999999998 0.098655000000000007 0.085845000000000019 0.086720000000000005 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 6 4 5 7 -1 -4
right_child=-2 -3 3 -5 -6 -7 -8 -9
leaf_value=0.0064534223078210346 -0.014178078065814817 -0.016436542635917727 -0.0033744778310310884 0.017317546272298045 -0.024372167542574135 -0.015265489846448913 0.032000078498324938 0.023549522287260025
leaf_weight=0.0014652905689620693 0.001066169315375255 0.0010586758148337658 0.0010058593755793285 0.0012700884978292127 0.0014825234712509067 0.0011288103203988932 0.0010067274250270813 0.00106931072251726
leaf_count=492 377 223 1048 192 224 244 257 64
internal_value=0 0.00154825 0.00380723 -0.00160861 -0.00673778 0.00142188 0.0168573 0.0104991
internal_weight=0 0.00948729 0.00842861 0.00595659 0.0046865 0.00320398 0.00247202 0.00207517
internal_count=3121 2744 2521 1772 1580 1356 749 1112
is_linear=0
shrinkage=0.1


Tree=4058
num_leaves=9
num_cat=0
split_feature=4 1 4 2 13 2 48 13
split_gain=2.6533e-05 5.38925e-05 5.05177e-05 3.94775e-05 5.03385e-05 4.88e-05 9.93909e-05 5.92052e-05
threshold=0.24564500000000003 0.111945 0.098655000000000007 0.10981000000000002 -0.095539999999999986 0.084245000000000014 0.083985000000000018 -0.0025349999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 7 -7 -6
right_child=1 -3 -4 -5 5 6 -8 -9
leaf_value=-0.023558356030010372 -0.0066342460852934302 0.023811228719407395 -0.023475220270632941 0.013691006930110904 0.028650523333589174 -0.028904831033950858 0.012230484960846132 -0.0050545274944191771
leaf_weight=0.0010480599012845605 0.0011056996928444987 0.0012261661721330299 0.0010254370455244667 0.0016754970452438284 0.0010517070019135694 0.0012177816254761017 0.0011346630166914379 0.0010330935587619331
leaf_count=139 150 276 121 352 564 1082 265 172
internal_value=0 0.00937491 -0.00271624 0.000256471 -0.00384713 0.000808579 -0.00906389 0.0119485
internal_weight=0 0.00233187 0.00818624 0.0071608 0.00548531 0.00443725 0.00235244 0.0020848
internal_count=3121 426 2695 2574 2222 2083 1347 736
is_linear=0
shrinkage=0.1


Tree=4059
num_leaves=9
num_cat=0
split_feature=41 3 49 15 3 43 12 3
split_gain=9.37853e-05 7.44561e-05 6.04781e-05 9.31269e-05 5.63762e-05 6.67578e-05 6.8597e-05 0.000104266
threshold=1.0000000180025095e-35 -0.12018999999999998 -0.006494999999999999 -0.049819999999999996 -0.078934999999999991 -0.074359999999999996 0.088365000000000013 0.095270000000000007
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=0.00044206082824331012 -0.00057939617059189958 9.9687410605603171e-05 -0.00032114852529727708 -0.00058423334400037081 0.00056564770320532347 0.00059378428994705788 -0.00038643056301501341 -0.00012251072862470947
leaf_weight=0.0015257928453603518 0.0010276724859640462 0.0014902510040895255 0.0011086638850331216 0.0015738769399821892 0.0012311968739838986 0.0013886242444584879 0.0010545581193842149 0.0017864360288294689
leaf_count=221 173 227 1147 311 280 150 415 197
internal_value=0 3.9616e-05 -2.41241e-05 -0.000251606 8.19776e-05 0.000163821 4.68534e-05 0.000190764
internal_weight=0 0.0111594 0.00963361 0.00306413 0.00656948 0.00546082 0.00422962 0.00317506
internal_count=3121 2948 2727 538 2189 1042 762 347
is_linear=0
shrinkage=0.00196078


Tree=4060
num_leaves=9
num_cat=0
split_feature=484 4 150 49 43 2 16 2
split_gain=0.000118677 6.72611e-05 8.1684e-05 7.11621e-05 5.89336e-05 0.000100535 7.29525e-05 0.000123165
threshold=-1.0000000180025095e-35 0.27044500000000005 0.089910000000000018 -0.072814999999999977 -0.074359999999999996 0.086950000000000013 0.22339500000000004 0.089125000000000024
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 7 -6
right_child=1 -3 -4 4 6 -7 -8 -9
leaf_value=-0.00064641818769452448 0.00049625440690178398 0.00040537213128019302 -0.00045964387351589138 0.00049026465127808064 -0.00043975484235008562 -0.0002734846359600426 -0.00060911358248767332 0.00034699382026427022
leaf_weight=0.0010153692640019587 0.0012319866050694191 0.0017619496850422517 0.0013440786639714606 0.0017638322497487912 0.0014062784628845848 0.0010613789041077225 0.0010548870235221426 0.0016777028011058476
leaf_count=515 177 346 197 280 666 348 199 393
internal_value=0 5.33962e-05 -1.16095e-05 6.1864e-05 -1.49822e-05 0.000203338 -0.000164009 -1.17592e-05
internal_weight=0 0.0113021 0.00954014 0.00819607 0.00696408 0.00282521 0.00413887 0.00308398
internal_count=3121 2606 2260 2063 1886 628 1258 1059
is_linear=0
shrinkage=0.00196078


Tree=4061
num_leaves=8
num_cat=0
split_feature=50 484 43 43 52 15 4
split_gain=2.85775e-05 3.99471e-05 5.77428e-05 5.91411e-05 5.90128e-05 8.84739e-05 0.000127249
threshold=0.088425000000000017 0.084040000000000017 -0.14968999999999996 -0.00067499999999999993 -0.080114999999999978 -0.095869999999999983 0.0052350000000000009
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=0.015618555541599669 -0.01470961944969346 0.019295076231603994 -0.022123634871731735 -0.020978011146762954 -0.01459503157090372 -0.0038151068064634385 0.040915887128091993
leaf_weight=0.0017258920421361068 0.0011802745448070617 0.001145722542492073 0.0015334517902135256 0.0010280368688892179 0.0013675788305563897 0.0013722984472954083 0.0011852634964257111
leaf_count=212 560 323 1198 221 186 295 126
internal_value=0 0.00180288 -0.000637438 -0.00496266 0.000350203 0.00593629 0.0169148
internal_weight=0 0.00935824 0.00821252 0.00648663 0.00495318 0.00392514 0.00255756
internal_count=3121 2561 2238 2026 828 607 421
is_linear=0
shrinkage=0.1


Tree=4062
num_leaves=8
num_cat=0
split_feature=50 15 16 52 133 52 52
split_gain=2.32167e-05 3.66323e-05 4.37013e-05 4.95879e-05 5.78283e-05 0.000116764 8.80098e-05
threshold=0.088425000000000017 -0.15026499999999995 -0.36241499999999999 -0.088204999999999992 0.084990000000000024 1.0000000180025095e-35 -0.057699999999999994
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=0.018653484200454803 -0.013267480554423134 -0.01808102662744138 -0.010924284333913096 0.022866025596241627 -0.013330737070994825 0.036963796296335664 -0.01463843290789674
leaf_weight=0.0011134154797929887 0.0011778473956562613 0.0012269584960176161 0.0019980029291536494 0.0010617608685250779 0.0010335876309014629 0.0013597254031258383 0.001523503448064414
leaf_count=326 560 216 563 151 466 549 290
internal_value=0 0.00163319 -0.000676872 0.00238397 0.00772483 0.0132414 0.000764544
internal_weight=0 0.00931695 0.00820354 0.00697658 0.00497858 0.00394499 0.00258526
internal_count=3121 2561 2235 2019 1456 990 441
is_linear=0
shrinkage=0.1


Tree=4063
num_leaves=9
num_cat=0
split_feature=52 11 13 0 16 16 1 0
split_gain=2.40635e-05 3.33279e-05 5.81818e-05 5.46873e-05 5.34711e-05 8.28534e-05 2.79404e-05 1.45683e-05
threshold=0.15116000000000002 1.0000000180025095e-35 -0.084034999999999985 -0.019414999999999998 0.033715000000000009 -0.074319999999999983 0.077845000000000011 -0.17169499999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 6 4 5 7 -1 -4
right_child=-2 -3 3 -5 -6 -7 -8 -9
leaf_value=0.0069352400719416354 -0.014397994959408689 -0.015256543386265455 -0.0049868014843575991 0.016790434076075372 -0.025112072749757398 0.018641113960729309 0.028383001908432022 -0.02167087615427353
leaf_weight=0.0013446401358896522 0.0010490116048134197 0.0010461995541966038 0.001095540140064989 0.0012587895411016771 0.0011782820177636882 0.0013729585048066887 0.0011077950050141401 0.0010020861732281902
leaf_count=466 377 223 84 192 322 508 283 666
internal_value=0 0.00156993 0.00367563 -0.00169938 -0.00670593 -0.00045694 0.0166235 -0.0129572
internal_weight=0 0.00940629 0.00836009 0.00590766 0.00464887 0.00347058 0.00245244 0.00209763
internal_count=3121 2744 2521 1772 1580 1258 749 750
is_linear=0
shrinkage=0.1


Tree=4064
num_leaves=9
num_cat=0
split_feature=4 15 4 16 4 0 3 16
split_gain=2.79216e-05 4.80587e-05 4.19102e-05 3.35901e-05 7.43023e-05 5.11515e-05 8.17662e-05 4.69733e-05
threshold=0.24564500000000003 -0.15026499999999995 0.098655000000000007 0.38525000000000004 -0.35136499999999998 -0.061629999999999997 0.090900000000000009 -0.078844999999999985
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 7 -6
right_child=1 -3 -4 -5 5 -7 -8 -9
leaf_value=-0.025487030082838886 0.023362264390317099 -0.0055273241516518986 -0.021750554922659357 0.015810974304288638 0.0013880010732688632 0.022452309902029354 0.018602230661054032 -0.025709456665916078
leaf_weight=0.001183312493849167 0.0012151073862219917 0.0010944874129563732 0.0010193594045049955 0.0011218085293394926 0.0012090533204391625 0.0010128011809002659 0.0012076557435540258 0.0013585533705105161
leaf_count=142 266 160 121 281 770 145 118 1118
internal_value=0 0.00967186 -0.00279056 -6.58266e-05 -0.00304851 0.0024969 -0.0028566 -0.0129496
internal_weight=0 0.00230959 0.00811254 0.00709318 0.00597138 0.00478806 0.00377526 0.00256761
internal_count=3121 426 2695 2574 2293 2151 2006 1888
is_linear=0
shrinkage=0.1


Tree=4065
num_leaves=9
num_cat=0
split_feature=4 1 4 42 51 4 0 13
split_gain=2.27071e-05 4.52789e-05 3.41163e-05 2.9074e-05 4.10901e-05 3.93716e-05 7.33879e-05 2.31116e-05
threshold=0.24564500000000003 0.111945 0.098655000000000007 0.088465000000000002 -0.082744999999999985 -0.0016099999999999997 -0.082974999999999979 -0.0034749999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 -6 -8
right_child=1 -3 -4 -5 5 -7 7 -9
leaf_value=-0.014998911295272428 -0.0059880760836138825 0.02208868560406773 -0.019668889601108807 -0.015767276335399854 0.03331489387143708 -0.0071330692769707386 0.01127686836197469 -0.0086589411175157366
leaf_weight=0.0010924364037524382 0.0010954983710065938 0.0012074776643082761 0.0010147771762191856 0.0010100706455185762 0.0011215184285942631 0.0014964193097551266 0.0012791803553650247 0.0010662216374864265
leaf_count=361 150 276 121 750 560 295 291 317
internal_value=0 0.0087329 -0.00252319 -6.07736e-05 0.00255899 0.0064235 0.0122749 0.00221403
internal_weight=0 0.00230298 0.00808062 0.00706585 0.00605578 0.00496334 0.00346692 0.0023454
internal_count=3121 426 2695 2574 1824 1463 1168 608
is_linear=0
shrinkage=0.1


Tree=4066
num_leaves=9
num_cat=0
split_feature=41 3 1 3 12 133 3 3
split_gain=7.00436e-05 8.29839e-05 8.68821e-05 0.000124623 9.39877e-05 8.86389e-05 8.32602e-05 6.97635e-05
threshold=1.0000000180025095e-35 -0.12018999999999998 0.094385000000000011 0.10893000000000001 0.085885000000000017 0.076280000000000014 0.084940000000000015 0.13524500000000003
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 6 -3 -5
right_child=-2 2 3 7 -6 -7 -8 -9
leaf_value=0.00046074150407547317 -0.00050031152774379585 -0.00074555004292599391 0.0007504985104075881 -0.00050299069450873821 2.6493838914533055e-05 0.00014606821623512403 -9.7037772033407824e-05 0.00018112940060760764
leaf_weight=0.0015285263689923624 0.0010212406608953667 0.001521602959390017 0.0015360918790464249 0.0012541332180163733 0.0012506073053159782 0.0016243055262088377 0.0015229303639387737 0.0010553404357781931
leaf_count=221 173 1049 300 66 229 808 107 168
internal_value=0 3.59149e-05 -3.05836e-05 0.000146444 0.000425582 -0.000223814 -0.000421153 -0.000190374
internal_weight=0 0.0112935 0.00976501 0.00509617 0.0027867 0.00466884 0.00304453 0.00230947
internal_count=3121 2948 2727 763 529 1964 1156 234
is_linear=0
shrinkage=0.00196078


Tree=4067
num_leaves=8
num_cat=0
split_feature=50 12 2 12 151 15 12
split_gain=2.38678e-05 3.22244e-05 5.91863e-05 0.000157489 0.000100631 7.09821e-05 8.92146e-05
threshold=0.088425000000000017 0.10097500000000002 0.086590000000000014 0.051320000000000005 -0.044604999999999992 -0.091964999999999977 0.078300000000000008
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=0.0081663666154943495 -0.013510409138314156 0.014750665924920435 -0.02064425716144843 -0.042983823474637139 0.034127152990116545 -0.012101307226344678 0.022958737745430967
leaf_weight=0.0014024193835904925 0.0011660289423769078 0.0015647853403277399 0.0011790775614948235 0.0010545960768215215 0.0011075701235500474 0.0015433518674841647 0.0013701088852487761
leaf_count=215 560 341 283 667 270 179 606
internal_value=0 0.00167429 -0.000997956 -0.0137882 0.00504536 0.0125783 0.00438633
internal_weight=0 0.00922191 0.00765712 0.00245702 0.00520011 0.00402103 0.00291346
internal_count=3121 2561 2220 882 1338 1055 785
is_linear=0
shrinkage=0.1


Tree=4068
num_leaves=10
num_cat=0
split_feature=147 52 11 13 1 150 4 0 0
split_gain=5.45265e-05 8.12774e-05 9.85826e-05 0.000101367 9.98702e-05 7.54557e-05 9.01905e-05 7.68806e-05 6.57826e-05
threshold=1.0000000180025095e-35 0.15116000000000002 1.0000000180025095e-35 -0.084034999999999985 0.08844500000000001 0.086730000000000015 0.10924000000000002 -0.10151999999999999 -0.019414999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -5 -9
right_child=-2 -3 -4 5 -6 -7 -8 8 -10
leaf_value=0.00010187865288732763 0.00040970804474720941 -0.00056250912905155448 -0.00055227539081601493 0.00064085462465673416 0.00088035207145202902 -0.00055579387936351241 -0.00040779999276715687 -0.00027269774256009856 0.00033589250777621053
leaf_weight=0.0016977585852118941 0.0011064262637341107 0.0010619741357506098 0.0010748676350712241 0.0010410892366535503 0.0010108188360865025 0.00100036716436026 0.0013214739009999319 0.0014449239204793829 0.0012946841006453286
leaf_count=496 183 372 210 110 219 124 196 1100 111
internal_value=0 -4.70419e-05 8.33078e-06 7.67191e-05 0.000392399 -6.33934e-05 3.315e-05 0.000187276 1.49099e-05
internal_weight=0 0.010948 0.00988598 0.00881112 0.00270858 0.00610254 0.00510217 0.0037807 0.00273961
internal_count=3121 2938 2566 2356 715 1641 1517 1321 1211
is_linear=0
shrinkage=0.00196078


Tree=4069
num_leaves=8
num_cat=0
split_feature=43 12 12 52 457 15 3
split_gain=2.62625e-05 6.69129e-05 6.02535e-05 5.10187e-05 7.30065e-05 6.16353e-05 8.41342e-05
threshold=-0.04890499999999999 0.051320000000000005 0.09202500000000001 -0.088204999999999992 0.045365000000000009 -0.10203999999999998 0.088060000000000013
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=0.025412528029954529 -0.024482604894526104 -0.021504532609674817 0.010246929215206381 -0.021959771417808388 0.024372814170453172 0.017777671803494668 -0.015198220295009092
leaf_weight=0.0012618846411329766 0.0010113342322825509 0.0010203121376487858 0.0014428013633436048 0.0015114967925811966 0.0010028203140350633 0.0016864274004657989 0.0014295915988461472
leaf_count=292 290 706 457 288 107 872 109
internal_value=0 0.00668742 -0.00290569 -0.00380283 -8.82836e-05 -0.0053892 0.00264873
internal_weight=0 0.003725 0.00246311 0.00664167 0.00563034 0.00462752 0.00311602
internal_count=3121 1455 1163 1666 1376 1269 981
is_linear=0
shrinkage=0.1


Tree=4070
num_leaves=9
num_cat=0
split_feature=484 3 42 1 4 16 3 16
split_gain=0.000143689 6.3424e-05 0.000124341 0.000118318 0.000136506 0.000125583 8.91555e-05 7.78785e-05
threshold=-1.0000000180025095e-35 -0.12018999999999998 0.079510000000000011 0.094825000000000007 -0.083854999999999985 -0.088159999999999988 0.083060000000000009 -0.071854999999999988
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 -6 -5 -8
right_child=1 3 -4 6 5 -7 7 -9
leaf_value=-0.00071158861255287266 0.0007762571157169919 0.00017855188886161405 -0.00012995655918606358 0.00051767316730974555 -9.7065830100925396e-05 -0.00090819268351777715 0.00030495493089254167 -0.00034888915389501334
leaf_weight=0.0010268630524507142 0.0012169629933813557 0.0018736884009368016 0.0011158930643006409 0.001990567145740166 0.0014815269532040384 0.0014541714471831234 0.0013876817877543635 0.0014140543826808849
leaf_count=515 188 327 101 405 392 932 169 92
internal_value=0 5.27905e-05 0.000342781 -1.76664e-05 -0.000234941 -0.00049885 0.000200383 -2.50444e-05
internal_weight=0 0.0119345 0.00233286 0.00960169 0.00480939 0.0029357 0.0047923 0.00280174
internal_count=3121 2606 289 2317 1651 1324 666 261
is_linear=0
shrinkage=0.00196078


Tree=4071
num_leaves=10
num_cat=0
split_feature=147 52 11 13 1 150 2 0 43
split_gain=5.22195e-05 8.87015e-05 8.57021e-05 8.74091e-05 7.67827e-05 5.9099e-05 4.6416e-05 0.000115546 6.58526e-05
threshold=1.0000000180025095e-35 0.15915500000000002 1.0000000180025095e-35 -0.084034999999999985 0.08844500000000001 0.087000000000000008 0.11177500000000001 -0.13027499999999997 -0.17390999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -5 -9
right_child=-2 -3 -4 5 -6 -7 -8 8 -10
leaf_value=0.00011194190033243001 0.00040173872929251105 -0.00060209874769384989 -0.0005053587761643186 0.00069576551649971809 0.00079001089109029428 -0.00049315039505379245 -0.00034416992327708669 0.00027049063624974155 -0.00030979350096879568
leaf_weight=0.0017309908245747407 0.0010971654728172573 0.0010051054890144019 0.0011075007736444384 0.0010134477534203086 0.0010206327134881842 0.0010003827746695726 0.0010308794401562909 0.0012921018097139438 0.0017983729374188512
leaf_count=496 183 363 210 95 220 123 267 96 1068
internal_value=0 -4.68583e-05 8.98096e-06 7.30795e-05 0.000363451 -5.71519e-05 2.7791e-05 0.000121225 -6.71815e-05
internal_weight=0 0.0109994 0.00999431 0.00888681 0.00275162 0.00613518 0.0051348 0.00410392 0.00309047
internal_count=3121 2938 2575 2365 716 1649 1526 1259 1164
is_linear=0
shrinkage=0.00196078


Tree=4072
num_leaves=9
num_cat=0
split_feature=484 3 42 1 15 3 0 15
split_gain=0.000139747 6.81996e-05 0.000145741 9.13066e-05 0.000133674 9.5398e-05 9.02035e-05 5.54207e-05
threshold=-1.0000000180025095e-35 -0.12018999999999998 0.079510000000000011 0.094825000000000007 -0.0058549999999999991 0.083060000000000009 -0.082974999999999979 -0.074054999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 -5 -6 -7
right_child=1 3 -4 5 6 7 -8 -9
leaf_value=-0.00069894194773505744 0.00083567519543889122 -0.00068470227176077776 -0.00015557673689154988 0.00050350515221299125 0.00043554311133950314 0.00021470599236198874 -0.00024453186395993466 -0.00035053766932355171
leaf_weight=0.0010268486661815296 0.0011867420192037447 0.0015410504604315501 0.0010977660022949004 0.0019719325695735541 0.0012266587562140634 0.0013465206095557986 0.00192903751539083 0.0013213161238851689
leaf_count=515 188 673 101 405 390 144 588 117
internal_value=0 5.56877e-05 0.000359353 -1.86146e-05 -0.00021134 0.000176477 1.98218e-05 -6.52458e-05
internal_weight=0 0.011621 0.00228451 0.00933652 0.00469675 0.00463977 0.0031557 0.00266784
internal_count=3121 2606 289 2317 1651 666 978 261
is_linear=0
shrinkage=0.00196078


Tree=4073
num_leaves=8
num_cat=0
split_feature=1 42 151 16 43 1 13
split_gain=2.37575e-05 5.77718e-05 4.32811e-05 6.85321e-05 5.73063e-05 5.84242e-05 8.47792e-05
threshold=0.12337000000000002 0.091735000000000025 -0.081154999999999991 -0.25582999999999995 -0.084004999999999982 0.094385000000000011 -0.095304999999999987
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=-0.018186322403835244 0.010869988427843758 -0.024595523545732755 0.023181325600489997 0.01537038500938203 0.0035943778300853075 0.008704645135333729 -0.033705289597242623
leaf_weight=0.0010394381713321136 0.0016735518845996692 0.0010126464398334551 0.0014278380189860114 0.0014567290385543506 0.00109791642121128 0.0013603170586045168 0.0013694311001146646
leaf_count=351 294 576 188 407 69 244 992
internal_value=0 -0.00213253 0.000801948 0.00374242 -0.00150995 -0.00793426 -0.0171077
internal_weight=0 0.00876432 0.00775167 0.00671223 0.00528439 0.00382766 0.00246735
internal_count=3121 2827 2251 1900 1712 1305 1061
is_linear=0
shrinkage=0.1


Tree=4074
num_leaves=10
num_cat=0
split_feature=41 3 133 1 0 4 3 4 16
split_gain=0.000100221 0.000102025 7.13706e-05 0.000113187 0.000135026 0.000119706 8.02202e-05 6.58627e-05 6.45694e-05
threshold=1.0000000180025095e-35 -0.12018999999999998 0.083950000000000011 0.095285000000000022 -0.22491999999999998 -0.077679999999999985 0.10893000000000001 0.056795000000000005 -0.072359999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 8 -8 -5
right_child=-2 2 -4 6 5 -7 7 -9 -10
leaf_value=0.00051156442199381798 -0.00059760097806952717 0.00019013806617988711 0.00031831271323013235 -1.7267895591527309e-05 -0.00023260183022286922 -0.0011604731258959044 0.00019355188150603625 -0.00047452611853827437 0.00061023989691240291
leaf_weight=0.0015665750451876225 0.0010101845574373167 0.0010232734054920196 0.0018659913219521507 0.0011678689569363616 0.0011195011935327113 0.0010231008616791472 0.0010048210828011161 0.0013030975120750521 0.0013700203167905959
leaf_count=221 173 61 965 124 526 604 96 133 218
internal_value=0 4.66839e-05 -2.7045e-05 -0.000107482 -0.00039582 -0.000675664 8.08958e-05 -0.000183658 0.000321478
internal_weight=0 0.0114442 0.00987767 0.00801168 0.00316588 0.0021426 0.00484581 0.00230792 0.00253789
internal_count=3121 2948 2727 1762 1191 1130 571 229 342
is_linear=0
shrinkage=0.00196078


Tree=4075
num_leaves=9
num_cat=0
split_feature=14 15 15 0 3 133 16 52
split_gain=2.06894e-05 5.02069e-05 2.90849e-05 3.71095e-05 4.65034e-05 9.57753e-05 0.000186881 2.75129e-05
threshold=-1.0000000180025095e-35 -0.10653 -0.092489999999999989 -0.10607499999999999 -0.12018999999999998 0.083950000000000011 0.15891500000000003 -1.0000000180025095e-35
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=-0.013692506270547133 0.018887607268530157 -0.016648807331327401 0.00033071864487578577 0.013228345907642032 -0.053984735641451564 0.012355143317081867 0.0026231953743142624 0.02351314676029418
leaf_weight=0.0010045395770472481 0.0013988231134947912 0.001112486945872411 0.0010113035689124084 0.0011879110439238609 0.0010134002658864977 0.0012964603692942529 0.0013737611456617405 0.0010367679171256975
leaf_count=161 388 193 121 184 947 748 224 155
internal_value=0 0.00140374 -0.00164115 0.000771675 -0.00397666 -0.00952501 -0.0214081 0.0120661
internal_weight=0 0.00943091 0.00803209 0.0069196 0.00487153 0.00368362 0.00238716 0.00204807
internal_count=3121 2960 2572 2379 2103 1919 1171 276
is_linear=0
shrinkage=0.1


Tree=4076
num_leaves=7
num_cat=0
split_feature=1 4 3 2 15 49
split_gain=2.27633e-05 5.56176e-05 3.57641e-05 6.0306e-05 6.09358e-05 3.29554e-05
threshold=0.077565000000000009 -0.083854999999999985 0.086245000000000016 0.082850000000000021 -0.055554999999999993 -0.006494999999999999
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=0.0033603454485455655 -0.017512319273315466 -0.024563409156268812 -0.015472246034652044 0.025735582623153619 0.013511302821653432 0.0044210624600316993
leaf_weight=0.00185574196309217 0.0011106688075886554 0.0011586275615005598 0.0015350343978083186 0.0014357711662497728 0.0014725012454622638 0.0018201875464629244
leaf_count=353 275 1283 144 408 438 220
internal_value=0 -0.00737266 0.00294164 0.0093048 0.000172278 -0.00468025
internal_weight=0 0.00301437 0.00737416 0.00401894 0.00258317 0.00335522
internal_count=3121 1636 1485 1121 713 364
is_linear=0
shrinkage=0.1


Tree=4077
num_leaves=9
num_cat=0
split_feature=52 11 13 0 4 48 1 1
split_gain=2.02056e-05 3.502e-05 5.36627e-05 4.10993e-05 6.57415e-05 4.67757e-05 2.69713e-05 8.59519e-06
threshold=0.15116000000000002 1.0000000180025095e-35 -0.084034999999999985 -0.019414999999999998 0.098655000000000007 0.085845000000000019 0.077845000000000011 0.091615000000000016
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 6 4 5 7 -1 -4
right_child=-2 -3 3 -5 -6 -7 -8 -9
leaf_value=0.0065464960160845414 -0.013275275214158763 -0.015749289633037684 0.017757129144027436 0.014547887465033575 -0.02350913404462503 -0.01432847706328947 0.027718328094572676 0.0047538850104721902
leaf_weight=0.001333019860532579 0.0010388148644707258 0.0010528996710270641 0.0010088993311901996 0.0012436007673847123 0.0014558974343364898 0.0011085607204784197 0.0010967768319300037 0.0010245703110285669
leaf_count=466 377 223 901 192 224 244 283 211
internal_value=0 0.00142765 0.00361419 -0.00158062 -0.0059429 0.00219662 0.0161032 0.0112054
internal_weight=0 0.00932422 0.00827133 0.00584153 0.00459793 0.00314203 0.0024298 0.00203347
internal_count=3121 2744 2521 1772 1580 1356 749 1112
is_linear=0
shrinkage=0.1


Tree=4078
num_leaves=9
num_cat=0
split_feature=484 4 150 49 2 0 16 51
split_gain=0.000153159 7.20611e-05 6.50748e-05 0.000100261 6.18867e-05 7.01075e-05 5.05688e-05 2.18321e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 0.089910000000000018 -0.072814999999999977 0.10097500000000002 -0.060129999999999996 -0.083539999999999989 -1.0000000180025095e-35
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=-0.0007445941831907937 0.00056963518599811966 0.00042100151960505771 -0.00041153768389292212 0.00013995901807056649 -0.00033216110034888895 0.00015055408539672128 -0.00037305610474438702 0.00055578138517259389
leaf_weight=0.0010015954202511725 0.0012315189152888274 0.001751615333786421 0.0013442868914318286 0.0014887574950071824 0.0019645255279660667 0.0010004121228957691 0.0014663056921455995 0.0010452131439570656
leaf_count=515 177 346 197 524 411 75 805 71
internal_value=0 5.54399e-05 -1.16728e-05 5.39062e-05 -3.72798e-05 7.85646e-05 -0.0001146 0.000357605
internal_weight=0 0.0112926 0.00954102 0.00819673 0.00696521 0.00500069 0.00295506 0.00204563
internal_count=3121 2606 2260 2063 1886 1475 1329 146
is_linear=0
shrinkage=0.00196078


Tree=4079
num_leaves=8
num_cat=0
split_feature=4 15 4 12 1 42 1
split_gain=2.24765e-05 4.16552e-05 3.73052e-05 3.72436e-05 6.10208e-05 5.27552e-05 5.20448e-05
threshold=0.24564500000000003 -0.15026499999999995 0.098655000000000007 0.084100000000000022 0.094385000000000011 0.084635000000000016 0.085345000000000018
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -5 -1
right_child=1 -3 -4 5 -6 -7 -8
leaf_value=0.0093418218271488409 0.021572911500385105 -0.0054228056567041825 -0.020475416485809611 -0.020073435697417902 0.021080842023680612 0.0067885638377745035 -0.0200657979840086
leaf_weight=0.0013443458476337048 0.0011979939572985816 0.0010931395388918074 0.0010130156877007001 0.0016908865285383617 0.0016515527571045237 0.0012880653319373824 0.001089554457707087
leaf_count=326 266 160 121 873 275 995 105
internal_value=0 0.00869279 -0.00252899 4.44757e-05 0.00624459 -0.00845861 -0.00382273
internal_weight=0 0.00229113 0.00807742 0.0070644 0.00408545 0.00297895 0.0024339
internal_count=3121 426 2695 2574 706 1868 431
is_linear=0
shrinkage=0.1


Tree=4080
num_leaves=10
num_cat=0
split_feature=4 0 1 157 160 15 15 2 1
split_gain=5.5878e-05 7.50507e-05 6.98927e-05 7.62608e-05 0.000103993 6.79029e-05 6.60479e-05 8.32704e-05 7.55506e-05
threshold=-0.49405499999999997 0.056435000000000006 0.077565000000000009 -0.06266999999999999 -1.0000000180025095e-35 1.0000000180025095e-35 -0.095869999999999983 0.099515000000000006 0.11212500000000002
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=-0.0004295945625466623 -0.00036023656470010162 0.00054857997747946314 0.0005756727470999372 -0.00054595642864392526 -0.00038232498033258808 -0.00029372088050163772 0.00075745073696225013 0.00037989528560966233 5.5820069683626054e-05
leaf_weight=0.0010497402049984969 0.0017790858765355652 0.0010267554049838033 0.001000932492353555 0.0011362436019204071 0.0011917244598832735 0.0013006113587870159 0.0013056952447470889 0.0010250046632099173 0.0010765092984509755
leaf_count=156 1560 114 173 258 126 292 191 146 105
internal_value=0 4.41849e-05 -8.5759e-06 6.92711e-05 -2.77114e-06 0.000101846 0.000213715 -2.98781e-05 0.000440386
internal_weight=0 0.0108426 0.00981581 0.00803672 0.00703579 0.00589955 0.00459893 0.00221673 0.0023822
internal_count=3121 2965 2851 1291 1118 860 568 272 296
is_linear=0
shrinkage=0.00196078


Tree=4081
num_leaves=9
num_cat=0
split_feature=49 42 43 43 2 12 15 3
split_gain=2.11111e-05 5.06904e-05 4.63577e-05 6.98022e-05 6.93849e-05 5.16369e-05 4.54616e-05 2.60162e-05
threshold=-0.043469999999999995 0.091545000000000015 -0.17390999999999998 -0.0037449999999999996 0.11389000000000002 0.088365000000000013 -0.040804999999999994 0.076840000000000006
decision_type=2 2 2 2 2 2 2 2
left_child=6 2 -2 -4 5 7 -1 -5
right_child=1 -3 3 4 -6 -7 -8 -9
leaf_value=0.021816903193437265 0.019042960054698993 -0.023084646911855661 -0.023749029427261505 0.03006112402672291 -0.018016823524229588 -0.0072611615095377786 -0.0053929048903619279 0.0081685539953404874
leaf_weight=0.0012141506770867604 0.0011335732740808263 0.0010441326926703383 0.0012723552426010662 0.0010988618597102288 0.0011777908334841131 0.0011107566275499825 0.0012423177833120567 0.0010727037446694107
leaf_count=226 136 614 1131 218 172 272 199 153
internal_value=0 -0.00255671 0.000565015 -0.00308893 0.00280487 0.0102763 0.008056 0.0192467
internal_weight=0 0.00791017 0.00686604 0.00573247 0.00446011 0.00328232 0.00245647 0.00217157
internal_count=3121 2696 2082 1946 815 643 425 371
is_linear=0
shrinkage=0.1


Tree=4082
num_leaves=9
num_cat=0
split_feature=11 43 2 133 52 2 4 52
split_gain=5.66293e-05 6.5549e-05 0.000103839 8.4554e-05 0.000104408 0.000136932 8.33328e-05 4.65493e-05
threshold=0.081365000000000007 -0.04890499999999999 0.096540000000000015 -0.0061299999999999992 -0.0064899999999999992 0.10613000000000002 0.09173000000000002 -0.081429999999999989
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 6 -3 7 -6 -1 -5
right_child=-2 3 -4 4 5 -7 -8 -9
leaf_value=-0.00021949392658845 -0.00045041697532953332 -0.00059914038506405439 0.00073244236007886975 -1.8538499585743747e-05 0.00060813397578404706 -0.00015613990677758053 0.00047796114359957716 -0.00056364795882801852
leaf_weight=0.0018237570839489811 0.0010247259518220411 0.0010375009771393003 0.0011398970050487756 0.001133130504513446 0.0017668680446713883 0.0018397709309943197 0.0010309504235546186 0.0012856462550349457
leaf_count=924 178 727 392 144 373 162 89 132
internal_value=0 3.14106e-05 0.000232153 -8.21242e-05 6.89951e-06 0.000218273 3.23853e-05 -0.000308279
internal_weight=0 0.0110575 0.0039946 0.00706292 0.00602542 0.00360664 0.00285471 0.00241878
internal_count=3121 2943 1405 1538 811 535 1013 276
is_linear=0
shrinkage=0.00196078


Tree=4083
num_leaves=8
num_cat=0
split_feature=4 1 42 43 151 13 15
split_gain=2.17448e-05 4.25779e-05 3.16651e-05 7.62952e-05 9.79781e-05 8.54079e-05 5.89354e-05
threshold=0.24564500000000003 0.111945 -1.0000000180025095e-35 -0.074359999999999996 -0.0038099999999999996 -0.095304999999999987 -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=-0.01622426757595332 -0.0056992666039276628 0.021581080331507022 0.01789162476756961 0.018777804671435677 0.0031467046936354015 -0.010454457633813195 -0.044147374693819214
leaf_weight=0.0013890662516008812 0.0010954376817371848 0.0011975761993085073 0.001811192117017804 0.001190957225796597 0.0015991228012765439 0.0010203128477768001 0.0010569627362937105
leaf_count=797 150 276 785 133 169 175 636
internal_value=0 0.00854849 -0.00248708 0.000370103 -0.00614983 -0.0142251 -0.0275981
internal_weight=0 0.00229301 0.00806761 0.00667855 0.00486736 0.0036764 0.00207728
internal_count=3121 426 2695 1898 1113 980 811
is_linear=0
shrinkage=0.1


Tree=4084
num_leaves=9
num_cat=0
split_feature=147 52 11 2 4 2 4 43
split_gain=5.89701e-05 5.91663e-05 6.09629e-05 6.035e-05 0.000104195 0.000193472 0.000124796 8.5296e-05
threshold=1.0000000180025095e-35 0.15116000000000002 1.0000000180025095e-35 0.089885000000000007 0.033845000000000007 0.10981000000000002 -0.35136499999999998 -0.074359999999999996
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=0.0001664252178899059 0.00042660914031093084 -0.00048888112977640385 -0.00044619776465548011 -0.00040544141086151721 -0.00021599163488602213 0.0010892813158786035 0.00049808216025552907 -0.00042740615648957327
leaf_weight=0.001827929289843153 0.0011122251751402778 0.0010540114188843158 0.0010508960250702202 0.0011006440778904556 0.0016184280299733097 0.0010480883928077611 0.0012612112608684862 0.001893029307512445
leaf_count=563 183 372 210 68 378 180 346 821
internal_value=0 -4.74502e-05 2.55118e-08 5.36221e-05 0.000193708 0.00038816 7.70327e-05 -0.000135685
internal_weight=0 0.0108542 0.00980023 0.00874933 0.00502837 0.00340994 0.00236186 0.00372096
internal_count=3121 2938 2566 2356 972 594 414 1384
is_linear=0
shrinkage=0.00196078


Tree=4085
num_leaves=10
num_cat=0
split_feature=484 4 150 49 12 1 13 2 43
split_gain=0.000138724 6.67937e-05 8.15097e-05 9.56003e-05 7.75505e-05 0.000108724 0.000122157 0.000117697 9.78443e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 0.089910000000000018 -0.072814999999999977 -0.040564999999999997 0.12337000000000002 -0.094514999999999988 0.091185000000000002 -0.084004999999999982
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -6 8 -8
right_child=1 -3 -4 4 5 -7 7 -9 -10
leaf_value=-0.00069304502461566973 0.00055062229073021243 0.00039347161206646788 -0.00045253274303114828 -0.00052402046499951138 0.00036697764087859351 0.00063474103824322778 0.00040717639451119442 -0.00079331737659090308 -0.00038115732760635152
leaf_weight=0.001049051233603591 0.0012917413937167778 0.0018469913904085944 0.0013924873975016934 0.0010394857988593551 0.0017351968262007433 0.0010360915819092043 0.001101277544739086 0.0011213445093340487 0.0013440481955908107
leaf_count=515 177 346 197 124 137 39 231 555 800
internal_value=0 5.07285e-05 -1.21878e-05 5.85426e-05 -2.76173e-05 5.37975e-05 -5.97305e-05 -0.000267325 -2.61231e-05
internal_weight=0 0.0119087 0.0100617 0.00866919 0.00737744 0.00633796 0.00530187 0.00356667 0.00244533
internal_count=3121 2606 2260 2063 1886 1762 1723 1586 1031
is_linear=0
shrinkage=0.00196078


Tree=4086
num_leaves=10
num_cat=0
split_feature=484 4 39 49 3 43 1 16 43
split_gain=0.000138983 0.000102336 6.74997e-05 8.6139e-05 7.02439e-05 0.000105542 0.000142566 9.85914e-05 8.11491e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 0.094675000000000009 0.0034800000000000005 -0.078934999999999991 -0.074359999999999996 0.089175000000000018 -0.088159999999999988 -0.084004999999999982
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 8 -6 7 -7 -2
right_child=1 -3 -4 -5 5 6 -8 -9 -10
leaf_value=-0.00070364402988525813 -3.1485377563763031e-05 0.00046816109839113772 -0.00051199582915408242 0.00055856277819910723 0.00065763175276050139 0.00072501524753111016 -0.00042610114641328923 -0.00011982753173075566 -0.0007024221944938652
leaf_weight=0.0010236228328656437 0.0018320523858206391 0.001887437675067819 0.0010029909101576312 0.0010278945419957318 0.0010242600982133107 0.0010712830592840754 0.0019698154310200658 0.0010531282725734466 0.0011148157971838145
leaf_count=515 341 346 84 439 166 63 225 175 767
internal_value=0 4.90864e-05 -2.92574e-05 2.3989e-05 -4.41402e-05 9.47054e-05 -4.6123e-05 0.000306204 -0.000285304
internal_weight=0 0.0119837 0.0100962 0.00909325 0.00806536 0.00511849 0.00409423 0.00212441 0.00294687
internal_count=3121 2606 2260 2176 1737 629 463 238 1108
is_linear=0
shrinkage=0.00196078


Tree=4087
num_leaves=9
num_cat=0
split_feature=1 42 51 457 2 13 4 1
split_gain=2.20778e-05 5.24056e-05 4.44365e-05 5.03098e-05 5.18369e-05 5.32484e-05 5.44621e-05 0.00010516
threshold=0.12337000000000002 0.091735000000000025 -0.076794999999999988 0.080930000000000016 0.11293500000000002 -0.10278499999999999 0.053180000000000012 0.086560000000000012
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=-0.017471354795827888 0.010484536871720448 -0.023533906419922444 -0.024998911341600233 0.023004380511961756 0.020106593402549069 0.011924300663235623 0.019478806151766427 -0.030634938833773301
leaf_weight=0.0011449241514492545 0.00166839437377679 0.001006539300831698 0.0010081307185073958 0.0011374097448713033 0.0010301472830110585 0.0012724714130345374 0.0011006850761470571 0.0010677547545979021
leaf_count=408 294 576 82 183 129 944 178 327
internal_value=0 -0.00206573 0.000718335 0.00386585 -0.00010707 -0.00478741 0.00113422 -0.00749384
internal_weight=0 0.00876806 0.00776152 0.0066166 0.00547919 0.00444904 0.00344091 0.00234023
internal_count=3121 2827 2251 1843 1660 1531 1449 1271
is_linear=0
shrinkage=0.1


Tree=4088
num_leaves=8
num_cat=0
split_feature=15 4 48 42 15 2 2
split_gain=2.06513e-05 3.42502e-05 4.01285e-05 4.84764e-05 6.21648e-05 8.41985e-05 7.068e-05
threshold=-0.11713499999999999 0.181285 0.093265000000000015 0.086325000000000013 -0.016799999999999995 0.084245000000000014 0.10045500000000002
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=-0.0097175569425843305 -0.014745436162854942 0.018794468714490656 0.018051599214079346 -0.019822394544425106 0.030835895195451785 -0.022125887081223532 0.013280359004276578
leaf_weight=0.0018238644102803814 0.0016468273425251988 0.0010637259050051964 0.0010207694508806492 0.0013913028813226664 0.0011588022508134998 0.0010040653981457344 0.0012858774429651419
leaf_count=484 422 148 195 880 298 509 185
internal_value=0 0.00200088 -0.000378526 -0.00327868 0.00123845 0.00887099 -0.00224413
internal_weight=0 0.00857137 0.00750764 0.00648688 0.00509557 0.00344875 0.00228994
internal_count=3121 2637 2489 2294 1414 992 694
is_linear=0
shrinkage=0.1


Tree=4089
num_leaves=8
num_cat=0
split_feature=42 43 16 48 16 16 0
split_gain=1.99159e-05 4.53819e-05 5.64926e-05 8.99519e-05 5.864e-05 0.00011142 5.26113e-05
threshold=-1.0000000180025095e-35 -0.052894999999999991 0.22339500000000004 0.086035000000000014 -0.008904999999999998 -0.094359999999999986 -0.061629999999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 6 3 4 5 -3 -2
right_child=1 2 -4 -5 -6 -7 -8
leaf_value=-0.010114316310743051 0.00077629124046915427 0.020844626059694463 -0.024002314096692207 -0.016261281110460501 0.031276145697852857 -0.022599883669761702 0.030738070188125979
leaf_weight=0.0016522652291460242 0.0013711596478861443 0.0014117079449104675 0.0010305437028745798 0.0018394425987253438 0.0010177134524357403 0.0010146021319316291 0.0010235488581750015
leaf_count=862 855 255 181 205 154 423 186
internal_value=0 0.00186089 -0.00258478 0.00159272 0.0111285 0.00267758 0.0135826
internal_weight=0 0.00870872 0.00631401 0.00528347 0.00344402 0.00242631 0.00239471
internal_count=3121 2259 1218 1037 832 678 1041
is_linear=0
shrinkage=0.1


Tree=4090
num_leaves=8
num_cat=0
split_feature=16 4 157 160 4 4 0
split_gain=2.09596e-05 6.90135e-05 5.54318e-05 9.97689e-05 5.11517e-05 0.000100184 6.17313e-05
threshold=0.38525000000000004 -0.35136499999999998 -0.06266999999999999 -1.0000000180025095e-35 -0.0029599999999999995 0.053180000000000012 -0.11756999999999999
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=-0.024477948655189652 0.010886047243893146 0.0231560382181937 -0.030832793064569583 0.016869795302478161 -0.029658936693832003 -0.0066648442968048963 0.023818451304936202
leaf_weight=0.0011737467492484279 0.0014999099479258158 0.0010290509744321366 0.0010036086228192671 0.0018765830939836093 0.0010441801497804559 0.001500529904293084 0.0011921028572591716
leaf_count=142 311 377 579 1084 205 176 247
internal_value=0 -0.0019008 0.00156502 -0.00179273 0.00339929 -0.00336544 0.00683095
internal_weight=0 0.0088198 0.00764606 0.006617 0.0056134 0.00373681 0.00269263
internal_count=3121 2810 2668 2291 1712 628 423
is_linear=0
shrinkage=0.1


Tree=4091
num_leaves=10
num_cat=0
split_feature=147 52 3 150 49 12 52 3 15
split_gain=5.46106e-05 7.17309e-05 7.50295e-05 7.48145e-05 8.98141e-05 6.38032e-05 8.81074e-05 9.19693e-05 0.000129624
threshold=1.0000000180025095e-35 0.15915500000000002 0.13524500000000003 0.086845000000000019 -0.0090649999999999984 0.092355000000000007 0.070205000000000017 -0.078934999999999991 -0.018314999999999994
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=0.00052849913851300259 0.00040628567875212882 -0.00054997580778139664 0.00039250223046582999 -0.00052214427055631736 -0.00059737811670324133 -0.00042524231798888261 0.0005249360589456687 -0.00030636877810357257 0.00061704527001488869
leaf_weight=0.0010585884085539225 0.0010966564914327214 0.0010120601296215127 0.0015622473734442652 0.0012304406716511862 0.001077150531461765 0.0016093704602848282 0.0010568412002735748 0.0013510221442433546 0.0010300718102471138
leaf_count=180 183 363 155 207 547 688 462 230 106
internal_value=0 -5.25858e-05 -2.12451e-06 -7.54003e-05 1.12605e-06 -9.00283e-05 2.94563e-05 -0.000121963 9.31042e-05
internal_weight=0 0.0109878 0.00997573 0.00841349 0.00718304 0.00612446 0.00451509 0.00345824 0.00238109
internal_count=3121 2938 2575 2420 2213 2033 1345 883 336
is_linear=0
shrinkage=0.00196078


Tree=4092
num_leaves=8
num_cat=0
split_feature=43 1 16 16 3 3 2
split_gain=2.14561e-05 4.07658e-05 5.6532e-05 8.53296e-05 5.59117e-05 9.75997e-05 3.89485e-05
threshold=-0.34140499999999996 0.094385000000000011 -0.36241499999999999 -0.056919999999999991 -0.10831999999999999 0.0051600000000000005 0.093175000000000022
decision_type=2 2 2 2 2 2 2
left_child=-1 4 -3 -4 -2 -6 -7
right_child=1 2 3 -5 5 6 -8
leaf_value=-0.013939052059934572 0.014940959380197042 -0.0085893001867142892 0.033839399416920338 0.0010328333170265055 -0.030110949995195025 0.016648262825947124 -0.01086481958147072
leaf_weight=0.0010037996195358242 0.001069051738765159 0.001411557738734838 0.0014114436447606505 0.0018089207072750841 0.0015436002873140276 0.0010488050724593578 0.0010100512176786092
leaf_count=133 146 272 212 435 1766 104 53
internal_value=0 0.00144963 0.00809738 0.0154115 -0.00514178 -0.0111015 0.00315066
internal_weight=0 0.00930343 0.00463192 0.00322036 0.00467151 0.00360246 0.00205886
internal_count=3121 2988 919 647 2069 1923 157
is_linear=0
shrinkage=0.1


Tree=4093
num_leaves=9
num_cat=0
split_feature=41 3 3 42 4 2 3 4
split_gain=0.000100462 7.58122e-05 7.71657e-05 7.98307e-05 4.998e-05 0.000114218 6.56742e-05 7.45737e-05
threshold=1.0000000180025095e-35 -0.12018999999999998 -0.078934999999999991 0.08623500000000002 0.053925000000000008 0.11177500000000001 0.092670000000000016 -0.064804999999999988
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -6 -4 -8
right_child=-2 2 3 -5 5 -7 7 -9
leaf_value=0.00046046933755308685 -0.00058540458904213233 -0.00038839671490200662 -0.00015245283987928087 0.00049557497816626894 0.00016515132169803729 -0.00069863372248101299 -3.5799230896045265e-05 0.00068211905186743127
leaf_weight=0.001512974448100674 0.0010378809562068677 0.0017179367767601117 0.0019813120888841872 0.0013962401755484742 0.0012267660220954086 0.0011313022997357786 0.0010678972876245751 0.0011611328680838917
leaf_count=221 173 1385 319 559 138 135 102 89
internal_value=0 5.2285e-05 -1.14968e-05 6.97987e-05 -2.07081e-05 -0.000249257 0.000107294 0.000338174
internal_weight=0 0.0111956 0.00968259 0.00796465 0.00656841 0.00235807 0.00421034 0.00222903
internal_count=3121 2948 2727 1342 783 273 510 191
is_linear=0
shrinkage=0.00196078


Tree=4094
num_leaves=10
num_cat=0
split_feature=484 42 43 3 2 2 1 0 0
split_gain=0.000112548 5.31172e-05 7.91215e-05 0.000127732 0.000125825 0.000107622 5.85929e-05 7.54708e-05 5.01359e-05
threshold=-1.0000000180025095e-35 -0.095859999999999987 -0.074359999999999996 -0.080484999999999987 0.089885000000000007 0.093175000000000022 0.104035 -0.20211999999999997 -0.10151999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 8 -6 -7 -8 -4
right_child=1 2 4 -5 5 6 7 -9 -10
leaf_value=-0.00078130369396868743 -0.00051458338734591325 -7.6301687164011104e-05 -0.00027401392975576709 0.00078324026739465919 0.0005738340950023665 -0.00041391727201932696 -0.00029150280135106256 0.00042357329788999355 -0.00086820976697071024
leaf_weight=0.0010015647607427595 0.001051892107089396 0.0019360181940094507 0.0011568527325374685 0.0010122291820645912 0.0010301988775698098 0.0016907434743649945 0.0011279496163819624 0.0011419710405068781 0.0010338364163633798
leaf_count=515 210 489 111 341 121 371 60 230 673
internal_value=0 -9.52026e-05 -5.16536e-05 0.000218807 -0.000162686 9.26559e-06 -0.000137583 6.82438e-05 -0.000554429
internal_weight=0 0.0111817 0.0101298 0.00294825 0.00718155 0.00499086 0.00396066 0.00226992 0.00219069
internal_count=3121 2606 2396 830 1566 782 661 290 784
is_linear=0
shrinkage=0.00196078


Tree=4095
num_leaves=9
num_cat=0
split_feature=41 13 52 16 15 2 1 151
split_gain=9.21618e-05 9.00765e-05 0.000175617 0.000116521 7.07829e-05 0.00012897 0.000130365 7.32468e-05
threshold=1.0000000180025095e-35 -0.0034749999999999994 -0.013374999999999998 -0.078844999999999985 0.024640000000000006 0.11215000000000001 0.094825000000000007 -0.0038099999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 -3
right_child=-2 4 3 -5 -6 -7 -8 -9
leaf_value=0.00078606528832691656 -0.00056823555502048481 0.00026436436485250016 0.00027863666350378579 -0.00050612289004481727 -0.00057667020929716482 -0.00046973413591134899 0.0005850843389264167 -0.0004380468170677567
leaf_weight=0.0015730431156902036 0.0010337088856895984 0.0010199086145473294 0.0019198412629244908 0.0011711958428311769 0.0010231601996319147 0.0016992605525973084 0.0017099136946232421 0.0012961398505309818
leaf_count=652 173 81 792 547 300 179 194 203
internal_value=0 4.31772e-05 0.000252715 -1.87092e-05 -0.000101643 -1.67503e-05 0.000174443 -0.000128729
internal_weight=0 0.0114125 0.00466408 0.00309104 0.00674838 0.00572522 0.00402596 0.00231605
internal_count=3121 2948 1991 1339 957 657 478 284
is_linear=0
shrinkage=0.00196078


Tree=4096
num_leaves=11
num_cat=0
split_feature=484 0 48 1 42 42 160 43 15 43
split_gain=0.000182601 5.40049e-05 0.000124731 8.25565e-05 0.000131492 6.54338e-05 0.000110027 9.2774e-05 8.36574e-05 0.000162164
threshold=-1.0000000180025095e-35 -0.20211999999999997 0.086425000000000016 0.12811000000000003 0.091735000000000025 -1.0000000180025095e-35 -0.080409999999999995 -0.074359999999999996 -1.0000000180025095e-35 0.05259500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -3 -7 -8 -9 -10
right_child=1 3 -4 -5 -6 6 7 8 9 -11
leaf_value=-0.00081177214379095971 0.00027327539087521285 -0.00022699006960278932 -0.00066677220541110495 0.00056952354087848323 -0.00055041159839606458 -0.00030319041324754757 0.0008935403482366309 0.00065672737230281495 -0.00057820618409306431 0.00050120175675658128
leaf_weight=0.001022760186870115 0.0010223663637464195 0.0014204437655366327 0.0011565808439480962 0.0013301595870186316 0.0012213503036140006 0.0011168767787949757 0.001052493502864823 0.0011286872452290807 0.0010032658052302515 0.0011467456228899664
leaf_count=515 76 771 51 231 483 294 266 114 268 52
internal_value=0 5.24885e-05 -0.0002257 0.000116836 4.24041e-05 0.000147818 0.000245539 0.000387039 0.000224448 -2.48537e-06
internal_weight=0 0.011599 0.00217895 0.00942002 0.00808986 0.00686851 0.00544807 0.00433119 0.0032787 0.00215001
internal_count=3121 2606 127 2479 2248 1765 994 700 434 320
is_linear=0
shrinkage=0.00196078


Tree=4097
num_leaves=9
num_cat=0
split_feature=14 49 51 0 47 16 4 12
split_gain=2.03746e-05 4.52021e-05 5.18144e-05 6.34211e-05 3.11642e-05 4.1263e-05 5.51334e-05 3.1151e-06
threshold=-1.0000000180025095e-35 0.0093850000000000027 0.087505000000000013 -0.17169499999999996 0.092530000000000015 0.064860000000000015 0.053180000000000012 0.085885000000000017
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=-0.013697421843186695 0.023517671763069712 0.020379508219227439 -0.022038764343663336 0.002867072508214199 -0.016393880807783087 -0.010618488203430705 0.02736998467431075 -0.0049377763686078539
leaf_weight=0.0010093513800544041 0.0011292989738184165 0.0010921273403079424 0.0010486693109646363 0.0010128158785772793 0.0012451134876944776 0.0018157899095704653 0.0010218698786392854 0.0010328976016677795
leaf_count=161 106 585 297 430 174 276 243 849
internal_value=0 0.00125371 -0.00126094 0.00174123 -0.00227153 0.00132925 0.00840145 -0.00107366
internal_weight=0 0.00939858 0.00830646 0.00725779 0.00612849 0.00488337 0.00306758 0.00204571
internal_count=3121 2960 2375 2078 1972 1798 1522 1279
is_linear=0
shrinkage=0.1


Tree=4098
num_leaves=9
num_cat=0
split_feature=4 0 1 157 160 0 16 12
split_gain=4.80971e-05 8.04689e-05 9.1882e-05 5.91073e-05 0.000127662 8.87505e-05 0.000113674 6.91811e-05
threshold=-0.49405499999999997 0.062580000000000011 0.077565000000000009 -0.06266999999999999 -1.0000000180025095e-35 -0.20211999999999997 -0.056919999999999991 0.090840000000000018
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 7 -7
right_child=1 -3 3 4 5 6 -8 -9
leaf_value=-0.00042106667959277593 -0.00042748874514654062 0.00055480022958712312 0.00050838450065850301 -0.00058474398681972303 -0.0002553171059539364 0.00075542968611251701 -0.00019166706397619665 0.00013969110544638947
leaf_weight=0.0010012420661667616 0.001793914304914406 0.0010115907008509664 0.0010028494893925327 0.0011957889488792024 0.0017459727726190089 0.0016430071896552344 0.0013844007267215597 0.0012243068042410848
leaf_count=156 1561 103 173 260 99 323 249 197
internal_value=0 2.78168e-05 -2.55444e-05 6.24284e-05 2.57183e-07 0.000116892 0.00026974 0.000492517
internal_weight=0 0.0110018 0.00999024 0.00819633 0.00719348 0.00599769 0.00425171 0.00286731
internal_count=3121 2965 2862 1301 1128 868 769 520
is_linear=0
shrinkage=0.00196078


Tree=4099
num_leaves=9
num_cat=0
split_feature=41 3 3 13 49 2 0 15
split_gain=9.91661e-05 6.36222e-05 8.61025e-05 8.28266e-05 9.03049e-05 9.56064e-05 6.64254e-05 5.43731e-05
threshold=1.0000000180025095e-35 -0.12018999999999998 -0.078934999999999991 -0.019614999999999997 -0.054984999999999992 0.11215000000000001 -0.11991499999999998 -0.020484999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 7 -5 6 -6 -4
right_child=-2 2 3 4 5 -7 -8 -9
leaf_value=0.00028204202148534885 -0.00073912690533533925 -0.00055287557534910428 0.00051289205998264616 -0.00069251283604394582 0.00054521717147442892 -0.00048414416900057394 -0.00012636306402800663 -3.2374853978148252e-05
leaf_weight=0.0014724930933537406 0.0010104064825338785 0.0017203676411556316 0.0012044041031301503 0.0011950389362302832 0.0010206880059804302 0.0013561750018785653 0.0012717536551463656 0.0016893027204411531
leaf_count=221 173 1385 443 139 97 137 222 304
internal_value=0 -9.70864e-05 -0.000156114 -6.78955e-05 -0.0002247 -7.14765e-05 0.000172652 0.000194573
internal_weight=0 0.0109302 0.00945773 0.00773736 0.00484366 0.00364862 0.00229244 0.00289371
internal_count=3121 2948 2727 1342 595 456 319 747
is_linear=0
shrinkage=0.00196078


Tree=4100
num_leaves=10
num_cat=0
split_feature=484 1 457 151 4 43 13 1 12
split_gain=0.000137212 5.43425e-05 8.53777e-05 6.9947e-05 8.88784e-05 5.65465e-05 0.000103466 8.73984e-05 1.26053e-06
threshold=-1.0000000180025095e-35 0.13146500000000003 0.087995000000000004 -0.0017399999999999998 0.27044500000000005 -0.075574999999999989 -0.0034749999999999994 0.080000000000000016 0.091475000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 8 -7
right_child=1 -3 -4 4 -6 7 -8 -9 -10
leaf_value=-0.00069199648791741367 -0.00041026864841269104 0.00041002190616072854 0.00049134747113625018 0.00056042904097050442 0.00054946140441672353 0.00010760331355124117 -0.00022410224203937788 -0.00054153813431711162 9.174258518327419e-06
leaf_weight=0.0010490858707594116 0.0018121668971288422 0.0014042599654003141 0.001198357455831218 0.0012514026012854587 0.0010450089125997146 0.00100053289820557 0.0013366123867554257 0.0017502409741777416 0.0010003753755343306
leaf_count=515 324 222 125 339 124 466 246 463 297
internal_value=0 4.79792e-05 -9.30536e-07 -6.50783e-05 1.96356e-05 -6.7706e-05 0.000155248 -0.000221528 5.83927e-05
internal_weight=0 0.011799 0.0103947 0.00919634 0.00738417 0.00633916 0.00258801 0.00375115 0.00200091
internal_count=3121 2606 2384 2259 1935 1811 585 1226 763
is_linear=0
shrinkage=0.00196078


Tree=4101
num_leaves=7
num_cat=0
split_feature=16 1 150 16 16 52
split_gain=2.25685e-05 6.28441e-05 6.09595e-05 7.23152e-05 7.05143e-05 3.1504e-05
threshold=0.38525000000000004 0.077565000000000009 0.080470000000000014 -0.36241499999999999 -0.056919999999999991 1.0000000180025095e-35
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=-0.0055451782495236929 0.010877061919211839 -0.023891754994568443 0.02001112299395795 0.017417353301479175 -0.010411735629497446 -0.028121967438872977
leaf_weight=0.0013725143673515388 0.0015360030325715828 0.0011990558889356569 0.0015840612924475275 0.0019475600679905722 0.0017098792218185283 0.0011244370375761835
leaf_count=657 311 212 295 388 404 854
internal_value=0 -0.00224474 0.00297642 -0.00257985 0.00440705 -0.015712
internal_weight=0 0.00893751 0.00644056 0.0048565 0.00365744 0.00249695
internal_count=3121 2810 1299 1004 792 1511
is_linear=0
shrinkage=0.1


Tree=4102
num_leaves=9
num_cat=0
split_feature=376 1 42 484 42 457 3 1
split_gain=2.2627e-05 4.20387e-05 5.41681e-05 4.7074e-05 6.50386e-05 6.56708e-05 8.89084e-05 6.65604e-05
threshold=0.048375000000000008 0.12500000000000003 0.091545000000000015 0.084040000000000017 0.08623500000000002 0.045365000000000009 -0.083924999999999986 0.095285000000000022
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=0.0040526659581006886 0.013901835589786969 0.014723667442441347 -0.026255528296295613 0.018398202468723809 0.017719574421558054 0.011799483497526199 -0.043268273492449993 -0.010341330747974191
leaf_weight=0.001441105226875699 0.0010143176881393092 0.0013212612992745737 0.0010038930417128724 0.0010237880525381712 0.0010606302323813745 0.0011206967950345139 0.0012605815808117231 0.001196764675527158
leaf_count=717 166 234 578 272 405 132 457 160
internal_value=0 -0.00181674 -0.00451231 -0.0014395 -0.00478002 -0.00953456 -0.0156675 -0.0272324
internal_weight=0 0.00942872 0.00810746 0.00710357 0.00607978 0.00501915 0.00389845 0.00245735
internal_count=3121 2955 2721 2143 1871 1466 1334 617
is_linear=0
shrinkage=0.1


Tree=4103
num_leaves=9
num_cat=0
split_feature=41 3 12 160 151 1 133 15
split_gain=9.75685e-05 7.00102e-05 6.5764e-05 0.000117764 0.000158345 9.73943e-05 0.000124251 0.000119019
threshold=1.0000000180025095e-35 -0.12018999999999998 -0.010834999999999999 -0.080719999999999986 -0.0083949999999999979 0.095285000000000022 0.083950000000000011 -0.074054999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6 -7
right_child=-2 2 3 4 5 7 -8 -9
leaf_value=0.00043752791969619957 -0.00058428784355657774 0.0003342920053335405 -0.00065691362361698711 -0.00057190935561636947 -0.00040454822689649494 0.00089700087557580436 0.00040741948634095087 2.6685615531509114e-05
leaf_weight=0.0015377734812333154 0.0010209060655629537 0.0017281527106999964 0.001189014085834726 0.0014164681506201645 0.0017679202777388468 0.0011958178646093442 0.0012277641778717955 0.0012209291819530593
leaf_count=221 173 378 533 255 816 111 483 151
internal_value=0 4.87062e-05 -1.26437e-05 -8.7421e-05 1.17362e-05 0.00016448 -7.17679e-05 0.000457322
internal_weight=0 0.0112838 0.00974607 0.00801791 0.0068289 0.00541243 0.00299568 0.00241675
internal_count=3121 2948 2727 2349 1816 1561 1299 262
is_linear=0
shrinkage=0.00196078


Tree=4104
num_leaves=7
num_cat=0
split_feature=13 12 0 48 160 15
split_gain=2.58461e-05 5.87558e-05 6.39999e-05 7.94377e-05 5.9885e-05 8.61184e-05
threshold=-0.23438999999999996 -0.010834999999999999 -0.053834999999999994 0.085845000000000019 -1.0000000180025095e-35 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=0.012687735281022256 0.017719445128615941 -0.011849724650438619 -0.02188666621199159 -0.017763008886520909 0.030227827508035217 -0.0039202447993086356
leaf_weight=0.0013422617142752726 0.0012757962708459308 0.0011820633355434673 0.0018138538749036632 0.0018384407160533835 0.0016294000872690512 0.001350744697035578
leaf_count=169 345 632 389 319 409 858
internal_value=0 -0.00217795 -0.0054264 -0.000450849 0.0071959 0.0147503
internal_weight=0 0.0090903 0.0078145 0.00600065 0.00416221 0.00298014
internal_count=3121 2952 2607 2218 1899 1267
is_linear=0
shrinkage=0.1


Tree=4105
num_leaves=7
num_cat=0
split_feature=42 160 43 2 16 15
split_gain=2.125e-05 4.82249e-05 7.50669e-05 7.40871e-05 7.0702e-05 6.97393e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 0.089885000000000007 -0.0064149999999999997 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=-1 4 -3 -4 -2 -5
right_child=1 2 3 5 -6 -7
leaf_value=-0.010578766078255156 -0.02995452184771881 0.024175077255066249 -0.019055289843383852 0.020943289065204221 0.0070294686955718333 -0.0073172239683937258
leaf_weight=0.0016685074018737154 0.0010416947398659824 0.0016777424220492283 0.0014782745354129084 0.001854772801845823 0.0010260116277441334 0.0016500179805982221
leaf_count=862 537 482 418 258 291 273
internal_value=0 0.00173809 0.00587948 -0.000280441 -0.0116028 0.00763854
internal_weight=0 0.00872851 0.00666081 0.00498307 0.00206771 0.00350479
internal_count=3121 2259 1431 949 828 531
is_linear=0
shrinkage=0.1


Tree=4106
num_leaves=9
num_cat=0
split_feature=13 39 48 51 1 52 52 0
split_gain=2.18226e-05 5.35431e-05 4.8955e-05 9.24872e-05 0.000117778 6.70577e-05 5.81546e-05 5.21452e-05
threshold=-0.23438999999999996 0.0046100000000000004 0.11280000000000003 0.086310000000000012 0.111945 0.016565000000000003 -0.085984999999999992 -0.10096999999999999
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=0.011711307959925348 -0.017356231441576993 0.017022401661093044 -0.02532521496294976 -0.029265486995540275 0.031557486041172353 -0.026094559937162795 0.023586487497259761 -0.0061714697755311651
leaf_weight=0.0013363182858323374 0.0010276036119505321 0.0012734821275421646 0.0010369535110960008 0.0010483663226523538 0.0011552321279435541 0.0010698397660971592 0.0013973879000739368 0.0010177188805434241
leaf_count=169 474 330 94 317 147 867 134 589
internal_value=0 -0.00198101 -0.00510241 -0.00198006 0.0030669 -0.00422681 0.00256871 0.0110466
internal_weight=0 0.00902658 0.0077531 0.00671615 0.00566778 0.00451255 0.00344271 0.00241511
internal_count=3121 2952 2622 2528 2211 2064 1197 723
is_linear=0
shrinkage=0.1


Tree=4107
num_leaves=7
num_cat=0
split_feature=51 42 12 16 1 12
split_gain=2.38834e-05 4.62669e-05 3.86791e-05 6.23601e-05 7.70905e-05 0.00013584
threshold=-0.076794999999999988 -1.0000000180025095e-35 0.098810000000000023 -0.36241499999999999 0.094385000000000011 0.088305000000000008
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=-0.010254954987002469 -0.017267135542528643 -0.0083879005743032961 -0.011934716074669924 -0.011224902098318924 0.032154680136351282 0.033780310419555343
leaf_weight=0.0019205140007004145 0.0010747994270182441 0.0016752908545411144 0.0011443319480002635 0.0018996816171463946 0.0015630163141696659 0.001036627103438121
leaf_count=537 747 300 214 588 361 374
internal_value=0 0.0021068 0.0049519 0.00808147 0.0142137 0.00466363
internal_weight=0 0.00839375 0.00731895 0.00617462 0.00449933 0.00293631
internal_count=3121 2584 1837 1623 1323 962
is_linear=0
shrinkage=0.1


Tree=4108
num_leaves=10
num_cat=0
split_feature=47 42 43 1 4 15 15 16 15
split_gain=6.27465e-05 8.76087e-05 5.58869e-05 5.8915e-05 5.87112e-05 4.94359e-05 8.90816e-05 7.74396e-05 4.18699e-05
threshold=0.13148500000000005 0.097020000000000009 0.12450000000000001 0.077565000000000009 -0.083854999999999985 0.024640000000000006 -0.0088349999999999974 -0.022939999999999999 -0.10469999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 -5
right_child=-2 -3 -4 5 -6 -7 -8 -9 -10
leaf_value=-6.8858709258055197e-05 -0.00048251376166854459 0.00057731843633656362 0.00040974003430402936 0.00037225794865997417 -0.00070161848186304587 -0.00032392663091756677 0.00062051606389836717 -0.00047045072958175208 -7.7874397734332238e-05
leaf_weight=0.0012836273373947867 0.0010010885034160274 0.0010208226969085745 0.0010162958429133289 0.0014919732768825882 0.0010053012118307256 0.001304594395328925 0.001027781577375193 0.0011013463025112882 0.0016994154272284008
leaf_count=304 65 430 188 213 972 291 212 252 194
internal_value=0 3.03275e-05 -2.59023e-05 -7.55702e-05 -0.000346768 1.81266e-05 0.000101998 -2.2147e-05 0.000132562
internal_weight=0 0.0109512 0.00993034 0.00891404 0.00228893 0.00662511 0.00532052 0.00429274 0.00319139
internal_count=3121 3056 2626 2438 1276 1162 871 659 407
is_linear=0
shrinkage=0.00196078


Tree=4109
num_leaves=9
num_cat=0
split_feature=47 52 42 2 1 3 3 52
split_gain=5.3232e-05 9.39958e-05 7.16934e-05 8.73404e-05 0.000162727 8.3423e-05 7.14838e-05 6.96026e-05
threshold=0.13148500000000005 0.11434500000000002 0.091295000000000015 0.089885000000000007 0.11181500000000001 0.092670000000000016 -0.080934999999999993 -0.0064899999999999992
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=-0.00057418679568089809 -0.00043070932611988981 -0.00047251351677576642 0.00048942100723574312 0.00045744751129218268 -0.00044430885188055322 0.00070963434551431681 -0.00024715576255406399 8.9974791136089775e-06
leaf_weight=0.0013021254147883203 0.001032207753675028 0.0012480523634217965 0.0015258201995005218 0.0011981521455046102 0.0011991942571713075 0.0016901875184889281 0.0010290014839261776 0.0019881956366323917
leaf_count=514 65 476 516 302 159 109 247 733
internal_value=0 3.46706e-05 9.83989e-05 2.74295e-05 0.000187699 0.000381173 0.000131903 -0.000221794
internal_weight=0 0.0111807 0.00993268 0.00840686 0.00511654 0.00391734 0.00222715 0.00329032
internal_count=3121 3056 2580 2064 817 658 549 1247
is_linear=0
shrinkage=0.00196078


Tree=4110
num_leaves=9
num_cat=0
split_feature=484 4 150 43 16 2 16 13
split_gain=0.000118189 6.11982e-05 6.47413e-05 8.26047e-05 0.000133716 0.000157907 0.000122339 0.000103763
threshold=-1.0000000180025095e-35 0.27044500000000005 0.089910000000000018 -0.074359999999999996 0.22339500000000004 0.089125000000000024 -0.18708499999999997 -0.0034749999999999994
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=-0.0006428967951087487 0.00062696121392140879 0.00037631146817350067 -0.00040891578341779351 -0.00038325716433000432 -0.00069041733561972941 -5.2644843375503304e-05 0.00087852306778425464 -5.1027342856708144e-05
leaf_weight=0.0010337321397890223 0.0017140805949232621 0.0018469815883439987 0.0013653136028644779 0.0016881559646927981 0.0011693286304367378 0.0010769909446525722 0.0010929725061213035 0.0017579728433232994
leaf_count=515 449 346 197 697 208 63 366 280
internal_value=0 4.8744e-05 -1.25861e-05 5.10781e-05 -0.000109562 6.64846e-05 0.000416368 0.000283682
internal_weight=0 0.0117118 0.00986482 0.0084995 0.00502745 0.00385812 0.00216996 0.00347205
internal_count=3121 2606 2260 2063 1334 1126 429 729
is_linear=0
shrinkage=0.00196078


Tree=4111
num_leaves=8
num_cat=0
split_feature=0 15 47 1 48 16 4
split_gain=2.09138e-05 6.12975e-05 5.30373e-05 7.03956e-05 5.51696e-05 8.20365e-05 4.37869e-05
threshold=-0.060129999999999996 -1.0000000180025095e-35 0.092530000000000015 0.085110000000000005 0.086260000000000017 -0.087989999999999985 -0.35136499999999998
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=-0.018737468804599897 0.02507306248965771 -0.014721000426935905 -0.020791773668720356 0.035907127559809168 -0.0098111729400546417 0.0012452746307911506 0.012624995880289303
leaf_weight=0.001351627760482344 0.0011460993663765045 0.0013720239558136236 0.0013973629081121923 0.0011505750792933731 0.0012610602513818889 0.0016795644514980791 0.0010214770108084993
leaf_count=1480 259 196 270 225 138 435 118
internal_value=0 0.00605571 -0.00341319 0.0010485 0.00758528 0.0153368 -0.00305052
internal_weight=0 0.0035396 0.00684019 0.00544283 0.0040912 0.00283014 0.0023935
internal_count=3121 573 2548 2278 798 660 314
is_linear=0
shrinkage=0.1


Tree=4112
num_leaves=9
num_cat=0
split_feature=42 43 16 2 151 2 52 3
split_gain=5.04896e-05 7.62921e-05 7.19005e-05 6.95675e-05 0.000126537 9.74268e-05 0.00010146 7.64052e-05
threshold=-0.095859999999999987 -0.17390999999999998 0.22339500000000004 0.089885000000000007 -0.044604999999999992 0.11215000000000001 -0.0015799999999999998 -0.078934999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 7 -5 6 -6 -3
right_child=1 2 -4 4 5 -7 -8 -9
leaf_value=-0.00042816720864097372 0.0005080856497830876 -0.00059239844987935084 -0.00041063346326976054 -0.00038562261529832186 0.0010818190743157941 7.1356056627081411e-06 0.00023981747380664816 5.8779336670893916e-05
leaf_weight=0.0010110741876470071 0.001147124611384223 0.0011317560462068285 0.0015706619541315534 0.0011563491304411389 0.0010136451860971235 0.0017624415066184226 0.0012034523357436861 0.0017859778516973977
leaf_count=241 125 954 381 201 104 290 391 434
internal_value=0 3.01029e-05 -2.68682e-05 4.79759e-05 0.000185333 0.000351238 0.000624776 -0.000193805
internal_weight=0 0.0107714 0.00962428 0.00805362 0.00513589 0.00397954 0.0022171 0.00291773
internal_count=3121 2880 2755 2374 986 785 495 1388
is_linear=0
shrinkage=0.00196078


Tree=4113
num_leaves=7
num_cat=0
split_feature=51 42 50 16 16 48
split_gain=2.28475e-05 3.82309e-05 3.53655e-05 6.91936e-05 6.71728e-05 6.46458e-05
threshold=-0.076794999999999988 -1.0000000180025095e-35 0.079410000000000008 -0.094359999999999986 0.061255000000000011 0.086035000000000014
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=-0.0099553996309209858 -0.015434644634987262 0.008416989076855402 -0.012085730895098082 0.032242174928355162 0.0039029311913475677 -0.021996903710829172
leaf_weight=0.0019394494922718953 0.0010854642715760468 0.0017501409622186384 0.001075017281955774 0.0015902931769683258 0.0017643591346791134 0.001163468175167453
leaf_count=537 747 382 414 720 223 98
internal_value=0 0.00208249 0.00467183 0.00754578 0.0173373 -0.00372795
internal_weight=0 0.00842874 0.00734328 0.00626826 0.00335465 0.00291361
internal_count=3121 2584 1837 1423 943 480
is_linear=0
shrinkage=0.1


Tree=4114
num_leaves=8
num_cat=0
split_feature=0 1 47 51 15 43 4
split_gain=2.08667e-05 5.04596e-05 3.29887e-05 6.64445e-05 0.000109042 4.94757e-05 3.98084e-05
threshold=0.041630000000000007 0.077565000000000009 1.0000000180025095e-35 0.08955500000000001 1.0000000180025095e-35 -0.074359999999999996 0.0067750000000000006
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=-0.01960168364522805 0.0093389366351563953 0.012066739290315605 0.0090951507940216433 -0.016241180098712029 -0.010996982822732856 -0.019577681071359598 0.0385409153763068
leaf_weight=0.0014022122340300322 0.0018927916783027894 0.001096028934285587 0.0010065840140033536 0.0010188222963673356 0.0012481038211861347 0.0014964960733267326 0.0011788918164815894
leaf_count=1554 252 206 145 128 369 196 271
internal_value=0 -0.00227767 0.00117048 0.0062505 0.0127549 -0.00804724 0.025786
internal_weight=0 0.00844714 0.00704493 0.00454185 0.00352302 0.00250308 0.00227492
internal_count=3121 2869 1315 974 846 341 477
is_linear=0
shrinkage=0.1


Tree=4115
num_leaves=8
num_cat=0
split_feature=3 39 51 133 3 0 15
split_gain=2.16835e-05 5.06638e-05 5.28685e-05 3.92817e-05 0.000123865 9.16959e-05 7.08573e-05
threshold=0.13524500000000003 0.085220000000000004 0.08955500000000001 1.0000000180025095e-35 -0.12018999999999998 -0.10607499999999999 -0.098289999999999975
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=0.027747432533212036 0.010731104445012013 0.018237751619385411 -0.025151224232132022 -0.01770736681516354 -0.012883060113195614 -0.024389134324974106 0.022783888692204865
leaf_weight=0.0013988904999134369 0.0015588112947030825 0.0010770947349329962 0.0011057952847397228 0.0012197949788285492 0.0010304933972973039 0.0017017609820759267 0.0012122193214406723
leaf_count=223 192 302 303 901 83 1007 110
internal_value=0 -0.00207103 -0.00492338 -0.00151528 0.00218108 -0.00688592 0.00639545
internal_weight=0 0.00874605 0.00766895 0.00656316 0.00534336 0.00394447 0.00224271
internal_count=3121 2929 2627 2324 1423 1200 193
is_linear=0
shrinkage=0.1


Tree=4116
num_leaves=7
num_cat=0
split_feature=51 40 50 16 16 48
split_gain=2.3999e-05 3.38544e-05 5.22369e-05 6.68333e-05 5.93249e-05 5.37771e-05
threshold=-0.076794999999999988 -0.013874999999999998 0.088425000000000017 -0.084119999999999986 0.071345000000000006 0.085845000000000019
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=-0.010186405445395235 0.018622655485004986 0.0038421714964064972 -0.021442631579837994 0.026994023186546336 -0.001034937492797326 -0.022479967774151816
leaf_weight=0.0019247032196420691 0.0010912276796245287 0.0018988376632660133 0.001003905760296713 0.0016024935113598802 0.0014280726494086643 0.0013127761762583355
leaf_count=537 284 618 496 819 222 145
internal_value=0 0.00220208 -0.000270782 0.00313421 0.0137861 -0.00691724
internal_weight=0 0.00833731 0.00724609 0.00624218 0.00303057 0.00321161
internal_count=3121 2584 2300 1804 1041 763
is_linear=0
shrinkage=0.1


Tree=4117
num_leaves=7
num_cat=0
split_feature=48 4 13 1 4 12
split_gain=1.98845e-05 6.66168e-05 4.13261e-05 5.12779e-05 5.74458e-05 4.96516e-05
threshold=0.092475000000000016 0.033845000000000007 -0.094514999999999988 0.111945 -1.0000000180025095e-35 0.084100000000000022
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=0.010447628012177627 0.026354739453463883 -0.0090766895787430125 0.0079115498894726296 0.0082871018873123935 -0.027074399298213717 -0.018788432059575963
leaf_weight=0.0019214242525872512 0.0010534788389582766 0.001069228263839503 0.0016350179986905754 0.0017276886315180416 0.0016142798150033757 0.0012133449554109
leaf_count=308 250 115 365 268 462 1353
internal_value=0 0.00850758 -0.00236387 -0.00634044 -0.0120034 -0.0034621
internal_weight=0 0.00212271 0.00811176 0.00619033 0.00446264 0.00284836
internal_count=3121 365 2756 2448 2180 1718
is_linear=0
shrinkage=0.1


Tree=4118
num_leaves=9
num_cat=0
split_feature=15 4 0 15 15 2 49 15
split_gain=4.56543e-05 6.75483e-05 0.000103171 7.23766e-05 0.000114629 0.000119248 8.49066e-05 5.35486e-05
threshold=0.095175000000000023 -0.49405499999999997 0.041630000000000007 -0.016799999999999995 -0.074054999999999996 0.089885000000000007 0.0034800000000000005 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7 -5
right_child=-2 2 -4 7 -6 6 -8 -9
leaf_value=-0.00045139480672720347 -0.00040486689000528636 -0.00036762512547529406 0.00067467600146345645 0.00053735796360958039 -0.0006145382882896842 0.00056758053712309842 -0.00014254607947729246 2.0363613694753674e-05
leaf_weight=0.0010135696721051664 0.0010103199986176538 0.0017241704224550715 0.001007788677443896 0.001406541338731678 0.0013603156714799072 0.0016641160564185319 0.0010594629148983595 0.001702697578481285
leaf_count=145 387 464 110 268 355 302 292 798
internal_value=0 3.077e-05 8.00097e-05 1.28035e-05 -0.000116444 3.58944e-05 0.000291344 0.000254239
internal_weight=0 0.0109387 0.00992509 0.0089173 0.00580807 0.00444775 0.00272358 0.00310924
internal_count=3121 2734 2589 2479 1413 1058 594 1066
is_linear=0
shrinkage=0.00196078


Tree=4119
num_leaves=8
num_cat=0
split_feature=51 42 12 43 2 13 15
split_gain=2.00391e-05 3.34856e-05 3.84504e-05 5.01931e-05 7.33146e-05 4.63237e-05 9.23065e-05
threshold=-0.076794999999999988 -1.0000000180025095e-35 0.098810000000000023 -0.084004999999999982 0.089885000000000007 -0.08971999999999998 -0.074054999999999996
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=-0.009292672696298054 -0.014489017495618001 0.026860596643098839 -0.012381189733230734 -0.014668712559152822 0.028247490550824518 0.021035565614338267 -0.019168074161669581
leaf_weight=0.0019261854138161996 0.0010695399087491042 0.0011091357402981603 0.0011411266685309486 0.0015556363568574325 0.0011151849987354532 0.0013054663356866772 0.0010151865126335649
leaf_count=537 747 315 214 700 192 184 232
internal_value=0 0.00202749 0.00446683 0.00761827 0.00334251 0.0114974 0.00344819
internal_weight=0 0.00831128 0.00724174 0.00610061 0.00499147 0.00343584 0.00232065
internal_count=3121 2584 1837 1623 1308 608 416
is_linear=0
shrinkage=0.1


Tree=4120
num_leaves=11
num_cat=0
split_feature=484 42 43 3 16 16 2 151 1 3
split_gain=0.000169163 5.88161e-05 0.000110143 0.000152941 0.000113907 0.000114828 9.97991e-05 0.000128438 7.20304e-05 6.25665e-05
threshold=-1.0000000180025095e-35 -0.098769999999999983 -0.074359999999999996 -0.078934999999999991 0.22339500000000004 -0.008904999999999998 0.089885000000000007 -0.0077149999999999988 0.10439500000000002 -0.10831999999999999
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=-0.00089854491376590933 -0.00052525191603829114 0.00030231915660865942 -0.00060646894989249927 0.00088868704954132263 -0.0006826771300923397 0.00045122876465019469 -0.00056131164593455117 -7.4911119641670921e-05 0.00066690049637691668 -0.00037801527013443808
leaf_weight=0.0010579653532351548 0.0010324462884212593 0.0010543302551820066 0.0015329434559006871 0.0010374728502684609 0.0013419131073020337 0.0013551379506317688 0.0010145637047904374 0.0010112271924338425 0.001001837016707323 0.0010249042714901074
leaf_count=515 191 105 654 306 220 213 84 278 123 432
internal_value=0 -7.89358e-05 -3.45187e-05 0.000273784 -0.000166916 -4.9921e-05 -0.000198834 7.55939e-06 0.000294265 -3.30339e-05
internal_weight=0 0.0114068 0.0103743 0.00311671 0.00725762 0.00591571 0.00456057 0.00302763 0.00201306 0.00207923
internal_count=3121 2606 2415 843 1572 1352 1139 485 401 537
is_linear=0
shrinkage=0.00196078


Tree=4121
num_leaves=8
num_cat=0
split_feature=52 0 0 2 3 3 4
split_gain=1.94608e-05 3.44407e-05 7.15211e-05 7.67209e-05 5.27681e-05 0.000130067 0.000149626
threshold=0.15116000000000002 -0.084269999999999984 -0.053834999999999994 0.096540000000000015 0.12178000000000001 0.090900000000000009 0.053180000000000012
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=-0.037997165358467692 -0.013365280869591557 0.024857814424975925 -0.021283282016782229 0.012286171422020792 -0.024416597377556967 0.030128950546156108 0.0093054232064825673
leaf_weight=0.0011599032491845891 0.00101537781069017 0.0015576738571595637 0.0011784646652255462 0.0016121750416817531 0.0010491911702716628 0.0010890922852944129 0.0015790950645530114
leaf_count=818 377 967 193 294 128 80 264
internal_value=0 0.00122083 0.00769177 -0.00188994 -0.0045483 0.000897137 -0.0107261
internal_weight=0 0.0092256 0.00434831 0.00279064 0.00487728 0.00382809 0.002739
internal_count=3121 2744 1454 487 1290 1162 1082
is_linear=0
shrinkage=0.1


Tree=4122
num_leaves=10
num_cat=0
split_feature=484 4 0 1 2 3 151 12 15
split_gain=0.000151022 6.81206e-05 0.000102138 8.75553e-05 6.41083e-05 0.000141783 0.000168855 9.5194e-05 6.42691e-05
threshold=-1.0000000180025095e-35 -0.49405499999999997 0.062580000000000011 0.077565000000000009 0.088850000000000012 0.12178000000000001 -0.0083949999999999979 0.10097500000000002 -0.016799999999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 7 6 -6 8 -5
right_child=1 2 -4 4 5 -7 -8 -9 -10
leaf_value=-0.00073513034934123451 -0.00042677979314671499 -0.00035426661075001111 0.00068252427948315754 -0.000520469799115799 -1.2410014177789569e-05 -0.00022095503971377535 0.0010006015049707027 0.0004447893704644457 9.2927780816505785e-05
leaf_weight=0.0010356997697227406 0.0010617896818967193 0.0018314153205324533 0.0010244069085635866 0.0015255693360195421 0.0011075350138357309 0.001334089384550291 0.0014753330150252377 0.0010307800854537641 0.0011530895414282741
leaf_count=515 133 1253 91 253 119 137 218 90 312
internal_value=0 4.64783e-05 9.44167e-05 3.07168e-05 0.000123167 0.000298115 0.000566222 -6.15669e-05 -0.000256419
internal_weight=0 0.011544 0.0104822 0.00945781 0.0076264 0.00391696 0.00258287 0.00370944 0.00267866
internal_count=3121 2606 2473 2382 1129 474 337 655 565
is_linear=0
shrinkage=0.00196078


Tree=4123
num_leaves=10
num_cat=0
split_feature=4 0 1 157 160 131 15 2 0
split_gain=4.31492e-05 7.93614e-05 6.57461e-05 4.65756e-05 0.000116434 6.18255e-05 7.36357e-05 0.000114015 0.000179648
threshold=-0.49405499999999997 0.056435000000000006 0.077565000000000009 -0.05495499999999999 -1.0000000180025095e-35 0.023795 1.0000000180025095e-35 0.088850000000000012 -0.23001499999999997
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=-0.00040118287771104727 -0.00037701841828555183 0.00054528189345161456 0.00043956781219236358 -0.00058736606818571898 -0.00026275869389139783 0.00053978219682692188 -0.00046406010186385565 -0.00013151016796836349 0.00099975021143246527
leaf_weight=0.0010068225300928066 0.0017352660608991365 0.0010140387739508592 0.0010016051067102839 0.0011339462567042354 0.0016087122562276177 0.0010127453833277894 0.0010088414085108089 0.001093549808048988 0.0010656388084205074
leaf_count=156 1560 114 182 252 188 174 243 62 190
internal_value=0 2.34485e-05 -3.13282e-05 4.43641e-05 -1.28096e-05 9.97248e-05 6.42562e-06 0.000132396 0.000426808
internal_weight=0 0.0106743 0.00966031 0.00792504 0.00692343 0.00578949 0.00477674 0.0037679 0.00215919
internal_count=3121 2965 2851 1291 1109 857 683 440 252
is_linear=0
shrinkage=0.00196078


Tree=4124
num_leaves=10
num_cat=0
split_feature=484 15 42 42 151 4 15 4 16
split_gain=0.000134545 6.73513e-05 0.000178188 0.000117006 0.00011201 0.000159145 0.00018065 0.000116247 2.52216e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.083995000000000014 0.083935000000000023 -0.044604999999999992 0.24564500000000003 -0.037864999999999989 -0.17966999999999997 -0.0048099999999999992
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=-0.0006830406322335821 -0.00029202699419070608 -0.0006258762778518685 0.00036701578135027565 -0.00046226500456524213 -0.00027193586745653684 0.0010396286370685228 0.00015982246724119626 0.00098269200843184058 -3.9869228318872876e-05
leaf_weight=0.0010613599662004933 0.0011769336062676244 0.0016820703836159846 0.0011841215544572314 0.0011621992596072494 0.0017960213137851199 0.0011058192559013878 0.0014565626889168071 0.0012070386519190874 0.00102091405533773
leaf_count=515 203 588 493 351 321 186 138 84 242
internal_value=0 4.58253e-05 -0.000215679 0.000129801 0.000257547 0.000373767 0.000208658 0.000532714 -0.000264735
internal_weight=0 0.0117917 0.00286619 0.00892549 0.00674238 0.00556544 0.00445962 0.0026636 0.00218311
internal_count=3121 2606 1081 1525 932 729 543 222 593
is_linear=0
shrinkage=0.00196078


Tree=4125
num_leaves=9
num_cat=0
split_feature=52 11 4 3 2 1 4 3
split_gain=1.62066e-05 3.3971e-05 5.7916e-05 6.07692e-05 0.000129708 8.74044e-05 6.20045e-05 5.2116e-05
threshold=0.15116000000000002 1.0000000180025095e-35 -0.083854999999999985 0.12178000000000001 0.089885000000000007 0.092390000000000014 0.0082450000000000006 -0.08824499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 7 4 6 -6 -4 -1
right_child=-2 -3 3 -5 5 -7 -8 -9
leaf_value=-0.00091836570823380828 -0.012170253755101591 -0.016083229780879026 -0.031100805751565114 -0.023627158483902577 0.0017208842246973775 0.042324507355815028 0.00054617355318385371 0.028391717874389329
leaf_weight=0.0010522729150868951 0.001024549628589483 0.0010253040297099622 0.0010556873848240175 0.0010833481889054031 0.0011227949793910358 0.0010044177563610917 0.0014969931036230776 0.0014325030076355501
leaf_count=241 377 223 890 159 571 230 184 246
internal_value=0 0.00108341 0.00321738 -0.0022848 0.00265574 0.0208929 -0.0125418 0.0159792
internal_weight=0 0.00927332 0.00824802 0.00576324 0.00467989 0.00212721 0.00255268 0.00248478
internal_count=3121 2744 2521 2034 1875 801 1074 487
is_linear=0
shrinkage=0.1


Tree=4126
num_leaves=8
num_cat=0
split_feature=484 160 52 3 42 151 2
split_gain=1.74677e-05 4.03235e-05 5.40341e-05 7.14872e-05 7.85423e-05 0.00011193 0.000134547
threshold=0.084040000000000017 -1.0000000180025095e-35 0.10347000000000002 0.12178000000000001 -0.0060199999999999993 -0.0083949999999999979 0.086885000000000004
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=-0.018182937587604985 0.011249057574484104 -0.020445679193630065 0.021268091628568041 -0.026409028803583857 -0.020078700232165736 -0.0037019278299234891 0.03642157995295868
leaf_weight=0.0012751472013271753 0.0011774540729718877 0.0012167406717311178 0.001125381019480242 0.0010472529767388342 0.0010592848506979372 0.0016031174388042128 0.0017459731712397321
leaf_count=632 368 652 203 128 249 418 471
internal_value=0 -0.00169712 0.000998762 -0.00241992 0.00204624 0.00825415 0.0172156
internal_weight=0 0.0090729 0.00779775 0.00667237 0.00562512 0.00440838 0.00334909
internal_count=3121 2753 2121 1918 1790 1138 889
is_linear=0
shrinkage=0.1


Tree=4127
num_leaves=8
num_cat=0
split_feature=1 3 3 51 2 3 2
split_gain=2.31615e-05 5.41585e-05 3.18895e-05 6.90841e-05 5.77396e-05 5.58819e-05 2.85581e-05
threshold=0.077565000000000009 -0.055119999999999995 0.076840000000000006 -0.031924999999999995 0.082850000000000021 -0.078934999999999991 0.11263500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -2 -5
right_child=2 -3 3 6 -6 -7 -8
leaf_value=-0.020128513935543463 -0.01611818891732137 0.0068765353498964413 -0.026126196787921697 0.014786560849920211 0.026333877239231654 0.014120573616650667 -0.0068980307769502969
leaf_weight=0.0016000638055748699 0.0011284307216150088 0.0013858505384019416 0.0010055606579608412 0.0013454102390764375 0.0012964901235800459 0.0013331699663997527 0.0011070805697190877
leaf_count=1479 368 157 126 131 382 338 140
internal_value=0 -0.00759468 0.00287748 -0.00405262 0.00925429 0.00025872 0.0049979
internal_weight=0 0.00298591 0.00721614 0.00345805 0.00375809 0.0024616 0.00245249
internal_count=3121 1636 1485 397 1088 706 271
is_linear=0
shrinkage=0.1


Tree=4128
num_leaves=8
num_cat=0
split_feature=1 42 49 15 52 13 2
split_gain=2.21385e-05 5.29381e-05 3.41268e-05 6.09493e-05 2.54573e-05 9.62967e-05 7.51261e-05
threshold=0.12500000000000003 0.091545000000000015 -0.00064499999999999985 -0.033689999999999991 0.10160000000000001 -0.094514999999999988 0.084245000000000014
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=0.0050964764123664456 0.010945536450933626 -0.023479662335005144 0.032917616779127447 -0.027172565823138203 -0.0081564014237971664 0.016816502968122642 -0.015263929982916292
leaf_weight=0.0013195050434218914 0.0015235619860988836 0.0010237003997003308 0.0011860075274849075 0.0010519723030378656 0.0011176154226521431 0.0013275639881952025 0.00162168179168693
leaf_count=252 279 601 112 271 306 397 903
internal_value=0 -0.00212759 0.000739291 -0.00921787 0.00523458 0.0088537 -0.000823347
internal_weight=0 0.00864805 0.00762435 0.00237148 0.00525287 0.00413525 0.00294925
internal_count=3121 2842 2241 523 1718 1412 1300
is_linear=0
shrinkage=0.1


Tree=4129
num_leaves=8
num_cat=0
split_feature=1 457 151 4 1 4 0
split_gain=1.80586e-05 4.95864e-05 4.26457e-05 5.27763e-05 8.31377e-05 3.58495e-05 4.41984e-05
threshold=0.12337000000000002 0.087995000000000004 -0.0077149999999999988 0.15285000000000001 0.090740000000000015 -0.083854999999999985 0.11070500000000001
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
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leaf_count=396 294 146 406 200 447 1169 63
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internal_weight=0 0.00849867 0.0074754 0.00610924 0.00450438 0.00348299 0.00230086
internal_count=3121 2827 2681 2285 2085 1638 469
is_linear=0
shrinkage=0.1


Tree=4130
num_leaves=9
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split_feature=147 52 11 13 1 49 12 15
split_gain=4.74871e-05 9.17701e-05 7.45841e-05 9.8813e-05 7.66505e-05 4.83154e-05 0.000134497 7.21146e-05
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decision_type=2 2 2 2 2 2 2 2
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right_child=-2 -3 -4 5 -6 6 -8 -9
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leaf_weight=0.001669446806823817 0.0010720766589532261 0.0010064069584003943 0.001068958992276465 0.0018679154487152155 0.0010033875539001899 0.0014274440273858817 0.0015437903009429864 0.0012294370466370665
leaf_count=481 183 363 210 222 235 222 1098 107
internal_value=0 -0.000195065 -0.000137219 -7.74327e-05 0.000236693 -0.000215786 -9.91186e-05 0.000168327
internal_weight=0 0.0108168 0.00981038 0.00874142 0.00267283 0.00606859 0.00420067 0.00265688
internal_count=3121 2938 2575 2365 716 1649 1427 329
is_linear=0
shrinkage=0.00196078


Tree=4131
num_leaves=7
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split_feature=1 4 3 2 15 49
split_gain=1.80386e-05 4.98792e-05 2.78551e-05 5.10379e-05 4.96606e-05 3.19905e-05
threshold=0.077565000000000009 -0.083854999999999985 0.086245000000000016 0.082850000000000021 -0.055554999999999993 -0.006494999999999999
decision_type=2 2 2 2 2 2
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leaf_weight=0.0018246086674614708 0.0010765546493565542 0.0011388072236170471 0.0014690670589049409 0.0013762455924968336 0.0014521435995367956 0.0017984444445917486
leaf_count=353 275 1283 144 408 438 220
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internal_weight=0 0.00296342 0.00717246 0.00390494 0.0025287 0.00326751
internal_count=3121 1636 1485 1121 713 364
is_linear=0
shrinkage=0.1


Tree=4132
num_leaves=8
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split_feature=11 13 12 0 49 2 1
split_gain=1.8401e-05 3.46537e-05 6.38439e-05 0.000102624 5.53732e-05 5.66716e-05 4.21317e-05
threshold=1.0000000180025095e-35 -0.084034999999999985 -0.010834999999999999 -0.053834999999999994 -0.009244999999999998 0.086950000000000013 0.08844500000000001
decision_type=2 2 2 2 2 2 2
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leaf_weight=0.0015179192198514946 0.001155275653487481 0.0010010494198954547 0.0015531151018638488 0.0011955131924876227 0.0012725864993825458 0.0012614704982810672 0.0011572303576850508
leaf_count=563 244 258 185 267 622 709 273
internal_value=0 0.00128151 -0.0027765 -0.00716434 0.000373773 0.00948616 0.0108135
internal_weight=0 0.00895888 0.00628373 0.00528269 0.00408717 0.00253406 0.00267515
internal_count=3121 2877 2041 1783 1516 1331 836
is_linear=0
shrinkage=0.1


Tree=4133
num_leaves=8
num_cat=0
split_feature=484 160 52 3 42 15 4
split_gain=1.91669e-05 3.69244e-05 5.30433e-05 6.02577e-05 6.97053e-05 8.26456e-05 7.55487e-05
threshold=0.084040000000000017 -1.0000000180025095e-35 0.10347000000000002 0.12178000000000001 -0.0060199999999999993 -0.095869999999999983 0.0052350000000000009
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 -4 -5 5 6 -8
leaf_value=-0.017706742524387212 0.011860797906835321 -0.019860746027623773 0.021000388265091215 -0.02485532024264302 -0.013501248977843848 0.0033550968954862443 0.035551595752855117
leaf_weight=0.0012540355182521145 0.0011608408154294989 0.0011955704865491551 0.0011117117500274373 0.0010279008573261667 0.0013149790724412062 0.0017790985332780001 0.0012345186743220318
leaf_count=632 368 652 203 128 211 753 174
internal_value=0 -0.00179954 0.000803383 -0.00262351 0.00151324 0.00741679 0.0165443
internal_weight=0 0.00891781 0.00766378 0.00655207 0.00552417 0.0043286 0.00301362
internal_count=3121 2753 2121 1918 1790 1138 927
is_linear=0
shrinkage=0.1


Tree=4134
num_leaves=7
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split_feature=3 39 4 2 13 16
split_gain=1.92545e-05 4.26762e-05 5.70208e-05 7.2759e-05 7.99369e-05 0.000104354
threshold=0.13524500000000003 0.085220000000000004 -0.10429499999999998 0.11215000000000001 -0.063184999999999977 -0.079109999999999986
decision_type=2 2 2 2 2 2
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leaf_weight=0.0015625806751522857 0.0015288321089192225 0.0010531537375398411 0.0015567223102598733 0.0012236790210058326 0.0014717383600717654 0.001644203629393422
leaf_count=296 192 302 1092 258 537 444
internal_value=0 -0.0020586 -0.00471922 -0.000218227 0.00546642 0.0147113
internal_weight=0 0.00851208 0.00745892 0.00589634 0.00467266 0.00311594
internal_count=3121 2929 2627 2331 2073 981
is_linear=0
shrinkage=0.1


Tree=4135
num_leaves=8
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split_feature=4 42 49 160 0 12 15
split_gain=1.77975e-05 3.80456e-05 5.34579e-05 6.02891e-05 5.69444e-05 5.1939e-05 1.53566e-05
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decision_type=2 2 2 2 2 2 2
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leaf_value=-0.027647956806128665 0.0094158159066336233 -0.020286001914237337 0.0099291357515652132 0.0048027908625608998 0.013793425520538461 -0.013295701222699009 0.027004399095588716
leaf_weight=0.0012039050963411043 0.0016194007450319571 0.0010052697106182644 0.0010207410358077052 0.0010916585828815387 0.0011597144014317004 0.0018162975528372618 0.0010882004755524526
leaf_count=303 365 578 440 163 152 737 383
internal_value=0 -0.00203519 0.00045068 -0.012216 0.00616894 -0.00273941 0.0187399
internal_weight=0 0.00838579 0.00738052 0.00229556 0.00508495 0.00297601 0.00210894
internal_count=3121 2756 2178 466 1712 889 823
is_linear=0
shrinkage=0.1


Tree=4136
num_leaves=9
num_cat=0
split_feature=159 51 4 12 3 3 16 12
split_gain=4.55244e-05 5.61089e-05 6.52907e-05 9.11377e-05 0.000115307 5.9756e-05 7.25791e-05 4.03968e-05
threshold=-0.032739999999999991 0.092235000000000011 0.27834500000000006 -0.029094999999999999 0.092670000000000016 -0.074084999999999998 -0.088394999999999987 0.088615000000000013
decision_type=2 2 2 2 2 2 2 2
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leaf_value=-0.00041037802517703334 -0.00058392892771165668 0.00044509733889095185 0.00037558793964245698 -0.00040388606785596336 0.00043612580641704923 -0.00043004151991063552 0.00046861253536894138 -4.5584884886117962e-05
leaf_weight=0.0010205722398629576 0.0012229031642093866 0.0010879796605587745 0.0013480596306094618 0.0011278554376906121 0.0017277769750010386 0.0018626071173009941 0.0011289769065355678 0.0012245779026457604
leaf_count=421 198 244 304 351 112 287 592 612
internal_value=0 2.29917e-05 -2.46339e-05 -8.96782e-05 -4.20896e-06 -0.000146574 5.08569e-06 0.000201071
internal_weight=0 0.0107307 0.00964276 0.0082947 0.00707179 0.00534402 0.00348141 0.00235355
internal_count=3121 2700 2456 2152 1954 1842 1555 1204
is_linear=0
shrinkage=0.00196078


Tree=4137
num_leaves=8
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split_feature=49 42 15 52 15 2 4
split_gain=1.98258e-05 5.34436e-05 4.20495e-05 4.08193e-05 6.11903e-05 4.10479e-05 4.54055e-05
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decision_type=2 2 2 2 2 2 2
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leaf_value=0.021426317659157298 -0.028021114660811988 -0.024160012854056556 -0.0052933642458295009 0.022756447472793626 0.0063048996274731864 -0.0079039608095446603 -0.0017209264559644253
leaf_weight=0.0011588282417473359 0.0010485683949933511 0.0010031049962093853 0.00119772161006172 0.0017906985794839661 0.0010289021206282365 0.0014663790400089882 0.0013138975702358701
leaf_count=226 427 614 199 821 349 204 281
internal_value=0 -0.00264408 0.00784598 0.000602198 -0.0110206 0.00588466 0.0123974
internal_weight=0 0.00765155 0.00235655 0.00664845 0.00207747 0.00457098 0.0031046
internal_count=3121 2696 425 2082 776 1306 1102
is_linear=0
shrinkage=0.1


Tree=4138
num_leaves=7
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split_feature=2 2 0 0 13 3
split_gain=2.13495e-05 5.19083e-05 3.9209e-05 7.04437e-05 3.44733e-05 2.8211e-05
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decision_type=2 2 2 2 2 2
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leaf_value=0.0095300268179959301 0.017711656041500223 -0.021916520428648147 0.015248191803893694 -0.020052223195324133 0.0069220460174118916 -0.014046289055294082
leaf_weight=0.0016311616684343939 0.0014581031436295723 0.001272122502559145 0.0013472768887721016 0.0015892636322214421 0.001618010702603527 0.0010633027738147782
leaf_count=199 200 403 194 1406 650 69
internal_value=0 -0.00405153 0.00092394 -0.00506866 0.00533648 -0.00139317
internal_weight=0 0.00583982 0.0045677 0.00322043 0.00413942 0.00268131
internal_count=3121 2202 1799 1605 919 719
is_linear=0
shrinkage=0.1


Tree=4139
num_leaves=8
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split_feature=52 13 3 2 43 13 13
split_gain=1.87342e-05 5.32371e-05 6.63724e-05 6.11291e-05 6.26692e-05 5.43842e-05 4.41394e-05
threshold=0.11434500000000002 -0.23438999999999996 0.10893000000000001 0.099185000000000009 -0.074359999999999996 -0.0034749999999999994 -0.0069799999999999992
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -6
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leaf_value=0.021677579255260444 -0.011151533692552533 0.024386691946007413 -0.025266940628703771 0.019297715459826351 -0.029998439900511223 -0.007446475071284063 -0.0036290725960611385
leaf_weight=0.001141872865856053 0.0013380339963545455 0.0011421198693764034 0.0010157919216413902 0.0015841033550885088 0.0010084668747994789 0.0010123981836388861 0.0017131183181899193
leaf_count=137 501 574 89 554 735 207 324
internal_value=0 0.00156662 -0.0015051 0.00223117 -0.00331325 0.00942843 -0.0134001
internal_weight=0 0.00861787 0.007476 0.00646021 0.0048761 0.00215452 0.00272159
internal_count=3121 2620 2483 2394 1840 781 1059
is_linear=0
shrinkage=0.1


Tree=4140
num_leaves=7
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split_feature=4 151 0 47 15 2
split_gain=2.02445e-05 4.07077e-05 5.01261e-05 6.98286e-05 0.000116157 0.000111659
threshold=0.27044500000000005 -0.016164999999999995 -0.11756999999999999 0.092165000000000011 0.088345000000000021 0.096540000000000015
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 -5 -6 -7
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leaf_count=456 365 230 861 204 622 383
internal_value=0 -0.00211123 -0.00525804 -0.000275141 -0.00718599 -0.0186587
internal_weight=0 0.00831975 0.00691938 0.00515318 0.00381024 0.00266123
internal_count=3121 2756 2300 2070 1866 1244
is_linear=0
shrinkage=0.1


Tree=4141
num_leaves=8
num_cat=0
split_feature=147 11 13 1 0 2 0
split_gain=4.28618e-05 5.50399e-05 5.6333e-05 6.71681e-05 5.93189e-05 5.71982e-05 0.000114705
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.084034999999999985 0.08844500000000001 -0.019414999999999998 0.11215000000000001 -0.10607499999999999
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=-1.423972643971792e-05 0.00037564763118985744 -0.000449698297183309 0.0002424186527186289 0.00059703043476446479 0.00025709153833591316 -0.00059282064144141786 -0.00044212583609151912
leaf_weight=0.0016999873938989246 0.001027568626977852 0.0011445451500485529 0.0019671350625996755 0.0011645814326147737 0.0014072380860271913 0.0011023342953397157 0.0018043287284051847
leaf_count=552 183 230 177 250 187 256 1286
internal_value=0 -4.43321e-05 6.39822e-06 0.00023427 -9.75265e-05 -0.000199917 -8.50784e-05
internal_weight=0 0.0102902 0.0091456 0.00286457 0.00628104 0.0048738 0.00377146
internal_count=3121 2938 2708 802 1906 1719 1463
is_linear=0
shrinkage=0.00196078


Tree=4142
num_leaves=8
num_cat=0
split_feature=484 48 51 15 3 12 2
split_gain=1.69949e-05 3.54134e-05 4.0207e-05 4.55708e-05 7.53192e-05 8.91711e-05 1.30253e-05
threshold=0.084040000000000017 0.092475000000000016 0.084305000000000019 0.088345000000000021 -0.10519499999999998 0.051320000000000005 0.086285000000000014
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 -5 5 -7 -8
leaf_value=0.017460419842574439 0.011378415205713897 0.010399851037582526 -0.023093541107744576 0.015925344150397491 0.0087370721938638662 -0.03103408073480543 -0.0072356351586922735
leaf_weight=0.0010451078947515463 0.0011372269276603191 0.0019171084796672146 0.0010391076007716746 0.0011674508959100124 0.0010170738214578009 0.0015599429554892822 0.0010251186763689381
leaf_count=214 368 338 302 576 129 955 239
internal_value=0 -0.0016146 -0.00497521 -0.0017374 -0.00617452 -0.0130319 0.000719258
internal_weight=0 0.00877091 0.0068538 0.00581469 0.00464724 0.00360214 0.00204219
internal_count=3121 2753 2415 2113 1537 1323 368
is_linear=0
shrinkage=0.1


Tree=4143
num_leaves=9
num_cat=0
split_feature=14 131 52 4 47 1 15 42
split_gain=5.36918e-05 8.09182e-05 0.000101657 9.7637e-05 0.000106164 7.47359e-05 6.67947e-05 5.54442e-05
threshold=-0.074569999999999984 0.088610000000000008 0.11008000000000001 -0.35136499999999998 0.092710000000000015 0.094825000000000007 -0.0063699999999999989 0.084050000000000014
decision_type=2 2 2 2 2 2 2 2
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leaf_value=-0.00043643920495767556 -0.00047953288819332679 -0.00048335514332638975 0.00056562365014757923 -0.00027582025634387692 -0.00035808283433730174 0.00055105299557632386 0.00052837244767917849 -8.0992095363249307e-05
leaf_weight=0.0010316980867732485 0.0013480587035744375 0.0010600140361832914 0.0014534115533560025 0.001389493109713682 0.0015459174829454475 0.0018018410581552551 0.0013372613938295713 0.0010058685279001466
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internal_value=0 3.14827e-05 8.67088e-05 4.12404e-06 9.62092e-05 0.000223105 6.47947e-05 0.000266782
internal_weight=0 0.0109419 0.00988185 0.00842844 0.00708038 0.00553446 0.00373262 0.00234313
internal_count=3121 2972 2552 2152 1958 1789 1445 804
is_linear=0
shrinkage=0.00196078


Tree=4144
num_leaves=8
num_cat=0
split_feature=41 3 1 133 3 4 3
split_gain=0.000108229 6.56724e-05 6.37005e-05 9.07912e-05 9.6156e-05 6.21847e-05 9.06223e-05
threshold=1.0000000180025095e-35 -0.12018999999999998 0.094385000000000011 0.076280000000000014 0.090900000000000009 0.053925000000000008 0.11296500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -4 -7
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leaf_weight=0.001521641624979181 0.0010018659272384772 0.0018696712289123663 0.0018785735337544041 0.001628523857439809 0.0010354055013708924 0.0017763820817695095 0.0012262015272946902
leaf_count=221 173 1078 398 808 78 232 133
internal_value=0 4.76856e-05 -1.33996e-05 -0.000180754 -0.000388507 0.000142038 -3.30176e-05
internal_weight=0 0.0109364 0.00941476 0.0045336 0.00290508 0.00488116 0.00300258
internal_count=3121 2948 2727 1964 1156 763 365
is_linear=0
shrinkage=0.00196078


Tree=4145
num_leaves=10
num_cat=0
split_feature=484 42 43 4 4 4 52 16 4
split_gain=0.000145202 6.49096e-05 9.68825e-05 0.000114848 0.000199301 6.78616e-05 0.000100666 0.000127743 4.40817e-05
threshold=-1.0000000180025095e-35 0.091735000000000025 0.12450000000000001 0.24564500000000003 0.055260000000000011 0.0061450000000000003 -0.0064899999999999992 0.0065250000000000004 -0.084369999999999987
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2 -8
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leaf_value=-0.00071219315585406312 -0.0008499005459761869 -0.00032133108733887182 0.0006774188451804231 0.00047500876403914506 -0.00086392067876541368 0.00047828481323098108 -1.6174560305377217e-05 0.00013107721369526415 0.0004916321920664079
leaf_weight=0.0010260475205660117 0.0010321983615711786 0.0015070845405913682 0.0010540033360927651 0.0019065884428833982 0.0010308494283754414 0.0012391260890660394 0.0014475215216363936 0.0010095046452930144 0.0012038207802767598
leaf_count=515 310 557 165 268 107 93 301 286 519
internal_value=0 5.78214e-05 0.000115403 4.86166e-05 -6.81365e-05 7.01491e-05 -3.76129e-05 -0.000364863 0.000214391
internal_weight=0 0.0114307 0.00992361 0.00886961 0.00696302 0.00593217 0.00469305 0.0020417 0.00265134
internal_count=3121 2606 2049 1884 1616 1509 1416 596 820
is_linear=0
shrinkage=0.00196078


Tree=4146
num_leaves=7
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split_feature=11 2 52 43 48 52
split_gain=1.92701e-05 3.472e-05 7.61754e-05 6.43429e-05 5.83169e-05 6.43455e-05
threshold=1.0000000180025095e-35 0.089885000000000007 -0.013374999999999998 -0.074359999999999996 0.016865000000000002 0.096795000000000006
decision_type=2 2 2 2 2 2
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leaf_value=0.0067699812063736556 -0.012289665409747087 0.022519903131670405 -0.02786532829774074 -0.020230900976196814 0.016886080510506881 0.0054562900899283702
leaf_weight=0.0018346433352427341 0.0011527513692692051 0.0019144187715136006 0.001168970297681145 0.0017006754921899516 0.0010690519039032302 0.0011492651020937709
leaf_count=686 244 496 325 918 163 289
internal_value=0 0.00145704 0.00657554 -0.00621887 -0.00243585 -0.0113461
internal_weight=0 0.00883702 0.00530171 0.00353532 0.00338729 0.00231824
internal_count=3121 2877 1273 1604 777 614
is_linear=0
shrinkage=0.1


Tree=4147
num_leaves=10
num_cat=0
split_feature=15 15 49 15 52 2 3 1 4
split_gain=6.59616e-05 8.72033e-05 7.63911e-05 7.33992e-05 6.69676e-05 5.37801e-05 9.93896e-05 9.09651e-05 5.28286e-05
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decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 8 -5 6 -6 -8 -3
right_child=1 2 -4 4 5 -7 7 -9 -10
leaf_value=0.00045376793381456018 -0.00060016240637383736 0.00048498677331270393 0.00050718436790815819 -0.00059698536812536425 -0.00038914307919799988 -0.00036963276702610263 0.00070610725980316605 -7.6724401460279008e-05 -0.00010087801219140823
leaf_weight=0.0011040315971406938 0.0010024972981291088 0.0013933066661075584 0.0010482592864532415 0.0011343734160832904 0.0012069654493112631 0.0015842186197717483 0.0011179743139172289 0.0011657725410828979 0.00102859066184742
leaf_count=253 231 303 482 267 371 219 562 326 107
internal_value=0 -4.96657e-05 7.34904e-06 -5.3356e-05 -0.000166283 -7.00098e-05 6.59706e-05 0.000306499 0.000236167
internal_weight=0 0.010682 0.00967946 0.0086312 0.0062093 0.00507493 0.00349071 0.00228375 0.0024219
internal_count=3121 2868 2637 2155 1745 1478 1259 888 410
is_linear=0
shrinkage=0.00196078


Tree=4148
num_leaves=7
num_cat=0
split_feature=4 15 4 3 13 0
split_gain=1.82675e-05 6.02879e-05 4.69768e-05 5.97835e-05 5.61408e-05 8.01235e-05
threshold=0.24564500000000003 -0.15026499999999995 0.055260000000000011 0.092670000000000016 -0.033284999999999988 -0.060129999999999996
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=-0.020417408643294267 0.023700721734137259 -0.0093328984637617157 -0.017854724109740434 0.016651387821134105 -0.011756466025216294 0.021904566182656258
leaf_weight=0.001514254466176122 0.0011548131836617188 0.001059237590587906 0.0015695601926491365 0.0018361919630682511 0.0015705011051789439 0.0012863248689581577
leaf_count=1221 266 160 279 191 788 216
internal_value=0 0.00789691 -0.00239856 0.00150965 -0.00485104 0.00339987
internal_weight=0 0.00221405 0.00777683 0.00620727 0.00437108 0.00285683
internal_count=3121 426 2695 2416 2225 1004
is_linear=0
shrinkage=0.1


Tree=4149
num_leaves=9
num_cat=0
split_feature=41 3 3 42 0 52 1 3
split_gain=9.35949e-05 7.95223e-05 7.46014e-05 9.1326e-05 4.62335e-05 8.15533e-05 0.000168633 0.00012829
threshold=1.0000000180025095e-35 -0.12018999999999998 -0.078934999999999991 0.08623500000000002 -0.019414999999999998 1.0000000180025095e-35 0.11181500000000001 0.090900000000000009
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=0.00044431073845949527 -0.00057834975365205973 -0.00039320742576486875 -0.00039800588863391075 0.00051195667930542142 0.00028053995864915231 0.00036339869837751258 -0.00080858410597301096 0.00045794729316597359
leaf_weight=0.0016366542663241021 0.0010099019357594089 0.0017204077641981381 0.0013328977170287606 0.0013982216659029446 0.0013612269890272517 0.0010421220271234063 0.0013802145695629786 0.0013602273816865351
leaf_count=221 173 1385 209 559 124 193 156 101
internal_value=0 4.48284e-05 -2.33105e-05 5.74997e-05 -4.06109e-05 -0.000126069 -0.000251295 3.43138e-05
internal_weight=0 0.011232 0.00959532 0.00787491 0.00647669 0.00511546 0.00407334 0.00269313
internal_count=3121 2948 2727 1342 783 659 466 310
is_linear=0
shrinkage=0.00196078


Tree=4150
num_leaves=9
num_cat=0
split_feature=484 4 150 49 43 13 16 0
split_gain=0.000175718 7.90062e-05 6.59699e-05 8.00591e-05 7.8744e-05 0.00011932 0.000107081 9.20923e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 0.089910000000000018 -0.072814999999999977 -0.074359999999999996 -0.0034749999999999994 0.22339500000000004 -0.10224499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 7 -6
right_child=1 -3 -4 4 6 -7 -8 -9
leaf_value=-0.00079484611578025885 0.00051344175838249776 0.00044363191826384099 -0.00042142076944726452 0.00066164677385113053 -0.00038521692497919688 -0.0001469445921792734 -0.00073208772013689508 0.00030103722256825965
leaf_weight=0.0010148104777278301 0.0012307228769926851 0.0017217175472636704 0.0013100639994218883 0.0012923910709645109 0.0013873852403728268 0.0015349909497038318 0.0010815141461507803 0.0016411531026421394
leaf_count=515 177 346 197 373 146 255 199 913
internal_value=0 5.72337e-05 -1.29555e-05 5.25569e-05 -2.92055e-05 0.000222661 -0.000202469 -1.33385e-05
internal_weight=0 0.0111999 0.00947822 0.00816816 0.00693743 0.00282738 0.00411005 0.00302854
internal_count=3121 2606 2260 2063 1886 628 1258 1059
is_linear=0
shrinkage=0.00196078


Tree=4151
num_leaves=8
num_cat=0
split_feature=15 151 49 0 43 3 1
split_gain=1.72917e-05 3.84169e-05 5.00815e-05 6.40401e-05 6.65115e-05 4.90176e-05 2.71409e-05
threshold=-0.11713499999999999 -0.077429999999999985 -0.054319999999999993 -0.083914999999999976 -0.17390999999999998 -0.012304999999999998 0.095285000000000022
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 6 -5 -6 -4
right_child=1 2 3 4 5 -7 -8
leaf_value=-0.0090900391282040856 0.018901707455030139 -0.018142196542272931 0.0064341122429200613 0.01556769734957583 -0.02885479804599346 -0.00021793942346549715 0.028163509845126951
leaf_weight=0.0017694780375813379 0.0011336874438906712 0.0013647404073772046 0.001315253618145927 0.0010407997851155518 0.0012107528588683951 0.0011805297299901383 0.00102105918328909
leaf_count=484 390 198 710 87 1036 128 88
internal_value=0 0.00180213 -0.000915551 0.00316009 -0.00553322 -0.0147173 0.0159307
internal_weight=0 0.00826682 0.00713314 0.0057684 0.00343208 0.00239128 0.00233631
internal_count=3121 2637 2247 2049 1251 1164 798
is_linear=0
shrinkage=0.1


Tree=4152
num_leaves=9
num_cat=0
split_feature=4 0 1 14 15 47 4 43
split_gain=5.88727e-05 6.73122e-05 6.10545e-05 5.65775e-05 7.80381e-05 9.98433e-05 9.52243e-05 0.000111222
threshold=-0.49405499999999997 0.056435000000000006 0.077565000000000009 -1.0000000180025095e-35 -0.10653 0.092530000000000015 0.0061450000000000003 -0.0024749999999999993
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=-0.00045622533542840808 -0.00034531641429348127 0.00051840184409246166 -0.00034938394877246027 0.0005336170693026629 0.00036867358799832454 -0.00050682373129089903 0.000486198337625339 -0.00047848864929213357
leaf_weight=0.0010270680811318494 0.00175914114376671 0.001004499682804613 0.0011229028233926148 0.0014254310406459922 0.0010689179272901392 0.001108261197344319 0.001865958092429218 0.001346208218904472
leaf_count=156 1560 114 152 241 380 134 137 247
internal_value=0 3.52343e-05 -1.48173e-05 5.84276e-05 0.000125625 1.77144e-05 0.000153504 -0.000103541
internal_weight=0 0.0107013 0.00969682 0.00793768 0.00681478 0.00538935 0.00428108 0.00241513
internal_count=3121 2965 2851 1291 1139 898 764 627
is_linear=0
shrinkage=0.00196078


Tree=4153
num_leaves=8
num_cat=0
split_feature=11 13 0 47 49 0 1
split_gain=1.71407e-05 3.41084e-05 5.0191e-05 5.6776e-05 8.78336e-05 5.4923e-05 3.69945e-05
threshold=1.0000000180025095e-35 -0.084034999999999985 -0.019414999999999998 0.092530000000000015 -0.054984999999999992 -0.15350499999999997 0.08844500000000001
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=0.00060137592566618045 -0.011537399258295897 -0.023424870474815326 0.014856633041304051 -0.024868470840833615 0.027966678500410555 -0.002583727791792985 0.024387874223313323
leaf_weight=0.0015189265905330123 0.0011612515885432726 0.0011542663122335707 0.0012922096465208133 0.0013375849725808819 0.0010056815596739441 0.0014184627850726951 0.0011480372164034858
leaf_count=563 244 177 215 211 79 1359 273
internal_value=0 0.00138228 -0.00268092 -0.00729081 -0.0007204 0.0100904 0.0108407
internal_weight=0 0.00887517 0.00620821 0.004916 0.00357841 0.00242414 0.00266696
internal_count=3121 2877 2041 1826 1615 1438 836
is_linear=0
shrinkage=0.1


Tree=4154
num_leaves=9
num_cat=0
split_feature=48 16 15 47 0 1 4 4
split_gain=4.18941e-05 7.8225e-05 5.96528e-05 7.72785e-05 9.89133e-05 0.000106783 9.4607e-05 8.64637e-05
threshold=0.12230500000000001 -0.48836499999999994 -0.14147499999999996 0.085270000000000026 -0.10607499999999999 0.090540000000000023 -0.076779999999999987 -0.35136499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 -6
right_child=-2 2 3 -5 6 -7 -8 -9
leaf_value=0.00048529274102043416 -0.00038804565787723273 -0.00045169179365481786 -0.00014140261988679416 0.00039367359156734463 -0.00041546986677051806 0.00069132440995953138 -0.00074314813225393134 0.00024744745272362566
leaf_weight=0.0012770152066479317 0.0010090257555358606 0.0011432358726026328 0.0012694711322489187 0.0017373690862391789 0.0014725509475230054 0.0011094742932049595 0.0011144147601743291 0.0015554837962051004
leaf_count=248 108 298 135 202 188 131 1053 758
internal_value=0 2.99388e-05 -3.19091e-05 2.62002e-05 -7.16986e-05 0.000246958 -0.000254698 -7.49331e-05
internal_weight=0 0.010679 0.009402 0.00825876 0.00652139 0.00237895 0.00414245 0.00302803
internal_count=3121 3013 2765 2467 2265 266 1999 946
is_linear=0
shrinkage=0.00196078


Tree=4155
num_leaves=8
num_cat=0
split_feature=49 42 2 3 15 1 0
split_gain=2.04843e-05 4.82197e-05 4.91001e-05 5.91434e-05 7.39825e-05 4.13997e-05 1.26283e-05
threshold=-0.043469999999999995 0.091545000000000015 0.10613000000000002 -0.078934999999999991 -0.016799999999999995 0.098220000000000016 -0.14794999999999997
decision_type=2 2 2 2 2 2 2
left_child=5 2 3 -2 -5 -1 -4
right_child=1 -3 6 4 -6 -7 -8
leaf_value=-0.0038219878329669985 -0.0073131822718199846 -0.023019863346908004 -0.019910010041716664 -0.0014189132617100527 0.032252429776004461 0.022897403771404382 -0.0048509015958105566
leaf_weight=0.0013029093353303415 0.0018084441878079456 0.0010053746943141347 0.0010014126299451127 0.0012466728297923623 0.0013692370217128968 0.0010449800790359356 0.0012543988442225273
leaf_count=216 1221 614 75 268 194 209 324
internal_value=0 -0.00260227 0.000470605 0.00659233 0.0162056 0.00807007 -0.011536
internal_weight=0 0.00768554 0.00668017 0.00442435 0.00261591 0.00234789 0.00225581
internal_count=3121 2696 2082 1683 462 425 399
is_linear=0
shrinkage=0.1


Tree=4156
num_leaves=9
num_cat=0
split_feature=15 4 0 16 47 1 1 2
split_gain=3.97586e-05 3.88646e-05 8.5965e-05 6.50889e-05 5.04604e-05 6.35231e-05 0.000162957 5.64405e-05
threshold=0.091650000000000023 -0.49013999999999996 -0.060129999999999996 0.22339500000000004 0.092530000000000015 0.11181500000000001 0.094090000000000021 0.084055000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 7 -3
right_child=-2 2 3 -5 -6 -7 -8 -9
leaf_value=-0.00033652104575892237 -0.00036902650423731689 0.00023207145936907729 0.00067286731412734984 5.1525156979408956e-05 -0.00035867073612475973 -0.00034322125581417269 0.00079535177582446155 -0.00032218225707663733
leaf_weight=0.0010176444001761204 0.0010722007175638102 0.0012390341132729871 0.0013323962660902093 0.001262276018473011 0.0015582905412545745 0.0012481260815147745 0.0011273952595018399 0.0016431035138890495
leaf_count=158 497 362 219 118 270 201 164 1132
internal_value=0 2.74879e-05 6.6851e-05 0.000370592 -4.87761e-05 4.3072e-05 0.000163321 -8.3908e-05
internal_weight=0 0.0104283 0.00941062 0.00259467 0.00681595 0.00525766 0.00400953 0.00288214
internal_count=3121 2624 2466 337 2129 1859 1658 1494
is_linear=0
shrinkage=0.00196078


Tree=4157
num_leaves=12
num_cat=0
split_feature=484 133 41 133 15 12 3 12 15 47 48
split_gain=0.000195845 0.000206651 0.000142071 0.00014074 0.000199737 0.000133915 0.000119226 0.00010168 0.000122152 0.000217789 0.000144092
threshold=-0.0068949999999999992 0.10622000000000002 1.0000000180025095e-35 0.061605000000000007 1.0000000180025095e-35 0.088305000000000008 -0.12018999999999998 1.0000000180025095e-35 -0.037864999999999989 0.092710000000000015 0.085845000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 -2 8 9 10 -8
right_child=1 -3 -4 -5 5 -7 7 -9 -10 -11 -12
leaf_value=-0.00085382558019982135 0.00085569755335449655 -0.00081105439496804131 -0.00055579198047778125 0.00077511203861866827 -0.0009539051425223095 4.9961288550323207e-05 0.00089979713726929947 -0.00026062230447123144 0.00082540430104624334 -0.00062452944155179564 -6.1265358027060978e-05
leaf_weight=0.0010111207148617947 0.0010589041939265192 0.0010071875597793952 0.0011065107700857788 0.0013463549057830598 0.0010087209138689474 0.0010352294336499934 0.0012426005085097408 0.0017312701962003485 0.0012328330460542616 0.0010791291754526089 0.0011594251391230243
leaf_count=503 149 371 135 434 366 357 162 377 104 66 97
internal_value=0 4.20341e-05 0.00011363 0.000181621 9.7934e-05 -0.000445462 0.000245942 0.000145764 0.000295014 0.000107179 0.000435905
internal_weight=0 0.0130082 0.012001 0.0108945 0.00954811 0.00204395 0.00750416 0.00644526 0.00471399 0.00348115 0.00240203
internal_count=3121 2618 2247 2112 1678 723 955 806 429 325 259
is_linear=0
shrinkage=0.00196078


Tree=4158
num_leaves=10
num_cat=0
split_feature=484 4 0 1 15 15 15 2 16
split_gain=0.000221407 0.00012343 0.000163308 0.000139108 0.00010036 0.000166173 8.68361e-05 0.000124892 0.000146465
threshold=-1.0000000180025095e-35 -0.49405499999999997 0.010870000000000003 0.077565000000000009 0.035560000000000008 -0.016799999999999995 -0.074054999999999996 0.090675000000000019 -0.44310499999999992
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 -5 -9
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leaf_value=-0.00087255747708973722 -0.00057141367893100701 -0.00047164597166303993 0.00076159890514836907 -0.00016724576922994545 -0.0003515422773373936 0.00089684192518572903 -0.00036140399277944171 -3.427969741410375e-05 0.00096154141056554424
leaf_weight=0.0010643714158824298 0.0010801779391201435 0.0017203699841362771 0.0013506309255223422 0.0017214620367264149 0.0013059992492672869 0.0012183060605937667 0.0012358925219634019 0.0010016197387841405 0.0013112080815487839
leaf_count=515 133 1244 149 221 329 121 125 88 196
internal_value=0 6.0725e-05 0.000123568 3.3e-05 0.000144384 0.000244203 9.3333e-05 0.00023264 0.00053028
internal_weight=0 0.0119457 0.0108655 0.00951486 0.00779449 0.00648849 0.00527018 0.00403429 0.00231283
internal_count=3121 2606 2473 2324 1080 751 630 505 284
is_linear=0
shrinkage=0.00196078


Tree=4159
num_leaves=7
num_cat=0
split_feature=4 15 4 2 48 4
split_gain=2.24246e-05 5.49661e-05 3.62478e-05 5.17476e-05 6.02864e-05 7.28603e-05
threshold=0.24564500000000003 -0.15026499999999995 0.055260000000000011 0.10981000000000002 0.083985000000000018 -0.10429499999999998
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=-0.028231898887023901 0.023552538097418751 -0.0077638277108965405 -0.016137637582669947 0.017238700124423564 0.013185406193754579 0.0012300246074057651
leaf_weight=0.0014674329983620574 0.0011802230901560434 0.0010673258474496366 0.0015892141183507132 0.0014635018829569227 0.0014099179420777701 0.0019613042901550299
leaf_count=234 266 160 279 290 362 1530
internal_value=0 0.00868089 -0.00264123 0.000762159 -0.00422134 -0.0113791
internal_weight=0 0.00224755 0.00789137 0.00630216 0.00483866 0.00342874
internal_count=3121 426 2695 2416 2126 1764
is_linear=0
shrinkage=0.1


Tree=4160
num_leaves=8
num_cat=0
split_feature=43 43 52 2 3 2 0
split_gain=2.00623e-05 6.39147e-05 3.93739e-05 8.00736e-05 6.48485e-05 5.46536e-05 2.73676e-05
threshold=-0.04890499999999999 -0.092909999999999979 -0.085984999999999992 0.10613000000000002 0.0041950000000000008 0.11474000000000002 -0.055064999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 6 -2 4 -4 -5 -1
right_child=2 -3 3 5 -6 -7 -8
leaf_value=0.005967549117563622 -0.021169727674183927 0.022457297398961389 -0.0042481326497211336 -0.031017169971314252 0.024551480822884469 -1.3088651216127673e-05 -0.016211725472253045
leaf_weight=0.0011532814422881975 0.0010514872840143817 0.0014128290438906906 0.0015396261584746849 0.0010502695987586372 0.0015885636479233481 0.0012396564355338473 0.0010748452286713729
leaf_count=370 304 990 902 79 149 232 95
internal_value=0 0.00581866 -0.00346099 -2.42819e-05 0.0103769 -0.014233 -0.0047317
internal_weight=0 0.00364096 0.0064696 0.00541812 0.00312819 0.00228993 0.00222813
internal_count=3121 1455 1666 1362 1051 311 465
is_linear=0
shrinkage=0.1


Tree=4161
num_leaves=9
num_cat=0
split_feature=4 0 1 14 15 3 16 15
split_gain=4.04076e-05 9.01903e-05 6.79969e-05 4.03819e-05 6.89602e-05 7.70979e-05 4.93643e-05 6.63903e-05
threshold=-0.49013999999999996 0.051010000000000007 0.077565000000000009 -1.0000000180025095e-35 -0.10653 -0.074084999999999998 -0.092484999999999984 -0.016799999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 -7 -8
right_child=1 -3 3 4 5 6 7 -9
leaf_value=-0.00037900584176525507 -0.00039025499098373499 0.00058372786833673761 -0.00030372798813330007 0.00048749479038097561 0.00032501591753394558 -0.00052049472995402987 -0.00029056108545656251 0.00036928173944716453
leaf_weight=0.0010349623253435416 0.0016788299893885405 0.0010113496999042517 0.0010998301688698899 0.0014075408422216272 0.0018335391525778786 0.0010775565829865084 0.0014074220974860186 0.0010047855500047781
leaf_count=169 1557 105 152 241 483 99 170 145
internal_value=0 2.70391e-05 -3.21655e-05 4.46058e-05 0.000101524 -5.3092e-07 -0.000171575 -1.57089e-05
internal_weight=0 0.0105209 0.0095095 0.00783067 0.00673084 0.0053233 0.00348976 0.00241221
internal_count=3121 2952 2847 1290 1138 897 414 315
is_linear=0
shrinkage=0.00196078


Tree=4162
num_leaves=9
num_cat=0
split_feature=4 0 1 48 3 2 15 48
split_gain=4.23899e-05 9.96367e-05 7.51008e-05 5.4727e-05 7.66199e-05 4.81344e-05 6.4379e-05 5.26151e-05
threshold=-0.49405499999999997 0.056435000000000006 0.077565000000000009 0.11951500000000001 -0.10519499999999998 0.089775000000000008 -0.016799999999999995 0.016865000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -6 -7
right_child=1 -3 3 -5 5 7 -8 -9
leaf_value=-0.00039452989323765069 -0.00040942833937583026 0.00061114885008101691 0.00053669174780195605 -0.00037897338361413672 -0.00038488764558657974 -5.4450162038189848e-05 0.00019695650441898968 0.00052061971880139573
leaf_weight=0.0010122620440061797 0.0017048622021129797 0.0010100821050066386 0.0012977695174492508 0.0010201225630021016 0.0018636462562398922 0.0013223967290077439 0.0012031139950275096 0.001138145104988211
leaf_count=156 1560 114 164 93 338 220 347 129
internal_value=0 2.55108e-05 -3.64305e-05 4.46268e-05 0.000107941 7.27349e-06 -0.000156626 0.000211553
internal_weight=0 0.0105601 0.00955006 0.00784519 0.00682507 0.0055273 0.00306676 0.00246054
internal_count=3121 2965 2851 1291 1198 1034 685 349
is_linear=0
shrinkage=0.00196078


Tree=4163
num_leaves=8
num_cat=0
split_feature=16 4 0 1 47 48 16
split_gain=1.95418e-05 6.26539e-05 7.00075e-05 4.92086e-05 4.45938e-05 6.2357e-05 8.30004e-05
threshold=0.38525000000000004 -0.35136499999999998 -0.060129999999999996 0.085110000000000005 0.092530000000000015 0.086260000000000017 -0.087989999999999985
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=-0.02356321686035576 0.010468314431252372 -0.019706947582351971 0.023957401363466746 0.036211436179271889 -0.015426025141832174 -0.011757292681923893 0.00024052038846087852
leaf_weight=0.0011604709659294513 0.0014866833293905183 0.0013454344658298456 0.0011629690636678113 0.0011256971048618589 0.0011489991962618379 0.0012076010396270473 0.001491249794459552
leaf_count=142 311 1468 258 225 164 138 415
internal_value=0 -0.00194366 0.00140959 -0.00274019 0.00184962 0.0070397 0.0157136
internal_weight=0 0.00864242 0.00748195 0.00631898 0.00497355 0.00382455 0.00261695
internal_count=3121 2810 2668 2410 942 778 640
is_linear=0
shrinkage=0.1


Tree=4164
num_leaves=7
num_cat=0
split_feature=52 13 2 48 0 2
split_gain=2.05133e-05 5.04526e-05 7.46218e-05 7.12201e-05 4.43391e-05 3.34522e-05
threshold=0.11434500000000002 -0.094514999999999988 0.11215000000000001 0.083985000000000018 -0.077999999999999986 0.10005000000000001
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=0.0021976707345204723 -0.011445474126510612 -0.016814072804565542 -0.02419755926498085 0.021450118316420796 0.0052816953468259962 0.026263742710850291
leaf_weight=0.0011436568996951472 0.0013780296910944302 0.0016737920735895528 0.0013075201483540291 0.0014365713818204943 0.0019854443631127519 0.0011669105602720581
leaf_count=175 501 1153 313 328 508 143
internal_value=0 0.00168465 -0.00288614 0.0025821 -0.00482526 0.0143518
internal_weight=0 0.0087139 0.00640333 0.00509581 0.00365924 0.00231057
internal_count=3121 2620 2302 1989 1661 318
is_linear=0
shrinkage=0.1


Tree=4165
num_leaves=9
num_cat=0
split_feature=41 3 1 133 0 16 16 3
split_gain=8.95714e-05 8.66278e-05 7.40705e-05 7.92909e-05 8.77669e-05 7.84103e-05 6.88231e-05 9.07548e-05
threshold=1.0000000180025095e-35 -0.12018999999999998 0.094385000000000011 0.076280000000000014 -0.13455999999999999 -0.27167499999999994 -0.056919999999999991 0.10732000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -4 -7 -8
right_child=-2 2 5 -5 -6 6 7 -9
leaf_value=0.0004570301610509242 -0.00057030306989737389 -4.5329371889353099e-05 -0.00028166984684278493 0.00013415693555751009 -0.00071801954763429021 0.00060783728651883911 0.00043502851743653677 -0.00037299309250304809
leaf_weight=0.0016287332291209456 0.0010113395471013928 0.0014136966325906132 0.0012789577737429437 0.0016604032023777452 0.0015781110526032979 0.0014826560570473956 0.0011471401663671146 0.0010005478342944296
leaf_count=221 173 104 214 808 1052 192 283 74
internal_value=0 3.90295e-05 -3.21739e-05 -0.000209458 -0.000400158 0.000135826 0.000282908 5.85938e-05
internal_weight=0 0.0111902 0.00956151 0.00465221 0.00299181 0.0049093 0.00363034 0.00214769
internal_count=3121 2948 2727 1964 1156 763 549 357
is_linear=0
shrinkage=0.00196078


Tree=4166
num_leaves=8
num_cat=0
split_feature=4 15 12 52 4 4 1
split_gain=2.08794e-05 4.57864e-05 3.33872e-05 4.87554e-05 6.01292e-05 3.23101e-05 2.43703e-05
threshold=0.24564500000000003 -0.15026499999999995 0.10124000000000001 -0.088204999999999992 -0.0016099999999999997 -0.084369999999999987 0.093575000000000019
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -5 -6
right_child=1 -3 -4 4 6 -7 -8
leaf_value=-0.014820064088281971 0.022103551327437507 -0.0065748060235233975 -0.019572376482514482 0.0041316714789820424 -0.019666400366162264 0.02442382015031631 0.002311744179245818
leaf_weight=0.001683910501740102 0.0011678016190450466 0.0010638735660981578 0.0010026514091165759 0.0017237112117371505 0.0010131091368661008 0.0014403153425126347 0.001005004815491678
leaf_count=555 266 160 343 387 290 1004 116
internal_value=0 0.00843214 -0.00252659 -3.73936e-05 0.00476616 0.013369 -0.00872146
internal_weight=0 0.00223168 0.0078687 0.00686605 0.00518214 0.00316403 0.00201811
internal_count=3121 426 2695 2352 1797 1391 406
is_linear=0
shrinkage=0.1


Tree=4167
num_leaves=8
num_cat=0
split_feature=16 4 0 1 2 151 13
split_gain=1.9155e-05 5.1441e-05 5.80937e-05 3.61835e-05 3.86624e-05 7.40276e-05 1.73021e-05
threshold=0.38525000000000004 -0.35136499999999998 -0.060129999999999996 0.085110000000000005 0.089775000000000008 -0.0083949999999999979 -0.0025349999999999995
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 -5
right_child=-2 2 -4 4 5 -7 -8
leaf_value=-0.021521616750139735 0.010403371145335514 -0.017194351708175501 0.021775907890401965 7.6986984058649899e-05 -0.010275512863965511 0.022415131099921499 -0.018144488270386987
leaf_weight=0.001156860101790975 0.0014824162662462762 0.0013431002345198626 0.0011533342179072554 0.0010418099320829914 0.0011823897932356012 0.0016725852645811364 0.001042647286080002
leaf_count=142 311 1468 258 438 153 219 132
internal_value=0 -0.00190543 0.00114642 -0.0026407 0.00131664 0.00887628 -0.00903741
internal_weight=0 0.00859273 0.00743587 0.00628253 0.00493943 0.00285498 0.00208446
internal_count=3121 2810 2668 2410 942 372 570
is_linear=0
shrinkage=0.1


Tree=4168
num_leaves=9
num_cat=0
split_feature=11 3 1 3 4 3 15 4
split_gain=6.90012e-05 8.74763e-05 6.77379e-05 9.54901e-05 0.000129026 8.18092e-05 6.13532e-05 3.69866e-05
threshold=0.081790000000000015 -0.12018999999999998 0.094385000000000011 0.090900000000000009 -0.077679999999999985 0.083060000000000009 -0.085319999999999993 0.056795000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -4 -7
right_child=-2 2 5 -5 -6 7 -8 -9
leaf_value=0.00046513857926832225 -0.00050285419552347139 2.4023624340712752e-05 0.00076308346833732369 0.00018000627262016269 -0.00080253259981536795 0.00019491864786005405 8.6453398054639415e-05 -0.00026469217017577334
leaf_weight=0.0015576425231660423 0.0010018309575022177 0.0013508655658617452 0.0010164910379736863 0.0015648116419115371 0.0015699349300821756 0.0010785949363404379 0.001044786251042892 0.0017908954213873701
leaf_count=180 175 703 245 88 1205 128 235 162
internal_value=0 3.4711e-05 -3.64896e-05 -0.000210851 -0.000420252 0.00012213 0.000420124 -9.19319e-05
internal_weight=0 0.010974 0.00941638 0.00448561 0.0029208 0.00493077 0.00206128 0.00286949
internal_count=3121 2946 2766 1996 1908 770 480 290
is_linear=0
shrinkage=0.00196078


Tree=4169
num_leaves=7
num_cat=0
split_feature=15 43 16 3 3 2
split_gain=2.23195e-05 3.2564e-05 5.12498e-05 6.05793e-05 7.39898e-05 8.18595e-05
threshold=-0.11713499999999999 -0.17390999999999998 0.22339500000000004 -0.10831999999999999 0.090900000000000009 0.084055000000000005
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=-0.010308985277706365 0.015390595148948652 0.024905480004287692 -0.01815217572289508 0.0052684655181458907 0.014229851413235711 -0.030015576649540777
leaf_weight=0.0017641757446269233 0.0015043000415687902 0.0010626046538146352 0.0013701400743623129 0.0013197572923599032 0.0017488312061616634 0.0013103757279920598
leaf_count=484 184 139 385 593 182 1154
internal_value=0 0.00207464 -0.000866056 0.00348644 -0.00171113 -0.0123106
internal_weight=0 0.00831601 0.00681171 0.00544157 0.00437896 0.00263013
internal_count=3121 2637 2453 2068 1929 1747
is_linear=0
shrinkage=0.1


Tree=4170
num_leaves=10
num_cat=0
split_feature=484 4 16 16 48 43 13 3 2
split_gain=0.000208866 6.80555e-05 0.0001019 8.83478e-05 0.00010392 0.000111058 5.84103e-05 6.13969e-05 4.11369e-05
threshold=-1.0000000180025095e-35 -0.49405499999999997 -0.014034999999999997 -0.083539999999999989 0.085845000000000019 -0.0037449999999999996 -0.085804999999999979 -0.073884999999999992 0.091545000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -4 -8 -7
right_child=1 2 6 -5 -6 8 7 -9 -10
leaf_value=-0.00083665157008067396 -0.00041166047021769909 -0.00022482730818057623 0.00075535160638251465 -0.00046050533791933119 -0.00028802756433893263 0.00084884648386726028 0.00053317508875440822 -1.8750191151785784e-05 0.00029512746339049206
leaf_weight=0.001078974881785137 0.001047506486272891 0.0010253540123526055 0.0010301401869735015 0.0014959328674419006 0.0018191695973493339 0.0010049031464355947 0.0013560850484158789 0.0018080807997955181 0.0010599079749448763
leaf_count=515 133 429 124 668 198 219 424 260 151
internal_value=0 6.51204e-05 0.000112238 -4.33342e-05 8.37828e-05 0.000302666 0.000349819 0.000217792 0.000564612
internal_weight=0 0.0116471 0.0105996 0.00640527 0.00490933 0.00309017 0.00419431 0.00316417 0.00206481
internal_count=3121 2606 2473 1665 997 799 808 684 370
is_linear=0
shrinkage=0.00196078


Tree=4171
num_leaves=9
num_cat=0
split_feature=11 43 2 13 15 52 13 4
split_gain=7.79224e-05 6.02711e-05 9.36305e-05 7.44588e-05 0.000106784 8.94824e-05 7.44194e-05 3.37642e-05
threshold=0.081790000000000015 -0.04890499999999999 0.096540000000000015 -0.095304999999999987 -1.0000000180025095e-35 -0.0064899999999999992 -0.0034749999999999994 -0.077679999999999985
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 6 7 5 -5 -1 -3
right_child=-2 3 -4 4 -6 -7 -8 -9
leaf_value=0.00030928360842667079 -0.0005373606620252357 0.000446981933114596 0.00069364579347502874 -0.00035077549917073844 -0.00065625968161492235 0.00029572567517890914 -0.00031712733154818089 -1.9211871892015844e-05
leaf_weight=0.0016645381999075195 0.0010136610527260595 0.0011456413295891157 0.0011521263887674365 0.0016230899820470547 0.00148507183254674 0.00167002601437437 0.0012975872361735089 0.0012478698020833689
leaf_count=786 175 70 392 188 799 263 229 219
internal_value=0 3.01725e-05 0.000219355 -7.83575e-05 -0.000219762 -2.29177e-05 3.48783e-05 0.000203929
internal_weight=0 0.011286 0.00411425 0.0071717 0.00477819 0.00329312 0.00296213 0.00239351
internal_count=3121 2946 1407 1539 1250 451 1015 289
is_linear=0
shrinkage=0.00196078


Tree=4172
num_leaves=9
num_cat=0
split_feature=11 3 3 13 47 49 52 15
split_gain=6.19085e-05 5.75446e-05 6.33818e-05 6.27812e-05 8.0075e-05 0.000145678 7.07873e-05 6.22421e-05
threshold=0.081790000000000015 -0.12018999999999998 -0.078934999999999991 -0.061684999999999997 0.092710000000000015 -0.054984999999999992 -0.0064899999999999992 -0.028889999999999996
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=0.00038013678652794021 -0.00047320104355413585 -0.00036831220265130663 0.0006066972403275606 -0.00054796859421917898 -0.0005031575754697534 -5.2948241967684945e-05 0.00059705665435132757 2.96779241623836e-05
leaf_weight=0.00157100736221582 0.0010164473138187325 0.00169861726185802 0.0012561141779620303 0.0010665254832321206 0.001300596409925863 0.0011477849380366254 0.0014679774981095452 0.0016799822801595867
leaf_count=180 175 1392 405 135 115 196 259 264
internal_value=0 3.22096e-05 -2.46233e-05 4.90978e-05 -8.49177e-05 6.28061e-05 0.000311837 0.000276537
internal_weight=0 0.0111886 0.0096176 0.00791898 0.00498288 0.00368229 0.00261576 0.0029361
internal_count=3121 2946 2766 1374 705 590 455 669
is_linear=0
shrinkage=0.00196078


Tree=4173
num_leaves=8
num_cat=0
split_feature=14 15 16 160 2 0 16
split_gain=2.79849e-05 4.71537e-05 2.96716e-05 0.000101623 9.00305e-05 5.47298e-05 4.76463e-05
threshold=-1.0000000180025095e-35 -0.10653 -0.014034999999999997 -0.063384999999999983 0.092755000000000018 -0.10224499999999999 0.38525000000000004
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=-0.015944669521230165 0.019014704895413889 -0.012215090174311794 0.031903560332109504 -0.015158633928255555 -0.027780355060369924 0.018515669070097902 0.010054606790939877
leaf_weight=0.0010062024501237424 0.0013324152441157007 0.0010802165390049515 0.0010195589723808107 0.0017778774314844014 0.0014044500973647285 0.0012503287473846353 0.0012957485890625303
leaf_count=161 388 117 317 501 428 947 262
internal_value=0 0.00162443 -0.00133553 0.00454551 -0.00778057 0.00427185 -0.00452949
internal_weight=0 0.0091606 0.00782818 0.00409318 0.003735 0.00233055 0.00307363
internal_count=3121 2960 2572 1080 1492 1064 763
is_linear=0
shrinkage=0.1


Tree=4174
num_leaves=10
num_cat=0
split_feature=484 48 4 42 43 47 16 51 0
split_gain=0.000186825 6.19995e-05 0.000112178 7.41974e-05 0.000109615 0.00010333 9.64845e-05 0.000135762 0.000120862
threshold=-1.0000000180025095e-35 0.11951500000000001 0.27834500000000006 0.091735000000000025 0.12450000000000001 0.092165000000000011 -0.014034999999999997 0.081440000000000026 -0.055064999999999996
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=-0.00079849821828002949 -0.00065337045264314629 -0.00040077715332746542 0.00065104995088488223 -0.00043257487520047971 0.00067240298672136434 0.00054130870642330256 0.00057204344586207626 0.00020772738562913978 -0.00023793745200707079
leaf_weight=0.0010548469239776018 0.0019341677792046089 0.0010099377049509672 0.0012836681009258883 0.0011541896763967363 0.0011062651894071804 0.0011673125356316885 0.001402250715452847 0.0011067311205171563 0.0014311221607451342
leaf_count=515 732 93 297 431 149 124 392 185 203
internal_value=0 6.34059e-05 0.000107692 3.2709e-05 9.86191e-05 8.47501e-06 -9.74076e-05 -0.000339975 0.000162926
internal_weight=0 0.0115956 0.0105857 0.00930204 0.00814785 0.00704158 0.00587427 0.0030409 0.00283337
internal_count=3121 2606 2513 2216 1785 1636 1512 917 595
is_linear=0
shrinkage=0.00196078


Tree=4175
num_leaves=8
num_cat=0
split_feature=14 49 4 15 3 52 3
split_gain=2.31365e-05 4.19935e-05 5.20417e-05 4.15101e-05 9.04828e-05 9.20458e-05 4.33027e-05
threshold=-1.0000000180025095e-35 0.0093850000000000027 0.15285000000000001 1.0000000180025095e-35 -0.077774999999999983 -0.081429999999999989 0.088060000000000013
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=-0.014486273367256922 -0.024166582808511555 0.020104082594330476 0.015221372931570118 -0.018360471416692507 0.029659905657899693 0.011114536019160501 -0.016092663815964321
leaf_weight=0.0010082221444418357 0.0011853030607235746 0.0010687758115729184 0.0015915868502204243 0.0017040767794949483 0.001246972091031754 0.0010590459470620046 0.0013068628881252875
leaf_count=161 524 585 301 1144 172 163 71
internal_value=0 0.00147398 -0.000986091 -0.00495326 -0.000191687 0.00767392 -0.00391397
internal_weight=0 0.00916262 0.00809385 0.00650226 0.00479818 0.00361288 0.00236591
internal_count=3121 2960 2375 2074 930 406 234
is_linear=0
shrinkage=0.1


Tree=4176
num_leaves=9
num_cat=0
split_feature=41 13 52 16 52 43 16 15
split_gain=9.85769e-05 9.00714e-05 0.00018819 0.00011856 6.23611e-05 7.62187e-05 0.000100475 5.8862e-05
threshold=1.0000000180025095e-35 -0.0034749999999999994 -0.013374999999999998 -0.078844999999999985 -0.0064899999999999992 -0.0092949999999999994 -0.16075999999999999 -0.07490999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 7 -6 -7 -3
right_child=-2 4 3 -5 5 6 -8 -9
leaf_value=0.00081625616766207922 -0.00059396995944227548 -4.567937064563271e-05 0.00028310610140108375 -0.00052242396657331189 -0.00034461276379761354 -0.00012659751425689279 0.00065437550308613342 -0.00061086127815513443
leaf_weight=0.0015449186246675583 0.0010025190231933859 0.0014730808528423127 0.0018200869574917632 0.0011440324729397782 0.0011725212274189172 0.0012793985943411099 0.0012542716092227772 0.0013649017932832607
leaf_count=652 173 135 792 547 247 108 171 296
internal_value=0 4.81609e-05 0.000261399 -2.77965e-05 -9.87634e-05 6.8731e-05 0.000260016 -0.000317498
internal_weight=0 0.0110532 0.00450904 0.00296412 0.00654417 0.00370619 0.00253367 0.00283798
internal_count=3121 2948 1991 1339 957 526 279 431
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Tree=4177
num_leaves=9
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split_feature=147 52 11 2 43 4 13 16
split_gain=6.303e-05 9.70282e-05 8.34039e-05 8.46462e-05 0.000105347 9.32061e-05 0.000103042 5.61036e-05
threshold=1.0000000180025095e-35 0.15116000000000002 1.0000000180025095e-35 0.089885000000000007 -0.074359999999999996 0.19806500000000002 -0.076384999999999995 -0.073404999999999984
decision_type=2 2 2 2 2 2 2 2
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right_child=-2 -3 -4 5 -6 -7 7 -9
leaf_value=0.00018032699485959813 0.00044998063306872396 -0.0006166491600485426 -0.00050313068517963738 0.00077099013371016766 -0.00048111674433009487 -0.00025457132062768308 0.00044684750619231951 -0.00018694463349927756
leaf_weight=0.0018639625323430891 0.0010592832560105412 0.0010527754943045623 0.0010801470515254827 0.0015939451556392639 0.0018392176349589749 0.0011066827410246348 0.0010205271459160633 0.0011332876797102705
leaf_count=563 183 372 210 249 821 203 153 367
internal_value=0 -5.14529e-05 1.02859e-05 7.50896e-05 -0.000148185 0.000245413 0.000393055 0.000113361
internal_weight=0 0.0106905 0.00963777 0.00855762 0.00370318 0.00485444 0.00374776 0.00215381
internal_count=3121 2938 2566 2356 1384 972 769 520
is_linear=0
shrinkage=0.00196078


Tree=4178
num_leaves=9
num_cat=0
split_feature=42 43 3 133 13 52 2 4
split_gain=6.04254e-05 9.42353e-05 0.000177975 0.000143362 0.000118356 7.83503e-05 0.000125274 0.000118719
threshold=-0.098769999999999983 -0.04890499999999999 -0.077774999999999983 -0.0061299999999999992 -0.017449999999999997 -0.0064899999999999992 0.10613000000000002 0.0052350000000000009
decision_type=2 2 2 2 2 2 2 2
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leaf_weight=0.0010205997717747392 0.0010826555956652065 0.0010669185164807722 0.0012740053536861601 0.0014481384204978395 0.001086301496883017 0.0019007030836366546 0.0019075214348118776 0.0011349655720408747
leaf_count=221 580 689 459 280 266 374 174 78
internal_value=0 3.46707e-05 0.00030299 -8.91939e-05 -3.86777e-05 2.18767e-05 0.000200675 -0.000241723
internal_weight=0 0.0109012 0.00344296 0.00745825 0.00216896 0.00639133 0.00380822 0.0025831
internal_count=3121 2900 1305 1595 846 906 548 358
is_linear=0
shrinkage=0.00196078


Tree=4179
num_leaves=7
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split_feature=15 131 151 13 15 0
split_gain=2.13744e-05 3.10894e-05 4.49051e-05 7.04671e-05 7.5342e-05 7.39658e-05
threshold=-0.11713499999999999 0.084390000000000007 -0.077429999999999985 -0.095304999999999987 1.0000000180025095e-35 -0.10151999999999999
decision_type=2 2 2 2 2 2
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leaf_value=-0.010007478193438111 0.023614679750772707 -0.014228283279847938 0.019315362791264584 0.019020878277572074 -0.02551960967205107 -0.010376642397283796
leaf_weight=0.0017981713007036272 0.0010328837252140521 0.0010351648300456285 0.0015964036647070651 0.0015449720303406327 0.0012971258199925978 0.0019188848835794427
leaf_count=484 344 413 202 110 904 664
internal_value=0 0.00200236 0.0042758 0.00113382 -0.00496263 0.00273543
internal_weight=0 0.00842543 0.00739027 0.00635739 0.00476098 0.00346386
internal_count=3121 2637 2224 1880 1678 774
is_linear=0
shrinkage=0.1


Tree=4180
num_leaves=7
num_cat=0
split_feature=475 42 43 2 0 0
split_gain=2.05897e-05 4.72331e-05 7.35821e-05 5.85695e-05 5.2491e-05 5.50353e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 0.089885000000000007 -0.071924999999999989 -0.23001499999999997
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5
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leaf_value=-0.013100385138647912 -0.014658270944548491 0.021224003432236557 -0.017320410167380711 -0.0038279311845940004 -0.010879114873032987 0.025397317837716302
leaf_weight=0.0010880413418552478 0.0015163124634788557 0.0019840982067999323 0.0016052388824185767 0.0010926260351498103 0.0013365944931442598 0.0015705646534279923
leaf_count=501 809 662 561 75 238 275
internal_value=0 0.00145465 0.00467403 -0.00118442 0.00529145 0.0134071
internal_weight=0 0.00910543 0.00758912 0.00560502 0.00399979 0.00266319
internal_count=3121 2620 1811 1149 588 350
is_linear=0
shrinkage=0.1


Tree=4181
num_leaves=9
num_cat=0
split_feature=11 3 3 43 52 2 3 1
split_gain=5.76862e-05 7.30007e-05 6.31798e-05 5.25019e-05 5.21225e-05 0.000100008 6.63113e-05 2.46959e-05
threshold=0.081365000000000007 -0.12018999999999998 -0.078934999999999991 -0.067199999999999996 -0.0064899999999999992 0.10613000000000002 0.10299500000000002 0.089875000000000024
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 6 7 -5 -6
right_child=-2 2 3 4 5 -7 -8 -9
leaf_value=0.00043677262973100458 -0.00045736017425403636 -0.00037334421538602527 0.00034190466132563593 -0.00061928200139402256 0.00060140231204601328 -0.00025396053884872379 5.858285410254525e-05 0.00017055177897529541
leaf_weight=0.001481150824306607 0.001011613646875408 0.0017029688441083926 0.0017560710210147747 0.0011149237202040647 0.001038938058833472 0.0017022162455267338 0.0011044497707955736 0.0010074796483222348
leaf_count=178 178 1392 466 200 218 208 113 168
internal_value=0 3.2099e-05 -3.14821e-05 4.389e-05 -4.38e-05 9.71958e-05 -0.000281949 0.000389289
internal_weight=0 0.0109082 0.00942705 0.00772408 0.00596801 0.00374863 0.00221937 0.00204642
internal_count=3121 2943 2765 1373 907 594 313 386
is_linear=0
shrinkage=0.00196078


Tree=4182
num_leaves=8
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split_feature=52 0 15 150 15 13 3
split_gain=2.13292e-05 6.01244e-05 6.5285e-05 9.46441e-05 0.000132487 7.67239e-05 5.69183e-05
threshold=0.11434500000000002 -0.019414999999999998 -0.0063699999999999989 0.081835000000000019 -0.10653 -0.0034749999999999994 -0.074479999999999977
decision_type=2 2 2 2 2 2 2
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leaf_value=-0.0014628949299534504 -0.011616701001577093 0.00037311251666440732 0.024545913106916173 0.011559780665441865 -0.044729702701892526 -0.010733028943405229 0.03342721468017084
leaf_weight=0.0015862573381067945 0.0013878738419022133 0.0010639236252575164 0.0014739562567121318 0.0013245153414151575 0.0012778447704858702 0.0010596140174339063 0.0010207935240604885
leaf_count=336 501 175 753 311 622 291 132
internal_value=0 0.00172126 -0.00288006 -0.0105445 -0.0207668 0.00979122 0.0165582
internal_weight=0 0.0088069 0.00672219 0.00418862 0.0028641 0.00253357 0.00208472
internal_count=3121 2620 2313 1269 958 1044 307
is_linear=0
shrinkage=0.1


Tree=4183
num_leaves=9
num_cat=0
split_feature=11 3 1 133 0 16 13 4
split_gain=5.78248e-05 6.47754e-05 8.5701e-05 9.35997e-05 0.0001016 8.55098e-05 6.89724e-05 7.81374e-05
threshold=0.081365000000000007 -0.12018999999999998 0.094385000000000011 0.076280000000000014 -0.13455999999999999 -0.36241499999999999 -0.061684999999999997 0.076415000000000025
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -4 -7 -8
right_child=-2 2 5 -5 -6 6 7 -9
leaf_value=0.0004104289062088881 -0.00045004753284133634 -4.4751540634159876e-05 -0.00031562409821711204 0.00015857532804149666 -0.00077294035939669812 0.00070938949642425592 0.00041070163382675917 -0.00026936702314974206
leaf_weight=0.0015021791724286566 0.0010474285561013564 0.0013978637609538018 0.0011511854197294113 0.0016145643369167143 0.0015573680161574377 0.0010951588026140787 0.0015457526547945934 0.0011203339640771025
leaf_count=178 178 102 206 807 1087 259 233 71
internal_value=0 3.21249e-05 -2.78062e-05 -0.000221077 -0.000428497 0.000151985 0.000295103 0.000124925
internal_weight=0 0.0109844 0.00948223 0.0045698 0.00295523 0.00491243 0.00376125 0.00266609
internal_count=3121 2943 2765 1996 1189 769 563 304
is_linear=0
shrinkage=0.00196078


Tree=4184
num_leaves=8
num_cat=0
split_feature=484 4 150 48 15 3 2
split_gain=0.00023545 6.34934e-05 8.47092e-05 8.09179e-05 6.1538e-05 9.16602e-05 0.000130087
threshold=-1.0000000180025095e-35 0.27044500000000005 0.089910000000000018 0.016865000000000002 -0.016799999999999995 -0.08824499999999999 0.084055000000000005
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -7
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leaf_value=-0.00091703122675239497 -0.0003424553516896735 0.00041466098447465307 -0.00045265155238877864 0.00044524306041219619 -0.00027456803420874607 0.0007825487066895929 -4.1358250994579795e-05
leaf_weight=0.0010146842793958598 0.0017026451308354024 0.0017300119343227572 0.0013302767686562229 0.0018225137280364024 0.0016869242162027851 0.0012451874285766443 0.0018044955824480153
leaf_count=515 392 346 197 390 425 302 554
internal_value=0 6.89108e-05 6.55162e-06 8.04907e-05 -2.27459e-05 9.21785e-05 0.000295043
internal_weight=0 0.0113221 0.00959204 0.00826177 0.00643925 0.00473661 0.00304968
internal_count=3121 2606 2260 2063 1673 1281 856
is_linear=0
shrinkage=0.00196078


Tree=4185
num_leaves=11
num_cat=0
split_feature=484 42 43 133 3 16 48 2 48 3
split_gain=0.000127559 6.05987e-05 8.7807e-05 0.000124179 0.000121327 0.00010454 0.000182609 6.98929e-05 5.82878e-05 3.27624e-05
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decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 9 6 7 -5 -8 -3
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leaf_value=-0.00066101548773540289 -0.00039150773620877139 0.00035744676347618221 -0.00061184362098437865 0.00075859828419299875 0.00093263166459487225 -0.00044350702412988396 -0.00054662311296412545 0.00012321991067850931 0.00010772771035357987 -0.00013382368475461822
leaf_weight=0.0010284336219672898 0.0010389562740037188 0.0010331472502624756 0.0011248688770126207 0.0018916971490839259 0.0010263224715993005 0.0011243779673590819 0.0010609067299088772 0.0010269808503626454 0.0010329790409824165 0.0010547096471077429
leaf_count=515 191 87 661 407 306 176 97 162 69 450
internal_value=0 5.99744e-05 0.000105182 -1.29398e-05 0.000380624 9.68361e-05 0.000218042 0.000535031 -0.000223811 0.000109275
internal_weight=0 0.0114149 0.010376 0.00726181 0.00311418 0.00613694 0.00501256 0.00291868 0.00209389 0.00208786
internal_count=3121 2606 2415 1572 843 911 735 569 166 537
is_linear=0
shrinkage=0.00196078


Tree=4186
num_leaves=7
num_cat=0
split_feature=1 457 151 12 2 1
split_gain=2.13002e-05 4.90711e-05 5.0938e-05 5.156e-05 9.04504e-05 5.83004e-05
threshold=0.12337000000000002 0.087995000000000004 -0.0077149999999999988 0.095330000000000012 0.099185000000000009 0.083835000000000007
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_count=396 294 146 973 573 298 441
internal_value=0 -0.00209945 -0.00490323 -0.00105174 0.00462538 -0.00604006
internal_weight=0 0.00860023 0.00755881 0.00619511 0.00446575 0.00285969
internal_count=3121 2827 2681 2285 1712 1414
is_linear=0
shrinkage=0.1


Tree=4187
num_leaves=7
num_cat=0
split_feature=15 47 151 13 1 133
split_gain=1.94683e-05 3.17165e-05 6.80977e-05 6.80637e-05 6.39455e-05 5.28146e-05
threshold=-0.11713499999999999 0.085270000000000026 -0.024429999999999997 -0.0034749999999999994 0.086560000000000012 0.083950000000000011
decision_type=2 2 2 2 2 2
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leaf_value=-0.0095283218307312522 0.018515871324542885 0.013261351326662766 -0.0076482738935260419 -0.0017003764196588504 -0.033348975486231024 0.021164544110061273
leaf_weight=0.0018010810812383081 0.0013590465053204652 0.0019089737971800585 0.0014766287881176298 0.0012230086305338645 0.0013355922473670444 0.0011177507133992768
leaf_count=484 417 240 819 380 231 550
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internal_weight=0 0.008421 0.00651203 0.00515298 0.0025586 0.00259438
internal_count=3121 2637 2397 1980 611 1369
is_linear=0
shrinkage=0.1


Tree=4188
num_leaves=8
num_cat=0
split_feature=52 0 3 47 1 15 4
split_gain=1.93003e-05 4.58612e-05 6.06264e-05 6.99725e-05 0.000109819 8.11313e-05 4.83588e-05
threshold=0.11434500000000002 -0.019414999999999998 0.12178000000000001 0.092530000000000015 0.095285000000000022 -0.0063699999999999989 -0.42529999999999996
decision_type=2 2 2 2 2 2 2
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leaf_count=717 501 164 146 217 302 931 143
internal_value=0 0.00164358 -0.00238115 0.00190782 0.00781406 -0.0033064 0.014585
internal_weight=0 0.00880494 0.00671623 0.00557927 0.00436513 0.00292658 0.00208871
internal_count=3121 2620 2313 2167 1950 1648 307
is_linear=0
shrinkage=0.1


Tree=4189
num_leaves=11
num_cat=0
split_feature=484 42 43 3 133 16 48 48 13 0
split_gain=0.000154606 8.22646e-05 0.00012757 0.000296472 0.000135813 0.000127466 0.000146981 8.66826e-05 7.66246e-05 4.56024e-05
threshold=-1.0000000180025095e-35 -0.095859999999999987 -0.074359999999999996 -0.077774999999999983 -0.0061299999999999992 0.22339500000000004 0.084485000000000018 0.10891500000000001 -0.017449999999999997 -0.10224499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 8 -4 6 9 -8 -3 -6
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leaf_weight=0.0010675502688618924 0.0010925195787780161 0.0010579582606508782 0.0011453563092809881 0.001036831317446548 0.0015853556254452413 0.0011647576162901133 0.0010809672341754849 0.0011009675667072306 0.0010864469125007761 0.0012817132394628292
leaf_count=515 210 350 655 282 153 176 97 69 198 416
internal_value=0 5.49212e-05 0.000108007 0.000436096 -3.38209e-05 8.0541e-05 0.000215426 -0.000168065 1.98754e-05 0.000507276
internal_weight=0 0.0116329 0.0105404 0.00318124 0.00735912 0.00621376 0.005049 0.00218193 0.00214441 0.00286707
internal_count=3121 2606 2396 830 1566 911 735 166 548 569
is_linear=0
shrinkage=0.00196078


Tree=4190
num_leaves=10
num_cat=0
split_feature=147 52 2 12 12 52 4 0 3
split_gain=5.49473e-05 9.65202e-05 7.62878e-05 6.27831e-05 0.000101423 9.25693e-05 0.000113262 4.90492e-05 9.73397e-05
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decision_type=2 2 2 2 2 2 2 2 2
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internal_weight=0 0.0107382 0.00972428 0.00597662 0.00494687 0.003835 0.00275239 0.00374766 0.0024265
internal_count=3121 2938 2575 1846 1695 1104 870 729 645
is_linear=0
shrinkage=0.00196078


Tree=4191
num_leaves=9
num_cat=0
split_feature=50 4 12 3 2 1 3 4
split_gain=1.95145e-05 3.14884e-05 5.28415e-05 6.55054e-05 6.80129e-05 7.01341e-05 4.90771e-05 4.56837e-05
threshold=0.088425000000000017 0.27834500000000006 -0.029094999999999999 0.092670000000000016 0.093175000000000022 0.077565000000000009 -0.074084999999999998 0.0052350000000000009
decision_type=2 2 2 2 2 2 2 2
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right_child=-2 -3 3 7 -6 6 -8 -9
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internal_value=0 0.00149842 -0.00090191 0.00246568 -0.0042255 0.00317845 0.0128689 0.0172053
internal_weight=0 0.00902511 0.00774596 0.00664182 0.00456809 0.00333879 0.00230732 0.00207372
internal_count=3121 2561 2246 2033 1872 1297 387 161
is_linear=0
shrinkage=0.1


Tree=4192
num_leaves=8
num_cat=0
split_feature=11 2 52 48 52 3 13
split_gain=2.12417e-05 3.14494e-05 6.32559e-05 4.77866e-05 5.41146e-05 4.66816e-05 3.99875e-05
threshold=1.0000000180025095e-35 0.089885000000000007 -0.013374999999999998 0.016865000000000002 0.096795000000000006 -0.078934999999999991 -0.0025349999999999995
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=-0.021199317309547754 -0.012694855935791208 0.020795824702157774 -0.025021408714462935 0.015564900269980558 0.0054652881374934945 0.017753044244643437 -0.0084799792805098483
leaf_weight=0.0012566965725676832 0.0011805021564728997 0.0019520677064615894 0.0011697693533663444 0.0010845940024689312 0.0011591945826158777 0.0010075876275263593 0.0013726882884327247
leaf_count=1093 244 496 325 163 289 362 149
internal_value=0 0.00157163 0.00643774 -0.00177303 -0.00984727 -0.00560734 0.00262465
internal_weight=0 0.0090026 0.00536563 0.00341356 0.00232896 0.00363697 0.00238028
internal_count=3121 2877 1273 777 614 1604 511
is_linear=0
shrinkage=0.1


Tree=4193
num_leaves=9
num_cat=0
split_feature=41 3 42 3 4 1 16 4
split_gain=8.76803e-05 6.41151e-05 5.45583e-05 5.70159e-05 8.69608e-05 8.66084e-05 7.21575e-05 6.97874e-05
threshold=1.0000000180025095e-35 -0.12018999999999998 0.091295000000000015 -0.078934999999999991 0.053925000000000008 0.094385000000000011 -0.088159999999999988 0.24564500000000003
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5 -6
right_child=-2 2 -4 4 7 -7 -8 -9
leaf_value=0.00041532210588506404 -0.00056334803258183521 -0.00044898091916715323 0.00036915576155177073 0.00036620780600117212 -0.00066941257769368963 0.00050912631904759221 -0.00028722064626486875 1.1014364621466992e-06
leaf_weight=0.0015176489176263108 0.0010069495485011482 0.0013231466815756708 0.0012141016896540313 0.0010119604373122239 0.0011004188724244568 0.0016767167917390944 0.0018152909957006138 0.0013039696624927305
leaf_count=221 173 1221 613 82 95 252 265 199
internal_value=0 4.12377e-05 -1.88674e-05 -7.60986e-05 -4.68108e-06 0.000156053 -5.33385e-05 -0.000305773
internal_weight=0 0.0109633 0.00944561 0.0082315 0.00690836 0.00450397 0.00282725 0.00240439
internal_count=3121 2948 2727 2114 893 599 347 294
is_linear=0
shrinkage=0.00196078


Tree=4194
num_leaves=7
num_cat=0
split_feature=52 52 52 13 2 12
split_gain=1.91468e-05 5.2893e-05 5.43741e-05 5.40536e-05 6.47756e-05 6.44445e-05
threshold=-0.24456499999999998 -0.081429999999999989 -0.0064899999999999992 -0.0039049999999999992 0.091265000000000013 0.091475000000000015
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=-0.012751310528467123 0.018852900497072497 -0.019478037877446643 0.0055455823590855151 0.026942732080129872 -0.001211926467232093 -0.024526667273426495
leaf_weight=0.0010679697310762544 0.0014587608159496298 0.001434048950968457 0.001592126401581501 0.0014229685873865965 0.0019194476338214488 0.0012899983443649852
leaf_count=364 407 438 896 287 271 458
internal_value=0 0.00140082 -0.00192335 0.00212101 0.0107744 -0.00791433
internal_weight=0 0.00911735 0.00765859 0.00622454 0.00334242 0.00288212
internal_count=3121 2757 2350 1912 558 1354
is_linear=0
shrinkage=0.1


Tree=4195
num_leaves=7
num_cat=0
split_feature=0 1 12 15 1 2
split_gain=1.91181e-05 5.45297e-05 3.9746e-05 8.597e-05 9.40177e-05 0.000106829
threshold=0.041630000000000007 0.077565000000000009 0.10097500000000002 1.0000000180025095e-35 0.11103500000000001 0.090545000000000014
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=-0.020334357777649796 0.0090524831859907558 -0.0010015120242216834 0.018829051944657282 -0.02738312452152647 -0.012904193000930828 0.038661550402645961
leaf_weight=0.0013736743241210886 0.0018719347851737832 0.0016076192906318751 0.0011086734501328209 0.0010734424243324051 0.0019448613674727749 0.0011756966122045548
leaf_count=1554 252 287 165 356 339 168
internal_value=0 -0.00213719 0.00148017 -0.00183515 0.00396502 0.0157525
internal_weight=0 0.00828397 0.00691029 0.00580162 0.00472818 0.00278332
internal_count=3121 2869 1315 1150 794 455
is_linear=0
shrinkage=0.1


Tree=4196
num_leaves=8
num_cat=0
split_feature=52 11 4 13 1 3 16
split_gain=1.82148e-05 3.74754e-05 5.50318e-05 4.53696e-05 6.22795e-05 7.31469e-05 4.24813e-05
threshold=0.15116000000000002 1.0000000180025095e-35 -0.083854999999999985 -0.094514999999999988 0.094385000000000011 0.10732000000000001 0.15273500000000004
decision_type=2 2 2 2 2 2 2
left_child=1 2 6 -4 -5 -6 -1
right_child=-2 -3 3 4 5 -7 -8
leaf_value=0.029961933740580433 -0.012552815104664418 -0.016620207038751673 0.015483561812800729 -0.021362387985449861 0.016386623667461384 -0.017264152957217518 0.0035226569671453472
leaf_weight=0.0011698357445355219 0.0010472357604245511 0.0010262156178336554 0.0011977270344384625 0.0017149145180144132 0.0016251326535982637 0.0010721002964537152 0.0012647167420848744
leaf_count=385 377 223 233 1314 408 79 102
internal_value=0 0.00137606 0.00367182 -0.00177688 -0.00646242 0.00301106 0.0162271
internal_weight=0 0.00907064 0.00804443 0.00560987 0.00441215 0.00269723 0.00243455
internal_count=3121 2744 2521 2034 1801 487 487
is_linear=0
shrinkage=0.1


Tree=4197
num_leaves=7
num_cat=0
split_feature=4 4 2 2 48 12
split_gain=1.77468e-05 2.79528e-05 4.64676e-05 5.9065e-05 5.52781e-05 5.04885e-05
threshold=0.27287000000000006 0.098655000000000007 0.10981000000000002 0.092875000000000013 0.083985000000000018 0.084100000000000022
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=0.0099336102186429343 0.0096209051193287126 -0.013681942954715587 0.015835416668060889 -0.02013316718875767 0.022564163351664411 -0.017553066364785808
leaf_weight=0.0012756907752104803 0.001594676206128731 0.0016224238624809274 0.0016003737253948141 0.0015351179391165761 0.0010544094066774678 0.0014034590744465688
leaf_count=294 352 195 352 483 248 1197
internal_value=0 -0.00187636 0.000912043 -0.00362097 0.00316831 -0.00446515
internal_weight=0 0.00849147 0.00686905 0.00526868 0.00373356 0.00267915
internal_count=3121 2769 2574 2222 1739 1491
is_linear=0
shrinkage=0.1


Tree=4198
num_leaves=9
num_cat=0
split_feature=484 4 150 49 12 47 13 12
split_gain=0.000150415 5.15255e-05 6.14809e-05 6.28872e-05 7.42576e-05 9.23531e-05 0.000135838 0.00017425
threshold=-1.0000000180025095e-35 0.27044500000000005 0.089910000000000018 -0.072814999999999977 -0.040564999999999997 0.092165000000000011 -0.095304999999999987 0.084100000000000022
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=-0.00072374700241029501 0.00046380447868755916 0.00035788832575866597 -0.00039887866833587256 -0.00049990734845068655 0.00038544321363415292 0.00047066028791652902 0.00015911039418140682 -0.00080596187404705609
leaf_weight=0.0010557314029405471 0.0012373210457648472 0.0017647472255689573 0.0013245913031085946 0.0010376427693024508 0.0015740430147690621 0.0016072167631600758 0.0014164461153491808 0.0014614834912200672
leaf_count=515 177 346 197 124 119 169 200 1274
internal_value=0 4.98105e-05 -6.47836e-06 5.58879e-05 -1.52317e-05 6.77696e-05 -7.76789e-05 -0.000330977
internal_weight=0 0.0114235 0.00965874 0.00833415 0.00709683 0.00605919 0.00445197 0.00287793
internal_count=3121 2606 2260 2063 1886 1762 1593 1474
is_linear=0
shrinkage=0.00196078


Tree=4199
num_leaves=8
num_cat=0
split_feature=14 15 16 160 2 52 0
split_gain=1.79451e-05 3.96166e-05 2.34288e-05 8.51594e-05 7.95872e-05 5.93644e-05 5.12483e-05
threshold=-1.0000000180025095e-35 -0.10653 -0.014034999999999997 -0.063384999999999983 0.092755000000000018 0.091275000000000009 -0.10224499999999999
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 4 -4 6 -5 -3
right_child=1 2 3 5 -6 -7 -8
leaf_value=-0.012709256615994603 0.01724455066464459 -0.011867671078566643 0.028982783560525596 -0.014990866868656146 -0.026188515668452719 0.014039000808644378 0.017978059478414628
leaf_weight=0.0010104573717392559 0.0013357575427414246 0.0010710578253987678 0.0010115981798866345 0.0019486288458031515 0.0013784632296551932 0.0011032507926906888 0.0012430301117779185
leaf_count=161 388 117 317 697 428 66 947
internal_value=0 0.00133822 -0.0014012 0.00383805 -0.00716675 -0.0044966 0.00416419
internal_weight=0 0.00909179 0.00775603 0.00406348 0.00369255 0.00305188 0.00231409
internal_count=3121 2960 2572 1080 1492 763 1064
is_linear=0
shrinkage=0.1


Tree=4200
num_leaves=9
num_cat=0
split_feature=41 4 0 42 47 4 49 2
split_gain=0.000107863 6.30241e-05 0.000111227 7.95616e-05 6.67102e-05 8.16052e-05 6.46391e-05 5.37521e-05
threshold=1.0000000180025095e-35 -0.49013999999999996 -0.019414999999999998 -0.025789999999999997 0.087235000000000021 -0.059649999999999988 -0.069799999999999987 0.11215000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -7 -8
right_child=-2 2 -4 4 -6 6 7 -9
leaf_value=-0.00042624938168979497 -0.00062363466582744036 -0.0004764311738283954 0.00054232301063131705 -0.00026949549371525284 -0.00024224269221288777 -4.6103797593254283e-05 0.00069600560701647189 0.00013602975294190752
leaf_weight=0.0010043782639308921 0.0010220034706653553 0.0011807070966572582 0.0017234821128059618 0.001172745275559983 0.001898117009231628 0.0012896651544000142 0.0017434568602793749 0.001059580834227077
leaf_count=155 173 656 178 647 269 197 621 225
internal_value=0 4.21165e-05 8.88416e-05 -4.82348e-06 7.29074e-05 0.000186514 0.000317182 0.000484328
internal_weight=0 0.0110721 0.0100678 0.00834427 0.00716357 0.00526545 0.0040927 0.00280304
internal_count=3121 2948 2793 2615 1959 1690 1043 846
is_linear=0
shrinkage=0.00196078


Tree=4201
num_leaves=7
num_cat=0
split_feature=475 42 43 16 48 2
split_gain=1.92519e-05 4.59273e-05 5.726e-05 6.31012e-05 8.68299e-05 4.51861e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 0.22339500000000004 0.086035000000000014 0.090425000000000019
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=-0.01276551121074538 -0.014558847561482355 0.019216972453800035 0.0010402603009854589 -0.023204009251569051 -0.013104047226670508 0.026600474597410197
leaf_weight=0.001068302282411073 0.0014985151303306132 0.0019788733398165273 0.001238025269558702 0.0010098566380669473 0.0017422721374527029 0.001567118402698305
leaf_count=501 809 662 498 126 197 328
internal_value=0 0.00143024 0.00460957 -0.000591941 0.00442958 0.0153197
internal_weight=0 0.00903466 0.00753615 0.00555727 0.00454742 0.00280514
internal_count=3121 2620 1811 1149 1023 826
is_linear=0
shrinkage=0.1


Tree=4202
num_leaves=8
num_cat=0
split_feature=1 42 51 457 2 1 0
split_gain=2.07063e-05 5.22191e-05 3.77858e-05 4.79587e-05 7.3734e-05 5.19061e-05 3.3142e-05
threshold=0.12500000000000003 0.091545000000000015 -0.076794999999999988 0.080930000000000016 0.11293500000000002 0.090540000000000023 -0.077999999999999986
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=-0.016270800455327205 0.01073225669349793 -0.023209826636829425 -0.009658514265762929 0.023166911283611567 0.023996197053111637 -0.020065407796975101 0.012435584358531083
leaf_weight=0.0010950561555928967 0.0015103762833181154 0.0010194363241314243 0.0012236394482879687 0.0010689268334567615 0.0010326155677497593 0.0015975812419174039 0.0015251651333181549
leaf_count=406 279 601 1043 182 133 282 195
internal_value=0 -0.00196722 0.000903727 0.00382049 -2.40736e-05 -0.00573082 0.00260032
internal_weight=0 0.00856242 0.00754298 0.00644793 0.005379 0.00434639 0.0027488
internal_count=3121 2842 2241 1835 1653 1520 1238
is_linear=0
shrinkage=0.1


Tree=4203
num_leaves=9
num_cat=0
split_feature=484 42 43 16 151 160 2 2
split_gain=0.000198171 5.1472e-05 7.05387e-05 8.99563e-05 0.000121403 0.000156435 0.000111099 0.000103364
threshold=-1.0000000180025095e-35 -0.095859999999999987 -0.17390999999999998 0.22339500000000004 -0.0083949999999999979 -0.079874999999999988 0.089885000000000007 0.11263500000000001
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=-0.00083864268075329316 -0.00034622447656711732 0.00057843289820614513 -0.0002838896100503413 -0.00038169009203380924 -0.00041118415240699158 6.9515388334420597e-05 0.0010224454724100222 0.00024993146984571778
leaf_weight=0.0010054981489259823 0.0010339802214893766 0.0011141986899711786 0.0019017073469843188 0.0015065699742954387 0.0010018905459780545 0.0018197277067594202 0.0015715105781065651 0.0011555809746579297
leaf_count=515 210 114 370 324 365 735 291 197
internal_value=0 7.03924e-05 0.000113165 5.52886e-05 0.000143651 0.000290182 0.000444728 0.000695099
internal_weight=0 0.0111052 0.0100712 0.00895699 0.00745042 0.00554871 0.00454682 0.00272709
internal_count=3121 2606 2396 2282 1958 1588 1223 488
is_linear=0
shrinkage=0.00196078


Tree=4204
num_leaves=9
num_cat=0
split_feature=52 11 4 3 2 4 3 3
split_gain=2.08552e-05 3.14892e-05 4.38591e-05 4.56942e-05 0.00010767 6.49354e-05 3.93824e-05 6.05983e-06
threshold=0.15116000000000002 1.0000000180025095e-35 -0.083854999999999985 0.12178000000000001 0.089885000000000007 0.0082450000000000006 -0.08824499999999999 0.088060000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 6 4 5 -4 -1 -6
right_child=-2 -3 3 -5 7 -7 -8 -9
leaf_value=0.00022246222796117813 -0.013464897547759059 -0.015043228714477212 -0.029869654280146596 -0.019973593587013904 0.025700522459209729 0.0027607634275043317 0.025990942809098607 0.014754526890760325
leaf_weight=0.0010447473298447537 0.0010407362265705431 0.0010224027075923783 0.0010390424734859189 0.0010589280639408047 0.0010194342028627262 0.0014765090605765208 0.0013719312692999873 0.0010037524372972229
leaf_count=241 377 223 890 159 733 184 246 68
internal_value=0 0.00148391 0.0035923 -0.00126843 0.00309565 -0.0107172 0.014851 0.0202699
internal_weight=0 0.00903675 0.00801434 0.00559767 0.00453874 0.00251555 0.00241668 0.00202319
internal_count=3121 2744 2521 2034 1875 1074 487 801
is_linear=0
shrinkage=0.1


Tree=4205
num_leaves=8
num_cat=0
split_feature=4 15 12 52 52 52 1
split_gain=1.80066e-05 4.83979e-05 3.5553e-05 5.6512e-05 5.04651e-05 6.62218e-05 1.73076e-05
threshold=0.24564500000000003 -0.15026499999999995 0.098810000000000023 -0.088204999999999992 -0.057699999999999994 1.0000000180025095e-35 0.077845000000000011
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=-0.01539555018435748 0.022018562399649364 -0.007433351209505331 -0.01794720124097977 0.025807616796578715 -0.012853143299450136 0.0041413089221392354 0.022526317462060814
leaf_weight=0.0016546225023869182 0.0011606370383678761 0.0010745033134372307 0.0012269799070297686 0.0010170598789164161 0.0018609136941057829 0.0010384516211931266 0.0010101206862935331
leaf_count=535 266 160 404 198 644 685 229
internal_value=0 0.00786009 -0.00231944 0.000594169 0.00596445 0.000802217 0.0132067
internal_weight=0 0.00223514 0.00780815 0.00658117 0.00492655 0.00390949 0.00204857
internal_count=3121 426 2695 2291 1756 1558 914
is_linear=0
shrinkage=0.1


Tree=4206
num_leaves=9
num_cat=0
split_feature=159 1 42 0 3 43 457 15
split_gain=5.85183e-05 7.96966e-05 5.13364e-05 7.33901e-05 7.49042e-05 8.11772e-05 5.40572e-05 4.86261e-05
threshold=-0.032739999999999991 0.13146500000000003 0.091735000000000025 -0.084269999999999984 -0.078724999999999976 -0.090299999999999991 0.080930000000000016 -0.10091499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 6 5 -5 7 -2
right_child=1 -3 -4 4 -6 -7 -8 -9
leaf_value=-0.00044461790715040277 -1.5060686606267645e-05 0.00053986858494440659 -0.00040101410982233405 5.4903121850159756e-05 -0.00010274742918222709 0.00080393817864943002 0.00021396035088465083 -0.00048964131536163662
leaf_weight=0.0010282012542572128 0.0016295652548531324 0.0011203506541721314 0.00115242026304302 0.0010035233617904725 0.001437980438475235 0.0012481549743911774 0.0013067806449037281 0.0016918375580105539
leaf_count=421 237 216 478 205 258 510 148 648
internal_value=0 4.53379e-05 -1.31661e-05 4.05695e-05 0.000246849 0.00047011 -0.000123879 -0.0002568
internal_weight=0 0.0105906 0.00947026 0.00831784 0.00368966 0.00225168 0.00462818 0.0033214
internal_count=3121 2700 2484 2006 973 715 1033 885
is_linear=0
shrinkage=0.00196078


Tree=4207
num_leaves=8
num_cat=0
split_feature=52 13 3 2 48 4 47
split_gain=2.17847e-05 4.65793e-05 7.15344e-05 4.92576e-05 6.24923e-05 6.31637e-05 2.22495e-05
threshold=0.11434500000000002 -0.23438999999999996 0.10893000000000001 0.099185000000000009 0.085130000000000025 -0.033174999999999989 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=0.020849581374374759 -0.011728098088609043 -0.010843516783374288 -0.025512582655271107 0.018200434794269429 -0.022746775882545017 0.024741725302128759 0.0044971326266229159
leaf_weight=0.0011192505311813337 0.0013769910676558793 0.0016281353058034309 0.0010291040354760694 0.0015839649958232834 0.0011274761603518933 0.0011509562422548601 0.0010275493881268666
leaf_count=137 501 975 89 554 280 481 104
internal_value=0 0.0018123 -0.00101094 0.00285749 -0.00206795 0.00405685 0.0151928
internal_weight=0 0.00866644 0.00754719 0.00651808 0.00493412 0.00380664 0.00217851
internal_count=3121 2620 2483 2394 1840 1560 585
is_linear=0
shrinkage=0.1


Tree=4208
num_leaves=9
num_cat=0
split_feature=147 52 11 13 1 151 16 16
split_gain=5.1519e-05 6.75257e-05 6.7491e-05 7.43461e-05 6.99393e-05 4.68149e-05 7.84852e-05 7.43732e-05
threshold=1.0000000180025095e-35 0.15915500000000002 1.0000000180025095e-35 -0.084034999999999985 0.077845000000000011 -0.0083949999999999979 0.064860000000000015 -0.074319999999999983
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=6.01416510285374e-05 0.00041903962814584356 -0.00052537722525015105 -0.00046588037549499399 -0.00042825073467229633 0.00070951462728591609 -5.6887084572410625e-05 -0.00031558585139117556 0.00055281509356335304
leaf_weight=0.0014713899442146731 0.0010145819038250353 0.0010110878390916693 0.0010317961298399727 0.0010676040107158559 0.0011253756921040469 0.0017609623324361821 0.0016844202326006326 0.001365791348858133
leaf_count=455 183 363 210 191 261 704 342 412
internal_value=0 -4.36245e-05 7.60901e-06 6.52507e-05 0.000341564 -5.68022e-05 2.56226e-05 0.000209436
internal_weight=0 0.0105184 0.00950734 0.00847554 0.00259677 0.00587878 0.00481117 0.00312675
internal_count=3121 2938 2575 2365 716 1649 1458 1116
is_linear=0
shrinkage=0.00196078


Tree=4209
num_leaves=9
num_cat=0
split_feature=484 4 150 49 42 2 52 4
split_gain=0.000191228 7.234e-05 6.50845e-05 8.79654e-05 4.63906e-05 6.0467e-05 5.78125e-05 6.28664e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 0.089910000000000018 -0.072814999999999977 0.086665000000000006 0.10222000000000002 -0.0064899999999999992 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
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right_child=1 -3 -4 4 -6 -7 7 -9
leaf_value=-0.00095558070038565099 0.00042091358582005406 0.00030217573031434851 -0.0005509382104319278 -0.00030229727979383066 -0.0004543797516941424 -0.00040074573503629516 0.00047598113135439903 -0.00014646757652536698
leaf_weight=0.0010298395596715663 0.0011772057110418181 0.0016828098782487267 0.0012760722740005727 0.0011539803752647401 0.0015769369088276071 0.0015210458440062208 0.0015487727274277137 0.0010445924016524268
leaf_count=515 177 346 197 226 674 275 578 133
internal_value=0 -7.19187e-05 -0.00013962 -7.41956e-05 -0.000159341 -7.10293e-05 6.28025e-05 0.000225262
internal_weight=0 0.0109814 0.00929861 0.00802253 0.00684533 0.00526839 0.00374735 0.00259337
internal_count=3121 2606 2260 2063 1886 1212 937 711
is_linear=0
shrinkage=0.00196078


Tree=4210
num_leaves=9
num_cat=0
split_feature=484 4 150 49 12 16 133 43
split_gain=0.000142167 8.23834e-05 6.11217e-05 6.88581e-05 7.55798e-05 9.02096e-05 0.000114347 0.000106744
threshold=-1.0000000180025095e-35 0.27044500000000005 0.089910000000000018 -0.072814999999999977 -0.040564999999999997 -0.088394999999999987 1.0000000180025095e-35 -0.0030899999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 7 -7
right_child=1 -3 -4 4 5 6 -8 -9
leaf_value=-0.00071553700181500467 0.00046744213977617706 0.00044735953015026075 -0.00041441063625194218 -0.00051678783330048254 -0.00035649690425403963 0.00077906483001254296 -0.00032207518655532469 6.8195625842230897e-05
leaf_weight=0.001011362242363552 0.0012484419179588412 0.0017169866440834231 0.0012992548896872428 0.0010526630768334759 0.0015442699791938363 0.001454672629066726 0.0012127549241145209 0.0018385743517174108
leaf_count=515 177 346 197 124 424 407 518 413
internal_value=0 5.16201e-05 -1.87877e-05 4.27609e-05 -3.18829e-05 5.24838e-05 0.000192647 0.000382196
internal_weight=0 0.0113676 0.00965063 0.00835138 0.00710293 0.00605027 0.004506 0.00329325
internal_count=3121 2606 2260 2063 1886 1762 1338 820
is_linear=0
shrinkage=0.00196078


Tree=4211
num_leaves=9
num_cat=0
split_feature=147 52 11 13 1 151 16 2
split_gain=4.91294e-05 7.30049e-05 6.65383e-05 7.95455e-05 5.54961e-05 4.45495e-05 8.28461e-05 9.04611e-05
threshold=1.0000000180025095e-35 0.15915500000000002 1.0000000180025095e-35 -0.084034999999999985 0.086720000000000005 -0.0083949999999999979 0.064860000000000015 0.089885000000000007
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=0.00012830928944606882 0.0004105698875226913 -0.00054008729535526365 -0.00045806622117261985 -0.00042286310410682629 0.00071373636873163526 -0.0001596822760876166 -0.00032879774023844858 0.00050713329305058759
leaf_weight=0.0016442957209945965 0.0010070762207858115 0.0010246246314036282 0.0010391360178162732 0.0010615415589692737 0.0010018784873180591 0.0014181188917909648 0.0016982986667575398 0.0017442619304869531
leaf_count=481 183 363 210 191 235 696 342 420
internal_value=0 -4.2558e-05 1.05026e-05 6.73285e-05 0.00034996 -5.89574e-05 2.05173e-05 0.000208111
internal_weight=0 0.0106322 0.00960753 0.0085684 0.00264617 0.00592222 0.00486068 0.00316238
internal_count=3121 2938 2575 2365 716 1649 1458 1116
is_linear=0
shrinkage=0.00196078


Tree=4212
num_leaves=8
num_cat=0
split_feature=15 151 47 4 4 16 2
split_gain=2.02094e-05 2.98219e-05 4.51659e-05 4.72228e-05 9.26113e-05 4.67834e-05 2.91877e-05
threshold=-0.11713499999999999 -0.077429999999999985 0.10254000000000001 -0.0029599999999999995 -0.084369999999999987 -0.094359999999999986 0.097845000000000015
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=-0.0098220850778947613 0.016988394338210935 -0.021668225338626987 0.017416548050388024 -0.030638695278200213 0.024110749128365718 -0.0023710453996383623 0.00091071337487478319
leaf_weight=0.0017904240792721042 0.0011304702893590235 0.0010129659630340763 0.0011796954245504466 0.0010569197428534377 0.0013370985706978537 0.0013125880638699308 0.0013167373607803068
leaf_count=484 390 423 129 235 1033 270 157
internal_value=0 0.00188639 -0.000479515 -0.003977 0.0031331 -0.0149798 -0.00890672
internal_weight=0 0.00834648 0.00721601 0.00603631 0.0036668 0.00236951 0.0023297
internal_count=3121 2637 2247 2118 1613 505 580
is_linear=0
shrinkage=0.1


Tree=4213
num_leaves=10
num_cat=0
split_feature=47 4 1 15 4 15 52 16 16
split_gain=6.94761e-05 7.82728e-05 0.00010349 4.48311e-05 5.87443e-05 7.28105e-05 6.98915e-05 6.24259e-05 8.75837e-05
threshold=0.13148500000000005 0.24564500000000003 0.111945 0.091650000000000023 -0.49405499999999997 -0.0063699999999999989 -0.049749999999999996 -0.079109999999999986 0.064860000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 -6 -7 -9
right_child=-2 2 -4 -5 5 7 -8 8 -10
leaf_value=-0.00044109992758484165 -0.00049970547479335375 -5.1015592944206835e-05 0.00076750143070396487 -0.00042760324562337763 0.00011519629106162489 -9.6810781467455772e-05 -0.00046852999507870555 0.00087080167586778994 8.7096504645423669e-05
leaf_weight=0.0010066694494559863 0.0010278865399391051 0.0012169535873218229 0.0011599616436231723 0.0010771724315138701 0.0017724331157933635 0.0011713528378457746 0.0014207594614663839 0.0010554304422940785 0.0011408903033009593
leaf_count=145 65 147 264 489 568 506 601 263 73
internal_value=0 3.33065e-05 0.00034843 -5.33386e-05 -6.52725e-08 6.76051e-05 -0.000144523 0.000268743 0.000463702
internal_weight=0 0.0110216 0.00237692 0.00864471 0.00756754 0.00656087 0.00319319 0.00336767 0.00219632
internal_count=3121 3056 411 2645 2156 2011 1169 842 336
is_linear=0
shrinkage=0.00196078


Tree=4214
num_leaves=10
num_cat=0
split_feature=47 47 16 52 52 16 157 0 49
split_gain=5.53723e-05 8.94005e-05 6.38554e-05 8.71871e-05 5.63464e-05 7.73067e-05 8.89917e-05 0.000104757 8.07513e-05
threshold=0.13148500000000005 0.10254000000000001 -0.48836499999999994 0.11434500000000002 0.091275000000000009 0.071345000000000006 -0.060134999999999994 -0.084269999999999984 -0.0090649999999999984
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 8 -8
right_child=-2 -3 3 -5 -6 -7 7 -9 -10
leaf_value=0.00041781306376156575 -0.0004485558655073843 0.00055810585969224853 0.00052889449600456839 -0.00062844634274324715 0.0003988523180668985 -0.00050547531802573912 -6.2080640650498914e-06 0.00030045624698154838 -0.00070516776074143451
leaf_weight=0.0010874015677894153 0.0010132653077561489 0.0011091460908894601 0.001068348276405025 0.0010073917487155746 0.0010863853599593007 0.0013278363172825524 0.0012902026421057042 0.0015180873159297355 0.0012522992718311695
leaf_count=228 65 187 274 377 202 441 150 640 557
internal_value=0 3.0934e-05 -2.97336e-05 -8.66495e-05 -1.42924e-05 -8.38061e-05 2.53603e-05 -0.00010712 -0.000350478
internal_weight=0 0.0107471 0.00963795 0.00855055 0.00754316 0.00645677 0.00512894 0.00406059 0.0025425
internal_count=3121 3056 2869 2641 2264 2062 1621 1347 707
is_linear=0
shrinkage=0.00196078


Tree=4215
num_leaves=9
num_cat=0
split_feature=52 11 13 15 42 15 52 1
split_gain=1.98037e-05 2.99583e-05 4.27223e-05 4.19026e-05 8.19163e-05 0.000132232 8.03112e-05 2.58872e-05
threshold=0.15915500000000002 1.0000000180025095e-35 -0.084034999999999985 0.035560000000000008 0.083935000000000023 -0.016799999999999995 -0.066844999999999988 0.077845000000000011
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 7 4 5 6 -4 -1
right_child=-2 -3 3 -5 -6 -7 -8 -9
leaf_value=0.0050832727727249255 -0.01351041389038431 -0.014792936981038196 -0.02210884234566142 -0.019786298837231958 -0.022667000281901037 0.039144444660516163 0.013117703210968149 0.025866490004348597
leaf_weight=0.0013297800899445913 0.0010041092200483237 0.0010290883006046922 0.0011685994538773242 0.0010186178132833464 0.0010085257961593595 0.0010683760408142741 0.0014505330772593198 0.0010910455789779759
leaf_count=466 368 223 238 741 395 130 276 284
internal_value=0 0.00128269 0.00331615 -0.00140038 0.00258772 0.00949483 -0.00259961 0.0144501
internal_weight=0 0.00916457 0.00813548 0.00571465 0.00469603 0.00368751 0.00261913 0.00242083
internal_count=3121 2753 2530 1780 1039 644 514 750
is_linear=0
shrinkage=0.1


Tree=4216
num_leaves=10
num_cat=0
split_feature=47 47 147 52 0 2 4 12 52
split_gain=5.45349e-05 8.5566e-05 7.61319e-05 9.88727e-05 7.91936e-05 0.000122442 0.000100808 5.02387e-05 4.61365e-05
threshold=0.13148500000000005 0.10254000000000001 1.0000000180025095e-35 0.11434500000000002 -0.14794999999999997 0.10672500000000001 -0.27825499999999997 0.088615000000000013 -0.066844999999999988
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 8 6 -6 -8 -1
right_child=-2 -3 -4 -5 5 -7 7 -9 -10
leaf_value=-0.00062072089124750609 -0.0004447810602718151 0.00054525178854164308 0.00047938590109355484 -0.00064317981760025076 -0.00058534291141402301 0.00064939171819419978 0.0003352432866453401 -0.00015299646029697775 -4.7926867919791268e-05
leaf_weight=0.0010646623392812915 0.0010299210701848029 0.0011021521833389234 0.0010086743780638131 0.0010863586656894219 0.0010151178259423009 0.0012617848198824928 0.0018503184216142898 0.0014415383692403334 0.0010984210900105186
leaf_count=77 65 187 180 444 122 393 905 652 96
internal_value=0 2.7196e-05 -3.09075e-05 -8.92777e-05 -1.1452e-05 0.000112226 -4.51443e-05 0.000121438 -0.000329854
internal_weight=0 0.010929 0.00982688 0.0088182 0.00773184 0.00556876 0.00430697 0.00329186 0.00216308
internal_count=3121 3056 2869 2689 2245 2072 1679 1557 173
is_linear=0
shrinkage=0.00196078


Tree=4217
num_leaves=9
num_cat=0
split_feature=484 4 16 0 0 0 51 0
split_gain=0.000167416 6.90233e-05 4.75772e-05 9.93056e-05 7.11239e-05 6.84027e-05 0.000207421 5.2081e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 -0.014034999999999997 -0.053834999999999994 0.030935000000000004 -0.11756999999999999 0.081440000000000026 -0.083914999999999976
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 -5 6 -2 -7
right_child=1 -3 3 4 -6 7 -8 -9
leaf_value=-0.00077305349673445674 -0.0010340337840712296 0.00041573599392927138 0.00048447842695969654 -0.00048048479391376583 0.00015270454500174033 0.00029729659228953589 0.00020970611291828026 -0.00024538649706986682
leaf_weight=0.0010161553005184629 0.0010356891080977619 0.0017508089940066985 0.0018617276593890716 0.0011281299085240386 0.0017248141333731923 0.0015369360427441379 0.0010264716793122741 0.0012192840659356115
leaf_count=515 98 346 578 131 172 518 81 682
internal_value=0 5.78905e-05 -7.83018e-06 0.000132205 -9.76754e-05 -0.000144852 -0.000414943 5.72269e-05
internal_weight=0 0.0112839 0.00953305 0.00471467 0.00285294 0.00481838 0.00206216 0.00275622
internal_count=3121 2606 2260 881 303 1379 179 1200
is_linear=0
shrinkage=0.00196078


Tree=4218
num_leaves=10
num_cat=0
split_feature=159 1 42 3 2 49 0 133 15
split_gain=4.75574e-05 8.11228e-05 6.43337e-05 9.38629e-05 0.000134023 8.95117e-05 0.000127241 7.8134e-05 3.63765e-05
threshold=-0.032739999999999991 0.13146500000000003 0.091735000000000025 -0.12018999999999998 0.11389000000000002 -0.069799999999999987 -0.10096999999999999 0.083950000000000011 -0.099734999999999976
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 8 -8 -7
right_child=1 -3 -4 4 -6 6 7 -9 -10
leaf_value=-0.00040999404814321468 0.00045363776106547459 0.00052882511382421385 -0.00045628382747888065 -0.00042265043335240995 -0.00071621324507954622 0.00028320434238917475 -0.00047102319614855524 0.00025814619918704116 0.00079555952332153947
leaf_weight=0.0010245173853041913 0.0016434864379922367 0.0011307095635232018 0.0011748366392771081 0.0012100129949395516 0.0010399575258969304 0.0011398990606428018 0.0012552676404148613 0.0010274411276401129 0.001000279685397587
leaf_count=421 242 216 478 204 150 106 821 383 100
internal_value=0 3.23642e-05 -2.67806e-05 3.38947e-05 -6.94856e-05 4.99146e-05 0.000179199 -0.000142826 0.00052267
internal_weight=0 0.0106219 0.00949118 0.00831634 0.00667286 0.0056329 0.00442289 0.00228271 0.00214018
internal_count=3121 2700 2484 2006 1764 1614 1410 1204 206
is_linear=0
shrinkage=0.00196078


Tree=4219
num_leaves=9
num_cat=0
split_feature=159 1 3 42 2 0 133 43
split_gain=5.40687e-05 6.22422e-05 6.17812e-05 0.000143838 7.11436e-05 0.000120519 0.00016093 0.000104007
threshold=-0.032739999999999991 0.13146500000000003 -0.12018999999999998 0.075730000000000006 0.11411 -0.22491999999999998 0.076280000000000014 -0.0030899999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4 7 -7
right_child=1 -3 4 -5 -6 6 -8 -9
leaf_value=-0.00043273836490545883 0.00075591821155710339 0.00047706142009710563 0.00051585469298028595 -0.00026141398984127546 -0.00055953693523654751 -8.4801569913518457e-06 0.00036000078860451158 -0.00069822624941086884
leaf_weight=0.0010312510348118942 0.0011402929642715738 0.0011093483208885748 0.0012903938916175575 0.0010054813170988987 0.0010969229654699221 0.0014960548741578695 0.0015852326469407477 0.0019181616509507094
leaf_count=421 189 216 79 104 244 687 704 477
internal_value=0 3.74861e-05 -1.36694e-05 0.00027921 -9.87476e-05 -1.83879e-05 -0.00015628 -0.000395991
internal_weight=0 0.0106419 0.00953254 0.00214577 0.00738677 0.00628984 0.00499945 0.00341422
internal_count=3121 2700 2484 293 2191 1947 1868 1164
is_linear=0
shrinkage=0.00196078


Tree=4220
num_leaves=8
num_cat=0
split_feature=4 0 1 150 151 4 43
split_gain=5.30447e-05 8.00116e-05 9.05279e-05 4.07292e-05 9.68902e-05 0.000102052 7.43084e-05
threshold=-0.49405499999999997 0.056435000000000006 0.077565000000000009 0.081835000000000019 -0.0096649999999999982 0.24564500000000003 -0.074359999999999996
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -6
right_child=1 -3 3 -5 5 -7 -8
leaf_value=-0.00043345333753356093 -0.00042816067109757093 0.0005540939874647176 -0.00056035485045775608 0.00031940091575465192 0.00025909519511534688 0.00049928770345205502 -0.0003451543917104376
leaf_weight=0.0010255073140790173 0.0017297703753313132 0.0010253776287901606 0.0010248079273183219 0.0018764552733036045 0.0013187711301109776 0.0016522748499830939 0.0019240697630363748
leaf_count=156 1560 114 119 268 224 242 438
internal_value=0 3.36603e-05 -2.23582e-05 6.76766e-05 -1.21132e-05 0.000102663 -9.94233e-05
internal_weight=0 0.0105515 0.00952615 0.00779638 0.00591992 0.00489512 0.00324284
internal_count=3121 2965 2851 1291 1023 904 662
is_linear=0
shrinkage=0.00196078


Tree=4221
num_leaves=8
num_cat=0
split_feature=49 42 3 4 52 3 1
split_gain=2.20225e-05 4.673e-05 4.53337e-05 6.44897e-05 6.1928e-05 5.31053e-05 4.50343e-05
threshold=-0.043469999999999995 0.091545000000000015 0.10893000000000001 0.053180000000000012 0.0031350000000000002 0.14121000000000003 0.098220000000000016
decision_type=2 2 2 2 2 2 2
left_child=6 2 3 4 -2 -4 -1
right_child=1 -3 5 -5 -6 -7 -8
leaf_value=-0.0040484635032846947 -0.014349297185784768 -0.022376271124306218 -0.028158923868598112 0.022025968517037527 0.015058758225805165 0.0030053389489450139 0.02348464497825007
leaf_weight=0.0013363746153158352 0.0018172013505278245 0.001050328967265709 0.0010252683411373642 0.001614849928374705 0.0011817278779675873 0.001171663825553601 0.0010694858206540554
leaf_count=216 890 614 65 294 705 128 209
internal_value=0 -0.00274305 0.000284731 0.00591455 -0.00276105 -0.0115385 0.00819093
internal_weight=0 0.00786104 0.00681071 0.00461378 0.00299893 0.00219693 0.00240586
internal_count=3121 2696 2082 1889 1595 193 425
is_linear=0
shrinkage=0.1


Tree=4222
num_leaves=8
num_cat=0
split_feature=4 12 1 42 15 3 3
split_gain=2.03685e-05 2.67502e-05 6.29306e-05 6.93379e-05 5.16618e-05 8.20788e-05 0.000103411
threshold=0.27287000000000006 -0.040564999999999997 0.12500000000000003 0.088915000000000008 0.084050000000000014 -0.10519499999999998 0.090900000000000009
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=-0.01680393098573332 0.010064882877452976 0.030231180506767336 0.023092345192224518 -0.027583313022385494 -0.018816442234136185 -0.020800544753697119 0.014352185629760709
leaf_weight=0.0010828163386016549 0.0016357405208707659 0.0010370892555684342 0.0010205659448296323 0.00101814115724421 0.0010751587435516834 0.0015601964512877691 0.001805018216309337
leaf_count=233 352 184 76 712 640 778 146
internal_value=0 -0.00210923 7.76264e-06 -0.0036192 0.000835202 0.00563465 -0.00194549
internal_weight=0 0.00859899 0.00751617 0.0064956 0.00547746 0.0044023 0.00336521
internal_count=3121 2769 2536 2460 1748 1108 924
is_linear=0
shrinkage=0.1


Tree=4223
num_leaves=8
num_cat=0
split_feature=52 51 159 1 43 3 4
split_gain=1.90723e-05 4.06029e-05 4.82476e-05 9.19766e-05 0.000110414 8.30086e-05 6.45576e-05
threshold=0.11434500000000002 0.08955500000000001 0.082585000000000006 0.10612500000000001 -0.074359999999999996 0.090900000000000009 -0.083854999999999985
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=0.024603195521588107 -0.010959585736617893 -0.017319054343825281 -0.015670785485651671 0.014681086079879899 -0.029494654455065186 0.039897961248837932 -0.0035869209395485348
leaf_weight=0.0013685710558467091 0.0014064752516443667 0.001006344538054464 0.001072197977484526 0.0010484043305046095 0.0012290960441726684 0.0010651701286754633 0.0019988905770349672
leaf_count=377 501 263 382 130 205 73 1190
internal_value=0 0.00158253 0.00402672 0.00717414 -0.00915919 0.0155663 0.00786983
internal_weight=0 0.00878867 0.00778233 0.00671013 0.0022775 0.00443263 0.00336746
internal_count=3121 2620 2357 1975 335 1640 1567
is_linear=0
shrinkage=0.1


Tree=4224
num_leaves=9
num_cat=0
split_feature=484 4 150 13 13 12 2 12
split_gain=0.000157524 7.49624e-05 6.51467e-05 8.0038e-05 7.27856e-05 0.00010866 5.38447e-05 3.69861e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 0.089910000000000018 -0.13710499999999998 -0.076384999999999995 0.051320000000000005 0.081685000000000021 0.09857500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -6 -7
right_child=1 -3 -4 4 5 7 -8 -9
leaf_value=-0.00074672622957161938 -0.00036809618256685377 0.000425700730786307 -0.000426279666787762 0.00051087567408935697 0.00060237811903868905 -0.00058425620509887453 6.4365324009088234e-05 -6.7591478494718495e-05
leaf_weight=0.0010315510062644069 0.0014545438050474159 0.0017586058148214472 0.0012810938834236811 0.0015568796590364233 0.0011385233246231172 0.0010097743465327397 0.0019234019070049208 0.0011275013297342715
leaf_count=515 109 346 197 572 90 747 231 314
internal_value=0 5.38599e-05 -1.5034e-05 4.91321e-05 0.000138959 2.75899e-05 0.000264416 -0.000311694
internal_weight=0 0.0112503 0.00949172 0.00821062 0.00675608 0.0051992 0.00306193 0.00213728
internal_count=3121 2606 2260 2063 1954 1382 321 1061
is_linear=0
shrinkage=0.00196078


Tree=4225
num_leaves=8
num_cat=0
split_feature=1 43 3 51 52 2 13
split_gain=2.33402e-05 4.92667e-05 3.44145e-05 5.66241e-05 5.54422e-05 3.72536e-05 3.23564e-05
threshold=0.077565000000000009 0.093175000000000022 0.076840000000000006 -0.025879999999999997 -0.020999999999999994 0.11263500000000001 -0.0044799999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 -1 4 -4 -2 -5 -6
right_child=2 -3 3 5 6 -7 -8
leaf_value=-0.016888279732250079 0.028994009179703153 0.010089289302505551 -0.024237326969070543 0.015212511409091654 -0.0076341758364272625 -0.0098324219850672231 0.014297775924902612
leaf_weight=0.0019582819167359841 0.0010538198443645393 0.0010345627215885876 0.0010076887168827264 0.0013272335122828105 0.0015325287503082849 0.0010749461155034612 0.0011989160525654162
leaf_count=1445 405 191 127 131 500 139 183
internal_value=0 -0.00756271 0.00294564 -0.00434106 0.00950969 0.00400521 0.00199244
internal_weight=0 0.00299284 0.00719513 0.00340987 0.00378526 0.00240218 0.00273144
internal_count=3121 1636 1485 397 1088 270 683
is_linear=0
shrinkage=0.1


Tree=4226
num_leaves=8
num_cat=0
split_feature=4 15 12 52 4 4 1
split_gain=2.21828e-05 5.09012e-05 4.44918e-05 5.28829e-05 4.94162e-05 3.61678e-05 2.30974e-05
threshold=0.24564500000000003 -0.15026499999999995 0.10124000000000001 -0.088204999999999992 -0.0016099999999999997 -0.084369999999999987 0.093575000000000019
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -5 -6
right_child=1 -3 -4 4 6 -7 -8
leaf_value=-0.01524450525306905 0.022993582165777373 -0.0070479762748078397 -0.022114167566971273 0.0033224805114178864 -0.01763187885449859 0.024778344836793611 0.0036353412828725759
leaf_weight=0.0016663269748440398 0.0011778970261915173 0.0010821771283344372 0.0010202283234547168 0.0017358197377718217 0.0010129006206378174 0.0014352718324677929 0.0010299291010615053
leaf_count=555 266 160 343 387 290 1004 116
internal_value=0 0.00860897 -0.00262619 0.00026356 0.00521981 0.0130336 -0.00690963
internal_weight=0 0.00226007 0.00790048 0.00688025 0.00521392 0.00317109 0.00204283
internal_count=3121 426 2695 2352 1797 1391 406
is_linear=0
shrinkage=0.1


Tree=4227
num_leaves=9
num_cat=0
split_feature=49 1 47 3 16 1 2 16
split_gain=2.1215e-05 4.71403e-05 6.87901e-05 7.81668e-05 0.000155585 3.91931e-05 3.01821e-05 2.77979e-05
threshold=-0.043469999999999995 0.12337000000000002 0.092530000000000015 -0.078934999999999991 0.033715000000000009 0.10089500000000001 0.091185000000000002 -0.0064149999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=5 2 3 7 6 -1 -5 -2
right_child=1 -3 -4 4 -6 -7 -8 -9
leaf_value=-0.002882761494030283 -0.028172335284637952 0.014373555249685158 -0.029660691950261078 0.036755400322230285 -0.021857313039111509 0.0231077797558524 0.012611257522165541 -0.0055802235846380823
leaf_weight=0.0013659672019463516 0.0010273896479815901 0.0013453744605246955 0.0010471038224069348 0.001024307467023445 0.0011092628185145215 0.0010086157463846846 0.0010469699370756658 0.0011590405888199818
leaf_count=232 1012 241 241 212 239 193 335 416
internal_value=0 -0.00264513 -0.00621486 -0.00164054 0.00836554 0.00815685 0.0245512 -0.0161961
internal_weight=0 0.00775945 0.00641407 0.00536697 0.00318054 0.00237458 0.00207128 0.00218643
internal_count=3121 2696 2455 2214 786 425 547 1428
is_linear=0
shrinkage=0.1


Tree=4228
num_leaves=10
num_cat=0
split_feature=47 47 16 52 51 52 52 4 133
split_gain=5.18865e-05 9.6954e-05 8.76064e-05 6.8855e-05 5.47642e-05 7.23499e-05 0.000152786 0.00012619 0.000119432
threshold=0.13148500000000005 0.10254000000000001 -0.48836499999999994 0.11434500000000002 0.08955500000000001 -0.088204999999999992 -0.031059999999999997 -0.077679999999999985 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -7 8 -8
right_child=-2 -3 3 -5 -6 6 7 -9 -10
leaf_value=0.00048130174925888221 -0.00043288807812475968 0.00058386612640556066 -0.00032352363539874234 -0.00057038774717785333 -0.00042632692114967751 0.00081919512037265921 0.00072234781398157542 -0.00042459000610140109 -0.00018728670791799587
leaf_weight=0.0011414078184335446 0.0010101473271076538 0.0010995617425424526 0.001620292193905872 0.0010379223996016531 0.0011558426195522218 0.0010467872120847373 0.001152051631305686 0.0017078024971420342 0.0010706904508987537
leaf_count=228 65 187 542 377 244 218 399 614 247
internal_value=0 3.14016e-05 -2.97563e-05 -9.61082e-05 -3.26185e-05 3.63555e-05 0.000153509 -2.37779e-05 0.000284179
internal_weight=0 0.0110324 0.0099328 0.00879139 0.00775347 0.00659762 0.00497733 0.00393054 0.00222274
internal_count=3121 3056 2869 2641 2264 2020 1478 1260 646
is_linear=0
shrinkage=0.00196078


Tree=4229
num_leaves=9
num_cat=0
split_feature=4 0 1 15 15 16 0 1
split_gain=4.68369e-05 8.78481e-05 5.86625e-05 3.9039e-05 0.000149488 0.000113499 0.000108929 9.67858e-05
threshold=-0.49405499999999997 0.056435000000000006 0.077565000000000009 -0.016799999999999995 0.035560000000000008 -0.056919999999999991 -0.11013499999999998 0.11061500000000002
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=-0.00040804927767796657 -0.00035280720030092278 0.00057929943694063008 0.00026596492751589492 0.00077660947134710755 -0.00019412244344768607 -0.00045404835078959401 0.00068415094829660282 -0.00051934741824748089
leaf_weight=0.0010204364074137906 0.0017340314230179553 0.0010180886882942145 0.0014095938321120327 0.001125115942254637 0.0013319339767023717 0.0017676685056487174 0.0010493659637058981 0.0010549369535163234
leaf_count=156 1560 114 123 140 372 310 231 115
internal_value=0 3.19862e-05 -2.68373e-05 4.62045e-05 0.000250389 -4.87845e-05 0.000155084 -7.01863e-05
internal_weight=0 0.0104907 0.00947265 0.00773862 0.00245705 0.00528157 0.0035139 0.00246453
internal_count=3121 2965 2851 1291 512 779 469 238
is_linear=0
shrinkage=0.00196078


Tree=4230
num_leaves=8
num_cat=0
split_feature=159 151 4 48 15 2 3
split_gain=2.16277e-05 4.26265e-05 9.21945e-05 5.59376e-05 4.71226e-05 4.57398e-05 7.31177e-05
threshold=-1.0000000180025095e-35 -0.083274999999999988 0.27287000000000006 0.092475000000000016 -0.016799999999999995 0.10327000000000001 -0.078934999999999991
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=-0.013409431151332047 -0.017334420855257483 -0.017487052015137627 0.03162419484860441 0.020739126545988643 -0.0077575174241129646 -0.014283361126912484 0.024327977462337908
leaf_weight=0.0010916573898591365 0.0010618259995226103 0.0018030040829595259 0.0010489355337398283 0.0010792869680269716 0.0013697083727291198 0.0012172753037498277 0.0014751592423472026
leaf_count=509 337 549 286 217 775 204 244
internal_value=0 0.00149032 0.00399097 -0.000182943 -0.00403296 0.00193871 0.00887989
internal_weight=0 0.0090552 0.00799337 0.00694443 0.00586515 0.00406214 0.00284487
internal_count=3121 2612 2275 1989 1772 1223 1019
is_linear=0
shrinkage=0.1


Tree=4231
num_leaves=9
num_cat=0
split_feature=41 3 42 3 2 52 150 2
split_gain=6.63121e-05 8.18273e-05 7.41337e-05 6.13828e-05 7.46831e-05 7.30682e-05 8.69848e-05 5.23424e-05
threshold=1.0000000180025095e-35 -0.12018999999999998 0.091295000000000015 -0.078934999999999991 0.083215000000000011 0.10347000000000002 0.081835000000000019 0.10613000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 7 -6
right_child=-2 2 -4 4 5 -7 -8 -9
leaf_value=0.00045025914402827498 -0.00048848450709805264 -0.00049208163651881065 0.00042230181568117395 0.00030127391016137586 -0.00017371521941120146 0.00029479004610904422 0.00010594848160561588 -0.00074585186449692463
leaf_weight=0.0015725313058367078 0.0010115560861881515 0.0012881697147374667 0.0012021891908584317 0.0019352087550623849 0.0010860881871292047 0.0011020210491128508 0.0014501975255475641 0.0014166625982427613
leaf_count=221 173 1221 613 235 215 126 141 176
internal_value=0 3.60169e-05 -3.26932e-05 -9.8768e-05 -2.62871e-05 -0.000151688 -0.00027616 -0.000497569
internal_weight=0 0.0110531 0.00948054 0.00827835 0.00699018 0.00505497 0.00395295 0.00250275
internal_count=3121 2948 2727 2114 893 658 532 391
is_linear=0
shrinkage=0.00196078


Tree=4232
num_leaves=9
num_cat=0
split_feature=484 42 43 3 133 16 48 1
split_gain=0.000216828 5.50549e-05 0.000147404 0.000158185 0.000150507 0.000116241 0.000156704 4.82435e-05
threshold=-1.0000000180025095e-35 -0.095859999999999987 -0.074359999999999996 -0.078934999999999991 -0.0061299999999999992 0.22339500000000004 0.086260000000000017 0.087505000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 6 7 -6
right_child=1 2 4 -5 5 -7 -8 -9
leaf_value=-0.00087683055146173553 -0.00035699869630184591 0.00015618446825918275 -0.00070364467918187005 0.0011071270715218098 0.00076865820881231051 -0.00048637459318422139 -0.00022885687960752881 0.0002639953584030942
leaf_weight=0.0010112565671878274 0.001041991437689631 0.0019694813013451549 0.0011039035337113709 0.0010212853839270649 0.0013717041161475025 0.0011091403252206627 0.001846627597652235 0.0015525862627957081
leaf_count=515 210 527 655 303 262 176 158 315
internal_value=0 7.18658e-05 0.000116666 0.000480912 -3.93158e-05 8.54033e-05 0.00021833 0.000500719
internal_weight=0 0.0110167 0.00997473 0.00299077 0.00698396 0.00588006 0.00477092 0.00292429
internal_count=3121 2606 2396 830 1566 911 735 577
is_linear=0
shrinkage=0.00196078


Tree=4233
num_leaves=8
num_cat=0
split_feature=43 43 133 52 2 15 1
split_gain=2.37309e-05 6.25946e-05 4.66121e-05 6.64897e-05 0.000115732 6.63716e-05 3.56456e-05
threshold=-0.04890499999999999 -0.092909999999999979 -1.0000000180025095e-35 -0.0064899999999999992 0.10613000000000002 -0.09095499999999998 0.10060500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 6 -2 5 -5 -4 -1
right_child=2 -3 3 4 -6 -7 -8
leaf_value=0.0071450162720788305 -0.023353000094376176 0.022535681309499053 0.0049916576817808861 0.028143886170982263 -0.0093028823557648917 -0.030247861260366233 -0.018135419668007958
leaf_weight=0.0012512737421821354 0.0010225737253886352 0.001444101193507301 0.0010029627215331072 0.0015989398418969664 0.0017058112165096524 0.0011442040824039424 0.0010062978488340588
leaf_count=366 772 990 85 363 175 271 99
internal_value=0 0.00627677 -0.00376123 -8.65493e-05 0.00881501 -0.0137871 -0.00412357
internal_weight=0 0.00370167 0.00647449 0.00545192 0.00330475 0.00214717 0.00225757
internal_count=3121 1455 1666 894 538 356 465
is_linear=0
shrinkage=0.1


Tree=4234
num_leaves=10
num_cat=0
split_feature=159 1 3 42 133 0 3 3 15
split_gain=5.00371e-05 5.78742e-05 5.05356e-05 0.000128965 8.48895e-05 0.000120308 8.42879e-05 7.81558e-05 5.51353e-05
threshold=-0.032739999999999991 0.13146500000000003 -0.12018999999999998 0.075730000000000006 0.076280000000000014 -0.10607499999999999 -0.03694999999999999 0.11924500000000002 -0.092489999999999989
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 7 -7 8 -4
right_child=1 -3 4 -5 -6 6 -8 -9 -10
leaf_value=-0.00041662345618103156 0.00070649279323381704 0.00045566695991432129 -5.4489559910919861e-05 -0.0002554683729196908 0.00028190683410846644 -0.00095369122292763317 -0.00016969217373301256 -0.00041886648858698375 0.00054883647796045174
leaf_weight=0.0010463457408662136 0.0011233017944095808 0.0011137037589074384 0.001309403014657773 0.0010245092361232336 0.0017533605459702601 0.0011098649551864552 0.0010042952271529335 0.0011011041426330637 0.00104880038786639
leaf_count=421 189 216 110 104 779 956 163 71 112
internal_value=0 3.28477e-05 -1.68529e-05 0.000247636 -9.4386e-05 -0.000212764 -0.000581266 1.24463e-05 0.000213837
internal_weight=0 0.0105883 0.00947464 0.00214781 0.00732683 0.00557347 0.00211416 0.00345931 0.0023582
internal_count=3121 2700 2484 293 2191 1412 1119 293 222
is_linear=0
shrinkage=0.00196078


Tree=4235
num_leaves=8
num_cat=0
split_feature=16 4 0 1 47 48 16
split_gain=2.10885e-05 6.8615e-05 6.34316e-05 4.39606e-05 4.34996e-05 5.72384e-05 8.23086e-05
threshold=0.38525000000000004 -0.35136499999999998 -0.060129999999999996 0.085110000000000005 0.092530000000000015 0.086260000000000017 -0.087989999999999985
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=-0.024621096186673828 0.010885981085923865 -0.018459803074786278 0.02289629710604886 0.035582539820393756 -0.015162938091862716 -0.010960142138284987 -0.00014933682594735396
leaf_weight=0.0011606377341599576 0.0014900154584271104 0.0013491037832085353 0.0011701771390912078 0.0011354100716402396 0.0011515380626093913 0.0012141595089162835 0.0014915208915654262
leaf_count=142 311 1468 258 225 164 138 415
internal_value=0 -0.00199223 0.00150408 -0.00244322 0.00188477 0.00699558 0.0152947
internal_weight=0 0.00867255 0.00751191 0.00634173 0.00499263 0.00384109 0.00262693
internal_count=3121 2810 2668 2410 942 778 640
is_linear=0
shrinkage=0.1


Tree=4236
num_leaves=7
num_cat=0
split_feature=159 2 151 16 43 16
split_gain=2.05976e-05 3.79917e-05 6.30272e-05 0.000112715 5.78057e-05 4.98045e-05
threshold=-1.0000000180025095e-35 0.088850000000000012 -0.044604999999999992 0.071345000000000006 -0.074359999999999996 -0.13941499999999998
decision_type=2 2 2 2 2 2
left_child=-1 4 -3 5 -2 -4
right_child=1 2 3 -5 -6 -7
leaf_value=-0.01302190421484551 0.0060045649515670487 -0.015210179984815815 0.010519655853512992 -0.0084570747731042197 -0.019545489681809053 0.037473054619141945
leaf_weight=0.0010984470956596762 0.0017962061172636513 0.0010598082867699123 0.0013286776905281944 0.0016804928347028472 0.0017464792254782949 0.0014163384116444295
leaf_count=509 546 256 252 338 760 460
internal_value=0 0.00148089 0.0066942 0.0119398 -0.00659115 0.0244267
internal_weight=0 0.009028 0.00548532 0.00442551 0.00354269 0.00274502
internal_count=3121 2612 1306 1050 1306 712
is_linear=0
shrinkage=0.1


Tree=4237
num_leaves=9
num_cat=0
split_feature=147 52 11 13 1 49 12 15
split_gain=5.36575e-05 6.4384e-05 7.6107e-05 8.38e-05 5.65053e-05 4.95334e-05 9.73736e-05 4.6249e-05
threshold=1.0000000180025095e-35 0.15915500000000002 1.0000000180025095e-35 -0.084034999999999985 0.086720000000000005 -0.00064499999999999985 0.051320000000000005 -0.026084999999999994
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=0.00012337146284238014 0.00041438044225317565 -0.00051490600363444049 -0.0005006551281126724 -0.00034209774612579345 0.00071332086375193069 3.6232497843281758e-05 -0.00035722667599605079 0.00055900756198902545
leaf_weight=0.0016362145518216222 0.001035501733785805 0.001046849945580978 0.0010510956365525357 0.0018057783814649318 0.0010091826980244468 0.0014312666001883093 0.0014645059548172895 0.0011928970501991318
leaf_count=481 183 363 210 222 235 222 1098 107
internal_value=0 -5.31829e-05 -2.78592e-06 5.84925e-05 0.000348429 -7.16295e-05 4.78239e-05 0.000273877
internal_weight=0 0.0106378 0.00959094 0.00853985 0.0026454 0.00589445 0.00408867 0.00262416
internal_count=3121 2938 2575 2365 716 1649 1427 329
is_linear=0
shrinkage=0.00196078


Tree=4238
num_leaves=8
num_cat=0
split_feature=14 2 52 3 15 13 2
split_gain=2.2384e-05 4.1198e-05 7.85293e-05 7.48009e-05 7.14828e-05 8.07491e-05 4.38796e-05
threshold=-1.0000000180025095e-35 0.10912000000000001 0.10160000000000001 0.090900000000000009 -0.055554999999999993 -0.0034749999999999994 0.11704500000000001
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -3
right_child=1 6 -4 -5 5 -7 -8
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leaf_weight=0.0010191383708455974 0.0013051925822138142 0.0010611742874029949 0.0010450169210069428 0.001416771762470799 0.0019133745031114217 0.0011332957042499313 0.0012275399477129473
leaf_count=161 611 193 441 133 888 371 323
internal_value=0 0.0014836 -0.00241552 0.00215379 -0.00434345 0.00404511 0.0130915
internal_weight=0 0.00910237 0.00681365 0.00576863 0.00435186 0.00304667 0.00228871
internal_count=3121 2960 2444 2003 1870 1259 516
is_linear=0
shrinkage=0.1


Tree=4239
num_leaves=9
num_cat=0
split_feature=484 4 150 12 47 52 13 4
split_gain=0.000145186 4.53692e-05 6.27284e-05 8.40252e-05 9.78519e-05 7.83953e-05 0.000122348 8.8007e-05
threshold=-1.0000000180025095e-35 0.26790000000000008 0.089910000000000018 -0.040564999999999997 0.085270000000000026 0.10160000000000001 -0.075974999999999987 -0.084369999999999987
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=-0.00072000360730291757 -0.00043055899251165597 0.00034609253089747371 -0.00039930965244304261 0.00051927165764318684 0.0005165342805649154 -0.00048683798090933244 -0.00059885359795327521 0.00016312578220502338
leaf_weight=0.0010081493206875918 0.0011291365013086094 0.0017575715645318834 0.0012871811703870162 0.0017307553237898054 0.0019712195545956868 0.0010106843380038935 0.001026329390686557 0.0013483941187162187
leaf_count=515 192 358 195 375 222 369 371 524
internal_value=0 5.66873e-05 3.16595e-06 6.62169e-05 0.000145361 2.35127e-06 0.00012278 -0.000166193
internal_weight=0 0.0112613 0.0095037 0.00821652 0.00708738 0.00511616 0.00410548 0.00237472
internal_count=3121 2606 2248 2053 1861 1639 1270 895
is_linear=0
shrinkage=0.00196078


Tree=4240
num_leaves=7
num_cat=0
split_feature=4 1 4 2 48 2
split_gain=1.90394e-05 5.66016e-05 3.39208e-05 6.46795e-05 5.44841e-05 5.25753e-05
threshold=0.24564500000000003 0.111945 0.055260000000000011 0.10981000000000002 0.083985000000000018 0.084245000000000014
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=0.0019029754531120222 -0.008862682173614642 0.022960041280183918 -0.015321147242936576 0.019334664620126205 0.012029450927815384 -0.023002391369966943
leaf_weight=0.0015773814506591501 0.0010523562252737076 0.0011920375555147106 0.0016153904420477859 0.0014634214610724488 0.001386747869378588 0.0018320876723878895
leaf_count=655 150 276 279 290 362 1109
internal_value=0 0.00803893 -0.00240174 0.000932306 -0.00468262 -0.01148
internal_weight=0 0.00224439 0.00787503 0.00625964 0.00479622 0.00340947
internal_count=3121 426 2695 2416 2126 1764
is_linear=0
shrinkage=0.1


Tree=4241
num_leaves=8
num_cat=0
split_feature=43 12 12 133 52 2 15
split_gain=2.137e-05 5.77549e-05 5.68937e-05 3.73699e-05 6.58897e-05 0.00011312 4.34872e-05
threshold=-0.04890499999999999 0.051320000000000005 0.09202500000000001 -1.0000000180025095e-35 -0.0064899999999999992 0.10613000000000002 -0.083359999999999976
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -2 6 -6 -5
right_child=3 2 -4 4 5 -7 -8
leaf_value=0.023538904001758957 -0.021180012412794831 -0.020583394391113771 0.010248926754480005 7.106798741307485e-05 0.027814883048709011 -0.0094356783721022165 -0.028531094997643888
leaf_weight=0.001242838141684703 0.0010141712173517455 0.0010456072185839323 0.0013995626856114106 0.001084347281421788 0.0015861516955893683 0.0016772607564686571 0.0010427611706012598
leaf_count=292 772 706 457 110 363 175 246
internal_value=0 0.00598614 -0.00293564 -0.00356952 -0.000256288 0.00866962 -0.0139504
internal_weight=0 0.00368801 0.00244517 0.00640469 0.00539052 0.00326341 0.00212711
internal_count=3121 1455 1163 1666 894 538 356
is_linear=0
shrinkage=0.1


Tree=4242
num_leaves=8
num_cat=0
split_feature=14 15 16 160 2 52 0
split_gain=2.03938e-05 3.63628e-05 2.89018e-05 8.17585e-05 7.68354e-05 5.39816e-05 5.00981e-05
threshold=-1.0000000180025095e-35 -0.10653 -0.014034999999999997 -0.063384999999999983 0.092755000000000018 0.091275000000000009 -0.10224499999999999
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 4 -4 6 -5 -3
right_child=1 2 3 5 -6 -7 -8
leaf_value=-0.013535523674993869 0.016841783196005766 -0.012407751534331412 0.029419027086141292 -0.013501577216540562 -0.026167823045056646 0.014304232981060278 0.017148314560921609
leaf_weight=0.0010115716839652162 0.0013101966793543397 0.0010583181332518843 0.0010035139188221322 0.0019429687701824738 0.001386847082707472 0.0010898064019898457 0.0012518680511082033
leaf_count=161 388 117 317 697 428 66 947
internal_value=0 0.00143633 -0.0011737 0.00467709 -0.00756138 -0.00350976 0.0036084
internal_weight=0 0.00904352 0.00773332 0.00403629 0.00369703 0.00303278 0.00231019
internal_count=3121 2960 2572 1080 1492 763 1064
is_linear=0
shrinkage=0.1


Tree=4243
num_leaves=8
num_cat=0
split_feature=15 43 1 52 1 13 3
split_gain=2.05022e-05 3.04758e-05 6.00791e-05 0.00012513 5.80133e-05 3.01231e-05 2.47783e-05
threshold=-0.11713499999999999 -0.17390999999999998 0.10089500000000001 0.084960000000000022 0.086560000000000012 -0.053889999999999993 0.088060000000000013
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=-0.0098389793976454455 0.014890532088005266 0.0005704197042645273 0.023938254927765981 -0.038374414993253558 -0.014123230193458389 0.024613647078633432 0.0027902402492369122
leaf_weight=0.001766945429766441 0.0015063430941771897 0.0010876400491560737 0.0010333961402236615 0.0010154775609756937 0.0014174755132684035 0.0010003707048411659 0.0011943524339395883
leaf_count=484 184 553 291 717 400 353 139
internal_value=0 0.00202978 -0.000840794 -0.00746401 0.00149019 0.0120896 0.0126003
internal_weight=0 0.00825506 0.00674871 0.00452096 0.00350549 0.00208801 0.00222775
internal_count=3121 2637 2453 2023 1306 906 430
is_linear=0
shrinkage=0.1


Tree=4244
num_leaves=8
num_cat=0
split_feature=3 3 39 133 3 1 0
split_gain=2.41055e-05 3.76322e-05 6.78713e-05 4.53327e-05 9.41074e-05 8.85957e-05 7.32376e-05
threshold=0.13524500000000003 0.10893000000000001 0.0046100000000000004 1.0000000180025095e-35 -0.12018999999999998 0.095285000000000022 -0.14116499999999996
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=0.019967719827909486 0.011493483675160242 -0.019889193229763191 0.022735699553463506 -0.022165838533298093 -0.0034907092131766168 0.0094537513763651888 -0.041488355643991809
leaf_weight=0.0016416984786704666 0.0015298171890035647 0.0010474718015098805 0.0011460220840701371 0.0010999209735670307 0.001007093267169523 0.0014948018691978795 0.0010220113581143658
leaf_count=266 192 72 333 972 94 234 958
internal_value=0 -0.00214718 0.000360298 -0.00373237 0.000192702 -0.00901998 -0.0226292
internal_weight=0 0.00845902 0.00741155 0.00626553 0.0051656 0.00352391 0.0020291
internal_count=3121 2929 2857 2524 1552 1286 1052
is_linear=0
shrinkage=0.1


Tree=4245
num_leaves=6
num_cat=0
split_feature=42 160 43 2 15
split_gain=2.32827e-05 6.86015e-05 7.47922e-05 4.80026e-05 5.72861e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 0.089885000000000007 -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=-0.011089637755380298 -0.014348448612695278 0.025555985078497895 -0.014518491410697845 0.019800438194379322 -0.0064931966132596155
leaf_weight=0.0016039805900140017 0.0019509151072731367 0.0016310434820236237 0.0014382396293284153 0.0017497497020947926 0.0015739682973072355
leaf_count=862 828 482 418 258 273
internal_value=0 0.00206557 0.00707455 0.000744369 0.00734892
internal_weight=0 0.00834392 0.006393 0.00476196 0.00332372
internal_count=3121 2259 1431 949 531
is_linear=0
shrinkage=0.1


Tree=4246
num_leaves=9
num_cat=0
split_feature=484 42 43 3 2 151 15 0
split_gain=0.000153112 5.67032e-05 9.00075e-05 0.000126924 0.000106601 7.99752e-05 0.000153119 3.05886e-05
threshold=-1.0000000180025095e-35 -0.095859999999999987 -0.074359999999999996 -0.079379999999999992 0.089885000000000007 -0.0083949999999999979 -1.0000000180025095e-35 -0.10151999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 7 -6 -7 -4
right_child=1 2 4 -5 5 6 -8 -9
leaf_value=-0.00073704150834567796 -0.00036220888328903988 0.00010556241567530063 -0.00015352523925340762 0.00096077917254429573 -0.00031182760063854301 0.00071094441881301154 -8.687723502012813e-05 -0.00062307124081929799
leaf_weight=0.0010066201495939958 0.0010931107190640865 0.0019867636101330768 0.001113368945877732 0.0010045391271065393 0.0011204381189966126 0.0017356691285037923 0.0019798206395870762 0.0010240167370836528
leaf_count=515 210 512 111 318 124 327 331 673
internal_value=0 6.17258e-05 0.000108231 0.000392761 -1.38222e-05 0.000147351 0.00028582 -0.000378484
internal_weight=0 0.0110577 0.00996462 0.0029913 0.00697331 0.00483593 0.00371549 0.00213739
internal_count=3121 2606 2396 830 1566 782 658 784
is_linear=0
shrinkage=0.00196078


Tree=4247
num_leaves=9
num_cat=0
split_feature=147 159 50 13 2 2 4 13
split_gain=5.35049e-05 5.64315e-05 6.14478e-05 5.68307e-05 9.37107e-05 0.000109027 0.000107097 7.05945e-05
threshold=1.0000000180025095e-35 -1.0000000180025095e-35 0.077805000000000013 -0.076599999999999988 0.11215000000000001 0.096540000000000015 0.0061450000000000003 -0.13710499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 7 5 6 -5 -3
right_child=-2 2 -4 4 -6 -7 -8 -9
leaf_value=-0.00046954531152429213 0.00042535594237792866 -7.3018761988359628e-05 0.00045042623125351951 -0.00061898763882766231 -0.00070171450311553327 0.00050312167792176954 9.3907206239338779e-05 0.00055183720462261671
leaf_weight=0.0010969774524252325 0.0010027638235015146 0.001843026953564697 0.0010377462987219916 0.0014624092736879649 0.0010481958557008331 0.0010455119261490284 0.0018166118962438386 0.0011160982578303632
leaf_count=502 183 186 398 617 246 262 158 569
internal_value=0 -4.87703e-05 4.93331e-07 -5.55466e-05 -0.000175727 -4.82366e-05 -0.000224036 0.000162659
internal_weight=0 0.0104666 0.0093696 0.00833185 0.00537273 0.00432453 0.00327902 0.00295913
internal_count=3121 2938 2436 2038 1283 1037 775 755
is_linear=0
shrinkage=0.00196078


Tree=4248
num_leaves=7
num_cat=0
split_feature=15 131 13 151 47 1
split_gain=2.06822e-05 3.12244e-05 4.57714e-05 5.06664e-05 0.00011137 0.000109058
threshold=-0.11713499999999999 0.084390000000000007 -0.095304999999999987 -0.024429999999999997 0.085270000000000026 0.086560000000000012
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=-0.0098634752161261205 0.018311435448081309 -0.014361780551890038 0.018705783322808655 0.0018406204768520286 0.022237564292294607 -0.035360445300750332
leaf_weight=0.0017697688222797154 0.0017744887471263038 0.0010154033382898508 0.0011247776507782459 0.0017836439427317999 0.0011047197858684269 0.0014117876435996704
leaf_count=484 232 413 345 1180 89 378
internal_value=0 0.0020546 0.00436996 -0.000190289 -0.00513288 -0.0145953
internal_weight=0 0.00821482 0.00719942 0.00542493 0.00430015 0.00319543
internal_count=3121 2637 2224 1992 1647 1558
is_linear=0
shrinkage=0.1


Tree=4249
num_leaves=9
num_cat=0
split_feature=42 40 47 16 43 0 15 4
split_gain=3.76338e-05 7.08003e-05 7.98095e-05 7.68094e-05 7.40671e-05 7.9588e-05 6.13778e-05 7.26172e-05
threshold=-0.095859999999999987 -0.013874999999999998 0.10904500000000002 -0.5048999999999999 -0.084004999999999982 -0.084144999999999984 -0.015039999999999998 0.033845000000000007
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=-0.00035839993061773779 0.00048175613467357542 0.00054355077073770257 -0.00053881040997957365 0.00032806948304490058 0.00014712194250520445 -0.00046653751635303384 0.0003937300645966817 -0.0005511056981587671
leaf_weight=0.0010244788392533054 0.0012078478746886641 0.0010247509272249111 0.0010253664989403289 0.0016877359930393271 0.0013323658754620885 0.0018939421657869116 0.0011923324519583617 0.0010043586255634972
leaf_count=241 295 134 147 466 306 1017 364 151
internal_value=0 3.5538e-05 -2.32953e-05 4.16783e-05 -3.06481e-05 -0.000142288 3.17279e-05 -0.000152987
internal_weight=0 0.0103687 0.00916085 0.00813549 0.00711074 0.005423 0.00352906 0.00233672
internal_count=3121 2880 2585 2438 2304 1838 821 457
is_linear=0
shrinkage=0.00196078


Tree=4250
num_leaves=10
num_cat=0
split_feature=484 42 43 15 16 15 160 49 3
split_gain=0.000181964 6.91322e-05 7.68833e-05 7.70549e-05 6.72621e-05 7.25346e-05 9.16993e-05 9.49482e-05 0.000101047
threshold=-1.0000000180025095e-35 -0.098769999999999983 -0.17390999999999998 -0.15026499999999995 0.22339500000000004 -0.095869999999999983 -0.080409999999999995 -0.069799999999999987 -0.0080949999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 -7 -8 -9
right_child=1 2 3 4 -6 6 7 8 -10
leaf_value=-0.00080821510513177095 -0.00042762660963592704 0.00059511347884545459 0.00049968904136988299 -0.0003533968821900258 -0.00040434737613574023 -0.0003325284523607623 -0.00013198902593373682 0.00021836374596659837 0.0010180248289824692
leaf_weight=0.0010111884213454226 0.0010095128208302993 0.0011188099322860271 0.0012529466850040626 0.0012623669513520753 0.0014537564475267835 0.0010679301990183013 0.0012163766403003764 0.0015386743050688585 0.0010039273136197846
leaf_count=515 191 117 310 182 307 371 160 857 111
internal_value=0 6.12046e-05 0.000110977 4.93967e-05 -2.53997e-05 6.50704e-05 0.000174511 0.000318561 0.000534104
internal_weight=0 0.0109243 0.00991479 0.00879598 0.00754303 0.00608928 0.00482691 0.00375898 0.0025426
internal_count=3121 2606 2415 2298 1988 1681 1499 1128 968
is_linear=0
shrinkage=0.00196078


Tree=4251
num_leaves=7
num_cat=0
split_feature=42 160 151 43 2 16
split_gain=1.97501e-05 5.80526e-05 7.0086e-05 5.78107e-05 9.98554e-05 0.000120866
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 -0.074359999999999996 0.090425000000000019 -0.071854999999999988
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 -6
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leaf_value=-0.010192347912995758 -0.013166428413478554 -0.014464391577146997 0.030251227074592348 -0.018011995836423742 0.037326355403140971 -0.0052958377230434396
leaf_weight=0.001614370534501316 0.0019631304557113155 0.0012797312577667213 0.0012650498953039125 0.0012231996116644161 0.0013618860204595263 0.0013008056594591363
leaf_count=862 828 300 307 387 197 240
internal_value=0 0.00188526 0.00648018 0.0116838 0.00563915 0.0165041
internal_weight=0 0.0083938 0.00643067 0.00515094 0.00388589 0.00266269
internal_count=3121 2259 1431 1131 824 437
is_linear=0
shrinkage=0.1


Tree=4252
num_leaves=7
num_cat=0
split_feature=150 16 13 13 3 42
split_gain=1.89972e-05 4.54124e-05 4.50486e-05 5.24936e-05 7.04716e-05 6.98604e-05
threshold=0.081835000000000019 0.38525000000000004 -0.13710499999999998 0.0076650000000000008 0.095270000000000007 0.086325000000000013
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=-0.022505415515766302 0.009077254854525903 0.01512920028275388 0.023358616218010844 -0.018455377891044185 -0.016378924651048638 -0.0087796581297196804
leaf_weight=0.0012542113411110863 0.0018549677753810926 0.0012820890893970359 0.0019582160173072819 0.0013792329990015137 0.0012056784131697917 0.0010332655136208093
leaf_count=191 420 303 952 353 113 789
internal_value=0 -0.00214011 -0.00538152 -0.00153011 0.00403172 0.012258
internal_weight=0 0.00811269 0.0068306 0.00557639 0.00419716 0.00299148
internal_count=3121 2701 2398 2207 1854 1741
is_linear=0
shrinkage=0.1


Tree=4253
num_leaves=8
num_cat=0
split_feature=3 39 457 3 3 1 1
split_gain=2.03418e-05 2.92658e-05 5.62043e-05 6.24239e-05 3.74852e-05 8.2275e-05 3.1461e-05
threshold=0.13524500000000003 0.0046100000000000004 0.080930000000000016 -0.074084999999999998 -0.14477499999999996 0.08844500000000001 0.095695000000000016
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=-0.014829357888350611 0.010568423930881603 0.012274397780064282 0.014818502828046915 -0.010366375695034132 -0.012884975225949967 0.024178419554056096 -0.033589625913755472
leaf_weight=0.0011745710111777763 0.0015275982720977946 0.0012304429413539817 0.0012537950167896723 0.0012538129032726567 0.001118536650249712 0.0012893008480304191 0.0010908926910816116
leaf_count=244 192 335 176 383 1283 344 164
internal_value=0 -0.00197531 -0.00441699 -0.00848598 -0.00018345 0.00696099 -0.0211712
internal_weight=0 0.00841135 0.00718091 0.00592711 0.00358241 0.00240784 0.00234471
internal_count=3121 2929 2594 2418 1871 1627 547
is_linear=0
shrinkage=0.1


Tree=4254
num_leaves=8
num_cat=0
split_feature=2 2 52 52 2 3 47
split_gain=2.26739e-05 6.42529e-05 4.1335e-05 6.92068e-05 3.38633e-05 5.01142e-05 2.06799e-05
threshold=0.099185000000000009 0.091545000000000015 -0.013374999999999998 0.10744000000000002 0.086590000000000014 -0.078934999999999991 0.086380000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 4 -2 -4 5 -1 -7
right_child=2 -3 3 -5 -6 6 -8
leaf_value=-0.017783497476911481 0.020745242047798044 -0.026605058332621907 -0.012698963204813941 0.019919371127845625 0.016294073077268666 0.01599266100577754 -0.0034868657346332726
leaf_weight=0.0015044956760786191 0.0012580110071163885 0.0010380840872829403 0.0018195873528700404 0.001012369785694229 0.0010938091721975768 0.0010559207285976624 0.0011263248120176863
leaf_count=828 417 372 303 199 560 314 128
internal_value=0 -0.00405443 0.00566181 -0.00103854 0.000842382 -0.00374194 0.00593867
internal_weight=0 0.00581863 0.00408997 0.00283196 0.00478055 0.00368674 0.00218225
internal_count=3121 2202 919 502 1830 1270 442
is_linear=0
shrinkage=0.1


Tree=4255
num_leaves=8
num_cat=0
split_feature=15 131 15 13 52 49 4
split_gain=4.33237e-05 4.63147e-05 7.34074e-05 6.5319e-05 7.58296e-05 8.60175e-05 0.000142542
threshold=-0.24436499999999997 0.088495000000000004 -0.11033999999999998 -0.095304999999999987 1.0000000180025095e-35 -0.080089999999999981 0.0052350000000000009
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=0.00037281209902893163 -0.00049131943985001984 -0.00044200938930066 0.00037038318311429782 0.00031096222658176791 0.00029235673215286591 -0.00077168350409075417 4.7046886235637851e-05
leaf_weight=0.001044240786600586 0.0010465538447042696 0.0010241571833141056 0.0019782017896837418 0.0010365410176795555 0.0018567812555778532 0.0015397030547548902 0.0017431459788941495
leaf_count=253 225 399 224 151 774 869 226
internal_value=0 -4.64713e-05 -2.44387e-06 6.02997e-05 -3.90187e-05 -0.000181467 -0.000336949
internal_weight=0 0.0102251 0.00920093 0.00815437 0.00617617 0.00431939 0.00328285
internal_count=3121 2868 2469 2244 2020 1246 1095
is_linear=0
shrinkage=0.00196078


Tree=4256
num_leaves=8
num_cat=0
split_feature=4 15 4 3 12 52 16
split_gain=2.42201e-05 4.80028e-05 4.20771e-05 5.72118e-05 4.24535e-05 9.45079e-05 4.6884e-05
threshold=0.24564500000000003 -0.15026499999999995 0.055260000000000011 0.10299500000000002 0.091545000000000015 1.0000000180025095e-35 -0.018494999999999998
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1
right_child=1 -3 -4 -5 -6 -7 -8
leaf_value=0.0021235376561056988 0.023350030359219939 -0.0061920278045059091 -0.017243222892330014 0.018090448528583724 -0.021906952398637228 0.025895207571258957 -0.02551975266392564
leaf_weight=0.0014264272873662862 0.0011481268467283645 0.0010558488507325531 0.0015794861870278938 0.0014922897698233517 0.0010685358862982867 0.0010569089407519694 0.0010766304654358846
leaf_count=317 266 160 279 139 771 599 590
internal_value=0 0.00919745 -0.00269146 0.00106366 -0.004426 0.000820964 -0.00976656
internal_weight=0 0.00220398 0.00770028 0.00612079 0.0046285 0.00355997 0.00250306
internal_count=3121 426 2695 2416 2277 1506 907
is_linear=0
shrinkage=0.1


Tree=4257
num_leaves=8
num_cat=0
split_feature=4 1 4 2 48 0 0
split_gain=1.96918e-05 4.65064e-05 3.41858e-05 5.09394e-05 4.37671e-05 4.99568e-05 4.15883e-05
threshold=0.24564500000000003 0.111945 0.055260000000000011 0.10981000000000002 0.083985000000000018 0.047850000000000011 -0.084269999999999984
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1
right_child=1 -3 -4 -5 -6 -7 -8
leaf_value=-0.016649024135700973 -0.0072737631601389576 0.021888792489959282 -0.015565355016700463 0.017452596872763546 0.011077701502798049 -0.028781852019799214 0.010312645865720442
leaf_weight=0.001063020262984079 0.0010236746573359969 0.0011739690621054861 0.001575023792374064 0.0014328205520489669 0.0013494944019065316 0.0010136506492066182 0.0012388397074650456
leaf_count=712 150 276 279 290 362 138 914
internal_value=0 0.00830471 -0.00243161 0.000960745 -0.0041046 -0.0102842 -0.0021385
internal_weight=0 0.00219764 0.00767285 0.00609783 0.00466501 0.00331551 0.00230186
internal_count=3121 426 2695 2416 2126 1764 1626
is_linear=0
shrinkage=0.1


Tree=4258
num_leaves=8
num_cat=0
split_feature=50 484 3 1 15 1 133
split_gain=2.05108e-05 3.85035e-05 3.72774e-05 5.02178e-05 6.65065e-05 0.000101895 6.28836e-05
threshold=0.088425000000000017 0.084040000000000017 -0.12018999999999998 0.090405000000000013 -0.016799999999999995 0.11212500000000002 0.076280000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 6 5 -5 -4
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=0.013796340635442226 -0.012552779027748011 0.019562042970119958 -0.028769908010124731 0.016871782053446645 0.024250607445094483 -0.022633853288404598 0.0033217742872458066
leaf_weight=0.0014165256712303682 0.0011557830675871092 0.0010520712250180137 0.0014378488549766787 0.0011632404423179835 0.0010684228826497531 0.001488100374260912 0.0010612714669976011
leaf_count=262 560 323 833 210 168 259 506
internal_value=0 0.00162722 -0.00084399 -0.00417874 0.00318687 -0.00530128 -0.0151419
internal_weight=0 0.00868748 0.00763541 0.00621888 0.00371976 0.00265134 0.00249912
internal_count=3121 2561 2238 1976 637 469 1339
is_linear=0
shrinkage=0.1


Tree=4259
num_leaves=9
num_cat=0
split_feature=11 3 133 1 4 16 13 52
split_gain=5.56355e-05 6.33841e-05 5.23098e-05 9.65738e-05 7.39083e-05 6.38812e-05 6.08129e-05 8.0534e-05
threshold=0.081365000000000007 -0.12018999999999998 0.076280000000000014 0.095285000000000022 -0.0016099999999999997 -0.29154999999999992 -0.061684999999999997 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5 -7 -8
right_child=-2 2 -4 5 -6 6 7 -9
leaf_value=0.00042554851641955847 -0.00044533329542298898 -0.00014150203761552382 0.00027965184449759155 -0.00034371944301314844 -0.00080153659448818182 0.00061800188506031374 -0.00029537529579677923 0.00042337721885730918
leaf_weight=0.0014013536267194144 0.0010057884934620157 0.0018106047691224428 0.0017702999713518812 0.0010302827335761161 0.001019541775640479 0.0010067364089218246 0.0012692992732851001 0.0011355378143217271
leaf_count=178 178 920 987 156 282 213 137 70
internal_value=0 3.75238e-05 -2.26113e-05 -9.61945e-05 -0.000379275 8.41716e-05 0.000213393 4.40118e-05
internal_weight=0 0.0104437 0.0090423 0.007272 0.00283015 0.00444186 0.00341157 0.00240484
internal_count=3121 2943 2765 1778 1202 576 420 207
is_linear=0
shrinkage=0.00196078


Tree=4260
num_leaves=10
num_cat=0
split_feature=147 48 52 2 12 52 12 4 13
split_gain=5.58503e-05 7.80991e-05 0.000100431 9.15809e-05 6.37752e-05 6.23228e-05 9.65396e-05 6.47005e-05 5.95689e-05
threshold=1.0000000180025095e-35 0.11951500000000001 0.11434500000000002 0.099185000000000009 0.097825000000000009 -0.088204999999999992 0.084100000000000022 -1.0000000180025095e-35 -0.089109999999999981
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -7 -5
right_child=-2 -3 -4 8 -6 6 -8 -9 -10
leaf_value=-0.00052986499529262372 0.00043011707573157009 -0.00056524663937497705 -0.00053132688563047796 0.00072189666775600964 0.00034830102457100097 0.00058706766557013951 -0.00043907536846363025 -0.00010853183481582122 0.00013036082261437404
leaf_weight=0.0012838750351140062 0.0010224865527587159 0.0010212893411965006 0.0011797118493052277 0.0011276001285941695 0.0011788033177239921 0.0010384206752529941 0.001305394087864736 0.0010181834576128879 0.0015600148243039734
leaf_count=306 183 107 469 122 192 205 936 131 470
internal_value=0 -4.95149e-05 4.83001e-06 7.91356e-05 -5.90162e-05 -0.000162365 -2.20251e-05 0.00024269 0.000378542
internal_weight=0 0.0107133 0.009692 0.00851229 0.00582468 0.00464587 0.003362 0.0020566 0.00268761
internal_count=3121 2938 2831 2362 1770 1578 1272 336 592
is_linear=0
shrinkage=0.00196078


Tree=4261
num_leaves=11
num_cat=0
split_feature=484 48 4 150 12 1 12 48 52 4
split_gain=0.000170752 6.33313e-05 0.000151827 5.99921e-05 9.32872e-05 7.37586e-05 9.9598e-05 0.000118473 4.65493e-05 8.62697e-05
threshold=-1.0000000180025095e-35 0.11951500000000001 0.40473500000000007 0.089910000000000018 -0.040564999999999997 0.11453000000000001 0.095330000000000012 0.083985000000000018 0.0031350000000000002 -0.031404999999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 8 9 -6
right_child=1 -3 -4 -5 5 -7 -8 -9 -10 -11
leaf_value=-0.0007713065826611829 -0.00043609522663209 -0.00040928996642222579 0.00081001022842466927 -0.00038637336591317766 -0.00051114542758697327 0.0006014748939525453 -0.00039546666547337245 0.00078092809417608009 0.00037059381433611466 0.00026139499288741034
leaf_weight=0.0010368143488903815 0.0011316510410896057 0.0010071564920231145 0.0010566610629093023 0.0011855625662444648 0.0011206103400771014 0.0012540451057385382 0.0013217688725516421 0.0010839700705969632 0.0010645681126730841 0.0011025170771592288
leaf_count=515 184 93 262 213 360 77 443 157 633 184
internal_value=0 6.00338e-05 0.00010583 2.55169e-05 8.59593e-05 0.000170995 7.61767e-05 0.000218778 3.34337e-05 -0.000128019
internal_weight=0 0.0113285 0.0103214 0.00926469 0.00807913 0.00694748 0.00569343 0.00437167 0.0032877 0.00222313
internal_count=3121 2606 2513 2251 2038 1854 1777 1334 1177 544
is_linear=0
shrinkage=0.00196078


Tree=4262
num_leaves=6
num_cat=0
split_feature=15 0 49 4 43
split_gain=1.75364e-05 2.79493e-05 9.9613e-05 6.09647e-05 3.69959e-05
threshold=-0.11713499999999999 -0.10096999999999999 -0.006494999999999999 -0.0029599999999999995 -0.0030899999999999994
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -3
right_child=1 3 -4 -5 -6
leaf_value=-0.0091220212962987469 -0.007019544686695094 0.012809788219302551 0.027299112459773563 -0.022706373379673961 -0.0076375670772332246
leaf_weight=0.0017548895138418145 0.0018330866913753752 0.0019377996736324331 0.0015703088309033772 0.0011851580709421761 0.0016285039227092503
leaf_count=484 206 1220 213 450 548
internal_value=0 0.00189764 0.0088149 -0.00305709 0.00347278
internal_weight=0 0.00815486 0.0034034 0.00475146 0.0035663
internal_count=3121 2637 419 2218 1768
is_linear=0
shrinkage=0.1


Tree=4263
num_leaves=8
num_cat=0
split_feature=0 15 0 15 150 12 47
split_gain=1.98733e-05 6.87671e-05 5.33981e-05 6.69859e-05 7.3773e-05 3.90223e-05 2.70148e-05
threshold=-0.060129999999999996 -1.0000000180025095e-35 -0.082974999999999979 -0.0088349999999999974 0.081835000000000019 0.09141500000000001 0.092165000000000011
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -3 -1
right_child=1 5 -4 -5 -6 -7 -8
leaf_value=-0.027955780060259301 0.026447319345604559 -0.018493892689920799 -0.024360992882605431 0.016223359289296798 0.012225551778338305 0.0079261098858899176 -0.0066624933433400944
leaf_weight=0.001222784943194983 0.0011190819891088956 0.0010091861992304746 0.0010142295071421843 0.0018319406320655603 0.0012740458770135171 0.0012533417887158615 0.0011620472745275817
leaf_count=525 259 158 978 588 269 156 188
internal_value=0 0.00617075 -0.00328015 0.000613771 -0.0072017 -0.00385836 -0.0175803
internal_weight=0 0.00338161 0.00650505 0.00549082 0.00365888 0.00226253 0.00238483
internal_count=3121 573 2548 1570 982 314 713
is_linear=0
shrinkage=0.1


Tree=4264
num_leaves=9
num_cat=0
split_feature=11 3 49 15 3 15 52 3
split_gain=3.84261e-05 5.08082e-05 5.95763e-05 8.49672e-05 7.12356e-05 5.99182e-05 0.000113179 8.17555e-05
threshold=0.080455000000000013 -0.12018999999999998 -0.006494999999999999 -0.049819999999999996 -0.078934999999999991 -0.016799999999999995 0.029970000000000007 0.099930000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 7 -7 -6
right_child=-2 2 4 -5 5 6 -8 -9
leaf_value=0.000375577997492343 -0.00037088591038181979 9.5620622307034404e-05 -0.00038971972331641042 -0.00058964030614716003 0.00029868355684912708 0.00077325910492454268 -9.5062944666096208e-05 -0.00037304631595934639
leaf_weight=0.0013943011202679602 0.0010234990054869024 0.0013233416911937958 0.0010320290561877787 0.0014666753123469098 0.0014696314575593028 0.001359016829969407 0.0010030812518488569 0.001324347285905747
leaf_count=167 189 232 1152 309 506 201 217 148
internal_value=0 2.73439e-05 -2.67368e-05 -0.000264612 8.05135e-05 0.000174634 0.00040452 -1.97167e-05
internal_weight=0 0.0103724 0.00897812 0.00279002 0.00618811 0.00515608 0.0023621 0.00279398
internal_count=3121 2932 2765 541 2224 1072 418 654
is_linear=0
shrinkage=0.00196078


Tree=4265
num_leaves=9
num_cat=0
split_feature=484 4 0 1 15 16 16 0
split_gain=0.000196667 8.2051e-05 0.000109581 0.000121135 8.61798e-05 0.000118165 0.000106906 0.000113665
threshold=-1.0000000180025095e-35 -0.49405499999999997 0.056435000000000006 0.077565000000000009 1.0000000180025095e-35 -0.008904999999999998 -0.089669999999999986 -0.20211999999999997
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=-0.00082017329590415686 -0.0004665500180217476 -0.00040192776277828357 0.00072985751024834422 -0.00014639184407513295 -0.00025196914699000822 0.00067960558767204504 -0.00039722455438246913 0.00063404710673777302
leaf_weight=0.0010467900775064281 0.0010066195671653523 0.0018125459396654544 0.001020623575875808 0.0012829402978524751 0.0015355949222898716 0.0018573838823506845 0.0012411377717497585 0.0016278494914508937
leaf_count=515 133 1252 102 76 354 239 179 271
internal_value=0 6.79364e-05 0.000119779 5.32372e-05 0.000162583 0.000268517 8.46139e-05 0.000290066
internal_weight=0 0.0113847 0.0103781 0.00935745 0.00754491 0.00600931 0.00415193 0.00291079
internal_count=3121 2606 2473 2371 1119 765 526 347
is_linear=0
shrinkage=0.00196078


Tree=4266
num_leaves=8
num_cat=0
split_feature=4 1 12 52 49 15 4
split_gain=2.10678e-05 4.52463e-05 2.96924e-05 5.49009e-05 7.50106e-05 9.57277e-05 0.000178894
threshold=0.24564500000000003 0.111945 0.098810000000000023 0.091275000000000009 -0.048674999999999989 -0.016799999999999995 -0.077834999999999988
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -6 -7
right_child=1 -3 -4 -5 5 6 -8
leaf_value=0.013901850263370433 -0.0066776928472245039 0.021944853359395628 -0.016837154241118712 0.016812959979524113 -0.034100394026053325 -0.028578422065638587 0.029014306235912647
leaf_weight=0.0014845264150520577 0.0010392398215722447 0.0011786834373399987 0.0012203216565086494 0.0015174873108727092 0.0013249554318183832 0.0010850224180788265 0.0010723986066927963
leaf_count=271 150 276 404 497 560 692 271
internal_value=0 0.00853335 -0.00252708 0.000165981 -0.00492 -0.0129437 4.94447e-05
internal_weight=0 0.00221792 0.00770471 0.00648439 0.0049669 0.00348238 0.00215742
internal_count=3121 426 2695 2291 1794 1523 963
is_linear=0
shrinkage=0.1


Tree=4267
num_leaves=7
num_cat=0
split_feature=0 1 48 0 47 16
split_gain=1.974e-05 5.54492e-05 3.93635e-05 7.86565e-05 6.3767e-05 8.66232e-05
threshold=0.041630000000000007 0.077565000000000009 0.086260000000000017 -0.20211999999999997 0.092530000000000015 -0.029084999999999996
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=-0.02072957147250205 0.0094312568475019929 0.027388753288575565 -0.029912191599339406 0.0088546333208936786 -0.013908794382013588 -0.0042529038013508083
leaf_weight=0.0013410122338770548 0.001796048040612762 0.0019496959369811641 0.0010107039861623202 0.0010854691627466603 0.00113671133315619 0.0015554421331880112
leaf_count=1554 252 538 61 239 144 333
internal_value=0 -0.00215932 0.00153656 -0.00983742 0.00667284 0.0133474
internal_weight=0 0.00807903 0.00673802 0.00209617 0.00464185 0.00350514
internal_count=3121 2869 1315 300 1015 871
is_linear=0
shrinkage=0.1


Tree=4268
num_leaves=11
num_cat=0
split_feature=484 41 4 150 52 13 43 43 2 3
split_gain=0.000297178 0.000105078 0.000136723 0.000104156 0.000108218 0.000167031 5.62522e-05 9.36627e-05 7.80652e-05 6.47564e-05
threshold=-0.0068949999999999992 1.0000000180025095e-35 0.27044500000000005 0.089910000000000018 -0.054584999999999995 -0.004174999999999999 -0.0037449999999999996 -0.11008499999999999 0.10136500000000002 -0.0087149999999999988
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -6 9 -8
right_child=1 -3 -4 -5 6 -7 8 -9 -10 -11
leaf_value=-0.0010408816001096339 0.0010320544705151411 -0.00053708886715724262 0.00071581618341547051 -0.00045160977349718542 8.8117405731488375e-05 -5.3602763649977849e-06 -1.5650383865337446e-05 -0.00069880030708615334 -0.00026575437788818607 0.00063970776835564603
leaf_weight=0.0010096763322128685 0.0011145020449421753 0.0010154724565462478 0.0013134981560652915 0.0014067226177264794 0.0013499770177277295 0.0012842903049924792 0.0010458268796776742 0.0010215894510528997 0.0012088333647665662 0.001300521258797655
leaf_count=503 338 149 295 195 165 279 373 659 104 61
internal_value=0 6.65172e-05 0.000122009 4.18665e-05 0.000125247 0.000476633 -1.69734e-05 -0.00025086 0.000139046 0.000347598
internal_weight=0 0.0120612 0.0110458 0.00973226 0.00832554 0.00239879 0.00592675 0.00237157 0.00355518 0.00234635
internal_count=3121 2618 2469 2174 1979 617 1362 824 538 434
is_linear=0
shrinkage=0.00196078


Tree=4269
num_leaves=7
num_cat=0
split_feature=50 484 43 43 48 4
split_gain=2.16684e-05 3.61242e-05 3.55522e-05 5.69615e-05 5.27929e-05 6.30066e-05
threshold=0.088425000000000017 0.084040000000000017 -0.14968999999999996 -0.00067499999999999993 0.085875000000000021 0.053180000000000012
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=0.01224865556923628 -0.012886464607042097 0.018993083208232123 -0.021550757759272891 -0.0039334008758545843 -0.013739602853342026 0.025215434741195059
leaf_weight=0.0016535247342381772 0.0011627390683286729 0.0010552851436974025 0.0014531798536988926 0.0016812828909752438 0.0015614916991014997 0.001326731366899809
leaf_count=212 560 323 1198 439 169 220
internal_value=0 0.00164532 -0.000739558 -0.00430546 0.00117883 0.00892315
internal_weight=0 0.0087315 0.00767621 0.00602269 0.00456951 0.00300801
internal_count=3121 2561 2238 2026 828 659
is_linear=0
shrinkage=0.1


Tree=4270
num_leaves=7
num_cat=0
split_feature=3 12 52 52 4 42
split_gain=2.05396e-05 3.85827e-05 6.53794e-05 6.08036e-05 7.98537e-05 4.73601e-05
threshold=0.13524500000000003 -0.010834999999999999 0.10160000000000001 -0.0064899999999999992 0.0061450000000000003 0.084050000000000014
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=0.014603817776608389 0.010736794368816499 -0.026604988336598551 -0.027576325905241356 0.018060352997559675 0.0076439845498057629 -0.0062763150149746996
leaf_weight=0.0012010476414626272 0.0014960437765341303 0.0015657989434563833 0.0010689048082773355 0.0020007645902490514 0.0012044211248459179 0.0013319737260373958
leaf_count=341 192 787 522 644 171 464
internal_value=0 -0.00198419 -0.00476213 -0.000766326 -0.0117144 0.00833388
internal_weight=0 0.00837291 0.00717186 0.00610296 0.00277022 0.00333274
internal_count=3121 2929 2588 2066 958 1108
is_linear=0
shrinkage=0.1


Tree=4271
num_leaves=8
num_cat=0
split_feature=52 160 0 0 52 2 43
split_gain=2.02115e-05 8.70506e-05 7.45583e-05 9.04764e-05 4.60312e-05 9.97175e-05 7.22327e-05
threshold=-0.046924999999999988 -1.0000000180025095e-35 -0.15202999999999997 -0.053834999999999994 0.10347000000000002 0.10613000000000002 -0.0037449999999999996
decision_type=2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 6 -3
right_child=1 4 3 -5 -6 -7 -8
leaf_value=-0.015804738389718319 -0.026879010434707581 -0.01110165042996359 0.035390291901509302 -0.0044210676550102091 0.020651580688817266 -0.025543964958991274 0.021203715849658245
leaf_weight=0.0010487327015019088 0.0012617880537478749 0.0011724621099172188 0.0011963728224929624 0.0010918017045245597 0.0010914649029531813 0.0012872262970259245 0.0016894164479717021
leaf_count=70 743 593 603 280 204 210 418
internal_value=0 -0.00329886 0.0062747 0.0163943 0.00237861 -0.00242829 0.00796877
internal_weight=0 0.00650236 0.00333691 0.00228817 0.00524057 0.0041491 0.00286188
internal_count=3121 2168 953 883 1425 1221 1011
is_linear=0
shrinkage=0.1


Tree=4272
num_leaves=9
num_cat=0
split_feature=47 47 16 52 0 0 4 15
split_gain=5.97947e-05 9.22511e-05 6.656e-05 7.97478e-05 8.2114e-05 8.46013e-05 8.38163e-05 8.16787e-05
threshold=0.13148500000000005 0.10254000000000001 -0.48836499999999994 0.11434500000000002 -0.077999999999999986 -0.10607499999999999 -0.35136499999999998 -0.015039999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -6 -4
right_child=-2 -3 3 -5 6 -7 -8 -9
leaf_value=0.00042974638984567061 -0.00046184725893558547 0.00057433596925712523 -0.0002400374619038965 -0.00059652707332149158 -0.00013702017014717899 -0.00058756624838519607 0.00050284608863633855 0.00044591152062413767
leaf_weight=0.0010930546851874645 0.0010183659117442836 0.001096114013999114 0.0019182784256319774 0.0010274173621337666 0.001394961263212896 0.00139574706941206 0.0018061000349986391 0.001023482427547994
leaf_count=228 65 187 191 377 189 1175 600 109
internal_value=0 3.52644e-05 -2.59098e-05 -8.40533e-05 -1.42093e-05 -0.00019001 0.000224005 -1.38559e-06
internal_weight=0 0.0107552 0.00965904 0.00856599 0.00753857 0.00433751 0.00320106 0.00294176
internal_count=3121 3056 2869 2641 2264 1475 789 300
is_linear=0
shrinkage=0.00196078


Tree=4273
num_leaves=8
num_cat=0
split_feature=0 3 2 1 47 48 15
split_gain=1.88485e-05 6.5471e-05 5.48569e-05 5.18135e-05 5.31554e-05 3.28015e-05 5.57392e-05
threshold=-0.060129999999999996 0.076840000000000006 0.090675000000000019 0.08592000000000001 0.092530000000000015 0.087215000000000015 -0.095244999999999982
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 6 -5
right_child=1 -3 -4 4 -6 -7 -8
leaf_value=-0.020171763991433556 0.03286575044967778 -0.014075888250911196 0.0015878096156322092 0.031822940297106771 -0.015793849548521702 -0.006601633885071641 0.0019412567274718533
leaf_weight=0.0014084117114196576 0.0010236106726483932 0.0010925225206886505 0.001239999719948168 0.0010322191441099822 0.0013139254572245721 0.0011363142109111976 0.0015793634658273921
leaf_count=1567 150 125 298 164 204 132 481
internal_value=0 0.00602848 0.0157318 -0.0032069 0.00151343 0.00758096 0.0137519
internal_weight=0 0.00335613 0.00226361 0.00647023 0.00506182 0.0037479 0.00261158
internal_count=3121 573 448 2548 981 777 645
is_linear=0
shrinkage=0.1


Tree=4274
num_leaves=8
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split_feature=3 39 457 3 3 1 1
split_gain=2.00289e-05 3.22042e-05 5.29378e-05 5.89526e-05 3.72198e-05 6.37091e-05 2.62448e-05
threshold=0.13524500000000003 0.0046100000000000004 0.080930000000000016 -0.074084999999999998 -0.14847999999999997 0.08844500000000001 0.095695000000000016
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=-0.015391111243005002 0.010668378738545675 0.013092504709601863 0.014289904550210054 -0.010902685474301763 -0.010487406327841765 0.022018809010243688 -0.032222915483606708
leaf_weight=0.001127023496860894 0.0014811394711794846 0.0012146726362890639 0.0012348611218421079 0.0012326731028134276 0.001146151598272084 0.0012721423757362893 0.0010860974722069973
leaf_count=232 192 335 176 383 1291 348 164
internal_value=0 -0.00195375 -0.00452826 -0.00849099 -0.000382262 0.00661247 -0.0208889
internal_weight=0 0.00831362 0.00709895 0.00586409 0.00354532 0.00241829 0.00231877
internal_count=3121 2929 2594 2418 1871 1639 547
is_linear=0
shrinkage=0.1


Tree=4275
num_leaves=8
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split_feature=2 2 2 3 13 15 15
split_gain=2.23846e-05 4.69413e-05 3.53343e-05 4.79226e-05 3.47153e-05 2.91552e-05 1.67692e-05
threshold=0.099185000000000009 0.091545000000000015 0.086590000000000014 -0.078934999999999991 -0.08971999999999998 -0.074054999999999996 -0.040439999999999997
decision_type=2 2 2 2 2 2 2
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right_child=4 -3 -4 6 5 -7 -8
leaf_value=-0.018272508772517553 0.018530585065882087 -0.023562484194477932 0.01599944101654777 -0.003397541234405067 0.010843695490062777 -0.01029020704380843 0.014342013741717206
leaf_weight=0.0015012042815152503 0.0013800799415557429 0.0010152305795588894 0.0010826377314134767 0.0011201975594620315 0.0011621966614246714 0.0014891881761629963 0.0010163539412072814
leaf_count=828 200 372 560 244 308 411 198
internal_value=0 -0.00405534 0.000140131 -0.00457978 0.00566845 -0.00102646 0.00504114
internal_weight=0 0.00573562 0.00472039 0.00363776 0.00403146 0.00265138 0.00213655
internal_count=3121 2202 1830 1270 919 719 442
is_linear=0
shrinkage=0.1


Tree=4276
num_leaves=7
num_cat=0
split_feature=50 4 4 2 2 0
split_gain=2.13914e-05 3.5631e-05 4.40696e-05 2.77938e-05 4.22942e-05 4.43006e-05
threshold=0.088425000000000017 0.27834500000000006 0.098655000000000007 0.10644500000000001 0.092875000000000013 -0.077999999999999986
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=-0.00479808737987872 -0.012942546265845654 0.017444054756545414 -0.015656903176975861 0.014798595131122878 -0.017123007170168961 0.019519321383555124
leaf_weight=0.0018361327126554289 0.0011349484966141779 0.0012268661995886478 0.0015984040813096694 0.0015035060669731145 0.0011795775345148311 0.0012654977833168554
leaf_count=1082 560 315 206 341 354 263
internal_value=0 0.00166308 -0.000959278 0.0031019 -0.00100583 0.00512367
internal_weight=0 0.00860998 0.00738312 0.00578471 0.00428121 0.00310163
internal_count=3121 2561 2246 2040 1699 1345
is_linear=0
shrinkage=0.1


Tree=4277
num_leaves=7
num_cat=0
split_feature=52 52 52 12 43 16
split_gain=2.03077e-05 5.48018e-05 4.28966e-05 4.93777e-05 6.50453e-05 8.18495e-05
threshold=-0.24456499999999998 -0.081429999999999989 -0.0064899999999999992 0.09334000000000002 -0.0037449999999999996 -0.36241499999999999
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6
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leaf_value=-0.013324731697429804 0.019684179868659151 -0.018043988563955702 -0.0090749905202548511 -0.012067275320912528 -0.0039877727059978076 0.031672140275746524
leaf_weight=0.0010280898489383261 0.0013968422670560783 0.0013478634170279342 0.0014797786581590561 0.0018096685892992053 0.0010896671358181648 0.0015725532234125332
leaf_count=364 407 438 828 545 175 364
internal_value=0 0.0015373 -0.0019353 0.0017128 0.00773342 0.0170763
internal_weight=0 0.00869637 0.00729953 0.00595167 0.004142 0.00266222
internal_count=3121 2757 2350 1912 1367 539
is_linear=0
shrinkage=0.1


Tree=4278
num_leaves=9
num_cat=0
split_feature=48 16 52 2 43 12 52 43
split_gain=6.03568e-05 0.000124681 6.55886e-05 6.53807e-05 7.42205e-05 8.87314e-05 8.1426e-05 0.000115056
threshold=0.11951500000000001 -0.48836499999999994 0.11434500000000002 0.10644500000000001 1.0000000180025095e-35 0.09202500000000001 -0.087284999999999988 -0.0037449999999999996
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=0.00063121685660976119 -0.00045984930489044755 -0.00057993367527663857 -0.00049000635295980686 0.00035093224436632197 -0.00055002102454168838 0.00044070482227265149 -0.00045394365372727446 0.00037047363237502481
leaf_weight=0.0011849468992226183 0.0010541337393357034 0.001120164828094346 0.0011165293482977645 0.0017624970720832725 0.0010579951746632022 0.0014063949535387801 0.0010694005495500872 0.0016628788373310912
leaf_count=244 114 324 401 414 348 356 759 161
internal_value=0 3.2583e-05 -4.45548e-05 1.70047e-05 -7.61664e-05 1.91656e-05 -0.000134724 4.78008e-05
internal_weight=0 0.0103808 0.00919586 0.00807933 0.00631683 0.00525884 0.00385244 0.00273228
internal_count=3121 3007 2763 2362 1948 1600 1244 920
is_linear=0
shrinkage=0.00196078


Tree=4279
num_leaves=9
num_cat=0
split_feature=42 43 3 4 133 52 2 4
split_gain=4.59724e-05 7.31303e-05 0.00016672 0.000129005 0.000113768 7.63254e-05 0.000109842 7.77793e-05
threshold=-0.095859999999999987 -0.04890499999999999 -0.077774999999999983 -0.083854999999999985 -0.0061299999999999992 -0.0064899999999999992 0.10613000000000002 0.0052350000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -3 7 -7 -6
right_child=1 4 -4 -5 5 6 -8 -9
leaf_value=-0.00040735481458078804 0.00039804330966800039 -0.0006898189246063776 0.00086313080503032098 -0.00056231779907767101 -0.00056732757557026534 0.00053391705792579672 -0.00013656579825854794 0.00013610462673673086
leaf_weight=0.0010122696390377399 0.0011430816752560978 0.0010139853806156148 0.0011788018285021091 0.0010155393169074271 0.0013448293838207205 0.0018529906097800293 0.0019053439659474584 0.0010975526167687141
leaf_count=241 187 683 456 648 280 374 174 78
internal_value=0 3.00883e-05 0.000270089 -5.37657e-05 -8.09326e-05 1.86368e-05 0.000194006 -0.000251221
internal_weight=0 0.0105521 0.00333742 0.00215862 0.0072147 0.00620072 0.00375833 0.00244238
internal_count=3121 2880 1291 835 1589 906 548 358
is_linear=0
shrinkage=0.00196078


Tree=4280
num_leaves=6
num_cat=0
split_feature=51 43 52 12 0
split_gain=2.09504e-05 3.67678e-05 5.85984e-05 9.44209e-05 3.95056e-05
threshold=-0.076794999999999988 -0.14968999999999996 -0.046924999999999988 0.088365000000000013 -0.10474999999999998
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0098271304303604798 0.016901871973225454 0.01458151478027838 -0.0066483131923172362 -0.024970607832928839 0.01626354348955128
leaf_weight=0.0017880621843854591 0.0013940364885191379 0.0017690957389262128 0.0016111817465285015 0.0017812389335725397 0.0014121404104245889
leaf_count=537 234 548 252 845 705
internal_value=0 0.00215044 -0.000977805 -0.00670693 0.00405341
internal_weight=0 0.00796769 0.00657366 0.00480456 0.00302332
internal_count=3121 2584 2350 1802 957
is_linear=0
shrinkage=0.1


Tree=4281
num_leaves=9
num_cat=0
split_feature=50 3 43 0 16 0 151 11
split_gain=2.97723e-05 4.13246e-05 5.15241e-05 0.000120261 9.33774e-05 9.29845e-05 7.66495e-05 1.10429e-05
threshold=0.088425000000000017 -0.12018999999999998 0.11268500000000002 -0.053834999999999994 0.0047850000000000011 -0.10607499999999999 -0.0083949999999999979 1.0000000180025095e-35
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=0.00042660980505655787 -0.00028401983441784894 -0.0003129504883621542 0.00037732579919169136 -0.00061502526727173659 0.00050718209382218202 -0.00058642814986661787 0.00033237771769501276 0.00013651237941607637
leaf_weight=0.001012111733051416 0.0012972798145853099 0.001173138843272073 0.0010200582785549256 0.0013649164403955394 0.0012458038387630939 0.0011231381572603897 0.001783326456538501 0.0010058768806842228
leaf_count=107 560 135 200 273 352 1091 207 196
internal_value=0 3.2209e-05 -3.31696e-05 -9.57569e-05 3.7333e-05 -0.000106147 7.63086e-05 0.000282009
internal_weight=0 0.00972837 0.00771038 0.00669032 0.00532541 0.0040796 0.00295647 0.00201799
internal_count=3121 2561 2258 2058 1785 1433 342 303
is_linear=0
shrinkage=0.00196078


Tree=4282
num_leaves=7
num_cat=0
split_feature=4 15 12 52 16 51
split_gain=2.35137e-05 4.07555e-05 2.77294e-05 5.08902e-05 4.76903e-05 6.08313e-05
threshold=0.24564500000000003 -0.15026499999999995 0.098810000000000023 -0.088204999999999992 -0.010264999999999998 0.081440000000000026
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=-0.015348729023667351 0.022230579907255729 -0.0052110706407553203 -0.016677806956286401 -0.013023259350015502 0.018313854557410563 0.016563931524323793
leaf_weight=0.001624224399470014 0.0011341933782620427 0.0010351676830250098 0.0011912836874304238 0.0019440020273794696 0.0017444087697827478 0.0010814764066665156
leaf_count=535 266 160 404 1047 443 266
internal_value=0 0.00913607 -0.00267022 -6.04733e-05 0.00514543 -0.00244713
internal_weight=0 0.00216936 0.0075854 0.00639411 0.00476989 0.00302548
internal_count=3121 426 2695 2291 1756 1313
is_linear=0
shrinkage=0.1


Tree=4283
num_leaves=10
num_cat=0
split_feature=147 52 13 133 2 15 42 15 3
split_gain=4.91867e-05 5.68636e-05 6.7787e-05 8.25579e-05 9.43068e-05 6.17253e-05 8.3189e-05 8.4604e-05 6.99064e-05
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decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 -4
right_child=-2 -3 5 -5 -6 -7 -8 -9 -10
leaf_value=-0.00031738729070375922 0.00040562154157803274 -0.00048187085560296545 0.00015944594320944881 0.00066677149582556694 0.00046977026841181523 -0.0005628460016500618 -0.00053916436955133492 0.00057659099543993023 -0.00044095093585863778
leaf_weight=0.0013722673187120658 0.0010355550152193098 0.0010216475297025506 0.0019491607585114205 0.0011025776903396014 0.0010202056649356271 0.0010072063117987119 0.0010046758419198359 0.0010315858273729495 0.0012074678400879613
leaf_count=445 183 363 440 400 169 685 212 161 63
internal_value=0 -4.18824e-05 4.48232e-06 0.000222855 1.82748e-05 -0.000118616 -3.24541e-05 8.90964e-05 -7.02168e-05
internal_weight=0 0.0107168 0.00969515 0.00349505 0.00239247 0.0062001 0.00519289 0.00418821 0.00315663
internal_count=3121 2938 2575 1014 614 1561 876 664 503
is_linear=0
shrinkage=0.00196078


Tree=4284
num_leaves=7
num_cat=0
split_feature=50 484 43 43 4 16
split_gain=2.22335e-05 3.07999e-05 2.97751e-05 4.46023e-05 4.22023e-05 0.000103606
threshold=0.088425000000000017 0.084040000000000017 -0.14968999999999996 -0.00067499999999999993 0.0052350000000000009 -0.094359999999999986
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=0.0016427868514719383 0.0011361722290663947 0.0010390121916265 0.0014376947464407111 0.0019039667333821809 0.001434846025811586 0.0011707240360700807
leaf_count=212 560 323 1198 496 229 103
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internal_weight=0 0.00862903 0.00759002 0.00594723 0.00450954 0.00260557
internal_count=3121 2561 2238 2026 828 332
is_linear=0
shrinkage=0.1


Tree=4285
num_leaves=10
num_cat=0
split_feature=41 52 52 13 52 15 457 16 4
split_gain=0.000125818 7.24817e-05 0.000111519 0.000101649 0.000205451 0.000113289 9.53866e-05 6.8656e-05 0.00012666
threshold=1.0000000180025095e-35 0.17829500000000004 0.10347000000000002 -0.0034749999999999994 -0.013374999999999998 0.083935000000000023 0.082380000000000009 -0.25582999999999995 0.0082450000000000006
decision_type=2 2 2 2 2 2 2 2 2
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right_child=-2 -3 -4 6 5 -7 -8 8 -10
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leaf_weight=0.0015815461622062537 0.0010166404216938188 0.0010152234322148681 0.0010224053607545804 0.0010260141548405462 0.0012506411892571475 0.001020094730556587 0.0014283546525490675 0.0016536551444783047 0.0013417974710518005
leaf_count=652 173 342 214 80 429 519 116 487 109
internal_value=0 5.09285e-05 0.000100086 3.25256e-05 0.000276319 -0.000101586 -0.000139803 -0.000294403 -0.000444344
internal_weight=0 0.0113397 0.0103245 0.0093021 0.00385228 0.00227074 0.00544982 0.00402147 0.00299545
internal_count=3121 2948 2606 2392 1600 948 792 676 596
is_linear=0
shrinkage=0.00196078


Tree=4286
num_leaves=8
num_cat=0
split_feature=475 42 43 2 4 4 0
split_gain=2.29616e-05 4.66015e-05 5.91683e-05 4.40517e-05 4.19809e-05 6.82816e-05 3.9226e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.067199999999999996 0.089885000000000007 -0.27825499999999997 0.033845000000000007 -0.081459999999999991
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 6 -4 -5 -6 -3
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leaf_weight=0.001015037848917706 0.0014590865249684741 0.0010288563116397265 0.001473767400466475 0.0010173052195588438 0.0011518196859198089 0.0016296439416210937 0.0010062623599344177
leaf_count=501 809 421 522 99 232 225 312
internal_value=0 0.00160473 0.00486259 -0.000727777 0.00496553 0.0113231 0.019346
internal_weight=0 0.00876674 0.00730765 0.00527254 0.00379877 0.00278146 0.00203512
internal_count=3121 2620 1811 1078 556 457 733
is_linear=0
shrinkage=0.1


Tree=4287
num_leaves=10
num_cat=0
split_feature=48 16 15 47 2 4 52 4 15
split_gain=4.34804e-05 0.000112895 6.78623e-05 9.19553e-05 7.45878e-05 5.12066e-05 9.02038e-05 0.000137229 6.97385e-05
threshold=0.11951500000000001 -0.48836499999999994 -0.14147499999999996 0.10254000000000001 0.10981000000000002 -0.35136499999999998 -0.085984999999999992 -0.0016099999999999997 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7 8 -8
right_child=-2 2 3 -5 -6 6 7 -9 -10
leaf_value=0.00061382955845118339 -0.00039595192809472251 -0.00050156669071999363 -0.00053003372050048378 0.00056914211163608538 0.00036843700297748441 -0.00057438551779938427 0.00077569963498148029 -0.00040240949190368749 4.8496886262503237e-05
leaf_weight=0.0011372802982790699 0.0010032603551105969 0.0010858397960671904 0.0011398753688742326 0.001024382855940963 0.0012626567450246149 0.0010171224440629154 0.0010138769583395847 0.0013085896309267481 0.0010141861153162277
leaf_count=244 114 298 165 112 313 348 325 272 930
internal_value=0 3.22248e-05 -4.23757e-05 2.17071e-05 -6.12943e-05 -0.000160063 -6.32004e-05 9.26258e-05 0.000412043
internal_weight=0 0.0100038 0.00886653 0.00778069 0.00675631 0.00549365 0.00435378 0.00333665 0.00202806
internal_count=3121 3007 2763 2465 2353 2040 1875 1527 1255
is_linear=0
shrinkage=0.00196078


Tree=4288
num_leaves=8
num_cat=0
split_feature=4 1 0 0 42 0 16
split_gain=2.33046e-05 3.34712e-05 2.92631e-05 5.23874e-05 7.02116e-05 8.52431e-05 6.42208e-05
threshold=0.24564500000000003 0.111945 0.041630000000000007 -0.053834999999999994 0.083995000000000014 -0.10607499999999999 -0.071359999999999993
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1
right_child=1 -3 -4 -5 -6 -7 -8
leaf_value=-0.01516242830837823 -0.0040240893181356071 0.020807129157130025 0.0086850619786046409 -0.026501396236371245 0.016164426228744849 -0.033109153872663465 0.018772266574284092
leaf_weight=0.0011525699944617352 0.0010289399984326224 0.0011490639379003068 0.0017503327958552804 0.0010318377541207622 0.0015132459913609151 0.00106644806245864 0.0010804911638963152
leaf_count=133 150 276 224 196 1107 886 149
internal_value=0 0.00907628 -0.00265761 -0.0060545 -0.00167075 -0.00985046 0.00125725
internal_weight=0 0.002178 0.00759493 0.00584459 0.00481276 0.00329951 0.00223306
internal_count=3121 426 2695 2471 2275 1168 282
is_linear=0
shrinkage=0.1


Tree=4289
num_leaves=7
num_cat=0
split_feature=475 42 43 4 2 15
split_gain=2.04628e-05 3.19151e-05 4.50042e-05 5.12914e-05 6.71334e-05 3.19949e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 0.24564500000000003 0.089885000000000007 -1.0000000180025095e-35
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=-0.013500729204389373 -0.012036002515060797 0.017298477942791615 -0.025021942870532027 0.016729977289843032 0.0153912576315528 -0.006425660024069111
leaf_weight=0.0010120346778539494 0.0014483491903205378 0.0019321566135117891 0.0012784133208476691 0.0013047511356953671 0.0011548422872971942 0.0016083607298098977
leaf_count=501 809 662 507 214 172 256
internal_value=0 0.00152068 0.00421832 -0.0005088 -0.00607398 0.00269242
internal_weight=0 0.00872687 0.00727852 0.00534637 0.00404162 0.0027632
internal_count=3121 2620 1811 1149 935 428
is_linear=0
shrinkage=0.1


Tree=4290
num_leaves=8
num_cat=0
split_feature=0 15 16 15 0 49 4
split_gain=2.11775e-05 5.86566e-05 4.75673e-05 8.52746e-05 7.11598e-05 3.99236e-05 3.58218e-05
threshold=-0.060129999999999996 -1.0000000180025095e-35 -0.056919999999999991 -0.013104999999999999 -0.11756999999999999 -0.0060549999999999988 -0.37944499999999992
decision_type=2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 -1 -3
right_child=1 6 3 -5 -6 -7 -8
leaf_value=0.0040106925114853616 0.025712206784058195 -0.014307509153794374 -0.036305936981680186 0.0046957761985435293 0.016688084063357103 -0.021627435819331391 0.011130634806083254
leaf_weight=0.0012014865621408962 0.0010705635802168135 0.0012192845511583348 0.001026537508446551 0.0010027117459969607 0.0019525666663054962 0.0012283093006432129 0.0010139047746730544
leaf_count=128 259 191 617 451 1151 201 123
internal_value=0 0.0064675 -0.00338802 -0.0160458 0.00247314 -0.00894988 -0.00275817
internal_weight=0 0.00330375 0.00641161 0.00202925 0.00438236 0.0024298 0.00223319
internal_count=3121 573 2548 1068 1480 329 314
is_linear=0
shrinkage=0.1


Tree=4291
num_leaves=10
num_cat=0
split_feature=484 42 43 3 2 0 151 16 13
split_gain=0.000178944 8.87154e-05 9.5973e-05 0.000208095 0.000173767 0.000135154 7.76914e-05 0.000182316 7.25876e-05
threshold=-1.0000000180025095e-35 -0.098769999999999983 -0.074359999999999996 -0.078584999999999988 0.089885000000000007 -0.077999999999999986 -0.0083949999999999979 -0.071854999999999988 -0.004174999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 8 -3 -6 -8 -4
right_child=1 2 4 -5 6 -7 7 -9 -10
leaf_value=-0.00078612733160148571 -0.00050173027512150038 -0.00046940370525494284 -0.00086336293092529519 0.0011268043209644704 -0.00028109407565653476 0.00049471480307269238 0.00072759248495702733 -0.00011606174262855506 -0.00014836436792787185
leaf_weight=0.0010673515209321761 0.0010104225943816424 0.0010283631923708617 0.0010172431830129441 0.0010071847164618533 0.001092959527293734 0.0012248544017163592 0.0019884733520566756 0.0019511369729991578 0.001178140531143306
leaf_count=515 191 406 602 300 124 137 302 357 187
internal_value=0 5.31582e-05 0.000106615 0.000385884 -1.93585e-05 5.46934e-05 0.000181442 0.000309763 -0.000479663
internal_weight=0 0.0114988 0.0104884 0.0032604 0.00722795 0.00225322 0.00503257 0.00393961 0.00219538
internal_count=3121 2606 2415 843 1572 543 783 659 789
is_linear=0
shrinkage=0.00196078


Tree=4292
num_leaves=8
num_cat=0
split_feature=13 12 51 52 52 4 0
split_gain=2.46656e-05 4.19444e-05 4.87739e-05 4.82348e-05 5.63326e-05 5.45586e-05 0.000123255
threshold=-0.23438999999999996 -0.010834999999999999 0.08955500000000001 0.084960000000000022 -0.085984999999999992 0.2623950000000001 -0.10607499999999999
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=0.01311734962209315 0.015379114538262646 -0.014277772059687902 -0.022859002539840006 -0.020588359114986916 0.044417820553797227 -0.0083618925639346777 -0.00095622909627362759
leaf_weight=0.0012408565435139624 0.0011961593677855794 0.0013719034585435376 0.0012437942234636299 0.0010509362614212897 0.0010257393769200441 0.0011606124363083333 0.0014379111394352937
leaf_count=169 345 536 322 764 89 150 746
internal_value=0 -0.00197708 -0.00482457 -0.00111517 0.00298098 0.00951399 0.0179352
internal_weight=0 0.00848706 0.0072909 0.0060471 0.00499617 0.00362426 0.00246365
internal_count=3121 2952 2607 2285 1521 985 835
is_linear=0
shrinkage=0.1


Tree=4293
num_leaves=7
num_cat=0
split_feature=0 1 12 15 47 48
split_gain=2.18965e-05 4.79779e-05 3.02568e-05 8.17229e-05 7.88867e-05 9.66329e-05
threshold=0.041630000000000007 0.077565000000000009 0.10097500000000002 1.0000000180025095e-35 0.087235000000000021 0.085130000000000025
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=-0.019597485246241345 0.010014887987107758 0.030827884662348939 0.016629988070250675 -0.027180615298582352 -0.01185921743862659 -0.008052069764775311
leaf_weight=0.0013322611875088925 0.0017692178063888299 0.0015791341793319692 0.0010664895340309656 0.0010295448083342245 0.0018394333588867503 0.0010740398633482806
leaf_count=1554 252 385 165 356 249 160
internal_value=0 -0.0022899 0.0012098 -0.00176829 0.0040553 0.0150888
internal_weight=0 0.0079209 0.00658864 0.00552215 0.00449261 0.00265317
internal_count=3121 2869 1315 1150 794 545
is_linear=0
shrinkage=0.1


Tree=4294
num_leaves=9
num_cat=0
split_feature=41 3 160 151 16 15 1 52
split_gain=0.000120907 0.000119917 7.37514e-05 0.000116073 0.000104388 0.000134896 0.000100839 7.93261e-05
threshold=1.0000000180025095e-35 -0.12018999999999998 -0.082869999999999985 -0.0083949999999999979 -0.071854999999999988 -0.016799999999999995 0.10060500000000001 -0.034054999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 6 -6 -5 -7
right_child=-2 2 3 4 5 7 -8 -9
leaf_value=0.00056166884850791668 -0.00064778058493572576 -0.00049216112833122105 -0.00043820253757638196 8.9241846936096906e-05 -0.00058376469240590232 0.00061922443764137239 0.00078231755865323742 -0.00012009058428385308
leaf_weight=0.0015890012117112688 0.0010030135076037625 0.0011229803290449007 0.0015663930910386611 0.0017561273253439943 0.001292396494121334 0.0010096531003929215 0.0014935077611739451 0.0012472748045402634
leaf_count=221 173 547 374 824 437 124 182 239
internal_value=0 6.31457e-05 -2.03415e-05 4.29964e-05 0.000153859 -7.86176e-05 0.000407774 0.000210647
internal_weight=0 0.0110773 0.00948833 0.00836535 0.00679896 0.00354932 0.00324964 0.00225693
internal_count=3121 2948 2727 2180 1806 800 1006 363
is_linear=0
shrinkage=0.00196078


Tree=4295
num_leaves=8
num_cat=0
split_feature=2 13 2 0 16 15 4
split_gain=3.75318e-05 6.04407e-05 6.55493e-05 4.87473e-05 6.83203e-05 5.68203e-05 5.56828e-05
threshold=0.099185000000000009 -0.08971999999999998 0.11215000000000001 -0.060129999999999996 -0.078844999999999985 -1.0000000180025095e-35 -0.0016099999999999997
decision_type=2 2 2 2 2 2 2
left_child=3 -2 -3 4 6 -5 -1
right_child=1 2 -4 5 -6 -7 -8
leaf_value=0.00033225381560200739 0.0004382765396049036 0.00036748220036487424 -0.00024150214579689953 0.00046545654605780764 -0.00052410128679039635 -0.00017350924829323604 -0.00025189786635677696
leaf_weight=0.0010306638998730079 0.0015804463023445874 0.0010289284036708842 0.002001214615770196 0.0010460551195907999 0.0017389133460548761 0.0010953449711325499 0.001603370949230631
leaf_count=614 200 326 393 121 1053 126 288
internal_value=0 0.000127421 -3.47128e-05 -0.000103766 -0.000222461 0.00013862 -2.33268e-05
internal_weight=0 0.00461059 0.00303014 0.00651435 0.00437295 0.0021414 0.00263403
internal_count=3121 919 719 2202 1955 247 902
is_linear=0
shrinkage=0.00196078


Tree=4296
num_leaves=10
num_cat=0
split_feature=14 15 4 15 15 0 12 0 0
split_gain=5.36945e-05 6.7565e-05 6.5826e-05 9.15032e-05 7.46002e-05 8.44525e-05 4.70177e-05 6.65039e-05 2.38561e-05
threshold=-0.074569999999999984 -0.10653 -0.0029599999999999995 -0.022504999999999997 -0.082809999999999981 -0.097024999999999986 0.088305000000000008 -0.014954999999999998 -0.043914999999999989
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 -6 8 -8 -5
right_child=1 2 4 6 5 -7 7 -9 -10
leaf_value=-0.0004348131199057323 0.00040237843927648948 0.00063847087447341851 -0.00061097350532251713 -0.00044033039417774807 0.0002314842877215202 -0.00044966362908087045 0.00055108445916283121 -0.00013217077406685592 -1.5588223578476351e-05
leaf_weight=0.0010475035240374601 0.0015994576785925583 0.0010245613964439725 0.0012812442800573041 0.0010242822823334614 0.0017359598543364488 0.001172500042775357 0.0010192536465336672 0.0011838326558668922 0.0010094357085177626
leaf_count=149 388 399 256 622 153 254 646 116 138
internal_value=0 2.96836e-05 -3.33897e-05 0.000112636 -0.000216767 -4.31098e-05 -1.4523e-05 0.000183936 -0.00022951
internal_weight=0 0.0110505 0.00945107 0.00526137 0.0041897 0.00290846 0.0042368 0.00220309 0.00203372
internal_count=3121 2972 2584 1921 663 407 1522 762 760
is_linear=0
shrinkage=0.00196078


Tree=4297
num_leaves=7
num_cat=0
split_feature=3 51 15 52 43 16
split_gain=2.0391e-05 3.83596e-05 3.47097e-05 5.53008e-05 6.73626e-05 3.1142e-05
threshold=0.13524500000000003 0.08955500000000001 -0.11713499999999999 -0.088204999999999992 -0.0037449999999999996 -0.095964999999999981
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=-0.015305892192205085 0.010749090886328916 -0.0189679399768269 -0.012124674554135814 -0.0049901074248027812 0.0077215407088195818 0.029955226208868747
leaf_weight=0.0011332776816392123 0.0014830163683952841 0.0011457604641733499 0.0016028098229154382 0.001843933890506425 0.0011320523046782463 0.0014204289246168879
leaf_count=365 192 348 533 1138 156 389
internal_value=0 -0.00198388 0.000744431 0.0037764 0.00957349 0.0200944
internal_weight=0 0.00827826 0.0071325 0.00599922 0.00439642 0.00255248
internal_count=3121 2929 2581 2216 1683 545
is_linear=0
shrinkage=0.1


Tree=4298
num_leaves=8
num_cat=0
split_feature=2 2 13 16 0 15 15
split_gain=1.92459e-05 4.32317e-05 3.93868e-05 3.7782e-05 6.36442e-05 4.59827e-05 2.97919e-05
threshold=0.099185000000000009 0.091545000000000015 -0.08971999999999998 -0.078844999999999985 -0.060129999999999996 -0.043924999999999992 -0.074054999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 3 -2 5 -5 -1 -4
right_child=2 -3 6 4 -6 -7 -8
leaf_value=-0.0052198289554172012 0.018893199690245277 -0.022637242363495288 0.010082857222377934 -0.023661400213858687 0.0080219862497006925 0.023994340234735866 -0.011270280368130783
leaf_weight=0.0010366921870223608 0.0013868406251267675 0.0010025654639385885 0.0011641309938749459 0.0012856442382548064 0.0012508696018365185 0.0011217627295222556 0.0014892846405950534
leaf_count=256 200 372 308 848 149 577 411
internal_value=0 -0.00378697 0.00523605 0.000238322 -0.00803689 0.00996296 -0.00190203
internal_weight=0 0.00569753 0.00404026 0.00469497 0.00253651 0.00215845 0.00265342
internal_count=3121 2202 919 1830 997 833 719
is_linear=0
shrinkage=0.1


Tree=4299
num_leaves=7
num_cat=0
split_feature=50 484 43 43 4 16
split_gain=1.96488e-05 3.12635e-05 2.63161e-05 4.13562e-05 4.04153e-05 9.92756e-05
threshold=0.088425000000000017 0.084040000000000017 -0.14968999999999996 -0.00067499999999999993 0.0052350000000000009 -0.094359999999999986
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=0.010601345681697101 -0.012441062687043924 0.01794113539668855 -0.018569950966781518 -0.010151408853974529 -0.0085339612928983372 0.030746924795538047
leaf_weight=0.0016333282610181661 0.0011289977261158329 0.0010293663503420291 0.0014266022981439001 0.0018911182654066279 0.0014365469200552467 0.0011653194740218302
leaf_count=212 560 323 1198 496 229 103
internal_value=0 0.00159219 -0.000635969 -0.00373656 0.000973304 0.00905909
internal_weight=0 0.00858228 0.00755292 0.00591959 0.00449298 0.00260187
internal_count=3121 2561 2238 2026 828 332
is_linear=0
shrinkage=0.1


Tree=4300
num_leaves=11
num_cat=0
split_feature=41 13 52 2 52 2 15 48 15 3
split_gain=9.87231e-05 8.27948e-05 0.000173724 0.000112115 5.7581e-05 8.24543e-05 0.000109691 8.24333e-05 5.27872e-05 5.09761e-05
threshold=1.0000000180025095e-35 -0.0034749999999999994 -0.013374999999999998 0.10584500000000001 0.10744000000000002 0.11215000000000001 -0.10091499999999999 0.082620000000000013 0.082685000000000022 -0.0096849999999999974
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 5 6 -3 9 -4 -8
right_child=-2 4 3 -5 -6 -7 7 -9 -10 -11
leaf_value=0.00078554417152546104 -0.00060375327826733718 0.0004882547603795031 -7.8092578980964772e-05 -0.00056805870864500496 0.00032319601441203183 -0.00061281649899990983 -0.00072810482088004182 0.0002258497203849917 0.00055263095087215567 -0.00012591942629978017
leaf_weight=0.0014969311138940708 0.0010157048053359716 0.0010819244136951655 0.0010337476561437448 0.0010006097753103636 0.0010200696951424264 0.0013147635304130312 0.0011695924028013996 0.0010197350509283821 0.0010072546351796911 0.0010047551027182978
leaf_count=652 173 75 431 201 158 154 383 85 707 102
internal_value=0 3.47861e-05 0.000238714 -3.04092e-05 -0.000105216 -0.000183383 -5.13429e-05 -0.00023412 0.000233176 -0.000449838
internal_weight=0 0.0111494 0.00453854 0.00304161 0.00661084 0.00559077 0.00427601 0.00319408 0.002041 0.00217435
internal_count=3121 2948 1991 1339 957 799 645 570 1138 485
is_linear=0
shrinkage=0.00196078


Tree=4301
num_leaves=8
num_cat=0
split_feature=160 52 42 43 4 2 43
split_gain=1.96539e-05 0.000100196 4.89629e-05 5.73258e-05 5.79612e-05 7.75543e-05 4.87829e-05
threshold=-1.0000000180025095e-35 -0.013374999999999998 -1.0000000180025095e-35 -0.074359999999999996 0.24564500000000003 0.089885000000000007 0.0034250000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 -4 5 -5 -7
right_child=2 -3 3 4 -6 6 -8
leaf_value=0.012098648367250421 -0.015464639263004315 -0.030836414371209511 0.022206990432332877 -0.027130343034307391 0.020924022301386319 -0.00749782957709106 0.021190382893857596
leaf_weight=0.0011374938112074838 0.0012792401239854409 0.0010409227564294153 0.0016193223863151607 0.0011486829707267757 0.0010586857662797985 0.0014322924438730242 0.0010112100190887412
leaf_count=352 720 618 482 373 180 278 118
internal_value=0 -0.00841721 0.00236494 0.00600251 0.000360501 -0.00569996 0.00437439
internal_weight=0 0.00217842 0.00754943 0.00627019 0.00465087 0.00359219 0.0024435
internal_count=3121 970 2151 1431 949 769 396
is_linear=0
shrinkage=0.1


Tree=4302
num_leaves=10
num_cat=0
split_feature=48 16 15 47 2 4 52 4 15
split_gain=5.12333e-05 9.45848e-05 7.82773e-05 9.59897e-05 9.56534e-05 7.13096e-05 8.73465e-05 9.62366e-05 9.79903e-05
threshold=0.11951500000000001 -0.48836499999999994 -0.14147499999999996 0.10254000000000001 0.10981000000000002 -0.35136499999999998 -0.087284999999999988 -0.0016099999999999997 0.013270000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7 8 -8
right_child=-2 2 3 -5 -6 6 7 -9 -10
leaf_value=0.00055242599929492757 -0.00042180417416896751 -0.00052261642376833601 -0.00059203606722330211 0.00058096749547089895 0.0004240869255593766 -0.00055988963248391186 0.00075769650006193845 -0.00031119334410388067 -8.3892272431076439e-05
leaf_weight=0.0011819126900193032 0.0010622773596167178 0.0011199587290607717 0.0011798285143904928 0.001058369524317323 0.0013139870765512176 0.0010048735067778305 0.0011148000621750221 0.0013612925222221467 0.0010173201904390278
leaf_count=244 114 298 165 112 313 339 332 276 928
internal_value=0 3.03626e-05 -3.69225e-05 3.06458e-05 -5.26544e-05 -0.000162978 -5.04433e-05 9.60979e-05 0.000356141
internal_weight=0 0.0103523 0.00917043 0.00805047 0.0069921 0.00567811 0.00449829 0.00349341 0.00213212
internal_count=3121 3007 2763 2465 2353 2040 1875 1536 1260
is_linear=0
shrinkage=0.00196078


Tree=4303
num_leaves=10
num_cat=0
split_feature=4 15 156 42 43 16 2 48 0
split_gain=4.35261e-05 4.82491e-05 4.47648e-05 6.5532e-05 5.11917e-05 9.85256e-05 0.000102167 0.000138282 8.31406e-05
threshold=0.24564500000000003 -0.15026499999999995 0.084085000000000007 -0.088934999999999986 -0.074359999999999996 0.22339500000000004 0.089885000000000007 0.092065000000000022 -0.061629999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 8 6 -6 -8 -5
right_child=1 -3 -4 4 5 -7 7 -9 -10
leaf_value=-0.00047603456576354568 0.00048211296713291068 -5.9432190618449284e-05 -0.00045388506491677563 -8.7267797592255469e-05 -0.00033302595233775746 -0.00060446419564635359 0.00075235567354447596 -0.00020769004384274534 0.00070153623488902316
leaf_weight=0.0010488125675969179 0.0013126846484008913 0.0012207592577588122 0.0010330402614985397 0.0010223381971556718 0.0014049276541463211 0.0010109126969311696 0.0013283572672041881 0.0010195521209378231 0.0010326321131737168
leaf_count=312 266 160 407 599 703 132 325 114 103
internal_value=0 0.000221165 -7.0134e-05 -1.97458e-05 5.04376e-05 -6.11475e-05 8.52073e-05 0.000335467 0.00030911
internal_weight=0 0.00253344 0.00890057 0.00786753 0.00681872 0.00476375 0.00375284 0.00234791 0.00205497
internal_count=3121 426 2695 2288 1976 1274 1142 439 702
is_linear=0
shrinkage=0.00196078


Tree=4304
num_leaves=9
num_cat=0
split_feature=42 43 3 133 13 52 2 15
split_gain=3.57057e-05 7.52865e-05 0.000180354 8.38855e-05 8.08649e-05 7.79542e-05 0.000103285 9.90392e-05
threshold=-0.095859999999999987 -0.04890499999999999 -0.077774999999999983 -1.0000000180025095e-35 -0.017449999999999997 -0.0064899999999999992 0.10613000000000002 -0.074054999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 -2 7 -7 -5
right_child=1 3 -4 5 -6 6 -8 -9
leaf_value=-0.00035851113921839581 -0.00044995395944558196 -0.00060357195696381311 0.00089869751115947125 9.7798929090907075e-05 0.00032022482502953127 0.00052105671561742512 -0.00014166136294910541 -0.00071907904967420395
leaf_weight=0.0010056494930830657 0.001054739333357867 0.0010277727511274317 0.001151275889485175 0.0012362347249921246 0.001041847954170219 0.0017706594286484301 0.0018475660350796806 0.0010598272967609484
leaf_count=241 580 701 456 117 255 359 174 238
internal_value=0 2.87582e-05 0.000275163 -8.65228e-05 -6.72324e-05 3.3289e-06 0.000182655 -0.00027926
internal_weight=0 0.0101899 0.00324786 0.00694206 0.00209659 0.00591429 0.00361823 0.00229606
internal_count=3121 2880 1291 1589 835 888 533 355
is_linear=0
shrinkage=0.00196078


Tree=4305
num_leaves=8
num_cat=0
split_feature=475 0 52 13 15 47 0
split_gain=1.93613e-05 2.85006e-05 5.88147e-05 4.33349e-05 7.67491e-05 4.51984e-05 3.24355e-05
threshold=-1.0000000180025095e-35 -0.019414999999999998 0.090645000000000017 -0.094514999999999988 -0.053579999999999996 0.092530000000000015 -0.083914999999999976
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 -5 -6
right_child=1 2 -4 4 6 -7 -8
leaf_value=-0.0131049276758693 0.013074751701905075 0.028448142892626274 -0.0041482254099333279 0.01376244258317879 -0.0081004940996369061 -0.012609804991671606 -0.032470312255376887
leaf_weight=0.0010194963113848458 0.0014957606775436293 0.0010486581476026756 0.0011723850368597505 0.0018495354310876216 0.001081034701210458 0.0010019172800071596 0.0011038270040408548
leaf_count=501 300 178 84 610 456 208 784
internal_value=0 0.00145632 0.011242 -0.00187103 -0.00630985 0.004496 -0.0204125
internal_weight=0 0.00875312 0.00222104 0.00653208 0.00503631 0.00285145 0.00218486
internal_count=3121 2620 262 2358 2058 818 1240
is_linear=0
shrinkage=0.1


Tree=4306
num_leaves=10
num_cat=0
split_feature=4 0 14 15 42 49 457 15 15
split_gain=4.72289e-05 6.63325e-05 4.34136e-05 6.4608e-05 7.05426e-05 6.75756e-05 0.000136224 0.000122066 0.000125576
threshold=-0.49405499999999997 0.051010000000000007 -1.0000000180025095e-35 -0.10653 0.091295000000000015 -0.006494999999999999 0.087995000000000004 -0.016799999999999995 0.079055000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 -7 -9
right_child=1 -3 3 4 -6 7 -8 8 -10
leaf_value=-0.00041116353649088111 -0.00038742378891767497 0.00051158911195456217 0.000395278353017204 -0.0008130993023531131 0.00041427980746802445 -0.00052498618934830946 0.0001153470786542616 0.0007137101367355775 -0.00019514012665273456
leaf_weight=0.0010131773667729277 0.0010863273460079521 0.0010033213447059814 0.0015177305912307329 0.0013164981383996378 0.0010564186525334135 0.001013267453322413 0.001128294194109182 0.0012515757834341979 0.0010966251026768485
leaf_count=156 153 118 376 323 535 468 94 130 768
internal_value=0 3.21885e-05 -1.86203e-05 2.91866e-05 -5.17772e-05 -0.000136574 -0.000384613 4.38247e-05 0.000289271
internal_weight=0 0.0104701 0.00946674 0.00838041 0.00686268 0.00580626 0.00244479 0.00336147 0.0023482
internal_count=3121 2965 2847 2694 2318 1783 417 1366 898
is_linear=0
shrinkage=0.00196078


Tree=4307
num_leaves=9
num_cat=0
split_feature=47 52 47 12 1 1 15 0
split_gain=7.62411e-05 0.000101543 9.79215e-05 5.88235e-05 7.47896e-05 0.000184758 7.71692e-05 6.62214e-05
threshold=0.13148500000000005 0.11434500000000002 0.10254000000000001 0.095110000000000014 0.11181500000000001 0.094385000000000011 -0.0063699999999999989 -0.082974999999999979
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=-0.00050202854666267483 -0.00051166240167727116 -0.00047407359860099227 0.00066877663591830862 0.00035085778567014439 -0.00046921930487805856 0.00075438508271214312 0.00039031316266180014 -0.00020294939859427839
leaf_weight=0.0014262582824471036 0.0010432013335550478 0.0012900389320572364 0.001077526058753245 0.0018620934851527587 0.0012814548997785715 0.0011540467164290018 0.0012743905585517645 0.0016730321914602679
leaf_count=588 65 476 160 499 240 229 419 445
internal_value=0 4.28977e-05 0.000111307 4.20342e-05 -4.24191e-05 5.6523e-05 -0.000127616 5.35622e-05
internal_weight=0 0.0110388 0.0097488 0.00867128 0.00680918 0.00552773 0.00437368 0.00294742
internal_count=3121 3056 2580 2420 1921 1681 1452 864
is_linear=0
shrinkage=0.00196078


Tree=4308
num_leaves=9
num_cat=0
split_feature=132 160 13 16 12 4 1 15
split_gain=4.83212e-05 8.70691e-05 9.35853e-05 9.20733e-05 8.53173e-05 6.06011e-05 0.000126923 5.48921e-05
threshold=0.079970000000000013 -1.0000000180025095e-35 -0.084034999999999985 -0.0087049999999999992 0.092465000000000006 0.0061450000000000003 0.083835000000000007 -0.040804999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 4 -1 -3 6 -4 -7
right_child=-2 2 5 -5 -6 7 -8 -9
leaf_value=-0.00083108420946674912 0.00039561093531765526 0.00062307093021826915 8.236295711088944e-05 -3.8076521695378316e-05 -8.8984658085507611e-05 0.00028394519778422082 -0.0008268904534532238 -0.00024992766730353859
leaf_weight=0.0010003511321983519 0.0010450774581239027 0.001658231258905611 0.0012846320886773645 0.0012872733615283095 0.0010608179427515499 0.0019359212439677273 0.0010919598829953075 0.0011990595751169954
leaf_count=511 330 422 587 354 83 293 463 78
internal_value=0 -4.64621e-05 4.75895e-05 -0.000384849 0.000345267 -9.92653e-05 -0.000335407 7.97508e-05
internal_weight=0 0.0105182 0.00823062 0.00228762 0.00271905 0.00551157 0.00237659 0.00313498
internal_count=3121 2791 1926 865 505 1421 1050 371
is_linear=0
shrinkage=0.00196078


Tree=4309
num_leaves=8
num_cat=0
split_feature=11 13 52 4 0 52 0
split_gain=1.88155e-05 3.45535e-05 7.03902e-05 6.31938e-05 5.79503e-05 6.68095e-05 6.42054e-05
threshold=0.078065000000000009 -0.0034749999999999994 -0.013374999999999998 -0.077679999999999985 -0.019414999999999998 -0.0064899999999999992 -0.14454499999999995
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=0.026814502249975631 -0.012610429469385257 -0.024772381164510832 0.016839957093199191 -0.015423660785818106 0.01678683883121353 0.020272235666422153 -0.013911649607434198
leaf_weight=0.0013636586631290536 0.0010667024502324278 0.0016748696794899845 0.0010690086938334015 0.0014049392643283704 0.001048575401558934 0.0010111063317747248 0.0012033938680381679
leaf_count=671 211 275 526 856 139 107 336
internal_value=0 0.00145478 0.00857268 -0.00148235 -0.00407701 -0.00970191 0.00169618
internal_weight=0 0.00877555 0.00383761 0.00247395 0.00493795 0.00388937 0.0022145
internal_count=3121 2910 2053 1382 857 718 443
is_linear=0
shrinkage=0.1


Tree=4310
num_leaves=9
num_cat=0
split_feature=132 133 160 13 12 151 43 16
split_gain=3.22826e-05 5.81072e-05 0.000138872 0.000120854 8.19184e-05 7.31856e-05 0.000120058 9.43127e-05
threshold=0.079970000000000013 -0.0061299999999999992 -1.0000000180025095e-35 -0.084034999999999985 0.091625000000000012 -0.0083949999999999979 -0.074974999999999986 -0.073404999999999984
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=-0.00046572677528555463 0.00032623863816666325 -0.00045240329624789908 0.00093799855001681519 -0.0004887694058039652 0.00015097658745077196 -0.00031396687631752857 0.00077316450545596757 -1.0293731116050545e-05
leaf_weight=0.0011070724665487664 0.0010076044084048582 0.0019537236504130516 0.0010094241056006143 0.0010376814117422891 0.0010245787669112133 0.0016280970610324844 0.0011712552267069758 0.0011918935940143851
leaf_count=744 330 740 252 191 55 322 201 286
internal_value=0 -4.17821e-05 1.02702e-05 0.000138253 0.000541556 -2.48664e-05 9.57434e-05 0.000378014
internal_weight=0 0.0101237 0.00901665 0.00706293 0.002034 0.00502893 0.00399125 0.00236315
internal_count=3121 2791 2047 1307 307 1000 809 487
is_linear=0
shrinkage=0.00196078


Tree=4311
num_leaves=7
num_cat=0
split_feature=49 42 52 15 13 0
split_gain=1.93679e-05 7.52736e-05 5.15045e-05 4.58071e-05 4.16683e-05 3.46759e-05
threshold=-0.043469999999999995 0.091545000000000015 -0.0064899999999999992 -0.040804999999999994 -0.14819499999999997 -0.083914999999999976
decision_type=2 2 2 2 2 2
left_child=3 2 -2 -1 -4 -6
right_child=1 -3 4 -5 5 -7
leaf_value=0.022523388298423382 -0.0119529272743625 -0.027846742731971949 -0.01036442278901532 -0.0056330190824442523 0.021389748383072931 0.0012680242346899604
leaf_weight=0.0011147890700701232 0.0019947839275849758 0.0010158755626752426 0.00102569631154359 0.0011995167847713626 0.0019540905520407685 0.0015246821840740324
leaf_count=226 776 614 109 199 628 569
internal_value=0 -0.00253252 0.00142425 0.00792978 0.00734828 0.0125708
internal_weight=0 0.00751513 0.00649925 0.00231431 0.00450447 0.00347877
internal_count=3121 2696 2082 425 1306 1197
is_linear=0
shrinkage=0.1


Tree=4312
num_leaves=7
num_cat=0
split_feature=1 42 16 1 43 0
split_gain=2.14438e-05 5.56891e-05 3.69134e-05 4.14645e-05 3.3976e-05 5.0457e-05
threshold=0.12500000000000003 0.091545000000000015 -0.25582999999999995 0.107145 -0.084004999999999982 -0.084144999999999984
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=0.014041194210852183 0.011141951978822354 -0.024113984373478666 0.014119194521251488 -0.021156778035127981 0.0056820732739227648 -0.019773724975585407
leaf_weight=0.0016761705811054921 0.0014547486909894094 0.0010032405602530825 0.0014077676516308134 0.0010156608282848433 0.001950139241053293 0.0012962209389391431
leaf_count=233 279 601 543 157 689 619
internal_value=0 -0.00201439 0.00100376 -0.00285052 0.00114442 -0.00448203
internal_weight=0 0.0083492 0.00734596 0.00566979 0.00465413 0.00324636
internal_count=3121 2842 2241 2008 1851 1308
is_linear=0
shrinkage=0.1


Tree=4313
num_leaves=8
num_cat=0
split_feature=0 15 1 13 15 4 0
split_gain=1.85344e-05 6.14543e-05 4.39181e-05 6.40307e-05 4.15909e-05 3.53405e-05 2.77743e-05
threshold=-0.061629999999999997 -1.0000000180025095e-35 0.08844500000000001 -0.094514999999999988 -0.074054999999999996 -0.37944499999999992 -0.15090499999999998
decision_type=2 2 2 2 2 2 2
left_child=2 -2 -1 -4 6 -3 -5
right_child=1 5 3 4 -6 -7 -8
leaf_value=-0.016693002139511373 0.025393063585447545 -0.014808946638209154 0.024211676788150043 -0.0066478207354981264 -0.017895426750231327 0.010307972146374161 0.01547474945863982
leaf_weight=0.0017545531359678228 0.0010963642492647493 0.0012393363537447025 0.0010059045055590024 0.0011721812372009837 0.0013904061128277145 0.0010222799055933009 0.0011001320247062164
leaf_count=1661 267 191 167 85 384 126 240
internal_value=0 0.00596323 -0.00320468 0.00186448 -0.00427281 -0.00345577 0.00406274
internal_weight=0 0.00335798 0.00642318 0.00466862 0.00366272 0.00226162 0.00227231
internal_count=3121 584 2537 876 709 317 325
is_linear=0
shrinkage=0.1


Tree=4314
num_leaves=11
num_cat=0
split_feature=484 39 52 42 160 151 2 47 3 16
split_gain=0.000228983 7.58508e-05 9.64835e-05 8.77068e-05 9.09584e-05 7.20852e-05 0.000155349 6.9074e-05 7.90555e-05 0.000139381
threshold=-1.0000000180025095e-35 0.097050000000000011 -0.096999999999999989 0.092620000000000022 0.086075000000000013 -0.06568499999999998 0.11293500000000002 0.085270000000000026 -0.08824499999999999 -0.013024999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 7 8 -7 -10
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leaf_value=-0.00089145135947288009 0.0005874861832508853 -0.00044205826102972686 -0.00028525882106419356 -0.00049338793629545932 -0.00043669157967633581 -0.00044934762476425683 0.00096572241517935858 0.00057314350147680195 0.00056593103528753601 -0.0003586457938648463
leaf_weight=0.0010414325014463958 0.0014569291738440659 0.0010139677475769502 0.0010164973358979196 0.0010352056508843637 0.0010032590305153648 0.0010595011028528786 0.0010431589208202236 0.0010472306437151403 0.0015272000653447388 0.0010633331602355153
leaf_count=515 456 147 202 388 138 326 149 101 569 130
internal_value=0 6.95275e-05 0.000120124 4.27069e-05 0.000114222 0.000196021 0.000281244 0.000129237 1.8755e-06 0.000186421
internal_weight=0 0.0112663 0.0102523 0.00879539 0.00776018 0.00675692 0.00574042 0.00469726 0.00365003 0.00259053
internal_count=3121 2606 2459 2003 1615 1477 1275 1126 1025 699
is_linear=0
shrinkage=0.00196078


Tree=4315
num_leaves=8
num_cat=0
split_feature=49 42 15 16 4 43 15
split_gain=1.80808e-05 5.81871e-05 4.78048e-05 8.51374e-05 5.04341e-05 3.80259e-05 3.6522e-05
threshold=-0.043469999999999995 0.091545000000000015 -0.037864999999999989 -0.072359999999999994 -0.059649999999999988 -0.081374999999999989 -0.040804999999999994
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=0.020693326333879356 0.0063505965210128319 -0.024865235116707383 0.015115328904802591 -0.030024007995244441 0.02433494768560026 -0.0097266424593661152 -0.0044637607902852129
leaf_weight=0.0011146426162180023 0.0014855482013685622 0.0010028863169243953 0.0010160796009470359 0.0011351549304630766 0.0012788030699346889 0.0015656150940468073 0.0011965678243415121
leaf_count=226 397 614 212 440 312 721 199
internal_value=0 -0.00244986 0.00101864 -0.00940503 0.00809476 5.04316e-05 0.00766891
internal_weight=0 0.00748409 0.0064812 0.0026207 0.0038605 0.00258169 0.00231121
internal_count=3121 2696 2082 837 1245 933 425
is_linear=0
shrinkage=0.1


Tree=4316
num_leaves=10
num_cat=0
split_feature=484 47 47 4 12 2 49 2 4
split_gain=0.000127726 8.02001e-05 0.000131845 8.34583e-05 5.20007e-05 6.03128e-05 0.000127967 0.000127381 6.78283e-05
threshold=-1.0000000180025095e-35 0.13148500000000005 0.10254000000000001 0.27834500000000006 0.098810000000000023 0.088850000000000012 -0.047584999999999995 0.10097500000000002 -0.0029599999999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 8 -7 -8 -2
right_child=1 -3 -4 -5 -6 6 7 -9 -10
leaf_value=-0.00068133003032898461 5.0666665647134383e-05 -0.00048415242321145027 0.00076527309344458737 0.00051050415571772133 -0.00041277898883397443 0.00065438765669104451 0.00033517411064178061 -0.00052070797182652857 -0.00058381915705376449
leaf_weight=0.0010197352613770258 0.001578822359642462 0.0010078863447234446 0.0010176607047750969 0.0011704352739813082 0.0012771340282060444 0.0013805286021796644 0.0013762375145672801 0.0013001391419999895 0.0010984733976516635
leaf_count=515 896 55 121 288 321 166 358 248 153
internal_value=0 4.35008e-05 9.56423e-05 2.14239e-05 -5.00295e-05 1.87656e-05 0.00016951 -8.05991e-05 -0.000209658
internal_weight=0 0.0112073 0.0101994 0.00918177 0.00801134 0.0067342 0.00405691 0.00267638 0.0026773
internal_count=3121 2606 2551 2430 2142 1821 772 606 1049
is_linear=0
shrinkage=0.00196078


Tree=4317
num_leaves=7
num_cat=0
split_feature=2 2 52 52 0 0
split_gain=1.87395e-05 4.61157e-05 3.45539e-05 5.23382e-05 3.2181e-05 6.77001e-05
threshold=0.099185000000000009 0.091185000000000002 -0.046924999999999988 0.10744000000000002 -0.060129999999999996 -0.10607499999999999
decision_type=2 2 2 2 2 2
left_child=1 4 -2 -4 5 -1
right_child=2 -3 3 -5 -6 -7
leaf_value=0.010214157328647992 0.019968169639211403 -0.021008369696671442 -0.010207974012657502 0.017951279130078122 0.013948690687779328 -0.018952845673125981
leaf_weight=0.0015714146278733676 0.0011313571349861207 0.0012196051219857942 0.0019346815467950842 0.0010018456486368742 0.0013332537059012979 0.001612324047571305
leaf_count=199 392 403 328 199 194 1406
internal_value=0 -0.00375348 0.0051197 -0.000600971 0.000905401 -0.00455673
internal_weight=0 0.0057366 0.00406788 0.00293653 0.00451699 0.00318374
internal_count=3121 2202 919 527 1799 1605
is_linear=0
shrinkage=0.1


Tree=4318
num_leaves=10
num_cat=0
split_feature=484 4 15 4 52 0 2 13 16
split_gain=0.000177366 8.30457e-05 8.78258e-05 7.8095e-05 6.25996e-05 0.000114204 0.000117695 7.58083e-05 6.05095e-05
threshold=-1.0000000180025095e-35 0.24564500000000003 -0.15026499999999995 0.098655000000000007 0.11434500000000002 -0.077999999999999986 0.089885000000000007 -0.077799999999999994 0.083160000000000026
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 6 -2 -7 -9
right_child=1 2 -4 -5 -6 7 -8 8 -10
leaf_value=-0.00078311017495890538 -0.00047834453608585205 0.00074947264183115685 1.5672356732938045e-05 -0.00051205294418002337 -0.00040955296634625246 0.00081804296129372165 0.00025547944849343615 0.00051122717544714016 -0.00011666744778053197
leaf_weight=0.0010431971789821989 0.001842274212227263 0.0012341544726463497 0.0012748429406834944 0.0011171984940884982 0.0010237600279166242 0.0010025955315766735 0.0015450051573603545 0.0011018060995730882 0.0012705013674308055
leaf_count=515 864 250 146 105 330 101 282 258 270
internal_value=0 6.15384e-05 0.000376622 -2.72556e-05 4.23076e-05 0.000110717 -0.000143633 0.000366 0.000174955
internal_weight=0 0.0114121 0.002509 0.00890314 0.00778594 0.00676218 0.00338728 0.0033749 0.00237231
internal_count=3121 2606 396 2210 2105 1775 1146 629 528
is_linear=0
shrinkage=0.00196078


Tree=4319
num_leaves=10
num_cat=0
split_feature=484 4 0 1 3 13 16 150 16
split_gain=0.000144853 6.78174e-05 0.00012252 0.000110078 9.53372e-05 6.94106e-05 6.46947e-05 0.000106498 9.67667e-05
threshold=-1.0000000180025095e-35 -0.49405499999999997 0.056435000000000006 0.077565000000000009 -0.10519499999999998 -0.084154999999999994 -0.25582999999999995 0.086135000000000017 -0.050529999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6 -7 8 -8
right_child=1 2 -4 4 5 6 7 -9 -10
leaf_value=-0.0007249848129852796 -0.00043143294058648802 -0.00040770775162044659 0.00073838612360649142 0.00061914270833006912 0.00042861101385026064 -0.0005053601689787437 0.00072926912596848125 -0.00049896215881844866 -4.6872233622960239e-05
leaf_weight=0.0010102941810835589 0.0010199628004473838 0.0018017163335496333 0.0010345187668294948 0.0012812252206838726 0.0013109735843215104 0.0010698086199685672 0.0010057682676139173 0.0010039491610443485 0.0016002062377041076
leaf_count=515 133 1252 102 151 270 124 207 85 282
internal_value=0 5.04409e-05 9.90643e-05 2.6173e-05 0.000133673 2.98457e-05 -8.18638e-05 4.36402e-05 0.000252677
internal_weight=0 0.0111281 0.0101082 0.00907365 0.00727193 0.00599071 0.00467973 0.00360992 0.00260597
internal_count=3121 2606 2473 2371 1119 968 698 574 489
is_linear=0
shrinkage=0.00196078


Tree=4320
num_leaves=8
num_cat=0
split_feature=52 13 3 2 43 3 52
split_gain=1.97495e-05 5.53772e-05 6.94088e-05 5.82538e-05 6.84981e-05 6.39874e-05 3.36923e-05
threshold=0.11434500000000002 -0.23438999999999996 0.10893000000000001 0.099185000000000009 -0.074359999999999996 -0.084074999999999997 -0.0064899999999999992
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=0.022774493117164535 -0.011380921025996447 -0.006659841891108409 -0.025560589286864034 0.019006332294553674 -0.026521259989118712 0.027538888151436503 -0.0037350654651793673
leaf_weight=0.0010866512496759293 0.0013378551088629549 0.0011206362357257028 0.0010246500526112368 0.0015988952176396115 0.0011730568483988397 0.0010690183989968197 0.0014522965253641461
leaf_count=137 501 420 89 554 270 361 789
internal_value=0 0.00168763 -0.00139282 0.00246809 -0.00302368 0.0100364 -0.0139164
internal_weight=0 0.0085252 0.00743855 0.0064139 0.00481501 0.00218965 0.00262535
internal_count=3121 2620 2483 2394 1840 781 1059
is_linear=0
shrinkage=0.1


Tree=4321
num_leaves=8
num_cat=0
split_feature=43 13 16 133 49 42 2
split_gain=2.15355e-05 4.67174e-05 5.70062e-05 7.32445e-05 4.36104e-05 5.39339e-05 0.000122547
threshold=-0.27207999999999993 0.05868000000000001 0.22339500000000004 0.083950000000000011 -0.069799999999999987 0.082250000000000004 0.11215000000000001
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=-0.013734929421296026 -0.021067575774976952 0.019987359230258947 -0.022002347595294083 0.025198314577696213 0.024007095273884196 -0.016112214401295427 -0.017376666235309438
leaf_weight=0.0010330612469133414 0.0010364936345088789 0.0011860954793550165 0.0011368291598501216 0.0011471033306911099 0.0019491725344973885 0.0012086430521873145 0.0011306083952418097
leaf_count=144 149 283 318 834 644 576 173
internal_value=0 0.00152775 -0.0013498 0.00227788 -0.00265968 0.00178943 0.00881484
internal_weight=0 0.00879495 0.00760885 0.00647202 0.00532492 0.00428842 0.00307978
internal_count=3121 2977 2694 2376 1542 1393 817
is_linear=0
shrinkage=0.1


Tree=4322
num_leaves=7
num_cat=0
split_feature=13 43 1 2 15 15
split_gain=1.86055e-05 3.99574e-05 4.68369e-05 3.97631e-05 3.45256e-05 6.48805e-05
threshold=0.18141000000000002 -0.04890499999999999 0.090405000000000013 0.089885000000000007 -0.095869999999999983 -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=-0.0015157456813550477 -0.011474150993573648 -0.015122662741677763 0.026033396509124576 -0.011322768335289295 0.027704087129551067 -0.0028545849672360051
leaf_weight=0.0012282786692530668 0.0012478309337848126 0.0018219295594855437 0.001240275408298169 0.001263338697998626 0.0010997024630630798 0.0018868858698288999
leaf_count=887 162 853 417 237 195 370
internal_value=0 0.00159827 0.0123258 -0.00276307 0.00253545 0.00839753
internal_weight=0 0.00854041 0.00246855 0.00607186 0.00424993 0.00298659
internal_count=3121 2959 1304 1655 802 565
is_linear=0
shrinkage=0.1


Tree=4323
num_leaves=9
num_cat=0
split_feature=42 40 47 16 43 151 13 1
split_gain=4.57252e-05 6.64261e-05 7.27076e-05 9.27513e-05 6.83404e-05 6.69651e-05 8.50184e-05 0.000173716
threshold=-0.095859999999999987 -0.013874999999999998 0.10904500000000002 -0.5048999999999999 -0.084004999999999982 -0.0038099999999999996 -0.094514999999999988 0.095285000000000022
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6 -7 -8
right_child=1 2 -4 4 5 6 7 -9
leaf_value=-0.00040734770947534801 0.00046031189221974099 0.0005875213409300093 -0.0005227898778132835 0.00029603942106344534 0.00023949811815782859 0.000142418983569851 -0.0010606239570878152 -6.2469014444405878e-05
leaf_weight=0.001005443300401916 0.0012198292002717796 0.0010205427361596759 0.001010669205488997 0.00170735665699168 0.0012610288437933164 0.0012686896830572062 0.0011335471443971869 0.0016405123598271713
leaf_count=241 295 134 147 466 196 193 1173 276
internal_value=0 3.08045e-05 -2.71369e-05 3.52338e-05 -4.51573e-05 -0.000154993 -0.000278044 -0.000470339
internal_weight=0 0.0102622 0.00904235 0.00803168 0.00701113 0.00530378 0.00404275 0.00277406
internal_count=3121 2880 2585 2438 2304 1838 1642 1449
is_linear=0
shrinkage=0.00196078


Tree=4324
num_leaves=10
num_cat=0
split_feature=42 40 47 16 50 1 4 3 42
split_gain=4.88532e-05 8.69696e-05 9.00167e-05 8.35981e-05 5.7217e-05 7.44703e-05 0.000130134 6.46171e-05 2.91014e-05
threshold=-0.098769999999999983 -0.013874999999999998 0.10904500000000002 -0.49446999999999991 0.07826000000000001 0.094465000000000007 -0.0016099999999999997 0.10893000000000001 0.084050000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 8 -7 -5
right_child=1 2 -4 4 -6 7 -8 -9 -10
leaf_value=-0.00042309917356672091 0.00051095220942288643 0.00053305359013112552 -0.00058586758758145333 0.00022440186485181811 -0.00045410532352680073 0.00066360757221227027 -0.00071450007931931812 -2.2153855323961701e-05 -0.00018532380734084637
leaf_weight=0.001004914777273787 0.0012688888510111835 0.001106750807624333 0.001020160435747485 0.0019451728144751596 0.0011150055091197764 0.0010754497534614903 0.0010678201596982318 0.001038305901551205 0.0010138601574931712
leaf_count=221 297 159 147 530 500 267 321 103 576
internal_value=0 2.91618e-05 -3.59953e-05 3.1086e-05 -4.54828e-05 2.87145e-05 -0.00012773 0.000326752 8.40166e-05
internal_weight=0 0.0106514 0.00938253 0.00836237 0.00725561 0.00614061 0.00402685 0.00211376 0.00295903
internal_count=3121 2900 2603 2456 2297 1797 1427 370 1106
is_linear=0
shrinkage=0.00196078


Tree=4325
num_leaves=10
num_cat=0
split_feature=52 457 160 1 151 2 0 160 3
split_gain=3.67068e-05 7.05398e-05 8.01053e-05 6.82938e-05 9.04991e-05 7.66462e-05 9.0804e-05 9.38721e-05 7.95991e-05
threshold=-0.24456499999999998 0.087995000000000004 0.043720000000000009 0.12337000000000002 -0.00099499999999999979 0.10981000000000002 0.089620000000000019 -1.0000000180025095e-35 -0.078934999999999991
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 -6 -9
right_child=1 -3 -4 -5 5 -7 -8 8 -10
leaf_value=-0.00033892879115797047 -0.00052617653603882753 0.00051066650794489535 -0.00053799214519057576 0.00050432549707762225 -0.00040341207965440007 0.00049000795322218748 -0.00055804943339388981 -9.2993925550860761e-05 0.00059560078181980849
leaf_weight=0.0011838444271187716 0.0011875129461060459 0.0010368482722807092 0.0010522561205135372 0.0010472891107684004 0.0010362561864974609 0.0012886367844438286 0.0010496725094631498 0.0011493258290304123 0.0014720814397631641
leaf_count=364 256 148 361 233 571 205 59 679 245
internal_value=0 2.56048e-05 -2.85731e-05 3.65531e-05 -3.1644e-05 6.62991e-05 -4.96916e-05 9.61965e-05 0.000293694
internal_weight=0 0.0103199 0.00928303 0.00823077 0.00718349 0.00599597 0.00470734 0.00365766 0.00262141
internal_count=3121 2757 2609 2248 2015 1759 1554 1495 924
is_linear=0
shrinkage=0.00196078


Tree=4326
num_leaves=8
num_cat=0
split_feature=52 52 52 43 43 15 2
split_gain=1.8466e-05 5.20774e-05 3.83987e-05 3.49138e-05 0.000140223 8.27977e-05 8.95655e-05
threshold=-0.24456499999999998 -0.081429999999999989 -0.0064899999999999992 -0.0037449999999999996 -0.14968999999999996 -0.10203999999999998 0.10584500000000001
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=-0.012815159568099643 0.01906681636861797 -0.017198079050048765 0.015123178553941467 -0.016132782669696755 -0.033801606435943932 0.032177176331114381 -0.0050821484115928109
leaf_weight=0.0010210345325534506 0.0014019350583850173 0.0013506776225535805 0.0012338205217451504 0.0010634566608870781 0.0011154118634307474 0.0015704328244268563 0.0010950215881233658
leaf_count=364 407 438 167 205 959 456 125
internal_value=0 0.00138929 -0.00194674 0.0014424 -0.00810623 0.00745808 0.0168703
internal_weight=0 0.00883076 0.00742882 0.00607814 0.00234923 0.00372891 0.00266545
internal_count=3121 2757 2350 1912 1126 786 581
is_linear=0
shrinkage=0.1


Tree=4327
num_leaves=8
num_cat=0
split_feature=2 52 151 0 12 15 0
split_gain=4.67277e-05 4.63436e-05 6.6849e-05 8.48539e-05 0.000119005 3.83466e-05 5.82467e-05
threshold=0.099185000000000009 -0.088204999999999992 -0.0067699999999999991 -0.10224499999999999 0.088365000000000013 -0.074054999999999996 0.056435000000000006
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -2 -7
right_child=5 2 3 4 -6 6 -8
leaf_value=-0.0004112275263739536 0.00034671695193893095 0.00037198455729672391 -0.00054956505987491906 0.00045306112630484667 -0.00040825390838781828 -0.00027847156180235179 0.00029248072645205012
leaf_weight=0.0015897879052322655 0.001948156181406163 0.0012219398870282078 0.0013538199646184077 0.0013531878682500019 0.0011332262573137261 0.0014749909312429827 0.0012858111002755288
leaf_count=410 427 255 184 648 705 372 120
internal_value=0 -0.000119183 -2.74658e-05 -0.000154569 6.05019e-05 0.000136079 -1.25572e-05
internal_weight=0 0.00665196 0.00506217 0.00384023 0.00248641 0.00470896 0.0027608
internal_count=3121 2202 1792 1537 1353 919 492
is_linear=0
shrinkage=0.00196078


Tree=4328
num_leaves=10
num_cat=0
split_feature=159 51 0 0 16 2 3 1 16
split_gain=4.5951e-05 6.7338e-05 4.837e-05 7.47963e-05 5.26463e-05 5.19513e-05 9.98426e-05 8.86505e-05 4.98616e-05
threshold=-0.032739999999999991 0.092235000000000011 -0.077999999999999986 -0.10011499999999998 0.064860000000000015 0.11389000000000002 0.090900000000000009 0.094385000000000011 0.38525000000000004
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 6 7 -2 -6
right_child=1 -3 4 -5 8 -7 -8 -9 -10
leaf_value=-0.0004061427406479971 -0.00047560985825649706 0.00048918282858026777 0.00049119553308224896 -0.00062353453592417236 -0.0002780605722240514 -0.00039748334145268483 0.00058535075271824591 0.00029486196547258203 0.00025627541971369981
leaf_weight=0.0010225392024161986 0.0013163591863490235 0.0010962431932901992 0.0011711504473566952 0.0010122832384005806 0.0013234590713390301 0.0011336358072393908 0.0010631239802280645 0.0010183029347888839 0.0013628137379221705
leaf_count=421 226 244 439 1123 140 125 81 86 236
internal_value=0 2.92904e-05 -2.43366e-05 -0.000141658 0.000144272 -3.40104e-05 8.72585e-05 -0.000139555 -6.97849e-06
internal_weight=0 0.0104974 0.00940113 0.00554371 0.00385742 0.00453142 0.00339779 0.00233466 0.00268627
internal_count=3121 2700 2456 1641 815 518 393 312 376
is_linear=0
shrinkage=0.00196078


Tree=4329
num_leaves=8
num_cat=0
split_feature=4 15 4 3 12 52 16
split_gain=2.181e-05 4.98111e-05 3.41384e-05 6.15765e-05 4.26915e-05 8.77026e-05 4.25082e-05
threshold=0.24564500000000003 -0.15026499999999995 0.055260000000000011 0.10299500000000002 0.091545000000000015 1.0000000180025095e-35 -0.018494999999999998
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1
right_child=1 -3 -4 -5 -6 -7 -8
leaf_value=0.0014069759106939417 0.023068307595368827 -0.0069444188579991135 -0.015923397049471304 0.018578636913963081 -0.022529343828513064 0.02423804236584861 -0.024890997057525947
leaf_weight=0.0014253457206101457 0.0011507128047554772 0.001064586179481333 0.0015409333660575128 0.0014686366345498802 0.0010613250981978835 0.0010725195375864767 0.0010806660993267893
leaf_count=317 266 160 279 139 771 599 590
internal_value=0 0.00864536 -0.00262245 0.000732857 -0.0049158 0.000308044 -0.00993348
internal_weight=0 0.0022153 0.00764943 0.00610849 0.00463986 0.00357853 0.00250601
internal_count=3121 426 2695 2416 2277 1506 907
is_linear=0
shrinkage=0.1


Tree=4330
num_leaves=10
num_cat=0
split_feature=42 40 47 16 50 1 4 3 13
split_gain=4.33828e-05 8.52532e-05 7.7779e-05 0.00010423 5.88871e-05 8.06608e-05 9.50151e-05 8.09667e-05 3.28426e-05
threshold=-0.095859999999999987 -0.013874999999999998 0.10904500000000002 -0.5048999999999999 0.07826000000000001 0.094465000000000007 -0.0016099999999999997 0.10893000000000001 -0.076599999999999988
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 8 -7 -5
right_child=1 2 -4 4 -6 7 -8 -9 -10
leaf_value=-0.00039507707764744406 0.00050905406984528287 0.00060273438358767633 -0.00055020761651514724 0.00032271289079252433 -0.00048171420105612249 0.00071969779119828619 -0.00064992947144699434 -5.4685153977538208e-05 -0.00011605141258077699
leaf_weight=0.0010237405394426342 0.0012465537770562181 0.0010501697731416385 0.0010119169804496822 0.0010035360834718537 0.0010755727608157978 0.0010295840433680765 0.0010609344955548787 0.0010469774544614105 0.00189338248632453
leaf_count=241 295 134 147 518 494 269 328 113 582
internal_value=0 2.79289e-05 -3.74597e-05 2.61247e-05 -5.90425e-05 1.62944e-05 -0.000147911 0.000329263 3.59431e-05
internal_weight=0 0.0104186 0.00917207 0.00816016 0.00710999 0.00603441 0.00395785 0.00207656 0.00289692
internal_count=3121 2880 2585 2438 2304 1810 1428 382 1100
is_linear=0
shrinkage=0.00196078


Tree=4331
num_leaves=9
num_cat=0
split_feature=484 4 12 150 49 13 1 3
split_gain=0.00018462 0.000101232 6.0338e-05 5.51087e-05 8.77462e-05 4.75053e-05 9.57604e-05 9.29293e-05
threshold=-1.0000000180025095e-35 0.26790000000000008 0.10673000000000001 0.089910000000000018 -0.072814999999999977 0.0076650000000000008 0.080585000000000004 -0.074084999999999998
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=-0.00091327411688073409 0.00049463208221951142 0.00034989544817205743 -0.00060208421739557324 -0.00046612128421948118 0.00036680488697521634 -0.00039206543344963397 0.00021215084873311093 -0.00052042367341003694
leaf_weight=0.0010881159586745943 0.0010519967784496549 0.0018646440976363291 0.0010128837013123537 0.0013084408420984848 0.0016346506955074568 0.001744437567040933 0.0011005076524822919 0.0016851991059455979
leaf_count=515 164 358 201 186 874 271 306 246
internal_value=0 -6.79512e-05 -0.000149638 -9.58825e-05 -2.87563e-05 -0.00011807 -9.94173e-06 -0.000231016
internal_weight=0 0.0114028 0.00953812 0.00852523 0.00721679 0.0061648 0.00442036 0.00278571
internal_count=3121 2606 2248 2047 1861 1697 1426 552
is_linear=0
shrinkage=0.00196078


Tree=4332
num_leaves=10
num_cat=0
split_feature=42 43 3 4 133 48 16 4 16
split_gain=4.71949e-05 7.35273e-05 0.000202296 0.000116256 0.000106375 5.84889e-05 0.000105235 0.0001031 6.23978e-05
threshold=-0.095859999999999987 -0.04890499999999999 -0.077774999999999983 -0.083854999999999985 -0.0061299999999999992 0.086035000000000014 -0.094359999999999986 -0.059649999999999988 -0.094359999999999986
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -3 6 -6 -8 -7
right_child=1 4 -4 -5 5 8 7 -9 -10
leaf_value=-0.00040869131238923675 0.00033297345633630335 -0.0006720094747222693 0.00092451159103202967 -0.00057374586729964396 0.00057957674265139789 -0.00058105846938431187 -0.00056112086720311153 0.00023658059616809166 9.7356623441878303e-05
leaf_weight=0.0010327509279883943 0.0011845833655409728 0.0010092232088867743 0.0011781172246097854 0.001004832139274102 0.0014331535951792483 0.0010725540702456625 0.0010379237181243287 0.0015579586538978386 0.0010140459894576737
leaf_count=241 187 683 456 648 188 74 357 170 117
internal_value=0 3.0613e-05 0.000269366 -8.31653e-05 -8.22326e-05 1.50944e-05 0.00015309 -8.23681e-05 -0.000251362
internal_weight=0 0.0104924 0.00336753 0.00218942 0.00712486 0.00611564 0.00402904 0.00259588 0.0020866
internal_count=3121 2880 1291 835 1589 906 715 527 191
is_linear=0
shrinkage=0.00196078


Tree=4333
num_leaves=9
num_cat=0
split_feature=159 1 4 4 0 3 2 3
split_gain=3.9694e-05 5.80269e-05 4.56704e-05 5.76237e-05 9.63434e-05 7.36014e-05 5.5314e-05 2.81781e-05
threshold=-0.032739999999999991 0.13146500000000003 0.27834500000000006 -0.083854999999999985 -0.10096999999999999 -0.08824499999999999 0.083215000000000011 0.090900000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 5 6 -2 -5 -8
right_child=1 -3 -4 4 -6 -7 7 -9
leaf_value=-0.00037667962969879922 -0.00015516391875054479 0.00045843157366151383 0.00031435861227560499 0.00033068343959186618 -0.00061277079328090635 0.00047225424007168857 -0.00041756293927865091 5.3799001502979183e-06
leaf_weight=0.0010126837614198017 0.0015001264934136889 0.0010882186344930581 0.0013442446484820013 0.0011430982774867089 0.0015319382226482341 0.0013802216246835892 0.0011368143616631607 0.0012961391747358664
leaf_count=421 353 216 176 54 1387 209 226 79
internal_value=0 2.99456e-05 -2.00177e-05 -7.62852e-05 -0.00020134 0.000145486 -2.50877e-05 -0.000192243
internal_weight=0 0.0104208 0.00933258 0.00798834 0.00510799 0.00288035 0.00357605 0.00243295
internal_count=3121 2700 2484 2308 1746 562 359 305
is_linear=0
shrinkage=0.00196078


Tree=4334
num_leaves=9
num_cat=0
split_feature=11 13 0 0 52 16 4 1
split_gain=5.19619e-05 5.0606e-05 8.38704e-05 0.000124779 7.56452e-05 0.000116845 4.28861e-05 0.00012736
threshold=0.081365000000000007 -0.0034749999999999994 -0.019414999999999998 -0.099059999999999995 -0.013374999999999998 -0.078844999999999985 0.2623950000000001 0.094465000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=1 4 3 6 -1 -6 7 -3
right_child=-2 2 -4 -5 5 -7 -8 -9
leaf_value=0.00050984547583317818 -0.00044736603274822577 -0.00032166279984751478 0.00033687637945532291 -0.00080467061196095202 0.00028517293596521921 -0.00051410082351872465 -0.00038407585004061916 0.00056290270061770491
leaf_weight=0.0016369419789905603 0.0010139758393498998 0.0013421713969492656 0.0013039263186362402 0.0010945616943224077 0.0018778935618937577 0.0011241542452998723 0.001031094283110396 0.0011724657319458487
leaf_count=676 178 119 145 467 824 570 75 67
internal_value=0 1.72842e-05 -0.000102496 -0.00022596 0.000170766 -1.41251e-05 -4.73135e-05 9.07716e-05
internal_weight=0 0.0105832 0.00594422 0.00464029 0.00463899 0.00300205 0.00354573 0.00251464
internal_count=3121 2943 873 728 2070 1394 261 186
is_linear=0
shrinkage=0.00196078


Tree=4335
num_leaves=10
num_cat=0
split_feature=484 4 156 42 150 42 15 3 2
split_gain=0.000141811 7.70996e-05 5.38936e-05 6.59444e-05 7.37968e-05 7.0687e-05 0.000119895 7.29548e-05 6.17488e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 0.084085000000000007 0.091735000000000025 0.08882000000000001 0.083995000000000014 0.024640000000000006 0.090900000000000009 0.089885000000000007
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=-0.0007153900718694391 0.00016180902837011066 0.00043399540674590145 -0.00043443376933176921 -0.00040867220925302746 -0.0003661631665174819 0.0006154385069119388 -0.00051860012914104294 -5.7421762087753429e-05 0.00083945386957013702
leaf_weight=0.001004395002419522 0.0010614595596709698 0.0017320082406562841 0.0010528522087011926 0.0011035637599991965 0.0010746359283460216 0.0012087809798013837 0.0010008851663744138 0.001687970265572325 0.001007896317342033
leaf_count=515 175 346 351 415 79 390 526 83 241
internal_value=0 5.44903e-05 -1.69711e-05 3.69903e-05 0.000106835 0.00019202 8.44542e-05 0.000245097 0.000491861
internal_weight=0 0.0109301 0.00919804 0.00814519 0.00704163 0.00596699 0.00475821 0.00375733 0.00206936
internal_count=3121 2606 2260 1909 1494 1415 1025 499 416
is_linear=0
shrinkage=0.00196078


Tree=4336
num_leaves=9
num_cat=0
split_feature=474 160 133 151 4 13 2 13
split_gain=4.02529e-05 0.000118961 0.000151495 9.04432e-05 0.000145657 0.000123898 0.0001469 0.000124639
threshold=0.084660000000000027 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 0.24564500000000003 0.0076650000000000008 0.10327000000000001 -0.061684999999999997
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=-0.00051925842287694091 0.00036481471795834911 -0.00065625251344911587 -0.00029910073391533894 0.0010518031690248265 0.00092242610011230002 -0.00038146521450805471 -0.00018851438247757961 0.00015334583241081304
leaf_weight=0.0017020344446415829 0.0010115465264349125 0.0010386931722377521 0.001457618009012525 0.0011733561912932711 0.0010170074449792109 0.0014273459487195248 0.0014878182257556799 0.0012015136124023857
leaf_count=736 344 707 270 270 169 237 167 221
internal_value=0 -4.47268e-05 4.70188e-05 0.000141097 0.000242831 0.000112179 0.000294591 0.000597248
internal_weight=0 0.0105054 0.00880335 0.00776466 0.00630704 0.00529003 0.00386269 0.00237487
internal_count=3121 2777 2041 1334 1064 895 658 491
is_linear=0
shrinkage=0.00196078


Tree=4337
num_leaves=9
num_cat=0
split_feature=11 3 1 15 52 3 15 3
split_gain=6.94122e-05 8.43548e-05 7.24293e-05 9.74987e-05 8.72147e-05 7.71846e-05 6.51682e-05 4.65968e-05
threshold=0.081790000000000015 -0.12018999999999998 0.094385000000000011 -0.0058549999999999991 0.084960000000000022 0.083060000000000009 -0.085319999999999993 0.13524500000000003
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -4 -7
right_child=-2 2 5 4 -6 7 -8 -9
leaf_value=0.0004667001470442391 -0.00050161524731377185 -0.00061252452310245125 0.00078333385093952435 0.00023576745231357427 -0.00045489590389018294 -0.00025745390879712684 8.096499346339909e-05 0.00025869159823648451
leaf_weight=0.0015137327962605135 0.0010047538873121419 0.0015316567827936625 0.001000228156068002 0.0019977204920248147 0.0010845607710432857 0.0018628580076850421 0.0010318001319347264 0.0010523549201147744
leaf_count=180 175 919 245 504 573 119 235 171
internal_value=0 3.66237e-05 -3.14663e-05 -0.000208183 -7.25592e-06 0.000133345 0.000426693 -7.11319e-05
internal_weight=0 0.0110749 0.00956118 0.00461394 0.00308228 0.00494724 0.00203203 0.00291521
internal_count=3121 2946 2766 1996 1077 770 480 290
is_linear=0
shrinkage=0.00196078


Tree=4338
num_leaves=8
num_cat=0
split_feature=49 1 2 42 2 2 1
split_gain=2.00059e-05 5.09457e-05 5.53586e-05 0.000103166 4.24011e-05 4.52515e-05 3.25705e-05
threshold=-0.043469999999999995 0.12337000000000002 0.11389000000000002 0.084050000000000014 0.099185000000000009 0.084055000000000005 0.10089500000000001
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=-0.0025153663111498197 0.010746371846108453 0.015299978455721489 -0.027197111738028436 -0.023176724059437177 0.021519163459293014 -0.017091455784940337 0.021106514729701344
leaf_weight=0.0013397616588072499 0.0013973266603461835 0.0013031588876071141 0.0010659286039273359 0.0016327161344088272 0.0013030786777273348 0.001003135271618571 0.0010343542470491378
leaf_count=232 325 241 262 1016 255 597 193
internal_value=0 -0.00272286 -0.00639139 -0.00223541 0.00699663 -0.00088685 0.00777621
internal_weight=0 0.00770534 0.00640219 0.00533626 0.00370354 0.00240046 0.00237412
internal_count=3121 2696 2455 2193 1177 922 425
is_linear=0
shrinkage=0.1


Tree=4339
num_leaves=8
num_cat=0
split_feature=43 1 52 133 3 3 3
split_gain=2.06976e-05 3.98598e-05 7.84209e-05 6.74489e-05 5.41608e-05 0.000104455 4.82278e-05
threshold=-0.34140499999999996 0.10089500000000001 0.084960000000000022 0.061605000000000007 0.12178000000000001 -0.077774999999999983 -0.078724999999999976
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 6 5 -3 -2
right_child=1 4 -4 -5 -6 -7 -8
leaf_value=-0.013839056440217382 0.010753750481528213 -0.0061675361037750835 -0.027613545079666277 0.023688086065983775 -0.0085045060298121148 0.033065684306266392 -0.016298748541881129
leaf_weight=0.0010052094767381186 0.0010653039840878592 0.0011761355781874435 0.0011488199280276419 0.0010559232618717411 0.0012627965875353919 0.0016042152648457467 0.0017278285559738699
leaf_count=133 510 222 786 584 187 353 346
internal_value=0 0.00128697 -0.00468511 0.00215829 0.00866927 0.0164694 -0.00598089
internal_weight=0 0.00904102 0.00499788 0.00384906 0.00404315 0.00278035 0.00279313
internal_count=3121 2988 2226 1440 762 575 856
is_linear=0
shrinkage=0.1


Tree=4340
num_leaves=9
num_cat=0
split_feature=159 51 4 12 3 47 2 3
split_gain=4.63219e-05 4.75404e-05 6.64472e-05 6.19081e-05 8.10288e-05 4.81904e-05 6.59358e-05 9.65585e-05
threshold=-0.032739999999999991 0.092235000000000011 0.27834500000000006 -0.029094999999999999 0.10542000000000001 0.090100000000000013 0.092365000000000017 -0.08824499999999999
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=-0.00041382751546753716 -0.00050972944591148818 0.00042326082120678038 0.00038376625744896851 -0.00053367214464448618 0.00041141829479684507 0.0002502280953701919 -0.00058619339758411943 0.0001990616654823269
leaf_weight=0.0010043761078270879 0.0011364982016904192 0.0010473297240057135 0.0013544408503286401 0.0010636599600670513 0.0013663027391874749 0.0010665923560002951 0.001291561574099054 0.0019759086496144627
leaf_count=421 198 244 304 365 73 193 478 845
internal_value=0 2.7311e-05 -1.74963e-05 -8.62875e-05 -1.51403e-05 -0.000123113 -0.000215053 -5.73496e-05
internal_weight=0 0.0103023 0.00925496 0.00790052 0.00676403 0.00539772 0.00433113 0.00303957
internal_count=3121 2700 2456 2152 1954 1881 1688 1210
is_linear=0
shrinkage=0.00196078


Tree=4341
num_leaves=9
num_cat=0
split_feature=147 52 13 133 1 15 1 0
split_gain=4.74697e-05 8.7364e-05 8.13014e-05 8.84423e-05 0.000106387 6.76713e-05 9.04079e-05 8.2056e-05
threshold=1.0000000180025095e-35 0.15915500000000002 -0.076384999999999995 0.076280000000000014 0.091785000000000019 -0.053579999999999996 0.081670000000000006 -0.10836499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 -7 -4
right_child=-2 -3 5 -5 -6 6 -8 -9
leaf_value=-0.00036278099068606448 0.00039614107630749491 -0.0005981923534577559 -0.00017698520507987108 0.00071220861511951585 0.00047553539651275798 -1.3135269549218336e-05 -0.00068869235008426916 0.00047216022046959132
leaf_weight=0.0012246507626234619 0.0010078999497344218 0.001008387354637502 0.0019182556876783264 0.0010896335199569833 0.0011091241082972351 0.0016068047346769103 0.0014479589942263094 0.0012278853986389805
leaf_count=406 183 363 173 404 211 581 376 424
internal_value=0 -4.90998e-05 8.43133e-06 0.000250976 3.5628e-05 -0.000125473 -0.00033335 7.63652e-05
internal_weight=0 0.0106327 0.00962431 0.00342341 0.00233377 0.0062009 0.00305476 0.00314614
internal_count=3121 2938 2575 1021 617 1554 957 597
is_linear=0
shrinkage=0.00196078


Tree=4342
num_leaves=8
num_cat=0
split_feature=52 52 160 151 16 1 52
split_gain=1.93122e-05 4.8164e-05 3.51822e-05 4.52683e-05 7.72957e-05 0.000103561 3.8881e-05
threshold=-0.24456499999999998 -0.081429999999999989 -0.079874999999999988 -0.0083949999999999979 -0.071854999999999988 0.10752500000000002 0.091820000000000013
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=-0.013111502853253944 0.018065194948407567 -0.017583853526928952 -0.016706311082427032 0.0010406936609383911 -0.022776636241486792 0.039302335575595419 0.0038698977000333362
leaf_weight=0.0010409665589477578 0.0014361759015091716 0.0012041823874089199 0.0011715521752834867 0.0018795949617851702 0.001078108601089223 0.0011343211943089077 0.0011128048502512472
leaf_count=364 407 585 208 889 345 176 147
internal_value=0 0.00127392 -0.00190727 0.00105326 0.00505075 0.0154409 -0.00924238
internal_weight=0 0.00901674 0.00758056 0.00637638 0.00520483 0.00301392 0.00219091
internal_count=3121 2757 2350 1765 1557 1065 492
is_linear=0
shrinkage=0.1


Tree=4343
num_leaves=8
num_cat=0
split_feature=50 4 4 16 4 13 15
split_gain=1.8054e-05 3.38436e-05 4.17895e-05 3.09528e-05 7.86525e-05 6.35652e-05 8.5584e-05
threshold=0.088425000000000017 0.27834500000000006 0.098655000000000007 0.38525000000000004 -0.27825499999999997 -0.033284999999999988 -0.0088349999999999974
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=-0.024938300771838517 -0.011956057775141105 0.016359786776973442 -0.015259823397901759 0.018046995672486035 -0.013923459522849123 -0.001841800168413738 0.034079346090200184
leaf_weight=0.0010484365775037499 0.001154252624781099 0.0012830597174575296 0.0016534842617072568 0.0010778442515303986 0.0011275124120390264 0.0014686963923884466 0.0012094832545049847
leaf_count=104 560 315 206 280 902 280 474
internal_value=0 0.00133944 -0.00120122 0.00271749 -0.000686374 0.00599483 0.0143804
internal_weight=0 0.00886852 0.00758546 0.00593197 0.00485413 0.00380569 0.00267818
internal_count=3121 2561 2246 2040 1760 1656 754
is_linear=0
shrinkage=0.1


Tree=4344
num_leaves=7
num_cat=0
split_feature=0 1 150 16 16 0
split_gain=1.9133e-05 5.44115e-05 3.22537e-05 7.85908e-05 6.66392e-05 6.90102e-05
threshold=0.041630000000000007 0.077565000000000009 0.081835000000000019 -0.36241499999999999 -0.087989999999999985 -0.077999999999999986
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=-0.020388666057013706 0.009075820650373382 -0.025698872341644086 0.013718786539391396 0.025306233445931383 -0.020049759881605702 0.010633834576927801
leaf_weight=0.0013742249287507667 0.001827982227802785 0.0011334226508371605 0.001624843194583038 0.0010839864046770448 0.0013751646791929594 0.0015696614482349329
leaf_count=1554 252 197 271 159 345 343
internal_value=0 -0.00224278 0.00143134 -0.00243621 0.00410826 -0.00369468
internal_weight=0 0.0081613 0.00678708 0.00516224 0.00402881 0.00294483
internal_count=3121 2869 1315 1044 847 688
is_linear=0
shrinkage=0.1


Tree=4345
num_leaves=11
num_cat=0
split_feature=484 47 47 42 49 4 52 42 3 1
split_gain=0.000119517 0.000102597 0.000117561 6.58321e-05 8.73495e-05 0.000111919 6.20847e-05 0.000100004 0.000146945 4.05416e-05
threshold=-1.0000000180025095e-35 0.13148500000000005 0.098400000000000015 -0.085874999999999993 -0.043469999999999995 0.0052350000000000009 0.10744000000000002 0.086325000000000013 0.11658 0.08844500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 7 8 9 -6
right_child=1 -3 -4 4 6 -7 -8 -9 -10 -11
leaf_value=-0.00064641560835716554 -0.00043301083797794751 -0.00054580131264612725 0.00072945823275227611 2.5759060052058299e-05 8.2417032083974712e-05 0.00090956218675942925 0.00039942091144252973 -0.00062034192819579177 -0.00058149149373416863 0.00060039783167594601
leaf_weight=0.0010335442645025899 0.0010107688552034406 0.0010045452775782069 0.0010582765212784192 0.0012111345786124858 0.001320292322683526 0.0010104826905640255 0.0010448792255418234 0.0011856221670434081 0.0010165992110520855 0.0010374189159160409
leaf_count=515 389 55 144 218 493 120 347 507 84 249
internal_value=0 5.12565e-05 0.000111867 3.79092e-05 9.87276e-05 0.000427749 -3.16888e-05 -0.000130475 4.16485e-05 0.000310334
internal_weight=0 0.0109 0.00989547 0.0088372 0.00782643 0.00222162 0.00560481 0.00455993 0.00337431 0.00235771
internal_count=3121 2606 2551 2407 2018 338 1680 1333 826 742
is_linear=0
shrinkage=0.00196078


Tree=4346
num_leaves=11
num_cat=0
split_feature=484 42 43 2 3 151 15 133 16 3
split_gain=0.000112785 9.25004e-05 9.15052e-05 0.000127536 0.000125371 8.2699e-05 0.000157039 3.74301e-05 3.47037e-05 1.90339e-05
threshold=-1.0000000180025095e-35 -0.095859999999999987 -0.074359999999999996 0.089885000000000007 -0.080409999999999995 -0.0083949999999999979 -1.0000000180025095e-35 1.0000000180025095e-35 0.15273500000000004 -0.00083499999999999991
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 9 7 -5 -7 -3 -8 -4
right_child=1 2 3 5 -6 6 8 -9 -10 -11
leaf_value=-0.00063398836943344297 -0.00050072990468792006 0.00037113560244540365 -0.00060078564214132628 -0.00031339282100269737 0.00095922199816104916 0.00072289549588904932 0.00017893235912867946 -0.00015588799024201307 -0.00033351055997410406 -0.00022651165116297921
leaf_weight=0.001004596460371837 0.0010538759331139664 0.0010696465446986261 0.0010789697813411235 0.0011055527159774953 0.0010064891255879313 0.0017698959968571243 0.0010214267307208887 0.0010048132907959357 0.0010110027589835052 0.0010127491542023823
leaf_count=515 210 172 672 124 340 327 214 318 117 112
internal_value=0 5.20027e-05 0.000109788 -1.4153e-05 0.00039137 0.000158636 0.000295881 0.000115859 -7.5975e-05 -0.000419573
internal_weight=0 0.0111344 0.0100805 0.0069996 0.00308095 0.00490788 0.00380233 0.00207446 0.00203243 0.00209172
internal_count=3121 2606 2396 1566 830 782 658 490 331 784
is_linear=0
shrinkage=0.00196078


Tree=4347
num_leaves=9
num_cat=0
split_feature=42 40 47 16 43 151 13 1
split_gain=4.2516e-05 5.85849e-05 8.23839e-05 9.39944e-05 6.28492e-05 6.22093e-05 9.08479e-05 0.000165307
threshold=-0.095859999999999987 -0.013874999999999998 0.10904500000000002 -0.5048999999999999 -0.084004999999999982 -0.0038099999999999996 -0.094514999999999988 0.095285000000000022
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6 -7 -8
right_child=1 2 -4 4 5 6 7 -9
leaf_value=-0.00039149592712328998 0.00043237026190952766 0.00059794506351439362 -0.00055214456218249659 0.00028980466998114777 0.00023058597670899217 0.00017409466720723029 -0.0010353899653867918 -6.4809622763875105e-05
leaf_weight=0.0010103822378727473 0.0012256681007292219 0.001020489287733667 0.0010104424669210707 0.001699675957481335 0.0012986536125949247 0.001262524008679218 0.0011372649533127077 0.0016586051122531504
leaf_count=241 295 134 147 466 196 193 1173 276
internal_value=0 2.99657e-05 -2.43073e-05 4.17241e-05 -3.87123e-05 -0.000142944 -0.00026247 -0.000459609
internal_weight=0 0.0103133 0.00908766 0.00807721 0.00705672 0.00535705 0.00405839 0.00279587
internal_count=3121 2880 2585 2438 2304 1838 1642 1449
is_linear=0
shrinkage=0.00196078


Tree=4348
num_leaves=10
num_cat=0
split_feature=484 41 474 13 15 151 1 43 13
split_gain=0.000280069 0.000121632 9.52549e-05 0.000107958 0.000123221 0.000137746 0.000155916 0.000153378 4.51897e-05
threshold=-0.0068949999999999992 1.0000000180025095e-35 0.084410000000000013 -0.084034999999999985 1.0000000180025095e-35 -0.044604999999999992 0.095285000000000022 -1.0000000180025095e-35 -0.13710499999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 5 -5 -7 -8 -2
right_child=1 -3 -4 4 -6 6 7 -9 -10
leaf_value=-0.0010190148439616943 0.00014933037223793566 -0.00056986928677132855 0.00069394648889872627 -0.00058780443879004394 -0.00056382818716787196 -0.00018634414616816407 -1.7837487991787599e-05 0.0009901413290217668 0.00063699488568696018
leaf_weight=0.0010044422768540747 0.0015619924531915051 0.0010751091259867682 0.0010133965300945782 0.0010008677608023689 0.0015234214359512522 0.0019864409162567718 0.0010152155391875692 0.0013550814038099373 0.0013724917780223913
leaf_count=503 147 149 254 190 791 380 157 138 412
internal_value=0 5.91635e-05 0.000121615 6.25247e-05 -7.17641e-05 6.8153e-05 0.000218845 0.000558417 0.000377417
internal_weight=0 0.011904 0.0108289 0.00981551 0.00688103 0.00535761 0.00435674 0.0023703 0.00293448
internal_count=3121 2618 2469 2215 1656 865 675 295 559
is_linear=0
shrinkage=0.00196078


Tree=4349
num_leaves=8
num_cat=0
split_feature=52 457 151 2 52 2 0
split_gain=2.00362e-05 4.73544e-05 5.68427e-05 7.24115e-05 0.000117736 7.47155e-05 3.17251e-05
threshold=-0.24456499999999998 0.069910000000000014 -0.0077149999999999988 0.10981000000000002 0.10160000000000001 0.09142500000000002 -0.084269999999999984
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=-0.013251748586473048 -0.023582968720199646 0.0190666888995914 -0.015703808093091663 0.018553510023638066 -0.035226350995692664 0.023851143246887318 0.0062834180048510768
leaf_weight=0.0010512662115423803 0.001022811743279688 0.0012910059463470203 0.0015050313809922937 0.0018521005262655986 0.001002067705114751 0.0012088001181947009 0.0011636066653872481
leaf_count=364 282 249 570 384 426 273 573
internal_value=0 0.00133394 -0.00161833 0.00171902 -0.00467081 0.00322583 -0.00611671
internal_weight=0 0.00904542 0.00775442 0.00673161 0.00487951 0.00387744 0.00266864
internal_count=3121 2757 2508 2226 1842 1416 1143
is_linear=0
shrinkage=0.1


Tree=4350
num_leaves=9
num_cat=0
split_feature=13 160 457 1 52 4 3 1
split_gain=1.9035e-05 6.04531e-05 5.21079e-05 8.38381e-05 0.000113841 5.31707e-05 4.17256e-05 4.05029e-05
threshold=-0.084034999999999985 -0.081069999999999989 0.060310000000000009 0.122185 -1.0000000180025095e-35 -0.084134999999999988 -0.078934999999999991 0.08844500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=6 -2 3 4 -3 -6 -1 -8
right_child=1 2 -4 -5 5 -7 7 -9
leaf_value=-0.009486181887369145 0.017847787843537407 -0.047343978575919758 0.010713788768585909 0.013168029503615862 0.0084632194325322402 -0.021059647669823905 0.00082526949807085247 0.028998631248130929
leaf_weight=0.0010911563124510045 0.0011495391884850693 0.0010393404506307932 0.0012604099589589839 0.0010058840459841465 0.0011011324380176737 0.0013678144938377101 0.0010333487589463898 0.0010080836580571818
leaf_count=569 391 556 170 143 278 661 113 240
internal_value=0 -0.00309455 -0.00726352 -0.012283 -0.0195802 -0.00789266 0.00629988 0.0147376
internal_weight=0 0.00692412 0.00577458 0.00451417 0.00350829 0.00246895 0.00313259 0.00204143
internal_count=3121 2199 1808 1638 1495 939 922 353
is_linear=0
shrinkage=0.1


Tree=4351
num_leaves=8
num_cat=0
split_feature=50 4 12 3 2 0 15
split_gain=2.05027e-05 3.62034e-05 4.10682e-05 6.40916e-05 7.1574e-05 4.54804e-05 6.87808e-05
threshold=0.088425000000000017 0.27834500000000006 -0.029094999999999999 0.10542000000000001 0.093175000000000022 -0.077999999999999986 -0.091964999999999977
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=-0.019218972776180735 -0.012722140461581658 0.017054277507387226 0.013276079700707081 0.018858601868690723 -0.024721658893350193 0.019446160144056264 -0.020255120156974435
leaf_weight=0.0010788143620586096 0.0011494092763741698 0.0012764902334012852 0.0011501079930867708 0.0016523943872156222 0.0012357355208469523 0.0011627378297502148 0.0013068667222461924
leaf_count=213 560 315 209 106 593 212 913
internal_value=0 0.00147321 -0.00114837 0.00184722 -0.00394206 0.0031519 -0.00455919
internal_weight=0 0.00886315 0.00758666 0.00650784 0.00485545 0.00361971 0.00245697
internal_count=3121 2561 2246 2033 1927 1334 1122
is_linear=0
shrinkage=0.1


Tree=4352
num_leaves=9
num_cat=0
split_feature=147 13 15 2 2 3 3 1
split_gain=4.36586e-05 5.99792e-05 7.1936e-05 8.24159e-05 7.22583e-05 9.02693e-05 6.03887e-05 5.61955e-05
threshold=1.0000000180025095e-35 -0.076384999999999995 1.0000000180025095e-35 0.11215000000000001 0.096540000000000015 -1.0000000180025095e-35 -0.078934999999999991 0.08844500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 6 3 4 5 -3 -1 -8
right_child=-2 2 -4 -5 -6 -7 7 -9
leaf_value=-0.00015368119556930228 0.0003872609046716038 -0.00043374524702638153 -0.00060704098298145675 -0.0004867191980416589 0.00050669578892276028 0.00022531866538151067 6.0877304026352657e-05 0.00067994107253096701
leaf_weight=0.0014412449671794827 0.0010038843034629883 0.0014762724925959539 0.0011100147412609609 0.0013349014712756308 0.0010919455245984836 0.0017415878574422398 0.0011664829529946519 0.0010910565061019086
leaf_count=750 183 362 740 234 262 112 182 296
internal_value=0 -4.08286e-05 -0.000150735 -6.10044e-05 7.08548e-05 -7.70431e-05 0.000159883 0.000360067
internal_weight=0 0.0104535 0.00675472 0.00564471 0.00430981 0.00321786 0.00369878 0.00225754
internal_count=3121 2938 1710 970 736 474 1228 478
is_linear=0
shrinkage=0.00196078


Tree=4353
num_leaves=9
num_cat=0
split_feature=484 42 43 3 133 16 48 12
split_gain=0.00015869 4.9436e-05 6.72373e-05 0.000126804 0.000106968 0.000100274 0.000193709 5.51082e-05
threshold=-1.0000000180025095e-35 -0.095859999999999987 -0.074359999999999996 -0.08824499999999999 -0.0061299999999999992 0.22339500000000004 0.086260000000000017 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 6 7 -6
right_child=1 2 4 -5 5 -7 -8 -9
leaf_value=-0.00075710091736985469 -0.00034717350553609356 -7.5947245694268258e-05 -0.00058150127414389856 0.00073235354165100957 0.00032767835877128073 -0.00044956833318886253 -0.00027598502854291247 0.00088770190953352409
leaf_weight=0.0010096158969091296 0.0010592925201165339 0.0014358769784096918 0.0010584030608781006 0.0015534853168495573 0.0018326232697727391 0.0010592689160591855 0.0018633050845689898 0.0010699881506391158
leaf_count=515 210 225 655 605 209 176 158 368
internal_value=0 5.53694e-05 9.85592e-05 0.000344103 -8.07417e-06 9.61143e-05 0.000217397 0.00053412
internal_weight=0 0.0109322 0.00987295 0.00298936 0.00688359 0.00582519 0.00476592 0.00290261
internal_count=3121 2606 2396 830 1566 911 735 577
is_linear=0
shrinkage=0.00196078


Tree=4354
num_leaves=10
num_cat=0
split_feature=47 47 16 52 52 16 157 0 49
split_gain=6.04223e-05 9.09022e-05 7.2336e-05 8.22797e-05 6.91361e-05 7.52884e-05 8.59049e-05 0.000113754 6.12613e-05
threshold=0.13148500000000005 0.10254000000000001 -0.48836499999999994 0.11434500000000002 0.091275000000000009 0.071345000000000006 -0.060134999999999994 -0.084269999999999984 -0.0090649999999999984
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 8 -8
right_child=-2 -3 3 -5 -6 -7 7 -9 -10
leaf_value=0.00045261261108587447 -0.00046557030262553569 0.0005772409682251328 0.00051257016153702481 -0.00060978882666983035 0.00044871371912970272 -0.00051998516231735101 -6.5295461919066071e-05 0.00030584266137297805 -0.00067845009517206927
leaf_weight=0.0010829444806859283 0.0010089290179709958 0.0010744094765008155 0.0010563071250606357 0.0010133322200114305 0.0010630206718257248 0.0012633886496347287 0.0012494719743327831 0.0015295392883639012 0.0012564597995834799
leaf_count=228 65 187 274 377 202 441 150 640 557
internal_value=0 3.66118e-05 -2.44382e-05 -8.57106e-05 -1.41209e-05 -9.15387e-05 1.47689e-05 -0.000115533 -0.000372728
internal_weight=0 0.0105889 0.00951446 0.00843152 0.00741819 0.00635517 0.00509178 0.00403547 0.00250593
internal_count=3121 3056 2869 2641 2264 2062 1621 1347 707
is_linear=0
shrinkage=0.00196078


Tree=4355
num_leaves=7
num_cat=0
split_feature=51 40 50 16 48 16
split_gain=1.9897e-05 4.07569e-05 4.44821e-05 5.18743e-05 9.46625e-05 4.46761e-05
threshold=-0.076794999999999988 -0.013874999999999998 0.07826000000000001 -0.084119999999999986 0.085845000000000019 0.071345000000000006
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -5
right_child=1 2 -4 5 -6 -7
leaf_value=-0.0095929332004266402 0.020330248725066166 0.0082184935599247302 -0.018401635219808418 0.024545921406348575 -0.027202343098974846 -0.00044424981916416296
leaf_weight=0.0018281151939473364 0.0010512402616339889 0.0018607837098156741 0.0011911288669634928 0.0014815292710116362 0.0012690852183591893 0.001383356448015425
leaf_count=537 284 599 538 801 141 221
internal_value=0 0.00193938 -0.00075106 0.00275602 -0.00614379 0.012479
internal_weight=0 0.00823712 0.00718588 0.00599475 0.00312987 0.00286489
internal_count=3121 2584 2300 1762 740 1022
is_linear=0
shrinkage=0.1


Tree=4356
num_leaves=11
num_cat=0
split_feature=484 47 4 42 43 16 16 0 16 43
split_gain=0.000135139 7.74345e-05 0.000111678 7.19809e-05 8.5194e-05 5.67704e-05 0.000119243 8.52175e-05 1.82457e-05 1.53699e-05
threshold=-1.0000000180025095e-35 0.13148500000000005 0.24564500000000003 -1.0000000180025095e-35 -0.074359999999999996 0.22339500000000004 -0.014034999999999997 -0.10224499999999999 -0.50690499999999983 -0.093959999999999988
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 9 6 7 -6 -4 -5
right_child=1 -3 8 4 5 -7 -8 -9 -10 -11
leaf_value=-0.00070085219400859572 -0.00045438870367062997 -0.00045519846559986728 0.00032907249832945525 0.0002424850411904906 -0.00046172120295175794 -0.00046160802096754212 0.00061445770755967014 0.00025430711076034133 0.00069938801006986487 0.00058379562567692793
leaf_weight=0.0010078297155789841 0.0011583043779345775 0.0010584910167960029 0.0010413566574214266 0.0010279783054371328 0.0015795366378547079 0.0010907605741014067 0.0010284849300420725 0.0010732493667529421 0.001005420965768584 0.0010014162187030771
leaf_count=515 722 55 151 125 127 171 170 425 230 430
internal_value=0 4.91365e-05 0.000102485 -2.55569e-06 7.43929e-05 -6.87158e-05 4.76982e-05 -0.000172034 0.000510979 0.000410907
internal_weight=0 0.011065 0.0100065 0.00795973 0.00680143 0.00477203 0.00368127 0.00265279 0.00204678 0.00202939
internal_count=3121 2606 2551 2170 1448 893 722 552 381 555
is_linear=0
shrinkage=0.00196078


Tree=4357
num_leaves=8
num_cat=0
split_feature=13 160 51 457 2 3 1
split_gain=1.70148e-05 5.09475e-05 4.34039e-05 6.5187e-05 7.30648e-05 3.17616e-05 3.88834e-05
threshold=-0.084034999999999985 -0.081069999999999989 -0.076794999999999988 0.060310000000000009 0.096540000000000015 -0.078934999999999991 0.08844500000000001
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=-0.0077883170839762664 0.01629021766637527 -0.024572652921471639 -0.022495096931905392 0.019383260928716461 0.0059457969847119731 -0.00025944297416492589 0.027303825987332875
leaf_weight=0.0010959440978184085 0.0011512560219862009 0.0011047763265097481 0.001889528381614638 0.0010517077021726931 0.0017305670051476893 0.0010400126156921146 0.001007707093856458
leaf_count=569 391 321 949 149 389 113 240
internal_value=0 -0.0029191 -0.00674747 -0.00253221 -0.00889908 0.0059513 0.0133048
internal_weight=0 0.00692784 0.00577658 0.0046718 0.0036201 0.00314366 0.00204772
internal_count=3121 2199 1808 1487 1338 922 353
is_linear=0
shrinkage=0.1


Tree=4358
num_leaves=7
num_cat=0
split_feature=16 1 150 16 16 13
split_gain=1.76588e-05 5.76989e-05 4.73965e-05 6.34051e-05 5.99994e-05 3.26311e-05
threshold=0.38525000000000004 0.077565000000000009 0.080470000000000014 -0.36241499999999999 -0.056919999999999991 -0.076599999999999988
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=-0.0034658377586139801 0.010031905721568271 -0.021936501355208367 0.018997749391524807 0.017161458724116115 -0.0089737367792390374 -0.026648299613768991
leaf_weight=0.0012293678609014258 0.0014597395165651507 0.0011567774049167719 0.0014634285872704642 0.0018936505895781608 0.0016384192575985925 0.0011996862776110023
leaf_count=711 311 212 295 388 404 800
internal_value=0 -0.00186558 0.00328679 -0.00161673 0.00503814 -0.0149154
internal_weight=0 0.00858133 0.00615228 0.00468885 0.00353207 0.00242905
internal_count=3121 2810 1299 1004 792 1511
is_linear=0
shrinkage=0.1


Tree=4359
num_leaves=10
num_cat=0
split_feature=47 47 16 159 4 52 133 3 52
split_gain=5.78895e-05 9.7775e-05 7.26825e-05 7.4719e-05 0.000147874 6.91807e-05 9.79971e-05 9.27378e-05 9.24317e-05
threshold=0.13148500000000005 0.10254000000000001 -0.48836499999999994 0.076905000000000015 0.053925000000000008 -0.0064899999999999992 0.085815000000000016 0.090900000000000009 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 8 -4 -7
right_child=-2 -3 3 -5 -6 6 -8 -9 -10
leaf_value=0.00044935347416136002 -0.00045676048410487501 0.0005947595035153422 -0.0007023332668651222 0.00033413610383501075 -0.00074670991522798945 -9.8284223553581526e-05 -0.00038432532128482256 0.00010817234278240835 0.00065444427764693475
leaf_weight=0.0010826548712730361 0.0010119340325257789 0.0010747192756338361 0.0011149209030303277 0.0013426855101905102 0.0013791302253362723 0.0010813094975282486 0.0010023291971631748 0.0010576127732830065 0.0014934489422629908
leaf_count=228 65 187 587 405 286 263 373 78 649
internal_value=0 3.40363e-05 -2.90383e-05 -9.0177e-05 -0.000170096 -3.17862e-05 0.000135832 -0.00030777 0.000338324
internal_weight=0 0.0106288 0.00955409 0.00847144 0.00712875 0.00574962 0.00357709 0.00217253 0.00257476
internal_count=3121 3056 2869 2641 2236 1950 1285 665 912
is_linear=0
shrinkage=0.00196078


Tree=4360
num_leaves=10
num_cat=0
split_feature=47 47 16 52 52 16 0 0 1
split_gain=7.53386e-05 0.000121168 0.000106631 8.74609e-05 9.78615e-05 7.22317e-05 8.89625e-05 6.75899e-05 0.0001129
threshold=0.13148500000000005 0.10254000000000001 -0.48836499999999994 0.11434500000000002 0.091275000000000009 0.071345000000000006 -0.084269999999999984 -0.22491999999999998 0.094385000000000011
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -4 -9
right_child=-2 -3 3 -5 -6 -7 -8 8 -10
leaf_value=0.00053573229036658085 -0.00052077050377468499 0.00065225808363617759 0.00017373412872208606 -0.00063953512487080011 0.00051194040438328977 -0.00054060843016825143 0.00031264752747481918 -0.00089151648754669818 3.7503782543519488e-06
leaf_weight=0.0011309846458470588 0.0010084448202243414 0.0011135583971356401 0.0011235910015325867 0.0010341580093204588 0.0010902324813134995 0.0012784815859838549 0.0019380459445909048 0.0010252085038255998 0.0011479791253861515
leaf_count=228 65 187 59 377 202 441 745 662 155
internal_value=0 3.94473e-05 -3.04087e-05 -0.000104537 -3.17717e-05 -0.000122781 -2.07368e-05 -0.00021672 -0.000418595
internal_weight=0 0.0108822 0.00976868 0.0086377 0.00760354 0.00651331 0.00523482 0.00329678 0.00217319
internal_count=3121 3056 2869 2641 2264 2062 1621 876 817
is_linear=0
shrinkage=0.00196078


Tree=4361
num_leaves=10
num_cat=0
split_feature=484 133 3 151 4 2 1 1 12
split_gain=0.000126303 7.75605e-05 8.72251e-05 5.15874e-05 0.000101399 0.000100003 0.000197109 8.63732e-05 4.2122e-05
threshold=-1.0000000180025095e-35 0.099660000000000012 -0.12018999999999998 -0.0083949999999999979 0.24564500000000003 0.10327000000000001 0.080000000000000016 0.095285000000000022 0.091625000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 8 -4 5 6 -5 -8 -2
right_child=1 -3 3 4 -6 -7 7 -9 -10
leaf_value=-0.0006673182653340506 0.00072911180318491144 -0.00043874289132602118 -0.00028399088972972975 0.00070328555184766218 0.00062334414436591415 -0.00051793361726588949 -0.00062682271987953995 0.00010455258993457119 0.00017766499650160081
leaf_weight=0.0010422830627835654 0.0010630647869749503 0.001143460792553677 0.0018170393292752229 0.0014456584119284899 0.0011294900412539563 0.0012125637874963856 0.0010718150965578692 0.0014753530407692513 0.0010671468997209173
leaf_count=515 132 411 365 698 225 248 266 129 132
internal_value=0 4.5699e-05 9.9573e-05 7.25417e-06 9.07923e-05 -2.47634e-05 0.000125005 -0.000203201 0.00045286
internal_weight=0 0.0114256 0.0102821 0.00815192 0.00633488 0.00520539 0.00399283 0.00254717 0.00213021
internal_count=3121 2606 2195 1931 1566 1341 1093 395 264
is_linear=0
shrinkage=0.00196078


Tree=4362
num_leaves=9
num_cat=0
split_feature=50 4 12 3 2 0 4 1
split_gain=1.90998e-05 3.72237e-05 3.56204e-05 5.1178e-05 5.23959e-05 4.94133e-05 3.56976e-05 9.45851e-06
threshold=0.088425000000000017 0.27834500000000006 -0.029094999999999999 0.092670000000000016 0.093175000000000022 -0.077999999999999986 0.053180000000000012 0.097525000000000014
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=-0.018024080559902438 -0.012234543208290077 0.017147841347829058 -0.018268323790516107 0.021658699667185866 -0.022223947427288962 0.019082767555324356 0.0072176666764729239 0.0080136039035951633
leaf_weight=0.0010838944072518227 0.0011574559794480773 0.0012878017052738158 0.0012004782519247676 0.001000906504415866 0.0012058202458262992 0.0011321244731798863 0.0010136362855944483 0.0010315833045941025
leaf_count=213 560 315 1000 65 575 196 101 96
internal_value=0 0.00141613 -0.00122578 0.00153942 -0.00435158 0.00208874 -0.00660067 0.0147332
internal_weight=0 0.00895625 0.00766844 0.00658455 0.00455206 0.00334624 0.00221411 0.00203249
internal_count=3121 2561 2246 2033 1872 1297 1101 161
is_linear=0
shrinkage=0.1


Tree=4363
num_leaves=9
num_cat=0
split_feature=0 0 42 49 3 1 4 4
split_gain=1.88408e-05 4.15284e-05 6.2814e-05 4.27972e-05 7.71238e-05 5.99597e-05 4.75157e-05 3.15771e-05
threshold=-1.0000000180025095e-35 -0.053834999999999994 0.091295000000000015 -0.00064499999999999985 0.090900000000000009 0.08844500000000001 0.053925000000000008 -0.46376499999999993
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 -7 -2
right_child=7 -3 -4 5 -6 6 -8 -9
leaf_value=-0.035012631112633481 -0.003882067547134006 -0.021360074624723266 0.022037000450071925 -0.017514456892512242 0.0033041995512121552 0.024192375832280628 -0.0024597148697855908 0.020531909809310675
leaf_weight=0.0010154889126886509 0.0010662776656344018 0.0010053214417384227 0.0011233914654278539 0.0010578053300045226 0.001088235627468348 0.0013123411541464628 0.0013643535776481329 0.0010529253544625302
leaf_count=380 164 203 567 1124 111 246 165 161
internal_value=0 -0.00236112 0.000382502 -0.00378426 -0.0151917 0.00264181 0.0106074 0.00824801
internal_weight=0 0.00796694 0.00696162 0.00583822 0.00210372 0.0037345 0.00267669 0.0021192
internal_count=3121 2796 2593 2026 491 1535 411 325
is_linear=0
shrinkage=0.1


Tree=4364
num_leaves=11
num_cat=0
split_feature=484 48 4 42 150 2 2 1 43 13
split_gain=0.000182044 0.000110147 0.000103704 0.000105577 8.70239e-05 8.91611e-05 9.8101e-05 6.67739e-05 6.82806e-05 3.89153e-05
threshold=-1.0000000180025095e-35 0.11951500000000001 0.27834500000000006 0.091735000000000025 0.089910000000000018 0.10327000000000001 0.088850000000000012 0.095025000000000012 -0.029804999999999995 -0.055129999999999992
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 8 -2 -8
right_child=1 -3 -4 -5 -6 -7 9 -9 -10 -11
leaf_value=-0.00079025029786875217 0.00026773825385605847 -0.00055550540146396426 0.00062876455374006007 -0.00049748414879305749 -0.00040907191806333315 -0.00021532263250000056 0.00093335758759249463 0.00044488765078416835 -0.00043355328117484788 0.00039236720571640996
leaf_weight=0.0010627181612443753 0.0010155609340412285 0.001029921042400639 0.0013277899278299815 0.0012091998497583767 0.0010331760018274395 0.0015598000559698556 0.0010008634754013861 0.0014429523072578051 0.0011251591706260989 0.0010449355793268784
leaf_count=515 317 93 297 431 161 299 131 135 473 269
internal_value=0 5.70753e-05 0.000115713 4.34856e-05 0.000123041 0.000199511 0.000314453 0.000118884 -0.000100859 0.000657035
internal_weight=0 0.0117894 0.0107594 0.00943165 0.00822245 0.00718927 0.00562947 0.00358367 0.00214072 0.0020458
internal_count=3121 2606 2513 2216 1785 1624 1325 925 790 400
is_linear=0
shrinkage=0.00196078


Tree=4365
num_leaves=9
num_cat=0
split_feature=47 47 16 4 2 4 0 15
split_gain=6.08763e-05 9.62904e-05 7.28558e-05 6.78724e-05 5.86437e-05 6.93373e-05 8.00075e-05 7.29641e-05
threshold=0.13148500000000005 0.10254000000000001 -0.48836499999999994 0.055260000000000011 0.10981000000000002 -0.35136499999999998 -0.077999999999999986 -0.09095499999999998
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=0.00045843529948259355 -0.00046347541778954729 0.00058867603057374969 -0.00049749125666982642 -0.00043221646345446651 0.00035727925111782907 0.00019844446514403707 0.00045059007200630127 -0.00043146657125946891
leaf_weight=0.0010681465167981701 0.001014557511334919 0.0010994645296088347 0.0012371055620706492 0.0017238146691813949 0.0014232972201543266 0.0012866575928390561 0.0012293604454634037 0.0015692443603578725
leaf_count=228 65 187 166 368 265 243 423 1176
internal_value=0 3.92118e-05 -2.41285e-05 -8.4988e-05 3.74412e-06 -9.07976e-05 3.23581e-05 -0.000147675
internal_weight=0 0.0106371 0.00953763 0.00846948 0.00674567 0.00532237 0.00408526 0.0028559
internal_count=3121 3056 2869 2641 2273 2008 1842 1419
is_linear=0
shrinkage=0.00196078


Tree=4366
num_leaves=10
num_cat=0
split_feature=484 48 4 15 47 4 150 4 0
split_gain=0.000160596 8.59848e-05 0.000113816 7.0169e-05 0.000151123 0.000103558 0.000102991 7.96422e-05 0.000128491
threshold=-1.0000000180025095e-35 0.11951500000000001 0.40473500000000007 -0.10203999999999998 0.085270000000000026 -0.49013999999999996 0.089910000000000018 -0.083854999999999985 -0.11013499999999998
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=-0.00074376002669904932 -0.00039552054750773377 -0.00049530748985560753 0.00070075664603987022 -0.00059239182994516538 0.00066725261528777127 0.00051473559279310702 -0.00045044899320201704 0.00047620766086033431 -0.00035939341784479078
leaf_weight=0.0010610902284043803 0.0012618930209024369 0.0010078707459745566 0.0011017890384177826 0.0010376538001601763 0.0014888233973838578 0.0019156299348976891 0.0011416544160265342 0.0012391797879860726 0.0016490211112775489
leaf_count=515 224 93 262 130 135 376 196 118 1072
internal_value=0 5.24966e-05 0.00010345 3.58403e-05 0.000100091 -2.08291e-05 7.89247e-05 0.000204733 -8.79587e-07
internal_weight=0 0.0118435 0.0108356 0.00973386 0.00847196 0.00698314 0.00594549 0.00480383 0.0028882
internal_count=3121 2606 2513 2251 2027 1892 1762 1566 1190
is_linear=0
shrinkage=0.00196078


Tree=4367
num_leaves=8
num_cat=0
split_feature=48 16 52 0 13 1 2
split_gain=5.04637e-05 0.000107988 6.94891e-05 5.29762e-05 0.000104846 7.12337e-05 3.70484e-05
threshold=0.11951500000000001 -0.48836499999999994 0.11434500000000002 -0.084269999999999984 -0.076599999999999988 0.094385000000000011 0.096540000000000015
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=0.00058543196305298553 -0.00041814682375893101 -0.00041329754811845728 -0.00049850415755234832 0.00059069067680944632 -0.00021680512658485719 0.00012785830645295953 0.00023549210363117481
leaf_weight=0.0011911686910981338 0.0010664266082813746 0.001927773377780901 0.0011249705787829351 0.0014867036339709511 0.0018562520994015784 0.0018163081689300297 0.001114217453951867
leaf_count=244 114 846 401 318 651 205 342
internal_value=0 2.949e-05 -4.15163e-05 2.1169e-05 0.000165604 -0.000150775 -4.71493e-05
internal_weight=0 0.0105174 0.00932623 0.00820125 0.00445717 0.00374408 0.00297047
internal_count=3121 3007 2763 2362 1311 1051 993
is_linear=0
shrinkage=0.00196078


Tree=4368
num_leaves=9
num_cat=0
split_feature=47 47 16 52 157 0 49 13
split_gain=6.25171e-05 9.85665e-05 7.11923e-05 6.74003e-05 5.32494e-05 9.66878e-05 0.000114602 0.00011046
threshold=0.13148500000000005 0.10254000000000001 -0.48836499999999994 0.11434500000000002 -0.06266999999999999 -0.084269999999999984 -0.043469999999999995 -0.076384999999999995
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=0.00044088406681477556 -0.00047032569556820753 0.0005832784944335295 0.00034002998666780008 -0.00056696333008272046 6.0392081379844683e-05 0.00054250571151774315 -0.00071991456823968587 -0.00017324748418821282
leaf_weight=0.0010990543043234166 0.0010319438662516152 0.001128297730982583 0.0012720008832020173 0.0010024556931780898 0.0013370268891208157 0.0014189733606031663 0.0015773312579463927 0.001993680962133447
leaf_count=228 65 187 395 377 141 233 678 817
internal_value=0 3.47622e-05 -2.90375e-05 -8.90818e-05 -2.604e-05 -9.96358e-05 -0.000361931 0.000124361
internal_weight=0 0.0108288 0.00970052 0.00860147 0.00759901 0.00632701 0.00291436 0.00341265
internal_count=3121 3056 2869 2641 2264 1869 819 1050
is_linear=0
shrinkage=0.00196078


Tree=4369
num_leaves=9
num_cat=0
split_feature=14 49 51 0 47 16 4 12
split_gain=2.20459e-05 4.74409e-05 5.42585e-05 7.96291e-05 3.35084e-05 3.05834e-05 5.67236e-05 6.87816e-05
threshold=-1.0000000180025095e-35 0.0093850000000000027 0.086310000000000012 -0.17169499999999996 0.092530000000000015 0.16703000000000004 0.053180000000000012 0.088305000000000008
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=-0.014248408744603961 0.027358557145421947 0.021150364525950476 -0.02240942498279816 -0.017683957443714541 -0.017149256909982109 -0.012558345428668427 0.025739429430830376 0.014995457389501211
leaf_weight=0.0010010850588920558 0.0010484929451073984 0.0010721909851855458 0.0010528720017960987 0.0013447146162521512 0.0012401120000739884 0.0011978337006586155 0.0010286021152084682 0.0012360838782182471
leaf_count=161 105 585 310 716 174 194 244 632
internal_value=0 0.0013762 -0.00122564 0.00191758 -0.00249339 0.00128735 0.00588225 -0.00203202
internal_weight=0 0.0092209 0.00814871 0.00709584 0.00604735 0.00480723 0.0036094 0.0025808
internal_count=3121 2960 2375 2065 1960 1786 1592 1348
is_linear=0
shrinkage=0.1


Tree=4370
num_leaves=8
num_cat=0
split_feature=48 16 15 47 0 4 43
split_gain=2.53474e-05 7.12317e-05 5.56529e-05 6.10196e-05 6.98029e-05 0.000112635 6.89143e-05
threshold=0.11926500000000002 -0.48836499999999994 -0.14147499999999996 0.092165000000000011 -0.11013499999999998 -0.076779999999999987 -0.0030899999999999994
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=0.02651158872711782 -0.015223199353738896 -0.023595957730720124 0.012813517192815597 0.021520932315884669 0.01533031429810147 -0.035799929589982925 -0.016395572492688644
leaf_weight=0.001013859728732869 0.0010040560469368022 0.0010076050593942256 0.0019359235293111626 0.0012558965476987547 0.0014955450332707482 0.0012089869644911007 0.0012627815023597707
leaf_count=242 117 298 252 163 587 1093 369
internal_value=0 0.00151179 -0.0015918 0.00150515 -0.00275315 -0.0103492 0.000805978
internal_weight=0 0.0091806 0.00816674 0.00715913 0.00590324 0.00396731 0.00275833
internal_count=3121 3004 2762 2464 2301 2049 956
is_linear=0
shrinkage=0.1


Tree=4371
num_leaves=8
num_cat=0
split_feature=0 15 47 12 1 16 4
split_gain=2.19172e-05 5.60251e-05 5.29457e-05 5.75242e-05 5.58143e-05 4.6923e-05 3.89695e-05
threshold=-0.061629999999999997 -1.0000000180025095e-35 0.092530000000000015 0.090995000000000006 0.094090000000000021 -0.083539999999999989 -0.35136499999999998
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 -3
right_child=1 6 -4 -5 -6 -7 -8
leaf_value=0.009652399945284957 0.024378897380974582 -0.013711326510727352 -0.020777626003151854 -0.019376471682114906 0.019333536400428959 -0.018949657711322287 0.012354052166026482
leaf_weight=0.0012053527050289317 0.0011487364031952177 0.0013429536906536337 0.0013996275574369521 0.0010865829431910834 0.0018617490185281887 0.00109431371168669 0.001001202555244505
leaf_count=488 267 196 268 704 322 755 121
internal_value=0 0.0062871 -0.00349647 0.00111237 0.00646219 -0.00395811 -0.00257865
internal_weight=0 0.00349289 0.00664763 0.005248 0.00416142 0.00229967 0.00234416
internal_count=3121 584 2537 2269 1565 1243 317
is_linear=0
shrinkage=0.1


Tree=4372
num_leaves=9
num_cat=0
split_feature=48 4 42 0 49 160 15 3
split_gain=7.4795e-05 9.41696e-05 6.84763e-05 5.76237e-05 6.94723e-05 0.00013862 8.45098e-05 9.97084e-05
threshold=0.12474000000000002 0.27834500000000006 0.091735000000000025 0.041630000000000007 -0.00064499999999999985 0.079055000000000014 -0.016799999999999995 -0.078934999999999991
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=-0.00079098882788739043 -0.00051831029979200114 0.00049295097838059846 -0.00049765640051381978 0.0003369701931028393 -0.00025408173009330745 0.00018223836403091101 -9.8294223170309751e-05 0.00068746045285323677
leaf_weight=0.0012082427802363217 0.0010173773002253609 0.001504263144148396 0.0010897890842281903 0.001786040595070473 0.0016544310982317895 0.0010531021722971021 0.001173195519297427 0.0013189005833232801
leaf_count=317 102 320 532 186 613 157 721 173
internal_value=0 3.78433e-05 -3.5899e-05 2.55146e-05 -6.12962e-05 -0.00033776 8.94756e-05 0.000317553
internal_weight=0 0.010788 0.0092837 0.00819391 0.00640787 0.00226134 0.00414653 0.0024921
internal_count=3121 3019 2699 2167 1981 474 1507 894
is_linear=0
shrinkage=0.00196078


Tree=4373
num_leaves=9
num_cat=0
split_feature=47 47 474 160 42 43 12 1
split_gain=5.33095e-05 6.93218e-05 6.64839e-05 8.92689e-05 0.000112907 0.000101326 7.16794e-05 0.000113201
threshold=0.13148500000000005 0.10254000000000001 0.084660000000000027 -1.0000000180025095e-35 -0.025789999999999997 -0.077824999999999991 0.086700000000000013 0.094465000000000007
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=-0.00052188390540376022 -0.00043037835608966072 0.00051114991495060944 0.00046174029735303502 -0.00058017278198606141 0.00056668308217378591 -0.00061658147424446135 0.0002828726193797783 0.00016317046871115975
leaf_weight=0.0014150744671486441 0.0010305326583192045 0.0010654287207103588 0.0010028504586620515 0.0010410743725701582 0.0014721787127847628 0.0013935016365900165 0.0018042985929293985 0.0014718841737256156
leaf_count=655 65 187 328 540 344 212 577 213
internal_value=0 3.6634e-05 -1.60241e-05 -7.17493e-05 1.69294e-05 0.000118141 -2.32677e-05 -0.00021604
internal_weight=0 0.0106663 0.00960086 0.00859801 0.00718294 0.00614186 0.00466968 0.00286539
internal_count=3121 3056 2869 2541 1886 1346 1002 425
is_linear=0
shrinkage=0.00196078


Tree=4374
num_leaves=10
num_cat=0
split_feature=484 41 3 12 3 0 42 0 49
split_gain=0.000184321 0.000112101 0.000112974 9.8697e-05 0.000105303 0.00012225 8.38723e-05 9.27547e-05 0.000133462
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.12018999999999998 -0.077884999999999996 0.13524500000000003 -0.053834999999999994 0.088200000000000014 -0.23091999999999999 -0.009244999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 -5 -9
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leaf_value=-0.00078854595711615281 0.00061029942914337157 -0.00056714551173453324 0.0006013456101231538 0.00036761342160829882 0.0004320055677126196 -0.00066713195948486434 0.00044136273336266258 -0.00087487337637293886 -1.7007770381259567e-05
leaf_weight=0.0010988686442356408 0.0014973671788746064 0.0010276590632937429 0.0010299069656688432 0.0010145988944044743 0.001471074569574439 0.0013807671263213707 0.0012101678872381873 0.0010707055414675508 0.0019988844444140427
leaf_count=515 193 147 281 68 115 215 517 142 928
internal_value=0 5.13688e-05 0.00011092 2.94312e-05 -4.28748e-05 -0.00014753 -1.20175e-05 -0.000146357 -0.00031624
internal_weight=0 0.0117011 0.0106735 0.00917611 0.0081462 0.00667512 0.00529436 0.00408419 0.00306959
internal_count=3121 2606 2459 2266 1985 1870 1655 1138 1070
is_linear=0
shrinkage=0.00196078


Tree=4375
num_leaves=10
num_cat=0
split_feature=484 47 47 4 4 2 43 16 4
split_gain=0.000172009 0.000102106 0.000172362 9.8517e-05 9.10822e-05 7.38758e-05 6.14378e-05 9.50275e-05 9.55364e-05
threshold=-1.0000000180025095e-35 0.13148500000000005 0.10254000000000001 0.27834500000000006 0.055260000000000011 0.10981000000000002 -0.084004999999999982 -0.088159999999999988 -0.059649999999999988
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -8 -9
right_child=1 -3 -4 -5 -6 -7 7 8 -10
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leaf_weight=0.0010329357047215272 0.0019484946974870805 0.0010738596172615448 0.0011023801234474719 0.0012202044789254773 0.0014455908101578289 0.0014878624085785238 0.0015047544252329609 0.0010663016165232948 0.0010854746261729231
leaf_count=515 443 55 121 288 208 241 334 589 327
internal_value=0 4.90424e-05 0.00010607 2.30493e-05 -5.14266e-05 3.9999e-05 -6.31018e-05 -0.000212958 -0.000477292
internal_weight=0 0.0119349 0.0108611 0.00975868 0.00853848 0.00709289 0.00560503 0.00365653 0.00215178
internal_count=3121 2606 2551 2430 2142 1934 1693 1250 916
is_linear=0
shrinkage=0.00196078


Tree=4376
num_leaves=9
num_cat=0
split_feature=0 0 52 4 1 47 2 4
split_gain=2.03843e-05 3.7407e-05 5.68938e-05 5.69667e-05 8.76296e-05 4.35731e-05 6.09902e-05 2.29788e-05
threshold=-1.0000000180025095e-35 -0.053834999999999994 -0.081429999999999989 -0.077519999999999992 0.090540000000000023 0.092710000000000015 0.11215000000000001 -0.46376499999999993
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 -6 -2
right_child=7 -3 3 4 5 -7 -8 -9
leaf_value=0.01742720452204808 -0.0017232088141373248 -0.020224125227715974 0.017037791807604986 -0.034479812834265745 0.02236837901968855 -0.017222151978457459 -0.010104275943181753 0.018924209379224229
leaf_weight=0.0015002822084556888 0.0010900980792976113 0.0010335172086040579 0.0010048352968128407 0.0010583833899974423 0.0011722984472875291 0.0011866522775931905 0.0011416874645220629 0.0010662063281296234
leaf_count=525 164 203 700 796 255 149 168 161
internal_value=0 -0.00245493 0.000144791 -0.00451538 -0.00926582 -0.00164262 0.00634684 0.00848611
internal_weight=0 0.00809766 0.00706414 0.00556386 0.00455902 0.00350064 0.00231399 0.0021563
internal_count=3121 2796 2593 2068 1368 572 423 325
is_linear=0
shrinkage=0.1


Tree=4377
num_leaves=9
num_cat=0
split_feature=376 43 3 3 0 15 1 1
split_gain=2.02836e-05 3.63376e-05 7.34066e-05 4.77212e-05 9.85547e-05 6.75602e-05 4.59477e-05 3.35226e-05
threshold=0.048375000000000008 -0.067899999999999974 -0.078934999999999991 -0.11255999999999998 -0.084144999999999984 -0.015744999999999999 0.11061500000000002 0.080585000000000004
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=0.0089140001674509039 0.013189355123654184 0.012058369585054358 0.029062588332038404 -0.00098734468943592548 -0.036496466420234797 0.017261160850182727 -0.028333730878202623 -0.016067734221983258
leaf_weight=0.001083482415395569 0.0010268308313805064 0.0011568424993514039 0.0010240842290806114 0.0015576322108920623 0.0011244230567163125 0.0011640040550424981 0.0010146565576831107 0.0010652553484202653
leaf_count=647 166 210 343 279 758 372 112 234
internal_value=0 -0.00162977 0.00702985 -0.00619565 -0.0105401 -0.0027286 -0.0117743 -0.00347091
internal_weight=0 0.00919038 0.00317282 0.00601756 0.00486072 0.00373629 0.00257229 0.00214874
internal_count=3121 2955 1224 1731 1521 763 391 881
is_linear=0
shrinkage=0.1


Tree=4378
num_leaves=10
num_cat=0
split_feature=159 0 0 2 4 16 150 15 2
split_gain=6.85223e-05 5.11957e-05 0.000101367 9.85102e-05 8.29546e-05 9.28776e-05 7.3101e-05 6.74863e-05 6.68847e-05
threshold=-0.032739999999999991 -0.084269999999999984 -0.10607499999999999 0.083215000000000011 -0.49405499999999997 0.22339500000000004 0.081835000000000019 -0.10324499999999999 0.088850000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -3 8 7 -5 -6
right_child=1 4 -4 6 5 -7 -8 -9 -10
leaf_value=-0.00048844725448449948 0.00056630186970691343 -0.00032081060833273199 -0.00061605164414741949 4.1936874361898793e-06 0.00017424741456261217 -0.00013097641254245608 0.00021120629329092971 -0.00071061631952509124 0.00078049566806746861
leaf_weight=0.0010243919047989306 0.0010642918884828235 0.0010017468399698033 0.0011136375998873748 0.0010045247728350756 0.0012754957629285666 0.0012736408496423369 0.0015217899957785533 0.0010269300219309281 0.0015497564750511417
leaf_count=421 86 135 753 139 561 270 152 129 475
internal_value=0 4.21135e-05 -8.5057e-05 4.30059e-05 0.000185005 0.000308623 -0.000113735 -0.000357153 0.000506797
internal_weight=0 0.0108318 0.00573117 0.00461754 0.00510064 0.00409889 0.00355324 0.00203145 0.00282525
internal_count=3121 2700 1259 506 1441 1306 420 268 1036
is_linear=0
shrinkage=0.00196078


Tree=4379
num_leaves=10
num_cat=0
split_feature=159 1 484 49 3 12 52 1 4
split_gain=4.71224e-05 4.45545e-05 5.14461e-05 6.32763e-05 7.73911e-05 0.000113659 0.000107615 0.00013394 4.6129e-05
threshold=-0.032739999999999991 0.13146500000000003 0.073690000000000019 -0.043469999999999995 0.12178000000000001 0.09334000000000002 0.077655000000000016 0.091785000000000019 0.0052350000000000009
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=-0.00041030262330514586 -8.5624362656397228e-05 0.00040853741510704379 0.00034766133204970336 -0.00060895925808612805 -0.00065607215087476239 -0.0005834537251374458 0.00058383228271896158 0.00032485920365052308 0.00047445381572357338
leaf_weight=0.0010137142705514976 0.001075137664268936 0.0010855554097594826 0.001323206494359787 0.0011671723026364252 0.0010610155428860679 0.0012354733185573714 0.0012036840828326431 0.0011953083763765106 0.0011924265489073251
leaf_count=421 178 216 293 583 53 561 493 184 139
internal_value=0 3.23146e-05 -1.08878e-05 -6.92423e-05 -0.000176822 -7.09227e-05 0.00010664 -0.000136489 0.0002089
internal_weight=0 0.010539 0.00945342 0.00813022 0.00586265 0.00480164 0.00356616 0.00236248 0.00226756
internal_count=3121 2700 2484 2191 1874 1821 1260 767 317
is_linear=0
shrinkage=0.00196078


Tree=4380
num_leaves=8
num_cat=0
split_feature=52 52 160 160 12 0 2
split_gain=2.1368e-05 5.21481e-05 4.08675e-05 4.72056e-05 6.37902e-05 7.72249e-05 3.21005e-05
threshold=-0.24456499999999998 -0.081429999999999989 1.0000000180025095e-35 -0.079874999999999988 0.10193000000000001 -0.077999999999999986 0.079055000000000014
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=-0.013581419188254361 0.018625590639695336 -0.016748985674147121 -0.020576512069135272 -0.013507393705062098 -0.016856454997317454 0.027950253041211709 0.0086390557667465236
leaf_weight=0.0010591357614950113 0.0014777484273888778 0.0012286404010989566 0.0010153318641475525 0.0010496902108007345 0.001076451598841224 0.001584122110220076 0.001738394850533013
leaf_count=364 407 585 243 225 211 365 721
internal_value=0 0.00142027 -0.00188486 0.000957346 0.00495002 0.0103188 0.000301107
internal_weight=0 0.00917038 0.00769263 0.0066773 0.00544866 0.00437221 0.00278809
internal_count=3121 2757 2350 2107 1522 1311 946
is_linear=0
shrinkage=0.1


Tree=4381
num_leaves=10
num_cat=0
split_feature=47 47 147 52 1 2 3 43 3
split_gain=6.42529e-05 0.000110922 9.30154e-05 0.000104224 6.46318e-05 0.000120235 0.000104196 8.75588e-05 5.09787e-05
threshold=0.13148500000000005 0.10254000000000001 1.0000000180025095e-35 0.11434500000000002 0.11392000000000001 0.10912000000000001 -0.08824499999999999 -0.0030899999999999994 0.090900000000000009
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=-0.00050576420931361821 -0.00047780921348922949 0.00062459121094944029 0.00052911492795895438 -0.00066717404036139259 -0.00046459065481551358 0.00056718656135506347 0.00053769983982317833 -0.00035923093977591653 0.00019148915578536622
leaf_weight=0.0015622990409302124 0.0010325170810120939 0.0010996009771695172 0.001019669814549048 0.0010796276247779972 0.0010712762775147806 0.0013921305569681679 0.0011856035022328772 0.0014012403612377769 0.0011993513389778887
leaf_count=485 65 187 180 444 223 255 828 373 81
internal_value=0 3.37446e-05 -3.18071e-05 -9.6133e-05 -1.72134e-05 5.38875e-05 -7.97163e-05 9.6084e-05 -0.000105248
internal_weight=0 0.0110108 0.0099112 0.00889153 0.0078119 0.00674062 0.00534849 0.0037862 0.00260059
internal_count=3121 3056 2869 2689 2245 2022 1767 1282 454
is_linear=0
shrinkage=0.00196078


Tree=4382
num_leaves=8
num_cat=0
split_feature=4 15 4 2 48 3 43
split_gain=2.17136e-05 5.88394e-05 4.7578e-05 3.40279e-05 4.90605e-05 6.90067e-05 0.000102877
threshold=0.24564500000000003 -0.15026499999999995 0.098655000000000007 0.10981000000000002 0.083985000000000018 -0.08824499999999999 -0.074359999999999996
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=-0.030506668760113889 0.023862964460691999 -0.0081724065883601558 -0.022877613055673388 0.013052699222741391 0.012616464749027383 0.024544773482240934 -0.01528151670554982
leaf_weight=0.0010985590770746056 0.0011906006414032059 0.0011058682638458281 0.0010103006805431613 0.0016169941378045335 0.0013906740095670179 0.0010129300048416919 0.001803285199694806
leaf_count=496 266 160 121 352 378 484 864
internal_value=0 0.00843628 -0.00260565 0.000352961 -0.00351766 -0.00924911 -0.000956885
internal_weight=0 0.00229647 0.00793274 0.00692244 0.00530545 0.00391477 0.00281622
internal_count=3121 426 2695 2574 2222 1844 1348
is_linear=0
shrinkage=0.1


Tree=4383
num_leaves=10
num_cat=0
split_feature=484 48 4 42 43 13 42 1 4
split_gain=0.000239169 8.22362e-05 0.000190221 8.6089e-05 0.000115123 0.000132413 0.000117563 0.000100276 0.000196153
threshold=-1.0000000180025095e-35 0.11951500000000001 0.40473500000000007 0.091735000000000025 0.12450000000000001 -0.14819499999999997 -1.0000000180025095e-35 0.083835000000000007 0.0061450000000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 -8 -9
right_child=1 -3 -4 -5 -6 6 7 8 -10
leaf_value=-0.00089405464090643754 -0.00063835764450905766 -0.0004580245643595559 0.00088093099261695004 -0.00044516395378417175 0.00068682126633916925 -0.00032563273813514157 0.0006380549391813104 -0.00038846438015366949 0.00066140059147638656
leaf_weight=0.0010848627145535706 0.0010339102718953143 0.0010442214960313103 0.00112644671536278 0.0012748121238574774 0.001120555213051158 0.00168134734376212 0.0018217724320479557 0.0016467494620972262 0.0011705668011724527
leaf_count=515 100 93 262 438 150 635 482 374 72
internal_value=0 6.75782e-05 0.000118041 2.98999e-05 0.00010136 1.21554e-05 0.000118568 0.000279559 4.7744e-05
internal_weight=0 0.0119204 0.0108762 0.00974971 0.0084749 0.00735435 0.00632044 0.00463909 0.00281732
internal_count=3121 2606 2513 2251 1813 1663 1563 928 446
is_linear=0
shrinkage=0.00196078


Tree=4384
num_leaves=8
num_cat=0
split_feature=3 3 39 133 3 1 0
split_gain=2.05301e-05 5.43694e-05 8.03762e-05 5.18831e-05 9.83647e-05 7.97488e-05 8.01845e-05
threshold=0.13524500000000003 0.10893000000000001 0.0046100000000000004 1.0000000180025095e-35 -0.12018999999999998 0.095285000000000022 -0.14116499999999996
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=0.020723729707197339 0.010514301385184173 -0.022829291372881432 0.02493594095271328 -0.022644636826700908 -0.0019129014640193915 0.0086607363414197072 -0.041478420920862694
leaf_weight=0.0016830359227197008 0.0015408651630213427 0.0010962015725871632 0.0011837481636128343 0.0011521669838152927 0.0010350864684683962 0.0015336004912491763 0.0010140119022523457
leaf_count=266 192 72 333 972 94 234 958
internal_value=0 -0.00200932 0.000993039 -0.0034231 0.000782656 -0.00858501 -0.0214922
internal_weight=0 0.00869785 0.00760165 0.0064179 0.00526573 0.0035827 0.0020491
internal_count=3121 2929 2857 2524 1552 1286 1052
is_linear=0
shrinkage=0.1


Tree=4385
num_leaves=10
num_cat=0
split_feature=47 47 50 4 52 151 4 133 1
split_gain=6.58311e-05 8.6728e-05 6.48852e-05 8.74993e-05 9.08748e-05 9.02191e-05 0.000102498 7.53972e-05 6.3745e-05
threshold=0.13148500000000005 0.10254000000000001 0.088425000000000017 0.27834500000000006 -0.088204999999999992 -0.024429999999999997 -0.0029599999999999995 1.0000000180025095e-35 0.094385000000000011
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 -7 -8
right_child=-2 -3 -4 -5 5 6 8 -9 -10
leaf_value=-0.00042430432553398927 -0.00046829944364363456 0.00057220974019420157 -0.00046643717048928463 0.00057536874594290612 0.00058644665999416621 0.00048223859244890153 -0.00069411912884145409 -0.00018479445841458654 -1.277654033955388e-05
leaf_weight=0.0017181728575650602 0.0010383147058283968 0.00109339535797343 0.0010670825801234662 0.0010546013429922332 0.001129406842317591 0.0016669617035528083 0.0010558809570754301 0.0010695121096288771 0.0010558308923291626
leaf_count=525 65 187 500 279 229 608 315 357 56
internal_value=0 4.83789e-05 -9.96158e-06 4.57043e-05 -2.68791e-05 8.73551e-05 -2.89105e-05 0.000221538 -0.000353456
internal_weight=0 0.0109108 0.00981745 0.00875037 0.00769577 0.00597759 0.00484819 0.00273647 0.00211171
internal_count=3121 3056 2869 2369 2090 1565 1336 965 371
is_linear=0
shrinkage=0.00196078


Tree=4386
num_leaves=8
num_cat=0
split_feature=52 13 15 42 2 1 2
split_gain=1.98572e-05 3.77316e-05 4.87412e-05 8.68399e-05 0.000123797 8.3572e-05 3.40192e-05
threshold=0.15915500000000002 -0.084034999999999985 0.035560000000000008 0.079510000000000011 0.11215000000000001 0.094825000000000007 0.10005000000000001
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=0.00015801241089215785 -0.013413621346139571 0.0026886757149616617 -0.022282510461603618 -0.024584534860781188 -0.022968795387200924 0.035444039089089809 0.021792248923589608
leaf_weight=0.0014814784409522533 0.0010110273047954253 0.0017501686812657084 0.0010849329354058381 0.0010570618718871013 0.0010094637436576996 0.0014036134009911088 0.0014269153437367562
leaf_count=614 368 342 769 402 163 252 211
internal_value=0 0.0013498 -0.00299643 0.00101178 0.00751077 0.0172667 0.0107722
internal_weight=0 0.00921363 0.00630524 0.00522031 0.00416325 0.00315378 0.00290839
internal_count=3121 2753 1928 1159 757 594 825
is_linear=0
shrinkage=0.1


Tree=4387
num_leaves=9
num_cat=0
split_feature=159 50 3 2 42 0 133 43
split_gain=6.0458e-05 4.32103e-05 6.91469e-05 0.000124493 9.92326e-05 9.86544e-05 8.74545e-05 0.000188877
threshold=-0.032739999999999991 0.077805000000000013 -0.12018999999999998 0.11411 0.079510000000000011 -0.22491999999999998 0.076280000000000014 -0.04890499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 4 5 -2 -4 7 -7
right_child=1 -3 3 -5 -6 6 -8 -9
leaf_value=-0.00046456994844972145 0.00073230972777557212 0.00040335393775791783 0.00050236503236243376 -0.0006559932097463672 -0.00012414375376180553 0.00021240087630977221 0.00029890034504421553 -0.00068815481878708811
leaf_weight=0.0010352287306746267 0.0010468664285159281 0.001081015472410453 0.0012790053692310951 0.0012735008178465243 0.0010337116616250287 0.0016679295135077579 0.0014525808088511694 0.0019332253254439303
leaf_count=421 185 408 72 330 94 331 566 714
internal_value=0 3.15329e-05 -9.961e-06 -9.66038e-05 0.000306791 1.58882e-05 -0.00010723 -0.000271049
internal_weight=0 0.0107678 0.00968682 0.00760624 0.00208058 0.00633274 0.00505374 0.00360115
internal_count=3121 2700 2292 2013 279 1683 1611 1045
is_linear=0
shrinkage=0.00196078


Tree=4388
num_leaves=9
num_cat=0
split_feature=47 4 1 42 43 151 16 16
split_gain=6.95911e-05 8.75481e-05 0.000105553 7.58048e-05 7.89551e-05 6.90012e-05 7.28075e-05 8.35588e-05
threshold=0.13148500000000005 0.24564500000000003 0.111945 -1.0000000180025095e-35 -0.084004999999999982 -0.0038099999999999996 -0.088909999999999989 0.22339500000000004
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 -6 -7 -8
right_child=-2 2 -4 4 5 6 7 -9
leaf_value=-0.00051464711619341266 -0.00048503672199720599 -3.5178750425425556e-05 0.00078458183890432807 0.00040338351932804118 0.00028775506878728235 -0.00057740155678023103 0.00023349926013571277 -0.00042021339092854166
leaf_weight=0.0011881875830128535 0.0010760884319073643 0.0012296348492966437 0.001186675126405229 0.0016093611363901953 0.001436468537107145 0.0013975510270978638 0.0018087067946908736 0.0012864483958374851
leaf_count=784 65 147 264 386 225 284 687 279
internal_value=0 3.71201e-05 0.000367414 -5.43338e-05 1.82186e-05 -8.63271e-05 -0.000205934 -3.82052e-05
internal_weight=0 0.011143 0.00241631 0.00872672 0.00753854 0.00592917 0.00449271 0.00309516
internal_count=3121 3056 411 2645 1861 1475 1250 966
is_linear=0
shrinkage=0.00196078


Tree=4389
num_leaves=10
num_cat=0
split_feature=47 47 48 52 3 1 0 4 15
split_gain=5.36122e-05 9.06317e-05 5.68759e-05 8.06773e-05 6.78769e-05 8.99087e-05 0.000100793 6.16134e-05 4.16702e-05
threshold=0.13148500000000005 0.10254000000000001 -0.024949999999999996 0.11434500000000002 -0.055119999999999995 0.086560000000000012 -0.20211999999999997 -0.084369999999999987 0.082685000000000022
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 -6 -7 -4 -9
right_child=-2 -3 3 -5 5 6 -8 8 -10
leaf_value=0.00040947980926217244 -0.00044374312187179789 0.00056040439588021622 -0.00054662398801062068 -0.00059499332310583521 0.0004941289936415907 -0.00053529321639492016 0.00026062858654670774 -0.00028729917281170004 0.00027612609945566069
leaf_weight=0.001004074574375363 0.0010097508580750409 0.0011061266067941477 0.0013433049463144249 0.0010427117611805994 0.0017389506495870256 0.0010862494286093538 0.0014002614313305011 0.0010061684990275582 0.0010125567735681381
leaf_count=181 65 187 441 443 167 47 339 685 566
internal_value=0 2.88268e-05 -3.22045e-05 -8.35919e-05 -1.33125e-05 0.000152114 -8.70753e-05 -0.000221224 -4.69505e-06
internal_weight=0 0.0107404 0.00963428 0.0086302 0.00758749 0.00422546 0.00248651 0.00336203 0.00201873
internal_count=3121 3056 2869 2688 2245 553 386 1692 1251
is_linear=0
shrinkage=0.00196078


Tree=4390
num_leaves=8
num_cat=0
split_feature=484 160 52 3 42 151 2
split_gain=2.00208e-05 4.05301e-05 6.68307e-05 7.58201e-05 8.82371e-05 0.000108435 0.000137387
threshold=0.084040000000000017 -1.0000000180025095e-35 0.10347000000000002 0.12178000000000001 -0.025789999999999997 -0.0083949999999999979 0.086885000000000004
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=-0.017960222217673235 0.012211876240591148 -0.022513403193555367 0.023370982124085497 -0.027867031784129782 -0.020102450080779627 -0.0041270391097276002 0.036071177816674571
leaf_weight=0.0013122273984014238 0.0011667866135739976 0.0011839199448530338 0.0011432083535760059 0.0010215411508098481 0.0010371540782370472 0.0016310693985495924 0.0017759718130270228
leaf_count=632 368 531 203 128 249 509 501
internal_value=0 -0.00170133 0.00103647 -0.00280328 0.00174597 0.00820859 0.0168269
internal_weight=0 0.00910509 0.00779286 0.00664966 0.00562812 0.0044442 0.00340704
internal_count=3121 2753 2121 1918 1790 1259 1010
is_linear=0
shrinkage=0.1


Tree=4391
num_leaves=10
num_cat=0
split_feature=41 157 160 52 151 13 3 4 1
split_gain=8.30346e-05 6.66466e-05 0.000103845 0.000165574 7.67676e-05 0.000109704 0.000139382 0.000103622 0.000242238
threshold=1.0000000180025095e-35 -0.06266999999999999 -1.0000000180025095e-35 0.10744000000000002 -0.0083949999999999979 0.17001000000000002 0.12178000000000001 -0.083854999999999985 0.095285000000000022
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 7 -6 -9
right_child=-2 2 3 -5 5 -7 -8 8 -10
leaf_value=0.00046631538282542655 -0.00055023016668613969 -0.00049735549916136144 -0.00045675066432769601 0.00077791456072462167 0.00087349012558151143 -0.00046311239569031207 -0.00045302432071052243 -0.00035343735678698988 0.00083205582237045033
leaf_weight=0.0012333626062699795 0.0010116703945933095 0.0014738908802916428 0.0013756140734717936 0.0010955563277247624 0.0010910625032314637 0.0012422771860893115 0.0010199401268881844 0.0015374381376023825 0.0011646999357329065
leaf_count=442 173 619 274 163 315 100 87 753 195
internal_value=0 3.62648e-05 -1.67735e-05 6.6299e-05 -3.86144e-05 5.6374e-05 0.000190454 0.000363477 0.000157545
internal_weight=0 0.0112338 0.0100005 0.00852659 0.00743103 0.00605542 0.00481314 0.0037932 0.00270214
internal_count=3121 2948 2506 1887 1724 1450 1350 1263 948
is_linear=0
shrinkage=0.00196078


Tree=4392
num_leaves=8
num_cat=0
split_feature=3 3 39 42 42 15 0
split_gain=1.85118e-05 4.28863e-05 7.17137e-05 4.20557e-05 5.25401e-05 9.19521e-05 0.00010202
threshold=0.13524500000000003 0.10893000000000001 0.0046100000000000004 0.091735000000000025 0.08623500000000002 0.024640000000000006 -0.10151999999999999
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=0.019609757812945626 0.0099668100687198228 -0.020543105509827617 0.023293025853349362 -0.021636582632535054 0.019421965442459901 -0.029996164688717793 -0.016537020444342868
leaf_weight=0.0017737265124137629 0.0015462872456847169 0.001081430147116591 0.0011895855196814081 0.0010600786731625117 0.0011205657520263384 0.0010880992754652677 0.0013948190331856956
leaf_count=184 192 72 333 528 481 628 703
internal_value=0 -0.0019065 0.000736022 -0.00343242 0.000156397 -0.00491528 0.00369766
internal_weight=0 0.0087083 0.00762687 0.00643729 0.00537721 0.00425664 0.00316855
internal_count=3121 2929 2857 2524 1996 1515 887
is_linear=0
shrinkage=0.1


Tree=4393
num_leaves=10
num_cat=0
split_feature=484 48 4 42 43 47 16 0 51
split_gain=0.000164997 6.83934e-05 0.000179531 6.48767e-05 0.000115887 8.2274e-05 8.44836e-05 0.000141025 0.000104022
threshold=-1.0000000180025095e-35 0.11951500000000001 0.27834500000000006 0.091735000000000025 0.12450000000000001 0.092165000000000011 -0.014034999999999997 -0.026509999999999995 0.081440000000000026
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 8 -8 -2
right_child=1 -3 -4 -5 -6 -7 7 -9 -10
leaf_value=-0.00075972241042327371 -0.00062199709085657942 -0.00043160756410600662 0.00078595206255426464 -0.00043157694914359833 0.00069229816787312549 0.00045940212145044815 0.00049572862431056925 -0.00039693081539400382 0.00014117419644784133
leaf_weight=0.0010356439295427051 0.001897300559801638 0.0010012392568968529 0.001301814196193826 0.0011332471922785468 0.0010047092995300773 0.0011472237478091308 0.0016534477929522999 0.0011562528347629306 0.0010761182277022759
leaf_count=515 732 93 297 431 149 124 438 157 185
internal_value=0 5.77809e-05 0.000105032 7.28094e-06 6.99566e-05 -2.02658e-05 -0.00011542 0.00012838 -0.000345796
internal_weight=0 0.0113714 0.0103701 0.0090683 0.00793505 0.00693034 0.00578312 0.0028097 0.00297342
internal_count=3121 2606 2513 2216 1785 1636 1512 595 917
is_linear=0
shrinkage=0.00196078


Tree=4394
num_leaves=9
num_cat=0
split_feature=52 52 160 12 160 52 47 13
split_gain=1.77648e-05 4.26483e-05 3.7273e-05 4.17205e-05 6.05203e-05 6.58281e-05 5.01163e-05 6.47844e-05
threshold=-0.24456499999999998 -0.081429999999999989 1.0000000180025095e-35 0.10193000000000001 -0.079874999999999988 0.091275000000000009 0.086010000000000017 -0.0034749999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 -6
right_child=1 2 -4 -5 5 -7 -8 -9
leaf_value=-0.012333859164409074 0.0168701092330364 -0.015386294354101339 -0.019449338798138191 -0.016534396416051565 0.02880871972237127 0.032566459946347229 -0.012901658373042134 -0.0059228615113856298
leaf_weight=0.0010657098505514407 0.001477334748952828 0.0011912767223864707 0.0010234368352414402 0.0011233630264091054 0.0011439093050490019 0.0010003425278713616 0.001213623520893662 0.0010123489699599168
leaf_count=364 407 520 243 276 717 233 119 242
internal_value=0 0.00130558 -0.00167744 0.0010434 0.00459392 0.0100403 0.00335347 0.0125025
internal_weight=0 0.00918564 0.0077083 0.00668486 0.0055615 0.00437022 0.00336988 0.00215626
internal_count=3121 2757 2350 2107 1831 1311 1078 959
is_linear=0
shrinkage=0.1


Tree=4395
num_leaves=9
num_cat=0
split_feature=4 15 4 16 133 52 160 49
split_gain=2.05329e-05 4.85482e-05 4.40963e-05 3.27759e-05 5.94e-05 0.000108443 6.6125e-05 8.06838e-05
threshold=0.24564500000000003 -0.15026499999999995 0.098655000000000007 0.38525000000000004 0.087415000000000007 1.0000000180025095e-35 -0.011159999999999998 -0.043469999999999995
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=0.0139660612693666 0.022413068561663141 -0.0067355503305308239 -0.022056741515327605 0.016134174702178337 -0.023951477553623715 0.025674882417349734 0.0028401130927336146 -0.034195761724500146
leaf_weight=0.0010011833550934786 0.0011757530398505112 0.0011116263167824636 0.0010072319953544186 0.001103989665430502 0.0010694353183927623 0.0013858298108184292 0.0011146831527832682 0.0012454508306072583
leaf_count=288 266 160 121 281 614 743 162 486
internal_value=0 0.00824735 -0.00250745 0.00033779 -0.00266037 0.00213608 -0.00756868 -0.0167038
internal_weight=0 0.00228738 0.0079278 0.00692057 0.00581658 0.00474715 0.00336132 0.00236013
internal_count=3121 426 2695 2574 2293 1679 936 648
is_linear=0
shrinkage=0.1


Tree=4396
num_leaves=9
num_cat=0
split_feature=147 52 11 13 1 16 16 15
split_gain=5.55566e-05 6.87381e-05 8.85667e-05 9.85602e-05 5.91546e-05 4.64983e-05 0.000135181 2.50317e-05
threshold=1.0000000180025095e-35 0.15915500000000002 1.0000000180025095e-35 -0.084034999999999985 0.077845000000000011 0.064860000000000015 -0.079109999999999986 -0.094549999999999981
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 5 -6 -7 -8 -9
leaf_value=0.00012837787983962777 0.00043010835607456231 -0.00053525589231639015 -0.000536039415876419 -8.6974589978988445e-05 0.00072513872270999391 -0.00032826779633143903 0.00042635580740247366 -0.00050606807415336707
leaf_weight=0.0014893789561764253 0.0010107439304990135 0.0010188051658146071 0.0010543067648122731 0.0011464262810039758 0.0011180216310905738 0.0018763727412798407 0.0019065062032766781 0.001049577761594832
leaf_count=455 183 363 210 199 261 376 607 467
internal_value=0 -5.08957e-05 2.90812e-07 6.61466e-05 0.000384262 -7.25839e-05 4.43588e-05 -0.00028728
internal_weight=0 0.0106594 0.00964059 0.00858628 0.0026074 0.00597888 0.00410251 0.002196
internal_count=3121 2938 2575 2365 716 1649 1273 666
is_linear=0
shrinkage=0.00196078


Tree=4397
num_leaves=8
num_cat=0
split_feature=14 15 15 13 13 15 43
split_gain=1.98563e-05 4.7758e-05 3.20366e-05 2.84669e-05 6.72512e-05 4.27105e-05 3.00397e-05
threshold=-1.0000000180025095e-35 -0.10653 -0.092489999999999989 -0.095304999999999987 -0.033284999999999988 0.024640000000000006 -0.088004999999999986
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=-0.013478755697300233 0.018639098952387006 -0.017482161919841081 0.011665096349322496 -0.024016232072194863 0.02345820848259168 -0.013610610116880407 0.0018184579182839045
leaf_weight=0.0010002076745198605 0.0013622426571631334 0.0010985283680511109 0.0018086307884123652 0.0011634856132980874 0.0010411868808895331 0.0010521500859423929 0.0016710530512613207
leaf_count=161 388 193 218 1088 143 561 369
internal_value=0 0.0013574 -0.0016473 0.00093491 -0.00300329 0.00349133 0.0101256
internal_weight=0 0.00919728 0.00783503 0.00673651 0.00492788 0.00376439 0.00271224
internal_count=3121 2960 2572 2379 2161 1073 512
is_linear=0
shrinkage=0.1


Tree=4398
num_leaves=10
num_cat=0
split_feature=484 41 4 3 133 1 3 16 16
split_gain=0.000200499 0.000106065 0.000119416 0.000191567 0.000108615 0.000156045 0.000142326 7.83902e-05 0.000138031
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.49013999999999996 -0.12018999999999998 0.076280000000000014 0.10089500000000001 -0.0063699999999999989 -0.29154999999999992 -0.071854999999999988
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 -7 -9
right_child=1 -3 3 4 -6 7 -8 8 -10
leaf_value=-0.00083570116739021053 -0.0005104676005358073 -0.00054120924320381642 0.00093245044828499921 -0.00090279234357975994 0.00058438599108252831 -0.00022235919948387185 -1.9685478712390345e-05 0.00098552687566745719 9.3075979263800772e-05
leaf_weight=0.0010389080022889579 0.0010362417838687002 0.0010173217965465031 0.0011729852595816761 0.0011260109429786433 0.0014009833646901121 0.0010380208580672628 0.00186172584353548 0.0010236745857830161 0.0019085509690033424
leaf_count=515 138 147 130 922 743 142 119 81 184
internal_value=0 6.34755e-05 0.000121684 0.000190407 8.62783e-05 -1.40152e-05 -0.000352509 0.000240712 0.000404641
internal_weight=0 0.0115855 0.0105682 0.00953195 0.00835897 0.00695798 0.00298774 0.00397025 0.00293223
internal_count=3121 2606 2459 2321 2191 1448 1041 407 265
is_linear=0
shrinkage=0.00196078


Tree=4399
num_leaves=9
num_cat=0
split_feature=4 0 1 157 160 0 16 15
split_gain=5.94555e-05 0.00010632 7.11183e-05 8.23401e-05 0.000117861 6.00153e-05 0.00017285 4.70421e-05
threshold=-0.49405499999999997 0.056435000000000006 0.077565000000000009 -0.06266999999999999 -1.0000000180025095e-35 -0.20211999999999997 -0.056919999999999991 -0.020484999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 7 -7
right_child=1 -3 3 4 5 6 -8 -9
leaf_value=-0.00046057780778294811 -0.00038612934477035048 0.00062792941702019024 0.00057318504858922502 -0.000601159753922466 -0.00022515910148108065 0.00068049889221077106 -0.00036466874797197121 0.00015470096637681206
leaf_weight=0.0010118075921279881 0.0017451785736826162 0.0010545257319949887 0.0010129524611569088 0.001142031846031729 0.0016825301307964446 0.001796599111603854 0.0013463010221700118 0.0010288242039510811
leaf_count=156 1560 114 173 258 99 274 246 241
internal_value=0 3.64811e-05 -2.7459e-05 5.06938e-05 -2.49548e-05 8.74497e-05 0.00021353 0.00048904
internal_weight=0 0.0108089 0.00975442 0.00800924 0.00699629 0.00585425 0.00417172 0.00282542
internal_count=3121 2965 2851 1291 1118 860 761 515
is_linear=0
shrinkage=0.00196078


Tree=4400
num_leaves=8
num_cat=0
split_feature=11 13 12 0 16 15 12
split_gain=1.9879e-05 3.24296e-05 4.31253e-05 0.00010951 7.69891e-05 4.92506e-05 3.38438e-05
threshold=0.078065000000000009 -0.084034999999999985 -1.0000000180025095e-35 -0.053834999999999994 -1.0000000180025095e-35 -0.074054999999999996 0.090455000000000021
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=0.00089998592888144166 -0.012724874891721472 0.016167078848281193 0.0026689010958152628 -0.032638320038711637 0.02416164573007162 -0.024175470259787807 0.023265021338526246
leaf_weight=0.0015788290965049094 0.0011118359118924949 0.0010371379533437386 0.0019672520374519912 0.0012051238057679287 0.0011087033006821983 0.001047288625842979 0.0011840323835632478
leaf_count=736 211 267 326 269 352 837 123
internal_value=0 0.00143745 -0.00248934 -0.00612071 0.00162974 -0.00665716 0.0104846
internal_weight=0 0.00912837 0.00636551 0.00532837 0.00412324 0.00301454 0.00276286
internal_count=3121 2910 2051 1784 1515 1163 859
is_linear=0
shrinkage=0.1


Tree=4401
num_leaves=8
num_cat=0
split_feature=52 0 13 15 4 2 3
split_gain=1.92261e-05 4.59106e-05 8.91154e-05 5.27357e-05 7.86563e-05 0.000130185 2.75069e-05
threshold=0.11434500000000002 -0.084269999999999984 -0.076384999999999995 -0.11713499999999999 0.0052350000000000009 0.091185000000000002 -0.088084999999999983
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=-0.023222537302973249 -0.010926488542433839 0.030104849688040326 0.0086120508962450673 -0.01770647867871597 0.03771024557056056 -0.01075216865305059 -0.01186341005943883
leaf_weight=0.0011890851651677639 0.0014112702399074134 0.0013812928546656123 0.0013596040467707088 0.0013768387628258372 0.0010748809047335561 0.0011445359998216833 0.0012680169647107413
leaf_count=268 501 343 421 710 109 167 602
internal_value=0 0.00164708 0.00954113 -0.00496616 0.00107023 0.0127186 -0.00126884
internal_weight=0 0.00879425 0.00400891 0.00478534 0.00359626 0.00221942 0.00262762
internal_count=3121 2620 1366 1254 986 276 1023
is_linear=0
shrinkage=0.1


Tree=4402
num_leaves=11
num_cat=0
split_feature=484 47 4 1 16 4 16 2 16 4
split_gain=0.000188199 0.000112436 0.00014289 0.000166194 6.67561e-05 0.000125444 0.000101735 8.55728e-05 0.000124797 2.99937e-06
threshold=-1.0000000180025095e-35 0.13148500000000005 0.24564500000000003 0.111945 -0.014034999999999997 -0.49405499999999997 0.22339500000000004 0.092755000000000018 -0.088159999999999988 -0.049534999999999989
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 7 -6 9 8 -2 -7
right_child=1 -3 3 -5 5 6 -8 -9 -10 -11
leaf_value=-0.00080187335407457504 0.00036639821781924852 -0.00054256131249852467 5.385924281271768e-05 0.0011305535526576361 -0.00040465061959922831 0.00056419450629301778 -8.2686533531131046e-05 -0.00056040593995322131 -0.00050243495768239059 0.00071595589530517158
leaf_weight=0.0010661170873962457 0.0016524219965079866 0.0010848325219932767 0.0011640324984525654 0.0010468766833091076 0.0010739550141531688 0.0010014433935447411 0.0011958541611642821 0.0014387926768718402 0.0010329290337476125 0.0010013111206097225
leaf_count=515 376 55 130 251 131 139 263 342 589 330
internal_value=0 5.86925e-05 0.000120182 0.000563679 3.40642e-06 0.000175175 0.000369855 -0.000174544 3.21987e-05 0.00064007
internal_weight=0 0.0116924 0.0106076 0.00221091 0.00839671 0.00427256 0.00319861 0.00412414 0.00268535 0.00200275
internal_count=3121 2606 2551 381 2170 863 732 1307 965 469
is_linear=0
shrinkage=0.00196078


Tree=4403
num_leaves=7
num_cat=0
split_feature=1 43 3 13 4 15
split_gain=2.15563e-05 5.16193e-05 3.20916e-05 4.85792e-05 5.76071e-05 7.27734e-05
threshold=0.077565000000000009 0.093175000000000022 -0.10519499999999998 -0.0025349999999999995 0.0061450000000000003 -0.095869999999999983
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=-0.016754634406643799 0.016076712086432559 0.010885233752082522 0.012124833757705584 -0.02472728098912938 -0.016773189345004613 0.017394436073817427
leaf_weight=0.0019603992650810164 0.0014657483259447697 0.0010310399077366425 0.0019919958724469453 0.0012501876955549338 0.0011622767618869132 0.0013444227631022598
leaf_count=1445 286 191 790 220 103 86
internal_value=0 -0.00722818 0.00286829 -0.000499355 -0.00719302 0.001552
internal_weight=0 0.00299144 0.00721463 0.00574888 0.00375689 0.0025067
internal_count=3121 1636 1485 1199 409 189
is_linear=0
shrinkage=0.1


Tree=4404
num_leaves=9
num_cat=0
split_feature=4 15 4 2 13 2 48 12
split_gain=1.8224e-05 4.66356e-05 4.26157e-05 3.07762e-05 6.19457e-05 5.8773e-05 0.000103016 6.85717e-05
threshold=0.24564500000000003 -0.15026499999999995 0.098655000000000007 0.10981000000000002 -0.095539999999999986 0.084245000000000014 0.083985000000000018 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 7 -7 -6
right_child=1 -3 -4 -5 5 6 -8 -9
leaf_value=-0.025373617102693809 0.021617967597237157 -0.0069926100117539761 -0.021601837260465079 0.012556862576808823 0.032409169348482432 -0.029883975856480161 0.013254978347817676 -0.0042063665483143518
leaf_weight=0.001020315891320408 0.0011787469674407929 0.0011026829236664183 0.0010043234802753417 0.0016087974689444383 0.0010330029388322122 0.0011555987418874756 0.0010625555810805422 0.0010130440068104771
leaf_count=139 266 160 121 352 192 1082 265 544
internal_value=0 0.00778962 -0.00235705 0.00044683 -0.0032399 0.00205614 -0.00921926 0.01428
internal_weight=0 0.00228143 0.00789764 0.00689331 0.00528452 0.0042642 0.00221815 0.00204605
internal_count=3121 426 2695 2574 2222 2083 1347 736
is_linear=0
shrinkage=0.1


Tree=4405
num_leaves=8
num_cat=0
split_feature=11 43 12 13 52 16 16
split_gain=1.98664e-05 3.37508e-05 5.27043e-05 4.06687e-05 5.9183e-05 8.85569e-05 1.37652e-05
threshold=0.078065000000000009 -0.04890499999999999 0.051320000000000005 -0.095304999999999987 -0.069804999999999992 -0.074319999999999983 -0.013024999999999998
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=0.026220093369058908 -0.012708394327284784 0.0088950523042610318 0.0082106269784438975 -0.028036597399643415 -0.016081979340054436 0.020412596945590663 -0.0082292977432627343
leaf_weight=0.0012051381149113609 0.0011086513541290208 0.0018987288948971509 0.0010002032144797778 0.0011466160200722833 0.001606785864844194 0.0011343105259662271 0.0010377309654235206
leaf_count=286 211 284 531 214 654 375 566
internal_value=0 0.00147598 0.0096425 -0.00310104 -0.00895984 -0.000979927 -0.000160703
internal_weight=0 0.00902951 0.00324307 0.00578644 0.00388771 0.0027411 0.00203793
internal_count=3121 2910 1383 1527 1243 1029 1097
is_linear=0
shrinkage=0.1


Tree=4406
num_leaves=7
num_cat=0
split_feature=50 484 43 4 16 1
split_gain=1.9927e-05 4.35274e-05 4.37425e-05 4.80595e-05 5.31559e-05 8.97259e-05
threshold=0.088425000000000017 0.084040000000000017 -0.14968999999999996 -0.27825499999999997 -0.36241499999999999 0.094385000000000011
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=0.013226225478633455 -0.01240452373217997 0.020453161011664736 -0.024684517806133809 -0.01572747725052381 -0.0093937702958524164 0.022647770180286228
leaf_weight=0.0016886053059531345 0.0011591870562837588 0.0010701975107668587 0.0010273231842705304 0.0016621595817853429 0.001820388998834003 0.0016809969965593551
leaf_count=212 560 323 160 321 1221 324
internal_value=0 0.00152997 -0.00104019 -0.00493146 -0.00100146 0.0059892
internal_weight=0 0.00894967 0.00787947 0.00619087 0.00516355 0.00350139
internal_count=3121 2561 2238 2026 1866 1545
is_linear=0
shrinkage=0.1


Tree=4407
num_leaves=7
num_cat=0
split_feature=51 457 2 4 16 16
split_gain=2.05786e-05 3.90364e-05 4.0999e-05 6.29651e-05 9.34156e-05 3.97117e-05
threshold=-0.076794999999999988 0.080930000000000016 0.096540000000000015 -0.077679999999999985 -0.11118499999999999 -0.074319999999999983
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -4
right_child=1 -3 5 4 -6 -7
leaf_value=-0.009609445561324266 0.0095521758286625461 0.018867273259376489 -0.0045037063292756013 0.00071471238264991755 -0.04085411321599957 0.016348704744593118
leaf_weight=0.0018441629741267019 0.0012138989675804512 0.0011854064723927906 0.0017185062440981088 0.0011462998316010612 0.001023132487320867 0.0019491303023530435
leaf_count=537 762 212 350 271 628 361
internal_value=0 0.002077 -0.000745772 -0.00868508 -0.0188897 0.00657811
internal_weight=0 0.00823637 0.00705097 0.00338333 0.00216943 0.00366764
internal_count=3121 2584 2372 1661 899 711
is_linear=0
shrinkage=0.1


Tree=4408
num_leaves=7
num_cat=0
split_feature=4 1 12 52 4 43
split_gain=1.93446e-05 4.28686e-05 3.33357e-05 5.51614e-05 6.06739e-05 5.14163e-05
threshold=0.24564500000000003 0.111945 0.098810000000000023 -0.088204999999999992 -0.0016099999999999997 -0.0037449999999999996
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=-0.015271815152884142 -0.0063601669424114401 0.021239108223522526 -0.017748542048984458 -0.00071267750608327966 -0.0078915360657494677 0.026031251261306034
leaf_weight=0.0016799986817381393 0.0010744026656251456 0.0011818653594245542 0.0011999941549259248 0.0012404242822047899 0.0019659560855012186 0.0017097041491117263
leaf_count=535 150 276 404 941 395 420
internal_value=0 0.00809673 -0.00241756 0.000371535 0.00571742 0.0147864
internal_weight=0 0.00225627 0.00779608 0.00659608 0.00491608 0.00295013
internal_count=3121 426 2695 2291 1756 1361
is_linear=0
shrinkage=0.1


Tree=4409
num_leaves=8
num_cat=0
split_feature=52 51 0 47 4 43 2
split_gain=2.00314e-05 4.29924e-05 3.68186e-05 8.5762e-05 5.82436e-05 4.69079e-05 4.09175e-05
threshold=0.11434500000000002 0.087505000000000013 -0.062294999999999996 0.092530000000000015 -0.047864999999999991 -0.090299999999999991 0.092365000000000017
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=-0.013808375807628108 -0.011188669770747249 -0.017001527773355309 -0.002865540427702911 -0.02482826959842821 0.025118397469799478 0.024320986202898246 0.00046540424263380724
leaf_weight=0.0010239222556178286 0.0013907582624899202 0.0010717732669328177 0.0010338291534410689 0.0011366560970431728 0.001515076981360109 0.0016437173095603394 0.0012116458885579968
leaf_count=791 501 289 72 203 504 351 410
internal_value=0 0.00174291 0.00439859 -0.000765186 0.00652728 0.013824 0.0141636
internal_weight=0 0.00863662 0.00756485 0.0048873 0.00375065 0.00267755 0.00272672
internal_count=3121 2620 2331 1908 1705 423 914
is_linear=0
shrinkage=0.1


Tree=4410
num_leaves=8
num_cat=0
split_feature=4 15 12 52 52 52 52
split_gain=2.032e-05 4.00385e-05 2.96765e-05 4.70876e-05 5.10668e-05 6.67613e-05 1.7024e-05
threshold=0.24564500000000003 -0.15026499999999995 0.098810000000000023 -0.088204999999999992 -0.046924999999999988 1.0000000180025095e-35 0.10898500000000001
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=-0.014299469144462243 0.021250446916398255 -0.0054657615803724302 -0.016969503189584938 0.024855801430767918 -0.01420522306377172 0.021202378782491892 0.0029493515742355448
leaf_weight=0.0016746568090243736 0.0011599018399582395 0.0010863292802775354 0.0011943800786107959 0.0010346116929169391 0.0018017634902655183 0.0010357662273146476 0.0010084609298444932
leaf_count=535 266 160 404 218 624 547 367
internal_value=0 0.00832987 -0.00247212 0.000169324 0.00513393 -0.000171461 0.0121978
internal_weight=0 0.00224623 0.00774964 0.00655526 0.0048806 0.00384599 0.00204423
internal_count=3121 426 2695 2291 1756 1538 914
is_linear=0
shrinkage=0.1


Tree=4411
num_leaves=8
num_cat=0
split_feature=16 0 4 52 52 16 49
split_gain=1.86289e-05 7.19852e-05 7.83966e-05 6.62855e-05 8.44025e-05 4.67881e-05 4.07941e-05
threshold=-0.056919999999999991 -0.11756999999999999 0.053180000000000012 -0.046924999999999988 0.096795000000000006 0.071345000000000006 -0.043469999999999995
decision_type=2 2 2 2 2 2 2
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right_child=3 2 -4 4 -6 -7 -8
leaf_value=0.0077644610778729375 0.022906391352507414 0.00040739421673618688 0.035763280126077129 -0.037621940663448178 0.00018108994985183743 -0.004654467612062077 -0.018305289901872523
leaf_weight=0.0010039532043175578 0.0010596000124529659 0.0014142150057440688 0.0011268868645927872 0.0010475428182156127 0.0013540126308325866 0.0014711515045392656 0.001492668453821293
leaf_count=106 354 1005 314 397 258 464 223
internal_value=0 0.00423778 0.0160865 -0.00440792 -0.0163083 0.00688498 -0.007822
internal_weight=0 0.00503772 0.0025411 0.00493231 0.00240156 0.00253075 0.00249662
internal_count=3121 1648 1319 1473 655 818 329
is_linear=0
shrinkage=0.1


Tree=4412
num_leaves=7
num_cat=0
split_feature=160 52 42 43 4 1
split_gain=1.92159e-05 8.50957e-05 4.71588e-05 7.12465e-05 5.66997e-05 6.05756e-05
threshold=-1.0000000180025095e-35 -0.013374999999999998 -1.0000000180025095e-35 -0.074359999999999996 0.24564500000000003 0.089105000000000018
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=0.0108235525021586 -0.014767107914580819 -0.028046229220941535 0.023901808979383335 0.00566414718367266 0.019520223668949819 -0.020331437953316944
leaf_weight=0.0011536419675736199 0.0013308460980978026 0.0011005178269892118 0.0016378581168121952 0.0019340870718435451 0.0011036616144594847 0.0016707240251558463
leaf_count=352 720 618 482 433 180 336
internal_value=0 -0.00815331 0.00234793 0.00593701 -0.000312107 -0.00638404
internal_weight=0 0.00225416 0.00767718 0.00634633 0.00470847 0.00360481
internal_count=3121 970 2151 1431 949 769
is_linear=0
shrinkage=0.1


Tree=4413
num_leaves=7
num_cat=0
split_feature=1 4 15 2 1 4
split_gain=2.08729e-05 5.15463e-05 2.37576e-05 5.54133e-05 0.000135271 6.75688e-05
threshold=0.077565000000000009 -0.083854999999999985 1.0000000180025095e-35 1.0000000180025095e-35 0.11181500000000001 0.0049200000000000008
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=0.0032902862841515516 -0.0076083737202388806 -0.024128420611635819 -0.0086460691467980712 0.011889229706608917 -0.0092952816524646438 0.048003006934998739
leaf_weight=0.0018001533546866087 0.0019728483829351733 0.0011074716833827459 0.0014145152488663805 0.0010391059837755109 0.0015316926763523902 0.0010332485834405047
leaf_count=353 423 1283 433 235 275 119
internal_value=0 -0.0071531 0.00292867 0.00586447 0.0132395 0.0298951
internal_weight=0 0.00290763 0.00699141 0.0055769 0.00360405 0.00207235
internal_count=3121 1636 1485 1052 629 354
is_linear=0
shrinkage=0.1


Tree=4414
num_leaves=10
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split_feature=11 43 133 43 4 2 3 52 13
split_gain=7.8219e-05 5.04134e-05 7.17947e-05 8.4527e-05 7.84843e-05 8.82357e-05 9.70977e-05 6.84588e-05 6.31356e-05
threshold=0.081365000000000007 -0.04890499999999999 -0.0061299999999999992 0.05259500000000001 -0.031404999999999995 0.11411 0.092670000000000016 0.084240000000000023 -0.0030199999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 7 -3 4 -4 6 -6 8 -1
right_child=-2 2 3 -5 5 -7 -8 -9 -10
leaf_value=0.00064243418446358622 -0.00053105242303775539 -0.00053997055254385959 -0.00058636034987007125 0.00046822875301517561 -0.00013604654794873759 -0.00040903311888387648 0.00067706975998016949 -0.00018032242175247871 3.7613477420132535e-05
leaf_weight=0.0015880475225105357 0.0010001972066396312 0.0010179438102237599 0.0010006484466318095 0.0012832384596362214 0.0011525945616744559 0.0011288392522195538 0.0011068470723672799 0.0011521016691291783 0.0011398376525600207
leaf_count=743 178 727 326 154 118 127 86 434 228
internal_value=0 4.26355e-05 -6.04889e-05 2.55603e-05 -0.000103867 3.86253e-05 0.00026228 0.000220449 0.000389712
internal_weight=0 0.0105701 0.00669011 0.00567217 0.00438893 0.00338828 0.00225944 0.00387999 0.00272789
internal_count=3121 2943 1538 811 657 331 204 1405 971
is_linear=0
shrinkage=0.00196078


Tree=4415
num_leaves=9
num_cat=0
split_feature=41 3 1 133 3 16 3 3
split_gain=0.00013419 5.67843e-05 7.39574e-05 9.52659e-05 6.93466e-05 0.000114805 6.7468e-05 4.82903e-05
threshold=1.0000000180025095e-35 -0.12018999999999998 0.094825000000000007 0.076280000000000014 0.083060000000000009 -0.059624999999999991 0.084940000000000015 0.13524500000000003
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 6 5 -4 -3 -6
right_child=-2 2 4 -5 7 -7 -8 -9
leaf_value=0.00039456542085923552 -0.00069094224613899292 -0.00070915858887242932 -1.770491606314544e-05 0.00018274447603059066 -0.00022459680788040472 0.00090748429196242349 -0.00010767562140553386 0.000306613493912218
leaf_weight=0.0015821464698698795 0.0010248966518420699 0.0014148241856544309 0.0010567121489762966 0.001687948046299972 0.0018641617334633764 0.0010071033076976114 0.0014536449550908992 0.0010168170870948762
leaf_count=221 173 1055 207 819 118 252 108 168
internal_value=0 5.0632e-05 -6.63991e-06 -0.000186856 0.000159421 0.00043377 -0.000404347 -3.71106e-05
internal_weight=0 0.0110834 0.00950121 0.00455642 0.00494479 0.00206382 0.00286847 0.00288098
internal_count=3121 2948 2727 1982 745 459 1163 286
is_linear=0
shrinkage=0.00196078


Tree=4416
num_leaves=8
num_cat=0
split_feature=1 42 16 1 13 16 2
split_gain=2.2133e-05 6.00231e-05 3.30316e-05 4.09401e-05 3.52519e-05 5.20924e-05 0.000110469
threshold=0.12500000000000003 0.091545000000000015 -0.25582999999999995 0.107145 -0.095539999999999986 0.0065250000000000004 0.084055000000000005
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=0.013292348581514055 0.011209522871415701 -0.024852527185741477 -0.014062191881339031 -0.02076504528078929 0.018745400890700242 0.024724371530793796 -0.023194621111125517
leaf_weight=0.0017088634478463682 0.0014870412776155978 0.0010133030004788619 0.0011254369989077435 0.0010151639341159507 0.0012924517842691663 0.0010683856977633838 0.0012216774709491965
leaf_count=233 279 601 95 157 414 381 961
internal_value=0 -0.00202101 0.00109192 -0.002551 0.00137644 0.00622645 -0.00163429
internal_weight=0 0.00844528 0.00743198 0.00572312 0.00470795 0.00358251 0.00251413
internal_count=3121 2842 2241 2008 1851 1756 1375
is_linear=0
shrinkage=0.1


Tree=4417
num_leaves=10
num_cat=0
split_feature=484 47 47 4 150 49 42 2 12
split_gain=0.000219114 7.50648e-05 0.000125963 9.32773e-05 5.62916e-05 9.40061e-05 8.36397e-05 7.61975e-05 4.50555e-05
threshold=-1.0000000180025095e-35 0.13148500000000005 0.10254000000000001 0.27834500000000006 0.089910000000000018 -0.072814999999999977 0.086665000000000006 0.10222000000000002 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 8 -7
right_child=1 -3 -4 -5 -6 6 -8 -9 -10
leaf_value=-0.00088498819579677427 0.00052573080904766509 -0.00044409769769012872 0.00076668380306745443 0.00054895774128006303 -0.00040541831037261959 0.00043288187000204684 -0.00054220322160190219 -0.00036046101800646602 -4.0925509411725447e-05
leaf_weight=0.0010221642176047501 0.001237690146107152 0.0010208816702372498 0.0010218577222157544 0.0012095507835662442 0.0013190652453236983 0.0016838810315872735 0.0011516715592064962 0.0012320258537821668 0.0014242805883509209
leaf_count=515 176 55 121 288 200 207 616 260 683
internal_value=0 6.30106e-05 0.00011337 4.12615e-05 -3.50354e-05 3.75637e-05 -7.24536e-05 5.21947e-05 0.000215765
internal_weight=0 0.0113009 0.01028 0.00925817 0.00804861 0.00672955 0.00549186 0.00434019 0.00310816
internal_count=3121 2606 2551 2430 2142 1942 1766 1150 890
is_linear=0
shrinkage=0.00196078


Tree=4418
num_leaves=8
num_cat=0
split_feature=1 52 3 0 0 15 16
split_gain=1.90387e-05 5.51922e-05 0.000114548 5.82192e-05 5.41371e-05 4.64434e-05 2.04367e-05
threshold=0.10937500000000001 0.10160000000000001 0.090900000000000009 -0.084269999999999984 -0.055064999999999996 -0.037864999999999989 -0.073849999999999985
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -2
right_child=5 -3 -4 4 -6 -7 -8
leaf_value=-0.019490134456055359 0.0067244886860778055 -0.021489034392264867 0.027462169173533814 0.021075081077810934 -0.010740511339591941 0.023341738413891675 -0.012548251886319042
leaf_weight=0.0019179603231277301 0.0012068904318338122 0.0013135458711033762 0.001281112004589198 0.0010261710003501088 0.0011169925510564921 0.0010653426176860225 0.0010111906319959256
leaf_count=935 259 493 138 778 229 114 175
internal_value=0 -0.00312457 0.00139087 -0.00683351 0.00449315 0.00618074 -0.00206167
internal_weight=0 0.00665578 0.00534224 0.00406112 0.00214316 0.00328342 0.00221808
internal_count=3121 2573 2080 1942 1007 548 434
is_linear=0
shrinkage=0.1


Tree=4419
num_leaves=8
num_cat=0
split_feature=11 43 12 13 52 16 4
split_gain=1.70511e-05 2.81976e-05 5.29828e-05 4.48789e-05 5.89177e-05 7.21942e-05 7.6619e-06
threshold=0.078065000000000009 -0.04890499999999999 0.051320000000000005 -0.095304999999999987 -0.0064899999999999992 -0.16075999999999999 -0.012164999999999999
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=0.025782221509890443 -0.011961200294452207 0.009931553768958136 0.005226185059920143 -0.024087264293327026 -0.017321983078515329 0.018465472316267762 -0.0071508272815838164
leaf_weight=0.0011761716230452995 0.0010709235416144257 0.0018521855355758824 0.001000219002133957 0.0015463463073069599 0.0010862490673268657 0.0011717497744409683 0.0010004008352774319
leaf_count=286 211 284 581 307 148 788 516
internal_value=0 0.00140001 0.00893919 -0.00283411 -0.00904921 0.0012493 -0.000962884
internal_weight=0 0.00883332 0.00317679 0.00565653 0.00380435 0.002258 0.00200062
internal_count=3121 2910 1383 1527 1243 936 1097
is_linear=0
shrinkage=0.1


Tree=4420
num_leaves=10
num_cat=0
split_feature=47 47 48 52 52 15 3 4 4
split_gain=7.37335e-05 0.000103535 8.39477e-05 6.14381e-05 6.55055e-05 8.30477e-05 0.000118425 8.83444e-05 0.000109523
threshold=0.13148500000000005 0.10254000000000001 -0.024949999999999996 0.11434500000000002 -0.10925999999999998 -0.095869999999999983 -0.08824499999999999 0.0049200000000000008 -0.083854999999999985
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 -7 8 -8
right_child=-2 -3 3 -5 5 6 7 -9 -10
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leaf_weight=0.0010305023451465658 0.0010446420081221099 0.00112730773775208 0.0010226925764327518 0.0010874207783068161 0.0017988524523774351 0.0015629375551673881 0.0011624351150180475 0.0010151248546644313 0.0011885876792664964
leaf_count=181 65 187 460 443 341 377 154 157 756
internal_value=0 2.98579e-05 -3.44484e-05 -9.62007e-05 -3.49656e-05 3.53144e-05 0.000166918 0.000374014 0.000165285
internal_weight=0 0.0109959 0.00986855 0.00883805 0.00775063 0.00672794 0.00492909 0.00336615 0.00235102
internal_count=3121 3056 2869 2688 2245 1785 1444 1067 910
is_linear=0
shrinkage=0.00196078


Tree=4421
num_leaves=9
num_cat=0
split_feature=41 43 3 1 133 0 16 3
split_gain=8.43058e-05 5.04095e-05 8.42532e-05 9.15799e-05 0.000141176 0.000132133 8.50898e-05 6.01393e-05
threshold=1.0000000180025095e-35 -0.34140499999999996 -0.12018999999999998 0.10089500000000001 0.076280000000000014 -0.10151999999999999 -0.27167499999999994 0.12178000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -5 -8
right_child=-2 2 3 6 -6 -7 7 -9
leaf_value=-0.00036487095459507925 -0.0005476726245569485 0.00056511940248924191 -8.9360423119795587e-05 -0.00019310410749983641 0.00028989308122270337 -0.00093971121316814522 0.00069571479692709457 9.3144548802986225e-05
leaf_weight=0.0010466164676384343 0.001014672502917262 0.0012407468443211894 0.0017705083766451691 0.0011830482526587623 0.0016512448132260885 0.001164710584040086 0.0015056150229236739 0.0011035424949600026
leaf_count=120 173 190 176 202 816 1040 289 115
internal_value=0 4.37919e-05 8.82554e-05 1.76395e-05 -0.000168762 -0.000426784 0.000243082 0.000440858
internal_weight=0 0.010666 0.00961942 0.00837867 0.00458646 0.00293522 0.00379221 0.00260916
internal_count=3121 2948 2828 2638 2032 1216 606 404
is_linear=0
shrinkage=0.00196078


Tree=4422
num_leaves=7
num_cat=0
split_feature=50 484 43 43 48 2
split_gain=1.75952e-05 3.37678e-05 4.00796e-05 4.93446e-05 5.48542e-05 5.44727e-05
threshold=0.088425000000000017 0.084040000000000017 -0.14968999999999996 -0.00067499999999999993 0.085875000000000021 0.10584500000000001
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=0.012877424769209304 -0.011758510581635163 0.018292950959039992 -0.020537938914126988 0.018810627058630694 -0.014899403974573256 -0.0085366870116834158
leaf_weight=0.0016739468930190805 0.0011386097702484827 0.0010487873412051178 0.0014718079088699527 0.0018810463558822585 0.0015413989711209469 0.0011886130868432728
leaf_count=212 560 323 1198 424 169 235
internal_value=0 0.00145187 -0.000825192 -0.00459602 0.000492494 0.00822138
internal_weight=0 0.0088056 0.00775681 0.00608287 0.00461106 0.00306966
internal_count=3121 2561 2238 2026 828 659
is_linear=0
shrinkage=0.1


Tree=4423
num_leaves=9
num_cat=0
split_feature=49 42 52 0 0 16 15 43
split_gain=2.006e-05 5.92776e-05 4.7557e-05 4.30815e-05 4.21357e-05 0.000121308 3.60108e-05 1.53395e-05
threshold=-0.043469999999999995 0.091545000000000015 -0.0064899999999999992 -0.069954999999999976 -0.083914999999999976 -0.27167499999999994 -0.040804999999999994 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=6 2 3 -2 5 -4 -1 -6
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leaf_value=0.020935950944695039 -0.026591156456530318 -0.025071543926215731 -0.0090441231811768368 0.0027193611448118118 -0.012663782354487991 0.03562037895758103 -0.0038945320833927866 0.0044148946304993289
leaf_weight=0.0011245349597082293 0.0010013847836742873 0.0010128000416931345 0.0011082399345446817 0.0010044940340469169 0.0010149824376295864 0.0013473825066901471 0.0012152466539999218 0.0010913857169646793
leaf_count=226 517 614 164 259 399 534 199 209
internal_value=0 -0.00255292 0.000919576 -0.0119132 0.00656206 0.015463 0.00803938 -0.0038147
internal_weight=0 0.00758067 0.00656787 0.00200588 0.00456199 0.00245562 0.00233978 0.00210637
internal_count=3121 2696 2082 776 1306 698 425 608
is_linear=0
shrinkage=0.1


Tree=4424
num_leaves=8
num_cat=0
split_feature=1 13 47 52 3 0 15
split_gain=2.14362e-05 5.51583e-05 5.30101e-05 4.21791e-05 0.000107172 6.34118e-05 4.81687e-05
threshold=0.10781 -0.061684999999999997 0.10372500000000003 0.10160000000000001 0.090900000000000009 -0.084269999999999984 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 -1 -7
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leaf_value=-0.021314394647194815 0.024508520592958299 0.010626459692438556 -0.019704409814615978 -0.019534082415993158 0.026716835769661947 -0.010077695023978133 0.020102748444635277
leaf_weight=0.0017838321665435133 0.0011231165117915639 0.0013383493536633325 0.0010118825015952362 0.001303162167542205 0.0012031035472700666 0.0011124387435386771 0.0010080133048096743
leaf_count=925 305 211 68 491 127 468 526
internal_value=0 0.00627904 -0.00243237 -0.00347571 0.000621617 -0.00741961 0.00426938
internal_weight=0 0.00347335 0.00235023 0.00641055 0.00510739 0.00390428 0.00212045
internal_count=3121 584 279 2537 2046 1919 994
is_linear=0
shrinkage=0.1


Tree=4425
num_leaves=10
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split_feature=47 47 147 52 150 49 15 3 4
split_gain=5.40682e-05 0.000106732 7.96216e-05 9.64178e-05 6.99781e-05 7.48769e-05 7.85229e-05 0.000130304 6.84929e-05
threshold=0.13148500000000005 0.10254000000000001 1.0000000180025095e-35 0.11434500000000002 0.089910000000000018 -1.0000000180025095e-35 -0.024814999999999997 -0.055119999999999995 -0.10429499999999998
decision_type=2 2 2 2 2 2 2 2 2
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right_child=-2 -3 -4 -5 -6 6 7 -9 -10
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leaf_weight=0.0012482578631379899 0.0010804156852475015 0.001110926984563926 0.0010004619376049071 0.001123273045004051 0.001150226402143649 0.0016985025921777762 0.0010237405943228652 0.0016215960656301761 0.0011229606266787602
leaf_count=245 65 187 180 444 181 679 163 133 844
internal_value=0 3.29015e-05 -3.12191e-05 -8.96226e-05 -1.28778e-05 6.36678e-05 -3.52705e-05 0.000122499 -0.000194401
internal_weight=0 0.0110999 0.00998902 0.00898856 0.00786528 0.00671506 0.0054668 0.0037683 0.0021467
internal_count=3121 3056 2869 2689 2245 2064 1819 1140 1007
is_linear=0
shrinkage=0.00196078


Tree=4426
num_leaves=8
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split_feature=1 3 12 52 3 0 0
split_gain=1.75467e-05 4.68132e-05 4.75004e-05 3.43752e-05 8.71436e-05 5.17701e-05 4.23387e-05
threshold=0.10781 0.11296500000000002 0.092355000000000007 0.10160000000000001 0.090900000000000009 -0.084269999999999984 -0.055064999999999996
decision_type=2 2 2 2 2 2 2
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leaf_value=-0.019246971801924591 0.030616408532131312 -0.0080870215425746447 2.8999257652791122e-05 -0.017643035455847021 0.024128947452750193 0.018691239765440838 -0.0095857975246779106
leaf_weight=0.0017838244889076121 0.0010246441970305368 0.0014448904517431194 0.0010063425659488784 0.0013039155744310298 0.0011992079800743419 0.0010097417407424567 0.0011133298200978045
leaf_count=925 239 192 153 491 127 772 222
internal_value=0 0.00567202 0.0154605 -0.00315154 0.000549064 -0.0066887 0.00386288
internal_weight=0 0.00347588 0.00203099 0.00641002 0.0051061 0.0039069 0.00212307
internal_count=3121 584 392 2537 2046 1919 994
is_linear=0
shrinkage=0.1


Tree=4427
num_leaves=10
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split_feature=147 52 2 43 3 0 0 3 1
split_gain=6.99442e-05 6.79019e-05 6.0321e-05 6.08983e-05 0.000119874 5.80412e-05 4.93586e-05 6.50186e-05 2.43277e-05
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decision_type=2 2 2 2 2 2 2 2 2
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right_child=-2 -3 6 5 -6 -7 7 -9 -10
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leaf_weight=0.0010824321489527316 0.0010000613901915258 0.001013014941038168 0.0012838026925669202 0.0010103996145810739 0.0014389883844225532 0.0011930322898422441 0.0010988571413832631 0.0012974094413274813 0.0010633171244949502
leaf_count=240 183 363 84 117 509 911 395 250 69
internal_value=0 -5.52421e-05 -3.61978e-06 -0.000128412 0.000100515 -0.000305108 0.000192658 0.000358871 -0.000106868
internal_weight=0 0.0104813 0.00946824 0.00578817 0.00252142 0.00326675 0.00368007 0.00239627 0.00207372
internal_count=3121 2938 2575 1846 749 1097 729 645 186
is_linear=0
shrinkage=0.00196078


Tree=4428
num_leaves=10
num_cat=0
split_feature=15 156 151 16 48 12 43 15 3
split_gain=3.71836e-05 3.81536e-05 4.74672e-05 8.03483e-05 8.73384e-05 6.28421e-05 8.1539e-05 7.57264e-05 5.45265e-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 4 -6 6 -8 8 -10
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leaf_weight=0.0010219946830207259 0.0011778699942164459 0.0010123007752486307 0.0011803812070499652 0.0013453443876624391 0.0010761632056007263 0.0012456323332713729 0.0010447158315045576 0.0011069895002882104 0.0010528753744666996
leaf_count=253 360 406 153 271 203 249 515 628 83
internal_value=0 -4.30665e-05 -3.43373e-06 -5.72137e-05 2.3965e-05 -7.12907e-05 0.000181298 -0.000236335 -8.87804e-06
internal_weight=0 0.0102423 0.00922997 0.0080521 0.00687172 0.00579556 0.00229035 0.00350521 0.00215986
internal_count=3121 2868 2462 2102 1949 1746 764 982 711
is_linear=0
shrinkage=0.00196078


Tree=4429
num_leaves=9
num_cat=0
split_feature=11 3 133 1 0 16 16 15
split_gain=5.87691e-05 6.3697e-05 6.31467e-05 0.000124527 7.28421e-05 6.92667e-05 8.99941e-05 1.02839e-05
threshold=0.081365000000000007 -0.12018999999999998 0.076280000000000014 0.095285000000000022 -0.13455999999999999 -0.29154999999999992 -0.056919999999999991 -0.031204999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5 -7 -8
right_child=-2 2 -4 5 -6 6 7 -9
leaf_value=0.00040653946159836758 -0.00046594407170653165 -8.6791805766533536e-05 0.000294675333245412 -0.00034077336452123481 -0.00071626821491937824 0.00058805813428423079 -0.00018451121240785226 9.4568683269532743e-05
leaf_weight=0.0014922166468017131 0.0010021001822770057 0.0012885134082019627 0.0018491376822833876 0.0011000753292364717 0.0015654781753231771 0.0014941978898107629 0.0010223461609799739 0.0010083298541308445
leaf_count=178 178 105 987 156 1097 143 160 117
internal_value=0 3.0399e-05 -2.97723e-05 -0.000109991 -0.000432074 8.87623e-05 0.000222816 -4.59344e-05
internal_weight=0 0.0108203 0.00932808 0.00747894 0.00285399 0.00462495 0.00352487 0.00203068
internal_count=3121 2943 2765 1778 1202 576 420 277
is_linear=0
shrinkage=0.00196078


Tree=4430
num_leaves=7
num_cat=0
split_feature=51 43 16 52 12 0
split_gain=1.75257e-05 3.66389e-05 5.42125e-05 7.27988e-05 0.000114221 8.38827e-05
threshold=-0.076794999999999988 -0.14968999999999996 0.10994000000000002 -0.049749999999999996 0.088365000000000013 -0.10474999999999998
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=-0.0088988766622681483 0.016564225553439737 0.024115285656186845 -0.020150449297216173 -0.0070382319082016795 -0.028015746100707273 0.02723293845728186
leaf_weight=0.0018319545027723127 0.001412851057726496 0.0012671037253902838 0.001227319609568186 0.0016562951351054374 0.0012889112760852595 0.0012556060482716419
leaf_count=537 234 360 213 254 829 694
internal_value=0 0.00193078 -0.00115722 0.00310597 -0.00323113 0.00773943
internal_weight=0 0.00810809 0.00669524 0.00546792 0.00420081 0.0029119
internal_count=3121 2584 2350 2137 1777 948
is_linear=0
shrinkage=0.1


Tree=4431
num_leaves=9
num_cat=0
split_feature=42 40 47 16 43 0 2 49
split_gain=3.7925e-05 6.23572e-05 6.85992e-05 8.98992e-05 7.75287e-05 6.43918e-05 5.96776e-05 3.44603e-05
threshold=-0.095859999999999987 -0.013874999999999998 0.10904500000000002 -0.5048999999999999 -0.084004999999999982 -0.084144999999999984 0.083215000000000011 -0.043469999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 -6 -8
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leaf_value=-0.00036558215889001755 0.00044176313383113987 0.00057595195060326375 -0.0005033177561553319 0.00032049980323655417 0.0003751538948722325 -0.00045776098292488285 8.2252474277237774e-05 -0.00039773991206451298
leaf_weight=0.0010281314361079491 0.0012395868712529136 0.0010261584965835964 0.0010307510219078166 0.0016828707981364566 0.0010899534170190632 0.0018483545156981933 0.0010484779238189865 0.0012735608710308468
leaf_count=241 295 134 147 466 166 1017 94 561
internal_value=0 2.94614e-05 -2.73249e-05 3.42395e-05 -4.58218e-05 -0.000163014 -3.34286e-06 -0.000181007
internal_weight=0 0.0102397 0.00900013 0.00796938 0.00694322 0.00526035 0.00341199 0.00232204
internal_count=3121 2880 2585 2438 2304 1838 821 655
is_linear=0
shrinkage=0.00196078


Tree=4432
num_leaves=8
num_cat=0
split_feature=4 1 42 43 2 43 3
split_gain=1.92745e-05 4.21949e-05 2.8353e-05 5.15814e-05 9.00039e-05 5.25604e-05 2.39038e-05
threshold=0.24564500000000003 0.111945 -0.088934999999999986 -0.074359999999999996 0.089885000000000007 1.0000000180025095e-35 -0.085114999999999982
decision_type=2 2 2 2 2 2 2
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right_child=1 -3 3 4 5 -7 -8
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leaf_count=349 150 276 301 800 441 231 573
internal_value=0 0.00817114 -0.00242098 -7.33256e-05 -0.00579473 0.00389829 0.0133602
internal_weight=0 0.00220988 0.00771808 0.00671119 0.00470662 0.00315601 0.00200457
internal_count=3121 426 2695 2346 1472 672 874
is_linear=0
shrinkage=0.1


Tree=4433
num_leaves=9
num_cat=0
split_feature=147 52 2 3 43 0 13 2
split_gain=7.54018e-05 5.26203e-05 6.94163e-05 6.23799e-05 0.000131778 6.82974e-05 5.54022e-05 4.6901e-05
threshold=1.0000000180025095e-35 0.15915500000000002 0.099185000000000009 -0.08824499999999999 -0.074359999999999996 -0.13027499999999997 -0.089109999999999981 0.11263500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -4 -8
right_child=-2 -3 6 4 5 -7 7 -9
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leaf_weight=0.0016528461167265914 0.0010525606737703192 0.0010122497467207362 0.0015060776616035165 0.0014763160751633522 0.0012714994176543622 0.0015098730884103339 0.001023511180565858 0.0012550648958498214
leaf_count=465 183 363 158 509 91 781 261 310
internal_value=0 -5.80344e-05 -1.36194e-05 -0.000146384 -2.0877e-05 -0.000272195 0.00019372 8.47167e-07
internal_weight=0 0.0107074 0.00969519 0.00591053 0.00425769 0.00278137 0.00378465 0.00227858
internal_count=3121 2938 2575 1846 1381 872 729 571
is_linear=0
shrinkage=0.00196078


Tree=4434
num_leaves=9
num_cat=0
split_feature=147 52 11 13 2 0 4 0
split_gain=6.399e-05 6.90617e-05 8.1597e-05 8.86658e-05 5.47528e-05 4.66014e-05 8.87192e-05 4.68339e-05
threshold=1.0000000180025095e-35 0.15915500000000002 1.0000000180025095e-35 -0.084034999999999985 0.10005000000000001 -0.019414999999999998 0.098655000000000007 -0.10151999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -5
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leaf_count=556 183 363 210 139 160 170 187 1153
internal_value=0 -5.43787e-05 -3.04733e-06 5.97118e-05 0.000364724 -7.0769e-05 -0.000167125 1.75351e-05
internal_weight=0 0.010608 0.00959762 0.00856549 0.00256636 0.00599913 0.00457642 0.0031399
internal_count=3121 2938 2575 2365 716 1649 1479 1292
is_linear=0
shrinkage=0.00196078


Tree=4435
num_leaves=9
num_cat=0
split_feature=147 159 2 12 15 151 16 1
split_gain=6.20405e-05 8.28567e-05 9.12261e-05 0.000155872 0.000118122 9.36795e-05 0.000168885 7.01305e-05
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decision_type=2 2 2 2 2 2 2 2
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internal_weight=0 0.0111101 0.0099797 0.00396496 0.00289263 0.00601474 0.00501372 0.00317328
internal_count=3121 2938 2436 1240 1125 1196 1019 688
is_linear=0
shrinkage=0.00196078


Tree=4436
num_leaves=9
num_cat=0
split_feature=147 48 48 52 13 0 0 16
split_gain=7.51477e-05 8.509e-05 0.00012844 0.000143185 0.000113036 7.45169e-05 0.000176096 7.45133e-05
threshold=1.0000000180025095e-35 0.11951500000000001 0.092475000000000016 0.11434500000000002 -0.094514999999999988 -0.077999999999999986 -0.10607499999999999 0.064860000000000015
decision_type=2 2 2 2 2 2 2 2
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right_child=-2 -3 -4 -5 5 7 -8 -9
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internal_value=0 -5.73003e-05 -1.0858e-06 -9.02732e-05 5.37521e-06 -0.00013115 -0.000350802 9.94071e-05
internal_weight=0 0.0109301 0.00988629 0.00852817 0.00746953 0.00565718 0.0028971 0.00276008
internal_count=3121 2938 2831 2582 2153 1930 1234 696
is_linear=0
shrinkage=0.00196078


Tree=4437
num_leaves=10
num_cat=0
split_feature=147 48 48 52 133 13 12 3 52
split_gain=7.4478e-05 8.08635e-05 0.000118424 0.000101211 0.000127715 0.000259878 9.14682e-05 9.10373e-05 7.32484e-05
threshold=1.0000000180025095e-35 0.11951500000000001 0.093265000000000015 0.11434500000000002 -0.0061299999999999992 -0.084034999999999985 0.09857500000000001 -0.049509999999999992 -0.066844999999999988
decision_type=2 2 2 2 2 2 2 2 2
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right_child=-2 -3 -4 -5 5 6 -8 8 -10
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leaf_weight=0.0011165092581535028 0.001033972912682128 0.001017344898277925 0.001187112829392766 0.0010604761979728806 0.0015895352964582559 0.0010837013013482708 0.0011769339245833485 0.001243716530429647 0.0012595332301784164
leaf_count=699 183 107 237 432 398 590 214 152 109
internal_value=0 -5.28024e-05 2.26116e-06 -7.84872e-05 1.98602e-06 0.000109464 -0.000119605 -0.000275236 -6.97041e-05
internal_weight=0 0.0107349 0.00971752 0.00853041 0.00746993 0.00635342 0.00476388 0.00358695 0.00250325
internal_count=3121 2938 2831 2594 2162 1463 1065 851 261
is_linear=0
shrinkage=0.00196078


Tree=4438
num_leaves=9
num_cat=0
split_feature=47 47 16 4 2 4 0 16
split_gain=5.71321e-05 9.58921e-05 5.85567e-05 5.16492e-05 6.54621e-05 6.48069e-05 7.49774e-05 8.10527e-05
threshold=0.13148500000000005 0.10254000000000001 -0.48836499999999994 0.055260000000000011 0.10981000000000002 -0.35136499999999998 -0.077999999999999986 -0.083539999999999989
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=0.00039807502584963809 -0.00044757959734346113 0.00058229012671373722 -0.00050371180358466658 -0.00038674440601333722 0.0003684265667165039 0.00018993611383051308 0.00041735070108552262 -0.00046804266288301281
leaf_weight=0.001108631098914928 0.0010218573913338318 0.0011135973786444231 0.0012076636770787311 0.0016994967345749139 0.0014283840993436006 0.0013534778310893456 0.0012340339596832927 0.0015373631437631192
leaf_count=228 65 187 166 368 265 496 423 923
internal_value=0 3.77221e-05 -2.56519e-05 -8.1176e-05 -4.3651e-06 -0.000104222 1.27392e-05 -0.00015998
internal_weight=0 0.0106826 0.00956905 0.00846042 0.00676092 0.00533254 0.00412487 0.00289084
internal_count=3121 3056 2869 2641 2273 2008 1842 1419
is_linear=0
shrinkage=0.00196078


Tree=4439
num_leaves=8
num_cat=0
split_feature=50 3 49 15 12 15 15
split_gain=1.95114e-05 3.50227e-05 4.41532e-05 7.34777e-05 8.75837e-05 6.67806e-05 6.38011e-05
threshold=0.088425000000000017 -0.12018999999999998 -0.006494999999999999 -0.016799999999999995 0.086915000000000006 -0.074054999999999996 -0.10653
decision_type=2 2 2 2 2 2 2
left_child=1 -1 5 6 -5 -3 -4
right_child=-2 2 3 4 -6 -7 -8
leaf_value=0.013624776816618648 -0.012334010979011448 0.0064004369119491289 0.0075416426646235562 0.034379534821565555 -0.0043531424288663391 -0.027245220391425386 -0.025742957261133577
leaf_weight=0.0018783963918915661 0.0011527147409001936 0.0010369771012847934 0.0011776011254317083 0.0012577348323633414 0.001089538949990598 0.0013683488176097875 0.0011270752237405434
leaf_count=303 560 213 339 383 592 250 481
internal_value=0 0.00148988 -0.00174 0.00394764 0.0164009 -0.01274 -0.0087358
internal_weight=0 0.00893567 0.00705728 0.00465195 0.00234727 0.00240533 0.00230468
internal_count=3121 2561 2258 1795 975 463 820
is_linear=0
shrinkage=0.1


Tree=4440
num_leaves=7
num_cat=0
split_feature=1 43 3 13 4 15
split_gain=1.94921e-05 5.79405e-05 3.08224e-05 5.5887e-05 5.81396e-05 6.98771e-05
threshold=0.077565000000000009 0.093175000000000022 -0.10519499999999998 -0.0025349999999999995 0.0061450000000000003 -0.095869999999999983
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=-0.017160552801511752 0.015826270985836714 0.012351020422935651 0.013100992841211877 -0.025317095701939903 -0.016798906136394613 0.016950127690045957
leaf_weight=0.0019196662378839027 0.0014380473692943777 0.0010180938219884902 0.0019595426505657717 0.0012520450108201415 0.0011537724429829571 0.0013101357234584009
leaf_count=1445 286 191 790 220 103 86
internal_value=0 -0.00693319 0.00274935 -0.000564063 -0.00777009 0.00114649
internal_weight=0 0.00293776 0.00711354 0.0056755 0.00371595 0.00246391
internal_count=3121 1636 1485 1199 409 189
is_linear=0
shrinkage=0.1


Tree=4441
num_leaves=11
num_cat=0
split_feature=484 47 47 4 12 151 3 15 12 3
split_gain=0.000186164 8.91426e-05 0.000103156 9.73959e-05 6.81714e-05 7.07049e-05 8.41264e-05 4.47457e-05 0.00013784 3.12413e-05
threshold=-1.0000000180025095e-35 0.13148500000000005 0.10254000000000001 0.27834500000000006 0.10124000000000001 -0.024429999999999997 0.088060000000000013 0.088345000000000021 0.084100000000000022 -0.012304999999999998
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=-0.00080330058976732521 0.00045563453424333209 -0.0004840515086575624 0.00070364710772367108 0.00056612499878846002 -0.00050464228224555009 3.5282947707491339e-05 -0.00043100782706618975 0.00042249282605067806 -0.00058040053427369659 0.00052281323118427052
leaf_weight=0.0010575667995423041 0.0012807415599739554 0.0010653369849375214 0.0010201544185581219 0.0012124288215717054 0.0010161078951772332 0.0010212995077460698 0.0016343904478888921 0.0011507836746481401 0.0011223955801973528 0.0010002858347997702
leaf_count=515 291 55 121 288 273 131 127 462 758 100
internal_value=0 5.62861e-05 0.000111326 4.73051e-05 -2.91636e-05 3.78467e-05 -5.23985e-05 9.16828e-05 -2.94028e-05 0.000276514
internal_weight=0 0.0115239 0.0104586 0.00943843 0.008226 0.0072099 0.00592916 0.00429476 0.00314398 0.00202159
internal_count=3121 2606 2551 2430 2142 1869 1578 1451 989 231
is_linear=0
shrinkage=0.00196078


Tree=4442
num_leaves=9
num_cat=0
split_feature=49 42 52 15 13 0 1 4
split_gain=1.75961e-05 5.88765e-05 4.63336e-05 4.38486e-05 3.83297e-05 3.96227e-05 3.54677e-05 1.86733e-05
threshold=-0.043469999999999995 0.091545000000000015 -0.0064899999999999992 -0.016799999999999995 -0.14819499999999997 -0.083914999999999976 0.097115000000000021 0.053925000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=6 2 3 -2 -4 7 -1 -6
right_child=1 -3 4 -5 5 -7 -8 -9
leaf_value=-0.0042277747954734225 -0.026050218608161885 -0.024654140966559258 -0.010451409290107183 0.0033148567298353845 0.030400385693696026 -0.00042183245938337013 0.020230874943102908 0.011146678007014299
leaf_weight=0.0012437199448072154 0.0010295933416198308 0.0010306940731085769 0.0010293780847313232 0.0010047220270915337 0.0010029899727740615 0.0015799372655221741 0.001132965208524218 0.0010119399420646089
leaf_count=211 427 614 109 349 463 569 214 165
internal_value=0 -0.00241316 0.00102958 -0.0115472 0.0065624 0.0114342 0.00743166 0.0207308
internal_weight=0 0.00768925 0.00665856 0.00203432 0.00462425 0.00359487 0.00237669 0.00201493
internal_count=3121 2696 2082 776 1306 1197 425 628
is_linear=0
shrinkage=0.1


Tree=4443
num_leaves=10
num_cat=0
split_feature=484 4 39 49 52 4 43 2 16
split_gain=0.000282832 0.000126736 9.24147e-05 9.49652e-05 7.47097e-05 9.55452e-05 6.19387e-05 4.85184e-05 0.000111386
threshold=-1.0000000180025095e-35 0.27044500000000005 0.095450000000000021 0.0034800000000000005 -0.081429999999999989 -0.015624999999999998 -0.11008499999999999 0.098260000000000014 -0.083539999999999989
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -6 8 -8
right_child=1 -3 -4 -5 6 -7 7 -9 -10
leaf_value=-0.00098053391312013572 -0.00013202406828702559 0.00055054502415621343 -0.00056909300637035044 0.00061608702738812928 0.00024201515753046916 0.00068797145661014857 -9.2424337857801667e-05 3.2363487296094096e-05 -0.0008875542058218687
leaf_weight=0.0010506750208884282 0.0010553684756607696 0.0018622376892764416 0.0010095189809673508 0.0010323899666694935 0.0013082036879411502 0.0011326326169575083 0.0017792795370374654 0.0015833158415962927 0.0010937119604041963
leaf_count=515 258 346 81 439 169 143 434 158 578
internal_value=0 8.09108e-05 -6.59507e-06 5.66057e-05 -1.60259e-05 0.000292452 -0.000133113 -0.000243236 -0.00039512
internal_weight=0 0.0118567 0.00999442 0.0089849 0.00795251 0.002188 0.00576451 0.00445631 0.00287299
internal_count=3121 2606 2260 2179 1740 401 1339 1170 1012
is_linear=0
shrinkage=0.00196078


Tree=4444
num_leaves=8
num_cat=0
split_feature=0 15 0 15 150 12 13
split_gain=1.95596e-05 6.87638e-05 5.39069e-05 4.56019e-05 5.78058e-05 3.64279e-05 3.63644e-05
threshold=-0.061629999999999997 -1.0000000180025095e-35 -0.082974999999999979 -0.0088349999999999974 0.081835000000000019 0.09141500000000001 -0.0021749999999999994
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -3 -1
right_child=1 5 -4 -5 -6 -7 -8
leaf_value=-0.029397856031745086 0.026065808568034934 -0.017739653096006162 -0.024491746983230544 0.013331585961135204 0.011541262925764725 0.0074160430702333371 -0.0046766753345869119
leaf_weight=0.001003220531855805 0.0011442909372947679 0.0010444322279819526 0.0010138835676989696 0.0018661359605559266 0.0012676432702434315 0.0012825482416282282 0.0014624131181829422
leaf_count=549 267 158 967 588 269 159 164
internal_value=0 0.00599505 -0.00327443 0.00056738 -0.00581301 -0.00387473 -0.0147353
internal_weight=0 0.00347127 0.0066133 0.00559941 0.00373328 0.00232698 0.00246563
internal_count=3121 584 2537 1570 982 317 713
is_linear=0
shrinkage=0.1


Tree=4445
num_leaves=10
num_cat=0
split_feature=484 4 48 150 0 43 43 13 15
split_gain=0.000212269 0.000100551 8.70432e-05 0.000115211 8.81904e-05 0.000114611 0.000180172 8.21929e-05 2.68746e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 0.092475000000000016 0.086615000000000011 -0.10096999999999999 -0.074359999999999996 0.07827000000000002 -0.0034749999999999994 -0.015039999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 8 7 -7 -6 -2
right_child=1 -3 -4 -5 5 6 -8 -9 -10
leaf_value=-0.00086613739057791572 9.1509808534230623e-05 0.00048194953613479088 0.00039380022603055997 -0.00072502402759519599 0.00049579041209973115 -0.0010521731405537704 3.5791439797070097e-05 -0.00022567267241200539 0.0005078110222766374
leaf_weight=0.0010424298261734613 0.0012409628771968958 0.0018113770495264405 0.0016231236095491089 0.0010050636834607139 0.0011929707344795922 0.001110610321744602 0.0012370682115504486 0.0012362307726317228 0.0011474653702844527
leaf_count=515 136 346 242 195 343 865 164 203 112
internal_value=0 5.7557e-05 -2.09375e-05 -0.000103329 -1.61252e-05 -0.000169943 -0.000478889 0.000128635 0.000291512
internal_weight=0 0.0116049 0.0097935 0.00817037 0.00716531 0.00477688 0.00234768 0.0024292 0.00238843
internal_count=3121 2606 2260 2018 1823 1575 1029 546 248
is_linear=0
shrinkage=0.00196078


Tree=4446
num_leaves=9
num_cat=0
split_feature=484 15 42 52 42 3 15 1
split_gain=0.00020304 8.66316e-05 0.000220188 0.000105084 0.000176082 0.0001404 0.000128663 9.06135e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.083995000000000014 0.10744000000000002 0.083935000000000023 -0.086049999999999988 -0.016799999999999995 0.11181500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 -2 7 -7
right_child=1 2 -4 -5 -6 6 -8 -9
leaf_value=-0.00084823801774795184 0.00089412926282126282 -0.00070791360096762485 0.00042354022703809077 0.00062133910915188214 -0.00047817884772071562 0.00011989439897418685 0.00057164555385623937 -0.00058796984174389619
leaf_weight=0.0010268194624888935 0.0010080394854976643 0.0016074299386135921 0.0011234383565686494 0.0015464213990864428 0.001772504909411516 0.0018185348634348418 0.0013980675208439862 0.0011256194016520049
leaf_count=515 253 588 493 251 471 302 99 149
internal_value=0 6.20958e-05 -0.00024245 0.000158031 5.74418e-05 0.000234889 8.18477e-05 -0.000150739
internal_weight=0 0.0114001 0.00273087 0.00866919 0.00712277 0.00535026 0.00434222 0.00294415
internal_count=3121 2606 1081 1525 1274 803 550 451
is_linear=0
shrinkage=0.00196078


Tree=4447
num_leaves=7
num_cat=0
split_feature=4 49 3 133 15 2
split_gain=2.01373e-05 2.82774e-05 3.54891e-05 9.62527e-05 4.79499e-05 3.28651e-05
threshold=0.27287000000000006 0.0034800000000000005 -0.08824499999999999 0.076280000000000014 -0.053579999999999996 0.080205000000000012
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=-0.015912495666296402 0.010107941486238718 0.013321781228209637 0.0042217723265810551 0.024110132133738887 -0.0052001571815224008 -0.029001707441156679
leaf_weight=0.0019234363947332189 0.0016223740148998524 0.0010494138358649917 0.0019566616595878637 0.0012629610821037283 0.0011670989002337173 0.0011534948528306298
leaf_count=562 352 617 333 500 251 506
internal_value=0 -0.00204841 -0.00420951 -0.000146507 -0.00730885 -0.0170312
internal_weight=0 0.00851307 0.00746365 0.00554022 0.00427726 0.00232059
internal_count=3121 2769 2152 1590 1090 757
is_linear=0
shrinkage=0.1


Tree=4448
num_leaves=9
num_cat=0
split_feature=0 3 1 2 3 12 4 4
split_gain=1.77411e-05 6.16246e-05 4.79544e-05 6.29351e-05 7.94922e-05 4.23483e-05 3.97921e-05 1.76876e-05
threshold=-0.060129999999999996 0.076840000000000006 0.083135000000000014 0.089775000000000008 0.088060000000000013 0.088305000000000008 -0.27825499999999997 0.057560000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=2 6 -1 5 -5 -4 -2 -6
right_child=1 -3 3 4 7 -7 -8 -9
leaf_value=-0.021105619381438005 0.00020280554098893469 -0.013497064458975489 -0.026610675102614775 0.033185765942257563 0.0083742532722661054 0.00097119812404524797 0.026492273514770678 -0.0095893096679755957
leaf_weight=0.0012118712558289533 0.0010252837967878979 0.0011274210347851019 0.0010494952069607169 0.0010046979818912811 0.0010756769259625543 0.0011854018603522846 0.0013131490737031959 0.0011176499229646197
leaf_count=1510 153 125 240 194 95 391 295 118
internal_value=0 0.00570692 -0.00311848 0.000893747 0.00989116 -0.0119811 0.0149657 -0.00077941
internal_weight=0 0.00346585 0.00664479 0.00543292 0.00319802 0.0022349 0.00233843 0.00219333
internal_count=3121 573 2548 1038 407 631 448 213
is_linear=0
shrinkage=0.1


Tree=4449
num_leaves=8
num_cat=0
split_feature=11 2 52 52 52 2 0
split_gain=1.92845e-05 3.1235e-05 5.68898e-05 5.58154e-05 5.02294e-05 7.29302e-05 3.24296e-05
threshold=0.078065000000000009 0.089885000000000007 -0.013374999999999998 -0.066844999999999988 0.10347000000000002 0.10731 -0.10151999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -4 -5
right_child=-2 2 4 6 -6 -7 -8
leaf_value=-0.022324974183798682 -0.012618183527801849 0.020143716254176668 0.0064666328962109595 0.015976403124932349 0.014604446219989523 -0.030401021374191674 -0.0074613386287363335
leaf_weight=0.0012976707284337308 0.0010940090257456807 0.0019123440444161776 0.0011564186988892427 0.0011064201698020356 0.0012419907884267199 0.0010010075432930273 0.0012656726997106243
leaf_count=365 211 501 261 119 328 193 1143
internal_value=0 0.001444 0.00634569 -0.0056509 -0.0014164 -0.0106393 0.00347078
internal_weight=0 0.00898152 0.00531176 0.00366976 0.00339942 0.00215743 0.00237209
internal_count=3121 2910 1283 1627 782 454 1262
is_linear=0
shrinkage=0.1


Tree=4450
num_leaves=9
num_cat=0
split_feature=41 52 13 52 0 52 3 16
split_gain=0.000104937 7.30885e-05 7.45542e-05 9.24109e-05 6.22992e-05 6.18931e-05 9.03036e-05 5.28314e-05
threshold=1.0000000180025095e-35 0.15915500000000002 -0.0034749999999999994 -0.013374999999999998 -0.084269999999999984 -0.0064899999999999992 -0.0087149999999999988 0.0065250000000000004
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 7 -7 -4
right_child=-2 -3 5 4 -6 6 -8 -9
leaf_value=0.00069376441497032094 -0.00061562980662364692 -0.00042767059902563444 -0.0005353032009585045 -0.00025883987293752014 0.00036141558895724655 -0.00018097461246976469 0.0005036766777518594 1.495339052204674e-05
leaf_weight=0.0014866122117063903 0.0010069626495634735 0.0011206355087002495 0.0013376988216113198 0.0011506748308185493 0.0013565871436193155 0.0015245035830681133 0.0014405601166475081 0.0013457015396002351
leaf_count=652 173 351 155 584 514 330 86 276
internal_value=0 4.62953e-05 0.00010138 0.000306422 7.67575e-05 -4.35997e-05 0.00015166 -0.000259354
internal_weight=0 0.010763 0.00964234 0.00399387 0.00250726 0.00564846 0.00296506 0.0026834
internal_count=3121 2948 2597 1750 1098 847 416 431
is_linear=0
shrinkage=0.00196078


Tree=4451
num_leaves=8
num_cat=0
split_feature=50 4 12 3 2 1 3
split_gain=1.78992e-05 3.37975e-05 4.069e-05 5.34126e-05 5.75011e-05 5.06414e-05 4.81013e-05
threshold=0.088425000000000017 0.27834500000000006 -0.029094999999999999 0.10542000000000001 0.093175000000000022 0.077565000000000009 -0.074084999999999998
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=-0.019129671998063681 -0.011792485541794975 0.016398067192142613 -0.015531460447336193 0.017390439188858301 -0.021816232055775448 0.024277697818628131 -0.0029859842907638458
leaf_weight=0.0010751509211149564 0.0011558328817306033 0.0012908209037563335 0.0010508854597402056 0.0016551111570299037 0.0012582853018506274 0.0012803204260102461 0.0013084822433602455
leaf_count=213 560 315 911 106 593 257 166
internal_value=0 0.00143357 -0.00109867 0.00185964 -0.00338848 0.00298222 0.0104976
internal_weight=0 0.00891906 0.00762824 0.00655308 0.00489797 0.00363969 0.0025888
internal_count=3121 2561 2246 2033 1927 1334 423
is_linear=0
shrinkage=0.1


Tree=4452
num_leaves=8
num_cat=0
split_feature=0 3 0 15 16 42 47
split_gain=1.80831e-05 5.87291e-05 4.56332e-05 4.55533e-05 5.08466e-05 3.94491e-05 3.21052e-05
threshold=-0.060129999999999996 0.076840000000000006 -0.082974999999999979 -0.0088349999999999974 -0.095564999999999983 0.075730000000000006 0.088915000000000008
decision_type=2 2 2 2 2 2 2
left_child=2 5 3 4 6 -2 -1
right_child=1 -3 -4 -5 -6 -7 -8
leaf_value=0.017177086409909902 0.026157976242201494 -0.013026608751782459 -0.022604498407647392 0.013217193929755315 -0.019345220734288307 -0.00012714554702800132 -0.007504789707043125
leaf_weight=0.0010053339595849677 0.0013262504531152248 0.0011197861416987337 0.0010187617947235656 0.0018544282299251826 0.0016113444435052215 0.0010026234731949873 0.0011076657935737248
leaf_count=323 238 125 978 588 555 210 104
internal_value=0 0.00579284 -0.00314271 0.000411279 -0.00596505 0.0148417 0.00423848
internal_weight=0 0.00344866 0.00659753 0.00557877 0.00372434 0.00232887 0.002113
internal_count=3121 573 2548 1570 982 448 427
is_linear=0
shrinkage=0.1


Tree=4453
num_leaves=8
num_cat=0
split_feature=11 2 52 133 0 0 1
split_gain=1.91953e-05 3.10303e-05 0.000102981 9.90808e-05 8.9441e-05 8.80998e-05 2.59243e-05
threshold=0.078065000000000009 0.10912000000000001 0.084960000000000022 0.061605000000000007 -0.15090499999999998 -0.10607499999999999 0.095285000000000022
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 5 -3 -1 -7
right_child=-2 4 -4 -5 -6 6 -8
leaf_value=0.012710531270800489 -0.012623083750335698 -0.0093151006917777755 -0.02621570564745497 0.032070319853370305 0.028044673519048158 -0.028720291031459174 -0.006090883687901727
leaf_weight=0.0018977429442898889 0.0010857139210754827 0.0011952119872180623 0.0014025275543454565 0.0010306786564889415 0.0013814893336315604 0.0010011003989392957 0.001024140897792335
leaf_count=201 211 90 799 600 461 590 169
internal_value=0 0.00145836 -0.00229423 0.00447864 0.0107152 -0.00277047 -0.0172769
internal_weight=0 0.00893289 0.00635619 0.00495366 0.0025767 0.00392298 0.00202524
internal_count=3121 2910 2359 1560 551 960 759
is_linear=0
shrinkage=0.1


Tree=4454
num_leaves=10
num_cat=0
split_feature=484 41 3 50 3 47 3 3 2
split_gain=0.000164169 0.000112104 0.000140297 0.000105665 8.29174e-05 6.24404e-05 8.71334e-05 6.67603e-05 7.08373e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.12018999999999998 0.088280000000000011 -0.055119999999999995 0.092710000000000015 0.013900000000000001 0.10542000000000001 0.11389000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -6 -8 -9
right_child=1 -3 3 -5 5 -7 7 8 -10
leaf_value=-0.00076998130919831364 0.00068000806578803362 -0.00057156822583129415 -0.00040394534728965727 0.00062240195567913161 0.00063283036057960841 -0.00032369398974012195 -0.00031881813066227886 0.00057130181593540038 -0.00014368352516462178
leaf_weight=0.0010113333044182169 0.00145252380773151 0.0010030935020648698 0.0019510938612541688 0.0010032950112536911 0.0011582116685405494 0.0012722236813050482 0.001404294152138108 0.0011212054342339337 0.0010150855633068168
leaf_count=515 193 147 1253 362 277 76 104 89 105
internal_value=0 5.43739e-05 0.000114875 2.29053e-05 -5.30179e-05 6.16514e-05 0.000165986 1.32693e-05 0.000231568
internal_weight=0 0.011381 0.0103779 0.00892541 0.00792211 0.00597102 0.0046988 0.00354059 0.00213629
internal_count=3121 2606 2459 2266 1904 651 575 298 194
is_linear=0
shrinkage=0.00196078


Tree=4455
num_leaves=8
num_cat=0
split_feature=0 15 12 1 3 15 12
split_gain=1.75275e-05 5.42659e-05 4.53386e-05 4.85796e-05 7.70167e-05 5.60627e-05 3.07096e-05
threshold=-0.060129999999999996 -1.0000000180025095e-35 0.090995000000000006 0.094385000000000011 0.12178000000000001 -0.0063699999999999989 0.09141500000000001
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 -1 -3
right_child=1 6 -4 4 -6 -7 -8
leaf_value=-0.02553949125925092 0.023680912374193341 -0.015898170846485864 -0.018378072812999729 0.024947333612035865 -0.0088661099459823416 0.0055329520941880808 0.0072931899809764947
leaf_weight=0.0011050507899165903 0.0011291122774451678 0.0010321005927356425 0.0014989234489363483 0.0015676628699822209 0.0011811195602585284 0.0012236325340129672 0.0012780025058189478
leaf_count=621 259 158 813 267 141 706 156
internal_value=0 0.00571369 -0.00309629 0.00141506 0.0104181 -0.00921213 -0.00306817
internal_weight=0 0.00343922 0.00657639 0.00507747 0.00274878 0.00232868 0.0023101
internal_count=3121 573 2548 1735 408 1327 314
is_linear=0
shrinkage=0.1


Tree=4456
num_leaves=8
num_cat=0
split_feature=52 457 151 2 52 3 13
split_gain=1.97028e-05 3.6992e-05 4.73426e-05 8.94439e-05 0.000108589 6.11825e-05 7.49655e-05
threshold=-0.24456499999999998 0.045365000000000009 -0.0056149999999999993 0.10981000000000002 0.10160000000000001 -1.0000000180025095e-35 -0.077799999999999994
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=-0.012988489098838128 -0.020144530453596862 0.017312522633985493 0.014443686313409185 0.020918895012554041 -0.034079972180066594 0.02240248373509296 -0.020043013075853478
leaf_weight=0.0010548580945791463 0.0011204662633235241 0.0012641044912509725 0.0010827649205109348 0.0018224917424694634 0.0010184393032827924 0.001112755642458366 0.0015084230789302435
leaf_count=364 278 271 452 382 424 130 820
internal_value=0 0.00146302 -0.00115075 0.00210094 -0.0051614 0.00279007 -0.00563225
internal_weight=0 0.00892945 0.00766534 0.00654487 0.00472238 0.00370394 0.00259119
internal_count=3121 2757 2486 2208 1826 1402 1272
is_linear=0
shrinkage=0.1


Tree=4457
num_leaves=8
num_cat=0
split_feature=0 1 48 0 47 15 160
split_gain=1.94506e-05 5.88604e-05 4.03936e-05 7.40426e-05 6.89161e-05 9.38807e-05 0.000114495
threshold=0.041630000000000007 0.077565000000000009 0.086260000000000017 -0.18901999999999997 0.092530000000000015 1.0000000180025095e-35 -1.0000000180025095e-35
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=-0.021319931926265887 0.0092713256970192413 0.0026568451630276015 -0.028932205945026618 0.0087170556653249128 -0.014217773865975426 -0.0094145853395673686 0.046804492630523747
leaf_weight=0.0013384198961232897 0.0018243681302882236 0.0011461605408388253 0.0010353057425785961 0.001054301752801471 0.0011723873852004822 0.0011666054052703774 0.0012051250467119065
leaf_count=1554 252 216 64 236 144 381 274
internal_value=0 -0.00215559 0.00162766 -0.00993645 0.00677968 0.0137774 0.0252842
internal_weight=0 0.00811831 0.00677989 0.00208961 0.00469028 0.00351789 0.00235129
internal_count=3121 2869 1315 300 1015 871 490
is_linear=0
shrinkage=0.1


Tree=4458
num_leaves=8
num_cat=0
split_feature=41 3 1 133 3 3 3
split_gain=9.82736e-05 6.91723e-05 7.20317e-05 9.45815e-05 7.57807e-05 7.23031e-05 6.59486e-05
threshold=1.0000000180025095e-35 -0.12018999999999998 0.094825000000000007 0.076280000000000014 0.013900000000000001 0.083060000000000009 0.13524500000000003
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -4 -7
right_child=-2 2 5 -5 -6 6 -8
leaf_value=0.00042360503861025531 -0.00059781851371306207 -0.0007893125447801082 0.00042823417587795065 0.00017826258257465949 -0.00014153122207700817 -0.00028757123463704371 0.00034150285796384893
leaf_weight=0.0015559820980128982 0.0010121937899774556 0.0012117899953349703 0.0019977143387633666 0.0015979273641947541 0.0016259460816216847 0.0017774739622975488 0.0010018323049675454
leaf_count=221 173 1027 459 819 136 118 168
internal_value=0 4.12156e-05 -2.33683e-05 -0.000203296 -0.000418151 0.000143702 -6.08144e-05
internal_weight=0 0.0107687 0.00921268 0.00443566 0.00283774 0.00477702 0.00277931
internal_count=3121 2948 2727 1982 1163 745 286
is_linear=0
shrinkage=0.00196078


Tree=4459
num_leaves=8
num_cat=0
split_feature=11 43 12 13 15 48 3
split_gain=1.84133e-05 3.58634e-05 5.348e-05 4.49682e-05 6.53841e-05 4.83015e-05 8.96965e-06
threshold=0.078065000000000009 -0.04890499999999999 0.051320000000000005 -0.095304999999999987 -1.0000000180025095e-35 0.085845000000000019 -0.086554999999999979
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5 -4
right_child=-2 3 6 4 -6 -7 -8
leaf_value=0.026726302179803502 -0.012400419665220498 0.0095409149481214973 0.0065754766879668018 0.012090946140395143 -0.029051166422781716 -0.015066397919283698 -0.0067274021582678818
leaf_weight=0.0011872084288813583 0.0010780017253393453 0.0018255900503478147 0.001025650822136868 0.0013848940495889699 0.0011844951279578971 0.0012424901536984782 0.0010020455437624977
leaf_count=286 211 284 394 279 796 168 703
internal_value=0 0.00144191 0.00987049 -0.00336469 -0.00954546 -0.000751764 1.46951e-06
internal_weight=0 0.00885237 0.0032149 0.00563747 0.00381188 0.00262738 0.0020277
internal_count=3121 2910 1383 1527 1243 447 1097
is_linear=0
shrinkage=0.1


Tree=4460
num_leaves=9
num_cat=0
split_feature=47 47 52 457 52 15 2 3
split_gain=6.87928e-05 8.83895e-05 4.93393e-05 8.40324e-05 7.89164e-05 0.000101928 6.43326e-05 8.43919e-05
threshold=0.13148500000000005 0.10254000000000001 -0.088204999999999992 0.069910000000000014 0.11434500000000002 -0.10203999999999998 0.10097500000000002 -0.055119999999999995
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=-0.00031507219444297686 -0.00049485139555924577 0.00056649115961321275 -0.00046731597360891034 0.00053869052702025663 -0.0005167124818434897 5.5270585509137327e-05 -0.00015411103686251252 0.00073994940493781304
leaf_weight=0.0017895892996240672 0.0010166665680292923 0.0010948349228607603 0.0011088622367584795 0.0011350816743651761 0.0011050986721005884 0.0014978543568173568 0.0013184639117904155 0.0012866734930825465
leaf_count=612 65 187 277 193 437 1052 203 95
internal_value=0 3.96931e-05 -2.27156e-05 4.74932e-05 -4.07691e-05 6.01478e-05 0.000202699 0.000371647
internal_weight=0 0.0103365 0.00924162 0.00745203 0.00631695 0.00521185 0.00410299 0.00278453
internal_count=3121 3056 2869 2257 2064 1627 1350 1147
is_linear=0
shrinkage=0.00196078


Tree=4461
num_leaves=9
num_cat=0
split_feature=47 47 16 4 2 4 0 15
split_gain=4.57896e-05 0.000106879 4.49327e-05 6.61851e-05 8.53049e-05 6.82545e-05 8.37592e-05 7.80735e-05
threshold=0.13148500000000005 0.10254000000000001 -0.48836499999999994 0.055260000000000011 0.10981000000000002 -0.35136499999999998 -0.077999999999999986 -0.094549999999999981
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=0.00035137197618561591 -0.00040163835284295646 0.00061694246934722427 -0.00052285780307589533 -0.00043750374378054177 0.00043833342043914558 0.00024957918400119746 0.00044454229157378115 -0.0004312677117364798
leaf_weight=0.0010355915989397725 0.001012247627388955 0.0010867136160081581 0.0011869382413533221 0.0016161986614241829 0.0013814479689479818 0.00103794901534791 0.0012045078141234228 0.00172153834928255
leaf_count=228 65 187 166 368 265 175 423 1244
internal_value=0 3.54615e-05 -3.3342e-05 -8.22348e-05 5.6635e-06 -0.000110376 1.31335e-05 -0.000175175
internal_weight=0 0.0102709 0.00918417 0.00814858 0.00653238 0.00515093 0.003964 0.00275949
internal_count=3121 3056 2869 2641 2273 2008 1842 1419
is_linear=0
shrinkage=0.00196078


Tree=4462
num_leaves=8
num_cat=0
split_feature=1 42 48 49 0 12 15
split_gain=1.79791e-05 4.42607e-05 3.57381e-05 4.28151e-05 4.53893e-05 8.23232e-05 6.26616e-05
threshold=0.12500000000000003 0.091545000000000015 0.093265000000000015 -0.069799999999999987 -0.014954999999999998 0.089410000000000003 -0.0088349999999999974
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=-0.020354977820207669 0.010056424057138897 -0.021544455390307842 0.01648185601936495 -0.015859020697294751 -0.013470749265479892 0.031830918704474374 0.014663737948486891
leaf_weight=0.0010801366559209146 0.0014922020844880474 0.0010054063000561834 0.0012171045069271635 0.0014481131097732352 0.0014486773464061227 0.0010055458036056712 0.0012559285130092717
leaf_count=205 279 601 216 477 205 536 602
internal_value=0 -0.00184889 0.000807137 -0.00225098 0.00153998 0.00740201 -0.00168231
internal_weight=0 0.00846091 0.00745551 0.0062384 0.00515826 0.00370959 0.00270404
internal_count=3121 2842 2241 2025 1820 1615 1079
is_linear=0
shrinkage=0.1


Tree=4463
num_leaves=9
num_cat=0
split_feature=41 3 1 16 16 4 3 51
split_gain=0.000100105 7.52216e-05 7.97784e-05 6.10463e-05 8.06973e-05 5.31011e-05 0.000105281 1.33488e-05
threshold=1.0000000180025095e-35 -0.12018999999999998 0.094385000000000011 -0.36241499999999999 -0.056919999999999991 -0.083854999999999985 0.013900000000000001 -0.10942499999999998
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 7 6 -8 -9
leaf_value=0.00043945498743247887 -0.00060978440661253557 5.3843924834741198e-05 -0.00024545232002806482 0.00059668822628446702 0.00017026378278705087 -0.00078622343391259093 -1.5844846259335177e-05 -0.00014774107777879546
leaf_weight=0.0015377804125121667 0.0010027608255479001 0.0016931934144240471 0.0011629502065041517 0.0016205809536011147 0.0010066442351832528 0.0013197788753296323 0.0014114045880982973 0.0010234914768189611
leaf_count=221 173 381 206 200 92 1496 87 265
internal_value=0 3.79242e-05 -2.89152e-05 0.000145776 0.000270403 -0.000218977 -0.000388112 9.94186e-06
internal_weight=0 0.0107758 0.00923804 0.00481367 0.00365072 0.00442438 0.00273118 0.00203014
internal_count=3121 2948 2727 763 557 1964 1583 357
is_linear=0
shrinkage=0.00196078


Tree=4464
num_leaves=9
num_cat=0
split_feature=11 3 1 133 3 160 0 15
split_gain=5.93848e-05 7.89074e-05 5.97065e-05 9.98869e-05 9.25882e-05 6.12044e-05 0.000124043 0.000190166
threshold=0.081365000000000007 -0.12018999999999998 0.094825000000000007 0.076280000000000014 0.013900000000000001 -1.0000000180025095e-35 -0.20211999999999997 -0.053579999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -4 -7 -8
right_child=-2 2 5 -5 -6 6 7 -9
leaf_value=0.00045584093934253133 -0.00046056651766246794 -0.00081839852742171678 -0.00027607889651732676 0.00019870951387804638 -0.00010246528101182754 -0.000308788786053843 0.00091439687068225204 -0.00017087966807333735
leaf_weight=0.0014926411769770895 0.0010064642703290745 0.0012368750721085731 0.001140767335953031 0.0015854842265756257 0.0015837767550337944 0.0010964945868714437 0.0015449793879044379 0.0010376521422549622
leaf_count=178 178 1060 210 818 136 75 314 152
internal_value=0 3.75795e-05 -3.00893e-05 -0.000195066 -0.000416407 0.000120725 0.00024376 0.000478353
internal_weight=0 0.0107187 0.00922603 0.00440614 0.00282065 0.00481989 0.00367913 0.00258263
internal_count=3121 2943 2765 2014 1196 751 541 466
is_linear=0
shrinkage=0.00196078


Tree=4465
num_leaves=9
num_cat=0
split_feature=0 0 42 1 4 49 15 3
split_gain=1.95345e-05 3.77529e-05 6.04258e-05 4.53622e-05 5.58586e-05 4.60746e-05 4.84985e-05 2.85619e-05
threshold=1.0000000180025095e-35 -0.053834999999999994 0.091295000000000015 0.094385000000000011 -0.0016099999999999997 -0.0055299999999999993 -0.11713499999999999 -0.10831999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 -7 -2
right_child=7 -3 -4 5 -6 6 -8 -9
leaf_value=-0.0013978231644279451 0.020160321274138044 -0.020479512714124154 0.021804451334570193 -0.012668583520476629 -0.030845619073485472 -0.0020272614086083072 0.02868198598363841 -0.0031117829499708594
leaf_weight=0.0015858476148678349 0.0010499639255050841 0.0010037800576794742 0.0010963633123980843 0.0010462262499031979 0.0010847590760492346 0.0010435914292613265 0.00101391235166607 0.0010595634643405395
leaf_count=1197 169 203 567 171 385 148 125 156
internal_value=0 -0.00236421 0.000282356 -0.00380401 -0.0133591 0.00441765 0.0131059 0.00847132
internal_weight=0 0.00787448 0.0068707 0.00577434 0.00267061 0.00310373 0.0020575 0.00210953
internal_count=3121 2796 2593 2026 1582 444 273 325
is_linear=0
shrinkage=0.1


Tree=4466
num_leaves=10
num_cat=0
split_feature=484 47 47 4 3 4 0 4 2
split_gain=0.000190901 7.52807e-05 0.000116932 8.2926e-05 7.54452e-05 5.88234e-05 0.000125326 6.31756e-05 4.34661e-05
threshold=-1.0000000180025095e-35 0.13148500000000005 0.098400000000000015 0.27834500000000006 0.10732000000000001 -0.0029599999999999995 -0.11013499999999998 -0.084369999999999987 0.096540000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 -7 8 -2
right_child=1 -3 -4 -5 -6 6 -8 -9 -10
leaf_value=-0.0008105390783201662 -0.00050507457044214968 -0.00043694243456035109 0.00073635676603926259 0.0005428433289539936 0.00033422783727755717 5.2031553799259879e-05 -0.00088887504329669426 0.00028702720051767969 6.6923854725169191e-05
leaf_weight=0.0010358180511705365 0.001015322129171878 0.0010217610173652988 0.0010636884498881885 0.0011383199282130824 0.0017528918559187867 0.0011731538581043546 0.0010152859043088421 0.001792644249240511 0.0010278112357235492
leaf_count=515 349 55 144 285 106 130 330 1080 127
internal_value=0 6.99659e-05 0.000121868 4.85543e-05 -2.37938e-05 -0.000127969 -0.000384485 1.8382e-05 -0.000217327
internal_weight=0 0.0110009 0.00997912 0.00891543 0.00777711 0.00602422 0.00218844 0.00383578 0.00204313
internal_count=3121 2606 2551 2407 2122 2016 460 1556 476
is_linear=0
shrinkage=0.00196078


Tree=4467
num_leaves=11
num_cat=0
split_feature=484 47 47 4 4 43 16 2 12 1
split_gain=0.000191841 6.32301e-05 9.24808e-05 6.51041e-05 6.23531e-05 5.56383e-05 0.00010746 0.000176601 5.41482e-05 1.53011e-05
threshold=-1.0000000180025095e-35 0.13148500000000005 0.098400000000000015 0.27834500000000006 0.055260000000000011 -0.17390999999999998 0.15891500000000003 0.098260000000000014 0.084100000000000022 0.087325000000000014
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=-0.00083288343357317202 0.00044888165039167253 -0.00040572303263345928 0.00064965039260094165 0.00048078878287128072 -0.00042547865756770289 0.00024743443040695654 -0.00055331033510335956 0.00081226016745262911 -0.0004636643670658286 -9.0815334461768872e-05
leaf_weight=0.0010096904104337041 0.0011353233702542055 0.0010164718767597591 0.001079331567159089 0.0011339360428855565 0.0012387559155629486 0.0010025788956617076 0.0011743219828283195 0.0010545467081287925 0.0011080114159660037 0.0010554634458102875
leaf_count=515 141 55 144 285 204 169 265 232 997 114
internal_value=0 6.01709e-05 0.000107612 4.18988e-05 -2.21601e-05 5.43475e-05 -2.86794e-05 0.000117292 -0.000114188 7.39636e-05
internal_weight=0 0.0109987 0.00998227 0.00890294 0.007769 0.00653025 0.00539492 0.0042206 0.00316605 0.00205804
internal_count=3121 2606 2551 2407 2122 1918 1777 1512 1280 283
is_linear=0
shrinkage=0.00196078


Tree=4468
num_leaves=7
num_cat=0
split_feature=50 484 43 43 48 2
split_gain=2.2345e-05 3.42757e-05 4.52303e-05 5.14966e-05 4.63573e-05 4.95121e-05
threshold=0.088425000000000017 0.084040000000000017 -0.14968999999999996 -0.00067499999999999993 0.085875000000000021 0.10584500000000001
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=0.013741480372599158 -0.013183645431403497 0.018479351780527287 -0.02092055289940202 0.017671993385046086 -0.013544022065676786 -0.0084573079861592123
leaf_weight=0.0017021278955136601 0.0011522973679357279 0.0010614099072758379 0.0014810690410929552 0.0018891834221173021 0.0015574405787316782 0.0011770153256212253
leaf_count=212 560 323 1198 424 169 235
internal_value=0 0.00161885 -0.000673484 -0.0046927 0.000505499 0.00764179
internal_weight=0 0.00886825 0.00780684 0.00610471 0.00462364 0.0030662
internal_count=3121 2561 2238 2026 828 659
is_linear=0
shrinkage=0.1


Tree=4469
num_leaves=9
num_cat=0
split_feature=47 47 49 43 16 12 15 457
split_gain=5.46579e-05 9.31796e-05 5.08091e-05 6.08382e-05 0.000132722 6.16362e-05 0.000103202 5.93292e-05
threshold=0.13148500000000005 0.10254000000000001 -0.043469999999999995 -0.17390999999999998 0.15891500000000003 0.084100000000000022 -0.015039999999999998 0.085540000000000019
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 7 -4 5 6 -5 -1
right_child=-2 -3 3 4 -6 -7 -8 -9
leaf_value=-2.7841100032126378e-05 -0.00043100300339007219 0.00058320005224099178 0.00031395128287625186 -0.00019599713343412253 -0.00079455601106806733 -0.00032574114293002767 0.00056312129030410614 0.00057335127921312229
leaf_weight=0.0016118827079365035 0.0010435891585006381 0.0010867360883602883 0.0010830208287276582 0.0015661320898643048 0.0011313338573274625 0.0018224213137903564 0.001228749687128996 0.0010372018795359338
leaf_count=301 65 187 158 327 346 1398 229 110
internal_value=0 3.93695e-05 -2.29674e-05 -0.000112352 -0.000192666 -4.51909e-05 0.000137744 0.000207545
internal_weight=0 0.0105675 0.00948074 0.00683166 0.00574864 0.0046173 0.00279488 0.00264908
internal_count=3121 3056 2869 2458 2300 1954 556 411
is_linear=0
shrinkage=0.00196078


Tree=4470
num_leaves=8
num_cat=0
split_feature=49 42 52 15 15 2 4
split_gain=2.21142e-05 5.46211e-05 4.24992e-05 4.01056e-05 3.61792e-05 3.41374e-05 5.10681e-05
threshold=-0.043469999999999995 0.091545000000000015 -0.0064899999999999992 -0.016799999999999995 -0.040804999999999994 0.10613000000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=4 2 3 -2 -1 6 -4
right_child=1 -3 5 -5 -6 -7 -8
leaf_value=0.021288426145849568 -0.025186228678798175 -0.024183999645483893 0.022885841831957771 0.0028572829921131326 -0.0035174010456853174 -0.0066732932766775475 -0.0028590898626209265
leaf_weight=0.0011315385045919935 0.0010359639033047327 0.0010234625301262087 0.0017933460659033255 0.0010043834108328501 0.0012239449984911817 0.0014612995550745251 0.0013508739566719591
leaf_count=226 427 614 821 349 199 204 281
internal_value=0 -0.0026789 0.000632885 -0.0113815 0.00839894 0.00595552 0.0118249
internal_weight=0 0.00766933 0.00664587 0.00204035 0.00235548 0.00460552 0.00314422
internal_count=3121 2696 2082 776 425 1306 1102
is_linear=0
shrinkage=0.1


Tree=4471
num_leaves=8
num_cat=0
split_feature=1 457 2 2 1 12 3
split_gain=1.9216e-05 4.62093e-05 5.6715e-05 5.05926e-05 6.06421e-05 4.08732e-05 0.000101316
threshold=0.12500000000000003 0.087995000000000004 0.096540000000000015 0.086950000000000013 0.091900000000000023 0.092355000000000007 0.0068900000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -4
right_child=-2 -3 5 -5 -6 -7 -8
leaf_value=0.0086301807556538532 0.010356942722574336 0.018269761846110354 0.03334405899520098 -0.029764121929266432 -0.020167048675388238 -0.010234968920672147 -0.0094902640569340616
leaf_weight=0.0015032195375059491 0.0015023078910814105 0.0010008604244175403 0.0011612141716683096 0.0011993990707317697 0.0014239704952345301 0.0011543041139433444 0.0010528701934024165
leaf_count=823 279 146 267 731 358 392 125
internal_value=0 -0.00191205 -0.00460708 -0.0124663 -0.00537861 0.00502119 0.0129749
internal_weight=0 0.00849584 0.00749498 0.00412659 0.00292719 0.00336839 0.00221408
internal_count=3121 2842 2696 1912 1181 784 392
is_linear=0
shrinkage=0.1


Tree=4472
num_leaves=8
num_cat=0
split_feature=3 3 1 12 48 15 0
split_gain=1.97112e-05 3.37458e-05 5.9065e-05 6.16732e-05 7.30026e-05 4.9378e-05 5.09725e-05
threshold=0.13524500000000003 0.10893000000000001 0.11588000000000001 0.09334000000000002 0.091545000000000015 -0.094549999999999981 -0.070154999999999981
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=0.0138685364054566 0.010495066712682678 -0.018725335029321537 0.019230525962165651 -0.024803344852385976 0.024885128454266936 -0.023366623684149424 0.0034922638953730034
leaf_weight=0.0010081261225961318 0.0015020521885418985 0.0010487404460858274 0.0013647813231973333 0.0011356115287866593 0.0010188580492319116 0.0016466276930427511 0.0012376686295650229
leaf_count=207 192 72 263 700 187 1272 228
internal_value=0 -0.00193581 0.000439885 -0.00380116 0.00105508 -0.00518254 -0.0118413
internal_weight=0 0.00846041 0.00741167 0.00604689 0.00491128 0.00389242 0.0028843
internal_count=3121 2929 2857 2594 1894 1707 1500
is_linear=0
shrinkage=0.1


Tree=4473
num_leaves=9
num_cat=0
split_feature=47 47 16 4 2 4 52 4
split_gain=5.8522e-05 0.000103667 5.44865e-05 7.42673e-05 0.000100795 7.37523e-05 7.37031e-05 7.43633e-05
threshold=0.13148500000000005 0.10254000000000001 -0.48836499999999994 0.055260000000000011 0.10981000000000002 -0.35136499999999998 -0.085984999999999992 -0.0024449999999999997
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=0.00039325097696388359 -0.00045009742487565104 0.00061266954728804652 -0.00053626751580789574 -0.00044915360496021402 0.00047461036554932105 -0.00044627191724853877 0.00039544359055568122 -0.00024223224153932635
leaf_weight=0.001059345467971126 0.0010259540405213223 0.001091193315273002 0.0012127143685014075 0.0016666471148197451 0.0014322685491517106 0.0010032285713688894 0.001956575468603213 0.0010974894682429632
leaf_count=228 65 187 166 368 265 357 1265 220
internal_value=0 4.05091e-05 -2.57106e-05 -7.87431e-05 1.33664e-05 -0.000111989 1.48264e-05 0.000166292
internal_weight=0 0.0105195 0.00942827 0.00836892 0.00670228 0.00527001 0.00405729 0.00305406
internal_count=3121 3056 2869 2641 2273 2008 1842 1485
is_linear=0
shrinkage=0.00196078


Tree=4474
num_leaves=9
num_cat=0
split_feature=47 4 1 42 43 151 1 0
split_gain=5.52024e-05 8.85033e-05 8.87426e-05 4.95097e-05 8.27184e-05 0.000121547 0.000108724 5.67538e-05
threshold=0.13148500000000005 0.24564500000000003 0.111945 -1.0000000180025095e-35 -0.074359999999999996 -0.0038099999999999996 0.083835000000000007 -0.061629999999999997
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=-0.00043755493499361513 -0.00044075634883001852 7.9367735066198073e-06 0.00078431544486521449 9.8943063784855823e-06 0.00040347206613671708 3.1163483596992779e-05 -0.00063904690619428269 0.00066066524831451278
leaf_weight=0.0011366449415297604 0.0010188626794305567 0.0011811223823175116 0.0010869368568711783 0.0010357065428301629 0.0012188456785645063 0.0018286791192198841 0.0018948956764458275 0.0010252529118532836
leaf_count=784 65 147 264 661 133 528 421 118
internal_value=0 3.74669e-05 0.000380006 -5.79749e-05 3.63075e-06 -0.000133977 -0.000309901 0.000333629
internal_weight=0 0.0104081 0.00226806 0.00814002 0.00700338 0.00494242 0.00372357 0.00206096
internal_count=3121 3056 411 2645 1861 1082 949 779
is_linear=0
shrinkage=0.00196078


Tree=4475
num_leaves=8
num_cat=0
split_feature=4 15 151 16 16 1 2
split_gain=1.93286e-05 4.70738e-05 2.99769e-05 7.6345e-05 7.87938e-05 9.91611e-05 1.43606e-05
threshold=0.24564500000000003 -0.15026499999999995 -0.0071249999999999985 -0.088909999999999989 -0.056919999999999991 0.083835000000000007 0.098630000000000009
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=0.010484297207574177 0.022148455091815029 -0.0068914071527388559 -0.024859410690824698 0.025343456931502046 0.015956609781231115 -0.024817565292069285 -0.00045297424544044838
leaf_weight=0.0014597656952982053 0.0011563122003880276 0.0010791523519323766 0.0015293219722257315 0.0010275933156681056 0.0011199009218386556 0.0015927991267841168 0.0010181685870160461
leaf_count=463 266 160 501 675 409 431 216
internal_value=0 0.0081297 -0.00242547 -0.00542259 0.000824213 -0.00592912 0.00814221
internal_weight=0 0.00223546 0.00774755 0.00628778 0.00475846 0.00373087 0.00213807
internal_count=3121 426 2695 2232 1731 1056 625
is_linear=0
shrinkage=0.1


Tree=4476
num_leaves=10
num_cat=0
split_feature=41 4 3 133 1 2 16 43 16
split_gain=0.000120392 6.66307e-05 9.06491e-05 0.00011488 8.47556e-05 0.0001043 6.56706e-05 9.50744e-05 9.0502e-05
threshold=1.0000000180025095e-35 -0.49013999999999996 -0.12018999999999998 0.089755000000000015 0.094385000000000011 0.091185000000000002 -0.36241499999999999 -0.079584999999999975 -0.056919999999999991
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -6 -8 -9
right_child=-2 2 3 -5 6 -7 7 8 -10
leaf_value=-0.00043249113337062798 -0.00065756576504920783 0.00057474538006660047 -5.2142916816852712e-05 0.00063755818473937417 -0.00030253552054391325 -0.00082924634921207414 -0.00023834203441275355 0.00086798725371158177 0.00011773423482656189
leaf_weight=0.0010042968200939884 0.0010107562478873589 0.0013269118486289302 0.0019333897047123967 0.0010379343211083438 0.0011623594271711205 0.0010113949387374139 0.0011350477756698922 0.0010974715453169164 0.0014154018792743152
leaf_count=155 173 154 1019 614 173 382 145 122 184
internal_value=0 4.92233e-05 9.70285e-05 2.49384e-05 -5.70543e-05 -0.000319041 0.00010333 0.000232654 0.0004454
internal_weight=0 0.0111242 0.0101199 0.008793 0.00775507 0.00294478 0.00481028 0.00364792 0.00251287
internal_count=3121 2948 2793 2639 2025 1401 624 451 306
is_linear=0
shrinkage=0.00196078


Tree=4477
num_leaves=10
num_cat=0
split_feature=484 133 52 12 49 160 4 47 150
split_gain=0.000207771 9.19538e-05 0.000107351 0.000112477 9.77355e-05 0.000116091 0.000135213 7.54707e-05 7.09366e-05
threshold=-1.0000000180025095e-35 0.099660000000000012 0.077655000000000016 0.084100000000000022 -0.043469999999999995 -0.071139999999999995 0.053180000000000012 0.092530000000000015 0.089910000000000018
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 8 -6 -7 -8 -2
right_child=1 -3 3 -5 5 6 7 -9 -10
leaf_value=-0.00086009856007299287 0.0006768363470745129 -0.00045002782231214267 0.00085028806825929951 -1.0409986225668695e-05 0.00040982680899342771 -0.0007649199744525296 0.00036911948581241477 -0.00028941923613960702 1.1710865371228279e-05
leaf_weight=0.0010129636271561408 0.0012159766521302635 0.0011896354720065403 0.0013916057159450578 0.0010055381368895282 0.0011936370537907279 0.0014638028794581219 0.0011051611474850703 0.0016956255167750952 0.001250447815094701
leaf_count=515 159 411 186 576 217 568 227 91 171
internal_value=0 6.61753e-05 0.00012567 0.000489248 1.56907e-05 -0.000130687 -0.000281974 -2.95667e-05 0.000339626
internal_weight=0 0.0115114 0.0103218 0.00239714 0.00792465 0.00545823 0.00426459 0.00280079 0.00246642
internal_count=3121 2606 2195 762 1433 1103 886 318 330
is_linear=0
shrinkage=0.00196078


Tree=4478
num_leaves=11
num_cat=0
split_feature=484 41 4 12 15 160 42 15 1 0
split_gain=0.000174157 0.00014348 0.000140733 9.18442e-05 8.63809e-05 8.53167e-05 0.000128506 9.05584e-05 0.000143007 5.33513e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.27044500000000005 0.10645 -0.095869999999999983 -0.082299999999999984 -1.0000000180025095e-35 -0.022504999999999997 0.083835000000000007 -0.038659999999999993
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -7 -8 9 -9
right_child=1 -3 -4 -5 5 6 7 8 -10 -11
leaf_value=-0.00076930954855540577 -0.00036010271756480369 -0.00064821335128269165 0.00072028773091756043 -0.00051055301514905905 -0.00032614392197177793 -0.00026705488578247517 0.00082220261806910985 0.00084789140607532238 -0.00033877001577079104 0.00022066787672262036
leaf_weight=0.0010658206473367271 0.0012771764930207454 0.0010085958730782175 0.0013376926738188485 0.001034869257833357 0.0010328785761003628 0.0012790622733295726 0.0015487721434508687 0.0010704200547205799 0.001071828428362653 0.001016520052971918
leaf_count=515 216 147 295 204 347 515 281 280 288 33
internal_value=0 5.86784e-05 0.000125503 4.02396e-05 0.000108942 0.000194283 0.000284073 0.000433818 0.000243389 0.000542379
internal_weight=0 0.0116778 0.0106692 0.00933153 0.00829666 0.00701948 0.0059866 0.00470754 0.00315877 0.00208694
internal_count=3121 2606 2459 2164 1960 1744 1397 882 601 313
is_linear=0
shrinkage=0.00196078


Tree=4479
num_leaves=9
num_cat=0
split_feature=484 2 52 151 15 43 15 3
split_gain=0.000165534 5.56111e-05 7.44558e-05 7.62536e-05 0.000129364 0.000109506 6.85844e-05 6.80334e-05
threshold=-1.0000000180025095e-35 0.088850000000000012 -0.081429999999999989 -0.044604999999999992 -0.074054999999999996 0.07827000000000002 -0.055554999999999993 -0.078934999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=-1 6 -3 -4 -5 -6 -2 -8
right_child=1 2 3 4 5 -7 7 -9
leaf_value=-0.00076819862842352447 -0.0004425189778567489 0.00056509525224371652 -0.00040832718921486767 0.00063698379590829482 -0.00043707674088631617 0.00037561824999705743 -0.00024538153766930852 0.00035403347653705403
leaf_weight=0.0010227832936407178 0.0015711415141239178 0.0014387716502740188 0.0010592441774784564 0.0015148432603732101 0.0014678194318181789 0.0011267898841336539 0.0014029007965543766 0.0015132433412723715
leaf_count=515 347 395 145 331 349 81 752 206
internal_value=0 5.6187e-05 0.000170587 6.07707e-05 0.000181684 -8.41386e-05 -0.000112265 6.56665e-05
internal_weight=0 0.0110948 0.00660747 0.0051687 0.00410945 0.00259461 0.00448729 0.00291614
internal_count=3121 2606 1301 906 761 430 1305 958
is_linear=0
shrinkage=0.00196078


Tree=4480
num_leaves=10
num_cat=0
split_feature=484 133 42 43 3 133 48 16 16
split_gain=0.000148288 6.94218e-05 7.02293e-05 0.00010138 0.000127821 0.000103328 0.0001063 0.000119981 4.96455e-05
threshold=-1.0000000180025095e-35 0.099660000000000012 -0.098769999999999983 -0.074359999999999996 -0.078934999999999991 -0.0061299999999999992 0.086260000000000017 -0.094359999999999986 -0.095094999999999985
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -5 7 -7 -8
right_child=1 -3 3 5 -6 6 8 -9 -10
leaf_value=-0.00072860870869787995 -0.00037722599023577307 -0.00039919636914066258 0.00014661317796426355 -0.00052252481812285279 0.0010344518972954877 0.00079663881094857783 -0.00052191322924336338 4.0805271139627806e-05 9.4428366978066721e-05
leaf_weight=0.0010086064965685098 0.0010276200327996509 0.001154192868599759 0.0016244509855854522 0.0010799172248238398 0.0010117226403305556 0.0013927061961317164 0.0010028758106723447 0.0019214835043402682 0.0010069504427796389
leaf_count=515 164 411 429 661 286 156 61 343 95
internal_value=0 5.62851e-05 0.000108503 0.000163717 0.000487352 3.04934e-05 0.000142667 0.000358426 -0.000213118
internal_weight=0 0.0112219 0.0100677 0.00904011 0.00263617 0.00640393 0.00532402 0.00331419 0.00200983
internal_count=3121 2606 2195 2031 715 1316 655 499 156
is_linear=0
shrinkage=0.00196078


Tree=4481
num_leaves=10
num_cat=0
split_feature=147 11 13 52 151 2 0 43 16
split_gain=6.55154e-05 7.04968e-05 6.10829e-05 6.95704e-05 6.2902e-05 8.08355e-05 7.72575e-05 0.000100147 4.10269e-05
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.084034999999999985 0.092965000000000006 -0.0083949999999999979 0.096540000000000015 -0.053834999999999994 -0.074359999999999996 -0.071854999999999988
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 7 -6 -7
right_child=-2 -3 4 -5 5 8 -8 -9 -10
leaf_value=0.00044510520398290452 0.00046767954043384392 -0.00050983729356184797 -0.00053082819083293908 -0.0001883940859458567 0.00039639113730881211 0.00054967609496440475 -0.00066622111540546214 -0.00043301539737782517 1.4675908880489857e-05
leaf_weight=0.0019766868430014422 0.0010001691108901143 0.0011769229252922399 0.001116695157614536 0.0010055227449001633 0.0011325438098382576 0.0010515782782704063 0.0010124361243084271 0.0011066028722091857 0.0011578867954707126
leaf_count=620 183 230 213 182 362 171 125 681 354
internal_value=0 -5.70133e-05 -1.2663e-06 0.000231506 -0.0001068 -2.00935e-05 -0.000216741 -1.35077e-05 0.000269305
internal_weight=0 0.0107369 0.00955995 0.00298221 0.00657774 0.00546105 0.00325158 0.00223915 0.00220947
internal_count=3121 2938 2708 802 1906 1693 1168 1043 525
is_linear=0
shrinkage=0.00196078


Tree=4482
num_leaves=10
num_cat=0
split_feature=147 48 48 52 133 13 15 0 52
split_gain=7.15445e-05 7.51898e-05 0.000125379 9.34338e-05 0.000114904 0.000250786 0.000119948 8.05511e-05 9.31223e-05
threshold=1.0000000180025095e-35 0.11951500000000001 0.093265000000000015 0.11434500000000002 -0.0061299999999999992 -0.084034999999999985 -0.10091499999999999 -0.077999999999999986 -1.0000000180025095e-35
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=-0.00058712356018047075 0.00047762182339979698 -0.00056025872707023453 0.00059117558303510998 -0.00063474430847059783 0.00074800424334500596 0.00041488429858042104 -0.00064602887985989316 -0.00048687609407481122 0.00032284103515620475
leaf_weight=0.0011514922300232874 0.0010269222096914625 0.0010588902613148021 0.001173839717940048 0.0010677913466647319 0.0016416247011820243 0.0011570855188575897 0.0015698471423269893 0.0010455606309176639 0.0011430537139797481
leaf_count=699 183 107 237 432 398 134 437 306 188
internal_value=0 -6.35244e-05 -1.06629e-05 -9.1158e-05 -1.58613e-05 8.44569e-05 -0.000137145 -0.000307094 -6.39829e-05
internal_weight=0 0.0110092 0.0099503 0.00877646 0.00770866 0.00655717 0.00491555 0.00375846 0.00218861
internal_count=3121 2938 2831 2594 2162 1463 1065 931 494
is_linear=0
shrinkage=0.00196078


Tree=4483
num_leaves=9
num_cat=0
split_feature=41 3 42 3 13 49 47 1
split_gain=0.000114692 8.25742e-05 5.63443e-05 6.12926e-05 7.45303e-05 7.74823e-05 0.000138822 5.8369e-05
threshold=1.0000000180025095e-35 -0.12018999999999998 0.091295000000000015 -0.078934999999999991 -0.094514999999999988 -0.054984999999999992 0.092710000000000015 0.094465000000000007
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=0.00046005449794732779 -0.00064314481796790934 -0.00046393892763340916 0.00038106459813160308 0.00034358359527541301 -0.00056487440780280003 -4.8129578082537425e-05 -0.00054233443067355867 0.00052512321019618159
leaf_weight=0.0015815488030973173 0.0010157112947909623 0.0013453264184689799 0.0011565140664663099 0.001746691918904141 0.001185773827621449 0.0013046843371701021 0.0012244980563973868 0.0014328682984305783
leaf_count=221 173 1221 613 185 141 297 109 161
internal_value=0 4.55486e-05 -2.4219e-05 -8.11031e-05 -6.40039e-06 -0.000125152 6.44894e-06 0.000251918
internal_weight=0 0.0109779 0.00939636 0.00823984 0.00689452 0.00514782 0.00396205 0.00273755
internal_count=3121 2948 2727 2114 893 708 567 458
is_linear=0
shrinkage=0.00196078


Tree=4484
num_leaves=8
num_cat=0
split_feature=50 484 15 133 3 16 2
split_gain=1.94102e-05 3.08542e-05 3.51152e-05 0.000100702 7.88941e-05 7.5402e-05 6.26682e-05
threshold=0.088425000000000017 0.084040000000000017 0.088345000000000021 0.085895000000000013 -0.10519499999999998 -0.094359999999999986 0.079055000000000014
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=0.02340326061094548 -0.012196243717354312 0.017271593398152971 0.015162734479559254 -0.032303805137648141 -0.021305033030945504 -0.011740341272935717 0.018619010013986151
leaf_weight=0.0012940678873097858 0.0011794504538391792 0.0010839368294347602 0.0011861452931285861 0.00102874631286007 0.0016878843042609864 0.0011969009628582754 0.00157416754284211
leaf_count=216 560 323 497 429 298 192 606
internal_value=0 0.00144241 -0.000710954 -0.0034873 0.00166563 -0.00464302 0.00550597
internal_weight=0 0.00905185 0.00796791 0.00678177 0.00575302 0.00445895 0.00277107
internal_count=3121 2561 2238 1741 1312 1096 798
is_linear=0
shrinkage=0.1


Tree=4485
num_leaves=10
num_cat=0
split_feature=41 4 0 42 43 16 52 52 4
split_gain=0.000102122 7.59712e-05 0.000132056 0.000108668 0.000102777 7.27149e-05 0.000127766 0.000103008 7.65821e-05
threshold=1.0000000180025095e-35 -0.49013999999999996 -0.019414999999999998 0.091295000000000015 -0.09225499999999999 -0.27167499999999994 1.0000000180025095e-35 -0.057699999999999994 0.0052350000000000009
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 7 8 -7
right_child=-2 2 -4 -5 5 6 -8 -9 -10
leaf_value=-0.00046594621147097708 -0.00060447659515473989 -0.00065391655158530937 0.00060240057656248363 0.00057069788991627869 -0.0003712057186426642 -0.00015131836335269055 0.0006957731193058959 -0.0005007328549398529 0.00057052762547349812
leaf_weight=0.001002225785222576 0.0010039802825870551 0.0010552215658666073 0.0016765219564454327 0.001109315627000943 0.0014768387912545023 0.0011780260055466868 0.0011493033844176942 0.001281570208788978 0.0010859750681518135
leaf_count=155 173 317 178 579 207 353 605 451 103
internal_value=0 4.87565e-05 0.000100276 -7.07976e-07 -8.84173e-05 8.27013e-06 0.00012764 -5.65219e-05 0.00019493
internal_weight=0 0.011015 0.0100128 0.00833625 0.00722694 0.00617171 0.00469487 0.00354557 0.002264
internal_count=3121 2948 2793 2615 2036 1719 1512 907 456
is_linear=0
shrinkage=0.00196078


Tree=4486
num_leaves=8
num_cat=0
split_feature=11 160 52 13 4 12 0
split_gain=2.16806e-05 3.28335e-05 7.95932e-05 6.04377e-05 3.92126e-05 3.1376e-05 6.1173e-05
threshold=0.078065000000000009 -1.0000000180025095e-35 0.10347000000000002 -0.084034999999999985 -0.0024449999999999997 0.088485000000000022 -0.10011499999999998
decision_type=2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 6 -5
right_child=-2 2 -4 5 -6 -7 -8
leaf_value=-0.02355821578863089 -0.013339575875368648 0.015643400481088986 0.030156546674984533 -0.0011112455302870539 0.004270835558501487 0.0069010790510088101 -0.031012641088883935
leaf_weight=0.0010202379522753786 0.001106716978648903 0.0017990894662197297 0.0010461436801071132 0.0019043443012258542 0.0010051724994176343 0.0012744377698764896 0.0010678441578367954
leaf_count=578 211 458 200 195 347 657 475
internal_value=0 0.00148203 0.00468905 0.000282185 -0.00974719 -0.00622562 -0.0118542
internal_weight=0 0.00911727 0.00709186 0.00604572 0.00202541 0.00424663 0.00297219
internal_count=3121 2910 1985 1785 925 1327 670
is_linear=0
shrinkage=0.1


Tree=4487
num_leaves=10
num_cat=0
split_feature=147 52 11 13 1 0 4 1 4
split_gain=6.29726e-05 8.40707e-05 7.56046e-05 7.2237e-05 9.3688e-05 6.58751e-05 6.36909e-05 4.51941e-05 4.58452e-05
threshold=1.0000000180025095e-35 0.15915500000000002 1.0000000180025095e-35 -0.084034999999999985 0.087695000000000009 -0.019414999999999998 0.098655000000000007 0.087505000000000013 0.0061450000000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -5 -9
right_child=-2 -3 -4 5 -6 -7 -8 8 -10
leaf_value=4.9877132050643197e-05 0.00045657391160881908 -0.00057480082585929662 -0.00048803413433218924 0.0003265706974803346 0.00080599342339292431 0.00030741326200248257 -0.00050755362930034761 -0.00047516784340991219 9.5086382194490998e-05
leaf_weight=0.0017015239455376353 0.0010168616789060928 0.0010730327981507614 0.0010747185925645544 0.0010205828796513881 0.0010005016183692575 0.0014667695655153062 0.0014651822595654236 0.0010247956927253027 0.0011505604406293751
leaf_count=486 183 363 210 857 230 170 187 348 87
internal_value=0 -5.34744e-05 3.0043e-06 6.27702e-05 0.000329851 -5.49959e-05 -0.000169039 -1.38472e-05 -0.000173557
internal_weight=0 0.0109777 0.00990463 0.00882992 0.00270203 0.00612789 0.00466112 0.00319594 0.00217536
internal_count=3121 2938 2575 2365 716 1649 1479 1292 435
is_linear=0
shrinkage=0.00196078


Tree=4488
num_leaves=10
num_cat=0
split_feature=484 47 4 42 43 151 1 0 42
split_gain=0.000177266 6.49707e-05 0.000114905 6.25595e-05 9.28314e-05 7.53334e-05 0.000132891 2.81088e-05 1.08522e-05
threshold=-1.0000000180025095e-35 0.13148500000000005 0.24564500000000003 -1.0000000180025095e-35 -0.074359999999999996 -0.0038099999999999996 0.083835000000000007 -0.15202999999999997 0.088380000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 8 -6 -7 -4 -5
right_child=1 -3 7 4 5 6 -8 -9 -10
leaf_value=-0.0007883683197751725 -0.00041917370414822346 -0.00040042522708217841 0.00029729274466947967 0.00027771510542140348 0.00035767019263270057 0.00015509063643525159 -0.00058205806046808723 0.00074553411053469929 0.00056131382964652978
leaf_weight=0.0010311928256312866 0.0011633801229635156 0.0010655864416620831 0.0011295437973820538 0.001035365797282748 0.001180916496167821 0.0018983945969392839 0.0018629615347499377 0.001026832699834718 0.0010396981977801802
leaf_count=515 722 55 97 315 110 418 365 284 240
internal_value=0 6.05631e-05 0.000108084 1.9467e-06 7.17628e-05 -7.43686e-05 -0.000210012 0.000510738 0.000419811
internal_weight=0 0.0114027 0.0103371 0.00818072 0.00701734 0.00494227 0.00376136 0.00215638 0.00207506
internal_count=3121 2606 2551 2170 1448 893 783 381 555
is_linear=0
shrinkage=0.00196078


Tree=4489
num_leaves=11
num_cat=0
split_feature=484 41 3 1 133 3 3 1 43 48
split_gain=0.00020105 0.000156141 0.000133622 9.47811e-05 0.000128614 0.000125144 0.000103724 8.25222e-05 4.81156e-05 1.64682e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.12018999999999998 0.10089500000000001 0.083950000000000011 -0.028564999999999997 0.11296500000000002 0.086560000000000012 -0.080084999999999976 0.081805000000000017
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 8 -7 -5 -8
right_child=1 -3 3 6 -6 7 9 -9 -10 -11
leaf_value=-0.00081929548086167572 0.00067324488158279139 -0.00066518067689879377 -0.00091482821709500041 0.00024532107036644309 0.00029777879876306297 0.00025477637842596435 -0.00023954280439882425 -0.00048121673699505761 0.00081781650159567978 0.00011438316891346978
leaf_weight=0.001077436570319292 0.0015188853820949444 0.0010296033529036764 0.0010576226625165878 0.0010602632031134285 0.001761819675322151 0.001207050917629013 0.0010005617388562163 0.001137832686127771 0.0012068963360365769 0.0010214728585264399
leaf_count=515 193 147 914 164 614 93 119 98 189 75
internal_value=0 6.49116e-05 0.00013342 4.66874e-05 -0.000132239 -0.000354903 0.000262121 -0.000102357 0.000550082 -6.07497e-05
internal_weight=0 0.012002 0.0109724 0.00945352 0.00516433 0.00340251 0.00428919 0.00234488 0.00226716 0.00202203
internal_count=3121 2606 2459 2266 1719 1105 547 191 353 194
is_linear=0
shrinkage=0.00196078


Tree=4490
num_leaves=8
num_cat=0
split_feature=1 42 16 1 13 16 4
split_gain=2.13217e-05 5.02213e-05 4.06456e-05 3.90883e-05 3.17588e-05 8.24524e-05 1.39782e-05
threshold=0.12500000000000003 0.091735000000000025 -0.25582999999999995 0.107145 -0.033284999999999988 -0.0064149999999999997 -0.083854999999999985
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=0.014034870535518129 0.01069186641835649 -0.023000169592108287 -0.00095417232555693925 -0.020697693150269883 -0.0067902654849614193 0.02779689237505728 -0.017366660390439208
leaf_weight=0.0017637706351575841 0.0015471706065788371 0.0010113520164490618 0.0010717291296947935 0.0010560305201211305 0.0016854140918775985 0.0011661291570050241 0.0010060370608992973
leaf_count=234 279 583 107 159 669 334 756
internal_value=0 -0.00204192 0.000693387 -0.0032381 0.00050235 0.00735404 -0.00890096
internal_weight=0 0.00876046 0.00774911 0.00598534 0.00492931 0.00285154 0.00207777
internal_count=3121 2842 2259 2025 1866 1003 863
is_linear=0
shrinkage=0.1


Tree=4491
num_leaves=9
num_cat=0
split_feature=41 4 0 42 15 151 16 1
split_gain=9.61108e-05 7.42762e-05 0.000126775 7.78589e-05 0.00010147 9.90359e-05 0.000155856 0.000142033
threshold=1.0000000180025095e-35 -0.49013999999999996 -0.019414999999999998 0.091295000000000015 1.0000000180025095e-35 -0.044604999999999992 -0.11227499999999999 0.11146500000000002
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=-0.00045913559300200964 -0.00058511681926475066 -0.00040513042832688505 0.00058240591240348515 0.00049157363218903759 -0.00046909233784212412 0.00079530720203871603 0.00027753006426384057 -0.00063070003555900517
leaf_weight=0.0010149406313540122 0.0010097444953637404 0.0013306079781271098 0.0017194282705003837 0.0010729389133212171 0.0018640748410953759 0.0012295147252095527 0.0019136683654568209 0.0010121248273258221
leaf_count=155 173 378 178 579 810 252 502 94
internal_value=0 4.66009e-05 9.72097e-05 -1.83657e-06 -7.38637e-05 6.04321e-05 0.000209514 -3.66556e-05
internal_weight=0 0.0111573 0.0101424 0.00842293 0.00734999 0.00548592 0.00415531 0.00292579
internal_count=3121 2948 2793 2615 2036 1226 848 596
is_linear=0
shrinkage=0.00196078


Tree=4492
num_leaves=8
num_cat=0
split_feature=1 13 3 52 3 0 15
split_gain=2.06386e-05 5.72012e-05 5.24185e-05 3.6998e-05 0.000103595 4.82875e-05 5.36379e-05
threshold=0.10781 -0.061684999999999997 0.11296500000000002 0.10160000000000001 0.090900000000000009 -0.084269999999999984 0.035560000000000008
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=-0.019403942597381152 0.024205884531942799 0.010320780091309311 -0.019081490016511431 -0.018124475700360989 0.025328500961178019 -0.011688442541892691 0.019526166326212027
leaf_weight=0.0018424202513481155 0.0011653378151133733 0.0013698488154782881 0.0010878939023195588 0.001361518021881958 0.0012656400144204841 0.0012115485234962509 0.0010089323465684065
leaf_count=925 305 217 62 491 127 476 518
internal_value=0 0.00595827 -0.00269382 -0.00341264 0.000346439 -0.00743576 0.00249471
internal_weight=0 0.00362308 0.00245774 0.00669006 0.00532854 0.0040629 0.00222048
internal_count=3121 584 279 2537 2046 1919 994
is_linear=0
shrinkage=0.1


Tree=4493
num_leaves=8
num_cat=0
split_feature=1 0 15 47 16 16 1
split_gain=1.80519e-05 6.47622e-05 3.86985e-05 6.56923e-05 6.84229e-05 0.000113991 4.69102e-05
threshold=0.077565000000000009 0.062580000000000011 1.0000000180025095e-35 0.087235000000000021 -0.095564999999999983 -0.008904999999999998 0.12337000000000002
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=-0.021208553902593467 0.036174887430232387 0.0082092587372315298 -0.011848791509710794 -0.019067806399802292 -0.016696303799597655 0.027705341419463056 0.0088825983569306623
leaf_weight=0.0015116730115851949 0.0010696789262149582 0.0014819939131833983 0.001481131218790406 0.0013162354335017317 0.0011520042230064398 0.0011607936966797122 0.0011042163540824776
leaf_count=1565 265 71 433 217 194 298 78
internal_value=0 -0.00664547 0.00257857 0.00626099 0.0152614 0.00558889 -0.00631676
internal_weight=0 0.00299367 0.00728406 0.00580293 0.00338248 0.0023128 0.00242045
internal_count=3121 1636 1485 1052 757 492 295
is_linear=0
shrinkage=0.1


Tree=4494
num_leaves=8
num_cat=0
split_feature=14 15 42 4 2 3 12
split_gain=2.02188e-05 4.10945e-05 2.62412e-05 8.01597e-05 3.81413e-05 4.83113e-05 9.6067e-05
threshold=-1.0000000180025095e-35 -0.10653 0.091295000000000015 0.08184000000000001 0.10981000000000002 0.083060000000000009 0.079890000000000017
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=-0.013499611110022175 0.017394756733621286 0.026325107672649187 0.01241437295165145 -0.028995084710103904 0.017420886500020234 -0.018172419699149126 -0.010123716817361798
leaf_weight=0.0010139010837119751 0.0013648328609648713 0.0011795551243273285 0.0011697726993392631 0.0010636734911778955 0.0011237097951448862 0.0014540013273035904 0.0018687050701967313
leaf_count=161 388 174 569 159 191 145 1334
internal_value=0 0.00137774 -0.00140371 -0.00381998 0.000939744 -0.00317375 0.00398052
internal_weight=0 0.00922425 0.00785942 0.00668964 0.00562597 0.00450226 0.00304826
internal_count=3121 2960 2572 2003 1844 1653 1508
is_linear=0
shrinkage=0.1


Tree=4495
num_leaves=9
num_cat=0
split_feature=147 52 11 13 1 0 4 48
split_gain=6.79655e-05 7.50579e-05 7.62735e-05 7.85126e-05 7.70565e-05 5.56334e-05 6.34832e-05 3.97469e-05
threshold=1.0000000180025095e-35 0.15915500000000002 1.0000000180025095e-35 -0.084034999999999985 0.08776500000000001 -0.019414999999999998 0.098655000000000007 0.085845000000000019
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 5 -6 -7 -8 -9
leaf_value=7.6097495726358292e-05 0.00046589850323605338 -0.0005577578123947438 -0.00050141544472478061 0.0001580460937333764 0.00076588057982416365 0.00026924873467288707 -0.00050386959527531645 -0.00029049122052603844
leaf_weight=0.0016459347633031168 0.001042295406373738 0.0010454241472003098 0.0010626973567547391 0.001972087376048098 0.0010015204362076148 0.0014481273415177668 0.0014957179033277626 0.0012353835212249634
leaf_count=487 183 363 210 1050 229 170 187 242
internal_value=0 -5.81813e-05 -5.22072e-06 5.47086e-05 0.000337039 -6.68032e-05 -0.000170275 -1.47117e-05
internal_weight=0 0.0109069 0.00986147 0.00879877 0.00264746 0.00615132 0.00470319 0.00320747
internal_count=3121 2938 2575 2365 716 1649 1479 1292
is_linear=0
shrinkage=0.00196078


Tree=4496
num_leaves=8
num_cat=0
split_feature=49 42 2 3 13 15 1
split_gain=2.01537e-05 5.6984e-05 3.79382e-05 5.70842e-05 7.29222e-05 6.7182e-05 3.09903e-05
threshold=-0.043469999999999995 0.091545000000000015 0.11389000000000002 -0.078934999999999991 -0.0039049999999999992 -0.016799999999999995 0.098220000000000016
decision_type=2 2 2 2 2 2 2
left_child=6 2 3 4 -2 -5 -1
right_child=1 -3 -4 5 -6 -7 -8
leaf_value=-0.0023318376955349298 -0.027936477457790501 -0.024350765067157339 -0.014300466777942803 -0.0027028202891703815 0.010067741647298201 0.025325396461414865 0.020523497674336914
leaf_weight=0.0013218376677335869 0.0010057971422365059 0.0010398991905403859 0.001338717122863646 0.0015952730177074036 0.0010137920180226313 0.0018433835888896632 0.0010763603542140892
leaf_count=216 905 614 248 309 397 223 209
internal_value=0 -0.00255023 0.000785141 0.00448511 -0.00885914 0.0123225 0.0079261
internal_weight=0 0.00783686 0.00679696 0.00545825 0.00201959 0.00343866 0.0023982
internal_count=3121 2696 2082 1834 1302 532 425
is_linear=0
shrinkage=0.1


Tree=4497
num_leaves=8
num_cat=0
split_feature=52 457 151 2 52 2 42
split_gain=1.95126e-05 4.34918e-05 5.15056e-05 7.92112e-05 0.000113342 7.7013e-05 3.54189e-05
threshold=-0.24456499999999998 0.045365000000000009 -0.0077149999999999988 0.10981000000000002 0.10160000000000001 0.09142500000000002 0.084050000000000014
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=-0.012824806779185793 -0.022376612019870012 0.018297839938700457 0.0024353731680261705 0.019237963581460904 -0.034656040519427632 0.023471539488737411 -0.021180360208788447
leaf_weight=0.0010756884819960065 0.0010187560649454952 0.0013073196868712304 0.001638261119438141 0.0018731681521790555 0.0010172209465350397 0.0012348947252136958 0.0010371418111663391
leaf_count=364 267 271 653 383 426 273 484
internal_value=0 0.00141513 -0.00140747 0.00173375 -0.00492037 0.00281503 -0.00671946
internal_weight=0 0.00912676 0.00781944 0.00680069 0.00492752 0.0039103 0.0026754
internal_count=3121 2757 2486 2219 1836 1410 1137
is_linear=0
shrinkage=0.1


Tree=4498
num_leaves=10
num_cat=0
split_feature=484 133 15 42 3 3 151 0 1
split_gain=0.00017435 6.73235e-05 6.87791e-05 0.000263964 9.11584e-05 0.000105104 0.000119643 9.16512e-05 4.5229e-05
threshold=-1.0000000180025095e-35 0.099660000000000012 1.0000000180025095e-35 0.083995000000000014 -0.13309499999999996 -0.075944999999999985 -0.044604999999999992 -0.13027499999999997 0.10389500000000002
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=-0.00079031553352490111 0.0006658129896110924 -0.00039627920566600227 -0.0008030811239470374 0.00054027239145185558 -0.0004633485483236303 -0.00036791322087333382 0.00068472929291291942 -0.00017171248372537429 0.00037573475094007154
leaf_weight=0.0010097894485507847 0.0013373558018985746 0.0011140160027025428 0.0012285943528269237 0.0010370800672103934 0.0010526052416191681 0.0010775824931825865 0.0018907911868606062 0.0011554469648182193 0.0011654741563417552
leaf_count=515 190 411 488 324 489 169 147 212 176
internal_value=0 6.08211e-05 0.000112025 -0.00018818 0.000200597 0.000102494 0.0002151 0.000364266 0.000103194
internal_weight=0 0.0110589 0.00994493 0.00226567 0.00767926 0.0063419 0.00528929 0.00421171 0.00232092
internal_count=3121 2606 2195 812 1383 1193 704 535 388
is_linear=0
shrinkage=0.00196078


Tree=4499
num_leaves=9
num_cat=0
split_feature=11 43 52 2 42 2 3 4
split_gain=8.59945e-05 7.33937e-05 9.43528e-05 8.60731e-05 0.000108611 5.44403e-05 0.000102438 8.55234e-05
threshold=0.081790000000000015 -0.04890499999999999 -0.088204999999999992 0.096540000000000015 0.088200000000000014 0.10613000000000002 0.0041950000000000008 0.058735000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 -4 -7
right_child=-2 2 5 -5 -6 7 -8 -9
leaf_value=-0.00022411124215014202 -0.00055573233008004346 -0.00062954971720185278 -0.00020180773116759967 0.00071030471925905903 0.00054800581513476563 0.00016330282877357696 0.00047364315098430789 -0.00056755586833127892
leaf_weight=0.0018102457300670238 0.0010089289184493895 0.001024589408044241 0.0015596738028427056 0.0011333187405379659 0.0011424916902339169 0.0012096511114006578 0.0019332613342081945 0.0012534076602383065
leaf_count=697 175 215 884 392 318 119 151 170
internal_value=0 4.22395e-05 -7.99285e-05 0.00025095 7.46411e-05 1.4621e-05 0.000172039 -0.000208618
internal_weight=0 0.0110666 0.00698058 0.00408606 0.00295274 0.00595599 0.00349294 0.00246306
internal_count=3121 2946 1539 1407 1015 1324 1035 289
is_linear=0
shrinkage=0.00196078


Tree=4500
num_leaves=7
num_cat=0
split_feature=1 0 15 15 3 2
split_gain=1.85765e-05 5.08334e-05 3.36191e-05 5.42348e-05 5.67402e-05 7.07927e-05
threshold=0.077565000000000009 0.062580000000000011 1.0000000180025095e-35 -0.018314999999999994 0.097915000000000016 0.089885000000000007
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=-0.019657707111928335 -0.0019119096637995048 0.0064935055944763433 -0.010829415577021023 0.027221868049794585 -0.012779734358729884 0.029642190611092484
leaf_weight=0.0015056731904937498 0.0019023862465101585 0.0014680126364892013 0.0014764317267918796 0.0010026865964663217 0.0017365563884676923 0.0011353438846276294
leaf_count=1565 375 71 433 228 210 239
internal_value=0 -0.0067477 0.00263742 0.00607916 0.00163881 0.00988135
internal_weight=0 0.00297369 0.0072534 0.00577697 0.00477429 0.00303773
internal_count=3121 1636 1485 1052 824 614
is_linear=0
shrinkage=0.1


Tree=4501
num_leaves=7
num_cat=0
split_feature=11 43 13 2 43 15
split_gain=2.08198e-05 3.44845e-05 5.75199e-05 4.61294e-05 3.82494e-05 7.13675e-05
threshold=0.078065000000000009 -0.04890499999999999 -0.0034749999999999994 0.089885000000000007 0.05259500000000001 -0.074054999999999996
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=0.022205983405989491 -0.012980103136564459 -0.01706378151996682 -0.0044018364210324911 0.010133809899967759 0.017026918698132752 -0.021637845211009699
leaf_weight=0.001733031598185084 0.0011145513502461612 0.0016840097124343704 0.0015294880705565754 0.0016093418899993156 0.0012686574354578545 0.0012609531483769351
leaf_count=1020 211 823 363 211 230 263
internal_value=0 0.00150144 0.00973208 -0.00311007 0.00256726 -0.00382384
internal_weight=0 0.00908548 0.00326252 0.00582296 0.00413895 0.0028703
internal_count=3121 2910 1383 1527 704 474
is_linear=0
shrinkage=0.1


Tree=4502
num_leaves=9
num_cat=0
split_feature=484 42 43 3 133 16 48 12
split_gain=0.000160752 5.3759e-05 9.21502e-05 0.000154459 0.000123325 0.000118452 0.00017676 5.95023e-05
threshold=-1.0000000180025095e-35 -0.095859999999999987 -0.074359999999999996 -0.079864999999999978 -0.0061299999999999992 0.22339500000000004 0.086260000000000017 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 6 7 -6
right_child=1 2 4 -5 5 -7 -8 -9
leaf_value=-0.00075784959526081525 -0.00035488729885181419 7.8095521856990296e-05 -0.00062836246220555057 0.001024133107523412 0.00031884317062411507 -0.00050308327777716269 -0.00024435399782509663 0.00090344368240200044
leaf_weight=0.001001701921523831 0.0010683133902696451 0.0019693091331574302 0.0010693467826511319 0.0010006911559358013 0.0018582572805753087 0.0010407533306135983 0.0018630673454196056 0.0010462724798826495
leaf_count=515 210 505 655 325 209 176 158 368
internal_value=0 6.28869e-05 0.000108209 0.000396847 -1.64343e-05 9.62248e-05 0.000227052 0.000529429
internal_weight=0 0.010916 0.0098477 0.00297 0.0068777 0.00580835 0.0047676 0.00290453
internal_count=3121 2606 2396 830 1566 911 735 577
is_linear=0
shrinkage=0.00196078


Tree=4503
num_leaves=9
num_cat=0
split_feature=1 42 51 42 13 0 48 15
split_gain=2.03198e-05 4.44879e-05 3.74779e-05 6.5631e-05 5.22766e-05 0.000123686 3.2834e-05 6.43251e-05
threshold=0.12500000000000003 0.091735000000000025 -0.076794999999999988 -1.0000000180025095e-35 -0.13710499999999998 -0.074229999999999977 0.085700000000000012 -0.094549999999999981
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 7 -6
right_child=-2 -3 3 4 5 -7 -8 -9
leaf_value=-0.016570065569788857 0.010504557449828112 -0.021758563346470038 -0.019332157681340608 -0.010052155742317917 0.029163347048480656 0.04331255744781734 -0.010277736839850166 -0.0058540895320839852
leaf_weight=0.001086503989589982 0.0015408432283059723 0.0010033528447034668 0.0010582580128733823 0.0012582266918179019 0.0010054497542177538 0.0010303648057102474 0.0011243079791493356 0.0010968449295078568
leaf_count=408 279 583 735 108 75 182 181 570
internal_value=0 -0.00195856 0.000634978 0.00347874 0.00785571 0.0131487 0.00351636 0.0108935
internal_weight=0 0.00866331 0.00765996 0.00657345 0.00551519 0.00425697 0.0032266 0.00210229
internal_count=3121 2842 2259 1851 1116 1008 826 645
is_linear=0
shrinkage=0.1


Tree=4504
num_leaves=10
num_cat=0
split_feature=484 47 47 4 12 160 0 4 2
split_gain=0.000187514 6.33546e-05 0.000132717 7.89295e-05 6.73235e-05 5.19216e-05 0.000108371 9.01315e-05 3.2649e-05
threshold=-1.0000000180025095e-35 0.13148500000000005 0.098400000000000015 0.27834500000000006 0.098810000000000023 0.086075000000000013 -0.11013499999999998 -0.026489999999999996 0.096540000000000015
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=-0.0008068318644460327 0.00051838588444154453 -0.00040066824955027955 0.00076071771991779156 0.00051012052088333102 -0.00045403983356053737 -0.00031992841565530762 -7.9108127663339104e-05 -0.00053749282632104445 0.00037124902951465101
leaf_weight=0.0010389991258589271 0.0017958926704134898 0.0010238393297968751 0.0010802623476620218 0.0011638937363791504 0.0012513139728917242 0.0012394133196719547 0.0012970903382040215 0.0011049799228111507 0.0011836676955042837
leaf_count=515 192 55 144 285 320 210 824 413 163
internal_value=0 6.41347e-05 0.000111175 3.35236e-05 -3.69391e-05 4.18889e-05 0.000125217 -7.1699e-05 0.000135775
internal_weight=0 0.0111404 0.0101165 0.00903625 0.00787236 0.00662104 0.00538163 0.00358574 0.00248076
internal_count=3121 2606 2551 2407 2122 1802 1592 1400 987
is_linear=0
shrinkage=0.00196078


Tree=4505
num_leaves=9
num_cat=0
split_feature=484 4 150 49 42 15 2 43
split_gain=0.000182473 6.09565e-05 8.17393e-05 6.40633e-05 5.84663e-05 8.25301e-05 0.000105956 0.000129985
threshold=-1.0000000180025095e-35 0.27044500000000005 0.089910000000000018 -0.072814999999999977 0.086325000000000013 -0.037864999999999989 0.084245000000000014 0.05259500000000001
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=-0.00080041343173915813 0.00048964065980490435 0.00040324151750969925 -0.0004614613789668086 -0.00030416687958762477 -0.00032032955583507111 0.00067424905499857365 -0.00039539978391302835 0.00052388701077470449
leaf_weight=0.0010152273573530877 0.0012279259310788186 0.0017558914863970007 0.0012507033459762491 0.0013949317622746851 0.001634689474528511 0.0014358073709468261 0.0013700123369868272 0.0010404799138754653
leaf_count=515 177 346 197 362 695 262 473 94
internal_value=0 6.80163e-05 5.09302e-06 7.70985e-05 3.42524e-06 0.000104401 0.000252576 1.4069e-06
internal_weight=0 0.0111104 0.00935455 0.00810385 0.00687592 0.00524123 0.0038463 0.00241049
internal_count=3121 2606 2260 2063 1886 1191 829 567
is_linear=0
shrinkage=0.00196078


Tree=4506
num_leaves=8
num_cat=0
split_feature=14 49 2 4 12 0 1
split_gain=2.04949e-05 3.98697e-05 5.61939e-05 0.0001101 6.94303e-05 6.7024e-05 3.86097e-05
threshold=-1.0000000180025095e-35 0.0043850000000000009 0.10912000000000001 -0.10429499999999998 0.086700000000000013 -0.12333499999999999 0.090475000000000014
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -6
right_child=1 -3 -4 4 6 -7 -8
leaf_value=-0.013544895079819826 -0.028369814492858521 0.01877260853283734 0.015305471769240981 0.0071165298631928747 0.029408596001056948 -0.02458069080917618 0.0026381921734906998
leaf_weight=0.0010174435714565199 0.0015670050703145326 0.0011566471186255532 0.0016610513817934313 0.001341205807388002 0.0010348573802091763 0.0013272470609636611 0.0011238019921786251
leaf_count=161 250 611 344 131 708 587 329
internal_value=0 0.00141117 -0.00108177 -0.00533882 0.00213763 -0.00864918 0.0154719
internal_weight=0 0.00921182 0.00805517 0.00639412 0.00482711 0.00266845 0.00215866
internal_count=3121 2960 2349 2005 1755 718 1037
is_linear=0
shrinkage=0.1


Tree=4507
num_leaves=9
num_cat=0
split_feature=1 13 3 4 52 133 12 4
split_gain=1.90802e-05 4.34253e-05 5.18537e-05 3.30475e-05 7.8871e-05 0.000122303 3.82535e-05 2.74712e-05
threshold=0.10781 -0.061684999999999997 0.11296500000000002 -0.0016099999999999997 -0.085984999999999992 1.0000000180025095e-35 0.085885000000000017 0.15285000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 6 -6 -5
right_child=1 2 -4 7 5 -7 -8 -9
leaf_value=-0.021931866230364826 0.021771344902573746 0.011206703650127391 -0.018079956922636555 -0.021329497043464977 0.037892329033804115 -0.017213598390198079 0.010514219472574395 0.00021084207323957845
leaf_weight=0.0010221240117094547 0.0011542362056114436 0.0013661293353130033 0.0010844834681320581 0.0014420092719618933 0.0010396008772096729 0.001075550332278082 0.0010024575514445016 0.0010045062467903777
leaf_count=454 305 217 62 481 247 610 576 169
internal_value=0 0.00577879 -0.00175369 -0.00327102 0.00217448 0.0100779 0.0244523 -0.0124853
internal_weight=0 0.00360485 0.00245061 0.00658625 0.00413973 0.00311761 0.00204206 0.00244652
internal_count=3121 584 279 2537 1887 1433 823 650
is_linear=0
shrinkage=0.1


Tree=4508
num_leaves=9
num_cat=0
split_feature=11 3 1 15 133 16 16 15
split_gain=7.33312e-05 6.21896e-05 6.66978e-05 8.47189e-05 7.72917e-05 6.00305e-05 8.18862e-05 2.54316e-05
threshold=0.081365000000000007 -0.12018999999999998 0.094385000000000011 -0.0058549999999999991 0.076280000000000014 -0.36241499999999999 -0.056919999999999991 -0.028889999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -4 -7 -8
right_child=-2 2 5 4 -6 6 7 -9
leaf_value=0.00043171793341963615 -0.00050236725534013118 -0.00057033406463426846 -0.00024186943971528927 -0.00029954332051740351 0.00034040286301285851 0.00062058538082526379 -0.0001820044270616249 0.00024855583684099003
leaf_weight=0.0014025740862001661 0.0010238649612478836 0.0014690231951368119 0.0011498082877509958 0.0015129134585990527 0.0013943763920270607 0.001512807805318215 0.0011072413736321909 0.0010072123011427973
leaf_count=178 178 919 206 740 337 204 208 151
internal_value=0 4.72432e-05 -1.16699e-05 -0.000186542 7.38371e-06 0.000148532 0.000272286 2.30914e-05
internal_weight=0 0.010556 0.00915338 0.00437631 0.00290729 0.00477707 0.00362726 0.00211445
internal_count=3121 2943 2765 1996 1077 769 563 359
is_linear=0
shrinkage=0.00196078


Tree=4509
num_leaves=8
num_cat=0
split_feature=11 13 12 0 151 4 12
split_gain=2.15713e-05 3.13053e-05 6.43345e-05 9.34438e-05 5.30777e-05 6.3412e-05 3.86784e-05
threshold=0.078340000000000007 -0.084034999999999985 -0.010834999999999999 -0.053834999999999994 -0.0083949999999999979 0.0061450000000000003 0.090455000000000021
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=9.7692401252967361e-05 -0.013438010770470589 0.020696819663531551 -0.018215751228510751 -0.031467670160613644 -0.010818899389334773 0.018758743269386549 0.024157708948786837
leaf_weight=0.0015455009047588115 0.0010779543102868586 0.0010208309902472179 0.001124767052234475 0.0011856290970180131 0.0011894974925860322 0.0018555772734811671 0.0011769944445592458
leaf_count=737 208 258 203 269 1031 291 124
internal_value=0 0.00152264 -0.00231016 -0.00669562 0.000347919 0.00720483 0.0104994
internal_weight=0 0.0090988 0.0063763 0.00535547 0.00416984 0.00304507 0.0027225
internal_count=3121 2913 2052 1794 1525 1322 861
is_linear=0
shrinkage=0.1


Tree=4510
num_leaves=8
num_cat=0
split_feature=11 48 0 42 15 3 13
split_gain=5.35892e-05 5.6849e-05 0.000184441 5.92708e-05 7.2379e-05 8.3829e-05 9.6882e-05
threshold=0.081365000000000007 0.016865000000000002 -0.20211999999999997 0.086325000000000013 -0.016799999999999995 0.10542000000000001 -0.0034749999999999994
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=-0.00029587816362033816 -0.00043511727202707838 -0.0002362582668198481 0.00069955792871313912 -0.00035735508439926 0.00041599179461740312 0.00060710309275996584 -0.00035895906416053176
leaf_weight=0.0016879839407733356 0.0010381745694977842 0.0015645924864882144 0.001678284972894001 0.0019431650170905323 0.0011180719310059802 0.0012526434968800348 0.0013929481663353034
leaf_count=502 178 82 497 957 491 71 343
internal_value=0 3.16002e-05 0.000248054 -6.33223e-05 4.14817e-05 0.000192786 -1.38998e-05
internal_weight=0 0.0106377 0.00324288 0.00739481 0.00545165 0.00376366 0.00251102
internal_count=3121 2943 579 2364 1407 905 834
is_linear=0
shrinkage=0.00196078


Tree=4511
num_leaves=10
num_cat=0
split_feature=484 4 0 1 15 151 2 15 48
split_gain=0.000192061 4.93595e-05 9.7748e-05 7.13646e-05 6.63179e-05 0.00010231 0.000207344 8.68991e-05 8.2256e-05
threshold=-1.0000000180025095e-35 -0.49405499999999997 0.056435000000000006 0.077565000000000009 1.0000000180025095e-35 -0.044604999999999992 0.088850000000000012 -0.055554999999999993 0.087215000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 7 -7 -8
right_child=1 2 -4 4 -6 6 8 -9 -10
leaf_value=-0.00082638262434885502 -0.00034771339990774574 -0.00031617367563741651 0.0006865210040409665 -0.00024789891847661191 -0.00025366222127310242 -0.00037279014465692442 0.0012098665037195435 0.00038976058682522454 0.00044519192894495324
leaf_weight=0.0010154823821001977 0.0010142816519019522 0.0017320435383781432 0.0010042606967573748 0.001387303306428167 0.0014228282979552856 0.0013327878713176294 0.0010001722870954539 0.0010099506947496401 0.0011776804441275437
leaf_count=515 133 1252 102 211 354 194 176 88 96
internal_value=0 6.45654e-05 0.000106104 4.17866e-05 0.000126363 0.000217886 0.000360828 -4.40558e-05 0.000796366
internal_weight=0 0.0110813 0.010067 0.00906277 0.00733072 0.00590789 0.00452059 0.00234274 0.00217785
internal_count=3121 2606 2473 2371 1119 765 554 282 272
is_linear=0
shrinkage=0.00196078


Tree=4512
num_leaves=7
num_cat=0
split_feature=52 52 15 2 2 1
split_gain=2.02023e-05 4.11877e-05 3.69081e-05 6.32823e-05 0.000108835 5.70854e-05
threshold=-0.24456499999999998 -0.081429999999999989 -0.11713499999999999 0.091185000000000002 0.11018500000000002 0.090405000000000013
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=-0.013030878423675181 0.016889147543807069 -0.014678930595122326 -0.0020744474593777304 -0.025871630822164145 0.011404520568949094 0.026140002664473999
leaf_weight=0.0010762274072155685 0.0014536701536128427 0.0016579702742556624 0.0013531633798855378 0.0016030082074680076 0.0015316634173249384 0.0015255780394110715
leaf_count=364 407 415 928 435 250 322
internal_value=0 0.00145545 -0.00146913 0.00217298 -0.00765776 0.0128777
internal_weight=0 0.00912505 0.00767138 0.00601341 0.00313467 0.00287874
internal_count=3121 2757 2350 1935 685 1250
is_linear=0
shrinkage=0.1


Tree=4513
num_leaves=8
num_cat=0
split_feature=4 151 4 1 13 16 1
split_gain=1.76712e-05 3.18299e-05 5.60074e-05 7.3456e-05 5.39637e-05 3.98286e-05 2.77683e-05
threshold=0.27287000000000006 -0.016164999999999995 -0.0029599999999999995 0.094385000000000011 -0.076384999999999995 -0.070454999999999976 0.078340000000000007
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
leaf_value=0.011921588209722854 0.0094197741876418106 0.017635136138015931 -0.035808491666260787 -0.017794766642256914 0.0035471256488653242 0.0093172764951029441 -0.018552176656764795
leaf_weight=0.0013941586350251839 0.0016461321590589594 0.0015921599442689895 0.0010665898489215547 0.0010466107366041769 0.001274516936860283 0.0011234699723690483 0.0010265335574353651
leaf_count=456 352 614 462 93 633 76 435
internal_value=0 -0.00189752 -0.00459967 -0.0143201 0.00348155 -0.00375862 -0.00631171
internal_weight=0 0.00852404 0.00712988 0.00323667 0.00389321 0.00217008 0.00230105
internal_count=3121 2769 2313 631 1682 169 1068
is_linear=0
shrinkage=0.1


Tree=4514
num_leaves=10
num_cat=0
split_feature=484 4 0 1 47 15 15 2 1
split_gain=0.000184227 6.98983e-05 8.66566e-05 0.000107642 7.85099e-05 0.000101113 0.000126265 9.18158e-05 0.000179813
threshold=-1.0000000180025095e-35 -0.49405499999999997 0.056435000000000006 0.077565000000000009 0.13148500000000005 1.0000000180025095e-35 -0.055554999999999993 0.090675000000000019 0.11181500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 -5 -9
right_child=1 2 -4 4 -6 -7 -8 8 -10
leaf_value=-0.00079906873491491625 -0.00042290391379704663 -0.00038406424265931104 0.00065166017018450048 -0.00018720315287416658 -0.00035512351657974962 -0.00021334107018275691 0.00088158910677614436 0.0010116990064097749 -0.00012977555343506652
leaf_weight=0.0010465994336816302 0.0010437649097786014 0.00177676706369914 0.0010214595755728235 0.0015382868362178496 0.0010133078672207863 0.0015082410840846329 0.0013371166155923229 0.0010629512249018674 0.0010593561647271785
leaf_count=515 133 1252 102 246 48 354 182 109 180
internal_value=0 6.06398e-05 0.000109557 4.99903e-05 0.000152555 0.000231627 0.000365912 0.000177549 0.000441929
internal_weight=0 0.0113613 0.0103175 0.00929603 0.00751926 0.00650595 0.00499771 0.00366059 0.00212231
internal_count=3121 2606 2473 2371 1119 1071 717 535 289
is_linear=0
shrinkage=0.00196078


Tree=4515
num_leaves=11
num_cat=0
split_feature=484 4 0 15 15 42 43 0 150 15
split_gain=0.0001991 8.94945e-05 0.000132201 6.74176e-05 0.000188648 0.00017737 9.58572e-05 9.72482e-05 8.14366e-05 3.43968e-05
threshold=-1.0000000180025095e-35 -0.49405499999999997 0.056435000000000006 1.0000000180025095e-35 -0.016799999999999995 0.083995000000000014 -0.080884999999999985 -0.08824499999999999 0.081835000000000019 -0.12563999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -5 -3 8 9 -8
right_child=1 2 -4 5 -6 -7 7 -9 -10 -11
leaf_value=-0.00084455075411294636 -0.00049027964083075656 -0.00052455883221213119 0.00077002498710713888 -0.00071424212328916178 0.0007873714048346823 0.00035311723239953561 -3.3137002156008748e-05 0.00061602377341291156 0.00037447571544550816 -0.00052784148285614529
leaf_weight=0.0010248367694506615 0.0010413840046959227 0.0011640581781788128 0.0010564946987611729 0.0013553307941038427 0.0013734586766844239 0.0010720311568268659 0.0010765601921830709 0.0010897597499771369 0.0010971198749895692 0.0010849246875132838
leaf_count=515 133 390 102 560 191 483 162 314 126 145
internal_value=0 5.7672e-05 0.0001127 3.81332e-05 0.000137183 -0.000242849 -2.48161e-05 0.000108965 -6.0608e-05 -0.000281446
internal_weight=0 0.0114111 0.0103697 0.00931324 0.00688588 0.00242736 0.00551242 0.00434836 0.0032586 0.00216148
internal_count=3121 2606 2473 2371 1328 1043 1137 747 433 307
is_linear=0
shrinkage=0.00196078


Tree=4516
num_leaves=9
num_cat=0
split_feature=52 157 160 52 49 2 3 4
split_gain=1.83583e-05 3.71669e-05 9.06137e-05 7.35902e-05 6.07275e-05 6.49461e-05 7.1968e-05 3.97622e-05
threshold=-0.24456499999999998 -0.06266999999999999 -1.0000000180025095e-35 0.10347000000000002 -0.081404999999999991 0.10613000000000002 0.0022600000000000003 -0.077679999999999985
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=-0.012417328350584622 0.019067522061277639 -0.02447802825207411 0.021298925911829664 0.027369493903607711 0.0058216208195675835 -0.024176846934312227 0.023826540749837123 -0.02092770161725474
leaf_weight=0.001079598395575229 0.0010504577899781214 0.0013591208328167037 0.0010169371276191235 0.0011092061079758051 0.0010629184942121607 0.0013463039937943368 0.0010277470567378547 0.0011645411356341769
leaf_count=364 352 646 133 194 612 266 92 462
internal_value=0 0.00137176 -0.000926885 0.00383092 -0.000816119 -0.00570356 0.00193671 -0.00816323
internal_weight=0 0.00913723 0.00808677 0.00672765 0.00561845 0.00460151 0.00325521 0.00222746
internal_count=3121 2757 2405 1759 1565 1432 1166 1074
is_linear=0
shrinkage=0.1


Tree=4517
num_leaves=8
num_cat=0
split_feature=4 15 4 12 1 1 42
split_gain=2.09106e-05 4.04215e-05 3.54709e-05 3.21763e-05 6.5259e-05 6.38228e-05 4.93911e-05
threshold=0.24564500000000003 -0.15026499999999995 0.098655000000000007 0.084100000000000022 0.094385000000000011 0.085345000000000018 0.084635000000000016
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 -5
right_child=1 -3 -4 6 -6 -7 -8
leaf_value=0.0097075057513152027 0.021266135498521438 -0.0053293370500354688 -0.020083953013291238 -0.019335182931607197 0.021473497600270456 -0.023279582780808227 0.0070616083693080499
leaf_weight=0.0013509499404547008 0.001175832909059918 0.0011118541507042679 0.0010033855914162587 0.0016491024556962428 0.0016025118962618391 0.001036558086451006 0.001243209337325937
leaf_count=326 266 160 121 873 275 105 995
internal_value=0 0.00834029 -0.0025189 4.19349e-05 0.00586344 -0.00461414 -0.00798899
internal_weight=0 0.00228769 0.00788572 0.00688233 0.00399002 0.00238751 0.00289231
internal_count=3121 426 2695 2574 706 431 1868
is_linear=0
shrinkage=0.1


Tree=4518
num_leaves=8
num_cat=0
split_feature=14 15 15 4 1 133 43
split_gain=1.87984e-05 3.87094e-05 2.92021e-05 3.21032e-05 6.82098e-05 6.50018e-05 4.91576e-05
threshold=-1.0000000180025095e-35 -0.10653 -0.092489999999999989 0.0061450000000000003 0.080585000000000004 1.0000000180025095e-35 -1.0000000180025095e-35
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=-0.013023853532079941 0.017021842372186482 -0.016567959519585739 0.020257819202883186 -0.0060438283384816847 -0.020363505637207541 -0.012017162446199799 0.021947528960527832
leaf_weight=0.0010088156802871102 0.0013457540722618191 0.0010846454156482324 0.0014064061705119952 0.0010999804425279585 0.0016165603275560825 0.001121706669881317 0.0014603271638481431
leaf_count=161 388 193 619 239 748 608 165
internal_value=0 0.00136081 -0.00134483 0.00111777 -0.00432069 0.00593763 0.00992165
internal_weight=0 0.00913538 0.00778963 0.00670498 0.00414467 0.00252811 0.00256031
internal_count=3121 2960 2572 2379 1975 1227 404
is_linear=0
shrinkage=0.1


Tree=4519
num_leaves=8
num_cat=0
split_feature=48 16 15 47 0 4 43
split_gain=1.94717e-05 8.21324e-05 4.31754e-05 7.30451e-05 7.06185e-05 0.000101015 7.0623e-05
threshold=0.11926500000000002 -0.48836499999999994 -0.13843999999999998 0.092165000000000011 -0.11013499999999998 -0.076779999999999987 -0.0030899999999999994
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=0.028211539571359558 -0.013175865373333127 -0.02138377857651098 0.011812419379580776 0.022577752336257709 0.013769604731010071 -0.036025623694631879 -0.018565334607686623
leaf_weight=0.0010154257424868909 0.0010183320699392222 0.0010026602565223796 0.0019096348903785004 0.0012638298388793967 0.0014746817966809858 0.0011846816171336275 0.0012463364057721188
leaf_count=242 117 300 251 162 587 1093 369
internal_value=0 0.0014055 -0.0019625 0.00078824 -0.00394721 -0.0116527 -0.00104111
internal_weight=0 0.00909725 0.00808182 0.00707916 0.00581533 0.0039057 0.00272102
internal_count=3121 3004 2762 2462 2300 2049 956
is_linear=0
shrinkage=0.1


Tree=4520
num_leaves=8
num_cat=0
split_feature=11 43 12 2 4 16 12
split_gain=1.89142e-05 3.364e-05 5.42078e-05 4.69815e-05 4.54e-05 7.12141e-05 6.66961e-06
threshold=0.078065000000000009 -0.04890499999999999 0.051320000000000005 0.089885000000000007 0.055260000000000011 -0.062804999999999986 0.092465000000000006
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5 -4
right_child=-2 3 6 4 -6 -7 -8
leaf_value=0.026392168812769002 -0.012429793574183896 -0.017394083416618394 -0.006196248691903797 0.030428016606023685 -0.011218613098731352 -0.0032213660901002448 0.0053131379128526675
leaf_weight=0.0012076236548314461 0.0011006700783489235 0.001646431392307122 0.0010004332161314311 0.0010677975077683995 0.0015049694014990654 0.0015303143280121726 0.0010136378964844791
leaf_count=286 211 823 690 226 264 214 407
internal_value=0 0.00145999 0.00964041 -0.00312384 0.00260233 0.0106082 -0.000403826
internal_weight=0 0.00897121 0.00322169 0.00574951 0.00410308 0.00259811 0.00201407
internal_count=3121 2910 1383 1527 704 440 1097
is_linear=0
shrinkage=0.1


Tree=4521
num_leaves=8
num_cat=0
split_feature=3 3 39 133 3 1 2
split_gain=1.921e-05 3.38219e-05 5.43982e-05 3.5744e-05 8.56105e-05 8.23469e-05 1.57283e-06
threshold=0.13524500000000003 0.10893000000000001 0.0046100000000000004 1.0000000180025095e-35 -0.12018999999999998 0.095285000000000022 0.087750000000000009
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=0.01893274627806385 0.010316383991925721 -0.018714204625331243 0.020060532501149031 -0.019444872726514531 -0.0190862621345456 0.0090847687208472742 -0.024692657362589757
leaf_weight=0.0016647285333985361 0.0015174691101436369 0.001048595430447552 0.0011908704310380665 0.0011198989121050532 0.0010001911779981526 0.0015024042365321018 0.0010014012522363629
leaf_count=266 192 72 333 972 625 234 427
internal_value=0 -0.001895 0.000462987 -0.00324818 0.00026113 -0.00860965 -0.0218912
internal_weight=0 0.00852809 0.00747949 0.00628862 0.00516873 0.003504 0.00200159
internal_count=3121 2929 2857 2524 1552 1286 1052
is_linear=0
shrinkage=0.1


Tree=4522
num_leaves=8
num_cat=0
split_feature=11 13 12 0 49 2 12
split_gain=1.96124e-05 2.65159e-05 4.09115e-05 9.17902e-05 5.81777e-05 4.25016e-05 3.05345e-05
threshold=0.078065000000000009 -0.084034999999999985 -0.010834999999999999 -0.053834999999999994 -0.009244999999999998 0.086950000000000013 0.090455000000000021
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=0.00062650088249953666 -0.012660776111120087 0.016414746577310759 -0.01384746356046055 -0.03054530953475534 0.023732220962997874 -0.0021986638070214067 0.022188593560455241
leaf_weight=0.0015416311084812228 0.0010974372142912208 0.0010040886657563001 0.0015479416831942518 0.0011522154154844366 0.0012643206346609705 0.0012639936740093994 0.0011442224492742615
leaf_count=736 211 258 188 269 626 710 123
internal_value=0 0.00150616 -0.0020733 -0.00562379 0.00142066 0.0107685 0.00981234
internal_weight=0 0.00891841 0.00623256 0.00522847 0.00407626 0.00252831 0.00268585
internal_count=3121 2910 2051 1793 1524 1336 859
is_linear=0
shrinkage=0.1


Tree=4523
num_leaves=11
num_cat=0
split_feature=484 47 4 1 42 43 16 2 48 43
split_gain=0.000204673 8.50025e-05 0.000110283 0.000137405 9.04583e-05 0.000196027 0.000103517 0.000105863 6.5787e-05 2.17735e-05
threshold=-1.0000000180025095e-35 0.13148500000000005 0.24564500000000003 0.111945 -1.0000000180025095e-35 -0.074359999999999996 0.22339500000000004 0.089885000000000007 0.084485000000000018 -0.092909999999999979
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 9 7 -7 -9 -6
right_child=1 -3 3 -5 5 6 -8 8 -10 -11
leaf_value=-0.00085975335731766232 -0.00047883752975158805 -0.00046281571682900543 3.5979314969907539e-05 0.00102742289697422 0.00041027382341958307 -0.00035698172935297979 -0.00063543425082851935 0.00064879603008393219 -2.3460494322892921e-05 0.00081464320418999639
leaf_weight=0.0010057438908327868 0.0012202521098958795 0.0010704955287947548 0.001118416900332347 0.0010345813510302337 0.0010405815798842002 0.0015181824890335262 0.001124453143456181 0.0011229880395841082 0.0011157034939738432 0.0010077639059154746
leaf_count=515 722 55 130 251 133 433 171 193 96 422
internal_value=0 6.30659e-05 0.000117706 0.000512398 1.34387e-05 0.000100124 -0.000113507 4.27089e-05 0.000313762 0.000609219
internal_weight=0 0.0113734 0.0103029 0.002153 0.00814992 0.00692967 0.00488133 0.00375687 0.00223869 0.00204835
internal_count=3121 2606 2551 381 2170 1448 893 722 289 555
is_linear=0
shrinkage=0.00196078


Tree=4524
num_leaves=10
num_cat=0
split_feature=147 52 11 13 1 0 1 0 52
split_gain=7.88038e-05 6.43544e-05 6.85237e-05 9.76092e-05 6.84202e-05 4.92885e-05 8.0785e-05 9.67815e-05 7.87009e-05
threshold=1.0000000180025095e-35 0.15915500000000002 1.0000000180025095e-35 -0.084034999999999985 0.077845000000000011 -0.019414999999999998 0.11634000000000001 -0.10011499999999998 -0.066844999999999988
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 -5
right_child=-2 -3 -4 5 -6 -7 -8 -9 -10
leaf_value=8.6026924167809668e-05 0.00050655902073277039 -0.00053402826498606627 -0.00048553234897968933 -0.00021482732034789991 0.00072993526038249738 0.00023315426846753245 -0.00066021270491480489 -0.00054392139252549382 0.00049088580104691862
leaf_weight=0.0014690544069754039 0.001030386341362005 0.0010030029529922201 0.0010465746020045788 0.0011201618631389697 0.0011167388618358864 0.0013759941633710374 0.0010750193276644216 0.0010489506074935792 0.0013276285604266734
leaf_count=455 183 363 210 101 261 170 139 1116 123
internal_value=0 -6.14799e-05 -1.20058e-05 4.60686e-05 0.000364115 -9.22023e-05 -0.000190127 -4.56065e-05 0.000167936
internal_weight=0 0.0105831 0.00958012 0.00853355 0.00258579 0.00594775 0.00457176 0.00349674 0.00244779
internal_count=3121 2938 2575 2365 716 1649 1479 1340 224
is_linear=0
shrinkage=0.00196078


Tree=4525
num_leaves=9
num_cat=0
split_feature=484 47 4 42 43 151 1 0
split_gain=0.000148976 5.59434e-05 0.000107723 6.01263e-05 0.000132924 7.94501e-05 0.000130853 2.98533e-05
threshold=-1.0000000180025095e-35 0.13148500000000005 0.24564500000000003 -1.0000000180025095e-35 -0.074359999999999996 -0.0038099999999999996 0.083835000000000007 -0.15202999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 -7 -4
right_child=1 -3 7 4 5 6 -8 -9
leaf_value=-0.00073194553369651798 -0.00041339682166953873 -0.00037104175846488575 0.00027050167048272276 0.00049753233792915392 0.00034608194635509979 0.00012263315015703842 -0.0006168787305482088 0.00073792574243067245
leaf_weight=0.0010079048617355176 0.0011741890087491446 0.0010694389969307877 0.0010931347648598473 0.0019609503153330977 0.0011322561885579729 0.0018360931264275885 0.0018436338919783123 0.0010113507371983035
leaf_count=515 722 55 97 555 110 418 365 284
internal_value=0 5.53132e-05 0.000100675 -3.78112e-06 6.72319e-05 -0.000108122 -0.000247881 0.000495131
internal_weight=0 0.011121 0.0100516 0.00794712 0.00677293 0.00481198 0.00367973 0.00210449
internal_count=3121 2606 2551 2170 1448 893 783 381
is_linear=0
shrinkage=0.00196078


Tree=4526
num_leaves=9
num_cat=0
split_feature=147 52 11 2 43 4 16 2
split_gain=4.96302e-05 6.4298e-05 7.8583e-05 9.06642e-05 0.000107266 8.59784e-05 0.000111476 3.07943e-05
threshold=1.0000000180025095e-35 0.15915500000000002 1.0000000180025095e-35 0.089885000000000007 -0.074359999999999996 0.23246000000000003 0.071345000000000006 0.099185000000000009
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 5 -6 -7 -8 -9
leaf_value=0.00015573158374917125 0.0004010578261562515 -0.00051282716654920107 -0.00050068615418379255 0.00044660724282809397 -0.00050988118505844351 -0.00024439593454426598 -1.1593662287693815e-05 0.0009096586837508947
leaf_weight=0.0019047118079982515 0.0010338890898913206 0.0010371705556679852 0.0010710957924802136 0.0012003461010137843 0.0018205612650223245 0.001119306445307684 0.0016630331085998504 0.0010225482469333057
leaf_count=564 183 363 210 266 821 197 263 254
internal_value=0 -4.85663e-05 5.6007e-07 6.20551e-05 -0.000169557 0.000234438 0.000372362 0.000659614
internal_weight=0 0.0108388 0.0098016 0.00873051 0.00372527 0.00500523 0.00388593 0.00222289
internal_count=3121 2938 2575 2365 1385 980 783 520
is_linear=0
shrinkage=0.00196078


Tree=4527
num_leaves=7
num_cat=0
split_feature=484 160 42 43 16 0
split_gain=2.00999e-05 4.35506e-05 6.40453e-05 8.06938e-05 8.66065e-05 0.000100808
threshold=0.084040000000000017 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 -0.056919999999999991 -0.20211999999999997
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=-0.018657334172321568 0.012424297174518401 -0.018498380132919757 0.024567418451512522 -0.014380001619366948 -0.020611047515555828 0.022422691292100828
leaf_weight=0.0012914393832976134 0.0011411420090751334 0.0013599938577709501 0.0016330845655824853 0.0012084978699865604 0.0015472455536924465 0.0019375998235067388
leaf_count=632 368 713 467 89 314 538
internal_value=0 -0.00166567 0.00118919 0.00542144 -0.00124055 0.00828582
internal_weight=0 0.00897786 0.00768642 0.00632643 0.00469334 0.0031461
internal_count=3121 2753 2121 1408 941 627
is_linear=0
shrinkage=0.1


Tree=4528
num_leaves=8
num_cat=0
split_feature=1 43 47 15 48 16 1
split_gain=1.79506e-05 5.51004e-05 3.44236e-05 6.59939e-05 5.92361e-05 0.000134466 4.56675e-05
threshold=0.077565000000000009 0.093175000000000022 0.087235000000000021 1.0000000180025095e-35 0.086260000000000017 -0.022939999999999999 0.12337000000000002
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=-0.01655731666412134 0.051310607805321241 0.0123677847688004 -0.019582737251872206 -0.010367567236130094 -0.0042919417544551525 0.002370713357085523 0.0081704894894860571
leaf_weight=0.0019259052149738977 0.0010208847947395477 0.0010008056817693547 0.0013225915216550043 0.0014349638945352263 0.0010542006567512783 0.0012474071088485147 0.0010746447443001682
leaf_count=1445 291 191 222 428 157 309 78
internal_value=0 -0.00666621 0.00263019 0.007554 0.0152942 0.024397 -0.00714139
internal_weight=0 0.00292671 0.00715469 0.00475746 0.00332249 0.00226829 0.00239724
internal_count=3121 1636 1485 1185 757 600 300
is_linear=0
shrinkage=0.1


Tree=4529
num_leaves=7
num_cat=0
split_feature=11 2 52 43 1 2
split_gain=1.84839e-05 3.19866e-05 5.86056e-05 4.61582e-05 3.92022e-05 8.42679e-05
threshold=1.0000000180025095e-35 0.089885000000000007 -0.013374999999999998 -0.074359999999999996 0.10587000000000001 0.10136500000000002
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=0.0048428470004969297 -0.01191248456837337 0.020509980574522912 0.011219642047224851 -0.01783309486960943 0.012491011221286992 -0.02878102042481788
leaf_weight=0.0019193949760715251 0.0011626747292258462 0.0018993511111760303 0.0010030325779883673 0.0016863576552692266 0.0012624592399818565 0.0011089032026263129
leaf_count=686 244 496 346 918 185 246
internal_value=0 0.00149622 0.00645904 -0.00576236 -0.00144983 -0.0097833
internal_weight=0 0.0088795 0.00527375 0.00360575 0.0033744 0.00211194
internal_count=3121 2877 1273 1604 777 592
is_linear=0
shrinkage=0.1


Tree=4530
num_leaves=7
num_cat=0
split_feature=52 457 151 160 1 4
split_gain=2.07615e-05 3.71657e-05 4.62854e-05 6.5885e-05 8.30276e-05 0.00012173
threshold=-0.24456499999999998 0.069910000000000014 -0.0077149999999999988 -1.0000000180025095e-35 0.095025000000000012 -0.083854999999999985
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=-0.013334274458341079 -0.020987545368948392 0.017227179502995699 -0.015252983135523871 0.014501980757709799 0.023475920024172332 -0.02632300409965423
leaf_weight=0.0010530321801270745 0.0010180091584067958 0.0012881141509074523 0.0016744501100929973 0.0017162285505082342 0.0019943935036019142 0.0012714674602524348
leaf_count=364 282 249 755 333 339 799
internal_value=0 0.00150902 -0.00112916 0.00190786 0.00767551 -0.00287182
internal_weight=0 0.00896266 0.00767455 0.00665654 0.00498209 0.0029877
internal_count=3121 2757 2508 2226 1471 1132
is_linear=0
shrinkage=0.1


Tree=4531
num_leaves=7
num_cat=0
split_feature=15 43 16 3 49 3
split_gain=1.84549e-05 3.01036e-05 5.44752e-05 5.76896e-05 6.56736e-05 9.8294e-05
threshold=-0.11713499999999999 -0.17390999999999998 0.22339500000000004 -0.10831999999999999 -0.006494999999999999 -0.012304999999999998
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=-0.0093598586205716917 0.014697975149366599 0.024585699893727178 -0.019132870350711401 -0.015905205555430416 -0.014593586265364809 0.025599022262004785
leaf_weight=0.0017538372673248084 0.0015097767987967475 0.0010481088155046767 0.0013206856055090564 0.001839036288953226 0.0010377535868547757 0.0014708842371263808
leaf_count=484 184 139 385 422 1348 159
internal_value=0 0.0019388 -0.0009293 0.00352625 -0.00155062 0.00897246
internal_weight=0 0.00822625 0.00671647 0.00539578 0.00434767 0.00250864
internal_count=3121 2637 2453 2068 1929 1507
is_linear=0
shrinkage=0.1


Tree=4532
num_leaves=9
num_cat=0
split_feature=147 11 13 15 2 2 3 1
split_gain=8.03645e-05 6.64598e-05 6.80323e-05 8.80556e-05 9.36186e-05 0.000109937 0.000116911 7.50905e-05
threshold=1.0000000180025095e-35 0.079915000000000014 -0.076384999999999995 0.024640000000000006 0.11215000000000001 0.096540000000000015 -1.0000000180025095e-35 0.08844500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 7 4 5 6 -4 -1
right_child=-2 -3 3 -5 -6 -7 -8 -9
leaf_value=-2.8449878844229844e-05 0.00051046413248427786 -0.00053834842862325366 -0.00051876319482693854 -0.00065891113708023506 -0.00048665519853442085 0.00065389835231631933 0.00024536363182094286 0.00056855986105183568
leaf_weight=0.0019970836980165874 0.0010303703132298588 0.0010223308593500279 0.0013205244984056659 0.0010197047796312421 0.0013266248349127971 0.0010691142429222252 0.0018458687416763326 0.0013626811949120424
leaf_count=792 183 190 337 712 212 205 113 377
internal_value=0 -6.22918e-05 -1.33372e-05 -0.000129226 -3.21185e-05 0.000110249 -7.33107e-05 0.00021369
internal_weight=0 0.0109639 0.0099416 0.00658184 0.00556213 0.00423551 0.00316639 0.00335976
internal_count=3121 2938 2748 1579 867 655 450 1169
is_linear=0
shrinkage=0.00196078


Tree=4533
num_leaves=8
num_cat=0
split_feature=48 16 16 160 2 52 51
split_gain=1.88768e-05 7.13959e-05 3.92323e-05 9.15058e-05 8.07463e-05 6.18981e-05 3.59289e-05
threshold=0.11926500000000002 -0.48836499999999994 -0.008904999999999998 -0.063384999999999983 0.084055000000000005 0.091275000000000009 0.045645000000000005
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
leaf_value=0.026529916038682995 -0.013080422191414729 0.0060958345006050952 0.028683821296255275 -0.01532751261121432 -0.035732848526656862 0.015152473014410493 -0.0091792256667313516
leaf_weight=0.0010041486939401578 0.0010005879209569338 0.0018683689704841631 0.0011721786801025457 0.00186265618957023 0.0010368385227182576 0.0010373078550887493 0.0010020004881301225
leaf_count=242 117 568 318 661 866 66 283
internal_value=0 0.00139956 -0.00176293 0.00510553 -0.00892134 -0.00442492 -0.0226829
internal_weight=0 0.0089835 0.00797935 0.00407214 0.00390721 0.00289996 0.00203884
internal_count=3121 3004 2762 1045 1717 727 1149
is_linear=0
shrinkage=0.1


Tree=4534
num_leaves=8
num_cat=0
split_feature=11 2 52 3 15 52 2
split_gain=1.87897e-05 2.95364e-05 5.74235e-05 4.91679e-05 5.77704e-05 3.47555e-05 0.000167812
threshold=1.0000000180025095e-35 0.089885000000000007 -0.013374999999999998 -0.078934999999999991 -0.055554999999999993 0.10744000000000002 0.10613000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 6 -4
right_child=-2 2 5 4 -6 -7 -8
leaf_value=-0.021351463963785788 -0.012077220681609187 0.02024520048038389 0.0186525568068182 -0.014833125395755898 0.017029721917365258 0.013477308981648648 -0.035601639743684424
leaf_weight=0.0012623965751824328 0.0011483802058525382 0.0018895151943227914 0.0011386705263168176 0.0010065256790827517 0.0013091482466693395 0.0010497314158769487 0.00114175626598301
leaf_count=1093 244 496 258 265 246 313 206
internal_value=0 0.00152339 0.00632068 -0.00547488 0.00318029 -0.00158002 -0.00851125
internal_weight=0 0.00879774 0.00521967 0.00357807 0.00231567 0.00333016 0.00228043
internal_count=3121 2877 1273 1604 511 777 464
is_linear=0
shrinkage=0.1


Tree=4535
num_leaves=7
num_cat=0
split_feature=52 13 3 2 3 15
split_gain=1.75855e-05 5.59157e-05 5.53698e-05 4.5584e-05 4.3903e-05 0.000139237
threshold=0.11434500000000002 -0.23438999999999996 0.10893000000000001 0.10613000000000002 -0.08824499999999999 -0.016799999999999995
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=0.023066333427224691 -0.010616642893905551 -0.015243288636445061 -0.023223784093226847 0.01937877171074006 -0.015173228564288689 0.024459312001844088
leaf_weight=0.0010656350358856552 0.0013576654376480672 0.0017075067527438439 0.001007598066728066 0.0012212716888641579 0.0018066007080237386 0.001740399285111028
leaf_count=137 501 542 89 407 656 789
internal_value=0 0.00163478 -0.00141708 0.00197594 -0.00206889 0.00427319
internal_weight=0 0.00854901 0.00748338 0.00647578 0.00525451 0.003547
internal_count=3121 2620 2483 2394 1987 1445
is_linear=0
shrinkage=0.1


Tree=4536
num_leaves=10
num_cat=0
split_feature=11 4 48 0 49 133 0 16 0
split_gain=5.72644e-05 5.86663e-05 4.84487e-05 8.5556e-05 8.23506e-05 8.04614e-05 0.000202956 0.00012985 6.47938e-05
threshold=0.081365000000000007 0.27834500000000006 0.016865000000000002 -0.20211999999999997 -0.006494999999999999 -0.0061299999999999992 -0.10096999999999999 0.38525000000000004 -0.019414999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 -6 -7 8 -8
right_child=-2 -3 3 -5 5 6 7 -9 -10
leaf_value=-0.00060731220013061763 -0.00044990392091630858 0.00044680950911688732 -0.00018325007458778249 0.00050533106118619579 -0.00050464818093278038 0.00075721571650008636 -0.00011358774698258106 0.00036550126922320179 -0.00080087310013808328
leaf_weight=0.0010735904997519535 0.001040295259503503 0.0011675825108443663 0.0012555391401340987 0.001550433518785076 0.0010471831488250913 0.0012883512802396059 0.0010732656394689167 0.0011594491928680027 0.0010368597150186146
leaf_count=255 178 292 65 479 656 108 838 155 95
internal_value=0 3.20744e-05 -1.89803e-05 0.000197224 -0.000109816 -1.45264e-05 9.80791e-05 -0.000161649 -0.000451302
internal_weight=0 0.0106523 0.00948467 0.00280597 0.0066787 0.00560511 0.00455793 0.00326957 0.00211013
internal_count=3121 2943 2651 544 2107 1852 1196 1088 933
is_linear=0
shrinkage=0.00196078


Tree=4537
num_leaves=7
num_cat=0
split_feature=1 43 15 15 16 0
split_gain=2.1504e-05 4.00748e-05 2.922e-05 8.14037e-05 6.92461e-05 7.1904e-05
threshold=0.077565000000000009 0.070450000000000013 0.024640000000000006 -0.016799999999999995 -0.056919999999999991 -0.18113999999999997
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=-0.017453259738176911 -0.0068081493754953721 0.0064667247473154353 -0.0109170445810573 0.030526014384663909 -0.016462652549436844 0.023859263365806006
leaf_weight=0.0016568774392447629 0.0014771890317381022 0.0012132976559967618 0.0012526345128681714 0.0010915081396117967 0.0016275383626705667 0.0015847380891769222
leaf_count=1424 120 212 411 246 331 377
internal_value=0 -0.00734166 0.00292943 0.00592972 0.000204749 0.00906415
internal_weight=0 0.00287018 0.00703361 0.00578097 0.00468947 0.00306193
internal_count=3121 1636 1485 1074 828 497
is_linear=0
shrinkage=0.1


Tree=4538
num_leaves=7
num_cat=0
split_feature=4 12 47 3 2 16
split_gain=1.90118e-05 3.67621e-05 4.79746e-05 8.12187e-05 7.84688e-05 8.47259e-05
threshold=0.27287000000000006 -0.040564999999999997 0.085270000000000026 0.10732000000000001 0.092365000000000017 -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=-0.019520695925559786 0.0099712199040272592 0.01328256401023702 0.015039490035519458 0.017443096335393333 -0.032434001503210373 -0.020683153854216201
leaf_weight=0.0010425430834014411 0.001590984542863179 0.0016165468917385083 0.001739471033682367 0.0013357850730754128 0.0012028746905116457 0.0013458088467796904
leaf_count=233 352 674 320 97 689 756
internal_value=0 -0.001964 0.000563949 -0.00401335 -0.0108944 -0.00214818
internal_weight=0 0.00828303 0.00724049 0.00550102 0.00416523 0.00296236
internal_count=3121 2769 2536 2216 2119 1430
is_linear=0
shrinkage=0.1


Tree=4539
num_leaves=8
num_cat=0
split_feature=49 42 15 15 4 43 15
split_gain=2.06201e-05 5.73907e-05 4.08565e-05 8.86912e-05 7.21166e-05 4.58102e-05 3.26147e-05
threshold=-0.043469999999999995 0.091545000000000015 -0.037864999999999989 -0.10653 -0.059649999999999988 -0.081374999999999989 -0.040804999999999994
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=0.020565923412384952 0.006007626734795617 -0.024869005573244743 0.014152951628886665 -0.031439203821274922 0.026810513353597028 -0.013011547535987151 -0.0031786760603331288
leaf_weight=0.0011114749710132376 0.0016078603619301222 0.0010014166073100015 0.0010311692732992079 0.0010426216746109787 0.0012800939048781745 0.001560002987713946 0.0012063006556861755
leaf_count=226 369 614 212 468 312 721 199
internal_value=0 -0.00257976 0.000842756 -0.00872285 0.0073919 -0.00220131 0.0082079
internal_weight=0 0.00752316 0.00652175 0.00265048 0.00387127 0.00259117 0.00231778
internal_count=3121 2696 2082 837 1245 933 425
is_linear=0
shrinkage=0.1


Tree=4540
num_leaves=10
num_cat=0
split_feature=484 47 47 4 12 151 43 13 15
split_gain=0.000199577 7.92271e-05 0.000121983 0.000117901 0.000108559 0.000100525 0.000125451 8.16785e-05 0.000123759
threshold=-1.0000000180025095e-35 0.13148500000000005 0.10254000000000001 0.27834500000000006 0.10124000000000001 -0.024429999999999997 -0.083684999999999996 -0.095304999999999987 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 -8 -9
right_child=1 -3 -4 -5 -6 6 7 8 -10
leaf_value=-0.00084809377570039201 0.00054888695751374131 -0.00045758124211942638 0.00074640972849798108 0.00062160576999266903 -0.00064360604265924117 0.0003548853473464032 0.0001635704699588793 -3.7690287189035777e-05 -0.00087698760404188755
leaf_weight=0.0010052788005873057 0.0012476910999361865 0.0010192274491100236 0.0010570944466099077 0.0011799682066812424 0.0010088838237612861 0.0018516602810330299 0.0011868439694006478 0.0013633214827145194 0.0013387647589107184
leaf_count=515 291 55 121 288 273 319 141 308 810
internal_value=0 6.37524e-05 0.000115672 4.30187e-05 -4.23508e-05 4.44511e-05 -6.51857e-05 -0.000265197 -0.000453525
internal_weight=0 0.0112535 0.0102342 0.00917713 0.00799717 0.00698828 0.00574059 0.00388893 0.00270209
internal_count=3121 2606 2551 2430 2142 1869 1578 1259 1118
is_linear=0
shrinkage=0.00196078


Tree=4541
num_leaves=7
num_cat=0
split_feature=0 15 12 13 4 48
split_gain=1.9954e-05 6.56622e-05 5.31825e-05 5.33424e-05 4.82471e-05 4.75303e-05
threshold=-0.060129999999999996 -1.0000000180025095e-35 0.088615000000000013 -0.01163 -0.37944499999999992 0.086260000000000017
decision_type=2 2 2 2 2 2
left_child=2 -2 3 -1 -3 -5
right_child=1 4 -4 5 -6 -7
leaf_value=0.017365107253766509 0.026171463542572361 -0.016836883098984776 -0.018006335391641589 0.0050012795804808179 0.012626391165397093 -0.019984586312223766
leaf_weight=0.0015657825228001182 0.001105555179997799 0.0012369585237949079 0.0017800944556182838 0.0018613092040214987 0.0010092720366068684 0.0012883160204945959
leaf_count=953 259 191 1091 388 123 116
internal_value=0 0.00622084 -0.00327927 0.00228028 -0.0035985 -0.00521889
internal_weight=0 0.00335179 0.0064955 0.00471541 0.00224623 0.00314963
internal_count=3121 573 2548 1457 314 504
is_linear=0
shrinkage=0.1


Tree=4542
num_leaves=8
num_cat=0
split_feature=49 1 47 52 3 13 15
split_gain=1.90091e-05 3.89029e-05 7.27821e-05 6.59328e-05 9.36874e-05 0.000188474 2.81552e-05
threshold=-0.043469999999999995 0.12337000000000002 0.092530000000000015 -0.07167999999999998 -0.08824499999999999 -0.084319999999999992 -0.040804999999999994
decision_type=2 2 2 2 2 2 2
left_child=6 2 3 -2 -5 -6 -1
right_child=1 -3 -4 4 5 -7 -8
leaf_value=0.019392798388541022 -0.022615321160607552 0.013361658163677874 -0.029822289257922876 -0.017707751718032592 -0.014491227257811927 0.037722150465590389 -0.0026817911427444094
leaf_weight=0.0011078321017516561 0.0011003328079665867 0.0012841177641599042 0.001045451504067531 0.0012587753904047304 0.0012194438485627996 0.0015963392673906691 0.0012076447156816666
leaf_count=226 549 241 241 404 402 859 199
internal_value=0 -0.00248494 -0.00575629 -0.000894386 0.00497134 0.0151099 0.00787972
internal_weight=0 0.00750446 0.00622034 0.00517489 0.00407456 0.00281578 0.00231548
internal_count=3121 2696 2455 2214 1665 1261 425
is_linear=0
shrinkage=0.1


Tree=4543
num_leaves=8
num_cat=0
split_feature=15 16 48 52 133 16 15
split_gain=5.8483e-05 5.05757e-05 7.65296e-05 6.81944e-05 7.26791e-05 0.000110793 0.000112118
threshold=-0.24436499999999997 -0.36241499999999999 0.092475000000000016 -0.088204999999999992 0.084990000000000024 -0.010264999999999998 -0.095244999999999982
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5
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leaf_value=0.00041786382382990342 -0.00035419839884926282 -0.00039227721922857308 0.00042849646764818824 0.00033441105644996949 -0.00039197005556733036 0.00056326949630671689 -0.00045446316873731178
leaf_weight=0.0011080873237750656 0.0018090212995943997 0.0019132470028758097 0.001387523426924552 0.0013076683977570876 0.0011952184812055707 0.0016071518339937883 0.0014727718155437212
leaf_count=253 248 564 291 117 600 266 782
internal_value=0 -5.53634e-05 5.49031e-06 -7.28083e-05 3.66747e-05 0.000153441 -8.34479e-05
internal_weight=0 0.0106926 0.00888358 0.00749606 0.00558281 0.00438759 0.00278044
internal_count=3121 2868 2620 2329 1765 1165 899
is_linear=0
shrinkage=0.00196078


Tree=4544
num_leaves=7
num_cat=0
split_feature=52 52 12 16 1 2
split_gain=2.02337e-05 3.40384e-05 6.38677e-05 6.35338e-05 3.79285e-05 8.96644e-05
threshold=0.15116000000000002 0.096795000000000006 0.097825000000000009 0.071345000000000006 0.11181500000000001 0.089885000000000007
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=-0.010802843901927223 -0.013337391574480932 0.018272888668050487 0.018246779365360167 -0.02434597908925358 -0.016471638729121735 0.019708682961060792
leaf_weight=0.0018889111223718931 0.001025177583574126 0.001064376444695204 0.0014330628229437172 0.0013527241675692992 0.0010770510494170831 0.0019651814698283376
leaf_count=1087 377 257 372 402 234 392
internal_value=0 0.00150881 -0.000803413 -0.00514789 0.000118579 0.00475482
internal_weight=0 0.00878131 0.00771693 0.00628387 0.00493114 0.00385409
internal_count=3121 2744 2487 2115 1713 1479
is_linear=0
shrinkage=0.1


Tree=4545
num_leaves=9
num_cat=0
split_feature=15 49 15 4 0 0 4 457
split_gain=5.34188e-05 4.87472e-05 7.12272e-05 6.56384e-05 7.2534e-05 8.11095e-05 5.54546e-05 4.91731e-05
threshold=-0.24436499999999997 -0.043469999999999995 -0.055554999999999993 0.04735000000000001 -0.077999999999999986 0.089620000000000019 0.053925000000000008 0.085540000000000019
decision_type=2 2 2 2 2 2 2 2
left_child=-1 7 6 4 -4 -6 -3 -2
right_child=1 2 3 -5 5 -7 -8 -9
leaf_value=0.00040746970695575938 -5.1506918884771852e-05 -7.8986320867094524e-05 -0.00052606161370458452 0.0003703248102201161 0.00043420807170201759 -0.00025334317190193307 -0.00068544495761415671 0.00048307324610700201
leaf_weight=0.0010601257021710256 0.001594589198380047 0.0010344170534113742 0.0012468343233492563 0.001318249708848163 0.0011692495360273638 0.0015135926595882102 0.0013186746948753863 0.0011306034641861897
leaf_count=253 314 531 968 96 453 139 256 111
internal_value=0 -5.47194e-05 -0.000135387 -8.28744e-06 -0.000135297 4.63088e-05 -0.000418846 0.000170275
internal_weight=0 0.0103262 0.00760102 0.00524793 0.00392968 0.00268284 0.00235309 0.00272519
internal_count=3121 2868 2443 1656 1560 592 787 425
is_linear=0
shrinkage=0.00196078


Tree=4546
num_leaves=6
num_cat=0
split_feature=42 160 43 4 4
split_gain=1.96328e-05 5.67739e-05 7.87626e-05 5.56095e-05 7.31748e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 0.24564500000000003 -0.0024449999999999997
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.010143161526826665 -0.012969566952715268 0.02573175618267361 0.0083174589237972035 0.019735561987858297 -0.020372768768762279
leaf_weight=0.0016104867952695242 0.0019482742165522022 0.0015983516214963262 0.0017735194477493375 0.0010920654868461972 0.0017824348814944168
leaf_count=862 828 482 585 180 184
internal_value=0 0.00193427 0.00658286 -2.02934e-06 -0.00606362
internal_weight=0 0.00819465 0.00624637 0.00464802 0.00355595
internal_count=3121 2259 1431 949 769
is_linear=0
shrinkage=0.1


Tree=4547
num_leaves=8
num_cat=0
split_feature=52 160 0 16 52 2 43
split_gain=1.82813e-05 7.67919e-05 6.15287e-05 7.25242e-05 4.96714e-05 8.24025e-05 6.62688e-05
threshold=-0.046924999999999988 -1.0000000180025095e-35 -0.15202999999999997 0.10246000000000001 0.10347000000000002 0.10613000000000002 -0.0037449999999999996
decision_type=2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 6 -3
right_child=1 4 3 -5 -6 -7 -8
leaf_value=-0.014124942097387089 -0.025292990055951117 -0.011331013398421897 0.035291603312990812 -0.0007023481041418361 0.021391792175405069 -0.023720654607842586 0.019630367187022449
leaf_weight=0.0010412452990362642 0.0012596859758633935 0.0011837392120798221 0.0010046925823319088 0.0012641266160980131 0.0010731260061697624 0.0012897566233318284 0.0016617843697362611
leaf_count=70 743 593 444 439 204 210 418
internal_value=0 -0.00313702 0.00600043 0.0152367 0.00222154 -0.00275324 0.00675042
internal_weight=0 0.00646809 0.00331006 0.00226882 0.00520841 0.00413528 0.00284552
internal_count=3121 2168 953 883 1425 1221 1011
is_linear=0
shrinkage=0.1


Tree=4548
num_leaves=8
num_cat=0
split_feature=1 4 47 15 51 4 1
split_gain=1.73958e-05 4.92548e-05 2.67845e-05 6.03161e-05 5.16597e-05 3.6831e-05 3.29914e-05
threshold=0.077565000000000009 -0.083854999999999985 0.087235000000000021 1.0000000180025095e-35 0.086685000000000012 0.024790000000000003 0.12337000000000002
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=0.0037136759202256267 0.010385655551149703 -0.023452813455262532 -0.016847226535953719 -0.010212421429323286 -0.0029803196207368499 0.036847699280849466 0.0071984654659527402
leaf_weight=0.0017506187339190388 0.0010358642409643488 0.0010785839502197028 0.0012791244752207208 0.0014022859997113754 0.0010924178467554345 0.0010685540462076217 0.0010300992910243622
leaf_count=353 315 1283 222 428 142 300 78
internal_value=0 -0.00664307 0.00266646 0.00707861 0.0146633 0.0238222 -0.00612092
internal_weight=0 0.0028292 0.00690835 0.00459912 0.00319684 0.00210442 0.00230922
internal_count=3121 1636 1485 1185 757 615 300
is_linear=0
shrinkage=0.1


Tree=4549
num_leaves=8
num_cat=0
split_feature=11 48 0 2 2 3 15
split_gain=1.76577e-05 3.17535e-05 8.12346e-05 5.7911e-05 4.84735e-05 5.08379e-05 4.72617e-05
threshold=1.0000000180025095e-35 0.016865000000000002 -0.20211999999999997 0.11237500000000002 0.084245000000000014 -0.022174999999999997 -0.016799999999999995
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=-0.011729838205201381 -0.011794699584380147 -0.0066149409389023184 0.029325787359372427 0.017770946042839998 -0.0026867927499519082 -0.033290234733266998 0.014534547354402997
leaf_weight=0.0013395371598215046 0.0011281378699420719 0.0012863413165063453 0.0012304170628916989 0.0011524198139943476 0.0010642946851836641 0.001107811269997342 0.0014024373533647653
leaf_count=275 244 81 476 340 1053 150 502
internal_value=0 0.00151293 0.0109561 -0.00240468 -0.00713615 -0.0182951 0.0017036
internal_weight=0 0.00858326 0.00251676 0.0060665 0.00491408 0.00217211 0.00274197
internal_count=3121 2877 557 2320 1980 1203 777
is_linear=0
shrinkage=0.1


Tree=4550
num_leaves=7
num_cat=0
split_feature=52 13 3 2 43 1
split_gain=1.75425e-05 5.14597e-05 4.12887e-05 3.16103e-05 7.40449e-05 2.607e-05
threshold=0.11434500000000002 -0.23438999999999996 0.097915000000000016 0.088850000000000012 -0.074359999999999996 0.078340000000000007
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=0.02259617281594592 -0.010711839636339628 0.011964383293096972 -0.016221744975301117 0.00038119774518558078 -0.019496359696033579 0.019527942392601649
leaf_weight=0.0010299143789566584 0.0013267063477731518 0.0014155869619240488 0.0014760119403751382 0.0014083505249093281 0.0015865313184522652 0.0014364592009339335
leaf_count=137 501 572 137 655 787 332
internal_value=0 0.00166669 -0.00127688 0.00249584 -0.0046617 0.0100492
internal_weight=0 0.00835285 0.00732294 0.00584693 0.00300212 0.00284481
internal_count=3121 2620 2483 2346 1359 987
is_linear=0
shrinkage=0.1


Tree=4551
num_leaves=8
num_cat=0
split_feature=1 0 4 47 48 16 47
split_gain=1.64169e-05 4.27778e-05 2.58853e-05 4.84178e-05 6.54264e-05 4.01533e-05 1.90465e-05
threshold=0.077565000000000009 0.062580000000000011 -0.04890499999999999 0.087235000000000021 0.086260000000000017 -0.018494999999999998 0.11402500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 -4 -5
right_child=2 -3 3 6 -6 -7 -8
leaf_value=-0.018571589784053419 -0.0089374780190265898 0.0061126905518748961 0.035308974029644717 -0.015906711663970837 -0.00776256443638167 0.0086056963252133557 0.0032986045453923907
leaf_weight=0.0014313260059800245 0.0015115785753394796 0.0013779520178952653 0.0012108256410644071 0.0010107174571309615 0.0010057131872710312 0.0010526581939318753 0.0010557961138345719
leaf_count=1565 551 71 326 156 152 192 108
internal_value=0 -0.00646394 0.00261428 0.00588683 0.0134605 0.0228903 -0.00609458
internal_weight=0 0.00280928 0.00684729 0.00533571 0.0032692 0.00226348 0.00206651
internal_count=3121 1636 1485 934 670 518 264
is_linear=0
shrinkage=0.1


Tree=4552
num_leaves=8
num_cat=0
split_feature=11 48 0 42 2 2 0
split_gain=4.69818e-05 5.6194e-05 9.87636e-05 5.95491e-05 6.86981e-05 9.5468e-05 2.82511e-05
threshold=0.080455000000000013 0.016865000000000002 -0.20211999999999997 0.086325000000000013 0.11237500000000002 0.084245000000000014 -0.083674999999999986
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=0.0004095954826109124 -0.00040956766702748436 -0.00011007191542041475 0.00060014695972264258 -0.00036229017101096822 0.00048666954800663048 -0.00038559723878654788 -3.4063964697484103e-05
leaf_weight=0.001218575890818955 0.0010128433058625959 0.0014537107082510661 0.0015612743426511248 0.0018685473145751592 0.0010775749863549313 0.0019485480453159997 0.0010085101933769692
leaf_count=207 189 82 494 955 188 800 206
internal_value=0 3.33305e-05 0.000257707 -6.16588e-05 4.52747e-05 -6.86328e-05 0.000208689
internal_weight=0 0.0101367 0.00301499 0.00712176 0.00525321 0.00417563 0.00222709
internal_count=3121 2932 576 2356 1401 1213 413
is_linear=0
shrinkage=0.00196078


Tree=4553
num_leaves=6
num_cat=0
split_feature=15 52 2 2 15
split_gain=1.76319e-05 3.04442e-05 6.38462e-05 9.14031e-05 5.41646e-05
threshold=-0.11713499999999999 -0.088204999999999992 0.092875000000000013 0.10912000000000001 -0.031204999999999997
decision_type=2 2 2 2 2
left_child=-1 -2 4 -4 -3
right_child=1 2 3 -5 -6
leaf_value=-0.0093168600845195213 -0.0090255424325168861 0.028354428247873799 -0.025964383072205933 0.010952433116930334 0.0028490853205238604
leaf_weight=0.0016866886618457236 0.0019223383360379466 0.0015490179322870819 0.0012414737830039632 0.0014587037354182896 0.0018003711213396716
leaf_count=484 616 315 359 268 1079
internal_value=0 0.00193718 0.00542075 -0.00602099 0.0146447
internal_weight=0 0.0079719 0.00604957 0.00270018 0.00334939
internal_count=3121 2637 2021 627 1394
is_linear=0
shrinkage=0.1


Tree=4554
num_leaves=7
num_cat=0
split_feature=0 15 12 13 3 4
split_gain=1.8964e-05 5.63101e-05 5.09563e-05 4.52454e-05 4.27772e-05 4.11489e-05
threshold=-0.060129999999999996 -1.0000000180025095e-35 0.088615000000000013 -0.01163 0.090900000000000009 -0.37944499999999992
decision_type=2 2 2 2 2 2
left_child=2 -2 3 -1 -5 -3
right_child=1 5 -4 4 -6 -7
leaf_value=0.016340977340393057 0.024748365508251321 -0.01554620150801425 -0.017808316990456666 -0.019729425351465917 0.0045577696930506539 0.011886842338642107
leaf_weight=0.0015295618139397433 0.0010879699166414353 0.0012007484464601134 0.0017383871778871096 0.0011724490803972738 0.0019010905727216976 0.0010039291781064118
leaf_count=953 259 191 1091 359 145 123
internal_value=0 0.00613244 -0.00322168 0.00228705 -0.00470696 -0.0030542
internal_weight=0 0.00329265 0.00634149 0.0046031 0.00307354 0.00220468
internal_count=3121 573 2548 1457 504 314
is_linear=0
shrinkage=0.1


Tree=4555
num_leaves=10
num_cat=0
split_feature=47 47 16 12 13 51 51 49 3
split_gain=6.29101e-05 0.000111132 5.99276e-05 8.35003e-05 6.49219e-05 5.53745e-05 5.84173e-05 8.56103e-05 5.9727e-05
threshold=0.13148500000000005 0.10254000000000001 -0.48836499999999994 0.10193000000000001 -0.095539999999999986 -0.076794999999999988 0.08955500000000001 -1.0000000180025095e-35 -0.034684999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 7 -7 -9
right_child=-2 -3 3 -5 5 6 -8 8 -10
leaf_value=0.00040990104516837848 -0.00047793517011958034 0.00063525389823555691 -0.00043419455415622969 -0.00056744525943034285 -0.00032938357563580989 0.00073291450573121579 -0.00023946362364073303 -0.00016023502681429249 0.0004515245453422345
leaf_weight=0.0010358004702521436 0.001009530370961278 0.0010631438812327395 0.0011481932710760267 0.0012043154086568177 0.001058563229496612 0.0011289355648006162 0.0010582140507039918 0.0015331528203460748 0.0010229778759017916
leaf_count=228 65 187 234 328 402 255 237 1057 128
internal_value=0 3.50707e-05 -3.43602e-05 -9.07922e-05 -8.19683e-06 7.61087e-05 0.000166603 0.00028321 8.45946e-05
internal_weight=0 0.0102533 0.00919015 0.00815435 0.00695004 0.00580184 0.00474328 0.00368507 0.00255613
internal_count=3121 3056 2869 2641 2313 2079 1677 1440 1185
is_linear=0
shrinkage=0.00196078


Tree=4556
num_leaves=9
num_cat=0
split_feature=11 3 1 133 0 16 16 47
split_gain=7.8254e-05 0.000109941 8.44863e-05 0.000100941 0.000116108 7.18355e-05 5.95193e-05 5.89335e-05
threshold=0.081790000000000015 -0.12018999999999998 0.094825000000000007 0.076280000000000014 -0.13455999999999999 -0.36241499999999999 -0.056919999999999991 0.08265500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -4 -7 -8
right_child=-2 2 5 -5 -6 6 7 -9
leaf_value=0.00053518649073899891 -0.00053163870557590821 -1.5172864086202682e-05 -0.00028216769575115455 0.00015891767244211903 -0.00080128310819337924 0.00056142085971813466 0.00037162710606126792 -0.00028508198645648086
leaf_weight=0.0014822223459655002 0.0010102914205636039 0.0013074818512180144 0.0011739012449998704 0.0016352471503682459 0.0016141625135920178 0.0015869583965230252 0.001102150799895747 0.001003957374942873
leaf_count=180 175 103 206 818 1093 194 249 103
internal_value=0 3.87847e-05 -3.92914e-05 -0.00023116 -0.000449486 0.000140353 0.000274658 5.85815e-05
internal_weight=0 0.0109061 0.00942386 0.00455689 0.00292164 0.00486697 0.00369307 0.00210611
internal_count=3121 2946 2766 2014 1196 752 546 352
is_linear=0
shrinkage=0.00196078


Tree=4557
num_leaves=9
num_cat=0
split_feature=484 133 0 0 133 42 15 3
split_gain=0.000209229 5.35386e-05 6.56464e-05 6.49593e-05 0.000139351 0.00016812 9.68865e-05 7.18299e-05
threshold=-1.0000000180025095e-35 0.099660000000000012 1.0000000180025095e-35 -0.053834999999999994 -0.0061299999999999992 0.088060000000000013 -0.10091499999999999 0.090900000000000009
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=-0.00086580685541333912 -0.00054855904509663856 -0.00035192191922600824 0.00046199577740299255 -0.00038573798796409713 0.00043718270160952085 0.00084827209435558678 -0.0004824345423905936 0.0001297854254088811
leaf_weight=0.0010057353832094258 0.0010418666750283039 0.0010498678355857259 0.0017188032605502607 0.0011771187830183338 0.0016218248131778103 0.0013117125892411 0.0013955315674774138 0.001560922527039682
leaf_count=515 719 411 258 169 160 289 477 123
internal_value=0 6.8956e-05 0.000113917 4.01371e-05 0.000112456 0.000229382 5.20646e-05 -0.0001592
internal_weight=0 0.0108776 0.00982778 0.00810898 0.00693186 0.00588999 0.00457828 0.00295645
internal_count=3121 2606 2195 1937 1768 1049 760 600
is_linear=0
shrinkage=0.00196078


Tree=4558
num_leaves=9
num_cat=0
split_feature=147 11 52 2 4 3 43 0
split_gain=6.74991e-05 8.26182e-05 6.4836e-05 8.48572e-05 9.37581e-05 8.03527e-05 0.000122191 6.57914e-05
threshold=1.0000000180025095e-35 0.079915000000000014 0.15116000000000002 0.099185000000000009 0.033845000000000007 -0.08824499999999999 -0.074359999999999996 -0.13027499999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 -7 -8
right_child=-2 -3 -4 4 -6 6 7 -9
leaf_value=-0.00051671733681242222 0.00046891996532085015 -0.00059642749408972797 -0.00046862328453546836 0.00059771819857696077 -0.0001031524758760729 0.00049850481958010179 0.00013397932515406662 -0.00047510334082431364
leaf_weight=0.0013204243160655528 0.0010078477009687259 0.0010068773855692803 0.0010391742998740834 0.0018064898959156807 0.0012358467018179844 0.0014502273986458942 0.0012273199549924997 0.0015340806326078677
leaf_count=405 183 190 359 302 307 508 87 780
internal_value=0 -6.20475e-05 -6.07914e-06 4.9979e-05 0.000313013 -9.46759e-05 3.7642e-05 -0.000204393
internal_weight=0 0.0106204 0.00961356 0.00857439 0.00304234 0.00553205 0.00421163 0.0027614
internal_count=3121 2938 2748 2389 609 1780 1375 867
is_linear=0
shrinkage=0.00196078


Tree=4559
num_leaves=8
num_cat=0
split_feature=52 13 51 47 52 1 3
split_gain=2.02917e-05 4.61267e-05 4.56663e-05 5.60747e-05 9.15525e-05 5.84102e-05 4.89862e-05
threshold=0.11434500000000002 -0.23438999999999996 0.085720000000000005 0.10904500000000002 -0.088204999999999992 0.090405000000000013 -0.078934999999999991
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=0.021452876308897875 -0.011527270641560797 -0.017697433390376785 -0.020881655558593282 -0.019533001031491623 -0.010980878490598187 0.026394767396185126 0.018610847964345627
leaf_weight=0.0010415803313047617 0.0013324756381021376 0.0012371482471097497 0.0010012711336067669 0.0010091927110569502 0.0012290632119574055 0.0018685081589446643 0.0010267387817957828
leaf_count=137 501 526 268 117 894 430 248
internal_value=0 0.00175443 -0.00102877 0.0020915 0.0061619 0.0133189 0.00248793
internal_weight=0 0.0084135 0.00737192 0.00637065 0.00536146 0.00412431 0.0022558
internal_count=3121 2620 2483 2215 2098 1572 1142
is_linear=0
shrinkage=0.1


Tree=4560
num_leaves=9
num_cat=0
split_feature=147 52 11 13 16 16 1 15
split_gain=5.84667e-05 5.74732e-05 5.47454e-05 6.80774e-05 7.18353e-05 0.000123736 6.06746e-05 5.68719e-05
threshold=1.0000000180025095e-35 0.15915500000000002 1.0000000180025095e-35 -0.084034999999999985 -0.079109999999999986 0.064860000000000015 0.077845000000000011 -0.091964999999999977
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 6 7 -6 -1 -5
right_child=-2 -3 -4 4 5 -7 -8 -9
leaf_value=5.8127864809801802e-05 0.00044072976783867762 -0.00048702653552180599 -0.00041961334333519192 -6.4839358818916359e-05 0.00043734872980547392 -0.00026336372484858493 0.00065754573240944054 -0.00068953521594425935
leaf_weight=0.0015307407534195345 0.0010359609316232246 0.0010318657839364235 0.001069612975362815 0.0012725705172912079 0.002006751947356146 0.0018733907961114176 0.0011274246101496807 0.001001053492720306
leaf_count=455 183 363 210 212 607 376 261 454
internal_value=0 -4.66916e-05 -7.10314e-07 5.01371e-05 -6.31332e-05 9.90343e-05 0.000312363 -0.000339887
internal_weight=0 0.0109134 0.00988155 0.00881193 0.00615377 0.00388014 0.00265817 0.00227362
internal_count=3121 2938 2575 2365 1649 983 716 666
is_linear=0
shrinkage=0.00196078


Tree=4561
num_leaves=9
num_cat=0
split_feature=42 43 16 0 12 15 16 51
split_gain=4.36516e-05 6.38152e-05 5.80863e-05 7.08479e-05 8.53602e-05 6.0782e-05 8.17924e-05 6.02856e-05
threshold=-0.095859999999999987 -0.17390999999999998 0.22339500000000004 -0.060129999999999996 0.088615000000000013 -0.0088349999999999974 -0.071854999999999988 0.082455000000000014
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=-0.00039478172588202617 0.00048649584023950984 -0.00016287567210305118 -0.00039257553899695502 0.00043817573131627497 -0.00050182971278633383 0.00039899525592260865 -0.00048554915406258392 0.00050258066573927954
leaf_weight=0.001001757307301023 0.0010720876759922433 0.0010879421798210965 0.0013615860178808181 0.0014424175901233153 0.0012499696754978279 0.0015108418643750452 0.0011946459899661189 0.0010086579707556218
leaf_count=241 125 256 381 283 803 540 373 119
internal_value=0 3.46785e-05 -2.00171e-05 4.76688e-05 -4.54027e-05 7.34039e-05 -7.60583e-05 0.00015727
internal_weight=0 0.00992815 0.00885606 0.00749448 0.00605206 0.00480209 0.00329125 0.0020966
internal_count=3121 2880 2755 2374 2091 1288 748 375
is_linear=0
shrinkage=0.00196078


Tree=4562
num_leaves=9
num_cat=0
split_feature=147 48 48 1 4 15 1 133
split_gain=6.52067e-05 5.50571e-05 0.000130128 6.95143e-05 0.000106947 5.41857e-05 9.11659e-05 7.44657e-05
threshold=1.0000000180025095e-35 0.11951500000000001 0.093265000000000015 0.111945 0.08184000000000001 -0.090644999999999989 0.083835000000000007 1.0000000180025095e-35
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=0.00026782647422940616 0.00046251981962160132 -0.00049473842945009278 0.00061176023901610664 0.00022455973288958449 -0.00077351950207173528 0.00028377380111576457 -0.00064631904108887982 -0.00035897713923452795
leaf_weight=0.0012712226999825179 0.001009036702832017 0.0010092331657326993 0.0011286595710526806 0.0019616307869290122 0.0010375070625657321 0.0015555273372770914 0.0012108734356542222 0.0012497784844214288
leaf_count=275 183 107 237 327 186 611 570 625
internal_value=0 -5.94981e-05 -1.28438e-05 -9.79174e-05 -0.000197932 -8.49883e-05 -0.000196663 -2.57512e-06
internal_weight=0 0.0104244 0.0094152 0.00828654 0.00632491 0.0052874 0.00401618 0.00280531
internal_count=3121 2938 2831 2594 2267 2081 1806 1236
is_linear=0
shrinkage=0.00196078


Tree=4563
num_leaves=10
num_cat=0
split_feature=48 48 51 1 159 2 3 13 51
split_gain=5.33359e-05 0.000101607 8.29779e-05 7.44513e-05 7.56348e-05 0.000106384 0.000101213 0.000100863 5.24331e-05
threshold=0.11951500000000001 0.093265000000000015 0.087505000000000013 0.111945 0.082585000000000006 0.10327000000000001 1.0000000180025095e-35 -0.084034999999999985 -0.070629999999999984
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 -5
right_child=-2 -3 -4 8 -6 -7 -8 -9 -10
leaf_value=0.00049511626277600168 -0.00041380323623017981 0.00058528967946037567 -0.00053871655715474374 4.9722797691708148e-05 -0.00055336839969308857 -0.00040737140081256539 0.00071760112601989678 -0.00028599596005143038 0.00067986549782085494
leaf_weight=0.0010107289404429633 0.0011029680888306409 0.0011662220586198145 0.0010834902711784585 0.0010155732980184394 0.0010284462743901214 0.0015380592379907734 0.0010619941729002047 0.001712316424006544 0.0010151339164963273
leaf_count=430 114 239 312 86 308 319 87 984 242
internal_value=0 3.91899e-05 -2.80921e-05 3.79112e-05 -6.65775e-05 2.74726e-05 0.000204172 3.93411e-06 0.000364726
internal_weight=0 0.010632 0.00946574 0.00838225 0.00635155 0.0053231 0.00378504 0.00272305 0.00203071
internal_count=3121 3007 2768 2456 2128 1820 1501 1414 328
is_linear=0
shrinkage=0.00196078


Tree=4564
num_leaves=9
num_cat=0
split_feature=0 15 0 15 49 4 1 457
split_gain=1.8823e-05 5.25125e-05 4.67325e-05 5.47409e-05 5.78972e-05 3.70592e-05 3.50279e-05 2.55481e-05
threshold=-0.060129999999999996 -1.0000000180025095e-35 -0.082974999999999979 -0.11713499999999999 -0.006494999999999999 -0.37944499999999992 0.091785000000000019 0.083570000000000019
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 7 -3 -6 -5
right_child=1 5 -4 4 6 -7 -8 -9
leaf_value=-0.017323567968837852 0.023793017579610252 -0.01453325938033799 -0.023024540337868282 -0.017287049389422972 0.0052647945270922984 0.011248356272077454 0.030966175871948165 0.0051899947349374753
leaf_weight=0.0013189897956453599 0.0011104221056409415 0.0012237662592150885 0.0010066977536193501 0.0010110007875313381 0.0011054760420607149 0.0010241259740338812 0.0010191337235854331 0.0010117400507587762
leaf_count=322 259 191 978 236 776 123 115 121
internal_value=0 0.00600144 -0.00322505 0.000421283 0.00606471 -0.00278731 0.0175932 -0.00604442
internal_weight=0 0.00335831 0.00647304 0.00546634 0.00414735 0.00224789 0.00212461 0.00202274
internal_count=3121 573 2548 1570 1248 314 891 357
is_linear=0
shrinkage=0.1


Tree=4565
num_leaves=7
num_cat=0
split_feature=52 0 0 2 1 12
split_gain=1.78137e-05 4.32777e-05 5.8241e-05 6.28737e-05 7.25414e-05 5.69927e-05
threshold=0.11434500000000002 -0.077999999999999986 -0.10607499999999999 0.11215000000000001 0.090540000000000023 0.09202500000000001
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=-0.0059453606828750519 -0.010784975572176095 -0.00057380911968886819 -0.021376682345762871 -0.015344288123216133 0.028785642364981812 0.025902371964592448
leaf_weight=0.0011637416872076209 0.0013384847985441163 0.0019475076532204758 0.0014185667231114739 0.0012916579145635316 0.0012444988300136309 0.0013957049000105103
leaf_count=170 501 412 1269 154 144 471
internal_value=0 0.00163036 -0.00414948 0.00245554 0.0120025 0.0104793
internal_weight=0 0.00846168 0.00511847 0.0036999 0.00240824 0.00334321
internal_count=3121 2620 1737 468 314 883
is_linear=0
shrinkage=0.1


Tree=4566
num_leaves=7
num_cat=0
split_feature=484 160 42 43 16 0
split_gain=1.72845e-05 4.09554e-05 6.30901e-05 7.39833e-05 7.48732e-05 7.19125e-05
threshold=0.084040000000000017 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 -0.056919999999999991 -0.20211999999999997
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=-0.018368043575594271 0.011715340358584148 -0.01862253339480192 0.024052838664429661 -0.011438507463758118 -0.019357795196376371 0.020241646985836376
leaf_weight=0.0012419026447591588 0.0011059558396020524 0.0013143701548155194 0.0015935804857881734 0.0011660240731563619 0.0014900262472496489 0.0018586861840314065
leaf_count=632 368 713 467 89 314 538
internal_value=0 -0.00155996 0.00125223 0.00552882 -0.00100966 0.00802897
internal_weight=0 0.00866459 0.00742269 0.00610832 0.00451474 0.00302471
internal_count=3121 2753 2121 1408 941 627
is_linear=0
shrinkage=0.1


Tree=4567
num_leaves=8
num_cat=0
split_feature=457 1 484 12 151 2 4
split_gain=1.72144e-05 4.10861e-05 3.99128e-05 6.01547e-05 7.02938e-05 8.02415e-05 9.27481e-05
threshold=0.088350000000000026 0.12500000000000003 0.084040000000000017 0.10193000000000001 -0.0077149999999999988 0.098260000000000014 -0.077679999999999985
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=-0.026634100233971288 0.011874586474564276 0.014663913337889984 0.014003095268016342 -0.029489995053748497 0.011658843991285951 0.020905523049933608 -0.025174234957311067
leaf_weight=0.0010238760467216595 0.0010765583262241753 0.0013262518303410352 0.0010094922973946634 0.0010323928006104061 0.0013012037050137597 0.0015278366635903332 0.0014404364911107536
leaf_count=311 158 261 302 308 732 375 674
internal_value=0 -0.00153349 -0.00446208 -0.00740884 -0.00310222 0.00254103 -0.00769297
internal_weight=0 0.00866149 0.00733524 0.00632575 0.00529335 0.00426948 0.00274164
internal_count=3121 2963 2702 2400 2092 1781 1406
is_linear=0
shrinkage=0.1


Tree=4568
num_leaves=7
num_cat=0
split_feature=47 4 4 3 13 0
split_gain=1.78977e-05 6.938e-05 7.73911e-05 5.96142e-05 6.33519e-05 7.0092e-05
threshold=0.12431000000000002 0.24564500000000003 0.053925000000000008 0.096675000000000011 -0.033284999999999988 -0.077809999999999976
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=-0.021939249025834245 -0.012503523250888618 0.018448766157653375 -0.028880261596663116 0.018117335778687738 -0.013167017634867433 0.018483112322125485
leaf_weight=0.0014430249957400054 0.0010310938137550107 0.0018773115250915262 0.0010053259984339168 0.001528828008587807 0.0013028174323081426 0.0015114900362922341
leaf_count=1203 91 402 258 153 639 375
internal_value=0 0.00143298 -0.00327054 0.00117906 -0.00490356 0.00383143
internal_weight=0 0.0086688 0.00679149 0.00578616 0.00425733 0.00281431
internal_count=3121 3030 2628 2370 2217 1014
is_linear=0
shrinkage=0.1


Tree=4569
num_leaves=9
num_cat=0
split_feature=41 13 52 16 15 2 1 0
split_gain=9.93638e-05 5.71679e-05 0.000107638 9.37328e-05 7.73132e-05 0.000113021 0.000107754 8.1344e-05
threshold=1.0000000180025095e-35 -0.0034749999999999994 -0.013374999999999998 -0.078844999999999985 0.024640000000000006 0.11215000000000001 0.094825000000000007 -0.11242999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 -3
right_child=-2 4 3 -5 -6 -7 -8 -9
leaf_value=0.00064706255593198383 -0.00059926162741081083 0.00027550276969951957 0.00027374105298601687 -0.00045921022970165824 -0.00057119707540047348 -0.00041133714778315833 0.00057204522329428972 -0.00048170270116445449
leaf_weight=0.0014898418831614307 0.0010036485105605784 0.0011436020538178053 0.0017756640522648322 0.0010780961295388861 0.0010031316281407191 0.0016395533360011451 0.0017041867496972959 0.0010428534804423077
leaf_count=652 173 72 792 547 300 179 194 212
internal_value=0 4.55291e-05 0.000219868 -3.15395e-06 -7.03781e-05 2.04663e-05 0.000202432 -8.56545e-05
internal_weight=0 0.0108769 0.0043436 0.00285376 0.00653333 0.0055302 0.00389064 0.00218646
internal_count=3121 2948 1991 1339 957 657 478 284
is_linear=0
shrinkage=0.00196078


Tree=4570
num_leaves=8
num_cat=0
split_feature=49 15 42 3 2 4 15
split_gain=1.73408e-05 3.27698e-05 3.23684e-05 0.00012461 6.90567e-05 5.96718e-05 0.000113904
threshold=-0.043469999999999995 -0.067579999999999987 0.084050000000000014 -0.078934999999999991 0.11389000000000002 -0.084369999999999987 -0.016799999999999995
decision_type=2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -2 -7
right_child=2 -3 3 -5 -6 6 -8
leaf_value=0.021052716610452632 -0.0088248720279010245 -0.003072339018786889 -0.034727761092739111 0.013239086771582234 -0.019453991557359142 -0.00015254024412250625 0.04190676472856672
leaf_weight=0.0010072162452253136 0.0013827335010848452 0.0012767391261959376 0.0011760319213418341 0.0010039140692859288 0.0011780422228050312 0.0016017578611014359 0.0010767367159899084
leaf_count=186 443 239 698 528 229 419 379
internal_value=0 0.00756673 -0.00239808 -0.012638 0.0018625 0.00804579 0.016755
internal_weight=0 0.00228396 0.00741922 0.00217995 0.00523927 0.00406123 0.00267849
internal_count=3121 425 2696 1226 1470 1241 798
is_linear=0
shrinkage=0.1


Tree=4571
num_leaves=7
num_cat=0
split_feature=52 52 52 12 43 16
split_gain=1.70537e-05 4.25274e-05 3.81928e-05 4.27766e-05 6.39959e-05 7.89502e-05
threshold=-0.24456499999999998 -0.081429999999999989 -0.0064899999999999992 0.09334000000000002 -0.0037449999999999996 -0.36241499999999999
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=-0.012359875275003464 0.017486164990817447 -0.017036682142158432 -0.0095385228271428479 -0.011258056596371193 -0.0041941148543013602 0.030547549256132983
leaf_weight=0.0010073824943469803 0.0013793797915774928 0.0013225127955235885 0.0014679842589746658 0.0017741668904966987 0.0011041197245652806 0.0016049012698468124
leaf_count=364 407 438 828 545 175 364
internal_value=0 0.00138769 -0.00166522 0.00175073 0.00727617 0.0163878
internal_weight=0 0.00865306 0.00727368 0.00595117 0.00417701 0.00270902
internal_count=3121 2757 2350 1912 1367 539
is_linear=0
shrinkage=0.1


Tree=4572
num_leaves=7
num_cat=0
split_feature=4 12 3 47 2 16
split_gain=1.74579e-05 3.07007e-05 5.86281e-05 8.95348e-05 6.95075e-05 7.22161e-05
threshold=0.27834500000000006 -0.040564999999999997 0.10542000000000001 0.085270000000000026 0.092365000000000017 -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=-0.018116654239119519 0.0099860994676942913 0.010976071135879048 0.016042227189990581 0.018866460469792755 -0.031988941136639977 -0.020718585334812994
leaf_weight=0.0010155147102125393 0.0014716019320355567 0.0015768228469521519 0.0018056649695545324 0.0012301748581958413 0.0012124694039821124 0.0013212674047862714
leaf_count=237 340 676 137 288 687 756
internal_value=0 -0.00184698 0.000464968 -0.00480159 -0.0118848 -0.00347383
internal_weight=0 0.00816191 0.0071464 0.00534073 0.00411056 0.00289809
internal_count=3121 2781 2544 2407 2119 1432
is_linear=0
shrinkage=0.1


Tree=4573
num_leaves=8
num_cat=0
split_feature=0 12 47 4 16 0 2
split_gain=1.87601e-05 4.30905e-05 3.82474e-05 3.77331e-05 5.40129e-05 6.81274e-05 4.46553e-05
threshold=-0.019414999999999998 0.082850000000000021 0.092530000000000015 -0.059649999999999988 -0.074319999999999983 -0.11242999999999999 0.092365000000000017
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=-0.013417400458486618 0.023275403550108518 -0.0039609173477539892 -0.015458918525259817 0.0092071032456194548 0.035391064819660499 -0.0005896188071713033 -0.020056796665323437
leaf_weight=0.0012903713064508276 0.0010141791453515609 0.0013595967264039149 0.0017462600024895211 0.0010544214598165204 0.0010547995465125376 0.0010501665667840977 0.0010316086740577146
leaf_count=1018 195 170 310 239 117 736 336
internal_value=0 0.00767561 -0.0025707 0.00153525 0.00613904 0.0174403 -0.00526483
internal_weight=0 0.00237378 0.00722763 0.00548137 0.004191 0.00210497 0.00208603
internal_count=3121 365 2756 2446 1428 853 575
is_linear=0
shrinkage=0.1


Tree=4574
num_leaves=8
num_cat=0
split_feature=48 48 51 1 42 4 4
split_gain=4.02471e-05 0.000109417 0.000112564 9.47377e-05 6.73579e-05 0.000112802 5.9775e-05
threshold=0.11951500000000001 0.093265000000000015 0.087505000000000013 0.111945 0.086325000000000013 -1.0000000180025095e-35 -0.084369999999999987
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=-6.4126997149834366e-06 -0.00036826101119022024 0.00062220411553196215 -0.00065526686642723101 0.00042160981481813542 -0.0004905335479169615 -0.00040063504372112979 0.00053281469665773904
leaf_weight=0.0017517140870444835 0.0010726129165834807 0.0010756251404878863 0.0010127926219941205 0.0018929659639512078 0.0012302903265282317 0.0016028820201215107 0.0014402028952116158
leaf_count=415 114 239 312 328 781 323 609
internal_value=0 3.13957e-05 -3.97608e-05 3.89681e-05 -8.12505e-05 2.37669e-05 0.000236888
internal_weight=0 0.0100065 0.00893085 0.00791806 0.00602509 0.0047948 0.00319192
internal_count=3121 3007 2768 2456 2128 1347 1024
is_linear=0
shrinkage=0.00196078


Tree=4575
num_leaves=7
num_cat=0
split_feature=4 4 48 42 15 4
split_gain=1.69307e-05 2.53882e-05 3.14766e-05 5.04389e-05 6.73798e-05 8.56995e-05
threshold=0.27287000000000006 0.098655000000000007 0.092475000000000016 0.086325000000000013 -0.0088349999999999974 -0.084369999999999987
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=-0.015170286940288373 0.0095855582510250836 -0.013388005636873063 0.016097428030881968 -0.021230618999846046 -0.0039282167772760222 0.030948650880313983
leaf_weight=0.001419813663131252 0.0015357396325458355 0.0015467487833776428 0.0011226293528650609 0.0011168896235892326 0.0015943576974570988 0.0012623681142963027
leaf_count=542 352 195 293 857 465 417
internal_value=0 -0.00187057 0.000863377 -0.00230755 0.00263452 0.0114836
internal_weight=0 0.00806281 0.00651606 0.00539343 0.00427654 0.00285673
internal_count=3121 2769 2574 2281 1424 882
is_linear=0
shrinkage=0.1


Tree=4576
num_leaves=9
num_cat=0
split_feature=52 52 50 43 43 48 1 3
split_gain=3.28064e-05 6.57955e-05 4.11423e-05 4.13452e-05 9.80904e-05 7.69145e-05 5.60499e-05 4.30968e-05
threshold=-0.28430999999999995 -0.090859999999999982 0.088425000000000017 -0.17390999999999998 -0.00067499999999999993 0.085875000000000021 0.094825000000000007 0.076840000000000006
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=-0.00033873540246487371 0.0004978615661565298 0.00033963735077026716 -0.00037229387495612702 -0.00049443059352606241 -0.00023429454035322415 -0.00027049286047274243 0.0005817812030539934 0.00032279856202486145
leaf_weight=0.0010375123016607693 0.0010259856637426781 0.0013290539582229994 0.0011518271794009214 0.0014227413111915239 0.0010057852485907725 0.0015646855306528833 0.0012657371476335428 0.0011379067185606218
leaf_count=344 294 129 486 1155 315 144 202 52
internal_value=0 2.77411e-05 -2.65899e-05 2.49498e-05 -4.04318e-05 8.94251e-05 0.000254602 6.14196e-05
internal_weight=0 0.00990372 0.00887774 0.00772591 0.00639686 0.00497411 0.00340943 0.00214369
internal_count=3121 2777 2483 1997 1868 713 569 367
is_linear=0
shrinkage=0.00196078


Tree=4577
num_leaves=7
num_cat=0
split_feature=43 43 457 13 15 42
split_gain=1.90872e-05 4.54531e-05 3.44384e-05 6.80394e-05 7.71381e-05 2.50104e-05
threshold=-0.04890499999999999 -0.092909999999999979 0.045365000000000009 -0.095304999999999987 -1.0000000180025095e-35 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 5 3 -2 -5 -1
right_child=2 -3 -4 4 -6 -7
leaf_value=-0.014395373837336009 0.0079274279169006794 0.020188068727016124 0.012573556044811751 -0.0043220060939234512 -0.037345045581803807 0.0070870137297954624
leaf_weight=0.0010354811234945781 0.0018941194557925462 0.0013546133866845535 0.0010998367427746888 0.0019723062935668415 0.0011028933374495307 0.0011370443664269357
leaf_count=264 290 990 133 390 853 201
internal_value=0 0.00581183 -0.0034383 -0.00698213 -0.0161654 -0.00315204
internal_weight=0 0.00352714 0.00606916 0.00496932 0.0030752 0.00217253
internal_count=3121 1455 1666 1533 1243 465
is_linear=0
shrinkage=0.1


Tree=4578
num_leaves=7
num_cat=0
split_feature=50 3 133 1 0 3
split_gain=1.86237e-05 3.13165e-05 3.96898e-05 8.37548e-05 9.84e-05 4.94354e-05
threshold=0.088425000000000017 -0.12018999999999998 0.076280000000000014 0.094825000000000007 -0.13455999999999999 0.10893000000000001
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=0.013392739038775463 -0.012239740057362197 0.00027097175005597946 0.013582671961792973 0.015572279416932015 -0.043365359698069095 -0.0092245201994212711
leaf_weight=0.0017686351565894629 0.0011061398152962141 0.001049306323762848 0.0013741615511108614 0.0018036354697897458 0.0010182464173039592 0.0014505956490042313
leaf_count=303 560 95 760 303 907 193
internal_value=0 0.00155767 -0.00156839 -0.00548061 -0.0212194 0.00451894
internal_weight=0 0.00846458 0.00669595 0.00532178 0.00206755 0.00325423
internal_count=3121 2561 2258 1498 1002 496
is_linear=0
shrinkage=0.1


Tree=4579
num_leaves=7
num_cat=0
split_feature=51 43 52 43 15 3
split_gain=1.82547e-05 4.55477e-05 5.57393e-05 9.36302e-05 6.5005e-05 5.40409e-05
threshold=-0.076794999999999988 -0.14968999999999996 -0.046924999999999988 -0.0037449999999999996 -0.10203999999999998 0.088060000000000013
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=-0.0092717364438497409 0.018576058690652965 0.013916613369189682 -0.032754648867251247 -0.019497499668287083 0.023268386241125257 -0.006224067483135357
leaf_weight=0.0017482898042336581 0.0013716648821869605 0.001717925250138975 0.0010941980021905101 0.0011099114079645396 0.0013392696209507619 0.0011589421939764213
leaf_count=537 234 548 1008 209 486 99
internal_value=0 0.002035 -0.00149894 -0.00713079 0.000639893 0.00958658
internal_weight=0 0.00779191 0.00642025 0.00470232 0.00360812 0.00249821
internal_count=3121 2584 2350 1802 794 585
is_linear=0
shrinkage=0.1


Tree=4580
num_leaves=7
num_cat=0
split_feature=4 151 4 13 47 43
split_gain=1.76908e-05 2.31434e-05 5.69451e-05 5.28173e-05 5.01077e-05 2.0726e-05
threshold=0.27287000000000006 -0.024429999999999997 -0.0029599999999999995 -0.076384999999999995 0.092165000000000011 -0.084794999999999995
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -5
right_child=-2 2 4 5 -6 -7
leaf_value=0.010439798367340512 0.0098407551751680152 0.018669743929178081 -0.025042600436781484 0.0039523803629584828 0.0011012959458666363 -0.015505263538578746
leaf_weight=0.001273663263870648 0.0015234628097450268 0.0014848308248259843 0.0018001807847754141 0.0010964891844568103 0.0012367535861288292 0.0010932625918397977
leaf_count=451 352 614 485 275 147 797
internal_value=0 -0.00191837 -0.00426362 0.00411035 -0.0143958 -0.00576211
internal_weight=0 0.00798518 0.00671152 0.00367458 0.00303693 0.00218975
internal_count=3121 2769 2318 1686 632 1072
is_linear=0
shrinkage=0.1


Tree=4581
num_leaves=10
num_cat=0
split_feature=15 49 42 15 4 0 2 15 4
split_gain=6.39176e-05 5.82141e-05 0.000108164 9.51818e-05 0.000116365 9.93499e-05 8.34087e-05 7.25748e-05 5.76209e-05
threshold=-0.24436499999999997 -0.043469999999999995 0.091545000000000015 -0.037864999999999989 0.042705000000000007 -0.077999999999999986 0.10222000000000002 -0.10324499999999999 -0.35136499999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 6 3 7 5 -5 -2 -3 -7
right_child=1 2 -4 4 -6 8 -8 -9 -10
leaf_value=0.00044816078113790991 -7.3057219706123386e-05 -1.7581613544167362e-05 -0.00070632669960201842 -0.00049513728814635485 0.00070847140999022679 -7.7134022205024017e-05 0.00062305423572295662 -0.00073407084433302285 0.00053494894145583553
leaf_weight=0.0011115903283703205 0.0016989053131124935 0.0010777248131753686 0.0010861968871183191 0.0012422909038622919 0.0010058305295028158 0.0013676288995959351 0.0010840553968245515 0.0010965724643267581 0.0010417191593885817
leaf_count=253 265 220 530 831 53 175 160 448 186
internal_value=0 -4.58408e-05 -0.00013158 -4.01999e-05 0.000117934 -4.47275e-05 0.000198101 -0.000378932 0.00018751
internal_weight=0 0.0107009 0.00791796 0.00683177 0.00465747 0.00365164 0.00278296 0.0021743 0.00240935
internal_count=3121 2868 2443 1913 1245 1192 425 668 361
is_linear=0
shrinkage=0.00196078


Tree=4582
num_leaves=8
num_cat=0
split_feature=48 48 51 1 0 15 43
split_gain=3.69885e-05 0.000102957 7.36299e-05 7.0492e-05 5.65332e-05 8.28062e-05 6.69823e-05
threshold=0.11951500000000001 0.093265000000000015 0.086310000000000012 0.111945 -0.077999999999999986 1.0000000180025095e-35 -0.084999999999999978
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=-1.5243874415984586e-05 -0.00036268712161806788 0.00060647136987447905 -0.00053043300198244955 0.00035595825583626512 0.00048399546590503388 -0.00068099845325835548 -0.00014288309758985545
leaf_weight=0.0019232231912314551 0.0010246502306892986 0.0010577995178309681 0.0010418726657708049 0.0018703864956387583 0.0011476799120869368 0.0011464563680325156 0.0015275319577608215
leaf_count=727 114 239 325 328 141 727 520
internal_value=0 2.90091e-05 -4.15498e-05 2.5336e-05 -8.2306e-05 -0.000263888 0.000126051
internal_weight=0 0.00971495 0.00865715 0.00761528 0.00574489 0.00306968 0.00267521
internal_count=3121 3007 2768 2443 2115 1454 661
is_linear=0
shrinkage=0.00196078


Tree=4583
num_leaves=10
num_cat=0
split_feature=474 160 133 151 4 13 2 0 2
split_gain=7.23565e-05 0.000126458 0.000189124 0.000116277 0.000159009 0.000161825 0.00012998 9.84031e-05 4.81401e-05
threshold=0.084660000000000027 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 0.24564500000000003 -0.0030199999999999997 0.09167500000000002 -0.019414999999999998 0.087675000000000017
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5 8 -7
right_child=-2 2 3 4 -6 7 -8 -9 -10
leaf_value=-0.00054210484512984009 0.00049402240205189763 -0.00075176023845731777 -0.00036011053460311565 0.0010376550753489681 0.00096449940559522446 -0.00070574679781687305 8.3915114705340643e-05 0.00032732712212184191 -0.00010681058898883271
leaf_weight=0.0017180059197341195 0.0010095203944444154 0.0010257528101442741 0.0014338843036378274 0.0010260429986099879 0.0010268793495529747 0.0010615836053870231 0.0011825877358387844 0.0010298507930743914 0.0010038214451949115
leaf_count=736 344 707 270 293 169 121 222 99 160
internal_value=0 -5.55561e-05 3.95355e-05 0.00014407 0.000258264 0.000121531 0.000526985 -0.000167783 -0.000414654
internal_weight=0 0.0105084 0.0087904 0.00776465 0.00633077 0.00530389 0.00220863 0.00309526 0.00206541
internal_count=3121 2777 2041 1334 1064 895 515 380 281
is_linear=0
shrinkage=0.00196078


Tree=4584
num_leaves=10
num_cat=0
split_feature=47 47 48 49 13 16 51 16 0
split_gain=5.85024e-05 0.000105744 7.06122e-05 4.50974e-05 8.42427e-05 0.000173924 0.000109865 7.16191e-05 6.97681e-05
threshold=0.13148500000000005 0.10254000000000001 -0.015314999999999997 1.0000000180025095e-35 0.0076650000000000008 -0.15241499999999997 0.086310000000000012 0.064860000000000015 -0.084269999999999984
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=0.00046342462726750599 -0.00045735238746219173 0.00062416718557445708 0.00077966464377945716 -0.00047067457051507 -0.00044676526787298091 -1.5674157082710012e-05 -0.00065632883456864951 -0.00029671381789064203 0.00066490501006248722
leaf_weight=0.0010039368211346407 0.0010015914194577537 0.0010651197875827948 0.0010911600694475899 0.0010320722830200755 0.0015021810642373602 0.0013669746064769099 0.0010266916144115725 0.0013233258904141671 0.0010047711739126727
leaf_count=183 65 187 210 582 356 493 231 189 625
internal_value=0 3.87917e-05 -2.78843e-05 -8.69754e-05 -3.28401e-05 7.41269e-05 -8.8917e-05 6.87408e-05 0.000272648
internal_weight=0 0.0104162 0.00935111 0.00834718 0.0073151 0.00581292 0.00472176 0.00369507 0.00237175
internal_count=3121 3056 2869 2686 2104 1748 1538 1307 1118
is_linear=0
shrinkage=0.00196078


Tree=4585
num_leaves=7
num_cat=0
split_feature=52 52 52 12 43 16
split_gain=1.68424e-05 3.418e-05 4.13414e-05 4.15671e-05 5.42713e-05 6.17843e-05
threshold=-0.24456499999999998 -0.081429999999999989 -0.0064899999999999992 0.09334000000000002 -0.0037449999999999996 -0.36241499999999999
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=-0.01232909586866161 0.015902131463850135 -0.017359714456838517 -0.0077594283592373609 -0.010588734367771996 -0.0020047122620144614 0.028842070639326312
leaf_weight=0.0010003688173899931 0.0013639048228411121 0.0013198258625793415 0.0014691258532517058 0.001776858552838519 0.0011030854639421243 0.0015784641758644217
leaf_count=364 407 438 828 545 175 364
internal_value=0 0.00137933 -0.00135377 0.00221012 0.00768917 0.0161529
internal_weight=0 0.00861126 0.00724736 0.00592753 0.00415068 0.00268155
internal_count=3121 2757 2350 1912 1367 539
is_linear=0
shrinkage=0.1


Tree=4586
num_leaves=8
num_cat=0
split_feature=2 2 15 0 13 15 1
split_gain=1.8309e-05 5.31523e-05 3.6972e-05 3.96036e-05 3.44818e-05 3.3953e-05 3.1241e-05
threshold=0.099185000000000009 0.091185000000000002 -0.040439999999999997 -0.077999999999999986 -0.08971999999999998 -0.074054999999999996 0.10171500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 6 -4 -2 -6 -1
right_child=4 -3 3 -5 5 -7 -8
leaf_value=0.0036452947331087728 0.018361838171967515 -0.022500406637151193 -0.0023080559063740937 0.023417746183077896 0.011414477870496554 -0.01151477091575607 -0.021020463399088151
leaf_weight=0.0010396559800301174 0.0013210438423419124 0.0011868101693165208 0.0012785043012558833 0.0011249390170453644 0.0011510458540220335 0.0014712587764013291 0.0010146278694414591
leaf_count=405 200 403 921 256 308 411 217
internal_value=0 -0.00369368 0.00131336 0.00973298 0.00518701 -0.00145011 -0.00853733
internal_weight=0 0.00564454 0.00445773 0.00240344 0.00394335 0.0026223 0.00205428
internal_count=3121 2202 1799 1177 919 719 622
is_linear=0
shrinkage=0.1


Tree=4587
num_leaves=10
num_cat=0
split_feature=147 11 3 15 4 16 13 16 1
split_gain=7.00484e-05 6.50123e-05 5.29599e-05 6.23811e-05 6.37563e-05 0.000107206 9.01038e-05 7.37229e-05 4.08884e-05
threshold=1.0000000180025095e-35 0.079915000000000014 -0.12018999999999998 -0.10653 -0.0029599999999999995 -0.073849999999999985 -0.076599999999999988 -0.094359999999999986 0.11061500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -7 -6 -9
right_child=-2 -3 3 4 7 6 -8 8 -10
leaf_value=0.00036570767677313905 0.00049207605707471836 -0.00051641634084314582 0.0002699891393615653 0.00050153462180273949 -0.00070863321925442458 0.00017121975694117414 -0.00061694717365419103 0.00017435105001644698 -0.00038486986000493291
leaf_weight=0.0013139956409921718 0.0010009299301108566 0.0010391162538084591 0.0017751905100328522 0.0012500992468536527 0.0012714073439641827 0.0011359513124999737 0.0010954085450831745 0.0010048832998028724 0.0010058445153239767
leaf_count=132 183 190 430 712 202 441 483 282 66
internal_value=0 -4.99471e-05 -7.51225e-07 -5.7144e-05 -0.000143004 4.18377e-05 -0.000215703 -0.000339071 -0.000105393
internal_weight=0 0.0108919 0.00985278 0.00853878 0.00676359 0.00348146 0.00223136 0.00328214 0.00201073
internal_count=3121 2938 2748 2616 2186 1636 924 550 348
is_linear=0
shrinkage=0.00196078


Tree=4588
num_leaves=9
num_cat=0
split_feature=48 11 13 1 12 0 2 16
split_gain=3.8912e-05 5.34996e-05 6.97063e-05 7.89807e-05 7.04513e-05 0.000136092 5.7593e-05 7.96667e-05
threshold=-0.024949999999999996 1.0000000180025095e-35 -0.084034999999999985 0.08844500000000001 -0.010834999999999999 -0.053834999999999994 0.11215000000000001 -0.079109999999999986
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 6 7 -6
right_child=1 -3 4 -5 5 -7 -8 -9
leaf_value=0.00035781054937609016 -1.0703035533395376e-05 -0.00044663499630024717 0.00036270699870596251 0.00067112299771890599 -0.00022394861689384934 -0.00079225320503982272 -0.00043173768419046824 0.00041446101010948142
leaf_weight=0.0010054914745457914 0.0016030378095097263 0.0011404231707934894 0.0010148206565494611 0.0011023480217891596 0.001457227883606294 0.001165673049222625 0.0010307992823241057 0.001551802683300921
leaf_count=186 549 230 244 247 553 243 137 732
internal_value=0 -4.67252e-05 4.3706e-06 0.000267117 -0.000109905 -0.000202041 -3.17383e-05 0.000105289
internal_weight=0 0.0100661 0.00892571 0.00270539 0.00622032 0.0052055 0.00403983 0.00300903
internal_count=3121 2935 2705 796 1909 1665 1422 1285
is_linear=0
shrinkage=0.00196078


Tree=4589
num_leaves=8
num_cat=0
split_feature=50 15 16 52 12 0 43
split_gain=1.86114e-05 3.25178e-05 4.48777e-05 4.4318e-05 6.78696e-05 0.000140517 3.23125e-05
threshold=0.088425000000000017 -0.15026499999999995 -0.36241499999999999 0.091275000000000009 0.09202500000000001 -0.12333499999999999 -0.063379999999999978
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=0.018427877404604557 -0.012202128593129719 -0.018979738859810798 0.012963006933436659 0.018476161968088305 0.017714639748762879 -0.013577645201766112 -0.038758691900600162
leaf_weight=0.0010056990017989313 0.0011142336080470537 0.0011413919934307451 0.0016457688712709774 0.00137146429326916 0.001311851934816209 0.0010071249639597366 0.0010315373646249321
leaf_count=326 560 216 175 388 457 486 513
internal_value=0 0.00154162 -0.000719956 0.00255303 -0.00181782 -0.0087724 -0.0263189
internal_weight=0 0.00851484 0.00750914 0.00636775 0.00499628 0.00368443 0.00203866
internal_count=3121 2561 2235 2019 1631 1174 999
is_linear=0
shrinkage=0.1


Tree=4590
num_leaves=7
num_cat=0
split_feature=475 42 43 4 2 4
split_gain=1.79996e-05 3.85539e-05 6.58603e-05 5.58605e-05 5.55165e-05 4.97286e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 0.24564500000000003 0.089885000000000007 -0.27825499999999997
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=-0.012724501139995554 -0.013424899767039873 0.020382056714799632 -0.024636445573305778 0.016712806518607883 -0.016813628265670386 0.011312091131405369
leaf_weight=0.0010027754552765474 0.0014512660098739928 0.0019037387026134348 0.001252940389434876 0.0012914734203050985 0.0010011295793839409 0.0016895472784068345
leaf_count=501 809 662 507 214 99 329
internal_value=0 0.00143361 0.00445422 -0.00133793 -0.00724926 0.000847256
internal_weight=0 0.0085901 0.00713883 0.00523509 0.00394362 0.00269068
internal_count=3121 2620 1811 1149 935 428
is_linear=0
shrinkage=0.1


Tree=4591
num_leaves=8
num_cat=0
split_feature=133 0 12 42 160 15 15
split_gain=4.77342e-05 5.79706e-05 4.19089e-05 8.09156e-05 4.28631e-05 6.61565e-05 5.04759e-05
threshold=0.099660000000000012 -1.0000000180025095e-35 0.092355000000000007 0.088060000000000013 1.0000000180025095e-35 -0.016799999999999995 -0.10091499999999999
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=5.2412934197535511e-05 -0.00041115528889275115 0.00035523002369000146 -0.00032088481967103451 0.0005139439223946008 -0.00037762006714966436 0.00031704598173339115 -0.00051202557467079331
leaf_weight=0.0015083673622965845 0.001040730000705062 0.0017422410821006885 0.0016221497972500349 0.0011101750662029543 0.0012992475912961326 0.0017899532689515372 0.0010217468592198808
leaf_count=213 483 292 546 380 299 626 282
internal_value=0 2.98908e-05 -3.79785e-05 3.02164e-05 -6.53509e-05 2.85632e-05 -0.000175527
internal_weight=0 0.0100939 0.00835164 0.00672949 0.00561932 0.00432007 0.00253011
internal_count=3121 2638 2346 1800 1420 1121 495
is_linear=0
shrinkage=0.00196078


Tree=4592
num_leaves=8
num_cat=0
split_feature=11 160 151 48 16 16 3
split_gain=1.88638e-05 2.63163e-05 5.94508e-05 7.3133e-05 5.38609e-05 5.24793e-05 4.11745e-05
threshold=1.0000000180025095e-35 -0.078059999999999977 -0.0083949999999999979 0.091220000000000009 -0.15241499999999997 0.38525000000000004 -0.078084999999999988
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=-0.010369377009437318 -0.012339058803432029 -0.016145530155169015 0.020130499383537819 0.03142673675001182 0.0025316022150147595 0.014227728904068078 -0.024553272203497695
leaf_weight=0.001520757386627325 0.0011054128615670582 0.0011956020517300174 0.0013018950130770654 0.0011096906042387068 0.0010128189528235683 0.0010883537717163352 0.0012589413055323156
leaf_count=659 244 368 206 180 873 194 397
internal_value=0 0.00154883 0.00415022 0.00835447 0.00286261 -0.00382793 -0.012478
internal_weight=0 0.00848806 0.0069673 0.0057717 0.00466201 0.00336011 0.00227176
internal_count=3121 2877 2218 1850 1670 1464 1270
is_linear=0
shrinkage=0.1


Tree=4593
num_leaves=9
num_cat=0
split_feature=159 133 0 157 4 16 1 16
split_gain=5.70123e-05 5.10652e-05 7.85965e-05 5.91395e-05 5.36522e-05 7.65427e-05 0.000104961 0.000145807
threshold=-0.032739999999999991 0.099660000000000012 1.0000000180025095e-35 -0.071119999999999989 -0.0029599999999999995 -0.056919999999999991 0.094385000000000011 -0.36241499999999999
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=-0.00045518697406463245 0.0004259381030826397 -0.00038200975796955864 0.00046657115118362382 0.00022134832285747186 -0.00053481006335995035 -0.00057708384614618973 -0.00022982307865466008 0.00073356387504393814
leaf_weight=0.0010195995562215449 0.0010494822630094866 0.0010367451978435466 0.0016385378981466784 0.0017334081983616453 0.0010893620669639986 0.0013514085109342109 0.0013638642207407323 0.0010841071355038173
leaf_count=421 286 402 268 1054 206 207 197 80
internal_value=0 3.07807e-05 7.67475e-05 -6.51256e-06 -7.50476e-05 -0.000180141 -2.84925e-05 0.000196822
internal_weight=0 0.0103469 0.00931017 0.00767163 0.00662215 0.00488874 0.00353733 0.00244797
internal_count=3121 2700 2298 2030 1744 690 483 277
is_linear=0
shrinkage=0.00196078


Tree=4594
num_leaves=8
num_cat=0
split_feature=0 15 12 4 47 0 4
split_gain=1.67806e-05 4.65774e-05 4.10646e-05 4.26527e-05 4.86926e-05 4.53448e-05 3.12871e-05
threshold=-0.061629999999999997 -1.0000000180025095e-35 0.090995000000000006 -0.04890499999999999 0.087235000000000021 -0.14920999999999998 -0.37944499999999992
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=-0.016991977601857205 0.022669888574647624 -0.013527247456658948 -0.017889706781443779 0.0034497702937158689 -0.011972315911847213 0.029998764016335291 0.010425595251923729
leaf_weight=0.0010083203670043003 0.0010871908910696157 0.0011989203763632878 0.0014429642971956116 0.0017712411143531203 0.0010744461918793763 0.0010102582683330656 0.001000295914305881
leaf_count=662 267 191 806 170 178 721 126
internal_value=0 0.0057379 -0.00307493 0.00131981 0.0061083 0.0130925 -0.00263249
internal_weight=0 0.00328641 0.00630723 0.00486427 0.00385595 0.0027815 0.00219922
internal_count=3121 584 2537 1731 1069 891 317
is_linear=0
shrinkage=0.1


Tree=4595
num_leaves=8
num_cat=0
split_feature=47 4 51 4 0 1 16
split_gain=1.71723e-05 6.87338e-05 4.45482e-05 5.04354e-05 4.50147e-05 3.75134e-05 2.66382e-05
threshold=0.12431000000000002 0.24564500000000003 -0.082744999999999985 -0.0016099999999999997 -0.082974999999999979 0.093100000000000002 0.19444000000000003
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=-0.022510274448856973 -0.012321902125630007 0.018336680072375086 0.023915088658469242 -0.026179348667209803 -0.0086005133000429633 0.0011467018882652942 0.012360537289055553
leaf_weight=0.0010256841567570351 0.0010187427016369538 0.0018738377496730794 0.0011134557305683694 0.001008951954867721 0.0015162296678828905 0.001000604140325362 0.0010102527900704488
leaf_count=474 91 402 704 351 844 124 131
internal_value=0 0.00141309 -0.00333765 0.000143198 0.00716367 -0.0125731 -0.000218915
internal_weight=0 0.00854902 0.00667518 0.00564949 0.00363994 0.00200956 0.00252648
internal_count=3121 3030 2628 2154 1679 475 975
is_linear=0
shrinkage=0.1


Tree=4596
num_leaves=9
num_cat=0
split_feature=47 47 474 15 3 52 2 16
split_gain=6.12626e-05 0.000110139 6.91431e-05 6.62303e-05 6.313e-05 5.9063e-05 5.42168e-05 7.5097e-05
threshold=0.13148500000000005 0.10254000000000001 0.084660000000000027 -0.095869999999999983 0.10542000000000001 -0.085984999999999992 0.092755000000000018 -0.088159999999999988
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=-0.00040390927526232231 -0.00045565347216528569 0.00062975922896729057 0.00045508818155495095 -0.00052074384428230449 0.00034348217931428943 0.00048056077425543721 -0.00030520174825603185 -0.00018533123281272098
leaf_weight=0.0019411191818743886 0.0010583310005430517 0.0010894397090498676 0.0010185835819817067 0.0010254484381672299 0.001626848695796837 0.0014092893139698794 0.0013988983092078767 0.0012103768576338225
leaf_count=458 65 187 328 395 121 350 421 796
internal_value=0 3.88408e-05 -2.80057e-05 -8.51437e-05 7.61219e-06 -0.000100716 6.46557e-06 0.000172896
internal_weight=0 0.01072 0.00963056 0.00861198 0.00667086 0.00504401 0.00401856 0.00261967
internal_count=3121 3056 2869 2541 2083 1962 1567 1146
is_linear=0
shrinkage=0.00196078


Tree=4597
num_leaves=7
num_cat=0
split_feature=15 43 16 42 48 0
split_gain=1.78468e-05 3.1831e-05 5.0984e-05 4.87841e-05 0.000100752 4.14253e-05
threshold=-0.11713499999999999 -0.17390999999999998 0.22339500000000004 0.086325000000000013 0.086260000000000017 -0.084269999999999984
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=-0.0094060322071732455 0.015186391362372457 0.0088056635008272877 -0.019174883667611255 -0.016071748250569406 -0.014386938480054241 0.033578495891480965
leaf_weight=0.0016813371554298467 0.0014752947086775535 0.0016411206535810025 0.0012557438255204004 0.001039373626280234 0.001338088031068857 0.0011466505518079036
leaf_count=484 184 591 385 796 192 489
internal_value=0 0.00194067 -0.00110269 0.00329093 0.00816871 0.0189951
internal_weight=0 0.00789627 0.00642098 0.00516523 0.00412586 0.00278777
internal_count=3121 2637 2453 2068 1272 1080
is_linear=0
shrinkage=0.1


Tree=4598
num_leaves=8
num_cat=0
split_feature=11 3 1 4 15 3 133
split_gain=6.20969e-05 5.47782e-05 6.85933e-05 9.47147e-05 8.96693e-05 6.73199e-05 6.26363e-05
threshold=0.080455000000000013 -0.12018999999999998 0.094825000000000007 0.053925000000000008 -0.0058549999999999991 0.11296500000000002 0.076280000000000014
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
leaf_value=0.00039453821171492337 -0.00047178137839967417 -0.00059269766259826206 0.00049625203109357626 0.00016948799153437911 -0.00027961140274972374 -0.00043810574097477421 0.00029724884806764244
leaf_weight=0.0014077807177295754 0.0010215376662353485 0.0014697403946684218 0.0018015473388998627 0.0017372350255309039 0.0014827150638068265 0.0011754836535588058 0.0014136376288779585
leaf_count=167 189 927 376 239 744 136 343
internal_value=0 3.46492e-05 -2.11465e-05 0.000142859 -0.000198231 -7.57181e-05 1.93972e-06
internal_weight=0 0.0104881 0.00908036 0.00471427 0.00436609 0.00291272 0.00289635
internal_count=3121 2932 2765 751 2014 375 1087
is_linear=0
shrinkage=0.00196078


Tree=4599
num_leaves=8
num_cat=0
split_feature=11 2 3 52 52 2 15
split_gain=1.70036e-05 2.83863e-05 4.99643e-05 4.67448e-05 3.57729e-05 0.000151463 2.99544e-05
threshold=1.0000000180025095e-35 0.089885000000000007 -0.078934999999999991 -0.013374999999999998 0.10744000000000002 0.10613000000000002 -0.040439999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5 -4
right_child=-2 3 6 4 -6 -7 -8
leaf_value=-0.021434152987421923 -0.011738299348946275 0.019089560733823868 -0.0072262716530121229 0.017827853587034214 0.014541489157814958 -0.034766407780427944 0.016142801327656591
leaf_weight=0.0012548257252352193 0.0011022135375738122 0.0018154053004076159 0.0011887032171386115 0.0011072123904895062 0.0010132649574787832 0.0010832814327898742 0.0010184400642439706
leaf_count=1093 244 496 284 258 313 206 227
internal_value=0 0.00146461 -0.00550136 0.00626939 -0.000995144 -0.00818198 0.0035569
internal_weight=0 0.00848113 0.00346197 0.00501916 0.00320376 0.00219049 0.00220714
internal_count=3121 2877 1604 1273 777 464 511
is_linear=0
shrinkage=0.1


Tree=4600
num_leaves=7
num_cat=0
split_feature=52 457 1 0 3 13
split_gain=1.78072e-05 3.60565e-05 5.28673e-05 4.02173e-05 5.34007e-05 3.51509e-05
threshold=-0.24456499999999998 0.069910000000000014 0.11588000000000001 -0.077999999999999986 -0.088084999999999983 -0.084034999999999985
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=-0.012660628660658558 -0.00095009179921512151 0.017401391411124619 0.01526712693105849 0.016496262875733744 -0.012598589964121616 -0.022025485723196282
leaf_weight=0.0010022887284985215 0.0013835918326482511 0.0012127042013042938 0.001538321631109031 0.0014419306359447167 0.0011214671025930011 0.0018489111968896547
leaf_count=364 584 249 342 161 444 977
internal_value=0 0.00142839 -0.00121272 -0.00558673 0.00376749 -0.0130047
internal_weight=0 0.00854693 0.00733422 0.0057959 0.0025634 0.0032325
internal_count=3121 2757 2508 2166 605 1561
is_linear=0
shrinkage=0.1


Tree=4601
num_leaves=10
num_cat=0
split_feature=484 47 4 42 43 16 16 1 3
split_gain=0.000223088 9.07661e-05 0.000139895 7.71014e-05 8.84058e-05 5.00633e-05 0.000124652 6.46749e-05 1.43441e-05
threshold=-1.0000000180025095e-35 0.13148500000000005 0.24564500000000003 -1.0000000180025095e-35 -0.084004999999999982 -0.014034999999999997 0.22339500000000004 0.089105000000000018 -0.0049599999999999991
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 7 -7 -6 -4
right_child=1 -3 8 4 5 6 -8 -9 -10
leaf_value=-0.00088932872537556343 -0.00045856237330146779 -0.00047901341174336849 0.00075464219068934206 0.00051872291300623442 9.365537881562062e-05 0.00067016782132054103 -0.00025402058379523414 -0.00049834524885041562 0.00042489197697726867
leaf_weight=0.0010103914236975044 0.0011394635392726199 0.0010303660160459688 0.0010221035757115315 0.0014636515350736927 0.0014241890331510355 0.0010810092590013147 0.0011666428741557203 0.0014138406449523285 0.0010067381562670738
leaf_count=515 722 55 187 300 436 240 245 227 194
internal_value=0 7.43525e-05 0.000133026 1.21765e-05 9.40765e-05 -2.81361e-05 0.000190468 -0.000201266 0.000591016
internal_weight=0 0.010748 0.00971764 0.0076888 0.00654933 0.00508568 0.00224765 0.00283803 0.00202884
internal_count=3121 2606 2551 2170 1448 1148 485 663 381
is_linear=0
shrinkage=0.00196078


Tree=4602
num_leaves=8
num_cat=0
split_feature=48 48 51 1 42 4 4
split_gain=4.67967e-05 8.948e-05 7.59489e-05 7.67393e-05 6.84621e-05 8.6136e-05 7.04411e-05
threshold=0.11951500000000001 0.093265000000000015 0.086310000000000012 0.111945 0.086325000000000013 -1.0000000180025095e-35 -0.084369999999999987
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=-3.9386458290046495e-05 -0.00039406291587942556 0.00057658942739948914 -0.00052059203921540399 0.00038171675177838595 -0.00048799773440406658 -0.00033655781596456482 0.00055480049870071401
leaf_weight=0.0017227296470040468 0.001081169533532632 0.0010506254453547014 0.0010618193093839077 0.0018945860608289618 0.0012086146315396602 0.0015851347009316228 0.0013827916123323857
leaf_count=413 114 239 325 328 776 322 604
internal_value=0 3.55562e-05 -2.86312e-05 3.83925e-05 -7.18681e-05 3.53536e-05 0.000225186
internal_weight=0 0.0099063 0.00885568 0.00779386 0.00589927 0.00469066 0.00310552
internal_count=3121 3007 2768 2443 2115 1339 1017
is_linear=0
shrinkage=0.00196078


Tree=4603
num_leaves=7
num_cat=0
split_feature=3 3 39 133 3 1
split_gain=1.66095e-05 3.44972e-05 5.95961e-05 4.28288e-05 7.76774e-05 7.82423e-05
threshold=0.13524500000000003 0.10893000000000001 0.0046100000000000004 1.0000000180025095e-35 -0.12018999999999998 0.095285000000000022
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=0.019020751380679084 0.0099587490127918381 -0.018800675010906744 0.021865643521407158 -0.021360046842948625 -0.021219596841552401 0.0095303506419808486
leaf_weight=0.0015738885266623451 0.0014116130726800008 0.001040218690277539 0.0011206061587850048 0.0010731276475458391 0.0019085869032106982 0.0014608046760234701
leaf_count=266 192 72 333 972 1052 234
internal_value=0 -0.00178753 0.000692138 -0.0032516 0.000679524 -0.00788791
internal_weight=0 0.00817723 0.00713701 0.00601641 0.00494328 0.00336939
internal_count=3121 2929 2857 2524 1552 1286
is_linear=0
shrinkage=0.1


Tree=4604
num_leaves=7
num_cat=0
split_feature=11 13 12 2 49 1
split_gain=2.0261e-05 2.69527e-05 4.5547e-05 7.61612e-05 6.05503e-05 2.91637e-05
threshold=1.0000000180025095e-35 -0.084034999999999985 0.051320000000000005 0.11215000000000001 -0.006494999999999999 0.08844500000000001
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=0.00088325029420283714 -0.012801428702376936 -0.0056927194679464868 -0.015335655597368667 -0.015532825159234119 0.024533005896535801 0.02285752885490203
leaf_weight=0.0013904464352534867 0.0011028642179201622 0.0010649615965196506 0.0017956817520814331 0.0013827733512654468 0.0017549440651371735 0.0010677749322502595
leaf_count=563 244 165 1441 180 255 273
internal_value=0 0.0016094 -0.00200468 0.00369125 0.013118 0.0104282
internal_weight=0 0.00845658 0.00599836 0.00420268 0.00281991 0.00245822
internal_count=3121 2877 2041 600 420 836
is_linear=0
shrinkage=0.1


Tree=4605
num_leaves=7
num_cat=0
split_feature=50 4 12 3 2 43
split_gain=1.72847e-05 3.25721e-05 4.72383e-05 4.72936e-05 5.71658e-05 3.43604e-05
threshold=0.088425000000000017 0.27834500000000006 -0.029094999999999999 0.092670000000000016 0.092365000000000017 -0.074359999999999996
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=-0.020964979467622425 -0.011816002697346076 0.016598569461069298 0.014157149799068035 0.01532371233160159 -0.022229021714422131 -0.0069353018434709611
leaf_weight=0.0010234441551084297 0.0011034433651429714 0.0012208727231135781 0.001537938846693572 0.0019074743000392497 0.0011902543061212507 0.0015514497714956815
leaf_count=213 560 315 518 161 618 736
internal_value=0 0.00149354 -0.001064 0.00222793 -0.00360898 0.0035648
internal_weight=0 0.00843143 0.00721056 0.00618712 0.00427964 0.00308939
internal_count=3121 2561 2246 2033 1872 1254
is_linear=0
shrinkage=0.1


Tree=4606
num_leaves=7
num_cat=0
split_feature=11 2 3 52 12 4
split_gain=1.74492e-05 2.62777e-05 5.86465e-05 3.01417e-05 5.25436e-05 4.78052e-05
threshold=1.0000000180025095e-35 0.099185000000000009 0.12178000000000001 -0.088204999999999992 0.088365000000000013 -0.0016099999999999997
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=-0.016357078160341664 -0.011920578739272826 0.020645429261874616 -0.0056582574580877924 0.025317535306568353 -0.014445621684503088 -0.0029695463813310102
leaf_weight=0.0012780641314682878 0.00109446900621112 0.0018037515418172743 0.0015990954821839126 0.0011244394158462653 0.0013378788777540806 0.0012747669872778809
leaf_count=381 244 624 174 667 767 264
internal_value=0 0.00150176 0.00828457 -0.00310047 0.00143322 0.0102878
internal_weight=0 0.008418 0.00340285 0.00501515 0.00373709 0.00239921
internal_count=3121 2877 798 2079 1698 931
is_linear=0
shrinkage=0.1


Tree=4607
num_leaves=9
num_cat=0
split_feature=48 3 3 1 2 4 12 3
split_gain=5.46608e-05 4.83485e-05 6.11068e-05 0.000111315 7.08759e-05 7.33124e-05 6.89914e-05 6.60939e-05
threshold=-0.024949999999999996 0.13524500000000003 0.097915000000000016 0.077565000000000009 1.0000000180025095e-35 0.0052350000000000009 0.084100000000000022 -0.078934999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 6 7 -6 -2 -5
right_child=1 -3 -4 4 5 -7 -8 -9
leaf_value=0.00041715525917152132 1.8524325679779473e-06 0.00025867865468731345 -0.00046359047734854518 -0.00044882171430308469 6.1247114171499855e-05 0.00076613552958478502 -0.00068007929220572239 0.00019405720529906318
leaf_weight=0.0010393541430008162 0.0010006442006101814 0.0015976749934036817 0.0015625258746096438 0.0011100462025505639 0.0012326937585747932 0.0010508932745264096 0.0013265664226591234 0.0013782181862344429
leaf_count=186 270 169 95 334 263 190 1291 323
internal_value=0 -5.47348e-05 -0.000112546 -3.52794e-05 0.000136187 0.000385633 -0.000386865 -9.27392e-05
internal_weight=0 0.0102593 0.00866159 0.00709906 0.00477185 0.00228359 0.00232721 0.00248826
internal_count=3121 2935 2766 2671 1110 453 1561 657
is_linear=0
shrinkage=0.00196078


Tree=4608
num_leaves=9
num_cat=0
split_feature=11 48 0 2 0 4 12 13
split_gain=3.3234e-05 3.8687e-05 0.000117318 6.97736e-05 5.51736e-05 7.82402e-05 0.000107001 0.000103674
threshold=0.079915000000000014 0.016865000000000002 -0.20211999999999997 0.11237500000000002 -0.11756999999999999 0.09173000000000002 0.051320000000000005 -0.084034999999999985
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 -6 -8
right_child=-2 2 -4 -5 5 -7 7 -9
leaf_value=-0.00053087677455683827 -0.00033790178633523075 -0.00018488969803920682 0.00060934096686105876 0.00036094010074892664 0.00030420734200493611 0.0003943921489819563 -4.23173845156454e-05 -0.00090332187121453444
leaf_weight=0.0011399406699838964 0.0010476151885745093 0.0013990760072273289 0.0014624992561891948 0.0012833905060496021 0.0010698070483304129 0.0011427468554790791 0.0011234442764940377 0.0010312021850279506
leaf_count=162 199 82 490 340 129 170 461 1088
internal_value=0 2.97997e-05 0.000221027 -5.07848e-05 -0.000146734 -4.64634e-05 -0.000202703 -0.000454389
internal_weight=0 0.00965211 0.00286158 0.00679053 0.00550714 0.0043672 0.00322445 0.00215465
internal_count=3121 2922 572 2350 2010 1848 1678 1549
is_linear=0
shrinkage=0.00196078


Tree=4609
num_leaves=8
num_cat=0
split_feature=49 1 47 3 16 1 4
split_gain=1.61198e-05 3.38891e-05 5.64131e-05 6.76425e-05 0.000115967 2.63879e-05 2.35889e-05
threshold=-0.043469999999999995 0.12337000000000002 0.092530000000000015 -0.078934999999999991 0.033715000000000009 0.098220000000000016 -0.084369999999999987
decision_type=2 2 2 2 2 2 2
left_child=5 2 3 6 -5 -1 -2
right_child=1 -3 -4 4 -6 -7 -8
leaf_value=-0.0026194137097460633 -0.025693321361148748 0.012707201149532291 -0.027029999300899443 0.022985545593630575 -0.01867356957542483 0.019157948410328564 -0.0044525341654505632
leaf_weight=0.0012133503183235834 0.0010259427081741948 0.0012436363193365956 0.001006835337013655 0.0019385197623949314 0.0010197066632244326 0.0010276678857088187 0.001066181533529254
leaf_count=216 442 241 241 547 239 209 986
internal_value=0 -0.00232882 -0.00541596 -0.001107 0.00862556 0.00736707 -0.0148687
internal_weight=0 0.00730082 0.00605719 0.00505035 0.00295823 0.00224102 0.00209212
internal_count=3121 2696 2455 2214 786 425 1428
is_linear=0
shrinkage=0.1


Tree=4610
num_leaves=7
num_cat=0
split_feature=52 13 3 2 43 1
split_gain=1.74432e-05 4.2931e-05 5.6882e-05 2.98165e-05 7.13087e-05 2.4383e-05
threshold=0.11434500000000002 -0.23438999999999996 0.097915000000000016 0.088850000000000012 -0.074359999999999996 0.078340000000000007
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=0.020935813930940607 -0.010772210087571781 0.01258586905086604 -0.018707003363418469 0.0013966168021918464 -0.018553609313139541 0.02010427757109191
leaf_weight=0.0010130466981755374 0.0013078868203337734 0.0014160919813303388 0.0014555403206550077 0.0013796683495590446 0.0015298791038068223 0.0014074276044322071
leaf_count=137 501 572 137 655 787 332
internal_value=0 0.00166312 -0.00105287 0.00342926 -0.00358525 0.0108436
internal_weight=0 0.00820165 0.00718861 0.00573307 0.00294597 0.0027871
internal_count=3121 2620 2483 2346 1359 987
is_linear=0
shrinkage=0.1


Tree=4611
num_leaves=10
num_cat=0
split_feature=47 47 48 49 13 133 0 1 51
split_gain=6.99784e-05 9.23205e-05 5.39117e-05 6.82641e-05 8.56245e-05 0.000147005 0.000106987 0.000103324 7.69356e-05
threshold=0.13148500000000005 0.10254000000000001 -0.024949999999999996 1.0000000180025095e-35 0.0076650000000000008 0.076280000000000014 -0.13027499999999997 0.095285000000000022 0.084745000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 8 -8 -4
right_child=-2 -3 3 -5 -6 -7 7 -9 -10
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leaf_weight=0.0010093686740163957 0.0010307512631002385 0.0010859997114597746 0.0010008828779157195 0.0010873109944971125 0.0015326501933569095 0.0014153815585017764 0.0013798760997481905 0.0010195150812025598 0.0010046003391506134
leaf_count=181 65 187 98 583 356 555 803 218 75
internal_value=0 4.11698e-05 -2.10542e-05 -7.22711e-05 -4.46067e-06 0.000104119 -7.25231e-05 -0.000351899 0.000261726
internal_weight=0 0.0105356 0.00944959 0.00844022 0.00735291 0.00582026 0.00440487 0.00239939 0.00200548
internal_count=3121 3056 2869 2688 2105 1749 1194 1021 173
is_linear=0
shrinkage=0.00196078


Tree=4612
num_leaves=8
num_cat=0
split_feature=11 3 3 13 49 47 15
split_gain=5.59227e-05 5.40606e-05 4.14889e-05 3.98607e-05 6.88066e-05 0.000103095 7.44741e-05
threshold=0.080455000000000013 -0.12018999999999998 -0.078934999999999991 -0.094514999999999988 -0.054984999999999992 0.092710000000000015 -0.07490999999999999
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 3 4 5 -7 -8
leaf_value=0.0003969871409300973 -0.00045019447606878748 -0.00030949963358047728 0.00029244102489899416 -0.00046639862205332874 0.00062350479122732984 -0.00036265683084233118 -2.0493341270437652e-05
leaf_weight=0.0013584183920552278 0.0010128067263986485 0.0015940207504295352 0.0018025524381076637 0.0011635158096061117 0.0013416695197124154 0.0013891919542760589 0.0014222470199095644
leaf_count=167 189 1392 228 172 303 167 503
internal_value=0 3.3162e-05 -2.35597e-05 4.04638e-05 -4.49668e-05 7.30997e-05 0.000292118
internal_weight=0 0.0100716 0.0087132 0.00711918 0.00531662 0.00415311 0.00276392
internal_count=3121 2932 2765 1373 1145 973 806
is_linear=0
shrinkage=0.00196078


Tree=4613
num_leaves=9
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split_feature=47 47 50 52 457 43 52 0
split_gain=7.5806e-05 8.27098e-05 5.55671e-05 6.81206e-05 8.43696e-05 7.35578e-05 6.49787e-05 9.79737e-05
threshold=0.13148500000000005 0.10254000000000001 0.088425000000000017 -0.088204999999999992 0.069910000000000014 -0.15323999999999996 0.10160000000000001 -0.10224499999999999
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=-0.00031521942157703347 -0.00051637106553420725 0.00056622184433187265 -0.000445698163733848 0.00046897704469102625 0.00060194048604723092 -0.00028581626904037368 -0.00051669461054768939 0.00039320695933797609
leaf_weight=0.0016667853888325751 0.0010156033637844482 0.0010516008960616578 0.0010202421308269606 0.0011361137038914774 0.0011867390064221016 0.001679931743514254 0.0010477756354608367 0.0015903553894458474
leaf_count=545 65 187 500 130 188 223 364 919
internal_value=0 4.4923e-05 -1.38464e-05 3.91879e-05 0.00012814 2.50484e-05 -9.17525e-05 4.43958e-05
internal_weight=0 0.0103795 0.00932794 0.0083077 0.00664092 0.00545418 0.00431806 0.00327029
internal_count=3121 3056 2869 2369 1824 1636 1506 1142
is_linear=0
shrinkage=0.00196078


Tree=4614
num_leaves=10
num_cat=0
split_feature=484 42 43 15 16 16 0 49 3
split_gain=0.000222801 9.03863e-05 0.000115354 6.71727e-05 6.28638e-05 0.000104521 9.59147e-05 0.000171711 3.36342e-05
threshold=-1.0000000180025095e-35 -0.095859999999999987 -0.17390999999999998 -0.15026499999999995 0.22339500000000004 -0.014034999999999997 -0.11756999999999999 -0.043469999999999995 -0.077774999999999983
decision_type=2 2 2 2 2 2 2 2 2
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right_child=1 2 3 4 -6 -7 8 -9 -10
leaf_value=-0.00088477940135252341 -0.00045610363183052379 0.00073524370652662313 0.0004822008600634887 0.00016666000497278806 -0.00039312261904368072 0.00047403600692125122 -5.4917901622735351e-05 -0.00095561487307254691 0.00042959563486980691
leaf_weight=0.0010165241631901545 0.0011060507346420207 0.0010941595858430042 0.0012395138662284243 0.0010541863608772711 0.0013528836240313145 0.0017784725884379101 0.0010705054196889986 0.0010424990466367284 0.0011347445312458078
leaf_count=515 210 114 306 88 306 443 729 107 303
internal_value=0 7.51457e-05 0.000135307 5.96185e-05 -1.08478e-05 7.42079e-05 -9.10859e-05 -0.00039135 0.000194396
internal_weight=0 0.010873 0.00976697 0.00867281 0.00743329 0.00608041 0.00430194 0.00209669 0.00220525
internal_count=3121 2606 2396 2282 1976 1670 1227 195 1032
is_linear=0
shrinkage=0.00196078


Tree=4615
num_leaves=9
num_cat=0
split_feature=42 40 47 16 43 4 151 1
split_gain=4.29615e-05 5.94028e-05 8.16083e-05 7.22127e-05 9.49893e-05 7.87153e-05 8.58071e-05 3.28652e-05
threshold=-0.095859999999999987 -0.013874999999999998 0.10904500000000002 -0.5048999999999999 -0.084004999999999982 -0.059649999999999988 -0.0064299999999999991 0.10374500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6 -7 -8
right_child=1 2 -4 4 5 6 7 -9
leaf_value=-0.00038892396861175146 0.00044677913238801999 0.00053626725523014756 -0.00054879889388025256 0.00037846452919834792 -0.00050961773443037705 0.00046405622350363651 -0.00044272776330329017 1.6181601015938071e-05
leaf_weight=0.0010269264011184892 0.0011730977879332955 0.0010018762188161194 0.0010051739360161507 0.001674724805903716 0.001666687258145358 0.0010919095695754344 0.0011275466192842388 0.001282346776167618
leaf_count=241 295 134 147 466 914 176 571 177
internal_value=0 3.21711e-05 -2.27849e-05 4.46121e-05 -2.73684e-05 -0.000158869 8.0706e-06 -0.000198534
internal_weight=0 0.0100234 0.00885027 0.00784509 0.00684322 0.00516849 0.0035018 0.00240989
internal_count=3121 2880 2585 2438 2304 1838 924 748
is_linear=0
shrinkage=0.00196078


Tree=4616
num_leaves=8
num_cat=0
split_feature=50 4 40 2 3 47 2
split_gain=1.62803e-05 2.96254e-05 4.39336e-05 7.72117e-05 9.0539e-05 7.57816e-05 6.93676e-05
threshold=0.088425000000000017 0.27834500000000006 -1.0000000180025095e-35 0.11215000000000001 0.092670000000000016 0.085270000000000026 0.084245000000000014
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 3 -5 -6 -7 -8
leaf_value=-0.019426325073705401 -0.011424290833667177 0.015760537203782312 0.012446372542860989 -0.022270525787631043 0.033676073593864563 0.023840494665255008 -0.01885767710511194
leaf_weight=0.0010996576866267966 0.0011168233619414788 0.0012317356349206814 0.0011199121352783884 0.0010627410554120958 0.0010408872897031962 0.0010477531135197199 0.0019239816328568196
leaf_count=224 560 315 361 234 101 220 1106
internal_value=0 0.00141576 -0.00100633 0.0022632 0.00734315 0.000644232 -0.00734026
internal_weight=0 0.00852667 0.00729493 0.00619528 0.00513253 0.00409165 0.00304389
internal_count=3121 2561 2246 2022 1788 1687 1467
is_linear=0
shrinkage=0.1


Tree=4617
num_leaves=7
num_cat=0
split_feature=0 1 2 0 52 16
split_gain=1.82996e-05 2.91848e-05 3.47433e-05 8.04224e-05 8.79422e-05 4.81335e-05
threshold=-1.0000000180025095e-35 0.077565000000000009 1.0000000180025095e-35 -0.14116499999999996 -0.0064899999999999992 -0.056919999999999991
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 -5 -6 -7
leaf_value=-0.016250120726552738 0.0084696206007184149 0.0031293785788901862 -0.020553560786284161 0.03083359026369132 0.014734235456957548 -0.024800875981450685
leaf_weight=0.0012522637924994454 0.0019921594620550742 0.0014641138957277062 0.001354562324871883 0.0010001450408704503 0.0014755419734759478 0.0010664466077078816
leaf_count=1552 325 349 143 266 186 300
internal_value=0 -0.00229586 0.000451345 0.00645858 -0.00215543 -0.00864119
internal_weight=0 0.00761307 0.00636081 0.00383025 0.0028301 0.00253056
internal_count=3121 2796 1244 595 329 649
is_linear=0
shrinkage=0.1


Tree=4618
num_leaves=8
num_cat=0
split_feature=47 52 12 52 4 2 15
split_gain=0.000100024 8.56315e-05 9.93612e-05 8.27709e-05 0.000119462 7.79771e-05 5.48449e-05
threshold=0.13148500000000005 0.11434500000000002 0.097825000000000009 0.070205000000000017 -0.04890499999999999 0.073895000000000002 -0.095869999999999983
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=-0.00050798892544114951 -0.000596822089054455 -0.00044256909841609973 0.00051410410255269673 0.00050971167686583621 -0.00036891762036436932 -4.8758202620159091e-05 0.00045001686182383915
leaf_weight=0.0017664674372142048 0.0010079244972739801 0.0012020618151495832 0.0018955275032518605 0.0010902365845122056 0.0010722112380169456 0.0014833152943734091 0.0019776556909054154
leaf_count=554 65 476 394 487 275 282 588
internal_value=0 4.98652e-05 0.000113614 1.08875e-05 -7.54405e-05 9.31127e-05 0.00023625
internal_weight=0 0.0104875 0.00928541 0.00738989 0.00629965 0.00453318 0.00346097
internal_count=3121 3056 2580 2186 1699 1145 870
is_linear=0
shrinkage=0.00196078


Tree=4619
num_leaves=9
num_cat=0
split_feature=48 16 15 2 47 4 0 3
split_gain=5.11122e-05 8.2432e-05 6.1471e-05 6.51169e-05 9.61615e-05 0.000106352 6.20221e-05 5.86434e-05
threshold=0.11951500000000001 -0.5048999999999999 -0.14147499999999996 0.10981000000000002 0.085270000000000026 -0.35136499999999998 -0.084269999999999984 0.084940000000000015
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=0.00054165073800200247 -0.00042007883655955156 -0.00046246197680435615 -0.00074414201151239785 0.00044090880548639368 0.00036736636911212324 -0.00059062876251495726 0.00023517207214061316 7.2394694960874314e-05
leaf_weight=0.0010891324993761364 0.0010610569268035648 0.0011058397566826974 0.0010312830402959671 0.0012531633880945277 0.0016120617428319233 0.0010481586062018422 0.0017638138553430888 0.0010043213567483278
leaf_count=192 114 334 153 318 199 813 933 65
internal_value=0 3.27301e-05 -3.01234e-05 3.18641e-05 -4.74901e-05 -0.000185451 -3.44746e-05 -0.000266198
internal_weight=0 0.00990777 0.00881864 0.0077128 0.00645964 0.00484758 0.00381629 0.00205248
internal_count=3121 3007 2815 2481 2163 1964 1811 878
is_linear=0
shrinkage=0.00196078


Tree=4620
num_leaves=9
num_cat=0
split_feature=11 3 1 16 16 2 16 15
split_gain=6.57053e-05 7.08883e-05 5.32873e-05 7.63907e-05 8.55386e-05 7.31854e-05 7.4207e-05 1.12771e-05
threshold=0.080455000000000013 -0.12018999999999998 0.094385000000000011 -0.36241499999999999 -0.056919999999999991 0.092365000000000017 -0.088159999999999988 -0.031204999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 6 -3 -6
right_child=-2 2 3 4 7 -7 -8 -9
leaf_value=0.00045355256864364381 -0.00048206725480615098 0.00042805984212640854 -0.00032377178299998596 0.00061379283737713394 -0.00014748195423073236 -0.00050896303412765467 -0.0002491712538957573 0.0001450813296144865
leaf_weight=0.0013782320359663229 0.0010197804986194084 0.0010345606803697227 0.0011306537770352774 0.0015164334195346785 0.0010185085475292984 0.0016333698226224311 0.0015601281457208 0.0010077282975679801
leaf_count=167 189 340 206 204 207 629 1027 152
internal_value=0 3.9747e-05 -2.4324e-05 0.000119977 0.000261601 -0.000183822 2.0856e-05 -1.97858e-06
internal_weight=0 0.0102796 0.00890138 0.00467332 0.00354267 0.00422806 0.00259469 0.00202624
internal_count=3121 2932 2765 769 563 1996 1367 359
is_linear=0
shrinkage=0.00196078


Tree=4621
num_leaves=7
num_cat=0
split_feature=15 15 15 16 2 13
split_gain=1.8943e-05 2.94223e-05 3.70786e-05 4.75132e-05 8.16477e-05 7.19539e-05
threshold=-0.11713499999999999 -0.089549999999999991 -0.037864999999999989 0.38525000000000004 0.10327000000000001 -0.0034749999999999994
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4
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leaf_count=484 335 532 1066 122 204 378
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internal_weight=0 0.0079699 0.00640058 0.00530211 0.00429213 0.00313956
internal_count=3121 2637 2302 1770 1648 1444
is_linear=0
shrinkage=0.1


Tree=4622
num_leaves=8
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split_feature=11 3 1 4 133 0 3
split_gain=8.05319e-05 9.71315e-05 7.45279e-05 0.000102189 8.85614e-05 7.90362e-05 7.56733e-05
threshold=0.081365000000000007 -0.12018999999999998 0.094385000000000011 0.053925000000000008 0.076280000000000014 -0.13455999999999999 0.11296500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3 -5
right_child=-2 2 3 6 -6 -7 -8
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leaf_weight=0.0014626238421507768 0.0010166758163901836 0.0012747238626043599 0.0018565589965022057 0.0017873840942491375 0.0015813870578441419 0.0015343707834957162 0.0012153023779719746
leaf_count=178 178 102 394 239 807 1087 136
internal_value=0 3.44661e-05 -3.97792e-05 0.000127521 -0.000224942 -0.000433887 -9.60663e-05
internal_weight=0 0.0107124 0.00924973 0.00485925 0.00439048 0.00280909 0.00300269
internal_count=3121 2943 2765 769 1996 1189 375
is_linear=0
shrinkage=0.00196078


Tree=4623
num_leaves=9
num_cat=0
split_feature=11 159 3 3 3 40 2 15
split_gain=7.40306e-05 0.000100346 0.000136465 6.14478e-05 7.26979e-05 7.50592e-05 8.45845e-05 6.69807e-05
threshold=0.081790000000000015 0.090485000000000024 -0.12018999999999998 -0.078934999999999991 -0.015584999999999998 -0.064864999999999992 0.10803500000000001 -0.040439999999999997
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
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leaf_weight=0.0012384126350248994 0.0010067515594267733 0.0010011667713574679 0.0016164618244147366 0.0013706763655277534 0.0010232900868203647 0.001474703977398904 0.0019097840091613122 0.0010333104072803895
leaf_count=136 175 367 1292 598 149 128 163 113
internal_value=0 3.54376e-05 9.66384e-05 7.33504e-06 8.88932e-05 -1.2775e-05 9.80621e-05 0.000334817
internal_weight=0 0.0106678 0.00966664 0.00842823 0.00681176 0.00544109 0.0044178 0.00250801
internal_count=3121 2946 2579 2443 1151 553 404 241
is_linear=0
shrinkage=0.00196078


Tree=4624
num_leaves=10
num_cat=0
split_feature=11 47 42 15 3 3 12 1 4
split_gain=8.2224e-05 7.52808e-05 8.8946e-05 0.00011309 0.000105531 0.000114699 9.43608e-05 5.83002e-05 6.47141e-05
threshold=0.081790000000000015 0.13148500000000005 0.091295000000000015 1.0000000180025095e-35 -0.10115999999999999 -1.0000000180025095e-35 0.088305000000000008 0.11061500000000002 0.0061450000000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -5 8 -7
right_child=-2 -3 -4 6 5 7 -8 -9 -10
leaf_value=0.00072858374523128173 -0.00053546148349738025 -0.00045899451530729993 0.00055756025921029203 -0.00072360900245193335 -0.00051105060427085827 8.7967198298609514e-05 8.9838305200403391e-05 -0.00018718960552903104 0.00067562845414982165
leaf_weight=0.0010457060154261694 0.0010143460593876339 0.0010185263738674453 0.0014058236319144648 0.0012122146251670888 0.0011156266926078337 0.001656467337752706 0.0010010099027490428 0.0010921522951959891 0.0012749808668006679
leaf_count=128 175 60 654 499 880 128 357 151 89
internal_value=0 4.83737e-05 0.000101084 2.4671e-05 0.000160783 4.52494e-05 -0.000355698 0.000199495 0.00034356
internal_weight=0 0.0108225 0.00980398 0.00839816 0.00618493 0.00513923 0.00221322 0.0040236 0.00293145
internal_count=3121 2946 2886 2232 1376 1248 856 368 217
is_linear=0
shrinkage=0.00196078


Tree=4625
num_leaves=10
num_cat=0
split_feature=47 47 48 49 15 13 133 1 2
split_gain=5.60777e-05 7.96685e-05 6.23899e-05 5.97561e-05 8.74797e-05 7.36288e-05 0.000126595 8.8913e-05 5.78134e-05
threshold=0.13148500000000005 0.10254000000000001 -0.015314999999999997 1.0000000180025095e-35 -0.090644999999999989 -0.0034749999999999994 0.076280000000000014 0.081670000000000006 0.089885000000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 8 6 -6 -7 -4
right_child=-2 -3 3 -5 5 7 -8 -9 -10
leaf_value=0.00044275069484976193 -0.00044596536617263875 0.00054924724051990683 -2.7685749718754272e-05 -0.00051699559816091513 -0.00028697728537012667 -5.2645392391712637e-05 0.00054430556496330035 -0.00083775885634922739 0.00060886465120776488
leaf_weight=0.0010005221836757111 0.0010127625978865159 0.0010509687572553437 0.0010235750932361546 0.0010324710401869918 0.0017292783557295124 0.0011792121455816915 0.0011883392954016713 0.0010469462470619542 0.0011820410381516789
leaf_count=183 65 187 169 582 793 269 426 243 204
internal_value=0 3.73027e-05 -2.00428e-05 -7.52853e-05 -1.32321e-05 -0.000153314 5.16024e-05 -0.000421879 0.000313456
internal_weight=0 0.0104334 0.00938239 0.00838186 0.00734939 0.00514378 0.00291762 0.00222616 0.00220562
internal_count=3121 3056 2869 2686 2104 1731 1219 512 373
is_linear=0
shrinkage=0.00196078


Tree=4626
num_leaves=8
num_cat=0
split_feature=49 42 52 1 4 2 15
split_gain=1.79791e-05 6.32149e-05 4.89874e-05 3.57122e-05 8.37074e-05 7.83553e-05 2.85417e-05
threshold=-0.043469999999999995 0.091545000000000015 -0.0064899999999999992 0.10752500000000002 -1.0000000180025095e-35 0.091185000000000002 -0.067579999999999987
decision_type=2 2 2 2 2 2 2
left_child=6 2 -2 4 5 -4 -1
right_child=1 -3 3 -5 -6 -7 -8
leaf_value=0.020268699662509118 -0.012001150517646539 -0.025837132069830876 0.032113537011490896 0.021283876697544599 -0.02041251103936358 -0.0065157082525785824 -0.0021716850927918497
leaf_weight=0.0010059157131001315 0.0019702609298549003 0.0010030614384360925 0.0010737492357118027 0.001248388187464213 0.001142000878357266 0.0010276340371169084 0.0012983425837015472
leaf_count=186 776 614 687 192 256 171 239
internal_value=0 -0.00248035 0.00114518 0.00691165 0.00137974 0.0132228 0.00762458
internal_weight=0 0.00746509 0.00646203 0.00449177 0.00324338 0.00210138 0.00230426
internal_count=3121 2696 2082 1306 1114 858 425
is_linear=0
shrinkage=0.1


Tree=4627
num_leaves=10
num_cat=0
split_feature=147 52 13 16 0 2 2 1 3
split_gain=6.69397e-05 6.56672e-05 6.18862e-05 0.000116201 0.00022342 0.000115527 7.87469e-05 0.000173905 7.46166e-05
threshold=1.0000000180025095e-35 0.15915500000000002 0.17001000000000002 0.22339500000000004 -0.077999999999999986 0.094835000000000017 0.089885000000000007 0.11103500000000001 -0.0080949999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 8 -8 -1
right_child=-2 -3 -4 -5 5 -7 7 -9 -10
leaf_value=-0.00070033573386814774 0.0004779470164331091 -0.00050940554342218983 -0.00038243526409318594 -0.00047719537798263057 0.00022240521417751357 0.0011208548888099908 0.00053396554337050751 -0.00045435417749364052 3.2227483042178679e-05
leaf_weight=0.0011180241786479489 0.0010263978275455296 0.0010605800028461983 0.0013716889722264888 0.0012836113243998208 0.0010718662462981636 0.00113068729613612 0.0017466382298480915 0.0011256457475494822 0.0010243518352625316
leaf_count=948 183 363 143 388 296 250 330 116 104
internal_value=0 -4.57723e-05 4.03465e-06 6.63953e-05 0.000163075 0.000683627 -6.55632e-05 0.000146644 -0.000350069
internal_weight=0 0.0109331 0.00987251 0.00850082 0.00721721 0.00220255 0.00501466 0.00287228 0.00214238
internal_count=3121 2938 2575 2432 2044 546 1498 446 1052
is_linear=0
shrinkage=0.00196078


Tree=4628
num_leaves=9
num_cat=0
split_feature=48 16 52 0 1 0 12 52
split_gain=5.87995e-05 9.45193e-05 6.05566e-05 8.0001e-05 8.05586e-05 8.70833e-05 6.20763e-05 6.34114e-05
threshold=0.12474000000000002 -0.5048999999999999 0.11434500000000002 -0.077999999999999986 0.094385000000000011 -0.13027499999999997 0.09202500000000001 -0.034054999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 -5
right_child=-2 2 -4 6 -6 -7 -8 -9
leaf_value=0.00054689163156723534 -0.00045353895630025613 -6.0190313111803186e-05 -0.00044773779115572549 -0.00032513386048770314 0.00015980050542338878 -0.00079860128097015992 0.00053957377710916229 0.00033584059897212294
leaf_weight=0.0012468468290528128 0.0010179998108170484 0.0014202618831465111 0.0011571444387166322 0.001037300485213084 0.0018547577917127642 0.00108171570818612 0.0015608646578875295 0.0012077642806473802
leaf_count=199 102 126 438 246 228 1191 454 137
internal_value=0 3.98797e-05 -2.79507e-05 3.15586e-05 -0.000149872 -0.000379438 0.000239247 3.04467e-05
internal_weight=0 0.0105667 0.00931981 0.00816266 0.00435674 0.00250198 0.00380593 0.00224506
internal_count=3121 3019 2820 2382 1545 1317 837 383
is_linear=0
shrinkage=0.00196078


Tree=4629
num_leaves=9
num_cat=0
split_feature=48 11 43 12 3 16 48 42
split_gain=4.76486e-05 5.56707e-05 5.09348e-05 8.32105e-05 6.60888e-05 3.97053e-05 5.88815e-05 2.6261e-05
threshold=-0.015314999999999997 1.0000000180025095e-35 -0.04890499999999999 0.051320000000000005 -1.0000000180025095e-35 0.033715000000000009 0.086035000000000014 0.087665000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 6 -6 -5
right_child=1 -3 4 7 5 -7 -8 -9
leaf_value=0.00039437907341332879 0.00061898329392528085 -0.00046447688565180983 -0.00048312615407071128 -0.00023651655761540801 0.00041590778246154231 -0.00029339873309598604 -0.00013552978586171721 0.00019590128707517703
leaf_weight=0.0010072681718856303 0.0011454257466986641 0.0011225591688926737 0.0014058572555048785 0.0011547349767745338 0.0014328648439197924 0.0011965892012887891 0.0015495719058596646 0.0010142219154595233
leaf_count=189 258 230 1020 618 139 117 131 419
internal_value=0 -5.30031e-05 -1.09951e-06 0.00019146 -0.000115375 8.33896e-06 0.0001294 -3.43145e-05
internal_weight=0 0.0100218 0.00889927 0.00331438 0.00558488 0.00417903 0.00298244 0.00216896
internal_count=3121 2932 2702 1295 1407 387 270 1037
is_linear=0
shrinkage=0.00196078


Tree=4630
num_leaves=10
num_cat=0
split_feature=47 47 42 49 4 52 13 0 0
split_gain=6.18108e-05 8.3871e-05 6.19479e-05 6.55948e-05 8.62297e-05 7.61865e-05 0.000103673 7.15351e-05 7.03956e-05
threshold=0.13148500000000005 0.10254000000000001 -0.085874999999999993 -0.043469999999999995 0.0052350000000000009 -0.07167999999999998 -0.13710499999999998 -0.14649999999999996 -0.060129999999999996
decision_type=2 2 2 2 2 2 2 2 2
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right_child=-2 -3 3 5 -6 6 7 8 -10
leaf_value=-0.0004767800413275513 -0.00046173360177670212 0.00056612702000037964 -3.4979823110589519e-05 -0.00049887767800047586 0.00071434199087891273 -0.0004749086980790058 0.00064925354122900055 -0.00022456534236434402 0.0004273554673806313
leaf_weight=0.0010048737254471059 0.0010280799614588451 0.0010558950450880828 0.0012654569686785348 0.0012608777999655891 0.0011069200798404467 0.0011353663402614471 0.0010037044898518763 0.0016003157525403765 0.0010577207547504595
leaf_count=422 65 187 234 499 140 136 94 1173 171
internal_value=0 4.20553e-05 -1.65934e-05 3.82594e-05 0.000314644 -6.99759e-05 4.27571e-05 0.000203266 3.48555e-05
internal_weight=0 0.0104911 0.00943524 0.00843036 0.00237238 0.00605799 0.00479711 0.00366174 0.00265804
internal_count=3121 3056 2869 2447 374 2073 1574 1438 1344
is_linear=0
shrinkage=0.00196078


Tree=4631
num_leaves=7
num_cat=0
split_feature=0 3 12 2 3 4
split_gain=2.05231e-05 5.47016e-05 4.37219e-05 4.29018e-05 3.39464e-05 6.9753e-05
threshold=-0.060129999999999996 0.076840000000000006 0.088615000000000013 0.090675000000000019 0.12178000000000001 0.0061450000000000003
decision_type=2 2 2 2 2 2
left_child=2 3 4 -2 5 -1
right_child=1 -3 -4 -5 -6 -7
leaf_value=-0.0083790493917860996 0.030019190200490153 -0.012615841290974192 -0.016811910333349948 0.0025743215198094156 -0.012783200890634181 0.01983390835500233
leaf_weight=0.0016498411706056598 0.0010332297543491594 0.0010539905880812203 0.0017644983616901906 0.0012692808355429816 0.0012145722835300993 0.0018691292178683681
leaf_count=987 150 125 1091 298 146 324
internal_value=0 0.00625273 -0.00337681 0.0148899 0.00163132 0.00660649
internal_weight=0 0.0033565 0.00649804 0.00230251 0.00473354 0.00351897
internal_count=3121 573 2548 448 1457 1311
is_linear=0
shrinkage=0.1


Tree=4632
num_leaves=8
num_cat=0
split_feature=52 0 0 2 0 2 1
split_gain=1.78265e-05 3.22659e-05 8.40572e-05 6.58749e-05 5.66054e-05 5.26014e-05 5.96903e-05
threshold=0.15116000000000002 -0.077999999999999986 -0.05208999999999999 0.096540000000000015 -0.10607499999999999 0.086285000000000014 0.11103500000000001
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=0.022248636081872636 -0.01258130875058671 0.033046655436348341 -0.019895673511820904 0.012357866379217415 -0.020714985720517623 0.0072419918992899348 -0.023036017686815166
leaf_weight=0.0010092121060241484 0.0010229442932374591 0.0010133192010500771 0.0010737970847980703 0.001543405215870424 0.001419631909041541 0.0016864376173012993 0.0010605685065067259
leaf_count=114 377 498 186 280 1294 246 126
internal_value=0 0.00136537 0.00859273 -0.000875256 -0.00370416 0.00272494 -0.00444779
internal_weight=0 0.00880637 0.00363052 0.0026172 0.00517585 0.00375622 0.00274701
internal_count=3121 2744 964 466 1780 486 372
is_linear=0
shrinkage=0.1


Tree=4633
num_leaves=8
num_cat=0
split_feature=48 48 51 1 42 4 16
split_gain=4.75751e-05 9.27353e-05 0.000102607 7.30859e-05 5.64587e-05 7.60594e-05 6.87143e-05
threshold=0.11951500000000001 0.093265000000000015 0.087505000000000013 0.111945 0.086325000000000013 -1.0000000180025095e-35 -0.018494999999999998
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=0.00053823303677435466 -0.00040130729488136872 0.00058249686747900904 -0.00061416573161313104 0.00037346473722839617 -0.00043504488211920807 -0.00031328979886534645 -4.5373125115449665e-05
leaf_weight=0.0013866296319996869 0.0010641242234897394 0.0010624140046112248 0.0010245244317335046 0.0019629223423851998 0.0012401566881764855 0.0015999364504347157 0.0017603651467849859
leaf_count=554 114 239 312 328 781 323 470
internal_value=0 3.47114e-05 -3.0136e-05 4.51284e-05 -6.25197e-05 3.48041e-05 0.000211776
internal_weight=0 0.0100369 0.00897453 0.00795001 0.00598709 0.00474693 0.00314699
internal_count=3121 3007 2768 2456 2128 1347 1024
is_linear=0
shrinkage=0.00196078


Tree=4634
num_leaves=10
num_cat=0
split_feature=47 4 1 42 43 4 151 43 15
split_gain=0.000101468 9.753e-05 0.000118937 7.75759e-05 0.000121043 7.7846e-05 0.000114279 0.000110958 8.69564e-05
threshold=0.13148500000000005 0.24564500000000003 0.111945 -1.0000000180025095e-35 -0.084004999999999982 -0.059649999999999988 -0.0064299999999999991 0.070450000000000013 -0.070929999999999979
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 7 -7 -6 -8
right_child=-2 2 -4 4 5 6 8 -9 -10
leaf_value=-0.00050965413803021953 -0.00059344294495142658 -3.0295470681335647e-05 0.00084394091439325691 0.00051685298791618315 -0.00081352019861037823 0.00057554560086182374 -0.00059613090142115717 7.1448803757786982e-05 0.00015746501867694703
leaf_weight=0.0011994881437787574 0.0010282139045553204 0.0012140383497834125 0.0011796478296524338 0.0015392703356490074 0.0011483310417877207 0.0011799257089463605 0.0010409245451308198 0.0010362356211509674 0.0013549899675090104
leaf_count=784 65 147 264 386 635 198 342 54 246
internal_value=0 5.09334e-05 0.000400543 -4.75297e-05 2.84069e-05 -0.000102114 7.60485e-05 -0.000393741 -0.000169941
internal_weight=0 0.0108929 0.00239369 0.00849917 0.00729968 0.00576041 0.00357584 0.00218457 0.00239591
internal_count=3121 3056 411 2645 1861 1475 786 689 588
is_linear=0
shrinkage=0.00196078


Tree=4635
num_leaves=10
num_cat=0
split_feature=484 42 0 0 3 4 15 1 1
split_gain=0.000169248 7.2759e-05 0.000128766 0.000111534 0.000108509 7.79643e-05 0.000117368 6.32204e-05 0.000106867
threshold=-1.0000000180025095e-35 -0.095859999999999987 -0.077999999999999986 -0.053834999999999994 -0.10831999999999999 -0.031404999999999995 -0.037864999999999989 0.11103500000000001 0.094385000000000011
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 -4 -5 -3 7 8 -7
right_child=1 2 3 4 -6 6 -8 -9 -10
leaf_value=-0.00075409061194575818 -0.00041117018744410314 -0.00055760656157370213 0.00089758845041526265 0.00059745579818105585 -0.00016637623246176512 -0.00040060172409812369 0.00047909922763193395 -0.00049644785071674695 0.00045805336476889314
leaf_weight=0.0010548241305318043 0.0011043196978555237 0.0010110539198729665 0.0011798226521928068 0.0013142925026414446 0.001568234260997927 0.0010804659153237591 0.0015998380976346939 0.0013408182236103079 0.0011508320948183785
leaf_count=515 210 661 417 161 284 330 260 161 122
internal_value=0 6.70166e-05 0.000118559 0.000389752 0.000181894 -5.96198e-05 3.77306e-05 -0.000159944 4.22651e-05
internal_weight=0 0.0113497 0.0102454 0.00406235 0.00288253 0.00618301 0.00517195 0.00357212 0.0022313
internal_count=3121 2606 2396 862 445 1534 873 613 452
is_linear=0
shrinkage=0.00196078


Tree=4636
num_leaves=8
num_cat=0
split_feature=0 12 42 160 151 2 15
split_gain=1.82647e-05 4.47464e-05 3.91201e-05 4.1822e-05 6.73269e-05 6.58565e-05 2.87453e-05
threshold=-0.019414999999999998 0.082850000000000021 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 0.086885000000000004 -0.071579999999999991
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=-0.020765236176814764 0.023132771816307456 -0.0042945825972881251 -0.014036083271172943 -0.016335783134459079 -0.003792802767946352 0.035139547782590076 0.011859448349209741
leaf_weight=0.0010172256613515118 0.0010397610812886019 0.001390042620517098 0.0015408662266690456 0.0011488590982195778 0.0016306580502214348 0.0010103719710312055 0.0011164879869531253
leaf_count=817 195 170 738 265 414 222 300
internal_value=0 0.00744213 -0.00253976 0.000335793 0.00484934 0.0113267 0.0229187
internal_weight=0 0.0024298 0.00746447 0.00644724 0.00490638 0.00375752 0.00212686
internal_count=3121 365 2756 1939 1201 936 522
is_linear=0
shrinkage=0.1


Tree=4637
num_leaves=8
num_cat=0
split_feature=50 4 12 3 2 2 1
split_gain=1.74851e-05 3.36111e-05 3.9404e-05 4.73251e-05 5.63129e-05 3.77428e-05 5.22777e-05
threshold=0.088425000000000017 0.27834500000000006 -0.029094999999999999 0.10542000000000001 0.092365000000000017 0.086590000000000014 0.095285000000000022
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=-0.01902653648148956 -0.011709072198989045 0.016542266832314616 -0.018273210502499051 0.016651425732937944 -0.020990055209525731 0.01759179287839132 0.01211482586360524
leaf_weight=0.0010537559340025662 0.0011427506933684569 0.0012615232217784451 0.0012205360632692652 0.0016139645900477562 0.001291940463864891 0.0012248737251015522 0.00105586784369191
leaf_count=213 560 315 640 106 637 512 138
internal_value=0 0.00144596 -0.00110658 0.00184062 -0.00314645 0.00343768 -0.00417828
internal_weight=0 0.00872246 0.00746094 0.00640718 0.00479322 0.00350128 0.0022764
internal_count=3121 2561 2246 2033 1927 1290 778
is_linear=0
shrinkage=0.1


Tree=4638
num_leaves=10
num_cat=0
split_feature=47 47 48 3 3 3 2 16 13
split_gain=8.25892e-05 9.43424e-05 8.72395e-05 5.90431e-05 9.83408e-05 8.07415e-05 9.16416e-05 5.20958e-05 4.04236e-05
threshold=0.13148500000000005 0.10254000000000001 -0.015314999999999997 -0.055119999999999995 0.013900000000000001 0.13524500000000003 0.092480000000000021 -0.088394999999999987 -0.017449999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 -5 6 -6 -4 -9
right_child=-2 -3 3 4 5 -7 -8 8 -10
leaf_value=0.00051955716376676266 -0.00055156577752212238 0.00059253266240596059 -0.00060804983808326364 0.00053847780948007638 7.0051213589855801e-05 0.00030432302414380019 -0.0007256985678479658 -0.00036684799166177408 0.00013138084417534839
leaf_weight=0.0010053574451104772 0.0010058042354578181 0.0010553937927955887 0.001218236580081251 0.0012028069475763913 0.0010987169939579502 0.0011641865346143504 0.0011273122602529495 0.001232298403597835 0.0012727132450819348
leaf_count=183 65 187 515 341 91 131 92 933 583
internal_value=0 3.69029e-05 -2.60054e-05 -9.19587e-05 5.67929e-05 -0.000114103 -0.000332935 -0.00027546 -0.000113714
internal_weight=0 0.010377 0.00932163 0.00831627 0.00459302 0.00339022 0.00222603 0.00372325 0.00250501
internal_count=3121 3056 2869 2686 655 314 183 2031 1516
is_linear=0
shrinkage=0.00196078


Tree=4639
num_leaves=7
num_cat=0
split_feature=0 13 47 49 13 2
split_gain=1.68381e-05 4.03156e-05 3.57903e-05 4.59079e-05 6.8435e-05 5.5004e-05
threshold=-0.019414999999999998 0.021350000000000004 0.092530000000000015 -0.054319999999999993 -0.084319999999999992 0.086950000000000013
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=-0.013164042477372363 -0.004367657120732454 0.021584156029869794 -0.014766818759204584 -0.01224050373480484 0.031314395426262652 0.0032207707495417858
leaf_weight=0.0015553928704473297 0.0013483088690787091 0.0010765514548602344 0.0017893129730698629 0.0012721666223778371 0.0012534404869704726 0.0015696282000971032
leaf_count=311 204 161 310 624 626 885
internal_value=0 0.00715402 -0.00244135 0.00146159 0.00701649 0.0156943
internal_weight=0 0.00242486 0.00743994 0.00565063 0.00409524 0.00282307
internal_count=3121 365 2756 2446 2135 1511
is_linear=0
shrinkage=0.1


Tree=4640
num_leaves=10
num_cat=0
split_feature=48 16 1 4 52 0 52 133 16
split_gain=5.27541e-05 0.000100217 5.21027e-05 9.13502e-05 9.19458e-05 6.51392e-05 6.30942e-05 0.000128738 7.36741e-05
threshold=0.11951500000000001 -0.50992999999999988 0.111945 -0.0016099999999999997 -0.0015799999999999998 -0.10324499999999999 -0.088204999999999992 0.084990000000000024 -0.0073349999999999986
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 -5 -4 -3 8 -8
right_child=-2 2 5 4 -6 -7 7 -9 -10
leaf_value=0.00062122700885936302 -0.00042137368950929396 -0.00038128116118583396 0.00058973353812372706 -3.0610358493535225e-05 -0.00083576587041798349 -7.5064505315018329e-05 0.00011141786664068541 -0.00041700408400983626 0.00078794929352239533
leaf_weight=0.0010124206821141507 0.00107212546602927 0.0010488594079621364 0.0010380329842336403 0.0010575771252460135 0.001125734125513269 0.0012478685677805041 0.0014259390992607535 0.0010326754146953213 0.0010934230426903513
leaf_count=156 114 438 107 225 344 260 785 509 183
internal_value=0 3.61129e-05 -2.91985e-05 -0.000115463 -0.000445755 0.000226822 4.12739e-05 0.000166048 0.000405038
internal_weight=0 0.0100825 0.00907011 0.00678421 0.00218331 0.0022859 0.0046009 0.00355204 0.00251936
internal_count=3121 3007 2851 2484 569 367 1915 1477 968
is_linear=0
shrinkage=0.00196078


Tree=4641
num_leaves=10
num_cat=0
split_feature=484 42 43 3 133 16 48 13 2
split_gain=0.000211172 5.75105e-05 8.06097e-05 0.000187771 0.000164643 7.75168e-05 0.000152647 4.4635e-05 3.76903e-05
threshold=-1.0000000180025095e-35 -0.098769999999999983 -0.072864999999999985 -0.078584999999999988 -0.0061299999999999992 0.15891500000000003 0.086260000000000017 -0.01163 0.10672500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 7 -4 6 8 -3 -6
right_child=1 2 4 -5 5 -7 -8 -9 -10
leaf_value=-0.00087615400827137119 -0.00038252981819353478 -0.00025079370530282875 -0.00071373344808543467 0.0010707702830721948 0.00068662892940766617 -0.00036342089435690726 -0.00020505599415051735 0.00031997588036797992 0.00021388340255619094
leaf_weight=0.0010005311255762246 0.0010022651051591362 0.0010351042187659153 0.0010740180016523141 0.0010017500299785613 0.0018140612982902051 0.0010326094699173718 0.0018664740592259227 0.0010726076367653979 0.001009040166543664
leaf_count=515 191 361 657 315 396 180 152 194 160
internal_value=0 6.50624e-05 0.00011035 0.000371851 -9.29375e-06 0.000122925 0.000230015 3.96691e-05 0.000517659
internal_weight=0 0.0109079 0.00990566 0.00310946 0.0067962 0.00572218 0.00468958 0.00210771 0.0028231
internal_count=3121 2606 2415 870 1545 888 708 555 556
is_linear=0
shrinkage=0.00196078


Tree=4642
num_leaves=9
num_cat=0
split_feature=49 42 52 0 1 4 2 1
split_gain=1.87253e-05 5.78077e-05 4.1658e-05 4.06925e-05 3.51824e-05 7.63909e-05 7.04876e-05 3.18438e-05
threshold=-0.043469999999999995 0.091545000000000015 -0.0064899999999999992 -0.070499999999999993 0.10752500000000002 -1.0000000180025095e-35 0.091185000000000002 0.10089500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=7 2 3 -2 5 6 -4 -1
right_child=1 -3 4 -5 -6 -7 -8 -9
leaf_value=-0.0025203226095962521 -0.025316081588752794 -0.024687929285372095 0.029970266783720164 0.0031924520178619417 0.020377643755828234 -0.020028582054848532 -0.0064233292865038781 0.021046994062282727
leaf_weight=0.001316319867143883 0.0010023708487577202 0.0010168289270310153 0.0010762116566536981 0.0010003719977418803 0.0012681457795594448 0.0011481586382760677 0.0010527870079159005 0.0010157436113075792
leaf_count=232 512 614 687 264 192 256 171 193
internal_value=0 -0.00250474 0.000940025 -0.011076 0.00623452 0.000761625 0.0119737 0.00774456
internal_weight=0 0.00756487 0.00654805 0.00200274 0.0045453 0.00327716 0.002129 0.00233206
internal_count=3121 2696 2082 776 1306 1114 858 425
is_linear=0
shrinkage=0.1


Tree=4643
num_leaves=10
num_cat=0
split_feature=42 43 3 13 133 52 15 52 47
split_gain=4.27841e-05 7.07182e-05 0.00019215 0.000107696 8.71316e-05 7.76627e-05 0.000116898 0.000101637 0.000117865
threshold=-0.095859999999999987 -0.067199999999999996 -0.077774999999999983 -0.017449999999999997 -1.0000000180025095e-35 -0.0064899999999999992 -0.074054999999999996 0.10160000000000001 0.084635000000000016
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -3 6 -6 8 -7
right_child=1 4 -4 -5 5 7 -8 -9 -10
leaf_value=-0.00038709039418852317 -0.00051993419032763766 -0.00060256353546290326 0.00095036800273033564 0.00037156379235434516 0.00014108674142540868 0.00079557714593603767 -0.00073979585316980608 -0.00028061308831769168 -7.623259955925413e-05
leaf_weight=0.0010143467448505616 0.0010304771038821521 0.0010267362050987855 0.0010783209552546955 0.0010536985775511055 0.0012639580359855482 0.0013992941539793945 0.0010691171072668136 0.0011616973498816767 0.001038843918547503
leaf_count=241 574 717 388 233 124 326 262 184 72
internal_value=0 3.53017e-05 0.000278431 -6.92188e-05 -7.51776e-05 1.60907e-05 -0.000262572 0.000196694 0.000424116
internal_weight=0 0.0101221 0.0031625 0.00208418 0.00695965 0.00593291 0.00233308 0.00359984 0.00243814
internal_count=3121 2880 1195 807 1685 968 386 582 398
is_linear=0
shrinkage=0.00196078


Tree=4644
num_leaves=8
num_cat=0
split_feature=52 2 1 0 43 13 0
split_gain=1.70518e-05 3.05491e-05 4.3183e-05 3.3976e-05 3.25367e-05 6.35758e-05 5.16504e-05
threshold=0.15116000000000002 0.099185000000000009 0.11181500000000001 -0.043914999999999989 -0.074359999999999996 -0.0034749999999999994 -0.10096999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 4 3 -3 5 -1 -6
right_child=-2 2 -4 -5 6 -7 -8
leaf_value=0.020538888520169683 -0.012272526572357084 0.030719811949635734 -0.0053988992603842805 0.0056087305452797651 -0.00041966225756376877 -0.012626705514503121 -0.027708493875546976
leaf_weight=0.0012678374311918469 0.0010280893121392088 0.0010104473704122664 0.0013617971045958763 0.0011543917648723222 0.0019092030334391004 0.001062242145398224 0.0010893338078233838
leaf_count=588 377 372 276 154 209 210 935
internal_value=0 0.00133317 0.00855297 0.0173294 -0.00344511 0.00541928 -0.0103334
internal_weight=0 0.00885525 0.00352664 0.00216484 0.00532862 0.00233008 0.00299854
internal_count=3121 2744 802 526 1942 798 1144
is_linear=0
shrinkage=0.1


Tree=4645
num_leaves=8
num_cat=0
split_feature=0 4 43 160 1 0 4
split_gain=1.67702e-05 3.34976e-05 6.10166e-05 7.80162e-05 5.80504e-05 5.91924e-05 3.01279e-05
threshold=-1.0000000180025095e-35 -0.059649999999999988 -0.079329999999999984 -0.027994999999999996 0.094465000000000007 -0.18901999999999997 -0.46376499999999993
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=-0.015071536148145635 -0.0039613962296632093 -0.015215006507558138 0.031462588086545222 -0.017746961262269292 -0.0087377126794930295 0.023578823810178409 0.020219668683385376
leaf_weight=0.0016043902659831095 0.001046204726003897 0.001666625397081567 0.0010229092405481433 0.0012013162381914995 0.0010113149919022679 0.001289431953832841 0.0010152578966520515
leaf_count=1054 164 747 327 347 85 236 161
internal_value=0 -0.00219446 0.0011423 0.00716698 7.05288e-05 0.00937379 0.00794763
internal_weight=0 0.00779599 0.0061916 0.00452497 0.00350206 0.00230075 0.00206146
internal_count=3121 2796 1742 995 668 321 325
is_linear=0
shrinkage=0.1


Tree=4646
num_leaves=9
num_cat=0
split_feature=11 3 1 133 0 16 16 2
split_gain=6.072e-05 6.72184e-05 5.86347e-05 8.24723e-05 8.8235e-05 7.53311e-05 8.33638e-05 1.6535e-05
threshold=0.081365000000000007 -0.12018999999999998 0.094385000000000011 0.076280000000000014 -0.15202999999999997 -0.36241499999999999 -0.056919999999999991 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -4 -7 -8
right_child=-2 2 5 -5 -6 6 7 -9
leaf_value=0.00042573900015568109 -0.00046869383470497756 6.3494074709904725e-05 -0.00030792868651394368 0.00016637559815979659 -0.00066618582976899843 0.00060570215096959084 -0.00016331011881174094 0.00018631144128094948
leaf_weight=0.0014627755759897597 0.0010054008430783789 0.0010069194555062397 0.0011843194796863805 0.0015609995231912737 0.0017349602669078472 0.0015507681193875087 0.0010787413424968861 0.0010042285245252386
leaf_count=178 178 73 206 807 1116 204 189 170
internal_value=0 3.55403e-05 -2.70381e-05 -0.000193396 -0.00039822 0.000121532 0.000261503 5.24726e-06
internal_weight=0 0.0105837 0.00912094 0.00430288 0.00274188 0.00481806 0.00363374 0.00208297
internal_count=3121 2943 2765 1996 1189 769 563 359
is_linear=0
shrinkage=0.00196078


Tree=4647
num_leaves=8
num_cat=0
split_feature=159 15 52 52 49 15 43
split_gain=3.89692e-05 6.14172e-05 4.90115e-05 0.000102846 8.64049e-05 0.000111254 5.25591e-05
threshold=0.091005000000000016 -0.11713499999999999 -0.24456499999999998 -0.081429999999999989 -0.069799999999999987 -0.031204999999999997 -0.0037449999999999996
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=-0.00032337812493976874 -0.00037238050723203161 -0.00028879594060793952 0.00072765141875020417 -0.00045903791071696259 0.00053436639535966416 -0.00033864867993709804 0.00015592463419730878
leaf_weight=0.001599883794437801 0.0010240006035955708 0.0011098567925969154 0.0010307627243855179 0.0010329013784527528 0.0019442623712270755 0.0014369195058466185 0.0019435004798422175
leaf_count=365 382 342 220 148 419 805 440
internal_value=0 2.90533e-05 9.54025e-05 0.000153116 5.99656e-05 0.000160644 -5.43043e-05
internal_weight=0 0.0100981 0.0084982 0.00738835 0.00635758 0.00532468 0.00338042
internal_count=3121 2739 2374 2032 1812 1664 1245
is_linear=0
shrinkage=0.00196078


Tree=4648
num_leaves=7
num_cat=0
split_feature=11 16 2 0 47 43
split_gain=1.70557e-05 3.05612e-05 7.17024e-05 4.92823e-05 5.86903e-05 5.12364e-05
threshold=1.0000000180025095e-35 -0.36241499999999999 0.10912000000000001 -0.10607499999999999 0.086010000000000017 -0.084004999999999982
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=-0.012222587062131857 -0.011621415534343359 0.012389835358135398 0.021078958373698137 -0.0020338969235837714 0.011328099619378638 -0.029568920416796068
leaf_weight=0.0013825232450126361 0.0011327761436157038 0.0017102508861515258 0.0018398542926031701 0.0013335181215992952 0.0011092965238576752 0.0013701141891002998
leaf_count=334 244 177 406 449 251 1260
internal_value=0 0.00141959 0.00398112 -0.00171443 -0.00804075 -0.0159878
internal_weight=0 0.00874556 0.00736303 0.00552318 0.00381293 0.00270363
internal_count=3121 2877 2543 2137 1960 1709
is_linear=0
shrinkage=0.1


Tree=4649
num_leaves=9
num_cat=0
split_feature=484 42 43 15 16 16 2 2
split_gain=0.000214648 5.39201e-05 7.39125e-05 5.70946e-05 6.96793e-05 9.60204e-05 0.000138347 5.35275e-05
threshold=-1.0000000180025095e-35 -0.095859999999999987 -0.17390999999999998 -0.15026499999999995 -0.36241499999999999 0.22339500000000004 0.099185000000000009 0.084245000000000014
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=-0.00088004833594758727 -0.00035628332577295765 0.00058556649672389437 0.00044393362740083206 -0.00042968250056896022 0.00024010502713289004 -0.00037717387452508566 0.00073359059377504129 -0.00024479334126777119
leaf_weight=0.0010012552885698507 0.0010400986981077285 0.0011276977653343354 0.0012306642252996377 0.0012736227338390948 0.0017494990240929688 0.0014101757257030138 0.0013642636085391372 0.0017515291253040115
leaf_count=515 210 114 306 167 512 306 270 721
internal_value=0 6.84247e-05 0.000113011 5.23147e-05 -1.15276e-05 7.3338e-05 0.000203916 -2.48474e-06
internal_weight=0 0.0109476 0.00990745 0.00877975 0.00754909 0.00627547 0.00486529 0.00350103
internal_count=3121 2606 2396 2282 1976 1809 1503 1233
is_linear=0
shrinkage=0.00196078


Tree=4650
num_leaves=9
num_cat=0
split_feature=42 40 47 16 43 15 13 0
split_gain=4.332e-05 7.43963e-05 0.000106476 7.50828e-05 8.41799e-05 7.40887e-05 0.000126254 0.000207776
threshold=-0.095859999999999987 -0.013874999999999998 0.10904500000000002 -0.5048999999999999 -0.084004999999999982 -0.095244999999999982 -0.095304999999999987 -0.13455999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6 -7 -8
right_child=1 2 -4 4 5 6 7 -9
leaf_value=-0.00039754445217669778 0.00048262100842436431 0.00053528273618720949 -0.00062473743604384794 0.00034647090681326351 0.00016391427253171324 0.00019197523968295389 -2.360117286070058e-05 -0.00121395053551922
leaf_weight=0.0010170941620279679 0.0012136099886305525 0.0010340020599672777 0.0010397797762655191 0.0017191537634909954 0.0018503501334597105 0.0011992274969601256 0.0011740140735073997 0.0010846239483553782
leaf_count=241 295 134 147 466 296 139 85 1318
internal_value=0 2.66005e-05 -3.42085e-05 4.19597e-05 -3.06274e-05 -0.000152757 -0.000322212 -0.000595221
internal_weight=0 0.0103148 0.00910115 0.00806137 0.00702737 0.00530822 0.00345787 0.00225864
internal_count=3121 2880 2585 2438 2304 1838 1542 1403
is_linear=0
shrinkage=0.00196078


Tree=4651
num_leaves=10
num_cat=0
split_feature=11 159 3 49 52 1 3 47 52
split_gain=5.29865e-05 4.77086e-05 7.82696e-05 6.80897e-05 8.97546e-05 5.85651e-05 9.2219e-05 7.35352e-05 5.46286e-05
threshold=0.081365000000000007 0.089465000000000017 -0.12018999999999998 -0.006494999999999999 -0.068719999999999989 0.08844500000000001 0.10893000000000001 0.092530000000000015 0.084240000000000023
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 8 7 -7 -5
right_child=-2 -3 3 5 -6 6 -8 -9 -10
leaf_value=0.00054769962671840646 -0.00044165298730007639 -0.00037359323934005442 7.1416990427336697e-05 0.00019398463745466831 -0.00065459523698951623 0.00084602231751258067 -0.00014085650428485348 0.00014142861258065287 -0.00044412700390247405
leaf_weight=0.001173845326136176 0.0010012154807611607 0.0010144536588063422 0.0014672085256510919 0.0010030583438495405 0.0011821727967900333 0.0012178644358036565 0.0012790898744562372 0.0010696521582930344 0.0010618402315721437
leaf_count=133 178 379 192 656 282 357 116 132 696
internal_value=0 3.04989e-05 7.38563e-05 6.68729e-06 -0.000252535 0.00012864 0.000280786 0.000516551 -0.000134154
internal_weight=0 0.0104692 0.00945473 0.00828089 0.00264938 0.00563151 0.00356661 0.00228752 0.0020649
internal_count=3121 2943 2564 2431 474 1957 605 489 1352
is_linear=0
shrinkage=0.00196078


Tree=4652
num_leaves=10
num_cat=0
split_feature=484 48 4 150 15 12 0 0 3
split_gain=0.000173747 5.63777e-05 0.000103328 7.42872e-05 9.49731e-05 7.76508e-05 9.1526e-05 8.83969e-05 3.25747e-05
threshold=-1.0000000180025095e-35 0.11951500000000001 0.40473500000000007 0.089910000000000018 -0.10203999999999998 0.098810000000000023 -0.10096999999999999 -0.060129999999999996 -0.013929999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 -8 -9
right_child=1 -3 -4 -5 5 -7 7 8 -10
leaf_value=-0.00077612571966500523 -0.00042662176182657938 -0.00036546230751569188 0.00068939005638225023 -0.00041545972401771798 0.00068443968890375372 -0.0002248227330778416 -0.00031740604895204582 0.00051186091846516324 6.990010804869131e-05
leaf_weight=0.0010266766093690169 0.0010853277706600103 0.00105191087024237 0.0010645038499189395 0.0011789177552888981 0.0016680019920815125 0.0013425245523794567 0.0011612103259913669 0.0015690360996101628 0.0010842266739068754
leaf_count=515 210 93 262 213 175 297 1096 167 93
internal_value=0 6.66417e-05 0.000111407 4.37154e-05 0.000112149 0.000197825 0.000301321 0.000133791 0.000331258
internal_weight=0 0.0112057 0.0101537 0.00908925 0.00791033 0.006825 0.00548248 0.00381447 0.00265326
internal_count=3121 2606 2513 2251 2038 1828 1531 1356 260
is_linear=0
shrinkage=0.00196078


Tree=4653
num_leaves=9
num_cat=0
split_feature=147 52 11 13 2 4 16 16
split_gain=5.74423e-05 5.9733e-05 7.15442e-05 0.00010378 5.69241e-05 5.4852e-05 6.0708e-05 0.000116109
threshold=1.0000000180025095e-35 0.15915500000000002 1.0000000180025095e-35 -0.084034999999999985 0.10005000000000001 0.098655000000000007 0.064860000000000015 -0.079109999999999986
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 5 -6 -7 -8 -9
leaf_value=0.00012764927572002577 0.00043809614607560307 -0.00050306499713802938 -0.00048606031471485749 -0.00024473296861279831 0.00071407658694595452 -0.00039262047136120603 -0.00029764466391301344 0.00054794565393971974
leaf_weight=0.0014569705291900201 0.0010091495517628368 0.0010179895478907982 0.0010519869195934626 0.0012831467948056677 0.0011299528304909686 0.0016336167975673317 0.0014526067067068861 0.0015917617391768145
leaf_count=556 183 363 210 495 160 232 347 575
internal_value=0 -5.14381e-05 -3.54753e-06 5.58341e-05 0.000383797 -8.64905e-05 2.90721e-05 0.000194152
internal_weight=0 0.010618 0.00960004 0.00854806 0.00258692 0.00596113 0.00432752 0.00287491
internal_count=3121 2938 2575 2365 716 1649 1417 1070
is_linear=0
shrinkage=0.00196078


Tree=4654
num_leaves=10
num_cat=0
split_feature=484 4 0 1 16 151 2 2 15
split_gain=0.000203167 6.49784e-05 0.000146281 6.6059e-05 7.05543e-05 0.000122463 0.000133178 8.33808e-05 3.95478e-05
threshold=-1.0000000180025095e-35 -0.49405499999999997 0.056435000000000006 0.077565000000000009 -0.008904999999999998 -0.0083949999999999979 0.090675000000000019 1.0000000180025095e-35 -0.095869999999999983
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 8 -6 -7
right_child=1 2 -4 4 7 6 -8 -9 -10
leaf_value=-0.00085449682001438978 -0.00041140090720329125 -0.0003136640683544573 0.00080278305759957198 -0.00050595798797199091 3.0656195140460701e-05 -0.00042005073489409641 0.00062441297695804243 0.00078472617091401972 0.0001160156986881384
leaf_weight=0.0010086887064095244 0.0010021004546212952 0.0017259390181966162 0.0010554682304084731 0.0014120462668132869 0.001147701188207572 0.0010148498716035712 0.0014897345374312292 0.0011080767211885008 0.0011054572547178137
leaf_count=515 133 1252 102 184 168 115 193 154 305
internal_value=0 6.47423e-05 0.000112175 3.12192e-05 0.000113008 -1.63805e-05 0.000175115 0.000401068 -0.000140564
internal_weight=0 0.0110614 0.0100593 0.0090038 0.00727787 0.00502209 0.00361004 0.00225578 0.00212031
internal_count=3121 2606 2473 2371 1119 797 613 322 420
is_linear=0
shrinkage=0.00196078


Tree=4655
num_leaves=8
num_cat=0
split_feature=14 15 13 16 49 52 3
split_gain=2.11249e-05 3.67806e-05 2.90491e-05 5.89477e-05 9.04091e-05 5.00897e-05 4.87855e-05
threshold=-1.0000000180025095e-35 -0.10653 -0.095304999999999987 -0.079109999999999986 -0.047584999999999995 -0.0064899999999999992 -0.016324999999999996
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 -5
right_child=1 2 3 5 -6 -7 -8
leaf_value=-0.013834833573770354 0.016726116533463824 0.009772721723153294 0.002830583057497592 0.0078263380338334226 -0.038287567423945207 0.015913109687131829 -0.022834006828587633
leaf_weight=0.0010093588443425604 0.0013373189513251954 0.0018261704951431793 0.0010605200629248243 0.0010436991833807211 0.0010786045469163316 0.0016525766156747037 0.0010322196630859854
leaf_count=161 388 233 116 702 719 638 164
internal_value=0 0.00141907 -0.00124156 -0.00466952 -0.0179023 0.00292243 -0.00741906
internal_weight=0 0.00903111 0.00769379 0.00586762 0.00213912 0.0037285 0.00207592
internal_count=3121 2960 2572 2339 835 1504 866
is_linear=0
shrinkage=0.1


Tree=4656
num_leaves=10
num_cat=0
split_feature=484 4 0 15 42 15 43 151 2
split_gain=0.000207229 7.84438e-05 0.000103144 6.26788e-05 0.00026458 0.000164705 9.23407e-05 6.8325e-05 7.47388e-05
threshold=-1.0000000180025095e-35 -0.49405499999999997 0.051010000000000007 1.0000000180025095e-35 0.083995000000000014 -0.016799999999999995 -0.080884999999999985 -0.0083949999999999979 0.090675000000000019
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=-0.00086203592155003727 -0.00044787653597830031 -0.00049749060096965551 0.00071289134009420822 -0.00079771819948917658 0.0005130190153753764 0.00078689632357698761 -0.00026607165977466616 -5.1852286859695521e-05 0.00057986838366539241
leaf_weight=0.0010070552454837104 0.001028185619886021 0.0011272333263004589 0.0010162031381977963 0.0013369870897478563 0.0010627124744068189 0.0012697105809748917 0.0011585125397031893 0.0013041772887162858 0.0016075919738442208
leaf_count=515 133 390 106 560 481 191 154 225 366
internal_value=0 6.75682e-05 0.000121192 5.33799e-05 -0.000217255 0.0001538 -8.59671e-07 0.000136678 0.000296922
internal_weight=0 0.0109113 0.00988313 0.00886693 0.0023997 0.00646723 0.00519752 0.00407028 0.00291177
internal_count=3121 2606 2473 2367 1041 1326 1135 745 591
is_linear=0
shrinkage=0.00196078


Tree=4657
num_leaves=7
num_cat=0
split_feature=15 151 49 0 52 12
split_gain=1.86023e-05 3.07623e-05 4.54236e-05 5.89896e-05 6.60754e-05 6.15193e-05
threshold=-0.11713499999999999 -0.077429999999999985 -0.054319999999999993 -0.10096999999999999 0.083680000000000018 0.088305000000000008
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=-0.009450769031517002 0.01727540373728088 -0.016737152403139832 0.018411369320087901 -0.031094683419260173 0.010837217285221428 0.0025175850256917666
leaf_weight=0.00176012702374865 0.0011207200759188992 0.0013945061719350896 0.0017962983126124316 0.0011442184292611856 0.0017856979277209588 0.0010389468632734467
leaf_count=484 390 198 219 420 773 637
internal_value=0 0.00186968 -0.000541817 0.00337559 -0.00342957 -0.0150989
internal_weight=0 0.00828039 0.00715967 0.00576516 0.00396886 0.00218317
internal_count=3121 2637 2247 2049 1830 1057
is_linear=0
shrinkage=0.1


Tree=4658
num_leaves=9
num_cat=0
split_feature=52 11 4 3 2 4 3 2
split_gain=1.9645e-05 3.87554e-05 4.61567e-05 4.72751e-05 0.00010606 5.522e-05 3.75084e-05 6.24371e-06
threshold=0.15116000000000002 1.0000000180025095e-35 -0.083854999999999985 0.12178000000000001 0.089885000000000007 0.0082450000000000006 -0.08824499999999999 0.098035000000000011
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 6 4 5 -4 -1 -6
right_child=-2 -3 3 -5 7 -7 -8 -9
leaf_value=0.0013143150653223245 -0.013135173005096513 -0.016998975163267156 -0.028528770426368963 -0.020670716954103826 0.014571643982516062 0.001743867585936861 0.026351253443744851 0.025683586301852152
leaf_weight=0.0010747836509509303 0.0010371667570245073 0.0010152671446453923 0.0010236740406322359 0.0010256288248706898 0.0010124021692092225 0.0014647073175982871 0.0013498934635377705 0.0010102603182472491
leaf_count=241 377 223 890 159 308 184 246 493
internal_value=0 0.00140081 0.00374724 -0.00129155 0.00311448 -0.0107097 0.0152532 0.0201217
internal_weight=0 0.00897662 0.00796135 0.00553667 0.00451104 0.00248838 0.00242468 0.00202266
internal_count=3121 2744 2521 2034 1875 1074 487 801
is_linear=0
shrinkage=0.1


Tree=4659
num_leaves=9
num_cat=0
split_feature=4 0 1 48 2 42 3 0
split_gain=4.9852e-05 7.61732e-05 5.42501e-05 4.2678e-05 0.000108026 5.12089e-05 4.95934e-05 5.18482e-05
threshold=-0.49405499999999997 1.0000000180025095e-35 0.077565000000000009 0.11951500000000001 0.113445 0.086325000000000013 -0.078584999999999988 -0.17169499999999996
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=-0.00055584181895379601 -0.00049772021156706313 0.0003254931614861175 0.00028403402514683179 -0.00046239376394144305 0.00047696133172285896 -0.00050815527573988323 9.48799220194551e-05 -0.00043683844523631759
leaf_weight=0.0010161948041893755 0.001571662881573615 0.0013963101187109599 0.0011799051409228808 0.0010603358740238489 0.0012621931231270971 0.0012507705138994542 0.0012969448379249733 0.0015449689966075403
leaf_count=156 1551 186 224 86 236 390 104 188
internal_value=0 -0.000101138 -0.000166124 -9.75068e-05 -3.83001e-05 -0.000161647 -5.38847e-05 -0.000194182
internal_weight=0 0.0105631 0.00916678 0.00759512 0.00653478 0.00527259 0.00402182 0.00284191
internal_count=3121 2965 2779 1228 1142 906 516 292
is_linear=0
shrinkage=0.00196078


Tree=4660
num_leaves=10
num_cat=0
split_feature=484 42 43 133 16 48 3 12 3
split_gain=0.000201463 7.2235e-05 0.000105001 0.000133202 0.000135695 0.00018555 0.00011268 0.000107144 6.35329e-05
threshold=-1.0000000180025095e-35 -0.098769999999999983 -0.074359999999999996 -0.0061299999999999992 0.22339500000000004 0.086260000000000017 -0.078934999999999991 1.0000000180025095e-35 -0.10831999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 6 -4 5 7 8 -5 -3
right_child=1 2 3 4 -6 -7 -8 -9 -10
leaf_value=-0.0008352223535093926 -0.00042814102821643157 0.00048696315999381489 -0.00063947365877505599 0.0002559207328640839 -0.00053445313805556129 -0.0002415380191048224 0.00095309843523396409 0.0010204644864168807 -0.00019519807514129111
leaf_weight=0.0010376088125449894 0.0010257902513450988 0.0010890989403641758 0.0011058435866978999 0.0018878990186832368 0.0010610780173127077 0.0018970631786099359 0.001017358951623938 0.0011244873078400887 0.0010132738673845124
leaf_count=515 191 105 661 209 176 158 306 368 432
internal_value=0 6.78323e-05 0.00011773 -1.43881e-05 0.000101388 0.000238813 0.000417409 0.000541316 0.000158184
internal_weight=0 0.0112219 0.0101961 0.00707637 0.00597053 0.00490945 0.00311973 0.00301239 0.00210237
internal_count=3121 2606 2415 1572 911 735 843 577 537
is_linear=0
shrinkage=0.00196078


Tree=4661
num_leaves=10
num_cat=0
split_feature=47 52 47 51 52 52 15 16 133
split_gain=7.49089e-05 0.000105005 9.20777e-05 6.59057e-05 8.06452e-05 0.000133896 0.000121101 0.000148112 0.000159148
threshold=0.13148500000000005 0.11434500000000002 0.10254000000000001 0.08955500000000001 -0.088204999999999992 -0.046924999999999988 -0.09095499999999998 -0.25582999999999995 0.084415000000000018
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=-0.0002715295001774065 -0.00051097604722187063 -0.00049633989755641314 0.00063828389715186486 -0.00041049888443266195 0.00085891702277226189 -0.00048737426190292188 0.00085938318502735099 0.00035869843391151313 -0.00061947868337046636
leaf_weight=0.0017196403236955623 0.0010448339561899738 0.0012548408147365761 0.0011084939610226602 0.0010992475497235317 0.001015788339866687 0.0011274983480496557 0.0010793795237573119 0.0017577917102122214 0.0010051478506767375
leaf_count=542 65 476 160 245 199 290 122 663 359
internal_value=0 3.80511e-05 0.000105697 3.86441e-05 0.00010272 0.00021024 7.76561e-05 0.00024346 2.84098e-06
internal_weight=0 0.0111678 0.00991299 0.00880449 0.00770525 0.00598561 0.00496982 0.00384232 0.00276294
internal_count=3121 3056 2580 2420 2175 1633 1434 1144 1022
is_linear=0
shrinkage=0.00196078


Tree=4662
num_leaves=8
num_cat=0
split_feature=4 42 43 49 0 160 3
split_gain=1.94881e-05 3.06021e-05 5.46132e-05 6.01835e-05 0.000109757 9.08617e-05 7.21389e-05
threshold=0.27834500000000006 0.091735000000000025 0.093175000000000022 -0.0060549999999999988 -0.083914999999999976 0.079055000000000014 -0.088084999999999983
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=-0.036643037671609924 0.010027781615971218 -0.018537256377649743 0.020924305417550769 0.021516398108626954 0.008671941838027877 0.0037133664174401589 -0.026820827402049458
leaf_weight=0.0011280670225825859 0.0015650230081654471 0.0010011168269196758 0.0010763689335140641 0.0018897674512127179 0.0010354268433612258 0.0011037939090816906 0.0012812615950287078
leaf_count=305 340 563 193 761 364 162 433
internal_value=0 -0.00211337 7.46425e-05 -0.00341104 0.00363148 -0.0166843 -0.0109576
internal_weight=0 0.0085158 0.00751469 0.00643832 0.00420646 0.00223186 0.00231669
internal_count=3121 2781 2218 2025 1558 467 797
is_linear=0
shrinkage=0.1


Tree=4663
num_leaves=8
num_cat=0
split_feature=41 52 484 1 0 4 16
split_gain=0.00013294 7.79308e-05 6.9984e-05 7.9731e-05 0.000116495 6.35292e-05 6.72134e-05
threshold=1.0000000180025095e-35 0.17829500000000004 0.073690000000000019 0.10374500000000002 -0.11756999999999999 -0.0016099999999999997 -0.029084999999999996
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=0.00034270638769843116 -0.00068944990513368661 -0.00046386252403455956 0.00053604693027972726 -7.4709331957753948e-05 0.00062605966799672173 -0.00040519683062202204 -0.00020131895698424014
leaf_weight=0.0016032067682314188 0.0010031002181519087 0.0010113505911450429 0.0012774622802076549 0.0018600682431855961 0.0017894744768324989 0.0018148694496346721 0.0019173283925580258
leaf_count=854 173 342 314 173 347 413 505
internal_value=0 5.54439e-05 0.000106621 4.55661e-05 0.000268898 -0.000107198 4.64232e-05
internal_weight=0 0.0112738 0.0102624 0.00898495 0.00364954 0.0053354 0.00352054
internal_count=3121 2948 2606 2292 520 1772 1359
is_linear=0
shrinkage=0.00196078


Tree=4664
num_leaves=9
num_cat=0
split_feature=484 41 3 1 133 3 16 3
split_gain=0.00016714 9.56646e-05 0.000114984 0.000114161 0.00014156 0.00010371 0.000103894 6.04487e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.12018999999999998 0.094825000000000007 0.076280000000000014 0.083060000000000009 -0.071854999999999988 0.013900000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 7 -5 -7 -4
right_child=1 -3 3 5 -6 6 -8 -9
leaf_value=-0.000762304118413085 0.00061189012362667468 -0.00052619767969172343 -0.00078590863082604536 0.00058184513361659001 0.00024300329408470203 0.00036821582905626474 -0.00039400861295905976 -0.00020850902160865403
leaf_weight=0.0010659127429054555 0.0014735339725737854 0.0010164605950310568 0.001278563511349572 0.0019513783601140854 0.0017203809421740069 0.0013885783628747594 0.0013617483922576668 0.0015328198169241164
leaf_count=515 193 147 910 396 600 168 90 102
internal_value=0 4.86678e-05 0.000103242 2.2069e-05 -0.000200007 0.000236118 -9.17857e-06 -0.000471099
internal_weight=0 0.0117235 0.010707 0.00923347 0.00453176 0.00470171 0.00275033 0.00281138
internal_count=3121 2606 2459 2266 1612 654 258 1012
is_linear=0
shrinkage=0.00196078


Tree=4665
num_leaves=10
num_cat=0
split_feature=484 42 43 3 133 48 4 4 2
split_gain=0.000227957 7.62462e-05 9.68056e-05 0.00019289 0.000138831 0.000119711 0.000133108 8.43234e-05 4.40057e-05
threshold=-1.0000000180025095e-35 -0.098769999999999983 -0.072864999999999985 -0.078084999999999988 -0.0061299999999999992 0.086260000000000017 -0.059649999999999988 -0.083644999999999983 0.10327000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 7 -4 6 -6 -3 -8
right_child=1 2 4 -5 5 -7 8 -9 -10
leaf_value=-0.00090457227870615719 -0.00043703234975722032 0.00044341421011044775 -0.00066251293352879125 0.0011173489570498075 -0.00018181211329258809 -0.00028139143399669305 0.00079951568921987311 -0.00033307201846347257 0.00026928295248840675
leaf_weight=0.0010070196337097293 0.0010344426649119267 0.0011365705582067937 0.0010560352544783996 0.0010015302964978623 0.0013574400330434709 0.0019807055648789237 0.0014644942857316467 0.0010204793595890737 0.0010215386613661077
leaf_count=515 191 142 657 305 369 179 172 423 168
internal_value=0 6.98289e-05 0.000122058 0.000406239 -8.40389e-06 0.000110199 0.000312002 7.60661e-05 0.000581637
internal_weight=0 0.0110732 0.0100388 0.00315858 0.00688021 0.00582418 0.00384347 0.00215705 0.00248603
internal_count=3121 2606 2415 870 1545 888 709 565 340
is_linear=0
shrinkage=0.00196078


Tree=4666
num_leaves=9
num_cat=0
split_feature=49 42 43 43 3 12 3 1
split_gain=2.26876e-05 4.9577e-05 4.15244e-05 6.0896e-05 5.64005e-05 7.14621e-05 5.41159e-05 3.44503e-05
threshold=-0.043469999999999995 0.091545000000000015 -0.17390999999999998 -0.0037449999999999996 0.095270000000000007 0.082850000000000021 0.13524500000000003 0.10089500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=7 2 -2 -4 5 -5 -6 -1
right_child=1 -3 3 4 6 -7 -8 -9
leaf_value=-0.0022040475220791024 0.017783565867293887 -0.023141497204333568 -0.022538453569019817 0.033316583015072419 -0.02556344225195022 -0.0035954293415660014 0.0057479407823314219 0.021999591052117226
leaf_weight=0.0013577419799266383 0.0011293632133417587 0.0010427412718706447 0.0012649392153094036 0.0010102369042076986 0.0010250602383617968 0.001090828365990378 0.0011960031714989307 0.0010373967261707825
leaf_count=232 136 614 1131 142 104 436 133 193
internal_value=0 -0.0028547 0.000294868 -0.00324028 0.00240764 0.0141527 -0.00870282 0.00827918
internal_weight=0 0.00775917 0.00671643 0.00558707 0.00432213 0.00210107 0.00222106 0.00239514
internal_count=3121 2696 2082 1946 815 578 237 425
is_linear=0
shrinkage=0.1


Tree=4667
num_leaves=10
num_cat=0
split_feature=11 159 3 3 3 40 2 3 2
split_gain=6.03627e-05 9.02315e-05 0.000123047 6.04682e-05 0.000101736 6.42985e-05 0.000115055 6.33231e-05 0.000138066
threshold=0.081790000000000015 0.091005000000000016 -0.12018999999999998 -0.078934999999999991 -0.015584999999999998 -0.064864999999999992 0.083795000000000022 0.10542000000000001 0.11411
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
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leaf_weight=0.0013320179021436241 0.0010152872469838719 0.0010086677551880167 0.0016699201547390212 0.0014298780694565376 0.0011149156033967069 0.001043230642689943 0.001235266160973786 0.0010150146441165742 0.001297822293657741
leaf_count=137 175 363 1292 598 152 72 148 75 109
internal_value=0 3.89244e-05 9.45701e-05 1.05561e-05 8.91555e-05 -2.80397e-05 7.4527e-05 -9.3781e-05 9.76536e-05
internal_weight=0 0.0111467 0.0101381 0.00880605 0.00713613 0.00570625 0.00459133 0.0035481 0.00231284
internal_count=3121 2946 2583 2446 1154 556 404 332 184
is_linear=0
shrinkage=0.00196078


Tree=4668
num_leaves=10
num_cat=0
split_feature=484 4 0 1 48 2 3 0 0
split_gain=0.000165053 0.000100394 0.000113183 9.67912e-05 9.71276e-05 0.000134191 9.60462e-05 7.04865e-05 9.80126e-05
threshold=-1.0000000180025095e-35 -0.49405499999999997 0.056435000000000006 0.077565000000000009 0.11951500000000001 0.088850000000000012 0.088060000000000013 -0.077809999999999976 -0.10607499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 7 -7 8 -5
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leaf_value=-0.00076744804688735359 -0.00050288226716080505 -0.00036109637390144554 0.00073651965961230243 0.00019830289712806097 -0.00040992680248168334 0.0010291529670956483 0.0002785400371717227 0.00033217035351588292 -0.00061220945531383834
leaf_weight=0.0010266971857789365 0.0011270379194238773 0.0018113930287804005 0.0010111907093041288 0.0011002590483797929 0.0010505071355608187 0.0010380660225623385 0.001777930015270851 0.0014135353200695621 0.0011983999616493944
leaf_count=515 133 1252 102 94 74 221 179 248 303
internal_value=0 5.29892e-05 0.000113221 4.60999e-05 0.000143424 0.000232469 0.00055524 -1.23789e-05 -0.000224256
internal_weight=0 0.0115283 0.0104013 0.00939009 0.0075787 0.00652819 0.002816 0.00371219 0.00229866
internal_count=3121 2606 2473 2371 1119 1045 400 645 397
is_linear=0
shrinkage=0.00196078


Tree=4669
num_leaves=9
num_cat=0
split_feature=11 3 42 3 2 52 150 2
split_gain=7.11295e-05 8.60688e-05 5.76454e-05 5.50687e-05 5.75108e-05 6.09433e-05 4.85565e-05 5.90962e-05
threshold=0.081790000000000015 -0.12018999999999998 0.091295000000000015 -0.078934999999999991 0.083215000000000011 0.10347000000000002 0.081835000000000019 0.10613000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 7 -6
right_child=-2 2 -4 4 5 -7 -8 -9
leaf_value=0.00047223226875575013 -0.00050610558566034473 -0.0004607101971278231 0.00035731989169751822 0.00027051769864404611 -7.0411029910374173e-05 0.00027409054943659095 4.0454644579719491e-05 -0.00069041169573228367
leaf_weight=0.0015192467557939892 0.0010039729031893858 0.0013056955453371478 0.0012703914582424336 0.0018805051487793848 0.0010498266900441158 0.0010973596645158464 0.0013949167815942454 0.001352584277168107
leaf_count=180 175 1225 637 237 219 126 140 182
internal_value=0 3.9371e-05 -3.09534e-05 -9.19936e-05 -2.09356e-05 -0.00013291 -0.000250526 -0.000419478
internal_weight=0 0.0108705 0.00935128 0.00808089 0.00677519 0.00489469 0.00379733 0.00240241
internal_count=3121 2946 2766 2129 904 667 541 401
is_linear=0
shrinkage=0.00196078


Tree=4670
num_leaves=8
num_cat=0
split_feature=4 47 4 2 48 3 43
split_gain=2.09522e-05 3.60517e-05 7.40627e-05 5.95834e-05 5.5109e-05 5.67012e-05 0.000152828
threshold=0.27834500000000006 0.11402500000000002 0.055260000000000011 0.10981000000000002 0.083985000000000018 -0.08824499999999999 -0.0030899999999999994
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=-0.030509548111460151 0.010309090199647913 0.014210739474321291 -0.025466109645147728 0.019332721867084568 0.012052025437569657 0.025923502909716067 -0.025563134022464837
leaf_weight=0.0010980978281714847 0.0015965999839892006 0.0011634698102153639 0.0013977369288343507 0.0012694258105181329 0.0013545485300709408 0.0010274095207471921 0.0013136642787448473
leaf_count=486 340 123 299 269 352 831 421
internal_value=0 -0.00216184 -0.00471502 6.87298e-05 -0.00503257 -0.0117615 -0.00296758
internal_weight=0 0.00862435 0.00746088 0.00606315 0.00479372 0.00343917 0.00234107
internal_count=3121 2781 2658 2359 2090 1738 1252
is_linear=0
shrinkage=0.1


Tree=4671
num_leaves=11
num_cat=0
split_feature=484 47 47 42 49 52 16 0 1 15
split_gain=0.000185416 6.41707e-05 0.000101948 7.57787e-05 8.93815e-05 7.7332e-05 0.000156511 0.000112699 6.58583e-05 5.60514e-05
threshold=-1.0000000180025095e-35 0.13148500000000005 0.098400000000000015 -0.085874999999999993 -0.047584999999999995 0.10744000000000002 0.15891500000000003 -0.084269999999999984 0.090740000000000015 -0.090344999999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 8 6 7 9 -5 -6
right_child=1 -3 -4 4 5 -7 -8 -9 -10 -11
leaf_value=-0.00081285388148212383 -0.00046192691341678484 -0.00040097111924729077 0.00067472154401381618 0.00011090681579091426 -0.00048377450561795025 0.00047538067432364262 -0.00080528321631614551 0.00051260506056307253 0.00079596819368121948 0.00010389194459361247
leaf_weight=0.0010138979327607061 0.0010185853134404522 0.0010405306447944232 0.001097412467850876 0.0010997466220391452 0.001242565588915404 0.0010063995733968455 0.0010184918133167697 0.0013617935065393192 0.0010591157570544049 0.0012534815918710568
leaf_count=515 389 55 144 128 223 347 257 496 194 373
internal_value=0 6.27892e-05 0.000110296 4.19303e-05 0.000105751 -1.9478e-05 -0.000121609 5.88846e-05 0.000446991 -0.000188656
internal_weight=0 0.0111981 0.0101576 0.00906018 0.00804159 0.00588273 0.00487633 0.00385784 0.00215886 0.00249605
internal_count=3121 2606 2551 2407 2018 1696 1349 1092 322 596
is_linear=0
shrinkage=0.00196078


Tree=4672
num_leaves=10
num_cat=0
split_feature=47 47 147 49 51 0 2 15 52
split_gain=6.94906e-05 9.79293e-05 6.71893e-05 0.000117753 0.000130073 0.000125793 7.88712e-05 7.78007e-05 6.60414e-06
threshold=0.13148500000000005 0.10254000000000001 1.0000000180025095e-35 1.0000000180025095e-35 0.08955500000000001 -0.11013499999999998 0.096540000000000015 0.083935000000000023 -0.0027449999999999996
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=0.00040694850231213912 -0.00048170443018219933 0.00058734735309780273 0.00045652241365465025 -0.00070431175398316019 -0.00059517047198064164 -0.00057706039730496237 0.00023566405498480692 8.9374302678852876e-05 0.00063130877639398634
leaf_weight=0.0010128088894467979 0.0010829597886222514 0.0011237362772140184 0.0010070825264922824 0.0010210773697498466 0.0011852580075986116 0.001520888432697456 0.0019334932288472733 0.0012087449667400865 0.0010048624810992616
leaf_count=88 65 187 180 579 262 473 360 792 135
internal_value=0 3.88251e-05 -2.34734e-05 -7.78661e-05 3.45155e-06 0.000109655 -6.7328e-05 -0.000281948 0.000518687
internal_weight=0 0.011018 0.00989422 0.00888713 0.00786606 0.0066808 0.00466313 0.00272963 0.00201767
internal_count=3121 3056 2869 2689 2110 1848 1625 1265 223
is_linear=0
shrinkage=0.00196078


Tree=4673
num_leaves=8
num_cat=0
split_feature=11 3 1 15 0 3 16
split_gain=2.33428e-05 3.73119e-05 3.98028e-05 8.69396e-05 6.06538e-05 5.90535e-05 3.04231e-05
threshold=0.079915000000000014 -0.12018999999999998 0.094385000000000011 -0.0058549999999999991 -0.082974999999999979 0.083060000000000009 -0.061854999999999993
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -4 -7
right_child=-2 2 5 4 -6 6 -8
leaf_value=0.017840444428089224 -0.014708026900531241 -0.02971243737920768 0.019635506703344636 0.021119059988710644 -0.010419961761170321 0.0057603553662917487 -0.016519457961839328
leaf_weight=0.0011967721960545645 0.0010013037872525611 0.0012817071185939584 0.0017540838665078898 0.0010186018432892852 0.0015191958572046108 0.0013500429896176371 0.0011224561241541808
leaf_count=158 199 919 480 437 639 187 102
internal_value=0 0.00136613 -0.00108425 -0.00848296 0.00223893 0.00560185 -0.00435415
internal_weight=0 0.00924286 0.00804609 0.0038195 0.0025378 0.00422658 0.0024725
internal_count=3121 2922 2764 1995 1076 769 289
is_linear=0
shrinkage=0.1


Tree=4674
num_leaves=9
num_cat=0
split_feature=52 11 13 0 47 15 48 2
split_gain=2.07598e-05 3.22016e-05 4.51581e-05 4.67286e-05 5.44566e-05 9.29399e-05 7.67957e-05 3.50566e-05
threshold=0.15915500000000002 1.0000000180025095e-35 -0.084034999999999985 -0.019414999999999998 0.092530000000000015 1.0000000180025095e-35 0.084485000000000018 0.10005000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 7 4 5 6 -4 -1
right_child=-2 -3 3 -5 -6 -7 -8 -9
leaf_value=0.0040215290394518977 -0.013836070705383334 -0.015204695885470756 0.028633996364318577 0.015464326308303253 -0.02494198657805588 -0.024396549189866914 -0.0079444754557961746 0.028453568634577431
leaf_weight=0.0013018324034092127 0.0010045393104032374 0.0010472289317009923 0.0012265532174873871 0.0012869197808639769 0.0011480359696784612 0.0010482263773492475 0.0010787809525721593 0.0010699802704699994
leaf_count=569 368 223 479 198 176 718 209 181
internal_value=0 0.0013035 0.00342202 -0.00133977 -0.00614374 0.000291531 0.0115171 0.0150434
internal_weight=0 0.00920756 0.00816033 0.00578852 0.0045016 0.00335356 0.00230533 0.00237181
internal_count=3121 2753 2530 1780 1582 1406 688 750
is_linear=0
shrinkage=0.1


Tree=4675
num_leaves=8
num_cat=0
split_feature=49 42 3 4 52 3 1
split_gain=2.24137e-05 4.76068e-05 3.9511e-05 5.92825e-05 5.37724e-05 5.29511e-05 2.93186e-05
threshold=-0.043469999999999995 0.091545000000000015 0.10893000000000001 0.053180000000000012 0.0031350000000000002 0.14121000000000003 0.10089500000000001
decision_type=2 2 2 2 2 2 2
left_child=6 2 3 4 -2 -4 -1
right_child=1 -3 5 -5 -6 -7 -8
leaf_value=-0.0013233632954723924 -0.013755038691472042 -0.022615115989042495 -0.027179286830073254 0.020895423696874485 0.013954182836329857 0.0041829326440158774 0.020982449802104668
leaf_weight=0.001369903016455194 0.0017873408636907635 0.0010467798715206303 0.0010334571654423974 0.0016268925541024467 0.0011515680418623764 0.0011237035065644572 0.0010340565250384344
leaf_count=232 890 614 65 294 705 128 193
internal_value=0 -0.00277776 0.000310965 0.00558037 -0.00289759 -0.0108421 0.00827142
internal_weight=0 0.00776974 0.00672296 0.0045658 0.00293891 0.00215716 0.00240396
internal_count=3121 2696 2082 1889 1595 193 425
is_linear=0
shrinkage=0.1


Tree=4676
num_leaves=7
num_cat=0
split_feature=4 47 4 2 48 4
split_gain=2.20537e-05 3.42059e-05 7.05115e-05 5.00222e-05 5.84988e-05 4.97465e-05
threshold=0.27834500000000006 0.11402500000000002 0.055260000000000011 0.10981000000000002 0.083985000000000018 -0.10429499999999998
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=-0.025490166883680439 0.010654509195333747 0.013877076928170301 -0.02498999091175964 0.017812129424852313 0.012941499975159127 -0.0011036142969414141
leaf_weight=0.0014717430146876068 0.001592309790142926 0.0011506360642493047 0.0013860685196960196 0.001252410275314756 0.0013535916027919885 0.0019379788504480361
leaf_count=234 340 123 299 269 352 1504
internal_value=0 -0.00216296 -0.00465644 2.85657e-05 -0.00464724 -0.0116296
internal_weight=0 0.00855243 0.00740179 0.00601572 0.00476331 0.00340972
internal_count=3121 2781 2658 2359 2090 1738
is_linear=0
shrinkage=0.1


Tree=4677
num_leaves=10
num_cat=0
split_feature=48 16 52 15 133 16 160 4 1
split_gain=5.29272e-05 0.000100087 6.42031e-05 9.9856e-05 8.14708e-05 0.000116859 7.85694e-05 0.000105627 5.77662e-05
threshold=0.11951500000000001 -0.50992999999999988 -0.046924999999999988 -0.11713499999999999 0.084415000000000018 -0.008904999999999998 -0.027994999999999996 0.0061450000000000003 0.094465000000000007
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=0.00060444706673536402 -0.00041494712485877803 0.00063402584831164931 -0.00071880058591936946 -0.00046369275801011104 -0.00048783326579213642 0.00055259269901205557 -0.0003795877064857194 0.00041855667912938472 0.00017383965359858499
leaf_weight=0.0010735521834577067 0.0010993263091886264 0.0010345209528587955 0.0010011877291752772 0.0011974550606693303 0.0011667111216451826 0.0013945653660232355 0.0013628943577951177 0.0011977209004942939 0.0010050464211388177
leaf_count=156 114 176 284 783 581 205 582 149 91
internal_value=0 3.7386e-05 -2.76528e-05 -0.000155894 -3.75895e-05 0.000108447 0.000177987 -6.25782e-06 -0.000172774
internal_weight=0 0.0104337 0.0093601 0.00576497 0.00476378 0.00359707 0.00359514 0.00256062 0.0022025
internal_count=3121 3007 2851 1944 1660 1079 907 731 874
is_linear=0
shrinkage=0.00196078


Tree=4678
num_leaves=9
num_cat=0
split_feature=48 16 51 13 13 51 2 0
split_gain=1.98019e-05 8.00455e-05 4.67111e-05 5.47518e-05 4.59669e-05 9.12417e-05 6.57357e-05 3.54127e-05
threshold=0.11926500000000002 -0.5048999999999999 0.087505000000000013 -0.095539999999999986 0.0076650000000000008 -0.076794999999999988 0.073895000000000002 -0.019414999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -7 -6
right_child=-2 2 -4 4 7 6 -8 -9
leaf_value=0.027928572261773938 -0.013390397397808708 -0.01574226795101806 -0.021291740936508853 -0.011979205699975001 -0.018765143650885722 0.0050096460518949453 0.038350509805039255 0.0073678894601028489
leaf_weight=0.0010068602766013278 0.0010149836825001897 0.001527174196761431 0.0010835853926745983 0.0010395552818364545 0.0010691488391743162 0.0010662534907469154 0.0013277193103346241 0.0010068687369611251
leaf_count=190 117 231 378 386 298 422 983 116
internal_value=0 0.00133344 -0.00196417 0.00101209 0.00565618 0.0127587 0.0235008 -0.00609062
internal_weight=0 0.00912717 0.00812031 0.00703672 0.00550955 0.00343353 0.00239397 0.00207602
internal_count=3121 3004 2814 2436 2205 1791 1405 414
is_linear=0
shrinkage=0.1


Tree=4679
num_leaves=8
num_cat=0
split_feature=52 160 0 16 52 2 43
split_gain=1.90237e-05 9.2683e-05 7.3325e-05 7.60519e-05 5.11679e-05 8.65943e-05 6.61659e-05
threshold=-0.046924999999999988 -1.0000000180025095e-35 -0.15202999999999997 0.071345000000000006 0.10347000000000002 0.10613000000000002 -0.0037449999999999996
decision_type=2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 6 -3
right_child=1 4 3 -5 -6 -7 -8
leaf_value=-0.015512465034180606 -0.02743857265711841 -0.010680296992773713 0.036316736852245055 -5.757622536053019e-05 0.021544106977744809 -0.023531028601672308 0.019758110367015962
leaf_weight=0.0010867550616603938 0.001278616066365171 0.0012206053673624773 0.0010258612665910807 0.0013073071235120541 0.0011188663003889043 0.0013411892969083378 0.0017211781013561473
leaf_count=70 743 593 433 450 204 210 418
internal_value=0 -0.0032284 0.00594236 0.0159357 0.00250215 -0.00247229 0.0071286
internal_weight=0 0.00668046 0.00341992 0.00233317 0.00540184 0.00428297 0.00294178
internal_count=3121 2168 953 883 1425 1221 1011
is_linear=0
shrinkage=0.1


Tree=4680
num_leaves=8
num_cat=0
split_feature=1 457 4 4 13 2 2
split_gain=2.13636e-05 5.75066e-05 7.79526e-05 5.1742e-05 3.32879e-05 3.16051e-05 8.9893e-06
threshold=0.111945 0.078435000000000019 -0.0029599999999999995 0.24564500000000003 -0.084034999999999985 0.091055000000000011 0.093175000000000022
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -2 -1 -4 -6
right_child=3 -3 5 -5 6 -7 -8
leaf_value=0.014312162645639018 -0.0037069495929969313 0.016704913600459 -0.034693600859845623 0.023059614482446106 0.0003022416031496116 -0.011045532387432272 -0.012572365264862374
leaf_weight=0.0013612123603659199 0.0018168991490228393 0.0012107391968373023 0.0010244628854250586 0.0011986556503848875 0.0011805130572003423 0.0012605416708111211 0.0010031786883464449
leaf_count=466 221 224 270 276 887 365 412
internal_value=0 -0.0031267 -0.00724528 0.00693252 0.00203852 -0.0216479 -0.0056123
internal_weight=0 0.00704065 0.00582991 0.00301555 0.0035449 0.002285 0.00218369
internal_count=3121 2624 2400 497 1765 635 1299
is_linear=0
shrinkage=0.1


Tree=4681
num_leaves=10
num_cat=0
split_feature=484 47 47 4 12 52 49 15 4
split_gain=0.000232732 5.67872e-05 0.000114187 6.82094e-05 8.92315e-05 6.82095e-05 8.73266e-05 7.65226e-05 0.00010734
threshold=-1.0000000180025095e-35 0.13148500000000005 0.10254000000000001 0.27834500000000006 0.098810000000000023 0.096795000000000006 -0.048674999999999989 -0.0063699999999999989 -0.077834999999999988
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -8 -9
right_child=1 -3 -4 -5 -6 -7 7 8 -10
leaf_value=-0.00091092339895198181 0.0003356212731540864 -0.00036909133402703086 0.00073853307634922196 0.00049381712085091577 -0.00051312766519651803 0.00050093352618741391 -0.00058052581733784056 -0.00035424420345352419 0.00047514204509737826
leaf_weight=0.001010584844766192 0.0017788422970780675 0.001017715269971616 0.0010207529074122259 0.0011438826949390661 0.0011904825782500976 0.0011637639778233153 0.0012813383170924612 0.0013604623468411754 0.0010732088477432931
leaf_count=515 257 55 121 288 321 340 420 638 166
internal_value=0 7.21961e-05 0.00011705 4.64999e-05 -1.86979e-05 6.97136e-05 -2.16318e-05 -0.000192694 1.15014e-05
internal_weight=0 0.0110304 0.0100127 0.00899198 0.0078481 0.00665762 0.00549385 0.00371501 0.00243367
internal_count=3121 2606 2551 2430 2142 1821 1481 1224 804
is_linear=0
shrinkage=0.00196078


Tree=4682
num_leaves=7
num_cat=0
split_feature=1 43 12 47 4 16
split_gain=1.86453e-05 4.82433e-05 3.63597e-05 7.63058e-05 9.46714e-05 5.49392e-05
threshold=0.077565000000000009 0.093175000000000022 -0.010834999999999999 0.10904500000000002 -0.011209999999999999 -0.096824999999999981
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=-0.016076945400824459 0.01931720461827071 0.010833343328469582 -0.015862891688218403 -0.024887918336532616 0.029006029396177236 0.0033147042450865668
leaf_weight=0.0019315227275142136 0.0011068437899849409 0.0010169424735754244 0.001533972173409 0.0010505292348769067 0.0014280989331079009 0.0019953037813391183
leaf_count=1445 343 191 604 122 205 211
internal_value=0 -0.00679543 0.00266204 -0.000406364 0.00478158 0.014032
internal_weight=0 0.00294847 0.00711475 0.0060079 0.00495737 0.0034234
internal_count=3121 1636 1485 1142 1020 416
is_linear=0
shrinkage=0.1


Tree=4683
num_leaves=7
num_cat=0
split_feature=0 0 3 12 2 151
split_gain=2.07278e-05 4.56976e-05 4.87107e-05 4.55694e-05 5.04746e-05 5.87372e-05
threshold=-0.077999999999999986 -0.053834999999999994 -0.10831999999999999 0.090995000000000006 0.089885000000000007 -0.0083949999999999979
decision_type=2 2 2 2 2 2
left_child=3 -2 -3 4 -1 -6
right_child=1 2 -4 -5 5 -7
leaf_value=-0.012995035064310531 0.022142168823541145 0.01361689638696598 -0.011833769007114804 -0.022021303534253068 -0.010332088269628698 0.019247727156058485
leaf_weight=0.0017576177129818554 0.0011587326298252397 0.0012963414708670436 0.0017909601353740621 0.0011284353602167719 0.0010554778586700612 0.0018443725081467516
leaf_count=1090 574 193 335 427 174 328
internal_value=0 0.00520843 -0.00114717 -0.00399164 0.000376682 0.00848136
internal_weight=0 0.00424603 0.0030873 0.0057859 0.00465747 0.00289985
internal_count=3121 1102 528 2019 1592 502
is_linear=0
shrinkage=0.1


Tree=4684
num_leaves=9
num_cat=0
split_feature=14 1 457 484 52 43 2 4
split_gain=2.10886e-05 3.66732e-05 3.97963e-05 4.1396e-05 5.9484e-05 6.92328e-05 4.74488e-05 4.01512e-05
threshold=-1.0000000180025095e-35 0.12500000000000003 0.087995000000000004 0.073690000000000019 -1.0000000180025095e-35 -0.14968999999999996 0.10613000000000002 -0.0029599999999999995
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=-0.013823809833477828 -0.026796078708453221 0.018691885345317016 0.017658322805584267 0.014684174493514607 0.019282156627306361 0.013682051937263354 -0.0246291854407104 -0.012968923270520315
leaf_weight=0.001005389033899704 0.0011955934052961647 0.0010845424132351527 0.0010067942988645174 0.0010478796079457431 0.0011681726004791316 0.0010816255804517246 0.001232118208574118 0.0011841810352355544
leaf_count=161 806 203 144 309 145 868 193 292
internal_value=0 0.00144659 -0.00091602 -0.00362249 -0.00689513 -0.00179591 -0.00883517 -0.000246577
internal_weight=0 0.00900091 0.00791636 0.00690957 0.00586169 0.0046661 0.00349792 0.00226581
internal_count=3121 2960 2757 2613 2304 1498 1353 1160
is_linear=0
shrinkage=0.1


Tree=4685
num_leaves=8
num_cat=0
split_feature=52 0 0 0 2 150 2
split_gain=1.73575e-05 3.13465e-05 9.3613e-05 5.10615e-05 5.59376e-05 5.22312e-05 4.93167e-05
threshold=0.15116000000000002 -0.077999999999999986 -0.052984999999999997 -0.10607499999999999 0.086285000000000014 0.085455000000000017 0.096540000000000015
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=0.022136972425229134 -0.012397144955207988 0.034069276195483708 -0.017613682060478697 -0.019871556476384351 -0.016416647875000859 0.011487493462913721 0.0099089309821613781
leaf_weight=0.0010406808121212778 0.0010263807171298428 0.0010252819138504153 0.0011085062051896348 0.0014158537883992859 0.0016460140132515131 0.0011322081085482025 0.0015776224749385584
leaf_count=114 377 487 189 1294 256 116 288
internal_value=0 0.00133295 0.00836294 -0.00365127 0.00236239 -0.00504488 -0.00144905
internal_weight=0 0.00894617 0.00371141 0.00523476 0.0038189 0.00277822 0.00268613
internal_count=3121 2744 964 1780 486 372 477
is_linear=0
shrinkage=0.1


Tree=4686
num_leaves=8
num_cat=0
split_feature=4 47 42 43 151 13 15
split_gain=1.91495e-05 2.98596e-05 5.89283e-05 7.85692e-05 7.83405e-05 7.88381e-05 8.51712e-05
threshold=0.27834500000000006 0.11402500000000002 -1.0000000180025095e-35 -0.084004999999999982 -0.024429999999999997 -0.094514999999999988 -1.0000000180025095e-35
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=-0.026533720048050186 0.010189513061806831 0.013154755587545653 0.021148236585433158 0.01852383097539834 0.0041109589760332443 -0.0062144718645327363 -0.044630860141435455
leaf_weight=0.0010242657245608531 0.0015375616235631774 0.0011325239603520451 0.0013068423141280828 0.0010029136385702499 0.0016228466303074827 0.0012030921963557743 0.0011091694698499464
leaf_count=802 340 123 388 205 190 405 668
internal_value=0 -0.00194874 -0.00430185 -0.000655435 -0.00642575 -0.0127845 -0.0246424
internal_weight=0 0.00840165 0.00726913 0.00624486 0.00493802 0.00393511 0.00231226
internal_count=3121 2781 2658 1856 1468 1263 1073
is_linear=0
shrinkage=0.1


Tree=4687
num_leaves=9
num_cat=0
split_feature=159 474 43 151 2 16 2 4
split_gain=5.87654e-05 6.20618e-05 7.75883e-05 0.00012302 0.00010516 0.000169517 7.9818e-05 5.79425e-05
threshold=-0.032739999999999991 0.084510000000000016 -0.14968999999999996 -0.0083949999999999979 0.089885000000000007 0.042200000000000008 0.11263500000000001 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 7 6 -6 -5
right_child=1 -3 3 4 5 -7 -8 -9
leaf_value=-0.00045687730524493567 0.00033588964804737951 0.00049920314207447137 -0.00058895536362524206 -0.00066218851265849494 0.00089140145922301779 -0.00026914953800924739 0.00015121015005656942 -2.4166287131628887e-05
leaf_weight=0.0010239985350478263 0.0019486321741441458 0.0010026258643542922 0.0015841751669969364 0.0010127531411019094 0.0012654278445870313 0.0016025104659417796 0.0010049027352915826 0.0011905997559345414
leaf_count=421 233 287 390 839 335 260 187 169
internal_value=0 3.49867e-05 -1.34507e-05 -0.000102315 2.45606e-05 0.000219126 0.000563775 -0.000317428
internal_weight=0 0.0106116 0.009609 0.00766037 0.00607619 0.00387284 0.00227033 0.00220335
internal_count=3121 2700 2413 2180 1790 782 522 1008
is_linear=0
shrinkage=0.00196078


Tree=4688
num_leaves=8
num_cat=0
split_feature=48 51 0 1 4 42 4
split_gain=1.69153e-05 5.73377e-05 6.43776e-05 3.8933e-05 9.4296e-05 4.72298e-05 6.85975e-05
threshold=0.11926500000000002 0.087505000000000013 -0.17169499999999996 0.111945 -0.0060199999999999993 1.0000000180025095e-35 -0.35136499999999998
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=0.024683164444482292 -0.012407520938927918 -0.020526535299896658 -0.003473314115947309 0.013829955871755112 -0.023621733637432862 -0.0094203871415377664 0.03319403680683921
leaf_weight=0.0012889779829316113 0.0010002865538137904 0.0010601020226933067 0.0010101193185517998 0.0015970811857650242 0.0016546046096132449 0.0012859702547086248 0.0010309333012909032
leaf_count=132 117 380 142 312 600 838 600
internal_value=0 0.00130568 0.00424738 0.000243357 -0.00411243 0.00558999 0.0150473
internal_weight=0 0.00892779 0.00786769 0.00657871 0.00498163 0.00332702 0.00204105
internal_count=3121 3004 2624 2492 2180 1580 742
is_linear=0
shrinkage=0.1


Tree=4689
num_leaves=9
num_cat=0
split_feature=47 52 42 0 15 15 1 3
split_gain=8.39216e-05 8.36896e-05 9.10477e-05 8.86527e-05 8.69097e-05 0.000133396 0.000129035 0.000146014
threshold=0.13148500000000005 0.11434500000000002 0.091295000000000015 -0.010949999999999998 0.024640000000000006 -0.0063699999999999989 0.094385000000000011 0.10893000000000001
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=-0.00060627101993543852 -0.00053644190167837435 -0.00044000660024354427 0.00055844519294001734 0.00042113513732537893 -0.00049865784259265505 0.00064025855951676549 0.00062813553002508062 -0.00037521446086277076
leaf_weight=0.0013825971082338752 0.0010360993783767479 0.0011971474348158569 0.001471140537421989 0.0017204203973062394 0.0014685035235076239 0.0011152420778995841 0.0011840896252625572 0.0010540127524603926
leaf_count=675 65 476 516 244 731 99 200 115
internal_value=0 4.82529e-05 0.000110462 2.73003e-05 -8.19055e-05 4.73196e-05 -0.000135317 0.000155618
internal_weight=0 0.0105932 0.00939601 0.00792487 0.00620445 0.00473594 0.0036207 0.0022381
internal_count=3121 3056 2580 2064 1820 1089 990 315
is_linear=0
shrinkage=0.00196078


Tree=4690
num_leaves=7
num_cat=0
split_feature=15 52 2 0 16 1
split_gain=1.68572e-05 3.15401e-05 5.38931e-05 5.67961e-05 7.18107e-05 5.34474e-05
threshold=-0.11713499999999999 -0.088204999999999992 0.10097500000000002 -0.059114999999999994 -0.088159999999999988 0.10124500000000002
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=-0.0089890217348484718 -0.0091835624884851249 0.018944329132577101 -0.024069481806503996 0.031980156595290472 -0.011686040994653871 0.008132440523505256
leaf_weight=0.0017462412948898 0.0019713977718579575 0.0016908517067884853 0.0010248155111354821 0.0010521223983502299 0.0013984071921025272 0.0010369453578901316
leaf_count=484 616 458 229 107 1057 170
internal_value=0 0.00183483 0.00533655 0.0119132 0.00507896 -0.00787379
internal_weight=0 0.00817454 0.00620314 0.00414138 0.00308926 0.00206176
internal_count=3121 2637 2021 1622 1515 399
is_linear=0
shrinkage=0.1


Tree=4691
num_leaves=7
num_cat=0
split_feature=4 151 0 15 47 2
split_gain=1.7644e-05 2.24882e-05 7.02994e-05 6.70876e-05 0.000107119 0.000104744
threshold=0.27287000000000006 -0.024429999999999997 -0.11756999999999999 0.088345000000000021 0.085270000000000026 0.097220000000000015
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=0.0099901096901221075 0.0095587709496020128 -0.021214210762212946 -0.04199394756356873 0.022592676703542567 0.015543890926837065 0.00036010304832935014
leaf_weight=0.001331771709168041 0.0015982457518041769 0.0017994012301048657 0.0010279706093234385 0.0011877676715842059 0.001596952752692395 0.0013516593343998505
leaf_count=451 352 245 817 625 266 365
internal_value=0 -0.00191578 -0.00419271 0.00173805 -0.00449103 -0.0179363
internal_weight=0 0.00829552 0.00696375 0.00516435 0.00397658 0.00237963
internal_count=3121 2769 2318 2073 1448 1182
is_linear=0
shrinkage=0.1


Tree=4692
num_leaves=8
num_cat=0
split_feature=47 52 12 2 13 12 49
split_gain=6.6695e-05 7.18913e-05 8.65261e-05 5.78773e-05 0.000117504 8.14787e-05 6.2953e-05
threshold=0.13148500000000005 0.11434500000000002 0.097825000000000009 0.099185000000000009 -0.00051499999999999994 0.084100000000000022 -0.006494999999999999
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=-0.00026989861012007065 -0.00048999355859966293 -0.00041227085633218746 0.00047305965708236227 0.00073128163110081827 -9.3945422826052975e-05 -0.0004598127881228261 0.00032172072223127061
leaf_weight=0.0011904200187017684 0.001007981692140743 0.0012068700718766484 0.0018727781391533254 0.0010792948772247277 0.0017215068391668792 0.001796051506473384 0.0016499067611030745
leaf_count=194 65 476 394 297 222 1157 316
internal_value=0 3.79951e-05 9.63641e-05 1.50727e-06 0.000224058 -0.000132934 7.37649e-05
internal_weight=0 0.0105168 0.00930996 0.00743718 0.0028008 0.00463638 0.00284033
internal_count=3121 3056 2580 2186 519 1667 510
is_linear=0
shrinkage=0.00196078


Tree=4693
num_leaves=8
num_cat=0
split_feature=47 52 47 12 52 4 15
split_gain=8.44489e-05 9.50347e-05 9.76101e-05 7.04818e-05 7.01889e-05 0.000135737 5.95584e-05
threshold=0.13148500000000005 0.11434500000000002 0.10254000000000001 0.095110000000000014 0.061605000000000007 -0.04890499999999999 -0.093244999999999981
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=-0.00060140679041209447 -0.00052853392397509758 -0.0004649392356505261 0.00068692881919323891 0.00038844881380473617 0.00043091681899689259 -0.00017944219486366159 0.00030592811870574458
leaf_weight=0.0016667124108375301 0.0010627247356145642 0.0012148850459380378 0.0010315728752705684 0.0018258664794927664 0.001000558209765131 0.0019112353911596314 0.0019778153948988562
leaf_count=477 65 476 160 499 473 338 633
internal_value=0 5.11752e-05 0.000117782 4.77386e-05 -4.71456e-05 -0.000133242 6.73977e-05
internal_weight=0 0.0106286 0.00941376 0.00838219 0.00655632 0.00555576 0.00388905
internal_count=3121 3056 2580 2420 1921 1448 971
is_linear=0
shrinkage=0.00196078


Tree=4694
num_leaves=9
num_cat=0
split_feature=11 3 12 0 160 151 1 4
split_gain=7.11783e-05 8.88277e-05 7.00734e-05 0.00012304 0.000115667 0.000162914 0.000122049 2.2057e-05
threshold=0.081365000000000007 -0.12018999999999998 -0.010834999999999999 -0.053834999999999994 -0.030779999999999998 -0.0083949999999999979 0.095285000000000022 0.09173000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -7 -8
right_child=-2 2 3 -5 5 6 7 -9
leaf_value=0.00048078676570299333 -0.0005084756650357193 0.00032595653324889125 -0.00056067487972325447 -0.00063867595351177974 -0.00051020049809762417 -3.4662776989923608e-05 0.00045414446928220968 0.00086529495483087719
leaf_weight=0.0014854501069521643 0.0010113998408824197 0.0016878242429310356 0.0011420459304733151 0.0014092177224771631 0.0011741158967049411 0.0018892306383823596 0.0010031182928371407 0.0010034971180106766
leaf_count=178 178 409 610 234 211 1134 115 52
internal_value=0 3.55138e-05 -3.55387e-05 -0.000115597 3.06578e-06 0.000130052 0.00032301 0.000659759
internal_weight=0 0.0107945 0.00930905 0.00762123 0.00621201 0.00506996 0.00389585 0.00200662
internal_count=3121 2943 2765 2356 2122 1512 1301 167
is_linear=0
shrinkage=0.00196078


Tree=4695
num_leaves=7
num_cat=0
split_feature=159 151 4 13 43 1
split_gain=1.90406e-05 3.65462e-05 7.20863e-05 4.72347e-05 0.000108301 6.61469e-05
threshold=-1.0000000180025095e-35 -0.0083949999999999979 0.24564500000000003 0.0076650000000000008 -0.074359999999999996 0.088485000000000022
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=-0.01280307495194836 -0.011392290413971821 0.031828755519622408 0.025601187833426027 -0.015685670034421218 0.0091790293620817569 -0.019651317996061186
leaf_weight=0.0010512099832781967 0.0017789174325976691 0.0011202973260227996 0.001332538978267221 0.001469065696091728 0.0017017737737312431 0.001494861444145381
leaf_count=509 512 414 305 342 749 290
internal_value=0 0.00142824 0.00463208 -0.000197196 0.00507358 -0.00430308
internal_weight=0 0.00889745 0.00711854 0.005786 0.00431693 0.00319664
internal_count=3121 2612 2100 1795 1453 1039
is_linear=0
shrinkage=0.1


Tree=4696
num_leaves=7
num_cat=0
split_feature=15 43 16 3 49 3
split_gain=1.84018e-05 3.12108e-05 5.64797e-05 5.82191e-05 5.89174e-05 9.70844e-05
threshold=-0.11713499999999999 -0.17390999999999998 0.22339500000000004 -0.10831999999999999 -0.0060549999999999988 -0.012304999999999998
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=-0.0093704043440515292 0.014930966535221003 0.024659579874405129 -0.019857301093952524 -0.015367148846740864 -0.0152835799454644 0.024654708186757007
leaf_weight=0.0017504783642741965 0.0015056361752275871 0.0010461661257192695 0.0012836898333270291 0.0018134981108677371 0.0010317427242471399 0.0014842635188240781
leaf_count=484 184 139 385 428 1343 158
internal_value=0 0.00192836 -0.00101144 0.00348888 -0.00162673 0.00827715
internal_weight=0 0.008165 0.00665936 0.00537567 0.0043295 0.00251601
internal_count=3121 2637 2453 2068 1929 1501
is_linear=0
shrinkage=0.1


Tree=4697
num_leaves=8
num_cat=0
split_feature=49 42 15 16 4 43 15
split_gain=2.03631e-05 4.4479e-05 4.32748e-05 8.6185e-05 6.81433e-05 3.02246e-05 3.0135e-05
threshold=-0.043469999999999995 0.091545000000000015 -0.037864999999999989 -0.072359999999999994 -0.059649999999999988 -0.081374999999999989 -0.067579999999999987
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=0.02073539997299231 0.0066815922564516577 -0.021943118140633426 0.011023548873040821 -0.029486023625607472 0.026041464191315838 -0.01104596418015919 -0.0021505526408441395
leaf_weight=0.0010440928675441794 0.0014885736819195714 0.0010250662305115836 0.0010398579737680657 0.0011820435544977147 0.0012849325453049903 0.0015389161721869461 0.0012815634170801947
leaf_count=186 397 614 212 440 312 721 239
internal_value=0 -0.0025763 0.000461856 -0.00932658 0.00722768 -0.00214671 0.00812399
internal_weight=0 0.00755939 0.00653432 0.00267062 0.00386371 0.00257877 0.00232566
internal_count=3121 2696 2082 837 1245 933 425
is_linear=0
shrinkage=0.1


Tree=4698
num_leaves=7
num_cat=0
split_feature=42 160 0 16 49 3
split_gain=2.04492e-05 5.51536e-05 6.20162e-05 9.19621e-05 5.97658e-05 2.67394e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.11756999999999999 -0.056919999999999991 -0.043469999999999995 -0.074084999999999998
decision_type=2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 -5
right_child=1 2 3 5 -6 -7
leaf_value=-0.010423178439725808 -0.012731118596660511 0.01238163442282538 0.032492464284068698 0.012025293301016449 -0.018262020932321786 -0.010773072810842122
leaf_weight=0.0015941049426478676 0.0019541777685139058 0.0011023298641468365 0.0016397481915347593 0.0010400757529294719 0.0015059785792369499 0.0010179640346556235
leaf_count=862 828 117 557 366 182 209
internal_value=0 0.00194759 0.00649633 0.0148251 -0.00531132 0.000748584
internal_weight=0 0.00826027 0.0063061 0.00369779 0.00260831 0.00205804
internal_count=3121 2259 1431 1132 299 575
is_linear=0
shrinkage=0.1


Tree=4699
num_leaves=8
num_cat=0
split_feature=12 47 16 12 52 1 49
split_gain=2.09451e-05 6.18142e-05 6.22286e-05 3.81807e-05 4.75344e-05 5.53642e-05 5.30797e-05
threshold=-0.010834999999999999 0.10904500000000002 -0.42170999999999997 0.10193000000000001 -0.0064899999999999992 0.077565000000000009 -0.043469999999999995
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -6 -4
right_child=1 -3 3 -5 5 -7 -8
leaf_value=0.010839144905354056 0.022974950314496752 -0.024581021004230232 0.0058928012889871394 -0.020189172831517208 -0.0077078974229011724 0.021865614587249865 -0.023457428285996972
leaf_weight=0.0014981076795607161 0.0011189443360527154 0.0010585934898836675 0.001205288510022155 0.0010340465500950869 0.001046491380242957 0.001602221498794082 0.0012606617205659675
leaf_count=421 202 143 164 331 803 408 649
internal_value=0 -0.00200477 0.00128365 -0.00266374 0.000879423 0.0101813 -0.00911184
internal_weight=0 0.00832625 0.00726765 0.00614871 0.00511466 0.00264871 0.00246595
internal_count=3121 2700 2557 2355 2024 1211 813
is_linear=0
shrinkage=0.1


Tree=4700
num_leaves=9
num_cat=0
split_feature=47 47 4 151 4 16 13 43
split_gain=7.04985e-05 7.95589e-05 5.96306e-05 6.04511e-05 8.73751e-05 7.36382e-05 6.79973e-05 2.5062e-05
threshold=0.13148500000000005 0.10254000000000001 0.27834500000000006 -0.024429999999999997 -0.0029599999999999995 -0.092484999999999984 -0.076384999999999995 -0.12152999999999999
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=0.00028226968771436964 -0.00050203973799834963 0.00054684314944066967 0.00037242581069903515 0.00031444635642636641 -0.00079137348498927113 -0.00012695592804163087 3.6936805072910315e-05 -0.00037038692581139868
leaf_weight=0.001464379379153188 0.0010057698948478895 0.0010747204629553151 0.0013082983255112623 0.0017378638146932617 0.0012160295307095091 0.0013570079011251347 0.0010152195900492466 0.0013570769254201917
leaf_count=403 65 187 304 594 262 277 181 848
internal_value=0 4.13086e-05 -1.61486e-05 -7.8544e-05 -0.000157603 -0.000440963 1.97852e-05 -0.000196074
internal_weight=0 0.0105306 0.00945588 0.00814758 0.0066832 0.00257304 0.00411016 0.0023723
internal_count=3121 3056 2869 2565 2162 539 1623 1029
is_linear=0
shrinkage=0.00196078


Tree=4701
num_leaves=7
num_cat=0
split_feature=16 1 16 2 2 52
split_gain=2.3043e-05 6.51313e-05 5.07292e-05 3.89267e-05 4.91474e-05 3.59019e-05
threshold=0.38525000000000004 0.077565000000000009 -0.008904999999999998 0.11474000000000002 0.083215000000000011 1.0000000180025095e-35
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=-0.0051300738553512314 0.011729761169240379 0.0043241332982257462 0.0200234412991716 0.014604617441252958 -0.019459229586206318 -0.02990373354878649
leaf_weight=0.0013239104065390949 0.0014211837393142144 0.0018556689872406755 0.0014182452087903108 0.0011214452347999859 0.0016338988234791026 0.0010480687031174257
leaf_count=657 311 513 356 226 204 854
internal_value=0 -0.0020386 0.00348404 -0.00160311 -0.0068118 -0.0160764
internal_weight=0 0.00840124 0.00602926 0.00461101 0.00348957 0.00237198
internal_count=3121 2810 1299 943 717 1511
is_linear=0
shrinkage=0.1


Tree=4702
num_leaves=10
num_cat=0
split_feature=47 52 47 12 12 3 1 15 3
split_gain=7.7583e-05 8.30922e-05 8.08226e-05 6.07103e-05 6.54867e-05 6.06349e-05 0.000156219 9.16958e-05 4.62576e-05
threshold=0.13148500000000005 0.11434500000000002 0.10254000000000001 0.095110000000000014 0.088615000000000013 0.11924500000000002 0.094385000000000011 -0.0063699999999999989 -0.081054999999999974
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=-0.00049698833990673402 -0.0005271235753404464 -0.00046310881804478583 0.00061382507469106803 0.00035326680869231659 -0.0005047464317375186 -0.00039252579901664155 0.00077813922265789089 -0.00011172952760239447 0.00047579297509199532
leaf_weight=0.0012586107938842381 0.0010428126858566889 0.0011515548354963665 0.00102781325343682 0.0017659539895577498 0.0010513824426735168 0.0010549809242879279 0.001081384220254349 0.0010571156623071887 0.0010050808936730806
leaf_count=452 65 476 160 499 483 127 303 435 121
internal_value=0 3.37404e-05 9.52465e-05 3.08316e-05 -5.66542e-05 2.96756e-05 0.000130856 -7.9925e-05 0.000174619
internal_weight=0 0.0104539 0.00930232 0.00827451 0.00650855 0.00545717 0.00440219 0.00332081 0.0020622
internal_count=3121 3056 2580 2420 1921 1438 1311 1008 556
is_linear=0
shrinkage=0.00196078


Tree=4703
num_leaves=8
num_cat=0
split_feature=47 52 12 2 12 13 0
split_gain=6.39756e-05 0.000106313 8.27379e-05 8.36287e-05 0.000119517 7.56806e-05 6.55747e-05
threshold=0.13148500000000005 0.11434500000000002 0.097825000000000009 0.088850000000000012 0.084100000000000022 -0.004174999999999999 -0.22491999999999998
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=7.8346038310321304e-05 -0.00047298622510015325 -0.00050608903373224458 0.00047023395859062915 0.00047780061408168813 -0.00074338635690709867 0.00030391121732599913 -0.00029276699612528363
leaf_weight=0.0017128916007678537 0.0010171234720574079 0.0012105778825956112 0.0019570617771762014 0.0019196630714955251 0.001129054377734496 0.0012831481324724336 0.0015802071663193707
leaf_count=400 65 476 394 570 865 67 284
internal_value=0 4.14208e-05 0.000110592 1.82849e-05 -0.000248114 0.000176572 -2.53791e-05
internal_weight=0 0.0107926 0.00958203 0.00762496 0.00284195 0.00478302 0.00286336
internal_count=3121 3056 2580 2186 1265 921 351
is_linear=0
shrinkage=0.00196078


Tree=4704
num_leaves=8
num_cat=0
split_feature=0 1 2 3 1 48 4
split_gain=2.46013e-05 3.5686e-05 3.77371e-05 0.00010219 3.32435e-05 3.15681e-05 2.61316e-05
threshold=1.0000000180025095e-35 0.077565000000000009 1.0000000180025095e-35 0.013900000000000001 0.11588000000000001 0.086035000000000014 -0.46376499999999993
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=-0.017741731891936431 -0.0014390164182873264 -0.019104594241267113 0.033325969409438314 0.0078067473968437585 0.0037859592697996104 -0.013149552966485345 0.021105193226474819
leaf_weight=0.0013011967099019498 0.0010435662868270967 0.0014388885292038389 0.0010468370474167347 0.0013742559148036126 0.0011348201702591088 0.0015071513265213221 0.0010135056194987802
leaf_count=1552 164 528 270 187 121 138 161
internal_value=0 -0.00262478 0.000400489 0.00656705 -0.00901151 -0.00315467 0.00966837
internal_weight=0 0.00780315 0.00650195 0.00392824 0.00257371 0.00288141 0.00205707
internal_count=3121 2796 1244 595 649 325 325
is_linear=0
shrinkage=0.1


Tree=4705
num_leaves=9
num_cat=0
split_feature=47 47 474 160 42 43 12 1
split_gain=6.11699e-05 9.71503e-05 7.72476e-05 0.000116911 0.000128334 8.79175e-05 5.4259e-05 0.000117989
threshold=0.13148500000000005 0.10254000000000001 0.084660000000000027 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.077824999999999991 0.086700000000000013 0.094465000000000007
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=-0.00059089137996789988 -0.00046314203738320595 0.00058315987525131118 0.00048571413634181202 -0.0006304994322203439 0.00053226261397441919 -0.00059881073683908093 0.00025607891340809089 0.00019394302467297224
leaf_weight=0.0014781550571671331 0.001043995865101688 0.0011107565905850844 0.0010048181292787129 0.0010189521005978348 0.0015078153014469369 0.0013593544522661973 0.0017932510177960273 0.0015390418056466506
leaf_count=655 65 187 328 677 336 193 470 210
internal_value=0 3.38678e-05 -2.90232e-05 -8.8497e-05 1.43812e-05 0.000120375 -1.19992e-05 -0.00017786
internal_weight=0 0.0108121 0.00970139 0.00869657 0.00721841 0.00619946 0.00469165 0.0028984
internal_count=3121 3056 2869 2541 1886 1209 873 403
is_linear=0
shrinkage=0.00196078


Tree=4706
num_leaves=7
num_cat=0
split_feature=3 39 457 3 12 2
split_gain=2.20361e-05 4.20431e-05 5.21798e-05 5.5858e-05 4.55214e-05 8.61546e-05
threshold=0.13524500000000003 0.0046100000000000004 0.080930000000000016 0.088060000000000013 0.09334000000000002 0.086590000000000014
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=-0.013942998030466953 0.01126803234538902 0.015019860907353617 0.013545282192953981 -0.028334508904144601 -0.017141192776679432 0.019776059908277771
leaf_weight=0.0014814748181222756 0.0014625455035318898 0.0012336990683754117 0.0012560635234163883 0.001182764031635794 0.0016992469952142211 0.00155113736607806
leaf_count=811 192 335 176 130 766 711
internal_value=0 -0.00203195 -0.00496567 -0.00889676 -0.00403815 0.00330381
internal_weight=0 0.00840439 0.00717069 0.00591462 0.00473186 0.00303261
internal_count=3121 2929 2594 2418 2288 1522
is_linear=0
shrinkage=0.1


Tree=4707
num_leaves=9
num_cat=0
split_feature=48 48 51 1 159 1 3 13
split_gain=3.7995e-05 8.65903e-05 0.00010044 6.32241e-05 7.64826e-05 6.81251e-05 6.17836e-05 4.76573e-05
threshold=0.11951500000000001 0.093265000000000015 0.087505000000000013 0.111945 0.082585000000000006 0.091900000000000023 -0.0080949999999999998 -0.0034749999999999994
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=0.00024395212299730814 -0.00035984863341266543 0.00055377282120611126 -0.00061145185957933452 0.00035108191427616454 -0.00055171067734044682 -0.00034676765593968104 0.00050108560547571705 -0.00031730280945490235
leaf_weight=0.0012374310444428344 0.001063692485768728 0.0010822553456208304 0.0010236500173002585 0.0019189905865719609 0.001003724621843817 0.0012931669591611326 0.0014000478907343927 0.0010975824483294894
leaf_count=1075 114 239 312 328 308 370 85 290
internal_value=0 2.98395e-05 -3.33421e-05 4.1087e-05 -5.7534e-05 4.11126e-05 0.000175406 -1.9868e-05
internal_weight=0 0.0100568 0.00897459 0.00795094 0.00603195 0.00502823 0.00373506 0.00233501
internal_count=3121 3007 2768 2456 2128 1820 1450 1365
is_linear=0
shrinkage=0.00196078


Tree=4708
num_leaves=7
num_cat=0
split_feature=42 160 151 43 2 15
split_gain=1.93686e-05 4.9736e-05 6.36233e-05 4.82311e-05 0.00010817 0.000119693
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 -0.074359999999999996 0.090425000000000019 -1.0000000180025095e-35
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=-0.010138470010820317 -0.01208629519375967 -0.014017425187328956 0.028078502641711758 -0.019564903270475501 0.040443245577268888 -0.0025222582415223836
leaf_weight=0.001598077136052361 0.0019467562219788546 0.0012492154177117945 0.0012666609975516266 0.0011818767280282966 0.0011823890068186696 0.0014356343596812629
leaf_count=862 828 300 307 387 182 255
internal_value=0 0.00188821 0.00619567 0.0111794 0.00554628 0.0168824
internal_weight=0 0.00826253 0.00631578 0.00506656 0.0037999 0.00261802
internal_count=3121 2259 1431 1131 824 437
is_linear=0
shrinkage=0.1


Tree=4709
num_leaves=9
num_cat=0
split_feature=47 4 1 42 2 2 16 13
split_gain=6.87067e-05 6.36799e-05 0.000136491 5.18482e-05 4.86486e-05 9.97475e-05 6.86016e-05 9.80586e-05
threshold=0.13148500000000005 0.24564500000000003 0.111945 -1.0000000180025095e-35 0.10672500000000001 0.092875000000000013 -0.088159999999999988 -0.033284999999999988
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 -5 -8
right_child=-2 2 -4 4 -6 -7 7 -9
leaf_value=-0.00043146746950454103 -0.0004906272610849129 -0.00014110433428805554 0.0008204210384564636 0.00041344745219967419 0.00028806127157831544 -0.000577866004038317 -0.00052822441120979786 0.0002451841621893929
leaf_weight=0.0011168432198683086 0.0010234573308875719 0.001153036899554219 0.0011179021191115432 0.0014414046588618543 0.0019359087985735329 0.0011770370665444892 0.0012017515677207168 0.0013253806854496659
leaf_count=784 65 147 264 285 308 331 768 169
internal_value=0 4.16623e-05 0.00033222 -3.88223e-05 2.3103e-05 -7.65817e-05 7.20953e-05 -0.000122602
internal_weight=0 0.0104693 0.00227094 0.00819833 0.00708148 0.00514557 0.00396854 0.00252713
internal_count=3121 3056 411 2645 1861 1553 1222 937
is_linear=0
shrinkage=0.00196078


Tree=4710
num_leaves=8
num_cat=0
split_feature=484 160 42 15 42 0 16
split_gain=2.01969e-05 3.61596e-05 5.55213e-05 5.79868e-05 6.12392e-05 6.53047e-05 7.59554e-05
threshold=0.084040000000000017 -1.0000000180025095e-35 -1.0000000180025095e-35 0.090455000000000021 0.084695000000000006 -0.15931499999999996 -0.014754999999999999
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=-0.017489432194503444 0.012555916169979191 -0.01781685603329387 -0.0073486734249283495 0.026598165750272365 -0.016083633143327971 0.039244497189646788 0.00033456565330995512
leaf_weight=0.0012410567789522828 0.0011249842784951053 0.0013032112789712301 0.0016022436965965553 0.0010266584280028204 0.0015454654736066246 0.00100008466714597 0.0010067079423984704
leaf_count=632 368 713 114 291 566 198 239
internal_value=0 -0.00168057 0.00094085 0.00489565 0.000573007 0.00770573 0.0197253
internal_weight=0 0.00872543 0.00748437 0.00618116 0.0051545 0.00360904 0.00200679
internal_count=3121 2753 2121 1408 1117 551 437
is_linear=0
shrinkage=0.1


Tree=4711
num_leaves=8
num_cat=0
split_feature=15 16 2 40 47 4 0
split_gain=3.7856e-05 4.9317e-05 6.88871e-05 8.31327e-05 0.000113461 9.59842e-05 5.5776e-05
threshold=-0.24436499999999997 -0.36241499999999999 0.11093500000000002 -1.0000000180025095e-35 0.092165000000000011 -0.084369999999999987 -0.11013499999999998
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=0.00035112966597318805 -0.00033875790794336521 -0.00058997786101748809 0.00036256546959694881 -0.00051762486516913539 0.000568958435855073 0.00037379738132771695 -0.00016184415839549468
leaf_weight=0.0010494528769748159 0.0017585362079438451 0.0010032199087332124 0.0017997524376770855 0.0015302746602985293 0.0011615007272377416 0.0013890980583012576 0.0016179577220445346
leaf_count=253 248 163 343 506 203 103 1302
internal_value=0 -3.9857e-05 2.19685e-05 -6.94945e-05 2.21311e-05 -0.00011785 8.55934e-05
internal_weight=0 0.0102603 0.0085018 0.00670205 0.00569883 0.00453733 0.00300706
internal_count=3121 2868 2620 2277 2114 1911 1405
is_linear=0
shrinkage=0.00196078


Tree=4712
num_leaves=7
num_cat=0
split_feature=16 1 150 16 16 52
split_gain=1.88307e-05 6.26231e-05 4.68661e-05 6.93194e-05 5.56134e-05 3.17581e-05
threshold=0.38525000000000004 0.077565000000000009 0.080470000000000014 -0.36241499999999999 -0.056919999999999991 1.0000000180025095e-35
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=-0.0053655826574089023 0.010568237394920361 -0.022683417060871122 0.019265239961752861 0.017682530627937929 -0.0077909765813151712 -0.028639975337026238
leaf_weight=0.00133505809407158 0.0014280745933146219 0.0011459071599254807 0.0014461115379428039 0.0018240721082973649 0.001616604073106371 0.001045292928067485
leaf_count=657 311 212 295 388 404 854
internal_value=0 -0.00185125 0.0035682 -0.00138094 0.00571379 -0.0155862
internal_weight=0 0.00841305 0.00603269 0.00458658 0.00344068 0.00238035
internal_count=3121 2810 1299 1004 792 1511
is_linear=0
shrinkage=0.1


Tree=4713
num_leaves=9
num_cat=0
split_feature=47 47 474 15 3 43 16 0
split_gain=7.80912e-05 8.38382e-05 4.72409e-05 8.17623e-05 9.25345e-05 5.74139e-05 0.000157802 9.14244e-06
threshold=0.13148500000000005 0.10254000000000001 0.084410000000000013 -0.095869999999999983 0.10542000000000001 -0.15879999999999997 -0.083539999999999989 -0.099059999999999995
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=-0.00042044606196649047 -0.00051854000507687008 0.00056482240295690144 0.00037799873288805466 0.00026254358447165864 0.00045057672393922487 4.5379012876778478e-06 -0.00069544572121859357 0.00026576856099298351
leaf_weight=0.0019404512292327354 0.0010613757875912082 0.0010512608723748209 0.0010271036880881651 0.0012749240167233122 0.0015822282649608499 0.001042763854645926 0.0015443467769135485 0.0010178508377464662
leaf_count=458 65 187 337 177 121 126 1194 456
internal_value=0 3.95994e-05 -1.89548e-05 -6.74772e-05 3.85127e-05 -9.50927e-05 -0.000221574 0.000133574
internal_weight=0 0.0104809 0.00942967 0.00840256 0.00646211 0.00487989 0.00360496 0.00206061
internal_count=3121 3056 2869 2532 2074 1953 1776 582
is_linear=0
shrinkage=0.00196078


Tree=4714
num_leaves=8
num_cat=0
split_feature=0 12 42 47 4 4 3
split_gain=2.19352e-05 4.72133e-05 3.76011e-05 4.33853e-05 5.3319e-05 4.49451e-05 3.314e-05
threshold=-0.019414999999999998 0.082850000000000021 -1.0000000180025095e-35 0.087235000000000021 -0.059649999999999988 -1.0000000180025095e-35 0.092670000000000016
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=-0.020781009512800246 0.024291465902183441 -0.0038743207083772554 -0.014773462818371786 -0.013289135377043931 0.0283613514430682 -0.0075351265471666614 0.015233755975572675
leaf_weight=0.0010012808295047368 0.0010409595378033736 0.0013896258974384029 0.0010439534094333087 0.0017654282719712722 0.001045435689153129 0.0012896520802420752 0.0012675304164901924
leaf_count=817 195 170 572 288 522 418 139
internal_value=0 0.00818839 -0.00275855 5.57867e-05 0.00512608 0.0108925 0.00375083
internal_weight=0 0.00243059 0.00741328 0.006412 0.00464657 0.00360262 0.00255718
internal_count=3121 365 2756 1939 1651 1079 557
is_linear=0
shrinkage=0.1


Tree=4715
num_leaves=9
num_cat=0
split_feature=4 0 1 13 4 3 52 52
split_gain=4.95396e-05 0.000102239 6.35199e-05 5.58607e-05 9.36836e-05 0.000124612 5.656e-05 5.27556e-05
threshold=-0.49013999999999996 -1.0000000180025095e-35 0.077565000000000009 -0.094514999999999988 0.0061450000000000003 0.11296500000000002 -0.0092699999999999987 -0.0064899999999999992
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 7 6 -6 -5
right_child=1 -3 3 4 5 -7 -8 -9
leaf_value=-0.00041682495003827932 -0.00040076092060685616 0.00053008799367671344 0.00039089635416251654 -0.0006420018419178551 0.00072397780711304599 -0.00035303374187788746 0.00014167991616791109 -3.7526437227716265e-05
leaf_weight=0.0010064031348101738 0.0015377930139810645 0.0014091440937700527 0.0013940018697984231 0.0012091945742104789 0.0010974751644722003 0.0013258794540778052 0.0015430022188281153 0.0010261850392337939
leaf_count=169 1551 173 231 276 95 70 204 352
internal_value=0 3.84968e-05 -3.73472e-05 3.62277e-05 -4.34934e-05 0.000137426 0.000383703 -0.000364508
internal_weight=0 0.0105427 0.00913353 0.00759574 0.00620174 0.00396636 0.00264048 0.00223538
internal_count=3121 2952 2779 1228 997 369 299 628
is_linear=0
shrinkage=0.00196078


Tree=4716
num_leaves=7
num_cat=0
split_feature=4 16 2 49 0 52
split_gain=2.1532e-05 2.61881e-05 6.9522e-05 6.05058e-05 8.24082e-05 6.22122e-05
threshold=0.27834500000000006 -0.088394999999999987 0.092365000000000017 -0.0060549999999999988 -0.083914999999999976 0.091275000000000009
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=0.002807842919267728 0.010885962754799704 -0.016710324059210017 -0.029950577691183512 0.030252784535878676 -0.013757818595058141 0.014686276202392271
leaf_weight=0.0016417928370230307 0.0015220629483575715 0.0013378929451588369 0.0010701257638951463 0.0011716946398331648 0.0016976230019128417 0.0014056093912751656
leaf_count=437 340 422 224 504 847 347
internal_value=0 -0.00204968 -0.0101187 0.00184898 0.00765735 -0.000874063
internal_weight=0 0.00832474 0.00271192 0.00561282 0.00427493 0.00310323
internal_count=3121 2781 661 2120 1698 1194
is_linear=0
shrinkage=0.1


Tree=4717
num_leaves=10
num_cat=0
split_feature=47 47 474 160 42 4 43 2 16
split_gain=8.17742e-05 0.000112407 8.1459e-05 9.62761e-05 0.000131396 7.70609e-05 8.21753e-05 5.76452e-05 6.02634e-05
threshold=0.13148500000000005 0.10254000000000001 0.084660000000000027 -1.0000000180025095e-35 -0.025789999999999997 0.181285 -0.078844999999999985 0.089885000000000007 0.071345000000000006
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=-0.00054559397785297744 -0.00053324929783259254 0.00063092280330836873 0.00050063804357936025 -0.00064771265304555952 0.00045809009324757245 0.00054394901305740428 -0.00047111325664715671 0.00032130427319689871 -0.00029039523815822251
leaf_weight=0.0014582317191766088 0.0010363494065129117 0.001121917584401457 0.0010166355488609525 0.0010147066739808232 0.0011658021219927727 0.0012708685372624581 0.0013039556525329694 0.00133591614631415 0.0011541816438767321
leaf_count=655 65 187 328 540 271 233 463 226 153
internal_value=0 4.32619e-05 -2.45659e-05 -8.59127e-05 6.60384e-06 0.000113163 2.782e-06 -0.000137121 3.77763e-05
internal_weight=0 0.0108422 0.0097203 0.00870366 0.00724543 0.00623072 0.00495986 0.00379405 0.0024901
internal_count=3121 3056 2869 2541 1886 1346 1113 842 379
is_linear=0
shrinkage=0.00196078


Tree=4718
num_leaves=8
num_cat=0
split_feature=0 15 1 47 48 15 4
split_gain=2.19438e-05 4.70893e-05 4.37165e-05 5.41733e-05 4.13267e-05 5.4249e-05 3.3583e-05
threshold=-0.060129999999999996 -1.0000000180025095e-35 0.08592000000000001 0.092530000000000015 0.087215000000000015 -0.095244999999999982 -0.37944499999999992
decision_type=2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 -4 -3
right_child=1 6 3 -5 -6 -7 -8
leaf_value=-0.019110664283033374 0.023419232224761787 -0.012812182162106563 0.031588863164679619 -0.016288232505870717 -0.0088209670493296002 0.0020914139632186649 0.011592876708709803
leaf_weight=0.0013991704288416314 0.0011046978045303919 0.0012433873669825267 0.0010497298409228844 0.0013519657122966432 0.001135061625238791 0.0015354537912405041 0.0010316919054677554
leaf_count=1567 259 191 164 204 132 481 123
internal_value=0 0.00648 -0.00346163 0.000855163 0.00708521 0.014069 -0.00174509
internal_weight=0 0.00337978 0.00647138 0.00507221 0.00372025 0.00258518 0.00227508
internal_count=3121 573 2548 981 777 645 314
is_linear=0
shrinkage=0.1


Tree=4719
num_leaves=9
num_cat=0
split_feature=47 47 50 4 160 52 4 4
split_gain=7.41173e-05 0.000100287 5.38263e-05 5.74284e-05 8.00241e-05 7.87618e-05 5.35573e-05 7.23258e-05
threshold=0.13148500000000005 0.10254000000000001 0.088425000000000017 0.24564500000000003 -0.027994999999999996 -0.088614999999999985 -0.0016099999999999997 -0.35136499999999998
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=0.00040098847703958987 -0.00051146800196305423 0.00063051914762371898 -0.00044664007341191597 0.00041191919889713418 -0.00058254684082059455 -0.00021558931442156647 -0.00025719798586314782 0.00046764153211589592
leaf_weight=0.0013024472448312343 0.0010060577381604515 0.0010173348404107817 0.0010044844923380045 0.0013023135015940027 0.0012058009438117067 0.0010358068367638423 0.0019732831902365125 0.0014019270701650535
leaf_count=475 65 187 500 343 456 42 261 792
internal_value=0 4.62591e-05 -1.81657e-05 3.41838e-05 -3.69119e-05 -0.000138454 -1.70559e-05 0.000177333
internal_weight=0 0.0102434 0.00922606 0.00822158 0.00691927 0.00561682 0.00441102 0.00243773
internal_count=3121 3056 2869 2369 2026 1551 1095 834
is_linear=0
shrinkage=0.00196078


Tree=4720
num_leaves=9
num_cat=0
split_feature=159 0 0 0 3 0 3 2
split_gain=9.2018e-05 5.20283e-05 0.000112238 7.46792e-05 7.17298e-05 5.55048e-05 6.97518e-05 8.76621e-05
threshold=-0.032739999999999991 -0.077999999999999986 -0.053834999999999994 -0.10011499999999998 -0.10831999999999999 -0.11756999999999999 0.12178000000000001 0.10045500000000002
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=-0.00056780016459015545 -0.00019573785733153424 0.00076770093530205581 0.00037351038714959729 -0.00053529337978186064 -0.00021488130566504023 0.00041434169355047094 -0.00052240448969431274 0.0004954693461209893
leaf_weight=0.0010180647655901954 0.0018002885161501284 0.001063490155080068 0.0013813812149982658 0.0010759831724196514 0.001881600324910508 0.0011403328463043148 0.0010065455078279092 0.0011599522624834028
leaf_count=421 190 447 179 1186 307 148 97 146
internal_value=0 4.95848e-05 0.000214512 -6.58192e-05 3.4214e-05 3.3091e-05 -7.65072e-05 7.51075e-05
internal_weight=0 0.0105096 0.00432647 0.0061831 0.00326298 0.00510712 0.00396679 0.00296024
internal_count=3121 2700 933 1767 486 581 433 336
is_linear=0
shrinkage=0.00196078


Tree=4721
num_leaves=8
num_cat=0
split_feature=52 13 51 47 52 1 3
split_gain=2.30672e-05 5.92222e-05 6.40095e-05 4.59974e-05 7.60093e-05 5.05836e-05 5.89376e-05
threshold=0.11434500000000002 -0.23438999999999996 0.086310000000000012 0.10904500000000002 -0.088204999999999992 0.089770000000000016 -0.078934999999999991
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=0.023886841520769288 -0.012322852324636868 -0.01560765328697033 -0.024511206602205817 -0.017107796234171743 -0.012034075487594074 0.024517990380091961 0.020268606875386355
leaf_weight=0.0010674889168215554 0.0013260198949078894 0.0012490189222443861 0.001024615030510748 0.001018795084651347 0.0012591144948541941 0.0019075071694109008 0.0010243329431437976
leaf_count=137 501 527 264 117 884 451 240
internal_value=0 0.00185227 -0.00129091 0.00239274 0.00604479 0.0124978 0.0024566
internal_weight=0 0.00855087 0.00748338 0.00645877 0.00543997 0.00419095 0.00228345
internal_count=3121 2620 2483 2219 2102 1575 1124
is_linear=0
shrinkage=0.1


Tree=4722
num_leaves=9
num_cat=0
split_feature=11 3 133 160 13 151 16 2
split_gain=5.16875e-05 6.61603e-05 5.07082e-05 0.000140236 0.00011665 6.02269e-05 8.87082e-05 0.000155782
threshold=0.081365000000000007 -0.12018999999999998 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.084034999999999985 -0.0077149999999999988 0.033715000000000009 0.089885000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 7 -7
right_child=-2 2 3 4 5 6 -8 -9
leaf_value=0.00042782399723327813 -0.0004275949673329331 -0.00042645303073389398 -0.00050374601522660851 0.00057448066131678404 -0.00042505468959002534 -0.0001448114240739306 -0.00029810169718293134 0.00088754359390808273
leaf_weight=0.0014427948224397897 0.0010048818823417153 0.0010637945875428779 0.0015317314657617076 0.001834091441592571 0.0010417403511938155 0.0011817180033189976 0.0012934272904105964 0.0010715748500422248
leaf_count=178 178 823 712 295 187 290 237 221
internal_value=0 3.79723e-05 -2.43997e-05 2.93703e-05 0.000156515 -1.05539e-05 0.000111193 0.000346135
internal_weight=0 0.0104609 0.00901808 0.00795428 0.00642255 0.00458846 0.00354672 0.00225329
internal_count=3121 2943 2765 1942 1230 935 748 511
is_linear=0
shrinkage=0.00196078


Tree=4723
num_leaves=9
num_cat=0
split_feature=159 15 133 3 49 0 52 3
split_gain=4.8528e-05 7.31114e-05 5.54131e-05 7.81291e-05 9.01838e-05 8.91003e-05 8.74328e-05 4.78915e-05
threshold=0.091530000000000014 -0.11713499999999999 0.099660000000000012 -0.12018999999999998 -0.0060549999999999988 -0.10096999999999999 -0.068719999999999989 0.0051600000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 -5 -7
right_child=-2 2 -4 4 5 7 -8 -9
leaf_value=-0.00033803499618978547 -0.00041395288792205309 0.00058656771840753254 -0.00032648444955945708 9.4025374642990183e-05 0.00063861443559978207 -0.00019475570583678972 -0.00063446719968798576 0.00035145516700085252
leaf_weight=0.0017090311543208015 0.0010196108533231238 0.0013643123112838549 0.0010177427856595438 0.0015001198028509379 0.001475254978944609 0.0014818605896427198 0.001096315011492717 0.0010576437985303777
leaf_count=367 370 209 411 185 123 1151 231 74
internal_value=0 3.37291e-05 0.000104377 0.000159359 7.11983e-05 0.000255366 -0.000213572 3.27283e-05
internal_weight=0 0.0107023 0.00899325 0.00797551 0.00661119 0.00401476 0.00259643 0.0025395
internal_count=3121 2751 2384 1973 1764 1348 416 1225
is_linear=0
shrinkage=0.00196078


Tree=4724
num_leaves=9
num_cat=0
split_feature=484 16 160 151 2 43 2 2
split_gain=0.00020753 6.72879e-05 9.8537e-05 7.55754e-05 0.000119212 7.2221e-05 6.38416e-05 5.82665e-05
threshold=-1.0000000180025095e-35 -0.014034999999999997 -0.071139999999999995 -0.0083949999999999979 0.099185000000000009 -0.074974999999999986 0.10644500000000001 0.090050000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 -5 7 -4
right_child=1 2 6 4 -6 -7 -8 -9
leaf_value=-0.00085024507166142919 -0.0004612744688948379 0.000663131923220541 0.00014860077116654691 0.0002193779630478213 0.00046700359819299705 -0.00041765784403146434 0.00044099668465674599 -0.00047136264466444321
leaf_weight=0.001035859121072299 0.0014497246373062949 0.0014692432443176185 0.0013185678218417198 0.0010754432497752119 0.0016895617016529692 0.0018808660846888398 0.0011312113267826457 0.0010445506882112831
leaf_count=515 196 315 241 303 335 833 215 168
internal_value=0 6.75838e-05 0.000237075 -7.04311e-05 5.15299e-05 -0.000185918 5.79334e-05 -0.000125437
internal_weight=0 0.0110592 0.00496357 0.0060956 0.00464587 0.00295631 0.00349433 0.00236312
internal_count=3121 2606 939 1667 1471 1136 624 409
is_linear=0
shrinkage=0.00196078


Tree=4725
num_leaves=8
num_cat=0
split_feature=0 15 12 13 457 4 16
split_gain=2.14197e-05 4.14428e-05 3.84717e-05 5.58009e-05 3.88585e-05 3.04934e-05 2.55984e-05
threshold=-0.060129999999999996 -1.0000000180025095e-35 0.088615000000000013 -0.01163 0.045365000000000009 -0.37944499999999992 -0.074319999999999983
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 -1 6 -3 -5
right_child=1 5 -4 4 -6 -7 -8
leaf_value=0.016364004816201896 0.022169860017212203 -0.011835213252692923 -0.01607468920500851 -0.025614614121000651 0.0092227707235088031 0.011318123152239396 -0.003564781321585519
leaf_weight=0.0016142645527728035 0.0011158782198504658 0.0012530354830997004 0.0017552766264302411 0.0010282015666331114 0.0010501407534209417 0.0010417201814046269 0.0010790453207243224
leaf_count=953 259 191 1091 252 105 123 147
internal_value=0 0.00636223 -0.00341631 0.00124014 -0.00649218 -0.0013246 -0.0143237
internal_weight=0 0.00341063 0.00652693 0.00477165 0.00315739 0.00229476 0.00210725
internal_count=3121 573 2548 1457 504 314 399
is_linear=0
shrinkage=0.1


Tree=4726
num_leaves=8
num_cat=0
split_feature=0 42 1 49 15 3 4
split_gain=2.08081e-05 3.3023e-05 6.90219e-05 7.37965e-05 0.000102677 9.04885e-05 2.21423e-05
threshold=-1.0000000180025095e-35 0.091295000000000015 0.077565000000000009 -0.0060549999999999988 -0.016799999999999995 0.095270000000000007 -0.46376499999999993
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -2
right_child=6 -3 3 4 -6 -7 -8
leaf_value=-0.028941197704794502 -0.0013178938718422413 0.012623765009247176 -0.0168194397694005 0.014739843118162699 0.030765893212625125 -0.02386975084771965 0.019355227906519307
leaf_weight=0.0010340022858431512 0.0010527964499737696 0.0012315597262062368 0.0018988099407608646 0.0012165694268951545 0.0012482560575153559 0.0012115207773131936 0.0010201008058633647
leaf_count=1232 164 651 277 226 280 130 161
internal_value=0 -0.00241026 -0.00521173 -0.000810715 0.00745769 -0.00452481 0.00885563
internal_weight=0 0.00784072 0.00660916 0.00557516 0.00367635 0.00242809 0.0020729
internal_count=3121 2796 2145 913 636 356 325
is_linear=0
shrinkage=0.1


Tree=4727
num_leaves=9
num_cat=0
split_feature=159 484 133 52 13 3 1 4
split_gain=4.19399e-05 6.0875e-05 9.27892e-05 6.01224e-05 0.000107806 8.66674e-05 6.81923e-05 6.9891e-05
threshold=0.091530000000000014 0.044540000000000003 -0.038089999999999992 0.11434500000000002 -0.0030199999999999997 -0.075944999999999985 0.11323000000000001 0.0061450000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 -6
right_child=-2 -3 3 -5 6 -7 -8 -9
leaf_value=-0.00058098424113904395 -0.00039233565580719886 0.00047428585006965244 2.9961146324417128e-05 -0.00036252079152542628 -0.00019786823172980806 0.00072472687941033706 -0.00048372291846315255 0.00037971267954277203
leaf_weight=0.0010237300003186232 0.0010090521189698885 0.0010490541173018642 0.0012505173907638371 0.0011979298961133375 0.0017511249662223931 0.0015408939832772012 0.0011739270867432792 0.0014915744465236673
leaf_count=534 370 319 704 312 361 314 86 121
internal_value=0 2.62171e-05 -2.36306e-05 4.42474e-05 0.00011185 0.000413481 -7.87881e-05 6.7807e-05
internal_weight=0 0.0104788 0.0094297 0.00840597 0.00720804 0.00279141 0.00441663 0.0032427
internal_count=3121 2751 2432 1898 1586 1018 568 482
is_linear=0
shrinkage=0.00196078


Tree=4728
num_leaves=8
num_cat=0
split_feature=50 484 43 51 52 15 4
split_gain=2.13917e-05 3.82627e-05 3.9291e-05 3.86223e-05 5.2189e-05 5.97616e-05 6.00919e-05
threshold=0.088425000000000017 0.084040000000000017 -0.14968999999999996 -0.0078149999999999973 0.084960000000000022 -0.095869999999999983 0.0061450000000000003
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=0.012806095042293672 -0.012917258221471771 0.019408667463802945 0.012171384546341877 -0.01917307825468505 -0.027343771062467017 -0.0077433295843539612 0.024073650930525135
leaf_weight=0.0016570138592191079 0.0011441913075991234 0.0010626730117006987 0.0011211702211284397 0.0014038238605204225 0.0011219991210234172 0.0012969486291499787 0.0010945938437173092
leaf_count=212 560 323 411 315 608 502 190
internal_value=0 0.00162179 -0.000834388 -0.00457743 -0.00839619 -0.00279484 0.0068191
internal_weight=0 0.00875822 0.00769555 0.00603854 0.00491737 0.00379537 0.00239154
internal_count=3121 2561 2238 2026 1615 1007 692
is_linear=0
shrinkage=0.1


Tree=4729
num_leaves=9
num_cat=0
split_feature=11 159 3 1 133 3 16 16
split_gain=7.10302e-05 8.84308e-05 7.86253e-05 5.69093e-05 8.32389e-05 0.000100365 7.80388e-05 8.03666e-05
threshold=0.080455000000000013 0.091005000000000016 -0.12018999999999998 0.094385000000000011 0.076280000000000014 0.013900000000000001 -0.27167499999999994 -0.056919999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -5 -8
right_child=-2 -3 3 6 -6 -7 7 -9
leaf_value=0.00057336505520885035 -0.00050233758266954082 -0.00051434715927386001 -0.00079156117200552482 -0.00024223330490159023 0.00021738503093150807 2.431105828400577e-06 0.00069338144834620475 6.5068462758174426e-05
leaf_weight=0.0011742268648499187 0.0010176827730544553 0.0010011098521109296 0.0011278291509572843 0.0011834879832372234 0.0015659055155704928 0.0013384947686187684 0.0014239475520861425 0.0017379497224341771
leaf_count=124 189 363 984 170 736 104 166 285
internal_value=0 4.00835e-05 9.81923e-05 3.1591e-05 -0.000136175 -0.000360655 0.000187266 0.000348027
internal_weight=0 0.010553 0.00955184 0.00837761 0.00403223 0.00246632 0.00434539 0.0031619
internal_count=3121 2932 2569 2445 1824 1088 621 451
is_linear=0
shrinkage=0.00196078


Tree=4730
num_leaves=8
num_cat=0
split_feature=3 39 51 133 3 0 15
split_gain=2.41168e-05 4.08921e-05 4.43904e-05 4.53843e-05 0.000113071 8.7598e-05 5.59583e-05
threshold=0.13524500000000003 0.0046100000000000004 0.08955500000000001 1.0000000180025095e-35 -0.12018999999999998 -0.10607499999999999 -0.095869999999999983
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=0.026595683472092336 0.011721772139097419 0.014637605585048275 -0.024421139121861547 -0.020316906371990975 -0.0097512556026678136 -0.024845741105283793 0.022706663621968184
leaf_weight=0.0013778208947145269 0.0014780193021095107 0.0012406395345109069 0.0010132661967260231 0.0010934564028225362 0.0010754668602874491 0.0015740052113323074 0.0010494814217247225
leaf_count=223 192 335 300 883 88 1001 99
internal_value=0 -0.00212733 -0.00502275 -0.00183718 0.00214306 -0.00696528 0.00627924
internal_weight=0 0.00842414 0.0071835 0.00617023 0.00507677 0.00369895 0.00212495
internal_count=3121 2929 2594 2294 1411 1188 187
is_linear=0
shrinkage=0.1


Tree=4731
num_leaves=9
num_cat=0
split_feature=15 16 52 42 484 52 4 16
split_gain=4.44015e-05 4.70205e-05 8.75901e-05 9.182e-05 6.16878e-05 0.000101863 6.22446e-05 8.33485e-05
threshold=-0.24436499999999997 -0.36241499999999999 0.10744000000000002 0.086325000000000013 0.049355000000000003 -0.087769999999999987 -0.0016099999999999997 -0.078464999999999993
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 -7
right_child=1 2 -4 -5 -6 6 -8 -9
leaf_value=0.00037003025825109009 -0.00034709899934176261 -0.00055647837831848451 0.00048480995224297284 -0.00049967163632449747 0.00047805454047919677 0.00073480703356912293 -0.00019034996157178317 -5.6292837006783398e-05
leaf_weight=0.0010510740604877744 0.0017379174483571876 0.001173888407156559 0.0012566938194400511 0.0015473201814790484 0.0010111972496601555 0.001007046516530519 0.0015277760521013447 0.0010416561230756636
leaf_count=253 248 372 421 723 203 416 207 278
internal_value=0 -5.3033e-05 6.63172e-06 -7.55865e-05 3.83054e-05 -5.53028e-05 0.000109195 0.000332575
internal_weight=0 0.0103035 0.00856558 0.00730888 0.00576156 0.00475037 0.00357648 0.0020487
internal_count=3121 2868 2620 2199 1476 1273 901 694
is_linear=0
shrinkage=0.00196078


Tree=4732
num_leaves=9
num_cat=0
split_feature=47 47 48 3 3 4 3 43
split_gain=7.58324e-05 0.000117189 6.34553e-05 6.50709e-05 9.1405e-05 7.79701e-05 0.000137682 6.38274e-05
threshold=0.13148500000000005 0.10254000000000001 -0.024949999999999996 -0.055119999999999995 0.013900000000000001 0.033845000000000007 0.10299500000000002 -0.084004999999999982
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=0.00043345659886732111 -0.00051832067173460225 0.00064171782987765497 -3.2008709593709776e-05 0.00052391908702895693 -0.00037108679708364384 -0.00047352986096905981 0.00059179867464667722 -0.00053703522033245134
leaf_weight=0.001009040349386983 0.0010363363376465684 0.0011057794882080698 0.0019901432201024105 0.0012421944808797998 0.0011063046442980687 0.0013141314986524072 0.0011798079701229314 0.0018626384323309794
leaf_count=181 65 187 523 341 98 123 94 1509
internal_value=0 3.6926e-05 -3.19887e-05 -8.60015e-05 6.52982e-05 -9.294e-05 0.000125835 -0.000276165
internal_weight=0 0.01081 0.00970426 0.00869522 0.00484244 0.00360024 0.00228611 0.00385278
internal_count=3121 3056 2869 2688 656 315 192 2032
is_linear=0
shrinkage=0.00196078


Tree=4733
num_leaves=10
num_cat=0
split_feature=484 47 47 4 4 3 43 1 16
split_gain=0.000198849 7.5868e-05 0.000181577 7.41074e-05 5.81977e-05 7.54191e-05 4.83368e-05 0.000103943 8.31434e-05
threshold=-1.0000000180025095e-35 0.13148500000000005 0.10254000000000001 0.27834500000000006 0.055260000000000011 0.10299500000000002 -0.0030899999999999994 0.077845000000000011 -0.091114999999999988
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=-0.00084124099641909051 -0.00027842445172708444 -0.00044534331233828941 0.00090279151873501079 0.00049813914219989334 -0.00041654703171180416 0.00044019665163850987 0.00010569769571881707 0.00047883034684332708 -0.00062661175360401969
leaf_weight=0.0010104130984321226 0.0013814398501805674 0.0010078386398809291 0.0010208058280889694 0.001137497732431359 0.0012988844953888048 0.0014067168421671439 0.0011421565622859605 0.0014063860819032116 0.0012467036099166524
leaf_count=515 797 55 121 288 208 104 131 410 492
internal_value=0 6.75097e-05 0.000118988 3.02818e-05 -3.72349e-05 3.76021e-05 -7.17992e-05 0.000103591 -0.000276482
internal_weight=0 0.0110484 0.0100406 0.00901979 0.00788229 0.0065834 0.00517669 0.00278783 0.00238886
internal_count=3121 2606 2551 2430 2142 1934 1830 1207 623
is_linear=0
shrinkage=0.00196078


Tree=4734
num_leaves=7
num_cat=0
split_feature=11 13 12 43 52 4
split_gain=2.25096e-05 3.67459e-05 3.82207e-05 7.84331e-05 8.95684e-05 2.76739e-05
threshold=1.0000000180025095e-35 -0.084034999999999985 0.051320000000000005 -0.032879999999999993 -0.0064899999999999992 -0.077679999999999985
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 4 -6 -7
leaf_value=0.023419935348455108 -0.013351164773880314 0.027138360054561918 -0.014388282245062643 -0.022904584312685702 0.010049661019647193 0.002575603321958388
leaf_weight=0.0011257803127647024 0.0011329069785807827 0.0010040296070089869 0.0018948231798781544 0.0014965724145114476 0.0018373294142078763 0.001466815975872848
leaf_count=214 244 230 1441 176 194 622
internal_value=0 0.00162195 -0.00253971 0.00263579 -0.00474334 0.0116268
internal_weight=0 0.00882535 0.00623275 0.00433793 0.0033339 0.0025926
internal_count=3121 2877 2041 600 370 836
is_linear=0
shrinkage=0.1


Tree=4735
num_leaves=8
num_cat=0
split_feature=52 52 160 0 52 2 3
split_gain=1.92899e-05 5.12629e-05 9.50487e-05 5.91154e-05 4.36364e-05 7.86879e-05 6.64046e-05
threshold=-0.24456499999999998 -0.046924999999999988 -1.0000000180025095e-35 -0.14454499999999995 0.10347000000000002 0.10613000000000002 -0.012939999999999998
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=-0.012983304109120582 -0.0043149118156870815 -0.028151476743996443 -0.0038295549734675542 0.027747512589922044 0.020345571568999868 -0.022288084135636384 0.027978958057556087
leaf_weight=0.0010365368541623747 0.0010015874757615256 0.0012314575447401567 0.0018851416676649076 0.0013503377552665551 0.0011072305222987293 0.0013112673244786328 0.0010068485478185452
leaf_count=364 99 743 892 490 204 210 119
internal_value=0 0.00143158 -0.00312054 0.0140935 0.00268392 -0.00196855 0.0072446
internal_weight=0 0.00889387 0.00654195 0.00235193 0.00531049 0.00420326 0.00289199
internal_count=3121 2757 2168 589 1425 1221 1011
is_linear=0
shrinkage=0.1


Tree=4736
num_leaves=7
num_cat=0
split_feature=4 151 0 12 0 0
split_gain=2.20846e-05 2.65732e-05 5.23392e-05 6.24859e-05 0.000110864 7.97725e-05
threshold=0.27287000000000006 -0.024429999999999997 -0.11756999999999999 0.086850000000000024 -0.019414999999999998 -0.053834999999999994
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5
right_child=-2 2 3 5 -6 -7
leaf_value=0.010892787227906885 0.010746377838997784 -0.019259466570425755 -0.030163724857545478 0.026231083042969856 0.013248323175513456 -0.0077213256474608881
leaf_weight=0.0013181112074667984 0.0015863232853645928 0.0018036540306174669 0.0013558457368798168 0.0015122917830451045 0.0010390983676217985 0.0012758060446715692
leaf_count=451 352 245 562 1176 125 210
internal_value=0 -0.00213038 -0.00458734 0.000518439 -0.0113285 0.0106948
internal_weight=0 0.00830481 0.0069867 0.00518304 0.00239494 0.0027881
internal_count=3121 2769 2318 2073 687 1386
is_linear=0
shrinkage=0.1


Tree=4737
num_leaves=8
num_cat=0
split_feature=15 156 42 15 43 4 2
split_gain=3.48051e-05 4.68896e-05 6.27772e-05 7.03126e-05 9.06345e-05 0.000103416 0.000101563
threshold=-0.24436499999999997 0.084085000000000007 -1.0000000180025095e-35 -0.095869999999999983 -0.084004999999999982 0.0061450000000000003 0.097845000000000015
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=0.00032382911734397604 -0.00035430389917793641 -0.0004458429866020422 -0.00026714272023022648 0.00062789553257389683 -0.00059213363785629546 0.0003932852403464907 0.00018867970253408795
leaf_weight=0.0010664310181093548 0.0016194616638124651 0.0010266904606309997 0.0017996811283899324 0.0013202285445480201 0.0013193423786940976 0.0018699660485976062 0.0012447176487423829
leaf_count=253 777 406 236 280 717 254 198
internal_value=0 -4.84579e-05 -3.98235e-06 7.11219e-05 0.000176916 4.26375e-05 -0.000213089
internal_weight=0 0.0102001 0.0091734 0.00755394 0.00575425 0.00443403 0.00256406
internal_count=3121 2868 2462 1685 1449 1169 915
is_linear=0
shrinkage=0.00196078


Tree=4738
num_leaves=10
num_cat=0
split_feature=47 47 474 160 42 1 0 4 0
split_gain=5.70175e-05 0.000113197 5.8746e-05 7.60289e-05 0.000113466 8.94797e-05 0.000102575 0.000100646 8.09965e-05
threshold=0.13148500000000005 0.10254000000000001 0.084510000000000016 -1.0000000180025095e-35 -0.025789999999999997 0.094385000000000011 -0.084269999999999984 -0.27825499999999997 -0.15931499999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6 -8 -7
right_child=-2 -3 -4 4 5 8 7 -9 -10
leaf_value=-0.00050031068836416137 -0.00044383641555381301 0.00063613134244497782 0.00041688173379141806 -0.0006062595227767152 -0.0004618445373750423 1.0538809264311254e-05 -0.00023638979529069876 0.00061531049078159526 0.00073468584751350437
leaf_weight=0.0014168486348791519 0.0010503597203717118 0.001082087389501136 0.0010000811424909417 0.001027795342164229 0.001625906273431392 0.0011192241247419609 0.0010608170632410152 0.0010730003004275988 0.0012650727606380585
leaf_count=649 65 187 334 540 434 83 39 370 420
internal_value=0 3.4961e-05 -3.2881e-05 -8.52522e-05 -3.25417e-06 9.76189e-05 -9.08189e-05 0.000191892 0.000394761
internal_weight=0 0.0106708 0.00958875 0.00858866 0.00717182 0.00614402 0.00375972 0.00213382 0.0023843
internal_count=3121 3056 2869 2535 1886 1346 843 409 503
is_linear=0
shrinkage=0.00196078


Tree=4739
num_leaves=8
num_cat=0
split_feature=48 1 1 4 42 2 16
split_gain=1.98073e-05 6.87411e-05 5.02422e-05 4.29848e-05 4.68209e-05 5.88335e-05 3.30084e-05
threshold=0.092475000000000016 0.11181500000000001 0.111945 -0.0016099999999999997 1.0000000180025095e-35 0.096540000000000015 -0.094359999999999986
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 -5
right_child=1 -3 -4 6 -6 -7 -8
leaf_value=-0.0083221678320773672 0.027172142382202905 -0.0094762807232879904 0.011584803320980823 -0.030538997957297379 -0.015045692987984938 0.023353453413988447 -0.0060059049467312267
leaf_weight=0.0011255175852746542 0.0010145782424665609 0.0010328112801656034 0.0019454626756020502 0.001076575276363068 0.0013763775376674139 0.0012241137529662156 0.0011179175316845089
leaf_count=607 241 124 374 291 953 245 286
internal_value=0 0.00868474 -0.00235723 -0.00693854 -0.000399359 0.00818024 -0.0180414
internal_weight=0 0.00204739 0.00786596 0.0059205 0.00372601 0.00234963 0.00219449
internal_count=3121 365 2756 2382 1805 852 577
is_linear=0
shrinkage=0.1


Tree=4740
num_leaves=10
num_cat=0
split_feature=484 47 4 42 43 151 1 43 3
split_gain=0.000207542 9.62368e-05 0.000137538 9.80259e-05 0.000147074 8.26676e-05 0.000105936 2.03397e-05 1.04545e-05
threshold=-1.0000000180025095e-35 0.13148500000000005 0.24564500000000003 -1.0000000180025095e-35 -0.074359999999999996 -0.0038099999999999996 0.080000000000000016 -0.092909999999999979 -0.0049599999999999991
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 7 -6 -7 -5 -4
right_child=1 -3 8 4 5 6 -8 -9 -10
leaf_value=-0.00086252789014583918 -0.00051658394867743504 -0.00050920414703627267 0.00072007798034272156 0.00034708886326702574 0.00037395981146534147 0.00012554797679136583 -0.00055087516092086923 0.0007363478303056988 0.0004399140598875672
leaf_weight=0.0010017439306259915 0.0011565712286205699 0.001002751105271405 0.0010311084103226318 0.0010565840494470968 0.0011215074181191568 0.0016647315007003297 0.0019131344839710936 0.0010088824233710934 0.0010173102575936363
leaf_count=515 722 55 187 133 110 397 386 422 194
internal_value=0 6.98156e-05 0.000128053 1.09393e-05 0.000101129 -9.05431e-05 -0.000236145 0.000537223 0.00058094
internal_weight=0 0.0109726 0.00996983 0.00792141 0.00676484 0.00469937 0.00357787 0.00206547 0.00204842
internal_count=3121 2606 2551 2170 1448 893 783 555 381
is_linear=0
shrinkage=0.00196078


Tree=4741
num_leaves=6
num_cat=0
split_feature=42 160 43 16 0
split_gain=2.02602e-05 4.61659e-05 5.40832e-05 5.87838e-05 6.55846e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 -0.056919999999999991 -0.20211999999999997
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.01038224579561435 -0.011556027418232508 0.021550111502397457 -0.0097248446460588972 -0.014779972774280812 0.020269664352749645
leaf_weight=0.0015993648628939627 0.0019499366698535843 0.00165993795543618 0.0011869285530576297 0.001632473668387876 0.0018894267580246147
leaf_count=862 828 482 89 322 538
internal_value=0 0.00190724 0.00602931 0.00055798 0.00869709
internal_weight=0 0.0083187 0.00636877 0.00470883 0.00307636
internal_count=3121 2259 1431 949 627
is_linear=0
shrinkage=0.1


Tree=4742
num_leaves=7
num_cat=0
split_feature=11 2 3 2 0 43
split_gain=2.01054e-05 3.90529e-05 4.57558e-05 3.39624e-05 4.01187e-05 6.54409e-05
threshold=0.078340000000000007 0.099185000000000009 0.12178000000000001 0.091185000000000002 -0.13027499999999997 -0.074359999999999996
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=0.017701199641227922 -0.013253050926081027 0.020102724045400408 -0.0026387013785522948 -0.01874326470799097 0.0057592120031055597 -0.024458799172551435
leaf_weight=0.0010073826762921293 0.0010352314608013885 0.0019116679964870558 0.0016469445844636832 0.0012023742100366677 0.0019621643354645556 0.0011290425522526184
leaf_count=119 208 629 174 381 730 880
internal_value=0 0.00147466 0.00957787 -0.00396514 0.000370219 -0.00527771
internal_weight=0 0.00885958 0.00355861 0.00530096 0.00409859 0.00309121
internal_count=3121 2913 803 2110 1729 1610
is_linear=0
shrinkage=0.1


Tree=4743
num_leaves=7
num_cat=0
split_feature=3 13 48 2 12 52
split_gain=2.01192e-05 4.00078e-05 5.85755e-05 4.6153e-05 5.44346e-05 4.12136e-05
threshold=0.13524500000000003 -0.10278499999999999 0.092475000000000016 0.084245000000000014 0.051320000000000005 -0.0064899999999999992
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=-0.020639702630865696 0.010726446378818802 0.023428624591126514 0.021473341953294037 -0.023964434347327188 -0.0045590170807872938 -0.0013821813712011676
leaf_weight=0.001007874416884969 0.00147147423303163 0.0011037942415431227 0.0011374189907170061 0.0014515174114368679 0.0018760886124501597 0.0018234177126813583
leaf_count=160 192 158 271 679 664 997
internal_value=0 -0.00194948 0.000598785 -0.00319719 0.00580803 -0.0113911
internal_weight=0 0.00840011 0.00739224 0.00625482 0.00297988 0.00327494
internal_count=3121 2929 2769 2498 822 1676
is_linear=0
shrinkage=0.1


Tree=4744
num_leaves=8
num_cat=0
split_feature=4 42 43 15 48 49 0
split_gain=1.96092e-05 3.52102e-05 5.21418e-05 5.25556e-05 7.23526e-05 0.000106798 8.27499e-05
threshold=0.27287000000000006 0.091545000000000015 0.093175000000000022 -0.095244999999999982 0.092475000000000016 -1.0000000180025095e-35 -0.055064999999999996
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=0.01353827423002173 0.010146434600350062 -0.019528112050344437 0.021189429452620964 -0.04219188575021153 0.01570494509965285 0.012344182477139427 -0.022471052980362088
leaf_weight=0.0014633439914306118 0.0015818032065748845 0.0010071281558520816 0.0010366008358956543 0.0010164121597115547 0.0010045182978719153 0.0014338590690324148 0.0013031728452688562
leaf_count=273 352 578 191 353 129 1030 215
internal_value=0 -0.00200646 0.000424894 -0.00303492 -0.00813211 -0.0145115 -0.00423227
internal_weight=0 0.00826504 0.00725791 0.00622131 0.00475796 0.00375344 0.00273703
internal_count=3121 2769 2191 2000 1727 1598 1245
is_linear=0
shrinkage=0.1


Tree=4745
num_leaves=8
num_cat=0
split_feature=49 42 15 15 16 4 43
split_gain=2.27415e-05 5.04069e-05 4.03745e-05 3.65229e-05 0.000107786 4.78036e-05 4.20223e-05
threshold=-0.043469999999999995 0.091545000000000015 -0.040804999999999994 -0.037864999999999989 -0.072359999999999994 -0.059649999999999988 -0.081374999999999989
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=0.022217233178388147 0.0095992057325220027 -0.023316871534749994 -0.0043204392240256025 0.014447250294606652 -0.030889021794236221 0.022718852927179057 -0.011632019700653494
leaf_weight=0.0011223081454958721 0.0014746273661450304 0.0010254122708914376 0.0011719658935110087 0.0010398375883521639 0.0011866079963390034 0.0012635210292001606 0.0015225218230961214
leaf_count=226 397 614 199 212 440 312 721
internal_value=0 -0.00271397 0.0086612 0.000542711 -0.00845393 0.00680067 -0.00104872
internal_weight=0 0.00751253 0.00229427 0.00648712 0.00266124 0.00382588 0.00256236
internal_count=3121 2696 425 2082 837 1245 933
is_linear=0
shrinkage=0.1


Tree=4746
num_leaves=9
num_cat=0
split_feature=474 160 133 133 42 15 1 48
split_gain=4.13554e-05 0.000111473 0.00019802 7.12666e-05 0.000164428 7.896e-05 8.21796e-05 8.25675e-05
threshold=0.084660000000000027 -1.0000000180025095e-35 -1.0000000180025095e-35 0.099660000000000012 0.088060000000000013 1.0000000180025095e-35 0.094385000000000011 0.087555000000000008
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=-0.00050632823647055885 0.00037407461256927266 -0.0007575104340150744 -0.00012446973315428789 -0.00032675324589525966 0.00081751474717526315 -0.00039361100377747316 0.0008137200914062376 6.1001632907191765e-05
leaf_weight=0.0016653207936905322 0.0010082362268204097 0.0010317754361468326 0.0017266358585141016 0.0010082455576999032 0.0014430212729895746 0.0011145081712849413 0.0011427377492230339 0.00109921939793546
leaf_count=736 344 707 205 370 254 169 213 123
internal_value=0 -4.21455e-05 4.80951e-05 0.000158417 0.000233372 6.75427e-05 0.000197049 0.000444666
internal_weight=0 0.0102315 0.00856614 0.00753437 0.00652612 0.0050831 0.00396859 0.00224196
internal_count=3121 2777 2041 1334 964 710 541 336
is_linear=0
shrinkage=0.00196078


Tree=4747
num_leaves=8
num_cat=0
split_feature=15 16 2 48 2 16 2
split_gain=4.30422e-05 6.2441e-05 7.59541e-05 6.60842e-05 7.33062e-05 7.32422e-05 3.50957e-05
threshold=-0.24436499999999997 -0.36241499999999999 0.11093500000000002 0.083985000000000018 0.084245000000000014 -0.078844999999999985 0.097220000000000015
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -6
right_child=1 2 -4 -5 6 -7 -8
leaf_value=0.00037683535433070774 -0.00038091658422255664 0.00036782637487439712 0.0003860855152748833 0.00028866248764487058 -0.00071794752189000585 -0.00024077064203639002 -0.00020542362264760076
leaf_weight=0.0010426112344764484 0.0017301917493779068 0.0013122701505986142 0.0017941199400886261 0.001538796251691012 0.001027582241372404 0.001807326023544296 0.0010271012893923296
leaf_count=253 248 272 343 379 928 452 246
internal_value=0 -4.13569e-05 2.77027e-05 -6.80778e-05 -0.00017417 1.5238e-05 -0.000461746
internal_weight=0 0.0102374 0.0085072 0.00671308 0.00517428 0.0031196 0.00205468
internal_count=3121 2868 2620 2277 1898 724 1174
is_linear=0
shrinkage=0.00196078


Tree=4748
num_leaves=8
num_cat=0
split_feature=52 160 52 51 16 0 3
split_gain=2.12542e-05 7.04569e-05 5.69582e-05 4.73589e-05 4.07114e-05 6.90264e-05 2.30118e-05
threshold=-0.046924999999999988 -1.0000000180025095e-35 -0.088204999999999992 -0.095144999999999993 -0.056919999999999991 -0.11756999999999999 -0.078934999999999991
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=0.012070705622080796 -0.025159723375751855 -0.0092956651680561175 0.023334579127596036 -0.018000240374086814 -0.011599772914036815 0.0086876244720679556 0.029240615049036134
leaf_weight=0.0010023477052671101 0.0012097762968716922 0.0014694545171394734 0.0012480690433851614 0.0010968236175462431 0.0016184488771755962 0.0011130513036357258 0.001066941326080892
leaf_count=260 743 200 273 420 206 701 318
internal_value=0 -0.00339675 0.00641696 -0.00364146 0.00160113 0.00745544 0.0187468
internal_weight=0 0.00647767 0.00334724 0.00209917 0.0052679 0.00364945 0.00217999
internal_count=3121 2168 953 680 1425 1219 1019
is_linear=0
shrinkage=0.1


Tree=4749
num_leaves=7
num_cat=0
split_feature=484 133 13 3 4 1
split_gain=2.17031e-05 4.11462e-05 5.88556e-05 8.05777e-05 4.77192e-05 6.76525e-05
threshold=0.084040000000000017 -0.0061299999999999992 -0.0030199999999999997 -0.077774999999999983 0.0061450000000000003 0.11414000000000001
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -6
right_child=-2 2 4 -5 5 -7
leaf_value=-0.020096593804357299 0.013130392071695357 -0.007192541369645364 -0.018380926570543962 0.025455495632829585 0.015639168985822995 -0.017187125024341523
leaf_weight=0.0010694488294499382 0.0011083557640886891 0.0013208003521379989 0.0019188232921382017 0.00176772277479878 0.001556061112768702 0.0010524702252232769
leaf_count=766 368 717 478 560 158 74
internal_value=0 -0.00172902 0.000850219 0.0114936 -0.00641063 0.00239467
internal_weight=0 0.00868533 0.00761588 0.00308852 0.00452735 0.00260853
internal_count=3121 2753 1987 1277 710 232
is_linear=0
shrinkage=0.1


Tree=4750
num_leaves=9
num_cat=0
split_feature=15 49 42 15 16 4 4 1
split_gain=4.46318e-05 4.26261e-05 7.03671e-05 7.83615e-05 6.14109e-05 5.17429e-05 4.90661e-05 6.29367e-05
threshold=-0.24436499999999997 -0.043469999999999995 0.091545000000000015 -0.037864999999999989 -0.095964999999999981 0.0052350000000000009 -0.059649999999999988 0.080585000000000004
decision_type=2 2 2 2 2 2 2 2
left_child=-1 5 3 4 -3 -2 7 -5
right_child=1 2 -4 6 -6 -7 -8 -9
leaf_value=0.00037350657377328058 -0.00011131546378261684 -3.2636474230407768e-05 -0.00058621422116038769 0.00016585543419459439 -0.00070208402608856572 0.00043517464314924879 0.0004013671044544147 -0.0004361005044088544
leaf_weight=0.0010602450991977668 0.0013211790438729454 0.0010860083300644004 0.001085446245194255 0.0019389473586285512 0.0010231912721293962 0.0013434481426517219 0.001425739401668593 0.0010185862052579878
leaf_count=253 261 214 530 600 454 164 312 333
internal_value=0 -4.91014e-05 -0.000124109 -4.68521e-05 -0.000357391 0.000164213 0.000102577 -4.14606e-05
internal_weight=0 0.0102425 0.00757792 0.00649247 0.0021092 0.00266463 0.00438327 0.00295753
internal_count=3121 2868 2443 1913 668 425 1245 933
is_linear=0
shrinkage=0.00196078


Tree=4751
num_leaves=10
num_cat=0
split_feature=47 1 4 48 42 4 3 3 15
split_gain=8.46802e-05 7.92411e-05 0.00014253 8.19167e-05 5.33864e-05 8.9154e-05 8.24481e-05 0.00010245 6.72231e-05
threshold=0.13148500000000005 0.111945 0.24564500000000003 0.093265000000000015 0.086325000000000013 -1.0000000180025095e-35 -0.08824499999999999 0.013900000000000001 -0.092489999999999989
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 -1 -8 -7
right_child=-2 2 -4 -5 -6 8 7 -9 -10
leaf_value=-0.00032330497213168289 -0.00055440408522564261 -7.5881113525250751e-05 0.00086160858461806905 0.00046154658162580851 -0.00047066225296886472 -0.00071701145752325716 0.00081488698077846974 1.0339640614733155e-05 -7.7524783373207819e-06
leaf_weight=0.0010389727529712595 0.0010125282163159005 0.0013973478177695415 0.0011258427296666875 0.0010276427414148996 0.001420779290443896 0.0010519139158948632 0.0010150452679303537 0.0015193402818190274 0.0010042692521918667
leaf_count=459 65 180 264 226 882 153 553 139 200
internal_value=0 3.91026e-05 0.000342425 -5.56416e-05 -0.000131026 -4.53089e-05 0.00014187 0.000332568 -0.000370599
internal_weight=0 0.0106012 0.00252319 0.00807796 0.00705032 0.00562954 0.00357336 0.00253439 0.00205618
internal_count=3121 3056 444 2612 2386 1504 1151 692 353
is_linear=0
shrinkage=0.00196078


Tree=4752
num_leaves=7
num_cat=0
split_feature=4 151 0 47 12 15
split_gain=2.00657e-05 2.64652e-05 6.15942e-05 5.83965e-05 8.0655e-05 9.98081e-05
threshold=0.27834500000000006 -0.024429999999999997 -0.11756999999999999 0.092165000000000011 0.086850000000000024 0.088345000000000021
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=0.011033670492286426 0.010490622032344923 -0.020319587197844463 -0.024025335692662082 0.018712640423629325 -0.011582550076985373 0.030011958470112399
leaf_weight=0.0013121948981296531 0.0015229179174824732 0.0018105942200065698 0.0014320783003580555 0.0013814849078743604 0.0013607125634434595 0.0010014808793393794
leaf_count=452 340 253 603 205 718 550
internal_value=0 -0.00199689 -0.00444432 0.0011092 -0.00530017 0.00605195
internal_weight=0 0.00829855 0.00698635 0.00517576 0.00379427 0.00236219
internal_count=3121 2781 2329 2076 1871 1268
is_linear=0
shrinkage=0.1


Tree=4753
num_leaves=8
num_cat=0
split_feature=0 1 2 3 12 52 4
split_gain=1.93046e-05 3.44129e-05 4.82303e-05 9.2774e-05 3.79144e-05 3.18202e-05 1.82013e-05
threshold=1.0000000180025095e-35 0.077565000000000009 1.0000000180025095e-35 0.013900000000000001 0.088305000000000008 -0.0064899999999999992 -0.46376499999999993
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=-0.017266634014215687 -0.000720900620204906 -0.024168101750229286 0.033435427104165187 -0.011747720304940331 0.00044920317606650975 0.0093792048125580802 0.018093345700460391
leaf_weight=0.0012881202650671889 0.0010429847561038541 0.0010884960448159697 0.0010272095361167494 0.0014852674294696909 0.0014713030876348165 0.0013709203649227703 0.0010142025526196964
leaf_count=1552 164 218 270 166 431 159 161
internal_value=0 -0.00234535 0.000637705 0.00766206 -0.0100187 -0.00160716 0.00855461
internal_weight=0 0.00773132 0.0064432 0.0038834 0.0025598 0.00285619 0.00205719
internal_count=3121 2796 1244 595 649 325 325
is_linear=0
shrinkage=0.1


Tree=4754
num_leaves=8
num_cat=0
split_feature=52 160 52 2 52 2 0
split_gain=2.10404e-05 6.19418e-05 4.72194e-05 4.71339e-05 4.02763e-05 7.81206e-05 5.39266e-05
threshold=-0.046924999999999988 -1.0000000180025095e-35 -0.088204999999999992 0.089885000000000007 0.10347000000000002 0.10613000000000002 -0.084269999999999984
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 -3
right_child=1 4 -4 -5 -6 -7 -8
leaf_value=-0.01826246106418928 -0.023780905426206405 -0.0054367702269358976 0.021854440722998164 0.011867951535368191 0.018378143744691877 -0.02347901496794607 0.022567147440361077
leaf_weight=0.0010115077391077607 0.0012090497226027192 0.0016662532266936187 0.0012410234418413165 0.0010667051539787527 0.0010958982462389048 0.0013003652990329767 0.0011708440205312532
leaf_count=290 743 493 273 390 204 210 518
internal_value=0 -0.00338064 0.00641981 -0.00279712 0.00133239 -0.00318256 0.00612019
internal_weight=0 0.00644241 0.00331924 0.00207821 0.00523336 0.00413746 0.0028371
internal_count=3121 2168 953 680 1425 1221 1011
is_linear=0
shrinkage=0.1


Tree=4755
num_leaves=9
num_cat=0
split_feature=15 16 48 0 0 52 16 43
split_gain=4.94601e-05 8.1591e-05 7.05428e-05 6.65806e-05 7.93716e-05 6.17814e-05 3.55999e-05 4.71053e-05
threshold=-0.24436499999999997 -0.36241499999999999 0.092475000000000016 -0.10607499999999999 -0.077999999999999986 -0.0064899999999999992 0.16703000000000004 -0.074359999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 -3 -6 -8
right_child=1 2 -4 4 6 -7 7 -9
leaf_value=0.0003884755668187947 -0.000433658662354439 -5.8609049077403363e-05 0.00044591478378411237 -0.00059714351607088997 0.00018809217050026172 0.00058719899633831202 9.5959663685671071e-05 -0.00050460471531126819
leaf_weight=0.0010747214299177072 0.0017933855231859223 0.0012980144970425184 0.0013054725271154878 0.0012863914032660382 0.0016019568479648067 0.0010147641772967229 0.0010059746078881771 0.0010025242750358989
leaf_count=253 248 140 291 1272 483 98 137 199
internal_value=0 -5.35467e-05 2.65097e-05 -4.94335e-05 -0.000178929 0.000224748 -2.99214e-05 -0.000203807
internal_weight=0 0.0103085 0.0085151 0.00720963 0.00489685 0.00231278 0.00361046 0.0020085
internal_count=3121 2868 2620 2329 2091 238 819 336
is_linear=0
shrinkage=0.00196078


Tree=4756
num_leaves=7
num_cat=0
split_feature=50 484 43 51 49 12
split_gain=2.12577e-05 3.84309e-05 3.69414e-05 4.93195e-05 5.28488e-05 5.28741e-05
threshold=0.088425000000000017 0.084040000000000017 -0.14968999999999996 -0.0078149999999999973 -0.043469999999999995 0.086915000000000006
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=0.012441047995844055 -0.013076544465945139 0.019649967331220541 0.014408144363537663 0.0058971263575671867 -0.0060531265514070032 -0.032299253767228496
leaf_weight=0.0016412219076722074 0.0011106032283833842 0.0010400181992783119 0.0011203671775390873 0.0016150334859149737 0.0019740971209528547 0.0012558589375538478
leaf_count=212 560 323 411 266 594 755
internal_value=0 0.00162012 -0.000845029 -0.00450037 -0.00887282 -0.016258
internal_weight=0 0.0086466 0.00760658 0.00596536 0.00484499 0.00322996
internal_count=3121 2561 2238 2026 1615 1349
is_linear=0
shrinkage=0.1


Tree=4757
num_leaves=9
num_cat=0
split_feature=484 15 42 52 42 3 15 1
split_gain=0.000184105 8.54235e-05 0.000191294 8.01992e-05 0.000138129 0.000146686 0.000217493 0.00015567
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.083995000000000014 0.10744000000000002 0.083935000000000023 -0.086049999999999988 -0.016799999999999995 0.11181500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 -2 7 -7
right_child=1 2 -4 -5 -6 6 -8 -9
leaf_value=-0.0008008662345209026 0.00090845192388996107 -0.00066809598503568936 0.00038633036879239896 0.0005895919200128196 -0.00040428852819744318 0.00014072081989940767 0.00074279346788957274 -0.0007783152699436845
leaf_weight=0.0010267776722120243 0.0010072971193444526 0.0016091455478130729 0.0011232553759916251 0.0014179786940702772 0.001721117974217542 0.0018298291702247723 0.0013112838561083785 0.0011564185152080017
leaf_count=515 253 588 493 251 471 302 99 149
internal_value=0 6.67138e-05 -0.000234635 0.000164228 7.83813e-05 0.00023498 7.71257e-05 -0.000215174
internal_weight=0 0.0111763 0.0027324 0.00844393 0.00702595 0.00530483 0.00429753 0.00298625
internal_count=3121 2606 1081 1525 1274 803 550 451
is_linear=0
shrinkage=0.00196078


Tree=4758
num_leaves=8
num_cat=0
split_feature=48 2 159 3 43 1 4
split_gain=5.24234e-05 9.98128e-05 5.97963e-05 6.56412e-05 6.6208e-05 6.26662e-05 6.12707e-05
threshold=0.12474000000000002 0.113445 0.082585000000000006 -0.078934999999999991 -0.084004999999999982 0.089175000000000018 0.061775000000000004
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=1.0834177459400754e-05 -0.00043777357035790226 0.00045295053625325749 -0.00047011976473311989 0.00041277420115742582 -0.00060572648486056902 -0.00032807206143801646 0.00025744579979113954
leaf_weight=0.0017149754969163415 0.0010091818420229085 0.0017820816368687596 0.0011634123567905415 0.0019940154680122136 0.0010985155128302253 0.0014150169529986267 0.0013357453258082198
leaf_count=449 102 435 361 373 966 316 119
internal_value=0 3.01001e-05 -5.62999e-05 7.3976e-06 -0.000229899 0.000148107 -4.37499e-05
internal_weight=0 0.0105038 0.00872168 0.00755827 0.00281349 0.00474478 0.00275076
internal_count=3121 3019 2584 2223 1415 808 435
is_linear=0
shrinkage=0.00196078


Tree=4759
num_leaves=9
num_cat=0
split_feature=48 4 42 43 42 13 16 3
split_gain=3.89243e-05 8.03639e-05 6.14728e-05 4.87544e-05 5.1459e-05 7.29282e-05 0.000100974 4.90091e-05
threshold=0.11951500000000001 0.27834500000000006 0.091735000000000025 0.093175000000000022 -1.0000000180025095e-35 -0.033284999999999988 -0.010699999999999999 -0.078934999999999991
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=-0.00037906056593699331 -0.00037120186080490954 0.0004813076230166876 -0.00049208568628047436 0.00040006078845761825 -0.00051795738538560298 -3.8726124422082441e-05 0.00074128876418805669 6.8409165760455995e-05
leaf_weight=0.0013835399711836964 0.0010274516938849924 0.0013125512256084585 0.001018067467204572 0.0011130065394389143 0.0010628414670171701 0.0016305059938730394 0.0010482933976205472 0.0011313896529217382
leaf_count=675 114 314 530 189 708 152 243 196
internal_value=0 3.01463e-05 -4.04542e-05 2.19362e-05 -4.53299e-05 4.94222e-05 0.000266517 -0.000215615
internal_weight=0 0.0097002 0.00838764 0.00736958 0.00625657 0.00487303 0.0026788 0.00219423
internal_count=3121 3007 2693 2163 1974 1299 395 904
is_linear=0
shrinkage=0.00196078


Tree=4760
num_leaves=8
num_cat=0
split_feature=4 42 43 49 0 3 15
split_gain=1.82983e-05 2.66733e-05 5.21391e-05 5.30639e-05 9.65337e-05 7.48133e-05 7.05443e-05
threshold=0.27287000000000006 0.091545000000000015 0.093175000000000022 -0.006494999999999999 -0.083914999999999976 -0.088084999999999983 -0.065449999999999994
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=0.00198635527994409 0.009777382219158165 -0.017249627388132894 0.021084166511001208 0.02051486808475992 0.0099837398167103679 -0.026647514385079119 -0.034405737874371713
leaf_weight=0.0010730584951714162 0.0015832083381665642 0.0010023004055363322 0.001022304302723898 0.0018222942853190686 0.0010009595952272094 0.0012585647720591657 0.0010576807545073055
leaf_count=188 352 578 191 756 364 427 265
internal_value=0 -0.0019611 0.000156941 -0.00328673 0.0033906 -0.01042 -0.0160784
internal_weight=0 0.00823716 0.00723486 0.00621256 0.00408182 0.00225952 0.00213074
internal_count=3121 2769 2191 2000 1547 791 453
is_linear=0
shrinkage=0.1


Tree=4761
num_leaves=9
num_cat=0
split_feature=133 159 12 3 49 15 3 15
split_gain=5.65841e-05 5.66131e-05 7.99452e-05 0.000151052 5.5837e-05 0.000129263 8.77963e-05 8.11796e-05
threshold=0.099660000000000012 0.091005000000000016 0.09334000000000002 -0.10831999999999999 -0.006494999999999999 -0.016799999999999995 0.095270000000000007 -0.074054999999999996
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=0.00083900076382876923 -0.0004398273744689804 -0.00040257706034341016 -0.00026612368377770167 0.0001765061714759236 0.00030148654061248941 0.00060386774782913619 -0.00048687111502026273 -0.00057602781266230182
leaf_weight=0.0011292710683569367 0.0010588960126254902 0.0010169729942454001 0.0019607372266486562 0.0011287279540658699 0.0010239447754569562 0.0017063240742307586 0.0011565686571876135 0.0010770053297278895
leaf_count=154 483 345 491 174 457 666 109 242
internal_value=0 3.63833e-05 8.49982e-05 0.000180328 5.82418e-05 0.000199648 -0.000116667 -0.000190938
internal_weight=0 0.0101996 0.00918258 0.00722184 0.00609257 0.00388684 0.00218051 0.00220573
internal_count=3121 2638 2293 1802 1648 1232 566 416
is_linear=0
shrinkage=0.00196078


Tree=4762
num_leaves=8
num_cat=0
split_feature=16 43 1 13 2 2 4
split_gain=2.13446e-05 5.79129e-05 5.22041e-05 6.04377e-05 4.70582e-05 4.52357e-05 8.91043e-05
threshold=0.38525000000000004 0.084740000000000024 1.0000000180025095e-35 -0.0025349999999999995 1.0000000180025095e-35 0.11215000000000001 0.0061450000000000003
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -5
right_child=-2 -3 3 5 -6 -7 -8
leaf_value=-0.016070031304759185 0.011233022296368861 -0.022390335943010996 0.0043731263102743936 -0.014815880017021655 0.034656051106304583 -0.018149100599660944 0.022588018166057169
leaf_weight=0.0013826260498457071 0.00142743062138457 0.0011939815351980207 0.001037812305804457 0.0011744161964448384 0.0010150205906365557 0.0011857531789973672 0.0013915149423009048
leaf_count=1309 311 301 464 227 269 125 115
internal_value=0 -0.0019957 0.00139241 0.00555193 0.0193465 -0.00199612 0.00546841
internal_weight=0 0.00838112 0.00718714 0.00580452 0.00205283 0.00375168 0.00256593
internal_count=3121 2810 2509 1200 733 467 342
is_linear=0
shrinkage=0.1


Tree=4763
num_leaves=8
num_cat=0
split_feature=0 12 47 2 13 52 43
split_gain=2.17213e-05 4.30701e-05 4.75333e-05 4.03599e-05 3.86455e-05 3.49644e-05 2.39534e-05
threshold=-0.060129999999999996 0.088615000000000013 1.0000000180025095e-35 0.10097500000000002 -0.0072999999999999992 -0.066844999999999988 -0.079734999999999986
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 6 -1 -6 -2
right_child=3 -3 -4 -5 5 -7 -8
leaf_value=0.02214268553761338 0.0041667389514560638 -0.016978978654270713 -0.014676595279299487 -0.007769016884449146 -0.01212843354101952 0.013235695628075207 0.025513174549871127
leaf_weight=0.0012034058969935374 0.0010434624325390493 0.0017255496592092504 0.001310117998382264 0.001249967342158799 0.001153714885801196 0.0010275164620541714 0.001059356921493279
leaf_count=931 107 1091 190 311 114 222 155
internal_value=0 -0.00346905 0.0014965 0.0064616 0.00775675 -0.000180109 0.0149206
internal_weight=0 0.0064203 0.00469476 0.00335279 0.00338464 0.00218123 0.00210282
internal_count=3121 2548 1457 573 1267 336 262
is_linear=0
shrinkage=0.1


Tree=4764
num_leaves=8
num_cat=0
split_feature=49 42 15 16 4 52 4
split_gain=2.13369e-05 4.04611e-05 3.6137e-05 9.93846e-05 4.32375e-05 3.96135e-05 2.84893e-05
threshold=-0.043469999999999995 0.091545000000000015 -0.037864999999999989 -0.072359999999999994 -0.059649999999999988 0.077655000000000016 0.0052350000000000009
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=-0.0027274453363805061 0.0085330202387068135 -0.02116730860811444 -0.012161703359682542 -0.030563373806878402 0.021701310972084178 0.012893126330352226 0.019605923705100961
leaf_weight=0.0011463179042896956 0.0014737943766455646 0.0010183031239759102 0.0014115682324085464 0.0011635044292872807 0.001256162248855944 0.001141237846087441 0.0011384310650316494
leaf_count=261 397 614 466 440 312 467 164
internal_value=0 -0.00264342 0.000282755 -0.00871524 0.0065129 -0.000960884 0.00840069
internal_weight=0 0.00746457 0.00644627 0.0026373 0.00380897 0.00255281 0.00228475
internal_count=3121 2696 2082 837 1245 933 425
is_linear=0
shrinkage=0.1


Tree=4765
num_leaves=8
num_cat=0
split_feature=48 48 51 1 42 4 4
split_gain=3.23714e-05 7.78152e-05 8.06118e-05 8.2784e-05 7.15491e-05 0.00011809 8.69901e-05
threshold=0.11951500000000001 0.093265000000000015 0.086310000000000012 0.111945 0.086325000000000013 -1.0000000180025095e-35 -0.084369999999999987
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=-4.6305064842828879e-05 -0.00033762763961072692 0.00052795000741142825 -0.00055129265881966635 0.00039095716626447489 -0.00050522033660107451 -0.00041031806552508325 0.0006142043029285512
leaf_weight=0.0017045435877105764 0.0010446534634350113 0.0010573012284204484 0.0010271219792623168 0.0018835626653926603 0.0012149256346001914 0.0015631489536570981 0.0013931721018566308
leaf_count=413 114 239 325 328 776 322 604
internal_value=0 2.53886e-05 -3.5086e-05 3.32453e-05 -8.1424e-05 2.9045e-05 0.000250754
internal_weight=0 0.00984378 0.00878647 0.00775935 0.00587579 0.00466086 0.00309772
internal_count=3121 3007 2768 2443 2115 1339 1017
is_linear=0
shrinkage=0.00196078


Tree=4766
num_leaves=8
num_cat=0
split_feature=133 0 42 15 15 16 1
split_gain=4.05036e-05 5.59154e-05 5.35686e-05 0.000108296 8.40595e-05 0.000147219 7.429e-05
threshold=0.099660000000000012 1.0000000180025095e-35 0.091295000000000015 0.024640000000000006 -0.016799999999999995 -0.056919999999999991 0.10752500000000002
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=-0.00014025545720501272 -0.00037149308326934089 0.00035891918114637082 0.00033843481061839574 -0.00062849222044534885 0.00044891117282889217 -0.00064199978005051624 0.00048323404524907183
leaf_weight=0.0016887526883458807 0.0010094816166985833 0.0017499175863816959 0.0012977688852557632 0.001210131889379175 0.0013303102950889788 0.0013865879622313193 0.0013005943216064736
leaf_count=340 483 292 408 692 270 470 166
internal_value=0 4.06829e-05 -2.71132e-05 -9.57035e-05 1.72857e-05 -0.000113931 0.00013101
internal_weight=0 0.00996406 0.00821415 0.00691638 0.00570625 0.00437593 0.00298935
internal_count=3121 2638 2346 1938 1246 976 506
is_linear=0
shrinkage=0.00196078


Tree=4767
num_leaves=8
num_cat=0
split_feature=0 1 150 16 16 3 2
split_gain=1.90509e-05 4.90498e-05 5.41343e-05 7.30685e-05 8.5911e-05 4.08305e-05 4.72949e-05
threshold=-0.060129999999999996 0.08592000000000001 0.076925000000000007 -0.056919999999999991 -0.27167499999999994 0.076840000000000006 0.090675000000000019
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -2
right_child=5 2 -4 -5 -6 -7 -8
leaf_value=-0.020048470326380782 0.029575672028869668 -0.01723938970989428 0.01830678791593433 -0.027581689383334846 0.019228833595575104 -0.01028568014811504 0.00071724357360740377
leaf_weight=0.0013673060280109386 0.0010201843570976363 0.001120071973816127 0.0013657094898666903 0.0010316778444601276 0.0015261727368640976 0.0010499991585895645 0.0012809481163646556
leaf_count=1567 150 137 227 314 303 125 298
internal_value=0 -0.00324896 0.00130531 -0.00500779 0.00379298 0.0060551 0.0135113
internal_weight=0 0.00641094 0.00504363 0.00367792 0.00264624 0.00335113 0.00230113
internal_count=3121 2548 981 754 440 573 448
is_linear=0
shrinkage=0.1


Tree=4768
num_leaves=8
num_cat=0
split_feature=42 40 50 16 48 4 43
split_gain=5.89298e-05 9.22317e-05 7.03759e-05 7.28703e-05 0.000113213 7.55415e-05 0.000119231
threshold=-0.095859999999999987 -0.013874999999999998 0.088425000000000017 -0.094359999999999986 0.085875000000000021 0.0052350000000000009 -0.084004999999999982
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -5
right_child=1 2 -4 5 -6 -7 -8
leaf_value=-0.00045608606734940201 0.00054864771595778967 0.00010078529346673196 -0.00049126955480891855 0.00040880466926897181 -0.00068240249318697664 0.00049885003041157561 -0.00035658620069215597
leaf_weight=0.0010086802699055897 0.0012116631695005152 0.0018144350109094349 0.0011040695335204015 0.0014576803440727974 0.0011653920125587612 0.0018308905968192207 0.0016893722082570268
leaf_count=241 295 367 493 330 102 240 1053
internal_value=0 4.05725e-05 -2.73625e-05 3.70005e-05 -0.000205515 0.000182172 -2.06552e-06
internal_weight=0 0.0102735 0.00906184 0.00795777 0.00297983 0.00497794 0.00314705
internal_count=3121 2880 2585 2092 469 1623 1383
is_linear=0
shrinkage=0.00196078


Tree=4769
num_leaves=7
num_cat=0
split_feature=2 13 2 0 0 15
split_gain=2.1637e-05 4.3656e-05 4.22124e-05 3.1551e-05 7.13235e-05 2.85745e-05
threshold=0.099185000000000009 -0.08971999999999998 0.091185000000000002 -0.060129999999999996 -0.10607499999999999 -0.074054999999999996
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=0.0103415489467308 0.020127341965696766 0.0098063893555726794 -0.020355496802630713 0.013352339459565672 -0.019762635119825983 -0.011056141698775597
leaf_weight=0.0015478540406045529 0.0013621228832743416 0.0011719853593923351 0.0012373840139475638 0.0013407296451629427 0.0016010753330853395 0.0014926644809470041
leaf_count=199 200 308 403 194 1406 411
internal_value=0 0.00556419 -0.00400206 0.000505076 -0.00496494 -0.00188023
internal_weight=0 0.00402677 0.00572704 0.00448966 0.00314893 0.00266465
internal_count=3121 919 2202 1799 1605 719
is_linear=0
shrinkage=0.1


Tree=4770
num_leaves=7
num_cat=0
split_feature=52 13 3 2 3 15
split_gain=1.92528e-05 4.74044e-05 5.30622e-05 5.27606e-05 3.80256e-05 0.000125294
threshold=0.11434500000000002 -0.23438999999999996 0.10893000000000001 0.10613000000000002 -0.08824499999999999 -0.016799999999999995
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=0.021609087822739806 -0.011342046361336237 -0.014453685534103578 -0.022534495207594141 0.020922240015532494 -0.01424218108540635 0.023878993635704407
leaf_weight=0.0010476357242035729 0.0013066770834627072 0.0016966441867347854 0.0010004553737217731 0.0012215821528240292 0.0018192424793101367 0.0016388755808078195
leaf_count=137 501 542 89 407 656 789
internal_value=0 0.00170384 -0.00112306 0.00223642 -0.00219177 0.00382425
internal_weight=0 0.00842444 0.0073768 0.00637634 0.00515476 0.00345812
internal_count=3121 2620 2483 2394 1987 1445
is_linear=0
shrinkage=0.1


Tree=4771
num_leaves=8
num_cat=0
split_feature=484 133 42 16 16 2 4
split_gain=2.02265e-05 3.87459e-05 4.37634e-05 4.76749e-05 8.62745e-05 6.81126e-05 4.11915e-05
threshold=0.084040000000000017 -0.0061299999999999992 0.088060000000000013 -0.36241499999999999 -0.029084999999999996 0.096540000000000015 -0.0016099999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 -5
right_child=-2 2 -4 4 5 -7 -8
leaf_value=-0.01968069375994988 0.012743749359087304 -0.022089563531845671 0.015293241535790626 0.029609344342062079 -0.030184721280384175 0.0029345783671349511 0.0028006084190037276
leaf_weight=0.0010491397757145041 0.0010972633546347454 0.0010878127048766896 0.0016379532654683575 0.0010545918000528978 0.001113970576485496 0.0014030853047205495 0.0012553958279750864
leaf_count=766 368 186 703 338 342 249 169
internal_value=0 -0.00167326 0.000828106 -0.00317761 0.00108435 -0.011723 0.0150398
internal_weight=0 0.00860195 0.00755281 0.00591486 0.00482704 0.00251706 0.00230999
internal_count=3121 2753 1987 1284 1098 591 507
is_linear=0
shrinkage=0.1


Tree=4772
num_leaves=9
num_cat=0
split_feature=133 50 3 156 15 15 2 150
split_gain=4.17639e-05 5.58654e-05 6.28405e-05 5.91984e-05 5.748e-05 7.67915e-05 7.25745e-05 6.11109e-05
threshold=0.099660000000000012 0.079410000000000008 -0.13927999999999999 0.084085000000000007 -0.016799999999999995 -0.10653 0.090545000000000014 0.085075000000000026
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=0.00049015185280994146 -0.00037622916099302876 -0.00035016580317821908 0.00031435698966053019 -0.00041673753311120739 0.00070100176161756234 -0.00054399545478079877 5.9535420455113622e-05 8.6062011946068203e-05
leaf_weight=0.0012725004456181745 0.0010658286918831363 0.0012880356042085641 0.0012789110662497754 0.0010339928021818896 0.0010659350901056123 0.0014085955778212948 0.0018637349445038286 0.0010207578585156765
leaf_count=237 483 490 302 331 532 345 250 151
internal_value=0 3.16232e-05 8.66024e-05 1.96679e-05 8.76469e-05 -7.45326e-05 0.000292927 -0.00027926
internal_weight=0 0.0102325 0.00894443 0.00767193 0.00663793 0.00370826 0.00292967 0.00242935
internal_count=3121 2638 2148 1911 1580 798 782 496
is_linear=0
shrinkage=0.00196078


Tree=4773
num_leaves=9
num_cat=0
split_feature=15 156 42 16 43 0 2 49
split_gain=5.00004e-05 5.20982e-05 7.31405e-05 7.97857e-05 8.59121e-05 0.000110431 7.64292e-05 4.95762e-05
threshold=-0.24436499999999997 0.084085000000000007 -1.0000000180025095e-35 -0.36241499999999999 -0.074359999999999996 -0.10151999999999999 0.10060500000000001 -0.009244999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 7 -7 -6
right_child=1 -3 3 4 5 6 -8 -9
leaf_value=0.00040454807315919584 -0.00037529096740157402 -0.00046284799998901722 -0.00030234491376011159 0.00054104575685140152 5.9642178936924281e-05 -0.00067927025346621031 8.2708116430308017e-05 0.0006622564024008859
leaf_weight=0.0010694506402711699 0.0016014766620510027 0.0010141152144990959 0.0016047352712268955 0.0018510987465210887 0.0010996917989570809 0.0010015407155379216 0.0010230762919443807 0.0010041387329442868
leaf_count=253 777 406 191 607 71 557 166 93
internal_value=0 -4.10956e-05 5.46619e-06 8.58659e-05 0.00019005 3.26721e-05 -0.000294229 0.000347264
internal_weight=0 0.0101999 0.00918576 0.00758428 0.00597955 0.00412845 0.00202462 0.00210383
internal_count=3121 2868 2462 1685 1494 887 723 164
is_linear=0
shrinkage=0.00196078


Tree=4774
num_leaves=7
num_cat=0
split_feature=4 16 2 2 15 1
split_gain=2.0962e-05 2.9288e-05 5.44419e-05 6.64608e-05 5.25778e-05 4.70568e-05
threshold=0.27287000000000006 -0.088394999999999987 0.10644500000000001 0.090050000000000005 -0.094549999999999981 0.091900000000000023
decision_type=2 2 2 2 2 2
left_child=1 4 3 5 -1 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.0052589698064919579 0.010550052909955119 0.017222535045679936 0.018481843722270873 -0.022180441141340046 -0.023339685783142567 -0.0091170110272432575
leaf_weight=0.0011441059115979029 0.0015669371856638472 0.0014641471899140943 0.0014765171119433054 0.0013392444326877223 0.0014673033105593492 0.0012636868764421328
leaf_count=198 352 915 387 509 451 309
internal_value=0 -0.00207855 0.0020346 -0.00393643 -0.0108101 0.00502057
internal_weight=0 0.008155 0.0055436 0.00406708 0.00261141 0.00272783
internal_count=3121 2769 2120 1733 649 1224
is_linear=0
shrinkage=0.1


Tree=4775
num_leaves=9
num_cat=0
split_feature=42 40 47 50 4 43 0 48
split_gain=4.23962e-05 7.55052e-05 7.63063e-05 6.89732e-05 8.20886e-05 7.85104e-05 0.000115799 9.23198e-05
threshold=-0.095859999999999987 -0.013874999999999998 0.10904500000000002 0.07826000000000001 0.24564500000000003 -0.084004999999999982 -0.10096999999999999 0.086035000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 -7
right_child=1 2 -4 -5 -6 6 -8 -9
leaf_value=-0.00039391935696879524 0.00048511938384845595 0.00038051413587191646 -0.00054313041412945053 -0.00044091736477038841 0.00054121315970919565 0.00039757513221486254 -0.00055431672347185904 -0.00035681070435350618
leaf_weight=0.0010159409877961217 0.0012147006071972942 0.0015146888561231283 0.001011355391502375 0.0010504162868073628 0.0013071693434681692 0.0016502986923012416 0.0016084812447996594 0.0010025923865023267
leaf_count=241 295 357 147 494 232 140 1138 77
internal_value=0 2.58137e-05 -3.51944e-05 2.79635e-05 9.74967e-05 -2.9199e-06 -0.00013921 0.000112474
internal_weight=0 0.0103597 0.009145 0.00813365 0.00708323 0.00577606 0.00426137 0.00265289
internal_count=3121 2880 2585 2438 1944 1712 1355 217
is_linear=0
shrinkage=0.00196078


Tree=4776
num_leaves=9
num_cat=0
split_feature=147 11 16 2 48 3 43 12
split_gain=5.69564e-05 5.88445e-05 5.88018e-05 7.41063e-05 6.74836e-05 6.73333e-05 9.17133e-05 5.38789e-05
threshold=1.0000000180025095e-35 0.079915000000000014 -0.36241499999999999 0.10912000000000001 0.083985000000000018 -0.08824499999999999 -0.074359999999999996 0.082850000000000021
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=-0.0003698246249274757 0.00043690641578944734 -0.00050224095428583508 -0.00053787448463346707 0.00041574365484979824 0.00031651295324233757 0.00035990183085793858 4.1757424645888311e-05 -0.00058797253754959368
leaf_weight=0.0014288740803281358 0.0010122915865199067 0.0010012615786436771 0.001276074375349625 0.0017757060864596495 0.0015696365940902068 0.001482320928679537 0.001029548350333083 0.0010603426829736775
leaf_count=287 183 190 372 381 361 482 131 734
internal_value=0 -4.98503e-05 -2.77712e-06 6.12317e-05 -3.68544e-05 -0.000151257 -1.3149e-05 -0.000277747
internal_weight=0 0.0106238 0.0096225 0.00819363 0.00641792 0.00484829 0.00357221 0.00208989
internal_count=3121 2938 2748 2461 2080 1719 1347 865
is_linear=0
shrinkage=0.00196078


Tree=4777
num_leaves=7
num_cat=0
split_feature=50 4 4 160 49 52
split_gain=2.21896e-05 3.45244e-05 3.59628e-05 2.88577e-05 3.11663e-05 7.21281e-05
threshold=0.088425000000000017 0.27834500000000006 0.098655000000000007 -0.027994999999999996 -0.048674999999999989 0.024145000000000003
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=0.015672822755138909 -0.013374050194670703 0.016882707058279309 -0.014434524372769554 0.012008146660051885 -0.01985658444676108 0.010276677960020474
leaf_weight=0.0013163503811702585 0.0011090005319077745 0.0012695943888760578 0.0015634023482320562 0.0012842322738766615 0.0017815284225508904 0.0014335400405848604
leaf_count=503 560 315 206 203 734 600
internal_value=0 0.0016507 -0.000970021 0.0026496 -0.00116058 -0.00642072
internal_weight=0 0.00864865 0.00737905 0.00581565 0.0044993 0.00321507
internal_count=3121 2561 2246 2040 1537 1334
is_linear=0
shrinkage=0.1


Tree=4778
num_leaves=7
num_cat=0
split_feature=475 42 43 4 2 15
split_gain=2.19785e-05 4.579e-05 5.22754e-05 5.69119e-05 5.48021e-05 3.96489e-05
threshold=-1.0000000180025095e-35 -0.025789999999999997 -0.074359999999999996 0.24564500000000003 0.089885000000000007 -1.0000000180025095e-35
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=-0.013923947341274286 -0.014793706928872358 0.01884147884869395 -0.023173075808224732 0.017733562873878988 0.01599242614158072 -0.0084157991933578313
leaf_weight=0.0010221886461584404 0.0014286990271327711 0.0019410233439791221 0.0012939620844820434 0.0013162083086323073 0.0011450424455201307 0.0015891628965944017
leaf_count=501 661 675 614 226 186 258
internal_value=0 0.0015756 0.00478569 -0.000319231 -0.006218 0.00180598
internal_weight=0 0.0087141 0.0072854 0.00534438 0.00402817 0.00273421
internal_count=3121 2620 1959 1284 1058 444
is_linear=0
shrinkage=0.1


Tree=4779
num_leaves=9
num_cat=0
split_feature=48 11 13 12 0 2 1 1
split_gain=4.62652e-05 5.42016e-05 0.000100102 9.90192e-05 0.000140691 7.74093e-05 7.71702e-05 5.90691e-05
threshold=-0.024949999999999996 1.0000000180025095e-35 -0.084034999999999985 -0.010834999999999999 -0.053834999999999994 0.11215000000000001 0.094465000000000007 0.08844500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 7 -4 5 6 -5 -2
right_child=1 -3 3 4 -6 -7 -8 -9
leaf_value=0.00040113333056463217 8.4521865916176191e-05 -0.00044271935587876916 0.00043609665406998488 -0.00014757179583933864 -0.00081347076854721724 -0.0005117004286529376 0.00049157171297370481 0.00066567906630735454
leaf_weight=0.0010004414051274892 0.0016642479638126336 0.0011451016563390074 0.0010140228551156951 0.0018724372315645555 0.0012324273396286597 0.001073231961266981 0.0011865359163219726 0.0011282585227136458
leaf_count=186 549 230 244 1119 243 137 166 247
internal_value=0 -4.04983e-05 9.72255e-06 -0.000125819 -0.000232032 -5.86187e-05 0.000100344 0.000319327
internal_weight=0 0.0103163 0.00917116 0.00637866 0.00536463 0.00413221 0.00305897 0.00279251
internal_count=3121 2935 2705 1909 1665 1422 1285 796
is_linear=0
shrinkage=0.00196078


Tree=4780
num_leaves=8
num_cat=0
split_feature=11 2 3 52 15 3 16
split_gain=1.97861e-05 2.9638e-05 5.94626e-05 5.63578e-05 3.67724e-05 3.12744e-05 3.51848e-05
threshold=1.0000000180025095e-35 0.089885000000000007 -0.078934999999999991 -0.081429999999999989 -0.055554999999999993 -0.013929999999999998 -0.071854999999999988
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 -4 -5 -7
right_child=-2 3 4 5 -6 6 -8
leaf_value=-0.022899226326876507 -0.012608973330336832 0.026203689886656296 -0.0099337529014085907 0.014945886473209671 0.015768477131778324 0.0046270424954258137 -0.017873678962148476
leaf_weight=0.0012600556748825482 0.0011108627871739907 0.0011241296811287825 0.0010098984778718117 0.0011297042902204965 0.0012402759288527166 0.0016760808123214435 0.0011872345226024679
leaf_count=1093 244 341 265 606 246 222 104
internal_value=0 0.0015702 -0.00550651 0.00642464 0.00423309 0.000856365 -0.00470257
internal_weight=0 0.00862738 0.00351023 0.00511715 0.00225017 0.00399302 0.00286332
internal_count=3121 2877 1604 1273 511 932 326
is_linear=0
shrinkage=0.1


Tree=4781
num_leaves=8
num_cat=0
split_feature=50 160 12 51 2 2 4
split_gain=1.81456e-05 2.85295e-05 4.90981e-05 6.59334e-05 4.5512e-05 5.61955e-05 5.41212e-05
threshold=0.088425000000000017 -0.081069999999999989 0.097825000000000009 -0.031924999999999995 0.11263500000000001 0.098260000000000014 -0.0016099999999999997
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=0.016039369914320378 -0.0121332381924894 -0.028455655414044295 0.013805066251951874 0.012187582084097559 -0.01887031957601603 0.025101493131562697 -0.016468593851122225
leaf_weight=0.0011671309470297139 0.0011006058122469938 0.0010108394981003781 0.0017625731321705106 0.0012685328159465264 0.0010280193246526466 0.0010032577303331221 0.0013717789370966689
leaf_count=455 560 319 375 790 163 185 274
internal_value=0 0.00150273 -0.000776141 -0.00529893 -0.000288276 0.00495458 -0.00270079
internal_weight=0 0.00861213 0.007445 0.00568243 0.00467159 0.00364357 0.00264031
internal_count=3121 2561 2106 1731 1412 1249 1064
is_linear=0
shrinkage=0.1


Tree=4782
num_leaves=9
num_cat=0
split_feature=133 0 12 157 160 42 15 0
split_gain=6.93609e-05 5.59792e-05 7.47111e-05 6.76225e-05 0.000104155 7.93503e-05 0.000132905 8.09416e-05
threshold=0.099660000000000012 -0.019414999999999998 0.085635000000000003 -0.06266999999999999 -1.0000000180025095e-35 0.08623500000000002 -0.074054999999999996 -0.20211999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 6 7 -6
right_child=-2 2 -4 4 5 -7 -8 -9
leaf_value=0.00043461830754959902 -0.00048567491446181921 0.00069316656949791351 -3.1571401770205416e-05 -0.00067352213053137257 -0.00025330866965704921 0.00034197706287139384 -0.00059136664027345238 0.00047211647393118278
leaf_weight=0.0010313340903948748 0.0010500040974921578 0.001065678102765308 0.0011233117826044275 0.0010456341433696652 0.0010938875822013583 0.0017898166443570916 0.0016036893037535633 0.0012872168967838406
leaf_count=367 483 187 142 509 59 438 629 307
internal_value=0 4.39756e-05 0.000321257 -3.33294e-05 -0.000104091 -9.81369e-07 -0.000155025 0.000138854
internal_weight=0 0.0100406 0.00218899 0.00785158 0.00682024 0.00577461 0.00398479 0.0023811
internal_count=3121 2638 329 2309 1942 1433 995 366
is_linear=0
shrinkage=0.00196078


Tree=4783
num_leaves=9
num_cat=0
split_feature=41 3 12 0 151 1 2 16
split_gain=0.000132332 0.00013335 9.19609e-05 0.00017112 9.0965e-05 7.45935e-05 8.13185e-05 4.70582e-05
threshold=1.0000000180025095e-35 -0.12018999999999998 -0.010834999999999999 -0.053834999999999994 -0.0083949999999999979 0.10089500000000001 0.11215000000000001 -0.088909999999999989
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=0.00055600833026051911 -0.00067806252637574312 0.00037018387751057088 -0.00038266938508410515 -0.0007133185594820732 -0.00040102295007481966 0.00076193978668539803 2.5919327370659292e-05 0.00013718888182537707
leaf_weight=0.0017326079379843774 0.0010330459118217056 0.0017765476256525166 0.0016533864267700279 0.0015285656525520072 0.0010431526166708159 0.0011913928065156766 0.0011193499002286333 0.0015565631210652533
leaf_count=221 173 378 362 236 407 105 79 1160
internal_value=0 5.42975e-05 -3.37835e-05 -0.000122467 1.51279e-05 0.000149069 0.000405403 -7.87721e-05
internal_weight=0 0.0116016 0.00986896 0.00809241 0.00656384 0.00491046 0.00231074 0.00259972
internal_count=3121 2948 2727 2349 2113 1751 184 1567
is_linear=0
shrinkage=0.00196078


Tree=4784
num_leaves=9
num_cat=0
split_feature=133 133 15 16 0 3 48 16
split_gain=4.85131e-05 6.19174e-05 0.000107533 8.20281e-05 8.34731e-05 8.80263e-05 9.28806e-05 7.85315e-05
threshold=0.099660000000000012 0.076280000000000014 1.0000000180025095e-35 0.13751500000000003 -0.13027499999999997 0.11924500000000002 0.085325000000000012 -0.056919999999999991
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=0.00083738864630382925 -0.00041171375513502679 0.00048742639971785447 -0.0004413997935631189 0.00043922895652598646 2.7677019113630561e-06 -0.00029058275583474679 2.0703101442511504e-05 -0.00069282436499037319
leaf_weight=0.0010094849541702959 0.0010596349761172004 0.0010204122902473722 0.0018755563159049962 0.0018715712101471365 0.0014398479853105256 0.0010402360695495813 0.0011400264300375218 0.0011013083341761239
leaf_count=111 483 556 839 305 345 95 84 303
internal_value=0 2.8498e-05 -2.09106e-05 8.28255e-05 -3.3567e-05 0.00017765 0.000404247 -0.000298694
internal_weight=0 0.0104984 0.00947803 0.00760247 0.0057309 0.00318975 0.00214951 0.00254116
internal_count=3121 2638 2082 1243 938 290 195 648
is_linear=0
shrinkage=0.00196078


Tree=4785
num_leaves=8
num_cat=0
split_feature=133 42 15 151 0 52 15
split_gain=1.99103e-05 3.92649e-05 4.49022e-05 8.13571e-05 7.15819e-05 6.09789e-05 5.25015e-05
threshold=0.09389500000000002 0.091295000000000015 1.0000000180025095e-35 -0.044604999999999992 -0.10151999999999999 0.084505000000000011 -0.10203999999999998
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=-0.021925438968282321 -0.013009525908089013 0.017895167021593078 -0.015941949784753991 0.0064047158043356494 -0.018048057275880471 0.014125491852351756 0.036119995677903569
leaf_weight=0.0010805993415344464 0.0010590895197925736 0.0012525614867056369 0.0016249137079030465 0.00123333171605366 0.0013278955177699603 0.0010588026212643034 0.0011480521131742685
leaf_count=375 539 408 740 160 595 186 118
internal_value=0 0.00150981 -0.00123635 0.00284925 0.00846398 -0.00377502 0.0207303
internal_weight=0 0.00872616 0.0074736 0.00584868 0.00476808 0.0023867 0.00238138
internal_count=3121 2582 2174 1434 1059 781 278
is_linear=0
shrinkage=0.1


Tree=4786
num_leaves=7
num_cat=0
split_feature=52 0 12 15 1 16
split_gain=1.95638e-05 4.66063e-05 4.40509e-05 4.33945e-05 6.35192e-05 4.22106e-05
threshold=0.11434500000000002 -0.077999999999999986 0.09202500000000001 -0.11713499999999999 0.094465000000000007 -0.088159999999999988
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=-0.021234056370124724 -0.011360323029097192 0.0010726637286758744 0.024294768662654637 0.0033518157517591026 0.015952541119553222 -0.023752028710307058
leaf_weight=0.0011677239487680622 0.0013227677508003939 0.001934201355075461 0.0014140670687830452 0.0011719031927355651 0.0016120547310500485 0.0011273318303915516
leaf_count=279 501 412 471 359 210 889
internal_value=0 0.00172079 0.01088 -0.00431729 0.00073325 -0.0099374
internal_weight=0 0.00842728 0.00334827 0.00507901 0.00391129 0.00229924
internal_count=3121 2620 883 1737 1458 1248
is_linear=0
shrinkage=0.1


Tree=4787
num_leaves=11
num_cat=0
split_feature=484 42 43 3 133 151 4 43 15 4
split_gain=0.000225249 7.03577e-05 8.6984e-05 0.000210843 0.000141754 9.61247e-05 0.000206906 0.000183418 0.000183662 4.94372e-05
threshold=-1.0000000180025095e-35 -0.095859999999999987 -0.072864999999999985 -0.078724999999999976 -0.0061299999999999992 -0.044604999999999992 0.25615500000000008 0.05259500000000001 -1.0000000180025095e-35 -0.084134999999999988
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 9 -4 -6 7 8 -7 -3
right_child=1 2 4 -5 5 6 -8 -9 -10 -11
leaf_value=-0.00089131767191844111 -0.00040069615011983071 0.00035349967296553037 -0.00066244062887105162 0.0011424822144600257 -0.00042289247862285686 0.00015214091027996695 0.0010159887163453105 0.00066439999137941116 -0.0009232431233150599 -0.00025657845766810684
leaf_weight=0.0010064232422525984 0.0010655998090540004 0.0010069474057537028 0.0010328140435793406 0.0010011571945275077 0.0010129491447543855 0.0015652609805120075 0.0010396344222320013 0.0011883929897681298 0.0010011196857707529 0.0010361598975414689
leaf_count=515 210 135 651 314 125 147 135 104 377 408
internal_value=0 7.79964e-05 0.000129602 0.000405321 6.89192e-06 0.00012593 0.000241884 2.75467e-05 -0.000267356 4.40991e-05
internal_weight=0 0.01095 0.00988444 0.00304426 0.00684017 0.00580736 0.00479441 0.00375477 0.00256638 0.00204311
internal_count=3121 2606 2396 857 1539 888 763 628 524 543
is_linear=0
shrinkage=0.00196078


Tree=4788
num_leaves=7
num_cat=0
split_feature=133 3 1 43 3 16
split_gain=1.866e-05 3.49301e-05 5.46757e-05 5.77293e-05 4.95165e-05 2.11805e-05
threshold=0.09389500000000002 -0.12018999999999998 0.094385000000000011 -0.0030899999999999994 0.083060000000000009 -0.061854999999999993
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -6
right_child=-2 2 4 -5 5 -7
leaf_value=0.013892998085527767 -0.012606331002384378 0.005737610329214252 0.019167547596372521 -0.023307515751231606 0.0051817510879301667 -0.013805657102798739
leaf_weight=0.0017969689443860992 0.0010555012228223122 0.0011068675508854491 0.0016396327989674758 0.0017924772338708411 0.0012944526695801081 0.0010757202722765924
leaf_count=310 539 1050 409 530 181 102
internal_value=0 0.00147277 -0.00175755 -0.0122191 0.00580683 -0.00343582
internal_weight=0 0.00870612 0.00690915 0.00289934 0.00400981 0.00237017
internal_count=3121 2582 2272 1580 692 283
is_linear=0
shrinkage=0.1


Tree=4789
num_leaves=9
num_cat=0
split_feature=147 52 13 150 49 16 4 15
split_gain=6.46806e-05 8.96881e-05 7.34337e-05 9.79154e-05 8.58899e-05 5.39169e-05 6.5666e-05 0.000221903
threshold=1.0000000180025095e-35 0.11434500000000002 -0.23438999999999996 0.086845000000000019 -1.0000000180025095e-35 -0.088394999999999987 -0.084369999999999987 -0.016799999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 -7 -8
right_child=-2 -3 3 -5 5 6 7 -9
leaf_value=0.00048107018559381462 0.00046574285355135465 -0.00050864073405128068 0.0005108826795040671 -0.00057247079662664795 -0.0003436722665489041 -0.00027972443088729722 -0.00024490433251831675 0.00093197574379662784
leaf_weight=0.0011491427116863814 0.001008386807266135 0.0014413768001391757 0.0012263281237276224 0.0011727956639252871 0.001783170596223915 0.001355334774470173 0.0014487195858099229 0.0010715861200798634
leaf_count=119 183 496 237 204 512 443 494 433
internal_value=0 -5.38349e-05 1.73654e-05 -4.87635e-05 4.04433e-05 -6.15062e-05 6.83176e-05 0.000255483
internal_weight=0 0.0106485 0.00920708 0.00805793 0.00688514 0.00565881 0.00387564 0.00252031
internal_count=3121 2938 2442 2323 2119 1882 1370 927
is_linear=0
shrinkage=0.00196078


Tree=4790
num_leaves=9
num_cat=0
split_feature=48 3 0 1 16 4 2 12
split_gain=5.74973e-05 6.00495e-05 8.96087e-05 8.27316e-05 0.000108265 8.11343e-05 6.44309e-05 5.67426e-05
threshold=-0.024949999999999996 -0.078934999999999991 -0.18113999999999997 0.094385000000000011 -0.056919999999999991 -0.077679999999999985 0.083995000000000014 0.089570000000000025
decision_type=2 2 2 2 2 2 2 2
left_child=-1 6 -3 5 -5 -4 -2 -8
right_child=1 2 3 4 -6 -7 7 -9
leaf_value=0.00043406043868931366 -0.00060258880311819796 -0.00030402121564496561 0.00025569218024127423 0.00086345965706176287 7.2557721561932359e-05 -0.00049213377007850938 0.00024616977297979955 -0.00035424894904977165
leaf_weight=0.0010454844298634159 0.0012904728063066282 0.0018727107596272488 0.001254247230347941 0.0012208909797729456 0.001462603490558875 0.0010044911047775178 0.0011861943396633803 0.0012353908054994688
leaf_count=186 472 117 97 276 265 521 748 439
internal_value=0 -4.80601e-05 6.1237e-05 0.000199641 0.000432389 -7.6876e-05 -0.000248718 -6.01386e-05
internal_weight=0 0.010527 0.00681494 0.00494223 0.00268349 0.00225874 0.00371206 0.00242159
internal_count=3121 2935 1276 1159 541 618 1659 1187
is_linear=0
shrinkage=0.00196078


Tree=4791
num_leaves=9
num_cat=0
split_feature=47 52 47 52 15 16 133 16
split_gain=7.55361e-05 9.21603e-05 8.74079e-05 6.50734e-05 7.69418e-05 9.64454e-05 0.000126481 0.000177785
threshold=0.13148500000000005 0.11434500000000002 0.10254000000000001 -0.088204999999999992 -0.095869999999999983 -0.25582999999999995 0.084415000000000018 -0.0073349999999999986
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=-0.00027370609474395283 -0.00050533957343935161 -0.00046812035311952335 0.00064088472555766146 -0.00021400648495651154 0.00080012227919332244 -9.3766960314877162e-05 -0.00047570423948548735 0.00090479538841838308
leaf_weight=0.0019777377131215256 0.0010776342240121301 0.0012230269856021757 0.0010375027429801583 0.0018027564841254602 0.001008243069646786 0.0016043178457167961 0.001012560590809345 0.0011969152001922085
leaf_count=612 65 476 160 337 124 712 464 171
internal_value=0 3.8925e-05 0.000103254 3.8413e-05 0.000131592 0.000260796 0.000118216 0.0003329
internal_weight=0 0.0108631 0.00964003 0.00860253 0.00662479 0.00482204 0.00381379 0.00280123
internal_count=3121 3056 2580 2420 1808 1471 1347 883
is_linear=0
shrinkage=0.00196078


Tree=4792
num_leaves=9
num_cat=0
split_feature=11 48 0 42 2 2 12 3
split_gain=6.12004e-05 5.7271e-05 0.000128375 9.78024e-05 8.53959e-05 0.000105796 4.61376e-05 2.80853e-05
threshold=0.080455000000000013 0.016865000000000002 -0.20211999999999997 0.086325000000000013 0.11237500000000002 0.084245000000000014 0.051320000000000005 0.076840000000000006
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=0.00051884800668989888 -0.000463198787869722 -0.00014095577543039045 0.00065755551540927395 -0.00043808818194540828 0.000563527753757382 -0.00013976785224603864 -4.3857296178008277e-05 -0.00060274177218448536
leaf_weight=0.0011587094027861525 0.0010184700020973896 0.001527107556630658 0.0015697367014804722 0.001891614298137851 0.0011145394458186774 0.0010033523225788381 0.0010845877923678303 0.0010117332510841404
leaf_count=107 189 82 494 955 188 693 306 107
internal_value=0 4.05246e-05 0.000263796 -5.4655e-05 8.03381e-05 -4.61263e-05 0.000246792 -0.000372218
internal_weight=0 0.0103614 0.00309684 0.00726454 0.00537292 0.00425838 0.0022433 0.00201509
internal_count=3121 2932 576 2356 1401 1213 413 800
is_linear=0
shrinkage=0.00196078


Tree=4793
num_leaves=8
num_cat=0
split_feature=131 13 51 47 4 1 43
split_gain=1.88207e-05 3.32154e-05 4.5895e-05 7.51804e-05 9.19748e-05 3.97743e-05 2.54681e-05
threshold=0.084390000000000007 -0.23438999999999996 0.08955500000000001 0.092530000000000015 -0.04890499999999999 0.088975000000000012 -0.072864999999999985
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=0.017482416018205112 -0.0123260521882117 0.003443413852687878 -0.019071059182716149 -0.018503299413935217 0.0037159024646359474 0.027861356901604323 -0.018534824112523562
leaf_weight=0.0011311475593789207 0.0011108081839374317 0.0010154305172521518 0.0011735349667356555 0.0013552793817704399 0.0010566161188933691 0.0019254404022988811 0.0010966697362537108
leaf_count=138 492 204 318 175 680 324 790
internal_value=0 0.00149177 -0.00088103 0.00242882 0.00799772 0.019306 -0.00796839
internal_weight=0 0.00875412 0.00762297 0.00644944 0.00509416 0.00298206 0.0021121
internal_count=3121 2629 2491 2173 1998 1004 994
is_linear=0
shrinkage=0.1


Tree=4794
num_leaves=8
num_cat=0
split_feature=11 16 2 52 12 0 12
split_gain=1.74706e-05 3.22326e-05 6.56687e-05 4.74729e-05 3.48775e-05 5.81115e-05 3.23307e-05
threshold=1.0000000180025095e-35 -0.36241499999999999 0.10912000000000001 0.084960000000000022 0.09202500000000001 -0.12333499999999999 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=-0.012593950479617611 -0.011800647586686152 0.016729159446867915 0.020688264377536108 -0.018796593249476981 0.018803600778726663 0.00037659307239442904 -0.024511094349194719
leaf_weight=0.0013751034262183331 0.0011221844084350558 0.0011153422668783437 0.0017989869440584016 0.0012118124153928829 0.0011183971851838107 0.0010906296380902905 0.0010010851889181709
leaf_count=334 244 118 406 723 358 212 726
internal_value=0 0.00145599 0.0040895 -0.00130322 0.00359769 -0.00170506 -0.0115345
internal_weight=0 0.00871136 0.00733625 0.00553727 0.00432545 0.00320706 0.00209171
internal_count=3121 2877 2543 2137 1414 1056 938
is_linear=0
shrinkage=0.1


Tree=4795
num_leaves=8
num_cat=0
split_feature=42 43 49 15 0 52 15
split_gain=1.87839e-05 4.45413e-05 4.83113e-05 5.23092e-05 4.69587e-05 4.2322e-05 3.24889e-05
threshold=0.091735000000000025 0.093175000000000022 -0.00064499999999999985 -0.031204999999999997 -0.10151999999999999 0.083680000000000018 -0.11033999999999998
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=0.00034356699638383493 -0.011223474853846409 0.021058813957863316 0.003590717128244038 -0.029742923599190181 -0.013135492281147533 0.010695675652290976 0.028853806549307977
leaf_weight=0.0013100876164098506 0.0013046702901452637 0.0010392801735062849 0.0010205887712256174 0.0010339499734437747 0.0018201354163908854 0.0012618252419948567 0.001015629694351363
leaf_count=284 667 223 142 269 847 556 133
internal_value=0 0.0016633 -0.00103796 -0.0129275 0.00440726 -0.00337847 0.0161915
internal_weight=0 0.0085015 0.00746222 0.00234404 0.00511818 0.00308196 0.00203622
internal_count=3121 2454 2231 553 1678 1403 275
is_linear=0
shrinkage=0.1


Tree=4796
num_leaves=10
num_cat=0
split_feature=147 48 48 52 13 15 1 0 1
split_gain=7.37931e-05 6.69455e-05 0.000135291 0.000125193 0.000128416 9.48614e-05 0.000104925 7.70439e-05 5.53361e-05
threshold=1.0000000180025095e-35 0.11951500000000001 0.093265000000000015 0.11434500000000002 -0.084034999999999985 -0.10091499999999999 0.091095000000000023 -0.084269999999999984 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 -6 8 -1 -7
right_child=-2 -3 -4 -5 5 6 -8 -9 -10
leaf_value=-1.2411817029115382e-05 0.00049539626916270964 -0.00052924082669966548 0.00061672489467147257 -0.00074049970369296895 0.00029496812059535846 -0.0003409894132771518 -0.00073630230789547473 0.00071890505329353532 0.00024094380151356496
leaf_weight=0.001008768803072962 0.0010212402187556513 0.0010388439646864941 0.0011800404632747253 0.0010081007672546787 0.0012723312331548242 0.0013900510019051106 0.001470471543295028 0.0012281116936394255 0.0011463120296395354
leaf_count=450 183 107 237 432 206 743 360 174 229
internal_value=0 -5.6164e-05 -5.52063e-06 -9.16612e-05 -4.63479e-06 -0.000171468 -0.000319581 0.000389102 -7.79841e-05
internal_weight=0 0.010743 0.00970419 0.00852415 0.00751605 0.00527917 0.00400683 0.00223688 0.00253636
internal_count=3121 2938 2831 2594 2162 1538 1332 624 972
is_linear=0
shrinkage=0.00196078


Tree=4797
num_leaves=7
num_cat=0
split_feature=0 13 13 15 0 52
split_gain=1.83043e-05 5.87835e-05 3.13278e-05 7.93821e-05 7.89327e-05 4.70587e-05
threshold=-0.019414999999999998 -0.029529999999999997 -0.0034749999999999994 -0.0040799999999999994 -0.098289999999999975 -0.066844999999999988
decision_type=2 2 2 2 2 2
left_child=2 -2 3 -1 5 -4
right_child=1 -3 4 -5 -6 -7
leaf_value=-0.0095375151518137906 -0.011244418773600728 0.020227889217378916 -0.015996660388909793 0.022298765577921351 -0.031854786897650159 0.0092667086691000222
leaf_weight=0.001718198494242933 0.0010008898541772205 0.0014579465701860252 0.0011833446719938523 0.0014392771330365114 0.0010565188667294319 0.0019561944962415288
leaf_count=1096 93 272 95 899 482 184
internal_value=0 0.00741682 -0.00254986 0.00497447 -0.00821182 -0.000255476
internal_weight=0 0.00245884 0.00735353 0.00315748 0.00419606 0.00313954
internal_count=3121 365 2756 1995 761 279
is_linear=0
shrinkage=0.1


Tree=4798
num_leaves=7
num_cat=0
split_feature=133 3 16 1 43 16
split_gain=1.84708e-05 3.40043e-05 4.85368e-05 5.61783e-05 6.87263e-05 4.66019e-05
threshold=0.09389500000000002 -0.12018999999999998 -0.27167499999999994 0.094385000000000011 -0.0030899999999999994 -0.056919999999999991
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5
right_child=-2 2 3 5 -6 -7
leaf_value=0.013692576989862773 -0.012557364388986376 -0.018410626972599414 0.01135100412080696 0.027039381322531891 -0.021856868742999455 0.0014753312255739413
leaf_weight=0.0018034268004591377 0.0010532534767819764 0.0013925545489730864 0.0010529440219356394 0.0012036299919628644 0.0015270606129539871 0.0017496934310587541
leaf_count=310 539 279 1000 161 497 335
internal_value=0 0.00146148 -0.00172336 0.00247627 -0.00830417 0.011894
internal_weight=0 0.00872931 0.00692588 0.00553333 0.00258 0.00295332
internal_count=3121 2582 2272 1993 1497 496
is_linear=0
shrinkage=0.1


Tree=4799
num_leaves=8
num_cat=0
split_feature=12 47 16 52 13 4 16
split_gain=1.84255e-05 5.2627e-05 6.96495e-05 5.2726e-05 7.26521e-05 4.64647e-05 4.10337e-05
threshold=-0.010834999999999999 0.10904500000000002 -0.4714549999999999 0.10160000000000001 -0.094514999999999988 -0.033174999999999989 -0.070454999999999976
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=0.010201553002069902 0.025456177779292918 -0.023188127218177441 0.025308879062554097 -0.022068584012502626 -0.018120410793128521 -0.010789089446736295 0.015038683276663196
leaf_weight=0.0014878881785030133 0.0010105789802890832 0.0010171310677379404 0.0010270118265471185 0.0011610237133171187 0.001543530539387166 0.0010794395837958898 0.001430071384052036
leaf_count=421 167 143 180 456 993 218 543
internal_value=0 -0.00188646 0.00110136 -0.00284227 0.00155182 -0.00446805 0.00392914
internal_weight=0 0.00826879 0.00725166 0.00624108 0.00508005 0.00405304 0.00250951
internal_count=3121 2700 2557 2390 1934 1754 761
is_linear=0
shrinkage=0.1


Tree=4800
num_leaves=8
num_cat=0
split_feature=0 2 12 2 49 43 16
split_gain=1.83187e-05 4.55452e-05 4.30868e-05 3.46509e-05 7.21254e-05 1.83365e-05 1.46306e-05
threshold=-0.061629999999999997 0.10097500000000002 0.090995000000000006 0.089885000000000007 -0.043469999999999995 -0.079734999999999986 -0.11227499999999999
decision_type=2 2 2 2 2 2 2
left_child=2 5 3 -1 -5 -2 -6
right_child=1 -3 -4 4 6 -7 -8
leaf_value=-0.0097199903860743179 0.0054970333953540153 -0.0091537215738263841 -0.018433751806083004 0.028282066497942862 0.0049058372036970754 0.02416617235423683 -0.012141722301467388
leaf_weight=0.0018176595732966486 0.0010417965471665367 0.0012534161192051395 0.0014361198365950211 0.0010975379262713474 0.0010111114165415585 0.0010628105508319972 0.0010026331548600711
leaf_count=1149 107 320 806 166 169 157 247
internal_value=0 0.00593725 -0.00319139 0.00124969 0.00765835 0.0149248 -0.00358206
internal_weight=0 0.00335802 0.00636506 0.00492894 0.00311128 0.00210461 0.00201374
internal_count=3121 584 2537 1731 582 264 416
is_linear=0
shrinkage=0.1


Tree=4801
num_leaves=7
num_cat=0
split_feature=475 42 43 4 4 15
split_gain=1.72257e-05 3.73914e-05 4.76688e-05 4.51809e-05 5.52018e-05 7.71742e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 0.24564500000000003 0.033845000000000007 -1.0000000180025095e-35
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=-0.012370026339497339 -0.013203643693394516 0.01778424168294199 0.020000105499469213 0.015595805315524618 -0.025350165909313185 -0.012821248802707902
leaf_weight=0.0010135894946880627 0.0014578152758513742 0.0019349329052386994 0.0012542325381838314 0.0013047539481800029 0.0010636362988714057 0.0016706883253484769
leaf_count=501 809 662 186 214 132 617
internal_value=0 0.00140601 0.00435253 -0.000557344 -0.00584143 0.00125284
internal_weight=0 0.00868606 0.00722824 0.00529331 0.00398856 0.00292492
internal_count=3121 2620 1811 1149 935 803
is_linear=0
shrinkage=0.1


Tree=4802
num_leaves=9
num_cat=0
split_feature=0 4 2 2 1 3 3 15
split_gain=5.8152e-05 0.000158225 4.28248e-05 8.6349e-05 8.99835e-05 0.000104292 5.89455e-05 3.0396e-05
threshold=-1.0000000180025095e-35 -0.49013999999999996 0.088850000000000012 0.092365000000000017 0.10234000000000001 0.12178000000000001 -0.078934999999999991 -0.040439999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 6 -4 -5 -6 -1 -8
right_child=1 -3 3 4 5 -7 7 -9
leaf_value=-0.00049380989108743073 -0.00034362759193250426 0.00066492997471813723 0.00054456948749047286 -0.00056317802722922799 0.00045162966423866195 -0.00030236735923271476 -0.00021793691456083717 0.00021253429440402325
leaf_weight=0.0017900519987100153 0.0010013093207830704 0.0014849465005500741 0.0010513624783256266 0.0011027314529061349 0.0014998408282199493 0.0013313585501328468 0.0014456570969186688 0.0011186399136911148
leaf_count=1064 152 173 278 660 232 145 231 186
internal_value=0 0.000258746 -7.86903e-05 4.53973e-05 -8.80089e-05 9.7066e-05 -0.000220758 -3.01497e-05
internal_weight=0 0.00248626 0.00933964 0.00498529 0.00393393 0.0028312 0.00435435 0.0025643
internal_count=3121 325 2796 1315 1037 377 1481 417
is_linear=0
shrinkage=0.00196078


Tree=4803
num_leaves=8
num_cat=0
split_feature=0 3 16 49 15 2 13
split_gain=1.98711e-05 4.88065e-05 4.1206e-05 3.55475e-05 0.000108548 3.44478e-05 4.90624e-05
threshold=-0.084269999999999984 -0.077774999999999983 -0.069894999999999985 -0.006494999999999999 -0.10203999999999998 0.10097500000000002 -0.026374999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 -3 -5 6 -4
right_child=2 3 5 4 -6 -7 -8
leaf_value=-0.022132084306455413 0.020222799644900279 -0.010112226743106075 -0.010073062310231966 -0.010872273335620727 0.033358758626968875 -0.014890675415499472 0.019780836719675229
leaf_weight=0.0011848965982889101 0.0012484495198054483 0.0016432411327599468 0.0010041805849463365 0.0012191198663283273 0.0010182736914585704 0.0011727018150273624 0.0012184179736566157
leaf_count=842 657 203 387 233 168 385 246
internal_value=0 -0.00436821 0.00468823 0.00105573 0.00925798 -0.00102382 0.0062927
internal_weight=0 0.00506553 0.00464375 0.00388063 0.00223739 0.0033953 0.0022226
internal_count=3121 1446 1675 604 401 1018 633
is_linear=0
shrinkage=0.1


Tree=4804
num_leaves=8
num_cat=0
split_feature=3 39 457 3 1 3 1
split_gain=1.85734e-05 4.44836e-05 5.03423e-05 5.12631e-05 3.85193e-05 3.20522e-05 5.63084e-05
threshold=0.13524500000000003 0.0046100000000000004 0.080930000000000016 -0.074084999999999998 0.095695000000000016 -0.14847999999999997 0.08844500000000001
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=-0.015080336452392915 0.010518239669556104 0.015925398539528089 0.01354787372613946 -0.008026479102403004 -0.033826932718299861 -0.010522163687060286 0.020223304787486438
leaf_weight=0.0011201257552570856 0.0014233998687607713 0.0012026455896314223 0.0012246523232287334 0.0012177550961680829 0.0011025997770512592 0.0011484213618745301 0.0012376239534522002
leaf_count=232 192 335 176 383 164 1291 348
internal_value=0 -0.00185062 -0.00488249 -0.00875629 -0.0202865 -0.0011257 0.00542528
internal_weight=0 0.00825382 0.00705118 0.00582653 0.00232035 0.00350617 0.00238605
internal_count=3121 2929 2594 2418 547 1871 1639
is_linear=0
shrinkage=0.1


Tree=4805
num_leaves=8
num_cat=0
split_feature=15 16 2 42 47 4 4
split_gain=3.26184e-05 4.37616e-05 7.93675e-05 5.9403e-05 6.25088e-05 6.91284e-05 8.28949e-05
threshold=-0.24436499999999997 -0.36241499999999999 0.11093500000000002 0.088915000000000008 0.092165000000000011 -0.084369999999999987 -0.0029599999999999995
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=0.0003285782441732889 -0.00031946794397143377 -0.0004016620357066933 0.00039324249567241216 -0.00051123636620175467 0.00043499618333782734 0.00039965647556754023 -0.00028982970462773763
leaf_weight=0.0010420016177921576 0.0017313051098971416 0.0017449329046507556 0.0017569787005052356 0.0010186016261369332 0.0010485518065294448 0.0015333302250852923 0.0011912360860523601
leaf_count=253 248 479 343 604 144 780 270
internal_value=0 -3.59236e-05 2.32666e-05 -7.61787e-05 4.13053e-06 -9.69513e-05 9.8199e-05
internal_weight=0 0.0100249 0.00829363 0.00653665 0.00551805 0.0044695 0.00272457
internal_count=3121 2868 2620 2277 1673 1529 1050
is_linear=0
shrinkage=0.00196078


Tree=4806
num_leaves=7
num_cat=0
split_feature=52 52 52 12 43 16
split_gain=1.72107e-05 4.96488e-05 3.79466e-05 4.16587e-05 6.87936e-05 8.82969e-05
threshold=-0.24456499999999998 -0.081429999999999989 -0.0064899999999999992 0.09334000000000002 -0.0037449999999999996 -0.36241499999999999
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=-0.012424605550965829 0.018648903063994932 -0.017230431843267363 -0.010440703309870257 -0.011294678066857067 -0.0044138841961645489 0.032159046592414947
leaf_weight=0.0010041109238994447 0.0014000508530511374 0.0013234310736693882 0.0014687048915246409 0.0017836635276443115 0.0011565356999651173 0.0015379547001544477
leaf_count=364 407 438 828 545 175 364
internal_value=0 0.00140482 -0.0019159 0.00149224 0.00697061 0.0164611
internal_weight=0 0.00867034 0.00727029 0.00594686 0.0041632 0.00269449
internal_count=3121 2757 2350 1912 1367 539
is_linear=0
shrinkage=0.1


Tree=4807
num_leaves=9
num_cat=0
split_feature=15 159 12 150 16 48 4 4
split_gain=4.4116e-05 3.99156e-05 3.9599e-05 6.31988e-05 8.55438e-05 0.000119565 9.23643e-05 8.11159e-05
threshold=-0.24436499999999997 0.082585000000000006 -0.040564999999999997 0.087380000000000013 -0.36241499999999999 0.083985000000000018 0.042705000000000007 -0.083854999999999985
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 -6
right_child=1 -3 3 -5 5 -7 -8 -9
leaf_value=0.00038229914320355552 -0.00035327076109916832 -0.00039816214529703029 -0.00038138838773281144 -0.00031051071572008135 0.00013521348662391062 0.00083234932995803433 0.00047976185447295749 -0.00055945733357510685
leaf_weight=0.0010534559841010151 0.001056092382730584 0.0010661466880278669 0.0010284239401511502 0.0015034344923774588 0.0017512237251893674 0.0010411825317548952 0.0015231598541377363 0.0010242398924847295
leaf_count=253 196 403 101 234 468 246 156 1064
internal_value=0 -3.95736e-05 3.24876e-06 5.10808e-05 0.000136447 0.000236179 9.17793e-05 -0.000121144
internal_weight=0 0.0099939 0.00892776 0.00787166 0.00636823 0.00533981 0.00429862 0.00277546
internal_count=3121 2868 2465 2269 2035 1934 1688 1532
is_linear=0
shrinkage=0.00196078


Tree=4808
num_leaves=8
num_cat=0
split_feature=0 12 47 49 4 2 15
split_gain=1.81022e-05 4.29826e-05 2.80861e-05 4.08879e-05 4.66554e-05 5.53918e-05 3.1007e-05
threshold=-0.019414999999999998 0.082850000000000021 0.087235000000000021 -0.054319999999999993 -0.059649999999999988 0.11215000000000001 -0.10324499999999999
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=-0.012411568121916707 0.023018087387564196 -0.0039376524116297275 0.00048026718482129362 -0.0094099516358855228 0.02769092910733046 -0.0026118580503233374 -0.023743116302321898
leaf_weight=0.0014998845335041566 0.0010246943081219737 0.0013994265363020319 0.0010085526950652703 0.0011516593984967024 0.0014350665474440684 0.0010406690676691985 0.0011100383955585259
leaf_count=310 195 170 177 994 798 291 186
internal_value=0 0.00745674 -0.00252615 0.00147588 0.00721818 0.0149532 -0.0122116
internal_weight=0 0.00242412 0.00724587 0.00512728 0.0036274 0.00247574 0.00211859
internal_count=3121 365 2756 2393 2083 1089 363
is_linear=0
shrinkage=0.1


Tree=4809
num_leaves=10
num_cat=0
split_feature=484 42 43 15 16 2 4 2 16
split_gain=0.00021234 9.66758e-05 8.98041e-05 0.000126076 0.000101757 0.000132425 8.79952e-05 6.89042e-05 4.5622e-05
threshold=-1.0000000180025095e-35 -0.095859999999999987 -0.17390999999999998 -0.15026499999999995 -0.36241499999999999 0.099185000000000009 0.0061450000000000003 0.084245000000000014 0.13751500000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 7 -6 -7
right_child=1 2 3 4 5 8 -8 -9 -10
leaf_value=-0.00087838382449577541 -0.00048804978821651588 0.00063691694116623898 0.00061519563745522036 -0.00055703545570240148 1.1570017286210951e-05 0.00072799773182057157 0.00025190682274936986 -0.0006141787248367072 0.00016746893841127996
leaf_weight=0.001005186572246612 0.0011062931534279825 0.0011555198092208377 0.0013222186143628878 0.0012305257401286161 0.0011707980139318563 0.0011018485813237564 0.0014076332264988667 0.0016026898113775129 0.001131594111809785
leaf_count=515 210 114 306 167 497 254 125 743 190
internal_value=0 6.22908e-05 0.000122436 5.61403e-05 -4.05483e-05 5.8531e-05 -0.000147377 -0.000350026 0.000444001
internal_weight=0 0.0112291 0.0101228 0.00896731 0.00764509 0.00641456 0.00418112 0.00277349 0.00223344
internal_count=3121 2606 2396 2282 1976 1809 1365 1240 444
is_linear=0
shrinkage=0.00196078


Tree=4810
num_leaves=7
num_cat=0
split_feature=4 42 4 13 15 13
split_gain=1.7358e-05 3.6809e-05 4.21057e-05 4.67604e-05 4.18416e-05 3.64578e-05
threshold=0.27834500000000006 0.088915000000000008 0.055260000000000011 -0.0034749999999999994 -1.0000000180025095e-35 -0.095539999999999986
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=0.0036356483485455388 0.0098137625944990578 -0.016434617736726508 -0.014094522848943691 0.0068558037578231191 -0.017191234136517193 0.028619703273379274
leaf_weight=0.0011892260019771286 0.0015108606658912572 0.0014287109045978503 0.0014159144906837774 0.0017711796606402141 0.0012233527009209266 0.0011477880950505977
leaf_count=149 340 786 231 275 418 922
internal_value=0 -0.0018532 0.00123428 0.00530519 -0.0029681 0.0159062
internal_weight=0 0.00817617 0.00674746 0.00533155 0.00299453 0.00233701
internal_count=3121 2781 1995 1764 693 1071
is_linear=0
shrinkage=0.1


Tree=4811
num_leaves=7
num_cat=0
split_feature=1 42 151 48 2 2
split_gain=1.96635e-05 4.50564e-05 3.40252e-05 7.08549e-05 4.17534e-05 7.26929e-05
threshold=0.12500000000000003 0.091545000000000015 -0.044604999999999992 0.091545000000000015 0.096540000000000015 0.084245000000000014
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=-0.014691792714281485 0.010848963885275415 -0.021670924060917144 0.0032785391699141687 0.026425086439217066 0.0099578258545013898 -0.029166589123446846
leaf_weight=0.001177440135141831 0.0014178388032131924 0.0010112985436230085 0.0018502863191260392 0.0011337684979137053 0.0019736536137295482 0.0011017203641836349
leaf_count=414 279 601 519 169 404 735
internal_value=0 -0.00189963 0.000863265 0.00388585 -0.00130214 -0.00883033
internal_weight=0 0.00824817 0.00723687 0.00605943 0.00492566 0.00295201
internal_count=3121 2842 2241 1827 1658 1254
is_linear=0
shrinkage=0.1


Tree=4812
num_leaves=9
num_cat=0
split_feature=11 48 0 2 0 4 12 13
split_gain=3.93462e-05 6.19634e-05 0.000141472 7.6762e-05 8.07469e-05 0.000103422 0.000109198 8.30509e-05
threshold=0.080455000000000013 0.016865000000000002 -0.20211999999999997 0.11237500000000002 -0.11756999999999999 0.09173000000000002 0.084100000000000022 -0.084154999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 -6 -8
right_child=-2 2 -4 -5 5 -7 7 -9
leaf_value=-0.00061337785036967335 -0.00037593149070590904 -0.00015766760307987877 0.00067462152348413151 0.00035109807782919756 0.00021652423356002487 0.00046049611938445048 -0.0001074873653309482 -0.00088468346076627999
leaf_weight=0.0012271799610983373 0.001000533021564669 0.0015604339291262481 0.0015805014581213627 0.0013587502290909161 0.0013612521210888437 0.0011555281160062188 0.0010588582426294191 0.0010556231000904126
leaf_count=168 189 82 494 340 278 170 340 1060
internal_value=0 3.12503e-05 0.000261136 -6.87963e-05 -0.000166183 -4.76859e-05 -0.000216634 -0.000495491
internal_weight=0 0.0103581 0.00314094 0.00721719 0.00585844 0.00463126 0.00347573 0.00211448
internal_count=3121 2932 576 2356 2016 1848 1678 1400
is_linear=0
shrinkage=0.00196078


Tree=4813
num_leaves=7
num_cat=0
split_feature=50 15 16 52 151 4
split_gain=1.9721e-05 3.27651e-05 5.31533e-05 4.25303e-05 5.45897e-05 3.79918e-05
threshold=0.088425000000000017 -0.15914499999999995 -0.36241499999999999 -0.088204999999999992 -0.0052199999999999989 -0.083854999999999985
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=0.018396292386616806 -0.012670874146242793 -0.02034430932020977 -0.0098725157071451429 0.028160238560515305 0.012083532161206018 -0.0088025606228795752
leaf_weight=0.0010209390638608162 0.0010947144246742447 0.001164007453567365 0.0018535335884889712 0.0010447106154225132 0.0018227291797014598 0.0016678004188955577
leaf_count=314 560 221 565 255 365 841
internal_value=0 0.00158215 -0.000690683 0.00289012 0.00810616 0.00210401
internal_weight=0 0.00857372 0.00755278 0.00638877 0.00453524 0.00349053
internal_count=3121 2561 2247 2026 1461 1206
is_linear=0
shrinkage=0.1


Tree=4814
num_leaves=9
num_cat=0
split_feature=4 1 12 0 47 15 49 0
split_gain=4.83713e-05 7.94487e-05 4.10813e-05 5.38821e-05 0.000141089 7.37006e-05 9.74058e-05 6.22469e-05
threshold=0.24564500000000003 0.111945 0.098810000000000023 -0.019414999999999998 0.087235000000000021 -0.090644999999999989 -0.006494999999999999 0.12113000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 -7 -5
right_child=1 -3 -4 7 -6 6 -8 -9
leaf_value=0.00048305960557292534 -0.00013173258364703236 0.00055728927910779307 -0.00038628858842484518 0.00060118066992910762 -0.00073702501324261912 -0.00053429345853577611 0.00016496805776298811 -8.5576012226247557e-05
leaf_weight=0.001094236235983669 0.0012182821296296859 0.0013634809750321367 0.001360835244785627 0.0010118255214009351 0.0011221514638714691 0.0012498115498890865 0.001978032050417067 0.0010178903042767392
leaf_count=268 150 276 404 124 240 300 1258 101
internal_value=0 0.000232154 -7.29411e-05 -1.58876e-05 -0.000117542 4.32957e-05 -0.000105784 0.000256776
internal_weight=0 0.00258176 0.00883478 0.00747395 0.00544423 0.00432208 0.00322784 0.00202972
internal_count=3121 426 2695 2291 2066 1826 1558 225
is_linear=0
shrinkage=0.00196078


Tree=4815
num_leaves=8
num_cat=0
split_feature=1 4 48 4 42 2 0
split_gain=1.94837e-05 5.90812e-05 4.99156e-05 5.28798e-05 4.19967e-05 4.2456e-05 3.52241e-05
threshold=0.111945 0.24564500000000003 0.092475000000000016 -0.0016099999999999997 1.0000000180025095e-35 0.096540000000000015 -0.11756999999999999
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 -5
right_child=1 -3 -4 6 -6 -7 -8
leaf_value=-0.0051121113462896254 -0.0046950896632619917 0.024624694812867998 0.017627713494226926 -0.032112449754062765 -0.013350003238179919 0.021977760983242355 -0.0064786500096312115
leaf_weight=0.0011153766938087955 0.0017429104743682347 0.001134715359771389 0.0010045854222611702 0.0010460269949938632 0.0013308073052853914 0.0012019785163348258 0.0010995506280085652
leaf_count=607 221 276 242 146 953 245 431
internal_value=0 0.00686639 -0.00295028 -0.00651833 0.000808238 0.00893901 -0.0189758
internal_weight=0 0.00287763 0.00679833 0.00579374 0.00364816 0.00231736 0.00214558
internal_count=3121 497 2624 2382 1805 852 577
is_linear=0
shrinkage=0.1


Tree=4816
num_leaves=8
num_cat=0
split_feature=11 3 3 43 13 52 16
split_gain=6.45598e-05 5.02104e-05 6.54868e-05 6.52191e-05 4.50066e-05 8.36865e-05 0.000109904
threshold=0.081365000000000007 -0.12018999999999998 -0.078934999999999991 -0.067199999999999996 -0.095304999999999987 -0.069804999999999992 -0.074319999999999983
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=0.0003750689692652303 -0.00048121783024302899 -0.00036656026633439078 0.00040948404874646899 0.00022735393225251554 -0.00057194554901209027 -0.00030747145169367359 0.00048549823726711492
leaf_weight=0.0014740470082602172 0.0010026353717208026 0.0016638426921877598 0.0016355021836943371 0.0017504893607148478 0.001242009985386895 0.0015242333590279999 0.0012018336586934212
leaf_count=178 178 1392 466 214 175 253 265
internal_value=0 3.95666e-05 -1.52738e-05 6.4204e-05 -3.45456e-05 -0.000150081 4.21229e-05
internal_weight=0 0.010492 0.00901791 0.00735407 0.00571857 0.00396808 0.00272607
internal_count=3121 2943 2765 1373 907 693 518
is_linear=0
shrinkage=0.00196078


Tree=4817
num_leaves=8
num_cat=0
split_feature=49 1 47 3 16 1 151
split_gain=1.76621e-05 4.50715e-05 5.3028e-05 6.32579e-05 9.82483e-05 5.88194e-05 2.9136e-05
threshold=-0.047584999999999995 0.12337000000000002 0.092530000000000015 -0.055119999999999995 0.033715000000000009 0.077845000000000011 -0.0067699999999999991
decision_type=2 2 2 2 2 2 2
left_child=6 2 3 5 -5 -2 -1
right_child=1 -3 -4 4 -6 -7 -8
leaf_value=0.019150703944425349 -0.030085158312163442 0.01489813689607445 -0.026555515136761621 0.023710659344826399 -0.015534158358003173 0.00059509569284371786 -0.0041960108083099997
leaf_weight=0.0011171557403911563 0.0011282890963318073 0.0012662967319197627 0.0010277482693303898 0.0016890471339084331 0.0010250458481889117 0.0014005868420077583 0.0010249641559080666
leaf_count=232 1321 244 244 247 119 543 171
internal_value=0 -0.00231033 -0.00578538 -0.00171393 0.00888886 -0.0130933 0.00797974
internal_weight=0 0.00753701 0.00627072 0.00524297 0.00271409 0.00252888 0.00214212
internal_count=3121 2718 2474 2230 366 1864 403
is_linear=0
shrinkage=0.1


Tree=4818
num_leaves=10
num_cat=0
split_feature=48 15 16 1 42 15 160 1 52
split_gain=5.37629e-05 4.22722e-05 6.16304e-05 6.16884e-05 5.89505e-05 6.18848e-05 7.7627e-05 0.000106486 6.30681e-05
threshold=-0.024949999999999996 -0.24436499999999997 -0.29154999999999992 0.13075500000000004 0.088915000000000008 0.013270000000000002 -0.025879999999999997 0.094385000000000011 0.077655000000000016
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=0.00042266756485499258 0.00031510864629205669 -0.0004602339436002955 0.00056305216463782678 0.00040479169430580165 -0.0005119861697506998 -0.00041297304589252038 -0.00055264128887376072 0.00046229837419996727 8.410749075092945e-05
leaf_weight=0.0010112219361863755 0.0010886118332821852 0.0014807045523576165 0.0010294395785431089 0.0011074531869261495 0.0010905798800701786 0.0011889219200399677 0.0013796091063578801 0.0010834159731598313 0.0010556586809092985
leaf_count=186 245 193 358 74 706 704 345 230 80
internal_value=0 -5.0708e-05 -9.30021e-05 -2.44758e-05 -9.41037e-05 -1.46666e-05 8.94544e-05 -4.91032e-05 -0.000276619
internal_weight=0 0.0105044 0.00941578 0.00793508 0.00682763 0.00573705 0.00454812 0.00351868 0.00243527
internal_count=3121 2935 2690 2497 2423 1717 1013 655 425
is_linear=0
shrinkage=0.00196078


Tree=4819
num_leaves=8
num_cat=0
split_feature=50 484 43 51 52 151 1
split_gain=1.84702e-05 3.15551e-05 4.28428e-05 3.91604e-05 4.7256e-05 5.99961e-05 4.67734e-05
threshold=0.088425000000000017 0.084040000000000017 -0.14968999999999996 -0.0078149999999999973 0.084960000000000022 -0.0077149999999999988 0.094385000000000011
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 3 4 -6 6 -8
leaf_value=0.013625141224100638 -0.012208910748856281 0.01815661706984369 0.012310773353030673 -0.02373761949677753 -0.026685822779618854 -0.0078102226986399821 0.018606742340544737
leaf_weight=0.0016389288826135356 0.0011047305871616049 0.0010072517055620253 0.0011077821709123111 0.0010236551372618014 0.0011058426416490127 0.0014141651463747439 0.0012741092901652794
leaf_count=212 560 323 411 268 608 489 250
internal_value=0 0.00152935 -0.000684658 -0.00464256 -0.00854075 -0.00313504 0.00471011
internal_weight=0 0.00857173 0.00756448 0.00592555 0.00481777 0.00371193 0.00268827
internal_count=3121 2561 2238 2026 1615 1007 739
is_linear=0
shrinkage=0.1


Tree=4820
num_leaves=10
num_cat=0
split_feature=42 40 48 50 4 3 3 2 43
split_gain=4.54197e-05 8.14635e-05 7.93262e-05 9.55257e-05 8.28508e-05 7.37042e-05 7.1224e-05 8.69081e-05 4.9505e-05
threshold=-0.095859999999999987 -0.013874999999999998 0.11926500000000002 0.07826000000000001 0.27044500000000005 0.10732000000000001 -0.10831999999999999 0.090935000000000016 -0.064334999999999989
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 8 -8
right_child=1 2 -4 -5 -6 -7 7 -9 -10
leaf_value=-0.00038606884823593314 0.0005141261383970686 0.00027400400073076842 -0.00054585872520199858 -0.00050447534480975366 0.00063830987713145893 0.00050946760424011703 0.00031671119686543792 -0.000688849410313215 -0.00025631398968513683
leaf_weight=0.0010704352321566695 0.0012202656494640024 0.0016348228940678204 0.0010019402441756179 0.0010816850864902774 0.0010195365988685517 0.0010423946512016502 0.0010026249879302939 0.0010639159990409939 0.0013739770976771103
leaf_count=241 295 209 82 502 204 81 450 509 548
internal_value=0 3.80282e-05 -2.49771e-05 3.85215e-05 0.000120815 3.45732e-05 -6.29626e-05 -0.000223078 -1.457e-05
internal_weight=0 0.0104412 0.0092209 0.00821896 0.00713727 0.00611774 0.00507534 0.00344052 0.0023766
internal_count=3121 2880 2585 2503 2001 1797 1716 1507 998
is_linear=0
shrinkage=0.00196078


Tree=4821
num_leaves=9
num_cat=0
split_feature=48 16 52 52 12 49 2 4
split_gain=3.99837e-05 7.74474e-05 7.1523e-05 8.0078e-05 9.40797e-05 6.19995e-05 0.000103154 1.57009e-05
threshold=0.11951500000000001 -0.5048999999999999 0.11434500000000002 0.091275000000000009 0.097825000000000009 -0.048674999999999989 0.084245000000000014 -0.034939999999999992
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=0.0005310427571646049 -0.00036800783913011099 0.00020059828800102713 -0.00050379650813470536 0.00053644177657113424 0.00039977271032242697 4.1778365592635482e-05 -0.00076254312965930735 -0.0004182137696321305
leaf_weight=0.0010729624581962633 0.0010548778803156659 0.00134687298007935 0.0010632837729676213 0.0010704918986270684 0.0014598924356220818 0.0019008372264205696 0.0010358506497815513 0.0010012862265988511
leaf_count=192 114 250 437 207 325 567 495 534
internal_value=0 3.34577e-05 -2.66751e-05 3.82386e-05 -4.08338e-05 -0.000162547 -0.000286751 -0.0005933
internal_weight=0 0.00995148 0.00887852 0.00781523 0.00674474 0.00528485 0.00393797 0.00203714
internal_count=3121 3007 2815 2378 2171 1846 1596 1029
is_linear=0
shrinkage=0.00196078


Tree=4822
num_leaves=7
num_cat=0
split_feature=475 42 43 4 4 2
split_gain=1.89651e-05 4.4647e-05 5.14736e-05 5.0226e-05 4.99751e-05 7.22972e-05
threshold=-1.0000000180025095e-35 -0.025789999999999997 -0.074359999999999996 0.24564500000000003 0.033845000000000007 0.10672500000000001
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=-0.01301814598755046 -0.014649573564336849 0.01860552178788967 -0.011018175601744944 0.016615241721255981 -0.024505011600842116 0.021583686024175888
leaf_weight=0.0010089615487431829 0.0014353981420719098 0.0019379447389412125 0.0018852875037412911 0.0013049280481864205 0.0010676360056569665 0.0010641318323506488
leaf_count=501 661 675 761 226 151 146
internal_value=0 0.00146553 0.00465173 -0.000429404 -0.0059663 0.00074437
internal_weight=0 0.00869533 0.00725993 0.00532198 0.00401706 0.00294942
internal_count=3121 2620 1959 1284 1058 907
is_linear=0
shrinkage=0.1


Tree=4823
num_leaves=9
num_cat=0
split_feature=4 42 156 43 42 43 1 16
split_gain=5.8264e-05 9.03279e-05 9.49999e-05 7.17836e-05 7.43362e-05 0.000125056 6.42894e-05 0.000100227
threshold=0.27287000000000006 0.091735000000000025 0.084085000000000007 0.12450000000000001 -1.0000000180025095e-35 -0.084004999999999982 0.094385000000000011 -0.088159999999999988
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=-0.00039154110127708651 0.00030062760147847643 -0.00058141662637206605 -0.00055558838995394249 0.00056115575380007523 0.00073135712896866027 0.00012175418193024648 0.00022827349522976727 -0.00068970482296447442
leaf_weight=0.001462870003065251 0.0019385531028261295 0.001175325817709935 0.0010516903849865132 0.0010055835612659677 0.001002232580012234 0.0012588193579707442 0.0019168312970767503 0.0010936125206745342
leaf_count=633 352 562 362 154 255 214 217 372
internal_value=0 -7.08939e-05 -2.64379e-06 7.24893e-05 -4.78934e-07 0.000108043 -3.82833e-05 -0.000255482
internal_weight=0 0.00996697 0.00879164 0.00773995 0.00673437 0.0052715 0.00426926 0.00235243
internal_count=3121 2769 2207 1845 1691 1058 803 586
is_linear=0
shrinkage=0.00196078


Tree=4824
num_leaves=7
num_cat=0
split_feature=11 13 0 0 48 4
split_gain=1.84972e-05 3.7707e-05 4.35497e-05 4.37533e-05 5.00564e-05 2.88494e-05
threshold=1.0000000180025095e-35 -0.084034999999999985 -0.019414999999999998 -0.10011499999999998 0.086260000000000017 -0.077679999999999985
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=0.023746882042345104 -0.012196134954615412 0.0097308149364804461 0.013625360248609705 -0.019858903360921332 -0.016804144916232926 0.0022483166000056621
leaf_weight=0.0011214239075349711 0.0011099005224139485 0.0019468828264933443 0.0012814211691255352 0.0017270073052988917 0.0011198462647680901 0.0014077617253897717
leaf_count=214 244 227 215 1494 105 622
internal_value=0 0.0015208 -0.00275054 -0.007128 4.13136e-05 0.0117806
internal_weight=0 0.00860434 0.00607516 0.00479374 0.00306673 0.00252919
internal_count=3121 2877 2041 1826 332 836
is_linear=0
shrinkage=0.1


Tree=4825
num_leaves=8
num_cat=0
split_feature=49 42 43 43 2 2 151
split_gain=1.69579e-05 4.7134e-05 4.15081e-05 5.32978e-05 5.30828e-05 3.77297e-05 3.02264e-05
threshold=-0.047584999999999995 0.091545000000000015 -0.17390999999999998 -0.0037449999999999996 0.11389000000000002 0.099185000000000009 -0.0067699999999999991
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=0.019068036398763942 0.018597091936844765 -0.022223553056592831 -0.021316686413418065 0.0006398107443427838 -0.016419169539604796 0.023302184523859095 -0.0046678835924220423
leaf_weight=0.0011290825407420709 0.0010969778297145677 0.0010237442020706302 0.001201249041217438 0.001947947117200791 0.0010924223978945394 0.0011794457843534731 0.0010222454473076906
leaf_count=232 136 620 1136 475 176 175 171
internal_value=0 -0.00227585 0.000857199 -0.00273255 0.00255777 0.00918656 0.00778945
internal_weight=0 0.00754179 0.00651804 0.00542106 0.00421982 0.00312739 0.00215133
internal_count=3121 2718 2098 1962 826 650 403
is_linear=0
shrinkage=0.1


Tree=4826
num_leaves=7
num_cat=0
split_feature=1 42 151 16 4 13
split_gain=1.54531e-05 3.50277e-05 3.5337e-05 9.09652e-05 5.51176e-05 5.8864e-05
threshold=0.12500000000000003 0.091545000000000015 -0.0083949999999999979 -0.25582999999999995 -0.0029599999999999995 -0.0034749999999999994
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=-0.013137604201506989 0.0095590569973814116 -0.019143781763708442 0.028447132942063365 0.017086773343671462 -0.016764635446898584 -0.012537733612600566
leaf_weight=0.0014641725165823426 0.0014297259023846277 0.0010103505911522861 0.0012244758831411809 0.0018103855028592482 0.001661931402138217 0.0010654794218113207
leaf_count=451 279 601 162 799 365 464
internal_value=0 -0.00170352 0.000734854 0.0042598 -0.0022669 0.00611119
internal_weight=0 0.0082368 0.00722644 0.00576227 0.0045378 0.00287586
internal_count=3121 2842 2241 1790 1628 1263
is_linear=0
shrinkage=0.1


Tree=4827
num_leaves=10
num_cat=0
split_feature=48 16 50 40 16 1 49 52 43
split_gain=3.72022e-05 8.67555e-05 6.55562e-05 6.15856e-05 0.000103559 9.02662e-05 7.43724e-05 7.21884e-05 6.77177e-05
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decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 8 -5 -7 -6
right_child=-2 2 -4 4 5 7 -8 -9 -10
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leaf_weight=0.0011087918997566481 0.0010665978584246333 0.0011467978324399318 0.0010045760333012464 0.0010509949501501428 0.0013067591166987826 0.0010408281916730409 0.0010852204800174778 0.0011473893096344383 0.0011825590139925674
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internal_value=0 3.45179e-05 -2.94741e-05 3.00891e-05 0.000100843 0.000264202 -0.000256856 0.000554724 8.8212e-06
internal_weight=0 0.0100739 0.00896512 0.00796055 0.00681375 0.00467754 0.00213622 0.00218822 0.00248932
internal_count=3121 3007 2815 2294 2037 1450 587 398 1052
is_linear=0
shrinkage=0.00196078


Tree=4828
num_leaves=10
num_cat=0
split_feature=48 50 4 12 3 47 52 2 4
split_gain=3.55072e-05 6.83246e-05 0.000106998 8.32873e-05 0.000148933 0.000115027 8.96545e-05 0.000101795 6.44397e-05
threshold=0.11951500000000001 0.088425000000000017 0.27834500000000006 -0.040564999999999997 0.10542000000000001 0.092165000000000011 -0.088204999999999992 0.092365000000000017 -0.0016099999999999997
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=-0.00052160159741263023 -0.00035680789619037793 -0.00046147240439125951 0.00066626177236470509 -0.00069914492640767959 0.00062636038067648628 0.00052463028127549562 0.00044635529221890804 -0.00056227773249110556 -0.00020493698265340487
leaf_weight=0.0010226900887029761 0.0010348114226775172 0.001001768720759238 0.0010515832446128933 0.0010764842646729996 0.0014951732165124076 0.001016903316885592 0.0013857857408910571 0.0010420832154566019 0.0010095644337738865
leaf_count=201 114 521 289 403 94 173 789 381 156
internal_value=0 2.45512e-05 7.80533e-05 1.20215e-06 7.73005e-05 -7.11295e-05 -0.000205343 -5.07019e-05 0.000171856
internal_weight=0 0.010102 0.00910027 0.00804868 0.00702599 0.00553082 0.00451392 0.00343743 0.00239535
internal_count=3121 3007 2486 2197 1996 1902 1729 1326 945
is_linear=0
shrinkage=0.00196078


Tree=4829
num_leaves=8
num_cat=0
split_feature=49 1 47 4 52 13 4
split_gain=1.63594e-05 3.84581e-05 4.95199e-05 6.59466e-05 6.77462e-05 6.30325e-05 3.04799e-05
threshold=-0.047584999999999995 0.12337000000000002 0.092530000000000015 0.053180000000000012 0.0031350000000000002 -0.0034749999999999994 0.0052350000000000009
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=-0.0036813495576935419 -0.0034022340377321048 0.013563425962014493 -0.025630629618481129 0.016523023929057447 0.0070420038140271883 -0.037496552051820203 0.020127285962733773
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leaf_count=257 688 244 244 313 889 340 146
internal_value=0 -0.00224122 -0.00547101 -0.00154434 -0.00851562 -0.0200414 0.00763761
internal_weight=0 0.00753405 0.00625566 0.00523583 0.00377807 0.00217025 0.00215603
internal_count=3121 2718 2474 2230 1917 1028 403
is_linear=0
shrinkage=0.1


Tree=4830
num_leaves=8
num_cat=0
split_feature=15 11 3 3 43 2 2
split_gain=4.07092e-05 2.86739e-05 5.21134e-05 5.04237e-05 8.77586e-05 3.69959e-05 4.86777e-05
threshold=0.091650000000000023 0.079915000000000014 -0.10519499999999998 -0.077774999999999983 -0.04890499999999999 0.092365000000000017 0.11144000000000001
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=0.00042475569278826655 -0.00037555877981752757 -0.00027590742089289143 -0.00035950705699316178 0.00050219740910043627 0.00016541362414002457 -0.00052025964470122233 6.8756117583429666e-06
leaf_weight=0.0013615042658136779 0.001020204374939898 0.0010150740419749517 0.0012057924314866552 0.0014431831981715233 0.0018630003350431868 0.0010720496296641401 0.0018117194999347397
leaf_count=188 497 184 1235 386 235 166 230
internal_value=0 3.606e-05 7.22209e-05 7.3218e-06 7.87794e-05 -4.99544e-05 -0.000189088
internal_weight=0 0.00977232 0.00875725 0.00739575 0.00618995 0.00474677 0.00288377
internal_count=3121 2624 2440 2252 1017 631 396
is_linear=0
shrinkage=0.00196078


Tree=4831
num_leaves=9
num_cat=0
split_feature=133 133 15 3 3 43 3 3
split_gain=4.14629e-05 8.83901e-05 8.72333e-05 8.06412e-05 6.12496e-05 0.000121776 5.28384e-05 0.00012566
threshold=0.099660000000000012 0.076280000000000014 0.024640000000000006 -0.13927999999999999 -0.077774999999999983 -0.03898999999999999 0.12178000000000001 0.090900000000000009
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=0.00050820758852756815 -0.00037867587270298418 0.00058553943891431217 -0.00043434516438336775 -0.00046478684581274576 0.00059560228711603546 -0.00038795470744271122 -0.00041032623373982695 0.00045024622579413432
leaf_weight=0.0012937038666891842 0.0010330138075205055 0.0010062269298164025 0.0016564160544673559 0.0010367715860064158 0.0012380543922387716 0.001303677947077044 0.0014294370040827536 0.0014551975751004864
leaf_count=198 483 556 816 343 185 244 173 123
internal_value=0 3.31689e-05 -2.58765e-05 6.13489e-05 -2.80972e-05 5.53375e-05 -0.000104363 5.41631e-05
internal_weight=0 0.0104195 0.00941326 0.00775684 0.00646314 0.00542637 0.00418831 0.00275888
internal_count=3121 2638 2082 1266 1068 725 540 367
is_linear=0
shrinkage=0.00196078


Tree=4832
num_leaves=8
num_cat=0
split_feature=52 0 15 1 3 4 51
split_gain=1.78494e-05 4.05622e-05 4.50703e-05 4.45932e-05 4.40953e-05 3.99294e-05 4.14915e-05
threshold=0.11434500000000002 -0.077999999999999986 -0.11713499999999999 0.094465000000000007 0.013900000000000001 -0.35136499999999998 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -3 -7
right_child=-2 5 3 -5 -6 6 -8
leaf_value=-0.021292050616950345 -0.01087398869388043 -0.0034145473854549388 -0.020252682991499234 0.014068171831657435 0.0075915634065932217 0.0048975300412498314 0.033451055427172284
leaf_weight=0.0011617340158325035 0.0013158672370983228 0.0013127506402889517 0.0012654454021701427 0.0015840906899954633 0.0010330502254065621 0.0010339018423248295 0.0010022247793729567
leaf_count=279 501 202 1179 210 69 245 436
internal_value=0 0.00165252 -0.00401177 0.00115878 -0.00773819 0.0101845 0.0189522
internal_weight=0 0.0083932 0.00504432 0.00388259 0.0022985 0.00334888 0.00203613
internal_count=3121 2620 1737 1458 1248 883 681
is_linear=0
shrinkage=0.1


Tree=4833
num_leaves=7
num_cat=0
split_feature=52 52 52 12 43 16
split_gain=1.75942e-05 4.35049e-05 3.77162e-05 4.68008e-05 5.34332e-05 8.34745e-05
threshold=-0.24456499999999998 -0.081429999999999989 -0.0064899999999999992 0.09334000000000002 -0.0037449999999999996 -0.36241499999999999
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=-0.012566736755203731 0.017464102855437282 -0.016987593687965461 -0.0077893304093371229 -0.011874621825946464 -0.0044589321587984029 0.031170326919546638
leaf_weight=0.0010048454378638041 0.0014132105934683229 0.0013221927042007722 0.0014761204514450758 0.0017818368323808086 0.001150998894053977 0.0015338689294784472
leaf_count=364 407 438 828 545 175 364
internal_value=0 0.00141065 -0.00171211 0.00168646 0.00749365 0.0158961
internal_weight=0 0.00867823 0.00726502 0.00594283 0.00416099 0.00268487
internal_count=3121 2757 2350 1912 1367 539
is_linear=0
shrinkage=0.1


Tree=4834
num_leaves=8
num_cat=0
split_feature=4 1 12 52 49 2 12
split_gain=1.76823e-05 5.58742e-05 3.73142e-05 5.92848e-05 8.02872e-05 8.73272e-05 8.37166e-05
threshold=0.24564500000000003 0.111945 0.098810000000000023 0.091275000000000009 -0.048674999999999989 0.092755000000000018 0.051320000000000005
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=0.015008746279613287 -0.0087848910782223552 0.023385665987889655 -0.018789716586960725 0.018164273979197797 0.019264052067541691 -0.035126328818907648 -0.019682263594381706
leaf_weight=0.001452010963968616 0.0010390001803159341 0.0011238308203063872 0.0011637975682501338 0.0014861778657794143 0.0010399231666175859 0.0011753501485473848 0.0011761442720894634
leaf_count=271 150 276 404 497 113 358 1052
internal_value=0 0.00793128 -0.00233285 0.000693001 -0.00466796 -0.0130924 -0.00140612
internal_weight=0 0.00216283 0.0074934 0.00632961 0.00484343 0.00339142 0.00221607
internal_count=3121 426 2695 2291 1794 1523 1165
is_linear=0
shrinkage=0.1


Tree=4835
num_leaves=7
num_cat=0
split_feature=52 0 13 4 15 4
split_gain=1.96072e-05 4.04131e-05 7.1074e-05 3.80808e-05 0.000138442 2.19369e-05
threshold=0.11434500000000002 -0.084269999999999984 -0.076384999999999995 0.0052350000000000009 -0.095869999999999983 -0.10429499999999998
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=-0.018951450644919668 -0.011442695633292563 0.027910276825092763 -0.011061560865046999 -0.017670897255479729 0.024391378730658341 0.0077879035734277199
leaf_weight=0.0013208704088600236 0.0013020441483987998 0.0013359600336353746 0.0011198030996970121 0.0017380344647098338 0.0014232866967060151 0.0013761950059347032
leaf_count=806 501 343 212 247 201 811
internal_value=0 0.0017547 0.00929497 -0.0046917 0.00126634 -0.000668709
internal_weight=0 0.00831415 0.00383196 0.00448219 0.00316132 0.002496
internal_count=3121 2620 1366 1254 448 1023
is_linear=0
shrinkage=0.1


Tree=4836
num_leaves=7
num_cat=0
split_feature=4 15 12 52 4 43
split_gain=1.72771e-05 4.76071e-05 3.46071e-05 5.50111e-05 5.56503e-05 4.55454e-05
threshold=0.24564500000000003 -0.15026499999999995 0.098810000000000023 -0.088204999999999992 -0.0016099999999999997 -0.0037449999999999996
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=-0.015202893971917923 0.022020045640042382 -0.007776518586484856 -0.018194957022891461 0.00027275090540595235 -0.0071857624886110588 0.026155939019350191
leaf_weight=0.0016275742581889621 0.0011288902250324974 0.0010213504352184662 0.0011580072732785603 0.0011844601551653871 0.0018688420981454296 0.0015957620444890007
leaf_count=535 266 160 404 941 395 420
internal_value=0 0.00786687 -0.00231095 0.000619571 0.0061588 0.0151289
internal_weight=0 0.00215024 0.00743465 0.00627664 0.00464906 0.00278022
internal_count=3121 426 2695 2291 1756 1361
is_linear=0
shrinkage=0.1


Tree=4837
num_leaves=7
num_cat=0
split_feature=43 43 457 13 15 0
split_gain=2.06754e-05 6.49836e-05 3.20954e-05 6.27416e-05 5.93231e-05 2.53112e-05
threshold=-0.04890499999999999 -0.092909999999999979 0.045365000000000009 -0.095304999999999987 -1.0000000180025095e-35 -0.055064999999999996
decision_type=2 2 2 2 2 2
left_child=1 5 3 -2 -5 -1
right_child=2 -3 -4 4 -6 -7
leaf_value=0.0057778109469717419 0.0071312879420424163 0.023196484744582337 0.01181149479805238 -0.0057060740832018631 -0.035117930461915248 -0.015787399421222367
leaf_weight=0.0011242880959044768 0.0019086910019325168 0.0013598136924209987 0.0011049534046681936 0.0019501902943097329 0.0010577065389116183 0.0010549518522444171
leaf_count=370 290 990 133 390 853 95
internal_value=0 0.00604226 -0.00358875 -0.0070498 -0.0160486 -0.00466173
internal_weight=0 0.00353905 0.00602154 0.00491659 0.0030079 0.00217924
internal_count=3121 1455 1666 1533 1243 465
is_linear=0
shrinkage=0.1


Tree=4838
num_leaves=7
num_cat=0
split_feature=50 3 133 1 0 3
split_gain=2.04525e-05 3.10831e-05 4.18192e-05 7.84589e-05 0.000109603 7.48742e-05
threshold=0.088425000000000017 -0.12018999999999998 0.083950000000000011 0.094825000000000007 -0.13455999999999999 0.10893000000000001
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=0.01347773603145405 -0.012900576676569318 0.0020134510761330845 0.014213495058769879 0.018083812411680687 -0.044009391390992712 -0.012344606151639362
leaf_weight=0.0017572864260844232 0.0010920570639521851 0.0010493582803864632 0.0013557773667624649 0.0017738143083212421 0.0010208632266264066 0.0014862488193823631
leaf_count=303 560 96 739 303 927 193
internal_value=0 0.00164271 -0.00146786 -0.00545648 -0.0206812 0.00421163
internal_weight=0 0.00844335 0.00668606 0.00533028 0.00207022 0.00326006
internal_count=3121 2561 2258 1519 1023 496
is_linear=0
shrinkage=0.1


Tree=4839
num_leaves=10
num_cat=0
split_feature=15 15 42 484 2 47 4 1 16
split_gain=3.37278e-05 3.53312e-05 5.24484e-05 9.18998e-05 4.91511e-05 3.93562e-05 4.71179e-05 3.49473e-05 5.18888e-06
threshold=0.091650000000000023 0.040760000000000005 0.075730000000000006 0.0038100000000000005 0.086590000000000014 0.10421000000000001 0.053925000000000008 0.093575000000000019 -0.012324999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 6 7 8 -1
right_child=-2 -3 4 -5 -6 -7 -8 -9 -10
leaf_value=-2.8674496157663566e-05 -0.00034433863951338644 0.00035639711794094645 -0.00058054126629095636 0.00062442631043971026 7.110096981103481e-06 0.00029479293331445712 -0.0004407843726735017 0.00031949791936300859 -0.00022752714997267454
leaf_weight=0.0010026330802713362 0.0010046460242574247 0.0011459881207463206 0.0010411322080740579 0.0010035988003407785 0.0011534529577172036 0.0011791483565801227 0.0011908689114525656 0.0010001918313683675 0.0010154940001042456
leaf_count=133 497 671 341 162 584 106 259 226 142
internal_value=0 3.30158e-05 -1.01439e-05 7.96501e-05 -0.000271677 -2.18166e-05 -0.000110511 1.9798e-05 -0.000128734
internal_weight=0 0.00973251 0.00858652 0.00639193 0.00219459 0.00538834 0.00420919 0.00301832 0.00201813
internal_count=3121 2624 1953 1028 925 866 760 501 275
is_linear=0
shrinkage=0.00196078


Tree=4840
num_leaves=8
num_cat=0
split_feature=50 15 16 150 0 43 13
split_gain=1.66087e-05 2.72031e-05 4.41578e-05 4.09648e-05 5.41841e-05 9.78575e-05 5.39443e-05
threshold=0.088425000000000017 -0.15026499999999995 -0.36241499999999999 0.086615000000000011 -0.11991499999999998 -0.074359999999999996 -0.0021749999999999994
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=0.016832972211278364 -0.011625388799389767 -0.018745358921074842 0.026407637350537513 -0.015061641529700888 0.03225331126042244 -0.015828129938199181 0.0012201146226526452
leaf_weight=0.0010147932667764186 0.0010928346018896943 0.0011383013871544808 0.0010691333440355499 0.0010797875015113893 0.0010139729599066708 0.0018631917454050816 0.0012514626806240893
leaf_count=326 560 216 150 227 408 1028 206
internal_value=0 0.00147724 -0.000624053 0.00266186 0.00634376 0.0011481 0.0151101
internal_weight=0 0.00843064 0.00741585 0.00627755 0.00519776 0.00412863 0.00226544
internal_count=3121 2561 2235 2019 1792 1642 614
is_linear=0
shrinkage=0.1


Tree=4841
num_leaves=8
num_cat=0
split_feature=0 1 13 15 3 2 2
split_gain=1.67941e-05 4.67695e-05 4.75622e-05 6.72323e-05 3.49712e-05 3.84777e-05 2.78048e-05
threshold=-0.061629999999999997 0.083135000000000014 -0.094514999999999988 -0.074054999999999996 0.076840000000000006 0.090675000000000019 0.090675000000000019
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 6 5 -2 -4
right_child=4 2 3 -5 -6 -7 -8
leaf_value=-0.021400096641393501 0.02731901077381943 0.019836122690351964 -0.0062786894454322038 -0.020731675054626239 -0.0095334561707558583 0.0010507967090301099 0.015046011785140088
leaf_weight=0.0011382647411177201 0.0010031021058064949 0.0010629059071935914 0.001057422304773163 0.0014967044406398334 0.0010278747025874793 0.0012556683343538293 0.0014497173921932758
leaf_count=1506 152 189 185 477 125 307 180
internal_value=0 -0.00308315 0.00103182 -0.00396018 0.00575785 0.0127163 0.00605201
internal_weight=0 0.00620501 0.00506675 0.00400384 0.00328665 0.00225877 0.00250714
internal_count=3121 2537 1031 842 584 459 365
is_linear=0
shrinkage=0.1


Tree=4842
num_leaves=7
num_cat=0
split_feature=11 43 12 13 52 16
split_gain=1.85327e-05 2.69851e-05 7.29659e-05 3.57095e-05 4.59364e-05 0.000102782
threshold=0.078065000000000009 -0.04890499999999999 0.051320000000000005 -0.095304999999999987 -0.069804999999999992 -0.074319999999999983
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=0.029131899899983851 -0.012802093252919583 0.0089117212726558329 -0.0028123120566476457 -0.025768366238912023 -0.017768568081367963 0.023144796494060954
leaf_weight=0.0011344027385105208 0.0010128257268981347 0.0017642384189301037 0.0019342942073646752 0.0010752812684496106 0.0015085372393984584 0.0010355159737918283
leaf_count=286 211 284 1097 214 654 375
internal_value=0 0.00151248 0.00899648 -0.00275348 -0.00843967 -0.00111544
internal_weight=0 0.00845227 0.0030687 0.00538357 0.00361933 0.00254405
internal_count=3121 2910 1383 1527 1243 1029
is_linear=0
shrinkage=0.1


Tree=4843
num_leaves=9
num_cat=0
split_feature=48 48 51 0 0 16 0 43
split_gain=5.71831e-05 7.00545e-05 9.12337e-05 8.99672e-05 5.40711e-05 0.000151433 5.20327e-05 6.16006e-05
threshold=0.11951500000000001 0.093265000000000015 0.086310000000000012 -0.17169499999999996 -0.11756999999999999 -0.25582999999999995 -0.077999999999999986 -0.074359999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -7 -8
right_child=-2 -3 -4 4 5 6 7 -9
leaf_value=0.00057166922989222192 -0.00043862263517647609 0.00050863005437263892 -0.00055613086341863146 -0.00040972850698696531 0.00073986724259388829 -0.00045768955066974597 0.00026156323058820665 -0.00027369726018626445
leaf_weight=0.0011084716614191198 0.0010715593041044089 0.0010840519761955688 0.001070707970551984 0.0011935422893457467 0.001002667152409314 0.0011735771415561859 0.0018484537821696076 0.0014953722263896583
leaf_count=110 114 239 325 202 217 1169 272 473
internal_value=0 3.80374e-05 -1.93289e-05 5.415e-05 -3.12966e-05 5.05274e-05 -0.000102476 2.21926e-05
internal_weight=0 0.00997684 0.00889279 0.00782208 0.00671361 0.00552007 0.0045174 0.00334383
internal_count=3121 3007 2768 2443 2333 2131 1914 745
is_linear=0
shrinkage=0.00196078


Tree=4844
num_leaves=7
num_cat=0
split_feature=159 151 4 16 16 1
split_gain=1.71618e-05 3.64505e-05 8.0456e-05 4.35278e-05 8.91378e-05 6.83375e-05
threshold=-1.0000000180025095e-35 -0.0083949999999999979 0.24564500000000003 -0.092484999999999984 -0.056919999999999991 0.083835000000000007
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=-0.012369866967204405 -0.011693708664122608 -0.016417367585973716 0.027506200731825966 0.0299983799750927 0.0080078107812493627 -0.022052452991619606
leaf_weight=0.0010062416721760758 0.0016897335505695289 0.0013086151604200279 0.0012613438674465311 0.0010316945640805775 0.0019176665037699604 0.0012487154459570353
leaf_count=509 512 309 305 720 420 346
internal_value=0 0.0014448 0.004725 -0.000493178 0.00447068 -0.00384695
internal_weight=0 0.00845777 0.00676804 0.00550669 0.00419808 0.00316638
internal_count=3121 2612 2100 1795 1486 766
is_linear=0
shrinkage=0.1


Tree=4845
num_leaves=7
num_cat=0
split_feature=15 43 16 42 48 0
split_gain=1.91302e-05 2.86702e-05 4.85758e-05 4.27681e-05 9.15752e-05 4.56187e-05
threshold=-0.11713499999999999 -0.17390999999999998 0.22339500000000004 0.086325000000000013 0.086260000000000017 -0.084269999999999984
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=-0.0097264498736599585 0.01471786424154161 0.0076027641714072726 -0.018526218752224804 -0.014859246222934606 -0.013719273578130462 0.033775366357368185
leaf_weight=0.0016708316938480921 0.0014559152824371365 0.0016019746935191093 0.0012472927064949681 0.0010137244376969392 0.0013026553534075912 0.001139785376212254
leaf_count=484 184 591 385 796 192 489
internal_value=0 0.00206946 -0.000851041 0.0035075 0.00811109 0.0184831
internal_weight=0 0.00776135 0.00630543 0.00505814 0.00404442 0.00274176
internal_count=3121 2637 2453 2068 1272 1080
is_linear=0
shrinkage=0.1


Tree=4846
num_leaves=7
num_cat=0
split_feature=16 1 150 16 16 52
split_gain=1.94408e-05 6.0951e-05 4.86408e-05 5.19435e-05 4.45318e-05 3.22894e-05
threshold=0.38525000000000004 0.077565000000000009 0.080470000000000014 -0.36241499999999999 -0.056919999999999991 1.0000000180025095e-35
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=-0.0050508476195165177 0.010996128689752693 -0.020295163482529494 0.0200506036090333 0.015674130977402206 -0.0077730061560883704 -0.028878118109265372
leaf_weight=0.0012808549187978925 0.0013696025993574579 0.0011030333417770214 0.0013718512207202913 0.0017484885951023874 0.0015091386020835676 0.0010229598453356508
leaf_count=657 311 212 295 388 404 854
internal_value=0 -0.00189326 0.00362768 -0.00153893 0.00481194 -0.0156308
internal_weight=0 0.00803633 0.00573251 0.00436066 0.00325763 0.00230381
internal_count=3121 2810 1299 1004 792 1511
is_linear=0
shrinkage=0.1


Tree=4847
num_leaves=8
num_cat=0
split_feature=48 3 42 13 4 1 1
split_gain=3.94359e-05 5.39484e-05 0.000108923 8.93668e-05 5.73622e-05 8.94607e-05 8.26217e-05
threshold=-0.024949999999999996 -0.078934999999999991 0.08623500000000002 -0.023499999999999997 0.053925000000000008 0.094465000000000007 0.07863500000000001
decision_type=2 2 2 2 2 2 2
left_child=-1 3 4 -2 5 6 -3
right_child=1 2 -4 -5 -6 -7 -8
leaf_value=0.00035586689768830144 -0.00058123742300498213 0.00021956179628794989 0.00058262622440729238 3.6112018269393779e-05 -0.00032871087180053569 0.00054993998342977701 -0.00052150438266700485
leaf_weight=0.0010086149679318862 0.0016417747421396556 0.0012304555166127978 0.0012254744491071281 0.0019994201163488238 0.0019974797095726818 0.0011004169410294938 0.0010915185725458645
leaf_count=186 918 146 564 741 247 204 115
internal_value=0 -5.0412e-05 5.46989e-05 -0.000242244 -6.46696e-05 8.94382e-05 -0.0001288
internal_weight=0 0.0102865 0.00664535 0.00364119 0.00541987 0.00342239 0.00232197
internal_count=3121 2935 1276 1659 712 465 261
is_linear=0
shrinkage=0.00196078


Tree=4848
num_leaves=8
num_cat=0
split_feature=50 4 40 47 3 2 2
split_gain=2.01726e-05 2.57253e-05 4.30587e-05 5.64559e-05 5.74913e-05 7.53827e-05 4.998e-05
threshold=0.088425000000000017 0.27834500000000006 -1.0000000180025095e-35 0.092165000000000011 0.10732000000000001 0.092365000000000017 0.086590000000000014
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=-0.019252767565219653 -0.012922667450971849 0.015060352382199188 -0.010030782220902106 0.022800013133165067 0.017943270559040457 -0.028368795417963773 0.018065630248502721
leaf_weight=0.0010605942272045006 0.0010748948963045435 0.0012183477605760846 0.0015077473963957858 0.0011253670375254588 0.0011162026046091372 0.0012194474861498125 0.0010914558505465935
leaf_count=224 560 315 654 198 92 599 479
internal_value=0 0.00163275 -0.000664667 0.00258842 -0.00202072 -0.00785626 0.00176745
internal_weight=0 0.00833916 0.00712081 0.00606022 0.00493485 0.00381865 0.0025992
internal_count=3121 2561 2246 2022 1824 1732 1133
is_linear=0
shrinkage=0.1


Tree=4849
num_leaves=6
num_cat=0
split_feature=0 15 15 16 0
split_gain=1.79581e-05 3.32018e-05 0.000105772 9.28293e-05 4.12793e-05
threshold=-1.0000000180025095e-35 -0.016799999999999995 1.0000000180025095e-35 -0.056919999999999991 -0.20211999999999997
decision_type=2 2 2 2 2
left_child=1 3 -3 4 -1
right_child=-2 2 -4 -5 -6
leaf_value=-0.01129915679160489 0.0084406176701190411 0.032365723257325223 -0.008002375438751241 -0.027302492467730945 0.012569759802357536
leaf_weight=0.0012312967356657985 0.0019769660142376312 0.0010007665542936229 0.001847006688551357 0.0015663371247466081 0.0017605001848788652
leaf_count=99 325 261 1162 685 589
internal_value=0 -0.00228714 0.00618381 -0.00757952 0.00274633
internal_weight=0 0.00740591 0.00284777 0.00455813 0.0029918
internal_count=3121 2796 1423 1373 688
is_linear=0
shrinkage=0.1


Tree=4850
num_leaves=7
num_cat=0
split_feature=50 51 43 52 48 0
split_gain=1.72435e-05 2.55012e-05 3.90587e-05 6.12039e-05 6.95509e-05 3.98964e-05
threshold=0.088425000000000017 -0.076794999999999988 -0.14968999999999996 0.084960000000000022 0.085845000000000019 -0.10096999999999999
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=-0.0095633647394140903 -0.011978940914078699 0.020067806306995777 0.028251331838382833 -0.018655478060102936 -0.0091227407076256064 0.0021603504880929152
leaf_weight=0.001660597250050736 0.0010686841326567704 0.0012692477881213757 0.0014071689515938201 0.0012661102699483414 0.0016790164349403131 0.00100439881072237
leaf_count=500 560 193 228 700 317 623
internal_value=0 0.00151779 0.00429496 0.000557644 0.00650445 0.0173846
internal_weight=0 0.00828654 0.00662594 0.00535669 0.00409058 0.00241157
internal_count=3121 2561 2061 1868 1168 851
is_linear=0
shrinkage=0.1


Tree=4851
num_leaves=9
num_cat=0
split_feature=42 40 47 50 52 2 16 151
split_gain=4.8841e-05 7.41659e-05 6.63709e-05 6.25144e-05 8.29443e-05 8.31556e-05 8.39725e-05 7.64147e-05
threshold=-0.095859999999999987 -0.013874999999999998 0.10813000000000002 0.07826000000000001 -0.088204999999999992 0.084055000000000005 -0.008904999999999998 -0.0083949999999999979
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=-0.00041936839057081011 0.00049073331589199402 -0.00031162951736677784 -0.00050485923030460554 -0.00041425149545440399 0.00066118078121859376 -0.00055287231342825019 0.00044393152426436982 0.00012991358122776774
leaf_weight=0.0010189734092105286 0.0011907095125028152 0.0014935894412945539 0.0010052208389907261 0.0010575888560840881 0.0012187601819912963 0.0010194345843304844 0.001541865549198787 0.0016504344115970163
leaf_count=241 295 422 153 494 327 140 268 781
internal_value=0 3.08886e-05 -3.00381e-05 2.97614e-05 9.75802e-05 0.000210128 7.9606e-05 -0.000130794
internal_weight=0 0.0101776 0.00898689 0.00798167 0.00692408 0.00543049 0.00421173 0.00266987
internal_count=3121 2880 2585 2432 1938 1516 1189 921
is_linear=0
shrinkage=0.00196078


Tree=4852
num_leaves=10
num_cat=0
split_feature=42 47 43 16 50 16 16 2 0
split_gain=6.78959e-05 7.9375e-05 0.000136573 0.00010464 0.000115358 8.8142e-05 5.78769e-05 4.77116e-05 4.90706e-05
threshold=-0.095859999999999987 0.10904500000000002 -0.17390999999999998 0.22339500000000004 0.079410000000000008 0.0047850000000000011 -0.5048999999999999 0.092875000000000013 -0.11991499999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4 8 -8
right_child=1 -3 3 -5 -6 -7 7 -9 -10
leaf_value=-0.00048049137449058713 0.00078285609008104762 -0.00043089274653841642 0.00046670195429002485 -0.00052641752560864791 -0.0005015190644219918 0.00063347103252849447 0.00040799531855265189 -0.0003473115369475706 -0.00017797960072781448
leaf_weight=0.0010526968784899801 0.0010136077552768295 0.001207149015721466 0.0011212474083817222 0.0011575765538249716 0.001016872810404662 0.0014516752575549664 0.0011547619477783318 0.001275810550537302 0.0010481708637249021
leaf_count=241 118 175 164 328 495 223 84 395 898
internal_value=0 4.19619e-05 0.000103739 2.00597e-05 0.000109553 0.000212233 7.92978e-05 -4.5568e-05 0.000129184
internal_weight=0 0.0104469 0.00923972 0.00822612 0.00706854 0.00605167 0.00459999 0.00347874 0.00220293
internal_count=3121 2880 2705 2587 2259 1764 1541 1377 982
is_linear=0
shrinkage=0.00196078


Tree=4853
num_leaves=9
num_cat=0
split_feature=11 48 0 2 0 4 12 13
split_gain=5.39089e-05 0.000106491 0.000145062 6.98442e-05 6.57675e-05 0.000110086 0.000122345 4.92083e-05
threshold=0.080455000000000013 0.016865000000000002 -0.20211999999999997 0.11237500000000002 -0.11756999999999999 0.09173000000000002 0.084100000000000022 -0.084154999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 -6 -8
right_child=-2 2 -4 -5 5 -7 7 -9
leaf_value=-0.00060236267456237032 -0.00043859516981731354 -8.8701381350678591e-05 0.00075097921434107021 0.00030512478836956395 0.00019279694557243753 0.00044526453918757145 -0.00025417271141111778 -0.00086058431833628264
leaf_weight=0.0011782578094602508 0.00100067531873112 0.0015587912731274134 0.0016059812470652695 0.0013579978632820757 0.0013848344470246943 0.0011396536225416641 0.0010168233829359894 0.0010413626177398333
leaf_count=168 189 82 494 340 278 170 340 1060
internal_value=0 3.81402e-05 0.000337399 -9.48976e-05 -0.000189193 -8.29625e-05 -0.000257808 -0.000560994
internal_weight=0 0.0102837 0.00316477 0.00711893 0.00576093 0.00458267 0.00344302 0.00205819
internal_count=3121 2932 576 2356 2016 1848 1678 1400
is_linear=0
shrinkage=0.00196078


Tree=4854
num_leaves=9
num_cat=0
split_feature=47 47 48 49 3 4 16 4
split_gain=7.4111e-05 7.89797e-05 5.04933e-05 5.90841e-05 8.52174e-05 7.51801e-05 6.32465e-05 5.21734e-05
threshold=0.13148500000000005 0.10254000000000001 -1.0000000180025095e-35 1.0000000180025095e-35 -0.078934999999999991 -0.10429499999999998 -0.088159999999999988 -0.0016099999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -6 -8
right_child=-2 -3 3 -5 6 -7 7 -9
leaf_value=0.00038960394153444321 -0.00051848129369167059 0.00055828573504516769 -0.00066726337336595412 -0.00051096476176109705 0.00047215852075146151 -1.4847404448677434e-05 0.00022851104894646714 -0.00030959539462623606
leaf_weight=0.0010388736669031994 0.0010073210603084156 0.0010143039812651458 0.0011194781238579672 0.0010196896855154446 0.0016181841239334641 0.0017261220311678256 0.0015314498720926306 0.0012649270542746185
leaf_count=186 65 187 184 580 250 1088 436 145
internal_value=0 3.86873e-05 -1.78688e-05 -6.89944e-05 -6.9197e-06 -0.000271512 0.000163635 -1.48987e-05
internal_weight=0 0.010333 0.00931872 0.00827985 0.00726016 0.0028456 0.00441456 0.00279638
internal_count=3121 3056 2869 2683 2103 1272 831 581
is_linear=0
shrinkage=0.00196078


Tree=4855
num_leaves=8
num_cat=0
split_feature=48 11 13 12 2 1 1
split_gain=4.2819e-05 5.02111e-05 7.86908e-05 5.9384e-05 0.000102313 5.87754e-05 4.88714e-05
threshold=-0.015314999999999997 1.0000000180025095e-35 -0.084034999999999985 0.051320000000000005 0.11215000000000001 0.094465000000000007 0.08844500000000001
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=0.00038182907448611409 6.6105541153169223e-05 -0.00044691000524995852 -2.6939845923042308e-05 -0.00040441731907108521 -0.00045165786632292507 0.0005364180259253737 0.00060195664086820156
leaf_weight=0.0010046319991049183 0.0016175216249147528 0.0010569547168575661 0.0016532001954606475 0.0019140455795914595 0.0012693419915614282 0.0012506467485850616 0.0010989649543275087
leaf_count=189 548 230 181 1393 155 178 247
internal_value=0 -4.30961e-05 5.38493e-06 -0.000118453 1.27059e-05 0.000215691 0.000282886
internal_weight=0 0.00986068 0.00880372 0.00608723 0.00417319 0.00290385 0.00271649
internal_count=3121 2932 2702 1907 514 359 795
is_linear=0
shrinkage=0.00196078


Tree=4856
num_leaves=7
num_cat=0
split_feature=16 1 16 16 2 13
split_gain=1.89183e-05 5.10218e-05 4.66249e-05 3.50294e-05 4.29885e-05 2.56304e-05
threshold=0.38525000000000004 0.077565000000000009 -0.008904999999999998 -0.087989999999999985 0.093175000000000022 -0.076599999999999988
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=-0.0040987531899578334 0.010800093400705911 0.015794195536734522 0.019467972536328156 -0.014472968202330506 -0.0082580805907382076 -0.025093837729883633
leaf_weight=0.0011860226269851588 0.0013747100666107815 0.0015720073358999713 0.0013433095634286709 0.0014618583200172244 0.0014092285401865459 0.0011407047772513915
leaf_count=711 311 261 356 439 243 800
internal_value=0 -0.00188592 0.00314274 -0.00179298 0.0044247 -0.0143918
internal_weight=0 0.00811313 0.0057864 0.00444309 0.00298124 0.00232673
internal_count=3121 2810 1299 943 504 1511
is_linear=0
shrinkage=0.1


Tree=4857
num_leaves=8
num_cat=0
split_feature=2 13 160 12 0 16 2
split_gain=3.59857e-05 4.92752e-05 4.63025e-05 4.71155e-05 8.21751e-05 6.647e-05 3.70253e-05
threshold=0.099185000000000009 -0.08971999999999998 0.083670000000000008 0.088365000000000013 -0.077809999999999976 -0.056919999999999991 0.12358500000000001
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 -1 -3
right_child=1 6 -4 4 -6 -7 -8
leaf_value=0.00049749253635820415 0.00041204825769078829 -0.00018610696351910783 -0.00047552571499001156 -0.00064610942984685144 9.510209520470386e-05 -0.00010378445589394152 0.00026574956953090206
leaf_weight=0.0011827179944688881 0.0015371173194094444 0.001893802179853241 0.0010629195805695142 0.0010375431229330189 0.0012901159169463384 0.0017568860121500592 0.0011034221378837872
leaf_count=561 200 498 274 561 336 470 221
internal_value=0 0.000126623 -0.000102219 -2.68864e-05 -0.000235289 0.000138133 -1.97569e-05
internal_weight=0 0.00453434 0.00633018 0.00526726 0.00232766 0.0029396 0.00299722
internal_count=3121 919 2202 1928 897 1031 719
is_linear=0
shrinkage=0.00196078


Tree=4858
num_leaves=7
num_cat=0
split_feature=0 2 150 15 3 0
split_gain=1.85307e-05 3.11858e-05 5.08119e-05 5.79554e-05 4.82525e-05 8.75337e-06
threshold=-1.0000000180025095e-35 0.088850000000000012 0.084335000000000007 -0.015744999999999999 -0.078934999999999991 -0.08824499999999999
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=-0.02295874071394011 0.0085003944182627609 -0.01409466676205918 0.021365846871154663 0.015770088664615482 -0.00580862126898311 0.0073654259089535982
leaf_weight=0.0014778640193194616 0.0020008835303417585 0.0018312206657048211 0.0011570097185107757 0.0010071864388310826 0.0010016188780737061 0.0010159058510152963
leaf_count=1064 325 670 200 445 169 248
internal_value=0 -0.00233244 0.00370261 -0.00349739 -0.00923083 0.000825048
internal_weight=0 0.00749081 0.00399542 0.00283841 0.00349539 0.00201752
internal_count=3121 2796 1315 1115 1481 417
is_linear=0
shrinkage=0.1


Tree=4859
num_leaves=9
num_cat=0
split_feature=42 40 47 16 43 151 13 1
split_gain=6.1327e-05 5.72774e-05 9.15837e-05 9.77126e-05 7.33651e-05 6.67584e-05 8.07665e-05 0.00014837
threshold=-0.095859999999999987 -0.013874999999999998 0.10904500000000002 -0.5048999999999999 -0.084004999999999982 -0.0038099999999999996 -0.094514999999999988 0.095285000000000022
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6 -7 -8
right_child=1 2 -4 4 5 6 7 -9
leaf_value=-0.00046956312417013852 0.00044448839907487069 0.00060431293412154452 -0.00057274542591491081 0.00032160769513858223 0.00024165304999945446 0.00015231437385478986 -0.001019051294120891 -9.25522363025405e-05
leaf_weight=0.0010062594288474105 0.0011779740292559389 0.0010768625708688423 0.0010068032500060867 0.0017243428754482228 0.0013040969876458811 0.0012187107372190979 0.0010867363258627207 0.0017104673463102015
leaf_count=241 295 134 147 466 196 193 1173 276
internal_value=0 3.75797e-05 -1.4932e-05 5.42212e-05 -2.98707e-05 -0.000143793 -0.00026896 -0.000452505
internal_weight=0 0.010306 0.00912802 0.00812122 0.00704435 0.00532001 0.00401591 0.0027972
internal_count=3121 2880 2585 2438 2304 1838 1642 1449
is_linear=0
shrinkage=0.00196078


Tree=4860
num_leaves=7
num_cat=0
split_feature=42 160 151 16 1 0
split_gain=1.70117e-05 4.60207e-05 5.30767e-05 5.37662e-05 0.000107382 5.25908e-05
threshold=-0.025789999999999997 -1.0000000180025095e-35 -0.0083949999999999979 -0.071854999999999988 0.099660000000000012 -0.057069999999999989
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=-0.009772359402362327 -0.011895315410681962 -0.012788281348109002 0.0014087057525669423 -0.016542335358492106 0.043743805916229589 0.012812997076104858
leaf_weight=0.0015134420894034389 0.0018791401325895735 0.0012067055797988068 0.0012755486662167739 0.001060725306603197 0.0011298515760595964 0.0014371628642258346
leaf_count=712 837 302 486 365 196 223
internal_value=0 0.0017904 0.00599946 0.0106232 0.0212941 0.000347289
internal_weight=0 0.00798913 0.00610999 0.00490329 0.0024054 0.00249789
internal_count=3121 2409 1572 1270 682 588
is_linear=0
shrinkage=0.1


Tree=4861
num_leaves=9
num_cat=0
split_feature=11 2 52 3 3 0 12 1
split_gain=3.41635e-05 4.92236e-05 0.000115649 9.55069e-05 8.74146e-05 6.0531e-05 6.8482e-05 8.15064e-06
threshold=0.079915000000000014 0.10912000000000001 0.10160000000000001 0.090900000000000009 0.12178000000000001 -0.084269999999999984 0.088615000000000013 0.091345000000000023
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 5 -3 7 -7 -1
right_child=-2 4 -4 -5 -6 6 -8 -9
leaf_value=-0.00047383128276438279 -0.00035143069746265427 0.00060809497187951371 -0.00066071980377343912 0.00046300267451321455 -8.6786556263071011e-05 0.00045647744391945176 -0.00021927727628671438 -0.00022530295063050954
leaf_weight=0.0010278078759419175 0.0010155694802129059 0.001337631132458765 0.0010520317463645649 0.001549155647241526 0.001451066486042929 0.0011347094458882816 0.0011722121643307985 0.0010018856611493723
leaf_count=759 199 390 443 139 162 385 515 129
internal_value=0 2.65083e-05 -6.19275e-05 4.51016e-05 0.000246521 -0.000104184 0.000113107 -0.000351154
internal_weight=0 0.0097265 0.0069378 0.00588577 0.0027887 0.00433662 0.00230692 0.00202969
internal_count=3121 2922 2370 1927 552 1788 900 888
is_linear=0
shrinkage=0.00196078


Tree=4862
num_leaves=9
num_cat=0
split_feature=15 15 457 49 0 52 0 47
split_gain=3.34247e-05 5.38722e-05 5.61857e-05 7.29399e-05 8.96911e-05 5.85385e-05 5.87627e-05 3.31794e-05
threshold=-0.24436499999999997 -0.095869999999999983 0.088350000000000026 -0.006494999999999999 -0.083914999999999976 0.091275000000000009 -0.019414999999999998 0.092530000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=-1 7 3 -3 -5 6 -6 -2
right_child=1 2 -4 4 5 -7 -8 -9
leaf_value=0.00033086998924933313 -7.1104277771643579e-05 -0.0003926330462674587 0.00045781478134793396 0.00048886197976226746 -0.00061173321092149592 0.0001992666823256217 2.9334757281606452e-05 -0.0005701871989708926
leaf_weight=0.0010337616418866552 0.0010139768590201911 0.0016362580010767704 0.0010418330880908521 0.0014914439542176249 0.0010863834905514959 0.0016739540833925885 0.001112874636232641 0.0010347654940484094
leaf_count=253 222 408 137 696 710 370 174 151
internal_value=0 -3.9325e-05 3.29813e-05 -3.02398e-05 8.02927e-05 -7.70337e-05 -0.000287338 -0.000323178
internal_weight=0 0.0100915 0.00804275 0.00700091 0.00536466 0.00387321 0.00219926 0.00204874
internal_count=3121 2868 2495 2358 1950 1254 884 373
is_linear=0
shrinkage=0.00196078


Tree=4863
num_leaves=7
num_cat=0
split_feature=11 2 52 133 0 0
split_gain=1.75466e-05 2.96451e-05 9.06247e-05 0.000110949 7.76845e-05 7.29254e-05
threshold=0.078065000000000009 0.10912000000000001 0.084960000000000022 0.061605000000000007 -0.15090499999999998 -0.10607499999999999
decision_type=2 2 2 2 2 2
left_child=1 2 3 5 -3 -1
right_child=-2 4 -4 -5 -6 -7
leaf_value=0.01053768913625814 -0.01249928120814278 -0.0077881245129453412 -0.025484564037461094 0.033272602737121966 0.027784442246078789 -0.017535660821840823
leaf_weight=0.0017969540778188338 0.0010124044418555215 0.0011821995980553458 0.0013217716065967115 0.0010238254229765599 0.0012770994711933867 0.0019076203900498237
leaf_count=201 211 90 799 600 461 759
internal_value=0 0.0014268 -0.00233631 0.00413453 0.0106845 -0.0039183
internal_weight=0 0.00850947 0.00605017 0.0047284 0.0024593 0.00370457
internal_count=3121 2910 2359 1560 551 960
is_linear=0
shrinkage=0.1


Tree=4864
num_leaves=9
num_cat=0
split_feature=47 47 4 151 4 16 4 16
split_gain=6.65538e-05 0.000102863 5.11061e-05 8.18753e-05 9.69321e-05 5.37241e-05 4.43125e-05 3.32076e-05
threshold=0.13148500000000005 0.10254000000000001 0.27834500000000006 -0.024429999999999997 -0.0029599999999999995 -0.092484999999999984 -0.084369999999999987 0.066275000000000014
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=0.00033971934259775034 -0.00049343381568896618 0.00062802000373334878 0.00034441261550228293 -0.00040704247151943828 -0.00079623399697768273 -0.00021351836985667312 0.0002938087343672878 4.8576413951093656e-05
leaf_weight=0.0014011648813823333 0.001000971945138064 0.0010164408752199759 0.0012096595178553845 0.001071845556291065 0.0011590900389330081 0.0012800990994422928 0.0013591994141088238 0.0014430524812898944
leaf_count=403 65 187 304 385 262 277 1037 201
internal_value=0 3.70095e-05 -3.03056e-05 -8.9063e-05 -0.000184227 -0.000490422 8.55846e-06 -0.000145608
internal_weight=0 0.00994055 0.00892411 0.00771445 0.00631329 0.00243919 0.0038741 0.0025149
internal_count=3121 3056 2869 2565 2162 539 1623 586
is_linear=0
shrinkage=0.00196078


Tree=4865
num_leaves=8
num_cat=0
split_feature=0 12 15 1 3 16 13
split_gain=1.80265e-05 4.13494e-05 3.93547e-05 3.91468e-05 9.95007e-05 5.89404e-05 3.38998e-05
threshold=-0.061629999999999997 0.090995000000000006 -1.0000000180025095e-35 0.094385000000000011 0.12178000000000001 -0.083539999999999989 -0.029529999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 3 -2 5 -5 -1 -4
right_child=2 -3 6 4 -6 -7 -8
leaf_value=0.0067903421688545601 0.02148826876670935 -0.018320945849462953 -0.01536786479671165 0.026895565681762892 -0.012668665265156785 -0.025864205664661563 0.0094885656955351529
leaf_weight=0.0011760338234400453 0.0010878075802799752 0.0014051301747171271 0.001000545611831116 0.0014502447699741329 0.0011316768967255392 0.0010429331652651872 0.0012149183653865775
leaf_count=504 267 806 98 263 141 823 219
internal_value=0 -0.00323298 0.00591132 0.00118298 0.00955425 -0.00855757 -0.00173707
internal_weight=0 0.00620602 0.00330327 0.00480089 0.00258192 0.00221897 0.00221546
internal_count=3121 2537 584 1731 404 1327 317
is_linear=0
shrinkage=0.1


Tree=4866
num_leaves=9
num_cat=0
split_feature=133 42 0 13 47 1 0 2
split_gain=3.00061e-05 4.9198e-05 7.21922e-05 0.000137489 8.04823e-05 8.46975e-05 0.000113212 3.85357e-05
threshold=0.099660000000000012 -0.088934999999999986 -0.060129999999999996 -0.036034999999999991 0.092530000000000015 0.094090000000000021 -0.15090499999999998 0.086285000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 7 -7 -3
right_child=-2 2 3 -5 -6 6 -8 -9
leaf_value=-0.00036219052244794962 -0.00032690288920805816 0.00010039083146029472 -0.00016347483453166877 0.00077069482602861079 -0.00046067817647567794 -3.4768031908773268e-05 0.00081618278883960891 -0.00038917598554937682
leaf_weight=0.0011179992183616644 0.0010276264505743741 0.0011038607113325037 0.0010818066506466802 0.0013764053288090707 0.0013514780113576879 0.001367316813052381 0.0010726431392802252 0.0014048875558798145
leaf_count=323 483 512 162 289 230 104 294 724
internal_value=0 2.51527e-05 7.45966e-05 0.000359587 -3.66011e-05 7.92132e-05 0.000339323 -0.000173764
internal_weight=0 0.0098764 0.0087584 0.00245821 0.00630019 0.00494871 0.00243996 0.00250875
internal_count=3121 2638 2315 451 1864 1634 398 1236
is_linear=0
shrinkage=0.00196078


Tree=4867
num_leaves=7
num_cat=0
split_feature=484 160 42 43 2 15
split_gain=1.66008e-05 3.34444e-05 5.22202e-05 4.89734e-05 5.51307e-05 5.48914e-05
threshold=0.084040000000000017 -1.0000000180025095e-35 -0.025789999999999997 -0.074359999999999996 0.089885000000000007 -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=-0.01699276113834031 0.011684663279621657 -0.017610484790574706 0.019937356744127652 -0.017717699773940481 0.019056367781741582 -0.0077076336201869784
leaf_weight=0.0012017219005768754 0.0010687649456437966 0.0012451344566601569 0.0015900852917984723 0.0013113364355052397 0.0016677470052225436 0.0014177353369587259
leaf_count=632 368 572 479 523 277 270
internal_value=0 -0.0015445 0.00102248 0.0048977 -0.000541312 0.00675869
internal_weight=0 0.00843376 0.00723204 0.0059869 0.00439682 0.00308548
internal_count=3121 2753 2121 1549 1070 547
is_linear=0
shrinkage=0.1


Tree=4868
num_leaves=8
num_cat=0
split_feature=48 16 15 2 47 4 12
split_gain=3.63867e-05 7.93879e-05 5.76738e-05 8.37145e-05 8.23791e-05 0.000102559 6.38459e-05
threshold=0.11951500000000001 -0.5048999999999999 -0.14147499999999996 0.11093500000000002 0.085270000000000026 -0.35136499999999998 0.084100000000000022
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=0.00052798050038846108 -0.00036435695729279281 -0.00045908925531054542 -0.00073439339264650587 0.00050406102229693598 0.00032603875774993031 0.00020539754631068797 -0.00031325850355900712
leaf_weight=0.0010824478339950183 0.0010050065113907892 0.0010803812268620405 0.0010491449198342362 0.0011831088264839182 0.0015594115341902668 0.001936127737203418 0.0017259453211035363
leaf_count=192 114 334 160 292 200 397 1432
internal_value=0 2.7747e-05 -3.57014e-05 2.56665e-05 -6.45944e-05 -0.000193894 -3.90465e-05
internal_weight=0 0.00961657 0.00853412 0.00745374 0.00627063 0.00471122 0.00366207
internal_count=3121 3007 2815 2481 2189 1989 1829
is_linear=0
shrinkage=0.00196078


Tree=4869
num_leaves=7
num_cat=0
split_feature=15 151 49 0 52 12
split_gain=1.67508e-05 3.20842e-05 4.84765e-05 4.2093e-05 6.15515e-05 3.83966e-05
threshold=-0.11713499999999999 -0.077429999999999985 -0.054319999999999993 -0.10096999999999999 0.083680000000000018 0.087995000000000004
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=-0.0090745531411035411 0.017917781317777326 -0.018095296430495244 0.016670090026714993 -0.027287204045558622 0.01166865552000221 1.9224768584506048e-05
leaf_weight=0.0016932708956823401 0.0010775344898467801 0.0012901062528978382 0.0016720034017348234 0.0010598743858112199 0.0017034667177277525 0.0010015671115790837
leaf_count=484 390 198 219 401 773 656
internal_value=0 0.00189761 -0.000668498 0.00346665 -0.00239703 -0.0140202
internal_weight=0 0.00780455 0.00672702 0.00543691 0.00376491 0.00206144
internal_count=3121 2637 2247 2049 1830 1057
is_linear=0
shrinkage=0.1


Tree=4870
num_leaves=9
num_cat=0
split_feature=48 159 0 2 13 15 13 12
split_gain=3.77427e-05 4.60098e-05 7.05338e-05 0.000155535 8.19584e-05 5.84015e-05 8.25003e-05 0.000110055
threshold=-0.024949999999999996 -1.0000000180025095e-35 -0.20211999999999997 0.11293500000000002 -0.13710499999999998 -0.036009999999999993 -0.076599999999999988 0.051320000000000005
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=0.00035589301897475929 -0.00042845998201060392 -0.00036942552028654317 -0.00054720186661545624 0.00065312235685832882 -0.00023975502707284597 0.00066149985001871174 0.00042311072829698417 -0.00044675178411339309
leaf_weight=0.0010145595978077919 0.0010546787085412594 0.0016049618928894987 0.0010733597186941054 0.0014805553860544529 0.0017470109801584091 0.0010365706516565136 0.0011291855653385809 0.0011078309849315521
leaf_count=186 501 87 106 388 665 398 113 677
internal_value=0 -4.05974e-05 3.96616e-06 8.3084e-05 -5.54094e-05 4.97315e-05 0.000204221 -7.66867e-06
internal_weight=0 0.0102342 0.00917948 0.00757451 0.00609396 0.0050206 0.00327359 0.00223702
internal_count=3121 2935 2434 2347 1959 1853 1188 790
is_linear=0
shrinkage=0.00196078


Tree=4871
num_leaves=8
num_cat=0
split_feature=42 43 16 0 15 16 0
split_gain=4.46079e-05 7.35946e-05 5.76622e-05 5.63335e-05 5.31312e-05 5.46977e-05 5.24038e-05
threshold=-0.095859999999999987 -0.17390999999999998 0.22339500000000004 -0.074479999999999977 -0.0063699999999999989 -0.090344999999999995 -0.20211999999999997
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=-0.00040932032869801717 0.00049262691004522908 -0.00030561277508658858 -0.00039608373089072791 0.0003131079428755454 0.00020553147468450788 -0.00048969259709842367 0.00027290170272620669
leaf_weight=0.0010231133574887799 0.0011279756589839098 0.0011956147086880642 0.0014557275828593176 0.0019958968572552022 0.0018432510405665343 0.0015168072127739875 0.0012124903127573631
leaf_count=241 125 79 381 528 849 547 371
internal_value=0 1.98675e-05 -3.79712e-05 2.91733e-05 -6.90736e-05 -0.000198036 -1.43285e-05
internal_weight=0 0.0103478 0.00921979 0.00776406 0.00576816 0.00392491 0.00240811
internal_count=3121 2880 2755 2374 1846 997 450
is_linear=0
shrinkage=0.00196078


Tree=4872
num_leaves=8
num_cat=0
split_feature=0 47 1 48 15 15 4
split_gain=1.78866e-05 4.00229e-05 5.24623e-05 5.49539e-05 5.26494e-05 3.74607e-05 3.48728e-05
threshold=-0.061629999999999997 0.092530000000000015 0.08592000000000001 0.087215000000000015 -0.095244999999999982 -1.0000000180025095e-35 -0.37944499999999992
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -2 -7
right_child=5 -3 3 -5 -6 6 -8
leaf_value=-0.016239542970350181 0.021046781811019433 -0.018596550725583329 0.032925013950657132 -0.011551249798258183 0.0033511375991842948 -0.012990832642997351 0.012122022651084188
leaf_weight=0.0013017350208737876 0.0010900416060203233 0.0013328433896918996 0.0010146956909666896 0.0010881582247617289 0.0014799719879791001 0.0012161596987940383 0.0010140074838500724
leaf_count=1497 267 268 162 131 479 191 126
internal_value=0 -0.0032372 0.000953881 0.0072007 0.0153802 0.00585348 -0.00157258
internal_weight=0 0.0062174 0.00488456 0.00358283 0.00249467 0.00332021 0.00223017
internal_count=3121 2537 2269 772 641 584 317
is_linear=0
shrinkage=0.1


Tree=4873
num_leaves=9
num_cat=0
split_feature=48 48 51 2 2 52 43 3
split_gain=4.41527e-05 9.06333e-05 9.70453e-05 6.37216e-05 8.13123e-05 9.78995e-05 0.000104344 4.10663e-05
threshold=0.11951500000000001 0.093265000000000015 0.086310000000000012 0.11293500000000002 0.10097500000000002 -0.088204999999999992 -0.0037449999999999996 0.0041950000000000008
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=-0.00039937836263139348 -0.00039565749613893793 0.00055329552465064105 -0.00060145364085294184 0.00043357522045078947 -0.00053425447468216322 -0.00015757760818546461 0.0002433673286583768 0.00076582031426609639
leaf_weight=0.0013744967762964761 0.0010596708043685262 0.0011108372900199984 0.001046962966950068 0.0012839427598737843 0.0010856884366844607 0.0017436618784994118 0.0012992429949108576 0.0010426016040335391
leaf_count=352 114 239 325 339 260 1008 400 84
internal_value=0 2.52824e-05 -4.07944e-05 3.41758e-05 -4.41667e-05 5.32843e-05 0.000205575 0.000475966
internal_weight=0 0.00998743 0.0088766 0.00782963 0.00654569 0.00546 0.00408551 0.00234184
internal_count=3121 3007 2768 2443 2104 1844 1492 484
is_linear=0
shrinkage=0.00196078


Tree=4874
num_leaves=8
num_cat=0
split_feature=0 15 15 43 0 15 3
split_gain=1.76788e-05 3.57837e-05 9.94566e-05 8.17975e-05 5.5318e-05 4.22597e-05 1.73167e-05
threshold=-1.0000000180025095e-35 -0.016799999999999995 1.0000000180025095e-35 -0.079329999999999984 -0.10474999999999998 -0.11345499999999999 -0.10831999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -5 -2
right_child=6 2 -4 4 -6 -7 -8
leaf_value=-0.031864719899158699 0.017498869571212945 0.03162069016526322 -0.0071872335965613614 0.0049022353061794572 0.017763455136269164 -0.0216444152043332 -0.0010464160766700183
leaf_weight=0.0010797636094484137 0.0010089957258218115 0.0010160210984541027 0.0018866090582692085 0.0011438591824823455 0.0011359130436242124 0.0012604446414377082 0.0010050105265741916
leaf_count=557 169 261 1162 167 514 135 156
internal_value=0 -0.00230438 0.00639688 -0.00777119 -0.00042268 -0.00901472 0.00824457
internal_weight=0 0.00752261 0.00290263 0.00461998 0.00354022 0.0024043 0.00201401
internal_count=3121 2796 1423 1373 816 302 325
is_linear=0
shrinkage=0.1


Tree=4875
num_leaves=9
num_cat=0
split_feature=42 40 47 50 51 2 3 4
split_gain=5.78088e-05 9.56264e-05 8.77231e-05 8.56447e-05 9.0725e-05 7.29469e-05 0.000112516 5.05748e-05
threshold=-0.095859999999999987 -0.013874999999999998 0.10904500000000002 0.07826000000000001 -0.076794999999999988 0.092365000000000017 0.10542000000000001 0.0061450000000000003
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=-0.00045172691812491415 0.00055931984189850356 -0.0003867802886956578 -0.00056836483169908018 -0.00047905184652693528 0.00022831168790284529 -0.00033474902549845791 0.000406669537899734 0.00077360482388580149
leaf_weight=0.0010016040189746436 0.0012107629372601391 0.0011364847544782924 0.0010224070177576759 0.0010558556643481326 0.0015659794475134312 0.0016609960891515361 0.0014954902929329578 0.0011228022131875531
leaf_count=241 295 376 147 494 780 485 129 174
internal_value=0 4.17704e-05 -2.73939e-05 4.14191e-05 0.00012013 0.000218688 1.65227e-05 0.000456019
internal_weight=0 0.0102708 0.00906002 0.00803761 0.00698175 0.00584527 0.00315649 0.00268878
internal_count=3121 2880 2585 2438 1944 1568 614 954
is_linear=0
shrinkage=0.00196078


Tree=4876
num_leaves=8
num_cat=0
split_feature=49 42 15 16 4 43 4
split_gain=1.95421e-05 5.45869e-05 4.24697e-05 7.82235e-05 4.88111e-05 3.53677e-05 2.89708e-05
threshold=-0.043469999999999995 0.091545000000000015 -0.037864999999999989 -0.072359999999999994 -0.059649999999999988 -0.081374999999999989 0.0052350000000000009
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=-0.0033197504117637314 0.0061932543626059952 -0.024210759334433469 0.013874398169532599 -0.029196623777481681 0.023996887087445018 -0.010205358207588923 0.019455964479997034
leaf_weight=0.0011125354789912208 0.0014465956450600904 0.0010054941796773659 0.001035082929291992 0.0010991056780909854 0.0012282178421872112 0.0014851307276499371 0.0011214660413516471
leaf_count=261 397 614 212 440 312 721 164
internal_value=0 -0.002575 0.000881333 -0.00908631 0.00765074 -0.000315504 0.00811363
internal_weight=0 0.00729963 0.00629413 0.0025457 0.00374843 0.00252021 0.002234
internal_count=3121 2696 2082 837 1245 933 425
is_linear=0
shrinkage=0.1


Tree=4877
num_leaves=7
num_cat=0
split_feature=475 42 43 2 0 0
split_gain=1.80544e-05 3.75114e-05 4.40456e-05 3.84725e-05 3.4978e-05 4.75334e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 0.089885000000000007 -0.071924999999999989 -0.23001499999999997
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=-0.012757155238745791 -0.013349461218283273 0.017462502881352055 -0.014279728611664738 -0.0046092180271331004 -0.0087909547092421252 0.023338054806631488
leaf_weight=0.0010024356167922322 0.0014283437252718698 0.0018948493381389705 0.0014346909403040505 0.0010387987811569241 0.0012357702293674709 0.0014694820868716328
leaf_count=501 809 662 561 75 238 275
internal_value=0 0.00143231 0.00441714 -0.000356031 0.00497942 0.0117638
internal_weight=0 0.00850194 0.00707359 0.00517874 0.00374405 0.00250828
internal_count=3121 2620 1811 1149 588 350
is_linear=0
shrinkage=0.1


Tree=4878
num_leaves=8
num_cat=0
split_feature=15 16 2 48 2 16 3
split_gain=3.79364e-05 4.4355e-05 8.72653e-05 7.05601e-05 8.15031e-05 5.44804e-05 1.62736e-05
threshold=-0.24436499999999997 -0.36241499999999999 0.11093500000000002 0.083985000000000018 0.084245000000000014 -0.078844999999999985 -0.028564999999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -6
right_child=1 2 -4 -5 6 -7 -8
leaf_value=0.00035820736281845522 -0.00032701832295230958 0.0003175964024184026 0.00041161085032477156 0.00029414811171046812 -0.00067618731273088456 -0.00021675830608234897 -0.00032321477713935124
leaf_weight=0.0010219593461862344 0.0016984497825928346 0.0012752928525573521 0.0017351133447675591 0.0014706302940595785 0.0010062772590930936 0.0017269175363579393 0.001002462954256707
leaf_count=253 248 272 343 379 1052 452 122
internal_value=0 -3.8566e-05 2.10591e-05 -8.34912e-05 -0.000194322 1.02274e-05 -0.000500036
internal_weight=0 0.00991514 0.00821669 0.00648158 0.00501095 0.00300221 0.00200874
internal_count=3121 2868 2620 2277 1898 724 1174
is_linear=0
shrinkage=0.00196078


Tree=4879
num_leaves=8
num_cat=0
split_feature=0 1 2 3 16 52 4
split_gain=1.83424e-05 3.11723e-05 2.69733e-05 8.38887e-05 3.29339e-05 3.09512e-05 2.00348e-05
threshold=1.0000000180025095e-35 0.077565000000000009 1.0000000180025095e-35 0.076840000000000006 -0.078844999999999985 -0.0064899999999999992 -0.46376499999999993
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=-0.016659563987521067 -0.0014623536204749011 0.0048151261616147913 0.030523176447860696 -0.013412600840300321 -0.018430364501903818 0.0077573312708413764 0.018455503753290206
leaf_weight=0.001263531895628796 0.0010200857186082545 0.0011407487451899278 0.0010107367453560897 0.0014235864357075786 0.0013087221366193211 0.0013413350404079885 0.0010001487099465032
leaf_count=1552 164 248 281 158 401 156 161
internal_value=0 -0.00233889 0.000567812 0.00586973 -0.00760465 -0.00314252 0.00839829
internal_weight=0 0.00748866 0.00622513 0.00377566 0.00244947 0.00276492 0.00202023
internal_count=3121 2796 1244 595 649 314 325
is_linear=0
shrinkage=0.1


Tree=4880
num_leaves=9
num_cat=0
split_feature=48 16 52 0 13 0 1 42
split_gain=3.48415e-05 8.1989e-05 7.40776e-05 6.86935e-05 8.01653e-05 7.72694e-05 0.000161502 3.84818e-05
threshold=0.11951500000000001 -0.5048999999999999 0.11434500000000002 -0.084269999999999984 -0.084034999999999985 -0.22491999999999998 0.094385000000000011 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3 -7 -6
right_child=-2 2 -4 4 7 6 -8 -9
leaf_value=0.00053785764612900207 -0.00035003153510357825 0.0002768530133324471 -0.00051894036976314519 0.00062528997724072173 0.00020646433663291483 -0.00095958591761176576 6.3101750619810412e-05 -0.00024955096879570622
leaf_weight=0.0010921363361176004 0.0010165717023730555 0.0010486599164154509 0.0010559027448436816 0.0012265553120097933 0.0018420276471266092 0.0010113090860781569 0.0014376126888827109 0.0011592023720434696
leaf_count=192 114 63 437 184 689 803 198 441
internal_value=0 3.12001e-05 -3.18134e-05 3.47671e-05 0.00020294 -0.000168516 -0.000359228 3.03319e-05
internal_weight=0 0.00987341 0.00878127 0.00772537 0.00422779 0.00349758 0.00244892 0.00300123
internal_count=3121 3007 2815 2378 1314 1064 1001 1130
is_linear=0
shrinkage=0.00196078


Tree=4881
num_leaves=7
num_cat=0
split_feature=50 484 43 51 49 12
split_gain=1.95423e-05 2.88095e-05 3.04443e-05 4.19433e-05 4.77591e-05 4.93557e-05
threshold=0.088425000000000017 0.084040000000000017 -0.14968999999999996 -0.0078149999999999973 -0.043469999999999995 0.086915000000000006
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=0.011554208251172943 -0.012775113041213995 0.017474351267481106 0.013689762187196789 0.0060972152324932812 -0.0051896473994682358 -0.030914801212820878
leaf_weight=0.0016168974018789094 0.0010716049318402485 0.0010024991398337344 0.0010937072860959414 0.0015867917372811261 0.0019185084577295894 0.0012200967841239699
leaf_count=212 560 323 411 266 594 755
internal_value=0 0.00156096 -0.000584435 -0.00395728 -0.00804174 -0.01519
internal_weight=0 0.0084385 0.007436 0.0058191 0.0047254 0.00313861
internal_count=3121 2561 2238 2026 1615 1349
is_linear=0
shrinkage=0.1


Tree=4882
num_leaves=7
num_cat=0
split_feature=11 13 12 16 52 4
split_gain=1.74629e-05 3.31747e-05 4.43348e-05 7.12393e-05 6.07359e-05 3.00666e-05
threshold=1.0000000180025095e-35 -0.084034999999999985 0.051320000000000005 -0.074319999999999983 -0.067494999999999986 -0.077679999999999985
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=0.023567263393776301 -0.012118149698207788 -0.012870879740716285 -0.015546259997949933 -0.0036299456993632868 0.027991627381933934 0.0014030250262725599
leaf_weight=0.0010953961243662463 0.0010646117568714501 0.0016547729730296687 0.0018267670648697823 0.0010918191293831313 0.0013690304700706116 0.0013870121580621801
leaf_count=214 244 242 1441 217 141 622
internal_value=0 0.00147444 -0.00258139 0.00317322 0.0139619 0.0111833
internal_weight=0 0.0084248 0.00594239 0.00411562 0.00246085 0.00248241
internal_count=3121 2877 2041 600 358 836
is_linear=0
shrinkage=0.1


Tree=4883
num_leaves=9
num_cat=0
split_feature=48 48 1 4 4 2 2 0
split_gain=3.80015e-05 8.83927e-05 6.0285e-05 7.53886e-05 5.58622e-05 5.4705e-05 9.85766e-05 4.18565e-05
threshold=0.11951500000000001 0.092475000000000016 0.111945 0.23246000000000003 -1.0000000180025095e-35 0.084245000000000014 0.096540000000000015 -0.11756999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 -7 -6
right_child=-2 -3 3 -5 7 6 -8 -9
leaf_value=0.00033438930663847274 -0.00036780383270003923 0.00051911140828838948 -0.00010049795195685164 0.00063234635720639683 -0.00066345241678506526 -0.00057590246764362824 0.00015013869445602092 -0.00012944086135129688
leaf_weight=0.0012931767860080994 0.0010200184866420966 0.0012411261517312608 0.0011512120781232292 0.0010159746991731601 0.0010760398694682899 0.0012222679622513699 0.0017460336337839423 0.0011866218471877207
leaf_count=578 114 251 126 248 138 889 371 406
internal_value=0 2.96203e-05 -4.02793e-05 0.000243059 -0.000134398 -2.19066e-06 -0.000148826 -0.000383397
internal_weight=0 0.00993245 0.00869133 0.00216719 0.00652414 0.00426148 0.0029683 0.00226266
internal_count=3121 3007 2756 374 2382 1838 1260 544
is_linear=0
shrinkage=0.00196078


Tree=4884
num_leaves=8
num_cat=0
split_feature=52 13 3 1 52 4 43
split_gain=1.84316e-05 4.1565e-05 4.204e-05 2.97753e-05 3.53637e-05 5.7371e-05 0.000137647
threshold=0.11434500000000002 -0.23438999999999996 0.097915000000000016 0.10920500000000001 -0.085984999999999992 -0.0016099999999999997 -0.0037449999999999996
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=0.020358354525147643 -0.011286508798717546 -0.017527376302673828 -0.016256474254271732 0.016221891221970351 -0.010530714632288453 -0.012398500964322434 0.040671703734221618
leaf_weight=0.0010404974940001147 0.0012652010372878253 0.0010082405343300534 0.0014473823774720923 0.0012854355556739163 0.0010927236373414982 0.0013408276786152648 0.0010106149797212396
leaf_count=137 501 537 137 276 805 373 355
internal_value=0 0.00167838 -0.00102668 0.00281507 -0.00105556 0.00376637 0.0140711
internal_weight=0 0.00822572 0.00718522 0.00573784 0.00445241 0.00344417 0.00210334
internal_count=3121 2620 2483 2346 2070 1533 1160
is_linear=0
shrinkage=0.1


Tree=4885
num_leaves=9
num_cat=0
split_feature=15 14 15 15 4 16 0 2
split_gain=3.25506e-05 3.54053e-05 6.21114e-05 4.50812e-05 3.52586e-05 7.61591e-05 6.87673e-05 6.36256e-05
threshold=0.091650000000000023 -1.0000000180025095e-35 -0.10653 -0.092489999999999989 0.0061450000000000003 0.0073350000000000004 -0.077999999999999986 0.10097500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 6 -6 -5 -8
right_child=-2 2 3 4 5 -7 7 -9
leaf_value=-0.00031160528789831587 -0.00034105372141082899 0.00043423679519892218 -0.00036621634039386033 -0.00044172117614722789 0.00059760336907983521 -0.00013259733488133605 0.0003621821116608679 -0.0002600078722682795
leaf_weight=0.0010598138033765308 0.0010221137468924895 0.0014776681958763357 0.0011324706363542028 0.001204560480831202 0.0011796412174581836 0.001027480160668012 0.0016415786155324161 0.0010273595166496933
leaf_count=159 497 388 193 1059 213 129 292 191
internal_value=0 2.67421e-05 6.80026e-05 -7.02387e-06 5.98731e-05 0.000257673 -5.28336e-05 0.000122681
internal_weight=0 0.00975057 0.00869076 0.00721309 0.00608062 0.00220712 0.0038735 0.00266894
internal_count=3121 2624 2465 2077 1884 342 1542 483
is_linear=0
shrinkage=0.00196078


Tree=4886
num_leaves=8
num_cat=0
split_feature=50 4 40 2 3 47 2
split_gain=1.81118e-05 3.02135e-05 3.18487e-05 6.79584e-05 0.000126609 6.46746e-05 9.20724e-05
threshold=0.088425000000000017 0.27834500000000006 -1.0000000180025095e-35 0.11215000000000001 0.092670000000000016 0.085270000000000026 0.084245000000000014
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=-0.016920031885568992 -0.012339382560391146 0.016049467323907024 0.014467513849737735 -0.021093806861634878 0.037932263023035956 0.020562787056115264 -0.021851171909691991
leaf_weight=0.0010655246855120421 0.0010643609707911813 0.0012211317891768873 0.0010954856235449112 0.0010693118257863628 0.0010304540641861704 0.0010096046316947177 0.0019238831432510394
leaf_count=224 560 315 361 234 101 220 1106
internal_value=0 0.00150576 -0.000962847 0.00181142 0.00665245 -0.0013477 -0.00867405
internal_weight=0 0.0084154 0.00719426 0.00612874 0.00505943 0.00402897 0.00301937
internal_count=3121 2561 2246 2022 1788 1687 1467
is_linear=0
shrinkage=0.1


Tree=4887
num_leaves=8
num_cat=0
split_feature=49 42 43 43 0 4 15
split_gain=1.85699e-05 5.5603e-05 3.94484e-05 5.16215e-05 4.72102e-05 4.14894e-05 3.04157e-05
threshold=-0.043469999999999995 0.091545000000000015 -0.17390999999999998 -0.0037449999999999996 -0.10474999999999998 -0.17966999999999997 -0.040804999999999994
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=0.020124661225998954 0.018604082871477235 -0.024355434019916258 -0.021079770319394869 -0.0084096487209432708 -0.00080432092263890947 0.027577144532812538 -0.0033104225941013574
leaf_weight=0.0010668943139773429 0.0010588908858504128 0.0010025210435275749 0.0011676688212087774 0.0019308940834454336 0.0010325263097468451 0.0010277707230465115 0.0011515995181687966
leaf_count=226 136 614 1131 223 168 424 199
internal_value=0 -0.00250087 0.00102286 -0.00258581 0.00282481 0.0133537 0.00795973
internal_weight=0 0.00722027 0.00621775 0.00515886 0.00399119 0.0020603 0.00221849
internal_count=3121 2696 2082 1946 815 592 425
is_linear=0
shrinkage=0.1


Tree=4888
num_leaves=8
num_cat=0
split_feature=11 12 13 3 0 15 16
split_gain=5.20374e-05 4.88793e-05 5.66259e-05 6.44638e-05 0.000120153 7.75833e-05 3.56497e-05
threshold=0.079915000000000014 -0.010834999999999999 -0.094514999999999988 -0.10519499999999998 -0.082974999999999979 -0.0088349999999999974 -0.090764999999999985
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=0.00034487347954089857 -0.0004247123338285277 0.00026805615260449628 0.00027008930860011226 -4.1999268740194886e-06 -0.00067623703170709246 0.00043390120874709718 -0.00047066132608806908
leaf_weight=0.001626883484225441 0.0010514723427676982 0.0019327756258766286 0.0013313717408880328 0.0014897874755499274 0.0015219834019913276 0.0010353948464649652 0.0010913784196521837
leaf_count=413 199 247 173 236 1046 417 390
internal_value=0 3.37862e-05 -2.64448e-05 -0.000114422 -0.000214047 -1.954e-05 -0.000201431
internal_weight=0 0.0100296 0.00840269 0.00646992 0.00513854 0.00361656 0.00258117
internal_count=3121 2922 2509 2262 2089 1043 626
is_linear=0
shrinkage=0.00196078


Tree=4889
num_leaves=7
num_cat=0
split_feature=11 2 52 52 2 43
split_gain=1.68365e-05 2.96917e-05 5.38363e-05 4.14301e-05 0.000172198 4.0228e-05
threshold=1.0000000180025095e-35 0.089885000000000007 -0.013374999999999998 0.10744000000000002 0.10613000000000002 -0.074359999999999996
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=0.0042291533342141687 -0.0119127421773453 0.020293153342086267 0.018810292607822576 0.015371191172272923 -0.037157562628992682 -0.017650588238607535
leaf_weight=0.0018386233591174545 0.0010610678458602427 0.0017828998466404193 0.0011030422812158733 0.0010114966957160769 0.0010959081010125469 0.0015476560287819758
leaf_count=686 244 496 258 313 206 918
internal_value=0 0.00145766 0.00635963 -0.00137826 -0.00908285 -0.0057707
internal_weight=0 0.00837963 0.00499335 0.00321045 0.00219895 0.00338628
internal_count=3121 2877 1273 777 464 1604
is_linear=0
shrinkage=0.1


Tree=4890
num_leaves=8
num_cat=0
split_feature=52 0 13 150 15 13 1
split_gain=1.54281e-05 3.89966e-05 6.60511e-05 3.56332e-05 3.62223e-05 2.05587e-05 1.38571e-05
threshold=0.11434500000000002 -0.084269999999999984 -0.076384999999999995 0.081835000000000019 -0.015039999999999998 0.090705000000000008 0.11061500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 6 -4 -1
right_child=-2 2 5 -5 -6 -7 -8
leaf_value=-0.010378827354720557 -0.010307969407752391 0.027407629838006993 -0.0093594687337425191 0.008687819815854609 0.0046033730888378529 0.0088981954856809358 -0.026919404994790164
leaf_weight=0.001022804658514561 0.0012669410750389054 0.0012863087717147016 0.0012764007305257289 0.0013466860168089168 0.0010111913885151721 0.0011933730099926154 0.0010033382388991083
leaf_count=440 501 343 825 248 459 198 107
internal_value=0 0.00155489 0.00903258 -0.00485174 -0.0108549 -0.000537526 -0.0185697
internal_weight=0 0.0081401 0.00375608 0.00438402 0.00303733 0.00246977 0.00202614
internal_count=3121 2620 1366 1254 1006 1023 547
is_linear=0
shrinkage=0.1


Tree=4891
num_leaves=9
num_cat=0
split_feature=14 15 131 1 1 2 3 2
split_gain=3.24885e-05 7.59811e-05 2.72089e-05 4.57648e-05 7.16706e-05 4.23752e-05 4.69007e-05 3.82051e-06
threshold=-1.0000000180025095e-35 -0.10653 0.07635500000000002 0.089175000000000018 0.10374500000000002 0.093175000000000022 -0.082154999999999992 0.11093500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 6 -3 -6
right_child=1 2 -4 4 7 -7 -8 -9
leaf_value=-0.0003339508806222108 0.00044195805190649446 3.9411326790786833e-05 -0.00033585800107705145 -0.00060746055849889935 -5.2126991106921843e-05 -7.6080526703825333e-05 0.00062385960131314949 0.00011912712659411965
leaf_weight=0.0010369501333997019 0.001466923396267761 0.0010636871142465096 0.0010607982594156183 0.0010085681569590534 0.0010023867062901397 0.001865838746249379 0.0010480060018661823 0.001000974906043034
leaf_count=161 388 691 431 295 153 513 358 131
internal_value=0 3.1537e-05 -4.32502e-05 1.15923e-06 -0.000181171 0.000139226 0.000329465 3.34397e-05
internal_weight=0 0.00951718 0.00805026 0.00698946 0.00301193 0.00397753 0.00211169 0.00200336
internal_count=3121 2960 2572 2141 579 1562 1049 284
is_linear=0
shrinkage=0.00196078


Tree=4892
num_leaves=7
num_cat=0
split_feature=4 151 0 47 15 52
split_gain=1.72243e-05 2.64307e-05 6.12276e-05 5.51144e-05 9.07433e-05 9.47769e-05
threshold=0.27287000000000006 -0.024429999999999997 -0.11756999999999999 0.092165000000000011 0.088345000000000021 0.096795000000000006
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=0.011230853116194539 0.0097402262664603462 -0.020796308583175931 -0.032769833880449198 0.019058683073122855 0.01843644947765144 0.0064994697900877807
leaf_weight=0.0012815072228809146 0.0015110245711948784 0.0017034041432257485 0.0014144106657144871 0.0012789537499050684 0.0011301515557116735 0.0010868932265346892
leaf_count=451 352 245 1072 204 623 174
internal_value=0 -0.00191338 -0.00446023 0.0012067 -0.00508055 -0.0157061
internal_weight=0 0.00789532 0.00661381 0.00491041 0.00363146 0.0025013
internal_count=3121 2769 2318 2073 1869 1246
is_linear=0
shrinkage=0.1


Tree=4893
num_leaves=8
num_cat=0
split_feature=43 1 52 3 3 2 0
split_gain=2.51145e-05 5.12249e-05 0.000134262 0.000136085 7.26103e-05 0.000136982 5.61838e-05
threshold=-0.34140499999999996 0.10937500000000001 0.10160000000000001 0.090900000000000009 -0.10831999999999999 0.084055000000000005 -0.11437499999999999
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -3
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leaf_value=-0.00041599363376528339 0.00013176047316113405 -0.00012760701109794289 -0.00083083266930125666 0.00047173324152778291 3.0380133693892783e-05 -0.00086502268672992175 0.00040769373052745471
leaf_weight=0.0010484546709935401 0.0012733330536956284 0.0016783793680592999 0.0010668988923912548 0.0013386969146328004 0.0012543040416745268 0.0013791289690592075 0.0013684722157077042
leaf_count=133 208 164 472 136 503 1132 373
internal_value=0 -9.59759e-05 -0.000196757 -6.77898e-05 -0.000252663 -0.000438542 0.00011282
internal_weight=0 0.00935921 0.00631236 0.00524546 0.00390677 0.00263343 0.00304685
internal_count=3121 2988 2451 1979 1843 1635 537
is_linear=0
shrinkage=0.00196078


Tree=4894
num_leaves=10
num_cat=0
split_feature=42 40 47 16 52 12 52 2 12
split_gain=4.55885e-05 5.63694e-05 7.26057e-05 7.15593e-05 6.88746e-05 0.000109712 7.74762e-05 9.17033e-05 5.54647e-05
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decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5 8 -8
right_child=1 2 -4 4 -6 -7 7 -9 -10
leaf_value=-0.00040350285173116257 0.00043834682592984984 0.00052254702945250808 -0.00051529535753591811 -0.00050052458382824217 -0.00047943549083122669 0.00056536765641688298 0.00057461127139128059 -0.00041474550116284956 -3.7017338090170729e-05
leaf_weight=0.0010160249872961996 0.0011629377412955217 0.0010378293291783214 0.001011577901205307 0.0012580950863623833 0.0011005610349165054 0.0012691824190187396 0.0012224863016821912 0.0010311527319098734 0.0010680621760177768
leaf_count=241 295 133 153 322 455 533 101 130 758
internal_value=0 3.21076e-05 -2.03908e-05 4.22874e-05 -2.94335e-05 5.52402e-05 -8.61296e-05 7.08226e-05 0.000289414
internal_weight=0 0.0101619 0.00899895 0.00798737 0.00694954 0.00584898 0.0045798 0.0033217 0.00229055
internal_count=3121 2880 2585 2432 2299 1844 1311 989 859
is_linear=0
shrinkage=0.00196078


Tree=4895
num_leaves=8
num_cat=0
split_feature=50 4 4 13 48 13 4
split_gain=1.71769e-05 3.14997e-05 2.94771e-05 3.11206e-05 4.3843e-05 0.000104336 1.85031e-05
threshold=0.088425000000000017 0.27834500000000006 0.098655000000000007 -0.033284999999999988 0.085130000000000025 0.0076650000000000008 -0.083854999999999985
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=0.0017914435000183815 -0.012131721598437919 0.016203890750540805 -0.013463123949465153 0.03389407098313902 -0.0087517103722424602 -0.0073315150238548125 -0.01735634064621502
leaf_weight=0.0010131801544577259 0.0010632632811843493 0.0012211646531070418 0.001533200511046294 0.0013520712231896673 0.0011085879925881933 0.0011244704131427466 0.0010055331519605846
leaf_count=119 560 315 206 464 211 310 936
internal_value=0 0.0013627 -0.00117666 0.00218489 0.00777687 0.0151756 -0.00774618
internal_weight=0 0.00835821 0.00713704 0.00560384 0.00358513 0.00247654 0.00201871
internal_count=3121 2561 2246 2040 985 774 1055
is_linear=0
shrinkage=0.1


Tree=4896
num_leaves=8
num_cat=0
split_feature=1 4 52 133 3 3 1
split_gain=4.00795e-05 7.1914e-05 7.79093e-05 0.000172686 5.65785e-05 0.00016243 2.6369e-05
threshold=0.094385000000000011 -0.0016099999999999997 -0.085984999999999992 1.0000000180025095e-35 -0.077774999999999983 0.083060000000000009 0.11507500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 -2 -6 -7
right_child=4 -3 3 -5 5 6 -8
leaf_value=-0.00045294606487894225 -0.00022780668904304806 -0.00048687725084493514 0.00052404962936548178 -0.00043906050595345775 0.00077588391668090273 0.00014090140570499268 -0.00024699246076497036
leaf_weight=0.0010495337579138129 0.0014316591442889992 0.001554740146274579 0.001925479400462594 0.0011392491013921249 0.0013675777135727348 0.0013425024867517732 0.0013527114742718643
leaf_count=344 277 525 755 554 376 130 160
internal_value=0 -0.000127624 8.13397e-06 0.000166033 0.000107379 0.000225493 -5.37802e-05
internal_weight=0 0.005669 0.00411426 0.00306473 0.00549445 0.00406279 0.00269521
internal_count=3121 2178 1653 1309 943 666 290
is_linear=0
shrinkage=0.00196078


Tree=4897
num_leaves=8
num_cat=0
split_feature=133 0 42 15 15 16 1
split_gain=3.15101e-05 5.82746e-05 4.38893e-05 9.99155e-05 9.62274e-05 0.000140883 0.000102715
threshold=0.099660000000000012 -1.0000000180025095e-35 0.091295000000000015 0.024640000000000006 -0.016799999999999995 -0.056919999999999991 0.10752500000000002
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=-0.00021827212589926978 -0.00033313639896318274 0.00035613535301696418 0.00029075411762401654 -0.00062540023344856421 0.0004651178993966859 -0.00065629744654350066 0.00052309489861501279
leaf_weight=0.0016455425983392673 0.001017137177076583 0.001729166048873707 0.0012924020658469752 0.0011677082231397054 0.0013328136298313099 0.0013719688503067936 0.0012753754878307199
leaf_count=340 483 292 408 692 270 470 166
internal_value=0 2.94209e-05 -4.04476e-05 -0.000103457 4.88155e-06 -0.000138008 0.000105435
internal_weight=0 0.00981498 0.00808581 0.00679341 0.0056257 0.00429289 0.00292092
internal_count=3121 2638 2346 1938 1246 976 506
is_linear=0
shrinkage=0.00196078


Tree=4898
num_leaves=8
num_cat=0
split_feature=48 48 51 1 4 42 4
split_gain=4.30415e-05 8.29138e-05 9.41994e-05 7.49223e-05 7.28438e-05 7.49027e-05 6.68891e-05
threshold=0.11951500000000001 0.093265000000000015 0.086310000000000012 0.111945 -1.0000000180025095e-35 0.084050000000000014 -0.084369999999999987
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=-4.5631789398216911e-06 -0.00038291483312127091 0.00053185133328232834 -0.00058679309783516863 0.0003865724861420176 -0.00037111248090919072 -0.00032784963694911141 0.00061493304582210166
leaf_weight=0.0015187284605499697 0.0010545084626620649 0.0011373088284944198 0.0010336402316302633 0.0018582193032180561 0.0019813654821885184 0.0011518865058836236 0.00119922076666966
leaf_count=399 114 239 325 328 509 743 464
internal_value=0 3.38285e-05 -3.0955e-05 4.3569e-05 -6.53618e-05 9.11834e-05 0.000268773
internal_weight=0 0.00988037 0.00874306 0.00770942 0.0058512 0.00386984 0.00271795
internal_count=3121 3007 2768 2443 2115 1606 863
is_linear=0
shrinkage=0.00196078


Tree=4899
num_leaves=8
num_cat=0
split_feature=11 48 0 15 3 12 4
split_gain=1.5089e-05 2.96902e-05 0.000100189 6.51706e-05 8.94869e-05 6.26127e-05 1.14285e-05
threshold=1.0000000180025095e-35 0.016865000000000002 -0.20211999999999997 -0.016799999999999995 0.10542000000000001 0.088365000000000013 0.11275500000000001
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=-0.02449847153906632 -0.011357057471278367 -0.009016030509600757 0.031077203276774015 0.0087535927783546196 0.030418158207400819 -0.021183481455123228 -0.0095239504813493178
leaf_weight=0.0010267093010910386 0.001066865635795256 0.0012860752138114107 0.001209380379465972 0.0016307257376190004 0.0010216575320629029 0.0012222542692772677 0.001012043465637926
leaf_count=550 244 81 476 693 71 683 323
internal_value=0 0.00126741 0.0104145 -0.00259266 0.00502242 -0.00407184 -0.0170651
internal_weight=0 0.00840885 0.00249546 0.00591339 0.00387464 0.00285298 0.00203875
internal_count=3121 2877 557 2320 1447 1376 873
is_linear=0
shrinkage=0.1


Tree=4900
num_leaves=8
num_cat=0
split_feature=15 51 43 12 160 4 4
split_gain=4.21249e-05 3.46655e-05 5.17536e-05 7.51348e-05 5.63979e-05 5.3863e-05 9.95554e-05
threshold=0.091650000000000023 -0.076794999999999988 -0.14968999999999996 0.092355000000000007 0.041220000000000007 -1.0000000180025095e-35 0.26790000000000008
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=-0.00019947392436063456 -0.00037495695107858104 0.00042900659966145185 0.00052128958964553387 -0.00039658888785552322 -0.00022083108314923294 -0.00031410607657887874 0.00050251848240052271
leaf_weight=0.0019857429165459845 0.00108063042926049 0.0014233437906083415 0.0015829251698649457 0.001346055317060702 0.001363324554986424 0.0012796430343297608 0.0010407750286334869
leaf_count=511 497 200 811 354 283 228 237
internal_value=0 3.25143e-05 8.98395e-05 1.68361e-05 0.000122499 0.000242415 5.21738e-05
internal_weight=0 0.0100218 0.00803607 0.00661272 0.00526667 0.00390334 0.00232042
internal_count=3121 2624 2113 1913 1559 1276 465
is_linear=0
shrinkage=0.00196078


Tree=4901
num_leaves=7
num_cat=0
split_feature=1 3 52 3 0 0
split_gain=1.52141e-05 5.09825e-05 4.21832e-05 0.000119962 6.04196e-05 4.90646e-05
threshold=0.10937500000000001 0.11296500000000002 0.10160000000000001 0.090900000000000009 -0.084269999999999984 -0.053834999999999994
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=-0.021321917080854583 0.016726388271639105 -0.0090042362069426684 -0.019531586539164786 0.028098308315735787 0.019589847768075069 -0.011002774378412752
leaf_weight=0.0017577208503260482 0.0017739788320535526 0.0013607156065679367 0.0012363507001816329 0.0012412237441727439 0.0010163144424142944 0.001082772624796704
leaf_count=935 359 189 493 138 784 223
internal_value=0 0.00555718 -0.00296061 0.0010581 -0.00764415 0.00380925
internal_weight=0 0.00313469 0.00633438 0.00509803 0.00385681 0.00209909
internal_count=3121 548 2573 2080 1942 1007
is_linear=0
shrinkage=0.1


Tree=4902
num_leaves=7
num_cat=0
split_feature=51 50 43 16 16 48
split_gain=1.62947e-05 2.96886e-05 3.40588e-05 5.99707e-05 9.25781e-05 6.71259e-05
threshold=-0.076794999999999988 0.088425000000000017 -0.14968999999999996 0.10994000000000002 -0.08453999999999999 0.085845000000000019
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=-0.0089143717889205616 0.018832579001213681 -0.014081816627750694 0.0092917451245331899 -0.019264636233441147 0.028116386872854122 -0.021518222316362339
leaf_weight=0.001724401749037356 0.0012933662209322341 0.0010169152765128146 0.0016739521855737682 0.0011707073849754829 0.0013332768461343683 0.0012243642539535294
leaf_count=537 193 523 674 184 845 165
internal_value=0 0.00183841 0.00425632 0.000766612 0.00630843 -0.00372361
internal_weight=0 0.00771258 0.00669567 0.0054023 0.00423159 0.00289832
internal_count=3121 2584 2061 1868 1684 839
is_linear=0
shrinkage=0.1


Tree=4903
num_leaves=9
num_cat=0
split_feature=159 51 4 484 4 4 0 2
split_gain=4.86742e-05 7.01582e-05 6.20729e-05 7.2287e-05 5.97254e-05 0.000111489 5.58709e-05 3.61362e-05
threshold=-0.032739999999999991 0.092235000000000011 0.27834500000000006 0.073690000000000019 -0.083854999999999985 -0.35136499999999998 -0.10096999999999999 0.09167500000000002
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 6 -7 -8 -9
leaf_value=-0.00042293216233010606 -0.00030450964503053041 0.00050696926328048044 0.00035758251037238574 0.00037445662162681026 7.3296428058238714e-05 0.00055875818544989689 -0.00056660738059212878 -0.00039173656847058566
leaf_weight=0.0010051585834515509 0.0012694714329157253 0.0010597653109052146 0.0013823921604437369 0.0010953440874846253 0.0015484288294807468 0.0010516721290300792 0.0018110751987335744 0.0010980064665003304
leaf_count=421 143 244 304 257 114 322 1145 171
internal_value=0 2.90813e-05 -2.56322e-05 -9.29109e-05 -0.000168432 8.66229e-05 -0.000301245 -0.000119646
internal_weight=0 0.0103162 0.00925639 0.007874 0.00677865 0.00232114 0.00445751 0.00264644
internal_count=3121 2700 2456 2152 1895 465 1430 285
is_linear=0
shrinkage=0.00196078


Tree=4904
num_leaves=7
num_cat=0
split_feature=43 43 457 13 15 16
split_gain=1.74856e-05 6.8553e-05 2.95799e-05 5.36967e-05 4.27123e-05 2.64772e-05
threshold=-0.092909999999999979 -0.04890499999999999 0.045365000000000009 -0.095304999999999987 -1.0000000180025095e-35 0.064860000000000015
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=-0.018732486778213465 0.022543559126632341 0.0074201747277471411 0.01245748761906341 -0.0053198567785503973 -0.030497720712164101 0.0034379324828791658
leaf_weight=0.001115738974493927 0.0013518264816773165 0.0018857050730225582 0.0010918963756921165 0.0019150029608481182 0.001039520326200218 0.0010415009276399346
leaf_count=344 990 290 133 390 853 121
internal_value=0 0.00222118 -0.00240993 -0.00576384 -0.0141784 -0.00802876
internal_weight=0 0.00728395 0.00593212 0.00484023 0.00295452 0.00215724
internal_count=3121 2656 1666 1533 1243 465
is_linear=0
shrinkage=0.1


Tree=4905
num_leaves=7
num_cat=0
split_feature=0 1 13 4 3 2
split_gain=1.67718e-05 3.07235e-05 3.14514e-05 6.13253e-05 5.38183e-05 4.92926e-05
threshold=1.0000000180025095e-35 0.077565000000000009 -0.094514999999999988 -0.0092149999999999992 0.11296500000000002 0.089885000000000007
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=-0.016656604091907182 0.0080482244960505406 0.015787214585485137 -0.023075352335799482 0.0005895294677312605 -0.015287799062055947 0.028173392968863859
leaf_weight=0.0012405059058714961 0.0019880340217189423 0.0011157303376974018 0.0011490434867696036 0.0017831756075448496 0.0011245190448317954 0.0010175222157573854
leaf_count=1552 325 231 513 249 70 181
internal_value=0 -0.00229272 0.000585874 -0.0027566 0.00319138 0.010611
internal_weight=0 0.0074305 0.00618999 0.00507426 0.00392522 0.0028007
internal_count=3121 2796 1244 1013 500 430
is_linear=0
shrinkage=0.1


Tree=4906
num_leaves=7
num_cat=0
split_feature=2 52 3 0 0 4
split_gain=1.60435e-05 8.92368e-05 6.17771e-05 6.06967e-05 5.33685e-05 4.32525e-05
threshold=0.10912000000000001 0.10160000000000001 0.090900000000000009 -0.084269999999999984 -0.053834999999999994 0.053925000000000008
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=-0.016577979271987901 0.018898368360819387 -0.030185143726868282 0.020895135665184889 0.022295864935631498 -0.0083630531195880136 -0.0059482019870921044
leaf_weight=0.0019745726410841467 0.0013749315477457041 0.0010075790623096069 0.0013369692033723801 0.0011677800522521624 0.0011050273241953418 0.0014285460532996843
leaf_count=933 294 458 140 750 219 327
internal_value=0 -0.00279386 0.00214832 -0.0037527 0.00738966 0.0062375
internal_weight=0 0.00659193 0.00558435 0.00424738 0.00227281 0.00280348
internal_count=3121 2500 2042 1902 969 621
is_linear=0
shrinkage=0.1


Tree=4907
num_leaves=7
num_cat=0
split_feature=0 42 15 15 16 1
split_gain=1.56887e-05 2.70826e-05 6.04714e-05 7.70263e-05 0.00012679 7.59953e-05
threshold=1.0000000180025095e-35 0.091295000000000015 0.024640000000000006 -0.016799999999999995 -0.056919999999999991 0.10752500000000002
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=-0.0092134214753353798 0.0078237413976769629 0.011654386940160853 -0.024174750010998065 0.022993069930562889 -0.033247701091650768 0.025499231245282403
leaf_weight=0.0014443238995275613 0.0019765645635548591 0.0011837500333260727 0.0012842667095053035 0.0011387437419364088 0.0012173964908868055 0.0011195480156295308
leaf_count=367 325 651 826 270 511 171
internal_value=0 -0.00220667 -0.0048513 0.000192688 -0.00667374 0.00594431
internal_weight=0 0.00738803 0.00620428 0.00492001 0.00378127 0.00256387
internal_count=3121 2796 2145 1319 1049 538
is_linear=0
shrinkage=0.1


Tree=4908
num_leaves=8
num_cat=0
split_feature=157 160 52 49 2 52 2
split_gain=1.56366e-05 6.67588e-05 5.91526e-05 4.87489e-05 4.09911e-05 7.86268e-05 4.92169e-05
threshold=-0.06266999999999999 -1.0000000180025095e-35 0.10347000000000002 -0.081404999999999991 0.10613000000000002 -0.034054999999999995 0.083995000000000014
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=0.011357475375568415 -0.023064723004693699 0.018348921043350768 0.024312518440206932 -0.022561666950409991 -0.019410274549834506 -0.0023520404107012396 0.02634341842295055
leaf_weight=0.0010591447865669215 0.0012278258034362647 0.0010179039322432285 0.0010327291516538844 0.001049464058518614 0.0015119719636852015 0.0013671571438850835 0.0010620031739369566
leaf_count=460 654 146 194 311 384 425 547
internal_value=0 -0.0015477 0.00220436 -0.00159554 -0.0056635 0.000311481 0.0101933
internal_weight=0 0.00826906 0.00704123 0.0060085 0.0049906 0.00347862 0.00242916
internal_count=3121 2661 2007 1813 1667 1283 972
is_linear=0
shrinkage=0.1


Tree=4909
num_leaves=9
num_cat=0
split_feature=48 4 13 42 0 49 0 1
split_gain=3.10061e-05 7.2259e-05 6.3306e-05 7.02956e-05 0.000108262 9.76327e-05 0.000163625 3.37786e-05
threshold=0.11951500000000001 0.40473500000000007 -0.13710499999999998 0.091735000000000025 -0.0058249999999999994 -0.069799999999999987 -0.083914999999999976 0.091785000000000019
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=-0.00039346051898939431 -0.00033150228521742521 0.00049828147735297024 -0.00052608974108577162 -0.00042764976618842065 0.00069589422167961159 0.00025186674110830201 -0.00036704630537693836 0.00071894537614152398
leaf_weight=0.0015297751284067667 0.0010118512753210284 0.0011168042922831021 0.0010455548497378449 0.0010245789115756404 0.0010620876655421385 0.0013079223790957648 0.0014653249632238111 0.0010925241513572229
leaf_count=169 114 278 189 511 193 811 750 106
internal_value=0 2.92917e-05 -3.21276e-05 4.68605e-05 0.00012825 5.49537e-06 0.00014927 0.00046445
internal_weight=0 0.00964457 0.00852777 0.00699799 0.00597341 0.00491133 0.00386577 0.00240045
internal_count=3121 3007 2729 2560 2049 1856 1667 917
is_linear=0
shrinkage=0.00196078


Tree=4910
num_leaves=7
num_cat=0
split_feature=1 43 15 3 47 1
split_gain=1.79016e-05 4.67135e-05 3.31783e-05 6.11452e-05 4.67852e-05 5.19616e-05
threshold=0.077565000000000009 0.070450000000000013 1.0000000180025095e-35 -0.10519499999999998 0.087235000000000021 0.09697500000000002
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=-0.018003098112293017 0.027821639340353227 0.0083624814576831637 -0.01138210382094176 -0.0053424762042015607 -0.010545316030295959 0.025045688175413156
leaf_weight=0.0015880733051451624 0.0010571665485473629 0.0011649507936822377 0.0013241785374767615 0.0010677251952974107 0.0019258839815665552 0.0011896436053416436
leaf_count=1424 214 212 433 187 271 380
internal_value=0 -0.00684642 0.0027606 0.00633426 0.000904103 0.0106722
internal_weight=0 0.00275302 0.0065646 0.00524042 0.00418325 0.00225737
internal_count=3121 1636 1485 1052 838 567
is_linear=0
shrinkage=0.1


Tree=4911
num_leaves=8
num_cat=0
split_feature=11 3 1 133 0 3 16
split_gain=4.00316e-05 4.86523e-05 5.33089e-05 8.4171e-05 9.36192e-05 6.827e-05 2.92043e-05
threshold=0.079915000000000014 -0.12018999999999998 0.094385000000000011 0.083950000000000011 -0.13455999999999999 0.083060000000000009 -0.061854999999999993
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -4 -7
right_child=-2 2 5 -5 -6 6 -8
leaf_value=0.0003916708330396351 -0.00037758109378377181 1.3000006292419052e-05 0.00041295352967469958 0.00019330683953801961 -0.00074574021399559289 0.0001070570094701626 -0.00031961505294176592
leaf_weight=0.0012646215045573955 0.0010071963525895506 0.0011443872721969817 0.0018594248029967005 0.0014347686029075996 0.0013781963472452715 0.001382017396666024 0.001113848445770782
leaf_count=158 199 102 480 785 1108 187 102
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internal_weight=0 0.00957726 0.00831264 0.00395735 0.00252258 0.00435529 0.00249587
internal_count=3121 2922 2764 1995 1210 769 289
is_linear=0
shrinkage=0.00196078


Tree=4912
num_leaves=8
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split_feature=11 3 3 43 12 52 15
split_gain=6.60329e-05 4.41847e-05 6.63301e-05 5.99037e-05 4.4587e-05 0.000101755 0.000135402
threshold=0.079915000000000014 -0.12018999999999998 -0.078934999999999991 -0.067199999999999996 0.088365000000000013 -0.0064899999999999992 -0.037864999999999989
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=0.00038077852728295256 -0.00046656295523384234 -0.000358524635376974 0.00040768082495469548 -0.00029147880629058862 -0.00039203589219194846 -6.9554947715218008e-05 0.00081576663408060746
leaf_weight=0.0013000865472953425 0.0010808193372641205 0.0016689944575482268 0.001616894626270975 0.0018632993852305563 0.0010175991475981864 0.0015778702801781406 0.0011469742557623308
leaf_count=158 199 1392 466 246 377 194 89
internal_value=0 4.31442e-05 -6.2229e-06 7.51864e-05 -2.07168e-05 6.16376e-05 0.000303105
internal_weight=0 0.0101917 0.00889163 0.00722264 0.00560574 0.00458814 0.00272484
internal_count=3121 2922 2764 1372 906 529 283
is_linear=0
shrinkage=0.00196078


Tree=4913
num_leaves=8
num_cat=0
split_feature=48 150 52 16 12 0 52
split_gain=4.31381e-05 6.67739e-05 5.52703e-05 7.40336e-05 7.17998e-05 8.93368e-05 9.51408e-05
threshold=-0.024949999999999996 0.088380000000000014 -0.049749999999999996 0.064860000000000015 0.095330000000000012 -0.10474999999999998 0.091275000000000009
decision_type=2 2 2 2 2 2 2
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leaf_value=0.00037784341853948583 0.00061078703953532966 -0.00047979764654475969 -0.00029012199749259342 -5.1874070652809482e-05 -0.0004418597763335548 -7.6211843990172624e-05 0.00064295765677131029
leaf_weight=0.0010142818077315601 0.0011981833517594211 0.001204181592151239 0.001934913223626376 0.0014121315216462157 0.0016277554856861959 0.0015311377770243345 0.0013143247651310867
leaf_count=186 334 232 261 444 428 838 398
internal_value=0 -4.61151e-05 1.1792e-05 0.0002523 -8.61774e-05 3.49352e-05 0.000255974
internal_weight=0 0.0102226 0.00901845 0.00261031 0.00640813 0.00478038 0.00284546
internal_count=3121 2935 2703 778 1925 1497 1236
is_linear=0
shrinkage=0.00196078


Tree=4914
num_leaves=7
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split_feature=1 12 52 4 43 2
split_gain=1.73886e-05 3.43645e-05 4.22167e-05 5.01364e-05 5.72231e-05 4.0642e-05
threshold=0.12500000000000003 0.098810000000000023 -0.088204999999999992 -0.0016099999999999997 -0.0037449999999999996 0.098035000000000011
decision_type=2 2 2 2 2 2
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leaf_weight=0.0012486811519251666 0.0013820019385738002 0.0013988645822824866 0.0011475589991635092 0.0014651123455263785 0.0013638365510313085 0.0013753925464995991
leaf_count=519 279 414 933 336 393 247
internal_value=0 -0.00187275 0.00114457 0.00500756 0.0153011 -0.0040933
internal_weight=0 0.00799945 0.00660058 0.0053519 0.0025114 0.0028405
internal_count=3121 2842 2428 1909 1326 583
is_linear=0
shrinkage=0.1


Tree=4915
num_leaves=8
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split_feature=484 160 16 0 16 48 13
split_gain=1.47639e-05 3.24222e-05 5.07091e-05 8.65121e-05 4.08337e-05 2.53051e-05 1.76267e-05
threshold=0.084040000000000017 -1.0000000180025095e-35 -0.056919999999999991 -0.11756999999999999 0.38525000000000004 0.092475000000000016 -0.0039049999999999992
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 4 6 -6 -7 -8
leaf_value=-0.016790406880690296 0.011108948156444552 -0.016923437058024963 -0.018521952854440266 0.012705413279299733 0.0058393767087111127 0.0050169744383015231 0.030982682899496339
leaf_weight=0.0011864245447751696 0.0010482979166524147 0.0010852846083730587 0.0017811187879730301 0.0010015173504133261 0.0011211424862391356 0.0010194750555245491 0.0011151997067910351
leaf_count=632 368 182 524 788 268 82 277
internal_value=0 -0.00148482 0.00106426 0.00805986 -0.00911118 -0.00629624 0.0223349
internal_weight=0 0.00831016 0.00712374 0.00422148 0.00290226 0.00210476 0.00211672
internal_count=3121 2753 2121 1329 792 264 1065
is_linear=0
shrinkage=0.1


Tree=4916
num_leaves=8
num_cat=0
split_feature=159 15 2 12 52 2 12
split_gain=3.51384e-05 5.09947e-05 7.39539e-05 7.35776e-05 5.57027e-05 9.30973e-05 5.52003e-05
threshold=0.091005000000000016 -0.11713499999999999 0.091185000000000002 0.090455000000000021 -0.078224999999999975 0.11018500000000002 0.051320000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 6 -4 -6 -3
right_child=-2 2 4 -5 5 -7 -8
leaf_value=-0.00029561929128632411 -0.00035806317732686488 0.00030920346331065262 0.00029819678383375835 0.00065670976100524439 -0.00055173097998375035 0.00013686262543032574 -0.00026934111017021782
leaf_weight=0.0015767836780983856 0.0010061688698945912 0.0016942124805381176 0.0010247820056028846 0.0013240858744341991 0.001618452283293714 0.0014147039819697304 0.0010132704193982441
leaf_count=365 382 182 323 399 399 202 869
internal_value=0 2.69607e-05 8.98371e-05 0.000277927 -9.70304e-05 -0.000230562 9.26842e-05
internal_weight=0 0.00966629 0.00808951 0.00403157 0.00405794 0.00303316 0.00270748
internal_count=3121 2739 2374 1450 924 601 1051
is_linear=0
shrinkage=0.00196078


Tree=4917
num_leaves=8
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split_feature=12 47 16 12 52 4 2
split_gain=1.50537e-05 4.11645e-05 5.32616e-05 3.54595e-05 5.53972e-05 0.000125195 3.5426e-05
threshold=-0.010834999999999999 0.10813000000000002 -0.42170999999999997 0.098810000000000023 0.077655000000000016 -0.033174999999999989 0.090050000000000005
decision_type=2 2 2 2 2 2 2
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right_child=1 -3 3 -5 -6 6 -8
leaf_value=0.0093812177395036118 0.021527075099130565 -0.02061393609163005 -0.029064375437876457 -0.018129145888265905 0.020192496809877836 0.02271717195901167 -0.0028982274265494943
leaf_weight=0.0014273490066861747 0.0010670807081791175 0.0010118181262477209 0.0013422374844654452 0.0011954321866959709 0.001152846240099164 0.0010727779371396376 0.0010869482745431733
leaf_count=421 201 149 589 402 721 388 250
internal_value=0 -0.00177457 0.000981127 -0.00276644 0.00117895 -0.0050803 0.00982544
internal_weight=0 0.00792914 0.00691732 0.00585024 0.00465481 0.00350196 0.00215973
internal_count=3121 2700 2551 2350 1948 1227 638
is_linear=0
shrinkage=0.1


Tree=4918
num_leaves=8
num_cat=0
split_feature=0 15 1 2 151 16 15
split_gain=1.65263e-05 4.38508e-05 3.73149e-05 4.32129e-05 7.36165e-05 1.98643e-05 9.74076e-06
threshold=-0.061629999999999997 -1.0000000180025095e-35 0.083135000000000014 0.089775000000000008 -0.0083949999999999979 0.15891500000000003 -0.09551999999999998
decision_type=2 2 2 2 2 2 2
left_child=2 -2 -1 6 -5 -3 -4
right_child=1 5 3 4 -6 -7 -8
leaf_value=-0.019696874876994796 0.022532647608060983 0.0074709594026410465 -0.003660043518562266 -0.012265895241539324 0.020453541061214522 -0.011643710500971965 -0.017480481733827071
leaf_weight=0.0011115017942853267 0.0010477142884975743 0.001056306227111133 0.0010122920141074306 0.001093410691642642 0.0018529759159957304 0.0011202701170144179 0.0010277270927116678
leaf_count=1506 267 148 128 152 250 169 501
internal_value=0 0.00572383 -0.00312813 0.000565149 0.00831128 -0.00236724 -0.0106225
internal_weight=0 0.00322429 0.00609791 0.00498641 0.00294639 0.00217658 0.00204002
internal_count=3121 584 2537 1031 402 317 629
is_linear=0
shrinkage=0.1


Tree=4919
num_leaves=8
num_cat=0
split_feature=48 48 51 1 42 4 4
split_gain=3.87799e-05 7.55162e-05 8.46592e-05 9.53468e-05 6.06024e-05 0.000103754 8.22454e-05
threshold=0.11951500000000001 0.093265000000000015 0.086310000000000012 0.111945 0.086325000000000013 -1.0000000180025095e-35 -0.084369999999999987
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=-6.8725399691329841e-05 -0.00037385271133604398 0.00052314575135574523 -0.00056531385816319265 0.00042361763587744054 -0.00048467051840283306 -0.00040640649799729699 0.00058143746310620873
leaf_weight=0.001653688662090585 0.0010128117210649002 0.0010602098819899883 0.0010081576973311607 0.0018704108782141484 0.0011689264957141579 0.0014937608838462941 0.001365910355325432
leaf_count=413 114 239 325 328 776 322 604
internal_value=0 2.95165e-05 -3.16164e-05 3.96232e-05 -8.67745e-05 1.62777e-05 0.000225375
internal_weight=0 0.00962106 0.00856085 0.0075527 0.00568229 0.00451336 0.0030196
internal_count=3121 3007 2768 2443 2115 1339 1017
is_linear=0
shrinkage=0.00196078


Tree=4920
num_leaves=9
num_cat=0
split_feature=48 16 15 2 47 4 0 0
split_gain=3.93522e-05 8.57691e-05 5.39404e-05 7.77655e-05 9.84528e-05 0.000103279 8.43489e-05 0.000101784
threshold=0.11951500000000001 -0.5048999999999999 -0.14147499999999996 0.11093500000000002 0.085270000000000026 -0.35136499999999998 -0.077999999999999986 -0.11242999999999999
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=0.00055287019753213042 -0.00036678005087896986 -0.00043952842502481136 -0.00074813502551481273 0.00047990549351113575 0.00036383836518658974 6.6704865742186535e-05 0.00037068195813395947 -0.00072694611845402048
leaf_weight=0.0010833297668413734 0.0010508920126530005 0.0010927400595047961 0.0010340160687062156 0.0012208055619874064 0.0015896019660036863 0.0015506559355765192 0.0012402155371455167 0.0010365749769645472
leaf_count=192 114 334 160 292 200 185 415 1229
internal_value=0 3.23848e-05 -3.19486e-05 2.61049e-05 -5.97727e-05 -0.000198285 -4.97387e-05 -0.000251272
internal_weight=0 0.00984794 0.00876461 0.00767187 0.00645106 0.00486146 0.00382745 0.00258723
internal_count=3121 3007 2815 2481 2189 1989 1829 1414
is_linear=0
shrinkage=0.00196078


Tree=4921
num_leaves=9
num_cat=0
split_feature=48 16 15 2 47 4 12 0
split_gain=4.17319e-05 9.6636e-05 5.53271e-05 7.60231e-05 0.000111796 0.000101914 6.55594e-05 3.43307e-05
threshold=0.11951500000000001 -0.5048999999999999 -0.14147499999999996 0.11093500000000002 0.085270000000000026 -0.35136499999999998 0.084100000000000022 -0.14920999999999998
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=0.00058291354463387284 -0.00037643402599918575 -0.00044717342482962155 -0.00074468892165174361 0.00047708693484435416 0.00038499635973643435 -7.1280610454798563e-05 -0.00033163035960349555 0.0004418239445444536
leaf_weight=0.0010948229753874406 0.0010563166678123582 0.0010952760023838415 0.0010658676102304693 0.0012006783000425699 0.0016258622907094735 0.0010041061608992985 0.0017861094292544442 0.0010012503496705807
leaf_count=192 114 334 160 292 200 78 1432 319
internal_value=0 3.36159e-05 -3.48854e-05 2.3883e-05 -6.00497e-05 -0.000209017 -5.84273e-05 0.000184906
internal_weight=0 0.00987397 0.00877915 0.00768387 0.0064832 0.00485733 0.00379147 0.00200536
internal_count=3121 3007 2815 2481 2189 1989 1829 397
is_linear=0
shrinkage=0.00196078


Tree=4922
num_leaves=8
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split_feature=48 48 51 1 42 4 4
split_gain=3.74452e-05 8.68816e-05 7.28625e-05 9.21696e-05 6.39435e-05 9.41507e-05 9.21812e-05
threshold=0.11951500000000001 0.093265000000000015 0.086310000000000012 0.111945 0.086325000000000013 -1.0000000180025095e-35 -0.084369999999999987
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=-0.00010573061182333076 -0.00036814959102483873 0.00054138299293188534 -0.0005370506011782443 0.00040047618875037593 -0.00050348157041430462 -0.00039344988799322158 0.00058062769010826286
leaf_weight=0.0016591034726440861 0.001032028673985272 0.0011085326097147333 0.001008426100350103 0.0018810780611219213 0.0011938867439747645 0.0015114492006421988 0.0013764731934866243
leaf_count=413 114 239 325 328 776 322 604
internal_value=0 2.46344e-05 -4.17393e-05 2.37927e-05 -9.96321e-05 6.40439e-06 0.000205497
internal_weight=0 0.00973895 0.00863042 0.00762199 0.00574091 0.00454703 0.00303558
internal_count=3121 3007 2768 2443 2115 1339 1017
is_linear=0
shrinkage=0.00196078


Tree=4923
num_leaves=8
num_cat=0
split_feature=48 48 51 1 4 42 4
split_gain=4.86566e-05 6.9958e-05 7.09236e-05 7.04184e-05 6.13502e-05 6.87401e-05 8.25359e-05
threshold=0.11951500000000001 0.093265000000000015 0.085720000000000005 0.111945 -1.0000000180025095e-35 0.084050000000000014 -0.084369999999999987
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=-6.1021100496268788e-05 -0.00041566175692974859 0.00050433858901582581 -0.00051591945085830327 0.00036939477597442257 -0.00035170982736687257 -0.0003362008614998067 0.0006374160470296944
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leaf_count=398 114 239 330 328 509 741 462
internal_value=0 3.32868e-05 -2.60739e-05 3.90901e-05 -6.96247e-05 7.77836e-05 0.000249135
internal_weight=0 0.00961898 0.00854248 0.0075395 0.00567249 0.00372561 0.00263497
internal_count=3121 3007 2768 2438 2110 1601 860
is_linear=0
shrinkage=0.00196078


Tree=4924
num_leaves=9
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split_feature=11 43 15 4 52 15 4 2
split_gain=5.39209e-05 5.99497e-05 7.73685e-05 0.000117359 5.11861e-05 5.44844e-05 8.97492e-05 5.39356e-05
threshold=0.079915000000000014 -0.04890499999999999 -0.053579999999999996 -0.068329999999999988 -0.085984999999999992 -0.095869999999999983 0.0052350000000000009 0.098260000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -3 -6 7 -7
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leaf_count=658 199 226 317 417 311 719 152 122
internal_value=0 3.45888e-05 0.000230144 4.5905e-05 -8.1771e-05 -4.92223e-06 0.000142056 -0.000103416
internal_weight=0 0.0101292 0.0037787 0.00264023 0.0063505 0.00533397 0.00344109 0.00214946
internal_count=3121 2922 1392 734 1530 1304 993 841
is_linear=0
shrinkage=0.00196078


Tree=4925
num_leaves=7
num_cat=0
split_feature=11 43 13 13 52 16
split_gain=1.55575e-05 3.21677e-05 5.3073e-05 3.47346e-05 4.90501e-05 8.27564e-05
threshold=0.078065000000000009 -0.04890499999999999 -0.0030199999999999997 -0.095304999999999987 -0.069804999999999992 -0.074319999999999983
decision_type=2 2 2 2 2 2
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leaf_count=1025 211 284 358 214 654 375
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internal_weight=0 0.008452 0.0030946 0.0053574 0.00361166 0.0025452
internal_count=3121 2910 1383 1527 1243 1029
is_linear=0
shrinkage=0.1


Tree=4926
num_leaves=8
num_cat=0
split_feature=457 1 52 2 16 16 4
split_gain=3.85057e-05 6.40767e-05 6.80867e-05 7.43098e-05 6.43531e-05 6.13727e-05 9.03592e-05
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decision_type=2 2 2 2 2 2 2
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leaf_count=822 158 243 439 343 286 646 184
internal_value=0 -4.64352e-05 -0.000111714 -4.56651e-05 0.000179499 -0.000217561 -2.31393e-05
internal_weight=0 0.00985103 0.00841682 0.00738144 0.00319558 0.00418586 0.00250566
internal_count=3121 2963 2720 2281 629 1652 1006
is_linear=0
shrinkage=0.00196078


Tree=4927
num_leaves=8
num_cat=0
split_feature=50 484 15 3 12 3 1
split_gain=1.56075e-05 3.05141e-05 3.05755e-05 5.52371e-05 7.89247e-05 5.6466e-05 4.03042e-05
threshold=0.088425000000000017 0.084040000000000017 0.088345000000000021 -0.10519499999999998 0.051320000000000005 0.10893000000000001 0.093575000000000019
decision_type=2 2 2 2 2 2 2
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leaf_weight=0.0014512177154471714 0.0010569453473316106 0.0010010521100731707 0.0011352807333934681 0.0010649800419121351 0.0015637475378638627 0.0011287267896850292 0.0010540244794884897
leaf_count=260 560 323 497 146 955 146 234
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internal_weight=0 0.00839903 0.00739798 0.0062627 0.00481148 0.00324773 0.002119
internal_count=3121 2561 2238 1741 1481 526 380
is_linear=0
shrinkage=0.1


Tree=4928
num_leaves=6
num_cat=0
split_feature=51 52 43 16 0
split_gain=1.52033e-05 3.17825e-05 4.59071e-05 7.50647e-05 8.09691e-05
threshold=-0.076794999999999988 -0.046924999999999988 -0.14968999999999996 -0.056919999999999991 -0.10474999999999998
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
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leaf_value=-0.0085711621785441866 0.013180522082282735 0.015325648932593833 -0.012603205708255774 -0.027103071997032897 0.018718287086047634
leaf_weight=0.0017245145003898449 0.0018650536121180656 0.0012326029205903611 0.0018365844314273392 0.0012690341801036903 0.001498960574747047
leaf_count=537 602 180 307 431 1064
internal_value=0 0.00181625 -0.00181477 -0.0064031 0.00147236
internal_weight=0 0.00770224 0.00583718 0.00460458 0.00333555
internal_count=3121 2584 1982 1802 1371
is_linear=0
shrinkage=0.1


Tree=4929
num_leaves=8
num_cat=0
split_feature=15 12 2 160 52 2 2
split_gain=2.62445e-05 3.61808e-05 5.36865e-05 4.33105e-05 6.27025e-05 5.90457e-05 4.93369e-05
threshold=0.091650000000000023 0.10097500000000002 0.073895000000000002 1.0000000180025095e-35 0.096795000000000006 0.092235000000000025 0.113445
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 3 -5 -6 6 -8
leaf_value=-0.00031233850140934807 -0.00030298368470044651 0.00030878516115190178 0.00036796507274039042 -0.00023156212866434214 0.00056685123389629117 -0.0004728389503898269 0.00010896103833671061
leaf_weight=0.0019020293388199898 0.001024592098781381 0.0014814827852522141 0.0012725749157756713 0.0014413530361334949 0.0010981520734187037 0.0010432955195337199 0.0012106618739332101
leaf_count=504 497 296 732 346 250 252 244
internal_value=0 2.74062e-05 -2.49099e-05 6.52145e-05 0.000157709 3.03038e-05 -0.000160338
internal_weight=0 0.00944955 0.00796807 0.00606604 0.00462468 0.00352653 0.00225396
internal_count=3121 2624 2328 1824 1478 1228 496
is_linear=0
shrinkage=0.00196078


Tree=4930
num_leaves=9
num_cat=0
split_feature=3 13 48 2 12 16 2 3
split_gain=3.12344e-05 4.51975e-05 5.48635e-05 4.51785e-05 5.61886e-05 7.52453e-05 4.66653e-05 5.33409e-05
threshold=0.13524500000000003 -0.10278499999999999 0.092475000000000016 0.084245000000000014 0.051320000000000005 -0.082039999999999988 0.11237500000000002 -0.016324999999999996
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 6 5 -7 -8 -9
leaf_value=-0.000422592343687239 0.00024966653899583565 0.0004441187463590842 0.00037809407858329578 -8.4682673208518716e-05 0.00028669428911700951 -0.00046939534510322903 0.0001375700577522693 -0.00064715370055668821
leaf_weight=0.0010977421080129801 0.0015741270334638626 0.0011694251993902968 0.0012556342364201467 0.0013352790669297642 0.0010005055435466613 0.001023961735391518 0.0010182783471111108 0.0012597826151258813
leaf_count=160 192 158 271 1186 227 437 294 196
internal_value=0 -4.93256e-05 1.49382e-06 -6.79723e-05 0.000101932 -9.57307e-05 -0.000218154 -0.000357736
internal_weight=0 0.00916061 0.00806287 0.00680723 0.00319389 0.00202447 0.00361334 0.00259506
internal_count=3121 2929 2769 2498 822 664 1676 1382
is_linear=0
shrinkage=0.00196078


Tree=4931
num_leaves=9
num_cat=0
split_feature=133 0 42 15 15 15 4 0
split_gain=3.99843e-05 4.91806e-05 4.11391e-05 0.000100963 6.89834e-05 9.96267e-05 5.64472e-05 5.45434e-05
threshold=0.099660000000000012 -1.0000000180025095e-35 0.091295000000000015 0.024640000000000006 -0.016799999999999995 -0.089964999999999976 0.010840000000000001 -0.14794999999999997
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=0.00046002167236411872 -0.00037111507594480403 0.0003297189794626302 0.00028722200502756323 -0.00059422306159812944 0.00040242791376506114 -0.00057897116899653558 -0.00039620544358031159 0.00022556473876031189
leaf_weight=0.0010233904398038712 0.0010558869502724577 0.0017407535311839981 0.0013047514339943498 0.0012623161777887328 0.0013687673223944886 0.0012165676984393203 0.0011327422022683132 0.0010408525597286064
leaf_count=268 483 292 408 692 270 421 90 197
internal_value=0 2.99154e-05 -3.25903e-05 -9.18233e-05 1.78536e-05 -0.000101414 8.0314e-05 -9.84632e-05
internal_weight=0 0.0100901 0.00834939 0.00704464 0.00578232 0.00441355 0.00319699 0.00217359
internal_count=3121 2638 2346 1938 1246 976 555 287
is_linear=0
shrinkage=0.00196078


Tree=4932
num_leaves=7
num_cat=0
split_feature=3 13 48 2 2 4
split_gain=1.58144e-05 3.70881e-05 5.22576e-05 8.11538e-05 7.8406e-05 3.99557e-05
threshold=0.13524500000000003 -0.095539999999999986 0.091545000000000015 0.084245000000000014 0.096540000000000015 -0.00099499999999999979
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=-0.018413863167198258 0.0097762652571741875 0.024023952469395805 0.019030933976631213 -0.036383714372158496 -0.0022092942689309414 -0.00060311551899865784
leaf_weight=0.0011499294033267653 0.0013871432721865142 0.0010814753495331823 0.001302241479114727 0.0010720491827206345 0.0017961398561913379 0.0016856294551141949
leaf_count=217 192 568 283 982 648 231
internal_value=0 -0.00178059 0.000976459 -0.00319569 -0.0149827 0.00902195
internal_weight=0 0.00808746 0.00693754 0.00563529 0.00286819 0.0027671
internal_count=3121 2929 2712 2429 1630 799
is_linear=0
shrinkage=0.1


Tree=4933
num_leaves=8
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split_feature=50 4 12 3 2 2 43
split_gain=1.65235e-05 2.8813e-05 3.45831e-05 5.50843e-05 6.34513e-05 3.59106e-05 3.89348e-05
threshold=0.088425000000000017 0.27834500000000006 -0.029094999999999999 0.10542000000000001 0.092365000000000017 0.086590000000000014 -0.074359999999999996
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=-0.018263213526751931 -0.011889706090493677 0.015582217914041374 0.0088817146930376834 0.01813169728636713 -0.022720131871644102 0.017616504723259759 -0.017863403054495578
leaf_weight=0.0010008512094047744 0.0010529747942200013 0.0012236242854296968 0.0011237605602480946 0.0015439064934441582 0.0012700288064161681 0.0011748951276969902 0.0010556211762452459
leaf_count=213 560 315 272 106 637 512 506
internal_value=0 0.00139978 -0.00102089 0.00177684 -0.00368352 0.0035243 -0.00407274
internal_weight=0 0.00839269 0.00716906 0.00616821 0.00462431 0.00335428 0.00217938
internal_count=3121 2561 2246 2033 1927 1290 778
is_linear=0
shrinkage=0.1


Tree=4934
num_leaves=8
num_cat=0
split_feature=0 0 15 16 16 15 4
split_gain=1.62182e-05 3.68196e-05 4.41039e-05 5.52313e-05 4.74627e-05 3.63795e-05 2.76142e-05
threshold=-0.061629999999999997 -0.083914999999999976 -0.0088349999999999974 -0.090344999999999995 -0.36241499999999999 -1.0000000180025095e-35 -0.37944499999999992
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -2 -7
right_child=5 -3 -4 -5 -6 6 -8
leaf_value=-0.010201333792229603 0.020949278239739213 -0.020227028542167944 0.014076432020882738 -0.022983924359709283 0.018740016156644279 -0.011912782679754763 0.010537336548718156
leaf_weight=0.0012127152248309963 0.0010505835200631864 0.0010419311598066023 0.0016136793750333332 0.0012291146088802404 0.0010636478350627317 0.0011993329023678697 0.0010086937100303333
leaf_count=237 267 1054 533 486 227 191 126
internal_value=0 -0.00309178 0.000395853 -0.00590174 0.00332173 0.00563139 -0.00165689
internal_weight=0 0.00616109 0.00511916 0.00350548 0.00227636 0.00325861 0.00220803
internal_count=3121 2537 1483 950 464 584 317
is_linear=0
shrinkage=0.1


Tree=4935
num_leaves=9
num_cat=0
split_feature=48 16 52 0 0 49 12 52
split_gain=4.63557e-05 8.46936e-05 5.74974e-05 7.45072e-05 8.59225e-05 6.89412e-05 6.56751e-05 2.22437e-05
threshold=0.11951500000000001 -0.5048999999999999 0.11434500000000002 -0.077999999999999986 -0.10607499999999999 -0.047584999999999995 0.09202500000000001 -0.016329999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 -5
right_child=-2 2 -4 6 -6 -7 -8 -9
leaf_value=0.00055744922815288711 -0.00040304676466764209 0.00043862428348283744 -0.00046360619770399248 -0.00019488933739964648 -0.00059672526647083551 -0.00020074570342231969 0.00055203769700365153 0.0002129481613032394
leaf_weight=0.0010750625765870584 0.001008685202480048 0.0010284225928146318 0.0010190277284268159 0.0010145695870067363 0.0011754411417313126 0.0017546076357947363 0.0014930614333054874 0.0010424198936059309
leaf_count=192 114 106 437 253 1226 211 453 129
internal_value=0 3.88217e-05 -2.65613e-05 3.27527e-05 -0.000152219 3.55229e-05 0.000239005 1.17903e-05
internal_weight=0 0.00960261 0.00852755 0.00750852 0.00395847 0.00278303 0.00355005 0.00205699
internal_count=3121 3007 2815 2378 1543 317 835 382
is_linear=0
shrinkage=0.00196078


Tree=4936
num_leaves=7
num_cat=0
split_feature=0 1 2 3 52 16
split_gain=1.5911e-05 2.6864e-05 3.03399e-05 7.51912e-05 3.86277e-05 3.25066e-05
threshold=-1.0000000180025095e-35 0.077565000000000009 1.0000000180025095e-35 0.076840000000000006 -0.0064899999999999992 -0.078844999999999985
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=-0.015676450998026045 0.0078879858649949491 0.004131140775926528 0.029549648745936519 -0.014055484117715001 0.0096618926995302966 -0.01896808536586227
leaf_weight=0.0012324685016312682 0.0019838355880626339 0.0011436520597509464 0.0010045678952403758 0.0013998879977334955 0.0013478873934272897 0.0013037061809394533
leaf_count=1552 325 248 281 158 156 401
internal_value=0 -0.00219227 0.000488321 0.00613794 -0.00242122 -0.0081738
internal_weight=0 0.00743217 0.0061997 0.00375234 0.00274778 0.00244736
internal_count=3121 2796 1244 595 314 649
is_linear=0
shrinkage=0.1


Tree=4937
num_leaves=7
num_cat=0
split_feature=11 16 2 0 47 43
split_gain=1.8e-05 2.47017e-05 7.03216e-05 4.85115e-05 4.42135e-05 5.66278e-05
threshold=1.0000000180025095e-35 -0.36241499999999999 0.10912000000000001 -0.10607499999999999 0.086010000000000017 -0.084004999999999982
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=-0.011057661882842297 -0.01234339770749718 0.012508468651555516 0.021282328294661122 -0.00069631094790783632 0.0089529628516038396 -0.030229795434744786
leaf_weight=0.0013188825585329425 0.0010587579974924806 0.0016206046953164527 0.0017415061995452669 0.0013132134629760932 0.0010581435915230216 0.0012840464705582571
leaf_count=334 244 177 406 449 251 1260
internal_value=0 0.00149867 0.00385852 -0.00189273 -0.00827743 -0.0152972
internal_weight=0 0.0083364 0.00701751 0.00527601 0.0036554 0.00259726
internal_count=3121 2877 2543 2137 1960 1709
is_linear=0
shrinkage=0.1


Tree=4938
num_leaves=9
num_cat=0
split_feature=133 0 0 42 15 151 16 52
split_gain=3.9858e-05 6.35933e-05 5.89824e-05 0.000100907 7.78818e-05 7.93252e-05 0.000105978 6.11982e-05
threshold=0.099660000000000012 1.0000000180025095e-35 -0.053834999999999994 0.091295000000000015 1.0000000180025095e-35 -0.044604999999999992 -0.15241499999999997 -0.077024999999999996
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
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leaf_weight=0.001213941663427893 0.0010400324712059083 0.0017394773538562227 0.0010944127605358447 0.0011989528078945946 0.0012322191644031019 0.0011519990014534536 0.0010600837437311516 0.0013991776011254152
leaf_count=361 483 292 174 342 686 181 227 375
internal_value=0 2.57525e-05 -4.52919e-05 1.87048e-05 -8.4165e-05 2.81893e-05 0.000173952 -5.59437e-05
internal_weight=0 0.0100903 0.00835079 0.00725637 0.00605742 0.0048252 0.00361126 0.00245926
internal_count=3121 2638 2346 2172 1830 1144 783 602
is_linear=0
shrinkage=0.00196078


Tree=4939
num_leaves=7
num_cat=0
split_feature=43 43 48 16 13 16
split_gain=1.68133e-05 6.02723e-05 2.92857e-05 5.82263e-05 5.41e-05 2.50106e-05
threshold=-0.092909999999999979 -0.067199999999999996 0.085845000000000019 -0.088159999999999988 -1.0000000180025095e-35 0.064860000000000015
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=-0.018246251637041366 0.02190266823551482 0.017535353610553958 -0.01258731718241942 -0.024295957951404702 0.0053733698832994017 0.0033194365739565249
leaf_weight=0.0011127162924518957 0.0012829538578540411 0.0016081091569944751 0.0018143645332549703 0.0010409532480229221 0.0015004723129658701 0.0010407744073651732
leaf_count=344 888 478 293 671 326 121
internal_value=0 0.00223994 -0.0019899 0.00264377 -0.00677902 -0.00782363
internal_weight=0 0.00724685 0.0059639 0.00414953 0.00254143 0.00215349
internal_count=3121 2656 1768 1475 997 465
is_linear=0
shrinkage=0.1


Tree=4940
num_leaves=8
num_cat=0
split_feature=43 159 0 2 16 133 3
split_gain=3.35899e-05 3.78226e-05 5.41641e-05 0.000118735 6.54394e-05 0.000155901 0.000102447
threshold=-0.34140499999999996 -1.0000000180025095e-35 -0.20211999999999997 0.11293500000000002 0.15891500000000003 0.076280000000000014 -0.10519499999999998
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4
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leaf_value=-0.0003410725972327486 -0.00033353032521051386 -0.00023614691939028606 0.00033838326906006176 0.00061428395703321816 -0.0004066293357682352 0.00077675590092748231 -0.00039340997114501938
leaf_weight=0.0010741235664844884 0.0010160499495044566 0.001802805337228766 0.0012219979217450376 0.0015960888016473959 0.0011635105978499453 0.0010387016369455453 0.0018474306168710663
leaf_count=133 495 129 125 405 316 599 919
internal_value=0 2.43891e-05 6.63317e-05 0.000145733 3.87092e-06 0.000120133 -0.000102069
internal_weight=0 0.00968658 0.00867053 0.00686773 0.00527164 0.00410813 0.00306943
internal_count=3121 2988 2493 2364 1959 1643 1044
is_linear=0
shrinkage=0.00196078


Tree=4941
num_leaves=9
num_cat=0
split_feature=47 47 48 52 150 3 0 12
split_gain=8.76778e-05 0.000109916 6.39182e-05 6.99042e-05 8.72847e-05 7.32295e-05 9.19467e-05 6.05399e-05
threshold=0.13148500000000005 0.10254000000000001 -0.015314999999999997 0.11434500000000002 0.089910000000000018 -0.055119999999999995 -0.10224499999999999 0.088305000000000008
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=0.00044337502276895846 -0.00056029116060622166 0.00062801963877677437 -0.00050483567457055916 -0.00055920549802228466 -0.00051533886232752065 -2.7789056582453557e-05 0.00062928750619237628 6.3755581402944508e-05
leaf_weight=0.0010011079541684337 0.0010178112391114021 0.001103427547601162 0.0011252763826364973 0.0010305828110864423 0.0011376994582477703 0.0017588686762745592 0.0015318814445071998 0.0019987238197862324
leaf_count=183 65 187 697 443 185 194 285 882
internal_value=0 4.19832e-05 -2.54875e-05 -8.01746e-05 -1.48077e-05 7.3965e-05 0.000278088 -0.000141053
internal_weight=0 0.0106876 0.00958414 0.00858303 0.00755245 0.00641475 0.00329075 0.003124
internal_count=3121 3056 2869 2686 2243 2058 479 1579
is_linear=0
shrinkage=0.00196078


Tree=4942
num_leaves=8
num_cat=0
split_feature=15 16 2 2 48 13 43
split_gain=3.83392e-05 3.49086e-05 6.45352e-05 5.26656e-05 7.29098e-05 7.12088e-05 6.39986e-05
threshold=-0.24436499999999997 -0.36241499999999999 0.11093500000000002 0.084245000000000014 0.083985000000000018 1.0000000180025095e-35 -0.036954999999999995
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 6 -3
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leaf_weight=0.0010155453910733912 0.0016659812252589898 0.0010210694389406389 0.0017323058045916077 0.0019769058047063646 0.001284118159330952 0.001034085652280753 0.0011489385548763228
leaf_count=253 248 344 343 1174 294 123 342
internal_value=0 -3.96581e-05 1.2929e-05 -7.71272e-05 -0.000252548 0.00010141 0.000303197
internal_weight=0 0.0098634 0.00819742 0.00646512 0.00326102 0.00320409 0.00217001
internal_count=3121 2868 2620 2277 1468 809 686
is_linear=0
shrinkage=0.00196078


Tree=4943
num_leaves=7
num_cat=0
split_feature=13 12 0 48 160 15
split_gain=1.71137e-05 3.88898e-05 3.99645e-05 7.41484e-05 4.58261e-05 5.66219e-05
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decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6
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leaf_value=0.011372722031079398 0.01537306005232042 -0.0099965231678973317 -0.017743399947079665 -0.017799927177120738 0.027408966188555824 -0.0016327599367661335
leaf_weight=0.0011473794934436969 0.0011549535017246681 0.0010716102947053783 0.0017092503750677892 0.0016660792346705889 0.0015015305032871696 0.0012142114326239271
leaf_count=169 345 632 389 319 409 858
internal_value=0 -0.00165532 -0.00440107 -0.000219235 0.00751462 0.0144244
internal_weight=0 0.00831764 0.00716268 0.00545343 0.00378735 0.00271574
internal_count=3121 2952 2607 2218 1899 1267
is_linear=0
shrinkage=0.1


Tree=4944
num_leaves=9
num_cat=0
split_feature=48 48 51 1 4 42 4 0
split_gain=3.99892e-05 8.70983e-05 7.89695e-05 8.06507e-05 6.56542e-05 7.6707e-05 7.38454e-05 1.83091e-05
threshold=0.11951500000000001 0.093265000000000015 0.086310000000000012 0.111945 -1.0000000180025095e-35 0.084050000000000014 -0.084369999999999987 -0.11242999999999999
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=-4.5074802997401573e-05 -0.000377352528476128 0.00053968225631622214 -0.00055204829275306872 0.00038240752822611186 -0.00055667839496875975 -0.00036361455075728516 0.00060521171588238671 -0.00018339869126636664
leaf_weight=0.0015149885456386708 0.001048961985897239 0.0011219447817667318 0.0010247929408104036 0.0018651054742210788 0.0010202850246213162 0.0011355176880744723 0.0012057195553995855 0.0010006745976127564
leaf_count=399 114 239 325 328 143 743 464 366
internal_value=0 2.52839e-05 -4.05449e-05 2.71592e-05 -8.55777e-05 6.44509e-05 0.000243109 -0.00037185
internal_weight=0 0.00988903 0.00876708 0.00774229 0.00587719 0.00385623 0.00272071 0.00202096
internal_count=3121 3007 2768 2443 2115 1606 863 509
is_linear=0
shrinkage=0.00196078


Tree=4945
num_leaves=8
num_cat=0
split_feature=52 16 43 0 457 13 15
split_gain=3.21392e-05 5.27436e-05 7.57734e-05 6.81759e-05 5.24484e-05 5.59901e-05 8.47772e-05
threshold=-0.26636999999999994 0.23311500000000004 -0.092909999999999979 -0.030209999999999997 0.080930000000000016 -0.094514999999999988 -0.095244999999999982
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=-0.00033629567491643472 -0.00040262245315352425 0.00044097041350417779 0.00021129073000992842 0.00050127470996455244 0.00035834082281039964 4.7057737371707422e-05 -0.00060704624708698507
leaf_weight=0.0010158001140129604 0.0016183654553268761 0.0010685490912790844 0.0013817774438441956 0.0011648934116502713 0.0011218387782348516 0.0015999675018102115 0.0014542172683764422
leaf_count=354 379 130 274 187 188 317 1292
internal_value=0 3.08207e-05 -2.17224e-05 6.99723e-05 -2.04269e-05 -0.000116216 -0.000264387
internal_weight=0 0.00940961 0.00834106 0.00672269 0.0055578 0.00443596 0.00305418
internal_count=3121 2767 2637 2258 2071 1883 1609
is_linear=0
shrinkage=0.00196078


Tree=4946
num_leaves=7
num_cat=0
split_feature=0 51 457 4 0 0
split_gain=1.8682e-05 2.24729e-05 4.55039e-05 4.42538e-05 3.96236e-05 5.61788e-05
threshold=-1.0000000180025095e-35 -0.076794999999999988 0.080930000000000016 0.40473500000000007 -0.11756999999999999 -0.083914999999999976
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=-0.012799552711958853 0.0085102423227010979 -0.022230124832203976 0.019927088939582348 0.015137723189626799 0.012085445154690054 -0.018122513820453597
leaf_weight=0.0016202505275035393 0.0019975662763199679 0.001344022206100168 0.0010005344378243367 0.0010104393707214675 0.0014263271431892996 0.0010831723419747401
leaf_count=448 325 232 190 202 783 941
internal_value=0 -0.0023748 0.000505363 -0.00348976 -0.0083741 -0.000953181
internal_weight=0 0.00748475 0.0058645 0.00486396 0.00385352 0.0025095
internal_count=3121 2796 2348 2158 1956 1724
is_linear=0
shrinkage=0.1


Tree=4947
num_leaves=8
num_cat=0
split_feature=42 49 15 4 12 13 15
split_gain=1.75306e-05 3.94604e-05 4.34632e-05 6.70163e-05 6.34859e-05 8.43941e-05 4.15249e-05
threshold=0.091735000000000025 -0.00064499999999999985 -0.037864999999999989 0.24564500000000003 0.051320000000000005 -0.095304999999999987 -0.074054999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 6 3 -3 -4 -6 -1
right_child=-2 2 4 -5 5 -7 -8
leaf_value=0.006126048562695708 -0.010907802513101476 -0.023767381084953673 0.031705029348691634 0.010474774190738157 0.022985734177541274 -0.015718757545012191 -0.020552338918446298
leaf_weight=0.0010165867428130249 0.0012899948410703887 0.001014764085773486 0.0012073623117707728 0.0013086223720482361 0.0011070322448936722 0.0011471379019370974 0.0013692740148530083
leaf_count=214 667 555 160 215 84 869 357
internal_value=0 0.00163619 0.00609915 -0.00448086 0.0132005 0.00328918 -0.009185
internal_weight=0 0.00817078 0.00578492 0.00232339 0.00346153 0.00225417 0.00238586
internal_count=3121 2454 1883 770 1113 953 571
is_linear=0
shrinkage=0.1


Tree=4948
num_leaves=9
num_cat=0
split_feature=11 48 0 2 0 4 12 13
split_gain=3.84573e-05 6.47039e-05 0.000109112 6.41801e-05 5.32494e-05 7.17211e-05 0.000130229 9.64378e-05
threshold=0.079915000000000014 0.016865000000000002 -0.20211999999999997 0.11237500000000002 -0.11756999999999999 0.09173000000000002 0.051320000000000005 -0.084034999999999985
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 -6 -8
right_child=-2 2 -4 -5 5 -7 7 -9
leaf_value=-0.0005535650318648943 -0.00036799475274510541 -0.00010920606958774636 0.00063571095650859341 0.00031251661616471505 0.00032959780994111661 0.00035637582661239022 -8.7886006176256031e-05 -0.00090164433413221848
leaf_weight=0.0011108024582154727 0.0010464809303269177 0.0014995010964722335 0.0015246815274269621 0.0013126512114854582 0.0011175147297919066 0.0011173741055480516 0.0011333899399325088 0.0011065596002060121
leaf_count=162 199 82 490 340 129 170 461 1088
internal_value=0 2.72139e-05 0.000266354 -7.7624e-05 -0.000169309 -7.39237e-05 -0.000217129 -0.000489892
internal_weight=0 0.00992247 0.00302418 0.00689829 0.00558564 0.00447484 0.00335746 0.00223995
internal_count=3121 2922 572 2350 2010 1848 1678 1549
is_linear=0
shrinkage=0.00196078


Tree=4949
num_leaves=7
num_cat=0
split_feature=50 160 43 151 16 2
split_gain=1.57003e-05 3.01203e-05 3.2394e-05 5.8003e-05 5.59922e-05 0.000122908
threshold=0.088425000000000017 -0.027994999999999996 -0.14968999999999996 -0.0083949999999999979 0.15891500000000003 0.089885000000000007
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=0.013490959322747229 -0.011608756619382788 0.011389815806973647 -0.025528149488248709 -0.019146994728619346 -0.018316461560673864 0.023017979211750542
leaf_weight=0.0016472276837988858 0.0010490452652031886 0.0014968697915167337 0.0011151875561042895 0.0010950164768985049 0.001174863679120773 0.0018751704903374922
leaf_count=629 560 195 285 663 339 450
internal_value=0 0.00136597 -0.00158982 -0.00528335 0.000163331 0.00747305
internal_weight=0 0.00840434 0.00675711 0.00526024 0.00414505 0.00297019
internal_count=3121 2561 1932 1737 1452 1113
is_linear=0
shrinkage=0.1


Tree=4950
num_leaves=7
num_cat=0
split_feature=13 43 0 3 3 2
split_gain=1.53464e-05 3.58702e-05 4.80918e-05 3.51243e-05 5.49688e-05 5.70064e-05
threshold=0.18141000000000002 -0.04890499999999999 -0.077999999999999986 -0.11255999999999998 0.090900000000000009 0.10613000000000002
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=-0.0042491492430287029 -0.010499108672735555 0.014027785031357929 0.024387230319044519 -0.020609660568855954 0.02045727478931144 -0.0082279387239390638
leaf_weight=0.001044437634013078 0.0012265826558628548 0.001028379834227865 0.0013374218422654439 0.0017263901268986664 0.0010598736456418744 0.0020003588025361077
leaf_count=855 162 201 449 1098 145 211
internal_value=0 0.0014941 0.0118303 -0.00273966 -0.00634205 0.00170683
internal_weight=0 0.00819686 0.00238186 0.005815 0.00478662 0.00306023
internal_count=3121 2959 1304 1655 1454 356
is_linear=0
shrinkage=0.1


Tree=4951
num_leaves=8
num_cat=0
split_feature=11 48 0 15 42 12 1
split_gain=1.55986e-05 2.92663e-05 9.60285e-05 5.8738e-05 5.35903e-05 6.0598e-05 1.05149e-05
threshold=1.0000000180025095e-35 0.016865000000000002 -0.20211999999999997 -0.016799999999999995 0.084050000000000014 0.084100000000000022 0.11249000000000002
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=-0.023448070823170037 -0.011488641217420284 -0.0086404641818167791 0.030810170927660536 0.026733952479205549 -0.01313730889221381 -0.0033962954264807714 -0.0090565783367766491
leaf_weight=0.0010086348105184083 0.0010595821403186186 0.0012701099425408979 0.0011999230932838402 0.0014224578453102487 0.001159461858572638 0.0012576818537069737 0.0010221839808244495
leaf_count=610 244 81 476 259 662 526 263
internal_value=0 0.00139222 0.0105244 -0.00245021 0.00482452 0.012595 -0.0162043
internal_weight=0 0.00834045 0.00247003 0.00587042 0.0038396 0.00268014 0.00203082
internal_count=3121 2877 557 2320 1447 785 873
is_linear=0
shrinkage=0.1


Tree=4952
num_leaves=8
num_cat=0
split_feature=1 4 3 151 1 1 16
split_gain=1.53551e-05 4.82572e-05 3.22091e-05 4.1367e-05 7.10541e-05 7.84239e-05 2.67983e-05
threshold=0.077565000000000009 -0.083854999999999985 0.097915000000000016 -0.016164999999999995 0.10937500000000001 0.090840000000000018 -0.061854999999999993
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=0.0038886261274643889 0.025323151417576607 -0.023417464231273707 0.0029832132788249039 0.009705957606006765 0.022191151553963357 -0.028165710668672867 -0.018962850043514976
leaf_weight=0.0017334996285828955 0.0010090248140906975 0.0010328098343849012 0.0012007162858737302 0.0011452696223153299 0.0011646445456153622 0.0010463492989554678 0.0010369069499093775
leaf_count=353 232 1283 185 316 277 362 113
internal_value=0 -0.00630618 0.00256865 0.00756909 0.00223152 -0.00837519 -0.00718652
internal_weight=0 0.00276631 0.00660291 0.00436529 0.00335626 0.00219162 0.00223762
internal_count=3121 1636 1485 1187 955 678 298
is_linear=0
shrinkage=0.1


Tree=4953
num_leaves=9
num_cat=0
split_feature=159 15 2 0 16 0 0 16
split_gain=4.10566e-05 5.73894e-05 5.76727e-05 8.00354e-05 0.000102304 4.41358e-05 2.70554e-05 2.34475e-05
threshold=0.091005000000000016 -0.11713499999999999 0.10097500000000002 -0.077999999999999986 -0.10850999999999998 -0.07384499999999998 -0.11991499999999998 0.19444000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -4 -6 -5
right_child=-2 2 5 7 6 -7 -8 -9
leaf_value=-0.00031151345313279108 -0.00038576451489951043 0.00052027297229268246 0.00011655844436386506 0.00070010392091597574 4.3602505223027646e-06 -0.00038490305486109058 -0.00043388462087257335 0.0002939284025056261
leaf_weight=0.001582742644568755 0.001008159208127469 0.0010472720735955712 0.0013325977730333847 0.0011257217502203783 0.0010311273268509319 0.0013670415331579629 0.0011408168453245367 0.0010618334433844634
leaf_count=365 382 202 204 360 94 339 1055 120
internal_value=0 3.00034e-05 9.66831e-05 0.000213548 1.68924e-05 -0.000137371 -0.000225829 0.000502947
internal_weight=0 0.00968915 0.00810641 0.00540677 0.00321922 0.00269964 0.00217194 0.00218756
internal_count=3121 2739 2374 1831 1351 543 1149 480
is_linear=0
shrinkage=0.00196078


Tree=4954
num_leaves=7
num_cat=0
split_feature=42 160 151 16 2 2
split_gain=1.59764e-05 4.68705e-05 5.99821e-05 5.87428e-05 6.80698e-05 0.000100837
threshold=-0.025789999999999997 -1.0000000180025095e-35 -0.0083949999999999979 0.16703000000000004 0.086885000000000004 0.11215000000000001
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=-0.0095729605337473208 -0.012183663846672898 -0.014011891435970605 0.00017479096235108543 -0.0072419693004239193 0.048653477997503698 0.0054021414577967207
leaf_weight=0.0014839378119326863 0.0018504003262292644 0.0011986769644072451 0.0013666997460625406 0.0012949054884842915 0.0011666326822290739 0.0010020143308487814
leaf_count=712 837 302 500 287 309 174
internal_value=0 0.00173804 0.00601089 0.0109798 0.0176539 0.0286694
internal_weight=0 0.00787933 0.00602893 0.00483025 0.00353535 0.00216865
internal_count=3121 2409 1572 1270 983 483
is_linear=0
shrinkage=0.1


Tree=4955
num_leaves=8
num_cat=0
split_feature=15 42 49 4 3 4 15
split_gain=3.11966e-05 2.80887e-05 4.58372e-05 6.00049e-05 4.16505e-05 8.70044e-05 0.000128108
threshold=0.091650000000000023 0.092620000000000022 -0.00064499999999999985 0.0052350000000000009 0.10893000000000001 -0.084369999999999987 -0.033689999999999991
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=-0.00050654666806563165 -0.00033699397261104395 -0.00025423660651533939 -0.00012815584500890315 0.0001443343101142193 -8.8151057215393424e-05 7.3692462566987371e-05 0.00091545417472090301
leaf_weight=0.0010790930084563252 0.0010068033742844018 0.0012023703541660128 0.0014542893213311836 0.0010993223272951461 0.0019037565288675552 0.0015023991077803423 0.0012936606751244191
leaf_count=385 497 407 456 147 172 651 406
internal_value=0 2.59239e-05 6.63506e-05 -0.000178084 0.000152875 0.000260832 0.000463153
internal_weight=0 0.00953489 0.00833252 0.00217842 0.00615411 0.00425035 0.00279606
internal_count=3121 2624 2217 532 1685 1513 1057
is_linear=0
shrinkage=0.00196078


Tree=4956
num_leaves=8
num_cat=0
split_feature=3 3 39 42 15 0 15
split_gain=1.58468e-05 3.39758e-05 5.69085e-05 4.51408e-05 4.88972e-05 7.22104e-05 5.50788e-05
threshold=0.13524500000000003 0.10893000000000001 0.0046100000000000004 0.091735000000000025 -0.095244999999999982 -0.084269999999999984 1.0000000180025095e-35
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=0.01547336396472743 0.0098609781161716949 -0.018856035757724182 0.021996430696939556 -0.022399738481774532 -0.024905732773705152 -0.010506097024982699 0.022097098851217703
leaf_weight=0.0015590241013021216 0.0013759583135613271 0.001014542087980963 0.0010658536845355795 0.0010063276641282459 0.001256188478672485 0.0010569815838260804 0.0010164527204937779
leaf_count=314 192 72 333 528 756 433 493
internal_value=0 -0.00175964 0.000732163 -0.00311257 0.000857693 -0.00598578 0.00547686
internal_weight=0 0.00797537 0.00696083 0.00589497 0.00488865 0.00332962 0.00207343
internal_count=3121 2929 2857 2524 1996 1682 926
is_linear=0
shrinkage=0.1


Tree=4957
num_leaves=8
num_cat=0
split_feature=15 14 15 16 2 133 0
split_gain=2.81156e-05 2.89889e-05 4.68429e-05 4.55061e-05 7.5044e-05 9.27958e-05 9.0168e-05
threshold=0.091650000000000023 -1.0000000180025095e-35 -0.10653 -0.088394999999999987 0.10644500000000001 1.0000000180025095e-35 -0.059114999999999994
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=-0.00028685604261267196 -0.00031872805275201538 0.00038727341386111036 -0.00025440250018714635 -0.00023370125788290853 0.00052991024435929525 -0.00053785990714370891 0.00047406518739750406
leaf_weight=0.0010097673280166268 0.0010001853127548548 0.0014356755641969149 0.0019663520726977638 0.0012759414327578782 0.0011799491976026196 0.0010328127414470541 0.0015122535991875866
leaf_count=159 497 388 512 580 268 551 166
internal_value=0 2.70455e-05 6.47663e-05 -1.68912e-06 9.76766e-05 -3.57997e-05 0.000150175
internal_weight=0 0.00941275 0.00840298 0.00696731 0.00500096 0.00382101 0.0027882
internal_count=3121 2624 2465 2077 1565 1297 746
is_linear=0
shrinkage=0.00196078


Tree=4958
num_leaves=8
num_cat=0
split_feature=42 156 43 3 2 1 1
split_gain=3.89139e-05 5.48024e-05 4.7488e-05 8.09313e-05 4.32761e-05 5.53582e-05 4.57575e-05
threshold=-0.025789999999999997 0.085790000000000019 -0.084004999999999982 -0.078934999999999991 0.085855000000000015 0.10937500000000001 0.086720000000000005
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=-0.00027554691511028176 0.00040506490785477715 -0.0003770147610041217 -0.00039953316619068181 0.00044063855514522632 0.00011953022761425115 0.00035604205272127693 -0.00042363560069519097
leaf_weight=0.0017052327859709724 0.0015954268953951101 0.0010353680290683823 0.0013497446807649496 0.0013554894001945915 0.0012173042106912984 0.0013026232411537785 0.0011688356433554037
leaf_count=712 384 378 755 292 293 183 124
internal_value=0 4.74303e-05 0.000102435 2.69231e-05 0.000141035 3.09407e-05 -0.000146536
internal_weight=0 0.00902479 0.00798942 0.006394 0.00504425 0.00368876 0.00238614
internal_count=3121 2409 2031 1647 892 600 417
is_linear=0
shrinkage=0.00196078


Tree=4959
num_leaves=7
num_cat=0
split_feature=42 160 151 1 4 48
split_gain=1.65983e-05 3.80504e-05 4.85688e-05 5.69986e-05 0.000107671 3.87226e-05
threshold=-0.025789999999999997 -1.0000000180025095e-35 -0.0083949999999999979 0.094825000000000007 -0.077679999999999985 0.084670000000000009
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=-0.0097407482445215129 -0.010744826161092229 -0.012379636967166518 0.017170987522276065 0.033538104489616125 -0.024308791104522599 0.0071127924034222042
leaf_weight=0.0014873591266781052 0.00185507684960256 0.0011986552888830007 0.001508953275889345 0.0012444934546809964 0.0010692012427096608 0.001000209304145359
leaf_count=712 837 302 413 317 417 123
internal_value=0 0.00177743 0.00563522 0.0101126 -3.13293e-05 0.0217633
internal_weight=0 0.00787659 0.00602151 0.00482286 0.00257815 0.0022447
internal_count=3121 2409 1572 1270 830 440
is_linear=0
shrinkage=0.1


Tree=4960
num_leaves=7
num_cat=0
split_feature=484 160 42 49 52 4
split_gain=1.86436e-05 2.61783e-05 5.12877e-05 4.93289e-05 8.28247e-05 9.88345e-05
threshold=0.084040000000000017 -1.0000000180025095e-35 -0.025789999999999997 -0.047584999999999995 0.077655000000000016 0.076415000000000025
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=-0.015523834342350516 0.012457124153199904 -0.018076053847758924 0.019331468701422834 -0.032108873080607551 0.018051781202371119 0.005673661468243163
leaf_weight=0.0011670536486158211 0.0010575947430161723 0.0012145955633785606 0.0016230767384158157 0.0012537477543527456 0.0014725468006971292 0.0015462053826214659
leaf_count=632 368 572 257 642 396 254
internal_value=0 -0.00164276 0.000635663 0.00449062 -0.00114726 -0.0112444
internal_weight=0 0.00827723 0.00711017 0.00589558 0.0042725 0.00279995
internal_count=3121 2753 2121 1549 1292 896
is_linear=0
shrinkage=0.1


Tree=4961
num_leaves=9
num_cat=0
split_feature=15 131 52 484 4 47 42 2
split_gain=3.18473e-05 3.89237e-05 6.05394e-05 6.17389e-05 9.2962e-05 9.72226e-05 8.24367e-05 5.83798e-05
threshold=-0.24436499999999997 0.088610000000000008 0.10744000000000002 0.073690000000000019 -0.27825499999999997 0.092710000000000015 0.086135000000000003 0.10005000000000001
decision_type=2 2 2 2 2 2 2 2
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right_child=1 -3 -4 -5 5 -7 -8 -9
leaf_value=0.00032716815260334925 -0.00067332324258932989 -0.00040517854908209388 0.00038235728257723006 0.00036537635028073253 -0.00026371585193400238 -0.00050893642676346287 0.00060018006807050156 0.00029616267778292949
leaf_weight=0.0010033833711487793 0.0010530645204477407 0.0010049370801545133 0.0013610358387343606 0.0010824836469891484 0.0018592415836027954 0.0012681290970598157 0.0010047556875886253 0.001164517047467043
leaf_count=253 174 396 397 248 733 153 552 215
internal_value=0 -3.96098e-05 2.16932e-06 -6.74534e-05 -0.000141241 -3.54541e-05 0.000113593 -4.80941e-05
internal_weight=0 0.00979816 0.00879323 0.00743219 0.00634971 0.00529664 0.00402851 0.00302376
internal_count=3121 2868 2472 2075 1827 1653 1500 948
is_linear=0
shrinkage=0.00196078


Tree=4962
num_leaves=7
num_cat=0
split_feature=1 43 15 3 47 1
split_gain=1.78543e-05 3.88623e-05 2.92962e-05 5.13815e-05 4.74681e-05 4.80772e-05
threshold=0.077565000000000009 0.08845500000000002 1.0000000180025095e-35 -0.10519499999999998 0.087235000000000021 0.09697500000000002
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=-0.016170204889352467 0.025962744842944793 0.0082832312870414395 -0.010387405660454473 -0.0043502523870257897 -0.010318600434945329 0.024872376654605934
leaf_weight=0.0016980398599252184 0.0010483081454226916 0.0010528795926660977 0.0013439185921656528 0.0010686587623167107 0.0019279141968010045 0.0011897968146053631
leaf_count=1439 214 197 433 187 271 380
internal_value=0 -0.00681096 0.00278295 0.00616422 0.00120648 0.0110448
internal_weight=0 0.00275092 0.0065786 0.00523468 0.00418637 0.00225846
internal_count=3121 1636 1485 1052 838 567
is_linear=0
shrinkage=0.1


Tree=4963
num_leaves=9
num_cat=0
split_feature=48 16 15 47 2 4 0 0
split_gain=3.70036e-05 6.36437e-05 6.93934e-05 6.47158e-05 8.7588e-05 0.000117501 6.82426e-05 8.79598e-05
threshold=0.11951500000000001 -0.5048999999999999 -0.14147499999999996 0.085270000000000026 0.11093500000000002 -0.35136499999999998 -0.077999999999999986 -0.11991499999999998
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=0.00049264823962544854 -0.00035986053849526952 -0.00049161086349663397 -0.00075142200919858641 0.00040526298642593739 0.00043072265576058377 0.00013019924055012954 0.00038750435402516747 -0.00062044150575426378
leaf_weight=0.0010469283176841185 0.0010001975478887678 0.0010498689354235518 0.0010322730315975898 0.0015363001927882255 0.0011779812843275162 0.001418741570171591 0.0011725755110220176 0.0010402310154967516
leaf_count=192 114 334 160 205 287 175 415 1239
internal_value=0 3.66918e-05 -1.99474e-05 4.71681e-05 -4.70051e-05 -0.000167669 -1.73626e-06 -0.000187348
internal_weight=0 0.0094749 0.00842797 0.0073781 0.0058418 0.00466382 0.00363155 0.00245897
internal_count=3121 3007 2815 2481 2276 1989 1829 1414
is_linear=0
shrinkage=0.00196078


Tree=4964
num_leaves=8
num_cat=0
split_feature=11 48 0 42 4 1 16
split_gain=4.2178e-05 5.83084e-05 0.000121983 6.61632e-05 8.52185e-05 8.92204e-05 6.31608e-05
threshold=0.079915000000000014 0.016865000000000002 -0.20211999999999997 0.086325000000000013 -0.076779999999999987 0.111945 0.064860000000000015
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=0.00067965375738430177 -0.00038563116068438333 -0.00013880720081062167 0.0006452242545349759 -0.000376546643197643 -0.00044676743492586489 0.00025879158908987976 1.720073456919871e-05
leaf_weight=0.0010792510042706852 0.0010230045115542765 0.0015055324915133617 0.0015467862477133642 0.0019183971322463758 0.0017630328201672847 0.0011311610777048112 0.0011355660803216011
leaf_count=477 199 82 490 952 654 175 92
internal_value=0 3.22229e-05 0.000258507 -6.60624e-05 5.05223e-05 -0.000171008 0.000340005
internal_weight=0 0.0100797 0.00305232 0.00702741 0.00510901 0.00289419 0.00221482
internal_count=3121 2922 572 2350 1398 829 569
is_linear=0
shrinkage=0.00196078


Tree=4965
num_leaves=10
num_cat=0
split_feature=11 160 48 0 3 42 0 3 2
split_gain=5.33922e-05 7.22979e-05 7.48084e-05 0.00014281 4.99927e-05 7.66391e-05 6.6035e-05 6.36852e-05 3.1793e-05
threshold=0.080455000000000013 0.092865000000000017 0.016865000000000002 -0.20211999999999997 0.088060000000000013 0.084050000000000014 -0.077809999999999976 -0.078934999999999991 0.11018500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 -1 -7 -6
right_child=-2 -3 3 -5 8 7 -8 -9 -10
leaf_value=2.1559864046052322e-05 -0.00043717707850515557 -0.00044727385561080203 -0.00015054954418086149 0.00079865987237725936 -0.00048150418811924116 -0.00049806321660738522 0.00065486806034358741 0.00016790904260307129 -7.2509154534369415e-06
leaf_weight=0.0012874280422760273 0.0010006596445901817 0.0010650193639268673 0.0010817569728712728 0.0013955520290958668 0.0011558262532426929 0.0011099467161733794 0.0012452720297152265 0.0010983524358696927 0.0010257814223217226
leaf_count=635 189 275 60 451 114 604 246 448 99
internal_value=0 3.69071e-05 9.17653e-05 0.000384172 -1.28749e-05 0.000100157 0.000332943 -0.000166825 -0.000258513
internal_weight=0 0.0104649 0.00939992 0.00247731 0.00692261 0.004741 0.0025327 0.0022083 0.00218161
internal_count=3121 2932 2657 511 2146 1933 881 1052 213
is_linear=0
shrinkage=0.00196078


Tree=4966
num_leaves=9
num_cat=0
split_feature=48 16 15 15 2 0 4 1
split_gain=3.54409e-05 0.00010856 6.1877e-05 7.62043e-05 8.31979e-05 5.89784e-05 6.18084e-05 6.87331e-05
threshold=0.11951500000000001 -0.5048999999999999 -0.14147499999999996 -0.095244999999999982 0.11093500000000002 -0.084269999999999984 -0.35136499999999998 0.090475000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -7 -8
right_child=-2 2 3 4 -6 6 7 -9
leaf_value=0.0006166156866019097 -0.00035319841402311846 -0.00048582046617787802 0.00045306143302555676 -0.00052354081511304083 0.00040986232279435726 -0.00040286336470773043 0.00042912023225979767 -0.00023834828485467765
leaf_weight=0.0010782051652803949 0.0010247453366140661 0.0010651717176114149 0.0012886380770173178 0.0013851971215274616 0.0011290758694402119 0.0012460401106935749 0.0013467151193641412 0.0010600308611781243
leaf_count=192 114 334 176 816 272 182 722 313
internal_value=0 3.04205e-05 -4.37548e-05 1.94017e-05 -7.12137e-05 -0.000179029 -4.83844e-05 0.000135139
internal_weight=0 0.00959907 0.00852087 0.0074557 0.00616706 0.00503798 0.00365279 0.00240675
internal_count=3121 3007 2815 2481 2305 2033 1217 1035
is_linear=0
shrinkage=0.00196078


Tree=4967
num_leaves=9
num_cat=0
split_feature=48 16 15 15 16 2 2 52
split_gain=4.11501e-05 7.97149e-05 6.07539e-05 9.51716e-05 7.07551e-05 8.15564e-05 4.98321e-05 5.08617e-05
threshold=0.11951500000000001 -0.5048999999999999 -0.14147499999999996 -0.095244999999999982 -0.092484999999999984 0.10644500000000001 0.090050000000000005 -0.0064899999999999992
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=0.00053610541505164414 -0.00037639051101056372 -0.00046571776367560386 0.0005099867116367011 -0.00053127984391366471 -0.00018852897520940393 0.00050337251801039356 -0.00038244920463910339 0.00036698034860695167
leaf_weight=0.0010801079916406544 0.0010402745374938722 0.0010721901178526363 0.0013260312716043337 0.0010551947557215424 0.0013829070744598095 0.0010861371021471311 0.0015197734438185434 0.0011696228839278809
leaf_count=192 114 334 176 283 484 322 467 749
internal_value=0 3.39843e-05 -2.89923e-05 3.3113e-05 -6.86551e-05 2.5978e-05 -0.000101349 6.60171e-05
internal_weight=0 0.00969196 0.00861186 0.00753967 0.00621364 0.00515844 0.0040723 0.00255253
internal_count=3121 3007 2815 2481 2305 2022 1700 1233
is_linear=0
shrinkage=0.00196078


Tree=4968
num_leaves=7
num_cat=0
split_feature=11 13 16 16 1 15
split_gain=1.92165e-05 2.33338e-05 4.08422e-05 5.28375e-05 4.08365e-05 2.39096e-05
threshold=0.078065000000000009 -0.084034999999999985 -0.079109999999999986 0.064860000000000015 0.08844500000000001 -0.094549999999999981
decision_type=2 2 2 2 2 2
left_child=1 4 5 -4 -1 -3
right_child=-2 2 3 -5 -6 -7
leaf_value=-0.0012310496133233076 -0.013130834126937649 -0.0026305996960399943 0.016392352792416399 -0.0074224266192929088 0.024752420365146032 -0.023400729678970937
leaf_weight=0.001446627454870945 0.0010050303513040445 0.0011498812486721215 0.0018644884928490631 0.0018620793457484769 0.0010394841731502119 0.0010699416791845539
leaf_count=584 211 224 842 424 275 561
internal_value=0 0.00149763 -0.00190369 0.00449266 0.00963307 -0.0126417
internal_weight=0 0.0084325 0.00594639 0.00372657 0.00248611 0.00221982
internal_count=3121 2910 2051 1266 859 785
is_linear=0
shrinkage=0.1


Tree=4969
num_leaves=9
num_cat=0
split_feature=11 3 3 2 1 3 13 4
split_gain=4.54106e-05 6.97921e-05 6.93271e-05 6.04253e-05 5.74759e-05 5.4784e-05 4.08387e-05 3.86149e-05
threshold=0.079915000000000014 -0.12018999999999998 -0.078934999999999991 0.083215000000000011 0.10293500000000001 0.12745000000000004 -0.090639999999999984 0.055260000000000011
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=0.00046201464700689008 -0.00039760178819685021 -0.00039740029895145589 0.00058923830043299528 1.8523704910374069e-05 0.00044922380387415795 -0.00016572983906972937 -0.00047999962655256108 5.7566036185481048e-05
leaf_weight=0.0012919186074044171 0.0010186081813772533 0.001582260523794018 0.0010969790039260905 0.0011161822273732629 0.0012088185296664834 0.0010328574821037717 0.0014557366981188704 0.0010076238634421628
leaf_count=158 199 1392 261 91 193 143 547 137
internal_value=0 3.74025e-05 -2.7131e-05 5.75532e-05 -6.36162e-05 0.000165882 -0.000263646 0.000334689
internal_weight=0 0.00979238 0.00850046 0.0069182 0.00481359 0.00224168 0.00257192 0.0021046
internal_count=3121 2922 2764 1372 974 336 638 398
is_linear=0
shrinkage=0.00196078


Tree=4970
num_leaves=8
num_cat=0
split_feature=133 50 3 3 49 15 3
split_gain=4.16818e-05 4.69176e-05 7.76436e-05 4.23871e-05 5.48063e-05 6.5221e-05 8.07134e-05
threshold=0.099660000000000012 0.079410000000000008 -0.12018999999999998 -0.075944999999999985 -0.006494999999999999 -0.016799999999999995 0.092670000000000016
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=0.00044386420268967784 -0.00039000144628411238 -0.00033834791845741187 -0.00033657668578961005 -0.00020433417805414377 0.00036060054717859772 0.00053272293596748886 -0.00041472275210291019
leaf_weight=0.0017803914708984982 0.0010078233721597307 0.0011739541639168615 0.0012874746255574941 0.0019444664823687553 0.0010662779790497484 0.0014053574699651413 0.0010007048417091553
leaf_count=272 483 490 1016 270 265 216 109
internal_value=0 2.90459e-05 7.98792e-05 -1.67808e-05 5.92287e-05 0.000206821 -1.47629e-05
internal_weight=0 0.00965863 0.00848467 0.00670428 0.00541681 0.00347234 0.00206698
internal_count=3121 2638 2148 1876 860 590 374
is_linear=0
shrinkage=0.00196078


Tree=4971
num_leaves=9
num_cat=0
split_feature=133 0 0 133 42 16 49 0
split_gain=3.50511e-05 5.75708e-05 3.66823e-05 6.9123e-05 0.000127978 6.27219e-05 0.00011121 0.000107457
threshold=0.099660000000000012 -1.0000000180025095e-35 -0.053834999999999994 -1.0000000180025095e-35 0.088060000000000013 -0.36241499999999999 -0.0060549999999999988 -0.10607499999999999
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=-0.00046184637995181862 -0.00035157558036543526 0.00035319987961591971 -0.00037889415995844076 -0.00048043765249549265 0.0006236791230915513 -0.00032501819771156527 0.00080336106160866657 -9.4792998815529427e-05
leaf_weight=0.0010160719450694015 0.0010229577034779986 0.0017423594124521226 0.0010642966243905498 0.0010637494857051741 0.0013477122170877185 0.0016110165864266649 0.0010457001817175708 0.0010037449520409782
leaf_count=821 483 292 174 151 384 278 116 422
internal_value=0 2.96795e-05 -3.94654e-05 1.15015e-05 9.07113e-05 -6.13326e-05 6.04615e-05 0.000363477
internal_weight=0 0.00989465 0.00815229 0.007088 0.00607192 0.00472421 0.00366046 0.00204945
internal_count=3121 2638 2346 2172 1351 967 816 538
is_linear=0
shrinkage=0.00196078


Tree=4972
num_leaves=8
num_cat=0
split_feature=48 11 13 1 3 16 16
split_gain=4.52323e-05 5.65514e-05 5.39418e-05 0.00010596 7.72386e-05 8.58894e-05 7.81534e-05
threshold=-0.024949999999999996 1.0000000180025095e-35 -0.084034999999999985 0.08844500000000001 0.10893000000000001 -0.079109999999999986 0.064860000000000015
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
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leaf_weight=0.0010040940896488488 0.0016213216780241897 0.0011016483676721785 0.0017933163592722496 0.0011130243065510146 0.0013722804148189605 0.0013783956448691005 0.0017247178222933187
leaf_count=186 549 230 700 247 78 751 380
internal_value=0 -4.67826e-05 4.52906e-06 0.000234334 -9.57096e-05 1.95135e-05 0.000216933
internal_weight=0 0.0101047 0.00900306 0.00273435 0.00626871 0.00489643 0.00310311
internal_count=3121 2935 2705 796 1909 1831 1131
is_linear=0
shrinkage=0.00196078


Tree=4973
num_leaves=9
num_cat=0
split_feature=47 52 12 52 4 2 1 3
split_gain=8.43125e-05 0.000109054 9.34693e-05 8.85822e-05 0.000110408 8.02753e-05 9.01557e-05 5.2217e-05
threshold=0.13148500000000005 0.11434500000000002 0.097825000000000009 0.070205000000000017 -0.033174999999999989 0.073895000000000002 0.11181500000000001 0.090900000000000009
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=-0.00045316710006265833 -0.00054429259971876633 -0.00049901819160932373 0.00049837767427329794 0.0005293901636689429 -0.00037568112969259363 0.0001994623095949904 -0.00022797850320324033 0.00078038196227115612
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internal_value=0 4.88001e-05 0.000119288 2.07502e-05 -6.69414e-05 0.000101814 0.000244424 0.000454663
internal_weight=0 0.010858 0.00962021 0.0076355 0.00651269 0.00453234 0.00349001 0.00241516
internal_count=3121 3056 2580 2186 1699 1067 825 663
is_linear=0
shrinkage=0.00196078


Tree=4974
num_leaves=9
num_cat=0
split_feature=48 16 15 15 2 0 4 1
split_gain=3.76348e-05 0.000114166 6.60257e-05 8.06444e-05 8.13321e-05 5.1953e-05 5.41942e-05 7.46187e-05
threshold=0.11951500000000001 -0.5048999999999999 -0.14147499999999996 -0.095244999999999982 0.11093500000000002 -0.084269999999999984 -0.35136499999999998 0.090475000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -7 -8
right_child=-2 2 3 4 -6 6 7 -9
leaf_value=0.00063193431550005773 -0.00036693998204635612 -0.00049700906384139341 0.00046575047994806341 -0.00050333513655060876 0.0003995905580345029 -0.00038871973902837977 0.0004246096099526807 -0.00027392662347815964
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leaf_count=192 114 334 176 816 272 182 722 313
internal_value=0 3.19284e-05 -4.41669e-05 2.15382e-05 -7.21443e-05 -0.000179876 -5.65933e-05 0.000116388
internal_weight=0 0.00961353 0.00853152 0.0074505 0.00615288 0.00500896 0.00362669 0.00238468
internal_count=3121 3007 2815 2481 2305 2033 1217 1035
is_linear=0
shrinkage=0.00196078


Tree=4975
num_leaves=7
num_cat=0
split_feature=50 160 2 3 52 1
split_gain=1.71676e-05 3.22633e-05 3.74638e-05 6.50699e-05 5.10041e-05 4.36287e-05
threshold=0.088425000000000017 -0.027994999999999996 0.11982500000000001 0.10542000000000001 -1.0000000180025095e-35 0.089770000000000016
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=0.013788795040396052 -0.012070106843642264 -0.018955625833231876 -0.019422956158935606 0.020456486496095477 -0.0079789069411864023 0.016732640477302229
leaf_weight=0.0016896902488646127 0.0010613527502994083 0.0015670334463873453 0.0010099873470376455 0.0013744010655070311 0.0015418173122834929 0.0013313973685726952
leaf_count=629 560 633 214 113 807 165
internal_value=0 0.00141749 -0.00164549 0.00144241 -0.00444307 0.00347199
internal_weight=0 0.00851433 0.00682464 0.00581465 0.00444025 0.00287321
internal_count=3121 2561 1932 1718 1605 972
is_linear=0
shrinkage=0.1


Tree=4976
num_leaves=7
num_cat=0
split_feature=156 15 2 2 0 0
split_gain=1.82018e-05 4.31858e-05 3.49915e-05 6.2264e-05 5.735e-05 7.01381e-05
threshold=0.085790000000000019 -0.11713499999999999 0.091185000000000002 0.10981000000000002 -0.10607499999999999 -0.077999999999999986
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=-0.014214834845423859 -0.012814404939562705 0.030433591227438023 -0.014122519589968777 0.012245451813414243 -0.015760769733587525 0.018914938369484213
leaf_weight=0.0014632837765166254 0.0010029652974513541 0.0011214309523572049 0.0019851368066257334 0.0016315766072471012 0.0010813619971379881 0.0012664966815311293
leaf_count=421 428 116 557 337 947 315
internal_value=0 0.00142535 0.0046551 -0.00222736 0.01183 0.00294422
internal_weight=0 0.00854929 0.007086 0.00361671 0.00346929 0.00234786
internal_count=3121 2693 2272 894 1378 1262
is_linear=0
shrinkage=0.1


Tree=4977
num_leaves=9
num_cat=0
split_feature=48 16 16 133 52 13 2 48
split_gain=4.40615e-05 9.60768e-05 4.70995e-05 9.51916e-05 0.000146457 8.20883e-05 7.02084e-05 2.15666e-05
threshold=0.11951500000000001 -0.5048999999999999 0.013515000000000001 1.0000000180025095e-35 -0.07167999999999998 0.0076650000000000008 0.084055000000000005 0.084485000000000018
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 6 -3 -8
right_child=-2 2 3 -5 -6 -7 7 -9
leaf_value=0.0005704775168853557 -0.00039137198470382922 0.00025060994287657038 -7.5754721445299748e-05 -0.00038282271958830588 0.00083231788571773218 -0.00064036855516414728 -7.7406906424972417e-05 -0.00047447132856924139
leaf_weight=0.0011229079509812506 0.0010538343452835648 0.0018198411802434577 0.0015910311772878564 0.0010331632724202133 0.0011962905370480376 0.0010867574941301594 0.001054954024713315 0.0010487424500557302
leaf_count=192 114 606 309 260 159 287 947 247
internal_value=0 3.02528e-05 -3.84413e-05 0.000125546 0.000313981 -0.000163486 -3.13973e-05 -0.000275353
internal_weight=0 0.00995369 0.00883078 0.00382048 0.00278732 0.0050103 0.00392354 0.0021037
internal_count=3121 3007 2815 728 468 2087 1800 1194
is_linear=0
shrinkage=0.00196078


Tree=4978
num_leaves=9
num_cat=0
split_feature=48 16 15 2 47 4 0 0
split_gain=3.20711e-05 0.000104996 6.28348e-05 7.42264e-05 8.9432e-05 0.000107694 6.51846e-05 0.000114415
threshold=0.11951500000000001 -0.5048999999999999 -0.14147499999999996 0.11093500000000002 0.085270000000000026 -0.35136499999999998 -0.077999999999999986 -0.11242999999999999
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=0.00059354322594332371 -0.00033406549992716724 -0.00048048693929899142 -0.00074339921054637304 0.00045908820676898889 0.00034020472333053337 0.00011887498458916028 0.00033336254178340289 -0.00072769257974034649
leaf_weight=0.0011115307193845002 0.001053461783307238 0.0011174047100910448 0.0010838111588989501 0.0012274141030813495 0.001566022684614427 0.0015367597854787608 0.0012081525249687357 0.0010219743985152979
leaf_count=192 114 334 160 292 200 185 415 1229
internal_value=0 2.58431e-05 -4.61781e-05 1.73083e-05 -6.7197e-05 -0.000198724 -4.20103e-05 -0.000219249
internal_weight=0 0.00987307 0.00876154 0.00764413 0.00641672 0.0048507 0.00376689 0.00255873
internal_count=3121 3007 2815 2481 2189 1989 1829 1414
is_linear=0
shrinkage=0.00196078


Tree=4979
num_leaves=9
num_cat=0
split_feature=15 484 160 52 4 2 4 4
split_gain=3.15132e-05 3.20351e-05 4.50861e-05 5.36835e-05 6.80627e-05 0.000118037 9.83341e-05 7.86516e-05
threshold=0.091650000000000023 0.084040000000000017 -1.0000000180025095e-35 0.10347000000000002 0.27834500000000006 0.10444500000000002 -0.083854999999999985 0.0061450000000000003
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=-0.00035695439053080126 -0.00033100143571818786 0.0003348346792167898 0.00055693275445364951 0.00043220543615979986 0.00042962447029129932 -0.00070187169953548885 -0.00056652205035127693 9.5974968859745998e-05
leaf_weight=0.0012292049444243419 0.0010132742898806965 0.001182404037979176 0.0010297840285856587 0.0011782975527803597 0.0010489789556297705 0.0010572447299914654 0.0010859222314916366 0.0018847681475059083
leaf_count=520 497 336 324 113 224 281 637 189
internal_value=0 3.24067e-05 -9.59274e-06 4.9018e-05 -2.49187e-05 -0.000119192 3.47989e-05 -0.000146198
internal_weight=0 0.0096966 0.0085142 0.007285 0.0061067 0.00505772 0.00400047 0.00297069
internal_count=3121 2624 2288 1768 1655 1431 1150 826
is_linear=0
shrinkage=0.00196078


Tree=4980
num_leaves=7
num_cat=0
split_feature=475 42 43 4 0 48
split_gain=1.59619e-05 3.54797e-05 4.11184e-05 4.63792e-05 4.7608e-05 7.94337e-05
threshold=-1.0000000180025095e-35 -0.025789999999999997 -0.074359999999999996 0.24564500000000003 -0.084144999999999984 0.085130000000000025
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=-0.011980815951938555 -0.013238884847324349 0.016599378858699068 0.020007665727286489 0.015873086565978349 -0.01883348889843886 -0.01748458941985994
leaf_weight=0.0010081019771584062 0.0014007122517685358 0.0019395923089561163 0.0012802237829704429 0.0013080950407794714 0.0016461724377485804 0.0010116342390809512
leaf_count=501 661 675 392 226 541 125
internal_value=0 0.00132055 0.00415862 -0.00044097 -0.00586001 0.00345845
internal_weight=0 0.00858643 0.00718572 0.00524613 0.00393803 0.00229186
internal_count=3121 2620 1959 1284 1058 517
is_linear=0
shrinkage=0.1


Tree=4981
num_leaves=8
num_cat=0
split_feature=11 3 3 13 1 3 52
split_gain=4.03561e-05 5.16655e-05 6.58572e-05 5.85786e-05 7.28629e-05 0.000145059 3.86967e-05
threshold=0.080455000000000013 -0.12018999999999998 -0.078934999999999991 -0.094514999999999988 0.094385000000000011 0.083060000000000009 -1.0000000180025095e-35
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=0.00037747920975170327 -0.00038201364516093824 -0.0003802272500038178 0.00035610212092915662 -0.00036618321470678931 0.00063553005912947707 -0.00047151564659306846 4.8729903735567956e-05
leaf_weight=0.0014079566602679819 0.0010108884815633106 0.0016499659027605276 0.0018383978636757788 0.0018360314457925636 0.0013005490510288138 0.0010140199447299381 0.0012004274730194053
leaf_count=167 189 1392 228 613 376 74 82
internal_value=0 2.86273e-05 -2.69385e-05 5.41409e-05 -4.96008e-05 0.000115764 -0.000189496
internal_weight=0 0.0102473 0.00883939 0.00718943 0.00535103 0.003515 0.00221445
internal_count=3121 2932 2765 1373 1145 532 156
is_linear=0
shrinkage=0.00196078


Tree=4982
num_leaves=7
num_cat=0
split_feature=42 43 49 15 0 4
split_gain=1.78056e-05 5.58413e-05 4.45883e-05 6.53549e-05 5.22791e-05 4.73118e-05
threshold=0.091735000000000025 0.093175000000000022 -0.00064499999999999985 -0.031204999999999997 -0.10151999999999999 -0.043364999999999994
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=0.0020898991019919749 -0.010870063786307583 0.023611615391158899 0.016459614673370451 -0.031768233838178506 0.0045450598199360476 -0.022153135674569172
leaf_weight=0.001287864016111203 0.0013183255340473423 0.0010151508362959355 0.001990168193455578 0.0010229203995305227 0.0019603942349574487 0.001003526226375325
leaf_count=284 667 223 275 269 871 532
internal_value=0 0.0016426 -0.00142723 -0.0128982 0.00392328 -0.00449443
internal_weight=0 0.00828002 0.00726487 0.00231078 0.00495409 0.00296392
internal_count=3121 2454 2231 553 1678 1403
is_linear=0
shrinkage=0.1


Tree=4983
num_leaves=8
num_cat=0
split_feature=52 160 0 2 13 13 0
split_gain=1.91134e-05 8.13092e-05 6.24785e-05 6.59624e-05 4.36273e-05 6.26219e-05 4.241e-05
threshold=-0.046924999999999988 -1.0000000180025095e-35 -0.15202999999999997 0.088930000000000023 -0.16152999999999998 -0.084034999999999985 -0.077999999999999986
decision_type=2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -3 -6 -7
right_child=1 4 3 -5 5 6 -8
leaf_value=-0.014038718430290817 -0.026757360658763003 -0.015422625367667099 -0.0016712424178655515 0.032874896098230758 0.028215154241206082 -0.011044394924145924 0.012925283728908964
leaf_weight=0.0010411462171664989 0.001195606352969069 0.0011021418709429151 0.001100986865712284 0.0011098884625208826 0.0010362163878141024 0.0016493561514318552 0.0013361053096734533
leaf_count=70 743 98 344 539 303 668 356
internal_value=0 -0.00327542 0.00615958 0.0156714 0.00220392 0.00703448 -0.00031707
internal_weight=0 0.00631943 0.00325202 0.00221088 0.00512382 0.00402168 0.00298546
internal_count=3121 2168 953 883 1425 1327 1024
is_linear=0
shrinkage=0.1


Tree=4984
num_leaves=7
num_cat=0
split_feature=1 42 151 48 12 2
split_gain=1.91687e-05 5.91997e-05 2.75128e-05 6.05818e-05 3.22474e-05 5.84754e-05
threshold=0.12500000000000003 0.091545000000000015 -0.076249999999999984 0.092475000000000016 0.090455000000000021 0.088850000000000012
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=-0.013608964256338103 0.010732665539134994 -0.024427976127898651 -0.022129208480923781 0.026333891783339721 0.00947858018330003 0.0055136308463891023
leaf_weight=0.001052922752261023 0.0014031478130692972 0.0010220282305570452 0.0013904336739291429 0.001004519882778789 0.0019605472965395711 0.0017019837135528824
leaf_count=384 279 601 808 163 516 370
internal_value=0 -0.00192368 0.00131101 0.00390443 -0.000554503 -0.00691533
internal_weight=0 0.00813244 0.00711041 0.00605748 0.00505296 0.00309242
internal_count=3121 2842 2241 1857 1694 1178
is_linear=0
shrinkage=0.1


Tree=4985
num_leaves=7
num_cat=0
split_feature=11 48 0 42 15 12
split_gain=3.63123e-05 4.24707e-05 0.000119493 6.40419e-05 7.96374e-05 7.16278e-05
threshold=0.079915000000000014 0.016865000000000002 -0.20211999999999997 0.086325000000000013 -0.016799999999999995 0.084100000000000022
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=-0.00029986830095345748 -0.0003524686918918222 -0.00016329214407050761 0.0006240980436875718 -0.0003629664540271897 0.00052173169019243835 -4.0995211828341932e-05
leaf_weight=0.0015780628575688088 0.0010183254782409066 0.0014733976832245754 0.0014907214518722119 0.001824452072679875 0.0016839372585062738 0.0017984395215573641
leaf_count=501 199 82 490 952 285 612
internal_value=0 3.64678e-05 0.000232704 -4.80167e-05 6.55328e-05 0.000231117
internal_weight=0 0.00984901 0.00296412 0.00688489 0.00506044 0.00348238
internal_count=3121 2922 572 2350 1398 897
is_linear=0
shrinkage=0.00196078


Tree=4986
num_leaves=9
num_cat=0
split_feature=49 42 3 12 1 0 15 2
split_gain=1.65295e-05 4.82223e-05 4.70338e-05 5.72094e-05 6.2795e-05 3.41844e-05 2.98406e-05 4.38161e-06
threshold=-0.043469999999999995 0.091545000000000015 0.10893000000000001 0.084100000000000022 0.08844500000000001 -0.084044999999999995 -0.040804999999999994 0.113445
decision_type=2 2 2 2 2 2 2 2
left_child=6 2 3 5 -5 -2 -1 -4
right_child=1 -3 7 4 -6 -7 -8 -9
leaf_value=0.019547016418846118 0.006184508256441801 -0.022430317051543937 -0.0069635325679298452 -0.020491882683608017 0.013144491261077407 0.032064981503130738 -0.0036233729707524256 -0.016287942580164329
leaf_weight=0.001067950004592745 0.0010332338187201036 0.0010280120541366336 0.0010020390753296866 0.0011471870473179621 0.0010752131575607459 0.0010085351778290931 0.0011590925756329855 0.001013847123751431
leaf_count=226 306 614 72 1073 317 193 199 121
internal_value=0 -0.00235302 0.000933526 0.00688383 -0.00421836 0.0189682 0.00748769 -0.011653
internal_weight=0 0.00730807 0.00628006 0.00426417 0.0022224 0.00204177 0.00222704 0.00201589
internal_count=3121 2696 2082 1889 1390 499 425 193
is_linear=0
shrinkage=0.1


Tree=4987
num_leaves=9
num_cat=0
split_feature=11 48 0 2 0 4 12 13
split_gain=4.15246e-05 5.09371e-05 0.000140215 6.36016e-05 7.49969e-05 4.98761e-05 0.000103467 0.00010333
threshold=0.079915000000000014 0.016865000000000002 -0.20211999999999997 0.11237500000000002 -0.11756999999999999 0.09173000000000002 0.051320000000000005 -0.084034999999999985
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 -6 -8
right_child=-2 2 -4 -5 5 -7 7 -9
leaf_value=-0.00060339349739553364 -0.00038329689423512262 -0.00018688560327116658 0.00066742490925697495 0.00033192496606325748 0.00032991772680979013 0.0003305627553209262 1.1740928388348155e-05 -0.00084269471324958641
leaf_weight=0.0011297355627937385 0.0010212126600900517 0.0014539007909995516 0.0015013608043030783 0.0012818474247844481 0.0011136575702484024 0.0010729452148395538 0.0011161657117446482 0.0010618400317103358
leaf_count=162 199 82 490 340 129 170 461 1088
internal_value=0 3.23203e-05 0.00024713 -6.13632e-05 -0.000153119 -3.65694e-05 -0.000156239 -0.000404821
internal_weight=0 0.00973145 0.00295526 0.00677619 0.00549434 0.00436461 0.00329166 0.00217801
internal_count=3121 2922 572 2350 2010 1848 1678 1549
is_linear=0
shrinkage=0.00196078


Tree=4988
num_leaves=8
num_cat=0
split_feature=11 48 0 2 2 0 12
split_gain=3.57346e-05 4.3487e-05 0.000116282 6.00572e-05 6.99998e-05 6.23402e-05 4.89216e-05
threshold=0.079915000000000014 0.016865000000000002 -0.20211999999999997 0.11237500000000002 0.084245000000000014 -0.057069999999999989 0.051320000000000005
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=0.0003711217234967809 -0.0003510998063696482 -0.00016027924853128069 0.00060662014366419175 0.00031815568619808997 -0.00074429768770483372 -0.00012221095271584205 -0.00013822877852416997
leaf_weight=0.0011619246897259213 0.0010488386845464289 0.0015132694339581865 0.0015273621981494031 0.0013324103595986877 0.0010762137406402277 0.0014588947893313913 0.0019278768959371285
leaf_count=144 199 82 490 340 1113 103 650
internal_value=0 2.93368e-05 0.000224948 -5.61531e-05 -0.000144818 -0.000386302 5.33133e-05
internal_weight=0 0.00999795 0.00304063 0.00695732 0.00562491 0.00253511 0.0030898
internal_count=3121 2922 572 2350 2010 1216 794
is_linear=0
shrinkage=0.00196078


Tree=4989
num_leaves=7
num_cat=0
split_feature=1 42 457 49 43 2
split_gain=1.68661e-05 4.17362e-05 2.7041e-05 6.43668e-05 2.92917e-05 3.99393e-05
threshold=0.12500000000000003 0.091545000000000015 0.045365000000000009 -1.0000000180025095e-35 -0.084004999999999982 0.099185000000000009
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=-0.024219052464483221 0.010045760570271636 -0.020772314457536335 0.013872190881990416 0.015221877473888626 -0.011904309230331936 0.0099743404018576703
leaf_weight=0.0010673011900002947 0.0014083228718567474 0.0010155951560197694 0.0013106180145210063 0.0013812264191068019 0.0018558942717013295 0.0015158812278062482
leaf_count=312 279 601 254 374 987 314
internal_value=0 -0.00180599 0.000895222 -0.00202694 0.00295637 -0.00206812
internal_weight=0 0.00814652 0.00713092 0.0058203 0.004753 0.00337178
internal_count=3121 2842 2241 1987 1675 1301
is_linear=0
shrinkage=0.1


Tree=4990
num_leaves=7
num_cat=0
split_feature=42 49 0 16 3 2
split_gain=1.61222e-05 3.69065e-05 3.83227e-05 6.64333e-05 7.17096e-05 3.53778e-05
threshold=-1.0000000180025095e-35 -0.047584999999999995 -0.10474999999999998 -0.056919999999999991 -0.10115999999999999 0.10005000000000001
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=-0.0094565772326171624 0.013845348213119181 -0.025180855372902683 0.02395873773814796 0.015014828054563582 -0.020365144751823293 -0.0013778029892825806
leaf_weight=0.0015308350510293148 0.0019167334500149033 0.0010759935174398361 0.0011876339757450889 0.0010080936026851527 0.0013269632697052584 0.0014877584252084393
leaf_count=862 360 164 633 135 795 172
internal_value=0 0.00174435 -0.00206648 0.00470287 -0.00509086 -0.0113678
internal_weight=0 0.00800318 0.00608644 0.00352269 0.00233506 0.00256375
internal_count=3121 2259 1899 1563 930 336
is_linear=0
shrinkage=0.1


Tree=4991
num_leaves=9
num_cat=0
split_feature=48 11 13 1 49 12 2 3
split_gain=5.29612e-05 5.20405e-05 6.73002e-05 0.000101379 5.94847e-05 8.14341e-05 6.54128e-05 3.55551e-05
threshold=-0.015314999999999997 1.0000000180025095e-35 -0.084034999999999985 0.08844500000000001 -0.009244999999999998 0.051320000000000005 0.11215000000000001 0.0068900000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 6 7 -6
right_child=1 -3 4 -5 5 -7 -8 -9
leaf_value=0.00042295064096862329 -5.8395013974844867e-05 -0.00045808067809694874 -0.00044925589087152382 0.00071151441346210906 0.000121462057250958 -0.00036742676189046827 -0.00022664033641908398 0.00063822840456980335
leaf_weight=0.0010053233001322418 0.001606473552352757 0.0010686254364948482 0.0015267695199054554 0.0011131864400811516 0.0010058573589388216 0.0015581206938076217 0.0010033892472328752 0.0010423372964686317
leaf_count=189 548 230 214 247 144 1303 137 109
internal_value=0 -4.93382e-05 -1.72754e-08 0.000256737 -0.00011381 -2.70754e-06 0.000183516 0.000384447
internal_weight=0 0.00992476 0.00885613 0.00271966 0.00613647 0.0046097 0.00305158 0.00204819
internal_count=3121 2932 2702 795 1907 1693 390 253
is_linear=0
shrinkage=0.00196078


Tree=4992
num_leaves=8
num_cat=0
split_feature=16 1 16 52 4 47 48
split_gain=1.70224e-05 6.11258e-05 3.91692e-05 3.23181e-05 2.86544e-05 3.51625e-05 5.02195e-05
threshold=0.38525000000000004 0.077565000000000009 -0.008904999999999998 1.0000000180025095e-35 -0.0047449999999999992 0.092710000000000015 0.084855000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 3 4 -1 -3 6 -6
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=-0.0051021694644825481 0.010223403798516009 -0.015021109750090831 0.018462530561640805 -0.02889727638247927 0.024452462794815 -0.011057111531456741 -0.0052752999230479087
leaf_weight=0.0013029591828128283 0.0013787739930057356 0.001083666089824947 0.0013693891820738564 0.0010157476359919902 0.0012305453502861846 0.0010966372821315509 0.0010558470051400398
leaf_count=657 311 422 356 854 295 137 89
internal_value=0 -0.00179053 0.00366664 -0.015526 -0.000869447 0.00366367 0.0107243
internal_weight=0 0.00815479 0.00583608 0.00231871 0.0044667 0.00338303 0.00228639
internal_count=3121 2810 1299 1511 943 521 384
is_linear=0
shrinkage=0.1


Tree=4993
num_leaves=8
num_cat=0
split_feature=48 11 13 3 16 13 1
split_gain=4.41283e-05 6.41686e-05 5.07119e-05 7.87732e-05 8.49136e-05 7.50139e-05 7.48939e-05
threshold=-0.015314999999999997 1.0000000180025095e-35 -0.084034999999999985 0.10893000000000001 -0.079109999999999986 0.05868000000000001 0.08844500000000001
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=0.00038407291073026844 -3.8000147480132153e-05 -0.00049164069800081958 -0.00030584053921342607 -0.00050081254122965159 -5.4994117468272813e-06 0.00062674213209240257 0.00062545267015889461
leaf_weight=0.0010084492766068058 0.0016002769982329766 0.0011067393845114 0.0018385120367801345 0.0013848486919317837 0.0019730978624388825 0.0011374149281053601 0.0011064659922286734
leaf_count=189 548 230 700 78 985 144 247
internal_value=0 -4.59935e-05 8.56194e-06 -8.74388e-05 2.82325e-05 0.000225691 0.000233207
internal_weight=0 0.0101474 0.00904062 0.00633387 0.00494902 0.00311051 0.00270674
internal_count=3121 2932 2702 1907 1829 1129 795
is_linear=0
shrinkage=0.00196078


Tree=4994
num_leaves=9
num_cat=0
split_feature=52 16 43 0 4 4 2 15
split_gain=3.43051e-05 6.14519e-05 6.52153e-05 5.91887e-05 4.99923e-05 9.92123e-05 5.53134e-05 3.32528e-05
threshold=-0.28430999999999995 0.23311500000000004 -0.092909999999999979 -0.030209999999999997 -0.059649999999999988 -1.0000000180025095e-35 0.089885000000000007 -0.095869999999999983
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=-0.00035332273763527213 -0.00038399768765245024 0.00044832693820753806 -0.000425407795762907 0.00044725202958305105 0.00058526831232939087 -0.00048350965920422606 -0.00015351661136958503 0.00029019643138765178
leaf_weight=0.0010049544720710955 0.0016250310019191722 0.0011716371770606011 0.0010150921570381468 0.0012058305835919566 0.0010507252497194267 0.0010298393387657605 0.0013942563143177517 0.0012154288549927705
leaf_count=344 379 139 840 187 534 251 248 199
internal_value=0 2.72399e-05 -3.05564e-05 5.25486e-05 -3.08724e-05 5.45153e-05 -9.87123e-05 5.31373e-05
internal_weight=0 0.00970784 0.0085362 0.00691117 0.00570534 0.00469025 0.00363952 0.00260969
internal_count=3121 2777 2638 2259 2072 1232 698 447
is_linear=0
shrinkage=0.00196078


Tree=4995
num_leaves=7
num_cat=0
split_feature=11 13 3 42 0 1
split_gain=1.86468e-05 2.49436e-05 3.53453e-05 5.14245e-05 7.20825e-05 3.00167e-05
threshold=1.0000000180025095e-35 -0.084034999999999985 0.097915000000000016 1.0000000180025095e-35 -0.077809999999999976 0.08844500000000001
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=0.00055072592235021775 -0.012401996019426938 -0.0024042868258409992 -0.013124155977126267 -0.013072687349701096 0.030284270886207283 0.022942173827567941
leaf_weight=0.0014156223689983335 0.0010851637772744281 0.0016484166742276383 0.0019236970697428246 0.0013055357704684308 0.0011418845084621172 0.0010374280507826942
leaf_count=563 244 735 164 790 352 273
internal_value=0 0.00152074 -0.00194299 0.00330848 0.010973 0.0100204
internal_weight=0 0.00847258 0.00601953 0.00409584 0.0027903 0.00245305
internal_count=3121 2877 2041 1877 1087 836
is_linear=0
shrinkage=0.1


Tree=4996
num_leaves=9
num_cat=0
split_feature=11 15 12 3 48 12 13 1
split_gain=7.84716e-05 6.98483e-05 6.84681e-05 6.54792e-05 0.000135202 7.1482e-05 0.000216044 8.60106e-05
threshold=0.081365000000000007 0.091650000000000023 0.10097500000000002 0.12178000000000001 0.092475000000000016 0.051320000000000005 -0.084034999999999985 0.094385000000000011
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=-9.469828447876614e-05 -0.00053572120250497185 -0.00042358842107337346 0.00052571007532091225 -0.00033458902168815284 0.00076310264005874818 0.00024936753870087515 -0.00094024783169724478 0.00053083323009187012
leaf_weight=0.0019517151595989492 0.0010014662333473071 0.0011280153420442111 0.0012224847778628178 0.0015522128953712171 0.0010386115544971193 0.0013570186070938971 0.0010342756561018949 0.0014905155715938256
leaf_count=204 178 483 241 187 215 502 824 287
internal_value=0 3.80872e-05 9.20715e-05 2.91448e-05 0.000111302 -4.74635e-06 -0.000265161 0.000176162
internal_weight=0 0.0107748 0.00964683 0.00842435 0.00687214 0.00583352 0.00239129 0.00344223
internal_count=3121 2943 2460 2219 2032 1817 1326 491
is_linear=0
shrinkage=0.00196078


Tree=4997
num_leaves=9
num_cat=0
split_feature=15 151 12 16 15 3 52 16
split_gain=5.30739e-05 4.316e-05 4.03931e-05 8.65995e-05 6.2393e-05 5.83546e-05 5.52106e-05 9.4699e-05
threshold=-0.24436499999999997 -0.086654999999999982 0.086850000000000024 0.23311500000000004 0.088345000000000021 -0.10217499999999997 -0.068719999999999989 -0.056919999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 6 5 -4 -3 -8
right_child=1 2 4 -5 -6 -7 7 -9
leaf_value=0.00040853311782548465 0.00033538491440742856 1.4897577078583771e-05 0.00023923359044483597 0.00031223144834366401 0.00042058022503842159 -0.00035791168054730756 -0.00020905621924718852 -0.00094493985013927799
leaf_weight=0.0010840981056051387 0.0010134693874442264 0.0012458727078072168 0.0010678585048125074 0.0010016701551505899 0.0012493616006960268 0.0015315863303635878 0.0018346136251911559 0.0010612591366176397
leaf_count=253 260 250 158 114 577 800 467 242
internal_value=0 -4.82122e-05 -9.14455e-05 -0.000205126 6.04738e-05 -0.000112603 -0.000330248 -0.000478738
internal_weight=0 0.0100057 0.00899222 0.00514342 0.00384881 0.00259944 0.00414175 0.00289587
internal_count=3121 2868 2608 1073 1535 958 959 709
is_linear=0
shrinkage=0.00196078


Tree=4998
num_leaves=8
num_cat=0
split_feature=50 484 43 51 16 15 4
split_gain=1.74743e-05 3.04847e-05 2.91546e-05 4.67635e-05 4.76023e-05 6.80352e-05 3.47321e-05
threshold=0.088425000000000017 0.084040000000000017 -0.14968999999999996 -0.0078149999999999973 0.054560000000000004 -0.095869999999999983 0.0061450000000000003
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=0.01113556749064095 -0.012072325963169759 0.017582387257781822 0.01452798623276232 -0.01912927613015061 -0.02696757709627581 -0.0049346207714572278 0.020342818093306278
leaf_weight=0.0016152003392903543 0.0010756718384923253 0.0010302301506931351 0.0011027099230352493 0.0015313462666909439 0.0010638920641060133 0.0010326058992906784 0.0011478062580373702
leaf_count=212 560 323 411 363 156 872 224
internal_value=0 0.0014536 -0.000763818 -0.00403342 -0.00831929 -0.00297418 0.00837186
internal_weight=0 0.00852379 0.00749356 0.00587836 0.00477565 0.00371176 0.00218041
internal_count=3121 2561 2238 2026 1615 1459 1096
is_linear=0
shrinkage=0.1


Tree=4999
num_leaves=8
num_cat=0
split_feature=11 156 48 0 42 4 13
split_gain=5.27222e-05 4.89621e-05 5.01559e-05 0.000128364 6.67181e-05 7.26713e-05 7.09668e-05
threshold=0.079915000000000014 0.085790000000000019 0.016865000000000002 -0.20211999999999997 0.086325000000000013 0.055260000000000011 -0.0034749999999999994
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=0.00058349895262354754 -0.00042302969233502617 -0.00037410868491393726 -0.00011876247057973895 0.00070391158697769008 -0.00035478466661374719 -0.00024264388071609764 -3.163454150489785e-05
leaf_weight=0.0015013066426376718 0.0010708823724013558 0.0010120797047454234 0.0014600667432752013 0.0014567454185969286 0.0016673607676993179 0.0015108962503672381 0.0013874510028542607
leaf_count=526 199 370 72 467 839 285 363
internal_value=0 3.47489e-05 8.08091e-05 0.000292106 -2.07753e-05 0.000105806 0.000288054
internal_weight=0 0.00999591 0.00898383 0.00291681 0.00606701 0.00439965 0.00288876
internal_count=3121 2922 2552 539 2013 1174 889
is_linear=0
shrinkage=0.00196078


Tree=5000
num_leaves=7
num_cat=0
split_feature=42 160 151 12 52 1
split_gain=1.84154e-05 4.24582e-05 4.40704e-05 5.26077e-05 9.08439e-05 9.09683e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 0.095330000000000012 -1.0000000180025095e-35 0.094825000000000007
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=-0.010075384650757916 -0.011104953721959084 -0.011139243514272736 -0.0082908596140010542 -0.006853801177440097 0.010047893621713875 0.048243131903138371
leaf_weight=0.0015420444156960056 0.0019247107699253531 0.001214521266588703 0.0010510575276177774 0.0013301788063160374 0.0014326321762292522 0.0011041133226208045
leaf_count=862 828 300 308 289 370 164
internal_value=0 0.00185265 0.00591945 0.0101322 0.0164297 0.0266723
internal_weight=0 0.00805721 0.0061325 0.00491798 0.0035878 0.00253675
internal_count=3121 2259 1431 1131 842 534
is_linear=0
shrinkage=0.1


Tree=5001
num_leaves=7
num_cat=0
split_feature=52 13 3 160 3 43
split_gain=1.75801e-05 4.73887e-05 5.85353e-05 3.96481e-05 3.88354e-05 9.14891e-05
threshold=0.11434500000000002 -0.23438999999999996 0.097915000000000016 -0.013904999999999999 -0.08824499999999999 -0.074359999999999996
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=0.021707799846397754 -0.010936340958134042 0.021395372997677388 -0.019060615325104467 -0.011297272556863407 0.030253284582574869 -0.006919565969958694
leaf_weight=0.0010300551475980668 0.0012845452838247213 0.0010020948591029427 0.001466246119326442 0.0019594841638709923 0.0010595320993715756 0.0017650552808683177
leaf_count=137 501 492 137 576 441 837
internal_value=0 0.00163683 -0.00121384 0.00330863 -0.000479909 0.00702436
internal_weight=0 0.00828247 0.00725241 0.00578617 0.00478407 0.00282459
internal_count=3121 2620 2483 2346 1854 1278
is_linear=0
shrinkage=0.1


Tree=5002
num_leaves=9
num_cat=0
split_feature=48 16 15 47 2 0 12 13
split_gain=3.22483e-05 8.33852e-05 6.65269e-05 6.69261e-05 9.14928e-05 6.86566e-05 8.85835e-05 1.05672e-05
threshold=0.11951500000000001 -0.5048999999999999 -0.14147499999999996 0.092165000000000011 0.11093500000000002 -0.11013499999999998 0.088305000000000008 -0.080344999999999986
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7 -8
right_child=-2 2 3 -5 -6 6 7 -9
leaf_value=0.00054843825091916755 -0.00033656482559588698 -0.00048490702193129497 0.00016753155515171258 0.00043679575015122387 0.00043025218963369232 -0.00069651102693873209 8.3864623541145511e-05 -0.00020047735577164688
leaf_weight=0.0010676948509051364 0.0010107464452459207 0.0010913337894775388 0.0016017169473276126 0.0013054985572691401 0.0012215486726967623 0.0014322155865930343 0.0010046177671588887 0.0010053903163351318
leaf_count=192 114 334 204 166 287 919 204 701
internal_value=0 3.14139e-05 -3.23132e-05 3.29268e-05 -5.12247e-05 -0.000167829 -0.000323878 -5.8361e-05
internal_weight=0 0.00973002 0.00866232 0.00757099 0.00626549 0.00504394 0.00344222 0.00201001
internal_count=3121 3007 2815 2481 2315 2028 1824 905
is_linear=0
shrinkage=0.00196078


Tree=5003
num_leaves=8
num_cat=0
split_feature=15 156 42 15 43 4 2
split_gain=3.68141e-05 4.43339e-05 4.80642e-05 5.86482e-05 6.86146e-05 8.7848e-05 0.000103764
threshold=-0.24436499999999997 0.084085000000000007 -1.0000000180025095e-35 -0.095869999999999983 -0.084004999999999982 0.0061450000000000003 0.097845000000000015
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=0.00035117353838697317 -0.00030037997808804798 -0.00042309284435436835 -0.00023964793197415272 0.00056900003157616427 -0.00056280190359415136 0.00038245059539046994 0.00023108624841359005
leaf_weight=0.0010543829142967446 0.0015821010703752679 0.0010121204416575448 0.0017312585051264496 0.0012956152662865067 0.0013167141812783021 0.001831002265402149 0.0012189534734510113
leaf_count=253 777 406 236 280 717 254 198
internal_value=0 -3.40655e-05 9.80243e-06 7.61766e-05 0.000172741 5.51684e-05 -0.000181162
internal_weight=0 0.00998777 0.00897564 0.00739354 0.00566229 0.00436667 0.00253567
internal_count=3121 2868 2462 1685 1449 1169 915
is_linear=0
shrinkage=0.00196078


Tree=5004
num_leaves=7
num_cat=0
split_feature=156 42 43 16 0 1
split_gain=1.64258e-05 3.64321e-05 3.71452e-05 3.93618e-05 6.09314e-05 3.98393e-05
threshold=0.085790000000000019 -1.0000000180025095e-35 -0.074359999999999996 -0.056919999999999991 -0.10474999999999998 0.10508500000000001
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=-0.012968206489042759 -0.012015309888517659 0.016126571179321491 -0.017173130699433586 -0.011523522099305737 0.025748682218836295 0.010048163342521121
leaf_weight=0.0014652455699172831 0.001023684623429299 0.0019448890097957267 0.0010467994490293985 0.0019010982199062663 0.0010989490602962677 0.0011053692613499505
leaf_count=810 428 730 123 430 462 138
internal_value=0 0.00138771 0.00435158 -9.33094e-05 0.00659053 -0.00319208
internal_weight=0 0.00856235 0.00709711 0.00515222 0.00325112 0.00215217
internal_count=3121 2693 1883 1153 723 261
is_linear=0
shrinkage=0.1


Tree=5005
num_leaves=8
num_cat=0
split_feature=15 484 43 12 160 0 3
split_gain=3.70432e-05 3.21476e-05 3.59285e-05 7.63336e-05 6.05584e-05 8.89024e-05 5.9389e-05
threshold=0.091650000000000023 0.084040000000000017 -0.14968999999999996 0.088365000000000013 1.0000000180025095e-35 -0.10474999999999998 -0.078244999999999995
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=0.00024750513545143893 -0.00035674042023684167 0.0003375634707447858 -9.3209657148291087e-05 -0.00071020792119269333 -0.00029293989668597567 0.00053912483610532396 -4.8144923485343241e-05
leaf_weight=0.0017206020862075054 0.0010169728599451191 0.0011963619735305712 0.0018149603829073504 0.0010516009405448839 0.0012956639712077924 0.0016159070949447281 0.0010322389792077414
leaf_count=216 497 336 220 527 283 768 274
internal_value=0 3.65574e-05 -5.65497e-06 -6.96144e-05 6.82217e-05 0.000204614 -0.000382252
internal_weight=0 0.00972734 0.00853097 0.00681037 0.00472653 0.00343087 0.00208384
internal_count=3121 2624 2288 2072 1271 988 801
is_linear=0
shrinkage=0.00196078


Tree=5006
num_leaves=8
num_cat=0
split_feature=50 4 16 0 0 49 4
split_gain=1.83403e-05 3.21882e-05 6.81786e-05 4.50475e-05 6.07777e-05 4.94852e-05 2.88765e-05
threshold=0.088425000000000017 0.40473500000000007 -0.36241499999999999 -0.10607499999999999 -0.060129999999999996 -0.006494999999999999 -0.27825499999999997
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=-0.025078108610171863 -0.012428712674782093 0.017686228229319447 0.0013310293140958043 -0.022214492988765197 -0.00486625364485011 0.03049479708824427 0.015271023361095072
leaf_weight=0.0010032157573741929 0.0010622179778486786 0.0010745051461932727 0.0013499686693210985 0.001210882130732293 0.0015290655126339011 0.0010225051803872138 0.0013328038176702176
leaf_count=180 560 279 126 1431 197 153 195
internal_value=0 0.0015061 -0.000828025 0.00294656 -0.00343421 0.0139002 0.0045119
internal_weight=0 0.00852295 0.00744844 0.00644523 0.00407275 0.00237247 0.00286187
internal_count=3121 2561 2282 2102 1823 279 392
is_linear=0
shrinkage=0.1


Tree=5007
num_leaves=7
num_cat=0
split_feature=49 42 52 2 15 0
split_gain=1.58403e-05 4.13001e-05 4.18983e-05 3.66063e-05 3.06527e-05 3.00401e-05
threshold=-0.043469999999999995 0.091545000000000015 -0.0064899999999999992 0.10613000000000002 -0.040804999999999994 -0.077999999999999986
decision_type=2 2 2 2 2 2
left_child=4 2 -2 5 -1 -4
right_child=1 -3 3 -5 -6 -7
leaf_value=0.01942741608987391 -0.011374972135213834 -0.020941869777262697 0.0042972556754529894 -0.0073087154452222197 -0.0039504339193756725 0.024880252640078912
leaf_weight=0.0010820773723244574 0.001963758641187102 0.00102138624459008 0.0017821442307878548 0.0013650242864707567 0.0011644083685760141 0.0011775878478456365
leaf_count=226 776 614 926 204 199 176
internal_value=0 -0.002291 0.000738289 0.0062386 0.00731011 0.0124866
internal_weight=0 0.0073099 0.00628852 0.00432476 0.00224649 0.00295973
internal_count=3121 2696 2082 1306 425 1102
is_linear=0
shrinkage=0.1


Tree=5008
num_leaves=7
num_cat=0
split_feature=16 1 150 16 16 52
split_gain=1.78166e-05 5.42505e-05 4.07934e-05 6.33694e-05 4.23437e-05 2.7781e-05
threshold=0.38525000000000004 0.077565000000000009 0.080470000000000014 -0.27167499999999994 -0.056919999999999991 1.0000000180025095e-35
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=-0.0051275021429801632 0.010443837546240205 -0.020953412063750797 0.018187644881438248 0.016818588693001547 -0.0061493511523343144 -0.027184357985694591
leaf_weight=0.0013107233058384242 0.0013877865104236437 0.0012035644245785458 0.0014040758887943032 0.0016949215171005554 0.0015248045350144158 0.0010118604538253283
leaf_count=657 311 218 295 382 404 854
internal_value=0 -0.00181349 0.0033373 -0.00137661 0.00594138 -0.0147368
internal_weight=0 0.00814995 0.00582737 0.00442329 0.00321973 0.00232258
internal_count=3121 2810 1299 1004 786 1511
is_linear=0
shrinkage=0.1


Tree=5009
num_leaves=8
num_cat=0
split_feature=50 4 151 16 16 52 0
split_gain=1.71624e-05 3.25912e-05 5.59434e-05 8.77431e-05 4.56934e-05 8.98994e-05 2.87892e-05
threshold=0.088425000000000017 0.40473500000000007 -0.024429999999999997 -0.08595499999999999 0.064860000000000015 0.091275000000000009 -0.11756999999999999
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=0.018339936169554545 -0.012033892423589324 0.017777798738069974 -0.033624677728851908 0.017948742540432296 -0.020701694425879796 0.016907687876630599 -0.01014781758313494
leaf_weight=0.0012556975894972757 0.0010581931012069766 0.0010709048456369252 0.0010071288653558039 0.0014560864762582339 0.0014490743528607674 0.001132130172228794 0.0010851213726483329
leaf_count=385 560 279 135 861 418 61 422
internal_value=0 0.00147468 -0.000889376 -0.00482869 0.0037843 -0.00420602 -0.0214487
internal_weight=0 0.00845614 0.00738524 0.00612954 0.00403729 0.0025812 0.00209225
internal_count=3121 2561 2282 1897 1340 479 557
is_linear=0
shrinkage=0.1


Tree=5010
num_leaves=8
num_cat=0
split_feature=0 12 3 1 15 15 4
split_gain=1.64805e-05 4.04481e-05 3.88598e-05 6.12822e-05 8.24358e-05 3.73397e-05 2.5548e-05
threshold=-0.061629999999999997 0.088615000000000013 0.12178000000000001 0.094385000000000011 -0.0063699999999999989 -1.0000000180025095e-35 -0.37944499999999992
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -2 -7
right_child=5 -3 -4 -5 -6 6 -8
leaf_value=-0.02354311381972822 0.021041849159579851 -0.016547883115657813 -0.013911148368808971 0.024320657069198851 0.016371995655549556 -0.011376178980079261 0.01008291857764896
leaf_weight=0.0010265341433684726 0.0010692570398526478 0.0016379653556403192 0.0011699657788269077 0.0012936961283933485 0.0010432726613099645 0.0012268741571676719 0.0010127771335716016
leaf_count=518 267 1084 146 249 540 191 126
internal_value=0 -0.00307939 0.00178685 0.00724726 -0.00342416 0.00566766 -0.00167231
internal_weight=0 0.00617143 0.00453347 0.0033635 0.00206981 0.00330891 0.00223965
internal_count=3121 2537 1453 1307 1058 584 317
is_linear=0
shrinkage=0.1


Tree=5011
num_leaves=7
num_cat=0
split_feature=42 160 151 4 4 16
split_gain=1.77612e-05 3.7454e-05 4.46862e-05 4.58067e-05 8.48958e-05 7.50163e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 0.076415000000000025 -0.0024449999999999997 0.15891500000000003
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=-0.0099018574922713418 -0.010380065171820689 -0.011588989866763315 0.029620112217276867 0.024673100673427803 -0.020576287261233756 -0.0065403742300722302
leaf_weight=0.0015262024347277121 0.0018960251742696143 0.0011941945191066726 0.0013311301225175654 0.0014791800103465787 0.0010166377793776279 0.0010082476376015764
leaf_count=862 828 300 528 234 148 221
internal_value=0 0.00187887 0.00573387 0.0100123 0.00355042 0.0140353
internal_weight=0 0.00792542 0.00602939 0.0048352 0.00335602 0.00233938
internal_count=3121 2259 1431 1131 897 749
is_linear=0
shrinkage=0.1


Tree=5012
num_leaves=9
num_cat=0
split_feature=15 151 0 52 160 42 15 52
split_gain=3.22675e-05 4.44059e-05 6.47107e-05 0.000101062 6.14149e-05 9.20194e-05 5.35984e-05 8.48072e-05
threshold=-0.24436499999999997 -0.086224999999999982 -0.11756999999999999 -0.068719999999999989 -1.0000000180025095e-35 -1.0000000180025095e-35 0.035560000000000008 0.091820000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 -6 7 -7
right_child=1 2 4 -5 5 6 -8 -9
leaf_value=0.00032930455549038263 0.00034648931057217915 0.00010865117427273448 -0.0003968266261324661 -0.00066315870836055452 -0.00034950739259828091 -0.0002202578206904185 0.00060037639711815218 0.00050026607358409148
leaf_weight=0.0010074506427031 0.0010273194911539591 0.0011258035574068792 0.0010803194715184612 0.0015507545598257176 0.0012213312301813202 0.0013903899924647273 0.0012570634042956136 0.0011454728565280514
leaf_count=253 269 104 658 218 637 476 446 60
internal_value=0 -3.92079e-05 -8.43827e-05 -0.000338523 2.72282e-05 0.000118591 0.000269319 0.00010521
internal_weight=0 0.00979845 0.00877114 0.00267656 0.00609458 0.00501426 0.00379293 0.00253586
internal_count=3121 2868 2599 322 2277 1619 982 536
is_linear=0
shrinkage=0.00196078


Tree=5013
num_leaves=8
num_cat=0
split_feature=52 13 3 42 4 15 1
split_gain=1.67108e-05 4.99847e-05 4.82238e-05 3.31988e-05 7.00377e-05 4.79811e-05 5.50084e-05
threshold=0.11434500000000002 -0.23438999999999996 0.097915000000000016 0.084050000000000014 0.09173000000000002 -0.095244999999999982 0.083835000000000007
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=0.022364818526573214 -0.010699480744580294 0.025382525935597519 -0.017610901185973766 -0.021399131084581233 0.013421449732019704 0.015302632002522546 -0.016577159500880186
leaf_weight=0.0010182263162408561 0.0012690974933150653 0.0011853981523296301 0.0014484852529750777 0.0013315504043829099 0.0010202335272179743 0.0011557157507163544 0.0010180101299325115
leaf_count=137 501 258 137 916 158 637 377
internal_value=0 0.00163379 -0.00131463 0.00281867 -0.00629352 0.00919828 0.000372529
internal_weight=0 0.00817762 0.00715939 0.00571091 0.00235178 0.00335912 0.00217373
internal_count=3121 2620 2483 2346 1074 1272 1014
is_linear=0
shrinkage=0.1


Tree=5014
num_leaves=8
num_cat=0
split_feature=484 133 13 3 457 1 1
split_gain=1.7723e-05 3.31383e-05 3.44807e-05 8.21081e-05 4.48896e-05 4.61339e-05 7.34097e-05
threshold=0.084040000000000017 -0.0061299999999999992 -0.0030199999999999997 -0.077774999999999983 0.032140000000000009 0.086560000000000012 0.11588000000000001
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=-0.018549643448787439 0.012038179935110627 -0.010315282461714976 0.0073519424747192311 0.023356591085865644 0.013626361642611355 -0.033839836272741619 0.0018596811805768412
leaf_weight=0.0010113119920532113 0.0010791613484197804 0.0012572096592102669 0.0010148034532081953 0.0017081043610321356 0.0010064060521928872 0.0013130356700328414 0.0010261755201061594
leaf_count=766 368 717 273 560 97 245 95
internal_value=0 -0.0015812 0.000761275 0.00908066 -0.00489634 -0.0104543 -0.018179
internal_weight=0 0.00833705 0.00732573 0.00296531 0.00436042 0.00335401 0.00233921
internal_count=3121 2753 1987 1277 710 613 340
is_linear=0
shrinkage=0.1


Tree=5015
num_leaves=8
num_cat=0
split_feature=15 49 52 2 42 13 457
split_gain=3.72994e-05 4.67758e-05 8.18019e-05 0.000128794 0.0001749 6.23716e-05 3.70908e-05
threshold=-0.24436499999999997 -0.043469999999999995 0.10744000000000002 0.10097500000000002 0.084050000000000014 -0.0034749999999999994 0.085130000000000025
decision_type=2 2 2 2 2 2 2
left_child=-1 6 3 4 5 -3 -2
right_child=1 2 -4 -5 -6 -7 -8
leaf_value=0.00035422238818744845 -1.1012892917928794e-05 0.00060987004050376461 0.00033652290135014471 -0.00069349304686437609 -0.00059029732710296379 1.242246687465022e-05 0.00047635162967606906
leaf_weight=0.0010018286577449667 0.0014658652693962562 0.0010894003147954398 0.001229310042084342 0.0016053326742432004 0.0014773029778156416 0.0017526076421976739 0.0010168247187698801
leaf_count=253 306 492 434 420 700 397 119
internal_value=0 -4.3299e-05 -0.000123775 -0.000219283 -4.30355e-05 0.000241436 0.000188595
internal_weight=0 0.00963664 0.00715395 0.00592464 0.00431931 0.00284201 0.00248269
internal_count=3121 2868 2443 2009 1589 889 425
is_linear=0
shrinkage=0.00196078


Tree=5016
num_leaves=9
num_cat=0
split_feature=48 16 51 42 13 0 0 43
split_gain=4.41462e-05 7.95334e-05 5.99369e-05 7.56656e-05 7.24955e-05 7.43191e-05 7.76685e-05 5.35779e-05
threshold=0.11951500000000001 -0.5048999999999999 0.08955500000000001 0.086325000000000013 -0.13710499999999998 -0.010949999999999998 -0.10607499999999999 -0.088249999999999981
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=0.00052620709391694844 -0.00039155687156695532 -0.00028841412367106234 -0.00047083842262410439 -0.00034311318407641099 0.0004121868717662217 0.00070986569239704352 -0.00047103326141264678 0.00016522027464886715
leaf_weight=0.001122600698849595 0.0010310576719509733 0.0012556056818019317 0.0010366132971482691 0.0016373709022943893 0.001794872208974424 0.0010223764116921944 0.0010000849117041543 0.0010359244591121072
leaf_count=192 114 112 353 916 184 184 284 782
internal_value=0 3.47647e-05 -2.80501e-05 3.12045e-05 0.000131534 0.00024018 0.000114831 -0.000147307
internal_weight=0 0.00990545 0.00878285 0.00774623 0.00610886 0.00485326 0.00383088 0.00203601
internal_count=3121 3007 2815 2462 1546 1434 1250 1066
is_linear=0
shrinkage=0.00196078


Tree=5017
num_leaves=9
num_cat=0
split_feature=15 16 52 42 2 2 52 4
split_gain=3.91541e-05 5.32818e-05 7.27604e-05 9.2266e-05 5.68609e-05 6.844e-05 5.4071e-05 4.35312e-05
threshold=-0.24436499999999997 -0.36241499999999999 0.10744000000000002 0.086325000000000013 0.084245000000000014 0.092120000000000021 -0.078224999999999975 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 7 -6 -7 -3
right_child=1 2 -4 -5 5 6 -8 -9
leaf_value=0.00036908251192129172 -0.0003550022311747473 0.00061209006558415836 0.00047600855429232757 -0.00048667782830434924 -0.0005096232312814242 0.0004153981313665429 -0.00017846377062723768 4.4470623677163333e-05
leaf_weight=0.001004490775333519 0.00168234246853522 0.0010223655568949569 0.0011913929915880099 0.001459134477889373 0.0010312695647393647 0.0010940006861555737 0.0012781227822093078 0.0010559891650117044
leaf_count=253 248 322 421 723 596 286 186 86
internal_value=0 -3.73649e-05 2.83455e-05 -4.84952e-05 6.81404e-05 -8.79157e-05 9.54197e-05 0.000323689
internal_weight=0 0.00981462 0.00813228 0.00694088 0.00548175 0.00340339 0.00237212 0.00207835
internal_count=3121 2868 2620 2199 1476 1068 472 408
is_linear=0
shrinkage=0.00196078


Tree=5018
num_leaves=9
num_cat=0
split_feature=48 3 13 2 1 43 0 16
split_gain=4.37119e-05 4.61767e-05 0.000100461 0.000126948 9.46214e-05 8.76203e-05 8.00675e-05 2.22637e-05
threshold=-0.015314999999999997 -0.078934999999999991 -0.061684999999999997 0.11215000000000001 0.08844500000000001 -0.084004999999999982 -0.13027499999999997 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=-1 5 4 6 -3 7 -4 -2
right_child=1 2 3 -5 -6 -7 -8 -9
leaf_value=0.00037429803781688635 -0.00017247342541732528 -4.6035886926220037e-05 0.00038992679159834045 -0.00068627079916554722 0.00073768302738917333 -0.00061785780340942176 -0.00026329156896056304 0.00022555516669202092
leaf_weight=0.0010014080390833091 0.0011666223577253558 0.0011314010738881428 0.0015091076136842937 0.0011767368209884398 0.001242969005241075 0.001394791896167963 0.0013822155216257337 0.001006360464687175
leaf_count=189 392 271 130 181 367 1116 325 150
internal_value=0 -5.53652e-05 4.37394e-05 -0.000143322 0.000364236 -0.000234321 7.76516e-05 1.18632e-05
internal_weight=0 0.0100102 0.00644243 0.00406806 0.00237437 0.00356777 0.00289132 0.00217298
internal_count=3121 2932 1274 636 638 1658 455 542
is_linear=0
shrinkage=0.00196078


Tree=5019
num_leaves=9
num_cat=0
split_feature=42 40 47 50 4 43 0 0
split_gain=7.18828e-05 8.3707e-05 0.000104498 7.57872e-05 7.29026e-05 6.8551e-05 0.000141634 8.58816e-05
threshold=-0.095859999999999987 -0.013874999999999998 0.10904500000000002 0.07826000000000001 0.24564500000000003 -0.084004999999999982 -0.10096999999999999 -0.15350499999999997
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 -7
right_child=1 2 -4 -5 -6 6 -8 -9
leaf_value=-0.00051012863257286257 0.00052257667460140227 0.00037708802497518488 -0.00062132210245635015 -0.00044348846851904774 0.00053175103685062966 -0.00011187346859467821 -0.00057399701539707297 0.00061009633307686033
leaf_weight=0.0010252930693581382 0.001193600524823534 0.0015365132841100373 0.0010193612601542409 0.0010640473149616586 0.0013286508690136915 0.0016306360179138956 0.0015682274985218125 0.0010358781863517566
leaf_count=241 295 357 147 494 232 103 1138 114
internal_value=0 3.40967e-05 -2.93935e-05 4.45155e-05 0.000117652 2.23181e-05 -0.000106405 0.000168595
internal_weight=0 0.0103769 0.00918331 0.00816395 0.00709991 0.00577125 0.00423474 0.00266651
internal_count=3121 2880 2585 2438 1944 1712 1355 217
is_linear=0
shrinkage=0.00196078


Tree=5020
num_leaves=7
num_cat=0
split_feature=4 12 3 47 2 16
split_gain=1.61334e-05 3.17239e-05 5.21946e-05 6.60662e-05 5.10114e-05 7.79728e-05
threshold=0.27287000000000006 -0.040564999999999997 0.10542000000000001 0.085270000000000026 0.092365000000000017 -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=-0.01841107945233263 0.0093868356904914987 0.01199529230218945 0.015390726102028299 0.016161738531652224 -0.027902926326462199 -0.021363052774581739
leaf_weight=0.0010103983483399472 0.0015210126958922774 0.0015300672194677677 0.0017688675302736379 0.0011946047936921122 0.0011988367293698501 0.0012927054185422411
leaf_count=233 352 674 136 288 682 756
internal_value=0 -0.00184918 0.000546517 -0.0044873 -0.010621 -0.00328136
internal_weight=0 0.00799548 0.00698508 0.00521621 0.00402161 0.00282277
internal_count=3121 2769 2536 2400 2112 1430
is_linear=0
shrinkage=0.1


Tree=5021
num_leaves=8
num_cat=0
split_feature=133 0 42 15 15 16 0
split_gain=3.21252e-05 4.97584e-05 3.67881e-05 0.000100743 0.000112365 0.000123497 6.93431e-05
threshold=0.099660000000000012 1.0000000180025095e-35 0.091295000000000015 0.024640000000000006 -0.016799999999999995 -0.056919999999999991 -0.20211999999999997
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=-0.00022375010633821039 -0.00033938576662570274 0.00033533129750465808 0.00027075323718293989 -0.00062435465238398237 0.00051473744455806595 -0.00062773837936961772 0.00038393287414242806
leaf_weight=0.0014018608315348742 0.0010028474403987317 0.0016863933712773288 0.0012692340690009379 0.0011399468065458312 0.0013216069370007803 0.0013576001081453807 0.0014885517894014523
leaf_count=99 483 292 408 692 270 470 407
internal_value=0 2.93133e-05 -3.53664e-05 -9.32744e-05 1.5423e-05 -0.00013992 8.92044e-05
internal_weight=0 0.00966519 0.0079788 0.00670957 0.00556962 0.00424801 0.00289041
internal_count=3121 2638 2346 1938 1246 976 506
is_linear=0
shrinkage=0.00196078


Tree=5022
num_leaves=9
num_cat=0
split_feature=474 160 52 3 13 2 43 12
split_gain=3.76608e-05 7.12688e-05 7.84354e-05 7.74741e-05 0.000106488 0.00015747 8.98328e-05 7.62285e-05
threshold=0.084410000000000013 -1.0000000180025095e-35 0.10744000000000002 0.12178000000000001 0.17001000000000002 0.099185000000000009 -0.074359999999999996 0.082095000000000015
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=-0.00041735103838350188 0.00035480899305584819 0.00039788278995473683 0.00054115913509553267 -0.00051622791515180608 -0.0004716935749250999 0.0007244038564074083 3.7255502450939465e-05 -0.00067319464677664136
leaf_weight=0.0016239274651479356 0.0010154035828258178 0.0011662424631199235 0.0010195568390864189 0.0011108425990496804 0.001224506765018011 0.001424503156566032 0.0013568610912516248 0.0010149896676051365
leaf_count=727 353 358 166 129 126 410 134 718
internal_value=0 -4.16275e-05 3.17296e-05 -3.94401e-05 4.61632e-05 0.000173943 -4.76831e-05 -0.000266768
internal_weight=0 0.00994143 0.0083175 0.00729795 0.0061871 0.0049626 0.00353809 0.00237185
internal_count=3121 2768 2041 1875 1746 1620 1210 852
is_linear=0
shrinkage=0.00196078


Tree=5023
num_leaves=9
num_cat=0
split_feature=147 52 150 52 51 2 3 2
split_gain=7.34998e-05 5.46766e-05 6.24881e-05 7.23698e-05 9.4496e-05 8.31318e-05 0.000134373 0.000109418
threshold=1.0000000180025095e-35 0.15116000000000002 0.089910000000000018 -0.049749999999999996 -0.076794999999999988 0.11093500000000002 -0.08824499999999999 0.092235000000000025
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -5 -8
right_child=-2 -3 -4 5 -6 -7 7 -9
leaf_value=-5.148910618988762e-05 0.00049905905814527272 -0.00049213834922393008 -0.00045585099913694266 -0.0007490071155970147 0.000678917044267959 0.00031374247611878724 0.00031614747120434802 -0.00049662131869032927
leaf_weight=0.0013797362792661787 0.0010019357326120715 0.0010031873853482672 0.0010715036579865321 0.0012923275458330318 0.0013446973006114092 0.0014935123960428112 0.0017356368546992513 0.0010058825062043252
leaf_count=329 183 372 192 349 463 235 792 206
internal_value=0 -5.71798e-05 -1.03782e-05 4.74669e-05 0.000309017 -8.14511e-05 -0.00022777 1.7937e-05
internal_weight=0 0.0103265 0.0093233 0.00825179 0.00272443 0.00552736 0.00403385 0.00274152
internal_count=3121 2938 2566 2374 792 1582 1347 998
is_linear=0
shrinkage=0.00196078


Tree=5024
num_leaves=10
num_cat=0
split_feature=147 48 52 2 12 13 48 13 0
split_gain=6.96619e-05 5.33786e-05 9.36643e-05 8.12104e-05 7.87064e-05 0.000131071 7.44318e-05 0.000105227 7.45397e-06
threshold=1.0000000180025095e-35 0.11951500000000001 0.11434500000000002 0.089885000000000007 0.096990000000000007 -0.020934999999999999 0.091220000000000009 -0.089109999999999981 -0.036484999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -5 -9
right_child=-2 -3 -4 6 -6 -7 -8 8 -10
leaf_value=-0.00081485322124236063 0.00048760058317520754 -0.00048314239810248646 -0.0005375691763350452 0.00055179849884366228 0.00033181092061997737 3.4796366264891568e-05 0.00067046011820823725 -0.00030049559225064974 -6.2072329262190698e-05
leaf_weight=0.0011616952859011109 0.0010034698185553996 0.0010038495434690946 0.0011286783914016075 0.0012054116525799206 0.0010063652866763181 0.001749011159787327 0.0011723344393295356 0.0010015443369210503 0.0010151003113707798
leaf_count=752 183 107 469 131 133 524 149 516 157
internal_value=0 -5.32742e-05 -7.56272e-06 6.4411e-05 -0.000140878 -0.000304308 0.000247401 9.34729e-05 -0.000180483
internal_weight=0 0.010444 0.00944014 0.00831146 0.00391707 0.00291071 0.00439439 0.00322206 0.00201664
internal_count=3121 2938 2831 2362 1409 1276 953 804 673
is_linear=0
shrinkage=0.00196078


Tree=5025
num_leaves=8
num_cat=0
split_feature=52 160 0 16 52 2 43
split_gain=1.71124e-05 6.91999e-05 5.22122e-05 6.59304e-05 4.19318e-05 8.95215e-05 7.68361e-05
threshold=-0.046924999999999988 -1.0000000180025095e-35 -0.15202999999999997 0.13751500000000003 0.10347000000000002 0.10613000000000002 -0.0037449999999999996
decision_type=2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 6 -3
right_child=1 4 3 -5 -6 -7 -8
leaf_value=-0.012468956986331242 -0.024695635666453129 -0.012458336237303627 0.033064179096406798 -0.0014683466966264602 0.019465018149238601 -0.024561778627359178 0.021492984878421273
leaf_weight=0.0010609352611370979 0.0012026933017831249 0.0011367471985907079 0.0010279844649912881 0.0011962550948056007 0.0010798709124255068 0.0012806051862823361 0.0016116205590197398
leaf_count=70 743 593 469 414 204 210 418
internal_value=0 -0.00311476 0.00578483 0.0144917 0.00196567 -0.00272461 0.00745044
internal_weight=0 0.00631154 0.00328517 0.00222424 0.00510884 0.00402897 0.00274837
internal_count=3121 2168 953 883 1425 1221 1011
is_linear=0
shrinkage=0.1


Tree=5026
num_leaves=8
num_cat=0
split_feature=4 151 4 1 4 13 1
split_gain=2.6533e-05 3.53846e-05 6.91582e-05 7.35549e-05 4.86517e-05 4.06355e-05 2.4263e-05
threshold=0.27287000000000006 -0.024429999999999997 -0.0029599999999999995 0.094385000000000011 0.098655000000000007 -0.076384999999999995 0.080585000000000004
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=0.00023460677011176561 0.00022226266922132165 0.0003135973290869017 -0.00072811822254440568 0.00019000486452297777 -0.00038750089928805493 7.5129313385877733e-05 -0.00032201357989787067
leaf_weight=0.0014402797563930298 0.0016810608519599026 0.001602621649174706 0.0010906983900537117 0.0010888563864789019 0.0011565793155982329 0.0014381016209939175 0.0010045952878064046
leaf_count=451 352 614 463 112 57 642 430
internal_value=0 -4.65234e-05 -0.000101378 -0.000310373 -0.000107457 7.09779e-05 -8.82016e-05
internal_weight=0 0.00882173 0.00738145 0.00333613 0.00224544 0.00404532 0.0024427
internal_count=3121 2769 2318 632 169 1686 1072
is_linear=0
shrinkage=0.00196078


Tree=5027
num_leaves=8
num_cat=0
split_feature=49 1 47 52 15 4 0
split_gain=1.74824e-05 3.70356e-05 6.94789e-05 5.968e-05 7.70171e-05 2.76441e-05 2.75801e-05
threshold=-0.043469999999999995 0.12337000000000002 0.092530000000000015 -0.07167999999999998 -0.03241999999999999 0.0052350000000000009 -0.036484999999999997
decision_type=2 2 2 2 2 2 2
left_child=5 2 3 -2 -5 -1 -6
right_child=1 -3 -4 4 6 -7 -8
leaf_value=-0.0033107982874209375 -0.021463377071411403 0.013190446382337295 -0.029276990702502198 0.026226917795853372 0.0050513082428865728 0.018871082618802815 -0.015016940307678592
leaf_weight=0.0011367579285171479 0.0010954883726895202 0.001257458786052712 0.0010339503945490632 0.0011861143121911252 0.0014771590004891795 0.0011108667174559146 0.0012767097023679125
leaf_count=261 549 241 241 416 1152 164 97
internal_value=0 -0.0024294 -0.00566552 -0.000817291 0.00492323 0.00765238 -0.00425245
internal_weight=0 0.00732688 0.00606942 0.00503547 0.00393998 0.00224762 0.00275387
internal_count=3121 2696 2455 2214 1665 425 1249
is_linear=0
shrinkage=0.1


Tree=5028
num_leaves=10
num_cat=0
split_feature=47 47 474 160 42 4 2 16 4
split_gain=6.77052e-05 0.000112197 7.18581e-05 7.93104e-05 9.2147e-05 7.75103e-05 6.42875e-05 5.19548e-05 9.80749e-05
threshold=0.13148500000000005 0.10254000000000001 0.084660000000000027 -1.0000000180025095e-35 -0.025789999999999997 0.181285 0.10672500000000001 0.033715000000000009 -0.0029599999999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 8 -6
right_child=-2 -3 -4 4 5 -7 -8 -9 -10
leaf_value=-0.00050402133633101979 -0.0004921838086901025 0.00063193210320218842 0.00046026545013691002 -0.0005467201206718358 0.00043836103147025561 0.00053536438712550524 0.00033554368834332553 -0.00052115483780657847 -0.00037736311722719423
leaf_weight=0.0014625630780162897 0.0010076562311237486 0.0011017924607511524 0.0010276669722481821 0.0010184081119723075 0.0010557115653801548 0.0012062615069690173 0.0013766649261200423 0.001082744413086009 0.0012232938381224374
leaf_count=655 65 187 328 540 573 233 212 173 155
internal_value=0 3.97827e-05 -2.92329e-05 -8.89365e-05 -1.74983e-06 9.16114e-05 -2.13551e-05 -0.000167508 5.07605e-07
internal_weight=0 0.0105551 0.00945331 0.00842565 0.00696308 0.00594468 0.00473841 0.00336175 0.00227901
internal_count=3121 3056 2869 2541 1886 1346 1113 901 728
is_linear=0
shrinkage=0.00196078


Tree=5029
num_leaves=8
num_cat=0
split_feature=0 1 2 3 52 1 3
split_gain=1.98783e-05 3.00145e-05 3.76045e-05 6.95693e-05 3.55916e-05 2.78756e-05 2.71288e-05
threshold=1.0000000180025095e-35 0.077565000000000009 1.0000000180025095e-35 0.076840000000000006 -0.0064899999999999992 0.11588000000000001 -0.10831999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 -3 -2
right_child=6 2 3 4 -6 -7 -8
leaf_value=-0.016542849765946579 0.020187055484627615 -0.018683838430059538 0.028990571189730648 -0.012522311844391336 0.010030527035140617 0.0026632888392759358 -0.0029591508276144828
leaf_weight=0.001254894677383561 0.0010234625575342663 0.001377067262835081 0.0010190326853459037 0.0014348087515333834 0.0013659003458885779 0.0011006178057794908 0.0010022529903190832
leaf_count=1552 169 528 281 158 156 121 156
internal_value=0 -0.00242061 0.000393538 0.00661718 -0.00152334 -0.00920119 0.00873512
internal_weight=0 0.00755232 0.00629743 0.00381974 0.00280071 0.00247769 0.00202572
internal_count=3121 2796 1244 595 314 649 325
is_linear=0
shrinkage=0.1


Tree=5030
num_leaves=7
num_cat=0
split_feature=52 0 12 0 2 1
split_gain=2.01308e-05 4.11056e-05 5.18627e-05 4.90605e-05 6.20524e-05 5.7428e-05
threshold=0.11434500000000002 -0.077999999999999986 0.09202500000000001 -0.10607499999999999 0.11215000000000001 0.090540000000000023
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=-0.0045330105243294476 -0.011704007635610164 -0.00019907120156296599 0.025085722957831881 -0.020537703332473199 -0.015522061628791054 0.026996771637804829
leaf_weight=0.0011150649093770518 0.0012839859727367892 0.0019494980508975332 0.0013893409187179565 0.0013208219484187071 0.0012971506588384182 0.0011986431820932564
leaf_count=170 501 412 471 1269 154 144
internal_value=0 0.00175422 0.0103223 -0.00404653 0.0019858 0.0118014
internal_weight=0 0.00827052 0.00333884 0.00493168 0.00361086 0.00231371
internal_count=3121 2620 883 1737 468 314
is_linear=0
shrinkage=0.1


Tree=5031
num_leaves=9
num_cat=0
split_feature=42 43 3 13 16 48 15 4
split_gain=4.00691e-05 9.06777e-05 0.000140243 0.000163284 6.45091e-05 7.82465e-05 8.91452e-05 5.73382e-05
threshold=-0.095859999999999987 -0.04890499999999999 -0.077774999999999983 -0.017449999999999997 0.22339500000000004 0.085845000000000019 -0.10203999999999998 -0.059649999999999988
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=-0.00038076986064003253 -0.00056571390521436681 -0.00031688303901734074 0.00086647621630292146 0.0005187778599944539 -0.00054290994777221667 -0.00033193996174588357 -2.2035561961990217e-06 0.00057437030775216028
leaf_weight=0.0010001252368331435 0.0010097606859567326 0.0011304339157071244 0.0011093695612533318 0.0011323094729427038 0.0010544079779778708 0.0019912024167671131 0.0011253431439329044 0.0016144698366420387
leaf_count=241 580 201 456 255 215 243 659 271
internal_value=0 3.05513e-05 0.000300613 7.55411e-06 -9.64161e-05 -1.60969e-05 0.000146401 0.00033755
internal_weight=0 0.0101673 0.00325144 0.00214207 0.00691586 0.00586145 0.00387025 0.00273981
internal_count=3121 2880 1291 835 1589 1374 1131 930
is_linear=0
shrinkage=0.00196078


Tree=5032
num_leaves=8
num_cat=0
split_feature=11 3 3 13 12 15 3
split_gain=1.86999e-05 2.94779e-05 4.21105e-05 3.2022e-05 5.28948e-05 6.94519e-05 6.89899e-05
threshold=0.078065000000000009 -0.12018999999999998 -0.078934999999999991 -0.094514999999999988 -0.010834999999999999 -0.053579999999999996 0.097915000000000016
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=0.017445701040196122 -0.012838990119405591 -0.016421741216145258 0.015344138155931403 0.018129375281265351 0.019386963648979488 -0.025890006553982443 -0.015840173378436261
leaf_weight=0.0010181742299282008 0.0010215365540612578 0.0013867688318595361 0.0015415631296314715 0.0010720961145204381 0.0012212497213249054 0.0012738612967885085 0.0010205006885208867
leaf_count=146 211 1392 227 316 282 475 72
internal_value=0 0.00147771 -0.000685418 0.00287498 -0.00131491 -0.0072445 0.00335069
internal_weight=0 0.00853421 0.00751604 0.00612927 0.00458771 0.00351561 0.00224175
internal_count=3121 2910 2764 1372 1145 829 354
is_linear=0
shrinkage=0.1


Tree=5033
num_leaves=8
num_cat=0
split_feature=484 133 0 42 3 43 16
split_gain=1.78367e-05 3.0433e-05 3.32594e-05 7.70187e-05 4.66876e-05 4.08026e-05 1.58875e-05
threshold=0.084040000000000017 -0.0061299999999999992 -0.053834999999999994 0.088060000000000013 0.090900000000000009 -1.0000000180025095e-35 -0.092484999999999984
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=-0.017713776152462613 0.011994449613878841 -0.013638944461430384 -0.022439583748327489 0.026931857313644999 -0.0003621764406784439 0.0040563711278778728 0.017179463201745605
leaf_weight=0.0010294202789663731 0.0010892875912899324 0.0017851392054169402 0.0011694433984454774 0.0012319063194556976 0.0010286588355395143 0.001155459484110087 0.0010366397763221097
leaf_count=766 368 784 193 578 116 215 101
internal_value=0 -0.00160292 0.000636082 0.00516818 -0.00179488 -0.00927129 0.00844254
internal_weight=0 0.00843667 0.00740725 0.00508234 0.00385044 0.0023249 0.0020653
internal_count=3121 2753 1987 1579 1001 408 217
is_linear=0
shrinkage=0.1


Tree=5034
num_leaves=7
num_cat=0
split_feature=131 15 52 2 2 15
split_gain=1.66117e-05 3.18828e-05 3.25714e-05 6.18098e-05 0.000120577 6.58349e-05
threshold=0.084390000000000007 -0.11713499999999999 -0.088204999999999992 0.092875000000000013 0.10912000000000001 -0.031204999999999997
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=-0.011401696491495446 -0.011886108777265297 -0.0080393290299434674 0.035094700469621702 -0.025440419194589899 0.018195369593686478 0.0039423520684637361
leaf_weight=0.0015746317119163479 0.0010530788729376734 0.0016166745186333839 0.0012855452478832555 0.001233870199324412 0.001300930922892262 0.0014363388546788257
leaf_count=405 492 534 236 328 241 885
internal_value=0 0.00143332 0.00437372 0.00819131 -0.00304531 0.0186556
internal_weight=0 0.00844799 0.00687336 0.00525669 0.0025348 0.00272188
internal_count=3121 2629 2224 1690 569 1121
is_linear=0
shrinkage=0.1


Tree=5035
num_leaves=10
num_cat=0
split_feature=147 52 150 2 3 15 52 52 16
split_gain=7.19751e-05 8.66046e-05 6.69575e-05 4.58362e-05 0.000100764 0.000220216 6.41133e-05 6.59385e-05 0.000113736
threshold=1.0000000180025095e-35 0.15116000000000002 0.089910000000000018 0.088850000000000012 -0.08824499999999999 -0.016799999999999995 -0.075329999999999994 0.096795000000000006 -0.29154999999999992
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -5 8 -8
right_child=-2 -3 -4 6 5 -7 7 -9 -10
leaf_value=-0.00058806391956899202 0.00049813381660340024 -0.00059693217589151988 -0.00045848849352877308 0.00062947933113531465 -0.00044387003316525062 0.00074454677088721041 0.0002816901965914917 0.00047398266675565369 -0.00057276715864020824
leaf_weight=0.0011112086866515414 0.0010003741738909425 0.0010133939457006207 0.0010491361611387829 0.0010267423514243451 0.0012500972490719188 0.0011518210008873929 0.0013127037859403689 0.0010839172779661382 0.00110150175583552
leaf_count=339 183 372 192 425 379 558 147 165 361
internal_value=0 -5.32407e-05 7.39157e-06 6.81992e-05 -9.98421e-05 0.000126026 0.000198667 7.22187e-05 -0.000108163
internal_weight=0 0.0101005 0.00908713 0.00803799 0.00351313 0.00240192 0.00452487 0.00349812 0.00241421
internal_count=3121 2938 2566 2374 1276 937 1098 673 508
is_linear=0
shrinkage=0.00196078


Tree=5036
num_leaves=6
num_cat=0
split_feature=4 4 2 48 2
split_gain=1.94406e-05 3.63124e-05 3.51928e-05 4.30974e-05 6.62019e-05
threshold=0.27287000000000006 0.098655000000000007 0.11093500000000002 0.083985000000000018 0.084245000000000014
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.0045856266904903808 0.0103342363040861 -0.015977208297242022 0.014579445295016581 0.012620144274443365 -0.022434227921349581
leaf_weight=0.0018776740664788161 0.0015176511208374798 0.0015098768101318343 0.0015157102091512466 0.0013227344411296357 0.0017536973033601662
leaf_count=697 352 195 327 382 1168
internal_value=0 -0.00201321 0.0012456 -0.0028339 -0.00846307
internal_weight=0 0.00797969 0.00646982 0.00495411 0.00363137
internal_count=3121 2769 2574 2247 1865
is_linear=0
shrinkage=0.1


Tree=5037
num_leaves=8
num_cat=0
split_feature=0 15 15 2 16 48 13
split_gain=1.77691e-05 4.1186e-05 9.63101e-05 5.45511e-05 5.12381e-05 3.60208e-05 3.09123e-05
threshold=-0.019414999999999998 -0.0088349999999999974 -0.074054999999999996 0.090675000000000019 -0.079109999999999986 0.092475000000000016 0.030370000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -3 -5 -2
right_child=6 4 -4 5 -6 -7 -8
leaf_value=-0.01514549988434186 -0.0026506128657755191 -0.0089592124927615185 -0.034134825260635923 -0.0029020830508967033 0.019660919816313099 0.023640412269261807 0.020419980643505767
leaf_weight=0.0014179068871925582 0.0013216505551225772 0.0010808371995011017 0.0010917463918809697 0.001021888233539488 0.0014849344045091946 0.0010232848799254343 0.0010360738422634283
leaf_count=460 207 630 474 372 648 172 158
internal_value=0 -0.00252851 -0.00823658 -7.20852e-05 0.00760462 0.0103782 0.00748748
internal_weight=0 0.0071206 0.00455483 0.00346308 0.00256577 0.00204517 0.00235772
internal_count=3121 2756 1478 1004 1278 544 365
is_linear=0
shrinkage=0.1


Tree=5038
num_leaves=7
num_cat=0
split_feature=50 484 43 13 2 2
split_gain=1.76854e-05 3.29363e-05 3.9048e-05 4.30915e-05 4.02355e-05 6.10821e-05
threshold=0.088425000000000017 0.084040000000000017 -0.14968999999999996 -0.13710499999999998 0.11215000000000001 0.089885000000000007
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=0.012918122365977197 -0.012274680621247688 0.018340159429046023 -0.020009118246653759 -0.0074349991011201967 -0.017165408660952512 0.019594948027803771
leaf_weight=0.0016134149621715452 0.001049276566442642 0.0010197816950379499 0.0013914984927262501 0.0017477395338981543 0.0010227776016502894 0.0016026735712798639
leaf_count=212 560 323 178 977 279 592
internal_value=0 0.00149515 -0.000833127 -0.00468181 0.000195159 0.0054948
internal_weight=0 0.00839789 0.0073781 0.00576469 0.00437319 0.00335041
internal_count=3121 2561 2238 2026 1848 1569
is_linear=0
shrinkage=0.1


Tree=5039
num_leaves=7
num_cat=0
split_feature=4 16 49 133 15 2
split_gain=1.64965e-05 3.05178e-05 4.54761e-05 7.18164e-05 7.87573e-05 4.53754e-05
threshold=0.27287000000000006 -0.088394999999999987 -0.006494999999999999 1.0000000180025095e-35 -0.016799999999999995 0.091545000000000015
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=0.00071946035975724971 0.0095500638547299267 -0.013980158688436837 -0.0033761764563862333 -0.013744930039045221 0.029775334666484091 -0.026215973163100415
leaf_weight=0.0014548642728674352 0.0015093534065646558 0.0012849211122668396 0.0012359777123225383 0.0011374254385217173 0.0017053803290493033 0.0010970047565128001
leaf_count=423 352 414 329 697 680 226
internal_value=0 -0.00185763 0.00242522 0.00759333 0.0158449 -0.0108596
internal_weight=0 0.00791557 0.0053637 0.00407878 0.00294136 0.00255187
internal_count=3121 2769 2120 1706 1009 649
is_linear=0
shrinkage=0.1


Tree=5040
num_leaves=9
num_cat=0
split_feature=4 0 0 133 160 42 1 0
split_gain=3.79247e-05 5.66249e-05 5.0428e-05 6.81298e-05 0.000114671 0.000139009 8.57024e-05 0.000112394
threshold=-0.49405499999999997 1.0000000180025095e-35 -0.053834999999999994 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088060000000000013 0.094385000000000011 -0.20211999999999997
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=-0.00037491794264759334 -0.00044571675999195129 0.00039744940933834905 -0.00042407818131559978 -0.00037408732076091322 -0.00030154025881403416 0.00079410473251777692 -0.00015686121096827407 0.00072298934963914657
leaf_weight=0.0010137269953509687 0.0010351644971996719 0.0013454526127786364 0.00111532011215094 0.0015382177049536455 0.0015759911905604521 0.0012862340397141211 0.0010855499996772489 0.0011490192129063733
leaf_count=156 821 186 186 685 447 378 75 187
internal_value=0 2.28583e-05 -3.45084e-05 2.2139e-05 9.51317e-05 0.000236742 4.86079e-05 0.000295559
internal_weight=0 0.0101309 0.0087855 0.00767018 0.00663501 0.00509679 0.00381056 0.00223457
internal_count=3121 2965 2779 2593 1772 1087 709 262
is_linear=0
shrinkage=0.00196078


Tree=5041
num_leaves=9
num_cat=0
split_feature=42 40 47 50 4 160 49 52
split_gain=3.29027e-05 7.14312e-05 0.000106673 6.93471e-05 9.07588e-05 7.07331e-05 7.23991e-05 0.000157505
threshold=-0.095859999999999987 -0.013874999999999998 0.10904500000000002 0.07826000000000001 0.24564500000000003 -0.027994999999999996 -0.043469999999999995 0.024145000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7 -8
right_child=1 2 -4 -5 -6 6 7 -9
leaf_value=-0.00034469276657237634 0.00047713874215857949 0.00041804354291469795 -0.00063386606453286632 -0.00042460581590850357 0.00058671784772068277 0.00021850112720311177 -0.0007012872157965501 0.00024703781067175859
leaf_weight=0.0010000140040250143 0.0012010592906894482 0.0012592791352603622 0.001005500956280817 0.0010547385182461877 0.0012791246555672372 0.0016312113058551841 0.0016009911616987746 0.0011621065279056471
leaf_count=241 295 453 147 494 232 140 588 531
internal_value=0 2.80106e-05 -3.19729e-05 4.37964e-05 0.000115059 8.34596e-06 -0.000109061 -0.00030244
internal_weight=0 0.010194 0.00899295 0.00798745 0.00693271 0.00565359 0.00439431 0.0027631
internal_count=3121 2880 2585 2438 1944 1712 1259 1119
is_linear=0
shrinkage=0.00196078


Tree=5042
num_leaves=9
num_cat=0
split_feature=48 11 13 12 0 2 16 2
split_gain=5.0928e-05 5.48197e-05 7.40613e-05 6.13496e-05 0.000122041 8.29813e-05 7.66685e-05 5.19141e-05
threshold=-0.024949999999999996 1.0000000180025095e-35 -0.084034999999999985 -0.010834999999999999 -0.053834999999999994 0.11215000000000001 -0.079109999999999986 0.10005000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 7 -4 5 6 -5 -2
right_child=1 -3 3 4 -6 -7 -8 -9
leaf_value=0.0004111662804892414 3.1902987604865855e-05 -0.00046103810717193429 0.00032083761858576289 -0.00019306513666958553 -0.00075386667066340389 -0.00052122487188310535 0.00042746559342631007 0.00058123054668889475
leaf_weight=0.0010079273453538927 0.0015104896477054265 0.0011154728147361329 0.0010332738315329383 0.0015112660678170138 0.0011914960725805555 0.0010337933318402587 0.0015512892024723034 0.0011766869234768993
leaf_count=186 610 230 244 553 243 137 732 186
internal_value=0 -5.10052e-05 -2.31939e-07 -0.000116151 -0.000201541 -4.08873e-05 0.000121255 0.000272448
internal_weight=0 0.0101238 0.0090083 0.00632112 0.00528784 0.00409635 0.00306256 0.00268718
internal_count=3121 2935 2705 1909 1665 1422 1285 796
is_linear=0
shrinkage=0.00196078


Tree=5043
num_leaves=9
num_cat=0
split_feature=48 11 43 12 13 15 12 3
split_gain=5.5421e-05 6.02392e-05 6.29781e-05 0.000100817 7.58924e-05 9.54615e-05 4.39204e-05 4.13659e-05
threshold=-0.015314999999999997 1.0000000180025095e-35 -0.04890499999999999 0.051320000000000005 -0.095304999999999987 -0.03241999999999999 0.096295000000000019 0.097915000000000016
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 7 -5 -6
right_child=1 -3 4 6 5 -7 -8 -9
leaf_value=0.00043299833158096508 0.00068667178450340617 -0.00048338126476481165 0.00018969721722721022 -0.000289388093180807 0.00016679196454123406 -0.00076268449080325233 0.00026949955885838234 -0.00033664142979101944
leaf_weight=0.0010049796705087046 0.0011496980522622473 0.001097941054255736 0.001938224685524906 0.0011702468761196894 0.0012941216399300877 0.001134033499657018 0.0010047498647077384 0.001218199620917626
leaf_count=189 258 230 251 780 296 792 257 68
internal_value=0 -5.00255e-05 3.3794e-06 0.000217039 -0.00012382 -0.00029047 -3.12073e-05 -7.73179e-05
internal_weight=0 0.0100072 0.00890927 0.00332469 0.00558458 0.00364635 0.002175 0.00251232
internal_count=3121 2932 2702 1295 1407 1156 1037 364
is_linear=0
shrinkage=0.00196078


Tree=5044
num_leaves=8
num_cat=0
split_feature=11 4 3 13 3 47 1
split_gain=1.82567e-05 2.5315e-05 6.86611e-05 5.15167e-05 4.14761e-05 6.95295e-05 0.000122825
threshold=1.0000000180025095e-35 -0.083854999999999985 -0.078934999999999991 -0.0034749999999999994 0.12178000000000001 0.092710000000000015 0.094090000000000021
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 -4
right_child=-2 2 4 -5 -6 -7 -8
leaf_value=0.024902146936208291 -0.012251700603823251 -0.025230120888625557 -0.001494017507165022 -0.0039339250439188638 -0.01343111102147451 -0.012720962717507549 0.042490359523912086
leaf_weight=0.0011991778845053106 0.0010868850433855227 0.0010496577455795615 0.0015026546145225884 0.0012817687466282952 0.0011741866881683841 0.0011188199436557101 0.0010993641227045106
leaf_count=271 244 1156 546 244 172 148 340
internal_value=0 0.00151929 -0.00202176 0.0100041 0.00295489 0.00812583 0.0170896
internal_weight=0 0.00842563 0.00594468 0.00248095 0.00489503 0.00372084 0.00260202
internal_count=3121 2877 2362 515 1206 1034 886
is_linear=0
shrinkage=0.1


Tree=5045
num_leaves=9
num_cat=0
split_feature=11 160 48 0 2 3 42 13
split_gain=3.33352e-05 5.18266e-05 7.04367e-05 0.000106684 5.40329e-05 9.31719e-05 5.77699e-05 7.11622e-05
threshold=0.079915000000000014 0.092865000000000017 0.016865000000000002 -0.20211999999999997 0.11237500000000002 0.088060000000000013 0.086325000000000013 -0.0034749999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 7 -1
right_child=-2 -3 3 -5 -6 -7 -8 -9
leaf_value=0.00060597752354079096 -0.00032920349423429241 -0.00038880636619528623 -0.00010363607463171759 0.00073799528451177826 0.00034109020023086639 -0.00057152857598712298 -0.00026454940321119175 -6.5488390958538445e-05
leaf_weight=0.0010580519204160133 0.0010819609063432963 0.0010048817889062164 0.0010253089971073992 0.001330410236465498 0.0012600020966892509 0.0012788712117882666 0.0015201314980441199 0.0014228862434682412
leaf_count=608 199 274 60 447 316 119 736 362
internal_value=0 3.3287e-05 8.0968e-05 0.000371682 -2.37485e-05 -0.000110813 3.64461e-05 0.000220873
internal_weight=0 0.00990054 0.00889566 0.00235572 0.00653994 0.00527994 0.00400107 0.00248094
internal_count=3121 2922 2648 507 2141 1825 1706 970
is_linear=0
shrinkage=0.00196078


Tree=5046
num_leaves=9
num_cat=0
split_feature=48 16 51 42 13 13 0 16
split_gain=3.6328e-05 0.000100037 5.01024e-05 5.81833e-05 6.70976e-05 8.48534e-05 0.000103195 5.30165e-05
threshold=0.11951500000000001 -0.5048999999999999 0.08955500000000001 0.086325000000000013 -0.13710499999999998 -0.0034749999999999994 -0.10607499999999999 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7 -8
right_child=-2 2 -4 -5 5 6 7 -9
leaf_value=0.00059017846704042328 -0.000357453252270663 -0.00030566860215935432 -0.00044284828329860146 -0.00031353133291234101 0.00066769096771783661 0.00042895697381623889 -0.0005505181041770272 7.8260771470808663e-05
leaf_weight=0.0010843990774619993 0.0010372941847324813 0.0012377254166077755 0.0010504922716181751 0.0016466397743693482 0.0011627360584870994 0.0016305660116269125 0.0010148423281744257 0.0010479073908597849
leaf_count=192 114 112 353 916 753 130 310 241
internal_value=0 2.82812e-05 -4.10314e-05 1.35012e-05 0.000101871 0.000205746 6.03153e-05 -0.000231089
internal_weight=0 0.00987531 0.00879091 0.00774042 0.00609378 0.00485605 0.00369332 0.00206275
internal_count=3121 3007 2815 2462 1546 1434 681 551
is_linear=0
shrinkage=0.00196078


Tree=5047
num_leaves=8
num_cat=0
split_feature=52 51 159 1 3 43 4
split_gain=1.65401e-05 4.39525e-05 4.0726e-05 8.5529e-05 9.37096e-05 9.29187e-05 3.81335e-05
threshold=0.11434500000000002 0.087505000000000013 0.082585000000000006 0.10612500000000001 0.0051600000000000005 -0.074359999999999996 -0.083854999999999985
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 5 -6 -7 -8
leaf_value=0.018100984869531191 -0.010621667746745365 -0.017938659816859465 -0.013781929475669306 0.013631804423014933 0.037676606850269141 -0.027979529440585838 -0.005829469060540572
leaf_weight=0.0012412281280717733 0.0012814876678452726 0.0010111074089383778 0.0010605728311229726 0.0010030993661384808 0.0013373525477898135 0.0011540016902511099 0.0014366000838153025
leaf_count=368 501 289 382 127 105 204 1145
internal_value=0 0.00159034 0.00432037 0.00743086 0.016059 -0.00862935 0.00526279
internal_weight=0 0.00824396 0.00723285 0.00617228 0.00401518 0.0021571 0.00267783
internal_count=3121 2620 2331 1949 1618 331 1513
is_linear=0
shrinkage=0.1


Tree=5048
num_leaves=9
num_cat=0
split_feature=48 150 52 51 1 4 2 3
split_gain=4.9952e-05 4.8823e-05 7.33707e-05 7.2796e-05 4.72817e-05 8.63427e-05 0.000101122 3.69558e-05
threshold=-0.024949999999999996 0.089910000000000018 -0.049749999999999996 -0.076794999999999988 0.10752500000000002 -0.0029599999999999995 0.086950000000000013 0.088060000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -4 -6
right_child=1 -3 4 -5 7 -7 -8 -9
leaf_value=0.00039962402327403944 -5.7928636730197185e-05 -0.0004343741742117021 0.00044321424409672492 0.00059402181770277064 0.00038620967775852301 -0.00060707195055954865 -0.00032705212586747496 -0.00014215614759734136
leaf_weight=0.0010251643964315086 0.0013118578041306146 0.001153145401620881 0.0010699556144009097 0.001322075498311395 0.0010343097100476836 0.0015477664801771267 0.0016907224034094202 0.0010019947277049059
leaf_count=186 328 214 705 462 171 422 525 108
internal_value=0 -5.45675e-05 -5.78839e-06 0.000269311 -0.000119992 -0.000236359 -2.85201e-05 0.000126219
internal_weight=0 0.0101318 0.00897868 0.00263393 0.00634475 0.00430844 0.00276068 0.0020363
internal_count=3121 2935 2721 790 1931 1652 1230 279
is_linear=0
shrinkage=0.00196078


Tree=5049
num_leaves=7
num_cat=0
split_feature=4 151 4 47 4 16
split_gain=1.86462e-05 3.0889e-05 5.19775e-05 4.70215e-05 4.56794e-05 3.25041e-05
threshold=0.27287000000000006 -0.024429999999999997 -0.0029599999999999995 0.092165000000000011 -0.084369999999999987 0.11346000000000002
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=0.012106538103786734 0.01005580474656797 -0.01698783417967395 -0.02486369330653997 0.00057406493895693672 0.019347708893803162 0.0059780716697136332
leaf_weight=0.001300586972386668 0.001530431978153105 0.001131101404385763 0.0017809374154121687 0.0012275454836942711 0.0011904681974602908 0.0013539667453659758
leaf_count=451 352 424 485 147 1071 191
internal_value=0 -0.00199364 -0.00473727 -0.0144844 0.00324088 -0.00447507
internal_weight=0 0.00798461 0.00668402 0.00300848 0.00367554 0.00248507
internal_count=3121 2769 2318 632 1686 615
is_linear=0
shrinkage=0.1


Tree=5050
num_leaves=7
num_cat=0
split_feature=1 52 3 0 0 3
split_gain=1.61577e-05 4.63359e-05 0.000114358 4.46251e-05 5.60171e-05 3.91493e-05
threshold=0.10937500000000001 0.10160000000000001 0.090900000000000009 -0.084269999999999984 -0.053834999999999994 0.11296500000000002
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=-0.019106154985591248 0.015458865785762697 -0.020484294652937909 0.027595116932046495 0.019424747560906796 -0.01317255969870848 -0.0069690160575951246
leaf_weight=0.0017472113501257568 0.0018021239281348859 0.0012196043605488234 0.0012427517533556698 0.0010151992083995273 0.0010966537803761348 0.001369956694487388
leaf_count=935 359 493 138 784 223 189
internal_value=0 -0.00297356 0.00121244 -0.00728369 0.00249745 0.00577272
internal_weight=0 0.00632142 0.00510182 0.00385906 0.00211185 0.00317208
internal_count=3121 2573 2080 1942 1007 548
is_linear=0
shrinkage=0.1


Tree=5051
num_leaves=8
num_cat=0
split_feature=50 160 13 12 1 3 13
split_gain=1.57185e-05 3.2321e-05 3.64348e-05 6.21915e-05 5.8294e-05 9.02796e-05 2.93839e-05
threshold=0.088425000000000017 -0.081069999999999989 -0.076599999999999988 0.097825000000000009 0.10727500000000002 -0.0087149999999999988 -0.15714499999999998
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=0.016844269812816896 -0.011556776161062363 -0.00086719617497862445 -0.024915260056846928 0.015096513064447798 -0.030048910091882777 0.013519400159309834 0.021145162404204068
leaf_weight=0.0011666607004069225 0.0010540791414935498 0.0013821513830884792 0.0010944170656673477 0.001066995824138748 0.0012346317387439487 0.0013839936276510397 0.0010804926404569225
leaf_count=455 560 156 702 314 187 159 588
internal_value=0 0.00139747 -0.00109072 -0.00618161 -0.0122962 -0.00345258 0.00879079
internal_weight=0 0.00840934 0.00724268 0.00478004 0.00371304 0.00247841 0.00246264
internal_count=3121 2561 2106 1362 1048 861 744
is_linear=0
shrinkage=0.1


Tree=5052
num_leaves=7
num_cat=0
split_feature=1 42 16 49 160 52
split_gain=1.72926e-05 4.37951e-05 3.61361e-05 3.29739e-05 3.53795e-05 6.61394e-05
threshold=0.12500000000000003 0.091545000000000015 -0.25582999999999995 -0.00064499999999999985 -0.027994999999999996 0.024145000000000003
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=0.014227764036519994 0.010230205576461404 -0.021276529666995794 -0.014473920332587986 0.01827147166494859 -0.018538360980285787 0.012662808964659919
leaf_weight=0.0015913067032131707 0.0013961183815585461 0.0010119596742281384 0.0016954290011967051 0.0010152872911427598 0.0014191444128406889 0.001303338951133679
leaf_count=233 279 601 427 406 692 483
internal_value=0 -0.00182713 0.00097478 -0.00290683 0.00233993 -0.00360137
internal_weight=0 0.00803647 0.00702451 0.0054332 0.00373777 0.00272248
internal_count=3121 2842 2241 2008 1581 1175
is_linear=0
shrinkage=0.1


Tree=5053
num_leaves=7
num_cat=0
split_feature=49 42 3 4 52 1
split_gain=1.58343e-05 4.32832e-05 3.74373e-05 5.65591e-05 4.59612e-05 3.25106e-05
threshold=-0.043469999999999995 0.091545000000000015 0.10893000000000001 0.053180000000000012 0.0031350000000000002 0.098220000000000016
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=-0.003618063393691882 -0.01283639288355411 -0.021560469669064327 -0.010534179475367928 0.021886342978920822 0.013824790374922345 0.02063819917039339
leaf_weight=0.0012255740043813292 0.0016541508106446136 0.0010059786445459603 0.0019775732260908559 0.0014795365216313259 0.0010615439579011311 0.0010062134485410144
leaf_count=216 890 614 193 294 705 209
internal_value=0 -0.00232596 0.00080868 0.00615555 -0.00241474 0.007318
internal_weight=0 0.00717878 0.0061728 0.00419523 0.00271569 0.00223179
internal_count=3121 2696 2082 1889 1595 425
is_linear=0
shrinkage=0.1


Tree=5054
num_leaves=9
num_cat=0
split_feature=159 11 3 15 3 3 4 16
split_gain=3.80386e-05 4.60705e-05 7.39156e-05 5.08319e-05 9.63657e-05 6.61499e-05 6.4396e-05 3.03217e-05
threshold=0.091005000000000016 0.078340000000000007 -0.10519499999999998 0.088345000000000021 -0.049509999999999992 0.086245000000000016 0.033845000000000007 -0.029084999999999996
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=0.00049395735102911013 -0.00036243461600159415 -0.00035756259508022432 -0.00061215985315361961 0.0003574392064163729 0.00038832473023056818 0.00036547709167590456 -0.0003985205513045108 -0.00010988085481693185
leaf_weight=0.0013866126863472383 0.0010368919134066791 0.0010426461783900253 0.0010550051380944156 0.0012757723258684387 0.001479418433973566 0.0010233091469083466 0.0015976097854540957 0.0010404613975145
leaf_count=162 382 187 1174 606 333 69 135 73
internal_value=0 3.22982e-05 7.81865e-05 1.02561e-06 -7.23632e-05 3.8415e-05 -0.00010297 0.000125823
internal_weight=0 0.00990084 0.00885819 0.00747158 0.0061958 0.0051408 0.00366138 0.00206377
internal_count=3121 2739 2552 2390 1784 610 277 142
is_linear=0
shrinkage=0.00196078


Tree=5055
num_leaves=9
num_cat=0
split_feature=11 2 52 2 52 52 3 1
split_gain=3.62896e-05 5.61134e-05 0.000156388 9.30224e-05 8.7468e-05 8.30567e-05 4.80677e-05 5.0427e-05
threshold=0.079915000000000014 0.10912000000000001 0.10160000000000001 0.097070000000000004 0.0031350000000000002 -0.088204999999999992 0.076840000000000006 0.08844500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 5 -3 -1 7 -7
right_child=-2 4 -4 -5 -6 6 -8 -9
leaf_value=-0.00044708932393622546 -0.00034802180472616175 9.2279865026985607e-06 -0.00074875320393225672 0.00060436524315665415 0.00072909483715080366 -0.00036823997860514242 0.00045673987832918792 0.00019801210649183121
leaf_weight=0.001428622129810805 0.0010699218205572842 0.0018232461118702142 0.0010781946620940586 0.0010119439150999433 0.0010075548637685583 0.0010364315013886259 0.0010846895936036417 0.0014513722954519206
leaf_count=363 199 358 443 234 194 896 80 354
internal_value=0 3.20642e-05 -6.11013e-05 6.22007e-05 0.000265447 -4.75028e-05 0.00011229 -3.78913e-05
internal_weight=0 0.00992206 0.00709125 0.00601306 0.0028308 0.00500112 0.00357249 0.0024878
internal_count=3121 2922 2370 1927 552 1693 1330 1250
is_linear=0
shrinkage=0.00196078


Tree=5056
num_leaves=9
num_cat=0
split_feature=159 11 3 133 3 43 16 52
split_gain=5.21399e-05 8.3607e-05 8.42871e-05 0.000101428 0.000134678 9.42593e-05 7.39173e-05 9.7158e-05
threshold=0.091530000000000014 0.079915000000000014 -0.12018999999999998 0.083950000000000011 -0.078934999999999991 -0.070064999999999975 -0.27167499999999994 -0.0064899999999999992
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 -7 -8
right_child=-2 -3 3 -5 5 6 7 -9
leaf_value=0.00059132782458004996 -0.00043437318415309078 -0.00050916586784358747 -0.00074473161703289428 0.00043296721493435073 0.00050747705305865263 -0.00053357400280953004 -0.00030105987573711857 0.00036605833505913983
leaf_weight=0.0011202661193247905 0.0010192894261278765 0.0010029429329348133 0.0010266358526445423 0.0018009305610884275 0.0012300646496067949 0.0011515053157013476 0.0016318029885206272 0.0017282882158014797
leaf_count=116 370 180 761 872 188 130 193 311
internal_value=0 2.97552e-05 8.55381e-05 1.94155e-05 -9.06237e-05 2.63339e-05 -0.000104847 4.20774e-05
internal_weight=0 0.0106924 0.00968949 0.00856923 0.0067683 0.00574166 0.0045116 0.00336009
internal_count=3121 2751 2571 2455 1583 822 634 504
is_linear=0
shrinkage=0.00196078


Tree=5057
num_leaves=7
num_cat=0
split_feature=2 52 133 4 52 4
split_gain=1.79786e-05 9.51049e-05 6.56923e-05 4.1203e-05 4.1068e-05 7.11072e-05
threshold=0.10912000000000001 0.10160000000000001 0.076280000000000014 0.053925000000000008 -0.088204999999999992 -0.0016099999999999997
decision_type=2 2 2 2 2 2
left_child=1 2 4 -2 -1 -6
right_child=3 -3 -4 -5 5 -7
leaf_value=-0.018036913167404994 0.0188045740928168 -0.031266306484463373 0.024419824855961295 -0.0052343457261614622 0.019900597119642656 -0.0099941144176185666
leaf_weight=0.0013102149665702176 0.0014023448696010993 0.0010038045315928171 0.0010719689320846494 0.0014505322232150559 0.0014026515830076929 0.0018386057063363714
leaf_count=322 294 458 697 327 705 318
internal_value=0 -0.0029125 0.00214876 0.0065821 -0.00309655 0.0029428
internal_weight=0 0.00662725 0.00562344 0.00285288 0.00455147 0.00324126
internal_count=3121 2500 2042 621 1345 1023
is_linear=0
shrinkage=0.1


Tree=5058
num_leaves=7
num_cat=0
split_feature=1 16 52 3 0 0
split_gain=1.73055e-05 3.97185e-05 3.18499e-05 9.53165e-05 3.78448e-05 4.68599e-05
threshold=0.10937500000000001 -0.071854999999999988 0.10160000000000001 0.090900000000000009 -0.084269999999999984 -0.053834999999999994
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=-0.018249883114966937 0.017596345579875945 -0.004834206682629765 -0.017580073170662562 0.024650061543939936 0.017170387527429994 -0.01275215146777036
leaf_weight=0.0017409093115393092 0.0015249719287235008 0.001636692554238468 0.0012213977774558774 0.0012287026336258479 0.0010122056164402781 0.0010836913777408329
leaf_count=935 305 243 493 138 784 223
internal_value=0 0.00598477 -0.00308506 0.000409983 -0.00735268 0.00169883
internal_weight=0 0.00316166 0.00628691 0.00506551 0.00383681 0.0020959
internal_count=3121 548 2573 2080 1942 1007
is_linear=0
shrinkage=0.1


Tree=5059
num_leaves=10
num_cat=0
split_feature=15 15 16 2 13 49 13 16 13
split_gain=4.67711e-05 3.71342e-05 4.55553e-05 8.97786e-05 7.64359e-05 4.75994e-05 5.52587e-05 3.96825e-05 1.68704e-05
threshold=0.091650000000000023 -0.24436499999999997 -0.18708499999999997 0.11093500000000002 -0.033284999999999988 -0.006494999999999999 1.0000000180025095e-35 -0.50690499999999983 -0.095304999999999987
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 7 4 8 -6 -7 -3 -4
right_child=-2 2 3 -5 5 6 -8 -9 -10
leaf_value=0.00038502317649888513 -0.00039291044457462343 2.6304839268789085e-06 -0.00015766288789774931 0.0005194981242520948 -0.00020390691199148001 0.00061827382604030877 5.586509651769439e-06 -0.00052316257165321801 -0.00050603221519574882
leaf_weight=0.0010512309815011072 0.0010810823199266109 0.0011536895124114434 0.0010971686807337482 0.0013904309324613761 0.0010142970117883732 0.0011147480938823416 0.0011496136239255265 0.0010578972771014524 0.0010420440718845465
leaf_count=253 497 146 118 254 145 444 306 105 853
internal_value=0 3.62607e-05 -4.3861e-06 7.50342e-05 -3.90321e-05 0.000149091 0.000307213 -0.000248879 -0.000327359
internal_weight=0 0.0100711 0.00901989 0.0068083 0.00541787 0.00327866 0.00226436 0.00221159 0.00213921
internal_count=3121 2624 2371 2120 1866 895 750 251 971
is_linear=0
shrinkage=0.00196078


Tree=5060
num_leaves=8
num_cat=0
split_feature=0 1 2 151 15 4 13
split_gain=1.86058e-05 4.78188e-05 5.3713e-05 6.06575e-05 3.76393e-05 2.76461e-05 1.66882e-05
threshold=-0.061629999999999997 0.083135000000000014 0.089775000000000008 -0.0083949999999999979 -1.0000000180025095e-35 -0.37944499999999992 -0.0025349999999999995
decision_type=2 2 2 2 2 2 2
left_child=1 -1 6 -4 -2 -6 -3
right_child=4 2 3 -5 5 -7 -8
leaf_value=-0.022023304998201168 0.021455188671724718 -0.0023741453985385665 -0.0091203455889528433 0.020336709628074538 -0.011505246527591426 0.010904350867627227 -0.020413663976181964
leaf_weight=0.0011159512729473327 0.0010676052833894106 0.001001739783923416 0.0011122317978198848 0.0018817212273360201 0.0012195372524395312 0.0010034997038216994 0.001050683417283435
leaf_count=1506 267 479 152 250 191 126 150
internal_value=0 -0.00329087 0.000851602 0.00939363 0.00602226 -0.00138934 -0.011609
internal_weight=0 0.00616233 0.00504638 0.00299395 0.00329064 0.00222304 0.00205242
internal_count=3121 2537 1031 402 584 317 629
is_linear=0
shrinkage=0.1


Tree=5061
num_leaves=7
num_cat=0
split_feature=0 1 13 4 3 2
split_gain=1.83476e-05 2.81386e-05 3.08815e-05 6.10026e-05 5.44764e-05 4.9785e-05
threshold=-1.0000000180025095e-35 0.077565000000000009 -0.094514999999999988 -0.0092149999999999992 0.11296500000000002 0.089885000000000007
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=-0.016169728189258228 0.008490224600742639 0.015386221685173904 -0.022821147962175367 0.00046695905825245204 -0.015628152830572204 0.028208346521686817
leaf_weight=0.0012259879373164506 0.001987981704279042 0.0011268057903597766 0.0011814176667957971 0.0017790091028972567 0.0011102377801304741 0.0010165655359207352
leaf_count=1552 325 231 513 249 70 181
internal_value=0 -0.00232426 0.000407363 -0.00291041 0.00311213 0.0105547
internal_weight=0 0.00744002 0.00621404 0.00508723 0.00390581 0.00279557
internal_count=3121 2796 1244 1013 500 430
is_linear=0
shrinkage=0.1


Tree=5062
num_leaves=9
num_cat=0
split_feature=11 43 2 13 13 457 52 1
split_gain=4.19948e-05 5.69819e-05 9.52101e-05 6.03258e-05 3.87559e-05 5.56444e-05 4.85569e-05 3.67686e-05
threshold=0.079915000000000014 -0.04890499999999999 0.096540000000000015 -0.0034749999999999994 -0.095304999999999987 0.082380000000000009 -1.0000000180025095e-35 0.104035
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -3 6 -6 -8
right_child=-2 4 -4 -5 5 -7 7 -9
leaf_value=0.00030432074923146882 -0.00037775933070225765 0.00015007647029706813 0.00074517987448467456 -0.00029732886646891514 -0.00066977163036105285 0.00021727141784776816 -0.00039293663369937393 0.00012533862033364774
leaf_weight=0.0014335078786769876 0.0010285146696490536 0.0019582821329157604 0.0010096201242188419 0.0011585766916894589 0.0010021272380666599 0.0010000899196392107 0.0011026417720341863 0.0010068267051347429
leaf_count=780 199 286 387 225 268 101 783 92
internal_value=0 3.89828e-05 0.000234366 3.54031e-05 -7.69506e-05 -0.000185077 -0.000314395 -0.000145569
internal_weight=0 0.00967167 0.0036017 0.00259208 0.00606997 0.00411169 0.0031116 0.00210947
internal_count=3121 2922 1392 1005 1530 1244 1143 875
is_linear=0
shrinkage=0.00196078


Tree=5063
num_leaves=9
num_cat=0
split_feature=14 15 16 2 160 13 43 4
split_gain=4.33453e-05 5.95313e-05 5.08935e-05 0.000109232 7.89463e-05 7.79995e-05 0.00013076 0.000195369
threshold=-1.0000000180025095e-35 -0.10653 -0.088394999999999987 0.092875000000000013 -0.080719999999999986 -0.084034999999999985 -0.17390999999999998 0.0061450000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 -6 -7 -8
right_child=1 2 4 -5 5 6 7 -9
leaf_value=-0.00038391902628036616 0.00039813601466511949 9.4073572983169136e-05 0.00056211230972894293 -0.00072280708471447318 0.00033744312220854926 0.00032782736921849182 -0.0010764778915376009 0.00012254984965771331
leaf_weight=0.0010755453715409853 0.0014449508916348488 0.0014393184171878756 0.001026757018778128 0.0011183539071651614 0.0014625452421666444 0.0011338255647681704 0.0010847794023838009 0.0010079019297013917
leaf_count=161 388 394 405 200 308 125 980 160
internal_value=0 3.09195e-05 -3.32142e-05 -0.000263111 6.96585e-05 -3.81736e-05 -0.000208437 -0.000498988
internal_weight=0 0.00971843 0.00827348 0.00255767 0.00571581 0.00468905 0.00322651 0.00209268
internal_count=3121 2960 2572 594 1978 1573 1265 1140
is_linear=0
shrinkage=0.00196078


Tree=5064
num_leaves=9
num_cat=0
split_feature=48 16 15 2 48 2 43 2
split_gain=4.78077e-05 9.1121e-05 8.28207e-05 6.28747e-05 6.63277e-05 7.48324e-05 6.20221e-05 2.51161e-05
threshold=0.11951500000000001 -0.5048999999999999 -0.14147499999999996 0.11093500000000002 0.082620000000000013 0.084245000000000014 -0.074359999999999996 0.09678500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 -7
right_child=-2 2 3 -5 -6 7 -8 -9
leaf_value=0.00057435296550042937 -0.00040359095525722001 -0.00052148349767364892 0.00031801398511850648 0.00045215369115902119 0.00034208573616363179 -0.00064921740100874151 -0.00025215825987039532 -0.00021101670031212872
leaf_weight=0.0010973585854900563 0.001023218412474383 0.0011258420996007688 0.0016275923733822281 0.0012406602942610229 0.0014297672368548424 0.0010005285397208324 0.0013352172188258282 0.0010110541668440537
leaf_count=192 114 334 264 292 266 923 463 273
internal_value=0 4.16736e-05 -2.49736e-05 4.81468e-05 -3.01204e-05 -0.000137102 6.10607e-05 -0.000428971
internal_weight=0 0.00986802 0.00877066 0.00764482 0.00640416 0.00497439 0.00296281 0.00201158
internal_count=3121 3007 2815 2481 2189 1923 727 1196
is_linear=0
shrinkage=0.00196078


Tree=5065
num_leaves=9
num_cat=0
split_feature=131 16 160 16 2 2 52 1
split_gain=3.85663e-05 4.72187e-05 9.86236e-05 8.60687e-05 8.5523e-05 7.29694e-05 4.94063e-05 4.05419e-05
threshold=0.088610000000000008 0.0065250000000000004 -0.061914999999999991 -0.056919999999999991 0.11474000000000002 0.092755000000000018 0.091275000000000009 0.089105000000000018
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 7 -4 -1
right_child=-2 2 6 -5 -6 -7 -8 -9
leaf_value=0.00037390181690815771 -0.00036618699563394834 0.00073280292473548009 -0.0002103398167145503 -0.00050914983414834087 0.00051678951487919725 -0.0004742488438774488 0.00033907226848713242 -0.00012243468220025865
leaf_weight=0.0011452924544878007 0.00102550561090881 0.0010078997034697126 0.001562680572148596 0.0013451159098495967 0.0011575541496421757 0.0012764274805746544 0.0010535328836930237 0.0014137473989817
leaf_count=639 443 156 449 613 232 278 47 264
internal_value=0 3.3151e-05 0.000211672 -6.8926e-05 4.96699e-05 -9.1308e-05 1.0905e-05 9.96996e-05
internal_weight=0 0.00996225 0.00362411 0.00633814 0.00499302 0.00383547 0.00261621 0.00255904
internal_count=3121 2678 652 2026 1413 1181 496 903
is_linear=0
shrinkage=0.00196078


Tree=5066
num_leaves=7
num_cat=0
split_feature=11 3 133 16 0 52
split_gain=1.64021e-05 3.19973e-05 4.5316e-05 7.15563e-05 6.0068e-05 7.01979e-05
threshold=0.078340000000000007 -0.12018999999999998 0.083950000000000011 -0.27167499999999994 -0.084144999999999984 -0.0064899999999999992
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=0.017808639725246232 -0.012156839200319135 -0.026911663401909165 0.014920710706926779 -0.0048673147647422636 -0.013309546433799002 0.026068363963934651
leaf_weight=0.0010399599205862115 0.0010011250808387188 0.0011725350806574986 0.0014548050627903588 0.0015747378569918964 0.0018863054718426635 0.0013730883180698497
leaf_count=149 208 219 965 271 837 472
internal_value=0 0.00137573 -0.000914644 -0.00474994 0.000625459 0.00954243
internal_weight=0 0.00850143 0.00746147 0.00600667 0.00483413 0.00294783
internal_count=3121 2913 2764 1799 1580 743
is_linear=0
shrinkage=0.1


Tree=5067
num_leaves=7
num_cat=0
split_feature=50 4 16 52 16 2
split_gain=1.77173e-05 3.25921e-05 3.55268e-05 6.6233e-05 6.34403e-05 4.24693e-05
threshold=0.088425000000000017 0.27834500000000006 -0.079109999999999986 0.091275000000000009 0.064860000000000015 0.091545000000000015
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=0.00035867330308701691 -0.012236886754405566 0.016524218217667114 0.010326976741309613 0.023314851285695385 -0.01731764220292601 -0.025731149537586193
leaf_weight=0.0014963822974691106 0.0010587179782669811 0.0012308840825051431 0.0016803615898973959 0.0012973996866373905 0.001640618618876494 0.0010701181463379354
leaf_count=577 560 315 651 304 464 250
internal_value=0 0.00148897 -0.00108681 0.00415516 -0.00332992 -0.0105196
internal_weight=0 0.00841576 0.00718488 0.00461838 0.00332098 0.0025665
internal_count=3121 2561 2246 1419 1115 827
is_linear=0
shrinkage=0.1


Tree=5068
num_leaves=9
num_cat=0
split_feature=1 52 42 0 2 48 12 0
split_gain=3.26794e-05 6.10839e-05 5.90103e-05 5.26615e-05 6.80295e-05 6.79611e-05 6.28517e-05 4.46801e-05
threshold=0.12500000000000003 0.11434500000000002 0.091735000000000025 -0.077999999999999986 0.089885000000000007 0.084170000000000009 0.09202500000000001 -0.10607499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 -6 -5 -1
right_child=-2 -3 -4 6 5 -7 -8 -9
leaf_value=-2.0930728638439482e-05 0.0002534330907935308 -0.00050339926630297769 -0.00043411424827540028 1.3601374476598636e-05 -0.00018996710736088977 0.00046029548261764647 0.00062685061833550333 -0.00059562211297924626
leaf_weight=0.0010004061215497218 0.0015874187962028026 0.0010210855921509851 0.0010280424145348204 0.0014182450704624543 0.0011462641949671645 0.0013406726181639894 0.0011747866539489091 0.0010833840610386431
leaf_count=113 279 443 440 282 259 155 224 926
internal_value=0 -5.1175e-05 5.19352e-06 6.82368e-05 -5.83876e-05 0.00016058 0.000291437 -0.000319719
internal_weight=0 0.00921289 0.0081918 0.00716376 0.00457073 0.00248694 0.00259303 0.00208379
internal_count=3121 2842 2399 1959 1453 414 506 1039
is_linear=0
shrinkage=0.00196078


Tree=5069
num_leaves=9
num_cat=0
split_feature=11 2 52 2 4 4 2 47
split_gain=3.7155e-05 4.34044e-05 0.000126063 7.42382e-05 6.99317e-05 6.54468e-05 0.000101739 9.18683e-05
threshold=0.079915000000000014 0.10912000000000001 0.10160000000000001 0.09678500000000001 0.033845000000000007 0.0061450000000000003 0.084245000000000014 0.092530000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 5 -3 6 -1 -7
right_child=-2 4 -4 -5 -6 7 -8 -9
leaf_value=0.00016348610368644852 -0.00035681458717858787 0.00056819149217013246 -0.00067824770301701145 0.00054334782525841338 -5.3947997016482141e-05 0.00061606004941874089 -0.00060788117022338118 -0.00018570126890535239
leaf_weight=0.0012330375243746101 0.0010415681372994276 0.0013144245523950178 0.0010438575939326804 0.0010156744629726544 0.001473163741673315 0.0010854430133537686 0.0014081430147166402 0.0011127299450679775
leaf_count=555 199 240 443 239 312 188 847 98
internal_value=0 3.29227e-05 -5.05105e-05 6.1405e-05 0.000239408 -3.97442e-05 -0.000247768 0.000210203
internal_weight=0 0.00968647 0.00689889 0.00585503 0.00278759 0.00483935 0.00264118 0.00219817
internal_count=3121 2922 2370 1927 552 1688 1402 286
is_linear=0
shrinkage=0.00196078


Tree=5070
num_leaves=8
num_cat=0
split_feature=15 0 13 15 15 150 15
split_gain=4.45472e-05 3.95708e-05 7.78407e-05 5.26124e-05 0.000117084 0.000107368 6.65308e-05
threshold=-0.24436499999999997 -0.019414999999999998 -0.029529999999999997 -0.0088349999999999974 0.024640000000000006 0.081835000000000019 -0.10091499999999999
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 6 -2
right_child=1 2 -4 4 -6 -7 -8
leaf_value=0.00038598094397979853 -0.00018679978071902128 -0.0002429504816482638 0.00046229773538312378 0.00062550924664371826 -0.00020373259163389813 0.00018601166880227626 -0.00078130261680445299
leaf_weight=0.0010206817321751225 0.0015115683941089434 0.0010299932393068034 0.0014470335518888223 0.0010087196700789799 0.001864862158971555 0.0014238702538721423 0.001388556899967708
leaf_count=253 298 67 227 153 1125 309 689
internal_value=0 -4.47185e-05 0.000169043 -0.000118284 8.7358e-05 -0.000254946 -0.000471443
internal_weight=0 0.0096746 0.00247703 0.00719758 0.00287358 0.004324 0.00290013
internal_count=3121 2868 294 2574 1278 1296 987
is_linear=0
shrinkage=0.00196078


Tree=5071
num_leaves=9
num_cat=0
split_feature=159 12 3 49 15 3 15 3
split_gain=3.49174e-05 5.43039e-05 0.000108196 7.32228e-05 7.85813e-05 0.000125698 6.88236e-05 4.56925e-05
threshold=0.091005000000000016 0.09334000000000002 -0.10831999999999999 -0.006494999999999999 -0.016799999999999995 0.095270000000000007 -0.074054999999999996 -0.08824499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 6 5 -5 -4 -3
right_child=-2 7 3 4 -6 -7 -8 -9
leaf_value=0.00062061967588581204 -0.00034897466289100391 -0.00051291360623807551 6.2048694781732431e-05 0.00040629565700213503 0.00046849087205309159 -0.00054333239307900792 -0.00063279682799793121 1.361675688771526e-05
leaf_weight=0.0013199704944537472 0.0010520529076440488 0.0011357597566046364 0.0010961043571735896 0.0010258989244952181 0.0017669659608134615 0.0011219789337258926 0.0010960964670385491 0.0014333591064284127
leaf_count=173 382 222 184 493 793 110 253 511
internal_value=0 2.65697e-05 0.000111569 1.54308e-06 0.000162208 -8.9758e-05 -0.000285373 -0.000219153
internal_weight=0 0.00999613 0.00742702 0.00610704 0.00391484 0.00214788 0.0021922 0.00256912
internal_count=3121 2739 2006 1833 1396 603 437 733
is_linear=0
shrinkage=0.00196078


Tree=5072
num_leaves=7
num_cat=0
split_feature=1 457 151 2 12 1
split_gain=1.76785e-05 4.02402e-05 4.28707e-05 6.87163e-05 5.17147e-05 0.000117353
threshold=0.12500000000000003 0.045365000000000009 -0.0017399999999999998 0.11293500000000002 0.095330000000000012 0.083835000000000007
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=-0.023786400729771198 0.010238391546480314 0.013988049682936153 0.01621676987975771 0.02188254283987744 -0.02394479077501525 -0.020808291621200885
leaf_weight=0.0010288002699774682 0.0014191814398221052 0.0013384879269618859 0.0019113115492631302 0.0010226849925837897 0.0012720201660999762 0.0015505185398790894
leaf_count=305 279 271 1048 271 427 520
internal_value=0 -0.00185827 -0.00498415 -0.00162383 -0.00670207 -0.000366379
internal_weight=0 0.00812382 0.00678534 0.00575654 0.00473385 0.00346183
internal_count=3121 2842 2571 2266 1995 1568
is_linear=0
shrinkage=0.1


Tree=5073
num_leaves=8
num_cat=0
split_feature=48 16 15 2 47 4 12
split_gain=3.02766e-05 0.000100026 4.88251e-05 7.06011e-05 7.74672e-05 9.89074e-05 6.32149e-05
threshold=0.11951500000000001 -0.5048999999999999 -0.14147499999999996 0.11093500000000002 0.085270000000000026 -0.35136499999999998 0.084100000000000022
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=0.00059708501495787003 -0.00033442264377517435 -0.00043572353089321952 -0.00073221327026760062 0.00044535432015893345 0.00031012422082938381 0.00019575375251986311 -0.00032306440200281864
leaf_weight=0.0010427688525757517 0.0010012125738577344 0.0010809344522942251 0.0010403805710584506 0.0012017096502896186 0.0015221928466571883 0.0019344613191469987 0.0016932546730685234
leaf_count=192 114 334 160 292 200 397 1432
internal_value=0 2.40398e-05 -4.64852e-05 1.04333e-05 -7.39972e-05 -0.000199253 -4.64072e-05
internal_weight=0 0.0095157 0.00847293 0.007392 0.00619029 0.0046681 0.00362772
internal_count=3121 3007 2815 2481 2189 1989 1829
is_linear=0
shrinkage=0.00196078


Tree=5074
num_leaves=9
num_cat=0
split_feature=133 0 0 42 15 0 151 16
split_gain=3.55653e-05 5.4148e-05 4.7819e-05 7.78961e-05 6.34422e-05 7.83583e-05 9.3972e-05 9.93231e-05
threshold=0.099660000000000012 1.0000000180025095e-35 -0.053834999999999994 0.091295000000000015 1.0000000180025095e-35 -0.10151999999999999 -0.044604999999999992 -0.101115
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=-0.00033299355361698674 -0.00035851445012032707 0.00034281154417066772 -0.00041964204422701893 0.00049024869115368895 -0.00046600870350257674 -0.00044916222731745031 0.00082502551935789833 5.151091726998268e-05
leaf_weight=0.0010396012299150759 0.0010031561446931644 0.0017415905005454682 0.0010933338243694834 0.0011406752776904755 0.0012285759569305279 0.0010116197493101439 0.0010671783079050346 0.0015878083996190718
leaf_count=122 483 292 174 342 686 742 150 130
internal_value=0 2.89184e-05 -3.80037e-05 2.09689e-05 -6.92275e-05 3.4354e-05 0.000166746 0.000362427
internal_weight=0 0.00991038 0.00816879 0.00707546 0.00593478 0.00470621 0.00369459 0.00265499
internal_count=3121 2638 2346 2172 1830 1144 402 280
is_linear=0
shrinkage=0.00196078


Tree=5075
num_leaves=7
num_cat=0
split_feature=1 0 12 47 4 48
split_gain=1.76423e-05 4.59993e-05 3.19005e-05 4.42521e-05 9.13149e-05 7.45028e-05
threshold=0.077565000000000009 0.062580000000000011 -0.010834999999999999 0.092530000000000015 -0.011209999999999999 0.085325000000000012
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=-0.019566247458759473 0.018431889161703598 0.0060284807205769871 -0.015939225496394534 -0.016080644010834057 0.026780900623884659 -0.0069683067120137098
leaf_weight=0.0013997643046301086 0.001082781195143539 0.0014089963763288269 0.0014359049234198584 0.0013527495868631677 0.0018651130844720512 0.0010074004873079218
leaf_count=1565 343 71 582 207 263 90
internal_value=0 -0.00672682 0.00270568 -0.000302193 0.0046519 0.0149449
internal_weight=0 0.00280876 0.00674395 0.00566117 0.00430842 0.00287251
internal_count=3121 1636 1485 1142 935 353
is_linear=0
shrinkage=0.1


Tree=5076
num_leaves=7
num_cat=0
split_feature=11 43 12 13 52 16
split_gain=1.49966e-05 3.23766e-05 5.96435e-05 3.35632e-05 4.73332e-05 5.58771e-05
threshold=0.078065000000000009 -0.04890499999999999 0.051320000000000005 -0.095304999999999987 -0.0064899999999999992 -0.16075999999999999
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=0.027335728177525578 -0.011418283579053072 0.008031115850361337 -0.0012944906235585084 -0.022410041334350702 -0.015852286797075222 0.016526323720277885
leaf_weight=0.0011656823656650229 0.001036000410919038 0.0017471784560819199 0.0019363006135679874 0.0015051775180286563 0.0010395190670815352 0.0010938150371863366
leaf_count=286 211 284 1097 307 148 788
internal_value=0 0.00132627 0.00946435 -0.003361 -0.00883139 0.000749056
internal_weight=0 0.00848767 0.00310198 0.00538569 0.00363851 0.00213333
internal_count=3121 2910 1383 1527 1243 936
is_linear=0
shrinkage=0.1


Tree=5077
num_leaves=9
num_cat=0
split_feature=42 43 16 52 160 160 4 4
split_gain=5.02084e-05 8.97333e-05 0.000100011 8.28075e-05 9.69622e-05 0.000121431 0.000116461 5.12585e-05
threshold=-0.095859999999999987 -0.17390999999999998 0.22339500000000004 -0.081429999999999989 -0.079874999999999988 0.050340000000000003 -0.00059999999999999995 0.24564500000000003
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=-0.00041283926865066039 0.00055817069264326303 0.0004738242503582101 -0.0005011277364163247 -0.00057903605078950715 0.00066775257668827089 -0.00053340166279712596 -0.00034513715066499158 0.00020140119727856822
leaf_weight=0.0010496364522953302 0.0011322384004010559 0.0015073121295202515 0.0014415482888276449 0.0010586528724187425 0.0014554516091768157 0.001024854040016461 0.0011036030391907384 0.0016404552976370301
leaf_count=241 125 340 381 513 858 191 209 263
internal_value=0 3.7196e-05 -2.66987e-05 6.10912e-05 -3.79245e-05 7.17251e-05 0.000219401 -1.84051e-05
internal_weight=0 0.0103641 0.00923188 0.00779033 0.00628302 0.00522436 0.00419951 0.00274406
internal_count=3121 2880 2755 2374 2034 1521 1330 472
is_linear=0
shrinkage=0.00196078


Tree=5078
num_leaves=10
num_cat=0
split_feature=147 159 15 3 150 49 16 16 12
split_gain=6.95309e-05 8.18162e-05 6.89447e-05 6.28495e-05 9.0806e-05 7.7037e-05 0.000120082 8.33066e-05 2.84592e-05
threshold=1.0000000180025095e-35 -1.0000000180025095e-35 -0.15026499999999995 0.14121000000000003 0.087170000000000011 -0.0090649999999999984 -0.088394999999999987 -0.008069999999999999 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7 -8 -9
right_child=-2 2 3 -5 -6 6 7 8 -10
leaf_value=-0.00057352683788381928 0.0004789870103991247 0.00042737188818393049 0.00045078023786692588 0.00036301114248311173 -0.00064663161104851121 -0.00061122580803592177 0.00052912624534556688 9.030398180775488e-05 -0.00033668456011932382
leaf_weight=0.0010603947190405303 0.0010205359946570984 0.0012624725119543502 0.0010276809362318373 0.0011360005820861968 0.0011176421514941196 0.0014581248805987097 0.0010233275839888912 0.0011199696585205974 0.0012929815353321329
leaf_count=502 183 311 184 82 203 412 676 123 445
internal_value=0 -5.71168e-05 9.02541e-07 -6.49516e-05 -0.000134012 -3.72681e-05 -0.000139744 6.03211e-05 -0.000138498
internal_weight=0 0.0104986 0.0094382 0.00817573 0.00703973 0.00592208 0.0048944 0.00343628 0.00241295
internal_count=3121 2938 2436 2125 2043 1840 1656 1244 568
is_linear=0
shrinkage=0.00196078


Tree=5079
num_leaves=8
num_cat=0
split_feature=159 15 0 48 15 4 12
split_gain=1.87768e-05 3.29204e-05 4.52081e-05 9.09537e-05 7.74737e-05 5.38684e-05 4.46921e-05
threshold=-1.0000000180025095e-35 -0.15026499999999995 -0.15350499999999997 0.082620000000000013 -0.016799999999999995 -0.35136499999999998 0.088365000000000013
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=-0.013007182634283524 0.017926428305829148 -0.016308510508491029 -0.023448533568092574 0.029762204096929753 -0.013299460348205033 0.025183915828176445 -0.0017028451476128687
leaf_weight=0.0010035126378110009 0.0010623394741035583 0.0015158539640399548 0.0013149744299858837 0.0010492192399252564 0.001122944769410209 0.0013722872716850957 0.001125115134150837
leaf_count=509 321 144 487 381 149 558 572
internal_value=0 0.00145101 -0.000882534 0.00302479 -0.00265942 0.00489155 0.013071
internal_weight=0 0.00856273 0.00750039 0.00598454 0.00493532 0.00362035 0.0024974
internal_count=3121 2612 2291 2147 1766 1279 1130
is_linear=0
shrinkage=0.1


Tree=5080
num_leaves=9
num_cat=0
split_feature=42 43 16 52 160 160 4 4
split_gain=5.64763e-05 9.561e-05 0.000100238 5.28278e-05 0.000116596 0.000148852 9.17465e-05 4.34682e-05
threshold=-0.095859999999999987 -0.17390999999999998 0.22339500000000004 -0.081429999999999989 0.050340000000000003 -0.079874999999999988 -0.00059999999999999995 0.24564500000000003
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 -7 -8
right_child=1 2 -4 4 -6 6 7 -9
leaf_value=-0.00044662263775387812 0.00058346251787734363 0.00039638318964434763 -0.0005072392829413722 -0.00056270625300815409 -0.00062654826754480976 0.00067163575727538255 -0.00025124294113845552 0.00026013406037834439
leaf_weight=0.0010021300399554794 0.0011132489003002474 0.0014747633260094022 0.0014028104140101872 0.0010314662544040716 0.0010079955893203454 0.0014287024023326507 0.0010645697450472982 0.0015989079308152904
leaf_count=241 125 340 381 513 191 858 209 263
internal_value=0 4.13547e-05 -2.56323e-05 6.3188e-05 -1.69511e-05 0.000102977 0.000270768 5.5741e-05
internal_weight=0 0.0101225 0.00900922 0.00760641 0.00613164 0.00512365 0.00409218 0.00266348
internal_count=3121 2880 2755 2374 2034 1843 1330 472
is_linear=0
shrinkage=0.00196078


Tree=5081
num_leaves=7
num_cat=0
split_feature=1 0 15 3 2 1
split_gain=1.90942e-05 4.26177e-05 3.31869e-05 5.5297e-05 5.12881e-05 5.98057e-05
threshold=0.077565000000000009 0.062580000000000011 1.0000000180025095e-35 -0.10519499999999998 0.089775000000000008 0.11181500000000001
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=-0.019268038878471026 0.026401043436342808 0.0053112048092179912 -0.011079294621878653 -0.010790904793297194 0.02729887875271474 -0.0047102315386238439
leaf_weight=0.0014093474324883995 0.0010970488548158654 0.0014123720353481273 0.0013667363088035603 0.0019384523678933874 0.0011616298668985156 0.0011732601888196389
leaf_count=1565 214 71 433 446 171 221
internal_value=0 -0.00696524 0.00283325 0.00637392 0.00123257 0.0112146
internal_weight=0 0.00282172 0.00673713 0.00537039 0.00427334 0.00233489
internal_count=3121 1636 1485 1052 838 392
is_linear=0
shrinkage=0.1


Tree=5082
num_leaves=9
num_cat=0
split_feature=42 43 16 14 2 16 3 2
split_gain=7.38128e-05 9.34118e-05 6.97559e-05 6.09098e-05 8.46325e-05 5.23472e-05 5.01501e-05 8.31888e-05
threshold=-0.095859999999999987 -0.17390999999999998 0.22339500000000004 -1.0000000180025095e-35 0.099185000000000009 -0.36241499999999999 -0.078934999999999991 0.083795000000000022
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 -6 -5 -8
right_child=1 2 -4 4 5 -7 7 -9
leaf_value=-0.00051680928715629323 0.00057651140154767481 -0.00039757475400687759 -0.00042656421087208086 -0.00033982182362842699 0.00011595981552306568 0.00070303364750550835 0.00046215785683878833 -0.00022420393021682574
leaf_weight=0.0010025751613447096 0.0011140879954972928 0.0010153076917563493 0.0014058053091376681 0.0014704646571399469 0.0011365501306875212 0.0012009832590919403 0.0013220984368330201 0.0013955662185337666
leaf_count=241 125 134 381 1146 187 311 322 274
internal_value=0 4.11012e-05 -2.55701e-05 4.91841e-05 0.000118694 0.000417588 -4.81287e-05 0.0001097
internal_weight=0 0.0100609 0.00894678 0.00754097 0.00652566 0.00233753 0.00418813 0.00271766
internal_count=3121 2880 2755 2374 2240 498 1742 596
is_linear=0
shrinkage=0.00196078


Tree=5083
num_leaves=7
num_cat=0
split_feature=11 43 13 2 4 4
split_gain=1.85643e-05 2.86069e-05 5.83952e-05 2.84414e-05 3.46854e-05 7.96994e-05
threshold=0.078340000000000007 -0.04890499999999999 -0.0030199999999999997 0.089885000000000007 0.055260000000000011 -0.059649999999999988
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=0.022054636825634709 -0.012888066459717793 -0.014458341117102938 -0.0052241757959270128 -0.0071216196576192438 -0.01062623715252415 0.029445607751515942
leaf_weight=0.0016444059383690325 0.0010089645362257099 0.0015383854684776978 0.0015010849035350382 0.0013568054728555021 0.0014477620095027415 0.0010630037615352926
leaf_count=1027 208 823 359 235 264 205
internal_value=0 0.00145428 0.0090367 -0.00295759 0.001617 0.00894208
internal_weight=0 0.00855145 0.00314549 0.00540596 0.00386757 0.00241981
internal_count=3121 2913 1386 1527 704 440
is_linear=0
shrinkage=0.1


Tree=5084
num_leaves=8
num_cat=0
split_feature=133 0 0 16 16 12 0
split_gain=4.07963e-05 5.80008e-05 3.79394e-05 7.35339e-05 6.39762e-05 4.79015e-05 0.000108451
threshold=0.099660000000000012 1.0000000180025095e-35 -0.053834999999999994 0.013515000000000001 -0.056919999999999991 0.088365000000000013 -0.20211999999999997
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=-0.00022865721689843642 -0.00037691475607508725 0.00036194464504528856 -0.00037523544290191975 0.00043767473241696555 -0.00048605061469304356 -0.00028993180469957558 0.00049421379415964025
leaf_weight=0.0014940664667456036 0.0010104223829069938 0.0017364561415569814 0.0010794332566967232 0.0013140278355175984 0.0011678859994225365 0.0012907504692391682 0.0017125880413721918
leaf_count=109 483 292 174 351 597 468 647
internal_value=0 3.69007e-05 -3.3138e-05 1.97714e-05 -7.71586e-05 2.90225e-05 0.000157409
internal_weight=0 0.00979521 0.00805875 0.00697932 0.00566529 0.0044974 0.00320665
internal_count=3121 2638 2346 2172 1821 1224 756
is_linear=0
shrinkage=0.00196078


Tree=5085
num_leaves=8
num_cat=0
split_feature=14 15 43 42 2 2 3
split_gain=4.57432e-05 7.12192e-05 3.4314e-05 6.96184e-05 0.000104669 0.000146889 4.90238e-05
threshold=-1.0000000180025095e-35 -0.10653 -0.17390999999999998 0.086325000000000013 0.084245000000000014 0.099185000000000009 0.12178000000000001
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=-0.00038290353735583662 0.0004282838454331998 0.00022365297605083254 0.0004661509647462322 -0.00047249761530902828 -0.00056423976455237477 0.00049343622524004459 -9.8064409133164686e-05
leaf_weight=0.0011268460252664468 0.0014960568110060123 0.0015915330773755747 0.0014122772406543098 0.0014804544039643966 0.0018265845463777764 0.0010553526334975694 0.0011004354128548721
leaf_count=161 388 182 379 931 688 310 82
internal_value=0 3.3898e-05 -3.57901e-05 -9.58491e-05 7.51456e-06 -0.000155133 0.000191501
internal_weight=0 0.00996269 0.00846664 0.0068751 0.00539465 0.00398237 0.00215579
internal_count=3121 2960 2572 2390 1459 1080 392
is_linear=0
shrinkage=0.00196078


Tree=5086
num_leaves=9
num_cat=0
split_feature=11 43 2 133 16 1 1 13
split_gain=6.15213e-05 5.67801e-05 9.22094e-05 7.72023e-05 7.57649e-05 7.38925e-05 9.01396e-05 7.08069e-05
threshold=0.081365000000000007 -0.04890499999999999 0.096540000000000015 -0.0061299999999999992 0.033715000000000009 0.086560000000000012 0.10508500000000001 -0.0034749999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 7 -3 5 -5 -7 -1
right_child=-2 3 -4 4 -6 6 -8 -9
leaf_value=0.00031441302257255194 -0.00047909842033670643 -0.0005797759436420273 0.00070707044170323743 0.00054224490302474666 -0.00036683992029140763 -0.00042055259616559701 0.00028342194897754564 -0.00031109545789643876
leaf_weight=0.0015256889323909397 0.0010131445962664543 0.0010191588185943356 0.0010640636534480601 0.0012537501225577691 0.0015199677446409068 0.0012589201493231556 0.0015731252238672389 0.0012790918371128792
leaf_count=784 178 727 392 287 156 171 197 229
internal_value=0 2.68666e-05 0.000215606 -8.33539e-05 6.89841e-06 0.000145934 -2.95136e-05 2.91562e-05
internal_weight=0 0.0104938 0.00386884 0.00662492 0.00560576 0.0040858 0.00283205 0.00280478
internal_count=3121 2943 1405 1538 811 655 368 1013
is_linear=0
shrinkage=0.00196078


Tree=5087
num_leaves=9
num_cat=0
split_feature=11 3 133 1 0 3 0 16
split_gain=0.000109136 8.4869e-05 7.64595e-05 0.000105221 8.6395e-05 7.46443e-05 5.38108e-05 3.38277e-05
threshold=0.081365000000000007 -0.12018999999999998 0.083950000000000011 0.095285000000000022 -0.13455999999999999 0.10893000000000001 -0.10151999999999999 -0.071854999999999988
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -5 -7
right_child=-2 2 -4 5 -6 7 -8 -9
leaf_value=0.00049591351937642051 -0.00062467930250712476 -2.574462585042446e-05 0.00033941458610592075 0.00061005568198287282 -0.00072327694542036202 4.3376719262266499e-05 1.1313223541955286e-05 -0.00044931305587577478
leaf_weight=0.0014116793791733437 0.00101492899177853 0.0012326930021778601 0.001809202002624675 0.0011896302542772795 0.0015300456116680461 0.0011410495677080749 0.0011208102160346822 0.0010100436955283731
leaf_count=178 178 106 965 97 1118 151 249 79
internal_value=0 4.8812e-05 -2.10575e-05 -0.000111332 -0.000412048 7.48823e-05 0.000319602 -0.000187965
internal_weight=0 0.0104452 0.00903347 0.00722427 0.00276274 0.00446153 0.00231044 0.00215109
internal_count=3121 2943 2765 1800 1224 576 346 230
is_linear=0
shrinkage=0.00196078


Tree=5088
num_leaves=7
num_cat=0
split_feature=4 1 12 52 49 0
split_gain=1.73654e-05 5.51183e-05 3.14835e-05 5.54812e-05 7.15261e-05 7.95705e-05
threshold=0.24564500000000003 0.111945 0.098810000000000023 0.091275000000000009 -0.048674999999999989 -0.083914999999999976
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=0.01373024626914561 -0.0088233882345729875 0.023054189689793995 -0.017451409999145396 0.017418223209356702 0.0011880569371145661 -0.029664680641803071
leaf_weight=0.0014611127346011443 0.001041123355937697 0.0011323303069606622 0.0011680618464579833 0.0014722938337524416 0.0018496971821207098 0.0015251861484521262
leaf_count=271 150 276 404 497 743 780
internal_value=0 0.00778426 -0.00237078 0.000421599 -0.00475294 -0.012755
internal_weight=0 0.00217345 0.00747635 0.00630829 0.004836 0.00337488
internal_count=3121 426 2695 2291 1794 1523
is_linear=0
shrinkage=0.1


Tree=5089
num_leaves=8
num_cat=0
split_feature=52 51 0 47 2 2 13
split_gain=2.04091e-05 4.57352e-05 3.2598e-05 6.21091e-05 4.97466e-05 4.04475e-05 2.51135e-05
threshold=0.11434500000000002 0.087505000000000013 -0.062294999999999996 0.092530000000000015 0.084055000000000005 0.096540000000000015 -0.0021749999999999994
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=0.020612291710220259 -0.01173401576972471 -0.018111325475662628 0.001075753669738174 -0.021250705057992935 -0.014328526424637174 0.025743406543160898 0.0073151704925391615
leaf_weight=0.001395246534835708 0.0012990118110379886 0.0010182164692383181 0.0013368517321837939 0.0011041311843719374 0.001086231199995943 0.0013220934636029222 0.0010585201410283798
leaf_count=499 501 289 176 203 899 247 307
internal_value=0 0.00174335 0.00451154 -0.000543735 0.0059148 0.0133411 -0.0036465
internal_weight=0 0.00832129 0.00730307 0.00464413 0.00354 0.00265895 0.00214475
internal_count=3121 2620 2331 1908 1705 423 1206
is_linear=0
shrinkage=0.1


Tree=5090
num_leaves=8
num_cat=0
split_feature=14 15 43 51 43 48 16
split_gain=3.60452e-05 8.7392e-05 3.26419e-05 6.24812e-05 0.000119004 6.00413e-05 7.69851e-05
threshold=-1.0000000180025095e-35 -0.10653 -0.17390999999999998 -0.090529999999999985 -0.0037449999999999996 0.086260000000000017 -0.088159999999999988
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=-0.00033986334408537091 0.00046898729571625831 0.00020985740486079447 0.00034409417243108902 -0.00064257058418837895 0.00047579850284316266 -0.0003746117373182304 -0.00015357220175085811
leaf_weight=0.0011089337702981763 0.0014994318574049854 0.0015724830037080594 0.0010202671367099264 0.0015732472727355935 0.0013945255528310147 0.0012376570006362724 0.001609814962101639
leaf_count=161 388 182 336 1295 239 122 398
internal_value=0 3.29053e-05 -4.4863e-05 -0.00010346 -0.000181983 -1.11623e-05 0.000138563
internal_weight=0 0.00990743 0.00840799 0.00683551 0.00581524 0.004242 0.00300434
internal_count=3121 2960 2572 2390 2054 759 637
is_linear=0
shrinkage=0.00196078


Tree=5091
num_leaves=9
num_cat=0
split_feature=48 16 52 0 0 2 12 52
split_gain=4.18668e-05 0.000116148 6.54147e-05 5.1229e-05 7.87643e-05 6.62254e-05 5.39189e-05 3.26023e-05
threshold=0.11951500000000001 -0.5048999999999999 0.11434500000000002 -0.077999999999999986 -0.10607499999999999 0.086285000000000014 0.09202500000000001 -0.024714999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 -5
right_child=-2 2 -4 6 -6 -7 -8 -9
leaf_value=0.00062848117295056887 -0.00038182097757026546 0.00043616419960123334 -0.0005011606379166241 -0.00026837248934979892 -0.00055039674989533884 -0.00018686481136739939 0.00046877416761381604 0.00021730012005812847
leaf_weight=0.0011078786968709937 0.0010480914805646923 0.0010483565353256734 0.0010636203494474332 0.0010189535521407907 0.0012211823307884738 0.0017524050229576413 0.0015156141190157558 0.0011105830366337666
leaf_count=192 114 91 437 247 1226 226 453 135
internal_value=0 3.04155e-05 -4.54757e-05 1.77394e-05 -0.000134846 4.6342e-05 0.000186097 -1.50874e-05
internal_weight=0 0.00983859 0.00873071 0.00766709 0.00402194 0.00280076 0.00364515 0.00212954
internal_count=3121 3007 2815 2378 1543 317 835 382
is_linear=0
shrinkage=0.00196078


Tree=5092
num_leaves=8
num_cat=0
split_feature=52 160 160 15 16 0 4
split_gain=5.18235e-05 8.9715e-05 8.43507e-05 8.93186e-05 6.46376e-05 6.25036e-05 8.17961e-05
threshold=-0.046924999999999988 -1.0000000180025095e-35 -0.027994999999999996 -0.053579999999999996 -0.056919999999999991 -0.11756999999999999 0.053180000000000012
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=0.00063553324805810094 -0.00054421971838927697 -0.00015572463243618154 0.0003299933125541161 -0.00037009708370186191 -0.00030756020060279134 1.8236499569295832e-05 0.00074272113786674364
leaf_weight=0.001088073993557921 0.0014524380711495484 0.0016730033360806531 0.0014529594573437896 0.0013531404274997781 0.0018245268529908255 0.0013632047527247148 0.0010689780669132449
leaf_count=186 743 200 422 345 206 815 204
internal_value=0 -0.000107464 0.000172098 -7.60002e-06 -4.83495e-07 0.000135995 0.000336658
internal_weight=0 0.00738215 0.00389417 0.0028061 0.00592971 0.00410519 0.00243218
internal_count=3121 2168 953 767 1425 1219 1019
is_linear=0
shrinkage=0.00196078


Tree=5093
num_leaves=8
num_cat=0
split_feature=16 47 4 2 2 13 1
split_gain=1.90237e-05 4.65849e-05 8.03026e-05 5.9302e-05 4.95679e-05 9.37815e-05 1.03074e-05
threshold=-0.5048999999999999 0.11402500000000002 0.055260000000000011 0.11093500000000002 0.092875000000000013 -0.033284999999999988 0.089105000000000018
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=0.010992477583442739 -0.020451689270272411 0.017504804581419155 -0.025272282627752402 0.020580120770201955 -0.020036459677939215 0.022687621384981801 0.00833500398778882
leaf_weight=0.001335683245248096 0.0011372292985070685 0.0010808659704639656 0.0015096510624174305 0.0011845458446202084 0.0014200373557957937 0.0010004906785128095 0.0010009747899751096
leaf_count=222 940 120 435 244 462 533 165
internal_value=0 -0.00186263 -0.00474886 0.000645833 -0.00453391 0.00247989 0.0155096
internal_weight=0 0.0083338 0.00725293 0.00574328 0.00455873 0.00313869 0.00200147
internal_count=3121 2899 2779 2344 2100 1638 698
is_linear=0
shrinkage=0.1


Tree=5094
num_leaves=8
num_cat=0
split_feature=11 3 133 1 0 3 16
split_gain=4.58061e-05 4.05517e-05 4.85534e-05 8.60264e-05 0.000111485 5.77962e-05 3.10116e-05
threshold=0.080455000000000013 -0.12018999999999998 0.083950000000000011 0.095285000000000022 -0.13455999999999999 0.083060000000000009 -0.061854999999999993
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5 -7
right_child=-2 2 -4 5 -6 6 -8
leaf_value=0.00034372883667773964 -0.00040996470333666123 6.3345104610061374e-05 0.00027733830978745309 0.00036490359832774301 -0.00074411429770296095 9.0211999420352474e-05 -0.00033465779867752123
leaf_weight=0.0013650943770540493 0.0010025080981485831 0.0012224326644511897 0.0016996327942142538 0.0016623393184725535 0.0014222903879306608 0.0014687710940126889 0.0012002414859502708
leaf_count=167 189 106 965 296 1118 179 101
internal_value=0 2.95901e-05 -1.98386e-05 -9.2242e-05 -0.000370894 7.79027e-05 -0.00010085
internal_weight=0 0.0100408 0.00867571 0.00697607 0.00264472 0.00433135 0.00266901
internal_count=3121 2932 2765 1800 1224 576 280
is_linear=0
shrinkage=0.00196078


Tree=5095
num_leaves=9
num_cat=0
split_feature=159 51 52 13 0 52 48 16
split_gain=5.9095e-05 4.0831e-05 6.67523e-05 9.53373e-05 9.83552e-05 0.000112388 5.39827e-05 0.000114048
threshold=-0.032739999999999991 0.092235000000000011 0.10160000000000001 0.17001000000000002 -0.077999999999999986 -0.088204999999999992 0.085700000000000012 -0.083539999999999989
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=-0.00045797194064966531 0.00047854812122495377 0.00041414142571716625 -0.00045258539766787029 -0.00047599402486362622 -1.1277740219106696e-05 0.00085484394820934425 -0.00033343314489286724 -0.00025568514269109957
leaf_weight=0.0010074757804844287 0.0016710088558133489 0.001009393382921951 0.0011085705010426246 0.0011021880830480325 0.0010301239239721423 0.0013065837440428651 0.001452275579149316 0.0015846908284583325
leaf_count=421 518 244 293 117 295 349 257 627
internal_value=0 3.96715e-05 -1.16803e-06 6.02578e-05 0.000144158 0.000473019 -1.90656e-05 0.000121165
internal_weight=0 0.0102648 0.00925544 0.00814687 0.00704468 0.00233671 0.00470798 0.0032557
internal_count=3121 2700 2456 2163 2046 644 1402 1145
is_linear=0
shrinkage=0.00196078


Tree=5096
num_leaves=7
num_cat=0
split_feature=4 1 12 52 16 15
split_gain=1.96781e-05 4.53556e-05 2.9272e-05 4.80761e-05 6.37476e-05 7.87401e-05
threshold=0.24564500000000003 0.111945 0.098810000000000023 0.091275000000000009 0.064860000000000015 -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=-0.012628061365847237 -0.0067760142613382994 0.02203281111025401 -0.017061200014514673 0.015976976983319326 -0.022727681367551322 0.017528743598355972
leaf_weight=0.001712518312350387 0.001047792849365815 0.0011422280549538736 0.0011693336584345689 0.0014741366171675662 0.0013906835568458609 0.0017511746614810577
leaf_count=629 150 276 404 497 407 758
internal_value=0 0.00824953 -0.00252538 0.000160439 -0.0046426 0.00261862
internal_weight=0 0.00219002 0.00749785 0.00632851 0.00485438 0.00346369
internal_count=3121 426 2695 2291 1794 1387
is_linear=0
shrinkage=0.1


Tree=5097
num_leaves=9
num_cat=0
split_feature=48 16 52 0 12 0 2 3
split_gain=3.7126e-05 9.25949e-05 6.37898e-05 6.39379e-05 6.87101e-05 6.67596e-05 6.25719e-05 1.47532e-05
threshold=0.11951500000000001 -0.5048999999999999 0.11434500000000002 -0.077999999999999986 0.095175000000000023 -0.10607499999999999 0.086285000000000014 -0.066704999999999987
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 5 7 6 -3 -5
right_child=-2 2 -4 4 -6 -7 -8 -9
leaf_value=0.00056436449809324724 -0.00036286452260154718 0.000388937269397293 -0.00049074361327781197 -0.00012792173964329228 0.00056843137819450229 -0.00053050315281583593 -0.00020879481755774952 0.00018743195421191017
leaf_weight=0.0011008813534859356 0.0010300109082026212 0.0010845844820437985 0.0010566588213306314 0.0013181108547659173 0.0013222214619836416 0.0012166531920115185 0.0017757208691571349 0.0010054154849171615
leaf_count=192 114 91 437 270 342 1226 226 223
internal_value=0 2.83201e-05 -3.88968e-05 2.29272e-05 0.000211596 -0.000145786 1.78561e-05 8.53528e-06
internal_weight=0 0.00988025 0.00877937 0.00772271 0.00364575 0.00407696 0.00286031 0.00232353
internal_count=3121 3007 2815 2378 835 1543 317 493
is_linear=0
shrinkage=0.00196078


Tree=5098
num_leaves=8
num_cat=0
split_feature=14 15 16 2 2 2 4
split_gain=3.4232e-05 6.66647e-05 4.03897e-05 0.000100714 5.6291e-05 9.61508e-05 4.39083e-05
threshold=-1.0000000180025095e-35 -0.10653 -0.088394999999999987 0.092875000000000013 0.10644500000000001 0.090050000000000005 -0.077679999999999985
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=-0.00033505608032236191 0.00041559716847325707 9.8225396592972115e-05 0.00048161914807027953 -0.00068814737000813335 0.00040021691023323092 -0.00047444527034643463 -2.8422042360148463e-05
leaf_weight=0.0010880152437718347 0.0014743974441808983 0.0014471559673848522 0.0010032213122813923 0.0011037503172900654 0.0013753935069295122 0.0014113299145334882 0.0018375033068475037
leaf_count=161 388 394 532 200 351 480 615
internal_value=0 3.18212e-05 -3.73661e-05 -0.00024203 5.54073e-05 -5.61267e-05 0.000151702
internal_weight=0 0.00965275 0.00817835 0.00255091 0.00562745 0.00425205 0.00284072
internal_count=3121 2960 2572 594 1978 1627 1147
is_linear=0
shrinkage=0.00196078


Tree=5099
num_leaves=10
num_cat=0
split_feature=11 43 2 13 13 457 52 1 12
split_gain=5.34991e-05 5.5305e-05 9.61749e-05 5.78404e-05 3.77483e-05 5.24158e-05 4.58679e-05 6.0443e-05 1.6726e-05
threshold=0.079915000000000014 -0.04890499999999999 0.096540000000000015 -0.0034749999999999994 -0.095304999999999987 0.082380000000000009 -1.0000000180025095e-35 0.10439500000000002 0.088305000000000008
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 8 6 -6 -8 -3
right_child=-2 4 -4 -5 5 -7 7 -9 -10
leaf_value=0.00028168388229697346 -0.00042890456541408423 -4.5292504921919203e-05 0.00071888912078425424 -0.00028537969691334392 -0.00065944548216911284 0.00019250302911033142 -0.00045600369371529031 0.00019769757850355443 0.00030935308698600716
leaf_weight=0.0015261469278912147 0.0010782916235002127 0.0010007218869233449 0.0010583733596430112 0.0012645921795041344 0.001006907034939805 0.0010464248434244334 0.0011760459723790416 0.0010115614861736615 0.0010453906323880269
leaf_count=780 199 214 387 225 268 101 785 90 72
internal_value=0 3.04915e-05 0.000215596 2.47254e-05 -8.28351e-05 -0.000188368 -0.00031313 -0.000153729 0.000135901
internal_weight=0 0.0101362 0.00384911 0.00279074 0.00628705 0.00424094 0.00319451 0.00218761 0.00204611
internal_count=3121 2922 1392 1005 1530 1244 1143 875 286
is_linear=0
shrinkage=0.00196078


Tree=5100
num_leaves=8
num_cat=0
split_feature=11 48 0 42 2 2 12
split_gain=6.91438e-05 5.83258e-05 0.000135946 6.47979e-05 7.31883e-05 0.000106777 2.79502e-05
threshold=0.081005000000000008 0.016865000000000002 -0.20211999999999997 0.086325000000000013 0.11237500000000002 0.084245000000000014 0.051320000000000005
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=0.00045124224100317274 -0.00049990395168825685 -0.00015772948156508727 0.00065830265845489915 -0.00036585899632176868 0.00051186851136041469 -0.00039461838679953512 8.6169283766849236e-06
leaf_weight=0.00112097596056009 0.0010006878576979813 0.0015236583356590949 0.0016188067540529169 0.0019207483063221542 0.0010727742994299317 0.0019644876414558702 0.0010740052727733055
leaf_count=107 182 82 497 956 188 801 308
internal_value=0 3.99787e-05 0.000262641 -5.78416e-05 5.52311e-05 -6.25408e-05 0.000234665
internal_weight=0 0.0102955 0.00314247 0.00715299 0.00523224 0.00415947 0.00219498
internal_count=3121 2939 579 2360 1404 1216 415
is_linear=0
shrinkage=0.00196078


Tree=5101
num_leaves=9
num_cat=0
split_feature=15 14 15 16 2 133 0 2
split_gain=4.0132e-05 3.36566e-05 7.35521e-05 5.16394e-05 8.73953e-05 0.000112481 9.96932e-05 5.67581e-05
threshold=0.091650000000000023 -1.0000000180025095e-35 -0.10653 -0.088394999999999987 0.10644500000000001 1.0000000180025095e-35 -0.059114999999999994 0.091545000000000015
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=-0.00029143161192962951 -0.00037300726203658954 0.00045849092243961171 3.7518308732054559e-05 -0.00023144427586785317 0.00054870183173018686 -0.00057098706994516675 0.00048700370998311241 -0.00060506083362994593
leaf_weight=0.0011144571514969783 0.0010479302928078525 0.0015498701485418863 0.0011040839897873815 0.001383655591312601 0.0012369079268649014 0.0011351230935466045 0.001602665124398044 0.0010137177908204511
leaf_count=159 497 388 339 580 268 551 166 173
internal_value=0 3.00472e-05 6.97407e-05 -1.08505e-05 9.15986e-05 -4.5585e-05 0.000154124 -0.000270062
internal_weight=0 0.0101405 0.00902602 0.00747615 0.00535835 0.00412144 0.00298632 0.0021178
internal_count=3121 2624 2465 2077 1565 1297 746 512
is_linear=0
shrinkage=0.00196078


Tree=5102
num_leaves=8
num_cat=0
split_feature=52 160 150 51 16 0 3
split_gain=2.31318e-05 8.94597e-05 6.2713e-05 7.53402e-05 5.29201e-05 5.84132e-05 1.99792e-05
threshold=-0.046924999999999988 -1.0000000180025095e-35 0.087170000000000011 -0.076794999999999988 -0.056919999999999991 -0.11756999999999999 -0.078934999999999991
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=-0.0016694527253789733 -0.02785280532076026 -0.0065506522076843182 -0.014043206072438599 0.034381255570656591 -0.013146875234276798 0.0098817682224883185 0.029162969307149275
leaf_weight=0.0012020009395372223 0.0012315337615214439 0.0014753204598889707 0.0010188176821126316 0.0011196957487407109 0.0015815921505404431 0.0011019080342518028 0.0010490470551338025
leaf_count=344 743 200 126 483 206 701 318
internal_value=0 -0.00361475 0.00664041 0.0157169 0.00211695 0.00877424 0.0192854
internal_weight=0 0.0064394 0.00334051 0.0023217 0.00520787 0.00362628 0.00215096
internal_count=3121 2168 953 827 1425 1219 1019
is_linear=0
shrinkage=0.1


Tree=5103
num_leaves=8
num_cat=0
split_feature=50 484 43 4 43 48 1
split_gain=2.04663e-05 2.85794e-05 3.52979e-05 5.69957e-05 5.87042e-05 8.52473e-05 3.82149e-05
threshold=0.088425000000000017 0.084040000000000017 -0.14968999999999996 -0.27825499999999997 -0.00067499999999999993 0.085875000000000021 0.094825000000000007
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=0.012202792941024096 -0.013017322058998386 0.017033605368008832 -0.025911295534071139 -0.01895150449880429 0.0057519225877956034 -0.01291032165573567 0.031515800380092066
leaf_weight=0.0016778945901794913 0.0010893031159882665 0.0010450149881658342 0.0010063227101752585 0.0012074193685500459 0.0011834624324137948 0.0014131119240317386 0.0011211019394906836
leaf_count=212 560 323 160 1168 365 152 181
internal_value=0 0.00152683 -0.000602769 -0.00422524 0.000205776 0.00642764 0.0182853
internal_weight=0 0.00865433 0.00760931 0.00593142 0.0049251 0.00371768 0.00230456
internal_count=3121 2561 2238 2026 1866 698 546
is_linear=0
shrinkage=0.1


Tree=5104
num_leaves=9
num_cat=0
split_feature=42 40 47 50 4 43 0 48
split_gain=5.57834e-05 8.44198e-05 0.000104007 9.476e-05 0.000108466 7.9628e-05 0.000163651 5.50914e-05
threshold=-0.095859999999999987 -0.013874999999999998 0.10904500000000002 0.07826000000000001 0.24564500000000003 -0.084004999999999982 -0.10096999999999999 0.085130000000000025
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 -7
right_child=1 2 -4 -5 -6 6 -8 -9
leaf_value=-0.00045306650995389483 0.00051846833640652147 0.0003829763356538581 -0.00063077642156580526 -0.0005141794098673096 0.00062471450009832512 0.00042479204490753945 -0.00063898418928977222 -0.00014999995021935993
leaf_weight=0.0010152267858946481 0.0011956924709122701 0.0015416409964128684 0.0010045361414984444 0.0010396667802614916 0.0013279724315495931 0.001413309785912299 0.0015665599914686155 0.0011733315191647525
leaf_count=241 295 357 147 494 232 133 1138 84
internal_value=0 2.87534e-05 -3.58267e-05 3.83004e-05 0.00012009 2.41763e-06 -0.000138843 0.00016406
internal_weight=0 0.0102627 0.00906702 0.00806248 0.00702281 0.00569484 0.0041532 0.00258664
internal_count=3121 2880 2585 2438 1944 1712 1355 217
is_linear=0
shrinkage=0.00196078


Tree=5105
num_leaves=8
num_cat=0
split_feature=52 160 0 0 16 0 16
split_gain=1.84062e-05 7.73829e-05 5.75607e-05 5.98142e-05 4.09529e-05 4.86776e-05 2.10231e-05
threshold=-0.046924999999999988 -1.0000000180025095e-35 -0.15202999999999997 -0.053834999999999994 -0.056919999999999991 -0.11756999999999999 -0.15241499999999997
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=-0.013313754452908347 -0.025912607809780427 -0.0060220014791766644 0.030613110407211333 -0.0018679079767395777 -0.011360106375534085 0.02734958565326373 0.0075231070354055442
leaf_weight=0.0010596525738122975 0.0012185389305801554 0.0014750076280564965 0.0011729163668504228 0.001097396017523105 0.0015764672178083406 0.0010864241223993193 0.0010533576990267839
leaf_count=70 743 200 603 280 206 170 849
internal_value=0 -0.00323397 0.00593064 0.0149128 0.00208937 0.0079549 0.0175895
internal_weight=0 0.0064098 0.00332996 0.00227031 0.00519126 0.00361479 0.00213978
internal_count=3121 2168 953 883 1425 1219 1019
is_linear=0
shrinkage=0.1


Tree=5106
num_leaves=8
num_cat=0
split_feature=15 11 12 2 49 2 12
split_gain=3.58797e-05 3.40924e-05 3.94963e-05 7.15222e-05 9.33477e-05 9.06767e-05 8.17587e-05
threshold=0.091650000000000023 0.079915000000000014 0.10097500000000002 0.089885000000000007 -0.043469999999999995 0.11215000000000001 0.051320000000000005
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 4 5 -7 -8
leaf_value=9.8254647519502764e-05 -0.00035099830668556783 -0.00030348458525833634 0.00041507597345912645 0.00065269070639986779 0.00030743737021013553 -0.00033416100961451825 -0.0005380095387911664
leaf_weight=0.0016102498718705775 0.0010432651417804058 0.0010450337346427719 0.0011201529655214667 0.0011772119637524035 0.0018409019238224994 0.001568446524860818 0.0014995287349930146
leaf_count=260 497 184 240 177 391 285 1087
internal_value=0 3.138e-05 7.1072e-05 2.10045e-05 0.000176647 1.22746e-05 -0.000208551
internal_weight=0 0.00986153 0.00881649 0.00769634 0.00458656 0.00340935 0.00310978
internal_count=3121 2624 2440 2200 853 676 1347
is_linear=0
shrinkage=0.00196078


Tree=5107
num_leaves=7
num_cat=0
split_feature=16 1 150 16 16 52
split_gain=1.85149e-05 6.30091e-05 4.93649e-05 4.74334e-05 3.77438e-05 2.83921e-05
threshold=0.38525000000000004 0.077565000000000009 0.080470000000000014 -0.36241499999999999 -0.056919999999999991 1.0000000180025095e-35
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=-0.006107699026724242 0.010520891170611106 -0.018912608878976746 0.019779757895221694 0.014322158593540302 -0.0069066559399389759 -0.028240484781541078
leaf_weight=0.0013345883924522617 0.0014061579457577073 0.0011655310722609715 0.001430913833433938 0.0018087022001735675 0.0015597694362762399 0.0010245406578636908
leaf_count=657 311 212 295 388 404 854
internal_value=0 -0.00188528 0.00358624 -0.00152437 0.00449216 -0.0157197
internal_weight=0 0.00832405 0.00596492 0.004534 0.00336847 0.00235913
internal_count=3121 2810 1299 1004 792 1511
is_linear=0
shrinkage=0.1


Tree=5108
num_leaves=8
num_cat=0
split_feature=0 1 2 151 3 2 13
split_gain=2.02651e-05 4.26507e-05 4.97783e-05 5.59962e-05 4.23369e-05 5.1653e-05 1.94566e-05
threshold=-0.061629999999999997 0.085110000000000005 0.089775000000000008 -0.0083949999999999979 0.076840000000000006 0.090675000000000019 -0.0025349999999999995
decision_type=2 2 2 2 2 2 2
left_child=1 -1 6 -4 5 -2 -3
right_child=4 2 3 -5 -6 -7 -8
leaf_value=-0.019858177539837041 0.029978816044326662 -0.0014390184651071156 -0.0087978548362862268 0.019365469064632518 -0.010847873682935133 0.00019366619365223587 -0.020912608481927501
leaf_weight=0.0012633504605223155 0.0010554899854862169 0.0010095991277228483 0.0011266208688480925 0.0018908362335821991 0.0010193288089009878 0.0012985323104155861 0.0010432248910083397
leaf_count=1540 152 464 152 243 125 307 138
internal_value=0 -0.0034186 0.000677615 0.00885019 0.00617673 0.0135486 -0.0113353
internal_weight=0 0.00633363 0.00507028 0.00301746 0.00337335 0.00235402 0.00205282
internal_count=3121 2537 997 395 584 459 602
is_linear=0
shrinkage=0.1


Tree=5109
num_leaves=9
num_cat=0
split_feature=14 15 16 2 160 13 43 4
split_gain=3.7024e-05 6.76996e-05 3.51865e-05 0.000107545 8.73972e-05 9.21199e-05 0.000101039 0.000206977
threshold=-1.0000000180025095e-35 -0.10653 -0.088394999999999987 0.092875000000000013 -0.081069999999999989 -0.084034999999999985 -0.17390999999999998 0.0067750000000000006
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 -6 -7 -8
right_child=1 2 4 -5 5 6 7 -9
leaf_value=-0.00035746430187983557 0.0004116033959879831 0.00012026793187358822 0.00057315349971589396 -0.00068884762540494129 0.00034558241182589027 0.00022561818059516471 -0.0010922906155713321 0.00013344908288212792
leaf_weight=0.0010414453043147949 0.0015210567849204314 0.0014642862211355009 0.0010021406761139794 0.0011106150706531748 0.0014544122106405852 0.0011294945111692063 0.0010967975725154184 0.001024267126388834
leaf_count=161 388 394 398 200 308 125 993 154
internal_value=0 3.13814e-05 -3.84493e-05 -0.000228723 4.7397e-05 -6.45871e-05 -0.000248111 -0.000500378
internal_weight=0 0.00980307 0.00828201 0.0025749 0.00570711 0.00470497 0.00325056 0.00212106
internal_count=3121 2960 2572 594 1978 1580 1272 1147
is_linear=0
shrinkage=0.00196078


Tree=5110
num_leaves=10
num_cat=0
split_feature=484 47 47 133 16 43 2 3 2
split_gain=0.000244597 0.000140565 0.000150469 7.09633e-05 7.43801e-05 6.90895e-05 6.75597e-05 7.39852e-05 6.5236e-05
threshold=-1.0000000180025095e-35 0.13148500000000005 0.10254000000000001 0.099660000000000012 0.0065250000000000004 -0.0037449999999999996 0.089775000000000008 0.088060000000000013 0.096540000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 -8 -6
right_child=1 -3 -4 -5 8 6 7 -9 -10
leaf_value=-0.00093046963915892735 -0.00038682815243667182 -0.00062046868179101362 0.00084954127726653307 -0.00042054623165281872 2.2922401125676246e-05 -0.00023121616533428681 0.00072133002821327423 2.6218152663011005e-05 0.00063081178477881192
leaf_weight=0.0010289682095472102 0.0014153217206449159 0.0010314069713096277 0.0010302186949379443 0.0010502255846259042 0.001157923805940507 0.0013432449259826278 0.0010125605524219502 0.0014063538052636326 0.0016400923843445407
leaf_count=515 903 55 121 391 182 336 184 134 300
internal_value=0 6.88999e-05 0.000139606 5.85726e-05 0.000121664 -1.75382e-05 0.000121388 0.000317193 0.000379244
internal_weight=0 0.0110873 0.0100559 0.00902572 0.0079755 0.00517748 0.00376216 0.00241891 0.00279802
internal_count=3121 2606 2551 2430 2039 1557 654 318 482
is_linear=0
shrinkage=0.00196078


Tree=5111
num_leaves=9
num_cat=0
split_feature=11 48 0 42 3 0 52 3
split_gain=5.12579e-05 4.88084e-05 0.000121036 7.63349e-05 8.03651e-05 7.71424e-05 7.91814e-05 2.78869e-05
threshold=0.079915000000000014 0.016865000000000002 -0.20211999999999997 0.084050000000000014 -0.078934999999999991 -0.019414999999999998 -0.0064899999999999992 0.048265000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 6 -1 -8
right_child=-2 2 -4 4 -6 -7 7 -9
leaf_value=-0.00051074023838416081 -0.00041129509571915742 -0.00014362759634773816 0.00063499108005298996 -0.00070444414053662816 3.1624007671165821e-05 0.0004435572194442544 -7.7212362460752905e-05 0.00037508458730288626
leaf_weight=0.0010993241783206387 0.0010682658281087895 0.001531109571766387 0.0015392336063792412 0.0011661539906005752 0.0011160802421307367 0.0015943195754299028 0.0010976193513916491 0.0010030326207502716
leaf_count=307 199 82 490 664 481 148 634 116
internal_value=0 4.02557e-05 0.000246712 -4.93208e-05 -0.000344485 9.11865e-05 -8.43746e-05 0.000138753
internal_weight=0 0.0101469 0.00307034 0.00707653 0.00228223 0.0047943 0.00319998 0.00210065
internal_count=3121 2922 572 2350 1145 1205 1057 750
is_linear=0
shrinkage=0.00196078


Tree=5112
num_leaves=8
num_cat=0
split_feature=50 160 13 2 52 43 13
split_gain=2.21201e-05 2.89766e-05 4.20107e-05 7.89103e-05 8.93235e-05 7.48644e-05 2.69461e-05
threshold=0.088425000000000017 -0.081069999999999989 -0.076599999999999988 0.11215000000000001 -0.085984999999999992 -1.0000000180025095e-35 -0.14819499999999997
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=0.016056937499738039 -0.013516490179373276 0.0013959239842047046 -0.024672951921577129 -0.029621559914896557 -0.0098668279542888267 0.023284559386757039 0.022493387707595146
leaf_weight=0.0011945374570129083 0.0010905646036715776 0.0015251147548226967 0.0010198858982315086 0.0011052094769055396 0.0011453228241887722 0.0016809820640416211 0.0010038766328066585
leaf_count=455 560 175 317 262 504 279 569
internal_value=0 0.0015941 -0.000715453 -0.00607129 0.000695917 0.0098504 0.00977051
internal_weight=0 0.00867493 0.00748039 0.0049514 0.00384619 0.0028263 0.00252899
internal_count=3121 2561 2106 1362 1100 783 744
is_linear=0
shrinkage=0.1


Tree=5113
num_leaves=8
num_cat=0
split_feature=0 1 160 2 1 15 12
split_gain=2.00971e-05 3.96918e-05 4.2275e-05 5.93878e-05 5.24866e-05 3.94247e-05 3.1585e-05
threshold=-0.061629999999999997 0.08592000000000001 -1.0000000180025095e-35 0.089885000000000007 0.11061500000000002 -1.0000000180025095e-35 0.09141500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -2 -7
right_child=5 2 3 4 -6 6 -8
leaf_value=-0.018619114389708046 0.021731193234658087 -0.016695708597400057 -0.0084371116025621206 0.030969379851834945 4.3415341305192615e-05 -0.014353450742547763 0.0092862974965474045
leaf_weight=0.0013495715374247661 0.0010963877863163852 0.0010913387338735538 0.0017068478409580654 0.0011659648371653841 0.0010367550734090075 0.0010265504022655626 0.0012575772357410618
leaf_count=1563 267 288 412 138 136 158 159
internal_value=0 -0.00340055 0.000706408 0.00556413 0.0164134 0.00614389 -0.00133806
internal_weight=0 0.00635048 0.00500091 0.00390957 0.00220272 0.00338052 0.00228413
internal_count=3121 2537 974 686 274 584 317
is_linear=0
shrinkage=0.1


Tree=5114
num_leaves=9
num_cat=0
split_feature=11 48 0 42 3 2 13 2
split_gain=5.78117e-05 5.67396e-05 0.000129916 7.30881e-05 9.25481e-05 9.20261e-05 7.70683e-05 6.27587e-05
threshold=0.080455000000000013 0.016865000000000002 -0.20211999999999997 0.084050000000000014 -0.078934999999999991 0.11237500000000002 -0.0034749999999999994 0.081135000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 6 -1 -8
right_child=-2 2 -4 4 -6 -7 7 -9
leaf_value=0.00028240520135338324 -0.0004568121006504505 -0.00014694009915253278 0.00065401587858426738 -0.00074131813713937617 5.4159849001142705e-05 0.00057461270328406343 -1.1426326939713519e-05 -0.00066034087813022786
leaf_weight=0.0014561846897346588 0.0010115795655933164 0.0015502141116581771 0.001564170847833542 0.0011554599279571536 0.0010953595776071368 0.0010913236330796078 0.0013232265637553114 0.0010106570556931123
leaf_count=535 189 82 494 667 481 188 139 346
internal_value=0 3.45275e-05 0.000255333 -6.18902e-05 -0.000354199 7.28941e-05 -7.15722e-05 -0.00029243
internal_weight=0 0.0102466 0.00311438 0.00713221 0.00225082 0.00488139 0.00379007 0.00233388
internal_count=3121 2932 576 2356 1148 1208 1020 485
is_linear=0
shrinkage=0.00196078


Tree=5115
num_leaves=8
num_cat=0
split_feature=3 39 51 42 2 15 4
split_gain=1.91892e-05 4.36593e-05 4.59085e-05 3.91025e-05 6.62754e-05 5.21448e-05 4.52787e-05
threshold=0.13524500000000003 0.085220000000000004 0.087505000000000013 0.084050000000000014 0.084055000000000005 -1.0000000180025095e-35 0.071150000000000005
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=0.022163976465109522 0.010677900572231849 0.017226676401046311 -0.023384984183763623 -0.024018394209801935 0.0082593888776606641 -0.020999129972548651 0.004258590948027734
leaf_weight=0.0014070009770022567 0.001416143169100049 0.0010421999206697841 0.0011093876456110185 0.0012906329088275832 0.001338597887425554 0.0011177581924540266 0.0010089703753434905
leaf_count=312 192 302 323 962 439 457 134
internal_value=0 -0.00191504 -0.00465824 -0.00128726 0.00485816 -0.00505462 -0.0116116
internal_weight=0 0.00831455 0.00727235 0.00616296 0.00386336 0.00245636 0.0022996
internal_count=3121 2929 2627 2304 1208 896 1096
is_linear=0
shrinkage=0.1


Tree=5116
num_leaves=8
num_cat=0
split_feature=0 12 42 47 4 4 3
split_gain=1.86862e-05 4.80594e-05 3.64456e-05 3.95324e-05 5.21205e-05 4.89888e-05 3.23989e-05
threshold=-0.019414999999999998 0.082850000000000021 -1.0000000180025095e-35 0.087235000000000021 -0.059649999999999988 -1.0000000180025095e-35 0.092670000000000016
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
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leaf_weight=0.0010189861172758977 0.0010175355707641516 0.0013866321766183754 0.0010334622230323532 0.0017670547066121001 0.0010180618640146942 0.0011968419828819908 0.00126251801297389
leaf_count=817 195 170 572 288 522 418 139
internal_value=0 0.00757076 -0.0025945 0.000252772 0.00521941 0.0110793 0.00344281
internal_weight=0 0.00240417 0.00729692 0.00627794 0.00451088 0.00347742 0.00245936
internal_count=3121 365 2756 1939 1651 1079 557
is_linear=0
shrinkage=0.1


Tree=5117
num_leaves=8
num_cat=0
split_feature=11 43 2 13 13 3 52
split_gain=3.24555e-05 4.55461e-05 6.61864e-05 7.70491e-05 5.59155e-05 8.29096e-05 0.000118123
threshold=0.079915000000000014 -0.04890499999999999 0.095545000000000005 -0.0034749999999999994 -0.095304999999999987 0.0051600000000000005 -0.0064899999999999992
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
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leaf_weight=0.0014284520658893001 0.0010362164115677039 0.0019916298266717961 0.0010021977254013321 0.0012016340229483462 0.0010758052607110777 0.00153181768891264 0.0015063670086622027
leaf_count=762 199 286 409 221 969 152 123
internal_value=0 2.78881e-05 0.000201747 3.83608e-05 -7.55422e-05 -0.0002061 -4.04622e-05
internal_weight=0 0.0097379 0.00363228 0.00263009 0.00610562 0.00411399 0.00303818
internal_count=3121 2922 1392 983 1530 1244 275
is_linear=0
shrinkage=0.00196078


Tree=5118
num_leaves=9
num_cat=0
split_feature=13 12 47 16 51 0 3 2
split_gain=3.96475e-05 4.71789e-05 5.32712e-05 0.000113343 5.19762e-05 7.84941e-05 0.000100607 3.72473e-05
threshold=-0.23438999999999996 -0.010834999999999999 0.10904500000000002 -0.49446999999999991 0.08955500000000001 -0.11013499999999998 -0.082094999999999987 0.088850000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 7 -7
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leaf_weight=0.0013230887519686168 0.001351151370288386 0.0010348696306631952 0.0011320408486845627 0.0017723827338965597 0.0011089107643072367 0.0010444206852223904 0.0010183523903967841 0.0011456946309322228
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internal_value=0 -4.7579e-05 -0.000103162 -4.03815e-05 -0.000142332 -5.68589e-05 -0.000239806 -3.04538e-06
internal_weight=0 0.00960782 0.00825667 0.00712463 0.00608976 0.00498085 0.00320847 0.00219012
internal_count=3121 2952 2607 2468 2329 2037 1870 1084
is_linear=0
shrinkage=0.00196078


Tree=5119
num_leaves=7
num_cat=0
split_feature=52 52 52 12 43 15
split_gain=1.8736e-05 5.02928e-05 5.06116e-05 4.00049e-05 5.58299e-05 5.86935e-05
threshold=-0.24456499999999998 -0.081429999999999989 -0.0064899999999999992 0.09334000000000002 -0.0037449999999999996 -0.037864999999999989
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6
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leaf_weight=0.001007383080714225 0.0014126236253106939 0.0013427791172603582 0.0014653252760157029 0.0017938203208720553 0.0013884795461790805 0.0013056076754943396
leaf_count=364 407 438 828 545 216 323
internal_value=0 0.00141973 -0.00192413 0.00203143 0.00741479 0.0159591
internal_weight=0 0.00870864 0.00729601 0.00595323 0.00415941 0.00269409
internal_count=3121 2757 2350 1912 1367 539
is_linear=0
shrinkage=0.1


Tree=5120
num_leaves=9
num_cat=0
split_feature=48 16 52 0 0 2 12 52
split_gain=3.32252e-05 0.000107035 5.35008e-05 6.56604e-05 7.73655e-05 6.75498e-05 5.90308e-05 3.05836e-05
threshold=0.11951500000000001 -0.5048999999999999 0.11434500000000002 -0.077999999999999986 -0.10607499999999999 0.086285000000000014 0.095175000000000023 -0.088204999999999992
decision_type=2 2 2 2 2 2 2 2
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right_child=-2 2 -4 6 -6 -7 -8 -9
leaf_value=0.00059460592167555164 -0.00034059959798774046 0.00040172719515667305 -0.00045862871779708445 -0.00024298413349400311 -0.00057007194158088088 -0.00021816787647713616 0.00053052330005832864 0.00020579996397318648
leaf_weight=0.0011263169424552176 0.0010556232480993097 0.0010843124934581138 0.0010680540850148091 0.0010186938619562492 0.0012425528859191571 0.001794094877935656 0.0013236069941947445 0.0013675633668791746
leaf_count=192 114 91 437 221 1226 226 342 272
internal_value=0 2.51203e-05 -4.69586e-05 9.18956e-06 -0.000161166 1.53501e-05 0.000198423 1.42139e-05
internal_weight=0 0.0100252 0.00889888 0.00783082 0.00412096 0.00287841 0.00370986 0.00238626
internal_count=3121 3007 2815 2378 1543 317 835 493
is_linear=0
shrinkage=0.00196078


Tree=5121
num_leaves=8
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split_feature=3 39 457 43 43 1 2
split_gain=1.77407e-05 3.61236e-05 4.10825e-05 5.90868e-05 5.45444e-05 5.36628e-05 5.30098e-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=-0.0088356684266560036 0.010253564947981478 0.015655872709522182 0.012098216346747891 -0.0015319408165935906 0.0213251804640767 -0.04268085366695528 -0.01065903531700739
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leaf_count=243 192 302 185 1001 704 336 158
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internal_weight=0 0.00829385 0.00726088 0.00600255 0.00244332 0.00355923 0.00206838
internal_count=3121 2929 2627 2442 947 1495 494
is_linear=0
shrinkage=0.1


Tree=5122
num_leaves=7
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split_feature=4 15 16 2 2 15
split_gain=1.87206e-05 4.9953e-05 3.84936e-05 4.74618e-05 8.62598e-05 4.56261e-05
threshold=0.24564500000000003 -0.15026499999999995 -0.088394999999999987 0.10644500000000001 0.090050000000000005 -0.016799999999999995
decision_type=2 2 2 2 2 2
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leaf_count=575 266 160 394 387 509 830
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internal_weight=0 0.00217893 0.0075054 0.00551533 0.00405527 0.0027256
internal_count=3121 426 2695 2120 1733 1224
is_linear=0
shrinkage=0.1


Tree=5123
num_leaves=7
num_cat=0
split_feature=475 42 43 4 2 16
split_gain=2.02152e-05 4.00111e-05 5.88368e-05 4.9098e-05 5.20144e-05 3.52239e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 0.24564500000000003 0.089885000000000007 -0.062804999999999986
decision_type=2 2 2 2 2 2
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leaf_weight=0.0010138336505903034 0.0014652366717913274 0.0019459408389811981 0.0012525745454761089 0.0013042924175284635 0.0013423803118439942 0.0013328564290690651
leaf_count=501 809 662 507 214 213 215
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internal_weight=0 0.00864328 0.00717804 0.0052321 0.00392781 0.00267524
internal_count=3121 2620 1811 1149 935 428
is_linear=0
shrinkage=0.1


Tree=5124
num_leaves=8
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split_feature=52 13 3 42 49 4 1
split_gain=1.85978e-05 5.00802e-05 5.30673e-05 2.95048e-05 6.2206e-05 6.0836e-05 3.21854e-05
threshold=0.11434500000000002 -0.23438999999999996 0.097915000000000016 0.084050000000000014 -0.006494999999999999 0.09173000000000002 0.090405000000000013
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 -4 5 6 -7 -8
leaf_value=0.022393882976467577 -0.011280963452265976 -0.0096540137459746028 -0.018222832112589748 -0.019339450241755748 0.0073936092900135034 0.012597870771119835 0.031299688509873164
leaf_weight=0.0010227002244958894 0.0012799087526517089 0.0011764341486830798 0.0014691524068520881 0.0013677811483015566 0.0011904755659217488 0.001057623184700626 0.0010687750319561616
leaf_count=137 501 238 137 916 770 158 264
internal_value=0 0.00166393 -0.00122827 0.00303162 0.00899295 -0.00541284 0.0187028
internal_weight=0 0.00835294 0.00733024 0.00586109 0.00343568 0.0024254 0.00225925
internal_count=3121 2620 2483 2346 1272 1074 1034
is_linear=0
shrinkage=0.1


Tree=5125
num_leaves=8
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split_feature=11 13 2 12 0 49 2
split_gain=1.79525e-05 2.96584e-05 4.86987e-05 4.68068e-05 0.000101314 4.90001e-05 6.59737e-05
threshold=0.078340000000000007 -0.091054999999999983 0.10005000000000001 -0.010834999999999999 -0.053834999999999994 -0.009244999999999998 0.086950000000000013
decision_type=2 2 2 2 2 2 2
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right_child=-2 3 -4 4 -6 6 -8
leaf_value=-0.0028932939530133392 -0.012723041399022653 0.017678707323859521 0.027172847993612539 -0.012597383213542783 -0.031549041523068616 0.023849162809893385 -0.0076421446600335981
leaf_weight=0.0011196754293295716 0.0010011665817603347 0.0010202429630307491 0.0010382683967390073 0.0015524380896482807 0.0011827479214141772 0.0014822134336061363 0.0012069824729670294
leaf_count=257 208 299 164 269 273 810 841
internal_value=0 0.00142564 0.0115727 -0.00197204 -0.00566804 0.00154869 0.00971503
internal_weight=0 0.00860257 0.00215794 0.00644462 0.00542438 0.00424163 0.0026892
internal_count=3121 2913 421 2492 2193 1920 1651
is_linear=0
shrinkage=0.1


Tree=5126
num_leaves=8
num_cat=0
split_feature=0 3 1 47 48 15 2
split_gain=1.93107e-05 4.71344e-05 3.9505e-05 4.42048e-05 5.70943e-05 5.70824e-05 3.74264e-05
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decision_type=2 2 2 2 2 2 2
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right_child=1 -3 3 -5 -6 -7 -8
leaf_value=-0.019306277564103067 0.028268620237683215 -0.01195522746696373 0.032510898817655114 -0.015080903599372877 -0.012531456179341181 0.0021650925764063254 0.0026385230264941197
leaf_weight=0.0012387269917464331 0.0010230559494718294 0.0010044010672478395 0.0010423406439195775 0.0013192140127537191 0.0011266343382585753 0.0015294101788536222 0.0012858095601652698
leaf_count=1540 152 125 161 204 137 495 307
internal_value=0 0.00612845 -0.00331341 0.000634853 0.00624066 0.0144644 0.0139952
internal_weight=0 0.00331327 0.00625633 0.0050176 0.00369839 0.00257175 0.00230887
internal_count=3121 584 2537 997 793 656 459
is_linear=0
shrinkage=0.1


Tree=5127
num_leaves=7
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split_feature=15 43 42 2 2 1
split_gain=1.93344e-05 4.16025e-05 5.36793e-05 5.27804e-05 9.91938e-05 4.01873e-05
threshold=-0.11713499999999999 -0.17390999999999998 0.086325000000000013 0.084245000000000014 0.098260000000000014 0.10557500000000002
decision_type=2 2 2 2 2 2
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leaf_weight=0.0017203854750674616 0.001490914494402959 0.0012957399022452895 0.0013387729815643274 0.0015654347220172178 0.0011138046299781204 0.0010158733846051399
leaf_count=484 184 383 950 685 271 164
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internal_weight=0 0.00782054 0.00632963 0.00499085 0.00369511 0.00212968
internal_count=3121 2637 2453 1503 1120 435
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shrinkage=0.1


Tree=5128
num_leaves=8
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split_feature=49 42 52 1 4 0 4
split_gain=2.15211e-05 4.17209e-05 4.24699e-05 3.67548e-05 7.56436e-05 3.1074e-05 3.10273e-05
threshold=-0.043469999999999995 0.091545000000000015 -0.0064899999999999992 0.10752500000000002 -1.0000000180025095e-35 -0.036484999999999997 0.0052350000000000009
decision_type=2 2 2 2 2 2 2
left_child=6 2 -2 4 5 -4 -1
right_child=1 -3 3 -5 -6 -7 -8
leaf_value=-0.0032534756893803094 -0.011915411126510844 -0.021436275153188949 0.023952276425010976 0.020796556391057736 -0.021056755169100803 -0.00077843123269820869 0.020311947435388718
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leaf_count=261 776 614 801 192 256 57 164
internal_value=0 -0.00266994 0.000385177 0.00590231 0.000190425 0.0115912 0.00854928
internal_weight=0 0.0072769 0.00625809 0.00432032 0.00312276 0.00203228 0.00223489
internal_count=3121 2696 2082 1306 1114 858 425
is_linear=0
shrinkage=0.1


Tree=5129
num_leaves=7
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split_feature=11 3 3 13 1 3
split_gain=5.06564e-05 5.37227e-05 6.56131e-05 5.91628e-05 7.2179e-05 0.000112231
threshold=0.079915000000000014 -0.12018999999999998 -0.078934999999999991 -0.094514999999999988 0.094385000000000011 0.10893000000000001
decision_type=2 2 2 2 2 2
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leaf_count=158 199 1392 227 613 428 104
internal_value=0 3.68279e-05 -1.94098e-05 6.33396e-05 -4.11373e-05 0.000127298
internal_weight=0 0.00987412 0.00857728 0.00695742 0.00521596 0.0034019
internal_count=3121 2922 2764 1372 1145 532
is_linear=0
shrinkage=0.00196078


Tree=5130
num_leaves=7
num_cat=0
split_feature=50 484 43 43 4 16
split_gain=1.97856e-05 2.93318e-05 3.38466e-05 4.13722e-05 4.92857e-05 9.88561e-05
threshold=0.088425000000000017 0.084040000000000017 -0.14968999999999996 -0.00067499999999999993 0.0052350000000000009 -0.094359999999999986
decision_type=2 2 2 2 2 2
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leaf_count=212 560 323 1198 496 229 103
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internal_weight=0 0.00844331 0.00743787 0.00579211 0.00441182 0.00257682
internal_count=3121 2561 2238 2026 828 332
is_linear=0
shrinkage=0.1


Tree=5131
num_leaves=7
num_cat=0
split_feature=42 49 52 2 42 0
split_gain=1.94202e-05 4.32461e-05 4.53794e-05 8.71878e-05 0.000121961 2.15515e-05
threshold=-1.0000000180025095e-35 -0.043469999999999995 0.070205000000000017 0.11215000000000001 0.075730000000000006 -0.14794999999999997
decision_type=2 2 2 2 2 2
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leaf_value=-0.010254291153338186 0.0042931073120863732 0.018463674097172651 0.010506395904856485 -0.031107848212362212 -0.023490254719528789 0.025024213005969621
leaf_weight=0.0015534549375093082 0.0010023744592283362 0.0016797740072697215 0.0018813727157171358 0.0011844202139571335 0.0011794241058184175 0.0010034479307215105
leaf_count=862 94 299 618 248 713 287
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internal_weight=0 0.00793081 0.00592499 0.00404362 0.0028592 0.00200582
internal_count=3121 2259 1878 1260 1012 381
is_linear=0
shrinkage=0.1


Tree=5132
num_leaves=7
num_cat=0
split_feature=52 13 4 2 0 4
split_gain=2.13788e-05 3.66155e-05 5.77544e-05 5.5243e-05 6.20399e-05 4.26571e-05
threshold=0.11434500000000002 -0.0034749999999999994 -0.083854999999999985 0.11215000000000001 -0.10607499999999999 0.076415000000000025
decision_type=2 2 2 2 2 2
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right_child=-2 3 5 -5 -6 -7
leaf_value=0.027765835788018656 -0.012180523784349192 0.015707402432392156 -0.012034909932794453 -0.024508259504730779 -0.0111168863840648 0.013803322660335555
leaf_weight=0.0011528656562637277 0.0012553991300057058 0.0016667491330373818 0.0012858603565831944 0.0010349432781590665 0.0017862383341913008 0.0012700308349139972
leaf_count=282 501 158 1218 161 509 292
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internal_weight=0 0.00819669 0.00370876 0.00448793 0.00345299 0.00255589
internal_count=3121 2620 1792 828 667 1510
is_linear=0
shrinkage=0.1


Tree=5133
num_leaves=8
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split_feature=4 1 12 52 49 15 4
split_gain=1.77714e-05 4.71017e-05 3.15292e-05 5.56975e-05 7.26538e-05 9.02556e-05 0.000192607
threshold=0.24564500000000003 0.111945 0.098810000000000023 0.091275000000000009 -0.045154999999999994 -0.016799999999999995 -0.077834999999999988
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -6 -7
right_child=1 -3 -4 -5 5 6 -8
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leaf_weight=0.0015193925945449134 0.0010182275945903607 0.0011042898002201049 0.0011268530741275155 0.0014451889638539394 0.0011409967579229185 0.0010570063019541111 0.0010139406516356669
leaf_count=278 150 276 404 497 554 692 270
internal_value=0 0.00802955 -0.00236571 0.000440733 -0.00480754 -0.0133305 -0.00088787
internal_weight=0 0.00212252 0.00730338 0.00617653 0.00473134 0.00321194 0.00207095
internal_count=3121 426 2695 2291 1794 1516 962
is_linear=0
shrinkage=0.1


Tree=5134
num_leaves=9
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split_feature=11 48 0 2 52 13 43 13
split_gain=6.71728e-05 6.79521e-05 0.000149379 7.75244e-05 7.89628e-05 0.000145065 0.000117275 0.000127709
threshold=0.080455000000000013 0.016865000000000002 -0.20211999999999997 0.11237500000000002 0.10160000000000001 -0.094514999999999988 -0.074359999999999996 -0.0034749999999999994
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=0.00053252353545632123 -0.00049045738393458326 -0.00016267828006202186 0.00070271023811558319 0.00036630003878695489 -0.00064802777370871431 0.0005504041044037955 -0.00066135496935212587 -0.00041907151932056965
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leaf_count=124 189 82 494 340 406 435 852 199
internal_value=0 4.18061e-05 0.00028603 -6.22207e-05 -0.00015867 -5.32817e-05 -0.000249849 5.22788e-05
internal_weight=0 0.0102832 0.00307173 0.0072115 0.00588657 0.00484348 0.00362658 0.00209121
internal_count=3121 2932 576 2356 2016 1610 1486 634
is_linear=0
shrinkage=0.00196078


Tree=5135
num_leaves=7
num_cat=0
split_feature=0 0 0 3 15 49
split_gain=3.65904e-05 7.21308e-05 5.20478e-05 6.03615e-05 4.28271e-05 9.37295e-05
threshold=-0.077999999999999986 -0.10011499999999998 -0.053834999999999994 -0.10831999999999999 -0.11713499999999999 -0.006494999999999999
decision_type=2 2 2 2 2 2
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leaf_weight=0.0014879867428863628 0.0012653957343034331 0.0010977619859009208 0.0014205480870913847 0.0019420711208438675 0.0019785564704663571 0.0016953878335931342
leaf_count=209 574 1381 193 335 207 222
internal_value=0 -0.00010257 0.000127367 -1.91361e-07 -5.5049e-06 0.000108157
internal_weight=0 0.00625969 0.00462801 0.00336262 0.00516193 0.00367394
internal_count=3121 2019 1102 528 638 429
is_linear=0
shrinkage=0.00196078


Tree=5136
num_leaves=9
num_cat=0
split_feature=15 151 0 12 51 13 12 16
split_gain=4.17872e-05 6.57254e-05 7.39726e-05 0.000122593 7.26029e-05 7.07505e-05 6.08438e-05 5.1327e-05
threshold=-0.24436499999999997 -0.086769999999999986 -0.019414999999999998 0.086850000000000024 0.084745000000000015 -0.029529999999999997 0.092355000000000007 -0.013324999999999998
decision_type=2 2 2 2 2 2 2 2
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leaf_weight=0.0010369627394042286 0.0010265219061178334 0.0015824462140035976 0.0010377103448068682 0.0010666563585156328 0.0012366718874445722 0.0014530761251589377 0.0014541389541402165 0.0012000590090150379
leaf_count=253 257 465 65 663 154 217 742 305
internal_value=0 -5.15373e-05 -0.000104979 -0.000214496 -0.000427102 0.000182578 0.000124485 -0.000602793
internal_weight=0 0.0100573 0.00903076 0.00653997 0.00401918 0.00249079 0.0025208 0.00278251
internal_count=3121 2868 2611 2329 924 282 1405 770
is_linear=0
shrinkage=0.00196078


Tree=5137
num_leaves=8
num_cat=0
split_feature=11 43 2 13 2 4 4
split_gain=4.48563e-05 4.26336e-05 9.96641e-05 5.57168e-05 4.49122e-05 3.8657e-05 8.2177e-05
threshold=0.079915000000000014 -0.04890499999999999 0.096540000000000015 -0.0034749999999999994 0.089885000000000007 0.055260000000000011 -0.059649999999999988
decision_type=2 2 2 2 2 2 2
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right_child=-2 4 -4 -5 5 -7 -8
leaf_value=0.0002557712861628571 -0.00040537788063591966 -0.0003367038258336771 0.00072149688874048189 -0.00031691674563373877 -0.0001264526540747314 -0.00020056244891289622 0.00055942717807363888
leaf_weight=0.0014393096451994253 0.0010124928903511776 0.0017539367373831652 0.0010054699026017457 0.0011957791970282601 0.0015098201530725287 0.00166718011196933 0.0012097161724492504
leaf_count=780 199 825 387 225 236 264 205
internal_value=0 2.81674e-05 0.000196293 -4.1093e-06 -7.15076e-05 3.45255e-05 0.000178643
internal_weight=0 0.00978121 0.00364056 0.00263509 0.00614065 0.00438672 0.00271954
internal_count=3121 2922 1392 1005 1530 705 441
is_linear=0
shrinkage=0.00196078


Tree=5138
num_leaves=7
num_cat=0
split_feature=52 0 12 0 0 1
split_gain=2.16689e-05 4.13312e-05 4.79427e-05 4.61105e-05 4.7873e-05 4.43938e-05
threshold=0.11434500000000002 -0.077999999999999986 0.09202500000000001 -0.10607499999999999 -0.14920999999999998 0.10612500000000001
decision_type=2 2 2 2 2 2
left_child=1 3 -3 4 5 -1
right_child=-2 2 -4 -5 -6 -7
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internal_weight=0 0.00822273 0.00328687 0.00493587 0.00358279 0.00235757
internal_count=3121 2620 883 1737 468 232
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shrinkage=0.1


Tree=5139
num_leaves=7
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split_feature=133 42 4 16 52 4
split_gain=1.85331e-05 5.17173e-05 4.05156e-05 7.06443e-05 6.49886e-05 6.891e-05
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decision_type=2 2 2 2 2 2
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leaf_count=285 539 408 286 929 541 133
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internal_weight=0 0.00844738 0.00717922 0.0055434 0.00428939 0.00308356
internal_count=3121 2582 2174 1888 1603 1062
is_linear=0
shrinkage=0.1


Tree=5140
num_leaves=9
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split_feature=48 16 15 48 1 4 0 3
split_gain=3.6562e-05 0.000115983 5.91022e-05 6.63843e-05 5.47626e-05 0.00014369 7.02668e-05 5.07148e-05
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decision_type=2 2 2 2 2 2 2 2
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right_child=-2 2 3 -5 6 -7 -8 -9
leaf_value=0.00062046727313646622 -0.00036584526838017182 -0.00047895766494841492 -0.00029391179641075532 0.0003561230839026824 0.00049946682824761693 -0.00084167880076698614 -0.00020154363263548715 0.00025881623378795306
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internal_value=0 2.51211e-05 -5.19931e-05 9.89641e-06 -8.82554e-05 -0.000235483 0.000156133 1.40788e-05
internal_weight=0 0.00971295 0.00859912 0.00751046 0.00585159 0.00365169 0.0021999 0.00258676
internal_count=3121 3007 2815 2481 2143 1793 350 861
is_linear=0
shrinkage=0.00196078


Tree=5141
num_leaves=6
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split_feature=52 0 47 49 2
split_gain=1.97206e-05 3.65354e-05 5.06398e-05 3.65407e-05 3.3663e-05
threshold=0.11434500000000002 -0.019414999999999998 1.0000000180025095e-35 -0.054984999999999992 0.091545000000000015
decision_type=2 2 2 2 2
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leaf_count=264 501 307 336 1122 591
internal_value=0 0.00174004 -0.0020253 0.00380119 0.00983617
internal_weight=0 0.00819204 0.00621599 0.00438763 0.00305263
internal_count=3121 2620 2313 1977 1713
is_linear=0
shrinkage=0.1


Tree=5142
num_leaves=9
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split_feature=147 15 16 48 52 42 3 4
split_gain=8.60702e-05 5.36659e-05 6.66741e-05 8.76075e-05 4.91999e-05 5.52381e-05 5.6965e-05 6.10954e-05
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decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -6 -8
right_child=-2 2 3 -5 5 -7 7 -9
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leaf_weight=0.0010515393794845703 0.0010096883158086439 0.0015226301920998747 0.0010046286221220184 0.0014705272740155846 0.0014975861870519538 0.0011607145935517869 0.0015875992315230645 0.0010786834679119475
leaf_count=243 183 187 408 307 763 715 177 138
internal_value=0 -6.2063e-05 -0.000109428 -3.6162e-05 -0.000136328 -6.12359e-05 4.42079e-05 -0.000127673
internal_weight=0 0.0103739 0.00932237 0.00779974 0.00632921 0.00532458 0.00416387 0.00266628
internal_count=3121 2938 2695 2508 2201 1793 1078 315
is_linear=0
shrinkage=0.00196078


Tree=5143
num_leaves=6
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split_feature=48 1 4 3 0
split_gain=1.82432e-05 4.70361e-05 4.91361e-05 3.65843e-05 2.37245e-05
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decision_type=2 2 2 2 2
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leaf_value=-0.01025304102063665 0.0084712087730648093 0.0115037230649095 -0.03013837091978594 0.010051678433412169 -0.0087683332054810294
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leaf_count=1278 365 374 146 527 431
internal_value=0 -0.00231455 -0.00685978 0.000284512 -0.0190643
internal_weight=0 0.00748895 0.00563533 0.00355456 0.00208077
internal_count=3121 2756 2382 1805 577
is_linear=0
shrinkage=0.1


Tree=5144
num_leaves=9
num_cat=0
split_feature=484 133 3 3 15 151 0 1
split_gain=0.000331953 7.10398e-05 9.31579e-05 9.53871e-05 7.31977e-05 0.000120732 9.616e-05 8.5656e-05
threshold=-1.0000000180025095e-35 0.099660000000000012 -0.12018999999999998 -0.078934999999999991 1.0000000180025095e-35 -0.044604999999999992 -0.13027499999999997 0.10089500000000001
decision_type=2 2 2 2 2 2 2 2
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leaf_weight=0.0010092783626516706 0.002002849279387064 0.0010708412499749196 0.0014742988849123012 0.0010513152972045922 0.0010973931002986916 0.0018195799686736313 0.0012138572731229963 0.0012379277962089512
leaf_count=515 264 411 933 173 237 149 240 199
internal_value=0 8.75894e-05 0.000139496 4.36776e-05 0.000146963 0.000242029 0.000388536 0.000135088
internal_weight=0 0.0109681 0.00989722 0.00789437 0.00642007 0.00532268 0.00427137 0.00245179
internal_count=3121 2606 2195 1931 998 761 588 439
is_linear=0
shrinkage=0.00196078


Tree=5145
num_leaves=9
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split_feature=11 48 0 2 0 4 12 13
split_gain=4.37655e-05 4.46716e-05 0.000137737 8.48799e-05 5.56464e-05 7.61638e-05 0.000129273 8.53494e-05
threshold=0.079915000000000014 0.016865000000000002 -0.20211999999999997 0.11237500000000002 -0.11756999999999999 0.09173000000000002 0.051320000000000005 -0.084034999999999985
decision_type=2 2 2 2 2 2 2 2
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leaf_value=-0.00055477169271576389 -0.00039432641951504392 -0.00020239442759001984 0.00064153100757982325 0.0003938539529391834 0.00032630497216248595 0.00037559687784044033 -0.00011164665658492783 -0.00088283395453192808
leaf_weight=0.0011138781983071524 0.0010363595769446671 0.0014512875210938025 0.001524672291986196 0.0012988223252816721 0.0011276862405741697 0.001127907988895783 0.0011255303310602769 0.0010823062000296069
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internal_value=0 2.92771e-05 0.000229974 -5.75835e-05 -0.000162713 -6.48716e-05 -0.000213816 -0.000489691
internal_weight=0 0.00985209 0.00297596 0.00687613 0.00557731 0.00446343 0.00333552 0.00220784
internal_count=3121 2922 572 2350 2010 1848 1678 1549
is_linear=0
shrinkage=0.00196078


Tree=5146
num_leaves=9
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split_feature=15 14 15 15 43 42 16 16
split_gain=2.66387e-05 2.84026e-05 5.08042e-05 4.52403e-05 3.45171e-05 8.95058e-05 5.65346e-05 1.28522e-05
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decision_type=2 2 2 2 2 2 2 2
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right_child=-2 2 3 4 5 -7 -8 -9
leaf_value=-0.00027967594034924255 -0.00030401660694308341 0.00040066028093962129 -0.0003625627922058507 0.00034981638000621576 0.00017872891818749849 -0.00053036739526021487 -0.00015531379634228933 0.00048295895269564966
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leaf_count=159 497 388 193 134 292 599 282 577
internal_value=0 2.97849e-05 6.65894e-05 -1.64626e-06 6.60848e-05 -1.19862e-05 0.00012931 0.000336158
internal_weight=0 0.00958765 0.00856858 0.00711525 0.00599096 0.00469821 0.00369191 0.00213807
internal_count=3121 2624 2465 2077 1884 1750 1151 869
is_linear=0
shrinkage=0.00196078


Tree=5147
num_leaves=8
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split_feature=12 3 3 47 52 12 4
split_gain=1.91128e-05 3.04936e-05 3.28061e-05 4.07493e-05 5.16657e-05 3.5415e-05 1.98936e-06
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decision_type=2 2 2 2 2 2 2
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leaf_weight=0.0010347029267077025 0.0010549295878512855 0.0010644585937827841 0.0010098990666471686 0.0016098517074421507 0.0010052742329132239 0.0017501158213897622 0.0010112049248352942
leaf_count=467 285 179 72 300 201 1290 327
internal_value=0 0.00150598 -0.000764394 0.00187446 -0.00274196 0.00269498 0.0117285
internal_weight=0 0.00848551 0.00742105 0.00641115 0.0048013 0.00376659 0.00201648
internal_count=3121 2836 2657 2585 2285 1818 528
is_linear=0
shrinkage=0.1


Tree=5148
num_leaves=7
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split_feature=457 1 12 48 0 3
split_gain=1.83418e-05 4.00144e-05 4.41125e-05 7.69009e-05 6.99621e-05 8.17555e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00849717 0.00720584 0.00523107 0.00377255 0.00230427
internal_count=3121 2963 2702 1949 1591 1336
is_linear=0
shrinkage=0.1


Tree=5149
num_leaves=7
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split_feature=47 4 4 2 48 2
split_gain=2.11571e-05 8.36495e-05 4.34023e-05 6.60109e-05 6.07512e-05 4.38898e-05
threshold=0.12431000000000002 0.24564500000000003 0.033845000000000007 0.11093500000000002 0.083985000000000018 0.084245000000000014
decision_type=2 2 2 2 2 2
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leaf_count=619 91 402 330 224 355 1100
internal_value=0 0.00156255 -0.00369925 0.000609672 -0.00511429 -0.0132399
internal_weight=0 0.00848766 0.00662618 0.00516276 0.00410967 0.00284082
internal_count=3121 3030 2628 2298 2074 1719
is_linear=0
shrinkage=0.1


Tree=5150
num_leaves=9
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split_feature=52 52 160 16 52 2 3 2
split_gain=3.91505e-05 9.74949e-05 4.4769e-05 0.000137202 7.35682e-05 7.67886e-05 8.72373e-05 9.56922e-05
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decision_type=2 2 2 2 2 2 2 2
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internal_value=0 2.7786e-05 -3.8022e-05 -0.00029473 3.71134e-05 -4.95676e-05 9.40409e-05 0.000279975
internal_weight=0 0.00994969 0.00892385 0.00202052 0.00690333 0.00583356 0.0041446 0.00290399
internal_count=3121 2767 2483 877 1606 1430 1166 832
is_linear=0
shrinkage=0.00196078


Tree=5151
num_leaves=8
num_cat=0
split_feature=484 160 16 0 1 12 43
split_gain=1.97546e-05 3.64269e-05 4.71971e-05 7.22491e-05 6.37203e-05 7.3214e-05 5.2949e-05
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decision_type=2 2 2 2 2 2 2
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internal_weight=0 0.00842702 0.00724158 0.00428619 0.00314585 0.00214293 0.00295539
internal_count=3121 2753 2121 1329 1240 455 792
is_linear=0
shrinkage=0.1


Tree=5152
num_leaves=8
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split_feature=11 3 1 15 3 133 16
split_gain=3.23378e-05 5.45484e-05 6.11063e-05 8.35165e-05 6.05774e-05 5.48191e-05 3.02989e-05
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decision_type=2 2 2 2 2 2 2
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internal_value=0 3.16281e-05 -2.66901e-05 -0.00020399 0.000133218 5.13507e-07 -6.17601e-05
internal_weight=0 0.00957282 0.00828643 0.00392952 0.00435691 0.00259922 0.00254614
internal_count=3121 2922 2764 1995 769 1067 289
is_linear=0
shrinkage=0.00196078


Tree=5153
num_leaves=7
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split_feature=50 4 12 3 43 0
split_gain=1.96753e-05 3.15807e-05 4.65386e-05 5.32641e-05 5.15441e-05 5.49917e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00841176 0.00719934 0.00617981 0.00463515 0.00264643
internal_count=3121 2561 2246 2033 1927 1182
is_linear=0
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Tree=5154
num_leaves=7
num_cat=0
split_feature=0 13 0 15 52 13
split_gain=2.08056e-05 3.38135e-05 8.68101e-05 6.13819e-05 4.40536e-05 3.27759e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00711055 0.00406789 0.00304266 0.00302186 0.00233545
internal_count=3121 2756 761 1995 279 365
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Tree=5155
num_leaves=9
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split_feature=11 3 3 3 40 2 3 52
split_gain=3.71462e-05 6.07302e-05 6.27237e-05 6.0004e-05 5.39087e-05 7.41008e-05 5.48293e-05 5.61531e-05
threshold=0.079915000000000014 -0.12018999999999998 -0.078934999999999991 -0.015584999999999998 -0.064864999999999992 0.085045000000000023 0.13524500000000003 -0.0064899999999999992
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 7 -7
right_child=-2 2 3 4 5 6 -8 -9
leaf_value=0.0004234310216488433 -0.0003652442062438546 -0.00039052090903073398 0.00041607777738225036 -0.00045549958276218903 0.00051834160247611811 -0.00054401083962464839 0.00026307922646973564 5.942380599163196e-05
leaf_weight=0.0012950097184766815 0.0010199514606465719 0.0015391350393378781 0.0013612131271161258 0.0010001152566022657 0.001001201592771203 0.0012444944694544112 0.0011626965177217868 0.0011323506742640034
leaf_count=158 199 1392 680 171 103 145 151 122
internal_value=0 2.80619e-05 -3.25937e-05 4.72227e-05 -4.33933e-05 4.73746e-05 -8.58441e-05 -0.000256529
internal_weight=0 0.00973622 0.00844121 0.00690207 0.00554086 0.00454074 0.00353954 0.00237685
internal_count=3121 2922 2764 1372 692 521 418 267
is_linear=0
shrinkage=0.00196078


Tree=5156
num_leaves=8
num_cat=0
split_feature=0 3 47 43 3 2 43
split_gain=1.91868e-05 3.8735e-05 5.49764e-05 5.13066e-05 5.77649e-05 3.61238e-05 2.20006e-05
threshold=-0.061629999999999997 -0.08824499999999999 0.087235000000000021 -0.0030899999999999994 0.092670000000000016 0.10097500000000002 -0.079734999999999986
decision_type=2 2 2 2 2 2 2
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right_child=5 2 -4 4 -6 -7 -8
leaf_value=-0.019489851758533596 0.0037813343843470745 0.024721650746817911 -0.0169008656907477 -0.019119135512143479 0.011600224619711764 -0.0074537156438967099 0.024509443429276547
leaf_weight=0.0011967878191644458 0.0010132342578103612 0.0011182665103957059 0.0013246069735284717 0.0010377789904425947 0.001492409165346046 0.0012245799279564503 0.0010352107757398816
leaf_count=537 107 1115 250 445 190 320 157
internal_value=0 -0.00333817 0.000548804 0.00688408 -0.000999592 0.00613382 0.0142566
internal_weight=0 0.00616985 0.00497306 0.00364845 0.00253019 0.00327302 0.00204845
internal_count=3121 2537 2000 1750 635 584 264
is_linear=0
shrinkage=0.1


Tree=5157
num_leaves=7
num_cat=0
split_feature=52 0 12 0 2 1
split_gain=1.59817e-05 3.5877e-05 4.58722e-05 4.58288e-05 5.20631e-05 4.54183e-05
threshold=0.11434500000000002 -0.077999999999999986 0.09202500000000001 -0.10607499999999999 0.11215000000000001 0.090540000000000023
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=-0.0037430358420580453 -0.010577342287787945 -0.00028155943801210187 0.023758670014832384 -0.019717450905763337 -0.014165452124650483 0.024439594793962377
leaf_weight=0.0010893202092195275 0.0012503661530126635 0.0019174887385423466 0.0013543531755023511 0.0013275712320268956 0.0012734545692976475 0.0012037127964154709
leaf_count=170 501 412 471 1269 154 144
internal_value=0 0.00156299 0.0096697 -0.00385661 0.00204734 0.0110513
internal_weight=0 0.0081659 0.00327184 0.00489406 0.00356649 0.00229303
internal_count=3121 2620 883 1737 468 314
is_linear=0
shrinkage=0.1


Tree=5158
num_leaves=8
num_cat=0
split_feature=133 3 3 13 49 47 15
split_gain=1.65299e-05 4.62869e-05 4.48363e-05 5.61391e-05 5.62558e-05 5.86744e-05 4.4848e-05
threshold=0.09389500000000002 -0.12018999999999998 -0.078934999999999991 -0.094514999999999988 -0.053364999999999996 0.092710000000000015 -0.07490999999999999
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=0.015889776738990741 -0.012148807324283121 -0.020324521644685602 0.021425096226417799 -0.024436366400358095 0.026406539788424405 -0.01560391386202264 -0.0021932675681347906
leaf_weight=0.0017476961756049784 0.0010070495765596857 0.0011532690243771602 0.0011123720506341934 0.0010096705368024136 0.0010981177881704239 0.0011701104718190749 0.0010950816586424257
leaf_count=310 539 1147 211 166 259 146 343
internal_value=0 0.00141042 -0.00240144 0.0013668 -0.00373551 0.00247892 0.0121264
internal_weight=0 0.00838632 0.00663862 0.00548535 0.00437298 0.00336331 0.0021932
internal_count=3121 2582 2272 1125 914 748 602
is_linear=0
shrinkage=0.1


Tree=5159
num_leaves=8
num_cat=0
split_feature=11 3 1 15 133 3 16
split_gain=4.83875e-05 4.7189e-05 6.16099e-05 9.72855e-05 7.14837e-05 6.92401e-05 3.50928e-05
threshold=0.079915000000000014 -0.12018999999999998 0.094385000000000011 -0.0040799999999999994 0.076280000000000014 0.083060000000000009 -0.061854999999999993
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -4 -7
right_child=-2 2 5 4 -6 6 -8
leaf_value=0.00038683308467078102 -0.00040912552508885498 -0.00062010710027755867 0.00043604997212402037 -0.00029035293988681173 0.0003534608852657549 0.00014214986672159925 -0.00031744765848585661
leaf_weight=0.0012922716892947569 0.0010293485683765405 0.0013506790150303919 0.0018295187843750229 0.0013478753721573227 0.0013050145727074869 0.0014352600215462377 0.0011509478346732882
leaf_count=158 199 928 480 733 334 187 102
internal_value=0 3.79607e-05 -1.55875e-05 -0.000191742 2.63532e-05 0.000144125 -6.23862e-05
internal_weight=0 0.00971157 0.0084193 0.00400357 0.00265289 0.00441573 0.00258621
internal_count=3121 2922 2764 1995 1067 769 289
is_linear=0
shrinkage=0.00196078


Tree=5160
num_leaves=8
num_cat=0
split_feature=11 3 133 1 0 4 3
split_gain=1.86109e-05 3.17504e-05 4.04032e-05 6.91938e-05 8.53632e-05 4.62035e-05 4.90863e-05
threshold=0.078065000000000009 -0.12018999999999998 0.083950000000000011 0.095285000000000022 -0.13455999999999999 0.053925000000000008 0.10893000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5 -7
right_child=-2 2 -4 5 -6 6 -8
leaf_value=0.01813617713106799 -0.012875348363629444 0.0033775402724210341 0.014197249655166258 0.018955611210860257 -0.035666045661589825 0.0082937254798702686 -0.021000896829534824
leaf_weight=0.0010093491708638583 0.0010086120668108206 0.0010144567733193391 0.0014480863045467562 0.0013278873058895414 0.0012499476943887075 0.0013180633487378975 0.0010104988604435119
leaf_count=146 211 105 965 283 1118 159 134
internal_value=0 0.00150287 -0.000775456 -0.00443739 -0.0181745 0.00406985 -0.00441892
internal_weight=0 0.00837829 0.00736894 0.00592085 0.0022644 0.00365645 0.00232856
internal_count=3121 2910 2764 1799 1223 576 293
is_linear=0
shrinkage=0.1


Tree=5161
num_leaves=8
num_cat=0
split_feature=48 2 15 2 52 43 4
split_gain=4.35626e-05 7.06054e-05 5.27906e-05 7.95284e-05 8.33707e-05 6.89486e-05 4.71556e-05
threshold=0.11951500000000001 0.113445 -0.11713499999999999 0.10327000000000001 -0.088204999999999992 -0.0037449999999999996 -0.0016099999999999997
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 3 -5 5 6 -8
leaf_value=-0.00046331803940485075 -0.00038853602751067634 0.00039350450930984422 -0.00028530116265831039 -0.0004738016760418451 -5.7585999831954552e-05 0.00068104620581306726 0.00017411849773813222
leaf_weight=0.0010096685778003215 0.0010496281769487364 0.0017172672917225391 0.0016208481808673344 0.0010941960849266312 0.0019117724680006633 0.0013950437484006335 0.0014273533782143437
leaf_count=276 114 431 390 250 1121 384 155
internal_value=0 3.10156e-05 -4.25745e-05 1.44532e-05 9.85201e-05 0.00022993 0.000424681
internal_weight=0 0.0101761 0.00845888 0.00744921 0.00635502 0.00473417 0.0028224
internal_count=3121 3007 2576 2300 2050 1660 539
is_linear=0
shrinkage=0.00196078


Tree=5162
num_leaves=9
num_cat=0
split_feature=4 0 1 14 15 47 4 43
split_gain=4.85161e-05 8.05863e-05 4.9313e-05 5.3354e-05 0.000103084 8.37931e-05 9.88834e-05 0.000101204
threshold=-0.49405499999999997 0.010870000000000003 0.077565000000000009 -1.0000000180025095e-35 -0.10653 0.092530000000000015 0.0061450000000000003 -0.0024749999999999993
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=-0.00042384207286382447 -0.00035797531872058119 0.00051589170091310651 -0.00037900157016307741 0.00056878069129389253 0.0002767709378527717 -0.00052321126057261632 0.0004476492233474408 -0.00056527095955166576
leaf_weight=0.0010018550385163362 0.0015058534530799396 0.0011553455534837271 0.0010484026383043594 0.0013986769433983635 0.0010175123831586072 0.0010585186527223567 0.0017397817649026925 0.0011912315884106362
leaf_count=156 1552 161 145 219 375 134 136 243
internal_value=0 2.85113e-05 -3.4334e-05 3.10468e-05 9.8158e-05 -3.33066e-05 9.80268e-05 -0.000177364
internal_weight=0 0.0101153 0.00895998 0.00745412 0.00640572 0.00500704 0.00394853 0.00220874
internal_count=3121 2965 2804 1252 1107 888 754 618
is_linear=0
shrinkage=0.00196078


Tree=5163
num_leaves=8
num_cat=0
split_feature=133 42 133 160 4 52 49
split_gain=1.70113e-05 4.16777e-05 3.54032e-05 0.00011201 8.6618e-05 8.93891e-05 9.89441e-05
threshold=0.09389500000000002 0.091295000000000015 -0.0054649999999999985 -1.0000000180025095e-35 0.24564500000000003 0.0031350000000000002 -0.043469999999999995
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=0.015487733702128782 -0.012287764663137194 0.018130695970166078 -0.027949024088585767 0.0047778793908775461 0.028182499468820312 0.02055407951760703 -0.035277453125956884
leaf_weight=0.0010416789472537154 0.0010147282083505281 0.0012673104705488688 0.0015229101574295596 0.0012763576970339825 0.0010754394412603088 0.001024955977048637 0.0011932140374458658
leaf_count=728 539 408 557 145 156 157 431
internal_value=0 0.00141956 -0.00154884 -0.00446152 0.00336552 -0.00427189 -0.0145755
internal_weight=0 0.00840187 0.00713456 0.00609288 0.00456997 0.00349453 0.00246957
internal_count=3121 2582 2174 1446 889 733 576
is_linear=0
shrinkage=0.1


Tree=5164
num_leaves=8
num_cat=0
split_feature=484 12 15 52 49 1 3
split_gain=1.79179e-05 3.21149e-05 3.84434e-05 6.41725e-05 6.60117e-05 8.51998e-05 5.44772e-05
threshold=0.084040000000000017 0.10408500000000002 0.088345000000000021 0.096795000000000006 -0.043469999999999995 0.089770000000000016 0.099930000000000005
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=0.010998553488479435 0.012272442013606459 -0.017183106473877132 0.017268443536716509 0.017467336815961916 -0.037494505441414694 0.010199941494895698 -0.021217312781891779
leaf_weight=0.0013387052853521286 0.0010474110755751441 0.0011418725937152813 0.0011924393060281065 0.0012793847535844697 0.0011396241167156945 0.0012308689618900021 0.00100058662484016
leaf_count=265 368 313 550 237 922 333 133
internal_value=0 -0.00160542 0.000871424 -0.00239321 -0.00778821 -0.0152487 -0.00388758
internal_weight=0 0.00832348 0.00718161 0.00598917 0.00470978 0.00337108 0.00223146
internal_count=3121 2753 2440 1890 1653 1388 466
is_linear=0
shrinkage=0.1


Tree=5165
num_leaves=7
num_cat=0
split_feature=52 15 3 1 2 43
split_gain=1.79776e-05 3.33547e-05 9.37202e-05 7.65955e-05 0.000103892 6.53613e-05
threshold=0.11434500000000002 -0.016799999999999995 -0.08824499999999999 0.11181500000000001 0.090675000000000019 -0.0030899999999999994
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=-0.014826789301501201 -0.011234734265305503 -0.011424025576427126 0.038993210242149696 -0.020344767082583936 0.02851248430035306 0.0064672015557324797
leaf_weight=0.0010712021257705446 0.0012457772857243339 0.0015478032404106917 0.0010444606740036733 0.0017715074390610621 0.0011436356950864878 0.0015124645583256767
leaf_count=430 501 480 509 333 452 416
internal_value=0 0.00166982 0.00799715 -0.00484542 0.00755153 0.0197535
internal_weight=0 0.00809107 0.00410473 0.00398635 0.00221484 0.00255693
internal_count=3121 2620 1405 1215 882 925
is_linear=0
shrinkage=0.1


Tree=5166
num_leaves=7
num_cat=0
split_feature=1 42 16 160 52 160
split_gain=1.89156e-05 5.38959e-05 3.31668e-05 3.84923e-05 5.46531e-05 0.000109561
threshold=0.12500000000000003 0.091545000000000015 -0.25582999999999995 -0.027994999999999996 0.024145000000000003 0.079055000000000014
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=0.013801958566488279 0.010838608098209591 -0.023604214169297918 0.012115438879912645 -0.033173177571790918 0.0089750019449369566 0.0079732656039032887
leaf_weight=0.0016086562677034644 0.0013631800491337711 0.001000976456913839 0.0013352384390530117 0.0015335353721287459 0.0013385557755134008 0.0011195730438402715
leaf_count=233 279 601 554 673 500 281
internal_value=0 -0.00191264 0.00121801 -0.00258218 -0.00749864 -0.01581
internal_weight=0 0.00793654 0.00693556 0.0053269 0.00399166 0.00265311
internal_count=3121 2842 2241 2008 1454 954
is_linear=0
shrinkage=0.1


Tree=5167
num_leaves=8
num_cat=0
split_feature=48 48 51 0 42 3 12
split_gain=4.25162e-05 8.29508e-05 0.000102833 9.36807e-05 5.57386e-05 7.5012e-05 8.22179e-05
threshold=0.11951500000000001 0.093265000000000015 0.086310000000000012 -0.17169499999999996 0.086325000000000013 0.076840000000000006 0.084100000000000022
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 4 -6 -7 -8
leaf_value=0.00058071166431989286 -0.0003893979349152981 0.00054453516668002966 -0.00062354154598729783 0.00058106660536619541 -0.00034426329217980653 -0.00027289509326395119 -5.7604148297361044e-05
leaf_weight=0.0010747944104271658 0.0010248751450358711 0.0010732941105476316 0.0010033366712402505 0.0014723304180616038 0.0017421189174280684 0.0016447765543500109 0.0016360860459352208
leaf_count=110 114 239 325 360 901 163 909
internal_value=0 3.06474e-05 -3.36853e-05 4.44939e-05 -4.42353e-05 6.57296e-05 0.000244908
internal_weight=0 0.00964674 0.00857344 0.00757011 0.00649531 0.00475319 0.00310842
internal_count=3121 3007 2768 2443 2333 1432 1269
is_linear=0
shrinkage=0.00196078


Tree=5168
num_leaves=8
num_cat=0
split_feature=1 42 457 49 52 15 0
split_gain=3.56987e-05 4.97047e-05 3.77421e-05 9.91764e-05 3.33771e-05 7.39824e-05 5.94761e-05
threshold=0.12500000000000003 0.091735000000000025 0.087995000000000004 -0.00064499999999999985 -0.061194999999999992 -0.10203999999999998 0.062580000000000011
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 4 5 6 -8
leaf_value=-0.00048511212520584721 0.00027556623455003319 -0.00044008516903583155 0.00036185185462794952 0.00036390193098311192 -0.00043481961453214357 0.00035490788481614934 -0.00023027580747814733
leaf_weight=0.0015318410948394938 0.0015372539504220099 0.0010909059665100201 0.0010028187501904869 0.0012323831567798253 0.001115878568507889 0.0019743751860354436 0.0010090175782566935
leaf_count=410 279 583 138 464 169 1036 42
internal_value=0 -4.78614e-05 6.53252e-06 -4.53828e-05 8.09561e-05 -4.10729e-06 0.000156992
internal_weight=0 0.00895722 0.00786631 0.0068635 0.00533165 0.00409927 0.00298339
internal_count=3121 2842 2259 2121 1711 1247 1078
is_linear=0
shrinkage=0.00196078


Tree=5169
num_leaves=9
num_cat=0
split_feature=15 151 3 16 1 48 4 1
split_gain=4.26001e-05 6.47787e-05 4.93166e-05 0.000107112 5.30661e-05 4.18303e-05 7.99085e-05 6.67176e-05
threshold=-0.24436499999999997 -0.086654999999999982 -0.10519499999999998 -0.25582999999999995 0.077845000000000011 0.091545000000000015 -0.083854999999999985 0.095285000000000022
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 6 -5 -8
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leaf_weight=0.0010081794261729273 0.0010052893666990187 0.0010542211382569644 0.0013210599663759518 0.0013378053196577908 0.0010001703542960713 0.0010413993842870069 0.0014769118421186175 0.0014720612409593764
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internal_value=0 -4.73827e-05 -0.000101815 -0.000183856 0.000163719 -5.99379e-05 -0.000145568 -0.000325879
internal_weight=0 0.00970892 0.00870363 0.00664924 0.00205439 0.00532818 0.00428678 0.00294897
internal_count=3121 2868 2608 2288 320 2104 1870 1484
is_linear=0
shrinkage=0.00196078


Tree=5170
num_leaves=7
num_cat=0
split_feature=52 0 4 15 1 16
split_gain=1.74719e-05 3.14909e-05 3.87767e-05 3.44462e-05 4.54001e-05 4.54706e-05
threshold=0.11434500000000002 -0.077999999999999986 -0.35136499999999998 -0.11713499999999999 0.094465000000000007 -0.088159999999999988
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_count=279 501 202 681 359 210 889
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internal_weight=0 0.00808656 0.00323998 0.00484658 0.00370333 0.00218684
internal_count=3121 2620 883 1737 1458 1248
is_linear=0
shrinkage=0.1


Tree=5171
num_leaves=9
num_cat=0
split_feature=15 49 15 15 4 1 16 12
split_gain=3.8023e-05 3.08474e-05 6.52569e-05 6.0371e-05 8.55079e-05 6.71028e-05 7.01833e-05 3.84652e-05
threshold=0.091650000000000023 -0.006494999999999999 -0.049819999999999996 -0.037864999999999989 -0.084369999999999987 0.10752500000000002 -0.076669999999999988 0.085885000000000017
decision_type=2 2 2 2 2 2 2 2
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internal_count=3121 2624 539 2085 1033 1052 367 513
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Tree=5172
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split_feature=4 4 2 2 13 1
split_gain=1.54217e-05 3.30747e-05 3.97586e-05 4.7028e-05 6.56591e-05 2.39247e-05
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decision_type=2 2 2 2 2 2
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leaf_count=1007 352 195 327 508 543 189
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internal_weight=0 0.00784265 0.00634112 0.00485861 0.00344973 0.00211808
internal_count=3121 2769 2574 2247 1739 732
is_linear=0
shrinkage=0.1


Tree=5173
num_leaves=8
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split_feature=15 49 15 4 1 151 12
split_gain=3.59444e-05 3.22514e-05 5.76401e-05 0.000103677 7.0816e-05 5.44201e-05 3.55254e-05
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decision_type=2 2 2 2 2 2 2
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leaf_weight=0.0012049297613605956 0.0010352600814409084 0.0015596312427196791 0.0010032696101295857 0.0017594984870700466 0.0017194439230696027 0.0011163167925652374 0.00119797453789556
leaf_count=359 497 721 222 520 331 180 291
internal_value=0 3.21201e-05 9.66034e-05 0.000255793 -9.56797e-05 -0.000168999 -2.7831e-05
internal_weight=0 0.00956106 0.00723982 0.00396074 0.00327908 0.00232125 0.00220124
internal_count=3121 2624 2085 1033 1052 539 513
is_linear=0
shrinkage=0.00196078


Tree=5174
num_leaves=8
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split_feature=48 16 52 0 0 2 16
split_gain=4.20046e-05 9.15433e-05 6.545e-05 7.22666e-05 7.50427e-05 4.2666e-05 3.71461e-05
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decision_type=2 2 2 2 2 2 2
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leaf_value=0.00057124338826849313 -0.00038342623252804144 0.00033253701678706403 -0.00049680156656620102 0.00042644135294058556 -0.00056754329111860936 -0.00016690707980313987 2.6680447360464437e-05
leaf_weight=0.0010825956694690891 0.0010254042724708113 0.001059306465795354 0.0010327073413309816 0.0018341632057693297 0.0011783195262717429 0.001734167077167152 0.0017428107171693573
leaf_count=192 114 91 437 476 1226 226 359
internal_value=0 3.39509e-05 -3.38313e-05 2.95053e-05 -0.000152559 2.24859e-05 0.000231666
internal_weight=0 0.00966407 0.00858147 0.00754877 0.00397179 0.00279347 0.00357697
internal_count=3121 3007 2815 2378 1543 317 835
is_linear=0
shrinkage=0.00196078


Tree=5175
num_leaves=7
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split_feature=1 42 151 16 4 13
split_gain=1.53544e-05 4.45323e-05 3.37784e-05 8.38148e-05 4.86071e-05 3.92172e-05
threshold=0.12500000000000003 0.091545000000000015 -0.0083949999999999979 -0.25582999999999995 -0.0029599999999999995 -0.0034749999999999994
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 4 -6 -7
leaf_value=-0.012530038061276547 0.0096860799402018402 -0.021444527082899879 0.028065710161531456 0.015577128507077152 -0.015688980395464399 -0.0090339833623169358
leaf_weight=0.0014451313057586637 0.0013787317683557005 0.0010031012655161908 0.0011971312591773581 0.0017071159366197767 0.0015975401003827036 0.0010430701759925195
leaf_count=451 279 601 162 799 365 464
internal_value=0 -0.0017409 0.00108668 0.00463555 -0.00181587 0.00624281
internal_weight=0 0.00799309 0.00698999 0.00554486 0.00434773 0.00275019
internal_count=3121 2842 2241 1790 1628 1263
is_linear=0
shrinkage=0.1


Tree=5176
num_leaves=8
num_cat=0
split_feature=52 13 3 42 49 3 43
split_gain=1.62371e-05 3.20037e-05 3.94425e-05 2.50441e-05 5.84336e-05 4.44256e-05 2.05631e-05
threshold=0.11434500000000002 -0.17933499999999997 0.097915000000000016 0.084050000000000014 -0.006494999999999999 -0.082154999999999992 -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=0.01758250330456056 -0.01062914730942317 -0.0098393900697802683 -0.015880431631927053 -0.018677779802873187 0.0076175229518282541 0.0091850223853817258 0.027149536731008634
leaf_weight=0.0010836250428355584 0.0012565283819073797 0.0011454300274724954 0.0014027301044192489 0.0011802843268132767 0.0010057732871850782 0.0011108118484013988 0.0011614368373566812
leaf_count=148 501 237 136 427 667 641 364
internal_value=0 0.00158938 -0.000884123 0.00286976 0.00842942 -0.00516882 0.018085
internal_weight=0 0.00809009 0.00700647 0.00560374 0.00331264 0.0022911 0.00216721
internal_count=3121 2620 2472 2336 1268 1068 1031
is_linear=0
shrinkage=0.1


Tree=5177
num_leaves=9
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split_feature=15 15 4 40 47 16 15 4
split_gain=4.34383e-05 3.47893e-05 4.09791e-05 4.88527e-05 0.000137461 7.63257e-05 8.28928e-05 0.000133602
threshold=0.091650000000000023 -0.24436499999999997 0.25615500000000008 -0.055059999999999991 0.092165000000000011 -0.088394999999999987 -0.0063699999999999989 -0.10429499999999998
decision_type=2 2 2 2 2 2 2 2
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right_child=-2 2 -4 4 -6 6 7 -9
leaf_value=0.00038160723452234318 -0.00038241251313536829 -0.00035382614273125472 -0.0003393219153843187 -0.00038812373238245496 0.00067807337464695307 -0.0003398011938799249 -0.00017682539390686893 0.00072137241975488891
leaf_weight=0.0010013310937883593 0.0010607569066102317 0.0010007862076904179 0.0012090789237051763 0.0015991992890704229 0.0013144423431346143 0.0010431999634912476 0.0011614795742064137 0.001409144466677567
leaf_count=253 497 163 168 424 249 647 211 509
internal_value=0 3.54262e-05 -4.24751e-06 4.95673e-05 0.000111415 -3.14652e-05 0.000126364 0.000315542
internal_weight=0 0.00973866 0.00873733 0.00752825 0.00652747 0.00521302 0.00361382 0.00257062
internal_count=3121 2624 2371 2203 2040 1791 1367 720
is_linear=0
shrinkage=0.00196078


Tree=5178
num_leaves=8
num_cat=0
split_feature=4 151 16 15 16 52 12
split_gain=1.56366e-05 3.33079e-05 5.07769e-05 6.37826e-05 4.33238e-05 4.75936e-05 3.05596e-05
threshold=0.27287000000000006 -0.024429999999999997 -0.088394999999999987 -0.037864999999999989 0.023255000000000001 0.091275000000000009 0.086850000000000024
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_weight=0.0012838936190526307 0.0015049028050410926 0.001110226276050875 0.0010698454483605143 0.00104493898723411 0.001209783626250187 0.001121318796991796 0.0010047474244196364
leaf_count=451 352 246 526 843 249 109 345
internal_value=0 -0.00184202 -0.00472451 0.00134321 0.00808583 0.000501377 -0.0174795
internal_weight=0 0.00784475 0.00656086 0.00444589 0.00337604 0.0023311 0.00211497
internal_count=3121 2769 2318 1727 1201 358 591
is_linear=0
shrinkage=0.1


Tree=5179
num_leaves=8
num_cat=0
split_feature=11 48 0 2 2 13 12
split_gain=3.85348e-05 4.59096e-05 0.000147814 6.71161e-05 5.3264e-05 7.09927e-05 5.53208e-05
threshold=0.079915000000000014 0.016865000000000002 -0.20211999999999997 0.11237500000000002 0.084245000000000014 -0.08971999999999998 0.051320000000000005
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 -4 -5 5 -7 -8
leaf_value=0.00035435445108206821 -0.00037362277842639674 -0.00021535624173755577 0.00066612778572374732 0.00034459056846807554 3.6657089305280617e-05 -0.00063865521107711826 -0.00018941247165690084
leaf_weight=0.0011738516747475383 0.0010088859206127078 0.0014337528433753244 0.0014929810125858638 0.0012828035168535624 0.0010036460437227081 0.0014826287843060122 0.0018576844523927214
leaf_count=144 199 82 490 340 158 1058 650
internal_value=0 2.89682e-05 0.000234305 -5.94012e-05 -0.000153323 -0.000366049 2.11414e-05
internal_weight=0 0.00972735 0.00292673 0.00680061 0.00551781 0.00248627 0.00303154
internal_count=3121 2922 572 2350 2010 1216 794
is_linear=0
shrinkage=0.00196078


Tree=5180
num_leaves=9
num_cat=0
split_feature=133 42 0 47 1 49 160 48
split_gain=4.36622e-05 4.93036e-05 7.65029e-05 6.97486e-05 7.06546e-05 0.00010199 6.0281e-05 5.04607e-05
threshold=0.099660000000000012 -0.088934999999999986 0.056435000000000006 0.087235000000000021 0.111945 -0.069799999999999987 -1.0000000180025095e-35 0.10096000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7 -5
right_child=-2 2 -4 7 -6 6 -8 -9
leaf_value=-0.00036601938467953284 -0.00039807810552326255 -0.00049414154996596591 0.00057269505045068011 -0.00059954140259770657 0.00053012856342856253 -0.00017593322559605762 0.00039451322224295845 1.5436839700315339e-05
leaf_weight=0.0010645739629586938 0.0010003489414829982 0.0011489038408374224 0.0010671865450878493 0.0010417141203675074 0.0012813739513899179 0.0011105012622046988 0.0019857900590389602 0.001010645015027444
leaf_count=323 483 184 168 187 274 493 883 126
internal_value=0 3.21487e-05 8.11742e-05 1.19632e-05 0.000126592 4.78782e-06 0.00018992 -0.000296707
internal_weight=0 0.00971069 0.00864611 0.00757893 0.00552657 0.0042452 0.00309629 0.00205236
internal_count=3121 2638 2315 2147 1834 1560 1376 313
is_linear=0
shrinkage=0.00196078


Tree=5181
num_leaves=9
num_cat=0
split_feature=133 16 12 13 4 0 51 16
split_gain=5.70019e-05 4.36017e-05 8.31657e-05 7.61326e-05 9.70511e-05 7.50897e-05 6.13553e-05 8.10063e-05
threshold=0.099660000000000012 0.013515000000000001 0.088365000000000013 0.038215000000000006 -0.062539999999999984 -0.084269999999999984 0.081440000000000026 -0.5048999999999999
decision_type=2 2 2 2 2 2 2 2
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right_child=-2 3 -4 -5 -6 -7 -8 -9
leaf_value=0.00020840534435072368 -0.00045017785051224902 -0.00042609616574655835 -0.00041230621078434813 0.00062342145346879385 0.00039894016530987373 0.00055792358935315362 0.0003287022900744632 -0.0005061022363908273
leaf_weight=0.0010236948020101477 0.0010105473261081887 0.0010502431549548599 0.0018082674425904544 0.0011717786468684582 0.0011466620823117821 0.0010044337267294595 0.0011500911352970026 0.0015097563627610559
leaf_count=136 483 179 699 168 313 355 140 648
internal_value=0 3.87823e-05 -5.50892e-05 0.000219806 4.52681e-06 8.26982e-05 -4.68869e-05 -0.00021739
internal_weight=0 0.00986493 0.00649624 0.00336868 0.00219691 0.00468798 0.00368354 0.00253345
internal_count=3121 2638 1978 660 492 1279 924 784
is_linear=0
shrinkage=0.00196078


Tree=5182
num_leaves=8
num_cat=0
split_feature=52 160 150 51 16 0 16
split_gain=1.79209e-05 7.10814e-05 5.48534e-05 6.89799e-05 3.99145e-05 4.92943e-05 1.75355e-05
threshold=-0.046924999999999988 -1.0000000180025095e-35 0.086615000000000011 -0.076794999999999988 -0.056919999999999991 -0.11756999999999999 -0.15241499999999997
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=-0.002410623153253022 -0.025432168385226384 -0.0063325428511646579 -0.013165755910831118 0.033217407920620272 -0.011535524072692628 0.026757808445246518 0.0083245235781620099
leaf_weight=0.0011129338369215667 0.0011671913398082307 0.001446322967763205 0.0010152347300504275 0.0010619590463466205 0.001528225874822623 0.0010549558466741819 0.0010103034090429945
leaf_count=337 743 200 136 480 206 170 849
internal_value=0 -0.00319533 0.00602682 0.0149859 0.0019546 0.00782545 0.0177404
internal_weight=0 0.006207 0.00319013 0.00217489 0.00503981 0.00351158 0.00206526
internal_count=3121 2168 953 817 1425 1219 1019
is_linear=0
shrinkage=0.1


Tree=5183
num_leaves=9
num_cat=0
split_feature=48 50 4 40 3 12 3 52
split_gain=4.74312e-05 8.09323e-05 0.000100255 6.97531e-05 0.000120237 9.40233e-05 7.54566e-05 5.85799e-05
threshold=0.11951500000000001 0.079410000000000008 0.27834500000000006 -1.0000000180025095e-35 0.10542000000000001 0.084100000000000022 -0.10519499999999998 -0.066844999999999988
decision_type=2 2 2 2 2 2 2 2
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right_child=-2 -3 -4 4 -6 6 -8 -9
leaf_value=-0.00040786329260934497 -0.00040354092876639824 -0.00044661391477563469 0.00068189609570848083 -0.00012047678257391153 0.00065835436227096474 8.2065186936231503e-05 -0.0005868196671792561 0.00049061833502691394
leaf_weight=0.0011908220457153545 0.0010244064447849999 0.0011578132464817844 0.0010225049455267624 0.0010015569359040251 0.0012353631642466334 0.0011870178996696793 0.0014290397286143355 0.0015159570719747986
leaf_count=203 114 570 289 133 93 188 1301 230
internal_value=0 4.00076e-05 0.000105657 2.77165e-05 0.000109158 -2.30023e-05 -0.000283318 0.000247503
internal_weight=0 0.00974008 0.00858226 0.00755976 0.00636893 0.00513357 0.00261606 0.00251751
internal_count=3121 3007 2437 2148 1945 1852 1489 363
is_linear=0
shrinkage=0.00196078


Tree=5184
num_leaves=8
num_cat=0
split_feature=133 42 15 1 15 16 0
split_gain=1.83479e-05 4.59629e-05 4.97819e-05 6.57254e-05 6.82308e-05 4.85423e-05 7.63854e-05
threshold=0.09389500000000002 0.091295000000000015 1.0000000180025095e-35 1.0000000180025095e-35 -0.037864999999999989 -0.062804999999999986 -0.23001499999999997
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=-0.019256771956892078 -0.012824054465329011 0.019026428842389139 -0.017471819409742 -0.010870549382298332 0.028190337596226689 -0.017105737835526807 0.026541025735986296
leaf_weight=0.0010894518062053871 0.0010052034574334146 0.0012664377737304352 0.0015543549745915802 0.0010269303217296274 0.0012298430502166316 0.0010538204503067619 0.0011647598295052345
leaf_count=621 539 408 740 73 268 217 255
internal_value=0 0.00147312 -0.00164946 0.00277002 0.00813208 0.000531272 0.00901159
internal_weight=0 0.0083856 0.00711916 0.00556481 0.00447535 0.00324551 0.00219169
internal_count=3121 2582 2174 1434 813 545 328
is_linear=0
shrinkage=0.1


Tree=5185
num_leaves=10
num_cat=0
split_feature=48 50 4 42 43 47 13 49 4
split_gain=6.24675e-05 0.000101568 0.000124734 7.00505e-05 7.04023e-05 7.15997e-05 7.81861e-05 0.000118674 4.93203e-05
threshold=0.11951500000000001 0.088425000000000017 0.27834500000000006 0.091735000000000025 0.093175000000000022 0.092165000000000011 -0.033284999999999988 -0.066894999999999982 -0.036839999999999991
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
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leaf_weight=0.0017062327416026658 0.0010783352665597159 0.0010160063095021174 0.0010951323472203007 0.0010651848083728108 0.0011067656674076075 0.0010297052718971408 0.0010364507000100607 0.0010682245863520754 0.0011197527800432291
leaf_count=646 114 521 289 415 151 142 121 489 233
internal_value=0 3.53627e-05 0.000100151 1.64924e-05 8.71436e-05 2.81146e-06 -9.53979e-05 8.42139e-05 0.000343115
internal_weight=0 0.0102435 0.00922745 0.00813232 0.00706713 0.00596037 0.00493066 0.00322443 0.00218798
internal_count=3121 3007 2486 2197 1782 1631 1489 843 722
is_linear=0
shrinkage=0.00196078


Tree=5186
num_leaves=8
num_cat=0
split_feature=12 43 2 12 12 52 16
split_gain=1.72752e-05 5.91415e-05 5.16987e-05 0.000106007 9.30703e-05 4.10677e-05 8.64805e-05
threshold=0.051320000000000005 -0.043144999999999996 0.08622500000000001 0.09334000000000002 0.095330000000000012 -0.0064899999999999992 -0.18708499999999997
decision_type=2 2 2 2 2 2 2
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right_child=2 5 3 -5 -6 6 -8
leaf_value=0.023447865508810825 -0.037100829306088677 -0.014298350076220344 0.026904485982457656 -0.014829287133249748 0.0048394667795349164 -0.013681838606636899 0.027340688576107559
leaf_weight=0.0011909535878369933 0.0010473927744942056 0.0015883218295828505 0.0011839606742724805 0.0012525205816868404 0.0010692831553065357 0.0010139265905824764 0.0010420325341363999
leaf_count=298 791 240 726 587 196 164 119
internal_value=0 0.00410165 -0.0044814 0.00545043 -0.0159138 -0.00222071 0.00710982
internal_weight=0 0.00483523 0.00455316 0.00243648 0.00211668 0.00364428 0.00205596
internal_count=3121 821 2300 1313 987 523 283
is_linear=0
shrinkage=0.1


Tree=5187
num_leaves=8
num_cat=0
split_feature=15 484 12 0 2 3 16
split_gain=3.61784e-05 3.72524e-05 4.60847e-05 6.77777e-05 9.36008e-05 5.78974e-05 3.03563e-05
threshold=0.091650000000000023 0.084040000000000017 0.09334000000000002 -0.019414999999999998 0.073895000000000002 -0.00083499999999999991 -0.094359999999999986
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
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leaf_weight=0.0013901728798358885 0.0010192862063518561 0.001152981655236353 0.0019828833815341094 0.0012333821861877682 0.0011077540556124516 0.0013701979547530094 0.0012600398667666347
leaf_count=352 497 336 509 181 967 127 152
internal_value=0 2.88752e-05 -1.67723e-05 6.45814e-05 -3.46753e-05 0.000126874 -3.14933e-05
internal_weight=0 0.00949741 0.00834443 0.00636155 0.00512816 0.00373799 0.00263024
internal_count=3121 2624 2288 1779 1598 1246 279
is_linear=0
shrinkage=0.00196078


Tree=5188
num_leaves=10
num_cat=0
split_feature=15 151 0 3 47 4 16 0 16
split_gain=3.98557e-05 6.517e-05 4.86843e-05 8.71427e-05 6.773e-05 7.28941e-05 7.74447e-05 6.43791e-05 5.90308e-05
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decision_type=2 2 2 2 2 2 2 2 2
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leaf_weight=0.0010003573883169336 0.001003116835381168 0.0011489180718550248 0.0012018974399734131 0.0011140081868096438 0.0010720909827425431 0.0010317981915662763 0.0010180956505200303 0.0010275157155776793 0.001054448295248924
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internal_value=0 -5.20288e-05 -0.00010678 7.86687e-05 -0.000223211 -0.000112191 0.000153939 0.000302437 -0.000359783
internal_weight=0 0.00967189 0.00866877 0.00334342 0.00532535 0.00425326 0.00204989 0.00222941 0.00220337
internal_count=3121 2868 2608 468 2140 1955 380 362 1575
is_linear=0
shrinkage=0.00196078


Tree=5189
num_leaves=8
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split_feature=15 151 4 1 2 47 13
split_gain=3.48424e-05 4.93881e-05 5.17813e-05 5.47139e-05 8.08532e-05 7.69318e-05 4.61446e-05
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decision_type=2 2 2 2 2 2 2
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leaf_weight=0.0010232869454334806 0.0010031028983895152 0.0014167180864559847 0.0010460598261568766 0.0017508613601894354 0.0015527985957954887 0.0015145453805094707 0.001643020128874237
leaf_count=253 260 307 755 303 766 138 339
internal_value=0 -4.6648e-05 -9.30164e-05 -0.000200904 -0.000413204 -3.19399e-05 0.00011376
internal_weight=0 0.00992711 0.008924 0.00586427 0.00259886 0.00326541 0.00305974
internal_count=3121 2868 2608 1962 1521 441 646
is_linear=0
shrinkage=0.00196078


Tree=5190
num_leaves=7
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split_feature=42 49 12 52 52 15
split_gain=1.93011e-05 3.35789e-05 4.26675e-05 0.000118586 5.3938e-05 3.63786e-05
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decision_type=2 2 2 2 2 2
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leaf_count=862 360 400 375 207 496 421
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internal_weight=0 0.00790061 0.00598876 0.00470808 0.00370427 0.00231373
internal_count=3121 2259 1899 1524 1124 628
is_linear=0
shrinkage=0.1


Tree=5191
num_leaves=7
num_cat=0
split_feature=52 160 52 52 2 43
split_gain=2.35543e-05 6.67163e-05 5.28645e-05 3.53864e-05 8.67317e-05 7.92793e-05
threshold=-0.046924999999999988 -1.0000000180025095e-35 -0.088204999999999992 0.10347000000000002 0.10613000000000002 -0.0037449999999999996
decision_type=2 2 2 2 2 2
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leaf_value=-0.0030650000076972916 -0.025296102427357338 -0.013617381270466168 0.023527248177041934 0.017708839254928568 -0.024647380663357196 0.021090467445056008
leaf_weight=0.0019934546211873502 0.0011594760782497491 0.0011055218341090645 0.0011961435448141749 0.0010432436704682167 0.0012627252934646303 0.0016261963284654173
leaf_count=680 743 593 273 204 210 418
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internal_weight=0 0.00619716 0.0031896 0.00503769 0.00399444 0.00273172
internal_count=3121 2168 953 1425 1221 1011
is_linear=0
shrinkage=0.1


Tree=5192
num_leaves=8
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split_feature=484 1 457 4 4 0 4
split_gain=1.96257e-05 2.959e-05 6.36055e-05 6.37345e-05 8.09943e-05 5.34185e-05 2.70247e-05
threshold=0.084040000000000017 0.12500000000000003 0.045365000000000009 -0.077679999999999985 0.053180000000000012 0.11070500000000001 0.25615500000000008
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 4 6 -7 -8
leaf_value=0.017819872088857922 0.012796860328125867 0.012137671398557124 0.017175315426240328 -0.039291016162374653 0.0057486941352272222 -0.012657558322349022 -0.01573962742719966
leaf_weight=0.0012975063657139241 0.0010524138038056916 0.0013030026493078906 0.0011543797184253345 0.0011146019005734971 0.0010128539729115102 0.0010328936633692799 0.0013863810939070496
leaf_count=801 368 232 218 952 258 116 176
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internal_weight=0 0.00830162 0.00699862 0.00584424 0.00351384 0.0023304 0.00239924
internal_count=3121 2753 2521 2303 1386 917 434
is_linear=0
shrinkage=0.1


Tree=5193
num_leaves=7
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split_feature=4 4 2 2 13 1
split_gain=1.87032e-05 3.2539e-05 3.92987e-05 3.49033e-05 5.65605e-05 2.18584e-05
threshold=0.27287000000000006 0.098655000000000007 0.11093500000000002 0.092875000000000013 -0.033284999999999988 0.089175000000000018
decision_type=2 2 2 2 2 2
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leaf_count=1007 352 195 327 508 543 189
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internal_weight=0 0.00781704 0.00632683 0.00484252 0.00343573 0.00211066
internal_count=3121 2769 2574 2247 1739 732
is_linear=0
shrinkage=0.1


Tree=5194
num_leaves=8
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split_feature=48 48 51 1 42 4 4
split_gain=3.53467e-05 8.14371e-05 8.12054e-05 7.87429e-05 6.865e-05 8.38032e-05 6.51757e-05
threshold=0.11951500000000001 0.093265000000000015 0.086310000000000012 0.111945 0.086325000000000013 -1.0000000180025095e-35 -0.084369999999999987
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=-3.6260437561387522e-05 -0.00035365306240103757 0.00053704379025043428 -0.00055628752123857653 0.00038771610668145027 -0.00049186554054170425 -0.00033867142809670053 0.00054142675151831515
leaf_weight=0.0016834468495203355 0.0010287522222737393 0.0010768587964600984 0.0010133664656298393 0.0018413056706259451 0.0012160775094935544 0.0015515697557486694 0.0013554089588185855
leaf_count=413 114 239 325 328 776 322 604
internal_value=0 2.85165e-05 -3.47096e-05 3.44016e-05 -7.76383e-05 3.20972e-05 0.000221403
internal_weight=0 0.00973803 0.00866118 0.00764781 0.0058065 0.00459043 0.00303886
internal_count=3121 3007 2768 2443 2115 1339 1017
is_linear=0
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Tree=5195
num_leaves=7
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split_feature=52 13 2 2 4 2
split_gain=1.85732e-05 3.83371e-05 3.35961e-05 5.74135e-05 4.00875e-05 7.65046e-05
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decision_type=2 2 2 2 2 2
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leaf_count=148 501 580 344 357 283 908
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internal_weight=0 0.00808086 0.00699763 0.00557528 0.00438429 0.00239881
internal_count=3121 2620 2472 2128 1771 1488
is_linear=0
shrinkage=0.1


Tree=5196
num_leaves=8
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split_feature=52 160 150 51 43 16 0
split_gain=1.75548e-05 5.43834e-05 5.16612e-05 5.92099e-05 3.57565e-05 8.19219e-05 6.19745e-05
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decision_type=2 2 2 2 2 2 2
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leaf_count=337 743 137 136 480 226 170 892
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internal_weight=0 0.00614443 0.00315841 0.00215457 0.00499792 0.00393016 0.00289048
internal_count=3121 2168 953 817 1425 1288 1118
is_linear=0
shrinkage=0.1


Tree=5197
num_leaves=7
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split_feature=50 160 43 151 0 13
split_gain=1.73587e-05 4.05544e-05 3.52586e-05 4.56424e-05 7.00793e-05 6.76748e-05
threshold=0.088425000000000017 -0.027994999999999996 -0.14968999999999996 -0.0083949999999999979 -0.15202999999999997 -0.061684999999999997
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=0.0016105497841186183 0.0010270566435234144 0.0014420953073020961 0.0010825813686689938 0.0011763634242803957 0.0017908216297440483 0.0011389357474253926
leaf_count=629 560 195 285 99 631 722
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internal_weight=0 0.00824135 0.0066308 0.0051887 0.00410612 0.00292976
internal_count=3121 2561 1932 1737 1452 1353
is_linear=0
shrinkage=0.1


Tree=5198
num_leaves=7
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split_feature=50 160 4 4 1 3
split_gain=2.90634e-05 4.63427e-05 4.68724e-05 3.98093e-05 6.9377e-05 4.93155e-05
threshold=0.088425000000000017 -0.027994999999999996 0.24564500000000003 -0.083854999999999985 0.094385000000000011 -0.08824499999999999
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 4 -6 -7
leaf_value=0.00031116518716225094 -0.00029760145456175687 -0.0002111371256401755 0.00024961282912335203 -0.00053512776255999024 1.9361719644917903e-05 0.00037895943031508104
leaf_weight=0.0018358194852903138 0.0011541485806098898 0.0010851051961000492 0.0016871897127039492 0.0017063152780881189 0.0017648222040150055 0.0010929168782037747
leaf_count=629 560 305 292 914 252 169
internal_value=0 3.25469e-05 -3.71734e-05 -0.000122826 -0.00025321 8.49694e-05
internal_weight=0 0.00917217 0.00733635 0.00564916 0.00347114 0.00217802
internal_count=3121 2561 1932 1640 1166 474
is_linear=0
shrinkage=0.00196078


Tree=5199
num_leaves=9
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split_feature=4 42 52 49 457 2 0 4
split_gain=5.01822e-05 5.878e-05 5.63157e-05 7.09735e-05 7.30158e-05 6.11618e-05 4.22152e-05 1.81284e-05
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decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 -5
right_child=-2 -3 3 5 -6 -7 -8 -9
leaf_value=-0.00042320028557439225 0.00031072709362955285 -0.00048465168266997172 -0.0005931837945839833 -4.8801565340287729e-05 0.00014085390441479398 -0.00018886690085411791 0.00056642201261699883 0.00032262292301875984
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leaf_count=417 340 563 252 888 155 186 192 128
internal_value=0 -6.06354e-05 -1.51734e-06 6.33763e-05 -0.000238283 0.000195294 0.000323599 0.000136701
internal_weight=0 0.00901542 0.00791226 0.00685702 0.00208628 0.00477074 0.0035763 0.00202087
internal_count=3121 2781 2218 1801 407 1394 1208 1016
is_linear=0
shrinkage=0.00196078


Tree=5200
num_leaves=8
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split_feature=15 12 2 12 151 1 2
split_gain=3.3825e-05 2.34878e-05 5.58546e-05 0.000148814 6.75265e-05 6.23671e-05 3.41918e-05
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decision_type=2 2 2 2 2 2 2
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leaf_count=225 497 296 341 783 473 246 260
internal_value=0 2.7707e-05 -1.40639e-05 -0.000236877 0.00010745 0.000240661 3.89813e-05
internal_weight=0 0.00936688 0.00793142 0.00279903 0.0051324 0.00379951 0.0023104
internal_count=3121 2624 2328 1008 1320 979 733
is_linear=0
shrinkage=0.00196078


Tree=5201
num_leaves=7
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split_feature=4 151 4 16 13 43
split_gain=1.82589e-05 3.08811e-05 4.75093e-05 4.94795e-05 3.94125e-05 1.24079e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00780849 0.00652685 0.00296451 0.00356235 0.00215223
internal_count=3121 2769 2318 632 1686 1072
is_linear=0
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Tree=5202
num_leaves=6
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split_feature=1 15 0 4 16
split_gain=3.0179e-05 4.71446e-05 7.81965e-05 9.06879e-05 4.25229e-05
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decision_type=2 2 2 2 2
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internal_value=0 -7.99559e-05 2.13184e-05 -0.000169203 0.000145973
internal_weight=0 0.00688725 0.00495585 0.0031006 0.00339296
internal_count=3121 2573 1420 1184 548
is_linear=0
shrinkage=0.00196078


Tree=5203
num_leaves=6
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split_feature=1 15 0 4 16
split_gain=1.67465e-05 4.05139e-05 7.34556e-05 7.81121e-05 3.97986e-05
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decision_type=2 2 2 2 2
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internal_weight=0 0.00622577 0.00448828 0.00282116 0.00307874
internal_count=3121 2573 1420 1184 548
is_linear=0
shrinkage=0.1


Tree=5204
num_leaves=7
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split_feature=11 2 52 3 1 43
split_gain=1.57209e-05 2.74221e-05 5.39498e-05 4.98786e-05 3.66148e-05 1.41475e-05
threshold=1.0000000180025095e-35 0.089885000000000007 -0.013374999999999998 -0.078934999999999991 0.10587000000000001 -0.0030899999999999994
decision_type=2 2 2 2 2 2
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leaf_count=1093 244 496 592 284 185 227
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internal_weight=0 0.00823111 0.00488872 0.00334238 0.00314021 0.00214683
internal_count=3121 2877 1273 1604 777 511
is_linear=0
shrinkage=0.1


Tree=5205
num_leaves=8
num_cat=0
split_feature=4 52 160 12 52 52 16
split_gain=5.34949e-05 4.34175e-05 5.30016e-05 6.33864e-05 6.52309e-05 7.91104e-05 9.60887e-05
threshold=0.27834500000000006 -0.28430999999999995 0.043720000000000009 0.098810000000000023 0.091275000000000009 -0.046924999999999988 -0.083539999999999989
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=-0.00045592049827496996 0.00030423417755766157 0.00046580995364471227 -0.00033022741419733701 -0.00035212034301093035 0.00049335236147989264 0.00015648486848154235 -0.00058947811602637779
leaf_weight=0.0010021472750124513 0.0017403193619570023 0.0010588494551469554 0.0017122525397308087 0.0011846281316494961 0.0015147424951236464 0.001533681378968259 0.0011706274628564056
leaf_count=343 340 253 398 303 467 401 616
internal_value=0 -7.07209e-05 -2.34993e-05 5.77686e-05 0.000149768 1.14694e-05 -0.000166424
internal_weight=0 0.00917693 0.00817478 0.00646253 0.0052779 0.00376316 0.00270431
internal_count=3121 2781 2438 2040 1737 1270 1017
is_linear=0
shrinkage=0.00196078


Tree=5206
num_leaves=8
num_cat=0
split_feature=0 1 47 48 15 2 52
split_gain=1.61269e-05 3.90963e-05 5.05926e-05 5.86207e-05 5.8906e-05 3.64818e-05 2.13805e-05
threshold=-0.061629999999999997 0.083135000000000014 0.092530000000000015 0.086260000000000017 -0.095244999999999982 0.10097500000000002 -0.034054999999999995
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -2
right_child=5 2 -4 -5 -6 -7 -8
leaf_value=-0.020126187340916427 0.0034838917341005679 0.033412292478493442 -0.01631731756113693 -0.012912424379211616 0.0026015950633485716 -0.0081356259968537528 0.024055372317518763
leaf_weight=0.0011029491409436367 0.0010014198974836667 0.0010289832923863615 0.0012936142016208084 0.001078350775410802 0.0015631952871608622 0.0012024048455794361 0.0010196543300209416
leaf_count=1506 140 165 207 139 520 320 124
internal_value=0 -0.0030959 0.000687945 0.00668115 0.0148321 0.00565683 0.0138624
internal_weight=0 0.00606709 0.00496414 0.00367053 0.00259218 0.00322348 0.00202107
internal_count=3121 2537 1031 824 685 584 264
is_linear=0
shrinkage=0.1


Tree=5207
num_leaves=9
num_cat=0
split_feature=124 1 42 12 15 42 2 15
split_gain=6.36411e-05 7.95959e-05 0.000120154 4.70988e-05 7.50118e-05 6.45097e-05 9.01949e-05 6.11053e-05
threshold=-0.027784999999999997 0.12500000000000003 0.091735000000000025 0.086700000000000013 -1.0000000180025095e-35 0.08623500000000002 0.097220000000000015 -0.093244999999999981
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 7 6 -5 -2
right_child=1 -3 -4 5 -6 -7 -8 -9
leaf_value=0.00046717564746665842 -0.00019274865978954173 0.00037625118529883257 -0.0007518223911266947 -0.00043547708812925821 -0.00053361757564768676 0.0005556020327987819 0.00034084164252571383 0.00040066587031760122
leaf_weight=0.0010039746445907856 0.0019565087284501492 0.0014442275773488061 0.0010237712529555 0.001131029048365637 0.0014569589148441075 0.0010014613270208136 0.0011712285031701864 0.0010123467755627871
leaf_count=262 209 208 543 534 446 338 249 332
internal_value=0 -5.02261e-05 -0.000120592 -3.69855e-05 -0.000169225 0.000140169 -4.05401e-05 9.59911e-06
internal_weight=0 0.0101975 0.0087533 0.00772953 0.00442581 0.00330372 0.00230226 0.00296886
internal_count=3121 2859 2651 2108 987 1121 783 541
is_linear=0
shrinkage=0.00196078


Tree=5208
num_leaves=8
num_cat=0
split_feature=52 52 160 160 52 16 47
split_gain=4.26937e-05 6.62872e-05 0.00012562 6.84929e-05 8.15215e-05 7.81773e-05 8.52847e-05
threshold=-0.24456499999999998 -0.081429999999999989 0.050340000000000003 -1.0000000180025095e-35 0.096795000000000006 -0.25582999999999995 0.084210000000000021
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=-0.0003581630572896955 0.00040840216515252608 -0.00027759483476290126 -0.00066878216840547385 0.00070170631165954644 0.0006129028105546924 -0.0002456494085188139 -6.7985771485201156e-05
leaf_weight=0.0011542560592836511 0.0015792767644115151 0.0017302319947649991 0.0010350935850645194 0.0010383948664679937 0.0012361153941584822 0.0019605372242921114 0.0011851884855515412
leaf_count=364 407 825 216 180 194 865 70
internal_value=0 4.06059e-05 -3.03546e-05 6.20634e-05 0.000170488 3.97855e-05 0.000291454
internal_weight=0 0.00976484 0.00818556 0.00715047 0.00542024 0.00418412 0.00222358
internal_count=3121 2757 2350 2134 1309 1115 250
is_linear=0
shrinkage=0.00196078


Tree=5209
num_leaves=8
num_cat=0
split_feature=50 4 151 16 16 52 2
split_gain=1.60273e-05 2.66271e-05 4.08441e-05 5.96157e-05 5.01792e-05 6.80053e-05 2.17717e-05
threshold=0.088425000000000017 0.40473500000000007 -0.024429999999999997 -0.08595499999999999 0.064860000000000015 0.091275000000000009 0.09142500000000002
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=0.015795671773664616 -0.011805021441517072 0.016289346399632261 -0.027874122967632628 0.017973503258918205 -0.020047231480515529 0.013205924807546583 -0.0073596952576334695
leaf_weight=0.0012373321343239346 0.0010319974333185501 0.0010503326842486223 0.0010630297274079282 0.0014352897141510245 0.0014046487250391308 0.001093986735962314 0.0010077901650717268
leaf_count=385 560 279 367 861 418 61 190
internal_value=0 0.0014098 -0.000748209 -0.00415723 0.00307199 -0.00548788 -0.0178905
internal_weight=0 0.00829241 0.00724208 0.00600475 0.00393393 0.00249864 0.00207082
internal_count=3121 2561 2282 1897 1340 479 557
is_linear=0
shrinkage=0.1


Tree=5210
num_leaves=8
num_cat=0
split_feature=48 2 159 3 2 16 3
split_gain=3.3555e-05 7.39962e-05 5.09422e-05 5.73048e-05 5.77915e-05 5.47755e-05 5.51238e-05
threshold=0.11951500000000001 0.113445 0.082585000000000006 -0.078934999999999991 0.082850000000000021 -0.15241499999999997 0.086245000000000016
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=-0.00056527623089384915 -0.00034892274403944978 0.00041348778364233655 -0.00045115404652653517 0.000531418715967455 3.3890834369866325e-05 0.00029480760594567391 -0.00021687339010201091
leaf_weight=0.0010836626506344716 0.0010073947388768894 0.0015894931347225404 0.0010553854823359852 0.001078550806757941 0.0014431140830258003 0.0015155921221558129 0.0017374092825939436
leaf_count=369 114 431 361 124 1045 555 122
internal_value=0 2.7423e-05 -5.01193e-05 1.15935e-05 -0.000223075 0.000148485 2.15217e-05
internal_weight=0 0.00950321 0.00791371 0.00685833 0.00252678 0.00433155 0.003253
internal_count=3121 3007 2576 2215 1414 801 677
is_linear=0
shrinkage=0.00196078


Tree=5211
num_leaves=8
num_cat=0
split_feature=52 52 160 1 12 160 16
split_gain=2.90208e-05 6.34655e-05 7.74155e-05 5.39338e-05 6.22413e-05 7.86573e-05 6.63038e-05
threshold=-0.26636999999999994 -0.081429999999999989 0.050340000000000003 0.11588000000000001 0.09334000000000002 -1.0000000180025095e-35 -0.15241499999999997
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=-0.00031835542397834043 0.00038482802560708761 -0.00038234719600697292 -0.00055010241452411481 0.00035908690072341111 -0.00040534092354842016 0.00058868714764848638 -1.5193392615961484e-05
leaf_weight=0.0010341747386362473 0.0015917259375381543 0.0010870883775795396 0.001014208694716935 0.0014995981572914789 0.0014713243672403427 0.0011997307914528366 0.0016749482031720999
leaf_count=354 417 542 216 298 490 114 690
internal_value=0 2.7456e-05 -4.41239e-05 2.98976e-05 -6.09626e-05 6.69329e-05 0.000236833
internal_weight=0 0.00953862 0.0079469 0.00693269 0.00543309 0.00396177 0.00287468
internal_count=3121 2767 2350 2134 1836 1346 804
is_linear=0
shrinkage=0.00196078


Tree=5212
num_leaves=9
num_cat=0
split_feature=11 43 13 3 48 2 13 16
split_gain=3.77187e-05 5.69766e-05 6.98651e-05 7.01904e-05 8.30906e-05 6.83188e-05 8.29428e-05 3.19423e-05
threshold=0.079915000000000014 -0.04890499999999999 -0.095304999999999987 0.0051600000000000005 0.086035000000000014 0.096540000000000015 -0.0034749999999999994 -0.032969999999999992
decision_type=2 2 2 2 2 2 2 2
left_child=1 5 7 -4 -5 6 -1 -3
right_child=-2 2 3 4 -6 -7 -8 -9
leaf_value=0.00037754912696599493 -0.00036090770074756972 0.00046207874812809061 -0.00065114594893842925 0.00021463587955399566 -0.00042907908901311124 0.00065916710752200259 -0.00031094447037911479 -2.843605846310273e-05
leaf_weight=0.0014702395862227877 0.0010316169128437728 0.0010188583296847676 0.0011008432686585102 0.0017125768775268606 0.0014021476420140802 0.0010138361073456269 0.0012401924088228122 0.0010227991547696444
leaf_count=780 199 207 969 176 99 387 225 79
internal_value=0 3.292e-05 -8.13704e-05 -0.00022556 -7.51437e-05 0.000224942 6.25202e-05 0.000216348
internal_weight=0 0.00998149 0.00625723 0.00421557 0.00311472 0.00372427 0.00271043 0.00204166
internal_count=3121 2922 1530 1244 275 1392 1005 286
is_linear=0
shrinkage=0.00196078


Tree=5213
num_leaves=9
num_cat=0
split_feature=48 11 43 12 13 2 0 12
split_gain=5.64894e-05 5.16587e-05 6.57837e-05 9.41396e-05 7.41897e-05 7.66594e-05 8.66916e-05 2.14563e-05
threshold=-0.024949999999999996 1.0000000180025095e-35 -0.04890499999999999 0.051320000000000005 -0.095304999999999987 0.11215000000000001 -0.15202999999999997 0.092255000000000018
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 6 -6 -5
right_child=1 -3 4 7 5 -7 -8 -9
leaf_value=0.00043101973610222311 0.00066604531372843677 -0.0004570944811910266 0.0001744385733079937 -0.00023064303369980832 0.0002278504560940585 -0.00072969927739046845 -0.00049364359880974267 0.00015993786982295959
leaf_weight=0.0010125337428608791 0.0011522665077085214 0.0010940619636193557 0.0019488935902153763 0.0010403245683441845 0.0013561300728788816 0.0011086361883829578 0.0012129746536349692 0.0011260524080270232
leaf_count=186 258 230 251 639 83 161 914 399
internal_value=0 -5.49104e-05 -5.72085e-06 0.000213225 -0.000134857 -0.000298758 -0.000112795 -2.76246e-05
internal_weight=0 0.0100393 0.00894528 0.00331864 0.00562663 0.00367774 0.0025691 0.00216638
internal_count=3121 2935 2705 1296 1409 1158 997 1038
is_linear=0
shrinkage=0.00196078


Tree=5214
num_leaves=9
num_cat=0
split_feature=48 15 42 2 13 42 4 2
split_gain=4.84941e-05 6.50434e-05 0.000223822 4.20354e-05 7.90929e-05 7.15246e-05 8.99898e-05 2.51325e-05
threshold=-0.024949999999999996 1.0000000180025095e-35 0.083995000000000014 0.098260000000000014 -0.00051499999999999994 0.081660000000000024 0.0061450000000000003 0.11362000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 6 -2 -6
right_child=1 2 -4 4 7 -7 -8 -9
leaf_value=0.00039705597194986342 -0.00028881284862779629 -0.0009644228204039267 0.00029546158770418985 0.00052658861096953346 0.00015434091487152607 -0.00049989488345511871 0.0003836146874905963 -0.00028330322146005819
leaf_weight=0.0010160649413148261 0.0014734869351304175 0.0011169169987098435 0.0010534471784859841 0.0015207948616611112 0.0010040390123210239 0.0012265724543799542 0.0015917865217317715 0.0010139746856351437
leaf_count=186 275 590 576 410 153 605 180 146
internal_value=0 -5.25425e-05 -0.000352903 3.07061e-05 0.000188915 -9.97442e-05 6.03766e-05 -6.55585e-05
internal_weight=0 0.010001 0.00217036 0.00783065 0.00353881 0.00429185 0.00306527 0.00201801
internal_count=3121 2935 1166 1769 709 1060 455 299
is_linear=0
shrinkage=0.00196078


Tree=5215
num_leaves=9
num_cat=0
split_feature=48 16 15 2 47 4 12 49
split_gain=5.53771e-05 9.1762e-05 6.68277e-05 7.79306e-05 0.000101936 0.000113637 6.52188e-05 0.000144727
threshold=0.11951500000000001 -0.5048999999999999 -0.14147499999999996 0.11093500000000002 0.085270000000000026 -0.35136499999999998 0.084100000000000022 -0.006494999999999999
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=0.00055101264888892775 -0.00043227657473558448 -0.00047888072704693247 -0.00074618481514936012 0.00047221648250834222 0.00037433284485568048 -0.00031915471575894087 -0.00030394706338476043 0.00072225434977175721
leaf_weight=0.0011728338136700661 0.0010778566823110699 0.0011260212605535497 0.0011097667703923618 0.0012915475507588531 0.0016114386511059961 0.0010188486361878411 0.0018286344305194959 0.0010334916495507937
leaf_count=192 114 334 160 292 200 166 1432 231
internal_value=0 3.5074e-05 -3.20132e-05 3.17314e-05 -5.44383e-05 -0.000192882 -3.46652e-05 0.000205265
internal_weight=0 0.0101926 0.00901975 0.00789373 0.00660218 0.00499074 0.00388097 0.00205234
internal_count=3121 3007 2815 2481 2189 1989 1829 397
is_linear=0
shrinkage=0.00196078


Tree=5216
num_leaves=8
num_cat=0
split_feature=1 3 457 4 12 3 13
split_gain=1.509e-05 6.5069e-05 4.05013e-05 4.85356e-05 4.21876e-05 5.57075e-05 2.35843e-05
threshold=0.11588000000000001 0.10299500000000002 0.045365000000000009 -0.076779999999999987 0.087005000000000013 0.088060000000000013 -0.0034749999999999994
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=0.012513109850072549 0.02441976147920337 -0.010248584421927533 0.013980423145074833 0.0087427152753464608 -0.030380003874554185 -0.022836626357914405 -0.0061865163582344529
leaf_weight=0.0015130283923150175 0.0010927036087032471 0.0010730246244049276 0.0012680518974823671 0.00118815612055745 0.0010515867944002012 0.0010542709265000672 0.0012169369675433699
leaf_count=653 260 155 256 473 879 86 359
internal_value=0 0.0072431 -0.00226322 -0.00568252 -0.0138541 -0.00610423 0.00417738
internal_weight=0 0.00216573 0.00729203 0.00602398 0.00329401 0.00224243 0.00272997
internal_count=3121 415 2706 2450 1438 559 1012
is_linear=0
shrinkage=0.1


Tree=5217
num_leaves=9
num_cat=0
split_feature=48 16 52 13 0 16 1 3
split_gain=4.69218e-05 9.68848e-05 5.2443e-05 5.90402e-05 9.67262e-05 0.00016259 7.8452e-05 8.43377e-05
threshold=0.11951500000000001 -0.5048999999999999 0.11434500000000002 0.17001000000000002 -0.077999999999999986 0.22339500000000004 0.094385000000000011 0.013900000000000001
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=0.00057889333974317665 -0.00040983579059120209 -0.00068511558448631333 -0.0004555805638219405 -0.00037191909237965272 0.00073454330208441092 -0.00025540695858472452 0.00026613171098387943 6.8493659445443601e-05
leaf_weight=0.0010993697459307358 0.0010278009858441716 0.0012317307150991491 0.001024680161014686 0.0012534319877364215 0.0017370956981323192 0.0010079969846225679 0.0013060088328381595 0.0010642405950636036
leaf_count=192 114 1188 437 133 464 316 205 72
internal_value=0 3.06983e-05 -3.91749e-05 1.69638e-05 9.37611e-05 0.000371034 -0.00011755 -0.000335799
internal_weight=0 0.00972455 0.00862518 0.0076005 0.00634707 0.00274509 0.00360198 0.00229597
internal_count=3121 3007 2815 2378 2245 780 1465 1260
is_linear=0
shrinkage=0.00196078


Tree=5218
num_leaves=9
num_cat=0
split_feature=48 16 16 133 52 13 4 1
split_gain=4.19783e-05 0.000110231 5.56055e-05 9.87919e-05 0.000150033 6.08662e-05 5.37237e-05 8.68776e-05
threshold=0.11951500000000001 -0.5048999999999999 0.013515000000000001 1.0000000180025095e-35 -0.07167999999999998 0.0076650000000000008 -0.076779999999999987 0.094385000000000011
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 6 -3 -8
right_child=-2 2 3 -5 -6 -7 7 -9
leaf_value=0.00061119044758114582 -0.0003873895524109652 0.00032417335660353568 -6.275437997467434e-05 -0.00037556579980684902 0.00087404171964194661 -0.00059370629680807817 -0.00053010958309560637 0.00014803083281807129
leaf_weight=0.0011059795321022798 0.0010336234035851028 0.0010010126991172132 0.0015532072848971534 0.0010493056396876661 0.0011395098020318486 0.0010788810473934159 0.0015033269551382171 0.0014052596858665164
leaf_count=192 114 669 309 260 159 287 794 337
internal_value=0 2.80025e-05 -4.58757e-05 0.0001348 0.000333681 -0.000181407 -6.76296e-05 -0.000202472
internal_weight=0 0.00983648 0.0087305 0.00374202 0.00269272 0.00498848 0.0039096 0.00290859
internal_count=3121 3007 2815 728 468 2087 1800 1131
is_linear=0
shrinkage=0.00196078


Tree=5219
num_leaves=8
num_cat=0
split_feature=14 15 42 43 4 2 1
split_gain=8.65362e-05 0.000129664 4.65776e-05 0.000120171 7.23481e-05 0.000122369 0.000102696
threshold=-1.0000000180025095e-35 -0.10653 -1.0000000180025095e-35 -0.084004999999999982 0.0061450000000000003 0.091545000000000015 0.086560000000000012
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=-0.00051668269616741026 0.00055286331573747057 -0.00034898223689097641 0.00050172298679038478 2.7819484465666385e-05 0.00053858872368250086 -0.00031255680822058699 -0.00067915151894008341
leaf_weight=0.0011364886908394852 0.0016770992493031637 0.0015613822160262577 0.0015870878334355385 0.0016707315165835361 0.0013683750053643741 0.0012360258369424472 0.0014985113173986797
leaf_count=161 388 760 366 663 118 179 486
internal_value=0 5.26469e-05 -4.13793e-05 2.38705e-05 -0.000107484 0.000134643 -0.000306457
internal_weight=0 0.0105992 0.00892211 0.00736073 0.00577364 0.0026044 0.00316924
internal_count=3121 2960 2572 1812 1446 297 1149
is_linear=0
shrinkage=0.00196078


Tree=5220
num_leaves=7
num_cat=0
split_feature=42 43 0 4 15 16
split_gain=1.56458e-05 3.92742e-05 6.86898e-05 4.9782e-05 5.44753e-05 4.28388e-05
threshold=-1.0000000180025095e-35 -0.052894999999999991 -0.062764999999999974 -0.27825499999999997 -0.015039999999999998 -0.090344999999999995
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=-0.0093379391885329618 -0.0028332601406890808 -0.022517005607370227 0.032269697533078588 0.0042109020410096122 0.015575193209077257 -0.020127923933696026
leaf_weight=0.0015364095445457816 0.0012469448197086138 0.0010396584166697245 0.0010081385697821078 0.0016141502383989214 0.0017595379326085306 0.0013101255403564587
leaf_count=862 849 188 192 246 582 202
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internal_weight=0 0.00797856 0.00225508 0.00572347 0.00468381 0.00292428
internal_count=3121 2259 1041 1218 1030 448
is_linear=0
shrinkage=0.1


Tree=5221
num_leaves=7
num_cat=0
split_feature=3 39 51 133 3 0
split_gain=1.51654e-05 4.24045e-05 3.67134e-05 4.56192e-05 9.91802e-05 8.41341e-05
threshold=0.13524500000000003 0.0046100000000000004 0.087505000000000013 1.0000000180025095e-35 -0.12018999999999998 -0.10607499999999999
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 -5 5 -7
leaf_value=0.025640857053688262 0.0095543804644314667 0.015539264224537523 -0.022058935833295379 -0.020526018455686513 0.0072412204118551971 -0.024200795115245526
leaf_weight=0.0013318045235521971 0.0013921373141766299 0.0012077621190600988 0.0010428745475345291 0.0010541182314101876 0.0019511322151565952 0.0015094188555030133
leaf_count=223 192 335 320 879 181 991
internal_value=0 -0.00174454 -0.00477454 -0.00169141 0.00245141 -0.00647312
internal_weight=0 0.00809711 0.00688935 0.00584647 0.00479236 0.00346055
internal_count=3121 2929 2594 2274 1395 1172
is_linear=0
shrinkage=0.1


Tree=5222
num_leaves=7
num_cat=0
split_feature=11 13 0 0 1 16
split_gain=1.63918e-05 2.83537e-05 4.3628e-05 4.04581e-05 3.96401e-05 3.78776e-05
threshold=0.078065000000000009 -0.084034999999999985 -0.019414999999999998 -0.099059999999999995 0.08844500000000001 -0.073849999999999985
decision_type=2 2 2 2 2 2
left_child=1 4 3 5 -1 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.00043310182794592094 -0.012165350346593468 -0.0091999119318651231 0.01431720523819259 -0.019119962775690773 0.025093799721989142 0.013548139779869885
leaf_weight=0.0014466009381605043 0.0010031266897284558 0.001777657976113506 0.0012378316147370677 0.0016991845950188244 0.0010497920955937759 0.0012443431682254721
leaf_count=584 211 200 217 1485 275 149
internal_value=0 0.00135475 -0.00239332 -0.00677459 0.0103016 0.000166856
internal_weight=0 0.00845541 0.00595902 0.00472119 0.00249639 0.003022
internal_count=3121 2910 2051 1834 859 349
is_linear=0
shrinkage=0.1


Tree=5223
num_leaves=8
num_cat=0
split_feature=14 15 15 4 1 133 43
split_gain=5.15625e-05 5.66327e-05 3.79115e-05 3.92488e-05 8.70939e-05 0.000112697 6.73219e-05
threshold=-1.0000000180025095e-35 -0.10653 -0.092489999999999989 0.0061450000000000003 0.080585000000000004 0.084415000000000018 -1.0000000180025095e-35
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=-0.00040999874554781778 0.00038706332139201043 -0.00034804422968728947 0.0004259490072843545 -0.00015834647353351003 -0.00042751966707429593 -0.00039078809916654253 0.00046851929544301318
leaf_weight=0.0010968606209879302 0.0015148609175919736 0.0011961899890102195 0.0017953206347258244 0.0011077836506783799 0.0017412432102101414 0.0010177725627451644 0.0016246661430183314
leaf_count=161 388 193 708 239 748 519 165
internal_value=0 3.78442e-05 -2.45182e-05 2.85914e-05 -8.28736e-05 0.000130455 0.000214377
internal_weight=0 0.00999784 0.00848298 0.00728679 0.00455434 0.00281309 0.00273245
internal_count=3121 2960 2572 2379 1975 1227 404
is_linear=0
shrinkage=0.00196078


Tree=5224
num_leaves=9
num_cat=0
split_feature=11 12 3 4 1 1 13 15
split_gain=3.89138e-05 4.95482e-05 5.62445e-05 5.02356e-05 0.000123665 7.26401e-05 8.64874e-05 5.44797e-05
threshold=0.079915000000000014 0.09202500000000001 -0.086049999999999988 0.09173000000000002 0.094385000000000011 0.086560000000000012 -0.017449999999999997 -0.12255999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 -1 -5
right_child=-2 2 -4 7 -6 -7 -8 -9
leaf_value=-0.00040836028038120266 -0.00036760821801034411 0.00062812860373816844 2.1218324785739545e-05 2.9160270951926567e-05 0.00045218391708878273 -0.00056639268871073567 0.0003470808465172068 -0.00059381220838288092
leaf_weight=0.0010025498657889377 0.0010486321063180168 0.0010065247893564033 0.0014087438289840804 0.0010189999970563451 0.0019252526756897313 0.0011645012486718293 0.0013911564385691785 0.0011474360923419656
leaf_count=707 199 190 648 246 295 261 432 143
internal_value=0 2.93007e-05 0.000274139 -4.80009e-05 5.18734e-05 -0.000164724 3.06814e-05 -0.000300792
internal_weight=0 0.0100652 0.00241527 0.0076499 0.00548346 0.00355821 0.00239371 0.00216644
internal_count=3121 2922 838 2084 1695 1400 1139 389
is_linear=0
shrinkage=0.00196078


Tree=5225
num_leaves=8
num_cat=0
split_feature=1 42 151 16 160 2 0
split_gain=1.44227e-05 4.5128e-05 4.11084e-05 6.42886e-05 3.76795e-05 8.71698e-05 7.69341e-05
threshold=0.12500000000000003 0.091545000000000015 -0.044604999999999992 -0.25582999999999995 0.032695000000000009 0.10222000000000002 -0.077999999999999986
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=-0.015924430730570222 0.0092746852184950237 -0.021588947672358173 0.024178420577205886 -0.012847578368495774 0.01588612869105991 -0.030191697067397424 0.021939458110256695
leaf_weight=0.0011818510619161912 0.0014043371408734807 0.0010001935921626409 0.001296663451253917 0.0013028028139061938 0.0010249174675661717 0.0010436374186302308 0.0012416534695928205
leaf_count=414 279 601 171 966 210 255 225
internal_value=0 -0.00170372 0.00110091 0.00450573 -0.00102403 -0.00585432 0.00412793
internal_weight=0 0.00809172 0.00709153 0.00590967 0.00461301 0.00358809 0.00254446
internal_count=3121 2842 2241 1827 1656 1446 1191
is_linear=0
shrinkage=0.1


Tree=5226
num_leaves=9
num_cat=0
split_feature=48 16 15 15 2 2 12 42
split_gain=3.94936e-05 7.35883e-05 5.25229e-05 6.79205e-05 7.6448e-05 4.53775e-05 4.60642e-05 0.000137971
threshold=0.11951500000000001 -0.5048999999999999 -0.14147499999999996 -0.095244999999999982 0.11093500000000002 0.090935000000000016 0.051320000000000005 0.085465000000000013
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=0.00051224447969262885 -0.00037518561894578947 -0.00043105853238714392 0.00043214166042744123 0.0003192679618485532 0.00039348721769483615 -0.00040901437039002803 -0.00069892435251131015 0.00028169404780028329
leaf_weight=0.0010902572074354229 0.0010098887125412322 0.0010883248221171008 0.0013287956260522853 0.0010358118324464618 0.001179650497833383 0.0018158531195419624 0.0010459101940711833 0.0011672561523086147
leaf_count=192 114 334 176 152 272 578 710 593
internal_value=0 3.21519e-05 -2.82786e-05 2.96033e-05 -5.60549e-05 -0.000160758 -2.20074e-05 -0.000181732
internal_weight=0 0.00975186 0.0086616 0.00757328 0.00624448 0.00506483 0.00324898 0.00221317
internal_count=3121 3007 2815 2481 2305 2033 1455 1303
is_linear=0
shrinkage=0.00196078


Tree=5227
num_leaves=8
num_cat=0
split_feature=4 0 1 13 15 3 4
split_gain=4.98749e-05 0.000111676 4.84331e-05 5.41966e-05 7.52847e-05 9.2884e-05 8.68505e-05
threshold=-0.49013999999999996 1.0000000180025095e-35 0.077565000000000009 -0.094514999999999988 1.0000000180025095e-35 0.10893000000000001 0.053180000000000012
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=-0.00042467913112216029 -0.00037297833234649434 0.00056257991777701076 0.00036963070132530265 -0.00010576159412750044 -0.00052850113858564829 -0.00040371138181145329 0.00050690778912982899
leaf_weight=0.0010066821790717636 0.0014620939765414053 0.001329636873478997 0.0013694188166218976 0.0017488649845094962 0.0010910225236283391 0.001316448675157289 0.0018104788575998829
leaf_count=169 1551 173 231 363 333 77 224
internal_value=0 3.29373e-05 -4.71043e-05 1.78416e-05 -6.2896e-05 4.12892e-05 0.000205876
internal_weight=0 0.010128 0.00879833 0.00733623 0.00596682 0.00487579 0.00355934
internal_count=3121 2952 2779 1228 997 664 587
is_linear=0
shrinkage=0.00196078


Tree=5228
num_leaves=8
num_cat=0
split_feature=47 52 12 2 12 13 15
split_gain=6.46135e-05 0.000103977 8.05136e-05 7.47672e-05 0.000104998 6.52817e-05 6.99129e-05
threshold=0.13148500000000005 0.11434500000000002 0.097825000000000009 0.088850000000000012 0.084100000000000022 -0.076384999999999995 -1.0000000180025095e-35
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=8.5994597287637024e-05 -0.00047144669153431797 -0.00050363238449851577 0.00048976322848860233 0.00049984930265372924 -0.0006941202305196046 0.00024346112760205313 -0.00037717777624871648
leaf_weight=0.0016481380195948522 0.0010119732173454908 0.0011657687605718487 0.001800197064377374 0.0016017180232243159 0.0011100942639071833 0.0018442548447138562 0.0011225541652629383
leaf_count=400 65 476 394 355 865 337 229
internal_value=0 4.77972e-05 0.00011823 2.69439e-05 -0.000227975 0.00018085 8.62943e-06
internal_weight=0 0.0102927 0.00912696 0.00732676 0.00275823 0.00456853 0.00296681
internal_count=3121 3056 2580 2186 1265 921 566
is_linear=0
shrinkage=0.00196078


Tree=5229
num_leaves=7
num_cat=0
split_feature=42 43 0 4 48 16
split_gain=1.4272e-05 3.66508e-05 5.77212e-05 4.05466e-05 4.97032e-05 0.000108948
threshold=-1.0000000180025095e-35 -0.052894999999999991 -0.062764999999999974 -0.27825499999999997 0.086035000000000014 -0.088159999999999988
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=-0.0089104856799076919 -0.0019312184580776296 -0.020503775008471024 0.030231452827561869 0.029313074212817508 -0.013608702907246674 -0.0079013180624767764
leaf_weight=0.0015354743111028997 0.0012515471537433165 0.0010392767797550335 0.0010069315886022518 0.0013990884206326079 0.0015136785027862858 0.0017972225626241745
leaf_count=862 849 188 192 333 183 514
internal_value=0 0.00161429 0.0124083 -0.00262593 0.00131889 0.00838816
internal_weight=0 0.00800775 0.00225848 0.00574927 0.00470999 0.00319631
internal_count=3121 2259 1041 1218 1030 847
is_linear=0
shrinkage=0.1


Tree=5230
num_leaves=8
num_cat=0
split_feature=15 49 15 42 15 4 4
split_gain=2.83218e-05 2.91164e-05 6.81223e-05 4.30118e-05 5.37981e-05 8.15039e-05 5.5763e-05
threshold=0.091650000000000023 -0.006494999999999999 -0.049819999999999996 0.091545000000000015 -0.037864999999999989 -0.084369999999999987 0.24564500000000003
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 -3
right_child=-2 3 -4 -5 5 -7 -8
leaf_value=0.00012540596487612562 -0.0003175998145408792 -0.00038366106577915153 -0.00054243709825874391 -0.00028016729559333031 3.2794956432596775e-05 0.00062330937320702665 0.00018834781313346478
leaf_weight=0.0013614679425701299 0.0010248481810421336 0.0011720438620923352 0.0010325866929247964 0.0010537201729690117 0.0019602944529603199 0.0016592326928047173 0.0014860005017269381
leaf_count=251 497 566 288 391 478 435 215
internal_value=0 2.5102e-05 -0.000162643 8.64108e-05 0.000147943 0.000303494 -6.3875e-05
internal_weight=0 0.00972535 0.00239405 0.00733129 0.00627757 0.00361953 0.00265804
internal_count=3121 2624 539 2085 1694 913 781
is_linear=0
shrinkage=0.00196078


Tree=5231
num_leaves=8
num_cat=0
split_feature=1 4 3 3 16 52 16
split_gain=1.56885e-05 4.51511e-05 4.26301e-05 0.000131061 3.38062e-05 6.64538e-05 2.56915e-05
threshold=0.094385000000000011 -0.0016099999999999997 -0.077774999999999983 0.083060000000000009 -0.078844999999999985 0.091275000000000009 -0.061854999999999993
decision_type=2 2 2 2 2 2 2
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right_child=2 -3 3 6 5 -7 -8
leaf_value=0.016264629471399786 -0.012140072843124787 -0.019912200802288782 0.036693789178119968 0.0051909697769315262 -0.019675652226374695 0.014056934794419135 -0.015896853621511723
leaf_weight=0.0011088709624523028 0.0012162430860988187 0.0013128090711072593 0.0011836032700158839 0.0013065965681504166 0.0013321120326951258 0.0010399204547672542 0.0010356698967200484
leaf_count=627 277 525 376 187 739 287 103
internal_value=0 -0.00410905 0.00400333 0.00957196 0.00185104 -0.00488698 -0.00413334
internal_weight=0 0.00479371 0.00474211 0.00352587 0.0034809 0.00237203 0.00234227
internal_count=3121 2178 943 666 1653 1026 290
is_linear=0
shrinkage=0.1


Tree=5232
num_leaves=8
num_cat=0
split_feature=3 39 457 3 4 1 42
split_gain=1.58748e-05 3.25191e-05 5.10653e-05 4.82774e-05 4.24145e-05 4.07494e-05 2.86527e-05
threshold=0.13524500000000003 0.0046100000000000004 0.080930000000000016 -0.074084999999999998 0.09173000000000002 0.095695000000000016 0.084050000000000014
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 5 -6 -7 -8
leaf_value=0.0030256203718777869 0.0097526894471504817 0.013404086449483061 0.014363552096213107 -0.006651356374704322 0.014793320070743002 -0.033254622616164534 -0.01962749374335547
leaf_weight=0.0010693163189750274 0.0014035376390883073 0.0012029574471775816 0.0011968560040790397 0.0011899081525924568 0.0011549249016381386 0.001115580402644653 0.0011684996757245823
leaf_count=809 192 335 176 383 174 164 888
internal_value=0 -0.00176725 -0.00441413 -0.00835819 -0.000770528 -0.0195242 -0.00880295
internal_weight=0 0.00809804 0.00689509 0.00569823 0.00339274 0.00230549 0.00223782
internal_count=3121 2929 2594 2418 1871 547 1697
is_linear=0
shrinkage=0.1


Tree=5233
num_leaves=7
num_cat=0
split_feature=2 2 13 52 13 15
split_gain=1.58142e-05 4.49697e-05 3.59926e-05 2.96538e-05 5.6376e-05 2.28711e-05
threshold=0.099185000000000009 0.091185000000000002 -0.08971999999999998 -0.082554999999999976 -0.004174999999999999 -0.074054999999999996
decision_type=2 2 2 2 2 2
left_child=1 3 -2 -1 -5 -4
right_child=2 -3 5 4 -6 -7
leaf_value=-0.012062703343380872 0.018198294266501363 -0.020773237187646905 0.008603444601161447 -0.010925745493251909 0.016710507611511452 -0.010298130157353751
leaf_weight=0.0012168617327930455 0.0013266344395349234 0.0011850826994808071 0.0011367592594276079 0.0011828223503696287 0.0019633627121716231 0.0014653976626983272
leaf_count=361 200 403 308 1083 355 411
internal_value=0 -0.00349867 0.00479325 0.00119342 0.00632053 -0.00204093
internal_weight=0 0.00554813 0.00392879 0.00436305 0.00314619 0.00260216
internal_count=3121 2202 919 1799 1438 719
is_linear=0
shrinkage=0.1


Tree=5234
num_leaves=7
num_cat=0
split_feature=11 2 52 133 4 0
split_gain=1.49848e-05 2.62301e-05 0.000108402 0.000112283 7.96859e-05 6.62652e-05
threshold=0.078065000000000009 0.10912000000000001 0.084960000000000022 0.061605000000000007 0.053925000000000008 -0.10607499999999999
decision_type=2 2 2 2 2 2
left_child=1 2 3 5 -3 -1
right_child=-2 4 -4 -5 -6 -7
leaf_value=0.01039717397319951 -0.011628017737482075 0.027168427653615948 -0.027802402794475767 0.034225423068378988 -0.0090316232426444626 -0.016375985126001417
leaf_weight=0.0018097402951033942 0.0010004630865267138 0.0012866889006256817 0.0012998017257570523 0.0010178946934843456 0.0011529744137359461 0.0018898181875329754
leaf_count=201 211 258 799 600 293 759
internal_value=0 0.00131406 -0.00223211 0.00481328 0.0100604 -0.00327916
internal_weight=0 0.00845692 0.00601725 0.00471745 0.00243966 0.00369956
internal_count=3121 2910 2359 1560 551 960
is_linear=0
shrinkage=0.1


Tree=5235
num_leaves=8
num_cat=0
split_feature=133 42 15 151 1 16 1
split_gain=1.43604e-05 3.85114e-05 4.53226e-05 7.38465e-05 7.01503e-05 0.000112457 1.23361e-05
threshold=0.09389500000000002 0.091295000000000015 1.0000000180025095e-35 -0.044604999999999992 0.094385000000000011 -0.056919999999999991 0.077565000000000009
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=-0.021064176803253915 -0.011303430384281294 0.017501141375622448 -0.016647335341590633 -0.013301029155076059 0.037372448990378025 -0.0056379636142858082 0.0022461042796024662
leaf_weight=0.0010628320457619867 0.0010118156178538585 0.0012500535788073598 0.0015516310236992573 0.0010220808287413259 0.0014584554074529535 0.0010424074972254164 0.0010193599882017154
leaf_count=375 539 408 740 450 223 195 191
internal_value=0 0.00130644 -0.00152224 0.00266473 0.00821694 0.0194449 -0.00553782
internal_weight=0 0.00840682 0.00715677 0.00560514 0.0045423 0.00250086 0.00204144
internal_count=3121 2582 2174 1434 1059 418 641
is_linear=0
shrinkage=0.1


Tree=5236
num_leaves=9
num_cat=0
split_feature=15 151 0 52 160 42 16 2
split_gain=4.03539e-05 8.08595e-05 6.02312e-05 7.85844e-05 7.44595e-05 6.56755e-05 0.000104416 6.52899e-05
threshold=-0.24436499999999997 -0.086944999999999981 -0.11756999999999999 -0.068719999999999989 -1.0000000180025095e-35 -1.0000000180025095e-35 0.16703000000000004 0.083995000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 -6 7 -7
right_child=1 2 4 -5 5 6 -8 -9
leaf_value=0.00036867667865813237 0.00048548253158035533 4.3175468899974539e-05 -0.00046395122827793197 -0.00062083310472364523 -0.00027957047291435664 0.00012018451029926292 -0.00021786677595977275 0.00074773299065888303
leaf_weight=0.0010143878788473467 0.0010066969769805421 0.0011906290031609146 0.0010697577492540158 0.0016143864602769639 0.0012867987808634265 0.001171892206966461 0.0013148541880426108 0.0013975154274713808
leaf_count=253 248 108 661 219 640 268 271 453
internal_value=0 -4.16654e-05 -0.000100331 -0.000338985 6.93535e-06 0.00010435 0.000231537 0.000461512
internal_weight=0 0.0100525 0.00904583 0.00280502 0.00624082 0.00517106 0.00388426 0.00256941
internal_count=3121 2868 2620 327 2293 1632 992 721
is_linear=0
shrinkage=0.00196078


Tree=5237
num_leaves=6
num_cat=0
split_feature=15 43 3 0 15
split_gain=1.50574e-05 2.79592e-05 4.91572e-05 8.24298e-05 7.5864e-05
threshold=-0.11713499999999999 -0.17390999999999998 -0.10831999999999999 -0.082974999999999979 -0.0088349999999999974
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
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leaf_value=-0.0085468587539075692 0.014551193332625601 0.017884859119195008 -0.0087461781195912365 -0.021959538550798352 0.021897537299816736
leaf_weight=0.0017049722978612234 0.0014128397872589862 0.0011292677400483019 0.0018911613913626195 0.0018639170581683804 0.0014104075890286759
leaf_count=484 184 219 608 1125 501
internal_value=0 0.00183826 -0.00101512 -0.005147 0.00434461
internal_weight=0 0.00770759 0.00629475 0.00516549 0.00330157
internal_count=3121 2637 2453 2234 1109
is_linear=0
shrinkage=0.1


Tree=5238
num_leaves=8
num_cat=0
split_feature=48 13 12 150 3 12 4
split_gain=5.18515e-05 5.81885e-05 0.000106756 6.86842e-05 0.000120641 9.15937e-05 6.40279e-05
threshold=-0.024949999999999996 -0.23438999999999996 -0.010834999999999999 0.086845000000000019 0.095270000000000007 0.09334000000000002 -0.0083799999999999986
decision_type=2 2 2 2 2 2 2
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right_child=1 2 3 -5 -6 -7 -8
leaf_value=0.00041310057981673224 0.00034252747979488212 0.00041919042574941094 -1.8144252321992308e-05 -0.00065957037663274122 -0.00063115833812467652 -0.00036266358517771276 0.00053380145042815504
leaf_weight=0.0010155008477485085 0.0012550697228116562 0.0012570353093651994 0.0019842081472280669 0.0010649866641419719 0.0013936322824466552 0.0016087617841734772 0.0013631890310161245
leaf_count=186 150 324 1020 187 118 741 395
internal_value=0 -5.2078e-05 -0.000109189 -0.000198766 -0.00012148 2.18377e-05 0.000206629
internal_weight=0 0.00992688 0.00867181 0.00741478 0.00634979 0.00495616 0.0033474
internal_count=3121 2935 2785 2461 2274 2156 1415
is_linear=0
shrinkage=0.00196078


Tree=5239
num_leaves=8
num_cat=0
split_feature=1 42 457 49 43 2 0
split_gain=4.65016e-05 7.94914e-05 5.33246e-05 8.18042e-05 4.19203e-05 4.67663e-05 4.79375e-05
threshold=0.12500000000000003 0.091735000000000025 0.088350000000000026 -0.00064499999999999985 -0.084004999999999982 0.098260000000000014 -0.10096999999999999
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 4 5 -7 -8
leaf_value=-0.00044273605861190558 0.00030205501410399062 -0.00055075062848102365 0.00042338210445666145 0.00033013321688693835 4.4588824192137113e-05 0.00018855409469649423 -0.00053131263675355173
leaf_weight=0.0016169043644983904 0.0015799070126221041 0.0011239573862090761 0.001026071030863736 0.0015668770759120479 0.0011332628888131317 0.0017815743336310544 0.0010903541175216679
leaf_count=414 279 583 133 384 123 326 879
internal_value=0 -6.16821e-05 5.23083e-06 -5.44513e-05 5.82213e-05 -4.81537e-05 -0.000237805
internal_weight=0 0.009339 0.00821504 0.00718897 0.00557207 0.00400519 0.00222362
internal_count=3121 2842 2259 2126 1712 1328 1002
is_linear=0
shrinkage=0.00196078


Tree=5240
num_leaves=8
num_cat=0
split_feature=15 0 0 0 12 3 1
split_gain=4.29317e-05 3.23244e-05 4.93377e-05 4.29633e-05 5.46352e-05 4.10454e-05 0.000102165
threshold=0.091650000000000023 -0.077999999999999986 -0.10151999999999999 -0.053834999999999994 0.051320000000000005 0.12178000000000001 0.094385000000000011
decision_type=2 2 2 2 2 2 2
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right_child=-2 3 -4 4 -6 -7 -8
leaf_value=-0.00022309847559204402 -0.00038181149623559869 0.00048535649508938143 -0.00043700662800391041 0.00034909530824598777 -0.0001810096883506328 -0.00030251525221911316 0.00044744630579629828
leaf_weight=0.0016537928872636968 0.0010503145667400257 0.0011654393815562483 0.0010875578613260021 0.0012946567097285588 0.0017686717630650906 0.0011034566889040337 0.0018517374625341022
leaf_count=241 497 365 1258 231 227 123 179
internal_value=0 3.50596e-05 -6.13509e-05 0.000164933 4.3029e-05 2.72906e-05 0.000131106
internal_weight=0 0.00992531 0.00569654 0.00422877 0.00306333 0.00460899 0.00350553
internal_count=3121 2624 1801 823 458 543 420
is_linear=0
shrinkage=0.00196078


Tree=5241
num_leaves=8
num_cat=0
split_feature=0 15 1 47 48 15 4
split_gain=1.65487e-05 3.84567e-05 3.82664e-05 4.96891e-05 3.83841e-05 5.30939e-05 2.82267e-05
threshold=-0.061629999999999997 -1.0000000180025095e-35 0.08592000000000001 0.092530000000000015 0.087215000000000015 -0.095244999999999982 -0.37944499999999992
decision_type=2 2 2 2 2 2 2
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right_child=1 6 3 -5 -6 -7 -8
leaf_value=-0.018205539901376095 0.021359524263870597 -0.012222960042505351 0.031690884975432564 -0.015601757052406941 -0.0087041686188757527 0.0019412204623289889 0.010474122497595932
leaf_weight=0.0013186489051404248 0.0010600239314356207 0.0011948616583728048 0.001004646555561754 0.0013175446293942801 0.0010715062896246991 0.0014890594892179494 0.0010119855198779094
leaf_count=1563 267 191 162 202 131 479 126
internal_value=0 0.0057047 -0.00308971 0.000992503 0.00712501 0.0139266 -0.00181485
internal_weight=0 0.00326687 0.00620141 0.00488276 0.00356521 0.00249371 0.00220685
internal_count=3121 584 2537 974 772 641 317
is_linear=0
shrinkage=0.1


Tree=5242
num_leaves=9
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split_feature=48 48 51 0 42 2 13 1
split_gain=3.987e-05 9.08787e-05 9.63285e-05 9.10876e-05 5.92084e-05 4.80605e-05 6.07987e-05 0.00012747
threshold=0.11951500000000001 0.093265000000000015 0.086310000000000012 -0.17169499999999996 0.086325000000000013 0.10327000000000001 -0.084034999999999985 0.095025000000000012
decision_type=2 2 2 2 2 2 2 2
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right_child=-2 -3 -4 4 -6 -7 7 -9
leaf_value=0.00056295234247601069 -0.00037853270573319378 0.00055329933112131238 -0.00060772377985512092 0.00057373845885331988 -0.00035517332689569858 -0.00027067371039185859 -0.0003940683933715714 0.00048486151033050919
leaf_weight=0.0010881358257063658 0.0010096336824848345 0.0011318438576248943 0.0010066739840684062 0.0010539004341038318 0.0017783392674177922 0.0012346280028497402 0.0013668025275754133 0.0011838928682772329
leaf_count=110 114 239 325 319 901 305 660 148
internal_value=0 3.06079e-05 -3.72961e-05 3.72247e-05 -4.92215e-05 6.3211e-05 0.000177572 1.38826e-05
internal_weight=0 0.00984422 0.00871237 0.0077057 0.00661756 0.00483922 0.0036046 0.0025507
internal_count=3121 3007 2768 2443 2333 1432 1127 808
is_linear=0
shrinkage=0.00196078


Tree=5243
num_leaves=9
num_cat=0
split_feature=48 48 51 42 2 2 42 3
split_gain=3.85637e-05 9.44875e-05 5.52687e-05 6.48348e-05 6.77461e-05 8.62713e-05 3.83866e-05 2.90521e-05
threshold=0.11951500000000001 0.093265000000000015 0.086310000000000012 0.086325000000000013 0.11293500000000002 0.084245000000000014 -1.0000000180025095e-35 0.0068900000000000012
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=2.6132242589285941e-06 -0.00036866152297186991 0.00056937860746757456 -0.00046617195681635063 -0.00030155242992038056 0.00057283842991203023 7.3079919786391707e-06 0.0005108140517987188 -0.00042422387176905359
leaf_weight=0.0010003172189882153 0.001005716472355281 0.0011239909160715581 0.0010093256403501368 0.0018148151106305594 0.0010537563915739576 0.0010696257384121477 0.0013328189673994994 0.0013655672483400272
leaf_count=236 114 239 325 909 197 757 214 130
internal_value=0 3.45719e-05 -3.49519e-05 2.204e-05 0.000122908 2.34773e-05 0.000292926 -0.000234679
internal_weight=0 0.00977022 0.00864623 0.0076369 0.00582209 0.00476833 0.00233314 0.00243519
internal_count=3121 3007 2768 2443 1534 1337 450 887
is_linear=0
shrinkage=0.00196078


Tree=5244
num_leaves=9
num_cat=0
split_feature=14 49 2 4 0 47 4 2
split_gain=2.69691e-05 5.91122e-05 4.59306e-05 6.80357e-05 6.42678e-05 4.3238e-05 7.8516e-05 6.71218e-05
threshold=-1.0000000180025095e-35 0.065470000000000014 0.10912000000000001 -0.35136499999999998 -0.060129999999999996 0.086380000000000012 0.0061450000000000003 0.084055000000000005
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=-0.00030895035252408496 -0.00057227365929419171 0.00047260266360113137 0.0002457376559374723 0.00010447560367339008 0.00034455196008370434 -0.00049572957297169915 0.00040870706182289973 -0.00059119771878255053
leaf_weight=0.0010162035455131791 0.0010077764025791256 0.0010219251018139487 0.0018572524067221449 0.0010608970360329467 0.0014022437046578261 0.0010018321956343735 0.0010553073005051469 0.001072071835478895
leaf_count=161 148 567 356 502 143 182 184 878
internal_value=0 2.71632e-05 -2.66603e-05 -0.000103312 -1.88023e-05 -0.000140401 -2.87481e-05 -0.000245183
internal_weight=0 0.00947931 0.00845738 0.00660013 0.00559235 0.00419011 0.00318828 0.00213297
internal_count=3121 2960 2393 2037 1889 1746 1564 1380
is_linear=0
shrinkage=0.00196078


Tree=5245
num_leaves=9
num_cat=0
split_feature=14 49 2 4 0 1 4 2
split_gain=3.84808e-05 6.51731e-05 5.05299e-05 6.47297e-05 6.23196e-05 4.33713e-05 6.83141e-05 8.94804e-05
threshold=-1.0000000180025095e-35 0.065470000000000014 0.10912000000000001 -0.35136499999999998 -0.060129999999999996 0.102705 0.0061450000000000003 0.084055000000000005
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=-0.00035487717799056258 -0.00054847912010974349 0.00049922263180806378 0.00026531020658007829 0.00017184428935916669 0.00034409095353286499 -0.0004861280073490651 0.00036787550891707714 -0.00063155833222143314
leaf_weight=0.0010479483874465409 0.0010287309384055272 0.0010610710410641011 0.0019135847466089364 0.0010700827131385419 0.0014063731215915353 0.0010130613902491403 0.0011308454495259062 0.0010619194912142133
leaf_count=161 148 567 356 522 143 175 157 892
internal_value=0 4.06625e-05 -1.57535e-05 -9.58962e-05 -1.39598e-05 -0.000131725 -2.16885e-05 -0.000228319
internal_weight=0 0.00968567 0.0086246 0.00671101 0.00568228 0.00427591 0.00326285 0.002132
internal_count=3121 2960 2393 2037 1889 1746 1571 1414
is_linear=0
shrinkage=0.00196078


Tree=5246
num_leaves=9
num_cat=0
split_feature=47 47 48 42 43 4 3 2
split_gain=9.26307e-05 9.96353e-05 6.30265e-05 4.52795e-05 6.98508e-05 5.78598e-05 7.81871e-05 7.82628e-05
threshold=0.13148500000000005 0.10254000000000001 -0.024949999999999996 -0.025789999999999997 -0.077604999999999993 -0.077834999999999988 0.11296500000000002 0.089885000000000007
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=0.00043792467404106457 -0.00058161186734734 0.00060085528604726928 -0.00044472919800084206 0.00029219169192131904 -0.00048102277097468395 -0.00018372456452533481 -0.00042831420498101302 0.00049296878200271908
leaf_weight=0.0010058884820550755 0.0010126851811054936 0.001088883191881755 0.0011400302969076159 0.0019557266320539852 0.0014138143356074249 0.0012480744293679692 0.0012170766322687713 0.0013877221039718148
leaf_count=181 65 187 641 703 571 294 116 363
internal_value=0 3.94599e-05 -2.57912e-05 -8.15699e-05 -2.42466e-05 -0.000141753 -1.72571e-05 0.000172548
internal_weight=0 0.0104572 0.00936833 0.00836244 0.00722241 0.00526669 0.00385287 0.0026358
internal_count=3121 3056 2869 2688 2047 1344 773 657
is_linear=0
shrinkage=0.00196078


Tree=5247
num_leaves=10
num_cat=0
split_feature=47 47 42 1 3 3 12 0 2
split_gain=7.03941e-05 0.000101759 5.33773e-05 5.97638e-05 9.29764e-05 6.33351e-05 5.64631e-05 5.72234e-05 2.85483e-05
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decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 5 -5 7 -4 -8
right_child=-2 -3 3 4 -6 -7 8 -9 -10
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leaf_weight=0.0011675594238517448 0.0010209363463957863 0.0010686757734449251 0.0013648796513013111 0.0010117281472214743 0.0010102575337278871 0.0012936302547489821 0.0010343327204571865 0.0013413986496489348 0.0010168524852963861
leaf_count=670 65 187 133 263 143 290 435 721 214
internal_value=0 4.27179e-05 -2.35301e-05 3.3143e-05 0.000235228 0.000452589 -0.000107696 -0.000293665 0.000137666
internal_weight=0 0.0103093 0.00924064 0.00807308 0.00331562 0.00230536 0.00475746 0.00270628 0.00205119
internal_count=3121 3056 2869 2199 696 553 1503 854 649
is_linear=0
shrinkage=0.00196078


Tree=5248
num_leaves=8
num_cat=0
split_feature=48 48 51 1 42 4 4
split_gain=4.19248e-05 8.73354e-05 6.31343e-05 7.50993e-05 6.24772e-05 8.74593e-05 6.21304e-05
threshold=0.11951500000000001 0.093265000000000015 0.086310000000000012 0.111945 0.086325000000000013 -1.0000000180025095e-35 -0.084369999999999987
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=-3.8954154665592013e-05 -0.0003893908067709719 0.00054837847960505551 -0.00049612523688083703 0.00036529347151274057 -0.00048101676481364971 -0.00035995797072218606 0.00052467182969052634
leaf_weight=0.0016913372079268099 0.001016073042066472 0.0011046814505923678 0.0010165079602730961 0.0018731584364957369 0.0012178661584918938 0.001554684264540254 0.0013538229597582772
leaf_count=413 114 239 325 328 776 322 604
internal_value=0 2.90167e-05 -3.68733e-05 2.38264e-05 -8.61175e-05 1.8437e-05 0.000211624
internal_weight=0 0.00981206 0.00870738 0.00769087 0.00581771 0.00459984 0.00304516
internal_count=3121 3007 2768 2443 2115 1339 1017
is_linear=0
shrinkage=0.00196078


Tree=5249
num_leaves=7
num_cat=0
split_feature=52 52 52 12 43 16
split_gain=1.7137e-05 5.23177e-05 4.53471e-05 3.81151e-05 6.52742e-05 7.84773e-05
threshold=-0.24456499999999998 -0.081429999999999989 -0.0064899999999999992 0.09334000000000002 -0.0037449999999999996 -0.36241499999999999
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6
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leaf_value=-0.012410193993513853 0.019048294333711888 -0.018874464691263512 -0.010222893827280475 -0.010692601678842423 -0.0034936106278326377 0.0309765295665918
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leaf_count=364 407 438 828 545 175 364
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internal_weight=0 0.00860605 0.00720537 0.00589176 0.00414006 0.00269276
internal_count=3121 2757 2350 1912 1367 539
is_linear=0
shrinkage=0.1


Tree=5250
num_leaves=9
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split_feature=11 0 13 42 16 0 49 1
split_gain=3.62171e-05 4.42814e-05 9.89918e-05 6.83068e-05 7.11416e-05 7.56439e-05 8.41912e-05 5.5499e-05
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decision_type=2 2 2 2 2 2 2 2
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internal_value=0 2.85026e-05 0.000260967 -4.57007e-05 -0.000124682 -1.60683e-05 0.000129834 0.000389813
internal_weight=0 0.00986966 0.00238813 0.00748153 0.00635261 0.00498639 0.00365307 0.00207232
internal_count=3121 2922 269 2653 2049 1811 1089 814
is_linear=0
shrinkage=0.00196078


Tree=5251
num_leaves=8
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split_feature=48 48 51 1 42 4 2
split_gain=4.40364e-05 8.28497e-05 6.85661e-05 8.60653e-05 6.06569e-05 8.11984e-05 5.69001e-05
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decision_type=2 2 2 2 2 2 2
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internal_weight=0 0.0102208 0.00904889 0.00799196 0.0060614 0.00479084 0.00316105
internal_count=3121 3007 2768 2443 2115 1339 1017
is_linear=0
shrinkage=0.00196078


Tree=5252
num_leaves=7
num_cat=0
split_feature=13 12 0 48 160 15
split_gain=1.78306e-05 3.71689e-05 4.93506e-05 6.04555e-05 3.81597e-05 7.17724e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00846136 0.00724505 0.00554499 0.00385258 0.00276448
internal_count=3121 2952 2607 2218 1899 1267
is_linear=0
shrinkage=0.1


Tree=5253
num_leaves=9
num_cat=0
split_feature=48 16 16 133 52 15 15 12
split_gain=3.62073e-05 8.2961e-05 7.04909e-05 9.57047e-05 0.000150882 7.22826e-05 7.34386e-05 7.59676e-05
threshold=0.11951500000000001 -0.50992999999999988 0.013515000000000001 1.0000000180025095e-35 -0.07167999999999998 -0.11713499999999999 -0.095244999999999982 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 -3 -7 -8
right_child=-2 2 3 -5 -6 6 7 -9
leaf_value=0.00055035366633816331 -0.0003638420780546423 -0.00064904716870252714 -3.0900077614858814e-05 -0.00032932161622722369 0.00091094748745812969 0.00034693656992994054 6.8085514840378333e-05 -0.00056849306994045598
leaf_weight=0.0010369917574948239 0.0010114177371220298 0.0010335779255323382 0.0015534061513337999 0.0010642328469858521 0.0011293609562116509 0.0011669873484988652 0.0015093919450132186 0.0013794494663195175
leaf_count=156 114 323 309 260 159 143 347 1310
internal_value=0 2.56868e-05 -3.58853e-05 0.000168218 0.000365588 -0.000186153 -6.81905e-05 -0.000235887
internal_weight=0 0.0098734 0.00883641 0.003747 0.00268277 0.00508941 0.00405583 0.00288884
internal_count=3121 3007 2851 728 468 2123 1800 1657
is_linear=0
shrinkage=0.00196078


Tree=5254
num_leaves=9
num_cat=0
split_feature=11 48 0 42 2 3 13 2
split_gain=3.4998e-05 5.94116e-05 0.000199978 8.97374e-05 9.36448e-05 7.99784e-05 7.29488e-05 6.20398e-05
threshold=0.079915000000000014 0.088965000000000002 -0.18901999999999997 0.084050000000000014 0.11237500000000002 -0.078934999999999991 -0.0034749999999999994 0.083215000000000011
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 4 6 -5 -1 -8
right_child=-2 2 -4 5 -6 -7 7 -9
leaf_value=0.00030037409225261918 -0.00035326566861679622 -0.00035598428767905457 0.00078642911382852652 -0.00075008084173962708 0.0005848136984826774 -1.0605208348326977e-05 4.496445125060316e-05 -0.000547313901078662
leaf_weight=0.0014569311253140346 0.0010241663754777365 0.0010325295503678109 0.0013717768520684411 0.001142729422808068 0.0011196085956786585 0.0011071204569189246 0.0013971961810863949 0.0013245507534447713
leaf_count=585 199 52 371 687 194 495 153 385
internal_value=0 2.73929e-05 0.00029582 -5.8109e-05 8.12085e-05 -0.000386195 -5.37243e-05 -0.000243271
internal_weight=0 0.00995244 0.00240431 0.00754814 0.00529829 0.00224985 0.00417868 0.00272175
internal_count=3121 2922 423 2499 1317 1182 1123 538
is_linear=0
shrinkage=0.00196078


Tree=5255
num_leaves=9
num_cat=0
split_feature=52 52 160 160 52 16 1 16
split_gain=2.99151e-05 6.63379e-05 5.13045e-05 4.41321e-05 8.39987e-05 8.01223e-05 8.05158e-05 7.97232e-05
threshold=-0.28430999999999995 -0.090859999999999982 0.050340000000000003 -1.0000000180025095e-35 0.096795000000000006 -0.083539999999999989 0.10612500000000001 -0.004174999999999999
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=-0.00032081555130596226 0.00049735886975740601 -0.00060118322633527467 -0.0003796352389292597 0.0005309412771714318 0.00057858414923747984 -0.00042593656204204444 -0.00012761382653506465 0.00018098152560337778
leaf_weight=0.001031007557235235 0.0010441978881198894 0.0010005588495706028 0.0013330493090819512 0.0013192361540827501 0.0012410929998289471 0.001215083223387411 0.0015552028587082333 0.0010034930228528134
leaf_count=344 294 615 278 458 194 465 211 262
internal_value=0 3.04639e-05 -2.57828e-05 3.85286e-05 0.000131786 -3.80896e-06 0.000174633 -0.000209528
internal_weight=0 0.00971191 0.00866772 0.00733467 0.00533062 0.00408952 0.00287444 0.00200405
internal_count=3121 2777 2483 2205 1328 1134 669 877
is_linear=0
shrinkage=0.00196078


Tree=5256
num_leaves=8
num_cat=0
split_feature=0 4 2 2 51 1 3
split_gain=1.9399e-05 3.04391e-05 4.89126e-05 5.9445e-05 4.80413e-05 3.57036e-05 1.49456e-05
threshold=1.0000000180025095e-35 -0.059649999999999988 0.089885000000000007 0.10731 -0.0090899999999999991 0.11230000000000001 -0.10831999999999999
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=-0.014780362721353508 0.017248531842472586 0.0073583632681740035 0.025805211482506942 -0.014195314113321962 -0.020189787138098471 0.011505992936111799 -1.7769509436233102e-07
leaf_weight=0.0015745083132135676 0.0010079850137724895 0.0010419389477582881 0.0012761500825403506 0.0010866811068249191 0.0016130731413568147 0.0010754093601027153 0.0010014012002488243
leaf_count=1054 169 298 443 270 498 233 156
internal_value=0 -0.00238574 0.000817061 0.00869026 -0.00937873 -0.00141166 0.00865244
internal_weight=0 0.00766776 0.00609325 0.00343824 0.00265501 0.00216209 0.00200939
internal_count=3121 2796 1742 946 796 503 325
is_linear=0
shrinkage=0.1


Tree=5257
num_leaves=9
num_cat=0
split_feature=14 15 15 0 4 0 3 52
split_gain=3.82883e-05 7.05485e-05 4.414e-05 3.87297e-05 5.21322e-05 8.28863e-05 4.68226e-05 3.21568e-05
threshold=-1.0000000180025095e-35 -0.10653 -0.092489999999999989 -0.10607499999999999 -0.083854999999999985 -0.055064999999999996 -0.08824499999999999 -0.0064899999999999992
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 7 6 -6 -5 -4
right_child=1 2 3 4 5 -7 -8 -9
leaf_value=-0.00048411506415495118 0.00030036625819508542 -0.00051627306919959932 -0.00012869269819223346 -0.00025450363922817148 -0.00074196422009503217 -5.9316835693878643e-06 0.00026484960971639022 0.0003626146720839694
leaf_weight=0.0010671111192091876 0.001486498904156139 0.0011711660281733555 0.0010040944118905187 0.0014184202673878286 0.0013009370142205122 0.0010737297669368285 0.0012605100259127184 0.0010454764000743088
leaf_count=161 388 193 119 336 1355 171 241 157
internal_value=0 -9.29252e-05 -0.000163581 -0.000105429 -0.000197635 -0.00040916 -1.01337e-05 0.000121921
internal_weight=0 0.00976083 0.00827433 0.00710317 0.0050536 0.00237467 0.00267893 0.00204957
internal_count=3121 2960 2572 2379 2103 1526 577 276
is_linear=0
shrinkage=0.00196078


Tree=5258
num_leaves=7
num_cat=0
split_feature=52 52 52 15 2 3
split_gain=1.74112e-05 4.32241e-05 3.63513e-05 3.31008e-05 6.68161e-05 3.60708e-05
threshold=-0.24456499999999998 -0.081429999999999989 -0.0064899999999999992 -0.11713499999999999 0.10097500000000002 -0.083924999999999986
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=-0.012600530052948403 0.017302363619070508 -0.016866139891331317 -0.013068150620532305 0.028695296040194697 -0.010817343352095601 0.005975121591085656
leaf_weight=0.001013795900737263 0.0014052935180102711 0.0013203314800921441 0.0012377294556467338 0.0010903162692230983 0.0016599727043113419 0.00194579524280458
leaf_count=364 407 438 330 521 297 764
internal_value=0 0.00125043 -0.0018592 0.00147999 0.00531439 0.0141343
internal_weight=0 0.00865944 0.00725415 0.00593381 0.00469608 0.00303611
internal_count=3121 2757 2350 1912 1582 1285
is_linear=0
shrinkage=0.1


Tree=5259
num_leaves=8
num_cat=0
split_feature=2 2 13 2 3 16 47
split_gain=2.01901e-05 4.06621e-05 3.71331e-05 2.9649e-05 5.22841e-05 2.22035e-05 1.53686e-05
threshold=0.099185000000000009 0.091545000000000015 -0.08971999999999998 0.086590000000000014 -0.078934999999999991 -0.074319999999999983 0.086380000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 -4 -6
right_child=2 -3 5 -5 6 -7 -8
leaf_value=-0.018854082367874971 0.018702006134124437 -0.022267740097274058 -0.012006946838506435 0.01467151487981893 0.014553247384347835 0.0064608871234825256 -0.0025044399229230286
leaf_weight=0.001476125728923985 0.0013570488022015908 0.0010049572724549318 0.0011605857063069483 0.0010531377738702162 0.0010137713587560267 0.0014827215477156834 0.0011027525627732913
leaf_count=828 200 372 246 560 314 473 128
internal_value=0 -0.00402887 0.00525557 -8.35126e-05 -0.00440875 -0.00164771 0.00566584
internal_weight=0 0.00565074 0.00400036 0.00464579 0.00359265 0.00264331 0.00211652
internal_count=3121 2202 919 1830 1270 719 442
is_linear=0
shrinkage=0.1


Tree=5260
num_leaves=9
num_cat=0
split_feature=484 4 49 133 0 2 13 4
split_gain=0.000270627 6.77989e-05 5.55999e-05 8.26911e-05 8.19922e-05 0.000161178 0.000142496 5.61195e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 0.0034800000000000005 -0.0061299999999999992 -0.053834999999999994 0.098035000000000011 -0.0030199999999999997 0.0061450000000000003
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=-0.0009853211777506761 -0.00052334364396427828 0.00042050024163393397 0.00041524709148202241 0.00061336575110771513 -0.00082239672783470687 0.00016681822039498712 -0.00041846661713083085 0.00015501519722043269
leaf_weight=0.0010143614777078343 0.0012109155628928399 0.0018037745253146409 0.0011220573855375881 0.0018268109078756079 0.0010861683830531276 0.0015187165448759254 0.0011732345265785282 0.0014882306052011753
leaf_count=515 603 346 466 637 109 157 236 52
internal_value=0 7.222e-05 5.57349e-06 -4.97821e-05 3.10624e-05 -0.000245658 0.000191664 -9.77887e-05
internal_weight=0 0.0112299 0.00942613 0.00830408 0.00709316 0.00260488 0.00448828 0.00266147
internal_count=3121 2606 2260 1794 1191 266 925 288
is_linear=0
shrinkage=0.00196078


Tree=5261
num_leaves=8
num_cat=0
split_feature=4 42 49 3 0 52 15
split_gain=1.88364e-05 3.6179e-05 4.58769e-05 3.8788e-05 3.33783e-05 6.10668e-05 2.4502e-05
threshold=0.27834500000000006 0.091545000000000015 -0.00064499999999999985 0.090900000000000009 -0.083914999999999976 0.091275000000000009 -0.015744999999999999
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=-0.023790082856515904 0.01009969417391547 -0.019723858391959743 0.0045146995990561272 0.0025143404171043609 -0.014151477812743882 0.015553492046418281 0.026198163154682992
leaf_weight=0.0011884348722046344 0.0015068210710485865 0.0010162597565620329 0.0010324752347246322 0.0010611061017414686 0.0015913963320971999 0.0012246328175813516 0.0010522224984631807
leaf_count=411 340 579 422 97 652 223 397
internal_value=0 -0.00206884 0.00044045 -0.0113823 0.00586736 -0.0012334 0.0154591
internal_weight=0 0.00816653 0.00715027 0.00224954 0.00490073 0.00281603 0.0020847
internal_count=3121 2781 2202 508 1694 875 819
is_linear=0
shrinkage=0.1


Tree=5262
num_leaves=9
num_cat=0
split_feature=49 42 43 43 0 4 4 16
split_gain=1.95704e-05 4.43482e-05 4.02122e-05 5.28171e-05 4.40371e-05 3.80891e-05 2.66385e-05 1.39451e-05
threshold=-0.043469999999999995 0.091545000000000015 -0.17390999999999998 -0.0037449999999999996 -0.10474999999999998 0.0052350000000000009 -0.17966999999999997 -0.11227499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=5 2 -2 -4 7 -1 -6 -5
right_child=1 -3 3 4 6 -7 -8 -9
leaf_value=-0.0050476968924187248 0.018281990058666358 -0.02189172650704797 -0.021637708751609187 4.7366213533847044e-05 0.0011275310246948525 0.02084845067868854 0.023711406184100496 -0.016609448307690719
leaf_weight=0.0011308663187011788 0.0010563919835293624 0.0010310301820380119 0.0011897276893154014 0.001006558861335452 0.0010406569257675751 0.0011410868952181801 0.0010485380745475438 0.0010039195406949253
leaf_count=261 136 614 1131 125 168 164 424 98
internal_value=0 -0.00265592 0.00046941 -0.00308809 0.00229502 0.00795862 0.0124621 -0.00827011
internal_weight=0 0.00737682 0.00634579 0.0052894 0.00409967 0.00227195 0.0020892 0.00201048
internal_count=3121 2696 2082 1946 815 425 592 223
is_linear=0
shrinkage=0.1


Tree=5263
num_leaves=9
num_cat=0
split_feature=15 151 0 52 16 42 43 1
split_gain=4.36585e-05 6.88947e-05 7.00043e-05 6.53845e-05 5.8522e-05 8.23014e-05 0.000102365 0.000132567
threshold=-0.24436499999999997 -0.086944999999999981 -0.11756999999999999 -0.068719999999999989 -0.25582999999999995 -1.0000000180025095e-35 -0.084004999999999982 0.095285000000000022
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 -6 -7 -8
right_child=1 2 4 -5 5 6 7 -9
leaf_value=0.00037003171723020724 0.00043582566944273978 -1.2888823985959296e-05 0.00043085088867909454 -0.00060701031224702712 -0.00051714841390895815 0.00053166326459696785 -0.00048932184661098219 0.0003818515154295544
leaf_weight=0.0010644298345971392 0.0010226699089037677 0.001246173798295197 0.0010794525377268004 0.0016619514443565707 0.0012182620832531547 0.0012463815855021749 0.0016924357942608025 0.0011133383700898821
leaf_count=253 248 108 127 219 718 248 918 282
internal_value=0 -4.71251e-05 -0.000100473 -0.000352421 1.49137e-05 -7.02758e-05 6.40744e-05 -0.000143638
internal_weight=0 0.0102807 0.009258 0.00290813 0.00634987 0.00527042 0.00405216 0.00280577
internal_count=3121 2868 2620 327 2293 2166 1448 1200
is_linear=0
shrinkage=0.00196078


Tree=5264
num_leaves=8
num_cat=0
split_feature=1 15 0 4 3 3 12
split_gain=2.91063e-05 4.83151e-05 7.125e-05 8.34426e-05 4.1027e-05 3.53572e-05 1.54302e-05
threshold=0.10937500000000001 1.0000000180025095e-35 -0.11437499999999999 -0.029144999999999997 0.11296500000000002 -0.042499999999999989 0.093765000000000015
decision_type=2 2 2 2 2 2 2
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right_child=4 -3 3 -5 -6 -7 -8
leaf_value=0.00032008878119674255 0.00049291961956145441 -0.0003385362796027901 -0.00017692851440797346 -0.00057802315668376459 -0.00010419768977892895 0.00033302035299460388 0.00015144632670213438
leaf_weight=0.0019291214468308234 0.00101141851950577 0.0019797875678976241 0.0010449806261857435 0.0011574982389917789 0.0015252615590111065 0.0010459723357308915 0.0010237223087032265
leaf_count=236 224 1153 207 883 189 94 135
internal_value=0 -7.80116e-05 2.16071e-05 -0.000155649 0.000138933 7.81669e-05 0.000321151
internal_weight=0 0.00715736 0.00517757 0.00324845 0.0035604 0.00209095 0.00203514
internal_count=3121 2573 1420 1184 548 301 359
is_linear=0
shrinkage=0.00196078


Tree=5265
num_leaves=8
num_cat=0
split_feature=43 43 457 2 4 1 0
split_gain=1.87618e-05 6.90709e-05 3.98301e-05 5.69578e-05 4.34278e-05 3.41228e-05 2.93606e-05
threshold=-0.04890499999999999 -0.092909999999999979 0.045365000000000009 0.097845000000000015 0.053925000000000008 0.088485000000000022 -0.055064999999999996
decision_type=2 2 2 2 2 2 2
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right_child=2 -3 -4 4 -6 -7 -8
leaf_value=0.0057975467324306177 -0.0063282385281519752 0.023454582618988737 0.013764109016958351 0.014379607116775692 -0.010600696906646745 -0.030937397551333075 -0.017433270570056978
leaf_weight=0.0011347965536853892 0.0010894884917771012 0.0013483529694469148 0.0010990788186193761 0.001441265144110433 0.0013457688216938772 0.0011669515385252949 0.0010450816598802713
leaf_count=370 731 990 133 287 220 295 95
internal_value=0 0.00566428 -0.00348559 -0.00724466 0.00231742 -0.0190552 -0.00533982
internal_weight=0 0.00352823 0.00614255 0.00504347 0.00278703 0.00225644 0.00217988
internal_count=3121 1455 1666 1533 507 1026 465
is_linear=0
shrinkage=0.1


Tree=5266
num_leaves=8
num_cat=0
split_feature=0 12 42 15 0 2 1
split_gain=1.82536e-05 5.76086e-05 3.29774e-05 7.41622e-05 4.95888e-05 4.91752e-05 8.47272e-05
threshold=-0.019414999999999998 0.082850000000000021 0.091295000000000015 0.024640000000000006 -0.10151999999999999 0.11215000000000001 0.092945000000000014
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1
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leaf_count=161 195 170 635 820 867 150 123
internal_value=0 0.00748618 -0.00261803 -0.00559232 0.000303444 0.00662421 0.0156513
internal_weight=0 0.00237075 0.00727233 0.0060852 0.00473477 0.00342736 0.00218588
internal_count=3121 365 2756 2121 1301 434 284
is_linear=0
shrinkage=0.1


Tree=5267
num_leaves=7
num_cat=0
split_feature=484 133 13 3 4 1
split_gain=1.81474e-05 3.22084e-05 4.39773e-05 6.18943e-05 4.37078e-05 5.8895e-05
threshold=0.084040000000000017 -0.0061299999999999992 -0.0030199999999999997 -0.075944999999999985 0.0061450000000000003 0.11323000000000001
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=0.0010536441065739409 0.0010923295656045809 0.0013584639633053353 0.0018815300579908731 0.0016626903156918831 0.0014688403040360352 0.0010907682653207853
leaf_count=766 368 786 478 491 153 79
internal_value=0 -0.00167548 0.000635409 0.00994303 -0.00569625 0.00280928
internal_weight=0 0.00851594 0.00746229 0.00302115 0.00444114 0.00255961
internal_count=3121 2753 1987 1277 710 232
is_linear=0
shrinkage=0.1


Tree=5268
num_leaves=8
num_cat=0
split_feature=4 151 4 1 13 1 0
split_gain=1.71451e-05 3.13391e-05 5.84937e-05 7.25757e-05 3.5304e-05 2.3798e-05 1.64526e-05
threshold=0.27287000000000006 -0.024429999999999997 -0.0029599999999999995 0.094385000000000011 -0.076384999999999995 0.12205500000000001 -0.0058249999999999994
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
leaf_value=0.012246904285122011 0.0095077972626174487 0.015754505737261053 -0.036865838664873515 0.0066649986278085813 -0.012184917595049196 -0.014947223638478819 0.0051417530127316974
leaf_weight=0.0012999360435260263 0.0015539350778734527 0.0014740391961031098 0.0010107660811277857 0.0010236591182759313 0.0011940086061259464 0.0010143703973177209 0.0010129598455995697
leaf_count=451 352 614 463 118 887 51 185
internal_value=0 -0.00196764 -0.00471334 -0.0149574 0.00377132 -0.00409186 -0.00423228
internal_weight=0 0.00802974 0.0067298 0.0030488 0.00368101 0.00203803 0.00220697
internal_count=3121 2769 2318 632 1686 169 1072
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shrinkage=0.1


Tree=5269
num_leaves=9
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split_feature=52 160 15 160 52 2 3 2
split_gain=3.58002e-05 8.00042e-05 8.79455e-05 6.16415e-05 5.05936e-05 8.20407e-05 0.000101896 6.27515e-05
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decision_type=2 2 2 2 2 2 2 2
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leaf_weight=0.0010506118677092438 0.001347666182809913 0.0013544161760368119 0.001258033774786264 0.0010830852531109126 0.0010064079719576827 0.0014717473874102409 0.0010969045038295492 0.0010763855854902338
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internal_value=0 0.000149485 -3.42791e-05 -8.92822e-05 -6.02404e-07 -8.55735e-05 8.80664e-05 0.000332924
internal_weight=0 0.00366306 0.00261245 0.0070822 0.00573453 0.00472812 0.00325638 0.00217329
internal_count=3121 953 767 2168 1425 1249 1036 725
is_linear=0
shrinkage=0.00196078


Tree=5270
num_leaves=7
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split_feature=43 43 457 2 1 0
split_gain=1.71998e-05 4.79658e-05 2.8489e-05 5.12814e-05 7.7481e-05 2.58784e-05
threshold=-0.04890499999999999 -0.092909999999999979 0.045365000000000009 0.11474000000000002 0.088485000000000022 -0.055064999999999996
decision_type=2 2 2 2 2 2
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leaf_value=0.0067633774471357842 0.0019107176980168875 0.020415515571426311 0.011354457419055499 0.011092929288323332 -0.026808082695024223 -0.015160062781792705
leaf_weight=0.0011262282488004364 0.0018948231263386029 0.0013319382151167685 0.001087894452473195 0.0012445021149084246 0.0018631476658518304 0.0010315951046737941
leaf_count=370 848 990 133 257 428 95
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internal_weight=0 0.00348976 0.00609037 0.00500247 0.00375797 0.00215782
internal_count=3121 1455 1666 1533 1276 465
is_linear=0
shrinkage=0.1


Tree=5271
num_leaves=7
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split_feature=16 1 16 52 0 1
split_gain=1.79602e-05 5.88554e-05 4.78222e-05 3.23267e-05 3.19512e-05 4.55999e-05
threshold=0.38525000000000004 0.077565000000000009 -0.008904999999999998 1.0000000180025095e-35 -0.20211999999999997 0.11353000000000001
decision_type=2 2 2 2 2 2
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leaf_weight=0.0013080770686215899 0.0013762971118090528 0.00146131579887393 0.0013556299149523887 0.0010273816853736387 0.0019872021814384801 0.0010406362316768506
leaf_count=657 311 130 356 854 538 275
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internal_weight=0 0.00818024 0.00584478 0.00233546 0.00448915 0.00302784
internal_count=3121 2810 1299 1511 943 813
is_linear=0
shrinkage=0.1


Tree=5272
num_leaves=9
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split_feature=14 49 2 4 0 47 4 2
split_gain=3.46359e-05 5.36815e-05 5.32567e-05 8.95371e-05 7.26831e-05 6.23396e-05 5.80184e-05 9.31742e-05
threshold=-1.0000000180025095e-35 0.065470000000000014 0.10912000000000001 -0.35136499999999998 -0.060129999999999996 0.086380000000000012 0.0061450000000000003 0.084055000000000005
decision_type=2 2 2 2 2 2 2 2
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right_child=1 -3 -4 4 -6 -7 -8 -9
leaf_value=-0.00034532105613343828 -0.00063111975688822665 0.00045457281465189459 0.00027482916447980595 0.00021718617154219851 0.00038643561254011799 -0.00055832667698254386 0.00037924293515425553 -0.00059833789312818924
leaf_weight=0.0010358316984224675 0.001034726883014387 0.0010316480455852947 0.0018521482606225128 0.0010994068419762938 0.0013847240653610936 0.001002093529073557 0.0010526830777700179 0.0010559456547392561
leaf_count=161 148 567 356 502 143 182 184 878
internal_value=0 3.22435e-05 -1.91252e-05 -0.000101249 -3.25345e-06 -0.000131423 1.92837e-06 -0.000182354
internal_weight=0 0.00951338 0.00848173 0.00662958 0.00559485 0.00421013 0.00320804 0.00215535
internal_count=3121 2960 2393 2037 1889 1746 1564 1380
is_linear=0
shrinkage=0.00196078


Tree=5273
num_leaves=9
num_cat=0
split_feature=15 16 2 40 47 12 0 42
split_gain=5.61982e-05 4.3585e-05 6.71116e-05 9.22786e-05 0.000100538 8.8838e-05 0.00017333 7.47903e-05
threshold=-0.24436499999999997 -0.36241499999999999 0.11093500000000002 -1.0000000180025095e-35 0.092165000000000011 0.088305000000000008 -0.11437499999999999 0.084635000000000016
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5 -7
right_child=1 2 -4 4 -6 7 -8 -9
leaf_value=0.00041832406451182815 -0.00033531248042973928 -0.00063033185053812477 0.00035128982500109036 0.00010836076861060645 0.00053557746201320338 -0.00018328299687258307 -0.00096208693229213381 0.00055995498099023933
leaf_weight=0.0010664361367773772 0.0017598961685695276 0.0010110133939940317 0.0017036444220191226 0.0012707098715171654 0.0011304775972558806 0.0010802433450604033 0.0010723600387325441 0.0010046339065679934
leaf_count=253 248 163 343 127 203 474 841 469
internal_value=0 -5.51089e-05 4.49752e-06 -8.54357e-05 1.36746e-05 -0.00011957 -0.000381554 0.000174859
internal_weight=0 0.010033 0.00827308 0.00656944 0.00555842 0.00442795 0.00234307 0.00208488
internal_count=3121 2868 2620 2277 2114 1911 968 943
is_linear=0
shrinkage=0.00196078


Tree=5274
num_leaves=8
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split_feature=0 3 1 2 3 42 13
split_gain=1.76085e-05 4.37617e-05 3.80971e-05 5.0046e-05 5.98093e-05 3.47301e-05 1.7882e-05
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decision_type=2 2 2 2 2 2 2
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right_child=1 -3 3 4 -6 -7 -8
leaf_value=-0.019785485644834924 0.024346446241001077 -0.011410867976821773 -0.0021802955774744433 0.018989691083872384 -0.010194827504017267 -0.0004670421507178395 -0.020772385246128323
leaf_weight=0.0011359432357962431 0.0012873051789614358 0.0010218624553853545 0.0010257736336673274 0.0019682249535123101 0.0010916861728431718 0.0010039914131427605 0.0010436658800946858
leaf_count=1506 241 125 479 268 134 218 150
internal_value=0 0.00579871 -0.00321528 0.000454348 0.00857751 0.0134738 -0.0115567
internal_weight=0 0.00331316 0.00626529 0.00512935 0.00305991 0.0022913 0.00206944
internal_count=3121 584 2537 1031 402 459 629
is_linear=0
shrinkage=0.1


Tree=5275
num_leaves=7
num_cat=0
split_feature=50 15 16 52 151 4
split_gain=1.75559e-05 3.13621e-05 5.18567e-05 4.17811e-05 5.3489e-05 3.44196e-05
threshold=0.088425000000000017 -0.15026499999999995 -0.36241499999999999 -0.088204999999999992 -0.0052199999999999989 -0.083854999999999985
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=0.017652019416784809 -0.012183061912807228 -0.020348345658498641 -0.0099480442552756319 0.02803615673865073 0.011443713947635726 -0.0086321336719818835
leaf_weight=0.001045258080746631 0.0010660346330216694 0.0011523343576956956 0.0018399741581947319 0.0010228263853300805 0.0018112492627451653 0.0016158901944929797
leaf_count=326 560 216 563 252 365 839
internal_value=0 0.00143194 -0.00084615 0.00272671 0.00796747 0.00197799
internal_weight=0 0.00848753 0.00744227 0.00628994 0.00444997 0.00342714
internal_count=3121 2561 2235 2019 1456 1204
is_linear=0
shrinkage=0.1


Tree=5276
num_leaves=9
num_cat=0
split_feature=14 1 42 457 49 0 43 13
split_gain=4.32364e-05 5.39168e-05 9.00133e-05 5.31639e-05 0.000138163 7.95275e-05 5.8926e-05 0.000104737
threshold=-1.0000000180025095e-35 0.12873500000000002 0.091735000000000025 0.088350000000000026 -0.00064499999999999985 -0.13027499999999997 -0.084004999999999982 -0.094514999999999988
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=-0.00038315895762213619 -0.00051447670029431205 0.00043713149474099535 -0.00053771807931629286 0.00047441265853358878 0.00061452533178726432 0.00034824612905240708 0.00019986204261483988 -0.00059211999218739258
leaf_weight=0.0010612009130915407 0.0015727819141708082 0.0011265353072984407 0.0011201514438159985 0.0010188190468487894 0.0011100037039356477 0.0013813107026187932 0.0014411745825349787 0.0011577056604155139
leaf_count=161 414 183 574 132 153 340 84 1080
internal_value=0 3.32373e-05 -1.84559e-05 5.72624e-05 -6.52302e-06 0.000150426 2.09969e-05 -0.000152937
internal_weight=0 0.00992848 0.00880195 0.0076818 0.00666298 0.00509019 0.00398019 0.00259888
internal_count=3121 2960 2777 2203 2071 1657 1504 1164
is_linear=0
shrinkage=0.00196078


Tree=5277
num_leaves=8
num_cat=0
split_feature=133 0 4 15 150 15 3
split_gain=3.93624e-05 4.48555e-05 3.52343e-05 6.00624e-05 7.83054e-05 6.93828e-05 2.40499e-05
threshold=0.099660000000000012 1.0000000180025095e-35 -0.059649999999999988 -0.016799999999999995 0.081835000000000019 -0.10091499999999999 0.095270000000000007
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 3 -5 -6 -7 -8
leaf_value=-0.00029901177320000203 -0.00037657400399853015 0.00032276091408292156 0.00011566262307780842 0.0003441235104647976 0.00030891086176567468 -0.00066701441079513777 -0.00028566559354624156
leaf_weight=0.0015129637177971281 0.0010024755032525508 0.0016812951975469356 0.001340107435429525 0.0017476209044223964 0.0014010921780752191 0.0010289942447672387 0.0010043172501757944
leaf_count=784 483 292 319 375 266 503 99
internal_value=0 3.15158e-05 -2.94255e-05 3.31115e-05 -8.07287e-05 -0.000242559 -5.62605e-05
internal_weight=0 0.00971639 0.0080351 0.00652213 0.00477451 0.00337342 0.00234442
internal_count=3121 2638 2346 1562 1187 921 418
is_linear=0
shrinkage=0.00196078


Tree=5278
num_leaves=9
num_cat=0
split_feature=48 16 52 0 12 0 2 52
split_gain=3.62872e-05 9.14532e-05 6.86914e-05 5.92397e-05 6.44056e-05 5.90231e-05 6.62464e-05 2.3869e-05
threshold=0.11951500000000001 -0.5048999999999999 0.11434500000000002 -0.077999999999999986 0.095175000000000023 -0.10607499999999999 0.092875000000000013 -0.087769999999999987
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 5 7 6 -3 -5
right_child=-2 2 -4 4 -6 -7 -8 -9
leaf_value=0.00056403647865239687 -0.00036052331891088876 0.00026060292697222481 -0.00051396281501070267 -0.0002134761609699587 0.00055751466635941627 -0.00050486313929452918 -0.00035758137439174481 0.00019091701236031473
leaf_weight=0.0010962991625472146 0.0010059517616602493 0.0016972970581174002 0.0010239834570532789 0.001011295311432277 0.0013047572805231257 0.001181644401808909 0.0010973902337073913 0.0012607284357627516
leaf_count=192 114 152 437 225 342 1226 165 268
internal_value=0 3.07686e-05 -3.73921e-05 2.72171e-05 0.000210309 -0.000137477 1.78604e-05 1.09185e-05
internal_weight=0 0.0096734 0.0085771 0.00755311 0.00357678 0.00397633 0.00279469 0.00227202
internal_count=3121 3007 2815 2378 835 1543 317 493
is_linear=0
shrinkage=0.00196078


Tree=5279
num_leaves=7
num_cat=0
split_feature=11 43 12 2 43 15
split_gain=1.84787e-05 3.04682e-05 4.42341e-05 3.87236e-05 4.26222e-05 5.16957e-05
threshold=0.078065000000000009 -0.067199999999999996 0.051320000000000005 0.089885000000000007 0.05259500000000001 -0.074054999999999996
decision_type=2 2 2 2 2 2
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right_child=-2 3 -4 4 -6 -7
leaf_value=0.025266762492844631 -0.012774467663467555 -0.016144545854703984 0.00020271223099243329 0.0074052201765924712 0.018059605946800245 -0.020200882889483483
leaf_weight=0.0011208449710713097 0.001025905983745524 0.0015909567130118849 0.0018939303687609931 0.0015719892078155748 0.0012002058344511689 0.0011932317385584335
leaf_count=271 211 860 1010 228 230 311
internal_value=0 0.00142695 0.00952112 -0.00296478 0.00232304 -0.0045072
internal_weight=0 0.00857116 0.00301478 0.00555638 0.00396543 0.00276522
internal_count=3121 2910 1281 1629 769 539
is_linear=0
shrinkage=0.1


Tree=5280
num_leaves=8
num_cat=0
split_feature=133 14 49 47 4 1 2
split_gain=3.66511e-05 4.22748e-05 5.40324e-05 5.36528e-05 0.000137695 5.50273e-05 8.4742e-05
threshold=0.099660000000000012 -1.0000000180025095e-35 0.0093850000000000027 0.092530000000000015 0.053180000000000012 0.089175000000000018 0.096540000000000015
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=-0.00046206171505690197 -0.00047833523398100686 -0.00024178999164967881 0.00038025313063420424 -0.00041145081449688124 0.0005770060572283949 -0.00043631156122989518 0.00046185432140177714
leaf_weight=0.0010407140285336016 0.0010280213209611202 0.0019059885827471803 0.0010190618308231715 0.0016657883301680471 0.0012092905806183937 0.0017824877654958491 0.0010050210397712358
leaf_count=154 483 902 489 200 268 468 157
internal_value=0 -8.88408e-05 -4.36111e-05 -0.000100682 -1.29816e-05 -0.000164993 1.14199e-06
internal_weight=0 0.00962835 0.00858764 0.00756858 0.00590279 0.0046935 0.00291101
internal_count=3121 2638 2484 1995 1795 1527 1059
is_linear=0
shrinkage=0.00196078


Tree=5281
num_leaves=9
num_cat=0
split_feature=159 1 4 42 1 16 2 0
split_gain=3.16727e-05 5.00955e-05 5.04662e-05 5.45986e-05 7.00294e-05 4.90025e-05 4.30629e-05 8.01377e-06
threshold=-1.0000000180025095e-35 0.13146500000000003 0.27834500000000006 0.086325000000000013 0.091095000000000023 -0.078844999999999985 0.097070000000000004 -0.13455999999999999
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=-0.00031799796290170627 0.00043544319921080186 0.00044469537033855583 0.00033497404589773053 -0.0004059912959885301 -0.0004079937659107685 -0.00030242309294307296 0.00026321704450132607 -0.00016061656349432185
leaf_weight=0.0011120732972397527 0.0015457554233377548 0.0010094846333539185 0.0013212081024235201 0.0015644128653761356 0.0010122137914142237 0.0010585762022625187 0.0010123232357522518 0.0010017367557661888
leaf_count=509 536 216 176 751 106 428 148 251
internal_value=0 3.16916e-05 -1.72645e-05 -8.19454e-05 8.08778e-06 0.000171266 -2.59197e-05 -0.000284949
internal_weight=0 0.00952571 0.00851623 0.00719502 0.00563061 0.00361665 0.0020709 0.00201395
internal_count=3121 2612 2396 2220 1469 1112 576 357
is_linear=0
shrinkage=0.00196078


Tree=5282
num_leaves=8
num_cat=0
split_feature=48 48 51 1 42 4 4
split_gain=3.9079e-05 6.58674e-05 9.92306e-05 9.07028e-05 8.7056e-05 9.98039e-05 8.08899e-05
threshold=0.11951500000000001 0.093265000000000015 0.086310000000000012 0.111945 0.086325000000000013 -1.0000000180025095e-35 -0.084369999999999987
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=-3.408600634534123e-05 -0.00037446874377851554 0.00047906078079760676 -0.00060814203982350538 0.00041971479929936288 -0.00054044694387147922 -0.00035205343487880973 0.00060160268174819741
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internal_value=0 2.90858e-05 -2.76285e-05 4.69471e-05 -7.28468e-05 4.82683e-05 0.000252463
internal_weight=0 0.00992314 0.00881243 0.00780922 0.00590997 0.00469413 0.00310854
internal_count=3121 3007 2768 2443 2115 1339 1017
is_linear=0
shrinkage=0.00196078


Tree=5283
num_leaves=9
num_cat=0
split_feature=133 16 160 52 4 4 1 47
split_gain=3.71641e-05 5.57171e-05 9.93994e-05 7.61817e-05 0.000100668 6.97026e-05 0.000141659 9.6052e-05
threshold=0.099660000000000012 0.013515000000000001 -1.0000000180025095e-35 -0.24456499999999998 -0.10429499999999998 -0.077679999999999985 0.094385000000000011 0.096300000000000011
decision_type=2 2 2 2 2 2 2 2
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leaf_value=-0.00055054461634571354 -0.0003651024653910102 -0.00021651323400730379 0.00049185748150236538 3.975304569094299e-05 0.0008490551166312855 -0.0005734341703611443 0.00050562107045372178 -0.00025644053686719277
leaf_weight=0.0013517410996171349 0.0010146414287777487 0.0010152625352153463 0.0010718660736610307 0.0012398737558856918 0.0011289931622862146 0.0014052399016807613 0.0015713178678058144 0.00106817455491203
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internal_value=0 2.90095e-05 -7.76448e-05 0.000232866 0.000425463 4.72894e-05 -7.05224e-05 0.000197223
internal_weight=0 0.00985247 0.00646834 0.00338413 0.00236887 0.0051166 0.00404473 0.00263949
internal_count=3121 2638 1978 660 343 1326 844 404
is_linear=0
shrinkage=0.00196078


Tree=5284
num_leaves=9
num_cat=0
split_feature=48 16 15 47 2 4 4 13
split_gain=3.62734e-05 8.9202e-05 4.9659e-05 8.53515e-05 7.31621e-05 7.65333e-05 7.26594e-05 5.56683e-05
threshold=0.11951500000000001 -0.50992999999999988 -0.11713499999999999 0.092165000000000011 0.11093500000000002 -0.35136499999999998 -0.0016099999999999997 -0.033284999999999988
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=0.00057235927667756642 -0.00035778014540263257 -0.00038112038101811992 -0.00060685672920490535 0.00049456904891876318 0.00037448933546767928 -0.0001829906050853938 -0.0004327251989031579 0.00038896766001086328
leaf_weight=0.0010457213445279759 0.0010186947275872263 0.0013387134001907088 0.0011718534227586667 0.0012589889516784122 0.0011805558904197993 0.0011397112929662926 0.0012158859076644066 0.0015359346934944529
leaf_count=156 114 391 168 156 280 875 335 646
internal_value=0 3.08131e-05 -3.32368e-05 2.88345e-05 -6.50733e-05 -0.00016756 -3.52745e-05 0.000145338
internal_weight=0 0.00988736 0.00884164 0.00750293 0.00624394 0.00506339 0.00389153 0.00267565
internal_count=3121 3007 2851 2460 2304 2024 1856 1521
is_linear=0
shrinkage=0.00196078


Tree=5285
num_leaves=11
num_cat=0
split_feature=484 4 0 15 42 15 43 0 150 15
split_gain=0.000320524 9.8268e-05 0.00012877 7.66943e-05 0.000206189 0.000162428 0.000120739 0.000103671 0.0001042 3.98309e-05
threshold=-1.0000000180025095e-35 -0.49405499999999997 0.056435000000000006 1.0000000180025095e-35 0.083995000000000014 -0.016799999999999995 -0.080884999999999985 -0.08824499999999999 0.081835000000000019 -0.14601999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 6 -3 8 9 -8
right_child=1 2 -4 4 -6 -7 7 -9 -10 -11
leaf_value=-0.0010544512699663547 -0.00048777408253929556 -0.00053419054147250164 0.00080849802920625671 -0.00075233759116718416 0.0003996768323268889 0.0007870000134251805 3.5492235787154956e-05 0.00071897710233035045 0.00051012020907350035 -0.00050146300431820287
leaf_weight=0.0010336706008728649 0.0010383963395179047 0.0011578752921411689 0.0010138483545851897 0.0013130518797068187 0.001095829471052882 0.0013518459097126732 0.0010189374499797628 0.0010371008809380577 0.0010512640317325728 0.0011094464198648062
leaf_count=515 133 390 102 560 483 191 145 314 126 162
internal_value=0 8.67415e-05 0.000145522 7.19444e-05 -0.000228272 0.000179458 2.66465e-05 0.000180646 5.06001e-06 -0.000244402
internal_weight=0 0.0111876 0.0101492 0.00913535 0.00240888 0.00672647 0.00537462 0.00421675 0.00317965 0.00212838
internal_count=3121 2606 2473 2371 1043 1328 1137 747 433 307
is_linear=0
shrinkage=0.00196078


Tree=5286
num_leaves=9
num_cat=0
split_feature=11 3 1 15 52 3 15 1
split_gain=7.01742e-05 5.69141e-05 5.22085e-05 8.17446e-05 8.24136e-05 7.80087e-05 7.05529e-05 2.26773e-05
threshold=0.080455000000000013 -0.12018999999999998 0.094385000000000011 -0.0040799999999999994 0.084960000000000022 0.10893000000000001 -0.053579999999999996 0.11507500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -4 -7
right_child=-2 2 5 4 -6 7 -8 -9
leaf_value=0.00039997754124900903 -0.00051170097307173888 -0.00058006159724829616 0.00063348950671677639 0.00025938790356908341 -0.00043886404825456876 4.6595025202745859e-05 -1.7204524798395204e-05 -0.00036260998889279573
leaf_weight=0.0013986924385177542 0.001000165111000235 0.0013589309507724108 0.0014377697679641699 0.0017888382688923535 0.0010207006256473547 0.0010031162604109967 0.001155543912273964 0.0010826306294724232
leaf_count=167 189 928 344 496 572 81 188 156
internal_value=0 3.24349e-05 -2.56694e-05 -0.00018525 5.71418e-06 0.000116498 0.000343549 -0.000165807
internal_weight=0 0.0102462 0.00884753 0.00416847 0.00280954 0.00467906 0.00259331 0.00208575
internal_count=3121 2932 2765 1996 1068 769 532 237
is_linear=0
shrinkage=0.00196078


Tree=5287
num_leaves=8
num_cat=0
split_feature=159 0 2 12 3 15 43
split_gain=2.00444e-05 3.17252e-05 9.65967e-05 3.8399e-05 5.2555e-05 0.000102432 4.40552e-05
threshold=-1.0000000180025095e-35 -0.20211999999999997 0.11411 0.10097500000000002 -0.055119999999999995 -0.016799999999999995 -0.084004999999999982
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=-0.013548927938577295 -0.011239598605265732 -0.0011496475228810644 0.030781873542858898 0.01454610358073908 -0.015738557430633248 0.026953060103081506 -0.02805848297944781
leaf_weight=0.0010110708036359982 0.0016340235138362922 0.0011615023206294549 0.0011474328088260412 0.0012662908874527959 0.001106348788020059 0.0011423007977404737 0.0012777379058242378
leaf_count=509 129 415 391 223 257 129 1068
internal_value=0 0.00132371 0.00421442 -0.000905404 -0.00507916 0.00594853 -0.0152452
internal_weight=0 0.00873564 0.00710161 0.00595418 0.00468789 0.00224865 0.00243924
internal_count=3121 2612 2483 2092 1869 386 1483
is_linear=0
shrinkage=0.1


Tree=5288
num_leaves=8
num_cat=0
split_feature=11 3 1 15 16 2 16
split_gain=1.80632e-05 2.62348e-05 4.05133e-05 7.67327e-05 5.56307e-05 5.40405e-05 5.23566e-05
threshold=0.078340000000000007 -0.12018999999999998 0.094385000000000011 -0.0040799999999999994 -0.36241499999999999 0.090675000000000019 -0.056919999999999991
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=0.01596398896812606 -0.012908686372324344 -0.029123040676210035 -0.014184501481524784 0.018613854468525294 0.028445419896081819 -0.011482346114735068 0.0017257390981702246
leaf_weight=0.001065839913578108 0.0010024323294607331 0.0012007676173451591 0.0010099073358538295 0.0010678136771707376 0.0012635176990413621 0.0013520432231006079 0.0017477287760919724
leaf_count=149 208 928 206 761 204 306 359
internal_value=0 0.00126658 -0.000783341 -0.00845669 0.0061257 0.00179825 0.0129373
internal_weight=0 0.00870762 0.00764178 0.00362062 0.00402115 0.00241986 0.00301125
internal_count=3121 2913 2764 1995 769 1067 563
is_linear=0
shrinkage=0.1


Tree=5289
num_leaves=9
num_cat=0
split_feature=48 16 15 0 1 47 4 43
split_gain=4.33163e-05 0.000101064 5.69286e-05 7.09319e-05 0.000130504 7.34346e-05 7.48324e-05 6.53263e-05
threshold=0.11951500000000001 -0.5048999999999999 -0.14147499999999996 -0.10607499999999999 0.093575000000000019 0.085270000000000026 -0.076779999999999987 -0.0030899999999999994
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=0.00057929986136168621 -0.00039419432298330086 -0.00045982928813555776 -8.6631471251043021e-05 0.0001900170499118678 0.0008275250782893061 0.00029938949429680618 -0.00069992378986530432 -0.00040013773451566759
leaf_weight=0.0011374744560222723 0.0010239173340242163 0.0010965217907256191 0.0014541335312537873 0.0015547292984158627 0.001022639846279802 0.0012596040184337191 0.0010257166763176836 0.0013449802037956001
leaf_count=192 114 334 165 583 130 186 1054 363
internal_value=0 2.94518e-05 -4.19589e-05 1.78447e-05 0.000290816 -0.000112548 -0.000244732 -8.37161e-05
internal_weight=0 0.0098958 0.00875833 0.0076618 0.00247677 0.00518503 0.00392543 0.00289971
internal_count=3121 3007 2815 2481 295 2186 2000 946
is_linear=0
shrinkage=0.00196078


Tree=5290
num_leaves=7
num_cat=0
split_feature=42 49 42 52 13 15
split_gain=1.69222e-05 4.29086e-05 5.83293e-05 5.98967e-05 5.49304e-05 2.84301e-05
threshold=-1.0000000180025095e-35 -0.047584999999999995 0.091545000000000015 -0.0064899999999999992 -0.10278499999999999 -0.068899999999999975
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=-0.0097396264785027456 0.014678326426803417 -0.013576490886485269 -0.023983011724892395 -0.0091739171742416803 0.006201183573361713 0.028010028270279642
leaf_weight=0.0015559540173497232 0.0019273058173613139 0.0016791088883832571 0.0010422127184993683 0.0010938078849944501 0.0011181224778453631 0.001284342184715469
leaf_count=862 360 596 620 129 204 350
internal_value=0 0.0016417 -0.00239935 0.00194715 0.00940248 0.0178601
internal_weight=0 0.0081449 0.00621759 0.00517538 0.00349627 0.00240246
internal_count=3121 2259 1899 1279 683 554
is_linear=0
shrinkage=0.1


Tree=5291
num_leaves=11
num_cat=0
split_feature=47 47 48 52 52 52 13 0 15 4
split_gain=9.38129e-05 0.000116635 9.04424e-05 9.10861e-05 6.17822e-05 0.000104332 6.22358e-05 9.16359e-05 7.51929e-05 0.000110333
threshold=0.13148500000000005 0.10254000000000001 -0.024949999999999996 0.11434500000000002 -0.10925999999999998 -0.081429999999999989 0.0076650000000000008 -0.077999999999999986 -0.10203999999999998 0.0067750000000000006
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 7 8 -7 -10
right_child=-2 -3 3 -5 5 6 -8 -9 9 -11
leaf_value=0.00051770251768696685 -0.00058057202728448371 0.00064338067932924177 -0.00047701097413555585 -0.00064535564836641298 0.00059911391313432647 -0.00056273260740190853 -0.00046058800726402527 0.00051456307570839897 -0.00037478197242729058 0.00052747112978499574
leaf_weight=0.0010284363786410315 0.0010365433929964583 0.0010955399516395731 0.0010008847403595797 0.0010275426998004903 0.0010927918030035969 0.0010312189518944608 0.0011926629688767329 0.0011668262264454012 0.0010235275940077234 0.0010615096048222027
leaf_count=181 65 187 460 443 181 171 211 331 774 117
internal_value=0 3.71713e-05 -3.1826e-05 -9.75649e-05 -2.32027e-05 4.59466e-05 -6.44488e-05 4.58598e-05 -0.000129638 8.45625e-05
internal_weight=0 0.0107209 0.0096254 0.00859696 0.00756942 0.00656854 0.00547575 0.00428308 0.00311626 0.00208504
internal_count=3121 3056 2869 2688 2245 1785 1604 1393 1062 891
is_linear=0
shrinkage=0.00196078


Tree=5292
num_leaves=8
num_cat=0
split_feature=52 160 52 51 16 0 16
split_gain=1.79511e-05 7.47771e-05 5.12279e-05 4.76322e-05 4.23169e-05 5.22385e-05 1.5298e-05
threshold=-0.046924999999999988 -1.0000000180025095e-35 -0.088204999999999992 -0.094454999999999983 -0.056919999999999991 -0.11756999999999999 -0.15241499999999997
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=0.011589759638632418 -0.025637560486917468 -0.0063480028420906838 0.022018411432946108 -0.018750871398725628 -0.011782514951798962 0.026363712229724341 0.0093936932603694966
leaf_weight=0.0010217670829299678 0.0012113565671899966 0.0015102934117270043 0.0012260538074292341 0.0010482934926738427 0.0015680260071141584 0.0010748508395620859 0.0010502869511802625
leaf_count=265 743 200 273 415 206 170 849
internal_value=0 -0.00326054 0.00581939 -0.00377495 0.0019488 0.00787136 0.0179768
internal_weight=0 0.00641481 0.00329611 0.00207006 0.00520346 0.00363543 0.00212514
internal_count=3121 2168 953 680 1425 1219 1019
is_linear=0
shrinkage=0.1


Tree=5293
num_leaves=9
num_cat=0
split_feature=48 48 1 12 52 13 0 0
split_gain=4.55715e-05 9.99103e-05 8.42723e-05 5.76584e-05 4.79453e-05 0.000127575 6.43525e-05 8.84833e-05
threshold=0.11951500000000001 0.093265000000000015 0.111945 0.051320000000000005 0.10160000000000001 -0.094514999999999988 -0.22491999999999998 -0.077999999999999986
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 -7 -8
right_child=-2 -3 3 -5 -6 6 7 -9
leaf_value=0.0004883602981239297 -0.00040060981168752672 0.00057452708099736715 0.00062959378027114155 -1.1264450452966807e-05 -0.00048761864098093954 0.00018573446709816414 -0.00070655272849536347 -4.7644167593168896e-05
leaf_weight=0.0012289842708001495 0.0010401879540833771 0.0011494193336260483 0.0010397829701501776 0.0011224005927401807 0.0012918010321327292 0.0010685715232002769 0.0015406964560840263 0.0015944556907820876
leaf_count=148 114 239 242 133 457 73 1178 537
internal_value=0 3.05469e-05 -3.98124e-05 0.000296921 -0.000148085 -6.73499e-05 -0.000229815 -0.000371449
internal_weight=0 0.0100361 0.00888669 0.00216218 0.00672451 0.00543271 0.00420372 0.00313515
internal_count=3121 3007 2768 375 2393 1936 1788 1715
is_linear=0
shrinkage=0.00196078


Tree=5294
num_leaves=10
num_cat=0
split_feature=147 48 48 51 1 1 3 15 0
split_gain=0.000108156 9.63167e-05 0.000109494 8.38977e-05 6.19408e-05 9.73235e-05 4.46484e-05 5.81645e-05 6.98331e-06
threshold=1.0000000180025095e-35 0.11951500000000001 0.093265000000000015 0.086310000000000012 0.111945 0.091900000000000023 -0.055119999999999995 0.040760000000000005 -0.063634999999999983
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=-0.00045339948687312385 0.00059439374379930321 -0.00063908602375341501 0.00054946045762922823 -0.00059974588618741549 0.00031069464275506551 -0.00060453143664727731 0.0003548270208118788 0.00016209205530965417 0.00012344751456347478
leaf_weight=0.0012312649543562816 0.0010410964053814654 0.0010252639889024142 0.0011914792505971971 0.0010658151874519076 0.0017515416273062977 0.0012082620171221144 0.0010049573218355603 0.00113394349325306 0.0010010508371836621
leaf_count=608 183 107 237 323 281 357 120 838 67
internal_value=0 -6.78664e-05 -6.78677e-06 -8.57162e-05 -1.09843e-05 -0.000111968 2.41836e-05 -0.000158317 0.000239363
internal_weight=0 0.0106136 0.00958831 0.00839684 0.00733102 0.00557948 0.00437122 0.00236521 0.00200601
internal_count=3121 2938 2831 2594 2271 1990 1633 1446 187
is_linear=0
shrinkage=0.00196078


Tree=5295
num_leaves=7
num_cat=0
split_feature=4 40 47 3 2 16
split_gain=1.70812e-05 3.26765e-05 6.64429e-05 4.90286e-05 6.54835e-05 5.43159e-05
threshold=0.27044500000000005 -0.064864999999999992 0.092165000000000011 0.10732000000000001 0.092365000000000017 -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=-0.018110042451199109 0.0091701915944052831 0.011486229849523528 0.019928110759924449 0.013292605779497863 -0.027877782641121854 -0.01518861456173703
leaf_weight=0.0010955235409084232 0.0016300190674825429 0.0015937160301699455 0.0014025742885651659 0.0012238907190063597 0.0013287784067415194 0.001465089590880898
leaf_count=194 365 699 270 107 697 789
internal_value=0 -0.00204831 0.000460371 -0.00440554 -0.00934234 -0.00129034
internal_weight=0 0.00810957 0.00701405 0.00561147 0.00438758 0.00305881
internal_count=3121 2756 2562 2292 2185 1488
is_linear=0
shrinkage=0.1


Tree=5296
num_leaves=7
num_cat=0
split_feature=50 160 43 43 48 16
split_gain=1.92769e-05 3.63526e-05 4.0622e-05 4.6823e-05 4.83823e-05 7.87794e-05
threshold=0.088425000000000017 -0.027994999999999996 -0.14968999999999996 -0.00045499999999999995 0.085875000000000021 -0.056919999999999991
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=0.014456243137214126 -0.012773224273343346 0.012670615014753068 -0.022543089348575653 0.023787337747529811 -0.014731441805377388 -0.011211859409112021
leaf_weight=0.0017139515522642682 0.0010765562412051758 0.0015135102908827528 0.0012835596664284689 0.0013965840989139233 0.0015362724834166908 0.0011920797408110514
leaf_count=629 560 195 988 358 164 227
internal_value=0 0.00141769 -0.00181078 -0.00586324 -0.000672961 0.00767021
internal_weight=0 0.00863596 0.00692201 0.0054085 0.00412494 0.00258866
internal_count=3121 2561 1932 1737 749 585
is_linear=0
shrinkage=0.1


Tree=5297
num_leaves=8
num_cat=0
split_feature=133 16 52 12 0 4 48
split_gain=3.71846e-05 5.36417e-05 9.53915e-05 7.58556e-05 8.51443e-05 6.94822e-05 6.09952e-05
threshold=0.099660000000000012 0.013515000000000001 -0.24456499999999998 0.088365000000000013 -0.084269999999999984 -0.10429499999999998 0.016865000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 6 -4 -1
right_child=-2 2 5 -5 -6 -7 -8
leaf_value=-0.00033833054469045292 -0.00035997535846395205 -0.00027123922140553035 0.00013449573305064305 -0.00041735181503259816 0.00056476354654775164 0.00080552734981997214 0.00016409481149904504
leaf_weight=0.0017905376428765582 0.0010138967729044828 0.0010088327134148566 0.001269493652776382 0.0017620763687314365 0.0010080641980829285 0.0011137382443577029 0.0019307128421209103
leaf_count=662 483 317 137 699 355 206 262
internal_value=0 3.43191e-05 0.00023415 -7.01023e-05 5.9278e-05 0.000448084 -7.7655e-05
internal_weight=0 0.00988346 0.00339206 0.00649139 0.00472931 0.00238323 0.00372125
internal_count=3121 2638 660 1978 1279 343 924
is_linear=0
shrinkage=0.00196078


Tree=5298
num_leaves=8
num_cat=0
split_feature=0 15 12 4 47 16 12
split_gain=1.78037e-05 4.32835e-05 3.63579e-05 4.10375e-05 6.06168e-05 3.62416e-05 3.06291e-05
threshold=-0.061629999999999997 -1.0000000180025095e-35 0.090995000000000006 -0.04890499999999999 0.087235000000000021 -0.070454999999999976 0.09141500000000001
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=-0.017261614667619381 0.022225899812850104 -0.0150757380003924 -0.017376770072385663 0.003096755542084122 -0.013933020685318509 0.026049959935910527 0.0082593420292021349
leaf_weight=0.0010021776261581929 0.0010810527140686409 0.0010091167451987213 0.0014164182186204091 0.0015344996231069913 0.00114716901900285 0.0012468231072220019 0.0012709033673343421
leaf_count=662 267 158 806 405 178 486 159
internal_value=0 0.00574549 -0.00325564 0.000800891 0.00540873 0.0133863 -0.00206856
internal_weight=0 0.00336107 0.00634709 0.00493067 0.00392849 0.00278132 0.00228002
internal_count=3121 584 2537 1731 1069 891 317
is_linear=0
shrinkage=0.1


Tree=5299
num_leaves=9
num_cat=0
split_feature=48 3 150 3 12 48 52 3
split_gain=3.96764e-05 4.06807e-05 7.43411e-05 6.93044e-05 0.000128628 0.000160912 6.5588e-05 4.66867e-05
threshold=-0.015314999999999997 0.13524500000000003 0.087170000000000011 0.099930000000000005 0.09334000000000002 0.083985000000000018 0.070205000000000017 -0.075944999999999985
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=0.00036688994768682627 -0.0004698854538026276 0.00025152460759040815 -0.00056593541666006522 -0.00045854505493027147 -0.00040886769090049864 0.00088803010978981823 0.00039821416986655814 0.00010383180331834555
leaf_weight=0.0010049800642223288 0.0010760610244206063 0.0015338940239136333 0.0011201554095725029 0.0011771367590452941 0.001634180946694608 0.0010922441845972993 0.0011580309793831674 0.0011056476878323032
leaf_count=189 599 169 225 76 746 276 622 219
internal_value=0 -4.20104e-05 -9.5846e-05 -2.3148e-05 6.13406e-05 0.000234718 2.10556e-05 -0.000179137
internal_weight=0 0.00989735 0.00836346 0.0072433 0.00606616 0.00443198 0.00333974 0.00218171
internal_count=3121 2932 2763 2538 2462 1716 1440 818
is_linear=0
shrinkage=0.00196078


Tree=5300
num_leaves=9
num_cat=0
split_feature=48 48 51 0 42 3 1 13
split_gain=3.8388e-05 8.64909e-05 7.96035e-05 9.67183e-05 5.39289e-05 5.11995e-05 7.97896e-05 0.000120766
threshold=0.11951500000000001 0.093265000000000015 0.085720000000000005 -0.17169499999999996 0.086325000000000013 0.076840000000000006 0.095025000000000012 -0.0034749999999999994
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=0.0005668185287609072 -0.00036585327043608918 0.00054286950705820204 -0.00055591538377554935 0.00042303454038119517 -0.00035139995525144274 -0.00022732637298463054 0.0006420100739480051 -0.00050473647638224657
leaf_weight=0.0011126435221090166 0.0010395284150164592 0.0011219110360082335 0.0010004610065050589 0.0011296258094704377 0.0017662878895166783 0.0016935247060167243 0.0010351186484161513 0.0010324032133939907
leaf_count=110 114 239 330 661 900 162 244 361
internal_value=0 3.02494e-05 -3.53276e-05 3.17064e-05 -5.77321e-05 4.83273e-05 0.000194341 -1.99909e-05
internal_weight=0 0.00989198 0.00877006 0.0077696 0.00665696 0.00489067 0.00319715 0.00216203
internal_count=3121 3007 2768 2438 2328 1428 1266 1022
is_linear=0
shrinkage=0.00196078


Tree=5301
num_leaves=8
num_cat=0
split_feature=48 48 51 1 42 4 4
split_gain=5.36166e-05 0.000153604 9.38397e-05 6.81608e-05 5.77772e-05 9.02888e-05 8.26029e-05
threshold=0.11951500000000001 0.093265000000000015 0.086310000000000012 0.111945 0.086325000000000013 -1.0000000180025095e-35 -0.084369999999999987
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=-7.0811907205844596e-05 -0.00042083169664572883 0.00070696745939650323 -0.00059604342921801647 0.00034533515669312131 -0.00045240780691286562 -0.0003598879826367236 0.00056203631398489865
leaf_weight=0.0017867038979957027 0.0010777672124996371 0.0011718738925500126 0.0010586632347846991 0.0019373086665142314 0.001251744352689258 0.0016013187684280833 0.0014257320386955735
leaf_count=413 114 239 325 328 776 322 604
internal_value=0 3.89596e-05 -4.74304e-05 2.51436e-05 -7.71249e-05 2.04618e-05 0.000210057
internal_weight=0 0.0102333 0.00906147 0.00800281 0.0060655 0.00481375 0.00321244
internal_count=3121 3007 2768 2443 2115 1339 1017
is_linear=0
shrinkage=0.00196078


Tree=5302
num_leaves=7
num_cat=0
split_feature=52 52 52 12 43 16
split_gain=1.79422e-05 5.09724e-05 4.29046e-05 4.18556e-05 5.54963e-05 7.06797e-05
threshold=-0.24456499999999998 -0.081429999999999989 -0.0064899999999999992 0.09334000000000002 -0.0037449999999999996 -0.36241499999999999
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6
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leaf_value=-0.012718649063239832 0.018739945750297995 -0.018284439896222932 -0.0086548989348846483 -0.011242618497279061 -0.0029474478342449936 0.029456124150567475
leaf_weight=0.0010148528226753958 0.0014100873455090597 0.0013281993581810174 0.0014702934553221694 0.0017875852497438744 0.0011872077003267163 0.0015546032629598526
leaf_count=364 407 438 828 545 175 364
internal_value=0 0.00132875 -0.00202165 0.00157858 0.0070198 0.0154253
internal_weight=0 0.00873798 0.00732789 0.00599969 0.0042121 0.00274181
internal_count=3121 2757 2350 1912 1367 539
is_linear=0
shrinkage=0.1


Tree=5303
num_leaves=8
num_cat=0
split_feature=52 13 47 16 150 0 0
split_gain=1.76781e-05 4.16247e-05 4.26634e-05 8.53723e-05 4.8279e-05 4.88344e-05 6.40959e-05
threshold=0.11434500000000002 -0.23438999999999996 0.10904500000000002 -0.29154999999999992 0.087170000000000011 -0.11013499999999998 -0.077999999999999986
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=0.020093073270560067 -0.010988090886286821 0.02716420389262731 -0.019952385968562331 0.018554891177365244 -0.023015606059067231 -0.025213552798420052 0.0052600643003028963
leaf_weight=0.0010589304075710477 0.0012967219959684516 0.0011089472209134827 0.0010331837992015496 0.0011829815053622495 0.0010104928491287898 0.0010614202398940478 0.0019735651506637779
leaf_count=137 501 225 129 176 192 1082 679
internal_value=0 0.00155385 -0.00110967 0.00196225 -0.00338304 0.0013203 -0.00539742
internal_weight=0 0.00842952 0.00737059 0.00633741 0.00522846 0.00421797 0.00303499
internal_count=3121 2620 2483 2354 2129 1937 1761
is_linear=0
shrinkage=0.1


Tree=5304
num_leaves=8
num_cat=0
split_feature=48 11 13 1 49 12 15
split_gain=3.71744e-05 4.53314e-05 7.28205e-05 8.51263e-05 5.17318e-05 9.05639e-05 7.94665e-05
threshold=-0.024949999999999996 1.0000000180025095e-35 -0.076384999999999995 0.08844500000000001 -0.009244999999999998 0.051320000000000005 -0.036009999999999993
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 6 -6
right_child=1 -3 4 -5 5 -7 -8
leaf_value=0.00035277882727322084 -1.4858580650226183e-05 -0.00041891630956037649 -0.00044773708008166799 0.00066441556275367278 -0.00011318595842323118 -0.00040742699231997718 0.00052438794559089212
leaf_weight=0.0010110753392915768 0.0017791589755246804 0.0010914870886565937 0.001414868890390701 0.0011795702427445211 0.0016466171873732506 0.0015298906301363731 0.0013827406208562713
leaf_count=186 763 230 162 370 225 1050 135
internal_value=0 -4.17027e-05 4.38826e-06 0.000255951 -0.0001202 -1.85557e-05 0.000177833
internal_weight=0 0.0100243 0.00893285 0.00295873 0.00597412 0.00455925 0.00302936
internal_count=3121 2935 2705 1133 1572 1410 360
is_linear=0
shrinkage=0.00196078


Tree=5305
num_leaves=9
num_cat=0
split_feature=4 0 43 42 2 1 1 3
split_gain=4.79655e-05 7.28864e-05 5.65479e-05 7.6152e-05 6.90134e-05 0.000127948 0.000114668 6.26098e-05
threshold=-0.49405499999999997 0.051010000000000007 1.0000000180025095e-35 0.088060000000000013 0.084245000000000014 0.093575000000000019 0.096125000000000016 0.12178000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 -2 -7
right_child=1 -3 -4 -5 5 7 -8 -9
leaf_value=-0.00041551445223613159 0.0005676780926020049 0.00053344735756348126 -0.00045046916958063339 0.00041588283469656519 -0.00066754933425032699 0.00036043154786299215 -0.00026628373969236132 -0.00024535538051445236
leaf_weight=0.0010014395035480407 0.0014169068267721493 0.0010130677783559703 0.0010435214335889698 0.0016157632490832472 0.0015194173228082024 0.0012690344491831417 0.0011470337406993499 0.0013577091462300128
leaf_count=156 319 118 541 693 855 168 136 135
internal_value=0 3.38278e-05 -2.01937e-05 3.37348e-05 -5.82848e-05 -0.000214658 0.000194587 4.73129e-05
internal_weight=0 0.0103825 0.00936939 0.00832586 0.0067101 0.00414616 0.00256394 0.00262674
internal_count=3121 2965 2847 2306 1613 1158 455 303
is_linear=0
shrinkage=0.00196078


Tree=5306
num_leaves=7
num_cat=0
split_feature=16 1 150 16 16 13
split_gain=1.80436e-05 5.87663e-05 4.66073e-05 5.22896e-05 3.95659e-05 2.24012e-05
threshold=0.38525000000000004 0.077565000000000009 0.080470000000000014 -0.36241499999999999 -0.056919999999999991 -0.076599999999999988
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 4 -6 -7
leaf_value=-0.0056413657370310896 0.010346965037489015 -0.019416023278525273 0.019389627725655358 0.015032935510304685 -0.0067021225565564238 -0.025077039664341702
leaf_weight=0.0012065829044600701 0.0014103362806345112 0.0011985321765358862 0.0013979057345799685 0.0017978283076172277 0.0015679799890113747 0.0011662036192867076
leaf_count=711 311 212 295 388 404 800
internal_value=0 -0.00188358 0.00341348 -0.00147949 0.00490754 -0.0151938
internal_weight=0 0.00833503 0.00596225 0.00456434 0.00336581 0.00237279
internal_count=3121 2810 1299 1004 792 1511
is_linear=0
shrinkage=0.1


Tree=5307
num_leaves=9
num_cat=0
split_feature=147 159 2 12 15 0 12 48
split_gain=6.23066e-05 6.15041e-05 6.65469e-05 0.000104793 0.000103333 7.49794e-05 0.000101137 0.000134131
threshold=1.0000000180025095e-35 -1.0000000180025095e-35 0.088850000000000012 0.097575000000000009 -0.016799999999999995 -0.20211999999999997 0.092355000000000007 0.088965000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -4 7 -7
right_child=-2 2 5 -5 -6 6 -8 -9
leaf_value=-0.00050553050969386103 0.00045805680944423428 -0.00083420488390099543 -0.00027870167551344397 0.00033920148004195385 -6.6915945037802739e-05 0.00013770946793044216 -0.00018091265850315915 0.0010068335768786216
leaf_weight=0.0010363699450581321 0.0010089100124766196 0.0011986718538527584 0.0012977186495009571 0.001000101618779517 0.0015440501532679488 0.0018048935544555892 0.0013637239381426407 0.0010980097837474112
leaf_count=502 183 384 62 119 737 477 485 172
internal_value=0 -5.24257e-05 -1.97168e-06 -0.00020413 -0.00040225 0.000134009 0.000259537 0.000466452
internal_weight=0 0.0103435 0.00930717 0.00374282 0.00274272 0.00556435 0.00426663 0.0029029
internal_count=3121 2938 2436 1240 1121 1196 1134 649
is_linear=0
shrinkage=0.00196078


Tree=5308
num_leaves=9
num_cat=0
split_feature=159 15 49 457 43 12 13 4
split_gain=3.6909e-05 6.34203e-05 5.57854e-05 7.24831e-05 5.42344e-05 0.000105604 9.47795e-05 7.64337e-05
threshold=0.091005000000000016 -0.11713499999999999 -0.0060549999999999988 0.088350000000000026 -0.074359999999999996 0.088365000000000013 -0.0034749999999999994 -1.0000000180025095e-35
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=-0.00031294032683445912 -0.00035658752360639778 -0.00037934745370596899 0.00089137629306710057 0.0002703205028054223 0.0006927668282155474 -0.0004461041402851469 9.8679202050611764e-05 -4.7654383023346067e-05
leaf_weight=0.0017104112035513106 0.0010410644397805006 0.0016934544774935094 0.0010174515315409173 0.0010821912685909177 0.0010148263689987644 0.0010960952241615357 0.0013485042154908653 0.0011361221448378453
leaf_count=365 382 387 399 93 460 695 246 94
internal_value=0 3.11712e-05 0.000101334 -0.00012605 0.000213776 4.92523e-05 0.000439569 0.000301679
internal_weight=0 0.0100991 0.00838865 0.00277565 0.005613 0.00324704 0.00236596 0.00215095
internal_count=3121 2739 2374 480 1894 1249 645 554
is_linear=0
shrinkage=0.00196078


Tree=5309
num_leaves=8
num_cat=0
split_feature=43 43 16 48 15 4 16
split_gain=1.80186e-05 5.39426e-05 3.47788e-05 5.28066e-05 7.72165e-05 3.93691e-05 2.6886e-05
threshold=-0.04890499999999999 -0.092909999999999979 0.22339500000000004 0.085845000000000019 -0.10203999999999998 -0.059649999999999988 0.064860000000000015
decision_type=2 2 2 2 2 2 2
left_child=1 6 3 4 -2 -6 -1
right_child=2 -3 -4 -5 5 -7 -8
leaf_value=-0.014972881762871121 -0.016201995637840999 0.02120532790345429 -0.020224418356444517 -0.014148872589550422 0.0018984395141493774 0.027689401367471108 0.0070945897505014848
leaf_weight=0.0011205853730153941 0.0010000811929034869 0.0013615912108393335 0.0010222020977924571 0.0017548520499534284 0.0010232196761480838 0.0014039485850494853 0.0010883038203313312
leaf_count=344 207 990 220 246 714 279 121
internal_value=0 0.00554986 -0.00336684 -4.15802e-05 0.00718177 0.0168167 -0.0041004
internal_weight=0 0.00357048 0.0062043 0.0051821 0.00342725 0.00242717 0.00220889
internal_count=3121 1455 1666 1446 1200 993 465
is_linear=0
shrinkage=0.1


Tree=5310
num_leaves=8
num_cat=0
split_feature=4 42 49 160 15 12 13
split_gain=2.03434e-05 3.02065e-05 4.78513e-05 4.15265e-05 3.57667e-05 7.75744e-05 9.75474e-05
threshold=0.27287000000000006 0.091545000000000015 -0.00064499999999999985 0.079055000000000014 -0.037864999999999989 0.051320000000000005 -0.095304999999999987
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=-0.024432436608700259 0.01025375805167787 -0.018185967158652915 -0.0083427653770564367 0.0028685409344361189 0.031284537704402503 0.021187045617975655 -0.01962634398085341
leaf_weight=0.001213855731411305 0.0015889194572440103 0.0010228240182270885 0.0013180060654514551 0.0010298227551470084 0.0012286127339518368 0.0011422514049648212 0.0012017066315802797
leaf_count=332 352 578 591 174 155 82 857
internal_value=0 -0.00211446 0.00018968 -0.0119016 0.00573687 0.0109312 0.000262729
internal_weight=0 0.00815708 0.00713426 0.00224368 0.00489058 0.00357257 0.00234396
internal_count=3121 2769 2191 506 1685 1094 939
is_linear=0
shrinkage=0.1


Tree=5311
num_leaves=8
num_cat=0
split_feature=48 1 1 4 2 2 16
split_gain=1.93447e-05 7.01685e-05 5.11e-05 5.76515e-05 4.00389e-05 0.000127209 3.84253e-05
threshold=0.092475000000000016 0.11181500000000001 0.111945 -0.0016099999999999997 0.084245000000000014 0.096540000000000015 -0.094359999999999986
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -6 -5
right_child=1 -3 -4 6 5 -7 -8
leaf_value=0.016172247233741534 0.027078394651308249 -0.0099909790847385535 0.011885927389240259 -0.033490313103767239 -0.034149458598083229 0.011789529074296666 -0.0066228546248452511
leaf_weight=0.001133872123078306 0.0010221992559743822 0.0010203478648452529 0.0018894792040849966 0.0010708463355172649 0.0010000052381288853 0.0015174534413526532 0.001058465495450803
leaf_count=571 241 124 374 291 867 367 286
internal_value=0 0.00856051 -0.00239072 -0.00705724 0.000569021 -0.00645873 -0.0201347
internal_weight=0 0.00204255 0.00767012 0.00578064 0.00365133 0.00251746 0.00212931
internal_count=3121 365 2756 2382 1805 1234 577
is_linear=0
shrinkage=0.1


Tree=5312
num_leaves=9
num_cat=0
split_feature=15 15 159 40 47 0 1 12
split_gain=5.60705e-05 8.13412e-05 7.43911e-05 6.47066e-05 0.00011954 6.00643e-05 0.000105815 9.41578e-05
threshold=-0.24436499999999997 -0.11713499999999999 0.082585000000000006 -1.0000000180025095e-35 0.092165000000000011 -0.18901999999999997 0.090540000000000023 0.086700000000000013
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=0.00041075052914931094 -0.0005756858747266154 -0.00035985605890107025 -0.00049279512008620224 0.00033796912967310388 0.00061320397356727301 -0.00036127425021751898 -0.00059078119506497022 0.00035287395181795396
leaf_weight=0.0010933105764926307 0.0010426767365781199 0.001205285307317951 0.0010455362052224576 0.0015046862789515119 0.0015541725366600969 0.0011414615707491746 0.0012755277965041485 0.0018769902518426735
leaf_count=253 231 177 350 94 152 521 375 968
internal_value=0 -5.55359e-05 9.37183e-07 6.12559e-05 0.000130285 8.51915e-07 -0.00011728 8.28108e-05
internal_weight=0 0.0106463 0.00960366 0.00855812 0.00735284 0.00579867 0.00429398 0.00301845
internal_count=3121 2868 2637 2287 2110 1958 1864 1489
is_linear=0
shrinkage=0.00196078


Tree=5313
num_leaves=9
num_cat=0
split_feature=15 4 0 16 13 0 3 1
split_gain=4.48502e-05 6.3934e-05 9.29044e-05 8.12375e-05 7.25227e-05 5.59298e-05 6.93867e-05 0.000109173
threshold=0.091650000000000023 -0.49405499999999997 -0.077999999999999986 0.22339500000000004 -0.00051499999999999994 -0.10151999999999999 0.12178000000000001 0.094385000000000011
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=-0.00044137280166124432 -0.00038532828847694377 -0.0002069130987497169 0.00094083434834509126 -4.6765882728206351e-05 0.00022161490303756101 -0.00045629545517120661 -0.0003904136747960477 0.0004670111987162091
leaf_weight=0.0010028885473132238 0.0011067941740095589 0.0017202864629022076 0.0010420022354594586 0.001333531775057053 0.0011166920734373368 0.0011536742406348293 0.0011811450423264355 0.0019970043410493373
leaf_count=145 497 241 280 250 148 1258 123 179
internal_value=0 2.95753e-05 7.90611e-05 0.000333731 0.000568782 -6.789e-05 2.35868e-05 0.000155133
internal_weight=0 0.0105472 0.00954434 0.00349223 0.00215869 0.00605211 0.00489844 0.00371729
internal_count=3121 2624 2479 678 428 1801 543 420
is_linear=0
shrinkage=0.00196078


Tree=5314
num_leaves=9
num_cat=0
split_feature=4 15 4 1 42 2 0 150
split_gain=3.47947e-05 6.44308e-05 4.99995e-05 4.35101e-05 5.02391e-05 5.116e-05 0.000138718 8.16381e-05
threshold=0.24564500000000003 -0.15026499999999995 0.098655000000000007 0.11669000000000002 0.086665000000000006 0.084245000000000014 0.041630000000000007 0.081835000000000019
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=0.00030603002920996257 0.00049145718358548139 -0.000140681389411516 -0.00047489692272908567 0.00036590510775536466 -0.0004625841223847449 -0.00077680580750416324 0.00034722780951723469 -4.0944905140689694e-05
leaf_weight=0.0015396509138256016 0.001317956700463353 0.0011704305931889499 0.0010282205642407503 0.001004627694332948 0.001061738621272906 0.0011881689781539999 0.0015005896545945419 0.0011317769220631942
leaf_count=398 266 160 121 151 866 863 150 146
internal_value=0 0.000194126 -6.96571e-05 -1.35509e-05 -7.29119e-05 4.27388e-06 -0.000117332 -0.000417819
internal_weight=0 0.00248839 0.00845477 0.00742655 0.00642193 0.00536019 0.00382054 0.00231995
internal_count=3121 426 2695 2574 2423 1557 1159 1009
is_linear=0
shrinkage=0.00196078


Tree=5315
num_leaves=8
num_cat=0
split_feature=159 15 133 0 0 1 0
split_gain=1.91275e-05 3.86086e-05 4.5787e-05 6.36507e-05 0.00012642 6.31155e-05 5.97664e-05
threshold=-1.0000000180025095e-35 -0.15026499999999995 -0.0061299999999999992 -0.15350499999999997 -0.053834999999999994 0.095285000000000022 0.10455500000000001
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=-0.013153171332262979 0.018840451515007153 -0.021037097214653081 -0.016055640204717156 0.0078234404892425276 -0.027227408049785008 0.037920524204167048 0.0050249183212661593
leaf_weight=0.0010076171664936103 0.0011081435922914631 0.0010039024106657732 0.0015251271778160547 0.0015387672082137092 0.0010840915416723482 0.0012733501990096242 0.0012224448394493525
leaf_count=509 321 675 132 926 216 213 129
internal_value=0 0.00139588 -0.00113183 0.00187594 0.00721874 0.0214517 -0.0101339
internal_weight=0 0.00875583 0.00764768 0.00664378 0.00511865 0.00281212 0.00230654
internal_count=3121 2612 2291 1616 1484 1139 345
is_linear=0
shrinkage=0.1


Tree=5316
num_leaves=7
num_cat=0
split_feature=457 1 42 49 43 2
split_gain=2.25164e-05 4.15314e-05 4.46694e-05 9.63481e-05 2.85944e-05 4.27325e-05
threshold=0.088350000000000026 0.12811000000000003 0.091545000000000015 -0.00064499999999999985 -0.084004999999999982 0.098260000000000014
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=-0.024652180874468098 0.013716574489411663 0.014966008575049095 -0.02424484637459344 0.01720578286078104 -0.0098458740866653946 0.011961869323328836
leaf_weight=0.0014087279941596038 0.0010527794913207664 0.0012661995999579635 0.0010038441104821029 0.0013799291823789759 0.0019345337728163231 0.0016778615969903891
leaf_count=418 158 243 599 385 991 327
internal_value=0 -0.00177029 -0.00463211 -0.00155635 0.0049608 0.000283243
internal_weight=0 0.0086711 0.0074049 0.00640105 0.00499232 0.0036124
internal_count=3121 2963 2720 2121 1703 1318
is_linear=0
shrinkage=0.1


Tree=5317
num_leaves=9
num_cat=0
split_feature=14 15 15 48 15 3 52 4
split_gain=3.91928e-05 6.14412e-05 3.69372e-05 3.92349e-05 7.14543e-05 0.000125168 4.34318e-05 4.32035e-05
threshold=-1.0000000180025095e-35 -0.10653 -0.092489999999999989 0.088965000000000002 -0.016799999999999995 0.10542000000000001 -1.0000000180025095e-35 -0.083854999999999985
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=-0.0003641368471297859 0.00039963103108317928 -0.00036284772076961274 -0.00051736856633433569 0.00032935036749627642 -0.00047605392876295336 0.00060273291646159154 0.00023289001028617363 -0.00027121076779767085
leaf_weight=0.0010554081191601348 0.0014935881825050784 0.0011242464054662428 0.0010304242271302905 0.0012880343985645385 0.0010050191745520718 0.0011923699298481277 0.0014334736296525465 0.0012015335670499437
leaf_count=161 388 193 560 220 422 70 334 773
internal_value=0 3.36043e-05 -3.24606e-05 1.94824e-05 -4.85942e-05 5.13638e-05 -0.000129249 3.02574e-06
internal_weight=0 0.00976869 0.0082751 0.00715085 0.00586282 0.0048324 0.00364003 0.00263501
internal_count=3121 2960 2572 2379 2159 1599 1529 1107
is_linear=0
shrinkage=0.00196078


Tree=5318
num_leaves=8
num_cat=0
split_feature=133 0 4 151 15 15 16
split_gain=4.88046e-05 4.42209e-05 3.6221e-05 6.46695e-05 6.24533e-05 0.000122527 5.6014e-05
threshold=0.099660000000000012 -1.0000000180025095e-35 0.27044500000000005 -0.024429999999999997 -0.016799999999999995 0.035560000000000008 -0.072359999999999994
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=0.00029233691154959132 -0.00041360819846483207 0.00031961360662550846 0.00022609517328946537 -0.00013719835975112171 0.00052272682697526794 -0.0003393055647868208 -0.00071740684518315531
leaf_weight=0.0013324935473728343 0.0010336819808072989 0.0017236395447500765 0.0017336898033987642 0.0013657136948008485 0.0010911815467982472 0.0015128321417257004 0.0012034081057926949
leaf_count=406 483 292 274 297 114 817 438
internal_value=0 3.40045e-05 -2.57441e-05 -9.28569e-05 -0.000192075 2.1919e-05 -0.000408975
internal_weight=0 0.00996296 0.00823932 0.00650563 0.00517314 0.00260401 0.00256912
internal_count=3121 2638 2346 2072 1666 931 735
is_linear=0
shrinkage=0.00196078


Tree=5319
num_leaves=8
num_cat=0
split_feature=14 15 131 13 16 160 43
split_gain=4.30304e-05 6.81892e-05 3.98904e-05 5.6667e-05 8.07384e-05 9.02832e-05 5.42484e-05
threshold=-1.0000000180025095e-35 -0.10653 0.078765000000000016 -0.095304999999999987 -0.084119999999999986 -0.064219999999999985 -0.084004999999999982
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=-0.00037869019796333252 0.00042194650777514786 0.0003198313068888311 -0.00039559680859017578 -0.00041611318784824333 0.00058083862740242794 0.00016590479065513354 -0.00040388341169434388
leaf_weight=0.0010715854598248231 0.0014860219413155408 0.0017890014721649011 0.0010285909923230972 0.0018434729659584969 0.0010243888147130967 0.0013392189714974462 0.0012347060522001597
leaf_count=161 388 203 423 543 366 281 756
internal_value=0 3.52689e-05 -3.43018e-05 1.70929e-05 -8.24331e-05 8.85165e-05 -0.000107421
internal_weight=0 0.0097454 0.00825938 0.00723079 0.00544179 0.00359831 0.00257393
internal_count=3121 2960 2572 2149 1946 1403 1037
is_linear=0
shrinkage=0.00196078


Tree=5320
num_leaves=8
num_cat=0
split_feature=484 4 156 42 43 2 15
split_gain=0.000240246 7.59545e-05 6.93921e-05 7.77238e-05 0.000169744 0.000108283 0.000124624
threshold=-1.0000000180025095e-35 0.27044500000000005 0.084085000000000007 -1.0000000180025095e-35 -0.074359999999999996 0.089885000000000007 -0.0040799999999999994
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=-0.00092722585021979794 -0.00031892568856659574 0.00043503261384473407 -0.00047521123060292544 0.00062937119017079999 -0.00049299385776490408 0.00060104387149425469 -0.00018788568687376584
leaf_weight=0.0010195369443983726 0.0016890707208622614 0.0018078439511325381 0.0010647285638424311 0.0020005503645053133 0.0014735782233935889 0.0013502610935121539 0.0017907755116604463
leaf_count=515 699 346 351 440 415 142 213
internal_value=0 6.70622e-05 -3.94176e-06 5.64821e-05 0.000152336 -5.44704e-05 0.000151257
internal_weight=0 0.0111768 0.00936896 0.00830424 0.00661517 0.00461461 0.00314104
internal_count=3121 2606 2260 1909 1210 770 355
is_linear=0
shrinkage=0.00196078


Tree=5321
num_leaves=9
num_cat=0
split_feature=484 42 43 3 133 16 48 2
split_gain=0.000194637 7.68867e-05 9.5118e-05 0.000125083 0.000105508 0.000111457 0.000148211 5.75949e-05
threshold=-1.0000000180025095e-35 -0.095859999999999987 -0.074359999999999996 -0.084074999999999997 -0.0061299999999999992 0.22339500000000004 0.086260000000000017 0.10774000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 6 7 -6
right_child=1 2 4 -5 5 -7 -8 -9
leaf_value=-0.00083898598615779496 -0.00043663016892628336 6.4912581146561081e-05 -0.00058747786420394819 0.00087764154211405771 0.0006985894145961841 -0.00048652670618716857 -0.00021460852940475883 0.00011707833133943854
leaf_weight=0.0010086272467222683 0.0010741519568300125 0.0017252662343295166 0.0010377666529862275 0.0012596106409301538 0.0018872278829952876 0.001049766939508842 0.001844353757368176 0.0010027673277899136
leaf_count=515 210 348 655 482 424 176 158 153
internal_value=0 6.13967e-05 0.000115946 0.000407882 -1.17884e-05 9.14999e-05 0.000219668 0.000496817
internal_weight=0 0.0108809 0.00980676 0.00298488 0.00682188 0.00578412 0.00473435 0.00289
internal_count=3121 2606 2396 830 1566 911 735 577
is_linear=0
shrinkage=0.00196078


Tree=5322
num_leaves=8
num_cat=0
split_feature=133 0 14 15 42 16 4
split_gain=3.52529e-05 5.44707e-05 4.26807e-05 8.28828e-05 6.03185e-05 8.35261e-05 0.00010946
threshold=0.099660000000000012 1.0000000180025095e-35 -1.0000000180025095e-35 -0.10653 0.090470000000000009 -0.094359999999999986 0.0061450000000000003
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=-0.00041448875271552947 -0.00034779942933954724 0.00034676940482242246 0.00043480642078329583 -0.00060727120119634154 0.00034570809966905813 -0.00033768519890909222 0.00035330181534484826
leaf_weight=0.0010003005144530929 0.0010400115071636596 0.0017412896210622425 0.0014629790858976931 0.0012828225076711194 0.0010228384848891617 0.0019391259490277842 0.0016158726849923454
leaf_count=128 483 292 310 277 361 1140 130
internal_value=0 3.13937e-05 -3.458e-05 1.73099e-05 -8.69085e-05 -0.000178375 -2.36071e-05
internal_weight=0 0.0100652 0.00832394 0.00732364 0.00586066 0.00483782 0.003555
internal_count=3121 2638 2346 2218 1908 1547 1270
is_linear=0
shrinkage=0.00196078


Tree=5323
num_leaves=9
num_cat=0
split_feature=49 42 3 12 1 0 4 4
split_gain=2.34925e-05 3.86584e-05 4.37974e-05 6.15107e-05 6.6118e-05 4.49363e-05 3.33878e-05 3.15665e-05
threshold=-0.043469999999999995 0.091545000000000015 0.10893000000000001 0.084100000000000022 0.08844500000000001 -0.084044999999999995 0.056795000000000005 0.0052350000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=7 2 3 5 -5 -2 -4 -1
right_child=1 -3 6 4 -6 -7 -8 -9
leaf_value=-0.0031519671440398754 0.0036145484183903371 -0.020613190222071351 0.00097459646246146462 -0.022165437486091122 0.011856792842025335 0.032672149562512506 -0.024245240026912952 0.020333282126807618
leaf_weight=0.0011291606912896424 0.0010791067976499203 0.0010502846799996636 0.0010340949141838252 0.0011783772845462351 0.0011085854810070645 0.0010501039348651399 0.001066120017929887 0.0011605304609029485
leaf_count=261 306 614 78 1073 317 193 115 164
internal_value=0 -0.0028091 6.04854e-05 0.00571415 -0.00567345 0.0179454 -0.0118276 0.00875154
internal_weight=0 0.00756667 0.00651639 0.00441617 0.00228696 0.00212921 0.00210021 0.00228969
internal_count=3121 2696 2082 1889 1390 499 193 425
is_linear=0
shrinkage=0.1


Tree=5324
num_leaves=8
num_cat=0
split_feature=42 43 0 16 48 12 0
split_gain=2.69113e-05 4.85641e-05 8.36784e-05 5.21921e-05 5.04368e-05 3.43693e-05 1.84084e-05
threshold=-1.0000000180025095e-35 -0.074359999999999996 -0.067094999999999988 0.15891500000000003 0.086035000000000014 0.086700000000000013 -0.15202999999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -3
right_child=1 3 -4 -5 -6 -7 -8
leaf_value=-0.012131904770912152 -0.0031221536300705252 0.011291208751241478 0.035924793381146972 -0.022362453591659691 -0.011677777594562394 0.023495882988599254 -0.0075324910171182397
leaf_weight=0.0015655491324155302 0.0011919169628240539 0.0010259021012596903 0.0010172248684279738 0.0010825208981984887 0.0017690807229392242 0.0011190021231935396 0.001052537178624499
leaf_count=862 720 119 183 224 212 464 337
internal_value=0 0.0021679 0.0148575 -0.0024664 0.00187021 0.00936605 0.00175875
internal_weight=0 0.00825818 0.00220914 0.00604904 0.00496652 0.00319744 0.00207844
internal_count=3121 2259 903 1356 1132 920 456
is_linear=0
shrinkage=0.1


Tree=5325
num_leaves=6
num_cat=0
split_feature=42 49 52 3 1
split_gain=2.18473e-05 4.279e-05 4.20153e-05 7.35269e-05 0.000104775
threshold=-1.0000000180025095e-35 -0.047584999999999995 0.070205000000000017 -0.078934999999999991 0.11061500000000002
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.010934872833631962 0.014910052916003141 -0.026730579315610445 0.01003332591106937 0.015802772362911867 -0.023281912481838238
leaf_weight=0.0015633591987314647 0.0019478229652349528 0.0013690102054601046 0.0019726817059500133 0.0018515426934746179 0.001089433998787321
leaf_count=862 360 685 620 390 204
internal_value=0 0.00196047 -0.0020543 -0.00758681 0.00132453
internal_weight=0 0.00823049 0.00628267 0.00430999 0.00294098
internal_count=3121 2259 1899 1279 594
is_linear=0
shrinkage=0.1


Tree=5326
num_leaves=9
num_cat=0
split_feature=42 40 42 43 160 2 0 4
split_gain=5.34907e-05 8.47921e-05 7.56919e-05 8.28828e-05 6.11858e-05 6.76362e-05 0.000130462 9.0969e-05
threshold=-0.095859999999999987 -0.013874999999999998 0.091735000000000025 -0.084004999999999982 -1.0000000180025095e-35 0.098260000000000014 -0.20211999999999997 0.0061450000000000003
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=-0.00043862132878218582 0.00051115028183208234 0.00045906471233869619 -0.00047953055752667878 -0.00039416536029103901 -0.00049908403332490946 -0.00021068251996108072 0.00072776057464421149 0.00024923765178380957
leaf_weight=0.0010014351998770864 0.0012671116360343073 0.0014794610920300802 0.0012444734051742729 0.0015558278118227757 0.001411475988822223 0.0010530053268844042 0.0012404979809933184 0.001120271094794424
leaf_count=241 295 441 548 508 591 66 305 126
internal_value=0 3.59175e-05 -3.02189e-05 4.09157e-05 -5.60327e-05 5.2993e-05 0.000296898 -0.00016796
internal_weight=0 0.0103721 0.00910501 0.00786054 0.00638108 0.00482525 0.0022935 0.00253175
internal_count=3121 2880 2585 2037 1596 1088 371 717
is_linear=0
shrinkage=0.00196078


Tree=5327
num_leaves=7
num_cat=0
split_feature=4 151 4 16 13 43
split_gain=2.08979e-05 3.35496e-05 5.18286e-05 4.67679e-05 3.78517e-05 1.79395e-05
threshold=0.27044500000000005 -0.024429999999999997 -0.0029599999999999995 -0.092484999999999984 -0.076384999999999995 -0.084794999999999995
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=0.012459985614466321 0.010154887226722593 0.015003794984849293 -0.028850342070522578 -0.0038706888110481945 0.0032800571397678213 -0.014594689137980208
leaf_weight=0.0013136016178485581 0.0016538563274446335 0.0015256348978578077 0.0013209707870829456 0.0017325204522086351 0.001155612895604921 0.0010920841950534694
leaf_count=451 365 614 277 342 275 797
internal_value=0 -0.00217518 -0.00499124 -0.0146771 0.00284686 -0.00540471
internal_weight=0 0.00814042 0.00682682 0.00305349 0.00377333 0.0022477
internal_count=3121 2756 2305 619 1686 1072
is_linear=0
shrinkage=0.1


Tree=5328
num_leaves=9
num_cat=0
split_feature=50 160 12 3 2 12 49 2
split_gain=4.70455e-05 5.97341e-05 4.22583e-05 7.34164e-05 8.96342e-05 7.46824e-05 9.85603e-05 4.89535e-05
threshold=0.088425000000000017 -0.085579999999999976 0.097825000000000009 0.12178000000000001 0.099185000000000009 0.084100000000000022 -0.00064499999999999985 0.080205000000000012
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=0.00048763215655969798 -0.00036390165615208023 -0.00044614637566900596 0.000545645795361449 -0.00054228580219210624 0.00035709411263097851 -0.00054643697155372709 0.00033552191096181377 -6.1431173973531736e-05
leaf_weight=0.0010264081044969254 0.0012501220881094158 0.0010229039026031315 0.0010010076635539259 0.0011293442857840952 0.0018721239765449559 0.0013098781332325535 0.0015752257241396172 0.0010425904683187533
leaf_count=385 560 143 73 130 391 889 244 306
internal_value=0 3.95959e-05 -1.17683e-05 -8.50297e-05 4.31071e-06 -0.00016469 2.7773e-05 0.000235931
internal_weight=0 0.00997948 0.00895307 0.00690948 0.00578013 0.00390801 0.00259813 0.0020436
internal_count=3121 2561 2176 1797 1667 1276 387 379
is_linear=0
shrinkage=0.00196078


Tree=5329
num_leaves=8
num_cat=0
split_feature=50 4 40 2 3 47 43
split_gain=2.12515e-05 3.60625e-05 4.53698e-05 5.91718e-05 0.000102187 7.14945e-05 7.30639e-05
threshold=0.088425000000000017 0.27834500000000006 -1.0000000180025095e-35 0.11215000000000001 0.092670000000000016 0.085270000000000026 -0.084004999999999982
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=-0.019625195220228549 -0.013175630753777996 0.016882719582727308 0.0092009764711493604 -0.018891231618777395 0.034556181511848853 0.022344807276147211 -0.02176919482703871
leaf_weight=0.0011254836391945159 0.0011014418506393913 0.0013066125975506543 0.0013677599353558831 0.0010988718502138372 0.0010471922258905031 0.0010330164408417796 0.0017192927231516903
leaf_count=224 560 315 392 234 101 220 1075
internal_value=0 0.00156801 -0.00113916 0.00218118 0.00666245 -0.000427259 -0.00804745
internal_weight=0 0.00869823 0.00739162 0.00626613 0.00516726 0.00412007 0.00308705
internal_count=3121 2561 2246 2022 1788 1687 1467
is_linear=0
shrinkage=0.1


Tree=5330
num_leaves=7
num_cat=0
split_feature=2 52 3 0 0 4
split_gain=1.83676e-05 0.00010745 6.7047e-05 6.47511e-05 5.74402e-05 4.14025e-05
threshold=0.10912000000000001 0.10160000000000001 0.090900000000000009 -0.084269999999999984 -0.053834999999999994 0.053925000000000008
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=-0.017004656332820698 0.018832646439515491 -0.032696318069675483 0.021395186877047691 0.022413224598060322 -0.0086575540898509683 -0.0048857404371100257
leaf_weight=0.0019976975417926699 0.0014171272629876566 0.0010296259496312514 0.0014025430872068485 0.0012318681593848663 0.0011508587299338179 0.0015311342210423112
leaf_count=933 294 458 140 750 219 327
internal_value=0 -0.00293294 0.00236626 -0.0037265 0.00740602 0.00651487
internal_weight=0 0.00681259 0.00578297 0.00438042 0.00238273 0.00294826
internal_count=3121 2500 2042 1902 969 621
is_linear=0
shrinkage=0.1


Tree=5331
num_leaves=8
num_cat=0
split_feature=4 0 1 15 15 16 0
split_gain=3.90741e-05 7.02347e-05 4.62678e-05 5.53229e-05 0.000119515 8.99942e-05 8.36857e-05
threshold=-0.49013999999999996 -1.0000000180025095e-35 0.077565000000000009 0.035560000000000008 -0.016799999999999995 -0.056919999999999991 -0.20211999999999997
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=-0.0003687870057037229 -0.00035329722612856875 0.00046809072294328342 -0.00018883068089158004 -0.00035418390831432745 0.00071649713178703373 -0.00039808502356977358 0.000433854405506277
leaf_weight=0.0010066895912825063 0.001397005493988141 0.0012651004887393623 0.0014526808233784048 0.0011664369876970108 0.001041309493348519 0.0015941982315820077 0.0019352610846619519
leaf_count=169 1551 173 99 367 132 296 334
internal_value=0 3.67713e-05 -2.67747e-05 3.66691e-05 0.000112357 -1.39128e-05 0.00016686
internal_weight=0 0.00985199 0.00858689 0.00718989 0.00602345 0.00498214 0.00338794
internal_count=3121 2952 2779 1228 861 729 433
is_linear=0
shrinkage=0.00196078


Tree=5332
num_leaves=9
num_cat=0
split_feature=42 43 16 0 4 42 0 2
split_gain=5.97998e-05 9.25183e-05 0.000114455 9.84685e-05 6.09458e-05 5.33051e-05 7.14771e-05 8.79921e-05
threshold=-0.095859999999999987 -0.17390999999999998 0.22339500000000004 -0.060129999999999996 -0.031404999999999995 0.088060000000000013 -0.13027499999999997 0.11215000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 -6
right_child=1 2 -4 -5 5 -7 -8 -9
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leaf_count=241 125 900 381 283 191 303 584 113
internal_value=0 4.2578e-05 -2.25544e-05 7.1605e-05 -3.76195e-05 5.26888e-05 -5.44023e-05 0.000100434
internal_weight=0 0.0102972 0.00917096 0.00774066 0.00622276 0.00511492 0.00397667 0.0029524
internal_count=3121 2880 2755 2374 2091 1191 888 304
is_linear=0
shrinkage=0.00196078


Tree=5333
num_leaves=10
num_cat=0
split_feature=48 15 42 1 2 3 16 4 1
split_gain=4.72848e-05 4.23055e-05 0.000198758 5.28361e-05 8.23304e-05 0.000156747 7.89518e-05 3.71968e-05 3.55293e-05
threshold=-0.024949999999999996 1.0000000180025095e-35 0.083995000000000014 1.0000000180025095e-35 1.0000000180025095e-35 0.086245000000000016 0.19444000000000003 0.0082450000000000006 0.11507500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 6 8 -6 -2 -7 -5
right_child=1 2 -4 4 5 7 -8 -9 -10
leaf_value=0.0003978158916547388 -0.00061191339038541958 -0.00089127598861891088 0.00031837632528662591 -0.00046475117634757902 0.00084434418108456501 0.00028489333007485822 0.00014487694087938742 -0.00020671562230391727 5.5519877651385786e-05
leaf_weight=0.0010027498276185326 0.0010999569512659241 0.0010628068046844275 0.0010267378475346252 0.001006782498246645 0.0012775555409699595 0.0010089678926329115 0.0010228208221143005 0.0014309431193965019 0.001011816012857631
leaf_count=186 615 590 576 251 331 124 188 114 146
internal_value=0 -4.89166e-05 -0.00029689 1.70157e-05 0.000114821 0.000287924 -0.000247268 -3.42229e-06 -0.000203967
internal_weight=0 0.00994839 0.00208954 0.00785884 0.00573607 0.00371747 0.00212278 0.00243991 0.0020186
internal_count=3121 2935 1166 1769 966 569 803 238 397
is_linear=0
shrinkage=0.00196078


Tree=5334
num_leaves=8
num_cat=0
split_feature=133 0 4 43 51 1 0
split_gain=3.62175e-05 4.84604e-05 3.88527e-05 4.80176e-05 8.89059e-05 4.58972e-05 6.23191e-05
threshold=0.099660000000000012 1.0000000180025095e-35 -0.059649999999999988 -0.079329999999999984 -0.0078149999999999973 0.094465000000000007 -0.20211999999999997
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 3 4 5 6 -8
leaf_value=-0.00042958778553180892 -0.00047238083241737429 0.00021399063927679166 -0.000367097762263208 0.00044088915014795155 -0.00044083313209964384 -0.00034761641163832198 0.00029776359748173308
leaf_weight=0.0015538592853558721 0.0010429411316225075 0.0016924315118795096 0.0017316399360128507 0.0013538539617332017 0.0013126791045848631 0.0010175892609595727 0.0013233012122692632
leaf_count=784 483 292 685 244 329 78 226
internal_value=0 -8.83803e-05 -0.000150089 -8.5643e-05 1.16881e-05 -0.000147355 1.72158e-05
internal_weight=0 0.00998535 0.00829292 0.00673906 0.00500742 0.00365357 0.00234089
internal_count=3121 2638 2346 1562 877 633 304
is_linear=0
shrinkage=0.00196078


Tree=5335
num_leaves=7
num_cat=0
split_feature=52 52 52 12 43 16
split_gain=1.94686e-05 4.3107e-05 3.68767e-05 3.94029e-05 4.91635e-05 5.58287e-05
threshold=-0.24456499999999998 -0.081429999999999989 -0.0064899999999999992 0.09334000000000002 -0.0037449999999999996 -0.36241499999999999
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6
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leaf_value=-0.013269494486435912 0.017343688520826787 -0.016749993048052175 -0.0078245266374199502 -0.01082577519687482 -0.001489735483175893 0.027184429031167575
leaf_weight=0.0010197402421228624 0.0014108029510008988 0.0013388069623003302 0.0014865245446133522 0.0017961489841801185 0.0012005267132339627 0.0015630722055772189
leaf_count=364 407 438 828 545 175 364
internal_value=0 0.00132678 -0.00173299 0.00159217 0.00684013 0.0147282
internal_weight=0 0.00879588 0.00738508 0.00604627 0.00425012 0.0027636
internal_count=3121 2757 2350 1912 1367 539
is_linear=0
shrinkage=0.1


Tree=5336
num_leaves=8
num_cat=0
split_feature=50 15 47 52 151 2 16
split_gain=1.99789e-05 3.41221e-05 3.78406e-05 6.35063e-05 6.65749e-05 4.19634e-05 5.10863e-05
threshold=0.088425000000000017 -0.15026499999999995 0.092530000000000015 -0.088204999999999992 -0.024429999999999997 0.10097500000000002 -0.079109999999999986
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=0.017903064691475398 -0.012869319601417954 -0.016569936150822803 -0.015522094394863737 0.030087589610266249 -0.0053261072975753707 -0.012710850364093255 0.023773992230368565
leaf_weight=0.0010993286799925528 0.0010996648655454818 0.0013632398105420801 0.0014428401463041389 0.0010540622562406794 0.0011867126519503964 0.0013195442211281425 0.0012270625123731549
leaf_count=326 560 491 202 262 565 241 474
internal_value=0 0.00143682 -0.000947054 0.00247202 0.00789435 0.00162833 0.00946717
internal_weight=0 0.00869279 0.00759346 0.00615062 0.00478738 0.00373332 0.00241378
internal_count=3121 2561 2235 2033 1542 1280 1039
is_linear=0
shrinkage=0.1


Tree=5337
num_leaves=7
num_cat=0
split_feature=1 16 52 3 0 15
split_gain=1.92208e-05 5.43721e-05 3.48395e-05 0.000112468 4.76323e-05 4.12819e-05
threshold=0.10937500000000001 -0.071854999999999988 0.10160000000000001 0.090900000000000009 -0.084269999999999984 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=-0.020056850851871491 0.019499739139124526 -0.0064543126736103136 -0.018194188954199268 0.025972918709872051 -0.010861815671620919 0.016730156053685896
leaf_weight=0.0017991770148281421 0.0015700816984891407 0.0016611728370172817 0.0012623020523774998 0.0012891281579785821 0.001170133045988508 0.0010105245087571589
leaf_count=935 305 243 493 138 478 529
internal_value=0 0.00615688 -0.00327249 0.000302348 -0.00801274 0.0019244
internal_weight=0 0.00323125 0.00653126 0.00526896 0.00397983 0.00218066
internal_count=3121 548 2573 2080 1942 1007
is_linear=0
shrinkage=0.1


Tree=5338
num_leaves=8
num_cat=0
split_feature=0 3 1 2 151 4 43
split_gain=2.16836e-05 5.25714e-05 4.21021e-05 5.40818e-05 7.15596e-05 3.789e-05 3.29405e-05
threshold=-0.061629999999999997 0.076840000000000006 0.083135000000000014 0.089775000000000008 -0.0083949999999999979 -0.27825499999999997 -0.0024749999999999993
decision_type=2 2 2 2 2 2 2
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right_child=1 -3 3 4 -6 -7 -8
leaf_value=-0.02104563935376973 -2.4869194977380739e-05 -0.012511768376317015 -0.00025549392734730412 -0.011190399845564032 0.020164865222694842 0.025702928843180047 -0.02524596347900316
leaf_weight=0.0011327696005269481 0.0010036693093077708 0.0010255319139911966 0.001109805240333979 0.0011546145185227161 0.001969268288496983 0.0013322527676171746 0.0010051742177699355
leaf_count=1506 153 125 413 152 250 306 216
internal_value=0 0.00636231 -0.00356433 0.00021556 0.00857568 0.0146485 -0.0121326
internal_weight=0 0.00336145 0.00637163 0.00523886 0.00312388 0.00233592 0.00211498
internal_count=3121 584 2537 1031 402 459 629
is_linear=0
shrinkage=0.1


Tree=5339
num_leaves=8
num_cat=0
split_feature=50 3 133 0 16 16 52
split_gain=1.95655e-05 3.27095e-05 4.31454e-05 8.03795e-05 9.92182e-05 5.83821e-05 7.8852e-05
threshold=0.088425000000000017 -0.12018999999999998 0.083950000000000011 -0.10607499999999999 0.19444000000000003 -0.27167499999999994 -0.069804999999999992
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=0.013431218391907385 -0.01273161738230958 -0.01453853922473413 0.013994401918852366 -0.043053870684357433 -0.00031273067394638849 -0.0049662913282270222 0.033439586859189796
leaf_weight=0.0018082105160023452 0.0010920884747694188 0.0010928611330093666 0.0013928801030542092 0.0010333302791166422 0.0011448795762047917 0.0010898860244401218 0.0010492284764987976
leaf_count=303 560 154 739 942 227 100 96
internal_value=0 0.00147673 -0.00170069 -0.00574147 -0.0205889 0.00426503 0.0138717
internal_weight=0 0.00861128 0.00680307 0.00541019 0.00217821 0.00323198 0.00213911
internal_count=3121 2561 2258 1519 1169 350 196
is_linear=0
shrinkage=0.1


Tree=5340
num_leaves=8
num_cat=0
split_feature=16 4 0 1 13 15 3
split_gain=1.82019e-05 5.41505e-05 6.95382e-05 3.30719e-05 5.02843e-05 4.27066e-05 5.18591e-05
threshold=0.38525000000000004 -0.35136499999999998 -0.061629999999999997 0.083135000000000014 -0.094514999999999988 -0.031204999999999997 0.097915000000000016
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=-0.02237228086279372 0.010429796677614893 -0.018644351854147714 0.023711140932385393 0.019071423910869259 0.012503980437512805 -0.021987347683891045 -0.016113734990968864
leaf_weight=0.001117251143949634 0.0014003919974634191 0.0011071108487542471 0.0011599457076240625 0.0011225270552396274 0.0016713944113424944 0.0010661257458412688 0.0010194458457220001
leaf_count=142 311 1433 266 184 327 382 76
internal_value=0 -0.00189916 0.00130149 -0.00304053 0.00049983 -0.00504909 0.00166194
internal_weight=0 0.0082638 0.00714655 0.0059866 0.00487949 0.00375697 0.00269084
internal_count=3121 2810 2668 2402 969 785 403
is_linear=0
shrinkage=0.1


Tree=5341
num_leaves=7
num_cat=0
split_feature=475 42 43 2 0 0
split_gain=1.78189e-05 4.20887e-05 6.26188e-05 4.7981e-05 4.26711e-05 4.70568e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 0.089885000000000007 -0.071924999999999989 -0.23001499999999997
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=-0.012538769815345513 -0.014296099267947837 0.019884341131308585 -0.016456309030104834 -0.0040632047139821771 -0.010561975848542932 0.023550069328576024
leaf_weight=0.0010289934000320125 0.0014276277665704858 0.0019339301290466184 0.0014752926768783138 0.0010490778817218169 0.0012199720144138062 0.0014989172475641964
leaf_count=501 809 662 561 75 238 275
internal_value=0 0.00138518 0.00450437 -0.0011684 0.00481736 0.0121809
internal_weight=0 0.00860482 0.00717719 0.00524326 0.00376797 0.002548
internal_count=3121 2620 1811 1149 588 350
is_linear=0
shrinkage=0.1


Tree=5342
num_leaves=8
num_cat=0
split_feature=11 3 133 1 0 3 16
split_gain=1.75375e-05 2.97368e-05 4.00204e-05 7.36577e-05 7.62069e-05 4.9898e-05 2.63458e-05
threshold=0.078065000000000009 -0.12018999999999998 0.083950000000000011 0.095285000000000022 -0.13455999999999999 0.083060000000000009 -0.061854999999999993
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5 -7
right_child=-2 2 -4 5 -6 6 -8
leaf_value=0.017429622183124879 -0.012390976871973316 0.0017571347078555494 0.013912869632775972 0.018946169560425927 -0.035011443565097292 0.0046437921997058004 -0.016637011118584646
leaf_weight=0.0010188706474941163 0.0010344200075542475 0.0010193864005291178 0.0014902668659959682 0.0014257420260674392 0.0012609698156948457 0.0013180373986533458 0.0010413945291607996
leaf_count=146 211 105 965 296 1118 179 101
internal_value=0 0.00139278 -0.000769732 -0.00437716 -0.0185748 0.00417612 -0.00474902
internal_weight=0 0.00857467 0.0075558 0.00606553 0.00228036 0.00378517 0.00235943
internal_count=3121 2910 2764 1799 1223 576 280
is_linear=0
shrinkage=0.1


Tree=5343
num_leaves=7
num_cat=0
split_feature=16 1 150 16 16 52
split_gain=1.6528e-05 5.17868e-05 4.62689e-05 5.2668e-05 3.76103e-05 2.49946e-05
threshold=0.38525000000000004 0.077565000000000009 0.080470000000000014 -0.36241499999999999 -0.056919999999999991 1.0000000180025095e-35
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=-0.0052331028106866774 0.010002354073886936 -0.019898821399847659 0.01922063856192659 0.01461347097262862 -0.0066728656931717345 -0.026222616470395362
leaf_weight=0.0012821132234969678 0.0013889718839311454 0.0011779684315231355 0.0013768236160350443 0.0017819078851819255 0.0015538807530776179 0.0010176463795563897
leaf_count=657 311 212 295 388 404 854
internal_value=0 -0.00179486 0.00317359 -0.00172122 0.00469785 -0.014521
internal_weight=0 0.00819034 0.00589058 0.00451376 0.00333579 0.00229976
internal_count=3121 2810 1299 1004 792 1511
is_linear=0
shrinkage=0.1


Tree=5344
num_leaves=8
num_cat=0
split_feature=0 12 133 15 47 48 47
split_gain=1.8872e-05 5.05947e-05 3.0539e-05 5.45786e-05 5.2011e-05 4.27361e-05 1.87248e-05
threshold=-0.019414999999999998 0.083310000000000009 0.061605000000000007 0.035560000000000008 0.087235000000000021 0.085130000000000025 0.11069000000000002
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=0.015945848118003085 0.02475070002091892 -0.0049169257654809858 0.013600553899358589 -0.026152305546208472 -0.022771081903650837 -0.0085862764483925959 -0.0037665722560150426
leaf_weight=0.0019893030149866426 0.0010002752249978568 0.0013514958592858056 0.0010001856396240271 0.001038124431383524 0.0010379941434842911 0.0011043051367529526 0.0010357953424284647
leaf_count=512 197 168 963 762 163 231 125
internal_value=0 0.00770156 -0.00261524 -0.00522885 -0.00102535 0.00718878 -0.0132789
internal_weight=0 0.00235177 0.00720571 0.00620552 0.0051674 0.00309361 0.00207379
internal_count=3121 365 2756 1793 1031 743 288
is_linear=0
shrinkage=0.1


Tree=5345
num_leaves=9
num_cat=0
split_feature=14 15 131 15 13 160 0 0
split_gain=4.66718e-05 6.56181e-05 3.96524e-05 6.63915e-05 4.69032e-05 5.10406e-05 7.12128e-05 9.76249e-05
threshold=-1.0000000180025095e-35 -0.10653 0.084390000000000007 -0.092489999999999989 -0.095304999999999987 -0.064219999999999985 -0.019414999999999998 -0.11242999999999999
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=-0.00039009377061908536 0.00041584141524207696 -0.00044518758663343073 -0.00039570259493586614 0.00036869298379991794 0.00036452865690785984 6.6467866952892965e-05 0.0002561489189555765 -0.00075539565435950925
leaf_weight=0.0010919321756290281 0.0014918597275624364 0.0010160018855416971 0.0010063934455728629 0.0017399855896794766 0.0010653310256152834 0.001137523936656371 0.0012095692293051662 0.0010863541659824421
leaf_count=161 388 165 404 196 429 119 185 1074
internal_value=0 3.73739e-05 -3.09724e-05 1.96235e-05 9.53195e-05 -1.04128e-05 -0.00012675 -0.000335009
internal_weight=0 0.00975302 0.00826116 0.00725477 0.00623876 0.00449878 0.00343345 0.00222388
internal_count=3121 2960 2572 2168 2003 1807 1378 1193
is_linear=0
shrinkage=0.00196078


Tree=5346
num_leaves=7
num_cat=0
split_feature=52 52 52 12 43 3
split_gain=1.93388e-05 3.84246e-05 4.49218e-05 4.25331e-05 4.92652e-05 5.95686e-05
threshold=-0.24456499999999998 -0.081429999999999989 -0.0064899999999999992 0.09334000000000002 -0.0037449999999999996 0.095270000000000007
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6
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leaf_value=-0.013192737471798183 0.016825672536579513 -0.018209813955433085 -0.0070046917722760577 -0.010778075011331873 0.029535640272799424 -0.0004609041851178729
leaf_weight=0.001005327873489348 0.0013686247090125255 0.0013088802330539218 0.001451243597160866 0.0017513201012227513 0.0014549181211695795 0.0012147852656857316
leaf_count=364 407 438 828 545 374 165
internal_value=0 0.00146954 -0.00145712 0.00227692 0.00782503 0.0158864
internal_weight=0 0.00854977 0.00718115 0.00587227 0.00412095 0.0026697
internal_count=3121 2757 2350 1912 1367 539
is_linear=0
shrinkage=0.1


Tree=5347
num_leaves=7
num_cat=0
split_feature=50 51 43 42 48 13
split_gain=1.94702e-05 2.95652e-05 4.72831e-05 6.56682e-05 4.32119e-05 3.48877e-05
threshold=0.088425000000000017 -0.076794999999999988 -0.14968999999999996 0.084695000000000006 0.086260000000000017 -0.0051199999999999987
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=-0.010149973747889535 -0.012754193490163216 0.021638166303865784 0.00017778414935491847 -0.021095440073520409 -0.0077718573943487404 0.022712043920649336
leaf_weight=0.0017215307915905064 0.0010729832789988644 0.0013035172347836722 0.0011795296071525597 0.0011240000144623116 0.001483888038138093 0.0016455169566320529
leaf_count=500 560 193 468 803 227 370
internal_value=0 0.00154542 0.00453423 0.000430507 0.00604562 0.0133034
internal_weight=0 0.00845798 0.00673645 0.00543293 0.00430893 0.00282505
internal_count=3121 2561 2061 1868 1065 838
is_linear=0
shrinkage=0.1


Tree=5348
num_leaves=7
num_cat=0
split_feature=48 51 1 16 51 133
split_gain=1.75773e-05 4.75498e-05 7.09455e-05 5.65873e-05 4.47281e-05 3.13934e-05
threshold=0.092475000000000016 0.020580000000000005 0.111945 -0.088394999999999987 -0.010009999999999998 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=-0.023535879947837696 0.0082874776674672947 -0.021169527977735858 0.019013863241430395 -0.015980721799224877 0.018111478593994913 -0.0048399660967214783
leaf_weight=0.001234411351714643 0.0019946794330176236 0.0011311144335194798 0.0016388030522336613 0.0010448786837226652 0.0014547229762777105 0.0010095483604726225
leaf_count=476 365 384 325 548 564 459
internal_value=0 -0.00227259 0.00107642 -0.0051206 0.00135733 0.00870886
internal_weight=0 0.00751348 0.00638236 0.00474356 0.00350915 0.00246427
internal_count=3121 2756 2372 2047 1571 1023
is_linear=0
shrinkage=0.1


Tree=5349
num_leaves=7
num_cat=0
split_feature=49 42 52 2 2 4
split_gain=1.76621e-05 5.00168e-05 3.65222e-05 3.3207e-05 3.51083e-05 3.06731e-05
threshold=-0.043469999999999995 0.091545000000000015 -0.0064899999999999992 0.10613000000000002 0.083995000000000014 0.0052350000000000009
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=-0.004114730177782534 -0.010438146723776819 -0.022937982125233888 0.0011769183825973487 -0.0068723483046851698 0.022969498116905046 0.019535241464935061
leaf_weight=0.0010872121510572118 0.0019490427158802247 0.0010215543974956666 0.0014881575918050908 0.0013611303291836 0.0014689737756914164 0.0011065548792850942
leaf_count=261 776 614 411 204 691 164
internal_value=0 -0.00241985 0.000924556 0.0060531 0.0120025 0.00781452
internal_weight=0 0.00728886 0.0062673 0.00431826 0.00295713 0.00219377
internal_count=3121 2696 2082 1306 1102 425
is_linear=0
shrinkage=0.1


Tree=5350
num_leaves=7
num_cat=0
split_feature=42 160 151 16 2 2
split_gain=1.6966e-05 3.58931e-05 4.73908e-05 5.63507e-05 8.6189e-05 8.85087e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 0.16703000000000004 0.086885000000000004 0.11215000000000001
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=-0.0097371457528061672 -0.010295497358855432 -0.01236804954099136 -0.0031929213199490946 -0.0079659251701834841 0.047151283925902565 0.0069235748144716898
leaf_weight=0.001517025253921579 0.001873759767175515 0.0011888489863091283 0.001384660783694004 0.0012971592412888604 0.0011891304258136908 0.0010127395233155683
leaf_count=862 828 300 406 278 274 173
internal_value=0 0.00180355 0.00553687 0.00989551 0.0163556 0.0286487
internal_weight=0 0.0079463 0.00607254 0.00488369 0.00358653 0.00220187
internal_count=3121 2259 1431 1131 853 447
is_linear=0
shrinkage=0.1


Tree=5351
num_leaves=7
num_cat=0
split_feature=484 2 16 2 2 3
split_gain=1.84892e-05 3.05143e-05 8.36968e-05 5.41939e-05 3.27897e-05 5.3308e-05
threshold=0.084040000000000017 0.10912000000000001 -0.074319999999999983 0.093175000000000022 0.086590000000000014 -0.078934999999999991
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=-0.021877350514534842 0.012321915794295212 -0.010394056627316255 0.025766975382403003 -0.022185463068594948 0.013967594993964147 0.0049896361920066454
leaf_weight=0.0012059251028670188 0.0010729686630633175 0.0012956771882749389 0.0012649693128148651 0.0014754434568648245 0.0012115363519971849 0.0019053248226135371
leaf_count=766 368 239 310 510 530 398
internal_value=0 -0.00162218 0.00746963 -0.00563736 1.07987e-05 -0.00542405
internal_weight=0 0.00835888 0.00256065 0.00579823 0.00432279 0.00311125
internal_count=3121 2753 549 2204 1694 1164
is_linear=0
shrinkage=0.1


Tree=5352
num_leaves=8
num_cat=0
split_feature=4 15 12 52 49 15 4
split_gain=1.82092e-05 5.14368e-05 2.77703e-05 5.40687e-05 7.08098e-05 7.30007e-05 0.000160585
threshold=0.24564500000000003 -0.15026499999999995 0.098810000000000023 0.091275000000000009 -0.048674999999999989 -0.016799999999999995 -0.077834999999999988
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -6 -7
right_child=1 -3 -4 -5 5 6 -8
leaf_value=0.013981019816218186 0.02269821182538798 -0.0081934809615728712 -0.016868174418005699 0.017223793958291062 -0.032269617695847776 -0.028555702923456286 0.027152620452243606
leaf_weight=0.0013870537228738962 0.0011345964662193083 0.0010267903889614291 0.0011260118578637146 0.0014323153239373405 0.0012276806033748016 0.0010652625058795516 0.0010062019808003491
leaf_count=271 266 160 404 497 560 692 271
internal_value=0 0.00802278 -0.00243584 0.000220192 -0.00497688 -0.0129473 -0.0014957
internal_weight=0 0.00216139 0.00724453 0.00611851 0.0046862 0.00329915 0.00207146
internal_count=3121 426 2695 2291 1794 1523 963
is_linear=0
shrinkage=0.1


Tree=5353
num_leaves=8
num_cat=0
split_feature=0 1 13 15 15 4 16
split_gain=1.89676e-05 3.86002e-05 5.22827e-05 4.44854e-05 3.7535e-05 2.67377e-05 2.01015e-05
threshold=-0.061629999999999997 0.083135000000000014 -0.094514999999999988 -0.074054999999999996 -1.0000000180025095e-35 0.25615500000000008 0.16703000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 5 -2 -4 -6
right_child=4 2 3 -5 6 -7 -8
leaf_value=-0.020418436558919326 0.021720832271749178 0.019839149570745951 0.012008164432089345 -0.018493221218489116 0.0076436350562138801 -0.0091794786459111124 -0.011614408603724785
leaf_weight=0.0010839254322730528 0.0010485332511339577 0.0010842466512865018 0.0014548270226646554 0.0015037311803478325 0.001166275430714707 0.0010084719874710298 0.001012592617848352
leaf_count=1506 267 189 243 477 156 122 161
internal_value=0 -0.00329538 0.000378964 -0.00493979 0.00617492 0.00333397 -0.00130622
internal_weight=0 0.0061352 0.00505128 0.00396703 0.0032274 0.0024633 0.00217887
internal_count=3121 2537 1031 842 584 365 317
is_linear=0
shrinkage=0.1


Tree=5354
num_leaves=8
num_cat=0
split_feature=50 484 43 51 52 15 2
split_gain=1.74663e-05 3.38802e-05 3.10496e-05 3.70445e-05 4.53679e-05 4.24993e-05 4.11558e-05
threshold=0.088425000000000017 0.084040000000000017 -0.14968999999999996 -0.0078149999999999973 0.084960000000000022 -0.095869999999999983 0.092875000000000013
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=0.011576233050333312 -0.012198863778711089 0.018720219630573333 0.012354854039605777 -0.016717555118245967 -0.026433146388287712 0.018193866057910239 -0.0091666071074689975
leaf_weight=0.0015730330045838079 0.0010469151024122313 0.0010050794341294441 0.0010836433643993436 0.0013621018061112803 0.0010526286679263517 0.0012065468146467164 0.0010099785538005685
leaf_count=212 560 323 411 315 608 441 251
internal_value=0 0.00150871 -0.000864933 -0.00428938 -0.00818388 -0.00281598 0.00572683
internal_weight=0 0.00829301 0.00728793 0.0057149 0.00463126 0.00357863 0.00221653
internal_count=3121 2561 2238 2026 1615 1007 692
is_linear=0
shrinkage=0.1


Tree=5355
num_leaves=8
num_cat=0
split_feature=13 12 52 43 43 3 4
split_gain=4.57768e-05 4.81243e-05 9.054e-05 8.06472e-05 5.0658e-05 5.68351e-05 4.42428e-05
threshold=-0.23438999999999996 0.09334000000000002 -0.0064899999999999992 -0.041049999999999996 -0.0037449999999999996 0.095270000000000007 0.23246000000000003
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 -6 -3
right_child=1 6 4 -5 5 -7 -8
leaf_value=0.00032989987049415542 0.00014204245391148711 -0.00061027640979500184 -7.7527098584012147e-05 -0.00049395939846242146 0.00059013746804400993 1.7547805610610604e-05 -3.4331974931072383e-05
leaf_weight=0.0013543070964373511 0.0012933786880396782 0.0010227619918854011 0.0016023506736182695 0.001881812783680365 0.0016609273941970955 0.0011131658571498504 0.0010284230351198238
leaf_count=169 558 719 826 302 371 93 83
internal_value=0 -5.5173e-05 1.71697e-05 -0.000234891 0.000200044 0.000360373 -0.000321509
internal_weight=0 0.00960282 0.00755164 0.00317519 0.00437644 0.00277409 0.00205119
internal_count=3121 2952 2150 860 1290 464 802
is_linear=0
shrinkage=0.00196078


Tree=5356
num_leaves=7
num_cat=0
split_feature=0 1 13 4 3 3
split_gain=1.91493e-05 2.89526e-05 3.26764e-05 4.92015e-05 6.85976e-05 2.31117e-05
threshold=1.0000000180025095e-35 0.077565000000000009 -0.094514999999999988 0.0061450000000000003 0.11296500000000002 -1.0000000180025095e-35
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=-0.016579453224020758 0.0087887646982088962 0.015741060296609759 -0.0163213787361552 0.0039644394878987554 -0.015985210513439697 0.024663623000453716
leaf_weight=0.0011989832904595989 0.0019481411529073244 0.0011339215847937737 0.0017984351513957099 0.0010453939699944831 0.0011053150923979738 0.0011144844446920061
leaf_count=1552 325 231 644 192 70 107
internal_value=0 -0.00235507 0.000396789 -0.00303932 0.0042763 0.0146451
internal_weight=0 0.00739653 0.00619755 0.00506363 0.00326519 0.00215988
internal_count=3121 2796 1244 1013 369 299
is_linear=0
shrinkage=0.1


Tree=5357
num_leaves=7
num_cat=0
split_feature=51 40 50 16 48 2
split_gain=1.68762e-05 3.4302e-05 3.32912e-05 4.523e-05 7.401e-05 4.25672e-05
threshold=-0.076794999999999988 -0.011659999999999998 0.07826000000000001 -0.084119999999999986 0.085845000000000019 0.097220000000000015
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -5
right_child=1 2 -4 5 -6 -7
leaf_value=-0.0089054731662935229 0.019094570207650728 0.0075731236485515347 -0.016566930502614968 0.00015989427679033653 -0.024826001917774811 0.025923808780123205
leaf_weight=0.0017415812473647145 0.0010175467475092674 0.0016789416999434638 0.0010934609864947107 0.0013741883638822849 0.0012154900674706218 0.0012024046528487816
leaf_count=537 290 597 538 745 140 274
internal_value=0 0.00201055 -0.00063761 0.00254609 -0.00603259 0.012183
internal_weight=0 0.00758203 0.00656449 0.00547102 0.00289443 0.00257659
internal_count=3121 2584 2294 1756 737 1019
is_linear=0
shrinkage=0.1


Tree=5358
num_leaves=8
num_cat=0
split_feature=16 15 15 16 2 3 3
split_gain=1.83304e-05 4.47637e-05 5.64975e-05 5.29275e-05 5.54266e-05 5.84858e-05 6.42834e-05
threshold=-0.5048999999999999 -0.13578499999999996 -0.095244999999999982 -0.088394999999999987 0.11093500000000002 -0.016324999999999996 -0.08824499999999999
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=0.010908365894853445 -0.021446234131437175 0.021576996509381496 -0.023393650420275885 -0.010615593968026761 0.020075573925232241 -0.019822016469086694 0.02435580013146223
leaf_weight=0.0013162824505923995 0.0010151929191155561 0.0011226317767117685 0.0010380512895675478 0.0011041515904330621 0.0012045705850880859 0.0014961643175076195 0.0010031710748690725
leaf_count=222 359 177 419 457 287 211 989
internal_value=0 -0.00182812 0.00102981 -0.00291588 0.00150524 -0.00470244 0.00603221
internal_weight=0 0.00798393 0.00696874 0.00584611 0.00480806 0.00360349 0.00210732
internal_count=3121 2899 2540 2363 1944 1657 1446
is_linear=0
shrinkage=0.1


Tree=5359
num_leaves=9
num_cat=0
split_feature=48 48 51 42 2 2 42 13
split_gain=4.78974e-05 0.000100979 7.06379e-05 5.95161e-05 4.53766e-05 8.4695e-05 4.28564e-05 2.86977e-05
threshold=0.11951500000000001 0.093265000000000015 0.086310000000000012 0.086325000000000013 0.11293500000000002 0.084245000000000014 -1.0000000180025095e-35 -0.015874999999999997
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=3.057931385947961e-06 -0.00040907037478062427 0.00059341764792120101 -0.00052175263836714322 -0.00028169736142277449 0.0004973319690734602 3.4894709034817128e-05 0.00053779117150337165 -0.00039711331536595009
leaf_weight=0.0010046562832132092 0.0010256542792563663 0.001108829364958098 0.0010124568837916025 0.0018030595632156443 0.0010393721601942799 0.0010315028751502881 0.0013512886757543338 0.0013849253788741462
leaf_count=236 114 239 325 909 197 346 214 541
internal_value=0 3.64158e-05 -3.51735e-05 2.95216e-05 0.000126075 4.52196e-05 0.000309762 -0.000212702
internal_weight=0 0.00973609 0.00862726 0.0076148 0.00581175 0.00477237 0.00235594 0.00241643
internal_count=3121 3007 2768 2443 1534 1337 450 887
is_linear=0
shrinkage=0.00196078


Tree=5360
num_leaves=8
num_cat=0
split_feature=4 1 4 2 2 48 12
split_gain=3.41905e-05 6.65292e-05 4.11396e-05 5.50861e-05 4.56042e-05 5.78601e-05 7.5649e-05
threshold=0.24564500000000003 0.111945 0.098655000000000007 0.11093500000000002 0.092875000000000013 0.083985000000000018 0.084100000000000022
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1
right_child=1 -3 -4 -5 -6 -7 -8
leaf_value=0.00019813643904117284 -0.0001383964583936427 0.00050880293887328243 -0.00044096630692118112 0.00029641336529896971 -0.00039305564800804665 0.00039767178252258102 -0.00044069670317176433
leaf_weight=0.0013391986736142046 0.0011832626943084434 0.0012618830663023723 0.0010014284471070315 0.0016593298272388861 0.0015746789140911347 0.0010426908944139272 0.0015233225633476013
leaf_count=294 150 276 121 327 508 248 1197
internal_value=0 0.000195608 -6.87925e-05 -1.65872e-05 -0.000111365 2.22e-06 -0.000141826
internal_weight=0 0.00244515 0.00814065 0.00713922 0.00547989 0.00390521 0.00286252
internal_count=3121 426 2695 2574 2247 1739 1491
is_linear=0
shrinkage=0.00196078


Tree=5361
num_leaves=8
num_cat=0
split_feature=14 15 15 4 0 0 13
split_gain=3.45633e-05 7.28689e-05 4.21087e-05 3.56669e-05 4.56671e-05 5.05789e-05 5.42378e-05
threshold=-1.0000000180025095e-35 -0.10653 -0.092489999999999989 -0.49013999999999996 -0.0058249999999999994 -0.10607499999999999 -0.0034749999999999994
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=-0.0003411331313717469 0.00043191768691147066 -0.00039047554027923611 -0.00032606270611477414 0.00022756788813132234 0.0004275409600566123 2.9078935043359613e-05 -0.00053392186839664769
leaf_weight=0.0010692066704351575 0.0014719754341585558 0.0011465799195985475 0.0010080317414445953 0.0020073951619490778 0.0011302131042040973 0.0017744338114496691 0.001045495244887061
leaf_count=161 388 193 169 276 114 1401 419
internal_value=0 3.05501e-05 -4.22793e-05 1.50362e-05 7.2751e-05 -1.03153e-05 -0.000179655
internal_weight=0 0.00958412 0.00811215 0.00696557 0.00595754 0.00482732 0.00281993
internal_count=3121 2960 2572 2379 2210 2096 1820
is_linear=0
shrinkage=0.00196078


Tree=5362
num_leaves=7
num_cat=0
split_feature=4 151 4 13 4 16
split_gain=1.83864e-05 2.71959e-05 5.89613e-05 5.12417e-05 4.21398e-05 1.25296e-05
threshold=0.27287000000000006 -0.024429999999999997 -0.0029599999999999995 -0.076384999999999995 0.071150000000000005 0.023255000000000001
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -5
right_child=-2 2 4 5 -6 -7
leaf_value=0.01155502055352626 0.0099795353605481914 0.018751020056056715 -0.028327025105033293 0.0020385344035207826 -0.0043834668164128791 -0.013213959040620544
leaf_weight=0.0012436526443344916 0.0015314878539975088 0.0014292717809953025 0.0013172110988807256 0.0010657966544351625 0.0016631239774266373 0.0010887884821399122
leaf_count=451 352 614 417 730 215 342
internal_value=0 -0.00200398 -0.00457286 0.00406985 -0.0149657 -0.00566909
internal_weight=0 0.00780784 0.00656419 0.00358386 0.00298034 0.00215459
internal_count=3121 2769 2318 1686 632 1072
is_linear=0
shrinkage=0.1


Tree=5363
num_leaves=8
num_cat=0
split_feature=14 15 15 52 15 52 12
split_gain=3.51682e-05 8.14701e-05 3.85684e-05 3.44792e-05 4.6055e-05 3.77488e-05 8.05083e-05
threshold=-1.0000000180025095e-35 -0.10653 -0.092489999999999989 -0.26636999999999994 -0.024814999999999997 0.10160000000000001 0.086850000000000024
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 -6
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leaf_value=-0.0003446253730419923 0.00045814785144329001 -0.0003889848560958273 -0.00032229321789160648 0.00042288513954131623 -0.00021432203677811216 -0.00033030949366648121 0.00037110937250543432
leaf_weight=0.0010441345864337084 0.0014736047905709098 0.001075893976246258 0.0010215949820643949 0.0011343883385950722 0.0017916618609097638 0.0011266258350521173 0.001821079250068047
leaf_count=161 388 193 327 510 539 338 665
internal_value=0 3.45984e-05 -4.37011e-05 1.01742e-05 6.79987e-05 -1.69449e-05 8.07772e-05
internal_weight=0 0.00944485 0.00797124 0.00689535 0.00587376 0.00473937 0.00361274
internal_count=3121 2960 2572 2379 2052 1542 1204
is_linear=0
shrinkage=0.00196078


Tree=5364
num_leaves=7
num_cat=0
split_feature=484 2 16 16 2 1
split_gain=1.60629e-05 2.58163e-05 7.15775e-05 6.23512e-05 5.88077e-05 5.55869e-05
threshold=0.073690000000000019 0.10912000000000001 -0.15241499999999997 -0.18708499999999997 0.090050000000000005 0.091900000000000023
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=0.013063535521551151 0.010580812896607242 -0.011630824081031905 0.01184973175602725 0.020180046870802659 -0.028363199328776359 -0.017463358130437586
leaf_weight=0.00151899407818612 0.0012359718749442887 0.001067396670091358 0.0012501301135879718 0.0014575215297057515 0.0014693904763288228 0.0013407068318625551
leaf_count=264 394 165 992 382 586 338
internal_value=0 -0.00165774 -0.00545465 0.00673216 -0.0123826 -0.00331921
internal_weight=0 0.00810414 0.00557922 0.00252492 0.00406023 0.00259084
internal_count=3121 2727 2180 547 1916 1330
is_linear=0
shrinkage=0.1


Tree=5365
num_leaves=7
num_cat=0
split_feature=0 16 151 1 15 16
split_gain=1.68019e-05 3.4843e-05 5.27706e-05 7.8726e-05 3.44743e-05 2.1164e-05
threshold=-0.061629999999999997 -0.056919999999999991 -0.0083949999999999979 0.095285000000000022 -1.0000000180025095e-35 0.16703000000000004
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -2 -6
right_child=4 -3 3 -5 5 -7
leaf_value=-0.017779922528136854 0.020710128698329229 -0.014302729987391108 -0.010496562797259253 0.021554796232569964 0.007773002449158975 -0.012048415487518338
leaf_weight=0.0010208677173308119 0.0010474602879957662 0.0019123718918795645 0.0013021006166811112 0.0018625364761212862 0.0011659019868808587 0.0010013049519407005
leaf_count=178 267 1061 1046 252 156 161
internal_value=0 -0.00311979 0.00198974 0.00836716 0.00581443 -0.001385
internal_weight=0 0.00609788 0.0041855 0.00316464 0.00321467 0.00216721
internal_count=3121 2537 1476 1298 584 317
is_linear=0
shrinkage=0.1


Tree=5366
num_leaves=9
num_cat=0
split_feature=14 15 15 48 15 3 3 1
split_gain=3.39027e-05 6.51384e-05 3.83938e-05 3.31862e-05 7.11133e-05 0.000138715 2.78534e-05 8.14546e-05
threshold=-1.0000000180025095e-35 -0.10653 -0.092489999999999989 0.088965000000000002 -0.016799999999999995 0.10542000000000001 -0.078724999999999976 0.078340000000000007
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
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leaf_weight=0.0010355688278419284 0.0014556941202623882 0.0011001305599562224 0.0010191946554354465 0.0012330350008394773 0.0012061181363013777 0.0011607921795979137 0.0012063303954477833 0.0010923271562457101
leaf_count=161 388 193 560 220 775 70 401 353
internal_value=0 3.08778e-05 -3.84e-05 1.57087e-05 -4.75406e-05 5.49597e-05 -0.000139615 -1.29798e-05
internal_weight=0 0.00947362 0.00801793 0.0069178 0.00568476 0.00466557 0.00350478 0.00229845
internal_count=3121 2960 2572 2379 2159 1599 1529 1128
is_linear=0
shrinkage=0.00196078


Tree=5367
num_leaves=8
num_cat=0
split_feature=14 15 15 52 13 16 43
split_gain=2.95969e-05 6.70175e-05 3.91931e-05 3.9946e-05 4.46887e-05 9.87332e-05 8.23174e-05
threshold=-1.0000000180025095e-35 -0.10653 -0.092489999999999989 -0.26636999999999994 -0.033284999999999988 0.0047850000000000011 -0.0037449999999999996
decision_type=2 2 2 2 2 2 2
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leaf_value=-0.0003206454561194058 0.0004181604365323567 -0.00038582104736094557 -0.00034773226498356543 -0.00054186973006807484 -4.472986424274662e-05 0.00065538623416842932 0.00017373527800859274
leaf_weight=0.0010283248458086815 0.0014445865461690166 0.0010929617380974364 0.0010005107897537776 0.0010416266470658327 0.0019808104877172394 0.0012715746856406911 0.001519695496021085
leaf_count=161 388 193 327 776 723 179 374
internal_value=0 2.9817e-05 -4.11307e-05 1.41557e-05 7.64349e-05 0.000228992 -0.000117284
internal_weight=0 0.00935177 0.00790718 0.00681422 0.00581371 0.00325239 0.00256132
internal_count=3121 2960 2572 2379 2052 902 1150
is_linear=0
shrinkage=0.00196078


Tree=5368
num_leaves=8
num_cat=0
split_feature=50 484 4 52 2 13 16
split_gain=1.69011e-05 3.11809e-05 2.83877e-05 3.91501e-05 6.73662e-05 6.53859e-05 3.42009e-05
threshold=0.088425000000000017 0.084040000000000017 0.27834500000000006 0.10347000000000002 0.10444500000000002 -0.076599999999999988 -0.024819999999999998
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=0.018849091792261491 -0.012071250956843827 0.017962970821826272 0.014544280453110382 0.014474024254045035 -0.027515407160984853 0.00031479104930795201 -0.022095381774196409
leaf_weight=0.001206357478855162 0.0010377135283959728 0.0010066133065546332 0.0010329389075092151 0.0010293858035798674 0.0012127495162475247 0.0016396913445111466 0.0011647437936727657
leaf_count=477 560 323 250 304 349 532 326
internal_value=0 0.00146574 -0.000813513 -0.00335051 -0.00686313 -0.00061847 -0.00899265
internal_weight=0 0.00829248 0.00728587 0.00625293 0.00522354 0.00401079 0.00280444
internal_count=3121 2561 2238 1988 1684 1335 858
is_linear=0
shrinkage=0.1


Tree=5369
num_leaves=9
num_cat=0
split_feature=15 14 15 15 42 3 4 15
split_gain=5.13757e-05 4.24279e-05 7.59275e-05 6.0984e-05 5.34322e-05 3.61353e-05 0.000113301 0.000103335
threshold=0.091650000000000023 -1.0000000180025095e-35 -0.10653 -0.092489999999999989 0.086665000000000006 0.12178000000000001 -0.084369999999999987 -0.0063699999999999989
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=-0.00032878395848243109 -0.0004165053845497826 0.00047600145108180438 -0.00041813914698889571 -0.0001748570478144334 -0.00026405533770473822 -0.00013761657778391546 5.0193159819467636e-05 0.00087787399001829872
leaf_weight=0.0010499612495793635 0.0010264756798246824 0.0015928314661060195 0.0011168763922556665 0.0014068481827875776 0.0013621706392317199 0.0011002752488447481 0.0010060657866986624 0.0013691941091842452
leaf_count=159 497 388 193 435 609 78 483 279
internal_value=0 4.41159e-05 8.78415e-05 3.85332e-06 7.93292e-05 0.000175133 0.000266116 0.000527301
internal_weight=0 0.0100042 0.00895426 0.00736143 0.00624455 0.00488238 0.00378211 0.00237526
internal_count=3121 2624 2465 2077 1884 1275 1197 762
is_linear=0
shrinkage=0.00196078


Tree=5370
num_leaves=8
num_cat=0
split_feature=52 13 47 16 160 3 15
split_gain=1.81871e-05 4.28394e-05 4.1984e-05 7.79501e-05 5.97048e-05 7.17917e-05 6.61895e-05
threshold=0.11434500000000002 -0.23438999999999996 0.10904500000000002 -0.25582999999999995 -0.027994999999999996 -0.08824499999999999 -0.0058549999999999991
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 -4 4 5 6 -8
leaf_value=0.021022145808243194 -0.011322062670183977 0.023888117066846584 -0.020023792283448208 0.015891257975897063 -0.030378572947462386 -0.016572309700292932 0.016289937886617711
leaf_weight=0.0010042020499243702 0.0012382170686639519 0.0012908265674732994 0.001001157178541736 0.0011662295235150221 0.0011802707180597082 0.001242447729809647 0.0012096194976643298
leaf_count=137 501 244 129 430 494 538 648
internal_value=0 0.00169137 -0.00104636 0.00207372 -0.0037944 -0.0101148 -0.000361165
internal_weight=0 0.00809475 0.00709055 0.00608939 0.00479857 0.00363234 0.00245207
internal_count=3121 2620 2483 2354 2110 1680 1186
is_linear=0
shrinkage=0.1


Tree=5371
num_leaves=9
num_cat=0
split_feature=376 43 47 4 16 48 3 2
split_gain=2.89952e-05 3.85511e-05 7.13631e-05 0.000155144 6.59926e-05 6.10297e-05 5.83328e-05 4.15653e-05
threshold=0.048375000000000008 -0.074359999999999996 0.092530000000000015 -0.059649999999999988 0.15273500000000004 0.085130000000000025 -0.08824499999999999 0.10731
decision_type=2 2 2 2 2 2 2 2
left_child=1 4 3 -3 6 7 -1 -5
right_child=-2 2 -4 5 -6 -7 -8 -9
leaf_value=-0.00037710584097396747 0.00031158462591517706 -0.00055204512607702439 -0.00055900779171223064 0.00059472869367621932 0.00054280003603337135 -0.00017745091380770307 0.00027967324558745627 7.242863267016866e-05
leaf_weight=0.0010816072656653309 0.0010144760154954411 0.0015039703857183903 0.0011877349870543178 0.001399482795498523 0.0010430914762690033 0.0011230002122048252 0.0010011652699781167 0.0010075433716929092
leaf_count=287 166 952 173 317 215 168 617 226
internal_value=0 -3.74314e-05 -0.000126685 -2.46821e-05 0.00014022 0.000200001 -6.13995e-05 0.000376102
internal_weight=0 0.0093476 0.00622173 0.005034 0.00312586 0.00353003 0.00208277 0.00240703
internal_count=3121 2955 1836 1663 1119 711 904 543
is_linear=0
shrinkage=0.00196078


Tree=5372
num_leaves=7
num_cat=0
split_feature=0 12 0 43 2 49
split_gain=1.79427e-05 5.00849e-05 4.29079e-05 4.1914e-05 4.10745e-05 6.75888e-05
threshold=-0.077999999999999986 0.090995000000000006 -0.053834999999999994 -0.090299999999999991 0.089885000000000007 -0.043469999999999995
decision_type=2 2 2 2 2 2
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leaf_value=-0.011687277115711705 0.022231006687221628 -0.023588791454010591 -0.016748204886264224 0.0082004086942139044 0.028716618225394522 -0.0037671753778744897
leaf_weight=0.0016239348054234897 0.001066036796536044 0.0010320065736142995 0.001085856023980385 0.0017727579625863681 0.0010236430172565927 0.00171145523837023
leaf_count=1090 574 427 99 429 161 341
internal_value=0 -0.00377941 0.0051088 -0.00127642 0.000910486 0.00839027
internal_weight=0 0.00539104 0.00392465 0.00285861 0.00435903 0.0027351
internal_count=3121 2019 1102 528 1592 502
is_linear=0
shrinkage=0.1


Tree=5373
num_leaves=8
num_cat=0
split_feature=14 49 2 3 12 3 2
split_gain=3.59601e-05 5.15628e-05 6.3842e-05 9.39437e-05 0.000109799 6.48856e-05 4.76e-05
threshold=-1.0000000180025095e-35 0.0043850000000000009 0.10912000000000001 -0.078934999999999991 0.090695000000000012 -0.016324999999999996 0.083795000000000022
decision_type=2 2 2 2 2 2 2
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leaf_value=-0.00035513341141857726 -0.00089934696901698924 0.00041712677934952478 0.00030903735052465066 0.00049930287675461929 -5.1692676262309009e-05 0.0002182377955654174 -0.00028534966248309606
leaf_weight=0.0010251566715357265 0.0010433741217748267 0.0011675225911415262 0.0017419176298907463 0.0010096564654965457 0.0013447333109781062 0.0012348340047946007 0.0017363516586123007
leaf_count=161 916 611 344 376 378 146 189
internal_value=0 3.18588e-05 -2.35987e-05 -0.000114575 -0.000422036 6.98708e-05 -7.60571e-05
internal_weight=0 0.00927839 0.00811087 0.00636895 0.00238811 0.00398084 0.00297119
internal_count=3121 2960 2349 2005 1294 711 335
is_linear=0
shrinkage=0.00196078


Tree=5374
num_leaves=7
num_cat=0
split_feature=16 1 43 4 15 133
split_gain=1.69146e-05 5.24632e-05 4.53602e-05 4.29277e-05 9.65463e-05 2.25379e-05
threshold=0.38525000000000004 0.077565000000000009 -0.0024749999999999993 0.0052350000000000009 -0.10203999999999998 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 4 -6 -7
leaf_value=-0.0049022949470930851 0.01029089058589811 0.015623203745912154 -0.017477719439315208 -0.013747527535058653 0.026305257365632714 -0.025002422450540431
leaf_weight=0.0011329749221830694 0.0013552133633138426 0.0019576849638782948 0.0013435908194708748 0.001298725460156865 0.0011215462044865533 0.0010989394140648748
leaf_count=749 311 665 320 194 120 762
internal_value=0 -0.0017954 0.00327721 -0.00314427 0.00481281 -0.0147991
internal_weight=0 0.00795346 0.00572155 0.00376386 0.00242027 0.00223191
internal_count=3121 2810 1299 634 314 1511
is_linear=0
shrinkage=0.1


Tree=5375
num_leaves=7
num_cat=0
split_feature=0 12 47 49 2 3
split_gain=1.86265e-05 2.88573e-05 2.64491e-05 4.54672e-05 6.77724e-05 7.52023e-05
threshold=-0.019414999999999998 0.085635000000000003 0.092530000000000015 -0.054319999999999993 0.11215000000000001 -0.0080949999999999998
decision_type=2 2 2 2 2 2
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leaf_value=-0.014362893075289863 0.020255785044694621 -0.0024534500869835829 -0.013269776781878281 0.0019199071636139657 -0.013307086151457904 0.036233621616854193
leaf_weight=0.0014189990250074694 0.0010260754512482371 0.0012307459781341302 0.0017388364406421422 0.0016279121845521642 0.0011887361256319976 0.0010510809476376619
leaf_count=311 206 159 310 1665 320 150
internal_value=0 0.00787142 -0.00257113 0.000947725 0.00656491 0.0153826
internal_weight=0 0.00225682 0.00702556 0.00528673 0.00386773 0.00267899
internal_count=3121 365 2756 2446 2135 1815
is_linear=0
shrinkage=0.1


Tree=5376
num_leaves=8
num_cat=0
split_feature=0 1 2 151 15 4 13
split_gain=1.54693e-05 3.39506e-05 4.35637e-05 6.01291e-05 3.2771e-05 1.45664e-05 9.60774e-06
threshold=-0.061629999999999997 0.083135000000000014 0.089775000000000008 -0.0083949999999999979 -1.0000000180025095e-35 -0.39518999999999993 -0.0013449999999999996
decision_type=2 2 2 2 2 2 2
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right_child=4 2 3 -5 5 -7 -8
leaf_value=-0.019092447021623968 0.020147684207888098 -0.0040130936323444812 -0.010457824158771157 0.019036624036447698 -0.0098484056980112679 0.0066440288618520062 -0.017800702399286696
leaf_weight=0.0010768616680599911 0.0010435993990270255 0.0010207402089941592 0.001093414019988706 0.0018790249686080037 0.0010530942499363759 0.0010896382980229132 0.0010010883212981932
leaf_count=1506 267 483 152 250 187 130 146
internal_value=0 -0.00298804 0.000484387 0.00818707 0.00561599 -0.00146155 -0.0108399
internal_weight=0 0.00607113 0.00499427 0.00297244 0.00318633 0.00214273 0.00202183
internal_count=3121 2537 1031 402 584 317 629
is_linear=0
shrinkage=0.1


Tree=5377
num_leaves=7
num_cat=0
split_feature=52 52 12 4 15 1
split_gain=1.73515e-05 4.84096e-05 6.30455e-05 7.5177e-05 7.6953e-05 0.000144681
threshold=0.11434500000000002 0.070205000000000017 0.097825000000000009 -0.04890499999999999 -0.016799999999999995 0.11181500000000001
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 4 -6 -7
leaf_value=-0.025964165018706221 -0.011048495884263543 0.020353803920988039 0.017897328143210697 0.0095935553937153868 0.023225959681977729 -0.036087447903624718
leaf_weight=0.0014363573249962644 0.0012364744026484862 0.0011829965234312761 0.0013383887861161264 0.0018242095490901907 0.001100670375972496 0.0011184082745498065
leaf_count=558 501 562 334 669 245 252
internal_value=0 0.0016801 -0.00155997 -0.00631237 0.000668832 -0.00776854
internal_weight=0 0.00800103 0.00681803 0.00547965 0.00404329 0.00294262
internal_count=3121 2620 2058 1724 1166 921
is_linear=0
shrinkage=0.1


Tree=5378
num_leaves=8
num_cat=0
split_feature=14 15 3 15 150 3 4
split_gain=2.29936e-05 6.28736e-05 3.3636e-05 4.96903e-05 9.82451e-05 7.9025e-05 7.97747e-05
threshold=-1.0000000180025095e-35 -0.10653 -0.12018999999999998 -0.016799999999999995 0.081835000000000019 0.10542000000000001 -0.083854999999999985
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 -5
right_child=1 2 3 5 -6 -7 -8
leaf_value=-0.00028660084433956157 0.00039894587336308416 0.00021304830769622299 -0.00063361847566222442 0.00024353739951503249 0.0001420520759411149 0.00043743080909290497 -0.00047796934984662944
leaf_weight=0.0010187951405641561 0.0014484633849883351 0.0015467549257717692 0.0015387815136807229 0.0010274730560588972 0.0010604248001480202 0.0012499860463735524 0.0013811637935387325
leaf_count=161 388 265 641 394 243 84 945
internal_value=0 2.37634e-05 -4.58672e-05 -0.000109864 -0.00031716 3.74066e-05 -0.00017019
internal_weight=0 0.00925305 0.00780458 0.00625783 0.00259921 0.00365862 0.00240864
internal_count=3121 2960 2572 2307 884 1423 1339
is_linear=0
shrinkage=0.00196078


Tree=5379
num_leaves=8
num_cat=0
split_feature=3 39 457 151 160 12 1
split_gain=3.87158e-05 5.06104e-05 5.24189e-05 8.95767e-05 8.2543e-05 7.50176e-05 0.000115453
threshold=0.13524500000000003 0.085220000000000004 0.080930000000000016 -0.00099499999999999979 -1.0000000180025095e-35 0.092355000000000007 0.093575000000000019
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 4 5 -7 -8
leaf_value=-0.00072554035654159106 0.00027511361748842921 0.00032509876611090915 0.00023330354393740298 -0.00051637309756167259 -7.4214238298214147e-05 -0.00029915193493420129 0.00075863809692014493
leaf_weight=0.0010009023997029865 0.001584861824234258 0.001164828814120296 0.0013933258007669466 0.0013257016439505737 0.001696795114672035 0.0015616449757293511 0.0010273958866830872
leaf_count=279 192 302 185 650 777 627 109
internal_value=0 -5.67764e-05 -0.000112339 -0.00018517 -8.87868e-05 4.34749e-05 0.000239886
internal_weight=0 0.00917059 0.00800577 0.00661244 0.00561154 0.00428584 0.00272419
internal_count=3121 2929 2627 2442 2163 1513 886
is_linear=0
shrinkage=0.00196078


Tree=5380
num_leaves=8
num_cat=0
split_feature=1 4 48 4 2 2 0
split_gain=3.24389e-05 5.92022e-05 4.58187e-05 7.49109e-05 5.2517e-05 0.000127933 3.97115e-05
threshold=0.111945 0.24564500000000003 0.092475000000000016 -0.0016099999999999997 0.084245000000000014 0.096540000000000015 -0.13455999999999999
decision_type=2 2 2 2 2 2 2
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leaf_value=0.00035771388923797515 -6.3207338368477721e-05 0.00047957553018159431 0.00028785587503261825 -0.00069888639520143821 -0.00064593291475532639 0.00021872981551318443 -0.00018566730340736448
leaf_weight=0.0012209753204927808 0.0019116756425515843 0.0012965851213305062 0.0011069764454658274 0.0010804280283863851 0.0011057702376266582 0.0016242144925680212 0.0012506204901464814
leaf_count=571 221 276 242 121 867 367 456
internal_value=0 0.000156153 -7.99671e-05 -0.000144783 1.9684e-05 -0.000131499 -0.000423541
internal_weight=0 0.00320826 0.00738899 0.00628201 0.00395096 0.00272998 0.00233105
internal_count=3121 497 2624 2382 1805 1234 577
is_linear=0
shrinkage=0.00196078


Tree=5381
num_leaves=8
num_cat=0
split_feature=4 42 43 52 49 12 0
split_gain=6.37576e-05 6.74517e-05 0.000104204 8.85643e-05 0.000112084 8.30825e-05 7.29993e-05
threshold=0.27287000000000006 0.091735000000000025 0.093175000000000022 -0.12005499999999998 -0.006494999999999999 0.090455000000000021 -0.083914999999999976
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_weight=0.0010291780064558666 0.0018241820652171352 0.0011278898350715249 0.0011449817183322442 0.0019290988531378466 0.0017276326907269511 0.0011991796195987693 0.0011423918053353071
leaf_count=388 352 562 191 367 612 289 360
internal_value=0 -6.71302e-05 -5.09571e-06 -9.44664e-05 -3.2883e-06 0.00018126 1.55349e-07
internal_weight=0 0.00930035 0.00817246 0.00702748 0.0059983 0.0040692 0.00287002
internal_count=3121 2769 2207 2016 1628 1261 972
is_linear=0
shrinkage=0.00196078


Tree=5382
num_leaves=9
num_cat=0
split_feature=14 15 16 2 48 15 3 43
split_gain=3.8741e-05 7.04437e-05 3.47659e-05 0.00010061 6.37432e-05 9.0717e-05 0.000118223 4.94483e-05
threshold=-1.0000000180025095e-35 -0.10653 -0.092484999999999984 0.092875000000000013 0.085325000000000012 -0.016799999999999995 0.10542000000000001 -0.073959999999999984
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -4 7 -7
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leaf_value=-0.00036308617253554411 0.00042126715896516819 0.00013234018541966513 -0.00054928089571982218 -0.00068268830657087782 0.00046913371674609297 8.757604366715571e-05 0.00063496771751471806 -0.00047075723724500015
leaf_weight=0.0010796559844178022 0.0014854577025429144 0.0012589280470866691 0.0011123182296967696 0.0010834669656643739 0.0010757626161834212 0.001490514454327606 0.001077736906221427 0.0010321686830526942
leaf_count=161 388 270 453 187 277 432 54 899
internal_value=0 2.86359e-05 -4.30951e-05 -0.000244649 3.84663e-05 -5.98409e-05 9.13673e-05 -0.000140869
internal_weight=0 0.00961635 0.0081309 0.0023424 0.0057885 0.00471274 0.00360042 0.00252268
internal_count=3121 2960 2572 457 2115 1838 1385 1331
is_linear=0
shrinkage=0.00196078


Tree=5383
num_leaves=8
num_cat=0
split_feature=3 39 457 3 3 1 1
split_gain=1.64396e-05 4.33841e-05 4.5673e-05 5.67419e-05 3.32189e-05 4.92545e-05 2.86078e-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=-0.015085568990881915 0.010020287001353049 0.01588655578819213 0.013173722687242024 -0.010005560892028566 -0.0087858455582871652 0.020509217720926724 -0.032570043252435517
leaf_weight=0.0010539913285287296 0.001380190263870317 0.0011802684863872186 0.0011594795354378708 0.0011620978329079537 0.0011104403018554095 0.0011878809254250357 0.001087820785640288
leaf_count=232 192 335 176 383 1291 348 164
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internal_weight=0 0.00794198 0.00676171 0.00560223 0.00335231 0.00229832 0.00224992
internal_count=3121 2929 2594 2418 1871 1639 547
is_linear=0
shrinkage=0.1


Tree=5384
num_leaves=9
num_cat=0
split_feature=15 151 0 47 4 3 0 43
split_gain=4.20866e-05 5.63663e-05 6.00007e-05 8.42176e-05 7.09485e-05 5.78489e-05 7.20387e-05 5.74342e-05
threshold=-0.24436499999999997 -0.086224999999999982 -0.061629999999999997 0.092710000000000015 0.053180000000000012 0.076840000000000006 0.10455500000000001 -0.0030899999999999994
decision_type=2 2 2 2 2 2 2 2
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right_child=1 2 5 -5 -6 -7 -8 -9
leaf_value=0.00037786867272776201 0.00039180132783289901 5.5510458406840172e-05 0.00061736812944295383 -0.00071216050508044783 0.00029264018996778807 -0.0002578096379106147 -9.0674813524256267e-05 -0.00049789953353060598
leaf_weight=0.0010094350531190633 0.0010245338083174791 0.0012469254059469261 0.0012071575071495328 0.001082339419498095 0.0012505622526511576 0.00109116781693646 0.0010186711254364812 0.0017094404423764848
leaf_count=253 269 1146 221 185 269 106 141 531
internal_value=0 -4.29615e-05 -9.47179e-05 -0.000224369 -9.8872e-05 0.000112023 0.000293326 -0.000264484
internal_weight=0 0.0096308 0.00860626 0.00528927 0.00420693 0.003317 0.00222583 0.00295637
internal_count=3121 2868 2599 2131 1946 468 362 1677
is_linear=0
shrinkage=0.00196078


Tree=5385
num_leaves=9
num_cat=0
split_feature=47 47 16 4 2 4 0 15
split_gain=8.17926e-05 0.00011112 5.19896e-05 5.41649e-05 7.09514e-05 6.2731e-05 5.77101e-05 8.14683e-05
threshold=0.13148500000000005 0.10254000000000001 -0.5048999999999999 0.055260000000000011 0.11093500000000002 -0.35136499999999998 -0.077999999999999986 -0.09095499999999998
decision_type=2 2 2 2 2 2 2 2
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right_child=-2 -3 3 -5 -6 6 -8 -9
leaf_value=0.00037813094917860313 -0.00054652776823447191 0.00064045120155724865 -0.00049842453437197877 -0.00040228885528056826 0.00039071531598295343 0.00021911844146344585 0.00035907102919818269 -0.00046995879003890515
leaf_weight=0.0010565414494362853 0.0010108900068661946 0.0010560832041075002 0.0012189832851344762 0.0016427769015411832 0.0013805064361220483 0.0012238466650970957 0.0012471001357172548 0.0014308939939779836
leaf_count=179 65 187 173 417 241 245 433 1181
internal_value=0 3.80557e-05 -3.10894e-05 -8.41778e-05 -3.79653e-06 -0.000110152 1.11495e-05 -0.000152291
internal_weight=0 0.0102567 0.00920065 0.00814411 0.00650133 0.00512082 0.00390184 0.00265474
internal_count=3121 3056 2869 2690 2273 2032 1859 1426
is_linear=0
shrinkage=0.00196078


Tree=5386
num_leaves=7
num_cat=0
split_feature=4 151 4 47 13 43
split_gain=1.86616e-05 2.73701e-05 5.75334e-05 4.15556e-05 4.10932e-05 1.18911e-05
threshold=0.27287000000000006 -0.024429999999999997 -0.0029599999999999995 0.092165000000000011 -0.076384999999999995 -0.084794999999999995
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=0.011470257775262477 0.010037046517594456 0.01706121992941256 -0.024677780974216908 -0.00064764302016327279 0.0024654814780945855 -0.012396946745808889
leaf_weight=0.0012585142308599888 0.0015300440361473771 0.001428748579043509 0.0017671949494079847 0.0012140193922136303 0.0010996077678708932 0.0010546154466308264
leaf_count=451 352 614 485 147 275 797
internal_value=0 -0.00203868 -0.00462867 -0.0148922 0.00391107 -0.00481053
internal_weight=0 0.0078227 0.00656419 0.00298121 0.00358297 0.00215422
internal_count=3121 2769 2318 632 1686 1072
is_linear=0
shrinkage=0.1


Tree=5387
num_leaves=9
num_cat=0
split_feature=15 14 15 1 4 0 43 16
split_gain=4.06858e-05 3.86278e-05 5.56775e-05 7.20649e-05 9.65643e-05 7.56322e-05 6.44952e-05 7.43302e-08
threshold=0.091650000000000023 -1.0000000180025095e-35 -0.10653 0.10587000000000001 0.0061450000000000003 -0.084269999999999984 -0.084004999999999982 0.052820000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7 -5
right_child=-2 2 3 7 -6 6 -8 -9
leaf_value=-0.00032288213021958238 -0.00037580262807979965 0.00041591454876694657 -0.00045565507065464963 -0.00030162159444487366 0.00061361519585852533 0.00044472218107776356 -0.00013053224777343108 -0.00032552239550671323
leaf_weight=0.0010521719465033828 0.0010379713619732825 0.0015208373649304285 0.0011144261113834168 0.0010008847303631047 0.001195458424945034 0.0014258639580551321 0.0015792449530896333 0.0010001755872451334
leaf_count=159 497 388 689 190 289 249 555 105
internal_value=0 3.22651e-05 7.4551e-05 3.58943e-06 0.000122997 -1.93767e-05 0.000142414 -0.000313568
internal_weight=0 0.00988906 0.00883689 0.00731605 0.00531499 0.00411954 0.00300511 0.00200106
internal_count=3121 2624 2465 2077 1782 1493 804 295
is_linear=0
shrinkage=0.00196078


Tree=5388
num_leaves=8
num_cat=0
split_feature=14 15 4 1 4 3 1
split_gain=4.26988e-05 6.94123e-05 4.0605e-05 6.03119e-05 9.16791e-05 5.20343e-05 4.92044e-05
threshold=-1.0000000180025095e-35 -0.10653 -0.083854999999999985 0.095285000000000022 0.053925000000000008 -0.08824499999999999 0.086560000000000012
decision_type=2 2 2 2 2 2 2
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right_child=1 2 3 4 -6 -7 -8
leaf_value=-0.00037697719459761766 0.00042009843806794503 -0.00010796154292176773 -0.00012688728913151211 0.00047093536966918704 -0.00025264107620911471 0.00041869851248748041 -0.00068092433684599886
leaf_weight=0.0010691473029175837 0.0015238013540405252 0.0014654504953179011 0.0014943327320601405 0.0011973034091929142 0.0015380488177147338 0.0014202776967478889 0.0010488610444028775
leaf_count=161 388 374 1221 259 155 258 305
internal_value=0 3.59281e-05 -3.57745e-05 -0.000138017 6.40788e-05 0.000151246 -0.000355383
internal_weight=0 0.00968808 0.00816427 0.00527855 0.00273535 0.00288573 0.00254319
internal_count=3121 2960 2572 1940 414 632 1526
is_linear=0
shrinkage=0.00196078


Tree=5389
num_leaves=7
num_cat=0
split_feature=52 52 52 12 43 0
split_gain=1.80625e-05 3.78712e-05 3.87778e-05 3.6906e-05 4.87009e-05 5.20493e-05
threshold=-0.24456499999999998 -0.081429999999999989 -0.0064899999999999992 0.09334000000000002 -0.0037449999999999996 -0.10474999999999998
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=-0.012766966646378275 0.016726561754977037 -0.017371669653576321 -0.0076932034977854682 -0.010287517058029846 0.0033579995584987381 0.031953413549391602
leaf_weight=0.0010002416560582128 0.0013596521016769978 0.001263527230633373 0.0014231081077600563 0.0017217730304297657 0.0015253988787641546 0.0010923709427704746
leaf_count=364 407 438 828 545 200 339
internal_value=0 0.00144994 -0.00150627 0.0019724 0.00719621 0.0152906
internal_weight=0 0.00838583 0.00702618 0.00576265 0.00404088 0.00261777
internal_count=3121 2757 2350 1912 1367 539
is_linear=0
shrinkage=0.1


Tree=5390
num_leaves=8
num_cat=0
split_feature=14 15 15 42 43 3 12
split_gain=5.34895e-05 8.94818e-05 5.69221e-05 3.94305e-05 9.50005e-05 8.38444e-05 6.18196e-05
threshold=-1.0000000180025095e-35 -0.10653 -0.092489999999999989 -1.0000000180025095e-35 -0.084004999999999982 0.092670000000000016 0.086850000000000024
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=-0.00041830501517194844 0.00045747250467323988 -0.00045535640752298131 -0.00028364362061409541 0.00051277872991913422 -0.00062240111612938233 0.00024944193925931847 -4.2536825893250183e-06
leaf_weight=0.0011253900551177519 0.0016008121199432871 0.0011415325215914738 0.0013732918451481108 0.001492730841550864 0.0011788718236948209 0.0019118509963927319 0.0013168164495531358
leaf_count=161 388 193 698 341 414 192 734
internal_value=0 3.25484e-05 -4.82853e-05 1.56015e-05 8.5251e-05 -5.95427e-05 -0.000296244
internal_weight=0 0.0100159 0.00841509 0.00727356 0.00590027 0.00440754 0.00249569
internal_count=3121 2960 2572 2379 1681 1340 1148
is_linear=0
shrinkage=0.00196078


Tree=5391
num_leaves=8
num_cat=0
split_feature=14 15 131 13 4 4 1
split_gain=2.53959e-05 6.55459e-05 3.50156e-05 3.95176e-05 6.91318e-05 6.91614e-05 0.000121297
threshold=-1.0000000180025095e-35 -0.10653 0.07635500000000002 -0.095304999999999987 0.08184000000000001 0.0061450000000000003 0.086455000000000018
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=-0.00030173431225256387 0.00040497113965583275 0.0002668540141804273 -0.00038188101765346196 0.00016209101093913179 -0.00053946924358078021 0.00044044551508720491 -0.00065810572105335274
leaf_weight=0.0010268144684518398 0.0014591198641667408 0.0016617178249886877 0.0010439000156960811 0.0019890030917043594 0.0010155095842538852 0.0011498687746587248 0.0010640861470768304
leaf_count=161 388 196 431 1166 129 190 460
internal_value=0 2.30655e-05 -4.72575e-05 3.51339e-06 -8.03422e-05 3.0591e-05 -0.00012377
internal_weight=0 0.00938321 0.00792409 0.00688019 0.00521847 0.00420296 0.00305309
internal_count=3121 2960 2572 2141 1945 1816 1626
is_linear=0
shrinkage=0.00196078


Tree=5392
num_leaves=7
num_cat=0
split_feature=2 2 52 4 13 15
split_gain=1.72494e-05 4.367e-05 3.5967e-05 4.76941e-05 3.30253e-05 1.91493e-05
threshold=0.099185000000000009 0.091185000000000002 -0.082554999999999976 -0.0016099999999999997 -0.08971999999999998 -0.074054999999999996
decision_type=2 2 2 2 2 2
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right_child=4 -3 3 -5 5 -7
leaf_value=-0.013628502431710777 0.017829857366368215 -0.02087557097901388 0.020142209420276891 -0.0047343035377135148 0.008015255647082848 -0.0092575013225008867
leaf_weight=0.0012177556405688198 0.0013259740075423666 0.00116525759538374 0.0014209104822687818 0.0016842179467067234 0.001157209100967351 0.0014412038879695853
leaf_count=361 200 403 1079 359 308 411
internal_value=0 -0.00369432 0.000936988 0.00664922 0.00498812 -0.00156504
internal_weight=0 0.00548814 0.00432288 0.00310513 0.00392439 0.00259841
internal_count=3121 2202 1799 1438 919 719
is_linear=0
shrinkage=0.1


Tree=5393
num_leaves=10
num_cat=0
split_feature=47 47 147 52 150 49 52 133 1
split_gain=0.000107373 9.6019e-05 6.79121e-05 8.39177e-05 8.83017e-05 8.88141e-05 0.000101489 8.85637e-05 9.50564e-05
threshold=0.13148500000000005 0.10254000000000001 1.0000000180025095e-35 0.11434500000000002 0.089910000000000018 -1.0000000180025095e-35 0.091275000000000009 0.076280000000000014 0.095285000000000022
decision_type=2 2 2 2 2 2 2 2 2
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right_child=-2 -3 -4 -5 -6 6 -8 -9 -10
leaf_value=0.00056662827985107548 -0.00061036483737453154 0.00058629322385908263 0.0004572769089578137 -0.00059937604892080284 -0.00053532945244165345 -0.00062864679120207614 0.00050993376330149228 0.00034564734907309137 4.3887302589639998e-05
leaf_weight=0.0011752682803066686 0.0010678972681782183 0.0011149197116015084 0.0010180411703645418 0.0010439593905404851 0.0010449854370011107 0.0017690648403018074 0.0010734137858582418 0.0010000344153335491 0.0014873206985842877
leaf_count=245 65 187 180 444 181 826 204 509 280
internal_value=0 4.15948e-05 -2.15855e-05 -7.8311e-05 -6.26278e-06 7.8727e-05 -2.88589e-05 -0.000164735 -0.000321474
internal_weight=0 0.010727 0.00961209 0.00859405 0.00755009 0.0065051 0.00532983 0.00425642 0.00325639
internal_count=3121 3056 2869 2689 2245 2064 1819 1615 1106
is_linear=0
shrinkage=0.00196078


Tree=5394
num_leaves=8
num_cat=0
split_feature=50 15 16 2 48 42 16
split_gain=1.83948e-05 2.97617e-05 3.90149e-05 4.178e-05 4.41572e-05 6.6178e-05 5.30401e-05
threshold=0.088425000000000017 -0.15026499999999995 -0.36241499999999999 0.10644500000000001 0.082620000000000013 0.084050000000000014 0.064860000000000015
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=0.017268537091966251 -0.012516705506399335 -0.017886901844850145 0.013069354141719766 0.017614885559565065 0.01541098430076384 -0.028200927903448414 -0.015828496797643806
leaf_weight=0.0010456940064842626 0.0010564396408824133 0.0011263704753544622 0.0015519113382389169 0.0013900747596509522 0.0011118642166025421 0.0010760563640309969 0.00107518199145562
leaf_count=326 560 216 600 352 266 665 136
internal_value=0 0.00148612 -0.000764946 0.00234309 -0.00206581 -0.00731319 0.00124242
internal_weight=0 0.00837715 0.00733146 0.00620509 0.00481501 0.00370315 0.00262709
internal_count=3121 2561 2235 2019 1667 1401 736
is_linear=0
shrinkage=0.1


Tree=5395
num_leaves=8
num_cat=0
split_feature=11 2 3 52 133 0 15
split_gain=2.57122e-05 3.90237e-05 8.36705e-05 7.65495e-05 9.92535e-05 7.48081e-05 6.66451e-05
threshold=0.079915000000000014 0.10912000000000001 0.12178000000000001 0.084960000000000022 0.061605000000000007 -0.10607499999999999 -0.015744999999999999
decision_type=2 2 2 2 2 2 2
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leaf_weight=0.0019597010838436719 0.0010105280424890532 0.0012929439567532916 0.0014218861753398232 0.0014946142658401277 0.001114216321824491 0.0010585745213830006 0.0010360388185547955
leaf_count=202 199 390 162 803 604 332 429
internal_value=0 1.8608e-05 0.000216764 -6.21287e-05 5.0888e-05 -9.15564e-05 -0.000349182
internal_weight=0 0.00937798 0.00271483 0.00666315 0.00516853 0.00405431 0.00209461
internal_count=3121 2922 552 2370 1567 963 761
is_linear=0
shrinkage=0.00196078


Tree=5396
num_leaves=8
num_cat=0
split_feature=1 42 133 15 151 2 0
split_gain=3.63186e-05 4.83746e-05 4.04471e-05 0.000107935 6.24831e-05 9.94463e-05 7.40374e-05
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decision_type=2 2 2 2 2 2 2
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internal_value=0 -5.45385e-05 -1.36621e-06 -7.0637e-05 5.35684e-05 0.000163669 0.000404225
internal_weight=0 0.00906072 0.00796379 0.00639283 0.00516526 0.00409731 0.002529
internal_count=3121 2842 2259 1593 912 702 469
is_linear=0
shrinkage=0.00196078


Tree=5397
num_leaves=7
num_cat=0
split_feature=1 42 16 52 52 0
split_gain=1.74527e-05 3.8755e-05 3.6455e-05 3.7588e-05 0.000113002 6.603e-05
threshold=0.12500000000000003 0.091545000000000015 -0.25582999999999995 1.0000000180025095e-35 -0.049749999999999996 -0.15202999999999997
decision_type=2 2 2 2 2 2
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leaf_count=233 279 601 68 761 529 650
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internal_weight=0 0.00805296 0.00705102 0.00541532 0.00377003 0.00238549
internal_count=3121 2842 2241 2008 1247 718
is_linear=0
shrinkage=0.1


Tree=5398
num_leaves=10
num_cat=0
split_feature=47 47 50 52 13 16 1 0 43
split_gain=8.65281e-05 0.00010209 6.57321e-05 7.44218e-05 5.90101e-05 8.31364e-05 7.95142e-05 7.95598e-05 4.58894e-05
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decision_type=2 2 2 2 2 2 2 2 2
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leaf_count=438 65 187 500 814 75 109 205 499 229
internal_value=0 3.86216e-05 -2.70078e-05 3.01156e-05 0.000100943 0.000233439 7.27067e-05 -0.000172635 -0.000134498
internal_weight=0 0.0104079 0.00934106 0.00833568 0.00727279 0.00465383 0.00338176 0.00203005 0.00261896
internal_count=3121 3056 2869 2369 1931 888 779 574 1043
is_linear=0
shrinkage=0.00196078


Tree=5399
num_leaves=9
num_cat=0
split_feature=15 16 1 42 13 1 52 16
split_gain=3.06343e-05 3.97205e-05 5.38255e-05 7.41402e-05 3.69135e-05 5.29355e-05 9.62856e-05 9.93721e-07
threshold=-0.24436499999999997 -0.36241499999999999 0.12811000000000003 0.088465000000000002 -0.13710499999999998 0.086560000000000012 -0.066844999999999988 -0.004174999999999999
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=0.00031557088770518431 -0.00031773113999731368 -0.00028395641906884449 0.00040632945826726586 -0.00052979753411044016 0.00030798723331483101 -0.00051405444021038118 0.00025772279754042422 0.0003951495866808948
leaf_weight=0.0010007805934267753 0.0016900058140961469 0.0011156873359133767 0.0011461774912231507 0.0010581587322014835 0.0010054983621518741 0.0010909681462645351 0.001444233344437492 0.0010060294513842805
leaf_count=253 248 84 96 753 887 266 238 296
internal_value=0 -4.49996e-05 1.3591e-05 -5.33896e-05 3.56387e-05 0.000114062 -7.43945e-05 0.00035158
internal_weight=0 0.00955676 0.00786675 0.00672058 0.00566242 0.00454673 0.0025352 0.00201153
internal_count=3121 2868 2620 2524 1771 1687 504 1183
is_linear=0
shrinkage=0.00196078


Tree=5400
num_leaves=8
num_cat=0
split_feature=14 15 43 51 43 48 16
split_gain=2.87475e-05 6.4333e-05 4.32373e-05 6.39599e-05 9.27113e-05 5.81054e-05 6.17117e-05
threshold=-1.0000000180025095e-35 -0.10653 -0.17390999999999998 -0.090529999999999985 -0.0037449999999999996 0.086260000000000017 -0.088159999999999988
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=-0.00031519728425010677 0.00040780149083780975 0.00026445160294311418 0.00034099403213259434 -0.00061358584702842899 0.00042580778968126975 -0.00041703094376033977 -0.00015337517359273088
leaf_weight=0.0010302803669264464 0.0014617669088839687 0.0014633620766173003 0.0010229458766725721 0.0014724263311613594 0.0013012350930510445 0.0011144996814589888 0.0015495378069753046
leaf_count=161 388 182 336 1295 239 122 398
internal_value=0 2.98422e-05 -3.98812e-05 -0.000108814 -0.000193432 -3.74162e-05 0.000110993
internal_weight=0 0.00938577 0.00792401 0.00646064 0.0054377 0.00396527 0.00285077
internal_count=3121 2960 2572 2390 2054 759 637
is_linear=0
shrinkage=0.00196078


Tree=5401
num_leaves=9
num_cat=0
split_feature=41 3 133 1 3 160 0 16
split_gain=0.000144351 0.000115935 8.27012e-05 0.000101052 0.000146277 5.90148e-05 7.61294e-05 9.57406e-05
threshold=1.0000000180025095e-35 -0.12018999999999998 0.083950000000000011 0.095285000000000022 0.084940000000000015 -1.0000000180025095e-35 -0.20211999999999997 -0.056919999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5 -7 -8
right_child=-2 2 -4 5 -6 6 7 -9
leaf_value=0.00053709400378451817 -0.00072707833678222649 -0.00083120174213228114 0.00033058555694305818 -0.0003509362908468853 4.8965534336824471e-05 -0.0002406607820032338 0.00068770277849212731 -9.2593370741037939e-05
leaf_weight=0.0015899232515803946 0.0010106840961196075 0.0015289128493519146 0.0019085601796954878 0.0010863226464997615 0.0013822661307535677 0.0011810955169102577 0.0014563644162354831 0.0010336300748752911
leaf_count=221 173 1082 965 173 109 74 170 154
internal_value=0 4.6753e-05 -3.46496e-05 -0.000125549 -0.000413287 5.05243e-05 0.000169322 0.000363791
internal_weight=0 0.0111671 0.00957715 0.00766859 0.00291118 0.00475741 0.00367109 0.00248999
internal_count=3121 2948 2727 1762 1191 571 398 324
is_linear=0
shrinkage=0.00196078


Tree=5402
num_leaves=10
num_cat=0
split_feature=47 47 147 52 150 49 52 133 1
split_gain=7.24006e-05 0.000115759 8.37915e-05 0.000124449 8.76062e-05 0.000115127 7.84786e-05 8.21686e-05 0.000122556
threshold=0.13148500000000005 0.10254000000000001 1.0000000180025095e-35 0.11434500000000002 0.088380000000000014 -1.0000000180025095e-35 0.091275000000000009 0.061605000000000007 0.095285000000000022
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=0.00063211987129670579 -0.00051456037988346871 0.00063681646567894854 0.00049471171385063149 -0.00073759498038709491 -0.00053074397502797912 -0.00070979609861948384 0.00043807387075344437 0.00028294340138698172 7.4675499211705312e-05
leaf_weight=0.0011608655773658935 0.0010282788851280001 0.0010861447198148152 0.0010111118894254598 0.0010405842819414856 0.0010778749053998744 0.001604466273348211 0.0010170512697505515 0.0011304316919792099 0.0014645817782751144
leaf_count=229 65 187 180 444 197 815 204 520 280
internal_value=0 3.03972e-05 -3.88845e-05 -0.000102389 -1.3729e-05 7.36543e-05 -5.06244e-05 -0.00016898 -0.000335438
internal_weight=0 0.0105931 0.00950697 0.00849586 0.00745527 0.0063774 0.00521653 0.00419948 0.00306905
internal_count=3121 3056 2869 2689 2245 2048 1819 1615 1095
is_linear=0
shrinkage=0.00196078


Tree=5403
num_leaves=7
num_cat=0
split_feature=52 52 12 4 15 1
split_gain=1.70384e-05 3.77616e-05 5.84567e-05 7.38459e-05 7.2469e-05 0.000129402
threshold=0.11434500000000002 0.070205000000000017 0.097825000000000009 -0.04890499999999999 -0.016799999999999995 0.11181500000000001
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=-0.024918372383239649 -0.010832806475836662 0.01773728301491451 0.017139965617917453 0.0089311799890736 0.022566002300266393 -0.033677672630393916
leaf_weight=0.0014875018727534377 0.0012880049853487572 0.0012250003112457743 0.0013841162660206156 0.0019035844180419368 0.0011370445692065337 0.0011393713607967598
leaf_count=558 501 562 334 669 245 252
internal_value=0 0.00153132 -0.00128396 -0.00578345 0.00102594 -0.00702282
internal_weight=0 0.00827662 0.00705162 0.0056675 0.00418 0.00304296
internal_count=3121 2620 2058 1724 1166 921
is_linear=0
shrinkage=0.1


Tree=5404
num_leaves=8
num_cat=0
split_feature=1 48 4 4 2 2 16
split_gain=1.76181e-05 4.78248e-05 5.43426e-05 4.77521e-05 3.76504e-05 9.50088e-05 2.8213e-05
threshold=0.111945 0.092475000000000016 -0.0016099999999999997 0.24564500000000003 0.084245000000000014 0.097220000000000015 -0.094359999999999986
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -2 -1 -6 -4
right_child=3 -3 6 -5 5 -7 -8
leaf_value=0.016327806697489424 -0.0040094024736809109 0.017069640135337089 -0.030750811049239553 0.022523110896344803 -0.027116323983882331 0.012398533750870987 -0.0076652827747679276
leaf_weight=0.0011098980488764023 0.001715794099368932 0.0010149421462706627 0.0010564353026185542 0.0011218211376932156 0.0011320329580917663 0.0013156415225394468 0.0010611066160947987
leaf_count=571 221 242 291 276 892 342 286
internal_value=0 -0.00292338 -0.00649895 0.00647995 0.00105062 -0.00587682 -0.0191826
internal_weight=0 0.00669006 0.00567511 0.00283762 0.00355757 0.00244767 0.00211754
internal_count=3121 2624 2382 497 1805 1234 577
is_linear=0
shrinkage=0.1


Tree=5405
num_leaves=9
num_cat=0
split_feature=133 0 12 42 15 15 16 1
split_gain=6.15028e-05 4.81943e-05 9.11164e-05 4.3327e-05 0.000152196 9.41469e-05 0.000154932 9.21244e-05
threshold=0.099660000000000012 -0.019414999999999998 0.085635000000000003 0.091295000000000015 0.024640000000000006 -0.0088349999999999974 -0.056919999999999991 0.10752500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 7 -1
right_child=-2 2 -4 -5 -6 -7 -8 -9
leaf_value=-0.00014405840472517297 -0.00046738289605499216 0.0007225588923008429 -9.3277520486634649e-05 0.00029202125876726342 -0.00072799477753295592 0.00056833201187530809 -0.00063683813418589485 0.00053906581040912027
leaf_weight=0.0017131639652875172 0.0010353421644243186 0.0010115894957308013 0.0010971642544334685 0.0013026943917985338 0.0012107665238849721 0.0010491158660468642 0.0013567193206849865 0.0013627163075084791
leaf_count=358 483 187 142 394 686 143 563 165
internal_value=0 3.44033e-05 0.000298087 -3.51441e-05 -9.8827e-05 4.01396e-05 -8.4874e-05 0.000158588
internal_weight=0 0.0101039 0.00210875 0.00799518 0.00669248 0.00548172 0.0044326 0.00307588
internal_count=3121 2638 329 2309 1915 1229 1086 523
is_linear=0
shrinkage=0.00196078


Tree=5406
num_leaves=8
num_cat=0
split_feature=49 1 47 4 52 13 151
split_gain=1.74786e-05 4.28102e-05 6.87468e-05 6.96131e-05 6.28853e-05 6.47537e-05 3.41174e-05
threshold=-0.047584999999999995 0.12337000000000002 0.092530000000000015 0.053180000000000012 0.0031350000000000002 -0.0034749999999999994 -0.0067699999999999991
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=0.020478076637952855 -0.0025969647381168933 0.014553653290703456 -0.029062430821397856 0.017699751017369751 0.0070269956632261089 -0.037382678936291124 -0.0050364335513840425
leaf_weight=0.0010665925409450347 0.0011092801750666368 0.0012409652865472401 0.0010537904441533866 0.0014320769588545622 0.0015572876043904774 0.0010339088102707746 0.0010303738062770501
leaf_count=232 688 244 244 313 889 340 171
internal_value=0 -0.00239733 -0.00579766 -0.00102105 -0.00826596 -0.0193782 0.00794116
internal_weight=0 0.00742731 0.00618634 0.00513255 0.00370048 0.00214319 0.00209697
internal_count=3121 2718 2474 2230 1917 1028 403
is_linear=0
shrinkage=0.1


Tree=5407
num_leaves=8
num_cat=0
split_feature=14 15 131 2 1 4 3
split_gain=4.20389e-05 6.26406e-05 3.85983e-05 3.87567e-05 4.97374e-05 9.12069e-05 5.78159e-05
threshold=-1.0000000180025095e-35 -0.10653 0.084390000000000007 0.10981000000000002 0.089175000000000018 -0.35136499999999998 -0.078934999999999991
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=-0.00038161255544689093 0.00040373346031581301 -0.00037395629460280552 -0.00039411544994007435 0.00028099575034444801 -0.00031106175207887119 -1.3483751263007195e-05 0.00060893097143122998
leaf_weight=0.0010425308687248653 0.0014809081037491763 0.0011414297522423203 0.0010070460097429401 0.0016335202443686159 0.0019805767542365343 0.0011240805563811455 0.001172050913169128
leaf_count=161 388 92 404 346 426 1004 300
internal_value=0 3.30859e-05 -3.50261e-05 1.62553e-05 -6.35615e-05 7.90376e-05 0.000304225
internal_weight=0 0.00953961 0.0080587 0.00705166 0.00541814 0.00343756 0.00229613
internal_count=3121 2960 2572 2168 1822 1396 1304
is_linear=0
shrinkage=0.00196078


Tree=5408
num_leaves=7
num_cat=0
split_feature=11 43 12 2 43 3
split_gain=1.8203e-05 3.05226e-05 6.00058e-05 3.90755e-05 3.51678e-05 5.57694e-05
threshold=0.078065000000000009 -0.067199999999999996 0.051320000000000005 0.089885000000000007 0.05259500000000001 0.12178000000000001
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=0.027979478643278419 -0.012779776235991273 -0.016461794176594702 -0.0012571110816063402 0.0092599443810405576 0.01682063971388062 -0.019315424594500575
leaf_weight=0.0011081423376055068 0.0010141614108758424 0.0015568317582983632 0.0019154055901349823 0.0014824940417676154 0.0011660042309831406 0.0012664341874665946
leaf_count=271 211 860 1010 390 230 149
internal_value=0 0.00139467 0.00945822 -0.00306103 0.00226799 -0.00390476
internal_weight=0 0.00849531 0.00302355 0.00547176 0.00391493 0.00274893
internal_count=3121 2910 1281 1629 769 539
is_linear=0
shrinkage=0.1


Tree=5409
num_leaves=9
num_cat=0
split_feature=15 151 0 52 0 4 43 13
split_gain=3.32438e-05 3.14422e-05 5.65724e-05 7.05016e-05 6.1057e-05 5.51347e-05 6.03481e-05 4.14635e-05
threshold=-0.24436499999999997 -0.085764999999999994 -0.11756999999999999 -0.068719999999999989 -0.10096999999999999 -0.0029599999999999995 -0.084004999999999982 -0.093839999999999993
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 6 -6 -8
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leaf_value=0.00032765367373337309 0.00028093466714758044 5.883207535610516e-05 0.00045004944840284209 -0.00059111358200633168 0.00033146945674053827 -0.00043335817988731583 0.00011746670684538285 -0.00042824404632151053
leaf_weight=0.0010185829786066641 0.0010203051513606167 0.0010948194402038147 0.0010559998321441454 0.001550227889852266 0.0016347595582973965 0.0012092945413343407 0.0010212916083658296 0.0011249309157031007
leaf_count=253 275 103 127 217 399 458 103 1186
internal_value=0 -4.46909e-05 -8.29172e-05 -0.000322093 2.17142e-05 -6.89264e-05 4.7632e-05 -0.000168565
internal_weight=0 0.00971163 0.00869132 0.00264505 0.00604628 0.00499028 0.00378098 0.00214622
internal_count=3121 2868 2593 320 2273 2146 1688 1289
is_linear=0
shrinkage=0.00196078


Tree=5410
num_leaves=8
num_cat=0
split_feature=1 4 15 15 16 0 133
split_gain=5.87423e-05 8.11649e-05 6.45068e-05 6.6192e-05 6.72726e-05 0.000106561 4.73184e-05
threshold=0.077565000000000009 -0.083854999999999985 1.0000000180025095e-35 -0.018314999999999994 -0.056919999999999991 -0.18113999999999997 1.0000000180025095e-35
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=0.00030257480134004061 -0.00012201231556381563 -0.00062665907284737549 -0.00027033453661738578 0.00061458530581549235 -0.00023640190591795663 0.00055893709731270392 -0.00029205319934351789
leaf_weight=0.0010412921856127063 0.0016856690519675976 0.001237538332439443 0.0015999759731121161 0.0010712408609601376 0.001734455283291368 0.0018567643259831436 0.0010170575587940896
leaf_count=223 119 1283 433 228 328 377 130
internal_value=0 -0.000229826 8.1523e-05 0.000170205 7.99929e-05 0.000234907 8.76132e-06
internal_weight=0 0.00329589 0.00794811 0.00634813 0.00527689 0.00354243 0.00205835
internal_count=3121 1636 1485 1052 824 496 353
is_linear=0
shrinkage=0.00196078


Tree=5411
num_leaves=7
num_cat=0
split_feature=1 4 15 12 3 1
split_gain=2.14646e-05 5.51139e-05 4.10429e-05 6.03281e-05 9.26654e-05 9.38808e-05
threshold=0.077565000000000009 -0.083854999999999985 1.0000000180025095e-35 0.09334000000000002 0.10893000000000001 0.094385000000000011
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=0.0033947153273983358 0.0042708651998802638 -0.025675172719913455 -0.012628608347555562 -0.014174909783299517 -0.0077089031696268356 0.040972684293566541
leaf_weight=0.0017386490089022323 0.0013673869488920092 0.001043693030921289 0.0013558550720420906 0.0010909385344133552 0.001520627779377887 0.0014214612474753785
leaf_count=353 252 1283 433 225 202 373
internal_value=0 -0.00750978 0.00292648 0.00683182 0.0121497 0.0229776
internal_weight=0 0.00278234 0.00675627 0.00540041 0.00430948 0.00278885
internal_count=3121 1636 1485 1052 827 625
is_linear=0
shrinkage=0.1


Tree=5412
num_leaves=7
num_cat=0
split_feature=42 49 42 52 13 15
split_gain=1.88746e-05 3.65293e-05 4.53521e-05 4.81533e-05 4.56841e-05 2.49351e-05
threshold=-1.0000000180025095e-35 -0.047584999999999995 0.091545000000000015 -0.0064899999999999992 -0.10278499999999999 -0.068899999999999975
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6
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leaf_weight=0.0015213222230444313 0.0018882187317261195 0.0016338027523610937 0.0010204684982707893 0.0010568125577016104 0.0011173811897707243 0.0012659732466378255
leaf_count=862 360 596 620 129 204 350
internal_value=0 0.0018429 -0.00192246 0.00194618 0.00865968 0.0163332
internal_weight=0 0.00798266 0.00609444 0.00507397 0.00344017 0.00238335
internal_count=3121 2259 1899 1279 683 554
is_linear=0
shrinkage=0.1


Tree=5413
num_leaves=8
num_cat=0
split_feature=133 0 13 15 15 16 47
split_gain=3.79986e-05 5.5479e-05 4.65639e-05 6.82678e-05 5.4371e-05 9.80799e-05 2.94911e-05
threshold=0.099660000000000012 -1.0000000180025095e-35 -0.094514999999999988 0.035560000000000008 -0.016799999999999995 -0.018494999999999998 0.09055500000000001
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 3 -5 -6 -7 -8
leaf_value=0.00024569878728253265 -0.0003708144047031124 0.00034813403098296673 0.00023729514941061577 -0.00056619458709894076 0.00034316988076446813 -0.00057368460225441656 -0.0001652610573562857
leaf_weight=0.0017352187809258034 0.0010156412164593715 0.0017151102669472956 0.0016990028107371669 0.0010791652744896948 0.0011945834084315897 0.0013196835715725266 0.001189557056691356
leaf_count=323 483 292 421 751 253 476 122
internal_value=0 2.73705e-05 -3.95798e-05 -0.000115948 -2.60159e-05 -0.000130816 7.15158e-05
internal_weight=0 0.00993232 0.00821721 0.00648199 0.00540283 0.00420824 0.00288856
internal_count=3121 2638 2346 2023 1272 1019 543
is_linear=0
shrinkage=0.00196078


Tree=5414
num_leaves=9
num_cat=0
split_feature=48 3 39 2 48 0 12 1
split_gain=3.94762e-05 5.72399e-05 6.9977e-05 0.000102853 7.22482e-05 7.99271e-05 6.54874e-05 8.45381e-05
threshold=-0.015314999999999997 0.13524500000000003 0.0046100000000000004 0.11215000000000001 0.091545000000000015 -0.053834999999999994 0.090455000000000021 0.086560000000000012
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=0.00036009743658201948 0.00015644835933439577 0.00029961099655342616 0.0003141761450036142 -0.00070515124399174987 0.00036117363775983957 -0.00062773015040421443 0.00030764198109637758 -0.00060685555617141557
leaf_weight=0.001006370918504306 0.0010640507473120087 0.0015423379725743097 0.0012611833238218859 0.001220027484630664 0.0011502826729620306 0.0011845495582924704 0.0013151690307711414 0.0011726162647190952
leaf_count=189 922 169 310 266 197 207 654 207
internal_value=0 -4.74897e-05 -0.000111466 -0.000187002 -7.96145e-05 -0.000186665 -3.95678e-05 -0.000243729
internal_weight=0 0.00991022 0.00836788 0.0071067 0.00588667 0.00473639 0.00355184 0.00223667
internal_count=3121 2932 2763 2453 2187 1990 1783 1129
is_linear=0
shrinkage=0.00196078


Tree=5415
num_leaves=8
num_cat=0
split_feature=52 13 3 2 3 42 1
split_gain=1.8075e-05 3.73931e-05 3.7923e-05 3.13016e-05 4.14582e-05 6.06219e-05 4.565e-05
threshold=0.11434500000000002 -0.23438999999999996 0.097915000000000016 0.10222000000000002 -0.078934999999999991 0.075730000000000006 0.089175000000000018
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=0.019462094362998301 -0.011097612034501651 0.0059725478796253239 -0.015356019348715465 0.016859475652612324 0.023434439614885609 -0.027383730750135352 -0.0045848672933623217
leaf_weight=0.0010279668535822257 0.0012931449401366113 0.0010674322021589967 0.0014537852125437595 0.0012308661420147816 0.0010623628425975753 0.0011129040373605245 0.0012845426266559997
leaf_count=137 501 593 137 481 256 741 275
internal_value=0 0.00161896 -0.000924355 0.0027193 -0.00112513 -0.0110534 0.0080985
internal_weight=0 0.00823986 0.00721189 0.00575811 0.00452724 0.00218034 0.00234691
internal_count=3121 2620 2483 2346 1865 1334 531
is_linear=0
shrinkage=0.1


Tree=5416
num_leaves=8
num_cat=0
split_feature=1 4 15 47 51 47 4
split_gain=1.97616e-05 4.69097e-05 3.65519e-05 5.14919e-05 4.65609e-05 3.70768e-05 3.32726e-05
threshold=0.077565000000000009 -0.083854999999999985 1.0000000180025095e-35 0.087235000000000021 0.086685000000000012 0.11069000000000002 0.024790000000000003
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=0.0028700526656827356 0.010358112583622693 -0.02399212236598405 -0.011868255195241102 -0.01896972173919971 -0.0026461286475762359 0.0066843652991590554 0.035616833361010576
leaf_weight=0.0017344651977283182 0.0010069146393556535 0.0010398496613967688 0.0013520148668027688 0.0010277748013734348 0.0010175257653239856 0.0012467638608744866 0.0010818147553668231
leaf_count=353 315 1283 433 148 142 147 300
internal_value=0 -0.00719824 0.0028308 0.00652418 0.0148951 -0.00490771 0.0234404
internal_weight=0 0.00277431 0.00673281 0.00538079 0.00310626 0.00227454 0.00208873
internal_count=3121 1636 1485 1052 757 295 615
is_linear=0
shrinkage=0.1


Tree=5417
num_leaves=7
num_cat=0
split_feature=1 12 2 3 13 4
split_gain=1.70634e-05 3.49088e-05 3.39459e-05 5.82393e-05 3.82716e-05 1.17293e-05
threshold=0.12500000000000003 0.098810000000000023 0.096015000000000017 0.0068900000000000012 -0.033284999999999988 -0.0029599999999999995
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=-0.016695125555118782 0.010078519530852129 -0.016367219913213372 0.024604768966313556 -0.003435442329857315 0.011191584666276616 -0.0038984969808996983
leaf_weight=0.0016382949377631438 0.0014067523703783823 0.0013753713753759805 0.0013334179295251655 0.0016664249793500591 0.0010489728988662536 0.0010120799278818746
leaf_count=1103 279 414 444 176 556 149
internal_value=0 -0.00185582 0.00112343 0.00902832 -0.00528673 0.0037816
internal_weight=0 0.00807456 0.00669919 0.00299984 0.00369935 0.00206105
internal_count=3121 2842 2428 620 1808 705
is_linear=0
shrinkage=0.1


Tree=5418
num_leaves=8
num_cat=0
split_feature=42 43 4 0 47 1 16
split_gain=1.83959e-05 4.19649e-05 5.70049e-05 5.62474e-05 4.62384e-05 4.34222e-05 1.40944e-05
threshold=-1.0000000180025095e-35 -0.074359999999999996 -0.27825499999999997 -0.073309999999999986 0.077555000000000013 0.10234000000000001 -0.092124999999999985
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=-0.010154297259045833 -0.0014234590265353308 -0.023634532168706864 0.0067106709416220062 0.030998538289073504 -0.015011607001065484 0.020882138494394901 -0.0097650608707106935
leaf_weight=0.0015202450687434111 0.0011403754088158053 0.0010518494185765915 0.0010379249237605183 0.0010081068639670797 0.0011848866608775701 0.0014805030327585964 0.0010389770864244728
leaf_count=862 665 198 170 238 142 268 578
internal_value=0 0.00185268 -0.00257354 0.0137895 0.00209783 0.00779657 -0.00153137
internal_weight=0 0.00794262 0.00579414 0.00214848 0.00474229 0.00355741 0.0020769
internal_count=3121 2259 1356 903 1158 1016 748
is_linear=0
shrinkage=0.1


Tree=5419
num_leaves=7
num_cat=0
split_feature=11 13 0 0 4 1
split_gain=1.65253e-05 2.82095e-05 3.57099e-05 4.42824e-05 5.45791e-05 3.48969e-05
threshold=1.0000000180025095e-35 -0.084034999999999985 -0.019414999999999998 -0.099059999999999995 0.25615500000000008 0.08844500000000001
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=-8.5213855891473596e-06 -0.011848804288406451 0.010646498426798406 0.012954574472820944 -0.019114077072805338 -0.017916480083817972 0.024049404714319621
leaf_weight=0.0013891258810756002 0.0010572297095648034 0.0019924826230195295 0.0012168839102127075 0.00170831731289683 0.0010071467958111414 0.0010653308675697267
leaf_count=563 244 238 215 1485 103 273
internal_value=0 0.00141879 -0.00231572 -0.0062627 0.00105628 0.0104336
internal_weight=0 0.00837929 0.00592483 0.00470795 0.00299963 0.00245446
internal_count=3121 2877 2041 1826 341 836
is_linear=0
shrinkage=0.1


Tree=5420
num_leaves=9
num_cat=0
split_feature=3 39 52 159 151 13 4 4
split_gain=3.99467e-05 5.24775e-05 7.07161e-05 4.94074e-05 5.4304e-05 9.55384e-05 8.24416e-05 8.26654e-05
threshold=0.13524500000000003 0.085220000000000004 0.11125500000000001 0.082585000000000006 -0.0083949999999999979 1.0000000180025095e-35 0.053180000000000012 -0.055319999999999994
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=-0.00031287601834066538 0.00028149749922756626 0.00033499206202652242 -0.00059694403057440745 -0.00044100867749098481 0.00044563452155935515 -0.00035449792026193556 0.00068284316056543989 -0.00032164057141038959
leaf_weight=0.0014004386483851671 0.0015860535018936408 0.0011577599437893804 0.0010090366797340976 0.0010204845021011292 0.0010669881774754001 0.0011780747271430423 0.0012969122960851572 0.0010927596580193766
leaf_count=305 192 302 444 326 710 341 172 329
internal_value=0 -5.5379e-05 -0.00011142 -4.19851e-05 2.54856e-05 0.000127725 0.000292073 5.74192e-05
internal_weight=0 0.00922245 0.00806469 0.00705566 0.00603517 0.00463473 0.00345666 0.00215975
internal_count=3121 2929 2627 2183 1857 1552 1211 1039
is_linear=0
shrinkage=0.00196078


Tree=5421
num_leaves=8
num_cat=0
split_feature=1 4 15 3 1 1 1
split_gain=1.71109e-05 3.60113e-05 3.01049e-05 5.04826e-05 5.54846e-05 0.000104613 3.70869e-05
threshold=0.077565000000000009 -0.083854999999999985 1.0000000180025095e-35 -0.10519499999999998 0.094385000000000011 0.11181500000000001 0.12958500000000003
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=0.0021243960243986781 0.025550747090019151 -0.021507202510924153 -0.010687930600048261 -0.018250452872482645 0.031592411897507243 -0.019587416077853716 0.0075923108039727327
leaf_weight=0.0017280040203965807 0.0010622966621368071 0.001028735823916356 0.0013472650662266408 0.0010925656458827941 0.0011732990129488929 0.0010036234305292931 0.0010045027493173647
leaf_count=353 214 1283 433 226 237 180 195
internal_value=0 -0.00669424 0.00266903 0.0060413 0.00119224 0.00786926 -0.0059916
internal_weight=0 0.00275674 0.00668355 0.00533629 0.00427399 0.00318143 0.00200813
internal_count=3121 1636 1485 1052 838 612 375
is_linear=0
shrinkage=0.1


Tree=5422
num_leaves=8
num_cat=0
split_feature=4 12 150 52 3 15 3
split_gain=4.15544e-05 4.77548e-05 7.25062e-05 4.87778e-05 9.40472e-05 6.94009e-05 9.38997e-05
threshold=0.27287000000000006 -0.040564999999999997 0.086615000000000011 0.10160000000000001 0.084940000000000015 0.088345000000000021 -0.10519499999999998
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=-0.00043009733805141352 0.00027480800920753266 0.00027285732096875092 -0.0004190270190701409 -0.00023544507774974873 0.00061447845362900481 0.00040415944581329461 -0.00049273758869548259
leaf_weight=0.0011444322531790245 0.0017439291607056458 0.0010620586772715629 0.001327065723024737 0.0014342260741257639 0.0013634409850755147 0.0011836239377840353 0.0014662433019658446
leaf_count=233 352 206 222 489 139 410 1070
internal_value=0 -5.59487e-05 -1.30957e-06 8.38476e-05 0.000174075 1.2309e-05 -0.000171136
internal_weight=0 0.00898109 0.00783666 0.00650959 0.00507537 0.00371193 0.0025283
internal_count=3121 2769 2536 2314 1825 1686 1276
is_linear=0
shrinkage=0.00196078


Tree=5423
num_leaves=8
num_cat=0
split_feature=11 48 0 15 3 4 4
split_gain=1.80562e-05 2.78285e-05 0.00011367 5.68904e-05 8.83158e-05 5.22872e-05 9.61753e-06
threshold=1.0000000180025095e-35 0.016865000000000002 -0.20211999999999997 -0.016799999999999995 0.10542000000000001 -0.076779999999999987 0.11275500000000001
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=-0.022562943616492023 -0.012357056351025733 -0.010712333469338212 0.032442514035589655 0.0058092299673156763 0.03007907822577667 -0.022444489027042464 -0.0088001612682275156
leaf_weight=0.0010288543305209236 0.0010596050154359918 0.0012427803984510488 0.0011994325844187853 0.0018643650046544498 0.0010244257127905096 0.001009763118790241 0.0010024930959986649
leaf_count=550 244 81 476 822 71 554 323
internal_value=0 0.00149832 0.0104821 -0.00220162 0.00486865 -0.00411711 -0.0157709
internal_weight=0 0.00837211 0.00244221 0.0059299 0.00389855 0.00287413 0.00203135
internal_count=3121 2877 557 2320 1447 1376 873
is_linear=0
shrinkage=0.1


Tree=5424
num_leaves=9
num_cat=0
split_feature=48 16 52 13 0 16 1 3
split_gain=4.53252e-05 0.000121603 6.11553e-05 5.87093e-05 8.188e-05 0.000202984 5.24327e-05 5.46913e-05
threshold=0.11951500000000001 -0.5048999999999999 0.11434500000000002 0.17001000000000002 -0.077999999999999986 0.22339500000000004 0.094385000000000011 0.013900000000000001
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=0.0006345750080834655 -0.00039850945653079235 -0.00057473902815817111 -0.00048859010776400931 -0.00037196047863641794 0.00074777341016433996 -0.00035336914061687396 0.00019913947086446908 3.8107900985818775e-05
leaf_weight=0.0011420662430047966 0.001034168048102216 0.00119361453886617 0.0010545111834374234 0.0012588653844856443 0.0017586558766647892 0.0010151455984287198 0.0013718943607862626 0.0010544153061429196
leaf_count=192 114 1188 437 133 464 316 205 72
internal_value=0 3.29949e-05 -4.59112e-05 1.5089e-05 9.12954e-05 0.000344781 -0.000102941 -0.000287289
internal_weight=0 0.00984917 0.0087071 0.00765259 0.00639373 0.0027738 0.00361992 0.00224803
internal_count=3121 3007 2815 2378 2245 780 1465 1260
is_linear=0
shrinkage=0.00196078


Tree=5425
num_leaves=8
num_cat=0
split_feature=1 2 12 15 2 0 48
split_gain=1.91751e-05 3.28736e-05 2.75938e-05 9.05394e-05 6.98507e-05 8.1623e-05 8.39523e-05
threshold=0.077565000000000009 0.096540000000000015 0.10097500000000002 1.0000000180025095e-35 1.0000000180025095e-35 -0.15090499999999998 0.086035000000000014
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=-0.019277581487118927 -0.013777922089210824 0.0026938444456336944 0.017229788783462961 -0.026885002418635645 0.024634600606051202 0.037302530803791742 -0.014340563201939317
leaf_weight=0.0012255104396195681 0.0012771087926281748 0.0015325686412468939 0.0011112688252542949 0.0010241093284849134 0.0010017338749739235 0.0010173016327642056 0.0012327900077505789
leaf_count=1190 355 446 177 375 111 383 84
internal_value=0 -0.00706882 0.00284563 -3.291e-05 0.00603904 0.0138219 0.00313195
internal_weight=0 0.00275808 0.00666431 0.00555304 0.00452893 0.00325183 0.00223452
internal_count=3121 1636 1485 1308 933 578 195
is_linear=0
shrinkage=0.1


Tree=5426
num_leaves=7
num_cat=0
split_feature=52 12 1 1 1 12
split_gain=2.00723e-05 3.338e-05 4.46744e-05 0.000103981 4.08727e-05 4.58973e-05
threshold=0.11434500000000002 0.095110000000000014 0.11181500000000001 0.094385000000000011 0.086560000000000012 0.084100000000000022
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=0.013872726081932804 -0.011671922611947208 0.013187047807053411 -0.016812955807108693 0.028810737719655338 -0.02254444626071439 -0.01352474229544348
leaf_weight=0.0013329654423140508 0.0012827335010552774 0.0019512689242370167 0.0015026813748953731 0.001169896988770592 0.0010146597087958785 0.0011296486492072138
leaf_count=342 501 558 294 254 289 883
internal_value=0 0.00179127 -0.00182447 0.00302212 -0.00565422 0.00130498
internal_weight=0 0.00810112 0.00614985 0.00464717 0.00347727 0.00246261
internal_count=3121 2620 2062 1768 1514 1225
is_linear=0
shrinkage=0.1


Tree=5427
num_leaves=8
num_cat=0
split_feature=14 49 4 51 1 3 16
split_gain=4.75761e-05 4.63316e-05 4.88504e-05 4.44368e-05 4.4422e-05 5.5664e-05 9.50757e-05
threshold=-1.0000000180025095e-35 0.065470000000000014 0.181285 -0.090529999999999985 0.096125000000000016 -0.08824499999999999 -0.022939999999999999
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=-0.00039227032190963129 0.00024731072610934229 0.00042286745187551439 0.00029671573428647968 -0.00039753719540569894 -0.00050777341114325051 0.00036538470823539021 -0.0003221750570184792
leaf_weight=0.0011032523500071152 0.0012858936784467699 0.0010671179416894177 0.0016158274267983287 0.0013911610997581602 0.0011120617890502003 0.0018187738239942835 0.0013450672923494235
leaf_count=161 221 567 280 437 317 733 405
internal_value=0 3.75883e-05 -1.03926e-05 -8.17628e-05 -0.000156432 -7.06549e-05 7.30773e-05
internal_weight=0 0.0096359 0.00856879 0.00695296 0.00566706 0.004555 0.00316384
internal_count=3121 2960 2393 2113 1892 1575 1138
is_linear=0
shrinkage=0.00196078


Tree=5428
num_leaves=9
num_cat=0
split_feature=4 14 49 133 15 51 0 49
split_gain=5.86843e-05 6.36565e-05 7.46836e-05 5.27221e-05 7.52265e-05 0.000130028 0.000118399 7.80082e-05
threshold=-0.49013999999999996 -0.074569999999999984 0.10247500000000002 0.076280000000000014 1.0000000180025095e-35 -0.090529999999999985 -0.10151999999999999 -0.006494999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 -7
right_child=1 2 -4 -5 -6 6 -8 -9
leaf_value=-0.00045485663188225893 -0.00043201967130303054 0.00064288484587841563 0.00058607793682638519 0.00038652958912422899 -0.00040962394999061722 -0.0001816048515975146 -0.00058653736846302554 0.00048548010419179771
leaf_weight=0.0010244553398998874 0.0010005185718140507 0.0011847727515363528 0.0010307598574031311 0.0013068025994748241 0.0016381283609055251 0.0014146894320908807 0.0012863624381149858 0.0012871897716250891
leaf_count=169 149 123 306 830 809 139 466 130
internal_value=0 3.75523e-05 8.89055e-05 2.5778e-05 -4.34367e-05 7.25232e-05 -9.69122e-05 0.000136198
internal_weight=0 0.0101492 0.00914871 0.00811795 0.00681114 0.00517301 0.00398824 0.00270188
internal_count=3121 2952 2803 2497 1667 858 735 269
is_linear=0
shrinkage=0.00196078


Tree=5429
num_leaves=7
num_cat=0
split_feature=1 52 3 4 0 0
split_gain=1.97995e-05 6.16108e-05 7.61345e-05 3.988e-05 3.85547e-05 6.76793e-05
threshold=0.111945 0.10160000000000001 0.090900000000000009 0.24564500000000003 -0.084269999999999984 -0.055064999999999996
decision_type=2 2 2 2 2 2
left_child=1 2 4 -2 -1 -6
right_child=3 -3 -4 -5 5 -7
leaf_value=-0.015943150251509438 -0.0026662894276093165 -0.023273470328808089 0.021941763811598715 0.02171494910196356 0.022061564719130875 -0.01339812723147382
leaf_weight=0.0018563815047678623 0.0016951501212033758 0.0012261314257186462 0.0013676302151828211 0.0011102919246023819 0.0010404678406335387 0.0011151287237281121
leaf_count=948 221 500 147 276 786 243
internal_value=0 -0.00304447 0.00156617 0.00698292 -0.0053796 0.00371763
internal_weight=0 0.00660574 0.00537961 0.00280544 0.00401198 0.0021556
internal_count=3121 2624 2124 497 1977 1029
is_linear=0
shrinkage=0.1


Tree=5430
num_leaves=7
num_cat=0
split_feature=1 12 52 4 43 1
split_gain=1.70964e-05 3.521e-05 3.47479e-05 3.83821e-05 5.40602e-05 4.99556e-05
threshold=0.12500000000000003 0.098810000000000023 -0.088204999999999992 -0.0016099999999999997 -0.0037449999999999996 0.10752500000000002
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=-0.013972874382881438 0.01016726480798404 -0.016445401240165951 -0.0025632468603493091 -0.01406383003416212 0.026834422046683817 0.012910918061750163
leaf_weight=0.001231320457119915 0.0013944701630910815 0.0013668272266039571 0.0011359995465993766 0.0017182117497673661 0.001392082329036394 0.0011434240655884948
leaf_count=519 279 414 933 435 393 148
internal_value=0 -0.00183293 0.00118362 0.00464623 0.0136245 -0.00328553
internal_weight=0 0.00798787 0.00662104 0.00538972 0.00252808 0.00286164
internal_count=3121 2842 2428 1909 1326 583
is_linear=0
shrinkage=0.1


Tree=5431
num_leaves=9
num_cat=0
split_feature=14 15 15 4 0 13 0 3
split_gain=5.78658e-05 6.18514e-05 4.94771e-05 5.6268e-05 5.53545e-05 8.05949e-05 0.00011978 0.000120773
threshold=-1.0000000180025095e-35 -0.10653 -0.092489999999999989 -0.49013999999999996 -0.019414999999999998 -0.095304999999999987 -0.11013499999999998 -0.081164999999999987
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 -7 -8
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leaf_weight=0.0011405919626605492 0.0015556274184612183 0.0011572268263766511 0.0010097062358226808 0.0010537615387413634 0.0015330257057352163 0.0015527849702693399 0.001019733919410272 0.0011383955185847766
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internal_weight=0 0.0100203 0.00846463 0.00730741 0.0062977 0.00476468 0.00371091 0.00215813
internal_count=3121 2960 2572 2379 2210 2080 1898 1729
is_linear=0
shrinkage=0.00196078


Tree=5432
num_leaves=9
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split_feature=133 0 0 42 15 151 16 4
split_gain=3.82228e-05 4.26685e-05 3.96678e-05 7.46276e-05 7.18479e-05 9.10624e-05 9.66837e-05 5.85172e-05
threshold=0.099660000000000012 1.0000000180025095e-35 -0.053834999999999994 0.091295000000000015 1.0000000180025095e-35 -0.044604999999999992 -0.15241499999999997 0.0061450000000000003
decision_type=2 2 2 2 2 2 2 2
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right_child=-2 -3 -4 -5 -6 6 7 -9
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internal_value=0 3.17409e-05 -2.76585e-05 2.56665e-05 -6.53856e-05 4.66352e-05 0.000208651 -1.4642e-05
internal_weight=0 0.00962232 0.00797239 0.00694069 0.00578125 0.00457874 0.0034086 0.00233913
internal_count=3121 2638 2346 2172 1830 1144 783 602
is_linear=0
shrinkage=0.00196078


Tree=5433
num_leaves=7
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split_feature=159 151 4 13 43 2
split_gain=1.66381e-05 3.10313e-05 6.59744e-05 5.06465e-05 0.000113548 6.03212e-05
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decision_type=2 2 2 2 2 2
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leaf_weight=0.0010069049604006499 0.0016913017460541387 0.0010808176985851012 0.0012804324298792639 0.0013765575876324154 0.001036143793937328 0.0019407800158987173
leaf_count=509 512 414 305 342 654 385
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internal_weight=0 0.00840603 0.00671473 0.0054343 0.00405774 0.00297692
internal_count=3121 2612 2100 1795 1453 1039
is_linear=0
shrinkage=0.1


Tree=5434
num_leaves=7
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split_feature=15 2 16 13 13 15
split_gain=2.08406e-05 3.88593e-05 5.42644e-05 4.0092e-05 5.14241e-05 5.51136e-05
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decision_type=2 2 2 2 2 2
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leaf_count=484 311 268 490 299 668 601
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internal_weight=0 0.00764146 0.00271553 0.00492593 0.0038964 0.00243793
internal_count=3121 2637 801 1836 1537 1269
is_linear=0
shrinkage=0.1


Tree=5435
num_leaves=7
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split_feature=133 42 47 0 159 52
split_gain=1.72361e-05 3.95348e-05 3.49033e-05 3.79631e-05 5.77662e-05 0.000111607
threshold=0.09389500000000002 0.091295000000000015 0.092165000000000011 -0.22491999999999998 0.076905000000000015 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=0.0097530356041619394 -0.012264050542522074 0.017793516265599496 0.011045367341500514 -0.032622505108020859 0.0098473411494708878 0.0066457935788476882
leaf_weight=0.0012646794532026884 0.0010273280571120149 0.0012586397630396104 0.0016999844107947418 0.001834492337760214 0.0010755138314150767 0.0011954178615546217
leaf_count=103 539 408 227 844 363 637
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internal_weight=0 0.00832873 0.00707009 0.0053701 0.00410542 0.00302991
internal_count=3121 2582 2174 1947 1844 1481
is_linear=0
shrinkage=0.1


Tree=5436
num_leaves=7
num_cat=0
split_feature=15 43 16 13 457 1
split_gain=1.8087e-05 3.34048e-05 6.67971e-05 3.88938e-05 5.61109e-05 5.88623e-05
threshold=-0.11713499999999999 -0.17390999999999998 0.22339500000000004 -0.094514999999999988 0.069910000000000014 0.086560000000000012
decision_type=2 2 2 2 2 2
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leaf_value=-0.0092493292799606889 0.016037599862654944 0.02008412104527367 -0.0218470314164948 0.008268299756300777 0.018970484389686335 -0.021220076654596277
leaf_weight=0.0017362494408447353 0.001396193017925474 0.0011654968147679409 0.0012395297588112669 0.0012054546819239462 0.001040853781028396 0.0015438715733300582
leaf_count=484 184 237 385 1148 192 491
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internal_weight=0 0.0075914 0.00619521 0.00495568 0.00379018 0.00274933
internal_count=3121 2637 2453 2068 1831 1639
is_linear=0
shrinkage=0.1


Tree=5437
num_leaves=7
num_cat=0
split_feature=1 12 49 52 43 0
split_gain=1.7467e-05 3.42341e-05 3.79357e-05 3.91577e-05 4.1231e-05 3.50383e-05
threshold=0.12500000000000003 0.098810000000000023 -0.048674999999999989 -0.07167999999999998 -0.0037449999999999996 -0.14649999999999996
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 4 5 -7
leaf_value=0.014519721867770636 0.01032288524613058 -0.016340720766416624 -0.020069110685606031 -0.012005585040042274 0.02374442212641302 -0.00055680025203277874
leaf_weight=0.0016008887631184113 0.0013849118095070187 0.0013519803816917321 0.0010756945562122081 0.0014310009603124107 0.0010014230757271828 0.0014558962172416283
leaf_count=328 279 414 517 1026 113 444
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internal_weight=0 0.00791688 0.0065649 0.00496401 0.00388832 0.00245732
internal_count=3121 2842 2428 2100 1583 557
is_linear=0
shrinkage=0.1


Tree=5438
num_leaves=9
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split_feature=47 47 42 457 52 0 1 2
split_gain=8.25549e-05 9.72322e-05 6.5169e-05 6.8028e-05 6.3697e-05 0.000103295 0.000110324 0.000110473
threshold=0.13148500000000005 0.10254000000000001 -0.085499999999999979 0.088350000000000026 0.11434500000000002 -0.14920999999999998 0.095025000000000012 0.09678500000000001
decision_type=2 2 2 2 2 2 2 2
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right_child=-2 -3 3 -5 -6 6 -8 -9
leaf_value=-0.00050095447161779198 -0.00055411303788099713 0.00059831165994057454 -0.00040218340436603444 0.00048597341883734399 -0.00049127147172709797 -0.00033412519726973039 0.00064708172771848755 0.00040133083770230242
leaf_weight=0.0010068275218077351 0.0010063180164798921 0.0010547969411363973 0.001555704073988127 0.0010810596696245794 0.0010363996819600426 0.0018204218108748246 0.0013755451351190008 0.0013808844018492136
leaf_count=432 65 187 142 139 398 1042 446 270
internal_value=0 3.42613e-05 -3.00111e-05 2.74626e-05 -4.16796e-05 3.43013e-05 0.000182665 -1.6886e-05
internal_weight=0 0.0103116 0.00925684 0.00825001 0.00716896 0.00613256 0.00457685 0.00320131
internal_count=3121 3056 2869 2437 2298 1900 1758 1312
is_linear=0
shrinkage=0.00196078


Tree=5439
num_leaves=7
num_cat=0
split_feature=15 2 0 16 4 15
split_gain=1.59074e-05 3.28326e-05 5.06023e-05 3.73633e-05 8.25447e-05 4.01875e-05
threshold=-0.11713499999999999 0.084245000000000014 -0.083914999999999976 -0.010264999999999998 -0.10429499999999998 -0.03241999999999999
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 5 -5 -3
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leaf_value=-0.0086889299199169098 0.024055115483161221 -5.8980715190780196e-05 -0.0033660651809228541 -0.0096740420586218113 0.026893633028422327 -0.026362848899863296
leaf_weight=0.0017346267943255216 0.0013909909717877529 0.0012709359265421711 0.0013037295889116744 0.0014952378267400347 0.0010513327013209393 0.0010696987062871668
leaf_count=484 333 390 468 237 517 692
internal_value=0 0.00192641 0.0107885 -0.00296 0.00542265 -0.0120802
internal_weight=0 0.00758193 0.00269472 0.00488721 0.00254657 0.00234063
internal_count=3121 2637 801 1836 754 1082
is_linear=0
shrinkage=0.1


Tree=5440
num_leaves=7
num_cat=0
split_feature=484 160 16 0 12 52
split_gain=1.46985e-05 4.05021e-05 5.73288e-05 8.07396e-05 6.69044e-05 4.36089e-05
threshold=0.084040000000000017 -1.0000000180025095e-35 -0.056919999999999991 -0.20211999999999997 0.088365000000000013 0.091275000000000009
decision_type=2 2 2 2 2 2
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right_child=-2 2 5 4 -6 -7
leaf_value=-0.018651055627691638 0.01100148871419307 -0.014413777595344585 -0.019069466961220621 0.031158327281248649 0.0016520173967152663 0.0063871195730631674
leaf_weight=0.0011766656342286482 0.0010664493226149119 0.0010987782934345222 0.0017896694278481591 0.0016196057906891586 0.0014622907905340341 0.0010784483334046265
leaf_count=632 368 89 713 624 616 79
internal_value=0 -0.00147633 0.00139067 0.00886039 0.0171582 -0.00949747
internal_weight=0 0.00822546 0.00704879 0.00418067 0.0030819 0.00286812
internal_count=3121 2753 2121 1329 1240 792
is_linear=0
shrinkage=0.1


Tree=5441
num_leaves=8
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split_feature=11 3 3 43 13 4 4
split_gain=6.41539e-05 5.02147e-05 6.21769e-05 5.57874e-05 4.74593e-05 6.61204e-05 0.000103119
threshold=0.079915000000000014 -0.12018999999999998 -0.078934999999999991 -0.067199999999999996 -0.095304999999999987 0.0061450000000000003 0.09173000000000002
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=0.00040050170843200928 -0.00047482318924610097 -0.00036308212499898396 0.00038678612652141918 0.00024971883867323786 -0.00049325615110043703 0.00045902213411113166 -0.00035291182159439047
leaf_weight=0.0012774201969421436 0.001037394839820638 0.001613449862797595 0.0015899569466344184 0.001621201544669354 0.0013805873190538293 0.001179509430308294 0.0012269940866734663
leaf_count=158 199 1392 466 213 406 128 159
internal_value=0 3.77212e-05 -1.60921e-05 6.39067e-05 -3.1015e-05 -0.000151193 4.50447e-05
internal_weight=0 0.00988912 0.0086117 0.00699825 0.00540829 0.00378709 0.0024065
internal_count=3121 2922 2764 1372 906 693 287
is_linear=0
shrinkage=0.00196078


Tree=5442
num_leaves=7
num_cat=0
split_feature=1 457 151 2 12 1
split_gain=1.79337e-05 3.10674e-05 4.73721e-05 5.78882e-05 4.20358e-05 9.39938e-05
threshold=0.12500000000000003 0.045365000000000009 -0.0017399999999999998 0.11293500000000002 0.095330000000000012 0.083835000000000007
decision_type=2 2 2 2 2 2
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leaf_value=-0.024589866799265087 0.010460394426218506 0.012398076993861917 0.015011156135534507 0.020571622237071509 -0.021900266590821744 -0.018343607545045493
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leaf_count=305 279 271 1048 271 427 520
internal_value=0 -0.00188389 -0.00463421 -0.00105483 -0.0058148 -0.000144851
internal_weight=0 0.00790924 0.00663208 0.00562343 0.00460899 0.00340779
internal_count=3121 2842 2571 2266 1995 1568
is_linear=0
shrinkage=0.1


Tree=5443
num_leaves=7
num_cat=0
split_feature=1 43 3 0 16 3
split_gain=1.67552e-05 3.97446e-05 3.2653e-05 5.74277e-05 4.01969e-05 3.52057e-05
threshold=0.077565000000000009 0.070450000000000013 0.083060000000000009 -0.077999999999999986 -0.062804999999999986 -0.078934999999999991
decision_type=2 2 2 2 2 2
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leaf_value=-0.016981614202005575 -0.014395585385279431 0.0074685472664631318 0.004741159347599385 0.024782036520719704 -0.018591574256811148 0.011683454883587073
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leaf_count=1424 319 212 223 529 163 251
internal_value=0 -0.00663382 0.00270084 0.00930307 -0.00486062 -0.00132181
internal_weight=0 0.00272357 0.00654073 0.00349185 0.00304888 0.00207058
internal_count=3121 1636 1485 1099 386 570
is_linear=0
shrinkage=0.1


Tree=5444
num_leaves=7
num_cat=0
split_feature=50 484 43 43 48 2
split_gain=1.55287e-05 2.8008e-05 3.42e-05 6.10277e-05 4.82612e-05 5.32749e-05
threshold=0.088425000000000017 0.073690000000000019 -0.14968999999999996 -0.00067499999999999993 0.085875000000000021 0.10276500000000001
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=0.012238592459724413 -0.011482102611961496 0.016049597004749557 -0.023238101404029352 0.020485814675926695 -0.013541987087843427 -0.0078939539085795957
leaf_weight=0.0015454943688678882 0.0010510316127068193 0.0011296092271577025 0.0013316598991784719 0.0016470310007066732 0.0014329869914066515 0.0011053997303144469
leaf_count=212 560 342 1190 384 167 266
internal_value=0 0.00142923 -0.000909197 -0.00459228 0.0013402 0.00908826
internal_weight=0 0.00819218 0.00706257 0.00551708 0.00418542 0.00275243
internal_count=3121 2561 2219 2007 817 650
is_linear=0
shrinkage=0.1


Tree=5445
num_leaves=6
num_cat=0
split_feature=42 160 43 16 0
split_gain=1.53444e-05 4.73905e-05 5.41244e-05 5.71037e-05 8.04156e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 -0.056919999999999991 -0.20211999999999997
decision_type=2 2 2 2 2
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leaf_weight=0.0014889742439015774 0.0018439878868855989 0.0015490046253649609 0.0010940062253255718 0.0014901471605817951 0.0017542652660993544
leaf_count=862 828 482 89 322 538
internal_value=0 0.00175512 0.00613672 0.000407516 0.00870584
internal_weight=0 0.00773141 0.00588742 0.00433842 0.00284827
internal_count=3121 2259 1431 949 627
is_linear=0
shrinkage=0.1


Tree=5446
num_leaves=7
num_cat=0
split_feature=11 48 0 15 3 12
split_gain=1.68707e-05 2.78019e-05 8.8526e-05 5.82729e-05 9.24177e-05 4.16054e-05
threshold=1.0000000180025095e-35 0.016865000000000002 -0.20211999999999997 -0.016799999999999995 0.10542000000000001 0.088365000000000013
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 4 -6 -7
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internal_weight=0 0.00816664 0.00238566 0.00578098 0.00378596 0.00278287
internal_count=3121 2877 557 2320 1447 1376
is_linear=0
shrinkage=0.1


Tree=5447
num_leaves=8
num_cat=0
split_feature=14 15 16 2 160 43 13
split_gain=3.65307e-05 6.93364e-05 2.99496e-05 9.02203e-05 5.77158e-05 5.9554e-05 7.36786e-05
threshold=-1.0000000180025095e-35 -0.10653 -0.088394999999999987 0.092875000000000013 -0.063384999999999983 -0.15582499999999996 -0.084034999999999985
decision_type=2 2 2 2 2 2 2
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internal_value=0 3.77576e-05 -3.53183e-05 -0.000217034 4.54491e-05 -6.388e-05 -0.000204611
internal_weight=0 0.00930843 0.00784549 0.0024141 0.0054314 0.00420202 0.00308185
internal_count=3121 2960 2572 594 1978 1484 1339
is_linear=0
shrinkage=0.00196078


Tree=5448
num_leaves=8
num_cat=0
split_feature=15 16 1 42 13 42 1
split_gain=4.12633e-05 5.03876e-05 7.13915e-05 9.43784e-05 5.25955e-05 5.34906e-05 7.49628e-05
threshold=-0.24436499999999997 -0.36241499999999999 0.12873500000000002 0.088915000000000008 -0.13710499999999998 -1.0000000180025095e-35 0.086560000000000012
decision_type=2 2 2 2 2 2 2
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leaf_weight=0.0010245822398815821 0.0017133543945467141 0.0011246067518688773 0.0011588036391667056 0.0010265171318263851 0.0011237647635928567 0.0016491281808253019 0.0019532769758366379
leaf_count=253 248 86 92 719 778 598 347
internal_value=0 -4.13752e-05 2.3713e-05 -5.21494e-05 4.40636e-05 0.00013475 0.000251258
internal_weight=0 0.00974945 0.0080361 0.00687729 0.00585078 0.00472617 0.00360241
internal_count=3121 2868 2620 2528 1809 1723 945
is_linear=0
shrinkage=0.00196078


Tree=5449
num_leaves=7
num_cat=0
split_feature=1 2 12 47 4 0
split_gain=2.06695e-05 3.67633e-05 2.71625e-05 5.01601e-05 9.43916e-05 3.91934e-05
threshold=0.077565000000000009 0.096540000000000015 -0.010834999999999999 0.092530000000000015 -0.011209999999999999 -0.14920999999999998
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=-0.020509663719172438 0.017899931208909075 0.0029558232849093667 -0.015760787037032733 -0.016600213300658136 0.0066802009719449176 0.03104859798798025
leaf_weight=0.0011919052359394369 0.0010332451370604736 0.0015179653267752406 0.0013723168113019767 0.0013388491649936147 0.0016665096135489166 0.0010928469098776933
leaf_count=1190 343 446 582 207 127 226
internal_value=0 -0.0073652 0.00302979 0.000221187 0.00567208 0.0163313
internal_weight=0 0.00270987 0.00650377 0.00547052 0.00413167 0.00275936
internal_count=3121 1636 1485 1142 935 353
is_linear=0
shrinkage=0.1


Tree=5450
num_leaves=8
num_cat=0
split_feature=14 15 16 2 160 43 0
split_gain=3.5526e-05 6.08836e-05 2.80176e-05 8.99285e-05 7.0425e-05 6.47533e-05 8.00295e-05
threshold=-1.0000000180025095e-35 -0.10653 -0.088394999999999987 0.092875000000000013 -0.063384999999999983 -0.15582499999999996 -0.082974999999999979
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=-0.0003551810265048731 0.00039834586293484715 0.00011959943831724112 0.0004530300766297074 -0.00064712539684744132 0.00032433535535859284 0.00012980436610345454 -0.00051075583173680096
leaf_weight=0.0010168287485127813 0.0014601307978552294 0.0013492970614759859 0.0012277080282536382 0.001042579317600956 0.0011080337624367613 0.0013377704590930742 0.0017063686536983366
leaf_count=161 388 394 494 200 145 428 911
internal_value=0 3.09803e-05 -3.80391e-05 -0.000214603 4.04607e-05 -8.15271e-05 -0.000229257
internal_weight=0 0.00923189 0.00777176 0.00239188 0.00537988 0.00415217 0.00304414
internal_count=3121 2960 2572 594 1978 1484 1339
is_linear=0
shrinkage=0.00196078


Tree=5451
num_leaves=8
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split_feature=14 15 16 2 2 2 1
split_gain=4.06997e-05 8.39871e-05 3.20355e-05 8.35229e-05 6.31561e-05 7.47966e-05 5.00099e-05
threshold=-1.0000000180025095e-35 -0.10653 -0.088394999999999987 0.092875000000000013 0.10644500000000001 0.090050000000000005 0.091095000000000023
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=-0.00037417604979232824 0.00045325597875698546 7.9722145218503787e-05 0.00033513800753725637 -0.00064539427176142552 0.00039653835679402254 -0.00046591982154775422 -0.00018375198132300873
leaf_weight=0.0010738352478545975 0.0015074794334328191 0.0014017588952804558 0.0015257381785737721 0.0010822577071954523 0.001373968588975108 0.0013608243764028924 0.0013424193339176076
leaf_count=161 388 394 820 200 351 480 327
internal_value=0 2.83497e-05 -5.08565e-05 -0.000236203 3.13151e-05 -8.73436e-05 9.22755e-05
internal_weight=0 0.00959445 0.00808697 0.00248402 0.00560295 0.00422898 0.00286816
internal_count=3121 2960 2572 594 1978 1627 1147
is_linear=0
shrinkage=0.00196078


Tree=5452
num_leaves=9
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split_feature=14 15 15 150 1 42 2 0
split_gain=2.83842e-05 6.79506e-05 4.23227e-05 0.000152973 5.71628e-05 5.95072e-05 5.91641e-05 0.000146692
threshold=-1.0000000180025095e-35 -0.10653 -0.037864999999999989 0.081835000000000019 0.11146500000000002 0.086325000000000013 0.084305000000000005 0.062580000000000011
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=-0.00031695726972835747 0.00042063672574302205 -0.00078932126485475049 0.00047750476386654235 0.0002568993221864798 0.00045787990390821793 -0.00045061874814321357 -0.00056308055586038342 0.00040678086609342043
leaf_weight=0.0010091414439774423 0.0014390574933128503 0.0010974349174271874 0.0010034199211339636 0.0010527522731707221 0.0010542126686993248 0.0010797714890318265 0.0012278768774788137 0.0011717588605357765
leaf_count=161 388 599 298 210 95 625 643 102
internal_value=0 2.9593e-05 -4.36109e-05 -0.000277082 4.70524e-05 -4.95607e-05 7.76929e-05 -8.94905e-05
internal_weight=0 0.00912628 0.00768723 0.00215019 0.00553704 0.00448283 0.00340306 0.00239964
internal_count=3121 2960 2572 809 1763 1668 1043 745
is_linear=0
shrinkage=0.00196078


Tree=5453
num_leaves=6
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split_feature=1 4 3 0 16
split_gain=1.6874e-05 3.50314e-05 2.39497e-05 5.5258e-05 3.44191e-05
threshold=0.077565000000000009 -0.083854999999999985 0.076840000000000006 -0.077999999999999986 -0.062804999999999986
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -4
right_child=2 -3 4 -5 -6
leaf_value=0.0021383325870826292 -0.0021935243715009568 -0.021288248536407095 0.0053730496518926843 0.023617572953031796 -0.015931746712431617
leaf_weight=0.0017000614589323419 0.0020039740811219715 0.0010220831552812193 0.0017924002527286292 0.0014151659072214268 0.0013143785513597961
leaf_count=353 560 1283 225 528 172
internal_value=0 -0.00665764 0.00271492 0.00848957 -0.00364033
internal_weight=0 0.00272214 0.00652592 0.00341914 0.00310678
internal_count=3121 1636 1485 1088 397
is_linear=0
shrinkage=0.1


Tree=5454
num_leaves=7
num_cat=0
split_feature=42 49 15 4 16 15
split_gain=1.78696e-05 3.39403e-05 3.61559e-05 7.51973e-05 5.50007e-05 2.96677e-05
threshold=0.091735000000000025 -0.00064499999999999985 -0.037864999999999989 -0.084369999999999987 -0.095964999999999981 -0.031204999999999997
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 -5 -6 -7
leaf_value=0.002048345731701413 -0.010990554181360756 0.012302784469482962 -0.0020184159650056084 0.027832414003265415 -0.01875957641595781 -0.02078955036623369
leaf_weight=0.001225303840338994 0.001282958819057615 0.0010969378900913701 0.0017410936476911015 0.0016376586251545591 0.001186719011533817 0.0010616661458334273
leaf_count=291 667 299 509 604 471 280
internal_value=0 0.00172807 0.00588067 0.0124501 -0.003839 -0.00855355
internal_weight=0 0.00794938 0.00566241 0.00337875 0.00228366 0.00228697
internal_count=3121 2454 1883 1113 770 571
is_linear=0
shrinkage=0.1


Tree=5455
num_leaves=7
num_cat=0
split_feature=49 1 484 0 16 4
split_gain=1.72515e-05 3.43929e-05 5.38585e-05 4.31735e-05 6.77406e-05 3.13489e-05
threshold=-0.043469999999999995 0.12337000000000002 0.073690000000000019 -0.11756999999999999 -0.056919999999999991 0.0052350000000000009
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=-0.0043953084065683655 -0.02418560619257118 0.012969573790558435 0.015290766604474574 0.011027656321051686 -0.017339598636920174 0.019898764441656211
leaf_weight=0.0010522020425427203 0.0014816729060355203 0.0012070729410879463 0.0010229190505759633 0.0016207494143151257 0.0017515668187023752 0.0010726128581045535
leaf_count=261 234 241 296 1043 882 164
internal_value=0 -0.00240502 -0.00556285 -0.00995749 -0.00370618 0.00786841
internal_weight=0 0.00708398 0.00587691 0.00485399 0.00337232 0.00212481
internal_count=3121 2696 2455 2159 1925 425
is_linear=0
shrinkage=0.1


Tree=5456
num_leaves=8
num_cat=0
split_feature=50 4 4 160 3 4 4
split_gain=1.75781e-05 2.99206e-05 3.38921e-05 2.80698e-05 2.89498e-05 5.8068e-05 1.22519e-05
threshold=0.088425000000000017 0.27834500000000006 0.098655000000000007 -0.027994999999999996 -0.08824499999999999 -0.080924999999999983 0.0082450000000000006
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=0.015612913673038721 -0.01227745899037281 0.015954345942475516 -0.014363313187735281 -0.01511838798489022 0.023173709863387591 -0.013862111800167946 0.0017192018487048569
leaf_weight=0.0012777970407400552 0.0010395614114564007 0.0012224102219520489 0.0014923159031584718 0.0011148942270615414 0.0010196262280766323 0.0010134899502967859 0.0010051651855187572
leaf_count=503 560 315 206 461 284 637 155
internal_value=0 0.00153092 -0.00101576 0.00265187 -0.00133582 0.00372167 -0.00610358
internal_weight=0 0.0081457 0.00692329 0.00543097 0.00415318 0.00303828 0.00201866
internal_count=3121 2561 2246 2040 1537 1076 792
is_linear=0
shrinkage=0.1


Tree=5457
num_leaves=6
num_cat=0
split_feature=52 12 1 1 2
split_gain=1.73333e-05 2.96873e-05 3.9579e-05 0.000106301 3.11322e-05
threshold=0.11434500000000002 0.095110000000000014 0.11181500000000001 0.094385000000000011 0.088850000000000012
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.016989920808022797 -0.010999657783661902 0.012646772910389468 -0.015988463076826116 0.029059700735381756 0.0023102745365108594
leaf_weight=0.0014708532786963824 0.0012444644283722316 0.0018859830528276996 0.0014714750727986749 0.0011570209226673617 0.0019356329889769432
leaf_count=1032 501 558 294 254 482
internal_value=0 0.00169548 -0.00172689 0.00287166 -0.00602317
internal_weight=0 0.00792097 0.00603498 0.00456351 0.00340649
internal_count=3121 2620 2062 1768 1514
is_linear=0
shrinkage=0.1


Tree=5458
num_leaves=6
num_cat=0
split_feature=42 160 43 16 0
split_gain=1.71734e-05 4.08446e-05 5.59772e-05 5.18872e-05 7.05017e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 -0.056919999999999991 -0.20211999999999997
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
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leaf_value=-0.009926814054492767 -0.01118450527295025 0.022385741836712925 -0.011903389859790356 -0.015014171956524089 0.020524998445629074
leaf_weight=0.0014698837057195799 0.0018258913138367479 0.0015298450035604524 0.0010889443814726671 0.0014852178646242047 0.0017443647934524251
leaf_count=862 828 482 89 322 538
internal_value=0 0.00187206 0.00594838 0.000125422 0.00806158
internal_weight=0 0.00767426 0.00584837 0.00431853 0.00283331
internal_count=3121 2259 1431 949 627
is_linear=0
shrinkage=0.1


Tree=5459
num_leaves=7
num_cat=0
split_feature=52 160 52 52 2 43
split_gain=1.9428e-05 7.03594e-05 5.09194e-05 4.07073e-05 9.72468e-05 6.19221e-05
threshold=-0.046924999999999988 -1.0000000180025095e-35 -0.088204999999999992 0.10347000000000002 0.10613000000000002 -0.0037449999999999996
decision_type=2 2 2 2 2 2
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leaf_value=-0.0034013595642020666 -0.025643252671261708 -0.010212814931135662 0.023230139079758353 0.019749955840428088 -0.025916710038990567 0.020862657820944208
leaf_weight=0.001942783017457113 0.0011441863905490759 0.0010906710434192082 0.0011387773647812491 0.0010132228228883658 0.001235991757206211 0.0015560606548561038
leaf_count=680 743 593 273 204 210 418
internal_value=0 -0.00331742 0.0064402 0.00190014 -0.00275788 0.00805701
internal_weight=0 0.00604013 0.00308156 0.00489595 0.00388272 0.00264673
internal_count=3121 2168 953 1425 1221 1011
is_linear=0
shrinkage=0.1


Tree=5460
num_leaves=7
num_cat=0
split_feature=1 48 15 42 13 4
split_gain=1.949e-05 4.69433e-05 6.20539e-05 6.01262e-05 4.25566e-05 3.28175e-05
threshold=0.111945 0.083985000000000018 -0.0063699999999999989 0.084050000000000014 -0.0034749999999999994 0.24564500000000003
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=-0.028091707475571437 -0.0018222353629955856 0.010790907677213982 0.020737811793667377 -0.021497988634515672 -0.0059867821773355572 0.020724014461574652
leaf_weight=0.0011833071864302733 0.0016303602529132747 0.0017751475269314034 0.0011798798440646112 0.0010480204094006703 0.0012038050347790391 0.0010688200617960592
leaf_count=794 221 446 372 606 406 276
internal_value=0 -0.00302884 -0.00834456 -0.00153542 0.0072414 0.00710562
internal_weight=0 0.00639016 0.00461501 0.00343171 0.00238368 0.00269918
internal_count=3121 2624 2178 1384 778 497
is_linear=0
shrinkage=0.1


Tree=5461
num_leaves=8
num_cat=0
split_feature=157 160 42 42 151 13 0
split_gain=1.73701e-05 5.5172e-05 5.29919e-05 5.5661e-05 4.85344e-05 8.29051e-05 4.63628e-05
threshold=-0.06266999999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 0.091735000000000025 -0.0056149999999999993 -0.14819499999999997 -0.084269999999999984
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 -7
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leaf_value=0.012245121935300826 -0.021333999586974454 -0.017310849611983273 -0.0084282285234019722 -0.014179489170444521 -0.0072618372479276222 0.014167308657881182 0.04168722811666823
leaf_weight=0.0010244673407644516 0.001202501272125036 0.0011873598196893822 0.0010161191532797867 0.0011068684862268179 0.0010443895166859156 0.0013862334333816294 0.0010963203815371201
leaf_count=460 654 714 212 461 108 278 234
internal_value=0 -0.00158085 0.00189321 0.00592904 0.0108283 0.0163761 0.0263204
internal_weight=0 0.00803979 0.00683729 0.00564993 0.00454306 0.00352694 0.00248255
internal_count=3121 2661 2007 1293 832 620 512
is_linear=0
shrinkage=0.1


Tree=5462
num_leaves=6
num_cat=0
split_feature=43 3 4 47 3
split_gain=1.98954e-05 5.06517e-05 3.69644e-05 4.77567e-05 4.3682e-05
threshold=-0.04890499999999999 -0.077774999999999983 -0.059649999999999988 0.077555000000000013 0.090900000000000009
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.003941492887538616 -0.01540272095134484 0.021315187624550813 -0.0050607023421728944 -0.014853461561010457 0.020436176564878727
leaf_weight=0.0019854591158347226 0.0018091107377760894 0.0013232357833355738 0.0012033381620434975 0.0011874339270659126 0.0015215760225191378
leaf_count=960 890 495 408 175 193
internal_value=0 0.00615933 -0.00358253 0.00188326 0.0091766
internal_weight=0 0.00330869 0.00572146 0.00391235 0.00272491
internal_count=3121 1455 1666 776 601
is_linear=0
shrinkage=0.1


Tree=5463
num_leaves=7
num_cat=0
split_feature=1 52 3 0 0 4
split_gain=1.74873e-05 4.01032e-05 7.08745e-05 4.16889e-05 4.21286e-05 2.93399e-05
threshold=0.111945 0.10160000000000001 0.090900000000000009 -0.084269999999999984 -0.053834999999999994 0.24564500000000003
decision_type=2 2 2 2 2 2
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leaf_weight=0.0017967012729744186 0.0016259265710892225 0.0011761286708403583 0.0013107666738251082 0.0010007377672625445 0.0010415288140087704 0.0010594636403782253
leaf_count=948 221 500 147 792 237 276
internal_value=0 -0.00288118 0.000923911 -0.0059311 0.00384318 0.00675025
internal_weight=0 0.00632586 0.00514973 0.00383897 0.00204227 0.00268539
internal_count=3121 2624 2124 1977 1029 497
is_linear=0
shrinkage=0.1


Tree=5464
num_leaves=7
num_cat=0
split_feature=43 12 4 48 4 2
split_gain=1.72982e-05 4.49583e-05 2.7036e-05 4.52049e-05 3.55406e-05 1.94748e-05
threshold=-0.04890499999999999 0.051320000000000005 -0.059649999999999988 0.085845000000000019 0.055260000000000011 0.083995000000000014
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -3
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leaf_value=0.022092556579396246 -0.013485120399787269 -0.01175535370621344 0.022829686595774893 -0.013418884096827746 -0.0010725676861617177 0.0071452124839813877
leaf_weight=0.0011147581469057653 0.0017993709473866533 0.0011243497979411292 0.0010917178973947179 0.0013537254494586058 0.0014460875847723408 0.0010582903219199034
leaf_count=292 890 332 238 222 316 831
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internal_weight=0 0.0032974 0.0056909 0.00389153 0.00253781 0.00218264
internal_count=3121 1455 1666 776 554 1163
is_linear=0
shrinkage=0.1


Tree=5465
num_leaves=8
num_cat=0
split_feature=0 1 47 48 15 15 4
split_gain=1.69347e-05 4.05374e-05 3.77089e-05 4.96453e-05 4.75617e-05 3.22613e-05 2.09825e-05
threshold=-0.061629999999999997 0.085110000000000005 0.092530000000000015 0.086260000000000017 -0.094549999999999981 -1.0000000180025095e-35 -0.39518999999999993
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=-0.019987916851500562 0.020581623794688916 0.030686165295740465 -0.013803944870897773 -0.012262171030205759 0.0023267748692290596 -0.011344543231438643 0.0087092195837596975
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leaf_count=1540 267 163 204 137 493 187 130
internal_value=0 -0.00316789 0.00094011 0.00636423 0.0140964 0.00596619 -0.00114617
internal_weight=0 0.00586677 0.00471517 0.00344705 0.00243587 0.00310353 0.00208762
internal_count=3121 2537 997 793 656 584 317
is_linear=0
shrinkage=0.1


Tree=5466
num_leaves=8
num_cat=0
split_feature=3 39 15 2 4 16 16
split_gain=1.57186e-05 3.31952e-05 4.19266e-05 5.65692e-05 9.54612e-05 4.16206e-05 2.69812e-05
threshold=0.13524500000000003 0.0046100000000000004 -0.11713499999999999 0.091545000000000015 0.053180000000000012 -0.010264999999999998 -0.078844999999999985
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -5 -4
right_child=-2 -3 3 5 -6 -7 -8
leaf_value=-0.021887032861187684 0.010073251218437169 0.014158173338283647 0.0071848072915326987 -0.028411285160181002 0.031905256493921709 1.3353378868460887e-05 -0.014821476536945289
leaf_weight=0.0011415984331394329 0.0013191848486758945 0.0011193757427675989 0.0010559486765210589 0.0010006759082577411 0.0010690728786021042 0.0010616563510343646 0.0011794496405132314
leaf_count=261 192 335 617 403 110 412 791
internal_value=0 -0.00174881 -0.00448464 -0.000782899 0.00732784 -0.0137787 -0.00442623
internal_weight=0 0.00762778 0.0065084 0.0053668 0.00330447 0.00206233 0.0022354
internal_count=3121 2929 2594 2333 1518 815 1408
is_linear=0
shrinkage=0.1


Tree=5467
num_leaves=9
num_cat=0
split_feature=1 3 3 47 52 0 16 16
split_gain=2.49453e-05 6.75585e-05 6.86936e-05 3.79572e-05 6.93852e-05 8.83889e-05 4.50889e-05 1.14921e-05
threshold=0.090405000000000013 -0.12018999999999998 -0.055119999999999995 0.12431000000000002 -0.07167999999999998 -0.10607499999999999 -0.44310499999999992 -0.004174999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 6 -6 -4
right_child=3 2 7 -5 5 -7 -8 -9
leaf_value=0.00026657999475489426 -0.0002645685329552346 -0.00065181125279822232 9.4149170002719336e-05 -0.00026257216507099369 0.00023667864546127304 -0.00010680719392207117 0.0008032464582213841 -0.00020180795321530649
leaf_weight=0.0012358007686377633 0.0011700114080792803 0.0011686127447592246 0.0010049202880742123 0.0010553936139462003 0.001034833632695159 0.001351175222361918 0.0011294602735307307 0.0010128352069399371
leaf_count=159 348 1586 141 79 111 470 113 114
internal_value=0 -0.000122578 -0.000273509 7.33647e-05 0.000149034 0.000286688 0.000532348 -5.44099e-05
internal_weight=0 0.00442217 0.00318637 0.00574087 0.00468548 0.00351547 0.00216429 0.00201776
internal_count=3121 2000 1841 1121 1042 694 224 255
is_linear=0
shrinkage=0.00196078


Tree=5468
num_leaves=7
num_cat=0
split_feature=0 13 0 43 49 0
split_gain=1.58596e-05 2.59824e-05 7.43474e-05 4.93188e-05 4.92365e-05 2.42796e-05
threshold=-0.019414999999999998 -0.0034749999999999994 -0.099059999999999995 -0.074359999999999996 -0.009244999999999998 0.12113000000000002
decision_type=2 2 2 2 2 2
left_child=1 3 4 -1 -3 -2
right_child=5 2 -4 -5 -6 -7
leaf_value=0.019183428803428562 0.018515407189519242 -0.014072245707361564 -0.030795653552151636 -0.0070546320439550617 0.012504718908090965 -0.0025532447410099766
leaf_weight=0.0013012631028871719 0.0010337416330149125 0.0012627013223529015 0.0010298848191515591 0.0015938652245407856 0.0015561208045072219 0.0011616120820047504
leaf_count=807 221 112 485 1188 164 144
internal_value=0 -0.00241815 -0.00780162 0.0047385 0.000599474 0.0073675
internal_weight=0 0.00674384 0.00384871 0.00289513 0.00281882 0.00219535
internal_count=3121 2756 761 1995 276 365
is_linear=0
shrinkage=0.1


Tree=5469
num_leaves=9
num_cat=0
split_feature=52 52 0 160 133 52 16 15
split_gain=3.21611e-05 6.64945e-05 6.46106e-05 6.3824e-05 4.14037e-05 0.000108426 7.31247e-05 3.37208e-05
threshold=-0.26636999999999994 -0.046924999999999988 -0.14649999999999996 -1.0000000180025095e-35 0.091410000000000005 0.091275000000000009 -0.15241499999999997 -0.094329999999999983
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 6 7 -5
right_child=1 3 -4 4 -6 -7 -8 -9
leaf_value=-0.00033501228575030312 -7.485164368450532e-05 -0.00046286439296885419 0.00057148106171398005 -8.5940485379079466e-05 -0.00033371937216006558 0.00062322362724411321 -0.00047373366785876254 0.00040050603749303902
leaf_weight=0.0010317378597537097 0.001007953255684195 0.0012876786817110327 0.0014501318242250991 0.0012097689150317352 0.0010266225590791515 0.001147025601825146 0.0011586991514499455 0.0010013962489961001
leaf_count=354 98 743 501 158 347 213 587 120
internal_value=0 2.98933e-05 0.000306448 -6.96202e-05 2.17248e-05 0.000102512 -7.47264e-05 0.000134362
internal_weight=0 0.00928928 0.00245809 0.00683119 0.00554351 0.00451689 0.00336986 0.00221117
internal_count=3121 2767 599 2168 1425 1078 865 278
is_linear=0
shrinkage=0.00196078


Tree=5470
num_leaves=9
num_cat=0
split_feature=11 48 2 0 52 13 43 13
split_gain=6.59373e-05 6.43919e-05 9.41556e-05 7.40588e-05 5.16303e-05 0.000181639 8.52921e-05 5.81489e-05
threshold=0.079915000000000014 0.091545000000000015 0.11237500000000002 -0.14920999999999998 0.10160000000000001 -0.094514999999999988 -0.074359999999999996 -0.00096999999999999983
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 4 -3 5 -1 7 -7
right_child=-2 3 -4 -5 -6 6 -8 -9
leaf_value=0.00061823440633977731 -0.00049173963357507667 -9.2683898955106071e-06 0.00041442137783349983 0.00071020639573549018 -0.00055096788569298691 0.00033675183603873844 -0.00055861699898959629 -0.00032401110911620644
leaf_weight=0.0011388984146697874 0.0010087001001217099 0.0011682832418183908 0.0013692921588751008 0.0010394504817360217 0.0010454947181168543 0.0010416664892226612 0.0019816017539401685 0.0010071047432322114
leaf_count=140 199 59 359 302 424 523 927 188
internal_value=0 3.47685e-05 -5.10215e-05 0.000329476 -0.000153572 -7.3198e-05 -0.000268582 1.19437e-05
internal_weight=0 0.00979179 0.00758406 0.00220773 0.00621477 0.00516927 0.00403037 0.00204877
internal_count=3121 2922 2561 361 2202 1778 1638 711
is_linear=0
shrinkage=0.00196078


Tree=5471
num_leaves=7
num_cat=0
split_feature=42 43 3 0 151 1
split_gain=1.72e-05 3.00477e-05 3.91694e-05 5.42918e-05 3.70587e-05 4.08364e-05
threshold=0.091735000000000025 0.08845500000000002 -0.10023499999999998 -0.07403499999999999 -0.0083949999999999979 0.095285000000000022
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=0.013354308637317647 -0.010937238096226451 0.017042630415385611 -0.015144204540797299 -0.025206709029929789 -0.0069978725011545888 0.016727806302578023
leaf_weight=0.0015075577664146363 0.0012456186713160648 0.0010986256567429784 0.0011285127410592248 0.001054286011717539 0.0013065570586362424 0.0016311217159205396
leaf_count=344 667 232 357 315 1007 199
internal_value=0 0.0017255 -0.000813386 -0.0049846 0.000258606 0.00617561
internal_weight=0 0.00772666 0.00662804 0.00512048 0.00406619 0.00293768
internal_count=3121 2454 2222 1878 1563 1206
is_linear=0
shrinkage=0.1


Tree=5472
num_leaves=9
num_cat=0
split_feature=48 52 13 2 3 0 0 52
split_gain=3.93242e-05 4.61455e-05 9.01106e-05 8.20977e-05 7.75197e-05 6.89231e-05 7.40143e-05 4.9035e-05
threshold=-0.015314999999999997 0.11434500000000002 -0.23438999999999996 0.11215000000000001 -1.0000000180025095e-35 -0.084269999999999984 -0.053834999999999994 -0.069804999999999992
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -7 -6
right_child=1 -3 3 -5 7 6 -8 -9
leaf_value=0.00036621224484645099 0.00054174354483609434 -0.00038353687373696632 -0.00051027860662668277 -0.00050998150755692862 1.7381322231042693e-05 0.00038138848546365146 -0.00027863154106838638 0.00061134446629141248
leaf_weight=0.0010009091133727577 0.001074591449181682 0.0013149374894207344 0.0012653887934271249 0.0013154590684634647 0.0010153534831605845 0.0012902074352357598 0.0013230949617054129 0.0011280766362251199
leaf_count=189 118 495 858 316 100 770 201 74
internal_value=0 -4.19476e-05 1.14475e-05 -6.62146e-05 3.07209e-05 -0.000134655 4.72254e-05 0.000329981
internal_weight=0 0.00972711 0.00841217 0.00733758 0.00602212 0.00387869 0.0026133 0.00214343
internal_count=3121 2932 2437 2319 2003 1829 971 174
is_linear=0
shrinkage=0.00196078


Tree=5473
num_leaves=9
num_cat=0
split_feature=15 14 42 15 1 4 0 43
split_gain=3.96433e-05 4.0865e-05 6.24834e-05 0.000110208 8.3845e-05 7.57194e-05 0.000103667 7.55969e-05
threshold=0.091650000000000023 -1.0000000180025095e-35 0.092620000000000022 -0.10653 0.10587000000000001 0.0061450000000000003 -0.084269999999999984 -0.0030899999999999994
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=-0.0003424664747196717 -0.00037304068449468732 0.00068908943472370304 -0.00034902271829493606 -0.00049022110350994833 -0.0003659404284089557 0.00062591452482481803 0.00052963154228682972 -0.00013322512553484383
leaf_weight=0.0010397514776415749 0.0010685808334656441 0.0011658965717437648 0.0011871491963962632 0.0010561160528747321 0.0015339213020128025 0.0010505323778691104 0.001488917355032679 0.0011903257155525223
leaf_count=159 497 295 375 648 225 220 462 240
internal_value=0 2.48615e-05 6.88989e-05 0.000135177 3.29892e-05 0.00016085 3.00549e-05 0.00023514
internal_weight=0 0.00971261 0.00867286 0.00748571 0.00631981 0.00478589 0.00373536 0.00267924
internal_count=3121 2624 2465 2090 1795 1570 1350 702
is_linear=0
shrinkage=0.00196078


Tree=5474
num_leaves=8
num_cat=0
split_feature=49 1 484 43 12 0 4
split_gain=1.62239e-05 3.49597e-05 4.1197e-05 4.8687e-05 6.87798e-05 5.81942e-05 2.67241e-05
threshold=-0.043469999999999995 0.12337000000000002 0.064170000000000019 -0.14968999999999996 0.091475000000000015 -0.10224499999999999 0.0052350000000000009
decision_type=2 2 2 2 2 2 2
left_child=6 2 3 -2 5 -5 -1
right_child=1 -3 -4 4 -6 -7 -8
leaf_value=-0.003658921261104604 0.0098024311640765565 0.013292239713803125 0.0128258115370092 -0.02094411925935882 -0.036324301358056019 0.0086841473999912568 0.018949454562944203
leaf_weight=0.0010430500529724587 0.0010246221742555876 0.0011809033451095855 0.0010016008799297385 0.0013328595243445476 0.0010620186221968969 0.0013189297009009412 0.0010482989719361644
leaf_count=261 191 241 307 219 737 1001 164
internal_value=0 -0.00237712 -0.0056008 -0.00949578 -0.0148201 -0.0062078 0.00767364
internal_weight=0 0.00692093 0.00574003 0.00473843 0.00371381 0.00265179 0.00209135
internal_count=3121 2696 2455 2148 1957 1220 425
is_linear=0
shrinkage=0.1


Tree=5475
num_leaves=8
num_cat=0
split_feature=47 4 12 151 1 133 15
split_gain=3.02269e-05 8.7142e-05 7.23213e-05 6.51107e-05 0.000187634 3.59709e-05 5.1979e-06
threshold=0.12431000000000002 0.24564500000000003 0.098810000000000023 -0.0052199999999999989 0.083835000000000007 1.0000000180025095e-35 -0.0040799999999999994
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=0.00037804743253772185 -0.00031875960868318448 0.00039138283013493618 -0.00055435075545054717 0.00045487220709537697 -0.00045033663796885122 -2.381708426073282e-05 -0.00064978208709014153
leaf_weight=0.0014140571491557015 0.0010549263577459824 0.0020122273544879946 0.0010197836569886985 0.0014520883678028958 0.0010066556780974445 0.0010328070632185506 0.001002904579288505
leaf_count=430 91 402 388 657 215 519 419
internal_value=0 3.21823e-05 -7.21425e-05 1.10846e-05 -0.00010437 0.000255913 -0.000549873
internal_weight=0 0.00894052 0.0069283 0.00590851 0.00449446 0.0024849 0.00200956
internal_count=3121 3030 2628 2240 1810 1176 634
is_linear=0
shrinkage=0.00196078


Tree=5476
num_leaves=8
num_cat=0
split_feature=14 49 2 4 0 0 2
split_gain=4.61651e-05 7.01525e-05 6.36934e-05 9.6745e-05 7.47076e-05 5.24289e-05 3.02423e-05
threshold=-1.0000000180025095e-35 0.0043850000000000009 0.10912000000000001 -0.35136499999999998 -0.060129999999999996 -0.10607499999999999 0.08622500000000001
decision_type=2 2 2 2 2 2 2
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right_child=1 -3 -4 4 -6 -7 -8
leaf_value=-0.00040083950600096617 -0.00067834862558903137 0.00048086516284513779 0.00030094747011382588 0.00030746161924786986 0.00038864914546542218 -0.00038681369137846436 -0.00015917259615078993
leaf_weight=0.001021189012087728 0.0010010776788519846 0.0011998547057155131 0.0017781930597100745 0.0010156663871139144 0.0013298164163965277 0.0018763023354377655 0.0011259125217062665
leaf_count=161 148 611 344 112 141 1451 153
internal_value=0 3.82926e-05 -2.70483e-05 -0.000118915 -1.41899e-05 -0.000147519 6.21336e-05
internal_weight=0 0.00932682 0.00812697 0.00634878 0.0053477 0.00401788 0.00214158
internal_count=3121 2960 2349 2005 1857 1716 265
is_linear=0
shrinkage=0.00196078


Tree=5477
num_leaves=9
num_cat=0
split_feature=14 49 2 4 0 1 4 2
split_gain=6.36118e-05 8.21245e-05 7.5498e-05 6.69923e-05 7.57991e-05 3.91555e-05 6.565e-05 9.37131e-05
threshold=-1.0000000180025095e-35 0.0093850000000000027 0.10912000000000001 -0.35136499999999998 -0.060129999999999996 0.10254500000000001 0.0061450000000000003 0.084055000000000005
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=-0.00045941321258921429 -0.00057641997166049664 0.00052895717961894205 0.0003241881041095002 0.00014673305772442687 0.00035825338296830822 -0.0005022180261404028 0.00033074045980533838 -0.00067625608673501107
leaf_weight=0.0010738148152732345 0.0010467700812412687 0.0011775269199310523 0.0018768334350544331 0.0010725836027571933 0.0014054765845488253 0.0010189206978793047 0.0010876919081895873 0.0010553609860049695
leaf_count=161 148 585 347 518 143 176 154 889
internal_value=0 4.34402e-05 -2.33199e-05 -0.000120857 -3.63066e-05 -0.000167264 -6.11285e-05 -0.000261431
internal_weight=0 0.00974116 0.00856364 0.0066868 0.00564003 0.00423456 0.00321564 0.00212794
internal_count=3121 2960 2375 2028 1880 1737 1561 1407
is_linear=0
shrinkage=0.00196078


Tree=5478
num_leaves=9
num_cat=0
split_feature=159 133 0 2 16 16 151 1
split_gain=6.44836e-05 6.9566e-05 9.9868e-05 7.00525e-05 0.000104017 7.44532e-05 7.41365e-05 0.000124327
threshold=0.091530000000000014 0.099660000000000012 -0.019414999999999998 0.073895000000000002 -0.008904999999999998 -0.087989999999999985 -0.0083949999999999979 0.10557500000000002
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=8.4934706177107821e-05 -0.00048097925157585594 -0.00045406890298409176 0.00050054966830527568 -0.00043393862929894025 0.00059796021755942677 -0.00062038063076954046 -0.00030129357119700018 0.00061288435290694017
leaf_weight=0.001066216252124073 0.001032542749495124 0.0010099924604439455 0.0018075387494369101 0.0012679624139360231 0.0012813451435680022 0.0012499996089985403 0.0011405510495385244 0.0011473007126584613
leaf_count=135 370 447 256 211 441 354 791 116
internal_value=0 3.3772e-05 8.8757e-05 -1.52962e-05 0.000118974 -0.000295705 -5.36293e-05 0.000157144
internal_weight=0 0.00997091 0.00896091 0.00715338 0.00483716 0.00231622 0.00355581 0.00228785
internal_count=3121 2751 2304 2048 1559 489 1118 907
is_linear=0
shrinkage=0.00196078


Tree=5479
num_leaves=7
num_cat=0
split_feature=13 39 42 3 0 2
split_gain=1.69414e-05 3.03347e-05 3.58279e-05 3.6603e-05 4.84334e-05 5.48806e-05
threshold=-0.23438999999999996 0.085060000000000011 0.091735000000000025 -0.10023499999999998 -0.10096999999999999 0.092365000000000017
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5
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leaf_value=0.011524393565240551 0.010885999536261931 0.014544005570767744 -0.021110313034135811 0.016433792932526465 -0.02153243640076713 -0.011841234969916844
leaf_weight=0.0011072683269061643 0.0018004814860485552 0.0010075674420276133 0.001043008708608119 0.0012952259874248772 0.0013745383725056021 0.0014605099392218405
leaf_count=169 365 304 541 126 1441 175
internal_value=0 -0.00167517 -0.00401851 -0.00101267 -0.00619957 0.00144834
internal_weight=0 0.00798133 0.00697376 0.00593076 0.00413027 0.00275574
internal_count=3121 2952 2648 2107 1742 301
is_linear=0
shrinkage=0.1


Tree=5480
num_leaves=9
num_cat=0
split_feature=48 16 15 2 47 4 4 13
split_gain=5.01353e-05 0.000105616 6.48025e-05 6.81765e-05 7.79911e-05 0.000129085 5.94479e-05 6.92563e-05
threshold=0.11951500000000001 -0.5048999999999999 -0.14147499999999996 0.11093500000000002 0.085270000000000026 -0.35136499999999998 -0.0016099999999999997 -0.017449999999999997
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=0.00061090974176007738 -0.00042462383394738186 -0.00048744003818187065 -0.00079274056328979285 0.00044072196272067492 0.00032778304677773154 -0.00023205442975237617 -0.00037143084208052918 0.0004361602701374075
leaf_weight=0.0010807830352125647 0.0010158813505945505 0.0010847639707548496 0.0010417282957993091 0.0012628389837924681 0.0015147805472757233 0.0010085044080810515 0.0011838722689238934 0.0014590978259965714
leaf_count=192 114 334 160 292 200 881 329 619
internal_value=0 3.33538e-05 -3.96059e-05 2.54197e-05 -5.90618e-05 -0.00018392 -1.02299e-05 0.000163062
internal_weight=0 0.00963637 0.00855559 0.00747082 0.00620798 0.0046932 0.00365147 0.0024676
internal_count=3121 3007 2815 2481 2189 1989 1829 1500
is_linear=0
shrinkage=0.00196078


Tree=5481
num_leaves=7
num_cat=0
split_feature=4 151 4 1 13 43
split_gain=1.70377e-05 2.68031e-05 5.55543e-05 4.47968e-05 3.34887e-05 1.33571e-05
threshold=0.27287000000000006 -0.024429999999999997 -0.0029599999999999995 0.10781 -0.076384999999999995 -0.084794999999999995
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=0.01152149387745551 0.0096903555858472486 0.015923479436507296 -0.027802802484357587 -0.0028197045545381881 0.0036257547884263695 -0.012310025995691946
leaf_weight=0.0012306545872452024 0.0014947448911792217 0.0013889464868658999 0.0013895243027804301 0.0014844861560289429 0.0010878470418816157 0.0010183553533342966
leaf_count=451 352 614 528 104 275 797
internal_value=0 -0.00198878 -0.00459925 -0.0148985 0.00386969 -0.00407924
internal_weight=0 0.00759981 0.00636916 0.00287401 0.00349515 0.0021062
internal_count=3121 2769 2318 632 1686 1072
is_linear=0
shrinkage=0.1


Tree=5482
num_leaves=8
num_cat=0
split_feature=14 15 15 52 1 43 13
split_gain=4.38518e-05 6.59361e-05 4.33902e-05 3.90667e-05 5.4838e-05 6.87064e-05 6.69054e-05
threshold=-1.0000000180025095e-35 -0.10653 -0.092489999999999989 -0.24456499999999998 0.10124500000000002 -0.084004999999999982 -0.095304999999999987
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=-0.0003921757168411879 0.00041951850216279476 -0.00040498786146494538 -0.00032869411095671564 0.0002879712911739969 0.0004310689041718233 9.2923678910801903e-05 -0.00052167493316387524
leaf_weight=0.0010223559098808234 0.0014520480796566477 0.0010563627235171975 0.0010352042018228246 0.0017070361489316668 0.0013489462791869394 0.0013647749976669907 0.001359179099980303
leaf_count=161 388 193 337 452 277 113 1200
internal_value=0 3.55999e-05 -3.52211e-05 2.20936e-05 8.49207e-05 -2.04587e-05 -0.000213744
internal_weight=0 0.00932355 0.0078715 0.00681514 0.00577994 0.00443099 0.00272395
internal_count=3121 2960 2572 2379 2042 1765 1313
is_linear=0
shrinkage=0.00196078


Tree=5483
num_leaves=8
num_cat=0
split_feature=16 15 15 16 2 2 52
split_gain=1.58973e-05 4.27835e-05 5.47944e-05 6.23112e-05 5.90644e-05 6.50628e-05 3.515e-05
threshold=-0.5048999999999999 -0.11713499999999999 -0.094549999999999981 -0.088394999999999987 0.11093500000000002 0.090050000000000005 -0.087284999999999988
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=0.010180731240251949 -0.020279633917870167 0.022578547050914291 -0.024768133565409033 -0.0073228219284416076 0.021590383630689075 -0.021806771850733236 0.018208428250308679
leaf_weight=0.0012975551157005044 0.0010767718886299906 0.0010166980349523361 0.0010389905228491729 0.0010041364762252919 0.0011853982081831411 0.0013145275221446164 0.0011647081676070996
leaf_count=222 383 163 411 256 287 536 863
internal_value=0 -0.00177316 0.00119024 -0.00261957 0.00230939 -0.00425197 0.00638791
internal_weight=0 0.00780123 0.00672446 0.00570776 0.00466877 0.00348337 0.00216884
internal_count=3121 2899 2516 2353 1942 1655 1119
is_linear=0
shrinkage=0.1


Tree=5484
num_leaves=8
num_cat=0
split_feature=14 49 2 4 0 0 2
split_gain=3.91462e-05 7.8944e-05 5.79179e-05 7.32786e-05 6.14957e-05 5.93478e-05 4.03922e-05
threshold=-1.0000000180025095e-35 0.0043850000000000009 0.10912000000000001 -0.35136499999999998 -0.060129999999999996 -0.10607499999999999 0.08622500000000001
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=-0.00036831998626845773 -0.00060059889620041123 0.00050149154929076539 0.00027851018074519148 0.00035235715223077971 0.00033403029640216347 -0.00040121845260564405 -0.00018252478121598637
leaf_weight=0.0010263429506253948 0.0010271205629169642 0.0012148941277230112 0.0017873520683594031 0.001036559546813182 0.0013458600558099998 0.0019121343068679341 0.0011395186741850513
leaf_count=161 148 611 344 112 141 1451 153
internal_value=0 3.48489e-05 -3.38809e-05 -0.000120297 -2.95132e-05 -0.000149194 7.22625e-05
internal_weight=0 0.00946344 0.00824855 0.00646119 0.00543407 0.00408821 0.00217608
internal_count=3121 2960 2349 2005 1857 1716 265
is_linear=0
shrinkage=0.00196078


Tree=5485
num_leaves=8
num_cat=0
split_feature=50 4 40 16 13 2 49
split_gain=1.51901e-05 2.9833e-05 3.02363e-05 4.74328e-05 6.55907e-05 0.000106217 2.92956e-05
threshold=0.088425000000000017 0.27834500000000006 -1.0000000180025095e-35 -0.079109999999999986 -0.033284999999999988 0.087015000000000023 -0.0090649999999999984
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=-0.016934725776363308 -0.011549281051895337 0.015851218171231488 0.0022321563809935127 -0.0090554868949222593 0.039406192912974397 -0.0035167913773274046 -0.020978082353819448
leaf_weight=0.001032990518784512 0.0010223677061678297 0.0012121195151610338 0.0010293897808592483 0.0013322552012574734 0.0012012780114810493 0.001108515880314583 0.0011528081744195933
leaf_count=224 560 315 104 747 141 385 645
internal_value=0 0.00138913 -0.00116726 0.00162926 0.0086147 0.0188066 -0.0100293
internal_weight=0 0.00806936 0.00685724 0.00582425 0.00364205 0.00230979 0.0021822
internal_count=3121 2561 2246 2022 1273 526 749
is_linear=0
shrinkage=0.1


Tree=5486
num_leaves=7
num_cat=0
split_feature=13 12 52 3 1 16
split_gain=2.8529e-05 3.55847e-05 6.19907e-05 5.35193e-05 0.000133255 5.00839e-05
threshold=-0.23438999999999996 0.09334000000000002 0.10024500000000001 0.11296500000000002 0.094385000000000011 -0.083539999999999989
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=0.0002698003637692273 6.7978388413531975e-05 -0.00028568451045463166 0.00040728747808486618 -0.00047894582194143661 0.00050475985444686918 -0.00042256576483522365
leaf_weight=0.0012330069456089688 0.0014362905253282822 0.0019097764301973701 0.0012750726614578628 0.0010159203691533503 0.0014796526810737548 0.0018068802147761978
leaf_count=169 447 802 359 81 352 911
internal_value=0 -4.83956e-05 1.62152e-05 -7.06758e-05 1.71466e-05 -0.00020532
internal_weight=0 0.00892359 0.00701382 0.00573874 0.00472282 0.00324317
internal_count=3121 2952 2150 1791 1710 1358
is_linear=0
shrinkage=0.00196078


Tree=5487
num_leaves=7
num_cat=0
split_feature=13 12 0 48 160 15
split_gain=1.69715e-05 2.94949e-05 3.7757e-05 5.72708e-05 3.81937e-05 5.12873e-05
threshold=-0.23438999999999996 -0.010834999999999999 -0.053834999999999994 0.085845000000000019 -1.0000000180025095e-35 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=0.011539447855076679 0.013298957815103853 -0.0092910820395989534 -0.01760341702934359 -0.015804705113517187 0.026010256261257077 -0.0022225447966124057
leaf_weight=0.0011069084314482306 0.0011292266599337818 0.0010425773068205493 0.0015978690610398251 0.0016019840941559052 0.0014361655456181879 0.0011656796464557212
leaf_count=169 345 632 389 319 409 858
internal_value=0 -0.00167451 -0.00414496 -4.59932e-05 0.00688109 0.0133614
internal_weight=0 0.0079735 0.00684428 0.00524641 0.00364442 0.00260185
internal_count=3121 2952 2607 2218 1899 1267
is_linear=0
shrinkage=0.1


Tree=5488
num_leaves=8
num_cat=0
split_feature=0 2 150 0 3 4 15
split_gain=3.10369e-05 4.85754e-05 7.324e-05 5.39037e-05 4.68149e-05 4.62593e-05 2.58194e-05
threshold=-0.061629999999999997 0.089885000000000007 0.083555000000000004 -0.10607499999999999 0.076840000000000006 -0.27825499999999997 -0.15914499999999995
decision_type=2 2 2 2 2 2 2
left_child=1 3 6 -1 5 -2 -3
right_child=4 2 -4 -5 -6 -7 -8
leaf_value=1.906799613303468e-05 -1.9801973347362805e-05 0.0001190797311726998 0.00047235020217845336 -0.00053655467041246942 -0.00020960523204254598 0.00052719763397995759 -0.00027588357254232967
leaf_weight=0.0012163464734625705 0.0010452457257743158 0.0010440113799668846 0.0011375850098204973 0.0014981135215763335 0.0010191949380426914 0.0013781083704124718 0.0016296442344488659
leaf_count=175 153 147 180 1330 125 306 705
internal_value=0 -8.71262e-05 5.56425e-05 -0.000287581 0.000142978 0.000291265 -0.000121658
internal_weight=0 0.0065257 0.00381124 0.00271446 0.00344255 0.00242335 0.00267366
internal_count=3121 2537 1032 1505 584 459 852
is_linear=0
shrinkage=0.00196078


Tree=5489
num_leaves=9
num_cat=0
split_feature=11 48 2 2 13 43 3 4
split_gain=4.38338e-05 8.36235e-05 7.67307e-05 7.26088e-05 6.80021e-05 9.76619e-05 4.25751e-05 3.65229e-05
threshold=0.079915000000000014 0.091545000000000015 0.11237500000000002 0.11215000000000001 -0.094514999999999988 -0.074359999999999996 -0.077774999999999983 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 4 -3 -1 6 -6 -7
right_child=-2 3 -4 -5 5 7 -8 -9
leaf_value=0.00020763791789074306 -0.00039830532356746595 0.00067894556640288773 0.00034674843898794682 -2.3017041716315108e-05 -0.00022052516365054134 -0.00033082404336113333 0.0002945589693478516 -0.00083980826131314088
leaf_weight=0.0014655423217180708 0.0010110001495708459 0.0012443670626867351 0.0013979007600276507 0.0010400218165697078 0.0015704205534565929 0.001096745378752374 0.001016186028784801 0.0010716304959780089
leaf_count=196 199 230 359 131 663 885 215 243
internal_value=0 3.03103e-05 -6.83556e-05 0.000359361 -0.000161639 -0.000275455 -1.81669e-05 -0.000582369
internal_weight=0 0.00990281 0.00761843 0.00228439 0.00622052 0.00475498 0.00258661 0.00216838
internal_count=3121 2922 2561 361 2202 2006 878 1128
is_linear=0
shrinkage=0.00196078


Tree=5490
num_leaves=8
num_cat=0
split_feature=49 42 457 15 16 12 13
split_gain=4.06667e-05 5.34858e-05 4.59859e-05 4.14799e-05 0.000118986 3.97082e-05 0.000128237
threshold=-0.043469999999999995 0.091545000000000015 0.085540000000000019 -0.037864999999999989 -0.072359999999999994 0.051320000000000005 -0.095304999999999987
decision_type=2 2 2 2 2 2 2
left_child=2 3 -1 4 -2 -5 -7
right_child=1 -3 -4 5 -6 6 -8
leaf_value=-7.068951155470777e-06 0.00014693633425122608 -0.00047120089302103707 0.00053636593337845701 0.00036700903708484052 -0.00066788114661260947 0.00043099994338860692 -0.00045039252426408758
leaf_weight=0.0014789783126084885 0.001657985099790012 0.0011220399796839685 0.0010058135414332248 0.0015278653240680955 0.0011789943270659221 0.001205926212219544 0.0013397046161103786
leaf_count=314 397 614 111 182 440 85 978
internal_value=0 -7.41255e-05 0.000212907 -9.65321e-06 -0.000191686 0.000117123 -3.28558e-05
internal_weight=0 0.00803252 0.00248479 0.00691048 0.00283698 0.0040735 0.00254563
internal_count=3121 2696 425 2082 837 1245 1063
is_linear=0
shrinkage=0.00196078


Tree=5491
num_leaves=9
num_cat=0
split_feature=52 52 457 151 160 12 2 0
split_gain=4.47035e-05 7.62654e-05 4.01621e-05 6.83224e-05 8.72822e-05 8.39586e-05 0.000140375 6.30218e-05
threshold=-0.28430999999999995 -0.090859999999999982 0.069910000000000014 -0.0077149999999999988 -1.0000000180025095e-35 0.098810000000000023 0.09142500000000002 -0.07384499999999998
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=-0.00051804723504925393 0.00041669192952257741 -0.00066798681415743306 0.00019015953319176878 -0.00056442909983294429 -0.00028549389242364898 -0.00047296794391288197 0.00080480334478272915 0.00013848533182891218
leaf_weight=0.0010198893191009596 0.0010344646319593058 0.0010322619875501992 0.0011758956127761585 0.0013663149741170435 0.0017383471935882126 0.0011458862626226749 0.0010580976617495603 0.0011270473207145922
leaf_count=344 294 240 215 681 799 223 213 112
internal_value=0 -8.64489e-05 -0.000146663 -0.000199699 -0.000124587 -6.03919e-06 0.000130331 0.000461132
internal_weight=0 0.00967832 0.00864385 0.00746796 0.00643569 0.00506938 0.00392349 0.00218514
internal_count=3121 2777 2483 2268 2028 1347 1124 325
is_linear=0
shrinkage=0.00196078


Tree=5492
num_leaves=6
num_cat=0
split_feature=0 2 150 1 3
split_gain=1.84622e-05 2.86371e-05 5.33185e-05 5.84654e-05 3.48698e-05
threshold=-1.0000000180025095e-35 0.088850000000000012 0.084335000000000007 0.10587000000000001 -0.078934999999999991
decision_type=2 2 2 2 2
left_child=1 4 3 -3 -1
right_child=-2 2 -4 -5 -6
leaf_value=-0.021240219314093089 0.0085253417143312336 -0.021179991995145149 0.021962740798885442 0.0081497743367697825 -0.0005447702117396617
leaf_weight=0.001411764516482842 0.001921500874611951 0.0011613089835662632 0.0011006695490700701 0.0016386464234801007 0.0019232426119850442
leaf_count=1064 325 870 200 245 417
internal_value=0 -0.0025018 0.00331532 -0.00401503 -0.0093055
internal_weight=0 0.00723563 0.00390062 0.00279996 0.00333501
internal_count=3121 2796 1315 1115 1481
is_linear=0
shrinkage=0.1


Tree=5493
num_leaves=9
num_cat=0
split_feature=48 16 15 0 1 4 12 0
split_gain=4.30435e-05 9.69549e-05 6.04555e-05 7.47868e-05 0.000153861 9.12048e-05 3.66062e-05 4.06744e-05
threshold=0.11951500000000001 -0.5048999999999999 -0.14147499999999996 -0.10607499999999999 0.093575000000000019 -0.0029599999999999995 0.088305000000000008 -0.014954999999999998
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=0.00059053767853189856 -0.00038817840169192948 -0.00046916007009141557 -0.00011664280249398444 -0.00017435059359970621 0.00088986656721910383 -0.00054321348672235553 0.00050640735757562726 -4.2558764328151207e-05
leaf_weight=0.0010855820538906115 0.001002097499633499 0.0010630962302085175 0.0013564244280528511 0.0015277313903056091 0.0010252848035057632 0.0013393076058655757 0.001014129480812804 0.0010626339653652698
leaf_count=192 114 334 165 842 130 431 801 112
internal_value=0 3.91497e-05 -3.22062e-05 3.12056e-05 0.000316642 -0.000106305 5.60349e-05 0.000225514
internal_weight=0 0.00947419 0.00838861 0.00732551 0.00238171 0.0049438 0.00360449 0.00207676
internal_count=3121 3007 2815 2481 295 2186 1755 913
is_linear=0
shrinkage=0.00196078


Tree=5494
num_leaves=7
num_cat=0
split_feature=51 43 52 43 15 4
split_gain=1.64243e-05 3.08059e-05 4.74436e-05 7.73453e-05 8.29241e-05 2.43164e-05
threshold=-0.076794999999999988 -0.14968999999999996 -0.046924999999999988 -0.0037449999999999996 -0.082809999999999981 -0.077834999999999988
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=-0.0090433242315347395 0.01582100903856852 0.013417794103488657 -0.030711426911251168 -0.018663768491532267 0.0027921586886955124 0.024150213879720973
leaf_weight=0.0016986315238300418 0.00130300012470591 0.0016480530779824348 0.0010148706725111724 0.0013594827347702646 0.0011235728917728743 0.0010142558116986355
leaf_count=537 234 548 1008 253 250 291
internal_value=0 0.00185154 -0.00110325 -0.00640699 0.000645815 0.0129251
internal_weight=0 0.00746324 0.00616024 0.00451218 0.00349731 0.00213783
internal_count=3121 2584 2350 1802 794 541
is_linear=0
shrinkage=0.1


Tree=5495
num_leaves=8
num_cat=0
split_feature=14 15 15 0 1 13 2
split_gain=3.84217e-05 6.6681e-05 4.34918e-05 4.345e-05 5.66514e-05 5.37869e-05 3.13354e-05
threshold=-1.0000000180025095e-35 -0.10653 -0.092489999999999989 -0.10607499999999999 0.081670000000000006 -0.0025349999999999995 0.10097500000000002
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=-0.0003687612920517851 0.00041584995480455143 -0.00041203490436482319 0.0002612391290098381 0.00026324476354339712 -1.6463628959266628e-05 -0.00064287622485030289 -0.00016429135283929514
leaf_weight=0.0010311195799991369 0.0014549469970441169 0.001052304657180857 0.0019786239357068554 0.0017275413930591696 0.0010677411428935235 0.0010406309570209437 0.0010656771917756291
leaf_count=161 388 193 276 1080 478 271 274
internal_value=0 2.99821e-05 -4.0792e-05 1.59883e-05 -8.30121e-05 -0.000325643 0.00010013
internal_weight=0 0.00938747 0.00793252 0.00688021 0.00490159 0.00210837 0.00279322
internal_count=3121 2960 2572 2379 2103 749 1354
is_linear=0
shrinkage=0.00196078


Tree=5496
num_leaves=9
num_cat=0
split_feature=48 2 1 12 15 3 0 0
split_gain=3.21435e-05 6.08296e-05 5.53918e-05 6.84817e-05 4.56155e-05 5.36754e-05 4.46278e-05 1.3356e-05
threshold=0.092475000000000016 0.11215000000000001 0.111945 0.090455000000000021 -0.0063699999999999989 -0.078934999999999991 -0.014954999999999998 -0.073309999999999986
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -6 -5 -4
right_child=1 -3 7 6 5 -7 -8 -9
leaf_value=-0.00055324674219245471 0.00055439921617877509 -9.7206698380347494e-05 0.0003777400494068117 0.00041453821539334074 -0.00047165923736847267 0.00012468615275201654 -0.00015707173715882549 5.7656108727622464e-05
leaf_weight=0.0016836225293571871 0.0010150441979297972 0.0012043570187213045 0.0010025540889885363 0.0010540528868367648 0.0010161551337053367 0.0013528150745718516 0.0010464883601759519 0.0010022356810075782
leaf_count=679 220 145 163 772 647 176 108 211
internal_value=0 0.000200806 -6.53351e-05 -0.00015756 -0.000306485 -0.000131113 0.000129762 0.000217723
internal_weight=0 0.0022194 0.00815792 0.00615313 0.00405259 0.00236897 0.00210054 0.00200479
internal_count=3121 365 2756 2382 1502 823 880 374
is_linear=0
shrinkage=0.00196078


Tree=5497
num_leaves=7
num_cat=0
split_feature=0 16 151 1 15 4
split_gain=1.60243e-05 3.36234e-05 5.66988e-05 7.74136e-05 2.71346e-05 2.06665e-05
threshold=-0.061629999999999997 -0.056919999999999991 -0.0083949999999999979 0.095285000000000022 -1.0000000180025095e-35 -0.39518999999999993
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -2 -6
right_child=4 -3 3 -5 5 -7
leaf_value=-0.018844403321455892 0.018959145605963974 -0.014248247238658019 -0.0102359797101313 0.021740581061013273 -0.010786097924648512 0.0088573176465500184
leaf_weight=0.0010009205845287563 0.0010266234567367105 0.0018879578858933804 0.0012916172020743123 0.0018294745452698481 0.0010549195234397565 0.0010879543477556324
leaf_count=178 267 1061 1046 252 187 130
internal_value=0 -0.00319618 0.00186587 0.00850756 0.00559136 -0.000812977
internal_weight=0 0.00600997 0.00412201 0.00312109 0.0031695 0.00214287
internal_count=3121 2537 1476 1298 584 317
is_linear=0
shrinkage=0.1


Tree=5498
num_leaves=8
num_cat=0
split_feature=48 16 15 0 1 4 43
split_gain=6.07464e-05 0.000111632 7.09175e-05 7.7602e-05 0.000101412 9.96225e-05 5.38579e-05
threshold=0.11951500000000001 -0.5048999999999999 -0.14147499999999996 -0.10607499999999999 0.09253500000000002 -0.0029599999999999995 -0.084004999999999982
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=0.00063206172189387048 -0.00046723030860421451 -0.0005107471506545807 -3.2589078980817725e-05 0.00032665310545054656 0.00079245275524503786 -0.00056497324294792651 -0.00015715444914573523
leaf_weight=0.0010804276307568262 0.001008535377605895 0.0010635465098425625 0.0013175961830055195 0.0016207089127528492 0.0010132971031602961 0.0013369480041577828 0.0019478127192363252
leaf_count=192 114 334 158 462 137 431 1293
internal_value=0 3.91997e-05 -3.79751e-05 3.15094e-05 0.000326077 -0.000108458 6.25755e-05
internal_weight=0 0.00938034 0.00829991 0.00723636 0.00233089 0.00490547 0.00356852
internal_count=3121 3007 2815 2481 295 2186 1755
is_linear=0
shrinkage=0.00196078


Tree=5499
num_leaves=9
num_cat=0
split_feature=14 15 15 52 48 13 0 16
split_gain=3.57368e-05 6.15082e-05 3.94332e-05 4.50968e-05 4.74879e-05 5.74313e-05 0.000115115 7.83697e-05
threshold=-1.0000000180025095e-35 -0.10653 -0.092489999999999989 -0.24456499999999998 0.088875000000000023 -0.033284999999999988 -0.083914999999999976 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 -5 -7
right_child=1 2 3 4 -6 7 -8 -9
leaf_value=-0.00035986307942286957 0.00039568889488095487 -0.00039479908144069949 -0.00036606340738949494 0.00024420824697916817 0.00045528678924949665 -9.284401235413732e-05 -0.00065492103104078186 0.00060919615102296171
leaf_weight=0.0010267739690801607 0.0014565149751307209 0.0010597710609899415 0.001030470417552545 0.0010243455879147549 0.0010551193002748633 0.0014798523165918166 0.0011759095902292645 0.0010416632981209556
leaf_count=161 388 193 337 524 176 660 542 140
internal_value=0 2.55589e-05 -4.29667e-05 1.18066e-05 7.92103e-05 -4.82709e-06 -0.000236325 0.000197176
internal_weight=0 0.00932365 0.00786713 0.00680736 0.00577689 0.00472177 0.00220026 0.00252152
internal_count=3121 2960 2572 2379 2042 1866 1066 800
is_linear=0
shrinkage=0.00196078


Tree=5500
num_leaves=8
num_cat=0
split_feature=47 16 43 151 0 1 13
split_gain=1.93504e-05 6.38718e-05 3.98618e-05 4.56403e-05 4.42733e-05 5.20633e-05 2.75326e-05
threshold=0.11926500000000002 -0.5048999999999999 -0.084004999999999982 -0.0038099999999999996 -0.026509999999999995 0.094385000000000011 0.0045550000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 -1 6 -4 5 -5 -3
right_child=-2 2 3 4 -6 -7 -8
leaf_value=0.023145046413690841 -0.013257480293721414 0.021386118476112437 0.010653214389556661 -0.036234587311492227 0.0038807887129936381 -0.0077256981543323919 -0.0016829283640116288
leaf_weight=0.0011638268557636845 0.0010048586079330771 0.0010045201422763503 0.0011294268146708583 0.0010848262953911197 0.0011809774209010867 0.0015642451402600884 0.0010667652370687831
leaf_count=200 112 433 257 1290 215 348 266
internal_value=0 0.00144563 -0.00214635 -0.00701243 -0.0122218 -0.0194004 0.00950497
internal_weight=0 0.00819459 0.00703076 0.00495948 0.00383005 0.00264907 0.00207129
internal_count=3121 3009 2809 2110 1853 1638 699
is_linear=0
shrinkage=0.1


Tree=5501
num_leaves=6
num_cat=0
split_feature=42 15 42 1 15
split_gain=1.6835e-05 3.84474e-05 6.10772e-05 5.08304e-05 4.57603e-05
threshold=-1.0000000180025095e-35 0.090455000000000021 0.084050000000000014 0.086560000000000012 -0.10324499999999999
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
right_child=1 -3 -4 4 -6
leaf_value=-0.0099224183940691893 0.019548793908760995 0.018814322514361458 -0.016055871853904988 0.013272357379358422 -0.012074465638447138
leaf_weight=0.0014776905361435951 0.0015893726565786772 0.0011248458849240413 0.0019460369180913858 0.0011426417943110629 0.0018910568875677904
leaf_count=862 257 431 1040 192 339
internal_value=0 0.00173126 -0.00119391 0.00506208 -0.00252759
internal_weight=0 0.00769395 0.00656911 0.00462307 0.0030337
internal_count=3121 2259 1828 788 531
is_linear=0
shrinkage=0.1


Tree=5502
num_leaves=6
num_cat=0
split_feature=11 2 43 52 1
split_gain=1.49148e-05 3.22953e-05 5.18935e-05 4.55091e-05 3.36354e-05
threshold=1.0000000180025095e-35 0.089885000000000007 -0.074359999999999996 -0.013374999999999998 0.10587000000000001
decision_type=2 2 2 2 2
left_child=1 2 -1 -3 -5
right_child=-2 3 -4 4 -6
leaf_value=0.005297167786667889 -0.011515906197349414 0.019486373873859032 -0.019925549831337229 -0.0088547199601733753 0.012557070982656217
leaf_weight=0.0017648328096966106 0.0010222403652215212 0.001731108708677351 0.0015167187056539144 0.0019347188947669747 0.0011817939015884068
leaf_count=686 244 496 918 592 185
internal_value=0 0.00130009 -0.00636066 0.00648597 -0.000735285
internal_weight=0 0.00812917 0.00328155 0.00484762 0.00311651
internal_count=3121 2877 1604 1273 777
is_linear=0
shrinkage=0.1


Tree=5503
num_leaves=8
num_cat=0
split_feature=14 15 15 150 16 2 13
split_gain=4.11862e-05 7.53668e-05 5.98376e-05 0.000142152 5.08292e-05 7.63464e-05 6.48891e-05
threshold=-1.0000000180025095e-35 -0.10653 -0.037864999999999989 0.081835000000000019 0.38525000000000004 0.10327000000000001 -0.0034749999999999994
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=-0.00038079926580520453 0.00044405459647522613 -0.00080372061236831617 0.00035528111025132585 0.00019368811585408142 0.00045350678754518337 -0.00044818234165403632 -0.00019827566284628026
leaf_weight=0.0010257933140651121 0.0014486702140464941 0.0011259795152656657 0.0019737923948470542 0.0010727910205552541 0.0010499078081745482 0.001205922866594033 0.0013857556821929894
leaf_count=161 388 599 1066 210 122 198 377
internal_value=0 3.32792e-05 -4.28747e-05 -0.00031708 6.44937e-05 -2.49665e-05 0.000126948
internal_weight=0 0.00926282 0.00781415 0.00219877 0.00561538 0.00456547 0.00335955
internal_count=3121 2960 2572 809 1763 1641 1443
is_linear=0
shrinkage=0.00196078


Tree=5504
num_leaves=9
num_cat=0
split_feature=52 376 457 160 16 160 4 0
split_gain=4.3099e-05 8.34451e-05 5.5909e-05 5.74014e-05 5.58323e-05 9.54789e-05 6.29293e-05 0.000120218
threshold=-0.28430999999999995 1.0000000180025095e-35 0.08597500000000001 1.0000000180025095e-35 0.051380000000000002 -0.076689999999999994 -0.077679999999999985 -0.10607499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 -8
right_child=1 -3 -4 -5 -6 6 7 -9
leaf_value=-0.00039242497123169597 -0.00064139696104080154 0.00056433160146720249 0.00039707313749151005 -0.00051339040931960768 0.00028842287436875089 0.0004169645949841187 0.00015802605768899008 -0.00065517586970430177
leaf_weight=0.0010378506922098631 0.0010822322234288612 0.0010012350190516097 0.0010314400479546027 0.0010580039684316214 0.0016764527416613826 0.0010905105742943259 0.0019602285918202409 0.00108622826616554
leaf_count=344 540 166 156 329 258 644 182 502
internal_value=0 2.73979e-05 -3.24342e-05 -8.81332e-05 -2.28858e-05 -0.000122881 1.27632e-05 -0.000131925
internal_weight=0 0.00998633 0.0089851 0.00795366 0.00689565 0.0052192 0.00413697 0.00304646
internal_count=3121 2777 2611 2455 2126 1868 1328 684
is_linear=0
shrinkage=0.00196078


Tree=5505
num_leaves=8
num_cat=0
split_feature=157 160 42 151 16 1 1
split_gain=1.46576e-05 6.80813e-05 5.7739e-05 5.29593e-05 5.58756e-05 8.9158e-05 3.98309e-05
threshold=-0.06266999999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 -0.071854999999999988 0.099660000000000012 0.080270000000000022
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=0.011116208792448956 -0.023348328170989922 -0.017587144825855161 -0.012877978749739475 0.0033357705767006578 0.012252373850670474 0.042598777660162603 -0.014289183543088649
leaf_weight=0.0010288102668307699 0.0012187578713521406 0.0012083116043595694 0.0011348975546297225 0.0012051319755237481 0.0012374324977008865 0.0011120227408853971 0.0010411396200464349
leaf_count=460 654 714 262 367 225 193 246
internal_value=0 -0.00155027 0.00227836 0.00646703 0.0112442 0.0221784 0.000124837
internal_weight=0 0.00815769 0.00693894 0.00573062 0.00459573 0.00231715 0.00227857
internal_count=3121 2661 2007 1293 1031 560 471
is_linear=0
shrinkage=0.1


Tree=5506
num_leaves=8
num_cat=0
split_feature=11 13 1 0 0 4 43
split_gain=2.51168e-05 3.50686e-05 8.98447e-05 6.03685e-05 5.72318e-05 7.32085e-05 4.87808e-05
threshold=0.078340000000000007 -0.0034749999999999994 1.0000000180025095e-35 -0.019414999999999998 -0.10607499999999999 0.25615500000000008 -0.052894999999999991
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 -4
right_child=-2 3 6 -5 -6 -7 -8
leaf_value=-0.0001651826488941243 -0.00030010277850296517 0.00020300873226563191 0.00071044559675481286 0.00032863044300131548 -0.0005339173768581435 -0.00045921418164826511 0.00012232757923899963
leaf_weight=0.0017752329530919151 0.0010297083562748012 0.0017887989207425186 0.0011346680000790534 0.0010807295471567929 0.0012909348443927919 0.0010009640287093578 0.0010384907830279968
leaf_count=1234 208 155 421 139 490 74 400
internal_value=0 2.29764e-05 0.000162071 -8.34279e-05 -0.000192557 -3.45962e-05 0.000429401
internal_weight=0 0.00910982 0.00394839 0.00516143 0.0040807 0.00278976 0.00217316
internal_count=3121 2913 2055 858 719 229 821
is_linear=0
shrinkage=0.00196078


Tree=5507
num_leaves=7
num_cat=0
split_feature=0 3 15 48 15 2
split_gain=1.54657e-05 3.44278e-05 4.60234e-05 5.1948e-05 3.1752e-05 1.96758e-05
threshold=-0.061629999999999997 -0.08824499999999999 -0.0058549999999999991 0.016865000000000002 -1.0000000180025095e-35 0.10097500000000002
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=-0.018723455684178852 0.019934335589489868 -0.021712118532378186 0.01391619384956721 0.0043109743912914137 0.0077433651914310953 -0.011385098124836193
leaf_weight=0.0011437011143888131 0.001031395380967289 0.0013173334509648943 0.0016840544659530322 0.0018365338928385579 0.0011248890050622089 0.0010302305310934262
leaf_count=537 267 774 828 398 140 177
internal_value=0 -0.0031201 0.000568587 -0.00655857 0.00550486 -0.00140078
internal_weight=0 0.00598162 0.00483792 0.00315387 0.00318651 0.00215512
internal_count=3121 2537 2000 1172 584 317
is_linear=0
shrinkage=0.1


Tree=5508
num_leaves=9
num_cat=0
split_feature=47 4 12 151 1 133 3 16
split_gain=2.52702e-05 7.50535e-05 6.91937e-05 5.04217e-05 0.000168965 4.39551e-05 3.62108e-05 9.09767e-06
threshold=0.12431000000000002 0.24564500000000003 0.098810000000000023 -0.0052199999999999989 0.083835000000000007 1.0000000180025095e-35 0.0051600000000000005 -0.5048999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -6 -3
right_child=-2 7 -4 4 6 -7 -8 -9
leaf_value=0.00032909762697341864 -0.00029117002219384685 0.00049223974414169434 -0.00054168307233679372 0.00046134761150013295 -0.00025433619516588793 -6.0825763032698624e-05 -0.00077414625031793551 0.00022876597075466109
leaf_weight=0.0014517387563676588 0.0010814688226104116 0.0010020131548967419 0.0010196031809916635 0.0015075988693429355 0.0010580449159792245 0.001052453283630574 0.0010043072954351029 0.0010135174674212406
leaf_count=430 91 157 388 657 497 519 137 245
internal_value=0 2.58508e-05 -6.90195e-05 1.03216e-05 -8.9795e-05 0.000246679 -0.000507469 0.000359751
internal_weight=0 0.00910928 0.00709375 0.00607414 0.0046224 0.00256005 0.00206235 0.00201553
internal_count=3121 3030 2628 2240 1810 1176 634 402
is_linear=0
shrinkage=0.00196078


Tree=5509
num_leaves=7
num_cat=0
split_feature=47 4 160 4 3 1
split_gain=1.65249e-05 6.28637e-05 3.59443e-05 6.57084e-05 6.74755e-05 2.67556e-05
threshold=0.11926500000000002 0.24564500000000003 -0.027994999999999996 -0.0029599999999999995 -0.08824499999999999 0.094385000000000011
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=0.011909467286111213 -0.012201790444330264 0.017842695225669641 -0.01717448463982689 -0.032480606521325082 0.013681527781482281 -0.0096878362020153437
leaf_weight=0.0012482495657898619 0.0010069844556322123 0.001805436804141641 0.0011222368788234237 0.0010056940419251896 0.0019232861254191874 0.0010555776323044677
leaf_count=705 112 398 468 329 1002 107
internal_value=0 0.00137586 -0.00330229 -0.00702048 0.00231148 -0.0208084
internal_weight=0 0.00816048 0.00635504 0.00510679 0.00304552 0.00206127
internal_count=3121 3009 2611 1906 1470 436
is_linear=0
shrinkage=0.1


Tree=5510
num_leaves=8
num_cat=0
split_feature=43 43 52 15 12 2 16
split_gain=1.38825e-05 4.64123e-05 2.47176e-05 7.21879e-05 6.3731e-05 6.96363e-05 2.29604e-05
threshold=-0.04890499999999999 -0.092909999999999979 -0.0064899999999999992 -0.07490999999999999 0.088365000000000013 0.10699500000000002 0.064860000000000015
decision_type=2 2 2 2 2 2 2
left_child=1 6 3 -2 5 -4 -1
right_child=2 -3 4 -5 -6 -7 -8
leaf_value=-0.014685856459697701 0.0065050807169289328 0.020016288578751876 0.025376959834425353 -0.030427873767806091 -0.017216247535995346 -0.0083859043971938 0.0063966459181306751
leaf_weight=0.0010420818157415876 0.0010752170529728193 0.0012767376318166056 0.0014297204485490289 0.0010421775918893468 0.0011843799250761803 0.0010666196722563595 0.0010243776562814009
leaf_count=344 186 990 476 307 552 145 121
internal_value=0 0.00502641 -0.0030648 -0.0116732 0.00188735 0.010951 -0.00423492
internal_weight=0 0.0033432 0.00579811 0.00211739 0.00368072 0.00249634 0.00206646
internal_count=3121 1455 1666 493 1173 621 465
is_linear=0
shrinkage=0.1


Tree=5511
num_leaves=7
num_cat=0
split_feature=0 15 43 15 0 16
split_gain=1.48803e-05 2.5972e-05 7.88947e-05 6.28548e-05 4.5379e-05 3.6018e-05
threshold=-1.0000000180025095e-35 -0.016799999999999995 -0.079329999999999984 0.024640000000000006 -0.10474999999999998 -0.095564999999999983
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=-0.031527031634924423 0.007718938341672023 0.022920933255992829 0.0034199024229393661 -0.0074766818635353246 0.017335793475010877 -0.021708490712297135
leaf_weight=0.0010084444712021175 0.0019225384760585759 0.0011779035946415043 0.0013083878863197466 0.0016100115797115686 0.0010729273157795453 0.0010113151575132911
leaf_count=557 325 282 196 1141 514 106
internal_value=0 -0.00218552 -0.00696938 0.00536641 0.000330269 -0.00753526
internal_weight=0 0.00718899 0.00440107 0.00278792 0.00339263 0.0023197
internal_count=3121 2796 1373 1423 816 302
is_linear=0
shrinkage=0.1


Tree=5512
num_leaves=8
num_cat=0
split_feature=376 50 43 15 49 42 4
split_gain=2.0601e-05 4.26809e-05 4.67369e-05 6.408e-05 5.09237e-05 9.97653e-05 9.40488e-05
threshold=1.0000000180025095e-35 0.088425000000000017 -0.17390999999999998 -0.15914499999999995 -0.043469999999999995 0.084050000000000014 -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=0.00034029451995225469 0.00025653766511270291 -0.00041531482592366677 0.00039564387343282595 0.00011959176265828193 0.00027736963918577958 -0.00078931524151252576 -0.00046349061572103172
leaf_weight=0.0013545400513144228 0.0010000397231350782 0.001031840979845748 0.0010069094822365756 0.0018933364085970635 0.0013917429015084591 0.001043685488780284 0.0012508835807357702
leaf_count=168 169 537 251 315 673 786 222
internal_value=0 -4.01578e-05 8.58888e-06 -5.96271e-05 -0.000141786 -0.000276033 -7.33155e-05
internal_weight=0 0.00897294 0.0079411 0.00658656 0.00557965 0.00368631 0.00264263
internal_count=3121 2952 2415 2247 1996 1681 895
is_linear=0
shrinkage=0.00196078


Tree=5513
num_leaves=8
num_cat=0
split_feature=52 1 457 1 15 133 43
split_gain=2.61493e-05 4.39639e-05 5.20565e-05 4.47524e-05 6.76938e-05 4.11335e-05 0.000129941
threshold=-0.26636999999999994 0.11588000000000001 0.045365000000000009 0.088485000000000022 -0.10091499999999999 0.084990000000000024 -0.0030899999999999994
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 -2
right_child=1 -3 -4 4 -6 -7 -8
leaf_value=-0.0003125070858940156 0.00066788624269196225 0.00030434799739500513 0.00033473017927069241 -3.8073805913224051e-06 -0.00062080717034365099 -0.00029615442265046305 -0.0002513151400611762
leaf_weight=0.0010006355454299102 0.0011018689802387259 0.0017125356615748768 0.0011677331086446694 0.0014072579486123331 0.0013295775408531333 0.0010193925071576883 0.0012759551323696817
leaf_count=354 580 375 240 130 436 567 439
internal_value=0 2.15958e-05 -4.47199e-05 -0.000116955 -0.000303551 3.33681e-05 0.000174637
internal_weight=0 0.00901432 0.00730179 0.00613405 0.00273684 0.00339722 0.00237782
internal_count=3121 2767 2392 2152 566 1586 1019
is_linear=0
shrinkage=0.00196078


Tree=5514
num_leaves=8
num_cat=0
split_feature=49 52 2 42 4 2 4
split_gain=1.66339e-05 2.95437e-05 7.15499e-05 0.000121655 6.61895e-05 3.18566e-05 2.75321e-05
threshold=-0.043469999999999995 0.10744000000000002 0.11215000000000001 0.084050000000000014 -0.084369999999999987 1.0000000180025095e-35 0.0052350000000000009
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=-0.0038562293487599715 -0.0095502374209176059 0.01138447054499294 -0.02678288982794709 -0.024606822425006294 0.0093899378728388629 0.034058507853948559 0.018864087822608708
leaf_weight=0.0010555505727310745 0.0010282329748661427 0.0012620589284864396 0.0012396138886824337 0.0013596357447156308 0.0010727771226776779 0.0010224079260638978 0.0010780795602612363
leaf_count=261 413 504 335 772 207 465 164
internal_value=0 -0.00246449 -0.00551869 0.000361096 0.0112297 0.0214277 0.00762388
internal_weight=0 0.00698473 0.00572267 0.00448305 0.00312342 0.00209519 0.00213363
internal_count=3121 2696 2192 1857 1085 672 425
is_linear=0
shrinkage=0.1


Tree=5515
num_leaves=9
num_cat=0
split_feature=14 49 47 15 52 12 0 13
split_gain=5.67569e-05 6.65029e-05 4.97287e-05 0.000133556 0.000102068 0.00011152 8.8616e-05 5.8901e-05
threshold=-1.0000000180025095e-35 0.065470000000000014 0.092530000000000015 -0.094549999999999981 0.10160000000000001 0.086850000000000024 -0.11437499999999999 -0.086354999999999987
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=-0.00042955144388202946 0.00070629414702416075 0.00049388752052798447 -0.00031279203857399789 0.00014895128304337978 -0.00059075844460491271 0.00073568495725607769 -0.0005814334544384359 0.00010107587039354498
leaf_weight=0.0010834054554309447 0.001043024009268527 0.0011164101484445786 0.0017227638597392915 0.0012907957757870298 0.0011095201614372777 0.0010159683636495303 0.0012641147265962242 0.0012592563100958726
leaf_count=161 204 567 221 168 374 127 583 716
internal_value=0 4.33439e-05 -1.4435e-05 5.91755e-05 -5.44608e-05 6.8731e-05 -0.000212427 0.000384451
internal_weight=0 0.00982185 0.00870544 0.00698268 0.00593966 0.00483014 0.00255491 0.00227522
internal_count=3121 2960 2393 2172 1968 1594 751 843
is_linear=0
shrinkage=0.00196078


Tree=5516
num_leaves=9
num_cat=0
split_feature=1 0 3 2 0 51 48 13
split_gain=3.64828e-05 9.1063e-05 4.76881e-05 6.4812e-05 5.71699e-05 5.47438e-05 4.87429e-05 3.77698e-05
threshold=0.077565000000000009 -0.059114999999999994 0.076840000000000006 1.0000000180025095e-35 -0.077809999999999976 -0.031924999999999995 0.086910000000000015 -0.029529999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 -4 -7 -3
right_child=2 7 5 -5 -6 6 -8 -9
leaf_value=-0.00067059255231291049 -0.00022383961669715754 -0.00022114221657066081 -0.0004831393995358058 0.00056634302336114621 0.00038695673293347366 0.00039312592290987095 -0.00016854923186558076 0.00030879061380686799
leaf_weight=0.0010041451117359162 0.0014180052923410255 0.0010142176275770068 0.0010036611622391278 0.0013468078777299159 0.0010079499777450925 0.0010022218839063199 0.001458441783185091 0.0010549243607548575
leaf_count=1460 378 91 126 397 313 149 122 85
internal_value=0 -0.00018609 6.89026e-05 0.000221425 2.99376e-05 -9.71988e-05 6.02196e-05 4.90369e-05
internal_weight=0 0.00307329 0.00723709 0.00377276 0.00242596 0.00346432 0.00246066 0.00206914
internal_count=3121 1636 1485 1088 691 397 271 176
is_linear=0
shrinkage=0.00196078


Tree=5517
num_leaves=9
num_cat=0
split_feature=14 49 2 4 47 4 0 16
split_gain=6.24945e-05 5.67449e-05 7.03137e-05 7.86974e-05 6.02802e-05 9.12114e-05 6.01455e-05 0.000125676
threshold=-1.0000000180025095e-35 0.0043850000000000009 0.10912000000000001 -0.35136499999999998 0.092530000000000015 0.053180000000000012 -0.077999999999999986 -0.083539999999999989
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=-0.00046025501824089617 -0.00059586296970433425 0.00042610636364868499 0.00031349079771573161 0.00018549633245953069 -0.00036602244597897914 0.00060975534403356392 0.00031209637811168301 -0.00075053634429333061
leaf_weight=0.0010913212077074989 0.0010941475977287304 0.0012421531368752891 0.0018886552120913292 0.0011879172531381534 0.0014665077296886946 0.0010103573998569431 0.0010980524932933142 0.0010293374189643723
leaf_count=161 148 611 344 425 192 178 372 690
internal_value=0 3.38617e-05 -2.1663e-05 -0.000113583 -2.24797e-05 9.39898e-05 -6.31925e-05 -0.000249047
internal_weight=0 0.0100171 0.00877498 0.00688632 0.00579217 0.00432566 0.00331531 0.00221725
internal_count=3121 2960 2349 2005 1857 1665 1487 1115
is_linear=0
shrinkage=0.00196078


Tree=5518
num_leaves=9
num_cat=0
split_feature=48 16 52 0 0 2 12 52
split_gain=5.05389e-05 0.000110345 7.45986e-05 6.95922e-05 0.000119005 6.15623e-05 4.51948e-05 4.25159e-05
threshold=0.11951500000000001 -0.5048999999999999 0.11434500000000002 -0.077999999999999986 -0.10607499999999999 0.092875000000000013 0.095175000000000023 -0.088204999999999992
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 -5
right_child=-2 2 -4 6 -6 -7 -8 -9
leaf_value=0.0006178006245249276 -0.00042471816954299312 0.00029763456758996447 -0.00053020412443759981 -0.00024710347979886414 -0.00068364906143148592 -0.0002933889178756268 0.00050999962494126044 0.00028646473344639764
leaf_weight=0.0010931351016138261 0.0010363861250328567 0.001701287793455237 0.0010615132872270512 0.0010101853531368765 0.0011596918426471027 0.0011260822903527042 0.0013190900673961444 0.0013302052445416572
leaf_count=192 114 152 437 221 1226 165 342 272
internal_value=0 3.05935e-05 -4.31195e-05 2.44989e-05 -0.00015471 6.22423e-05 0.00021975 5.61601e-05
internal_weight=0 0.00980119 0.00870806 0.00764654 0.00398706 0.00282737 0.00365948 0.00234039
internal_count=3121 3007 2815 2378 1543 317 835 493
is_linear=0
shrinkage=0.00196078


Tree=5519
num_leaves=9
num_cat=0
split_feature=48 48 2 12 4 15 3 1
split_gain=3.81173e-05 9.20145e-05 5.43768e-05 7.01422e-05 7.74296e-05 6.56614e-05 7.56552e-05 4.51531e-05
threshold=0.11951500000000001 0.092475000000000016 0.11474000000000002 0.090455000000000021 0.09173000000000002 -0.016799999999999995 -0.055119999999999995 0.096255000000000021
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 7 -7 -1
right_child=-2 -3 -4 4 -6 6 -8 -9
leaf_value=-0.00023096932337634068 -0.00037131456353522259 0.0005273948383192745 0.00038158836230670464 -0.00010563697281048237 0.0005708492865762006 -0.00040451033359684374 0.00028155916729572758 -0.00080831707184879581
leaf_weight=0.0010758944762950017 0.0010161174353625251 0.0012363059523455349 0.0010080562240537142 0.0017947602934408344 0.0010203066792146779 0.0011583419726319496 0.0013246466563077326 0.0010094283214149694
leaf_count=423 114 251 343 761 94 795 157 183
internal_value=0 2.79921e-05 -4.55847e-05 -0.000103907 0.000139552 -0.00025393 -3.84999e-05 -0.000510442
internal_weight=0 0.00962774 0.00839143 0.00738338 0.00281507 0.00456831 0.00248299 0.00208532
internal_count=3121 3007 2756 2413 855 1558 952 606
is_linear=0
shrinkage=0.00196078


Tree=5520
num_leaves=8
num_cat=0
split_feature=52 12 0 0 1 15 2
split_gain=1.81147e-05 3.37752e-05 6.47215e-05 7.56541e-05 7.43493e-05 5.13695e-05 7.91266e-05
threshold=0.11434500000000002 0.086700000000000013 -0.019414999999999998 -0.12333499999999999 0.10612500000000001 0.088345000000000021 0.097220000000000015
decision_type=2 2 2 2 2 2 2
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right_child=-2 5 -4 -5 -6 -7 -8
leaf_value=0.016288702042453355 -0.011382396337315462 -0.018002435017921186 0.018699407466552808 -0.030250545763768694 -0.018049160932795807 0.027673933848196303 0.020188897929258015
leaf_weight=0.0013350933717040181 0.0012381699450063907 0.001105475767232224 0.0010127171700811989 0.0012195092581627097 0.0011949354181967986 0.0010508686234862929 0.0010652370649649448
leaf_count=179 501 605 184 776 137 430 309
internal_value=0 0.00161728 -0.00373232 -0.00979093 7.08911e-05 0.00952525 0.000739253
internal_weight=0 0.00798384 0.00476226 0.00374954 0.00253003 0.00322158 0.00217071
internal_count=3121 2620 1276 1092 316 1344 914
is_linear=0
shrinkage=0.1


Tree=5521
num_leaves=9
num_cat=0
split_feature=48 16 15 0 1 4 0 43
split_gain=4.13422e-05 7.07298e-05 6.41295e-05 8.74418e-05 0.000141195 8.12404e-05 7.75985e-05 3.96004e-05
threshold=0.11951500000000001 -0.5048999999999999 -0.14147499999999996 -0.10607499999999999 0.093575000000000019 -0.083854999999999985 -0.059114999999999994 -0.083269999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 7 -7 -5
right_child=-2 2 3 5 -6 6 -8 -9
leaf_value=0.00050394028683854578 -0.0003882791478012684 -0.00048424946896220887 -6.935979715056684e-05 0.0003774816147141041 0.00089386952155800928 -0.00069000319015229323 2.7638198094333555e-05 -0.00010754082981685174
leaf_weight=0.0010746118745615834 0.001003272516460635 0.0010473349803005608 0.0013688970910465097 0.0012441088912396188 0.001021829828465895 0.001331573231359725 0.0010253764029833458 0.0013489104205872547
leaf_count=192 114 334 165 173 130 1456 162 395
internal_value=0 3.03213e-05 -3.03552e-05 3.44043e-05 0.000342338 -0.000114321 -0.000377798 0.000125169
internal_weight=0 0.00946264 0.00838803 0.0073407 0.00239073 0.00494997 0.00235695 0.00259302
internal_count=3121 3007 2815 2481 295 2186 1618 568
is_linear=0
shrinkage=0.00196078


Tree=5522
num_leaves=7
num_cat=0
split_feature=1 48 13 13 0 4
split_gain=1.73902e-05 4.03824e-05 4.67961e-05 4.94516e-05 4.95698e-05 2.79639e-05
threshold=0.111945 0.091545000000000015 -0.094514999999999988 -0.0039049999999999992 -0.077809999999999976 0.24564500000000003
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=0.00904054071502511 -0.0015479798590816911 0.013467611655623378 -0.03123206256404934 -0.017225305762397357 0.0093940463635296678 0.019154351416619472
leaf_weight=0.0013821203519189368 0.0016668105326461747 0.0012163018490570316 0.0010246799794569801 0.001603272415839078 0.001241070731213608 0.0010721645598731554
leaf_count=198 221 266 1432 419 309 276
internal_value=0 -0.00295097 -0.00675395 -0.0123962 -0.0056105 0.00655589
internal_weight=0 0.00646745 0.00525114 0.00386902 0.00284434 0.00273898
internal_count=3121 2624 2358 2160 728 497
is_linear=0
shrinkage=0.1


Tree=5523
num_leaves=8
num_cat=0
split_feature=48 11 13 1 49 12 15
split_gain=3.70147e-05 6.3936e-05 8.91703e-05 8.17353e-05 6.52771e-05 8.4422e-05 6.41107e-05
threshold=-0.015314999999999997 1.0000000180025095e-35 -0.076384999999999995 0.08844500000000001 -0.009244999999999998 0.051320000000000005 -0.036009999999999993
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 6 -6
right_child=1 -3 4 -5 5 -7 -8
leaf_value=0.00035113054501144608 2.2694687022236406e-05 -0.00050497713737804577 -0.00050231198125561688 0.00069614586424862732 -9.1174250525096197e-05 -0.00039358143205954884 0.00048950871835572044
leaf_weight=0.0010059481728016155 0.0017288855300342909 0.0010336482091446606 0.0013754568211907141 0.0011562726368596701 0.0015680384573435488 0.0014891601166064534 0.001369361645317179
leaf_count=189 762 230 160 370 225 1050 135
internal_value=0 -4.39739e-05 1.08788e-05 0.000292591 -0.000129208 -1.32735e-05 0.000179529
internal_weight=0 0.00972082 0.00868718 0.00288516 0.00580202 0.00442656 0.0029374
internal_count=3121 2932 2702 1132 1570 1410 360
is_linear=0
shrinkage=0.00196078


Tree=5524
num_leaves=8
num_cat=0
split_feature=159 15 3 4 4 4 4
split_gain=2.31208e-05 4.68905e-05 5.80607e-05 5.66523e-05 5.62176e-05 4.95406e-05 6.36088e-05
threshold=0.090025000000000008 -0.11713499999999999 -0.016324999999999996 0.053925000000000008 0.0049200000000000008 0.053925000000000008 -0.083854999999999985
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=-0.00028512440114856574 -0.00028816317204654544 0.00037629038778397121 -0.00013170228971355459 -0.00044891329617649208 0.00044306025162459611 0.00062425060850577454 -0.00024322272064049709
leaf_weight=0.001553942470910963 0.0010014577757035169 0.0015505164907010699 0.0018587330164922334 0.0011228910761530292 0.0010096643000470779 0.0010569586531921794 0.0010817599522759526
leaf_count=364 390 472 233 105 55 223 1279
internal_value=0 2.55064e-05 8.8354e-05 -7.5549e-05 7.06118e-05 0.000265676 0.000121695
internal_weight=0 0.00923447 0.00768052 0.00399129 0.0028684 0.00368924 0.00263228
internal_count=3121 2731 2367 393 288 1974 1751
is_linear=0
shrinkage=0.00196078


Tree=5525
num_leaves=7
num_cat=0
split_feature=43 3 457 2 1 13
split_gain=1.78789e-05 4.6697e-05 2.50499e-05 5.21963e-05 6.36088e-05 1.95424e-05
threshold=-0.067199999999999996 -0.077774999999999983 0.045365000000000009 0.11474000000000002 0.089175000000000018 -0.0060599999999999994
decision_type=2 2 2 2 2 2
left_child=1 5 3 4 -2 -1
right_child=2 -3 -4 -5 -6 -7
leaf_value=-0.013739073754120141 0.00034083323915123188 0.020404987287519688 0.010521223669896206 0.01109251865939599 -0.026269667162231683 0.0060069753088211383
leaf_weight=0.0010006714850890417 0.0018489577700092261 0.0013141974246255062 0.0010585082117794218 0.001255969986834791 0.0017470469252743267 0.0010041657888884932
leaf_count=637 917 427 142 285 424 289
internal_value=0 0.00575465 -0.00341689 -0.00645764 -0.0125873 -0.00384884
internal_weight=0 0.00331903 0.00591048 0.00485197 0.003596 0.00200484
internal_count=3121 1353 1768 1626 1341 926
is_linear=0
shrinkage=0.1


Tree=5526
num_leaves=8
num_cat=0
split_feature=14 15 3 13 0 42 4
split_gain=3.00482e-05 6.99473e-05 3.04976e-05 6.97531e-05 0.000108702 7.04192e-05 6.45135e-05
threshold=-1.0000000180025095e-35 -0.10653 0.083060000000000009 -0.033284999999999988 -0.082974999999999979 -1.0000000180025095e-35 0.033845000000000007
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -5 -4
right_child=1 2 6 5 -6 -7 -8
leaf_value=-0.00032990731025915701 0.00042122085744575338 0.00019901775993706153 3.1400919573208071e-06 -0.00014458866522090364 -0.0006798653359778472 0.00049992464297987464 -0.00060655485968397237
leaf_weight=0.0010084710845123966 0.0014563750511670222 0.0011491725492657483 0.0019744910859518447 0.0010518497394734784 0.0010224145766458514 0.0017134906996848942 0.001007819816005024
leaf_count=161 388 697 196 690 624 298 67
internal_value=0 2.62905e-05 -4.63385e-05 4.82349e-05 -0.000214773 0.000254772 -0.000202896
internal_weight=0 0.00937561 0.00791924 0.00493693 0.00217159 0.00276534 0.00298231
internal_count=3121 2960 2572 2309 1321 988 263
is_linear=0
shrinkage=0.00196078


Tree=5527
num_leaves=7
num_cat=0
split_feature=1 4 3 2 3 16
split_gain=1.76885e-05 4.05604e-05 3.02649e-05 4.52472e-05 5.01316e-05 2.82707e-05
threshold=0.077565000000000009 -0.083854999999999985 0.083060000000000009 1.0000000180025095e-35 -0.078934999999999991 -0.062804999999999986
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=0.0025230038106058505 -0.015936210509026549 -0.022617136407995963 0.0034577791876672886 0.024178653107262894 0.014487662001813353 -0.016176378787844555
leaf_weight=0.0017230248534558291 0.0010079051734333349 0.0010226384350875074 0.0018001314516546555 0.0012668995624977859 0.001170678076693789 0.0012374867277961631
leaf_count=353 357 1283 223 408 334 163
internal_value=0 -0.00684059 0.00273581 0.00915115 0.000412286 -0.00454093
internal_weight=0 0.00274566 0.0064831 0.00344548 0.00217858 0.00303762
internal_count=3121 1636 1485 1099 691 386
is_linear=0
shrinkage=0.1


Tree=5528
num_leaves=9
num_cat=0
split_feature=1 0 47 15 51 47 4 13
split_gain=2.86941e-05 5.49543e-05 3.23383e-05 7.35726e-05 6.34322e-05 5.60326e-05 3.21543e-05 2.91666e-05
threshold=0.077565000000000009 -0.059114999999999994 0.087235000000000021 1.0000000180025095e-35 0.087505000000000013 0.10980000000000002 0.024790000000000003 -0.029529999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -4 -2 -3
right_child=2 7 5 -5 -6 -7 -8 -9
leaf_value=-0.00054106503493379942 0.00026298365187116409 -0.00021964101339125869 -0.00045361818787480028 -0.00020971816402056665 -9.1216838241510697e-05 0.0001369974692222409 0.00072545685837399263 0.00024214809905455742
leaf_weight=0.0010063867160328595 0.00114762433675741 0.0010304089805224308 0.0010921300543815841 0.001475219914992 0.0010193934367999317 0.0014212814828730457 0.0011644893307276223 0.0010738680097469881
leaf_count=1460 321 91 143 428 136 157 300 85
internal_value=0 -0.000164211 6.05902e-05 0.00015483 0.000316255 -0.000119637 0.000495907 1.60221e-05
internal_weight=0 0.00311066 0.00732014 0.00480673 0.00333151 0.00251341 0.00231211 0.00210428
internal_count=3121 1636 1485 1185 757 300 621 176
is_linear=0
shrinkage=0.00196078


Tree=5529
num_leaves=9
num_cat=0
split_feature=48 16 1 0 16 48 2 12
split_gain=5.15419e-05 0.000106084 4.31648e-05 8.24063e-05 5.72616e-05 8.61257e-05 4.93564e-05 4.39821e-05
threshold=0.11951500000000001 -0.51370499999999997 0.111945 -0.10324499999999999 -0.094359999999999986 0.084855000000000014 0.096540000000000015 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 6 7 -6
right_child=-2 2 3 -5 5 -7 -8 -9
leaf_value=0.00063906363827012994 -0.00042292049129952181 -0.00044208001570437072 0.0006009342714525498 -0.00014285275428687532 -5.5023055870944384e-05 0.00049461627162428938 0.00010636314662818622 -0.00060388464708586932
leaf_weight=0.0010041664888463054 0.0010448980540876144 0.0015627536160470624 0.0010553330039949158 0.0012522472064466581 0.0011025531235227819 0.0010252726494251315 0.001727717941011364 0.0011434715007686532
leaf_count=145 114 387 108 267 263 296 432 1109
internal_value=0 3.50285e-05 -3.33589e-05 0.000197306 -0.000114477 -1.20641e-05 -0.000142794 -0.000334453
internal_weight=0 0.00987352 0.00886935 0.00230758 0.00656177 0.00499902 0.00397374 0.00224602
internal_count=3121 3007 2862 375 2487 2100 1804 1372
is_linear=0
shrinkage=0.00196078


Tree=5530
num_leaves=7
num_cat=0
split_feature=52 13 3 2 43 1
split_gain=1.62435e-05 3.56338e-05 4.69127e-05 2.57903e-05 7.61502e-05 1.96052e-05
threshold=0.11434500000000002 -0.23438999999999996 0.097915000000000016 0.088850000000000012 -0.074359999999999996 0.078340000000000007
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=0.019143466930714934 -0.010740736625301598 0.013311534992531319 -0.017250665226664401 0.0018426520011500293 -0.019394803201839304 0.01875697422898983
leaf_weight=0.0010054327528530808 0.0012447080923738167 0.0013821543978745892 0.0014154865301811564 0.0014124424271242796 0.0014679514792685917 0.0013310565242992515
leaf_count=137 501 572 137 655 787 332
internal_value=0 0.00153803 -0.000987415 0.00312807 -0.00353392 0.0100489
internal_weight=0 0.00801452 0.00700909 0.0055936 0.00285011 0.0027435
internal_count=3121 2620 2483 2346 1359 987
is_linear=0
shrinkage=0.1


Tree=5531
num_leaves=8
num_cat=0
split_feature=48 16 15 2 47 4 0
split_gain=5.98533e-05 9.9265e-05 7.07428e-05 9.33774e-05 9.15529e-05 0.000110401 5.27277e-05
threshold=0.11951500000000001 -0.5048999999999999 -0.14147499999999996 0.11093500000000002 0.085270000000000026 -0.35136499999999998 -0.084269999999999984
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=0.0010867467615740629 0.001001902008452662 0.0010803632637384798 0.0010503094544602877 0.0012684585655330502 0.0014846499948517897 0.0018617323555575609 0.0017304941099146025
leaf_count=192 114 334 160 292 200 884 945
internal_value=0 4.0859e-05 -3.06737e-05 3.77919e-05 -6.24549e-05 -0.000197996 -3.44964e-05
internal_weight=0 0.00956275 0.00847601 0.00739564 0.00612719 0.00464254 0.00359223
internal_count=3121 3007 2815 2481 2189 1989 1829
is_linear=0
shrinkage=0.00196078


Tree=5532
num_leaves=8
num_cat=0
split_feature=133 0 0 16 16 0 48
split_gain=6.39545e-05 7.79477e-05 3.38594e-05 7.89156e-05 7.46312e-05 7.93279e-05 3.52414e-05
threshold=0.099660000000000012 1.0000000180025095e-35 -0.053834999999999994 0.013515000000000001 -0.056919999999999991 -0.11756999999999999 0.092475000000000016
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=-0.00038721050665985722 -0.00047354065839060055 0.00042000078652257018 -0.00036749999434442329 0.00044005778794349126 -0.00052370992383940973 0.00033816503666522947 5.74671666562907e-05
leaf_weight=0.0015128016606346505 0.0010218226269755213 0.0017288528911436644 0.0010467552135501627 0.0013349255501315521 0.001202211769843536 0.0018568968303460777 0.0012525244623429188
leaf_count=220 483 292 174 351 597 912 92
internal_value=0 4.16121e-05 -3.81063e-05 1.00537e-05 -8.85007e-05 2.46946e-05 -0.000185799
internal_weight=0 0.00993497 0.00820612 0.00715936 0.00582443 0.00462222 0.00276533
internal_count=3121 2638 2346 2172 1821 1224 312
is_linear=0
shrinkage=0.00196078


Tree=5533
num_leaves=8
num_cat=0
split_feature=52 1 457 4 133 4 16
split_gain=2.23133e-05 4.92713e-05 5.51066e-05 5.18066e-05 4.41214e-05 3.55317e-05 4.45324e-05
threshold=-0.26636999999999994 0.11588000000000001 0.045365000000000009 -0.076779999999999987 1.0000000180025095e-35 0.27834500000000006 -0.070454999999999976
decision_type=2 2 2 2 2 2 2
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right_child=1 -3 -4 5 -6 -7 -8
leaf_value=-0.00028090476547043319 0.00028759892513637063 0.00032315897476965365 0.000341383680193959 -0.00066093188189588891 -0.00021356299640002747 2.3021800289252655e-05 -0.00012171745259967983
leaf_weight=0.0010139836734719973 0.0016286720280763668 0.0017337932430748259 0.0011945006430690722 0.0012811712320166904 0.0011538878632484089 0.001030390338015906 0.0010897309825633754
leaf_count=354 590 375 240 501 332 91 638
internal_value=0 2.57201e-05 -4.41732e-05 -0.000118649 7.97742e-05 -0.000280977 -0.000413094
internal_weight=0 0.00911215 0.00737835 0.00618385 0.00278256 0.00340129 0.0023709
internal_count=3121 2767 2392 2152 922 1230 1139
is_linear=0
shrinkage=0.00196078


Tree=5534
num_leaves=8
num_cat=0
split_feature=48 52 13 2 2 0 15
split_gain=5.53041e-05 5.40777e-05 6.60169e-05 8.31307e-05 6.2976e-05 8.87682e-05 8.2667e-05
threshold=-0.015314999999999997 0.11434500000000002 -0.23438999999999996 0.11215000000000001 0.096015000000000017 -0.053834999999999994 -0.055554999999999993
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=0.00043138792334389303 0.00045266566158004567 -0.0004307419580767778 -0.00025504985145219584 -0.00051117928545985352 0.00041285251657871775 -0.00057886712520346028 0.00034740596181225951
leaf_weight=0.0010035000717464595 0.0010988764354528738 0.0012613289521237738 0.0016004182838048318 0.0013045662826347698 0.0013214238649824983 0.0010328470397943379 0.0019337004558697209
leaf_count=189 118 495 466 316 337 152 1048
internal_value=0 -5.24943e-05 5.04363e-06 -6.33401e-05 3.58782e-05 -7.31971e-05 7.45851e-05
internal_weight=0 0.00955316 0.00829183 0.00719296 0.00588839 0.00456697 0.00353412
internal_count=3121 2932 2437 2319 2003 1666 1514
is_linear=0
shrinkage=0.00196078


Tree=5535
num_leaves=8
num_cat=0
split_feature=14 15 15 0 43 3 13
split_gain=3.77761e-05 5.9515e-05 3.68691e-05 3.65289e-05 5.25806e-05 7.21411e-05 5.91929e-05
threshold=-1.0000000180025095e-35 -0.10653 -0.092489999999999989 -0.10607499999999999 0.093175000000000022 -0.016324999999999996 -0.033284999999999988
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=-0.00036343924703189495 0.0004018093201014513 -0.00037363868613516158 0.00024718374388765313 -0.00029811876650291853 0.00032124008024933916 -0.00061469693674352929 0.00027448901935654858
leaf_weight=0.001015765219438274 0.0014364597950977795 0.0010532104868428488 0.0019513667508484576 0.0013845455926408119 0.0010369251547709896 0.0010487232702820828 0.0013918281739446364
leaf_count=161 388 193 276 1038 178 184 703
internal_value=0 3.48e-05 -3.22168e-05 2.056e-05 -7.03951e-05 -0.000176561 -1.10639e-05
internal_weight=0 0.00930306 0.0078666 0.00681339 0.00486202 0.0038251 0.00277637
internal_count=3121 2960 2572 2379 2103 1925 1741
is_linear=0
shrinkage=0.00196078


Tree=5536
num_leaves=9
num_cat=0
split_feature=48 48 1 52 13 0 4 0
split_gain=4.4638e-05 9.64277e-05 8.56017e-05 4.44892e-05 9.61909e-05 5.99831e-05 0.000101372 2.9344e-05
threshold=0.11951500000000001 0.093265000000000015 0.111945 0.10160000000000001 -0.094514999999999988 -0.22491999999999998 -0.083854999999999985 -0.071719999999999992
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7 -4
right_child=-2 -3 7 -5 5 6 -8 -9
leaf_value=0.00043299736683270941 -0.00040471446440946762 0.00057816749791526304 0.00053154941754124212 -0.00048460021350773532 0.00019219917943179773 2.9169562235747029e-05 -0.00069478108510284827 6.4941376514856348e-05
leaf_weight=0.0011261511959037686 0.0010123747286784395 0.0010866776539500004 0.0010625457344611163 0.0012597477363773457 0.0010317318821107058 0.0013970254533222065 0.0015899793218999965 0.0010114049042699671
leaf_count=148 114 239 171 457 73 482 1233 204
internal_value=0 2.8255e-05 -4.22258e-05 -0.00015434 -7.34746e-05 -0.000215401 -0.000356189 0.000303998
internal_weight=0 0.00956526 0.00847859 0.00640464 0.00514489 0.00401874 0.002987 0.00207395
internal_count=3121 3007 2768 2393 1936 1788 1715 375
is_linear=0
shrinkage=0.00196078


Tree=5537
num_leaves=8
num_cat=0
split_feature=133 42 43 4 51 1 16
split_gain=1.88307e-05 3.86755e-05 9.09394e-05 5.71277e-05 5.64862e-05 2.5618e-05 4.97948e-05
threshold=0.09389500000000002 -1.0000000180025095e-35 -0.084004999999999982 -0.033174999999999989 -0.025069999999999999 0.094385000000000011 -0.44310499999999992
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=-0.015028407324832224 -0.012917208423230351 0.027951352871071124 -0.017256198387798419 0.025600507885946713 -0.013598783777397407 -0.010631945677587032 0.020418136847944995
leaf_weight=0.0012172570120455211 0.0010251460364391627 0.001319945245393187 0.0015934083833586549 0.0010094259705428705 0.0011350841262962054 0.0010193401862574379 0.0010469747501329969
leaf_count=708 539 389 606 217 308 152 202
internal_value=0 0.00144464 0.00425928 -0.00112856 0.00497426 -0.00152935 0.00510072
internal_weight=0 0.00834144 0.00712418 0.00580423 0.00421083 0.0032014 0.00206631
internal_count=3121 2582 1874 1485 879 662 354
is_linear=0
shrinkage=0.1


Tree=5538
num_leaves=9
num_cat=0
split_feature=52 52 160 12 160 52 15 0
split_gain=2.74574e-05 4.95766e-05 4.90412e-05 6.26592e-05 7.0906e-05 0.000129828 6.59188e-05 5.50232e-05
threshold=-0.28430999999999995 -0.090114999999999987 0.050340000000000003 0.10193000000000001 -1.0000000180025095e-35 0.091275000000000009 0.083935000000000023 -0.13027499999999997
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 -6
right_child=1 2 -4 -5 5 -7 -8 -9
leaf_value=-0.00031330484317369469 0.00043568542952745039 -0.00021367492083023882 -0.00037840626442827726 -0.00038040730033574513 0.00016443454169249146 0.000858718380577188 0.0004799616523081953 -0.00044756769712605925
leaf_weight=0.0010072690315825012 0.0010194671214417512 0.0017447964300417564 0.0012629509113935488 0.0011440731875847453 0.0012057598838896314 0.0010389348149158952 0.0010100384318594328 0.0010625109375555579
leaf_count=344 304 775 276 279 139 208 494 302
internal_value=0 2.71781e-05 -2.19961e-05 4.04687e-05 0.0001199 0.000254712 6.32956e-05 -0.000122242
internal_weight=0 0.00948853 0.00846906 0.00720611 0.00606204 0.00431724 0.00327831 0.00226827
internal_count=3121 2777 2473 2197 1918 1143 935 441
is_linear=0
shrinkage=0.00196078


Tree=5539
num_leaves=8
num_cat=0
split_feature=48 16 15 2 47 4 0
split_gain=3.34873e-05 9.2149e-05 5.40298e-05 7.33626e-05 8.19443e-05 0.000127955 5.03306e-05
threshold=0.11951500000000001 -0.5048999999999999 -0.14147499999999996 0.11093500000000002 0.085270000000000026 -0.35136499999999998 -0.084269999999999984
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=0.00057204012095258248 -0.00034599177121370084 -0.00044613348120849626 -0.00079403910052998133 0.00046000198369038135 0.00033576277983412189 -0.0002405822496551353 0.00022425064885443402
leaf_weight=0.0010743208967829597 0.0010002016578035218 0.0010850094171064237 0.0010538892097615229 0.0012280082462322491 0.0014853255697920608 0.0018611890568753693 0.0017261617248970332
leaf_count=192 114 334 160 292 200 884 945
internal_value=0 3.11747e-05 -3.7675e-05 2.25843e-05 -6.50917e-05 -0.000193376 -1.69139e-05
internal_weight=0 0.0095139 0.00843958 0.00735457 0.00612657 0.00464124 0.00358735
internal_count=3121 3007 2815 2481 2189 1989 1829
is_linear=0
shrinkage=0.00196078


Tree=5540
num_leaves=7
num_cat=0
split_feature=11 2 52 133 4 0
split_gain=1.72795e-05 2.75729e-05 9.9075e-05 9.05736e-05 8.09949e-05 7.50223e-05
threshold=0.076920000000000002 0.10912000000000001 0.084960000000000022 0.0068000000000000014 0.053925000000000008 -0.10607499999999999
decision_type=2 2 2 2 2 2
left_child=1 2 3 5 -3 -1
right_child=-2 4 -4 -5 -6 -7
leaf_value=0.012046419630318342 -0.012348808221854045 0.027579330935542736 -0.026473545481294561 0.031094752993114913 -0.0088975385167832793 -0.016925434462378174
leaf_weight=0.0017410203383899456 0.0010283569656668124 0.0012870011918762192 0.0013178203402217526 0.0010091475024484832 0.0011550372158252633 0.0018367201303942015
leaf_count=194 226 258 794 640 293 716
internal_value=0 0.00138919 -0.00230704 0.00463603 0.0103265 -0.00282699
internal_weight=0 0.00834675 0.00590471 0.00458689 0.00244204 0.00357774
internal_count=3121 2895 2344 1550 551 910
is_linear=0
shrinkage=0.1


Tree=5541
num_leaves=8
num_cat=0
split_feature=133 42 15 3 4 47 42
split_gain=1.76115e-05 3.33876e-05 6.35438e-05 3.78142e-05 7.86402e-05 9.62598e-05 2.36863e-05
threshold=0.09389500000000002 0.08623500000000002 0.024640000000000006 0.12178000000000001 0.0061450000000000003 0.09055500000000001 0.092620000000000022
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -3
right_child=-2 6 -4 -5 5 -7 -8
leaf_value=-0.0078810677844593901 -0.012532234130468467 0.023251777572807296 -0.025123295223667561 -0.013005029713390707 0.042085391714387868 -0.0006909302373044727 0.001859331680533205
leaf_weight=0.0018848675585814213 0.0010162825599298935 0.0010220143793589936 0.0010156976035179191 0.0012452818826552822 0.001030082578098578 0.0010751348859407376 0.001048643187620744
leaf_count=688 539 483 557 181 243 78 352
internal_value=0 0.00141253 -0.00223302 0.00220785 0.0069557 0.0202395 0.012418
internal_weight=0 0.00832172 0.00625106 0.00523537 0.00399009 0.00210522 0.00207066
internal_count=3121 2582 1747 1190 1009 321 835
is_linear=0
shrinkage=0.1


Tree=5542
num_leaves=9
num_cat=0
split_feature=48 16 15 0 1 47 4 4
split_gain=4.02069e-05 8.4711e-05 5.00537e-05 7.38952e-05 0.000161567 9.09023e-05 0.000102822 7.56841e-05
threshold=0.11951500000000001 -0.5048999999999999 -0.14147499999999996 -0.10607499999999999 0.093575000000000019 0.085270000000000026 -0.076779999999999987 -0.35136499999999998
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=0.00055304022088368339 -0.00037907075860442213 -0.00042721623778251737 -0.00013439497632449068 -0.00039681755774154597 0.0008985653176497594 0.0003494890878059328 -0.00079437582842784927 0.00025117664770092505
leaf_weight=0.0010617802765950394 0.0010178158274205583 0.0010874372403073332 0.001358801332007711 0.0013582750082394733 0.0010185460007541697 0.0012403672417303671 0.0010197523707359672 0.0014148052154314304
leaf_count=192 114 334 165 188 130 186 1054 758
internal_value=0 3.08645e-05 -3.43787e-05 2.3267e-05 0.000308164 -0.0001113 -0.000261991 -6.62157e-05
internal_weight=0 0.00955976 0.00849798 0.00741055 0.00237735 0.0050332 0.00379283 0.00277308
internal_count=3121 3007 2815 2481 295 2186 2000 946
is_linear=0
shrinkage=0.00196078


Tree=5543
num_leaves=8
num_cat=0
split_feature=11 13 12 0 49 2 2
split_gain=1.64907e-05 2.56066e-05 5.2617e-05 9.35846e-05 6.41572e-05 5.90927e-05 3.4045e-05
threshold=0.076920000000000002 -0.091054999999999983 -0.010834999999999999 -0.053834999999999994 -0.009244999999999998 0.086950000000000013 0.10005000000000001
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=-0.0015870046373189024 -0.012081152205073581 0.019155791878095435 -0.01491974734164684 -0.03106986951470064 0.025011022340111506 -0.0054691916948707781 0.024139005700307314
leaf_weight=0.0010471212251651554 0.0010224434087463341 0.0010045207194918932 0.0015347646155220085 0.0011472895870560731 0.0013777799014311435 0.0011815095651533925 0.0010111438370694449
leaf_count=246 226 299 268 272 807 840 163
internal_value=0 0.00137786 -0.00180988 -0.00582802 0.00124558 0.0109397 0.0110512
internal_weight=0 0.00830413 0.00624586 0.00524134 0.00409405 0.00255929 0.00205827
internal_count=3121 2895 2486 2187 1915 1647 409
is_linear=0
shrinkage=0.1


Tree=5544
num_leaves=8
num_cat=0
split_feature=14 49 2 4 47 52 3
split_gain=3.13538e-05 6.43378e-05 6.07542e-05 8.31528e-05 5.96149e-05 7.87093e-05 6.8827e-05
threshold=-1.0000000180025095e-35 0.0043850000000000009 0.10912000000000001 -0.35136499999999998 0.092530000000000015 -0.0064899999999999992 -0.078934999999999991
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=-0.00032624031499207192 -0.00062698722335401374 0.00045254187803481889 0.00028886243184544382 -0.00022404605107501674 -0.00038094960752718286 -4.7781142316328944e-05 0.00062658715960486173
leaf_weight=0.0010567486610194828 0.0010443169110067466 0.0012077263593516718 0.0017785931818624905 0.0017165379033128661 0.0013432561301503004 0.0010445547054117616 0.0013136159557361627
leaf_count=161 148 611 344 474 192 824 367
internal_value=0 2.98913e-05 -3.20495e-05 -0.000120373 -2.27228e-05 9.53691e-05 0.000327875
internal_weight=0 0.0094486 0.00824087 0.00646228 0.00541796 0.00407471 0.00235817
internal_count=3121 2960 2349 2005 1857 1665 1191
is_linear=0
shrinkage=0.00196078


Tree=5545
num_leaves=7
num_cat=0
split_feature=133 3 1 2 4 3
split_gain=1.70643e-05 3.98745e-05 5.04417e-05 5.61335e-05 4.28135e-05 5.16572e-05
threshold=0.09389500000000002 -0.12018999999999998 0.094385000000000011 0.091545000000000015 0.053925000000000008 0.10893000000000001
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -6
right_child=-2 2 4 -5 5 -7
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leaf_weight=0.0017374936591177548 0.001011104712891329 0.0016891228405880969 0.0014379506035626581 0.00103436098936838 0.0013988319689626008 0.001006101535621493
leaf_count=310 539 1116 355 464 203 134
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internal_weight=0 0.00830386 0.00656637 0.00272348 0.00384288 0.00240493
internal_count=3121 2582 2272 1580 692 337
is_linear=0
shrinkage=0.1


Tree=5546
num_leaves=8
num_cat=0
split_feature=14 49 2 4 0 16 1
split_gain=4.32281e-05 5.75732e-05 5.47155e-05 0.000109211 6.73051e-05 5.15944e-05 6.21944e-05
threshold=-1.0000000180025095e-35 0.065470000000000014 0.10912000000000001 -0.35136499999999998 -0.060129999999999996 -0.022939999999999999 0.096125000000000016
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5
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leaf_value=-0.00039210667096763982 -0.00069695435999032017 0.00046899558507290602 0.00027419479640854112 0.00021462667996258376 0.00038318408172376047 -0.00049994049476315464 -0.00036641546138716809
leaf_weight=0.0010298396963978459 0.0010195524306132152 0.0010277822629332434 0.0018532982117040213 0.001967020923960726 0.0013435947704311876 0.0010393889674539317 0.0011067852310346509
leaf_count=161 148 567 356 994 143 590 162
internal_value=0 3.11466e-05 -2.28789e-05 -0.000107891 2.1704e-06 -0.00012229 5.41086e-06
internal_weight=0 0.00935742 0.00832964 0.00647634 0.00545679 0.0041132 0.00307381
internal_count=3121 2960 2393 2037 1889 1746 1156
is_linear=0
shrinkage=0.00196078


Tree=5547
num_leaves=9
num_cat=0
split_feature=49 42 42 457 2 12 12 15
split_gain=3.86812e-05 6.15624e-05 7.03965e-05 4.98989e-05 4.4145e-05 5.0669e-05 8.76895e-05 8.32819e-05
threshold=-0.043469999999999995 0.091545000000000015 0.086135000000000003 0.085540000000000019 0.11389000000000002 0.084100000000000022 0.10061500000000002 -0.037864999999999989
decision_type=2 2 2 2 2 2 2 2
left_child=3 2 4 -1 5 7 -7 -2
right_child=1 -3 -4 -5 -6 6 -8 -9
leaf_value=-2.059837979328053e-05 -0.00020648196786192364 -0.00049446103816988486 0.00047755007756703654 0.00054249471953753212 -0.00039229694099444468 -0.00061655683768252966 0.00019220864279149663 0.0004891868889696626
leaf_weight=0.0015043901736273087 0.0011783587697413197 0.0011417853546421535 0.0010027454701578373 0.0010121061107790587 0.0013749538524498528 0.0010630250158207588 0.0010005496249402839 0.0015087158414612144
leaf_count=314 189 614 432 111 229 775 191 266
internal_value=0 -7.17599e-05 -4.05366e-06 0.000205871 -8.2891e-05 6.65869e-06 -0.000224417 0.000184116
internal_weight=0 0.00827013 0.00712835 0.0025165 0.0061256 0.00475065 0.00206357 0.00268707
internal_count=3121 2696 2082 425 1650 1421 966 455
is_linear=0
shrinkage=0.00196078


Tree=5548
num_leaves=10
num_cat=0
split_feature=4 0 1 14 15 3 16 2 1
split_gain=7.91125e-05 0.000116961 9.52898e-05 6.70832e-05 0.000107492 0.000111141 7.30865e-05 7.58411e-05 2.87934e-05
threshold=-0.49405499999999997 0.056435000000000006 0.077565000000000009 -0.074569999999999984 -0.10653 -0.086554999999999979 -0.094359999999999986 0.09358000000000001 0.095285000000000022
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 -7 8 -8
right_child=1 -3 3 4 5 6 7 -9 -10
leaf_value=-0.00053339463327897697 -0.00044540505446205342 0.00067666697369500313 -0.00041055494081449666 0.00058879560044366335 0.00059149309948102456 -0.00053750896506567453 -0.00042769404438190039 0.00045905397978782863 2.4843536410306397e-05
leaf_weight=0.0010187743928979339 0.0017242366537521666 0.001000721135778578 0.0010061080668954713 0.0015378452036994015 0.0010027967359079555 0.001230689202215033 0.0010043257735261211 0.0010428122646353455 0.0011706265917496746
leaf_count=156 1560 114 141 241 181 132 270 138 188
internal_value=0 3.83829e-05 -2.73353e-05 6.28252e-05 0.00013097 1.81359e-06 -0.000131115 2.43167e-05 -0.000184124
internal_weight=0 0.0107202 0.00971944 0.0079952 0.0069891 0.00545125 0.00444845 0.00321776 0.00217495
internal_count=3121 2965 2851 1291 1150 909 728 596 458
is_linear=0
shrinkage=0.00196078


Tree=5549
num_leaves=7
num_cat=0
split_feature=0 3 47 2 1 13
split_gain=1.72964e-05 3.95636e-05 4.4308e-05 6.22583e-05 5.20362e-05 3.80931e-05
threshold=-0.060129999999999996 -0.08824499999999999 0.092530000000000015 0.084055000000000005 0.093575000000000019 -0.029529999999999997
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=-0.019629923653360359 -0.0075735040708294378 0.024499331976306386 -0.017975395161669357 -0.017615119594260858 0.0099611711823688765 0.014635247344259139
leaf_weight=0.0011858363550573047 0.0012805480846145101 0.0011990391170945548 0.0010113695228252846 0.0012739876242181905 0.0014782981446560678 0.0019459689139542536
leaf_count=538 207 469 220 1062 259 366
internal_value=0 -0.00321993 0.000701237 0.00548165 -0.00280344 0.00582098
internal_weight=0 0.00614853 0.00496269 0.00395132 0.00275229 0.00322652
internal_count=3121 2548 2010 1790 1321 573
is_linear=0
shrinkage=0.1


Tree=5550
num_leaves=8
num_cat=0
split_feature=50 4 12 3 2 2 43
split_gain=1.78103e-05 3.46785e-05 3.41408e-05 4.91329e-05 3.91219e-05 4.09957e-05 3.93705e-05
threshold=0.088425000000000017 0.27834500000000006 -0.029094999999999999 0.10542000000000001 0.092365000000000017 0.086590000000000014 -0.074359999999999996
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=-0.018212483567605433 -0.012320129900246132 0.01694700923046057 0.0072534347186825332 0.01706369741277932 -0.018746388211899064 0.017480784200492466 -0.01989692013944068
leaf_weight=0.0010148010353456657 0.0010573979068808905 0.0012312995448042728 0.0010895338615919271 0.001534924990825963 0.0012433333204173681 0.0011319986679223463 0.0010476719885231221
leaf_count=213 560 315 272 106 637 512 506
internal_value=0 0.00146064 -0.00123939 0.00160879 -0.00364814 0.00209398 -0.00605584
internal_weight=0 0.00829356 0.00706226 0.00604746 0.00451254 0.0032692 0.00213721
internal_count=3121 2561 2246 2033 1927 1290 778
is_linear=0
shrinkage=0.1


Tree=5551
num_leaves=8
num_cat=0
split_feature=52 376 457 2 13 16 3
split_gain=5.51815e-05 8.11873e-05 6.84405e-05 6.1857e-05 8.20701e-05 6.24067e-05 8.93487e-05
threshold=-0.28430999999999995 1.0000000180025095e-35 0.080930000000000016 0.11474000000000002 -0.084034999999999985 -0.079109999999999986 -0.088084999999999983
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=-0.00044684991265866476 0.00012534657423398786 0.0005620721628056502 0.00040303865694225823 0.00022128247343513699 -0.0006803541150789611 0.0002402548806411799 -0.00054071774667832173
leaf_weight=0.0010173753352930052 0.001984358359972739 0.001000728686462035 0.0012205934319541303 0.001783237156757397 0.001483533854585036 0.0010920002443114566 0.0011631115885233387
leaf_count=344 643 166 193 341 618 186 630
internal_value=0 3.30889e-05 -2.75709e-05 -9.75926e-05 -0.000196951 -0.000368017 -0.000162545
internal_weight=0 0.00972756 0.00872683 0.00750624 0.005723 0.00373865 0.00225511
internal_count=3121 2777 2611 2418 2077 1434 816
is_linear=0
shrinkage=0.00196078


Tree=5552
num_leaves=7
num_cat=0
split_feature=49 42 52 2 151 4
split_gain=1.66807e-05 5.31028e-05 4.25413e-05 4.01445e-05 3.7966e-05 3.08511e-05
threshold=-0.047584999999999995 0.091545000000000015 -0.0064899999999999992 0.10613000000000002 -0.0067699999999999991 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=4 2 -2 5 -1 -4
right_child=1 -3 3 -5 -6 -7
leaf_value=0.020931028009303927 -0.010963531175836365 -0.023727080074360599 0.022462190218084131 -0.0074532179079781135 -0.0060661232066743153 0.0016703455895404043
leaf_weight=0.0010698534864465783 0.0020021427727904655 0.0010026776737536887 0.0016302685666872215 0.0013619296910108592 0.0010152030070406113 0.0012692746896423716
leaf_count=232 780 620 821 213 171 284
internal_value=0 -0.00236054 0.00105981 0.00670866 0.00778626 0.0133606
internal_weight=0 0.00726629 0.00626362 0.00426147 0.00208506 0.00289954
internal_count=3121 2718 2098 1318 403 1105
is_linear=0
shrinkage=0.1


Tree=5553
num_leaves=8
num_cat=0
split_feature=1 12 2 151 16 13 1
split_gain=1.70583e-05 3.8836e-05 4.9441e-05 7.03979e-05 6.84203e-05 5.36356e-05 2.62774e-05
threshold=0.12500000000000003 0.098810000000000023 0.088850000000000012 -0.0083949999999999979 0.071345000000000006 -0.033284999999999988 0.089770000000000016
decision_type=2 2 2 2 2 2 2
left_child=1 2 5 -4 6 -1 -5
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=-0.027304075020055801 0.010118349193418662 -0.017380556386799736 -0.013975106154493789 0.014482210421866157 -0.005345775239831891 0.0031399947115506388 0.036943805195209227
leaf_weight=0.0010411558501151842 0.0013930762837908962 0.0013427851897313626 0.0011073290870856974 0.0010276681764765923 0.0010594285987326549 0.0013028237664347662 0.001056061937393455
leaf_count=821 279 414 243 421 247 547 149
internal_value=0 -0.00187923 0.00127719 0.0077072 0.0153458 -0.0103827 0.025866
internal_weight=0 0.00793725 0.00659447 0.00425049 0.00314316 0.00234398 0.00208373
internal_count=3121 2842 2428 1060 817 1368 570
is_linear=0
shrinkage=0.1


Tree=5554
num_leaves=8
num_cat=0
split_feature=0 1 13 15 13 16 4
split_gain=1.71004e-05 3.41362e-05 3.87984e-05 3.75809e-05 3.16156e-05 3.18735e-05 2.98864e-05
threshold=-0.061629999999999997 0.085110000000000005 -0.094514999999999988 -0.074054999999999996 0.11217000000000001 0.15891500000000003 0.25615500000000008
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 6 5 -2 -4
right_child=4 2 3 -5 -6 -7 -8
leaf_value=-0.018463212357210438 0.010774842329990536 0.017793110169865366 0.013011555619791521 -0.016801413106997953 0.01969220930596419 -0.013577762179610042 -0.0095953911725425636
leaf_weight=0.0011814919769613293 0.0010897722503330704 0.001023119143698569 0.0013994445144604633 0.0014540260298798059 0.0010867216035942047 0.001060432319432196 0.0010045319637020848
leaf_count=1540 259 178 235 462 88 237 122
internal_value=0 -0.00321137 0.000480392 -0.00411084 0.00579061 -0.00123531 0.00356496
internal_weight=0 0.00606261 0.00488112 0.003858 0.00323693 0.0021502 0.00240398
internal_count=3121 2537 997 819 584 496 357
is_linear=0
shrinkage=0.1


Tree=5555
num_leaves=7
num_cat=0
split_feature=50 4 12 3 43 0
split_gain=1.56664e-05 2.77308e-05 3.3423e-05 4.32255e-05 4.20699e-05 5.35872e-05
threshold=0.088425000000000017 0.27834500000000006 -0.029094999999999999 0.10542000000000001 -0.074359999999999996 -0.10096999999999999
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=-0.017881511954654851 -0.011552867424650285 0.015311224670643747 0.0081107890634181008 0.016325699798084597 8.8071572846335652e-05 -0.029510235498271389
leaf_weight=0.0010069952089369026 0.0010533213459190645 0.0012203663739337482 0.0019029062564447858 0.0015281384327249237 0.0015609993594805365 0.0010058191336280889
leaf_count=213 560 315 745 106 198 984
internal_value=0 0.00140011 -0.00102344 0.0018069 -0.00315689 -0.0115102
internal_weight=0 0.00822522 0.00700486 0.00599786 0.00446972 0.00256682
internal_count=3121 2561 2246 2033 1927 1182
is_linear=0
shrinkage=0.1


Tree=5556
num_leaves=9
num_cat=0
split_feature=48 16 15 47 2 4 0 0
split_gain=4.82583e-05 7.05909e-05 6.63806e-05 6.54635e-05 9.04338e-05 7.11406e-05 5.25723e-05 9.31661e-05
threshold=0.11951500000000001 -0.5048999999999999 -0.14147499999999996 0.085270000000000026 0.11093500000000002 -0.35136499999999998 -0.077999999999999986 -0.11242999999999999
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=0.00050613167511059432 -0.00040554760588842783 -0.0004704759424997822 -0.00061694314899024582 0.00040225198361003707 0.00042201212962165953 0.00011286863121508583 0.00029303389281468752 -0.00065727853205290463
leaf_weight=0.0010912950573964504 0.0010536787822666331 0.0011112693013507766 0.0010733071644652399 0.0015485364675067387 0.0012390516917479433 0.0014579903396672554 0.0012034375267578291 0.0010309185749058109
leaf_count=192 114 334 160 205 287 185 415 1229
internal_value=0 3.61579e-05 -2.30353e-05 4.27943e-05 -4.99052e-05 -0.000172602 -4.34389e-05 -0.00020613
internal_weight=0 0.00975581 0.00866451 0.00755324 0.00600471 0.00476565 0.00369235 0.00248891
internal_count=3121 3007 2815 2481 2276 1989 1829 1414
is_linear=0
shrinkage=0.00196078


Tree=5557
num_leaves=8
num_cat=0
split_feature=47 52 12 2 12 13 15
split_gain=7.86652e-05 8.69406e-05 7.95927e-05 8.1567e-05 8.24913e-05 7.6027e-05 8.05772e-05
threshold=0.13148500000000005 0.11434500000000002 0.097825000000000009 0.088850000000000012 0.084100000000000022 -0.076384999999999995 -1.0000000180025095e-35
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=2.4654798080661841e-05 -0.00053303868729012499 -0.00046357904101875354 0.00047226919737456335 0.00051369062709729794 -0.00068552660318177015 0.00024111198226461154 -0.00041590237459691165
leaf_weight=0.0015362591875818976 0.0010187274045788735 0.0011737357425446278 0.0018027312375303228 0.0015996662946854605 0.0010645799394258788 0.001840359236717895 0.0011764216456216399
leaf_count=400 65 476 394 355 865 337 229
internal_value=0 3.84081e-05 0.00010373 1.16759e-05 -0.000266038 0.000168136 -1.50969e-05
internal_weight=0 0.0101938 0.00902002 0.00721729 0.00260084 0.00461645 0.00301678
internal_count=3121 3056 2580 2186 1265 921 566
is_linear=0
shrinkage=0.00196078


Tree=5558
num_leaves=9
num_cat=0
split_feature=48 16 15 0 1 4 12 0
split_gain=3.83704e-05 7.686e-05 5.85485e-05 6.15886e-05 0.000107704 7.0169e-05 2.89288e-05 5.26467e-05
threshold=0.11951500000000001 -0.5048999999999999 -0.14147499999999996 -0.10607499999999999 0.09253500000000002 -0.0029599999999999995 0.088305000000000008 -0.014954999999999998
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=0.00052967549610390976 -0.00037150619371373344 -0.00045475379688224337 -7.2529092351356322e-05 -0.00015410914333847448 0.00077416873508549268 -0.00047364833309758761 0.00051714362804204238 -0.00010166344861732235
leaf_weight=0.001059332455353155 0.0010025432362050649 0.0010898832717925648 0.0013349158810655347 0.0015438589662203016 0.0010181674809455615 0.0013456777430613507 0.0010277506643322099 0.0010883492823152482
leaf_count=192 114 334 158 842 137 431 801 112
internal_value=0 3.18088e-05 -3.06165e-05 3.22015e-05 0.000293833 -9.07879e-05 4.99805e-05 0.00019888
internal_weight=0 0.00950794 0.0084486 0.00735872 0.00235308 0.00500564 0.00365996 0.0021161
internal_count=3121 3007 2815 2481 295 2186 1755 913
is_linear=0
shrinkage=0.00196078


Tree=5559
num_leaves=7
num_cat=0
split_feature=0 13 15 15 16 0
split_gain=1.78827e-05 2.32633e-05 3.44302e-05 5.22966e-05 7.90311e-05 2.89057e-05
threshold=-1.0000000180025095e-35 -0.094514999999999988 0.035560000000000008 -0.016799999999999995 -0.018494999999999998 -0.23001499999999997
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=0.0085530526215781746 0.0083341676208766938 -0.0089268601541476946 -0.020866043013176509 0.018551168969824252 -0.028385350352019917 0.012812009308298362
leaf_weight=0.001543417570651455 0.0019862504482079388 0.0011062917214673675 0.001136870667373063 0.001020551315034578 0.0011770386334519992 0.0013680284444292183
leaf_count=343 325 93 1043 256 543 518
internal_value=0 -0.00235954 -0.00525906 -0.00146123 -0.00705468 0.00309236
internal_weight=0 0.0073522 0.00580878 0.00467191 0.00365136 0.00247432
internal_count=3121 2796 2453 1410 1154 611
is_linear=0
shrinkage=0.1


Tree=5560
num_leaves=8
num_cat=0
split_feature=11 13 12 0 43 52 2
split_gain=1.71072e-05 2.65692e-05 4.86515e-05 8.26469e-05 5.29347e-05 3.35588e-05 2.44724e-05
threshold=0.076920000000000002 -0.091054999999999983 -0.010834999999999999 -0.053834999999999994 -0.067899999999999974 -0.066844999999999988 0.10005000000000001
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=0.00055203595812702193 -0.012302027738661469 0.01837548462282201 0.017532128469525173 -0.029382946739844609 -0.021435618626688135 0.001422305925430113 0.02240484814110235
leaf_weight=0.0010418254576238988 0.0010195727807109861 0.0010017281970395942 0.0013119602389386185 0.0011484477599759653 0.0010053454377005942 0.0017785990136381616 0.0010085662598074104
leaf_count=246 226 299 893 272 144 878 163
internal_value=0 0.00142414 -0.00181819 -0.0056754 0.000971938 -0.00683221 0.0113012
internal_weight=0 0.00829647 0.00624608 0.00524435 0.0040959 0.00278394 0.00205039
internal_count=3121 2895 2486 2187 1915 1022 409
is_linear=0
shrinkage=0.1


Tree=5561
num_leaves=8
num_cat=0
split_feature=14 49 2 4 0 0 2
split_gain=3.86697e-05 5.50274e-05 4.61386e-05 9.44718e-05 6.32473e-05 5.43323e-05 5.47818e-05
threshold=-1.0000000180025095e-35 0.065470000000000014 0.10912000000000001 -0.35136499999999998 -0.060129999999999996 -0.10607499999999999 0.086285000000000014
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=-0.000364555404970734 -0.00064289731146073689 0.00046146215921170582 0.00025675077409435728 0.00041152607599714445 0.00037984784097233842 -0.00035557615963210633 -0.00020421405387491677
leaf_weight=0.0010331215048893895 0.001021472606528631 0.0010354062700076187 0.0018327508120707858 0.0010825449882994997 0.0013236281384699572 0.0019063729388092664 0.0011410844423295435
leaf_count=161 148 567 356 114 143 1476 156
internal_value=0 3.52174e-05 -1.79054e-05 -9.56457e-05 6.85535e-06 -0.000112685 9.5551e-05
internal_weight=0 0.00934326 0.00830785 0.0064751 0.00545363 0.00413 0.00222363
internal_count=3121 2960 2393 2037 1889 1746 270
is_linear=0
shrinkage=0.00196078


Tree=5562
num_leaves=8
num_cat=0
split_feature=0 15 47 1 48 15 16
split_gain=1.85549e-05 3.353e-05 3.12421e-05 4.05584e-05 4.30382e-05 4.29637e-05 2.15307e-05
threshold=-0.061629999999999997 -1.0000000180025095e-35 0.092530000000000015 0.08592000000000001 0.087215000000000015 -0.022504999999999997 0.15891500000000003
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=-0.015107739570449525 0.020914210499250935 0.0091416469335527193 -0.016804332816960182 0.02640441431656116 -0.011336651717847932 0.00011750000326739999 -0.010672954559717963
leaf_weight=0.0012339023429560753 0.0010326445089935137 0.0010780379670931729 0.001340691694413085 0.001225055005126196 0.0010190755785226407 0.0012625481401303527 0.0011161725963670672
leaf_count=1497 267 148 268 251 131 390 169
internal_value=0 0.00605516 -0.00332638 0.000485347 0.00597212 0.0130629 -0.000937839
internal_weight=0 0.00322686 0.00608127 0.00474058 0.00350668 0.0024876 0.00219421
internal_count=3121 584 2537 2269 772 641 317
is_linear=0
shrinkage=0.1


Tree=5563
num_leaves=9
num_cat=0
split_feature=4 0 14 15 42 4 49 12
split_gain=5.08753e-05 7.99187e-05 4.55452e-05 8.81858e-05 8.16777e-05 7.77693e-05 6.2648e-05 7.31083e-05
threshold=-0.49405499999999997 0.048635000000000005 -1.0000000180025095e-35 -0.10653 0.091295000000000015 0.08184000000000001 -0.0060549999999999988 0.084100000000000022
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=-0.0004299901014625976 -0.00039984151882958965 0.00055721804559528943 0.00044441892500091996 -0.00034414959945033879 0.0004338500972010977 -0.00063761592629455388 0.00041627908298244381 -0.00024858352471105881
leaf_weight=0.0010094362840188205 0.0011023260692627967 0.0010021215147647247 0.0015549309995535046 0.0017173652642874637 0.00101796574571714 0.0010974923441249415 0.0015190310833677393 0.0010936657500074936
leaf_count=156 153 120 376 342 534 151 261 1028
internal_value=0 3.16672e-05 -2.61905e-05 2.52923e-05 -7.58187e-05 -0.00017141 -5.32457e-05 0.00013797
internal_weight=0 0.0101049 0.00910278 0.00800045 0.00644552 0.00542755 0.00433006 0.0026127
internal_count=3121 2965 2845 2692 2316 1782 1631 1289
is_linear=0
shrinkage=0.00196078


Tree=5564
num_leaves=8
num_cat=0
split_feature=15 15 4 15 3 49 15
split_gain=4.6784e-05 9.91646e-05 5.10679e-05 7.306e-05 7.64244e-05 7.92954e-05 0.000144035
threshold=-0.24436499999999997 -0.11713499999999999 -0.49013999999999996 0.091650000000000023 -0.10023499999999998 -0.0060549999999999988 -0.016799999999999995
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=0.00039213163006594841 -0.00063300238758609031 -0.00039848654360923578 0.00054564173843910904 -0.00041787222811261475 -0.00028652839367594501 -0.0002121745961070718 0.00059158309425631067
leaf_weight=0.001022332897213543 0.0010023136943902574 0.0010029334119118312 0.0014425061589255026 0.0010189976819609137 0.0018839350973103184 0.0016170764685195581 0.0018241494064424033
leaf_count=253 231 169 219 486 407 658 698
internal_value=0 -4.86738e-05 1.79596e-05 7.15985e-05 0.000145297 3.68501e-05 0.000213887
internal_weight=0 0.00979191 0.0087896 0.00778666 0.00676767 0.00532516 0.00344123
internal_count=3121 2868 2637 2468 1982 1763 1356
is_linear=0
shrinkage=0.00196078


Tree=5565
num_leaves=9
num_cat=0
split_feature=48 16 15 0 1 0 13 3
split_gain=4.16374e-05 9.56362e-05 7.91681e-05 8.44996e-05 0.000113324 8.10706e-05 7.57423e-05 6.6033e-05
threshold=0.11951500000000001 -0.5048999999999999 -0.14147499999999996 -0.10607499999999999 0.093575000000000019 -0.077999999999999986 -0.033284999999999988 -0.088084999999999983
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=0.00057953999059204417 -0.00038112846117721886 -0.00052021758140683805 -2.3194826219138426e-05 -0.00053089585385903077 0.00083682004515457078 -0.00029410977966109092 0.00056928794110543016 -9.8603353741231448e-05
leaf_weight=0.0010918527646037691 0.0010343844450024847 0.0011300520026691447 0.0013998946442954525 0.0012916828179370598 0.0010170421757200315 0.0015790073387810365 0.0012447975007560885 0.0010485113404035179
leaf_count=192 114 334 165 1297 130 445 195 249
internal_value=0 3.2503e-05 -3.60638e-05 3.61066e-05 0.000338698 -0.000105517 3.63762e-05 0.000263925
internal_weight=0 0.00980284 0.00871099 0.00758094 0.00241694 0.005164 0.00387232 0.00229331
internal_count=3121 3007 2815 2481 295 2186 889 444
is_linear=0
shrinkage=0.00196078


Tree=5566
num_leaves=8
num_cat=0
split_feature=49 1 47 4 52 13 151
split_gain=1.75111e-05 3.46532e-05 5.54387e-05 6.33411e-05 5.438e-05 6.07278e-05 3.29403e-05
threshold=-0.047584999999999995 0.12337000000000002 0.092530000000000015 0.053180000000000012 0.0031350000000000002 -0.0034749999999999994 -0.0067699999999999991
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=0.020181891523450436 -0.0020077639950258266 0.012867605098678132 -0.026536327976796628 0.017114926808629624 0.0061167509873765293 -0.036196118186144835 -0.004914240056157127
leaf_weight=0.0010754210636474736 0.0010676077291669869 0.0012341798213397308 0.0010393220093326229 0.0013757825352009962 0.0015462230225910213 0.0010120917083180378 0.0010182004467546406
leaf_count=232 688 244 244 313 889 340 171
internal_value=0 -0.00240156 -0.00552105 -0.00115421 -0.00808606 -0.0186456 0.00797678
internal_weight=0 0.00727521 0.00604103 0.0050017 0.00362592 0.0020797 0.00209362
internal_count=3121 2718 2474 2230 1917 1028 403
is_linear=0
shrinkage=0.1


Tree=5567
num_leaves=7
num_cat=0
split_feature=50 3 49 0 4 15
split_gain=1.77679e-05 2.97259e-05 3.93624e-05 6.49196e-05 8.18288e-05 4.54325e-05
threshold=0.088425000000000017 -0.12018999999999998 -0.006494999999999999 -0.10011499999999998 -0.083854999999999985 -0.049819999999999996
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=0.013103655898335651 -0.012242105464604289 0.0027535514907920831 0.017157706068153637 0.010392047022007279 -0.02727482152170399 -0.025899309233218606
leaf_weight=0.0017397031505322061 0.0010638259091940482 0.0010449511275983164 0.0020001568568643775 0.0012180850106592793 0.0010954166814567709 0.0011763828838851039
leaf_count=303 560 226 283 357 1155 237
internal_value=0 0.00148712 -0.00160535 0.00396397 -0.00744279 -0.0124205
internal_weight=0 0.0082747 0.00653499 0.00431366 0.0023135 0.00222133
internal_count=3121 2561 2258 1795 1512 463
is_linear=0
shrinkage=0.1


Tree=5568
num_leaves=6
num_cat=0
split_feature=15 52 2 0 0
split_gain=1.95614e-05 2.89924e-05 6.16394e-05 4.51049e-05 5.85294e-05
threshold=-0.11713499999999999 -0.088204999999999992 0.10097500000000002 -0.077999999999999986 -0.10607499999999999
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.0096791228123226398 -0.0087718812803201113 0.017912251082542508 -0.0090122280972418523 0.028011599249359601 -0.013102474333608033
leaf_weight=0.0017261404258376196 0.0018495707322799529 0.00147514450344017 0.0019158865677750556 0.0013096128836687353 0.0010356558063657892
leaf_count=484 616 171 399 383 1068
internal_value=0 0.00211541 0.00562583 0.0129666 0.00511929
internal_weight=0 0.00758587 0.0057363 0.00382041 0.0025108
internal_count=3121 2637 2021 1622 1239
is_linear=0
shrinkage=0.1


Tree=5569
num_leaves=9
num_cat=0
split_feature=147 52 150 159 133 13 13 3
split_gain=5.84081e-05 7.6994e-05 5.71099e-05 5.33796e-05 0.000153363 0.000134274 0.000100305 7.33435e-05
threshold=1.0000000180025095e-35 0.15116000000000002 0.089910000000000018 0.089270000000000016 -0.0061299999999999992 -0.0030199999999999997 -0.14819499999999997 -0.0087149999999999988
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=-0.00058752082654917254 0.00044451446391011667 -0.00056012486234784152 -0.00043038848511816951 -0.00036144697651826883 0.00016021624245520177 -0.00033094532695097608 0.0009209087161991613 0.00024773614218035644
leaf_weight=0.0010041416514330274 0.001008466494658339 0.001023743795061407 0.0010187750021505302 0.0010012692563597545 0.0012439844311599956 0.0015654263098965548 0.0014354689241936286 0.001822279007853299
leaf_count=710 183 372 192 308 99 355 780 122
internal_value=0 -5.03344e-05 7.07126e-06 6.22796e-05 0.000122278 0.000239752 0.000567744 -1.9667e-05
internal_weight=0 0.0101151 0.00909134 0.00807257 0.0070713 0.00606716 0.00267945 0.00338771
internal_count=3121 2938 2566 2374 2066 1356 879 477
is_linear=0
shrinkage=0.00196078


Tree=5570
num_leaves=8
num_cat=0
split_feature=14 15 15 0 43 3 13
split_gain=3.27327e-05 6.80581e-05 3.69327e-05 3.58204e-05 4.95964e-05 7.55787e-05 6.58324e-05
threshold=-1.0000000180025095e-35 -0.10653 -0.092489999999999989 -0.10607499999999999 0.093175000000000022 -0.016324999999999996 -0.033284999999999988
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=-0.00033131192928463155 0.00042636151904275148 -0.00038190144899028584 0.00023796082974113079 -0.00031268211947056023 0.00029904515970939204 -0.00063252496474740943 0.00029489687814443792
leaf_weight=0.0010611093272674841 0.0014253892177791142 0.001048680790299684 0.0019482237222335653 0.0013822175876874556 0.0010545863437105433 0.0010378514042666273 0.0013604987453988027
leaf_count=161 388 193 276 1038 178 184 703
internal_value=0 3.22717e-05 -3.94504e-05 1.34911e-05 -7.69543e-05 -0.000181839 -1.12982e-05
internal_weight=0 0.00925745 0.00783206 0.00678338 0.00483515 0.00378057 0.00274272
internal_count=3121 2960 2572 2379 2103 1925 1741
is_linear=0
shrinkage=0.00196078


Tree=5571
num_leaves=9
num_cat=0
split_feature=52 11 48 2 13 43 3 2
split_gain=4.49847e-05 4.63344e-05 6.48904e-05 5.94158e-05 6.25231e-05 9.09375e-05 4.59169e-05 2.22192e-05
threshold=0.17829500000000004 0.076920000000000002 0.091545000000000015 0.11237500000000002 -0.094514999999999988 -0.074359999999999996 -0.08824499999999999 0.11177500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 -4
right_child=-2 -3 7 -5 5 -7 -8 -9
leaf_value=0.00025139318605444565 -0.00040400509824910805 -0.00036488964268420899 0.00058940970878232097 0.00038316048220598641 -0.00026545362851455683 -0.0005363794760893366 0.00028753808789410329 0.00017700532094420992
leaf_weight=0.0014531916875079555 0.0010219409098665899 0.0010337282056811633 0.0010071540564915026 0.0011829259595837836 0.0010449959026144545 0.0019156060101495208 0.0012898441508476326 0.0010019597868565606
leaf_count=151 359 208 194 336 215 1017 520 121
internal_value=0 2.80323e-05 7.36921e-05 -1.67627e-05 -9.97062e-05 -0.000219744 4.00376e-05 0.000383741
internal_weight=0 0.00992941 0.00889568 0.00688656 0.00570364 0.00425045 0.00233484 0.00200911
internal_count=3121 2762 2554 2239 1903 1752 735 315
is_linear=0
shrinkage=0.00196078


Tree=5572
num_leaves=7
num_cat=0
split_feature=11 2 52 4 2 52
split_gain=1.81273e-05 2.82926e-05 0.0001093 8.35383e-05 4.73127e-05 7.24975e-05
threshold=0.076920000000000002 0.10912000000000001 0.084960000000000022 0.053925000000000008 0.089885000000000007 -0.066844999999999988
decision_type=2 2 2 2 2 2
left_child=1 2 4 -3 5 -1
right_child=-2 3 -4 -5 -6 -7
leaf_value=-0.021602645112750202 -0.012656064121431186 0.027998889535757757 -0.02754720963105909 -0.0089434780177937139 0.018156528698359761 0.010729092600858775
leaf_weight=0.0011963999097677636 0.0010211966213728085 0.001290651117677534 0.0013281318447655689 0.0011643273280766496 0.0017173441914865835 0.0016500066007246409
leaf_count=365 226 258 794 293 462 723
internal_value=0 0.00145875 -0.00229937 0.0104782 0.00504819 -0.00286056
internal_weight=0 0.00834686 0.00589188 0.00245498 0.00456375 0.00284641
internal_count=3121 2895 2344 551 1550 1088
is_linear=0
shrinkage=0.1


Tree=5573
num_leaves=8
num_cat=0
split_feature=16 4 0 3 43 3 2
split_gain=2.02198e-05 5.44304e-05 6.94787e-05 3.1746e-05 4.90843e-05 3.99525e-05 6.0463e-05
threshold=0.38525000000000004 -0.35136499999999998 -0.060129999999999996 -0.08824499999999999 -0.052894999999999991 0.090900000000000009 0.11215000000000001
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=-0.022530862021009818 0.011350185724682204 -0.017844672567977973 0.024289713440514185 0.019093357864840146 -0.018368915516963073 0.021120490552285286 -0.012483610578086899
leaf_weight=0.0011090220687417262 0.0013290725006704389 0.0011599997491513305 0.001107177610603494 0.0011005524864557896 0.0013804649256332923 0.0010174125823094182 0.0011302464285420644
leaf_count=142 311 513 258 795 860 101 141
internal_value=0 -0.00196876 0.00133812 -0.00305174 0.000655543 -0.00509589 0.00343569
internal_weight=0 0.00800488 0.00689585 0.00578868 0.00462868 0.00352812 0.00214766
internal_count=3121 2810 2668 2410 1897 1102 242
is_linear=0
shrinkage=0.1


Tree=5574
num_leaves=8
num_cat=0
split_feature=1 12 2 151 16 3 3
split_gain=1.94525e-05 3.55872e-05 3.82417e-05 6.77102e-05 5.54555e-05 5.16922e-05 2.90687e-05
threshold=0.12500000000000003 0.098810000000000023 0.088850000000000012 -0.0083949999999999979 -0.15241499999999997 -0.078934999999999991 -0.0025099999999999996
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=-0.026427982915821505 0.010818762616486906 -0.016888164895670216 -0.014479863594432147 0.033516447605580514 0.016777502174444438 0.0036745159550993327 -0.0066246122408808242
leaf_weight=0.0010007368217309774 0.0013957862670604488 0.0013324824189151442 0.0011152276246066029 0.0010089237640314845 0.0010583675597869431 0.0013267378072770448 0.0010647777652757228
leaf_count=1023 279 414 243 142 545 345 130
internal_value=0 -0.00198619 0.00103393 0.00667959 0.0142138 -0.00926856 0.00504112
internal_weight=0 0.00790725 0.00657477 0.0042473 0.00313207 0.00232747 0.00212315
internal_count=3121 2842 2428 1060 817 1368 675
is_linear=0
shrinkage=0.1


Tree=5575
num_leaves=8
num_cat=0
split_feature=1 3 457 4 4 133 3
split_gain=1.65067e-05 5.48268e-05 3.98367e-05 5.8343e-05 3.74048e-05 3.04516e-05 2.82255e-05
threshold=0.11588000000000001 0.10299500000000002 0.045365000000000009 -0.076779999999999987 0.27287000000000006 1.0000000180025095e-35 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 5 6 -1 -5
right_child=1 -3 -4 4 -6 -7 -8
leaf_value=0.014093191983717598 0.023393171914365511 -0.0087146859463746555 0.013895321394767483 -0.03432041473741107 0.0011636496513107671 -0.0076512000720444038 -0.01172969449997683
leaf_weight=0.0015708114938202094 0.0010862269604201983 0.0010419991632620055 0.0012449830606164431 0.0010170504250805782 0.00100978051857184 0.0010916129952548749 0.0012123411981813394
leaf_count=678 260 155 256 1216 102 334 120
internal_value=0 0.00767287 -0.00236 -0.00578917 -0.0148035 0.00517784 -0.0220356
internal_weight=0 0.00212823 0.00714658 0.0059016 0.00323917 0.00266242 0.00222939
internal_count=3121 415 2706 2450 1438 1012 1336
is_linear=0
shrinkage=0.1


Tree=5576
num_leaves=9
num_cat=0
split_feature=48 13 3 1 16 1 2 4
split_gain=4.47287e-05 6.13617e-05 9.73221e-05 0.000122253 7.4364e-05 0.000123816 5.80962e-05 5.92754e-05
threshold=-0.015314999999999997 -0.076384999999999995 -0.078934999999999991 0.08844500000000001 0.23311500000000004 1.0000000180025095e-35 0.11215000000000001 0.0061450000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -3 7 -7
right_child=1 4 3 -5 -6 6 -8 -9
leaf_value=0.00037862622107644027 -0.00024871548983527243 -0.00085930286941426697 -3.9063476889831459e-05 0.00091064811787925281 0.00023963228970891795 -0.0002837948219136517 -0.00048427506927988624 0.00029548247300325122
leaf_weight=0.001000661145658859 0.0013916448422882327 0.0011074891844229801 0.0010763138191413025 0.001010251111101186 0.0013386039691426635 0.0012204494189162985 0.001162259582182662 0.0015312177502927442
leaf_count=189 744 736 182 292 345 370 122 141
internal_value=0 -5.64983e-05 0.000152899 0.000420758 -0.000171015 -0.000280485 -0.000116702 3.85551e-05
internal_weight=0 0.00983823 0.00347821 0.00208656 0.00636002 0.00502142 0.00391393 0.00275167
internal_count=3121 2932 1218 474 1714 1369 633 511
is_linear=0
shrinkage=0.00196078


Tree=5577
num_leaves=7
num_cat=0
split_feature=42 160 0 16 49 3
split_gain=1.63503e-05 4.5225e-05 5.31764e-05 9.3515e-05 4.34276e-05 1.02818e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.11756999999999999 -0.072804999999999981 -0.043469999999999995 -0.068334999999999993
decision_type=2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 -5
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leaf_value=-0.0096683328995791403 -0.011876114474388792 0.010862490393340245 0.035151142902911311 0.0084534192535315814 -0.016097321906000793 -0.0053816139900459154
leaf_weight=0.0014889090141944929 0.0018515502032689906 0.0010055525424594348 0.0013056226794410093 0.0010288747843518113 0.001472351253865801 0.0011239868848041245
leaf_count=862 828 117 474 466 182 192
internal_value=0 0.00176882 0.00602465 0.0140359 -0.00515682 0.00123029
internal_weight=0 0.00778794 0.00593639 0.00345848 0.0024779 0.00215286
internal_count=3121 2259 1431 1132 299 658
is_linear=0
shrinkage=0.1


Tree=5578
num_leaves=7
num_cat=0
split_feature=1 12 2 3 42 3
split_gain=1.5794e-05 2.89084e-05 3.36092e-05 6.36727e-05 4.52663e-05 8.10877e-05
threshold=0.12500000000000003 0.098810000000000023 0.096540000000000015 0.0068900000000000012 0.08623500000000002 -0.0087149999999999988
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=-0.03325330351054754 0.0097820857801586263 -0.015248108417973067 0.024852478141832533 -0.0046880806273250815 0.011230248468549052 0.0030882621276346893
leaf_weight=0.001103732993516482 0.0013867279668261364 0.0013272713940779574 0.0013490325893007076 0.0015892098895240181 0.0011123352548149204 0.0013836509404146415
leaf_count=920 279 414 425 174 746 163
internal_value=0 -0.00179268 0.000938912 0.00887485 -0.00553873 -0.0130377
internal_weight=0 0.00786523 0.00653796 0.00293824 0.00359972 0.00248738
internal_count=3121 2842 2428 599 1829 1083
is_linear=0
shrinkage=0.1


Tree=5579
num_leaves=7
num_cat=0
split_feature=484 160 42 43 16 1
split_gain=1.65418e-05 3.32506e-05 4.90448e-05 5.14113e-05 5.95545e-05 3.94264e-05
threshold=0.084040000000000017 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 0.071345000000000006 0.10374500000000002
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=-0.017186360586881576 0.011728642485126964 -0.017296773931017358 0.020611647658663544 -0.004047339970790962 -0.021486301754965319 0.018192247226579469
leaf_weight=0.0011691196302998615 0.0010553466625855068 0.0012080794855463348 0.0015252817931365494 0.0017715975461022634 0.0010478193655115231 0.0014492247493928041
leaf_count=632 368 713 467 525 195 221
internal_value=0 -0.00157501 0.00103161 0.00485322 -0.000777616 0.00595947
internal_weight=0 0.00817112 0.007002 0.00579392 0.00426864 0.00322082
internal_count=3121 2753 2121 1408 941 746
is_linear=0
shrinkage=0.1


Tree=5580
num_leaves=7
num_cat=0
split_feature=42 49 15 4 16 1
split_gain=1.74414e-05 3.80603e-05 3.82107e-05 6.54059e-05 4.57782e-05 3.12282e-05
threshold=0.091735000000000025 -0.00064499999999999985 -0.037864999999999989 -0.084369999999999987 -0.095964999999999981 0.091095000000000023
decision_type=2 2 2 2 2 2
left_child=1 5 4 -4 -3 -1
right_child=-2 2 3 -5 -6 -7
leaf_value=0.0041938777224417049 -0.010917014522047009 0.010970773239084426 -0.0004749681730314256 0.027439625658585622 -0.01757097471208054 -0.0192470427950041
leaf_weight=0.0010025161521697926 0.0012722902154917474 0.001075891508696171 0.0017527021849056672 0.0016107734158280883 0.0011763927737180966 0.0013122250858325982
leaf_count=318 667 299 509 604 471 253
internal_value=0 0.00169567 0.00614334 0.0128934 -0.00393689 -0.00909476
internal_weight=0 0.0079305 0.00561576 0.00336348 0.00225228 0.00231474
internal_count=3121 2454 1883 1113 770 571
is_linear=0
shrinkage=0.1


Tree=5581
num_leaves=8
num_cat=0
split_feature=52 4 52 49 42 2 3
split_gain=2.97982e-05 3.63532e-05 4.54182e-05 5.22807e-05 8.97738e-05 0.000121414 4.80732e-05
threshold=0.15915500000000002 0.27834500000000006 0.096795000000000006 -0.080089999999999981 0.086325000000000013 0.084245000000000014 0.092670000000000016
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=0.00027825274493025181 -0.00032760116345808887 0.00030937409586965446 0.00034521270339622187 0.00034396507419462321 -0.00066342382995969364 -0.0005989308337934914 -4.2348979760761801e-05
leaf_weight=0.0012174699893555841 0.0010067519309182029 0.0014776914608049434 0.001083167906124477 0.0018033943961214436 0.0011271746025608188 0.0012347642115049101 0.0011544529741481652
leaf_count=211 368 326 216 374 655 835 136
internal_value=0 2.79101e-05 -2.66692e-05 -8.82868e-05 -0.000172172 -4.01e-05 -0.000329994
internal_weight=0 0.00909812 0.00762042 0.00653726 0.00531979 0.00419261 0.00238922
internal_count=3121 2753 2427 2211 2000 1345 971
is_linear=0
shrinkage=0.00196078


Tree=5582
num_leaves=6
num_cat=0
split_feature=52 12 1 1 2
split_gain=1.63815e-05 3.81211e-05 4.17701e-05 9.93729e-05 2.70525e-05
threshold=0.11434500000000002 0.095110000000000014 0.11181500000000001 0.094385000000000011 0.088850000000000012
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.016440488529221742 -0.010700015438017381 0.014017551217661725 -0.016808504916941244 0.027951336841003982 0.0015558359492565475
leaf_weight=0.0014465072089832427 0.0012479258092919091 0.0018912891994432727 0.0014863156959780879 0.0011478905763056386 0.0019768270174356718
leaf_count=1032 501 558 294 254 482
internal_value=0 0.00162388 -0.00224569 0.00248936 -0.00604839
internal_weight=0 0.00794883 0.00605754 0.00457122 0.00342333
internal_count=3121 2620 2062 1768 1514
is_linear=0
shrinkage=0.1


Tree=5583
num_leaves=7
num_cat=0
split_feature=15 16 2 47 4 52
split_gain=3.23205e-05 5.03835e-05 9.38559e-05 5.04048e-05 6.70147e-05 4.14297e-05
threshold=-0.24436499999999997 -0.36241499999999999 0.11093500000000002 0.092165000000000011 -0.35136499999999998 -0.0064899999999999992
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=0.00032997530739089305 -0.00034720061679189971 -0.00059677569030154956 0.00043395655863982823 0.00024971413870284522 -0.0002562181556128799 0.00016281686196745277
leaf_weight=0.0010012833400694617 0.0016914347210118261 0.0011378891802961495 0.0016972319491840027 0.0013331096915335326 0.0018561990688959382 0.0017741882458527395
leaf_count=253 248 169 343 225 686 1197
internal_value=0 -4.04249e-05 2.61114e-05 -8.73396e-05 -0.000181573 -5.14337e-05
internal_weight=0 0.00949005 0.00779862 0.00610139 0.00476828 0.00363039
internal_count=3121 2868 2620 2277 2052 1883
is_linear=0
shrinkage=0.00196078


Tree=5584
num_leaves=7
num_cat=0
split_feature=1 52 3 0 0 0
split_gain=1.6035e-05 3.77043e-05 6.75086e-05 3.42349e-05 3.21545e-05 4.00594e-05
threshold=0.111945 0.10160000000000001 0.090900000000000009 -0.11756999999999999 -0.084269999999999984 -0.052984999999999997
decision_type=2 2 2 2 2 2
left_child=1 2 4 -2 -1 -6
right_child=3 -3 -4 -5 5 -7
leaf_value=-0.015562355081123075 -0.0058812310129373463 -0.018791918638286748 0.020194829222029798 0.016508396498738056 0.016829311857239949 -0.010830719074270535
leaf_weight=0.0018060532176336617 0.0012512739922700957 0.0011969683230699021 0.0013451991717026331 0.0015035407423751399 0.0010209513338372929 0.0010748300199498527
leaf_count=948 145 500 147 352 798 231
internal_value=0 -0.00277669 0.000876753 0.00633873 -0.00578336 0.00264375
internal_weight=0 0.006444 0.00524703 0.00275481 0.00390183 0.00209578
internal_count=3121 2624 2124 497 1977 1029
is_linear=0
shrinkage=0.1


Tree=5585
num_leaves=8
num_cat=0
split_feature=52 52 160 12 160 52 16
split_gain=4.22198e-05 5.11487e-05 4.27989e-05 5.15302e-05 6.63152e-05 8.14768e-05 4.34985e-05
threshold=-0.26636999999999994 -0.081429999999999989 1.0000000180025095e-35 0.098810000000000023 -0.079874999999999988 0.077655000000000016 -0.25582999999999995
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=-0.00038997019126694852 0.00035901287151393591 -0.00029304648211519378 -0.00040869803687689274 -0.00031963707032635135 0.00024259122189492876 0.00064017134294774814 -0.0002493442486805387
leaf_weight=0.0010155122499031005 0.0015278316848410843 0.0012176455699960875 0.0010158655484683804 0.0013475150739348319 0.0017151192029018533 0.0012738051881787411 0.0011574109606052052
leaf_count=354 417 510 243 324 207 534 532
internal_value=0 3.11954e-05 -3.36198e-05 2.31528e-05 0.000109267 0.000227414 4.43787e-05
internal_weight=0 0.00925519 0.00772736 0.0067115 0.00536398 0.00414634 0.00287253
internal_count=3121 2767 2350 2107 1783 1273 739
is_linear=0
shrinkage=0.00196078


Tree=5586
num_leaves=9
num_cat=0
split_feature=47 47 48 49 3 4 51 16
split_gain=0.000104606 0.000135168 8.21383e-05 6.69647e-05 8.87833e-05 8.38945e-05 4.90466e-05 7.52859e-05
threshold=0.13148500000000005 0.10254000000000001 -0.024949999999999996 1.0000000180025095e-35 -0.055119999999999995 -0.084369999999999987 0.084305000000000019 0.042200000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 -6
right_child=-2 -3 3 -5 6 -7 -8 -9
leaf_value=0.00050180356608237661 -0.00061030631597587493 0.00070811251830698869 -0.00063395309461603813 -0.00054589021490769076 0.00063668460942755572 5.9733783984704684e-06 -0.00015966014873772185 -2.5794820969759677e-05
leaf_weight=0.0010138593975254811 0.0010023596158735644 0.001083894016922742 0.0013405900183565316 0.0010752443127398674 0.0014224097608809012 0.0019096378503245266 0.0011211499435063881 0.0012296803393206011
leaf_count=181 65 187 448 583 247 1152 134 124
internal_value=0 5.35236e-05 -2.43364e-05 -9.02027e-05 -2.04401e-05 -0.000257971 0.000184166 0.000329516
internal_weight=0 0.0101965 0.00911257 0.00809871 0.00702347 0.00325023 0.00377324 0.00265209
internal_count=3121 3056 2869 2688 2105 1600 505 371
is_linear=0
shrinkage=0.00196078


Tree=5587
num_leaves=9
num_cat=0
split_feature=48 16 15 47 0 4 1 43
split_gain=5.34748e-05 8.84794e-05 6.96415e-05 7.77946e-05 8.31506e-05 7.12479e-05 6.96306e-05 5.61706e-05
threshold=0.11951500000000001 -0.5048999999999999 -0.14147499999999996 0.085270000000000026 -0.10607499999999999 -0.077679999999999985 0.090540000000000023 -0.0030899999999999994
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=0.00056403242716156665 -0.00043731746574853902 -0.00049349101257175167 -9.9008756263211314e-05 0.00043015648864013596 0.00019593116695258654 -0.00067292204469100107 0.00061666873050142173 -0.00037495717923928187
leaf_weight=0.0010859269061423123 0.0010098228276278791 0.0010883582701604645 0.0010817635340145968 0.0015376431812594822 0.0014177285502433292 0.0010554637461758169 0.0010112767959095104 0.0012440909752911714
leaf_count=192 114 334 146 205 565 1090 130 345
internal_value=0 3.72181e-05 -3.05936e-05 3.79693e-05 -6.5819e-05 -0.000241829 0.000246779 -7.08927e-05
internal_weight=0 0.00952225 0.00843633 0.00734797 0.00581032 0.00371728 0.00209304 0.00266182
internal_count=3121 3007 2815 2481 2276 2000 276 910
is_linear=0
shrinkage=0.00196078


Tree=5588
num_leaves=8
num_cat=0
split_feature=157 160 52 49 13 4 4
split_gain=1.5944e-05 5.85478e-05 6.38916e-05 5.69442e-05 4.6468e-05 8.01994e-05 3.98315e-05
threshold=-0.06266999999999999 -1.0000000180025095e-35 0.10347000000000002 -0.080859999999999987 0.0076650000000000008 -0.077679999999999985 0.076415000000000025
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=0.01156356138008499 -0.021566288458646013 0.019744426185650536 0.025272511167885339 0.022402481247974396 -0.023865313849550415 -0.023744474585056269 0.00059705735794587022
leaf_weight=0.0010461834175435917 0.0012398931285440102 0.0010075455913850151 0.0010102050445246705 0.0010575813969816868 0.0011584100275478745 0.0011930364366498605 0.001540017382891183
leaf_count=460 654 154 194 560 316 486 297
internal_value=0 -0.00154484 0.00201842 -0.00192535 -0.00633696 -0.000980336 -0.0100285
internal_weight=0 0.00820669 0.0069668 0.00595659 0.00494905 0.00379064 0.00273305
internal_count=3121 2661 2007 1813 1659 1343 783
is_linear=0
shrinkage=0.1


Tree=5589
num_leaves=8
num_cat=0
split_feature=42 49 47 16 0 13 15
split_gain=1.57771e-05 3.50344e-05 3.53171e-05 3.82377e-05 3.82204e-05 4.51174e-05 3.07124e-05
threshold=0.091735000000000025 -0.00064499999999999985 0.10254000000000001 -0.088394999999999987 -0.083914999999999976 -0.013634999999999998 -0.031204999999999997
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=0.001884992754194205 -0.010387285751684364 -0.01343679290581559 0.021543868003937129 0.021719144161683395 -0.015840071444901165 0.013568764467637365 -0.021193819850548579
leaf_weight=0.0012529090805788584 0.001274099013485532 0.0011972728425324549 0.001144456686582038 0.0011931686598749503 0.0010143857211865294 0.0010739574957510287 0.0010682487306285439
leaf_count=291 667 511 142 431 269 530 280
internal_value=0 0.00159973 0.00586627 0.0018602 0.00744137 -0.000716197 -0.00873639
internal_weight=0 0.0079444 0.00562324 0.00447878 0.00328151 0.00208834 0.00232116
internal_count=3121 2454 1883 1741 1230 799 571
is_linear=0
shrinkage=0.1


Tree=5590
num_leaves=7
num_cat=0
split_feature=50 160 43 49 3 2
split_gain=1.72024e-05 3.32816e-05 3.60721e-05 4.68134e-05 3.9791e-05 3.65145e-05
threshold=0.088425000000000017 -0.027994999999999996 -0.14968999999999996 -0.043469999999999995 -0.074479999999999977 0.10613000000000002
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=0.01429743063331209 -0.012133882952419803 0.012516313901759625 0.0085476661937157247 -0.028885612061219312 0.0050923686864503617 -0.019283372728977833
leaf_weight=0.0016260652281062495 0.0010444554756415909 0.0014026468703289361 0.0016083605045015292 0.0010031574151175291 0.0014380043602692696 0.0010731617809752621
leaf_count=629 560 195 269 990 276 202
internal_value=0 0.00149718 -0.00169255 -0.00558309 -0.0120502 -0.00532475
internal_weight=0 0.0081514 0.00652533 0.00512268 0.00351432 0.00251117
internal_count=3121 2561 1932 1737 1468 478
is_linear=0
shrinkage=0.1


Tree=5591
num_leaves=8
num_cat=0
split_feature=15 42 133 160 13 4 1
split_gain=4.27294e-05 3.78952e-05 5.74956e-05 0.00018614 9.24224e-05 9.08552e-05 8.02876e-05
threshold=0.091650000000000023 0.092620000000000022 -0.032969999999999992 -1.0000000180025095e-35 -0.084034999999999985 0.0061450000000000003 0.10727500000000002
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=0.00050383169008295578 -0.00039049692147953942 -0.00029061227421529846 -0.00055224308064468841 0.00056641879780361772 -0.00031007648733127039 0.00069214647445354322 -4.6923014960366345e-05
leaf_weight=0.0010594853967670391 0.0010274417316010415 0.0012390558974167609 0.0017108723103891809 0.0017108963060737453 0.0017729885166490452 0.0010163319960054267 0.0012728833236905416
leaf_count=486 497 407 597 281 617 134 102
internal_value=0 2.98435e-05 7.63192e-05 1.57974e-05 0.000184138 2.31306e-05 0.000281198
internal_weight=0 0.00978251 0.00854346 0.00748397 0.0057731 0.0040622 0.00228922
internal_count=3121 2624 2217 1731 1134 853 236
is_linear=0
shrinkage=0.00196078


Tree=5592
num_leaves=7
num_cat=0
split_feature=42 157 42 0 1 16
split_gain=1.6146e-05 3.09039e-05 4.62125e-05 6.89804e-05 5.88707e-05 8.07635e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.091735000000000025 -0.060129999999999996 0.094385000000000011 -0.27167499999999994
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=-0.0096498457187022546 -0.01358295061914994 -0.012457191819958158 -0.013183515353877479 0.02688566489670588 -0.0086598971129457601 0.029723212412065766
leaf_weight=0.0014732602922928112 0.0011206078323922368 0.0017145546912167176 0.0012217263100257969 0.0014635983699534359 0.0010069981483305558 0.0012031958899304527
leaf_count=862 504 645 603 201 138 168
internal_value=0 0.00177291 0.0043762 0.0083576 0.0014482 0.0122353
internal_weight=0 0.00773068 0.00661007 0.00538835 0.00392475 0.00221019
internal_count=3121 2259 1755 1152 951 306
is_linear=0
shrinkage=0.1


Tree=5593
num_leaves=9
num_cat=0
split_feature=48 16 15 0 1 47 4 4
split_gain=5.41395e-05 0.000113703 6.78356e-05 8.67399e-05 0.000154995 9.53614e-05 9.56616e-05 4.56311e-05
threshold=0.11951500000000001 -0.5048999999999999 -0.14147499999999996 -0.10607499999999999 0.09697500000000002 0.085270000000000026 -0.076779999999999987 -0.35136499999999998
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=0.00063023806927472743 -0.0004288758255743733 -0.00048502405205884961 -7.5033480301227106e-05 -0.00033525444174169531 0.00092169883584430142 0.00035198852777913785 -0.00078838717394094486 0.00016560463758944394
leaf_weight=0.0010990205758506658 0.0010682108654376044 0.0011397706285363922 0.0014846205913443891 0.0014050193153118244 0.0010064444827530411 0.0012444055563208189 0.0010161607411195081 0.001392406758692477
leaf_count=192 114 334 180 188 115 186 1054 758
internal_value=0 3.6015e-05 -3.91463e-05 2.81732e-05 0.000327668 -0.000119328 -0.000273123 -8.5954e-05
internal_weight=0 0.00978785 0.00868883 0.00754906 0.00249107 0.00505799 0.00381359 0.00279743
internal_count=3121 3007 2815 2481 295 2186 2000 946
is_linear=0
shrinkage=0.00196078


Tree=5594
num_leaves=9
num_cat=0
split_feature=48 13 3 1 2 2 2 12
split_gain=4.43955e-05 6.07814e-05 9.23806e-05 0.000102025 6.99895e-05 7.27934e-05 5.1052e-05 5.71516e-05
threshold=-0.024949999999999996 -0.076599999999999988 -0.078934999999999991 0.08844500000000001 0.11215000000000001 0.096015000000000017 0.084245000000000014 0.051320000000000005
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=0.00038462057270137256 -0.00023331015056704633 0.00032309856056917177 9.4847262963680516e-06 0.00086994550441338596 -0.00052998469341596272 0.00037209955735610482 -0.00047866857146705263 -0.00029353065343109901
leaf_weight=0.0010265667657403015 0.0013660721713192373 0.001092418675098589 0.0011095575739880161 0.0010139202133239563 0.0014867533496602161 0.0012144405109109548 0.0013867031133605609 0.0012269128391918676
leaf_count=186 742 132 179 287 311 335 552 397
internal_value=0 -4.3767e-05 0.000164451 0.000420338 -0.000157168 -4.45193e-05 -0.000181042 -3.0947e-06
internal_weight=0 0.00989678 0.00348955 0.00212348 0.00640723 0.00492048 0.00370603 0.00231933
internal_count=3121 2935 1208 466 1727 1416 1081 529
is_linear=0
shrinkage=0.00196078


Tree=5595
num_leaves=8
num_cat=0
split_feature=14 15 15 0 0 133 43
split_gain=3.85548e-05 8.33201e-05 3.8327e-05 3.88271e-05 6.55174e-05 5.58601e-05 6.26497e-05
threshold=-1.0000000180025095e-35 -0.10653 -0.092489999999999989 -0.10607499999999999 -0.060129999999999996 1.0000000180025095e-35 -0.074359999999999996
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=-0.00036966979408276437 0.00045817106509085133 -0.00039863721080156715 0.00023722365594589458 -0.00042889456838586049 0.00056490170023164733 -0.0003159689370187069 -8.4178656790384333e-05
leaf_weight=0.0010401121080097662 0.0014616064297027697 0.0010592707753059368 0.0019345644838132349 0.0015179256185787163 0.0011203088925717669 0.0010314160172144402 0.0011675363830843098
leaf_count=161 388 193 276 1647 90 130 236
internal_value=0 2.84078e-05 -5.18046e-05 2.44866e-06 -9.14463e-05 6.28716e-05 0.000233662
internal_weight=0 0.00929263 0.00783102 0.00677175 0.00483719 0.00331926 0.00228785
internal_count=3121 2960 2572 2379 2103 456 326
is_linear=0
shrinkage=0.00196078


Tree=5596
num_leaves=7
num_cat=0
split_feature=52 13 3 1 4 43
split_gain=1.67632e-05 3.6188e-05 5.12057e-05 3.01492e-05 4.83621e-05 2.5608e-07
threshold=0.11434500000000002 -0.23438999999999996 0.097915000000000016 1.0000000180025095e-35 0.0061450000000000003 -0.0095349999999999983
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=0.019312050057688632 -0.010817820985138815 -0.0071447505406445483 -0.017890394587895309 -0.0037046761871971489 0.020227487005928607 0.017968213201026484
leaf_weight=0.0010098122747566243 0.0012541405390870111 0.001827643346257905 0.001420071222356524 0.0017343934636645597 0.0010010482456425183 0.0010057359160337961
leaf_count=137 501 1340 137 691 181 134
internal_value=0 0.00161682 -0.000939933 0.0033825 0.00852528 0.0190952
internal_weight=0 0.0079987 0.00698889 0.00556882 0.00374118 0.00200678
internal_count=3121 2620 2483 2346 1006 315
is_linear=0
shrinkage=0.1


Tree=5597
num_leaves=7
num_cat=0
split_feature=4 151 0 47 15 52
split_gain=1.57697e-05 2.8844e-05 5.54793e-05 5.37444e-05 7.68906e-05 0.000102229
threshold=0.27287000000000006 -0.024429999999999997 -0.11756999999999999 0.092165000000000011 0.088345000000000021 0.096795000000000006
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=0.011801583405776155 0.0092279906556147605 -0.020379310636763997 -0.033501766990554863 0.018739914152094018 0.016762471635696021 0.0076481467717957026
leaf_weight=0.001281215292527128 0.001525623318091392 0.0016593652131620968 0.0013621147123717278 0.001241921984756097 0.0010809155663009575 0.0010843097846055944
leaf_count=451 352 245 1072 204 623 174
internal_value=0 -0.00189943 -0.00463002 0.000849615 -0.00544928 -0.0152632
internal_weight=0 0.00770984 0.00642863 0.00476926 0.00352734 0.00244642
internal_count=3121 2769 2318 2073 1869 1246
is_linear=0
shrinkage=0.1


Tree=5598
num_leaves=8
num_cat=0
split_feature=48 11 13 12 49 1 15
split_gain=4.4717e-05 5.38449e-05 5.95689e-05 9.31586e-05 0.000123075 7.25877e-05 7.11106e-05
threshold=-0.024949999999999996 1.0000000180025095e-35 -0.084034999999999985 0.051320000000000005 -0.009244999999999998 0.08844500000000001 -0.036009999999999993
decision_type=2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 -2 -6
right_child=1 -3 3 -5 6 -7 -8
leaf_value=0.0003793518022074128 -2.6847940160825821e-05 -0.00047149596023981263 -0.00049273131536200891 -0.00047300626532347482 -1.9453756127775414e-05 0.00063207283453097754 0.00058156261119984962
leaf_weight=0.001014992989291961 0.0015743906668115914 0.0010547508895387752 0.0011535132450258201 0.0018752799585603115 0.0016313163163267147 0.0010862510794132536 0.0014119727667619942
leaf_count=186 549 230 126 1393 250 247 140
internal_value=0 -5.30235e-05 -2.47978e-06 -0.000109678 5.26694e-05 0.000242167 0.000259395
internal_weight=0 0.00978747 0.00873272 0.00607208 0.0041968 0.00266064 0.00304329
internal_count=3121 2935 2705 1909 516 796 390
is_linear=0
shrinkage=0.00196078


Tree=5599
num_leaves=7
num_cat=0
split_feature=14 15 42 43 13 4
split_gain=2.91438e-05 6.54879e-05 4.07073e-05 9.04006e-05 5.35353e-05 7.1765e-05
threshold=-1.0000000180025095e-35 -0.10653 -1.0000000180025095e-35 -0.084004999999999982 -0.095304999999999987 0.0061450000000000003
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=-0.00031236631153119614 0.00041776491432367324 -0.00034910241373310507 0.00046409076643188341 0.00018886207411345879 -0.00053415551838657544 3.7795718659128938e-05
leaf_weight=0.0010617896921990789 0.0014215429149827203 0.0013525119349650757 0.0014094008184598874 0.0016771428690327242 0.0016383847340911163 0.0017383328179841242
leaf_count=161 388 760 366 193 1021 232
internal_value=0 3.06467e-05 -3.97628e-05 2.497e-05 -9.74902e-05 -0.000239715
internal_weight=0 0.00923732 0.00781577 0.00646326 0.00505386 0.00337672
internal_count=3121 2960 2572 1812 1446 1253
is_linear=0
shrinkage=0.00196078


Tree=5600
num_leaves=7
num_cat=0
split_feature=484 160 42 43 16 48
split_gain=1.75447e-05 2.56864e-05 4.7156e-05 4.5473e-05 5.84704e-05 3.91418e-05
threshold=0.084040000000000017 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 0.071345000000000006 0.086260000000000017
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=-0.015385029622617733 0.011995629756813352 -0.017337653972520014 0.019241986947893693 0.015566105486454047 -0.021277440131516084 -0.0066030639270305488
leaf_weight=0.0011662575962054448 0.0010661749294083129 0.0012077668282302022 0.0015199166126069934 0.0018072984772126324 0.0010591305302207078 0.0014238778378292383
leaf_count=632 368 713 467 597 195 149
internal_value=0 -0.00164236 0.000641413 0.00437871 -0.00088687 0.00579685
internal_weight=0 0.00818425 0.00701799 0.00581022 0.00429031 0.00323118
internal_count=3121 2753 2121 1408 941 746
is_linear=0
shrinkage=0.1


Tree=5601
num_leaves=8
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split_feature=50 47 4 43 16 16 2
split_gain=4.05447e-05 5.16547e-05 0.000107788 5.48403e-05 0.000113745 7.16005e-05 6.41927e-05
threshold=0.088425000000000017 0.11596500000000001 0.27834500000000006 -0.17390999999999998 0.22339500000000004 -0.0094449999999999968 0.092875000000000013
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=0.00036885222186896658 -0.00034844128659845434 -0.00038466900700865318 0.00063014212837503292 9.1261992733084491e-05 -0.00067506566450588996 0.00038375428850048439 -0.00047934015984906208
leaf_weight=0.001239039383806876 0.0011938968848244054 0.0010033265514137442 0.0011986655720192243 0.0019897414670862808 0.0010344630231987461 0.0015791331309961392 0.0012245083957767014
leaf_count=157 560 96 293 859 341 463 352
internal_value=0 3.54632e-05 8.64616e-05 -5.75603e-06 -8.54003e-05 4.18558e-05 -0.000126116
internal_weight=0 0.00926888 0.00826555 0.00706689 0.00582785 0.00479338 0.00321425
internal_count=3121 2561 2465 2172 2015 1674 1211
is_linear=0
shrinkage=0.00196078


Tree=5602
num_leaves=7
num_cat=0
split_feature=50 160 43 43 48 16
split_gain=1.79747e-05 3.17656e-05 3.16114e-05 4.96573e-05 4.4554e-05 6.61044e-05
threshold=0.088425000000000017 -0.027994999999999996 -0.14968999999999996 -0.00045499999999999995 0.085875000000000021 -0.056919999999999991
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=0.01393179721740884 -0.012361458706234944 0.011692950333586079 -0.022943338287036034 0.02364164072907261 -0.013490644631584035 -0.0092787435587909084
leaf_weight=0.0016455750372859589 0.0010541652598951247 0.0014035943222684127 0.0012112001730672645 0.0013239091421371964 0.001480304851676962 0.0011310736876970024
leaf_count=629 560 195 988 358 164 227
internal_value=0 0.00151094 -0.00160954 -0.00523751 0.000211973 0.00847437
internal_weight=0 0.00819566 0.00655008 0.00514649 0.00393529 0.00245498
internal_count=3121 2561 1932 1737 749 585
is_linear=0
shrinkage=0.1


Tree=5603
num_leaves=7
num_cat=0
split_feature=16 1 16 16 0 13
split_gain=1.75152e-05 5.71306e-05 4.97367e-05 3.23187e-05 4.42006e-05 2.05945e-05
threshold=0.38525000000000004 0.077565000000000009 -0.008904999999999998 -0.087989999999999985 -0.20211999999999997 -0.076599999999999988
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.0058406147263032069 0.010575716494673801 -0.011825498772782043 0.020501770313162995 -0.014298189926887245 0.013571205858042263 -0.024969006751379211
leaf_weight=0.001136137776098102 0.0013252437480491099 0.0010829220029531239 0.0013214008283369124 0.0013793733476006819 0.0018663251677430207 0.0011154613920962922
leaf_count=711 311 93 356 439 411 800
internal_value=0 -0.00184734 0.00352047 -0.00166343 0.00424589 -0.015317
internal_weight=0 0.00790162 0.00565002 0.00432862 0.00294925 0.0022516
internal_count=3121 2810 1299 943 504 1511
is_linear=0
shrinkage=0.1


Tree=5604
num_leaves=7
num_cat=0
split_feature=42 43 159 52 2 2
split_gain=1.83891e-05 3.29673e-05 4.00367e-05 6.36891e-05 5.52189e-05 6.56805e-05
threshold=0.091735000000000025 0.08845500000000002 0.076905000000000015 -0.0064899999999999992 0.10774000000000002 1.0000000180025095e-35
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=-0.018862796512803422 -0.011197691648859913 0.0175440529632809 0.016550050449750484 -0.0038449522744684115 -0.013586690846866334 0.028784525725225437
leaf_weight=0.0019611147117333501 0.0012762537588054757 0.0011310587611431579 0.0011023673233643708 0.001262462828632965 0.0012661451973525815 0.0012064192506288673
leaf_count=658 667 232 388 292 179 705
internal_value=0 0.00173589 -0.000894093 -0.00427004 0.00339204 0.0120994
internal_weight=0 0.00792957 0.00679851 0.00569614 0.00373503 0.00246888
internal_count=3121 2454 2222 1834 1176 997
is_linear=0
shrinkage=0.1


Tree=5605
num_leaves=7
num_cat=0
split_feature=52 160 2 52 2 43
split_gain=1.71355e-05 6.88059e-05 5.10755e-05 4.23118e-05 8.45008e-05 6.31556e-05
threshold=-0.046924999999999988 -1.0000000180025095e-35 0.089885000000000007 0.10347000000000002 0.10613000000000002 -0.0037449999999999996
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=-0.0088378156249602057 -0.025092403956649686 -0.011357220082572513 0.017022374865838817 0.020067744532909014 -0.024055799247732174 0.020291805255681
leaf_weight=0.0013338347877618964 0.0011564455209132083 0.0010593216561525088 0.0017869376317550161 0.0010273205055213444 0.0012581615497359528 0.0015575816805156136
leaf_count=404 743 593 549 204 210 418
internal_value=0 -0.00315125 0.00596959 0.00202455 -0.00275889 0.00748029
internal_weight=0 0.00605883 0.00312077 0.00490239 0.00387506 0.0026169
internal_count=3121 2168 953 1425 1221 1011
is_linear=0
shrinkage=0.1


Tree=5606
num_leaves=7
num_cat=0
split_feature=1 48 4 42 2 4
split_gain=1.7011e-05 4.88262e-05 4.88005e-05 4.8678e-05 3.67e-05 3.02465e-05
threshold=0.111945 0.092475000000000016 -1.0000000180025095e-35 1.0000000180025095e-35 0.096540000000000015 0.24564500000000003
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=-0.0037327939839454185 -0.0019530570404807956 0.017379853232040009 -0.019421680770510305 -0.015576435241516647 0.021824810211529742 0.019507754021636198
leaf_weight=0.0011118961191808985 0.0016599643918871869 0.0010039509163326495 0.0019223307002373051 0.001227993209753685 0.0011357878308911129 0.0010866191362047179
leaf_count=619 221 242 544 971 248 276
internal_value=0 -0.00287041 -0.00663667 0.000434482 0.00918184 0.00653739
internal_weight=0 0.00640196 0.00539801 0.00347568 0.00224768 0.00274658
internal_count=3121 2624 2382 1838 867 497
is_linear=0
shrinkage=0.1


Tree=5607
num_leaves=7
num_cat=0
split_feature=1 0 12 47 4 16
split_gain=1.70422e-05 4.11074e-05 3.21721e-05 5.75317e-05 7.41653e-05 3.5864e-05
threshold=0.077565000000000009 0.062580000000000011 -0.010834999999999999 0.10699500000000002 -0.011209999999999999 -0.095964999999999981
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=-0.019319304605148638 0.0189433937616416 0.0054752884283418594 -0.014876746491721306 -0.021800131801569905 0.02613073218208839 0.0041289284927823276
leaf_weight=0.0013192102388344135 0.0010299321855404163 0.0013559412745566858 0.0013535195619170269 0.0010150143607915206 0.0012650608412984256 0.0017879876374184288
leaf_count=1565 343 71 601 135 201 205
internal_value=0 -0.00675179 0.00274144 -0.000336429 0.00460755 0.0132456
internal_weight=0 0.00267515 0.00645151 0.00542158 0.00440657 0.00305305
internal_count=3121 1636 1485 1142 1007 406
is_linear=0
shrinkage=0.1


Tree=5608
num_leaves=7
num_cat=0
split_feature=52 160 13 13 52 0
split_gain=1.59202e-05 5.80752e-05 4.02797e-05 7.20873e-05 3.96031e-05 3.76929e-05
threshold=-0.046924999999999988 -1.0000000180025095e-35 -0.16152999999999998 -0.083894999999999983 -0.088204999999999992 -0.077999999999999986
decision_type=2 2 2 2 2 2
left_child=4 -2 -3 -4 -1 -5
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leaf_value=-0.0028758245674179264 -0.023342646601164394 -0.015690547784859149 0.029544594013668025 -0.01199769824916673 0.020543939136377979 0.011284448633796323
leaf_weight=0.0019524758729181206 0.0011412361536384799 0.0010432941866743602 0.0010002322231775274 0.0015726080946808086 0.0011457556164553577 0.0012465620215891908
leaf_count=680 743 98 307 664 273 356
internal_value=0 -0.00304114 0.00172346 0.00648021 0.00578503 -0.00170295
internal_weight=0 0.00600393 0.0048627 0.0038194 0.00309823 0.00281917
internal_count=3121 2168 1425 1327 953 1020
is_linear=0
shrinkage=0.1


Tree=5609
num_leaves=8
num_cat=0
split_feature=11 3 133 16 0 52 16
split_gain=5.22279e-05 5.02583e-05 5.42608e-05 0.000100199 9.26718e-05 8.22437e-05 7.95821e-05
threshold=0.079915000000000014 -0.12018999999999998 0.083950000000000011 -0.27167499999999994 -0.10096999999999999 -0.0064899999999999992 0.15891500000000003
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -6
right_child=-2 2 -4 4 6 -7 -8
leaf_value=0.00039262152408706092 -0.00043554783177785525 -0.00056625652022303274 0.00030074599561904282 -1.8322411667929361e-05 -0.00062952211452144428 0.00065457022446668335 6.3426314849963835e-05
leaf_weight=0.0012818216446903981 0.0010199160860142687 0.0014079361357096625 0.0016028297213630648 0.0016718646108056442 0.0011624537856699418 0.0011992984900855751 0.0014101866224866537
leaf_count=158 199 219 965 164 1065 108 243
internal_value=0 3.08233e-05 -2.403e-05 -0.000100005 2.05821e-05 0.000262748 -0.000249684
internal_weight=0 0.00973639 0.00845457 0.00685174 0.0054438 0.00287116 0.00257264
internal_count=3121 2922 2764 1799 1580 272 1308
is_linear=0
shrinkage=0.00196078


Tree=5610
num_leaves=7
num_cat=0
split_feature=1 42 3 2 2 3
split_gain=1.66312e-05 3.5881e-05 3.88573e-05 4.26573e-05 8.1089e-05 2.96463e-05
threshold=0.12500000000000003 0.088915000000000008 -0.12018999999999998 0.084055000000000005 0.098260000000000014 0.12178000000000001
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=0.016442246356872671 0.0101305313635793 -0.01639048761706613 0.011750931243547246 -0.025998319521946756 0.016704079034168842 -0.0074784370701415142
leaf_weight=0.0013442634532793265 0.0013657296695056536 0.0013901294649778769 0.0014497206238525844 0.0015279580449515376 0.0010050829826895422 0.0010228848330543078
leaf_count=251 279 810 449 929 326 77
internal_value=0 -0.00183869 0.001347 -0.00270682 -0.00860112 0.00450668
internal_weight=0 0.00774004 0.00634991 0.00500565 0.00355593 0.00202797
internal_count=3121 2842 2032 1781 1332 403
is_linear=0
shrinkage=0.1


Tree=5611
num_leaves=8
num_cat=0
split_feature=47 52 4 15 3 4 151
split_gain=3.05241e-05 8.75068e-05 6.59738e-05 6.61752e-05 8.40818e-05 6.85269e-05 6.2166e-05
threshold=0.12431000000000002 0.11434500000000002 0.24564500000000003 -0.0063699999999999989 -0.08824499999999999 -0.083854999999999985 -0.0071249999999999985
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=5.6308232307982885e-05 -0.00031267715776290645 -0.00049523704526338781 0.00042903419323077715 -0.00020205334797578358 0.00072300050134023171 8.5011654098904641e-05 -0.00059109800528690435
leaf_weight=0.0011511192973577265 0.0011307909253829079 0.0010858595947348454 0.0017989579989134844 0.0016168058888189783 0.0011578060657531702 0.0014679664356547417 0.0011300429483218125
leaf_count=360 91 473 319 449 218 572 639
internal_value=0 2.82844e-05 9.65881e-05 4.9142e-06 0.000149722 0.000366326 -0.000264404
internal_weight=0 0.00940856 0.0083227 0.00652374 0.00424258 0.00262577 0.00228116
internal_count=3121 3030 2557 2238 1239 790 999
is_linear=0
shrinkage=0.00196078


Tree=5612
num_leaves=8
num_cat=0
split_feature=11 2 52 133 0 4 15
split_gain=3.1524e-05 4.98479e-05 0.00011516 0.000151495 8.88062e-05 7.01418e-05 5.63413e-05
threshold=0.078340000000000007 0.10912000000000001 0.084960000000000022 0.061605000000000007 -0.10607499999999999 0.053925000000000008 -0.015744999999999999
decision_type=2 2 2 2 2 2 2
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leaf_weight=0.0019794216518599934 0.001086705235762383 0.0014264317989849018 0.0014773816022439637 0.0011305682470494367 0.001039019592339432 0.0013273530621340109 0.0010095840116854766
leaf_count=201 208 258 799 602 332 294 427
internal_value=0 2.52135e-05 -6.68185e-05 7.14138e-05 -0.000106605 0.000246989 -0.000392789
internal_weight=0 0.00938976 0.00663598 0.00515859 0.00402803 0.00275378 0.0020486
internal_count=3121 2913 2361 1562 960 552 759
is_linear=0
shrinkage=0.00196078


Tree=5613
num_leaves=8
num_cat=0
split_feature=49 1 47 3 16 1 4
split_gain=1.56907e-05 3.27537e-05 6.1574e-05 6.09846e-05 0.000104894 6.0172e-05 2.84857e-05
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decision_type=2 2 2 2 2 2 2
left_child=6 2 3 5 -5 -2 -1
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leaf_value=-0.0040413281713417631 -0.030237548214447293 0.0124987353452713 -0.02781019410582878 0.027291101897387315 -0.014686732421601026 0.0023134115909653604 0.019089885011232533
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leaf_count=261 1319 241 241 230 125 540 164
internal_value=0 -0.00234367 -0.0054954 -0.000717643 0.0101959 -0.0124647 0.00745877
internal_weight=0 0.00700176 0.00577538 0.0047569 0.00246593 0.00229096 0.00212963
internal_count=3121 2696 2455 2214 355 1859 425
is_linear=0
shrinkage=0.1


Tree=5614
num_leaves=8
num_cat=0
split_feature=48 2 159 16 2 2 43
split_gain=4.458e-05 6.79148e-05 6.32783e-05 5.08401e-05 0.000101849 5.75274e-05 6.70707e-05
threshold=0.11951500000000001 0.113445 0.082585000000000006 0.38525000000000004 0.092875000000000013 0.088850000000000012 -0.072864999999999985
decision_type=2 2 2 2 2 2 2
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leaf_value=0.00029231594662592139 -0.00040104703472264454 0.00039446934808651089 -0.00049242254681312013 0.00038063015988659444 -0.00047704182241049017 0.00050179066047781697 -0.0003119821416033389
leaf_weight=0.001309931963606144 0.0010315352598775128 0.001613755072271802 0.0010614338126077828 0.0012437700822335663 0.0015880523844662379 0.0010600440351143251 0.0015319725997047446
leaf_count=510 114 431 361 186 456 269 794
internal_value=0 2.83387e-05 -4.74572e-05 2.2682e-05 -5.84119e-05 0.000111966 -3.34403e-05
internal_weight=0 0.00940896 0.0077952 0.00673377 0.00549 0.00390195 0.0028419
internal_count=3121 3007 2576 2215 2029 1573 1304
is_linear=0
shrinkage=0.00196078


Tree=5615
num_leaves=7
num_cat=0
split_feature=52 52 12 4 15 1
split_gain=1.65684e-05 3.79095e-05 4.68476e-05 5.67489e-05 6.80756e-05 0.000125879
threshold=0.11434500000000002 0.070205000000000017 0.097825000000000009 -0.04890499999999999 -0.016799999999999995 0.11181500000000001
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=-0.022556433883618481 -0.010822359593387338 0.018123423550490212 0.015829653504715022 0.0091511324865838871 0.022284270834433684 -0.033586992282733895
leaf_weight=0.0014182897388555302 0.0012373149122354788 0.0011835421963705371 0.0012904877936705823 0.0018031249564087091 0.0010718684438440463 0.0011155220149244324
leaf_count=558 501 562 334 669 245 252
internal_value=0 0.0016245 -0.00129031 -0.00537497 0.000731588 -0.0071836
internal_weight=0 0.00788284 0.00669929 0.00540881 0.00399052 0.00291865
internal_count=3121 2620 2058 1724 1166 921
is_linear=0
shrinkage=0.1


Tree=5616
num_leaves=8
num_cat=0
split_feature=14 49 2 4 47 52 15
split_gain=3.06708e-05 6.36986e-05 5.36493e-05 7.33297e-05 7.06147e-05 4.86054e-05 7.62245e-05
threshold=-1.0000000180025095e-35 0.065470000000000014 0.10912000000000001 -0.35136499999999998 0.092530000000000015 -0.0064899999999999992 0.084050000000000014
decision_type=2 2 2 2 2 2 2
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right_child=1 -3 -4 4 -6 6 -8
leaf_value=-0.0003252757775073689 -0.00059452151959783598 0.00050036779626544056 0.00027462534296014571 -0.00013952469335630447 -0.00040467494950159009 0.00063411219102702757 -8.4234838892917107e-05
leaf_weight=0.0010185721336829533 0.0010064258981051059 0.0010001458862510205 0.0017982115307697668 0.0016666463510777857 0.0013479756572711606 0.001224262360448494 0.0010593238840269439
leaf_count=161 148 567 356 499 192 357 841
internal_value=0 3.35045e-05 -2.41212e-05 -0.00010933 -1.71648e-05 0.000115069 0.000300881
internal_weight=0 0.00910299 0.00810285 0.00630463 0.00529821 0.00395023 0.00228359
internal_count=3121 2960 2393 2037 1889 1697 1198
is_linear=0
shrinkage=0.00196078


Tree=5617
num_leaves=7
num_cat=0
split_feature=0 12 2 49 15 16
split_gain=1.59557e-05 4.49346e-05 4.46364e-05 5.97298e-05 3.15384e-05 1.93137e-05
threshold=-0.060129999999999996 0.090995000000000006 0.089885000000000007 -0.043469999999999995 -1.0000000180025095e-35 0.15891500000000003
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -2 -6
right_child=4 -3 3 -5 5 -7
leaf_value=-0.011683334956932821 0.020299033662859404 -0.019175125323493233 0.028722988023912356 -0.0011925105033966247 0.0086053320939890824 -0.010488063220764029
leaf_weight=0.001638640330332022 0.0010069710611412394 0.0013455826962727293 0.0010045763458768875 0.0019886098291354076 0.0010323184931413682 0.001088296144495679
leaf_count=1149 259 813 167 419 145 169
internal_value=0 -0.00308888 0.0015843 0.00884776 0.00572642 -0.00119337
internal_weight=0 0.00597741 0.00463183 0.00299319 0.00312759 0.00212061
internal_count=3121 2548 1735 586 573 314
is_linear=0
shrinkage=0.1


Tree=5618
num_leaves=8
num_cat=0
split_feature=52 52 160 12 52 16 1
split_gain=5.77597e-05 7.84098e-05 5.63129e-05 6.35885e-05 8.08407e-05 6.19324e-05 8.86167e-05
threshold=-0.28430999999999995 -0.090859999999999982 0.050340000000000003 0.10193000000000001 0.096795000000000006 -0.020119999999999996 0.10612500000000001
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=-0.00045493902910996614 0.00055171363658350922 0.00042163019226587172 -0.00039712597599004238 -0.00037763683533238311 0.00052228237280472838 -0.00034374134785134284 -0.00024283488953172504
leaf_weight=0.0010139983762668904 0.0010177292283326889 0.0018728355613279902 0.0013159222810634049 0.0011569974092862194 0.0014813901132371861 0.0014265958858683805 0.0013124325889246463
leaf_count=344 294 835 278 281 465 428 196
internal_value=0 3.71714e-05 -2.39603e-05 4.37693e-05 0.000123787 -4.2153e-06 0.000147849
internal_weight=0 0.0095839 0.00856617 0.00725025 0.00609325 0.00461186 0.00318527
internal_count=3121 2777 2483 2205 1924 1459 1031
is_linear=0
shrinkage=0.00196078


Tree=5619
num_leaves=9
num_cat=0
split_feature=48 4 42 13 0 49 0 15
split_gain=4.09954e-05 7.7803e-05 5.50524e-05 5.27596e-05 0.000120004 8.56054e-05 0.000135008 4.33408e-05
threshold=0.11951500000000001 0.27834500000000006 0.091735000000000025 -0.13710499999999998 -0.0058249999999999994 -0.069799999999999987 -0.083914999999999976 -0.0088349999999999974
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=-0.00032132035432863441 -0.00038462437437807734 0.00047661536007234846 -0.00047001481878801839 -0.00052897121087549354 0.00069538448697624661 0.00014439606493132516 -0.00035532141867029447 0.00068388584705403397
leaf_weight=0.0014126573891260347 0.0010174162819576544 0.0012935033689233594 0.0010075060886691458 0.0010411375726566223 0.0010677095185844566 0.0011891360445021035 0.0014812031435235389 0.0011040936577439446
leaf_count=134 114 314 530 188 183 521 750 387
internal_value=0 2.93072e-05 -4.03741e-05 1.89556e-05 0.000100661 -3.12018e-05 0.000106103 0.000404138
internal_weight=0 0.00959695 0.00830344 0.00729594 0.00588328 0.00481557 0.00377443 0.00229323
internal_count=3121 3007 2693 2163 2029 1846 1658 908
is_linear=0
shrinkage=0.00196078


Tree=5620
num_leaves=7
num_cat=0
split_feature=484 2 16 2 15 16
split_gain=1.54364e-05 2.89637e-05 7.93495e-05 4.54212e-05 3.4033e-05 3.69868e-05
threshold=0.084040000000000017 0.10912000000000001 -0.18708499999999997 0.093175000000000022 -0.040439999999999997 -0.078464999999999993
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=-0.0097992991359805645 0.011368039644109165 -0.013591984321212187 0.022617443175801888 -0.020827415374921488 0.022493208916139776 -0.00354743008763884
leaf_weight=0.0019644733144148102 0.0010450874207058791 0.0010420232754835852 0.0014436931432322353 0.0014418339674831648 0.0010015159382717369 0.0011977346464024977
leaf_count=577 368 165 384 510 587 530
internal_value=0 -0.00154639 0.00743829 -0.00553053 -0.000233453 0.00831121
internal_weight=0 0.00809127 0.00248572 0.00560556 0.00416372 0.00219925
internal_count=3121 2753 549 2204 1694 1117
is_linear=0
shrinkage=0.1


Tree=5621
num_leaves=8
num_cat=0
split_feature=48 16 15 0 1 4 43
split_gain=4.31846e-05 9.11255e-05 5.60275e-05 9.07187e-05 0.000123268 9.07442e-05 4.40742e-05
threshold=0.11951500000000001 -0.5048999999999999 -0.14147499999999996 -0.10607499999999999 0.093100000000000002 -0.0029599999999999995 -0.084004999999999982
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=0.00056808947712674461 -0.00039099822978967078 -0.00045421038972316799 -4.770716582554589e-05 0.00027706290325508543 0.00086327761233251062 -0.00055913516013749028 -0.00015988971292725166
leaf_weight=0.0010783189531546481 0.0010309721731769318 0.0010804904927337452 0.0013311426820747868 0.0016156178275847878 0.0010001270746703983 0.0013517620840959956 0.0019693449494352943
leaf_count=192 114 334 163 462 132 431 1293
internal_value=0 3.16784e-05 -3.76063e-05 2.43278e-05 0.00034311 -0.000126211 3.70296e-05
internal_weight=0 0.0094268 0.00834849 0.00726799 0.00233127 0.00493672 0.00358496
internal_count=3121 3007 2815 2481 295 2186 1755
is_linear=0
shrinkage=0.00196078


Tree=5622
num_leaves=7
num_cat=0
split_feature=52 0 0 0 1 12
split_gain=1.55616e-05 3.61624e-05 5.07586e-05 5.61331e-05 5.08835e-05 3.40069e-05
threshold=0.11434500000000002 -0.077999999999999986 -0.10607499999999999 -0.14920999999999998 0.10612500000000001 0.09202500000000001
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=0.0086115823353080777 -0.010496025862980296 0.0011016943234245858 -0.021167525510690659 0.020025540153538909 -0.021074253112812098 0.022181337819579098
leaf_weight=0.0011128770520473993 0.0012375346357727047 0.0018394601959051339 0.0012581156620897023 0.0011782600342666255 0.001200016712195935 0.0013105921428823689
leaf_count=145 501 412 1269 236 87 471
internal_value=0 0.00156412 -0.00394623 0.00225985 -0.00679055 0.00987197
internal_weight=0 0.00789932 0.00474927 0.00349115 0.00231289 0.00315005
internal_count=3121 2620 1737 468 232 883
is_linear=0
shrinkage=0.1


Tree=5623
num_leaves=8
num_cat=0
split_feature=4 42 43 49 0 3 15
split_gain=2.80772e-05 4.43604e-05 5.86574e-05 5.54762e-05 9.23349e-05 9.16115e-05 6.29845e-05
threshold=0.27834500000000006 0.091735000000000025 0.093175000000000022 -0.0060549999999999988 -0.083914999999999976 -0.088084999999999983 -0.033689999999999991
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=-2.6827060099346712e-07 0.00023538144168869216 -0.0004285781995507694 0.00044268982190228274 0.00039549625362477446 0.00024390432333133935 -0.00054560911109212233 -0.00066221375765671421
leaf_weight=0.0011619559769973674 0.0015982103068623412 0.0010334919043871243 0.0010158574771976306 0.0018470126319875182 0.0010189745953543908 0.0012684551237115251 0.0010539047584697521
leaf_count=216 340 563 193 761 364 433 251
internal_value=0 -4.81575e-05 5.21656e-06 -6.4766e-05 6.94019e-05 -0.000193907 -0.000315102
internal_weight=0 0.00839965 0.00736616 0.0063503 0.00413444 0.00228743 0.00221586
internal_count=3121 2781 2218 2025 1558 797 467
is_linear=0
shrinkage=0.00196078


Tree=5624
num_leaves=6
num_cat=0
split_feature=4 4 2 48 2
split_gain=1.85502e-05 2.9152e-05 3.84781e-05 4.20134e-05 5.48204e-05
threshold=0.27834500000000006 0.098655000000000007 0.11093500000000002 0.083985000000000018 0.084245000000000014
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.0031625997053575149 0.010301432844087317 -0.014417794627486082 0.015274350822878136 0.012304009482096041 -0.022067776101635822
leaf_weight=0.0017782620501235885 0.00145190927135501 0.0015217623503536691 0.0014512248093011097 0.0012563520058595781 0.0016698745170256393
leaf_count=697 340 207 327 382 1168
internal_value=0 -0.0020244 0.00103939 -0.00335176 -0.00905605
internal_weight=0 0.00767748 0.00615571 0.00470449 0.00344814
internal_count=3121 2781 2574 2247 1865
is_linear=0
shrinkage=0.1


Tree=5625
num_leaves=8
num_cat=0
split_feature=4 47 4 2 4 0 15
split_gain=1.50475e-05 2.4123e-05 7.07478e-05 4.42331e-05 3.53771e-05 5.77671e-05 5.01359e-05
threshold=0.27834500000000006 0.11402500000000002 0.055260000000000011 0.11093500000000002 -0.35136499999999998 -0.077999999999999986 -0.089024999999999979
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=-0.019801808590162839 0.0092811755141316687 0.012264476202283568 -0.025643389055151913 0.018422646387325436 0.0087024563700739948 0.02107978818824903 -0.021719709031922229
leaf_weight=0.0010418769273953816 0.0014504454122548265 0.0010486152243670468 0.0012351690284283434 0.0011358165521006824 0.0010007406020744103 0.0010183364488848103 0.0011809996356162526
leaf_count=180 340 123 299 245 315 447 1172
internal_value=0 -0.00182669 -0.00406112 0.000895901 -0.00379702 0.00141379 -0.00776539
internal_weight=0 0.00766155 0.00661294 0.00537777 0.00424195 0.00320008 0.00218174
internal_count=3121 2781 2658 2359 2114 1934 1487
is_linear=0
shrinkage=0.1


Tree=5626
num_leaves=8
num_cat=0
split_feature=376 42 43 2 3 3 2
split_gain=3.12602e-05 3.81222e-05 4.53244e-05 7.48395e-05 7.18446e-05 6.75119e-05 3.23192e-05
threshold=0.048375000000000008 0.091735000000000025 -0.17390999999999998 0.089885000000000007 -0.078934999999999991 -0.080934999999999993 0.10803500000000001
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=0.00039665906843954564 0.00031949045603601377 -0.00034948001457269564 -0.0007120648762972651 0.00052812041909896027 -3.1791545417664349e-05 0.00020496331113770515 -0.00019354766979481141
leaf_weight=0.0010078489453736947 0.0010112241082325642 0.0013390293548587824 0.0010469823126762869 0.0010875318001878488 0.0013883983331244255 0.0012950578643879896 0.0019765979691892381
leaf_count=144 166 625 994 369 276 278 269
internal_value=0 -4.38256e-05 8.63001e-06 -4.89269e-05 -0.000324244 0.000104887 -3.58004e-05
internal_weight=0 0.00914145 0.00780242 0.00679457 0.00243538 0.00435919 0.00327166
internal_count=3121 2955 2330 2186 1270 916 547
is_linear=0
shrinkage=0.00196078


Tree=5627
num_leaves=7
num_cat=0
split_feature=47 4 4 52 2 15
split_gain=1.79238e-05 6.37444e-05 4.02691e-05 4.17631e-05 4.93899e-05 3.08468e-05
threshold=0.11926500000000002 0.24564500000000003 -0.0016099999999999997 -0.088204999999999992 0.086950000000000013 -0.0088349999999999974
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -4
right_child=-2 -3 5 4 -6 -7
leaf_value=-0.014993120396512122 -0.012632570325882185 0.017907191841436861 -0.024997046455547272 0.024486036516263826 -0.00167333717296678 -0.0013130694784000098
leaf_weight=0.001008631272442829 0.0010083055401519042 0.0018330880700513042 0.0011990814209150167 0.0011804385046844093 0.0018573972052334158 0.0010157745754564946
leaf_count=487 112 398 483 821 707 113
internal_value=0 0.00150621 -0.00329541 0.00263778 0.00849164 -0.0141351
internal_weight=0 0.00809441 0.00626132 0.00404647 0.00303784 0.00221486
internal_count=3121 3009 2611 2015 1528 596
is_linear=0
shrinkage=0.1


Tree=5628
num_leaves=8
num_cat=0
split_feature=11 2 52 133 0 0 4
split_gain=4.288e-05 5.15237e-05 0.000115457 0.00011841 7.69894e-05 7.05228e-05 6.40666e-05
threshold=0.078340000000000007 0.10912000000000001 0.084960000000000022 0.061605000000000007 -0.10607499999999999 -0.055064999999999996 0.053925000000000008
decision_type=2 2 2 2 2 2 2
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right_child=-2 6 -4 -5 5 -7 -8
leaf_value=0.00020236026588967544 -0.00038695627903941997 0.00054328815967679236 -0.00055048648433860328 0.00064045040043044454 -0.00071230727591323705 5.9796510535518537e-06 -5.6351293608178267e-05
leaf_weight=0.0019190038707000046 0.0010506713133400488 0.0014326174699200876 0.0014561608818650911 0.001114886834920753 0.0010157292025317201 0.0010889154781611619 0.0013127460313313414
leaf_count=201 208 258 799 602 610 149 294
internal_value=0 3.08469e-05 -6.31169e-05 7.49941e-05 -8.16845e-05 -0.000340675 0.00025656
internal_weight=0 0.00934006 0.0065947 0.00513854 0.00402365 0.00210464 0.00274536
internal_count=3121 2913 2361 1562 960 759 552
is_linear=0
shrinkage=0.00196078


Tree=5629
num_leaves=8
num_cat=0
split_feature=14 15 16 2 160 2 43
split_gain=4.51068e-05 6.35982e-05 5.491e-05 9.8558e-05 7.12802e-05 5.16882e-05 9.59086e-05
threshold=-1.0000000180025095e-35 -0.10653 -0.088394999999999987 0.092875000000000013 -0.063384999999999983 0.10644500000000001 -0.0030899999999999994
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=-0.00039865994043775625 0.00041292764904106167 6.9700346212971161e-05 0.00049203054439669533 -0.00073428914423702353 9.2137569707553528e-05 0.00032565702270145582 -0.00062720145245806264
leaf_weight=0.0010382657180809723 0.0014261580165479569 0.0013267877226973699 0.0012062626036995283 0.0010502183429043435 0.0018814089315838602 0.0010437457543132902 0.001147076106411135
leaf_count=161 388 394 494 200 834 284 366
internal_value=0 3.27623e-05 -3.80595e-05 -0.000285522 7.33773e-05 -5.06347e-05 -0.000180321
internal_weight=0 0.00908166 0.0076555 0.00237701 0.00527849 0.00407223 0.00302849
internal_count=3121 2960 2572 594 1978 1484 1200
is_linear=0
shrinkage=0.00196078


Tree=5630
num_leaves=8
num_cat=0
split_feature=52 52 39 457 13 52 0
split_gain=3.56265e-05 9.36469e-05 4.85119e-05 5.53265e-05 9.10972e-05 3.4465e-05 6.23346e-05
threshold=-0.26636999999999994 -0.090114999999999987 0.056590000000000008 0.045365000000000009 -0.094514999999999988 0.077655000000000016 -0.10151999999999999
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=-0.00034729076112573122 0.00059908816469123635 0.00019722852715372606 0.00036116570112571813 0.00031631483165125908 -0.00021106220639432172 -7.7505921854411285e-05 -0.00080667722222315535
leaf_weight=0.0010358117700203758 0.001012901065333814 0.0019113307547758652 0.0010557155819983293 0.0011047462980621394 0.0017289965684154005 0.0015150141115272573 0.0011087642737321465
leaf_count=354 294 279 280 174 139 861 740
internal_value=0 3.57891e-05 -3.19374e-05 -8.82562e-05 -0.000159607 -0.000316296 -0.00044378
internal_weight=0 0.00943747 0.00842457 0.00736885 0.00626411 0.00435277 0.00283776
internal_count=3121 2767 2473 2193 2019 1740 879
is_linear=0
shrinkage=0.00196078


Tree=5631
num_leaves=8
num_cat=0
split_feature=11 13 0 47 49 1 1
split_gain=1.89657e-05 3.5673e-05 4.3254e-05 3.88789e-05 7.88882e-05 4.26625e-05 3.18688e-05
threshold=1.0000000180025095e-35 -0.084034999999999985 -0.019414999999999998 0.092530000000000015 -0.054984999999999992 0.095285000000000022 0.08844500000000001
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=0.0018135810255032903 -0.012850613653120797 -0.023973570776566887 0.014162362779770019 -0.021788116577644987 -0.0047571896085548439 0.023053506536948022 0.025281060027984015
leaf_weight=0.0013464753900693861 0.0010307349796438306 0.001043415323247112 0.0012031985182490981 0.0012981449520581686 0.0010839244316771211 0.0011231666446961169 0.0010148045642015887
leaf_count=563 244 177 215 211 1218 220 273
internal_value=0 0.00155 -0.00269859 -0.00715861 -0.00131607 0.0093954 0.0118992
internal_weight=0 0.00811313 0.00575185 0.00454865 0.00325051 0.00220709 0.00236128
internal_count=3121 2877 2041 1826 1615 1438 836
is_linear=0
shrinkage=0.1


Tree=5632
num_leaves=7
num_cat=0
split_feature=50 160 13 13 16 13
split_gain=1.84363e-05 2.92068e-05 5.2291e-05 6.10104e-05 0.000107668 2.78418e-05
threshold=0.088425000000000017 -0.081069999999999989 -0.076599999999999988 0.086705000000000018 -0.024819999999999998 -0.15714499999999998
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=0.016403268584624282 -0.012500660892666838 0.0014445479295307955 0.0001939825006716251 0.0095167467878670021 -0.038054573002163562 0.023156318530834448
leaf_weight=0.0011384919815557093 0.001054436395008536 0.001331109517585736 0.0018222568160434689 0.0014737212096152482 0.0012345854994126344 0.0010616936524730893
leaf_count=455 560 156 674 254 434 588
internal_value=0 0.00156039 -0.000880401 -0.00719626 -0.0152537 0.0110781
internal_weight=0 0.00806186 0.00692337 0.00453056 0.00305684 0.0023928
internal_count=3121 2561 2106 1362 1108 744
is_linear=0
shrinkage=0.1


Tree=5633
num_leaves=8
num_cat=0
split_feature=133 133 15 16 0 15 49
split_gain=4.27835e-05 7.90966e-05 9.0516e-05 8.74486e-05 8.15518e-05 6.86833e-05 0.000131494
threshold=0.099660000000000012 0.082925000000000013 1.0000000180025095e-35 0.13751500000000003 -0.10151999999999999 -0.11713499999999999 -0.006494999999999999
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=-0.00025493844270193031 -0.0004043144639388123 0.00054172558789131306 -0.00043341090675894675 0.00043452668755376931 -0.00043061889953490139 -0.00012676906197128823 0.00077178374824268944
leaf_weight=0.0014241269620701791 0.0010120502694086859 0.0010011762515530495 0.001796356349986949 0.0017903487128448272 0.0016421226251460818 0.0013709074194846874 0.0011525875960756926
leaf_count=166 483 540 845 307 551 133 96
internal_value=0 1.84053e-05 -3.86904e-05 5.73868e-05 -6.34079e-05 8.93437e-05 0.000283638
internal_weight=0 0.0101776 0.00917645 0.00738009 0.00558974 0.00394762 0.0025235
internal_count=3121 2638 2098 1253 946 395 229
is_linear=0
shrinkage=0.00196078


Tree=5634
num_leaves=7
num_cat=0
split_feature=11 48 0 15 12 13
split_gain=1.58949e-05 2.94759e-05 0.000100409 5.37476e-05 4.8174e-05 7.74632e-05
threshold=1.0000000180025095e-35 0.016865000000000002 -0.20211999999999997 -0.016799999999999995 0.084100000000000022 -0.091054999999999983
decision_type=2 2 2 2 2 2
left_child=1 3 -3 -1 -5 -6
right_child=-2 2 -4 4 5 -7
leaf_value=-0.01580653703073601 -0.011783744805991224 -0.0097758576021825232 0.031154008094161936 0.017051960793444742 0.013938904284113566 -0.025179491810137313
leaf_weight=0.0019814010663155557 0.0010293742859089324 0.0011974272320422474 0.0012000273310938453 0.0016901884561458303 0.0010024331867380506 0.0010226214428998529
leaf_count=873 244 81 476 328 113 1006
internal_value=0 0.00140911 0.0107113 -0.00250574 0.00458779 -0.00581528
internal_weight=0 0.0080941 0.00239745 0.00569664 0.00371524 0.00202505
internal_count=3121 2877 557 2320 1447 1119
is_linear=0
shrinkage=0.1


Tree=5635
num_leaves=9
num_cat=0
split_feature=15 151 160 133 13 52 2 48
split_gain=4.48563e-05 4.94441e-05 6.92846e-05 0.000110202 0.000112667 6.78954e-05 6.09921e-05 3.99559e-05
threshold=-0.24436499999999997 -0.086944999999999981 -0.082299999999999984 -1.0000000180025095e-35 -0.084034999999999985 0.077655000000000016 0.084245000000000014 0.085485000000000019
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 -6 -8
right_child=1 2 3 4 5 -7 7 -9
leaf_value=0.00037865078687391332 0.00036626463403392669 -0.00056122275235881154 -0.00063259507258433157 0.00045260238110582 5.296991496955997e-05 0.000334132086582154 -0.00072541969224424385 -0.00018090205036493169
leaf_weight=0.0010592676524427717 0.001005319134235994 0.0010669698604410813 0.001011162977213975 0.0019973443650750473 0.0016698192777423247 0.0010702848378495947 0.0010265110612107755 0.0010460889036630425
leaf_count=253 248 484 720 335 304 262 382 133
internal_value=0 -4.58961e-05 -9.25145e-05 -2.85733e-05 6.11124e-05 -0.000101362 -0.000225908 -0.000450589
internal_weight=0 0.0098935 0.00888818 0.00782121 0.00681005 0.0048127 0.00374242 0.0020726
internal_count=3121 2868 2620 2136 1416 1081 819 515
is_linear=0
shrinkage=0.00196078


Tree=5636
num_leaves=8
num_cat=0
split_feature=50 4 4 160 3 4 16
split_gain=1.65593e-05 2.66502e-05 3.55438e-05 3.18611e-05 2.17891e-05 5.02131e-05 3.62214e-06
threshold=0.088425000000000017 0.27834500000000006 0.098655000000000007 -0.027994999999999996 -0.08824499999999999 -0.080924999999999983 -0.014754999999999999
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=0.016694796964631043 -0.011862398364195328 0.01517531745535346 -0.014604753148232502 -0.013583356698168189 0.021146977993527168 -0.010453094661638259 -0.0019637558570450415
leaf_weight=0.0012691171721676197 0.0010539296252582734 0.0012060205860955726 0.001490784552046708 0.0010857684428879147 0.0010082660199110774 0.0010028746853905364 0.0010075113032230491
leaf_count=503 560 315 206 461 284 418 374
internal_value=0 0.00146569 -0.000943012 0.00284718 -0.00143461 0.00293513 -0.00619864
internal_weight=0 0.00807034 0.00686432 0.00537354 0.00410442 0.00301865 0.00201039
internal_count=3121 2561 2246 2040 1537 1076 792
is_linear=0
shrinkage=0.1


Tree=5637
num_leaves=9
num_cat=0
split_feature=48 48 51 1 159 2 3 13
split_gain=6.10692e-05 8.62028e-05 9.1447e-05 7.67937e-05 9.70869e-05 9.89076e-05 0.000115232 7.22184e-05
threshold=0.11951500000000001 0.093265000000000015 0.086310000000000012 0.111945 0.082585000000000006 0.10327000000000001 -1.0000000180025095e-35 -0.07692499999999998
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=0.00034887265855972977 -0.00045579037850071696 0.00054785125130188601 -0.00058378162173603355 0.00037736004336328733 -0.00062664403780055477 -0.00038990125262881035 0.00072073231625131493 -0.00035909789048339645
leaf_weight=0.0010154132235396592 0.0010951490831413004 0.0011070221513563962 0.0010231384294755669 0.0019438196010320586 0.0010063834223327552 0.0014315377915912514 0.001176942211794678 0.0012189622845097093
leaf_count=646 114 239 325 328 307 318 94 750
internal_value=0 3.21161e-05 -3.26432e-05 3.97149e-05 -7.24913e-05 4.2666e-05 0.00022419 -3.73603e-05
internal_weight=0 0.00992322 0.0088162 0.00779306 0.00584924 0.00484286 0.00341132 0.00223438
internal_count=3121 3007 2768 2443 2115 1808 1490 1396
is_linear=0
shrinkage=0.00196078


Tree=5638
num_leaves=8
num_cat=0
split_feature=47 47 52 157 15 16 2
split_gain=7.07315e-05 0.000104069 6.17828e-05 5.38664e-05 0.000122069 0.000104936 0.000168574
threshold=0.13148500000000005 0.10254000000000001 0.11434500000000002 -0.06266999999999999 -0.095869999999999983 -0.088159999999999988 0.096540000000000015
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=0.00042087513197225796 -0.00050420510878391989 0.00062002135823489 -0.00046275882291177335 -0.00051877989173058448 0.00047298323468001967 -0.00058028139077115977 0.00032609936992306142
leaf_weight=0.00116699540322222 0.0010108293092816268 0.0010629413206634649 0.0011061738987936049 0.0015440328379474101 0.0019154064737431035 0.001516047846732213 0.0016448458292060114
leaf_count=396 65 187 449 358 433 873 360
internal_value=0 4.01654e-05 -2.91383e-05 3.24566e-05 -3.60117e-05 0.00011083 -0.000108625
internal_weight=0 0.00995644 0.0088935 0.00778733 0.00662033 0.0050763 0.00316089
internal_count=3121 3056 2869 2420 2024 1666 1233
is_linear=0
shrinkage=0.00196078


Tree=5639
num_leaves=9
num_cat=0
split_feature=14 15 16 160 2 52 13 3
split_gain=3.63775e-05 8.42287e-05 4.56519e-05 0.000148327 7.52433e-05 7.338e-05 3.88096e-05 1.34326e-05
threshold=-1.0000000180025095e-35 -0.10653 -0.014034999999999997 -0.063384999999999983 0.092755000000000018 0.091275000000000009 -0.0034749999999999994 -0.012939999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 6 7 -3 -5
right_child=1 2 3 5 -6 -7 -8 -9
leaf_value=-0.00034700245206903315 0.00045594907523163416 0.00028462209702643582 0.00073030020639633787 -0.00050138719423158378 -0.00055860038858336733 0.0002783632857205065 -0.00022164368461216559 -0.00018219200286865705
leaf_weight=0.0010868821390406418 0.0015126912792526393 0.0010789071551561007 0.0010499879586229961 0.0010264939790560722 0.001435616682771282 0.0011379385142874653 0.0012644113784834109 0.0010013395079210199
leaf_count=161 388 806 317 563 428 66 258 134
internal_value=0 3.16665e-05 -4.86128e-05 9.16702e-05 -0.000205112 -0.000120143 1.14504e-05 -0.000343769
internal_weight=0 0.00950739 0.0079947 0.00421576 0.00377894 0.00316577 0.00234332 0.00202783
internal_count=3121 2960 2572 1080 1492 763 1064 697
is_linear=0
shrinkage=0.00196078


Tree=5640
num_leaves=8
num_cat=0
split_feature=1 3 457 4 12 3 13
split_gain=1.78025e-05 4.83021e-05 4.56065e-05 5.13636e-05 3.47179e-05 5.4727e-05 2.79107e-05
threshold=0.11588000000000001 0.10299500000000002 0.045365000000000009 -0.076779999999999987 0.087005000000000013 0.088060000000000013 -0.0034749999999999994
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=0.01343109626286383 0.022633951729168864 -0.0075786501213635123 0.014895632393361556 0.0077496641836913224 -0.029881882164083873 -0.023848478244494511 -0.0073604358056231362
leaf_weight=0.0014546997889765558 0.0010888533087528842 0.0010294646774739666 0.0012426059680367913 0.0011302770421197719 0.0010227768139759695 0.0010642077341612988 0.0011609023242572587
leaf_count=653 260 155 256 473 879 86 359
internal_value=0 0.00795117 -0.00249879 -0.00620441 -0.0146656 -0.00757374 0.00420303
internal_weight=0 0.00211832 0.00707547 0.00583286 0.00321726 0.00219448 0.0026156
internal_count=3121 415 2706 2450 1438 559 1012
is_linear=0
shrinkage=0.1


Tree=5641
num_leaves=7
num_cat=0
split_feature=14 15 42 43 0 15
split_gain=2.73986e-05 7.09921e-05 3.28585e-05 0.000108458 6.01203e-05 5.90944e-05
threshold=-1.0000000180025095e-35 -0.10653 -1.0000000180025095e-35 -0.084004999999999982 -0.084144999999999984 -0.0088349999999999974
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=-0.00031362472785420934 0.00042879058525737026 -0.00033103191975318656 0.00049808971823622089 -0.00019292378280827446 -0.00039345305538608937 0.0003586096780100934
leaf_weight=0.001019284894680718 0.0014159990189707887 0.0013161974664953422 0.0013695611785535721 0.0017121649730973806 0.0019508629902974415 0.0013248332057421996
leaf_count=161 388 760 366 335 798 313
internal_value=0 2.53955e-05 -4.90422e-05 9.33901e-06 -0.000124862 4.76723e-05
internal_weight=0 0.00908962 0.00767362 0.00635742 0.00498786 0.003037
internal_count=3121 2960 2572 1812 1446 648
is_linear=0
shrinkage=0.00196078


Tree=5642
num_leaves=9
num_cat=0
split_feature=48 11 13 1 39 0 49 2
split_gain=4.23294e-05 5.41589e-05 7.10607e-05 8.77499e-05 5.58442e-05 0.000118342 6.17429e-05 3.36305e-05
threshold=-0.024949999999999996 1.0000000180025095e-35 -0.076384999999999995 0.08844500000000001 0.0046100000000000004 -0.053834999999999994 -0.009244999999999998 0.086950000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -4 -8
right_child=1 -3 4 -5 -6 -7 7 -9
leaf_value=0.00037291422259985236 -2.1444494481079082e-05 -0.00046197627375856466 -0.00041351548721699059 0.00067432350583911246 0.00029712439495951454 -0.0007779257888725111 0.00034149197161537217 -0.00010726315984778741
leaf_weight=0.0010268306017397191 0.001747541437335218 0.0010697038813686647 0.0011807481753614022 0.0011591897419028761 0.0010236892444184268 0.0010832230937641209 0.0013496849128729733 0.0012246245361719706
leaf_count=186 763 230 80 370 201 229 502 560
internal_value=0 -4.54542e-05 5.35785e-06 0.000256024 -0.000118938 -0.000206969 -4.22652e-05 0.000128015
internal_weight=0 0.00983841 0.0087687 0.00290673 0.00586197 0.00483828 0.00375506 0.00257431
internal_count=3121 2935 2705 1133 1572 1371 1142 1062
is_linear=0
shrinkage=0.00196078


Tree=5643
num_leaves=10
num_cat=0
split_feature=147 52 159 150 133 133 42 2 0
split_gain=8.42098e-05 8.08044e-05 3.98316e-05 7.26913e-05 0.000103985 8.0254e-05 0.000185146 0.000118705 0.000186455
threshold=1.0000000180025095e-35 0.15116000000000002 0.090025000000000008 0.088380000000000014 -0.0061299999999999992 0.09389500000000002 0.087995000000000004 0.10731 -0.10607499999999999
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=-0.00045073783085944916 0.0005270616214312539 -0.00058436765068760679 -0.00037576442771841521 -0.00045429829803587387 0.00097301154845009716 -0.00029557998654152482 0.0010145373018818308 -0.00044837673804072679 -7.2687835733963849e-05
leaf_weight=0.0010795988851237046 0.0010126838830347212 0.0010375230343972275 0.00100020946797211 0.0010050039642450102 0.0010515666296650051 0.0010028504978238494 0.0011192333655425657 0.0010646862993633245 0.0017408836027496841
leaf_count=717 183 372 325 179 94 406 198 162 485
internal_value=0 -6.60274e-05 -6.69509e-06 3.9083e-05 0.000109329 0.000210453 0.00031243 0.000108698 0.000321096
internal_weight=0 0.0101016 0.00906403 0.00806382 0.00705882 0.00597922 0.00497637 0.00385714 0.00279245
internal_count=3121 2938 2566 2241 2062 1345 939 741 579
is_linear=0
shrinkage=0.00196078


Tree=5644
num_leaves=7
num_cat=0
split_feature=1 3 457 4 4 13
split_gain=1.48879e-05 3.94937e-05 3.74924e-05 4.21748e-05 3.65168e-05 2.2827e-05
threshold=0.11588000000000001 0.10299500000000002 0.045365000000000009 -0.076779999999999987 0.053180000000000012 -0.0034749999999999994
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=0.012060192528774983 0.020509640020758394 -0.0067401201201769236 0.013419950082580784 -0.026757209294109036 -0.0049025259246840806 -0.0066729862993650428
leaf_weight=0.0014643245940813695 0.0010916642024615866 0.0010371966626683861 0.0012507322381124933 0.001242529732200797 0.0019874608854749611 0.0011703524117193023
leaf_count=653 260 155 256 1049 389 359
internal_value=0 0.00723336 -0.00229856 -0.00565077 -0.0133097 0.00373871
internal_weight=0 0.00212886 0.0071154 0.00586467 0.00322999 0.00263468
internal_count=3121 415 2706 2450 1438 1012
is_linear=0
shrinkage=0.1


Tree=5645
num_leaves=7
num_cat=0
split_feature=42 49 15 47 2 3
split_gain=1.51123e-05 3.31296e-05 3.87598e-05 3.68058e-05 3.95834e-05 3.7882e-05
threshold=0.091735000000000025 -0.00064499999999999985 -0.031204999999999997 0.10254000000000001 0.10222000000000002 -0.055119999999999995
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=0.0034431412460886913 -0.010203163259859323 -0.001622051171574656 -0.022418519398847661 0.021469790135810865 -0.011408963338637161 0.021401500581315531
leaf_weight=0.0012555306132206604 0.0012744439932839352 0.0016405391229398249 0.0010763223177274444 0.0011696603335375026 0.0015431650802210798 0.0012662260630573255
leaf_count=291 667 1145 280 142 399 197
internal_value=0 0.00152651 -0.00849392 0.0056845 0.00153535 0.00840732
internal_weight=0 0.00795144 0.00233185 0.00561959 0.00444993 0.00290677
internal_count=3121 2454 571 1883 1741 1342
is_linear=0
shrinkage=0.1


Tree=5646
num_leaves=8
num_cat=0
split_feature=42 43 0 4 3 3 2
split_gain=1.68983e-05 3.88996e-05 5.96312e-05 5.35024e-05 4.26505e-05 4.23354e-05 6.59547e-05
threshold=-1.0000000180025095e-35 -0.063379999999999978 -0.068189999999999987 -0.27825499999999997 -0.078724999999999976 0.090900000000000009 0.11215000000000001
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=-0.0099327011530658278 -0.002320584725479408 -0.022953509623271029 0.031007143935273197 0.019980535342259374 -0.018777791771722899 0.023191613181228678 -0.010556733790273828
leaf_weight=0.0014649872036291171 0.001154151560099735 0.0010511706858676861 0.0010037720597364473 0.0010295032395617127 0.0011617979708682452 0.0010495931701125279 0.0012917930379791817
leaf_count=862 798 193 221 454 320 116 157
internal_value=0 0.00177949 0.013182 -0.00262711 0.00208677 -0.00317179 0.00457193
internal_weight=0 0.00774178 0.00215792 0.00558386 0.00453269 0.00350318 0.00234139
internal_count=3121 2259 1019 1240 1047 593 273
is_linear=0
shrinkage=0.1


Tree=5647
num_leaves=8
num_cat=0
split_feature=49 1 47 4 52 3 15
split_gain=1.56531e-05 3.05246e-05 5.02779e-05 6.71193e-05 5.60663e-05 3.8876e-05 1.84656e-05
threshold=-0.047584999999999995 0.12337000000000002 0.092530000000000015 0.053180000000000012 0.0031350000000000002 -0.074479999999999977 -0.033689999999999991
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=0.017189804205705424 -0.033324021290282425 0.012056884202043013 -0.025559730425540245 0.017630007539229133 0.006095636864845641 -0.0054777900075710494 -0.0018866768314331483
leaf_weight=0.001017390981863917 0.0010002742915629387 0.0012301829171743311 0.0010111480057656405 0.0013795488267199958 0.0015203587234070672 0.0010051758547247999 0.0010123011018746239
leaf_count=228 809 244 244 313 889 219 175
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internal_weight=0 0.00714669 0.00591651 0.00490536 0.00352581 0.00200545 0.00202969
internal_count=3121 2718 2474 2230 1917 1028 403
is_linear=0
shrinkage=0.1


Tree=5648
num_leaves=8
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split_feature=52 52 160 12 160 52 13
split_gain=4.01255e-05 7.09493e-05 7.97735e-05 6.07457e-05 7.16456e-05 9.236e-05 4.11538e-05
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decision_type=2 2 2 2 2 2 2
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leaf_value=-0.0003777260650304559 0.00041933363493729879 -0.00029291874082846333 -0.00054814066871508376 -0.00037763973409489108 0.00030260082280125566 0.0007574160228135861 -0.00013269233186612996
leaf_weight=0.0010080064446265314 0.0015352120068448495 0.0012558602226994849 0.0010372259347136 0.0011354623605863605 0.0016436397973620168 0.0010126976210438308 0.0016973757792918
leaf_count=354 417 520 243 276 789 233 289
internal_value=0 3.41006e-05 -4.18946e-05 3.5954e-05 0.000119672 0.000238686 8.14537e-05
internal_weight=0 0.00931747 0.00778226 0.00674504 0.00560957 0.00435371 0.00334102
internal_count=3121 2767 2350 2107 1831 1311 1078
is_linear=0
shrinkage=0.00196078


Tree=5649
num_leaves=9
num_cat=0
split_feature=48 16 52 52 43 3 16 15
split_gain=6.19641e-05 8.39477e-05 6.69432e-05 6.20401e-05 9.44764e-05 0.000136254 5.1278e-05 6.34047e-05
threshold=0.11951500000000001 -0.5048999999999999 0.11434500000000002 0.091275000000000009 -0.13868499999999997 -0.10831999999999999 0.042200000000000008 -0.0040799999999999994
decision_type=2 2 2 2 2 2 2 2
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right_child=-2 2 -4 -5 5 6 -8 -9
leaf_value=0.00054593718709305169 -0.00045965252334380249 -0.00051878239192762194 -0.00049043681451521766 0.0004685941819025808 0.00071532688713956023 -0.00016757026893850918 -0.00042661850600222984 0.00041460952702001772
leaf_weight=0.0011113518460748118 0.001064028646957379 0.0012537300072132116 0.0010506908627216007 0.0010984588214996479 0.0010412931383257653 0.0018623869580272959 0.0011654365078553638 0.0011717386355782203
leaf_count=192 114 219 437 207 174 704 408 666
internal_value=0 3.8662e-05 -2.656e-05 3.76292e-05 -3.52619e-05 8.0407e-05 -7.70231e-05 5.72598e-05
internal_weight=0 0.00975509 0.00864373 0.00759304 0.00649459 0.00524086 0.00419956 0.00303413
internal_count=3121 3007 2815 2378 2171 1952 1778 1370
is_linear=0
shrinkage=0.00196078


Tree=5650
num_leaves=7
num_cat=0
split_feature=11 2 52 3 2 43
split_gain=1.57477e-05 2.77632e-05 8.5084e-05 5.93341e-05 4.33757e-05 6.35261e-05
threshold=1.0000000180025095e-35 0.10912000000000001 0.084960000000000022 0.12178000000000001 0.089885000000000007 -0.074359999999999996
decision_type=2 2 2 2 2 2
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leaf_value=0.011166323004765121 -0.011686329251962176 0.027543954290364388 -0.024872684762827175 -0.0039985777487363946 0.016867880037107243 -0.019106418374017282
leaf_weight=0.0014322910950621858 0.0010373951140932409 0.0010986730102054065 0.0013010596080017273 0.0013043954668941343 0.0016815357022772455 0.0013432981385595683
leaf_count=527 244 389 787 162 459 553
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internal_weight=0 0.00816125 0.00575818 0.00240307 0.00445712 0.00277559
internal_count=3121 2877 2326 551 1539 1080
is_linear=0
shrinkage=0.1


Tree=5651
num_leaves=7
num_cat=0
split_feature=48 48 1 13 42 4
split_gain=3.9905e-05 0.00010184 5.81261e-05 3.86263e-05 5.78694e-05 5.94986e-05
threshold=0.11951500000000001 0.093265000000000015 0.111945 -0.094514999999999988 0.084050000000000014 -1.0000000180025095e-35
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=0.00013091083110175855 -0.00037644358347000545 0.00060880077034375737 0.00025212685024216555 0.00013438733404846296 -0.0006140649116201549 -0.00038261106970764942
leaf_weight=0.0015784002744723014 0.0010049033700882627 0.0010532496145700268 0.0019892999765256563 0.0018902302114238336 0.0011115126329804314 0.0015639186095157489
leaf_count=203 114 239 375 927 978 285
internal_value=0 3.5107e-05 -3.91849e-05 -0.000133505 -0.000224916 -9.96916e-05
internal_weight=0 0.00918661 0.00813336 0.00614406 0.00456566 0.00345415
internal_count=3121 3007 2768 2393 2190 1212
is_linear=0
shrinkage=0.00196078


Tree=5652
num_leaves=8
num_cat=0
split_feature=15 42 3 15 16 4 2
split_gain=4.98633e-05 3.98835e-05 5.62964e-05 6.19757e-05 8.56307e-05 5.39362e-05 4.53715e-05
threshold=0.091650000000000023 0.092620000000000022 -0.10023499999999998 -0.016799999999999995 -0.020119999999999996 0.033845000000000007 0.084055000000000005
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 3 6 -6 -7 -8
leaf_value=0.00037696342653204267 -0.00042209309366871445 -0.0002984040145074599 0.00032234804185507667 0.00054283673000855934 -0.00065187437826124089 -0.00022641810583474471 2.0623685943029437e-05
leaf_weight=0.0019238966023415972 0.0010163025139346823 0.0012100175346236594 0.001216390917075355 0.0010442676116714034 0.0010196331224842214 0.0015869902559964386 0.0016509095686671593
leaf_count=333 497 407 293 268 440 313 570
internal_value=0 3.45194e-05 8.22378e-05 -4.75287e-06 -0.000165287 1.16923e-05 0.000222959
internal_weight=0 0.00965211 0.00844209 0.00651819 0.00382301 0.00280338 0.00269518
internal_count=3121 2624 2217 1884 1046 606 838
is_linear=0
shrinkage=0.00196078


Tree=5653
num_leaves=7
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split_feature=42 49 1 4 12 1
split_gain=1.6746e-05 3.5811e-05 3.16845e-05 5.65774e-05 4.8957e-05 3.0702e-05
threshold=0.091735000000000025 -0.00064499999999999985 0.111945 -0.0016099999999999997 0.085885000000000017 0.091095000000000023
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 -5 -6 -7
leaf_value=0.0042059572225388499 -0.010763216954024104 0.027486650993846191 0.018380708907485645 -0.014135075640406645 -0.00054097486411156957 -0.018981808758733641
leaf_weight=0.0010152701431977486 0.0012663483880150208 0.0010118403465986558 0.0014990851892649759 0.0014944135048900282 0.0016226652151309538 0.0013049687376270149
leaf_count=318 667 438 234 393 818 253
internal_value=0 0.00161852 0.00592837 0.0014073 0.0102237 -0.00883551
internal_weight=0 0.00794824 0.005628 0.00412892 0.00263451 0.00232024
internal_count=3121 2454 1883 1649 1256 571
is_linear=0
shrinkage=0.1


Tree=5654
num_leaves=7
num_cat=0
split_feature=42 160 151 16 2 2
split_gain=1.63344e-05 3.70436e-05 4.82279e-05 7.54849e-05 7.29667e-05 5.60784e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 0.16703000000000004 0.086885000000000004 0.11177500000000001
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6
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leaf_value=-0.0097407422581455433 -0.010635733166267338 -0.012468935808747722 -0.0007739003353137259 -0.010992778067489889 0.044794961075823501 0.012469244266142092
leaf_weight=0.00146877864006677 0.0018365378046778947 0.0011776705784340815 0.0013197104247337057 0.0012424975537888515 0.0011054052956877231 0.0010430464491378761
leaf_count=862 828 300 406 278 272 175
internal_value=0 0.00176385 0.00563122 0.0101563 0.0177331 0.0291012
internal_weight=0 0.00772487 0.00588833 0.00471066 0.00346816 0.00214845
internal_count=3121 2259 1431 1131 853 447
is_linear=0
shrinkage=0.1


Tree=5655
num_leaves=7
num_cat=0
split_feature=1 0 12 3 0 52
split_gain=1.63942e-05 4.60439e-05 3.26913e-05 4.54935e-05 7.54161e-05 8.44388e-05
threshold=0.077565000000000009 0.062580000000000011 -0.010834999999999999 -0.10519499999999998 -0.084144999999999984 -0.0064899999999999992
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=-0.019852692160117008 0.019114350214889692 0.0063848672284516688 0.015894893385740152 -0.016886388310974564 -0.02920935563674348 0.01621496737675716
leaf_weight=0.001329069668376974 0.0010173817821427051 0.0013464190693441985 0.0013039603935799671 0.0013416188645028512 0.0010153618497549142 0.0018107484357346275
leaf_count=1565 343 71 282 148 475 237
internal_value=0 -0.00664884 0.00265384 -0.000406753 -0.00550706 0.00212733
internal_weight=0 0.00267549 0.00648907 0.00547169 0.00416773 0.00315237
internal_count=3121 1636 1485 1142 860 385
is_linear=0
shrinkage=0.1


Tree=5656
num_leaves=9
num_cat=0
split_feature=47 4 12 151 1 3 133 3
split_gain=4.23525e-05 9.72397e-05 7.57974e-05 5.24442e-05 0.000157558 6.13881e-05 3.94094e-05 1.2025e-05
threshold=0.12431000000000002 0.24564500000000003 0.098810000000000023 -0.0052199999999999989 0.083835000000000007 0.076840000000000006 1.0000000180025095e-35 -0.0049599999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 -5 -3
right_child=-2 7 -4 4 5 -7 -8 -9
leaf_value=0.00032886517572240447 -0.00037108468355276353 0.00054987440202494686 -0.00057186838078948784 0.00043370693726986698 -0.00015992328830290409 -0.00083518547129458962 -6.5610293349156019e-05 0.00025262199324667904
leaf_weight=0.0014752670448295582 0.0011123850323495671 0.0010751540531927603 0.0010142280950133104 0.0015088204762832326 0.0010368231442605619 0.0010336032749521384 0.0010175898969331711 0.001019265619405682
leaf_count=430 91 207 388 657 500 134 519 195
internal_value=0 3.40284e-05 -7.56784e-05 7.20062e-06 -9.60315e-05 -0.000497029 0.000232591 0.000405214
internal_weight=0 0.00918075 0.00708633 0.0060721 0.00459684 0.00207043 0.00252641 0.00209442
internal_count=3121 3030 2628 2240 1810 634 1176 402
is_linear=0
shrinkage=0.00196078


Tree=5657
num_leaves=7
num_cat=0
split_feature=11 16 2 4 12 0
split_gain=1.5517e-05 2.89436e-05 6.59792e-05 3.98799e-05 4.89885e-05 5.91264e-05
threshold=1.0000000180025095e-35 -0.36241499999999999 0.10912000000000001 -0.10429499999999998 0.088305000000000008 -0.11756999999999999
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=-0.012172187502085383 -0.011567122911056963 -0.016049315845648834 0.02106755808994025 0.011734999092543717 0.017668881375078088 -0.021165198169865548
leaf_weight=0.0013150348787371825 0.0010396637299487097 0.0013979833926805489 0.0017042830614374732 0.0010274621381314189 0.0015053861653630827 0.0011662895910088682
leaf_count=334 244 167 406 128 952 890
internal_value=0 0.00140857 0.00403437 -0.00166087 0.00377683 -0.00575611
internal_weight=0 0.00811644 0.0068014 0.00509712 0.00369914 0.00219375
internal_count=3121 2877 2543 2137 1970 1018
is_linear=0
shrinkage=0.1


Tree=5658
num_leaves=7
num_cat=0
split_feature=50 484 52 2 3 12
split_gain=1.5983e-05 2.74829e-05 2.91973e-05 3.92037e-05 6.47086e-05 3.95518e-05
threshold=0.088425000000000017 0.073690000000000019 -0.088614999999999985 0.10613000000000002 -1.0000000180025095e-35 0.09141500000000001
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.013981207768623778 -0.011589100409365949 0.016041812069502649 -0.017047047294509541 -0.0088997580222596601 0.024414722315085978 0.010483532314706201
leaf_weight=0.0013661020425786777 0.0010622437324026039 0.0011140382795953498 0.0010084983262358962 0.0019982692157297739 0.0015010043927440645 0.0010813979503186144
leaf_count=511 560 342 828 370 130 380
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internal_weight=0 0.00806931 0.00695527 0.00558917 0.0035909 0.0020899
internal_count=3121 2561 2219 1708 1338 1208
is_linear=0
shrinkage=0.1


Tree=5659
num_leaves=8
num_cat=0
split_feature=4 42 43 49 0 3 15
split_gain=2.54708e-05 4.19972e-05 6.49937e-05 6.58242e-05 0.00010237 8.68583e-05 6.27761e-05
threshold=0.27287000000000006 0.091735000000000025 0.093175000000000022 -0.006494999999999999 -0.083914999999999976 -0.088084999999999983 -0.033689999999999991
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 4 5 -7 -8
leaf_value=-2.9816782971667137e-05 0.00021747715658556872 -0.00042128492844496795 0.00046676995729261428 0.00042989535724887471 0.0002367284664156286 -0.00053233994550061373 -0.00069058945484500099
leaf_weight=0.0011683435574277225 0.0016561765964316936 0.00102090361254844 0.0010034083116349703 0.0017821245594913161 0.0010023526721979151 0.0012928041683621214 0.0010491701696593685
leaf_count=212 352 562 191 760 364 436 244
internal_value=0 -4.87927e-05 3.31314e-06 -7.05632e-05 7.73067e-05 -0.000196468 -0.000342448
internal_weight=0 0.00831911 0.0072982 0.0062948 0.00407728 0.00229516 0.00221751
internal_count=3121 2769 2207 2016 1560 800 456
is_linear=0
shrinkage=0.00196078


Tree=5660
num_leaves=8
num_cat=0
split_feature=48 48 51 1 2 3 13
split_gain=4.55254e-05 9.99694e-05 8.81176e-05 8.25366e-05 7.6173e-05 7.62808e-05 6.13021e-05
threshold=0.11951500000000001 0.093265000000000015 0.086310000000000012 0.111945 0.10327000000000001 -1.0000000180025095e-35 -0.084034999999999985
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=0.00024312471205790144 -0.00039383228371540457 0.00057900803247466683 -0.00057511641885979578 0.00038598469732294941 -0.0004414741042064368 0.00043664203391704452 -0.00036184494013419445
leaf_weight=0.0010413131247314434 0.0010747236387652929 0.0011331370231189878 0.0010420264502408027 0.0019079184791740726 0.0016428155826998248 0.0013656268188929764 0.001687670987979424
leaf_count=495 114 239 325 328 386 131 1103
internal_value=0 3.12366e-05 -4.02119e-05 3.26932e-05 -8.47901e-05 5.83166e-05 -0.000131003
internal_weight=0 0.00982051 0.00868737 0.00764534 0.00573743 0.00409461 0.00272898
internal_count=3121 3007 2768 2443 2115 1729 1598
is_linear=0
shrinkage=0.00196078


Tree=5661
num_leaves=7
num_cat=0
split_feature=52 52 133 160 1 47
split_gain=1.51486e-05 3.37117e-05 4.00711e-05 5.62513e-05 0.00010845 3.18367e-05
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decision_type=2 2 2 2 2 2
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leaf_count=288 501 562 701 574 387 108
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internal_weight=0 0.00789759 0.0067158 0.00569522 0.00462109 0.0029444
internal_count=3121 2620 2058 1357 1069 495
is_linear=0
shrinkage=0.1


Tree=5662
num_leaves=7
num_cat=0
split_feature=49 1 47 4 52 15
split_gain=1.47331e-05 2.77185e-05 4.60976e-05 5.341e-05 4.75405e-05 1.82994e-05
threshold=-0.047584999999999995 0.12337000000000002 0.092530000000000015 0.053180000000000012 0.0031350000000000002 -0.033689999999999991
decision_type=2 2 2 2 2 2
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leaf_weight=0.0010180767965225926 0.0019786152860419874 0.00123675009718607 0.001003183331261967 0.0013715551016393887 0.0015101965478112661 0.0010110374924040099
leaf_count=228 1028 244 244 313 889 175
internal_value=0 -0.00220623 -0.00507574 -0.00104751 -0.00762022 0.00745599
internal_weight=0 0.0071003 0.00586355 0.00486037 0.00348881 0.00202911
internal_count=3121 2718 2474 2230 1917 403
is_linear=0
shrinkage=0.1


Tree=5663
num_leaves=7
num_cat=0
split_feature=52 13 43 3 2 43
split_gain=1.46743e-05 3.29985e-05 5.80834e-05 6.02173e-05 5.12055e-05 5.28572e-05
threshold=0.11434500000000002 -0.0034749999999999994 1.0000000180025095e-35 -0.075944999999999985 0.11215000000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
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right_child=-2 4 -4 -5 -6 -7
leaf_value=0.0032162869642728626 -0.010088420409103047 -0.014368829530473876 -0.010425064175571028 0.034666877178456845 -0.023945368456338389 0.01178382154067906
leaf_weight=0.0013706032679897172 0.001256310068422012 0.0012547382937600502 0.0011025468913767713 0.0010952771739401125 0.0010181277894648439 0.0020120699188768852
leaf_count=1004 501 328 393 395 161 339
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internal_weight=0 0.00785336 0.00356843 0.00246588 0.00428494 0.00326681
internal_count=3121 2620 1792 1399 828 667
is_linear=0
shrinkage=0.1


Tree=5664
num_leaves=8
num_cat=0
split_feature=14 15 16 2 2 2 52
split_gain=4.18633e-05 7.59953e-05 4.01905e-05 9.7619e-05 7.77547e-05 7.08785e-05 4.31214e-05
threshold=-1.0000000180025095e-35 -0.10653 -0.088394999999999987 0.092875000000000013 0.10644500000000001 0.090050000000000005 -0.0064899999999999992
decision_type=2 2 2 2 2 2 2
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leaf_value=-0.00037926621015283606 0.00043929305651058251 8.8556415504114388e-05 -0.00015149691383343892 -0.00069852595446098754 0.00046169330685760817 -0.00044573860979464294 0.00034460946505125229
leaf_weight=0.0010598038414014231 0.0014817297628649277 0.0013998683050787818 0.0013253440194348762 0.0010680735731864778 0.0013293977023251949 0.0013802736644677877 0.0013697956144090586
leaf_count=161 388 394 491 200 351 480 656
internal_value=0 3.19201e-05 -4.47516e-05 -0.000252076 4.9917e-05 -8.44043e-05 0.000100647
internal_weight=0 0.00935448 0.00787275 0.00246794 0.00540481 0.00407541 0.00269514
internal_count=3121 2960 2572 594 1978 1627 1147
is_linear=0
shrinkage=0.00196078


Tree=5665
num_leaves=9
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split_feature=14 15 15 150 1 42 15 12
split_gain=3.91849e-05 6.07145e-05 3.73836e-05 0.000126731 5.01234e-05 7.01059e-05 5.40054e-05 4.95455e-05
threshold=-1.0000000180025095e-35 -0.10653 -0.037864999999999989 0.081835000000000019 0.11146500000000002 0.086325000000000013 1.0000000180025095e-35 0.082095000000000015
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=-0.0003662848902543322 0.00041253069760406982 -0.00073490616068552588 0.00059160721937020393 0.00022679174805351668 0.00044165454176394017 -0.00048359847598410224 -0.00022154367088929994 -1.3500600750499054e-05
leaf_weight=0.0010360331686069335 0.0013934253709715462 0.0010549099823100906 0.0010563734808703008 0.0010523935397850712 0.0010332628551708058 0.0010377578475106461 0.0012536245877021505 0.0010250305700902603
leaf_count=161 388 599 148 210 95 625 646 249
internal_value=0 3.66147e-05 -3.31026e-05 -0.000254631 5.32504e-05 -3.85272e-05 9.99653e-05 0.000293609
internal_weight=0 0.00890678 0.00751335 0.0021073 0.00540605 0.00437279 0.00333503 0.0020814
internal_count=3121 2960 2572 809 1763 1668 1043 397
is_linear=0
shrinkage=0.00196078


Tree=5666
num_leaves=8
num_cat=0
split_feature=14 15 15 150 13 15 0
split_gain=4.53041e-05 6.83121e-05 4.13757e-05 0.000123303 5.34049e-05 7.4672e-05 6.8066e-05
threshold=-1.0000000180025095e-35 -0.10653 -0.037864999999999989 0.081835000000000019 -0.033284999999999988 1.0000000180025095e-35 -0.082974999999999979
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=-0.00038651403761038537 0.00043429870510629123 -0.0007331096204565824 0.00020565757181501481 0.00020400631420452699 0.00046069664700010071 -0.00016114216602478775 -0.00045481746753717482
leaf_weight=0.0010639199602688427 0.0014322881880897264 0.0010745530161326805 0.0010798391257907727 0.0010847668121263441 0.001962579189406107 0.0011942078701514644 0.0013497308696084685
leaf_count=161 388 599 470 210 265 571 457
internal_value=0 4.09118e-05 -3.18311e-05 -0.000262335 5.72667e-05 0.000225456 -0.000161265
internal_weight=0 0.00917797 0.00774568 0.00215932 0.00558636 0.00315679 0.00242957
internal_count=3121 2960 2572 809 1763 836 927
is_linear=0
shrinkage=0.00196078


Tree=5667
num_leaves=8
num_cat=0
split_feature=42 49 15 12 13 16 15
split_gain=1.46506e-05 3.36399e-05 3.52872e-05 6.87855e-05 8.84262e-05 6.07913e-05 2.50947e-05
threshold=0.091735000000000025 -0.00064499999999999985 -0.037864999999999989 0.051320000000000005 -0.095304999999999987 -0.095964999999999981 -0.031204999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 6 5 -4 -5 -3 -1
right_child=-2 2 3 4 -6 -7 -8
leaf_value=0.0010530654893493054 -0.010062510241447373 0.013230373854301251 0.031715107226704675 0.022241592433914686 -0.018392339501490447 -0.01967332555085971 -0.019857409468759739
leaf_weight=0.0012424147959810381 0.0012621682683937032 0.0010772952879138349 0.0011776843611173366 0.0010558072536737645 0.0010868585992167413 0.001172766242887785 0.0010666593110481134
leaf_count=291 667 299 160 84 869 471 280
internal_value=0 0.00154216 0.00574897 0.0123009 0.00163019 -0.00391953 -0.00860637
internal_weight=0 0.00787949 0.00557041 0.00332035 0.00214267 0.00225006 0.00230907
internal_count=3121 2454 1883 1113 953 770 571
is_linear=0
shrinkage=0.1


Tree=5668
num_leaves=8
num_cat=0
split_feature=43 43 3 3 2 2 4
split_gain=1.63723e-05 5.17728e-05 2.61597e-05 3.6103e-05 2.94821e-05 4.57182e-05 1.49332e-05
threshold=-0.067199999999999996 -0.092909999999999979 -0.11255999999999998 0.048265000000000009 0.093175000000000022 0.11293500000000002 -0.026489999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 6 -2 -4 -5 -6 -1
right_child=2 -3 3 4 5 -7 -8
leaf_value=0.0044771982017037847 0.011004932948662347 0.021806477342232761 -0.021543974601508937 0.012572860822765215 -0.023120836289183155 0.0040743754964855583 -0.012671259761267746
leaf_weight=0.0010055220481013608 0.0010588767523880922 0.0012309168396664317 0.0011805301909338589 0.0010647993032338963 0.0010589433441446708 0.0014851058091225125 0.0010259248222328724
leaf_count=265 213 888 1126 139 109 181 200
internal_value=0 0.00562295 -0.00321902 -0.00636377 -0.00139801 -0.00724545 -0.00418315
internal_weight=0 0.00326236 0.00584826 0.00478938 0.00360885 0.00254405 0.00203145
internal_count=3121 1353 1768 1555 429 290 465
is_linear=0
shrinkage=0.1


Tree=5669
num_leaves=8
num_cat=0
split_feature=48 52 52 0 43 47 16
split_gain=4.66052e-05 5.47933e-05 4.86764e-05 6.35895e-05 6.13792e-05 5.64127e-05 2.52157e-05
threshold=-0.024949999999999996 0.15116000000000002 0.096795000000000006 -0.053834999999999994 -0.063379999999999978 0.081320000000000017 -0.088159999999999988
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=0.00027297750466947536 0.00021885894921375122 -0.00059728765782390326 0.00025618566107361423 -0.0004909412603915222 0.00012837491145282516 -0.00057106957401962285 -0.00025153772185220434
leaf_weight=0.0010156820888822587 0.0018663611452488117 0.0010248106905487104 0.001159047859448527 0.0018537775240376302 0.0013759354051034467 0.0011819532856619267 0.0013122919635307733
leaf_count=186 866 371 257 391 331 134 585
internal_value=0 -0.000168325 -0.00011808 -0.000175231 -7.32084e-05 -0.000214055 -5.70842e-05
internal_weight=0 0.00977418 0.00874937 0.00759032 0.00573654 0.00387018 0.00268823
internal_count=3121 2935 2564 2307 1916 1050 916
is_linear=0
shrinkage=0.00196078


Tree=5670
num_leaves=9
num_cat=0
split_feature=147 52 150 42 16 16 43 4
split_gain=7.87979e-05 7.42282e-05 7.7904e-05 4.39958e-05 5.51873e-05 6.10464e-05 0.000140414 0.000118617
threshold=1.0000000180025095e-35 0.15116000000000002 0.086845000000000019 0.091545000000000015 -0.36241499999999999 0.22339500000000004 -0.092909999999999979 -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=-0.00026034465000686059 0.00050960779628244496 -0.00056309688803377576 -0.00047579540132710777 -0.00028001308807014966 -0.00031746666808732963 -0.00018015220199025101 0.00081712231311001707 4.2225152983821144e-05
leaf_weight=0.001162162154512863 0.0010142636511096892 0.0010277810649961883 0.0011822739164683493 0.0012055383284591261 0.0010076596058059338 0.0011982019040192617 0.0019893682723945314 0.0012284873177393096
leaf_count=179 183 372 235 501 223 289 891 248
internal_value=0 -6.39623e-05 -6.79503e-06 6.43713e-05 0.000127411 0.000210496 0.00032127 0.000521288
internal_weight=0 0.0100015 0.00897369 0.00779142 0.00658588 0.00542372 0.00422552 0.00321786
internal_count=3121 2938 2566 2331 1830 1651 1362 1139
is_linear=0
shrinkage=0.00196078


Tree=5671
num_leaves=7
num_cat=0
split_feature=16 1 43 48 133 0
split_gain=1.41426e-05 5.63807e-05 4.52107e-05 3.86263e-05 1.97943e-05 1.34894e-05
threshold=0.38525000000000004 0.077565000000000009 -0.0024749999999999993 0.086035000000000014 1.0000000180025095e-35 -0.15090499999999998
decision_type=2 2 2 2 2 2
left_child=1 4 -3 5 -1 -4
right_child=-2 2 3 -5 -6 -7
leaf_value=-0.0059195139339035235 0.0094779131173253432 0.016047021721976029 0.013626371104445268 -0.014640496880198185 -0.024829864835869981 -0.002309244355334993
leaf_weight=0.0011169411757768638 0.0013031297483646629 0.0019107199212298276 0.0011018966394045508 0.0015949719058043661 0.0010973478011426607 0.0010256207224519
leaf_count=749 311 665 129 170 762 335
internal_value=0 -0.00177154 0.00354267 -0.00287569 -0.015291 0.00594423
internal_weight=0 0.0078475 0.00563321 0.00372249 0.00221429 0.00212752
internal_count=3121 2810 1299 634 1511 464
is_linear=0
shrinkage=0.1


Tree=5672
num_leaves=8
num_cat=0
split_feature=14 15 15 52 13 0 3
split_gain=3.66499e-05 5.4417e-05 3.67636e-05 3.48311e-05 9.10119e-05 6.01245e-05 8.07978e-05
threshold=-1.0000000180025095e-35 -0.10653 -0.092489999999999989 0.10160000000000001 -0.095304999999999987 -0.11013499999999998 -0.082094999999999987
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=-0.00035848127678930156 0.0003908635587690591 -0.00037824166266589582 0.00055282779094690019 -0.00026461475496284938 0.00031146229579056596 9.7026100341479309e-05 -0.00058133306770765238
leaf_weight=0.0010226320008459534 0.0013832078483818708 0.0010208521133123318 0.0012589398645356902 0.0013020968739500902 0.0012050866125232068 0.001468926717507789 0.0012490807814493025
leaf_count=161 388 193 178 454 150 932 665
internal_value=0 3.34906e-05 -3.23751e-05 2.20776e-05 9.41152e-05 -5.30879e-05 -0.000214719
internal_weight=0 0.00888819 0.00750498 0.00648413 0.00518203 0.00392309 0.00271801
internal_count=3121 2960 2572 2379 1925 1747 1597
is_linear=0
shrinkage=0.00196078


Tree=5673
num_leaves=7
num_cat=0
split_feature=51 42 16 160 12 15
split_gain=1.60887e-05 2.98798e-05 2.64984e-05 3.50533e-05 5.42171e-05 6.75942e-05
threshold=-0.076794999999999988 0.091735000000000025 0.013515000000000001 0.043720000000000009 0.088365000000000013 -0.077844999999999984
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=-0.0089241406777915751 -0.0028748625320165672 -0.014112886048228392 0.01474853277746768 -0.015339375004801262 -0.013491498684972415 0.030120391819284772
leaf_weight=0.0017032469573522446 0.0012647373055903407 0.0010130688713201504 0.0017779546409585388 0.0010854203698862004 0.0010826526840739896 0.0012195945533863253
leaf_count=537 319 566 308 298 552 541
internal_value=0 0.0018496 0.0043644 0.000396019 0.00518424 0.013323
internal_weight=0 0.00744343 0.00643036 0.0046524 0.00356698 0.00248433
internal_count=3121 2584 2018 1710 1412 860
is_linear=0
shrinkage=0.1


Tree=5674
num_leaves=7
num_cat=0
split_feature=14 15 42 43 13 4
split_gain=3.37473e-05 8.39143e-05 4.23754e-05 0.000105917 6.04743e-05 7.68906e-05
threshold=-1.0000000180025095e-35 -0.10653 -1.0000000180025095e-35 -0.084004999999999982 -0.095304999999999987 0.0061450000000000003
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=-0.00034209152436718486 0.00045877505036957838 -0.00037497297557500885 0.00049197263998251753 0.00018460119709073569 -0.00058192404337565316 1.5726306482361565e-05
leaf_weight=0.0010676336552560501 0.0014507557235979079 0.0013211434251079353 0.0013779142410667647 0.0016462887695468265 0.0016126087753812637 0.0017002461912871236
leaf_count=161 388 760 366 193 1021 232
internal_value=0 2.6381e-05 -5.5531e-05 1.1066e-05 -0.000122556 -0.000275194
internal_weight=0 0.00910896 0.0076582 0.00633706 0.00495914 0.00331285
internal_count=3121 2960 2572 1812 1446 1253
is_linear=0
shrinkage=0.00196078


Tree=5675
num_leaves=7
num_cat=0
split_feature=49 4 3 12 1 0
split_gain=1.56126e-05 3.26331e-05 2.61455e-05 0.000102498 9.71846e-05 3.81414e-05
threshold=-0.043469999999999995 0.0052350000000000009 0.10893000000000001 0.09334000000000002 0.094465000000000007 -0.060129999999999996
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=-0.004923049454810432 -0.012875811561080764 0.019716607034730351 -0.012273542871276015 -0.022287664690197502 0.03351440456636548 0.011809556637556852
leaf_weight=0.0010832009415321178 0.0013228452452049865 0.00106697172481944 0.0019498380001756101 0.0013441695114174623 0.0011884543017537151 0.001188062855721738
leaf_count=261 1340 164 196 755 284 121
internal_value=0 0.00730379 -0.0024397 0.00136209 0.00995526 -0.00119567
internal_weight=0 0.00215017 0.00699337 0.00504353 0.00369936 0.00251091
internal_count=3121 425 2696 2500 1745 1461
is_linear=0
shrinkage=0.1


Tree=5676
num_leaves=8
num_cat=0
split_feature=14 15 16 2 160 2 2
split_gain=3.75287e-05 8.3241e-05 3.56151e-05 7.91667e-05 6.36822e-05 5.84787e-05 0.00010367
threshold=-1.0000000180025095e-35 -0.10653 -0.088394999999999987 0.092875000000000013 -0.063384999999999983 0.10644500000000001 0.090050000000000005
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=-0.00036929881450852925 0.0004635570563875895 6.0530415385107792e-05 0.00043406642361784972 -0.00066205821944699333 5.6945227868893511e-05 0.0003219469618790143 -0.00070138874174459733
leaf_weight=0.001032822004639067 0.0014056281951640758 0.0013338360236612111 0.0011853799854565856 0.0010354738831020263 0.0018838400710022864 0.0010196308521877523 0.0010965191346701954
leaf_count=161 388 394 494 200 836 284 364
internal_value=0 2.54202e-05 -5.60998e-05 -0.000255267 3.4904e-05 -8.33861e-05 -0.000222057
internal_weight=0 0.00896031 0.00755468 0.00236931 0.00518537 0.00399999 0.00298036
internal_count=3121 2960 2572 594 1978 1484 1200
is_linear=0
shrinkage=0.00196078


Tree=5677
num_leaves=8
num_cat=0
split_feature=14 15 16 2 160 43 13
split_gain=2.85359e-05 6.51329e-05 3.65493e-05 9.05782e-05 5.62748e-05 5.29708e-05 7.97218e-05
threshold=-1.0000000180025095e-35 -0.10653 -0.088394999999999987 0.092875000000000013 -0.063384999999999983 -0.17390999999999998 -0.061684999999999997
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=-0.00031585189724891728 0.00042026995604491177 9.5276077035896122e-05 0.00042857437121470023 -0.00067958169085640427 0.0003255558636913842 9.5356243271149115e-05 -0.00055292522472689693
leaf_weight=0.0010148841814315796 0.0013948181087530898 0.0013272889021888243 0.0011742947130319557 0.0010302081506206851 0.0010185845761838484 0.0016396230936243671 0.0013135936572446767
leaf_count=161 388 394 494 200 127 616 741
internal_value=0 3.11804e-05 -4.11461e-05 -0.000243331 5.14775e-05 -6.00142e-05 -0.000193
internal_weight=0 0.00889841 0.00750359 0.0023575 0.0051461 0.0039718 0.00295322
internal_count=3121 2960 2572 594 1978 1484 1357
is_linear=0
shrinkage=0.00196078


Tree=5678
num_leaves=7
num_cat=0
split_feature=52 12 1 1 15 4
split_gain=1.5441e-05 2.93931e-05 4.18358e-05 9.06587e-05 3.50743e-05 3.74634e-05
threshold=0.11434500000000002 0.095110000000000014 0.11181500000000001 0.094385000000000011 -0.0063699999999999989 -0.10429499999999998
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=-0.01955086043661345 -0.010430370606034486 0.012376236706953255 -0.01647795917230398 0.027238546935338351 -0.011365731328572494 0.014631345557438736
leaf_weight=0.0011505374729435494 0.0012585803263193236 0.0018886557048822241 0.0014865261120238548 0.0011403066181762006 0.0010810023815355852 0.0011377153018903689
leaf_count=648 501 558 294 254 130 736
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internal_weight=0 0.00788474 0.00599609 0.00450956 0.00336926 0.00221872
internal_count=3121 2620 2062 1768 1514 866
is_linear=0
shrinkage=0.1


Tree=5679
num_leaves=9
num_cat=0
split_feature=42 48 48 47 2 2 13 15
split_gain=5.05223e-05 6.10676e-05 0.000129127 0.00010443 7.38276e-05 6.98786e-05 6.65899e-05 3.73045e-05
threshold=-0.095859999999999987 0.11951500000000001 0.093265000000000015 0.087235000000000021 0.084245000000000014 0.113445 -0.08971999999999998 -1.0000000180025095e-35
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=-0.00043389352866518978 0.00041849522661903919 -0.00041643865146160107 0.00070622711102467429 -0.00058292642194627533 0.00018237345827172639 0.00036137812194733914 -0.00012132645853665476 -0.00061340855098131707
leaf_weight=0.0010097527316727641 0.0018139059183137204 0.0010674346740964904 0.0011074698010294448 0.0010549843546507056 0.0012626633335204042 0.0012175603972914475 0.00114877523045945 0.0012227574001729647
leaf_count=241 660 112 229 204 203 341 512 619
internal_value=0 2.65358e-05 8.00972e-05 -9.71654e-06 8.10062e-05 -4.51694e-05 -0.000181374 -0.000375043
internal_weight=0 0.00989555 0.00882812 0.00772065 0.00666566 0.00485176 0.0036342 0.00237153
internal_count=3121 2880 2768 2539 2335 1675 1334 1131
is_linear=0
shrinkage=0.00196078


Tree=5680
num_leaves=7
num_cat=0
split_feature=4 4 2 2 13 52
split_gain=1.38002e-05 2.42103e-05 4.12143e-05 4.05589e-05 4.80372e-05 9.77666e-06
threshold=0.27287000000000006 0.098655000000000007 0.11093500000000002 0.092875000000000013 -0.033284999999999988 -0.0027449999999999996
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=-0.01284133113046749 0.0085733018308845506 -0.013348361301709112 0.015596475046999915 -0.017980559899074485 0.0050003466691576452 0.018881324145352832
leaf_weight=0.0012753949638695094 0.0015161123299049029 0.0014814377621088217 0.0014551879232049215 0.0013922902780747742 0.0010172516066902764 0.0010123600286717866
leaf_count=1007 352 195 327 508 248 484
internal_value=0 -0.00187185 0.000891539 -0.00366394 0.00236718 0.0119241
internal_weight=0 0.00763392 0.00615248 0.0046973 0.00330501 0.00202961
internal_count=3121 2769 2574 2247 1739 732
is_linear=0
shrinkage=0.1


Tree=5681
num_leaves=8
num_cat=0
split_feature=11 3 133 1 3 16 16
split_gain=4.0328e-05 5.15403e-05 5.66453e-05 0.000107533 8.09429e-05 5.52907e-05 6.23424e-05
threshold=0.079915000000000014 -0.12018999999999998 0.083950000000000011 0.095285000000000022 0.013900000000000001 -0.29154999999999992 -0.056919999999999991
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5 -7
right_child=-2 2 -4 5 -6 6 -8
leaf_value=0.0003985407246227493 -0.00037789492185631582 -0.00080698369976560727 0.00029900197447900223 -0.00029803526639864597 -0.00010744022164728721 0.00053621324436687126 -1.8932252574502319e-05
leaf_weight=0.001264888207230387 0.0010343129931289314 0.0011537222022354873 0.0016614231506974124 0.00107534625888715 0.0014169484216150115 0.0013490727192300093 0.0018364104118807642
leaf_count=158 199 1087 965 156 136 143 277
internal_value=0 2.9283e-05 -2.57121e-05 -0.000104683 -0.000421397 8.63992e-05 0.000216175
internal_weight=0 0.00975781 0.00849292 0.0068315 0.00257067 0.00426083 0.00318548
internal_count=3121 2922 2764 1799 1223 576 420
is_linear=0
shrinkage=0.00196078


Tree=5682
num_leaves=7
num_cat=0
split_feature=50 3 49 0 4 15
split_gain=1.41272e-05 3.16242e-05 3.52895e-05 5.97758e-05 6.2524e-05 4.29388e-05
threshold=0.088425000000000017 -0.12018999999999998 -0.006494999999999999 -0.10011499999999998 -0.083854999999999985 -0.049819999999999996
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=0.013513778968256061 -0.010919473316861357 0.0024974224974327374 0.016244473552447809 0.0082836682800144449 -0.024968909810411305 -0.025550515746345859
leaf_weight=0.0016787764176313825 0.0010723129442117103 0.0010409414542038114 0.0019560767445653024 0.0011825116803087512 0.001083612813565181 0.0011475209975303591
leaf_count=303 560 226 283 357 1155 237
internal_value=0 0.00129562 -0.00190397 0.00343762 -0.00761701 -0.0122095
internal_weight=0 0.00808944 0.00641066 0.0042222 0.00226612 0.00218846
internal_count=3121 2561 2258 1795 1512 463
is_linear=0
shrinkage=0.1


Tree=5683
num_leaves=9
num_cat=0
split_feature=133 159 16 52 43 16 0 4
split_gain=7.64055e-05 5.57245e-05 5.91668e-05 0.000183838 9.11399e-05 0.000121478 9.44241e-05 5.88625e-05
threshold=0.099660000000000012 -0.032739999999999991 -0.36241499999999999 0.091275000000000009 -0.13868499999999997 0.071345000000000006 -0.084269999999999984 0.0052350000000000009
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=-0.00040003809532398608 -0.00052798202951835117 -0.00021910619172130094 -0.00045912727899134054 0.00094473754229745137 -0.00018079094873840534 -0.00037750079333029123 0.0007959865179524556 0.00040619259009929228
leaf_weight=0.0010151110778039299 0.0010170040037482233 0.0019450538975413394 0.00114582864920563 0.0010036703498969776 0.0012679174101216349 0.0012456692960841143 0.0011541964173275919 0.0013627854497048086
leaf_count=340 483 343 143 260 557 392 447 156
internal_value=0 3.57661e-05 8.42465e-05 0.000166424 3.99469e-05 0.000153623 0.000328424 0.000123285
internal_weight=0 0.0101402 0.00912512 0.00718007 0.0061764 0.00503057 0.0037849 0.0026307
internal_count=3121 2638 2298 1955 1695 1552 1160 713
is_linear=0
shrinkage=0.00196078


Tree=5684
num_leaves=8
num_cat=0
split_feature=14 15 15 150 1 42 3
split_gain=3.16434e-05 6.33248e-05 5.02017e-05 0.000155301 6.55203e-05 7.03901e-05 6.62318e-05
threshold=-1.0000000180025095e-35 -0.10653 -0.037864999999999989 0.081835000000000019 0.11146500000000002 0.086325000000000013 -0.026224999999999995
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=-0.00032793471457202622 0.0003975941554021036 -0.00080772699652874216 0.00034359469137233744 0.00022784707984096795 0.00048805763262220291 -0.00048742794907596541 -0.0001971648396551907
leaf_weight=0.001088615614645609 0.0014787090514227176 0.0011221779090299067 0.001829053256648794 0.0011050162644685086 0.0010798181714234602 0.0010761960336567694 0.001662122840705767
leaf_count=161 388 599 861 210 95 625 182
internal_value=0 2.52829e-05 -4.46324e-05 -0.00029393 5.3688e-05 -4.90057e-05 8.61431e-05
internal_weight=0 0.00935309 0.00787438 0.00222719 0.00564719 0.00456737 0.00349118
internal_count=3121 2960 2572 809 1763 1668 1043
is_linear=0
shrinkage=0.00196078


Tree=5685
num_leaves=7
num_cat=0
split_feature=49 1 47 4 13 151
split_gain=1.7758e-05 3.22513e-05 4.39287e-05 4.8331e-05 4.4217e-05 2.89936e-05
threshold=-0.047584999999999995 0.12337000000000002 0.092530000000000015 0.053180000000000012 -0.0034749999999999994 -0.0067699999999999991
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=0.019617203168350153 0.0028122126096202776 0.012124482764997916 -0.024579100361955531 0.014258930575748455 -0.019675906695289996 -0.0040868118845442053
leaf_weight=0.0010549705619924406 0.0018369598532674634 0.0012435514124471067 0.0010101899610740952 0.001370039012224543 0.0016685134019314722 0.0010100499443869942
leaf_count=232 1348 244 244 313 569 171
internal_value=0 -0.00250804 -0.00559965 -0.00166717 -0.00789154 0.00802301
internal_weight=0 0.00712925 0.0058857 0.00487551 0.00350547 0.00206502
internal_count=3121 2718 2474 2230 1917 403
is_linear=0
shrinkage=0.1


Tree=5686
num_leaves=7
num_cat=0
split_feature=16 1 43 4 15 16
split_gain=1.53726e-05 4.55817e-05 4.03507e-05 3.12365e-05 7.57263e-05 1.86498e-05
threshold=0.38525000000000004 0.077565000000000009 -0.0024749999999999993 0.0052350000000000009 -0.10203999999999998 0.064860000000000015
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=-0.0056035167133887554 0.0098933813192891816 0.014739591332811788 -0.015162158137550581 -0.012694017544436177 0.02325367482995274 -0.024018687806521721
leaf_weight=0.0012145851805061498 0.0013114808306788949 0.0019220327612469498 0.0013619162230016279 0.0012726610633288372 0.0010861273727391385 0.0010049983167600904
leaf_count=1352 311 665 320 194 120 159
internal_value=0 -0.00180138 0.00297403 -0.0031038 0.00385845 -0.0139417
internal_weight=0 0.00786232 0.00564274 0.0037207 0.00235879 0.00221958
internal_count=3121 2810 1299 634 314 1511
is_linear=0
shrinkage=0.1


Tree=5687
num_leaves=8
num_cat=0
split_feature=48 48 51 1 159 2 43
split_gain=5.5718e-05 7.55311e-05 6.98072e-05 7.86637e-05 7.0577e-05 0.000101334 8.52177e-05
threshold=0.11951500000000001 0.093265000000000015 0.086310000000000012 0.111945 0.082105000000000025 0.10327000000000001 -0.0037449999999999996
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=-0.0001678176696734059 -0.00043177793214323076 0.00051398726000937637 -0.00051409687968256281 0.00038072662789818967 -0.00055176134072391469 -0.00042558928279950206 0.0004683415609190626
leaf_weight=0.0013777670435707176 0.0010977566976573443 0.0011168846538697928 0.0010033964522271612 0.0019088053232398173 0.0010013583892393386 0.001380205124362285 0.0019630861165615878
leaf_count=1030 114 239 325 328 310 317 458
internal_value=0 3.41716e-05 -2.78924e-05 3.60365e-05 -7.89405e-05 2.1347e-05 0.00020599
internal_weight=0 0.0097515 0.00863462 0.00763122 0.00572242 0.00472106 0.00334085
internal_count=3121 3007 2768 2443 2115 1805 1488
is_linear=0
shrinkage=0.00196078


Tree=5688
num_leaves=8
num_cat=0
split_feature=0 160 1 0 12 2 2
split_gain=1.71847e-05 4.13847e-05 5.90528e-05 8.17711e-05 6.14968e-05 3.26937e-05 9.86017e-07
threshold=-0.060129999999999996 -1.0000000180025095e-35 0.08844500000000001 -0.20211999999999997 0.088365000000000013 0.10097500000000002 0.084655000000000022
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -2
right_child=5 2 3 4 -6 -7 -8
leaf_value=-0.018323105546891944 0.011289066270467333 -0.017710510368070392 -0.013528444854891736 0.035794617069402596 0.0028336425701797488 -0.0077320237994800301 0.015716396930079569
leaf_weight=0.0013991280838870348 0.0010001737584806997 0.0012084760331544193 0.0011653335920358554 0.0011156814398525939 0.0011489972456929362 0.0011312953588701741 0.0010120470900180554
leaf_count=821 156 1107 90 253 277 311 106
internal_value=0 -0.00324847 0.00129856 0.00799591 0.0190717 0.00586908 0.0135158
internal_weight=0 0.00603762 0.00463849 0.00343001 0.00226468 0.00314352 0.00201222
internal_count=3121 2548 1727 620 530 573 262
is_linear=0
shrinkage=0.1


Tree=5689
num_leaves=7
num_cat=0
split_feature=52 0 13 15 4 3
split_gain=1.59294e-05 3.41093e-05 5.82825e-05 3.20043e-05 4.3029e-05 2.69333e-05
threshold=0.11434500000000002 -0.084269999999999984 -0.076599999999999988 -0.11713499999999999 0.0052350000000000009 -0.088084999999999983
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=-0.018643109843842657 -0.010580717290477888 0.026355912725867899 0.009879550605209066 -0.014160188741786654 0.010076105263658652 -0.011309785703112264
leaf_weight=0.0011653198369843366 0.001254390660575525 0.001231679816050873 0.0012365091332547391 0.0011870764485453962 0.001913092926995917 0.0011650784312871795
leaf_count=268 501 338 423 710 276 605
internal_value=0 0.00155006 0.00867027 -0.00451481 0.000795859 -0.000399999
internal_weight=0 0.00789876 0.00363327 0.00426549 0.00310017 0.00240159
internal_count=3121 2620 1366 1254 986 1028
is_linear=0
shrinkage=0.1


Tree=5690
num_leaves=7
num_cat=0
split_feature=52 160 2 52 2 43
split_gain=1.57822e-05 6.91365e-05 4.59545e-05 4.27006e-05 9.04499e-05 5.45161e-05
threshold=-0.046924999999999988 -1.0000000180025095e-35 0.089885000000000007 0.10347000000000002 0.10613000000000002 -0.0037449999999999996
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=-0.0083664040779513355 -0.024955798505938539 -0.0092378270513421845 0.016223696809047363 0.020433742553770132 -0.024693637848661451 0.020181731564127364
leaf_weight=0.0013292415868725858 0.0011657349704946498 0.0010745489198722867 0.0017746278146798691 0.0010124483066464812 0.001254499007180652 0.0015220691431352185
leaf_count=404 743 593 549 204 210 418
internal_value=0 -0.00308334 0.00569291 0.00215921 -0.00264512 0.00800714
internal_weight=0 0.0060293 0.00310387 0.00486357 0.00385112 0.00259662
internal_count=3121 2168 953 1425 1221 1011
is_linear=0
shrinkage=0.1


Tree=5691
num_leaves=8
num_cat=0
split_feature=48 48 51 42 1 4 4
split_gain=4.61181e-05 8.89349e-05 7.30746e-05 7.38327e-05 5.43961e-05 0.000166963 0.000110434
threshold=0.11951500000000001 0.093265000000000015 0.086310000000000012 0.086325000000000013 0.111945 -1.0000000180025095e-35 -0.084369999999999987
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=-3.9326185051618522e-05 -0.00040187525989597686 0.00055905095662603941 -0.00053473601708498128 -0.00032419343772241514 0.00049571720751285435 -0.00049554597622197577 0.00071232414728257466
leaf_weight=0.0016595251324506592 0.0010550311199824065 0.0010839928152006932 0.0010016721310281444 0.0017502272497451699 0.0012600981774700155 0.0015178096807915843 0.0013734624091445015
leaf_count=413 114 239 325 909 195 322 604
internal_value=0 2.99126e-05 -3.70728e-05 2.88559e-05 0.000135194 3.53659e-05 0.000301052
internal_weight=0 0.00964679 0.00856279 0.00756112 0.0058109 0.0045508 0.00303299
internal_count=3121 3007 2768 2443 1534 1339 1017
is_linear=0
shrinkage=0.00196078


Tree=5692
num_leaves=8
num_cat=0
split_feature=48 3 39 2 4 4 1
split_gain=5.05063e-05 7.30711e-05 9.80239e-05 0.000141187 5.9065e-05 6.82493e-05 9.50415e-05
threshold=-0.024949999999999996 0.13524500000000003 0.0046100000000000004 0.11215000000000001 -0.084369999999999987 -0.0016099999999999997 0.094465000000000007
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=0.00040191921805092501 -0.00042172070177485767 0.00033647989294673472 0.00038090020056606022 -0.00081298714133874674 0.00036787592223294928 -0.0006240577679086244 0.00012781611124951001
leaf_weight=0.0010017156253838188 0.0015283922779630935 0.0015079927407055287 0.0012169779799106432 0.0012722537826096439 0.0014782057395454585 0.0010345790915684862 0.0017225971093965519
leaf_count=186 516 169 310 266 1151 386 137
internal_value=0 -6.04026e-05 -0.000132921 -0.000221794 -9.12978e-05 2.79396e-05 -0.000154311
internal_weight=0 0.009761 0.00825301 0.00703603 0.00576377 0.00423538 0.00275718
internal_count=3121 2935 2766 2456 2190 1674 523
is_linear=0
shrinkage=0.00196078


Tree=5693
num_leaves=9
num_cat=0
split_feature=48 48 1 4 16 42 4 15
split_gain=2.66399e-05 9.03367e-05 5.88674e-05 4.65415e-05 5.4285e-05 3.61928e-05 5.2203e-05 2.60097e-05
threshold=0.11951500000000001 0.093265000000000015 0.111945 -1.0000000180025095e-35 -0.094359999999999986 0.084050000000000014 -0.084369999999999987 -0.053579999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 -1 -4
right_child=-2 -3 7 4 -6 -7 -8 -9
leaf_value=-0.00011446114546746011 -0.00030033829556704977 0.00057362639736948209 0.0004779511730351562 -0.00066090464040558796 -5.0537688594216797e-05 -0.00028819628641695743 0.00043616475172866896 3.2157093248244816e-05
leaf_weight=0.0015226469660718949 0.0010063345148428856 0.0010615331165243552 0.0010114031331584007 0.0011189676214778913 0.0011219105488249018 0.0011691901115159797 0.0011711269381721701 0.0010013779698786096
leaf_count=454 114 239 280 280 271 858 530 95
internal_value=0 3.57218e-05 -3.4628e-05 -0.000130519 -0.00035532 -1.12834e-07 0.000124925 0.000256164
internal_weight=0 0.00917816 0.00811662 0.00610384 0.00224088 0.00386296 0.00269377 0.00201278
internal_count=3121 3007 2768 2393 551 1842 984 375
is_linear=0
shrinkage=0.00196078


Tree=5694
num_leaves=6
num_cat=0
split_feature=1 48 0 16 48
split_gain=1.57907e-05 5.11142e-05 6.7189e-05 5.62987e-05 3.37219e-05
threshold=0.111945 0.083985000000000018 -0.10224499999999999 -0.056919999999999991 0.091085000000000013
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -2
right_child=4 -3 3 -5 -6
leaf_value=-0.026649431411768371 0.014377959284113707 0.011430194759448377 0.015301565371420273 -0.011681284191567299 -0.0085455472717813948
leaf_weight=0.0014072154774248725 0.001790941856264199 0.0017994211596106778 0.0013285127319105957 0.0018500934268576642 0.0010000691370254278
leaf_count=286 369 446 965 927 128
internal_value=0 -0.00285297 -0.00845751 -0.000403681 0.00616406
internal_weight=0 0.00638524 0.00458582 0.00317861 0.00279101
internal_count=3121 2624 2178 1892 497
is_linear=0
shrinkage=0.1


Tree=5695
num_leaves=8
num_cat=0
split_feature=484 1 12 2 151 13 2
split_gain=1.73237e-05 2.81624e-05 4.80215e-05 5.49671e-05 6.41324e-05 5.62918e-05 3.19145e-05
threshold=0.084040000000000017 0.12500000000000003 0.098810000000000023 0.073895000000000002 -0.0083949999999999979 -0.076384999999999995 0.10402500000000002
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=-0.019680916582349318 0.011956879016981614 0.011695366796447547 -0.022124595100977883 -0.01498202527475292 0.030541075595737651 -0.0091865776129832419 0.015497249327909713
leaf_weight=0.001158371022404436 0.0010543747492726919 0.0013197260768014396 0.0012326914323752269 0.0011925773501524437 0.0010977234395008395 0.0010973227327566153 0.0010021787619804139
leaf_count=512 368 232 388 300 545 582 194
internal_value=0 -0.00166989 -0.00427111 -0.000304424 0.0048086 0.0121906 0.00259603
internal_weight=0 0.00810059 0.00678086 0.00554817 0.0043898 0.00319722 0.0020995
internal_count=3121 2753 2521 2133 1621 1321 776
is_linear=0
shrinkage=0.1


Tree=5696
num_leaves=9
num_cat=0
split_feature=15 151 12 0 51 16 15 3
split_gain=5.89996e-05 6.78285e-05 6.41174e-05 8.63907e-05 6.70201e-05 5.81368e-05 5.45173e-05 5.65156e-05
threshold=-0.24436499999999997 -0.086944999999999981 0.086850000000000024 -0.019414999999999998 0.078435000000000019 -0.013324999999999998 0.088345000000000021 -0.10217499999999997
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 -4
right_child=1 2 6 -5 -6 -7 -8 -9
leaf_value=0.00044260127023107161 0.00043341125819218083 -0.00083240427591063464 0.00026916316507700886 0.00022254420887171886 -2.2060794219242533e-05 -0.00023590940502506188 0.00043013406461598253 -0.00032557474520366752
leaf_weight=0.0010355971839843036 0.0010014921045610166 0.0014559124310155398 0.0010591724829461528 0.0011376412851740424 0.0012559797352764135 0.0011049760133169961 0.0012128258358786816 0.0014625247463320272
leaf_count=253 248 456 158 152 173 302 577 802
internal_value=0 -4.97857e-05 -0.000105479 -0.000251713 -0.000393068 -0.000575028 8.85272e-05 -7.57708e-05
internal_weight=0 0.00969052 0.00868903 0.00495451 0.00381687 0.00256089 0.00373452 0.0025217
internal_count=3121 2868 2620 1083 931 758 1537 960
is_linear=0
shrinkage=0.00196078


Tree=5697
num_leaves=9
num_cat=0
split_feature=48 48 52 133 13 15 1 15
split_gain=4.82708e-05 9.50993e-05 4.70594e-05 6.49269e-05 0.000124123 6.26586e-05 3.93e-05 4.23936e-05
threshold=0.11951500000000001 0.093265000000000015 0.11434500000000002 -0.0061299999999999992 -0.084034999999999985 -0.10091499999999999 0.086560000000000012 -0.016799999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -7 -8
right_child=-2 -3 -4 4 5 6 7 -9
leaf_value=-0.00043213571477413061 -0.00041033761425295491 0.00058531764659629584 -0.00042251952801032101 0.00059381581165460901 0.00036460613567507627 6.1803087760441578e-05 -0.00062798027867023748 -7.5348946461671471e-05
leaf_weight=0.0010335835495368668 0.0010238356683929866 0.0010800878763716206 0.0010437013394704675 0.0014815357363253279 0.0010540798349654708 0.0015318981367678799 0.0010601848304998469 0.001074672479284952
leaf_count=720 114 239 437 433 144 542 199 293
internal_value=0 3.80962e-05 -3.32893e-05 2.28526e-05 9.86734e-05 -5.67168e-05 -0.000177834 -0.000349789
internal_weight=0 0.00935974 0.00827966 0.00723595 0.00620237 0.00472084 0.00366676 0.00213486
internal_count=3121 3007 2768 2331 1611 1178 1034 492
is_linear=0
shrinkage=0.00196078


Tree=5698
num_leaves=8
num_cat=0
split_feature=48 3 150 48 1 0 0
split_gain=4.48061e-05 5.8164e-05 8.53213e-05 7.14283e-05 8.91898e-05 0.000114048 0.000136846
threshold=-0.024949999999999996 0.13524500000000003 0.087170000000000011 0.083985000000000018 0.111945 -0.10224499999999999 -0.014954999999999998
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
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leaf_weight=0.0010035195083416002 0.0010544368011488571 0.0015364592543893876 0.0010561382087693715 0.0017457334085209022 0.0015028415730121555 0.0015958866693449563 0.0012295851935819745
leaf_count=186 211 169 225 414 221 1496 199
internal_value=0 -5.09637e-05 -0.000116678 -3.96195e-05 -0.000151397 -0.000308481 -0.000103114
internal_weight=0 0.00972108 0.00818462 0.00712848 0.00538275 0.00387991 0.00282547
internal_count=3121 2935 2766 2541 2127 1906 1695
is_linear=0
shrinkage=0.00196078


Tree=5699
num_leaves=7
num_cat=0
split_feature=4 151 0 47 12 15
split_gain=1.539e-05 2.69372e-05 5.55853e-05 5.24503e-05 7.69938e-05 5.48983e-05
threshold=0.27287000000000006 -0.016164999999999995 -0.11756999999999999 0.092165000000000011 0.086850000000000024 0.040760000000000005
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=0.011107843307760712 0.0090856497672312988 -0.020716031638669172 -0.024509377297687974 0.018292347200402025 -0.0092569531757624116 0.022528838715143454
leaf_weight=0.0013150284855852658 0.0015219523105480613 0.0016036328987542731 0.0013236427882608488 0.0012614416088162798 0.0011263958119311259 0.0010497697915110937
leaf_count=456 352 241 602 204 511 755
internal_value=0 -0.00192159 -0.00461356 0.000809907 -0.00549132 0.00607633
internal_weight=0 0.00767991 0.00636488 0.00476125 0.00349981 0.00217617
internal_count=3121 2769 2313 2072 1868 1266
is_linear=0
shrinkage=0.1


Tree=5700
num_leaves=7
num_cat=0
split_feature=50 15 16 160 2 43
split_gain=1.65548e-05 2.9131e-05 6.02815e-05 4.359e-05 4.40872e-05 8.81057e-05
threshold=0.088425000000000017 -0.15026499999999995 -0.36241499999999999 -0.027994999999999996 0.10644500000000001 -0.074359999999999996
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=0.01729096194309452 -0.011820608991010242 -0.02223000245399091 0.019780282186951652 0.0094899189125943299 0.016268522128844189 -0.021661533271009264
leaf_weight=0.0010151586835048564 0.0010638799454829638 0.0011094768110785393 0.0012473653929495187 0.0017636940074139012 0.0011043127758894019 0.0018711642488808927
leaf_count=326 560 216 487 451 292 789
internal_value=0 0.00144655 -0.00082016 0.0031477 -0.00123005 -0.00654633
internal_weight=0 0.00811117 0.00709601 0.00598654 0.00473917 0.00363486
internal_count=3121 2561 2235 2019 1532 1240
is_linear=0
shrinkage=0.1


Tree=5701
num_leaves=7
num_cat=0
split_feature=49 12 3 1 0 15
split_gain=1.6869e-05 2.10007e-05 8.70992e-05 0.000103626 4.26989e-05 1.55147e-05
threshold=-0.047584999999999995 0.09334000000000002 0.10732000000000001 0.094465000000000007 -0.060129999999999996 -0.033689999999999991
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=0.016586347736895764 -0.013856918023006357 -0.011752897549207723 -0.018610042729083603 0.034628378251882849 0.011973031012647522 -0.00080769546680673496
leaf_weight=0.0010273233736911177 0.0013728812654908965 0.0017916175506363574 0.001613793749696257 0.0011199814819972233 0.0011988347452177813 0.0010238534853056198
leaf_count=228 1347 772 190 288 121 175
internal_value=0 -0.00239204 0.000769044 0.00924044 -0.00181599 0.00790404
internal_weight=0 0.00709711 0.00530549 0.0036917 0.00257172 0.00205118
internal_count=3121 2718 1946 1756 1468 403
is_linear=0
shrinkage=0.1


Tree=5702
num_leaves=8
num_cat=0
split_feature=48 16 15 0 1 4 43
split_gain=4.29652e-05 8.78229e-05 6.63311e-05 8.5761e-05 0.000109828 6.99887e-05 3.05023e-05
threshold=0.11951500000000001 -0.5048999999999999 -0.14147499999999996 -0.10607499999999999 0.091785000000000019 -0.0029599999999999995 -0.084004999999999982
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=0.00057604510520730995 -0.00039164216272508128 -0.00049520880943535763 -6.8427413489747393e-05 0.00023446262745695616 0.00079027624920918239 -0.00051049233761209798 -0.00013765915599465208
leaf_weight=0.0010243634800559493 0.0010066218796745694 0.0010415830429527199 0.0011866159078344927 0.0015334786856045087 0.0011067405055055282 0.0012666551955855076 0.0018914656858847218
leaf_count=192 114 334 155 462 140 431 1293
internal_value=0 3.53843e-05 -3.36159e-05 3.52159e-05 0.000345971 -0.000116688 2.8954e-05
internal_weight=0 0.0090509 0.00802654 0.00698496 0.00229336 0.0046916 0.00342494
internal_count=3121 3007 2815 2481 295 2186 1755
is_linear=0
shrinkage=0.00196078


Tree=5703
num_leaves=7
num_cat=0
split_feature=3 51 15 0 12 2
split_gain=1.88629e-05 3.06527e-05 3.65551e-05 6.24818e-05 4.58744e-05 1.5333e-05
threshold=0.13524500000000003 0.08955500000000001 -0.11713499999999999 -0.10607499999999999 0.088615000000000013 0.088850000000000012
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=-0.016099173302084262 0.010762780163513178 -0.018304382916877287 0.018507704997507934 -0.0021909907200196861 -0.016968159361888568 0.014520298160498712
leaf_weight=0.0011167813465097704 0.0013651042292989668 0.0010022681068582746 0.0018945057449304701 0.0011962755875040061 0.0015477595981257001 0.0010147957299129046
leaf_count=365 192 348 260 739 980 237
internal_value=0 -0.00198275 0.000433548 0.00369948 -0.00376408 0.00547884
internal_weight=0 0.00777239 0.00677012 0.00565334 0.00375883 0.00221107
internal_count=3121 2929 2581 2216 1956 976
is_linear=0
shrinkage=0.1


Tree=5704
num_leaves=6
num_cat=0
split_feature=42 157 43 2 15
split_gain=1.79173e-05 3.37264e-05 5.26102e-05 6.27611e-05 5.32047e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 0.089885000000000007 -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=-0.010139467755971575 -0.014081682542905228 0.019401694893066236 -0.019709803181532738 0.016850206292651645 -0.0082195860163712837
leaf_weight=0.0014804575092795137 0.0011281190877856706 0.0017623802667204383 0.001284406730488723 0.0019876360664608309 0.0014745627869799916
leaf_count=862 504 624 547 315 269
internal_value=0 0.00188078 0.00464735 -0.00083083 0.00617289
internal_weight=0 0.0076371 0.00650899 0.00474661 0.0034622
internal_count=3121 2259 1755 1131 584
is_linear=0
shrinkage=0.1


Tree=5705
num_leaves=9
num_cat=0
split_feature=48 16 15 15 2 0 0 3
split_gain=4.99941e-05 6.96761e-05 4.49972e-05 9.61981e-05 5.91167e-05 4.11996e-05 3.99647e-05 6.35469e-05
threshold=0.11951500000000001 -0.5048999999999999 -0.14147499999999996 -0.095244999999999982 0.11093500000000002 -0.084269999999999984 -0.053834999999999994 -0.034684999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -7 -8
right_child=-2 2 3 4 -6 6 7 -9
leaf_value=0.00050494899153571895 -0.00041359774166389721 -0.0003977446480068931 0.00052487607697981518 -0.00045654997201207293 0.00033305588912887666 0.00021857054680166939 -0.00056741475452320783 8.9927198703796684e-05
leaf_weight=0.0010803251796872798 0.0010557568616301064 0.0010796789438452456 0.0012563518280376699 0.0013454975756101921 0.0011311138071702269 0.0013106221619834375 0.0010433730761371658 0.0012343150677250193
leaf_count=192 114 334 176 816 272 948 151 118
internal_value=0 3.62162e-05 -2.40608e-05 3.10469e-05 -7.12501e-05 -0.00016394 -5.42214e-05 -0.000211191
internal_weight=0 0.00948128 0.00840095 0.00732127 0.00606492 0.00493381 0.00358831 0.00227769
internal_count=3121 3007 2815 2481 2305 2033 1217 269
is_linear=0
shrinkage=0.00196078


Tree=5706
num_leaves=8
num_cat=0
split_feature=48 16 52 0 0 2 2
split_gain=3.29797e-05 7.63484e-05 5.54172e-05 5.55229e-05 6.22557e-05 6.92874e-05 5.62832e-05
threshold=0.11951500000000001 -0.5048999999999999 0.11434500000000002 -0.077999999999999986 -0.10607499999999999 0.092875000000000013 0.096540000000000015
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -5
right_child=-2 2 -4 6 -6 -7 -8
leaf_value=0.00052475518924925441 -0.00033643520697699251 0.00028184706923213554 -0.00046135637825443597 -3.4010616883243118e-05 -0.0005187517409281433 -0.00035545654305032772 0.00046758725051767404
leaf_weight=0.0010716931184575956 0.0010362494834958687 0.0016425887048800935 0.0010118198686389062 0.00177253938195911 0.0011358686614398907 0.0010918399656287374 0.0016706985348277071
leaf_count=192 114 152 437 418 1226 165 417
internal_value=0 3.21487e-05 -3.12628e-05 2.82402e-05 -0.000132904 2.73758e-05 0.00020937
internal_weight=0 0.00939705 0.00832536 0.00731354 0.0038703 0.00273443 0.00344324
internal_count=3121 3007 2815 2378 1543 317 835
is_linear=0
shrinkage=0.00196078


Tree=5707
num_leaves=8
num_cat=0
split_feature=48 48 1 4 16 42 4
split_gain=3.69316e-05 7.49117e-05 4.39423e-05 4.88655e-05 5.35965e-05 4.53363e-05 3.70248e-05
threshold=0.11951500000000001 0.093265000000000015 0.111945 -1.0000000180025095e-35 -0.094359999999999986 1.0000000180025095e-35 -0.084369999999999987
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=-1.5212871334899199e-05 -0.00035780029788834607 0.00053827439812776485 0.00022940955893650431 -0.00064601492534991159 -3.3524755750727027e-05 -0.00026354434943591943 0.00047027216687422065
leaf_weight=0.0014940219769419487 0.001005801214778901 0.0010218976740055613 0.001965513459439538 0.0011046705497363292 0.0010925386761126421 0.0013601392257381563 0.0010137511347181839
leaf_count=441 114 239 375 280 271 971 430
internal_value=0 3.82503e-05 -2.53778e-05 -0.000107946 -0.000341461 2.47042e-05 0.000181041
internal_weight=0 0.00905253 0.00803064 0.00606512 0.00219721 0.00386791 0.00250777
internal_count=3121 3007 2768 2393 551 1842 871
is_linear=0
shrinkage=0.00196078


Tree=5708
num_leaves=9
num_cat=0
split_feature=147 52 150 159 133 3 2 16
split_gain=8.473e-05 8.75738e-05 5.56518e-05 4.62775e-05 9.19311e-05 7.77119e-05 0.000184583 0.000120356
threshold=1.0000000180025095e-35 0.15116000000000002 0.089910000000000018 0.089030000000000012 -1.0000000180025095e-35 -0.08824499999999999 0.10613000000000002 -0.078844999999999985
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=-0.00043710405358838656 0.00052428697993196337 -0.00061020601106914882 -0.00043860442586598358 -0.00034762320325898942 -0.00014150119131383184 0.0011231678701307999 -0.00025808855078264786 0.00029469473282033769
leaf_weight=0.0010341920078758777 0.0010080040649735516 0.0010419300245996842 0.0010303151713632096 0.0010053628722838095 0.0018161323310152506 0.0011346099052034068 0.0013228190898934185 0.0016612883878670351
leaf_count=755 183 372 192 311 352 215 223 518
internal_value=0 -7.20328e-05 -9.76119e-06 4.56465e-05 0.00010238 0.000196389 0.000345381 0.000630899
internal_weight=0 0.0100466 0.00900472 0.0079744 0.00696904 0.00593485 0.00411872 0.0027959
internal_count=3121 2938 2566 2374 2063 1308 956 733
is_linear=0
shrinkage=0.00196078


Tree=5709
num_leaves=9
num_cat=0
split_feature=48 16 15 0 1 4 12 12
split_gain=3.49643e-05 7.28714e-05 5.40004e-05 6.48892e-05 0.000122341 8.10386e-05 3.20488e-05 3.18995e-05
threshold=0.11951500000000001 -0.5048999999999999 -0.14147499999999996 -0.10607499999999999 0.093575000000000019 -0.0029599999999999995 0.088305000000000008 0.09364500000000002
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=0.00051750514770261102 -0.00034845961638921833 -0.00043850076160630009 -8.1100656385429306e-05 -0.00016231029746599992 0.00081831678708746847 -0.00051213354744014563 0.00046457320072885435 -2.3982643393814566e-05
leaf_weight=0.0010542579879882384 0.0010319152560638927 0.0010808658589915041 0.0013864917068563652 0.0014967927403266037 0.0010013952692767419 0.0013255766662910672 0.0010051997736148766 0.0010511276932111042
leaf_count=192 114 334 165 842 130 431 440 473
internal_value=0 3.17601e-05 -2.9588e-05 3.12356e-05 0.000296083 -9.83945e-05 5.59607e-05 0.000214839
internal_weight=0 0.00940171 0.00834745 0.00726658 0.00238789 0.0048787 0.00355312 0.00205633
internal_count=3121 3007 2815 2481 295 2186 1755 913
is_linear=0
shrinkage=0.00196078


Tree=5710
num_leaves=7
num_cat=0
split_feature=47 4 4 2 48 2
split_gain=1.66199e-05 5.83514e-05 4.6012e-05 4.49259e-05 5.12068e-05 4.68274e-05
threshold=0.11926500000000002 0.24564500000000003 0.033845000000000007 0.11093500000000002 0.083985000000000018 0.084245000000000014
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=0.0047629135514630112 -0.012099724111267637 0.016919381465925785 -0.019531369946809041 0.020053059919817283 0.013439004109191983 -0.02194973823118973
leaf_weight=0.0010998792608337663 0.0010243669056306413 0.0018716883029116166 0.0013529435697228996 0.0010136010624861693 0.0012248255684334268 0.0016269900215473945
leaf_count=614 112 398 318 224 355 1100
internal_value=0 0.00141098 -0.00318316 0.0012714 -0.00354606 -0.0111752
internal_weight=0 0.00818993 0.00631824 0.0049653 0.00395169 0.00272687
internal_count=3121 3009 2611 2293 2069 1714
is_linear=0
shrinkage=0.1


Tree=5711
num_leaves=8
num_cat=0
split_feature=48 48 51 0 42 0 16
split_gain=4.66439e-05 8.25992e-05 7.73115e-05 7.73936e-05 4.71758e-05 4.78114e-05 9.16157e-05
threshold=0.11951500000000001 0.093265000000000015 0.085720000000000005 -0.17169499999999996 0.086325000000000013 -0.084269999999999984 0.22339500000000004
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=0.00052299486452086813 -0.00040254734158323236 0.00053845140077885532 -0.00054573555891913861 -0.00022097803685313275 -0.00032820468390441342 0.00047912121533207194 -0.00021289773603380298
leaf_weight=0.0010694096834899499 0.0010552130638486522 0.001095285666161557 0.00100006170149181 0.0015897012926803741 0.0016863038848501334 0.0018132191532710478 0.0012375004777349452
leaf_count=110 114 239 330 664 900 568 196
internal_value=0 3.20112e-05 -3.40541e-05 3.51325e-05 -4.73312e-05 5.47368e-05 0.000198409
internal_weight=0 0.00949148 0.0083962 0.00739613 0.00632672 0.00464042 0.00305072
internal_count=3121 3007 2768 2438 2328 1428 764
is_linear=0
shrinkage=0.00196078


Tree=5712
num_leaves=7
num_cat=0
split_feature=3 39 51 133 3 0
split_gain=1.6752e-05 3.36745e-05 4.51322e-05 4.09349e-05 8.61651e-05 7.69912e-05
threshold=0.13524500000000003 0.0046100000000000004 0.087505000000000013 1.0000000180025095e-35 -0.12018999999999998 -0.10607499999999999
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=0.024742792093212243 0.010091863473980705 0.013896436160073017 -0.024106841654209663 -0.019348072036698697 0.0072872833143741954 -0.023335427807746761
leaf_weight=0.0012950032509780325 0.0013743991086030164 0.0011541607556271411 0.0010073946480700108 0.0010140756439027546 0.001949601177065692 0.0014182954652398041
leaf_count=223 192 335 320 879 181 991
internal_value=0 -0.00187714 -0.0046007 -0.00113928 0.00282073 -0.00560861
internal_weight=0 0.00783853 0.00668437 0.00567698 0.0046629 0.0033679
internal_count=3121 2929 2594 2274 1395 1172
is_linear=0
shrinkage=0.1


Tree=5713
num_leaves=8
num_cat=0
split_feature=11 13 0 4 48 0 1
split_gain=1.76183e-05 3.18978e-05 3.48836e-05 4.35695e-05 6.5646e-05 8.68639e-05 3.46439e-05
threshold=1.0000000180025095e-35 -0.084034999999999985 -0.019414999999999998 0.098655000000000007 0.086260000000000017 -0.10151999999999999 0.08844500000000001
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=0.00072519654499199641 -0.012251134312032211 0.031534123628880174 0.01271328853741565 -0.020347196201735175 -0.020382533787580231 -0.0096488194629354637 0.025211372081826729
leaf_weight=0.001337600786701926 0.0010535036811528025 0.0010119622462095039 0.0011945525444498296 0.0015151650692582625 0.0010174690260016431 0.0010369789677323546 0.0010172263375322103
leaf_count=563 244 111 215 238 268 1209 273
internal_value=0 0.00149308 -0.0025061 -0.00647424 0.000380615 0.0106912 0.0113026
internal_weight=0 0.00813095 0.00577613 0.00458158 0.00306641 0.00204894 0.00235483
internal_count=3121 2877 2041 1826 1588 1320 836
is_linear=0
shrinkage=0.1


Tree=5714
num_leaves=8
num_cat=0
split_feature=42 49 15 12 13 1 15
split_gain=1.55752e-05 3.60114e-05 3.93904e-05 6.4202e-05 8.69382e-05 5.31926e-05 3.26127e-05
threshold=0.091735000000000025 -0.006494999999999999 -0.037864999999999989 0.051320000000000005 -0.095304999999999987 0.111945 -0.031204999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 6 5 -4 -5 -3 -1
right_child=-2 2 3 4 -6 -7 -8
leaf_value=0.0019327778624694302 -0.010427555669837057 -0.018562253998898597 0.031317515558796812 0.023032467755907095 -0.01715932209243021 0.01213710737999592 -0.0220791133100465
leaf_weight=0.0012386894727777719 0.0012539380500896083 0.0012153354548549936 0.0011976874134824109 0.0010502609355139709 0.0011038324472954462 0.0010537918187013854 0.0010409857352171802
leaf_count=276 667 579 162 84 893 205 255
internal_value=0 0.0015693 0.00586886 0.0127567 0.0024368 -0.00430535 -0.00903196
internal_weight=0 0.00790058 0.00562091 0.00335178 0.00215409 0.00226913 0.00227968
internal_count=3121 2454 1923 1139 977 784 531
is_linear=0
shrinkage=0.1


Tree=5715
num_leaves=6
num_cat=0
split_feature=51 43 52 16 0
split_gain=1.47639e-05 3.34192e-05 5.47047e-05 6.91271e-05 7.3318e-05
threshold=-0.076794999999999988 -0.14968999999999996 -0.046924999999999988 -0.056919999999999991 -0.10474999999999998
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0084483571870795134 0.016484332903037295 0.014368017568627848 -0.012725739227720523 -0.027352742939684593 0.01743912640908421
leaf_weight=0.0017076841402523827 0.0012913558317170443 0.0016465640197609087 0.0018216003545396939 0.0012112671413374281 0.0014448961875507167
leaf_count=537 234 548 307 431 1064
internal_value=0 0.00186497 -0.00121762 -0.00694877 0.000617333
internal_weight=0 0.00741568 0.00612433 0.00447776 0.0032665
internal_count=3121 2584 2350 1802 1371
is_linear=0
shrinkage=0.1


Tree=5716
num_leaves=9
num_cat=0
split_feature=48 16 15 15 16 2 43 0
split_gain=3.26256e-05 7.53903e-05 5.70513e-05 7.04154e-05 6.51665e-05 7.41103e-05 5.04998e-05 5.54207e-05
threshold=0.11951500000000001 -0.5048999999999999 -0.14147499999999996 -0.095244999999999982 -0.092484999999999984 0.10644500000000001 -0.072864999999999985 -0.053834999999999994
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=0.00052180423682112343 -0.00034283007219664007 -0.00045927293295772463 0.00045652476897333345 -0.00051455192506013746 0.00041131824018409319 0.00050067719201874665 -0.00034328187917750117 -0.00021124406346978333
leaf_weight=0.0010473373664693772 0.0010219698357982624 0.0010689921558676334 0.0012148213356366908 0.0010128691098498276 0.0011184954834487194 0.0010253832455457889 0.0017184987086585695 0.0010811411424369191
leaf_count=192 114 334 176 283 642 322 965 93
internal_value=0 2.62823e-05 -3.6699e-05 2.62929e-05 -6.14541e-05 3.13804e-05 -9.14355e-05 0.000105323
internal_weight=0 0.00928754 0.0082402 0.00717121 0.00595639 0.00494352 0.00391814 0.00219964
internal_count=3121 3007 2815 2481 2305 2022 1700 735
is_linear=0
shrinkage=0.00196078


Tree=5717
num_leaves=8
num_cat=0
split_feature=14 15 15 52 13 0 4
split_gain=4.08367e-05 6.72756e-05 4.06759e-05 4.0427e-05 9.52108e-05 6.26683e-05 6.91435e-05
threshold=-1.0000000180025095e-35 -0.10653 -0.092489999999999989 0.10160000000000001 -0.095304999999999987 -0.11013499999999998 -0.083854999999999985
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=-0.0003722135871938718 0.00042355732598486987 -0.00039767975463832076 0.00055440366292609723 -0.00028818445620073114 0.00031107931140760312 9.5344555783888625e-05 -0.00051539105892651929
leaf_weight=0.0010585925271645253 0.0014411784521925737 0.0010444796745245925 0.0013066272614354968 0.0013299365882241771 0.0012593128558352159 0.001406551822164122 0.0014447455427079035
leaf_count=161 388 193 178 454 150 487 1110
internal_value=0 3.43805e-05 -3.76033e-05 1.81374e-05 9.33397e-05 -5.32173e-05 -0.000214114
internal_weight=0 0.00923283 0.00779165 0.00674717 0.00541724 0.00411061 0.0028513
internal_count=3121 2960 2572 2379 1925 1747 1597
is_linear=0
shrinkage=0.00196078


Tree=5718
num_leaves=7
num_cat=0
split_feature=42 160 151 16 2 2
split_gain=1.54245e-05 3.58118e-05 4.98543e-05 7.09121e-05 7.16075e-05 5.48807e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 0.16703000000000004 0.086885000000000004 0.11177500000000001
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=-0.0094502287626913265 -0.010441962441334074 -0.012849589055398507 -0.0010802514185180455 -0.010253682171959044 0.044461800531437584 0.012401196325355732
leaf_weight=0.0014717956371478524 0.0018388335358874783 0.0011743402736508375 0.0012775765382602158 0.0012421124471666584 0.0010961631423356643 0.0010409451007414479
leaf_count=862 828 300 406 278 272 175
internal_value=0 0.00172611 0.00556328 0.0102066 0.0176491 0.0288457
internal_weight=0 0.00766997 0.00583114 0.0046568 0.00341468 0.00213711
internal_count=3121 2259 1431 1131 853 447
is_linear=0
shrinkage=0.1


Tree=5719
num_leaves=7
num_cat=0
split_feature=15 16 2 484 2 43
split_gain=3.48732e-05 5.1688e-05 6.00364e-05 4.79587e-05 7.25363e-05 6.53569e-05
threshold=-0.24436499999999997 -0.36241499999999999 0.11093500000000002 0.073690000000000019 0.090935000000000016 -0.074359999999999996
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=0.00033685888587789496 -0.00036217558864056826 0.00027054638290906273 0.00035011545460723555 0.00032001638132751552 -0.00049071942373573913 -0.00026809183852842685
leaf_weight=0.0010069983768346913 0.001650303261588661 0.0018054975469895449 0.0016635800873830466 0.0010105720883246787 0.0016164274011916547 0.0016645363470761871
leaf_count=253 248 574 343 296 562 845
internal_value=0 -4.70565e-05 1.99539e-05 -7.01309e-05 -0.000147645 1.21677e-05
internal_weight=0 0.00941092 0.00776061 0.00609703 0.00508646 0.00347003
internal_count=3121 2868 2620 2277 1981 1419
is_linear=0
shrinkage=0.00196078


Tree=5720
num_leaves=7
num_cat=0
split_feature=484 160 52 49 0 0
split_gain=1.47811e-05 3.19762e-05 4.2617e-05 5.57963e-05 4.44356e-05 6.2361e-05
threshold=0.084040000000000017 -1.0000000180025095e-35 0.10347000000000002 -0.081404999999999991 -0.053834999999999994 -0.11756999999999999
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=-0.016955563519086912 0.0110807946774477 0.018919196557994445 0.020020572397894097 -0.013973305879748189 -0.023095494977541847 0.012140652768093703
leaf_weight=0.0011510661782292578 0.0010519830786130694 0.0010330945230688495 0.0010107223945715659 0.0018592662429585984 0.0012306825264156943 0.0017995720996357766
leaf_count=632 368 160 203 264 309 1185
internal_value=0 -0.00152043 0.0010421 -0.00219667 -0.00665819 -0.00112935
internal_weight=0 0.0080844 0.00693334 0.00592262 0.00488952 0.00365884
internal_count=3121 2753 2121 1918 1758 1449
is_linear=0
shrinkage=0.1


Tree=5721
num_leaves=7
num_cat=0
split_feature=4 4 2 2 13 0
split_gain=1.51138e-05 2.54635e-05 2.55372e-05 3.69087e-05 5.10001e-05 6.43176e-05
threshold=0.27287000000000006 0.098655000000000007 0.11093500000000002 0.092875000000000013 -0.063184999999999977 -0.077809999999999976
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=-0.015404508858342977 0.0090899490260940557 -0.013706170091765666 0.012567240689114301 -0.016350575190227146 -0.0037116452466318633 0.030042151360959942
leaf_weight=0.0010266891724965846 0.0015059112303533939 0.0014680606232257715 0.0014471904278924533 0.0013824327337275434 0.0012582531315817015 0.0010239163393907858
leaf_count=912 352 195 327 508 600 227
internal_value=0 -0.0018751 0.000954379 -0.00262801 0.00310525 0.0114323
internal_weight=0 0.00760654 0.00613848 0.00469129 0.00330886 0.00228217
internal_count=3121 2769 2574 2247 1739 827
is_linear=0
shrinkage=0.1


Tree=5722
num_leaves=8
num_cat=0
split_feature=48 16 15 47 0 1 2
split_gain=5.06218e-05 7.39037e-05 4.98807e-05 6.34855e-05 8.63298e-05 8.82327e-05 7.07557e-05
threshold=0.11951500000000001 -0.5048999999999999 -0.14147499999999996 0.085270000000000026 -0.10607499999999999 0.090540000000000023 0.096540000000000015
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -6
right_child=-2 2 3 -5 6 -7 -8
leaf_value=0.00052741293890953887 -0.0004129439977079869 -0.00041661975631781173 -0.00013470570197748039 0.00039656621483769727 -0.00050199088894626947 0.00067570978249809012 4.8076951588428449e-05
leaf_weight=0.0010716257786802337 0.0010407230089993806 0.0010618484476148981 0.0010521003515521357 0.0015060202509830957 0.0018843548588984029 0.0010145968865880595 0.0017194314568070288
leaf_count=192 114 334 146 205 1489 130 511
internal_value=0 4.30317e-05 -1.99755e-05 3.87127e-05 -5.63294e-05 0.000263149 -0.000239544
internal_weight=0 0.00930998 0.00823835 0.0071765 0.00567048 0.0020667 0.00360379
internal_count=3121 3007 2815 2481 2276 276 2000
is_linear=0
shrinkage=0.00196078


Tree=5723
num_leaves=7
num_cat=0
split_feature=15 16 52 0 13 2
split_gain=4.382e-05 5.26777e-05 4.87023e-05 7.61306e-05 8.06199e-05 2.89532e-05
threshold=-0.24436499999999997 -0.36241499999999999 0.096795000000000006 -0.10607499999999999 -0.0034749999999999994 0.090935000000000016
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=0.00038578136682373157 -0.00036242631384629319 0.0003993890540803571 0.00032117303761129739 4.5607444540350032e-05 -0.00054348367085171726 -3.1562446781064423e-05
leaf_weight=0.0010014077701445351 0.001660758338767848 0.001354222909286574 0.0016500002686679321 0.0018347013720339783 0.0017404863825859361 0.0010753060445472182
leaf_count=253 248 122 498 1322 527 151
internal_value=0 -4.58693e-05 2.28105e-05 -5.91747e-05 -0.000241176 0.000208651
internal_weight=0 0.00931548 0.00765472 0.00600472 0.00357519 0.00242953
internal_count=3121 2868 2620 2122 1849 273
is_linear=0
shrinkage=0.00196078


Tree=5724
num_leaves=9
num_cat=0
split_feature=52 52 160 160 52 16 2 0
split_gain=3.35984e-05 8.24751e-05 4.67614e-05 6.10471e-05 6.92576e-05 7.64517e-05 8.13532e-05 1.06269e-05
threshold=-0.28430999999999995 -0.090859999999999982 0.050340000000000003 -1.0000000180025095e-35 0.096795000000000006 -0.083539999999999989 0.10774000000000002 -0.10836499999999999
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=-0.00034464203362233559 0.00055873999297796791 -0.00011772610209445992 -0.00037944916584306066 0.00046623213596130213 0.00055440148803063006 -0.00042262162197781775 -0.00021167936967441146 -0.00040304474138721304
leaf_weight=0.0010096486225938698 0.0010181789642092218 0.0010049091642313436 0.0012660501453633042 0.0016572345884816079 0.0012043213056755903 0.0010962529030095073 0.0011548814269239543 0.0010026337471198403
leaf_count=344 294 144 278 510 194 465 159 733
internal_value=0 3.17566e-05 -3.22244e-05 2.95157e-05 0.000143284 1.66032e-05 0.000187827 -0.000260224
internal_weight=0 0.00940446 0.00838628 0.00712023 0.00511269 0.00390837 0.00281212 0.00200754
internal_count=3121 2777 2483 2205 1328 1134 669 877
is_linear=0
shrinkage=0.00196078


Tree=5725
num_leaves=7
num_cat=0
split_feature=52 52 12 4 15 1
split_gain=1.52708e-05 3.55063e-05 5.76113e-05 6.03903e-05 8.93591e-05 0.000124209
threshold=0.11434500000000002 0.070205000000000017 0.097825000000000009 -0.034939999999999992 -0.016799999999999995 0.11181500000000001
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=-0.022801264138538318 -0.010303268771287124 0.017645315781676749 0.017496400693803291 0.0081206140591017495 0.025913250530845873 -0.034671646847774983
leaf_weight=0.0015071705845552709 0.0012561977416934251 0.0011700208616090566 0.0013207395110486969 0.001763596102764779 0.0010374543063904479 0.0011022383115397798
leaf_count=624 501 562 334 624 239 237
internal_value=0 0.00156647 -0.00122836 -0.00579923 0.000765734 -0.00833786
internal_weight=0 0.00790122 0.0067312 0.00541046 0.00390329 0.00286583
internal_count=3121 2620 2058 1724 1100 861
is_linear=0
shrinkage=0.1


Tree=5726
num_leaves=9
num_cat=0
split_feature=48 16 15 47 0 1 2 1
split_gain=5.3831e-05 5.77877e-05 6.44155e-05 5.51809e-05 8.39602e-05 6.75562e-05 7.04155e-05 6.59586e-05
threshold=0.11951500000000001 -0.5048999999999999 -0.14147499999999996 0.085270000000000026 -0.10607499999999999 0.081670000000000006 0.097220000000000015 0.090540000000000023
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 7 6 -6 -4
right_child=-2 2 3 -5 5 -7 -8 -9
leaf_value=0.00046966747585852712 -0.0004266257335915957 -0.0004635218830200567 -6.654917510831625e-05 0.0003825647891288114 -0.00040119528215546736 -0.00059099972605073769 0.000268775471095933 0.00062801759882009543
leaf_weight=0.001056710841262058 0.001069308846730131 0.0010814108986652452 0.0010706557951608723 0.001513596440632938 0.0010827449722840238 0.0012325861361360156 0.0013616207594144476 0.0010326621522892682
leaf_count=192 114 334 146 205 1063 586 351 130
internal_value=0 3.75841e-05 -1.6932e-05 4.92808e-05 -3.79915e-05 -0.000216723 -2.79917e-05 0.000274461
internal_weight=0 0.00943199 0.00837528 0.00729387 0.00578027 0.00367695 0.00244437 0.00210332
internal_count=3121 3007 2815 2481 2276 2000 1414 276
is_linear=0
shrinkage=0.00196078


Tree=5727
num_leaves=9
num_cat=0
split_feature=48 3 150 2 48 4 16 15
split_gain=4.83584e-05 6.7291e-05 8.06103e-05 8.77209e-05 9.2547e-05 7.01265e-05 0.000102343 8.49037e-05
threshold=-0.015314999999999997 0.13524500000000003 0.087170000000000011 0.11177500000000001 0.083985000000000018 -0.084369999999999987 -0.088394999999999987 -0.016799999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 -8
right_child=1 -3 -4 -5 -6 6 7 -9
leaf_value=0.00040370809160696053 -0.00043123071043428129 0.00033234589945319162 -0.00062043219453518828 -0.00052386940827520764 0.00053798082300883781 -0.00039467837793162131 -4.402278096794524e-05 0.00073287056761508237
leaf_weight=0.0010047285792250211 0.0014310672705919927 0.0015090293280060523 0.0010685766944721585 0.0012106258786183394 0.0012144281394926015 0.0011109837984284608 0.0011014785522587586 0.0010625538789889601
leaf_count=189 490 169 225 346 337 411 324 630
internal_value=0 -4.81739e-05 -0.000118203 -4.29452e-05 5.53942e-05 -6.91397e-05 8.90814e-05 0.000337437
internal_weight=0 0.00970874 0.00819971 0.00713114 0.00592051 0.00470608 0.00327502 0.00216403
internal_count=3121 2932 2763 2538 2192 1855 1365 954
is_linear=0
shrinkage=0.00196078


Tree=5728
num_leaves=9
num_cat=0
split_feature=11 159 4 52 3 13 47 49
split_gain=4.0987e-05 4.56613e-05 5.32166e-05 7.1129e-05 6.78034e-05 8.25673e-05 8.33432e-05 6.7885e-05
threshold=0.079915000000000014 0.089465000000000017 -0.083854999999999985 0.08734500000000002 -0.078934999999999991 -0.061684999999999997 0.092710000000000015 -0.032624999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6 7 -7
right_child=-2 -3 4 -5 5 6 -8 -9
leaf_value=0.00068702401251132385 -0.0003856056461958919 -0.00036634325944261646 -0.00045203333767657254 1.6896337563794275e-05 0.00044100308600781402 -0.00023038016863043798 -0.00057187558475175343 0.000436970840554327
leaf_weight=0.0011103387706892294 0.0010106244446322519 0.0010025332647117169 0.001145859452568971 0.0013486015779713091 0.0016166582791280796 0.0011706778329258615 0.0010022749191490967 0.001173470821093602
leaf_count=313 199 378 1056 161 502 124 94 294
internal_value=0 2.95937e-05 7.59226e-05 0.000319494 -2.21185e-05 7.71388e-05 -9.86441e-05 0.000103693
internal_weight=0 0.00957041 0.00856788 0.00245894 0.00610894 0.00496308 0.00334642 0.00234415
internal_count=3121 2922 2544 474 2070 1014 512 418
is_linear=0
shrinkage=0.00196078


Tree=5729
num_leaves=8
num_cat=0
split_feature=15 42 49 15 16 4 4
split_gain=3.44571e-05 4.28629e-05 5.06578e-05 6.60441e-05 0.000100704 8.20617e-05 5.61278e-05
threshold=0.091650000000000023 0.092620000000000022 -0.00064499999999999985 -0.037864999999999989 -0.072359999999999994 -0.084369999999999987 0.0052350000000000009
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 3 5 -6 -7 -8
leaf_value=-0.00049012646990528506 -0.00034730366877224513 -0.00031533413934088498 0.00026760837207426936 8.0211333580815634e-05 -0.00052117360014165555 0.00068528845934872989 0.00013835207860456861
leaf_weight=0.0010752240074711932 0.0010035312180303379 0.0011752795184537595 0.0014912662477909728 0.0019085307942517077 0.0010679140432334395 0.001571157185792245 0.001110681350006266
leaf_count=385 497 407 377 478 408 422 147
internal_value=0 3.49309e-05 8.4982e-05 0.000177564 -6.15405e-05 0.000353417 -0.00017079
internal_weight=0 0.00940005 0.00822477 0.00603887 0.00255918 0.00347969 0.00218591
internal_count=3121 2624 2217 1685 785 900 532
is_linear=0
shrinkage=0.00196078


Tree=5730
num_leaves=7
num_cat=0
split_feature=1 52 3 0 4 0
split_gain=1.62916e-05 3.97759e-05 7.86073e-05 4.40281e-05 3.72962e-05 3.59765e-05
threshold=0.111945 0.10160000000000001 0.090900000000000009 -0.084269999999999984 0.24564500000000003 -0.052984999999999997
decision_type=2 2 2 2 2 2
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leaf_weight=0.0018138905036185352 0.0016838693408559474 0.0011729821881507237 0.0013579088071407272 0.0010202269047772034 0.0011037665969292703 0.0010648057176371733
leaf_count=948 221 500 147 798 276 231
internal_value=0 -0.00284504 0.000870261 -0.00634633 0.00630811 0.00356522
internal_weight=0 0.00642981 0.00525683 0.00389892 0.00278764 0.00208503
internal_count=3121 2624 2124 1977 497 1029
is_linear=0
shrinkage=0.1


Tree=5731
num_leaves=8
num_cat=0
split_feature=48 48 51 42 1 4 4
split_gain=5.0489e-05 7.96632e-05 8.12863e-05 8.77601e-05 5.63053e-05 0.00015392 7.83837e-05
threshold=0.11951500000000001 0.093265000000000015 0.086310000000000012 0.086325000000000013 0.111945 -1.0000000180025095e-35 -0.084369999999999987
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=2.7202672461125959e-05 -0.00041177054181858853 0.00052165804894534077 -0.0005572239725561164 -0.00034269703213825315 0.00052178987921153858 -0.00044342165712045738 0.00066281735013343397
leaf_weight=0.0016615654483897644 0.0010942905917750616 0.0011311875717726601 0.0010005585263012564 0.0017903121821957173 0.0012535471694795118 0.001577104500223493 0.0013536054813975983
leaf_count=413 114 239 325 909 195 322 604
internal_value=0 3.23695e-05 -3.17149e-05 3.71423e-05 0.00015347 5.29302e-05 0.00031255
internal_weight=0 0.00976788 0.00863669 0.00763613 0.00584582 0.00459228 0.00301517
internal_count=3121 3007 2768 2443 1534 1339 1017
is_linear=0
shrinkage=0.00196078


Tree=5732
num_leaves=8
num_cat=0
split_feature=0 2 1 13 15 4 52
split_gain=1.65464e-05 4.19355e-05 4.04586e-05 4.3059e-05 4.78498e-05 3.54758e-05 1.81584e-05
threshold=-0.060129999999999996 0.10097500000000002 0.083135000000000014 -0.094514999999999988 -0.074054999999999996 0.25615500000000008 -0.024714999999999997
decision_type=2 2 2 2 2 2 2
left_child=2 6 -1 -4 5 -5 -2
right_child=1 -3 3 4 -6 -7 -8
leaf_value=-0.02091844959815449 0.0049293254368130354 -0.0097659061401348946 0.018419338338900044 0.014446395802534618 -0.018416163541658186 -0.0099186175941241139 0.023813231839246263
leaf_weight=0.00105640234717321 0.0010221483258563684 0.0011181137242167833 0.0010687382084053915 0.0014398420405547592 0.0014806207786806969 0.0010215710946019474 0.0010147050362267138
leaf_count=1510 142 311 189 246 479 124 120
internal_value=0 0.00579484 -0.00313362 0.000615883 -0.00421087 0.00433408 0.0143368
internal_weight=0 0.00315497 0.00606717 0.00501077 0.00394203 0.00246141 0.00203685
internal_count=3121 573 2548 1038 849 370 262
is_linear=0
shrinkage=0.1


Tree=5733
num_leaves=8
num_cat=0
split_feature=11 2 3 1 43 0 12
split_gain=4.66972e-05 4.49908e-05 5.8014e-05 7.87439e-05 5.77565e-05 8.75834e-05 5.81558e-05
threshold=0.079915000000000014 0.099185000000000009 0.12178000000000001 0.10124500000000002 -0.074359999999999996 -0.10096999999999999 0.09202500000000001
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 -4 -5 5 -7 -8
leaf_value=-9.904560127980272e-05 -0.0004122623442950296 5.0042946864941867e-05 -6.7347995885039627e-05 0.00080966687243154032 -1.1682574043615973e-06 -0.00068096369679678729 0.00049661780597235546
leaf_weight=0.001627634702860886 0.0010140735159369701 0.001096070479082165 0.0017803988102281995 0.0010064011233881238 0.0018909083943333765 0.0011854864766337185 0.0010282680394450476
leaf_count=707 199 401 174 228 211 1009 192
internal_value=0 3.01355e-05 0.000193103 0.000413656 -8.02534e-05 -0.000263127 0.000131573
internal_weight=0 0.00961517 0.00388287 0.00210247 0.0057323 0.00307639 0.0026559
internal_count=3121 2922 803 629 2119 1220 899
is_linear=0
shrinkage=0.00196078


Tree=5734
num_leaves=6
num_cat=0
split_feature=11 13 1 52 3
split_gain=1.54154e-05 3.23358e-05 6.70277e-05 3.18775e-05 4.65726e-05
threshold=1.0000000180025095e-35 -0.0034749999999999994 1.0000000180025095e-35 -0.0064899999999999992 -0.0087149999999999988
decision_type=2 2 2 2 2
left_child=1 2 -1 -3 -5
right_child=-2 3 -4 4 -6
leaf_value=-0.0063305995526495608 -0.011397017497629454 -0.014226192246814909 0.021543206339650629 -0.012370831052622556 0.013586158805091368
leaf_weight=0.0015988201204582802 0.0010647713990140422 0.001851927481366466 0.0018737645781429981 0.0011950049444523136 0.0016396618475539846
leaf_count=1234 244 338 796 376 133
internal_value=0 0.00139635 0.00870977 -0.00402262 0.00264352
internal_weight=0 0.00815918 0.00347258 0.00468659 0.00283467
internal_count=3121 2877 2030 847 509
is_linear=0
shrinkage=0.1


Tree=5735
num_leaves=7
num_cat=0
split_feature=0 12 2 3 2 52
split_gain=1.57538e-05 3.55405e-05 3.4383e-05 5.15828e-05 3.24839e-05 1.53142e-05
threshold=-0.060129999999999996 0.090995000000000006 0.089885000000000007 0.12178000000000001 0.10097500000000002 -0.024714999999999997
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=-0.010462886565767666 0.0045567307662469523 -0.017194821653618086 0.017630906622221883 -0.009340549011230893 -0.0080259462648600496 0.021910874768364917
leaf_weight=0.0016602060746478634 0.001022385088056391 0.0013744473243627753 0.0018793048379569842 0.0011387404234555476 0.0011188597963891068 0.001011650861897691
leaf_count=1149 142 813 455 131 311 120
internal_value=0 -0.00305757 0.00109589 0.00745429 0.00565987 0.013188
internal_weight=0 0.0060527 0.00467825 0.00301805 0.0031529 0.00203404
internal_count=3121 2548 1735 586 573 262
is_linear=0
shrinkage=0.1


Tree=5736
num_leaves=9
num_cat=0
split_feature=48 48 52 12 4 42 15 0
split_gain=3.78604e-05 8.32487e-05 6.30894e-05 8.9378e-05 7.29938e-05 5.22098e-05 6.60242e-05 1.9108e-05
threshold=0.11951500000000001 0.093265000000000015 0.11434500000000002 0.09202500000000001 0.09173000000000002 0.086325000000000013 -0.016799999999999995 -0.083914999999999976
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=-0.00028458437168472916 -0.0003624400472094474 0.00053828302855814171 -0.00048530525596248179 3.6864432312075466e-05 0.00074402529789088789 -0.00051815523968686266 0.00040899830287841293 3.9472557124228557e-05
leaf_weight=0.0019015785349577085 0.0010508905379588403 0.001094992422757189 0.001053316074561138 0.0012640077110224195 0.0010092895303425125 0.0010015808958522415 0.0010336336003032806 0.0011220071676993899
leaf_count=474 114 239 437 570 109 459 345 374
internal_value=0 2.98172e-05 -3.65798e-05 2.78833e-05 0.000350827 -0.000117239 -1.82678e-05 0.000216661
internal_weight=0 0.00948041 0.00838541 0.0073321 0.0022733 0.0050588 0.00405722 0.00215564
internal_count=3121 3007 2768 2331 679 1652 1193 719
is_linear=0
shrinkage=0.00196078


Tree=5737
num_leaves=8
num_cat=0
split_feature=3 3 39 133 3 0 2
split_gain=3.09793e-05 5.70017e-05 8.28555e-05 4.16172e-05 7.23583e-05 7.96331e-05 6.10937e-05
threshold=0.13524500000000003 0.10893000000000001 0.08568000000000002 0.084415000000000018 -0.12018999999999998 -0.083914999999999976 0.084055000000000005
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=0.00031035890339896409 0.00025114422337876207 -0.00046424981612962256 0.00053554998715351645 -0.00043668281681294018 0.00030350348631916679 -0.00061320361110447951 -0.00027661352101451781
leaf_weight=0.0018943326228727914 0.0015536736761251205 0.0011116842182429254 0.0010057251582545985 0.0010010119224951467 0.0014110596117612754 0.0010669541012325724 0.0013810664545371651
leaf_count=287 192 72 288 858 266 709 449
internal_value=0 -4.89983e-05 1.04887e-05 -6.76922e-05 -3.4931e-06 -0.000157556 1.65608e-05
internal_weight=0 0.00887183 0.00776015 0.00675442 0.00575341 0.00385908 0.00279213
internal_count=3121 2929 2857 2569 1711 1424 715
is_linear=0
shrinkage=0.00196078


Tree=5738
num_leaves=8
num_cat=0
split_feature=14 15 16 2 160 2 2
split_gain=2.65609e-05 5.73743e-05 4.24314e-05 8.64222e-05 7.40496e-05 5.60247e-05 6.54688e-05
threshold=-1.0000000180025095e-35 -0.10653 -0.088394999999999987 0.092875000000000013 -0.063384999999999983 0.10644500000000001 0.090050000000000005
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=-0.0003064228574228082 0.00038998460130273716 7.0492365276975322e-05 0.0004820157199983065 -0.00067977647672979669 1.5696041413396546e-05 0.00032534078177523182 -0.00058533722667890721
leaf_weight=0.0010328609242173667 0.0014025801902316729 0.0013505967619677742 0.0012134305176248698 0.0010485203063175296 0.0018875816316780392 0.00102319414323861 0.0011044972110862033
leaf_count=161 388 394 494 200 836 284 364
internal_value=0 2.55067e-05 -4.15124e-05 -0.000257408 5.75484e-05 -7.07272e-05 -0.00020617
internal_weight=0 0.0090304 0.00762782 0.00239912 0.0052287 0.00401527 0.00299208
internal_count=3121 2960 2572 594 1978 1484 1200
is_linear=0
shrinkage=0.00196078


Tree=5739
num_leaves=8
num_cat=0
split_feature=48 48 1 42 4 4 4
split_gain=3.835e-05 8.44014e-05 5.73207e-05 4.89652e-05 9.95752e-05 4.8987e-05 3.98283e-05
threshold=0.11951500000000001 0.093265000000000015 0.111945 0.086325000000000013 -1.0000000180025095e-35 -0.084369999999999987 0.11275500000000001
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=-4.0992720296443357e-05 -0.00036142109923923625 0.00055745242007484595 -1.0973368215864158e-05 -0.00046040540436741384 -0.00039759116170064087 0.00045084035415731967 0.00053633235890474808
leaf_weight=0.0017466186738809343 0.0010230226551199316 0.0010673503240659432 0.0010449926200623795 0.0012976852843746937 0.0018220445419416618 0.0014047928265749376 0.0010007650843603503
leaf_count=468 114 239 125 887 354 684 250
internal_value=0 3.83751e-05 -2.82408e-05 -0.000121214 -3.27117e-05 0.00017825 0.000256763
internal_weight=0 0.00938425 0.0083169 0.00627114 0.00497346 0.00315141 0.00204576
internal_count=3121 3007 2768 2393 1506 1152 375
is_linear=0
shrinkage=0.00196078


Tree=5740
num_leaves=9
num_cat=0
split_feature=48 13 3 39 12 1 43 2
split_gain=5.30902e-05 5.43239e-05 6.50928e-05 9.79731e-05 7.04884e-05 5.49209e-05 9.09952e-05 5.20936e-05
threshold=-0.024949999999999996 -0.23438999999999996 0.10893000000000001 0.0046100000000000004 0.09334000000000002 0.093890000000000015 -0.084004999999999982 0.089885000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 -8
right_child=1 2 -4 -5 -6 -7 7 -9
leaf_value=0.00042451063109079265 0.00033758314080583094 0.0003392732042946622 -0.00050065231219067064 0.00050066147141050212 -0.00045686902034433678 0.00041033706555762398 -0.00065202757691505979 -4.5914553107417229e-05
leaf_weight=0.0010171211773563555 0.0012384461612356288 0.0011247512019257979 0.0013287007784939311 0.0011341896634722856 0.0017673116789566718 0.0010018599929271957 0.001084593603154779 0.0010961721682143696
leaf_count=186 150 373 81 303 749 168 852 259
internal_value=0 -4.61885e-05 -0.000101858 -2.83542e-05 -0.000127125 8.16809e-06 -0.000113724 -0.000347362
internal_weight=0 0.00977603 0.00853758 0.00720888 0.00607469 0.00430738 0.00330552 0.00218077
internal_count=3121 2935 2785 2704 2401 1652 1484 1111
is_linear=0
shrinkage=0.00196078


Tree=5741
num_leaves=10
num_cat=0
split_feature=147 52 3 150 0 0 4 1 3
split_gain=7.52524e-05 6.89363e-05 6.28428e-05 8.62921e-05 5.92296e-05 7.38727e-05 7.36895e-05 4.10703e-05 2.48198e-05
threshold=1.0000000180025095e-35 0.15116000000000002 0.14121000000000003 0.086845000000000019 -0.17169499999999996 -0.084269999999999984 -0.35136499999999998 0.090475000000000014 -0.055119999999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 8 -7 -8 -6
right_child=-2 -3 -4 -5 5 6 7 -9 -10
leaf_value=0.00042925819709860254 0.00048892551900144693 -0.00054698393629716091 0.00039601728413979251 -0.00060027354178259667 -0.00059368938804514214 -0.00035814471920893797 0.00049322366252638205 -5.0635764891952985e-06 -0.00016162817961565772
leaf_weight=0.0010513851353240854 0.0010188970857684517 0.0010451069161846191 0.0012341730217620963 0.0010594932096093992 0.0010099580641453128 0.0010038449520185428 0.0014094070098640663 0.0011588636540560732 0.0010350355741389041
leaf_count=73 183 372 146 206 720 178 730 338 175
internal_value=0 -7.0419e-05 -1.48452e-05 -8.04607e-05 2.12739e-06 -7.7821e-05 9.23159e-05 0.000268385 -0.00037501
internal_weight=0 0.0100073 0.00896216 0.00772799 0.00666849 0.00561711 0.00357212 0.00256827 0.00204499
internal_count=3121 2938 2566 2420 2214 2141 1246 1068 895
is_linear=0
shrinkage=0.00196078


Tree=5742
num_leaves=8
num_cat=0
split_feature=3 3 39 42 2 13 3
split_gain=1.62788e-05 3.79819e-05 5.87764e-05 4.05956e-05 5.76972e-05 5.78414e-05 0.000110708
threshold=0.13524500000000003 0.10893000000000001 0.0046100000000000004 0.091735000000000025 0.10045500000000002 -0.023499999999999997 -0.088084999999999983
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=-0.021627042233232627 0.0098926302175561844 -0.020058112370996809 0.022216252018558397 -0.021433917753770491 0.021989553462078645 0.028763216453011116 -0.013897298837373432
leaf_weight=0.0013491035654629117 0.0013889262204730283 0.0010004052256563367 0.001080340566757724 0.0010075357645643723 0.0010027213354040182 0.0010511117016596423 0.0014439905345879855
leaf_count=843 192 72 333 528 368 404 381
internal_value=0 -0.00184274 0.000784988 -0.00316978 0.000626801 -0.00494545 0.0040743
internal_weight=0 0.00793521 0.0069348 0.00585446 0.00484693 0.00384421 0.0024951
internal_count=3121 2929 2857 2524 1996 1628 785
is_linear=0
shrinkage=0.1


Tree=5743
num_leaves=8
num_cat=0
split_feature=42 43 0 4 47 16 16
split_gain=1.8759e-05 3.33556e-05 5.21465e-05 4.7404e-05 5.08963e-05 3.50816e-05 6.0761e-05
threshold=-1.0000000180025095e-35 -0.063379999999999978 -0.068604999999999985 -0.27825499999999997 0.077555000000000013 -0.095964999999999981 -0.008904999999999998
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=-0.010342287389579763 -0.0019222239788471704 -0.021378735278199612 0.029179908221433987 0.022590229835134319 -0.016677249651983344 -0.014552451846689804 0.017553320562592546
leaf_weight=0.0014957795197453857 0.0011692334621687991 0.0010466621416227 0.0010002126920261643 0.0011297082225453594 0.001087522273722376 0.0012044767357815426 0.0011544495497517206
leaf_count=862 795 193 224 250 126 469 202
internal_value=0 0.00188419 0.0124173 -0.00217978 0.00221142 0.00809965 0.00115999
internal_weight=0 0.00779227 0.00216945 0.00562282 0.00457616 0.00348863 0.00235893
internal_count=3121 2259 1019 1240 1047 921 671
is_linear=0
shrinkage=0.1


Tree=5744
num_leaves=7
num_cat=0
split_feature=52 13 2 2 16 15
split_gain=1.58798e-05 3.47662e-05 3.72484e-05 4.15586e-05 5.24337e-05 4.3613e-05
threshold=0.11434500000000002 -0.17933499999999997 0.11215000000000001 0.096540000000000015 0.058835000000000005 -0.070929999999999979
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=0.018220661407906621 -0.010445288163089983 -0.007875844435226393 -0.01544823352501244 0.019308740605573253 -0.020060793970743701 0.01576919404699937
leaf_weight=0.0010847587184884206 0.0012735921892760025 0.0014499018175640997 0.0014236260614757072 0.0011824647023415341 0.0011568147445090663 0.0016885368204556314
leaf_count=148 501 436 344 357 261 1074
internal_value=0 0.00157842 -0.00103742 0.00270787 -0.00186228 0.00484561
internal_weight=0 0.0079861 0.00690134 0.00547772 0.00429525 0.00313844
internal_count=3121 2620 2472 2128 1771 1510
is_linear=0
shrinkage=0.1


Tree=5745
num_leaves=7
num_cat=0
split_feature=1 457 4 3 15 13
split_gain=1.65664e-05 4.52698e-05 4.57162e-05 3.62675e-05 3.44525e-05 2.99597e-05
threshold=0.11588000000000001 0.045365000000000009 -0.076779999999999987 0.10299500000000002 -0.095244999999999982 -0.0034749999999999994
decision_type=2 2 2 2 2 2
left_child=1 2 5 -2 -4 -1
right_child=3 -3 4 -5 -6 -7
leaf_value=0.013295358196929914 0.02038962978041535 0.014832582036384696 -0.0046197189074409567 -0.0056067349749748408 -0.025384417522241728 -0.0082492045812448435
leaf_weight=0.0014526293492447293 0.0010931602056176845 0.0012549322376472138 0.0017546522511901286 0.0010541555504257286 0.0014671698157908712 0.0011615730010028147
leaf_count=653 260 256 364 155 1074 359
internal_value=0 -0.00239801 -0.00610314 0.00762755 -0.0140757 0.00372243
internal_weight=0 0.00709096 0.00583602 0.00214732 0.00322182 0.0026142
internal_count=3121 2706 2450 415 1438 1012
is_linear=0
shrinkage=0.1


Tree=5746
num_leaves=7
num_cat=0
split_feature=11 13 12 48 1 4
split_gain=1.49737e-05 2.72349e-05 4.21854e-05 6.54759e-05 4.06974e-05 3.74015e-05
threshold=0.076920000000000002 -0.084034999999999985 0.051320000000000005 0.086260000000000017 0.08844500000000001 0.060330000000000002
decision_type=2 2 2 2 2 2
left_child=1 4 3 5 -1 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.0010745429724875928 -0.011427305054245862 0.021005899951223345 -0.015316994110238772 -0.015165711748535907 0.025226029132545531 -0.0031940625763551543
leaf_weight=0.0013560371598919571 0.0010296517156829716 0.0017259797387365271 0.0017489585281579862 0.0013048511152938471 0.0010392601262186453 0.0010137521489684475
leaf_count=574 226 229 1446 172 275 199
internal_value=0 0.00136763 -0.00234054 0.00327074 0.0103366 0.0120515
internal_weight=0 0.00818884 0.00579354 0.00404458 0.0023953 0.00273973
internal_count=3121 2895 2046 600 849 428
is_linear=0
shrinkage=0.1


Tree=5747
num_leaves=7
num_cat=0
split_feature=4 47 4 42 13 0
split_gain=1.56883e-05 2.26018e-05 5.94179e-05 4.7315e-05 6.69548e-05 6.09765e-05
threshold=0.27287000000000006 0.11402500000000002 0.055260000000000011 0.086325000000000013 -0.0034749999999999994 -0.11437499999999999
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=0.019655500750480601 0.0092168094370325467 0.01184973421611284 -0.023861712773633619 -0.018870428752743206 0.008832324919650655 -0.022123724640379202
leaf_weight=0.0018216486154734859 0.0015229298017328755 0.001035108588837221 0.0012314365320067779 0.0010244900954605564 0.0013817117325302039 0.0011795073153854077
leaf_count=840 352 122 288 849 137 533
internal_value=0 -0.00189434 -0.00403728 0.000477401 0.00499993 -0.00542373
internal_weight=0 0.0076739 0.00663879 0.00540736 0.00438287 0.00256122
internal_count=3121 2769 2647 2359 1510 670
is_linear=0
shrinkage=0.1


Tree=5748
num_leaves=8
num_cat=0
split_feature=14 15 16 2 160 43 13
split_gain=2.79691e-05 7.62813e-05 2.97176e-05 0.000100346 6.16609e-05 5.29082e-05 8.99263e-05
threshold=-1.0000000180025095e-35 -0.10653 -0.088394999999999987 0.092875000000000013 -0.063384999999999983 -0.17390999999999998 -0.061684999999999997
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=-0.00031274977350361849 0.00044560422406641153 0.00012091466104462216 0.00042615069163528803 -0.00068227956246909099 0.00030539871296867083 9.3177518967815613e-05 -0.0005887694427106875
leaf_weight=0.0010347948353483785 0.0014155893059614472 0.0013732530854441605 0.0011877500702474541 0.0010593521588228324 0.0010119471800955253 0.0016560350192352342 0.0013490749075314315
leaf_count=161 388 394 494 200 127 616 741
internal_value=0 2.7536e-05 -4.99526e-05 -0.000228861 3.36648e-05 -8.23841e-05 -0.000212967
internal_weight=0 0.009053 0.00763741 0.00243261 0.00520481 0.00401706 0.00300511
internal_count=3121 2960 2572 594 1978 1484 1357
is_linear=0
shrinkage=0.00196078


Tree=5749
num_leaves=7
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split_feature=50 4 40 2 16 3
split_gain=1.46022e-05 2.78961e-05 3.34158e-05 5.68155e-05 8.07819e-05 4.37728e-05
threshold=0.088425000000000017 0.27834500000000006 -1.0000000180025095e-35 0.084245000000000014 -0.008904999999999998 -0.074479999999999977
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 4 -6 -7
leaf_value=-0.017905233758484174 -0.011039077799221256 0.015341733017383799 0.00063546524380423373 -0.020356424719557949 0.0086210368960104068 0.029940143012690764
leaf_weight=0.001007141090731847 0.001069555193806933 0.0012182760194925169 0.0010182645545086606 0.001856180641502387 0.0019971373715346901 0.0010206100845450118
leaf_count=224 560 315 381 911 612 118
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internal_weight=0 0.00811761 0.00689933 0.00589219 0.00385332 0.00203887
internal_count=3121 2561 2246 2022 1523 499
is_linear=0
shrinkage=0.1


Tree=5750
num_leaves=9
num_cat=0
split_feature=48 48 1 12 2 3 2 15
split_gain=2.80505e-05 7.90779e-05 5.53962e-05 4.76407e-05 6.89538e-05 5.9435e-05 4.68578e-05 2.46048e-05
threshold=0.11951500000000001 0.093265000000000015 0.111945 0.090455000000000021 0.092365000000000017 -1.0000000180025095e-35 0.097220000000000015 -0.053579999999999996
decision_type=2 2 2 2 2 2 2 2
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right_child=-2 -3 7 6 -6 -7 -8 -9
leaf_value=-0.00034048499315452872 -0.00032062118030687121 0.00052900608619553893 0.00045865235540851987 -0.00018651619995832725 -0.000561393400652101 0.00026894424941591773 0.00040567528408971755 2.462200542301257e-05
leaf_weight=0.0012720162463713109 0.0010096753765456929 0.0010544884799598983 0.0010038409630941886 0.0010230165765607075 0.0016744976142126248 0.00119162642498952 0.0010318595828183483 0.0010047846234869284
leaf_count=1064 114 239 280 546 329 118 336 95
internal_value=0 2.3563e-05 -4.1422e-05 -0.000133196 -0.000254383 -4.57134e-05 0.000110854 0.000241535
internal_weight=0 0.00925613 0.00820164 0.00619302 0.00413814 0.00246364 0.00205488 0.00200863
internal_count=3121 3007 2768 2393 1511 1182 882 375
is_linear=0
shrinkage=0.00196078


Tree=5751
num_leaves=8
num_cat=0
split_feature=48 48 52 13 42 2 2
split_gain=4.05146e-05 9.62809e-05 5.35947e-05 7.20685e-05 6.24618e-05 7.14659e-05 5.96731e-05
threshold=0.11951500000000001 0.093265000000000015 0.11434500000000002 -0.094514999999999988 0.085505000000000012 0.084245000000000014 0.096540000000000015
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 4 -6 6 -8
leaf_value=0.00038098262039080305 -0.00037752209986872595 0.00057876550368295035 -0.00044964161374040791 0.00032178149253699864 -0.00046327249673450903 -0.00055524293686229549 5.945722074157134e-05
leaf_weight=0.0016488685818231378 0.0010315535147549628 0.0010939319097762286 0.0010698440010730561 0.0018358242993409095 0.0012936410735910741 0.0010119620410967095 0.0015179071139410627
leaf_count=246 114 239 437 374 728 616 367
internal_value=0 3.16793e-05 -3.97544e-05 2.02488e-05 -8.48524e-05 2.72809e-05 -0.000186426
internal_weight=0 0.00947198 0.00837805 0.0073082 0.00565933 0.00436569 0.00252987
internal_count=3121 3007 2768 2331 2085 1357 983
is_linear=0
shrinkage=0.00196078


Tree=5752
num_leaves=9
num_cat=0
split_feature=48 3 52 159 3 15 2 43
split_gain=5.42485e-05 5.87071e-05 5.94498e-05 6.22106e-05 6.31968e-05 9.40027e-05 6.57177e-05 4.57419e-05
threshold=-0.024949999999999996 0.13524500000000003 0.11125500000000001 0.082585000000000006 -0.078934999999999991 -0.016799999999999995 0.089885000000000007 -0.14968999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 7 6 -6 -2
right_child=1 -3 -4 -5 5 -7 -8 -9
leaf_value=0.00041893492509262646 0.00010182230474201309 0.00029806790689105737 -0.00056725662204508637 -0.00051187413571609195 -0.00040387738402902442 0.00061321580067276687 0.00025265520653575964 -0.00043001010323677881
leaf_weight=0.0010157083359961403 0.0010278535504399796 0.0015109997958296087 0.001012869113511409 0.0010081147156992161 0.0010880443688934698 0.0012598241017784477 0.0012708301320604439 0.0015737338936972272
leaf_count=186 137 169 478 339 172 226 257 1157
internal_value=0 -5.72254e-05 -0.000122367 -6.00273e-05 1.3203e-05 0.00018078 -5.01742e-05 -0.00021989
internal_weight=0 0.00975227 0.00824127 0.0072284 0.00622029 0.0036187 0.00235887 0.00260159
internal_count=3121 2935 2766 2288 1949 655 429 1294
is_linear=0
shrinkage=0.00196078


Tree=5753
num_leaves=9
num_cat=0
split_feature=15 15 42 4 3 4 1 1
split_gain=3.54788e-05 3.42804e-05 4.95322e-05 5.94838e-05 5.38388e-05 4.57897e-05 5.5241e-05 4.00424e-05
threshold=0.091650000000000023 0.040760000000000005 0.075730000000000006 0.076415000000000025 -0.10519499999999998 0.053925000000000008 0.094465000000000007 0.076935000000000017
decision_type=2 2 2 2 2 2 2 2
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right_child=-2 -3 3 -5 5 -7 -8 -9
leaf_value=0.00047890655985592575 -0.00035422473394823947 0.00036178559804346077 -0.00058586258149539527 6.6244760443574279e-05 0.00021611650825428152 -0.00023792021686866956 0.00048648027767999474 -0.00032710762861299557
leaf_weight=0.0010664468254995433 0.0010144327611967202 0.0010721650077711803 0.0011004892129346403 0.0010518103410020417 0.0010654318323893431 0.0019969253062914888 0.0011421503156619317 0.0010222648099012304
leaf_count=196 497 671 709 216 189 315 203 125
internal_value=0 3.15156e-05 -1.04125e-05 -0.000267183 7.74039e-05 -4.51684e-06 0.00013979 -4.98795e-05
internal_weight=0 0.00951768 0.00844552 0.0021523 0.00629322 0.00522677 0.00322985 0.0020877
internal_count=3121 2624 1953 925 1028 832 517 314
is_linear=0
shrinkage=0.00196078


Tree=5754
num_leaves=9
num_cat=0
split_feature=48 11 13 1 3 1 12 1
split_gain=5.67865e-05 6.5892e-05 7.15818e-05 9.18543e-05 6.0121e-05 7.21836e-05 4.99366e-05 8.67854e-05
threshold=-0.024949999999999996 1.0000000180025095e-35 -0.084034999999999985 0.08844500000000001 0.10893000000000001 0.102705 1.0000000180025095e-35 0.086560000000000012
decision_type=2 2 2 2 2 2 2 2
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right_child=1 -3 4 -5 -6 -7 -8 -9
leaf_value=0.00042816800702362868 -3.9475348237360258e-05 -0.00051471345521478143 0.00038665882803743621 0.00070855616795911184 -0.00048443456269162848 0.0003298491045766548 -0.00052383772797057789 -0.00041885096633547265
leaf_weight=0.0010042849668463185 0.0015386087054054763 0.0010949652262794143 0.0010542882148480859 0.0010700678545429306 0.001358444188997554 0.0015531996204836852 0.0010994067093435195 0.0010038993042945504
leaf_count=186 549 230 139 247 78 315 1273 104
internal_value=0 -6.14587e-05 -4.26771e-06 0.000267364 -0.00012102 -1.62231e-05 -0.000186454 -6.23575e-06
internal_weight=0 0.00977288 0.00867791 0.00260868 0.00606924 0.00471079 0.00315759 0.00205819
internal_count=3121 2935 2705 796 1909 1831 1516 243
is_linear=0
shrinkage=0.00196078


Tree=5755
num_leaves=9
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split_feature=48 16 15 15 16 2 133 0
split_gain=4.89959e-05 9.19709e-05 6.25886e-05 8.82774e-05 5.89953e-05 7.47494e-05 5.88151e-05 9.43784e-05
threshold=0.11951500000000001 -0.5048999999999999 -0.14147499999999996 -0.094549999999999981 -0.092484999999999984 0.10644500000000001 1.0000000180025095e-35 -0.059114999999999994
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=0.00056610360627022021 -0.00040665018068188248 -0.00046666375910322161 0.00049579851776844117 -0.00049752835981844621 -0.00035966032333654665 0.00047981646300775447 -0.00045035506809915814 0.00036913757128601509
leaf_weight=0.0011236618403011904 0.0010531715886686636 0.0011022483455622031 0.0013112694282785111 0.0010110725389743764 0.001191663766726813 0.0010772542704571269 0.0012732489870407567 0.0016009287997527464
leaf_count=192 114 334 186 275 810 322 712 176
internal_value=0 3.86589e-05 -3.05161e-05 3.38798e-05 -6.45413e-05 2.05788e-05 -0.000101097 5.81427e-05
internal_weight=0 0.00969135 0.00856769 0.00746544 0.00615417 0.0051431 0.00406584 0.00279259
internal_count=3121 3007 2815 2481 2295 2020 1698 986
is_linear=0
shrinkage=0.00196078


Tree=5756
num_leaves=7
num_cat=0
split_feature=51 42 50 15 1 52
split_gain=1.77407e-05 3.0576e-05 2.34538e-05 4.98271e-05 0.000104178 3.67303e-05
threshold=-0.076794999999999988 0.091735000000000025 0.079410000000000008 -0.10653 0.086560000000000012 0.084735000000000019
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=-0.009231887303781678 0.024914734489504011 -0.014013347916670174 -0.0088567866297478218 0.026200524006499706 -0.016328639706424702 0.0014382939537256161
leaf_weight=0.0017298922270402887 0.0012289758917688725 0.0010311658855752239 0.0010929605530104218 0.0013820626461269205 0.0017840261093506021 0.001057280799617347
leaf_count=537 314 566 432 437 364 471
internal_value=0 0.00199171 0.00451319 0.0071933 0.00203646 0.0154679
internal_weight=0 0.00757647 0.00654531 0.00545235 0.00422337 0.00243934
internal_count=3121 2584 2018 1586 1272 908
is_linear=0
shrinkage=0.1


Tree=5757
num_leaves=8
num_cat=0
split_feature=48 48 1 42 4 2 1
split_gain=2.92605e-05 8.00363e-05 5.96784e-05 3.96143e-05 7.77116e-05 4.29057e-05 5.93822e-05
threshold=0.11951500000000001 0.093265000000000015 0.111945 0.086325000000000013 -1.0000000180025095e-35 0.098260000000000014 0.085110000000000005
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=-0.00037372924758468149 -0.00033085395964058692 0.00052827012543472072 0.00025032327752819427 -0.00044554771193155209 -0.00037591943395369731 0.00045891957105846626 0.00029394961662628627
leaf_weight=0.0010003950783771742 0.0010059332969703317 0.001060142942901846 0.0020015145139595479 0.0012853098587849504 0.0018563932128861189 0.0010281045975378406 0.0010492950789746517
leaf_count=699 114 239 375 887 354 226 227
internal_value=0 2.12179e-05 -4.41692e-05 -0.000138941 -5.90723e-05 0.000132036 -3.19253e-05
internal_weight=0 0.00928116 0.00822101 0.0062195 0.00493419 0.00307779 0.00204969
internal_count=3121 3007 2768 2393 1506 1152 926
is_linear=0
shrinkage=0.00196078


Tree=5758
num_leaves=7
num_cat=0
split_feature=49 4 1 47 3 16
split_gain=1.91806e-05 3.84558e-05 2.79967e-05 5.03002e-05 5.87342e-05 9.91777e-05
threshold=-0.043469999999999995 0.0061450000000000003 0.12337000000000002 0.092530000000000015 -0.078934999999999991 0.033715000000000009
decision_type=2 2 2 2 2 2
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leaf_value=-0.0051850403357261883 -0.014468189865088927 0.021330179781052647 0.010955325868671749 -0.025829223868408746 0.021574983936483536 -0.017481990715820333
leaf_weight=0.0010922065168890004 0.0019921747320146509 0.0010957177622860645 0.0012528208678621615 0.0010089434446206285 0.0018570160434542358 0.0010004027085052892
leaf_count=269 1428 156 241 241 547 239
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internal_weight=0 0.00218792 0.00711136 0.00585854 0.00484959 0.00285742
internal_count=3121 425 2696 2455 2214 786
is_linear=0
shrinkage=0.1


Tree=5759
num_leaves=7
num_cat=0
split_feature=49 1 43 16 3 0
split_gain=1.5585e-05 3.43542e-05 2.33397e-05 5.5193e-05 4.78536e-05 9.1391e-05
threshold=-0.043469999999999995 0.097115000000000021 -0.17390999999999998 0.22339500000000004 -0.078934999999999991 -0.10474999999999998
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=-0.0044941996795035966 0.009843869888106753 0.020643226734509506 -0.015331373554308862 -0.025387515352000602 -0.0070227652993712537 0.027371404837820669
leaf_weight=0.0011584072514130722 0.0012833990927165325 0.0010245021172342881 0.0014728387885984962 0.0010856887584493758 0.001979413903852173 0.0012671176506383088
leaf_count=211 177 214 1248 379 266 626
internal_value=0 0.00730352 -0.00235991 -0.00505796 -0.000381155 0.00640124
internal_weight=0 0.00218291 0.00708846 0.00580506 0.00471937 0.00324653
internal_count=3121 425 2696 2519 2140 892
is_linear=0
shrinkage=0.1


Tree=5760
num_leaves=8
num_cat=0
split_feature=52 52 15 49 2 0 1
split_gain=3.90791e-05 5.29174e-05 5.89051e-05 6.3298e-05 0.000106838 9.07862e-05 5.81642e-05
threshold=0.17829500000000004 0.10024500000000001 -0.15026499999999995 -0.043469999999999995 0.092235000000000025 -0.10096999999999999 0.097115000000000021
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 6 5 -5 -4
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=0.00035643418447137316 -0.00037877311778461155 0.00041358901775244108 -0.00010529107872073205 0.00040084217831024222 -0.0006144078716956385 -0.00027398254716465601 0.00052643911109877684
leaf_weight=0.0012997098295890351 0.0010112846561317239 0.0011898773311693105 0.0012676958559130779 0.0012583186518437249 0.0017298096651510858 0.0019609239721487836 0.0010042214109757907
leaf_count=272 359 254 175 118 592 1158 193
internal_value=0 2.62483e-05 -2.78423e-05 -9.70086e-05 -0.000221392 -1.0211e-05 0.000173943
internal_weight=0 0.00971056 0.00852068 0.00722097 0.00494905 0.00321924 0.00227192
internal_count=3121 2762 2508 2236 1868 1276 368
is_linear=0
shrinkage=0.00196078


Tree=5761
num_leaves=9
num_cat=0
split_feature=15 11 3 3 13 47 1 49
split_gain=3.5065e-05 3.59121e-05 8.2785e-05 7.11804e-05 5.6232e-05 8.76206e-05 6.20247e-05 5.44003e-05
threshold=0.091650000000000023 0.079915000000000014 -0.10519499999999998 -0.077774999999999983 -0.061684999999999997 0.092710000000000015 0.09253500000000002 -0.032624999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 7 -5 -6
right_child=-2 -3 3 4 5 -7 -8 -9
leaf_value=0.00050383295561314087 -0.00035297318317990416 -0.00032130397551468541 -0.00046906667491604441 -1.0869677469974361e-05 -0.00020975331737849888 -0.00050990226357718873 0.00067591897532085974 0.00033237709243054506
leaf_weight=0.0013943856706998678 0.001044462656640985 0.0010295982326648549 0.0011339412885980026 0.0010078892809398344 0.0011827157542230848 0.0012080544740619968 0.0010143971548251425 0.0017866207898655704
leaf_count=188 497 184 1235 159 128 110 283 337
internal_value=0 2.50356e-05 6.58916e-05 -1.73769e-05 6.52386e-05 -6.46902e-05 0.00033363 0.000116441
internal_weight=0 0.0097576 0.008728 0.00733362 0.00619968 0.00417739 0.00202229 0.00296934
internal_count=3121 2624 2440 2252 1017 575 442 465
is_linear=0
shrinkage=0.00196078


Tree=5762
num_leaves=9
num_cat=0
split_feature=147 52 150 16 48 12 15 0
split_gain=6.48717e-05 8.29416e-05 6.07667e-05 3.80843e-05 6.83425e-05 5.15194e-05 7.48383e-05 0.000111001
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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=-0.00021666292278579074 0.00046535770737016186 -0.00058071005967678696 -0.00044196584468584064 -0.00053653759001145507 0.00057643693644289311 0.00030987244452500821 0.00044620458266939479 -0.00039186587991619229
leaf_weight=0.0015000529632205216 0.0010175758547434867 0.0010319493697802688 0.00102867738969199 0.001053250069135806 0.0010951499355765972 0.0017873554430349395 0.0014186916327851822 0.0010628001084618561
leaf_count=247 183 372 209 394 359 320 896 141
internal_value=0 -5.43529e-05 6.36423e-06 6.46148e-05 0.000130364 3.85742e-05 -9.86088e-05 8.72667e-05
internal_weight=0 0.00997793 0.00894598 0.0079173 0.00641725 0.0053221 0.00353474 0.00248149
internal_count=3121 2938 2566 2357 2110 1751 1431 1037
is_linear=0
shrinkage=0.00196078


Tree=5763
num_leaves=8
num_cat=0
split_feature=48 16 16 133 52 2 0
split_gain=3.37629e-05 7.49764e-05 6.10254e-05 0.000104094 0.000148522 7.21476e-05 6.62551e-05
threshold=0.11951500000000001 -0.5048999999999999 0.0065250000000000004 1.0000000180025095e-35 -0.07167999999999998 0.092875000000000013 -0.10607499999999999
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.00051043753187665229 -0.00034710814959057902 0.00025889381169357428 -3.74336364496599e-05 -0.00037403200282971861 0.0009009410077143779 -0.00052635851239986634 -0.00029924201556320645
leaf_weight=0.0010981610794564859 0.0010189414258863451 0.0016748558380772999 0.0015259580756092307 0.0010262589190129538 0.0011277356208823025 0.001556938771885414 0.0015977992515907875
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internal_value=0 2.82651e-05 -3.39594e-05 0.000156265 0.000361346 -0.000178903 -1.36033e-05
internal_weight=0 0.00960771 0.00850955 0.00367995 0.00265369 0.00482959 0.00327266
internal_count=3121 3007 2815 751 482 2064 1521
is_linear=0
shrinkage=0.00196078


Tree=5764
num_leaves=9
num_cat=0
split_feature=48 48 1 12 2 2 12 52
split_gain=3.40015e-05 7.52905e-05 6.16922e-05 5.90806e-05 5.91813e-05 4.85361e-05 4.53278e-05 1.83737e-05
threshold=0.11951500000000001 0.093265000000000015 0.111945 0.090455000000000021 0.092365000000000017 0.097220000000000015 0.079890000000000017 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -5 -1 -4
right_child=-2 -3 7 5 -6 -7 -8 -9
leaf_value=0.00014160945992476592 -0.0003491402477565908 0.00051727678441163883 7.4151056545188035e-05 -0.00016326876846726391 -0.00054697401255235617 0.00043491661041730962 -0.00039657360742095289 0.00044691471814273275
leaf_weight=0.0015046793803671654 0.0010249433160638378 0.0010673359329525711 0.0010136775179113372 0.0010348705513072798 0.0017064302594605044 0.001051253567365906 0.0010025832779768005 0.0010198617069594271
leaf_count=212 114 239 149 546 329 336 970 226
internal_value=0 2.69572e-05 -3.5843e-05 -0.000131694 -0.0002653 0.000138173 -7.35947e-05 0.0002611
internal_weight=0 0.00940069 0.00833336 0.00629982 0.00421369 0.00208612 0.00250726 0.00203354
internal_count=3121 3007 2768 2393 1511 882 1182 375
is_linear=0
shrinkage=0.00196078


Tree=5765
num_leaves=7
num_cat=0
split_feature=47 4 12 52 0 15
split_gain=1.72481e-05 6.2702e-05 3.68744e-05 5.13287e-05 6.75e-05 0.000108402
threshold=0.12431000000000002 0.24564500000000003 0.09857500000000001 0.091275000000000009 -0.082974999999999979 -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=-0.01367586166857138 -0.01248460572175808 0.017244250440435746 -0.02072241105666036 0.018433760790432543 -0.022497058033150583 0.026129364562250554
leaf_weight=0.0015397997142518869 0.0010055631502524287 0.0019190358473034361 0.001026874701982294 0.0011757352254914725 0.0014704494759659598 0.0012312004387047249
leaf_count=571 91 402 398 470 796 393
internal_value=0 0.00137722 -0.00334797 -5.44874e-05 -0.00517945 0.00401025
internal_weight=0 0.0083631 0.00644406 0.00541718 0.00424145 0.002771
internal_count=3121 3030 2628 2230 1760 964
is_linear=0
shrinkage=0.1


Tree=5766
num_leaves=7
num_cat=0
split_feature=0 1 16 151 2 43
split_gain=1.83972e-05 4.04304e-05 3.94712e-05 6.23532e-05 0.000127002 2.84254e-05
threshold=-0.060129999999999996 0.083135000000000014 -0.056919999999999991 -0.0083949999999999979 0.090425000000000019 -0.090299999999999991
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=-0.020973950961022607 -0.005956471033773429 -0.014667901816713092 -0.013633540280138032 -0.0062041356998690442 0.038155812325470613 0.013472993977080409
leaf_weight=0.0010689744648093016 0.0012174551928798129 0.0010452897345234469 0.0014333605360725846 0.001399293387259033 0.0011979094784075131 0.0019736899711449585
leaf_count=1510 113 131 423 334 150 460
internal_value=0 -0.00329851 0.000423932 0.0059557 0.014256 0.00606045
internal_weight=0 0.00614483 0.00507585 0.00364249 0.0025972 0.00319115
internal_count=3121 2548 1038 615 484 573
is_linear=0
shrinkage=0.1


Tree=5767
num_leaves=8
num_cat=0
split_feature=14 15 3 15 150 43 0
split_gain=3.86392e-05 5.30606e-05 4.03467e-05 6.14029e-05 0.000110859 7.73569e-05 0.000103215
threshold=-1.0000000180025095e-35 -0.10653 -0.12018999999999998 -0.016799999999999995 0.081835000000000019 -0.084004999999999982 -0.084144999999999984
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=-0.00036035140339759584 0.00038918145741991173 0.00025736123644342572 -0.00068162876504939069 0.00045521756725020916 0.0001514842248510997 0.00024795336405874293 -0.0005763281462257163
leaf_weight=0.0010546052236571823 0.001386669601119616 0.0015287460790722593 0.0014686539090441291 0.0012689996131811632 0.0010553369697373931 0.0012221343960842101 0.0011186549897127869
leaf_count=161 388 265 641 323 243 406 694
internal_value=0 3.62338e-05 -2.76383e-05 -9.86698e-05 -0.000333286 6.53753e-05 -0.000145968
internal_weight=0 0.0090492 0.00766253 0.00613378 0.00252399 0.00360979 0.00234079
internal_count=3121 2960 2572 2307 884 1423 1100
is_linear=0
shrinkage=0.00196078


Tree=5768
num_leaves=6
num_cat=0
split_feature=15 43 3 0 49
split_gain=1.83254e-05 3.30458e-05 6.18787e-05 8.11158e-05 6.15108e-05
threshold=-0.11713499999999999 -0.17390999999999998 -0.10831999999999999 -0.082974999999999979 -0.006494999999999999
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0094318123397340824 0.015988647926334112 0.020076305070891583 -0.0094563811076760172 -0.022406021627322432 0.018171622515165103
leaf_weight=0.0017137103254347376 0.0013843389765677777 0.0011299115115210702 0.0016799577520961607 0.0018633204082189134 0.0015487615083789553
leaf_count=484 184 219 325 1125 784
internal_value=0 0.00201488 -0.00109418 -0.00579187 0.0037963
internal_weight=0 0.00760629 0.00622195 0.00509204 0.00322872
internal_count=3121 2637 2453 2234 1109
is_linear=0
shrinkage=0.1


Tree=5769
num_leaves=9
num_cat=0
split_feature=14 49 15 43 2 42 12 16
split_gain=2.78945e-05 5.94409e-05 5.00222e-05 4.2003e-05 6.74265e-05 8.0991e-05 0.000107992 6.12076e-05
threshold=-1.0000000180025095e-35 0.0043850000000000009 -0.10469999999999999 0.093175000000000022 0.090935000000000016 0.085465000000000013 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4 -6
right_child=1 -3 3 -5 7 -7 -8 -9
leaf_value=-0.00029714729161036123 0.00038136891042031513 0.00044014018314590014 0.00019011488103575134 0.00026414449284748137 -0.00071254475572668898 0.00045855537853737042 -0.00065191001880113763 -0.0001095623465383732
leaf_weight=0.0011089271049771711 0.0010092763017504475 0.0011958424122027389 0.0013424575906009933 0.0011223985779771749 0.0012011396994343754 0.0011389305742137115 0.0010386928785102903 0.0014034837242722113
leaf_count=161 229 611 151 178 376 562 581 272
internal_value=0 3.1573e-05 -2.76033e-05 -8.45593e-05 -0.000148462 2.85078e-05 -0.000177189 -0.000387632
internal_weight=0 0.00945222 0.00825638 0.0072471 0.0061247 0.00352008 0.00238115 0.00260462
internal_count=3121 2960 2349 2120 1942 1294 732 648
is_linear=0
shrinkage=0.00196078


Tree=5770
num_leaves=8
num_cat=0
split_feature=52 52 12 16 52 2 3
split_gain=2.97862e-05 4.17681e-05 6.89657e-05 6.07179e-05 5.20111e-05 6.20397e-05 8.49393e-05
threshold=0.15915500000000002 0.10024500000000001 0.097825000000000009 0.071345000000000006 -0.049749999999999996 0.10731 -0.055119999999999995
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=0.00026811487602319947 -0.00032010995686754181 0.00039685219266150302 0.00035514198131257081 -0.000463370086927461 -0.00037281258564172471 -0.00051539832281951572 0.00038641715176506222
leaf_weight=0.0017509520827943127 0.0010486530983430465 0.0010495802739499847 0.0015398255684123908 0.0014296579801464145 0.0010397987685112748 0.0011635109862109965 0.0012446934382581132
leaf_count=429 368 245 379 403 969 163 165
internal_value=0 2.86428e-05 -1.86692e-05 -0.000105506 -7.09652e-06 -0.000146853 4.08497e-05
internal_weight=0 0.00921802 0.00816844 0.00662861 0.00519896 0.003448 0.00228449
internal_count=3121 2753 2508 2129 1726 1297 1134
is_linear=0
shrinkage=0.00196078


Tree=5771
num_leaves=8
num_cat=0
split_feature=52 52 12 16 52 0 13
split_gain=2.91415e-05 3.98541e-05 5.97102e-05 6.28831e-05 4.2995e-05 3.64572e-05 4.00683e-05
threshold=0.15915500000000002 0.096795000000000006 0.097825000000000009 0.071345000000000006 -0.081429999999999989 -0.17169499999999996 -0.029529999999999997
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=0.00036741765327861315 -0.00031260041284283176 0.00036909290481255388 0.00033135431829468983 -0.00046045667572600595 0.00014134335517913265 2.3259133335986412e-05 -0.0004724689969218107
leaf_weight=0.0010008862313169659 0.0010572973567753762 0.0011712171530470173 0.0015292169874995881 0.0014430971143569622 0.0016482562146385078 0.0012080911742524032 0.0013029498908751823
leaf_count=296 368 266 372 402 127 757 533
internal_value=0 3.09259e-05 -1.77758e-05 -9.8629e-05 2.5598e-06 -8.5239e-05 -0.000233968
internal_weight=0 0.00930371 0.0081325 0.00660328 0.00516018 0.0041593 0.00251104
internal_count=3121 2753 2487 2115 1713 1417 1290
is_linear=0
shrinkage=0.00196078


Tree=5772
num_leaves=9
num_cat=0
split_feature=52 52 50 160 2 43 3 3
split_gain=3.77219e-05 7.778e-05 5.23891e-05 3.95667e-05 5.40868e-05 0.000152356 6.73932e-05 4.89107e-05
threshold=-0.28430999999999995 -0.090859999999999982 0.088425000000000017 0.083670000000000008 0.10613000000000002 -1.0000000180025095e-35 0.10893000000000001 0.0041950000000000008
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=-0.00036796623221167454 0.00054510431425133213 -0.00018548750182965611 -0.00043289027822956928 -0.00032170335160544274 0.00022169930420161402 0.00026064529730851613 -0.00044556811194998523 0.00084867728189096179
leaf_weight=0.0010032082171072361 0.0010142390728133882 0.001878376247365685 0.0010798100265620491 0.0010608029422764084 0.0010468216430551177 0.0010143755804917667 0.0013103979350010606 0.0011723493705447369
leaf_count=344 294 969 486 224 268 318 118 100
internal_value=0 3.16685e-05 -2.91456e-05 2.91145e-05 8.70606e-05 0.000224084 -0.00014924 0.000575902
internal_weight=0 0.00957717 0.00856293 0.00748312 0.00642232 0.0040651 0.00235722 0.00218672
internal_count=3121 2777 2483 1997 1773 1387 386 418
is_linear=0
shrinkage=0.00196078


Tree=5773
num_leaves=8
num_cat=0
split_feature=15 11 13 12 4 48 12
split_gain=2.80079e-05 2.93319e-05 4.3072e-05 6.13106e-05 6.64322e-05 0.000102593 3.78753e-05
threshold=0.091650000000000023 0.078340000000000007 -0.084034999999999985 0.051320000000000005 0.09173000000000002 0.086125000000000021 0.090345000000000023
decision_type=2 2 2 2 2 2 2
left_child=1 2 6 4 5 -4 -1
right_child=-2 -3 3 -5 -6 -7 -8
leaf_value=7.882025111315934e-05 -0.00031806878039443681 -0.00028068440000168424 0.000540678903679043 -0.00036033072840085625 -0.0002487562522635411 -0.00023729627786510732 0.00057597484318890296
leaf_weight=0.0014241420217810511 0.0010102575821845502 0.0010651375293541246 0.0018553668016392452 0.0015509674521502802 0.0014419770623702657 0.0010045477588494466 0.0010048675575121961
leaf_count=700 497 190 203 1095 211 143 82
internal_value=0 2.55999e-05 6.49914e-05 -2.61034e-05 9.4396e-05 0.000267414 0.00028449
internal_weight=0 0.00934701 0.00828187 0.00585286 0.00430189 0.00285991 0.00242901
internal_count=3121 2624 2434 1652 557 346 782
is_linear=0
shrinkage=0.00196078


Tree=5774
num_leaves=8
num_cat=0
split_feature=52 52 12 49 3 3 13
split_gain=1.95012e-05 3.41836e-05 4.99573e-05 5.30585e-05 6.09679e-05 0.000119184 5.7886e-05
threshold=0.15116000000000002 0.096795000000000006 0.097825000000000009 -0.043469999999999995 0.10732000000000001 -0.00083499999999999991 -0.084034999999999985
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=0.010624483177308373 -0.013276475836919566 0.01861889451627154 0.016314681109709028 0.0012331819987480884 -0.030320811303288099 0.024962694443383712 -0.03123354695882375
leaf_weight=0.0016196254709031702 0.001002924705365984 0.0010217365967331886 0.0013719637264912651 0.0010060199250507818 0.0011508719254717404 0.0010098003229391892 0.0012092535536914059
leaf_count=330 377 257 372 461 140 153 1031
internal_value=0 0.00147781 -0.000899334 -0.00483841 -0.0105615 -0.00351041 -0.0164895
internal_weight=0 0.00838927 0.00736753 0.00599557 0.00437595 0.00322507 0.00221527
internal_count=3121 2744 2487 2115 1785 1645 1492
is_linear=0
shrinkage=0.1


Tree=5775
num_leaves=7
num_cat=0
split_feature=484 160 42 43 2 15
split_gain=1.9053e-05 3.42869e-05 4.57442e-05 5.10056e-05 5.2417e-05 7.56147e-05
threshold=0.084040000000000017 -1.0000000180025095e-35 -0.025789999999999997 -0.074359999999999996 0.089885000000000007 -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=-0.017383040392510037 0.012437645290678924 -0.016844150731290301 0.020161524548707791 -0.018004436808964446 0.020313632988360253 -0.011292519293821589
leaf_weight=0.0011952471089155719 0.0010745015432824427 0.0012026060981585674 0.0015450878827761748 0.0012782097297654479 0.0016841788280782001 0.001374866137042998
leaf_count=632 368 572 479 523 277 270
internal_value=0 -0.00171614 0.000926907 0.00456008 -0.000997718 0.00610847
internal_weight=0 0.0082802 0.00708495 0.00588234 0.00433725 0.00305904
internal_count=3121 2753 2121 1549 1070 547
is_linear=0
shrinkage=0.1


Tree=5776
num_leaves=9
num_cat=0
split_feature=48 3 39 2 16 43 13 2
split_gain=7.33037e-05 7.67863e-05 8.64221e-05 0.000149518 5.05757e-05 6.64978e-05 6.61634e-05 4.68202e-05
threshold=-0.024949999999999996 0.13524500000000003 0.0046100000000000004 0.11215000000000001 -0.18708499999999997 -0.092909999999999979 -0.063184999999999977 0.08622500000000001
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=0.00048819566210688313 -0.00040745768923981693 0.0003429511082983432 0.00033850784187609969 -0.00083556114435183113 -0.00040422153725643597 -0.00020194233468333962 0.0006735275254144403 7.8035480692099644e-05
leaf_weight=0.0010251808108812472 0.0014354811223546765 0.0015151716060750218 0.0012472806855268739 0.0012529761739382451 0.0010816382121691961 0.0012306008509488453 0.001010012270335725 0.0010205333963467424
leaf_count=186 157 169 310 266 290 959 358 426
internal_value=0 -6.28787e-05 -0.000137155 -0.000221534 -8.83865e-05 1.70805e-05 0.000156816 0.000374239
internal_weight=0 0.00979369 0.00827852 0.00703124 0.00577827 0.00434278 0.00326115 0.00203055
internal_count=3121 2935 2766 2456 2190 2033 1743 784
is_linear=0
shrinkage=0.00196078


Tree=5777
num_leaves=7
num_cat=0
split_feature=16 1 42 15 52 52
split_gain=1.83998e-05 3.99865e-05 4.52132e-05 3.41367e-05 4.47607e-05 5.98137e-05
threshold=-0.36241499999999999 0.12500000000000003 0.086665000000000006 1.0000000180025095e-35 -0.081429999999999989 -0.0027449999999999996
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6
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leaf_value=-0.0091155754033133696 0.023659934134373763 0.018750223486434257 -0.018671301137786776 -0.0127741828478214 -0.019172913672133189 0.011056210852415253
leaf_weight=0.0018194474374813854 0.0011726804533702434 0.001209301342380089 0.0011886655540513189 0.001085863970357437 0.0010067215617971075 0.0018711848347873999
leaf_count=395 440 151 945 634 241 315
internal_value=0 0.0020893 -0.0010961 0.00297111 0.00719204 0.000481749
internal_weight=0 0.00753442 0.00632512 0.00513645 0.00405059 0.00287791
internal_count=3121 2726 2575 1630 996 556
is_linear=0
shrinkage=0.1


Tree=5778
num_leaves=8
num_cat=0
split_feature=15 43 51 160 16 51 2
split_gain=4.76322e-05 3.43653e-05 4.7242e-05 7.04347e-05 7.47378e-05 0.000104006 8.37286e-05
threshold=0.091650000000000023 -0.17390999999999998 -0.090529999999999985 -0.079874999999999988 -0.015314999999999997 0.081440000000000026 0.10882500000000002
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=0.00030238997382311261 -0.00040591319311744455 0.00035404825751623857 -0.00051244171961402764 0.00021185582946208701 -0.00031936144752597396 0.00063020665677304309 -0.00047410792542610259
leaf_weight=0.0015560830266346639 0.0010416348427713358 0.0011487137032792751 0.0011785178300930087 0.001820261903370549 0.0018211661267589618 0.0012492904351759041 0.0010960543652890589
leaf_count=178 497 355 434 777 529 212 139
internal_value=0 3.49549e-05 -1.50993e-05 -7.42797e-05 1.19741e-05 0.000156831 -4.59535e-05
internal_weight=0 0.00987009 0.008314 0.00716529 0.00598677 0.00416561 0.00291632
internal_count=3121 2624 2446 2091 1657 1128 916
is_linear=0
shrinkage=0.00196078


Tree=5779
num_leaves=7
num_cat=0
split_feature=47 4 4 2 48 2
split_gain=1.94143e-05 5.7234e-05 3.84909e-05 4.95509e-05 5.97613e-05 4.43168e-05
threshold=0.12431000000000002 0.24564500000000003 0.033845000000000007 0.11093500000000002 0.083985000000000018 0.084245000000000014
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=0.001126102402256112 0.0010038816575163806 0.0019093837275145796 0.0014018419080485539 0.001032161244500918 0.0012474975628869239 0.0016372806597967676
leaf_count=619 91 402 330 224 355 1100
internal_value=0 0.00149337 -0.00301181 0.0010627 -0.00396574 -0.0121672
internal_weight=0 0.00835427 0.00644488 0.00504304 0.00401088 0.00276338
internal_count=3121 3030 2628 2298 2074 1719
is_linear=0
shrinkage=0.1


Tree=5780
num_leaves=9
num_cat=0
split_feature=11 0 42 16 52 0 2 16
split_gain=5.58503e-05 5.51684e-05 7.78822e-05 7.51363e-05 6.41359e-05 0.000107271 7.3616e-05 2.07095e-05
threshold=0.079915000000000014 -0.0058249999999999994 0.091295000000000015 -0.27167499999999994 -0.0064899999999999992 -0.10151999999999999 0.089885000000000007 0.16703000000000004
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 -5 -3
right_child=-2 7 -4 4 5 -7 -8 -9
leaf_value=-0.00053546537513941264 -0.00044966345718230145 0.00051415677133265431 0.00042187434608815616 -0.00060225536748607228 0.00070748107812506234 -0.00014059090322791681 4.512732179217982e-05 0.00011939881517426581
leaf_weight=0.0013636497631336298 0.0010141962712481708 0.0010394996760721372 0.0011768195186009738 0.0011381964533656351 0.0010007305392087235 0.0013429496576706391 0.0016605903522845852 0.0010048329097742006
leaf_count=239 199 168 617 442 93 940 349 74
internal_value=0 3.38604e-05 -4.2311e-05 -0.000126272 -1.77649e-05 0.000221528 -0.000218147 0.000320125
internal_weight=0 0.00972727 0.00768294 0.00650612 0.00514247 0.00234368 0.00279879 0.00204433
internal_count=3121 2922 2680 2063 1824 1033 791 242
is_linear=0
shrinkage=0.00196078


Tree=5781
num_leaves=9
num_cat=0
split_feature=11 3 1 15 16 51 133 2
split_gain=3.82391e-05 5.37081e-05 5.75276e-05 9.88474e-05 8.47082e-05 7.12036e-05 5.14773e-05 3.17132e-05
threshold=0.079915000000000014 -0.12018999999999998 0.094385000000000011 -0.0058549999999999991 -0.36241499999999999 -0.076794999999999988 0.076280000000000014 0.090790000000000023
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -6 -5 -7
right_child=-2 2 4 6 5 7 -8 -9
leaf_value=0.00040501088685555327 -0.00037576128223521194 -0.00065300355643552839 -0.00035027291778201184 -0.00025298995618600788 -0.00010925716220942761 0.00024884532859360467 0.00030330912356206442 0.00072909019993882065
leaf_weight=0.00124371387524833 0.001011924814969538 0.001277331070902118 0.0010976985854942996 0.0013288494091846124 0.001170082501526492 0.0010375295123385476 0.0012328536605349348 0.0010778676255599122
leaf_count=158 199 919 206 739 124 226 337 213
internal_value=0 2.52568e-05 -3.21858e-05 -0.000207435 0.000121308 0.000278866 1.47364e-05 0.000493547
internal_weight=0 0.00946593 0.00822221 0.00383903 0.00438318 0.00328548 0.0025617 0.0021154
internal_count=3121 2922 2764 1995 769 563 1076 439
is_linear=0
shrinkage=0.00196078


Tree=5782
num_leaves=7
num_cat=0
split_feature=11 43 13 2 4 4
split_gain=1.78022e-05 2.88175e-05 4.98833e-05 4.51437e-05 5.25033e-05 6.4861e-05
threshold=0.078065000000000009 -0.067199999999999996 -0.0030199999999999997 0.089885000000000007 0.055260000000000011 -0.059649999999999988
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=0.02175072390956137 -0.012570578125981977 -0.017658434427529911 -0.0042982140750392568 -0.0025168411501385337 -0.01183127431872049 0.030661644542312225
leaf_weight=0.00154795767034327 0.0010196681678578878 0.0014998641860850545 0.0014000545642228854 0.0013503165121327291 0.0015135275743250968 0.0010453485428695306
leaf_count=945 211 860 336 258 283 228
internal_value=0 0.00142548 0.0093797 -0.00290968 0.00274906 0.0119606
internal_weight=0 0.00835707 0.00294801 0.00540906 0.00390919 0.00239567
internal_count=3121 2910 1281 1629 769 486
is_linear=0
shrinkage=0.1


Tree=5783
num_leaves=7
num_cat=0
split_feature=3 13 3 48 42 2
split_gain=1.86166e-05 3.63041e-05 4.96183e-05 6.88199e-05 7.63634e-05 7.32543e-05
threshold=0.13524500000000003 -0.095539999999999986 0.097915000000000016 0.083985000000000018 0.086325000000000013 0.084245000000000014
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=-0.018341476374033546 0.010610405948234721 0.022780120939865967 -0.015346881920874697 0.025346210645044106 -0.020650448682212934 -0.010587615511131085
leaf_weight=0.0011548251749514656 0.0013861335850207891 0.0015465982003170721 0.001482718229292912 0.0012995163972264112 0.0013373063061435245 0.0011450322802496978
leaf_count=217 192 388 127 410 886 901
internal_value=0 -0.00194651 0.00083323 0.00533558 -0.00111877 0.00858533
internal_weight=0 0.007966 0.00681117 0.00532845 0.00402894 0.00269163
internal_count=3121 2929 2712 2585 2175 1289
is_linear=0
shrinkage=0.1


Tree=5784
num_leaves=8
num_cat=0
split_feature=48 52 150 133 3 2 16
split_gain=4.69786e-05 5.13978e-05 6.35217e-05 5.25227e-05 8.49449e-05 0.000133776 0.000161892
threshold=-0.024949999999999996 0.14295500000000003 0.086845000000000019 -0.0061299999999999992 -0.08824499999999999 0.10613000000000002 -0.078844999999999985
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=0.0003910256974525177 -0.00031958428836421508 -0.00046598258650056945 -0.00042425369210536052 -0.00020222983328429446 0.0011105185980108227 -0.00019027730227658249 0.00016344087432973315
leaf_weight=0.0010299085285466565 0.001155554849021986 0.0010192397279057816 0.0011780678591418112 0.0019871170616756802 0.0011319185195859764 0.0015001600853241943 0.0017933342470839019
leaf_count=186 766 380 239 420 253 283 594
internal_value=0 -4.92786e-05 -7.17675e-07 6.5211e-05 0.000134552 0.000285775 0.00052991
internal_weight=0 0.00976539 0.00874615 0.00756808 0.00641253 0.00442541 0.00292525
internal_count=3121 2935 2555 2316 1550 1130 847
is_linear=0
shrinkage=0.00196078


Tree=5785
num_leaves=8
num_cat=0
split_feature=0 1 13 15 0 2 4
split_gain=1.85558e-05 3.32331e-05 3.63442e-05 4.28618e-05 2.86956e-05 2.61958e-05 2.21382e-05
threshold=-0.060129999999999996 0.083135000000000014 -0.094514999999999988 -0.074054999999999996 -0.15202999999999997 0.10097500000000002 -0.10429499999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -2
right_child=5 2 3 -5 -6 -7 -8
leaf_value=-0.01933163237103774 0.002193446671666795 0.016418507843239713 -0.0065568658898983063 -0.017562568525232653 0.014948716939119948 -0.0061080251587746432 0.022892696906289929
leaf_weight=0.0010681385351205561 0.0010092833077044337 0.0010729575041032923 0.0012915682646295373 0.0015155008777418726 0.0011940877194556551 0.0011366211962268963 0.0010586733836691355
leaf_count=1510 133 189 98 479 272 311 129
internal_value=0 -0.00329963 7.52274e-05 -0.00430742 0.00377423 0.00608729 0.0127903
internal_weight=0 0.00614225 0.00507411 0.00400116 0.00248566 0.00320458 0.00206796
internal_count=3121 2548 1038 849 370 573 262
is_linear=0
shrinkage=0.1


Tree=5786
num_leaves=9
num_cat=0
split_feature=48 3 150 3 12 43 3 1
split_gain=5.36933e-05 5.6521e-05 8.77455e-05 8.99937e-05 0.000133579 9.29134e-05 5.61455e-05 3.2079e-05
threshold=-0.024949999999999996 0.13524500000000003 0.087170000000000011 0.092670000000000016 0.079890000000000017 -0.074359999999999996 -1.0000000180025095e-35 0.090405000000000013
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=0.00041716913741881884 0.00014631881197065319 0.00029469474531857858 -0.00064735217788959879 -0.00051701472373307899 -0.00014461836169828182 -0.0005207634544462643 0.00076862227156209166 0.00034566867905159391
leaf_weight=0.0010205572800677009 0.0011922655621917238 0.0014984736884642103 0.0010549252105382569 0.0012623127936651213 0.0010001245413221969 0.0016235647632529002 0.0010467996098866045 0.0010535569970258774
leaf_count=186 292 169 225 105 647 1218 122 157
internal_value=0 -5.55746e-05 -0.000119322 -4.17264e-05 5.96819e-05 -0.000170222 0.000437256 0.000106903
internal_weight=0 0.00973202 0.00823355 0.00717862 0.00591631 0.00367725 0.00223907 0.00205368
internal_count=3121 2935 2766 2541 2436 2022 414 804
is_linear=0
shrinkage=0.00196078


Tree=5787
num_leaves=8
num_cat=0
split_feature=47 4 12 52 160 0 0
split_gain=1.78177e-05 5.22217e-05 3.52507e-05 5.2108e-05 6.1657e-05 6.07402e-05 7.15344e-05
threshold=0.12431000000000002 0.24564500000000003 0.09857500000000001 0.096795000000000006 -0.027994999999999996 -0.082974999999999979 -0.14723999999999998
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=0.017044620956418011 -0.012683768556724343 0.015943712205225443 -0.019837001766860624 0.020945094001591846 -0.019287087469392398 -0.029208204770688657 0.016799419065962374
leaf_weight=0.0010333324167935785 0.001001725724834447 0.0019116365383332837 0.0010297250005358071 0.0010010954982709423 0.0010872800530154422 0.0011767241209679107 0.0011102386155375007
leaf_count=384 91 402 398 401 111 725 609
internal_value=0 0.00143037 -0.00287882 0.000349753 -0.00432808 -0.0108733 -0.00105533
internal_weight=0 0.00835003 0.0064384 0.00540867 0.00440758 0.00337424 0.00219752
internal_count=3121 3030 2628 2230 1829 1445 720
is_linear=0
shrinkage=0.1


Tree=5788
num_leaves=7
num_cat=0
split_feature=0 15 43 15 0 49
split_gain=2.11132e-05 3.44387e-05 9.49373e-05 6.9081e-05 4.21758e-05 3.07403e-05
threshold=1.0000000180025095e-35 -0.016799999999999995 -0.079329999999999984 0.024640000000000006 -0.10474999999999998 -1.0000000180025095e-35
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=-0.034332324721061236 0.0091726367418556321 0.024534550306254066 0.0035123649789445283 -0.0072468050087100477 0.015852731942838639 -0.019204299160600537
leaf_weight=0.001046005480578116 0.0019518651190038152 0.0011856873232378969 0.0012209501562030006 0.0016161927299154664 0.0011344786421112947 0.0011632016410271096
leaf_count=557 325 282 124 1141 514 178
internal_value=0 -0.00252483 -0.00788174 0.00620229 -1.86049e-05 -0.00757085
internal_weight=0 0.00736652 0.00456464 0.00280188 0.00351863 0.00238415
internal_count=3121 2796 1373 1423 816 302
is_linear=0
shrinkage=0.1


Tree=5789
num_leaves=7
num_cat=0
split_feature=50 51 43 42 48 13
split_gain=1.91133e-05 2.77355e-05 5.1431e-05 5.93124e-05 5.49859e-05 3.61672e-05
threshold=0.088425000000000017 -0.076794999999999988 -0.14968999999999996 0.084695000000000006 0.086260000000000017 -0.0051199999999999987
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=-0.0099404125162373212 -0.012608119323289649 0.022947998572197627 3.9805579704298822e-05 -0.020378548161037499 -0.0099108502681826069 0.023469465049600433
leaf_weight=0.0016678835670478455 0.001074945779039803 0.0012283001749954685 0.0011029870291238263 0.0011048134872179063 0.001475488987121687 0.001636175604976144
leaf_count=500 560 193 468 803 227 370
internal_value=0 0.00157185 0.00450432 0.000245556 0.00565188 0.014035
internal_weight=0 0.00821565 0.00654777 0.00531947 0.00421465 0.00273916
internal_count=3121 2561 2061 1868 1065 838
is_linear=0
shrinkage=0.1


Tree=5790
num_leaves=7
num_cat=0
split_feature=52 0 0 2 4 1
split_gain=1.76304e-05 4.02693e-05 5.46975e-05 6.08359e-05 4.04948e-05 3.8808e-05
threshold=0.11434500000000002 -0.077999999999999986 -0.10607499999999999 0.090935000000000016 -0.35136499999999998 0.11039500000000001
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -3 -5
right_child=-2 4 -4 5 -6 -7
leaf_value=0.018946082243950824 -0.010943210095534069 -0.0033834025504573938 -0.021911558905198615 0.0044703578068690103 0.019678005951612551 -0.02220267536486906
leaf_weight=0.001355512006674935 0.0012826940518997241 0.0012705091461507857 0.0012669764916947526 0.0011660777560960345 0.0019002704921156292 0.0010249243772149832
leaf_count=162 501 202 1269 186 681 120
internal_value=0 0.0016873 -0.00407668 0.00229475 0.0104375 -0.00800697
internal_weight=0 0.00798427 0.00481349 0.00354651 0.00317078 0.002191
internal_count=3121 2620 1737 468 883 306
is_linear=0
shrinkage=0.1


Tree=5791
num_leaves=8
num_cat=0
split_feature=3 39 15 2 4 16 16
split_gain=1.86413e-05 3.45083e-05 4.25199e-05 6.06281e-05 8.73589e-05 4.6493e-05 3.11255e-05
threshold=0.13524500000000003 0.0046100000000000004 -0.11713499999999999 0.091545000000000015 0.053180000000000012 -0.010264999999999998 -0.078844999999999985
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -5 -4
right_child=-2 -3 3 5 -6 -7 -8
leaf_value=-0.022047023441012323 0.010675458144611887 0.014037135622260388 0.0082777260013561643 -0.029195513432059058 0.030323657297075118 0.00016301334985613651 -0.015123758919027048
leaf_weight=0.0011651981514904115 0.001377632003393991 0.001154232750781403 0.0010926056712395669 0.0010510192659479427 0.0011095591196729915 0.0011081305430142318 0.0011845776314240814
leaf_count=261 192 335 617 403 110 412 791
internal_value=0 -0.00193463 -0.0046816 -0.00103311 0.00731526 -0.014128 -0.00389559
internal_weight=0 0.00786532 0.00671109 0.00554589 0.00338674 0.00215915 0.00227718
internal_count=3121 2929 2594 2333 1518 815 1408
is_linear=0
shrinkage=0.1


Tree=5792
num_leaves=8
num_cat=0
split_feature=52 52 160 0 4 1 47
split_gain=4.66656e-05 6.2065e-05 0.000108323 7.99479e-05 5.28359e-05 8.52547e-05 6.64945e-05
threshold=-0.26636999999999994 -0.046924999999999988 -1.0000000180025095e-35 -0.14723999999999998 -0.083854999999999985 0.094385000000000011 0.096300000000000011
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -4 -6 -7
right_child=1 2 4 -5 5 6 -8
leaf_value=-0.00040363092702759155 -0.00012750674878544524 -0.00055823502057754696 0.00031601002650521228 0.00058434693127029419 -0.00048691507309204293 0.00045249067470726879 -0.00021523911878487562
leaf_weight=0.0010362808504799726 0.0010147158788676098 0.001355861843594419 0.0019892330023746621 0.0015080660424819034 0.0012856622051236116 0.0012380058402357945 0.0010680478731548877
leaf_count=354 90 743 331 509 754 247 93
internal_value=0 3.46601e-05 -6.11203e-05 0.000298024 5.96511e-05 -8.23305e-05 0.000143232
internal_weight=0 0.00945959 0.00693681 0.00252278 0.00558095 0.00359172 0.00230605
internal_count=3121 2767 2168 599 1425 1094 340
is_linear=0
shrinkage=0.00196078


Tree=5793
num_leaves=8
num_cat=0
split_feature=52 16 43 0 4 16 1
split_gain=3.20461e-05 5.18009e-05 5.87163e-05 7.25706e-05 4.75744e-05 6.09949e-05 6.48135e-05
threshold=-0.26636999999999994 0.23311500000000004 -0.092909999999999979 -0.030209999999999997 -0.033174999999999989 -0.27167499999999994 0.094385000000000011
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=-0.00033543281258976401 -0.00037187975774178358 0.00044953616039567336 -0.00039716923827582616 0.00050833438249713947 -0.00022762330742155093 -6.6580918889608097e-05 0.0005479328210650367
leaf_weight=0.0010174818396584693 0.0014940582887239357 0.0010129082747949133 0.001112558037687672 0.0011410920133717167 0.0017448992599577969 0.0013020984002251243 0.001337890189211673
leaf_count=354 379 130 912 187 301 607 251
internal_value=0 3.13936e-05 -2.06857e-05 5.83535e-05 -3.5048e-05 5.68314e-05 0.000244842
internal_weight=0 0.0091455 0.0081326 0.00663854 0.00549745 0.00438489 0.00263999
internal_count=3121 2767 2637 2258 2071 1159 858
is_linear=0
shrinkage=0.00196078


Tree=5794
num_leaves=8
num_cat=0
split_feature=52 52 457 13 12 3 3
split_gain=5.61721e-05 7.89274e-05 5.2688e-05 6.37449e-05 6.74655e-05 4.98671e-05 5.00523e-05
threshold=-0.26636999999999994 -0.090859999999999982 0.045365000000000009 -0.073839999999999975 0.092355000000000007 0.088060000000000013 -0.028564999999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -5
right_child=1 2 -4 5 -6 -7 -8
leaf_value=-0.0004323632258769273 0.0005415804306864565 0.00035304745949019714 0.00034538378447696244 -0.00027109124273555751 -0.00025237960014249983 -0.00051582600634142363 0.00025752166528393127
leaf_weight=0.0011204218890534983 0.001041142392566234 0.0019267014024171893 0.0012439990528610055 0.0019804535539237329 0.0011184332925009161 0.0015909233042054605 0.0010557990508905895
leaf_count=354 284 835 235 972 184 109 148
internal_value=0 3.07141e-05 -2.89388e-05 -8.9632e-05 0.000130683 -0.000234621 -8.72762e-05
internal_weight=0 0.00995745 0.00891631 0.00767231 0.00304513 0.00462718 0.00303625
internal_count=3121 2767 2483 2248 1019 1229 1120
is_linear=0
shrinkage=0.00196078


Tree=5795
num_leaves=8
num_cat=0
split_feature=14 49 2 3 133 0 0
split_gain=3.99074e-05 5.95734e-05 5.55028e-05 5.80919e-05 9.05814e-05 2.79995e-05 6.48259e-05
threshold=-1.0000000180025095e-35 0.0043850000000000009 0.10912000000000001 -0.08824499999999999 0.076280000000000014 -0.057069999999999989 -0.13027499999999997
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=-0.00036836718651583726 -0.00042487993262824467 0.00044787787067320715 0.00028332397001628061 5.0689860274765272e-05 0.00049961503759293258 0.00012481876867094228 -0.00058245192755095119
leaf_weight=0.0010499697847918812 0.0016697116167181747 0.0011728178941845741 0.0017493452204093325 0.0012569577506044702 0.0010770645664707808 0.0010086718670904039 0.0012302726818858901
leaf_count=161 537 611 344 116 488 115 749
internal_value=0 3.52044e-05 -2.53548e-05 -0.000111854 2.44024e-06 -0.000150736 -0.000262485
internal_weight=0 0.00916484 0.00799202 0.00624268 0.00457297 0.0034959 0.00248723
internal_count=3121 2960 2349 2005 1468 980 865
is_linear=0
shrinkage=0.00196078


Tree=5796
num_leaves=8
num_cat=0
split_feature=48 13 133 1 49 0 16
split_gain=5.54812e-05 6.17589e-05 0.000101394 9.42687e-05 5.66353e-05 5.18112e-05 4.16193e-05
threshold=-0.024949999999999996 -0.076384999999999995 0.083950000000000011 0.10089500000000001 -0.009244999999999998 -0.053834999999999994 -0.074319999999999983
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 -3 6 -6
right_child=1 4 -4 -5 5 -7 -8
leaf_value=0.00042934795368370363 -0.00040925373379922553 -0.00050497828899064793 0.00067262548766107346 0.00038755576849317777 -0.00015477958719130349 -0.00030892857795824244 0.00031962645125119406
leaf_weight=0.001032062930441697 0.0013136057603482239 0.0014427508420327114 0.001044196032745586 0.0010095654278425726 0.0012966050384525184 0.001948313624862091 0.0015741207816790893
leaf_count=186 547 176 478 194 661 352 527
internal_value=0 -4.90165e-05 0.000165119 -6.29894e-05 -0.000164171 -6.21383e-05 0.000105354
internal_weight=0 0.00962916 0.00336737 0.00232317 0.00626179 0.00481904 0.00287073
internal_count=3121 2935 1219 741 1716 1540 1188
is_linear=0
shrinkage=0.00196078


Tree=5797
num_leaves=7
num_cat=0
split_feature=2 2 15 12 13 16
split_gain=1.77601e-05 4.11055e-05 4.40222e-05 3.40605e-05 3.14733e-05 1.82747e-05
threshold=0.099185000000000009 0.091185000000000002 -0.040439999999999997 0.084100000000000022 -0.08971999999999998 -0.074319999999999983
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -2 -6
right_child=4 -3 3 -5 5 -7
leaf_value=-0.010211756196147484 0.01764008592834098 -0.020238609753291989 0.02341477941337158 -0.0011133514175007198 -0.010936679584449219 0.0059968713143457352
leaf_weight=0.0019469225027102669 0.0013174267750362852 0.0011864287095409813 0.0010564203938166314 0.0012198662298349519 0.0011242755635424437 0.0014714084574460476
leaf_count=622 200 403 274 903 246 473
internal_value=0 -0.00379239 0.000827857 0.0102701 0.00505161 -0.0013376
internal_weight=0 0.00540964 0.00422321 0.00227629 0.00391311 0.00259568
internal_count=3121 2202 1799 1177 919 719
is_linear=0
shrinkage=0.1


Tree=5798
num_leaves=8
num_cat=0
split_feature=11 3 133 1 3 3 16
split_gain=4.49132e-05 5.63995e-05 6.24582e-05 0.000114529 8.84559e-05 6.24915e-05 3.12748e-05
threshold=0.079915000000000014 -0.12018999999999998 0.083950000000000011 0.095285000000000022 0.013900000000000001 0.083060000000000009 -0.061854999999999993
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5 -7
right_child=-2 2 -4 5 -6 6 -8
leaf_value=0.00042198374203098143 -0.00039865083662176607 -0.00084794133957634616 0.00032167170448982432 0.00039943150722461648 -0.00010835872343455988 0.00010015223496260677 -0.00033127065360252555
leaf_weight=0.0012511661564588517 0.0010216538031676938 0.0011232748570752004 0.0016141205072483667 0.0015738534201302501 0.001392526818008645 0.001425540588016261 0.0011814145941613785
leaf_count=158 199 1087 965 296 136 179 101
internal_value=0 3.38714e-05 -2.45582e-05 -0.000108012 -0.000438573 9.09034e-05 -9.53591e-05
internal_weight=0 0.0095619 0.00831073 0.00669661 0.0025158 0.00418081 0.00260696
internal_count=3121 2922 2764 1799 1223 576 280
is_linear=0
shrinkage=0.00196078


Tree=5799
num_leaves=9
num_cat=0
split_feature=48 48 1 12 2 2 0 0
split_gain=3.78618e-05 8.6843e-05 5.06426e-05 5.95879e-05 5.99608e-05 4.87145e-05 3.82927e-05 3.64399e-05
threshold=0.11951500000000001 0.093265000000000015 0.111945 0.090455000000000021 0.092365000000000017 0.097220000000000015 -0.072269999999999987 -0.13027499999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 -5 -4 -1
right_child=-2 -3 6 5 -6 -7 -8 -9
leaf_value=0.00019913251329270617 -0.00036492541515742151 0.00055424174253346995 0.0004991620887315328 -0.00015307321178492143 -0.00054056741222370194 0.00044997315497573293 -3.7758883405999082e-05 -0.00027638870941335079
leaf_weight=0.0011209692260009255 0.0010209157030563196 0.0010855247983993397 0.0010288462326217994 0.0010233968942726835 0.0017023146988052354 0.0010367335756044723 0.0010140110828093501 0.0013852104751092941
leaf_count=127 114 239 167 546 329 336 208 1055
internal_value=0 3.26607e-05 -3.54606e-05 -0.000122834 -0.000256588 0.000150402 0.000232651 -6.36966e-05
internal_weight=0 0.00939701 0.00831148 0.00626862 0.00420849 0.00206013 0.00204286 0.00250618
internal_count=3121 3007 2768 2393 1511 882 375 1182
is_linear=0
shrinkage=0.00196078


Tree=5800
num_leaves=6
num_cat=0
split_feature=51 457 16 2 13
split_gain=1.91265e-05 3.01573e-05 4.47075e-05 5.75262e-05 7.93815e-05
threshold=-0.076794999999999988 0.080930000000000016 0.042200000000000008 0.11474000000000002 -0.0030199999999999997
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=-0.0095364490972754002 0.0045205307110055123 0.017685049820930453 0.012816757872432291 0.012688636619347982 -0.025962257737710211
leaf_weight=0.0017410656910461743 0.0015500765449695886 0.0010653017619106087 0.0018278239269244418 0.0012592533979250541 0.0019032375869761911
leaf_count=537 1307 212 375 277 413
internal_value=0 0.00208261 -0.000458717 -0.00560776 -0.0122796
internal_weight=0 0.00760569 0.00654039 0.00471257 0.00345331
internal_count=3121 2584 2372 1997 1720
is_linear=0
shrinkage=0.1


Tree=5801
num_leaves=8
num_cat=0
split_feature=15 16 2 47 4 1 3
split_gain=5.99566e-05 7.2834e-05 6.6091e-05 5.49098e-05 0.000116091 4.88855e-05 6.75785e-05
threshold=-0.24436499999999997 -0.36241499999999999 0.11067500000000001 0.085270000000000026 -0.35136499999999998 0.089175000000000018 -0.078934999999999991
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=0.00042405174590070388 -0.00042473453299592036 -0.00074848514657463526 0.0003521890292969706 0.00023029581443734996 -0.00019072154066194144 -0.00030304394825311353 0.00049823247800644924
leaf_weight=0.0010760254725504471 0.0017611999526211336 0.0010850303266258057 0.0017532432586457401 0.0016426764924493365 0.0010568154010994566 0.0013985587558402721 0.0011355236732424334
leaf_count=253 248 156 352 291 1110 390 321
internal_value=0 -6.3462e-05 1.53643e-05 -7.80956e-05 -0.000186435 -1.66052e-05 0.000166123
internal_weight=0 0.00983305 0.00807185 0.0063186 0.00467593 0.0035909 0.00219234
internal_count=3121 2868 2620 2268 1977 1821 1431
is_linear=0
shrinkage=0.00196078


Tree=5802
num_leaves=7
num_cat=0
split_feature=52 15 3 43 1 2
split_gain=1.57505e-05 3.16265e-05 8.63485e-05 7.39114e-05 6.42508e-05 0.000104931
threshold=0.11434500000000002 -0.016799999999999995 -0.08824499999999999 -0.0030899999999999994 0.11181500000000001 0.090675000000000019
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=-0.016371788183628899 -0.010337665479340875 -0.011238452542305866 0.040171159672641475 0.0052294681689281008 -0.018758157912826499 0.027025642261491286
leaf_weight=0.0010515657036468621 0.0012919822454136197 0.0014932088238367286 0.0010032377250509315 0.001526488145932815 0.0018004686622051604 0.0011850074937287025
leaf_count=430 501 480 509 416 333 452
internal_value=0 0.00155567 0.00783075 0.0190866 -0.00469747 0.00662155
internal_weight=0 0.00805998 0.00402293 0.00252973 0.00403704 0.00223657
internal_count=3121 2620 1405 925 1215 882
is_linear=0
shrinkage=0.1


Tree=5803
num_leaves=6
num_cat=0
split_feature=1 16 52 3 3
split_gain=1.82683e-05 4.49852e-05 3.61506e-05 9.80989e-05 5.17475e-05
threshold=0.10937500000000001 -0.071854999999999988 0.10160000000000001 0.090900000000000009 -0.082094999999999987
decision_type=2 2 2 2 2
left_child=2 -2 3 4 -1
right_child=1 -3 -4 -5 -6
leaf_value=0.0039146942313517171 0.018628200300122088 -0.0054324369319153328 -0.018844848540844478 0.02487646494956448 -0.019534027882582263
leaf_weight=0.0019295046891088337 0.0015015876102030957 0.0016104649289547274 0.001194410762938922 0.0012429045832045918 0.0018372877873481684
leaf_count=1106 305 243 493 138 836
internal_value=0 0.00617699 -0.00321168 0.000515573 -0.00752264
internal_weight=0 0.00311205 0.00620411 0.0050097 0.00376679
internal_count=3121 548 2573 2080 1942
is_linear=0
shrinkage=0.1


Tree=5804
num_leaves=8
num_cat=0
split_feature=52 1 457 0 13 1 2
split_gain=3.06106e-05 5.28584e-05 6.17507e-05 6.97534e-05 6.52882e-05 4.06089e-05 7.30422e-05
threshold=-0.26636999999999994 0.11588000000000001 0.045365000000000009 -0.077999999999999986 -0.033284999999999988 0.089175000000000018 0.10444500000000002
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 -7
right_child=1 -3 -4 4 -6 6 -8
leaf_value=-0.00032340011016934511 -3.6338149448244026e-05 0.00033484519768563469 0.00036166556230714453 -0.00025770640676489544 0.00035133017604039912 -0.00083581572389006351 -0.00011055320068756002
leaf_weight=0.0010273566104278447 0.0013439664350006972 0.00180256117551276 0.0012373535172113571 0.0011176496099679018 0.0017153059233648467 0.0010625269399629706 0.0010730419621720333
leaf_count=354 1221 375 240 331 278 222 100
internal_value=0 3.31635e-05 -3.88645e-05 -0.000117375 0.000111055 -0.000303357 -0.000471399
internal_weight=0 0.00935241 0.00754984 0.00631249 0.00283296 0.00347954 0.00213557
internal_count=3121 2767 2392 2152 609 1543 322
is_linear=0
shrinkage=0.00196078


Tree=5805
num_leaves=7
num_cat=0
split_feature=52 457 151 160 1 4
split_gain=1.67935e-05 3.0743e-05 4.30727e-05 5.47131e-05 7.08348e-05 6.85347e-05
threshold=-0.23798499999999997 0.045365000000000009 -0.0056149999999999993 -1.0000000180025095e-35 0.10089500000000001 -0.083854999999999985
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=-0.012195739961358733 -0.019430225419590198 0.016410073012394163 -0.014001277905849647 0.011808748861994116 0.024365610841594901 -0.019482438017205519
leaf_weight=0.0010171305955785073 0.0010817076230208306 0.0011742692409597031 0.0015441515894817166 0.0016205620552207809 0.0016418077545803508 0.0012321256248556869
leaf_count=385 274 271 744 338 278 831
internal_value=0 0.0014187 -0.00105364 0.00223818 0.00781748 -0.00170646
internal_weight=0 0.00829462 0.00712035 0.00603865 0.0044945 0.00285269
internal_count=3121 2736 2465 2191 1447 1169
is_linear=0
shrinkage=0.1


Tree=5806
num_leaves=9
num_cat=0
split_feature=48 11 13 1 39 0 2 16
split_gain=4.81239e-05 6.42731e-05 7.80346e-05 9.10317e-05 5.93193e-05 8.38752e-05 6.2113e-05 7.24314e-05
threshold=-0.024949999999999996 1.0000000180025095e-35 -0.084034999999999985 0.08844500000000001 0.0046100000000000004 -0.053834999999999994 0.09142500000000002 -0.079109999999999986
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=0.00039507334362671255 -1.6011072320400265e-05 -0.0005060539478427417 -0.00023920801323413352 0.00072347934834511931 0.00031543290023803487 -0.00069164705007396525 -0.0003589170977821141 0.00046364186003822763
leaf_weight=0.0010167291899819539 0.0015847723278752807 0.001072510493897995 0.001052376245161043 0.0010735743567749324 0.0010012666526490344 0.0010793089376569991 0.001695500167029134 0.0012140235280306891
leaf_count=186 549 230 446 247 232 234 513 484
internal_value=0 -5.31539e-05 2.67307e-06 0.000282632 -0.000120493 -0.000207075 -7.50672e-05 0.000137282
internal_weight=0 0.00977333 0.00870082 0.00265835 0.00604248 0.00504121 0.0039619 0.0022664
internal_count=3121 2935 2705 796 1909 1677 1443 930
is_linear=0
shrinkage=0.00196078


Tree=5807
num_leaves=8
num_cat=0
split_feature=484 160 16 0 2 48 3
split_gain=1.67441e-05 2.94188e-05 4.94933e-05 8.30919e-05 4.91598e-05 2.4353e-05 1.32979e-05
threshold=0.084040000000000017 -1.0000000180025095e-35 -0.056919999999999991 -0.11756999999999999 0.096540000000000015 0.092475000000000016 -0.078934999999999991
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 -3 -5
right_child=-2 2 4 6 -6 -7 -8
leaf_value=-0.01618926858714264 0.011710441369455879 -0.016821981621116582 -0.022096247010136051 0.014136882901829923 0.0040468822179745463 0.0046961501347235505 0.030141707430328669
leaf_weight=0.0011832104181065083 0.0010681007736314087 0.0010665503631304158 0.0014630718157231414 0.0010589725792437719 0.0014148373148747094 0.0010376415143374257 0.0010183668877450838
leaf_count=632 368 182 436 717 356 82 348
internal_value=0 -0.00159666 0.000849161 0.00779555 -0.00924377 -0.00621073 0.0219829
internal_weight=0 0.00824265 0.00705944 0.00418153 0.00287791 0.00210419 0.00207734
internal_count=3121 2753 2121 1329 792 264 1065
is_linear=0
shrinkage=0.1


Tree=5808
num_leaves=6
num_cat=0
split_feature=1 15 1 15 16
split_gain=1.57283e-05 3.30533e-05 6.07293e-05 5.42091e-05 2.70659e-05
threshold=0.10937500000000001 1.0000000180025095e-35 1.0000000180025095e-35 -0.087679999999999994 -0.071854999999999988
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -2
right_child=4 -3 3 -5 -6
leaf_value=-0.012618282728401781 0.015466540413524641 -0.014905212378268088 6.1962956138489754e-05 0.029468593296757259 -0.0032168010349049427
leaf_weight=0.0018142434201977378 0.0014895789119372842 0.0016891925135023361 0.0016727055488284298 0.0010026299121712271 0.0016171748580149985
leaf_count=848 305 1153 242 330 243
internal_value=0 -0.00298128 0.00150506 0.0110826 0.0057412
internal_weight=0 0.00617877 0.00448958 0.00267534 0.00310675
internal_count=3121 2573 1420 572 548
is_linear=0
shrinkage=0.1


Tree=5809
num_leaves=8
num_cat=0
split_feature=0 12 4 47 3 15 4
split_gain=1.81435e-05 3.12255e-05 3.89729e-05 5.27853e-05 3.55044e-05 2.87272e-05 2.3327e-05
threshold=-0.060129999999999996 0.090995000000000006 -0.033174999999999989 0.087235000000000021 0.090900000000000009 -1.0000000180025095e-35 -0.39518999999999993
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -2 -7
right_child=5 -3 3 -5 -6 6 -8
leaf_value=-0.016870727256638955 0.019637601890452688 -0.016645994681179364 0.0008510638647440112 -0.013400641939460731 0.024082039666013043 -0.011082781093485972 0.009735915568791019
leaf_weight=0.0010066686289778755 0.0010456447536009929 0.001355122737287013 0.0012658498600970685 0.0010712652528676722 0.0013697696242370994 0.0010653517659941253 0.001087725497454335
leaf_count=695 259 813 717 164 159 187 127
internal_value=0 -0.00326794 0.000578182 0.00531673 0.0129245 0.00603894 -0.000565264
internal_weight=0 0.00606868 0.00471355 0.00370688 0.00263562 0.00319872 0.00215308
internal_count=3121 2548 1735 1040 876 573 314
is_linear=0
shrinkage=0.1


Tree=5810
num_leaves=9
num_cat=0
split_feature=48 16 52 0 12 0 2 2
split_gain=3.85232e-05 7.5949e-05 6.18811e-05 7.28735e-05 6.68561e-05 6.53032e-05 7.0987e-05 2.2525e-05
threshold=0.11951500000000001 -0.5048999999999999 0.11434500000000002 -0.077999999999999986 0.095175000000000023 -0.10607499999999999 0.092875000000000013 0.092120000000000021
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 5 7 6 -3 -5
right_child=-2 2 -4 4 -6 -7 -8 -9
leaf_value=0.00052951636050645808 -0.00036766692436610216 0.00027386206734700172 -0.00048073179598495273 -0.00016461283258936029 0.00060690428863301562 -0.00054918082240302841 -0.00038020248425618843 0.0002335344015736392
leaf_weight=0.0010654869631285405 0.0010022989042366244 0.0016165505419181978 0.0010127137545310567 0.0010766471224005498 0.0012434216323339783 0.0011152972812129187 0.0010538730110528898 0.0011090640377810824
leaf_count=192 114 152 437 252 342 1226 165 241
internal_value=0 3.69403e-05 -2.68493e-05 3.686e-05 0.000243914 -0.000150691 1.57379e-05 3.74133e-05
internal_weight=0 0.00929305 0.00822757 0.00721485 0.00342913 0.00378572 0.00267042 0.00218571
internal_count=3121 3007 2815 2378 835 1543 317 493
is_linear=0
shrinkage=0.00196078


Tree=5811
num_leaves=9
num_cat=0
split_feature=48 16 15 0 1 4 12 12
split_gain=4.26108e-05 6.34941e-05 6.4479e-05 5.89763e-05 0.000126038 8.24464e-05 2.7671e-05 3.2429e-05
threshold=0.11951500000000001 -0.5048999999999999 -0.14147499999999996 -0.10607499999999999 0.093575000000000019 -0.0029599999999999995 0.088305000000000008 0.093765000000000015
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=0.00047983989117310306 -0.00038696229311160077 -0.00046535628949073151 -8.9785309618946077e-05 -0.00012314004086033672 0.00081292216196946789 -0.00049167493146522721 0.00047516568317196127 -1.787907471796751e-05
leaf_weight=0.0010740945540241758 0.0010418049851138407 0.0011163137703621775 0.0014139412533242281 0.0015683842553223131 0.0010262704037587583 0.0013706281463208821 0.0010019289285304021 0.0010507744851046442
leaf_count=192 114 334 165 842 130 431 449 464
internal_value=0 3.05017e-05 -2.59581e-05 4.00418e-05 0.000289863 -8.20838e-05 7.29517e-05 0.000222777
internal_weight=0 0.00962234 0.00854824 0.00743193 0.00244021 0.00499172 0.00362109 0.0020527
internal_count=3121 3007 2815 2481 295 2186 1755 913
is_linear=0
shrinkage=0.00196078


Tree=5812
num_leaves=6
num_cat=0
split_feature=0 42 49 1 3
split_gain=1.68459e-05 2.92851e-05 5.75378e-05 5.77438e-05 6.23751e-05
threshold=1.0000000180025095e-35 0.091295000000000015 -0.006494999999999999 0.090405000000000013 0.10893000000000001
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.01900367946026495 0.0081726031135794085 0.011936696247620336 -0.014855913288685282 0.023948314773995782 -0.00646209107381337
leaf_weight=0.0019975771614251653 0.0019611029121319335 0.0012122140574361761 0.001395974238057051 0.0014876172141780252 0.0012339348164494071
leaf_count=479 325 651 1263 269 134
internal_value=0 -0.00226247 -0.00507721 0.00167908 0.0101604
internal_weight=0 0.00732732 0.0061151 0.00411753 0.00272155
internal_count=3121 2796 2145 1666 403
is_linear=0
shrinkage=0.1


Tree=5813
num_leaves=6
num_cat=0
split_feature=42 15 42 1 15
split_gain=1.6927e-05 3.75665e-05 5.15521e-05 5.84332e-05 4.06069e-05
threshold=-1.0000000180025095e-35 0.090455000000000021 0.084050000000000014 0.086560000000000012 -0.10324499999999999
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
right_child=1 -3 -4 4 -6
leaf_value=-0.0098679488175416261 0.019992881130926954 0.018740577092891605 -0.014621932506532829 0.011459191778747687 -0.012309992051200284
leaf_weight=0.0014771219179818846 0.001624514193247223 0.0011215830842151867 0.0019693449553931722 0.0011455655612545247 0.0019290328326726752
leaf_count=862 257 431 1040 192 339
internal_value=0 0.00180783 -0.00104013 0.00465186 -0.00345382
internal_weight=0 0.00779004 0.00666846 0.00469911 0.0030746
internal_count=3121 2259 1828 788 531
is_linear=0
shrinkage=0.1


Tree=5814
num_leaves=10
num_cat=0
split_feature=147 52 150 159 133 15 2 16 0
split_gain=8.12174e-05 9.72288e-05 4.0136e-05 4.62841e-05 0.000108862 0.000103075 0.000170394 7.7536e-05 6.05918e-05
threshold=1.0000000180025095e-35 0.15915500000000002 0.089910000000000018 0.089465000000000017 -1.0000000180025095e-35 -0.13578499999999996 0.10097500000000002 -0.083539999999999989 -0.060129999999999996
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=-0.00047811518839207292 0.00051984461691834312 -0.00063833390050169821 -0.00035885392987804009 -0.0003390362306132502 -0.00032359556455844728 0.00095978347892142235 -0.00023501322685747078 -1.1135622089820235e-06 0.00064367319349562674
leaf_weight=0.0010469192936637482 0.0010230684945718204 0.0010062136568502857 0.0010415029967417279 0.0010282513087453921 0.0011454131416976064 0.001232050484626628 0.0014528252529082816 0.0010342799447675484 0.0012227673985681664
leaf_count=758 183 363 194 304 214 168 297 541 99
internal_value=0 -5.96345e-05 3.63091e-06 4.98825e-05 0.000105937 0.000206384 0.00032922 0.000564161 0.000348203
internal_weight=0 0.0102102 0.00920401 0.00816251 0.00713426 0.00608734 0.00494192 0.0034891 0.00225705
internal_count=3121 2938 2575 2381 2077 1319 1105 808 640
is_linear=0
shrinkage=0.00196078


Tree=5815
num_leaves=8
num_cat=0
split_feature=48 11 13 1 3 1 43
split_gain=5.05651e-05 6.5145e-05 7.17626e-05 6.02764e-05 5.20785e-05 7.0733e-05 6.65444e-05
threshold=-0.024949999999999996 1.0000000180025095e-35 -0.084034999999999985 0.08844500000000001 0.10893000000000001 0.094465000000000007 -0.088004999999999986
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -4
right_child=1 -3 4 -5 -6 -7 -8
leaf_value=0.00041968071958980112 4.0505211716769624e-05 -0.0005000229430012444 0.00014445555160034907 0.00064526049110906936 -0.00044982793783814745 0.00029239364238718371 -0.00046693673962046995
leaf_weight=0.0010103961927833563 0.0015684144255386054 0.0010597108664291187 0.0012036284308197748 0.0010631765975767878 0.0013069177383302488 0.0018354729814650307 0.0015866968739199571
leaf_count=186 549 230 326 247 78 428 1077
internal_value=0 -4.14119e-05 1.53347e-05 0.00028483 -0.000104206 -6.55792e-06 -0.000203208
internal_weight=0 0.00962402 0.00856431 0.00263159 0.00593272 0.0046258 0.00279033
internal_count=3121 2935 2705 796 1909 1831 1403
is_linear=0
shrinkage=0.00196078


Tree=5816
num_leaves=9
num_cat=0
split_feature=48 16 15 15 16 133 52 4
split_gain=3.5409e-05 7.07047e-05 6.30176e-05 5.46494e-05 6.07561e-05 8.48607e-05 0.000208161 5.27391e-05
threshold=0.11951500000000001 -0.5048999999999999 -0.14147499999999996 -0.095244999999999982 0.0057500000000000008 1.0000000180025095e-35 -0.088204999999999992 -0.077679999999999985
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 7 6 -6 -5
right_child=-2 2 3 4 5 -7 -8 -9
leaf_value=0.00050359685437670256 -0.00035558704018300019 -0.00047748653050078539 0.00041343435689211386 3.3378018679841885e-05 -0.00022605981352282384 -0.00032888488238706347 0.00094989907386758873 -0.00051782487140567435
leaf_weight=0.0010698478444209616 0.0010198841961132086 0.0010642220772495211 0.001212111339768074 0.0012421414186440925 0.0011973332944843987 0.001053288105391092 0.0011201481687053033 0.0014422742932265467
leaf_count=192 114 334 176 726 268 262 150 899
internal_value=0 2.90715e-05 -3.18622e-05 3.3395e-05 -4.26803e-05 0.000132595 0.000342337 -0.000262771
internal_weight=0 0.00940137 0.00833152 0.0072673 0.00605519 0.00337077 0.00231748 0.00268442
internal_count=3121 3007 2815 2481 2305 680 418 1625
is_linear=0
shrinkage=0.00196078


Tree=5817
num_leaves=8
num_cat=0
split_feature=15 151 15 52 13 1 4
split_gain=3.97246e-05 5.07785e-05 5.00668e-05 5.32349e-05 0.000108755 5.55176e-05 0.000150795
threshold=-0.24436499999999997 -0.086224999999999982 -0.095869999999999983 0.11434500000000002 -0.095304999999999987 0.086560000000000012 0.0061450000000000003
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=0.00035751950885122178 0.00036343195643350357 -0.0004231950075676452 0.00050063476779564717 -0.00044856182350345352 0.00013225900563971588 -0.0008566190599846599 0.00011457229144836432
leaf_weight=0.0010165307705158862 0.0010185664873623842 0.0015133363837797117 0.0014832814745264801 0.0010000183869638577 0.0019970190956239719 0.0010843209224718783 0.0014191063327240567
leaf_count=253 269 290 180 376 1136 485 132
internal_value=0 -5.0273e-05 -9.98649e-05 -2.98012e-05 4.01834e-05 -0.000111575 -0.000306084
internal_weight=0 0.00951565 0.00849708 0.00698375 0.00598373 0.00450045 0.00250343
internal_count=3121 2868 2599 2309 1933 1753 617
is_linear=0
shrinkage=0.00196078


Tree=5818
num_leaves=7
num_cat=0
split_feature=47 4 12 151 1 13
split_gain=1.6329e-05 5.57782e-05 4.05692e-05 4.98237e-05 0.000146826 1.90417e-05
threshold=0.12431000000000002 0.24564500000000003 0.09857500000000001 -0.0052199999999999989 0.083835000000000007 -0.029529999999999997
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=0.017133246767433358 -0.012118725865385862 0.016475054294091015 -0.021327500156558873 0.0028890802237975829 -0.025663822408150246 0.02145384240655061
leaf_weight=0.0013393914324902256 0.0010033037986808711 0.0018933426292612994 0.0010216394915369157 0.0010818582008398176 0.0018763964518384892 0.0011291262046111694
leaf_count=430 91 402 398 695 632 473
internal_value=0 0.00138414 -0.00304675 0.000394763 -0.00509026 0.0123699
internal_weight=0 0.00834175 0.00644841 0.00542677 0.00408738 0.00221098
internal_count=3121 3030 2628 2230 1800 1168
is_linear=0
shrinkage=0.1


Tree=5819
num_leaves=9
num_cat=0
split_feature=4 133 43 42 159 3 49 2
split_gain=5.3673e-05 7.17916e-05 7.33203e-05 7.69142e-05 6.74039e-05 0.00011645 7.58572e-05 7.98741e-05
threshold=-0.49013999999999996 0.083950000000000011 0.054355000000000007 0.08623500000000002 0.076905000000000015 -1.0000000180025095e-35 -0.006494999999999999 0.10699500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 -8
right_child=1 -3 -4 -5 -6 6 7 -9
leaf_value=-0.00043655895169291439 -0.00071169352870816926 0.00043702962484815365 -0.00050703111007594653 0.00042383810904436051 0.00038175014039783071 -0.00032008488412949314 0.00063200917224949472 -0.00012813033364444934
leaf_weight=0.0010131196558748655 0.0011380922309239989 0.0014717860303392625 0.0010892514578928194 0.0015660732682801284 0.0010648812185588457 0.0015796359740013477 0.0010498090269500677 0.0010764036536668603
leaf_count=169 584 990 336 538 231 125 68 80
internal_value=0 3.69859e-05 -3.17633e-05 3.74933e-05 -6.49035e-05 -0.000163095 5.38375e-06 0.000247186
internal_weight=0 0.0100359 0.00856415 0.0074749 0.00590882 0.00484394 0.00370585 0.00212621
internal_count=3121 2952 1962 1626 1088 857 273 148
is_linear=0
shrinkage=0.00196078


Tree=5820
num_leaves=8
num_cat=0
split_feature=14 15 16 2 2 2 52
split_gain=2.71772e-05 6.27375e-05 3.81019e-05 8.55454e-05 8.37816e-05 7.89409e-05 4.74684e-05
threshold=-1.0000000180025095e-35 -0.10653 -0.088394999999999987 0.10644500000000001 0.090050000000000005 0.092875000000000013 -0.0064899999999999992
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 5 4 6 -3 -4
right_child=1 2 3 -5 -6 -7 -8
leaf_value=-0.00030934829771072823 0.00040243037540240925 5.7131292028707151e-05 -0.00015929666931672928 0.00047531355385783616 -0.0005004354161909319 -0.00065532976639247418 0.0003668995647503672
leaf_weight=0.001052145682743452 0.0014188189405787725 0.0013923105853963318 0.0013156930697464282 0.0013408745952615759 0.0013225878746361145 0.0010479457192190463 0.0013208253596163602
leaf_count=161 388 394 491 351 480 200 656
internal_value=0 2.33934e-05 -4.60858e-05 4.72626e-05 -9.77102e-05 -0.000248829 0.000104314
internal_weight=0 0.00915906 0.00774024 0.00529998 0.00395911 0.00244026 0.00263652
internal_count=3121 2960 2572 1978 1627 594 1147
is_linear=0
shrinkage=0.00196078


Tree=5821
num_leaves=9
num_cat=0
split_feature=48 3 13 1 2 2 0 12
split_gain=4.11229e-05 6.54504e-05 0.000118967 0.000122116 8.03374e-05 7.51014e-05 3.78632e-05 3.36809e-05
threshold=-0.024949999999999996 -0.078934999999999991 -0.061684999999999997 0.08844500000000001 0.083995000000000014 0.11215000000000001 -0.13027499999999997 0.089570000000000025
decision_type=2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 -2 6 -4 -6
right_child=1 2 5 -5 7 -7 -8 -9
leaf_value=0.00037090056144369526 -0.00068158533063192609 -4.3567349264914887e-05 0.00025983913626142005 0.00085062620704516969 0.00020505961134536032 -0.00055270896208635747 -0.00019990469592176928 -0.00027729590529381256
leaf_weight=0.001006793699399767 0.0011669205639421444 0.001128223928715848 0.0014439546354642198 0.001224417231309173 0.0010666202141692497 0.0011672201715220753 0.0013167978207659155 0.0011638383131301279
leaf_count=186 472 271 131 367 748 181 326 439
internal_value=0 -4.54812e-05 7.31133e-05 0.00042181 -0.000264723 -0.000135737 4.05548e-05 -4.66303e-05
internal_weight=0 0.00967799 0.00628061 0.00235264 0.00339738 0.00392797 0.00276075 0.00223046
internal_count=3121 2935 1276 638 1659 638 457 1187
is_linear=0
shrinkage=0.00196078


Tree=5822
num_leaves=8
num_cat=0
split_feature=11 13 160 51 1 0 1
split_gain=1.80783e-05 2.59812e-05 4.26108e-05 4.82699e-05 3.90985e-05 3.84788e-05 4.43561e-05
threshold=0.078065000000000009 -0.084034999999999985 -0.081069999999999989 -0.031924999999999995 0.08844500000000001 -0.077809999999999976 0.094090000000000021
decision_type=2 2 2 2 2 2 2
left_child=1 4 -3 -4 -1 6 -5
right_child=-2 2 3 5 -6 -7 -8
leaf_value=-0.00074845654758470381 -0.01269391257578505 0.016587311034620199 -0.024530457116166467 -0.024090241722798614 0.024649232308185484 0.01301207535209411 0.0031867126198527906
leaf_weight=0.0014281082219372765 0.0010133397148866458 0.0010045436785591682 0.0010940489457724922 0.0010169844488821583 0.0010531197581216498 0.0013306503800974497 0.0014407026007607609
leaf_count=584 211 373 316 692 275 482 188
internal_value=0 0.00144848 -0.00216898 -0.00602806 0.0100312 -0.000684673 -0.00810042
internal_weight=0 0.00836816 0.00588693 0.00488239 0.00248123 0.00378834 0.00245769
internal_count=3121 2910 2051 1678 859 1362 880
is_linear=0
shrinkage=0.1


Tree=5823
num_leaves=6
num_cat=0
split_feature=15 43 16 2 2
split_gain=1.85833e-05 2.89707e-05 5.04534e-05 3.47678e-05 6.00317e-05
threshold=-0.11713499999999999 -0.17390999999999998 0.22339500000000004 0.099185000000000009 0.084245000000000014
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.0094171001835567439 0.015260468583839865 0.012289213561027832 -0.018712307177586675 0.015639769148541767 -0.014505376661963627
leaf_weight=0.0017336186782507127 0.0013637706583293609 0.0015534675409410808 0.0012594799783934426 0.0016359161018807983 0.001810840504337326
leaf_count=484 184 671 385 398 999
internal_value=0 0.00205331 -0.000824073 0.0036817 -0.00213299
internal_weight=0 0.00762347 0.0062597 0.00500022 0.00336431
internal_count=3121 2637 2453 2068 1670
is_linear=0
shrinkage=0.1


Tree=5824
num_leaves=9
num_cat=0
split_feature=48 3 39 2 48 4 16 15
split_gain=3.92729e-05 4.83337e-05 7.10565e-05 0.00011894 5.6498e-05 0.000103226 6.26893e-05 3.08605e-05
threshold=-0.024949999999999996 0.13524500000000003 0.0046100000000000004 0.11215000000000001 0.091545000000000015 -0.10429499999999998 -0.088394999999999987 -0.0072999999999999992
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 -8
right_child=1 -3 -4 -5 -6 6 7 -9
leaf_value=0.00036120647989124044 -0.00070813678629678229 0.00027784941880622667 0.00032876927941941151 -0.00073735605179589406 0.00032892178140718432 -0.00030996062338590867 -1.672904866286629e-05 0.00046637314671143268
leaf_weight=0.001004478352677851 0.0010265219763464367 0.001493659695744839 0.0012266973799067169 0.0012252264805264279 0.0011289640899432183 0.0014672209732382435 0.0010296069673209152 0.0010042137178372628
leaf_count=186 219 169 310 266 197 474 508 792
internal_value=0 -4.62772e-05 -0.000105985 -0.000183481 -6.35096e-05 -0.000161364 -1.04733e-06 0.000221806
internal_weight=0 0.00960211 0.00810845 0.00688175 0.00565653 0.00452756 0.00350104 0.00203382
internal_count=3121 2935 2766 2456 2190 1993 1774 1300
is_linear=0
shrinkage=0.00196078


Tree=5825
num_leaves=8
num_cat=0
split_feature=52 160 52 51 52 2 43
split_gain=1.73797e-05 7.54321e-05 4.8131e-05 3.83095e-05 3.40971e-05 9.94314e-05 7.28656e-05
threshold=-0.046924999999999988 -1.0000000180025095e-35 -0.088204999999999992 -0.092264999999999986 0.10347000000000002 0.10613000000000002 -0.0037449999999999996
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 -3
right_child=1 4 -4 -5 -6 -7 -8
leaf_value=0.01043393713108055 -0.025467981058986212 -0.011031398945482379 0.022232155623293753 -0.017224943179432298 0.018317737610551114 -0.024976348583013067 0.022650167330917362
leaf_weight=0.0010009318139390837 0.001216774838995364 0.0010794828293515097 0.0011544437178617629 0.0010021421578070644 0.0010495865605788359 0.0012715181178522021 0.0015859548022269904
leaf_count=277 743 593 273 403 204 210 418
internal_value=0 -0.00314456 0.00596912 -0.00340386 0.00230262 -0.00196699 0.00900938
internal_weight=0 0.00620332 0.00315752 0.00200307 0.00498654 0.00393696 0.00266544
internal_count=3121 2168 953 680 1425 1221 1011
is_linear=0
shrinkage=0.1


Tree=5826
num_leaves=8
num_cat=0
split_feature=11 3 3 13 47 13 52
split_gain=5.11643e-05 4.65441e-05 6.92418e-05 7.4889e-05 8.75559e-05 8.46352e-05 6.75847e-05
threshold=0.079915000000000014 -0.12018999999999998 -0.078934999999999991 -0.061684999999999997 0.092710000000000015 -0.10278499999999999 -0.0064899999999999992
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 5 6 -4 -5
right_child=-2 2 3 4 -6 -7 -8
leaf_value=0.00038639719492708562 -0.00042702979708044195 -0.00039886694148243807 2.8077863692779364e-05 -0.00018525509434278982 -0.00053826783943670292 0.00076745160687819911 0.00038874645575998269
leaf_weight=0.0012493310757981666 0.0010270437968351075 0.0015133242540581963 0.0014110179354906705 0.0016911605271155575 0.0012064108771522729 0.0010295230544975639 0.0014777885055552767
leaf_count=158 199 1392 202 304 115 465 286
internal_value=0 3.34776e-05 -1.94581e-05 6.47815e-05 -8.87203e-05 0.000339977 8.24213e-05
internal_weight=0 0.00957856 0.00832923 0.0068159 0.00437536 0.00244054 0.00316895
internal_count=3121 2922 2764 1372 705 667 590
is_linear=0
shrinkage=0.00196078


Tree=5827
num_leaves=9
num_cat=0
split_feature=48 16 52 0 0 13 1 1
split_gain=4.43753e-05 8.38238e-05 6.18901e-05 4.58569e-05 8.68153e-05 6.1924e-05 4.74447e-05 3.16344e-05
threshold=0.11951500000000001 -0.5048999999999999 0.11434500000000002 -0.084269999999999984 -0.22491999999999998 -0.076384999999999995 0.09697500000000002 0.10254500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5 -6 -7
right_child=-2 2 -4 5 6 7 -8 -9
leaf_value=0.00053971856742091864 -0.00039456332933871115 0.00033552904066642844 -0.00047351296601548043 0.00051827944511006606 -0.00064708834060684685 -0.00016006083834355794 -8.569067527960513e-05 0.0002785334241132929
leaf_weight=0.0011141291476688938 0.001027985976279064 0.0010306052992937742 0.0010685608325356885 0.0013311275925486392 0.0010869521947710343 0.0017114059676333138 0.0012379327626971391 0.0010026856747655877
leaf_count=192 114 63 437 324 819 761 182 229
internal_value=0 3.41165e-05 -3.23953e-05 3.12961e-05 -0.000138172 0.000171869 -0.000348161 1.97208e-06
internal_weight=0 0.0095834 0.00846927 0.00740071 0.00335549 0.00404522 0.00232488 0.00271409
internal_count=3121 3007 2815 2378 1064 1314 1001 990
is_linear=0
shrinkage=0.00196078


Tree=5828
num_leaves=9
num_cat=0
split_feature=15 151 160 13 52 133 1 0
split_gain=3.46644e-05 4.17869e-05 6.67807e-05 7.03716e-05 7.18963e-05 5.41941e-05 5.22041e-05 4.03327e-05
threshold=-0.24436499999999997 -0.085764999999999994 -0.082299999999999984 -0.061684999999999997 -0.088204999999999992 0.024320000000000005 0.091615000000000016 -0.077809999999999976
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 6 -4 -6
right_child=1 2 3 4 7 -7 -8 -9
leaf_value=0.00033759506658844927 0.00033349109909155381 -0.00056215148523606985 -0.00028736189579225632 -0.00062453789291430802 -0.00022024609979150734 0.00057998150328514568 0.00034060939685635601 0.00021887781813786648
leaf_weight=0.001024678181899317 0.0010162933248617353 0.0010034880162167166 0.001030959509173112 0.0010679888348065322 0.0019558197969617164 0.0010003494928937946 0.0010052113438661083 0.001365676376275137
leaf_count=253 275 480 348 300 601 388 203 273
internal_value=0 -4.21058e-05 -8.73892e-05 -2.32339e-05 -0.000181991 0.000206259 2.26533e-05 -3.96946e-05
internal_weight=0 0.00944579 0.00842949 0.00742601 0.00438949 0.00303652 0.00203617 0.0033215
internal_count=3121 2868 2593 2113 1174 939 551 874
is_linear=0
shrinkage=0.00196078


Tree=5829
num_leaves=8
num_cat=0
split_feature=50 484 43 51 52 15 0
split_gain=1.62205e-05 3.25348e-05 2.79773e-05 4.33133e-05 4.7383e-05 5.08811e-05 6.35469e-05
threshold=0.088425000000000017 0.084040000000000017 -0.14968999999999996 -0.0078149999999999973 0.084960000000000022 -0.095869999999999983 -0.10096999999999999
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=0.011133671605447704 -0.011615557346640281 0.018316471183996329 0.013744402909112269 -0.018036208801403428 -0.026771626948595192 0.021727234212027099 -0.012095796392028599
leaf_weight=0.0015279427178309006 0.0010791031756768174 0.0010018028467900369 0.0011028991669290271 0.0013638963926106752 0.0010695016767162751 0.001230338988783538 0.0010127036998828479
leaf_count=212 560 323 411 315 608 162 530
internal_value=0 0.00141657 -0.00090035 -0.00408191 -0.00828609 -0.0028049 0.00645659
internal_weight=0 0.00830909 0.00730728 0.00577934 0.00467644 0.00360694 0.00224304
internal_count=3121 2561 2238 2026 1615 1007 692
is_linear=0
shrinkage=0.1


Tree=5830
num_leaves=6
num_cat=0
split_feature=42 160 43 2 15
split_gain=1.70974e-05 3.8012e-05 4.54851e-05 4.89848e-05 5.57946e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 0.089885000000000007 -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=-0.0098756336347476433 -0.010605406242907248 0.020411217940521507 -0.0160044934533227 0.019545141572474552 -0.0071317959380351103
leaf_weight=0.0014953396425689955 0.0018821904939233186 0.001553551267385384 0.0012763049890864258 0.0016961406439625279 0.0014578856618588086
leaf_count=862 828 482 418 258 273
internal_value=0 0.00178944 0.00568815 0.000525322 0.00721426
internal_weight=0 0.00786607 0.00598388 0.00443033 0.00315403
internal_count=3121 2259 1431 949 531
is_linear=0
shrinkage=0.1


Tree=5831
num_leaves=8
num_cat=0
split_feature=48 3 39 2 48 4 16
split_gain=4.45437e-05 5.74295e-05 7.33839e-05 0.000107682 5.71777e-05 0.000105875 6.83578e-05
threshold=-0.024949999999999996 0.13524500000000003 0.0046100000000000004 0.11215000000000001 0.091545000000000015 -0.084369999999999987 -0.088394999999999987
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=0.00038676557699638249 -0.000686006585799053 0.00030859495539698226 0.00033137022051283704 -0.00071912108827465373 0.000323771833830709 -0.000315942876001771 0.00024592671141010828
leaf_weight=0.0010134651576260605 0.0011539874129591603 0.0014874035865785956 0.0012254670046654721 0.0012148439858971245 0.0011077780930559573 0.0014727121420893691 0.0019149680291975727
leaf_count=186 483 169 310 266 197 434 1076
internal_value=0 -4.55102e-05 -0.000110617 -0.000189524 -7.56405e-05 -0.000173063 1.66748e-06
internal_weight=0 0.00957716 0.00808976 0.00686429 0.00564945 0.00454167 0.00338768
internal_count=3121 2935 2766 2456 2190 1993 1510
is_linear=0
shrinkage=0.00196078


Tree=5832
num_leaves=8
num_cat=0
split_feature=0 43 1 2 3 3 13
split_gain=1.45375e-05 3.44152e-05 3.2954e-05 3.63124e-05 5.35038e-05 6.47172e-06 4.68861e-06
threshold=-0.060129999999999996 -0.090299999999999991 0.083135000000000014 0.089775000000000008 0.12178000000000001 -0.06977499999999999 -0.00051499999999999994
decision_type=2 2 2 2 2 2 2
left_child=2 -2 -1 6 -5 -3 -4
right_child=1 5 3 4 -6 -7 -8
leaf_value=-0.018886575327093837 -0.0079228952589950486 0.019061081060880496 -0.0051938380761385669 0.017339360972443787 -0.010089587077263568 0.0077244086084783219 -0.014872493430879555
leaf_weight=0.0010685408083969039 0.001216117568365776 0.0010050163533157565 0.0010008280635261946 0.0019400135484859814 0.0011227163784615773 0.0010092193561126147 0.0010012198131583193
leaf_count=1510 113 219 488 273 134 241 143
internal_value=0 0.00536076 -0.0029281 0.000438731 0.00728463 0.0133809 -0.0100341
internal_weight=0 0.00323035 0.00613332 0.00506478 0.00306273 0.00201424 0.00200205
internal_count=3121 573 2548 1038 407 460 631
is_linear=0
shrinkage=0.1


Tree=5833
num_leaves=8
num_cat=0
split_feature=3 39 51 15 0 2 12
split_gain=1.44513e-05 3.49215e-05 4.25153e-05 3.82043e-05 6.66188e-05 4.68115e-05 5.4639e-05
threshold=0.13524500000000003 0.085060000000000011 0.087505000000000013 -0.11713499999999999 -0.053834999999999994 0.090545000000000014 0.088305000000000008
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=-0.01861599933224771 0.0093111238204758983 0.015512349864023656 -0.022913287761410963 0.0032491845009686854 -0.015312474551958747 -0.0067586908236464474 0.033874126746966847
leaf_weight=0.0010151482493626629 0.0013988446951367301 0.0010253150620831777 0.0010387981377289824 0.0011843533025289454 0.0014429880911883486 0.0010942889807815837 0.001146560498622141
leaf_count=251 192 308 321 719 279 538 513
internal_value=0 -0.00171124 -0.00426242 -0.000969307 0.0027105 0.0103033 0.0183134
internal_weight=0 0.00794745 0.00692214 0.00588334 0.00486819 0.0034252 0.00233091
internal_count=3121 2929 2621 2300 2049 1770 1232
is_linear=0
shrinkage=0.1


Tree=5834
num_leaves=7
num_cat=0
split_feature=47 4 12 151 1 2
split_gain=1.65332e-05 5.38715e-05 3.2912e-05 4.3192e-05 0.000128232 2.21106e-05
threshold=0.12431000000000002 0.24564500000000003 0.09857500000000001 -0.0052199999999999989 0.083835000000000007 0.092235000000000025
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=0.015736560849170148 -0.012191149175952831 0.016264057238764666 -0.01942282955202981 0.0215046503969872 -0.024241104732663478 0.0014617253473696102
leaf_weight=0.0013387520305891245 0.0010017229416173024 0.0018869784017293443 0.0010206612604577083 0.00108955496037747 0.0018680225991061527 0.00111228190776833
leaf_count=430 91 402 398 830 632 338
internal_value=0 0.00140767 -0.00295264 0.00015545 -0.00496985 0.0113797
internal_weight=0 0.00831625 0.00642927 0.00540861 0.00406986 0.00220184
internal_count=3121 3030 2628 2230 1800 1168
is_linear=0
shrinkage=0.1


Tree=5835
num_leaves=8
num_cat=0
split_feature=48 3 39 2 48 0 0
split_gain=6.34832e-05 5.95081e-05 8.04813e-05 0.000112372 5.84291e-05 0.000100792 7.86429e-05
threshold=-0.024949999999999996 0.13524500000000003 0.0046100000000000004 0.11215000000000001 0.091545000000000015 -0.053834999999999994 -0.10224499999999999
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=0.00045197507739086446 -0.0003175326438567711 0.00029370782486449896 0.0003317438780104899 -0.00075647350439011628 0.00030262185131852564 -0.0006878896799413541 0.00028770660824386433
leaf_weight=0.0010123404467500549 0.0016877176265478945 0.0015030525129072414 0.0012235017671612695 0.0012095339168339573 0.0011222592439484314 0.0011860803512727955 0.0016154686291814273
leaf_count=186 245 169 310 266 197 208 1540
internal_value=0 -6.44171e-05 -0.000131329 -0.000214391 -9.75486e-05 -0.000197586 -2.15321e-05
internal_weight=0 0.00954761 0.00804456 0.00682106 0.00561153 0.00448927 0.00330319
internal_count=3121 2935 2766 2456 2190 1993 1785
is_linear=0
shrinkage=0.00196078


Tree=5836
num_leaves=9
num_cat=0
split_feature=48 48 1 12 2 3 2 0
split_gain=3.52065e-05 9.00095e-05 4.81184e-05 7.0101e-05 7.5321e-05 7.20001e-05 5.79713e-05 4.07054e-05
threshold=0.11951500000000001 0.093265000000000015 0.111945 0.090455000000000021 0.092755000000000018 -0.055119999999999995 0.097220000000000015 -0.071719999999999992
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -5 -4
right_child=-2 -3 7 6 -6 -7 -8 -9
leaf_value=-0.00046368470593222128 -0.00034980314724486852 0.00056193558972494407 0.00048751956018655194 -0.00016027971242414554 -0.00058762300753142785 0.00020294126253347626 0.00048901292874745355 -5.8105882946810575e-05
leaf_weight=0.0010210342401545205 0.0010403605311839871 0.0010846877907266976 0.001070918253512161 0.0010381153019522933 0.0016936293913452846 0.0015975513022934503 0.0010773274604713157 0.0010325078205957127
leaf_count=1008 114 239 171 546 315 188 336 204
internal_value=0 2.9911e-05 -3.77335e-05 -0.000121974 -0.000265396 -5.69884e-05 0.000170384 0.000219689
internal_weight=0 0.00961577 0.00853108 0.00642766 0.00431221 0.00261859 0.00211544 0.00210343
internal_count=3121 3007 2768 2393 1511 1196 882 375
is_linear=0
shrinkage=0.00196078


Tree=5837
num_leaves=8
num_cat=0
split_feature=15 16 2 47 4 0 0
split_gain=4.91429e-05 6.39644e-05 9.6055e-05 7.52446e-05 0.000113491 4.81128e-05 7.17503e-05
threshold=-0.24436499999999997 -0.36241499999999999 0.11067500000000001 0.085270000000000026 -0.35136499999999998 -0.077999999999999986 -0.11991499999999998
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=0.00040075442456572054 -0.00039196663740868464 -0.00077988031045506405 0.00042944250552724836 0.00026964359742484464 8.7988589755799316e-05 0.00028562243830154959 -0.00060115078166076829
leaf_weight=0.0010209769315469549 0.0017404916380893498 0.0010687083963554526 0.0017449071490541713 0.0016336877548043284 0.0013536573291861784 0.0011185331827090255 0.0010174453994052787
leaf_count=253 248 156 352 291 185 415 1221
internal_value=0 -5.15511e-05 2.30987e-05 -9.14086e-05 -0.000220808 -4.95907e-05 -0.000207723
internal_weight=0 0.00967743 0.00793694 0.00619203 0.00455834 0.00348964 0.0023711
internal_count=3121 2868 2620 2268 1977 1821 1406
is_linear=0
shrinkage=0.00196078


Tree=5838
num_leaves=7
num_cat=0
split_feature=42 160 151 16 2 2
split_gain=1.52078e-05 3.42331e-05 5.92559e-05 6.49851e-05 6.53777e-05 8.61554e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 0.16703000000000004 0.086885000000000004 0.11215000000000001
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=-0.0093089729657122363 -0.010056711906523519 -0.014387721957716268 -4.1258964780703282e-05 -0.0089085286295617801 0.046651533217419633 0.0066570355771840535
leaf_weight=0.0014977187317012581 0.0018868082655806974 0.0012080387830017535 0.0013239531738522539 0.0012755264147622861 0.0011651973222497212 0.0010016277329055747
leaf_count=862 828 300 406 278 274 173
internal_value=0 0.00168581 0.00539432 0.0104082 0.0174664 0.0281638
internal_weight=0 0.00786115 0.00597434 0.0047663 0.00349078 0.00216683
internal_count=3121 2259 1431 1131 853 447
is_linear=0
shrinkage=0.1


Tree=5839
num_leaves=7
num_cat=0
split_feature=16 1 16 0 15 43
split_gain=1.66408e-05 5.78383e-05 5.08207e-05 3.52926e-05 3.76741e-05 2.94424e-05
threshold=0.38525000000000004 0.077565000000000009 -0.008904999999999998 -0.11756999999999999 -0.10653 -1.0000000180025095e-35
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=-0.027318855286802852 0.010189096774812225 0.0042114082159538397 0.02033425600945719 0.0088045315080845978 -0.020325887286994183 -0.0043553053557244458
leaf_weight=0.001079760608923156 0.0013540085372052398 0.0011278196239554784 0.0013681696636006421 0.0018364473809196744 0.0014055662355384885 0.0011561976786633808
leaf_count=1154 311 149 356 613 181 357
internal_value=0 -0.00180128 0.00351518 -0.00175078 -0.00940231 -0.0154446
internal_weight=0 0.00797396 0.005738 0.00436983 0.00253339 0.00223596
internal_count=3121 2810 1299 943 330 1511
is_linear=0
shrinkage=0.1


Tree=5840
num_leaves=7
num_cat=0
split_feature=0 13 15 16 51 13
split_gain=1.68122e-05 2.83947e-05 2.68672e-05 8.45146e-05 5.96709e-05 4.23144e-05
threshold=-0.019414999999999998 0.030370000000000005 -0.0088349999999999974 -0.056919999999999991 0.082455000000000014 -0.0034749999999999994
decision_type=2 2 2 2 2 2
left_child=2 -2 3 4 -1 -4
right_child=1 -3 5 -5 -6 -7
leaf_value=-0.0081954102135069467 -0.0025182058812460656 0.019886440948866574 0.017927733039839227 -0.026269430794406919 0.020969382798396718 -0.0082381881626821703
leaf_weight=0.0018856682453073979 0.001280995099117981 0.001012986718429452 0.0013403163742451174 0.0015223502232661053 0.001117136504366517 0.0011468853601602452
leaf_count=476 207 158 943 777 225 335
internal_value=0 0.00737534 -0.00248688 -0.00707588 0.0026548 0.00586224
internal_weight=0 0.00229398 0.00701236 0.00452515 0.0030028 0.0024872
internal_count=3121 365 2756 1478 701 1278
is_linear=0
shrinkage=0.1


Tree=5841
num_leaves=9
num_cat=0
split_feature=147 48 48 1 4 15 4 3
split_gain=8.46211e-05 6.37695e-05 0.000103026 7.71568e-05 0.000116197 5.22134e-05 5.7391e-05 8.79323e-05
threshold=1.0000000180025095e-35 0.11951500000000001 0.093265000000000015 0.111945 0.08184000000000001 -0.090644999999999989 -0.083854999999999985 -0.08824499999999999
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=0.00028742550601322194 0.00053417172608619232 -0.00052657164537120752 0.0005333277955515476 0.00025728892272274011 -0.0007948605080544364 -0.00039189942109900291 -0.00051520958536751952 0.00035023214255653745
leaf_weight=0.0011740056707204597 0.0010067815884244593 0.0010209401232068671 0.0011698605823057132 0.0018709222034793659 0.0010394506017962872 0.0011888173313428043 0.0013230768004806148 0.0012691158540042444
leaf_count=275 183 107 237 327 186 350 1231 225
internal_value=0 -6.20676e-05 -9.5809e-06 -9.03306e-05 -0.000198825 -7.37908e-05 -0.000185949 -8.71125e-06
internal_weight=0 0.0100562 0.00903525 0.00786539 0.00599447 0.00495502 0.00378101 0.00245793
internal_count=3121 2938 2831 2594 2267 2081 1806 575
is_linear=0
shrinkage=0.00196078


Tree=5842
num_leaves=7
num_cat=0
split_feature=50 160 12 13 1 3
split_gain=1.6023e-05 2.7159e-05 4.28976e-05 5.92033e-05 5.21277e-05 0.000104516
threshold=0.088425000000000017 -0.081069999999999989 0.097825000000000009 -0.076599999999999988 0.10727500000000002 -0.0087149999999999988
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=0.015339894113234049 -0.011567120036868305 0.0095544250787829767 0.013067331442724026 -0.027754755166784613 -0.029743277934577008 0.014426717854127136
leaf_weight=0.0012005082841381881 0.0010704890437251311 0.0017917890319384846 0.0016696248772583022 0.0010502141853772648 0.0011964698204783501 0.0013329558373403299
leaf_count=455 560 683 375 702 187 159
internal_value=0 0.00143753 -0.000932835 -0.00528457 -0.0127122 -0.00416179
internal_weight=0 0.00824156 0.00704105 0.00537143 0.00357964 0.00238317
internal_count=3121 2561 2106 1731 1048 861
is_linear=0
shrinkage=0.1


Tree=5843
num_leaves=6
num_cat=0
split_feature=1 15 52 4 12
split_gain=1.79343e-05 3.23815e-05 5.65486e-05 5.62974e-05 2.86464e-05
threshold=0.10937500000000001 1.0000000180025095e-35 -0.081429999999999989 -0.0016099999999999997 0.051320000000000005
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -2
right_child=4 -3 3 -5 -6
leaf_value=0.020326331583885027 0.013699144441670861 -0.015000007969732738 0.0071811322107279323 -0.018815309948262818 -0.0060557226404638585
leaf_weight=0.0011555400817274586 0.0019188407905667802 0.0016835844021412805 0.001729301610741154 0.0016072817813144902 0.0011888200352715783
leaf_count=548 369 1153 405 467 179
internal_value=0 -0.00317195 0.00126104 -0.00534174 0.00614202
internal_weight=0 0.00617571 0.00449212 0.00333658 0.00310766
internal_count=3121 2573 1420 872 548
is_linear=0
shrinkage=0.1


Tree=5844
num_leaves=8
num_cat=0
split_feature=48 48 1 160 13 0 52
split_gain=3.42189e-05 0.000102293 6.87695e-05 4.13424e-05 4.02154e-05 4.87909e-05 2.57335e-05
threshold=0.11951500000000001 0.093265000000000015 0.111945 -1.0000000180025095e-35 -0.084034999999999985 -0.077999999999999986 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -4
right_child=-2 -3 6 4 5 -7 -8
leaf_value=-0.00043846622771612318 -0.0003519904922022052 0.00059468289051960708 4.7365860358503988e-05 0.00017328585019136465 -0.00042000723043181525 7.9814406244942341e-05 0.00049117882489397528
leaf_weight=0.0014456653688441319 0.0010114516252842367 0.0010818047312100227 0.0010047403306413837 0.0017836830425450433 0.0016872849998885186 0.0013529814889333279 0.0010044401880469058
leaf_count=732 114 239 149 384 764 513 226
internal_value=0 2.76487e-05 -4.64467e-05 -0.000147612 -6.04479e-05 -0.000197576 0.000269239
internal_weight=0 0.0093606 0.0082788 0.00626961 0.00482395 0.00304027 0.00200918
internal_count=3121 3007 2768 2393 1661 1277 375
is_linear=0
shrinkage=0.00196078


Tree=5845
num_leaves=9
num_cat=0
split_feature=48 16 16 133 52 160 48 16
split_gain=5.08404e-05 6.39295e-05 5.22597e-05 8.2989e-05 0.000192517 5.28666e-05 5.78269e-05 8.44307e-05
threshold=0.11951500000000001 -0.5048999999999999 0.013515000000000001 1.0000000180025095e-35 -0.07167999999999998 -1.0000000180025095e-35 0.085325000000000012 -0.083539999999999989
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 -3 7 -7
right_child=-2 2 3 -5 -6 6 -8 -9
leaf_value=0.00047608088526052139 -0.00041937363967412688 -0.00050925964665949448 -0.00012449929383720256 -0.00031538592938729721 0.00093155172990739415 0.00038828942824961702 -0.00043498090887417895 -0.00033019645052175201
leaf_weight=0.0011192030227856016 0.0010477949507862122 0.0012184930857774825 0.0015282944303336419 0.0010505065299159016 0.0011731207878671632 0.0016466817522272732 0.0010206005188577645 0.0010172848107316145
leaf_count=192 114 668 309 260 159 545 243 631
internal_value=0 3.51008e-05 -2.19238e-05 0.000152252 0.000334103 -0.000155206 -3.81202e-05 0.000113922
internal_weight=0 0.00977418 0.00865498 0.00375192 0.00270142 0.00490306 0.00368457 0.00266397
internal_count=3121 3007 2815 728 468 2087 1419 1176
is_linear=0
shrinkage=0.00196078


Tree=5846
num_leaves=8
num_cat=0
split_feature=16 4 0 1 47 48 15
split_gain=1.48438e-05 5.13942e-05 6.40779e-05 3.21523e-05 2.62944e-05 5.74425e-05 5.82627e-05
threshold=0.38525000000000004 -0.35136499999999998 -0.060129999999999996 0.085110000000000005 0.092530000000000015 0.086260000000000017 -0.095244999999999982
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=-0.021604256966307963 0.0096310986378163252 -0.017540041254543018 0.023898998592952029 0.032103630826777446 -0.01213520364615207 -0.013897005507316058 0.00061853518663874279
leaf_weight=0.0011162954491015899 0.0013501653052361865 0.0011587218219771111 0.0010792837568984713 0.001020745053306561 0.0011327429432390758 0.0010674730442477784 0.0013854723503701734
leaf_count=142 311 1468 258 152 164 138 488
internal_value=0 -0.00170853 0.00153637 -0.00265009 0.00109539 0.00540978 0.0139749
internal_weight=0 0.00796073 0.00684444 0.00576516 0.00460643 0.00347369 0.00240622
internal_count=3121 2810 2668 2410 942 778 640
is_linear=0
shrinkage=0.1


Tree=5847
num_leaves=6
num_cat=0
split_feature=15 52 2 0 15
split_gain=1.60487e-05 2.74921e-05 4.65556e-05 3.6859e-05 5.16824e-05
threshold=-0.11713499999999999 -0.088204999999999992 0.10097500000000002 -0.077999999999999986 -0.091964999999999977
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.0087958059020070267 -0.0086324960895937039 0.021958838712379983 -0.0074677107502191618 0.02537500566141215 -0.0072267178681492683
leaf_weight=0.0017134060599135548 0.0018610967516810894 0.0010229385466166419 0.001890891811743511 0.0013023565660619648 0.0014912868070344541
leaf_count=484 616 144 399 383 1095
internal_value=0 0.00192192 0.00536351 0.0117206 0.00464773
internal_weight=0 0.00756857 0.00570747 0.00381658 0.00251423
internal_count=3121 2637 2021 1622 1239
is_linear=0
shrinkage=0.1


Tree=5848
num_leaves=7
num_cat=0
split_feature=1 52 3 3 2 16
split_gain=1.67283e-05 3.21232e-05 8.81372e-05 3.92607e-05 4.48404e-05 2.60898e-05
threshold=0.10937500000000001 0.10160000000000001 0.090900000000000009 -0.078724999999999976 0.088850000000000012 -0.071854999999999988
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=-0.012159287315949053 0.015462640006951217 -0.017784289096841068 0.02391097373248928 -0.019282667406860909 0.016494217521679354 -0.0028547943116769008
leaf_weight=0.0011448950686519838 0.00149256785085667 0.0011958250990403612 0.0012122108836583045 0.0015519706850614309 0.0010443336242559015 0.001623204587397317
leaf_count=942 305 493 138 549 451 243
internal_value=0 -0.00307413 0.000477119 -0.00711584 0.00150937 0.00591992
internal_weight=0 0.00614924 0.00495341 0.0037412 0.00218923 0.00311577
internal_count=3121 2573 2080 1942 1393 548
is_linear=0
shrinkage=0.1


Tree=5849
num_leaves=8
num_cat=0
split_feature=11 43 15 4 2 4 0
split_gain=4.10959e-05 4.6604e-05 7.50669e-05 8.88196e-05 5.47464e-05 0.000115464 0.000108677
threshold=0.079915000000000014 -0.067199999999999996 -0.053579999999999996 -0.083644999999999983 0.098260000000000014 0.053925000000000008 -0.10096999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 -6 -3
right_child=-2 4 3 -5 5 -7 -8
leaf_value=0.00066669925771368024 -0.00038287847494443352 2.9448614371473363e-05 0.00039699490852824739 -0.0003635257171999404 0.00044653508936132375 -0.00031916799012428673 -0.00075591934575815244
leaf_weight=0.0010093260333942284 0.001002934491323877 0.0018223759256203026 0.001216572092040727 0.0011470713740869658 0.0017376912315649892 0.0013418173447872701 0.0010781946316612697
leaf_count=622 199 208 206 462 270 242 912
internal_value=0 3.47708e-05 0.000219065 2.79158e-05 -6.91775e-05 0.000112899 -0.000262487
internal_weight=0 0.00935305 0.00337297 0.00236364 0.00598008 0.00307951 0.00290057
internal_count=3121 2922 1290 668 1632 512 1120
is_linear=0
shrinkage=0.00196078


Tree=5850
num_leaves=7
num_cat=0
split_feature=1 42 0 1 3 3
split_gain=1.55242e-05 2.96277e-05 3.91752e-05 5.97058e-05 2.87065e-05 1.40406e-05
threshold=0.12500000000000003 0.088915000000000008 -0.084269999999999984 0.094385000000000011 -0.078724999999999976 0.10893000000000001
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -4 -5
right_child=-2 -3 4 5 -6 -7
leaf_value=-0.020902386659151978 0.0095229347629950944 -0.014937208904947841 0.017856056945052361 0.01351704030821064 -0.002621226872866663 -0.003110883035334903
leaf_weight=0.00152291397852792 0.0014324867622160621 0.0014078980512445705 0.0017357436535977528 0.0010261541038167942 0.0011304683796303392 0.0010053390581507317
leaf_count=857 279 810 684 138 266 87
internal_value=0 -0.00179973 0.00108103 -0.00593333 0.00977957 0.00528826
internal_weight=0 0.00782852 0.00642062 0.00355441 0.00286621 0.00203149
internal_count=3121 2842 2032 1082 950 225
is_linear=0
shrinkage=0.1


Tree=5851
num_leaves=7
num_cat=0
split_feature=14 15 42 43 13 4
split_gain=4.26521e-05 6.57655e-05 3.43255e-05 8.49603e-05 5.1264e-05 8.68918e-05
threshold=-1.0000000180025095e-35 -0.10653 -1.0000000180025095e-35 -0.084004999999999982 -0.095304999999999987 0.0061450000000000003
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=-0.0003828417251689032 0.00042249772459923508 -0.00032247355982576158 0.00045425415960055658 0.00018676418308254166 -0.00055885913515410198 7.3361144743765209e-05
leaf_weight=0.0010522265864551803 0.0014158431915487629 0.0013403093547868341 0.0013755072311778371 0.0016498401461889456 0.0016345923952857111 0.0017103147780808694
leaf_count=161 388 760 366 193 1021 232
internal_value=0 3.40661e-05 -3.72592e-05 2.27502e-05 -9.6082e-05 -0.000235593
internal_weight=0 0.00912641 0.00771056 0.00637025 0.00499475 0.00334491
internal_count=3121 2960 2572 1812 1446 1253
is_linear=0
shrinkage=0.00196078


Tree=5852
num_leaves=6
num_cat=0
split_feature=15 52 2 0 16
split_gain=1.56214e-05 2.7321e-05 4.14658e-05 2.69856e-05 4.38233e-05
threshold=-0.11713499999999999 -0.088204999999999992 0.10097500000000002 -0.077999999999999986 -0.095564999999999983
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.0086805041829640626 -0.0086212957203037534 0.019966973566694426 -0.006772646295090088 0.023082171754641098 -0.006612119544655762
leaf_weight=0.0017103246722730159 0.0018589964289686756 0.0011245037820307826 0.001887948580902959 0.0012945918108168246 0.0013835934519852869
leaf_count=484 616 262 399 383 977
internal_value=0 0.00190381 0.00534211 0.0113568 0.0053046
internal_weight=0 0.00754963 0.00569064 0.00380269 0.0025081
internal_count=3121 2637 2021 1622 1239
is_linear=0
shrinkage=0.1


Tree=5853
num_leaves=7
num_cat=0
split_feature=42 160 43 2 4 2
split_gain=1.70983e-05 3.78361e-05 4.28075e-05 4.32711e-05 5.13385e-05 4.83004e-05
threshold=-0.025789999999999997 -1.0000000180025095e-35 -0.074359999999999996 0.098035000000000011 0.0061450000000000003 0.11824000000000001
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=-0.010022614199398747 -0.01061143124645187 0.020065173625279063 -0.025925993655747631 0.022890755852815817 0.0054388553240099667 -0.006317173916813322
leaf_weight=0.0014484227950986679 0.0018658200728679519 0.0015393932851853242 0.0010107743423492244 0.0012972859536906159 0.0010789008249436492 0.0010046171258820422
leaf_count=712 837 494 543 244 128 163
internal_value=0 0.00180861 0.00571582 0.000685897 -0.0097323 0.0101436
internal_weight=0 0.00779679 0.00593097 0.00439158 0.00208968 0.0023019
internal_count=3121 2409 1572 1078 671 407
is_linear=0
shrinkage=0.1


Tree=5854
num_leaves=8
num_cat=0
split_feature=4 133 43 13 49 43 16
split_gain=4.10668e-05 5.98046e-05 8.39252e-05 6.43143e-05 6.98493e-05 7.7828e-05 7.48454e-05
threshold=-0.49013999999999996 0.083950000000000011 0.054355000000000007 -0.091559999999999989 -0.009244999999999998 -0.13868499999999997 -0.074319999999999983
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=-0.00039306870410596982 0.00041468777151331787 0.00040436296154666327 -0.00054557921095121421 -0.00035652914894966441 -0.00037546018626049502 -0.00017016203722708932 0.00048165677616526949
leaf_weight=0.00100343975088761 0.0014036591977253524 0.0013638736173846823 0.0010911634596864495 0.0019466141436862367 0.0010052534687316236 0.0010377070530211291 0.0019499925839946465
leaf_count=169 257 990 336 249 135 467 518
internal_value=0 2.3418e-05 -3.81823e-05 3.72141e-05 -5.19918e-05 9.6474e-05 0.000255263
internal_weight=0 0.00979826 0.00843439 0.00734323 0.00593957 0.00399295 0.0029877
internal_count=3121 2952 1962 1626 1369 1120 985
is_linear=0
shrinkage=0.00196078


Tree=5855
num_leaves=8
num_cat=0
split_feature=14 49 2 3 12 3 2
split_gain=3.10461e-05 5.78466e-05 7.16575e-05 7.95446e-05 0.000100341 5.67076e-05 3.7801e-05
threshold=-1.0000000180025095e-35 0.0043850000000000009 0.10912000000000001 -0.078934999999999991 0.090695000000000012 -0.014944999999999998 0.083795000000000022
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5 -7
right_child=1 -3 -4 5 -6 6 -8
leaf_value=-0.00032560033545606836 -0.00087398892842557353 0.00044131486651019199 0.00032407742045041952 0.00044364113710885833 -5.0895962462981919e-05 0.00017618747426644018 -0.00028538288705689548
leaf_weight=0.0010392069148875546 0.0010207137115402819 0.0011587633901024843 0.0017344717806419838 0.0010136386182178336 0.0012879359863506475 0.0011525638220437617 0.0016714134067790168
leaf_count=161 916 611 344 391 378 136 184
internal_value=0 3.22591e-05 -2.78875e-05 -0.000127212 -0.000414807 4.58009e-05 -9.69999e-05
internal_weight=0 0.0090395 0.00788074 0.00614627 0.00230865 0.00383762 0.00282398
internal_count=3121 2960 2349 2005 1294 711 320
is_linear=0
shrinkage=0.00196078


Tree=5856
num_leaves=7
num_cat=0
split_feature=1 42 133 15 0 1
split_gain=1.52877e-05 5.44436e-05 3.92079e-05 9.15518e-05 4.27374e-05 3.37847e-05
threshold=0.12500000000000003 0.091545000000000015 0.083950000000000011 1.0000000180025095e-35 -0.10151999999999999 0.094465000000000007
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=-0.0015346392655355421 0.0094276743984937714 -0.023553751293264761 0.016800644380299986 -0.028367329480677547 -0.00851886221953462 0.021046671830938259
leaf_weight=0.0011248441300803647 0.0014357196791692671 0.0010028824907680886 0.0013306327620166321 0.0010840718398625699 0.0016737757608393383 0.0016121341797702901
leaf_count=145 279 601 661 674 600 161
internal_value=0 -0.00179773 0.00139894 -0.00233075 0.0040685 0.0117662
internal_weight=0 0.00782834 0.00682546 0.00549483 0.00441075 0.00273698
internal_count=3121 2842 2241 1580 906 306
is_linear=0
shrinkage=0.1


Tree=5857
num_leaves=6
num_cat=0
split_feature=42 49 16 52 0
split_gain=1.54045e-05 3.42619e-05 4.01626e-05 6.05712e-05 5.42797e-05
threshold=-1.0000000180025095e-35 -0.047584999999999995 -0.18708499999999997 -0.0064899999999999992 -0.083914999999999976
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=-0.0094192343811086154 0.013570324058067594 -0.015324408019598135 -0.010535959417142257 0.030478583981095403 0.00030137655920268449
leaf_weight=0.001475564451234943 0.0018580277010816883 0.0016354903004798197 0.0018467784752739889 0.0010598529328244282 0.0013620308460826093
leaf_count=862 360 298 751 375 475
internal_value=0 0.0017272 -0.00199981 0.00310536 0.0135074
internal_weight=0 0.00776218 0.00590415 0.00426866 0.00242188
internal_count=3121 2259 1899 1601 850
is_linear=0
shrinkage=0.1


Tree=5858
num_leaves=7
num_cat=0
split_feature=52 15 3 43 150 3
split_gain=1.65242e-05 3.28175e-05 9.88203e-05 6.32057e-05 6.01222e-05 0.00010564
threshold=0.11434500000000002 -0.016799999999999995 -0.08824499999999999 -0.0019149999999999998 0.081835000000000019 0.099930000000000005
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=0.0018653252753551256 -0.010617240513679143 -0.012388864353879632 0.039687108306196872 0.0071716150409106326 0.014605261561241825 -0.038360383493405224
leaf_weight=0.0018204145581272465 0.0012744077515066338 0.0014775989122072226 0.0010009504878831254 0.001484394318838231 0.0011426094773046452 0.001017926492235457
leaf_count=821 501 480 523 402 285 109
internal_value=0 0.0016491 0.0080911 0.0202669 -0.00476376 -0.012561
internal_weight=0 0.00794389 0.00396294 0.00248534 0.00398095 0.00283834
internal_count=3121 2620 1405 925 1215 930
is_linear=0
shrinkage=0.1


Tree=5859
num_leaves=7
num_cat=0
split_feature=1 52 3 3 2 12
split_gain=1.76016e-05 2.79384e-05 7.84472e-05 4.08696e-05 8.7718e-05 2.71768e-05
threshold=0.10937500000000001 0.10160000000000001 0.090900000000000009 -0.10831999999999999 0.084055000000000005 0.051320000000000005
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=0.0077120265983304905 0.013445440776058783 -0.016950085720333349 0.02247761886568668 0.0063119803677138446 -0.03165722029926369 -0.0058301616344575216
leaf_weight=0.0012494961322619931 0.0019171154236906681 0.0011843655830872189 0.0011922083975076207 0.0011099569366076916 0.0013466549924953694 0.0011826765648645316
leaf_count=269 369 493 138 512 1161 179
internal_value=0 -0.0031674 0.000165123 -0.00701253 -0.0145018 0.00609114
internal_weight=0 0.00608268 0.00489832 0.00370611 0.00245661 0.00309979
internal_count=3121 2573 2080 1942 1673 548
is_linear=0
shrinkage=0.1


Tree=5860
num_leaves=8
num_cat=0
split_feature=14 49 2 4 133 0 0
split_gain=5.53515e-05 5.95256e-05 7.35744e-05 8.26158e-05 5.92837e-05 8.08882e-05 0.000137032
threshold=-1.0000000180025095e-35 0.0043850000000000009 0.10912000000000001 -0.35136499999999998 0.061605000000000007 -0.059114999999999994 -0.10607499999999999
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=-0.00043120457438807213 -0.00063191193862297175 0.00044752783338810427 0.00033058169155637823 4.2305793180388878e-05 0.00040656839506851534 0.00033797484354865774 -0.00079428211773368293
leaf_weight=0.0010648060089146648 0.001015085068777846 0.0012039837299964067 0.0017932987116898872 0.0019516402088574922 0.0010081454756358616 0.0010932277110094245 0.0012254186169020987
leaf_count=161 148 611 344 209 607 99 942
internal_value=0 4.0772e-05 -1.97867e-05 -0.000119622 -2.11045e-05 -0.000122071 -0.000280373
internal_weight=0 0.0092908 0.00808682 0.00629352 0.00527843 0.00427029 0.00317706
internal_count=3121 2960 2349 2005 1857 1250 1151
is_linear=0
shrinkage=0.00196078


Tree=5861
num_leaves=7
num_cat=0
split_feature=376 50 1 3 0 49
split_gain=3.33461e-05 4.5853e-05 5.22435e-05 5.21124e-05 7.48894e-05 7.85394e-05
threshold=0.048375000000000008 0.088425000000000017 0.12500000000000003 -0.12018999999999998 -0.10096999999999999 -0.006494999999999999
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=0.00023013124078616632 0.00033352824526008414 -0.00041364892645585845 0.00041939364898652961 -0.00029922548834075224 -0.00047852013057890844 0.00029015994622020718
leaf_weight=0.0018999464501770948 0.0010278215794114606 0.0011047937800427602 0.0010540200128039186 0.0016184957283422333 0.0017609566750712178 0.0018777598109652883
leaf_count=281 166 537 204 156 1579 198
internal_value=0 -3.86227e-05 1.18361e-05 -4.8184e-05 -0.000148767 1.73201e-05
internal_weight=0 0.00931597 0.00821118 0.00715716 0.00525721 0.00349626
internal_count=3121 2955 2418 2214 1933 354
is_linear=0
shrinkage=0.00196078


Tree=5862
num_leaves=8
num_cat=0
split_feature=11 2 52 12 0 52 3
split_gain=3.76643e-05 6.29027e-05 9.75701e-05 8.02373e-05 6.91418e-05 4.48156e-05 5.33866e-05
threshold=0.079915000000000014 0.10912000000000001 0.10160000000000001 0.09202500000000001 -0.15090499999999998 -0.087284999999999988 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 5 -3 -1 -7
right_child=-2 4 -4 -5 -6 6 -8
leaf_value=-0.00042539587422045424 -0.00036404958532581643 -4.2562993318274242e-05 -0.00063168012516258605 0.00044426568394267062 0.00057574227024100369 -0.00024292379716433932 0.00027638899544931783
leaf_weight=0.0011895044185760424 0.0010149957219832634 0.001330410521221199 0.0010096926838302229 0.0013633360282633844 0.0014566476633261413 0.0014841047561840051 0.0015622433765175706
leaf_count=349 199 91 443 457 461 986 135
internal_value=0 3.35422e-05 -7.06424e-05 3.05286e-05 0.000280592 -0.000102635 2.33928e-05
internal_weight=0 0.00939594 0.00660888 0.00559919 0.00278706 0.00423585 0.00304635
internal_count=3121 2922 2370 1927 552 1470 1121
is_linear=0
shrinkage=0.00196078


Tree=5863
num_leaves=7
num_cat=0
split_feature=484 1 12 2 151 12
split_gain=1.5131e-05 2.80737e-05 4.24807e-05 4.9166e-05 0.000104421 6.07712e-05
threshold=0.084040000000000017 0.12500000000000003 0.098810000000000023 0.086590000000000014 -0.0083949999999999979 0.081420000000000006
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=-0.014421649502545861 0.011250865246398721 0.011650598477675411 -0.020961149006142852 -0.021055488559331648 0.0038413947175098455 0.033832749454568364
leaf_weight=0.0017301384664820097 0.0010498592133072549 0.0013538092878350883 0.0012273484922799708 0.0010489252144314236 0.0016774096342468813 0.0011312800736098282
leaf_count=978 368 232 388 253 259 643
internal_value=0 -0.00150242 -0.00411524 -0.000415046 0.00586691 0.0159213
internal_weight=0 0.00816891 0.0068151 0.00558775 0.00385761 0.00280869
internal_count=3121 2753 2521 2133 1155 902
is_linear=0
shrinkage=0.1


Tree=5864
num_leaves=8
num_cat=0
split_feature=48 11 13 1 12 49 15
split_gain=3.43167e-05 5.13937e-05 6.61303e-05 7.3493e-05 6.07136e-05 0.000117463 5.63482e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.084034999999999985 0.08844500000000001 0.051320000000000005 -0.009244999999999998 -0.026084999999999994
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=0.00032487940776699403 -1.1845513253818716e-05 -0.00045716066162760488 -0.00052500565476586289 0.00066282001797531389 -0.00041125297967044511 -4.1208410014792923e-06 0.00055287633201797995
leaf_weight=0.0010612532000810809 0.0015055131405788138 0.0010442836553092713 0.0010872658921255805 0.0010563174746805446 0.0017969496389163243 0.0016459661604427745 0.0012128126514087249
leaf_count=193 547 230 124 247 1391 262 127
internal_value=0 -4.71873e-05 4.36443e-06 0.000266339 -0.000112497 2.35506e-05 0.00023218
internal_weight=0 0.00934911 0.00830482 0.00256183 0.00574299 0.00394604 0.00285878
internal_count=3121 2928 2698 794 1904 513 389
is_linear=0
shrinkage=0.00196078


Tree=5865
num_leaves=9
num_cat=0
split_feature=14 1 131 2 12 48 42 1
split_gain=6.10812e-05 5.00058e-05 7.99548e-05 6.09781e-05 6.42375e-05 4.65941e-05 5.43946e-05 8.90268e-05
threshold=-0.074569999999999984 0.12873500000000002 0.078765000000000016 0.10912000000000001 0.095330000000000012 0.090390000000000012 0.084050000000000014 0.086560000000000012
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=-0.00047067181743012465 0.00040880359841054666 0.0003929597915322812 -0.00053566960826645024 0.00034684875741250085 -0.00049571411742764103 0.00041997790061024912 -0.00043095997303952381 -0.00031769557843578392
leaf_weight=0.0010104418243789886 0.0014965443495012205 0.00130593686589004 0.0010153506542851321 0.0019747642270777788 0.0010317451031104253 0.0010005863762570454 0.0010649042604862716 0.0011444101017836748
leaf_count=149 529 195 452 376 332 167 688 233
internal_value=0 3.51092e-05 -1.84328e-05 4.96574e-05 -5.26192e-05 4.45159e-05 -5.68593e-05 9.39882e-05
internal_weight=0 0.0100342 0.00872831 0.00771295 0.00573819 0.00470645 0.00370586 0.00264095
internal_count=3121 2972 2777 2325 1949 1617 1450 762
is_linear=0
shrinkage=0.00196078


Tree=5866
num_leaves=7
num_cat=0
split_feature=1 48 4 42 2 4
split_gain=1.44065e-05 3.73384e-05 4.78655e-05 5.57877e-05 5.22291e-05 3.67476e-05
threshold=0.111945 0.091545000000000015 -0.0016099999999999997 0.084050000000000014 0.096540000000000015 0.24564500000000003
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=-0.0049856682254079687 -0.0032353030319869471 0.013196426358385511 -0.01901869442574133 -0.018689811757442526 0.025071251439503825 0.02019065345123211
leaf_weight=0.0012037672434997279 0.0017160250983677245 0.0012047573973906611 0.0018952632252126388 0.0010125515718140896 0.0011123515205867492 0.0010981527920119016
leaf_count=706 221 266 568 836 248 276
internal_value=0 -0.00267315 -0.00633304 0.000889864 0.00944963 0.00590601
internal_weight=0 0.00642869 0.00522393 0.00332867 0.00231612 0.00281418
internal_count=3121 2624 2358 1790 954 497
is_linear=0
shrinkage=0.1


Tree=5867
num_leaves=8
num_cat=0
split_feature=14 49 2 4 47 49 0
split_gain=3.48298e-05 5.90234e-05 7.2854e-05 8.42387e-05 7.73598e-05 8.41522e-05 4.23922e-05
threshold=-1.0000000180025095e-35 0.0043850000000000009 0.10912000000000001 -0.10429499999999998 0.092530000000000015 -0.054319999999999993 -0.10096999999999999
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=-0.0003444880390506786 -0.00052064456232794507 0.00044856560069243378 0.00032585602798781548 -0.00025266638799785072 -0.00039768648397892672 0.00067928365168040477 0.00012689514704461709
leaf_weight=0.0010578418151975704 0.0015683040780080926 0.0011406187251091328 0.0017436018614347152 0.0011962765432011464 0.0013159669827099386 0.0010444912568657717 0.0010931818804556014
leaf_count=161 250 611 344 235 191 103 1226
internal_value=0 3.14092e-05 -2.8353e-05 -0.000127674 4.8655e-06 0.00016376 0.000396798
internal_weight=0 0.00910244 0.00796182 0.00621822 0.00464992 0.00333395 0.00213767
internal_count=3121 2960 2349 2005 1755 1564 1329
is_linear=0
shrinkage=0.00196078


Tree=5868
num_leaves=7
num_cat=0
split_feature=42 43 0 4 48 16
split_gain=1.48779e-05 3.79982e-05 5.57547e-05 5.04575e-05 5.60848e-05 0.000103679
threshold=-1.0000000180025095e-35 -0.063379999999999978 -0.068189999999999987 -0.27825499999999997 0.086035000000000014 -0.088159999999999988
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=-0.0092817649727668077 -0.0020991931033496813 -0.022451523042446023 0.030026874754847884 0.030512868978047614 -0.014221920710949904 -0.0064961109807017735
leaf_weight=0.001471024217270917 0.0011556048948495247 0.0010479535236677098 0.0010144374458885359 0.0013360254835975442 0.0014647804723258678 0.0017464959196299341
leaf_count=862 798 193 221 334 185 528
internal_value=0 0.00168634 0.0129189 -0.00267005 0.00188871 0.00954431
internal_weight=0 0.0077653 0.00217004 0.00559526 0.0045473 0.00308252
internal_count=3121 2259 1019 1240 1047 862
is_linear=0
shrinkage=0.1


Tree=5869
num_leaves=8
num_cat=0
split_feature=14 49 2 4 47 49 0
split_gain=4.39852e-05 8.61811e-05 7.26131e-05 8.52849e-05 5.78479e-05 8.28492e-05 4.60634e-05
threshold=-1.0000000180025095e-35 0.0043850000000000009 0.10912000000000001 -0.10429499999999998 0.092530000000000015 -0.054319999999999993 -0.10096999999999999
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=-0.00038110860606514545 -0.00052767329173105033 0.00052649247792203066 0.00031648716346692441 -0.00027306550763762558 -0.0003413860471662949 0.00066141734477947751 9.0050501812634787e-05
leaf_weight=0.0010642177732566776 0.0015721004488108538 0.0012157170478115488 0.0017804613452611353 0.0012174297410040267 0.0013670589236801992 0.0010488070407621789 0.0011237044649333723
leaf_count=161 250 611 344 235 191 103 1226
internal_value=0 3.96514e-05 -3.33317e-05 -0.000131741 -8.92073e-07 0.000136419 0.000365885
internal_weight=0 0.00932528 0.00810956 0.0063291 0.004757 0.00338994 0.00217251
internal_count=3121 2960 2349 2005 1755 1564 1329
is_linear=0
shrinkage=0.00196078


Tree=5870
num_leaves=8
num_cat=0
split_feature=14 49 2 3 12 3 2
split_gain=4.5077e-05 6.10313e-05 8.25611e-05 8.67515e-05 0.000106045 7.90558e-05 4.55796e-05
threshold=-1.0000000180025095e-35 0.0043850000000000009 0.10912000000000001 -0.078934999999999991 0.090695000000000012 -0.016324999999999996 0.083795000000000022
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5 -7
right_child=1 -3 -4 5 -6 6 -8
leaf_value=-0.00038819161107093574 -0.0008900688458461886 0.00044341855549331048 0.00034631138308394361 0.00051468845051800237 -6.0053361959044601e-05 0.00017867861151289976 -0.00031424205777733636
leaf_weight=0.001075412178399242 0.0010538703032980129 0.0012269208600693823 0.0017958525842250612 0.0010323026820742189 0.0013497825102933775 0.0012122455795324097 0.0017806331669692026
leaf_count=161 916 611 344 376 378 146 189
internal_value=0 3.54706e-05 -2.53852e-05 -0.000129216 -0.00042397 4.67971e-05 -0.000114588
internal_weight=0 0.00945161 0.00822469 0.00642883 0.00240365 0.00402518 0.00299288
internal_count=3121 2960 2349 2005 1294 711 335
is_linear=0
shrinkage=0.00196078


Tree=5871
num_leaves=9
num_cat=0
split_feature=376 50 484 43 16 16 48 2
split_gain=3.39706e-05 4.49632e-05 4.74066e-05 7.59244e-05 6.14126e-05 0.000103558 5.46404e-05 4.17124e-05
threshold=0.048375000000000008 0.088425000000000017 0.084040000000000017 -0.14968999999999996 0.15891500000000003 -0.014034999999999997 0.085845000000000019 0.08622500000000001
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=0.00035960696376682118 0.00032967638809942683 -0.00041564007113571537 0.00040244260334636596 0.00028293037760878075 -0.00056889318453766673 0.00050073685311098875 -0.00049322394921775094 -0.00026230484016239423
leaf_weight=0.0014023036957802291 0.0010436306826753618 0.0011000229846583045 0.0010183891524147516 0.0010170412084185528 0.0010872014080157985 0.0010206892496092048 0.0014991668114559265 0.0011488020453427272
leaf_count=202 166 537 297 426 364 357 187 585
internal_value=0 -4.34176e-05 6.55477e-06 -4.96343e-05 -0.000149044 -5.16279e-05 -0.000205459 -6.27215e-06
internal_weight=0 0.00929362 0.00819359 0.0071752 0.0057729 0.0046857 0.00366501 0.00216584
internal_count=3121 2955 2418 2121 1919 1555 1198 1011
is_linear=0
shrinkage=0.00196078


Tree=5872
num_leaves=7
num_cat=0
split_feature=1 43 3 12 4 3
split_gain=1.45094e-05 4.83978e-05 3.37789e-05 6.31989e-05 6.17039e-05 2.74189e-05
threshold=0.077565000000000009 0.070450000000000013 0.083060000000000009 0.081420000000000006 0.09173000000000002 0.11658
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=-0.017950570318704475 0.028489273070504514 0.0092613463329414645 -0.014599164632849779 -0.017087182171432732 0.015224634538584848 0.0042449265708608356
leaf_weight=0.0015248059781476015 0.0011416791233724924 0.0011439231710250162 0.0015441709279157348 0.0011275603571686381 0.0012419765048339981 0.0015444157764945366
leaf_count=1424 357 212 165 631 111 221
internal_value=0 -0.00628646 0.00245155 0.00916133 -0.000151165 -0.00517637
internal_weight=0 0.00266873 0.0065998 0.00351122 0.00236954 0.00308859
internal_count=3121 1636 1485 1099 742 386
is_linear=0
shrinkage=0.1


Tree=5873
num_leaves=8
num_cat=0
split_feature=52 16 43 43 457 13 2
split_gain=3.61035e-05 5.40516e-05 7.45527e-05 5.45362e-05 4.80251e-05 0.000103579 4.82537e-05
threshold=-0.26636999999999994 0.23311500000000004 -0.092909999999999979 -0.063379999999999978 0.032140000000000009 -0.095304999999999987 0.099185000000000009
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=-0.00035812935604211685 -0.00041333509740483498 0.00044811342398069299 0.00046142029134648235 0.00031202890524726018 0.00037624865609551156 -0.00057264328859425251 -7.7245054892422825e-05
leaf_weight=0.0010102457569352167 0.0015225414118160609 0.001063808917133968 0.0011235075142561083 0.0015721271606263382 0.0010063726024529098 0.001414842463798725 0.0016231583904065343
leaf_count=354 379 130 760 269 127 858 244
internal_value=0 3.21037e-05 -2.14578e-05 6.70657e-05 -1.18197e-05 -9.65335e-05 -0.000307959
internal_weight=0 0.00932636 0.00826255 0.00674001 0.0056165 0.00461013 0.003038
internal_count=3121 2767 2637 2258 1498 1371 1102
is_linear=0
shrinkage=0.00196078


Tree=5874
num_leaves=8
num_cat=0
split_feature=14 49 2 4 47 49 0
split_gain=3.01142e-05 5.49605e-05 6.07893e-05 7.50522e-05 7.79555e-05 7.63529e-05 3.96739e-05
threshold=-1.0000000180025095e-35 0.0043850000000000009 0.10912000000000001 -0.10429499999999998 0.092530000000000015 -0.054319999999999993 -0.10096999999999999
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=-0.00031931393938562283 -0.00049346659888337596 0.00043032997424032493 0.00030010409169209704 -0.00023306772436676015 -0.00039441820153940968 0.00066738479640740414 0.00013186178555187595
leaf_weight=0.0010521272174611662 0.0015367945142853653 0.0011566252595192296 0.00170720934339081 0.0011772891139048402 0.0013299004420057291 0.0010235830052079437 0.0011071884284569971
leaf_count=161 250 611 344 235 191 103 1226
internal_value=0 3.11895e-05 -2.73817e-05 -0.000117926 6.51031e-06 0.000167691 0.000389117
internal_weight=0 0.00903859 0.00788196 0.00617476 0.00463796 0.00330806 0.00213077
internal_count=3121 2960 2349 2005 1755 1564 1329
is_linear=0
shrinkage=0.00196078


Tree=5875
num_leaves=9
num_cat=0
split_feature=48 48 1 4 42 2 16 15
split_gain=3.62946e-05 7.41919e-05 6.76041e-05 5.24809e-05 4.35852e-05 4.59164e-05 4.02607e-05 2.70316e-05
threshold=0.11951500000000001 0.093265000000000015 0.111945 -0.0016099999999999997 1.0000000180025095e-35 0.096540000000000015 -0.094359999999999986 -0.053579999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -5 -4
right_child=-2 -3 7 6 -6 -7 -8 -9
leaf_value=-0.00011147174497942909 -0.00035670355912420439 0.00051283169925964037 0.0005049081500806457 -0.00061122952715826672 -0.00026749393587500656 0.00042155359981390327 -0.000105534691654532 5.5169517319290839e-05
leaf_weight=0.0012113119268463367 0.0010530605892663672 0.0010718078587653489 0.0010003800266705002 0.001228717484956635 0.0014317516300111867 0.0012757294032198813 0.0011929722638888102 0.00105642699306718
leaf_count=608 114 239 280 293 953 248 291 95
internal_value=0 2.70234e-05 -3.49838e-05 -0.000135187 5.04655e-06 0.000161944 -0.000362114 0.000273911
internal_weight=0 0.0094691 0.00839729 0.00634048 0.00391879 0.00248704 0.00242169 0.00205681
internal_count=3121 3007 2768 2393 1809 856 584 375
is_linear=0
shrinkage=0.00196078


Tree=5876
num_leaves=8
num_cat=0
split_feature=157 160 52 42 49 0 2
split_gain=1.4642e-05 6.0358e-05 5.5708e-05 5.24429e-05 4.74934e-05 4.92437e-05 2.59951e-05
threshold=-0.06266999999999999 -1.0000000180025095e-35 0.10347000000000002 -0.025789999999999997 -0.047584999999999995 -0.084269999999999984 0.098260000000000014
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=0.010953907716949353 -0.02167867011083794 -0.021861212039907381 0.02356436756198959 0.018134145870082757 -0.02437729312074581 0.011013367603622239 -0.002014385613480676
leaf_weight=0.0010658222822217478 0.0012564650422640759 0.0010510283225221087 0.0010330763964762164 0.0014242789415079889 0.0010489054679981992 0.0013907550410933505 0.0010304487632003874
leaf_count=460 654 534 194 226 385 522 146
internal_value=0 -0.00150234 0.00213038 -0.001594 0.00275822 -0.00355271 -0.0132951
internal_weight=0 0.00823496 0.00697849 0.00594542 0.00489439 0.00347011 0.00207935
internal_count=3121 2661 2007 1813 1279 1053 531
is_linear=0
shrinkage=0.1


Tree=5877
num_leaves=9
num_cat=0
split_feature=147 52 13 150 3 3 2 43
split_gain=7.83472e-05 7.97538e-05 5.4845e-05 8.69127e-05 5.47892e-05 0.00010924 7.6055e-05 6.92725e-05
threshold=1.0000000180025095e-35 0.15116000000000002 -0.23438999999999996 0.086845000000000019 0.092670000000000016 -1.0000000180025095e-35 0.083995000000000014 -0.088704999999999992
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=0.00038667606574768412 0.00051684042931225943 -0.00057654448609242165 -0.00031798637639901848 -0.00057682378142787408 -0.00034890103953584247 0.00069178910438511682 -0.00016190314399997736 0.00047335541963616377
leaf_weight=0.0012210158945559326 0.0010000938311408624 0.0010265522390136761 0.00194454288084564 0.0010797016234645905 0.001254516145283692 0.0010002708871616273 0.0011858311980133948 0.0014882129452278041
leaf_count=142 183 372 615 206 103 109 292 1099
internal_value=0 -5.82427e-05 -2.46315e-07 -5.96495e-05 2.15906e-05 0.00010431 -2.29235e-05 0.000191644
internal_weight=0 0.0102006 0.00917409 0.00795308 0.00687337 0.00561886 0.00461859 0.00267404
internal_count=3121 2938 2566 2424 2218 2115 2006 1391
is_linear=0
shrinkage=0.00196078


Tree=5878
num_leaves=8
num_cat=0
split_feature=1 43 12 47 4 48 1
split_gain=1.41738e-05 4.18519e-05 2.98817e-05 4.24583e-05 7.52456e-05 7.5449e-05 6.59172e-05
threshold=0.077565000000000009 0.070450000000000013 -0.010834999999999999 0.092530000000000015 -0.033174999999999989 0.085130000000000025 0.10723500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 6 -6
right_child=2 -3 3 -5 5 -7 -8
leaf_value=-0.017033787522542448 0.017741909816019939 0.0082114142881471609 -0.017144310253113502 -0.015863495006540076 0.04192457007673573 -0.0095821694830685467 0.0057965815220130121
leaf_weight=0.0015313650027233019 0.0010664709845507811 0.001149705822133204 0.0011651610977134997 0.0013633073280598798 0.0010128807064380876 0.0010082568605662146 0.0010072278951341299
leaf_count=1424 343 212 520 207 159 105 151
internal_value=0 -0.00620806 0.00240972 -0.000532844 0.00445112 0.0127599 0.0239111
internal_weight=0 0.00268107 0.0066233 0.00555683 0.00419353 0.00302837 0.00202011
internal_count=3121 1636 1485 1142 935 415 310
is_linear=0
shrinkage=0.1


Tree=5879
num_leaves=8
num_cat=0
split_feature=11 43 15 4 2 4 16
split_gain=3.88427e-05 4.98366e-05 6.50577e-05 8.10636e-05 5.747e-05 6.34611e-05 7.69294e-05
threshold=0.079915000000000014 -0.067199999999999996 -0.053579999999999996 -0.083644999999999983 0.089885000000000007 0.16173500000000005 -0.065229999999999996
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=0.00064466618805594865 -0.00036728951163414155 -0.00037314917542918548 0.00040243135156305663 -0.00031986106156590798 0.00057273474691340882 -0.00029511553837180751 -6.51198889854461e-05
leaf_weight=0.0010147798627118967 0.0010003062085303166 0.001703026425623996 0.001231884419821086 0.0011598531627160394 0.0012932224196573658 0.001380261003622838 0.0016602053863790539
leaf_count=622 199 862 206 462 263 200 307
internal_value=0 3.90431e-05 0.000228665 5.21617e-05 -6.79605e-05 5.19706e-05 0.000214179
internal_weight=0 0.00944323 0.00340652 0.00239174 0.00603672 0.00433369 0.00295343
internal_count=3121 2922 1290 668 1632 770 570
is_linear=0
shrinkage=0.00196078


Tree=5880
num_leaves=7
num_cat=0
split_feature=43 3 4 457 13 15
split_gain=1.59126e-05 5.66244e-05 5.50084e-05 2.80955e-05 5.72644e-05 4.39244e-05
threshold=-0.067199999999999996 -0.077774999999999983 -0.080924999999999983 0.045365000000000009 -0.095304999999999987 -1.0000000180025095e-35
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=0.01158777259177683 0.0075277608392391622 0.021758775998698299 -0.02149096058934357 0.011714760207147037 -0.0057834175386451822 -0.030754219225564695
leaf_weight=0.0010014716263415618 0.0018626213315567916 0.0013005841388079951 0.0010094629038138602 0.001049551232678211 0.0019728243480912123 0.0010956606104280489
leaf_count=242 290 427 684 142 432 904
internal_value=0 0.00549887 -0.00501732 -0.00314167 -0.00630375 -0.0146997
internal_weight=0 0.00331152 0.00201093 0.00598066 0.00493111 0.00306848
internal_count=3121 1353 926 1768 1626 1336
is_linear=0
shrinkage=0.1


Tree=5881
num_leaves=8
num_cat=0
split_feature=52 52 52 15 2 2 43
split_gain=1.4773e-05 3.00338e-05 3.89639e-05 3.84923e-05 6.18212e-05 0.000102437 2.16212e-05
threshold=-0.23798499999999997 -0.081429999999999989 -0.0064899999999999992 -0.11713499999999999 0.091185000000000002 0.11018500000000002 -0.0037449999999999996
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=-0.011516014587539808 0.015358083622944434 -0.017256620479331027 -0.013700724239344689 0.0092801168423394757 -0.022919038211110097 0.018074718457189314 0.029734376802536544
leaf_weight=0.0010033558370601608 0.0012888455443243593 0.0012495510771887187 0.0011986630539493805 0.0010667556360532695 0.0013398222294086408 0.0011183825139407415 0.0010024000476548819
leaf_count=385 386 438 330 677 380 190 335
internal_value=0 0.00133355 -0.0012577 0.00223363 0.00645241 -0.00426856 0.0191892
internal_weight=0 0.00826442 0.00697557 0.00572602 0.00452736 0.0024582 0.00206916
internal_count=3121 2736 2350 1912 1582 570 1012
is_linear=0
shrinkage=0.1


Tree=5882
num_leaves=7
num_cat=0
split_feature=1 52 3 52 4 16
split_gain=1.53999e-05 2.75058e-05 7.21483e-05 3.62143e-05 3.68481e-05 2.68451e-05
threshold=0.10937500000000001 0.10160000000000001 0.090900000000000009 -0.0027449999999999996 -0.018869999999999994 -0.071854999999999988
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=-0.019048972858359867 0.015337733453845336 -0.016635015456830764 0.02166107837289849 0.012733721103723129 -0.012713537291709435 -0.0032104811381628386
leaf_weight=0.001428125494085635 0.0014949034702906225 0.0011871989486274305 0.0011987339380279405 0.001258702734986314 0.0010385110944536552 0.001632330403788814
leaf_count=910 305 493 138 719 313 243
internal_value=0 -0.002972 0.000322165 -0.00654424 0.00122967 0.00565607
internal_weight=0 0.00611127 0.00492407 0.00372534 0.00229721 0.00312723
internal_count=3121 2573 2080 1942 1032 548
is_linear=0
shrinkage=0.1


Tree=5883
num_leaves=8
num_cat=0
split_feature=14 49 2 4 47 52 3
split_gain=3.74281e-05 8.61775e-05 5.79786e-05 0.000115449 6.48659e-05 5.49892e-05 8.18771e-05
threshold=-1.0000000180025095e-35 0.0043850000000000009 0.10912000000000001 -0.35136499999999998 0.092530000000000015 -0.0064899999999999992 -0.078934999999999991
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=-0.00035592512608562398 -0.00073141959834818391 0.0005097529519790759 0.00026692034261490994 -0.00015393080910799709 -0.00037711382706626199 -0.00011148784970888085 0.00063386542192728353
leaf_weight=0.0010752430960880464 0.0010297688009122423 0.0012505912693152191 0.0018178357539846502 0.0017194790025861525 0.0014112158040250405 0.0010034573738162411 0.0013016209955397317
leaf_count=161 148 611 344 474 192 824 367
internal_value=0 2.99798e-05 -4.24545e-05 -0.000129438 -1.53963e-05 0.00011144 0.000309395
internal_weight=0 0.00953397 0.00828338 0.00646554 0.00543577 0.00402456 0.00230508
internal_count=3121 2960 2349 2005 1857 1665 1191
is_linear=0
shrinkage=0.00196078


Tree=5884
num_leaves=8
num_cat=0
split_feature=43 12 52 15 12 4 42
split_gain=1.58582e-05 5.35612e-05 2.54223e-05 7.20858e-05 6.40616e-05 7.70987e-05 2.17575e-05
threshold=-0.04890499999999999 0.051320000000000005 -0.0064899999999999992 -0.07490999999999999 0.088365000000000013 0.16173500000000005 0.088200000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -4 -3
right_child=2 6 4 -5 -6 -7 -8
leaf_value=0.022993010651963717 0.0059794769189010777 -0.012773444398268503 0.024255580034329781 -0.030846680008113053 -0.017800992901068 -0.011049174143276138 0.0071294656060816117
leaf_weight=0.0011444107841929196 0.0010937594886331395 0.0011988408846500508 0.0015849765557858736 0.0010340795207665662 0.0011579652367613952 0.0010144689797496761 0.0010136805170743893
leaf_count=292 186 729 453 307 552 168 434
internal_value=0 0.0054297 -0.00318343 -0.0119172 0.00176253 0.0104774 -0.0036548
internal_weight=0 0.00335693 0.00588525 0.00212784 0.00375741 0.00259945 0.00221252
internal_count=3121 1455 1666 493 1173 621 1163
is_linear=0
shrinkage=0.1


Tree=5885
num_leaves=8
num_cat=0
split_feature=14 49 2 4 12 0 1
split_gain=4.21309e-05 6.4932e-05 6.03447e-05 5.65296e-05 7.29408e-05 5.43497e-05 4.8778e-05
threshold=-1.0000000180025095e-35 0.0043850000000000009 0.10912000000000001 -0.10429499999999998 0.086700000000000013 -0.12333499999999999 0.090840000000000018
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -6
right_child=1 -3 -4 4 6 -7 -8
leaf_value=-0.0003791671283664522 -0.00044584000173724671 0.00046154913091853682 0.00029550326283016802 4.4465467396326383e-05 0.00057091393884129132 -0.00052668168579275893 -2.6532779636652437e-05
leaf_weight=0.0010639658675357646 0.0015437494861696519 0.00118361450798428 0.0017088310686167634 0.0013082407140775217 0.0010007761159223361 0.0012551064986262921 0.0011060637348664503
leaf_count=161 250 611 344 131 722 587 315
internal_value=0 3.31785e-05 -3.08175e-05 -0.000120556 -1.30316e-05 -0.000235189 0.000257262
internal_weight=0 0.00910638 0.00792277 0.00621394 0.00467019 0.00256335 0.00210684
internal_count=3121 2960 2349 2005 1755 718 1037
is_linear=0
shrinkage=0.00196078


Tree=5886
num_leaves=7
num_cat=0
split_feature=50 484 52 150 16 43
split_gain=1.76314e-05 3.1602e-05 3.43502e-05 4.09077e-05 6.29794e-05 4.34425e-05
threshold=0.088425000000000017 0.073690000000000019 -0.088614999999999985 0.083095000000000016 -0.36241499999999999 -0.00067499999999999993
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=-0.015110450683966587 -0.012225896363965393 0.017161297652588565 -0.01962407857986169 0.019996584536689236 -0.0060556840967114951 0.017148386879371542
leaf_weight=0.0013798350983576868 0.0010547081233948123 0.0011144975912032824 0.0013671976766135097 0.0010797636389327714 0.0015556648635508112 0.0016761825864351448
leaf_count=511 560 342 242 250 838 378
internal_value=0 0.0015124 -0.000958417 0.00248024 -0.00163225 0.005979
internal_weight=0 0.00817314 0.00705864 0.00567881 0.00459905 0.00323185
internal_count=3121 2561 2219 1708 1458 1216
is_linear=0
shrinkage=0.1


Tree=5887
num_leaves=7
num_cat=0
split_feature=43 43 2 4 4 0
split_gain=1.55596e-05 4.7912e-05 2.47236e-05 6.22795e-05 5.205e-05 2.46672e-05
threshold=-0.04890499999999999 -0.092909999999999979 0.098260000000000014 0.053180000000000012 0.053925000000000008 -0.055064999999999996
decision_type=2 2 2 2 2 2
left_child=1 5 3 -2 -4 -1
right_child=2 -3 4 -5 -6 -7
leaf_value=0.0066500398749632554 -0.021185986692866365 0.020404873155701587 0.015502736165317691 0.0096103974092187072 -0.010764761114997983 -0.015281599212346923
leaf_weight=0.001042964862286186 0.0017898529009435504 0.0012996539154121441 0.001599907273550032 0.0010371985136421978 0.0014273972938803117 0.0010089371609515404
leaf_count=370 949 990 313 158 246 95
internal_value=0 0.00538164 -0.00316253 -0.0098873 0.00311741 -0.00413393
internal_weight=0 0.00335156 0.00585436 0.00282705 0.0030273 0.0020519
internal_count=3121 1455 1666 1107 559 465
is_linear=0
shrinkage=0.1


Tree=5888
num_leaves=9
num_cat=0
split_feature=15 151 12 1 48 15 13 12
split_gain=3.27844e-05 4.82343e-05 5.35468e-05 5.1932e-05 5.40157e-05 9.19769e-05 8.11696e-05 6.51939e-05
threshold=-0.24436499999999997 -0.085764999999999994 -0.040564999999999997 0.12500000000000003 0.091545000000000015 -0.0058549999999999991 -0.095304999999999987 0.084100000000000022
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=0.00032600353369612023 0.00035817449314123797 -0.00051269099375289876 -0.00059068799503599675 0.00036203107125588597 0.00027062874077794655 0.00038602541953490223 0.00011736481151645253 -0.00054631594524694009
leaf_weight=0.0010169355836315 0.0010192168547607612 0.0010282076471427939 0.0015457614909404963 0.0010806596894846398 0.0012008255883350846 0.0012435171232186722 0.0010674471437813055 0.0012187535051216831
leaf_count=253 275 192 772 81 193 113 195 1047
internal_value=0 -4.46028e-05 -9.35604e-05 -3.49828e-05 -0.000103341 -0.00019182 -1.71443e-05 -0.000236438
internal_weight=0 0.00940439 0.00838517 0.00735696 0.0062763 0.00507548 0.00352972 0.0022862
internal_count=3121 2868 2593 2401 2320 2127 1355 1242
is_linear=0
shrinkage=0.00196078


Tree=5889
num_leaves=7
num_cat=0
split_feature=4 151 4 47 13 43
split_gain=1.55249e-05 2.72263e-05 5.58715e-05 4.37561e-05 3.58301e-05 1.70919e-05
threshold=0.27287000000000006 -0.024429999999999997 -0.0029599999999999995 0.092165000000000011 -0.076384999999999995 -0.084794999999999995
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=0.01159982644412551 0.0091201998746512393 0.016502364989350277 -0.024908632771549775 5.3943002819994396e-05 0.0046973969356282619 -0.013245921680597794
leaf_weight=0.001251565822687541 0.0015366223484532928 0.0013831344533098535 0.001727997061755265 0.0011828817203917835 0.0010729943590899785 0.001050707754041401
leaf_count=451 352 614 485 147 275 797
internal_value=0 -0.0018923 -0.0045235 -0.0147647 0.00397728 -0.00418011
internal_weight=0 0.00766928 0.00641772 0.00291088 0.00350684 0.0021237
internal_count=3121 2769 2318 632 1686 1072
is_linear=0
shrinkage=0.1


Tree=5890
num_leaves=8
num_cat=0
split_feature=4 42 43 49 0 43 15
split_gain=2.97035e-05 4.83851e-05 7.57131e-05 6.08904e-05 8.98811e-05 6.65993e-05 6.57608e-05
threshold=0.27834500000000006 0.091735000000000025 0.093175000000000022 -0.0060549999999999988 -0.10151999999999999 -0.084004999999999982 -0.033689999999999991
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=-1.3257221226367549e-05 0.00024459180874688918 -0.00043418948644575203 0.00050829987945498034 0.00046845372282942237 0.00015145335561457833 -0.00045605175150681567 -0.00068870045754935581
leaf_weight=0.0011869882718162387 0.0016420193011808587 0.0010659152154380847 0.0010217747591986896 0.0014467673467094826 0.0014766733481910172 0.0013086340654155774 0.0010394924781703084
leaf_count=216 340 563 193 215 352 991 251
internal_value=0 -4.33513e-05 1.23415e-05 -6.61215e-05 7.19708e-05 -0.000133974 -0.000328606
internal_weight=0 0.00854625 0.00748033 0.00645856 0.00423207 0.00278531 0.00222648
internal_count=3121 2781 2218 2025 1558 1343 467
is_linear=0
shrinkage=0.00196078


Tree=5891
num_leaves=8
num_cat=0
split_feature=50 15 16 2 43 0 13
split_gain=1.59347e-05 3.46051e-05 4.90497e-05 4.68833e-05 4.98197e-05 0.000108539 8.86762e-05
threshold=0.088425000000000017 -0.15026499999999995 -0.36241499999999999 0.10644500000000001 -0.074359999999999996 -0.11991499999999998 -0.0034749999999999994
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -6 -4
right_child=-2 2 3 -5 5 -7 -8
leaf_value=0.018522074081795192 -0.011615332301093847 -0.020106220592148859 0.029768090799291998 0.018958050792721313 0.012253553443537249 -0.03046351507101196 -0.010419943879088633
leaf_weight=0.0010363837360490664 0.0010541595457807728 0.0011338544974628662 0.0010466071300776142 0.0013523721164519957 0.0010437843951661219 0.001382874855003303 0.0011549306080644206
leaf_count=326 560 216 489 352 97 887 194
internal_value=0 0.00145026 -0.00103665 0.00257874 -0.00220733 -0.0120895 0.00868538
internal_weight=0 0.00815081 0.00711442 0.00598057 0.0046282 0.00242666 0.00220154
internal_count=3121 2561 2235 2019 1667 984 683
is_linear=0
shrinkage=0.1


Tree=5892
num_leaves=8
num_cat=0
split_feature=131 13 49 48 42 16 52
split_gain=1.46519e-05 2.76656e-05 3.93249e-05 7.27137e-05 5.87968e-05 5.17132e-05 4.45296e-05
threshold=0.082070000000000018 -0.23438999999999996 0.0043850000000000009 0.086260000000000017 0.086325000000000013 -0.082404999999999992 -0.046924999999999988
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=0.016690885254418961 -0.01119565043028903 0.02355303488829457 0.015968098531215367 -0.025475191389849012 -0.018812621640561897 0.01141795971577792 -0.016699932426645834
leaf_weight=0.0010317563465190981 0.001043670914179195 0.001315748957564472 0.0011641978435551351 0.0012578541183360121 0.0010825896617377997 0.0012393663090397417 0.0010323986846781257
leaf_count=138 501 365 587 263 628 299 340
internal_value=0 0.00139101 -0.000834791 -0.00413473 0.00161315 0.00777695 -0.00136016
internal_weight=0 0.00812391 0.00709216 0.00592796 0.0046701 0.00358751 0.00227176
internal_count=3121 2620 2482 1895 1632 1004 639
is_linear=0
shrinkage=0.1


Tree=5893
num_leaves=7
num_cat=0
split_feature=52 15 3 15 150 15
split_gain=1.36954e-05 3.24457e-05 8.84589e-05 5.94982e-05 5.5988e-05 0.000104464
threshold=0.11434500000000002 -0.016799999999999995 -0.08824499999999999 1.0000000180025095e-35 0.081835000000000019 -0.10653
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=0.0045973635103002284 -0.0097455256470131025 -0.011623532170691295 0.035464399259273409 0.0044240338371408436 0.013967971373373911 -0.034115411475773953
leaf_weight=0.0015885828512996109 0.0012539228401937377 0.0014544093824989429 0.0011974239209107149 0.0012750890078485249 0.0011267522109144113 0.0012420090507205533
leaf_count=386 501 480 235 690 285 544
internal_value=0 0.00150574 0.00794556 0.0194567 -0.00488457 -0.0123891
internal_weight=0 0.00788427 0.00392692 0.00247251 0.00395734 0.00283059
internal_count=3121 2620 1405 925 1215 930
is_linear=0
shrinkage=0.1


Tree=5894
num_leaves=7
num_cat=0
split_feature=1 48 13 42 4 4
split_gain=1.6585e-05 4.79591e-05 4.39997e-05 4.34522e-05 5.64867e-05 3.25018e-05
threshold=0.111945 0.091545000000000015 -0.094514999999999988 0.081660000000000024 -1.0000000180025095e-35 0.24564500000000003
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=0.0083710753790721387 -0.0022413682960211257 0.015044372380054315 0.0064545065280100416 -0.029905067925142543 -0.022673268738946338 0.019989152644711856
leaf_weight=0.0013559318076164051 0.0016861589980933507 0.0012112686900817276 0.0015615604064425129 0.0010507452372378909 0.0011606173199674792 0.0010782203485790241
leaf_count=198 221 266 838 1050 272 276
internal_value=0 -0.00285249 -0.00707914 -0.0126317 -0.0059643 0.00642944
internal_weight=0 0.00634012 0.00512885 0.00377292 0.00272218 0.00276438
internal_count=3121 2624 2358 2160 1110 497
is_linear=0
shrinkage=0.1


Tree=5895
num_leaves=8
num_cat=0
split_feature=159 15 49 0 2 4 15
split_gain=3.93881e-05 9.32305e-05 8.24921e-05 7.7209e-05 8.11734e-05 9.17234e-05 4.28046e-05
threshold=0.091005000000000016 -0.11713499999999999 -0.0060549999999999988 -0.10096999999999999 0.10097500000000002 -0.083854999999999985 -0.031204999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 -1 6 -4 5 -5 -3
right_child=-2 2 3 4 -6 -7 -8
leaf_value=-0.0003857824049775607 -0.00037096684785293041 8.3612661891475668e-05 0.00063166209651146219 0.00068911429157891401 -0.00031205443647632099 -4.2655143138614653e-05 -0.0004151629102830403
leaf_weight=0.0016707254916182709 0.0010114957085752387 0.0013540842740070477 0.0015518369444355541 0.0012539402608577933 0.0011896504058000663 0.0013869776147608858 0.0012933694980706684
leaf_count=365 382 238 182 370 350 992 242
internal_value=0 3.5634e-05 0.000123316 0.000262698 0.000113224 0.000304798 -0.000160056
internal_weight=0 0.00970058 0.00802986 0.00538241 0.00383057 0.00264092 0.00264745
internal_count=3121 2739 2374 1894 1712 1362 480
is_linear=0
shrinkage=0.00196078


Tree=5896
num_leaves=7
num_cat=0
split_feature=1 12 48 3 2 2
split_gain=1.53424e-05 3.32241e-05 7.15552e-05 3.51955e-05 6.43262e-05 4.46428e-05
threshold=0.12500000000000003 0.09334000000000002 0.093265000000000015 -0.015584999999999998 0.088850000000000012 0.092875000000000013
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=-0.011459335598215841 0.0095557864302201825 -0.013308478828731589 0.024449727734284596 0.0013434976102625403 0.022416087228439078 -0.025773367452096359
leaf_weight=0.0011185935469950434 0.0014102512672740548 0.0018894980837935631 0.0011374124307063412 0.001247280920831454 0.0011236397924964424 0.0011828935682114653
leaf_count=1031 279 767 209 184 449 202
internal_value=0 -0.00178965 0.00195656 -0.00351899 0.00551649 -0.0118557
internal_weight=0 0.00769932 0.00580982 0.00467241 0.00224223 0.00243017
internal_count=3121 2842 2075 1866 1480 386
is_linear=0
shrinkage=0.1


Tree=5897
num_leaves=9
num_cat=0
split_feature=48 16 16 133 52 52 0 15
split_gain=6.96856e-05 9.07755e-05 6.46837e-05 0.000123785 0.00013735 6.59762e-05 9.70362e-05 3.40552e-05
threshold=0.11951500000000001 -0.50859499999999991 -0.008904999999999998 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.11756999999999999 -0.013969999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 5 4 7 6 -3 -4
right_child=-2 2 3 -5 -6 -7 -8 -9
leaf_value=0.00059971056745224214 -0.00048434373224784058 -0.00042221595132363525 0.00029214322000225358 -0.00042587945496185285 0.00091571898221079473 -0.00063510790456217168 0.00026960859243783665 -0.00019857296541850924
leaf_weight=0.0010062267190160202 0.0010727912985635637 0.001480968074740579 0.0011256256300901236 0.0010944592369592238 0.0010600830200235426 0.0010072941974149248 0.0016455945929411181 0.0010517904970159847
leaf_count=168 114 171 262 393 110 946 677 280
internal_value=0 4.29368e-05 -2.324e-05 0.000144188 0.000336904 -0.000198692 -5.809e-05 5.51051e-05
internal_weight=0 0.00947204 0.00846582 0.00433196 0.0032375 0.00413386 0.00312656 0.00217742
internal_count=3121 3007 2839 1045 652 1794 848 542
is_linear=0
shrinkage=0.00196078


Tree=5898
num_leaves=6
num_cat=0
split_feature=15 43 3 0 49
split_gain=1.44837e-05 3.70674e-05 5.09851e-05 8.28913e-05 8.26451e-05
threshold=-0.11713499999999999 -0.17390999999999998 -0.10831999999999999 -0.082974999999999979 -0.006494999999999999
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0083672504312072033 0.016863980286078915 0.01804077713500115 -0.0117967470020747 -0.022816309141613408 0.020598731201754303
leaf_weight=0.0016987901916954646 0.0013487078777254004 0.0010973458081636684 0.001612738926508657 0.0018126904709740771 0.0015389702233545672
leaf_count=484 184 219 325 1125 784
internal_value=0 0.00187012 -0.00146594 -0.00577777 0.00402187
internal_weight=0 0.00741045 0.00606175 0.0049644 0.00315171
internal_count=3121 2637 2453 2234 1109
is_linear=0
shrinkage=0.1


Tree=5899
num_leaves=8
num_cat=0
split_feature=14 49 2 4 12 0 1
split_gain=3.02372e-05 5.38961e-05 4.34871e-05 8.07507e-05 6.31335e-05 5.06477e-05 3.1921e-05
threshold=-1.0000000180025095e-35 0.065470000000000014 0.10912000000000001 -0.10429499999999998 0.086700000000000013 -0.12333499999999999 0.090965000000000004
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -6
right_child=1 -3 -4 4 6 -7 -8
leaf_value=-0.00032018674020971094 -0.00048715875645952774 0.00046053249271454743 0.00025053243216047552 9.3168962858354069e-05 0.00053615174171642397 -0.00045800325166450235 5.1914026324180403e-05
leaf_weight=0.0010298788097109239 0.0015355305206413358 0.0010130608967508963 0.0017802300102569496 0.0013173454065642104 0.0010035301256110369 0.0012484255251769866 0.0010938946914714387
leaf_count=161 250 567 356 136 735 599 317
internal_value=0 3.45074e-05 -1.95835e-05 -9.71589e-05 3.1263e-05 -0.000175015 0.000283602
internal_weight=0 0.00899202 0.00797896 0.00619873 0.0046632 0.00256577 0.00209742
internal_count=3121 2960 2393 2037 1787 735 1052
is_linear=0
shrinkage=0.00196078


Tree=5900
num_leaves=8
num_cat=0
split_feature=14 49 2 4 12 0 1
split_gain=3.06366e-05 5.27509e-05 6.93832e-05 6.67404e-05 7.53935e-05 4.68394e-05 4.07269e-05
threshold=-1.0000000180025095e-35 0.0043850000000000009 0.10912000000000001 -0.10429499999999998 0.086700000000000013 -0.12333499999999999 0.090475000000000014
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -6
right_child=1 -3 -4 4 6 -7 -8
leaf_value=-0.00031935765249333983 -0.00047038367774561804 0.00042066135887829217 0.00032609838123372057 3.3637621859691599e-05 0.00055870034718067036 -0.00049976131296686102 1.2767814653906272e-05
leaf_weight=0.0010495459875272334 0.0015616649703128127 0.0011828437064874331 0.0017123615737518671 0.0012818405874273704 0.0010015371322936301 0.0012503345100596639 0.0011050156166272816
leaf_count=161 250 611 344 131 708 587 329
internal_value=0 3.44464e-05 -2.32873e-05 -0.000119777 -1.7425e-06 -0.000229743 0.000272325
internal_weight=0 0.0090956 0.00791275 0.00620039 0.00463873 0.00253218 0.00210655
internal_count=3121 2960 2349 2005 1755 718 1037
is_linear=0
shrinkage=0.00196078


Tree=5901
num_leaves=7
num_cat=0
split_feature=16 1 16 0 15 43
split_gain=1.503e-05 5.18948e-05 4.18931e-05 3.42642e-05 4.20143e-05 2.15818e-05
threshold=0.38525000000000004 0.077565000000000009 -0.008904999999999998 -0.20211999999999997 -0.03241999999999999 -1.0000000180025095e-35
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=-0.025098805090123744 0.0098491661609704292 -0.014416240832430278 0.018869031420652313 0.01352329927801001 -0.011718276573058455 -0.0052166499562553391
leaf_weight=0.0010511241254383768 0.0013159187514975709 0.001378434660971789 0.0013327057939156207 0.0018926602435698375 0.0010120241218291447 0.0011360123168804204
leaf_count=1154 311 130 356 477 336 357
internal_value=0 -0.00170413 0.00338523 -0.0014326 0.00472886 -0.0147719
internal_weight=0 0.00780296 0.00561582 0.00428312 0.00290468 0.00218714
internal_count=3121 2810 1299 943 813 1511
is_linear=0
shrinkage=0.1


Tree=5902
num_leaves=7
num_cat=0
split_feature=50 4 4 4 52 0
split_gain=1.3836e-05 2.75846e-05 3.20006e-05 2.75398e-05 6.14829e-05 1.69168e-05
threshold=0.088425000000000017 0.27834500000000006 0.098655000000000007 0.0061450000000000003 -0.0064899999999999992 0.10455500000000001
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=-0.015221209424623922 -0.010839891663711498 0.015263396881040229 -0.013947450414066054 0.01413206245934385 0.019179455391557437 0.00088175372537981913
leaf_weight=0.0018247729620226435 0.0010483474600516398 0.0012141433783415725 0.0015092073450368127 0.0014815736346311427 0.0010181799059086765 0.0010030213413362219
leaf_count=836 560 315 206 291 869 44
internal_value=0 0.00137343 -0.0010933 0.00254808 -0.00191439 0.0100992
internal_weight=0 0.0080509 0.00683676 0.00532755 0.00384597 0.0020212
internal_count=3121 2561 2246 2040 1749 913
is_linear=0
shrinkage=0.1


Tree=5903
num_leaves=8
num_cat=0
split_feature=0 3 1 1 160 0 12
split_gain=2.45088e-05 5.50621e-05 5.32138e-05 4.2559e-05 4.99628e-05 8.77761e-05 8.02545e-05
threshold=-0.060129999999999996 0.076840000000000006 0.077845000000000011 0.08844500000000001 -1.0000000180025095e-35 -0.20211999999999997 0.090840000000000018
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 -1 -5 -6 -7
right_child=1 -3 -4 4 5 6 -8
leaf_value=-0.00034265202000839667 3.7903352626535766e-05 -0.00025479669771594557 0.00062719833571297416 -0.00035402328345988026 -0.00029213241172681227 0.00065186741600723808 -6.6243164466734959e-05
leaf_weight=0.0017273850954541503 0.0013903981887474408 0.0010254014579942706 0.0010223143554778673 0.0010846702303253302 0.0012773885048317779 0.001388004151496466 0.0010517043014657257
leaf_count=1665 160 125 288 263 90 297 233
internal_value=0 0.000125832 0.000287599 -7.87132e-05 1.6236e-05 0.00012428 0.000342306
internal_weight=0 0.00343811 0.00241271 0.00652915 0.00480177 0.0037171 0.00243971
internal_count=3121 573 448 2548 883 620 530
is_linear=0
shrinkage=0.00196078


Tree=5904
num_leaves=8
num_cat=0
split_feature=14 49 2 4 47 49 0
split_gain=3.83155e-05 5.00805e-05 5.73854e-05 7.37217e-05 6.82259e-05 7.57605e-05 4.00099e-05
threshold=-1.0000000180025095e-35 0.065470000000000014 0.10912000000000001 -0.10429499999999998 0.092530000000000015 -0.054319999999999993 -0.10096999999999999
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=-0.00035965464662349156 -0.00047477605544714064 0.00045184256769873507 0.00029442607412013096 -0.00023290943393438758 -0.00036059239950527616 0.00065905657271887633 0.00012655682378308417
leaf_weight=0.0010382240556210858 0.0015416980500450412 0.0010000584297675591 0.0018014443069344051 0.0011747360275520531 0.0013032933873293505 0.0010548710961036311 0.0011168376668657953
leaf_count=161 250 567 356 235 191 108 1253
internal_value=0 3.81742e-05 -1.35834e-05 -0.000103201 2.00008e-05 0.000168225 0.00038521
internal_weight=0 0.00899294 0.00799288 0.00619144 0.00464974 0.00334644 0.00217171
internal_count=3121 2960 2393 2037 1787 1596 1361
is_linear=0
shrinkage=0.00196078


Tree=5905
num_leaves=8
num_cat=0
split_feature=14 49 2 4 12 0 1
split_gain=2.6943e-05 5.38113e-05 6.32103e-05 7.87961e-05 8.03155e-05 4.43034e-05 4.26328e-05
threshold=-1.0000000180025095e-35 0.065470000000000014 0.10912000000000001 -0.10429499999999998 0.086700000000000013 -0.12333499999999999 0.090475000000000014
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -6
right_child=1 -3 -4 4 6 -7 -8
leaf_value=-0.00030008388018243045 -0.00050100790999227731 0.00045126926191933363 0.00029906099600548889 2.8041059533880489e-05 0.00058277205246926782 -0.00048299867511343998 2.5615982606358684e-05
leaf_weight=0.0010653189474733862 0.0015498976482654948 0.0010312275339788386 0.0018044745008625003 0.0013347388633299375 0.0010130284597271375 0.0012754455442039344 0.0011028653518632293
leaf_count=161 250 567 356 136 716 599 336
internal_value=0 2.9468e-05 -2.43623e-05 -0.000117353 8.46466e-06 -0.000221674 0.000292366
internal_weight=0 0.00911168 0.00808045 0.00627598 0.00472608 0.00261018 0.00211589
internal_count=3121 2960 2393 2037 1787 735 1052
is_linear=0
shrinkage=0.00196078


Tree=5906
num_leaves=7
num_cat=0
split_feature=11 43 2 43 3 12
split_gain=1.50125e-05 2.73044e-05 4.58428e-05 4.66212e-05 4.99897e-05 4.34756e-05
threshold=1.0000000180025095e-35 -0.067199999999999996 0.089885000000000007 0.05259500000000001 0.12178000000000001 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=0.025486521452979527 -0.01125517787906216 -0.017922704533179856 0.0089219466095972581 0.020065997864089479 -0.01845630260983577 -0.0001797178934396509
leaf_weight=0.0010493484461877713 0.0010561354098747736 0.0014568058683762566 0.0013879050561177559 0.0011207578468196712 0.0012838010916534776 0.0017785410310925821
leaf_count=271 244 845 385 229 149 998
internal_value=0 0.00142283 -0.00284462 0.00294735 -0.00423378 0.00934429
internal_weight=0 0.00807716 0.00524927 0.00379246 0.00267171 0.00282789
internal_count=3121 2877 1608 763 534 1269
is_linear=0
shrinkage=0.1


Tree=5907
num_leaves=8
num_cat=0
split_feature=15 52 43 13 2 4 15
split_gain=4.59764e-05 3.68157e-05 5.23679e-05 6.13635e-05 5.54559e-05 7.87306e-05 0.00010216
threshold=-0.24436499999999997 -0.26636999999999994 -0.084004999999999982 -0.0034749999999999994 0.11144000000000001 -0.059649999999999988 -0.043924999999999992
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=0.00038744013949737293 -0.00040423353825354264 0.00056572916201624781 -0.0006128601580063631 -4.7742654011941417e-05 0.00018404774341770907 -0.00033611898258108702 0.00044206844494413318
leaf_weight=0.0010068494872897743 0.0010247898468439187 0.0011277091099873228 0.0014025472588007236 0.0014115073394509767 0.0017190885227050647 0.0017180759997009369 0.0010419346464262741
leaf_count=253 352 348 846 290 269 520 243
internal_value=0 -5.3327e-05 -1.06229e-05 0.000224711 -0.000112221 -0.000234576 -4.23446e-05
internal_weight=0 0.00944565 0.00842086 0.00253922 0.00588165 0.00416256 0.00276001
internal_count=3121 2868 2516 638 1878 1609 763
is_linear=0
shrinkage=0.00196078


Tree=5908
num_leaves=7
num_cat=0
split_feature=1 12 48 3 2 0
split_gain=1.43883e-05 2.8262e-05 6.05333e-05 2.4272e-05 4.89399e-05 4.15408e-05
threshold=0.12500000000000003 0.09334000000000002 0.093265000000000015 -0.015584999999999998 0.088850000000000012 -0.22491999999999998
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=-0.010557886666295375 0.0091983787069719099 -0.012330336337718758 0.022383722902967623 0.0050962157069301163 0.019010303462317454 -0.02137230901108193
leaf_weight=0.0011225338344238046 0.001421424232066734 0.0019022347750017226 0.0011390044101235149 0.0010233161130215607 0.0011165824064688266 0.0014098854152150109
leaf_count=1031 279 767 209 94 449 292
internal_value=0 -0.00175049 0.00171264 -0.0033265 0.00418691 -0.0102406
internal_weight=0 0.00771356 0.00581132 0.00467232 0.00223912 0.0024332
internal_count=3121 2842 2075 1866 1480 386
is_linear=0
shrinkage=0.1


Tree=5909
num_leaves=9
num_cat=0
split_feature=14 15 15 150 1 42 15 12
split_gain=3.40243e-05 5.0426e-05 3.59551e-05 0.000144832 5.04302e-05 5.8834e-05 4.91048e-05 4.38145e-05
threshold=-1.0000000180025095e-35 -0.10653 -0.037864999999999989 0.081835000000000019 0.11146500000000002 0.086325000000000013 1.0000000180025095e-35 0.082095000000000015
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=-0.00034208680011503609 0.0003728734788074683 -0.00074791158232294396 0.00054578726856935377 0.00027008470447186211 0.0004383867466480094 -0.00043748498489519765 -0.00022108731432783849 -1.9702646404391821e-05
leaf_weight=0.001046525036853911 0.0014040160663502006 0.0010906154875214393 0.001085005389714337 0.0010591187100324536 0.0010535807215593333 0.0010773053123599107 0.0012350502956462394 0.0010238775944254824
leaf_count=161 388 599 148 210 95 625 646 249
internal_value=0 3.13908e-05 -3.14912e-05 -0.000246371 5.28832e-05 -3.89822e-05 8.94022e-05 0.000271238
internal_weight=0 0.00902857 0.00762455 0.00214973 0.00547482 0.00442124 0.00334393 0.00210888
internal_count=3121 2960 2572 809 1763 1668 1043 397
is_linear=0
shrinkage=0.00196078


Tree=5910
num_leaves=8
num_cat=0
split_feature=48 16 13 16 0 13 2
split_gain=4.32299e-05 8.10278e-05 5.02982e-05 3.94109e-05 8.33037e-05 7.44665e-05 8.37923e-05
threshold=0.11951500000000001 -0.5048999999999999 -0.095539999999999986 0.013515000000000001 -0.053834999999999994 0.0076650000000000008 0.084055000000000005
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=0.00055314854345469319 -0.00039166029281611348 -0.00034033658260302583 0.00043067021831492437 0.00065513879426568674 -5.3341146599542167e-05 -0.00052965915115849927 -0.00024641084168277818
leaf_weight=0.0010304517175998137 0.0010131960842777567 0.0016142957650996624 0.0013768734190606636 0.0010630737794775709 0.0015960244707973288 0.001036844164775915 0.0014352177019021856
leaf_count=192 114 287 540 364 293 287 1044
internal_value=0 3.51879e-05 -3.0524e-05 4.6324e-05 0.0002299 -8.05025e-05 8.51058e-05
internal_weight=0 0.00915278 0.00812233 0.00650803 0.0026591 0.00384894 0.00281209
internal_count=3121 3007 2815 2528 657 1871 1584
is_linear=0
shrinkage=0.00196078


Tree=5911
num_leaves=8
num_cat=0
split_feature=11 43 133 52 2 13 1
split_gain=9.2279e-05 5.62096e-05 8.8386e-05 0.000109598 0.000121842 5.70708e-05 6.21971e-05
threshold=0.081365000000000007 -0.04890499999999999 -1.0000000180025095e-35 -0.0064899999999999992 0.10613000000000002 0.18141000000000002 0.090405000000000013
decision_type=2 2 2 2 2 2 2
left_child=1 5 -3 -4 -5 6 -1
right_child=-2 2 3 4 -6 -7 -8
leaf_value=0.00011816503377877098 -0.000573378662270083 -0.00058691074314756004 -0.00032772141018691211 0.00062909746461117637 -0.00011261558050125555 -0.00011276442091112013 0.00073614211293824021
leaf_weight=0.0013344218872638866 0.001009490760946404 0.0010367432716333084 0.0019875044157348872 0.0016733057199782599 0.0017337663685568258 0.0011920347100233602 0.0011797341236133795
leaf_count=869 178 754 272 350 162 138 398
internal_value=0 4.82677e-05 -6.25688e-05 3.82005e-05 0.00025166 0.000240601 0.000408143
internal_weight=0 0.0101375 0.00643132 0.00539458 0.00340707 0.00370619 0.00251416
internal_count=3121 2943 1538 784 512 1405 1267
is_linear=0
shrinkage=0.00196078


Tree=5912
num_leaves=9
num_cat=0
split_feature=48 16 52 12 0 151 13 0
split_gain=5.16368e-05 0.000107485 5.56209e-05 4.62999e-05 6.90191e-05 0.000103466 4.79808e-05 4.15004e-05
threshold=0.11951500000000001 -0.5048999999999999 0.11434500000000002 0.088305000000000008 -0.019414999999999998 -0.0067699999999999991 -0.08645499999999999 -0.12333499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -5 -7
right_child=-2 2 -4 6 -6 7 -8 -9
leaf_value=0.00062584238183580607 -0.00041703140971214182 0.00024697296056114097 -0.00045957099530370796 0.00054210699746866343 0.00031942282181897158 -0.00021886984942595252 1.9625705870382509e-05 -0.00076085929540348186
leaf_weight=0.0010690878670908807 0.0010541909152531866 0.0010951263682988143 0.001036781743323517 0.0010970405353268268 0.0011207231646561183 0.0010771994396795563 0.0017596518046130091 0.0010956072954807759
leaf_count=192 114 309 437 127 171 127 918 726
internal_value=0 4.07364e-05 -3.47912e-05 2.59932e-05 -0.000100468 -0.000244467 0.000220271 -0.00049216
internal_weight=0 0.00935122 0.00828213 0.00724535 0.00438866 0.00326793 0.00285669 0.00217281
internal_count=3121 3007 2815 2378 1333 1162 1045 853
is_linear=0
shrinkage=0.00196078


Tree=5913
num_leaves=6
num_cat=0
split_feature=15 52 2 0 16
split_gain=1.41615e-05 2.70867e-05 5.30542e-05 3.12448e-05 4.52491e-05
threshold=-0.11713499999999999 -0.088204999999999992 0.10097500000000002 -0.077999999999999986 -0.095564999999999983
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
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leaf_value=-0.0082583331125943623 -0.0087819440960746689 0.020324563384654833 -0.0085477806101948994 0.024677359401153065 -0.0066964088541209598
leaf_weight=0.0017162226239787306 0.0018249634297554818 0.0011305759222988766 0.00187182328974313 0.001288915334835525 0.001371587218375481
leaf_count=484 616 262 399 383 977
internal_value=0 0.00181282 0.00522715 0.0120284 0.00551273
internal_weight=0 0.00748787 0.0056629 0.00379108 0.00250216
internal_count=3121 2637 2021 1622 1239
is_linear=0
shrinkage=0.1


Tree=5914
num_leaves=7
num_cat=0
split_feature=42 43 0 4 48 16
split_gain=1.55257e-05 3.29995e-05 5.61042e-05 4.90421e-05 5.08868e-05 8.54206e-05
threshold=-1.0000000180025095e-35 -0.052894999999999991 -0.068189999999999987 -0.27825499999999997 0.086035000000000014 -0.088159999999999988
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5
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leaf_value=-0.0094885155911002481 -0.0030486129506338095 -0.022003797966111391 0.029098258230347118 0.028602543273651967 -0.013142306957858172 -0.0052028107925688296
leaf_weight=0.0014668349916737823 0.0011472105561511512 0.0010341697187717163 0.0010306231932404354 0.001324532310833879 0.0014688423454023072 0.0017156504657501314
leaf_count=862 804 188 237 333 183 514
internal_value=0 0.00173437 0.0121644 -0.00236341 0.00214122 0.00952534
internal_weight=0 0.00772103 0.00217783 0.00554319 0.00450903 0.00304018
internal_count=3121 2259 1041 1218 1030 847
is_linear=0
shrinkage=0.1


Tree=5915
num_leaves=7
num_cat=0
split_feature=3 13 3 48 2 43
split_gain=1.5979e-05 4.12632e-05 4.46046e-05 6.49624e-05 7.50012e-05 2.92932e-05
threshold=0.13524500000000003 -0.095539999999999986 0.097915000000000016 0.083985000000000018 0.084245000000000014 -0.074359999999999996
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=-0.019432329723462267 0.0098310690636297798 0.022371759571910024 -0.014263811434573207 0.025534661646893678 -0.016270371963106961 -0.00071687013191856471
leaf_weight=0.0011352813155150864 0.0013886046342465467 0.0011681868281200392 0.0014562357148619198 0.0012374392245851741 0.0017370068939422298 0.0010375615656904927
leaf_count=217 192 296 127 410 1431 448
internal_value=0 -0.00181507 0.00119868 0.00554544 -0.000728209 0.0115111
internal_weight=0 0.00777171 0.00663643 0.00518019 0.00394276 0.00220575
internal_count=3121 2929 2712 2585 2175 744
is_linear=0
shrinkage=0.1


Tree=5916
num_leaves=8
num_cat=0
split_feature=1 3 457 0 2 43 2
split_gain=4.40943e-05 4.97111e-05 3.42732e-05 5.41048e-05 5.1321e-05 3.64912e-05 6.57452e-05
threshold=0.11588000000000001 0.10299500000000002 0.045365000000000009 -0.10224499999999999 0.10005000000000001 0.070450000000000013 0.086950000000000013
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=-0.00065332191226362055 0.00050184441422524199 -5.7728004868725513e-05 0.00020621458307703726 0.00015334894852228086 -8.7272485866274812e-05 0.00030481142711832909 -0.00042906786922405768
leaf_weight=0.0012128187178334065 0.001228062120776946 0.0012135436681936325 0.0013565001855898057 0.0016427131840465415 0.0012510081497765953 0.0011125023262979409 0.0013638391065731669
leaf_count=226 260 155 256 896 152 225 951
internal_value=0 0.000223722 -7.7585e-05 -0.000136066 -0.00036591 1.41591e-06 -0.000110848
internal_weight=0 0.00244161 0.00793938 0.00658288 0.00246383 0.00411905 0.00300655
internal_count=3121 415 2706 2450 378 2072 1847
is_linear=0
shrinkage=0.00196078


Tree=5917
num_leaves=9
num_cat=0
split_feature=15 15 52 2 2 160 16 0
split_gain=7.52388e-05 7.17143e-05 6.02289e-05 7.38159e-05 9.15412e-05 8.27521e-05 4.89019e-05 8.6237e-05
threshold=-0.24436499999999997 -0.11713499999999999 -0.28430999999999995 0.11448000000000001 0.10444500000000002 0.083670000000000008 -0.083539999999999989 -0.077999999999999986
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=0.000493052780587895 -0.00054950778843291203 -0.00045352362590289798 0.00044537373680268429 0.00049297029694560354 -0.00053829985548421364 -0.00041376231986962658 -0.00039619379389330546 0.00030782006647267035
leaf_weight=0.0010570587617595778 0.0010207727219137116 0.0010055815044866323 0.0017772076131336288 0.0012516894479568091 0.001116888305347453 0.0010740561742165625 0.0011063908174837704 0.001691902229401581
leaf_count=253 231 331 573 228 171 236 711 387
internal_value=0 -5.69047e-05 -1.18091e-06 5.55489e-05 -2.53674e-05 7.60367e-05 0.000191013 2.94666e-05
internal_weight=0 0.0100445 0.00902372 0.00801813 0.00676645 0.00564956 0.0045755 0.00279829
internal_count=3121 2868 2637 2306 2078 1907 1671 1098
is_linear=0
shrinkage=0.00196078


Tree=5918
num_leaves=8
num_cat=0
split_feature=1 484 457 4 4 0 0
split_gain=1.51261e-05 2.53692e-05 3.66489e-05 4.86201e-05 6.35889e-05 5.54643e-05 4.34624e-05
threshold=0.12500000000000003 0.073690000000000019 0.045365000000000009 -0.077679999999999985 0.053180000000000012 0.11070500000000001 -0.11756999999999999
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=0.018864254108617116 0.0093914902600985492 0.012165549624317679 0.012496512233570067 -0.036010569157939952 -0.019545749367183844 -0.013011806170459212 0.0077516234584803769
leaf_weight=0.0011790972527849707 0.001431860152579326 0.0011146364945268843 0.0011043403951825452 0.0010098633936605336 0.001173120674821569 0.0010164119813162399 0.0011600450450459281
leaf_count=796 279 347 216 940 128 115 300
internal_value=0 -0.00179504 -0.00413754 -0.00745424 -0.0150471 0.00410722 -0.00597355
internal_weight=0 0.00775752 0.00664288 0.00553854 0.00334303 0.00219551 0.00233317
internal_count=3121 2842 2495 2279 1368 911 428
is_linear=0
shrinkage=0.1


Tree=5919
num_leaves=7
num_cat=0
split_feature=2 2 15 12 13 16
split_gain=1.69106e-05 4.31925e-05 3.2941e-05 3.85193e-05 2.94924e-05 1.91459e-05
threshold=0.099185000000000009 0.091185000000000002 -0.040439999999999997 0.084100000000000022 -0.08971999999999998 -0.074319999999999983
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -2 -6
right_child=4 -3 3 -5 5 -7
leaf_value=-0.0085452409465754664 0.017142338990527153 -0.020773963986596186 0.023453846663118054 -0.0029431764005242202 -0.011295132102777557 0.0062164051535811993
leaf_weight=0.0019162615801925184 0.0013153465382498529 0.001159779368576138 0.0010344913929882268 0.0011872059026509551 0.0010932829038744316 0.0014556214289332806
leaf_count=622 200 403 274 903 246 473
internal_value=0 -0.00371847 0.00106181 0.0093481 0.00498106 -0.00129469
internal_weight=0 0.00529774 0.00413796 0.0022217 0.00386425 0.0025489
internal_count=3121 2202 1799 1177 919 719
is_linear=0
shrinkage=0.1


Tree=5920
num_leaves=8
num_cat=0
split_feature=11 2 52 13 133 52 52
split_gain=4.79081e-05 6.05563e-05 0.000110989 8.36719e-05 9.67347e-05 8.19901e-05 7.37851e-05
threshold=0.079915000000000014 0.10912000000000001 0.10160000000000001 0.0076650000000000008 0.083950000000000011 0.0031350000000000002 -0.066844999999999988
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 6 -3 -1
right_child=-2 5 -4 -5 -6 -7 -8
leaf_value=-0.00032170731230349238 -0.00041661752643931536 2.7129411481963815e-05 -0.00066413961181895954 -0.00041901795504260575 0.00068630325724108768 0.00071875135199339895 0.00025628835215037323
leaf_weight=0.0015148347761320233 0.0010150200720784623 0.0018929526904608112 0.0010273048200611298 0.0012209183224727938 0.0010331340092587463 0.0010109371752577818 0.0019322763444555055
leaf_count=303 199 358 443 241 613 194 770
internal_value=0 3.12526e-05 -7.08825e-05 3.60177e-05 0.00016002 0.000267905 2.28786e-06
internal_weight=0 0.00963236 0.00672847 0.00570116 0.00448025 0.00290389 0.00344711
internal_count=3121 2922 2370 1927 1686 552 1073
is_linear=0
shrinkage=0.00196078


Tree=5921
num_leaves=8
num_cat=0
split_feature=48 16 52 0 48 15 52
split_gain=4.61482e-05 9.19135e-05 5.63124e-05 5.77927e-05 5.03343e-05 8.00307e-05 6.00287e-05
threshold=0.11951500000000001 -0.5048999999999999 0.11434500000000002 -0.010949999999999998 0.085875000000000021 -0.095244999999999982 -0.0064899999999999992
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=0.00056534320392159353 -0.00039745903232348462 0.00038084284830926859 -0.00046097777872492211 0.00032483314271844802 -0.00045904647112904854 -0.00041079651390294776 0.00013996060121738147
leaf_weight=0.0011143349721504962 0.0010486155117256047 0.0015381333630750831 0.0010399148964259711 0.0018686065742696996 0.0010555404119005135 0.0017169249466531282 0.0013663339019291342
leaf_count=192 114 225 437 266 322 646 919
internal_value=0 3.55431e-05 -3.32214e-05 2.57313e-05 -7.27204e-05 1.55177e-05 -0.000166731
internal_weight=0 0.00969979 0.00858545 0.00754554 0.00567693 0.00462139 0.00308326
internal_count=3121 3007 2815 2378 2112 1790 1565
is_linear=0
shrinkage=0.00196078


Tree=5922
num_leaves=9
num_cat=0
split_feature=48 16 52 0 0 16 2 13
split_gain=3.89145e-05 8.74374e-05 5.24855e-05 5.85375e-05 6.60068e-05 5.68296e-05 5.5884e-05 6.7854e-06
threshold=0.11951500000000001 -0.5048999999999999 0.11434500000000002 -0.077999999999999986 -0.10607499999999999 0.15273500000000004 0.092875000000000013 -0.0075049999999999987
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -5 -3 -7
right_child=-2 2 -4 5 -6 7 -8 -9
leaf_value=0.00057095996205267939 -0.00037060804148287538 0.00026355416355275602 -0.00045206358999354962 0.00052642928516955293 -0.00054178981850996422 0.00011993359764301805 -0.0003228459026317057 -0.00010768636947072224
leaf_weight=0.0010432544082497617 0.0010004989618604661 0.001559606195414003 0.0010027505912062274 0.001347500990269185 0.0011138046159318116 0.0010077991169432684 0.0010424713993957575 0.0010062700300365543
leaf_count=192 114 152 437 461 1226 156 165 218
internal_value=0 3.67466e-05 -3.2227e-05 2.72565e-05 -0.000142352 0.000214742 2.86245e-05 6.21002e-06
internal_weight=0 0.00912346 0.0080802 0.00707745 0.00371588 0.00336157 0.00260208 0.00201407
internal_count=3121 3007 2815 2378 1543 835 317 374
is_linear=0
shrinkage=0.00196078


Tree=5923
num_leaves=8
num_cat=0
split_feature=48 16 52 0 13 1 2
split_gain=5.64562e-05 0.000101852 5.30464e-05 4.88508e-05 8.22058e-05 5.75735e-05 3.23556e-05
threshold=0.11951500000000001 -0.5048999999999999 0.11434500000000002 -0.084269999999999984 -0.076599999999999988 0.094090000000000021 0.096540000000000015
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=0.00060169546544631904 -0.00043839912507687444 -0.00040617765696729114 -0.00044262159657470042 0.00057874659441375606 -0.00018881789665264523 0.00011068806598765078 0.00025440662919542882
leaf_weight=0.0011080211446470216 0.0010390730590786055 0.0016568599985874923 0.0010520119918649663 0.0013022878168782496 0.0016752852396545671 0.001657401185495011 0.0010180258335365092
leaf_count=192 114 848 437 319 651 216 344
internal_value=0 4.30719e-05 -3.09506e-05 2.82958e-05 0.000174283 -0.000147703 -2.12866e-05
internal_weight=0 0.00946989 0.00836187 0.00730986 0.0039956 0.00331426 0.00269331
internal_count=3121 3007 2815 2378 1314 1064 995
is_linear=0
shrinkage=0.00196078


Tree=5924
num_leaves=8
num_cat=0
split_feature=4 47 4 2 4 0 15
split_gain=1.50716e-05 2.80344e-05 6.59712e-05 6.53279e-05 5.09999e-05 5.08129e-05 5.66956e-05
threshold=0.27834500000000006 0.11402500000000002 0.055260000000000011 0.11093500000000002 -0.35136499999999998 -0.077999999999999986 -0.089024999999999979
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=-0.024349454381041375 0.009122644666535366 0.013245179283214887 -0.024562705290489276 0.021501180614178439 0.0099387447217374053 0.019748931550423909 -0.022482647110486982
leaf_weight=0.0010446016282524067 0.0014966241718196681 0.0010628201203356545 0.0012890607560568368 0.0011723749503364644 0.0010041248673131062 0.0010022161371461714 0.0011653295350164553
leaf_count=180 340 123 299 245 315 447 1172
internal_value=0 -0.00183978 -0.00424069 0.000620696 -0.00518532 0.00112646 -0.00747651
internal_weight=0 0.00774053 0.00667771 0.00538865 0.00421627 0.00317167 0.00216945
internal_count=3121 2781 2658 2359 2114 1934 1487
is_linear=0
shrinkage=0.1


Tree=5925
num_leaves=7
num_cat=0
split_feature=42 160 151 16 0 2
split_gain=1.59272e-05 3.3741e-05 4.45114e-05 7.00226e-05 5.28533e-05 6.62734e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 0.16703000000000004 -0.084269999999999984 0.090675000000000019
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4
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leaf_value=-0.0095892231786472212 -0.010060103721983326 -0.011998451226665657 -0.011011720788468581 -0.010561448952672314 0.034061579318227925 0.023344757095004803
leaf_weight=0.0014729276164572964 0.0018410335719602428 0.0011714297129556484 0.0010083522244349091 0.0012457309879880842 0.0011991715771497769 0.0012668811751904811
leaf_count=862 828 300 286 278 411 156
internal_value=0 0.00175671 0.00544931 0.00977944 0.0170726 0.00811844
internal_weight=0 0.0077326 0.00589157 0.00472014 0.0034744 0.00227523
internal_count=3121 2259 1431 1131 853 442
is_linear=0
shrinkage=0.1


Tree=5926
num_leaves=7
num_cat=0
split_feature=47 4 160 52 2 4
split_gain=1.35106e-05 6.07997e-05 3.15884e-05 5.58305e-05 6.42832e-05 6.5552e-05
threshold=0.11926500000000002 0.24564500000000003 -0.027994999999999996 -0.088614999999999985 0.10097500000000002 -0.0016099999999999997
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=0.010798007685155429 -0.010848737207353465 0.017170168336654367 -0.02763265784343405 0.020540975375224629 -0.02007411011225611 -0.010855855912634887
leaf_weight=0.0012554830944197315 0.0010287433267868037 0.0018647339949415314 0.0010349418008280369 0.0015563638756571768 0.0012772583882789575 0.0011610861458317637
leaf_count=705 112 398 535 934 212 225
internal_value=0 0.00131305 -0.0033916 -0.00693356 -0.00157087 0.00712604
internal_weight=0 0.00814987 0.00628513 0.00502965 0.00399471 0.00271745
internal_count=3121 3009 2611 1906 1371 1159
is_linear=0
shrinkage=0.1


Tree=5927
num_leaves=8
num_cat=0
split_feature=15 16 2 47 4 13 49
split_gain=4.30125e-05 5.41735e-05 9.02814e-05 6.05429e-05 0.000109393 4.99631e-05 6.83036e-05
threshold=-0.24436499999999997 -0.36241499999999999 0.11067500000000001 0.085270000000000026 -0.35136499999999998 -0.033284999999999988 -0.006494999999999999
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=0.00037414179442893814 -0.000362778367660636 -0.00077788316048243598 0.00042034598286574265 0.00023181921165182397 -0.00035724191195495025 -0.00022917461326808078 0.00046440112616156077
leaf_weight=0.0010253048418331764 0.001726386422494175 0.001006650682436471 0.0017017144862188143 0.0016352385317939897 0.0012398370653496252 0.0010386093008565849 0.001150747859176613
leaf_count=253 248 156 352 291 1047 132 642
internal_value=0 -4.85831e-05 2.12016e-05 -9.06779e-05 -0.000209564 -4.27319e-05 0.000135376
internal_weight=0 0.00949918 0.0077728 0.00607108 0.00443584 0.00342919 0.00218936
internal_count=3121 2868 2620 2268 1977 1821 774
is_linear=0
shrinkage=0.00196078


Tree=5928
num_leaves=7
num_cat=0
split_feature=13 12 0 48 160 15
split_gain=1.48135e-05 3.75504e-05 5.12311e-05 8.08047e-05 3.94336e-05 6.28903e-05
threshold=-0.23438999999999996 -0.010834999999999999 -0.053834999999999994 0.085845000000000019 -1.0000000180025095e-35 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=0.010785016111960604 0.015365205210631783 -0.0075622818795572869 -0.019718642752372235 -0.017997141038555303 0.029132325628865974 -0.0021737772460800673
leaf_weight=0.0011089722169886742 0.0011296975189975392 0.001054742116449129 0.0016433670399597505 0.0016338007809530205 0.0014583128533011951 0.0011459236632564178
leaf_count=169 345 632 389 319 409 858
internal_value=0 -0.00154155 -0.00429517 0.000493703 0.0087502 0.0153569
internal_weight=0 0.00806584 0.00693615 0.00529278 0.00365898 0.00260424
internal_count=3121 2952 2607 2218 1899 1267
is_linear=0
shrinkage=0.1


Tree=5929
num_leaves=7
num_cat=0
split_feature=49 1 52 2 42 0
split_gain=1.6481e-05 3.79848e-05 2.74678e-05 7.12001e-05 0.000113004 6.06336e-05
threshold=-0.043469999999999995 0.093205000000000024 0.10744000000000002 0.11215000000000001 0.084050000000000014 -0.10151999999999999
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=-0.0060441306239239325 0.028529276875878268 0.020680217345402308 0.010755094515536509 -0.026077580905177401 -0.023509155615428427 -0.00013588204578727741
leaf_weight=0.0010370500489593135 0.0012201329532062128 0.0010917879349809463 0.0012971759618151963 0.0012861770914269306 0.0013481594615468752 0.0018670950454741648
leaf_count=188 181 237 504 335 772 904
internal_value=0 0.00766162 -0.00238325 -0.00536194 0.000645201 0.0111932
internal_weight=0 0.00212884 0.00701874 0.00572156 0.00443539 0.00308723
internal_count=3121 425 2696 2192 1857 1085
is_linear=0
shrinkage=0.1


Tree=5930
num_leaves=9
num_cat=0
split_feature=48 48 1 4 16 2 2 15
split_gain=3.22369e-05 9.01743e-05 5.76488e-05 3.96215e-05 5.11757e-05 3.6633e-05 0.000127411 2.3263e-05
threshold=0.11951500000000001 0.093265000000000015 0.111945 -0.0016099999999999997 -0.094359999999999986 0.084245000000000014 0.096540000000000015 -0.053579999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 -7 -4
right_child=-2 -3 7 4 -6 6 -8 -9
leaf_value=0.00028066559932924285 -0.00034186393916024683 0.00056109303653547574 0.00045089974438245839 -0.00061838645399779255 -4.269367103180083e-05 -0.0006774424374115537 0.00020728426612717646 3.2663822787625415e-05
leaf_weight=0.0011380352695967537 0.0010116935066401518 0.0010735215401641409 0.0010225732691626656 0.0012127675006555626 0.0011629417120775924 0.0010313380236675776 0.0015916135088733124 0.0010226565380097119
leaf_count=571 114 239 280 293 291 868 370 95
internal_value=0 2.6781e-05 -4.33242e-05 -0.000138341 -0.000336577 -1.31211e-05 -0.000140588 0.000241773
internal_weight=0 0.00925545 0.00818193 0.0061367 0.00237571 0.00376099 0.00262295 0.00204523
internal_count=3121 3007 2768 2393 584 1809 1238 375
is_linear=0
shrinkage=0.00196078


Tree=5931
num_leaves=7
num_cat=0
split_feature=42 15 42 3 3 52
split_gain=1.72816e-05 3.34036e-05 4.80818e-05 4.53156e-05 2.14273e-05 2.50053e-05
threshold=-1.0000000180025095e-35 0.090455000000000021 0.084050000000000014 0.013900000000000001 0.13524500000000003 -0.0064899999999999992
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=-0.010000641277421469 0.020415400477330592 0.017963677090273904 -0.014005309555135815 -0.018624622651117681 0.0087832967619851862 0.0034567115553067935
leaf_weight=0.0014650674209015814 0.0013145875112425959 0.0011019637011286977 0.0019526705647379163 0.0010484911894405556 0.0012501158852965891 0.0010038398941357163
leaf_count=862 408 431 1040 109 174 97
internal_value=0 0.00185198 -0.000850503 0.00471303 -0.00153754 -0.00782416
internal_weight=0 0.00767167 0.00656971 0.00461703 0.00330245 0.00205233
internal_count=3121 2259 1828 788 380 206
is_linear=0
shrinkage=0.1


Tree=5932
num_leaves=8
num_cat=0
split_feature=0 12 42 160 42 16 1
split_gain=3.37708e-05 7.69195e-05 5.26901e-05 3.45791e-05 5.38236e-05 4.72243e-05 8.57742e-05
threshold=-0.019414999999999998 0.082850000000000021 -0.025789999999999997 -0.078059999999999977 0.08623500000000002 -0.27167499999999994 0.094465000000000007
decision_type=2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 -5 -7
right_child=1 -3 3 4 -6 6 -8
leaf_value=-0.00049273598918085138 0.00059715910543409179 -0.00010739790303157241 -0.00031711370114411846 -0.00043895709982807643 0.00032124788984920412 -0.00030656631988848715 0.00042324088304499641
leaf_weight=0.0010000246641803552 0.0010357309674590715 0.0014024158528214929 0.001158812679403585 0.0010379703691066021 0.0019072222819422717 0.001235154541327897 0.0012414841625015827
leaf_count=673 195 170 523 142 814 421 183
internal_value=0 0.0001919 -7.33928e-05 -9.66754e-06 5.60432e-05 -8.78716e-05 5.92699e-05
internal_weight=0 0.00243815 0.00758067 0.00658064 0.00542183 0.00351461 0.00247664
internal_count=3121 365 2756 2083 1560 746 604
is_linear=0
shrinkage=0.00196078


Tree=5933
num_leaves=7
num_cat=0
split_feature=52 160 2 52 2 43
split_gain=1.61815e-05 7.62809e-05 4.91192e-05 4.1645e-05 8.43128e-05 6.65774e-05
threshold=-0.046924999999999988 -1.0000000180025095e-35 0.089885000000000007 0.10347000000000002 0.10613000000000002 -0.0037449999999999996
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=-0.008732371327513767 -0.025954531069046022 -0.011676802164340423 0.016837610066276428 0.020225879485358787 -0.023640774751943552 0.02097059837797104
leaf_weight=0.0013155699838134178 0.0011723567763212879 0.0010405548895896721 0.001751406352426369 0.0010378558492935728 0.0012541051354160696 0.0015627531183418418
leaf_count=404 743 593 549 204 210 418
internal_value=0 -0.00304286 0.00586945 0.00244421 -0.00234004 0.00792127
internal_weight=0 0.00606763 0.00306698 0.00489527 0.00385741 0.00260331
internal_count=3121 2168 953 1425 1221 1011
is_linear=0
shrinkage=0.1


Tree=5934
num_leaves=8
num_cat=0
split_feature=14 49 2 4 12 0 1
split_gain=3.24026e-05 6.11676e-05 5.06683e-05 7.6513e-05 5.46506e-05 5.42233e-05 2.11473e-05
threshold=-1.0000000180025095e-35 0.065470000000000014 0.10912000000000001 -0.10429499999999998 0.086700000000000013 -0.12333499999999999 0.091345000000000023
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -6
right_child=1 -3 -4 4 6 -7 -8
leaf_value=-0.00033592878928623922 -0.00049611118733147632 0.00048600508639811335 0.00026337106452761452 0.00010201527678256616 0.0004546839558330967 -0.00046967263243501714 5.8597902282303649e-05
leaf_weight=0.0010239219384321494 0.0014964992907652132 0.0010130357055454274 0.0018016391803175992 0.0013013347190898375 0.0010040822018936467 0.0012511066088445591 0.0010710609596019886
leaf_count=161 250 567 356 136 749 599 303
internal_value=0 3.23152e-05 -2.56737e-05 -0.000110708 1.39268e-05 -0.000178204 0.000250249
internal_weight=0 0.00893876 0.00792572 0.00612408 0.00462758 0.00255244 0.00207514
internal_count=3121 2960 2393 2037 1787 735 1052
is_linear=0
shrinkage=0.00196078


Tree=5935
num_leaves=8
num_cat=0
split_feature=15 16 2 47 4 0 0
split_gain=4.76094e-05 4.8458e-05 8.44937e-05 8.31259e-05 0.00011426 6.05191e-05 6.07528e-05
threshold=-0.24436499999999997 -0.36241499999999999 0.11093500000000002 0.085270000000000026 -0.35136499999999998 -0.077999999999999986 -0.13027499999999997
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=0.00039861375705510971 -0.00034857687840228506 -0.0008016403756943367 0.0004043674634801471 0.0002855433345603913 5.5400081592838495e-05 0.00031746337393633934 -0.00058662314583244485
leaf_weight=0.001010638564307372 0.0017035037936766681 0.0010341316784905864 0.0016901437756705971 0.0016416297845071219 0.0012310199833441996 0.0011137582124844166 0.0010499949532241923
leaf_count=253 248 160 343 291 183 418 1225
internal_value=0 -4.91097e-05 1.66247e-05 -9.13298e-05 -0.000231023 -5.71983e-05 -0.000240136
internal_weight=0 0.00946418 0.00776068 0.00607053 0.0044289 0.00339477 0.00228101
internal_count=3121 2868 2620 2277 1986 1826 1408
is_linear=0
shrinkage=0.00196078


Tree=5936
num_leaves=8
num_cat=0
split_feature=376 50 484 43 16 16 48
split_gain=2.99306e-05 5.18747e-05 5.47817e-05 7.85393e-05 5.51499e-05 7.40581e-05 7.33369e-05
threshold=1.0000000180025095e-35 0.088425000000000017 0.084040000000000017 -0.14968999999999996 0.15891500000000003 -0.094359999999999986 0.085845000000000019
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=0.00036488202475936575 0.00031602132001219609 -0.00044498209510925138 0.00044083276590884367 1.9347764828561637e-06 -0.00056074037951238745 0.00023082051215565951 -0.00065933182336171332
leaf_weight=0.0014142069160477883 0.0010002559822600175 0.0010790269863889925 0.0010061462026175584 0.0015518559275199805 0.0010355880553646786 0.0019446235993060765 0.0011031881925302692
leaf_count=201 169 537 297 388 364 1057 108
internal_value=0 -4.12483e-05 1.28307e-05 -4.82566e-05 -0.000151937 -5.98968e-05 -0.000272826
internal_weight=0 0.00913464 0.00805561 0.00704946 0.00563526 0.00459967 0.00265504
internal_count=3121 2952 2415 2118 1917 1553 496
is_linear=0
shrinkage=0.00196078


Tree=5937
num_leaves=7
num_cat=0
split_feature=52 160 1 160 12 13
split_gain=5.41855e-05 7.63095e-05 5.34952e-05 2.92954e-05 5.27978e-05 7.91483e-05
threshold=-0.26636999999999994 0.043720000000000009 0.11588000000000001 -1.0000000180025095e-35 0.092355000000000007 -0.082014999999999991
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=-0.00042362226531306152 -0.00016109479443838747 -0.0003298729315806376 0.0004173620195015383 0.00071872451516361892 -0.00019879079188541191 4.3967591503646418e-05
leaf_weight=0.0010652658240582992 0.0019837191696522698 0.0017476505442840474 0.001825174257567075 0.0010074266916649489 0.0013271311095248094 0.0019857592947486948
leaf_count=354 829 418 335 252 392 541
internal_value=0 4.18391e-05 0.000121751 3.61646e-05 0.000126738 0.000271073
internal_weight=0 0.00987686 0.00812921 0.00630404 0.00432032 0.00299319
internal_count=3121 2767 2349 2014 1185 793
is_linear=0
shrinkage=0.00196078


Tree=5938
num_leaves=8
num_cat=0
split_feature=1 3 457 4 4 16 13
split_gain=3.46694e-05 4.23487e-05 4.11482e-05 5.06809e-05 4.7916e-05 3.82262e-05 2.48923e-05
threshold=0.11588000000000001 0.10299500000000002 0.045365000000000009 -0.076779999999999987 0.27834500000000006 -0.070454999999999976 -0.0034749999999999994
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=0.00022625511173668208 0.0004615835035995934 -6.1668017409369051e-05 0.00024524570062274786 -0.000673686681492194 5.5188789864221183e-05 -0.00018535873995249261 -0.00014210325171327154
leaf_weight=0.001568432465352468 0.0011981945748605833 0.0011806299174491617 0.0013279298071255654 0.0012928448760795342 0.0010739535339642781 0.0011777498345951658 0.0012816775701862441
leaf_count=653 260 155 256 503 92 843 359
internal_value=0 0.00020189 -6.88375e-05 -0.000134061 -0.000290589 -0.000440897 6.06065e-05
internal_weight=0 0.00237882 0.00772259 0.00639466 0.00354455 0.00247059 0.00285011
internal_count=3121 415 2706 2450 1438 1346 1012
is_linear=0
shrinkage=0.00196078


Tree=5939
num_leaves=6
num_cat=0
split_feature=1 15 0 52 16
split_gain=1.62734e-05 3.03306e-05 5.47535e-05 7.61897e-05 2.94484e-05
threshold=0.10937500000000001 1.0000000180025095e-35 -0.10151999999999999 0.091820000000000013 -0.071854999999999988
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -2
right_child=4 -3 3 -5 -6
leaf_value=0.013471526891959757 0.015918258181458922 -0.014637477530282682 -0.024342872188613522 0.011488336875594893 -0.0034942350741844564
leaf_weight=0.002002051102707863 0.0014980271370492663 0.001653386154642251 0.0013755690252526434 0.0010436986907609181 0.0016336252554456257
leaf_count=317 305 1153 921 182 243
internal_value=0 -0.00308256 0.00123849 -0.00888489 0.00579174
internal_weight=0 0.0060747 0.00442132 0.00241927 0.00313165
internal_count=3121 2573 1420 1103 548
is_linear=0
shrinkage=0.1


Tree=5940
num_leaves=9
num_cat=0
split_feature=15 151 12 0 16 4 4 12
split_gain=5.31538e-05 6.01206e-05 7.15119e-05 0.000117395 5.50638e-05 0.000109361 4.38437e-05 5.45811e-05
threshold=-0.24436499999999997 -0.086224999999999982 0.086850000000000024 -0.019414999999999998 -0.094359999999999986 0.0052350000000000009 0.09173000000000002 0.09334000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 7 -4
right_child=1 2 6 -5 5 -7 -8 -9
leaf_value=0.00042127307820127825 0.0004029839752047416 -0.00075858207235441797 0.00026415018657271561 0.00029807502426732504 -0.00066725094029012266 0.00014879169113866166 0.00039690085359071888 -0.00032600118716133198
leaf_weight=0.0010200411179778256 0.0010105541989995056 0.0012567021670747813 0.0011252511976143787 0.0011258456584085489 0.0012537946578571675 0.0012718772880525118 0.001279046848145126 0.0012970330895690765
leaf_count=253 269 211 722 152 605 97 150 662
internal_value=0 -4.94572e-05 -0.000102563 -0.000257746 -0.00042319 -0.000256308 0.000103221 -5.18515e-05
internal_weight=0 0.00962011 0.00860955 0.00490822 0.00378237 0.00252567 0.00370133 0.00242228
internal_count=3121 2868 2599 1065 913 702 1534 1384
is_linear=0
shrinkage=0.00196078


Tree=5941
num_leaves=7
num_cat=0
split_feature=52 0 12 0 0 1
split_gain=1.74489e-05 4.28127e-05 4.32275e-05 3.57549e-05 5.37858e-05 4.43944e-05
threshold=0.11434500000000002 -0.077999999999999986 0.09202500000000001 -0.10607499999999999 -0.14920999999999998 0.10612500000000001
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=0.0066451854275719514 -0.010865626185762986 0.00090356523754953056 0.024724127630909372 -0.018558562261297897 0.018346778736170563 -0.021030965705237253
leaf_weight=0.0011054060388293596 0.0012862113471073999 0.0018403894980046091 0.0012999307152083488 0.0012811079433292473 0.0011804150017569312 0.0012184268806505558
leaf_count=145 501 412 471 1269 236 87
internal_value=0 0.00169131 0.0107641 -0.00426254 0.000963901 -0.00786591
internal_weight=0 0.00792568 0.00314032 0.00478536 0.00350425 0.00232383
internal_count=3121 2620 883 1737 468 232
is_linear=0
shrinkage=0.1


Tree=5942
num_leaves=8
num_cat=0
split_feature=48 52 2 43 160 12 13
split_gain=5.93783e-05 5.70091e-05 4.63179e-05 6.65284e-05 5.79427e-05 8.40761e-05 0.000185051
threshold=-0.024949999999999996 0.15116000000000002 0.089885000000000007 -0.074359999999999996 0.085330000000000003 0.089625000000000024 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -4
right_child=1 -3 4 -5 -6 -7 -8
leaf_value=0.00044462211884929649 8.6654811225199497e-05 -0.00048890036192866782 0.00087655954031155045 -0.00043794455382376794 0.00051524093490284842 -0.00037564238647855785 -0.00017143958860537728
leaf_weight=0.0010019229452111851 0.0018716217702508748 0.0010474826043862821 0.0010120301119124846 0.0018462221209799966 0.0010867530742074893 0.0014491319664657071 0.0017998202252387852
leaf_count=186 590 371 272 857 185 494 166
internal_value=0 -5.58035e-05 -5.76129e-06 -0.000173853 0.000111099 8.02369e-06 0.000205752
internal_weight=0 0.0101131 0.00906558 0.00371784 0.00534774 0.00426098 0.00281185
internal_count=3121 2935 2564 1447 1117 932 438
is_linear=0
shrinkage=0.00196078


Tree=5943
num_leaves=7
num_cat=0
split_feature=4 151 0 47 15 2
split_gain=1.70139e-05 2.76696e-05 7.11239e-05 5.7542e-05 8.43366e-05 6.71427e-05
threshold=0.27834500000000006 -0.024429999999999997 -0.11756999999999999 0.085270000000000026 0.088345000000000021 0.098260000000000014
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=0.011677284956664742 0.0097176978016403053 -0.022451379934366411 -0.035399243042533939 0.017662268351807436 0.016632955514774308 -0.00039812627499098333
leaf_weight=0.0012491624855252891 0.0014906187642934124 0.0016570191029736314 0.0010539430710885815 0.0015203406605946608 0.0011090267634258134 0.0011418493969396213
leaf_count=452 340 253 843 269 623 341
internal_value=0 -0.00195049 -0.00457665 0.00156175 -0.0058451 -0.0171981
internal_weight=0 0.00773134 0.00648218 0.00482516 0.00330482 0.00219579
internal_count=3121 2781 2329 2076 1807 1184
is_linear=0
shrinkage=0.1


Tree=5944
num_leaves=9
num_cat=0
split_feature=48 16 16 0 13 13 0 1
split_gain=3.72447e-05 0.000108215 5.94982e-05 8.00996e-05 7.3165e-05 5.30615e-05 6.76702e-05 4.85559e-05
threshold=0.11951500000000001 -0.5048999999999999 0.013515000000000001 -0.053834999999999994 0.038215000000000006 0.0076650000000000008 -0.084269999999999984 0.094385000000000011
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 6 7 -3
right_child=-2 2 3 4 -6 -7 -8 -9
leaf_value=0.00062783686035564653 -0.00036175427962967049 -0.00049230576800184838 0.00056704877517572397 -0.00036374634479372691 0.00033495711936321575 -0.0005785683374175337 0.0003561885480113859 4.5810191732788239e-05
leaf_weight=0.0010520249731899691 0.0010039143303489659 0.0013858951420360113 0.001184692919146726 0.0013193092845400775 0.0010229975904367528 0.0010313064514229295 0.0010107145694055034 0.0012054277474158634
leaf_count=192 114 827 403 199 126 287 784 189
internal_value=0 3.59631e-05 -4.03408e-05 0.000151558 -5.85891e-05 -0.000186418 -7.41409e-05 -0.000241986
internal_weight=0 0.00921237 0.00816034 0.003527 0.00234231 0.00463334 0.00360204 0.00259132
internal_count=3121 3007 2815 728 325 2087 1800 1016
is_linear=0
shrinkage=0.00196078


Tree=5945
num_leaves=7
num_cat=0
split_feature=484 160 16 0 1 16
split_gain=1.75438e-05 2.58395e-05 4.26095e-05 6.64429e-05 5.90858e-05 4.32975e-05
threshold=0.084040000000000017 -1.0000000180025095e-35 -0.056919999999999991 -0.20211999999999997 0.090405000000000013 0.38525000000000004
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=-0.015340893516601723 0.012093615835083402 -0.013878720627001863 -0.018717581514643023 -0.0028535398898713498 0.025745874396701791 0.0066544919439317715
leaf_weight=0.0011762428232213462 0.001051673922242498 0.0011058425550879419 0.00172008886421902 0.0011747517323258331 0.0018759631081561013 0.0011044550273914457
leaf_count=632 368 89 524 834 406 268
internal_value=0 -0.00162951 0.000680711 0.0071209 0.014733 -0.00879658
internal_weight=0 0.00815734 0.0069811 0.00415656 0.00305071 0.00282454
internal_count=3121 2753 2121 1329 1240 792
is_linear=0
shrinkage=0.1


Tree=5946
num_leaves=7
num_cat=0
split_feature=0 12 15 16 51 42
split_gain=1.7092e-05 3.74055e-05 3.51901e-05 7.87436e-05 5.22195e-05 4.16342e-05
threshold=-0.019414999999999998 0.085635000000000003 -0.0088349999999999974 -0.056919999999999991 0.082455000000000014 0.080840000000000009
decision_type=2 2 2 2 2 2
left_child=2 -2 3 4 -1 -4
right_child=1 -3 5 -5 -6 -7
leaf_value=-0.0083951702056831428 0.02156531197754669 -0.0043701879876047152 -0.0037720501973248985 -0.026316119050569266 0.019080639613351949 0.022707675264128813
leaf_weight=0.0018861408083075504 0.0010284720258066406 0.0012107311039192747 0.0014417895685304989 0.0015158228175844949 0.00109231821360195 0.001009537086169542
leaf_count=476 206 159 637 777 225 641
internal_value=0 0.00754206 -0.00250477 -0.00776162 0.00168129 0.00713317
internal_weight=0 0.0022392 0.00694561 0.00449428 0.00297846 0.00245133
internal_count=3121 365 2756 1478 701 1278
is_linear=0
shrinkage=0.1


Tree=5947
num_leaves=8
num_cat=0
split_feature=15 16 52 4 15 15 151
split_gain=3.0155e-05 6.19868e-05 7.03908e-05 7.60245e-05 7.6657e-05 0.00010458 5.96421e-05
threshold=-0.24436499999999997 -0.36241499999999999 0.10744000000000002 -0.35136499999999998 -0.016799999999999995 1.0000000180025095e-35 -0.0071249999999999985
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=0.00031173880436643413 -0.00038346115230160344 -0.00049970170366830198 0.0004664672824074236 0.00016895891928378015 0.00070288212978792612 -6.2943170093114137e-05 -0.00044253623953512643
leaf_weight=0.001006741701342303 0.0017064450157008061 0.0011862907488965953 0.0011974436588463146 0.0010262385073186442 0.0012247662383232964 0.0015572105071989797 0.0015237724269038322
leaf_count=253 248 198 421 256 246 886 613
internal_value=0 -4.52826e-05 2.95105e-05 -5.07608e-05 4.91221e-05 0.000274212 -0.000196443
internal_weight=0 0.00942217 0.00771572 0.00651828 0.00533199 0.00278198 0.00255001
internal_count=3121 2868 2620 2199 2001 1132 869
is_linear=0
shrinkage=0.00196078


Tree=5948
num_leaves=9
num_cat=0
split_feature=48 11 13 1 133 3 16 13
split_gain=7.39762e-05 5.81476e-05 7.33781e-05 0.000127217 0.00015053 6.49494e-05 5.68294e-05 7.18938e-05
threshold=-0.024949999999999996 1.0000000180025095e-35 -0.061684999999999997 0.09697500000000002 0.024320000000000005 0.10893000000000001 -0.079109999999999986 0.05868000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -4 -8
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leaf_value=0.00050181211742047972 -0.00057757724096388504 -0.00048460981407267515 -0.00029622210970163705 0.00075284441423855558 0.0004830725201303345 -0.00051140481077409405 -0.0001192803702933788 0.00055648550478437685
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leaf_count=186 509 230 601 307 554 77 513 144
internal_value=0 -5.63107e-05 -3.14487e-06 0.000232325 -5.99432e-05 -0.000140327 -1.83875e-05 0.000170941
internal_weight=0 0.00981774 0.00873362 0.00321505 0.00205896 0.00551857 0.00415365 0.00247028
internal_count=3121 2935 2705 1370 1063 1335 1258 657
is_linear=0
shrinkage=0.00196078


Tree=5949
num_leaves=9
num_cat=0
split_feature=48 16 16 0 13 13 0 1
split_gain=4.53248e-05 0.000111043 6.97735e-05 7.75324e-05 6.24687e-05 5.45829e-05 4.99217e-05 4.47304e-05
threshold=0.11951500000000001 -0.5048999999999999 0.013515000000000001 -0.053834999999999994 0.038215000000000006 0.0076650000000000008 -0.084269999999999984 0.094385000000000011
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 6 7 -3
right_child=-2 2 3 4 -6 -7 -8 -9
leaf_value=0.00062803732470944273 -0.00040355299321927327 -0.00047375812936812837 0.00057555107178861313 -0.00032285343355325494 0.00032593692661913345 -0.00060195189678714301 0.00028278263572005692 4.4114801518758372e-05
leaf_weight=0.001072208755269405 0.0010051086020095934 0.0013769220700694642 0.0011757245411992186 0.0013195369305161282 0.0010052524708500099 0.0010213056940976926 0.001004219870814782 0.0012001368083231542
leaf_count=192 114 827 403 199 126 287 784 189
internal_value=0 3.50422e-05 -4.34234e-05 0.00016521 -4.23127e-05 -0.000202101 -8.80714e-05 -0.000232585
internal_weight=0 0.00917531 0.0081031 0.00350051 0.00232479 0.00460258 0.00358128 0.00257706
internal_count=3121 3007 2815 728 325 2087 1800 1016
is_linear=0
shrinkage=0.00196078


Tree=5950
num_leaves=7
num_cat=0
split_feature=50 15 15 48 52 43
split_gain=1.8568e-05 3.35459e-05 5.61437e-05 3.49598e-05 5.94492e-05 8.53945e-05
threshold=0.088425000000000017 -0.15026499999999995 -0.095869999999999983 0.091545000000000015 -0.0064899999999999992 -1.0000000180025095e-35
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=0.01824918989100471 -0.012520936945773437 -0.020309237610142465 -0.013660679915723121 0.019761745650175879 -0.011409440253268885 0.023652012687015608
leaf_weight=0.0010484116477194336 0.0010596412987746934 0.0012334402447308039 0.0019947080212519772 0.0010430104735261857 0.0012021009316561784 0.0016455948202352265
leaf_count=326 560 230 775 155 722 353
internal_value=0 0.00154904 -0.000910436 0.00315508 -0.000421844 0.00885148
internal_weight=0 0.00816727 0.00711885 0.00588541 0.0048424 0.0028477
internal_count=3121 2561 2235 2005 1850 1075
is_linear=0
shrinkage=0.1


Tree=5951
num_leaves=8
num_cat=0
split_feature=15 16 2 47 4 13 49
split_gain=3.91027e-05 3.6643e-05 6.56448e-05 6.42612e-05 0.000115298 4.60694e-05 5.67205e-05
threshold=-0.24436499999999997 -0.36241499999999999 0.11093500000000002 0.085270000000000026 -0.35136499999999998 -0.033284999999999988 -0.0055299999999999993
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=0.00036358103756733095 -0.00030682678774998347 -0.00078519868782433262 0.00036058596225438058 0.00025675534867859734 -0.00033372058646481152 -0.00019372325404071381 0.00044869077527626508
leaf_weight=0.0010034800540117969 0.0016702261806859596 0.0010112028901474801 0.0016449211938024504 0.0015779734205293031 0.0012153994346406874 0.0010018403909627892 0.0011181766252064604
leaf_count=253 248 160 343 291 1050 135 641
internal_value=0 -4.39563e-05 1.40465e-05 -8.21677e-05 -0.000205209 -2.93721e-05 0.00014511
internal_weight=0 0.00923974 0.00756951 0.00592459 0.00434662 0.00333542 0.00212002
internal_count=3121 2868 2620 2277 1986 1826 776
is_linear=0
shrinkage=0.00196078


Tree=5952
num_leaves=7
num_cat=0
split_feature=157 160 42 43 16 0
split_gain=1.89853e-05 4.69183e-05 4.62308e-05 4.9361e-05 4.10054e-05 6.32641e-05
threshold=-0.06266999999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 -0.056919999999999991 -0.20211999999999997
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=0.012568581234685912 -0.019575588267031534 -0.016301969173376292 0.020948530270442616 -0.012313430205124308 -0.014339270160318935 0.018368026010772358
leaf_weight=0.0010540511810520547 0.0012435864348445055 0.001202442164029374 0.0014860611133254535 0.0010882374435348399 0.0013863127863973654 0.0017573031581852494
leaf_count=460 654 714 387 86 283 537
internal_value=0 -0.00169229 0.00152133 0.00526946 -0.000236412 0.00663433
internal_weight=0 0.00816394 0.00692036 0.00571791 0.00423185 0.00284554
internal_count=3121 2661 2007 1293 906 623
is_linear=0
shrinkage=0.1


Tree=5953
num_leaves=8
num_cat=0
split_feature=52 160 2 2 13 13 3
split_gain=1.85003e-05 4.93171e-05 4.44462e-05 5.40239e-05 3.87177e-05 5.15924e-05 3.51598e-05
threshold=-0.046924999999999988 -1.0000000180025095e-35 0.10045500000000002 0.085045000000000023 -0.16152999999999998 -0.084034999999999985 -0.00083499999999999991
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=0.014359642561372302 -0.021686195735049735 -0.01590924429895239 0.023002424388064383 -0.018048273845052944 0.024837721592853697 -0.010884484706494222 0.011646258089005278
leaf_weight=0.0010003565100923882 0.0011726722772853132 0.0010481998693989514 0.001046803578641042 0.0010588203348073464 0.0010371540688994805 0.0016173461248560398 0.0012113957378048024
leaf_count=240 743 98 380 333 303 919 105
internal_value=0 -0.00325987 0.00622473 -0.00230438 0.00113728 0.00575928 -0.0012358
internal_weight=0 0.00608677 0.00310598 0.00205918 0.0049141 0.0038659 0.00282874
internal_count=3121 2168 953 573 1425 1327 1024
is_linear=0
shrinkage=0.1


Tree=5954
num_leaves=7
num_cat=0
split_feature=160 133 42 16 48 1
split_gain=1.79119e-05 5.35965e-05 7.54935e-05 6.937e-05 9.79747e-05 5.0888e-05
threshold=-0.085579999999999976 -0.0061299999999999992 0.088060000000000013 -0.029084999999999996 0.086035000000000014 0.083835000000000007
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -5
right_child=1 2 -4 5 -6 -7
leaf_value=0.011978432418541247 -0.023079707282115974 0.023343657146244347 0.021486977580072106 -0.0016661777756244588 -0.013274080633440223 -0.029510667983240053
leaf_weight=0.0010907733420393835 0.0010217213853913028 0.0016005974026504716 0.0014818423615927893 0.0012997006134980082 0.0013444287531985187 0.0013259695943640393
leaf_count=568 740 424 613 302 150 324
internal_value=0 -0.0016743 0.00142676 -0.00390939 0.00662736 -0.0157277
internal_weight=0 0.00807426 0.00705254 0.0055707 0.00294503 0.00262567
internal_count=3121 2553 1813 1200 574 626
is_linear=0
shrinkage=0.1


Tree=5955
num_leaves=7
num_cat=0
split_feature=16 160 16 0 48 3
split_gain=1.97827e-05 0.000121389 5.87487e-05 3.4538e-05 6.36876e-05 4.41428e-05
threshold=-0.008904999999999998 -0.063384999999999983 0.38525000000000004 -0.11756999999999999 0.084170000000000009 -0.078934999999999991
decision_type=2 2 2 2 2 2
left_child=3 -2 -3 4 -1 -5
right_child=1 2 -4 5 -6 -7
leaf_value=-0.031591817592495249 0.032831810386316204 -0.018222999020646072 0.01103557534197505 -0.0090803999087465618 0.00029327688781019762 0.017258476039248447
leaf_weight=0.0010268739645206142 0.0011386212217456664 0.0016251048310158161 0.0011879063987935072 0.0012624553381526532 0.0016064456724619019 0.0012829301932826942
leaf_count=222 322 483 284 1071 165 574
internal_value=0 0.00528337 -0.0058674 -0.00411143 -0.0121404 0.00419497
internal_weight=0 0.00395163 0.00281301 0.00517871 0.00263332 0.00254539
internal_count=3121 1089 767 2032 387 1645
is_linear=0
shrinkage=0.1


Tree=5956
num_leaves=8
num_cat=0
split_feature=42 42 0 15 15 16 1
split_gain=1.86903e-05 3.27811e-05 5.52038e-05 0.000102552 0.00011887 6.41664e-05 5.20317e-05
threshold=0.091735000000000025 0.08623500000000002 0.051010000000000007 0.024640000000000006 -0.016799999999999995 -0.056919999999999991 0.10781
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=-0.011599459478274709 -0.011214894781163448 0.01866125662609535 0.018689094135978107 -0.033012188278849303 0.03016659778821908 -0.026461505175512812 0.018828908651929724
leaf_weight=0.0012285790583605486 0.001285377183951361 0.0010045229415156579 0.0012088799371081111 0.0010519424898374086 0.0011052764356291479 0.0011775279752160054 0.001035715591291988
leaf_count=276 667 510 173 651 249 414 181
internal_value=0 0.00179783 -0.000690408 -0.0048746 0.00163485 -0.00752759 0.00231884
internal_weight=0 0.00781244 0.00680792 0.00559904 0.0045471 0.00344182 0.00226429
internal_count=3121 2454 1944 1771 1120 871 457
is_linear=0
shrinkage=0.1


Tree=5957
num_leaves=8
num_cat=0
split_feature=4 42 43 4 4 52 4
split_gain=3.26442e-05 6.72497e-05 9.64642e-05 6.24282e-05 7.18206e-05 6.13439e-05 3.4439e-05
threshold=0.27834500000000006 0.091735000000000025 0.093175000000000022 0.055260000000000011 0.0061450000000000003 -0.0064899999999999992 -0.10429499999999998
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=-0.00035034205668382616 0.00025121658298319673 -0.00051318172589872495 0.00057425420535713663 -0.00043935253357890182 0.00048140232382618312 -0.00012034896443696021 0.00038563307180909787
leaf_weight=0.0018822578761819807 0.0016182628414139781 0.0010661038095903051 0.0010177034401721834 0.0014137960601660225 0.0010562802926288401 0.0010098577341312999 0.0010600741351508803
leaf_count=814 340 563 193 218 109 90 794
internal_value=0 -5.2611e-05 1.3386e-05 -7.54919e-05 2.72191e-05 -9.4168e-05 0.00013878
internal_weight=0 0.00850607 0.00743997 0.00642227 0.00500847 0.00395219 0.00206993
internal_count=3121 2781 2218 2025 1807 1698 884
is_linear=0
shrinkage=0.00196078


Tree=5958
num_leaves=8
num_cat=0
split_feature=15 16 48 2 4 52 4
split_gain=7.74749e-05 5.96839e-05 6.15696e-05 5.24963e-05 6.56183e-05 5.55294e-05 5.68385e-05
threshold=-0.24436499999999997 -0.36241499999999999 0.092475000000000016 0.11067500000000001 -0.10429499999999998 -0.085984999999999992 -0.0016099999999999997
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=0.00050869754400345178 -0.00038813978282425563 -0.0004849714264934347 0.00042062239264579294 0.00034983847363091985 -0.00038279989581731954 0.0004201162378998514 -0.00013155424151083895
leaf_weight=0.0010159043992050898 0.001748720068564559 0.0015153906887582207 0.0012028740211704157 0.0010036242666800798 0.0010865367595795337 0.0014019171376548529 0.0014719076318183576
leaf_count=253 248 257 291 247 346 1199 280
internal_value=0 -6.12027e-05 1.32184e-05 -6.24147e-05 -0.000137975 -5.19995e-06 0.000137563
internal_weight=0 0.00943097 0.00768225 0.00647938 0.00547575 0.00396036 0.00287382
internal_count=3121 2868 2620 2329 2082 1825 1479
is_linear=0
shrinkage=0.00196078


Tree=5959
num_leaves=7
num_cat=0
split_feature=50 15 16 160 43 2
split_gain=1.74893e-05 3.27234e-05 6.08533e-05 4.40138e-05 3.82892e-05 7.87481e-05
threshold=0.088425000000000017 -0.15026499999999995 -0.36241499999999999 -0.027994999999999996 -0.074359999999999996 0.098260000000000014
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=0.018109917887729751 -0.01232617963278005 -0.022224587541713945 0.019894804433281149 0.0095483170138473822 -0.024762739029989711 0.0091298657523586572
leaf_weight=0.0010364833449869239 0.0010282118596992131 0.0011263104143219554 0.0012388825082278246 0.0019156427254153306 0.0014613179478078107 0.0012913238539373562
leaf_count=326 560 216 487 541 699 292
internal_value=0 0.00152178 -0.000922718 0.00313888 -0.00130786 -0.00886298
internal_weight=0 0.00806996 0.00703348 0.00590717 0.00466828 0.00275264
internal_count=3121 2561 2235 2019 1532 991
is_linear=0
shrinkage=0.1


Tree=5960
num_leaves=8
num_cat=0
split_feature=48 48 52 13 42 0 1
split_gain=5.27661e-05 0.000116695 5.28408e-05 7.28588e-05 6.02661e-05 5.11796e-05 5.89622e-05
threshold=0.11951500000000001 0.093265000000000015 0.11434500000000002 -0.094514999999999988 0.085505000000000012 -0.019414999999999998 0.091095000000000023
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=0.00037704628658517754 -0.00042909555482977614 0.00063165549620782544 -0.00045506774087640967 0.00019999648614242214 -0.00046007282629090902 0.00039744328031799243 -0.00033349244200561701
leaf_weight=0.0016433949434465685 0.0010515206804117246 0.0011082450655995882 0.0010580410627995173 0.0014090179698518128 0.0013128650776873026 0.0010449091464942092 0.0018322144607708785
leaf_count=246 114 239 437 908 728 201 248
internal_value=0 3.40358e-05 -4.57562e-05 1.404e-05 -9.25079e-05 2.00789e-05 -0.000101576
internal_weight=0 0.00940869 0.00830044 0.0072424 0.00559901 0.00428614 0.00324123
internal_count=3121 3007 2768 2331 2085 1357 1156
is_linear=0
shrinkage=0.00196078


Tree=5961
num_leaves=9
num_cat=0
split_feature=48 48 52 133 13 15 52 4
split_gain=5.61486e-05 8.75073e-05 7.14781e-05 0.000101278 0.000150133 8.68049e-05 6.364e-05 0.000120376
threshold=0.11951500000000001 0.093265000000000015 0.11434500000000002 -0.0061299999999999992 -0.090639999999999984 -0.10091499999999999 -0.085984999999999992 -0.0029599999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -7 -8
right_child=-2 -3 -4 4 5 6 7 -9
leaf_value=-0.00051167825169963163 -0.00043696495984331954 0.00056726677914868467 -0.00049924010558313747 0.00072684087947282494 0.00048558712613305338 -0.00052655625609958985 0.00033222298896021409 -0.00052078628860287573
leaf_weight=0.0010866173233872482 0.0010596830221237209 0.001069470473236603 0.0010796072780806755 0.0013111237952884739 0.0010365908900985508 0.0012092094582657194 0.0017054636966356679 0.0010143501341508352
leaf_count=720 114 239 437 188 156 447 595 225
internal_value=0 3.88591e-05 -2.80743e-05 4.10075e-05 0.000136687 -1.9137e-05 -0.000152298 1.40946e-05
internal_weight=0 0.00951243 0.00844296 0.00736336 0.00627674 0.00496561 0.00392902 0.00271981
internal_count=3121 3007 2768 2331 1611 1423 1267 820
is_linear=0
shrinkage=0.00196078


Tree=5962
num_leaves=7
num_cat=0
split_feature=15 16 2 48 2 43
split_gain=5.80389e-05 4.37613e-05 6.2438e-05 5.26114e-05 7.1297e-05 6.1072e-05
threshold=-0.24436499999999997 -0.36241499999999999 0.11067500000000001 0.083985000000000018 0.084245000000000014 -0.074359999999999996
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=0.00043529417541272457 -0.00034367467437271818 0.00027755222601558432 0.00033563592955790486 0.00025111624451955804 -0.00048869504710604577 -0.00030174790225857861
leaf_weight=0.0010143548620980816 0.0016945499839237663 0.001502394913405434 0.0017036819153294488 0.0013498171486482921 0.0018397602741923192 0.001309523406059171
leaf_count=253 248 259 352 379 1165 465
internal_value=0 -5.83879e-05 4.35334e-06 -8.96899e-05 -0.000188585 7.76947e-06
internal_weight=0 0.00939973 0.00770518 0.0060015 0.00465168 0.00281192
internal_count=3121 2868 2620 2268 1889 724
is_linear=0
shrinkage=0.00196078


Tree=5963
num_leaves=8
num_cat=0
split_feature=52 52 2 160 43 12 1
split_gain=3.04048e-05 5.68816e-05 5.95867e-05 5.31751e-05 3.64799e-05 6.79447e-05 6.51903e-05
threshold=-0.24456499999999998 -0.046924999999999988 0.092120000000000021 -1.0000000180025095e-35 -0.14968999999999996 0.090840000000000018 0.094385000000000011
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=-0.00032064010566507057 9.9736544148750692e-07 -0.00042256346579087222 0.00062534078319471552 0.0003391278239300031 -0.00020825395361528885 -0.00042395083300658833 0.00038522840710517313
leaf_weight=0.0010496783668174471 0.0012554411767716571 0.0012665413872849926 0.0011049822648167931 0.0011187289233886436 0.0013220241823454764 0.0013386731973840833 0.0015410747591399823
leaf_count=364 332 743 257 137 607 453 228
internal_value=0 3.2105e-05 0.000293271 -6.1482e-05 2.44732e-05 -5.93042e-05 0.00011119
internal_weight=0 0.00894747 0.00236042 0.00658704 0.0053205 0.00420177 0.0028631
internal_count=3121 2757 589 2168 1425 1288 835
is_linear=0
shrinkage=0.00196078


Tree=5964
num_leaves=8
num_cat=0
split_feature=11 159 3 3 43 15 4
split_gain=8.34846e-05 5.99527e-05 0.000111641 5.91454e-05 5.75793e-05 5.91284e-05 7.57149e-05
threshold=0.080320000000000016 0.090485000000000024 -0.12018999999999998 -0.078934999999999991 -0.067199999999999996 -0.095869999999999983 0.0061450000000000003
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=0.00068984468500457108 -0.00054621219103731489 -0.00040976956245289409 -0.00034158974380786897 0.00044042820087892437 -0.0003082708739207496 -0.00012452468300239359 0.0004745583704643521
leaf_weight=0.0010695332375561971 0.0010145973099471304 0.0010041374111749218 0.0014593650729560976 0.001443400530786094 0.0016447246530032879 0.0017865023486860149 0.0014855260543479079
leaf_count=120 192 367 1292 378 228 394 150
internal_value=0 4.43782e-05 9.56802e-05 1.4412e-05 9.60981e-05 -4.98612e-06 0.000147464
internal_weight=0 0.00989319 0.00888905 0.00781952 0.00636015 0.00491675 0.00327203
internal_count=3121 2929 2562 2442 1150 772 544
is_linear=0
shrinkage=0.00196078


Tree=5965
num_leaves=8
num_cat=0
split_feature=49 1 47 3 16 1 4
split_gain=1.98051e-05 3.34411e-05 5.79997e-05 6.15235e-05 6.90712e-05 5.80645e-05 3.27064e-05
threshold=-0.043469999999999995 0.12337000000000002 0.092530000000000015 -0.055119999999999995 0.0057500000000000008 0.077845000000000011 0.0052350000000000009
decision_type=2 2 2 2 2 2 2
left_child=6 2 3 5 -5 -2 -1
right_child=1 -3 -4 4 -6 -7 -8
leaf_value=-0.0041187073272688137 -0.030597926444358849 0.012136478202504514 -0.027738475959924971 0.023750185685210919 -0.010104726589619063 0.0013296725809985625 0.020552966631939326
leaf_weight=0.001065472045478867 0.0010363697358871044 0.0012574231113980103 0.001001581999580046 0.0014473267396385449 0.0010325758266064486 0.0012647372412298678 0.0010839825327079824
leaf_count=261 1319 241 241 219 136 540 164
internal_value=0 -0.00264351 -0.00585742 -0.00127352 0.00965376 -0.0130498 0.00832336
internal_weight=0 0.00704001 0.00578259 0.00478101 0.0024799 0.00230111 0.00214945
internal_count=3121 2696 2455 2214 355 1859 425
is_linear=0
shrinkage=0.1


Tree=5966
num_leaves=10
num_cat=0
split_feature=11 0 0 42 16 1 16 15 13
split_gain=4.58822e-05 5.4691e-05 9.83839e-05 0.000105427 0.000116531 8.951e-05 0.000108082 7.43765e-05 2.27903e-05
threshold=0.079915000000000014 -0.0058249999999999994 -0.053834999999999994 0.091295000000000015 -0.27167499999999994 0.094385000000000011 -0.056919999999999991 -0.0040799999999999994 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 -7 -6 -3
right_child=-2 8 -4 -5 5 6 -8 -9 -10
leaf_value=-0.00057144748935656178 -0.00040261316719056891 0.00011690269026845347 -0.00061562699505854368 0.00060289335783881833 -0.00057139270823684991 0.00081881848282032974 -7.4329527753544384e-05 0.00013949136400298278 0.00052798170440345295
leaf_weight=0.0013357626437043562 0.0010292865312301934 0.001074980073212843 0.0010045722181774835 0.001082363467668432 0.0010208862778379284 0.0010703446301765229 0.0010147967849826259 0.001269477146019651 0.0010016617075533879
leaf_count=232 199 165 184 537 693 120 158 756 77
internal_value=0 3.24116e-05 -4.28903e-05 4.18001e-05 -6.45348e-05 9.02165e-05 0.000384141 -0.000177372 0.000315185
internal_weight=0 0.00987484 0.0077982 0.00679363 0.00571127 0.0043755 0.00208514 0.00229036 0.00207664
internal_count=3121 2922 2680 2496 1959 1727 278 1449 242
is_linear=0
shrinkage=0.00196078


Tree=5967
num_leaves=10
num_cat=0
split_feature=15 151 0 133 1 47 4 16 43
split_gain=5.62119e-05 5.34634e-05 5.54992e-05 6.95315e-05 7.70113e-05 6.66367e-05 7.25111e-05 9.86002e-05 5.32437e-05
threshold=-0.24436499999999997 -0.086224999999999982 -0.061629999999999997 1.0000000180025095e-35 0.081670000000000006 0.092710000000000015 0.0061450000000000003 -0.095094999999999985 -0.0030899999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 4 -4 6 8 -8 -3
right_child=1 2 3 -5 -6 -7 7 -9 -10
leaf_value=0.00043126908382794965 0.00037582628092687985 -7.7396857651902177e-05 0.00062858329641826206 -0.00031918540426675401 -9.4268594989864506e-05 -0.00066741910178952303 -0.00027057212844960003 0.00058154940592551293 -0.00070047685742250128
leaf_weight=0.0010285664863979816 0.0010094224938262215 0.0011149968496779251 0.001208931701949272 0.001055187371177985 0.0010665774020579841 0.0010542519124992957 0.001075949511756349 0.0010141829186114382 0.0010003336435539429
leaf_count=253 269 1094 107 135 226 185 229 151 472
internal_value=0 -5.1045e-05 -0.000101205 9.68473e-05 0.000289768 -0.000226621 -0.000116119 0.000142898 -0.00037205
internal_weight=0 0.00959983 0.00859041 0.0033307 0.00227551 0.00525971 0.00420546 0.00209013 0.00211533
internal_count=3121 2868 2599 468 333 2131 1946 380 1566
is_linear=0
shrinkage=0.00196078


Tree=5968
num_leaves=8
num_cat=0
split_feature=15 16 1 42 13 3 15
split_gain=3.71081e-05 5.78013e-05 6.7037e-05 8.52004e-05 4.19569e-05 5.7516e-05 6.65661e-05
threshold=-0.24436499999999997 -0.36241499999999999 0.12873500000000002 0.088465000000000002 -0.13710499999999998 -0.10519499999999998 -0.0088349999999999974
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=0.00034677278909047305 -0.00037084901921182476 -0.00030099531913088966 0.00045117129687358902 -0.00056814095032610608 0.00048989725159705535 -0.00027548843830762338 0.00027299389453021294
leaf_weight=0.001020519588954087 0.0017328979947112038 0.0011052135354151426 0.0012011215700583958 0.001038783933240109 0.0012182067109734319 0.0017351224966144316 0.0016690471310605401
leaf_count=253 248 85 92 754 213 713 763
internal_value=0 -4.63014e-05 2.42864e-05 -5.14914e-05 4.22107e-05 0.000124271 -6.57033e-06
internal_weight=0 0.00970039 0.0079675 0.00676637 0.00572759 0.00462238 0.00340417
internal_count=3121 2868 2620 2528 1774 1689 1476
is_linear=0
shrinkage=0.00196078


Tree=5969
num_leaves=9
num_cat=0
split_feature=15 15 151 48 12 15 0 0
split_gain=0.000103946 6.47902e-05 5.48455e-05 6.66066e-05 3.59531e-05 8.8073e-05 7.47468e-05 7.12902e-05
threshold=-0.24436499999999997 -0.11713499999999999 -0.077429999999999985 0.092475000000000016 0.090455000000000021 -0.037864999999999989 -0.053834999999999994 -0.083914999999999976
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=0.00057843616823049864 -0.00053812665689647709 0.00036895480159934924 -0.00076172698883052896 0.00035960176502277194 0.00037640804985820925 0.00024590557016448121 -0.00030379499138129934 -0.00037091111497588973
leaf_weight=0.0010606480773844738 0.0010098171063514993 0.001237383908699278 0.0010340195540410619 0.0011443362503835292 0.0012230596222258931 0.00130087224766775 0.0012620277657117286 0.0016144906793982212
leaf_count=253 231 390 281 183 688 460 188 447
internal_value=0 -6.7675e-05 -1.37889e-05 -7.62791e-05 -0.000153798 -0.000270063 3.09735e-05 -9.56796e-05
internal_weight=0 0.00982601 0.00881619 0.00757881 0.00643447 0.00394938 0.00248509 0.00291536
internal_count=3121 2868 2637 2247 2064 1188 876 907
is_linear=0
shrinkage=0.00196078


Tree=5970
num_leaves=9
num_cat=0
split_feature=15 15 0 47 133 16 1 1
split_gain=5.51359e-05 5.97782e-05 7.18764e-05 6.39094e-05 5.39642e-05 0.000123888 4.79909e-05 2.04217e-05
threshold=-0.24436499999999997 -0.095869999999999983 -0.10607499999999999 0.085270000000000026 0.083950000000000011 0.023255000000000001 0.093205000000000024 0.10752500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 7 6 4 5 -4 -3 -2
right_child=1 2 3 -5 -6 -7 -8 -9
leaf_value=0.00041208377088612869 -0.00055748985205267862 1.8023706827012884e-05 -0.00082732820516669852 0.00028167994919228744 7.4866421061351812e-05 1.326872661834263e-05 0.00057506907100788186 -0.0001620893038268195
leaf_weight=0.0010643028772154535 0.0010031998277123576 0.0011581100635187514 0.0012843023291526662 0.0012715302289793857 0.0015282238452701074 0.0014187012259427941 0.0012220773309256569 0.0010056081227074465
leaf_count=253 304 155 908 195 776 309 152 69
internal_value=0 -5.75993e-05 1.93474e-05 -0.000103791 -0.00021963 -0.000386132 0.000304032 -0.000359553
internal_weight=0 0.00989175 0.00788295 0.00550276 0.00423123 0.002703 0.00238019 0.00200881
internal_count=3121 2868 2495 2188 1993 1217 307 373
is_linear=0
shrinkage=0.00196078


Tree=5971
num_leaves=9
num_cat=0
split_feature=48 376 52 16 3 1 0 42
split_gain=6.00775e-05 5.98676e-05 0.000110886 7.67449e-05 9.39442e-05 6.03009e-05 5.61679e-05 1.3734e-05
threshold=-0.024949999999999996 0.048375000000000008 0.11434500000000002 -0.094359999999999986 0.090900000000000009 0.10752500000000002 -0.077999999999999986 0.084145000000000011
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 5 6 -2 -5 -8
right_child=1 -3 -4 4 -6 -7 7 -9
leaf_value=0.00044945387875285341 -0.00053431175525597971 0.00040136275594791581 -0.00066609009211882964 -0.00036392639178435028 0.00052135008666540084 3.5315285251738493e-05 0.00031333839459802296 -9.4104590487347727e-06
leaf_weight=0.0010066462481432272 0.0015658102955201942 0.001003427866102277 0.0011720900460641575 0.0013653875006387601 0.0015879362060622279 0.0013141742907898614 0.0010048054935227094 0.0010229805979508327
leaf_count=186 314 153 467 1080 146 143 308 324
internal_value=0 -5.30071e-05 -0.00010348 -1.95943e-05 0.00012772 -0.000274384 -5.64908e-05 0.000150518
internal_weight=0 0.0100366 0.00903318 0.00786109 0.00498111 0.00287998 0.00339317 0.00202779
internal_count=3121 2935 2782 2315 1858 457 1712 632
is_linear=0
shrinkage=0.00196078


Tree=5972
num_leaves=8
num_cat=0
split_feature=4 151 16 52 133 1 12
split_gain=1.77918e-05 3.1174e-05 5.61492e-05 5.57743e-05 5.31021e-05 9.92896e-05 3.35529e-05
threshold=0.27834500000000006 -0.024429999999999997 -0.092484999999999984 -0.12005499999999998 1.0000000180025095e-35 0.084525000000000003 0.086655000000000024
decision_type=2 2 2 2 2 2 2
left_child=1 -1 6 -4 5 -5 -3
right_child=-2 2 3 4 -6 -7 -8
leaf_value=0.012286714703611017 0.0098575740461701224 -0.031420402350681685 -0.018699601328425196 0.039815055039336196 -0.011199444400498587 -0.0013785591013112815 -0.0056744685717218905
leaf_weight=0.0012750021478950962 0.0015039892553430556 0.0010200410369353527 0.0010582174535453577 0.0010002414651360647 0.0010531939715004678 0.0014098487603936406 0.001004829263025435
leaf_count=452 340 205 399 523 573 366 263
internal_value=0 -0.00201866 -0.00480484 0.00139283 0.00753213 0.0157177 -0.0186441
internal_weight=0 0.00782137 0.00654637 0.0045215 0.00346328 0.00241009 0.00202487
internal_count=3121 2781 2329 1861 1462 889 468
is_linear=0
shrinkage=0.1


Tree=5973
num_leaves=8
num_cat=0
split_feature=48 16 52 0 0 2 16
split_gain=3.89686e-05 8.27612e-05 6.09906e-05 5.57005e-05 7.27194e-05 5.71927e-05 4.68647e-05
threshold=0.11951500000000001 -0.5048999999999999 0.11434500000000002 -0.077999999999999986 -0.10607499999999999 0.092875000000000013 0.15273500000000004
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -5
right_child=-2 2 -4 6 -6 -7 -8
leaf_value=0.00044356421928450421 -0.00048459328633451514 0.00017577271538166654 -0.00059061020558982607 0.00039138320566840931 -0.00065972352815090644 -0.00041865543725256991 -8.6097580872883511e-05
leaf_weight=0.0010281895650623716 0.001019504908419293 0.0015405951845941781 0.0010387144199135627 0.0013129746146704349 0.0011350748335872901 0.0010440192293798538 0.0019852805284753059
leaf_count=192 114 152 437 461 1226 165 374
internal_value=0 -8.03078e-05 -0.000147164 -8.15306e-05 -0.000246022 -6.43383e-05 0.000103979
internal_weight=0 0.00908485 0.00805666 0.00701794 0.00371969 0.00258461 0.00329826
internal_count=3121 3007 2815 2378 1543 317 835
is_linear=0
shrinkage=0.00196078


Tree=5974
num_leaves=7
num_cat=0
split_feature=15 16 2 48 2 16
split_gain=4.88856e-05 5.35865e-05 0.000100011 6.25124e-05 8.33318e-05 6.1874e-05
threshold=-0.24436499999999997 -0.36241499999999999 0.11093500000000002 0.083985000000000018 0.084245000000000014 -0.078844999999999985
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3
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leaf_value=0.00040160872783807889 -0.00036770923599888534 0.00034200109947138299 0.00043126450334406862 0.00026710229409585045 -0.0005303916676271278 -0.00024600363856402095
leaf_weight=0.0010065873059827224 0.0017047993771651965 0.0011934594731659695 0.0017340606093693067 0.0013614456112610871 0.0018753865442962263 0.0016246185517984251
leaf_count=253 248 272 343 379 1174 452
internal_value=0 -5.28319e-05 1.60865e-05 -0.000102816 -0.000210119 3.01708e-06
internal_weight=0 0.00949377 0.00778897 0.00605491 0.00469346 0.00281808
internal_count=3121 2868 2620 2277 1898 724
is_linear=0
shrinkage=0.00196078


Tree=5975
num_leaves=8
num_cat=0
split_feature=49 42 15 4 12 13 1
split_gain=1.7538e-05 5.44827e-05 4.11529e-05 7.91572e-05 4.77355e-05 9.12599e-05 2.8785e-05
threshold=-0.043469999999999995 0.091545000000000015 -0.037864999999999989 0.24564500000000003 0.051320000000000005 -0.095304999999999987 0.093205000000000024
decision_type=2 2 2 2 2 2 2
left_child=6 2 3 -2 -4 -6 -1
right_child=1 -3 4 -5 5 -7 -8
leaf_value=-0.0039878216434966517 -0.02876570705222415 -0.024138517405579152 0.02219925577286239 0.0068933646314732937 0.01972555011734153 -0.021009143862143295 0.018960565808703464
leaf_weight=0.0010795242925082003 0.001114822958899316 0.001008862135346518 0.001404464205775312 0.0014096794699590622 0.0010608647591191242 0.0011420694309473602 0.0011071894971566166
leaf_count=188 605 614 182 232 85 978 237
internal_value=0 -0.00260384 0.000939197 -0.00885372 0.0077924 -0.00139258 0.00763154
internal_weight=0 0.00714076 0.0061319 0.0025245 0.0036074 0.00220293 0.00218671
internal_count=3121 2696 2082 837 1245 1063 425
is_linear=0
shrinkage=0.1


Tree=5976
num_leaves=8
num_cat=0
split_feature=48 48 1 42 4 4 15
split_gain=3.49535e-05 8.71768e-05 8.2182e-05 4.09076e-05 7.00169e-05 4.75155e-05 3.19696e-05
threshold=0.11951500000000001 0.093265000000000015 0.111945 0.086325000000000013 -1.0000000180025095e-35 -0.084369999999999987 -0.053579999999999996
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=-0.00010542247775704205 -0.0003521355060381033 0.00055249816054040216 0.00054739737684236399 -0.0004601411855082108 -0.00037527099795713569 0.00038781040535218529 5.7316115430183456e-05
leaf_weight=0.0017091810498217602 0.001030636284406917 0.0010788520845217203 0.0010143799834548542 0.0013139505376896631 0.0018136554113627945 0.00133934686932001 0.0010327967395442825
leaf_count=468 114 239 280 887 354 684 95
internal_value=0 2.84386e-05 -4.03151e-05 -0.000153168 -7.02124e-05 0.000111276 0.000300152
internal_weight=0 0.00930216 0.00822331 0.00617613 0.00486218 0.00304853 0.00204718
internal_count=3121 3007 2768 2393 1506 1152 375
is_linear=0
shrinkage=0.00196078


Tree=5977
num_leaves=8
num_cat=0
split_feature=1 42 133 15 151 2 1
split_gain=1.67071e-05 5.07502e-05 3.80233e-05 0.00010154 4.2921e-05 7.23219e-05 3.98118e-05
threshold=0.12500000000000003 0.091545000000000015 0.083950000000000011 1.0000000180025095e-35 -0.0083949999999999979 0.086590000000000014 0.089770000000000016
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=-0.012931303174289366 0.009728354530811157 -0.022833868812227206 0.0162957870694658 -0.030002741287372955 -0.0085974702771518165 0.0074019961292453853 0.035370699742865115
leaf_weight=0.0011068378755298256 0.0014362450129273797 0.0010180209074011218 0.0013269179577534707 0.0010836187162181809 0.0013039110230391123 0.0010049516367914473 0.0010311500147016893
leaf_count=230 279 601 661 674 223 264 189
internal_value=0 -0.00199936 0.00109365 -0.00255378 0.00413505 0.00979062 0.0215663
internal_weight=0 0.00787541 0.00685739 0.00553047 0.00444685 0.00334001 0.0020361
internal_count=3121 2842 2241 1580 906 676 453
is_linear=0
shrinkage=0.1


Tree=5978
num_leaves=8
num_cat=0
split_feature=48 16 52 0 0 2 16
split_gain=4.91359e-05 9.35766e-05 5.81308e-05 4.19956e-05 6.00178e-05 8.84931e-05 4.53742e-05
threshold=0.11951500000000001 -0.5048999999999999 0.11434500000000002 -0.077999999999999986 -0.10607499999999999 0.092875000000000013 0.16703000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -5
right_child=-2 2 -4 6 -6 -7 -8
leaf_value=0.00057451363595491147 -0.00041822405630484243 0.00032987683886917676 -0.00046891215001271507 0.00040453237821046461 -0.00049100595097487218 -0.0003855379940676544 -4.6094553736444585e-05
leaf_weight=0.0010732057700869801 0.0010476647231662467 0.001642545743190942 0.0010628535570831972 0.0017233067895323195 0.0011612533285546814 0.0011166552774103944 0.0017130458932278797
leaf_count=192 114 152 437 476 1226 165 359
internal_value=0 2.92325e-05 -4.02714e-05 2.16553e-05 -0.000117042 4.03467e-05 0.000179892
internal_weight=0 0.00949287 0.00841966 0.00735681 0.00392045 0.0027592 0.00343635
internal_count=3121 3007 2815 2378 1543 317 835
is_linear=0
shrinkage=0.00196078


Tree=5979
num_leaves=7
num_cat=0
split_feature=52 0 4 0 2 1
split_gain=1.77776e-05 3.63476e-05 4.50463e-05 4.19799e-05 5.07814e-05 8.28202e-05
threshold=0.11434500000000002 -0.077999999999999986 -0.35136499999999998 -0.10607499999999999 0.090935000000000016 0.11103500000000001
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=0.017405725543503527 -0.011048258593428529 -0.004811348528058387 0.019526793777336512 -0.019299864090553513 0.010350690634716719 -0.028365118346944013
leaf_weight=0.0013061927891544712 0.0012957938337650405 0.0012597881061250744 0.0019187050541995283 0.0012940797290462314 0.001202807388401176 0.001022020729789264
leaf_count=162 501 202 681 1269 191 115
internal_value=0 0.00157738 0.00988043 -0.00389218 0.00175456 -0.00743422
internal_weight=0 0.00800359 0.00317849 0.0048251 0.00353102 0.00222483
internal_count=3121 2620 883 1737 468 306
is_linear=0
shrinkage=0.1


Tree=5980
num_leaves=9
num_cat=0
split_feature=48 48 1 2 151 13 2 0
split_gain=4.09584e-05 8.24627e-05 6.604e-05 4.55457e-05 4.94664e-05 9.50936e-05 7.8412e-05 2.11536e-05
threshold=0.11951500000000001 0.093265000000000015 0.111945 0.10327000000000001 -0.0067699999999999991 -0.084034999999999985 0.084245000000000014 -0.071719999999999992
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7 -4
right_child=-2 -3 7 -5 5 6 -8 -9
leaf_value=0.00032695071485339106 -0.00037371430830513786 0.00054111000632595335 0.00046731641837189638 -0.00040387995490478307 0.00025758782041051674 -3.3872944933611681e-05 -0.00078555411263439004 6.9371574336667198e-05
leaf_weight=0.0011245440169017156 0.001063359076977779 0.0010839234930950245 0.0010466832618675108 0.0017284456582764155 0.001369434640602608 0.0010823579987196946 0.0010522653007291518 0.0010083053188423468
leaf_count=326 114 239 171 438 451 462 716 204
internal_value=0 3.20835e-05 -3.35066e-05 -0.000132284 -3.08633e-05 -0.000145695 -0.000404415 0.00027206
internal_weight=0 0.00949596 0.00841204 0.00635705 0.0046286 0.00350406 0.00213462 0.00205499
internal_count=3121 3007 2768 2393 1955 1629 1178 375
is_linear=0
shrinkage=0.00196078


Tree=5981
num_leaves=9
num_cat=0
split_feature=48 48 1 159 2 13 3 0
split_gain=3.75141e-05 9.48998e-05 6.42022e-05 4.01091e-05 7.87494e-05 6.56965e-05 7.11328e-05 3.14704e-05
threshold=0.11951500000000001 0.093265000000000015 0.111945 0.082585000000000006 0.10327000000000001 -0.084034999999999985 -1.0000000180025095e-35 -0.071719999999999992
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -4
right_child=-2 -3 7 -5 -6 6 -8 -9
leaf_value=0.00044467189270565088 -0.00036138707379999608 0.00057853922432903808 0.0004979164364346091 -0.0004982484557133005 -0.00045981133411897887 -0.00042331482538622957 0.0002362128939501412 1.2732382399814307e-05
leaf_weight=0.0012559933820077795 0.0010434074108864278 0.0010755055344143479 0.0010472419837457793 0.001006190730192002 0.0014457293227724474 0.0013000376270859641 0.0012175788131020451 0.0010093877717799347
leaf_count=508 114 239 171 327 364 1082 112 204
internal_value=0 3.05851e-05 -4.05712e-05 -0.000139797 -7.06938e-05 7.83832e-05 -0.000104352 0.00025979
internal_weight=0 0.00935767 0.00828216 0.00622553 0.00521934 0.00377361 0.00251762 0.00205663
internal_count=3121 3007 2768 2393 2066 1702 1194 375
is_linear=0
shrinkage=0.00196078


Tree=5982
num_leaves=8
num_cat=0
split_feature=1 48 4 48 2 2 0
split_gain=1.57654e-05 5.33708e-05 4.34116e-05 3.80922e-05 3.44059e-05 7.29281e-05 2.90213e-05
threshold=0.111945 0.092475000000000016 -0.0016099999999999997 0.091085000000000013 0.084245000000000014 0.097220000000000015 -0.11756999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -2 -1 -6 -4
right_child=3 -3 6 -5 5 -7 -8
leaf_value=0.015256341394837211 0.014763586297298362 0.018311935792702069 -0.030432611287502711 -0.0092882574428284383 -0.025743012647575614 0.0094984987025720398 -0.0066601929736771802
leaf_weight=0.0010431112596374103 0.0018127079710500379 0.0010020448830103902 0.0010040351309648227 0.0010341279953115516 0.0010777142606821063 0.0012901408182579893 0.0010511837429815173
leaf_count=571 369 242 146 128 892 342 431
internal_value=0 -0.00290377 -0.00679297 0.00602663 0.000124554 -0.00654145 -0.0182737
internal_weight=0 0.00646823 0.00546619 0.00284684 0.00341097 0.00236786 0.00205522
internal_count=3121 2624 2382 497 1805 1234 577
is_linear=0
shrinkage=0.1


Tree=5983
num_leaves=6
num_cat=0
split_feature=150 15 15 43 43
split_gain=1.85331e-05 3.20897e-05 5.80398e-05 4.72806e-05 5.99072e-05
threshold=0.081835000000000019 -0.037864999999999989 -0.10324499999999999 -0.084004999999999982 0.093175000000000022
decision_type=2 2 2 2 2
left_child=1 2 -1 -3 -5
right_child=-2 3 -4 4 -6
leaf_value=0.00027171871838900112 0.0091997071017240282 0.016141800392709984 -0.028269961632584169 -0.015992064964248869 0.014601245059200055
leaf_weight=0.0019475296036449135 0.0017233369003274851 0.0017162599270966329 0.0011234731329108211 0.0017766904089343244 0.0010005102720175895
leaf_count=506 420 375 595 1081 144
internal_value=0 -0.00229125 -0.0101698 0.00309322 -0.00497056
internal_weight=0 0.00756446 0.003071 0.00449346 0.0027772
internal_count=3121 2701 1101 1600 1225
is_linear=0
shrinkage=0.1


Tree=5984
num_leaves=9
num_cat=0
split_feature=15 52 42 42 16 2 4 49
split_gain=4.32556e-05 4.42496e-05 5.23096e-05 7.18333e-05 0.000100872 9.37893e-05 9.49825e-05 0.000101525
threshold=-0.24436499999999997 -0.26636999999999994 0.092620000000000022 0.08623500000000002 -0.36241499999999999 0.10912000000000001 -0.084369999999999987 -0.006494999999999999
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=0.00037027622066779502 -0.00043165404407248119 -0.00057991270693739851 -0.00040288002232584293 0.00050165388347778259 -0.00045033303290838053 0.00056437650865810859 -0.00031869338578160549 0.00046989483928050962
leaf_weight=0.001048295009868778 0.0010375839126903789 0.0010584069990364374 0.001099800673640937 0.0011693714019599937 0.0015060157623157525 0.0012040100964662587 0.0010205872710948773 0.0016303611026193291
leaf_count=253 352 159 484 465 383 160 218 647
internal_value=0 -4.89381e-05 -3.23431e-06 5.46844e-05 -2.67368e-05 8.24757e-05 -5.71005e-05 0.000166297
internal_weight=0 0.00972614 0.00868855 0.00758875 0.00641938 0.00536097 0.00415696 0.00265095
internal_count=3121 2868 2516 2032 1567 1408 1248 865
is_linear=0
shrinkage=0.00196078


Tree=5985
num_leaves=9
num_cat=0
split_feature=52 52 50 457 15 16 52 16
split_gain=4.71721e-05 5.01535e-05 4.29982e-05 3.90589e-05 5.35846e-05 0.000103097 3.69353e-05 6.93462e-05
threshold=-0.28430999999999995 -0.090859999999999982 0.088425000000000017 0.069910000000000014 -0.15026499999999995 -0.36241499999999999 0.096795000000000006 -0.056919999999999991
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=-0.00040608395196448669 0.00045616905644307778 0.00037883531996502675 -0.00037376646014076613 0.00037278476633434676 -0.00065417906605068159 0.00016563976406277147 0.00031367497523898696 -0.00045118299429849614
leaf_weight=0.0010021704870029945 0.0010017951943000021 0.0010932331874321495 0.0010773301475026156 0.0011790204649066481 0.0010306485351748241 0.0017263342412236148 0.0012925258240451395 0.0011795430906446154
leaf_count=344 294 273 486 210 175 592 315 432
internal_value=0 4.10168e-05 -7.46384e-06 4.51442e-05 -1.59563e-05 -9.84951e-05 3.79175e-05 -8.47387e-05
internal_weight=0 0.00958043 0.00857864 0.00750131 0.00632228 0.00522905 0.0041984 0.00290588
internal_count=3121 2777 2483 1997 1787 1514 1339 1024
is_linear=0
shrinkage=0.00196078


Tree=5986
num_leaves=9
num_cat=0
split_feature=11 2 52 16 13 133 12 0
split_gain=4.09171e-05 4.78277e-05 0.000126403 7.41445e-05 7.29616e-05 8.50519e-05 6.04897e-05 5.83506e-05
threshold=0.079915000000000014 0.10912000000000001 0.10160000000000001 -0.074319999999999983 0.0076650000000000008 0.076280000000000014 0.088305000000000008 -0.13843999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 4 -3 5 6 7 -1
right_child=-2 3 -4 -5 -6 -7 -8 -9
leaf_value=0.00012167865539344562 -0.00039005501356218251 -0.00013115252700063505 -0.0006897448285530409 0.00051355629697529687 -0.0003760506715787902 0.00066924894517544973 0.00041621800705386562 -0.00050236308136788067
leaf_weight=0.0013049011380251332 0.0010002821456634838 0.0011871744328465119 0.0010451222445912673 0.0016239876946422471 0.001195206096274882 0.0010111632537718996 0.0010317978933356725 0.0010314075215993135
leaf_count=130 199 244 443 308 241 630 387 539
internal_value=0 2.70172e-05 -6.3979e-05 0.000241291 5.33418e-05 0.000170533 2.081e-05 -0.000153816
internal_weight=0 0.00943076 0.0066196 0.00281116 0.00557448 0.00437927 0.00336811 0.00233631
internal_count=3121 2922 2370 552 1927 1686 1056 669
is_linear=0
shrinkage=0.00196078


Tree=5987
num_leaves=7
num_cat=0
split_feature=42 49 42 52 13 2
split_gain=1.80099e-05 3.53156e-05 4.31978e-05 5.23075e-05 5.39097e-05 3.14159e-05
threshold=-0.025789999999999997 -0.047584999999999995 0.091545000000000015 -0.0064899999999999992 -0.10278499999999999 0.091545000000000015
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=-0.01031121705256194 0.013708647924439661 -0.013184650019546574 -0.020799726977468989 -0.010074472868833149 0.027594299444800564 0.0043012621658174858
leaf_weight=0.0014714703268048157 0.0018775533519346825 0.0015818014892702618 0.0010159387689562625 0.001043105910009859 0.001303924171235375 0.0010415293063019242
leaf_count=712 362 609 620 129 513 176
internal_value=0 0.00174266 -0.00201038 0.00183015 0.00883916 0.0172507
internal_weight=0 0.00786385 0.0059863 0.00497036 0.00338856 0.00234545
internal_count=3121 2409 2047 1427 818 689
is_linear=0
shrinkage=0.1


Tree=5988
num_leaves=8
num_cat=0
split_feature=52 1 457 0 12 42 0
split_gain=3.1942e-05 5.36815e-05 5.40714e-05 4.98391e-05 3.90255e-05 5.65283e-05 2.91441e-05
threshold=-0.26636999999999994 0.11588000000000001 0.045365000000000009 -0.10224499999999999 0.09334000000000002 0.084635000000000016 -0.17169499999999996
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=-0.0003346175368004454 -0.00010875445923137345 0.00033339805925235275 0.00033714947101974585 -8.1696796781920701e-05 -0.00026316133297633572 0.00050594990149960316 -0.0005458628176844136
leaf_weight=0.001005114814480834 0.0011094119199578645 0.0018380164525582535 0.0012159220818004548 0.0015365189207542287 0.0012444457136860892 0.0010659670604461439 0.0012441044997816351
leaf_count=354 97 375 240 673 520 600 262
internal_value=0 3.342e-05 -4.09242e-05 -0.000115065 2.24354e-05 0.000159001 -0.000339817
internal_weight=0 0.00925439 0.00741637 0.00620045 0.00384693 0.00260249 0.00235352
internal_count=3121 2767 2392 2152 1793 1273 359
is_linear=0
shrinkage=0.00196078


Tree=5989
num_leaves=7
num_cat=0
split_feature=4 47 4 2 48 12
split_gain=1.80483e-05 3.34715e-05 7.58661e-05 5.65218e-05 5.21268e-05 5.07599e-05
threshold=0.27834500000000006 0.11402500000000002 0.055260000000000011 0.11093500000000002 0.083985000000000018 0.084100000000000022
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=0.0021900741226130011 0.0098724080395817208 0.014371325405635189 -0.026662595463135288 0.019698616809081998 0.012709310847939116 -0.023576995054159194
leaf_weight=0.0014063724260408559 0.0015090544954807295 0.0010687242125916215 0.0012733229610261149 0.0011918183054772042 0.0012055422563727069 0.0016751634386633172
leaf_count=365 340 123 299 245 356 1393
internal_value=0 -0.00207233 -0.00467499 0.000435037 -0.00492029 -0.0118172
internal_weight=0 0.00782094 0.00675222 0.0054789 0.00428708 0.00308154
internal_count=3121 2781 2658 2359 2114 1758
is_linear=0
shrinkage=0.1


Tree=5990
num_leaves=8
num_cat=0
split_feature=12 47 16 52 13 4 49
split_gain=1.61353e-05 4.37116e-05 6.56531e-05 4.45835e-05 5.18692e-05 5.48434e-05 3.15245e-05
threshold=-0.010834999999999999 0.10904500000000002 -0.4714549999999999 0.10160000000000001 -0.084034999999999985 -0.033174999999999989 -0.028954999999999998
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=0.0096339279860402863 0.024627991040197236 -0.021103805221809432 0.018955371841140031 -0.021011507895884213 -0.021670619345970546 -0.0073145651967333608 0.016429044222000033
leaf_weight=0.001432408337277054 0.0010025796269145185 0.0010306059363263294 0.0012183596304060225 0.0011196621268303826 0.0012620106607232999 0.0011332963520435846 0.0011038288688535866
leaf_count=421 167 143 558 456 853 104 419
internal_value=0 -0.00190497 0.000987892 -0.00307249 0.0011852 -0.00500217 0.00440086
internal_weight=0 0.00787034 0.00683974 0.00583716 0.0047175 0.00349914 0.00223713
internal_count=3121 2700 2557 2390 1934 1376 523
is_linear=0
shrinkage=0.1


Tree=5991
num_leaves=8
num_cat=0
split_feature=52 52 160 12 52 15 0
split_gain=3.79097e-05 6.63172e-05 8.43451e-05 6.4154e-05 7.40503e-05 8.81415e-05 4.08207e-05
threshold=-0.26636999999999994 -0.081429999999999989 0.050340000000000003 0.10193000000000001 0.096795000000000006 0.083935000000000023 -0.17169499999999996
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=-0.00036484551598792668 0.00040291170097479394 0.0001134931822494987 -0.00057274356243118725 -0.00038883552899949799 0.00050860992806475648 0.00047598163715425454 -0.00034254454328479678
leaf_weight=0.0010310432279251039 0.0015427013028233164 0.0012107727122415424 0.0010032642993640468 0.0011397523617851322 0.0014211793092664795 0.0010833301338128449 0.002003117771210261
leaf_count=354 417 101 216 278 465 595 695
internal_value=0 3.1211e-05 -4.17305e-05 3.59503e-05 0.000120616 -7.70204e-06 -0.000170741
internal_weight=0 0.00940412 0.00786142 0.00685815 0.0057184 0.00429722 0.00321389
internal_count=3121 2767 2350 2134 1856 1391 796
is_linear=0
shrinkage=0.00196078


Tree=5992
num_leaves=9
num_cat=0
split_feature=11 159 3 43 15 3 16 52
split_gain=5.1784e-05 7.05494e-05 0.000130256 6.07143e-05 0.000101189 4.99484e-05 6.05012e-05 8.22258e-05
threshold=0.079915000000000014 0.091005000000000016 -0.12018999999999998 -0.069134999999999988 -0.053579999999999996 0.0051600000000000005 -0.29154999999999992 -0.0064899999999999992
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=0.0007191109147695364 -0.00042217978912044072 -0.00045964127371920312 0.00072709612473164363 -0.00046451400185802683 -5.1762126538601039e-05 -0.00042108427735893937 -0.00020045978840189837 0.00046392271574603879
leaf_weight=0.001102902998808406 0.0010633225158897018 0.0010060384804283585 0.0010146926078471469 0.0012625069387220333 0.0017429128025818951 0.001039408585216426 0.0014348213853226655 0.001429969041247578
leaf_count=116 199 362 502 1062 536 103 147 94
internal_value=0 3.28802e-05 8.77693e-05 -1.00633e-07 0.000234828 -0.000125488 -1.58566e-05 0.000131169
internal_weight=0 0.0100333 0.00902721 0.00792431 0.00275761 0.00516671 0.0039042 0.00286479
internal_count=3121 2922 2560 2444 1038 1406 344 241
is_linear=0
shrinkage=0.00196078


Tree=5993
num_leaves=8
num_cat=0
split_feature=1 3 457 4 4 43 0
split_gain=1.62843e-05 4.42899e-05 3.68818e-05 5.17079e-05 3.46871e-05 2.33304e-05 4.92787e-06
threshold=0.11588000000000001 0.10299500000000002 0.045365000000000009 -0.076779999999999987 0.053180000000000012 -0.084004999999999982 -0.13455999999999999
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 -1 -6
right_child=1 -3 -4 4 6 -7 -8
leaf_value=0.015015381028759177 0.021448734993897146 -0.0069628834096845506 0.013186178810321685 -0.027442793848334941 -0.011077901911685012 -0.0038706091542082982 -0.0011750992483704117
leaf_weight=0.0011888170374919141 0.0011098468375713168 0.0010851214890516335 0.0012454038572841004 0.0012308576628058399 0.0010050270367393324 0.0014542239623728448 0.0010050048345430409
leaf_count=233 260 155 256 1049 92 779 297
internal_value=0 0.00740295 -0.00244747 -0.00575652 -0.0142223 0.00462415 -0.00612656
internal_weight=0 0.00219497 0.00712933 0.00588393 0.00324089 0.00264304 0.00201003
internal_count=3121 415 2706 2450 1438 1012 389
is_linear=0
shrinkage=0.1


Tree=5994
num_leaves=8
num_cat=0
split_feature=52 52 1 4 43 2 2
split_gain=2.9091e-05 5.25848e-05 4.17117e-05 0.000156516 3.37246e-05 4.40708e-05 7.85364e-05
threshold=-0.26636999999999994 -0.081429999999999989 0.08844500000000001 -0.083854999999999985 -0.081154999999999991 0.090935000000000016 0.11474000000000002
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=-0.00031919217425749276 0.00036282298937312244 0.00016143043986863325 -0.00023830122845363715 -0.00077879694663903821 0.00041255034093958085 -0.00040526826592150478 0.0003168128090337209
leaf_weight=0.0010233814497833159 0.0015185514532546022 0.0016473547034454895 0.0010572901265451413 0.001160016912678836 0.0015534019380305346 0.0010679476407638932 0.0012651489702588312
leaf_count=354 417 372 180 1092 388 99 219
internal_value=0 2.91696e-05 -3.61973e-05 -0.000227075 7.21942e-05 0.000156662 -1.37113e-05
internal_weight=0 0.00926971 0.00775116 0.00280737 0.00494379 0.0038865 0.0023331
internal_count=3121 2767 2350 1464 886 706 318
is_linear=0
shrinkage=0.00196078


Tree=5995
num_leaves=8
num_cat=0
split_feature=11 2 52 16 12 52 4
split_gain=1.7404e-05 2.96524e-05 8.75596e-05 6.5644e-05 4.18683e-05 6.44202e-05 4.81773e-05
threshold=0.078065000000000009 0.10912000000000001 0.084960000000000022 -0.074319999999999983 0.09202500000000001 -0.087284999999999988 -0.0016099999999999997
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=-0.0219863816580105 -0.012510888661551903 -0.0086895040729973016 -0.025503441763711554 0.024328758714747972 0.020717836550443829 0.02356315811364619 -0.0051814289413545803
leaf_weight=0.0010588160449038608 0.0010105642159730843 0.0010330493390514318 0.0012894651217512315 0.0014434655045642629 0.0011288110921539489 0.0010570106963472378 0.0013004641414371223
leaf_count=345 211 243 799 308 381 555 279
internal_value=0 0.00138736 -0.00250414 0.0105556 0.00402086 -0.00149615 0.00770666
internal_weight=0 0.00831108 0.00583457 0.00247651 0.0045451 0.00341629 0.00235747
internal_count=3121 2910 2359 551 1560 1179 834
is_linear=0
shrinkage=0.1


Tree=5996
num_leaves=8
num_cat=0
split_feature=14 49 2 4 47 49 13
split_gain=3.69637e-05 6.28908e-05 4.54734e-05 7.95919e-05 6.86612e-05 7.45955e-05 3.47021e-05
threshold=-1.0000000180025095e-35 0.0093850000000000027 0.10912000000000001 -0.10429499999999998 0.092530000000000015 -0.054319999999999993 -0.033284999999999988
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=-0.00035655542238181457 -0.0004959106951794057 0.00046923811127972558 0.00024941187090990268 -0.00022956849192305129 -0.00036215752650547501 0.00011630409074353307 0.00060916961181215433
leaf_weight=0.0010500731702074518 0.0015295173453452274 0.0011103654945280273 0.0017620259179147281 0.0011904932108944988 0.0013115300086870099 0.001028874352480219 0.001178167122829951
leaf_count=161 250 585 347 235 191 793 559
internal_value=0 3.1948e-05 -2.87413e-05 -0.000107303 1.89179e-05 0.000166022 0.000379407
internal_weight=0 0.00911097 0.00800061 0.00623858 0.00470906 0.00339753 0.00220704
internal_count=3121 2960 2375 2028 1778 1587 1352
is_linear=0
shrinkage=0.00196078


Tree=5997
num_leaves=8
num_cat=0
split_feature=12 47 16 12 52 0 48
split_gain=1.55483e-05 4.01907e-05 5.89733e-05 3.93061e-05 4.42107e-05 4.74112e-05 4.68498e-05
threshold=-0.010834999999999999 0.10904500000000002 -0.4714549999999999 0.098810000000000023 -0.0064899999999999992 -0.083914999999999976 0.082620000000000013
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -6 -4
right_child=1 -3 3 -5 5 -7 -8
leaf_value=0.0094419251039163793 0.023308869541791497 -0.020321099899534546 -0.022346986423113745 -0.019498981544039309 0.023535102398347042 -0.0049047132347535861 0.0061225449522715053
leaf_weight=0.0014396630060311512 0.0010028015039558425 0.0010256444872847499 0.0012056815661663708 0.0011510935232265278 0.0013021875648315075 0.0010660549956968909 0.0011103436320167174
leaf_count=421 167 143 598 411 566 628 187
internal_value=0 -0.00186169 0.000907001 -0.00294274 0.00112573 0.010733 -0.00869819
internal_weight=0 0.00786381 0.00683816 0.00583536 0.00468427 0.00236824 0.00231603
internal_count=3121 2700 2557 2390 1979 1194 785
is_linear=0
shrinkage=0.1


Tree=5998
num_leaves=9
num_cat=0
split_feature=48 48 1 4 2 42 2 0
split_gain=3.77547e-05 9.72796e-05 6.47518e-05 4.63606e-05 4.88001e-05 3.88139e-05 3.65193e-05 2.48667e-05
threshold=0.11951500000000001 0.093265000000000015 0.111945 -0.0016099999999999997 0.092875000000000013 1.0000000180025095e-35 0.096540000000000015 -0.071719999999999992
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 -1 -4
right_child=-2 -3 7 4 -6 -7 -8 -9
leaf_value=-0.00010974940511811223 -0.00036169712068470031 0.00057521695742042672 0.00046738901350386341 -0.00012552171455713991 -0.0006865363686566013 -0.0002695963520182496 0.00037098986811044253 3.7255429742810024e-05
leaf_weight=0.0011682558391590036 0.0010728747738863653 0.0010977891519321917 0.0010492432502635322 0.0014648929938013752 0.0010051482106632954 0.0013990536012368862 0.0012657409467925302 0.0010181791999463044
leaf_count=608 114 239 171 303 281 953 248 204
internal_value=0 2.64081e-05 -4.5568e-05 -0.000144336 -0.000353819 -9.34453e-06 0.000140247 0.000255554
internal_weight=0 0.0094683 0.00837051 0.00630309 0.00247004 0.00383305 0.002434 0.00206742
internal_count=3121 3007 2768 2393 584 1809 856 375
is_linear=0
shrinkage=0.00196078


Tree=5999
num_leaves=8
num_cat=0
split_feature=48 48 1 42 4 13 43
split_gain=3.00926e-05 8.43119e-05 6.39251e-05 4.47241e-05 7.94445e-05 4.35135e-05 3.32082e-05
threshold=0.11951500000000001 0.093265000000000015 0.111945 0.086325000000000013 -1.0000000180025095e-35 -0.0034749999999999994 -0.072269999999999987
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=0.00037463335170602122 -0.00032559985739419664 0.00054425913745184478 9.2129629926555113e-06 -0.00046082175297568743 -0.00037670561813288469 -9.312974670264646e-05 0.0005100796818045194
leaf_weight=0.0015283519460164902 0.0010276222136320979 0.0010755169100191237 0.0010090204518716575 0.0013071454248528708 0.0018206860479466113 0.0015300343236806439 0.0010268659943046083
leaf_count=638 114 239 149 887 354 514 226
internal_value=0 2.79959e-05 -3.95354e-05 -0.000138719 -5.24245e-05 0.000140623 0.000261841
internal_weight=0 0.00929762 0.0082221 0.00618622 0.00487907 0.00305839 0.00203589
internal_count=3121 3007 2768 2393 1506 1152 375
is_linear=0
shrinkage=0.00196078


Tree=6000
num_leaves=7
num_cat=0
split_feature=0 1 2 151 15 2
split_gain=1.71116e-05 4.40212e-05 4.97708e-05 5.31954e-05 3.7708e-05 2.38498e-05
threshold=-0.060129999999999996 0.083135000000000014 0.089775000000000008 -0.0083949999999999979 -1.0000000180025095e-35 0.10097500000000002
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -2 -6
right_child=4 2 3 -5 5 -7
leaf_value=-0.021657411101821247 0.021241116821169054 -0.011659183274148581 -0.0083763121737098246 0.018901996404731423 0.0082438738363700258 -0.012818923521614256
leaf_weight=0.0010688780433465907 0.0010589697202102346 0.0019803184825071983 0.0011422350440480657 0.001910804785148006 0.0011269490118342176 0.0010279672463036349
leaf_count=1510 259 631 153 254 138 176
internal_value=0 -0.00322631 0.000687694 0.00869635 0.00578947 -0.00180379
internal_weight=0 0.00610224 0.00503336 0.00305304 0.00321389 0.00215492
internal_count=3121 2548 1038 407 573 314
is_linear=0
shrinkage=0.1


Tree=6001
num_leaves=6
num_cat=0
split_feature=13 3 12 4 0
split_gain=1.73722e-05 4.32685e-05 4.25005e-05 5.73547e-05 3.10076e-05
threshold=-0.23438999999999996 0.097915000000000016 0.084100000000000022 0.09173000000000002 -0.084674999999999986
decision_type=2 2 2 2 2
left_child=-1 2 4 -4 -2
right_child=1 -3 3 -5 -6
leaf_value=0.011571541412046657 0.0024520060624288178 -0.014840058168452226 -0.016333631129423733 0.0098175432983972633 0.023655368707445164
leaf_weight=0.001120672177594967 0.0016342893480831432 0.0019191087546316585 0.0019632233273131224 0.0014641090101478287 0.0011932804155796329
leaf_count=169 434 168 1835 209 306
internal_value=0 -0.0017051 0.00232492 -0.00516221 0.0114002
internal_weight=0 0.00817401 0.0062549 0.00342733 0.00282757
internal_count=3121 2952 2784 2044 740
is_linear=0
shrinkage=0.1


Tree=6002
num_leaves=7
num_cat=0
split_feature=484 160 52 49 0 0
split_gain=1.5803e-05 2.69779e-05 4.45222e-05 5.34432e-05 4.73131e-05 5.43347e-05
threshold=0.084040000000000017 -1.0000000180025095e-35 0.10347000000000002 -0.081404999999999991 -0.053834999999999994 -0.11756999999999999
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=-0.015659068080194599 0.01144162963505569 0.017925183962748302 0.019712019171303521 -0.013276363169437309 -0.023930588418181454 0.010880489718948338
leaf_weight=0.001166417477872576 0.0010528082871027805 0.0010497565525086358 0.001054163086431764 0.0018782138432645124 0.0012286698729538424 0.0018464590314949162
leaf_count=632 368 160 203 264 309 1185
internal_value=0 -0.00157065 0.000757872 -0.00257054 -0.00691417 -0.00130091
internal_weight=0 0.00822368 0.00705726 0.0060031 0.00495334 0.00372467
internal_count=3121 2753 2121 1918 1758 1449
is_linear=0
shrinkage=0.1


Tree=6003
num_leaves=9
num_cat=0
split_feature=52 160 150 151 52 133 16 13
split_gain=7.93662e-05 4.65223e-05 7.26558e-05 6.08004e-05 9.15074e-05 6.2398e-05 0.000162124 0.000142848
threshold=-0.26636999999999994 0.090980000000000019 0.080470000000000014 -0.0096649999999999982 0.11434500000000002 -1.0000000180025095e-35 -0.25582999999999995 -0.0034749999999999994
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=-0.0005012219269235281 -0.00041611191601823781 -0.00034047663877567291 0.00054678422733710143 -0.00023765866388320993 -0.00040592196736908187 0.000892306524818496 0.0005563946620696853 -0.00027960437375213593
leaf_weight=0.0010989920822860712 0.0010208354059436323 0.0010297991789877505 0.0012080173037115659 0.0010121350131763298 0.0011484287353801768 0.0012780611550799528 0.0013437421227985935 0.0018926195888047349
leaf_count=354 183 242 355 670 423 121 502 271
internal_value=0 5.40883e-05 9.97229e-05 2.95474e-05 9.77041e-05 0.000202358 0.00030101 6.75037e-05
internal_weight=0 0.00993364 0.00890384 0.00769582 0.00667499 0.00552656 0.00451442 0.00323636
internal_count=3121 2767 2525 2170 1987 1564 894 773
is_linear=0
shrinkage=0.00196078


Tree=6004
num_leaves=8
num_cat=0
split_feature=48 16 52 0 0 2 13
split_gain=4.42351e-05 7.16631e-05 6.00207e-05 4.98013e-05 7.7592e-05 7.35068e-05 6.55793e-05
threshold=0.11951500000000001 -0.5048999999999999 0.11434500000000002 -0.077999999999999986 -0.10607499999999999 0.092875000000000013 0.0076650000000000008
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -5
right_child=-2 2 -4 6 -6 -7 -8
leaf_value=0.00051850617967735596 -0.00039665576424056248 0.00033221069230065711 -0.00046877596480538695 0.00044786036261360002 -0.00054980704295206956 -0.00033257946471173307 -0.00010388508229542507
leaf_weight=0.0010481200115229775 0.0010088934497049359 0.0015926516730664468 0.0010292378857618472 0.0019260250400763737 0.001120464172502464 0.0010684684375361873 0.0014530769200224681
leaf_count=192 114 152 437 603 1226 165 232
internal_value=0 3.57563e-05 -2.60245e-05 3.76142e-05 -0.00011696 6.52903e-05 0.0002106
internal_weight=0 0.00923804 0.00818992 0.00716069 0.00378158 0.00266112 0.0033791
internal_count=3121 3007 2815 2378 1543 317 835
is_linear=0
shrinkage=0.00196078


Tree=6005
num_leaves=8
num_cat=0
split_feature=50 3 49 15 13 4 15
split_gain=1.51474e-05 3.04146e-05 4.00053e-05 5.67345e-05 6.99099e-05 6.16761e-05 5.22187e-05
threshold=0.088425000000000017 -0.12018999999999998 -0.006494999999999999 -0.016799999999999995 -0.029529999999999997 0.24564500000000003 -0.049819999999999996
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=0.013224094221246822 -0.011238829901599164 0.0033039233998774301 -0.022943341250607444 -0.0033597125205466895 0.032983430382919274 0.010683117714436287 -0.027573844224568541
leaf_weight=0.0017136863776278542 0.0010774240962095607 0.0010538478137848255 0.0011822254963310234 0.0010195669184268484 0.0011006992449088663 0.0010126698858731551 0.0011403163057437475
leaf_count=303 560 226 581 521 454 239 237
internal_value=0 0.0013711 -0.0017494 0.0038408 0.0155072 -0.00742893 -0.0127434
internal_weight=0 0.00822301 0.00650933 0.00431516 0.00212027 0.0021949 0.00219416
internal_count=3121 2561 2258 1795 975 820 463
is_linear=0
shrinkage=0.1


Tree=6006
num_leaves=9
num_cat=0
split_feature=48 16 16 0 13 2 16 13
split_gain=3.31474e-05 7.72733e-05 5.85032e-05 9.26037e-05 5.7435e-05 5.17555e-05 5.24845e-05 5.10125e-05
threshold=0.11951500000000001 -0.5048999999999999 0.013515000000000001 -0.053834999999999994 0.0076650000000000008 0.092875000000000013 -0.088159999999999988 -0.029529999999999997
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=0.00053622677995792431 -0.00034157056534338026 0.00040862387444109212 0.00060499303386086665 -0.00039278646452010267 -0.00058673614298395598 -0.00041835571839060728 -0.00016101252587368911 0.0001916164155934051
leaf_weight=0.0010336174050004391 0.0010189070077595225 0.0011240152779471298 0.0011819672218265436 0.0010368429716004711 0.0010266924826576457 0.0010880555044114103 0.001391977918101722 0.0012871753972280593
leaf_count=192 114 417 403 90 287 430 953 235
internal_value=0 3.12205e-05 -3.2931e-05 0.000158149 -0.0001776 -6.10482e-05 9.34715e-05 -6.91104e-05
internal_weight=0 0.00917034 0.00813673 0.00350599 0.00463074 0.00360405 0.00251599 0.00232402
internal_count=3121 3007 2815 728 2087 1800 1370 325
is_linear=0
shrinkage=0.00196078


Tree=6007
num_leaves=9
num_cat=0
split_feature=15 16 52 4 52 15 1 15
split_gain=3.13307e-05 4.3533e-05 6.10629e-05 6.5228e-05 5.56548e-05 6.02804e-05 7.68002e-05 6.95106e-05
threshold=-0.24436499999999997 -0.36241499999999999 0.10744000000000002 -0.35136499999999998 -0.11592499999999999 -0.0063699999999999989 0.094090000000000021 0.084050000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 -6 -7
right_child=1 2 -4 4 5 7 -8 -9
leaf_value=0.00032383124416411645 -0.00032538306806675031 -0.00047138273677117793 0.00042686622082724622 -0.00035403711684497486 -0.00047985670019515166 0.00071173201044521454 0.00027986333928295285 9.7717390443920159e-06
leaf_weight=0.0010130647501909824 0.0016772758844645647 0.0011703234475730663 0.001213747463342219 0.0010942805843235726 0.0010210965214723644 0.0011135099006010295 0.0010252389572484172 0.0010573718018991513
leaf_count=253 248 198 421 393 491 188 198 731
internal_value=0 -3.91488e-05 2.32369e-05 -5.23443e-05 3.99857e-05 0.000142226 -9.92277e-05 0.000369828
internal_weight=0 0.00937284 0.00769557 0.00648182 0.0053115 0.00421722 0.00204634 0.00217088
internal_count=3121 2868 2620 2199 2001 1608 689 919
is_linear=0
shrinkage=0.00196078


Tree=6008
num_leaves=8
num_cat=0
split_feature=52 52 160 160 12 52 13
split_gain=3.41603e-05 5.46311e-05 8.98892e-05 4.13195e-05 5.72815e-05 9.39586e-05 4.61778e-05
threshold=-0.26636999999999994 -0.081429999999999989 0.050340000000000003 -0.079279999999999975 0.10193000000000001 0.091275000000000009 -0.0034749999999999994
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=-0.00035112270359488596 0.00036715528607987954 -0.00027114252363888674 -0.00058657957835504273 0.00029106243268172413 -0.00028987267165025391 0.000735799428940297 -0.0001668871116209203
leaf_weight=0.0010158072419267404 0.0015233523234756997 0.0013072216927714746 0.0010035710004622049 0.0016646579671820579 0.0010714536988056947 0.0010247060151684995 0.0017225748893147986
leaf_count=354 417 588 216 798 213 243 292
internal_value=0 2.75423e-05 -3.88342e-05 4.2116e-05 0.000116796 0.000215556 5.81725e-05
internal_weight=0 0.00931754 0.00779419 0.00679061 0.00548339 0.00441194 0.00338723
internal_count=3121 2767 2350 2134 1546 1333 1090
is_linear=0
shrinkage=0.00196078


Tree=6009
num_leaves=9
num_cat=0
split_feature=48 4 151 16 16 13 2 16
split_gain=5.68953e-05 0.000101024 6.9758e-05 7.94459e-05 4.82985e-05 8.9364e-05 4.26312e-05 3.75307e-05
threshold=0.11951500000000001 0.40473500000000007 -0.024429999999999997 -0.088394999999999987 0.16703000000000004 -0.0034749999999999994 0.090425000000000019 0.40391000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 6 5 -5 -4 -6
right_child=-2 -3 3 4 7 -7 -8 -9
leaf_value=0.00036198638820887565 -0.00044096931910290224 0.00058538556718725095 -0.00067668631738725549 0.00059257883569913225 -0.0004546444449824757 -0.00016387249812570712 -0.00015549219031535144 7.4703685298972252e-05
leaf_weight=0.0014065095317480174 0.0010534898823197003 0.0011451021147715892 0.0011506548844741615 0.0012411455536610147 0.0010012830849045395 0.0011630968181039556 0.0012686020639840392 0.0010601926301611981
leaf_count=453 114 278 369 931 149 337 235 255
internal_value=0 3.94659e-05 -3.59288e-05 -0.000117218 3.78102e-05 0.000226631 -0.000403384 -0.000182407
internal_weight=0 0.00943659 0.00829148 0.00688498 0.00446572 0.00240424 0.00241926 0.00206148
internal_count=3121 3007 2729 2276 1672 1268 604 404
is_linear=0
shrinkage=0.00196078


Tree=6010
num_leaves=8
num_cat=0
split_feature=48 16 52 0 0 13 2
split_gain=3.23146e-05 7.86943e-05 6.66486e-05 5.35108e-05 6.05214e-05 5.89403e-05 5.89053e-05
threshold=0.11951500000000001 -0.5048999999999999 0.11434500000000002 -0.077999999999999986 -0.10607499999999999 0.0076650000000000008 0.092875000000000013
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -5 -3
right_child=-2 2 -4 5 -6 -7 -8
leaf_value=0.00054424329495541982 -0.00032937620167499358 0.00028306049157693873 -0.00049448636218438755 0.00044516365887915896 -0.00049965378638477942 -7.6218125665878102e-05 -0.00031660245051626592
leaf_weight=0.0010449747939080224 0.0010252788630866838 0.0015694012441529806 0.0010261762601281458 0.0019167526110050765 0.0011346291986157613 0.001475156671424183 0.0010519317214345222
leaf_count=192 114 152 437 603 1226 232 165
internal_value=0 3.75739e-05 -2.7199e-05 3.98866e-05 -0.000121335 0.000218412 4.24179e-05
internal_weight=0 0.00921902 0.00817405 0.00714787 0.00375596 0.00339191 0.00262133
internal_count=3121 3007 2815 2378 1543 835 317
is_linear=0
shrinkage=0.00196078


Tree=6011
num_leaves=7
num_cat=0
split_feature=13 13 3 48 42 2
split_gain=1.73607e-05 3.58131e-05 4.60876e-05 5.65428e-05 6.21386e-05 7.39955e-05
threshold=-0.23438999999999996 -0.095539999999999986 0.10893000000000001 0.089965000000000017 0.086325000000000013 0.084245000000000014
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=0.011530066596006599 -0.019346003947287038 0.021139340796183084 -0.015339736950014502 0.026210978581419821 -0.017628593250832127 -0.0084696261758032566
leaf_weight=0.0011292205670675589 0.0010083579048406474 0.0018294094078235468 0.0014250184857411696 0.0010117962659387412 0.0013888149825123184 0.0015669919130824514
leaf_count=169 202 416 109 294 917 1014
internal_value=0 -0.0016924 0.000772439 0.00473313 0.000191803 0.0074787
internal_weight=0 0.00823039 0.00722203 0.00579701 0.00478522 0.0033964
internal_count=3121 2952 2750 2641 2347 1430
is_linear=0
shrinkage=0.1


Tree=6012
num_leaves=9
num_cat=0
split_feature=48 16 16 0 13 2 2 16
split_gain=3.92148e-05 6.88835e-05 5.86554e-05 9.12753e-05 5.62134e-05 5.4139e-05 4.63927e-05 5.12346e-05
threshold=0.11951500000000001 -0.5048999999999999 0.013515000000000001 -0.053834999999999994 0.0076650000000000008 0.096540000000000015 0.092875000000000013 -0.088159999999999988
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 6 -5 7 -3
right_child=-2 2 3 5 -6 -7 -8 -9
leaf_value=0.00050694176512373532 -0.00037882212201051829 0.00039742333063801089 0.00060182133597122187 -0.00038787877886624415 -0.00058361498568427551 0.00021554441933384057 -0.00040046925339644475 -0.00016808396402837939
leaf_weight=0.0010216013093272544 0.001016625274514721 0.0011142851898703959 0.0011807849845546867 0.0010821847376949684 0.0010243336070517458 0.0012117078217379861 0.0010881089684703321 0.0013772787393272574
leaf_count=192 114 417 403 131 287 194 430 953
internal_value=0 2.72198e-05 -3.34441e-05 0.000158876 -0.000178589 -6.91312e-05 -6.269e-05 8.4824e-05
internal_weight=0 0.00910029 0.00807868 0.00347468 0.00460401 0.00229389 0.00357967 0.00249156
internal_count=3121 3007 2815 728 2087 325 1800 1370
is_linear=0
shrinkage=0.00196078


Tree=6013
num_leaves=8
num_cat=0
split_feature=42 43 0 4 3 3 4
split_gain=2.02189e-05 3.88145e-05 5.85543e-05 4.34044e-05 3.97389e-05 3.75991e-05 7.04975e-05
threshold=-1.0000000180025095e-35 -0.061959999999999994 -0.068189999999999987 -0.27825499999999997 -0.078724999999999976 0.090900000000000009 0.056795000000000005
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=-0.010752701534655029 -0.0021628527271573307 -0.020748106994913376 0.030602904700036234 0.018878722484625472 -0.017939592848984328 0.021621805809765172 -0.012770146784638618
leaf_weight=0.0014958163846982555 0.0011602667699149864 0.0010538750427340144 0.0010291974268784271 0.0010465183693790219 0.0011738968130129202 0.001158012219119417 0.0012281249846085138
leaf_count=862 798 193 225 454 316 119 154
internal_value=0 0.00193298 0.0132393 -0.00244032 0.00174809 -0.00328768 0.00392055
internal_weight=0 0.00784989 0.00218946 0.00566043 0.00460655 0.00356003 0.00238614
internal_count=3121 2259 1023 1236 1043 589 273
is_linear=0
shrinkage=0.1


Tree=6014
num_leaves=7
num_cat=0
split_feature=3 39 15 2 4 16
split_gain=1.92236e-05 3.40329e-05 3.94857e-05 5.20395e-05 5.44552e-05 5.99891e-05
threshold=0.13524500000000003 0.0046100000000000004 -0.11713499999999999 0.093175000000000022 0.053180000000000012 -0.078844999999999985
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=-0.021321272737198204 0.010704818598672047 0.013893108203146601 0.013918757644443034 -0.014708718018614795 0.023394303519848874 -0.017053433241252729
leaf_weight=0.0011804318882990663 0.0014022894970506022 0.0011515110435203219 0.0011709047761345132 0.0018857616562535694 0.0011832686196267339 0.0013422010709612578
leaf_count=261 192 335 638 727 120 848
internal_value=0 -0.00199862 -0.00470462 -0.00119076 0.00570563 -0.00262289
internal_weight=0 0.00791408 0.00676257 0.00558214 0.00369637 0.00251311
internal_count=3121 2929 2594 2333 1606 1486
is_linear=0
shrinkage=0.1


Tree=6015
num_leaves=9
num_cat=0
split_feature=48 16 16 0 13 13 2 16
split_gain=4.26855e-05 8.25029e-05 5.66802e-05 9.75593e-05 6.43523e-05 5.51678e-05 5.24928e-05 5.10033e-05
threshold=0.11951500000000001 -0.5048999999999999 0.013515000000000001 -0.053834999999999994 0.0076650000000000008 -0.029529999999999997 0.092875000000000013 -0.088159999999999988
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 6 -5 7 -3
right_child=-2 2 3 5 -6 -7 -8 -9
leaf_value=0.00055037542691289216 -0.00038636610015745716 0.00041198768857785131 0.00060561729580881237 -0.00041291304088666568 -0.00059907998685593343 0.00019128324847683304 -0.00040821459303938329 -0.00014678506005146223
leaf_weight=0.0010522026556509479 0.0010355802535642776 0.001142796880977185 0.001212525055801945 0.0010519211639933635 0.0010604886723759432 0.0012978965959573865 0.0010983519957050488 0.0013942946168419212
leaf_count=192 114 417 403 90 287 235 430 953
internal_value=0 3.32767e-05 -3.26078e-05 0.000153899 -0.000174092 -7.91917e-05 -5.01195e-05 0.000104906
internal_weight=0 0.00931048 0.00825827 0.00356234 0.00469593 0.00234982 0.00363544 0.00253709
internal_count=3121 3007 2815 728 2087 325 1800 1370
is_linear=0
shrinkage=0.00196078


Tree=6016
num_leaves=9
num_cat=0
split_feature=48 48 51 1 4 13 13 15
split_gain=5.14715e-05 9.73348e-05 9.36305e-05 9.32375e-05 6.86646e-05 6.9922e-05 8.30444e-05 8.55385e-06
threshold=0.11951500000000001 0.093265000000000015 0.086310000000000012 0.111945 -1.0000000180025095e-35 -0.033284999999999988 0.0076650000000000008 -0.036009999999999993
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=-0.00023502419946423161 -0.00041316218321070915 0.00057539682775486936 -0.00059033252808825558 0.0004298509357697615 -0.00049893669784236718 0.00069103138636637351 -8.9024697538723837e-05 -0.00024399453412421942
leaf_weight=0.0015652231486704199 0.001080999239633622 0.0011425622213086196 0.0010236027102385964 0.0018073915974771097 0.0010102736373959855 0.0010811364444298578 0.0010195057004835574 0.0010136739689308009
leaf_count=873 114 239 325 328 379 457 276 130
internal_value=0 3.79939e-05 -3.40669e-05 4.18807e-05 -8.13596e-05 7.86916e-05 0.000312446 -0.000371251
internal_weight=0 0.00966337 0.00852081 0.0074972 0.00568981 0.00366587 0.00210064 0.00202395
internal_count=3121 3007 2768 2443 2115 1606 733 509
is_linear=0
shrinkage=0.00196078


Tree=6017
num_leaves=7
num_cat=0
split_feature=4 4 2 48 3 2
split_gain=1.90932e-05 3.38805e-05 3.69737e-05 3.65432e-05 5.67806e-05 5.32239e-05
threshold=0.26790000000000008 0.098655000000000007 0.11067500000000001 0.083985000000000018 -0.078934999999999991 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.024020595984496951 0.0097021029880763852 -0.016204338209096603 0.014472676264211351 0.01118111854857998 0.017911233401553154 -0.01418874474198685
leaf_weight=0.001425180026927778 0.0016412427678252533 0.0014072390350876787 0.0015317851243757483 0.0012634993023299939 0.0010372436146967739 0.0010289167185053895
leaf_count=1318 377 170 336 382 227 311
internal_value=0 -0.00217854 0.000961083 -0.00339172 -0.00866555 0.00192593
internal_weight=0 0.00769386 0.00628662 0.00475484 0.00349134 0.00206616
internal_count=3121 2744 2574 2238 1856 538
is_linear=0
shrinkage=0.1


Tree=6018
num_leaves=8
num_cat=0
split_feature=48 16 52 0 0 2 13
split_gain=3.18587e-05 8.99834e-05 6.71127e-05 6.31466e-05 9.78396e-05 6.17949e-05 5.37598e-05
threshold=0.11951500000000001 -0.5048999999999999 0.11434500000000002 -0.077999999999999986 -0.10607499999999999 0.092875000000000013 0.0076650000000000008
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -5
right_child=-2 2 -4 6 -6 -7 -8
leaf_value=0.00056324499079087194 -0.00033413678972412958 0.00029895303687948121 -0.00050767376813169989 0.0004353587446885361 -0.00062361531782186073 -0.00030871583990112281 -6.1795392340036599e-05
leaf_weight=0.0010697701641419035 0.0010371859178281593 0.0016258495288315488 0.0010366721252016396 0.0019314762082221371 0.0011558230277500772 0.0010647468632231597 0.0014747570577261929
leaf_count=192 114 152 437 603 1226 165 232
internal_value=0 2.80543e-05 -4.10142e-05 2.56887e-05 -0.000146484 5.84809e-05 0.000220112
internal_weight=0 0.00935909 0.00828932 0.00725265 0.00384642 0.0026906 0.00340623
internal_count=3121 3007 2815 2378 1543 317 835
is_linear=0
shrinkage=0.00196078


Tree=6019
num_leaves=7
num_cat=0
split_feature=484 1 12 2 151 12
split_gain=1.65774e-05 2.96613e-05 3.99229e-05 6.40075e-05 8.70753e-05 5.79604e-05
threshold=0.084040000000000017 0.12500000000000003 0.098810000000000023 0.086590000000000014 -0.0083949999999999979 0.081420000000000006
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=-0.016642939385750868 0.011686708145866849 0.011917939264420705 -0.020503969409140968 -0.018113257038665044 0.0038091310493011989 0.032810758723176514
leaf_weight=0.0017437465616821895 0.0010599600253321318 0.0013575422842135735 0.0012400645042072271 0.0010601801788883407 0.001720746658819839 0.0011494106856250251
leaf_count=978 368 232 388 253 259 643
internal_value=0 -0.00159628 -0.0042497 -0.000697346 0.00637713 0.0154234
internal_weight=0 0.00827169 0.00691415 0.00567408 0.00393034 0.00287016
internal_count=3121 2753 2521 2133 1155 902
is_linear=0
shrinkage=0.1


Tree=6020
num_leaves=9
num_cat=0
split_feature=15 12 16 13 3 16 13 49
split_gain=3.89161e-05 3.72511e-05 3.96596e-05 8.46293e-05 0.000117886 8.22903e-05 5.84254e-05 1.1595e-05
threshold=0.091650000000000023 0.10097500000000002 -0.074319999999999983 -0.036034999999999991 -0.016324999999999996 0.023255000000000001 -0.084034999999999985 -0.004729999999999999
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=1.4335265302037137e-05 -0.00047947639884825369 0.00021483330063729701 -0.0004170513933057012 0.00072630759988036688 0.00028344542310464432 -0.00048969502762766909 -0.00033258087910854715 -0.00062201200261608977
leaf_weight=0.0015449584461723464 0.001004688968545637 0.001457264508845234 0.0013219213313915338 0.0010090751393160417 0.0011020364516310137 0.0010184110126728388 0.0010027174263300053 0.0011339738481631351
leaf_count=437 497 296 685 274 123 102 110 597
internal_value=0 -7.38625e-05 -0.00012559 -1.06793e-06 0.000174645 -8.78794e-05 -0.000276149 -0.000486186
internal_weight=0 0.00959036 0.00813309 0.00445144 0.00312952 0.00212045 0.00368165 0.00213669
internal_count=3121 2624 2328 1184 499 225 1144 707
is_linear=0
shrinkage=0.00196078


Tree=6021
num_leaves=8
num_cat=0
split_feature=52 52 160 42 4 16 1
split_gain=3.38775e-05 6.1753e-05 6.09981e-05 4.0551e-05 5.44298e-05 5.92148e-05 6.89294e-05
threshold=-0.26636999999999994 -0.081429999999999989 1.0000000180025095e-35 0.091545000000000015 -0.083854999999999985 -0.49446999999999991 0.11249000000000002
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=-0.00034244317127154643 0.0003923627558773626 0.00037261918012209625 -0.00047436396585266748 -0.00032625146128095978 0.00036513258751679634 -0.0004166152764678438 0.00022033042015641682
leaf_weight=0.0010355339052450984 0.0015241174986085375 0.0018379985496401819 0.0010685823380492086 0.0010389375034774891 0.0010287687340116767 0.0017920206728036566 0.0010279088106004389
leaf_count=354 417 380 243 512 154 924 137
internal_value=0 3.13964e-05 -3.91887e-05 2.99529e-05 9.503e-05 -3.75365e-05 -0.000184439
internal_weight=0 0.00931833 0.00779422 0.00672563 0.0056867 0.0038487 0.00281993
internal_count=3121 2767 2350 2107 1595 1215 1061
is_linear=0
shrinkage=0.00196078


Tree=6022
num_leaves=8
num_cat=0
split_feature=48 16 52 0 13 0 2
split_gain=4.15569e-05 7.36502e-05 8.2244e-05 6.75799e-05 7.32776e-05 7.01821e-05 6.31776e-05
threshold=0.11951500000000001 -0.5048999999999999 0.11434500000000002 -0.077999999999999986 0.0076650000000000008 -0.10607499999999999 0.092875000000000013
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 -3
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=0.0005188443217797055 -0.00037886411445472648 0.00028094351116238252 -0.00054964231549322359 0.00048889954969382995 -8.8987740025003265e-05 -0.00054029986884239695 -0.00032955746594327389
leaf_weight=0.0010538488374465501 0.0010615755238719245 0.0016270333087205126 0.0010313160155349258 0.0019708849988270753 0.0014749527232764924 0.0011571644405592748 0.0010871648782963209
leaf_count=192 114 152 437 603 232 1226 165
internal_value=0 3.04015e-05 -3.12556e-05 4.1808e-05 0.000241541 -0.000135971 3.6409e-05
internal_weight=0 0.00940237 0.00834852 0.0073172 0.00344584 0.00387136 0.0027142
internal_count=3121 3007 2815 2378 835 1543 317
is_linear=0
shrinkage=0.00196078


Tree=6023
num_leaves=7
num_cat=0
split_feature=4 15 4 3 13 0
split_gain=1.65614e-05 5.44773e-05 3.75192e-05 4.21119e-05 5.73602e-05 4.96127e-05
threshold=0.24564500000000003 -0.15026499999999995 0.055260000000000011 0.10299500000000002 -0.033284999999999988 -0.060129999999999996
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=-0.020218748313415504 0.02227206288295341 -0.0095228369524268906 -0.016724024192807035 0.016267167169699975 -0.0072289826865310994 0.019070377435137752
leaf_weight=0.0014152622565665003 0.0011582750913730305 0.0010077488311898814 0.001473543387243554 0.0013966539278070095 0.00163312626936017 0.0012791175204503267
leaf_count=1222 266 160 279 139 814 241
internal_value=0 0.00747939 -0.00249404 0.00116911 -0.00370362 0.00432224
internal_weight=0 0.00216602 0.0071977 0.00572416 0.00432751 0.00291224
internal_count=3121 426 2695 2416 2277 1055
is_linear=0
shrinkage=0.1


Tree=6024
num_leaves=7
num_cat=0
split_feature=11 13 1 13 48 0
split_gain=1.78077e-05 3.22907e-05 7.54581e-05 3.39162e-05 3.79075e-05 4.9406e-05
threshold=0.078065000000000009 -0.0030199999999999997 0.08844500000000001 0.11217000000000001 0.086260000000000017 -0.15202999999999997
decision_type=2 2 2 2 2 2
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right_child=-2 3 -4 -5 -6 -7
leaf_value=-0.0050871470323535775 -0.012739595421873889 0.013846070433237864 0.024129083916244392 0.0087146092163626499 -0.023322276695004501 -0.017026185831879242
leaf_weight=0.0018907886298643694 0.0010054909479244893 0.0010572397519033878 0.001660224430312079 0.0014558752141689796 0.0012525908023053251 0.0010170360929631838
leaf_count=1363 211 98 699 195 143 412
internal_value=0 0.00134843 0.00857248 -0.00401517 -0.00958587 -0.00129087
internal_weight=0 0.00833375 0.00355101 0.00478274 0.00332687 0.00207428
internal_count=3121 2910 2062 848 653 510
is_linear=0
shrinkage=0.1


Tree=6025
num_leaves=8
num_cat=0
split_feature=52 52 160 160 4 0 48
split_gain=3.57015e-05 6.96587e-05 6.1522e-05 4.49239e-05 5.05027e-05 7.96863e-05 4.06972e-05
threshold=-0.24456499999999998 -0.081429999999999989 1.0000000180025095e-35 -0.079279999999999975 -0.083854999999999985 -0.10011499999999998 0.085130000000000025
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=-0.00034857154493684792 0.00043153266646697041 -0.00029980155776007775 -0.00048152384510344082 0.0003767174105130007 0.00036877493339471643 -0.00048509273382289081 -0.00013965163204229502
leaf_weight=0.0010509022148139291 0.0014233059115231674 0.0012858425864779605 0.0010508245485346445 0.0017920825650758311 0.0014861169905027987 0.0010345218147143845 0.0010212526116324255
leaf_count=364 407 588 243 357 185 886 91
internal_value=0 3.3143e-05 -4.07791e-05 2.91844e-05 0.000108492 -2.72216e-05 0.000161693
internal_weight=0 0.00909395 0.00767064 0.00661982 0.00533397 0.00354189 0.00250737
internal_count=3121 2757 2350 2107 1519 1162 276
is_linear=0
shrinkage=0.00196078


Tree=6026
num_leaves=7
num_cat=0
split_feature=52 52 52 15 2 3
split_gain=1.6365e-05 4.42464e-05 3.4029e-05 3.54368e-05 5.13731e-05 3.64665e-05
threshold=-0.23798499999999997 -0.081429999999999989 -0.0064899999999999992 -0.11713499999999999 0.10097500000000002 -0.083924999999999986
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=-0.012165602075755046 0.018492442595616308 -0.016536010703736462 -0.013735679691873517 0.028256584124655329 -0.0089257928589024389 0.0050750790560793778
leaf_weight=0.0010114516724440371 0.0012693329522551798 0.0012805399408478985 0.0012091825640182536 0.0010530779201985822 0.0015987433298070472 0.0019082625563574549
leaf_count=385 386 438 330 521 297 764
internal_value=0 0.00130543 -0.00178913 0.00148407 0.00551984 0.0133186
internal_weight=0 0.00831914 0.00704981 0.00576927 0.00456008 0.00296134
internal_count=3121 2736 2350 1912 1582 1285
is_linear=0
shrinkage=0.1


Tree=6027
num_leaves=9
num_cat=0
split_feature=43 48 1 52 42 2 2 12
split_gain=5.70533e-05 4.7036e-05 9.87601e-05 0.000118282 9.97364e-05 0.00011012 5.83349e-05 3.99219e-05
threshold=-0.34140499999999996 0.11951500000000001 0.111945 0.10160000000000001 0.084050000000000014 0.099185000000000009 0.084055000000000005 0.090545000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -4
right_child=1 -3 7 -5 -6 -7 -8 -9
leaf_value=-0.00043308821383167999 0.00033983141569464507 -0.00034506872552227135 0.00072137573161383365 -0.000624288752468559 -0.00034869904502884996 0.00071068868708382084 -0.00022112400569613958 0.00018056174737902079
leaf_weight=0.0010585159372543109 0.0012821484359683746 0.0010573608686611008 0.0011004072968984885 0.0010605500458796746 0.0014813676499330327 0.0013254622738407568 0.0016048962129139466 0.0010031920162007328
leaf_count=133 300 113 277 475 832 290 569 132
internal_value=0 4.58143e-05 9.24731e-05 -2.30688e-05 8.89153e-05 0.000242807 2.79986e-05 0.000463465
internal_weight=0 0.00991538 0.00885802 0.00675442 0.00569387 0.00421251 0.00288704 0.0021036
internal_count=3121 2988 2875 2466 1991 1159 869 409
is_linear=0
shrinkage=0.00196078


Tree=6028
num_leaves=8
num_cat=0
split_feature=15 484 43 12 1 0 2
split_gain=4.76866e-05 4.76847e-05 4.00503e-05 7.99651e-05 7.42307e-05 0.000117256 8.22905e-05
threshold=0.091650000000000023 0.084040000000000017 -0.14968999999999996 0.092355000000000007 0.094385000000000011 -0.20211999999999997 0.089885000000000007
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 3 -5 5 -7 -8
leaf_value=0.00025715600264507066 -0.00041059983151938085 0.00039812877448244674 -0.00060029093659752595 -0.00049253362746894233 -0.00025542025809672272 0.00056944185160433865 0.00010574617165829932
leaf_weight=0.0016436451334293266 0.0010222478964132522 0.0012138701999965173 0.0011605873092080353 0.0014488680216462185 0.0010850998726837369 0.0017015347054952627 0.0014006278165982337
leaf_count=216 497 336 857 481 74 412 248
internal_value=0 3.4754e-05 -1.75056e-05 -8.39268e-05 2.67752e-05 0.000248245 -0.000214187
internal_weight=0 0.00965423 0.00844036 0.00679672 0.00534785 0.00278663 0.00256122
internal_count=3121 2624 2288 2072 1591 486 1105
is_linear=0
shrinkage=0.00196078


Tree=6029
num_leaves=9
num_cat=0
split_feature=15 151 12 160 13 4 12 0
split_gain=4.23292e-05 4.4009e-05 5.30707e-05 5.03497e-05 6.43683e-05 6.96989e-05 6.16583e-05 4.64007e-05
threshold=-0.24436499999999997 -0.085764999999999994 -0.040564999999999997 -1.0000000180025095e-35 -0.084034999999999985 0.0061450000000000003 0.091545000000000015 -0.11437499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 6 -6 -5 -7
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leaf_weight=0.0010028396749268255 0.0010186727600790891 0.0010070643199714671 0.0013395297907120773 0.0010003069934808706 0.0019381311608076398 0.0010536751665181083 0.0010495978340712066 0.0010162754553676569
leaf_count=253 275 192 711 314 1029 70 101 176
internal_value=0 -5.10375e-05 -9.76883e-05 -4.01993e-05 3.58679e-05 -0.000108676 0.000318488 0.000141523
internal_weight=0 0.00942325 0.00840458 0.00739752 0.00605799 0.00400808 0.0020499 0.00206995
internal_count=3121 2868 2593 2401 1690 1275 415 246
is_linear=0
shrinkage=0.00196078


Tree=6030
num_leaves=8
num_cat=0
split_feature=48 16 52 0 0 13 2
split_gain=3.74346e-05 8.787e-05 5.51522e-05 5.45889e-05 8.1278e-05 6.84817e-05 6.05851e-05
threshold=0.11951500000000001 -0.5048999999999999 0.11434500000000002 -0.077999999999999986 -0.10607499999999999 0.0076650000000000008 0.092875000000000013
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -5 -3
right_child=-2 2 -4 5 -6 -7 -8
leaf_value=0.00055983257694894534 -0.00036544120220872013 0.00028600373420474399 -0.00046014767928196195 0.00044354123920996199 -0.00057200889303536467 -0.0001162635991833573 -0.00031224531309494662
leaf_weight=0.0010613084641975775 0.0010293405360554822 0.0016332323026736371 0.0010464188750317687 0.0019440890794027448 0.0011623603826466321 0.0014795679283095726 0.0010819733511558526
leaf_count=192 114 152 437 603 1226 232 165
internal_value=0 2.84092e-05 -3.91553e-05 2.11818e-05 -0.000138131 0.000201616 4.76094e-05
internal_weight=0 0.00940895 0.00834764 0.00730122 0.00387757 0.00342366 0.00271521
internal_count=3121 3007 2815 2378 1543 835 317
is_linear=0
shrinkage=0.00196078


Tree=6031
num_leaves=7
num_cat=0
split_feature=42 157 42 43 2 3
split_gain=1.7832e-05 3.1938e-05 5.16185e-05 5.85817e-05 4.4982e-05 6.1212e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.091735000000000025 -0.043144999999999996 0.089885000000000007 0.10893000000000001
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=-0.010096802413548713 -0.013490649245753029 0.03048795045185302 -0.013819662781190274 -0.013223701853801367 0.025542356833415426 -0.0020412141494674531
leaf_weight=0.0015139434500626792 0.001170526802697856 0.0010008116469780656 0.0012615058034283764 0.0011597170764487295 0.0013988371361205836 0.0018935743843227076
leaf_count=862 504 448 603 355 162 187
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internal_weight=0 0.00788497 0.00671445 0.00545294 0.00445213 0.00329241
internal_count=3121 2259 1755 1152 704 349
is_linear=0
shrinkage=0.1


Tree=6032
num_leaves=9
num_cat=0
split_feature=48 16 484 15 13 0 0 42
split_gain=4.1936e-05 8.86625e-05 5.42973e-05 4.75118e-05 6.1805e-05 6.76688e-05 0.000107352 9.15122e-05
threshold=0.11951500000000001 -0.50992999999999988 0.084040000000000017 -0.11713499999999999 -0.13710499999999998 -0.10607499999999999 -0.019414999999999998 0.083995000000000014
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=0.00058471393602777574 -0.00037574459479474651 -0.00047319580183080822 0.00036607619770535026 -0.00046196153642980611 0.00039070261557362906 -0.00072180935328426438 0.00035743575509185723 5.7725127466316108e-05
leaf_weight=0.001006018731460904 0.001066926372098838 0.0010759365452950014 0.0011477057029869826 0.001049435419761705 0.0016328342904081638 0.0011938881522105611 0.0013159725010117745 0.0011241533867854844
leaf_count=156 114 309 356 111 188 781 198 908
internal_value=0 3.41416e-05 -3.07168e-05 -9.23223e-05 -2.74431e-05 5.9136e-05 -8.98434e-05 -0.000343768
internal_weight=0 0.00954594 0.00853993 0.00739222 0.00631628 0.00526685 0.00363401 0.00231804
internal_count=3121 3007 2851 2495 2186 2075 1887 1689
is_linear=0
shrinkage=0.00196078


Tree=6033
num_leaves=7
num_cat=0
split_feature=1 4 15 3 2 3
split_gain=1.89511e-05 5.14541e-05 3.89733e-05 5.18747e-05 4.86105e-05 6.43634e-05
threshold=0.077565000000000009 -0.083854999999999985 1.0000000180025095e-35 -0.10519499999999998 0.089775000000000008 0.11296500000000002
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=0.0036793565553336956 0.026117245291857872 -0.02471068445706057 -0.012571931925314743 -0.010307856320082498 0.030398645731298864 -0.0029416859447748693
leaf_weight=0.001663393132757285 0.0010786474239530804 0.0010359978221105711 0.0013360574090826765 0.001907347755989689 0.0010019618460788489 0.0013717560810767929
leaf_count=353 214 1283 433 446 222 170
internal_value=0 -0.00721644 0.0027087 0.00651782 0.00157959 0.0111315
internal_weight=0 0.00269939 0.00669577 0.00535971 0.00428107 0.00237372
internal_count=3121 1636 1485 1052 838 392
is_linear=0
shrinkage=0.1


Tree=6034
num_leaves=8
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split_feature=11 3 1 15 4 3 0
split_gain=4.53512e-05 4.06886e-05 4.90781e-05 9.14677e-05 9.11857e-05 8.71836e-05 6.30471e-05
threshold=0.079915000000000014 -0.12018999999999998 0.094385000000000011 -0.0058549999999999991 0.053925000000000008 0.11296500000000002 -0.038659999999999993
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=0.00036510145744440804 -0.00039782229205930072 -0.00060665474864412031 0.00047726825180958407 0.00027679596403754221 0.00020085897611689499 -0.00049617250233911878 -0.00034403161461039064
leaf_weight=0.0012570235362216039 0.0010244803815517957 0.0012698172840361096 0.0017463797854172869 0.0016065795022888276 0.0016394179708577993 0.0011911833122860592 0.0010334487701553468
leaf_count=158 199 919 394 991 239 136 85
internal_value=0 3.58695e-05 -1.28946e-05 -0.000174223 0.000124919 -9.24682e-05 3.37707e-05
internal_weight=0 0.00974385 0.00848683 0.00390985 0.00457698 0.0028306 0.00264003
internal_count=3121 2922 2764 1995 769 375 1076
is_linear=0
shrinkage=0.00196078


Tree=6035
num_leaves=9
num_cat=0
split_feature=48 50 48 47 4 1 133 16
split_gain=6.10405e-05 8.77671e-05 8.20475e-05 5.88623e-05 8.00551e-05 0.00011404 5.70145e-05 4.82206e-05
threshold=0.11951500000000001 0.079410000000000008 0.093265000000000015 0.092530000000000015 0.0052350000000000009 0.086560000000000012 1.0000000180025095e-35 -0.094359999999999986
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=0.00038166718417906829 -0.00045159359743507778 -0.00046590499950246864 0.0006189417184453333 -0.00036267217497073508 9.5089447353330754e-05 -0.00060882709824099589 -0.00020013039662007223 0.0006357895964667344
leaf_weight=0.0015859977757160634 0.001106458974385484 0.0011845146908230865 0.0010429138754625708 0.0012172431252674924 0.0012153672947851648 0.0010870368006522927 0.0010944911261527687 0.0013259713240136774
leaf_count=619 114 570 196 138 391 380 496 217
internal_value=0 3.43715e-05 0.000103526 3.21032e-05 0.000108272 -7.31342e-05 0.000144109 0.000377206
internal_weight=0 0.00975354 0.00856902 0.00752611 0.00630886 0.00376753 0.00268049 0.00254134
internal_count=3121 3007 2437 2241 2103 1495 1115 608
is_linear=0
shrinkage=0.00196078


Tree=6036
num_leaves=7
num_cat=0
split_feature=11 1 4 3 2 16
split_gain=1.92644e-05 2.69601e-05 5.81898e-05 5.71299e-05 4.20944e-05 2.40654e-05
threshold=0.078065000000000009 0.094825000000000007 -0.0016099999999999997 0.083060000000000009 0.097220000000000015 -0.061854999999999993
decision_type=2 2 2 2 2 2
left_child=1 2 4 -3 -1 -5
right_child=-2 3 -4 5 -6 -7
leaf_value=-0.0054772669665015383 -0.013168742218817387 0.021431507488590296 -0.0220520130669732 0.0063755116210971394 0.018635779323649966 -0.014018462099860147
leaf_weight=0.0019772756074996163 0.0010131397417232632 0.0016774129992439425 0.0012682945738962861 0.0012932637568383977 0.0011421665623460552 0.0010470880540780214
leaf_count=1371 211 506 520 186 225 102
internal_value=0 0.00142797 -0.00399143 0.00734641 0.00335159 -0.00274888
internal_weight=0 0.0084055 0.00438774 0.00401776 0.00311944 0.00234035
internal_count=3121 2910 2116 794 1596 288
is_linear=0
shrinkage=0.1


Tree=6037
num_leaves=8
num_cat=0
split_feature=14 15 131 13 16 160 0
split_gain=3.49081e-05 6.04847e-05 3.5776e-05 5.94994e-05 7.70453e-05 5.47326e-05 5.91943e-05
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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=-0.0003439047902081491 0.00040041380242466303 0.00033548410770739513 -0.00038297601001386418 -0.00042325935590315563 0.00046403359567480953 0.00028176497551519943 -0.00034499055820100141
leaf_weight=0.0010745909198585932 0.0014289036844318042 0.0016606212975753959 0.0010085260292116366 0.0017665480378083707 0.00101074624517772 0.0010017096363194227 0.0013740592803243949
leaf_count=161 388 196 431 542 445 253 705
internal_value=0 2.94608e-05 -3.83022e-05 1.27146e-05 -9.13008e-05 8.18627e-05 -8.07279e-05
internal_weight=0 0.00925111 0.00782221 0.00681368 0.00515306 0.00338652 0.00237577
internal_count=3121 2960 2572 2141 1945 1403 958
is_linear=0
shrinkage=0.00196078


Tree=6038
num_leaves=7
num_cat=0
split_feature=3 51 0 0 42 13
split_gain=1.70414e-05 3.77695e-05 3.96045e-05 4.32675e-05 4.00698e-05 6.48034e-05
threshold=0.13524500000000003 0.08955500000000001 -0.17169499999999996 -0.084269999999999984 0.086325000000000013 0.0076650000000000008
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=0.01464034457640094 0.0099438273129964522 -0.019871096366958062 -0.015162108977885941 0.026483493405218796 -0.013363178551835745 -0.0063032091094460847
leaf_weight=0.0015775591291307609 0.0014241435893750281 0.001023139009365538 0.0019735752127325395 0.001230502305908276 0.0010028087157172346 0.0011818424850127418
leaf_count=140 192 348 1033 487 622 299
internal_value=0 -0.00193012 0.000704871 -0.00337476 0.003437 0.0104208
internal_weight=0 0.00798943 0.00696629 0.00538873 0.00341515 0.00241234
internal_count=3121 2929 2581 2441 1408 786
is_linear=0
shrinkage=0.1


Tree=6039
num_leaves=9
num_cat=0
split_feature=48 16 52 0 0 2 12 4
split_gain=3.19774e-05 8.62525e-05 7.54211e-05 3.99242e-05 7.24488e-05 5.81715e-05 5.58355e-05 1.18682e-05
threshold=0.11951500000000001 -0.5048999999999999 0.11434500000000002 -0.077999999999999986 -0.10607499999999999 0.092875000000000013 0.095175000000000023 -0.16363499999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 -5
right_child=-2 2 -4 6 -6 -7 -8 -9
leaf_value=0.00055631073458251761 -0.00033848666189582351 0.00030831864239979696 -0.00053462686665938918 -0.00013898827352734999 -0.00052303763245413666 -0.00028612741445022941 0.00052514944282362058 0.00015286575866067288
leaf_weight=0.0010514097066595353 0.0010179831086843819 0.001583784449340527 0.0010362784778495436 0.0011427304045195669 0.0011276429119821503 0.0010541918278700966 0.0012041418487406174 0.00100841106239127
leaf_count=192 114 152 437 156 1226 165 342 337
internal_value=0 2.77399e-05 -4.03896e-05 3.15349e-05 -0.000107053 7.07653e-05 0.000187072 -2.17308e-06
internal_weight=0 0.00920859 0.00815718 0.0071209 0.00376562 0.00263798 0.00335528 0.00215114
internal_count=3121 3007 2815 2378 1543 317 835 493
is_linear=0
shrinkage=0.00196078


Tree=6040
num_leaves=8
num_cat=0
split_feature=1 42 42 15 0 2 15
split_gain=1.69323e-05 4.93784e-05 3.24227e-05 6.78287e-05 3.89447e-05 5.93393e-05 5.89135e-05
threshold=0.12500000000000003 0.091545000000000015 0.08623500000000002 0.024640000000000006 -0.10151999999999999 0.097605000000000011 -0.092489999999999989
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=-0.00036792128447860739 0.0097830138429502462 -0.022515563671472616 0.01761708859491019 -0.024735454525456148 -0.024128153626336669 0.010024833824544624 0.029435487748161474
leaf_weight=0.0017657861836358995 0.0014574008353138912 0.0010173091530891196 0.0010121266703615999 0.0010550633097132691 0.0010332629974708989 0.0010021231110080167 0.0010622614142915326
leaf_count=191 279 601 486 652 520 259 133
internal_value=0 -0.00194241 0.00107741 -0.00175105 0.00323514 -0.00731292 0.0108267
internal_weight=0 0.00794793 0.00693062 0.0059185 0.00486343 0.00203539 0.00282805
internal_count=3121 2842 2241 1755 1103 779 324
is_linear=0
shrinkage=0.1


Tree=6041
num_leaves=7
num_cat=0
split_feature=50 4 151 16 16 52
split_gain=1.56679e-05 3.23346e-05 3.77153e-05 5.58916e-05 6.64721e-05 6.01464e-05
threshold=0.088425000000000017 0.27834500000000006 -0.024429999999999997 -0.08595499999999999 0.064860000000000015 0.091275000000000009
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=0.014884747561119797 -0.011436564092995405 0.016084555133972011 -0.018505839172106676 0.020047619254728557 -0.020919195080573043 0.010153689406832511
leaf_weight=0.001196756983362109 0.0010811359928354714 0.0012643995107670157 0.0019333507783619716 0.0013681834210206704 0.001422429246971027 0.0011083191380693691
leaf_count=364 560 315 543 860 418 61
internal_value=0 0.00136237 -0.00128589 -0.00460403 0.00228942 -0.0073111
internal_weight=0 0.00829344 0.00702904 0.00583228 0.00389893 0.00253075
internal_count=3121 2561 2246 1882 1339 479
is_linear=0
shrinkage=0.1


Tree=6042
num_leaves=7
num_cat=0
split_feature=1 16 457 1 0 16
split_gain=1.79948e-05 3.932e-05 3.57681e-05 4.05614e-05 3.79747e-05 4.26574e-05
threshold=0.11588000000000001 -0.059624999999999991 0.045365000000000009 0.096125000000000016 -0.10224499999999999 -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=-0.01690180591191057 0.022415265843159907 -0.0044348025068867425 0.012762515487289334 -0.017986134380781057 0.01983966515996214 -0.0043855329293081167
leaf_weight=0.0010129475674826873 0.0010025985290057688 0.0011960652001411346 0.0012591893289463293 0.001867305744532699 0.0012263909296326651 0.0017845940293038857
leaf_count=241 250 165 256 390 1314 505
internal_value=0 0.00780892 -0.00253566 -0.00580548 -0.000153048 0.00548153
internal_weight=0 0.00219866 0.00715043 0.00589124 0.00402393 0.00301098
internal_count=3121 415 2706 2450 2060 1819
is_linear=0
shrinkage=0.1


Tree=6043
num_leaves=8
num_cat=0
split_feature=157 160 42 151 1 4 1
split_gain=1.54479e-05 5.77952e-05 4.77208e-05 4.31206e-05 6.42621e-05 7.21061e-05 2.81501e-05
threshold=-0.06266999999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 0.094825000000000007 -0.077679999999999985 0.11392000000000001
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=0.011165607030119014 -0.021570543522463084 -0.016065703848386306 -0.011337953014149025 0.013638649453773187 0.03469077457235898 -0.020653375000342682 0.011550930525020571
leaf_weight=0.0010779956213383722 0.001228802460355981 0.0012170958132182294 0.0011813665803559843 0.0014663857161570349 0.0010383308572186876 0.001053849108144812 0.0010649106285524836
leaf_count=460 654 714 262 298 191 348 194
internal_value=0 -0.00156332 0.00193784 0.00571263 0.0100693 -0.000700736 0.0229746
internal_weight=0 0.00825074 0.00702194 0.00580484 0.00462348 0.00252023 0.00210324
internal_count=3121 2661 2007 1293 1031 646 385
is_linear=0
shrinkage=0.1


Tree=6044
num_leaves=9
num_cat=0
split_feature=48 16 52 0 4 0 2 52
split_gain=3.5467e-05 9.58179e-05 6.0755e-05 6.43336e-05 7.41204e-05 6.43928e-05 8.05804e-05 5.5646e-05
threshold=0.11951500000000001 -0.5048999999999999 0.11434500000000002 -0.077999999999999986 -0.35136499999999998 -0.10607499999999999 0.092875000000000013 -0.087769999999999987
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 -3 -6
right_child=-2 2 -4 4 7 -7 -8 -9
leaf_value=0.00058527100945771342 -0.00035046846111622744 0.00029219477293385989 -0.00047990613767452737 -0.00013939447453547213 0.00012185658089136473 -0.00053771154361034463 -0.00039358208238961858 0.0007630393974603323
leaf_weight=0.0010625433591791604 0.001042786187895584 0.0016285358746798116 0.0010540853392362213 0.0013449714368807151 0.0010134452463569717 0.0011529073454020827 0.001106233238774592 0.0010696351476205111
leaf_count=192 114 152 437 195 220 1226 165 420
internal_value=0 3.06101e-05 -3.98038e-05 2.36083e-05 0.000219421 -0.000149054 1.47932e-05 0.000451096
internal_weight=0 0.00943236 0.00836981 0.00731573 0.00342805 0.00388768 0.00273477 0.00208308
internal_count=3121 3007 2815 2378 835 1543 317 640
is_linear=0
shrinkage=0.00196078


Tree=6045
num_leaves=8
num_cat=0
split_feature=48 16 15 47 0 1 2
split_gain=4.39691e-05 9.43506e-05 5.88659e-05 6.19971e-05 8.97251e-05 6.04044e-05 4.5989e-05
threshold=0.11951500000000001 -0.5048999999999999 -0.14147499999999996 0.085270000000000026 -0.10607499999999999 0.081670000000000006 0.097220000000000015
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=0.00059333246174533144 -0.00038738806889532696 -0.00046506456017135679 0.00027049705520119097 0.00038989553796296407 -0.0003732730182298074 -0.0005999014240687285 0.0001794140355742403
leaf_weight=0.0010432455704388289 0.0010387510082117595 0.0010551977750818935 0.0019938589714238852 0.0014689934587097326 0.0010343166491828086 0.001233038524226402 0.0013144331842519052
leaf_count=192 114 334 276 205 1063 586 351
internal_value=0 3.83226e-05 -3.31617e-05 3.15319e-05 -6.28848e-05 -0.000248467 -6.39722e-05
internal_weight=0 0.00914308 0.00809984 0.00704464 0.00557565 0.00358179 0.00234875
internal_count=3121 3007 2815 2481 2276 2000 1414
is_linear=0
shrinkage=0.00196078


Tree=6046
num_leaves=7
num_cat=0
split_feature=1 42 49 457 1 2
split_gain=1.61168e-05 4.01541e-05 3.52818e-05 4.56265e-05 2.5166e-05 2.86262e-05
threshold=0.12500000000000003 0.091545000000000015 -0.00064499999999999985 0.069910000000000014 0.10538500000000002 0.086950000000000013
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=-0.024880620481854104 0.0095910035767087006 -0.020496417338415278 0.011463642065717438 0.0042819682018306812 0.018355542866939471 -0.0066083118371155205
leaf_weight=0.001034765483451907 0.0014520400226416654 0.0010095392630234045 0.001587625557197526 0.0011141423044073702 0.0011783695663093773 0.0019568414779975135
leaf_count=317 279 601 745 206 172 801
internal_value=0 -0.00187389 0.000861976 -0.00976072 0.00569534 0.00148642
internal_weight=0 0.00788128 0.00687174 0.00214891 0.00472284 0.00354447
internal_count=3121 2842 2241 523 1718 1546
is_linear=0
shrinkage=0.1


Tree=6047
num_leaves=8
num_cat=0
split_feature=49 42 43 2 1 0 4
split_gain=1.68974e-05 3.59587e-05 4.09603e-05 5.20263e-05 5.45064e-05 3.06824e-05 1.60614e-05
threshold=-0.047584999999999995 0.091545000000000015 0.070450000000000013 0.086950000000000013 0.10508500000000001 -0.083914999999999976 0.0045450000000000013
decision_type=2 2 2 2 2 2 2
left_child=6 2 3 5 -5 -2 -1
right_child=1 -3 -4 4 -6 -7 -8
leaf_value=-0.00079592913401467047 0.018750746459803 -0.019950165714313992 0.018428239301465591 -0.027738928026490153 5.6871211023431888e-05 -0.0041856552995625579 0.016868873212764649
leaf_weight=0.0010440641792591626 0.0012306440028122644 0.0010008350731824864 0.0010552267703237165 0.0012640746174842569 0.001596506999809484 0.0011086333761821038 0.0010151974246770759
leaf_count=246 514 620 233 758 217 376 157
internal_value=0 -0.00235105 0.000464874 -0.0031805 -0.0122259 0.0078807 0.00791266
internal_weight=0 0.00725592 0.00625509 0.00519986 0.00286058 0.00233928 0.00205926
internal_count=3121 2718 2098 1865 975 890 403
is_linear=0
shrinkage=0.1


Tree=6048
num_leaves=9
num_cat=0
split_feature=15 151 160 0 48 16 43 16
split_gain=5.37999e-05 4.85171e-05 5.16845e-05 6.29572e-05 5.86489e-05 6.92644e-05 3.20548e-05 5.87207e-05
threshold=-0.24436499999999997 -0.086224999999999982 -0.082299999999999984 -0.20211999999999997 0.088965000000000002 -0.15241499999999997 -0.17390999999999998 0.15891500000000003
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=0.00042333977376593106 0.00035223549370706807 -0.00051711297651498022 -0.00043671286353204092 0.00030382241511549117 0.0004568117649552774 9.2950173832619587e-05 -6.4902433359746616e-05 -0.00066426020224280059
leaf_weight=0.0010161316238585386 0.0010233568806813269 0.0010055089814356346 0.0012978641766567033 0.0015167390720366449 0.0010656400395081828 0.0010580822881101279 0.0015243442278924553 0.0010693270091787963
leaf_count=253 269 481 82 186 256 119 1159 316
internal_value=0 -5.12059e-05 -9.95649e-05 -4.38229e-05 3.79716e-05 -4.83849e-05 -0.000194673 -0.000312008
internal_weight=0 0.00956086 0.00853751 0.007532 0.00623413 0.00516849 0.00365175 0.00259367
internal_count=3121 2868 2599 2118 2036 1780 1594 1475
is_linear=0
shrinkage=0.00196078


Tree=6049
num_leaves=8
num_cat=0
split_feature=48 16 52 15 133 16 2
split_gain=4.50067e-05 0.000103559 6.32565e-05 7.12803e-05 8.02304e-05 0.00014788 6.70363e-05
threshold=0.11951500000000001 -0.5048999999999999 -0.049749999999999996 -0.11033999999999998 0.084415000000000018 -0.008904999999999998 0.089885000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 -1 6 -4 5 -5 -3
right_child=-2 2 3 4 -6 -7 -8
leaf_value=0.00060052349152301559 -0.000390132252231783 -0.00013040992126592905 -0.00064022313371351702 -0.00026335767560069012 -0.00054075111219941362 0.00059626636966928458 0.00042848104218641065
leaf_weight=0.0010879403288879897 0.0010870020077060364 0.0015356995870538905 0.0010237466144223566 0.001868569305795316 0.0010230880871013892 0.0013079663852771878 0.0017832303401286009
leaf_count=192 114 395 274 861 575 205 505
internal_value=0 3.07651e-05 -4.17988e-05 -0.000176298 -6.32061e-05 9.06001e-05 0.000169877
internal_weight=0 0.00963024 0.0085423 0.00522337 0.00419962 0.00317654 0.00331893
internal_count=3121 3007 2815 1915 1641 1066 900
is_linear=0
shrinkage=0.00196078


Tree=6050
num_leaves=9
num_cat=0
split_feature=48 52 1 160 43 12 15 16
split_gain=4.65786e-05 4.89108e-05 7.54281e-05 7.6702e-05 6.17438e-05 0.000105689 9.18756e-05 9.62342e-05
threshold=-0.024949999999999996 0.14295500000000003 0.13146500000000003 -0.027994999999999996 -0.14968999999999996 0.088615000000000013 -0.095869999999999983 -0.088159999999999988
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=0.00039851286032507513 0.00037710019413114649 -0.00045074173296598391 0.00050400068966052031 0.00023249874750188286 -0.00045599279203559131 -0.00062748999801320242 0.00063494433481171429 -0.00019245240365797455
leaf_weight=0.0010060398589502731 0.0012765289334318395 0.0010209804488107285 0.0010202282572617264 0.0013116201361262764 0.0012919578612612115 0.0018055740242363706 0.0010393958187233884 0.0011258883452670422
leaf_count=186 456 380 198 173 183 810 207 528
internal_value=0 -4.43278e-05 2.44618e-06 -6.27305e-05 -0.00014813 -0.000242992 -4.21853e-05 0.000204721
internal_weight=0 0.00989217 0.00887119 0.00785097 0.00657444 0.00526282 0.00345724 0.00216528
internal_count=3121 2935 2555 2357 1901 1728 918 735
is_linear=0
shrinkage=0.00196078


Tree=6051
num_leaves=7
num_cat=0
split_feature=43 3 4 4 47 151
split_gain=1.94277e-05 5.72076e-05 3.66217e-05 3.23616e-05 5.91149e-05 4.72089e-05
threshold=-0.067199999999999996 -0.077774999999999983 -0.080744999999999997 -0.059649999999999988 0.077555000000000013 -0.0064299999999999991
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -2 5 -5
right_child=3 -3 -4 4 -6 -7
leaf_value=0.008910706823140286 -0.014279714913550233 0.022157779526123182 -0.018074814106283112 0.026179939694682221 -0.016609051490874823 -0.00039278934515182525
leaf_weight=0.0010046255716269561 0.0018996460309202703 0.0013259004646731382 0.0010069534239480656 0.0010589807909200985 0.0012554714810146207 0.0018135332477137247
leaf_count=244 938 427 682 157 186 487
internal_value=0 0.00603163 -0.00459767 -0.00347846 0.00149214 0.00940351
internal_weight=0 0.00333748 0.00201158 0.00602763 0.00412799 0.00287251
internal_count=3121 1353 926 1768 830 644
is_linear=0
shrinkage=0.1


Tree=6052
num_leaves=9
num_cat=0
split_feature=48 16 52 0 0 2 16 2
split_gain=3.96482e-05 0.000101582 6.74207e-05 7.0459e-05 8.01983e-05 6.26426e-05 4.97328e-05 5.07166e-05
threshold=0.11951500000000001 -0.5048999999999999 0.11434500000000002 -0.077999999999999986 -0.10607499999999999 0.092875000000000013 0.15273500000000004 0.096540000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -5 -8
right_child=-2 2 -4 6 -6 -7 7 -9
leaf_value=0.00060987949225333544 -0.00037066890830579288 0.00027322642696686914 -0.00050965691374090763 0.00051850714689720054 -0.00059201354254082201 -0.00033619970878160022 -0.00026562547786723463 0.00034845805486057008
leaf_weight=0.0010477863365233207 0.0010305912661314675 0.0016184159835441131 0.0010218684718581702 0.0013868525083408586 0.0011355559695578102 0.0010820018476532939 0.0010437205939615615 0.0010247605340906363
leaf_count=192 114 152 437 461 1226 165 137 237
internal_value=0 3.45394e-05 -3.7976e-05 2.81295e-05 -0.000154808 2.90419e-05 0.000231219 3.86019e-05
internal_weight=0 0.00936096 0.00831318 0.00729131 0.00383597 0.00270042 0.00345533 0.00206848
internal_count=3121 3007 2815 2378 1543 317 835 374
is_linear=0
shrinkage=0.00196078


Tree=6053
num_leaves=7
num_cat=0
split_feature=43 43 4 48 15 0
split_gain=1.58114e-05 5.14973e-05 2.63357e-05 5.58575e-05 3.70579e-05 2.48676e-05
threshold=-0.067199999999999996 -0.092909999999999979 -0.059649999999999988 0.085845000000000019 -0.098289999999999975 -0.055064999999999996
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=0.0064327444915440388 -0.012883277271908964 0.021553227557309582 -0.0033210912903058366 -0.014558946641178528 0.02032117015896125 -0.015392669142052649
leaf_weight=0.0010771300262821923 0.0018997988458898723 0.00124380619559515 0.0011893470410014734 0.0014383842191766829 0.0014980518630940973 0.0010130190224810381
leaf_count=370 938 888 249 234 347 95
internal_value=0 0.00544215 -0.00314074 0.00134541 0.00985795 -0.00414524
internal_weight=0 0.00333396 0.00602558 0.00412578 0.0026874 0.00209015
internal_count=3121 1353 1768 830 596 465
is_linear=0
shrinkage=0.1


Tree=6054
num_leaves=9
num_cat=0
split_feature=48 16 52 0 0 16 2 2
split_gain=4.76104e-05 0.000128878 7.75775e-05 6.74386e-05 0.000104374 6.0493e-05 5.87146e-05 4.83003e-05
threshold=0.11951500000000001 -0.5048999999999999 0.11434500000000002 -0.077999999999999986 -0.10607499999999999 0.15273500000000004 0.092875000000000013 0.096540000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -5 -3 -7
right_child=-2 2 -4 5 -6 7 -8 -9
leaf_value=0.00065662792905937393 -0.00039181901572553319 0.00028774844187033014 -0.00054103288625931441 0.00053374697829125528 -0.000633883089179749 -0.00027646008994931299 -0.00028990942952762297 0.00031527686377392703
leaf_weight=0.0011337072263083578 0.0011195430133815231 0.001686412420516445 0.0010687829680268331 0.0014203875906320306 0.0012033385284113411 0.001091785411454126 0.0011296448515212346 0.0010312855985724896
leaf_count=192 114 152 437 461 1226 137 165 237
internal_value=0 3.50835e-05 -4.65522e-05 2.33278e-05 -0.000150522 0.000220528 5.60244e-05 1.09772e-05
internal_weight=0 0.00976534 0.00863164 0.00756285 0.0040194 0.00354346 0.00281606 0.00212307
internal_count=3121 3007 2815 2378 1543 835 317 374
is_linear=0
shrinkage=0.00196078


Tree=6055
num_leaves=9
num_cat=0
split_feature=124 1 484 42 42 3 3 48
split_gain=5.78291e-05 8.79977e-05 8.63129e-05 4.86561e-05 8.44149e-05 6.03142e-05 6.96723e-05 9.15037e-05
threshold=-0.027784999999999997 0.12500000000000003 0.084040000000000017 0.091735000000000025 0.08623500000000002 -0.083924999999999986 0.090900000000000009 0.016865000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 -8
right_child=1 -3 -4 -5 -6 6 7 -9
leaf_value=0.00032987314605405465 -4.1066800661287442e-05 0.00028489897030732235 0.00028378385413076629 -0.00070391602864736179 0.00025290538419722969 -0.00084596430138471834 -0.00062885728205678562 0.00013071271188819141
leaf_weight=0.0010175792992958158 0.0017260726914326073 0.0014614337611033668 0.0010801551165689023 0.0010338929288210841 0.0010871984697434691 0.0013245247242868528 0.0013603852529569943 0.0011051077568957901
leaf_count=262 762 208 300 516 416 453 114 90
internal_value=0 -0.000160368 -0.000235015 -0.000308391 -0.000246463 -0.000344886 -0.000483253 -0.000288395
internal_weight=0 0.0101788 0.00871734 0.00763718 0.00660329 0.00551609 0.00379002 0.00246549
internal_count=3121 2859 2651 2351 1835 1419 657 204
is_linear=0
shrinkage=0.00196078


Tree=6056
num_leaves=8
num_cat=0
split_feature=48 16 52 0 0 2 13
split_gain=3.82778e-05 0.000100299 6.81579e-05 6.55711e-05 6.97003e-05 5.92418e-05 5.10008e-05
threshold=0.11951500000000001 -0.5048999999999999 0.11434500000000002 -0.077999999999999986 -0.10607499999999999 0.092875000000000013 0.0076650000000000008
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -5
right_child=-2 2 -4 6 -6 -7 -8
leaf_value=0.00060118479332680371 -0.00036730268444089839 0.00026213451002328833 -0.0005148132518298052 0.00043336079970379221 -0.0005633384056738588 -0.0003361953483346012 -5.1818470558001355e-05
leaf_weight=0.001048088686257464 0.0010365171715103717 0.0015745088731917854 0.0010293329146133694 0.0019175350642388488 0.0011198979047886306 0.0010676139534558163 0.0014727268430392679
leaf_count=192 114 152 437 603 1226 165 232
internal_value=0 3.00958e-05 -4.30623e-05 2.48305e-05 -0.000153395 2.03648e-05 0.000222599
internal_weight=0 0.0092297 0.00818162 0.00715228 0.00376202 0.00264212 0.00339026
internal_count=3121 3007 2815 2378 1543 317 835
is_linear=0
shrinkage=0.00196078


Tree=6057
num_leaves=8
num_cat=0
split_feature=0 13 42 15 151 0 16
split_gain=1.76246e-05 3.98694e-05 3.92377e-05 4.75654e-05 7.04857e-05 9.20331e-05 5.50463e-05
threshold=-0.019414999999999998 0.030370000000000005 0.091295000000000015 1.0000000180025095e-35 -0.044604999999999992 -0.10151999999999999 -0.090344999999999995
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=-0.023189739357733739 -0.0042119493734270961 0.022294581388720314 0.013851568823302553 -0.021939751049368978 0.032176018011692467 -0.017283623372323566 0.0010326576729202718
leaf_weight=0.0010817395912957788 0.001294592448227517 0.0010103050997266124 0.0011973006960725677 0.0014218228630414461 0.00121756941257396 0.0011258368430553597 0.0010630629929154567
leaf_count=382 207 158 635 839 175 607 118
internal_value=0 0.00740665 -0.00265633 -0.00600063 -0.000951267 0.00611066 0.0176593
internal_weight=0 0.0023049 0.00710733 0.00591003 0.00448821 0.00340647 0.00228063
internal_count=3121 365 2756 2121 1282 900 293
is_linear=0
shrinkage=0.1


Tree=6058
num_leaves=7
num_cat=0
split_feature=1 4 52 3 0 0
split_gain=1.58578e-05 3.89086e-05 3.67028e-05 5.91983e-05 4.02347e-05 3.36068e-05
threshold=0.111945 0.24564500000000003 0.10160000000000001 0.090900000000000009 -0.084269999999999984 -0.052984999999999997
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=-0.016151678272514496 -0.0031591516358936223 0.020766167663382157 -0.018597685013796005 0.01883985053869006 0.017019141181410416 -0.0083811368564944803
leaf_weight=0.0018637649473121423 0.0017733890317805168 0.0011021708099696152 0.0012127498458287221 0.001341392980549496 0.0010217408756839118 0.0010626412217290462
leaf_count=948 221 276 500 147 798 231
internal_value=0 0.00601116 -0.00290707 0.000690367 -0.00547597 0.0040698
internal_weight=0 0.00287556 0.00650229 0.00528954 0.00394815 0.00208438
internal_count=3121 497 2624 2124 1977 1029
is_linear=0
shrinkage=0.1


Tree=6059
num_leaves=9
num_cat=0
split_feature=48 16 15 47 0 4 4 1
split_gain=3.46143e-05 9.34881e-05 7.65615e-05 6.87589e-05 8.95591e-05 8.8306e-05 8.13169e-05 7.32548e-05
threshold=0.11951500000000001 -0.5048999999999999 -0.14147499999999996 0.085270000000000026 -0.10607499999999999 -0.076779999999999987 -0.35136499999999998 0.090540000000000023
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 7 6 -6 -4
right_child=-2 2 3 -5 5 -7 -8 -9
leaf_value=0.00057807474144094817 -0.00033925438117336559 -0.0005125123655447207 -8.9471563402879889e-05 0.00040136980033200835 -0.00039587106306540403 -0.00073574550247711525 0.00028050004812455213 0.00064691577854833395
leaf_weight=0.0010754028429599263 0.0010652274401620346 0.0011229153189592986 0.0010784293708950023 0.0015686355525349957 0.0013708279181080234 0.0010158347379623268 0.0013627671975873696 0.001001896082303555
leaf_count=192 114 334 146 205 188 1054 758 130
internal_value=0 3.33032e-05 -3.54479e-05 3.69602e-05 -6.1093e-05 -0.00024212 -5.86827e-05 0.000265177
internal_weight=0 0.00959671 0.00852131 0.00739839 0.00582976 0.00374943 0.0027336 0.00208033
internal_count=3121 3007 2815 2481 2276 2000 946 276
is_linear=0
shrinkage=0.00196078


Tree=6060
num_leaves=8
num_cat=0
split_feature=0 12 15 15 1 0 13
split_gain=1.83665e-05 3.33858e-05 3.31105e-05 7.86524e-05 4.73994e-05 8.85388e-05 4.17405e-05
threshold=-0.019414999999999998 0.085635000000000003 -0.0088349999999999974 -0.074054999999999996 0.094090000000000021 -0.15202999999999997 -0.0034749999999999994
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -6 -4
right_child=1 -3 6 -5 5 -7 -8
leaf_value=-0.018631465376445274 0.0205147714398599 -0.0036315810266808815 0.018499397658171986 -0.030999749167609409 -0.015787442819705094 0.022713730103188792 -0.0074887123469128281
leaf_weight=0.0010083668167942508 0.0010709761727824302 0.0012305266825104058 0.0013503467408285921 0.0011023659242937905 0.0010053427853097953 0.0014715792504392988 0.0011396030822580536
leaf_count=566 206 159 943 474 90 348 335
internal_value=0 0.00760463 -0.00267897 -0.00771792 -0.000354085 0.00708672 0.00660513
internal_weight=0 0.0023015 0.0070776 0.00458765 0.00348529 0.00247692 0.00248995
internal_count=3121 365 2756 1478 1004 438 1278
is_linear=0
shrinkage=0.1


Tree=6061
num_leaves=8
num_cat=0
split_feature=0 15 12 2 49 16 15
split_gain=1.65955e-05 4.02307e-05 3.50283e-05 4.94967e-05 7.06485e-05 2.42478e-05 2.06943e-05
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decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 -3 -6
right_child=1 5 -4 4 6 -7 -8
leaf_value=-0.012974969543054889 0.021678019003114581 0.0076717449514183585 -0.017377726207765003 0.030159302380242781 0.0076918708389899408 -0.013527082182580636 -0.012253535006358431
leaf_weight=0.00167981908379479 0.0010554141692493487 0.0011677405670351962 0.0013564567722032916 0.0010030784615949594 0.0010543900347182778 0.001003043539518834 0.0010267510336771594
leaf_count=1149 259 153 813 167 188 161 231
internal_value=0 0.0056629 -0.00320018 0.000836569 0.00835902 -0.00212349 -0.00214839
internal_weight=0 0.0032262 0.0061205 0.00476404 0.00308422 0.00217078 0.00208114
internal_count=3121 573 2548 1735 586 314 419
is_linear=0
shrinkage=0.1


Tree=6062
num_leaves=9
num_cat=0
split_feature=48 16 52 0 0 2 12 2
split_gain=3.11984e-05 0.00010274 5.96124e-05 6.83395e-05 7.34475e-05 6.22517e-05 5.75768e-05 1.57782e-05
threshold=0.11951500000000001 -0.5048999999999999 0.11434500000000002 -0.077999999999999986 -0.10607499999999999 0.092875000000000013 0.095175000000000023 0.092120000000000021
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 -5
right_child=-2 2 -4 6 -6 -7 -8 -9
leaf_value=0.00059193506947129832 -0.00033654699925596049 0.000251068166278746 -0.00049156611776807082 -0.00014954496775750062 -0.00058873795583322982 -0.00035965948865042429 0.00054581483356772357 0.00018146544381938775
leaf_weight=0.0010709860207327735 0.0010468710126941153 0.0015996489180940573 0.0010434687590029886 0.0010860492238697337 0.0011381919865027339 0.0010714880062663457 0.0012477794152041164 0.001129395195955712
leaf_count=192 114 152 437 252 1226 165 342 241
internal_value=0 2.0322e-05 -5.32936e-05 9.58986e-06 -0.000171644 6.08359e-06 0.000208935 1.91984e-05
internal_weight=0 0.00938701 0.00831602 0.00727255 0.00380933 0.00267114 0.00346322 0.00221544
internal_count=3121 3007 2815 2378 1543 317 835 493
is_linear=0
shrinkage=0.00196078


Tree=6063
num_leaves=8
num_cat=0
split_feature=14 49 2 4 47 49 0
split_gain=3.13973e-05 5.1865e-05 5.28324e-05 7.74887e-05 8.90371e-05 7.52498e-05 3.77551e-05
threshold=-1.0000000180025095e-35 0.0093850000000000027 0.10912000000000001 -0.10429499999999998 0.092530000000000015 -0.054319999999999993 -0.10096999999999999
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=-0.00032874872815581496 -0.0004885337834662362 0.00042951556434711287 0.00027473680723532555 -0.00021253860484656901 -0.00041468430766093207 0.00066389350812775659 0.00014894945744381904
leaf_weight=0.0010503140840509234 0.0015592656715264714 0.0010951827269962836 0.0017605488243108598 0.0011880864866211966 0.0013263528186201611 0.0010693695812657492 0.0011215261932846885
leaf_count=161 250 585 347 235 191 106 1246
internal_value=0 2.92531e-05 -2.53703e-05 -0.00010971 1.58259e-05 0.000184814 0.000400292
internal_weight=0 0.00912033 0.00802515 0.0062646 0.00470534 0.00337898 0.0021909
internal_count=3121 2960 2375 2028 1778 1587 1352
is_linear=0
shrinkage=0.00196078


Tree=6064
num_leaves=9
num_cat=0
split_feature=48 16 15 2 15 0 4 1
split_gain=4.64887e-05 9.76671e-05 5.37992e-05 8.13975e-05 6.4797e-05 4.35468e-05 5.16749e-05 0.00010068
threshold=0.11951500000000001 -0.5048999999999999 -0.14147499999999996 0.11093500000000002 -0.095244999999999982 -0.084269999999999984 -0.35136499999999998 0.090475000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -7 -8
right_child=-2 2 3 -5 5 6 7 -9
leaf_value=0.00058909705292955366 -0.00040239080786940568 -0.00044588999692776499 0.00034517043780052994 0.00047781450798105784 -0.00047461912367934933 -0.000388936055887266 0.00048319647767566749 -0.00033852548494406744
leaf_weight=0.0010715265583421873 0.001053973673786966 0.0010901301515389358 0.0011494088447319513 0.001243854919456007 0.0013316155926183797 0.0011973199093435623 0.0012717519779231559 0.0010437380924291002
leaf_count=192 114 334 156 292 816 182 722 313
internal_value=0 3.18865e-05 -3.98089e-05 2.13545e-05 -7.33712e-05 -0.000172676 -5.82174e-05 0.000112794
internal_weight=0 0.00939935 0.00832782 0.00723769 0.00599383 0.00484443 0.00351281 0.00231549
internal_count=3121 3007 2815 2481 2189 2033 1217 1035
is_linear=0
shrinkage=0.00196078


Tree=6065
num_leaves=10
num_cat=0
split_feature=15 15 49 12 160 4 2 3 1
split_gain=5.02855e-05 9.62728e-05 8.00099e-05 5.04129e-05 8.45456e-05 7.46468e-05 4.40243e-05 2.72003e-05 8.59029e-05
threshold=-0.24436499999999997 -0.11713499999999999 0.0043850000000000009 0.086700000000000013 1.0000000180025095e-35 0.063160000000000008 0.097220000000000015 -1.0000000180025095e-35 0.10557500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 7 6 -5 -3 -9
right_child=1 2 -4 5 -6 -7 -8 8 -10
leaf_value=0.00039406933318028993 -0.00062445934909804155 -0.00025199866148908689 0.0005307133877162308 -0.00030067511904684939 -0.00065024443734568529 0.00057131339354244066 0.0002385152610637963 0.00051448538510830404 -0.00028972437542880376
leaf_weight=0.0010704289082383482 0.0010180537212173954 0.0013292932993489862 0.0010133512999045578 0.0013282534602536563 0.0011455699914875517 0.0010152096087012005 0.001036513176441963 0.0010112163145013986 0.0010316125498120304
leaf_count=253 231 495 482 909 214 116 228 114 79
internal_value=0 -5.32364e-05 1.20239e-05 -5.45292e-05 -0.000190032 0.000126585 -6.43398e-05 -3.36902e-05 0.000108366
internal_weight=0 0.00992907 0.00891102 0.00789767 0.00451769 0.00337998 0.00236477 0.00337212 0.00204283
internal_count=3121 2868 2637 2155 902 1253 1137 688 193
is_linear=0
shrinkage=0.00196078


Tree=6066
num_leaves=9
num_cat=0
split_feature=52 16 14 1 13 133 42 49
split_gain=4.07098e-05 5.31355e-05 5.20514e-05 7.46349e-05 8.23265e-05 6.81852e-05 8.54098e-05 0.000121992
threshold=-0.26636999999999994 0.23311500000000004 -1.0000000180025095e-35 0.11551000000000002 0.0076650000000000008 0.083950000000000011 0.082250000000000004 -0.006494999999999999
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=-0.00036764661887264059 -0.00042789643540475303 0.00043111093625829161 -0.00031107758244949482 0.00050665711339530507 -0.00054296156384154497 0.00050107763435913884 -0.00047647862063628912 0.00048542377930456491
leaf_weight=0.0010846741918480512 0.0010546225729226909 0.0011372253565612835 0.0013440368710952899 0.0011099807960078534 0.0010610448154070662 0.0010567849551795109 0.0012912345497451288 0.001643087485818491
leaf_count=354 142 130 134 249 314 704 563 531
internal_value=0 3.28989e-05 -2.00001e-05 3.73097e-05 -4.41399e-05 5.5065e-05 -5.51033e-05 0.000127043
internal_weight=0 0.00969802 0.00856079 0.00750617 0.00639619 0.00533514 0.00427836 0.00298712
internal_count=3121 2767 2637 2495 2246 1932 1228 665
is_linear=0
shrinkage=0.00196078


Tree=6067
num_leaves=9
num_cat=0
split_feature=48 16 50 13 160 12 0 1
split_gain=6.85435e-05 9.38922e-05 6.13429e-05 7.30168e-05 9.49895e-05 9.39731e-05 5.99621e-05 7.89923e-05
threshold=0.12649500000000002 -0.51370499999999997 0.088425000000000017 -0.036034999999999991 -0.081639999999999976 0.092200000000000018 -0.077809999999999976 0.094090000000000021
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3 7 -6
right_child=-2 2 -4 4 6 -7 -8 -9
leaf_value=0.00057178421704655498 -0.0004920347015352854 -0.00051878573359392412 -0.00047167771142477119 0.00066077327109277195 -0.00055735117922807778 0.00018683602177102935 0.00028157561355225772 0.00017930832733344161
leaf_weight=0.0011443132067422814 0.0010148747514345845 0.001682555961276929 0.001042078512699011 0.0011792185137834768 0.0011170309780201082 0.0012758918167482998 0.0019573361650783291 0.0011215482717140696
leaf_count=152 99 878 521 143 486 356 381 105
internal_value=0 4.15524e-05 -2.31632e-05 3.29216e-05 0.000169086 -0.000214472 3.09021e-05 -0.000188278
internal_weight=0 0.01052 0.00937566 0.00833358 0.00537513 0.00295845 0.00419592 0.00223858
internal_count=3121 3022 2870 2349 1115 1234 972 591
is_linear=0
shrinkage=0.00196078


Tree=6068
num_leaves=8
num_cat=0
split_feature=52 52 160 1 1 2 12
split_gain=4.18431e-05 5.807e-05 6.48227e-05 4.22222e-05 5.30599e-05 5.37666e-05 3.19109e-05
threshold=-0.26636999999999994 -0.081934999999999994 1.0000000180025095e-35 0.11588000000000001 0.096125000000000016 0.086950000000000013 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=-0.00037498852626822706 0.0003917450153462536 0.00040083593651900438 -0.00047613568726455628 0.00033078855932870764 -0.00032062025568765028 0.00014133301696827043 -0.00034015897529596391
leaf_weight=0.001029766377050754 0.0015230597798376591 0.0013774674826774551 0.0010658766948022516 0.0015287494046951483 0.0017292517010903089 0.0010696947063649686 0.0010473446797869927
leaf_count=354 407 761 250 298 246 204 601
internal_value=0 4.14783e-05 -2.67554e-05 4.41788e-05 -3.96985e-05 9.93153e-05 -9.68714e-05
internal_weight=0 0.00934144 0.00781838 0.00675251 0.00522376 0.00349451 0.00211704
internal_count=3121 2767 2360 2110 1812 1566 805
is_linear=0
shrinkage=0.00196078


Tree=6069
num_leaves=9
num_cat=0
split_feature=48 3 39 2 16 4 43 1
split_gain=4.47875e-05 6.55774e-05 8.25934e-05 0.000136354 5.93765e-05 0.000103239 0.000124029 1.98751e-05
threshold=-0.024949999999999996 0.13524500000000003 0.0046100000000000004 0.11215000000000001 -0.094359999999999986 0.0061450000000000003 -0.084004999999999982 0.099400000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 7 6 -6 -2
right_child=1 -3 -4 -5 5 -7 -8 -9
leaf_value=0.00038994663146300142 -0.00052817674762389605 0.00031732313448089343 0.00034664252278744526 -0.0007887489422017818 0.00028039355211025751 0.00056359822271234239 -0.0005829115383384749 -0.00014300230436190575
leaf_weight=0.0010010389918127449 0.0010482067418228908 0.001605611039324638 0.0012593761088641013 0.0012396693090832613 0.0013039426134621598 0.0011520273182256064 0.0012562137922955455 0.0010126285003137052
leaf_count=186 338 169 310 266 433 164 1201 54
internal_value=0 -4.5309e-05 -0.000115696 -0.000198725 -7.20265e-05 7.61374e-05 -0.000143212 -0.000338914
internal_weight=0 0.00987768 0.00827206 0.00701269 0.00577302 0.00371218 0.00256016 0.00206084
internal_count=3121 2935 2766 2456 2190 1798 1634 392
is_linear=0
shrinkage=0.00196078


Tree=6070
num_leaves=9
num_cat=0
split_feature=133 0 16 15 16 51 4 1
split_gain=5.84573e-05 9.60448e-05 5.05409e-05 9.57393e-05 8.7333e-05 6.87375e-05 6.1312e-05 4.12687e-05
threshold=0.099660000000000012 1.0000000180025095e-35 0.0047850000000000011 -0.016799999999999995 -0.056919999999999991 0.081440000000000026 0.27834500000000006 0.094385000000000011
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 7 -1
right_child=-2 -3 3 -5 -6 -7 -8 -9
leaf_value=-0.00067445346043350967 -0.00046128260366271815 0.00045067990042666715 -0.00021681950922280142 0.000565783156482758 -0.00063197593845299262 0.00032362714129304231 0.00019019819827757579 -0.00013089841619080776
leaf_weight=0.001000023595200991 0.0010127412779408944 0.0017474171555897687 0.001173815844207499 0.0012315289897489824 0.0011736500257932478 0.001434416932699589 0.001076787579568163 0.0011599081575654757
leaf_count=704 483 292 315 193 563 299 192 80
internal_value=0 3.3088e-05 -5.53599e-05 0.000183871 -0.000153812 -3.36707e-05 -0.000192014 -0.000382558
internal_weight=0 0.00999755 0.00825013 0.00240534 0.00584479 0.00467114 0.00323672 0.00215993
internal_count=3121 2638 2346 508 1838 1275 976 784
is_linear=0
shrinkage=0.00196078


Tree=6071
num_leaves=8
num_cat=0
split_feature=13 12 47 51 52 52 0
split_gain=1.65423e-05 3.77578e-05 4.25564e-05 7.99526e-05 8.60633e-05 7.10021e-05 6.57953e-05
threshold=-0.23438999999999996 -0.010834999999999999 0.10904500000000002 0.087505000000000013 -0.085984999999999992 0.0060650000000000009 -0.10607499999999999
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=0.010988858107462368 0.014826404590177018 -0.020286741546903377 -0.023475387429375622 -0.026488622192838252 0.03469713218031472 -0.0093790990896722628 0.0037987071418775949
leaf_weight=0.0011663824396502325 0.0011834313270714493 0.001148901373768111 0.0010104191250575201 0.0010488667647755457 0.0014156955201565548 0.001212396003171962 0.0013428781664533576
leaf_count=169 345 487 139 314 126 905 636
internal_value=0 -0.00172361 -0.00445176 -0.00133575 0.00381711 0.010791 0.0196557
internal_weight=0 0.00836259 0.00717916 0.00616874 0.00511987 0.00397097 0.00275857
internal_count=3121 2952 2607 2468 2154 1667 762
is_linear=0
shrinkage=0.1


Tree=6072
num_leaves=7
num_cat=0
split_feature=15 43 3 3 2 2
split_gain=1.75829e-05 2.94011e-05 5.67028e-05 8.03543e-05 5.47877e-05 5.55467e-05
threshold=-0.11713499999999999 -0.17390999999999998 -0.10831999999999999 -0.075944999999999985 0.083795000000000022 0.11177500000000001
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=-0.0091423684773939678 0.015028555393297605 0.019191763462828058 -0.030331446608889034 0.020660545938470269 -0.016725800770792536 0.010601999473310777
leaf_weight=0.0017692103791611255 0.001398896974932522 0.0011407142086590971 0.0010370055934262714 0.001039813865524646 0.0018706139908673844 0.0012347403723565282
leaf_count=484 184 219 1416 215 380 223
internal_value=0 0.00190994 -0.000992464 -0.00543547 0.000792808 -0.00585981
internal_weight=0 0.00772179 0.00632289 0.00518217 0.00414517 0.00310535
internal_count=3121 2637 2453 2234 818 603
is_linear=0
shrinkage=0.1


Tree=6073
num_leaves=8
num_cat=0
split_feature=51 40 48 1 12 15 3
split_gain=1.67746e-05 3.16563e-05 3.14944e-05 4.63168e-05 7.10181e-05 7.49313e-05 1.6209e-05
threshold=-0.076794999999999988 -0.013874999999999998 0.11280000000000003 0.10920500000000001 0.086700000000000013 -0.013969999999999998 -0.082094999999999987
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -6
right_child=1 2 -4 -5 6 -7 -8
leaf_value=-0.0089295026155856629 0.01836766683007194 0.002271411513245255 -0.01665856290782488 0.019845243967859437 0.019642412364580197 -0.033474958974510742 0.0020817694246027425
leaf_weight=0.0017649309531381253 0.0010114406521327503 0.0012674279082490292 0.0010342622205324718 0.0011905519180400552 0.0010688091615227956 0.0010913454741680799 0.0010342611557775539
leaf_count=537 284 260 96 252 587 438 667
internal_value=0 0.00187949 -0.000614558 0.00232114 -0.00235481 -0.0142675 0.0110063
internal_weight=0 0.0076981 0.00668666 0.0056524 0.00446184 0.00235877 0.00210307
internal_count=3121 2584 2300 2204 1952 698 1254
is_linear=0
shrinkage=0.1


Tree=6074
num_leaves=7
num_cat=0
split_feature=42 43 16 48 0 160
split_gain=1.68248e-05 3.72919e-05 5.15942e-05 5.83436e-05 4.89422e-05 3.19035e-05
threshold=-1.0000000180025095e-35 -0.074359999999999996 0.15891500000000003 0.086035000000000014 -0.073309999999999986 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=-1 4 3 5 -2 -3
right_child=1 2 -4 -5 -6 -7
leaf_value=-0.0097585050949223207 -0.0015245503714077548 -0.0033640477393284693 -0.022690288073061352 -0.012700256163969284 0.029038782404979605 0.017934475106671947
leaf_weight=0.0015205793200762938 0.001091079792195341 0.0010976211300591852 0.0010308097549297885 0.0017298885400742169 0.0010079749341099721 0.0019576747859303815
leaf_count=862 665 313 224 212 238 607
internal_value=0 0.00172646 -0.00239718 0.0019743 0.0131521 0.0102829
internal_weight=0 0.00791505 0.00581599 0.00478518 0.00209905 0.0030553
internal_count=3121 2259 1356 1132 903 920
is_linear=0
shrinkage=0.1


Tree=6075
num_leaves=8
num_cat=0
split_feature=11 48 0 2 15 52 3
split_gain=4.76805e-05 6.09392e-05 0.000163462 8.8701e-05 4.94489e-05 8.87116e-05 8.60611e-05
threshold=0.079915000000000014 0.016865000000000002 -0.20211999999999997 0.11237500000000002 -0.016799999999999995 0.084960000000000022 -0.055119999999999995
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=-0.0004431032766813177 -0.00041501116769136661 -0.00021615162725919506 0.00070765270506869312 0.00037917610222603856 -0.0001566528819055305 -0.00049735466053076993 0.0005842599093155088
leaf_weight=0.0018532018709391763 0.0010214237761375583 0.0014121013341918398 0.0015389758525922916 0.0013462524201018518 0.0014046630353471725 0.0011554894422360108 0.0010557802176183568
leaf_count=648 199 82 490 340 632 605 125
internal_value=0 3.02317e-05 0.000265609 -7.16871e-05 -0.000182669 -4.91941e-05 0.000161274
internal_weight=0 0.00976646 0.00295108 0.00681539 0.00546913 0.00361593 0.00246044
internal_count=3121 2922 572 2350 2010 1362 757
is_linear=0
shrinkage=0.00196078


Tree=6076
num_leaves=8
num_cat=0
split_feature=52 52 52 42 4 1 4
split_gain=3.78242e-05 5.67966e-05 4.38241e-05 5.12206e-05 4.19496e-05 6.23839e-05 5.09879e-05
threshold=-0.26636999999999994 -0.081429999999999989 -0.0064899999999999992 0.092620000000000022 -0.0029599999999999995 0.10752500000000002 -0.35136499999999998
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=-0.00036002299007613646 0.00037382527972302409 -0.00034494873894895777 -2.2073969794892134e-05 -0.00037561763945780628 -0.0003267640451573412 0.00024063934081678409 0.00053407524739652857
leaf_weight=0.0010665800093530116 0.0015426058351283569 0.0014545375409131802 0.0011345699818698853 0.0010070648582411971 0.0015449490193677818 0.0014387738672267177 0.0014359112992917672
leaf_count=354 417 438 62 457 361 196 836
internal_value=0 2.92815e-05 -3.70244e-05 3.1238e-05 0.000105007 -5.31578e-05 0.0002886
internal_weight=0 0.00955841 0.00801581 0.00656127 0.0055542 0.00298372 0.00257048
internal_count=3121 2767 2350 1912 1455 557 898
is_linear=0
shrinkage=0.00196078


Tree=6077
num_leaves=7
num_cat=0
split_feature=3 3 39 133 3 1
split_gain=1.67669e-05 4.33639e-05 5.29176e-05 3.88037e-05 9.28132e-05 7.40792e-05
threshold=0.13524500000000003 0.10893000000000001 0.0046100000000000004 1.0000000180025095e-35 -0.12018999999999998 0.095285000000000022
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=0.021094078171503508 0.0097711761686657961 -0.021226721303342043 0.020955842731090683 -0.020099214348440413 -0.021893885246647704 0.0084717878055453871
leaf_weight=0.0015501466175475791 0.0014491106817885605 0.0010156232629422168 0.0011059839019039661 0.001071138961857984 0.0018380030197926943 0.0014272556214328727
leaf_count=266 192 72 333 972 1052 234
internal_value=0 -0.00191821 0.000886241 -0.0028845 0.000944737 -0.00862095
internal_weight=0 0.00800815 0.00699253 0.00588654 0.00481541 0.00326526
internal_count=3121 2929 2857 2524 1552 1286
is_linear=0
shrinkage=0.1


Tree=6078
num_leaves=7
num_cat=0
split_feature=11 13 160 16 16 1
split_gain=1.91899e-05 2.94799e-05 4.89948e-05 5.07457e-05 7.44464e-05 3.12865e-05
threshold=0.078065000000000009 -0.084034999999999985 -0.081069999999999989 0.033715000000000009 -0.079109999999999986 0.08844500000000001
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=0.00086202701944677277 -0.013164974617952114 0.017765544083249891 -0.01113090340856319 -0.020317262469452046 0.020207905568477975 0.023491995955508667
leaf_weight=0.0014248801910777937 0.0010065463592838905 0.0010017573823403155 0.0019646733036372886 0.0017254568703202614 0.0012341989240994716 0.0010694657844899061
leaf_count=584 211 373 688 433 557 275
internal_value=0 0.00144462 -0.00239413 -0.00649521 0.000960334 0.0105648
internal_weight=0 0.00842043 0.00592609 0.00492433 0.00319887 0.00249435
internal_count=3121 2910 2051 1678 1245 859
is_linear=0
shrinkage=0.1


Tree=6079
num_leaves=7
num_cat=0
split_feature=15 43 16 2 16 12
split_gain=1.72812e-05 2.48315e-05 4.91506e-05 3.71205e-05 9.54437e-05 1.74175e-05
threshold=-0.11713499999999999 -0.17390999999999998 0.22339500000000004 0.089885000000000007 -0.11676499999999999 0.083310000000000009
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=-0.0090308949029785091 0.014081828157721094 0.0027542995869680263 -0.018379359194327771 -0.012700064768584705 0.024586634822512807 -0.015709884584314795
leaf_weight=0.0017620030083032772 0.0013829560066301776 0.0010045718582720881 0.0012595362372168377 0.0010849666530276039 0.0018692278797456034 0.0010395732795006186
leaf_count=484 184 204 385 194 591 1079
internal_value=0 0.00195519 -0.000724731 0.00372408 0.0108926 -0.00663587
internal_weight=0 0.00764083 0.00625788 0.00499834 0.00295419 0.00204415
internal_count=3121 2637 2453 2068 785 1283
is_linear=0
shrinkage=0.1


Tree=6080
num_leaves=6
num_cat=0
split_feature=42 160 43 2 15
split_gain=1.67116e-05 3.53942e-05 3.81487e-05 5.31391e-05 5.32036e-05
threshold=-0.025789999999999997 -1.0000000180025095e-35 -0.074359999999999996 0.089885000000000007 -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=-0.009805139321844172 -0.010306739553925484 0.018982833705636526 -0.016258476551533851 0.019580580190694356 -0.0064017006198586026
leaf_weight=0.0014900991854875532 0.0018625739648089404 0.0015506205169424714 0.001298893257362886 0.0017306185084445269 0.0014471104898184778
leaf_count=712 837 494 524 278 276
internal_value=0 0.00174182 0.00546513 0.000782849 0.00774847
internal_weight=0 0.00788982 0.00602724 0.00447662 0.00317773
internal_count=3121 2409 1572 1078 554
is_linear=0
shrinkage=0.1


Tree=6081
num_leaves=8
num_cat=0
split_feature=484 1 457 4 2 0 3
split_gain=1.6831e-05 2.90563e-05 4.21359e-05 4.11996e-05 6.71265e-05 4.83145e-05 2.91427e-05
threshold=0.084040000000000017 0.13146500000000003 0.045365000000000009 -0.077679999999999985 0.09142500000000002 0.11070500000000001 0.095270000000000007
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=0.016507107714389447 0.011734875966385144 0.013686832787160669 0.013769939338257237 -0.028618923746178429 0.0095008810026863382 -0.012621184118749622 -0.014033730205822437
leaf_weight=0.0012607710084863552 0.0010677207140862731 0.0010807667205389483 0.0011373303074219271 0.0016677883944064974 0.0010986699651347183 0.0010384759407826741 0.0010097151203568022
leaf_count=802 368 194 218 706 636 116 81
internal_value=0 -0.00160413 -0.00389535 -0.00720233 -0.0136281 0.00335105 -0.00176995
internal_weight=0 0.00829352 0.00721275 0.00607542 0.00377617 0.00229925 0.00210839
internal_count=3121 2753 2559 2341 1423 918 717
is_linear=0
shrinkage=0.1


Tree=6082
num_leaves=7
num_cat=0
split_feature=13 3 1 12 12 0
split_gain=1.49047e-05 3.18022e-05 4.06269e-05 4.58631e-05 2.65785e-05 3.41166e-05
threshold=-0.23438999999999996 0.097915000000000016 0.11588000000000001 0.092355000000000007 0.086700000000000013 -0.12333499999999999
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=0.010584038542812511 0.01062103572770169 -0.012798928165409826 0.01937387191127175 -0.020422871597358283 0.015977742201374819 -0.011102715980498874
leaf_weight=0.0011499955273328285 0.0012425739640361442 0.0019291138053449397 0.0010958996523885382 0.0010550281242580643 0.0011339506138937959 0.0017286652009546118
leaf_count=169 203 168 254 785 734 808
internal_value=0 -0.00157393 0.00188737 -0.00182632 0.00295297 -0.00201783
internal_weight=0 0.00818523 0.00625612 0.00516022 0.00410519 0.00297124
internal_count=3121 2952 2784 2530 1745 1011
is_linear=0
shrinkage=0.1


Tree=6083
num_leaves=8
num_cat=0
split_feature=50 4 12 3 2 2 43
split_gain=1.4864e-05 3.16614e-05 4.49652e-05 5.3433e-05 5.26536e-05 3.23931e-05 4.16593e-05
threshold=0.088425000000000017 0.27834500000000006 -0.029094999999999999 0.10542000000000001 0.092365000000000017 0.086590000000000014 -0.074359999999999996
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=-0.020735428298743478 -0.01111542289941703 0.016077646211320937 0.010013101609970588 0.018152546985404878 -0.021208458452374127 0.016953722896772386 -0.018063571490569624
leaf_weight=0.001011775342905496 0.001077230699347005 0.0012436771412528899 0.0010518785344812653 0.0015340552027930873 0.0012180510994092616 0.0011180867552671968 0.0010620523581032887
leaf_count=213 560 315 272 106 637 512 506
internal_value=0 0.00137552 -0.00123812 0.00205842 -0.00348964 0.00318805 -0.0040928
internal_weight=0 0.00823958 0.0069959 0.00598412 0.00445007 0.00323202 0.00211393
internal_count=3121 2561 2246 2033 1927 1290 778
is_linear=0
shrinkage=0.1


Tree=6084
num_leaves=8
num_cat=0
split_feature=48 16 52 0 13 52 2
split_gain=4.16521e-05 0.000100932 5.44534e-05 6.26644e-05 6.92365e-05 5.77183e-05 3.28577e-05
threshold=0.11951500000000001 -0.5048999999999999 0.11434500000000002 -0.084269999999999984 -0.076599999999999988 -0.046924999999999988 0.096540000000000015
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=0.00059722166843425976 -0.00038337999587701198 0.00010731670671258396 -0.00046964959207773145 0.00055086624105621059 -0.00016907636530645229 -0.00041709455866284836 0.00028014634202986829
leaf_weight=0.0010703653109391349 0.0010377936114860957 0.001450463494597404 0.0010083912484845905 0.0013113749685636994 0.0016583867414100102 0.0018186797085358315 0.0010055791211264053
leaf_count=192 114 346 437 319 651 718 344
internal_value=0 3.07254e-05 -4.2747e-05 1.66755e-05 0.000182049 -0.000184422 4.93741e-07
internal_weight=0 0.00932324 0.00825288 0.00724448 0.00397534 0.00326914 0.00266397
internal_count=3121 3007 2815 2378 1314 1064 995
is_linear=0
shrinkage=0.00196078


Tree=6085
num_leaves=9
num_cat=0
split_feature=48 16 484 12 15 47 2 43
split_gain=4.90208e-05 0.000123573 5.88115e-05 4.77726e-05 7.65583e-05 8.27042e-05 5.2031e-05 5.47853e-05
threshold=0.11951500000000001 -0.5048999999999999 0.084040000000000017 0.10388500000000002 -0.10203999999999998 0.085270000000000026 0.098260000000000014 -0.0030899999999999994
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=0.00065666463255229315 -0.00040259741231896888 -0.00052931475590857371 0.00038564198309597788 -0.00046677905678411442 5.2331680410421335e-05 0.00053992033748054172 0.00023349770415695919 -0.0005139778583155343
leaf_weight=0.0011046377333208185 0.0010698975665540756 0.0010070580179317957 0.0010830274232003778 0.0011716824354397748 0.0013120948332334447 0.0010952559356099982 0.0014315372221119877 0.0013150061516093367
leaf_count=192 114 298 343 293 965 142 354 420
internal_value=0 4.00682e-05 -4.08661e-05 -0.000103861 -3.48419e-05 6.17769e-05 -6.72539e-05 -0.000231137
internal_weight=0 0.0095203 0.00841566 0.00733263 0.00616095 0.00515389 0.00405864 0.0026271
internal_count=3121 3007 2815 2472 2179 1881 1739 1385
is_linear=0
shrinkage=0.00196078


Tree=6086
num_leaves=7
num_cat=0
split_feature=0 15 16 51 15 13
split_gain=1.64802e-05 3.54029e-05 8.24803e-05 4.99871e-05 3.98186e-05 3.50984e-05
threshold=-0.019414999999999998 -0.0088349999999999974 -0.056919999999999991 0.082455000000000014 0.084050000000000014 0.030370000000000005
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -3 -2
right_child=5 4 -4 -5 -6 -7
leaf_value=-0.0079996906396555528 -0.0036853211035237166 0.020356236884160467 -0.026550966770737913 0.018653151915552734 -0.0049447398900674096 0.021274446202915437
leaf_weight=0.0018935837066465331 0.0012796703748931392 0.0011880690636219362 0.0015387716284654138 0.0011198002433270647 0.0013055867611113238 0.0010065116054364083
leaf_count=476 207 259 777 225 1019 158
internal_value=0 -0.00246775 -0.00771418 0.00190474 0.00710957 0.00730343
internal_weight=0 0.00704581 0.00455216 0.00301338 0.00249366 0.00228618
internal_count=3121 2756 1478 701 1278 365
is_linear=0
shrinkage=0.1


Tree=6087
num_leaves=7
num_cat=0
split_feature=0 15 3 15 48 4
split_gain=1.45504e-05 3.94877e-05 3.37274e-05 4.95567e-05 3.76054e-05 1.82409e-05
threshold=-0.060129999999999996 -1.0000000180025095e-35 -0.08824499999999999 -0.0088349999999999974 0.083985000000000018 -0.39518999999999993
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 4 -4 -3
right_child=1 5 3 -5 -6 -7
leaf_value=-0.018167585383063636 0.021420228793675302 -0.011470526571418985 -0.019226798192749465 0.014423103668301336 0.0026493308956415072 0.0068991838219388387
leaf_weight=0.0011734091201548941 0.0010386111232215289 0.0010832325573693637 0.0013638431914752352 0.0017152630460586628 0.0018539950891261964 0.0010790084764844138
leaf_count=538 259 187 748 874 388 127
internal_value=0 0.00539429 -0.00292951 0.000695085 -0.00662261 -0.00230361
internal_weight=0 0.00320085 0.00610651 0.0049331 0.00321784 0.00216224
internal_count=3121 573 2548 2010 1136 314
is_linear=0
shrinkage=0.1


Tree=6088
num_leaves=9
num_cat=0
split_feature=48 16 16 0 13 13 0 1
split_gain=3.80482e-05 9.82541e-05 5.35703e-05 8.13703e-05 8.64204e-05 4.97388e-05 5.2828e-05 5.71691e-05
threshold=0.11951500000000001 -0.5048999999999999 0.013515000000000001 -0.053834999999999994 0.038215000000000006 0.0076650000000000008 -0.084269999999999984 0.094385000000000011
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 6 7 -3
right_child=-2 2 3 4 -6 -7 -8 -9
leaf_value=0.000588379764608553 -0.00036986239240171712 -0.00049348047681179027 0.00056008608081447849 -0.00039348363472155768 0.00036460224398516888 -0.00056480299460702997 0.00030031964211229298 8.974466669884648e-05
leaf_weight=0.0010655482354063927 0.0010249889520840333 0.0013994730990289298 0.0011708668345179474 0.0013627487508466674 0.0010041686256147542 0.0010226473882812685 0.0010310464866403924 0.0012004515299213977
leaf_count=192 114 827 403 199 126 287 784 189
internal_value=0 2.82822e-05 -4.4576e-05 0.000137286 -7.18644e-05 -0.000182832 -7.52512e-05 -0.000224191
internal_weight=0 0.00925695 0.0081914 0.00353778 0.00236692 0.00465362 0.00363097 0.00259992
internal_count=3121 3007 2815 728 325 2087 1800 1016
is_linear=0
shrinkage=0.00196078


Tree=6089
num_leaves=7
num_cat=0
split_feature=4 4 2 4 0 15
split_gain=1.60352e-05 2.92694e-05 3.69359e-05 3.98754e-05 7.24463e-05 3.36319e-05
threshold=0.26790000000000008 0.098655000000000007 0.11067500000000001 -0.35136499999999998 -0.064339999999999994 -0.090644999999999989
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=-0.020371196684173237 0.008930748208254749 -0.015021559040512264 0.0144423774917128 0.0064018195679327941 0.024477443947114687 -0.016452260603407567
leaf_weight=0.0010736048342352509 0.0016323415496636582 0.0014063615365519245 0.0015313160669986232 0.0010914982170010124 0.0010010170609516091 0.0015702385398406772
leaf_count=180 377 170 336 352 127 1579
internal_value=0 -0.00198391 0.000941525 -0.00342345 0.00154418 -0.00708049
internal_weight=0 0.00767404 0.00626767 0.00473636 0.00366275 0.00266174
internal_count=3121 2744 2574 2238 2058 1931
is_linear=0
shrinkage=0.1


Tree=6090
num_leaves=8
num_cat=0
split_feature=48 16 52 0 13 1 3
split_gain=4.3025e-05 8.79578e-05 9.03876e-05 8.12272e-05 5.58321e-05 5.4661e-05 8.36867e-05
threshold=0.11951500000000001 -0.5048999999999999 0.11434500000000002 -0.077999999999999986 0.0076650000000000008 0.094385000000000011 0.0041950000000000008
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 -3
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=0.00057170327279539447 -0.00038839671551609386 -0.00071482367085167701 -0.00057390440041197265 0.00048158525844975214 -2.312276974367053e-05 0.00011427585582103868 5.7981862810700022e-05
leaf_weight=0.0010457477453408781 0.0010197681872967544 0.0011610450686458224 0.0010348271447991513 0.0019590128709646264 0.0014787940098914942 0.0016898281370106983 0.0010051207269586027
leaf_count=192 114 1239 437 603 232 226 78
internal_value=0 3.5698e-05 -3.16032e-05 4.53372e-05 0.000264482 -0.000150041 -0.000356235
internal_weight=0 0.00937438 0.00832863 0.0072938 0.00343781 0.00385599 0.00216617
internal_count=3121 3007 2815 2378 835 1543 1317
is_linear=0
shrinkage=0.00196078


Tree=6091
num_leaves=7
num_cat=0
split_feature=51 42 16 4 16 51
split_gain=1.58741e-05 2.71921e-05 3.08891e-05 3.70193e-05 5.20803e-05 4.36824e-05
threshold=-0.076794999999999988 0.091735000000000025 0.013515000000000001 -0.077679999999999985 -0.49446999999999991 0.012085000000000002
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=-0.0087108009667255914 0.015405746280358243 -0.013098721554941867 0.015453823490062184 0.014151803679979048 -0.024306260790957084 0.0021001127010976083
leaf_weight=0.0017298299812657245 0.0011801068500540755 0.0010416228221858401 0.0017988569778667673 0.0010117946899839835 0.0014221191996689696 0.0011196791135233519
leaf_count=537 632 566 308 204 655 219
internal_value=0 0.00190641 0.00429899 6.00373e-05 -0.00503609 -0.0126741
internal_weight=0 0.00757418 0.00653256 0.0047337 0.00355359 0.0025418
internal_count=3121 2584 2018 1710 1078 874
is_linear=0
shrinkage=0.1


Tree=6092
num_leaves=8
num_cat=0
split_feature=484 160 52 49 2 52 3
split_gain=1.46797e-05 2.68067e-05 4.82412e-05 4.85095e-05 6.35857e-05 8.33634e-05 3.6727e-05
threshold=0.084040000000000017 -1.0000000180025095e-35 0.10347000000000002 -0.081404999999999991 0.10613000000000002 -0.034054999999999995 -0.055119999999999995
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=-0.015551724364585733 0.011027810504669111 0.017134620399396838 0.020434510364246147 -0.022804760326135442 -0.023594011784932683 -0.00039949265235597592 0.024465842448541147
leaf_weight=0.0011635179204078361 0.0010577449994842942 0.001026690216218872 0.0010657422847194578 0.0010384654133811606 0.0015436265842187656 0.0012807738714715926 0.0011078086380389568
leaf_count=632 368 160 203 390 394 833 141
internal_value=0 -0.00148728 0.000829576 -0.00265426 -0.00674164 0.000849086 0.0111329
internal_weight=0 0.00822662 0.00706311 0.00599736 0.00497067 0.00342705 0.00238858
internal_count=3121 2753 2121 1918 1758 1364 974
is_linear=0
shrinkage=0.1


Tree=6093
num_leaves=8
num_cat=0
split_feature=48 16 52 0 0 2 13
split_gain=5.26639e-05 0.000101639 6.7437e-05 5.473e-05 8.3678e-05 5.91098e-05 4.71477e-05
threshold=0.11951500000000001 -0.5048999999999999 0.11434500000000002 -0.077999999999999986 -0.10607499999999999 0.092875000000000013 0.0076650000000000008
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -5
right_child=-2 2 -4 6 -6 -7 -8
leaf_value=0.00060166898785004913 -0.00042299343416905182 0.00029539016856017306 -0.00050003088266481531 0.0004074812216980473 -0.00057190031487272855 -0.00029191617361880399 -5.3085504128618703e-05
leaf_weight=0.0010897982960161512 0.0010577742849331101 0.0016306909735351073 0.0010483501218860351 0.0019906498106299457 0.0011517714656897053 0.00110552411055336 0.0014973072818780003
leaf_count=192 114 152 437 603 1226 165 232
internal_value=0 3.8199e-05 -3.46936e-05 3.14452e-05 -0.000128532 5.80984e-05 0.00020977
internal_weight=0 0.00951409 0.00842429 0.00737594 0.00388799 0.00273622 0.00348796
internal_count=3121 3007 2815 2378 1543 317 835
is_linear=0
shrinkage=0.00196078


Tree=6094
num_leaves=8
num_cat=0
split_feature=52 52 160 12 3 3 4
split_gain=2.38501e-05 4.81414e-05 6.19956e-05 3.98018e-05 9.22209e-05 7.46524e-05 8.71749e-05
threshold=-0.24456499999999998 -0.081429999999999989 1.0000000180025095e-35 0.088365000000000013 -0.086554999999999979 0.11296500000000002 0.053180000000000012
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 6 -3
right_child=1 2 -4 4 -6 -7 -8
leaf_value=-0.00028729253896204044 0.00036018547277983992 7.1086999050876779e-05 -0.00048383440664447394 0.00015726058833115121 -0.00061326601954881364 -0.00021576024144733067 0.0008020249181988333
leaf_weight=0.001042807741562536 0.001398618726760459 0.0016740039479321497 0.0010262672448970375 0.0014404907925622112 0.0010201001664357501 0.0013848680084886759 0.0010033012638190368
leaf_count=364 407 756 243 288 676 161 226
internal_value=0 2.60439e-05 -3.5863e-05 3.46192e-05 -0.000162181 0.000153827 0.000345001
internal_weight=0 0.00894765 0.00754903 0.00652276 0.00246059 0.00406217 0.00267731
internal_count=3121 2757 2350 2107 964 1143 982
is_linear=0
shrinkage=0.00196078


Tree=6095
num_leaves=8
num_cat=0
split_feature=48 16 16 160 2 16 51
split_gain=5.0705e-05 9.18945e-05 5.2435e-05 0.000133162 9.08204e-05 6.26585e-05 4.80435e-05
threshold=0.11951500000000001 -0.5048999999999999 -0.008904999999999998 -0.063384999999999983 0.084055000000000005 0.38525000000000004 0.081440000000000026
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
leaf_value=0.00058157107687293881 -0.00042064845512678866 0.00012425288470382489 0.00065282821435901463 -0.00036476020280419271 -0.00074228841094815194 0.00020651275922213799 -0.00015697176183852981
leaf_weight=0.0010524482102907537 0.0010397048758627554 0.0018550829898736952 0.0012601706880722629 0.0016385779972030803 0.001146294077392244 0.001343311612506127 0.0010179348920312799
leaf_count=192 114 585 318 449 909 278 276
internal_value=0 3.58932e-05 -3.36228e-05 0.000118433 -0.000194105 -0.000107407 -0.000466987
internal_weight=0 0.00931382 0.00826137 0.00424206 0.00401931 0.00298189 0.00216423
internal_count=3121 3007 2815 1045 1770 727 1185
is_linear=0
shrinkage=0.00196078


Tree=6096
num_leaves=9
num_cat=0
split_feature=48 16 52 0 0 2 12 2
split_gain=4.35343e-05 0.000103411 5.16103e-05 4.96485e-05 6.56918e-05 6.38007e-05 5.02512e-05 1.49502e-05
threshold=0.11951500000000001 -0.5048999999999999 0.11434500000000002 -0.077999999999999986 -0.10607499999999999 0.092875000000000013 0.095175000000000023 0.092120000000000021
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 -5
right_child=-2 2 -4 6 -6 -7 -8 -9
leaf_value=0.00061661848275712387 -0.00039201270926057498 0.00028888284271343464 -0.00045254847158266424 -0.00015382898877432875 -0.00053254744683478756 -0.00033643223417096648 0.00051532688007118496 0.00017518737211778997
leaf_weight=0.0010505592129675277 0.001005034725303681 0.0015541336383143936 0.0010075185956305585 0.001039223246570402 0.0011132255137377457 0.0010519173074115071 0.0012065108365445355 0.0010856774091850846
leaf_count=192 114 152 437 252 1226 165 342 241
internal_value=0 3.80011e-05 -3.7434e-05 2.18844e-05 -0.000133838 3.6478e-05 0.000195737 1.42756e-05
internal_weight=0 0.00910877 0.00805821 0.00705069 0.00371928 0.00260605 0.00333141 0.0021249
internal_count=3121 3007 2815 2378 1543 317 835 493
is_linear=0
shrinkage=0.00196078


Tree=6097
num_leaves=9
num_cat=0
split_feature=159 1 484 457 151 13 2 13
split_gain=4.55522e-05 8.80212e-05 4.72657e-05 5.66029e-05 7.67848e-05 6.49366e-05 6.16044e-05 5.28321e-05
threshold=-0.032739999999999991 0.13146500000000003 0.084040000000000017 0.045365000000000009 -0.0017399999999999998 -0.13710499999999998 0.083995000000000014 0.0076650000000000008
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=-0.00051463678064265388 -0.00074144852852216789 0.00046726819254948684 0.0002562596463367382 0.00018923882407773009 -0.00056170710557237316 -0.00032061358640020354 0.0004364934951547052 -0.00016122318455640225
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leaf_count=421 235 216 271 216 104 518 868 272
internal_value=0 -7.70879e-05 -0.000140893 -0.000193358 -0.000267194 -0.000170795 -5.17873e-05 0.000162368
internal_weight=0 0.00974342 0.00872119 0.00770353 0.00645735 0.00536653 0.00411406 0.00228987
internal_count=3121 2700 2484 2213 1997 1762 1658 1140
is_linear=0
shrinkage=0.00196078


Tree=6098
num_leaves=7
num_cat=0
split_feature=4 15 12 52 16 15
split_gain=1.59079e-05 5.29616e-05 3.07996e-05 4.7609e-05 5.20927e-05 6.34267e-05
threshold=0.24564500000000003 -0.15914499999999995 0.098810000000000023 0.096795000000000006 0.071345000000000006 -0.0063699999999999989
decision_type=2 2 2 2 2 2
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right_child=1 -3 -4 -5 -6 -7
leaf_value=-0.01223138084341472 0.022081485030130601 -0.0093326998056263849 -0.017768527061876406 0.017381707508826932 -0.021180238604103129 0.014851780232908306
leaf_weight=0.0016253085260182465 0.0011446741007550324 0.0010103862592036003 0.0011089255720519641 0.0012928158437887933 0.0013167830110291552 0.0018478087412432376
leaf_count=641 263 163 404 428 399 823
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internal_weight=0 0.00215506 0.00719164 0.00608272 0.0047899 0.00347312
internal_count=3121 426 2695 2291 1863 1464
is_linear=0
shrinkage=0.1


Tree=6099
num_leaves=7
num_cat=0
split_feature=52 12 3 1 15 3
split_gain=1.806e-05 4.35267e-05 7.67404e-05 6.74798e-05 3.61837e-05 4.24238e-05
threshold=0.11434500000000002 0.095110000000000014 0.12178000000000001 0.094385000000000011 -0.0063699999999999989 -0.084074999999999997
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=-0.020318875865564315 -0.011161414427873387 0.014825144332492123 -0.027622189795686952 0.018461272988162174 -0.012543746492651026 0.014972906681861065
leaf_weight=0.0011346111484781124 0.0012873284851336745 0.0018993412380210331 0.001014714201329453 0.0017428317038319556 0.0010904165574472373 0.0011524904634336297
leaf_count=646 501 558 151 403 475 387
internal_value=0 0.00159669 -0.00249868 0.00248012 -0.0057663 0.00159535
internal_weight=0 0.00803441 0.00613506 0.00512035 0.00337752 0.00224291
internal_count=3121 2620 2062 1911 1508 862
is_linear=0
shrinkage=0.1


Tree=6100
num_leaves=7
num_cat=0
split_feature=50 484 43 43 48 4
split_gain=1.80043e-05 2.67362e-05 2.86015e-05 6.90341e-05 5.84735e-05 5.49581e-05
threshold=0.088425000000000017 0.073690000000000019 -0.14968999999999996 -0.00067499999999999993 0.085875000000000021 0.053180000000000012
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=0.011250287651796769 -0.012272561851491762 0.015746470406065166 -0.02425553770227333 -0.0020054066869983462 -0.014061924195145637 0.02636083669966028
leaf_weight=0.0015354051503303889 0.001082438580453573 0.0011281002555963522 0.0013079859372818114 0.0015375640236820691 0.0014743060935835236 0.0012289156834482987
leaf_count=212 560 342 1190 434 167 216
internal_value=0 0.00144804 -0.000828879 -0.00417132 0.00202326 0.0105953
internal_weight=0 0.00821228 0.00708418 0.00554877 0.00424079 0.00276648
internal_count=3121 2561 2219 2007 817 650
is_linear=0
shrinkage=0.1


Tree=6101
num_leaves=9
num_cat=0
split_feature=15 151 160 13 52 4 47 13
split_gain=4.63739e-05 7.58578e-05 5.81707e-05 0.000105938 6.72364e-05 5.5573e-05 0.000128729 4.83834e-05
threshold=-0.24436499999999997 -0.086944999999999981 -0.082299999999999984 -0.084034999999999985 0.077655000000000016 0.0061450000000000003 0.092710000000000015 -0.13710499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 7 5 -5 -7 -4
right_child=1 2 3 4 -6 6 -8 -9
leaf_value=0.00039042882550604981 0.00046388584773503455 -0.00054429862646135385 4.4764439142830878e-05 -0.00057489439095340588 0.0002276373577190692 0.00030846873947741659 -0.00063586272349391772 0.00057947102193748256
leaf_weight=0.0010407458518874825 0.0010115881313787082 0.0010161589178902331 0.0015299130990315234 0.0018541054803822917 0.0010730368507394401 0.0012344557897163507 0.0010083211173064904 0.0011320274791030002
leaf_count=253 248 484 158 753 514 238 78 395
internal_value=0 -4.47669e-05 -0.000102921 -4.56535e-05 -0.00020929 -0.000323729 -0.000116089 0.000272156
internal_weight=0 0.00985961 0.00884802 0.00783186 0.00516992 0.00409688 0.00224278 0.00266194
internal_count=3121 2868 2620 2136 1583 1069 316 553
is_linear=0
shrinkage=0.00196078


Tree=6102
num_leaves=9
num_cat=0
split_feature=11 13 12 0 16 12 49 12
split_gain=3.84451e-05 5.07825e-05 6.57992e-05 9.28216e-05 7.25483e-05 7.15392e-05 3.56666e-05 2.47536e-05
threshold=0.078340000000000007 -0.094514999999999988 -0.010834999999999999 -0.053834999999999994 0.013515000000000001 0.084100000000000022 -0.009244999999999998 0.088305000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 -3 4 5 6 -4 -1
right_child=-2 2 3 -5 -6 -7 -8 -9
leaf_value=7.7930423364788262e-05 -0.00036542045998077231 0.00037089509327649123 -0.00023808783749438371 -0.00059430233389904839 0.00044132443434218021 -0.00057608513204461022 0.00023663135700479959 0.00050213412774592376
leaf_weight=0.0010287561829289932 0.0010565827722072334 0.0011895262077031244 0.0010423133844811138 0.0013133978424475163 0.001079785725887536 0.0010241800475118351 0.0014619228457981328 0.0010884097904543962
leaf_count=243 208 320 113 274 337 1323 212 91
internal_value=0 2.94343e-05 -4.99317e-05 -0.000134467 -3.40793e-06 -0.000139507 3.90437e-05 0.000296008
internal_weight=0 0.00922829 0.00711113 0.0059216 0.0046082 0.00352842 0.00250424 0.00211717
internal_count=3121 2913 2579 2259 1985 1648 325 334
is_linear=0
shrinkage=0.00196078


Tree=6103
num_leaves=7
num_cat=0
split_feature=1 48 12 15 52 4
split_gain=3.05304e-05 6.65183e-05 9.36799e-05 5.02963e-05 9.30531e-05 4.1233e-05
threshold=0.111945 0.10358500000000001 0.051320000000000005 1.0000000180025095e-35 -0.077024999999999996 -0.0016099999999999997
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=0.00042612636917404765 0.00077289792461787796 -0.00025190899088838145 -5.1980125256567353e-05 -0.00035844191283367224 5.5212036088544722e-05 -0.0003523403880143408
leaf_weight=0.0015159997784466831 0.0010311292169434367 0.0010614774445600926 0.0010877021811487369 0.0018718643011439284 0.0019134842159405621 0.0019042005096516219
leaf_count=595 262 97 138 1156 396 477
internal_value=0 0.000148735 0.000349447 -8.19128e-05 1.51355e-05 -0.000148069
internal_weight=0 0.00318031 0.00211883 0.00720555 0.00533368 0.00381768
internal_count=3121 497 400 2624 1468 873
is_linear=0
shrinkage=0.00196078


Tree=6104
num_leaves=8
num_cat=0
split_feature=15 0 0 12 150 2 3
split_gain=3.89728e-05 2.86176e-05 8.24234e-05 4.30339e-05 4.04375e-05 5.25411e-05 4.0706e-05
threshold=0.091650000000000023 -0.077999999999999986 -0.053834999999999994 0.051320000000000005 0.081835000000000019 0.091545000000000015 -0.075944999999999985
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=-0.00024932107022632903 -0.00037947315804106837 0.00059503252002878816 0.0002490700312447944 -0.00022719300757771351 0.00019317695865262574 -0.00042967973362814345 0.00028752440242378315
leaf_weight=0.0010512023841591899 0.0010101519715506576 0.0011487880235350701 0.0012758681734105202 0.0017030690272830692 0.0016237606236867031 0.0017328420905823282 0.0011232855314960216
leaf_count=944 497 365 231 227 311 382 164
internal_value=0 2.53046e-05 0.000148852 -2.32112e-05 -6.68962e-05 -0.000174974 2.79997e-05
internal_weight=0 0.00965882 0.00412773 0.00297894 0.00553109 0.00390733 0.00217449
internal_count=3121 2624 823 458 1801 1490 1108
is_linear=0
shrinkage=0.00196078


Tree=6105
num_leaves=9
num_cat=0
split_feature=11 159 3 43 13 3 2 4
split_gain=6.97116e-05 8.06939e-05 0.000122816 6.04887e-05 0.00010282 5.27937e-05 7.86051e-05 5.19341e-05
threshold=0.079915000000000014 0.091005000000000016 -0.12018999999999998 -0.069134999999999988 -0.0030199999999999997 0.0051600000000000005 0.10613000000000002 0.053180000000000012
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=0.00070470422836169555 -0.00049493432916130242 -0.00048999778938789548 0.00060178307809278619 -0.00045766893186738929 -0.00015361489002970176 0.00031052124907276915 3.0792109780947475e-05 -0.00056650136149470349
leaf_weight=0.001113136996075177 0.001047225381271299 0.0010090985759530812 0.0014633884248312292 0.0012920225417632361 0.0013155319334623946 0.0017460187716390723 0.0012176997587068639 0.0010357020450103213
leaf_count=116 199 362 782 1062 256 173 73 98
internal_value=0 3.63165e-05 9.41488e-05 9.93553e-06 0.00024418 -0.000113083 -1.76404e-06 -0.000243734
internal_weight=0 0.0101926 0.0091835 0.00807036 0.00277892 0.00529144 0.00399942 0.0022534
internal_count=3121 2922 2560 2444 1038 1406 344 171
is_linear=0
shrinkage=0.00196078


Tree=6106
num_leaves=9
num_cat=0
split_feature=48 48 1 160 13 43 15 16
split_gain=4.14823e-05 9.62766e-05 7.81997e-05 4.55818e-05 5.07229e-05 6.10634e-05 2.14101e-05 1.56939e-11
threshold=0.11951500000000001 0.093265000000000015 0.111945 -0.080409999999999995 -0.084034999999999985 -1.0000000180025095e-35 -0.053579999999999996 -0.092484999999999984
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -4 -7
right_child=-2 -3 6 4 5 7 -8 -9
leaf_value=-0.00050568232989273306 -0.00037532267448343366 0.00057828281848869777 0.0004907578764771519 0.00018245415980436844 -0.00054745589523723815 -2.6220150499821278e-06 9.4735588032047798e-05 -2.9681178580505414e-06
leaf_weight=0.0011167086009527243 0.0010621095198894157 0.0011020652321585373 0.0010373634992155356 0.0019391101169968319 0.0013032652547636768 0.001001180043918795 0.0010623481605498706 0.0010137369759751988
leaf_count=509 114 239 280 462 914 117 95 391
internal_value=0 3.31071e-05 -3.77968e-05 -0.000145908 -6.94874e-05 -0.000216719 0.000290391 -2.79614e-06
internal_weight=0 0.00957578 0.00847371 0.006374 0.00525729 0.00331818 0.00209971 0.00201492
internal_count=3121 3007 2768 2393 1884 1422 375 508
is_linear=0
shrinkage=0.00196078


Tree=6107
num_leaves=7
num_cat=0
split_feature=11 13 12 16 52 1
split_gain=1.74267e-05 3.23477e-05 3.97337e-05 6.40406e-05 6.88262e-05 3.96522e-05
threshold=0.078065000000000009 -0.084034999999999985 0.051320000000000005 -0.074319999999999983 -0.067494999999999986 0.08844500000000001
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 4 -6 -7
leaf_value=-7.8001974922573607e-05 -0.012637632494191113 -0.012679627890101006 -0.015223140910657657 -0.0062234401058166126 0.027207645910691022 0.025451852900241274
leaf_weight=0.0014152667490942039 0.0010021682042667983 0.0016450849053331507 0.0017750788105137432 0.0010873020683728845 0.0014201566591690634 0.0010670726538852221
leaf_count=584 211 242 1451 217 141 275
internal_value=0 0.00131268 -0.00270074 0.00265218 0.012711 0.0108964
internal_weight=0 0.00840996 0.00592762 0.00415254 0.00250746 0.00248234
internal_count=3121 2910 2051 600 358 859
is_linear=0
shrinkage=0.1


Tree=6108
num_leaves=8
num_cat=0
split_feature=52 160 0 0 16 0 3
split_gain=1.90609e-05 6.92707e-05 4.68623e-05 6.31846e-05 3.80839e-05 5.76793e-05 1.29227e-05
threshold=-0.046924999999999988 -1.0000000180025095e-35 -0.14794999999999997 -0.053834999999999994 -0.056919999999999991 -0.11756999999999999 -0.078934999999999991
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=-0.010846993885488246 -0.025116742472241695 -0.0077621650510816837 0.031921239741248074 -0.0028690984530423706 -0.011424429511106194 0.010293295068444924 0.026136281300735503
leaf_weight=0.001069801339424956 0.001185255283253861 0.0014546646087364628 0.0010663411603522473 0.0010226826281126496 0.00152905897969443 0.0010252538888082172 0.0010341770377834288
leaf_count=93 743 200 580 280 206 701 318
internal_value=0 -0.00336313 0.00617338 0.0148896 0.00174946 0.00748171 0.0182491
internal_weight=0 0.00622841 0.00315883 0.00208902 0.00504315 0.0035141 0.00205943
internal_count=3121 2168 953 860 1425 1219 1019
is_linear=0
shrinkage=0.1


Tree=6109
num_leaves=7
num_cat=0
split_feature=50 4 151 16 52 3
split_gain=1.87503e-05 2.96357e-05 4.38137e-05 5.48389e-05 3.88431e-05 4.74584e-05
threshold=0.088425000000000017 0.27834500000000006 -0.024429999999999997 -0.092484999999999984 -0.12005499999999998 -0.082094999999999987
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=0.0011873260558416966 0.0010788923492009985 0.0012528920299561073 0.0018004232856020652 0.0010198736591032018 0.0011605450208074387 0.0018581121081783965
leaf_count=364 560 315 362 371 607 542
internal_value=0 0.00147838 -0.00104805 -0.00460895 0.00186176 0.00756225
internal_weight=0 0.00827917 0.00702628 0.00583895 0.00403853 0.00301866
internal_count=3121 2561 2246 1882 1520 1149
is_linear=0
shrinkage=0.1


Tree=6110
num_leaves=7
num_cat=0
split_feature=15 16 2 48 1 0
split_gain=3.73127e-05 4.77811e-05 6.74832e-05 7.99824e-05 7.93608e-05 3.75292e-05
threshold=-0.24436499999999997 -0.36241499999999999 0.11067500000000001 0.083985000000000018 0.095285000000000022 -0.014954999999999998
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3
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leaf_value=0.00034645207403735646 -0.00034413117106328622 -0.00022548509774597154 0.00035471786074629596 0.0003394690885014397 0.00012172456160481433 -0.00068254046493728912
leaf_weight=0.0010178746129714542 0.0017223371544650016 0.0017897793670408569 0.0017592957460282862 0.0013493388936493163 0.0018004867680832832 0.0011247672533705854
leaf_count=253 248 1503 352 379 290 96
internal_value=0 -4.84707e-05 1.66173e-05 -8.14669e-05 -0.000201929 -0.00040187
internal_weight=0 0.00954601 0.00782367 0.00606437 0.00471503 0.00291455
internal_count=3121 2868 2620 2268 1889 1599
is_linear=0
shrinkage=0.00196078


Tree=6111
num_leaves=8
num_cat=0
split_feature=48 16 52 0 0 2 13
split_gain=2.9707e-05 7.73425e-05 6.61801e-05 6.31043e-05 9.54403e-05 7.18533e-05 5.63972e-05
threshold=0.11951500000000001 -0.5048999999999999 0.11434500000000002 -0.077999999999999986 -0.10607499999999999 0.092875000000000013 0.0076650000000000008
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -5
right_child=-2 2 -4 6 -6 -7 -8
leaf_value=0.00053231421889577476 -0.00032876040158152822 0.00032093634406797167 -0.00050618841944083533 0.00044480360673934363 -0.00062254026685249202 -0.00033889311494994929 -6.5535870884764411e-05
leaf_weight=0.0010301204719524023 0.0010068471333592273 0.0015924888311032118 0.0010157073466314859 0.0019148913950066881 0.0011305347827722345 0.001054790874492232 0.0014728906830317819
leaf_count=192 114 152 437 603 1226 165 232
internal_value=0 2.59737e-05 -3.77804e-05 2.86154e-05 -0.000145634 5.80317e-05 0.000222926
internal_weight=0 0.00921142 0.0081813 0.0071656 0.00377781 0.00264728 0.00338778
internal_count=3121 3007 2815 2378 1543 317 835
is_linear=0
shrinkage=0.00196078


Tree=6112
num_leaves=7
num_cat=0
split_feature=16 1 150 16 16 43
split_gain=1.85961e-05 6.40937e-05 5.89811e-05 6.47423e-05 4.40885e-05 2.80378e-05
threshold=0.38525000000000004 0.077565000000000009 0.080470000000000014 -0.36241499999999999 -0.056919999999999991 -1.0000000180025095e-35
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=-0.027978253929695381 0.010638961088704107 -0.022482606935677565 0.02185046842004882 0.016063427079321006 -0.0071746220406211205 -0.0055363472592049635
leaf_weight=0.0010771970417973371 0.0013678969374018813 0.0011446711071946402 0.0013531868879971065 0.0017372124890164366 0.0015403839245647412 0.0011521370358192717
leaf_count=1154 311 212 295 388 404 357
internal_value=0 -0.0019776 0.00358179 -0.00200831 0.00514216 -0.0163801
internal_weight=0 0.00800479 0.00577545 0.00442227 0.0032776 0.00222933
internal_count=3121 2810 1299 1004 792 1511
is_linear=0
shrinkage=0.1


Tree=6113
num_leaves=8
num_cat=0
split_feature=50 15 16 0 0 4 43
split_gain=1.85067e-05 2.94709e-05 4.584e-05 3.80458e-05 5.03494e-05 4.29522e-05 2.30728e-05
threshold=0.088425000000000017 -0.15026499999999995 -0.36241499999999999 -0.10607499999999999 -0.060129999999999996 0.0052350000000000009 -0.074359999999999996
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=0.017079473467920225 -0.012444039540439468 -0.019385021641893312 -0.0020513035400745441 -0.021336110924017507 0.013113873835547277 0.02604431211361426 -0.0050776548360190014
leaf_weight=0.0010567545521998649 0.0010785324326152536 0.0011210718605581572 0.0010050097535193787 0.0011085693172269181 0.0013700651656515757 0.0011865827960903033 0.0014196393340663957
leaf_count=326 560 216 173 1381 139 74 252
internal_value=0 0.00148346 -0.000802113 0.00261878 -0.00330765 0.0131604 0.00385647
internal_weight=0 0.00826769 0.00721094 0.00608987 0.00389827 0.00219159 0.0027897
internal_count=3121 2561 2235 2019 1772 247 391
is_linear=0
shrinkage=0.1


Tree=6114
num_leaves=7
num_cat=0
split_feature=13 3 39 42 49 0
split_gain=1.68709e-05 3.52898e-05 5.05562e-05 3.52996e-05 3.61042e-05 6.25591e-05
threshold=-0.23438999999999996 0.10893000000000001 0.0046100000000000004 0.091735000000000025 -0.069799999999999987 -0.083914999999999976
decision_type=2 2 2 2 2 2
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right_child=1 -3 -4 -5 5 -7
leaf_value=0.011280622584431774 -0.015078709834460805 -0.01596019903582243 0.021040965354308317 -0.019266226713843444 0.018002833807542477 -0.0085390546402415914
leaf_weight=0.0011409225260724095 0.0010488855744494223 0.0014316815285513006 0.0010904581486709895 0.0010251042525917797 0.0019660116853640512 0.0016195756226377953
leaf_count=169 161 111 328 527 911 914
internal_value=0 -0.00169979 0.00132484 -0.00247396 0.00124033 0.00601412
internal_weight=0 0.00818172 0.00675004 0.00565958 0.00463447 0.00358559
internal_count=3121 2952 2841 2513 1986 1825
is_linear=0
shrinkage=0.1


Tree=6115
num_leaves=9
num_cat=0
split_feature=15 151 0 12 51 47 12 16
split_gain=5.061e-05 4.16956e-05 5.17078e-05 7.90681e-05 6.3597e-05 5.22888e-05 4.76585e-05 3.22252e-05
threshold=-0.24436499999999997 -0.085764999999999994 -0.019414999999999998 0.086850000000000024 0.078435000000000019 1.0000000180025095e-35 0.092355000000000007 0.24134000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -5 -4
right_child=1 2 7 6 -6 -7 -8 -9
leaf_value=0.00040259829826703222 0.00032243659307508611 -0.00031154211033508302 -5.4894524248908526e-05 0.00040745322930239543 -1.1547395080137794e-05 -0.00088903084401897848 -0.00015506247583428921 0.00040832301918822218
leaf_weight=0.0010277690135439355 0.0010022213530413568 0.0014170110004685715 0.0013294096466712462 0.0010044825851643407 0.0012311504095785333 0.0010491173254035483 0.001367294411661149 0.0010207680115857098
leaf_count=253 275 641 154 662 168 99 742 127
internal_value=0 -5.56316e-05 -0.000100637 -0.000196259 -0.000375512 -0.000557212 8.31712e-05 0.000146298
internal_weight=0 0.00942145 0.00841923 0.00606906 0.00369728 0.00246613 0.00237178 0.00235018
internal_count=3121 2868 2593 2312 908 740 1404 281
is_linear=0
shrinkage=0.00196078


Tree=6116
num_leaves=9
num_cat=0
split_feature=48 16 16 133 52 13 2 16
split_gain=4.17942e-05 0.000116251 5.02357e-05 0.000116291 0.000143766 5.92558e-05 5.51402e-05 6.41184e-05
threshold=0.11951500000000001 -0.5048999999999999 0.0065250000000000004 1.0000000180025095e-35 -0.07167999999999998 0.0076650000000000008 0.092875000000000013 -0.088159999999999988
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=0.00062441335885920146 -0.0003751843824520431 0.00043829147329391312 -5.2590304997553542e-05 -0.00043474092295029256 0.00086931866609427587 -0.00058597719061202519 -0.0004255553300348684 -0.00018136763674959306
leaf_weight=0.001132208597835479 0.0010641425817892588 0.0011623058901694273 0.0015115533146272118 0.0010207795875523144 0.0011414412031422975 0.0010611122996924526 0.0011134558985234043 0.0014341667231015682
leaf_count=192 114 417 314 269 168 278 428 941
internal_value=0 3.44227e-05 -4.46782e-05 0.000127664 0.000344058 -0.000177384 -6.05186e-05 9.60216e-05
internal_weight=0 0.00957702 0.00844481 0.00367377 0.00265299 0.00477104 0.00370993 0.00259647
internal_count=3121 3007 2815 751 482 2064 1786 1358
is_linear=0
shrinkage=0.00196078


Tree=6117
num_leaves=9
num_cat=0
split_feature=48 16 15 48 1 4 0 4
split_gain=4.49406e-05 9.56593e-05 5.76401e-05 6.70523e-05 4.44111e-05 0.000110488 6.57574e-05 5.37949e-05
threshold=0.11951500000000001 -0.5048999999999999 -0.14147499999999996 0.016865000000000002 0.095285000000000022 -0.076779999999999987 -0.087319999999999995 -0.35136499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 7 -6 -4
right_child=-2 2 3 -5 6 -7 -8 -9
leaf_value=0.00058718441821581694 -0.00039693037780231882 -0.00045148164906195148 -0.00029868000716273276 0.00038707359183314948 0.00048001011179637707 -0.00074428816322983293 -0.00020153948540175081 0.00027616066964530016
leaf_weight=0.0010771359341259874 0.0010158417177155788 0.0011018913786523905 0.0011401595868047291 0.0015811778866541854 0.0011290931444282518 0.0010326983668035236 0.0010507763670764636 0.0013876836315605743
leaf_count=192 114 334 80 338 90 932 260 781
internal_value=0 3.69749e-05 -3.3382e-05 2.95415e-05 -6.89395e-05 -0.000203886 0.000151478 1.68843e-05
internal_weight=0 0.00950062 0.00842348 0.00732159 0.00574041 0.00356054 0.00217987 0.00252784
internal_count=3121 3007 2815 2481 2143 1793 350 861
is_linear=0
shrinkage=0.00196078


Tree=6118
num_leaves=9
num_cat=0
split_feature=4 4 15 2 47 4 0 1
split_gain=3.83423e-05 6.82161e-05 6.59004e-05 4.28757e-05 4.69279e-05 0.000104734 6.5103e-05 4.4576e-05
threshold=0.24564500000000003 0.098655000000000007 -0.15026499999999995 0.10981000000000002 0.085270000000000026 -0.35136499999999998 -0.077999999999999986 0.086560000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 -1 7 -7
right_child=2 -3 -4 -5 -6 6 -8 -9
leaf_value=-0.00082804539387240129 0.00041337495532453301 -0.0006541276867525949 -0.0002410221955380983 0.00016367148132806969 0.00017596923768865077 -1.6786889772362043e-05 0.00028163320943917498 -0.00057982416772715123
leaf_weight=0.0010385538577289415 0.0012609699697325337 0.0010083942443210141 0.001114642362001067 0.0016873947661041489 0.0010525798056638764 0.0010436423979369072 0.0010761305306880992 0.0011216170820815428
leaf_count=153 266 121 160 352 271 1097 409 292
internal_value=0 -0.000177245 0.00010633 -0.000108741 -0.000194942 -0.000286162 -0.00011254 -0.000308443
internal_weight=0 0.00802831 0.00237561 0.00701992 0.00533252 0.00427994 0.00324139 0.00216526
internal_count=3121 2695 426 2574 2222 1951 1798 1389
is_linear=0
shrinkage=0.00196078


Tree=6119
num_leaves=8
num_cat=0
split_feature=48 16 52 0 0 2 13
split_gain=2.82703e-05 8.88708e-05 6.40928e-05 6.18884e-05 6.43006e-05 8.08501e-05 6.22337e-05
threshold=0.11951500000000001 -0.5048999999999999 0.11434500000000002 -0.077999999999999986 -0.10607499999999999 0.092875000000000013 0.0076650000000000008
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -5
right_child=-2 2 -4 6 -6 -7 -8
leaf_value=0.00056167230018326002 -0.00031768729326684455 0.00029850481008352327 -0.00049991898311087983 0.00043997937845879724 -0.00053036295060975274 -0.00039478587535544572 -9.0813130644828587e-05
leaf_weight=0.001055094556880228 0.0010235890934384958 0.0016040696609670945 0.0010312539984014338 0.0019803186210323133 0.0011782874071316484 0.0010835721440939049 0.0014868991099517932
leaf_count=192 114 152 437 603 1226 165 232
internal_value=0 2.54225e-05 -4.22207e-05 2.21451e-05 -0.000148445 1.89919e-05 0.000212352
internal_weight=0 0.0094195 0.0083644 0.00733315 0.00386593 0.00268764 0.00346722
internal_count=3121 3007 2815 2378 1543 317 835
is_linear=0
shrinkage=0.00196078


Tree=6120
num_leaves=8
num_cat=0
split_feature=11 3 133 1 3 4 3
split_gain=5.1475e-05 7.1674e-05 6.91652e-05 9.44103e-05 0.000129964 5.65765e-05 8.86775e-05
threshold=0.079915000000000014 -0.12018999999999998 0.083950000000000011 0.095285000000000022 0.013900000000000001 0.053925000000000008 0.11296500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5 -7
right_child=-2 2 -4 5 -6 6 -8
leaf_value=0.00045554444263937573 -0.00043023737028887685 -0.00090364313636041144 0.00032788411415020862 0.00035444275954532193 -1.348152481869534e-05 0.00019682570973477079 -0.00051692833862253913
leaf_weight=0.0013437730475602877 0.0010091686601287958 0.0011564473190801318 0.0016551091073447712 0.0015731932343566453 0.0013867643242892018 0.0015439661046385881 0.0011812367860379886
leaf_count=158 199 1087 965 283 136 163 130
internal_value=0 3.47549e-05 -3.17938e-05 -0.000118806 -0.000418255 5.8367e-05 -0.00011255
internal_weight=0 0.00984049 0.00849672 0.00684161 0.00254321 0.0042984 0.0027252
internal_count=3121 2922 2764 1799 1223 576 293
is_linear=0
shrinkage=0.00196078


Tree=6121
num_leaves=7
num_cat=0
split_feature=42 49 42 52 15 13
split_gain=1.73706e-05 3.8693e-05 4.35399e-05 4.91909e-05 4.76724e-05 2.87129e-05
threshold=-1.0000000180025095e-35 -0.047584999999999995 0.091545000000000015 -0.0064899999999999992 -0.095869999999999983 -0.084319999999999992
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6
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leaf_value=-0.009981468680954635 0.014268932922307338 -0.01280414637667616 -0.021057820320103778 -0.0070323366386387991 0.0055278015736961103 0.028664872928928067
leaf_weight=0.0015277212142894648 0.0018621110523879382 0.0016085194627262793 0.0010197020486989606 0.0012595603222087023 0.0010390122388693774 0.0011087119386479257
leaf_count=862 360 596 620 191 285 207
internal_value=0 0.00166744 -0.00222045 0.00160915 0.00841341 0.0174718
internal_weight=0 0.00789762 0.00603551 0.0050158 0.00340728 0.00214772
internal_count=3121 2259 1899 1279 683 492
is_linear=0
shrinkage=0.1


Tree=6122
num_leaves=7
num_cat=0
split_feature=4 15 42 43 151 1
split_gain=1.98812e-05 5.04263e-05 2.6845e-05 5.95657e-05 9.53061e-05 8.25507e-05
threshold=0.24564500000000003 -0.15914499999999995 -1.0000000180025095e-35 -0.074359999999999996 -0.0038099999999999996 0.083835000000000007
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 -6
right_child=1 -3 3 4 5 -7
leaf_value=-0.015840243151299546 0.022531406780606396 -0.0081266004755565016 0.016118972148002123 0.020815193514107495 0.003324153125540063 -0.028557300579230421
leaf_weight=0.00128107037261589 0.0011503275743949865 0.0010054122818629638 0.0016732865396327451 0.0010057373389539452 0.0014639800348825772 0.0018241278553885784
leaf_count=797 263 163 785 133 530 450
internal_value=0 0.00823286 -0.00270576 0.000114059 -0.00612296 -0.0143626
internal_weight=0 0.00215574 0.0072482 0.00596713 0.00429385 0.00328811
internal_count=3121 426 2695 1898 1113 980
is_linear=0
shrinkage=0.1


Tree=6123
num_leaves=7
num_cat=0
split_feature=1 42 151 16 4 13
split_gain=1.90281e-05 3.85666e-05 3.1487e-05 6.3475e-05 3.79571e-05 4.20246e-05
threshold=0.12500000000000003 0.091545000000000015 -0.044604999999999992 -0.25582999999999995 -0.0029599999999999995 -0.0034749999999999994
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=-0.014482101675228018 0.010369550703625033 -0.020412539001631629 0.02383408500572369 0.015000643375180426 -0.013319743301214479 -0.010389329163180111
leaf_weight=0.0011595194256037566 0.0014459614591077396 0.0010047525744850275 0.0012196498110393214 0.0017297833871335268 0.0017663260023680757 0.0010461586489078974
leaf_count=414 279 601 171 804 381 471
internal_value=0 -0.00210449 0.000553198 0.00357888 -0.00185987 0.00543202
internal_weight=0 0.00792619 0.00692144 0.00576192 0.00454227 0.00277594
internal_count=3121 2842 2241 1827 1656 1275
is_linear=0
shrinkage=0.1


Tree=6124
num_leaves=6
num_cat=0
split_feature=1 4 48 0 16
split_gain=1.77137e-05 4.39003e-05 4.27821e-05 6.22835e-05 5.945e-05
threshold=0.111945 0.24564500000000003 0.083985000000000018 -0.10224499999999999 -0.056919999999999991
decision_type=2 2 2 2 2
left_child=2 -2 3 -1 -5
right_child=1 -3 -4 4 -6
leaf_value=-0.025513122637856267 -0.003440558614012202 0.022108500821887839 0.010136690358641988 0.015159850778459478 -0.011992451099306332
leaf_weight=0.0014226517686597843 0.0017400922885955853 0.0010962272485119983 0.0017889111909990523 0.0013995119362389928 0.0019026653698876247
leaf_count=286 221 276 446 965 927
internal_value=0 0.00643406 -0.00303418 -0.00802093 -0.000484901
internal_weight=0 0.00283632 0.00651374 0.00472483 0.00330218
internal_count=3121 497 2624 2178 1892
is_linear=0
shrinkage=0.1


Tree=6125
num_leaves=7
num_cat=0
split_feature=16 1 150 16 16 43
split_gain=1.90244e-05 5.82303e-05 4.79849e-05 6.40484e-05 3.88442e-05 2.35698e-05
threshold=0.38525000000000004 0.077565000000000009 0.080470000000000014 -0.27167499999999994 -0.056919999999999991 -1.0000000180025095e-35
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=-0.02650788125711382 0.010723194568490073 -0.02147166425277424 0.019802200101329496 0.016232869077398456 -0.0058597978518015017 -0.0058815019519325136
leaf_weight=0.0010647413387464815 0.0013731492068048716 0.0011991298681974217 0.0013478899281685105 0.0016596588776165593 0.0015290805361777267 0.0011549279481731624
leaf_count=1154 311 218 295 382 404 357
internal_value=0 -0.00202276 0.00329944 -0.00176997 0.00563888 -0.0157757
internal_weight=0 0.00795543 0.00573576 0.00438787 0.00318874 0.00221967
internal_count=3121 2810 1299 1004 786 1511
is_linear=0
shrinkage=0.1


Tree=6126
num_leaves=9
num_cat=0
split_feature=48 16 52 0 0 2 12 2
split_gain=3.76868e-05 9.80396e-05 6.6484e-05 7.10449e-05 7.15041e-05 6.73407e-05 6.13721e-05 2.62903e-05
threshold=0.11951500000000001 -0.5048999999999999 0.11434500000000002 -0.077999999999999986 -0.10607499999999999 0.092875000000000013 0.095175000000000023 0.092120000000000021
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 -5
right_child=-2 2 -4 6 -6 -7 -8 -9
leaf_value=0.00060110189819487139 -0.00036362758035243125 0.00027567617177367691 -0.00050747744159683624 -0.00018276384540622759 -0.00056919160646071545 -0.0003604888194541784 0.0005863936150043807 0.0002492597265515876
leaf_weight=0.001044283161202861 0.0010100423560615258 0.001592705937264874 0.0010114722606258094 0.0010632086864708385 0.0011264511342443054 0.0010691818867578015 0.0012249383267987834 0.001103762352438207
leaf_count=192 114 152 437 252 1226 165 342 241
internal_value=0 3.52968e-05 -3.68323e-05 2.94669e-05 -0.000155087 2.01522e-05 0.000235591 3.72905e-05
internal_weight=0 0.009236 0.00819172 0.00718025 0.00378834 0.00266189 0.00339191 0.00216697
internal_count=3121 3007 2815 2378 1543 317 835 493
is_linear=0
shrinkage=0.00196078


Tree=6127
num_leaves=7
num_cat=0
split_feature=4 16 2 2 13 3
split_gain=2.65425e-05 3.47658e-05 8.76525e-05 6.74463e-05 8.45104e-05 3.86638e-05
threshold=0.26790000000000008 -0.079109999999999986 0.092755000000000018 0.10644500000000001 -0.033284999999999988 -0.014944999999999998
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=0.0020029885091532645 0.0017800772025446691 0.0015260795255691781 0.0010464294139764475 0.001569407661939819 0.0010158478422848042 0.0012813698559858166
leaf_count=764 377 845 241 354 367 173
internal_value=0 -5.46176e-05 -0.000221948 4.00029e-05 -0.00010049 0.000137114
internal_weight=0 0.00844212 0.00304942 0.0053927 0.0038233 0.00229722
internal_count=3121 2744 1005 1739 1385 540
is_linear=0
shrinkage=0.00196078


Tree=6128
num_leaves=9
num_cat=0
split_feature=15 151 160 13 52 4 4 13
split_gain=4.98568e-05 5.31272e-05 4.33744e-05 7.76986e-05 5.96863e-05 4.92842e-05 0.00011453 4.17831e-05
threshold=-0.24436499999999997 -0.086224999999999982 -0.082299999999999984 -0.084034999999999985 0.077655000000000016 0.0061450000000000003 0.098655000000000007 -0.13710499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 7 5 -5 -7 -4
right_child=1 2 3 4 -6 6 -8 -9
leaf_value=0.00040281033767344392 0.00036853464857411776 -0.00048399713179717854 6.6493796217377783e-06 -0.00053994357069771237 0.00022284331230649893 0.00032463252189729349 -0.00056773075100406527 0.00050963229717010264
leaf_weight=0.0010180390884953995 0.0010268365544285748 0.0010150654504122465 0.0014697520682726319 0.0018270419375747164 0.0010515921582534005 0.0011487734540421113 0.0010661569627726845 0.0011179596588567538
leaf_count=253 269 481 158 741 514 173 142 390
internal_value=0 -5.32606e-05 -0.000103065 -5.27255e-05 -0.000193287 -0.000301551 -0.000104907 0.000223951
internal_weight=0 0.00972318 0.00869634 0.00768128 0.00509356 0.00404197 0.00221493 0.00258771
internal_count=3121 2868 2599 2118 1570 1056 315 548
is_linear=0
shrinkage=0.00196078


Tree=6129
num_leaves=8
num_cat=0
split_feature=50 484 4 52 2 13 3
split_gain=2.15236e-05 3.53545e-05 2.77806e-05 4.02292e-05 6.69755e-05 5.12035e-05 2.81169e-05
threshold=0.088425000000000017 0.084040000000000017 0.27834500000000006 0.10347000000000002 0.10444500000000002 -0.076599999999999988 -1.0000000180025095e-35
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_weight=0.00117599980475197 0.0010875850930655894 0.0010059012216318943 0.0010356669486300488 0.0010618396575148518 0.0012089055432553623 0.0014004535770185396 0.0013854719743733243
leaf_count=477 560 323 250 304 349 752 106
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internal_weight=0 0.00827424 0.00726834 0.00623267 0.00517083 0.00396193 0.00278593
internal_count=3121 2561 2238 1988 1684 1335 858
is_linear=0
shrinkage=0.1


Tree=6130
num_leaves=8
num_cat=0
split_feature=11 2 52 133 3 0 15
split_gain=3.26284e-05 5.19788e-05 8.70489e-05 0.00010181 7.72202e-05 6.8514e-05 7.32955e-05
threshold=0.078340000000000007 0.10912000000000001 0.084960000000000022 0.061605000000000007 0.12178000000000001 -0.10607499999999999 -0.015744999999999999
decision_type=2 2 2 2 2 2 2
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right_child=-2 4 -4 -5 -6 6 -8
leaf_value=0.00018196587173620384 -0.00032649951999450536 0.0006096892038786934 -0.00049056331292578767 0.00059423110594769514 -4.0016198400165164e-05 3.4107573355489833e-05 -0.00069213632447626551
leaf_weight=0.0019564590084075384 0.0010654232277320938 0.0012978743372818917 0.001416953479372411 0.0010775763764764024 0.0015353384008749207 0.0010779379423536289 0.0010593579355010819
leaf_count=201 208 390 799 602 162 332 427
internal_value=0 3.55188e-05 -5.99885e-05 5.79897e-05 0.000257609 -8.31622e-05 -0.000325858
internal_weight=0 0.0094215 0.00658828 0.00517133 0.00283321 0.00409375 0.0021373
internal_count=3121 2913 2361 1562 552 960 759
is_linear=0
shrinkage=0.00196078


Tree=6131
num_leaves=9
num_cat=0
split_feature=48 16 52 0 0 2 12 2
split_gain=3.45266e-05 7.95786e-05 5.96706e-05 6.36575e-05 7.48767e-05 5.62753e-05 5.42787e-05 2.1201e-05
threshold=0.11951500000000001 -0.5048999999999999 0.11434500000000002 -0.077999999999999986 -0.10607499999999999 0.092875000000000013 0.095175000000000023 0.092120000000000021
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 -5
right_child=-2 2 -4 6 -6 -7 -8 -9
leaf_value=0.00054388040837001906 -0.00034676408230304475 0.00026997087575416734 -0.00047402886876104881 -0.00015340148960399236 -0.0005650379381930339 -0.00031149449320168056 0.00055857257503997269 0.00023349008395067718
leaf_weight=0.001045498298116925 0.0010138595335269238 0.0015989352695400987 0.0010211266766074738 0.0010783023280262133 0.0011299342018679455 0.0010669357543699205 0.0012198705364879245 0.0011001130196370203
leaf_count=192 114 152 437 252 1226 165 342 241
internal_value=0 3.43696e-05 -3.04726e-05 3.24856e-05 -0.000142034 3.72566e-05 0.00022742 4.19811e-05
internal_weight=0 0.00926072 0.00821522 0.00719409 0.00379581 0.00266587 0.00339829 0.00217842
internal_count=3121 3007 2815 2378 1543 317 835 493
is_linear=0
shrinkage=0.00196078


Tree=6132
num_leaves=8
num_cat=0
split_feature=50 484 43 51 52 15 4
split_gain=1.72184e-05 2.91104e-05 2.57678e-05 5.29097e-05 4.28845e-05 4.21611e-05 3.61809e-05
threshold=0.088425000000000017 0.084040000000000017 -0.14968999999999996 -0.0078149999999999973 0.084960000000000022 -0.095869999999999983 0.0049200000000000008
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 3 4 -6 6 -8
leaf_value=0.010671885709274201 -0.011943958164106077 0.017363893557650483 0.015833497048185846 -0.017206680585817018 -0.026362564947317799 -0.0065508662491281094 0.019084281324405598
leaf_weight=0.0015467166831483522 0.0010904505204678344 0.0010064348842979201 0.0011005990335634123 0.0013618251755775361 0.0010470337974576461 0.0012067988106852624 0.001012473150235633
leaf_count=212 560 323 411 315 608 491 201
internal_value=0 0.0014236 -0.000781468 -0.00387379 -0.00856031 -0.00335533 0.00514436
internal_weight=0 0.00828188 0.00727545 0.00572873 0.00462813 0.0035811 0.00221927
internal_count=3121 2561 2238 2026 1615 1007 692
is_linear=0
shrinkage=0.1


Tree=6133
num_leaves=9
num_cat=0
split_feature=48 16 16 0 2 13 2 16
split_gain=2.87944e-05 8.83834e-05 5.20419e-05 7.5285e-05 5.79529e-05 5.19899e-05 4.91933e-05 5.44518e-05
threshold=0.11951500000000001 -0.5048999999999999 0.0065250000000000004 -0.053834999999999994 0.096540000000000015 0.0076650000000000008 0.092875000000000013 -0.088159999999999988
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 6 7 -3
right_child=-2 2 3 4 -6 -7 -8 -9
leaf_value=0.00047016471425556606 -0.0004189849214119325 0.00031665116175711718 0.00045301373225136723 -0.00048520057186325719 0.00013394335296281571 -0.00066176452978086015 -0.00051060976339734868 -0.00026636634307705421
leaf_weight=0.0010277979163437019 0.0010193844452686196 0.0010899932140198867 0.0011451396310802721 0.0011099200564537073 0.0012202439130766806 0.0010415220731291169 0.001097300538148124 0.0014160139149850227
leaf_count=192 114 417 425 132 194 278 428 941
internal_value=0 -7.15635e-05 -0.000140132 4.13413e-05 -0.000160972 -0.000275912 -0.000164383 -1.27816e-05
internal_weight=0 0.00914793 0.00812013 0.0034753 0.00233016 0.00464483 0.00360331 0.00250601
internal_count=3121 3007 2815 751 326 2064 1786 1358
is_linear=0
shrinkage=0.00196078


Tree=6134
num_leaves=8
num_cat=0
split_feature=0 4 1 13 15 3 4
split_gain=2.8707e-05 4.26232e-05 4.18241e-05 4.01602e-05 6.81657e-05 8.30818e-05 8.24202e-05
threshold=1.0000000180025095e-35 -0.46376499999999993 0.077565000000000009 -0.094514999999999988 1.0000000180025095e-35 0.10893000000000001 0.071150000000000005
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=-0.00038487734595962981 -8.6736136080605352e-05 0.00045545702480731775 0.00030781764857605088 -7.893023787444439e-05 -0.00052757466661227086 -0.00040124809526018249 0.00053947262806383059
leaf_weight=0.0013297559509908834 0.0011147473688833914 0.0011150111732223049 0.0012839467541257508 0.0019310555255093527 0.0010489161436448508 0.0012729851257421154 0.0014514017081276938
leaf_count=1552 164 161 231 410 340 79 184
internal_value=0 0.000184393 -6.61408e-05 -5.49062e-06 -7.60106e-05 2.57312e-05 0.000186424
internal_weight=0 0.00222976 0.00831806 0.00698831 0.00570436 0.00465544 0.00338246
internal_count=3121 325 2796 1244 1013 673 594
is_linear=0
shrinkage=0.00196078


Tree=6135
num_leaves=7
num_cat=0
split_feature=13 12 0 48 15 15
split_gain=1.82828e-05 3.30949e-05 3.85014e-05 7.36336e-05 3.98188e-05 4.77366e-05
threshold=-0.23438999999999996 -0.010834999999999999 -0.053834999999999994 0.085845000000000019 1.0000000180025095e-35 -0.098289999999999975
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3
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leaf_value=0.011635498072999044 0.013709682665976367 0.00073942531831416045 -0.017658138262565338 -0.017854472785632527 -0.0063569525117472148 0.028981901330940758
leaf_weight=0.0011423300455136445 0.0011707173784921421 0.0011699973279308742 0.001680479983574833 0.0016584993840968948 0.0013368669669889584 0.0012251744555231937
leaf_count=169 345 141 389 319 1063 695
internal_value=0 -0.00186381 -0.00444224 -0.000322235 0.007469 0.015186
internal_weight=0 0.00824174 0.00707102 0.00539054 0.00373204 0.00239517
internal_count=3121 2952 2607 2218 1899 836
is_linear=0
shrinkage=0.1


Tree=6136
num_leaves=7
num_cat=0
split_feature=0 1 2 3 52 12
split_gain=1.97211e-05 2.94265e-05 3.39992e-05 6.71043e-05 4.21116e-05 3.16083e-05
threshold=-1.0000000180025095e-35 0.077565000000000009 1.0000000180025095e-35 0.076840000000000006 -0.0064899999999999992 0.088305000000000008
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 4 -6 -7
leaf_value=-0.017080981614858114 0.0086648413708354383 -0.02235362961879267 0.028069589212268826 -0.014261835506881263 0.010377949807214078 0.00077718831319910961
leaf_weight=0.0011757300368157005 0.0019795923055900772 0.0010311648596368745 0.0010159169662529379 0.0013904469113507137 0.0013840879132459155 0.0013832710178591744
leaf_count=1552 325 218 281 158 156 431
internal_value=0 -0.00257537 0.000173223 0.00608108 -0.00197018 -0.00910159
internal_weight=0 0.00738062 0.00620489 0.00379045 0.00277453 0.00241444
internal_count=3121 2796 1244 595 314 649
is_linear=0
shrinkage=0.1


Tree=6137
num_leaves=8
num_cat=0
split_feature=11 2 52 133 3 0 0
split_gain=3.51913e-05 5.37377e-05 0.00010839 9.80226e-05 9.20533e-05 6.82121e-05 8.29496e-05
threshold=0.078340000000000007 0.10912000000000001 0.084960000000000022 0.061605000000000007 0.12178000000000001 -0.10607499999999999 -0.055064999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 5 -3 -1 -7
right_child=-2 4 -4 -5 -6 6 -8
leaf_value=0.00019247300245339228 -0.00035008334214736058 0.00064283779315747747 -0.00054243040841273939 0.000591178792932042 -7.2329630474840404e-05 -0.00072321399456958088 5.990529041649498e-05
leaf_weight=0.00191772466501778 0.0010407545226858656 0.0012864421681932124 0.0014384932006483702 0.0010808538388783102 0.0014973993131951885 0.0010102020868780742 0.0010716846726369412
leaf_count=201 208 390 799 602 162 610 149
internal_value=0 3.01071e-05 -6.72787e-05 6.72567e-05 0.000258157 -7.43278e-05 -0.000320091
internal_weight=0 0.0093028 0.00651896 0.00508047 0.00278384 0.00399961 0.00208189
internal_count=3121 2913 2361 1562 552 960 759
is_linear=0
shrinkage=0.00196078


Tree=6138
num_leaves=7
num_cat=0
split_feature=11 2 52 4 2 43
split_gain=1.7531e-05 3.23703e-05 8.78364e-05 7.84667e-05 4.15678e-05 5.4804e-05
threshold=1.0000000180025095e-35 0.10912000000000001 0.084960000000000022 0.053925000000000008 0.089885000000000007 -0.074359999999999996
decision_type=2 2 2 2 2 2
left_child=1 2 4 -3 5 -1
right_child=-2 3 -4 -5 -6 -7
leaf_value=0.010113334790873934 -0.012323273115164932 0.027636582613655366 -0.025714466473705917 -0.0080068237948547304 0.016237184729290394 -0.017699320813299096
leaf_weight=0.0014409998588819323 0.0010551953838726655 0.0013175185491467252 0.0012919703813093573 0.001162661057820424 0.0016943691192808181 0.0013937096585570729
leaf_count=527 244 258 787 293 459 553
internal_value=0 0.00136095 -0.00271514 0.0109276 0.00384568 -0.003561
internal_weight=0 0.00830123 0.00582105 0.00248018 0.00452908 0.00283471
internal_count=3121 2877 2326 551 1539 1080
is_linear=0
shrinkage=0.1


Tree=6139
num_leaves=9
num_cat=0
split_feature=48 16 52 0 0 2 12 2
split_gain=3.29751e-05 8.83558e-05 6.24112e-05 6.17866e-05 6.82649e-05 5.74409e-05 4.21329e-05 1.95673e-05
threshold=0.11951500000000001 -0.5048999999999999 0.11434500000000002 -0.077999999999999986 -0.10607499999999999 0.092875000000000013 0.095175000000000023 0.092120000000000021
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 -5
right_child=-2 2 -4 6 -6 -7 -8 -9
leaf_value=0.00056146178200420604 -0.00034293495589573776 0.00026213374343979633 -0.00049755930660280311 -0.00013105152106275309 -0.00055352653601513596 -0.00032916966827338566 0.00051532766569780764 0.00024059849004907368
leaf_weight=0.0010562253175823025 0.0010243100192919132 0.0015661767127910717 0.0010097915045212654 0.0010875371045983948 0.0011256677136645111 0.0010585168840081868 0.0011782786469449916 0.0010910960890969784
leaf_count=192 114 152 437 252 1226 165 342 241
internal_value=0 2.79965e-05 -4.14201e-05 2.33875e-05 -0.000149578 2.3666e-05 0.000216625 5.5077e-05
internal_weight=0 0.00917329 0.00811706 0.00710727 0.00375036 0.00262469 0.00335691 0.00217863
internal_count=3121 3007 2815 2378 1543 317 835 493
is_linear=0
shrinkage=0.00196078


Tree=6140
num_leaves=9
num_cat=0
split_feature=48 50 12 2 159 52 3 15
split_gain=5.24005e-05 9.494e-05 8.95875e-05 0.000132598 6.48206e-05 9.12402e-05 0.000139965 5.28974e-05
threshold=0.11951500000000001 0.079410000000000008 -0.040564999999999997 0.113445 0.08154500000000002 0.10160000000000001 0.090900000000000009 -0.055554999999999993
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=-0.00042496562796581592 -0.00041227538180951313 -0.00048143381091412694 -0.00025696863931584592 0.00079832455615191553 -0.00037310746038118534 -0.00036553290561117216 0.00086672536567533197 0.00027477301733188969
leaf_weight=0.0010387966162500898 0.0010880814366686789 0.0011712502650345251 0.0011706271605745073 0.0011612725273855481 0.0010285355895662141 0.0010044453398164975 0.0011751149757120594 0.0018654857817675353
leaf_count=326 114 570 320 283 281 291 102 834
internal_value=0 4.17138e-05 0.000114276 0.000189918 7.67688e-05 0.000165485 0.000292141 6.97506e-05
internal_weight=0 0.00961553 0.00844428 0.00740548 0.00624421 0.00521567 0.00421123 0.00303611
internal_count=3121 3007 2437 2111 1828 1547 1256 1154
is_linear=0
shrinkage=0.00196078


Tree=6141
num_leaves=8
num_cat=0
split_feature=15 1 457 4 0 16 3
split_gain=4.167e-05 3.83655e-05 6.11893e-05 5.55987e-05 9.15348e-05 8.07862e-05 4.38042e-05
threshold=-0.24436499999999997 0.13146500000000003 0.088350000000000026 -0.083854999999999985 -0.10096999999999999 -0.27167499999999994 -0.08824499999999999
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=0.00037093970399813651 -0.00017184887898451758 0.00028192809896823365 0.00034797933802244841 -0.00048822114350981661 -0.00071541530252326442 0.00015116958194700918 0.00032759739334515631
leaf_weight=0.0010018919662605234 0.0014458909090662407 0.0011751518666644903 0.0010402936882970542 0.001281721276840454 0.0013765751927186506 0.0018655259228496175 0.0012665497817155175
leaf_count=253 378 101 139 157 1619 230 244
internal_value=0 -4.96019e-05 -9.66744e-05 -0.000160598 -0.000293684 -0.000109223 6.13631e-05
internal_weight=0 0.00945171 0.00827656 0.00723626 0.00452382 0.00314725 0.00271244
internal_count=3121 2868 2767 2628 2006 387 622
is_linear=0
shrinkage=0.00196078


Tree=6142
num_leaves=8
num_cat=0
split_feature=0 12 42 15 151 0 52
split_gain=1.78309e-05 3.26235e-05 2.99079e-05 5.33949e-05 6.54922e-05 9.60714e-05 5.36756e-05
threshold=-0.019414999999999998 0.091475000000000015 0.091295000000000015 1.0000000180025095e-35 -0.044604999999999992 -0.10151999999999999 -0.0064899999999999992
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=-0.021689850249032187 0.018782243516261961 -0.0050513541081929816 0.011859960094810738 -0.022386426751086701 0.0016802476058088397 -0.017324868408590453 0.032535680081827695
leaf_weight=0.0010757519262955262 0.0012095500195741958 0.0010935590393453464 0.0011813355068754751 0.0014305910239361492 0.001037584481723774 0.0011213521595011466 0.0012346473587446956
leaf_count=382 229 136 635 839 108 607 185
internal_value=0 0.00746561 -0.00266364 -0.00557168 -0.000189443 0.0066261 0.018446
internal_weight=0 0.00230311 0.00708126 0.00589993 0.00446934 0.00339358 0.00227223
internal_count=3121 365 2756 2121 1282 900 293
is_linear=0
shrinkage=0.1


Tree=6143
num_leaves=9
num_cat=0
split_feature=15 15 15 52 43 42 48 4
split_gain=6.89473e-05 0.000121893 5.49749e-05 5.92154e-05 7.24714e-05 6.2456e-05 8.75603e-05 7.44416e-05
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decision_type=2 2 2 2 2 2 2 2
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leaf_weight=0.0010354624931284044 0.0010022419343716392 0.0018765470246082383 0.0010209408557317378 0.0010899888015329451 0.0011659599684848427 0.0010174922105100253 0.0011903057618769925 0.0014567471654725369
leaf_count=253 231 553 497 137 385 648 138 279
internal_value=0 -6.14044e-05 1.22435e-05 6.82661e-05 0.000164468 6.14177e-05 0.000176591 0.000376763
internal_weight=0 0.00982022 0.00881798 0.00779704 0.00592049 0.00483051 0.00381301 0.00262271
internal_count=3121 2868 2637 2140 1587 1450 802 664
is_linear=0
shrinkage=0.00196078


Tree=6144
num_leaves=7
num_cat=0
split_feature=13 3 39 42 49 0
split_gain=1.55023e-05 2.91033e-05 4.66826e-05 3.49409e-05 3.46988e-05 4.84638e-05
threshold=-0.23438999999999996 0.10893000000000001 0.0046100000000000004 0.091735000000000025 -0.069799999999999987 -0.083914999999999976
decision_type=2 2 2 2 2 2
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internal_weight=0 0.00823113 0.00679844 0.00570203 0.00467947 0.00360967
internal_count=3121 2952 2841 2513 1986 1825
is_linear=0
shrinkage=0.1


Tree=6145
num_leaves=8
num_cat=0
split_feature=4 12 1 42 2 2 48
split_gain=2.66515e-05 4.31658e-05 8.229e-05 9.54286e-05 5.64886e-05 8.53645e-05 7.18281e-05
threshold=0.36766000000000004 -0.040564999999999997 0.12811000000000003 0.088465000000000002 0.11144000000000001 0.084245000000000014 0.083985000000000018
decision_type=2 2 2 2 2 2 2
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leaf_weight=0.0011121598317356601 0.0016092007147035558 0.0017261253534599291 0.0010092172255205881 0.0011412469699109435 0.0010151232600687215 0.0014671643910181232 0.0012172105297855529
leaf_count=240 328 439 74 753 140 933 214
internal_value=0 -4.52475e-05 7.70596e-06 -7.24054e-05 3.6001e-05 -5.99835e-05 -0.000278729
internal_weight=0 0.00868825 0.00757609 0.00656687 0.00542562 0.0044105 0.00268437
internal_count=3121 2793 2553 2479 1726 1586 1147
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shrinkage=0.00196078


Tree=6146
num_leaves=8
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split_feature=15 12 52 1 4 2 52
split_gain=4.24722e-05 3.55571e-05 4.61985e-05 5.41082e-05 0.000116832 3.93564e-05 3.65732e-05
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decision_type=2 2 2 2 2 2 2
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leaf_weight=0.0013314955700970302 0.0010104967295242401 0.0015315583752223529 0.0010489965613532139 0.0017559111677981683 0.0018980684068217639 0.0010343928004967373 0.0011516599430676797
leaf_count=693 497 296 450 300 300 307 278
internal_value=0 3.04122e-05 -2.06925e-05 -0.000109567 9.72555e-06 -0.000280987 0.000222422
internal_weight=0 0.00975208 0.00822052 0.00601987 0.00426396 0.00236589 0.00220066
internal_count=3121 2624 2328 1600 1300 1000 728
is_linear=0
shrinkage=0.00196078


Tree=6147
num_leaves=9
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split_feature=15 11 12 0 0 47 160 16
split_gain=4.57266e-05 3.52202e-05 4.63634e-05 0.000118084 7.68802e-05 5.72373e-05 3.87525e-05 4.78331e-05
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decision_type=2 2 2 2 2 2 2 2
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right_child=-2 -3 3 -5 -6 -7 -8 -9
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leaf_weight=0.0010291799407555397 0.001026404142840995 0.0010106190631143904 0.0011719508284030867 0.0011587133837062656 0.0011494023242156664 0.0017532739471190933 0.0011276945957961401 0.001450230752926239
leaf_count=496 497 184 535 108 187 241 276 597
internal_value=0 3.11593e-05 7.07999e-05 0.000308114 -1.41644e-05 -0.000112836 2.84233e-05 0.000165487
internal_weight=0 0.00985106 0.00884045 0.00233066 0.00650978 0.00536038 0.00360711 0.00247941
internal_count=3121 2624 2440 643 1797 1610 1369 1093
is_linear=0
shrinkage=0.00196078


Tree=6148
num_leaves=7
num_cat=0
split_feature=475 42 43 2 16 2
split_gain=1.83136e-05 4.1411e-05 5.00427e-05 4.4932e-05 5.09291e-05 4.37415e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 0.10005000000000001 -0.088159999999999988 0.11411
decision_type=2 2 2 2 2 2
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leaf_value=-0.012931489445656514 -0.01430498302429188 0.018607053588098506 0.0021977040110377696 0.022652498272417738 -0.026681560964480086 -0.0030760386468744946
leaf_weight=0.0010033584737414751 0.0014056749609661426 0.00185107375236058 0.0014205065020558676 0.0011971289774184912 0.0010710996235436163 0.0014749094069914678
leaf_count=501 809 662 275 145 481 248
internal_value=0 0.00136089 0.00450016 -0.000556908 -0.010217 0.00845088
internal_weight=0 0.00842039 0.00701472 0.00516364 0.00249161 0.00267204
internal_count=3121 2620 1811 1149 756 393
is_linear=0
shrinkage=0.1


Tree=6149
num_leaves=8
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split_feature=48 0 52 15 2 43 52
split_gain=4.55943e-05 7.92117e-05 4.99185e-05 9.48213e-05 0.000139176 9.49059e-05 6.07978e-05
threshold=0.11951500000000001 -0.17169499999999996 -0.049749999999999996 -0.10203999999999998 0.10097500000000002 -0.0037449999999999996 -0.12005499999999998
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 3 4 -6 -7 -8
leaf_value=0.00039318750587811991 -0.00038847527819391132 -0.00014273901992397527 -0.00067210985809453905 -0.00018698668139469028 -0.00057348697305935044 0.00051054751561679869 0.00047307392209277368
leaf_weight=0.0018947823032497745 0.0010962131703197734 0.0011849050170872509 0.0011018761439806676 0.0013508080851913659 0.0012665123724153755 0.0016858942796622342 0.0012846516474781782
leaf_count=165 114 492 335 981 242 438 354
internal_value=0 3.3251e-05 -5.33562e-05 -0.000158881 -2.74637e-05 0.000200265 0.000177604
internal_weight=0 0.00976943 0.00787465 0.00540509 0.00430321 0.0030367 0.00246956
internal_count=3121 3007 2842 1996 1661 1419 846
is_linear=0
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Tree=6150
num_leaves=8
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split_feature=11 15 3 49 15 52 3
split_gain=4.0309e-05 4.2502e-05 4.96558e-05 5.85706e-05 8.30428e-05 6.39131e-05 6.01032e-05
threshold=0.079915000000000014 0.091650000000000023 -0.10519499999999998 -0.006494999999999999 -0.016799999999999995 0.081010000000000013 0.099930000000000005
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 3 4 5 -7 -8
leaf_value=0.0004159126664829521 -0.00037678141089904376 -0.00035106698043470627 -0.00028124349929476095 0.00014372764437276176 0.00066246594703961957 2.343528269591116e-05 -0.00041609631499086555
leaf_weight=0.0013834126270496315 0.0010289649636721953 0.0010031210376402469 0.0019414861933182053 0.0016680909193114838 0.0013780561804272551 0.0010681510693192273 0.0013213878105434026
leaf_count=188 199 482 467 877 353 407 148
internal_value=0 3.12443e-05 7.50204e-05 1.10942e-05 0.00011551 0.000383429 -0.000103722
internal_weight=0 0.00976371 0.00876058 0.00737717 0.00543569 0.00244621 0.00298948
internal_count=3121 2922 2440 2252 1785 760 1025
is_linear=0
shrinkage=0.00196078


Tree=6151
num_leaves=9
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split_feature=48 12 0 1 52 4 4 4
split_gain=5.2944e-05 5.91443e-05 7.92743e-05 0.000117477 4.76555e-05 6.59049e-05 8.43165e-05 4.25802e-05
threshold=-0.024949999999999996 0.051320000000000005 -0.18113999999999997 0.094385000000000011 0.098380000000000009 0.09173000000000002 -0.083854999999999985 0.076415000000000025
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -3 -5
right_child=1 4 3 7 -6 -7 -8 -9
leaf_value=0.00041861327673918015 -0.00023412725414788784 6.6041427141467433e-05 -0.00018898761375465438 0.00083570217618430273 -0.00056800305662042382 0.00021104517292155707 -0.00068578383112854167 0.00027620103609553277
leaf_weight=0.0010340558261797165 0.0017949938725784764 0.0011430470280026778 0.0012934522253049835 0.0010716339382422005 0.0010663850804250273 0.0015615595922021165 0.0011510079625010714 0.0010213979022397539
leaf_count=186 117 436 184 205 489 164 1130 210
internal_value=0 -4.72144e-05 9.90016e-05 0.000275575 -0.000201139 -9.96714e-05 -0.000311176 0.000562666
internal_weight=0 0.0101035 0.00518148 0.00338648 0.004922 0.00385561 0.00229405 0.00209303
internal_count=3121 2935 716 599 2219 1730 1566 415
is_linear=0
shrinkage=0.00196078


Tree=6152
num_leaves=7
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split_feature=1 42 0 13 2 48
split_gain=1.7337e-05 5.45632e-05 3.32408e-05 0.000101481 4.49512e-05 6.14147e-05
threshold=0.12500000000000003 0.091735000000000025 -0.077999999999999986 -0.036034999999999991 0.089885000000000007 0.016865000000000002
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=0.0019222248936115942 0.0014602693095854711 0.001001546229045241 0.0011027817025253855 0.0015443206258866882 0.0011842437566848879 0.0012627673867471564
leaf_count=1144 279 583 153 444 332 186
internal_value=0 -0.00198305 0.00113369 0.00997665 -0.00422382 0.00476602
internal_weight=0 0.00801788 0.00701634 0.0026471 0.00436924 0.00244701
internal_count=3121 2842 2259 597 1662 518
is_linear=0
shrinkage=0.1


Tree=6153
num_leaves=7
num_cat=0
split_feature=475 42 43 4 0 48
split_gain=1.53582e-05 4.02161e-05 4.40305e-05 3.59889e-05 4.01572e-05 4.17517e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 0.24564500000000003 -0.084144999999999984 0.084485000000000018
decision_type=2 2 2 2 2 2
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leaf_value=-0.011814374293344828 -0.014135705729663529 0.017611736945631319 0.016049226189313429 0.013888698660843198 -0.017168681072715321 -0.011402723791861587
leaf_weight=0.0010070569282422956 0.0014141340341352485 0.0018453214307500238 0.001209287381173833 0.0013185333395019719 0.0016316374225478873 0.0010224477421586122
leaf_count=501 809 662 311 214 499 125
internal_value=0 0.00125082 0.00434715 -0.000376486 -0.00524506 0.00347238
internal_weight=0 0.00844136 0.00702723 0.00518191 0.00386337 0.00223174
internal_count=3121 2620 1811 1149 935 436
is_linear=0
shrinkage=0.1


Tree=6154
num_leaves=8
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split_feature=11 48 0 42 2 2 12
split_gain=4.3156e-05 3.98145e-05 0.000161488 7.12812e-05 8.65474e-05 0.000106147 3.26871e-05
threshold=0.079915000000000014 0.016865000000000002 -0.20211999999999997 0.086325000000000013 0.11237500000000002 0.084245000000000014 0.051320000000000005
decision_type=2 2 2 2 2 2 2
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leaf_value=0.00046386027723448111 -0.00039308268427878869 -0.0002544767211989003 0.00066545983249147829 -0.00038759903064354253 0.00056181484562877479 -0.00041878296040964995 -2.4835479701777655e-05
leaf_weight=0.0011055061354058133 0.0010135895443953444 0.0014145362686819871 0.001524108885724446 0.0017790557102430743 0.0010766281151329414 0.001781343178977404 0.0010041975593348572
leaf_count=107 199 82 490 952 188 798 305
internal_value=0 3.21553e-05 0.000222642 -5.08143e-05 6.97973e-05 -6.63409e-05 0.000231246
internal_weight=0 0.00968538 0.00293865 0.00674673 0.00496767 0.00389105 0.0021097
internal_count=3121 2922 572 2350 1398 1210 412
is_linear=0
shrinkage=0.00196078


Tree=6155
num_leaves=8
num_cat=0
split_feature=0 15 1 49 47 2 16
split_gain=1.65601e-05 4.38516e-05 4.08089e-05 4.15231e-05 4.2056e-05 6.14873e-05 1.88188e-05
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decision_type=2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 -5 -3
right_child=1 6 3 4 -6 -7 -8
leaf_value=-0.019169829816028314 0.022305519083469266 0.0061001701678309152 0.016160089017526878 0.017097814256102618 -0.020174410722879826 -0.014854186134709596 -0.012483037546924666
leaf_weight=0.001267630722303144 0.0010633525883582862 0.0011860589606732476 0.0013153899472566222 0.0013539509879922969 0.0011705563740833061 0.001084819450674309 0.0010081409500914136
leaf_count=1567 259 153 196 446 190 149 161
internal_value=0 0.00563894 -0.00316895 0.000949705 -0.0045936 0.00288485 -0.00243802
internal_weight=0 0.00325755 0.00619235 0.00492472 0.00360933 0.00243877 0.0021942
internal_count=3121 573 2548 981 785 595 314
is_linear=0
shrinkage=0.1


Tree=6156
num_leaves=8
num_cat=0
split_feature=13 51 48 42 52 4 1
split_gain=1.88854e-05 3.19051e-05 3.94962e-05 7.62219e-05 7.25236e-05 6.62929e-05 4.08106e-05
threshold=-0.23438999999999996 0.08955500000000001 0.092065000000000022 0.086325000000000013 -0.087284999999999988 0.060330000000000002 0.086455000000000018
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6
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leaf_value=0.011864605734087664 -0.010961360940618189 -0.01645682584142465 -0.016159722067358755 -0.014744512548555376 0.01465127961388598 -0.001476477887168085 0.042465069194919998
leaf_weight=0.0011539205281114158 0.0011124856034464259 0.0012578901116146179 0.001143939637724964 0.0015653035520691973 0.001023236649341851 0.001078982880161851 0.0010889570390772763
leaf_count=169 385 363 234 910 639 219 202
internal_value=0 -0.00179177 0.000838672 0.00415189 0.0110248 0.0186894 0.0289909
internal_weight=0 0.0082708 0.00701291 0.00586897 0.00430366 0.00319118 0.00211219
internal_count=3121 2952 2589 2355 1445 1060 841
is_linear=0
shrinkage=0.1


Tree=6157
num_leaves=9
num_cat=0
split_feature=1 48 48 12 151 16 13 43
split_gain=2.64683e-05 5.55167e-05 5.16651e-05 7.13726e-05 4.55976e-05 7.96398e-05 7.11521e-05 2.56581e-05
threshold=0.111945 0.092475000000000016 0.10358500000000001 0.051320000000000005 -0.016164999999999995 -0.088394999999999987 -0.084034999999999985 -0.084999999999999978
decision_type=2 2 2 2 2 2 2 2
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right_child=2 -3 -4 -5 5 6 7 -9
leaf_value=0.00023012627227285786 0.00068837877158263721 0.00033379694239799132 -0.00021350229312819515 -3.7888292461631045e-05 -0.00058837623922271829 0.00033638281958223778 -5.4750689401496532e-05 -0.00047378113535433326
leaf_weight=0.0010206150937178398 0.0010289372927747989 0.0010877154821965626 0.0010430465664962984 0.0010522596157240063 0.0015820291434924449 0.0011679039472025964 0.0011458592883530825 0.0011022413474662169
leaf_count=358 262 242 97 138 536 288 304 896
internal_value=0 -7.38742e-05 0.000142671 0.000321176 -0.00014755 -0.000224673 -5.62338e-05 -0.000260201
internal_weight=0 0.00710636 0.00312424 0.0020812 0.00601865 0.00499803 0.003416 0.0022481
internal_count=3121 2624 497 400 2382 2024 1488 1200
is_linear=0
shrinkage=0.00196078


Tree=6158
num_leaves=8
num_cat=0
split_feature=48 16 16 0 13 2 0
split_gain=3.09869e-05 8.16296e-05 6.21408e-05 7.06196e-05 6.06142e-05 4.81955e-05 5.43359e-05
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decision_type=2 2 2 2 2 2 2
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leaf_weight=0.0010538600179280282 0.0010300854580265187 0.0015671786420594178 0.0011533445801869234 0.0013815957852065146 0.0010032883626750755 0.0015271256929406092 0.0015877752702995191
leaf_count=192 114 158 403 199 126 552 1377
internal_value=0 3.70961e-05 -2.87703e-05 0.00016734 -2.52994e-05 -0.00017697 -3.85642e-05
internal_weight=0 0.00927417 0.00822031 0.00353823 0.00238488 0.00468208 0.00315495
internal_count=3121 3007 2815 728 325 2087 1535
is_linear=0
shrinkage=0.00196078


Tree=6159
num_leaves=9
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split_feature=15 15 15 49 16 15 0 47
split_gain=5.38557e-05 4.07871e-05 6.64798e-05 5.35752e-05 7.07758e-05 6.04525e-05 0.00016299 1.91191e-05
threshold=0.091650000000000023 -0.24436499999999997 -0.095869999999999983 -0.054319999999999993 -0.072359999999999994 -0.016799999999999995 -0.014954999999999998 0.092530000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 7 -4 -5 -6 -7 -3
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leaf_weight=0.0010178385600725223 0.0010157469067184613 0.0010000881977978643 0.0012414155184979634 0.0016782037242991273 0.0011128351064307413 0.001221111327956979 0.0013856395459506466 0.0010267646815125396
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internal_value=0 3.88002e-05 -4.81065e-06 9.00786e-05 0.000174549 2.37357e-05 0.000187062 -0.000315632
internal_weight=0 0.0096839 0.00866606 0.00663921 0.00539779 0.00371959 0.00260675 0.00202685
internal_count=3121 2624 2371 1998 1719 922 456 373
is_linear=0
shrinkage=0.00196078


Tree=6160
num_leaves=8
num_cat=0
split_feature=1 15 52 3 0 0 2
split_gain=1.85008e-05 3.46784e-05 3.4476e-05 0.000107355 4.40138e-05 3.3756e-05 2.10328e-05
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decision_type=2 2 2 2 2 2 2
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internal_value=0 0.00607999 -0.00327431 0.000349147 -0.00794888 0.00192928 -0.000998967
internal_weight=0 0.00319533 0.0062495 0.00504807 0.00381337 0.0020664 0.00218598
internal_count=3121 548 2573 2080 1942 1007 434
is_linear=0
shrinkage=0.1


Tree=6161
num_leaves=9
num_cat=0
split_feature=47 47 50 4 4 3 13 43
split_gain=8.94812e-05 0.000103069 5.45699e-05 5.07797e-05 5.5381e-05 8.22336e-05 0.000108854 6.18688e-05
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decision_type=2 2 2 2 2 2 2 2
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leaf_value=-0.00061717377527309198 -0.00056642018020876706 0.00061572922175353088 -0.00041119962687162059 0.00039315806294503721 -0.00045626926629471797 0.00045860611221585403 0.00045633293016263349 -0.00012102479510035213
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internal_value=0 4.70936e-05 -2.18464e-05 3.79238e-05 -3.23952e-05 4.45995e-05 -9.37145e-05 9.94695e-05
internal_weight=0 0.0101084 0.00901538 0.00781559 0.00652413 0.00552123 0.00413858 0.00302295
internal_count=3121 3056 2869 2321 1978 1760 1660 836
is_linear=0
shrinkage=0.00196078


Tree=6162
num_leaves=8
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split_feature=0 42 15 0 3 1 13
split_gain=1.81241e-05 3.21104e-05 5.67962e-05 4.50294e-05 5.48422e-05 9.0423e-05 2.89499e-05
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decision_type=2 2 2 2 2 2 2
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leaf_value=-0.0041839057420247332 -0.0023001925881460058 0.012399224563455411 -0.02463579879563178 -0.015977707283855457 -0.011409668920205051 0.037017337777707542 0.020201322355638901
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leaf_count=165 207 635 820 867 132 137 158
internal_value=0 -0.00260419 -0.00560851 -0.000579274 0.00564996 0.0152682 0.0075689
internal_weight=0 0.00712376 0.00593527 0.00469445 0.00334235 0.00213732 0.00232211
internal_count=3121 2756 2121 1301 434 302 365
is_linear=0
shrinkage=0.1


Tree=6163
num_leaves=7
num_cat=0
split_feature=3 51 15 0 12 3
split_gain=1.84842e-05 4.13959e-05 3.1127e-05 4.79796e-05 4.95481e-05 3.98661e-05
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decision_type=2 2 2 2 2 2
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leaf_weight=0.0011636600308601308 0.0014407706274160029 0.0010368426430152717 0.0018690463525499281 0.001285729850685159 0.0015777596363909649 0.0010410720549699642
leaf_count=365 192 348 260 810 980 166
internal_value=0 -0.00197486 0.000810616 0.00381783 -0.00248926 0.0067869
internal_weight=0 0.00797411 0.00693727 0.00577361 0.00390456 0.0023268
internal_count=3121 2929 2581 2216 1956 976
is_linear=0
shrinkage=0.1


Tree=6164
num_leaves=7
num_cat=0
split_feature=4 40 47 3 2 42
split_gain=1.69568e-05 3.52138e-05 7.75706e-05 4.35822e-05 5.09671e-05 4.83597e-05
threshold=0.26790000000000008 -0.064864999999999992 0.092165000000000011 0.10732000000000001 0.092365000000000017 0.085465000000000013
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.019414416097887799 0.0091755349632670329 -0.01195073826590045 0.021812179379314192 0.012133437141155116 -0.026211199390047391 0.014913655069300938
leaf_weight=0.0010132932202979216 0.0016341780567432533 0.0018638751856285007 0.0013708507566817562 0.0011808296024883383 0.0012839483837903242 0.001046207394815519
leaf_count=189 377 888 268 107 694 598
internal_value=0 -0.00203241 0.000578594 -0.004837 -0.00961503 -0.00229269
internal_weight=0 0.007759 0.00674571 0.00537486 0.00419403 0.00291008
internal_count=3121 2744 2555 2287 2180 1486
is_linear=0
shrinkage=0.1


Tree=6165
num_leaves=7
num_cat=0
split_feature=0 42 16 49 0 13
split_gain=1.96311e-05 2.59818e-05 5.10152e-05 7.31881e-05 8.96887e-05 2.33227e-05
threshold=-0.019414999999999998 0.091295000000000015 -0.27167499999999994 -0.0060549999999999988 -0.10096999999999999 0.030370000000000005
decision_type=2 2 2 2 2 2
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right_child=5 -3 3 4 -6 -7
leaf_value=-0.022938866837486558 -0.00093529019271151631 0.010854370737923506 -0.017804767939846044 0.028201517712308135 -0.0066361573741103574 0.019335247889267895
leaf_weight=0.001294564310916688 0.0012971238134673164 0.001179453796692263 0.0015896836422772827 0.0013227983377502627 0.001674418604800778 0.0010092398962212343
leaf_count=257 207 635 389 197 1278 158
internal_value=0 -0.00269148 -0.00540793 -0.000460165 0.00873918 0.00793488
internal_weight=0 0.00706092 0.00588146 0.0045869 0.00299722 0.00230636
internal_count=3121 2756 2121 1864 1475 365
is_linear=0
shrinkage=0.1


Tree=6166
num_leaves=9
num_cat=0
split_feature=15 15 49 51 43 52 49 1
split_gain=7.35334e-05 0.000101072 0.000102665 4.64462e-05 4.12332e-05 6.68842e-05 7.83827e-05 9.06568e-05
threshold=-0.24436499999999997 -0.11713499999999999 0.0043850000000000009 0.087505000000000013 -0.17390999999999998 0.084960000000000022 -0.039339999999999993 0.088485000000000022
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=0.00046790620798231917 -0.00064936948040885821 0.00028248874240278954 0.00057163888733121997 -0.00046784576491373315 0.00040513280036288935 -0.00049919839464502311 0.00015107532096597808 -0.0005193699237983669
leaf_weight=0.0010887094505961656 0.0010339121146362177 0.0013840013960610461 0.0010586225440653877 0.0010243003668474618 0.0013812774647713154 0.0012330849760035746 0.0016941272976617571 0.0014298779378545412
leaf_count=253 231 121 482 292 254 633 472 383
internal_value=0 -6.80853e-05 -2.79708e-06 -7.74424e-05 -2.12967e-05 -9.45649e-05 1.61823e-05 -0.000155792
internal_weight=0 0.0102392 0.00920529 0.00814667 0.00712237 0.00573837 0.00450528 0.00312401
internal_count=3121 2868 2637 2155 1863 1742 1109 855
is_linear=0
shrinkage=0.00196078


Tree=6167
num_leaves=8
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split_feature=49 42 43 2 13 3 4
split_gain=1.72282e-05 4.46341e-05 3.96835e-05 4.77511e-05 5.60173e-05 5.56238e-05 2.9292e-05
threshold=-0.043469999999999995 0.091545000000000015 0.070450000000000013 0.10731 -0.033284999999999988 -0.015584999999999998 0.0061450000000000003
decision_type=2 2 2 2 2 2 2
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leaf_value=-0.0038836833261337873 -0.014485371686885599 -0.021807324058379783 0.018085261988766133 -0.016648341394386545 0.029985126200477108 -0.0012748246308473112 0.019453381166474999
leaf_weight=0.00107664848433979 0.0011175980256968735 0.0010198500714738122 0.0010905352374081228 0.0016952228329508512 0.0010358100110110916 0.001263667447190329 0.0010747285131040962
leaf_count=269 713 614 233 318 630 188 156
internal_value=0 -0.00242031 0.000767244 -0.00292697 0.00388025 0.0128064 0.00777444
internal_weight=0 0.00722268 0.00620283 0.0051123 0.00341708 0.00229948 0.00215138
internal_count=3121 2696 2082 1849 1531 818 425
is_linear=0
shrinkage=0.1


Tree=6168
num_leaves=8
num_cat=0
split_feature=43 1 16 0 2 151 4
split_gain=3.09109e-05 5.09475e-05 6.61423e-05 7.97905e-05 5.02318e-05 9.87796e-05 3.60469e-05
threshold=-0.34140499999999996 0.12500000000000003 0.22339500000000004 -0.077999999999999986 0.089885000000000007 -0.0083949999999999979 -0.00099499999999999979
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=-0.00033344985451044833 -3.918621200168809e-05 0.00038610977372425517 -0.00049287150691500311 0.00037393046272075046 -0.00038984156320946711 0.00037170183620934173 -0.0005418370099428304
leaf_weight=0.0010029986186150747 0.0010055643264783453 0.0013173643055383469 0.0010336537567343746 0.0019603584624586778 0.0010556869063741239 0.0017246365111748831 0.0012068420218423058
leaf_count=133 930 274 381 594 175 396 238
internal_value=0 2.88486e-05 -3.00794e-05 3.87197e-05 -9.28983e-05 8.25443e-05 -0.000313376
internal_weight=0 0.00930411 0.00798674 0.00695309 0.00499273 0.00278032 0.00221241
internal_count=3121 2988 2714 2333 1739 571 1168
is_linear=0
shrinkage=0.00196078


Tree=6169
num_leaves=7
num_cat=0
split_feature=2 2 13 0 0 16
split_gain=1.77885e-05 4.0085e-05 3.96096e-05 2.74093e-05 5.76942e-05 2.26678e-05
threshold=0.099185000000000009 0.091185000000000002 -0.08971999999999998 -0.060129999999999996 -0.10607499999999999 -0.074319999999999983
decision_type=2 2 2 2 2 2
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leaf_value=0.0095724797973799416 0.018949397965758126 -0.020047305646501964 -0.012892436865492669 0.012768956202187509 -0.018609825116841883 0.0059171009390775638
leaf_weight=0.0014390824462140899 0.0013464100587348513 0.0011862812928861459 0.0011230370303356133 0.0013101655179154344 0.0014668032399881041 0.0014917421436335498
leaf_count=199 200 403 246 194 1406 473
internal_value=0 -0.00380829 0.00501409 0.000760921 -0.0046531 -0.00216152
internal_weight=0 0.00540233 0.00396119 0.00421605 0.00290589 0.00261478
internal_count=3121 2202 919 1799 1605 719
is_linear=0
shrinkage=0.1


Tree=6170
num_leaves=7
num_cat=0
split_feature=4 4 2 48 3 13
split_gain=1.69471e-05 3.89485e-05 4.48946e-05 3.91252e-05 6.39196e-05 0.000105193
threshold=0.26790000000000008 0.098655000000000007 0.10981000000000002 0.083985000000000018 -0.08824499999999999 -0.063184999999999977
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.030164800328127087 0.0091937992967361312 -0.017259547348802386 0.016131425291108888 0.01179032961562025 -0.022549994171470009 0.018262856458667393
leaf_weight=0.0010063162751332302 0.0016305369218416839 0.0013785900579760231 0.0015417099555325043 0.0012420348722549128 0.0011632634067514844 0.0013815686079675592
leaf_count=496 377 170 352 378 850 498
internal_value=0 -0.00202702 0.00128786 -0.00348652 -0.00882969 -0.000393029
internal_weight=0 0.00771348 0.00633489 0.00479318 0.00355115 0.00254483
internal_count=3121 2744 2574 2222 1844 1348
is_linear=0
shrinkage=0.1


Tree=6171
num_leaves=7
num_cat=0
split_feature=159 2 151 15 13 15
split_gain=1.6321e-05 3.33372e-05 5.93141e-05 8.08382e-05 8.90193e-05 3.62403e-05
threshold=-1.0000000180025095e-35 0.088850000000000012 -0.044604999999999992 -0.074054999999999996 -0.076384999999999995 -0.016799999999999995
decision_type=2 2 2 2 2 2
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leaf_value=-0.01211874916499925 -0.017562434826348547 -0.01523001038860114 0.03167605762079416 0.021406440771460509 -0.014708846330293058 0.0037736873160118495
leaf_weight=0.0010022518837735734 0.0015555544371942097 0.0010177470687737066 0.0013600828781269716 0.001261586213436565 0.0014868770875979089 0.0016305640783820039
leaf_count=509 477 256 414 167 469 829
internal_value=0 0.00138967 0.00638231 0.011736 0.00186862 -0.00664322
internal_weight=0 0.00831241 0.00512629 0.00410855 0.00274846 0.00318612
internal_count=3121 2612 1306 1050 636 1306
is_linear=0
shrinkage=0.1


Tree=6172
num_leaves=7
num_cat=0
split_feature=11 13 52 4 13 52
split_gain=1.52843e-05 3.04202e-05 6.99057e-05 4.30707e-05 3.76915e-05 4.1627e-05
threshold=1.0000000180025095e-35 -0.0030199999999999997 -0.013374999999999998 -0.07533999999999999 0.11217000000000001 -0.0064899999999999992
decision_type=2 2 2 2 2 2
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leaf_value=0.027158191418394408 -0.011369604569823308 -0.022685157026530633 0.013157375175702736 -0.014770408669099922 0.0096516951785045983 5.1803403645705658e-05
leaf_weight=0.0012729392898077349 0.0010579834550239605 0.001415941392135147 0.001003608170127925 0.0012277738094086251 0.0014396449751234172 0.0018668392637204562
leaf_count=670 244 268 587 782 195 375
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internal_weight=0 0.00822675 0.00350432 0.00223138 0.00472243 0.00328278
internal_count=3121 2877 2039 1369 838 643
is_linear=0
shrinkage=0.1


Tree=6173
num_leaves=8
num_cat=0
split_feature=0 4 0 133 42 49 0
split_gain=3.13936e-05 4.38735e-05 4.13487e-05 6.62269e-05 9.71251e-05 5.34149e-05 6.72011e-05
threshold=-1.0000000180025095e-35 -0.46376499999999993 -0.053834999999999994 -1.0000000180025095e-35 0.088060000000000013 -0.0060549999999999988 -0.10151999999999999
decision_type=2 2 2 2 2 2 2
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right_child=1 -3 -4 4 -6 6 -8
leaf_value=-0.00047292414803450338 -7.8187140539296823e-05 0.00047002355460849224 -0.00042321591516550144 -0.00032046207400784633 0.00053972209201400272 0.00031610681072088048 -0.00030462310518053883
leaf_weight=0.0010076187055658801 0.0011005880924838856 0.0011453579078535593 0.0010519478742638212 0.0018576718978662431 0.0013246225933528262 0.0019556713916837349 0.0010204285017315099
leaf_count=821 164 161 203 362 639 218 553
internal_value=0 0.000201382 -6.02046e-05 -6.91564e-06 6.93313e-05 -5.95722e-05 0.000103274
internal_weight=0 0.00224595 0.00821796 0.00716601 0.00615839 0.00483377 0.0029761
internal_count=3121 325 2796 2593 1772 1133 771
is_linear=0
shrinkage=0.00196078


Tree=6174
num_leaves=8
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split_feature=11 2 52 12 3 2 12
split_gain=4.6893e-05 4.86953e-05 0.000117214 9.48391e-05 9.37453e-05 4.8009e-05 6.85674e-05
threshold=0.079915000000000014 0.10912000000000001 0.10160000000000001 0.095110000000000014 0.12178000000000001 0.089885000000000007 0.051320000000000005
decision_type=2 2 2 2 2 2 2
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leaf_value=2.9753687777379101e-05 -0.00041219331941098463 0.00063901458125306503 -0.00066756895297401936 0.00056812849665234988 -7.5952988751426973e-05 0.00015614448515715649 -0.00061820880339076957
leaf_weight=0.0014555300988444678 0.0010011447525014152 0.0012918335350158797 0.0010252235732656646 0.0011055721388153784 0.0015523339545300274 0.0019921825763145008 0.0011042131464791727
leaf_count=236 199 390 443 299 162 404 988
internal_value=0 3.39079e-05 -5.75453e-05 5.30002e-05 0.000248788 -7.21142e-05 -0.000249762
internal_weight=0 0.00952689 0.00668272 0.0056575 0.00284417 0.00455193 0.00255974
internal_count=3121 2922 2370 1927 552 1628 1224
is_linear=0
shrinkage=0.00196078


Tree=6175
num_leaves=7
num_cat=0
split_feature=4 40 47 16 52 3
split_gain=1.49863e-05 3.39943e-05 6.10089e-05 4.10423e-05 6.27461e-05 7.49276e-05
threshold=0.26790000000000008 -0.064864999999999992 0.092165000000000011 -0.18708499999999997 0.0031350000000000002 0.090900000000000009
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=-0.019060691414773831 0.0086653066238014231 -0.022188371686628128 0.01966154403451742 -0.019146865115278786 0.018505771164809618 0.01414604943457789
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leaf_count=189 377 129 268 1124 901 133
internal_value=0 -0.00190505 0.000675144 -0.00413825 0.000131311 -0.00779757
internal_weight=0 0.00767976 0.00667574 0.0053256 0.00430686 0.0030086
internal_count=3121 2744 2555 2287 2158 1257
is_linear=0
shrinkage=0.1


Tree=6176
num_leaves=8
num_cat=0
split_feature=52 52 1 4 2 2 12
split_gain=2.76875e-05 6.62001e-05 3.36183e-05 0.000130796 2.88306e-05 6.27867e-05 3.66657e-05
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decision_type=2 2 2 2 2 2 2
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leaf_value=-0.00030103162936591897 0.00042386228743339442 0.00014368905537098946 0.00048226551201219334 -0.00072293657400629104 -0.00039282381835517642 0.0002112020857983507 -2.2185676207737427e-05
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leaf_count=364 407 372 175 1092 125 265 321
internal_value=0 3.86486e-05 -3.3989e-05 -0.000205952 6.42238e-05 -7.35835e-05 0.000229352
internal_weight=0 0.0090961 0.00765302 0.00278198 0.00487104 0.00265517 0.00221587
internal_count=3121 2757 2350 1464 886 390 496
is_linear=0
shrinkage=0.00196078


Tree=6177
num_leaves=9
num_cat=0
split_feature=4 0 157 160 52 4 15 49
split_gain=5.11278e-05 0.000112521 6.33156e-05 0.000103744 0.00013113 9.52215e-05 6.16451e-05 0.000119579
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decision_type=2 2 2 2 2 2 2 2
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leaf_weight=0.0010149249751747391 0.001045119111486071 0.0017796068591496008 0.001130208456326361 0.0010895912032607574 0.0010055139890103072 0.0017337637009603923 0.0010110937152243748 0.001441753831053236
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internal_weight=0 0.0102367 0.00845704 0.00741192 0.00628172 0.0052762 0.00354244 0.00253135
internal_count=3121 2952 2744 2366 1778 1167 932 637
is_linear=0
shrinkage=0.00196078


Tree=6178
num_leaves=9
num_cat=0
split_feature=4 0 157 160 52 4 2 1
split_gain=3.99419e-05 9.52645e-05 4.52362e-05 6.30442e-05 7.43151e-05 5.44514e-05 5.68125e-05 5.64307e-05
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decision_type=2 2 2 2 2 2 2 2
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leaf_weight=0.0010129686320477305 0.0010868257705245656 0.0013325832257674803 0.0011320390460959097 0.0013128776122785161 0.0010008470929328394 0.0011042269929806732 0.0011339169777140174 0.0016833097684641777
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internal_value=0 3.43838e-05 -4.2422e-05 -9.75115e-05 -2.02244e-05 -0.000113829 -0.000217237 -7.57623e-05
internal_weight=0 0.00978663 0.00845404 0.00736722 0.00623518 0.00523433 0.0041301 0.00299619
internal_count=3121 2952 2779 2392 1802 1173 996 624
is_linear=0
shrinkage=0.00196078


Tree=6179
num_leaves=8
num_cat=0
split_feature=52 52 160 160 12 52 12
split_gain=3.02907e-05 5.43327e-05 4.40467e-05 4.66593e-05 6.2861e-05 6.99635e-05 4.25844e-05
threshold=-0.26636999999999994 -0.081934999999999994 1.0000000180025095e-35 -0.079874999999999988 0.10193000000000001 0.077655000000000016 0.086850000000000024
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=-0.00033151475618548861 0.00036556472116127233 -0.00031869506671222084 -0.00041176708646999301 -0.00014552255909511768 -0.00033178043557884041 0.00058363341882444026 0.00032346092479000892
leaf_weight=0.0010065758462327193 0.0015206554329349623 0.0012765925169992212 0.0010569302631766716 0.0018698644395610151 0.001056605213721677 0.00129524254529105 0.0012367037871744973
leaf_count=354 407 586 250 392 211 547 374
internal_value=0 2.65392e-05 -3.96242e-05 1.87765e-05 9.7703e-05 0.000200796 4.11766e-05
internal_weight=0 0.00931259 0.00779194 0.00673501 0.00545842 0.00440181 0.00310657
internal_count=3121 2767 2360 2110 1524 1313 766
is_linear=0
shrinkage=0.00196078


Tree=6180
num_leaves=9
num_cat=0
split_feature=49 42 3 12 1 0 1 1
split_gain=1.7816e-05 4.2953e-05 4.26063e-05 4.71272e-05 5.05685e-05 4.12688e-05 2.86207e-05 7.8212e-08
threshold=-0.043469999999999995 0.091545000000000015 0.10893000000000001 0.084100000000000022 0.08844500000000001 -0.084044999999999995 0.093205000000000024 0.11212500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=6 2 3 5 -5 -2 -1 -4
right_child=1 -3 7 4 -6 -7 -8 -9
leaf_value=-0.0036806035750711545 0.003092411593000458 -0.02153240813627736 -0.011909144877391187 -0.019105030151821425 0.011686573093801771 0.031414615883570078 0.019395574708264925 -0.010662394140661002
leaf_weight=0.0010684042565960745 0.0010318531317581444 0.0010132149149509754 0.0010043203494537467 0.0010869043177773332 0.0010472464731818335 0.0010260816948815627 0.0010815445660944086 0.0010083638033099246
leaf_count=188 306 614 62 1073 317 193 237 131
internal_value=0 -0.00244263 0.000674657 0.00641644 -0.00399532 0.0172138 0.00792801 -0.0112845
internal_weight=0 0.00721798 0.00620477 0.00419209 0.00213415 0.00205793 0.00214995 0.00201268
internal_count=3121 2696 2082 1889 1390 499 425 193
is_linear=0
shrinkage=0.1


Tree=6181
num_leaves=8
num_cat=0
split_feature=42 43 0 4 3 3 4
split_gain=1.78646e-05 3.33346e-05 4.91134e-05 3.88919e-05 5.07683e-05 2.89292e-05 6.73724e-05
threshold=-1.0000000180025095e-35 -0.061959999999999994 -0.068189999999999987 -0.27825499999999997 -0.078724999999999976 0.090900000000000009 0.056795000000000005
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=-0.010076758348329856 -0.001622915243275039 -0.019349228364225833 0.028589772987292147 0.021163461288801512 -0.016724992474394001 0.019798582962806011 -0.013779800376175612
leaf_weight=0.0014943133848999623 0.001157682947198998 0.00106953830952291 0.0010052524448207515 0.0010480977104893418 0.0011743961562677915 0.0011557480418069935 0.0012371558434634568
leaf_count=862 798 193 225 454 316 119 154
internal_value=0 0.00185278 0.0124188 -0.00216726 0.00181437 -0.00387053 0.00243821
internal_weight=0 0.00784787 0.00216294 0.00568494 0.0046154 0.0035673 0.0023929
internal_count=3121 2259 1023 1236 1043 589 273
is_linear=0
shrinkage=0.1


Tree=6182
num_leaves=7
num_cat=0
split_feature=51 50 16 16 48 1
split_gain=1.83015e-05 2.79147e-05 3.8643e-05 4.85616e-05 4.42291e-05 3.44725e-06
threshold=-0.076794999999999988 0.088425000000000017 -0.079109999999999986 0.071345000000000006 0.085845000000000019 0.087135000000000004
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=-0.009320205078436148 0.010519616259987798 -0.013016149308821424 0.026520400971357744 0.0013486873651297742 -0.016813047419686217 0.0023491999238883093
leaf_weight=0.0017329732159773658 0.0010266840045186324 0.0010556909900047533 0.0013857922975396937 0.0017148053725992685 0.0013600634948120207 0.0010389794010198625
leaf_count=537 606 523 736 243 188 288
internal_value=0 0.00207039 0.00451078 0.012599 -0.00280983 0.00641009
internal_weight=0 0.00758202 0.00652632 0.0031006 0.00342573 0.00206566
internal_count=3121 2584 2061 979 1082 894
is_linear=0
shrinkage=0.1


Tree=6183
num_leaves=8
num_cat=0
split_feature=52 16 43 43 48 15 0
split_gain=4.96462e-05 7.16232e-05 9.75911e-05 7.14066e-05 5.79818e-05 5.91562e-05 6.08877e-05
threshold=-0.26636999999999994 0.23311500000000004 -0.092909999999999979 -0.063379999999999978 0.085845000000000019 -0.10203999999999998 -0.10096999999999999
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=-0.00040650087416044516 -0.00045997160478572534 0.00051244346953880867 0.00052200146401411079 -0.00025938416031202671 -0.00028473837908299892 0.00054824018558548781 -2.9480501064293558e-05
leaf_weight=0.0010586584662709694 0.0015789208131495019 0.0010973357975245504 0.0011688508948907907 0.0010873809291223513 0.0019520072348220572 0.0015049614738175243 0.0013135584837860388
leaf_count=354 379 130 760 212 254 172 860
internal_value=0 4.06782e-05 -1.9478e-05 7.95014e-05 -8.79235e-06 0.000129114 0.000278996
internal_weight=0 0.00970302 0.00860568 0.00702676 0.00585791 0.0039059 0.00281852
internal_count=3121 2767 2637 2258 1498 1244 1032
is_linear=0
shrinkage=0.00196078


Tree=6184
num_leaves=7
num_cat=0
split_feature=4 151 4 3 13 16
split_gain=1.72461e-05 2.83989e-05 6.08405e-05 4.79974e-05 4.78009e-05 1.25068e-05
threshold=0.26790000000000008 -0.024429999999999997 -0.0029599999999999995 0.083060000000000009 -0.076384999999999995 0.023255000000000001
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=0.011809180722830026 0.0092672052153507396 0.018006428747732339 -0.0040169105373134032 -0.030153346709944878 0.0021465610044123953 -0.013107550204933916
leaf_weight=0.0012426790812940236 0.0016390019321301545 0.0014455238120187433 0.0015819457316374069 0.0012640656486217483 0.0010708760700782315 0.0010791286054117281
leaf_count=450 377 614 530 78 730 342
internal_value=0 -0.00203178 -0.00470193 -0.0156255 0.00394454 -0.00550977
internal_weight=0 0.00768422 0.00644154 0.00284601 0.00359553 0.00215
internal_count=3121 2744 2294 608 1686 1072
is_linear=0
shrinkage=0.1


Tree=6185
num_leaves=7
num_cat=0
split_feature=11 2 3 52 1 4
split_gain=1.83902e-05 3.32775e-05 7.42435e-05 7.38022e-05 4.71691e-05 4.2392e-05
threshold=1.0000000180025095e-35 0.10912000000000001 0.12178000000000001 0.084960000000000022 0.083835000000000007 0.09173000000000002
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 -5 5 -7
leaf_value=0.018732460380189553 -0.012405194892357849 0.030461249576459709 -0.0043734150834438051 -0.023652964295417828 -0.012238243359150587 0.01221758092884938
leaf_weight=0.0013946309815164679 0.0010654247737284144 0.0011099711870049414 0.001363324816190576 0.001292550575394992 0.0019696797209957733 0.001107233127192533
leaf_count=792 244 389 162 787 615 132
internal_value=0 0.00155671 0.0112598 -0.00260674 0.00347691 -0.00343777
internal_weight=0 0.00823739 0.0024733 0.00576409 0.00447154 0.00307691
internal_count=3121 2877 551 2326 1539 747
is_linear=0
shrinkage=0.1


Tree=6186
num_leaves=8
num_cat=0
split_feature=4 42 43 52 49 12 16
split_gain=3.72909e-05 4.50234e-05 6.83389e-05 5.79552e-05 7.37728e-05 7.17966e-05 7.5253e-05
threshold=0.36766000000000004 0.091735000000000025 0.093175000000000022 -0.10925999999999998 -0.006494999999999999 0.090455000000000021 -0.074319999999999983
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=-0.0005059973267589825 0.00026935424062066827 -0.00043387113285087132 0.0004610727030303062 -0.00032828646689801771 -0.00041394143000784934 0.00057786583545493928 0.00025204181844450373
leaf_weight=0.0010178701114921486 0.0016292978850921602 0.0010535960040042617 0.001058049977612479 0.0017690713305190506 0.0010898532391853508 0.0011032707807449972 0.0016248318670083629
leaf_count=411 328 565 194 367 553 292 411
internal_value=0 -5.38236e-05 -1.57004e-06 -7.56816e-05 2.71531e-06 0.000156087 -1.53277e-05
internal_weight=0 0.00871654 0.00766295 0.0066049 0.00558703 0.00381796 0.00271469
internal_count=3121 2793 2228 2034 1623 1256 964
is_linear=0
shrinkage=0.00196078


Tree=6187
num_leaves=7
num_cat=0
split_feature=11 49 13 43 0 13
split_gain=1.62892e-05 2.89546e-05 5.25804e-05 5.15441e-05 5.88494e-05 4.98473e-05
threshold=0.078065000000000009 0.10247500000000002 -0.094514999999999988 -0.067899999999999974 -0.22491999999999998 -0.0030199999999999997
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=0.014650342454330679 -0.012093544722944178 0.017350489612185823 0.018792566914417067 0.0021477161382001822 -0.026115627007338073 -0.0090715795811023466
leaf_weight=0.0016957349396457171 0.0010002947081876488 0.0010024179717626541 0.0012942130404284403 0.0012666936754496814 0.0017607639388542739 0.0012740358713253892
leaf_count=296 211 323 789 102 1111 289
internal_value=0 0.0014151 -0.000775675 -0.00545041 -0.0142902 0.00496995
internal_weight=0 0.00829386 0.00729144 0.00559571 0.00302746 0.00256825
internal_count=3121 2910 2587 2291 1213 1078
is_linear=0
shrinkage=0.1


Tree=6188
num_leaves=8
num_cat=0
split_feature=1 42 3 133 3 2 2
split_gain=3.26749e-05 4.66754e-05 3.5422e-05 5.1936e-05 4.90207e-05 4.39746e-05 1.92405e-05
threshold=0.12500000000000003 0.091735000000000025 -0.087784999999999988 0.076280000000000014 -1.0000000180025095e-35 0.086590000000000014 0.092480000000000021
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=-0.00011074145509912778 0.00024593321487929816 -0.00043932255419156419 -0.00056397062147906581 0.00028137090150248814 0.00010720740649769925 0.00043377479872764392 -0.00020272895200451285
leaf_weight=0.0010116441512673889 0.001582176832115134 0.0010928829761761745 0.0010378183964794602 0.0011178449393218787 0.0013253901401583082 0.0013067975301277199 0.0018379364735676695
leaf_count=296 279 583 736 518 123 395 191
internal_value=0 -6.03168e-05 -6.08273e-06 -9.42437e-05 -0.000194188 0.000196177 -7.28699e-05
internal_weight=0 0.00873031 0.00763743 0.00531899 0.00420115 0.00231844 0.00316333
internal_count=3121 2842 2259 1568 1050 691 314
is_linear=0
shrinkage=0.00196078


Tree=6189
num_leaves=10
num_cat=0
split_feature=42 40 48 48 2 12 2 3 43
split_gain=5.30054e-05 6.2286e-05 0.000125432 0.000111068 6.22092e-05 6.34102e-05 9.95775e-05 4.61589e-05 3.27612e-05
threshold=-0.095859999999999987 -0.013874999999999998 0.11951500000000001 0.093265000000000015 0.113445 0.090455000000000021 0.091545000000000015 -0.066704999999999987 -0.074359999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 -3 -7
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leaf_value=-0.00044057100766690336 0.00044924416073538362 -0.00038569199514572187 -0.00067930848672914386 0.00063961242432399891 0.00037794403714171766 0.00036412104524749701 -0.00078738845578007848 0.00016156871567731009 -0.00011625403443497664
leaf_weight=0.0010097622236962837 0.0012036322609829666 0.001015568667558365 0.0010027590550451626 0.0010848711706813808 0.0011612117951142458 0.0011758564729142241 0.0010551642816968511 0.0014225876928510759 0.0010187182208074353
leaf_count=241 295 903 80 192 278 230 230 159 513
internal_value=0 3.05079e-05 -2.58891e-05 5.66953e-05 -3.56365e-05 -0.000120071 -0.000284164 -6.63826e-05 0.000141132
internal_weight=0 0.0101404 0.00893674 0.00793398 0.00684911 0.0056879 0.00349332 0.00243816 0.00219457
internal_count=3121 2880 2585 2505 2313 2035 1292 1062 743
is_linear=0
shrinkage=0.00196078


Tree=6190
num_leaves=7
num_cat=0
split_feature=1 42 51 2 13 4
split_gain=1.51205e-05 3.8275e-05 2.84507e-05 3.52285e-05 5.13864e-05 4.98753e-05
threshold=0.12500000000000003 0.091545000000000015 -0.076794999999999988 0.11144000000000001 -0.095539999999999986 -0.0016099999999999997
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=0.0010264381656097674 0.0014262281225459828 0.0010117506409878432 0.0010855046638137034 0.0012409253477880548 0.0019289607787192954 0.0015999144790892624
leaf_count=406 279 601 126 181 1149 379
internal_value=0 -0.00176981 0.000900183 0.00359227 -0.000430159 0.00542266
internal_weight=0 0.00789349 0.00688174 0.00585531 0.00461438 0.00352888
internal_count=3121 2842 2241 1835 1654 1528
is_linear=0
shrinkage=0.1


Tree=6191
num_leaves=7
num_cat=0
split_feature=4 15 12 52 16 15
split_gain=1.57782e-05 5.43169e-05 3.5581e-05 6.10451e-05 6.17778e-05 6.22704e-05
threshold=0.24564500000000003 -0.15914499999999995 0.098810000000000023 0.091275000000000009 0.071345000000000006 -0.0063699999999999989
decision_type=2 2 2 2 2 2
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leaf_weight=0.0016042326506658447 0.0011440317200033031 0.0010070630176934289 0.0010781909658385894 0.0014645912948029367 0.0011587676330111511 0.0018421059147147676
leaf_count=631 263 163 404 497 391 772
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internal_weight=0 0.00215109 0.00714789 0.0060697 0.00460511 0.00344634
internal_count=3121 426 2695 2291 1794 1403
is_linear=0
shrinkage=0.1


Tree=6192
num_leaves=7
num_cat=0
split_feature=150 16 52 16 0 1
split_gain=1.77195e-05 3.79907e-05 4.82683e-05 7.41315e-05 7.42908e-05 1.79364e-05
threshold=0.081835000000000019 0.38525000000000004 -0.049749999999999996 -0.056919999999999991 -0.11756999999999999 0.093575000000000019
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=0.0012669570630015146 0.0016875431398469757 0.0011601834955687644 0.0014113295629012315 0.0016442019041705957 0.0010961602787415445 0.0010049849584525307
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internal_weight=0 0.00758382 0.00642363 0.00515668 0.00351247 0.00210115
internal_count=3121 2701 2398 1909 1391 1189
is_linear=0
shrinkage=0.1


Tree=6193
num_leaves=8
num_cat=0
split_feature=48 16 52 0 0 13 2
split_gain=3.77998e-05 9.8242e-05 7.42036e-05 8.67733e-05 8.4422e-05 6.14765e-05 6.02957e-05
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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
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internal_value=0 3.67596e-05 -3.5523e-05 3.50121e-05 -0.000168792 0.000261953 2.50717e-05
internal_weight=0 0.00931397 0.00825093 0.00721305 0.00380024 0.0034128 0.00263899
internal_count=3121 3007 2815 2378 1543 835 317
is_linear=0
shrinkage=0.00196078


Tree=6194
num_leaves=8
num_cat=0
split_feature=50 3 49 15 15 13 15
split_gain=1.69764e-05 2.74384e-05 3.93003e-05 5.8748e-05 5.97506e-05 5.96635e-05 4.69525e-05
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decision_type=2 2 2 2 2 2 2
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internal_weight=0 0.00816945 0.00643436 0.00429747 0.00218482 0.00211265 0.00213689
internal_count=3121 2561 2258 1795 820 975 463
is_linear=0
shrinkage=0.1


Tree=6195
num_leaves=8
num_cat=0
split_feature=48 16 52 0 0 13 2
split_gain=2.95876e-05 9.72696e-05 5.71629e-05 5.77545e-05 6.10862e-05 5.69347e-05 5.34533e-05
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decision_type=2 2 2 2 2 2 2
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leaf_value=0.00059251176591869066 -0.00032075193251352525 0.00025085141156340056 -0.00047861122240567514 0.00042919290809232866 -0.00052998528596480768 -8.6406411930762639e-05 -0.00032393360984845119
leaf_weight=0.0010549783427608551 0.0010120529412444212 0.0015385315588043159 0.001003114799145559 0.0019168431341106897 0.0011191133785801435 0.0014434551042014111 0.0010442502448530892
leaf_count=192 114 152 437 603 1226 232 165
internal_value=0 3.26216e-05 -4.06145e-05 2.15986e-05 -0.00014734 0.000207711 1.84588e-05
internal_weight=0 0.00912029 0.00806531 0.00706219 0.0037019 0.0033603 0.00258278
internal_count=3121 3007 2815 2378 1543 835 317
is_linear=0
shrinkage=0.00196078


Tree=6196
num_leaves=8
num_cat=0
split_feature=49 1 2 42 4 4 0
split_gain=1.84819e-05 3.59587e-05 4.44935e-05 7.2402e-05 3.88104e-05 3.38056e-05 6.00892e-06
threshold=-0.043469999999999995 0.12337000000000002 0.11389000000000002 0.084050000000000014 -0.084369999999999987 0.0061450000000000003 -0.10836499999999999
decision_type=2 2 2 2 2 2 2
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right_child=1 -3 -4 -5 6 -7 -8
leaf_value=-0.004492189157600468 -0.0071234635321323894 0.012900592315198129 -0.024923351321311606 -0.020278784954968078 0.0093824793784365937 0.020740241034519505 0.0201648603514991
leaf_weight=0.001060150039506536 0.0013247137906991736 0.0012525435675144036 0.0010046160515369195 0.0014783020445107843 0.0010284532551478366 0.0010637391545819518 0.0010390129179327463
leaf_count=269 441 241 262 1016 152 156 584
internal_value=0 -0.00248239 -0.00576197 -0.00180962 0.00623919 0.00814535 0.0148012
internal_weight=0 0.00712764 0.0058751 0.00487048 0.00339218 0.00212389 0.00206747
internal_count=3121 2696 2455 2193 1177 425 736
is_linear=0
shrinkage=0.1


Tree=6197
num_leaves=8
num_cat=0
split_feature=4 15 42 0 52 4 2
split_gain=3.44218e-05 5.1803e-05 3.76244e-05 5.1664e-05 6.32408e-05 7.47207e-05 1.59045e-05
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decision_type=2 2 2 2 2 2 2
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right_child=1 -3 3 -5 5 -7 -8
leaf_value=-0.00042051092517448734 0.00046372320421308116 -0.00011195111806539339 -0.00046364614985209684 0.00030758578914033704 0.00044819137380582713 -0.00025516550652003556 0.00010606230050941114
leaf_weight=0.0010129590438218532 0.0013096533794062515 0.0011106350360777244 0.001400217696439535 0.0014899529985322431 0.0010485061195088332 0.0019609076558369711 0.001041106488653951
leaf_count=349 266 160 473 166 662 457 588
internal_value=0 0.000199555 -6.75011e-05 -1.59811e-05 -0.000104428 1.97499e-05 0.000277733
internal_weight=0 0.00242029 0.00795365 0.00694069 0.00545074 0.00405052 0.00208961
internal_count=3121 426 2695 2346 2180 1707 1250
is_linear=0
shrinkage=0.00196078


Tree=6198
num_leaves=6
num_cat=0
split_feature=42 160 52 49 4
split_gain=1.86294e-05 3.86993e-05 4.42788e-05 7.21028e-05 7.806e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077655000000000016 -0.043469999999999995 0.076415000000000025
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
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leaf_value=-0.010312930847298995 -0.010766156487723494 0.017967326827318931 0.019974122939043441 -0.027781110021568717 0.005939986073965022
leaf_weight=0.0014830183689494543 0.0018363582836487214 0.0015337019823500162 0.0016145609822350885 0.0012352401591845048 0.0015452192082368449
leaf_count=862 828 250 340 612 229
internal_value=0 0.00191855 0.0058475 0.000560656 -0.00904087
internal_weight=0 0.00776508 0.00592872 0.00431416 0.00278046
internal_count=3121 2259 1431 1091 841
is_linear=0
shrinkage=0.1


Tree=6199
num_leaves=8
num_cat=0
split_feature=48 16 52 0 0 2 13
split_gain=3.35755e-05 9.49527e-05 6.56152e-05 6.08628e-05 6.11981e-05 6.21157e-05 5.918e-05
threshold=0.11951500000000001 -0.5048999999999999 0.11434500000000002 -0.077999999999999986 -0.10607499999999999 0.092875000000000013 0.0076650000000000008
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -5
right_child=-2 2 -4 6 -6 -7 -8
leaf_value=0.00057787811667280248 -0.00034555773958421253 0.00026552375363369119 -0.00050585230940721599 0.00043947800612968057 -0.00053120323269682476 -0.00034732981315030247 -8.4328849485767641e-05
leaf_weight=0.0010753097629116392 0.001014855857350617 0.0015613688918486674 0.0010251168785356648 0.0019368499954780412 0.0011201408482602185 0.0010726626886106497 0.001450142782809056
leaf_count=192 114 152 437 603 1226 165 232
internal_value=0 3.0162e-05 -4.19595e-05 2.46325e-05 -0.000147305 1.595e-05 0.00021521
internal_weight=0 0.00924159 0.00816628 0.00714117 0.00375417 0.00263403 0.00338699
internal_count=3121 3007 2815 2378 1543 317 835
is_linear=0
shrinkage=0.00196078


Tree=6200
num_leaves=9
num_cat=0
split_feature=48 16 52 52 43 3 1 0
split_gain=4.70181e-05 0.000129488 6.07557e-05 5.51953e-05 9.43483e-05 6.64391e-05 6.01689e-05 7.10412e-05
threshold=0.11951500000000001 -0.5048999999999999 0.11434500000000002 0.091275000000000009 -0.13868499999999997 -0.10519499999999998 0.094825000000000007 -0.13027499999999997
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=0.00068063224245439654 -0.00039761449334690697 -0.00054650943610918222 -0.00048724901621015213 0.00044217522589976726 0.00051119378827853897 0.00012657864036218319 0.00022720900768300525 -0.00057813473209344587
leaf_weight=0.0010786601805586543 0.0010407573080847216 0.0011815302009961929 0.0010301811309845182 0.0010294282026259982 0.001037865523463171 0.0010026348218413485 0.0017368499640100887 0.0012181999433765085
leaf_count=192 114 219 437 207 179 76 426 1271
internal_value=0 4.1812e-05 -4.18466e-05 2.18243e-05 -4.82284e-05 6.96233e-05 -4.61744e-05 -0.00025998
internal_weight=0 0.00931535 0.00823669 0.00720651 0.00617708 0.00499555 0.00395768 0.00222083
internal_count=3121 3007 2815 2378 2171 1952 1773 1347
is_linear=0
shrinkage=0.00196078


Tree=6201
num_leaves=7
num_cat=0
split_feature=15 15 48 13 13 16
split_gain=3.22218e-05 3.72687e-05 3.73932e-05 5.97145e-05 0.000102369 4.38527e-05
threshold=-0.24436499999999997 -0.095869999999999983 0.091545000000000015 -0.095304999999999987 -0.033284999999999988 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
leaf_value=0.00032478183929863938 -0.00028734969720761087 0.00028566540565562926 0.00031348721758213004 -0.00068118419737569753 -0.00020695098573425764 0.00024802519040917093
leaf_weight=0.0010084509149529642 0.0019204860089952159 0.0015301564332181978 0.0013556195404098807 0.0011020530332746148 0.0017084064244948102 0.0015565628822822215
leaf_count=253 373 188 209 1092 703 303
internal_value=0 -4.44726e-05 1.98394e-05 -4.76631e-05 -0.000164458 9.95734e-06
internal_weight=0 0.00917328 0.0072528 0.00589718 0.00436702 0.00326497
internal_count=3121 2868 2495 2286 2098 1006
is_linear=0
shrinkage=0.00196078


Tree=6202
num_leaves=6
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split_feature=13 3 12 4 4
split_gain=1.55278e-05 3.43134e-05 4.43324e-05 6.58437e-05 2.83524e-05
threshold=-0.23438999999999996 0.097915000000000016 0.084100000000000022 0.09173000000000002 0.0061450000000000003
decision_type=2 2 2 2 2
left_child=-1 2 4 -4 -2
right_child=1 -3 3 -5 -6
leaf_value=0.010889090732318585 0.0032824625289481868 -0.013305165338230852 -0.017676761908249045 0.010617816721167291 0.023746896393295001
leaf_weight=0.0011380601479542797 0.0017541556158852567 0.0019105772727588191 0.0019510671214613446 0.0014217799221116366 0.0011025071373823516
leaf_count=169 457 168 1835 209 283
internal_value=0 -0.00158153 0.00201408 -0.00574955 0.0111806
internal_weight=0 0.00814009 0.00622951 0.00337285 0.00285666
internal_count=3121 2952 2784 2044 740
is_linear=0
shrinkage=0.1


Tree=6203
num_leaves=8
num_cat=0
split_feature=48 16 52 0 0 13 2
split_gain=3.20694e-05 0.000102426 6.36997e-05 6.37409e-05 6.45265e-05 4.97869e-05 4.87892e-05
threshold=0.11951500000000001 -0.5048999999999999 0.11434500000000002 -0.077999999999999986 -0.10607499999999999 0.0076650000000000008 0.092875000000000013
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -5 -3
right_child=-2 2 -4 5 -6 -7 -8
leaf_value=0.00060616900936546775 -0.00033551096889782576 0.00024126734767774438 -0.00050432730037613732 0.00042636544943925258 -0.00054641718960660765 -5.6097544911843724e-05 -0.00031033993076556778
leaf_weight=0.0010573811556351962 0.0010118692978749169 0.0015171527187542821 0.0010066155742746719 0.0019092893762062961 0.0011250675999979649 0.0014444604796628781 0.0010384589840635675
leaf_count=192 114 152 437 603 1226 232 165
internal_value=0 3.24584e-05 -4.29834e-05 2.30342e-05 -0.000155132 0.000218569 1.71247e-05
internal_weight=0 0.00909843 0.00804104 0.00703443 0.00368068 0.00335375 0.00255561
internal_count=3121 3007 2815 2378 1543 835 317
is_linear=0
shrinkage=0.00196078


Tree=6204
num_leaves=9
num_cat=0
split_feature=48 16 16 13 0 2 2 16
split_gain=3.41868e-05 0.000103718 7.04688e-05 6.64527e-05 6.39251e-05 5.97609e-05 4.67125e-05 5.00015e-05
threshold=0.11951500000000001 -0.5048999999999999 0.0065250000000000004 0.0076650000000000008 -0.053834999999999994 0.096540000000000015 0.092875000000000013 -0.088159999999999988
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 6 -4 -6 7 -3
right_child=-2 2 4 -5 5 -7 -8 -9
leaf_value=0.00060553192024476816 -0.00034701853941840712 0.0003807018454973451 0.00054569439458822179 -0.00064380409345113289 -0.00035543504590858837 0.00027300089609933804 -0.00042029819623997397 -0.00017520009793046921
leaf_weight=0.001071053134799149 0.0010158513204676549 0.0011068127570535459 0.0011479897236928048 0.0010217602341592094 0.0010875892378348535 0.001250917269395921 0.0010714090136782549 0.0014204275844647977
leaf_count=192 114 417 425 278 132 194 428 941
internal_value=0 3.20686e-05 -4.36951e-05 -0.000202497 0.000166754 -1.92712e-05 -7.71969e-05 6.82589e-05
internal_weight=0 0.00917796 0.00810691 0.00462041 0.0034865 0.00233851 0.00359865 0.00252724
internal_count=3121 3007 2815 2064 751 326 1786 1358
is_linear=0
shrinkage=0.00196078


Tree=6205
num_leaves=8
num_cat=0
split_feature=48 16 52 0 0 13 2
split_gain=3.59039e-05 9.39611e-05 6.9313e-05 6.1535e-05 5.2739e-05 5.21976e-05 4.76262e-05
threshold=0.11951500000000001 -0.5048999999999999 0.11434500000000002 -0.077999999999999986 -0.10607499999999999 0.0076650000000000008 0.092875000000000013
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -5 -3
right_child=-2 2 -4 5 -6 -7 -8
leaf_value=0.00057743172079594105 -0.00035657026170175663 0.00022556189801615931 -0.00052125495151428031 0.00042854720237291822 -0.00050157722201922886 -6.2416797568335344e-05 -0.0003118528926218994
leaf_weight=0.0010615379966259853 0.0010344609621832082 0.0015456365504812291 0.0010184387066523538 0.0019303643962209111 0.0011304252566964835 0.001463932885238689 0.0010749040565679359
leaf_count=192 114 152 437 603 1226 232 165
internal_value=0 2.86613e-05 -4.26962e-05 2.55145e-05 -0.000147581 0.000216798 5.1229e-06
internal_weight=0 0.00922524 0.0081637 0.00714526 0.00375097 0.0033943 0.00262054
internal_count=3121 3007 2815 2378 1543 835 317
is_linear=0
shrinkage=0.00196078


Tree=6206
num_leaves=8
num_cat=0
split_feature=15 16 2 42 47 3 43
split_gain=3.36833e-05 5.47026e-05 6.85058e-05 5.77957e-05 6.40755e-05 9.1973e-05 0.000111342
threshold=-0.24436499999999997 -0.36241499999999999 0.10981000000000002 0.088465000000000002 0.085270000000000026 -0.08824499999999999 -0.0030899999999999994
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=0.00033377619889857088 -0.00035859512466522743 -0.0006129337260356774 0.00037075851258501561 -0.00049897761152337843 0.00039974979759416099 0.00059103827920709549 -0.00021984677517011744
leaf_weight=0.0010195732403551058 0.0017131461833657562 0.0010269369289591752 0.0017450024285374007 0.0010072194761942691 0.0012549101128142585 0.0010176331042870831 0.0018071638450083839
leaf_count=253 248 448 368 632 186 642 344
internal_value=0 -4.11162e-05 2.80907e-05 -6.97126e-05 1.49544e-05 -0.000110413 7.22746e-05
internal_weight=0 0.00957201 0.00785887 0.00611386 0.00510664 0.00385173 0.0028248
internal_count=3121 2868 2620 2252 1620 1434 986
is_linear=0
shrinkage=0.00196078


Tree=6207
num_leaves=8
num_cat=0
split_feature=52 52 160 1 4 133 47
split_gain=3.97982e-05 5.28641e-05 4.67639e-05 4.4825e-05 8.22266e-05 8.3004e-05 2.30772e-05
threshold=-0.26636999999999994 -0.081934999999999994 1.0000000180025095e-35 0.111945 -1.0000000180025095e-35 1.0000000180025095e-35 0.090100000000000013
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=-0.00036974474086898381 0.00036968837259195112 0.00040087113848746744 -0.00040803184412998412 0.00047061398820226995 -0.000380411015388866 -0.00030492854891155525 5.9782610864932522e-05
leaf_weight=0.001020111634543513 0.0015446243513991464 0.0017628340364874923 0.0010702242020046108 0.001081057878649271 0.0019605713797535315 0.0010063033628984748 0.0010232224922940381
leaf_count=354 407 774 250 265 415 564 92
internal_value=0 3.7917e-05 -2.6917e-05 3.27667e-05 -7.31555e-05 0.000144384 0.000270844
internal_weight=0 0.00944884 0.00790421 0.00683399 0.00472971 0.00276914 0.00210428
internal_count=3121 2767 2360 2110 1753 1338 357
is_linear=0
shrinkage=0.00196078


Tree=6208
num_leaves=8
num_cat=0
split_feature=48 16 52 0 0 13 2
split_gain=3.23243e-05 9.49146e-05 6.58403e-05 5.91602e-05 6.00206e-05 5.5973e-05 5.05962e-05
threshold=0.11951500000000001 -0.5048999999999999 0.11434500000000002 -0.077999999999999986 -0.10607499999999999 0.0076650000000000008 0.092875000000000013
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -5 -3
right_child=-2 2 -4 5 -6 -7 -8
leaf_value=0.00058124154270707907 -0.00033699805444651655 0.00024425077299634592 -0.00050694576165098183 0.00043187953612792567 -0.00052079662100585516 -7.7285047093736425e-05 -0.00031182067865978856
leaf_weight=0.0010618375088869919 0.0010265307193187316 0.0015521580103521793 0.0010238857786282925 0.0019277802349730601 0.0011377018955642964 0.0014577992583432136 0.0010578414485364132
leaf_count=192 114 152 437 603 1226 232 165
internal_value=0 2.98058e-05 -4.19759e-05 2.47643e-05 -0.000144956 0.000212638 1.88732e-05
internal_weight=0 0.009219 0.00815717 0.00713328 0.0037477 0.00338558 0.00261
internal_count=3121 3007 2815 2378 1543 835 317
is_linear=0
shrinkage=0.00196078


Tree=6209
num_leaves=8
num_cat=0
split_feature=15 151 12 1 1 4 16
split_gain=3.09405e-05 5.02307e-05 5.79416e-05 5.34343e-05 4.1609e-05 0.000105715 5.75115e-05
threshold=-0.24436499999999997 -0.085764999999999994 -0.040564999999999997 0.12500000000000003 0.080585000000000004 0.0061450000000000003 -1.0000000180025095e-35
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=0.00032257479892967134 0.00037218589119624693 -0.00053134992642639954 -0.00028902196188236665 0.0003784173470744088 -0.00058897299072793253 8.7034530973059446e-05 0.00030069213681964304
leaf_weight=0.0010010278806132427 0.001013365704426907 0.0010062595961314643 0.0010057068480024442 0.001056348440818475 0.0017118849283742016 0.0018511245947589869 0.001728740753057905
leaf_count=253 275 192 1106 81 656 181 377
internal_value=0 -4.00888e-05 -9.00627e-05 -2.96791e-05 -9.8134e-05 -0.00023776 8.38002e-05
internal_weight=0 0.00937343 0.00836007 0.00735381 0.00629746 0.00356301 0.00273445
internal_count=3121 2868 2593 2401 2320 837 1483
is_linear=0
shrinkage=0.00196078


Tree=6210
num_leaves=8
num_cat=0
split_feature=11 3 3 13 47 1 1
split_gain=1.59501e-05 2.99475e-05 5.29681e-05 5.33075e-05 7.14636e-05 6.40252e-05 3.0812e-05
threshold=0.078065000000000009 -0.12018999999999998 -0.078934999999999991 -0.061684999999999997 0.092710000000000015 0.094090000000000021 0.090475000000000014
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
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leaf_weight=0.0010129712936471575 0.0010076625247794737 0.0012943494792015033 0.0011335570583595965 0.001329029982770663 0.0011126266768935688 0.0014726941690303868 0.0010220988396299562
leaf_count=146 211 1392 280 327 115 263 387
internal_value=0 0.00135592 -0.000861551 0.00305471 -0.00389969 0.00461512 0.0156829
internal_weight=0 0.00837733 0.00736436 0.00607001 0.00391435 0.00280172 0.00215566
internal_count=3121 2910 2764 1372 705 590 667
is_linear=0
shrinkage=0.1


Tree=6211
num_leaves=8
num_cat=0
split_feature=1 4 15 3 1 1 2
split_gain=1.45078e-05 4.95727e-05 3.29567e-05 5.03204e-05 4.57776e-05 0.000100931 3.53536e-05
threshold=0.077565000000000009 -0.083854999999999985 1.0000000180025095e-35 -0.10519499999999998 0.094385000000000011 0.11181500000000001 0.113445
decision_type=2 2 2 2 2 2 2
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right_child=2 -3 -4 4 5 6 -8
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leaf_weight=0.0017007325311668025 0.0010656544269991757 0.0010296706780431473 0.0013072007765704786 0.0010736642789373591 0.0011537742693995398 0.0010061962189118758 0.0010178389795627038
leaf_count=353 214 1283 433 226 237 165 210
internal_value=0 -0.00620027 0.002462 0.00595931 0.00108882 0.00712035 -0.00633513
internal_weight=0 0.0027304 0.00662433 0.00531713 0.00425147 0.00317781 0.00202404
internal_count=3121 1636 1485 1052 838 612 375
is_linear=0
shrinkage=0.1


Tree=6212
num_leaves=7
num_cat=0
split_feature=15 151 49 0 52 52
split_gain=1.81943e-05 3.04025e-05 4.92267e-05 4.42133e-05 5.33506e-05 1.59163e-05
threshold=-0.11713499999999999 -0.077429999999999985 -0.054319999999999993 -0.10096999999999999 0.083680000000000018 -0.084699999999999984
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5
right_child=1 2 3 4 -6 -7
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leaf_count=484 390 198 219 415 773 642
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internal_weight=0 0.00757462 0.00651955 0.00529009 0.00368796 0.00200277
internal_count=3121 2637 2247 2049 1830 1057
is_linear=0
shrinkage=0.1


Tree=6213
num_leaves=9
num_cat=0
split_feature=48 16 52 0 0 2 13 12
split_gain=5.30256e-05 9.99745e-05 0.000107274 7.27441e-05 6.78734e-05 8.03005e-05 4.85734e-05 4.83439e-05
threshold=0.11951500000000001 -0.5048999999999999 0.11434500000000002 -0.077999999999999986 -0.10607499999999999 0.092875000000000013 0.0076650000000000008 0.09202500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 -5
right_child=-2 2 -4 6 -6 -7 -8 -9
leaf_value=0.00059408993139516912 -0.00041094643420014983 0.00030877959696078529 -0.00061240706606878741 0.00015325955471394583 -0.00052686734081556965 -0.00037252790312750436 -7.52876414688297e-06 0.00075847529615440709
leaf_weight=0.0011193584270493681 0.0011017847226437562 0.0016670361735047594 0.0010615910441895164 0.0010156751769473634 0.001165933408011733 0.0011066226740885973 0.0015243824634526238 0.0010140691418764754
leaf_count=192 114 152 437 294 1226 165 232 309
internal_value=0 4.30415e-05 -2.90565e-05 5.35833e-05 -0.00012991 3.69544e-05 0.000256978 0.000455628
internal_weight=0 0.00967467 0.00855531 0.00749372 0.00393959 0.00277366 0.00355413 0.00202974
internal_count=3121 3007 2815 2378 1543 317 835 603
is_linear=0
shrinkage=0.00196078


Tree=6214
num_leaves=9
num_cat=0
split_feature=48 16 52 0 12 1 3 4
split_gain=3.72773e-05 8.47858e-05 6.49507e-05 5.86521e-05 5.95691e-05 5.57612e-05 7.44468e-05 1.27646e-05
threshold=0.11951500000000001 -0.5048999999999999 0.11434500000000002 -0.077999999999999986 0.095175000000000023 0.094090000000000021 0.013900000000000001 -0.16363499999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 5 7 6 -3 -5
right_child=-2 2 -4 4 -6 -7 -8 -9
leaf_value=0.00054274006901759535 -0.00035867817851404499 -0.00066616268721897333 -0.00048729853652924258 -0.00011571237210205101 0.00055498520234715729 0.00013588623628891762 5.2023479262742129e-05 0.0001796133902637035
leaf_weight=0.0011039577187904404 0.0010434668200169509 0.0012136412662929583 0.00106681997858756 0.0011975785947466301 0.0012613313530851085 0.0016685533226398663 0.0010223999041601983 0.0010613726558193111
leaf_count=192 114 1243 437 156 342 228 72 337
internal_value=0 3.15585e-05 -3.48974e-05 3.01045e-05 0.000213643 -0.000135369 -0.000337782 2.3047e-05
internal_weight=0 0.00959565 0.0084917 0.00742488 0.00352028 0.00390459 0.00223604 0.00225895
internal_count=3121 3007 2815 2378 835 1543 1315 493
is_linear=0
shrinkage=0.00196078


Tree=6215
num_leaves=7
num_cat=0
split_feature=1 457 151 2 15 1
split_gain=1.77238e-05 3.38276e-05 3.20748e-05 3.53616e-05 4.25521e-05 3.34106e-05
threshold=0.13146500000000003 0.045365000000000009 -0.0017399999999999998 0.096540000000000015 -0.037864999999999989 0.10234000000000001
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=-0.020222024294384515 0.011657589780740222 0.013145575424227798 -0.024583005751001211 -0.0016485526099179028 -9.9322108746130003e-05 0.021256126204650245
leaf_weight=0.0010874565183754447 0.0011342663025867257 0.0012966081043798792 0.0011046046636386041 0.0017366696026126487 0.0019863158731133015 0.0010056121282757983
leaf_count=314 234 274 479 491 1136 193
internal_value=0 -0.0016776 -0.00445477 -0.00151535 -0.00884908 0.00675074
internal_weight=0 0.00821727 0.00692066 0.0058332 0.00309092 0.00274228
internal_count=3121 2887 2613 2299 1615 684
is_linear=0
shrinkage=0.1


Tree=6216
num_leaves=9
num_cat=0
split_feature=48 1 47 159 52 13 48 3
split_gain=4.15578e-05 8.01443e-05 8.19473e-05 7.48099e-05 4.56389e-05 8.80603e-05 0.000125341 0.00012459
threshold=0.11951500000000001 0.111945 0.085770000000000027 0.082585000000000006 0.10160000000000001 -0.094514999999999988 0.016865000000000002 -0.010424999999999999
decision_type=2 2 2 2 2 2 2 2
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right_child=-2 2 -4 -5 -6 6 -8 -9
leaf_value=0.00055506435273729572 -0.00037007729001515286 0.00069942253214757633 -3.1873022860047227e-05 -0.00055165863583147873 -0.00030848017008541507 -0.00069625942781433785 0.00045080204137445739 0.00020982677576151019
leaf_weight=0.0012175063163020476 0.0011189968425210856 0.0012097419031471476 0.0011483619556827132 0.0010693135161047021 0.0013542101541949405 0.0013912799356963232 0.0012442377730438364 0.0010048368882118878
leaf_count=135 114 325 94 348 473 1238 277 117
internal_value=0 2.91224e-05 0.000343292 -7.26227e-05 9.83605e-06 9.8572e-05 -5.41005e-05 -0.000316283
internal_weight=0 0.00963949 0.0023581 0.00728138 0.00621207 0.00485786 0.00364035 0.00239612
internal_count=3121 3007 419 2588 2240 1767 1632 1355
is_linear=0
shrinkage=0.00196078


Tree=6217
num_leaves=7
num_cat=0
split_feature=11 43 13 15 13 48
split_gain=1.70547e-05 2.62362e-05 4.42705e-05 4.8398e-05 4.20057e-05 3.86654e-05
threshold=0.078065000000000009 -0.067199999999999996 -0.095304999999999987 -1.0000000180025095e-35 -0.0030199999999999997 0.085845000000000019
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 -5 -6 -7
leaf_value=0.020652943699597033 -0.012369707629581925 0.010352083655477308 0.010274245014922511 -0.025935871612810708 -0.0035154765351406944 -0.014406673439207034
leaf_weight=0.0015092016395681957 0.0010052638273424586 0.0017703955997657988 0.0013645891274481111 0.0011472485687920864 0.0013737112492130115 0.0011867869903888081
leaf_count=945 211 284 316 849 336 180
internal_value=0 0.00141705 -0.00265224 -0.00887693 0.00913666 -0.00120622
internal_weight=0 0.00835193 0.00546902 0.00369862 0.00288291 0.00255138
internal_count=3121 2910 1629 1345 1281 496
is_linear=0
shrinkage=0.1


Tree=6218
num_leaves=8
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split_feature=48 16 52 0 0 2 13
split_gain=4.37239e-05 8.58258e-05 9.05745e-05 6.25557e-05 6.41726e-05 6.12919e-05 5.50071e-05
threshold=0.11951500000000001 -0.5048999999999999 0.11434500000000002 -0.077999999999999986 -0.10607499999999999 0.092875000000000013 0.0076650000000000008
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -5
right_child=-2 2 -4 6 -6 -7 -8
leaf_value=0.00055903517888499594 -0.00039185769930835901 0.00028357451360102117 -0.00057346220789722911 0.00045334439923105436 -0.00051411083017368947 -0.00032435608261837415 -5.0095028433384554e-05
leaf_weight=0.00106794756343435 0.0010187181551073602 0.0015957038521833304 0.0010373044067078533 0.0019592169610971218 0.0011479030932849709 0.0010619382363832777 0.0014534234180616531
leaf_count=192 114 152 437 603 1226 165 232
internal_value=0 3.59805e-05 -3.1683e-05 4.61745e-05 -0.000126682 4.06582e-05 0.000238933
internal_weight=0 0.00932344 0.00825549 0.00721819 0.00380555 0.00265764 0.00341264
internal_count=3121 3007 2815 2378 1543 317 835
is_linear=0
shrinkage=0.00196078


Tree=6219
num_leaves=9
num_cat=0
split_feature=48 16 52 0 12 0 2 52
split_gain=3.17121e-05 8.95098e-05 7.2989e-05 5.93867e-05 5.67095e-05 5.64789e-05 7.09103e-05 2.89795e-05
threshold=0.11951500000000001 -0.5048999999999999 0.11434500000000002 -0.077999999999999986 0.09202500000000001 -0.10607499999999999 0.092875000000000013 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 5 7 6 -3 -5
right_child=-2 2 -4 4 -6 -7 -8 -9
leaf_value=0.00055968574992793061 -0.00033580500423595881 0.00027708640649992059 -0.00052689124698365351 -0.00022611025107252707 0.00051180700485148139 -0.00050921855996279139 -0.00037271236690118021 0.00024066873386077844
leaf_weight=0.0010735291776870918 0.0010287589513848306 0.0015917094188843115 0.0010434789839143411 0.001040814464245141 0.0014334832317242792 0.0011300713099344478 0.0010863420332927771 0.0010052500268775486
leaf_count=192 114 152 437 267 453 1226 165 115
internal_value=0 2.67945e-05 -4.18724e-05 2.75746e-05 0.000212746 -0.00014162 1.34978e-05 3.22249e-06
internal_weight=0 0.00940468 0.00833115 0.00728767 0.00347955 0.00380812 0.00267805 0.00204606
internal_count=3121 3007 2815 2378 835 1543 317 382
is_linear=0
shrinkage=0.00196078


Tree=6220
num_leaves=8
num_cat=0
split_feature=48 16 52 0 12 0 2
split_gain=3.44673e-05 8.9641e-05 6.55377e-05 5.00654e-05 5.44495e-05 4.39351e-05 7.3569e-05
threshold=0.11951500000000001 -0.5048999999999999 0.11434500000000002 -0.077999999999999986 0.09202500000000001 -0.10607499999999999 0.092875000000000013
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 -3
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=0.00056859740962517244 -0.00035092470260005742 0.00028165111045907933 -0.00050368769665585632 -7.1524717998425314e-06 0.00049996874445137115 -0.00045645942259802958 -0.00038945206611507553
leaf_weight=0.0010583861933651248 0.0010028518338384843 0.0015540284356108892 0.0010168158476036972 0.0019721330789165153 0.0013861545346674463 0.0011023907940026253 0.0010539536371834933
leaf_count=192 114 152 437 382 453 1226 165
internal_value=0 3.19995e-05 -3.8241e-05 2.87128e-05 0.000202165 -0.00012828 1.04408e-05
internal_weight=0 0.00914386 0.00808548 0.00706866 0.00335829 0.00371037 0.00260798
internal_count=3121 3007 2815 2378 835 1543 317
is_linear=0
shrinkage=0.00196078


Tree=6221
num_leaves=8
num_cat=0
split_feature=11 52 52 12 3 12 1
split_gain=4.65374e-05 4.28606e-05 5.23806e-05 0.000115409 7.57122e-05 0.000102857 5.39048e-05
threshold=0.079915000000000014 0.15116000000000002 0.10024500000000001 0.095110000000000014 0.12178000000000001 0.084100000000000022 0.094385000000000011
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=-2.7355276010457309e-05 -0.00040524064578303611 -0.00034067715255193328 0.00049661414090388918 0.0005412280017066674 -0.00054198317979936811 -0.00040952229289638521 0.0004563683720929467
leaf_weight=0.0019095202800629139 0.0010232186311380882 0.001044644674853149 0.0010221163194042955 0.0013615642318387392 0.0011551290154588707 0.0015396172906694265 0.0016519545525021228
leaf_count=380 199 363 231 423 151 1049 325
internal_value=0 3.44594e-05 7.98169e-05 2.38932e-05 -8.86963e-05 1.39493e-05 0.000197015
internal_weight=0 0.00968455 0.0086399 0.00761779 0.00625622 0.00510109 0.00356147
internal_count=3121 2922 2559 2328 1905 1754 705
is_linear=0
shrinkage=0.00196078


Tree=6222
num_leaves=7
num_cat=0
split_feature=475 42 43 4 4 15
split_gain=1.56775e-05 3.19918e-05 4.18352e-05 3.50191e-05 4.29262e-05 7.10692e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 0.24564500000000003 0.033845000000000007 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4
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leaf_value=-0.01185074710672065 -0.012462678419935119 0.017067305864306992 0.019818586627942128 0.013499849334916342 -0.022655167677240427 -0.012478751339010552
leaf_weight=0.0010099273362281164 0.001400098807525005 0.0018347810461422772 0.0011762385787433976 0.0013259196212244313 0.0010437462834471879 0.0016192185812590727
leaf_count=501 809 662 186 214 132 617
internal_value=0 0.00133629 0.00409631 -0.000511309 -0.00535025 0.00111093
internal_weight=0 0.0084 0.0069999 0.00516512 0.0038392 0.00279546
internal_count=3121 2620 1811 1149 935 803
is_linear=0
shrinkage=0.1


Tree=6223
num_leaves=6
num_cat=0
split_feature=15 52 2 0 16
split_gain=1.75988e-05 2.54347e-05 6.3706e-05 4.36887e-05 5.62939e-05
threshold=-0.11713499999999999 -0.088204999999999992 0.10097500000000002 -0.059114999999999994 -0.088159999999999988
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
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leaf_value=-0.0091015723892924286 -0.0083080431712500551 0.019006827570934443 -0.0095795320269035887 0.029879406349211841 -0.0094176546137367222
leaf_weight=0.0017547005135423559 0.0018209308195259967 0.001534271017332744 0.0019356326461596619 0.001065348589364171 0.0012763866844397696
leaf_count=484 616 458 399 107 1057
internal_value=0 0.00200486 0.00523615 0.0126349 0.00609859
internal_weight=0 0.00763257 0.00581164 0.00387601 0.00281066
internal_count=3121 2637 2021 1622 1515
is_linear=0
shrinkage=0.1


Tree=6224
num_leaves=7
num_cat=0
split_feature=159 0 2 4 0 16
split_gain=1.76521e-05 3.5127e-05 0.00010322 3.18868e-05 8.24436e-05 4.98366e-05
threshold=-1.0000000180025095e-35 -0.20211999999999997 0.11293500000000002 -0.35136499999999998 -0.077999999999999986 -0.083539999999999989
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=-0.012557814633859824 -0.012138032561242081 -0.016924698685550313 0.027824110834880563 0.0024756269485747173 0.019735779475756336 -0.025812502483588629
leaf_weight=0.0010088232324238959 0.0015505944734559313 0.001124671482965506 0.0014877602945052755 0.0015265300773988928 0.0016172891279737072 0.0010519642063709965
leaf_count=509 129 170 421 636 478 778
internal_value=0 0.0014456 0.00453931 -0.00197182 0.00203627 -0.00906526
internal_weight=0 0.00835881 0.00680822 0.00532045 0.00419578 0.00257849
internal_count=3121 2612 2483 2062 1892 1414
is_linear=0
shrinkage=0.1


Tree=6225
num_leaves=9
num_cat=0
split_feature=15 151 160 133 43 0 0 1
split_gain=5.20202e-05 6.27075e-05 6.83613e-05 7.80882e-05 0.000112522 0.000106277 0.000111306 7.97172e-05
threshold=-0.24436499999999997 -0.086224999999999982 -0.082299999999999984 -1.0000000180025095e-35 0.070450000000000013 -0.053834999999999994 -0.20211999999999997 0.095285000000000022
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=0.00040632406889333446 0.00040823295705000339 -0.00057827272472871867 -0.00054870434605105273 -0.00037675391539736697 0.000629216356561289 -0.00050193039000152526 -4.100548066514748e-05 0.00063019258649028756
leaf_weight=0.0010547117376379254 0.0010187712023216064 0.0010375783642109114 0.0010152478679455682 0.0013014394805074252 0.0010351240651510904 0.0015991577658698939 0.001265575314539644 0.0014711265283148776
leaf_count=253 269 481 716 82 76 291 744 209
internal_value=0 -5.20988e-05 -0.000105848 -4.20862e-05 3.49987e-05 -7.41119e-05 9.531e-05 0.0003198
internal_weight=0 0.00974402 0.00872525 0.00768767 0.00667242 0.0056373 0.00403814 0.0027367
internal_count=3121 2868 2599 2118 1402 1326 1035 953
is_linear=0
shrinkage=0.00196078


Tree=6226
num_leaves=9
num_cat=0
split_feature=48 16 52 0 12 0 2 2
split_gain=4.09105e-05 8.76766e-05 7.11001e-05 4.96717e-05 6.91128e-05 5.62633e-05 7.73369e-05 2.35096e-05
threshold=0.11951500000000001 -0.5048999999999999 0.11434500000000002 -0.077999999999999986 0.095175000000000023 -0.10607499999999999 0.092875000000000013 0.092120000000000021
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 5 7 6 -3 -5
right_child=-2 2 -4 4 -6 -7 -8 -9
leaf_value=0.00056140405689532812 -0.0003818788228044313 0.00030392067104444956 -0.00051858034111781622 -0.00020837153267136077 0.00057481576422103553 -0.00048914084664897022 -0.00037840242915545766 0.00019521130112122839
leaf_weight=0.001059737777472025 0.0010272925536620207 0.0016034004259005848 0.0010340198056862874 0.0011011488604934321 0.0012275117922758531 0.0011351295277539221 0.0010614391875650078 0.0011187196099220426
leaf_count=192 114 152 437 252 342 1226 165 241
internal_value=0 3.03677e-05 -3.75872e-05 3.10388e-05 0.000201467 -0.000123575 3.21428e-05 -4.98289e-06
internal_weight=0 0.00934111 0.00828137 0.00724735 0.00344738 0.00379997 0.00266484 0.00221987
internal_count=3121 3007 2815 2378 835 1543 317 493
is_linear=0
shrinkage=0.00196078


Tree=6227
num_leaves=9
num_cat=0
split_feature=48 4 12 3 13 12 16 2
split_gain=5.15464e-05 7.45518e-05 7.42368e-05 0.00014285 6.65339e-05 6.66986e-05 6.5683e-05 9.55834e-05
threshold=0.11951500000000001 0.40473500000000007 -0.040564999999999997 0.10542000000000001 -0.023499999999999997 0.088615000000000013 -0.013324999999999998 0.083215000000000011
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 -6
right_child=-2 -3 3 -5 6 -7 -8 -9
leaf_value=-0.00050174948406522997 -0.00041184546200319561 0.00050850561748919934 2.1770426184349493e-05 0.0005962845167143371 0.00031019783381063871 -0.00065358944894755014 0.00041124500012540275 -0.00049654499821625252
leaf_weight=0.0010944534358629339 0.0010894383359487296 0.0011419053089471312 0.0010138755196912603 0.0014538856447328316 0.0010337402172311615 0.0012620687302853254 0.0013830985945735685 0.0012442789775700129
leaf_count=219 114 278 680 114 166 686 367 497
internal_value=0 3.81485e-05 -2.51489e-05 4.54263e-05 -8.94696e-05 -0.000352734 7.41893e-05 -0.000130454
internal_weight=0 0.00962731 0.0084854 0.00739095 0.00593706 0.00227594 0.00366112 0.00227802
internal_count=3121 3007 2729 2510 2396 1366 1030 663
is_linear=0
shrinkage=0.00196078


Tree=6228
num_leaves=8
num_cat=0
split_feature=15 15 49 12 0 160 15
split_gain=3.18523e-05 4.99071e-05 5.40694e-05 4.46915e-05 6.8295e-05 4.79879e-05 3.36102e-05
threshold=-0.24436499999999997 -0.11033999999999998 0.0021350000000000002 0.086700000000000013 -0.053834999999999994 1.0000000180025095e-35 -0.016799999999999995
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 6 -3
right_child=1 2 -4 4 -6 -7 -8
leaf_value=0.00031948359320136451 -0.00043592033277995861 -0.00034275326812618868 0.00043031711944768915 0.00036939940530867764 -0.00020951064935998093 -0.00055303999539345805 8.7744598818099184e-05
leaf_weight=0.0010054621191983555 0.0011212871456414844 0.0010828434119948415 0.0010085825688263238 0.0018158953273207201 0.0013780384797229587 0.0010425293937207456 0.0019580545176510361
leaf_count=253 256 158 480 1062 184 208 520
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internal_weight=0 0.00940723 0.00828594 0.00727736 0.00319393 0.00408343 0.0030409
internal_count=3121 2868 2612 2132 1246 886 678
is_linear=0
shrinkage=0.00196078


Tree=6229
num_leaves=8
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split_feature=14 49 2 4 47 52 3
split_gain=3.1815e-05 5.06341e-05 5.37081e-05 8.28266e-05 6.04777e-05 7.06288e-05 7.43149e-05
threshold=-1.0000000180025095e-35 0.0043850000000000009 0.10912000000000001 -0.35136499999999998 0.092530000000000015 -0.0064899999999999992 -0.077774999999999983
decision_type=2 2 2 2 2 2 2
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leaf_value=-0.00032331900192759597 -0.00062167164998054906 0.00041112158571045829 0.0002830856710765173 -0.00019800900887919276 -0.00037095956850301736 -7.759424056186502e-06 0.00069338973306789858
leaf_weight=0.0010845326476492207 0.0010116930654581104 0.0011794504289731568 0.0017225524903894994 0.0016567807979828292 0.0013339125063341842 0.0012004429441035962 0.001126639378299602
leaf_count=161 148 611 344 474 192 874 317
internal_value=0 3.16945e-05 -2.38835e-05 -0.000107425 -9.59042e-06 0.000111406 0.000331697
internal_weight=0 0.00923147 0.00805202 0.00632947 0.00531778 0.00398386 0.00232708
internal_count=3121 2960 2349 2005 1857 1665 1191
is_linear=0
shrinkage=0.00196078


Tree=6230
num_leaves=7
num_cat=0
split_feature=131 15 52 15 43 4
split_gain=1.79657e-05 3.60824e-05 2.50163e-05 4.88499e-05 5.8306e-05 3.12727e-05
threshold=0.082070000000000018 -0.11713499999999999 -0.088204999999999992 -0.03241999999999999 -0.0037449999999999996 -0.077834999999999988
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 4 5 -7
leaf_value=-0.011807956400956235 -0.012452968917503283 -0.0064670431402412167 0.020728076334395731 -0.018464144634003813 -0.002109332094150138 0.021695689288185008
leaf_weight=0.0016490705259440729 0.0010450118381860546 0.0015473467779077744 0.0019114389689718824 0.0010762184728089117 0.0010917442061993011 0.0011159568983266925
leaf_count=405 501 531 497 696 241 250
internal_value=0 0.00145127 0.00469409 0.00801823 0.000620341 0.00992372
internal_weight=0 0.00839178 0.00674271 0.00519536 0.00328392 0.0022077
internal_count=3121 2620 2215 1684 1187 491
is_linear=0
shrinkage=0.1


Tree=6231
num_leaves=7
num_cat=0
split_feature=15 16 2 4 52 4
split_gain=3.98759e-05 5.01495e-05 5.0885e-05 5.01544e-05 5.60108e-05 6.91184e-05
threshold=-0.24436499999999997 -0.36241499999999999 0.11067500000000001 -0.10429499999999998 -0.087284999999999988 -0.0016099999999999997
decision_type=2 2 2 2 2 2
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leaf_value=0.0003641713505191205 -0.0003535475110250213 -0.00033571704312339496 0.000319522758785335 -0.00030928700261133719 0.0004994677282701566 -9.3791123246744594e-05
leaf_weight=0.0010109738318723549 0.0016720469501310337 0.001819707050941935 0.0017093372594630639 0.0011746843886918032 0.001472485759525066 0.0015496072941129941
leaf_count=253 248 282 352 384 1265 337
internal_value=0 -4.56569e-05 2.09778e-05 -6.38415e-05 5.40427e-05 0.000195269
internal_weight=0 0.00939787 0.00772582 0.00601648 0.00419678 0.00302209
internal_count=3121 2868 2620 2268 1986 1602
is_linear=0
shrinkage=0.00196078


Tree=6232
num_leaves=7
num_cat=0
split_feature=52 0 12 15 150 1
split_gain=1.76549e-05 4.46954e-05 4.08676e-05 3.89148e-05 5.39211e-05 7.7228e-06
threshold=0.11434500000000002 -0.077999999999999986 0.09202500000000001 -0.0063699999999999989 0.081835000000000019 0.11103500000000001
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=-0.014264924455721292 -0.010873682824469332 0.0013303155639057154 0.024106820613642027 0.0079367497684280086 0.0070868164392179928 -0.026388388479985116
leaf_weight=0.0010643766971186143 0.0013061576174789842 0.0019072547798990511 0.0013421440136738175 0.0016775445609971398 0.001098689693168853 0.0010377121010161292
leaf_count=580 501 412 471 786 263 108
internal_value=0 0.00165184 0.010738 -0.00440035 -0.0108663 -0.0202498
internal_weight=0 0.00812772 0.0032494 0.00487832 0.00320078 0.00210209
internal_count=3121 2620 883 1737 951 688
is_linear=0
shrinkage=0.1


Tree=6233
num_leaves=8
num_cat=0
split_feature=15 16 2 42 2 48 0
split_gain=3.60601e-05 4.319e-05 7.4955e-05 5.74519e-05 6.00377e-05 6.96051e-05 4.93504e-05
threshold=-0.24436499999999997 -0.36241499999999999 0.10981000000000002 0.088465000000000002 0.084245000000000014 0.083985000000000018 -0.083914999999999976
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -6 -3
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leaf_value=0.00034426407693130713 -0.00032565196424755332 0.00048645939374702832 0.00038028375402387191 -0.00051007477259568308 -0.00044812416996924885 0.00018548247297190556 -8.2724447460474234e-05
leaf_weight=0.0010328599203374986 0.0016915326700472832 0.0013069784780033507 0.0017294989271930536 0.0010069037785629658 0.0016598336770966247 0.0011139654166985756 0.0010611742588293727
leaf_count=253 248 257 368 632 876 236 251
internal_value=0 -4.13725e-05 1.96641e-05 -8.1768e-05 2.10355e-06 -0.000193666 0.000231407
internal_weight=0 0.00956989 0.00787835 0.00614886 0.00514195 0.0027738 0.00236815
internal_count=3121 2868 2620 2252 1620 1112 508
is_linear=0
shrinkage=0.00196078


Tree=6234
num_leaves=9
num_cat=0
split_feature=48 16 52 0 0 2 16 2
split_gain=3.07661e-05 8.03838e-05 7.80097e-05 5.93942e-05 5.32489e-05 5.80521e-05 4.68879e-05 6.24325e-05
threshold=0.11951500000000001 -0.5048999999999999 0.11434500000000002 -0.077999999999999986 -0.10607499999999999 0.092875000000000013 0.15273500000000004 0.096540000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -5 -8
right_child=-2 2 -4 6 -6 -7 7 -9
leaf_value=0.00052999456863967028 -0.00032742073372410072 0.00025361435646009022 -0.00054184256962537677 0.00049390536686047136 -0.00049090694676404579 -0.00033418404810340707 -0.00030915955800114842 0.0003759428596132489
leaf_weight=0.0010832672219592337 0.0010426316646585205 0.0015961574280384389 0.0010339765221095082 0.0014164827831272785 0.0011353130085235861 0.0010851583240533858 0.0010335927050583978 0.0010122253658156341
leaf_count=192 114 152 437 461 1226 165 137 237
internal_value=0 2.75972e-05 -3.78709e-05 3.37186e-05 -0.00013498 1.57258e-05 0.000219681 2.98139e-05
internal_weight=0 0.00939617 0.00831291 0.00727893 0.00381663 0.00268132 0.0034623 0.00204582
internal_count=3121 3007 2815 2378 1543 317 835 374
is_linear=0
shrinkage=0.00196078


Tree=6235
num_leaves=8
num_cat=0
split_feature=1 4 12 52 0 16 4
split_gain=1.6868e-05 4.95605e-05 2.91765e-05 5.02577e-05 7.80754e-05 0.000128047 7.44122e-05
threshold=0.077565000000000009 -0.083854999999999985 -0.010834999999999999 -0.0064899999999999992 -0.10151999999999999 -0.36241499999999999 0.0052350000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 6 5 -5 -4
right_child=2 -3 3 4 -6 -7 -8
leaf_value=0.0037374911281191827 0.017661075718165553 -0.023860749851040877 -0.030675330164282973 -0.004973999588032095 -0.011807724107538619 0.044848561337731435 0.0057874469480019286
leaf_weight=0.0017308631904906415 0.0010833511288364135 0.0010426568615400245 0.0010848413200115425 0.0010482666940174789 0.0012913846078040246 0.0010156173194705198 0.001156175468829743
leaf_count=353 343 1283 369 115 467 84 107
internal_value=0 -0.00663759 0.00263984 -0.000268031 0.00747677 0.0195432 -0.0118636
internal_weight=0 0.00277352 0.00667964 0.00559629 0.00335527 0.00206388 0.00224102
internal_count=3121 1636 1485 1142 666 199 476
is_linear=0
shrinkage=0.1


Tree=6236
num_leaves=8
num_cat=0
split_feature=484 1 457 4 2 0 3
split_gain=1.74908e-05 2.825e-05 3.99143e-05 4.25872e-05 5.90713e-05 4.5811e-05 2.15359e-05
threshold=0.084040000000000017 0.13146500000000003 0.045365000000000009 -0.077679999999999985 0.09142500000000002 0.11070500000000001 0.092670000000000016
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=0.016043973008529302 0.011876703780634124 0.013452364272406349 0.013292342607847186 -0.027780359952508823 0.0072469002821276387 -0.012036227437439942 -0.013036288668581683
leaf_weight=0.0012980103956576037 0.0010840570284143215 0.0010811216184861642 0.0011409483562307039 0.0016601692627185747 0.0010859561763023632 0.0010517580494273429 0.0010106208763730334
leaf_count=802 368 194 218 706 635 116 82
internal_value=0 -0.00162686 -0.00387627 -0.00708407 -0.0136887 0.00347526 -0.00253028
internal_weight=0 0.00832858 0.00724746 0.00610651 0.00375675 0.00234977 0.00209658
internal_count=3121 2753 2559 2341 1423 918 717
is_linear=0
shrinkage=0.1


Tree=6237
num_leaves=9
num_cat=0
split_feature=48 48 51 1 4 42 4 0
split_gain=4.51629e-05 0.000103973 9.35378e-05 7.39914e-05 6.5888e-05 6.23689e-05 4.75318e-05 1.58489e-05
threshold=0.11951500000000001 0.093265000000000015 0.086310000000000012 0.111945 -1.0000000180025095e-35 1.0000000180025095e-35 -0.087894999999999987 -0.11173999999999999
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=4.0134099885997984e-05 -0.00038796130814692723 0.00061150232788433501 -0.00059455802692437432 0.0003912159520633543 -0.00052540382831529355 -0.00025949031898303256 0.00059749075732510497 -0.00017781919547145381
leaf_weight=0.0014032226226380897 0.0010619733239154864 0.001079321194331369 0.0010104385369034425 0.0017710527566861811 0.0010142120436154763 0.0012951168360528192 0.0010129140421950942 0.0010032706915713415
leaf_count=256 114 239 325 328 153 847 503 356
internal_value=0 3.81967e-05 -3.45136e-05 4.09406e-05 -6.73479e-05 8.76937e-05 0.000273794 -0.000352554
internal_weight=0 0.00958955 0.00851023 0.00749979 0.00572874 0.00371125 0.00241614 0.00201748
internal_count=3121 3007 2768 2443 2115 1606 759 509
is_linear=0
shrinkage=0.00196078


Tree=6238
num_leaves=8
num_cat=0
split_feature=157 160 42 151 1 4 1
split_gain=1.62293e-05 5.63711e-05 4.76025e-05 4.71139e-05 5.5865e-05 7.75464e-05 3.62737e-05
threshold=-0.06266999999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 0.094825000000000007 -0.077679999999999985 0.11392000000000001
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 -6
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leaf_weight=0.0010780384064695897 0.0012509817778427919 0.0012344286307343329 0.0011685963283844976 0.0015242086064145256 0.0010346699249612833 0.0010649148181186179 0.0010546482336476523
leaf_count=460 654 714 262 298 191 348 194
internal_value=0 -0.00156264 0.00189441 0.00566161 0.0101479 0.000331665 0.0223124
internal_weight=0 0.00833245 0.00708147 0.00584704 0.00467844 0.00258912 0.00208932
internal_count=3121 2661 2007 1293 1031 646 385
is_linear=0
shrinkage=0.1


Tree=6239
num_leaves=8
num_cat=0
split_feature=4 15 12 52 49 2 12
split_gain=1.47956e-05 5.3488e-05 3.78726e-05 4.87881e-05 5.57376e-05 6.61975e-05 7.63712e-05
threshold=0.24564500000000003 -0.15914499999999995 0.098810000000000023 0.096795000000000006 -0.048674999999999989 0.092755000000000018 0.082095000000000015
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 -6
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leaf_value=0.013220444361286663 0.021999813211396768 -0.009659831179614272 -0.019386418365153452 0.017907741097808492 0.017710901735605477 -0.029771666640799915 -0.018961936010626797
leaf_weight=0.0013731027724929357 0.0011442314826123575 0.0010000084523794392 0.0010916667145603187 0.0013144072515635123 0.0011370152393438986 0.0011836131047399576 0.0011344252269191561
leaf_count=272 263 163 404 428 150 367 1074
internal_value=0 0.00723472 -0.0022233 0.000826955 -0.00382308 -0.0105965 -0.000604609
internal_weight=0 0.00214424 0.00723423 0.00614256 0.00482816 0.00345505 0.00227144
internal_count=3121 426 2695 2291 1863 1591 1224
is_linear=0
shrinkage=0.1


Tree=6240
num_leaves=8
num_cat=0
split_feature=48 16 52 0 0 2 2
split_gain=4.23177e-05 0.000111555 7.65226e-05 6.02213e-05 7.03365e-05 5.34487e-05 4.77029e-05
threshold=0.11951500000000001 -0.5048999999999999 0.11434500000000002 -0.077999999999999986 -0.10607499999999999 0.092875000000000013 0.096540000000000015
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -5
right_child=-2 2 -4 6 -6 -7 -8
leaf_value=0.00062625294255839548 -0.00038059744799564177 0.00026085858678692633 -0.00053683658724429394 -2.4113518686065148e-06 -0.0005482566493036111 -0.00030562332802562862 0.00045816032859327248
leaf_weight=0.0010887430871266953 0.0010409327480452582 0.0015989752070091766 0.0010468998397115542 0.0018137518929475422 0.0011380249883044423 0.0010681267387813928 0.0016521450448580149
leaf_count=192 114 152 437 418 1226 165 417
internal_value=0 3.60511e-05 -4.12012e-05 3.01616e-05 -0.000140145 3.39927e-05 0.000217137
internal_weight=0 0.00940667 0.00831792 0.00727102 0.00380513 0.0026671 0.0034659
internal_count=3121 3007 2815 2378 1543 317 835
is_linear=0
shrinkage=0.00196078


Tree=6241
num_leaves=8
num_cat=0
split_feature=48 16 52 0 13 1 2
split_gain=4.23779e-05 8.96972e-05 6.85775e-05 6.19824e-05 7.76713e-05 6.34979e-05 2.70371e-05
threshold=0.11951500000000001 -0.5048999999999999 0.11434500000000002 -0.084269999999999984 -0.076384999999999995 0.094090000000000021 0.096325000000000008
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=0.0005741162991181473 -0.000384924469425033 -0.00043826259648154653 -0.00050600373204969125 0.00059278641061726142 -0.00014764422040689106 0.00011469791683790028 0.00026147253837273166
leaf_weight=0.0010614704260442911 0.0010110842460554865 0.0016253575903413292 0.0010252291005272288 0.0013019090197144267 0.0016377462945293426 0.0015693019250328896 0.0010004125046994758
leaf_count=192 114 848 437 324 646 216 344
internal_value=0 3.79367e-05 -3.18111e-05 3.63283e-05 0.000200893 -0.000166634 7.49637e-06
internal_weight=0 0.00922143 0.00815996 0.00713473 0.00394007 0.00319466 0.00263816
internal_count=3121 3007 2815 2378 1314 1064 990
is_linear=0
shrinkage=0.00196078


Tree=6242
num_leaves=7
num_cat=0
split_feature=52 13 3 2 43 12
split_gain=1.74116e-05 4.88194e-05 5.98456e-05 3.12937e-05 3.57134e-05 4.06347e-05
threshold=0.11434500000000002 -0.23438999999999996 0.097915000000000016 0.099185000000000009 -0.074359999999999996 0.081420000000000006
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=0.0010040429248431753 0.0013032613506411628 0.0018415142513994636 0.0014398576483004681 0.0014682923383225899 0.0012867284101769638 0.0010360438322604578
leaf_count=137 501 778 137 529 174 865
internal_value=0 0.00166844 -0.00126094 0.00338997 -0.00103602 -0.00928176
internal_weight=0 0.00807648 0.00707244 0.00563258 0.00416429 0.00232277
internal_count=3121 2620 2483 2346 1817 1039
is_linear=0
shrinkage=0.1


Tree=6243
num_leaves=8
num_cat=0
split_feature=11 3 133 1 3 3 16
split_gain=1.69241e-05 2.43712e-05 4.31353e-05 7.27876e-05 7.74624e-05 4.09544e-05 2.38374e-05
threshold=0.078065000000000009 -0.12018999999999998 0.083950000000000011 0.095285000000000022 0.013900000000000001 0.083060000000000009 -0.061854999999999993
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5 -7
right_child=-2 2 -4 5 -6 6 -8
leaf_value=0.015904009911012484 -0.012348496091944505 -0.039226511903314498 0.015069631509942975 0.017826930837808889 -0.001735872438304148 0.0050900024956705729 -0.015396448352539489
leaf_weight=0.0010192908887322613 0.0010003812395349343 0.0010033447637898874 0.0014177299751681541 0.0013883385616053762 0.0012227572281831474 0.0012924644319699638 0.0010132287123938155
leaf_count=146 211 1087 965 296 136 179 101
internal_value=0 0.00141478 -0.000597893 -0.00434989 -0.0186336 0.00425777 -0.0039127
internal_weight=0 0.00835715 0.00733786 0.00592013 0.0022261 0.00369403 0.00230569
internal_count=3121 2910 2764 1799 1223 576 280
is_linear=0
shrinkage=0.1


Tree=6244
num_leaves=8
num_cat=0
split_feature=159 15 2 0 49 2 12
split_gain=5.40043e-05 7.87002e-05 5.97305e-05 7.68083e-05 6.14366e-05 3.86256e-05 1.87056e-05
threshold=0.091530000000000014 -0.11713499999999999 0.10097500000000002 -0.07384499999999998 -0.0060549999999999988 0.073895000000000002 0.08598500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 6 -6
right_child=-2 2 3 -5 5 -7 -8
leaf_value=-0.00035714716275119369 -0.00044653000746002559 -9.9599794381300885e-05 0.00019396406987351637 -0.00045867288247500299 -2.5546100189657036e-05 0.0005523303179575872 0.00035359297258202903
leaf_weight=0.0016975068921391391 0.0010172675489022983 0.0016070165564862297 0.0014016415577602246 0.0013718969188030467 0.0010001283658269233 0.001941070184236904 0.0010010837584581438
leaf_count=367 370 336 208 340 81 1041 378
internal_value=0 2.76275e-05 0.000106105 -0.000128855 0.000223538 0.000355261 0.000164114
internal_weight=0 0.0100203 0.00832284 0.00277354 0.0055493 0.00394228 0.00200121
internal_count=3121 2751 2384 548 1836 1500 459
is_linear=0
shrinkage=0.00196078


Tree=6245
num_leaves=8
num_cat=0
split_feature=15 52 16 2 4 15 1
split_gain=5.27167e-05 4.50942e-05 4.65694e-05 0.000110869 0.000109457 7.03322e-05 6.69217e-05
threshold=-0.24436499999999997 -0.24456499999999998 -0.36241499999999999 0.10882500000000002 -0.10429499999999998 -0.0063699999999999989 0.094385000000000011
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 -6
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leaf_value=0.0004187445822117322 -0.00043661464028343466 -0.00029350387282824666 -0.00046605408456485895 0.0005634508079172863 -0.00046895920760605607 0.00044098737505631847 0.00024316678718485789
leaf_weight=0.0010167231846869322 0.0010385707324321964 0.001701564326804089 0.0017197555088272042 0.0013875612137904383 0.0010015850289545349 0.001605535914775373 0.0010281886371720365
leaf_count=253 362 248 200 272 619 992 175
internal_value=0 -5.10619e-05 -3.64185e-06 6.95075e-05 -5.84791e-05 0.000134332 -0.000108229
internal_weight=0 0.00948276 0.00844419 0.00674263 0.00535507 0.00363531 0.00202977
internal_count=3121 2868 2506 2258 1986 1786 794
is_linear=0
shrinkage=0.00196078


Tree=6246
num_leaves=7
num_cat=0
split_feature=131 15 13 151 47 1
split_gain=1.635e-05 2.81836e-05 2.59827e-05 4.52996e-05 8.91897e-05 0.000103373
threshold=0.082070000000000018 -0.11713499999999999 -0.095304999999999987 -0.024429999999999997 0.085270000000000026 0.086560000000000012
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=-0.010392180224960582 -0.011952395247410021 0.015373606646549643 0.018964454611557283 0.0028619847537467093 0.020861429078003521 -0.034912789081324502
leaf_weight=0.0016317881232185754 0.0010310039786587165 0.0016018474647277545 0.0010803461722721994 0.0017302983016227751 0.0010569853615039928 0.0012462096106367491
leaf_count=405 501 230 344 1176 89 376
internal_value=0 0.00139565 0.00425988 0.000778639 -0.00409232 -0.0129536
internal_weight=0 0.00834748 0.00671569 0.00511384 0.00403349 0.00297651
internal_count=3121 2620 2215 1985 1641 1552
is_linear=0
shrinkage=0.1


Tree=6247
num_leaves=8
num_cat=0
split_feature=1 43 47 51 15 4 47
split_gain=1.77013e-05 3.64354e-05 2.57753e-05 5.20116e-05 6.94815e-05 3.25137e-05 2.8479e-05
threshold=0.077565000000000009 0.070450000000000013 0.087235000000000021 0.087505000000000013 1.0000000180025095e-35 0.024790000000000003 0.11069000000000002
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=-0.016687094932099644 0.011827496705585264 0.0066029462007050734 -0.018071527490186246 -0.011078260405071769 -0.0064562816017943647 0.036820267134295953 0.0043905268046174218
leaf_weight=0.0015834074855958671 0.001020375190689541 0.0011666095432269351 0.0010395319808731538 0.001137834944538361 0.0011037763691208739 0.0010625629055881413 0.001235084397963705
leaf_count=1424 321 212 152 183 381 300 148
internal_value=0 -0.00680702 0.0027424 0.00727493 0.013828 0.024577 -0.00587495
internal_weight=0 0.00275002 0.00659917 0.00432455 0.00318671 0.00208294 0.00227462
internal_count=3121 1636 1485 1185 1002 621 300
is_linear=0
shrinkage=0.1


Tree=6248
num_leaves=8
num_cat=0
split_feature=4 133 43 13 49 43 16
split_gain=4.48511e-05 6.36635e-05 6.74629e-05 6.09301e-05 5.69278e-05 8.16036e-05 7.2127e-05
threshold=-0.49013999999999996 0.083950000000000011 0.054355000000000007 -0.091559999999999989 -0.009244999999999998 -0.13868499999999997 -0.074319999999999983
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=-0.00040214740281682015 0.00039469392636266572 0.00041362524077738933 -0.0004885714378897269 -0.00032992370581547831 -0.00040388093413234522 -0.00018245475342164969 0.00046250510430316576
leaf_weight=0.0010178203087593809 0.0014407720235851008 0.0014243909583408912 0.0010949230000677802 0.0019437486746772268 0.0010032429948774249 0.001010690367467574 0.0019583459712225336
leaf_count=169 257 990 336 249 135 467 518
internal_value=0 3.01475e-05 -3.4481e-05 3.31019e-05 -5.49591e-05 7.95888e-05 0.000242954
internal_weight=0 0.00987611 0.00845172 0.0073568 0.00591603 0.00397228 0.00296904
internal_count=3121 2952 1962 1626 1369 1120 985
is_linear=0
shrinkage=0.00196078


Tree=6249
num_leaves=7
num_cat=0
split_feature=52 15 3 43 1 2
split_gain=1.595e-05 4.33107e-05 0.000108521 7.35618e-05 6.10019e-05 8.57617e-05
threshold=0.11434500000000002 -0.016799999999999995 -0.08824499999999999 -0.0030899999999999994 0.11181500000000001 0.090675000000000019
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=-0.015476337310287186 -0.010331942858610221 -0.012315798213430568 0.042337434814558227 0.0075631255715419192 -0.019235146739035359 0.024243335641768532
leaf_weight=0.0010280297526587458 0.0013026841060919522 0.0015091063629653415 0.0010186101069147775 0.0015102779328995818 0.001828955241467064 0.0011536121527371567
leaf_count=430 501 480 509 416 333 452
internal_value=0 0.00159518 0.00890588 0.0215699 -0.00576546 0.0055267
internal_weight=0 0.00804859 0.00403799 0.00252889 0.0040106 0.00218164
internal_count=3121 2620 1405 925 1215 882
is_linear=0
shrinkage=0.1


Tree=6250
num_leaves=9
num_cat=0
split_feature=11 43 2 13 16 13 2 3
split_gain=3.38986e-05 3.84079e-05 7.983e-05 7.27404e-05 4.44053e-05 0.000112564 5.26151e-05 4.08284e-05
threshold=0.078340000000000007 -0.067199999999999996 0.094835000000000017 -0.0034749999999999994 0.22339500000000004 -0.095304999999999987 0.089885000000000007 0.11924500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -3 -7 -8
right_child=-2 4 -4 -5 -6 6 7 -9
leaf_value=0.00029479467870626759 -0.00033883315259365649 0.00048648498546425124 0.00065271052128847401 -0.00040330900257226166 -0.00043329853792593474 -0.00052102319756318078 0.00018859843583455424 -0.00031526889553498547
leaf_weight=0.0013392567063440052 0.0010875352277843848 0.0013868309349932815 0.0010205992583343774 0.0010040723029934165 0.0010475966690685129 0.0011304498116369434 0.0015412177899522955 0.0010324845683019057
leaf_count=714 208 265 374 196 158 716 431 59
internal_value=0 2.66173e-05 0.000195013 -4.32959e-06 -6.56633e-05 9.98684e-06 -0.000168414 -1.35365e-05
internal_weight=0 0.00950251 0.00336393 0.00234333 0.00613858 0.00509098 0.00370415 0.0025737
internal_count=3121 2913 1284 910 1629 1471 1206 490
is_linear=0
shrinkage=0.00196078


Tree=6251
num_leaves=9
num_cat=0
split_feature=48 13 2 15 1 133 3 1
split_gain=5.83209e-05 5.99851e-05 9.01222e-05 9.85221e-05 9.11245e-05 8.31138e-05 0.000174063 0.000112664
threshold=-0.024949999999999996 -0.0030199999999999997 0.11215000000000001 -0.10091499999999999 0.086560000000000012 -0.0061299999999999992 -0.077774999999999983 0.09253500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 5 3 -3 -5 -2 -7 -8
right_child=1 2 -4 4 -6 6 7 -9
leaf_value=0.00044790487638615733 -0.00036634823627056801 0.00049190120842117452 -0.00059671840832873702 0.00017571952298631191 -0.00051033031677796164 -0.0002320063663956352 0.00017159633168149229 0.0010942437013564952
leaf_weight=0.0010133182190256761 0.0010501719529000066 0.0010299433664351446 0.0014833920161109373 0.0013231237988854745 0.0017017022152277816 0.0015606646529547348 0.0010057794359005934 0.001029830603100519
leaf_count=186 663 92 197 323 258 819 216 367
internal_value=0 -4.53437e-05 -0.000183178 -3.18887e-05 -0.000210237 0.000118943 0.000260656 0.000638371
internal_weight=0 0.0101846 0.00553816 0.00405477 0.00302483 0.00464645 0.00359627 0.00203561
internal_count=3121 2935 870 673 581 2065 1402 583
is_linear=0
shrinkage=0.00196078


Tree=6252
num_leaves=8
num_cat=0
split_feature=52 1 13 16 43 1 4
split_gain=3.5681e-05 6.28151e-05 4.8613e-05 6.99569e-05 6.70203e-05 4.33491e-05 6.04222e-05
threshold=-0.26636999999999994 0.11588000000000001 -0.13710499999999998 0.013515000000000001 -0.079734999999999986 0.10439500000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -6
right_child=1 -3 3 -5 5 -7 -8
leaf_value=-0.00034932299025040018 -0.00038074122545484732 0.00036584385578175208 -0.00051872239282809698 0.00039283415221295296 0.00018561063482360848 0.00038177307229968357 -0.00040316141863420784
leaf_weight=0.0010200515866791151 0.0013356917835708349 0.0018039993356790259 0.0010703414255610849 0.0015504342651286055 0.0014187190671518901 0.0010228071770155621 0.0012700407965584265
leaf_count=354 127 375 660 278 928 96 303
internal_value=0 3.66406e-05 -4.08085e-05 3.0894e-05 -8.64575e-05 3.8199e-05 -9.2497e-05
internal_weight=0 0.00947203 0.00766803 0.00633234 0.00478191 0.00371157 0.00268876
internal_count=3121 2767 2392 2265 1987 1327 1231
is_linear=0
shrinkage=0.00196078


Tree=6253
num_leaves=7
num_cat=0
split_feature=1 16 3 13 16 43
split_gain=1.75684e-05 3.69594e-05 2.52287e-05 4.86018e-05 3.44556e-05 2.73584e-05
threshold=0.077565000000000009 0.0057500000000000008 0.083060000000000009 -0.063184999999999977 -0.062804999999999986 -0.074359999999999996
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=-0.021540938223321711 -0.0052893975868735761 0.0022771030925404613 0.0048572083737645506 0.02993125449938136 -0.016627388845947631 0.0067953841338814647
leaf_weight=0.0010495192503836221 0.0014790877412481297 0.001717899814751174 0.0018412208786341383 0.0010351096477288727 0.0012554278780250901 0.0010096695827193044
leaf_count=1263 520 373 223 225 163 354
internal_value=0 -0.00675568 0.00273218 0.00851898 -0.00385297 0.0185072
internal_weight=0 0.00276742 0.00662052 0.00352387 0.00309665 0.00204478
internal_count=3121 1636 1485 1099 386 579
is_linear=0
shrinkage=0.1


Tree=6254
num_leaves=7
num_cat=0
split_feature=1 52 3 4 0 0
split_gain=1.61606e-05 4.88857e-05 6.13671e-05 4.47989e-05 3.83458e-05 3.6845e-05
threshold=0.111945 0.10160000000000001 0.090900000000000009 0.24564500000000003 -0.084269999999999984 -0.052984999999999997
decision_type=2 2 2 2 2 2
left_child=1 2 4 -2 -1 -6
right_child=3 -3 -4 -5 5 -7
leaf_value=-0.015254692213988043 -0.0039031032935232879 -0.020670535679311791 0.020012248718232546 0.021841369406560812 0.018102415958413106 -0.0083651800721241745
leaf_weight=0.0018683005091318051 0.0017127882643553608 0.0012392309275620628 0.0013267994007010418 0.0011165608376788286 0.00101782521334298 0.0010883625499567063
leaf_count=948 221 500 147 276 798 231
internal_value=0 -0.00278922 0.00139073 0.00625657 -0.00482568 0.00442541
internal_weight=0 0.00654052 0.00530129 0.00282935 0.00397449 0.00210619
internal_count=3121 2624 2124 497 1977 1029
is_linear=0
shrinkage=0.1


Tree=6255
num_leaves=8
num_cat=0
split_feature=1 42 484 42 457 4 1
split_gain=3.0656e-05 6.62339e-05 4.0299e-05 7.26772e-05 5.55741e-05 8.92148e-05 6.46488e-05
threshold=0.12500000000000003 0.091735000000000025 0.084040000000000017 0.08623500000000002 0.045365000000000009 -0.083854999999999985 0.095285000000000022
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=0.0001079228688407291 0.00024246073635460189 -0.0005016132288161064 0.00036288953103903016 0.00041146081411492185 0.00026148487152696993 -0.00083199310359864307 -0.00021090440880128648
leaf_weight=0.0017587678550483603 0.0015870379913985365 0.0011089408915836829 0.0010759763599813062 0.0011103402567223461 0.0010757331007968047 0.0010768787551668599 0.0016041743386380827
leaf_count=464 279 583 287 434 168 718 188
internal_value=0 -5.35843e-05 1.09244e-05 -4.62311e-05 -0.000138369 -0.000235251 -0.000460373
internal_weight=0 0.00881081 0.00770187 0.00662589 0.00551555 0.00443982 0.00268105
internal_count=3121 2842 2259 1972 1538 1370 906
is_linear=0
shrinkage=0.00196078


Tree=6256
num_leaves=7
num_cat=0
split_feature=133 3 1 15 4 3
split_gain=1.46478e-05 4.29117e-05 5.12848e-05 6.27094e-05 4.85431e-05 6.58281e-05
threshold=0.093615000000000018 -0.12018999999999998 0.094385000000000011 -0.0058549999999999991 0.053925000000000008 0.11296500000000002
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -6
right_child=-2 2 4 -5 5 -7
leaf_value=0.015197558290693343 -0.011411903914107787 -0.031936013366388051 0.019195882834376916 -0.0007874039072252809 0.010535813972702309 -0.023019725177354976
leaf_weight=0.0017587838812730362 0.0010133624942297642 0.0010582106954326615 0.001486019446330096 0.0016605727134767086 0.0013661091561067663 0.0010220035674580849
leaf_count=310 547 777 355 795 207 130
internal_value=0 0.00131936 -0.0023829 -0.0129111 0.00500558 -0.00382443
internal_weight=0 0.0083517 0.00659292 0.00271878 0.00387413 0.00238811
internal_count=3121 2574 2264 1572 692 337
is_linear=0
shrinkage=0.1


Tree=6257
num_leaves=7
num_cat=0
split_feature=11 13 12 48 4 1
split_gain=1.68017e-05 2.4982e-05 4.50858e-05 7.35692e-05 4.22741e-05 3.52093e-05
threshold=1.0000000180025095e-35 -0.084034999999999985 0.051320000000000005 0.086260000000000017 0.060330000000000002 0.08844500000000001
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=-0.00041592428573434582 -0.011854065791796976 0.022389596943849191 -0.015567017289565072 -0.01571699359976873 -0.0030595011344758307 0.023990269680808456
leaf_weight=0.001381080559158821 0.0010685992015378827 0.0017453069424745208 0.0017375809608023403 0.0013292900342745878 0.0010426687871509172 0.0010333731029120723
leaf_count=563 244 229 1441 172 199 273
internal_value=0 0.00147071 -0.00205893 0.00364179 0.0128719 0.0100298
internal_weight=0 0.0082693 0.00585485 0.00411727 0.00278798 0.00241445
internal_count=3121 2877 2041 600 428 836
is_linear=0
shrinkage=0.1


Tree=6258
num_leaves=7
num_cat=0
split_feature=51 42 16 43 4 15
split_gain=1.52824e-05 3.00315e-05 2.31106e-05 4.93157e-05 6.67118e-05 4.75012e-05
threshold=-0.076794999999999988 0.091735000000000025 0.013515000000000001 -0.0037449999999999996 -0.0016099999999999997 -0.095869999999999983
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=-0.0085452919681930882 -0.016486690942224144 -0.013859873991867203 0.013931719393820464 0.028187620966486551 -0.013941499576632177 0.014268793472576483
leaf_weight=0.0017246198838122518 0.0012336596620636632 0.001044947108329088 0.0018307434383959429 0.0010265732146869933 0.0014304841446240381 0.0010242694459647547
leaf_count=537 1044 566 308 312 198 156
internal_value=0 0.00188287 0.00439601 0.000693467 0.00678151 -0.00217048
internal_weight=0 0.00759068 0.00654573 0.00471499 0.00348133 0.00245475
internal_count=3121 2584 2018 1710 666 354
is_linear=0
shrinkage=0.1


Tree=6259
num_leaves=7
num_cat=0
split_feature=4 40 47 4 15 16
split_gain=1.707e-05 3.20459e-05 5.82548e-05 3.71605e-05 6.19457e-05 5.43037e-05
threshold=0.26790000000000008 -0.064864999999999992 0.092165000000000011 -0.10429499999999998 -0.0088349999999999974 -0.013324999999999998
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=-0.018676010862285441 0.0092730336611977684 -0.017058825544337065 0.019115096957033118 -0.013793319232138319 -0.0029549675698194301 0.028782112953672563
leaf_weight=0.0010033040853555429 0.0016235277980329215 0.0015802045192187869 0.0013418281130868973 0.0015839911032889437 0.0011259608111871149 0.0010344459265325037
leaf_count=189 377 295 268 822 908 262
internal_value=0 -0.00201403 0.000493609 -0.00419911 0.00122793 0.0122414
internal_weight=0 0.00766973 0.00666643 0.0053246 0.0037444 0.00216041
internal_count=3121 2744 2555 2287 1992 1170
is_linear=0
shrinkage=0.1


Tree=6260
num_leaves=7
num_cat=0
split_feature=52 52 52 12 43 16
split_gain=1.46979e-05 3.36381e-05 3.49271e-05 3.32303e-05 6.38084e-05 6.85925e-05
threshold=-0.22660999999999995 -0.081429999999999989 -0.0064899999999999992 0.09334000000000002 -0.0037449999999999996 -0.36241499999999999
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6
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leaf_value=-0.011323782547061893 0.016564134286028109 -0.016424190595193466 -0.010584961155624064 -0.0098205932969367259 -0.0024318628735894832 0.029844984290249333
leaf_weight=0.001026067064414893 0.0012378845321102255 0.0012560649294824826 0.0013808468210642156 0.0016856761321011552 0.0011609770444637303 0.0015209736660406739
leaf_count=405 366 438 828 545 175 364
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internal_weight=0 0.00824242 0.00700454 0.00574847 0.0040628 0.00268195
internal_count=3121 2716 2350 1912 1367 539
is_linear=0
shrinkage=0.1


Tree=6261
num_leaves=7
num_cat=0
split_feature=50 15 15 150 13 15
split_gain=1.66348e-05 3.37284e-05 4.0854e-05 0.000103205 6.25852e-05 4.35758e-05
threshold=0.088425000000000017 -0.15026499999999995 -0.037864999999999989 0.081835000000000019 -0.033284999999999988 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -6
right_child=-2 2 4 -5 5 -7
leaf_value=0.018219851087333129 -0.011650335083566894 -0.028518302822266219 -0.0093162987622445754 0.013260969383910928 0.023821223669226774 -0.0023522838352556994
leaf_weight=0.0010529202487394316 0.0010873396545733422 0.0014450942540080666 0.0019184768490686814 0.0010006973071951459 0.0017365394075695483 0.0010037789642187457
leaf_count=326 560 572 722 212 251 478
internal_value=0 0.00151699 -0.000958423 -0.0114243 0.00453598 0.0142339
internal_weight=0 0.00815751 0.00710459 0.00244579 0.0046588 0.00274032
internal_count=3121 2561 2235 784 1451 729
is_linear=0
shrinkage=0.1


Tree=6262
num_leaves=8
num_cat=0
split_feature=52 1 457 4 15 13 4
split_gain=4.71318e-05 8.13161e-05 4.44911e-05 4.88226e-05 7.11958e-05 4.6511e-05 4.81629e-05
threshold=-0.28430999999999995 0.11588000000000001 0.045365000000000009 -0.0029599999999999995 -0.15914499999999995 0.0076650000000000008 -0.084369999999999987
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 -2
right_child=1 -3 -4 4 -6 -7 -8
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leaf_weight=0.0010088091187745634 0.0014302163882747422 0.0018692094421991325 0.0012472344287485374 0.0010345419542109851 0.0018380798953023163 0.0010969499850065419 0.0012420926630127744
leaf_count=344 365 376 242 124 486 226 958
internal_value=0 3.78584e-05 -4.92672e-05 -0.000113076 -0.000305644 3.36835e-05 0.000173234
internal_weight=0 0.00975832 0.00788912 0.00664188 0.00287262 0.00376926 0.00267231
internal_count=3121 2777 2401 2159 610 1549 1323
is_linear=0
shrinkage=0.00196078


Tree=6263
num_leaves=8
num_cat=0
split_feature=52 52 160 160 12 52 13
split_gain=3.21397e-05 4.68505e-05 4.66645e-05 5.64025e-05 6.06926e-05 7.2971e-05 5.68188e-05
threshold=-0.24456499999999998 -0.081429999999999989 1.0000000180025095e-35 -0.079279999999999975 0.10193000000000001 0.091275000000000009 -0.0034749999999999994
decision_type=2 2 2 2 2 2 2
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leaf_value=-0.00032763404552785507 0.00035669984905718327 -0.00033555861826907457 -0.00040886455289018491 0.00034146565036893373 -0.00029719454433941678 0.00068128737958424537 -0.00016796895579496187
leaf_weight=0.0010376811753418291 0.001474917083737308 0.0012766630868814776 0.0010502090097491432 0.0016684701302000617 0.0010673603940550445 0.0010280834083415923 0.0016987368432756726
leaf_count=364 407 588 243 786 211 233 289
internal_value=0 3.62581e-05 -2.44164e-05 3.54934e-05 0.000122211 0.00022406 8.44588e-05
internal_weight=0 0.00926444 0.00778952 0.00673931 0.00546265 0.00439529 0.00336721
internal_count=3121 2757 2350 2107 1519 1308 1075
is_linear=0
shrinkage=0.00196078


Tree=6264
num_leaves=9
num_cat=0
split_feature=48 16 52 52 43 43 13 52
split_gain=6.0571e-05 0.000100675 5.69463e-05 4.99825e-05 7.8256e-05 8.30776e-05 3.26399e-05 4.19057e-05
threshold=0.11951500000000001 -0.5048999999999999 0.11434500000000002 0.091275000000000009 -0.13868499999999997 -0.067899999999999974 -1.0000000180025095e-35 -0.012859999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7 -8
right_child=-2 2 -4 -5 5 6 7 -9
leaf_value=0.00060905930053030204 -0.00045345853903861491 -0.00048128463048337071 -0.00045767860242303869 0.00043393361156298738 0.0005331836944315419 -0.00031097413414724333 -0.00013792241479176673 0.00037922020464804731
leaf_weight=0.0010786468514814703 0.0010388668669245827 0.0012047846198772879 0.0010364266952472166 0.0010292865215003957 0.0011683506088566911 0.0013391345779847469 0.0015128731599081766 0.0010010711081757614
leaf_count=192 114 219 437 207 743 821 261 127
internal_value=0 4.55558e-05 -2.7747e-05 3.36675e-05 -3.25025e-05 7.51731e-05 -6.37072e-05 6.80076e-05
internal_weight=0 0.00937057 0.00829193 0.0072555 0.00622621 0.00502143 0.00385308 0.00251394
internal_count=3121 3007 2815 2378 2171 1952 1209 388
is_linear=0
shrinkage=0.00196078


Tree=6265
num_leaves=7
num_cat=0
split_feature=4 1 12 52 151 1
split_gain=1.65265e-05 4.59508e-05 2.73059e-05 4.67776e-05 5.15921e-05 8.83515e-05
threshold=0.24564500000000003 0.111945 0.098810000000000023 -0.088204999999999992 -0.0052199999999999989 0.080270000000000022
decision_type=2 2 2 2 2 2
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right_child=1 -3 -4 4 5 -7
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leaf_weight=0.0015265298736276975 0.0010229380896698427 0.0011069957211049836 0.0010921513092494312 0.001016188335674888 0.0017268022353343622 0.0017901790504160492
leaf_count=535 150 276 404 301 946 509
internal_value=0 0.00769602 -0.0023389 0.000284316 0.00538285 -0.00035161
internal_weight=0 0.00212993 0.00715185 0.0060597 0.00453317 0.00351698
internal_count=3121 426 2695 2291 1756 1455
is_linear=0
shrinkage=0.1


Tree=6266
num_leaves=7
num_cat=0
split_feature=1 16 52 3 12 0
split_gain=1.44918e-05 3.7913e-05 3.2696e-05 7.98549e-05 3.78192e-05 7.3702e-06
threshold=0.10937500000000001 -0.071854999999999988 0.10160000000000001 0.090900000000000009 0.086700000000000013 -0.10011499999999998
decision_type=2 2 2 2 2 2
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leaf_value=-0.0095077884486606621 0.017042385953293548 -0.0050957572537498538 -0.017465988646706912 0.023400720805861659 0.0047950499044261399 -0.021443896463814727
leaf_weight=0.0010456864850516222 0.0014895958031642177 0.0016093594676102213 0.0012243257755767826 0.0011864240138734564 0.0016763252738791791 0.0010237991178063195
leaf_count=186 305 243 493 138 1119 637
internal_value=0 0.00554553 -0.00283912 0.000791696 -0.00636934 -0.0154127
internal_weight=0 0.00309896 0.00615656 0.00493223 0.00374581 0.00206949
internal_count=3121 548 2573 2080 1942 823
is_linear=0
shrinkage=0.1


Tree=6267
num_leaves=7
num_cat=0
split_feature=43 43 13 15 48 16
split_gain=1.64475e-05 5.21451e-05 2.53695e-05 3.99153e-05 4.70475e-05 2.5306e-05
threshold=-0.04890499999999999 -0.092909999999999979 -0.095304999999999987 -1.0000000180025095e-35 0.085845000000000019 0.064860000000000015
decision_type=2 2 2 2 2 2
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right_child=2 -3 3 -5 -6 -7
leaf_value=-0.015307570519934434 0.0060917743054218557 0.021376957412132996 0.010266888889787757 -0.022953883584513987 -0.016311141340673904 0.0068401160194866851
leaf_weight=0.0010362753222581487 0.0019567996918420138 0.0012853965393900121 0.0015543299405593688 0.0012099903180068741 0.001165393664957738 0.0010273664526841385
leaf_count=344 314 990 307 875 170 121
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internal_weight=0 0.00334904 0.00588651 0.00392971 0.00271972 0.00206364
internal_count=3121 1455 1666 1352 477 465
is_linear=0
shrinkage=0.1


Tree=6268
num_leaves=6
num_cat=0
split_feature=51 43 52 12 1
split_gain=1.55548e-05 3.53388e-05 4.78052e-05 7.16628e-05 4.44897e-05
threshold=-0.076794999999999988 -0.14968999999999996 -0.046924999999999988 0.090840000000000018 0.094385000000000011
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
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leaf_weight=0.0016999730186408992 0.0013041807320434756 0.0016185299755191538 0.0013313841729004079 0.0014142499995572978 0.0018476422677985392
leaf_count=537 234 548 871 620 311
internal_value=0 0.00192781 -0.00121409 -0.00642157 0.00190951
internal_weight=0 0.00751599 0.00621181 0.00459328 0.00317903
internal_count=3121 2584 2350 1802 1182
is_linear=0
shrinkage=0.1


Tree=6269
num_leaves=8
num_cat=0
split_feature=14 49 2 4 47 52 3
split_gain=4.99303e-05 5.29368e-05 5.79143e-05 9.24217e-05 6.04618e-05 0.000104388 5.25536e-05
threshold=-1.0000000180025095e-35 0.0043850000000000009 0.10912000000000001 -0.35136499999999998 0.092530000000000015 -0.0064899999999999992 -0.077774999999999983
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=-0.00040830910107115127 -0.00064743907730038428 0.00043433634866475685 0.00030179047736369726 -0.000257138766199669 -0.00036587490750798697 0.00010523995097471594 0.00069859494779609765
leaf_weight=0.001057637207020447 0.0010063729088087758 0.0011534940973362542 0.0017342461535666664 0.0016283253979870755 0.0012951184916708026 0.0011883832431318798 0.0011098809553100328
leaf_count=161 148 611 344 474 192 874 317
internal_value=0 4.17608e-05 -1.51112e-05 -0.000103354 1.50634e-06 0.000122681 0.000391784
internal_weight=0 0.00911582 0.00796233 0.00622808 0.00522171 0.00392659 0.00229826
internal_count=3121 2960 2349 2005 1857 1665 1191
is_linear=0
shrinkage=0.00196078


Tree=6270
num_leaves=7
num_cat=0
split_feature=0 13 13 0 15 48
split_gain=1.59018e-05 3.70223e-05 3.43257e-05 6.5847e-05 5.87127e-05 5.07446e-05
threshold=-0.019414999999999998 0.030370000000000005 -0.0034749999999999994 -0.099059999999999995 -0.0040799999999999994 0.086260000000000017
decision_type=2 2 2 2 2 2
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right_child=1 -3 3 -5 -6 -7
leaf_value=-0.0070012560609376264 -0.0039966139693652534 0.021572973406583731 0.0092805224982293755 -0.029973210640585335 0.02122459628737524 -0.018323181767684254
leaf_weight=0.0016414409013061247 0.0012965763029805237 0.001005316489333915 0.001834651033280578 0.0010518974960042221 0.0013373934157553979 0.0010454740685434949
leaf_count=1096 207 158 194 485 899 82
internal_value=0 0.00717051 -0.00242591 -0.00856013 0.00567117 -0.000739513
internal_weight=0 0.00230189 0.00691086 0.00393202 0.00297883 0.00288013
internal_count=3121 365 2756 761 1995 276
is_linear=0
shrinkage=0.1


Tree=6271
num_leaves=8
num_cat=0
split_feature=1 42 51 12 160 12 0
split_gain=1.64465e-05 4.33849e-05 3.40576e-05 3.08108e-05 5.09327e-05 3.9644e-05 2.76291e-05
threshold=0.12500000000000003 0.091545000000000015 -0.076794999999999988 0.086700000000000013 1.0000000180025095e-35 0.095330000000000012 -0.12333499999999999
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 3 5 -6 -7 -8
leaf_value=-0.015920890550173736 0.0099606266979430855 -0.021117546907150481 0.01782270579732825 0.025519085838445144 -0.020890691236211272 0.00037483183501939283 -0.0044463327122152519
leaf_weight=0.0010050525081981721 0.0013981187547813636 0.0010133082275415768 0.0010547809443810954 0.0011965956870592872 0.0010216639626007139 0.001317395079487438 0.0011808934871436628
leaf_count=406 279 601 147 665 253 285 485
internal_value=0 -0.00181842 0.00106748 0.00402593 -0.00239302 0.0123429 0.0060601
internal_weight=0 0.00778969 0.00677638 0.00577133 0.00325734 0.00251399 0.00223567
internal_count=3121 2842 2241 1835 885 950 632
is_linear=0
shrinkage=0.1


Tree=6272
num_leaves=8
num_cat=0
split_feature=0 15 1 13 15 4 16
split_gain=1.54572e-05 3.92219e-05 3.7647e-05 4.51161e-05 4.40475e-05 4.02084e-05 1.99795e-05
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decision_type=2 2 2 2 2 2 2
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leaf_value=-0.020180403925522825 0.021910079973001671 0.0068949327818038156 0.01892280271512712 0.01462008384821252 -0.018334166483749578 -0.011407041696592698 -0.012334714398245232
leaf_weight=0.0010532244386005311 0.001008207665477327 0.0011745628570158286 0.0010602974497640077 0.0014263076889629417 0.0014249171657648887 0.0010166335556056386 0.0010005844394781562
leaf_count=1510 259 153 189 246 479 124 161
internal_value=0 0.0056062 -0.00301927 0.000648333 -0.00436125 0.00378886 -0.00195085
internal_weight=0 0.00318335 0.00598138 0.00492816 0.00386786 0.00244294 0.00217515
internal_count=3121 573 2548 1038 849 370 314
is_linear=0
shrinkage=0.1


Tree=6273
num_leaves=8
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split_feature=14 49 2 4 0 1 52
split_gain=4.03166e-05 5.10271e-05 6.14515e-05 8.00448e-05 7.16307e-05 3.94544e-05 6.86039e-05
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decision_type=2 2 2 2 2 2 2
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leaf_count=161 148 585 347 433 143 261 1043
internal_value=0 3.8262e-05 -1.49435e-05 -0.000105643 -9.5511e-06 -0.0001431 -1.72029e-05
internal_weight=0 0.00917397 0.00810152 0.006319 0.00531188 0.00395227 0.00279713
internal_count=3121 2960 2375 2028 1880 1737 1476
is_linear=0
shrinkage=0.00196078


Tree=6274
num_leaves=7
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split_feature=50 51 43 42 48 1
split_gain=1.51693e-05 2.38663e-05 4.55834e-05 6.14223e-05 4.71547e-05 4.43033e-05
threshold=0.088425000000000017 -0.076794999999999988 -0.14968999999999996 0.084695000000000006 0.086260000000000017 0.077565000000000009
decision_type=2 2 2 2 2 2
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leaf_count=500 560 193 495 803 227 343
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internal_weight=0 0.00808214 0.00644407 0.00522636 0.00415373 0.00271669
internal_count=3121 2561 2061 1868 1065 838
is_linear=0
shrinkage=0.1


Tree=6275
num_leaves=8
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split_feature=11 3 1 3 15 133 4
split_gain=5.54252e-05 5.46666e-05 4.80058e-05 9.13284e-05 8.16805e-05 5.27215e-05 2.91272e-05
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decision_type=2 2 2 2 2 2 2
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leaf_count=158 199 919 480 131 745 331 158
internal_value=0 4.03607e-05 -1.82487e-05 0.000119511 -0.000179378 1.35611e-05 -0.000115618
internal_weight=0 0.00962256 0.00831489 0.00448252 0.00383237 0.00263522 0.00262785
internal_count=3121 2922 2764 769 1995 1076 289
is_linear=0
shrinkage=0.00196078


Tree=6276
num_leaves=7
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split_feature=49 0 16 16 4 3
split_gain=1.52958e-05 2.81357e-05 5.67053e-05 9.66857e-05 2.7716e-05 1.62847e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00706898 0.00467425 0.00293528 0.00209537 0.00239473
internal_count=3121 2696 2326 1150 425 370
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Tree=6277
num_leaves=6
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split_feature=0 15 16 15 51
split_gain=1.40999e-05 2.71175e-05 7.16067e-05 6.25875e-05 4.64978e-05
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decision_type=2 2 2 2 2
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leaf_weight=0.0018480233111636607 0.0019695053191599752 0.0011507306199291798 0.0014837323680622354 0.0015849829443969172 0.0011045046964018707
leaf_count=460 325 282 685 1141 228
internal_value=0 -0.00208048 -0.0069092 0.00574982 0.00209715
internal_weight=0 0.00717197 0.00443626 0.00273571 0.00295253
internal_count=3121 2796 1373 1423 688
is_linear=0
shrinkage=0.1


Tree=6278
num_leaves=7
num_cat=0
split_feature=1 52 3 0 16 0
split_gain=1.53767e-05 3.12178e-05 7.45352e-05 3.61253e-05 2.74982e-05 1.96977e-05
threshold=0.10937500000000001 0.10160000000000001 0.090900000000000009 -0.084269999999999984 -0.071854999999999988 -0.030209999999999997
decision_type=2 2 2 2 2 2
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internal_weight=0 0.00607164 0.00487293 0.00369889 0.00304875 0.00202561
internal_count=3121 2573 2080 1942 548 1007
is_linear=0
shrinkage=0.1


Tree=6279
num_leaves=8
num_cat=0
split_feature=14 49 2 4 12 0 1
split_gain=2.53178e-05 6.6851e-05 5.50138e-05 8.97138e-05 7.35417e-05 4.84314e-05 3.73168e-05
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decision_type=2 2 2 2 2 2 2
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leaf_value=-0.00029721399469146678 -0.00052590388539500014 0.0004803897394065784 0.00028137696547384487 6.4176506855866946e-05 0.00056504297856567259 -0.00048746472435554441 3.4883567384941952e-05
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internal_weight=0 0.00883128 0.0077189 0.00604969 0.00449034 0.00244774 0.0020426
internal_count=3121 2960 2349 2005 1755 718 1037
is_linear=0
shrinkage=0.00196078


Tree=6280
num_leaves=7
num_cat=0
split_feature=14 49 2 4 47 52
split_gain=3.08846e-05 5.43454e-05 5.55351e-05 8.13605e-05 7.51852e-05 6.21854e-05
threshold=-1.0000000180025095e-35 0.0043850000000000009 0.10912000000000001 -0.10429499999999998 0.092530000000000015 -0.0064899999999999992
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=-0.00032819193779576365 -0.00049735883913531293 0.00043497466796002261 0.00028549157844837608 -0.00014081316789302719 -0.00038357007603702955 0.00040754102600253295
leaf_weight=0.0010222155856190974 0.001577168576293456 0.0011228924370523851 0.0017158345208008585 0.001370199099223078 0.0012782997845116086 0.0018944036612766808
leaf_count=161 250 611 344 423 191 1141
internal_value=0 3.15505e-05 -2.62605e-05 -0.000113664 1.95442e-05 0.000177389
internal_weight=0 0.0089588 0.00783591 0.00612007 0.0045429 0.0032646
internal_count=3121 2960 2349 2005 1755 1564
is_linear=0
shrinkage=0.00196078


Tree=6281
num_leaves=7
num_cat=0
split_feature=14 49 2 4 47 52
split_gain=2.82371e-05 6.5546e-05 6.63264e-05 9.22126e-05 8.18357e-05 7.62914e-05
threshold=-1.0000000180025095e-35 0.0043850000000000009 0.10912000000000001 -0.10429499999999998 0.092530000000000015 -0.0064899999999999992
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=-0.0003157583133153677 -0.00053866695992614382 0.00047353470541225108 0.00031081386854543073 -0.00017566333365644183 -0.00041072736286749115 0.00043166413255368749
leaf_weight=0.0010104676094921704 0.001568044703007151 0.0011203888937235344 0.0016833929462975643 0.0013696095187289163 0.0012633812245360808 0.0018961933073907277
leaf_count=161 250 611 344 423 191 1141
internal_value=0 3.0124e-05 -3.37259e-05 -0.00012885 1.30318e-05 0.000176964
internal_weight=0 0.00890101 0.00778062 0.00609723 0.00452918 0.0032658
internal_count=3121 2960 2349 2005 1755 1564
is_linear=0
shrinkage=0.00196078


Tree=6282
num_leaves=8
num_cat=0
split_feature=376 50 16 160 1 48 2
split_gain=3.23872e-05 4.5466e-05 4.5725e-05 8.13442e-05 4.98682e-05 5.19227e-05 4.91105e-05
threshold=0.048375000000000008 0.088425000000000017 -0.013324999999999998 -0.063384999999999983 0.085110000000000005 0.086260000000000017 0.10045500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 -6 -5
right_child=-2 -3 3 6 5 -7 -8
leaf_value=-0.00048615484686148419 0.00032830063163598696 -0.00041152006975702092 0.00063663340323512102 -0.00025953149246256689 0.00021440013805598869 -0.00026979074503614693 0.00029032597147759609
leaf_weight=0.0010825453962771108 0.0010250558861292112 0.0011086742058116954 0.0010487944749166217 0.0013929926497185179 0.0018910735377169292 0.0015489466395106136 0.0011319947133559074
leaf_count=931 166 537 342 414 331 134 266
internal_value=0 -3.91256e-05 1.18683e-05 0.000177632 -0.00011912 -3.61772e-06 -1.30211e-05
internal_weight=0 0.00920502 0.00809635 0.00357378 0.00452257 0.00344002 0.00252499
internal_count=3121 2955 2418 1022 1396 465 680
is_linear=0
shrinkage=0.00196078


Tree=6283
num_leaves=8
num_cat=0
split_feature=50 484 52 2 48 0 0
split_gain=1.54903e-05 2.74584e-05 3.45273e-05 4.09749e-05 4.91746e-05 5.22229e-05 8.7716e-05
threshold=0.088425000000000017 0.073690000000000019 -0.088614999999999985 0.11389000000000002 0.081275000000000014 -0.10224499999999999 0.047850000000000011
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=-0.015324287446409105 -0.011337841685049727 0.016061384131393432 -0.017547695583675218 -0.013350916962916758 0.024729554759412724 0.028554416550612957 -0.0117014914510761
leaf_weight=0.0013347676078517287 0.0010700712571217004 0.0011116828099077642 0.0010506086862363791 0.0012580112194400797 0.0011649067238632595 0.0011500777796336532 0.001022519253333979
leaf_count=511 560 342 193 265 252 933 65
internal_value=0 0.00146454 -0.000859962 0.00255947 0.00712075 0.000756712 0.00960822
internal_weight=0 0.00809257 0.00698089 0.00564612 0.00438811 0.00322321 0.0021726
internal_count=3121 2561 2219 1708 1443 1191 998
is_linear=0
shrinkage=0.1


Tree=6284
num_leaves=6
num_cat=0
split_feature=0 42 49 1 3
split_gain=1.65344e-05 2.84303e-05 5.49143e-05 6.03992e-05 5.79374e-05
threshold=-1.0000000180025095e-35 0.091295000000000015 -0.00064499999999999985 0.090405000000000013 0.10893000000000001
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.018971808785664186 0.0080846156471304064 0.01173909629254332 -0.015711440642343918 0.023694270186504211 -0.0058330601098098029
leaf_weight=0.0019281548937692839 0.0019710981084573361 0.0012066584200398035 0.0013484131087978767 0.001458176134873322 0.0012209283678808226
leaf_count=519 325 651 1231 262 133
internal_value=0 -0.00225797 -0.00509387 0.00155013 0.010238
internal_weight=0 0.00716233 0.00595567 0.00402752 0.0026791
internal_count=3121 2796 2145 1626 395
is_linear=0
shrinkage=0.1


Tree=6285
num_leaves=8
num_cat=0
split_feature=52 16 43 43 48 2 2
split_gain=3.43284e-05 4.65649e-05 6.3281e-05 6.79114e-05 4.55358e-05 4.12424e-05 6.82022e-05
threshold=-0.24456499999999998 0.23311500000000004 -0.092909999999999979 -0.063379999999999978 0.085845000000000019 0.10803500000000001 0.089885000000000007
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=-0.00034766536327852416 -0.00038182945583620817 0.00042215267200602696 0.00050588069082671192 -2.6525624882697684e-05 -0.00028307216085433651 -0.0002202795316980343 0.00063063846895200677
leaf_weight=0.0010345402092992373 0.0015156049194326214 0.0010285785091579255 0.0011052994367769251 0.0015175750118106893 0.0017922037703364995 0.0010869784674747886 0.0010121051896057761
leaf_count=364 378 124 759 761 252 225 258
internal_value=0 2.93563e-05 -2.09592e-05 6.3002e-05 -2.75001e-05 9.91464e-05 0.000236401
internal_weight=0 0.00905835 0.00802977 0.00651416 0.00540886 0.00361666 0.00252968
internal_count=3121 2757 2633 2255 1496 1244 1019
is_linear=0
shrinkage=0.00196078


Tree=6286
num_leaves=8
num_cat=0
split_feature=1 13 3 52 3 0 0
split_gain=1.51844e-05 2.89815e-05 2.7099e-05 2.57496e-05 6.58366e-05 2.96361e-05 1.57719e-05
threshold=0.10937500000000001 -0.059629999999999996 0.10732000000000001 0.10160000000000001 0.090900000000000009 -0.084269999999999984 -0.030209999999999997
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=-0.016096638883287235 0.019428889886196482 0.010526254447807769 -0.012569800417399232 -0.016041737353699168 0.020968143319219128 0.010614964736179074 -0.0070152604199368576
leaf_weight=0.0016707750045078483 0.0010246932201064592 0.0010008633246103025 0.0010316714022562956 0.0012007145885598201 0.0011715026505309117 0.0010248695119049185 0.0010050067339003794
leaf_count=935 300 180 68 493 138 833 174
internal_value=0 0.00571632 -0.00119681 -0.00292491 0.000307655 -0.00623277 0.00188611
internal_weight=0 0.00305723 0.00203253 0.00607287 0.00487215 0.00370065 0.00202988
internal_count=3121 548 248 2573 2080 1942 1007
is_linear=0
shrinkage=0.1


Tree=6287
num_leaves=8
num_cat=0
split_feature=376 50 1 484 49 4 4
split_gain=4.91761e-05 4.84167e-05 5.32683e-05 6.33107e-05 5.51854e-05 5.15696e-05 5.09571e-05
threshold=0.048375000000000008 0.088425000000000017 0.12500000000000003 0.073690000000000019 -0.043469999999999995 -0.083854999999999985 0.076415000000000025
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=0.000144529168803905 0.00040027203870341202 -0.00043170312533709413 0.0004198092417850779 0.00036824397689725615 4.5105553315900113e-05 -0.00072925663894679962 -0.00019124774605241683
leaf_weight=0.0018373331958471337 0.0010306674282880091 0.0011291716181090735 0.0010235644353969991 0.0011253882421822419 0.0013886559619158355 0.0011687441578171916 0.0016081396221620653
leaf_count=261 166 537 204 274 468 998 213
internal_value=0 -5.11832e-05 1.52556e-06 -5.85368e-05 -0.000138548 -0.000263407 -0.000417687
internal_weight=0 0.009281 0.00815183 0.00712826 0.00600287 0.00416554 0.00277688
internal_count=3121 2955 2418 2214 1940 1679 1211
is_linear=0
shrinkage=0.00196078


Tree=6288
num_leaves=7
num_cat=0
split_feature=0 15 43 0 15 15
split_gain=1.62817e-05 2.43635e-05 6.83438e-05 5.44758e-05 5.31567e-05 3.50322e-05
threshold=-1.0000000180025095e-35 -0.016799999999999995 -0.079109999999999986 -0.10474999999999998 0.024640000000000006 -0.11345499999999999
decision_type=2 2 2 2 2 2
left_child=1 2 -1 5 -3 -4
right_child=-2 4 3 -5 -6 -7
leaf_value=-0.029822192768473473 0.0080062002840668497 0.021510713049320309 0.0035847003065547487 0.017955535086630704 -0.0067465330606549939 -0.021072422237795332
leaf_weight=0.0010007573117069247 0.0019745104845755009 0.0011519716953688102 0.0011368316599919522 0.0011218089054799516 0.0015772018234648461 0.0011684499864455479
leaf_count=567 325 282 167 506 1141 133
internal_value=0 -0.00225092 -0.00683153 -0.00011794 0.00518072 -0.00891295
internal_weight=0 0.00715702 0.00442785 0.00342709 0.00272917 0.00230528
internal_count=3121 2796 1373 806 1423 300
is_linear=0
shrinkage=0.1


Tree=6289
num_leaves=8
num_cat=0
split_feature=376 50 43 16 16 49 3
split_gain=3.84837e-05 5.19383e-05 3.75846e-05 6.93959e-05 5.91861e-05 4.28435e-05 6.66028e-05
threshold=0.048375000000000008 0.088425000000000017 -0.17390999999999998 0.22339500000000004 0.0047850000000000011 -0.043469999999999995 -0.055119999999999995
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=0.00031083186535081636 0.00035133829030037692 -0.00044257563378144108 0.00020072181287020702 -0.00051475856583726521 0.00041082773109691527 -0.00059776550112771885 1.1333773941873111e-05
leaf_weight=0.0013081906362579941 0.0010292007758742729 0.0011280593766464031 0.0014809009630553796 0.0010531743171764071 0.0012464136724036224 0.0010753480399034946 0.001927073536359723
leaf_count=169 166 537 267 388 225 1100 269
internal_value=0 -4.84219e-05 6.53092e-06 -5.21583e-05 3.28716e-05 -7.22044e-05 -0.000206821
internal_weight=0 0.00921916 0.0080911 0.00678291 0.00572974 0.00448332 0.00300242
internal_count=3121 2955 2418 2249 1861 1636 1369
is_linear=0
shrinkage=0.00196078


Tree=6290
num_leaves=8
num_cat=0
split_feature=49 42 43 2 13 3 1
split_gain=1.87e-05 4.1488e-05 4.20749e-05 4.40708e-05 4.51763e-05 4.53982e-05 2.68806e-05
threshold=-0.043469999999999995 0.091545000000000015 0.070450000000000013 0.10731 -0.033284999999999988 -0.014944999999999998 0.093205000000000024
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=-0.003185173076872801 -0.013095786751727729 -0.021343684120935666 0.018482142648395428 -0.01669084221140477 0.027346331487024918 -0.001505165522401878 0.019464303565995402
leaf_weight=0.0010376932057849181 0.0011087801940294914 0.0010027765685070395 0.0010823723650663494 0.0016393898420712463 0.0010032417237981911 0.0011950217643388451 0.0010584741644232155
leaf_count=188 713 614 233 318 633 185 237
internal_value=0 -0.00250943 0.000623289 -0.00328456 0.00336129 0.0116621 0.00825184
internal_weight=0 0.00703158 0.00602881 0.00494643 0.00330704 0.00219826 0.00209617
internal_count=3121 2696 2082 1849 1531 818 425
is_linear=0
shrinkage=0.1


Tree=6291
num_leaves=8
num_cat=0
split_feature=14 49 2 4 47 52 3
split_gain=3.52333e-05 7.43012e-05 7.18187e-05 0.00010147 6.37661e-05 7.49927e-05 6.76914e-05
threshold=-1.0000000180025095e-35 0.0043850000000000009 0.10912000000000001 -0.35136499999999998 0.092530000000000015 -0.0064899999999999992 -0.077774999999999983
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=-0.00034503894059765975 -0.000700078823375848 0.00050498938528092876 0.00032644368905330876 -0.00021621965608023685 -0.00039350794022626026 8.5320065067314946e-06 0.00068535364573970876
leaf_weight=0.0010347666672587555 0.0010014932015873189 0.0011394485879409654 0.0016990355413469835 0.001610213528038119 0.0013042412292029394 0.0011713983598263531 0.0011031529659991338
leaf_count=161 148 611 344 474 192 874 317
internal_value=0 3.69455e-05 -3.06519e-05 -0.00012866 -1.83744e-05 0.00010757 0.000336789
internal_weight=0 0.00902898 0.00788953 0.0061905 0.00518901 0.00388476 0.00227455
internal_count=3121 2960 2349 2005 1857 1665 1191
is_linear=0
shrinkage=0.00196078


Tree=6292
num_leaves=7
num_cat=0
split_feature=2 4 4 47 49 13
split_gain=1.7554e-05 5.12721e-05 4.47387e-05 4.85454e-05 6.27844e-05 2.88635e-05
threshold=0.10912000000000001 0.053925000000000008 -0.084369999999999987 0.092530000000000015 -0.054319999999999993 -0.033284999999999988
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=-0.016334365162250539 0.020428045575703779 -0.0065874757532213037 -0.011145482697706327 -0.014012583781322916 0.0065614076417446852 0.02965338776230372
leaf_weight=0.0017918606192394073 0.0013660765087423891 0.0014462619890625611 0.001051027079586393 0.0012947523395577072 0.0010354627017980314 0.0011341722842139921
leaf_count=545 294 327 238 236 983 498
internal_value=0 0.00653515 -0.0029648 0.00234067 0.00891492 0.0186327
internal_weight=0 0.00281234 0.00630728 0.00451541 0.00322066 0.00216963
internal_count=3121 621 2500 1955 1719 1481
is_linear=0
shrinkage=0.1


Tree=6293
num_leaves=7
num_cat=0
split_feature=1 16 4 52 2 4
split_gain=1.6698e-05 2.90756e-05 2.58956e-05 2.79805e-05 7.44664e-05 2.23638e-05
threshold=0.10937500000000001 -0.071854999999999988 -0.0016099999999999997 -0.082554999999999976 0.086950000000000013 0.15285000000000001
decision_type=2 2 2 2 2 2
left_child=2 -2 3 -1 -5 -4
right_child=1 -3 5 4 -6 -7
leaf_value=-0.011810621349032536 0.016106770996265986 -0.0034441756381368887 -0.02037407587454193 0.027823584164958982 -0.0062003938960477033 -0.00076523761238547414
leaf_weight=0.0010377041306799391 0.0014726360195334389 0.0015733524613813147 0.0012580960717543809 0.0010788958347410652 0.001593128908085216 0.0010816955345144303
leaf_count=492 305 243 484 771 644 182
internal_value=0 0.00600807 -0.00307058 0.00212544 0.00753763 -0.0113088
internal_weight=0 0.00304599 0.00604952 0.00370973 0.00267202 0.00233979
internal_count=3121 548 2573 1907 1415 666
is_linear=0
shrinkage=0.1


Tree=6294
num_leaves=7
num_cat=0
split_feature=49 3 42 43 0 4
split_gain=1.77362e-05 3.72367e-05 9.34672e-05 5.95628e-05 4.6793e-05 2.02866e-05
threshold=-0.043469999999999995 -0.078934999999999991 0.084050000000000014 -0.074359999999999996 -0.10474999999999998 0.0061450000000000003
decision_type=2 2 2 2 2 2
left_child=5 2 -2 -3 -5 -1
right_child=1 3 -4 4 -6 -7
leaf_value=-0.0017691927471622478 0.0055398691956487726 0.024039155852052661 -0.033987293510922466 -0.014502536614693138 0.0084721723197714073 0.017941553031870918
leaf_weight=0.0010471830432547363 0.001310779861354447 0.0010289083603117551 0.0011004813789031148 0.0018161318163589346 0.0017318893827454492 0.0010414699166263653
leaf_count=269 867 296 698 225 610 156
internal_value=0 -0.00244304 -0.0125 0.00285528 -0.00328793 0.00805922
internal_weight=0 0.00698819 0.00241126 0.00457693 0.00354802 0.00208865
internal_count=3121 2696 1565 1131 835 425
is_linear=0
shrinkage=0.1


Tree=6295
num_leaves=8
num_cat=0
split_feature=14 49 2 4 47 52 15
split_gain=3.23233e-05 7.3226e-05 7.8466e-05 9.74673e-05 5.95681e-05 6.6284e-05 6.79815e-05
threshold=-1.0000000180025095e-35 0.0043850000000000009 0.10912000000000001 -0.35136499999999998 0.092530000000000015 -0.0064899999999999992 0.084050000000000014
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=-0.00032969363107505716 -0.00068975141687978075 0.0004975641951534092 0.00033700416724695214 -0.00020844601686266037 -0.00039380001299509581 0.00062948159166909782 -5.1545502798471168e-05
leaf_weight=0.0010348970303445783 0.0010167118674977507 0.0011536177007982823 0.0017355443856139586 0.0016125235785329033 0.0012708398954278232 0.0012078241830547616 0.0010564405932800918
leaf_count=161 148 611 344 474 192 350 841
internal_value=0 3.61047e-05 -3.12821e-05 -0.000134972 -2.53967e-05 9.53687e-05 0.000311734
internal_weight=0 0.0090535 0.00789988 0.00616434 0.00514763 0.00387679 0.00226426
internal_count=3121 2960 2349 2005 1857 1665 1191
is_linear=0
shrinkage=0.00196078


Tree=6296
num_leaves=7
num_cat=0
split_feature=50 4 151 15 1 12
split_gain=1.7185e-05 2.97421e-05 3.19682e-05 5.4226e-05 4.89223e-05 2.45119e-05
threshold=0.088425000000000017 0.36766000000000004 -0.024429999999999997 -0.037864999999999989 0.083835000000000007 0.086915000000000006
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=0.014440005783577426 -0.011969436683636352 0.016139803260266504 -0.019221312795475027 0.020310676541314989 -0.013118620595716935 0.0010815621760844867
leaf_weight=0.0011219597209981931 0.0010634875637873182 0.0011910645566970482 0.0016629789740757574 0.001254068142078357 0.0013690439360746036 0.0014063103205085091
leaf_count=367 560 303 616 364 342 569
internal_value=0 0.00156045 -0.000987843 -0.00402864 0.00224152 0.0101459
internal_weight=0 0.00800543 0.00681436 0.0056924 0.00402942 0.00266038
internal_count=3121 2561 2258 1891 1275 933
is_linear=0
shrinkage=0.1


Tree=6297
num_leaves=7
num_cat=0
split_feature=11 2 52 3 52 1
split_gain=1.76459e-05 3.34685e-05 5.77204e-05 5.50229e-05 4.37292e-05 9.60943e-06
threshold=1.0000000180025095e-35 0.089885000000000007 -0.013374999999999998 -0.078934999999999991 0.092650000000000024 0.099400000000000002
decision_type=2 2 2 2 2 2
left_child=1 3 -3 -1 -4 -5
right_child=-2 2 4 5 -6 -7
leaf_value=-0.023911690364768711 -0.012318593763795578 0.021724372347639267 -0.011862131716567222 -0.0033947768024211993 0.011729466691890338 0.010433362195400836
leaf_weight=0.001148459871041499 0.0010339246422763964 0.0016859051631470342 0.0017345025368631659 0.0010041081935411285 0.0014363374699505173 0.001006051011015465
leaf_count=1093 244 496 391 287 386 224
internal_value=0 0.00156249 0.00677363 -0.00645024 -0.00117553 0.00352598
internal_weight=0 0.00801536 0.00485675 0.00315862 0.00317084 0.00201016
internal_count=3121 2877 1273 1604 777 511
is_linear=0
shrinkage=0.1


Tree=6298
num_leaves=9
num_cat=0
split_feature=48 16 16 0 13 52 49 4
split_gain=3.62472e-05 0.000118771 6.35195e-05 7.72456e-05 6.57767e-05 6.23861e-05 4.94175e-05 8.41992e-05
threshold=0.11951500000000001 -0.5048999999999999 0.013515000000000001 -0.053834999999999994 0.0076650000000000008 0.096795000000000006 -0.006494999999999999 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 6 -5 -3 -8
right_child=-2 2 3 5 -6 -7 7 -9
leaf_value=0.00064935296217458009 -0.00035194644274411557 -0.00039351901501573561 0.0005738598125290844 -0.00034241657008890708 -0.00062880439443374994 0.00030084387601955845 0.00047754535243795866 -0.00025589837787944156
leaf_weight=0.0010805266564678185 0.0010142708032851418 0.001197167867877626 0.001148553486472588 0.0012633060095433605 0.0010338244494375246 0.0010711543665528327 0.0011501081795249569 0.0012622007119198844
leaf_count=192 114 333 403 281 287 44 1084 383
internal_value=0 3.86101e-05 -4.25981e-05 0.00015756 -0.00019274 -4.726e-05 -6.78421e-05 9.37831e-05
internal_weight=0 0.00920684 0.00812632 0.00348301 0.0046433 0.00233446 0.00360948 0.00241231
internal_count=3121 3007 2815 728 2087 325 1800 1467
is_linear=0
shrinkage=0.00196078


Tree=6299
num_leaves=7
num_cat=0
split_feature=4 1 12 52 16 15
split_gain=1.69238e-05 3.6249e-05 2.80799e-05 4.6946e-05 6.12053e-05 6.36796e-05
threshold=0.24564500000000003 0.111945 0.098810000000000023 0.091275000000000009 0.071345000000000006 -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=-0.013064384038733083 -0.0057019364176772716 0.020670196047099982 -0.017252899903652339 0.016139714636098087 -0.024945808292574062 0.01464984284295983
leaf_weight=0.0015192226691865978 0.001012136838095845 0.0010745335582494715 0.0010747103893848685 0.0014232527376471932 0.0011203705026163057 0.0018250516116937281
leaf_count=631 150 276 404 497 391 772
internal_value=0 0.00787843 -0.00238855 0.000324625 -0.00471696 0.00205994
internal_weight=0 0.00208667 0.00696261 0.0058879 0.00446464 0.00334427
internal_count=3121 426 2695 2291 1794 1403
is_linear=0
shrinkage=0.1


Tree=6300
num_leaves=6
num_cat=0
split_feature=49 1 484 0 16
split_gain=1.71983e-05 3.12071e-05 3.47853e-05 3.13989e-05 5.20968e-05
threshold=-0.047584999999999995 0.12337000000000002 0.073690000000000019 -0.11756999999999999 -0.056919999999999991
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
right_child=1 -3 -4 4 -6
leaf_value=0.0082028246214009559 -0.02087845558779694 0.01224987706401824 0.011584647350958816 0.0096622309401361364 -0.015416467168237281
leaf_weight=0.0019845848377743622 0.0015047727311792288 0.0012138160880164756 0.0010014544305197368 0.0015824298249615177 0.001738178353794174
leaf_count=403 243 244 296 1049 886
internal_value=0 -0.00233693 -0.00537558 -0.00889548 -0.00346526
internal_weight=0 0.00704065 0.00582684 0.00482538 0.00332061
internal_count=3121 2718 2474 2178 1935
is_linear=0
shrinkage=0.1


Tree=6301
num_leaves=9
num_cat=0
split_feature=376 1 42 42 2 151 2 4
split_gain=3.51733e-05 4.57196e-05 5.25273e-05 5.07952e-05 7.47972e-05 8.6942e-05 3.91221e-05 3.28699e-05
threshold=0.048375000000000008 0.12500000000000003 0.091735000000000025 0.08623500000000002 0.10005000000000001 -0.0067699999999999991 0.084055000000000005 0.033845000000000007
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=0.00019134692900043136 0.00034020603656700741 0.00029584213594873685 -0.00051373022926718575 0.00035728081946132694 0.00039411362427175476 -0.00028495932187716668 -0.00078736530204078772 -7.8332868010659858e-05
leaf_weight=0.0010108237142361005 0.0010089617294833488 0.0012936084685055702 0.001034252542813344 0.0010493572117969254 0.0011681279031061707 0.0014482676188449146 0.0010124953427642965 0.0010987068472205022
leaf_count=228 166 234 560 487 271 347 655 173
internal_value=0 -4.56227e-05 -0.000102094 -3.93733e-05 -0.000111908 -0.000292801 -0.000491677 0.000165125
internal_weight=0 0.00911564 0.00782203 0.00678778 0.00573842 0.00347159 0.00246076 0.00226683
internal_count=3121 2955 2721 2161 1674 1230 1002 444
is_linear=0
shrinkage=0.00196078


Tree=6302
num_leaves=8
num_cat=0
split_feature=50 15 47 52 151 16 4
split_gain=1.83714e-05 2.77531e-05 3.67578e-05 5.14956e-05 4.72395e-05 4.67317e-05 2.56752e-05
threshold=0.088425000000000017 -0.15026499999999995 0.092530000000000015 -0.088204999999999992 -0.0071249999999999985 -0.088909999999999989 -0.15464999999999998
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=0.016913753634496188 -0.012405910446838496 -0.015355833660513157 -0.015747287404920218 0.024930813991870273 -0.014638795562393982 -0.00082207639747136391 0.021400239140575858
leaf_weight=0.0010326786274579341 0.001057962397408207 0.0012172196343942423 0.0013095998291405338 0.0011872299913904495 0.0011437657483983708 0.0010182744046084453 0.001062329105085854
leaf_count=326 560 491 202 281 369 68 824
internal_value=0 0.00161893 -0.000657471 0.00285332 0.00787747 0.00159834 0.0105243
internal_weight=0 0.0079711 0.00693842 0.00562882 0.0044116 0.00322437 0.0020806
internal_count=3121 2561 2235 2033 1542 1261 892
is_linear=0
shrinkage=0.1


Tree=6303
num_leaves=8
num_cat=0
split_feature=1 15 13 4 52 133 4
split_gain=3.72591e-05 5.00871e-05 5.41058e-05 3.73601e-05 5.7954e-05 0.000105141 5.52009e-05
threshold=0.10937500000000001 -0.037864999999999989 -1.0000000180025095e-35 -0.0029599999999999995 -0.085984999999999992 1.0000000180025095e-35 0.053180000000000012
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 -6 -5
right_child=1 -3 -4 6 5 -7 -8
leaf_value=-0.00037078203736059026 0.00033941837059153372 0.0005123786463516048 -0.00025784516965848841 -0.00060916113345719873 0.00044057137805221275 -0.00032354985949090847 -4.3619430739898905e-05
leaf_weight=0.0010182423700153711 0.0010365209885367782 0.001083104369906559 0.0013331674688420415 0.001076517336657361 0.0019551003745656888 0.0010718911356030719 0.0017297603715237294
leaf_count=451 299 114 135 334 819 605 364
internal_value=0 0.000163063 3.40276e-06 -8.67281e-05 3.38683e-05 0.000169988 -0.000260567
internal_weight=0 0.00345279 0.00236969 0.00685151 0.00404523 0.00302699 0.00280628
internal_count=3121 548 434 2573 1875 1424 698
is_linear=0
shrinkage=0.00196078


Tree=6304
num_leaves=8
num_cat=0
split_feature=15 52 4 4 0 48 2
split_gain=5.07545e-05 4.5559e-05 7.38121e-05 9.3e-05 4.7764e-05 7.10695e-05 3.77091e-05
threshold=-0.24436499999999997 0.10744000000000002 -0.35136499999999998 -0.083854999999999985 -0.10096999999999999 0.086260000000000017 0.083215000000000011
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=0.00041338489480197989 -0.00056320289957429196 0.00026136759781770591 0.0004860736644227673 0.00049836323874630337 -0.00038798760252376922 -0.00032587047400482635 -9.4007914594044772e-06
leaf_weight=0.0010019487379422333 0.0011756721956202986 0.0015157945482815625 0.0011175522311421861 0.0010052789787512587 0.001885105378355097 0.0015880593941134304 0.0012761520943612699
leaf_count=253 198 483 390 57 1381 154 205
internal_value=0 -5.04675e-05 -0.000109201 -3.15315e-05 -0.000132051 -7.36645e-06 0.000214338
internal_weight=0 0.00956361 0.00804782 0.00687215 0.0057546 0.00386949 0.00228143
internal_count=3121 2868 2385 2187 1797 416 262
is_linear=0
shrinkage=0.00196078


Tree=6305
num_leaves=8
num_cat=0
split_feature=52 13 43 1 2 13 0
split_gain=1.64768e-05 4.31034e-05 5.05664e-05 6.88605e-05 8.36316e-05 6.2624e-05 2.37778e-05
threshold=0.11434500000000002 -0.094514999999999988 -0.04890499999999999 0.10752500000000002 0.090545000000000014 -0.0034749999999999994 -0.10324499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 6 5 4 -4 -3 -1
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.0030137181891779839 -0.010714303253040052 0.024399382974687734 -0.019970967281736383 -0.031949562011799236 0.019669101514805408 -0.0069870588420825434 0.024500910074927645
leaf_weight=0.001000233154441376 0.0012449076508486718 0.0011959202402591915 0.0011000409901458807 0.0010631757205766495 0.0010311192257399372 0.0013570808515654142 0.0010616186342888344
leaf_count=166 501 788 668 133 389 324 152
internal_value=0 0.00167329 -0.00277659 -0.0111622 -0.000791913 0.00771551 0.0140772
internal_weight=0 0.00780919 0.00574734 0.00319434 0.00213116 0.002553 0.00206185
internal_count=3121 2620 2302 1190 1057 1112 318
is_linear=0
shrinkage=0.1


Tree=6306
num_leaves=7
num_cat=0
split_feature=1 15 52 4 12 3
split_gain=3.31104e-05 4.07398e-05 7.38671e-05 3.93427e-05 3.44788e-05 6.6534e-05
threshold=0.10937500000000001 1.0000000180025095e-35 -0.081429999999999989 -0.0016099999999999997 0.051320000000000005 0.12745000000000004
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=0.00041534485070370415 0.00064733826254305166 -0.00033776303014762841 5.7619165796974625e-05 -0.00035267122518805975 -0.00010678858378303528 -5.1429541184102088e-05
leaf_weight=0.0012538517507061577 0.0010666721540902669 0.0018311922762335392 0.0018922849505857888 0.0017110271102483367 0.0012549649360459429 0.0010295328811080464
leaf_count=548 211 1153 405 467 179 158
internal_value=0 -8.85309e-05 5.43171e-06 -0.000137207 0.000150256 0.000304145
internal_weight=0 0.00668836 0.00485716 0.00360331 0.00335117 0.00209621
internal_count=3121 2573 1420 872 548 369
is_linear=0
shrinkage=0.00196078


Tree=6307
num_leaves=6
num_cat=0
split_feature=1 16 15 52 4
split_gain=2.05743e-05 2.64473e-05 2.46317e-05 6.02514e-05 3.74209e-05
threshold=0.10937500000000001 -0.071854999999999988 1.0000000180025095e-35 -0.081429999999999989 -0.0016099999999999997
decision_type=2 2 2 2 2
left_child=2 -2 3 -1 -5
right_child=1 -3 -4 4 -6
leaf_value=0.020736636181655652 0.016345870664611458 -0.0023589780296350031 -0.013859216107737016 0.0038830928951022522 -0.017541646556565677
leaf_weight=0.001101050286638405 0.0014642163388887274 0.001562642638450022 0.0016426420486265842 0.0017134424087577812 0.0015551682273759789
leaf_count=548 305 243 1153 405 467
internal_value=0 0.00668933 -0.00341972 0.00050469 -0.00631056
internal_weight=0 0.00302686 0.0060123 0.00436966 0.00326861
internal_count=3121 548 2573 1420 872
is_linear=0
shrinkage=0.1


Tree=6308
num_leaves=7
num_cat=0
split_feature=4 15 12 52 49 3
split_gain=2.8544e-05 6.07266e-05 4.16253e-05 4.53685e-05 5.89304e-05 6.98016e-05
threshold=0.24564500000000003 -0.15026499999999995 0.098810000000000023 0.077655000000000016 -0.048674999999999989 -0.055119999999999995
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=0.00022342773636014522 0.00048545047113420913 -0.00015976113481252244 -0.00040407530088934761 0.00025680503599800707 -0.0006323048443255127 -2.9768871634619184e-05
leaf_weight=0.0014308335377256846 0.0012147860457476811 0.0010418092676048305 0.0011681268715004337 0.0018566196001114548 0.0011849883323014057 0.0019648965504283564
leaf_count=267 266 160 404 811 964 249
internal_value=0 0.000187574 -6.35465e-05 -1.75375e-06 -0.000106551 -0.000256443
internal_weight=0 0.0022566 0.00760546 0.00643734 0.00458072 0.00314988
internal_count=3121 426 2695 2291 1480 1213
is_linear=0
shrinkage=0.00196078


Tree=6309
num_leaves=7
num_cat=0
split_feature=4 1 2 48 3 16
split_gain=1.71867e-05 2.93468e-05 2.48864e-05 3.68732e-05 7.55313e-05 7.47929e-05
threshold=0.24564500000000003 0.111945 0.10981000000000002 0.083985000000000018 -0.08824499999999999 -0.056919999999999991
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=-0.032579702890454608 -0.0042733240924871111 0.01950471073248837 0.0082784297752417565 0.0095639437358201948 0.016770063231283643 -0.015363070185733466
leaf_weight=0.0011090144481943542 0.0010100848765635319 0.001067712704276485 0.0016571460497078385 0.0012114109464005391 0.0012391672451946291 0.0017435673218124154
leaf_count=508 150 276 377 398 708 704
internal_value=0 0.00794544 -0.00241837 -0.00576093 -0.010298 -0.00201347
internal_weight=0 0.0020778 0.00696031 0.00530316 0.00409175 0.00298273
internal_count=3121 426 2695 2318 1920 1412
is_linear=0
shrinkage=0.1


Tree=6310
num_leaves=8
num_cat=0
split_feature=376 50 43 4 47 1 16
split_gain=3.56055e-05 3.97263e-05 4.81233e-05 7.14411e-05 0.000171737 7.91503e-05 6.245e-05
threshold=0.048375000000000008 0.088425000000000017 -0.074359999999999996 -0.062539999999999984 0.077555000000000013 0.10089500000000001 0.15273500000000004
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=-1.5153383525586803e-05 0.00034202709005041581 -0.00039328075799193406 -0.00050832367152439726 -1.3768396761734537e-05 -0.00059473237311942473 0.00064316957926520315 0.00059027731702457527
leaf_weight=0.0017691877873302229 0.0010062153981750593 0.0011160661432249143 0.0012978004453418329 0.0015550815285603017 0.0012220703736285782 0.001290082077395041 0.0010401405381971164
leaf_count=675 166 537 768 372 153 242 208
internal_value=0 -4.6278e-05 1.0992e-06 -0.000107768 2.00445e-05 0.000284107 0.000209004
internal_weight=0 0.00929043 0.00817436 0.00536503 0.00406723 0.00284516 0.00280933
internal_count=3121 2955 2418 1535 767 614 883
is_linear=0
shrinkage=0.00196078


Tree=6311
num_leaves=8
num_cat=0
split_feature=14 49 2 4 12 0 1
split_gain=3.10807e-05 6.02649e-05 5.61967e-05 8.30644e-05 7.7567e-05 6.48794e-05 4.73213e-05
threshold=-1.0000000180025095e-35 0.0043850000000000009 0.10912000000000001 -0.10429499999999998 0.086700000000000013 -0.12333499999999999 0.090475000000000014
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -6
right_child=1 -3 -4 4 6 -7 -8
leaf_value=-0.00033044530212876277 -0.00050754813494653086 0.00045188101801466366 0.00028474554912193562 9.3357312986330139e-05 0.00059911888599860905 -0.00054461604248533366 8.4282600623140413e-06
leaf_weight=0.0010243284853442445 0.0015707688459899831 0.0011370152542550336 0.0016936619193977116 0.0012439507719755535 0.0010070418762008558 0.0012080169970157006 0.0010813213814283632
leaf_count=161 250 611 344 131 708 587 329
internal_value=0 3.01389e-05 -3.13014e-05 -0.000118892 1.55667e-05 -0.000220955 0.000293269
internal_weight=0 0.00894178 0.00780476 0.0061111 0.00454033 0.00245197 0.00208836
internal_count=3121 2960 2349 2005 1755 718 1037
is_linear=0
shrinkage=0.00196078


Tree=6312
num_leaves=8
num_cat=0
split_feature=11 2 3 52 133 0 0
split_gain=4.85727e-05 5.24004e-05 9.746e-05 6.89347e-05 0.000110312 5.99393e-05 4.91927e-05
threshold=0.078340000000000007 0.10912000000000001 0.12178000000000001 0.084960000000000022 0.061605000000000007 -0.10607499999999999 -0.055064999999999996
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=0.00014598272194358931 -0.00040608271480202426 0.00064815151304096672 -8.1334446281883577e-05 -0.00044099616579072742 0.0005892039958151331 -0.00064600760795319634 -4.2616701793753705e-05
leaf_weight=0.0018695327878422117 0.0010731498425391563 0.0013133612135260769 0.0015179359590846292 0.0014404773245364861 0.0011168098324578326 0.0010172415543321738 0.0010615979602613917
leaf_count=201 208 390 162 799 602 610 149
internal_value=0 3.43915e-05 0.000257054 -6.25124e-05 4.51239e-05 -0.000108771 -0.000337875
internal_weight=0 0.00933696 0.0028313 0.00650566 0.00506518 0.00394837 0.00207884
internal_count=3121 2913 552 2361 1562 960 759
is_linear=0
shrinkage=0.00196078


Tree=6313
num_leaves=9
num_cat=0
split_feature=48 16 52 52 43 3 1 3
split_gain=3.9517e-05 0.000100074 7.96145e-05 6.1511e-05 7.0555e-05 0.000102356 5.70868e-05 0.000160876
threshold=0.11951500000000001 -0.5048999999999999 0.11434500000000002 0.091275000000000009 -0.13868499999999997 -0.10831999999999999 0.094825000000000007 0.0051600000000000005
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=0.00060458536730949785 -0.00036305775965972582 -0.00046533225591620343 -0.00054456175289057339 0.0004860676777998202 0.00062595548897339279 -0.0008519781910957643 0.00019547813682956126 0.00020436712595568019
leaf_weight=0.0010657611607805201 0.0010435901368536149 0.0011817838165037202 0.0010275359067960154 0.0010157327476982732 0.0010065665067780123 0.0010256066975571155 0.0017045873814884359 0.0012061682879696695
leaf_count=192 114 219 437 207 174 1236 427 115
internal_value=0 3.94815e-05 -3.42535e-05 3.91817e-05 -3.49306e-05 6.79723e-05 -7.47095e-05 -0.000281074
internal_weight=0 0.00923374 0.00816798 0.00714045 0.00612471 0.00494293 0.00393636 0.00223177
internal_count=3121 3007 2815 2378 2171 1952 1778 1351
is_linear=0
shrinkage=0.00196078


Tree=6314
num_leaves=7
num_cat=0
split_feature=16 1 16 16 0 43
split_gain=1.74944e-05 5.35854e-05 4.97527e-05 3.79116e-05 5.10476e-05 2.17639e-05
threshold=0.38525000000000004 0.077565000000000009 -0.008904999999999998 -0.087989999999999985 -0.20211999999999997 -1.0000000180025095e-35
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=-0.025396099409325319 0.010709220981144102 -0.013023541259253252 0.020218004906865608 -0.015665655813565448 0.014585220417243106 -0.0055253914653877034
leaf_weight=0.0010566427098084427 0.0012944979811662094 0.001051556884725191 0.0013339193223151696 0.0013630385207805658 0.0018442367136019405 0.0011523020714611801
leaf_count=1154 311 93 356 439 411 357
internal_value=0 -0.0018434 0.00336505 -0.0019135 0.00455958 -0.0150305
internal_weight=0 0.0078017 0.00559275 0.00425883 0.00289579 0.00220894
internal_count=3121 2810 1299 943 504 1511
is_linear=0
shrinkage=0.1


Tree=6315
num_leaves=8
num_cat=0
split_feature=11 2 3 52 133 0 15
split_gain=4.87147e-05 5.12133e-05 9.72786e-05 6.02082e-05 0.000118686 6.71338e-05 5.96431e-05
threshold=0.078340000000000007 0.10912000000000001 0.12178000000000001 0.084960000000000022 0.061605000000000007 -0.10607499999999999 -0.015744999999999999
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=0.0001514124800638111 -0.00040570222788657888 0.00065588662868534342 -8.256037973316895e-05 -0.00041653156625892689 0.0006088848334566048 -3.2873739207902587e-05 -0.00070081439150482933
leaf_weight=0.0018577170866905003 0.0010687353464080831 0.0012798233589125137 0.0014778568453138949 0.0014145554872092925 0.0011051886458880306 0.0010404032979282722 0.0010158018101896202
leaf_count=201 208 390 162 799 602 332 427
internal_value=0 3.65913e-05 0.000260149 -5.92327e-05 4.14662e-05 -0.000118758 -0.000362848
internal_weight=0 0.00919135 0.00275768 0.00643367 0.00501911 0.00391392 0.00205621
internal_count=3121 2913 552 2361 1562 960 759
is_linear=0
shrinkage=0.00196078


Tree=6316
num_leaves=7
num_cat=0
split_feature=11 2 4 52 2 52
split_gain=1.82925e-05 2.62063e-05 7.88114e-05 7.1447e-05 3.63409e-05 5.11022e-05
threshold=0.076920000000000002 0.10912000000000001 0.053925000000000008 0.084960000000000022 0.089885000000000007 -0.066844999999999988
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=-0.019433542985250213 -0.012735935467489202 0.02742989025105326 -0.0088398486385226193 -0.023110819581664936 0.015341773970900145 0.0083340905809499554
leaf_weight=0.0011423483278466197 0.0010118054899589035 0.0012669839341852786 0.0011365037061254913 0.0012667820575813123 0.0016916135331737905 0.0015786989292831499
leaf_count=365 226 258 293 794 462 723
internal_value=0 0.00152665 0.0102795 -0.00217748 0.00383204 -0.0033233
internal_weight=0 0.00808293 0.00240349 0.00567944 0.00441266 0.00272105
internal_count=3121 2895 551 2344 1550 1088
is_linear=0
shrinkage=0.1


Tree=6317
num_leaves=8
num_cat=0
split_feature=0 0 15 150 13 16 47
split_gain=1.90444e-05 4.20907e-05 4.03193e-05 4.96378e-05 3.20292e-05 2.97693e-05 1.80289e-05
threshold=-0.060129999999999996 -0.083914999999999976 -0.0088349999999999974 0.081835000000000019 0.11217000000000001 0.15891500000000003 0.092165000000000011
decision_type=2 2 2 2 2 2 2
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right_child=4 -3 -4 -5 -6 -7 -8
leaf_value=-0.02305371596981293 0.010962248096755799 -0.021812865769968576 0.014020256906559642 0.011804057942702284 0.020565215576190933 -0.012785126592334184 -0.0052380464268209402
leaf_weight=0.0011258057040857792 0.0010604878169280974 0.001026142031284049 0.0015144145885368798 0.0011012233764579418 0.0010422995377775343 0.0010510835477698728 0.0011464721540232539
leaf_count=514 251 1065 533 252 88 234 184
internal_value=0 -0.00340054 0.000464842 -0.00562038 0.00622163 -0.000858558 -0.0140649
internal_weight=0 0.00591406 0.00488792 0.0033735 0.00315387 0.00211157 0.00227228
internal_count=3121 2548 1483 950 573 485 698
is_linear=0
shrinkage=0.1


Tree=6318
num_leaves=7
num_cat=0
split_feature=43 3 52 12 2 2
split_gain=1.72777e-05 5.23272e-05 2.71763e-05 5.81727e-05 6.43464e-05 1.14019e-05
threshold=-0.04890499999999999 -0.077774999999999983 -0.0064899999999999992 0.088365000000000013 0.10699500000000002 0.097845000000000015
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=-0.0046779201218022379 -0.020052514469911256 0.021026112200597535 0.024180220750933984 -0.0166150613007593 -0.0079097962394251969 -0.005083797870583111
leaf_weight=0.0019547049973489498 0.0010277429820241147 0.0013314858473807631 0.00143881842229682 0.0011807377381737607 0.0011045607771290322 0.0010079411022572834
leaf_count=960 235 495 476 552 145 258
internal_value=0 0.00573674 -0.00335028 0.00172821 0.0102439 -0.012641
internal_weight=0 0.00328619 0.0057598 0.00372412 0.00254338 0.00203568
internal_count=3121 1455 1666 1173 621 493
is_linear=0
shrinkage=0.1


Tree=6319
num_leaves=7
num_cat=0
split_feature=52 52 160 160 4 4
split_gain=2.69414e-05 5.25637e-05 3.42852e-05 4.74206e-05 6.03082e-05 3.96948e-05
threshold=-0.24164999999999998 -0.081934999999999994 1.0000000180025095e-35 -0.079279999999999975 -0.083854999999999985 0.24564500000000003
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=-0.00031472873267864926 0.00037557836042371214 -0.00033721904375269909 -0.00037696869480231246 0.00038577284019117471 -0.00026855063172769343 0.00015147034830340777
leaf_weight=0.0010001373805529025 0.0013852178754011511 0.0012131196193279339 0.0010062484329450942 0.0017842328100256821 0.0017259364744082351 0.0017343606594160163
leaf_count=374 387 589 250 357 885 279
internal_value=0 2.47887e-05 -4.0314e-05 1.21444e-05 9.29562e-05 -5.80289e-05
internal_weight=0 0.00884912 0.0074639 0.00645765 0.00524453 0.0034603
internal_count=3121 2747 2360 2110 1521 1164
is_linear=0
shrinkage=0.00196078


Tree=6320
num_leaves=9
num_cat=0
split_feature=48 48 51 1 16 133 51 2
split_gain=4.46578e-05 0.000103375 8.43e-05 7.28807e-05 5.43661e-05 6.53286e-05 8.136e-05 5.30482e-05
threshold=0.11951500000000001 0.093265000000000015 0.086310000000000012 0.111945 -0.11676499999999999 0.084990000000000024 -0.010009999999999998 0.086885000000000004
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=-0.00040988866454649397 -0.00039318212328564873 0.00060334901665163156 -0.00056665142682509376 0.00038670017577038351 -0.00026731376428800591 -0.00038800391692447964 8.1961201710180551e-05 0.00071105137371203764
leaf_weight=0.0013944093427940025 0.0010404899936800249 0.0010875670983868718 0.0010228163892616379 0.001723641981618145 0.0010386423232424981 0.0010381233319345486 0.0010018160906334578 0.001061308505689479
leaf_count=267 114 239 325 328 329 659 554 306
internal_value=0 3.50007e-05 -3.96443e-05 3.46235e-05 -7.50297e-05 3.77584e-05 0.000180256 0.000405577
internal_weight=0 0.00936833 0.00828076 0.00725794 0.0055343 0.00413989 0.00310177 0.00206312
internal_count=3121 3007 2768 2443 2115 1848 1189 860
is_linear=0
shrinkage=0.00196078


Tree=6321
num_leaves=8
num_cat=0
split_feature=52 52 160 160 12 52 16
split_gain=3.2038e-05 5.92023e-05 4.89044e-05 5.30823e-05 6.05027e-05 8.30172e-05 5.07065e-05
threshold=-0.26636999999999994 -0.081429999999999989 -0.079874999999999988 1.0000000180025095e-35 0.098810000000000023 0.077655000000000016 -0.25582999999999995
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=-0.00033329017645264034 0.00037939014736570483 -0.00039176254381337799 0.00025044398024599005 -0.0003750215261529874 -0.00026603796037530305 0.00063245858339977296 -0.00027204841793703838
leaf_weight=0.0010376131944856192 0.0015545022363142374 0.0012696894061397894 0.0017468728845866509 0.0010533806501078075 0.0012941019965062141 0.0012936436758357039 0.0012078791716167024
leaf_count=354 417 585 207 243 249 534 532
internal_value=0 2.97337e-05 -3.93702e-05 2.84644e-05 0.000105149 0.000218216 3.68532e-05
internal_weight=0 0.00942007 0.00786557 0.00659588 0.0055425 0.0042484 0.00295475
internal_count=3121 2767 2350 1765 1522 1273 739
is_linear=0
shrinkage=0.00196078


Tree=6322
num_leaves=8
num_cat=0
split_feature=14 15 16 2 0 52 13
split_gain=2.83569e-05 6.72835e-05 3.62272e-05 7.45576e-05 6.35106e-05 9.68698e-05 5.36419e-05
threshold=-1.0000000180025095e-35 -0.10653 0.0047850000000000011 0.092875000000000013 -0.053834999999999994 0.096795000000000006 -0.0034749999999999994
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 6 -4 -6 -3
right_child=1 2 4 -5 5 -7 -8
leaf_value=-0.00031764396929068346 0.00043037805124726124 0.00033532885823726866 0.00052026863294159014 -0.00051761143839577526 -0.00044368141652468103 0.00036804492628417549 -0.00021665744451103986
leaf_weight=0.0010013173364613976 0.0013680056333366854 0.0012186052122687254 0.00101294142467493 0.0014782124869156211 0.0012277204069009746 0.0010474948247112133 0.0015226002714673363
leaf_count=161 388 1041 407 481 272 48 323
internal_value=0 3.04409e-05 -4.24343e-05 -0.000162674 0.000111859 -6.99677e-05 2.87285e-05
internal_weight=0 0.00887558 0.00750757 0.00421942 0.00328816 0.00227522 0.00274121
internal_count=3121 2960 2572 1845 727 320 1364
is_linear=0
shrinkage=0.00196078


Tree=6323
num_leaves=7
num_cat=0
split_feature=11 2 3 52 133 0
split_gain=3.57032e-05 4.63355e-05 8.24519e-05 7.65184e-05 9.67794e-05 8.49766e-05
threshold=0.078340000000000007 0.10912000000000001 0.12178000000000001 0.084960000000000022 0.061605000000000007 -0.10607499999999999
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=0.00021282263642457424 -0.00035468825443194576 0.000622614197082523 -7.0000368204365347e-05 -0.00046960783086573329 0.00057862173421538226 -0.00037495868230506542
leaf_weight=0.0018261176699669057 0.0010238031952987036 0.0012236373108749149 0.0014366646180274667 0.0013710847036617416 0.0010603875746833104 0.0019612806566537922
leaf_count=201 208 390 162 799 602 759
internal_value=0 3.20095e-05 0.000248576 -6.0633e-05 5.50361e-05 -9.15563e-05
internal_weight=0 0.00887917 0.0026603 0.00621887 0.00484779 0.0037874
internal_count=3121 2913 552 2361 1562 960
is_linear=0
shrinkage=0.00196078


Tree=6324
num_leaves=9
num_cat=0
split_feature=48 16 52 0 0 2 12 2
split_gain=3.9556e-05 0.000112805 7.20012e-05 6.28341e-05 6.4888e-05 5.58095e-05 5.5676e-05 1.91079e-05
threshold=0.11951500000000001 -0.5048999999999999 0.11434500000000002 -0.077999999999999986 -0.10607499999999999 0.092875000000000013 0.095175000000000023 0.092120000000000021
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 -5
right_child=-2 2 -4 6 -6 -7 -8 -9
leaf_value=0.00063058639831262803 -0.00037669326044657711 0.00025566312844188917 -0.0005388152893392598 -0.00015697725400450315 -0.00055178983505515123 -0.00033209849958089224 0.0005547130579254771 0.00020942654121739756
leaf_weight=0.0010653676568750858 0.0010173356221123845 0.0015197201252314121 0.0010068036239539004 0.0010803392733755119 0.0011102973338805292 0.0010504008771365664 0.0011958144710711742 0.001108870718458224
leaf_count=192 114 152 437 252 1226 165 342 241
internal_value=0 3.08994e-05 -4.82468e-05 2.16577e-05 -0.000155675 1.54467e-05 0.000214466 2.86123e-05
internal_weight=0 0.00913761 0.00807225 0.00706544 0.00368042 0.00257012 0.00338502 0.00218921
internal_count=3121 3007 2815 2378 1543 317 835 493
is_linear=0
shrinkage=0.00196078


Tree=6325
num_leaves=7
num_cat=0
split_feature=4 16 49 133 52 15
split_gain=1.70585e-05 3.11328e-05 5.20253e-05 8.29887e-05 6.42995e-05 2.86461e-05
threshold=0.24564500000000003 -0.088394999999999987 -0.0060549999999999988 1.0000000180025095e-35 0.0031350000000000002 -0.17952999999999997
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -2
right_child=5 2 3 -5 -6 -7
leaf_value=-0.013360295001691218 0.019170999010573866 -0.016479723486928579 0.0039236052072591111 -0.016312677850224954 0.03471698980387327 -0.0041512319778073369
leaf_weight=0.0019053838034957509 0.0010810292742777883 0.0012128193826999069 0.0016937739860311703 0.0010825163769830012 0.0011308181547808318 0.0010269716089717925
leaf_count=575 260 422 590 692 416 166
internal_value=0 -0.00244798 0.00161304 0.00722927 0.0162517 0.00780892
internal_weight=0 0.00702531 0.00511993 0.00390711 0.00282459 0.002108
internal_count=3121 2695 2120 1698 1006 426
is_linear=0
shrinkage=0.1


Tree=6326
num_leaves=7
num_cat=0
split_feature=50 15 47 52 2 3
split_gain=1.73749e-05 2.40257e-05 3.75546e-05 4.89995e-05 4.24919e-05 5.06259e-05
threshold=0.088425000000000017 -0.15026499999999995 0.092530000000000015 -0.088204999999999992 0.086950000000000013 0.092670000000000016
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=0.015676105557206273 -0.012068125965490686 -0.014665369099958928 -0.015748673554623754 0.022049783445119084 -0.0092837786636462884 0.017301912256715915
leaf_weight=0.0010432956602906968 0.0010658280273010108 0.0012353133889367787 0.0013250486097232074 0.0014292433434213363 0.0018324286062439128 0.0011759201750639048
leaf_count=326 560 491 202 621 812 109
internal_value=0 0.00151954 -0.000590997 0.00294946 0.00785298 0.00110818
internal_weight=0 0.00804125 0.00699795 0.00567291 0.00443759 0.00300835
internal_count=3121 2561 2235 2033 1542 921
is_linear=0
shrinkage=0.1


Tree=6327
num_leaves=7
num_cat=0
split_feature=43 43 16 13 15 48
split_gain=1.70025e-05 5.31415e-05 2.50986e-05 2.44208e-05 4.26922e-05 3.73456e-05
threshold=-0.04890499999999999 -0.092909999999999979 0.062650000000000025 -0.095304999999999987 -1.0000000180025095e-35 0.085845000000000019
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -2 5 -5
right_child=3 -3 -4 4 -6 -7
leaf_value=-0.015584359056911683 0.0058948851072632615 0.0216046953216876 0.0067139222064041609 0.009587752163525521 -0.023415358379056783 -0.014360912081436665
leaf_weight=0.0010099623316237173 0.0019185396416915015 0.0012801665870709232 0.0010091786639597482 0.0015027812297689449 0.0012164521750319644 0.0011489944495848058
leaf_count=341 314 990 124 307 875 170
internal_value=0 0.0056659 -0.00443955 -0.00332939 -0.00790439 -0.000789024
internal_weight=0 0.00329931 0.00201914 0.00578677 0.00386823 0.00265178
internal_count=3121 1455 465 1666 1352 477
is_linear=0
shrinkage=0.1


Tree=6328
num_leaves=8
num_cat=0
split_feature=15 15 52 16 47 3 1
split_gain=4.36123e-05 3.43585e-05 4.34576e-05 5.16339e-05 7.83218e-05 7.65442e-05 0.000135182
threshold=0.091650000000000023 -0.24436499999999997 0.10744000000000002 0.26676500000000009 0.081320000000000017 -0.0080949999999999998 0.078340000000000007
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=0.00038259712672617598 -0.00038986526254503105 -0.00051280157573126584 0.00031807005576112824 -0.00043348818840590128 -0.00035311140619046356 0.00047929741945672722 0.00037801783309564664
leaf_weight=0.0010013752247795922 0.001008051726565355 0.0012821157068641715 0.0013726751441508686 0.0012019166647810305 0.0016339370611296884 0.0016707881849064811 0.0013388602171781011
leaf_count=253 497 926 284 326 255 222 358
internal_value=0 3.90666e-05 -1.4029e-06 -6.29287e-05 1.22323e-05 0.000151324 -5.77487e-05
internal_weight=0 0.00950167 0.00850029 0.00712762 0.0059257 0.00429176 0.00262098
internal_count=3121 2624 2371 2087 1761 1506 1284
is_linear=0
shrinkage=0.00196078


Tree=6329
num_leaves=9
num_cat=0
split_feature=15 151 16 48 12 3 15 0
split_gain=4.26348e-05 3.11376e-05 8.28401e-05 7.79858e-05 6.85896e-05 6.77689e-05 9.82572e-05 5.54347e-05
threshold=-0.24436499999999997 -0.077429999999999985 -0.36241499999999999 0.092475000000000016 0.090455000000000021 -0.078934999999999991 -0.016799999999999995 -0.053834999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -7 -6
right_child=1 2 3 -5 7 6 -8 -9
leaf_value=0.0003763303712641354 0.00022029410498998058 -0.00055949973606067745 -0.00069648922682724775 0.0004807638738154532 0.00046126309994819052 -0.00051091986338665045 0.00027044808741010553 -0.00013443025955832318
leaf_weight=0.0010085841308254831 0.0014239796822062634 0.0012457341694519239 0.0010269941965156348 0.0010542810811507517 0.0011762290750360603 0.0011698299840518104 0.0013134632536923184 0.0012273167324289252
leaf_count=253 454 173 847 219 685 142 164 184
internal_value=0 -4.73786e-05 -9.37832e-05 -1.05241e-05 -9.81079e-05 -0.000272843 -9.76388e-05 0.000157086
internal_weight=0 0.00963783 0.00821385 0.00696811 0.00591383 0.00351029 0.00248329 0.00240355
internal_count=3121 2868 2414 2241 2022 1153 306 869
is_linear=0
shrinkage=0.00196078


Tree=6330
num_leaves=9
num_cat=0
split_feature=14 49 51 47 15 12 15 4
split_gain=4.66215e-05 5.43015e-05 6.22439e-05 6.53412e-05 0.000156734 4.50415e-05 5.41743e-05 2.80649e-05
threshold=-1.0000000180025095e-35 0.0093850000000000027 0.086685000000000012 0.096300000000000011 -0.022504999999999997 0.086850000000000024 0.013270000000000002 -0.082109999999999975
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=-0.00038888470809443512 0.00076919890792180904 0.00045665161712127485 -0.00046525122191356925 -0.00031618493558285729 -9.697167976067428e-06 -0.0001727904441367837 0.00041527578782801284 -0.00047307044086662123
leaf_weight=0.0010800667227140173 0.0012228371836123563 0.0010715903540641095 0.0010226381277875013 0.001471957772441637 0.0010079228110724126 0.0010786401873993244 0.0013637777301701011 0.0010022097482107891
leaf_count=161 429 585 306 172 283 162 713 310
internal_value=0 4.16411e-05 -1.27925e-05 5.19451e-05 0.000147423 -2.33405e-05 0.000155569 -0.000240725
internal_weight=0 0.00924157 0.00816998 0.00714735 0.00567539 0.00445255 0.00244242 0.00201013
internal_count=3121 2960 2375 2069 1897 1468 875 593
is_linear=0
shrinkage=0.00196078


Tree=6331
num_leaves=10
num_cat=0
split_feature=159 1 2 13 3 12 151 4 1
split_gain=7.28214e-05 8.30214e-05 5.65541e-05 0.000104662 7.84123e-05 0.000106245 6.7145e-05 7.92785e-05 9.88023e-06
threshold=-0.032739999999999991 0.13146500000000003 0.088850000000000012 -0.033284999999999988 0.12178000000000001 0.089625000000000024 -0.00099499999999999979 -0.020529999999999996 0.091615000000000016
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -4 -8 -5
right_child=1 -3 4 8 -6 -7 7 -9 -10
leaf_value=-0.00050079273112546942 -0.00068623340283036755 0.0005641140612257403 2.161951423022733e-05 0.00018607144390557712 -0.00029755501770304364 -0.00025710321651980123 0.00025168231088540795 0.0010292756873523184 -8.6736177228755195e-05
leaf_weight=0.001021095198324413 0.0011772344639803191 0.0010732952632122308 0.0010116643569703116 0.0010073554767285101 0.0013955093425728482 0.0011926536769406079 0.0010077342694955653 0.0010086348578835589 0.0010346236702246389
leaf_count=421 705 216 188 450 82 561 125 229 144
internal_value=0 4.9158e-05 -1.33971e-05 -0.000220599 0.000105372 0.000238594 0.000433834 0.000640653 4.78461e-05
internal_weight=0 0.00990871 0.00883541 0.00321921 0.0056162 0.00422069 0.00302803 0.00201637 0.00204198
internal_count=3121 2700 2484 1299 1185 1103 542 354 594
is_linear=0
shrinkage=0.00196078


Tree=6332
num_leaves=7
num_cat=0
split_feature=52 52 12 4 15 1
split_gain=1.64295e-05 4.27056e-05 5.02831e-05 6.68783e-05 6.51448e-05 0.000111442
threshold=0.11434500000000002 0.070205000000000017 0.097825000000000009 -0.04890499999999999 -0.016799999999999995 0.11181500000000001
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=-0.023973104264459956 -0.010633909021343067 0.019296126226281504 0.01633291182554002 0.0087567470147003942 0.022202085027406074 -0.03139082590599386
leaf_weight=0.0014565798222942634 0.0012678957673590814 0.0011662450223722315 0.001288720661684185 0.0018004595710636477 0.0010676558855273249 0.0011224253183129427
leaf_count=558 501 562 334 669 245 252
internal_value=0 0.00162873 -0.00143021 -0.00563275 0.00106164 -0.00666044
internal_weight=0 0.00790209 0.00673584 0.00544712 0.00399054 0.00292288
internal_count=3121 2620 2058 1724 1166 921
is_linear=0
shrinkage=0.1


Tree=6333
num_leaves=8
num_cat=0
split_feature=14 49 2 4 12 0 1
split_gain=3.12304e-05 6.31133e-05 6.28607e-05 7.0347e-05 7.15477e-05 5.72764e-05 5.03141e-05
threshold=-1.0000000180025095e-35 0.0093850000000000027 0.10912000000000001 -0.10429499999999998 0.086700000000000013 -0.12333499999999999 0.090475000000000014
decision_type=2 2 2 2 2 2 2
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right_child=1 -3 -4 4 6 -7 -8
leaf_value=-0.00033183298916252121 -0.00048448430800747681 0.00048209031319574442 0.00030002678541524619 6.6573668084308037e-05 0.00057977060216238253 -0.00052565649265003611 -2.8759228519367793e-05
leaf_weight=0.0010288395767340469 0.0015535501136956266 0.0010435061443989325 0.0017226874694879169 0.0012752527909175098 0.001012914902170238 0.0012367289173145898 0.001078667372047387
leaf_count=161 250 585 347 134 713 596 335
internal_value=0 2.89451e-05 -3.1064e-05 -0.000123699 -1.94625e-06 -0.000225 0.000265941
internal_weight=0 0.00892331 0.0078798 0.00615711 0.00460356 0.00251198 0.00209158
internal_count=3121 2960 2375 2028 1778 730 1048
is_linear=0
shrinkage=0.00196078


Tree=6334
num_leaves=8
num_cat=0
split_feature=52 52 52 43 43 12 15
split_gain=3.17904e-05 6.15935e-05 3.64539e-05 4.21624e-05 9.90445e-05 6.51177e-05 5.34892e-05
threshold=-0.24456499999999998 -0.081934999999999994 -0.0064899999999999992 -0.14968999999999996 -0.0037449999999999996 0.092355000000000007 -0.037864999999999989
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=-0.00033273393707330869 0.00040425887396140488 -0.00032974455206750551 0.00034675101223094235 -0.00058747229499370537 -2.0459080695955301e-05 -0.00033923469326834323 0.00051175657433160163
leaf_weight=0.0010306694817856137 0.0014288404397873912 0.0013646533516442046 0.001245733247837345 0.001062933741358827 0.0015023470994173669 0.001019226351205531 0.0014050025050050805
leaf_count=364 397 448 167 959 211 268 307
internal_value=0 3.07546e-05 -3.94671e-05 2.40633e-05 -5.65022e-05 8.72327e-05 0.000236739
internal_weight=0 0.00902874 0.0075999 0.00623524 0.00498951 0.00392658 0.00290735
internal_count=3121 2757 2360 1912 1745 786 518
is_linear=0
shrinkage=0.00196078


Tree=6335
num_leaves=7
num_cat=0
split_feature=1 4 16 1 13 16
split_gain=1.69546e-05 2.71729e-05 2.70805e-05 2.50509e-05 2.25468e-05 1.99695e-05
threshold=0.10937500000000001 -0.0016099999999999997 -0.071854999999999988 0.094385000000000011 -0.033284999999999988 -0.008069999999999999
decision_type=2 2 2 2 2 2
left_child=1 4 -2 -3 -1 -6
right_child=2 3 -4 -5 5 -7
leaf_value=-0.0063202258730387182 0.015625721039836237 -0.020943705662653817 -0.0031502045360273334 -0.00030607472001347168 -0.00057447119318298156 0.019265160949397557
leaf_weight=0.0016930118659795644 0.001495373816782507 0.0012851541370294422 0.0015795850777250002 0.0010845184676737457 0.00101840034759093 0.0010109900894116172
leaf_count=1026 305 525 243 141 553 328
internal_value=0 -0.00312803 0.00598066 -0.0114986 0.00220063 0.00930912
internal_weight=0 0.00609207 0.00307496 0.00236967 0.0037224 0.00202939
internal_count=3121 2573 548 666 1907 881
is_linear=0
shrinkage=0.1


Tree=6336
num_leaves=9
num_cat=0
split_feature=159 1 4 484 52 4 133 1
split_gain=6.17015e-05 6.66511e-05 6.23592e-05 5.92328e-05 7.90137e-05 6.26502e-05 7.35234e-05 4.9583e-05
threshold=-0.032739999999999991 0.13146500000000003 0.27834500000000006 0.073690000000000019 -0.085984999999999992 -0.0016099999999999997 1.0000000180025095e-35 0.094385000000000011
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 -7
right_child=1 -3 -4 -5 5 7 -8 -9
leaf_value=-0.00046412079498953633 -0.00064567365985568283 0.00050329484571623668 0.00036933794061304618 0.00034484412529906948 0.00037664462392176525 -0.00058465399577641139 -0.00026603995744239195 -3.2756285583733354e-05
leaf_weight=0.0010152749090144098 0.0010489383287962239 0.0010798877868314133 0.0013902995942908338 0.0010708327222502881 0.0018364910463180559 0.0011506250816976284 0.0010908849097660972 0.0013722770336159484
leaf_count=421 536 216 176 262 675 297 427 111
internal_value=0 4.31074e-05 -1.23537e-05 -8.24544e-05 -0.000152858 -5.80122e-05 0.000137149 -0.000284461
internal_weight=0 0.0100402 0.00896035 0.00757005 0.00649922 0.00545028 0.00292738 0.0025229
internal_count=3121 2700 2484 2308 2046 1510 1102 408
is_linear=0
shrinkage=0.00196078


Tree=6337
num_leaves=8
num_cat=0
split_feature=11 13 2 39 0 43 0
split_gain=1.67637e-05 2.97914e-05 3.90493e-05 3.17139e-05 6.52075e-05 5.57195e-05 2.41946e-05
threshold=0.076920000000000002 -0.091054999999999983 0.10005000000000001 1.0000000180025095e-35 -0.053834999999999994 -0.067899999999999974 -0.17169499999999996
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=-0.0017273941116485718 -0.012136047125803831 0.018051672609222021 0.025853735102842307 0.014116475704051962 -0.027052280454644608 -0.00013314377486969579 -0.019504683716535076
leaf_weight=0.0010416698307957604 0.0010227962516229675 0.00125730217031039 0.0010120425095935415 0.0010115594786331249 0.001082281522724788 0.0017310316242156779 0.0010274318007992699
leaf_count=246 226 893 163 292 260 151 890
internal_value=0 0.00144468 0.0118642 -0.0020578 -0.00526711 0.000604168 -0.00734837
internal_weight=0 0.00816332 0.00205371 0.00610961 0.00509805 0.00401577 0.00275846
internal_count=3121 2895 409 2486 2194 1934 1041
is_linear=0
shrinkage=0.1


Tree=6338
num_leaves=6
num_cat=0
split_feature=42 160 43 16 0
split_gain=1.73993e-05 4.13167e-05 4.56498e-05 4.96193e-05 8.93715e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 -0.056919999999999991 -0.20211999999999997
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.010068292227969802 -0.011392145003416988 0.020795747713554434 -0.014253415785567306 -0.014110371349070542 0.022090247753521156
leaf_weight=0.0014604329903597961 0.0018069100489697268 0.0015238998389262223 0.001087219299467809 0.0014911464910299572 0.0017915737436641549
leaf_count=862 828 482 89 322 538
internal_value=0 0.00183685 0.00589255 0.000695453 0.00836452
internal_weight=0 0.00770075 0.00589384 0.00436994 0.00287879
internal_count=3121 2259 1431 949 627
is_linear=0
shrinkage=0.1


Tree=6339
num_leaves=9
num_cat=0
split_feature=52 52 160 52 151 13 13 1
split_gain=4.73707e-05 6.77909e-05 4.15428e-05 6.03916e-05 5.44845e-05 0.000106061 7.94321e-05 2.00262e-05
threshold=-0.26636999999999994 -0.081429999999999989 -0.079279999999999975 0.10744000000000002 -0.0083949999999999979 0.0076650000000000008 -0.0044799999999999987 0.08844500000000001
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=-0.00040580881031207939 0.00041486144828690839 -0.0003542855423048798 -0.00042974607548829292 0.00044057025166733106 -0.00021913878530391693 -0.00047634631280717876 0.00059746811999115566 0.00017146295215128411
leaf_weight=0.0010148750216556939 0.0015520756456144204 0.0012957042562452351 0.0011761365457598413 0.0011395804542364127 0.0010053028193439655 0.0011224286757845351 0.0013063659521115058 0.0010133289595968026
leaf_count=354 417 588 186 215 659 190 187 325
internal_value=0 3.96182e-05 -3.2651e-05 2.89688e-05 -5.44397e-05 4.48113e-05 0.00022074 -2.30614e-05
internal_weight=0 0.00961092 0.00805885 0.00676314 0.00562356 0.00444743 0.003325 0.00201863
internal_count=3121 2767 2350 1762 1547 1361 1171 984
is_linear=0
shrinkage=0.00196078


Tree=6340
num_leaves=7
num_cat=0
split_feature=0 13 43 2 3 12
split_gain=1.81998e-05 2.951e-05 3.91448e-05 4.77939e-05 3.78409e-05 2.66044e-05
threshold=-0.019414999999999998 1.0000000180025095e-35 -0.052894999999999991 0.089885000000000007 0.12178000000000001 0.085635000000000003
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=0.014519526574837611 0.019465227142104084 -0.017089649818871486 -0.02013440574224612 0.012413361727708537 -0.010619882578259231 -0.0022227242787008173
leaf_weight=0.0014526289628295644 0.0010417735691447762 0.0011698483987015286 0.0013390649040279368 0.0016876227726688358 0.001235399958079926 0.0012374639792802383
leaf_count=1005 206 452 727 417 155 159
internal_value=0 -0.00261931 0.000342883 -0.00448888 0.00267848 0.00769021
internal_weight=0 0.00688456 0.00571472 0.00426209 0.00292302 0.00227924
internal_count=3121 2756 2304 1299 572 365
is_linear=0
shrinkage=0.1


Tree=6341
num_leaves=7
num_cat=0
split_feature=11 2 52 133 0 3
split_gain=3.34775e-05 4.80018e-05 9.51751e-05 8.91759e-05 6.99322e-05 6.88491e-05
threshold=0.078340000000000007 0.10912000000000001 0.084960000000000022 0.061605000000000007 -0.10607499999999999 0.12178000000000001
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=0.00020103768881577668 -0.0003445923808032229 0.00059005982806893925 -0.00051321915921883178 0.00056325470746330757 -0.00033062955231795318 -4.2650006835139239e-05
leaf_weight=0.0018260914706790445 0.0010303608245685074 0.0012282683735645806 0.0014111955407123105 0.0010762705679434859 0.0019852230554592578 0.0014322703844808875
leaf_count=201 208 390 799 602 759 162
internal_value=0 2.86146e-05 -6.4663e-05 6.48488e-05 -7.58951e-05 0.000249448
internal_weight=0 0.00895932 0.00629878 0.00488759 0.00381131 0.00266054
internal_count=3121 2913 2361 1562 960 552
is_linear=0
shrinkage=0.00196078


Tree=6342
num_leaves=7
num_cat=0
split_feature=1 42 151 16 4 13
split_gain=1.70229e-05 4.9178e-05 3.46245e-05 7.64067e-05 3.70249e-05 4.37709e-05
threshold=0.12500000000000003 0.091545000000000015 -0.0083949999999999979 -0.25582999999999995 -0.0029599999999999995 -0.0034749999999999994
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=-0.012898667129385994 0.01015153933944536 -0.022310385559521629 0.027652060548893714 0.015603941026155636 -0.013825398611056208 -0.010723433685576827
leaf_weight=0.0013818507672208524 0.0013860139617853798 0.0010229818632535052 0.0011538428349529301 0.0016741901905313822 0.0015269960485028503 0.001013954325388389
leaf_count=451 279 601 162 799 365 464
internal_value=0 -0.00187829 0.00121787 0.00485114 -0.00139033 0.00567339
internal_weight=0 0.00777382 0.00675083 0.00536898 0.00421514 0.00268814
internal_count=3121 2842 2241 1790 1628 1263
is_linear=0
shrinkage=0.1


Tree=6343
num_leaves=8
num_cat=0
split_feature=376 51 160 4 4 0 2
split_gain=2.662e-05 3.40782e-05 3.92553e-05 3.70179e-05 7.85402e-05 4.07733e-05 5.33307e-05
threshold=0.048375000000000008 -0.090529999999999985 -0.079874999999999988 0.24564500000000003 -0.0016099999999999997 -0.082974999999999979 0.10045500000000002
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=0.00028335451009950537 0.00029524369520418225 -0.00040545866997990411 0.00040039663693010004 0.0002105057515466932 -0.00043045582826051486 -0.00040253987340633921 0.00023229836937828282
leaf_weight=0.0011082782885192309 0.0010188718633975377 0.0012320214219934192 0.0010170069082733237 0.0018618371647306014 0.0018704809057686483 0.0010025614983092965 0.0010329203319821324
leaf_count=376 166 549 551 299 357 635 188
internal_value=0 -3.892e-05 -8.34725e-05 -2.50046e-05 -0.000114073 7.97975e-05 -8.03865e-05
internal_weight=0 0.00912511 0.00801683 0.00678481 0.00492297 0.00305249 0.00203548
internal_count=3121 2955 2579 2030 1731 1374 823
is_linear=0
shrinkage=0.00196078


Tree=6344
num_leaves=6
num_cat=0
split_feature=150 16 1 0 12
split_gain=1.95061e-05 3.465e-05 4.88644e-05 4.71219e-05 3.88334e-05
threshold=0.081835000000000019 -0.36241499999999999 0.11323000000000001 -0.08824499999999999 0.088305000000000008
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.016290126346868387 0.009720080615563606 -0.020275847344829671 0.015765991776373021 -0.011188598614605069 0.011584947509912132
leaf_weight=0.0014210804358667723 0.0016689930495919223 0.0013160826188906489 0.0016458207851769895 0.0012635261451790811 0.001837895569320804
leaf_count=289 420 561 221 661 969
internal_value=0 -0.00223551 0.00105852 -0.00442102 0.00230695
internal_weight=0 0.00748441 0.00606333 0.0044175 0.00310142
internal_count=3121 2701 2412 2191 1630
is_linear=0
shrinkage=0.1


Tree=6345
num_leaves=8
num_cat=0
split_feature=157 160 42 42 0 1 4
split_gain=1.8056e-05 5.74404e-05 5.9212e-05 4.60037e-05 4.88233e-05 0.000107757 9.24433e-05
threshold=-0.06266999999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 0.091735000000000025 -0.20211999999999997 0.094385000000000011 -0.083854999999999985
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 -6
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leaf_value=0.012354173713127742 -0.021759855773934651 -0.018489650666259998 -0.0058849095356800843 -0.012011318363111465 0.024395385576233653 0.041343597747899155 -0.017446536951291322
leaf_weight=0.001039840388620073 0.0012077318600773445 0.0011818220893642156 0.0012956818584509673 0.0011254798572085511 0.0010594412153003439 0.0011727792272879871 0.0010526704085913794
leaf_count=460 654 714 99 461 53 325 355
internal_value=0 -0.00164386 0.00188331 0.0061029 0.0105537 0.0170377 0.00354149
internal_weight=0 0.00809561 0.00688787 0.00570605 0.00458057 0.00328489 0.00211211
internal_count=3121 2661 2007 1293 832 733 408
is_linear=0
shrinkage=0.1


Tree=6346
num_leaves=8
num_cat=0
split_feature=1 42 42 157 0 2 48
split_gain=3.48482e-05 5.09531e-05 4.15483e-05 6.93443e-05 5.79147e-05 7.50148e-05 8.12462e-05
threshold=0.12500000000000003 0.091735000000000025 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.059114999999999994 0.089885000000000007 0.084170000000000009
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=-0.00034090808602732915 0.00026340428901369889 -0.00044896782862571274 -0.00037082361960508138 -0.00031245036198850333 0.00047527353581437005 -0.00014588974744782305 0.00061305594702324763
leaf_weight=0.0011541402286908021 0.0015476916608779942 0.0011066473845896523 0.0011587243590607758 0.0015008466087789358 0.0015640249449605024 0.0010208393995440965 0.001156865486205319
leaf_count=830 279 583 417 549 153 191 119
internal_value=0 -5.60251e-05 1.52933e-06 6.327e-05 0.000159214 2.4834e-05 0.000257286
internal_weight=0 0.00866209 0.00755544 0.0064013 0.00524258 0.00367855 0.0021777
internal_count=3121 2842 2259 1429 1012 859 310
is_linear=0
shrinkage=0.00196078


Tree=6347
num_leaves=8
num_cat=0
split_feature=1 43 150 16 4 47 3
split_gain=5.22328e-05 8.04384e-05 5.81756e-05 5.90331e-05 5.93992e-05 6.29794e-05 3.27141e-05
threshold=0.077565000000000009 0.093175000000000022 0.081835000000000019 -0.36241499999999999 -0.0065699999999999986 0.092530000000000015 -0.10023499999999998
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=-0.00019329909263523029 -0.00038229014147473441 0.00022047634999267416 0.0003983375319436138 -0.00019017850115329903 0.00053301240583135531 -7.260459310024864e-05 -0.00068685346184688589
leaf_weight=0.0010078567816236058 0.0012947208573451472 0.0010492660019296328 0.0017082102187754205 0.001728296899382992 0.0015515710677650842 0.0011491178730388776 0.0010587042961293014
leaf_count=138 212 191 301 658 186 128 1307
internal_value=0 -0.00022166 8.07834e-05 -1.39889e-05 9.36762e-05 0.000275328 -0.000446148
internal_weight=0 0.00311583 0.00743192 0.00572371 0.00442899 0.00270069 0.00206656
internal_count=3121 1636 1485 1184 972 314 1445
is_linear=0
shrinkage=0.00196078


Tree=6348
num_leaves=7
num_cat=0
split_feature=4 4 2 48 3 2
split_gain=1.74848e-05 2.79353e-05 4.29536e-05 4.88141e-05 6.24138e-05 5.17353e-05
threshold=0.27044500000000005 0.098655000000000007 0.11067500000000001 0.083985000000000018 -0.078934999999999991 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=-0.02602028517340655 0.0095722933635869912 -0.014756016278050491 0.015666419813111638 0.013486535374240501 0.017352741080152913 -0.014352783975506912
leaf_weight=0.0014161663939439872 0.0015635281072487323 0.0014073033291629317 0.0014866328454243138 0.0012063736487797883 0.0010135215491752826 0.0010456018358276059
leaf_count=1318 365 182 336 382 227 311
internal_value=0 -0.00204276 0.00085778 -0.00384461 -0.00986075 0.001253
internal_weight=0 0.0075756 0.0061683 0.00468166 0.00347529 0.00205912
internal_count=3121 2756 2574 2238 1856 538
is_linear=0
shrinkage=0.1


Tree=6349
num_leaves=6
num_cat=0
split_feature=52 0 47 49 4
split_gain=1.73723e-05 3.43416e-05 5.92714e-05 3.89685e-05 3.54066e-05
threshold=0.11434500000000002 -0.019414999999999998 1.0000000180025095e-35 -0.054984999999999992 -0.059649999999999988
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.01021391356033536 -0.010968620630205031 0.01338852334960638 -0.017257417453434423 -0.0043811053817323486 0.018847629393821744
leaf_weight=0.001256946249701628 0.0012565852629503856 0.0019031292772174174 0.0017905574622911801 0.0010002246533533472 0.0019078091177085576
leaf_count=264 501 307 336 878 835
internal_value=0 0.00169455 -0.00204233 0.00449876 0.0108581
internal_weight=0 0.00785867 0.00595554 0.00416498 0.00290803
internal_count=3121 2620 2313 1977 1713
is_linear=0
shrinkage=0.1


Tree=6350
num_leaves=8
num_cat=0
split_feature=14 15 3 15 150 52 15
split_gain=3.14715e-05 6.39435e-05 3.41225e-05 4.37086e-05 8.97497e-05 7.64078e-05 4.97748e-05
threshold=-1.0000000180025095e-35 -0.10653 -0.12018999999999998 -0.016799999999999995 0.081835000000000019 0.084960000000000022 0.035560000000000008
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 -5
right_child=1 2 3 5 -6 -7 -8
leaf_value=-0.00033270245118028718 0.00041337654940510417 0.00021873122046005625 -0.00061734435121011278 0.00055899485441650038 0.00013585488226617484 -0.00039743875243868217 -9.0266407175124739e-06
leaf_weight=0.0010247825631769991 0.0014102923823533743 0.0015461727953983255 0.0014702948793953279 0.0010094699441760982 0.0010373871563868595 0.0010972822862269295 0.0014380407865185281
leaf_count=161 388 265 641 274 243 631 518
internal_value=0 2.99302e-05 -4.12366e-05 -0.000107648 -0.000305758 3.24999e-05 0.000225252
internal_weight=0 0.00900894 0.00759865 0.00605248 0.00250768 0.00354479 0.00244751
internal_count=3121 2960 2572 2307 884 1423 792
is_linear=0
shrinkage=0.00196078


Tree=6351
num_leaves=8
num_cat=0
split_feature=48 16 52 0 0 16 2
split_gain=4.00331e-05 0.000112097 5.69244e-05 5.54885e-05 8.11091e-05 5.95661e-05 5.52573e-05
threshold=0.11951500000000001 -0.5048999999999999 0.11434500000000002 -0.077999999999999986 -0.10607499999999999 0.15273500000000004 0.092875000000000013
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -5 -3
right_child=-2 2 -4 5 -6 -7 -8
leaf_value=0.00062611002972024778 -0.00037663554724369562 0.00028336213844876444 -0.00047641115740243905 0.00050963880899231831 -0.00058327040537636658 -1.7600281729274486e-05 -0.00029951379709767227
leaf_weight=0.001088720246012624 0.0010064586214093953 0.0015282996205229563 0.0010225379023375948 0.0013997986062002166 0.0011380571308204903 0.0020022545801401349 0.0010583372633588568
leaf_count=192 114 152 437 461 1226 374 165
internal_value=0 3.51745e-05 -4.37727e-05 1.83018e-05 -0.000147051 0.000199336 4.48751e-05
internal_weight=0 0.00923801 0.00814929 0.00712675 0.00372469 0.00340205 0.00258664
internal_count=3121 3007 2815 2378 1543 835 317
is_linear=0
shrinkage=0.00196078


Tree=6352
num_leaves=7
num_cat=0
split_feature=1 0 150 16 4 47
split_gain=1.77559e-05 4.29196e-05 3.008e-05 5.77554e-05 3.79806e-05 4.09342e-05
threshold=0.077565000000000009 0.062580000000000011 0.081835000000000019 -0.36241499999999999 -0.0065699999999999986 0.092530000000000015
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=-0.019797202041424058 -0.020683008304462243 0.0055073156054413945 0.015291415237259631 -0.0075316111441956204 0.024345289163451828 -0.0023947986882940473
leaf_weight=0.0013144925103861316 0.0011415543505882229 0.0013677020445767372 0.0014818943325119989 0.0014901620848004485 0.0013371087153710073 0.0010011003013423942
leaf_count=1565 212 71 301 658 186 128
internal_value=0 -0.00689395 0.00278697 -0.00094151 0.00494506 0.0128966
internal_weight=0 0.00268219 0.00645182 0.00496993 0.00382837 0.00233821
internal_count=3121 1636 1485 1184 972 314
is_linear=0
shrinkage=0.1


Tree=6353
num_leaves=7
num_cat=0
split_feature=11 2 52 3 2 52
split_gain=1.62737e-05 2.48962e-05 8.76488e-05 6.26997e-05 3.47672e-05 4.71305e-05
threshold=0.076920000000000002 0.10912000000000001 0.084960000000000022 0.12178000000000001 0.089885000000000007 -0.066844999999999988
decision_type=2 2 2 2 2 2
left_child=1 2 4 -3 5 -1
right_child=-2 3 -4 -5 -6 -7
leaf_value=-0.018177688362552156 -0.011923952657263384 0.027726650485871703 -0.025283062484381832 -0.0047941616156733733 0.015657754737636056 0.0085715555040869994
leaf_weight=0.0011265039025940482 0.0010244976882424128 0.0010888301927097161 0.0012712859169096754 0.0013014752511221125 0.0017136966050145508 0.0015861182990983013
leaf_count=365 226 389 794 162 462 723
internal_value=0 0.0014539 -0.00213969 0.0100197 0.00450734 -0.00253693
internal_weight=0 0.00808791 0.0056976 0.00239031 0.00442632 0.00271262
internal_count=3121 2895 2344 551 1550 1088
is_linear=0
shrinkage=0.1


Tree=6354
num_leaves=7
num_cat=0
split_feature=52 52 52 12 3 43
split_gain=5.8513e-05 9.25135e-05 5.64733e-05 5.65734e-05 5.25019e-05 5.80743e-05
threshold=-0.26636999999999994 -0.081429999999999989 -0.0064899999999999992 0.09334000000000002 0.10893000000000001 -0.0037449999999999996
decision_type=2 2 2 2 2 2
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leaf_value=-0.00046022183406199799 0.00046611118575006053 -0.00040278045800356703 -1.2667293843899788e-05 -0.00025400794801696294 -0.00019599996138665391 0.00050350113565136791
leaf_weight=0.0010210795183752388 0.0015871453777729543 0.0014462177717740332 0.001528066772761668 0.0019669317356447238 0.0012784430030100529 0.0018558043127086539
leaf_count=354 417 438 825 545 139 403
internal_value=0 3.33378e-05 -5.17192e-05 2.48674e-05 0.000142519 0.000270413
internal_weight=0 0.00966261 0.00807546 0.00662925 0.00466231 0.00338387
internal_count=3121 2767 2350 1912 1367 1228
is_linear=0
shrinkage=0.00196078


Tree=6355
num_leaves=7
num_cat=0
split_feature=14 15 3 3 2 3
split_gain=3.20221e-05 5.39735e-05 5.78546e-05 4.90169e-05 5.72464e-05 4.98394e-05
threshold=-1.0000000180025095e-35 -0.10653 -0.12018999999999998 -0.078934999999999991 0.081685000000000021 0.092670000000000016
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=-0.00033832701627901771 0.00038559069052927189 0.00030584581252240657 -0.00047213822486760206 0.00026807822405824065 -0.00048482463821292198 1.413406541538171e-05
leaf_weight=0.0010069006063170268 0.0013903734641632264 0.0015315520386962479 0.0012189021783420954 0.0016225983408356508 0.0012751408058277345 0.0019416181815771309
leaf_count=161 388 265 1301 298 508 200
internal_value=0 3.04281e-05 -3.46339e-05 -0.000120709 -3.2193e-05 -0.000183656
internal_weight=0 0.00898019 0.00758981 0.00605826 0.00483936 0.00321676
internal_count=3121 2960 2572 2307 1006 708
is_linear=0
shrinkage=0.00196078


Tree=6356
num_leaves=7
num_cat=0
split_feature=50 484 43 43 48 2
split_gain=1.59593e-05 3.08999e-05 3.7296e-05 6.33208e-05 5.19822e-05 5.60666e-05
threshold=0.088425000000000017 0.073690000000000019 -0.14968999999999996 -0.00067499999999999993 0.085875000000000021 0.10276500000000001
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=0.012941640260087761 -0.011594474113390735 0.016997001136018011 -0.024325903123721834 0.020783591043041987 -0.014107795951520688 -0.0086189895415932222
leaf_weight=0.0015027006112430449 0.0010605609117028342 0.0011040249202669628 0.0012784037945955179 0.0016563625665218685 0.0014617141625423678 0.0010658665498733267
leaf_count=212 560 342 1190 384 167 266
internal_value=0 0.00145384 -0.0010099 -0.00484799 0.00110348 0.00927125
internal_weight=0 0.00806907 0.00696505 0.00546235 0.00418394 0.00272223
internal_count=3121 2561 2219 2007 817 650
is_linear=0
shrinkage=0.1


Tree=6357
num_leaves=7
num_cat=0
split_feature=1 42 151 16 4 13
split_gain=1.6629e-05 3.6592e-05 3.2436e-05 7.42917e-05 4.3718e-05 3.64354e-05
threshold=0.12500000000000003 0.091545000000000015 -0.0083949999999999979 -0.25582999999999995 -0.0029599999999999995 -0.0034749999999999994
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=-0.012898159686214184 0.010057991429732049 -0.019562588086349392 0.02688815848814783 0.014907393450846081 -0.015430249165783234 -0.0091501937978734349
leaf_weight=0.0013723565856828372 0.0013793697396477763 0.0010145148426214997 0.0011471315612938265 0.0016697788867609024 0.0015116920562006173 0.0010105161062268666
leaf_count=451 279 601 162 799 365 464
internal_value=0 -0.00186168 0.000814013 0.00433856 -0.0018321 0.00583728
internal_weight=0 0.00772599 0.00671148 0.00533912 0.00419199 0.00268029
internal_count=3121 2842 2241 1790 1628 1263
is_linear=0
shrinkage=0.1


Tree=6358
num_leaves=9
num_cat=0
split_feature=52 52 160 12 52 15 0 1
split_gain=5.28626e-05 6.03228e-05 7.86823e-05 6.35933e-05 6.82025e-05 5.30221e-05 8.22665e-05 0.000184096
threshold=-0.26636999999999994 -0.081429999999999989 0.050340000000000003 0.10193000000000001 0.096795000000000006 0.083935000000000023 -0.10151999999999999 0.10887500000000001
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=-0.00043234782438418773 0.00039495662152722283 0.00067003710711042671 -0.00053974895424362807 -0.00038651205880643757 0.00050010290210816875 0.00038557617920587377 -0.00057944704334112937 -0.00045086690784052028
leaf_weight=0.0010038385126633345 0.0015470275133276741 0.0010917257638992425 0.0010092743568615309 0.0010957312115953662 0.0014303354575249914 0.0010692827879618901 0.0010198028780801544 0.0011639226186398594
leaf_count=354 417 131 216 278 465 595 552 113
internal_value=0 4.09613e-05 -2.85356e-05 4.65582e-05 0.000128727 6.46548e-06 -0.000117297 9.16466e-05
internal_weight=0 0.0094271 0.00788008 0.0068708 0.00577507 0.00434473 0.00327545 0.00225565
internal_count=3121 2767 2350 2134 1856 1391 796 244
is_linear=0
shrinkage=0.00196078


Tree=6359
num_leaves=7
num_cat=0
split_feature=1 16 15 51 16 0
split_gain=1.78685e-05 3.7089e-05 3.17251e-05 4.56481e-05 8.16408e-05 6.83106e-05
threshold=0.077565000000000009 0.0057500000000000008 1.0000000180025095e-35 -0.090529999999999985 -0.056919999999999991 -0.20211999999999997
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=-0.021965594938505716 0.025178225136848861 0.0023112608448930642 -0.011301936511694768 -0.0085697598444791478 -0.021329093837337762 0.022321138901424106
leaf_weight=0.0010162401928925646 0.0010256157496803834 0.0016527888935834812 0.0012785108738290587 0.0011768176246760018 0.0011281313547811542 0.0018275701031465286
leaf_count=1263 202 373 433 99 328 423
internal_value=0 -0.00693222 0.00279958 0.00629483 0.00160831 0.0102212
internal_weight=0 0.00266903 0.00643665 0.00515813 0.00413252 0.00300439
internal_count=3121 1636 1485 1052 850 522
is_linear=0
shrinkage=0.1


Tree=6360
num_leaves=8
num_cat=0
split_feature=49 12 52 3 4 3 0
split_gain=1.76568e-05 2.73863e-05 7.63229e-05 5.23889e-05 0.000103738 9.10189e-06 6.8168e-06
threshold=-0.047584999999999995 0.09334000000000002 0.10024500000000001 0.10732000000000001 0.053180000000000012 0.0051600000000000005 -0.071924999999999989
decision_type=2 2 2 2 2 2 2
left_child=5 2 3 4 6 -1 -2
right_child=1 -3 -4 -5 -6 -7 -8
leaf_value=0.014847179205108611 -0.017363859212682218 -0.013282020565892651 0.024393253204546928 -0.023579861786484996 0.027022212682472048 0.0014223906205669916 -0.0057470915138264442
leaf_weight=0.0010193498853605992 0.0010166352364212074 0.0017435088150277254 0.0011169208929309423 0.0011164110740046252 0.0010610989301993931 0.0010009360662507974 0.0010039967875227949
leaf_count=282 1014 772 349 143 254 121 186
internal_value=0 -0.00240648 0.00116104 -0.00501992 0.00170374 0.00819596 -0.0115918
internal_weight=0 0.00705857 0.00531506 0.00419814 0.00308173 0.00202029 0.00202063
internal_count=3121 2718 1946 1597 1454 403 1200
is_linear=0
shrinkage=0.1


Tree=6361
num_leaves=7
num_cat=0
split_feature=52 52 1 4 13 16
split_gain=3.74544e-05 6.26629e-05 3.55621e-05 0.000155704 3.30113e-05 3.75544e-05
threshold=-0.24456499999999998 -0.081934999999999994 0.08844500000000001 -0.083854999999999985 -0.0025349999999999995 -0.074319999999999983
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 -6
right_child=1 2 4 -5 5 -7
leaf_value=-0.00035757943780206957 0.00040889802395878302 0.00016715721107392925 0.00027071567382270926 -0.00077681820020813379 -0.00025924081057292464 0.00017412315830272137
leaf_weight=0.0010418960546373464 0.0014493059956454928 0.0016718374471447034 0.0018620812287820231 0.0011230868524734826 0.0016696625052935862 0.0014249080005160372
leaf_count=364 397 373 585 1093 188 121
internal_value=0 3.46709e-05 -3.5298e-05 -0.000212161 6.44305e-05 -5.96965e-05
internal_weight=0 0.00920088 0.00775158 0.00279492 0.00495665 0.00309457
internal_count=3121 2757 2360 1466 894 309
is_linear=0
shrinkage=0.00196078


Tree=6362
num_leaves=8
num_cat=0
split_feature=11 3 1 15 13 47 133
split_gain=3.28327e-05 4.76271e-05 5.22891e-05 8.15992e-05 6.47878e-05 0.000122164 5.58827e-05
threshold=0.078340000000000007 -0.12018999999999998 0.094385000000000011 -0.0040799999999999994 -0.059629999999999996 0.096300000000000011 0.076280000000000014
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=0.00040009397291925912 -0.00033480256546713117 -0.00060831683666978437 0.00050300384375502442 -0.00027421235625065465 0.0002997408228318369 -0.00050403431887803237 0.00031002853052107049
leaf_weight=0.0011660514720128112 0.0010586878832606434 0.0012240912372229527 0.0012352891786601506 0.0012996198097411915 0.0017697174240045648 0.0012338799985680737 0.0012206121657907371
leaf_count=149 208 928 378 733 290 101 334
internal_value=0 2.99305e-05 -2.41367e-05 -0.000192981 0.000125008 -3.04506e-05 8.7503e-06
internal_weight=0 0.00914926 0.00798321 0.00374432 0.00423889 0.0030036 0.00252023
internal_count=3121 2913 2764 1995 769 391 1067
is_linear=0
shrinkage=0.00196078


Tree=6363
num_leaves=8
num_cat=0
split_feature=52 52 133 160 15 150 15
split_gain=1.70563e-05 3.42214e-05 3.9743e-05 6.17822e-05 9.62753e-05 5.70268e-05 2.69932e-05
threshold=0.11434500000000002 0.070205000000000017 0.061605000000000007 -0.027994999999999996 -1.0000000180025095e-35 0.081835000000000019 -0.10653
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 4 -6 -7 -8
leaf_value=0.017125637988217684 -0.010920448917390937 0.017536797683244312 0.016862902894396608 0.0019483744669278099 -0.031062064236441828 0.019146471024683469 -0.020834779849419879
leaf_weight=0.0010794763904278699 0.0012461088893181956 0.0011590630061829952 0.0010424934620668078 0.001050326995529394 0.0014224299425750512 0.0010621780856281638 0.0010299822770663694
leaf_count=288 501 562 701 180 461 183 245
internal_value=0 0.00167383 -0.00107576 -0.00438895 -0.00947655 0.000294015 -0.0093318
internal_weight=0 0.00784595 0.00668689 0.00564439 0.00456492 0.00314249 0.00208031
internal_count=3121 2620 2058 1357 1069 608 425
is_linear=0
shrinkage=0.1


Tree=6364
num_leaves=7
num_cat=0
split_feature=1 0 12 47 4 16
split_gain=1.81048e-05 3.59993e-05 2.57423e-05 3.87518e-05 7.40869e-05 3.07395e-05
threshold=0.077565000000000009 0.062580000000000011 -0.010834999999999999 0.096175000000000024 -0.011209999999999999 -0.095964999999999981
decision_type=2 2 2 2 2 2
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leaf_weight=0.0013092416316370626 0.0010350771203387569 0.0013476536454507591 0.0013566106087725591 0.0012441730753650097 0.0010734821294313681 0.0016941734742305383
leaf_count=1565 343 71 587 188 180 187
internal_value=0 -0.00698855 0.00283061 4.65625e-05 0.00471304 0.0140966
internal_weight=0 0.0026569 0.00640352 0.00536844 0.00412427 0.00276766
internal_count=3121 1636 1485 1142 954 367
is_linear=0
shrinkage=0.1


Tree=6365
num_leaves=8
num_cat=0
split_feature=157 160 42 42 0 1 3
split_gain=1.58213e-05 5.91412e-05 5.27729e-05 4.1183e-05 4.44197e-05 8.53989e-05 7.69771e-05
threshold=-0.06266999999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 0.091735000000000025 -0.20211999999999997 0.094385000000000011 -0.078724999999999976
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 -6
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leaf_value=0.011609740264310281 -0.022029317176374713 -0.017259410797433074 -0.0054316830426883941 -0.011087391271371481 0.023338608326758065 0.038641041869622111 -0.014969940685083595
leaf_weight=0.0010320493783494101 0.0011985261986694629 0.0011707482810592446 0.0012810729345836252 0.0011206242309896551 0.0010730663912566958 0.0011369916640525763 0.0010261042065242089
leaf_count=460 654 714 99 461 313 325 95
internal_value=0 -0.00154545 0.00206035 0.00607225 0.0103292 0.0165683 0.00461285
internal_weight=0 0.00800713 0.00680861 0.00563786 0.00451724 0.00323616 0.00209917
internal_count=3121 2661 2007 1293 832 733 408
is_linear=0
shrinkage=0.1


Tree=6366
num_leaves=7
num_cat=0
split_feature=11 48 16 2 2 13
split_gain=1.5678e-05 2.6321e-05 3.97876e-05 7.48895e-05 6.55308e-05 2.73509e-05
threshold=1.0000000180025095e-35 0.10396500000000002 -0.014034999999999997 0.096540000000000015 0.092365000000000017 -0.0034749999999999994
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 -5 -6 -7
leaf_value=0.01406431469674776 -0.011593716466436498 0.015921030150361847 -0.0069735307113518857 0.022872091259058629 -0.026124342522839336 -0.0082716183154505803
leaf_weight=0.0010332899210593795 0.001038350562951775 0.0010882543768006856 0.0018056720210698539 0.0015732599534004374 0.0012968017891445307 0.0011678597775178273
leaf_count=860 244 193 652 341 552 279
internal_value=0 0.00147044 -0.000816334 0.00692285 -0.00829219 0.00221358
internal_weight=0 0.00796514 0.00687688 0.00337893 0.00349795 0.00220115
internal_count=3121 2877 2684 993 1691 1139
is_linear=0
shrinkage=0.1


Tree=6367
num_leaves=8
num_cat=0
split_feature=52 52 160 12 3 52 2
split_gain=5.11595e-05 7.32187e-05 6.4188e-05 5.54733e-05 8.71204e-05 5.26015e-05 7.85614e-05
threshold=-0.24456499999999998 -0.081429999999999989 1.0000000180025095e-35 0.088365000000000013 -0.086554999999999979 0.070205000000000017 0.10774000000000002
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 6 -3
right_child=1 2 -4 4 -6 -7 -8
leaf_value=-0.00042175964590012913 0.00042757069946469401 0.00028767559426739065 -0.00048867869154272184 0.00010667821155045143 -0.00061827408945319749 0.0004845765975977526 -0.00037563959553703281
leaf_weight=0.0010513315971152912 0.0015251842712788082 0.0016754337154386864 0.0010681503017085673 0.00152864912044016 0.0010930307487319944 0.0013626310131463169 0.0011630040738827396
leaf_count=364 407 462 243 288 676 506 175
internal_value=0 3.42853e-05 -4.17305e-05 2.82424e-05 -0.000195569 0.000167912 1.58929e-05
internal_weight=0 0.00941608 0.0078909 0.00682275 0.00262168 0.00420107 0.00283844
internal_count=3121 2757 2350 2107 964 1143 637
is_linear=0
shrinkage=0.00196078


Tree=6368
num_leaves=7
num_cat=0
split_feature=1 43 42 48 3 3
split_gain=1.58562e-05 3.28913e-05 2.5996e-05 4.70722e-05 2.88223e-05 7.78857e-06
threshold=0.077565000000000009 0.070450000000000013 0.08623500000000002 0.086260000000000017 0.095270000000000007 -0.028564999999999997
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=-0.016233498064582436 0.0072233643765971028 0.0063094690923754145 0.013974281337012825 -0.014485336716126574 -0.0067856620567972956 0.019564061427651117
leaf_weight=0.0015076065984555517 0.0010422685613690583 0.0011341216882668375 0.0015396027875522007 0.0016764740506438882 0.0011012034652123138 0.0010041243407053011
leaf_count=1424 380 212 538 227 191 149
internal_value=0 -0.00655557 0.00266066 -0.000950079 0.00625907 0.0132787
internal_weight=0 0.00264173 0.00636367 0.00482407 0.0031476 0.00204639
internal_count=3121 1636 1485 947 720 529
is_linear=0
shrinkage=0.1


Tree=6369
num_leaves=7
num_cat=0
split_feature=50 4 151 16 16 52
split_gain=1.51457e-05 3.33176e-05 4.82033e-05 6.90743e-05 4.925e-05 5.27343e-05
threshold=0.088425000000000017 0.40473500000000007 -0.024429999999999997 -0.092484999999999984 0.064860000000000015 0.091275000000000009
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=0.017447990588787227 -0.01143388867850971 0.018077942004232246 -0.020862685002030659 0.0170103562997173 -0.01940112870759432 0.010232874013251313
leaf_weight=0.0011674489277436152 0.001032440923854413 0.0010454306342730577 0.0018325586378581038 0.0014847107404873019 0.0013389333881352839 0.0010888294651365876
leaf_count=385 560 279 376 1042 418 61
internal_value=0 0.00143973 -0.0010766 -0.00484098 0.0026634 -0.00611055
internal_weight=0 0.00795791 0.00691248 0.00574503 0.00391247 0.00242776
internal_count=3121 2561 2282 1897 1521 479
is_linear=0
shrinkage=0.1


Tree=6370
num_leaves=7
num_cat=0
split_feature=1 42 0 13 2 48
split_gain=3.1731e-05 4.87347e-05 3.46841e-05 0.000125087 6.84243e-05 6.30754e-05
threshold=0.12500000000000003 0.091735000000000025 -0.077999999999999986 -0.033284999999999988 0.089885000000000007 0.084170000000000009
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=-0.00038052579898344499 0.00025756701305791732 -0.00044715509301863178 -0.00031254970477008622 0.0005311098060414122 -0.00020778436230083091 0.0004126995774390891
leaf_weight=0.0019396683703629147 0.001479624436538614 0.0010582446750900436 0.001167669992948492 0.0016036136222337156 0.0012323520959787147 0.0012884202839053025
leaf_count=1144 279 583 157 440 339 179
internal_value=0 -5.41481e-05 3.36201e-06 0.000175637 -0.000103673 0.000109358
internal_weight=0 0.00828997 0.00723172 0.00277128 0.00446044 0.00252077
internal_count=3121 2842 2259 597 1662 518
is_linear=0
shrinkage=0.00196078


Tree=6371
num_leaves=8
num_cat=0
split_feature=11 48 0 2 2 15 3
split_gain=4.02998e-05 6.20308e-05 0.000137671 6.27677e-05 4.9119e-05 5.6462e-05 4.57816e-05
threshold=0.078340000000000007 0.016865000000000002 -0.20211999999999997 0.11237500000000002 0.084245000000000014 -0.016799999999999995 -0.022174999999999997
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=-0.000271111696379115 -0.0003643748873781589 -0.00016384973664452235 0.00072722604370473057 0.00033446143962870853 -9.9717565212220798e-05 0.00028710987583789577 -0.00065343710334419614
leaf_weight=0.0013562068481993627 0.0010433252258697642 0.0012990387452012924 0.0013692568457538113 0.0012292378815801754 0.001169228982061651 0.0014323966440155781 0.0011278271753869657
leaf_count=278 208 82 486 340 1063 513 151
internal_value=0 4.27531e-05 0.000293413 -6.31606e-05 -0.000159268 1.56249e-05 -0.000371587
internal_weight=0 0.00898319 0.0026683 0.0063149 0.00508566 0.0027886 0.00229706
internal_count=3121 2913 568 2345 2005 791 1214
is_linear=0
shrinkage=0.00196078


Tree=6372
num_leaves=8
num_cat=0
split_feature=1 42 151 48 16 15 43
split_gain=2.55645e-05 5.67147e-05 3.19691e-05 8.8825e-05 5.3065e-05 4.31359e-05 5.09011e-05
threshold=0.12500000000000003 0.091735000000000025 -0.0083949999999999979 0.091545000000000015 -0.15241499999999997 -0.0058549999999999991 -0.077604999999999993
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=-0.0002425007572305103 0.00022911348638346307 -0.00047327668800086923 0.00032861314293066449 0.00060298340964353911 -0.00049078007491146376 0.00032535262570198089 -0.00024038089256508282
leaf_weight=0.0015120016814515087 0.0014807428026788775 0.0010641405923134768 0.0011659054393901129 0.0010194618327900558 0.001034021074811221 0.0010129578161102595 0.0015426386945376813
leaf_count=455 279 583 183 158 477 231 755
internal_value=0 -5.04331e-05 1.1316e-05 7.77701e-05 -3.48221e-05 -0.000152866 -1.6142e-05
internal_weight=0 0.00835113 0.00728699 0.00577498 0.00475552 0.00358962 0.0025556
internal_count=3121 2842 2259 1804 1646 1463 986
is_linear=0
shrinkage=0.00196078


Tree=6373
num_leaves=8
num_cat=0
split_feature=1 12 2 151 12 48 16
split_gain=1.74521e-05 3.11908e-05 4.29986e-05 8.66761e-05 5.75438e-05 4.04688e-05 1.89319e-05
threshold=0.12500000000000003 0.098810000000000023 0.086590000000000014 -0.0083949999999999979 0.083310000000000009 0.084485000000000018 -0.0019699999999999995
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 -5
right_child=-2 -3 3 5 -6 -7 -8
leaf_value=0.0058901027692299275 0.010357983035691829 -0.016186920016752804 -0.017227392568023935 0.0174616145986808 -0.027830437280894856 0.031465425844473371 -0.0011704286472884616
leaf_weight=0.001005090608586159 0.0013674403187755963 0.0012747272086424156 0.0011328355118189384 0.0010018579864847811 0.0010192828633163436 0.0010143435160313644 0.0011968220004824537
leaf_count=225 279 414 327 532 842 195 307
internal_value=0 -0.00190801 0.000949292 0.00655664 -0.0110884 0.0149423 0.00731951
internal_weight=0 0.00764496 0.00637023 0.00434586 0.00202437 0.00321302 0.00219868
internal_count=3121 2842 2428 1361 1067 1034 839
is_linear=0
shrinkage=0.1


Tree=6374
num_leaves=8
num_cat=0
split_feature=48 16 52 2 1 0 4
split_gain=5.05923e-05 0.000122558 6.14329e-05 6.87063e-05 6.02625e-05 5.05794e-05 9.38595e-05
threshold=0.11951500000000001 -0.5048999999999999 0.11434500000000002 0.10644500000000001 0.094825000000000007 -0.084269999999999984 -0.27825499999999997
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=0.00063901137129507052 -0.00042410910697852569 -0.0004917716969723724 -0.00050151015842633448 0.00036310440337692577 0.0002074931209359844 -0.00048705767956593244 0.00030195376235172145
leaf_weight=0.0011055109365149156 0.0010720478096269371 0.0016343207823112183 0.0010400619406252245 0.0016283815584124308 0.0017757096641053439 0.0010296158429533683 0.0013263975911792787
leaf_count=192 114 836 437 423 338 86 695
internal_value=0 2.51434e-05 -5.53164e-05 7.44288e-06 -9.29991e-05 -0.000226719 -4.2857e-05
internal_weight=0 0.00954 0.00843449 0.00739443 0.00576604 0.00399033 0.00235601
internal_count=3121 3007 2815 2378 1955 1617 781
is_linear=0
shrinkage=0.00196078


Tree=6375
num_leaves=7
num_cat=0
split_feature=52 52 43 1 16 16
split_gain=3.90165e-05 5.50519e-05 4.67801e-05 8.68067e-05 0.000115822 9.23173e-05
threshold=-0.24456499999999998 -0.081934999999999994 -0.14968999999999996 0.094385000000000011 -0.083539999999999989 -0.27167499999999994
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=-0.00036170627873983693 0.00039193454058974748 0.00030173354145055301 2.6194441013930151e-05 -0.00024270269309928686 -0.00074781359823521284 0.00041656976430479864
leaf_weight=0.0010339340153930421 0.0014403971489092421 0.0013748185469962043 0.0015706334966751596 0.0014785879582078546 0.0014110709153898808 0.0018239547658072614
leaf_count=364 397 196 634 260 922 348
internal_value=0 4.02487e-05 -2.58909e-05 -9.7566e-05 -0.000340099 0.000121406
internal_weight=0 0.00909946 0.00765907 0.00628425 0.0029817 0.00330254
internal_count=3121 2757 2360 2164 1556 608
is_linear=0
shrinkage=0.00196078


Tree=6376
num_leaves=8
num_cat=0
split_feature=14 49 484 4 0 13 457
split_gain=4.75554e-05 5.45832e-05 4.75845e-05 5.7213e-05 6.09347e-05 0.000108653 7.41398e-05
threshold=-1.0000000180025095e-35 0.0093850000000000027 0.065750000000000017 -0.35136499999999998 -0.059114999999999994 -0.084034999999999985 0.080930000000000016
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=-0.0004020649981941597 -0.00046078214560493633 0.00044910344258341649 0.0003826357478970121 0.00028214363111288141 0.000355431231341102 -0.00058281438649530188 8.1766561696710794e-05
leaf_weight=0.0010522493114628146 0.0012156075562354757 0.0010941182290322175 0.001004197555394987 0.0017169074548605326 0.0014514584442964938 0.0017972875216528128 0.0010069657070262057
leaf_count=161 166 585 254 552 199 1080 124
internal_value=0 3.77582e-05 -1.7178e-05 -7.30321e-05 5.88674e-06 -0.00010633 -0.000344173
internal_weight=0 0.00928654 0.00819242 0.00718823 0.00597262 0.00452116 0.00280425
internal_count=3121 2960 2375 2121 1955 1756 1204
is_linear=0
shrinkage=0.00196078


Tree=6377
num_leaves=8
num_cat=0
split_feature=1 457 2 1 13 42 2
split_gain=2.96819e-05 5.3629e-05 3.88944e-05 7.79661e-05 4.76409e-05 3.94366e-05 3.79208e-05
threshold=0.12500000000000003 0.087995000000000004 0.11293500000000002 0.10708500000000001 -0.10278499999999999 0.084635000000000016 0.084055000000000005
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 -5 5 -7 -8
leaf_value=-0.00045085517498217188 0.00024564970583098894 0.00037252456652463634 0.00016169872610836907 -0.00066591132437974901 0.00016994555589914723 0.00033737399456659311 -0.00030517801944310796
leaf_weight=0.0010295181647677729 0.001518612022673318 0.0010068449985876603 0.0015943027368347839 0.001056454944514347 0.0011187950114472513 0.0011002261516349873 0.0015277560791445194
leaf_count=129 279 146 328 179 309 893 858
internal_value=0 -5.21364e-05 -0.000109705 -0.00018389 -7.72731e-05 2.53776e-05 -0.000104326
internal_weight=0 0.0084339 0.00742705 0.00583275 0.0047763 0.00374678 0.00264655
internal_count=3121 2842 2696 2368 2189 2060 1167
is_linear=0
shrinkage=0.00196078


Tree=6378
num_leaves=6
num_cat=0
split_feature=43 3 457 13 2
split_gain=1.59671e-05 4.37262e-05 3.08071e-05 5.62711e-05 4.77421e-05
threshold=-0.067199999999999996 -0.077774999999999983 0.045365000000000009 -0.095304999999999987 0.099185000000000009
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=-0.0037842542955006681 0.0072415517783878296 0.019963711859318223 0.012711812054099879 -0.028215774098680819 -0.0028718078256643746
leaf_weight=0.0019733597912676686 0.0018357707814312513 0.001277110563940702 0.0010060262291834779 0.0014272817944916258 0.0015509755285401017
leaf_count=926 290 427 142 943 393
internal_value=0 0.00554633 -0.00320336 -0.00652928 -0.0150175
internal_weight=0 0.00325047 0.00582005 0.00481403 0.00297826
internal_count=3121 1353 1768 1626 1336
is_linear=0
shrinkage=0.1


Tree=6379
num_leaves=7
num_cat=0
split_feature=52 0 4 0 0 1
split_gain=1.56961e-05 3.48017e-05 5.47607e-05 5.29087e-05 5.47544e-05 5.87233e-05
threshold=0.11434500000000002 -0.077999999999999986 -0.35136499999999998 -0.10607499999999999 -0.14920999999999998 0.10612500000000001
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=0.010376128368452801 -0.010509688349705788 -0.006477601207592997 0.020546001666715562 -0.021328894347144411 0.020320032496952467 -0.021868763602298617
leaf_weight=0.001083371121958724 0.0012409037064633139 0.0012474866016397965 0.0018798265769552568 0.0012650353378161477 0.0011555049992461449 0.0011799155514988138
leaf_count=145 501 202 681 1269 236 87
internal_value=0 0.00159749 0.00976627 -0.00385668 0.00260847 -0.00643405
internal_weight=0 0.00781114 0.00312731 0.00468383 0.00341879 0.00226329
internal_count=3121 2620 883 1737 468 232
is_linear=0
shrinkage=0.1


Tree=6380
num_leaves=8
num_cat=0
split_feature=4 42 49 0 160 13 15
split_gain=3.59054e-05 5.19107e-05 5.03178e-05 7.22243e-05 6.38804e-05 6.07485e-05 1.40462e-05
threshold=0.27044500000000005 0.091735000000000025 -0.0060549999999999988 -0.083914999999999976 0.079055000000000014 -0.017449999999999997 -0.0040799999999999994
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 3 5 -6 -7 -8
leaf_value=-0.00054634373394869221 0.00024897392195513598 -0.00046736326368276057 0.00022185936909478135 -0.00044856944391367644 0.00010656825880111376 0.00012906357066547972 0.00054466024103298966
leaf_weight=0.0012340063545649234 0.0017427621022789693 0.001053407757226326 0.0010042311835636107 0.0011208140213039685 0.0010806611950968565 0.0018643290835196973 0.0010709547560283281
leaf_count=311 365 562 437 295 167 600 384
internal_value=0 -6.02004e-05 -2.04323e-06 0.000107495 -0.000241515 -8.78169e-05 0.000388449
internal_weight=0 0.0084284 0.007375 0.00506033 0.00231467 0.00298514 0.00207519
internal_count=3121 2756 2194 1716 478 895 821
is_linear=0
shrinkage=0.00196078


Tree=6381
num_leaves=8
num_cat=0
split_feature=4 150 13 13 0 0 16
split_gain=1.53188e-05 2.38404e-05 4.40312e-05 4.04435e-05 3.80004e-05 5.5743e-05 1.28077e-05
threshold=0.27044500000000005 0.088380000000000014 -0.13710499999999998 -0.083364999999999981 -0.10607499999999999 -0.061629999999999997 0.18438500000000005
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 3 4 5 6 -8
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leaf_weight=0.0011166062710161314 0.0015321334424914399 0.0010939133771736631 0.0010001077101162983 0.0012396053601238482 0.0010498838116467127 0.0010098957785577879 0.0010043071574785704
leaf_count=133 365 233 593 208 1211 151 227
internal_value=0 -0.00192018 0.000404813 0.00420457 -4.96635e-06 -0.00598171 0.00375616
internal_weight=0 0.00751432 0.00642041 0.0053038 0.00430369 0.00306409 0.0020142
internal_count=3121 2756 2523 2390 1797 1589 378
is_linear=0
shrinkage=0.1


Tree=6382
num_leaves=8
num_cat=0
split_feature=11 2 52 4 4 0 16
split_gain=1.51225e-05 2.6907e-05 8.50277e-05 5.85925e-05 3.80937e-05 7.82159e-05 3.89486e-06
threshold=1.0000000180025095e-35 0.10912000000000001 0.084960000000000022 0.053925000000000008 -0.076779999999999987 -0.10011499999999998 -0.095964999999999981
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -3 -1 6 -6
right_child=-2 3 -4 -5 5 -7 -8
leaf_value=0.018736273381713818 -0.011429460385825796 0.025175904118207811 -0.025263001819631412 -0.0064017897081512821 0.014162837400819861 -0.02380671825508399 0.0054053638200690351
leaf_weight=0.0012825828235807132 0.00103505869968372 0.0012541187833385904 0.0012568990638310131 0.0011056218220123091 0.0010006171576234183 0.0010584502949960578 0.0010312380365323399
leaf_count=463 244 258 787 293 127 824 125
internal_value=0 0.00141698 -0.00234017 0.0103806 0.00424854 -0.00176437 0.00971811
internal_weight=0 0.00798953 0.00562979 0.00235974 0.00437289 0.00309031 0.00203186
internal_count=3121 2877 2326 551 1539 1076 252
is_linear=0
shrinkage=0.1


Tree=6383
num_leaves=7
num_cat=0
split_feature=4 4 2 4 0 16
split_gain=1.43459e-05 2.44399e-05 2.70157e-05 4.37918e-05 6.79845e-05 4.38823e-05
threshold=0.27044500000000005 0.098655000000000007 0.11067500000000001 -0.35136499999999998 -0.077999999999999986 -0.083539999999999989
decision_type=2 2 2 2 2 2
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leaf_weight=0.0010579832259805196 0.0015310556597460277 0.0013782899157429463 0.0014595250727278113 0.0010193094119592204 0.0013386309044740477 0.0012107379625419942
leaf_count=180 365 182 336 553 495 1010
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internal_weight=0 0.00746448 0.00608619 0.00462666 0.00356868 0.00223005
internal_count=3121 2756 2574 2238 2058 1563
is_linear=0
shrinkage=0.1


Tree=6384
num_leaves=7
num_cat=0
split_feature=13 12 0 48 4 4
split_gain=1.41974e-05 3.0528e-05 4.07562e-05 7.07326e-05 3.1093e-05 5.6857e-05
threshold=-0.23438999999999996 -0.010834999999999999 -0.053834999999999994 0.085845000000000019 0.16173500000000005 -0.0082299999999999995
decision_type=2 2 2 2 2 2
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leaf_value=0.010646898040241597 0.013716787383489732 -0.0014273932580336852 -0.017882264323247229 -0.016947840822483715 -0.0050946903593886055 0.029731796951102136
leaf_weight=0.0010906572274401423 0.0011262188216821746 0.0011171423343253391 0.0016225298343550149 0.0016253029179878154 0.0011618268937439121 0.001230817071622521
leaf_count=169 345 1323 389 319 158 418
internal_value=0 -0.00152605 -0.00406641 0.000298978 0.00828559 0.0149065
internal_weight=0 0.00788384 0.00675762 0.00513509 0.00350979 0.00234796
internal_count=3121 2952 2607 2218 1899 1741
is_linear=0
shrinkage=0.1


Tree=6385
num_leaves=7
num_cat=0
split_feature=1 4 3 0 0 16
split_gain=2.6055e-05 4.63431e-05 3.42622e-05 6.74399e-05 8.84204e-05 5.05942e-05
threshold=0.077565000000000009 -0.083854999999999985 0.083060000000000009 -0.060129999999999996 -0.10607499999999999 -0.062804999999999986
decision_type=2 2 2 2 2 2
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right_child=2 -3 5 -5 -6 -7
leaf_value=3.2739782761789353e-05 0.00042064441742671913 -0.00048164998341560081 0.00011252603250964205 0.00061784317145319428 -0.00029349888221331477 -0.00038976766103401817
leaf_weight=0.0017668903807307138 0.0012040622389543948 0.0010880443518224848 0.0019207631297179246 0.0010168799893948677 0.0014931811965645028 0.0012879652582958971
leaf_count=353 198 1283 223 290 611 163
internal_value=0 -0.000163299 5.9316e-05 0.000187529 2.52981e-05 -8.90918e-05
internal_weight=0 0.00285493 0.00692285 0.00371412 0.00269724 0.00320873
internal_count=3121 1636 1485 1099 809 386
is_linear=0
shrinkage=0.00196078


Tree=6386
num_leaves=6
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split_feature=49 1 484 4 4
split_gain=1.50007e-05 2.57298e-05 3.93505e-05 3.91022e-05 3.81185e-05
threshold=-0.047584999999999995 0.12337000000000002 0.073690000000000019 -0.077679999999999985 0.15285000000000001
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
right_child=1 -3 -4 4 -6
leaf_value=0.0076121551399490218 0.0018874101419740681 0.011087453543079261 0.01295820468631001 -0.029194803919391384 -0.0056702540773302477
leaf_weight=0.001990295199231956 0.0019938021691125753 0.0012009437061063447 0.0010073489117624432 0.0012736689696892058 0.0014999968946653919
leaf_count=403 897 244 296 1094 187
internal_value=0 -0.00223028 -0.00499987 -0.00879434 -0.0164727
internal_weight=0 0.00697576 0.00577482 0.00476747 0.00277367
internal_count=3121 2718 2474 2178 1281
is_linear=0
shrinkage=0.1


Tree=6387
num_leaves=9
num_cat=0
split_feature=52 52 160 160 12 4 4 0
split_gain=3.93861e-05 5.65728e-05 4.71527e-05 6.26728e-05 5.51287e-05 7.86055e-05 5.73683e-05 5.96779e-06
threshold=-0.24456499999999998 -0.081934999999999994 1.0000000180025095e-35 -0.079279999999999975 0.10193000000000001 -0.0016099999999999997 0.26790000000000008 -0.033209999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 7 -7 -5
right_child=1 2 -4 4 -6 6 -8 -9
leaf_value=-0.00037402436658643946 0.00037877755845740663 -0.00036724643394420712 -0.00042405581004622802 0.00060178326104577066 -0.00028671707783794635 -0.00031073311770505067 0.00030221872389653547 0.00038814293813525997
leaf_weight=0.0010488031885853176 0.0014766426872506152 0.0012936065875757919 0.0010606665385723343 0.001009091081323063 0.0010672525507717202 0.0012902942086114541 0.0010771199851748892 0.0010017243176301993
leaf_count=364 397 589 250 817 211 223 207 63
internal_value=0 2.68553e-05 -3.97703e-05 2.07125e-05 0.000112874 0.00021028 -3.18539e-05 0.000495354
internal_weight=0 0.0092764 0.00779976 0.00673909 0.00544548 0.00437823 0.00236741 0.00201082
internal_count=3121 2757 2360 2110 1521 1310 430 880
is_linear=0
shrinkage=0.00196078


Tree=6388
num_leaves=9
num_cat=0
split_feature=457 160 1 12 1 12 0 15
split_gain=2.03027e-05 4.42288e-05 5.67949e-05 5.24405e-05 4.34448e-05 3.56258e-05 4.89441e-05 2.23658e-05
threshold=0.088350000000000026 0.041220000000000007 0.13146500000000003 0.10124000000000001 0.096125000000000016 0.09141500000000001 -0.083914999999999976 -0.12255999999999999
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=0.00027492962505524496 0.00024746854418106174 -0.00041689556058898693 0.00044458043611527148 -0.00044874109873756376 -1.8844559074450035e-06 0.00045774700360656328 -0.00029106858270419182 -0.0004095724388378071
leaf_weight=0.0013337770279631214 0.00106643636427121 0.0010480219128478708 0.0010148234727702316 0.0010802820191966826 0.0010606462898643562 0.001059903194441283 0.0010496686042364466 0.0010100093081882272
leaf_count=733 158 429 202 320 123 407 470 279
internal_value=0 -3.92562e-05 1.2757e-05 -5.36981e-05 2.36971e-05 0.000158664 2.56642e-05 -0.000200744
internal_weight=0 0.00865713 0.00760911 0.00659429 0.005514 0.00344335 0.00238345 0.00207066
internal_count=3121 2963 2534 2332 2012 1610 1203 402
is_linear=0
shrinkage=0.00196078


Tree=6389
num_leaves=7
num_cat=0
split_feature=52 1 457 0 3 3
split_gain=3.24246e-05 3.84576e-05 5.60299e-05 5.49814e-05 6.13149e-05 4.3008e-05
threshold=-0.24456499999999998 0.11588000000000001 0.069910000000000014 -0.084269999999999984 -0.078724999999999976 -0.0080949999999999998
decision_type=2 2 2 2 2 2
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leaf_value=-0.0003334929447917333 -0.00060171723785384479 0.0002965605664742176 0.00036693414347794179 0.00029407807548614107 -0.00025702394368677721 -0.00011431627684495009
leaf_weight=0.001026642999116179 0.0010971920390668204 0.0017374959097580366 0.0011664296277164752 0.0019588840614934789 0.0012855643858983219 0.0019037695293321129
leaf_count=364 896 373 218 656 433 181
internal_value=0 3.40012e-05 -2.75484e-05 -0.000101224 7.57121e-05 -0.000292517
internal_weight=0 0.00914934 0.00741184 0.00624541 0.00324445 0.00300096
internal_count=3121 2757 2384 2166 1089 1077
is_linear=0
shrinkage=0.00196078


Tree=6390
num_leaves=8
num_cat=0
split_feature=47 4 51 4 16 4 52
split_gain=2.50232e-05 7.55077e-05 4.35322e-05 5.17463e-05 6.74416e-05 3.98483e-05 1.27764e-05
threshold=0.12431000000000002 0.24564500000000003 -0.082744999999999985 -0.0029599999999999995 -0.094359999999999986 -0.084369999999999987 0.091275000000000009
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=-0.00043920416094878057 -0.00029172276359204914 0.00036555821716131366 -0.00016996005596456019 -0.00060758794146482161 8.7404202544558876e-05 0.00040311301125454556 0.0001292333561310945
leaf_weight=0.0010371511930760621 0.0010468395082884425 0.0019826621195297971 0.0011105783454211822 0.0010227872616584543 0.0011298091524514701 0.0013796983473235822 0.0010846792882436302
leaf_count=474 91 402 412 240 259 1160 83
internal_value=0 2.90569e-05 -6.9568e-05 -2.63393e-06 -0.000242815 0.000141987 -2.21283e-05
internal_weight=0 0.00874737 0.0067647 0.00572755 0.0021526 0.00357496 0.00219526
internal_count=3121 3030 2628 2154 499 1655 495
is_linear=0
shrinkage=0.00196078


Tree=6391
num_leaves=7
num_cat=0
split_feature=51 43 16 52 12 0
split_gain=1.72112e-05 3.60873e-05 4.85788e-05 7.82484e-05 9.44197e-05 5.93713e-05
threshold=-0.076794999999999988 -0.14968999999999996 0.10994000000000002 -0.049749999999999996 0.088365000000000013 -0.10474999999999998
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5
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leaf_value=-0.0092833776132641415 0.017253699184059338 0.026432489517824731 -0.019832259183497791 -0.0064650476523035781 -0.028418569449943566 0.023315056380693838
leaf_weight=0.0016542505014922639 0.0012818162534544049 0.0011121480438347044 0.0011385169949979781 0.0015667145211364323 0.0011011516942149935 0.0011689565721821405
leaf_count=537 234 360 213 254 829 694
internal_value=0 0.00200369 -0.00120744 0.00307722 -0.00369257 0.00626004
internal_weight=0 0.0073693 0.00608749 0.00494897 0.00383682 0.00273567
internal_count=3121 2584 2350 2137 1777 948
is_linear=0
shrinkage=0.1


Tree=6392
num_leaves=8
num_cat=0
split_feature=48 48 1 42 15 2 2
split_gain=3.6647e-05 0.000109876 6.01478e-05 4.88073e-05 0.000109846 6.10134e-05 9.80609e-05
threshold=0.11951500000000001 0.093265000000000015 0.111945 0.086325000000000013 -0.095869999999999983 0.084245000000000014 0.097220000000000015
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 -5 5 6 -8
leaf_value=-0.00062021521452747762 -0.00035024610287242837 0.00062225832687656899 0.00026018277025812142 -0.00047408970245772786 0.00050204931888503206 -0.00048890267194642476 0.0002684075108739746
leaf_weight=0.0010073602716543879 0.0010341116854121228 0.0010937197539389746 0.0019422041761533032 0.0012936782029160801 0.0010811394957440418 0.0011321684785821286 0.0015674973042711987
leaf_count=193 114 239 375 887 342 650 321
internal_value=0 3.92418e-05 -4.02264e-05 -0.00013616 -4.48579e-05 0.000108441 -4.91884e-05
internal_weight=0 0.00911777 0.00802405 0.00608184 0.00478817 0.00378081 0.00269967
internal_count=3121 3007 2768 2393 1506 1313 971
is_linear=0
shrinkage=0.00196078


Tree=6393
num_leaves=7
num_cat=0
split_feature=4 1 16 49 133 15
split_gain=1.74374e-05 3.2278e-05 2.83601e-05 4.62149e-05 8.51384e-05 7.21584e-05
threshold=0.24564500000000003 0.111945 -0.088394999999999987 -0.0060549999999999988 1.0000000180025095e-35 -0.016799999999999995
decision_type=2 2 2 2 2 2
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right_child=1 -3 3 4 -6 -7
leaf_value=-0.013065996392299601 -0.0048427227773310648 0.020058481428464149 -0.015651969083927342 -0.0025931137537108695 -0.017207449035231841 0.02988092812161321
leaf_weight=0.0018512051676772912 0.0010122880450595675 0.0010716170468700349 0.0012112043819778205 0.0011993887602779099 0.0010730479174194682 0.0015931212118671511
leaf_count=575 150 276 422 329 692 677
internal_value=0 0.00796235 -0.0024706 0.00139294 0.00673366 0.0159333
internal_weight=0 0.00208391 0.00692797 0.00507676 0.00386556 0.00279251
internal_count=3121 426 2695 2120 1698 1006
is_linear=0
shrinkage=0.1


Tree=6394
num_leaves=7
num_cat=0
split_feature=13 0 42 49 1 47
split_gain=1.6297e-05 2.88464e-05 2.95454e-05 5.8152e-05 5.09758e-05 6.3735e-05
threshold=-0.23438999999999996 1.0000000180025095e-35 0.091295000000000015 -0.054319999999999993 0.08844500000000001 0.092530000000000015
decision_type=2 2 2 2 2 2
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leaf_value=0.011381065234829416 -0.027491191579994991 0.011452548256039793 0.0098086533487094091 -0.020852036989972456 0.015489021203058282 -0.014263060656182269
leaf_weight=0.0010951021531153777 0.0011531543103905318 0.0013875179763336029 0.0011904753524732822 0.0010759663010357634 0.0019368405935872215 0.0011460659094176496
leaf_count=169 239 297 646 1303 332 135
internal_value=0 -0.0016371 -0.0044302 -0.00762126 -0.00211181 0.00442873
internal_weight=0 0.00789002 0.0065025 0.00531203 0.00415887 0.00308291
internal_count=3121 2952 2655 2009 1770 467
is_linear=0
shrinkage=0.1


Tree=6395
num_leaves=8
num_cat=0
split_feature=49 151 42 15 16 4 43
split_gain=2.88819e-05 5.45271e-05 5.3557e-05 4.47692e-05 9.51557e-05 5.34997e-05 5.5505e-05
threshold=-0.047584999999999995 -0.0067699999999999991 0.091545000000000015 -0.037864999999999989 -0.072359999999999994 -0.059649999999999988 -0.081374999999999989
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=0.00048610656765166014 0.00011462375936849425 -0.00013423674854473128 -0.00046443378824859632 0.00033447109537847555 -0.00063141302992809391 0.00047595487586084951 -0.00025204434085959152
leaf_weight=0.0011642074378774268 0.0016375553559820613 0.0010238494243878184 0.0010793321481736631 0.0010331152567706276 0.0010980897621313754 0.0012530031481795788 0.0015526492302797889
leaf_count=232 408 171 620 212 441 316 721
internal_value=0 0.000195832 -5.96231e-05 6.83533e-06 -0.000184836 0.000143427 -1.77082e-05
internal_weight=0 0.00218806 0.00765374 0.00657441 0.00273565 0.00383877 0.00258576
internal_count=3121 403 2718 2098 849 1249 933
is_linear=0
shrinkage=0.00196078


Tree=6396
num_leaves=9
num_cat=0
split_feature=42 40 47 47 4 3 0 52
split_gain=3.68357e-05 6.58769e-05 6.16097e-05 9.31714e-05 8.07436e-05 8.69983e-05 8.6205e-05 0.000108801
threshold=-0.093284999999999993 -0.013874999999999998 0.10813000000000002 0.085270000000000026 -0.27825499999999997 -0.10023499999999998 -0.10096999999999999 -0.0064899999999999992
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 7 -7
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leaf_value=-0.00033945169705771011 0.00047804368746331402 -0.00055167555900616542 -0.0004750530712717619 0.00057645619504471913 0.00046973218143743945 -0.00023561192340933683 -0.00054085186126625977 0.00058454908994053892
leaf_weight=0.0011004426405024541 0.0011561946714661363 0.0010310269097214431 0.001011292017193877 0.0010676967883375393 0.0013847955435558113 0.001535260655016807 0.0011925974536703297 0.0010452464068986932
leaf_count=281 293 179 152 193 217 127 1504 175
internal_value=0 3.96556e-05 -2.16491e-05 4.15379e-05 -5.07448e-05 4.93877e-05 -0.000104886 9.65981e-05
internal_weight=0 0.00942411 0.00826792 0.00725662 0.00618893 0.0051579 0.0037731 0.00258051
internal_count=3121 2840 2547 2395 2202 2023 1806 302
is_linear=0
shrinkage=0.00196078


Tree=6397
num_leaves=9
num_cat=0
split_feature=48 16 16 0 13 52 13 4
split_gain=4.00559e-05 0.000119401 5.66427e-05 0.000107451 7.45828e-05 5.62163e-05 4.13374e-05 8.60643e-05
threshold=0.11951500000000001 -0.5048999999999999 0.0065250000000000004 -0.053834999999999994 0.0076650000000000008 0.096795000000000006 -0.084319999999999992 -0.0016099999999999997
decision_type=2 2 2 2 2 2 2 2
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right_child=-2 2 3 5 -6 -7 7 -9
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leaf_weight=0.0010705289484424204 0.0010283310314494658 0.0012337304627465981 0.0011532827928754162 0.0013135706055716575 0.0010563972103726166 0.0010389587513466624 0.0010984393483409744 0.0012742640445686877
leaf_count=192 114 669 425 282 278 44 830 287
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internal_weight=0 0.00923917 0.00816864 0.00350581 0.00466283 0.00235253 0.00360643 0.0023727
internal_count=3121 3007 2815 751 2064 326 1786 1117
is_linear=0
shrinkage=0.00196078


Tree=6398
num_leaves=8
num_cat=0
split_feature=49 1 484 12 42 4 3
split_gain=2.0804e-05 2.26278e-05 3.6905e-05 3.00043e-05 7.60384e-05 3.79622e-05 9.03018e-06
threshold=-0.047584999999999995 0.12337000000000002 0.073690000000000019 0.09334000000000002 0.08623500000000002 -1.0000000180025095e-35 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=6 2 3 4 5 -2 -1
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internal_weight=0 0.00701797 0.00581019 0.00479312 0.00348423 0.00235613 0.00200733
internal_count=3121 2718 2474 2178 1501 956 403
is_linear=0
shrinkage=0.1


Tree=6399
num_leaves=8
num_cat=0
split_feature=52 16 43 0 4 16 13
split_gain=4.74861e-05 4.86222e-05 5.66574e-05 6.33919e-05 7.15112e-05 6.72532e-05 4.13774e-05
threshold=-0.26636999999999994 0.23311500000000004 -0.092909999999999979 -0.030209999999999997 -0.059649999999999988 -0.074319999999999983 -0.084154999999999994
decision_type=2 2 2 2 2 2 2
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leaf_value=-0.00041189332475018229 -0.00034773092347108013 0.00043079376822699358 -0.00048146078650850287 0.00047785264401311949 0.00018472531188918904 0.0003830536521795389 -0.00030209938695272275
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leaf_count=354 379 130 840 187 290 634 307
internal_value=0 3.65626e-05 -1.36411e-05 6.4181e-05 -2.25208e-05 8.4116e-05 -0.000105623
internal_weight=0 0.00944512 0.00837819 0.00679531 0.00561786 0.00455863 0.00278865
internal_count=3121 2767 2637 2258 2071 1231 597
is_linear=0
shrinkage=0.00196078


Tree=6400
num_leaves=8
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split_feature=50 4 151 16 16 52 1
split_gain=2.26949e-05 3.46954e-05 5.14546e-05 7.22948e-05 7.35158e-05 6.63425e-05 2.67448e-05
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decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 3 4 5 -7 -8
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leaf_weight=0.0012936865141590275 0.0011436919625184396 0.0011514090348502875 0.0010474835324392031 0.001359409751179002 0.0014683070960734613 0.0011824425969263529 0.0012630857265422792
leaf_count=385 560 279 645 646 418 61 127
internal_value=0 3.06531e-05 -1.73165e-05 -9.02378e-05 6.89385e-05 -0.000121183 -0.0003665
internal_weight=0 0.00876582 0.00761442 0.00632073 0.00401016 0.00265075 0.00231057
internal_count=3121 2561 2282 1897 1125 479 772
is_linear=0
shrinkage=0.00196078


Tree=6401
num_leaves=7
num_cat=0
split_feature=50 4 151 16 16 52
split_gain=1.77484e-05 2.96743e-05 4.11027e-05 6.33889e-05 5.50516e-05 6.10727e-05
threshold=0.088425000000000017 0.40473500000000007 -0.024429999999999997 -0.08595499999999999 0.064860000000000015 0.091275000000000009
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=0.0011714034143926189 0.0010429865107570739 0.0010489047324971053 0.0019717109504718091 0.001369832982285693 0.0013532597923028842 0.0010858537492101816
leaf_count=385 560 279 557 861 418 61
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internal_weight=0 0.00800097 0.00695206 0.00578066 0.00380895 0.00243911
internal_count=3121 2561 2282 1897 1340 479
is_linear=0
shrinkage=0.1


Tree=6402
num_leaves=9
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split_feature=52 52 160 160 12 4 4 3
split_gain=4.67877e-05 4.96745e-05 4.81071e-05 4.1254e-05 5.21068e-05 4.35448e-05 4.66791e-05 1.18888e-05
threshold=-0.24456499999999998 -0.081934999999999994 1.0000000180025095e-35 -0.079279999999999975 0.10193000000000001 -0.0016099999999999997 0.26790000000000008 -0.082154999999999992
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 7 -7 -5
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leaf_value=-0.00039864441664949423 0.00036703449510490257 -0.00027430112462663254 -0.00041357383697270754 0.00026948947922791249 -0.00027588782117023684 -0.00022431919979087891 0.000328273944554702 0.00057010804048245002
leaf_weight=0.0010408460831626372 0.001496092914563942 0.0013142676688871948 0.0010493906288894924 0.0010215525391550691 0.0010676963879074049 0.0012937182350461636 0.0010769799813634155 0.0010017868861636576
leaf_count=364 397 589 250 533 211 223 207 347
internal_value=0 3.96729e-05 -2.29135e-05 3.75876e-05 0.000112638 0.000207045 2.67173e-05 0.00041833
internal_weight=0 0.00932149 0.00782539 0.006776 0.00546173 0.00439404 0.0023707 0.00202334
internal_count=3121 2757 2360 2110 1521 1310 430 880
is_linear=0
shrinkage=0.00196078


Tree=6403
num_leaves=9
num_cat=0
split_feature=48 16 16 0 160 2 1 4
split_gain=3.98364e-05 0.000125772 5.54042e-05 9.43852e-05 5.92393e-05 5.43181e-05 4.44236e-05 0.000122878
threshold=0.11951500000000001 -0.5048999999999999 0.0065250000000000004 -0.053834999999999994 -1.0000000180025095e-35 0.096540000000000015 0.094385000000000011 -0.03898999999999999
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=0.0006739561863586326 -0.00037643020886243378 -0.00059140756315887203 0.00060709790997134493 -0.00040926535714236984 0.00023315244186748824 0.00019484764612559462 0.00020585089070722159 -0.00073189591322039014
leaf_weight=0.0010483541928679322 0.001002223834999213 0.0010828347602530831 0.0011168008264735244 0.0010751777274458625 0.0010136769053527837 0.0012232697628540357 0.0013838037645933984 0.0010153849234832816
leaf_count=192 114 663 425 132 774 194 324 303
internal_value=0 3.57747e-05 -4.87967e-05 0.00013947 -0.000191818 -8.7747e-05 -6.50356e-05 -0.000249778
internal_weight=0 0.0089593 0.00791095 0.00341525 0.0044957 0.00229845 0.00341287 0.00202906
internal_count=3121 3007 2815 751 2064 326 1401 1077
is_linear=0
shrinkage=0.00196078


Tree=6404
num_leaves=7
num_cat=0
split_feature=49 3 42 15 3 3
split_gain=1.76e-05 2.37441e-05 0.000111876 4.62455e-05 6.57958e-05 9.14198e-06
threshold=-0.047584999999999995 -0.078934999999999991 0.084050000000000014 -0.016799999999999995 0.099930000000000005 0.0022600000000000003
decision_type=2 2 2 2 2 2
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leaf_value=0.014869451856917463 0.0095673348512428699 0.008898772650221853 -0.033756700177003614 0.013674103262795105 -0.022141500130861455 0.0014013395738282043
leaf_weight=0.0010142328167954294 0.0012866309421098578 0.0013677092914504687 0.0011104868701853887 0.0019132548460159371 0.0013638346350356499 0.0010018252566786831
leaf_count=277 870 536 704 436 172 126
internal_value=0 -0.00241995 -0.0105029 0.00175156 -0.00659935 0.00817684
internal_weight=0 0.00704192 0.00239712 0.0046448 0.00273154 0.00201606
internal_count=3121 2718 1574 1144 708 403
is_linear=0
shrinkage=0.1


Tree=6405
num_leaves=7
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split_feature=4 12 52 49 15 1
split_gain=1.90487e-05 2.72562e-05 4.47677e-05 6.50964e-05 5.86405e-05 2.71977e-05
threshold=0.24564500000000003 0.098810000000000023 0.077655000000000016 -0.048674999999999989 -0.016799999999999995 0.111945
decision_type=2 2 2 2 2 2
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leaf_value=0.012879952489071748 -0.0034462409504468841 -0.01726525053340355 0.013890239826557703 -0.031924762887051171 -0.0025667552960837526 0.019419706462221336
leaf_weight=0.0013286763105249048 0.0010099425443910323 0.0010683965007807711 0.0016806729397645112 0.001107540330642527 0.0017640144915766777 0.0010726644664188505
leaf_count=267 150 404 811 539 674 276
internal_value=0 -0.00257201 9.73459e-05 -0.00542172 -0.01389 0.00833106
internal_weight=0 0.0069493 0.0058809 0.00420023 0.00287155 0.00208261
internal_count=3121 2695 2291 1480 1213 426
is_linear=0
shrinkage=0.1


Tree=6406
num_leaves=8
num_cat=0
split_feature=52 13 3 2 0 0 4
split_gain=2.48648e-05 5.55835e-05 5.93809e-05 4.88407e-05 4.25786e-05 5.65919e-05 3.27243e-05
threshold=0.11434500000000002 -0.23438999999999996 0.10893000000000001 0.10613000000000002 -0.077999999999999986 -0.10607499999999999 -0.10429499999999998
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=0.00046192162882111579 -0.00024701495084018999 4.2036524792180119e-05 -0.00046265776916431535 0.00038977766258807908 -7.6011538151858729e-05 -0.00049961592698156878 0.00040816508336441573
leaf_weight=0.0010467945069217712 0.0013572755203029507 0.0017647513857663132 0.0010100496620622477 0.0012909245001607467 0.0010357086373984068 0.0012791383985969688 0.0011138876152396279
leaf_count=137 501 241 89 407 150 1226 370
internal_value=0 3.86868e-05 -2.04289e-05 4.84553e-05 -3.63859e-05 -0.000185583 0.000174881
internal_weight=0 0.00854125 0.00749446 0.00648441 0.00519349 0.00304389 0.0021496
internal_count=3121 2620 2483 2394 1987 1467 520
is_linear=0
shrinkage=0.00196078


Tree=6407
num_leaves=9
num_cat=0
split_feature=159 1 42 151 2 16 0 49
split_gain=2.33034e-05 4.13433e-05 5.6855e-05 6.21861e-05 7.36158e-05 9.93576e-05 7.22591e-05 3.49351e-05
threshold=-1.0000000180025095e-35 0.12958500000000003 0.091735000000000025 -0.06568499999999998 0.088850000000000012 0.15891500000000003 -0.084269999999999984 -0.006494999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 7 -5 -6
right_child=1 -3 -4 4 5 -7 -8 -9
leaf_value=-0.00028046480324776481 -0.00040281765250214674 0.00038610069844337123 -0.00045504174192943775 -0.00050670338353091932 0.0002360383964144422 -0.00020618406689321841 0.00020911557301795747 0.00071005881624380362
leaf_weight=0.0010459122406596645 0.0010163550478063197 0.0010924875748636849 0.001010411191133825 0.0011198254253927484 0.0010186595653723911 0.0010494303945490571 0.0010510827761899249 0.0014466975933994835
leaf_count=509 369 230 467 442 103 233 399 369
internal_value=0 2.91099e-05 -2.14587e-05 4.3909e-05 0.000123764 0.00029911 -0.000160127 0.000514199
internal_weight=0 0.00880495 0.00771246 0.00670205 0.0056857 0.00351479 0.00217091 0.00246536
internal_count=3121 2612 2382 1915 1546 705 841 472
is_linear=0
shrinkage=0.00196078


Tree=6408
num_leaves=7
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split_feature=13 51 47 52 0 3
split_gain=1.6663e-05 2.71813e-05 3.3665e-05 7.35263e-05 4.96502e-05 3.14913e-05
threshold=-0.23438999999999996 0.08955500000000001 0.10904500000000002 -0.088204999999999992 -0.17169499999999996 -0.083924999999999986
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=0.01145428757370583 -0.018558546420476465 -0.015275297965328722 -0.015564752093894449 0.027547543849690877 0.013882388483319583 -0.0056053982651484658
leaf_weight=0.0011041989763753519 0.0011570576359005835 0.0012371241521644165 0.0010520980766795746 0.0011581747206050085 0.0015580563984845051 0.0017726068762891815
leaf_count=169 535 363 126 108 750 1070
internal_value=0 -0.00165696 0.00085836 0.00391876 0.00971259 0.00351083
internal_weight=0 0.00793512 0.00669799 0.0056459 0.00448884 0.00333066
internal_count=3121 2952 2589 2463 1928 1820
is_linear=0
shrinkage=0.1


Tree=6409
num_leaves=9
num_cat=0
split_feature=11 43 15 4 16 13 2 4
split_gain=5.06103e-05 4.96734e-05 7.89134e-05 7.49931e-05 5.48296e-05 0.000104219 5.83298e-05 2.86392e-05
threshold=0.078340000000000007 -0.067199999999999996 -0.053579999999999996 -0.083644999999999983 0.22339500000000004 -0.095304999999999987 0.089885000000000007 0.053925000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -3 -7 -8
right_child=-2 4 3 -5 -6 6 7 -9
leaf_value=0.00067563653465310474 -0.00040886633689174733 0.00047385354308984506 0.00037638083230541643 -0.0003359158628803588 -0.0004832655140600728 -0.00053624339923608044 0.00019110440850755406 -0.00022522005040318669
leaf_weight=0.0010425685525079216 0.001098355217313913 0.001379567008663657 0.0011491163659562238 0.0011242576415251297 0.0010234798518033742 0.0010996362729268818 0.0014098237325440187 0.0011562970698465063
leaf_count=622 208 265 200 462 158 716 312 178
internal_value=0 3.59814e-05 0.000228969 2.41269e-05 -6.94651e-05 1.44772e-05 -0.000158404 3.50811e-06
internal_weight=0 0.00938475 0.00331594 0.00227337 0.0060688 0.00504532 0.00366576 0.00256612
internal_count=3121 2913 1284 662 1629 1471 1206 490
is_linear=0
shrinkage=0.00196078


Tree=6410
num_leaves=7
num_cat=0
split_feature=52 13 2 2 4 2
split_gain=1.58384e-05 4.09368e-05 4.23791e-05 4.002e-05 4.60458e-05 5.73435e-05
threshold=0.11434500000000002 -0.17933499999999997 0.11215000000000001 0.096015000000000017 0.0061450000000000003 0.084245000000000014
decision_type=2 2 2 2 2 2
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leaf_weight=0.0010706187643427217 0.0012512542422192987 0.0010633697270306412 0.0013942428754622404 0.0011911552596116535 0.0018851207938287229 0.0011868279537298552
leaf_count=148 501 580 344 367 277 904
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internal_weight=0 0.00779134 0.00672072 0.00532647 0.00413532 0.0022502
internal_count=3121 2620 2472 2128 1761 1484
is_linear=0
shrinkage=0.1


Tree=6411
num_leaves=8
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split_feature=1 4 159 52 1 1 4
split_gain=5.09157e-05 8.39163e-05 7.04955e-05 9.07003e-05 9.42795e-05 7.51826e-05 7.20649e-05
threshold=0.077565000000000009 -0.083854999999999985 0.04105000000000001 -0.0064899999999999992 0.095695000000000016 0.10937500000000001 0.0061450000000000003
decision_type=2 2 2 2 2 2 2
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right_child=2 -3 -4 4 5 -7 -8
leaf_value=3.9207907178961148e-05 -0.00068844801713784304 -0.00062708389485437524 0.00056639822407933665 0.00061277663671947043 -0.0004461047793126647 0.0002074548049446268 1.4525987510859147e-05
leaf_weight=0.0018819936682859181 0.0010443427992521848 0.0011839044875872496 0.0010001473573173552 0.0013115374977486559 0.0010319698225098916 0.0019657805307214415 0.0012105807172745314
leaf_count=353 340 1283 303 339 164 256 83
internal_value=0 -0.000218082 8.14629e-05 7.57633e-06 0.000174303 -1.75318e-05 -0.000311049
internal_weight=0 0.0030659 0.00756436 0.00656421 0.00430929 0.00299775 0.00225492
internal_count=3121 1636 1485 1182 759 420 423
is_linear=0
shrinkage=0.00196078


Tree=6412
num_leaves=6
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split_feature=48 1 12 2 3
split_gain=1.71648e-05 4.57394e-05 4.2522e-05 5.22003e-05 5.38403e-05
threshold=0.093265000000000015 0.111945 0.090455000000000021 0.092365000000000017 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
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leaf_value=-0.018100931564438063 0.0085145242284100971 0.011868176332454742 0.0056078370752279628 -0.02767978533378861 0.013554468981037703
leaf_weight=0.0011402901505866265 0.0018569390145408071 0.0017358016799841423 0.0018395040786980676 0.0014584896664055808 0.0010160458267095664
leaf_count=1064 353 375 882 329 118
internal_value=0 -0.00227014 -0.00676956 -0.0130681 -0.0031852
internal_weight=0 0.00719013 0.00545433 0.00361483 0.00215634
internal_count=3121 2768 2393 1511 1182
is_linear=0
shrinkage=0.1


Tree=6413
num_leaves=7
num_cat=0
split_feature=43 43 4 150 15 16
split_gain=1.49211e-05 4.74562e-05 3.56523e-05 2.84688e-05 3.48973e-05 2.13951e-05
threshold=-0.067199999999999996 -0.092909999999999979 -0.35136499999999998 0.081835000000000019 -0.036009999999999993 0.062650000000000025
decision_type=2 2 2 2 2 2
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leaf_count=341 188 888 486 173 921 124
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internal_weight=0 0.00323337 0.00579361 0.00479174 0.00369627 0.00201958
internal_count=3121 1353 1768 1580 1407 465
is_linear=0
shrinkage=0.1


Tree=6414
num_leaves=7
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split_feature=4 12 52 49 15 15
split_gain=1.64218e-05 2.56712e-05 3.86288e-05 5.02378e-05 5.20084e-05 2.31013e-05
threshold=0.24564500000000003 0.098810000000000023 0.077655000000000016 -0.048674999999999989 -0.016799999999999995 -0.17952999999999997
decision_type=2 2 2 2 2 2
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internal_weight=0 0.0069418 0.00587448 0.0041901 0.00286863 0.00206782
internal_count=3121 2695 2291 1480 1213 426
is_linear=0
shrinkage=0.1


Tree=6415
num_leaves=8
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split_feature=11 2 52 133 0 4 1
split_gain=3.49954e-05 4.31376e-05 9.71581e-05 0.000106353 6.68985e-05 6.62413e-05 2.47745e-05
threshold=0.078340000000000007 0.10912000000000001 0.084960000000000022 0.061605000000000007 -0.10607499999999999 0.033845000000000007 0.094220000000000012
decision_type=2 2 2 2 2 2 2
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internal_value=0 2.9275e-05 -5.80428e-05 7.17247e-05 -7.98298e-05 0.000239259 -0.000327861
internal_weight=0 0.00904538 0.00638874 0.00496016 0.00387929 0.00265664 0.00201221
internal_count=3121 2913 2361 1562 960 552 759
is_linear=0
shrinkage=0.00196078


Tree=6416
num_leaves=8
num_cat=0
split_feature=14 49 2 4 0 1 4
split_gain=3.35594e-05 7.04302e-05 5.24493e-05 0.000126613 7.92765e-05 3.51365e-05 8.12014e-05
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decision_type=2 2 2 2 2 2 2
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leaf_value=-0.00034132412012881006 -0.00074701316900335193 0.00050419063473544547 0.00027169981613258559 -0.00026445394920773021 0.00041715346335987881 -0.00041541099056685983 0.00043085606980350528
leaf_weight=0.0010218811619439406 0.0010148370409994419 0.001077573915183168 0.0017439687571883557 0.0017751136202985292 0.0013602010604376793 0.0011775886329546247 0.0010149851693975124
leaf_count=161 148 585 347 1345 143 261 131
internal_value=0 3.32976e-05 -2.94502e-05 -0.000112253 8.65372e-06 -0.000131388 -1.15133e-05
internal_weight=0 0.00916427 0.00808669 0.00634273 0.00532789 0.00396769 0.0027901
internal_count=3121 2960 2375 2028 1880 1737 1476
is_linear=0
shrinkage=0.00196078


Tree=6417
num_leaves=9
num_cat=0
split_feature=159 49 4 150 49 42 16 13
split_gain=4.47886e-05 5.14696e-05 5.32212e-05 4.36243e-05 6.22496e-05 6.24557e-05 6.20717e-05 5.90123e-05
threshold=-1.0000000180025095e-35 0.10247500000000002 0.27044500000000005 0.088380000000000014 -0.072814999999999977 0.086325000000000013 0.15891500000000003 -0.0034749999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 -6
right_child=1 -3 -4 -5 5 -7 -8 -9
leaf_value=-0.00037835833823922328 0.00044071188991095947 0.00045110792082003282 0.00040984426761305989 -0.00041159279141567552 0.00051486853443992984 -0.00045956582022775426 -0.00035490165499789449 -7.1343637573739055e-05
leaf_weight=0.0011049177654854263 0.0010122751041417083 0.0010364336435723749 0.0010085019064550059 0.0012049991358991452 0.0012255198056739238 0.0013152708519302918 0.0010995065620734699 0.0014313259210097726
leaf_count=509 165 266 287 198 593 562 187 354
internal_value=0 3.91286e-05 -1.2332e-05 -7.07448e-05 -3.23526e-06 -9.18453e-05 3.69105e-05 0.000199058
internal_weight=0 0.00933383 0.0082974 0.0072889 0.0060839 0.00507162 0.00375635 0.00265685
internal_count=3121 2612 2346 2059 1861 1696 1134 947
is_linear=0
shrinkage=0.00196078


Tree=6418
num_leaves=7
num_cat=0
split_feature=52 13 2 2 4 2
split_gain=1.64726e-05 3.73664e-05 3.60101e-05 3.85177e-05 3.93748e-05 5.37678e-05
threshold=0.11434500000000002 -0.17933499999999997 0.11215000000000001 0.096015000000000017 0.0061450000000000003 0.084245000000000014
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=0.019010312645581715 -0.010686274030123365 0.0054721048938217234 -0.015433730234511417 0.018509114677855872 0.0087505273279275837 -0.025408086133825093
leaf_weight=0.0010701563102429729 0.0012559903421478016 0.0010691655382812498 0.0013915465628000579 0.0011874941844236681 0.0018868240750560751 0.0011930054099000506
leaf_count=148 501 580 344 367 277 904
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internal_weight=0 0.00779819 0.00672804 0.00533649 0.004149 0.00226217
internal_count=3121 2620 2472 2128 1761 1484
is_linear=0
shrinkage=0.1


Tree=6419
num_leaves=8
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split_feature=52 52 160 160 12 0 3
split_gain=3.97742e-05 4.44095e-05 4.49923e-05 5.61592e-05 6.10252e-05 5.41531e-05 4.21313e-05
threshold=-0.24456499999999998 -0.081934999999999994 -0.079279999999999975 1.0000000180025095e-35 0.10193000000000001 -0.077999999999999986 -0.00083499999999999991
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=-0.00037087793650501035 0.00035408012249557363 -0.0003588077925425001 -0.00018906202759470824 -0.00037654956799714747 -0.00030331160042254801 0.00051405952879865057 0.00029751830329639248
leaf_weight=0.0010281737564240912 0.0014233640044088785 0.0012785339968389899 0.0013398165470398674 0.0010244395035356232 0.0010349395191159294 0.0015933643144236398 0.0013980489386948593
leaf_count=364 397 589 786 250 211 366 158
internal_value=0 3.59963e-05 -2.30389e-05 4.41365e-05 0.000124448 0.000226661 5.94027e-05
internal_weight=0 0.00909251 0.00766914 0.00639061 0.00536617 0.00433123 0.00273787
internal_count=3121 2757 2360 1771 1521 1310 944
is_linear=0
shrinkage=0.00196078


Tree=6420
num_leaves=6
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split_feature=48 1 12 2 3
split_gain=1.63542e-05 3.89805e-05 3.74893e-05 4.66313e-05 4.90906e-05
threshold=0.093265000000000015 0.111945 0.090455000000000021 0.092365000000000017 -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=-0.01718952617392026 0.0083131684496325093 0.010843210770573512 0.0052466535309750552 -0.026127613908808175 0.012977440124629923
leaf_weight=0.0011446395789595986 0.0018559215925827016 0.0017348990950976093 0.0018428837526323245 0.0014538567021756908 0.0010202289112161984
leaf_count=1064 353 375 882 329 118
internal_value=0 -0.00221508 -0.00636309 -0.0122755 -0.00297286
internal_weight=0 0.00719651 0.00546161 0.00361873 0.00216487
internal_count=3121 2768 2393 1511 1182
is_linear=0
shrinkage=0.1


Tree=6421
num_leaves=9
num_cat=0
split_feature=48 16 16 0 160 13 1 4
split_gain=4.31524e-05 0.000104417 5.33311e-05 0.000113216 7.31383e-05 6.75754e-05 5.47351e-05 0.000133713
threshold=0.11951500000000001 -0.5048999999999999 0.0065250000000000004 -0.053834999999999994 -1.0000000180025095e-35 -0.029529999999999997 0.094385000000000011 -0.03898999999999999
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=0.00061606762559089211 -0.00039461038993105722 -0.00062430101553961957 0.0006471149271562596 -0.00047450510855434266 0.00025209981089936143 0.00020153109039801556 0.00025441908336222379 -0.00075674886779434204
leaf_weight=0.0010402885033196146 0.0010149068407800154 0.0010992946224924072 0.0011328484080612273 0.0010568820732158929 0.0010156331479934258 0.0012301270051132741 0.00140373812643548 0.0010048424452098245
leaf_count=192 114 663 425 90 774 236 324 303
internal_value=0 3.19312e-05 -4.45692e-05 0.000140209 -0.000184265 -0.000110882 -4.29981e-05 -0.000249631
internal_weight=0 0.00898365 0.00794337 0.00341986 0.00452351 0.00228701 0.00342421 0.00202048
internal_count=3121 3007 2815 751 2064 326 1401 1077
is_linear=0
shrinkage=0.00196078


Tree=6422
num_leaves=8
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split_feature=42 49 47 15 0 13 457
split_gain=1.54474e-05 3.17349e-05 3.40249e-05 5.21248e-05 8.06996e-05 3.25198e-05 3.21504e-05
threshold=0.091735000000000025 -0.00064499999999999985 0.10254000000000001 -0.10203999999999998 -0.083914999999999976 -0.012119999999999997 0.069910000000000014
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 -4 4 5 -7 -8
leaf_value=-0.020814959174531925 -0.010221947689614545 -0.018144531910008976 0.021084793374156342 0.027165519245273773 -0.017324817064533038 0.0077703501732621361 0.0031549536205218729
leaf_weight=0.0010820774474005475 0.0012840242936785883 0.0010176310244098389 0.0011394452059982508 0.001303303981100362 0.001019350018207402 0.0010465173010915797 0.0011588274234266417
leaf_count=354 667 288 142 647 288 518 217
internal_value=0 0.00161834 0.00568871 0.00168967 0.00768043 -0.00461223 -0.00841952
internal_weight=0 0.00776715 0.00552625 0.0043868 0.00336917 0.00206587 0.0022409
internal_count=3121 2454 1883 1741 1453 806 571
is_linear=0
shrinkage=0.1


Tree=6423
num_leaves=7
num_cat=0
split_feature=50 484 43 43 48 4
split_gain=1.56746e-05 2.79456e-05 3.05687e-05 5.40275e-05 4.57027e-05 5.44414e-05
threshold=0.088425000000000017 0.073690000000000019 -0.14968999999999996 -0.00067499999999999993 0.085875000000000021 0.053180000000000012
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=0.011730130843644923 -0.011534965883064789 0.016212510517499192 -0.022452848346927696 -0.0036407111291691802 -0.013277132666194395 0.025159634133136821
leaf_weight=0.0014951020902413525 0.0010508035104461024 0.001105735307361088 0.0012707834565670586 0.0015109815238735539 0.001430883404162784 0.0011604146108774277
leaf_count=212 560 342 1190 434 167 216
internal_value=0 0.0014583 -0.000917048 -0.00443624 0.00114486 0.00886973
internal_weight=0 0.0079739 0.00686817 0.00537306 0.00410228 0.0026714
internal_count=3121 2561 2219 2007 817 650
is_linear=0
shrinkage=0.1


Tree=6424
num_leaves=7
num_cat=0
split_feature=48 2 3 0 43 1
split_gain=1.68231e-05 3.93632e-05 5.46171e-05 3.79881e-05 3.78139e-05 7.74711e-06
threshold=0.092475000000000016 0.11237500000000002 0.088060000000000013 -0.077999999999999986 -0.0037449999999999996 0.084525000000000003
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=-0.022902391675534081 0.0081155424973922835 0.013331490699614562 -0.022624181928150161 0.0036082578615225188 0.0030481644025029337 0.016012759156767885
leaf_weight=0.0010571859075907621 0.0019711958717428509 0.0013055788630354972 0.001457472598839462 0.0010122597310030707 0.0011976050971390911 0.0010017115246601441
leaf_count=1141 365 397 164 260 413 381
internal_value=0 -0.00233762 -0.00591018 -0.000203555 -0.00911907 0.00977802
internal_weight=0 0.00703181 0.00572623 0.00426876 0.00225479 0.00201397
internal_count=3121 2756 2359 2195 1554 641
is_linear=0
shrinkage=0.1


Tree=6425
num_leaves=7
num_cat=0
split_feature=11 48 0 2 3 12
split_gain=1.67573e-05 3.12626e-05 0.000100851 5.61048e-05 3.98481e-05 5.91567e-05
threshold=1.0000000180025095e-35 0.016865000000000002 -0.20211999999999997 0.11237500000000002 0.088060000000000013 0.084100000000000022
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=0.013670484534405059 -0.012030114927757407 -0.0098076549230661277 0.031499767252091353 0.017814988633045797 -0.023696707093832012 -0.013227808427712474
leaf_weight=0.0014008759895103948 0.0010325651520669494 0.001165008091877584 0.0011996910282478417 0.0010875424279240264 0.001135053613414302 0.0019638119374456738
leaf_count=365 244 81 476 340 127 1488
internal_value=0 0.00151097 0.011149 -0.00256811 -0.0074945 -0.0020288
internal_weight=0 0.00795198 0.0023647 0.00558728 0.00449974 0.00336469
internal_count=3121 2877 557 2320 1980 1853
is_linear=0
shrinkage=0.1


Tree=6426
num_leaves=8
num_cat=0
split_feature=52 13 12 1 1 16 16
split_gain=1.67012e-05 3.54842e-05 3.42939e-05 7.12542e-05 5.05352e-05 4.31664e-05 2.55517e-05
threshold=0.11434500000000002 -0.17933499999999997 0.096210000000000004 0.11181500000000001 0.094385000000000011 0.013515000000000001 -0.092124999999999985
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=0.018686952539787718 -0.010864433277637942 -0.0022000152967836129 0.014315959273645394 -0.027355938998931014 0.019383404352806926 0.010972935356204741 -0.024058268593519533
leaf_weight=0.0010590595172864309 0.0012295942690033522 0.0010474227669568118 0.0011967321298677162 0.0010820670338401849 0.0011424229996370755 0.0011056454865209821 0.001092725487229795
leaf_count=148 501 266 466 207 265 272 996
internal_value=0 0.00168323 -0.00101782 -0.00437238 0.00129501 -0.00507156 -0.0133605
internal_weight=0 0.00772608 0.00666702 0.00547028 0.00438822 0.00324579 0.00214015
internal_count=3121 2620 2472 2006 1799 1534 1262
is_linear=0
shrinkage=0.1


Tree=6427
num_leaves=8
num_cat=0
split_feature=159 47 4 13 0 16 1
split_gain=4.22354e-05 5.27981e-05 5.57324e-05 9.08094e-05 0.000136805 6.52829e-05 4.87831e-05
threshold=-1.0000000180025095e-35 0.10254000000000001 -0.35136499999999998 -0.033284999999999988 -0.077809999999999976 -0.083539999999999989 0.094090000000000021
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 5 6 -4 -5
right_child=1 -3 3 4 -6 -7 -8
leaf_value=-0.00037325164074410541 -0.00038702762581843816 0.00034756875945944876 4.0053235073686656e-05 -0.00030349381809994266 0.00078787320638639465 -0.00062222193486227944 0.0002345163509202943
leaf_weight=0.0010664831202271399 0.001388203747806971 0.0017306415894564687 0.0012717637083807178 0.0012128377916956002 0.0011837463378427441 0.0010403724740245682 0.0013912212602835584
leaf_count=509 183 202 475 592 298 703 159
internal_value=0 3.8905e-05 -3.24326e-05 4.82649e-05 0.00023518 -0.000257945 -1.60613e-05
internal_weight=0 0.00921879 0.00748815 0.00609994 0.00378781 0.00231214 0.00260406
internal_count=3121 2612 2410 2227 1049 1178 751
is_linear=0
shrinkage=0.00196078


Tree=6428
num_leaves=8
num_cat=0
split_feature=4 42 43 2 12 12 2
split_gain=2.92985e-05 5.01503e-05 7.52684e-05 5.3183e-05 9.98762e-05 3.36289e-05 5.93026e-05
threshold=0.27287000000000006 0.091735000000000025 0.093175000000000022 0.10327000000000001 0.090455000000000021 0.051320000000000005 0.083215000000000011
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=0.00034526787312402866 0.00022702502417530716 -0.00045657329712651517 0.00049095172535939527 -0.0003870795658366588 0.00049135767030098355 -0.00040971671033332278 -0.00029978948793805504
leaf_weight=0.0010094029637915496 0.0016631129916253309 0.0010597609816384744 0.0010309831685074841 0.0016180825385020596 0.0012843224427914529 0.0012275667177216783 0.0011985831706494768
leaf_count=118 352 562 191 366 334 1009 189
internal_value=0 -5.7746e-05 -3.88774e-07 -8.03142e-05 2.48521e-05 -0.000149543 -4.89506e-06
internal_weight=0 0.0084287 0.00736894 0.00633796 0.00471988 0.00343555 0.00220799
internal_count=3121 2769 2207 2016 1650 1316 307
is_linear=0
shrinkage=0.00196078


Tree=6429
num_leaves=7
num_cat=0
split_feature=43 13 13 457 13 15
split_gain=1.6677e-05 4.62552e-05 4.12255e-05 3.05142e-05 5.08551e-05 5.37096e-05
threshold=-0.067199999999999996 0.18141000000000002 -0.063184999999999977 0.045365000000000009 -0.095304999999999987 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -2 -6
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leaf_value=0.00088506768788609207 0.0066018294344203565 -0.011538789501873361 0.028497646897968222 0.012578611097751241 -0.0046280223505654845 -0.032777100056443666
leaf_weight=0.0011332508977289699 0.0018061061511219522 0.0010468467268572607 0.0010340674688530957 0.0010032821575181282 0.0018933286595102798 0.0010558379846482436
leaf_count=798 290 151 404 142 432 904
internal_value=0 0.00572222 0.0140595 -0.00326925 -0.00661288 -0.0147057
internal_weight=0 0.00321417 0.00216732 0.00575855 0.00475527 0.00294917
internal_count=3121 1353 1202 1768 1626 1336
is_linear=0
shrinkage=0.1


Tree=6430
num_leaves=8
num_cat=0
split_feature=11 4 42 43 15 48 4
split_gain=3.99093e-05 4.22516e-05 7.03224e-05 9.7295e-05 6.4683e-05 7.92957e-05 6.99509e-05
threshold=0.078340000000000007 0.27044500000000005 0.091735000000000025 0.093175000000000022 -0.095244999999999982 0.091545000000000015 -0.076779999999999987
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 -5 5 -7 -8
leaf_value=0.00032379311873364592 -0.00036348659184246766 0.00038514148532413649 -0.00048361800876997526 0.00061637006747600675 -1.0023543825890672e-05 0.00031741590684596023 -0.00056547559427331693
leaf_weight=0.0014462640884210535 0.0010646294891583008 0.0011730240233333985 0.0010608536084888215 0.0010247289824140519 0.0016993751538443313 0.0010600269874601206 0.0017897070458499243
leaf_count=251 208 314 538 184 698 135 793
internal_value=0 3.73931e-05 -1.30857e-05 5.80195e-05 -3.74138e-05 -0.00015225 -0.00029494
internal_weight=0 0.00925398 0.00808096 0.0070201 0.00599537 0.00454911 0.00348908
internal_count=3121 2913 2599 2061 1877 1626 1491
is_linear=0
shrinkage=0.00196078


Tree=6431
num_leaves=7
num_cat=0
split_feature=1 4 150 16 16 51
split_gain=2.95863e-05 6.32414e-05 4.70664e-05 5.8708e-05 4.86205e-05 6.1824e-05
threshold=0.077565000000000009 -0.083854999999999985 0.081835000000000019 -0.36241499999999999 -0.056919999999999991 -0.090529999999999985
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=5.2665521983647866e-05 -0.00040327505265732314 -0.00053907528516299269 0.00035796497592880853 0.00031876208511038325 0.00023452636911105827 -0.00040505594784716412
leaf_weight=0.0018474917462775486 0.0012148320199501924 0.0011125237884223259 0.0016132772363185279 0.001898177502453522 0.0010981805478907235 0.0012339831127111331
leaf_count=353 212 1283 301 388 217 367
internal_value=0 -0.000169741 6.38061e-05 -2.33462e-05 8.57584e-05 -0.000103886
internal_weight=0 0.00296002 0.00705845 0.00544517 0.00423034 0.00233216
internal_count=3121 1636 1485 1184 972 584
is_linear=0
shrinkage=0.00196078


Tree=6432
num_leaves=8
num_cat=0
split_feature=14 15 131 1 150 1 3
split_gain=4.54505e-05 5.448e-05 3.97408e-05 4.88149e-05 6.51525e-05 5.30427e-05 6.31722e-05
threshold=-1.0000000180025095e-35 -0.10653 1.0000000180025095e-35 0.089175000000000018 0.084335000000000007 0.077565000000000009 -0.055119999999999995
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 6 -3
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leaf_value=-0.00039320346091657819 0.00039764119941723583 -0.00023082969216632883 -0.00038261389406520709 -0.00037537549912563368 0.00023960840151526652 0.00054436418159978857 0.0003672480731705346
leaf_weight=0.0010195059907760857 0.0014108535884870561 0.0015375762700439799 0.0010166499982566402 0.0018797848760639599 0.001022615791715289 0.0010897198094816903 0.0012159868963546863
leaf_count=161 388 1230 437 423 156 201 125
internal_value=0 4.32005e-05 -2.12214e-05 3.32445e-05 -0.000158695 0.000178195 3.32844e-05
internal_weight=0 0.00917319 0.00776233 0.00674568 0.0029024 0.00384328 0.00275356
internal_count=3121 2960 2572 2135 579 1556 1355
is_linear=0
shrinkage=0.00196078


Tree=6433
num_leaves=9
num_cat=0
split_feature=159 1 42 151 2 16 0 49
split_gain=2.56351e-05 3.35756e-05 6.82464e-05 7.67551e-05 8.40352e-05 9.45778e-05 6.41803e-05 2.99041e-05
threshold=-1.0000000180025095e-35 0.12958500000000003 0.091735000000000025 -0.06568499999999998 0.088850000000000012 0.15891500000000003 -0.084269999999999984 -0.006494999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 7 -5 -6
right_child=1 -3 -4 4 5 -7 -8 -9
leaf_value=-0.00029578784024953178 -0.00044072663706459764 0.00035199284176662881 -0.00049056019766349789 -0.00048363011485351253 0.00028545596860746198 -0.00016412207211088001 0.00019510377595848062 0.00072653301946235406
leaf_weight=0.0010409735750507238 0.0010122790319939401 0.0010881079390752963 0.0010114721512365608 0.0011200605117688495 0.0010049572471040348 0.0010284568270345091 0.0010265222053569417 0.0014345519454359095
leaf_count=509 369 230 467 442 103 233 399 369
internal_value=0 2.97478e-05 -1.61574e-05 5.62521e-05 0.000145855 0.000334585 -0.000159051 0.000544831
internal_weight=0 0.00872641 0.0076383 0.00662683 0.00561455 0.00346797 0.00214658 0.00243951
internal_count=3121 2612 2382 1915 1546 705 841 472
is_linear=0
shrinkage=0.00196078


Tree=6434
num_leaves=7
num_cat=0
split_feature=1 0 150 16 16 51
split_gain=1.54599e-05 4.35957e-05 2.79659e-05 5.38017e-05 4.15415e-05 5.34364e-05
threshold=0.077565000000000009 0.062580000000000011 0.081835000000000019 -0.36241499999999999 -0.056919999999999991 -0.090529999999999985
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=-0.019451122777634153 -0.020482561674113858 0.0061592718472609194 0.014832946346288265 0.016340327744425724 0.012180647172324574 -0.019553758142774758
leaf_weight=0.0013099656921892783 0.0010981415678464525 0.0013493306204949312 0.0014487800990222593 0.0016899681992655711 0.0010001710409815279 0.0011302096682374303
leaf_count=1565 212 71 301 388 217 367
internal_value=0 -0.00645637 0.00262192 -0.00097494 0.00463244 -0.00465509
internal_weight=0 0.0026593 0.00636727 0.00491849 0.00382035 0.00213038
internal_count=3121 1636 1485 1184 972 584
is_linear=0
shrinkage=0.1


Tree=6435
num_leaves=7
num_cat=0
split_feature=4 12 52 49 15 15
split_gain=1.6585e-05 2.80844e-05 3.56382e-05 4.68666e-05 6.37878e-05 2.19084e-05
threshold=0.24564500000000003 0.098810000000000023 0.077655000000000016 -0.045154999999999994 -0.016799999999999995 -0.17952999999999997
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=0.010225296146385248 0.017967929808984758 -0.017313570499707494 0.012592761293611157 -0.032263305819105352 -0.00074251984743395674 -0.0026678928621318471
leaf_weight=0.0014111394938885638 0.0010477498293459493 0.0010666055229413525 0.0016878412432449032 0.0010061921256429138 0.0017738152074936052 0.0010108239424905241
leaf_count=274 260 404 811 533 673 166
internal_value=0 -0.00238468 0.000323818 -0.00461708 -0.0121511 0.0078351
internal_weight=0 0.00694559 0.00587899 0.00419115 0.00278001 0.00205857
internal_count=3121 2695 2291 1480 1206 426
is_linear=0
shrinkage=0.1


Tree=6436
num_leaves=8
num_cat=0
split_feature=50 4 151 16 16 52 2
split_gain=1.68125e-05 2.74262e-05 3.30537e-05 5.69416e-05 6.04825e-05 4.27403e-05 1.84079e-05
threshold=0.088425000000000017 0.40473500000000007 -0.024429999999999997 -0.079109999999999986 0.064860000000000015 0.091275000000000009 0.090675000000000019
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=0.014665288221140728 -0.011941160898301578 0.016823404398727405 -0.026547996261722717 0.021965562907930149 -0.017244593208497649 0.009469432166624929 -0.007871128190390906
leaf_weight=0.0011602659355934384 0.0010492566849749892 0.0010214179987066098 0.001020866085615611 0.0012140000763195971 0.0013479949349371634 0.0010777381199521591 0.0010924034281061695
leaf_count=385 560 279 526 646 418 61 246
internal_value=0 0.00152811 -0.000731727 -0.003837 0.00374372 -0.00537572 -0.0168934
internal_weight=0 0.00793469 0.00691327 0.005753 0.00363973 0.00242573 0.00211327
internal_count=3121 2561 2282 1897 1125 479 772
is_linear=0
shrinkage=0.1


Tree=6437
num_leaves=9
num_cat=0
split_feature=159 1 42 151 2 16 0 15
split_gain=2.28269e-05 4.16828e-05 6.7306e-05 9.32604e-05 8.07212e-05 0.000112918 6.14903e-05 1.50832e-05
threshold=-1.0000000180025095e-35 0.12811000000000003 0.091545000000000015 -0.044604999999999992 0.088850000000000012 0.071345000000000006 -0.084384999999999988 -0.03241999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 7 -5 -6
right_child=1 -3 -4 4 5 -7 -8 -9
leaf_value=-0.00028212166093418214 -0.00048043171759660163 0.00038486622038015459 -0.00049346247726630543 -0.00046714988784885486 0.00078423556982478966 -0.00011962342167965704 0.0002031815896801508 0.00045133384577385595
leaf_weight=0.0010256781503855924 0.0010722607162574442 0.001094613703644361 0.001018311695140525 0.0011080449422495049 0.0010634020470615129 0.0012756990312955663 0.0010017957475318326 0.0010301821126834933
leaf_count=509 381 237 481 428 233 245 395 212
internal_value=0 2.72228e-05 -2.44941e-05 4.83998e-05 0.000151892 0.000340224 -0.000148863 0.000620426
internal_weight=0 0.00866431 0.0075697 0.00655138 0.00547912 0.00336928 0.00210984 0.00209358
internal_count=3121 2612 2375 1894 1513 690 823 445
is_linear=0
shrinkage=0.00196078


Tree=6438
num_leaves=9
num_cat=0
split_feature=159 1 42 151 2 16 0 15
split_gain=2.67041e-05 4.27026e-05 6.68874e-05 8.79214e-05 9.47621e-05 0.000101933 6.82528e-05 1.49598e-05
threshold=-1.0000000180025095e-35 0.12958500000000003 0.091545000000000015 -0.044604999999999992 0.088850000000000012 0.071345000000000006 -0.084269999999999984 -0.03241999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 7 -5 -6
right_child=1 -3 -4 4 5 -7 -8 -9
leaf_value=-0.00030160421799413606 -0.00046451573066540631 0.00039721920734752639 -0.0004863158164537448 -0.00051241087668324329 0.00078349190067898342 -8.1130225826365207e-05 0.00019247511353552492 0.00045260346972880868
leaf_weight=0.0010416758440783555 0.0010625811556747335 0.0010709090203630403 0.0010271169789574991 0.0010995206533374715 0.0010688591942505303 0.001279246930314195 0.0010162802756840859 0.0010330211466656972
leaf_count=509 382 230 482 436 235 246 389 212
internal_value=0 3.06906e-05 -2.10477e-05 5.18061e-05 0.000151613 0.000355268 -0.000173834 0.000620869
internal_weight=0 0.00865754 0.00758663 0.00655951 0.00549693 0.00338113 0.0021158 0.00210188
internal_count=3121 2612 2382 1900 1518 693 825 447
is_linear=0
shrinkage=0.00196078


Tree=6439
num_leaves=7
num_cat=0
split_feature=11 43 2 13 43 15
split_gain=1.6622e-05 2.73364e-05 4.24569e-05 4.07425e-05 3.75467e-05 5.5333e-05
threshold=1.0000000180025095e-35 -0.067199999999999996 0.089885000000000007 -0.0030199999999999997 0.05259500000000001 -0.074054999999999996
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=0.021158372496708145 -0.011995681424943441 -0.01743882851883868 0.0087436592122571728 -0.0030683961799229244 0.01794417176102274 -0.020746504613329164
leaf_weight=0.0014420645468907643 0.0010309497401216521 0.0014323199839247755 0.0014931355076880824 0.0013384178793536391 0.0011395580007617567 0.0011086832305943551
leaf_count=936 244 845 226 333 229 308
internal_value=0 0.00149978 -0.00279788 0.00949653 0.00280715 -0.00382265
internal_weight=0 0.00795418 0.0051737 0.00278048 0.00374138 0.00260182
internal_count=3121 2877 1608 1269 763 534
is_linear=0
shrinkage=0.1


Tree=6440
num_leaves=8
num_cat=0
split_feature=4 15 150 13 0 0 42
split_gain=2.39539e-05 4.36486e-05 2.97902e-05 4.22966e-05 3.85689e-05 6.89164e-05 0.000160709
threshold=0.24564500000000003 -0.15026499999999995 0.088380000000000014 -0.13710499999999998 -0.019414999999999998 -0.11013499999999998 0.083995000000000014
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=-0.0003440739588156648 0.000434326936989592 -0.00011137316533538966 -0.00035710352529820148 0.00036500916813214239 0.00033252085870395397 -0.00068028310063091815 0.00028049590430607606
leaf_weight=0.0011578510083813673 0.0011900777002120089 0.0010704037757079776 0.0010709348417699939 0.0011526300022187724 0.001528551904984759 0.0013628526204734134 0.0013153880018572425
leaf_count=128 266 160 218 202 237 896 1014
internal_value=0 0.000175922 -5.40298e-05 -4.22801e-06 6.91924e-05 -3.5878e-05 -0.000208407
internal_weight=0 0.00226048 0.00758821 0.00651727 0.00535942 0.00383087 0.00267824
internal_count=3121 426 2695 2477 2349 2112 1910
is_linear=0
shrinkage=0.00196078


Tree=6441
num_leaves=7
num_cat=0
split_feature=1 0 3 13 4 15
split_gain=1.70723e-05 3.65731e-05 2.70436e-05 5.01641e-05 4.75556e-05 7.74218e-05
threshold=0.077565000000000009 0.062580000000000011 -0.10519499999999998 -0.0025349999999999995 0.0061450000000000003 -0.095869999999999983
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=-0.01871710480530988 0.015639549513050376 0.0047703122595397522 0.013400213502749354 -0.024533650413226155 -0.018378622033130794 0.019083324264963359
leaf_weight=0.0013042642844511422 0.0012993385246586669 0.0013483328559045931 0.0017049660697738664 0.0011149919817321449 0.0010774866681739234 0.0011304829832462415
leaf_count=1565 286 71 790 220 103 86
internal_value=0 -0.00677829 0.00277905 -0.000544411 -0.00769921 0.000801937
internal_weight=0 0.0026526 0.00632727 0.00502793 0.00332296 0.00220797
internal_count=3121 1636 1485 1199 409 189
is_linear=0
shrinkage=0.1


Tree=6442
num_leaves=8
num_cat=0
split_feature=42 43 49 457 0 43 3
split_gain=4.47664e-05 5.41146e-05 4.0243e-05 8.44269e-05 7.38278e-05 6.90925e-05 3.78651e-05
threshold=0.091735000000000025 0.093175000000000022 -0.0060549999999999988 0.087995000000000004 -0.10151999999999999 -0.078844999999999985 0.095270000000000007
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=-0.00053909943256422405 -0.00032008070282975743 0.00045506995319249737 0.000638077194451131 0.00020871160841285595 0.00016084188204111262 -0.00041863476324019395 0.00012056062659690235
leaf_weight=0.0013704402003751183 0.0014856161363509543 0.0010983747987272823 0.0010177138568189222 0.0010069064930303951 0.0017152542232425265 0.0014682215267288023 0.001166702641356307
leaf_count=419 667 223 178 105 566 861 102
internal_value=0 4.77702e-05 -9.99013e-06 -0.00022237 8.40692e-05 -0.000106413 0.00036167
internal_weight=0 0.00884361 0.00774524 0.00237735 0.00536789 0.00318348 0.00218442
internal_count=3121 2454 2231 524 1707 1427 280
is_linear=0
shrinkage=0.00196078


Tree=6443
num_leaves=8
num_cat=0
split_feature=42 49 15 12 13 16 15
split_gain=1.8336e-05 3.29449e-05 3.30599e-05 6.00502e-05 7.4065e-05 5.36413e-05 3.26264e-05
threshold=0.091735000000000025 -0.00064499999999999985 -0.037864999999999989 0.051320000000000005 -0.095304999999999987 -0.095964999999999981 -0.031204999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 6 5 -4 -5 -3 -1
right_child=-2 2 3 4 -6 -7 -8
leaf_value=0.0026852721959074854 -0.011114640808511793 0.012702993449092023 0.030456856213695278 0.020818046976089386 -0.016521481651077644 -0.018609756855191086 -0.021704326509673477
leaf_weight=0.0011945696831725519 0.0012825472796087834 0.0010528417846531548 0.0011714797123836881 0.0010687023829811209 0.0010562564099528134 0.0011388881216096581 0.0010140932743849867
leaf_count=291 667 299 160 84 869 471 280
internal_value=0 0.0018 0.0059504 0.012279 0.00225763 -0.00356804 -0.00851305
internal_weight=0 0.00769683 0.00548817 0.00329644 0.00212496 0.00219173 0.00220866
internal_count=3121 2454 1883 1113 953 770 571
is_linear=0
shrinkage=0.1


Tree=6444
num_leaves=7
num_cat=0
split_feature=52 12 1 1 3 16
split_gain=1.65067e-05 2.6921e-05 2.95823e-05 8.7092e-05 2.84353e-05 0.000102411
threshold=0.11434500000000002 0.095110000000000014 0.11181500000000001 0.094090000000000021 0.0051600000000000005 0.013515000000000001
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=-0.030295476633991899 -0.010795379829330773 0.012218249214852013 -0.014176319131718768 0.026673753966371606 0.0082166682021944937 0.012060366660979443
leaf_weight=0.001306946502613357 0.0012305738868481934 0.001843599239929777 0.0014243150251949197 0.0011083686496933722 0.0010230808774876494 0.001013545020079166
leaf_count=1169 501 558 294 259 117 223
internal_value=0 0.0016754 -0.00163228 0.00238094 -0.00567194 -0.0117953
internal_weight=0 0.00771986 0.00587626 0.00445194 0.00334357 0.00232049
internal_count=3121 2620 2062 1768 1509 1392
is_linear=0
shrinkage=0.1


Tree=6445
num_leaves=9
num_cat=0
split_feature=14 15 131 42 12 42 16 52
split_gain=3.4789e-05 5.14501e-05 4.01896e-05 4.75095e-05 7.59313e-05 5.05947e-05 4.96669e-05 8.86963e-05
threshold=-1.0000000180025095e-35 -0.10653 1.0000000180025095e-35 -0.0060199999999999993 0.086700000000000013 0.084635000000000016 -0.08595499999999999 -0.0064899999999999992
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 -6 -5 -8
right_child=1 2 -4 4 5 -7 7 -9
leaf_value=-0.00034957494683732551 0.00037996717175511012 -0.00034572512376943276 -0.0003946962531268612 -0.0004041910034299373 0.00010652794017626153 0.00070726821311066057 -0.00028696567577290419 0.00050982053021244461
leaf_weight=0.001003603016536095 0.0014053446832057474 0.0010964529928816375 0.0010001564489356893 0.0011961333843252212 0.0011531434349609858 0.0010120601031533899 0.0011229444204428033 0.001029631699312231
leaf_count=161 388 575 437 234 133 622 403 168
internal_value=0 3.52723e-05 -2.83785e-05 2.70459e-05 0.000101172 0.000387326 -8.38489e-05 9.41574e-05
internal_weight=0 0.00901587 0.00761052 0.00661037 0.00551391 0.0021652 0.00334871 0.00215258
internal_count=3121 2960 2572 2135 1560 755 805 571
is_linear=0
shrinkage=0.00196078


Tree=6446
num_leaves=7
num_cat=0
split_feature=42 42 15 484 3 3
split_gain=1.63063e-05 3.68527e-05 3.46285e-05 4.4788e-05 4.85031e-05 9.36668e-05
threshold=0.091735000000000025 0.08623500000000002 0.024640000000000006 0.0038100000000000005 -1.0000000180025095e-35 0.10893000000000001
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=-0.019100567969082861 -0.010486419060587423 0.019507211890216914 -0.016416374233133475 0.021454178534891712 0.022713437337562731 -0.011322235007267405
leaf_weight=0.0012005152320452932 0.0012799752687655238 0.001009804873700941 0.0011946255845486104 0.0010044979168902044 0.0015042398693389217 0.0017483561000314332
leaf_count=690 667 510 667 254 134 199
internal_value=0 0.0017069 -0.00099517 0.0023804 -0.00192211 0.00441837
internal_weight=0 0.00766204 0.00665223 0.00545761 0.00445311 0.0032526
internal_count=3121 2454 1944 1277 1023 333
is_linear=0
shrinkage=0.1


Tree=6447
num_leaves=7
num_cat=0
split_feature=1 43 3 13 4 15
split_gain=1.51887e-05 3.35389e-05 2.66026e-05 4.8343e-05 3.98053e-05 6.53329e-05
threshold=0.077565000000000009 0.070450000000000013 -0.10519499999999998 -0.0025349999999999995 0.0061450000000000003 -0.095869999999999983
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=-0.016265500678661438 0.015398329709059994 0.0065308959378309137 0.012995705052740192 -0.023142229837700812 -0.017516260494294028 0.017162973912000345
leaf_weight=0.0014935220762151678 0.0012964291029197795 0.0011364737070759556 0.0017027153411178285 0.0011132127211070544 0.001068764111725503 0.001104799505621253
leaf_count=1424 286 212 790 220 103 86
internal_value=0 -0.00641472 0.00263597 -0.000680098 -0.00776485 0.000110829
internal_weight=0 0.00263 0.00628592 0.00498949 0.00328678 0.00217356
internal_count=3121 1636 1485 1199 409 189
is_linear=0
shrinkage=0.1


Tree=6448
num_leaves=8
num_cat=0
split_feature=48 16 51 42 13 13 0
split_gain=4.39339e-05 0.000108545 4.39551e-05 6.15714e-05 8.64889e-05 7.38449e-05 9.44525e-05
threshold=0.11951500000000001 -0.5048999999999999 0.087505000000000013 0.086325000000000013 -0.13710499999999998 -0.0034749999999999994 -0.10607499999999999
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=0.00061958700431757169 -0.0003919717037295813 -0.0003638638344789752 -0.00040862393430708129 -0.00033425234604236002 0.0006941083809650718 0.00049422480040545928 -0.0001897442307168526
leaf_weight=0.0010865562375767411 0.0010150955981651751 0.0011446374791349986 0.0010810555920047872 0.0015034636295453785 0.0010516442181533608 0.0013301290720522964 0.0018641324027498954
leaf_count=192 114 111 379 910 746 124 545
internal_value=0 3.8191e-05 -4.10209e-05 1.66233e-05 0.000114485 0.000243441 9.50687e-05
internal_weight=0 0.00906162 0.00797506 0.00689401 0.00539054 0.00424591 0.00319426
internal_count=3121 3007 2815 2436 1526 1415 669
is_linear=0
shrinkage=0.00196078


Tree=6449
num_leaves=7
num_cat=0
split_feature=1 15 16 2 0 52
split_gain=3.9689e-05 6.47399e-05 7.21945e-05 3.76394e-05 0.000125658 5.18836e-05
threshold=0.10293500000000001 -0.016799999999999995 -0.061854999999999993 0.092875000000000013 0.089620000000000019 -0.0064899999999999992
decision_type=2 2 2 2 2 2
left_child=3 2 -2 5 -5 -1
right_child=1 -3 -4 4 -6 -7
leaf_value=-0.00026376603802500201 0.00023422933209099362 0.0005742651459439078 -0.00037080694000169909 -0.00081715426395303657 9.1595003306201036e-05 0.00022920512202594616
leaf_weight=0.0014123663491466833 0.0019923373377988517 0.0010042423374210553 0.001224081733434349 0.0010260863940220574 0.0013609209018145664 0.001959761828459786
leaf_count=578 348 177 211 665 77 1065
internal_value=0 0.000139662 3.96896e-06 -0.000110635 -0.000299043 2.27314e-05
internal_weight=0 0.00422066 0.00321642 0.00575914 0.00238701 0.00337213
internal_count=3121 736 559 2385 742 1643
is_linear=0
shrinkage=0.00196078


Tree=6450
num_leaves=7
num_cat=0
split_feature=11 2 52 0 1 4
split_gain=1.61452e-05 2.73888e-05 9.60498e-05 6.20277e-05 3.78804e-05 5.55415e-05
threshold=1.0000000180025095e-35 0.10912000000000001 0.084960000000000022 -0.15090499999999998 0.086560000000000012 0.09173000000000002
decision_type=2 2 2 2 2 2
left_child=1 2 4 -3 -1 -6
right_child=-2 3 -4 -5 5 -7
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leaf_weight=0.0016446961309631416 0.0010354422124442828 0.0010787092732420412 0.0012477405071756372 0.0012293675999122109 0.0016140199998286432 0.0010835016700065801
leaf_count=860 244 90 787 461 547 132
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internal_weight=0 0.00789804 0.00558996 0.00230808 0.00434222 0.00269752
internal_count=3121 2877 2326 551 1539 679
is_linear=0
shrinkage=0.1


Tree=6451
num_leaves=7
num_cat=0
split_feature=42 160 151 16 2 2
split_gain=2.22738e-05 3.96238e-05 4.87733e-05 9.06176e-05 5.71064e-05 8.28122e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 0.16703000000000004 0.086885000000000004 0.11215000000000001
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6
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leaf_value=-0.00022439923499575207 -0.00021061445040085721 -0.00023788307171700997 4.1342010166733244e-05 -0.00024508814793500753 0.0008978179041424357 0.00014062060853750735
leaf_weight=0.0015101501929881906 0.0019176479511318024 0.0012210205042996955 0.0013439753970488407 0.0012907978829040535 0.0012181886127050484 0.0010205093580085258
leaf_count=862 828 300 406 278 274 173
internal_value=0 3.5206e-05 0.000112554 0.000200354 0.000360842 0.00055265
internal_weight=0 0.00801214 0.00609449 0.00487347 0.00358267 0.0022387
internal_count=3121 2259 1431 1131 853 447
is_linear=0
shrinkage=0.00196078


Tree=6452
num_leaves=7
num_cat=0
split_feature=42 51 42 4 4 12
split_gain=1.6284e-05 3.25358e-05 2.22196e-05 4.45402e-05 5.07459e-05 5.66453e-05
threshold=0.091735000000000025 -0.076794999999999988 0.083995000000000014 0.24564500000000003 -1.0000000180025095e-35 0.082850000000000021
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=-0.012300157825064342 -0.010495613873546496 0.020240881413188413 0.017148072953065845 0.018214249141710392 -0.018973063325167201 -0.0099696091652169468
leaf_weight=0.0013625190279464459 0.0012762162755981556 0.001234543704649262 0.0011745789842014034 0.0012594150751888615 0.0013610349297228266 0.0012481418969856398
leaf_count=436 667 230 619 242 259 668
internal_value=0 0.00170723 0.0047474 0.00189316 -0.00345453 0.0050529
internal_weight=0 0.00764023 0.00627771 0.00510314 0.00384372 0.00248269
internal_count=3121 2454 2018 1399 1157 898
is_linear=0
shrinkage=0.1


Tree=6453
num_leaves=7
num_cat=0
split_feature=42 160 151 16 2 2
split_gain=1.48942e-05 3.71864e-05 5.25302e-05 7.97952e-05 5.30325e-05 4.75301e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 0.16703000000000004 0.086885000000000004 0.11177500000000001
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6
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leaf_value=-0.0094764048049638568 -0.010885575165374034 -0.013441623242579501 0.002223193001865389 -0.011457206566587282 0.042982217424462107 0.012807293249664354
leaf_weight=0.0014066517926694779 0.0017790570609513851 0.00114861669400192 0.0012563459053036735 0.0012155819205631919 0.0010672201494575076 0.0010217957885026135
leaf_count=862 828 300 406 278 272 175
internal_value=0 0.00173844 0.00567199 0.0104855 0.0184587 0.0282228
internal_weight=0 0.00748862 0.00570956 0.00456094 0.00334536 0.00208902
internal_count=3121 2259 1431 1131 853 447
is_linear=0
shrinkage=0.1


Tree=6454
num_leaves=7
num_cat=0
split_feature=1 0 15 3 2 3
split_gain=1.66891e-05 3.33446e-05 2.45574e-05 4.69509e-05 3.79249e-05 4.15194e-05
threshold=0.077565000000000009 0.062580000000000011 1.0000000180025095e-35 -0.10519499999999998 1.0000000180025095e-35 0.097915000000000016
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=-0.018197042197464094 0.025041913424992669 0.0044078009577757224 -0.0098245928583792184 -0.012325524255012888 0.023211815358325075 -0.0024373358195911299
leaf_weight=0.0012878981595237284 0.0010198016470661601 0.0013228175777376698 0.001240346884115829 0.0013915498235092137 0.0010726996173576176 0.0015330812019509863
leaf_count=1565 214 71 433 377 246 215
internal_value=0 -0.00674345 0.00277476 0.00588959 0.00100344 0.00812143
internal_weight=0 0.00261072 0.00625748 0.00501713 0.00399733 0.00260578
internal_count=3121 1636 1485 1052 838 461
is_linear=0
shrinkage=0.1


Tree=6455
num_leaves=7
num_cat=0
split_feature=11 43 0 160 52 1
split_gain=1.84461e-05 2.66429e-05 4.32034e-05 3.453e-05 2.9322e-05 0.000103078
threshold=1.0000000180025095e-35 -0.04890499999999999 -0.053834999999999994 1.0000000180025095e-35 0.077655000000000016 0.10612500000000001
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=0.019726548846177663 -0.012600847482106792 0.011922184809683947 -0.0055916719302963706 -0.01876666498907929 0.015699883676028033 -0.026516636694623327
leaf_weight=0.0016618450897545615 0.0010303317706369967 0.0017199781972381954 0.0011338280243671378 0.0010585539015628091 0.0010708864862208987 0.0011736752745954587
leaf_count=1166 244 568 205 185 550 203
internal_value=0 0.00163373 0.00945836 -0.00272118 0.00156305 -0.00366873
internal_weight=0 0.00781877 0.00279567 0.00502309 0.00396454 0.00289365
internal_count=3121 2877 1371 1506 1321 771
is_linear=0
shrinkage=0.1


Tree=6456
num_leaves=7
num_cat=0
split_feature=1 0 150 16 16 0
split_gain=1.64277e-05 2.82213e-05 2.2017e-05 6.03417e-05 3.77862e-05 4.07447e-05
threshold=0.077565000000000009 0.062580000000000011 0.081835000000000019 -0.27167499999999994 -0.056919999999999991 -0.062294999999999996
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=-0.017271259172111184 -0.020505101985891484 0.00355132154496084 0.013708687172751574 0.017427774040235624 -0.016649029541882628 0.01141792213458187
leaf_weight=0.0012808925630956587 0.001144428005401584 0.0013233638663167091 0.0014199439335690336 0.0015849904206892414 0.0010703684788182868 0.0010008693254569296
leaf_count=1565 218 71 301 382 348 236
internal_value=0 -0.00669018 0.00276968 -0.000465875 0.00580656 -0.00308644
internal_weight=0 0.00260426 0.0062206 0.00480066 0.00365623 0.00207124
internal_count=3121 1636 1485 1184 966 584
is_linear=0
shrinkage=0.1


Tree=6457
num_leaves=7
num_cat=0
split_feature=50 4 151 16 16 52
split_gain=1.79941e-05 2.82181e-05 3.7611e-05 6.54408e-05 5.54874e-05 3.75468e-05
threshold=0.088425000000000017 0.40473500000000007 -0.024429999999999997 -0.084119999999999986 0.064860000000000015 0.091275000000000009
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=0.015798907182074527 -0.01241199345594393 0.01727361967228121 -0.019067788614149421 0.020120555419117069 -0.016748944900048354 0.0085030705260999134
leaf_weight=0.0011483117484030938 0.0010341988740181244 0.0010039555591793365 0.001915549696680327 0.0013227314114835956 0.0013130395052966459 0.0010675456602238591
leaf_count=385 560 279 606 812 418 61
internal_value=0 0.00162887 -0.000692127 -0.00406235 0.00369925 -0.00542497
internal_weight=0 0.00777113 0.00676718 0.00561887 0.00370332 0.00238059
internal_count=3121 2561 2282 1897 1291 479
is_linear=0
shrinkage=0.1


Tree=6458
num_leaves=7
num_cat=0
split_feature=11 2 52 133 0 16
split_gain=3.96418e-05 4.16968e-05 9.29918e-05 0.000116375 7.34305e-05 5.11331e-05
threshold=0.078340000000000007 0.10912000000000001 0.084960000000000022 0.061605000000000007 -0.10607499999999999 -0.074319999999999983
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=0.00019729545742465512 -0.00037054361014152745 -7.110313890513334e-05 -0.00050262286832040927 0.0006584095724690446 -0.00034784741335901285 0.00048894156485722328
leaf_weight=0.0018521532020757353 0.0010318994385952887 0.0011046066998134652 0.0013668242851142213 0.0010381008695344433 0.001950307846575043 0.0014489540003840449
leaf_count=201 208 244 799 602 759 308
internal_value=0 3.5775e-05 -5.0986e-05 7.65422e-05 -8.2312e-05 0.00024668
internal_weight=0 0.00876095 0.00620739 0.00484056 0.00380246 0.00255356
internal_count=3121 2913 2361 1562 960 552
is_linear=0
shrinkage=0.00196078


Tree=6459
num_leaves=7
num_cat=0
split_feature=1 42 3 151 16 2
split_gain=1.73335e-05 3.28692e-05 2.93696e-05 5.28379e-05 6.12306e-05 3.131e-05
threshold=0.12500000000000003 0.088915000000000008 -0.12018999999999998 -0.0083949999999999979 -0.078844999999999985 0.097845000000000015
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=0.014476850675431495 0.010497163740461321 -0.015898510346564559 -0.021520834683469693 0.018418299573897415 -0.020273311520861301 0.0040620242039457752
leaf_weight=0.0013159268074083019 0.0013293924622479634 0.0013691528514025286 0.0011092863809755923 0.0015592031851277442 0.0010228844009942768 0.001094321258330185
leaf_count=251 279 810 383 699 491 208
internal_value=0 -0.00189592 0.00124614 -0.00239192 0.00337987 -0.00769509
internal_weight=0 0.00747077 0.00610162 0.0047857 0.00367641 0.00211721
internal_count=3121 2842 2032 1781 1398 699
is_linear=0
shrinkage=0.1


Tree=6460
num_leaves=7
num_cat=0
split_feature=11 2 52 4 1 4
split_gain=1.76051e-05 2.63279e-05 8.45452e-05 4.97876e-05 3.48381e-05 4.59157e-05
threshold=1.0000000180025095e-35 0.10912000000000001 0.084960000000000022 0.033845000000000007 0.083835000000000007 0.09173000000000002
decision_type=2 2 2 2 2 2
left_child=1 2 4 -3 -1 -6
right_child=-2 3 -4 -5 5 -7
leaf_value=0.017718019605821308 -0.012371279901165766 0.026133078929176434 -0.025263328862532044 -0.0035765767530007739 -0.011205000458958806 0.014873476960590543
leaf_weight=0.0013614347506842256 0.0010202350060851779 0.0010850668468083673 0.0012274452762438314 0.0011747364460036464 0.0018451441717732041 0.0010647360617063104
leaf_count=792 244 240 787 311 615 132
internal_value=0 0.00160193 -0.00213247 0.0106888 0.00451463 -0.00166279
internal_weight=0 0.00775856 0.00549876 0.0022598 0.00427131 0.00290988
internal_count=3121 2877 2326 551 1539 747
is_linear=0
shrinkage=0.1


Tree=6461
num_leaves=7
num_cat=0
split_feature=47 4 12 52 4 15
split_gain=3.53356e-05 9.13401e-05 4.0356e-05 4.88318e-05 7.34455e-05 4.62877e-05
threshold=0.12431000000000002 0.24564500000000003 0.09857500000000001 0.077655000000000016 -0.04890499999999999 -0.026084999999999994
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=-0.00045046796882739545 -0.00034636111846334466 0.00040664897909322497 -0.00042428888236436266 0.00029324842545521194 -0.00012402335033242129 0.00040934073180942632
leaf_weight=0.0015891855879282247 0.0010600539489762353 0.001951302812845849 0.0010693469988302829 0.0015100511702830543 0.0016090761970989438 0.0010234772140474732
leaf_count=565 91 402 398 784 609 272
internal_value=0 3.26896e-05 -7.46024e-05 -9.36342e-06 -0.000117603 8.33365e-05
internal_weight=0 0.00875244 0.00680114 0.00573179 0.00422174 0.00263255
internal_count=3121 3030 2628 2230 1446 881
is_linear=0
shrinkage=0.00196078


Tree=6462
num_leaves=9
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split_feature=4 15 12 52 160 4 160 43
split_gain=4.85556e-05 5.04651e-05 4.28508e-05 5.09187e-05 5.31791e-05 4.30521e-05 5.43023e-05 0.000133536
threshold=0.24564500000000003 -0.15026499999999995 0.10124000000000001 -0.12005499999999998 0.050340000000000003 -1.0000000180025095e-35 -0.067824999999999983 -0.0037449999999999996
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=-0.00043123633174387054 0.0004959785547465266 -7.0374767766706616e-05 -0.00044944878236446171 -8.9676175881093435e-05 -0.00030663233911845932 -0.00015081830920692411 -3.518810144421869e-05 0.00093888990441552092
leaf_weight=0.0010184410212997373 0.001308330516440532 0.0011250356213963403 0.0010594982253033973 0.0011062897470015599 0.0013033356294858385 0.0013651539897842325 0.0010991755311760103 0.0010657058101247634
leaf_count=419 266 160 343 461 259 319 551 343
internal_value=0 0.000234132 -8.20968e-05 -2.61607e-05 4.32953e-05 0.000141665 0.000263727 0.000444321
internal_weight=0 0.00243337 0.0080176 0.0069581 0.00593966 0.00463633 0.00327117 0.00216488
internal_count=3121 426 2695 2352 1933 1674 1355 894
is_linear=0
shrinkage=0.00196078


Tree=6463
num_leaves=7
num_cat=0
split_feature=42 43 4 47 1 16
split_gain=1.61847e-05 3.66939e-05 6.44023e-05 4.45287e-05 3.76095e-05 3.26257e-05
threshold=-1.0000000180025095e-35 -0.074359999999999996 -0.27825499999999997 0.077555000000000013 0.10234000000000001 0.013515000000000001
decision_type=2 2 2 2 2 2
left_child=-1 5 -3 4 -4 -2
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leaf_value=-0.0099039146060383252 0.00059990521165082314 -0.025068142186280319 -0.00019756222799985489 -0.014511711355309403 0.021646006193757832 0.026091950349189194
leaf_weight=0.0013976408558033634 0.0010023415356333536 0.0010219020596449494 0.0019370859000051573 0.0011076149189582548 0.0013290205810617759 0.0010058780775291302
leaf_count=862 630 198 748 142 268 273
internal_value=0 0.00182896 -0.00246594 0.00281497 0.00869087 0.0133684
internal_weight=0 0.00740384 0.00539562 0.00437372 0.00326611 0.00200822
internal_count=3121 2259 1356 1158 1016 903
is_linear=0
shrinkage=0.1


Tree=6464
num_leaves=9
num_cat=0
split_feature=11 4 150 49 42 16 0 4
split_gain=3.69041e-05 3.88634e-05 5.805e-05 4.43916e-05 7.32571e-05 5.92159e-05 5.6145e-05 4.62201e-05
threshold=0.078340000000000007 0.27287000000000006 0.088380000000000014 -0.026779999999999995 0.086325000000000013 -0.088394999999999987 -0.083674999999999986 -0.14098499999999997
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=0.00043041074256440211 -0.00035684127742782685 0.00038304899664430141 -0.00043355983969914743 -0.00029157159743087042 -0.00041199183484608159 0.00062953991974492327 0.00033178177085684593 -0.00023603479851269397
leaf_weight=0.0010239347041533188 0.0010332859493479415 0.0010811326421550447 0.0010885924167325142 0.0010522037526882978 0.001348152021106587 0.0010016339640796781 0.0011965990380976867 0.0010217975222962616
leaf_count=194 208 301 226 333 861 369 122 507
internal_value=0 3.48362e-05 -1.38472e-05 5.49177e-05 -1.34905e-05 0.000112261 0.000244221 7.02444e-05
internal_weight=0 0.00881405 0.00773291 0.00664432 0.00562039 0.00427223 0.00322003 0.0022184
internal_count=3121 2913 2612 2386 2192 1331 998 629
is_linear=0
shrinkage=0.00196078


Tree=6465
num_leaves=7
num_cat=0
split_feature=3 51 15 13 0 0
split_gain=1.7952e-05 3.55727e-05 3.70549e-05 5.56899e-05 3.63235e-05 5.53756e-05
threshold=0.13524500000000003 0.087505000000000013 -0.11713499999999999 -0.033284999999999988 -0.10607499999999999 -0.019414999999999998
decision_type=2 2 2 2 2 2
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leaf_weight=0.0010918124360451116 0.001320847132751715 0.0010728434430131569 0.0018998783982234831 0.0012460693506808201 0.0011043212815542848 0.001062364597929741
leaf_count=364 192 373 1194 163 651 184
internal_value=0 -0.00193377 0.000889246 0.00433752 0.0119766 0.0041529
internal_weight=0 0.00747729 0.00640445 0.00531263 0.00341276 0.00216669
internal_count=3121 2929 2556 2192 998 835
is_linear=0
shrinkage=0.1


Tree=6466
num_leaves=8
num_cat=0
split_feature=1 13 3 52 3 4 4
split_gain=3.14833e-05 4.07884e-05 5.02485e-05 3.88463e-05 9.96222e-05 4.7232e-05 7.44901e-05
threshold=0.10937500000000001 -0.059629999999999996 0.11296500000000002 0.10160000000000001 0.090900000000000009 -0.076779999999999987 0.053180000000000012
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=-2.7790199172878202e-05 0.00037229935540031528 0.00018068066000362772 -0.00041746168943696991 -0.00048636815430923378 0.0003838921667730004 -0.00079371311957567785 -6.5224493650912341e-05
leaf_weight=0.0019175050034189603 0.0010663105333754215 0.0011675373684524822 0.0010045883142618117 0.0012675263925281625 0.0012337757729925583 0.0011449117160869829 0.001020802351063744
leaf_count=826 300 188 60 493 138 846 270
internal_value=0 5.82259e-05 -9.59547e-05 -0.000177909 -0.000104375 -0.000251909 -0.000450342
internal_weight=0 0.00323844 0.00217213 0.00658452 0.00531699 0.00408322 0.00216571
internal_count=3121 548 248 2573 2080 1942 1116
is_linear=0
shrinkage=0.00196078


Tree=6467
num_leaves=7
num_cat=0
split_feature=1 15 12 3 1 3
split_gain=1.57307e-05 2.62433e-05 4.00388e-05 7.77306e-05 8.01386e-05 2.61468e-05
threshold=0.077565000000000009 1.0000000180025095e-35 0.09334000000000002 0.10893000000000001 0.094385000000000011 -0.055119999999999995
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=-0.01568960211155588 0.0023972028454797133 -0.01044469550974577 -0.011991690588781282 -0.0086850703913532463 0.037719695887522921 0.0044867271780679296
leaf_weight=0.0014342354673926427 0.0012415141665239938 0.001232328322125738 0.0010026707876483205 0.001388985842571213 0.0013307913864819376 0.0011632172679667723
leaf_count=1479 252 433 225 202 373 157
internal_value=0 0.00261685 0.00585944 0.0103779 0.0206714 -0.00665404
internal_weight=0 0.00619629 0.00496396 0.00396129 0.00257231 0.00259745
internal_count=3121 1485 1052 827 625 1636
is_linear=0
shrinkage=0.1


Tree=6468
num_leaves=7
num_cat=0
split_feature=484 160 42 16 151 2
split_gain=2.89745e-05 5.06901e-05 5.96959e-05 5.20947e-05 6.5305e-05 7.74133e-05
threshold=0.084040000000000017 -1.0000000180025095e-35 -1.0000000180025095e-35 0.033715000000000009 -0.0083949999999999979 0.088850000000000012
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=-0.00040861127326439757 0.00028767599300657208 -0.0003686071093655629 -0.00020315023136447644 -0.0001765049837623774 3.9091798474574105e-06 0.00061853349270328626
leaf_weight=0.0012622708542377467 0.0011359806597141054 0.0012822516457458404 0.0010741838753199331 0.0018724397878608651 0.0013784091683886426 0.001839021262630212
leaf_count=632 368 713 235 386 438 349
internal_value=0 -4.52722e-05 1.63198e-05 9.63926e-05 0.000215458 0.000355217
internal_weight=0 0.00870858 0.00744631 0.00616405 0.00429161 0.00321743
internal_count=3121 2753 2121 1408 1022 787
is_linear=0
shrinkage=0.00196078


Tree=6469
num_leaves=7
num_cat=0
split_feature=3 51 15 52 43 16
split_gain=1.59159e-05 3.10231e-05 3.20074e-05 5.27317e-05 4.57395e-05 6.86031e-05
threshold=0.13524500000000003 0.087505000000000013 -0.11713499999999999 -0.088204999999999992 -0.0037449999999999996 -0.11676499999999999
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=-0.014891714622020555 0.0099849477544565329 -0.017681530959778858 -0.012479799546903566 -0.0029109319748419757 -0.000204406127375647 0.034777408972683575
leaf_weight=0.0010881720320940992 0.0013261438570350845 0.0010678933300952943 0.0014295857864287504 0.0016079388787338133 0.0010138987229865969 0.001253939953031317
leaf_count=364 192 373 530 1128 120 414
internal_value=0 -0.00190402 0.000731245 0.00393564 0.00999049 0.0191378
internal_weight=0 0.00746143 0.00639354 0.00530536 0.00387578 0.00226784
internal_count=3121 2929 2556 2192 1662 534
is_linear=0
shrinkage=0.1


Tree=6470
num_leaves=8
num_cat=0
split_feature=133 42 42 3 1 0 3
split_gain=2.99169e-05 5.9288e-05 3.75284e-05 4.43398e-05 7.58196e-05 6.43797e-05 5.42223e-05
threshold=0.09389500000000002 0.091295000000000015 -0.025789999999999997 -0.10831999999999999 0.094090000000000021 -0.15090499999999998 0.084940000000000015
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=-0.00035325577625966459 -0.00032175109549108092 0.00041014829628338242 0.00033906376154450559 -0.00066071167427131415 -0.00010551135786092012 0.00052488022022262576 -3.4814531087585384e-05
leaf_weight=0.0012122917945422886 0.0010311541223466123 0.0013426413053812597 0.0013419803163889563 0.0010327506348610026 0.0014620072327853136 0.0010851687354166287 0.0010978248827072743
leaf_count=563 539 408 223 847 118 316 107
internal_value=0 3.17452e-05 -3.85062e-05 2.48801e-05 -6.52547e-05 0.000163053 -0.000338205
internal_weight=0 0.00857466 0.00723202 0.00601973 0.00467775 0.00254718 0.00213058
internal_count=3121 2582 2174 1611 1388 434 954
is_linear=0
shrinkage=0.00196078


Tree=6471
num_leaves=8
num_cat=0
split_feature=43 133 4 15 151 3 13
split_gain=3.16118e-05 0.000120561 8.82117e-05 7.56443e-05 6.61282e-05 5.75358e-05 0.00010184
threshold=-0.04890499999999999 -0.0061299999999999992 -0.35136499999999998 -0.015039999999999998 -0.0083949999999999979 -0.077774999999999983 -0.016469999999999995
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=-0.00052650186581224229 -0.00071235248606032304 -0.0004977246760808023 -0.00043872081006500566 0.00047466672372197975 0.00017444918220098796 0.00042155589488336625 0.00030949590497439112
leaf_weight=0.0010276374898508084 0.0010312041578748815 0.0010381695744708349 0.001077903122352071 0.0016247523466941189 0.0018145761009380861 0.0015313158414891272 0.0012317139784303191
leaf_count=589 745 172 124 395 230 495 371
internal_value=0 -9.66256e-05 1.76668e-05 0.000136116 -5.4053e-05 0.000128129 -7.07471e-05
internal_weight=0 0.00658661 0.0055554 0.00451723 0.00289248 0.00379067 0.00225935
internal_count=3121 1666 921 749 354 1455 960
is_linear=0
shrinkage=0.00196078


Tree=6472
num_leaves=8
num_cat=0
split_feature=4 15 13 13 16 43 4
split_gain=3.48924e-05 6.04605e-05 2.67805e-05 5.11621e-05 4.87539e-05 4.81646e-05 0.000117722
threshold=0.24564500000000003 -0.15026499999999995 -0.13710499999999998 -0.084034999999999985 -0.079109999999999986 -0.17390999999999998 -0.033174999999999989
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=-0.00032390890886314412 0.0005048902865704563 -0.00013290982913061503 0.00037658597372937521 -0.00041290167873371156 0.00037084552086804939 -0.00061350401945817017 0.00021444487982825129
leaf_weight=0.0013053029362032733 0.0012256875234215568 0.0010705139180265169 0.0010638094804468756 0.0013690830234580039 0.0010720294587032776 0.0011060738652907008 0.0016380786550915167
leaf_count=166 266 160 588 613 118 693 517
internal_value=0 0.000207541 -6.84671e-05 -1.51105e-05 -9.5471e-05 1.84095e-05 -0.000119273
internal_weight=0 0.0022962 0.00755438 0.00624907 0.00518527 0.00381618 0.00274415
internal_count=3121 426 2695 2529 1941 1328 1210
is_linear=0
shrinkage=0.00196078


Tree=6473
num_leaves=7
num_cat=0
split_feature=4 42 43 0 15 1
split_gain=1.63619e-05 2.34298e-05 6.8081e-05 4.77309e-05 4.56149e-05 1.41689e-05
threshold=0.24564500000000003 -1.0000000180025095e-35 -0.074359999999999996 -0.084144999999999984 -0.015039999999999998 0.11212500000000002
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -2
right_child=5 2 3 -5 -6 -7
leaf_value=-0.015315028164259045 -0.00055639913906025925 0.017353357943847205 -0.010043794040668144 -0.01996641205443277 0.018045398134989742 0.016163669189962412
leaf_weight=0.0011736133706979242 0.0010173969059590318 0.0016418851643152134 0.0013166643323599845 0.001634595117620952 0.0010307048605272991 0.0010099376649052056
leaf_count=797 154 785 200 618 295 272
internal_value=0 -0.0024632 0.000218782 -0.00684633 0.00228987 0.00777288
internal_weight=0 0.00679746 0.00562385 0.00398196 0.00234737 0.00202733
internal_count=3121 2695 1898 1113 495 426
is_linear=0
shrinkage=0.1


Tree=6474
num_leaves=8
num_cat=0
split_feature=52 51 52 43 43 15 2
split_gain=3.94872e-05 3.71328e-05 6.11155e-05 4.58341e-05 8.29534e-05 6.9679e-05 4.0456e-05
threshold=-0.24456499999999998 -0.076794999999999988 -0.046924999999999988 -0.14968999999999996 -0.0037449999999999996 -0.082809999999999981 0.10559
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 -6 -7
right_child=1 2 3 4 5 6 -8
leaf_value=-0.00036716914343563976 -0.00029336341702874725 0.00043299711577178107 0.00033772965216950378 -0.0005684663789513318 -0.00028408766785247014 0.00048518663659676589 -3.563975328317469e-05
leaf_weight=0.0010269867687644459 0.0011263365149865572 0.0015695354054699063 0.0012286858017519636 0.0010697425096924417 0.0014760530430832654 0.0013268017548426236 0.0010097988539183029
leaf_count=364 359 416 180 1008 253 421 120
internal_value=0 3.91121e-05 8.78685e-05 -7.72366e-07 -8.59585e-05 4.9422e-05 0.000260103
internal_weight=0 0.00880695 0.00768062 0.00611108 0.0048824 0.00381265 0.0023366
internal_count=3121 2757 2398 1982 1802 794 541
is_linear=0
shrinkage=0.00196078


Tree=6475
num_leaves=8
num_cat=0
split_feature=13 12 47 52 0 4 16
split_gain=4.60982e-05 4.32333e-05 4.73109e-05 7.06556e-05 9.64779e-05 6.33325e-05 4.73482e-05
threshold=-0.23438999999999996 -0.010834999999999999 0.10904500000000002 -0.0064899999999999992 -0.083914999999999976 -0.014149999999999998 -0.29154999999999992
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 5 6 -3 -5
right_child=1 2 -4 4 -6 -7 -8
leaf_value=0.00034373227610474434 0.00027500923889238162 -0.0006800049543877907 -0.00050181715055808889 6.0173456993143829e-05 -0.00028812755189431031 -5.7707232537809431e-05 0.00060806789384642722
leaf_weight=0.001232435118565787 0.0012613759946703195 0.001036115906052804 0.0010572087910960971 0.0011396265041796975 0.0014426536775302597 0.0015993073320343945 0.001296077461063853
leaf_count=169 345 462 139 156 834 433 583
internal_value=0 -6.108e-05 -0.000117075 -5.46296e-05 0.000113711 -0.000302363 0.000351717
internal_weight=0 0.00883237 0.00757099 0.00651378 0.00387836 0.00263542 0.0024357
internal_count=3121 2952 2607 2468 1573 895 739
is_linear=0
shrinkage=0.00196078


Tree=6476
num_leaves=9
num_cat=0
split_feature=159 1 42 151 2 16 0 15
split_gain=2.9258e-05 4.78328e-05 4.54032e-05 6.37339e-05 7.84934e-05 8.84144e-05 7.57321e-05 1.82782e-05
threshold=-1.0000000180025095e-35 0.12811000000000003 0.091545000000000015 -0.044604999999999992 0.088850000000000012 0.071345000000000006 -0.084804999999999978 -0.03241999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 7 -5 -6
right_child=1 -3 -4 4 5 -7 -8 -9
leaf_value=-0.00031956145930227308 -0.00040363561740483554 0.00041486783681481164 -0.00040773922163895839 -0.00053703943257155443 0.00074529298712939281 -9.6933460245717705e-05 0.00021175752556887344 0.0003750374257268181
leaf_weight=0.0010146338446307976 0.0010545270801048416 0.0010971473124212145 0.0010211443597979708 0.0010747151984986385 0.0010365777115880161 0.0012651340166920824 0.0010048034237851735 0.0010141243870435766
leaf_count=509 381 237 481 410 233 245 413 212
internal_value=0 3.2566e-05 -2.35764e-05 3.72442e-05 0.000123415 0.000310707 -0.000175228 0.000562192
internal_weight=0 0.00856817 0.00747103 0.00644988 0.00539535 0.00331584 0.00207952 0.0020507
internal_count=3121 2612 2375 1894 1513 690 823 445
is_linear=0
shrinkage=0.00196078


Tree=6477
num_leaves=8
num_cat=0
split_feature=48 48 1 12 2 3 13
split_gain=2.92355e-05 9.23694e-05 4.73271e-05 4.84605e-05 5.88829e-05 4.1515e-05 2.46837e-05
threshold=0.11951500000000001 0.093265000000000015 0.111945 0.090455000000000021 0.092755000000000018 -1.0000000180025095e-35 -0.084154999999999994
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=-0.00029874698465351418 -0.00032391252202343092 0.00058552406671591732 0.0002293965549636468 0.00033712278431673404 -0.00055242532649146814 0.0002209283213438352 -9.7360148664487502e-05
leaf_weight=0.0012940311569491546 0.0010013029590200022 0.0010168297158596835 0.0018691085271941143 0.00100257092719191 0.0015498992575902529 0.0010878827615753569 0.0010083159542654441
leaf_count=1077 114 239 375 102 315 119 780
internal_value=0 2.96215e-05 -4.27379e-05 -0.00012833 -0.000254958 -6.13976e-05 0.000119261
internal_weight=0 0.00882864 0.00781181 0.0059427 0.00393181 0.00238191 0.00201089
internal_count=3121 3007 2768 2393 1511 1196 882
is_linear=0
shrinkage=0.00196078


Tree=6478
num_leaves=7
num_cat=0
split_feature=3 13 48 2 13 15
split_gain=1.53226e-05 2.87085e-05 5.54205e-05 7.04146e-05 5.23228e-05 4.53892e-05
threshold=0.13524500000000003 -0.095539999999999986 0.091545000000000015 0.084245000000000014 0.0027400000000000007 -0.016799999999999995
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=-0.016637456392137619 0.0097414182485003331 -0.0046559744895023772 0.02006387019023792 -0.026887446347745481 0.0016038844948584677 0.022039429018091528
leaf_weight=0.0011203728506601375 0.0013389119432848469 0.0013316189114108137 0.0012024385899377489 0.0015630354492977992 0.0010969017329750393 0.0012208394673789797
leaf_count=217 192 303 283 1249 381 496
internal_value=0 -0.00186786 0.000711704 -0.00375261 -0.0151382 0.00811242
internal_weight=0 0.00753521 0.00641483 0.0052124 0.00265994 0.00255246
internal_count=3121 2929 2712 2429 1630 799
is_linear=0
shrinkage=0.1


Tree=6479
num_leaves=7
num_cat=0
split_feature=4 150 48 15 3 13
split_gain=1.63562e-05 2.2049e-05 3.37631e-05 4.63453e-05 5.63992e-05 2.94394e-05
threshold=0.27044500000000005 0.088380000000000014 0.083985000000000018 -0.016799999999999995 -0.08824499999999999 -0.086589999999999986
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=-0.019897535497881036 0.0094197484884011098 -0.015421621590350935 0.013810191642811718 -0.014252248654918621 0.00043452832711351119 0.023279878977774671
leaf_weight=0.0013022514056561141 0.001497600075206989 0.0010554898537083468 0.0014128798365448175 0.0013239859121598773 0.0011392045678714623 0.0011172873528731886
leaf_count=568 365 233 446 481 253 775
internal_value=0 -0.00204612 0.000196344 -0.003743 0.00213255 0.0117463
internal_weight=0 0.0073511 0.00629561 0.00488273 0.00358048 0.00225649
internal_count=3121 2756 2523 2077 1509 1028
is_linear=0
shrinkage=0.1


Tree=6480
num_leaves=7
num_cat=0
split_feature=50 4 4 1 4 0
split_gain=1.62835e-05 2.61526e-05 2.76972e-05 2.6226e-05 5.1108e-05 3.83855e-05
threshold=0.088425000000000017 0.27834500000000006 0.098655000000000007 0.094090000000000021 -0.083854999999999985 0.14486500000000005
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=0.0216732325921049 -0.0118291439459563 0.015279077695436447 -0.013388363217873907 0.013625361985725457 -0.015309360241586113 -0.0054720467910799675
leaf_weight=0.0010577598800942372 0.0010429539967195525 0.0011670202249546152 0.0014103558991619474 0.0014888025164875593 0.0016359638671810577 0.001026428217811657
leaf_count=391 560 315 206 415 1189 45
internal_value=0 0.00147656 -0.000956902 0.00240899 -0.00207979 0.00830463
internal_weight=0 0.00778633 0.00661931 0.00520895 0.00372015 0.00208419
internal_count=3121 2561 2246 2040 1625 436
is_linear=0
shrinkage=0.1


Tree=6481
num_leaves=7
num_cat=0
split_feature=49 4 1 484 2 3
split_gain=1.49324e-05 3.0217e-05 2.61057e-05 3.78549e-05 5.08628e-05 5.75314e-05
threshold=-0.043469999999999995 0.0061450000000000003 0.12337000000000002 0.065750000000000017 0.10613000000000002 -0.078934999999999991
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=-0.0048153475795964761 -0.017288694722946304 0.019486695248181522 0.011282959614680394 0.012436555177201554 -0.023814138704249647 0.010409669301824879
leaf_weight=0.0010179846110861526 0.0013192540650618374 0.001028634462131842 0.0011631639722351969 0.0010016388327830222 0.001543418870229281 0.0017375334827019124
leaf_count=269 1193 156 241 303 387 572
internal_value=0 0.0073989 -0.00234964 -0.00518031 -0.00901617 -0.00154444
internal_weight=0 0.00204662 0.00676501 0.00560185 0.00460021 0.00305679
internal_count=3121 425 2696 2455 2152 1765
is_linear=0
shrinkage=0.1


Tree=6482
num_leaves=7
num_cat=0
split_feature=4 42 43 151 12 1
split_gain=1.40382e-05 2.38147e-05 5.77077e-05 4.66959e-05 6.02878e-05 1.17687e-05
threshold=0.24564500000000003 -1.0000000180025095e-35 -0.084004999999999982 -0.0038099999999999996 0.086850000000000024 0.11212500000000002
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=-0.015286993972206725 -0.00039212060625300204 0.020075069130983104 0.013940907322799288 -0.021906264792256228 0.0050043967043112772 0.014869477651634168
leaf_weight=0.001162564599456766 0.0010109298191862833 0.0011813795295806378 0.0010222442665743427 0.0019522823805435943 0.0014513987456319353 0.0010101670869332919
leaf_count=797 154 391 225 534 748 272
internal_value=0 -0.00226129 0.000439328 -0.00480189 -0.010431 0.0072358
internal_weight=0 0.00676987 0.0056073 0.00442593 0.00340368 0.0020211
internal_count=3121 2695 1898 1507 1282 426
is_linear=0
shrinkage=0.1


Tree=6483
num_leaves=8
num_cat=0
split_feature=160 16 42 151 16 2 2
split_gain=1.37032e-05 9.25447e-05 4.18852e-05 4.86723e-05 6.69316e-05 5.35216e-05 4.34226e-05
threshold=-1.0000000180025095e-35 -0.004174999999999999 -1.0000000180025095e-35 -0.0083949999999999979 0.16703000000000004 0.086885000000000004 0.11177500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 -4 5 -5 -7
right_child=2 -3 3 4 -6 6 -8
leaf_value=-0.028867750237209718 -0.015496825764163769 0.014100103700713618 -0.012917669958196099 0.0010966310245290785 -0.009886595456252735 0.041605326551109038 0.01262320455648394
leaf_weight=0.0010000870636968241 0.0011293064355598825 0.0010049695306656604 0.0011335614537927958 0.0012272145478358777 0.0012064839364026533 0.0010588769226102448 0.0010101056833829627
leaf_count=652 720 318 300 406 278 272 175
internal_value=0 -0.00733151 0.00208111 0.00560311 0.0102658 0.017642 0.0274559
internal_weight=0 0.00200506 0.00676555 0.00563624 0.00450268 0.0032962 0.00206898
internal_count=3121 970 2151 1431 1131 853 447
is_linear=0
shrinkage=0.1


Tree=6484
num_leaves=7
num_cat=0
split_feature=1 0 15 3 2 1
split_gain=1.43049e-05 3.35215e-05 2.54919e-05 4.43506e-05 3.55832e-05 3.95524e-05
threshold=0.077565000000000009 0.024095000000000002 1.0000000180025095e-35 -0.10519499999999998 0.089775000000000008 0.11181500000000001
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=-0.018927221037302201 0.024560433635539541 0.0039742317364269966 -0.010389912929118455 -0.0096645037596963523 0.023291407352798828 -0.0036138603461697855
leaf_weight=0.0011597127736766284 0.0010003723191044454 0.0014238632273157702 0.0012187952860159366 0.0017464865070748567 0.0010642291521492028 0.0011228782437777613
leaf_count=1553 214 83 433 446 171 221
internal_value=0 -0.00630575 0.00256095 0.0057601 0.000978887 0.00947803
internal_weight=0 0.00258358 0.00615276 0.00493397 0.00393359 0.00218711
internal_count=3121 1636 1485 1052 838 392
is_linear=0
shrinkage=0.1


Tree=6485
num_leaves=8
num_cat=0
split_feature=48 16 15 47 0 1 2
split_gain=3.87883e-05 9.86305e-05 4.34592e-05 8.11662e-05 8.08779e-05 5.05708e-05 4.64063e-05
threshold=0.11951500000000001 -0.5048999999999999 -0.11713499999999999 0.085270000000000026 -0.10607499999999999 0.081670000000000006 0.097220000000000015
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=0.00060940479746993722 -0.00037239282271090389 -0.00040382357987831495 0.0002478477523554345 0.00045151984490261548 -0.00041033984149981944 -0.00059414299436249239 0.00015355893973563521
leaf_weight=0.0010124927634000943 0.0010065940799052668 0.001092760249081416 0.00178555358258562 0.0013278721118149097 0.0010028942262829677 0.0011863601078299325 0.0012736847410460882
leaf_count=192 114 361 263 195 1061 586 349
internal_value=0 3.42139e-05 -4.17239e-05 1.84443e-05 -9.1124e-05 -0.000265904 -9.48536e-05
internal_weight=0 0.00868162 0.00766913 0.00657636 0.00524849 0.00346294 0.00227658
internal_count=3121 3007 2815 2454 2259 1996 1410
is_linear=0
shrinkage=0.00196078


Tree=6486
num_leaves=7
num_cat=0
split_feature=11 13 13 16 16 1
split_gain=1.71296e-05 2.69986e-05 3.44167e-05 5.39193e-05 7.51143e-05 2.62459e-05
threshold=1.0000000180025095e-35 -0.084034999999999985 0.11217000000000001 0.033715000000000009 -0.079109999999999986 0.077845000000000011
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=0.00053215402708943016 -0.012287123094687557 -0.015019962008571686 0.011539659607560704 -0.025414761170330636 0.016760328346456962 0.022150864678213877
leaf_weight=0.0011874002779617132 0.0010129640068973446 0.0015489052138018006 0.0013596802517749605 0.0011299598597047482 0.0014306522260225238 0.0010654653445095468
leaf_count=519 244 683 195 451 712 317
internal_value=0 0.00154352 -0.00225147 -0.00681442 0.000239533 0.0107565
internal_weight=0 0.00772206 0.0054692 0.00410952 0.00297956 0.00225287
internal_count=3121 2877 2041 1846 1395 836
is_linear=0
shrinkage=0.1


Tree=6487
num_leaves=8
num_cat=0
split_feature=376 50 43 47 4 1 0
split_gain=4.42414e-05 6.28935e-05 6.29995e-05 7.59449e-05 0.000183723 9.0832e-05 5.37802e-05
threshold=0.048375000000000008 0.088425000000000017 -0.074359999999999996 0.077555000000000013 -0.062539999999999984 0.10089500000000001 -0.077999999999999986
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=-6.171608519895682e-05 0.00037561072984410775 -0.00048207943011017079 -0.00064486601294859447 -0.00052102191229512354 -2.2843592286807393e-05 0.00068629430674703364 0.00048663037677038957
leaf_weight=0.0012241204497125088 0.0010292306634121272 0.0011497602653570546 0.0011414225994789608 0.0013402078225078452 0.0015872300956903426 0.0012346094218948973 0.0015691202548610607
leaf_count=591 166 537 748 173 372 242 292
internal_value=0 -5.29431e-05 7.99569e-06 -0.000117526 1.89194e-05 0.000287418 0.000246321
internal_weight=0 0.00924647 0.00809671 0.00530347 0.00396326 0.00282184 0.00279324
internal_count=3121 2955 2418 1535 1362 614 883
is_linear=0
shrinkage=0.00196078


Tree=6488
num_leaves=8
num_cat=0
split_feature=1 42 48 2 2 2 12
split_gain=3.86097e-05 6.37855e-05 4.83587e-05 7.96772e-05 7.43444e-05 6.67754e-05 4.60679e-05
threshold=0.077565000000000009 0.084050000000000014 0.11951500000000001 0.113445 0.092755000000000018 1.0000000180025095e-35 0.096475000000000019
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=3.5739423149179569e-06 -0.00021791669804754738 -0.00060307758571992909 -0.00032461001082740193 0.00058386282712791508 -0.00045453845461619212 0.00052828129245501281 0.00030705481305856028
leaf_weight=0.0019843484678301803 0.0017524384044889292 0.0010032428763018493 0.0010478757205853867 0.0012025840795256365 0.0010063634996325148 0.0012008831611704934 0.0010148380893398152
leaf_count=824 557 812 98 274 243 154 159
internal_value=0 -0.000200142 6.4871e-05 0.000130942 2.1449e-05 0.000142164 -2.53949e-05
internal_weight=0 0.00298759 0.00722498 0.00617711 0.00497452 0.00396816 0.00276728
internal_count=3121 1636 1485 1387 1113 870 716
is_linear=0
shrinkage=0.00196078


Tree=6489
num_leaves=8
num_cat=0
split_feature=16 4 0 1 0 52 16
split_gain=1.46511e-05 5.97907e-05 7.60704e-05 3.38378e-05 2.94384e-05 4.30629e-05 6.53952e-05
threshold=0.38525000000000004 -0.35136499999999998 -0.060129999999999996 0.085110000000000005 -0.10151999999999999 -0.0064899999999999992 -0.44310499999999992
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=-0.023484078825582969 0.010085708942342621 -0.018330716309599669 0.026488497276940484 -0.0095946179834748152 -0.013594810216761231 -0.0033218568477555938 0.032009536189459023
leaf_weight=0.0010811973769848738 0.0012217707064133129 0.0011217690695880453 0.0010548157127202003 0.001163886989650021 0.0010259174669561351 0.0010447261590894792 0.0010507759025320928
leaf_count=142 311 1468 258 162 549 133 98
internal_value=0 -0.00171853 0.00192326 -0.00286895 0.0011785 0.00582851 0.0143948
internal_weight=0 0.00754309 0.00646189 0.00540708 0.00428531 0.00325939 0.0020955
internal_count=3121 2810 2668 2410 942 393 231
is_linear=0
shrinkage=0.1


Tree=6490
num_leaves=7
num_cat=0
split_feature=11 2 3 52 133 0
split_gain=3.05397e-05 3.9942e-05 6.70462e-05 6.10578e-05 0.000118095 7.00881e-05
threshold=0.078340000000000007 0.10912000000000001 0.12178000000000001 0.084960000000000022 0.061605000000000007 -0.10607499999999999
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=0.00016412464595449961 -0.00032492510978050993 0.00057492340251241053 -5.4063041583144304e-05 -0.00042050619738765908 0.00062764388962755575 -0.00036931410629669289
leaf_weight=0.0018248668517480693 0.0010316324832090459 0.001203628483789629 0.0014205187455589366 0.0013643822520689828 0.0010598485150138609 0.0019684343689580532
leaf_count=201 208 390 162 799 602 759
internal_value=0 3.15786e-05 0.000234437 -5.40389e-05 4.89873e-05 -0.000112689
internal_weight=0 0.00884168 0.00262415 0.00621753 0.00485315 0.0037933
internal_count=3121 2913 552 2361 1562 960
is_linear=0
shrinkage=0.00196078


Tree=6491
num_leaves=7
num_cat=0
split_feature=3 13 48 2 3 52
split_gain=2.54614e-05 3.6367e-05 4.25659e-05 3.35678e-05 4.22611e-05 4.03328e-05
threshold=0.13524500000000003 -0.10278499999999999 0.092475000000000016 0.084245000000000014 -0.078934999999999991 -0.0064899999999999992
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=-0.00038792354715692077 0.0002354279845312876 -0.00019080960376403251 0.00035688838948610486 -0.00045472602259378597 0.0002943044137531703 -6.6578103881081907e-06
leaf_weight=0.0010401134061629692 0.0014633281479883775 0.0011777850558754501 0.0011124354345213496 0.0013601283929025577 0.001668492892607327 0.0017873798052964397
leaf_count=160 192 486 271 679 336 997
internal_value=0 -4.54858e-05 4.6356e-06 -6.07419e-05 9.3565e-05 -0.000200281
internal_weight=0 0.00814633 0.00710622 0.00599379 0.00284628 0.00314751
internal_count=3121 2929 2769 2498 822 1676
is_linear=0
shrinkage=0.00196078


Tree=6492
num_leaves=8
num_cat=0
split_feature=48 16 15 15 16 42 3
split_gain=3.63197e-05 9.65217e-05 4.36901e-05 7.2354e-05 6.84514e-05 4.25798e-05 5.16773e-05
threshold=0.11951500000000001 -0.5048999999999999 -0.11713499999999999 -0.094549999999999981 -0.088394999999999987 0.086665000000000006 -0.016324999999999996
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=0.00060867802329854124 -0.00035577033732797251 -0.00039979000448374304 0.00050576167790177646 -0.00050447214542364367 0.00042374904695724659 -0.000308020803845199 -6.1386803457781492e-05
leaf_weight=0.0010094964620551827 0.0010005611271509248 0.0010905913316059694 0.0010135616699917197 0.0010898767821438367 0.001485126664690084 0.0010207912947278498 0.0019560110283680984
leaf_count=192 114 361 159 409 913 720 253
internal_value=0 3.87841e-05 -3.63608e-05 2.40095e-05 -6.39413e-05 4.36634e-05 0.000147988
internal_weight=0 0.00866546 0.00765596 0.00656537 0.00555181 0.00446193 0.00344114
internal_count=3121 3007 2815 2454 2295 1886 1166
is_linear=0
shrinkage=0.00196078


Tree=6493
num_leaves=7
num_cat=0
split_feature=52 160 2 52 2 0
split_gain=1.5237e-05 8.81856e-05 4.07899e-05 3.49919e-05 8.85673e-05 4.0813e-05
threshold=-0.046924999999999988 -1.0000000180025095e-35 0.089885000000000007 0.10347000000000002 0.10613000000000002 -0.084269999999999984
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=-0.0078372863433070258 -0.028319167653307116 -0.0015724759299281085 0.016132973271668991 0.019406684078170873 -0.02380874161380513 0.024127530370082986
leaf_weight=0.0012419777017020107 0.0011145134963915868 0.0014947828690737395 0.0016571383087308879 0.0010141009851717402 0.0012095734012383687 0.0010533622244895573
leaf_count=404 743 493 549 204 210 518
internal_value=0 -0.00299264 0.00586414 0.00292267 -0.0015259 0.00905149
internal_weight=0 0.00588633 0.00289912 0.00477182 0.00375772 0.00254815
internal_count=3121 2168 953 1425 1221 1011
is_linear=0
shrinkage=0.1


Tree=6494
num_leaves=6
num_cat=0
split_feature=1 42 0 1 3
split_gain=1.55941e-05 2.959e-05 3.03948e-05 5.27404e-05 4.44346e-05
threshold=0.12500000000000003 0.088915000000000008 -0.084269999999999984 0.094385000000000011 -0.078724999999999976
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -4
right_child=-2 -3 4 -5 -6
leaf_value=-0.019758971321564466 0.0099448365488777057 -0.015096529667749218 0.019454523627778372 0.0056468973345904921 -0.0065995544206966768
leaf_weight=0.0014296963420919217 0.0013217060600422253 0.0013734064632155386 0.0016308446187609312 0.0019069786732845886 0.0010935032568218147
leaf_count=857 279 810 684 225 266
internal_value=0 -0.00184329 0.00115985 -0.00523899 0.00899689
internal_weight=0 0.00743443 0.00606102 0.00333668 0.00272435
internal_count=3121 2842 2032 1082 950
is_linear=0
shrinkage=0.1


Tree=6495
num_leaves=8
num_cat=0
split_feature=43 133 3 16 2 4 4
split_gain=3.54831e-05 6.67167e-05 6.26793e-05 6.11872e-05 5.95623e-05 5.86365e-05 5.14679e-05
threshold=-0.063379999999999978 -0.0061299999999999992 -0.077774999999999983 0.064860000000000015 0.11215000000000001 0.053180000000000012 -0.083644999999999983
decision_type=2 2 2 2 2 2 2
left_child=2 -2 6 4 5 -3 -1
right_child=1 3 -4 -5 -6 -7 -8
leaf_value=0.00024360700114796867 -0.00054881211102325003 2.4535063373614632e-05 0.00046773076462591843 -0.00039060282756332856 -0.00020330443336917124 0.00060118778597305464 -0.00035565708653894165
leaf_weight=0.0010986415532026192 0.0010261822675388986 0.0015367570123814419 0.0014521265709572027 0.0012255960571805101 0.0015340706817485701 0.0012131359331487047 0.0011054177357181865
leaf_count=224 751 417 462 219 223 116 709
internal_value=0 -8.97769e-05 0.00015144 -4.27942e-06 0.000106244 0.00027893 -5.69462e-05
internal_weight=0 0.00653574 0.00365619 0.00550956 0.00428396 0.00274989 0.00220406
internal_count=3121 1726 1395 975 756 533 933
is_linear=0
shrinkage=0.00196078


Tree=6496
num_leaves=7
num_cat=0
split_feature=484 160 16 0 1 43
split_gain=1.43966e-05 3.29551e-05 4.17288e-05 6.00188e-05 5.83906e-05 3.7679e-05
threshold=0.084040000000000017 -1.0000000180025095e-35 -0.056919999999999991 -0.20211999999999997 0.090405000000000013 -0.074359999999999996
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=-0.017581293940119772 0.011180217583387848 -0.013333661604183139 0.0036055231785693054 -0.0030605885263546087 0.02591277842036311 -0.020042044908359233
leaf_weight=0.0010969726475986855 0.0010084334988292067 0.0010139397816594214 0.001319262585495512 0.0011239422953202617 0.0018250483532088917 0.0013771531247120273
leaf_count=632 368 89 395 834 406 397
internal_value=0 -0.00152107 0.00112448 0.00765409 0.0148702 -0.00847211
internal_weight=0 0.00775632 0.00665935 0.00396293 0.00294899 0.00269642
internal_count=3121 2753 2121 1329 1240 792
is_linear=0
shrinkage=0.1


Tree=6497
num_leaves=7
num_cat=0
split_feature=13 12 0 48 15 15
split_gain=1.72856e-05 3.33197e-05 4.54065e-05 6.91966e-05 3.47531e-05 3.88781e-05
threshold=-0.23438999999999996 -0.010834999999999999 -0.053834999999999994 0.085845000000000019 1.0000000180025095e-35 -0.098289999999999975
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=0.011917958825125207 0.014505830461106487 0.0020036892880097887 -0.019144715700898082 -0.017143420448456809 -0.0052542948106576734 0.028530458990047976
leaf_weight=0.0010599365551730733 0.0010882884424885499 0.0010697817730349593 0.0015829707915823044 0.0015661702731681699 0.0012316789695039129 0.001142635023874338
leaf_count=169 345 141 389 319 1063 695
internal_value=0 -0.00170496 -0.00438074 0.000283876 0.00820878 0.0157038
internal_weight=0 0.00768153 0.00659324 0.00501027 0.0034441 0.00221242
internal_count=3121 2952 2607 2218 1899 836
is_linear=0
shrinkage=0.1


Tree=6498
num_leaves=7
num_cat=0
split_feature=49 3 42 2 15 4
split_gain=1.47254e-05 2.79412e-05 0.000100372 4.77619e-05 4.8246e-05 2.46825e-05
threshold=-0.043469999999999995 -0.078934999999999991 0.084050000000000014 0.10613000000000002 -0.016799999999999995 0.0061450000000000003
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=-0.0037117174245194576 0.0081578140990104433 -0.0020242146939445037 -0.033575069052554168 -0.010226820215909259 0.025230608544164014 0.018408820015082594
leaf_weight=0.0010004133173470576 0.0012435496741131592 0.0013563015867351109 0.0010740819352323642 0.0017806739120045968 0.0012463165551302282 0.0010174351028202834
leaf_count=269 867 403 698 397 331 156
internal_value=0 -0.00230244 -0.0111829 0.00239301 0.0110273 0.00744185
internal_weight=0 0.00670092 0.00231763 0.00438329 0.00260262 0.00201785
internal_count=3121 2696 1565 1131 734 425
is_linear=0
shrinkage=0.1


Tree=6499
num_leaves=8
num_cat=0
split_feature=4 15 42 43 151 12 1
split_gain=3.19901e-05 5.4807e-05 3.12137e-05 5.30646e-05 5.56979e-05 5.59602e-05 4.43876e-05
threshold=0.24564500000000003 -0.15026499999999995 -1.0000000180025095e-35 -0.084004999999999982 -0.0038099999999999996 0.086850000000000024 0.094385000000000011
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=-0.00034060303081441035 0.00048294099781698882 -0.00012858039603108718 0.00034396655637869888 0.00027829689768161994 -0.00072346190653611289 6.2259641261088882e-05 -0.00015915239968017657
leaf_weight=0.0013029156779132828 0.0012223313513398245 0.0010453655915293823 0.0013086084070247682 0.0011432038827747207 0.0010041829523571174 0.0015949728207824976 0.0011491972042027808
leaf_count=797 266 160 391 225 394 748 140
internal_value=0 0.000201041 -6.47191e-05 -6.74426e-06 -0.000100568 -0.000216117 -0.000422306
internal_weight=0 0.0022677 0.00750308 0.00620017 0.00489156 0.00374835 0.00215338
internal_count=3121 426 2695 1898 1507 1282 534
is_linear=0
shrinkage=0.00196078


Tree=6500
num_leaves=6
num_cat=0
split_feature=42 160 43 16 0
split_gain=1.71585e-05 3.12496e-05 3.65061e-05 4.60207e-05 6.3776e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 -0.056919999999999991 -0.20211999999999997
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
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leaf_weight=0.0013797508989055593 0.0017481082002411144 0.0014639117382499777 0.0010050780489440894 0.0014154631415185504 0.0017003967193368432
leaf_count=862 828 482 89 322 538
internal_value=0 0.0018796 0.00553185 0.00071308 0.00835682
internal_weight=0 0.00733296 0.00558485 0.00412094 0.00270547
internal_count=3121 2259 1431 949 627
is_linear=0
shrinkage=0.1


Tree=6501
num_leaves=8
num_cat=0
split_feature=52 160 2 2 4 0 4
split_gain=2.42042e-05 6.25442e-05 4.70181e-05 4.23616e-05 3.78136e-05 5.7992e-05 4.29316e-05
threshold=-0.046924999999999988 -1.0000000180025095e-35 0.10222000000000002 0.084245000000000014 -0.055319999999999994 0.089620000000000019 0.24564500000000003
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -3 -6
right_child=1 4 -4 -5 6 -7 -8
leaf_value=0.00025787113162016991 -0.0004741118454705165 0.00054254539781606933 0.00047864903358341192 -0.00030102497590784753 -0.00038158196210599609 -9.3792013819774127e-05 9.4889808862868156e-05
leaf_weight=0.0010024536007412273 0.0012171577982983276 0.0010670871610396946 0.001032561095847801 0.0010865238579304212 0.0013548692966321944 0.0011376556414098848 0.0015690030242679581
leaf_count=219 743 806 366 368 297 43 279
internal_value=0 -7.45284e-05 0.000136365 -3.28232e-05 2.03035e-05 0.000214193 -0.000125899
internal_weight=0 0.00634577 0.00312154 0.00208898 0.00512862 0.00220474 0.00292387
internal_count=3121 2168 953 587 1425 849 576
is_linear=0
shrinkage=0.00196078


Tree=6502
num_leaves=8
num_cat=0
split_feature=3 39 457 3 3 1 1
split_gain=1.6326e-05 2.75203e-05 4.29811e-05 4.45547e-05 3.65423e-05 4.67002e-05 3.52069e-05
threshold=0.13524500000000003 0.0046100000000000004 0.080930000000000016 -0.074084999999999998 -0.14847999999999997 0.08844500000000001 0.095695000000000016
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=-0.016109106682519497 0.010271534427094171 0.01288042464229487 0.01372480007699562 -0.0069829015444954389 -0.0084779728315161045 0.021395624965123927 -0.032732856563780097
leaf_weight=0.0010121041812149898 0.0013044558603208991 0.0010813809776350465 0.0010857303431149002 0.0011113750075999397 0.00100809251817757 0.0010881282354578959 0.0010167346939532738
leaf_count=232 192 335 176 383 1291 348 164
internal_value=0 -0.00186136 -0.00438288 -0.00813736 -0.000504932 0.00702913 -0.0192853
internal_weight=0 0.00740355 0.00632216 0.00523643 0.00310832 0.00209622 0.00212811
internal_count=3121 2929 2594 2418 1871 1639 547
is_linear=0
shrinkage=0.1


Tree=6503
num_leaves=8
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split_feature=2 52 3 52 3 0 4
split_gain=3.89529e-05 6.21425e-05 7.39395e-05 6.12074e-05 7.08796e-05 6.22967e-05 4.78947e-05
threshold=0.10912000000000001 0.0031350000000000002 0.11296500000000002 0.10160000000000001 0.090900000000000009 -0.077999999999999986 0.053180000000000012
decision_type=2 2 2 2 2 2 2
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right_child=1 -3 -4 -5 -6 -7 -8
leaf_value=-0.00055840282354504645 0.0003489798367545114 0.00057268751711172779 -0.00039501360632789387 -0.00052955896858939311 0.00038602391320365504 0.00013987365540295963 -2.1822463682495214e-05
leaf_weight=0.0014831578725525794 0.0010318837905526818 0.001010107481846568 0.0010224312644057272 0.0010399591583158934 0.0013221381074226182 0.0018987569594164579 0.0011244153168643045
leaf_count=1200 297 198 126 458 140 506 196
internal_value=0 0.000174489 -2.13052e-05 -9.13592e-05 -1.31723e-05 -0.000130295 -0.000327023
internal_weight=0 0.00306442 0.00205432 0.00686843 0.00582847 0.00450633 0.00260757
internal_count=3121 621 423 2500 2042 1902 1396
is_linear=0
shrinkage=0.00196078


Tree=6504
num_leaves=7
num_cat=0
split_feature=4 4 2 48 0 0
split_gain=1.85021e-05 3.04057e-05 3.58445e-05 5.12845e-05 5.23875e-05 2.43404e-05
threshold=0.27287000000000006 0.098655000000000007 0.11067500000000001 0.083985000000000018 -0.014954999999999998 -0.080119999999999983
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=-0.010233173219602579 0.010324369258703482 -0.015500776885860552 0.015032141153262677 0.014734298124866929 -0.027909110825909453 0.010622456005698442
leaf_weight=0.0012692355856938546 0.0014358185637922214 0.0013729550542762991 0.0013944570548682289 0.0011663284535060408 0.001066321884526187 0.0010009028284651035
leaf_count=1151 352 195 336 382 167 538
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internal_weight=0 0.0072702 0.00589725 0.00450279 0.00333646 0.00227014
internal_count=3121 2769 2574 2238 1856 1689
is_linear=0
shrinkage=0.1


Tree=6505
num_leaves=7
num_cat=0
split_feature=42 160 151 12 52 4
split_gain=2.78668e-05 3.13808e-05 4.16256e-05 5.75172e-05 7.48316e-05 9.58474e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 0.095330000000000012 0.077655000000000016 0.053180000000000012
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=-0.00024873944345099678 -0.00017871063287953291 -0.00021632962813098385 -0.00021269944173646981 -0.00016204847782195329 0.00072856482839403405 0.00055834919138024366
leaf_weight=0.0015509241727010474 0.0019578076978709778 0.0012365677627360263 0.001420253287347117 0.0013408886495204445 0.0011436353792449601 0.0010998297735845548
leaf_count=862 828 300 420 289 245 177
internal_value=0 3.78752e-05 0.000105817 0.000185414 0.000312583 0.000123806
internal_weight=0 0.00819898 0.00624117 0.00500461 0.00366372 0.00252008
internal_count=3121 2259 1431 1131 842 597
is_linear=0
shrinkage=0.00196078


Tree=6506
num_leaves=8
num_cat=0
split_feature=48 16 16 0 13 2 0
split_gain=3.01891e-05 9.84666e-05 6.19539e-05 8.8171e-05 5.39667e-05 3.80032e-05 6.16459e-05
threshold=0.11951500000000001 -0.5048999999999999 0.013515000000000001 -0.053834999999999994 -0.029529999999999997 0.092875000000000013 -0.11991499999999998
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 3 4 -6 -7 -8
leaf_value=0.00060540435725428673 -0.00032433470198816808 0.00032141148726729673 0.00062877532077980705 -0.00038738990613238156 0.00022414100296195535 -0.00045514814645714204 -0.00027143528218505098
leaf_weight=0.00102474499788537 0.0010060044285713143 0.001029250728559842 0.0010569964681918054 0.0010321851552362316 0.0011996421161910961 0.0014366336810050675 0.0019556058949571622
leaf_count=192 114 117 403 90 235 552 1418
internal_value=0 3.43605e-05 -4.15345e-05 0.00016226 -5.86825e-05 -0.000193122 -6.70074e-05
internal_weight=0 0.00873506 0.00771031 0.00328882 0.00223183 0.00442149 0.00298486
internal_count=3121 3007 2815 728 325 2087 1535
is_linear=0
shrinkage=0.00196078


Tree=6507
num_leaves=7
num_cat=0
split_feature=50 484 52 150 4 1
split_gain=1.73742e-05 3.09659e-05 2.93546e-05 4.67741e-05 5.50676e-05 4.83861e-05
threshold=0.088425000000000017 0.073690000000000019 -0.088614999999999985 0.083095000000000016 -0.083854999999999985 0.10752500000000002
decision_type=2 2 2 2 2 2
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leaf_weight=0.0012494069270465669 0.0010199904156036853 0.0010718950441181586 0.0016354184360693746 0.0010129883691517624 0.0013977944080645803 0.0013353812201709319
leaf_count=511 560 342 354 250 895 209
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internal_weight=0 0.00770288 0.00663099 0.00538158 0.00436859 0.00273318
internal_count=3121 2561 2219 1708 1458 1104
is_linear=0
shrinkage=0.1


Tree=6508
num_leaves=7
num_cat=0
split_feature=484 42 43 16 15 4
split_gain=2.42963e-05 3.60629e-05 4.47191e-05 3.90613e-05 4.35625e-05 0.000110214
threshold=0.084040000000000017 -0.025789999999999997 -0.063379999999999978 0.10994000000000002 -0.095869999999999983 0.0052350000000000009
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_count=663 368 869 241 200 637 143
internal_value=0 -4.19497e-05 1.4193e-05 -8.24115e-05 4.3177e-06 0.000174248
internal_weight=0 0.00853306 0.0071467 0.0051492 0.00409346 0.00239978
internal_count=3121 2753 2090 1221 1021 780
is_linear=0
shrinkage=0.00196078


Tree=6509
num_leaves=7
num_cat=0
split_feature=4 150 48 15 3 12
split_gain=1.61264e-05 2.49163e-05 3.11544e-05 4.60391e-05 5.50091e-05 2.66827e-05
threshold=0.27044500000000005 0.088380000000000014 0.083985000000000018 -0.016799999999999995 -0.08824499999999999 0.086915000000000006
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 4 5 -7
leaf_value=-0.019651350842270349 0.0094913730136488815 -0.016328055106446367 0.013547265262864389 -0.013867827772355922 0.022299131495596224 0.00037737502196678093
leaf_weight=0.0012809028639544163 0.0014714226156047781 0.0010384957997964872 0.0013979971538930925 0.0012999357620197042 0.0011835193352217031 0.0010459223481018162
leaf_count=568 365 233 446 481 389 639
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internal_weight=0 0.00724677 0.00620828 0.00481028 0.00352938 0.00222944
internal_count=3121 2756 2523 2077 1509 1028
is_linear=0
shrinkage=0.1


Tree=6510
num_leaves=6
num_cat=0
split_feature=0 12 1 3 2
split_gain=1.5822e-05 4.46654e-05 4.51419e-05 8.32631e-05 3.40303e-05
threshold=-0.060129999999999996 0.090995000000000006 0.094090000000000021 0.12178000000000001 0.10097500000000002
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -2
right_child=4 -3 3 -5 -6
leaf_value=-0.0095651602199594496 0.013866189159698573 -0.019649220249634041 0.027046412464709558 -0.010381679087671533 -0.0081626131863764325
leaf_weight=0.0019849547092162445 0.0019147782497666412 0.0012739957289926666 0.0013678442623471431 0.0010511102034031737 0.0011065192616783398
leaf_count=1325 262 813 269 141 311
internal_value=0 -0.00315899 0.00161143 0.0107828 0.00579837
internal_weight=0 0.0056779 0.00440391 0.00241895 0.0030213
internal_count=3121 2548 1735 410 573
is_linear=0
shrinkage=0.1


Tree=6511
num_leaves=7
num_cat=0
split_feature=13 12 0 48 15 0
split_gain=1.66707e-05 2.31625e-05 3.37774e-05 6.35925e-05 3.02085e-05 3.05109e-05
threshold=-0.23438999999999996 -0.010834999999999999 -0.053834999999999994 0.085845000000000019 1.0000000180025095e-35 -0.13027499999999997
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=0.011724665055411596 0.011929420488117223 0.026562631792953297 -0.016685932509949136 -0.016647519974523965 -0.0048487213004014956 0.0029957261414600752
leaf_weight=0.0010573056293557625 0.0010749764526878543 0.0010970216276760016 0.0015721218162266272 0.0015535593697421106 0.0012226532876727998 0.0011003871124439144
leaf_count=169 345 112 389 319 1063 724
internal_value=0 -0.00167484 -0.003909 0.000129689 0.00775072 0.0147611
internal_weight=0 0.00762072 0.00654574 0.00497362 0.00342006 0.00219741
internal_count=3121 2952 2607 2218 1899 836
is_linear=0
shrinkage=0.1


Tree=6512
num_leaves=7
num_cat=0
split_feature=49 2 12 3 1 47
split_gain=2.03887e-05 4.7606e-05 7.32458e-05 7.85743e-05 0.000128891 1.20355e-05
threshold=0.0043850000000000009 0.113445 0.10097500000000002 -0.078934999999999991 0.089175000000000018 0.086010000000000017
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=-0.00053962638027592899 0.00020667134042256984 0.00028810240286711292 0.00031502182101647721 0.0004246056809328432 -0.00050152006347960079 -0.00019963427696935174
leaf_weight=0.0018596319909683435 0.0014716639040394082 0.001365171249951236 0.0012355167167262295 0.0013768721909453428 0.0010284418226665943 0.0010028264935825078
leaf_count=1239 671 333 196 264 327 91
internal_value=0 -4.47785e-05 -0.000114657 -0.000215435 -3.85415e-05 -0.000352481
internal_weight=0 0.00786846 0.00650329 0.00526777 0.00340814 0.00203127
internal_count=3121 2450 2117 1921 682 418
is_linear=0
shrinkage=0.00196078


Tree=6513
num_leaves=7
num_cat=0
split_feature=42 160 151 16 2 2
split_gain=1.5329e-05 3.44575e-05 4.54034e-05 5.27971e-05 5.62132e-05 4.10671e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 0.16703000000000004 0.086885000000000004 0.11177500000000001
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6
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leaf_value=-0.0097457673544963513 -0.010478492857598505 -0.01251361210994139 -0.00037035095371207435 -0.0079328530034533367 0.040589929439218242 0.012288335362564809
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leaf_count=862 828 300 406 278 272 175
internal_value=0 0.00178024 0.00563025 0.0101343 0.0166996 0.0267866
internal_weight=0 0.00730089 0.00555597 0.00445105 0.0032647 0.00205208
internal_count=3121 2259 1431 1131 853 447
is_linear=0
shrinkage=0.1


Tree=6514
num_leaves=9
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split_feature=14 13 49 48 15 4 4 13
split_gain=4.78145e-05 5.63847e-05 3.34443e-05 7.6486e-05 7.22592e-05 5.05743e-05 0.000124477 4.77315e-05
threshold=-1.0000000180025095e-35 -0.23438999999999996 0.0043850000000000009 0.092065000000000022 -0.095244999999999982 0.071150000000000005 -0.076779999999999987 -0.0021749999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 -6
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leaf_value=-0.00040845396979622518 0.00044584105097411104 0.00044600041233734976 0.00031411724056681646 -0.00053849296107489719 0.00036912224350179668 0.00023756234184383948 -0.0007469531776456243 -0.00021984075469675426
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internal_value=0 4.26374e-05 -1.66489e-05 -6.58185e-05 2.45682e-05 -8.95207e-05 -0.000220258 5.94425e-05
internal_weight=0 0.00906864 0.00790613 0.00688296 0.00577805 0.00454708 0.0032486 0.00212181
internal_count=3121 2960 2821 2230 2019 1846 1704 957
is_linear=0
shrinkage=0.00196078


Tree=6515
num_leaves=6
num_cat=0
split_feature=0 1 3 2 151
split_gain=1.65418e-05 3.58226e-05 3.46788e-05 3.3787e-05 4.95863e-05
threshold=-0.060129999999999996 0.085110000000000005 -0.10831999999999999 0.089775000000000008 -0.0083949999999999979
decision_type=2 2 2 2 2
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leaf_weight=0.0011274780440487554 0.0011678229840010699 0.0017852076995161187 0.0018485792765047177 0.0010316773038682708 0.0017118155044477524
leaf_count=1544 195 604 378 153 247
internal_value=0 -0.0032248 0.00594499 0.000746062 0.00771362
internal_weight=0 0.00565618 0.0030164 0.0045287 0.00274349
internal_count=3121 2548 573 1004 400
is_linear=0
shrinkage=0.1


Tree=6516
num_leaves=7
num_cat=0
split_feature=50 484 43 43 48 4
split_gain=1.62142e-05 2.53607e-05 3.35221e-05 5.88329e-05 4.95129e-05 4.66958e-05
threshold=0.088425000000000017 0.073690000000000019 -0.14968999999999996 -0.00067499999999999993 0.085130000000000025 0.053180000000000012
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 4 -6 -7
leaf_value=0.01273996773091771 -0.011868545552106244 0.015861551258092597 -0.023767006029290362 -0.0025487242329446862 -0.01309458589363709 0.025168440250042275
leaf_weight=0.0014353800876415451 0.0010207494931159774 0.0010655342843429155 0.0012155544665989225 0.0013296322796683714 0.0014698649855656152 0.001119674335225991
leaf_count=212 560 342 1190 426 176 215
internal_value=0 0.00155088 -0.000770015 -0.00454664 0.00141467 0.0101219
internal_weight=0 0.00763564 0.00657011 0.00513473 0.00391917 0.00244931
internal_count=3121 2561 2219 2007 817 641
is_linear=0
shrinkage=0.1


Tree=6517
num_leaves=6
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split_feature=13 3 1 13 0
split_gain=1.51695e-05 2.6639e-05 3.67595e-05 2.76795e-05 5.89021e-05
threshold=-0.23438999999999996 0.097915000000000016 0.11507500000000002 -0.033284999999999988 -0.077809999999999976
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
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leaf_value=0.011192341703065255 -0.011646677784394453 -0.01246078498613603 0.019017520160403704 -0.01045111461525014 0.017607566179754116
leaf_weight=0.0010573310684144892 0.0018367440050007923 0.0017383310099103148 0.0010074126737204129 0.0014581180256154653 0.0015365901189238077
leaf_count=169 1384 168 263 733 404
internal_value=0 -0.00159397 0.00164127 -0.00198187 0.00394584
internal_weight=0 0.0075772 0.00583886 0.00483145 0.00299471
internal_count=3121 2952 2784 2521 1137
is_linear=0
shrinkage=0.1


Tree=6518
num_leaves=6
num_cat=0
split_feature=42 160 43 16 0
split_gain=1.52493e-05 3.35505e-05 3.48621e-05 4.13567e-05 5.42699e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 -0.056919999999999991 -0.15599999999999997
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
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leaf_weight=0.0013622197002376747 0.0017356017518287865 0.0014527740267137202 0.0012558269439890417 0.0014024954184406846 0.0014099197376850857
leaf_count=862 828 482 114 322 513
internal_value=0 0.0017975 0.00560989 0.000861319 0.00817458
internal_weight=0 0.00725662 0.00552102 0.00406824 0.00266575
internal_count=3121 2259 1431 949 627
is_linear=0
shrinkage=0.1


Tree=6519
num_leaves=8
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split_feature=11 52 12 12 13 1 0
split_gain=3.01976e-05 3.40215e-05 6.86874e-05 4.12066e-05 5.77755e-05 8.80363e-05 2.33123e-05
threshold=0.078065000000000009 0.11434500000000002 0.095110000000000014 0.084100000000000022 -0.010384999999999998 0.10612500000000001 -0.11991499999999998
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 -5 5 -7 -8
leaf_value=0.00048091864912373962 -0.00032455811646146831 -0.00029050224995517157 0.00044528092015763741 -0.00030342614788422801 0.00040925453653130968 -0.00044035351849339095 -5.419036715689149e-06
leaf_weight=0.0010381850376063833 0.0010290159667158761 0.0011033004302614859 0.0015537428506995589 0.0014633241426526737 0.0010556727696907492 0.0013350070057401649 0.0010295867498681509
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internal_value=0 3.0913e-05 7.83502e-05 -1.79243e-05 7.57812e-05 -4.71938e-05 0.000204511
internal_weight=0 0.00857882 0.00747552 0.00592178 0.00445845 0.00342027 0.00208526
internal_count=3121 2910 2431 1975 875 425 276
is_linear=0
shrinkage=0.00196078


Tree=6520
num_leaves=8
num_cat=0
split_feature=1 4 42 13 0 49 0
split_gain=2.37022e-05 4.27994e-05 6.06521e-05 4.18205e-05 6.47185e-05 7.73993e-05 9.19259e-05
threshold=0.13146500000000003 0.36766000000000004 0.088915000000000008 -0.13710499999999998 -0.0058249999999999994 -0.0060549999999999988 -0.10151999999999999
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 4 -6 6 -8
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internal_value=0 -4.46564e-05 -0.000104771 -2.18666e-05 6.2704e-05 -5.86576e-05 0.000176924
internal_weight=0 0.00842287 0.00710803 0.0058768 0.0046589 0.00365181 0.00217231
internal_count=3121 2887 2703 1935 1829 1644 1284
is_linear=0
shrinkage=0.00196078


Tree=6521
num_leaves=6
num_cat=0
split_feature=52 160 52 16 0
split_gain=1.6969e-05 6.59863e-05 4.0831e-05 3.09964e-05 5.71993e-05
threshold=-0.046924999999999988 -1.0000000180025095e-35 -0.088204999999999992 -0.056919999999999991 -0.11756999999999999
decision_type=2 2 2 2 2
left_child=2 -2 -1 4 -3
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leaf_value=-0.0029583217089848733 -0.025162623169482895 -0.0085000130101162245 0.021799376929167502 -0.010260363424287313 0.018437704494693979
leaf_weight=0.0017842192065661414 0.0011019789784315779 0.0013344400093006029 0.0010630361785107204 0.0014267703125309932 0.0019258910011797376
leaf_count=680 743 200 273 206 1019
internal_value=0 -0.00314413 0.00628508 0.00203261 0.00741221
internal_weight=0 0.00578908 0.00284726 0.0046871 0.00326033
internal_count=3121 2168 953 1425 1219
is_linear=0
shrinkage=0.1


Tree=6522
num_leaves=7
num_cat=0
split_feature=1 42 457 15 3 2
split_gain=1.65858e-05 3.20271e-05 3.13761e-05 4.55328e-05 4.80107e-05 4.57632e-05
threshold=0.12500000000000003 0.088915000000000008 0.045365000000000009 0.013270000000000002 -0.10519499999999998 0.098260000000000014
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=0.021491339634958702 0.010431704276481237 -0.015749959020555277 0.016511177037279983 -0.02047640119194841 -0.016417554533970466 0.0092159647654127038
leaf_weight=0.0010207064765743869 0.0012883646572837424 0.0013552551858160376 0.0011024905080221515 0.0010623913141340952 0.0014215562794709614 0.0013654349046568349
leaf_count=180 279 810 244 734 604 270
internal_value=0 -0.0018715 0.0012777 -0.00217086 0.0029366 -0.00385888
internal_weight=0 0.00732783 0.00597258 0.00487009 0.0038077 0.00278699
internal_count=3121 2842 2032 1788 1054 874
is_linear=0
shrinkage=0.1


Tree=6523
num_leaves=7
num_cat=0
split_feature=13 12 0 15 49 43
split_gain=1.48979e-05 2.4397e-05 3.81445e-05 5.48474e-05 9.12002e-05 2.66606e-05
threshold=-0.23438999999999996 -0.010834999999999999 -0.053834999999999994 -0.11713499999999999 -0.009244999999999998 -0.0030899999999999994
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=0.011125531680033192 0.012352746192565236 -0.019691808350764475 -0.017590626766191636 -0.013446407339975281 0.029670226780850607 0.0083722672559243087
leaf_weight=0.001050970061908546 0.0010769588602125421 0.0010641386323104497 0.0015485598755058325 0.0014878559143308547 0.0010865267399946508 0.0012803545638148661
leaf_count=169 345 231 389 289 1195 503
internal_value=0 -0.00158275 -0.00390329 0.00040575 0.00595388 0.0181492
internal_weight=0 0.00754439 0.00646744 0.00491888 0.00385474 0.00236688
internal_count=3121 2952 2607 2218 1987 1698
is_linear=0
shrinkage=0.1


Tree=6524
num_leaves=6
num_cat=0
split_feature=42 49 12 52 15
split_gain=1.61131e-05 3.17295e-05 3.93522e-05 9.64558e-05 5.72439e-05
threshold=-1.0000000180025095e-35 -0.047584999999999995 0.095330000000000012 0.070205000000000017 -0.10091499999999999
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.010030951895942769 0.013831952004788158 0.0096818732394698924 -0.018333744844485703 0.025427244061740781 -0.018151633374680374
leaf_weight=0.001355068679162943 0.0016926597395852047 0.0012249891543672652 0.001143829905852151 0.001292880706146235 0.0018621756345898331
leaf_count=862 360 270 375 496 758
internal_value=0 0.0018534 -0.00181714 0.00249611 -0.00710728
internal_weight=0 0.00721654 0.00552388 0.00438005 0.00308716
internal_count=3121 2259 1899 1524 1028
is_linear=0
shrinkage=0.1


Tree=6525
num_leaves=6
num_cat=0
split_feature=52 13 2 48 12
split_gain=1.66765e-05 3.40889e-05 3.13875e-05 9.06063e-05 4.03816e-05
threshold=0.11434500000000002 -0.094514999999999988 0.11215000000000001 0.083985000000000018 0.084100000000000022
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.013002617211994678 -0.011138056933887459 0.0030430858107333477 -0.017323831721453162 0.025109419223924664 -0.019789329025244468
leaf_weight=0.0019683237624598315 0.001165672472718174 0.0016908381597962032 0.0011140050267387245 0.0011804115846840183 0.0014294681403109579
leaf_count=318 501 405 313 328 1256
internal_value=0 0.0017325 -0.00236434 0.00151058 -0.00741685
internal_weight=0 0.00738305 0.00541472 0.00430072 0.00312031
internal_count=3121 2620 2302 1989 1661
is_linear=0
shrinkage=0.1


Tree=6526
num_leaves=7
num_cat=0
split_feature=16 1 16 4 49 133
split_gain=1.69199e-05 4.91939e-05 4.09175e-05 3.45967e-05 3.07553e-05 2.44272e-05
threshold=0.38525000000000004 0.077565000000000009 -0.008904999999999998 -0.0047449999999999992 -1.0000000180025095e-35 1.0000000180025095e-35
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=-0.004225317531215975 0.011056441546200467 -0.017529395169326233 0.019139439072564029 0.015869645287565914 -0.0047313486792725894 -0.025838243676452811
leaf_weight=0.0010714132678310538 0.0011871308831719104 0.0010149443332677869 0.0012512589983134127 0.0012415805869202144 0.0017406289920901066 0.0010215132077892352
leaf_count=749 311 422 356 179 342 762
internal_value=0 -0.00181114 0.00335815 -0.00158199 0.00384544 -0.0147741
internal_weight=0 0.00734134 0.00524841 0.00399715 0.00298221 0.00209293
internal_count=3121 2810 1299 943 521 1511
is_linear=0
shrinkage=0.1


Tree=6527
num_leaves=6
num_cat=0
split_feature=0 12 1 3 2
split_gain=1.4865e-05 3.24778e-05 3.67799e-05 7.58226e-05 2.99191e-05
threshold=-0.060129999999999996 0.090995000000000006 0.094090000000000021 0.12178000000000001 0.10097500000000002
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -2
right_child=4 -3 3 -5 -6
leaf_value=-0.0091052949127478824 0.013425024066292604 -0.017323014021596011 0.025158865549509364 -0.01095759346366474 -0.00745741803557498
leaf_weight=0.0019575610906661465 0.0018602769726947473 0.0012405656928525825 0.001334480220201292 0.0010298923752539192 0.001086996745843677
leaf_count=1325 262 813 269 141 311
internal_value=0 -0.00306079 0.00103303 0.00942697 0.00572328
internal_weight=0 0.0055625 0.00432193 0.00236437 0.00294727
internal_count=3121 2548 1735 410 573
is_linear=0
shrinkage=0.1


Tree=6528
num_leaves=8
num_cat=0
split_feature=52 13 3 2 13 0 4
split_gain=2.40115e-05 5.45307e-05 5.34823e-05 3.76472e-05 5.16614e-05 6.00836e-05 5.64298e-05
threshold=0.11434500000000002 -0.23438999999999996 0.097915000000000016 0.10613000000000002 0.0076650000000000008 -0.077999999999999986 0.0061450000000000003
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=0.00046347584867091043 -0.00025244605264213569 -0.00036258608911006045 -0.00036818011429814171 0.00038712893695224619 -0.00038970556208485984 0.00046231997903358531 0.00026007192295413983
leaf_weight=0.0010116190364112976 0.0012681008444385576 0.001257653248182121 0.0013880646036399658 0.0010989056012856444 0.0010885192088599697 0.0011655211710325923 0.001008170202502594
leaf_count=137 501 1065 137 393 290 379 219
internal_value=0 3.79191e-05 -2.35211e-05 6.16237e-05 -1.75158e-05 0.000100553 -8.55366e-05
internal_weight=0 0.00801845 0.00700683 0.00561877 0.00451986 0.00343134 0.00226582
internal_count=3121 2620 2483 2346 1953 1663 1284
is_linear=0
shrinkage=0.00196078


Tree=6529
num_leaves=6
num_cat=0
split_feature=52 12 13 16 16
split_gain=1.46074e-05 3.71631e-05 3.6857e-05 4.73918e-05 4.39078e-05
threshold=0.11434500000000002 0.095110000000000014 -0.084034999999999985 -0.073849999999999985 0.033715000000000009
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.010862541150168201 -0.010440002179479537 0.014369205341696107 -0.02132269796997387 0.015811387863564355 -0.010634298253823886
leaf_weight=0.0015346035733400463 0.0011610779322624174 0.0017457925542170259 0.0015166145819298983 0.0011212831357848797 0.0014265515777344361
leaf_count=697 501 558 645 390 330
internal_value=0 0.00163049 -0.00234146 -0.00732686 0.00100425
internal_weight=0 0.00734485 0.00559905 0.00406445 0.00254783
internal_count=3121 2620 2062 1365 720
is_linear=0
shrinkage=0.1


Tree=6530
num_leaves=6
num_cat=0
split_feature=4 4 2 2 13
split_gain=1.30012e-05 2.63767e-05 3.6383e-05 4.10807e-05 4.1003e-05
threshold=0.27287000000000006 0.098655000000000007 0.11067500000000001 0.092875000000000013 -0.033284999999999988
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.011360694269617552 0.0088231671805094666 -0.014314624075658977 0.015509513354704739 -0.018159687423288096 0.012256400378781325
leaf_weight=0.0012048925878296957 0.0013913412569296147 0.0013521694793637044 0.0013584142835324281 0.0012965028662527342 0.0018855110157097045
leaf_count=1007 352 195 336 499 732
internal_value=0 -0.00174856 0.00120888 -0.00321934 0.00304852
internal_weight=0 0.00709749 0.00574532 0.00438691 0.0030904
internal_count=3121 2769 2574 2238 1739
is_linear=0
shrinkage=0.1


Tree=6531
num_leaves=6
num_cat=0
split_feature=0 3 15 48 3
split_gain=1.43949e-05 3.07997e-05 3.96339e-05 4.15101e-05 2.80342e-05
threshold=-0.060129999999999996 -0.08824499999999999 -0.0058549999999999991 0.016865000000000002 -0.10831999999999999
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -2
right_child=4 2 -4 -5 -6
leaf_value=-0.018354833610118297 0.017967995056477448 -0.020216006310196086 0.013640164054033944 0.0038595749536266149 -0.0021062079338837344
leaf_weight=0.0010586584293962127 0.001133566628034196 0.0012282452770507575 0.0015347899343162263 0.0017176317382159062 0.0018009455572914237
leaf_count=538 195 777 831 402 378
internal_value=0 -0.00301437 0.000610155 -0.00617843 0.00564821
internal_weight=0 0.00553933 0.00448067 0.00294588 0.00293451
internal_count=3121 2548 2010 1179 573
is_linear=0
shrinkage=0.1


Tree=6532
num_leaves=6
num_cat=0
split_feature=4 16 49 133 52
split_gain=1.42923e-05 2.44635e-05 5.29192e-05 7.76542e-05 5.10583e-05
threshold=0.24564500000000003 -0.088394999999999987 -0.0060549999999999988 1.0000000180025095e-35 0.0031350000000000002
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.012424176295948872 0.0075335757258932204 -0.017402174940462853 0.0050515254819605273 -0.016256514473343617 0.033480424318804373
leaf_weight=0.0017353882456617557 0.0019352406653675063 0.0011372568106759692 0.0015925456601115517 0.001011594891820906 0.0010471468761706179
leaf_count=575 426 422 590 692 416
internal_value=0 -0.00225214 0.00143425 0.00730118 0.0163291
internal_weight=0 0.00652393 0.00478854 0.00365129 0.00263969
internal_count=3121 2695 2120 1698 1006
is_linear=0
shrinkage=0.1


Tree=6533
num_leaves=7
num_cat=0
split_feature=11 43 12 13 15 52
split_gain=2.18304e-05 3.18237e-05 5.31456e-05 4.70919e-05 5.19633e-05 2.55055e-05
threshold=1.0000000180025095e-35 -0.04890499999999999 0.051320000000000005 -0.095304999999999987 -1.0000000180025095e-35 -0.0064899999999999992
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=0.00053651995633587351 -0.00027091368722316348 0.00020707591149625893 -1.2894194187616471e-05 -0.0002479269619311686 -0.00054378553054097235 0.00015540462552488335
leaf_weight=0.0010892237714986378 0.0010505610321986233 0.0016931674412614447 0.0017881804733270229 0.0011174303335673482 0.0011020999414890751 0.0013088460053464119
leaf_count=286 244 270 1085 186 792 258
internal_value=0 2.95101e-05 0.000195083 -6.17312e-05 -0.000190724 -3.03512e-05
internal_weight=0 0.00809895 0.0028774 0.00522154 0.00352838 0.00242628
internal_count=3121 2877 1371 1506 1236 444
is_linear=0
shrinkage=0.00196078


Tree=6534
num_leaves=8
num_cat=0
split_feature=52 13 47 16 160 3 15
split_gain=3.07489e-05 6.09915e-05 5.61752e-05 9.52599e-05 5.24781e-05 7.97156e-05 9.80073e-05
threshold=0.11434500000000002 -0.23438999999999996 0.10904500000000002 -0.29154999999999992 -0.027994999999999996 -0.08824499999999999 -0.0058549999999999991
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=0.00047503530459657453 -0.00028159871108897073 0.00055520406753450241 -0.00045177810950042496 0.00027609934721644372 -0.00060909192555261412 -0.00037546789949585013 0.00037054925204526185
leaf_weight=0.0010687502473078186 0.0013477437769846062 0.0011424351743733723 0.0010262748206908709 0.001266089212097542 0.0011790391196678457 0.0013390852854241256 0.0013694524083046216
leaf_count=137 501 225 129 432 494 551 652
internal_value=0 3.74705e-05 -2.63951e-05 4.29431e-05 -7.0612e-05 -0.000183527 1.72271e-06
internal_weight=0 0.00839113 0.00732238 0.0062961 0.00515367 0.00388758 0.00270854
internal_count=3121 2620 2483 2354 2129 1697 1203
is_linear=0
shrinkage=0.00196078


Tree=6535
num_leaves=8
num_cat=0
split_feature=11 13 0 47 49 1 1
split_gain=2.191e-05 3.45169e-05 4.12944e-05 4.79332e-05 8.65351e-05 5.05265e-05 2.35037e-05
threshold=1.0000000180025095e-35 -0.084034999999999985 -0.019414999999999998 0.092530000000000015 -0.054984999999999992 0.095285000000000022 0.08844500000000001
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=6.0356647289434552e-05 -0.00027295325286029909 -0.00047964308987154264 0.0002677030433978934 -0.00045096505977464823 -8.6575764105978472e-05 0.00051506825856334536 0.00045423704303066813
leaf_weight=0.0013771268792502084 0.0010436420796157012 0.0010171828191817786 0.0012105166029806125 0.001340502574650182 0.0010718276977696359 0.0010748203838427594 0.0010093857259548152
leaf_count=563 244 177 215 211 1218 220 273
internal_value=0 2.88945e-05 -5.38131e-05 -0.000140219 -8.55708e-06 0.000214666 0.00022695
internal_weight=0 0.00810136 0.00571485 0.00450433 0.00316383 0.00214665 0.00238651
internal_count=3121 2877 2041 1826 1615 1438 836
is_linear=0
shrinkage=0.00196078


Tree=6536
num_leaves=7
num_cat=0
split_feature=52 13 0 2 48 0
split_gain=1.64968e-05 3.35825e-05 4.28499e-05 3.40053e-05 6.50623e-05 2.94773e-05
threshold=0.11434500000000002 -0.084034999999999985 -0.085384999999999975 0.11215000000000001 0.083985000000000018 -0.077999999999999986
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=-0.0001987647376569115 -0.01109867340039865 -0.018989765562843132 0.027251128596513449 -0.019149034104061671 0.021539547173766584 0.0016938116214245921
leaf_weight=0.0013133606334404324 0.0011612256030183376 0.0011658904257166108 0.0010029594162399491 0.0010219218294012797 0.001135552506688637 0.0016846096936015945
leaf_count=522 501 796 254 286 266 496
internal_value=0 0.00173049 0.011687 -0.00287464 0.0012977 -0.00676603
internal_weight=0 0.00732429 0.00231632 0.00500797 0.00398605 0.0028505
internal_count=3121 2620 776 1844 1558 1292
is_linear=0
shrinkage=0.1


Tree=6537
num_leaves=8
num_cat=0
split_feature=4 42 133 15 16 0 49
split_gain=2.49698e-05 3.47498e-05 5.40261e-05 7.60186e-05 5.77466e-05 9.37752e-05 8.8853e-05
threshold=0.40473500000000007 0.091735000000000025 0.083950000000000011 1.0000000180025095e-35 0.13751500000000003 -0.10151999999999999 -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=-0.00027692321397964405 0.00023061557340068307 -0.00039401101547139927 0.00034120417954813657 -0.00050211054456236011 0.0004180425595188151 -0.00056405100871090503 0.00050807879148274775
leaf_weight=0.0010565549950486801 0.0013690680038224981 0.0010204074243973559 0.0013807422434525462 0.0013284671239503533 0.0011177457935020946 0.0011045338263671002 0.0011662933365378537
leaf_count=104 304 570 670 702 225 395 151
internal_value=0 -5.55048e-05 -7.22445e-06 -9.05504e-05 3.24482e-05 -9.70821e-05 0.000134955
internal_weight=0 0.00817474 0.00715434 0.0057736 0.00444513 0.00332738 0.00222285
internal_count=3121 2817 2247 1577 875 650 255
is_linear=0
shrinkage=0.00196078


Tree=6538
num_leaves=6
num_cat=0
split_feature=43 43 4 47 3
split_gain=1.42732e-05 4.32143e-05 2.20486e-05 4.68312e-05 3.36429e-05
threshold=-0.04890499999999999 -0.092909999999999979 -0.059649999999999988 0.077555000000000013 0.090900000000000009
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.0039751974450905154 -0.012363329581053331 0.020388728268955537 -0.0036949758440196394 -0.015628194659826816 0.0194549019958398
leaf_weight=0.0018907173088183204 0.0017488920451363336 0.0011838220428853556 0.0011583169484150203 0.0011310189921201349 0.0013705477210570994
leaf_count=465 890 990 408 175 193
internal_value=0 0.0054059 -0.00312714 0.00128642 0.00885137
internal_weight=0 0.00307454 0.00540878 0.00365988 0.00252886
internal_count=3121 1455 1666 776 601
is_linear=0
shrinkage=0.1


Tree=6539
num_leaves=6
num_cat=0
split_feature=4 4 2 48 0
split_gain=1.43651e-05 2.10203e-05 4.0235e-05 4.05063e-05 4.33231e-05
threshold=0.24564500000000003 0.055260000000000011 0.11093500000000002 0.083985000000000018 -0.014954999999999998
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.001347472030480989 0.0075176159125602635 -0.013538565413734084 0.016432279766298279 0.011962545502098253 -0.026933691013616076
leaf_weight=0.0018383909521791145 0.0019428699811932333 0.0013218944053587263 0.0012246977415703159 0.0011062889290911404 0.0010339719053742782
leaf_count=1613 426 279 266 366 171
internal_value=0 -0.00227789 0.000582845 -0.00429588 -0.0105578
internal_weight=0 0.00652524 0.00520335 0.00397865 0.00287236
internal_count=3121 2695 2416 2150 1784
is_linear=0
shrinkage=0.1


Tree=6540
num_leaves=6
num_cat=0
split_feature=52 12 13 16 16
split_gain=1.44131e-05 3.54188e-05 3.20994e-05 3.98586e-05 3.47461e-05
threshold=0.11434500000000002 0.095110000000000014 -0.084034999999999985 -0.073849999999999985 0.033715000000000009
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_count=697 501 558 645 390 330
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internal_weight=0 0.00729509 0.00555196 0.0040283 0.00252265
internal_count=3121 2620 2062 1365 720
is_linear=0
shrinkage=0.1


Tree=6541
num_leaves=7
num_cat=0
split_feature=0 12 52 15 16 0
split_gain=1.48627e-05 2.73488e-05 2.28102e-05 5.61232e-05 2.96158e-05 6.17863e-05
threshold=-0.019414999999999998 0.091475000000000015 -0.0064899999999999992 -0.053579999999999996 -0.27167499999999994 -0.10011499999999998
decision_type=2 2 2 2 2 2
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leaf_value=0.0030169173249456299 0.018341468528694071 -0.0045919372873204417 -0.0079785061596543191 -0.027390597217301107 0.028303081152781392 -0.0049941779145120917
leaf_weight=0.0014279916337746198 0.0010805365337325044 0.0010023856463819954 0.001613133637022349 0.0010557496385738467 0.0010008152680938457 0.0012574844470008067
leaf_count=561 229 136 344 444 154 1253
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internal_weight=0 0.00208292 0.00635517 0.00248374 0.00387143 0.0022583
internal_count=3121 365 2756 1005 1751 1407
is_linear=0
shrinkage=0.1


Tree=6542
num_leaves=7
num_cat=0
split_feature=11 43 12 2 43 3
split_gain=2.21807e-05 2.97178e-05 6.84586e-05 4.71008e-05 4.21174e-05 5.41243e-05
threshold=0.078065000000000009 -0.04890499999999999 0.051320000000000005 0.089885000000000007 0.05259500000000001 0.12178000000000001
decision_type=2 2 2 2 2 2
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leaf_value=0.0005731692344455372 -0.00027942930537797029 -0.00035462257917506535 -4.4548251819319697e-05 0.00018095949824562159 0.00036150027622753396 -0.00038118896557010111
leaf_weight=0.0011028935698887909 0.0010073328827865597 0.0014891985728466058 0.0018414786732678505 0.0014082294284277477 0.0011960334344081414 0.0012368396590512198
leaf_count=286 211 823 1097 326 230 148
internal_value=0 2.87305e-05 0.000186834 -5.86035e-05 5.61634e-05 -8.19023e-05
internal_weight=0 0.00827467 0.00294437 0.0053303 0.0038411 0.00264507
internal_count=3121 2910 1383 1527 704 474
is_linear=0
shrinkage=0.00196078


Tree=6543
num_leaves=7
num_cat=0
split_feature=50 484 43 43 48 4
split_gain=2.03266e-05 4.35417e-05 3.96556e-05 4.46658e-05 6.49721e-05 5.5086e-05
threshold=0.088425000000000017 0.084040000000000017 -0.14968999999999996 -0.00067499999999999993 0.085875000000000021 0.053180000000000012
decision_type=2 2 2 2 2 2
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leaf_value=0.00025355393549549986 -0.00025197222052325839 0.0004116498934152883 -0.00041495846858872115 -7.4589804425704407e-05 -0.00033482830965252721 0.00047640692645394223
leaf_weight=0.0015555664747163925 0.0011177708390658668 0.0010074999092279146 0.0013249118098556025 0.0015620648184186553 0.0014882508189503459 0.001260526096556324
leaf_count=212 560 323 1198 439 169 220
internal_value=0 2.98914e-05 -2.35927e-05 -0.00010009 -3.31704e-06 0.000171477
internal_weight=0 0.00819882 0.00719132 0.00563575 0.00431084 0.00282259
internal_count=3121 2561 2238 2026 828 659
is_linear=0
shrinkage=0.00196078


Tree=6544
num_leaves=7
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split_feature=1 484 12 2 151 16
split_gain=1.4358e-05 2.57229e-05 3.67648e-05 4.36387e-05 4.56104e-05 3.77693e-05
threshold=0.12500000000000003 0.073690000000000019 0.098810000000000023 1.0000000180025095e-35 -0.0083949999999999979 -0.10850999999999998
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 4 5 -7
leaf_value=-0.018616077087207156 0.0097850568103243808 0.012518064509081878 -0.020593530931085218 -0.013375048228368458 0.026503348516891206 0.0024151214967602884
leaf_weight=0.0010572258493060128 0.001266989888893756 0.0010730824828325703 0.0011254743120292796 0.0010666180578677489 0.0010020107263631001 0.0018577413950743435
leaf_count=503 279 347 387 298 249 1058
internal_value=0 -0.00176113 -0.00426933 -0.000582743 0.00427297 0.0108552
internal_weight=0 0.00718215 0.00610907 0.0049836 0.00392637 0.00285975
internal_count=3121 2842 2495 2108 1605 1307
is_linear=0
shrinkage=0.1


Tree=6545
num_leaves=6
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split_feature=484 160 16 0 52
split_gain=1.89879e-05 3.15079e-05 4.6252e-05 6.37323e-05 2.83684e-05
threshold=0.084040000000000017 -1.0000000180025095e-35 -0.073404999999999984 -0.11756999999999999 0.091275000000000009
decision_type=2 2 2 2 2
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right_child=-2 2 4 -5 -6
leaf_value=-0.00033601034786931851 0.00024425088739102259 -9.0130864624449964e-05 -0.00030359636189946097 0.00041755613169661067 8.9080012924807337e-05
leaf_weight=0.0011517004192697312 0.0010525442130751668 0.0019367193111323152 0.0019891987493869767 0.0018672092035949689 0.0010976445909378894
leaf_count=632 368 254 771 937 159
internal_value=0 -3.58114e-05 1.43629e-05 0.000159074 -0.000163965
internal_weight=0 0.00804247 0.00689077 0.00380393 0.00308684
internal_count=3121 2753 2121 1191 930
is_linear=0
shrinkage=0.00196078


Tree=6546
num_leaves=7
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split_feature=11 13 160 16 16 1
split_gain=2.3677e-05 2.95513e-05 4.76258e-05 4.96531e-05 5.48467e-05 4.59255e-05
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decision_type=2 2 2 2 2 2
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leaf_value=-2.2851456327102653e-05 -0.00029218319976830645 0.00033615428222358887 -0.00019468854200667865 -0.00040996466377616768 0.00033634378300331742 0.00052056865010976974
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leaf_count=584 211 373 688 433 557 275
internal_value=0 2.52676e-05 -5.11179e-05 -0.000132728 1.11718e-05 0.000205615
internal_weight=0 0.00824736 0.00579353 0.00478515 0.0031501 0.00245383
internal_count=3121 2910 2051 1678 1245 859
is_linear=0
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Tree=6547
num_leaves=6
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split_feature=4 16 49 133 15
split_gain=1.40255e-05 2.1475e-05 4.90359e-05 6.34474e-05 4.91957e-05
threshold=0.24564500000000003 -0.088394999999999987 -0.0060549999999999988 1.0000000180025095e-35 -0.016799999999999995
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
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leaf_weight=0.0017415169098995171 0.0019369995604518802 0.0011369452804787287 0.0011373647690994147 0.0010080839415954426 0.0014957047398391459
leaf_count=575 426 422 329 692 677
internal_value=0 -0.00225737 0.00120754 0.00686836 0.0150362
internal_weight=0 0.00651962 0.0047781 0.00364115 0.00263307
internal_count=3121 2695 2120 1698 1006
is_linear=0
shrinkage=0.1


Tree=6548
num_leaves=7
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split_feature=11 43 12 13 2 2
split_gain=2.10342e-05 2.99917e-05 5.43031e-05 4.81948e-05 4.8572e-05 3.37498e-05
threshold=1.0000000180025095e-35 -0.04890499999999999 0.051320000000000005 -0.095304999999999987 0.089885000000000007 0.11215000000000001
decision_type=2 2 2 2 2 2
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right_child=-2 3 -4 4 5 -7
leaf_value=0.00053402692231763486 -0.00026456713231742145 0.00021173232804752123 -2.0806895751248956e-05 -0.00052658010778075862 0.00021308853580120698 -0.00025074028495150255
leaf_weight=0.0010888872301595819 0.0010693106891670823 0.0016937582264867496 0.0017981729576607506 0.0011268603199267734 0.0011329668257603395 0.0012897213446513684
leaf_count=286 244 270 1085 714 337 185
internal_value=0 2.79642e-05 0.000188455 -6.0405e-05 -0.000190262 -3.38314e-05
internal_weight=0 0.00813037 0.00288706 0.00524331 0.00354955 0.00242269
internal_count=3121 2877 1371 1506 1236 522
is_linear=0
shrinkage=0.00196078


Tree=6549
num_leaves=6
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split_feature=15 43 3 0 49
split_gain=1.54111e-05 2.82497e-05 4.6731e-05 8.45676e-05 5.43868e-05
threshold=-0.11713499999999999 -0.17390999999999998 -0.10831999999999999 -0.082974999999999979 -0.006494999999999999
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
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leaf_value=-0.0090191780026754025 0.01571071341479123 0.018377345118294391 -0.0083956357414353266 -0.02269178768216238 0.018989940476085043
leaf_weight=0.0015582211799005027 0.001232701377697632 0.0010207029522334198 0.0014610743686548401 0.0017391579395536366 0.0014398292277756702
leaf_count=484 184 219 325 1125 784
internal_value=0 0.00199253 -0.000994772 -0.00525618 0.00519687
internal_weight=0 0.00689347 0.00566076 0.00464006 0.0029009
internal_count=3121 2637 2453 2234 1109
is_linear=0
shrinkage=0.1


Tree=6550
num_leaves=7
num_cat=0
split_feature=3 13 48 2 13 15
split_gain=1.77223e-05 2.69212e-05 4.1616e-05 5.73122e-05 3.81631e-05 3.31739e-05
threshold=0.13524500000000003 -0.095539999999999986 0.091545000000000015 0.084245000000000014 0.0027400000000000007 -0.016799999999999995
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=-0.016545418969184756 0.010863657708888691 -0.0035489879780260395 0.017892689407032411 -0.024281540586010411 0.00076559346717851469 0.019789867834651909
leaf_weight=0.0010758580790916289 0.001267835888947591 0.001278879907422766 0.0011342175621622238 0.0014751472100598378 0.0010352069368384867 0.0011627552822615138
leaf_count=217 192 303 283 1249 381 496
internal_value=0 -0.0019632 0.000614496 -0.00334295 -0.0139527 0.00756544
internal_weight=0 0.00716206 0.00608621 0.00495199 0.00251035 0.00244164
internal_count=3121 2929 2712 2429 1630 799
is_linear=0
shrinkage=0.1


Tree=6551
num_leaves=6
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split_feature=4 133 16 51 52
split_gain=1.45434e-05 2.14654e-05 6.89605e-05 0.000106707 9.65672e-05
threshold=0.24564500000000003 0.083950000000000011 -0.010264999999999998 0.081440000000000026 -0.088204999999999992
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -4
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leaf_value=-0.0345112986848847 0.0075872635692863545 0.0086160208989828051 -0.013586170307496493 0.0074008305748634474 0.025215791508544746
leaf_weight=0.001466054477467007 0.0019304725340545054 0.0014092516311030607 0.0012589244417668189 0.0010372244366410178 0.0013075579999992884
leaf_count=820 426 923 376 275 301
internal_value=0 -0.00230125 -0.00533595 -0.0171452 0.00618245
internal_weight=0 0.00647901 0.00506976 0.00250328 0.00256648
internal_count=3121 2695 1772 1095 677
is_linear=0
shrinkage=0.1


Tree=6552
num_leaves=9
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split_feature=48 16 16 0 13 0 13 1
split_gain=4.40565e-05 0.000141969 5.50601e-05 7.87503e-05 6.87735e-05 6.30808e-05 5.61856e-05 4.43731e-05
threshold=0.11951500000000001 -0.5048999999999999 0.013515000000000001 -0.053834999999999994 0.0076650000000000008 -0.084269999999999984 -0.029529999999999997 0.094385000000000011
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=0.00069789385318550455 -0.0003892888102605119 -0.00046669428284908928 0.00057374962480380497 -0.00040353769531136581 -0.00064523301544953829 0.00034119200458728838 0.00021688815847233922 5.1441301828004028e-05
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internal_value=0 3.77602e-05 -5.36102e-05 0.000138231 -0.000192426 -6.58106e-05 -7.00875e-05 -0.000231144
internal_weight=0 0.00904933 0.00794908 0.00333716 0.00461192 0.00360413 0.0022574 0.00256299
internal_count=3121 3007 2815 728 2087 1800 325 1016
is_linear=0
shrinkage=0.00196078


Tree=6553
num_leaves=8
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split_feature=159 1 2 2 13 1 0
split_gain=3.55034e-05 4.69194e-05 5.33916e-05 5.25903e-05 4.54438e-05 3.03994e-05 6.03688e-05
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decision_type=2 2 2 2 2 2 2
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leaf_count=509 639 230 290 541 577 288 47
internal_value=0 3.74321e-05 -1.782e-05 0.000106012 -0.000239634 -5.87197e-06 -0.00015704
internal_weight=0 0.00855529 0.00747328 0.00479589 0.00267739 0.00369791 0.00214618
internal_count=3121 2612 2382 1166 1216 876 588
is_linear=0
shrinkage=0.00196078


Tree=6554
num_leaves=7
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split_feature=4 151 0 13 43 13
split_gain=2.07165e-05 2.49908e-05 4.50211e-05 4.05784e-05 5.43152e-05 6.6295e-05
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decision_type=2 2 2 2 2 2
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internal_value=0 -4.7604e-05 -9.72126e-05 -2.61261e-05 -0.000132193 5.32268e-05
internal_weight=0 0.00767499 0.00641408 0.00540244 0.00388784 0.00237051
internal_count=3121 2769 2318 2200 1994 769
is_linear=0
shrinkage=0.00196078


Tree=6555
num_leaves=6
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split_feature=49 3 42 43 0
split_gain=1.5309e-05 2.58895e-05 9.12656e-05 3.40529e-05 4.97138e-05
threshold=-0.047584999999999995 -0.078934999999999991 0.084050000000000014 -0.067199999999999996 -0.10474999999999998
decision_type=2 2 2 2 2
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leaf_weight=0.0018654746292430307 0.0012169531673505243 0.0010072050978331571 0.001002895825675081 0.0017642030268706613 0.0015867485103224703
leaf_count=403 870 368 704 235 541
internal_value=0 -0.00231096 -0.0111013 0.00216643 -0.00267976
internal_weight=0 0.00657801 0.00221985 0.00435816 0.00335095
internal_count=3121 2718 1574 1144 776
is_linear=0
shrinkage=0.1


Tree=6556
num_leaves=7
num_cat=0
split_feature=4 42 133 15 160 0
split_gain=3.72717e-05 4.16404e-05 4.48359e-05 6.88963e-05 3.81759e-05 7.59473e-05
threshold=0.27287000000000006 0.091735000000000025 0.083950000000000011 0.024640000000000006 1.0000000180025095e-35 -0.10151999999999999
decision_type=2 2 2 2 2 2
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internal_weight=0 0.00796999 0.00695833 0.00560021 0.00445886 0.00336893
internal_count=3121 2769 2207 1544 865 685
is_linear=0
shrinkage=0.00196078


Tree=6557
num_leaves=8
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split_feature=1 13 3 52 3 3 2
split_gain=2.28961e-05 5.06114e-05 4.10895e-05 4.06584e-05 0.000132059 5.82065e-05 3.05073e-05
threshold=0.10781 -0.059629999999999996 0.10893000000000001 0.10160000000000001 0.090900000000000009 -0.082094999999999987 0.089885000000000007
decision_type=2 2 2 2 2 2 2
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internal_weight=0 0.00337904 0.00227774 0.00631942 0.00508147 0.00390244 0.00202368
internal_count=3121 584 275 2537 2046 1919 1098
is_linear=0
shrinkage=0.00196078


Tree=6558
num_leaves=7
num_cat=0
split_feature=52 13 4 3 1 15
split_gain=1.54581e-05 3.50041e-05 6.03998e-05 3.14288e-05 3.05476e-05 6.849e-05
threshold=0.11434500000000002 -0.0034749999999999994 -0.083854999999999985 -0.075944999999999985 0.11103500000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
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leaf_value=0.029452500246833907 -0.010712037578738551 0.015115324049480131 -0.012336561251525845 0.011162434129874001 -0.017884253084327624 -0.016557059861554885
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internal_weight=0 0.00729389 0.00331128 0.00228763 0.00398261 0.00276947
internal_count=3121 2620 1792 1510 828 692
is_linear=0
shrinkage=0.1


Tree=6559
num_leaves=7
num_cat=0
split_feature=1 3 133 2 3 12
split_gain=2.43695e-05 3.68064e-05 7.30072e-05 9.1824e-05 3.34982e-05 7.96e-05
threshold=0.10293500000000001 -0.12018999999999998 0.083950000000000011 0.091185000000000002 0.12178000000000001 0.051320000000000005
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=0.00018882525833303752 0.00057953841871192634 -7.6098448939643533e-05 0.00020664602796674917 -0.00080304726095578019 -0.00016273434166503436 -8.8705855152606725e-05
leaf_weight=0.0013632544890226682 0.0013157290530936669 0.0017115591919351881 0.0012705541122135736 0.0010957292695463478 0.0011870611834217965 0.0014303938426881014
leaf_count=206 297 924 838 417 186 253
internal_value=0 -9.00917e-05 -0.000183336 -0.000359838 0.000112493 0.000231465
internal_weight=0 0.0054411 0.00407784 0.00280729 0.00393318 0.00274612
internal_count=3121 2385 2179 1341 736 550
is_linear=0
shrinkage=0.00196078


Tree=6560
num_leaves=8
num_cat=0
split_feature=159 1 2 13 49 43 1
split_gain=3.37538e-05 4.09241e-05 4.42785e-05 4.1451e-05 3.78305e-05 3.58423e-05 6.86475e-05
threshold=-1.0000000180025095e-35 0.12958500000000003 0.088850000000000012 -0.014169999999999999 -0.047584999999999995 0.05259500000000001 0.10508500000000001
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 6 -6
right_child=1 -3 4 -5 5 -7 -8
leaf_value=-0.00034569301690592322 -0.00053123283842033075 0.00039698670199803121 0.00038870029452066785 -2.7123122628962788e-05 -0.00045940500101233412 0.00028668287850776042 0.00020764147005448706
leaf_weight=0.0010222741467596488 0.001025220429958872 0.0010336912956689032 0.0012376179052843695 0.0016149499889632072 0.0012582991257231615 0.001073004392036904 0.0011221324248193794
leaf_count=509 703 230 193 513 606 203 164
internal_value=0 3.17439e-05 -1.97547e-05 -0.000222877 9.45644e-05 -1.08459e-05 -0.00014496
internal_weight=0 0.00836492 0.00733122 0.00264017 0.00469105 0.00345344 0.00238043
internal_count=3121 2612 2382 1216 1166 973 770
is_linear=0
shrinkage=0.00196078


Tree=6561
num_leaves=8
num_cat=0
split_feature=159 1 2 4 16 151 1
split_gain=2.67306e-05 4.62134e-05 5.55036e-05 4.05839e-05 3.70869e-05 8.36903e-05 3.55677e-05
threshold=-1.0000000180025095e-35 0.12958500000000003 0.088850000000000012 -0.018869999999999994 0.071345000000000006 -0.0083949999999999979 0.08864000000000001
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=-0.00030628486015270013 1.7210772507733122e-05 0.00041779199725334993 -0.00022415974183125458 -0.0004717101341757595 -0.00014384607345661261 0.00020496109472838278 0.00072111724044797139
leaf_weight=0.001023233918904398 0.0011829515615916486 0.0010325335171234885 0.0010459983716562191 0.0014562924885161371 0.0015538727815485919 0.0010503222045457885 0.0010038451339518242
leaf_count=509 776 230 212 440 352 453 149
internal_value=0 2.95433e-05 -2.54224e-05 -0.000252568 0.000103389 0.000227309 0.0004572
internal_weight=0 0.00832582 0.00729328 0.00263924 0.00465404 0.00310017 0.00205417
internal_count=3121 2612 2382 1216 1166 814 602
is_linear=0
shrinkage=0.00196078


Tree=6562
num_leaves=7
num_cat=0
split_feature=4 12 151 1 3 13
split_gain=1.73306e-05 2.02301e-05 3.50609e-05 9.51128e-05 4.77262e-05 2.28571e-05
threshold=0.24564500000000003 0.098810000000000023 -0.0052199999999999989 0.083835000000000007 0.076840000000000006 -0.029529999999999997
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=0.015174388198796521 0.008204357868148748 -0.015617717909829991 -0.00017064693410258469 -0.0032462622731967792 -0.032607423102190156 0.020530118689240536
leaf_weight=0.0011741498032027684 0.0019540509435774121 0.0010001776821274167 0.0010108012855541549 0.0010461252297069715 0.0011759321244479495 0.0011293402770523645
leaf_count=441 426 404 699 513 160 478
internal_value=0 -0.00252896 -0.000164388 -0.00429304 -0.0187844 0.010753
internal_weight=0 0.00653653 0.00553635 0.0043622 0.00222206 0.00214014
internal_count=3121 2695 2291 1850 673 1177
is_linear=0
shrinkage=0.1


Tree=6563
num_leaves=7
num_cat=0
split_feature=1 15 15 43 0 2
split_gain=1.88637e-05 3.08705e-05 4.01702e-05 3.07444e-05 4.23244e-05 6.64824e-06
threshold=0.10293500000000001 -0.037864999999999989 -0.15026499999999995 -0.084004999999999982 -0.084144999999999984 0.087195000000000009
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=0.0079154750426726726 0.014257171240046461 0.019002963194923603 -0.011826710484012005 0.0057542805225641045 -0.022634028964247484 -0.0057605793458386867
leaf_weight=0.0014864739823862087 0.0010149851430753037 0.0011453212712607156 0.0014114765990775333 0.0010040304420953813 0.0014040523405908123 0.0010015951769899586
leaf_count=615 263 205 268 484 910 376
internal_value=0 0.00547127 -0.000915864 -0.00408597 -0.00931808 3.84136e-06
internal_weight=0 0.00357178 0.00242646 0.00489615 0.00340968 0.00200563
internal_count=3121 736 531 2385 1770 860
is_linear=0
shrinkage=0.1


Tree=6564
num_leaves=9
num_cat=0
split_feature=159 1 42 151 2 16 4 15
split_gain=2.77835e-05 4.7267e-05 4.67351e-05 7.32786e-05 7.79713e-05 7.22349e-05 2.9582e-05 1.3113e-05
threshold=-1.0000000180025095e-35 0.12958500000000003 0.091545000000000015 -0.044604999999999992 0.088850000000000012 0.071345000000000006 -0.029144999999999997 -0.03241999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 7 -5 -6
right_child=1 -3 -4 4 5 -7 -8 -9
leaf_value=-0.00031126775566218414 -0.00044355899806050245 0.00041363987467267184 -0.00041975790977219604 6.8889187294473818e-05 0.00068717929827380594 -6.1447435221709254e-05 -0.00039929032438428366 0.00037601154424760091
leaf_weight=0.0010410257627550797 0.0010360246429003449 0.0010690071562900524 0.0010084503343382413 0.0010065226164884084 0.0010646636510500398 0.0012483506655962678 0.001070975249878373 0.0010190638673154692
leaf_count=509 382 230 482 575 235 246 250 212
internal_value=0 2.80575e-05 -2.72399e-05 3.41717e-05 0.000125665 0.000311543 -0.000172463 0.000535
internal_weight=0 0.00852306 0.00745405 0.0064456 0.00540958 0.00333208 0.0020775 0.00208373
internal_count=3121 2612 2382 1900 1518 693 825 447
is_linear=0
shrinkage=0.00196078


Tree=6565
num_leaves=6
num_cat=0
split_feature=1 457 2 1 4
split_gain=1.54226e-05 2.4815e-05 3.5021e-05 6.12555e-05 2.18901e-05
threshold=0.12500000000000003 0.069910000000000014 0.11293500000000002 0.090740000000000015 -0.084369999999999987
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.0075966674670692354 0.010075506683701954 0.011596971322860458 0.0097624346570013686 -0.022822731665809792 0.0099160570040941406
leaf_weight=0.0015222357284819885 0.0012758952604792146 0.00115197259246313 0.001352007703185611 0.0018253465677756609 0.0013438290366784254
leaf_count=427 279 249 324 547 1295
internal_value=0 -0.0018539 -0.00441785 -0.00850444 0.000614629
internal_weight=0 0.00719539 0.00604342 0.00469141 0.00286606
internal_count=3121 2842 2593 2269 1722
is_linear=0
shrinkage=0.1


Tree=6566
num_leaves=6
num_cat=0
split_feature=1 3 12 43 16
split_gain=1.54518e-05 2.77506e-05 6.51373e-05 2.55037e-05 3.72038e-05
threshold=0.10293500000000001 0.11296500000000002 0.092355000000000007 -0.084004999999999982 -0.088159999999999988
decision_type=2 2 2 2 2
left_child=3 2 -2 -1 -5
right_child=1 -3 -4 4 -6
leaf_value=0.0072314955574235302 0.030344679742667486 -0.005433062767230692 -0.0051320039628031267 0.0028241390324217782 -0.018139932707613014
leaf_weight=0.0014858085014868763 0.0010260855715459661 0.001493624536109679 0.001044232618312444 0.0015713868523424021 0.001835101283929897
leaf_count=615 312 213 211 529 1241
internal_value=0 0.00495582 0.0124509 -0.00370096 -0.00846937
internal_weight=0 0.00356394 0.00207032 0.0048923 0.00340649
internal_count=3121 736 523 2385 1770
is_linear=0
shrinkage=0.1


Tree=6567
num_leaves=8
num_cat=0
split_feature=11 13 12 0 16 1 0
split_gain=3.68261e-05 4.39032e-05 4.06837e-05 6.38579e-05 6.85141e-05 4.12472e-05 2.05985e-07
threshold=0.078340000000000007 -0.094514999999999988 -0.010834999999999999 -0.053834999999999994 0.0047850000000000011 0.095285000000000022 -0.089269999999999988
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=0.00030295094393645148 -0.00036560780059190971 0.00029263708127452747 -0.00038161607468085377 -0.00051319991408852557 0.00043975464083244569 5.891181139155249e-05 0.0002632830936508881
leaf_weight=0.0010054557222587688 0.001013625831222908 0.0011243494793605332 0.0015025836252528127 0.0012168554885350347 0.0010189451537132646 0.0017913804756863948 0.0010077036807234748
leaf_count=216 208 320 1425 274 378 182 118
internal_value=0 2.93819e-05 -4.73774e-05 -0.000116511 -4.58872e-06 -0.000142041 0.000283095
internal_weight=0 0.00866727 0.00665411 0.00552976 0.00431291 0.00329396 0.00201316
internal_count=3121 2913 2579 2259 1985 1607 334
is_linear=0
shrinkage=0.00196078


Tree=6568
num_leaves=6
num_cat=0
split_feature=3 51 0 0 13
split_gain=1.6296e-05 3.053e-05 3.13879e-05 3.74726e-05 2.9255e-05
threshold=0.13524500000000003 0.087505000000000013 -0.17169499999999996 -0.084269999999999984 -0.0034749999999999994
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.014625773431944766 0.010356306560794705 -0.017812035901359092 -0.014499918304234735 0.014097646646056051 -0.0054077356683667338
leaf_weight=0.0012910554647769974 0.0012764232896782628 0.0010331276335363926 0.0017735119243290649 0.0014478903980296304 0.0016397921242155234
leaf_count=134 192 373 1030 868 524
internal_value=0 -0.00190539 0.000765767 -0.00291523 0.00373882
internal_weight=0 0.00718538 0.00615225 0.00486119 0.00308768
internal_count=3121 2929 2556 2422 1392
is_linear=0
shrinkage=0.1


Tree=6569
num_leaves=7
num_cat=0
split_feature=50 4 43 0 16 1
split_gain=2.81037e-05 2.94387e-05 3.15905e-05 4.38722e-05 6.92252e-05 8.0495e-05
threshold=0.088425000000000017 0.27834500000000006 0.093175000000000022 -0.053834999999999994 -0.079109999999999986 0.094385000000000011
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=-0.00025317052497675233 -0.0003039360241838712 0.00030361316812359089 0.00027345140395803892 -0.00032461912397663566 -7.4061630183771887e-05 0.00067401038093837737
leaf_weight=0.0017659389268297981 0.0011153190877778172 0.0012599940725618935 0.0011643487106337558 0.0019071973068576177 0.0012147321140364938 0.0010152049863935593
leaf_count=680 560 315 204 342 832 188
internal_value=0 2.75044e-05 -2.17208e-05 -7.99419e-05 3.68405e-05 0.000266507
internal_weight=0 0.00832742 0.00706742 0.00590307 0.00399588 0.00222994
internal_count=3121 2561 2246 2042 1700 1020
is_linear=0
shrinkage=0.00196078


Tree=6570
num_leaves=8
num_cat=0
split_feature=475 16 13 133 49 16 4
split_gain=3.28648e-05 3.02209e-05 6.95973e-05 0.000101887 4.51537e-05 7.75656e-05 3.23844e-05
threshold=-1.0000000180025095e-35 0.23311500000000004 0.0076650000000000008 0.083950000000000011 -0.054319999999999993 -0.074319999999999983 0.2623950000000001
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=-0.00033802941581648937 -0.00041254277161521666 0.00026625516032187699 -0.00043425963453389032 0.00062150494672375673 -0.00042158634679999584 0.00040975287006080302 6.4709386959810135e-05
leaf_weight=0.001004308449383008 0.0010453763638177153 0.0017569285852362271 0.0012806748140331793 0.0010546352736831837 0.0010858507277208291 0.0013987197104495704 0.0010220602853421006
leaf_count=501 154 295 343 671 599 375 183
internal_value=0 3.67101e-05 -2.1846e-05 7.23579e-05 -5.48716e-05 5.17552e-05 -0.000185797
internal_weight=0 0.00864425 0.00688732 0.00560664 0.00455201 0.00350663 0.00210791
internal_count=3121 2620 2325 1982 1311 1157 782
is_linear=0
shrinkage=0.00196078


Tree=6571
num_leaves=6
num_cat=0
split_feature=13 3 1 4 43
split_gain=1.36266e-05 2.37236e-05 3.61112e-05 4.18476e-05 6.87528e-05
threshold=-0.23438999999999996 0.097915000000000016 1.0000000180025095e-35 0.053180000000000012 -0.0024749999999999993
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
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leaf_value=0.010721856563938412 -0.010383663849941327 -0.011875401972391415 0.014748225320389149 0.017898088790735397 -0.021066975803556993
leaf_weight=0.0010298922181718184 0.0017627552776671171 0.0017136293195277093 0.0011019251821260535 0.0018345246861573242 0.0010436134598066321
leaf_count=169 1583 168 526 334 341
internal_value=0 -0.0015495 0.0015317 0.00680897 -0.00267268
internal_weight=0 0.00745645 0.00574282 0.00398006 0.00214554
internal_count=3121 2952 2784 1201 867
is_linear=0
shrinkage=0.1


Tree=6572
num_leaves=6
num_cat=0
split_feature=15 0 49 3 4
split_gain=1.48568e-05 2.38565e-05 6.91609e-05 4.43855e-05 5.83582e-05
threshold=-0.11713499999999999 -0.10096999999999999 -0.006494999999999999 -0.12018999999999998 -0.083854999999999985
decision_type=2 2 2 2 2
left_child=-1 2 -2 -3 -5
right_child=1 3 -4 4 -6
leaf_value=-0.0088814247908145915 -0.0055493639318330776 0.014929842265974083 0.02579998914369247 0.0057167151923677708 -0.022016816490929209
leaf_weight=0.0015563267881757844 0.0015173974857656111 0.0010353990499120972 0.0013123602689554328 0.0014264055845774099 0.0016209653397832855
leaf_count=484 206 187 213 452 1579
internal_value=0 0.00193308 0.00898956 -0.00295775 -0.00903538
internal_weight=0 0.00691253 0.00282976 0.00408277 0.00304737
internal_count=3121 2637 419 2218 2031
is_linear=0
shrinkage=0.1


Tree=6573
num_leaves=7
num_cat=0
split_feature=16 4 0 1 47 48
split_gain=1.47685e-05 5.45342e-05 6.25581e-05 3.2083e-05 2.84214e-05 3.06655e-05
threshold=0.38525000000000004 -0.35136499999999998 -0.060129999999999996 0.085110000000000005 0.092530000000000015 0.085130000000000025
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=-0.022986016874081874 0.010310773953183316 -0.017901223833425153 0.024644221096109437 0.013608230174288832 -0.012783036369292356 -0.0072477971977876979
leaf_weight=0.0010355381978228995 0.001183418075736878 0.0010854535939809808 0.0010050396910802444 0.0019983034313568039 0.0010517967789843321 0.0010892956102830278
leaf_count=142 311 1468 258 619 164 159
internal_value=0 -0.00173592 0.00179629 -0.00259868 0.00141403 0.00625029
internal_weight=0 0.00726543 0.00622989 0.00522485 0.0041394 0.0030876
internal_count=3121 2810 2668 2410 942 778
is_linear=0
shrinkage=0.1


Tree=6574
num_leaves=6
num_cat=0
split_feature=49 3 42 2 15
split_gain=1.50077e-05 2.70188e-05 6.43876e-05 4.55215e-05 4.05524e-05
threshold=-0.043469999999999995 -0.078934999999999991 0.075730000000000006 0.10613000000000002 -0.016799999999999995
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -3
right_child=1 3 -4 -5 -6
leaf_value=0.0076191603656150693 0.0060389597797487525 -0.0012913922051585851 -0.028130778405134123 -0.010280144206827265 0.024002619596518102
leaf_weight=0.0019610518021067743 0.0010837029920913554 0.0013271391967761153 0.0011228575074877611 0.0017195814166806244 0.0012133262465397977
leaf_count=425 757 403 808 397 331
internal_value=0 -0.00236767 -0.0113491 0.00228439 0.010789
internal_weight=0 0.00646661 0.00220656 0.00426005 0.00254047
internal_count=3121 2696 1565 1131 734
is_linear=0
shrinkage=0.1


Tree=6575
num_leaves=6
num_cat=0
split_feature=42 160 151 1 4
split_gain=1.59309e-05 3.31417e-05 3.60826e-05 5.76495e-05 7.66842e-05
threshold=-0.025789999999999997 -1.0000000180025095e-35 -0.0083949999999999979 0.094825000000000007 -0.083854999999999985
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.010129539209893972 -0.010457876743606419 -0.010773074205170761 0.017501422633077555 0.02217543270454949 -0.018688019196791521
leaf_weight=0.001319412093621913 0.0016744767169479284 0.0010738994739780379 0.0011487878426113907 0.0019986244340263674 0.0011941736107392907
leaf_count=712 837 302 158 440 672
internal_value=0 0.00183758 0.00563936 0.009699 -0.000943813
internal_weight=0 0.00708996 0.00541549 0.00434159 0.00234296
internal_count=3121 2409 1572 1270 830
is_linear=0
shrinkage=0.1


Tree=6576
num_leaves=6
num_cat=0
split_feature=49 3 42 2 15
split_gain=1.33751e-05 2.22877e-05 5.63045e-05 3.98347e-05 3.68308e-05
threshold=-0.043469999999999995 -0.078934999999999991 0.075730000000000006 0.10613000000000002 -0.016799999999999995
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -3
right_child=1 3 -4 -5 -6
leaf_value=0.0072118143854503396 0.0058355063128509846 -0.0015890733789261952 -0.026204293481036436 -0.0097699986576784466 0.02257967646257936
leaf_weight=0.0019535973467624933 0.0010812983162156241 0.0013171573566617323 0.0011130943770307007 0.0017138458112415387 0.0012095294718657602
leaf_count=425 757 403 808 397 331
internal_value=0 -0.00223538 -0.0104165 0.0019982 0.00998055
internal_weight=0 0.00643493 0.00219439 0.00424053 0.00252669
internal_count=3121 2696 1565 1131 734
is_linear=0
shrinkage=0.1


Tree=6577
num_leaves=6
num_cat=0
split_feature=52 12 13 16 4
split_gain=1.88635e-05 4.5039e-05 3.35535e-05 3.93127e-05 4.23559e-05
threshold=0.11434500000000002 0.095110000000000014 -0.084034999999999985 -0.073849999999999985 -0.031404999999999995
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.00018217850032326352 -0.00023231777035895195 0.00028959034959131808 -0.00038728259852830599 -0.00028681381545296846 0.0002069914152519214
leaf_weight=0.001630978027330976 0.0012697107313838019 0.0018851025572791938 0.0016405676777976265 0.0011630539521717848 0.0015683923910762344
leaf_count=697 501 558 645 339 381
internal_value=0 2.51946e-05 -5.78329e-05 -0.000147369 -3.27159e-06
internal_weight=0 0.00788809 0.00600299 0.00437201 0.00273145
internal_count=3121 2620 2062 1365 720
is_linear=0
shrinkage=0.00196078


Tree=6578
num_leaves=7
num_cat=0
split_feature=4 15 133 52 160 49
split_gain=2.93634e-05 5.03555e-05 2.71594e-05 8.38152e-05 6.65149e-05 0.000104035
threshold=0.24564500000000003 -0.15914499999999995 0.083950000000000011 0.077655000000000016 -0.0080249999999999991 -0.043469999999999995
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=0.00016728613699907484 0.00047753495177597569 -0.00012500435787336095 0.00016136631560742569 0.00027703849743714346 3.0137983930180126e-05 -0.00069746556208417345
leaf_weight=0.0010067112922341609 0.0011343491591895725 0.0010063301794150539 0.0015610848040030446 0.0014389781836535677 0.0012452469950584694 0.0019211475926768523
leaf_count=293 263 163 923 664 156 659
internal_value=0 0.000194282 -6.73952e-05 -0.000131029 -0.000271739 -0.000411321
internal_weight=0 0.00214068 0.00717317 0.00561208 0.00417311 0.00316639
internal_count=3121 426 2695 1772 1108 815
is_linear=0
shrinkage=0.00196078


Tree=6579
num_leaves=8
num_cat=0
split_feature=11 13 160 1 43 16 16
split_gain=2.61235e-05 3.49838e-05 5.18799e-05 4.59977e-05 4.41315e-05 0.000132209 6.41369e-05
threshold=0.078065000000000009 -0.084034999999999985 -0.081069999999999989 0.08844500000000001 -0.16318499999999997 0.033715000000000009 -0.074319999999999983
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 -4 6 -6
right_child=-2 2 4 -5 5 -7 -8
leaf_value=-9.8394454073415671e-06 -0.00030710863479093775 0.00033529524020841652 0.00018556873639156022 0.00052695592137755104 -0.00025530367170000423 -0.00084928398430759284 0.00036966453482911748
leaf_weight=0.0014623526242009835 0.0010426842869935152 0.0010503141084269333 0.0011797396364050844 0.0010575860971909308 0.0016907200131442439 0.0010245453927769741 0.001007546650380153
leaf_count=584 211 373 154 275 705 387 432
internal_value=0 2.17965e-05 -6.01785e-05 0.000215447 -0.000144904 -0.000249629 -2.19373e-05
internal_weight=0 0.0084728 0.00595287 0.00251994 0.00490255 0.00372281 0.00269827
internal_count=3121 2910 2051 859 1678 1524 1137
is_linear=0
shrinkage=0.00196078


Tree=6580
num_leaves=6
num_cat=0
split_feature=4 4 2 2 15
split_gain=1.55153e-05 1.98144e-05 3.38666e-05 3.99494e-05 3.85982e-05
threshold=0.27287000000000006 0.098655000000000007 0.11093500000000002 0.092875000000000013 -0.028889999999999996
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.014842469178816462 0.0095861459275674785 -0.012935682911160507 0.014489045974298842 -0.018463969836465362 -0.0076944355554407059
leaf_weight=0.0013906347550558854 0.0013922020919321819 0.0013346653886868749 0.0013421512798328719 0.0012873534081282523 0.0016756077388162889
leaf_count=534 352 195 327 508 1205
internal_value=0 -0.00196864 0.000601227 -0.00368019 0.00252674
internal_weight=0 0.00703041 0.00569575 0.0043536 0.00306624
internal_count=3121 2769 2574 2247 1739
is_linear=0
shrinkage=0.1


Tree=6581
num_leaves=7
num_cat=0
split_feature=1 2 0 16 43 3
split_gain=4.78826e-05 3.85905e-05 0.000111466 5.08297e-05 3.66184e-05 5.47069e-05
threshold=0.10293500000000001 0.092365000000000017 0.062580000000000011 -0.022939999999999999 -0.080554999999999974 0.12178000000000001
decision_type=2 2 2 2 2 2
left_child=1 3 -3 -1 -2 -6
right_child=4 2 -4 -5 5 -7
leaf_value=0.00021799007416318679 -0.00016540749915348155 -0.00076654907203652588 7.1823198397285518e-05 -0.00028733220981535764 0.00047183518058764145 -5.8580645446133232e-05
leaf_weight=0.0019035230985617439 0.0010577278303825328 0.0011253308409353209 0.0013307206364855514 0.0012799012111423694 0.0018462979792011616 0.0012562961393191706
leaf_count=993 194 703 79 610 361 181
internal_value=0 -0.000127645 -0.000312308 1.48244e-05 0.000149651 0.00025706
internal_weight=0 0.00563948 0.00245605 0.00318342 0.00416032 0.00310259
internal_count=3121 2385 782 1603 736 542
is_linear=0
shrinkage=0.00196078


Tree=6582
num_leaves=6
num_cat=0
split_feature=11 2 52 43 52
split_gain=1.7634e-05 2.68422e-05 6.04292e-05 5.44925e-05 3.80273e-05
threshold=1.0000000180025095e-35 0.089885000000000007 -0.013374999999999998 -0.074359999999999996 0.092650000000000024
decision_type=2 2 2 2 2
left_child=1 3 -3 -1 -4
right_child=-2 2 4 -5 -6
leaf_value=0.00012938783890275272 -0.00024163855425034475 0.00041793878499772467 -0.0002345308025779407 -0.00038703316180780978 0.00019919018354401933
leaf_weight=0.0016695841896970133 0.0010631691149802268 0.0016903711877278241 0.0017480279924966566 0.0014836817720830257 0.0013994022086810973
leaf_count=686 244 496 391 918 386
internal_value=0 2.71606e-05 0.000118908 -0.0001136 -4.16909e-05
internal_weight=0 0.00799107 0.0048378 0.00315327 0.00314743
internal_count=3121 2877 1273 1604 777
is_linear=0
shrinkage=0.00196078


Tree=6583
num_leaves=6
num_cat=0
split_feature=4 42 43 2 16
split_gain=1.45515e-05 2.46914e-05 5.59891e-05 4.45534e-05 3.14078e-05
threshold=0.24564500000000003 -1.0000000180025095e-35 -0.074359999999999996 0.089885000000000007 -0.062804999999999986
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.01573200934888987 0.0075374267914502168 0.016663762076984692 -0.021344524865284379 0.013394713396951625 -0.0087398442091055819
leaf_weight=0.0011349903403976699 0.0019398195836590644 0.001531896750586131 0.0012618226442849241 0.0012021892192681288 0.0013734146572591552
leaf_count=797 426 785 569 216 328
internal_value=0 -0.00233106 0.000501685 -0.0059502 0.00159168
internal_weight=0 0.00650431 0.00536932 0.00383743 0.0025756
internal_count=3121 2695 1898 1113 544
is_linear=0
shrinkage=0.1


Tree=6584
num_leaves=6
num_cat=0
split_feature=52 52 12 4 1
split_gain=1.38534e-05 3.39187e-05 4.416e-05 5.89482e-05 4.63562e-05
threshold=0.11434500000000002 0.070205000000000017 0.097825000000000009 -0.04890499999999999 0.10612500000000001
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.023470695151826662 -0.010127305714327097 0.018095492984829705 0.01607679100654421 0.011682994277310614 -0.01080805165399056
leaf_weight=0.0013235096547745684 0.0011757509513644435 0.0010608881824900728 0.0011878175307857329 0.0019545524794638645 0.0017253502503387181
leaf_count=558 501 562 334 811 355
internal_value=0 0.00157433 -0.00125662 -0.0053716 0.0011379
internal_weight=0 0.00725212 0.00619123 0.00500341 0.0036799
internal_count=3121 2620 2058 1724 1166
is_linear=0
shrinkage=0.1


Tree=6585
num_leaves=7
num_cat=0
split_feature=3 51 12 13 15 2
split_gain=1.38514e-05 2.68472e-05 3.19889e-05 7.06175e-05 3.13085e-05 2.65805e-05
threshold=0.13524500000000003 0.087505000000000013 0.088615000000000013 -0.016469999999999995 -0.040439999999999997 0.091545000000000015
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=-0.0052832934285983761 0.0095620734417003611 -0.016674866353740821 -0.025740076550172991 0.010143389540990238 0.022184503458156427 0.001008514110366623
leaf_weight=0.001477098361355404 0.0012717330145995296 0.0010330194928204108 0.0011672835354217619 0.0010344597506773937 0.0013945946340738354 0.0010309441415794493
leaf_count=557 192 373 649 492 700 158
internal_value=0 -0.00176596 0.000757018 -0.00888071 0.00619432 0.0131839
internal_weight=0 0.0071374 0.00610438 0.00220174 0.00390264 0.00242554
internal_count=3121 2929 2556 1141 1415 858
is_linear=0
shrinkage=0.1


Tree=6586
num_leaves=6
num_cat=0
split_feature=4 4 3 13 0
split_gain=1.40726e-05 2.31221e-05 3.79593e-05 3.87116e-05 4.40154e-05
threshold=0.24564500000000003 0.055260000000000011 0.10299500000000002 -0.033284999999999988 -0.060129999999999996
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.01835393132215361 0.007441440249630585 -0.014179968691180428 0.016069846541352916 -0.0085920640145334942 0.017391644133713392
leaf_weight=0.0012799368407772878 0.0019313090230585464 0.0013046484091654665 0.0012277279509975043 0.0014831505204417421 0.0011632472980267062
leaf_count=1222 426 279 139 814 241
internal_value=0 -0.00228759 0.000722728 -0.00407617 0.0028293
internal_weight=0 0.00645871 0.00515406 0.00392633 0.0026464
internal_count=3121 2695 2416 2277 1055
is_linear=0
shrinkage=0.1


Tree=6587
num_leaves=8
num_cat=0
split_feature=484 160 16 0 2 48 13
split_gain=2.59671e-05 3.57337e-05 5.67954e-05 6.4759e-05 4.51072e-05 2.40468e-05 1.45418e-05
threshold=0.084040000000000017 -1.0000000180025095e-35 -0.056919999999999991 -0.11756999999999999 0.096540000000000015 0.092475000000000016 -0.0039049999999999992
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 -3 -5
right_child=-2 2 4 6 -6 -7 -8
leaf_value=-0.00035344368558387179 0.00028735588289905052 -0.00029783559792260545 -0.00044625527577876029 0.00022927673997940402 4.9866037989115177e-05 0.00012146337240150309 0.00055465046214594885
leaf_weight=0.001183059922284845 0.0010643033129295399 0.0010356798741938925 0.001423510146758707 0.0010022651165100985 0.0013950921883259977 0.0010682631546141859 0.0011162566978729213
leaf_count=632 368 182 436 788 356 82 277
internal_value=0 -3.81324e-05 1.48471e-05 0.000158727 -0.000200696 -8.49393e-05 0.000400717
internal_weight=0 0.00822413 0.00704107 0.00422246 0.0028186 0.00210394 0.00211852
internal_count=3121 2753 2121 1329 792 264 1065
is_linear=0
shrinkage=0.00196078


Tree=6588
num_leaves=8
num_cat=0
split_feature=475 42 43 42 15 2 2
split_gain=3.26705e-05 4.5371e-05 4.20102e-05 4.97042e-05 3.7175e-05 3.53699e-05 2.65938e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 1.0000000180025095e-35 -0.10324499999999999 0.11177500000000001 0.09142500000000002
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=-0.00033797392846618998 -0.00028507788086616002 0.00034297184159834952 0.00042471444731958944 -0.00038273673354004051 8.020398234385332e-05 0.0002774744141713495 -0.00035779452141135391
leaf_weight=0.0010275436273927815 0.0014479695552831445 0.0019289318399486532 0.0010196981432842264 0.0010251218308234226 0.0010047717510508693 0.0011238283297089029 0.0011349913021092943
leaf_count=501 809 662 150 690 101 96 112
internal_value=0 3.17594e-05 9.51488e-05 5.0967e-06 9.79171e-05 -4.18967e-06 -0.000152123
internal_weight=0 0.00868531 0.00723734 0.00530841 0.00428329 0.00326359 0.00213976
internal_count=3121 2620 1811 1149 459 309 213
is_linear=0
shrinkage=0.00196078


Tree=6589
num_leaves=7
num_cat=0
split_feature=484 42 43 16 0 0
split_gain=2.33137e-05 2.76253e-05 5.76777e-05 5.42063e-05 0.000109795 1.36815e-05
threshold=0.084040000000000017 -1.0000000180025095e-35 -0.074359999999999996 -0.056919999999999991 -0.10474999999999998 -0.22491999999999998
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=-0.00029266778701692427 0.00027130490314785754 0.00031569187136110371 -0.00036579110705686822 -0.00035849566264852407 0.00056800340321358023 -4.4409882130799154e-05
leaf_weight=0.0013682487712638877 0.0010545927419978946 0.0017814796362653302 0.0010172569668264742 0.0018772032926646313 0.00108195095651345 0.0010198446885668032
leaf_count=806 368 745 92 508 450 152
internal_value=0 -3.85289e-05 1.27751e-05 -9.52337e-05 6.32106e-05 -0.000204896
internal_weight=0 0.00814598 0.00677774 0.00499626 0.00311905 0.0020371
internal_count=3121 2753 1947 1202 694 244
is_linear=0
shrinkage=0.00196078


Tree=6590
num_leaves=7
num_cat=0
split_feature=11 13 0 0 4 1
split_gain=2.88752e-05 4.15959e-05 5.56071e-05 4.77792e-05 6.14231e-05 3.19053e-05
threshold=0.078065000000000009 -0.084034999999999985 -0.019414999999999998 -0.099059999999999995 0.25615500000000008 0.08844500000000001
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=5.6614489122423347e-05 -0.0003132179242105652 0.00019832886911198366 0.00030663344445922767 -0.00041033220501396594 -0.00039162109458443705 0.00050052077978286302
leaf_weight=0.001496741520026738 0.0010455265963976263 0.0019791505967836436 0.0012769832857682534 0.0017633976333366161 0.0010324873032281573 0.0010657510832738195
leaf_count=584 211 244 217 1485 105 275
internal_value=0 3.18455e-05 -5.68131e-05 -0.000154009 -3.92514e-06 0.000241237
internal_weight=0 0.00861451 0.00605202 0.00477504 0.00301164 0.00256249
internal_count=3121 2910 2051 1834 349 859
is_linear=0
shrinkage=0.00196078


Tree=6591
num_leaves=8
num_cat=0
split_feature=52 160 16 0 0 2 3
split_gain=2.68492e-05 7.44418e-05 5.69495e-05 5.77741e-05 4.42707e-05 4.7314e-05 1.26803e-05
threshold=-0.046924999999999988 -1.0000000180025095e-35 -0.056919999999999991 -0.11756999999999999 -0.14794999999999997 0.088930000000000023 -0.078934999999999991
decision_type=2 2 2 2 2 2 2
left_child=4 -2 3 -3 -1 -6 -5
right_child=1 2 -4 6 5 -7 -8
leaf_value=-0.00019224453408120911 -0.00052235650187419517 -0.00013891977223310278 -0.00029648287588095271 0.0002104036372917869 6.3860269005128116e-06 0.0006032332169859186 0.00051731338385539109
leaf_weight=0.0010152284903951342 0.001193086234521858 0.0014726896821267038 0.0015119227316479629 0.0010014749325554238 0.0010080844285591871 0.0010348661256933778 0.0010711323986059452
leaf_count=93 743 200 206 701 342 518 318
internal_value=0 -8.17938e-05 2.21426e-05 0.000158023 0.000142415 0.000308722 0.000369016
internal_weight=0 0.00625031 0.00505722 0.0035453 0.00305818 0.00204295 0.00207261
internal_count=3121 2168 1425 1219 953 860 1019
is_linear=0
shrinkage=0.00196078


Tree=6592
num_leaves=6
num_cat=0
split_feature=1 43 42 48 16
split_gain=1.5241e-05 4.2762e-05 3.27218e-05 4.11606e-05 3.06952e-05
threshold=0.077565000000000009 0.070450000000000013 0.08623500000000002 0.086260000000000017 -0.078844999999999985
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=-0.018264728252140362 0.019430417561639976 0.0082476361700260983 0.015730831830467862 -0.014651136136971192 -0.0019551438802174002
leaf_weight=0.0013908738841962205 0.0010219127905192432 0.0010813261635055291 0.0014519884929159394 0.0015638559863404532 0.0019554584913664265
leaf_count=1424 286 212 538 227 434
internal_value=0 -0.00666837 0.0026633 -0.00151485 0.00538495
internal_weight=0 0.0024722 0.00599322 0.00454123 0.00297737
internal_count=3121 1636 1485 947 720
is_linear=0
shrinkage=0.1


Tree=6593
num_leaves=9
num_cat=0
split_feature=48 16 16 0 13 15 52 16
split_gain=5.92496e-05 0.000106116 6.55462e-05 9.45103e-05 8.85811e-05 4.38317e-05 4.16083e-05 3.15949e-05
threshold=0.11951500000000001 -0.5048999999999999 0.013515000000000001 -0.053834999999999994 0.0076650000000000008 -0.0040799999999999994 0.091820000000000013 -0.089669999999999986
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=0.00062692334380101504 -0.00045917310327754342 2.1043952166874207e-05 0.00065363197790051838 -0.00031567997282149705 -0.00070855432703422914 0.00023178262837677546 0.00022508493198320346 -0.00045741608985315507
leaf_weight=0.0010384555679455272 0.0010277592733636603 0.0010467437230674112 0.0010541902704090818 0.001159967098382507 0.0010015562935821046 0.001336555127113729 0.0010352896830127835 0.0010761547404589083
leaf_count=192 114 337 403 275 287 913 50 550
internal_value=0 3.85013e-05 -4.07482e-05 0.000171076 -0.000195043 -4.63751e-05 -6.06536e-05 -0.0002215
internal_weight=0 0.00874891 0.00771046 0.00324945 0.00446101 0.00345945 0.00219526 0.0021229
internal_count=3121 3007 2815 728 2087 1800 325 887
is_linear=0
shrinkage=0.00196078


Tree=6594
num_leaves=6
num_cat=0
split_feature=52 160 16 0 2
split_gain=1.5146e-05 6.71949e-05 4.46786e-05 5.7944e-05 4.38432e-05
threshold=-0.046924999999999988 -1.0000000180025095e-35 -0.056919999999999991 -0.11756999999999999 0.089885000000000007
decision_type=2 2 2 2 2
left_child=4 -2 3 -3 -1
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leaf_value=-0.0087349939188845534 -0.025451076484824406 -0.0073605579727269001 -0.012828754309635083 0.019943408428303545 0.016592645632734861
leaf_weight=0.0011793303581464089 0.0010824854657003379 0.0013204582403217955 0.0013757094231494418 0.0018893421506876911 0.0016254768495604943
leaf_count=404 743 200 206 1019 549
internal_value=0 -0.00304137 0.00224882 0.00871101 0.0059432
internal_weight=0 0.005668 0.00458551 0.0032098 0.00280481
internal_count=3121 2168 1425 1219 953
is_linear=0
shrinkage=0.1


Tree=6595
num_leaves=7
num_cat=0
split_feature=1 457 12 2 1 3
split_gain=1.49354e-05 3.13781e-05 2.89066e-05 6.49757e-05 0.000111195 4.72483e-05
threshold=0.13146500000000003 0.069910000000000014 0.098810000000000023 0.113445 0.088485000000000022 -0.078934999999999991
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=-0.00703634359927014 0.011264593591193806 0.01347718640403555 -0.018082732495174853 0.020408474317537922 -0.027588482118930738 0.021371143479279497
leaf_weight=0.0012068338561084658 0.0010234495811962093 0.0011612835485963792 0.0012415570371175251 0.0011022641583684116 0.0015784783342103572 0.0011372010302757377
leaf_count=1128 234 252 416 208 566 317
internal_value=0 -0.00162106 -0.00441908 -0.00104297 -0.00707104 0.00674546
internal_weight=0 0.00742762 0.00626633 0.00502478 0.00392251 0.00234403
internal_count=3121 2887 2635 2219 2011 1445
is_linear=0
shrinkage=0.1


Tree=6596
num_leaves=6
num_cat=0
split_feature=1 43 15 2 1
split_gain=1.41725e-05 3.29727e-05 3.14559e-05 3.81591e-05 9.10918e-05
threshold=0.077565000000000009 0.070450000000000013 1.0000000180025095e-35 1.0000000180025095e-35 0.11181500000000001
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=-0.016640930088967106 -0.006167092078924 0.0066920275108632785 -0.012262748321726597 0.027427681400492523 -0.0068652324096016033
leaf_weight=0.0013852268872122252 0.0016541391327755022 0.0010761468600255398 0.0011518940386073227 0.0017895763443273266 0.0013657132110050545
leaf_count=1424 423 212 433 354 275
internal_value=0 -0.00643944 0.0025802 0.00613519 0.0125846
internal_weight=0 0.00246137 0.00596132 0.00480943 0.00315529
internal_count=3121 1636 1485 1052 629
is_linear=0
shrinkage=0.1


Tree=6597
num_leaves=8
num_cat=0
split_feature=484 1 457 13 13 43 2
split_gain=2.54119e-05 3.36975e-05 4.32217e-05 4.27887e-05 8.33903e-05 2.98033e-05 7.461e-05
threshold=0.084040000000000017 0.13146500000000003 0.060310000000000009 -0.073839999999999975 -0.13710499999999998 -0.16318499999999997 0.099185000000000009
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=-0.00030491381072375655 0.00027709520937131254 0.00027921427048890158 0.00026321430345359619 -3.4345570762649577e-05 0.00038613718846200164 -0.00074005773823622044 -3.2550830516931565e-05
leaf_weight=0.0013984502629050262 0.001063439586373391 0.0010732568918147807 0.0011068683439809258 0.0010765753212464385 0.0012912587638806024 0.0013031258278439583 0.0010228596067362915
leaf_count=150 368 194 206 157 822 834 390
internal_value=0 -4.49024e-05 -9.32221e-05 -0.000157981 2.68417e-05 -0.000304082 -0.000428929
internal_weight=0 0.0082724 0.00719914 0.00609227 0.00268971 0.00340256 0.00232599
internal_count=3121 2753 2559 2353 972 1381 1224
is_linear=0
shrinkage=0.00196078


Tree=6598
num_leaves=6
num_cat=0
split_feature=43 43 13 15 48
split_gain=1.56813e-05 3.95488e-05 2.06879e-05 4.26203e-05 3.27089e-05
threshold=-0.04890499999999999 -0.092909999999999979 -0.095304999999999987 -1.0000000180025095e-35 0.085845000000000019
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.0033898183174693869 0.0055140081044539732 0.019994324350785724 0.0094630706688744789 -0.024194003410548004 -0.013606398606094285
leaf_weight=0.0018656882284663508 0.0017789906656405304 0.0011811284590388764 0.0014240245812399232 0.001088386963240109 0.0010812611900703332
leaf_count=465 314 990 307 875 170
internal_value=0 0.00567527 -0.00330553 -0.0076715 -0.000493527
internal_weight=0 0.00304682 0.00537266 0.00359367 0.00250529
internal_count=3121 1455 1666 1352 477
is_linear=0
shrinkage=0.1


Tree=6599
num_leaves=7
num_cat=0
split_feature=11 1 4 15 0 2
split_gain=2.47865e-05 3.04984e-05 7.75644e-05 5.12052e-05 0.000124224 4.63118e-05
threshold=0.078065000000000009 0.094385000000000011 -0.076779999999999987 -0.053579999999999996 -0.15090499999999998 0.096540000000000015
decision_type=2 2 2 2 2 2
left_child=1 2 5 4 -3 -1
right_child=-2 3 -4 -5 -6 -7
leaf_value=-0.00011786967514578389 -0.0002940953047175836 -0.00018753738672934141 -0.00036644041966751438 -0.00012618611611831074 0.00071106721351126576 0.00044127453225063703
leaf_weight=0.0011354574341984741 0.0010203569715407272 0.0010242258370150303 0.0020019608148322391 0.001536173486150239 0.0013998200940764224 0.0011426152230306602
leaf_count=770 211 88 1266 285 439 62
internal_value=0 2.98794e-05 -8.48658e-05 0.000153891 0.000331382 0.000162581
internal_weight=0 0.00824025 0.00428003 0.00396022 0.00242405 0.00227807
internal_count=3121 2910 2098 812 527 832
is_linear=0
shrinkage=0.00196078


Tree=6600
num_leaves=8
num_cat=0
split_feature=484 1 457 4 4 0 16
split_gain=2.28479e-05 3.68854e-05 5.10913e-05 4.97833e-05 6.33011e-05 6.02313e-05 2.49878e-05
threshold=0.084040000000000017 0.13146500000000003 0.060310000000000009 -0.077679999999999985 0.053180000000000012 0.11070500000000001 -0.27167499999999994
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=0.000340882582643352 0.00026162462260628506 0.00029831082404969028 0.00029181905360801496 -0.00069620603016712693 -0.00031140600882499295 -0.00029711671229044049 7.6773473640452235e-05
leaf_weight=0.0012865049655097424 0.0010487193196803231 0.0010442103279181426 0.0011019458657182107 0.0011254917700854869 0.0014355172516701525 0.001019933189593143 0.0011469679388131718
leaf_count=802 368 194 206 972 217 116 246
internal_value=0 -4.58265e-05 -9.6323e-05 -0.000167437 -0.000308132 5.8752e-05 -0.000139003
internal_weight=0 0.00816057 0.00711636 0.00601442 0.00370798 0.00230644 0.00258249
internal_count=3121 2753 2559 2353 1435 918 463
is_linear=0
shrinkage=0.00196078


Tree=6601
num_leaves=7
num_cat=0
split_feature=1 484 12 49 52 4
split_gain=1.41513e-05 2.68695e-05 3.76018e-05 3.55596e-05 8.53555e-05 7.75784e-05
threshold=0.12500000000000003 0.073690000000000019 0.098810000000000023 -0.048674999999999989 0.070205000000000017 0.053180000000000012
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=0.013336316252436451 0.0096526461662061816 0.01297027058073854 -0.02087926219286601 -0.034076026862804559 0.016731695441117668 0.0012011773667361502
leaf_weight=0.0013375121305960846 0.0012727715240853157 0.0010520662244793205 0.001121271234342738 0.0012257566074939188 0.0011565409097199328 0.001268494689505059
leaf_count=278 279 347 387 865 710 255
internal_value=0 -0.00179045 -0.00433224 -0.000612804 -0.00572323 -0.0161352
internal_weight=0 0.00716164 0.00610958 0.0049883 0.00365079 0.00249425
internal_count=3121 2842 2495 2108 1830 1120
is_linear=0
shrinkage=0.1


Tree=6602
num_leaves=6
num_cat=0
split_feature=15 43 42 2 2
split_gain=1.31833e-05 2.78545e-05 4.39101e-05 4.37679e-05 9.79134e-05
threshold=-0.11713499999999999 -0.17390999999999998 0.086325000000000013 0.084245000000000014 0.099185000000000009
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0083558196707818142 0.015454019210066346 0.020195803544783984 -0.018114592212259629 -0.022382343517867838 0.01260128141801535
leaf_weight=0.0015602037610721754 0.001230905866026746 0.0011536351088013703 0.0012004563972086131 0.0014052526166477128 0.0018576313413033901
leaf_count=484 184 383 950 697 423
internal_value=0 0.0018299 -0.00115569 0.00345391 -0.0024654
internal_weight=0 0.00684788 0.00561698 0.00441652 0.00326288
internal_count=3121 2637 2453 1503 1120
is_linear=0
shrinkage=0.1


Tree=6603
num_leaves=7
num_cat=0
split_feature=11 43 12 13 15 52
split_gain=2.16255e-05 3.05664e-05 4.59359e-05 4.33572e-05 4.67967e-05 2.94949e-05
threshold=0.078065000000000009 -0.04890499999999999 0.051320000000000005 -0.095304999999999987 -1.0000000180025095e-35 -0.0064899999999999992
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=0.00050334904027711091 -0.00027592936234585428 0.00019101050958997683 -1.3776473517441848e-06 -0.00026843935510614282 -0.0005177123986588101 0.00015705951505468572
leaf_weight=0.0010990865486581907 0.0010276382950559155 0.001752160770738496 0.0018775659245470063 0.0011481983720881366 0.001120920749293174 0.0013780738041079554
leaf_count=286 211 284 1097 186 796 261
internal_value=0 2.54563e-05 0.000184985 -6.24918e-05 -0.000184278 -3.6331e-05
internal_weight=0 0.00837601 0.00297665 0.00539935 0.00364719 0.00252627
internal_count=3121 2910 1383 1527 1243 447
is_linear=0
shrinkage=0.00196078


Tree=6604
num_leaves=8
num_cat=0
split_feature=4 16 48 15 15 3 15
split_gain=2.40606e-05 5.65227e-05 5.26978e-05 4.28626e-05 0.000121338 3.72916e-05 6.21139e-05
threshold=0.40473500000000007 -0.36241499999999999 0.092475000000000016 -0.095244999999999982 -0.016799999999999995 -0.0087149999999999988 0.013270000000000002
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=-0.00046211042869425518 0.00023873836090302066 0.00027638130304233842 0.00040310447559256988 -0.00071831258660904414 -0.00041839119753995483 0.00027812118533066931 0.00022424174289963756
leaf_weight=0.0010661114381523796 0.0013826965076933094 0.0012207322754734734 0.001166840054346867 0.0010677111326844652 0.0012582735044200486 0.0014428904190026178 0.0010699888128582573
leaf_count=180 304 203 301 590 342 145 1056
internal_value=0 -4.06487e-05 2.15292e-05 -5.19472e-05 -0.000134777 3.04374e-05 -0.000123059
internal_weight=0 0.00829255 0.00722644 0.0060596 0.00483886 0.00377115 0.00232826
internal_count=3121 2817 2637 2336 2133 1543 1398
is_linear=0
shrinkage=0.00196078


Tree=6605
num_leaves=6
num_cat=0
split_feature=4 4 3 13 0
split_gain=1.2693e-05 2.4259e-05 3.31881e-05 3.30431e-05 4.2881e-05
threshold=0.24564500000000003 0.055260000000000011 0.10299500000000002 -0.033284999999999988 -0.060129999999999996
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.016791698442900811 0.0070002911816924532 -0.01431200357009074 0.015232914107766261 -0.0084995125652253013 0.017143795217259252
leaf_weight=0.0012785531274609263 0.0019559813808044226 0.0013157753169383167 0.0012301475681906239 0.0014816766545889316 0.0011647041554753335
leaf_count=1222 426 279 139 814 241
internal_value=0 -0.00219257 0.000900776 -0.00359118 0.00278642
internal_weight=0 0.00647086 0.00515508 0.00392493 0.00264638
internal_count=3121 2695 2416 2277 1055
is_linear=0
shrinkage=0.1


Tree=6606
num_leaves=6
num_cat=0
split_feature=1 43 42 48 16
split_gain=1.31074e-05 3.35292e-05 3.34375e-05 3.60985e-05 2.4926e-05
threshold=0.077565000000000009 0.070450000000000013 0.08623500000000002 0.086260000000000017 -0.078844999999999985
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=-0.016542202027754346 0.01738477854397431 0.0070359962812210457 0.015752578974786383 -0.014072380045748968 -0.0019125043102360907
leaf_weight=0.0013764545082657397 0.0010204969956045321 0.0010734838030669279 0.001439321658314386 0.0015578685859951339 0.0019453348255534155
leaf_count=1424 286 212 538 227 434
internal_value=0 -0.006211 0.00247706 -0.00174686 0.00472739
internal_weight=0 0.00244994 0.00596302 0.0045237 0.00296583
internal_count=3121 1636 1485 947 720
is_linear=0
shrinkage=0.1


Tree=6607
num_leaves=7
num_cat=0
split_feature=42 49 15 4 16 457
split_gain=1.27814e-05 3.61417e-05 3.46968e-05 6.52758e-05 4.50292e-05 2.48197e-05
threshold=0.091735000000000025 -0.00064499999999999985 -0.037864999999999989 -0.084369999999999987 -0.095964999999999981 0.080930000000000016
decision_type=2 2 2 2 2 2
left_child=1 5 4 -4 -3 -1
right_child=-2 2 3 -5 -6 -7
leaf_value=-0.020898933171104625 -0.0095566907463207097 0.011442423483807385 -0.00092975853752909137 0.028473588167725397 -0.017880537860462089 0.0010609551235327963
leaf_weight=0.0010034356642284257 0.0012099298424264699 0.0010049320223784121 0.0016065124153348846 0.0014244988957167687 0.0010935932773161448 0.0010566547074868445
leaf_count=360 667 299 509 604 471 211
internal_value=0 0.00155253 0.00604572 0.0128891 -0.00383849 -0.00963534
internal_weight=0 0.00718963 0.00512954 0.00303101 0.00209853 0.00206009
internal_count=3121 2454 1883 1113 770 571
is_linear=0
shrinkage=0.1


Tree=6608
num_leaves=6
num_cat=0
split_feature=150 16 1 0 12
split_gain=1.63855e-05 4.11714e-05 4.12768e-05 5.96896e-05 3.18535e-05
threshold=0.081835000000000019 -0.36241499999999999 0.11323000000000001 -0.08824499999999999 0.088305000000000008
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.00033801917860558801 0.00017401287130905626 -0.00041331130368158566 0.00029411811726140177 -0.00015691606388361593 0.00025108736850654119
leaf_weight=0.0014535709737021098 0.0016510105306532892 0.0013474631947327396 0.001648207138977547 0.0012531803126587537 0.0017815339639087452
leaf_count=289 420 561 221 661 969
internal_value=0 -4.17977e-05 2.96038e-05 -6.98843e-05 8.2603e-05
internal_weight=0 0.00748396 0.00603038 0.00438218 0.00303471
internal_count=3121 2701 2412 2191 1630
is_linear=0
shrinkage=0.00196078


Tree=6609
num_leaves=6
num_cat=0
split_feature=52 160 2 16 0
split_gain=1.36587e-05 6.73325e-05 3.8729e-05 3.74645e-05 5.48707e-05
threshold=-0.046924999999999988 -1.0000000180025095e-35 0.089885000000000007 -0.056919999999999991 -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=-0.0081701406392792105 -0.025409845165353752 -0.0072744479663238984 0.015795708966196909 -0.011428418683907036 0.019370245262807194
leaf_weight=0.0011643211036258348 0.0010728488052859321 0.0013161978623121618 0.0016021579539066185 0.0013645732096271962 0.0018723933337717049
leaf_count=404 743 200 549 206 1019
internal_value=0 -0.00287268 0.00570926 0.00243769 0.00837176
internal_weight=0 0.00562601 0.00276648 0.00455316 0.00318859
internal_count=3121 2168 953 1425 1219
is_linear=0
shrinkage=0.1


Tree=6610
num_leaves=6
num_cat=0
split_feature=42 43 16 4 0
split_gain=1.40845e-05 3.91481e-05 3.2295e-05 4.58598e-05 3.46564e-05
threshold=-1.0000000180025095e-35 -0.061959999999999994 -0.056919999999999991 -0.059649999999999988 -0.20211999999999997
decision_type=2 2 2 2 2
left_child=-1 -2 4 -4 -3
right_child=1 2 3 -5 -6
leaf_value=-0.0094222884302638046 0.013753080112211206 -0.0095492606799045081 -0.027646965315447997 0.0015905703821136989 0.01276338157399033
leaf_weight=0.0013431831513271804 0.001960483370845173 0.0011487281785746717 0.0010138519809458901 0.0011393693238843667 0.0017667327360685653
leaf_count=862 1023 110 312 213 601
internal_value=0 0.00175341 -0.00288787 -0.012176 0.00397192
internal_weight=0 0.00702917 0.00506868 0.00215322 0.00291546
internal_count=3121 2259 1236 525 711
is_linear=0
shrinkage=0.1


Tree=6611
num_leaves=6
num_cat=0
split_feature=0 1 2 2 151
split_gain=1.44269e-05 4.10504e-05 3.71972e-05 3.53692e-05 4.7958e-05
threshold=-0.060129999999999996 0.085110000000000005 0.10097500000000002 0.089775000000000008 -0.0083949999999999979
decision_type=2 2 2 2 2
left_child=1 -1 -2 -3 -5
right_child=2 3 -4 4 -6
leaf_value=-0.020539989426098686 0.014352190140305192 -0.009993429122083012 -0.009225846811508993 -0.0087599831865228343 0.018801364034602155
leaf_weight=0.0010777852511416278 0.0018221019771952987 0.0017128326171974061 0.0010574013900355611 0.0010142790757075165 0.0016721753315121646
leaf_count=1544 262 604 311 153 247
internal_value=0 -0.00304919 0.00569394 0.00123589 0.00839549
internal_weight=0 0.00547707 0.0028795 0.00439929 0.00268645
internal_count=3121 2548 573 1004 400
is_linear=0
shrinkage=0.1


Tree=6612
num_leaves=7
num_cat=0
split_feature=0 4 1 13 3 2
split_gain=3.20028e-05 4.85464e-05 4.80873e-05 4.47166e-05 6.26579e-05 7.99794e-05
threshold=-1.0000000180025095e-35 -0.46376499999999993 0.077565000000000009 -0.094514999999999988 0.10893000000000001 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 -4 5 -5
right_child=1 -3 3 4 -6 -7
leaf_value=-0.00042071102010358648 -8.4053844173643819e-05 0.00052261980281709979 0.0003612551717994759 -0.00022104377351220237 -0.00042722164321679133 0.00035896794575416446
leaf_weight=0.0011784053079129612 0.0010103747498840636 0.0010181162382783876 0.0011449343016678264 0.0018500463995745836 0.0013616800919318828 0.001806623189192471
leaf_count=1552 164 161 231 582 98 333
internal_value=0 0.000220441 -5.77953e-05 1.15933e-05 -6.81819e-05 6.55182e-05
internal_weight=0 0.00202849 0.00734169 0.00616328 0.00501835 0.00365667
internal_count=3121 325 2796 1244 1013 915
is_linear=0
shrinkage=0.00196078


Tree=6613
num_leaves=7
num_cat=0
split_feature=13 3 1 151 16 13
split_gain=1.43676e-05 2.57037e-05 4.24966e-05 3.52782e-05 7.51425e-05 3.20493e-05
threshold=-0.23438999999999996 0.10893000000000001 0.11588000000000001 -0.024429999999999997 -0.092484999999999984 -0.0034749999999999994
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=0.011138740334486518 0.013732106277523658 -0.014526102532695387 0.018619699361217167 -0.025498469290921057 0.016620210199433352 -0.0063123155777681048
leaf_weight=0.0010121793452408222 0.0010172006027958543 0.0012670767455470241 0.0011309281547034209 0.0014247832850958963 0.0010463611224934206 0.001459392298482713
leaf_count=169 412 111 257 458 1154 560
internal_value=0 -0.00156976 0.00113095 -0.00286654 -0.00716218 0.00326393
internal_weight=0 0.00734574 0.00607867 0.00494774 0.00393054 0.00250575
internal_count=3121 2952 2841 2584 2172 1714
is_linear=0
shrinkage=0.1


Tree=6614
num_leaves=6
num_cat=0
split_feature=484 48 1 13 0
split_gain=2.00303e-05 3.95096e-05 2.95093e-05 3.96301e-05 3.60236e-05
threshold=0.084040000000000017 0.092475000000000016 0.11146500000000002 -0.084034999999999985 -0.077999999999999986
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=4.2687605436745429e-05 0.00025429073482019797 0.00021276636187906242 0.00011730972548794705 -0.00053543732003094612 -8.9593742337530091e-05
leaf_weight=0.0017289477046399321 0.0010502181737401728 0.0019107547358311414 0.0016194482527471269 0.001545910439082123 0.0012684702184759509
leaf_count=557 368 338 316 939 603
internal_value=0 -3.35738e-05 -0.000109951 -0.000190957 -0.000334491
internal_weight=0 0.00807353 0.00616278 0.00454333 0.00281438
internal_count=3121 2753 2415 2099 1542
is_linear=0
shrinkage=0.00196078


Tree=6615
num_leaves=7
num_cat=0
split_feature=11 13 0 47 15 0
split_gain=2.24965e-05 3.31598e-05 3.71807e-05 4.48849e-05 8.72847e-05 0.000105557
threshold=0.076920000000000002 -0.091054999999999983 -0.019414999999999998 0.092530000000000015 -0.095244999999999982 -0.11013499999999998
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=0.00025248759671423734 -0.0002762997425406508 0.00043956726445511745 0.00027094650204550027 -0.00041834439481997963 0.00021754330516951943 -0.00062081305317349253
leaf_weight=0.0020042700793527516 0.0010114010976915435 0.0011677261670198641 0.0011957013229784794 0.0013525599263559699 0.0011113321414702533 0.0012018811939408481
leaf_count=409 226 262 222 256 147 1599
internal_value=0 3.39955e-05 -3.86372e-05 -0.000115221 2.56067e-06 -0.000218043
internal_weight=0 0.00803347 0.0060292 0.0048335 0.00348094 0.00231321
internal_count=3121 2895 2486 2264 2008 1746
is_linear=0
shrinkage=0.00196078


Tree=6616
num_leaves=6
num_cat=0
split_feature=42 43 42 2 13
split_gain=1.41003e-05 3.17616e-05 3.48275e-05 3.82353e-05 7.71453e-05
threshold=0.091735000000000025 0.08845500000000002 -1.0000000180025095e-35 0.10803500000000001 -0.033284999999999988
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.016944784457073727 -0.010035727063462762 0.017925106060551851 -0.0097283176544230854 -0.0092234838947277652 0.021814370418905604
leaf_weight=0.0011278655307713006 0.0012050444613267916 0.0010277566929063195 0.0013042980811422626 0.0017861987138339309 0.001912042101325303
leaf_count=709 667 232 839 288 386
internal_value=0 0.00165652 -0.0010709 0.00250801 0.0090231
internal_weight=0 0.00715816 0.0061304 0.00500254 0.00321634
internal_count=3121 2454 2222 1513 1225
is_linear=0
shrinkage=0.1


Tree=6617
num_leaves=7
num_cat=0
split_feature=159 2 151 15 13 43
split_gain=3.17271e-05 4.48927e-05 7.71953e-05 9.85117e-05 8.71419e-05 6.19004e-05
threshold=-1.0000000180025095e-35 0.088850000000000012 -0.044604999999999992 -0.074054999999999996 -0.076384999999999995 -0.074359999999999996
decision_type=2 2 2 2 2 2
left_child=-1 5 -3 -4 -5 -2
right_child=1 2 3 4 -6 -7
leaf_value=-0.00033602481910951137 0.00011311839068128844 -0.00033966444746723676 0.00067975195991309381 0.00041017552708479891 -0.00027489849129668344 -0.00043092260168122918
leaf_weight=0.0010271234136783056 0.0016370634053260143 0.0010404689518386341 0.0014119770952416458 0.0013465215753503236 0.0015193313315071005 0.0015801932187171222
leaf_count=509 546 256 414 167 469 760
internal_value=0 2.87355e-05 0.000139336 0.000255841 4.69837e-05 -0.000154094
internal_weight=0 0.00853556 0.0053183 0.00427783 0.00286585 0.00321726
internal_count=3121 2612 1306 1050 636 1306
is_linear=0
shrinkage=0.00196078


Tree=6618
num_leaves=6
num_cat=0
split_feature=1 16 15 0 52
split_gain=1.25723e-05 3.05223e-05 2.44991e-05 5.61231e-05 5.89366e-05
threshold=0.10937500000000001 -0.071854999999999988 1.0000000180025095e-35 -0.10151999999999999 0.091275000000000009
decision_type=2 2 2 2 2
left_child=2 -2 3 -1 -5
right_child=1 -3 -4 4 -6
leaf_value=0.014223835363420654 0.016174716469678763 -0.0047332506310665025 -0.013736293146612176 -0.024233696424791132 0.0082868629951962942
leaf_weight=0.0018317927554303958 0.0013598236417457108 0.0014350889008083604 0.0014936296840355771 0.0012186657180710699 0.0010268229731260083
leaf_count=317 305 243 1153 917 186
internal_value=0 0.00543921 -0.0027797 0.00123403 -0.00936261
internal_weight=0 0.00279491 0.00557091 0.00407728 0.00224549
internal_count=3121 548 2573 1420 1103
is_linear=0
shrinkage=0.1


Tree=6619
num_leaves=6
num_cat=0
split_feature=43 3 13 52 16
split_gain=1.39235e-05 3.83233e-05 1.92816e-05 3.47882e-05 2.75675e-05
threshold=-0.04890499999999999 -0.077774999999999983 -0.095304999999999987 -0.0064899999999999992 -0.16075999999999999
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -5
right_child=2 -3 3 4 -6
leaf_value=-0.0038972695700595326 0.0054370194541899525 0.019090137322393064 -0.019179903958872743 -0.010637860127633752 0.012242614945330443
leaf_weight=0.0017917314403599371 0.0017695763495923439 0.0012184257812222759 0.0014622634337904572 0.0010445875086492037 0.0010618862844467972
leaf_count=960 314 495 393 160 799
internal_value=0 0.00540738 -0.00309775 -0.00732976 0.000896327
internal_weight=0 0.00301016 0.00533831 0.00356874 0.00210647
internal_count=3121 1455 1666 1352 959
is_linear=0
shrinkage=0.1


Tree=6620
num_leaves=7
num_cat=0
split_feature=484 51 49 0 4 12
split_gain=1.34653e-05 2.38331e-05 2.31897e-05 3.57796e-05 3.56615e-05 4.54744e-05
threshold=0.073690000000000019 0.092235000000000011 -0.047584999999999995 -0.11756999999999999 0.071150000000000005 0.088365000000000013
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=0.0073199463824871139 0.010249293442616679 0.012557352142676257 -0.02040016310822123 0.0038750073894947747 0.013736944831618837 -0.024450593776128252
leaf_weight=0.0014151107919900515 0.0011057196930963006 0.0010211677094837408 0.0014450719709478551 0.0012942594034001695 0.0010460886509430617 0.0010083344133790849
leaf_count=275 394 326 248 725 250 903
internal_value=0 -0.00159986 -0.00392829 -0.00724876 -0.00157347 -0.00852912
internal_weight=0 0.00723003 0.00620887 0.00479375 0.00334868 0.00230259
internal_count=3121 2727 2401 2126 1878 1628
is_linear=0
shrinkage=0.1


Tree=6621
num_leaves=8
num_cat=0
split_feature=1 42 133 16 0 1 15
split_gain=2.42701e-05 4.80682e-05 4.30114e-05 5.26419e-05 5.47446e-05 5.12705e-05 3.38229e-05
threshold=0.13146500000000003 0.091735000000000025 0.083950000000000011 0.0065250000000000004 -0.14001499999999997 0.095285000000000022 -0.095869999999999983
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=-0.00019204356456843451 0.00026244830636795014 -0.00041883336816561639 0.00033157051309892614 0.00023795304352927182 -0.00071918762118124168 -9.5389518820823371e-05 0.00030056871361494153
leaf_weight=0.0011192209309631301 0.0011379320802725979 0.0011298619675482189 0.0013505017986045788 0.0016659525938030753 0.0010073737908117967 0.0010189688420643537 0.0010281241480951291
leaf_count=108 234 598 672 355 877 124 153
internal_value=0 -4.28637e-05 1.62164e-05 -5.67138e-05 -0.000174332 -0.000405504 4.38135e-05
internal_weight=0 0.00832 0.00719014 0.00583964 0.00417369 0.00202634 0.00214735
internal_count=3121 2887 2289 1617 1262 1001 261
is_linear=0
shrinkage=0.00196078


Tree=6622
num_leaves=7
num_cat=0
split_feature=11 13 160 16 16 1
split_gain=3.45946e-05 3.46489e-05 4.60946e-05 6.08729e-05 6.26096e-05 3.58789e-05
threshold=0.078065000000000009 -0.084034999999999985 -0.081069999999999989 0.033715000000000009 -0.079109999999999986 0.08844500000000001
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=2.5906904693063267e-05 -0.00035252062708401605 0.00032673929715096653 -0.00019321397602012119 -0.00044134319232245979 0.000363820786822896 0.00050348089447017441
leaf_weight=0.0014547415457384096 0.0010166271203525422 0.0010248808732630649 0.0019931002420230885 0.0016201431621741774 0.0012701592644172514 0.0010351846648974142
leaf_count=584 211 373 688 433 557 275
internal_value=0 3.04504e-05 -5.13101e-05 -0.000130651 2.36008e-05 0.000224458
internal_weight=0 0.00839821 0.00590828 0.0048834 0.00326326 0.00248993
internal_count=3121 2910 2051 1678 1245 859
is_linear=0
shrinkage=0.00196078


Tree=6623
num_leaves=8
num_cat=0
split_feature=157 160 42 42 151 13 16
split_gain=1.94619e-05 5.38698e-05 5.84858e-05 5.57549e-05 5.92905e-05 6.27644e-05 5.98831e-05
threshold=-0.06266999999999999 -1.0000000180025095e-35 -0.025789999999999997 0.091735000000000025 -0.0056149999999999993 -0.14819499999999997 -0.073404999999999984
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=0.00025147824425250127 -0.00041052026929862517 -0.00036548444953309051 -0.00020849995340956095 -0.0002714677295844643 -7.1928638200514605e-05 0.00078509787857575686 0.00018129350896440354
leaf_weight=0.001036808435272118 0.0012374179258912181 0.0011719364936322316 0.0010077275951321596 0.0011473971981186401 0.0010553372968359976 0.0013247173431408812 0.0012067652556165052
leaf_count=460 654 573 214 461 108 383 268
internal_value=0 -3.37369e-05 3.36982e-05 0.000115172 0.000211727 0.000329791 0.000497263
internal_weight=0 0.0081513 0.00691388 0.00574194 0.00459455 0.00358682 0.00253148
internal_count=3121 2661 2007 1434 973 759 651
is_linear=0
shrinkage=0.00196078


Tree=6624
num_leaves=7
num_cat=0
split_feature=42 49 15 4 16 457
split_gain=1.35015e-05 3.40162e-05 3.51292e-05 4.77797e-05 4.0998e-05 1.87424e-05
threshold=0.091735000000000025 -0.00064499999999999985 -0.037864999999999989 -0.084369999999999987 -0.090344999999999995 0.080930000000000016
decision_type=2 2 2 2 2 2
left_child=1 5 4 -4 -3 -1
right_child=-2 2 3 -5 -6 -7
leaf_value=-0.019067896994588981 -0.0098530144737098719 0.010546615587124678 0.0010430623189743729 0.02622396860102574 -0.017484425727629826 3.4722277097678391e-05
leaf_weight=0.0010004178537645655 0.0012009990585523057 0.0010053827782817468 0.0016061756111091507 0.0014194690855758993 0.0010847324926395456 0.0010555224784046303
leaf_count=360 667 329 509 604 441 211
internal_value=0 0.0016032 0.00596918 0.0128566 -0.00400099 -0.00926059
internal_weight=0 0.0071717 0.00511576 0.00302564 0.00209012 0.00205594
internal_count=3121 2454 1883 1113 770 571
is_linear=0
shrinkage=0.1


Tree=6625
num_leaves=8
num_cat=0
split_feature=11 3 1 133 3 3 15
split_gain=2.27285e-05 3.83194e-05 5.62235e-05 8.6679e-05 7.18484e-05 6.00944e-05 2.21689e-05
threshold=0.078065000000000009 -0.12018999999999998 0.094385000000000011 0.083950000000000011 0.084940000000000015 0.083060000000000009 -0.074054999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -4 -7
right_child=-2 2 5 -5 -6 6 -8
leaf_value=0.00038415498270758246 -0.00028674471603675801 -0.00078648340635502324 0.00042409925048395936 0.00020860428846279015 -7.1913996473265177e-05 0.00010685866346745617 -0.00028301295664611364
leaf_weight=0.0010019392271267673 0.0010112327076049693 0.0011311539583200745 0.0016225494237882849 0.0012200911144241147 0.0010368978817572819 0.001233105275620275 0.0010283841250092929
leaf_count=146 211 1104 480 785 106 161 128
internal_value=0 2.46623e-05 -2.48675e-05 -0.000209461 -0.000444732 0.000136158 -7.04306e-05
internal_weight=0 0.00827412 0.00727218 0.00338814 0.00216805 0.00388404 0.00226149
internal_count=3121 2910 2764 1995 1210 769 289
is_linear=0
shrinkage=0.00196078


Tree=6626
num_leaves=7
num_cat=0
split_feature=4 12 47 3 2 16
split_gain=2.18353e-05 3.10171e-05 6.71519e-05 8.19126e-05 5.35759e-05 6.77783e-05
threshold=0.27834500000000006 -0.040564999999999997 0.085270000000000026 0.10732000000000001 0.092365000000000017 -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=-0.00036103720531062796 0.00021870969539504933 0.00019810841048883052 0.00035118093743964488 0.0003461099075607621 -0.00060157660155935771 -0.0004318365473719151
leaf_weight=0.00101609902634752 0.0014724237085708917 0.0014184306537417934 0.0016380246900318113 0.0011724409995949904 0.0011435437069557599 0.0012227370768362394
leaf_count=237 340 676 321 97 694 756
internal_value=0 -4.2143e-05 6.98811e-06 -0.000106746 -0.000247033 -9.35266e-05
internal_weight=0 0.00761128 0.00659518 0.00495715 0.00378471 0.00264117
internal_count=3121 2781 2544 2223 2126 1432
is_linear=0
shrinkage=0.00196078


Tree=6627
num_leaves=7
num_cat=0
split_feature=11 2 3 2 42 12
split_gain=2.62089e-05 3.27603e-05 6.08334e-05 4.22791e-05 2.4651e-05 7.68466e-05
threshold=0.078065000000000009 0.099185000000000009 0.12178000000000001 0.091185000000000002 0.085465000000000013 1.0000000180025095e-35
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=0.00018768847098251713 -0.00030231973849670878 0.00040953012408675223 -0.00010674131194706944 -0.00039543475743374871 0.00025568749043523479 -0.00050559778455073112
leaf_weight=0.0015862919018151715 0.0010267517333378507 0.0019213714588254818 0.0016151348090372355 0.0011901551679991216 0.0012350315566793321 0.0010035885528755166
leaf_count=240 211 628 174 381 702 785
internal_value=0 2.92259e-05 0.000173747 -7.2687e-05 2.77389e-05 -8.09626e-05
internal_weight=0 0.00855157 0.00353651 0.00501507 0.00382491 0.00258988
internal_count=3121 2910 802 2108 1727 1025
is_linear=0
shrinkage=0.00196078


Tree=6628
num_leaves=7
num_cat=0
split_feature=159 2 151 15 13 43
split_gain=3.12935e-05 5.22757e-05 6.28482e-05 7.63685e-05 8.03231e-05 5.04714e-05
threshold=-1.0000000180025095e-35 0.088850000000000012 -0.044604999999999992 -0.074054999999999996 -0.076384999999999995 -0.074359999999999996
decision_type=2 2 2 2 2 2
left_child=-1 5 -3 -4 -5 -2
right_child=1 2 3 4 -6 -7
leaf_value=-0.00033701970514174413 7.4796288528202137e-05 -0.00027716271864108611 0.00063198144316007373 0.00041669726160313905 -0.00024862329959062901 -0.00041982054279488857
leaf_weight=0.0010053438614795645 0.0016044940036780782 0.001061229573561741 0.0013936961726752814 0.0013392271830237482 0.0014562773567401628 0.0015685990364851245
leaf_count=509 546 256 414 167 469 760
internal_value=0 2.89813e-05 0.000149063 0.000257037 7.01082e-05 -0.000169715
internal_weight=0 0.00842352 0.00525043 0.0041892 0.0027955 0.00317309
internal_count=3121 2612 1306 1050 636 1306
is_linear=0
shrinkage=0.00196078


Tree=6629
num_leaves=8
num_cat=0
split_feature=47 4 4 0 48 16 2
split_gain=3.16738e-05 6.79336e-05 5.05093e-05 4.9241e-05 4.34815e-05 4.51789e-05 7.04638e-05
threshold=0.12431000000000002 0.24564500000000003 -0.0016099999999999997 -0.11242999999999999 0.083985000000000018 -0.076354999999999992 0.097220000000000015
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 3 -5 -6 6 -8
leaf_value=0.00030171362700428812 -0.00032879720214506726 0.00036117475454706743 -4.0246968345849626e-05 -0.00061372379244485967 0.00042389077297216225 -0.0005528984427288678 0.00014926289801933993
leaf_weight=0.0010114882853694399 0.001014963564880198 0.0019294043289104735 0.0013324102858959627 0.0010135167225571186 0.0010178180205317263 0.0010903168253149562 0.0011077405160300896
leaf_count=680 91 402 153 455 277 768 295
internal_value=0 3.76752e-05 -5.7279e-05 -0.000288008 7.07613e-05 -4.12239e-05 -0.000199035
internal_weight=0 0.00850269 0.00657329 0.00234593 0.00422736 0.00320955 0.00219806
internal_count=3121 3030 2628 608 2020 1743 1063
is_linear=0
shrinkage=0.00196078


Tree=6630
num_leaves=6
num_cat=0
split_feature=52 0 0 2 13
split_gain=1.42336e-05 3.46886e-05 4.06075e-05 4.06024e-05 3.89657e-05
threshold=0.11434500000000002 -0.077999999999999986 -0.10607499999999999 0.091185000000000002 0.0076650000000000008
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -3
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leaf_value=0.015801136987479106 -0.010330658181825858 0.01989795303950001 -0.019883127694066256 -0.0072443030235294879 -0.0036278626171744421
leaf_weight=0.0012597786231379028 0.0011625441199233609 0.0016869854947147672 0.0011800409416028359 0.001944613396308306 0.001208290638563913
leaf_count=167 501 632 1269 301 251
internal_value=0 0.00158519 -0.00402431 0.00181581 0.0100799
internal_weight=0 0.00727971 0.00438443 0.00320439 0.00289528
internal_count=3121 2620 1737 468 883
is_linear=0
shrinkage=0.1


Tree=6631
num_leaves=7
num_cat=0
split_feature=2 2 13 42 43 15
split_gain=1.40299e-05 4.62426e-05 2.72057e-05 2.54201e-05 5.91053e-05 2.39408e-05
threshold=0.099185000000000009 0.091185000000000002 -0.08971999999999998 0.08623500000000002 -1.0000000180025095e-35 -0.074054999999999996
decision_type=2 2 2 2 2 2
left_child=1 3 -2 4 -1 -4
right_child=2 -3 5 -5 -6 -7
leaf_value=-0.020543993187032608 0.016968996990622261 -0.021901361495849203 0.0095284197732405443 0.014194765407494267 0.0095216186658961914 -0.01065918930391878
leaf_weight=0.0011677829860847 0.0012010481524693346 0.0010703373906444788 0.0010748275958702997 0.0011309142324347475 0.0014857730042229238 0.0012955048703211895
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internal_weight=0 0.00485481 0.00357138 0.00378447 0.00265356 0.00237033
internal_count=3121 2202 919 1799 1132 719
is_linear=0
shrinkage=0.1


Tree=6632
num_leaves=6
num_cat=0
split_feature=43 12 2 16 4
split_gain=1.34126e-05 3.34469e-05 2.29627e-05 3.88661e-05 6.66479e-05
threshold=-0.04890499999999999 0.051320000000000005 0.089885000000000007 -0.065229999999999996 0.16173500000000005
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
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leaf_value=0.019834191512562785 -0.013106885999968378 -0.0023269141736087556 0.027494046868343169 -0.010682856014907172 -0.0073324916001131866
leaf_weight=0.0010377354664636248 0.0015940646611363098 0.0019813619684185576 0.0010827093136629336 0.0015959222825912781 0.0011157795810460575
leaf_count=292 856 1163 258 377 175
internal_value=0 0.00529038 -0.0030353 0.00119587 0.00981884
internal_weight=0 0.0030191 0.00538848 0.00379441 0.00219849
internal_count=3121 1455 1666 810 433
is_linear=0
shrinkage=0.1


Tree=6633
num_leaves=7
num_cat=0
split_feature=159 2 151 15 2 43
split_gain=3.82876e-05 4.0345e-05 5.61136e-05 8.02811e-05 7.09729e-05 3.94222e-05
threshold=-1.0000000180025095e-35 0.088850000000000012 -0.044604999999999992 -0.074054999999999996 0.10097500000000002 -0.074359999999999996
decision_type=2 2 2 2 2 2
left_child=-1 5 -3 -4 -5 -2
right_child=1 2 3 4 -6 -7
leaf_value=-0.00036643337586485421 7.8353729851705074e-05 -0.00026490444092656262 0.00062285812161535419 0.0004219900359182114 -0.00020961762842780577 -0.00035890952572656593
leaf_weight=0.0010094316367943437 0.0016077439439176229 0.0010432005830129116 0.0014205143289902225 0.0011654272612947681 0.0016558235609093379 0.0015637126678541098
leaf_count=509 546 256 414 301 335 760
internal_value=0 3.75904e-05 0.000142506 0.000242703 5.12925e-05 -0.000137243
internal_weight=0 0.00845642 0.00528497 0.00424177 0.00282125 0.00317146
internal_count=3121 2612 1306 1050 636 1306
is_linear=0
shrinkage=0.00196078


Tree=6634
num_leaves=7
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split_feature=42 49 47 2 3 457
split_gain=1.41509e-05 2.98863e-05 3.07321e-05 3.45596e-05 2.24463e-05 1.65213e-05
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decision_type=2 2 2 2 2 2
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leaf_count=360 667 1145 142 399 197 211
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internal_weight=0 0.00720262 0.00514032 0.00409106 0.00267208 0.0020623
internal_count=3121 2454 1883 1741 1342 571
is_linear=0
shrinkage=0.1


Tree=6635
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split_feature=2 2 52 15 16 43
split_gain=1.4059e-05 4.27827e-05 2.75717e-05 2.73381e-05 2.19354e-05 1.83365e-05
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decision_type=2 2 2 2 2 2
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leaf_weight=0.0017435230126552803 0.001050500572684221 0.0010648263989122787 0.0012358391000164965 0.0010189982693705733 0.0012719755845887295 0.0010101758669984881
leaf_count=622 417 403 239 339 263 838
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internal_weight=0 0.00483752 0.00355832 0.0037727 0.00250781 0.00202917
internal_count=3121 2202 919 1799 502 1177
is_linear=0
shrinkage=0.1


Tree=6636
num_leaves=6
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split_feature=51 43 52 16 0
split_gain=1.45609e-05 2.75588e-05 4.78628e-05 5.8111e-05 7.29016e-05
threshold=-0.076794999999999988 -0.14968999999999996 -0.046924999999999988 -0.056919999999999991 -0.10474999999999998
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
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leaf_value=-0.0089249577875506487 0.015807142486105982 0.014477227007227587 -0.013052481440617833 -0.025738912586387205 0.017963323447193105
leaf_weight=0.0015104182739854874 0.0011828556384228441 0.0014830703851286282 0.0017047285369022019 0.0011359848447330487 0.0013643389628980158
leaf_count=537 234 548 307 431 1064
internal_value=0 0.00191915 -0.000968886 -0.00641654 0.000735443
internal_weight=0 0.00687098 0.00568812 0.00420505 0.00306907
internal_count=3121 2584 2350 1802 1371
is_linear=0
shrinkage=0.1


Tree=6637
num_leaves=6
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split_feature=42 43 16 1 4
split_gain=1.4782e-05 2.90897e-05 2.98609e-05 3.60862e-05 1.58294e-05
threshold=-1.0000000180025095e-35 -0.074359999999999996 0.064860000000000015 0.10439500000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
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leaf_value=-0.0097002040654366392 0.012497620394341061 0.0020691165762120271 -0.015943198499875338 0.01253277495639709 -0.015034829484677468
leaf_weight=0.0013298691129348282 0.0018660942965449063 0.001066333578473628 0.001193057769791229 0.001806538162892563 0.0010985121289844089
leaf_count=862 903 571 267 310 208
internal_value=0 0.00179673 -0.00206988 0.00209785 -0.00660997
internal_weight=0 0.00703054 0.00516444 0.00397138 0.00216485
internal_count=3121 2259 1356 1089 779
is_linear=0
shrinkage=0.1


Tree=6638
num_leaves=7
num_cat=0
split_feature=0 1 2 0 52 12
split_gain=1.55893e-05 2.41131e-05 2.86316e-05 4.47764e-05 5.99548e-05 2.80671e-05
threshold=-1.0000000180025095e-35 0.077565000000000009 1.0000000180025095e-35 -0.14920999999999998 -0.0064899999999999992 0.090455000000000021
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 -5 -6 -7
leaf_value=-0.016200259394089887 0.0082572793428997131 -0.019745434326571762 -0.019912923257474277 0.022889765941113679 0.012545474503915775 0.0032281860443786775
leaf_weight=0.0010463914693834512 0.001784971841088839 0.0011085743642360428 0.0010192467483678396 0.0010787318541550734 0.0012884608450681985 0.0010220908269337927
leaf_count=1552 325 314 87 336 172 335
internal_value=0 -0.00228255 0.000357127 0.0060713 -0.00179045 -0.00872487
internal_weight=0 0.0065635 0.0055171 0.00338644 0.00230771 0.00213067
internal_count=3121 2796 1244 595 259 649
is_linear=0
shrinkage=0.1


Tree=6639
num_leaves=7
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split_feature=11 0 13 49 47 3
split_gain=3.21136e-05 3.39472e-05 5.03274e-05 5.07908e-05 8.25696e-05 7.20035e-05
threshold=0.076920000000000002 -0.019414999999999998 -0.094514999999999988 -0.054984999999999992 0.092530000000000015 -0.0080949999999999998
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 4 -6 -7
leaf_value=0.00034272890020409886 -0.00033167839693381906 0.00026491322016389778 -0.00046691339911410494 -0.00020458579221193561 -0.00041109160663725832 0.00047171595285619449
leaf_weight=0.0011207295213784716 0.0010135409795624011 0.0019367951588770338 0.0012092779882817376 0.001010524277416544 0.0012798993413561856 0.0015091296381646868
leaf_count=284 226 261 241 1665 252 192
internal_value=0 3.8623e-05 -3.28793e-05 -0.000116922 -5.53072e-06 0.000200481
internal_weight=0 0.00806636 0.00612956 0.00500883 0.00379955 0.00251965
internal_count=3121 2895 2634 2350 2109 1857
is_linear=0
shrinkage=0.00196078


Tree=6640
num_leaves=7
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split_feature=50 160 2 3 52 1
split_gain=2.51997e-05 3.19332e-05 3.21548e-05 6.6191e-05 5.56528e-05 3.50787e-05
threshold=0.088425000000000017 -0.027994999999999996 0.11704500000000001 0.10542000000000001 -1.0000000180025095e-35 0.089770000000000016
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=0.0002778369214694853 -0.00028901059598685549 -0.00038967151572544701 -0.00033221964461248066 0.00042702173794343642 -0.00012384685668353855 0.00033000311190821359
leaf_weight=0.0016138925773588027 0.0010712306025578199 0.0014931347811674733 0.0011222078033375684 0.0012548729704073714 0.0014292784509990777 0.0012082620876002362
leaf_count=629 560 622 257 104 793 156
internal_value=0 3.0945e-05 -3.02831e-05 3.26326e-05 -8.71803e-05 8.40626e-05
internal_weight=0 0.00812165 0.00650776 0.00538555 0.00413068 0.00263754
internal_count=3121 2561 1932 1675 1571 949
is_linear=0
shrinkage=0.00196078


Tree=6641
num_leaves=7
num_cat=0
split_feature=11 2 43 52 2 52
split_gain=2.85488e-05 3.84326e-05 6.47223e-05 5.6423e-05 3.8657e-05 5.05511e-05
threshold=0.078065000000000009 0.089885000000000007 -0.074359999999999996 -0.046924999999999988 0.10613000000000002 0.070205000000000017
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=0.00013256249315953352 -0.00031316454129397991 0.00043340678620478178 -0.00041108090713454519 0.00024443731605089782 -0.00048577610127599165 0.00013405531464164111
leaf_weight=0.0017595859798306391 0.001012105738751168 0.0017051193353601582 0.00161445225650095 0.001428150360005969 0.0010151164387593521 0.0010084049669087372
leaf_count=694 211 462 933 447 190 184
internal_value=0 3.51374e-05 -0.000127567 0.000141593 -2.56224e-06 -0.000176888
internal_weight=0 0.00853083 0.00337404 0.00515679 0.00345167 0.00202352
internal_count=3121 2910 1627 1283 821 374
is_linear=0
shrinkage=0.00196078


Tree=6642
num_leaves=7
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split_feature=42 43 51 15 4 2
split_gain=1.56759e-05 3.12837e-05 3.43045e-05 2.79346e-05 6.00357e-05 5.73497e-05
threshold=0.091735000000000025 0.08845500000000002 -0.076794999999999988 -0.10324499999999999 -0.0029599999999999995 0.090675000000000019
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 4 -6 -7
leaf_value=-0.016306978374045194 -0.010600453713645569 0.017747134302383585 0.014986458278018443 0.025981271487042441 -0.017037105742252329 -0.0071444198368439474
leaf_weight=0.0011802988879974262 0.0012026618021207533 0.0010429587512486311 0.0013414602665623165 0.0010242655323665193 0.0015199745321211335 0.0010671667765788564
leaf_count=413 667 232 316 824 348 321
internal_value=0 0.00173598 -0.00098675 0.00266415 -0.00191298 0.00907867
internal_weight=0 0.00717612 0.00613317 0.00495287 0.00361141 0.00209143
internal_count=3121 2454 2222 1809 1493 1145
is_linear=0
shrinkage=0.1


Tree=6643
num_leaves=8
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split_feature=11 13 0 49 47 1 2
split_gain=3.14131e-05 3.08636e-05 3.17189e-05 5.41838e-05 0.000107902 4.32921e-05 2.09372e-05
threshold=0.076920000000000002 -0.091054999999999983 -0.019414999999999998 -0.054984999999999992 0.092530000000000015 0.095285000000000022 0.099185000000000009
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=5.1926690758275446e-05 -0.00032479848894479047 -0.00046153903390374327 0.00025467884397288278 -9.6992928580450043e-06 -0.00045147188253300246 0.00051423386773682273 0.00044745522496164001
leaf_weight=0.0010429493659557555 0.0010243169967716582 0.0012062740836231143 0.0012014596168887027 0.00118542135395267 0.0012465043474731798 0.0012412227874235206 0.0010155888565106183
leaf_count=244 226 230 222 1537 248 249 165
internal_value=0 3.95422e-05 -3.07088e-05 -0.00010098 1.7429e-05 0.000258291 0.000247062
internal_weight=0 0.00813942 0.00608088 0.00487942 0.00367315 0.00242664 0.00205854
internal_count=3121 2895 2486 2264 2034 1786 409
is_linear=0
shrinkage=0.00196078


Tree=6644
num_leaves=8
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split_feature=11 13 12 3 43 2 48
split_gain=2.60766e-05 2.85089e-05 4.81946e-05 6.50155e-05 6.07483e-05 7.64801e-05 2.55724e-05
threshold=0.078065000000000009 -0.094514999999999988 0.051320000000000005 -0.086554999999999979 -0.032879999999999993 0.11215000000000001 0.083985000000000018
decision_type=2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 6 -6
right_child=-2 2 3 -5 5 -7 -8
leaf_value=0.00023886666312608859 -0.000302245079374769 0.00048330483754005699 5.2952944977331869e-05 -0.00062972822165642051 -3.5706532117964424e-05 -0.00043889536153654101 0.0004036285984835558
leaf_weight=0.001912831134513529 0.0010288666916000314 0.001100802783207839 0.0011209492347256022 0.0010283993470619757 0.0010250654750406673 0.0012152562059971408 0.0010125176183708937
leaf_count=332 211 288 599 1316 180 107 88
internal_value=0 2.84452e-05 -3.34495e-05 -0.00027369 8.51546e-05 -4.95846e-05 0.000182608
internal_weight=0 0.00841582 0.00650299 0.00214935 0.00435364 0.00325284 0.00203758
internal_count=3121 2910 2578 1915 663 375 268
is_linear=0
shrinkage=0.00196078


Tree=6645
num_leaves=7
num_cat=0
split_feature=50 484 42 49 16 16
split_gain=1.51033e-05 3.03403e-05 2.38145e-05 3.77461e-05 4.77412e-05 7.9439e-05
threshold=0.079410000000000008 0.073690000000000019 -0.025789999999999997 -0.047584999999999995 -0.084119999999999986 0.16703000000000004
decision_type=2 2 2 2 2 2
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leaf_count=536 609 340 289 511 537 299
internal_value=0 0.00164252 -0.00096513 0.0017541 -0.0036387 0.00591977
internal_weight=0 0.00725318 0.00623899 0.00522653 0.00372608 0.00217508
internal_count=3121 2512 2172 1636 1347 836
is_linear=0
shrinkage=0.1


Tree=6646
num_leaves=7
num_cat=0
split_feature=16 4 0 1 47 48
split_gain=1.79895e-05 4.60027e-05 5.06523e-05 3.27796e-05 3.57042e-05 3.14126e-05
threshold=0.38525000000000004 -0.35136499999999998 -0.062294999999999996 0.085110000000000005 0.092530000000000015 0.085130000000000025
decision_type=2 2 2 2 2 2
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leaf_value=-0.021569242278763515 0.011457311063436032 -0.018394901888218653 0.021859176470662621 0.014285167313736448 -0.014696155029674097 -0.0068023595455653429
leaf_weight=0.0010208240155258324 0.0011717330780186396 0.0010531043961043169 0.0010074300835911289 0.0019834422665505518 0.0010345959288834477 0.0010971560758036812
leaf_count=142 311 1465 273 612 161 157
internal_value=0 -0.00190405 0.00134653 -0.00265189 0.00137684 0.00677484
internal_weight=0 0.00719655 0.00617573 0.0051683 0.00411519 0.0030806
internal_count=3121 2810 2668 2395 930 769
is_linear=0
shrinkage=0.1


Tree=6647
num_leaves=7
num_cat=0
split_feature=52 52 12 4 1 0
split_gain=1.52498e-05 3.6093e-05 3.62261e-05 6.3323e-05 4.70211e-05 7.8855e-05
threshold=0.11434500000000002 0.070205000000000017 0.097825000000000009 -0.04890499999999999 0.11181500000000001 -0.13027499999999997
decision_type=2 2 2 2 2 2
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leaf_count=558 501 562 334 193 280 693
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internal_weight=0 0.00719914 0.00612712 0.00496954 0.0036638 0.00244911
internal_count=3121 2620 2058 1724 1166 886
is_linear=0
shrinkage=0.1


Tree=6648
num_leaves=7
num_cat=0
split_feature=13 51 47 12 1 16
split_gain=1.45063e-05 2.41276e-05 3.0886e-05 6.7221e-05 6.42478e-05 4.86271e-05
threshold=-0.23438999999999996 0.08955500000000001 0.10621500000000002 0.088615000000000013 0.094385000000000011 -0.079734999999999986
decision_type=2 2 2 2 2 2
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internal_weight=0 0.00730425 0.00618569 0.00507363 0.00349749 0.0022464
internal_count=3121 2952 2589 2437 1380 1044
is_linear=0
shrinkage=0.1


Tree=6649
num_leaves=8
num_cat=0
split_feature=0 4 13 49 0 3 3
split_gain=3.26809e-05 4.86587e-05 3.25043e-05 4.46601e-05 4.24109e-05 5.49141e-05 4.6805e-05
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decision_type=2 2 2 2 2 2 2
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leaf_value=0.00018242120047012037 -8.487225319503976e-05 0.00052245592629056954 -0.00048731381659315883 0.00040886756343879458 1.8579751042770726e-05 -0.00018176761440704024 -0.00054496406879463199
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internal_weight=0 0.00202904 0.0074129 0.00581774 0.00470768 0.00242854 0.00227914
internal_count=3121 325 2796 2453 2236 324 1912
is_linear=0
shrinkage=0.00196078


Tree=6650
num_leaves=7
num_cat=0
split_feature=0 13 43 2 3 12
split_gain=1.5074e-05 2.61469e-05 3.69533e-05 4.9522e-05 3.90664e-05 1.84439e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00626885 0.00521211 0.00397748 0.00270195 0.00204927
internal_count=3121 2756 2304 1466 642 365
is_linear=0
shrinkage=0.1


Tree=6651
num_leaves=8
num_cat=0
split_feature=11 13 49 12 16 2 16
split_gain=2.05274e-05 3.64367e-05 4.23825e-05 6.48849e-05 9.09309e-05 3.27359e-05 2.74876e-05
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decision_type=2 2 2 2 2 2 2
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leaf_weight=0.0011523728815528507 0.0010083052522450635 0.0013941811481535966 0.001236369824444309 0.0015631406003436743 0.0010033670501839161 0.0010124010001969839 0.0011344160367382824
leaf_count=256 211 261 219 1735 130 163 146
internal_value=0 3.12686e-05 -4.3814e-05 4.14343e-05 0.000194428 0.000250868 0.000439219
internal_weight=0 0.00849625 0.00633147 0.00493729 0.00337415 0.00216477 0.00213778
internal_count=3121 2910 2491 2230 495 419 276
is_linear=0
shrinkage=0.00196078


Tree=6652
num_leaves=8
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split_feature=50 484 15 133 3 16 4
split_gain=3.35953e-05 4.08407e-05 2.84887e-05 5.13891e-05 9.02315e-05 7.50737e-05 5.19182e-05
threshold=0.088425000000000017 0.084040000000000017 0.088345000000000021 0.084415000000000018 -0.10519499999999998 -0.094359999999999986 0.0061450000000000003
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 -5 5 6 -8
leaf_value=0.00047154402222265434 -0.00032661839792887717 0.00040569023961440894 0.00027208213695936869 -0.00047342414055207607 -0.00045993731524041152 -0.00025766232729226455 0.00031853856917459411
leaf_weight=0.0012463407150099986 0.0011277608079313132 0.0010003549258795616 0.0011206498188764671 0.0010066308799012288 0.0016157620387049413 0.0010171925285551752 0.0014701661693762985
leaf_count=214 560 323 497 470 293 584 180
internal_value=0 3.36138e-05 -1.61684e-05 -6.69902e-05 9.49024e-06 -0.000130861 8.29042e-05
internal_weight=0 0.0084771 0.00747674 0.00635609 0.00534946 0.00410312 0.00248736
internal_count=3121 2561 2238 1741 1271 1057 764
is_linear=0
shrinkage=0.00196078


Tree=6653
num_leaves=8
num_cat=0
split_feature=11 13 12 16 3 2 12
split_gain=2.91844e-05 5.27588e-05 3.95683e-05 8.82393e-05 7.44159e-05 3.63151e-05 3.4796e-05
threshold=0.078065000000000009 -0.091054999999999983 0.051320000000000005 -0.074319999999999983 0.076840000000000006 0.10005000000000001 0.095175000000000023
decision_type=2 2 2 2 2 2 2
left_child=1 5 3 -3 -5 -1 -4
right_child=-2 2 6 4 -6 -7 -8
leaf_value=5.36881599087856e-05 -0.00031812766585969689 -0.00029335796715556077 -0.00053181112030359682 0.00063902920215736761 -4.1066441502914404e-05 0.00056400392076827726 -2.1199607017736862e-05
leaf_weight=0.0011290308689866056 0.0010332494987306271 0.0017105831184293851 0.0010532996664535279 0.0011903889359434205 0.0012876937980331685 0.0010209177772222686 0.0010004860771999345
leaf_count=256 211 272 1311 216 154 163 538
internal_value=0 3.11055e-05 -6.01314e-05 4.91801e-05 0.000285629 0.000296015 -0.000283071
internal_weight=0 0.0083924 0.00624245 0.00418867 0.00247808 0.00214995 0.00205379
internal_count=3121 2910 2491 642 370 419 1849
is_linear=0
shrinkage=0.00196078


Tree=6654
num_leaves=7
num_cat=0
split_feature=1 42 13 0 49 0
split_gain=1.53626e-05 2.58765e-05 3.06904e-05 5.29926e-05 6.40725e-05 3.99853e-05
threshold=0.13146500000000003 0.091545000000000015 -0.13710499999999998 -0.030209999999999997 -0.00064499999999999985 -0.10096999999999999
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=0.0011907744199897638 0.0010089608874366785 0.0010055693232031634 0.0015093308923007417 0.0010982202269997667 0.0015387126450626123 0.0010114188653343552
leaf_count=132 234 616 447 242 227 1223
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internal_weight=0 0.00735403 0.00634846 0.00515768 0.00405946 0.00255013
internal_count=3121 2887 2271 2139 1897 1450
is_linear=0
shrinkage=0.1


Tree=6655
num_leaves=8
num_cat=0
split_feature=484 133 52 13 3 4 3
split_gain=3.16726e-05 5.33616e-05 7.55169e-05 0.000116517 8.52587e-05 5.41846e-05 4.40251e-05
threshold=0.084040000000000017 -0.0061299999999999992 0.11434500000000002 -0.0030199999999999997 -0.075944999999999985 0.0061450000000000003 0.099930000000000005
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 -4 5 -6 6 -8
leaf_value=-0.00044985698147264339 0.00031040815546523398 1.5358392218530733e-05 -0.00047946503302509534 -0.00039437521718772866 0.00072994667001145092 0.00036534111341204488 -0.00020100541190460101
leaf_weight=0.0010916372460593746 0.0010861551965069211 0.0011530461991411491 0.0010241104833749078 0.0016389876727832347 0.001448146173144881 0.0010503543265751956 0.0010605352833664983
leaf_count=766 368 670 333 413 373 121 77
internal_value=0 -4.52519e-05 1.46358e-05 9.43096e-05 0.000413187 -0.000126887 8.08021e-05
internal_weight=0 0.00846682 0.00737518 0.00635107 0.00260119 0.00374988 0.00211089
internal_count=3121 2753 1987 1654 1043 611 198
is_linear=0
shrinkage=0.00196078


Tree=6656
num_leaves=7
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split_feature=13 3 1 151 16 13
split_gain=1.59523e-05 2.33619e-05 4.43334e-05 3.18707e-05 6.81678e-05 2.72561e-05
threshold=-0.23438999999999996 0.10893000000000001 0.11588000000000001 -0.016164999999999995 -0.092484999999999984 -0.0034749999999999994
decision_type=2 2 2 2 2 2
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leaf_value=0.011632497750888659 0.012513575578848996 -0.014000185636907787 0.018788881965079413 -0.024758854404384183 0.014909419075229781 -0.0062768207466088154
leaf_weight=0.0010275471854900341 0.0010254573789082655 0.001270713479924402 0.0011289647245063808 0.0014219192004662415 0.001052834283314072 0.0014347267298668637
leaf_count=169 417 111 257 457 1154 556
internal_value=0 -0.00167147 0.000912063 -0.00317761 -0.00729342 0.00269003
internal_weight=0 0.00733462 0.0060639 0.00493494 0.00390948 0.00248756
internal_count=3121 2952 2841 2584 2167 1710
is_linear=0
shrinkage=0.1


Tree=6657
num_leaves=6
num_cat=0
split_feature=3 51 0 0 12
split_gain=1.36193e-05 2.28003e-05 3.1626e-05 3.78104e-05 3.25155e-05
threshold=0.13524500000000003 0.087505000000000013 -0.17169499999999996 -0.084269999999999984 0.088615000000000013
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.014430877422974789 0.0095302472977374167 -0.015563939455704834 -0.014960500966142057 0.013136447532391746 -0.0076567504200224963
leaf_weight=0.001297233160879113 0.0012634444229853029 0.0010211032768103496 0.0017332434527858203 0.0016331289200476554 0.0013939699769975988
leaf_count=134 192 373 1030 531 861
internal_value=0 -0.00174074 0.000589387 -0.00318254 0.00356124
internal_weight=0 0.00707868 0.00605758 0.00476034 0.0030271
internal_count=3121 2929 2556 2422 1392
is_linear=0
shrinkage=0.1


Tree=6658
num_leaves=6
num_cat=0
split_feature=15 0 0 47 43
split_gain=1.3758e-05 2.37531e-05 6.0971e-05 4.3587e-05 5.01282e-05
threshold=-0.11713499999999999 -0.10096999999999999 -0.14051499999999997 0.085270000000000026 -0.084004999999999982
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -3
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leaf_value=-0.0085388110466143672 -0.0028907685725473803 0.0059701842798216727 0.027397182448429119 0.014927269278271749 -0.0202482679301146
leaf_weight=0.0015474091812819014 0.0016936517149852641 0.0012678935441566672 0.0010939209192911679 0.0010096244956800467 0.0017164776964113462
leaf_count=484 257 521 162 207 1490
internal_value=0 0.00191094 0.00899506 -0.00303335 -0.0091095
internal_weight=0 0.00678157 0.00278757 0.003994 0.00298437
internal_count=3121 2637 419 2218 2011
is_linear=0
shrinkage=0.1


Tree=6659
num_leaves=6
num_cat=0
split_feature=51 43 52 16 0
split_gain=2.80127e-05 3.16177e-05 4.60791e-05 6.86623e-05 8.63489e-05
threshold=-0.076794999999999988 -0.14968999999999996 -0.046924999999999988 -0.056919999999999991 -0.10474999999999998
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
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leaf_value=-0.00023983152602667938 0.00032182275904302568 0.0002684504329368346 -0.0002510097279919901 -0.00050771989805132299 0.00038029434749006769
leaf_weight=0.001663625413933288 0.0012818527828998777 0.0016190833361994358 0.0018731465823916889 0.0012535167266057826 0.0015000711996215777
leaf_count=537 234 548 307 431 1064
internal_value=0 4.1318e-05 -1.62511e-05 -0.00011588 2.97314e-05
internal_weight=0 0.00752767 0.00624582 0.00462673 0.00337322
internal_count=3121 2584 2350 1802 1371
is_linear=0
shrinkage=0.00196078


Tree=6660
num_leaves=6
num_cat=0
split_feature=51 52 43 16 0
split_gain=1.34796e-05 2.54526e-05 4.34538e-05 5.1273e-05 7.15651e-05
threshold=-0.076794999999999988 -0.046924999999999988 -0.14968999999999996 -0.056919999999999991 -0.10474999999999998
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0085952321547599578 0.012877876186280602 0.016851485034156705 -0.013003205529814727 -0.024250614422515925 0.017805315090860762
leaf_weight=0.0015065944712507372 0.0016028536557500979 0.001031748724483323 0.0016983801913393881 0.0011309501862684741 0.001355932354452893
leaf_count=537 602 180 307 431 1064
internal_value=0 0.00185635 -0.00152986 -0.00606123 0.000673938
internal_weight=0 0.00681987 0.00521701 0.00418526 0.00305431
internal_count=3121 2584 1982 1802 1371
is_linear=0
shrinkage=0.1


Tree=6661
num_leaves=6
num_cat=0
split_feature=13 12 0 151 1
split_gain=1.57169e-05 1.94576e-05 4.0154e-05 5.15338e-05 3.09198e-05
threshold=-0.23438999999999996 -0.010834999999999999 -0.053834999999999994 -0.0083949999999999979 0.095285000000000022
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=0.011589432379225767 0.010955231163923839 -0.017408071829805732 -0.018155006265651148 -0.0037675100290918903 0.014954994642922834
leaf_weight=0.001020777328876169 0.0010469957856147037 0.0011814559050292066 0.0014811785439138164 0.0015806073221488462 0.0019959513825179949
leaf_count=169 345 372 389 1590 256
internal_value=0 -0.00165973 -0.00377664 0.000699371 0.00668086
internal_weight=0 0.00728619 0.00623919 0.00475801 0.00357656
internal_count=3121 2952 2607 2218 1846
is_linear=0
shrinkage=0.1


Tree=6662
num_leaves=6
num_cat=0
split_feature=42 51 16 2 2
split_gain=3.46189e-05 4.66132e-05 3.54839e-05 7.20946e-05 4.58654e-05
threshold=-1.0000000180025095e-35 -0.076794999999999988 -0.074319999999999983 0.097220000000000015 0.092365000000000017
decision_type=2 2 2 2 2
left_child=-1 -2 4 -4 -3
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leaf_value=-0.00028055565645378314 -0.0003090102924083449 0.0001966915151633165 -9.0378767571953054e-05 0.00050279208146024519 -0.00024103993990258956
leaf_weight=0.0015413067100875479 0.001247493225895545 0.0017869882838494127 0.0013617246628825309 0.0018690415079452047 0.0018975278921039842
leaf_count=862 422 512 652 293 380
internal_value=0 3.98499e-05 0.000102783 0.000252779 -2.87404e-05
internal_weight=0 0.00816278 0.00691528 0.00323077 0.00368452
internal_count=3121 2259 1837 945 892
is_linear=0
shrinkage=0.00196078


Tree=6663
num_leaves=7
num_cat=0
split_feature=159 2 51 3 2 3
split_gain=2.46966e-05 3.57859e-05 5.44691e-05 5.98611e-05 4.60072e-05 3.35127e-05
threshold=-1.0000000180025095e-35 0.088850000000000012 0.078435000000000019 -0.116045 0.10613000000000002 -0.078934999999999991
decision_type=2 2 2 2 2 2
left_child=-1 5 3 -3 -5 -2
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leaf_value=-0.00030010105875170082 -0.00036254117476674575 0.00042861757482811296 0.00052390034348056148 0.0001491306837608342 -0.00033385778195187739 4.5621570978656672e-05
leaf_weight=0.0010058844309140712 0.0014220706165853992 0.0010455911121879866 0.0010507766927530127 0.0013874255753464023 0.0016720526053105307 0.0016954944656328288
leaf_count=509 926 172 234 488 412 380
internal_value=0 2.52777e-05 0.000125555 2.359e-05 -0.00011483 -0.000140561
internal_weight=0 0.00827341 0.00515585 0.00410507 0.00305948 0.00311757
internal_count=3121 2612 1306 1072 900 1306
is_linear=0
shrinkage=0.00196078


Tree=6664
num_leaves=8
num_cat=0
split_feature=131 150 16 12 4 0 48
split_gain=2.86721e-05 4.68296e-05 7.88332e-05 8.06281e-05 4.96112e-05 4.52198e-05 7.25153e-05
threshold=0.078765000000000016 0.094365000000000018 0.0065250000000000004 0.090995000000000006 -0.10429499999999998 -0.10474999999999998 0.083985000000000018
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 4 -5 -6 -7 -8
leaf_value=-0.00055314512534031289 -0.00029841119142510786 0.00043077954148419722 1.3930120345030088e-05 -0.00064424009311141043 0.0005429936509227819 0.0002376832099346005 0.00015232217226067698
leaf_weight=0.0011444713940266475 0.0011241815739015002 0.0010117168062280107 0.0015651683763238616 0.0010747370542584676 0.0012068779438651762 0.0014376020468062807 0.0010972841074946057
leaf_count=183 516 216 254 549 363 917 123
internal_value=0 3.47094e-05 -1.85331e-05 -0.00017177 0.000244271 -3.37625e-05 -0.000207836
internal_weight=0 0.00853786 0.00752614 0.00475409 0.00277205 0.00367936 0.00224176
internal_count=3121 2605 2389 1772 617 1223 306
is_linear=0
shrinkage=0.00196078


Tree=6665
num_leaves=6
num_cat=0
split_feature=42 160 52 49 4
split_gain=1.48848e-05 3.22433e-05 3.43452e-05 6.4122e-05 6.01384e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077655000000000016 -0.043469999999999995 0.076415000000000025
decision_type=2 2 2 2 2
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leaf_weight=0.001325019430533746 0.0016697198681000754 0.0013904122291312718 0.0014605671428382155 0.0010957891187921276 0.0014152221327211154
leaf_count=862 828 250 340 612 229
internal_value=0 0.00178236 0.00556111 0.000664235 -0.00887557
internal_weight=0 0.00703171 0.00536199 0.00390142 0.00251101
internal_count=3121 2259 1431 1091 841
is_linear=0
shrinkage=0.1


Tree=6666
num_leaves=6
num_cat=0
split_feature=52 13 2 48 12
split_gain=1.29782e-05 3.36947e-05 2.94768e-05 8.51806e-05 3.31778e-05
threshold=0.11434500000000002 -0.094514999999999988 0.11215000000000001 0.083985000000000018 0.084100000000000022
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.012832598495821135 -0.0099066683832377267 0.0019157881441854735 -0.017269511798914602 0.024268684238217004 -0.0191696759026832
leaf_weight=0.0019303025785971607 0.0011503816530754997 0.0016445056498794704 0.0010884941731003107 0.0011572987609203482 0.0013662007222520884
leaf_count=318 501 405 313 328 1256
internal_value=0 0.00153337 -0.00261595 0.0012109 -0.00765239
internal_weight=0 0.0071868 0.0052565 0.00416801 0.00301071
internal_count=3121 2620 2302 1989 1661
is_linear=0
shrinkage=0.1


Tree=6667
num_leaves=6
num_cat=0
split_feature=4 4 2 48 4
split_gain=1.33274e-05 2.7144e-05 4.42413e-05 4.17871e-05 3.74688e-05
threshold=0.24564500000000003 0.055260000000000011 0.10981000000000002 0.083985000000000018 -0.10429499999999998
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.023895467654042796 0.0072475411432560352 -0.015174728786013857 0.017699697575103698 0.012327073150161441 -0.00049102231654793037
leaf_weight=0.001212523311000272 0.0019277034817919633 0.0012937288432546433 0.001214788269349845 0.0011006018219370602 0.0015693589748070561
leaf_count=234 426 279 290 362 1530
internal_value=0 -0.00223874 0.00104452 -0.00416671 -0.0106922
internal_weight=0 0.006391 0.00509727 0.00388248 0.00278188
internal_count=3121 2695 2416 2126 1764
is_linear=0
shrinkage=0.1


Tree=6668
num_leaves=6
num_cat=0
split_feature=0 1 47 0 2
split_gain=1.55571e-05 3.60943e-05 3.44485e-05 3.9487e-05 3.26112e-05
threshold=-0.060129999999999996 0.08844500000000001 0.092530000000000015 -0.14116499999999996 0.10097500000000002
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -2
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leaf_value=-0.016795299195868408 0.014070917959783047 -0.0025588736757193183 -0.012637881811310698 0.021309920731902361 -0.0080919518151583037
leaf_weight=0.0014331588714830458 0.001809144070159272 0.0016150326738804536 0.0011828315973725139 0.001214151963979473 0.0010488092093754869
leaf_count=1665 262 203 196 484 311
internal_value=0 -0.00317308 0.001693 0.00768448 0.00593761
internal_weight=0 0.00544518 0.00401202 0.00282918 0.00285795
internal_count=3121 2548 883 687 573
is_linear=0
shrinkage=0.1


Tree=6669
num_leaves=8
num_cat=0
split_feature=484 160 42 151 16 2 2
split_gain=3.15655e-05 4.20249e-05 5.72584e-05 3.99715e-05 6.79694e-05 6.94339e-05 9.6961e-05
threshold=0.084040000000000017 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 0.16703000000000004 0.086885000000000004 0.11215000000000001
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=-0.00038596224878490354 0.00030514332656259426 -0.00038090204932256238 -0.0002290676780469481 -5.7960465404756963e-05 -0.00023390813989346821 0.00088275447841611686 6.4383487859422358e-05
leaf_weight=0.0012197611817538999 0.0010903148424305778 0.0012115253401167808 0.0012249271799689007 0.0012860068774143106 0.0012047390433759875 0.0012329817144807072 0.0010146867665613449
leaf_count=632 368 713 299 405 257 274 173
internal_value=0 -4.94879e-05 7.71438e-06 8.66665e-05 0.000168287 0.000305408 0.000513309
internal_weight=0 0.00839463 0.00717487 0.00596334 0.00473841 0.00353368 0.00224767
internal_count=3121 2753 2121 1408 1109 852 447
is_linear=0
shrinkage=0.00196078


Tree=6670
num_leaves=8
num_cat=0
split_feature=11 13 0 49 47 1 12
split_gain=2.60446e-05 3.17388e-05 3.48635e-05 4.99938e-05 9.22846e-05 3.81771e-05 2.28152e-05
threshold=0.078065000000000009 -0.091054999999999983 -0.019414999999999998 -0.054984999999999992 0.092530000000000015 0.095285000000000022 0.088305000000000008
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 -4 4 -6 -7 -8
leaf_value=3.3066797796399573e-05 -0.00030030165589402084 -0.00045027339124220915 0.00026067685214800965 -2.3464778951691917e-05 -0.00042389046306160968 0.00046708984271783113 0.00044279988818101296
leaf_weight=0.0010399140369129556 0.0010319427894624087 0.0012599123393448172 0.0011917281944014172 0.0012019406575083298 0.001284218987315656 0.0012383653677706377 0.0010501104603350495
leaf_count=309 211 231 223 1540 248 249 110
internal_value=0 3.00722e-05 -4.06065e-05 -0.00011264 1.5724e-06 0.000225474 0.000238933
internal_weight=0 0.00826619 0.00617617 0.00498444 0.00372453 0.00244031 0.00209002
internal_count=3121 2910 2491 2268 2037 1789 419
is_linear=0
shrinkage=0.00196078


Tree=6671
num_leaves=8
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split_feature=52 52 52 43 43 2 12
split_gain=3.38994e-05 4.82747e-05 4.3748e-05 4.56517e-05 8.77913e-05 7.87441e-05 2.80242e-05
threshold=-0.23798499999999997 -0.081934999999999994 -0.0064899999999999992 -0.0037449999999999996 -0.14968999999999996 0.10613000000000002 0.078300000000000008
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 -5
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leaf_value=-0.00033958009447868808 0.00038331745885351859 -0.00034056757689729882 0.00018525451209376392 0.00066669598080374771 -0.00059895527317182509 -0.00013403189407812756 0.00021142728632752729
leaf_weight=0.0010199473280522392 0.0013217342485899765 0.0013643396425602923 0.0011935826622588323 0.0010223163003764491 0.0010160465829426933 0.0016963423468668009 0.0010575785779598228
leaf_count=385 376 448 167 126 959 216 444
internal_value=0 3.83254e-05 -2.37121e-05 4.85078e-05 -0.000175346 0.000179494 0.000435202
internal_weight=0 0.00867194 0.00735021 0.00598587 0.00220963 0.00377624 0.00207989
internal_count=3121 2736 2360 1912 1126 786 570
is_linear=0
shrinkage=0.00196078


Tree=6672
num_leaves=7
num_cat=0
split_feature=159 0 2 4 0 16
split_gain=3.20089e-05 4.54585e-05 0.000121658 3.26167e-05 8.28133e-05 4.77613e-05
threshold=-1.0000000180025095e-35 -0.20211999999999997 0.11293500000000002 -0.35136499999999998 -0.077999999999999986 -0.083539999999999989
decision_type=2 2 2 2 2 2
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leaf_value=-0.00033089573577216427 -0.00026303521326078463 -0.00033550064024517347 0.0005882032466110619 4.7445799788082635e-05 0.00038290210745325096 -0.00048683695856518002
leaf_weight=0.0010380279226815175 0.001612762771790649 0.0011104206212441932 0.0015425497188811593 0.0015492860442161689 0.0016722620895667445 0.0010999897863802391
leaf_count=509 129 170 421 636 478 778
internal_value=0 3.36401e-05 0.000102242 -3.57592e-05 4.12594e-05 -0.000174391
internal_weight=0 0.00858727 0.00697451 0.00543196 0.00432154 0.00264928
internal_count=3121 2612 2483 2062 1892 1414
is_linear=0
shrinkage=0.00196078


Tree=6673
num_leaves=7
num_cat=0
split_feature=0 15 1 1 16 52
split_gain=1.40198e-05 2.49894e-05 6.22568e-05 7.16312e-05 3.27269e-05 1.51669e-05
threshold=-0.019414999999999998 -0.0063699999999999989 0.094090000000000021 0.11181500000000001 -0.014034999999999997 0.024145000000000003
decision_type=2 2 2 2 2 2
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leaf_value=-0.027216887848541666 0.015808674049716226 -0.0054954567912564771 0.021186681597760243 -0.010902982138434828 0.019084236429161308 -0.0013846589803607333
leaf_weight=0.001108713914566301 0.0010162644406684572 0.0011277157975492641 0.0010772072094029999 0.0019637106600871941 0.0010424040385413197 0.001036205840634291
leaf_count=944 267 952 223 351 286 98
internal_value=0 -0.00238418 -0.0069316 0.000464381 0.00631125 0.00712848
internal_weight=0 0.00631975 0.00414963 0.00304092 0.00217012 0.00205247
internal_count=3121 2756 1518 574 1238 365
is_linear=0
shrinkage=0.1


Tree=6674
num_leaves=6
num_cat=0
split_feature=4 16 2 2 1
split_gain=1.24108e-05 2.18623e-05 4.22118e-05 5.29312e-05 3.55004e-05
threshold=0.24564500000000003 -0.094359999999999986 0.10644500000000001 0.090050000000000005 0.091900000000000023
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.012769122982218512 0.0069503814144583481 0.015158426791193487 0.016633354582536345 -0.021197459523279463 -0.0093833672311221632
leaf_weight=0.0014928741102483625 0.0019444237994466337 0.0013261009406900265 0.0012838896368356301 0.0012429582320650423 0.0010609998523389273
leaf_count=393 426 1051 394 539 318
internal_value=0 -0.00217097 0.00104879 -0.00446321 0.00425028
internal_weight=0 0.00640682 0.00491395 0.00363006 0.0023871
internal_count=3121 2695 2302 1908 1369
is_linear=0
shrinkage=0.1


Tree=6675
num_leaves=6
num_cat=0
split_feature=0 1 4 2 16
split_gain=2.55975e-05 3.68029e-05 3.81796e-05 4.01683e-05 7.41479e-05
threshold=-1.0000000180025095e-35 0.077565000000000009 -0.04890499999999999 1.0000000180025095e-35 -0.074319999999999983
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.00037467702229136566 0.00019446952286143621 -0.00032198728845764203 -0.0001449857253889448 -1.638024534169764e-05 0.00061485941094722248
leaf_weight=0.0011814966071587085 0.0019611886253586893 0.0011319573248547831 0.0019300179262464363 0.0019445030541825504 0.0011318855982905445
leaf_count=1552 325 398 378 289 179
internal_value=0 -5.77718e-05 3.22531e-06 7.67565e-05 0.00021587
internal_weight=0 0.00731986 0.00613836 0.00500641 0.00307639
internal_count=3121 2796 1244 846 468
is_linear=0
shrinkage=0.00196078


Tree=6676
num_leaves=7
num_cat=0
split_feature=0 1 13 4 3 2
split_gain=1.36087e-05 2.14546e-05 2.6062e-05 4.45549e-05 3.89741e-05 3.77273e-05
threshold=-1.0000000180025095e-35 0.077565000000000009 -0.094514999999999988 -0.0092149999999999992 0.10893000000000001 1.0000000180025095e-35
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=-0.015296866291442722 0.0077116966049028558 0.014744531581214002 -0.020847340629655233 -0.0022991417287480127 -0.01402469968087401 0.022601315649208937
leaf_weight=0.0010435982381361729 0.0017795521016164195 0.0010230763950341056 0.0010615538791354752 0.0012954651320357196 0.0010018833217955159 0.0011474021507830857
leaf_count=1552 325 231 513 212 75 213
internal_value=0 -0.00214611 0.000335921 -0.0029353 0.00258458 0.00939647
internal_weight=0 0.00657298 0.00552938 0.0045063 0.00344475 0.00244287
internal_count=3121 2796 1244 1013 500 425
is_linear=0
shrinkage=0.1


Tree=6677
num_leaves=6
num_cat=0
split_feature=15 52 3 49 0
split_gain=1.36141e-05 2.20328e-05 3.73312e-05 4.24047e-05 7.58445e-05
threshold=-0.11713499999999999 -0.12005499999999998 -0.082094999999999987 -0.006494999999999999 -0.084144999999999984
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
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leaf_value=-0.0084876639816373178 -0.011568426556659815 0.015729465883823738 -0.016443468809850419 0.022739757744572597 -0.01153068566091121
leaf_weight=0.0015527966008119275 0.0010311089403246369 0.001910406687362449 0.0012567121111984837 0.0013182265201070898 0.0012659524675218302
leaf_count=484 485 990 262 380 520
internal_value=0 0.00189247 0.00430578 -0.00137621 0.00595116
internal_weight=0 0.00678241 0.0057513 0.00384089 0.00258418
internal_count=3121 2637 2152 1162 900
is_linear=0
shrinkage=0.1


Tree=6678
num_leaves=7
num_cat=0
split_feature=50 484 52 150 2 3
split_gain=2.2449e-05 3.23397e-05 3.55538e-05 6.09358e-05 6.47277e-05 0.00012016
threshold=0.088425000000000017 0.073690000000000019 -0.088614999999999985 0.083095000000000016 0.10613000000000002 -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=-0.00031014687842777217 -0.00027125734084792016 0.00034380273457277195 -0.0001810180997252961 0.00046474838624899597 -0.00036899603579830406 0.000640022640049371
leaf_weight=0.0012950694204156479 0.0010585665036644898 0.0011064018135125827 0.0018568144958508322 0.0010973872410005008 0.0015898202563773105 0.0010862184819085421
leaf_count=511 560 342 1095 250 274 89
internal_value=0 3.25187e-05 -1.72126e-05 5.01682e-05 -5.02002e-05 0.000122013
internal_weight=0 0.00803171 0.00692531 0.00563024 0.00453285 0.00294303
internal_count=3121 2561 2219 1708 1458 1184
is_linear=0
shrinkage=0.00196078


Tree=6679
num_leaves=7
num_cat=0
split_feature=16 1 150 16 16 12
split_gain=1.50621e-05 3.94354e-05 4.20283e-05 5.43235e-05 3.17233e-05 6.9963e-06
threshold=0.38525000000000004 0.077565000000000009 0.080470000000000014 -0.36241499999999999 -0.056919999999999991 0.088105000000000003
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=-0.019493876407732126 0.010526117758754207 -0.021457377530686828 0.019151286684680278 0.01487061470129452 -0.0061690950938365621 -0.0077096889827147162
leaf_weight=0.0010091194125706445 0.0011614265122143128 0.0010618502458180959 0.0012145463528888062 0.0015286337332611718 0.0013491146645060396 0.0010061358751689252
leaf_count=780 311 212 295 388 404 731
internal_value=0 -0.00174968 0.00288787 -0.00212601 0.00500701 -0.0136105
internal_weight=0 0.0071694 0.00515414 0.0039396 0.00287775 0.00201526
internal_count=3121 2810 1299 1004 792 1511
is_linear=0
shrinkage=0.1


Tree=6680
num_leaves=7
num_cat=0
split_feature=50 484 52 2 48 43
split_gain=1.44033e-05 3.39503e-05 2.34748e-05 4.03763e-05 5.12293e-05 6.60855e-05
threshold=0.079410000000000008 0.073690000000000019 -0.088614999999999985 0.11389000000000002 0.081275000000000014 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.013799560644023788 -0.010544063496657582 0.018628921567055992 -0.018931240146277374 -0.014921982608383476 0.024975798637179678 0.012389507068019898
leaf_weight=0.0011874768822712021 0.0011272607674532352 0.0010081537700236684 0.0011480405109674419 0.0011152923584865334 0.0010962710998479609 0.0016303244167372032
leaf_count=501 609 340 800 264 249 358
internal_value=0 0.00161395 -0.0011629 0.00184431 0.00667039 -0.000552453
internal_weight=0 0.00718556 0.00617741 0.00498993 0.00387464 0.00277836
internal_count=3121 2512 2172 1671 1407 1158
is_linear=0
shrinkage=0.1


Tree=6681
num_leaves=6
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split_feature=1 16 52 3 0
split_gain=1.59625e-05 2.68937e-05 2.53903e-05 8.73885e-05 3.56691e-05
threshold=0.10937500000000001 -0.071854999999999988 0.10160000000000001 0.090900000000000009 -0.084269999999999984
decision_type=2 2 2 2 2
left_child=2 -2 3 4 -1
right_child=1 -3 -4 -5 -6
leaf_value=-0.018770675589182245 0.01635409295259279 -0.0033552690908980258 -0.017020705519186882 0.02501237940146063 0.0018295018681794752
leaf_weight=0.0015674537719365745 0.0013384828248951004 0.0014340833542571098 0.0010638686964865342 0.0010747289287202956 0.0018123975711859027
leaf_count=935 305 243 493 138 1007
internal_value=0 0.00615961 -0.00314086 0.000174011 -0.00772412
internal_weight=0 0.00277257 0.00551845 0.00445458 0.00337985
internal_count=3121 548 2573 2080 1942
is_linear=0
shrinkage=0.1


Tree=6682
num_leaves=6
num_cat=0
split_feature=0 12 1 3 2
split_gain=1.62937e-05 3.09452e-05 4.01362e-05 6.76419e-05 2.89871e-05
threshold=-0.060129999999999996 0.090995000000000006 0.094090000000000021 0.12178000000000001 0.10097500000000002
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -2
right_child=4 -3 3 -5 -6
leaf_value=-0.010011197260079457 0.013720329633226095 -0.017403474378628533 0.024523481569058522 -0.0099555899616724994 -0.0071946455086524244
leaf_weight=0.0018943420990721886 0.0018142291076302538 0.00120210918063339 0.0013155154843119778 0.0010026662672300846 0.0010439780787820543
leaf_count=1325 262 813 269 141 311
internal_value=0 -0.00325167 0.000786762 0.0096105 0.006081
internal_weight=0 0.00541463 0.00421252 0.00231818 0.00285821
internal_count=3121 2548 1735 410 573
is_linear=0
shrinkage=0.1


Tree=6683
num_leaves=7
num_cat=0
split_feature=3 51 15 52 43 16
split_gain=1.58964e-05 3.14687e-05 2.89204e-05 3.99094e-05 4.6576e-05 5.77499e-05
threshold=0.13524500000000003 0.087505000000000013 -0.11713499999999999 -0.088204999999999992 -0.0037449999999999996 -0.097644999999999996
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=-0.01433962888204942 0.010414232579993805 -0.018248319908630892 -0.010868261877594166 -0.0040884836157647304 0.0016960948652255834 0.034494974356999088
leaf_weight=0.0010349144367508027 0.0012398924705121894 0.0010049000369690654 0.0013203170380227274 0.0015034643237614989 0.0010263493428169519 0.0011255227213825701
leaf_count=364 192 373 530 1128 147 387
internal_value=0 -0.00186856 0.000869957 0.00403348 0.00941603 0.0188513
internal_weight=0 0.00701547 0.00601057 0.00497565 0.00365534 0.00215187
internal_count=3121 2929 2556 2192 1662 534
is_linear=0
shrinkage=0.1


Tree=6684
num_leaves=6
num_cat=0
split_feature=1 0 43 2 52
split_gain=1.47522e-05 2.54103e-05 2.34397e-05 2.47639e-05 9.39755e-05
threshold=0.10937500000000001 -0.11437499999999999 -0.084004999999999982 0.10613000000000002 -0.0064899999999999992
decision_type=2 2 2 2 2
left_child=2 -2 -1 4 -4
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leaf_value=0.0075574329866293843 -0.0037846961241730266 0.015427892574076741 -0.025863533608426043 -0.019818297479003308 0.011676629358659244
leaf_weight=0.0015156689135793211 0.0013584336462761511 0.0013956521189079064 0.0010563854604123094 0.0010998963760926969 0.0018083742751400789
leaf_count=654 165 383 472 309 1138
internal_value=0 0.00595142 -0.00301983 -0.00706347 -0.00216638
internal_weight=0 0.00275409 0.00548033 0.00396466 0.00286476
internal_count=3121 548 2573 1919 1610
is_linear=0
shrinkage=0.1


Tree=6685
num_leaves=7
num_cat=0
split_feature=3 39 15 4 1 0
split_gain=1.41871e-05 2.09935e-05 2.80315e-05 5.32816e-05 5.40176e-05 2.90493e-05
threshold=0.13524500000000003 0.0046100000000000004 -0.070929999999999979 0.024790000000000003 0.07863500000000001 -0.15350499999999997
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=-0.0018045196670897279 0.0098516519032903135 0.011316133748820654 0.0064264763040434107 0.019765388532745946 -0.023750076573202432 -0.023755500320148167
leaf_weight=0.0012531778498639135 0.0012370511863287062 0.0010430808028166769 0.0013620966410292255 0.0011090756727667179 0.0010508282238554639 0.0011617802420544549
leaf_count=104 192 335 1031 225 587 647
internal_value=0 -0.00176774 -0.00406648 0.00162338 -0.00671541 -0.0123646
internal_weight=0 0.00698004 0.00593696 0.003522 0.00241292 0.00241496
internal_count=3121 2929 2594 1843 1618 751
is_linear=0
shrinkage=0.1


Tree=6686
num_leaves=8
num_cat=0
split_feature=50 484 52 2 43 15 1
split_gain=2.63877e-05 4.05756e-05 4.18398e-05 5.00654e-05 7.43502e-05 6.24084e-05 2.4285e-05
threshold=0.088425000000000017 0.073690000000000019 -0.088614999999999985 0.10613000000000002 -1.0000000180025095e-35 -0.077219999999999983 0.10781
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=-0.00032714467604979825 -0.00028425901422238681 0.000387945527415603 -0.00014354660741533936 -0.00040593947787021054 8.8167824599202666e-05 0.00074438461456965326 2.1456608983317031e-05
leaf_weight=0.0013313372369202683 0.0010866408272883531 0.0011187731200736446 0.0015025246965629842 0.0010029559210185798 0.001099261749317005 0.0011299449740180259 0.0010423483577431817
leaf_count=511 560 342 927 181 132 279 189
internal_value=0 4.08477e-05 -1.37814e-05 5.84342e-05 0.00019357 0.000420792 -0.000188126
internal_weight=0 0.00822715 0.00710837 0.00577704 0.00373173 0.00222921 0.0020453
internal_count=3121 2561 2219 1708 1338 411 370
is_linear=0
shrinkage=0.00196078


Tree=6687
num_leaves=7
num_cat=0
split_feature=3 39 4 15 3 49
split_gain=2.55965e-05 4.15535e-05 4.48386e-05 4.53183e-05 5.64261e-05 3.94626e-05
threshold=0.13524500000000003 0.056590000000000008 -0.10429499999999998 -0.11713499999999999 -0.086554999999999979 -0.009244999999999998
decision_type=2 2 2 2 2 2
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leaf_count=293 192 332 256 583 197 1268
internal_value=0 -5.50574e-05 -0.000113237 -3.01124e-05 6.4751e-05 -6.26365e-05
internal_weight=0 0.00799703 0.00683835 0.00536721 0.00420229 0.00319726
internal_count=3121 2929 2597 2304 2048 1465
is_linear=0
shrinkage=0.00196078


Tree=6688
num_leaves=6
num_cat=0
split_feature=4 4 2 48 3
split_gain=1.42364e-05 2.16981e-05 3.21463e-05 3.13324e-05 4.70821e-05
threshold=0.27287000000000006 0.098655000000000007 0.10981000000000002 0.083985000000000018 -0.078934999999999991
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
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leaf_value=-0.023464741941878808 0.0092131632900270734 -0.013456997935046136 0.014498004929145403 0.011047086185586212 0.0015805386850282989
leaf_weight=0.0012594510526774021 0.0013873363102067946 0.0013122952778021526 0.0013149457535883459 0.0011068276094492206 0.0018577544145884381
leaf_count=1311 352 195 352 378 533
internal_value=0 -0.00189522 0.000843995 -0.00340651 -0.00853856
internal_weight=0 0.00685127 0.00553898 0.00422403 0.00311721
internal_count=3121 2769 2574 2222 1844
is_linear=0
shrinkage=0.1


Tree=6689
num_leaves=6
num_cat=0
split_feature=43 43 13 15 48
split_gain=1.30829e-05 3.65284e-05 2.205e-05 3.17537e-05 3.01256e-05
threshold=-0.04890499999999999 -0.092909999999999979 -0.095304999999999987 -1.0000000180025095e-35 0.085845000000000019
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.0035086968852688534 0.00615344745124842 0.019279242807188623 0.0082492094831256909 -0.022013426924878111 -0.014203526967849631
leaf_weight=0.0018230094705638093 0.0017485464544495974 0.0011453924370602481 0.0014028011922083466 0.0010638731741393695 0.0010410701889626056
leaf_count=465 314 990 307 875 170
internal_value=0 0.00528429 -0.00302015 -0.00759302 -0.00131548
internal_weight=0 0.0029684 0.00525629 0.00350774 0.00244387
internal_count=3121 1455 1666 1352 477
is_linear=0
shrinkage=0.1


Tree=6690
num_leaves=7
num_cat=0
split_feature=4 12 150 52 3 43
split_gain=2.99641e-05 3.64918e-05 4.35007e-05 3.21186e-05 7.14975e-05 5.45283e-05
threshold=0.27834500000000006 -0.040564999999999997 0.086615000000000011 0.10160000000000001 0.084940000000000015 -0.074359999999999996
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=-0.00040137326389980675 0.00024573638662459538 0.00027022932014216032 -0.00034949299627188901 -0.00020615292078354511 0.00057158523481443883 -0.00024543045038965752
leaf_weight=0.001015530091416552 0.0015255721202633672 0.0014952517406419388 0.0011510896236795638 0.0012590283961282636 0.0011372289744629727 0.0016678261820353623
leaf_count=237 340 666 222 491 139 1026
internal_value=0 -5.49716e-05 -2.54847e-06 6.92882e-05 0.000149931 -1.66751e-06
internal_weight=0 0.00772596 0.00671042 0.00555934 0.00430031 0.00316308
internal_count=3121 2781 2544 2322 1831 1692
is_linear=0
shrinkage=0.00196078


Tree=6691
num_leaves=7
num_cat=0
split_feature=131 13 160 16 0 3
split_gain=2.68568e-05 3.16372e-05 3.90971e-05 4.28304e-05 6.61084e-05 4.32683e-05
threshold=0.078765000000000016 -0.23438999999999996 -0.081069999999999989 -0.018494999999999998 -0.11437499999999999 -0.016324999999999996
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5
right_child=-2 2 3 5 -6 -7
leaf_value=0.00035900781300241002 -0.00029627580779987216 0.00031921864771997739 -0.00019384258359362726 -4.8897185480877059e-05 0.00033775239413655171 -0.00058942687885794832
leaf_weight=0.0010185465315413166 0.0010580765101667984 0.0011563581326799761 0.001892854774559203 0.001315768423688296 0.0017136632495639817 0.0010036807837069633
leaf_count=138 516 510 220 602 960 175
internal_value=0 3.58901e-05 -1.05791e-05 -7.49339e-05 5.87486e-05 -0.000282797
internal_weight=0 0.00810087 0.00708233 0.00592597 0.00360652 0.00231945
internal_count=3121 2605 2467 1957 1180 777
is_linear=0
shrinkage=0.00196078


Tree=6692
num_leaves=7
num_cat=0
split_feature=52 12 1 1 15 4
split_gain=1.27962e-05 3.44665e-05 3.06814e-05 6.44875e-05 3.8091e-05 3.14482e-05
threshold=0.11434500000000002 0.095110000000000014 0.11181500000000001 0.094385000000000011 -0.0063699999999999989 -0.10429499999999998
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=-0.021081620967940091 -0.0098871463848898989 0.013968058834654835 -0.015504378703408454 0.023704926815956137 -0.009974984893886393 0.014899080600008181
leaf_weight=0.0010207057203975478 0.001135121677328611 0.0016998231512360016 0.0013363501145230629 0.0010216079057363556 0.0010059212454572248 0.0010274235119727541
leaf_count=648 501 558 294 254 130 736
internal_value=0 0.00154624 -0.00235525 0.00195616 -0.00531901 0.00259357
internal_weight=0 0.00711183 0.00541201 0.00407566 0.00305405 0.00203334
internal_count=3121 2620 2062 1768 1514 866
is_linear=0
shrinkage=0.1


Tree=6693
num_leaves=7
num_cat=0
split_feature=0 47 49 2 47 13
split_gain=1.33456e-05 2.70028e-05 4.67152e-05 2.73097e-05 2.54981e-05 1.57719e-05
threshold=-0.019414999999999998 1.0000000180025095e-35 -0.054319999999999993 0.091545000000000015 0.10980000000000002 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -3 -2
right_child=5 4 3 -5 -6 -7
leaf_value=-0.013921277583879028 -0.0018893626279734702 -0.022867966999405132 0.018797558412011913 -0.00056657839867644752 -0.00050536730543390457 0.015745749302786102
leaf_weight=0.0012448665333053385 0.0010043471827956634 0.0010258943817661663 0.001472788337647643 0.0014408345114673869 0.0010136736470345025 0.0010244133900490545
leaf_count=303 198 250 1253 786 164 167
internal_value=0 -0.0023288 0.0022937 0.00922167 -0.0117537 0.00701541
internal_weight=0 0.00619806 0.00415849 0.00291362 0.00203957 0.00202876
internal_count=3121 2756 2342 2039 414 365
is_linear=0
shrinkage=0.1


Tree=6694
num_leaves=8
num_cat=0
split_feature=50 15 16 150 0 4 13
split_gain=2.28508e-05 3.59119e-05 4.83473e-05 4.818e-05 6.86678e-05 6.36872e-05 3.93075e-05
threshold=0.088425000000000017 -0.15914499999999995 -0.36241499999999999 0.086615000000000011 -0.10607499999999999 -0.083854999999999985 -0.0021749999999999994
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=0.00038002661053702068 -0.00027171911383006079 -0.00038180694685033322 0.00050907183551651171 -0.00033501969018053353 0.0004888434614511931 -0.00031692436160748799 -5.5256435061796208e-05
leaf_weight=0.00101016963920794 0.0010620217695953118 0.0011566748003422828 0.0013713478413021423 0.0010026022927348398 0.0010206550559511344 0.0014852977077326498 0.0010212610824960893
leaf_count=314 560 221 183 229 239 1115 260
internal_value=0 3.42427e-05 -1.52485e-05 5.65999e-05 0.000136754 -8e-06 0.000216713
internal_weight=0 0.00806801 0.00705784 0.00590116 0.00489856 0.00352721 0.00204192
internal_count=3121 2561 2247 2026 1797 1614 499
is_linear=0
shrinkage=0.00196078


Tree=6695
num_leaves=7
num_cat=0
split_feature=11 3 1 133 0 3
split_gain=2.16878e-05 4.29753e-05 4.91353e-05 6.13588e-05 6.37094e-05 5.80141e-05
threshold=0.078065000000000009 -0.12018999999999998 0.10089500000000001 0.083950000000000011 -0.13027499999999997 0.11296500000000002
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=0.00041514789266260376 -0.00026911867642623051 2.1402071271808347e-05 0.0003963756272093105 0.00018386964360902949 -0.00060726114777558051 -0.00011319962485372449
leaf_weight=0.001001107304295726 0.0010170803539185118 0.0010598445856756199 0.0017874835036009225 0.0012510056523580269 0.001492578977302695 0.0016535967645755945
leaf_count=146 211 122 409 827 1188 218
internal_value=0 3.43523e-05 -1.82693e-05 -0.000171866 -0.000346221 0.000151501
internal_weight=0 0.00824562 0.00724451 0.00380343 0.00255242 0.00344108
internal_count=3121 2910 2764 2137 1310 627
is_linear=0
shrinkage=0.00196078


Tree=6696
num_leaves=7
num_cat=0
split_feature=50 15 47 52 151 16
split_gain=2.23329e-05 3.29966e-05 4.59669e-05 5.29455e-05 5.09531e-05 3.67426e-05
threshold=0.088425000000000017 -0.15914499999999995 0.092530000000000015 -0.088204999999999992 -0.0071249999999999985 -0.079109999999999986
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=0.00036336198969172314 -0.00026943463882756423 -0.00030273190262083152 -0.00033503192554175588 0.00050713538090573309 -0.00021938235237703937 0.00020637717026758328
leaf_weight=0.001018789036789639 0.0010580170057801789 0.0011915853656543135 0.001379792901294816 0.0012039346947568773 0.0013059049991790044 0.0019325037594424563
leaf_count=314 560 492 207 285 656 607
internal_value=0 3.36226e-05 -1.42742e-05 6.42818e-05 0.000162727 3.46875e-05
internal_weight=0 0.00803251 0.00701372 0.00563393 0.00444234 0.00323841
internal_count=3121 2561 2247 2040 1548 1263
is_linear=0
shrinkage=0.00196078


Tree=6697
num_leaves=7
num_cat=0
split_feature=131 13 160 16 0 43
split_gain=2.23755e-05 3.29773e-05 4.39884e-05 4.79128e-05 4.96316e-05 3.07116e-05
threshold=0.078765000000000016 -0.23438999999999996 -0.081069999999999989 -0.018494999999999998 -0.11437499999999999 -0.04652499999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5
right_child=-2 2 3 5 -6 -7
leaf_value=0.00036335275580055658 -0.00027406416029187902 0.00033818752183741008 -0.00016613414231504296 -8.2801423215548255e-05 0.00030218015918279329 -0.00053731952906790545
leaf_weight=0.0010054251486462306 0.001042168638462535 0.0011236164352559789 0.0018111240199321474 0.0011618178435614376 0.0016744309403842047 0.0011250045589071621
leaf_count=138 516 510 220 421 960 356
internal_value=0 3.16045e-05 -1.67639e-05 -8.58566e-05 5.88401e-05 -0.000306402
internal_weight=0 0.00790142 0.00689599 0.00577238 0.00348555 0.00228682
internal_count=3121 2605 2467 1957 1180 777
is_linear=0
shrinkage=0.00196078


Tree=6698
num_leaves=6
num_cat=0
split_feature=1 16 15 52 4
split_gain=1.38203e-05 2.91171e-05 2.46855e-05 5.19684e-05 3.2996e-05
threshold=0.10937500000000001 -0.071854999999999988 1.0000000180025095e-35 -0.080114999999999978 -0.0016099999999999997
decision_type=2 2 2 2 2
left_child=2 -2 3 -1 -5
right_child=1 -3 -4 4 -6
leaf_value=0.020718012858586335 0.016333031097574443 -0.0041886344499055964 -0.013923610158382735 0.0046548118087162719 -0.016325550006712295
leaf_weight=0.0010146078029816385 0.0013390605575233946 0.0014294485705583604 0.0014886816361565349 0.0015548283690521615 0.0014474500004595537
leaf_count=565 305 243 1153 392 463
internal_value=0 0.0057372 -0.00292434 0.00115205 -0.00546018
internal_weight=0 0.00276851 0.00550557 0.00401689 0.00300228
internal_count=3121 548 2573 1420 855
is_linear=0
shrinkage=0.1


Tree=6699
num_leaves=6
num_cat=0
split_feature=52 12 13 1 3
split_gain=2.3848e-05 5.26279e-05 4.21961e-05 3.89263e-05 8.61171e-05
threshold=0.11434500000000002 0.095110000000000014 -0.084034999999999985 0.10612500000000001 -0.0087149999999999988
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=0.0002036202580122635 -0.00025889611516203707 0.00031059661535399384 -0.00036279350615141877 -0.00042254574629164955 0.00030759411716878456
leaf_weight=0.001697647623870739 0.0012645659000117071 0.0019561431153463102 0.0014870421123348281 0.0014560384945235547 0.0014600494490529517
leaf_count=697 501 558 929 252 184
internal_value=0 3.07335e-05 -5.90013e-05 -0.000160256 -3.06698e-05
internal_weight=0 0.00805692 0.00610078 0.00440313 0.00294709
internal_count=3121 2620 2062 1365 1113
is_linear=0
shrinkage=0.00196078


Tree=6700
num_leaves=6
num_cat=0
split_feature=4 4 2 48 0
split_gain=1.2233e-05 2.07526e-05 3.59512e-05 4.62077e-05 3.4372e-05
threshold=0.24564500000000003 0.055260000000000011 0.11093500000000002 0.083985000000000018 -0.014954999999999998
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.0023926282548031304 0.0069323621488121163 -0.01346372868808627 0.015957061639688411 0.013529989415784857 -0.025535178449850551
leaf_weight=0.0017707149304734076 0.0019334861872764026 0.0012919230234961741 0.0011874771472675251 0.0010882161792755605 0.0010066088336553292
leaf_count=1613 426 279 266 366 171
internal_value=0 -0.00215329 0.00073849 -0.00393659 -0.0107804
internal_weight=0 0.00634494 0.00505302 0.00386554 0.00277732
internal_count=3121 2695 2416 2150 1784
is_linear=0
shrinkage=0.1


Tree=6701
num_leaves=7
num_cat=0
split_feature=131 16 16 4 0 49
split_gain=2.40763e-05 4.70887e-05 8.27289e-05 5.57794e-05 4.27992e-05 3.1479e-05
threshold=0.078765000000000016 0.0065250000000000004 -0.056919999999999991 -0.10429499999999998 -0.11437499999999999 -0.020744999999999996
decision_type=2 2 2 2 2 2
left_child=1 2 4 -3 5 -1
right_child=-2 3 -4 -5 -6 -7
leaf_value=0.00013246694868760702 -0.00027926505885236043 -3.1516195113432417e-05 -0.00054681678935641746 0.00050606763579163149 0.00026421840849471341 -0.0003227607513706409
leaf_weight=0.00101306237999818 0.0011130047136345316 0.0015488344361159635 0.0011540268839514804 0.0014246107669499243 0.0019003305884323744 0.0013789669860604249
leaf_count=115 516 259 589 382 1080 180
internal_value=0 2.75918e-05 -8.07541e-05 0.000226046 4.45497e-05 -0.000129965
internal_weight=0 0.00841983 0.00544639 0.00297345 0.00429236 0.00239203
internal_count=3121 2605 1964 641 1375 295
is_linear=0
shrinkage=0.00196078


Tree=6702
num_leaves=8
num_cat=0
split_feature=11 43 15 4 160 52 1
split_gain=4.1063e-05 6.26099e-05 8.38735e-05 6.30621e-05 4.2964e-05 4.5867e-05 9.6129e-05
threshold=0.078340000000000007 -0.04890499999999999 -0.053579999999999996 -0.083854999999999985 1.0000000180025095e-35 0.077655000000000016 0.10612500000000001
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=0.0007170514283299529 -0.00038542064235385791 0.00016216297189789702 0.00036825165030446766 -0.00031409605752899847 -0.0004275896080895739 0.00033086818938324054 -0.00052776087902923119
leaf_weight=0.0010184167475975918 0.0010071604867943748 0.0018707161168043324 0.0010518396554582044 0.0010313020123796763 0.0011603052014460659 0.0011606150183733109 0.0013273815305303287
leaf_count=658 208 576 224 504 189 559 203
internal_value=0 3.29871e-05 0.000255894 3.04414e-05 -9.22815e-05 -3.02121e-06 -0.000124192
internal_weight=0 0.00862058 0.00310156 0.00208314 0.00551902 0.00435871 0.0031981
internal_count=3121 2913 1386 728 1527 1338 779
is_linear=0
shrinkage=0.00196078


Tree=6703
num_leaves=7
num_cat=0
split_feature=0 160 1 0 12 2
split_gain=1.35096e-05 2.95276e-05 5.02969e-05 7.13532e-05 3.81341e-05 2.89819e-05
threshold=-0.060129999999999996 -1.0000000180025095e-35 0.08844500000000001 -0.20211999999999997 0.088365000000000013 0.10097500000000002
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=-0.016390608287044799 0.013144038697288214 -0.017516334079501875 -0.013649881122665972 0.032108595321805558 0.0048583674588141808 -0.0077515643608532751
leaf_weight=0.0012599272379037775 0.0018181259264779418 0.0010801839438462271 0.0010515640101980694 0.0010193022584923058 0.0010349750422206029 0.0010454465010035937
leaf_count=821 262 1107 90 253 277 311
internal_value=0 -0.00296898 0.00107072 0.00753513 0.0183795 0.00551537
internal_weight=0 0.00544595 0.00418603 0.00310584 0.00205428 0.00286357
internal_count=3121 2548 1727 620 530 573
is_linear=0
shrinkage=0.1


Tree=6704
num_leaves=7
num_cat=0
split_feature=4 4 48 42 15 4
split_gain=2.56254e-05 2.73237e-05 2.32032e-05 5.8423e-05 6.7872e-05 6.72764e-05
threshold=0.27287000000000006 0.098655000000000007 0.092475000000000016 0.086325000000000013 -0.0088349999999999974 -0.084369999999999987
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.00030941203646546494 0.00022234149001631561 -0.00029721158732243041 0.00026613540316298263 -0.00045615236223869529 -3.5293067624059478e-05 0.00058849376615639477
leaf_weight=0.0013125912669952706 0.0015489275278040828 0.0014432001938503589 0.0010623676558595939 0.0010849628802331122 0.0015408571045181882 0.0011690919828142418
leaf_count=542 352 195 293 857 465 417
internal_value=0 -5.43303e-05 2.4823e-06 -5.23579e-05 5.65539e-05 0.000233813
internal_weight=0 0.00761307 0.00616987 0.0051075 0.00402254 0.00270995
internal_count=3121 2769 2574 2281 1424 882
is_linear=0
shrinkage=0.00196078


Tree=6705
num_leaves=7
num_cat=0
split_feature=42 43 51 15 4 2
split_gain=1.26031e-05 3.56039e-05 3.09834e-05 3.06497e-05 6.21988e-05 5.36165e-05
threshold=0.091735000000000025 0.08845500000000002 -0.076794999999999988 -0.10324499999999999 -0.0029599999999999995 0.090675000000000019
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 4 -6 -7
leaf_value=-0.016000607193854693 -0.0095567231746873649 0.018668826243473578 0.015088274174653797 0.024935905872887854 -0.018130704248327936 -0.0072914856667287689
leaf_weight=0.0011694560272792632 0.0011929785182135683 0.001037670511722189 0.0013276896606612253 0.0010167397513000643 0.0015098950951568323 0.0010486973223317996
leaf_count=413 667 232 316 824 348 321
internal_value=0 0.00155045 -0.00137475 0.00211377 -0.00270428 0.00857289
internal_weight=0 0.00711015 0.00607248 0.00490302 0.00357533 0.00206544
internal_count=3121 2454 2222 1809 1493 1145
is_linear=0
shrinkage=0.1


Tree=6706
num_leaves=7
num_cat=0
split_feature=50 484 52 2 48 43
split_gain=1.48383e-05 3.11495e-05 2.009e-05 3.73751e-05 5.36033e-05 4.64548e-05
threshold=0.079410000000000008 0.065750000000000017 -0.088614999999999985 0.11389000000000002 0.081275000000000014 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.012749157416156419 -0.010742335671616109 0.01797075059546676 -0.016330425923496105 -0.014376530973249414 0.025279539528078494 0.0099227654789087946
leaf_weight=0.0011817872150044128 0.0011202846414308651 0.0010035599287913618 0.0011501754224928639 0.0011145564117579763 0.0010832592520689621 0.0016280687851486235
leaf_count=501 609 347 793 264 249 358
internal_value=0 0.00163388 -0.00102858 0.00175499 0.00641107 -0.000945889
internal_weight=0 0.00716141 0.00615785 0.00497606 0.0038615 0.00277824
internal_count=3121 2512 2165 1664 1400 1151
is_linear=0
shrinkage=0.1


Tree=6707
num_leaves=6
num_cat=0
split_feature=43 3 2 16 4
split_gain=1.43475e-05 4.0009e-05 2.58178e-05 3.01637e-05 5.82878e-05
threshold=-0.04890499999999999 -0.077774999999999983 0.089885000000000007 -0.065229999999999996 0.16173500000000005
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
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leaf_value=-0.0040408372452492283 -0.013981739681316921 0.019551591310093749 0.025560855956263652 -0.0092777113841360538 -0.0072362250859250403
leaf_weight=0.0017761070559835401 0.001556827235777593 0.0012074887294199325 0.0010716552964586557 0.001554117109337191 0.0010961621955494945
leaf_count=960 856 495 258 377 175
internal_value=0 0.00550724 -0.00316844 0.00135459 0.00897693
internal_weight=0 0.0029836 0.00527876 0.00372193 0.00216782
internal_count=3121 1455 1666 810 433
is_linear=0
shrinkage=0.1


Tree=6708
num_leaves=6
num_cat=0
split_feature=16 160 0 51 16
split_gain=1.37598e-05 6.69055e-05 4.22099e-05 2.99394e-05 3.43905e-05
threshold=0.013515000000000001 -1.0000000180025095e-35 -0.053834999999999994 0.078435000000000019 -0.25582999999999995
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -3
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leaf_value=-0.02526109417195729 0.021915196143119781 0.0061691493387398899 -0.0032440153426307621 0.017458484540125663 -0.015110086488412208
leaf_weight=0.0010819987926037455 0.0010184919659945028 0.0019378961927865518 0.0019313526233400516 0.0010275926629063365 0.0012490069361430431
leaf_count=724 427 325 340 257 1048
internal_value=0 -0.00307934 0.0054427 0.00261544 -0.00217058
internal_weight=0 0.00529649 0.00294984 0.0042145 0.0031869
internal_count=3121 2354 767 1630 1373
is_linear=0
shrinkage=0.1


Tree=6709
num_leaves=7
num_cat=0
split_feature=4 0 4 15 1 12
split_gain=2.67407e-05 2.80278e-05 4.48702e-05 4.6149e-05 0.000109939 1.92863e-05
threshold=0.27044500000000005 -0.019414999999999998 0.098655000000000007 -0.0063699999999999989 0.094090000000000021 0.085635000000000003
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=-0.00070065126298571941 0.00023073744533098057 0.00033963647258488668 -0.00044941602382746112 0.00020715556011036476 0.0001517824938850303 -3.7597007557835819e-05
leaf_weight=0.0010036390224564939 0.001576144323744152 0.0010009788506778259 0.0012539568093476111 0.0018316311633571362 0.0013835809396235505 0.0010867860254800362
leaf_count=833 365 142 178 1175 289 139
internal_value=0 -5.00232e-05 -0.00012376 -2.69659e-05 -0.000206599 0.000143268
internal_weight=0 0.00756057 0.00547281 0.00421885 0.00238722 0.00208776
internal_count=3121 2756 2475 2297 1122 281
is_linear=0
shrinkage=0.00196078


Tree=6710
num_leaves=6
num_cat=0
split_feature=4 151 4 13 4
split_gain=1.22603e-05 1.81067e-05 4.17364e-05 4.08794e-05 3.88689e-05
threshold=0.27287000000000006 -0.024429999999999997 -0.0029599999999999995 -0.076384999999999995 0.071150000000000005
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -4
right_child=-2 2 4 -5 -6
leaf_value=0.009975582783013151 0.0085155914902157893 0.017543900953563337 -0.027693471247440767 -0.0056279793267938532 -0.0028717218410332888
leaf_weight=0.0011015275719402154 0.001395104674969937 0.0012712114643503355 0.0011007106855730503 0.0018982095888988217 0.0014779378975154796
leaf_count=451 352 614 417 1072 215
internal_value=0 -0.00176936 -0.0040201 0.00366595 -0.013467
internal_weight=0 0.0068496 0.00574807 0.00316942 0.00257865
internal_count=3121 2769 2318 1686 632
is_linear=0
shrinkage=0.1


Tree=6711
num_leaves=7
num_cat=0
split_feature=50 15 16 52 0 43
split_gain=1.95776e-05 3.6486e-05 4.69898e-05 4.74375e-05 4.16617e-05 4.69366e-05
threshold=0.088425000000000017 -0.15914499999999995 -0.36241499999999999 0.096795000000000006 -0.053834999999999994 -0.063379999999999978
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=0.00037449646793772518 -0.0002603186356746653 -0.00039222636495414554 0.00036995316060640774 0.00041385362981056963 -0.00032160895969894328 -0.0001083171604830185
leaf_weight=0.0010072184281516494 0.0010399499503493592 0.001122047917359442 0.0013067384351318073 0.0010943095937841641 0.0014088821500540319 0.0019907760743980551
leaf_count=314 560 221 681 317 299 729
internal_value=0 2.58103e-05 -2.49215e-05 4.61274e-05 -3.93746e-05 8.12117e-05
internal_weight=0 0.00792997 0.00692275 0.00580071 0.0047064 0.00329751
internal_count=3121 2561 2247 2026 1709 1410
is_linear=0
shrinkage=0.00196078


Tree=6712
num_leaves=8
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split_feature=11 2 151 160 13 2 3
split_gain=2.51257e-05 4.0799e-05 5.03759e-05 7.85509e-05 8.93346e-05 6.26917e-05 3.95396e-05
threshold=0.078065000000000009 0.116525 -0.0083949999999999979 -1.0000000180025095e-35 0.0076650000000000008 0.099185000000000009 -0.049509999999999992
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=-0.00039601533902162186 -0.00030561716777355226 0.00032546738459500257 -0.00042565234752010454 0.00038310997744450909 -0.00030715545208570224 0.00072436597753754942 -0.00013827660807190631
leaf_weight=0.0012506858627447338 0.0010072598956094364 0.0014148524213570346 0.0011159633361027092 0.0011961613779313384 0.0011768249553877519 0.0010259587687102413 0.0010501533237151413
leaf_count=450 211 396 630 878 205 189 162
internal_value=0 2.24694e-05 -4.04287e-05 3.94854e-05 0.000156155 0.000322778 0.000139361
internal_weight=0 0.0082306 0.00681575 0.00556506 0.0044491 0.00327227 0.00224631
internal_count=3121 2910 2514 2064 1434 1229 1040
is_linear=0
shrinkage=0.00196078


Tree=6713
num_leaves=6
num_cat=0
split_feature=1 484 47 15 16
split_gain=1.26361e-05 2.48418e-05 3.31254e-05 3.68396e-05 2.58846e-05
threshold=0.12500000000000003 0.073690000000000019 0.092530000000000015 -0.03241999999999999 -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=0.010245621882829152 0.0092646513772571496 0.012669113100096926 -0.020715308952893696 0.0032438412138729618 -0.015243676096123896
leaf_weight=0.0018777395156937059 0.001239302588308502 0.0010286445622074919 0.0010049726998013504 0.0013041146849515225 0.0018062627224887853
leaf_count=773 279 347 249 651 822
internal_value=0 -0.00168782 -0.00415202 -0.000814964 -0.00749226
internal_weight=0 0.00702173 0.00599309 0.00498812 0.00311038
internal_count=3121 2842 2495 2246 1473
is_linear=0
shrinkage=0.1


Tree=6714
num_leaves=7
num_cat=0
split_feature=50 4 15 47 49 12
split_gain=2.76784e-05 2.75644e-05 3.60626e-05 7.86041e-05 6.35934e-05 6.15045e-05
threshold=0.088425000000000017 0.40473500000000007 -0.040439999999999997 1.0000000180025095e-35 -0.006494999999999999 0.086915000000000006
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=0.00015344282038628974 -0.00030520688575488814 0.00032802680673106523 -0.00030595358258482644 -0.00055214440244955075 0.00045188041699406888 -9.2057400252751884e-05
leaf_weight=0.0012063361045190379 0.0010308699507983422 0.0010764983948949028 0.0011316460448534491 0.0012218457898133235 0.0019796417504206925 0.0013403503058688464
leaf_count=571 560 279 213 273 510 715
internal_value=0 3.62642e-05 -9.38843e-06 -0.000201604 9.54572e-05 0.000232281
internal_weight=0 0.00795632 0.00687982 0.00242818 0.00445164 0.00331999
internal_count=3121 2561 2282 844 1438 1225
is_linear=0
shrinkage=0.00196078


Tree=6715
num_leaves=7
num_cat=0
split_feature=0 15 16 16 0 13
split_gain=1.28103e-05 2.60185e-05 5.98439e-05 3.07012e-05 2.56643e-05 1.5186e-05
threshold=-0.019414999999999998 -0.0063699999999999989 -0.056919999999999991 -0.014034999999999997 -0.20211999999999997 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
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right_child=5 3 -4 -5 -6 -7
leaf_value=-0.010314923037519599 -0.0018733356403558346 -0.0048216109440064291 -0.024147238099214405 0.019073815924678637 0.0095413707594317713 0.015385112717136365
leaf_weight=0.001086675851177499 0.0010104225898880106 0.0011262728507496027 0.001356944842454715 0.0010288569074271691 0.0016232982273358865 0.0010291351384130113
leaf_count=99 198 952 808 286 611 167
internal_value=0 -0.00229718 -0.00700456 0.00658604 0.00157917 0.00683506
internal_weight=0 0.00622205 0.00406692 0.00215513 0.00270997 0.00203956
internal_count=3121 2756 1518 1238 710 365
is_linear=0
shrinkage=0.1


Tree=6716
num_leaves=7
num_cat=0
split_feature=50 160 13 4 47 4
split_gain=1.25452e-05 2.61072e-05 2.88016e-05 5.73817e-05 3.04596e-05 1.80769e-05
threshold=0.079410000000000008 -0.027994999999999996 -0.076599999999999988 0.0061450000000000003 0.090280000000000013 0.024790000000000003
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=0.013512437428351128 -0.0099243639237022157 0.017044029994142635 -0.022013780433072092 0.015831009482233913 -0.0080504689639317676 -0.0016599634851252336
leaf_weight=0.0014432804295592865 0.0011108234773848352 0.0010536568927512757 0.0014858656403467442 0.0010403568591941556 0.0010974675544370362 0.0010139843905970264
leaf_count=625 609 432 879 274 91 211
internal_value=0 0.00150013 -0.0015461 -0.00691967 0.00357128 0.00787147
internal_weight=0 0.00713461 0.00569133 0.00362369 0.00213782 0.00206764
internal_count=3121 2512 1887 1244 365 643
is_linear=0
shrinkage=0.1


Tree=6717
num_leaves=6
num_cat=0
split_feature=52 52 12 4 1
split_gain=1.30257e-05 3.6424e-05 4.3235e-05 5.61129e-05 4.4622e-05
threshold=0.11434500000000002 0.070205000000000017 0.097825000000000009 -0.04890499999999999 0.10612500000000001
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.023593551743723087 -0.010068429231930534 0.018665318590824678 0.015884136182101421 0.011377237133748434 -0.010872344698475426
leaf_weight=0.0012764828783781456 0.0011181786316863049 0.0010575396557614492 0.0011626387069905908 0.0018953520735580298 0.0017187708953374675
leaf_count=558 501 562 334 811 355
internal_value=0 0.00154229 -0.00144922 -0.00556985 0.000795989
internal_weight=0 0.00711078 0.00605324 0.00489061 0.00361412
internal_count=3121 2620 2058 1724 1166
is_linear=0
shrinkage=0.1


Tree=6718
num_leaves=7
num_cat=0
split_feature=50 4 13 0 0 49
split_gain=2.67263e-05 2.96331e-05 3.80247e-05 5.33136e-05 6.02288e-05 9.38586e-05
threshold=0.088425000000000017 0.40473500000000007 -0.13710499999999998 -0.019414999999999998 -0.10096999999999999 -0.006494999999999999
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=-0.0003235687814447418 -0.00030093702894475841 0.00032789399146735049 -0.00023100416621807228 0.00038355416101266032 -0.00034830809281663255 0.00050095699786648464
leaf_weight=0.0012683738724779889 0.0010539846099289303 0.0011147879181695229 0.0013822220602908053 0.0014053244332840834 0.0016688106975180908 0.0013136462167926417
leaf_count=147 560 279 142 231 1555 207
internal_value=0 3.08672e-05 -1.6178e-05 5.13932e-05 -5.55548e-05 0.000125667
internal_weight=0 0.00815317 0.00703838 0.00577 0.00436468 0.00269587
internal_count=3121 2561 2282 2135 1904 349
is_linear=0
shrinkage=0.00196078


Tree=6719
num_leaves=6
num_cat=0
split_feature=1 52 3 0 0
split_gain=1.3927e-05 2.35499e-05 7.48471e-05 2.98649e-05 2.30325e-05
threshold=0.10937500000000001 0.10160000000000001 0.090900000000000009 -0.084269999999999984 -0.11437499999999999
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -2
right_child=4 -3 -4 -5 -6
leaf_value=-0.017144407119970884 -0.003515607387387586 -0.016365421278935744 0.023527111105969788 0.0017355416811323358 0.014789903732033434
leaf_weight=0.0015624441614765241 0.0013551807135441297 0.0010565667655917108 0.0010527246669459374 0.0018065903070090769 0.0013947897513270535
leaf_count=935 165 493 138 1007 383
internal_value=0 -0.00295261 0.000252344 -0.00702034 0.00576898
internal_weight=0 0.00547833 0.00442176 0.00336903 0.00274997
internal_count=3121 2573 2080 1942 548
is_linear=0
shrinkage=0.1


Tree=6720
num_leaves=8
num_cat=0
split_feature=50 15 16 2 43 13 0
split_gain=2.63478e-05 3.7762e-05 4.65401e-05 4.28815e-05 4.217e-05 0.000128592 9.35274e-05
threshold=0.088425000000000017 -0.15914499999999995 -0.36241499999999999 0.10644500000000001 -0.074359999999999996 -0.0034749999999999994 -0.11991499999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -6
right_child=-2 2 3 -5 6 -7 -8
leaf_value=0.00039075772850017288 -0.00029583445182198811 -0.00037912422837664208 0.00066708540672719629 0.00037249441804765223 0.00024558920488681915 -0.00029867969601208135 -0.00052987118019924258
leaf_weight=0.0010027364667007247 0.001047354288554919 0.0011371154095081428 0.001026750374839384 0.0012745100518167249 0.0010210222421796515 0.0010957618402407919 0.0014431797485860611
leaf_count=314 560 221 493 352 99 194 888
internal_value=0 3.48913e-05 -1.6098e-05 5.43315e-05 -3.40765e-05 0.000168502 -0.000208565
internal_weight=0 0.00800108 0.00699834 0.00586122 0.00458671 0.00212251 0.0024642
internal_count=3121 2561 2247 2026 1674 687 987
is_linear=0
shrinkage=0.00196078


Tree=6721
num_leaves=8
num_cat=0
split_feature=157 160 52 4 2 13 3
split_gain=2.51874e-05 5.25484e-05 5.16258e-05 5.15363e-05 6.35811e-05 6.77794e-05 4.40055e-05
threshold=-0.06266999999999999 -1.0000000180025095e-35 0.10347000000000002 0.27287000000000006 0.10327000000000001 -0.084034999999999985 -1.0000000180025095e-35
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=0.00028188046659383386 -0.00041596846935872031 0.00039510459407342063 0.00043674319230248011 0.00036080208368396288 -0.00054650760646663332 -0.00040403220757462207 0.00010379480234127332
leaf_weight=0.0010535861242528905 0.0012170417789504444 0.0011275567048988689 0.0010048222748845082 0.0010016411902252142 0.0010830019863746184 0.0014780082439608353 0.0011796710030912215
leaf_count=460 654 301 194 239 308 887 78
internal_value=0 -4.0423e-05 2.60605e-05 -4.42413e-05 -0.000127579 -7.71851e-06 -0.000178622
internal_weight=0 0.00809174 0.0068747 0.00586988 0.00486824 0.00378524 0.00265768
internal_count=3121 2661 2007 1813 1574 1266 965
is_linear=0
shrinkage=0.00196078


Tree=6722
num_leaves=8
num_cat=0
split_feature=157 160 52 42 151 1 3
split_gain=3.49891e-05 5.12718e-05 5.23993e-05 5.14375e-05 6.46421e-05 4.66638e-05 2.66098e-05
threshold=-0.06266999999999999 -1.0000000180025095e-35 0.10347000000000002 -0.025789999999999997 -0.0083949999999999979 0.094825000000000007 -0.076669999999999988
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=0.00031813682558730133 -0.00041902674353426695 -0.00044855619712440433 0.00041800294160440626 -0.00038368335065286921 0.00017506353640663278 0.00038466068572487369 -0.00027056365941885045
leaf_weight=0.0010927009356351365 0.0012622475807280648 0.0010755862425523548 0.0010332288734342977 0.001145390702216973 0.0010124446774391045 0.0017355704129491845 0.0010489187423265666
leaf_count=460 654 534 194 255 513 355 156
internal_value=0 -5.50801e-05 1.00711e-05 -5.99676e-05 2.46e-05 0.000147764 -5.16926e-05
internal_weight=0 0.00831339 0.00705114 0.00601791 0.00494232 0.00379693 0.00206136
internal_count=3121 2661 2007 1813 1279 1024 669
is_linear=0
shrinkage=0.00196078


Tree=6723
num_leaves=6
num_cat=0
split_feature=43 12 52 12 16
split_gain=1.24453e-05 4.10079e-05 2.13889e-05 5.99392e-05 5.87672e-05
threshold=-0.04890499999999999 0.051320000000000005 -0.0064899999999999992 0.088365000000000013 -0.18708499999999997
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
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leaf_value=0.021381339840808422 -0.011647155010248617 -0.0033143040360397048 -0.0050704445174075304 -0.018064197688176076 0.026461948576514432
leaf_weight=0.0010199082653059299 0.0018469253499951558 0.0019734301530133789 0.0011922562626311818 0.0010591677743630895 0.0011720968825277998
leaf_count=292 493 1163 197 552 424
internal_value=0 0.00510014 -0.00297389 0.00170517 0.0105613
internal_weight=0 0.00299334 0.00527045 0.00342352 0.00236435
internal_count=3121 1455 1666 1173 621
is_linear=0
shrinkage=0.1


Tree=6724
num_leaves=7
num_cat=0
split_feature=2 2 13 0 0 16
split_gain=1.27068e-05 3.59874e-05 3.05062e-05 2.38121e-05 6.5272e-05 2.1293e-05
threshold=0.099185000000000009 0.091185000000000002 -0.08971999999999998 -0.10607499999999999 -0.077999999999999986 -0.074319999999999983
decision_type=2 2 2 2 2 2
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right_child=2 -3 5 4 -6 -7
leaf_value=0.012330849652499178 0.017600397214983184 -0.019659430838311238 -0.012775598673160133 -0.02409089826406368 0.0091709441265438799 0.0065708599112639576
leaf_weight=0.0012726466757756439 0.0011826147033661893 0.0010585746589574165 0.0010375036465065407 0.0010041672389326649 0.001430340669700148 0.0012595511581948565
leaf_count=199 200 403 246 1178 422 473
internal_value=0 -0.00339757 0.00455103 0.001246 -0.00454865 -0.0021673
internal_weight=0 0.00476573 0.00347967 0.00370715 0.00243451 0.00229705
internal_count=3121 2202 919 1799 1600 719
is_linear=0
shrinkage=0.1


Tree=6725
num_leaves=6
num_cat=0
split_feature=4 52 2 52 4
split_gain=1.23687e-05 1.90992e-05 4.01343e-05 6.56365e-05 4.94412e-05
threshold=0.27834500000000006 0.10744000000000002 0.10097500000000002 -0.0064899999999999992 -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=-0.012849475729342995 0.0087202845141134602 0.01003428342005501 -0.018539247920183518 0.025931168949790813 -0.003117559992793395
leaf_weight=0.0019441037245545331 0.0013477707134841544 0.0011452418826940359 0.0014427677055422819 0.0012212392078366097 0.0011262638729812552
leaf_count=792 340 489 487 811 202
internal_value=0 -0.0017559 -0.00411058 0.000740108 0.0119944
internal_weight=0 0.00687962 0.00573437 0.00429161 0.0023475
internal_count=3121 2781 2292 1805 1013
is_linear=0
shrinkage=0.1


Tree=6726
num_leaves=7
num_cat=0
split_feature=131 13 160 16 3 0
split_gain=3.30626e-05 4.63528e-05 4.87958e-05 4.23857e-05 5.07891e-05 3.89931e-05
threshold=0.078765000000000016 -0.23438999999999996 -0.081069999999999989 -0.018494999999999998 -0.016324999999999996 -0.11437499999999999
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=0.00042078279727591442 -0.00032986959538410258 0.00033957738641977701 -0.00015200817326563873 -4.9145451258224213e-05 -0.0006263998970933018 0.00025192343099863899
leaf_weight=0.0010391717473623224 0.0010894387437333257 0.0011991615828130684 0.0019461704651917537 0.0013680482136992536 0.00102509143126747 0.001740584049031589
leaf_count=138 516 510 220 602 175 960
internal_value=0 3.33945e-05 -2.19097e-05 -9.32073e-05 -0.00029641 3.86953e-05
internal_weight=0 0.00831823 0.00727906 0.00607989 0.00239314 0.00368675
internal_count=3121 2605 2467 1957 777 1180
is_linear=0
shrinkage=0.00196078


Tree=6727
num_leaves=6
num_cat=0
split_feature=52 0 47 49 2
split_gain=1.40041e-05 2.95297e-05 4.71786e-05 3.17194e-05 3.04098e-05
threshold=0.11434500000000002 -0.019414999999999998 1.0000000180025095e-35 -0.054984999999999992 0.091545000000000015
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.0097791741453572313 -0.010439089409553487 0.013005904581251247 -0.016072135739700674 0.020062472927454569 -0.0016745255933416723
leaf_weight=0.0011320501939587895 0.0011196399017433791 0.0017190257939015043 0.0016598078775902137 0.0014294223910884985 0.0011707103305714154
leaf_count=264 501 307 336 1122 591
internal_value=0 0.00159298 -0.00204559 0.00419241 0.0102754
internal_weight=0 0.00711102 0.00539199 0.00373218 0.00260013
internal_count=3121 2620 2313 1977 1713
is_linear=0
shrinkage=0.1


Tree=6728
num_leaves=7
num_cat=0
split_feature=49 16 13 13 3 42
split_gain=1.47546e-05 2.42596e-05 6.22259e-05 6.51005e-05 5.71469e-05 7.15926e-05
threshold=-0.043469999999999995 0.38525000000000004 0.0076650000000000008 -0.13710499999999998 0.095270000000000007 0.081660000000000024
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5
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leaf_weight=0.0019080488727342988 0.0010049702719619794 0.0010334627793097623 0.0010452389835826073 0.0011689356589077214 0.0010385714944806442 0.0010169094700227292
leaf_count=425 187 300 349 679 112 1069
internal_value=0 -0.00236976 -0.00511477 0.000284797 0.00721115 0.0163877
internal_weight=0 0.00630809 0.00527463 0.00422939 0.00322442 0.00218585
internal_count=3121 2696 2396 2047 1860 1748
is_linear=0
shrinkage=0.1


Tree=6729
num_leaves=7
num_cat=0
split_feature=2 2 13 42 43 16
split_gain=1.64873e-05 2.85709e-05 2.55407e-05 2.36386e-05 5.81594e-05 1.85554e-05
threshold=0.099185000000000009 0.091185000000000002 -0.08971999999999998 0.08623500000000002 -1.0000000180025095e-35 -0.074319999999999983
decision_type=2 2 2 2 2 2
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right_child=2 -3 5 -5 -6 -7
leaf_value=-0.021475768400830847 0.017230900774639891 -0.01842311101023705 -0.010903941344851517 0.012645625894254144 0.008619824120908854 0.0072122576249840885
leaf_weight=0.0011665630081755874 0.0011702821728397342 0.0010496075662245561 0.0010275540635937633 0.001088802640582733 0.0014283090553197451 0.0012569881834823212
leaf_count=812 200 403 246 667 320 473
internal_value=0 -0.00386825 0.00521773 0.000278941 -0.00491009 -0.000936147
internal_weight=0 0.00473328 0.00345482 0.00368367 0.00259487 0.00228454
internal_count=3121 2202 919 1799 1132 719
is_linear=0
shrinkage=0.1


Tree=6730
num_leaves=6
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split_feature=4 13 13 16 51
split_gain=1.5818e-05 1.97151e-05 3.84834e-05 4.0442e-05 3.03287e-05
threshold=0.24564500000000003 -0.13710499999999998 -0.076384999999999995 -0.079109999999999986 -0.084389999999999979
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.014684917344966103 0.0078850405079805615 0.017172458964937 -0.020776592864786166 -0.011391196024064028 0.0093981955628471558
leaf_weight=0.0010915513938887945 0.0019282546988790986 0.0010519414767523622 0.0010895755514385118 0.0011137924000405631 0.0018967500555904357
leaf_count=166 426 922 569 339 699
internal_value=0 -0.00247677 0.000109734 -0.00426794 0.00170687
internal_weight=0 0.00624361 0.00515206 0.00410012 0.00301054
internal_count=3121 2695 2529 1607 1038
is_linear=0
shrinkage=0.1


Tree=6731
num_leaves=7
num_cat=0
split_feature=11 2 52 43 1 2
split_gain=2.88068e-05 3.58296e-05 5.62601e-05 4.29926e-05 3.35765e-05 0.000107706
threshold=0.078065000000000009 0.089885000000000007 -0.046924999999999988 -0.074359999999999996 0.10937500000000001 0.10613000000000002
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=8.6680699483456932e-05 -0.00031405461156212004 0.00043913409439577596 0.00024359369661503257 -0.00036273743055061173 0.00028859270601556508 -0.00060496150178723047
leaf_weight=0.0017426620443536237 0.001024025244250046 0.0016232357546463461 0.0012852531847758737 0.0015429706834174741 0.0010338333488573749 0.001040820105771352
leaf_count=694 211 462 443 933 174 204
internal_value=0 3.45832e-05 0.00013939 -0.000124371 -5.4227e-06 -0.000136099
internal_weight=0 0.00826878 0.00498314 0.00328563 0.00335991 0.00232607
internal_count=3121 2910 1283 1627 821 647
is_linear=0
shrinkage=0.00196078


Tree=6732
num_leaves=7
num_cat=0
split_feature=131 150 15 47 4 1
split_gain=2.94917e-05 4.00802e-05 7.03614e-05 5.3173e-05 4.08105e-05 5.67637e-05
threshold=0.078765000000000016 0.080470000000000014 -0.037864999999999989 0.092710000000000015 0.0082450000000000006 0.077845000000000011
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=-7.631528939192837e-06 -0.00031321471317990378 0.00032666772498824386 0.00021686020018837755 -0.0005821188278776388 0.00047045380421114117 -0.00035256083871944359
leaf_weight=0.0012664002725904385 0.0010419600370166386 0.0014968969237497774 0.00190244060154295 0.0012124780143605673 0.0010203307738693886 0.0010415805033029829
leaf_count=671 516 358 818 200 100 458
internal_value=0 3.76416e-05 -2.95053e-05 -0.000288627 0.000132521 1.54018e-05
internal_weight=0 0.00794013 0.00644323 0.00247888 0.00396435 0.00294402
internal_count=3121 2605 2247 871 1376 1276
is_linear=0
shrinkage=0.00196078


Tree=6733
num_leaves=6
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split_feature=1 3 52 2 12
split_gain=1.42327e-05 2.30543e-05 2.2032e-05 5.33057e-05 3.2254e-05
threshold=0.10781 0.11296500000000002 0.10160000000000001 0.099185000000000009 0.084100000000000022
decision_type=2 2 2 2 2
left_child=2 -2 3 4 -1
right_child=1 -3 -4 -5 -6
leaf_value=0.0030782456508204568 0.012904988948930482 -0.005180217572209476 -0.01613722568244853 0.018675588886739439 -0.01735642886786062
leaf_weight=0.0016130144528984005 0.001736104218530217 0.0011866449849082744 0.0010452827322863529 0.0011292142412068626 0.0014821592651070928
leaf_count=397 392 192 491 418 1231
internal_value=0 0.00556234 -0.00313852 7.7882e-05 -0.00670713
internal_weight=0 0.00292275 0.00526967 0.00422439 0.00309517
internal_count=3121 584 2537 2046 1628
is_linear=0
shrinkage=0.1


Tree=6734
num_leaves=8
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split_feature=11 13 133 1 13 4 47
split_gain=2.76172e-05 3.81232e-05 6.62504e-05 6.81945e-05 6.21273e-05 4.38265e-05 4.6853e-05
threshold=0.078065000000000009 0.11217000000000001 0.076280000000000014 0.079415000000000013 -0.084154999999999994 0.0061450000000000003 0.077555000000000013
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 4 5 6 -8
leaf_value=-0.00058312621018423905 -0.00030922131188964951 0.00031704371469257799 0.00034691953117635307 0.00038826541169323099 -0.00045777063677128238 0.0002779132652340298 -0.00029561992663630789
leaf_weight=0.0010320966150159372 0.0010405358033420764 0.001462777881924374 0.0014145950876034881 0.0010692658011938871 0.0011856926427622522 0.0011718244083101822 0.0010280554672910548
leaf_count=804 211 195 961 275 423 136 116
internal_value=0 2.95073e-05 -3.1436e-05 -0.00012898 -2.37639e-05 -0.000153895 9.88775e-06
internal_weight=0 0.00836431 0.00690153 0.00548693 0.00445484 0.00338557 0.00219988
internal_count=3121 2910 2715 1754 950 675 252
is_linear=0
shrinkage=0.00196078


Tree=6735
num_leaves=7
num_cat=0
split_feature=3 13 48 2 13 0
split_gain=1.51359e-05 2.14983e-05 4.7044e-05 3.89902e-05 3.98541e-05 2.5539e-05
threshold=0.13524500000000003 -0.095539999999999986 0.091545000000000015 0.084245000000000014 0.0027400000000000007 -0.083914999999999976
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=-0.014981172806612869 0.010236220873909536 0.0162086518218983 0.019154097709186666 -0.023306516354024226 0.0025790376507764151 -0.0045682195736965739
leaf_weight=0.0010557014334277286 0.0012205100159364849 0.0011366346604092762 0.0011015495512799421 0.0014369720779483638 0.0010148377503493276 0.0012338392901355569
leaf_count=217 192 317 283 1249 381 482
internal_value=0 -0.00183438 0.000508547 -0.00375064 -0.0125921 0.00539422
internal_weight=0 0.00697953 0.00592383 0.00482228 0.00245181 0.00237047
internal_count=3121 2929 2712 2429 1630 799
is_linear=0
shrinkage=0.1


Tree=6736
num_leaves=6
num_cat=0
split_feature=42 133 15 151 0
split_gain=1.27056e-05 2.88628e-05 6.10841e-05 4.74268e-05 4.71456e-05
threshold=0.091735000000000025 0.083950000000000011 1.0000000180025095e-35 -0.0083949999999999979 -0.10151999999999999
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.015261433086292193 -0.0096195522644108074 0.01580753887902563 -0.022079153822616215 0.020593396682887191 -0.0021392066753983031
leaf_weight=0.0010249456611737644 0.0011830077087444787 0.0011853175355751302 0.001139082382838069 0.0018018322130542519 0.001847994154585357
leaf_count=247 667 694 706 230 577
internal_value=0 0.00158554 -0.00131402 0.00374574 0.00908334
internal_weight=0 0.00699917 0.00581385 0.00467477 0.00364983
internal_count=3121 2454 1760 1054 807
is_linear=0
shrinkage=0.1


Tree=6737
num_leaves=6
num_cat=0
split_feature=49 52 2 42 0
split_gain=1.44303e-05 2.4666e-05 4.58136e-05 7.07121e-05 3.58836e-05
threshold=-0.047584999999999995 0.10744000000000002 0.11215000000000001 0.084050000000000014 -0.10151999999999999
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.0078497147044818086 0.0213767385351834 0.011029431377871681 -0.022983976614484591 -0.020828856520472956 -0.0012171181355849451
leaf_weight=0.001808728932869496 0.0012028749908412507 0.0011430200770935943 0.0011326798386897732 0.0011848499787909658 0.0016912902840926294
leaf_count=403 187 506 343 775 907
internal_value=0 -0.002274 -0.00519169 -0.000251047 0.00817336
internal_weight=0 0.00635472 0.0052117 0.00407902 0.00289417
internal_count=3121 2718 2212 1869 1094
is_linear=0
shrinkage=0.1


Tree=6738
num_leaves=7
num_cat=0
split_feature=4 151 0 47 1 13
split_gain=1.43313e-05 2.00299e-05 4.48821e-05 4.92329e-05 6.3621e-05 1.69911e-05
threshold=0.27834500000000006 -0.024429999999999997 -0.11756999999999999 0.092165000000000011 0.081670000000000006 -0.076599999999999988
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=0.010585870325973419 0.0094334367514194092 -0.019745120000782046 0.014034015634089805 0.018473488808567608 -0.024846459839601837 -0.004200834837848273
leaf_weight=0.0010825666098275297 0.0013378325675630423 0.0014087521813134062 0.0010132634958264263 0.0011556820073915682 0.0011162870791739717 0.0010308677110479822
leaf_count=452 340 253 534 205 538 799
internal_value=0 -0.00188805 -0.00424686 0.000811693 -0.00564676 0.00483807
internal_weight=0 0.00680742 0.00572485 0.0043161 0.00316042 0.00204413
internal_count=3121 2781 2329 2076 1871 1333
is_linear=0
shrinkage=0.1


Tree=6739
num_leaves=6
num_cat=0
split_feature=49 15 4 43 15
split_gain=1.33786e-05 2.35854e-05 3.92888e-05 4.16063e-05 3.51613e-05
threshold=-0.047584999999999995 -0.055554999999999993 0.038415000000000012 -0.084004999999999982 -0.15026499999999995
decision_type=2 2 2 2 2
left_child=-1 4 3 -3 -2
right_child=1 2 -4 -5 -6
leaf_value=0.0075783536417834557 0.0037345974302889864 0.011972863425675813 0.019695687387783035 -0.013264251056613347 -0.01984139859724382
leaf_weight=0.0018005808186891794 0.001121283186766319 0.0010754572775137695 0.001012631478939814 0.0016639739143404849 0.0014514619335176777
leaf_count=403 351 369 122 1183 693
internal_value=0 -0.0021917 0.00286493 -0.00335656 -0.00956624
internal_weight=0 0.00632481 0.00375206 0.00273943 0.00257275
internal_count=3121 2718 1674 1552 1044
is_linear=0
shrinkage=0.1


Tree=6740
num_leaves=6
num_cat=0
split_feature=1 4 48 0 16
split_gain=2.089e-05 4.29486e-05 3.67481e-05 6.09095e-05 6.15839e-05
threshold=0.111945 0.24564500000000003 0.083985000000000018 -0.10224499999999999 -0.056919999999999991
decision_type=2 2 2 2 2
left_child=2 -2 3 -1 -5
right_child=1 -3 -4 4 -6
leaf_value=-0.00051400759565112817 -6.2138369733599674e-05 0.00044361333458091493 0.00017741008491374503 0.00030632122644770084 -0.00024936151448424321
leaf_weight=0.0013191629500280471 0.0016115535144098977 0.0010769679016737214 0.0017126471918051615 0.0013396310757227308 0.0017931609164892582
leaf_count=286 221 276 446 965 927
internal_value=0 0.000140456 -6.66721e-05 -0.000160569 -1.17428e-05
internal_weight=0 0.00268852 0.0061646 0.00445195 0.00313279
internal_count=3121 497 2624 2178 1892
is_linear=0
shrinkage=0.00196078


Tree=6741
num_leaves=6
num_cat=0
split_feature=52 13 43 13 1
split_gain=1.2703e-05 3.20046e-05 3.54183e-05 4.9335e-05 4.38658e-05
threshold=0.11434500000000002 -0.094514999999999988 -0.04890499999999999 -0.0034749999999999994 0.10612500000000001
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -4
right_child=-2 2 4 -5 -6
leaf_value=0.012743863562390038 -0.0099434729792773693 0.022768635366710047 -0.00030921981324538147 -0.0068249202103746204 -0.025828526169076556
leaf_weight=0.0018720096303778185 0.0011145505191785003 0.0010448622282246346 0.0017907868931311434 0.0012223411696253394 0.0010796881902698614
leaf_count=318 501 788 1028 324 162
internal_value=0 0.00154983 -0.00252892 0.00681355 -0.00990794
internal_weight=0 0.00700969 0.00513768 0.0022672 0.00287048
internal_count=3121 2620 2302 1112 1190
is_linear=0
shrinkage=0.1


Tree=6742
num_leaves=6
num_cat=0
split_feature=2 16 4 48 2
split_gain=1.45459e-05 3.29186e-05 2.8277e-05 3.6664e-05 2.65217e-05
threshold=0.10912000000000001 -0.074319999999999983 0.15285000000000001 0.083985000000000018 0.084245000000000014
decision_type=2 2 2 2 2
left_child=2 -2 3 4 -1
right_child=1 -3 -4 -5 -6
leaf_value=-0.0037042279027604259 -0.005727043606672217 0.017321079792423626 0.010826866326850411 0.0094990939910954628 -0.021604583628807281
leaf_weight=0.0018564211797187911 0.0011828198073302529 0.0013015914154969411 0.0011927969201042908 0.0010804536443630038 0.001493690461827432
leaf_count=713 272 349 238 386 1163
internal_value=0 0.00634795 -0.00283986 -0.00651922 -0.0116853
internal_weight=0 0.00248441 0.00562336 0.00443057 0.00335011
internal_count=3121 621 2500 2262 1876
is_linear=0
shrinkage=0.1


Tree=6743
num_leaves=8
num_cat=0
split_feature=4 15 12 2 49 52 2
split_gain=4.15246e-05 5.61215e-05 3.79748e-05 4.77944e-05 6.11396e-05 4.8027e-05 4.72479e-05
threshold=0.24564500000000003 -0.15026499999999995 0.098810000000000023 0.089885000000000007 -0.047584999999999995 -0.0064899999999999992 0.10097500000000002
decision_type=2 2 2 2 2 2 2
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right_child=1 -3 -4 4 6 -7 -8
leaf_value=-0.00051977994055866746 0.00051471509596143022 -0.00010751686217112176 -0.00041362448400851206 0.00053301269580906989 0.00024383145569767246 2.1346388502065461e-05 -0.00030092754220198805
leaf_weight=0.0011449004991100659 0.0012053109077408844 0.0010365660393914615 0.0011019139344003769 0.0010281793054897877 0.0011887836423608215 0.0014037547563990201 0.0012618563981523286
leaf_count=536 266 160 404 163 383 910 299
internal_value=0 0.000227017 -7.89327e-05 -1.77459e-05 0.000131702 -0.000221737 -3.66698e-05
internal_weight=0 0.00224188 0.00712939 0.00602747 0.00347882 0.00254866 0.00245064
internal_count=3121 426 2695 2291 845 1446 682
is_linear=0
shrinkage=0.00196078


Tree=6744
num_leaves=7
num_cat=0
split_feature=50 484 43 43 48 2
split_gain=2.67334e-05 2.95997e-05 3.06026e-05 7.64041e-05 5.19108e-05 3.20134e-05
threshold=0.088425000000000017 0.073690000000000019 -0.14968999999999996 -0.00067499999999999993 0.085875000000000021 0.10276500000000001
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 4 -6 -7
leaf_value=0.00023985173365778973 -0.00029887702439099613 0.00033968782442175003 -0.00050570141556852447 0.0003818078012073269 -0.00025526863248818906 -6.3238080733054363e-05
leaf_weight=0.0014509102272165933 0.0010411885952663234 0.001063118675711976 0.0012477256408977141 0.001626872350398654 0.0014020606813169821 0.0010054785498217211
leaf_count=212 560 342 1190 384 167 266
internal_value=0 3.56356e-05 -1.23729e-05 -8.16546e-05 4.94907e-05 0.000211814
internal_weight=0 0.00779617 0.00673305 0.00528214 0.00403441 0.00263235
internal_count=3121 2561 2219 2007 817 650
is_linear=0
shrinkage=0.00196078


Tree=6745
num_leaves=6
num_cat=0
split_feature=11 2 43 52 52
split_gain=3.2192e-05 5.47167e-05 5.79109e-05 5.27111e-05 4.53333e-05
threshold=0.078065000000000009 0.089885000000000007 -0.074359999999999996 -0.046924999999999988 0.092650000000000024
decision_type=2 2 2 2 2
left_child=1 2 -1 -3 -5
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leaf_weight=0.001755761103338035 0.0010307066145881219 0.0016283281266810581 0.0015866729124779889 0.0019341381683085001 0.0014518193257679448
leaf_count=694 211 462 933 433 388
internal_value=0 2.81202e-05 -0.000166212 0.000157659 1.82446e-05
internal_weight=0 0.00835672 0.00334243 0.00501429 0.00338596
internal_count=3121 2910 1627 1283 821
is_linear=0
shrinkage=0.00196078


Tree=6746
num_leaves=7
num_cat=0
split_feature=131 16 16 3 0 49
split_gain=2.49566e-05 3.31189e-05 7.22456e-05 4.51406e-05 3.80161e-05 2.87233e-05
threshold=0.078765000000000016 0.0065250000000000004 -0.056919999999999991 -0.013929999999999998 -0.11437499999999999 -0.0090649999999999984
decision_type=2 2 2 2 2 2
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right_child=-2 3 -4 -5 -6 -7
leaf_value=0.00012593614628656169 -0.00029608826415603132 0.00047625321953042264 -0.00051425572566061474 -2.590426613288412e-05 0.00027301140001949917 -0.00032084641009763821
leaf_weight=0.0010277529909320073 0.0010477086929738871 0.0012409200483829636 0.0010950443029549605 0.0015453441410513693 0.0017286674578611146 0.0011981968829232283
leaf_count=119 516 468 589 173 1080 176
internal_value=0 2.6132e-05 -6.85576e-05 0.000197742 5.48574e-05 -0.00011456
internal_weight=0 0.00783593 0.00504966 0.00278626 0.00395462 0.00222595
internal_count=3121 2605 1964 641 1375 295
is_linear=0
shrinkage=0.00196078


Tree=6747
num_leaves=7
num_cat=0
split_feature=11 2 43 52 1 2
split_gain=2.3999e-05 4.17358e-05 6.1063e-05 5.09442e-05 3.80085e-05 5.89931e-05
threshold=0.076920000000000002 0.089885000000000007 -0.074359999999999996 -0.046924999999999988 0.10937500000000001 0.10327000000000001
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=0.00011057825040398075 -0.00029060276748581675 0.00043470967002052303 -0.00043246944027816418 0.00018455056583131134 0.00031812308742779896 -0.00045490078044310223
leaf_weight=0.0016954746221653078 0.0010166313712297601 0.0015687722746648321 0.0015007477959555725 0.0010939373307759066 0.0010166335064483371 0.001125241557867642
leaf_count=689 226 459 928 398 174 247
internal_value=0 2.92275e-05 -0.000144403 0.000144734 4.14983e-06 -0.000139685
internal_weight=0 0.00800081 0.00319622 0.00480458 0.00323581 0.00221918
internal_count=3121 2895 1617 1278 819 645
is_linear=0
shrinkage=0.00196078


Tree=6748
num_leaves=7
num_cat=0
split_feature=2 43 3 13 42 16
split_gain=1.33211e-05 2.40072e-05 3.2948e-05 2.0739e-05 1.77745e-05 1.34446e-05
threshold=0.099185000000000009 -0.074359999999999996 0.048265000000000009 -0.08971999999999998 0.083995000000000014 -0.074319999999999983
decision_type=2 2 2 2 2 2
left_child=1 4 -3 -2 -1 -5
right_child=3 2 -4 5 -6 -7
leaf_value=-0.0046644916073969572 0.015547138395861053 -0.019734384221560642 0.002689346648615447 -0.009356815588135033 0.013838879496258963 0.0060631992664720554
leaf_weight=0.0010420159530270178 0.0011624044613148671 0.001478873235818711 0.001176579232884701 0.0010259880231796529 0.0010346284706518397 0.0012596148038106015
leaf_count=408 200 1097 169 246 528 473
internal_value=0 -0.0035001 -0.00979887 0.00467208 0.00455428 -0.000858717
internal_weight=0 0.0047321 0.00265545 0.00344801 0.00207664 0.0022856
internal_count=3121 2202 1266 919 936 719
is_linear=0
shrinkage=0.1


Tree=6749
num_leaves=7
num_cat=0
split_feature=4 52 3 2 1 16
split_gain=1.31928e-05 1.94359e-05 3.56214e-05 3.63064e-05 4.1261e-05 4.90814e-05
threshold=0.27287000000000006 -0.12005499999999998 -0.12018999999999998 0.10327000000000001 0.080000000000000016 -0.087989999999999985
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=-0.014436500894986723 0.0088409291769967775 0.017251855936739467 0.017260414352173434 -0.017988818171268739 0.0080508919985849067 -0.021176384270538556
leaf_weight=0.0010412826347086885 0.0013857427307133975 0.0010307352313798038 0.0011698700003612179 0.0012362993915867758 0.001212499609880078 0.0010920608332401793
leaf_count=512 352 154 1124 337 159 483
internal_value=0 -0.00186675 0.000412922 -0.00327154 0.00196528 -0.00579902
internal_weight=0 0.00678275 0.00574147 0.00471073 0.00347443 0.00230456
internal_count=3121 2769 2257 2103 1766 642
is_linear=0
shrinkage=0.1


Tree=6750
num_leaves=6
num_cat=0
split_feature=11 2 52 43 1
split_gain=2.45663e-05 3.19785e-05 4.54775e-05 3.55802e-05 3.55712e-05
threshold=0.076920000000000002 0.089885000000000007 -0.013374999999999998 -0.074359999999999996 0.10587000000000001
decision_type=2 2 2 2 2
left_child=1 3 -3 -1 -4
right_child=-2 2 4 -5 -6
leaf_value=7.6126482648705923e-05 -0.00029280933831483258 0.00039574570541128508 -0.00017322733601400547 -0.00034239855381188816 0.00025930700818738313
leaf_weight=0.0016444858129367049 0.001016221396913008 0.0016483560593954149 0.0019078165002522972 0.0014872258734524417 0.0011850725513315665
leaf_count=689 226 497 596 928 185
internal_value=0 3.11327e-05 0.000132695 -0.000122628 -7.49731e-06
internal_weight=0 0.00787296 0.00474125 0.00313171 0.00309289
internal_count=3121 2895 1278 1617 781
is_linear=0
shrinkage=0.00196078


Tree=6751
num_leaves=5
num_cat=0
split_feature=1 4 13 3
split_gain=1.3464e-05 2.68505e-05 2.3781e-05 2.04549e-05
threshold=0.10781 -0.0016099999999999997 -0.033284999999999988 0.11296500000000002
decision_type=2 2 2 2
left_child=1 2 -1 -2
right_child=3 -3 -4 -5
leaf_value=-0.0069500487015122575 0.012322494252356117 -0.012252707182861663 0.010223811079296425 -0.0047116661262677955
leaf_weight=0.0014648401872710244 0.0017322840155236648 0.0019841335113797956 0.0017934962820581762 0.0011886691745946196
leaf_count=1022 392 650 865 192
internal_value=0 -0.00308163 0.00250301 0.00539052
internal_weight=0 0.00524247 0.00325834 0.00292095
internal_count=3121 2537 1887 584
is_linear=0
shrinkage=0.1


Tree=6752
num_leaves=6
num_cat=0
split_feature=42 49 15 12 16
split_gain=1.37048e-05 2.56311e-05 3.38594e-05 5.46723e-05 2.73743e-05
threshold=0.091735000000000025 -0.00064499999999999985 -0.037864999999999989 0.051320000000000005 -0.076669999999999988
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -3
right_child=-2 2 3 -5 -6
leaf_value=-0.007930902701478398 -0.010045037133648819 0.0071696842845925439 0.030368768381836466 0.0020691102224293912 -0.016086579682429752
leaf_weight=0.0019989562519720045 0.001173341965501209 0.0010093502857090569 0.0010687037981050561 0.0018898487305339157 0.0010151902396957713
leaf_count=571 667 351 160 953 419
internal_value=0 0.0016353 0.00547277 0.0122917 -0.00449199
internal_weight=0 0.00698205 0.00498309 0.00295855 0.00202454
internal_count=3121 2454 1883 1113 770
is_linear=0
shrinkage=0.1


Tree=6753
num_leaves=6
num_cat=0
split_feature=11 2 52 43 1
split_gain=2.42692e-05 3.92013e-05 5.28264e-05 4.10884e-05 3.85748e-05
threshold=0.076920000000000002 0.089885000000000007 -0.013374999999999998 -0.074359999999999996 0.10587000000000001
decision_type=2 2 2 2 2
left_child=1 3 -3 -1 -4
right_child=-2 2 4 -5 -6
leaf_value=7.7120667515440472e-05 -0.00028938621021149072 0.00043152218701787438 -0.00017785043999119467 -0.00037643595166060893 0.00027427510632195969
leaf_weight=0.0016260536724584406 0.0010015275957629549 0.0016397218639215023 0.0018914752801557934 0.0014551098941866223 0.0011769608184964023
leaf_count=689 226 497 596 928 185
internal_value=0 3.48727e-05 0.000147401 -0.000137076 -4.42853e-06
internal_weight=0 0.00778932 0.00470816 0.00308116 0.00306844
internal_count=3121 2895 1278 1617 781
is_linear=0
shrinkage=0.00196078


Tree=6754
num_leaves=6
num_cat=0
split_feature=1 43 150 16 16
split_gain=1.43929e-05 3.83189e-05 2.75646e-05 4.57417e-05 3.52967e-05
threshold=0.077565000000000009 0.070450000000000013 0.081835000000000019 -0.36241499999999999 -0.056919999999999991
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=-0.017889986111478934 -0.019596154148687851 0.0077803296188550435 0.015210886013585907 0.015881303247181743 -0.0045877457123632377
leaf_weight=0.0013246105843208609 0.0010319664927761897 0.0010365407814896266 0.0013409618917542259 0.0015053071761170606 0.0019130942827606558
leaf_count=1424 212 212 301 388 584
internal_value=0 -0.00662077 0.00264259 -0.00114443 0.00442588
internal_weight=0 0.00236115 0.00579133 0.00445037 0.0034184
internal_count=3121 1636 1485 1184 972
is_linear=0
shrinkage=0.1


Tree=6755
num_leaves=6
num_cat=0
split_feature=4 4 2 2 15
split_gain=1.49189e-05 1.78538e-05 3.3888e-05 2.50112e-05 3.15461e-05
threshold=0.27287000000000006 0.098655000000000007 0.10981000000000002 0.092875000000000013 -0.028889999999999996
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.012515221087776736 0.0094190883438822291 -0.012517282619632251 0.014635957088116748 -0.015902874398986615 -0.0083080145413123151
leaf_weight=0.0013305560507767614 0.0013846622972672907 0.0012978173244101538 0.0012982351662893816 0.0012206270338263976 0.0016052596699949132
leaf_count=534 352 195 352 483 1205
internal_value=0 -0.00197557 0.000532592 -0.00387249 0.00112939
internal_weight=0 0.0067525 0.00545468 0.00415644 0.00293582
internal_count=3121 2769 2574 2222 1739
is_linear=0
shrinkage=0.1


Tree=6756
num_leaves=7
num_cat=0
split_feature=16 159 4 16 43 1
split_gain=1.29719e-05 2.29436e-05 4.8386e-05 3.03614e-05 6.71156e-05 7.43476e-05
threshold=-0.5048999999999999 0.076905000000000015 0.098655000000000007 0.23311500000000004 -0.0037449999999999996 0.089370000000000019
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=0.0094575744711718254 -0.023376678787428246 0.011653233640474445 -0.021726409316768721 0.014356019418538086 0.025873862253503924 -0.010941377199037436
leaf_weight=0.0012233520873505214 0.0011920264431078947 0.001082474242623652 0.0012398488885434706 0.0011808940002132635 0.0010197863614684925 0.0011870710072204138
leaf_count=222 1220 472 238 348 421 200
internal_value=0 -0.00171516 -0.00420173 0.000542589 -0.00425669 0.0060709
internal_weight=0 0.0069021 0.00581963 0.00457978 0.00339888 0.00220686
internal_count=3121 2899 2427 2189 1841 621
is_linear=0
shrinkage=0.1


Tree=6757
num_leaves=7
num_cat=0
split_feature=11 2 43 52 3 16
split_gain=2.53082e-05 4.07282e-05 4.95972e-05 4.44442e-05 4.18663e-05 3.29274e-05
threshold=0.078065000000000009 0.089885000000000007 -0.074359999999999996 -0.081429999999999989 -0.013929999999999998 -0.071854999999999988
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=8.8185107859328521e-05 -0.00029388947925391756 0.00050363271508469302 -0.00039520911429136494 0.00037465967879503283 9.4574169217417916e-05 -0.00033808031952414259
leaf_weight=0.0017449602248980865 0.0010334551893773436 0.001042411416941059 0.0015329335308893292 0.0010881335158535888 0.0016943682118314802 0.001125542535222953
leaf_count=694 211 345 933 611 223 104
internal_value=0 3.16518e-05 -0.000137878 0.000143904 4.79522e-05 -7.81161e-05
internal_weight=0 0.00822835 0.00327789 0.00495046 0.00390804 0.00281991
internal_count=3121 2910 1627 1283 938 327
is_linear=0
shrinkage=0.00196078


Tree=6758
num_leaves=7
num_cat=0
split_feature=2 160 0 0 13 16
split_gain=5.09216e-05 5.62843e-05 5.34581e-05 6.70474e-05 4.24187e-05 3.27298e-05
threshold=0.088850000000000012 0.085330000000000003 -0.060129999999999996 -0.10607499999999999 -0.08971999999999998 -0.27167499999999994
decision_type=2 2 2 2 2 2
left_child=2 4 3 -1 -2 -6
right_child=1 -3 -4 -5 5 -7
leaf_value=2.6087129182673659e-05 0.00027407441102307036 0.00052625375746499726 0.00014768828656774792 -0.0006376622222916097 0.00016195397933118586 -0.00026531148390787667
leaf_weight=0.0010278403015423949 0.0016866909392343858 0.0010546806817903391 0.0012585000990065409 0.0013583604789289166 0.0010664180025372237 0.001949205702701624
leaf_count=164 249 232 181 1244 158 893
internal_value=0 0.000116879 -0.0001793 -0.000351757 2.50606e-05 -0.000114217
internal_weight=0 0.005757 0.0036447 0.0023862 0.00470231 0.00301562
internal_count=3121 1532 1589 1408 1300 1051
is_linear=0
shrinkage=0.00196078


Tree=6759
num_leaves=6
num_cat=0
split_feature=1 43 0 15 15
split_gain=1.29468e-05 3.56879e-05 3.89699e-05 2.61759e-05 3.82438e-05
threshold=0.10293500000000001 -0.084004999999999982 -0.084144999999999984 -0.037864999999999989 -0.14712999999999996
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -2
right_child=3 2 -4 -5 -6
leaf_value=0.0097700768967241454 0.013403107268301845 -0.0001817614582481034 -0.022480546086958778 0.017192645814638845 -0.012333717497651647
leaf_weight=0.0014163228491308149 0.0010050147759117284 0.0019266603905823587 0.001321153422725028 0.0011176582244387641 0.0013568675647958111
leaf_count=615 265 860 910 205 266
internal_value=0 -0.00347607 -0.00925251 0.00458411 -0.00138233
internal_weight=0 0.00466414 0.00324781 0.00347954 0.00236188
internal_count=3121 2385 1770 736 531
is_linear=0
shrinkage=0.1


Tree=6760
num_leaves=6
num_cat=0
split_feature=3 51 0 0 0
split_gain=1.28501e-05 2.09843e-05 3.17369e-05 4.38312e-05 2.4706e-05
threshold=0.13524500000000003 0.086685000000000012 -0.17169499999999996 -0.084269999999999984 -0.053834999999999994
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.014762703603127645 0.0094967183465255282 -0.014833070635549129 -0.016094748689207457 0.016624084873774449 -0.0025497154290021859
leaf_weight=0.001249573755296959 0.001205943881938224 0.0010333013503009969 0.0016797785866727285 0.0010311917441588848 0.0019294455889210646
leaf_count=133 192 383 1026 983 404
internal_value=0 -0.00168886 0.000617073 -0.00319207 0.00412853
internal_weight=0 0.00692329 0.00588999 0.00464042 0.00296064
internal_count=3121 2929 2546 2413 1387
is_linear=0
shrinkage=0.1


Tree=6761
num_leaves=6
num_cat=0
split_feature=0 47 49 2 4
split_gain=1.14287e-05 2.39739e-05 4.16859e-05 4.91891e-05 3.70773e-05
threshold=-0.019414999999999998 0.092530000000000015 -0.054319999999999993 0.11215000000000001 -0.0035949999999999997
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.014053230140381521 0.0065505080073129454 -0.012825082221247447 0.0022881160111354079 -0.010878452444444707 0.027784619383426731
leaf_weight=0.0012494468712092761 0.0019931569813758038 0.0015696356994741858 0.0010974824673807657 0.0010192803625732822 0.0011874927483632202
leaf_count=311 365 310 1383 320 432
internal_value=0 -0.00216752 0.00150608 0.00738956 0.0155385
internal_weight=0 0.00612334 0.0045537 0.00330426 0.00228498
internal_count=3121 2756 2446 2135 1815
is_linear=0
shrinkage=0.1


Tree=6762
num_leaves=7
num_cat=0
split_feature=11 1 4 3 2 47
split_gain=3.3148e-05 3.41823e-05 7.00737e-05 5.01465e-05 4.61287e-05 1.45007e-05
threshold=0.076920000000000002 0.094385000000000011 -0.0016099999999999997 0.083060000000000009 0.096540000000000015 0.090100000000000013
decision_type=2 2 2 2 2 2
left_child=1 2 4 -3 -1 -5
right_child=-2 3 -4 5 -6 -7
leaf_value=-0.00013580251015897 -0.00034312471296863199 0.00042779681769879494 -0.00049528765655383437 0.00012552098177929003 0.00036556065683688676 -0.00019585737990891885
leaf_weight=0.0016977110636398032 0.0010121270996529827 0.0016281976445438511 0.0011728419189584822 0.0011318658875926653 0.0012072741088145485 0.0010318646609518978
leaf_count=1330 226 522 509 213 245 76
internal_value=0 3.38507e-05 -9.0763e-05 0.00016786 7.25575e-05 -2.77416e-05
internal_weight=0 0.00786976 0.00407783 0.00379193 0.00290499 0.00216373
internal_count=3121 2895 2084 811 1575 289
is_linear=0
shrinkage=0.00196078


Tree=6763
num_leaves=7
num_cat=0
split_feature=1 4 16 52 0 0
split_gain=1.45146e-05 2.50712e-05 2.44175e-05 2.38438e-05 3.29207e-05 2.25358e-05
threshold=0.10781 -0.0029599999999999995 -0.071854999999999988 -0.0064899999999999992 0.048635000000000005 -0.13027499999999997
decision_type=2 2 2 2 2 2
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right_child=2 5 -4 4 -6 -7
leaf_value=-0.0092186232477142315 0.014871259380383596 -0.0016672362528932006 -0.003464760497777409 0.021837365159325165 -0.0038045263839901139 -0.022448172378907134
leaf_weight=0.0011166634405632629 0.0014414336657794509 0.0010849017246782713 0.001463770411051587 0.0010015173643616929 0.0010012403391406273 0.0010055001806191322
leaf_count=716 317 159 267 1077 62 523
internal_value=0 -0.00318884 0.00563276 0.00248993 0.00901819 -0.011663
internal_weight=0 0.00520982 0.0029052 0.00311942 0.00200276 0.0020904
internal_count=3121 2537 584 1855 1139 682
is_linear=0
shrinkage=0.1


Tree=6764
num_leaves=7
num_cat=0
split_feature=2 52 43 4 16 16
split_gain=3.21046e-05 3.86723e-05 2.73078e-05 5.64857e-05 5.65578e-05 2.19917e-05
threshold=0.099185000000000009 -0.057699999999999994 -0.17390999999999998 0.053180000000000012 -0.083539999999999989 -0.034884999999999992
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 4 -4 -3
right_child=1 5 3 -5 -6 -7
leaf_value=0.00016900973202718558 0.00045147795926805164 0.0001370649581450171 -7.9238778378842469e-06 0.00012822017035121996 -0.00058658828915047697 -0.00022247750848867603
leaf_weight=0.001079189150608546 0.0010328604771518007 0.0018303022821736961 0.0010983338882868047 0.0014681162508464324 0.0015886606793696577 0.001017757527663424
leaf_count=140 375 417 497 292 1273 127
internal_value=0 0.000126453 -0.000108889 -0.000181066 -0.000350054 8.58203e-06
internal_weight=0 0.00388092 0.0052343 0.00415511 0.00268699 0.00284806
internal_count=3121 919 2202 2062 1770 544
is_linear=0
shrinkage=0.00196078


Tree=6765
num_leaves=6
num_cat=0
split_feature=49 1 12 3 2
split_gain=1.26963e-05 2.38554e-05 2.63581e-05 4.04654e-05 2.83828e-05
threshold=-0.047584999999999995 0.12337000000000002 0.09334000000000002 0.095270000000000007 0.08622500000000001
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
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leaf_weight=0.0018024665742296386 0.0012512499184912285 0.0010673112451012124 0.0013007854566343801 0.0010057825099874518 0.0016917390346539711
leaf_count=403 795 244 721 134 824
internal_value=0 -0.00214707 -0.00491801 -0.000851068 0.00506685
internal_weight=0 0.00631687 0.00524956 0.00394877 0.00294299
internal_count=3121 2718 2474 1753 1619
is_linear=0
shrinkage=0.1


Tree=6766
num_leaves=7
num_cat=0
split_feature=11 3 133 16 1 0
split_gain=3.08647e-05 3.40006e-05 3.84619e-05 8.06113e-05 4.30702e-05 4.58899e-05
threshold=0.076920000000000002 -0.10519499999999998 0.083950000000000011 -0.25582999999999995 0.094465000000000007 -0.099059999999999995
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=0.00033043891729977342 -0.00032761948574931487 -0.00050991488822217808 0.0002798118435363034 -0.00018502156097288894 0.00051394421252896883 -4.5118823621890054e-05
leaf_weight=0.0012607847992289157 0.0010175024390949574 0.0013445228002609607 0.0013159464422712562 0.0017640269952570471 0.0010875258857801877 0.0011737131644242301
leaf_count=195 226 223 939 1126 139 273
internal_value=0 3.50878e-05 -2.06091e-05 -9.42317e-05 4.46152e-05 0.000223758
internal_weight=0 0.00794652 0.00668574 0.00536979 0.00402527 0.00226124
internal_count=3121 2895 2700 1761 1538 412
is_linear=0
shrinkage=0.00196078


Tree=6767
num_leaves=7
num_cat=0
split_feature=2 43 4 15 52 52
split_gain=3.20868e-05 3.13919e-05 6.50399e-05 5.08722e-05 2.72744e-05 2.38808e-05
threshold=0.099185000000000009 -0.17390999999999998 -0.033174999999999989 -0.055554999999999993 -0.046924999999999988 0.10473500000000001
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -2 -6
right_child=4 2 3 -5 5 -7
leaf_value=0.00019603496223325693 0.00040135862413696595 -0.00051968766834760427 -0.00023154746475548212 0.00030095785853032059 -0.00010194383837485748 0.00027417640191928626
leaf_weight=0.0010823729850699794 0.0010547089890047788 0.0014240241506924484 0.0016266020937988482 0.0011975772950132216 0.0018231581421878776 0.0010077617770012277
leaf_count=140 392 1089 632 341 325 202
internal_value=0 -0.000102068 -0.00017802 -5.74159e-06 0.000132221 3.19489e-05
internal_weight=0 0.00533058 0.0042482 0.00282418 0.00388563 0.00283092
internal_count=3121 2202 2062 973 919 527
is_linear=0
shrinkage=0.00196078


Tree=6768
num_leaves=7
num_cat=0
split_feature=11 1 4 15 0 2
split_gain=3.52059e-05 3.6694e-05 6.99902e-05 5.89199e-05 0.00011384 5.04076e-05
threshold=0.078065000000000009 0.094385000000000011 -0.076779999999999987 -0.053579999999999996 -0.15090499999999998 0.096540000000000015
decision_type=2 2 2 2 2 2
left_child=1 2 5 4 -3 -1
right_child=-2 3 -4 -5 -6 -7
leaf_value=-0.00013522865088266253 -0.0003510396437402584 -0.000134189539215971 -0.00036089582377362003 -0.00012656724065615045 0.00073389332998824181 0.0004506573022194086
leaf_weight=0.0011768860626825569 0.0010054263464271259 0.0010049569329098852 0.0019524617854268316 0.0015205253059328576 0.0013761401875538727 0.0010851730035877673
leaf_count=770 211 88 1266 285 439 62
internal_value=0 3.7936e-05 -8.89171e-05 0.000174962 0.000367514 0.000145837
internal_weight=0 0.00811614 0.00421452 0.00390162 0.0023811 0.00226206
internal_count=3121 2910 2098 812 527 832
is_linear=0
shrinkage=0.00196078


Tree=6769
num_leaves=6
num_cat=0
split_feature=4 42 43 2 4
split_gain=1.41876e-05 1.91775e-05 4.7562e-05 4.59812e-05 2.77204e-05
threshold=0.24564500000000003 -1.0000000180025095e-35 -0.074359999999999996 0.089885000000000007 -0.062539999999999984
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.014228534933105219 0.0074744274590971454 0.015609640044700912 -0.021776408444731693 -0.0096034905501678688 0.011685901156601926
leaf_weight=0.0011168467958682891 0.0019202397234725161 0.0014443950604400794 0.0012097182791858865 0.0011198483429663824 0.0013476096434427787
leaf_count=797 426 785 569 304 240
internal_value=0 -0.00235546 0.000233668 -0.00580601 0.00202378
internal_weight=0 0.00623842 0.00512157 0.00367718 0.00246746
internal_count=3121 2695 1898 1113 544
is_linear=0
shrinkage=0.1


Tree=6770
num_leaves=7
num_cat=0
split_feature=42 43 51 1 3 16
split_gain=1.39582e-05 2.72946e-05 2.96313e-05 3.02446e-05 5.39531e-05 3.60306e-05
threshold=0.091735000000000025 0.08845500000000002 -0.076794999999999988 0.094090000000000021 -0.078724999999999976 -0.074319999999999983
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=-0.015322557429738837 -0.010158720288737384 0.016862839298466794 0.0099102201911671715 6.772726143506191e-05 -0.020924865748067501 0.024252159434738605
leaf_weight=0.0011522166602967124 0.0011674292167258042 0.0010094415579736142 0.0011096226295552671 0.0014972394978287444 0.0011613478108268879 0.0010466696566828523
leaf_count=413 667 232 1059 278 245 227
internal_value=0 0.00165528 -0.000917355 0.00252986 -0.00585848 0.0100182
internal_weight=0 0.00697654 0.0059671 0.00481488 0.00227097 0.00254391
internal_count=3121 2454 2222 1809 1304 505
is_linear=0
shrinkage=0.1


Tree=6771
num_leaves=8
num_cat=0
split_feature=131 13 51 47 1 0 43
split_gain=4.25962e-05 4.33235e-05 6.00524e-05 7.63474e-05 0.000103642 5.98463e-05 4.99419e-05
threshold=0.078765000000000016 -0.23438999999999996 0.08955500000000001 0.092530000000000015 0.10234000000000001 -0.10096999999999999 -0.084004999999999982
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=0.00042314193263415955 -0.00036361908086831999 0.00031250602089433026 -0.00042746846389546129 -0.00034065670731442773 0.00064490744406739018 9.7095221102825154e-05 -0.00051945807230314555
leaf_weight=0.0010313310795824464 0.0010996461083977649 0.0014245394137284242 0.0011038958214892019 0.001361585475150669 0.0013545700739353793 0.0010066310934735011 0.0010138215071854024
leaf_count=138 516 232 316 173 317 339 1090
internal_value=0 4.70731e-05 -6.31285e-06 6.91458e-05 0.000185402 4.72525e-06 -0.000212279
internal_weight=0 0.00829637 0.00726504 0.00616115 0.00479956 0.00344499 0.00202045
internal_count=3121 2605 2467 2151 1978 1661 1429
is_linear=0
shrinkage=0.00196078


Tree=6772
num_leaves=7
num_cat=0
split_feature=131 150 15 47 16 0
split_gain=2.54364e-05 4.15539e-05 5.67858e-05 6.69678e-05 3.7918e-05 3.09668e-05
threshold=0.078765000000000016 0.080470000000000014 -0.037864999999999989 0.092710000000000015 0.013515000000000001 0.047850000000000011
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=4.0433486111148795e-05 -0.00029138873859143661 0.00032660420031264899 -8.4087967541708261e-05 -0.00060332400388496041 0.00054357888777188874 5.9961986242250462e-05
leaf_weight=0.0013073511829206918 0.0010353003781388764 0.0015233545760360298 0.0019404860122693218 0.0011838554715753195 0.0010063197804890214 0.0010301210378722754
leaf_count=671 516 358 1037 200 185 154
internal_value=0 3.52572e-05 -3.336e-05 -0.000265489 0.000112049 0.000298944
internal_weight=0 0.00799149 0.00646813 0.00249121 0.00397693 0.00203644
internal_count=3121 2605 2247 871 1376 339
is_linear=0
shrinkage=0.00196078


Tree=6773
num_leaves=6
num_cat=0
split_feature=52 0 47 49 2
split_gain=1.27856e-05 2.83044e-05 4.20401e-05 2.99016e-05 2.34263e-05
threshold=0.11434500000000002 -0.019414999999999998 1.0000000180025095e-35 -0.054984999999999992 0.091545000000000015
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.0097278516549998625 -0.010023869130840572 0.012757269338318156 -0.015452935539697378 0.018414835547866784 -0.00068268641275952171
leaf_weight=0.0011339439597399257 0.0011077354839351917 0.0017038646338419375 0.001626834078666763 0.0014144694229284809 0.0011766283696994023
leaf_count=264 501 307 336 1122 591
internal_value=0 0.00153214 -0.00204157 0.00381556 0.00974257
internal_weight=0 0.00705574 0.00535188 0.00372504 0.0025911
internal_count=3121 2620 2313 1977 1713
is_linear=0
shrinkage=0.1


Tree=6774
num_leaves=6
num_cat=0
split_feature=1 2 15 47 52
split_gain=1.55196e-05 3.86405e-05 2.51964e-05 3.22573e-05 3.12291e-05
threshold=0.077565000000000009 0.096540000000000015 1.0000000180025095e-35 0.087235000000000021 -0.0064899999999999992
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=-0.021325684317259019 0.0041410043390530974 0.0044405497315853793 -0.010675234559410256 -0.0036085970065110463 0.026138760521021022
leaf_weight=0.0010366733558912812 0.0015669234002121746 0.0013271097187731683 0.0011250383834164462 0.0019974661953425727 0.0010973022378697062
leaf_count=1190 419 446 433 295 338
internal_value=0 -0.00685963 0.00275677 0.0059984 0.0132011
internal_weight=0 0.00236378 0.00578673 0.00466169 0.00266423
internal_count=3121 1636 1485 1052 757
is_linear=0
shrinkage=0.1


Tree=6775
num_leaves=6
num_cat=0
split_feature=11 2 52 1 52
split_gain=2.528e-05 3.30253e-05 5.26691e-05 4.37863e-05 3.93371e-05
threshold=0.076920000000000002 0.089885000000000007 -0.013374999999999998 0.090405000000000013 0.092650000000000024
decision_type=2 2 2 2 2
left_child=1 3 -3 -1 -4
right_child=-2 2 4 -5 -6
leaf_value=-0.0004325523506824585 -0.00030015191011898676 0.00041665927927493797 -0.00021811605769391792 5.162277685407538e-05 0.0002298648366197958
leaf_weight=0.0011429993748410042 0.0010102581147019112 0.0016386811819370231 0.0016965883761957869 0.0019318151410206144 0.0013558589127717693
leaf_count=1096 226 497 393 521 388
internal_value=0 2.9578e-05 0.000133099 -0.000128359 -1.91285e-05
internal_weight=0 0.00776594 0.00469113 0.00307481 0.00305245
internal_count=3121 2895 1278 1617 781
is_linear=0
shrinkage=0.00196078


Tree=6776
num_leaves=6
num_cat=0
split_feature=11 2 52 43 52
split_gain=2.86005e-05 3.3649e-05 5.34857e-05 4.30498e-05 3.82614e-05
threshold=0.078065000000000009 0.089885000000000007 -0.013374999999999998 -0.074359999999999996 0.092650000000000024
decision_type=2 2 2 2 2
left_child=1 3 -3 -1 -4
right_child=-2 2 4 -5 -6
leaf_value=-2.9594665933576745e-06 -0.00041110870850468779 0.00032099456465881169 -0.00030159607291570999 -0.00045705465077517949 0.00012937735987911879
leaf_weight=0.0016955327815024711 0.0010160567544449635 0.0017015876796100428 0.0017735570392155898 0.0015242556092146234 0.0014310160284986225
leaf_count=694 211 501 394 933 388
internal_value=0 -6.21764e-05 4.00402e-05 -0.000217929 -0.000109143
internal_weight=0 0.00812595 0.00490616 0.00321979 0.00320457
internal_count=3121 2910 1283 1627 782
is_linear=0
shrinkage=0.00196078


Tree=6777
num_leaves=7
num_cat=0
split_feature=1 4 150 3 3 16
split_gain=1.38961e-05 3.9862e-05 2.50115e-05 3.32873e-05 5.27056e-05 5.40532e-06
threshold=0.090405000000000013 -0.15764999999999998 0.080470000000000014 0.10732000000000001 -0.077774999999999983 -0.080509999999999984
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -2 -3
right_child=2 5 -4 -5 -6 -7
leaf_value=0.007600099608086908 -0.0097615600009816235 -0.0087940756314222549 0.017314951232720203 -0.012979066340671386 0.020576757006591357 -0.019131400965905317
leaf_weight=0.0014774569460688993 0.0010460562249582875 0.0010033632477805983 0.0010171132823462545 0.0013367329186399408 0.0012652491279008732 0.0010200958964456885
leaf_count=142 313 784 258 179 371 1074
internal_value=0 -0.00488749 0.00344797 -0.000418297 0.00684617 -0.0140055
internal_weight=0 0.00350092 0.00466515 0.00364804 0.00231131 0.00202346
internal_count=3121 2000 1121 863 684 1858
is_linear=0
shrinkage=0.1


Tree=6778
num_leaves=6
num_cat=0
split_feature=4 151 16 13 15
split_gain=1.43242e-05 1.73917e-05 5.81574e-05 4.18476e-05 3.71018e-05
threshold=0.24564500000000003 -0.0071249999999999985 -0.088909999999999989 -0.0034749999999999994 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.0084679647570095173 0.0074223706782319257 -0.023776775766637257 0.012422331723018019 0.0046615383645037941 -0.022345649557745609
leaf_weight=0.0011827307485147943 0.0019264154712456969 0.0012434365283718581 0.0017621262571275022 0.001033749399439073 0.0010014427080435881
leaf_count=463 426 501 1142 192 397
internal_value=0 -0.0024454 -0.00500604 0.00114046 -0.0086277
internal_weight=0 0.00622349 0.00504075 0.00379732 0.00203519
internal_count=3121 2695 2232 1731 589
is_linear=0
shrinkage=0.1


Tree=6779
num_leaves=6
num_cat=0
split_feature=42 49 47 2 3
split_gain=1.28285e-05 2.61019e-05 3.39258e-05 3.06544e-05 3.18155e-05
threshold=0.091735000000000025 -0.00064499999999999985 0.10254000000000001 0.10222000000000002 -0.078934999999999991
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.0081633998619792501 -0.0097875701633952598 -0.0047756502875192577 0.021649033861873664 -0.010982176702085409 0.017486785563276774
leaf_weight=0.0019870609939668833 0.001170919744125057 0.0011583312658289574 0.0010206594796982205 0.0013569464586312956 0.0014399436679993145
leaf_count=571 667 998 142 399 344
internal_value=0 0.00152537 0.00539448 0.00119993 0.00756202
internal_weight=0 0.00696294 0.00497588 0.00395522 0.00259827
internal_count=3121 2454 1883 1741 1342
is_linear=0
shrinkage=0.1


Tree=6780
num_leaves=6
num_cat=0
split_feature=49 1 12 3 43
split_gain=1.49381e-05 2.10614e-05 2.47801e-05 3.19197e-05 2.74961e-05
threshold=-0.047584999999999995 0.12337000000000002 0.09334000000000002 0.095270000000000007 -0.0037449999999999996
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.0079357399633095006 -0.005574280743335434 0.010444978281734123 -0.016935519318712882 -0.01640248011732837 0.013760491854384441
leaf_weight=0.0018032025432083536 0.001451523959647322 0.0010642125655787879 0.0013038617555774755 0.001007125113141466 0.0014910817959085459
leaf_count=403 1162 244 721 134 457
internal_value=0 -0.00238349 -0.00498214 -0.00103615 0.00422307
internal_weight=0 0.00631781 0.00525359 0.00394973 0.00294261
internal_count=3121 2718 2474 1753 1619
is_linear=0
shrinkage=0.1


Tree=6781
num_leaves=6
num_cat=0
split_feature=11 2 12 52 52
split_gain=2.58215e-05 5.28641e-05 5.06205e-05 4.52786e-05 3.67259e-05
threshold=0.076920000000000002 0.089885000000000007 0.090455000000000021 -0.013374999999999998 0.092650000000000024
decision_type=2 2 2 2 2
left_child=1 2 -1 -3 -5
right_child=-2 3 -4 4 -6
leaf_value=-0.00035623153651480289 -0.00029600078665479852 0.00042361793790409011 0.00015443212143114999 -0.00016236423238558909 0.00026396794152560546
leaf_weight=0.0019622505071837616 0.0010223343112510013 0.0016826675402431173 0.0012043611976977056 0.0017650299766510192 0.0013875587229872002
leaf_count=1197 226 497 420 393 388
internal_value=0 3.49266e-05 -0.00016201 0.000163901 2.52787e-05
internal_weight=0 0.00800187 0.00316661 0.00483526 0.00315259
internal_count=3121 2895 1617 1278 781
is_linear=0
shrinkage=0.00196078


Tree=6782
num_leaves=5
num_cat=0
split_feature=4 52 4 4
split_gain=1.46507e-05 1.92538e-05 2.70211e-05 4.12024e-05
threshold=0.24564500000000003 -0.12005499999999998 -0.0029599999999999995 -0.084369999999999987
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=-0.014892976522294626 0.0075491428503386866 -0.0032497505705700947 -0.0090758230430169149 0.020150271927940958
leaf_weight=0.0010354316912837514 0.0019202173066564182 0.0019509563094737058 0.0019944886213991682 0.0012249112509807962
leaf_count=512 426 473 559 1151
internal_value=0 -0.00244612 4.65244e-05 0.00577548
internal_weight=0 0.00620579 0.00517036 0.00317587
internal_count=3121 2695 2183 1624
is_linear=0
shrinkage=0.1


Tree=6783
num_leaves=8
num_cat=0
split_feature=14 15 3 15 3 42 150
split_gain=4.14958e-05 6.71716e-05 4.54189e-05 5.49956e-05 8.81405e-05 6.67409e-05 5.9177e-05
threshold=-1.0000000180025095e-35 -0.10653 -0.12018999999999998 -0.016799999999999995 0.10542000000000001 0.080840000000000009 0.081835000000000019
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 6 5 -5 -4
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leaf_value=-0.00037597522460806068 0.0004358141528837158 0.00028107999629840532 -0.00058325973761200948 -0.00049001789233719137 0.00049827569002216057 0.00018550104349784375 2.7696455730924109e-05
leaf_weight=0.0010099103377307567 0.0014097355507149177 0.0014374812265666248 0.0014586994165754546 0.0011867792529754524 0.0011437679537118686 0.0010686534710299938 0.001047036686906306
leaf_count=161 388 265 641 609 84 730 243
internal_value=0 4.37873e-05 -3.14813e-05 -0.00010757 5.48967e-05 -0.000169948 -0.000327968
internal_weight=0 0.00875215 0.00734242 0.00590494 0.0033992 0.00225543 0.00250574
internal_count=3121 2960 2572 2307 1423 1339 884
is_linear=0
shrinkage=0.00196078


Tree=6784
num_leaves=7
num_cat=0
split_feature=3 51 0 0 3 12
split_gain=1.32446e-05 2.10842e-05 3.21165e-05 3.76327e-05 2.62256e-05 2.04353e-05
threshold=0.13524500000000003 0.086685000000000012 -0.17169499999999996 -0.077999999999999986 -0.088084999999999983 0.086700000000000013
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=0.014793103906974331 0.0095654778739001061 -0.01491245327866788 -0.023009005647435715 0.014550608852843389 -0.0057472830856929967 -0.003252160950749683
leaf_weight=0.0012482999024980559 0.0012132241484771886 0.0010366155785675622 0.0010553613247698329 0.0013359892149088426 0.0012158138979266445 0.0010389070439842268
leaf_count=133 192 383 742 268 606 797
internal_value=0 -0.00176049 0.000552485 -0.00327366 0.00487962 -0.0132082
internal_weight=0 0.00693099 0.00589437 0.00464607 0.0025518 0.00209427
internal_count=3121 2929 2546 2413 874 1539
is_linear=0
shrinkage=0.1


Tree=6785
num_leaves=7
num_cat=0
split_feature=11 1 42 4 2 0
split_gain=2.63881e-05 3.49904e-05 6.56101e-05 6.75364e-05 4.19494e-05 1.97961e-05
threshold=0.078065000000000009 0.10089500000000001 0.086325000000000013 -0.076779999999999987 0.116525 -0.10324499999999999
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=0.00030313692657784762 -0.0003054466274144069 0.00018669682182541968 -0.00050700360180575259 -0.00023461066750179223 0.00049602135359237231 -0.00017662638500030858
leaf_weight=0.0018774922885336622 0.0010148487874639288 0.0013545950506778787 0.0010703753163350807 0.0017210152238754087 0.00109802721806917 0.0010038529431900993
leaf_count=571 211 141 888 788 260 262
internal_value=0 2.98967e-05 -8.08149e-05 4.59548e-05 0.000179442 3.20514e-05
internal_weight=0 0.00812536 0.00466888 0.00359851 0.00345648 0.00235845
internal_count=3121 2910 2247 1359 663 403
is_linear=0
shrinkage=0.00196078


Tree=6786
num_leaves=5
num_cat=0
split_feature=49 43 12 0
split_gain=1.24617e-05 2.23641e-05 4.57101e-05 3.94225e-05
threshold=-0.047584999999999995 -0.17390999999999998 0.088365000000000013 -0.10474999999999998
decision_type=2 2 2 2
left_child=-1 -2 3 -3
right_child=1 2 -4 -5
leaf_value=0.007249751145797019 0.010740190462958342 -0.0080090957024721212 -0.017904475868889852 0.013447245757771596
leaf_weight=0.0018086224086893404 0.0011086909052201261 0.0018688580224286867 0.0017811953003567275 0.0015805039787280175
leaf_count=403 177 303 1187 1051
internal_value=0 -0.00216086 -0.00489543 0.00182224
internal_weight=0 0.00633925 0.00523056 0.00344936
internal_count=3121 2718 2541 1354
is_linear=0
shrinkage=0.1


Tree=6787
num_leaves=6
num_cat=0
split_feature=1 43 0 15 15
split_gain=1.30715e-05 2.56081e-05 3.99369e-05 2.23223e-05 3.45704e-05
threshold=0.10293500000000001 -0.084004999999999982 -0.10011499999999998 -0.037864999999999989 -0.14712999999999996
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -2
right_child=3 2 -4 -5 -6
leaf_value=0.0077156361321090994 0.013187490140286494 0.0029319255691081115 -0.019264956788894189 0.016243463073858044 -0.011270084817783001
leaf_weight=0.0014107942881618554 0.0010017541857776475 0.0015845252229034275 0.0016594868043469473 0.0011138936862129492 0.0013660220980443079
leaf_count=615 265 291 1479 205 266
internal_value=0 -0.00353163 -0.00842297 0.00456934 -0.000922622
internal_weight=0 0.00465481 0.00324401 0.00348167 0.00236778
internal_count=3121 2385 1770 736 531
is_linear=0
shrinkage=0.1


Tree=6788
num_leaves=6
num_cat=0
split_feature=3 12 4 15 16
split_gain=1.2932e-05 2.00614e-05 2.75715e-05 5.70618e-05 9.06641e-05
threshold=0.13524500000000003 -0.010834999999999999 -0.10429499999999998 -0.0063699999999999989 -0.090764999999999985
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.011238087557474862 0.0094585144575452893 -0.017394269892747068 0.0071966385688156239 0.013685052698087813 -0.028220576319979259
leaf_weight=0.0010170575234808516 0.0012142248800887491 0.0012146367386665965 0.0015714173254545102 0.001767896621006299 0.0013383692214567128
leaf_count=341 192 292 371 1127 798
internal_value=0 -0.00173168 -0.00397035 -0.000484614 -0.00909367
internal_weight=0 0.00690938 0.00589232 0.00467768 0.00290979
internal_count=3121 2929 2588 2296 1169
is_linear=0
shrinkage=0.1


Tree=6789
num_leaves=7
num_cat=0
split_feature=50 484 52 150 16 1
split_gain=3.80876e-05 3.4783e-05 3.10628e-05 4.70766e-05 4.92152e-05 5.56845e-05
threshold=0.088425000000000017 0.073690000000000019 -0.088614999999999985 0.083095000000000016 -0.36241499999999999 0.089875000000000024
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=-0.00028943903561414385 -0.00036079295653916279 0.00035986959700300261 -0.00035523859741729328 0.00041198120214326053 -0.00012741505069732581 0.00040123782507855841
leaf_weight=0.0013019586014353856 0.0010595773414614736 0.0010927465709230297 0.001348763869995924 0.0010923808719760439 0.0018432627587434049 0.0013107962754636796
leaf_count=511 560 342 242 250 1003 213
internal_value=0 3.48437e-05 -1.66516e-05 4.68239e-05 -4.1763e-05 9.22879e-05
internal_weight=0 0.00798991 0.00689716 0.0055952 0.00450282 0.00315406
internal_count=3121 2561 2219 1708 1458 1216
is_linear=0
shrinkage=0.00196078


Tree=6790
num_leaves=8
num_cat=0
split_feature=50 15 16 0 4 4 1
split_gain=2.69386e-05 3.63034e-05 3.92695e-05 5.86449e-05 6.30152e-05 3.8808e-05 3.29655e-05
threshold=0.088425000000000017 -0.15914499999999995 -0.36241499999999999 -0.10607499999999999 -0.012164999999999999 -0.35136499999999998 0.093575000000000019
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=0.00037868105923937232 -0.00029815210448003328 -0.00034646216039516624 6.7905356895679589e-05 -0.00016317446158819281 -0.0004749309954556214 0.00031459122497506557 0.0005543807709314344
leaf_weight=0.001020215133998143 0.0010700834653843061 0.0011623639511993281 0.0010897966533141984 0.0013340791065741288 0.0011799425119312134 0.0012816084975705232 0.0010530220167205874
leaf_count=314 560 221 117 192 524 1058 135
internal_value=0 3.28164e-05 -1.6876e-05 4.76357e-05 -9.87705e-05 7.09164e-05 0.000306969
internal_weight=0 0.00812103 0.00710081 0.00593845 0.00379563 0.00261569 0.00214282
internal_count=3121 2561 2247 2026 1774 1250 252
is_linear=0
shrinkage=0.00196078


Tree=6791
num_leaves=6
num_cat=0
split_feature=52 12 13 16 16
split_gain=1.26009e-05 3.49727e-05 3.00583e-05 3.86889e-05 3.6582e-05
threshold=0.11434500000000002 0.095110000000000014 -0.084034999999999985 -0.073849999999999985 0.033715000000000009
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.0097509954828943722 -0.010016698025888927 0.014008118428759764 -0.019759312256146466 0.014716516326200291 -0.010164558104931483
leaf_weight=0.0014600716595642876 0.0011011090296843759 0.0016939239252941694 0.0014858082686904305 0.0010546612983729907 0.0013439009719040894
leaf_count=697 501 558 645 390 330
internal_value=0 0.00148729 -0.0024812 -0.00707908 0.00077579
internal_weight=0 0.00703837 0.00534444 0.00388437 0.00239856
internal_count=3121 2620 2062 1365 720
is_linear=0
shrinkage=0.1


Tree=6792
num_leaves=6
num_cat=0
split_feature=50 4 4 12 49
split_gain=1.2087e-05 2.58807e-05 2.12228e-05 2.5622e-05 5.28994e-05
threshold=0.079410000000000008 0.27834500000000006 0.098655000000000007 0.084100000000000022 -0.006494999999999999
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.0095304460935532378 -0.0098232791567075695 0.015493417851823392 -0.012344584797590884 -0.0073052180676888602 0.018737554629763682
leaf_weight=0.0010674902094333987 0.0010973231099580096 0.0011073481035563815 0.001319192139205891 0.0017907927826168683 0.0017428037339043652
leaf_count=216 609 315 206 1420 355
internal_value=0 0.00146163 -0.00116292 0.00204302 0.00799995
internal_weight=0 0.00702763 0.00592028 0.00460109 0.00281029
internal_count=3121 2512 2197 1991 571
is_linear=0
shrinkage=0.1


Tree=6793
num_leaves=6
num_cat=0
split_feature=11 2 43 52 52
split_gain=2.96646e-05 3.77748e-05 5.26193e-05 4.83539e-05 4.05001e-05
threshold=0.078065000000000009 0.089885000000000007 -0.074359999999999996 -0.046924999999999988 0.092650000000000024
decision_type=2 2 2 2 2
left_child=1 2 -1 -3 -5
right_child=-2 3 -4 4 -6
leaf_value=0.00010717034639509465 -0.0003199847068740229 0.00042785548541512172 -0.00039736833540140239 -0.00017767483870689287 0.00026294685602255521
leaf_weight=0.0017066153793676745 0.0010012372590927137 0.0015851130884431304 0.0014873342113554745 0.0018759189580449768 0.0014009884450897614
leaf_count=694 211 462 933 433 388
internal_value=0 3.788e-05 -0.000127779 0.000146705 1.07058e-05
internal_weight=0 0.00805597 0.00319395 0.00486202 0.00327691
internal_count=3121 2910 1627 1283 821
is_linear=0
shrinkage=0.00196078


Tree=6794
num_leaves=7
num_cat=0
split_feature=11 1 4 3 2 16
split_gain=3.20508e-05 3.23204e-05 6.64154e-05 6.35643e-05 4.42851e-05 1.85476e-05
threshold=0.076920000000000002 0.094385000000000011 -0.076779999999999987 0.083060000000000009 0.096540000000000015 -0.071854999999999988
decision_type=2 2 2 2 2 2
left_child=1 2 4 -3 -1 -5
right_child=-2 3 -4 5 -6 -7
leaf_value=-0.00012088550625619302 -0.00032816730772161135 0.00045818208294098114 -0.00034626619319461977 0.00012246731207802845 0.00042909793551323971 -0.00023702092264982205
leaf_weight=0.0011427726957488847 0.0010160362484262176 0.001675026334114392 0.0019212093486180894 0.0011628847150893476 0.0011092562220031048 0.0010500455524686118
leaf_count=764 226 522 1258 179 62 110
internal_value=0 4.13815e-05 -7.84558e-05 0.000170012 0.000150014 -4.81115e-05
internal_weight=0 0.00806119 0.00417324 0.00388796 0.00225203 0.00221293
internal_count=3121 2895 2084 811 826 289
is_linear=0
shrinkage=0.00196078


Tree=6795
num_leaves=6
num_cat=0
split_feature=52 160 2 16 0
split_gain=1.25968e-05 8.06888e-05 4.44223e-05 3.48746e-05 4.90354e-05
threshold=-0.046924999999999988 -1.0000000180025095e-35 0.089885000000000007 -0.056919999999999991 -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=-0.009459961882238889 -0.028175999389671632 -0.0061369075914027068 0.016531025697022573 -0.010559579364368075 0.019375856210846448
leaf_weight=0.0011395574378744704 0.0010201520893486906 0.0012855046992261187 0.001554798784952985 0.0013258040591140694 0.0018198191159261743
leaf_count=404 743 200 549 206 1019
internal_value=0 -0.00281993 0.00553834 0.00301765 0.00881439
internal_weight=0 0.00545128 0.00269436 0.00443113 0.00310532
internal_count=3121 2168 953 1425 1219
is_linear=0
shrinkage=0.1


Tree=6796
num_leaves=7
num_cat=0
split_feature=484 133 43 3 15 1
split_gain=2.57128e-05 2.94946e-05 4.46458e-05 4.64557e-05 2.4145e-05 2.40757e-05
threshold=0.084040000000000017 -1.0000000180025095e-35 -0.079329999999999984 0.013900000000000001 -1.0000000180025095e-35 0.104035
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=-0.00035171295162852973 0.00028442296631830629 -0.00045080553716054681 0.00036506430286524879 -0.00022668726870616045 -4.2347312778024183e-05 0.00013093168027097631
leaf_weight=0.00104336836172999 0.0010328081272867615 0.0010043745262244494 0.0017415970077980887 0.0013869281515177141 0.0012474938449414895 0.001513663327610916
leaf_count=809 368 572 778 148 256 190
internal_value=0 -4.44715e-05 2.02737e-06 0.000111926 -0.000224527 -4.00651e-05
internal_weight=0 0.00793743 0.00689406 0.00464219 0.00225187 0.00290059
internal_count=3121 2753 1944 1116 828 338
is_linear=0
shrinkage=0.00196078


Tree=6797
num_leaves=6
num_cat=0
split_feature=0 0 15 0 2
split_gain=1.26398e-05 3.99435e-05 3.80799e-05 5.39231e-05 2.92165e-05
threshold=-0.060129999999999996 -0.10011499999999998 -0.11713499999999999 -0.14920999999999998 0.10097500000000002
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -2
right_child=4 -3 3 -5 -6
leaf_value=-0.012721483146033616 0.013165388348803601 -0.017203396191264479 -0.0046903583890636497 0.023413306768734488 -0.0080447652569423985
leaf_weight=0.0011765056395296666 0.0017717742947299998 0.001430852207807541 0.0014230090471587502 0.001312384465652845 0.0010252442625579626
leaf_count=209 262 1910 178 251 311
internal_value=0 -0.00290666 0.00232264 0.00879319 0.00539083
internal_weight=0 0.00534275 0.0039119 0.00273539 0.00279702
internal_count=3121 2548 638 429 573
is_linear=0
shrinkage=0.1


Tree=6798
num_leaves=6
num_cat=0
split_feature=4 42 43 2 16
split_gain=1.33496e-05 2.21166e-05 4.76754e-05 4.62308e-05 2.73131e-05
threshold=0.24564500000000003 -1.0000000180025095e-35 -0.074359999999999996 0.089885000000000007 -0.062804999999999986
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.015096035299045685 0.0072675534901134563 0.015867816296767562 -0.021730923057453482 0.01346734863655126 -0.0076214771675525402
leaf_weight=0.0011089333255631696 0.0019078647825709607 0.0014446626895429143 0.0011947353873526449 0.0011530081178633058 0.0013140550339849511
leaf_count=797 426 785 569 216 328
internal_value=0 -0.00229537 0.000484457 -0.00558463 0.00223461
internal_weight=0 0.00621539 0.00510646 0.0036618 0.00246706
internal_count=3121 2695 1898 1113 544
is_linear=0
shrinkage=0.1


Tree=6799
num_leaves=7
num_cat=0
split_feature=11 2 3 47 42 0
split_gain=2.65083e-05 4.12723e-05 5.27359e-05 3.10874e-05 4.28704e-05 7.1456e-05
threshold=0.076920000000000002 0.099185000000000009 0.12178000000000001 0.092165000000000011 0.085465000000000013 -0.10607499999999999
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 -5 -6 -7
leaf_value=5.0168880006182235e-05 -0.00030765926271744047 0.00042448611631250153 -7.5048491123422709e-05 0.00017680097770803792 0.00013836246665472468 -0.00063812244294492355
leaf_weight=0.0010409304877140612 0.0010071789156426416 0.0017969808315570013 0.0014831349924090808 0.0012479059491763813 0.0010821234879617976 0.0013093209518943772
leaf_count=133 226 626 174 236 772 954
internal_value=0 2.99681e-05 0.000198617 -8.82273e-05 -0.000184583 -0.000333277
internal_weight=0 0.0079604 0.00328012 0.00468028 0.00343237 0.00235025
internal_count=3121 2895 800 2095 1859 1087
is_linear=0
shrinkage=0.00196078


Tree=6800
num_leaves=6
num_cat=0
split_feature=42 49 1 4 3
split_gain=1.31397e-05 2.57975e-05 2.95715e-05 5.35692e-05 3.24312e-05
threshold=0.091735000000000025 -0.00064499999999999985 0.111945 -0.0016099999999999997 -0.078934999999999991
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.0079978458904289926 -0.0098515374913288219 -0.0021839412769205538 0.018411683741569991 -0.015040856321763314 0.021509856209585912
leaf_weight=0.0019965827542374184 0.0011708532730830183 0.0011164874531541626 0.0013011523489349763 0.0013416033311005569 0.0011970736820495333
leaf_count=571 667 994 234 393 262
internal_value=0 0.00159929 0.00546537 0.000856781 0.0100756
internal_weight=0 0.0069529 0.00495632 0.00365516 0.00231356
internal_count=3121 2454 1883 1649 1256
is_linear=0
shrinkage=0.1


Tree=6801
num_leaves=6
num_cat=0
split_feature=1 0 15 47 48
split_gain=1.27139e-05 3.72304e-05 2.42045e-05 3.77634e-05 2.77422e-05
threshold=0.077565000000000009 0.062580000000000011 1.0000000180025095e-35 0.087235000000000021 0.084485000000000018
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=-0.018960096443438927 0.021622680342327907 0.0061618850319992468 -0.010755658035547452 -0.004758141269091523 0.00062835832127903341
leaf_weight=0.0011637166729881042 0.0016228638884340579 0.0011963955556558452 0.0011123547311244313 0.0019855552237514505 0.0010281885041146866
leaf_count=1565 565 71 433 295 192
internal_value=0 -0.00622518 0.00249177 0.00566992 0.0134802
internal_weight=0 0.00236011 0.00574896 0.00463661 0.00265105
internal_count=3121 1636 1485 1052 757
is_linear=0
shrinkage=0.1


Tree=6802
num_leaves=6
num_cat=0
split_feature=49 16 13 13 15
split_gain=1.27003e-05 2.39312e-05 4.89551e-05 5.89912e-05 3.69382e-05
threshold=-0.047584999999999995 0.38525000000000004 0.0076650000000000008 -0.13710499999999998 -0.0088349999999999974
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
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leaf_value=0.0073678059281495987 -0.021315995021228037 0.011967605780280175 -0.02441062890599463 -0.0030180556780667221 0.018443909791750725
leaf_weight=0.0017997034390898753 0.0010033687827263786 0.0010074540437379487 0.0010301317987474285 0.0018240288580021944 0.0014311186901603313
leaf_count=403 190 300 350 828 1050
internal_value=0 -0.00215796 -0.00484879 -0.000116801 0.00641765
internal_weight=0 0.0062961 0.00528865 0.00425852 0.00325515
internal_count=3121 2718 2418 2068 1878
is_linear=0
shrinkage=0.1


Tree=6803
num_leaves=7
num_cat=0
split_feature=11 2 0 12 3 16
split_gain=2.43956e-05 4.70937e-05 4.97647e-05 6.32659e-05 4.61905e-05 4.54968e-05
threshold=1.0000000180025095e-35 0.098260000000000014 -0.053834999999999994 0.090455000000000021 -1.0000000180025095e-35 -0.074319999999999983
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=-0.00045843372852484793 -0.00029037371841672365 -5.9893030195811865e-05 -0.00043638236903393972 0.00042953943298191529 9.9470857168048707e-05 0.00040829002513747474
leaf_weight=0.0010476197404721361 0.0010249756619349132 0.00138034572203449 0.0012203182970776045 0.0010329564542674303 0.0012528919871830242 0.0018915817499609337
leaf_count=1117 244 344 194 608 146 468
internal_value=0 3.13292e-05 -9.7604e-05 2.64162e-05 -0.000154591 0.000210775
internal_weight=0 0.00782571 0.00455379 0.00333347 0.00230051 0.00327193
internal_count=3121 2877 2065 1871 1263 812
is_linear=0
shrinkage=0.00196078


Tree=6804
num_leaves=7
num_cat=0
split_feature=11 2 3 12 15 16
split_gain=4.14494e-05 6.12645e-05 4.14926e-05 4.03608e-05 3.3763e-05 1.28412e-05
threshold=0.078065000000000009 0.089885000000000007 -0.015584999999999998 0.090455000000000021 -0.074054999999999996 -0.032969999999999992
decision_type=2 2 2 2 2 2
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right_child=-2 2 4 -5 -6 -7
leaf_value=-0.00049242366505005634 -0.000371485085251278 0.00043898728314342006 0.00025865062277923159 0.00011194400023116472 -0.0001304743392845513 -0.00018056623309265759
leaf_weight=0.0010108520115662931 0.0010417879297160209 0.0016083810580447347 0.0016571455661752287 0.0012507190998315063 0.0017760907222160744 0.0010197300788247227
leaf_count=697 211 825 256 422 202 508
internal_value=0 4.33815e-05 0.000179099 -0.000165144 5.73475e-05 -0.000335813
internal_weight=0 0.00832292 0.00504162 0.0032813 0.00343324 0.00203058
internal_count=3121 2910 1283 1627 458 1205
is_linear=0
shrinkage=0.00196078


Tree=6805
num_leaves=7
num_cat=0
split_feature=50 15 16 2 0 43
split_gain=3.50846e-05 4.22482e-05 4.61516e-05 5.2735e-05 5.14743e-05 4.09654e-05
threshold=0.088425000000000017 -0.15914499999999995 -0.36241499999999999 0.10644500000000001 -0.10607499999999999 -0.074359999999999996
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=0.00041494619377693408 -0.00034409881826020139 -0.00037659382689369793 0.00025033592891400146 0.00040358309028418941 8.1771973089044967e-06 -0.00044873870562268318
leaf_weight=0.0010016616124323575 0.0010427616954713512 0.0011400381361202448 0.0015247722798134582 0.0012968551624239072 0.0017358128666841277 0.001334313485548472
leaf_count=314 560 221 173 352 631 870
internal_value=0 3.81946e-05 -1.54728e-05 5.44032e-05 -4.41487e-05 -0.000190404
internal_weight=0 0.00803345 0.00703179 0.00589175 0.0045949 0.00307013
internal_count=3121 2561 2247 2026 1674 1501
is_linear=0
shrinkage=0.00196078


Tree=6806
num_leaves=6
num_cat=0
split_feature=4 42 43 2 4
split_gain=1.30077e-05 1.99879e-05 4.11142e-05 4.04405e-05 2.8052e-05
threshold=0.24564500000000003 -1.0000000180025095e-35 -0.074359999999999996 0.089885000000000007 -0.062539999999999984
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.014473472480839461 0.0071657970914401729 0.014630382484566341 -0.020378052952692505 -0.0096307410711111777 0.011754251688609503
leaf_weight=0.0011033106464831584 0.0019117162124584483 0.0014486619309417954 0.0011943398722012218 0.0011250423130421184 0.0013488118222962048
leaf_count=797 426 785 569 304 240
internal_value=0 -0.00226574 0.000366522 -0.00526663 0.00202893
internal_weight=0 0.00622017 0.00511686 0.00366819 0.00247385
internal_count=3121 2695 1898 1113 544
is_linear=0
shrinkage=0.1


Tree=6807
num_leaves=7
num_cat=0
split_feature=42 43 51 15 16 16
split_gain=1.2306e-05 2.51014e-05 2.78831e-05 3.04266e-05 7.67555e-05 2.33954e-05
threshold=0.091735000000000025 0.070450000000000013 -0.076794999999999988 -0.10324499999999999 -0.092484999999999984 -0.032969999999999992
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 4 5 -7
leaf_value=-0.015098803979758019 -0.0095449736287613052 0.015300580176359477 0.015329689710829609 -0.025634246575523503 0.018816602707717615 -0.0012788832524190704
leaf_weight=0.0011406945490213477 0.0011672836669507974 0.0011148586759414797 0.0013016904714741907 0.001017610900923123 0.0010011498834309647 0.0013750465336112457
leaf_count=411 667 251 315 298 642 537
internal_value=0 0.00155133 -0.00107512 0.00233171 -0.00265365 0.00718784
internal_weight=0 0.00695105 0.00583619 0.0046955 0.00339381 0.0023762
internal_count=3121 2454 2203 1792 1477 1179
is_linear=0
shrinkage=0.1


Tree=6808
num_leaves=7
num_cat=0
split_feature=11 13 13 12 48 4
split_gain=2.47388e-05 3.3009e-05 3.31334e-05 5.08752e-05 3.91726e-05 9.6148e-06
threshold=1.0000000180025095e-35 -0.091054999999999983 0.11217000000000001 0.084100000000000022 0.086260000000000017 0.033845000000000007
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=0.00025954633064055805 -0.0002900707158211907 0.0002986741013353672 0.00023204576303640924 -0.00047017762714513276 -0.00027588941649617845 3.3687103341575929e-05
leaf_weight=0.001897877051471179 0.0010191745110139554 0.0010568625556324671 0.0013429649385127322 0.0011719567580005738 0.0012111703641419216 0.0010489371575771625
leaf_count=396 244 311 195 1559 196 220
internal_value=0 3.49341e-05 -3.81616e-05 -0.000119 5.07814e-06 0.000166679
internal_weight=0 0.00772977 0.00583189 0.00448893 0.00331697 0.0021058
internal_count=3121 2877 2481 2286 727 531
is_linear=0
shrinkage=0.00196078


Tree=6809
num_leaves=7
num_cat=0
split_feature=49 16 13 13 4 16
split_gain=1.18071e-05 2.3308e-05 4.0018e-05 4.99079e-05 3.48108e-05 4.80028e-05
threshold=-0.047584999999999995 0.38525000000000004 0.0076650000000000008 -0.13710499999999998 0.16173500000000005 -0.073404999999999984
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=0.0070858267876863727 -0.019951867060849213 0.011855798890344962 -0.022446555543492168 0.028755435528796999 -0.0097689726319126757 -0.00067033782118434743
leaf_weight=0.0018064535978869799 0.0010053396992188686 0.0010077536220526213 0.001028186344163449 0.0010036584765499158 0.0010216661833286943 0.0012384711528555901
leaf_count=403 190 300 350 769 224 885
internal_value=0 -0.00208405 -0.00473595 -0.000470491 0.00553031 0.0125017
internal_weight=0 0.00630508 0.00529732 0.00426914 0.0032638 0.00224213
internal_count=3121 2718 2418 2068 1878 1654
is_linear=0
shrinkage=0.1


Tree=6810
num_leaves=8
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split_feature=11 13 1 0 3 16 16
split_gain=5.2558e-05 6.47996e-05 5.37558e-05 9.11041e-05 7.40554e-05 5.03995e-05 1.51695e-05
threshold=0.078340000000000007 -0.094514999999999988 0.094385000000000011 -0.077809999999999976 0.10893000000000001 -0.070454999999999976 -0.054549999999999994
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=0.0005134202948343246 -0.00043312131907761092 -0.00055880424720498184 1.3982265068481735e-05 0.00010536676781463707 -0.00023203068524436194 0.00060902760334744649 0.00017728585200095078
leaf_weight=0.001011357272562626 0.0010167587370247316 0.0016590085068614122 0.0010144688301027022 0.0015229366186327547 0.0014810688844254516 0.0011882416260883962 0.0010542752118160037
leaf_count=237 208 1409 240 517 104 309 97
internal_value=0 3.73704e-05 -5.42391e-05 -0.00024092 0.000107011 0.000334977 0.000341861
internal_weight=0 0.00893136 0.00686572 0.00318195 0.00368378 0.00220271 0.00206563
internal_count=3121 2913 2579 1926 653 549 334
is_linear=0
shrinkage=0.00196078


Tree=6811
num_leaves=8
num_cat=0
split_feature=131 13 160 16 3 0 49
split_gain=3.79049e-05 3.81388e-05 4.65623e-05 5.66277e-05 4.91676e-05 3.051e-05 4.97765e-05
threshold=0.078765000000000016 -0.23438999999999996 -0.081069999999999989 -0.018494999999999998 -0.020429999999999997 -0.10224499999999999 -0.026779999999999995
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=0.00040502834340555772 -0.00034704554683878393 0.00035847949404658189 0.0002614702888441942 -6.3968897314634971e-05 -0.00063942541773022248 0.00032423079368867962 -0.00032147065679636591
leaf_weight=0.001005892794508554 0.0010570610534890021 0.0011453569013478507 0.001039518495448033 0.0013286590146320641 0.0010008313439458169 0.0012804779687875779 0.0012289570640325533
leaf_count=138 516 510 95 592 185 912 173
internal_value=0 4.79411e-05 -3.19812e-06 -7.36674e-05 -0.000311205 8.22496e-05 -5.43406e-05
internal_weight=0 0.00802969 0.0070238 0.00587844 0.00232949 0.00354895 0.00226848
internal_count=3121 2605 2467 1957 777 1180 268
is_linear=0
shrinkage=0.00196078


Tree=6812
num_leaves=7
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split_feature=11 1 4 3 3 47
split_gain=2.92173e-05 4.22856e-05 7.75336e-05 5.94355e-05 5.87436e-05 1.67522e-05
threshold=0.078065000000000009 0.094385000000000011 -0.083854999999999985 0.083060000000000009 0.013900000000000001 0.090100000000000013
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=0.00018603679304763057 -0.00032435756234766962 0.00045388463323999662 -0.0006263517904403418 0.00012764400274761333 5.1909341991114363e-06 -0.0002135687499113365
leaf_weight=0.0018992774745528822 0.0010092260045361104 0.0016855787391058972 0.0012907588443380551 0.0011636580273507707 0.0010088380797777796 0.001054509355603972
leaf_count=436 211 523 1576 213 86 76
internal_value=0 2.94331e-05 -0.000107147 0.000176339 -0.000349293 -3.45674e-05
internal_weight=0 0.00810262 0.00419887 0.00390375 0.0022996 0.00221817
internal_count=3121 2910 2098 812 1662 289
is_linear=0
shrinkage=0.00196078


Tree=6813
num_leaves=6
num_cat=0
split_feature=4 151 16 13 15
split_gain=1.4475e-05 1.68891e-05 5.49529e-05 3.71811e-05 3.14255e-05
threshold=0.24564500000000003 -0.0071249999999999985 -0.088909999999999989 -0.0034749999999999994 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.008290331878726645 0.0075304071998345476 -0.023378864031103203 0.011654946007249416 0.004050899798647087 -0.020678619883900948
leaf_weight=0.0011959443360074276 0.0019236764757921765 0.0012225659069961081 0.0017593449685062413 0.0010416306923704819 0.0010142012782356979
leaf_count=463 426 501 1142 192 397
internal_value=0 -0.00239266 -0.00492877 0.000983527 -0.00814889
internal_weight=0 0.00623369 0.00503774 0.00381518 0.00205583
internal_count=3121 2695 2232 1731 589
is_linear=0
shrinkage=0.1


Tree=6814
num_leaves=7
num_cat=0
split_feature=159 47 13 43 3 0
split_gain=3.38393e-05 3.72598e-05 5.48715e-05 8.42455e-05 3.68374e-05 4.87842e-05
threshold=-1.0000000180025095e-35 0.10254000000000001 -0.033284999999999988 -0.0037449999999999996 0.083060000000000009 -0.074479999999999977
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4
right_child=1 -3 4 -5 -6 -7
leaf_value=-0.00034590247612574092 -0.00066126126988849524 0.00030739591503157581 -4.2627876007984939e-05 3.2794840646888009e-05 -9.9902284239824718e-05 0.00052126826073194978
leaf_weight=0.0010046705602326277 0.0011012678107041431 0.0015702485521656298 0.0010485331631875793 0.0017265164962507705 0.0017451181561597591 0.0013483676821279089
leaf_count=509 717 202 690 494 174 335
internal_value=0 3.45321e-05 -2.69422e-05 -0.000237502 0.000116809 0.00027459
internal_weight=0 0.00854005 0.0069698 0.00282778 0.00414202 0.0023969
internal_count=3121 2612 2410 1211 1199 1025
is_linear=0
shrinkage=0.00196078


Tree=6815
num_leaves=7
num_cat=0
split_feature=11 1 4 3 0 16
split_gain=2.43662e-05 3.19288e-05 7.61341e-05 5.97991e-05 3.71437e-05 1.73018e-05
threshold=0.076920000000000002 0.094385000000000011 -0.083854999999999985 0.083060000000000009 -0.11437499999999999 -0.071854999999999988
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=0.00020085858015621806 -0.00028971707439802847 0.00044703912248398567 -5.9377047906230121e-05 0.00011401548052708957 -0.00057321151841714408 -0.00023767349446180317
leaf_weight=0.001887617952892755 0.0010138388483744874 0.0016249804706073411 0.0010004737736897579 0.0011469197462612151 0.0011774058198220012 0.0010126818389474543
leaf_count=430 226 522 137 179 1517 110
internal_value=0 3.32921e-05 -8.73604e-05 0.0001629 -0.000337166 -5.08988e-05
internal_weight=0 0.00785008 0.0040655 0.00378458 0.00217788 0.0021596
internal_count=3121 2895 2084 811 1654 289
is_linear=0
shrinkage=0.00196078


Tree=6816
num_leaves=7
num_cat=0
split_feature=2 13 3 2 16 0
split_gain=3.97592e-05 3.15279e-05 3.4291e-05 3.1525e-05 2.74923e-05 4.82482e-05
threshold=0.099185000000000009 -0.08971999999999998 0.11924500000000002 0.091185000000000002 -0.088159999999999988 -0.060129999999999996
decision_type=2 2 2 2 2 2
left_child=3 -2 -3 4 -1 -6
right_child=1 2 -4 -5 5 -7
leaf_value=0.00018177295512725861 0.00038797106695377334 0.00019506962174676675 -0.00026657015665559479 -0.00039419824566804608 -0.00038353907363995938 0.00014481740534186876
leaf_weight=0.0014700490993474254 0.0013466542501547386 0.0016205523998161302 0.001000608039085249 0.0012037257416815514 0.0015131337177703358 0.0011847774019597892
leaf_count=507 200 650 69 403 1144 148
internal_value=0 0.000144122 1.88422e-05 -0.000114687 -3.39625e-05 -0.000151513
internal_weight=0 0.00396781 0.00262116 0.00537169 0.00416796 0.00269791
internal_count=3121 919 719 2202 1799 1292
is_linear=0
shrinkage=0.00196078


Tree=6817
num_leaves=6
num_cat=0
split_feature=50 3 0 49 0
split_gain=1.37087e-05 2.36879e-05 4.85771e-05 5.08703e-05 4.41517e-05
threshold=0.079410000000000008 -0.12018999999999998 -0.10011499999999998 -0.006494999999999999 -0.019414999999999998
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -4
right_child=-2 2 4 -5 -6
leaf_value=0.012650786692383554 -0.010417034583536912 -0.0074449586913925177 -0.024591461688908342 0.01767256095198495 0.0032384728501560836
leaf_weight=0.0015135140322493782 0.0011055202903756337 0.00146107597336934 0.0013134309905798534 0.0017993187766479381 0.0010072235394769039
leaf_count=293 609 207 1585 275 152
internal_value=0 0.00155482 -0.00145428 0.00641668 -0.0125126
internal_weight=0 0.00709456 0.00558105 0.00326039 0.00232065
internal_count=3121 2512 2219 482 1737
is_linear=0
shrinkage=0.1


Tree=6818
num_leaves=7
num_cat=0
split_feature=11 13 13 12 48 1
split_gain=2.88576e-05 3.12056e-05 4.10249e-05 6.00796e-05 4.80308e-05 1.73073e-05
threshold=0.076920000000000002 -0.091054999999999983 0.11217000000000001 0.084100000000000022 0.086260000000000017 0.096125000000000016
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=0.00024909560705431942 -0.00031942389003788161 0.00035301002368374746 0.00026235643296557522 -0.00050800650810888784 -0.00030106233860587289 -1.5801141246520795e-06
leaf_weight=0.0019356183283841862 0.0010076427416666955 0.0011192608384354666 0.0013485401515399105 0.0011787691889999998 0.0012342089870183838 0.0010038851919987322
leaf_count=409 226 293 195 1561 197 240
internal_value=0 3.31292e-05 -3.79077e-05 -0.000127173 6.53794e-06 0.000185349
internal_weight=0 0.00782028 0.00588466 0.00453612 0.00335736 0.00212315
internal_count=3121 2895 2486 2291 730 533
is_linear=0
shrinkage=0.00196078


Tree=6819
num_leaves=7
num_cat=0
split_feature=11 0 13 15 1 3
split_gain=3.62592e-05 3.31799e-05 4.09232e-05 4.91587e-05 4.48778e-05 0.000135445
threshold=0.076920000000000002 -0.0058249999999999994 -0.094514999999999988 0.035560000000000008 0.094090000000000021 0.11296500000000002
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=0.00030856049678151701 -0.00035244989966163025 0.00028317085357163998 -0.00029292438193324232 -0.00047800803730026225 0.00049564891828525579 -0.00036907372961734851
leaf_weight=0.0011571335361180834 0.0010283688882408376 0.0016868767354021917 0.0013963471323826782 0.0010517262819056683 0.0016732820249078478 0.0011928968715931576
leaf_count=286 226 234 915 1018 363 79
internal_value=0 3.82503e-05 -2.55924e-05 -9.83514e-05 -4.67577e-06 0.000135753
internal_weight=0 0.00815826 0.00647139 0.00531425 0.00426253 0.00286618
internal_count=3121 2895 2661 2375 1357 442
is_linear=0
shrinkage=0.00196078


Tree=6820
num_leaves=6
num_cat=0
split_feature=0 1 2 151 4
split_gain=1.2612e-05 3.91868e-05 3.1866e-05 6.01526e-05 3.11948e-05
threshold=-0.060129999999999996 0.085110000000000005 0.089775000000000008 -0.0083949999999999979 -0.35136499999999998
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -2
right_child=4 2 3 -5 -6
leaf_value=-0.020388887034019525 -0.0063660515354953696 -0.0095443186968904147 -0.011051221304987011 0.019792278809343651 0.014798897275617468
leaf_weight=0.0010348983005604552 0.0012571230757345083 0.0016790928601883217 0.0010223240854654782 0.0016574123178218665 0.0015612147561462832
leaf_count=1544 227 604 153 247 346
internal_value=0 -0.00289599 0.00125727 0.00802543 0.00535825
internal_weight=0 0.00539373 0.00435883 0.00267974 0.00281834
internal_count=3121 2548 1004 400 573
is_linear=0
shrinkage=0.1


Tree=6821
num_leaves=6
num_cat=0
split_feature=11 2 52 43 52
split_gain=2.83527e-05 2.91655e-05 5.25821e-05 4.29989e-05 3.98206e-05
threshold=0.076920000000000002 0.089885000000000007 -0.013374999999999998 -0.074359999999999996 0.092650000000000024
decision_type=2 2 2 2 2
left_child=1 3 -3 -1 -4
right_child=-2 2 4 -5 -6
leaf_value=0.00010825268742778865 -0.0003078833827918728 0.00041653576109775751 -0.00021380475989537105 -0.00035265014005506404 0.0002324971693419997
leaf_weight=0.0016631670587542076 0.00101725806854554 0.001672305763913199 0.0017220916084401024 0.0014625611856313931 0.0013882154696251295
leaf_count=689 226 497 393 928 388
internal_value=0 3.98832e-05 0.000136147 -0.000107409 -1.4608e-05
internal_weight=0 0.00790834 0.00478261 0.00312573 0.00311031
internal_count=3121 2895 1278 1617 781
is_linear=0
shrinkage=0.00196078


Tree=6822
num_leaves=6
num_cat=0
split_feature=15 43 16 13 1
split_gain=1.44524e-05 3.07309e-05 4.3285e-05 3.46453e-05 4.34741e-05
threshold=-0.11713499999999999 -0.17390999999999998 0.22339500000000004 -0.094514999999999988 0.094465000000000007
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
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leaf_value=-0.0087950523374802966 0.016382346274867579 0.019012121872832313 -0.019297212164558597 -0.011244526858023797 0.011967806988889019
leaf_weight=0.0015376657292805584 0.001209430913269265 0.0010487267605622619 0.0010674302627266203 0.0019869340676238736 0.0013585137762960543
leaf_count=484 184 237 385 1523 308
internal_value=0 0.00195917 -0.00123473 0.003153 -0.0018185
internal_weight=0 0.00667104 0.0054616 0.00439417 0.00334545
internal_count=3121 2637 2453 2068 1831
is_linear=0
shrinkage=0.1


Tree=6823
num_leaves=7
num_cat=0
split_feature=50 484 42 43 0 48
split_gain=1.34462e-05 2.38532e-05 2.41384e-05 3.31494e-05 3.0286e-05 4.9339e-05
threshold=0.079410000000000008 0.044540000000000003 -1.0000000180025095e-35 -0.074359999999999996 -0.098289999999999975 0.086035000000000014
decision_type=2 2 2 2 2 2
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leaf_value=-0.014856994067472533 -0.010297302646365391 0.015714266392032879 0.015494059277895572 0.016557554361490767 -0.01579015568773735 -0.011662912218115894
leaf_weight=0.0010198897703134514 0.001107359612302526 0.0010183285333530204 0.0013394088999096887 0.0013345202976060748 0.0012170289651694376 0.0011563409278434085
leaf_count=655 609 376 537 187 651 106
internal_value=0 0.00155185 -0.000825193 0.00201016 -0.00286065 0.00345667
internal_weight=0 0.00708552 0.00606719 0.0050473 0.00370789 0.00249086
internal_count=3121 2512 2136 1481 944 293
is_linear=0
shrinkage=0.1


Tree=6824
num_leaves=8
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split_feature=11 13 13 12 3 1 2
split_gain=3.75563e-05 4.4592e-05 3.93481e-05 6.25464e-05 4.74908e-05 4.70005e-05 1.94514e-05
threshold=0.078065000000000009 -0.091054999999999983 0.11217000000000001 0.084100000000000022 0.11924500000000002 0.094465000000000007 0.098260000000000014
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=9.137315514164494e-05 -0.00036027123880986425 -9.3457397789755328e-05 0.00024180453382290941 -0.00050887542933925837 -0.00035193771095845869 0.00044557689258707103 0.00047179317880648625
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leaf_count=250 211 350 195 1563 72 311 169
internal_value=0 3.72786e-05 -4.58242e-05 -0.000130576 2.03524e-06 0.000147368 0.000286606
internal_weight=0 0.00827429 0.00620584 0.00479342 0.00354924 0.00251617 0.00206846
internal_count=3121 2910 2491 2296 733 661 419
is_linear=0
shrinkage=0.00196078


Tree=6825
num_leaves=7
num_cat=0
split_feature=0 1 2 0 48 12
split_gain=1.48332e-05 2.51509e-05 2.50063e-05 4.66563e-05 3.3706e-05 3.17178e-05
threshold=-1.0000000180025095e-35 0.077565000000000009 1.0000000180025095e-35 -0.15090499999999998 0.086035000000000014 0.090455000000000021
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=-0.016578454657944258 0.0081638396258202125 -0.020081548142691471 0.010367794647031522 0.022894954419844137 -0.014083882519303601 0.004561696845947912
leaf_weight=0.0010302895199444592 0.0017333818326246914 0.0010754812372948367 0.0010837316780395413 0.0010829073379098855 0.0011749738138216673 0.0010153864471211882
leaf_count=1552 325 314 164 341 90 335
internal_value=0 -0.00225371 0.000463027 0.00582977 -0.00235192 -0.00811407
internal_weight=0 0.00646277 0.00543248 0.00334161 0.00225871 0.00209087
internal_count=3121 2796 1244 595 254 649
is_linear=0
shrinkage=0.1


Tree=6826
num_leaves=6
num_cat=0
split_feature=52 52 12 4 1
split_gain=1.44868e-05 3.05069e-05 4.00987e-05 5.47389e-05 4.26603e-05
threshold=0.11434500000000002 0.070205000000000017 0.097825000000000009 -0.04890499999999999 0.10612500000000001
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.023098414987334344 -0.010650562313956145 0.017411250371276523 0.015532115012326484 0.011522899903092935 -0.010270733991058637
leaf_weight=0.0012546406446202387 0.0011128671138612009 0.0010433474539374241 0.0011672168634899215 0.0018882406390196157 0.001713015212708426
leaf_count=558 501 562 334 811 355
internal_value=0 0.00162446 -0.00111019 -0.00511051 0.00115629
internal_weight=0 0.00706646 0.00602311 0.0048559 0.00360126
internal_count=3121 2620 2058 1724 1166
is_linear=0
shrinkage=0.1


Tree=6827
num_leaves=8
num_cat=0
split_feature=131 13 160 16 3 0 49
split_gain=2.99368e-05 5.10906e-05 4.36202e-05 6.09191e-05 5.13448e-05 4.68559e-05 5.77187e-05
threshold=0.078765000000000016 -0.23438999999999996 -0.081069999999999989 -0.018494999999999998 -0.016324999999999996 -0.10224499999999999 -0.026779999999999995
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=0.00045182341033768084 -0.00030494016200687305 0.00032574625439506401 0.00024502192997705364 -8.2326088789762283e-05 -0.00066756921443101344 0.00036981794943575087 -0.00037362540416663992
leaf_weight=0.001014081784955663 0.0010980116544787545 0.0011834813078390669 0.0010595091981680516 0.0013517463891887444 0.0010047378749127756 0.001308117686061842 0.0012806511122063933
leaf_count=138 516 510 95 602 175 912 173
internal_value=0 3.98142e-05 -1.831e-05 -8.61202e-05 -0.000331857 7.26054e-05 -9.35324e-05
internal_weight=0 0.00820233 0.00718824 0.00600476 0.00235648 0.00364828 0.00234016
internal_count=3121 2605 2467 1957 777 1180 268
is_linear=0
shrinkage=0.00196078


Tree=6828
num_leaves=6
num_cat=0
split_feature=42 0 49 15 4
split_gain=1.36725e-05 2.5594e-05 3.31275e-05 6.71118e-05 5.54239e-05
threshold=0.091735000000000025 0.041630000000000007 -0.00064499999999999985 -0.016799999999999995 0.24564500000000003
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.012229786594198475 -0.010005416660956296 0.014427136628023959 -0.024461163046754622 0.018928785716469051 0.0075107203088107775
leaf_weight=0.0018501488443040219 0.0011787521876552827 0.0012786224597532937 0.0010278404323560879 0.0016988885481072752 0.0011475547863210775
leaf_count=539 667 215 596 903 201
internal_value=0 0.00163566 -0.00122147 0.0040355 -0.0075955
internal_weight=0 0.00700306 0.00572443 0.00387428 0.0021754
internal_count=3121 2454 2239 1700 797
is_linear=0
shrinkage=0.1


Tree=6829
num_leaves=6
num_cat=0
split_feature=49 16 1 47 2
split_gain=1.43883e-05 2.47286e-05 3.77828e-05 3.41001e-05 2.13796e-05
threshold=-0.043469999999999995 0.38525000000000004 0.077565000000000009 0.092530000000000015 0.092755000000000018
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
right_child=1 -3 3 -5 -6
leaf_value=0.007528739636196994 -0.017917559791654908 0.011958716541232699 0.015197918658639559 -0.014670764222360739 -0.003059432319987693
leaf_weight=0.001921628919931995 0.0016031871854623714 0.0010099592924947198 0.0013786905022652928 0.0010504632795104107 0.0011993602999794588
leaf_count=425 1390 300 561 186 259
internal_value=0 -0.0023671 -0.00513264 0.000516125 0.00670424
internal_weight=0 0.00624166 0.0052317 0.00362851 0.00257805
internal_count=3121 2696 2396 1006 820
is_linear=0
shrinkage=0.1


Tree=6830
num_leaves=8
num_cat=0
split_feature=11 48 0 2 42 13 43
split_gain=3.06887e-05 2.97144e-05 9.28512e-05 5.81139e-05 4.23739e-05 7.56305e-05 9.64383e-05
threshold=0.078065000000000009 0.016865000000000002 -0.20211999999999997 0.11237500000000002 -0.084624999999999992 -0.094514999999999988 -0.074359999999999996
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=0.00020667956481011052 -0.00032629689185693548 -0.0001613984169470795 0.00061088931929645222 0.00036386776420411988 0.00016062907251529121 -4.2294576748537667e-05 -0.00083731467147564671
leaf_weight=0.0010579840038880913 0.0010105064901195339 0.0012138633073941196 0.001180731470555584 0.0011006614594829215 0.0011968644944445671 0.0011579524137936838 0.0011889160486032331
leaf_count=353 211 82 484 340 171 604 876
internal_value=0 3.61022e-05 0.000219403 -4.0871e-05 -0.000137678 -0.000240487 -0.000445049
internal_weight=0 0.00809697 0.00239459 0.00570238 0.00460172 0.00354373 0.00234687
internal_count=3121 2910 566 2344 2004 1651 1480
is_linear=0
shrinkage=0.00196078


Tree=6831
num_leaves=8
num_cat=0
split_feature=48 16 15 47 0 4 4
split_gain=3.38137e-05 8.37737e-05 5.60215e-05 7.12787e-05 8.70442e-05 8.52546e-05 5.66507e-05
threshold=0.11926500000000002 -0.5048999999999999 -0.11713499999999999 0.092165000000000011 -0.10607499999999999 -0.076779999999999987 -0.35136499999999998
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=0.00055547629639643968 -0.00035061873782226338 -0.00045598373633358452 0.00029033987749822873 0.00048711033541972608 -0.00033379481760634775 -0.00071634001482812364 0.00026032229665718027
leaf_weight=0.0010156704005823344 0.0010200231191017104 0.0010879695443860903 0.0017406562094052745 0.0010695361659378826 0.0012807632904220045 0.0010417333906387167 0.0011907203389527141
leaf_count=190 117 361 264 156 196 1079 758
internal_value=0 2.73728e-05 -4.49996e-05 2.5712e-05 -6.82153e-05 -0.000245865 -4.75589e-05
internal_weight=0 0.00842705 0.00741138 0.00632341 0.00525387 0.00351322 0.00247148
internal_count=3121 3004 2814 2453 2297 2033 954
is_linear=0
shrinkage=0.00196078


Tree=6832
num_leaves=6
num_cat=0
split_feature=47 457 2 0 3
split_gain=1.29445e-05 3.46239e-05 3.0273e-05 5.9432e-05 6.44841e-05
threshold=0.10254000000000001 0.069910000000000014 0.11510000000000002 -0.10224499999999999 -0.05647499999999999
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.024625448016953863 0.0082061435878632745 0.013783454768598387 0.010140795014455002 -0.012651927284453036 0.017720927572467123
leaf_weight=0.0015548453674582271 0.0015416974512912273 0.0011538533777202377 0.0010344581509001858 0.0017328999898627261 0.0011716005057275901
leaf_count=332 252 261 351 1707 218
internal_value=0 -0.00196417 -0.00527161 -0.00884691 -0.000400302
internal_weight=0 0.00664766 0.0054938 0.00445935 0.0029045
internal_count=3121 2869 2608 2257 1925
is_linear=0
shrinkage=0.1


Tree=6833
num_leaves=6
num_cat=0
split_feature=49 1 12 3 1
split_gain=1.16131e-05 2.0697e-05 2.63247e-05 3.14451e-05 2.44588e-05
threshold=-0.047584999999999995 0.12337000000000002 0.09334000000000002 0.095270000000000007 0.077565000000000009
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.0069776295636055224 -0.0056818883290334909 0.010614082660553963 -0.016956908825660848 -0.015708871105229193 0.012687454639925884
leaf_weight=0.0018276949285403361 0.0012882112619789316 0.0010695894122987829 0.0013059519736921118 0.001021267713267382 0.0016574730035046753
leaf_count=403 1055 244 721 134 564
internal_value=0 -0.00206946 -0.00464227 -0.00058819 0.00465414
internal_weight=0 0.00634249 0.0052729 0.00396695 0.00294568
internal_count=3121 2718 2474 1753 1619
is_linear=0
shrinkage=0.1


Tree=6834
num_leaves=7
num_cat=0
split_feature=52 0 4 0 0 1
split_gain=1.19497e-05 2.6257e-05 4.52184e-05 4.42627e-05 4.6129e-05 2.89305e-05
threshold=0.11434500000000002 -0.077999999999999986 -0.35136499999999998 -0.10607499999999999 -0.14920999999999998 0.10638500000000002
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=0.0054022566362832009 -0.0096703890506478051 -0.0064420310792568164 0.019482423449574019 -0.020458182315573867 0.01975570913132298 -0.018221549861496555
leaf_weight=0.0010763305871212443 0.0011130241925028381 0.0011288357780711391 0.0016654959353119597 0.0011270535324355798 0.0010485372940071554 0.001000030663894114
leaf_count=148 501 202 681 1269 236 84
internal_value=0 0.00147958 0.00900963 -0.00346908 0.00265836 -0.0059756
internal_weight=0 0.00704628 0.00279433 0.00425195 0.0031249 0.00207636
internal_count=3121 2620 883 1737 468 232
is_linear=0
shrinkage=0.1


Tree=6835
num_leaves=7
num_cat=0
split_feature=11 13 12 0 151 4
split_gain=3.23022e-05 3.29511e-05 4.52846e-05 7.45969e-05 6.20961e-05 5.62781e-05
threshold=0.076920000000000002 -0.094514999999999988 -0.010834999999999999 -0.053834999999999994 -0.0083949999999999979 0.053180000000000012
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=0.00027175008090143081 -0.00033342343397709581 0.00034005234950815189 -0.00040209947365592812 -0.00055454695452869334 -6.7628037271141113e-05 0.00048120706227771222
leaf_weight=0.0017807357492393098 0.0010222546739169962 0.0010468612936878558 0.0010060455840528067 0.001120158827646477 0.0017170446725112403 0.0012349481157243212
leaf_count=322 226 320 332 273 1419 229
internal_value=0 3.69776e-05 -3.12777e-05 -0.000107827 1.85989e-05 0.000161974
internal_weight=0 0.00790579 0.00612506 0.0050782 0.00395804 0.00295199
internal_count=3121 2895 2573 2253 1980 1648
is_linear=0
shrinkage=0.00196078


Tree=6836
num_leaves=7
num_cat=0
split_feature=11 2 52 43 3 2
split_gain=4.21323e-05 5.56889e-05 5.4351e-05 4.65554e-05 4.15552e-05 5.27378e-05
threshold=0.078065000000000009 0.089885000000000007 -0.081429999999999989 -0.074359999999999996 -0.013929999999999998 0.10613000000000002
decision_type=2 2 2 2 2 2
left_child=1 3 -3 -1 -4 -6
right_child=-2 2 4 -5 5 -7
leaf_value=5.8724803840428142e-05 -0.00037464251845595526 0.00057077876537172095 0.00039579270410742412 -0.00040984542858280292 0.00030142704603479913 -0.00024612136171392771
leaf_weight=0.0017657604615678073 0.0010528496021875141 0.0010362631809819308 0.0010848267319107548 0.0015144198993306017 0.0010453968189906378 0.0019154592493821111
leaf_count=694 211 345 611 933 89 238
internal_value=0 4.15606e-05 0.000170116 -0.000157608 6.74897e-05 -5.27971e-05
internal_weight=0 0.00836213 0.00508195 0.00328018 0.00404568 0.00296086
internal_count=3121 2910 1283 1627 938 327
is_linear=0
shrinkage=0.00196078


Tree=6837
num_leaves=7
num_cat=0
split_feature=2 2 16 16 13 15
split_gain=1.28312e-05 2.69703e-05 2.93828e-05 5.11484e-05 2.53591e-05 1.53424e-05
threshold=0.099185000000000009 0.091185000000000002 -0.088159999999999988 0.013515000000000001 -0.08971999999999998 -0.074054999999999996
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -2 -6
right_child=4 -3 3 -5 5 -7
leaf_value=0.012672543425132857 0.016595748435647786 -0.01750441496682514 -0.020067429405401262 0.0094425741390606471 0.007416780163888372 -0.0090011483806949118
leaf_weight=0.001303575277825052 0.0011649774067377951 0.0010575081994677691 0.0012356308053920197 0.0011194794220988442 0.0010456510092642743 0.0012491536129373264
leaf_count=507 200 403 1005 287 308 411
internal_value=0 -0.0034385 0.000627124 -0.00604013 0.00457983 -0.00152015
internal_weight=0 0.00471619 0.00365869 0.00235511 0.00345978 0.0022948
internal_count=3121 2202 1799 1292 919 719
is_linear=0
shrinkage=0.1


Tree=6838
num_leaves=7
num_cat=0
split_feature=11 2 52 43 3 16
split_gain=2.98982e-05 4.26752e-05 5.18014e-05 4.14408e-05 4.04973e-05 2.79898e-05
threshold=0.076920000000000002 0.089885000000000007 -0.081429999999999989 -0.074359999999999996 -0.013929999999999998 -0.071854999999999988
decision_type=2 2 2 2 2 2
left_child=1 3 -3 -1 -4 -6
right_child=-2 2 4 -5 5 -7
leaf_value=6.8741926150742264e-05 -0.00032220840970991068 0.00054619076016766352 0.00037563685917285351 -0.0003816216809157962 8.135249510668913e-05 -0.00032185920090179934
leaf_weight=0.0016743097443335572 0.0010169377637896113 0.001007627278655528 0.0010431598177366272 0.001479796421598299 0.0016789195582200141 0.0010926847038949658
leaf_count=689 226 342 610 928 222 104
internal_value=0 3.47863e-05 0.000150776 -0.000142553 4.63313e-05 -7.76108e-05
internal_weight=0 0.0079765 0.00482239 0.00315411 0.00381476 0.0027716
internal_count=3121 2895 1278 1617 936 326
is_linear=0
shrinkage=0.00196078


Tree=6839
num_leaves=6
num_cat=0
split_feature=42 0 49 15 4
split_gain=1.41141e-05 2.39816e-05 3.31923e-05 5.92556e-05 5.21629e-05
threshold=0.091735000000000025 0.041630000000000007 -0.00064499999999999985 -0.016799999999999995 0.24564500000000003
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.012135637859373362 -0.010193276764081841 0.014037527606128766 -0.023115216973722246 0.018155666785039087 0.0078882919498460737
leaf_weight=0.0018486622370544933 0.0011738525476867254 0.0012785878021737444 0.0010293206264326716 0.0016973780365199644 0.0011478324802012812
leaf_count=539 667 215 596 903 201
internal_value=0 0.00165558 -0.0011106 0.00414979 -0.00676964
internal_weight=0 0.00700178 0.00572319 0.00387453 0.00217715
internal_count=3121 2454 2239 1700 797
is_linear=0
shrinkage=0.1


Tree=6840
num_leaves=6
num_cat=0
split_feature=12 3 1 2 12
split_gain=1.42299e-05 4.38063e-05 8.18413e-05 3.48319e-05 6.05793e-05
threshold=0.051320000000000005 0.12178000000000001 0.094385000000000011 0.08622500000000001 0.09334000000000002
decision_type=2 2 2 2 2
left_child=1 2 -1 -2 -5
right_child=3 -3 -4 4 -6
leaf_value=-0.0060069746762989144 -0.014518897411351241 -0.013221956038010609 0.026395623394315466 0.021694005004170663 -0.012063027394100867
leaf_weight=0.001573925036203339 0.0018184439940864328 0.0010933495102184152 0.0015443325259376142 0.0010333927556510814 0.0010948333359134532
leaf_count=251 987 189 381 726 587
internal_value=0 0.00400153 0.0100406 -0.00435567 0.00432822
internal_weight=0 0.00421161 0.00311826 0.00394667 0.00212823
internal_count=3121 821 632 2300 1313
is_linear=0
shrinkage=0.1


Tree=6841
num_leaves=7
num_cat=0
split_feature=3 13 48 2 13 0
split_gain=1.24938e-05 2.59017e-05 4.76619e-05 4.20288e-05 4.20371e-05 3.28647e-05
threshold=0.13524500000000003 -0.095539999999999986 0.091545000000000015 0.084245000000000014 0.0027400000000000007 -0.083914999999999976
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=-0.016187158901114104 0.0093321303934763688 0.018424105140309802 0.019605280843523216 -0.023597317136243617 0.0030690662225401379 -0.0053230397618981348
leaf_weight=0.0010443682853039649 0.0012116774328060301 0.0011287534023770181 0.001106241352110438 0.0014344502817932058 0.0010055701883385265 0.0012048640805899986
leaf_count=217 192 317 283 1249 381 482
internal_value=0 -0.00167491 0.000902721 -0.0034314 -0.0126077 0.00616328
internal_weight=0 0.00692425 0.00587988 0.00477364 0.00244002 0.00233362
internal_count=3121 2929 2712 2429 1630 799
is_linear=0
shrinkage=0.1


Tree=6842
num_leaves=6
num_cat=0
split_feature=49 52 2 42 0
split_gain=1.19978e-05 2.11878e-05 4.43304e-05 8.23969e-05 3.6833e-05
threshold=-0.047584999999999995 0.10744000000000002 0.11215000000000001 0.084050000000000014 -0.10151999999999999
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.0071381946053029888 0.022307796051804697 0.010313112383623436 -0.022405890164355687 -0.02236078578120029 -0.00055238196352005477
leaf_weight=0.001812310478616296 0.0012224954465974802 0.0011297541968573578 0.0011207576316120717 0.001166884604463291 0.0016644397434020023
leaf_count=403 187 506 343 775 907
internal_value=0 -0.00209395 -0.00480276 6.39683e-05 0.00912794
internal_weight=0 0.00630433 0.00517458 0.00405382 0.00288694
internal_count=3121 2718 2212 1869 1094
is_linear=0
shrinkage=0.1


Tree=6843
num_leaves=7
num_cat=0
split_feature=11 2 3 52 12 2
split_gain=3.42879e-05 3.39554e-05 5.60232e-05 5.38679e-05 3.39273e-05 3.9488e-05
threshold=0.076920000000000002 0.10912000000000001 0.12178000000000001 0.084960000000000022 0.09202500000000001 0.089885000000000007
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=-0.00023244993569114308 -0.00034604382091357093 0.00056289279062757204 -4.9429831946193526e-05 -0.00040416548502613211 0.00036844040200732293 0.00020214679676142788
leaf_weight=0.0018136916204941102 0.001014467644442873 0.0010789398915035759 0.0012286499467410381 0.0012512921861487208 0.0010299305248070135 0.0014435877195042349
leaf_count=858 226 389 162 794 377 315
internal_value=0 3.70323e-05 0.000236869 -4.62286e-05 5.82412e-05 -3.98418e-05
internal_weight=0 0.00784609 0.00230759 0.0055385 0.00428721 0.00325728
internal_count=3121 2895 551 2344 1550 1173
is_linear=0
shrinkage=0.00196078


Tree=6844
num_leaves=7
num_cat=0
split_feature=11 13 1 0 0 16
split_gain=3.59192e-05 3.05468e-05 3.63066e-05 3.5664e-05 5.61673e-05 4.75049e-05
threshold=0.076920000000000002 -0.084034999999999985 0.086720000000000005 -0.019414999999999998 -0.099059999999999995 -0.073849999999999985
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=1.2988865040018754e-05 -0.00035215279774569291 -0.00016245360718323846 0.00050867637511828637 0.00027186394447059804 -0.00041307669729151496 0.00035493967652524872
leaf_weight=0.001314253871245927 0.0010253535226859246 0.001692321304976542 0.0010006543200545156 0.0011198992043595715 0.0016029394195377668 0.0011431311651363923
leaf_count=558 226 197 291 216 1485 148
internal_value=0 3.80051e-05 0.000227257 -4.08143e-05 -0.00011971 4.61369e-05
internal_weight=0 0.0078732 0.00231491 0.00555829 0.00443839 0.00283545
internal_count=3121 2895 849 2046 1830 345
is_linear=0
shrinkage=0.00196078


Tree=6845
num_leaves=7
num_cat=0
split_feature=42 160 151 16 1 1
split_gain=1.18852e-05 3.49452e-05 5.12692e-05 6.44256e-05 4.53611e-05 2.95444e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 -0.071854999999999988 0.097525000000000014 0.080270000000000022
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=-0.0087571288967127035 -0.011249429967785803 -0.013818351525411852 0.0083702537712240285 0.0098766342170818738 0.038343164800909775 -0.013807074444754278
leaf_weight=0.0013119438800892145 0.001607847327134212 0.0010766256373254905 0.0010036444829414992 0.0010928572121214775 0.0010161277750203306 0.0010167469458088429
leaf_count=862 828 300 364 262 200 305
internal_value=0 0.00163684 0.0056167 0.0106839 0.0234493 -0.00153799
internal_weight=0 0.00681385 0.005206 0.00412938 0.00201977 0.0021096
internal_count=3121 2259 1431 1131 564 567
is_linear=0
shrinkage=0.1


Tree=6846
num_leaves=7
num_cat=0
split_feature=50 15 15 3 0 133
split_gain=3.20323e-05 3.39875e-05 4.64527e-05 3.05375e-05 6.32187e-05 7.75308e-05
threshold=0.088425000000000017 -0.15914499999999995 -0.095869999999999983 -0.12018999999999998 -0.10607499999999999 0.083950000000000011
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=0.00037057643814525083 -0.00033182360135509508 -0.00035925879079570398 0.00032878450230426745 0.00028781325989940136 -0.00044695053644159286 0.00021459957512027584
leaf_weight=0.0010048807585195897 0.0010439896093103708 0.0012407379630283676 0.0012602898196629325 0.0016655405123981704 0.0017688420335168816 0.001107565987638739
leaf_count=314 560 242 232 220 981 572
internal_value=0 3.32344e-05 -1.4897e-05 5.87406e-05 -1.61906e-05 -0.000192219
internal_weight=0 0.00804786 0.00704298 0.00580224 0.00454195 0.00287641
internal_count=3121 2561 2247 2005 1773 1553
is_linear=0
shrinkage=0.00196078


Tree=6847
num_leaves=7
num_cat=0
split_feature=11 43 12 160 52 1
split_gain=3.94425e-05 2.80609e-05 7.00428e-05 3.9363e-05 3.48282e-05 0.000108326
threshold=0.078065000000000009 -0.04890499999999999 0.051320000000000005 1.0000000180025095e-35 0.077655000000000016 0.10612500000000001
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=0.00059296914477348578 -0.00036847728280444032 0.00024059926188795742 -3.6711079334917855e-05 -0.00036824149093647116 0.00033867625046148239 -0.00050869648302332641
leaf_weight=0.0010717146618792752 0.001023309809796146 0.0018177557772669534 0.0018543020934341833 0.0011392457640687715 0.0011205730622162583 0.0012532217352742318
leaf_count=286 211 576 1097 189 559 203
internal_value=0 3.96346e-05 0.000193922 -4.50523e-05 4.27891e-05 -6.51776e-05
internal_weight=0 0.00825681 0.00292602 0.0053308 0.00419155 0.00307098
internal_count=3121 2910 1383 1527 1338 779
is_linear=0
shrinkage=0.00196078


Tree=6848
num_leaves=7
num_cat=0
split_feature=11 13 0 4 4 12
split_gain=4.82055e-05 3.42438e-05 3.90129e-05 4.52884e-05 5.03539e-05 1.94598e-05
threshold=0.078065000000000009 -0.091054999999999983 -0.019414999999999998 0.098655000000000007 0.0061450000000000003 0.088305000000000008
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=6.9725874949472344e-05 -0.00040968838511988955 -0.00017370566583585327 0.00028884990245913003 -0.00037353711877567626 0.00031794827527540672 0.00045293478188235389
leaf_weight=0.0010023405598912822 0.0010103178897988138 0.0019746814207035643 0.0011972977135352586 0.0016276399691965266 0.001347350163775643 0.0010361329876688173
leaf_count=309 211 1711 223 273 284 110
internal_value=0 4.42761e-05 -2.87573e-05 -0.000105585 2.56994e-05 0.000264507
internal_weight=0 0.00818544 0.00614697 0.00494967 0.00332203 0.00203847
internal_count=3121 2910 2491 2268 1995 419
is_linear=0
shrinkage=0.00196078


Tree=6849
num_leaves=6
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split_feature=52 0 4 0 15
split_gain=1.31494e-05 2.49279e-05 4.38334e-05 3.37272e-05 4.82295e-05
threshold=0.11434500000000002 -0.077999999999999986 -0.35136499999999998 -0.10607499999999999 -0.095869999999999983
decision_type=2 2 2 2 2
left_child=1 3 -3 4 -1
right_child=-2 2 -4 -5 -6
leaf_value=-0.010775589030636638 -0.010111891847149709 -0.0063529583985974906 0.019153037177988386 -0.018150312527646151 0.014115929196782829
leaf_weight=0.0015086697283148583 0.0011203728729997824 0.0011286754174827654 0.0016717864927511157 0.001122193833548662 0.0016081573882180187
leaf_count=204 501 202 681 1269 264
internal_value=0 0.00155196 0.00887331 -0.0032848 0.00206743
internal_weight=0 0.00703948 0.00280046 0.00423902 0.00311683
internal_count=3121 2620 883 1737 468
is_linear=0
shrinkage=0.1


Tree=6850
num_leaves=6
num_cat=0
split_feature=484 16 0 52 49
split_gain=1.21274e-05 2.11825e-05 7.12697e-05 6.30651e-05 5.81242e-05
threshold=0.073690000000000019 -0.056919999999999991 -0.10224499999999999 0.091275000000000009 -0.026779999999999995
decision_type=2 2 2 2 2
left_child=1 2 4 -3 -1
right_child=-2 3 -4 -5 -6
leaf_value=0.01104419079009613 0.0098898876624651869 -0.019263320105105033 0.020618132116726973 0.010016802114384075 -0.01986099819016747
leaf_weight=0.0010409642669922216 0.0010677535259209486 0.0018735368777001641 0.0014859435975946534 0.0012111250810562121 0.0014649649005004063
leaf_count=141 394 952 1163 221 250
internal_value=0 -0.00154322 0.00326622 -0.00776712 -0.00702297
internal_weight=0 0.00707653 0.00399187 0.00308466 0.00250593
internal_count=3121 2727 1554 1173 391
is_linear=0
shrinkage=0.1


Tree=6851
num_leaves=5
num_cat=0
split_feature=4 12 42 1
split_gain=1.35006e-05 1.99784e-05 6.11446e-05 4.21407e-05
threshold=0.24564500000000003 0.051320000000000005 0.084635000000000016 0.094090000000000021
decision_type=2 2 2 2
left_child=1 3 -3 -1
right_child=-2 2 -4 -5
leaf_value=-0.0082166086948215721 0.0072898873463520296 -0.019753307402676314 0.0091662655006051318 0.014861232433849217
leaf_weight=0.0015921128319238522 0.0019189456350975189 0.0018142247070804718 0.0012245749669005694 0.0015729837305282831
leaf_count=238 426 1068 1098 291
internal_value=0 -0.00230782 -0.0080993 0.00325257
internal_weight=0 0.0062039 0.0030388 0.0031651
internal_count=3121 2695 2166 529
is_linear=0
shrinkage=0.1


Tree=6852
num_leaves=6
num_cat=0
split_feature=11 2 52 43 52
split_gain=3.50114e-05 3.46279e-05 5.22085e-05 4.50143e-05 3.67671e-05
threshold=1.0000000180025095e-35 0.089885000000000007 -0.046924999999999988 -0.074359999999999996 0.092650000000000024
decision_type=2 2 2 2 2
left_child=1 3 -3 -1 -4
right_child=-2 2 4 -5 -6
leaf_value=9.9040117016647322e-05 -0.00034869656720020673 0.00044523850866423989 -0.00018316833490734919 -0.00037976870835240912 0.00024503983435336305
leaf_weight=0.0016253800431463416 0.0010100036265298521 0.001512035058462223 0.0017847143829208721 0.001409546442192911 0.0013571498575190974
leaf_count=686 244 458 429 918 386
internal_value=0 3.96088e-05 0.000145871 -0.000123339 1.79913e-06
internal_weight=0 0.00768883 0.0046539 0.00303493 0.00314186
internal_count=3121 2877 1273 1604 815
is_linear=0
shrinkage=0.00196078


Tree=6853
num_leaves=6
num_cat=0
split_feature=52 13 43 1 13
split_gain=1.39912e-05 2.84056e-05 2.65495e-05 4.52916e-05 3.73714e-05
threshold=0.11434500000000002 -0.094514999999999988 -0.04890499999999999 0.10612500000000001 -0.0034749999999999994
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -3
right_child=-2 2 3 -5 -6
leaf_value=0.012158974113688615 -0.010451447564723916 0.019684958105402994 0.0011844168839861495 -0.02469681527135768 -0.0061004804080409935
leaf_weight=0.001872005508173076 0.001113904066236235 0.00104989872941057 0.0017875614178334428 0.0010875170663087884 0.0012096785815035262
leaf_count=318 501 788 1028 162 324
internal_value=0 0.00161393 -0.00223061 -0.00860533 0.00588057
internal_weight=0 0.00700666 0.00513466 0.00287508 0.00225958
internal_count=3121 2620 2302 1190 1112
is_linear=0
shrinkage=0.1


Tree=6854
num_leaves=5
num_cat=0
split_feature=4 12 42 3
split_gain=1.35624e-05 1.94875e-05 4.91214e-05 3.66759e-05
threshold=0.24564500000000003 0.051320000000000005 0.084635000000000016 0.076840000000000006
decision_type=2 2 2 2
left_child=1 3 -3 -1
right_child=-2 2 -4 -5
leaf_value=0.016009326308915474 0.0073143908184095446 -0.018540845439566304 0.0074036824513164139 -0.0058648218198507239
leaf_weight=0.0013069053333199755 0.0019161218884801347 0.0018037711423326849 0.0012256080245763264 0.0018537568957774963
leaf_count=269 426 1068 1098 260
internal_value=0 -0.00231318 -0.00804436 0.00317994
internal_weight=0 0.00619004 0.00302938 0.00316066
internal_count=3121 2695 2166 529
is_linear=0
shrinkage=0.1


Tree=6855
num_leaves=7
num_cat=0
split_feature=42 43 51 15 16 0
split_gain=1.31025e-05 2.24751e-05 2.71048e-05 2.68101e-05 6.60486e-05 2.03112e-05
threshold=0.091735000000000025 0.070450000000000013 -0.076794999999999988 -0.10324499999999999 -0.092484999999999984 -0.082974999999999979
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=-0.014798446025319659 -0.0098293019763883039 0.014642673251916129 0.014643560325684091 -0.023344097473732034 0.01727625407317979 -0.0014012500007771749
leaf_weight=0.0011268448486478604 0.0011684807666072355 0.0011121876730485212 0.0013060420404054618 0.0010298729598896307 0.0010606968157493824 0.0012907485921521151
leaf_count=411 667 251 315 298 558 621
internal_value=0 0.0016184 -0.000872982 0.00247471 -0.00222554 0.00702385
internal_weight=0 0.00692639 0.00581421 0.00468736 0.00338132 0.00235145
internal_count=3121 2454 2203 1792 1477 1179
is_linear=0
shrinkage=0.1


Tree=6856
num_leaves=8
num_cat=0
split_feature=4 15 12 151 1 3 4
split_gain=2.93074e-05 5.20585e-05 3.32071e-05 4.82287e-05 0.000111404 4.54606e-05 2.67564e-05
threshold=0.24564500000000003 -0.15026499999999995 0.098810000000000023 -0.0052199999999999989 0.083835000000000007 0.076840000000000006 -0.15764999999999998
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=0.00032634985415222744 0.00047765750045954065 -0.00013269208600908271 -0.00038150394413211141 0.00041662780653638399 -0.00011109189521376707 -0.00066096903141947257 -1.1579321044006686e-05
leaf_weight=0.0012845690016276244 0.001154495477732042 0.0010049484792247891 0.0010938547370472488 0.0011500847372293193 0.0010824541545407956 0.0012404871913891287 0.0010953384405419085
leaf_count=441 266 160 404 82 513 160 1095
internal_value=0 0.000193617 -6.79152e-05 -9.3086e-06 -0.000103692 -0.000404735 0.000207744
internal_weight=0 0.00215944 0.00694679 0.00585293 0.00456836 0.00232294 0.00224542
internal_count=3121 426 2695 2291 1850 673 1177
is_linear=0
shrinkage=0.00196078


Tree=6857
num_leaves=6
num_cat=0
split_feature=50 484 13 0 15
split_gain=1.31287e-05 2.73581e-05 2.28547e-05 2.81002e-05 4.08267e-05
threshold=0.079410000000000008 0.044540000000000003 0.086705000000000018 -0.10011499999999998 -0.095869999999999983
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.010305244372108549 -0.010214127224451476 0.016858405645461417 0.010709335388445833 -0.013943294075414761 0.013568146972769621
leaf_weight=0.0013982395765828617 0.0010956793268891195 0.0010014303078907721 0.0013050864965308941 0.0018269972599568316 0.0014688410467194033
leaf_count=210 609 376 252 1433 241
internal_value=0 0.00155773 -0.000996389 -0.00425091 0.00192539
internal_weight=0 0.00700059 0.00599916 0.00469408 0.00286708
internal_count=3121 2512 2136 1884 451
is_linear=0
shrinkage=0.1


Tree=6858
num_leaves=7
num_cat=0
split_feature=42 160 151 16 1 1
split_gain=3.39623e-05 4.26292e-05 4.47492e-05 6.11169e-05 8.95524e-05 5.21707e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 -0.071854999999999988 0.099660000000000012 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -5
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leaf_value=-0.00027276531734550947 -0.00020982625604327453 -0.00020056931725138965 8.0130765692214352e-05 0.00029486965286287537 0.00085498353528686184 -0.00028114194722247959
leaf_weight=0.0014974197256266029 0.0018574461258072132 0.0012435120692015373 0.0012133945848571378 0.0011807676363470923 0.0010873294496213774 0.0012387755017232212
leaf_count=862 828 300 370 247 194 320
internal_value=0 4.95611e-05 0.000130348 0.000217526 0.000446329 -4.10051e-08
internal_weight=0 0.00782123 0.00596378 0.00472027 0.00230072 0.00241954
internal_count=3121 2259 1431 1131 564 567
is_linear=0
shrinkage=0.00196078


Tree=6859
num_leaves=7
num_cat=0
split_feature=4 42 52 16 0 49
split_gain=1.22184e-05 2.48909e-05 3.13026e-05 4.2944e-05 4.39232e-05 3.46286e-05
threshold=0.27834500000000006 0.088465000000000002 0.10347000000000002 0.071345000000000006 -0.084269999999999984 -0.006494999999999999
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 -5 -6 -7
leaf_value=-0.017161964575214125 0.0087187457127516684 -0.014355805220896085 0.017144895584979138 -0.018347514828887135 0.02021071532225795 0.0079299077047275904
leaf_weight=0.0010893756143115323 0.0013326732045172013 0.0012731754579751791 0.0010019631004937208 0.0012276748156942615 0.0010695526101117559 0.0011108650015139907
leaf_count=234 340 821 282 333 513 598
internal_value=0 -0.0017562 0.00116074 -0.00240027 0.00358728 -0.00449349
internal_weight=0 0.00677261 0.00549943 0.00449747 0.00326979 0.00220024
internal_count=3121 2781 1960 1678 1345 832
is_linear=0
shrinkage=0.1


Tree=6860
num_leaves=7
num_cat=0
split_feature=50 4 42 48 16 4
split_gain=3.44174e-05 4.50128e-05 5.44354e-05 6.77737e-05 5.99999e-05 4.54376e-05
threshold=0.088425000000000017 0.40473500000000007 0.084050000000000014 0.086260000000000017 0.22339500000000004 -1.0000000180025095e-35
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=0.00057679903833975359 -0.00033619273933351875 0.00041006409389254329 -0.00030768441065460214 -0.00030446790883180045 -0.00017037021449065628 6.2829606328376332e-05
leaf_weight=0.0016444836960219909 0.0010631917282464083 0.0010881365854652205 0.0018443092959636084 0.001288305125898493 0.0011076663575397484 0.0011061076834359401
leaf_count=630 560 279 995 242 205 210
internal_value=0 3.90905e-05 -1.86519e-05 8.4925e-05 0.000214947 0.000370114
internal_weight=0 0.00807901 0.00699087 0.00514656 0.00385826 0.00275059
internal_count=3121 2561 2282 1287 1045 840
is_linear=0
shrinkage=0.00196078


Tree=6861
num_leaves=6
num_cat=0
split_feature=52 160 2 16 0
split_gain=1.45749e-05 7.73638e-05 3.99037e-05 2.56896e-05 3.35496e-05
threshold=-0.046924999999999988 -1.0000000180025095e-35 0.089885000000000007 -0.056919999999999991 -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=-0.0082383599801154929 -0.027777863311527998 -0.0045042022685766068 0.01643991067511625 -0.0089003520793285475 0.016658813322087341
leaf_weight=0.0011362496653997288 0.0010236853975311936 0.0012925578975940015 0.0015476835843927551 0.0013240702168118065 0.0017815870736681057
leaf_count=404 743 200 549 206 1019
internal_value=0 -0.003018 0.0059923 0.00274486 0.00776059
internal_weight=0 0.0054219 0.00268393 0.00439822 0.00307414
internal_count=3121 2168 953 1425 1219
is_linear=0
shrinkage=0.1


Tree=6862
num_leaves=7
num_cat=0
split_feature=4 40 47 3 12 42
split_gain=3.13332e-05 3.92655e-05 6.6998e-05 5.7551e-05 5.53551e-05 0.000132251
threshold=0.27834500000000006 -0.064864999999999992 0.092165000000000011 0.10732000000000001 0.084100000000000022 0.084635000000000016
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=-0.00040232915957104311 0.00026004118322060852 4.515784909781835e-05 0.00039286635424780293 0.00030744892450645158 -0.00092172763833604082 3.8303569540475236e-05
leaf_weight=0.0010423278480072721 0.0015145222853788299 0.001902837523541681 0.0013712975527584203 0.0010850045081182876 0.0010365861741626105 0.0011793411710226231
leaf_count=199 340 426 272 108 848 928
internal_value=0 -4.87552e-05 7.2959e-06 -9.43096e-05 -0.000200145 -0.000410788
internal_weight=0 0.00761739 0.00657507 0.00520377 0.00411876 0.00221593
internal_count=3121 2781 2582 2310 2202 1776
is_linear=0
shrinkage=0.00196078


Tree=6863
num_leaves=7
num_cat=0
split_feature=13 0 42 15 48 0
split_gain=2.42683e-05 2.61298e-05 3.07623e-05 5.14304e-05 6.80409e-05 5.47642e-05
threshold=-0.23438999999999996 -1.0000000180025095e-35 0.090310000000000015 0.024640000000000006 0.086260000000000017 -0.12333499999999999
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=0.00027269163167903886 0.00042413527281387687 0.00020920162619419256 0.00017911861216678412 -0.00054730586349843681 -0.00041683050299053137 -0.00013554221716931131
leaf_weight=0.001095887407487707 0.0012370341409378431 0.0013473762375400431 0.0012925301519850262 0.0010457563891634325 0.001364984099117548 0.0014720436648659346
leaf_count=169 152 297 733 775 303 692
internal_value=0 -3.90195e-05 -9.11762e-05 -0.000159414 -5.98472e-05 0.000120021
internal_weight=0 0.00775972 0.00641235 0.00511982 0.00407406 0.00270908
internal_count=3121 2952 2655 1922 1147 844
is_linear=0
shrinkage=0.00196078


Tree=6864
num_leaves=7
num_cat=0
split_feature=13 4 52 15 47 2
split_gain=3.24597e-05 3.66885e-05 4.61677e-05 4.15334e-05 5.51046e-05 3.10365e-05
threshold=-0.23438999999999996 0.0061450000000000003 -0.0064899999999999992 -0.016799999999999995 0.092530000000000015 0.091185000000000002
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 -3 -4
right_child=1 3 5 -5 -6 -7
leaf_value=0.00030376436379014237 -0.00043313136293555564 0.00019741678123648762 0.00023165938544519058 0.00040542300058832905 -0.00031578229635721001 -0.00023998892687496099
leaf_weight=0.0011034870571994945 0.0017150720189677855 0.0017339105910023727 0.0010845646296447156 0.0010671839347706708 0.0015005544873851683 0.0010613216565585968
leaf_count=169 903 519 932 105 170 323
internal_value=0 -5.45404e-05 -0.000193296 7e-05 -4.06699e-05 -1.61046e-06
internal_weight=0 0.00816261 0.00386096 0.00430165 0.00323447 0.00214589
internal_count=3121 2952 2158 794 689 1255
is_linear=0
shrinkage=0.00196078


Tree=6865
num_leaves=7
num_cat=0
split_feature=50 4 151 4 16 3
split_gain=1.38975e-05 2.57378e-05 3.08895e-05 3.64628e-05 4.23707e-05 2.11599e-05
threshold=0.079410000000000008 0.27834500000000006 -0.024429999999999997 -0.0029599999999999995 -0.092484999999999984 -0.034684999999999994
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=0.014852283992860319 -0.010510105693742106 0.015512927250019624 -0.0040036989928058115 -0.027603018717403279 -0.0012414898585450796 0.014737418418389726
leaf_weight=0.0010143885419388208 0.0010968957086384835 0.0011172303145196788 0.0013494263348542953 0.0010910026180932942 0.0013821122242800537 0.0010883414618940291
leaf_count=360 609 315 1146 245 303 143
internal_value=0 0.00159081 -0.00103425 -0.00431576 -0.0128708 0.00436327
internal_weight=0 0.0070425 0.00592527 0.00491088 0.00247311 0.00243777
internal_count=3121 2512 2197 1837 548 1289
is_linear=0
shrinkage=0.1


Tree=6866
num_leaves=6
num_cat=0
split_feature=1 3 4 133 1
split_gain=1.36176e-05 2.73652e-05 2.15733e-05 2.91886e-05 5.95706e-05
threshold=0.10781 0.11296500000000002 -0.0016099999999999997 1.0000000180025095e-35 0.07863500000000001
decision_type=2 2 2 2 2
left_child=2 -2 3 4 -1
right_child=1 -3 -4 -5 -6
leaf_value=0.024850895017366689 0.013480665883751634 -0.0062812055829492147 -0.011363103751043671 -0.011161466507389493 -0.008602553219532301
leaf_weight=0.0011075485116786789 0.0017245226126676538 0.0011803035509985206 0.0019655169334139065 0.0011204763372740342 0.0010248279634723903
leaf_count=620 392 192 650 784 483
internal_value=0 0.00545092 -0.0030916 0.00190641 0.00877304
internal_weight=0 0.00290483 0.00521837 0.00325285 0.00213238
internal_count=3121 584 2537 1887 1103
is_linear=0
shrinkage=0.1


Tree=6867
num_leaves=8
num_cat=0
split_feature=11 2 12 3 1 2 0
split_gain=3.76349e-05 3.94215e-05 6.21528e-05 6.0424e-05 0.000117701 2.63384e-05 1.64414e-05
threshold=0.078065000000000009 0.089885000000000007 0.090455000000000021 0.12178000000000001 0.10234000000000001 0.097385000000000013 -0.087319999999999995
decision_type=2 2 2 2 2 2 2
left_child=1 2 6 4 5 -3 -1
right_child=-2 3 -4 -5 -6 -7 -8
leaf_value=-0.00051435283069577609 -0.00035513305781677273 0.00026095195826138511 0.00022356626732143397 -0.00014828591786299308 0.00086735486663026872 -0.00015793930666329795 -0.00015901483485333449
leaf_weight=0.0010020019020630178 0.0010148404937503379 0.0012285456176135217 0.0012273101630617973 0.0016869908250228879 0.0010061240375773273 0.0010883207827381909 0.0010005070162155657
leaf_count=468 211 415 422 182 228 458 737
internal_value=0 4.50399e-05 -0.000123875 0.000153935 0.000307365 6.41827e-05 -0.000336816
internal_weight=0 0.0082398 0.00322982 0.00500998 0.00332299 0.00231687 0.00200251
internal_count=3121 2910 1627 1283 1101 873 1205
is_linear=0
shrinkage=0.00196078


Tree=6868
num_leaves=7
num_cat=0
split_feature=2 0 3 0 16 4
split_gain=2.97713e-05 3.55922e-05 4.88426e-05 3.32974e-05 7.54208e-05 5.51735e-05
threshold=0.099185000000000009 -0.071924999999999989 0.12178000000000001 -0.060129999999999996 -0.078844999999999985 0.0082450000000000006
decision_type=2 2 2 2 2 2
left_child=3 2 -2 4 5 -1
right_child=1 -3 -4 -5 -6 -7
leaf_value=0.00034085800657845093 0.00053043605213013421 -0.00010441154764954273 -3.2676771297714855e-05 0.00011685103954606316 -0.00056133427271911967 -0.00028793174753448023
leaf_weight=0.0010598470886068227 0.0013116796385102478 0.0015613612720004888 0.0010796350000579005 0.0018274596581970377 0.0014087801630178632 0.001086532827767157
leaf_count=691 327 466 126 247 1053 211
internal_value=0 0.000125854 0.000276201 -9.82507e-05 -0.000208819 2.25543e-05
internal_weight=0 0.00395268 0.00239131 0.00538262 0.00355516 0.00214638
internal_count=3121 919 453 2202 1955 902
is_linear=0
shrinkage=0.00196078


Tree=6869
num_leaves=7
num_cat=0
split_feature=11 1 4 2 3 1
split_gain=2.84847e-05 3.8043e-05 7.32301e-05 4.97308e-05 4.8973e-05 2.09586e-05
threshold=1.0000000180025095e-35 0.094385000000000011 -0.0016099999999999997 0.097220000000000015 0.083060000000000009 0.11507500000000002
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=-0.00013020602805502963 -0.00031621555299910501 0.00043589708941170051 -0.00051637766776293733 0.00040222137277518759 0.00016613520852082803 -0.00022143413193155382
leaf_weight=0.0018231509403474624 0.0010253081971819625 0.001583716577948484 0.0011597830299911308 0.001070504690175796 0.0011263075730570463 0.0010242964440748134
leaf_count=1346 244 520 501 221 129 160
internal_value=0 3.14534e-05 -0.000100086 6.67649e-05 0.000174233 -1.84575e-05
internal_weight=0 0.00778776 0.00405344 0.00289366 0.00373432 0.0021506
internal_count=3121 2877 2068 1567 809 289
is_linear=0
shrinkage=0.00196078


Tree=6870
num_leaves=6
num_cat=0
split_feature=11 2 43 52 52
split_gain=3.26476e-05 3.24709e-05 4.70557e-05 4.69384e-05 3.56883e-05
threshold=0.076920000000000002 0.089885000000000007 -0.074359999999999996 -0.013374999999999998 0.092650000000000024
decision_type=2 2 2 2 2
left_child=1 2 -1 -3 -5
right_child=-2 3 -4 4 -6
leaf_value=0.00010382123080869503 -0.0003416072260891311 0.00040135023268819887 -0.00038047512357925129 -0.00019881981256036422 0.00022488644918285306
leaf_weight=0.0016405547103266541 0.0010142004991494724 0.0016496387812255436 0.0014558496753716054 0.0016998692885707041 0.0013886362830410868
leaf_count=689 226 497 928 393 388
internal_value=0 3.22687e-05 -0.000123882 0.000134314 -8.31542e-06
internal_weight=0 0.00783455 0.0030964 0.00473814 0.00308851
internal_count=3121 2895 1617 1278 781
is_linear=0
shrinkage=0.00196078


Tree=6871
num_leaves=8
num_cat=0
split_feature=50 15 42 13 52 2 4
split_gain=3.41364e-05 2.82364e-05 4.64198e-05 3.6575e-05 3.44027e-05 7.94622e-05 4.98222e-05
threshold=0.088425000000000017 -0.15914499999999995 0.091735000000000025 0.086705000000000018 -0.087769999999999987 0.10559 -1.0000000180025095e-35
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=0.00034118703133804014 -0.00033241957151747227 -0.00033370091112743758 -0.00038551334183243479 0.00037180772819250894 0.00046777935968493844 -0.00038475526134981822 -5.9261636867360431e-05
leaf_weight=0.0010355019551196052 0.0010792865273435712 0.0010230562346384103 0.0010524488213177986 0.0011714463211681932 0.0016170049988005598 0.0010691917116467183 0.0012023542888802946
leaf_count=314 560 371 446 205 797 176 252
internal_value=0 3.86116e-05 -5.29803e-06 6.04843e-05 -1.37682e-05 7.04044e-05 0.000243016
internal_weight=0 0.008171 0.0071355 0.00608305 0.00491161 0.00388855 0.00281936
internal_count=3121 2561 2247 1801 1596 1225 1049
is_linear=0
shrinkage=0.00196078


Tree=6872
num_leaves=8
num_cat=0
split_feature=50 15 42 49 457 0 52
split_gain=2.65907e-05 4.26537e-05 5.10431e-05 3.3602e-05 5.44009e-05 3.58414e-05 4.5339e-05
threshold=0.088425000000000017 -0.15914499999999995 0.091735000000000025 -0.006494999999999999 0.084740000000000024 -0.10096999999999999 0.091275000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5 -7
right_child=-2 2 -4 5 -6 6 -8
leaf_value=0.00039984925402464721 -0.00030354301672695042 -0.00045767882398106859 -0.00042397732311842977 0.00040000602516919659 0.00017269761527025372 -0.00020865096251074553 0.00033061761911544284
leaf_weight=0.0010286226162495781 0.0010595042751592983 0.001102955503203219 0.0010610382218752719 0.001410837679026155 0.0010067863601635697 0.0014861041602680519 0.0010046057554477553
leaf_count=314 560 291 446 206 141 933 230
internal_value=0 2.67765e-05 -2.74845e-05 4.24996e-05 -0.000156858 0.000150301 8.85824e-06
internal_weight=0 0.00810095 0.00707233 0.00601129 0.00210974 0.00390155 0.00249071
internal_count=3121 2561 2247 1801 432 1369 1163
is_linear=0
shrinkage=0.00196078


Tree=6873
num_leaves=7
num_cat=0
split_feature=11 2 52 43 1 2
split_gain=3.44738e-05 3.56954e-05 4.92346e-05 4.19087e-05 3.78932e-05 6.21229e-05
threshold=0.076920000000000002 0.089885000000000007 -0.046924999999999988 -0.074359999999999996 0.10937500000000001 0.10327000000000001
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=8.8327766776282249e-05 -0.00034411975756052287 0.00042931469033009872 0.00019362394488201367 -0.00036642876385478343 0.00031905121899212098 -0.00046291217124310043
leaf_weight=0.0016599852004531598 0.0010258453264844038 0.0015670279187435699 0.0010971380388003018 0.0014682569484995175 0.0010178361753062429 0.0011195181283920619
leaf_count=689 226 459 398 928 174 247
internal_value=0 3.78693e-05 0.000144055 -0.000125115 5.85424e-06 -0.000137958
internal_weight=0 0.00792976 0.00480152 0.00312824 0.00323449 0.00221666
internal_count=3121 2895 1278 1617 819 645
is_linear=0
shrinkage=0.00196078


Tree=6874
num_leaves=7
num_cat=0
split_feature=11 13 15 13 16 3
split_gain=4.36549e-05 4.31244e-05 3.69428e-05 6.19456e-05 6.9434e-05 7.4866e-05
threshold=0.078065000000000009 -0.094514999999999988 -0.10324499999999999 -0.033284999999999988 -0.094359999999999986 -0.016324999999999996
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=0.00030004201488147429 -0.00038015843995384496 0.00027491895343587672 -0.00050736400641400729 -0.00039567615270588583 0.00057912287252679902 -6.7741005131528084e-05
leaf_weight=0.0019366021012233378 0.0010534357334315023 0.0012166592425041376 0.0011467525874046544 0.0011770891528182391 0.0010794518960096817 0.0018963601285279996
leaf_count=332 211 362 1150 159 675 232
internal_value=0 4.31391e-05 -3.32106e-05 -0.000103949 7.44728e-06 0.000166904
internal_weight=0 0.00845292 0.00651631 0.00529965 0.0041529 0.00297581
internal_count=3121 2910 2578 2216 1066 907
is_linear=0
shrinkage=0.00196078


Tree=6875
num_leaves=7
num_cat=0
split_feature=13 51 48 1 49 13
split_gain=1.75798e-05 2.05577e-05 3.63666e-05 7.18919e-05 4.81289e-05 4.01936e-05
threshold=-0.23438999999999996 0.08955500000000001 0.092065000000000022 0.111945 -1.0000000180025095e-35 -0.0034749999999999994
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=0.012289753975130109 0.014906883577456415 -0.014342930862832257 -0.0166068687512641 0.024460757348175308 0.0041531413212132469 -0.020396013052963596
leaf_weight=0.0010101361659724381 0.0010828312270395688 0.0011058063062232715 0.0010361905961906127 0.001279101215663876 0.001156365575070966 0.0015757496792738667
leaf_count=169 393 363 234 252 1199 511
internal_value=0 -0.00179317 0.000470631 0.0039444 -0.00293446 -0.0100056
internal_weight=0 0.00723604 0.00613024 0.00509405 0.00381495 0.00273212
internal_count=3121 2952 2589 2355 2103 1710
is_linear=0
shrinkage=0.1


Tree=6876
num_leaves=7
num_cat=0
split_feature=13 12 52 16 151 2
split_gain=1.42647e-05 1.95381e-05 6.4754e-05 4.77187e-05 5.40431e-05 7.82776e-05
threshold=-0.23438999999999996 0.09334000000000002 0.10024500000000001 0.064860000000000015 -0.0083949999999999979 0.088850000000000012
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=0.01107757462881153 -0.017766978731549355 -0.01157685984264868 0.023525503807661025 -0.022343788786211908 -0.011229030281960069 0.024531083898383207
leaf_weight=0.0010086864497777393 0.0010207755113267013 0.0015475801739906671 0.0010492915542108404 0.0010844342403708573 0.0010550677609384447 0.0014580466782175077
leaf_count=169 348 802 359 307 815 321
internal_value=0 -0.00161844 0.00110077 -0.00399417 0.00163672 0.0095181
internal_weight=0 0.0072152 0.00566762 0.00461832 0.00353389 0.00251311
internal_count=3121 2952 2150 1791 1484 1136
is_linear=0
shrinkage=0.1


Tree=6877
num_leaves=7
num_cat=0
split_feature=52 52 12 4 1 0
split_gain=1.49573e-05 2.49837e-05 3.55059e-05 5.88301e-05 4.10133e-05 5.71504e-05
threshold=0.11434500000000002 0.070205000000000017 0.097825000000000009 -0.04890499999999999 0.11181500000000001 -0.17169499999999996
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=-0.023242096396544287 -0.010794226136145196 0.015888143140432638 0.014893077416392987 0.025866916950531352 -0.013199815112950467 -0.004977721889107431
leaf_weight=0.0012539794877291822 0.0011196425463636346 0.0010489435623802805 0.0011594725637411839 0.0011258915797086166 0.0012017058183234931 0.0012877795444448635
leaf_count=558 501 562 334 99 280 787
internal_value=0 0.00164453 -0.000833687 -0.00457848 0.00189492 0.0094102
internal_weight=0 0.00707777 0.00602883 0.00486936 0.00361538 0.00241367
internal_count=3121 2620 2058 1724 1166 886
is_linear=0
shrinkage=0.1


Tree=6878
num_leaves=8
num_cat=0
split_feature=11 13 0 0 4 1 4
split_gain=4.22579e-05 3.36709e-05 3.39357e-05 5.38124e-05 5.29337e-05 9.92095e-05 2.55691e-05
threshold=0.078065000000000009 -0.091054999999999983 -0.019414999999999998 -0.082974999999999979 0.25615500000000008 0.094465000000000007 -0.064804999999999988
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=4.3473975660769463e-05 -0.00038002883754843623 -0.00019876870635521129 0.00026747602495847571 -0.00040896400036784524 -0.00033762452711579417 0.00061147673931872387 0.00048257691767547296
leaf_weight=0.0010276137982870226 0.001020060243086522 0.0011820714540124915 0.0011846655687308928 0.0015164068091384555 0.0010128282822952518 0.0011426163936859492 0.0010119037466982525
leaf_count=148 211 897 223 1103 141 127 271
internal_value=0 4.351e-05 -3.00596e-05 -0.000102677 3.64849e-05 0.000199478 0.000261334
internal_weight=0 0.00807811 0.00603859 0.00485392 0.00333752 0.00232469 0.00203952
internal_count=3121 2910 2491 2268 1165 1024 419
is_linear=0
shrinkage=0.00196078


Tree=6879
num_leaves=6
num_cat=0
split_feature=1 0 150 16 16
split_gain=1.25547e-05 2.97282e-05 2.70613e-05 4.32907e-05 3.73243e-05
threshold=0.077565000000000009 0.062580000000000011 0.081835000000000019 -0.27167499999999994 -0.056919999999999991
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=-0.017347936427074835 -0.018387432406749723 0.0050052232551159774 0.014778073365410496 0.016618604197629575 -0.0047680854502660649
leaf_weight=0.0011897145558550383 0.0011143951196771829 0.0011901438838020913 0.0013636039723644178 0.0014259009076039418 0.0019078870372173293
leaf_count=1565 218 71 301 382 584
internal_value=0 -0.00616934 0.00245365 -0.00132444 0.00437926
internal_weight=0 0.00237986 0.00581179 0.00444818 0.00333379
internal_count=3121 1636 1485 1184 966
is_linear=0
shrinkage=0.1


Tree=6880
num_leaves=7
num_cat=0
split_feature=50 484 1 457 4 2
split_gain=3.07578e-05 4.27395e-05 3.33192e-05 6.88425e-05 4.84733e-05 8.3561e-05
threshold=0.088425000000000017 0.073690000000000019 0.12500000000000003 0.080930000000000016 -0.083854999999999985 0.09142500000000002
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=7.9540880958288497e-05 -0.00032124897410922573 0.00039706666525592463 0.00030377936979520694 0.00037971990492642247 -0.00069054383898277351 -3.5193522108377101e-05
leaf_weight=0.00178045488450257 0.0010467859760482168 0.0010895914464795426 0.0010326598202180584 0.0010377311217642498 0.001352947346319722 0.001673007385114645
leaf_count=491 560 342 192 186 708 642
internal_value=0 3.62597e-05 -2.09082e-05 -7.82805e-05 -0.000177165 -0.00032821
internal_weight=0 0.00796639 0.0068768 0.00584414 0.00480641 0.00302595
internal_count=3121 2561 2219 2027 1841 1350
is_linear=0
shrinkage=0.00196078


Tree=6881
num_leaves=6
num_cat=0
split_feature=11 2 3 52 1
split_gain=2.53612e-05 2.83208e-05 4.28046e-05 4.2363e-05 3.70858e-05
threshold=1.0000000180025095e-35 0.089885000000000007 -0.078934999999999991 -0.013374999999999998 0.10587000000000001
decision_type=2 2 2 2 2
left_child=1 2 -1 -3 -5
right_child=-2 3 -4 4 -6
leaf_value=-0.00042850470483397354 -0.00030108712598981451 0.00038123574070814727 5.5990979851506253e-05 -0.00018253312754987092 0.00026414204747559527
leaf_weight=0.001098180629157425 0.0010198853114651565 0.0016111838659674865 0.0019388667069269829 0.0018748151185992619 0.0011548244983916728
leaf_count=1093 244 496 511 592 185
internal_value=0 2.80086e-05 -0.0001192 0.000124345 -1.22715e-05
internal_weight=0 0.00767787 0.00303705 0.00464082 0.00302964
internal_count=3121 2877 1604 1273 777
is_linear=0
shrinkage=0.00196078


Tree=6882
num_leaves=6
num_cat=0
split_feature=16 52 0 1 4
split_gain=1.42643e-05 2.83119e-05 3.84794e-05 4.90242e-05 4.40407e-05
threshold=-0.5048999999999999 0.11434500000000002 -0.077999999999999986 0.094090000000000021 -0.35136499999999998
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -4
right_child=1 -3 4 -5 -6
leaf_value=0.0098631865802491642 -0.018148347169717631 -0.01736781518691053 -0.0058039790464673091 0.0067401319485988504 0.019809302718939679
leaf_weight=0.0012312415165742704 0.0017211593411710431 0.0010018642730779031 0.0011315259317339166 0.0014651405249641539 0.0016505493198311584
leaf_count=222 1325 464 202 250 658
internal_value=0 -0.00181232 0.000798864 -0.006704 0.00939187
internal_weight=0 0.00697024 0.00596838 0.0031863 0.00278208
internal_count=3121 2899 2435 1575 860
is_linear=0
shrinkage=0.1


Tree=6883
num_leaves=6
num_cat=0
split_feature=11 2 52 1 3
split_gain=2.52721e-05 3.47951e-05 5.43508e-05 4.27841e-05 3.86538e-05
threshold=0.076920000000000002 0.089885000000000007 -0.013374999999999998 0.10587000000000001 -0.078934999999999991
decision_type=2 2 2 2 2
left_child=1 4 -3 -4 -1
right_child=-2 2 3 -5 -6
leaf_value=-0.00041537674517857294 -0.0002962660215852967 0.000422353838793208 -0.00019633926929645411 0.00027525447163824403 3.6908013797443195e-05
leaf_weight=0.001146253906016238 0.0010164669776974991 0.0016722650936199799 0.0019291510858907026 0.0011994856511466007 0.001983812256029564
leaf_count=1106 226 497 596 185 511
internal_value=0 3.2124e-05 0.000136992 -1.55353e-05 -0.000128722
internal_weight=0 0.00793097 0.0048009 0.00312864 0.00313007
internal_count=3121 2895 1278 781 1617
is_linear=0
shrinkage=0.00196078


Tree=6884
num_leaves=6
num_cat=0
split_feature=42 160 151 12 16
split_gain=1.42152e-05 2.64538e-05 3.75704e-05 5.76276e-05 6.23475e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 0.095330000000000012 -0.071854999999999988
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0095608724661051438 -0.0093888691294253829 -0.011374876640885982 0.030280394865451112 -0.0098894985162664983 0.0016631054415777306
leaf_weight=0.0013205195707181846 0.0016238421161155463 0.0010836354804092032 0.0015974065663201704 0.0011188147118847171 0.0014545269516575239
leaf_count=862 828 300 475 289 367
internal_value=0 0.00176679 0.00521439 0.00952458 0.0166416
internal_weight=0 0.00687823 0.00525438 0.00417075 0.00305193
internal_count=3121 2259 1431 1131 842
is_linear=0
shrinkage=0.1


Tree=6885
num_leaves=7
num_cat=0
split_feature=484 1 12 2 151 4
split_gain=1.53241e-05 2.20022e-05 5.24591e-05 4.77781e-05 4.00219e-05 2.87372e-05
threshold=0.073690000000000019 0.12873500000000002 0.098810000000000023 1.0000000180025095e-35 -0.0083949999999999979 0.0045450000000000013
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=-0.01888013025483111 0.011062996547333389 0.011289450012766933 -0.023448986571935448 -0.010826958117219473 0.0033439595325897285 0.024038722729107655
leaf_weight=0.0010165442695028361 0.0010774462458936207 0.0010966637749528609 0.0011374644209154548 0.001080963120990759 0.0016306600288790555 0.001140173454181257
leaf_count=509 394 211 392 300 1002 313
internal_value=0 -0.00173553 -0.00411389 0.000403658 0.00549293 0.0118597
internal_weight=0 0.00710247 0.00600581 0.00486834 0.0038518 0.00277083
internal_count=3121 2727 2516 2124 1615 1315
is_linear=0
shrinkage=0.1


Tree=6886
num_leaves=7
num_cat=0
split_feature=13 51 48 42 4 2
split_gain=1.32319e-05 2.44446e-05 2.89554e-05 6.17235e-05 4.56723e-05 3.15515e-05
threshold=-0.23438999999999996 0.08955500000000001 0.092065000000000022 0.086325000000000013 0.08184000000000001 0.089885000000000007
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=0.010712342589012082 0.0084379367340272279 -0.015369369808718445 -0.014510714163421959 -0.014015804830725748 -0.0064355879940013088 0.030735836379902848
leaf_weight=0.0010028952569649252 0.0014806317997563142 0.0010861344608660284 0.0010132043182292851 0.0013809371062543031 0.001085940376896665 0.0011105709899056006
leaf_count=169 841 363 234 910 233 371
internal_value=0 -0.00155242 0.00091939 0.00401026 0.0107799 0.0179947
internal_weight=0 0.00715742 0.00607128 0.00505808 0.00367714 0.0025912
internal_count=3121 2952 2589 2355 1445 1212
is_linear=0
shrinkage=0.1


Tree=6887
num_leaves=6
num_cat=0
split_feature=4 151 0 47 13
split_gain=1.535e-05 2.25768e-05 6.55165e-05 5.12588e-05 4.63953e-05
threshold=0.24564500000000003 -0.0071249999999999985 -0.10224499999999999 0.085270000000000026 -0.076384999999999995
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.0098816155859284306 0.0078075999054734793 -0.02499251925119057 0.0078752833541071762 0.01931671179836425 -0.018645167068465321
leaf_weight=0.0012002331882076346 0.001908505751578111 0.0012727025903077802 0.0012347638070504599 0.00110832449294255 0.0014162536264992148
leaf_count=463 426 262 650 241 1079
internal_value=0 -0.00244225 -0.00538172 0.0012574 -0.00629274
internal_weight=0 0.00623228 0.00503204 0.00375934 0.00265102
internal_count=3121 2695 2232 1970 1729
is_linear=0
shrinkage=0.1


Tree=6888
num_leaves=7
num_cat=0
split_feature=4 40 47 3 43 16
split_gain=2.11635e-05 2.91053e-05 6.27296e-05 4.89613e-05 5.17811e-05 4.27626e-05
threshold=0.27834500000000006 -0.061244999999999994 0.092165000000000011 0.090900000000000009 -0.084004999999999982 -0.091354999999999978
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=-0.00035101082918328639 0.0002208222672787611 6.8538632788977305e-05 0.00038656671470382908 0.00020279652709708968 -0.00012513770790071417 -0.00068799178718482925
leaf_weight=0.0010033900232777121 0.0014195458036015953 0.0014249341632494054 0.0013322360056603191 0.0015120731833897123 0.0010017116931083112 0.0010768371429201327
leaf_count=201 340 536 271 184 325 1264
internal_value=0 -4.06878e-05 8.36469e-06 -9.20936e-05 -0.000219366 -0.000416736
internal_weight=0 0.00735118 0.00634779 0.00501556 0.00350348 0.00207855
internal_count=3121 2781 2580 2309 2125 1589
is_linear=0
shrinkage=0.00196078


Tree=6889
num_leaves=6
num_cat=0
split_feature=457 1 1 3 0
split_gain=1.27539e-05 3.03449e-05 3.20274e-05 2.70572e-05 2.70174e-05
threshold=0.069910000000000014 0.11588000000000001 0.096125000000000016 -0.088084999999999983 -0.083914999999999976
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.011223368790419727 0.009450894954602676 0.0098424299795915726 -0.016960951337146261 0.003220696077251044 -0.018873538002828771
leaf_weight=0.001319405774072403 0.0012071754195871745 0.0017168106571006066 0.0016583906430347878 0.0012153447714864172 0.0010162555907519556
leaf_count=532 267 382 396 800 744
internal_value=0 -0.00168753 -0.00548735 -0.000128951 -0.00684087
internal_weight=0 0.00692621 0.0052094 0.00355101 0.0022316
internal_count=3121 2854 2472 2076 1544
is_linear=0
shrinkage=0.1


Tree=6890
num_leaves=6
num_cat=0
split_feature=4 52 16 2 16
split_gain=1.44063e-05 1.94409e-05 2.91704e-05 3.52937e-05 3.20033e-05
threshold=0.24564500000000003 -0.12005499999999998 0.0047850000000000011 0.092875000000000013 -0.088159999999999988
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.014833632627929026 0.0075763321257524057 0.015144552095666808 0.010298813933487675 -0.019328561220480295 -0.0092135754017286537
leaf_weight=0.0010408144430847661 0.0019051027826568348 0.0010126542790931871 0.0018291952457621008 0.0011791735653326045 0.0011541697937866309
leaf_count=512 426 420 332 455 976
internal_value=0 -0.00236327 0.000144725 -0.00540633 0.00217007
internal_weight=0 0.00621601 0.00517519 0.003346 0.00216682
internal_count=3121 2695 2183 1851 1396
is_linear=0
shrinkage=0.1


Tree=6891
num_leaves=6
num_cat=0
split_feature=484 42 43 16 15
split_gain=1.2036e-05 2.09837e-05 3.80231e-05 4.15949e-05 3.76774e-05
threshold=0.073690000000000019 -1.0000000180025095e-35 -0.074359999999999996 0.064860000000000015 -0.095869999999999983
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.01351600052072122 0.0098485623768184913 0.014478859036812688 -0.010788968647813695 -0.021639464987187773 0.010845742609749924
leaf_weight=0.001209847844324481 0.0010707605985429362 0.0015325564459511857 0.001407921314863619 0.0010080071514071663 0.0018796366919684535
leaf_count=806 394 734 226 234 727
internal_value=0 -0.0015316 0.000956221 -0.00386834 0.00158052
internal_weight=0 0.00703797 0.00582812 0.00429557 0.00328756
internal_count=3121 2727 1921 1187 953
is_linear=0
shrinkage=0.1


Tree=6892
num_leaves=5
num_cat=0
split_feature=4 16 2 13
split_gain=1.21429e-05 2.01321e-05 5.89742e-05 6.44473e-05
threshold=0.24564500000000003 -0.079109999999999986 0.10644500000000001 -0.033284999999999988
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=-0.010612547707909842 0.0069618521149151583 -0.023283338551559469 0.020525078723770573 0.0062938619931949165
leaf_weight=0.0019407057151228603 0.0019021625705434239 0.0012378806306466295 0.0011941070935321731 0.0018195950613910576
leaf_count=956 426 845 354 540
internal_value=0 -0.00217309 0.00167924 -0.00568106
internal_weight=0 0.00619229 0.00425158 0.00305748
internal_count=3121 2695 1739 1385
is_linear=0
shrinkage=0.1


Tree=6893
num_leaves=8
num_cat=0
split_feature=4 42 49 15 15 12 13
split_gain=2.61469e-05 5.17888e-05 6.47285e-05 4.55836e-05 3.94644e-05 7.01619e-05 0.000115958
threshold=0.27834500000000006 0.091545000000000015 -0.0060549999999999988 -0.065449999999999994 -0.037864999999999989 0.051320000000000005 -0.095304999999999987
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=1.2511688328344808e-05 0.00022372715655815452 -0.0004731088046803205 -0.00015222157096037579 -0.0005675027743227111 0.00061986123175729259 0.00048469945279299678 -0.00042039656002624404
leaf_weight=0.001020707895263249 0.0015308759145802918 0.0010004558698464413 0.00135353356419475 0.0010639652783749559 0.0012212203466328178 0.0010896620592392007 0.0010872016345364675
leaf_count=193 340 579 610 285 156 82 876
internal_value=0 -5.64398e-05 4.53761e-06 -0.000283513 0.000130914 0.000243693 3.26629e-05
internal_weight=0 0.00783675 0.00683629 0.00208467 0.00475162 0.00339808 0.00217686
internal_count=3121 2781 2202 478 1724 1114 958
is_linear=0
shrinkage=0.00196078


Tree=6894
num_leaves=6
num_cat=0
split_feature=0 4 43 16 0
split_gain=1.12556e-05 2.53886e-05 4.38584e-05 4.71594e-05 2.18016e-05
threshold=-1.0000000180025095e-35 -0.059649999999999988 -0.079329999999999984 -0.008904999999999998 -0.20211999999999997
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.014638933189897738 0.0071644971081582702 -0.014481725370134792 -0.010396579238677357 0.023855181609465422 0.0077256470816365391
leaf_weight=0.0012668615189221442 0.0017131007176535889 0.0013264047149433417 0.0012250526764612947 0.0011213854687827898 0.0014490931971330187
leaf_count=1054 325 747 123 336 536
internal_value=0 -0.00196351 0.00117164 0.00664194 -0.000576324
internal_weight=0 0.0063888 0.00512194 0.00379553 0.00267415
internal_count=3121 2796 1742 995 659
is_linear=0
shrinkage=0.1


Tree=6895
num_leaves=8
num_cat=0
split_feature=11 13 13 3 16 3 12
split_gain=2.7067e-05 3.33165e-05 4.19203e-05 6.57387e-05 5.2455e-05 6.40736e-05 1.70745e-05
threshold=0.078065000000000009 -0.091054999999999983 -0.036034999999999991 0.10893000000000001 -0.079109999999999986 -0.015584999999999998 0.088305000000000008
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=6.1868770116593514e-05 -0.00031483505167358047 -0.00040211205842453451 -0.00011061653177996308 -0.00033975346838420104 0.00072022570959874089 3.9440800904004834e-05 0.00041992974612704002
leaf_weight=0.0010137451390472649 0.001004007643714608 0.0010532373765424069 0.0015456608516815854 0.0013632382595500647 0.0010153793333544186 0.0011153928410380476 0.0010345768131060388
leaf_count=309 211 1195 567 106 422 201 110
internal_value=0 2.63846e-05 -4.63433e-05 2.80085e-05 0.000164376 0.000363856 0.00024272
internal_weight=0 0.00814123 0.00609291 0.00503967 0.00367643 0.00213077 0.00204832
internal_count=3121 2910 2491 1296 1190 623 419
is_linear=0
shrinkage=0.00196078


Tree=6896
num_leaves=7
num_cat=0
split_feature=11 2 3 0 12 3
split_gain=3.01817e-05 3.68461e-05 8.84695e-05 3.47067e-05 7.85469e-05 6.73993e-05
threshold=0.078065000000000009 0.099185000000000009 0.12178000000000001 -0.053834999999999994 0.090455000000000021 -1.0000000180025095e-35
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=-0.00053462431260337096 -0.00032340761134985811 0.00047941982194019421 -0.00015480620057296796 -0.00035391129432397789 0.00044902676417973403 0.00012518455145655024
leaf_weight=0.0011001570939348719 0.0010227961027130241 0.0018512889638749959 0.0015565955961848437 0.0012763173429533106 0.0011321643125613845 0.001296875021962258
leaf_count=1138 211 628 174 199 624 147
internal_value=0 3.37766e-05 0.000189729 -7.68186e-05 2.33906e-05 -0.000177646
internal_weight=0 0.0082134 0.00340788 0.00480551 0.0035292 0.00239703
internal_count=3121 2910 802 2108 1909 1285
is_linear=0
shrinkage=0.00196078


Tree=6897
num_leaves=6
num_cat=0
split_feature=43 3 4 47 3
split_gain=1.17663e-05 4.63162e-05 1.98537e-05 4.17801e-05 3.85952e-05
threshold=-0.04890499999999999 -0.077774999999999983 -0.059649999999999988 0.077555000000000013 0.090900000000000009
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.0053518131539615661 -0.012080025443192727 0.020160554032797776 -0.0052869770459068885 -0.015109919824554802 0.019832023023126113
leaf_weight=0.0017547370599880596 0.0016231878209821628 0.0011970145718474808 0.0011182733489929512 0.0010825106648805045 0.001350271784979349
leaf_count=960 890 495 408 175 193
internal_value=0 0.00499414 -0.002918 0.00126996 0.00845289
internal_weight=0 0.00295175 0.00517424 0.00355106 0.00246855
internal_count=3121 1455 1666 776 601
is_linear=0
shrinkage=0.1


Tree=6898
num_leaves=6
num_cat=0
split_feature=42 49 15 12 16
split_gain=1.18099e-05 2.35583e-05 3.31698e-05 5.37538e-05 2.64021e-05
threshold=0.091735000000000025 -0.00064499999999999985 -0.037864999999999989 0.051320000000000005 -0.076669999999999988
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -3
right_child=-2 2 3 -5 -6
leaf_value=-0.0076524319496778003 -0.0093151822726797798 0.0068260488907495136 0.03018475339870378 0.0019304028111091238 -0.016089226626803215
leaf_weight=0.0019915457415227841 0.0011738175584259259 0.0010027924319006693 0.0010467100099216928 0.0018877003187567061 0.001008389167221638
leaf_count=571 667 351 160 953 419
internal_value=0 0.00153081 0.00522882 0.0120088 -0.00466347
internal_weight=0 0.00693714 0.00494559 0.00293441 0.00201118
internal_count=3121 2454 1883 1113 770
is_linear=0
shrinkage=0.1


Tree=6899
num_leaves=7
num_cat=0
split_feature=13 3 1 151 0 15
split_gain=2.77782e-05 2.91619e-05 5.66052e-05 5.14766e-05 8.41316e-05 3.17751e-05
threshold=-0.23438999999999996 0.10893000000000001 0.11588000000000001 -0.024429999999999997 -0.10224499999999999 0.040760000000000005
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=0.00028765675055398215 0.0002990697513878416 -0.00030527959099577195 0.00038918787342187957 -0.00058180587632168798 -0.00013690685968629663 0.0002909974693330423
leaf_weight=0.0011142362312846201 0.0011160715707688095 0.0013521516946488187 0.0012359279410820538 0.0013363326190011116 0.0019258519892771087 0.0010208680089444501
leaf_count=169 412 111 257 298 855 1019
internal_value=0 -4.28274e-05 1.06575e-05 -7.59929e-05 -0.000173726 1.13372e-05
internal_weight=0 0.0079872 0.00663505 0.00539912 0.00428305 0.00294672
internal_count=3121 2952 2841 2584 2172 1874
is_linear=0
shrinkage=0.00196078


Tree=6900
num_leaves=6
num_cat=0
split_feature=11 13 3 1 4
split_gain=2.64446e-05 3.28704e-05 3.79302e-05 7.6841e-05 7.11968e-05
threshold=1.0000000180025095e-35 -0.091054999999999983 0.10893000000000001 0.095285000000000022 -0.083854999999999985
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.00026005376923215302 -0.00029972472797725922 0.00017417078265622384 -0.0003307243390991464 0.00034792292203361734 -0.00047581734344939231
leaf_weight=0.0019039363979999361 0.0010183660374079974 0.0012217802598242901 0.0013080719970966215 0.001903530949335337 0.0013793745264928524
leaf_count=396 244 396 109 502 1474
internal_value=0 3.64489e-05 -3.67917e-05 4.85606e-05 -0.000170513
internal_weight=0 0.00771669 0.00581276 0.00450469 0.00260115
internal_count=3121 2877 2481 2372 1870
is_linear=0
shrinkage=0.00196078


Tree=6901
num_leaves=6
num_cat=0
split_feature=49 0 16 16 0
split_gain=1.27961e-05 1.87536e-05 5.3718e-05 3.15831e-05 1.90656e-05
threshold=-0.047584999999999995 -0.10836499999999999 -0.056919999999999991 0.24134000000000003 -0.18901999999999997
decision_type=2 2 2 2 2
left_child=-1 4 -3 -4 -2
right_child=1 2 3 -5 -6
leaf_value=0.0073529465060113101 0.00038667589090227405 0.016740767108327413 -0.017914503295136958 0.0042398847348417389 -0.018228663004822166
leaf_weight=0.0018186780880776699 0.0010268706962057866 0.0015208192814184221 0.001301789174250239 0.0012724678032791478 0.0011851943482978173
leaf_count=403 110 1183 773 381 271
internal_value=0 -0.00216795 0.00183974 -0.00696348 -0.00958717
internal_weight=0 0.00630714 0.00409508 0.00257426 0.00221207
internal_count=3121 2718 2337 1154 381
is_linear=0
shrinkage=0.1


Tree=6902
num_leaves=6
num_cat=0
split_feature=11 13 3 1 4
split_gain=2.48565e-05 3.38988e-05 3.22907e-05 6.33998e-05 6.94629e-05
threshold=1.0000000180025095e-35 -0.091054999999999983 0.10893000000000001 0.095285000000000022 -0.083854999999999985
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.00025985203857061565 -0.00029222826990468476 0.00017955564945494981 -0.00031016724431151809 0.00030863841632409539 -0.00046059221715347517
leaf_weight=0.0019242176946500317 0.0010147154795311069 0.0012275891683003993 0.0013190131024113649 0.0019231837778805484 0.0013892217344969357
leaf_count=396 244 396 109 502 1474
internal_value=0 3.40503e-05 -4.01075e-05 3.83534e-05 -0.000160288
internal_weight=0 0.00778323 0.00585901 0.00453999 0.00261681
internal_count=3121 2877 2481 2372 1870
is_linear=0
shrinkage=0.00196078


Tree=6903
num_leaves=6
num_cat=0
split_feature=13 3 1 4 2
split_gain=1.65179e-05 2.65452e-05 3.6236e-05 4.85132e-05 4.82115e-05
threshold=-0.23438999999999996 0.10893000000000001 1.0000000180025095e-35 0.0061450000000000003 1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -5
right_child=1 -3 3 4 -6
leaf_value=0.01199697363022529 -0.011406431895570607 -0.015204319931244907 -0.0063888835456662246 0.0029290766222433286 0.031425397475768606
leaf_weight=0.001000297185773844 0.0016763519569956802 0.0012125060602859068 0.0018163430643477626 0.0013748656363750293 0.0010449464082548398
leaf_count=169 1587 111 833 196 225
internal_value=0 -0.00172575 0.00103837 0.00596308 0.0152346
internal_weight=0 0.00712501 0.00591251 0.00423616 0.00241981
internal_count=3121 2952 2841 1254 421
is_linear=0
shrinkage=0.1


Tree=6904
num_leaves=7
num_cat=0
split_feature=52 0 4 0 0 52
split_gain=1.23705e-05 2.602e-05 3.52684e-05 3.15984e-05 4.38326e-05 1.49141e-05
threshold=0.11434500000000002 -0.077999999999999986 -0.35136499999999998 -0.10607499999999999 -0.14920999999999998 -1.0000000180025095e-35
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=-0.015213911003184217 -0.0099106984911256774 -0.0047078531598631346 0.018174223888496873 -0.01791651573009298 0.018458002485209259 0.0018145474186112823
leaf_weight=0.0010318663922413481 0.0010960829008577529 0.001126101270462007 0.0016762610725962277 0.001112073971174939 0.0010407004386372406 0.0010254996291689054
leaf_count=94 501 202 681 1269 236 138
internal_value=0 0.00151302 0.00897929 -0.00345669 0.00173377 -0.00672603
internal_weight=0 0.0070125 0.00280236 0.00421014 0.00309807 0.00205737
internal_count=3121 2620 883 1737 468 232
is_linear=0
shrinkage=0.1


Tree=6905
num_leaves=6
num_cat=0
split_feature=42 160 52 49 4
split_gain=1.38966e-05 2.7309e-05 3.2573e-05 5.69361e-05 5.54435e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077655000000000016 -0.047584999999999995 0.076415000000000025
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0094856975853612399 -0.0096349829329983976 0.017707674002532099 0.01824706314106991 -0.024758833980137271 0.0051510011737221891
leaf_weight=0.0013033394462286024 0.0015998261292695668 0.0012697760074009651 0.0014152416478896927 0.0011253393901227901 0.0013794823337490087
leaf_count=862 828 233 340 616 242
internal_value=0 0.00178773 0.00530891 0.000457904 -0.00828657
internal_weight=0 0.00678967 0.00518984 0.0037746 0.00250482
internal_count=3121 2259 1431 1091 858
is_linear=0
shrinkage=0.1


Tree=6906
num_leaves=7
num_cat=0
split_feature=484 133 13 3 4 15
split_gain=2.50942e-05 3.37882e-05 5.85433e-05 8.04195e-05 4.63072e-05 4.56585e-05
threshold=0.084040000000000017 -0.0061299999999999992 -0.0030199999999999997 -0.077774999999999983 0.0061450000000000003 -0.095869999999999983
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -6
right_child=-2 2 4 -5 5 -7
leaf_value=-0.00037931415719928962 0.00028203477902825989 -0.00017808324595766225 -0.00038650931075027712 0.00049689502098668647 -0.00024642482045511273 0.00030396449050536445
leaf_weight=0.0010112745563416277 0.00102092677529663 0.0011445977078626823 0.0017507760706549345 0.0016670568495890216 0.0011296217326347026 0.0011898808522060346
leaf_count=766 368 717 478 560 111 121
internal_value=0 -4.46522e-05 4.52518e-06 0.000222118 -0.000145783 3.59192e-05
internal_weight=0 0.00789321 0.00688193 0.00281165 0.00407028 0.0023195
internal_count=3121 2753 1987 1277 710 232
is_linear=0
shrinkage=0.00196078


Tree=6907
num_leaves=7
num_cat=0
split_feature=11 3 133 16 52 15
split_gain=3.24186e-05 3.05005e-05 3.48277e-05 6.82105e-05 4.66509e-05 3.87094e-05
threshold=0.076920000000000002 -0.10519499999999998 0.083950000000000011 -0.25582999999999995 1.0000000180025095e-35 -0.053579999999999996
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=0.00032309544586004818 -0.0003301698991939244 -0.00045421873338014214 0.00027257455168211696 0.00011778592523844709 0.00039355712092208864 -0.00033031095910025007
leaf_weight=0.0012369392190540278 0.0010265880809823208 0.0013995562664953784 0.0013353880325413592 0.0016872254380020143 0.0010952180776103598 0.001321902292283696
leaf_count=195 226 223 939 418 665 455
internal_value=0 3.97538e-05 -1.14907e-05 -8.04123e-05 4.70534e-05 -7.90619e-05
internal_weight=0 0.00807623 0.00683929 0.0055039 0.00410435 0.00300913
internal_count=3121 2895 2700 1761 1538 873
is_linear=0
shrinkage=0.00196078


Tree=6908
num_leaves=6
num_cat=0
split_feature=484 42 43 16 0
split_gain=1.40919e-05 2.03718e-05 3.29392e-05 4.42578e-05 4.61189e-05
threshold=0.073690000000000019 -1.0000000180025095e-35 -0.074359999999999996 -0.029084999999999996 -0.11756999999999999
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.013485099784004865 0.010668259580177733 0.013419764935324359 -0.006610748972463585 -0.017730570399906036 0.019523165996979081
leaf_weight=0.0012064313246811465 0.0010685669961762144 0.0015251401418594187 0.0017230449557266564 0.0014746496763611539 0.0011104350548621301
leaf_count=806 394 734 225 435 527
internal_value=0 -0.00165627 0.000790163 -0.0036809 0.00363108
internal_weight=0 0.0070397 0.00583327 0.00430813 0.00283348
internal_count=3121 2727 1921 1187 752
is_linear=0
shrinkage=0.1


Tree=6909
num_leaves=6
num_cat=0
split_feature=11 2 52 52 3
split_gain=2.89186e-05 3.33542e-05 4.83191e-05 4.33035e-05 4.12472e-05
threshold=1.0000000180025095e-35 0.089885000000000007 -0.046924999999999988 0.092650000000000024 -0.078934999999999991
decision_type=2 2 2 2 2
left_child=1 4 -3 -4 -1
right_child=-2 2 3 -5 -6
leaf_value=-0.00042089228701575293 -0.00031342436588745101 0.000430776495754738 -0.00019509376716816149 0.00026503602164832941 4.9727911510573468e-05
leaf_weight=0.0011188249057481657 0.0010176343616871723 0.0015123710166182569 0.0018044312124333261 0.0013937504143951389 0.0019886579068193588
leaf_count=1093 244 458 429 386 511
internal_value=0 3.79688e-05 0.000141991 5.42833e-06 -0.000119715
internal_weight=0 0.00781804 0.00471055 0.00319818 0.00310748
internal_count=3121 2877 1273 815 1604
is_linear=0
shrinkage=0.00196078


Tree=6910
num_leaves=6
num_cat=0
split_feature=42 49 15 12 16
split_gain=1.66052e-05 2.40971e-05 2.85094e-05 5.16003e-05 1.89272e-05
threshold=0.091735000000000025 -0.00064499999999999985 -0.037864999999999989 0.051320000000000005 -0.076669999999999988
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -3
right_child=-2 2 3 -5 -6
leaf_value=-0.0074625116665748715 -0.011040002909660777 0.0060750707281627264 0.029696558323048329 0.0020015742783018259 -0.013336536393471619
leaf_weight=0.0019899016287201121 0.0011719426915420264 0.0010068676273013353 0.0010440434250517014 0.0018916630330233536 0.0010023466101231706
leaf_count=571 667 351 160 953 419
internal_value=0 0.00182991 0.0055693 0.0118509 -0.00360889
internal_weight=0 0.00693482 0.00494492 0.00293571 0.00200921
internal_count=3121 2454 1883 1113 770
is_linear=0
shrinkage=0.1


Tree=6911
num_leaves=6
num_cat=0
split_feature=457 1 4 15 13
split_gain=1.3569e-05 2.62294e-05 3.25783e-05 4.4751e-05 2.57543e-05
threshold=0.069910000000000014 0.11588000000000001 -0.076779999999999987 -0.095244999999999982 -0.0034749999999999994
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=0.013061609471047919 0.0098059258025048682 0.0090880087512442403 -0.0011962507833891212 -0.026195910840742982 -0.0082119836577565896
leaf_weight=0.0012830421208192429 0.0011961713129077694 0.0016912641600112435 0.0016122123917584586 0.0012881416068595019 0.0010226578986035277
leaf_count=653 267 382 373 1087 359
internal_value=0 -0.00173138 -0.00524622 -0.0122994 0.00362603
internal_weight=0 0.00689732 0.00520605 0.00290035 0.0023057
internal_count=3121 2854 2472 1460 1012
is_linear=0
shrinkage=0.1


Tree=6912
num_leaves=5
num_cat=0
split_feature=42 49 15 12
split_gain=1.31576e-05 1.98168e-05 2.40636e-05 4.60638e-05
threshold=0.091735000000000025 -0.00064499999999999985 -0.037864999999999989 0.051320000000000005
decision_type=2 2 2 2
left_child=1 -1 -3 -4
right_child=-2 2 3 -5
leaf_value=-0.0068080736488851518 -0.0098434853080188907 -0.0034089648182925344 0.027786804009016286 0.0015342454008849015
leaf_weight=0.0019830099144082444 0.0011675738481690609 0.0020048066343139465 0.0010338357948632025 0.0018906890184428671
leaf_count=571 667 770 160 953
internal_value=0 0.00163374 0.00502978 0.0108147
internal_weight=0 0.00691234 0.00492933 0.00292452
internal_count=3121 2454 1883 1113
is_linear=0
shrinkage=0.1


Tree=6913
num_leaves=6
num_cat=0
split_feature=4 42 4 2 2
split_gain=2.68643e-05 3.9746e-05 3.90925e-05 3.02269e-05 6.69111e-05
threshold=0.36766000000000004 0.088465000000000002 0.08184000000000001 0.084245000000000014 0.098260000000000014
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.00031933617594414096 0.00023992517666027058 -0.00034872465069005828 -0.00033410224585195242 -0.00029333243300291292 0.00024373579199727009
leaf_weight=0.0015032604757062957 0.0014315671330113787 0.0014189158178300795 0.0010229215519691418 0.0017028169837159642 0.0018727142258918928
leaf_count=485 328 824 161 910 413
internal_value=0 -5.31298e-05 1.56089e-05 8.60444e-05 -1.20385e-05
internal_weight=0 0.00752063 0.00610171 0.00507879 0.00357553
internal_count=3121 2793 1969 1808 1323
is_linear=0
shrinkage=0.00196078


Tree=6914
num_leaves=7
num_cat=0
split_feature=484 160 16 0 1 1
split_gain=4.23351e-05 3.94817e-05 5.9539e-05 5.26046e-05 7.97269e-05 3.36012e-05
threshold=0.084040000000000017 -1.0000000180025095e-35 -0.073404999999999984 -0.20211999999999997 0.090405000000000013 0.094825000000000007
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=-0.00038257987467318373 0.00036261191042786774 -0.00020759748245844679 -0.00037110440379032418 -9.5108624684865235e-05 0.0005667813740369784 2.9619027532069807e-05
leaf_weight=0.0011718442492607813 0.0010864381584799717 0.0010607449052284271 0.0017935951239219721 0.0011652545061565673 0.0017511145959489163 0.0014588468803557011
leaf_count=632 368 83 595 756 352 335
internal_value=0 -4.87133e-05 5.40337e-06 0.000166318 0.000302319 -0.000191364
internal_weight=0 0.0084014 0.00722956 0.00397711 0.00291637 0.00325244
internal_count=3121 2753 2121 1191 1108 930
is_linear=0
shrinkage=0.00196078


Tree=6915
num_leaves=6
num_cat=0
split_feature=4 151 4 16 13
split_gain=1.33304e-05 3.94568e-05 4.31837e-05 4.09554e-05 3.43473e-05
threshold=0.40473500000000007 -0.024429999999999997 -0.0029599999999999995 -0.074319999999999983 -0.076384999999999995
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -3
right_child=-2 2 3 -5 -6
leaf_value=0.01534281752265995 0.0097212144544616547 0.015809252369711913 -0.02628040018382068 -0.0014543553657218151 -0.0056249278882449065
leaf_weight=0.0011337859714532798 0.0011956418358895771 0.0012440884953709281 0.0013899042496918594 0.0012732140753191413 0.0018734238400461994
leaf_count=473 304 614 361 297 1072
internal_value=0 -0.00171428 -0.00505978 -0.0144113 0.00292869
internal_weight=0 0.00691442 0.00578063 0.00266312 0.00311751
internal_count=3121 2817 2344 658 1686
is_linear=0
shrinkage=0.1


Tree=6916
num_leaves=7
num_cat=0
split_feature=11 52 0 12 2 3
split_gain=3.83611e-05 2.96002e-05 5.63455e-05 5.58241e-05 5.89008e-05 7.41065e-05
threshold=0.078065000000000009 0.11434500000000002 -0.019414999999999998 0.088305000000000008 0.089885000000000007 0.11296500000000002
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=-0.00047754797468016865 -0.00036837642777389591 -0.00026979846343129672 0.00038757045984354655 0.00028828935769207415 0.00036579115358356641 -0.00032979876206086603
leaf_weight=0.0013427649693987056 0.0010044476306018896 0.0010473072167720395 0.0017589668840964391 0.0016034875832582076 0.0012448638108707227 0.0011174343086083512
leaf_count=841 211 479 217 936 295 142
internal_value=0 3.78353e-05 8.34224e-05 -1.73559e-05 -0.000149634 3.67573e-05
internal_weight=0 0.00811482 0.00706752 0.00530855 0.00370506 0.0023623
internal_count=3121 2910 2431 2214 1278 437
is_linear=0
shrinkage=0.00196078


Tree=6917
num_leaves=6
num_cat=0
split_feature=1 43 15 47 52
split_gain=1.35778e-05 3.00354e-05 2.63152e-05 3.89517e-05 2.78417e-05
threshold=0.077565000000000009 0.070450000000000013 1.0000000180025095e-35 0.087235000000000021 -0.0064899999999999992
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=-0.016212279570432309 0.0053355102781869534 0.0065245362633205451 -0.011295358728217512 -0.0046920461763032039 0.026184324779061394
leaf_weight=0.0013466413117432996 0.0015735919899882564 0.0010218779722051445 0.0011020935280821788 0.0019874449301897899 0.0010802140817548649
leaf_count=1424 419 212 433 295 338
internal_value=0 -0.00640267 0.0025955 0.00589397 0.0138219
internal_weight=0 0.00236852 0.00574334 0.00464125 0.00265381
internal_count=3121 1636 1485 1052 757
is_linear=0
shrinkage=0.1


Tree=6918
num_leaves=6
num_cat=0
split_feature=52 12 1 1 16
split_gain=1.45715e-05 2.53645e-05 3.2571e-05 9.00374e-05 2.90412e-05
threshold=0.11434500000000002 0.095110000000000014 0.11181500000000001 0.094385000000000011 0.013515000000000001
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.013283069818731456 -0.010776016310143161 0.012358937051312751 -0.015427834562282035 0.028469831088606908 0.0072625743088515771
leaf_weight=0.001934292949274987 0.0010913895351362113 0.0016801886681675057 0.001309671398602337 0.0010155809142955029 0.0010677502900406184
leaf_count=1243 501 558 294 254 271
internal_value=0 0.00164605 -0.00173272 0.00273164 -0.00597551
internal_weight=0 0.00700748 0.0053273 0.00401762 0.00300204
internal_count=3121 2620 2062 1768 1514
is_linear=0
shrinkage=0.1


Tree=6919
num_leaves=6
num_cat=0
split_feature=49 43 12 3 0
split_gain=1.28068e-05 1.84609e-05 4.43077e-05 4.30747e-05 2.57152e-05
threshold=-0.047584999999999995 -0.17390999999999998 0.088365000000000013 0.11924500000000002 -0.10224499999999999
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
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leaf_value=0.0074117824575662093 0.0096736741399856083 -0.0020628042164613199 -0.017482759345405753 -0.0150346545307784 0.018803811232670244
leaf_weight=0.0018001507400906697 0.0010902687924745028 0.0010753225198902702 0.0017702325467446184 0.00103454675685191 0.0013101522392418639
leaf_count=403 177 222 1187 154 978
internal_value=0 -0.00215556 -0.00464041 0.00200689 0.00939757
internal_weight=0 0.00628052 0.00519025 0.00342002 0.00238547
internal_count=3121 2718 2541 1354 1200
is_linear=0
shrinkage=0.1


Tree=6920
num_leaves=8
num_cat=0
split_feature=1 43 52 1 43 3 13
split_gain=2.94398e-05 3.06259e-05 4.81758e-05 6.33328e-05 2.80684e-05 5.02045e-05 2.59082e-05
threshold=0.10293500000000001 -0.12152999999999999 0.084960000000000022 0.089105000000000018 -0.080084999999999976 0.12178000000000001 -0.020934999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 6 -2 -6 -3
right_child=4 2 -4 -5 5 -7 -8
leaf_value=0.00020033728630926913 -0.00016124625457524108 -7.5999647992930732e-05 -0.00054795905578103679 -0.00046165088414261272 0.00042969406713578358 -9.9662179949296887e-05 0.00035633279683732849
leaf_weight=0.0010079073417846064 0.0010144975521390138 0.001107400645067479 0.0010327574350128626 0.0010212837946516153 0.0017238482552822832 0.0011472382540659888 0.0010272827215754984
leaf_count=257 202 710 741 346 353 181 331
internal_value=0 -0.000106525 -0.000180363 -6.00716e-05 0.000119109 0.000218172 0.000132054
internal_weight=0 0.00519663 0.00418872 0.00315597 0.00388558 0.00287109 0.00213468
internal_count=3121 2385 2128 1387 736 534 1041
is_linear=0
shrinkage=0.00196078


Tree=6921
num_leaves=6
num_cat=0
split_feature=1 2 15 2 1
split_gain=1.2093e-05 2.66235e-05 2.32692e-05 3.78645e-05 7.01226e-05
threshold=0.077565000000000009 0.096540000000000015 1.0000000180025095e-35 1.0000000180025095e-35 0.11181500000000001
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
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leaf_weight=0.0010405881960842283 0.0015817263208479674 0.0013183199050175183 0.0011009046390863426 0.0017212349262591771 0.0013221922692120702
leaf_count=1190 423 446 433 354 275
internal_value=0 -0.0060562 0.00245169 0.00556179 0.0120846
internal_weight=0 0.00235891 0.00572606 0.00462515 0.00304343
internal_count=3121 1636 1485 1052 629
is_linear=0
shrinkage=0.1


Tree=6922
num_leaves=7
num_cat=0
split_feature=11 13 13 3 16 52
split_gain=2.3563e-05 3.39056e-05 3.05945e-05 4.62826e-05 6.17359e-05 3.96222e-05
threshold=1.0000000180025095e-35 -0.091054999999999983 -0.036034999999999991 0.076840000000000006 -0.054549999999999994 -0.066844999999999988
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5
right_child=-2 2 3 5 -6 -7
leaf_value=0.00025639026331137602 -0.0002868297015912732 -0.00035102628271359911 -9.3364372949283119e-05 -0.00043684348421838725 0.00055970009923885639 5.3540424979031857e-05
leaf_weight=0.0019349732494935833 0.0010105432846558753 0.0010231518392203823 0.0011252823271373008 0.0011058952825596059 0.0011010851554633183 0.0014828791026432891
leaf_count=396 244 1195 644 113 377 152
internal_value=0 3.14491e-05 -4.31027e-05 2.23269e-05 0.000229619 -0.000155946
internal_weight=0 0.00777327 0.00583829 0.00481514 0.00222637 0.00258877
internal_count=3121 2877 2481 1286 1021 265
is_linear=0
shrinkage=0.00196078


Tree=6923
num_leaves=7
num_cat=0
split_feature=1 2 52 3 3 0
split_gain=1.23268e-05 3.15145e-05 3.95886e-05 3.15135e-05 1.98323e-05 4.562e-06
threshold=0.10293500000000001 0.10327000000000001 -0.0064899999999999992 -0.055119999999999995 0.11296500000000002 -0.098289999999999975
decision_type=2 2 2 2 2 2
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right_child=4 -3 3 -5 -6 -7
leaf_value=-0.011840833606309418 0.006151556319252789 -0.019046351594570399 -0.0020298447738804856 0.022005883491952566 -0.0044943184115918706 0.015689259708979539
leaf_weight=0.0014546578780254994 0.0010020158226185015 0.0010068185488953021 0.0011422776498143166 0.0010440685884656343 0.0014278926543399555 0.001003970858533618
leaf_count=707 130 361 1201 116 213 393
internal_value=0 -0.0033873 0.000942774 0.00944819 0.0045133 0.0109251
internal_weight=0 0.00464782 0.003641 0.00218635 0.00343388 0.00200599
internal_count=3121 2385 2024 1317 736 523
is_linear=0
shrinkage=0.1


Tree=6924
num_leaves=6
num_cat=0
split_feature=3 457 3 12 2
split_gain=1.34774e-05 2.20661e-05 5.0527e-05 3.54259e-05 4.57909e-05
threshold=0.13524500000000003 0.069910000000000014 0.088060000000000013 0.09334000000000002 0.086590000000000014
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.0069191991526476038 0.0096897028593981756 0.011165145347810367 -0.022343571523531228 -0.012348786173352826 0.017561946071621863
leaf_weight=0.0013786518208143586 0.0012128831167768257 0.0011094745117865359 0.0012154508286187863 0.0014381713643966017 0.0017138348880847234
leaf_count=905 192 246 135 788 855
internal_value=0 -0.00174611 -0.00423906 0.000617888 0.00664808
internal_weight=0 0.00685558 0.00574611 0.00453066 0.00309249
internal_count=3121 2929 2683 2548 1760
is_linear=0
shrinkage=0.1


Tree=6925
num_leaves=6
num_cat=0
split_feature=4 42 43 0 0
split_gain=1.28663e-05 1.9051e-05 4.3548e-05 4.17988e-05 3.41903e-05
threshold=0.24564500000000003 -1.0000000180025095e-35 -0.074359999999999996 -0.084144999999999984 -0.15350499999999997
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.014322980856464346 0.0071697993307687589 0.015024417872749024 -0.0089912612787310161 -0.01844651292434215 0.016216122621966925
leaf_weight=0.001077384744824765 0.0018994143526503597 0.0014416362548442295 0.0010964629359289562 0.0014810795822401404 0.0010565954095827935
leaf_count=797 426 785 124 618 371
internal_value=0 -0.00224553 0.000318038 -0.00551588 0.00337905
internal_weight=0 0.00615316 0.00507577 0.00363414 0.00215306
internal_count=3121 2695 1898 1113 495
is_linear=0
shrinkage=0.1


Tree=6926
num_leaves=6
num_cat=0
split_feature=42 49 1 4 3
split_gain=1.3334e-05 2.21061e-05 2.99884e-05 4.93409e-05 2.3391e-05
threshold=0.091735000000000025 -0.00064499999999999985 0.111945 -0.0016099999999999997 -0.078934999999999991
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.0072952278013150886 -0.0099003282543778104 -0.0010145494554024918 0.018434714524869274 -0.014791076772893933 0.019151123731352943
leaf_weight=0.0019681796004682364 0.0011679973313404651 0.0011088377666646197 0.0012762110178227183 0.0013217377912715538 0.0011952230925461268
leaf_count=571 667 994 234 393 262
internal_value=0 0.0016569 0.00525122 0.000610891 0.00944632
internal_weight=0 0.00687019 0.00490201 0.0036258 0.00230406
internal_count=3121 2454 1883 1649 1256
is_linear=0
shrinkage=0.1


Tree=6927
num_leaves=7
num_cat=0
split_feature=131 49 12 52 0 1
split_gain=1.99373e-05 3.09836e-05 3.72775e-05 9.8815e-05 4.55851e-05 7.62752e-05
threshold=0.078765000000000016 -0.047584999999999995 0.095330000000000012 0.091275000000000009 -0.083914999999999976 0.10612500000000001
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=0.00026099971778012065 -0.0002646148005891967 0.00034157312549071625 -0.00036104401914275979 0.00055126697807410599 -0.00042573335985473279 -0.00037079288201862415
leaf_weight=0.0017158289190903637 0.0010045494077415978 0.0013626782446413779 0.0011157238251635416 0.0011023138738389731 0.0012312112420646377 0.001003393584563889
leaf_count=347 516 647 520 365 596 130
internal_value=0 2.94656e-05 -3.88492e-05 3.76425e-05 -0.000119747 3.9476e-05
internal_weight=0 0.00753115 0.00581532 0.0046996 0.00359728 0.00236607
internal_count=3121 2605 2258 1738 1373 777
is_linear=0
shrinkage=0.00196078


Tree=6928
num_leaves=7
num_cat=0
split_feature=11 13 13 3 47 1
split_gain=3.1096e-05 3.35153e-05 3.30288e-05 4.91194e-05 6.20258e-05 5.76795e-05
threshold=1.0000000180025095e-35 -0.091054999999999983 -0.036034999999999991 -0.087784999999999988 0.092710000000000015 0.094090000000000021
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=0.00026001252006613605 -0.0003267346241690988 -0.00035780563741405334 0.00037402809709854626 -0.00022214901756801959 -0.00049292212197147808 0.00036016602508813484
leaf_weight=0.0019502993230105861 0.001019546798241836 0.0010178592656554224 0.0012041242648790913 0.0012730883503647549 0.0010204007409285892 0.0013448010638142738
leaf_count=396 244 1195 469 451 119 247
internal_value=0 3.73649e-05 -3.67323e-05 3.07563e-05 -8.28526e-05 7.69843e-05
internal_weight=0 0.00781057 0.00586027 0.00484241 0.00363829 0.00261789
internal_count=3121 2877 2481 1286 817 698
is_linear=0
shrinkage=0.00196078


Tree=6929
num_leaves=6
num_cat=0
split_feature=52 160 52 16 0
split_gain=1.31717e-05 7.55651e-05 3.86197e-05 3.34528e-05 4.1887e-05
threshold=-0.046924999999999988 -1.0000000180025095e-35 -0.088204999999999992 -0.056919999999999991 -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=-0.0036733864645602321 -0.027628026489225573 -0.0052785213145369603 0.021141161310380241 -0.010497873937768267 0.018455263736500329
leaf_weight=0.0016568497397564219 0.0010033925570604695 0.0012768956482918314 0.0010092170094829942 0.0013215117177981092 0.0017804984403660619
leaf_count=680 743 200 273 206 1019
internal_value=0 -0.00287523 0.00571995 0.00279668 0.00854304
internal_weight=0 0.0053823 0.00266607 0.00437891 0.00305739
internal_count=3121 2168 953 1425 1219
is_linear=0
shrinkage=0.1


Tree=6930
num_leaves=7
num_cat=0
split_feature=484 160 49 52 13 15
split_gain=4.38309e-05 5.13761e-05 6.00915e-05 5.20639e-05 9.19398e-05 9.94084e-05
threshold=0.084040000000000017 -1.0000000180025095e-35 -0.081404999999999991 0.091275000000000009 0.0076650000000000008 -0.055554999999999993
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=-0.00044867127318968386 0.000362966810739746 0.00041236898365703102 -0.00034738840282834811 0.00023993396871324271 -0.00070473539464726957 0.00031473565534206524
leaf_weight=0.001146147359204674 0.0010441243575026122 0.0011345804948032561 0.0018404462390862017 0.0014753148022806839 0.0010124670781521405 0.001656344617928848
leaf_count=632 368 173 510 318 305 815
internal_value=0 -6.33927e-05 -1.36483e-06 -7.98022e-05 -0.000184412 -3.37564e-05
internal_weight=0 0.0082653 0.00711915 0.00598457 0.00450926 0.00349679
internal_count=3121 2753 2121 1948 1630 1325
is_linear=0
shrinkage=0.00196078


Tree=6931
num_leaves=6
num_cat=0
split_feature=484 48 12 2 1
split_gain=1.27131e-05 2.14572e-05 2.62971e-05 4.85044e-05 3.59244e-05
threshold=0.073690000000000019 0.10396500000000002 0.088305000000000008 0.090050000000000005 0.094090000000000021
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=-0.019259695380366256 0.010179161697330475 0.010626742297956526 0.016102450994229075 -0.012252770269330226 0.0015643660764678878
leaf_weight=0.0018360803805511391 0.0010577349359261736 0.0011935206252069903 0.001386489717984494 0.001067949565759367 0.0015095340390125687
leaf_count=879 394 199 623 614 412
internal_value=0 -0.0015839 -0.00409657 0.00376483 -0.00986392
internal_weight=0 0.00699357 0.00580005 0.00245444 0.00334561
internal_count=3121 2727 2528 1237 1291
is_linear=0
shrinkage=0.1


Tree=6932
num_leaves=6
num_cat=0
split_feature=49 52 2 42 0
split_gain=1.17265e-05 2.09105e-05 4.69653e-05 8.623e-05 3.79006e-05
threshold=-0.047584999999999995 0.10744000000000002 0.11215000000000001 0.084050000000000014 -0.10151999999999999
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.0070932371915928272 0.02316379482455742 0.010400631533182311 -0.023097884796827547 -0.022555878383053118 -0.00016165071276743115
leaf_weight=0.0017929417289459619 0.0011968763400416133 0.001104635398812932 0.0010986365467386301 0.0011778642484120165 0.0016665907600170241
leaf_count=403 187 506 343 775 907
internal_value=0 -0.00208184 -0.00476446 0.000219489 0.00958795
internal_weight=0 0.0062446 0.00513997 0.00404133 0.00286347
internal_count=3121 2718 2212 1869 1094
is_linear=0
shrinkage=0.1


Tree=6933
num_leaves=8
num_cat=0
split_feature=1 43 52 1 13 15 15
split_gain=2.86751e-05 4.87795e-05 3.51007e-05 6.28401e-05 2.90875e-05 2.59395e-05 4.35357e-05
threshold=0.10293500000000001 -0.12152999999999999 0.084960000000000022 0.089175000000000018 -0.020934999999999999 -0.037864999999999989 -0.15026499999999995
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -2
right_child=5 2 -4 -5 -6 -7 -8
leaf_value=0.00028740593095267206 0.00031250554558193302 -0.00011757878685324793 -0.0005059458174922584 -0.00049019855720868746 0.00033932994888825538 0.00036682163728551009 -0.00019760321114065718
leaf_weight=0.0010237497797558589 0.0011163930633730774 0.001114027181940304 0.0010222594258730948 0.0010140119588444227 0.0010318503015144835 0.0011956996839894763 0.0015177607235560041
leaf_count=257 263 713 741 341 333 205 268
internal_value=0 -9.62162e-05 -0.000190123 -8.7951e-05 0.000102127 0.000127309 1.85884e-05
internal_weight=0 0.0052059 0.00418215 0.00315989 0.00214588 0.00382985 0.00263415
internal_count=3121 2385 2128 1387 1046 736 531
is_linear=0
shrinkage=0.00196078


Tree=6934
num_leaves=8
num_cat=0
split_feature=13 50 47 4 150 0 15
split_gain=3.00981e-05 3.13522e-05 3.75226e-05 7.17994e-05 7.65135e-05 8.18731e-05 6.70143e-05
threshold=-0.23438999999999996 0.088425000000000017 0.10904500000000002 0.27044500000000005 0.087170000000000011 -0.13027499999999997 1.0000000180025095e-35
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=0.00029266571127550524 0.00056408267807570858 -0.00037193617762435008 -0.00033926456317939817 0.00053049034932287466 -0.00050227112690640898 -0.00030783855493334125 0.00030804166223924912
leaf_weight=0.0011254205799584834 0.0010237014128027678 0.0010145479801831683 0.0010849797302208619 0.0010219928709093978 0.0010791584593530445 0.0018397152165283018 0.0010768515530926335
leaf_count=169 186 540 125 247 213 769 872
internal_value=0 -4.94393e-05 -3.52715e-06 5.6768e-05 -3.96854e-05 8.70073e-05 -8.04439e-05
internal_weight=0 0.00814095 0.0071264 0.00604142 0.00501943 0.00394027 0.00291657
internal_count=3121 2952 2412 2287 2040 1827 1641
is_linear=0
shrinkage=0.00196078


Tree=6935
num_leaves=6
num_cat=0
split_feature=42 160 151 16 2
split_gain=1.23227e-05 2.62996e-05 4.03861e-05 4.84333e-05 4.96681e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 0.16703000000000004 0.086885000000000004
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
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leaf_value=-0.0089870635507096081 -0.0095825308282376231 -0.012202747187874837 -0.00080377061095801181 -0.0083467375100002277 0.025899090173401293
leaf_weight=0.0012923710371449994 0.0015892353857919553 0.0010676737800420074 0.0010947461428608613 0.0010983219304195294 0.0019151149917755409
leaf_count=862 828 300 406 278 447
internal_value=0 0.00166959 0.00512453 0.00962771 0.0161867
internal_weight=0 0.00676509 0.00517586 0.00410818 0.00300986
internal_count=3121 2259 1431 1131 853
is_linear=0
shrinkage=0.1


Tree=6936
num_leaves=7
num_cat=0
split_feature=11 13 13 3 47 1
split_gain=3.18959e-05 3.26813e-05 3.29665e-05 5.07114e-05 6.53316e-05 6.37363e-05
threshold=1.0000000180025095e-35 -0.091054999999999983 -0.036034999999999991 -0.087784999999999988 0.092710000000000015 0.094090000000000021
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=0.00025903607532884904 -0.00033437115460813313 -0.00035705757327415924 0.00038282777913987786 -0.00023581172128438952 -0.0005077448712381557 0.00038041453432713845
leaf_weight=0.0019225003009243615 0.0010018609448055821 0.0010143120163792494 0.0011905138814574945 0.0012551788879012066 0.0010071814076896106 0.0013281056815324438
leaf_count=396 244 1195 469 451 119 247
internal_value=0 3.75035e-05 -3.59865e-05 3.21305e-05 -8.41524e-05 8.09995e-05
internal_weight=0 0.00771779 0.00579529 0.00478098 0.00359047 0.00258328
internal_count=3121 2877 2481 1286 817 698
is_linear=0
shrinkage=0.00196078


Tree=6937
num_leaves=7
num_cat=0
split_feature=11 0 13 15 0 3
split_gain=4.14116e-05 3.93049e-05 5.20315e-05 4.82936e-05 5.50299e-05 5.32303e-05
threshold=0.076920000000000002 -0.019414999999999998 -0.094514999999999988 -0.053579999999999996 -0.082974999999999979 0.097915000000000016
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=0.00033772134412162565 -0.00038675712450192889 0.00028072667307615056 0.00025605460112240969 -6.2556191849602504e-05 -0.00067896874691077331 -0.00030740033774233501
leaf_weight=0.0011368696925252815 0.0010046009623714694 0.0019148069765784559 0.0017359732365838237 0.0012362730829088028 0.0010131438148242419 0.0010253587438839307
leaf_count=284 226 261 869 619 790 72
internal_value=0 3.54188e-05 -4.09876e-05 -0.000126911 -0.00034019 4.68282e-05
internal_weight=0 0.00806243 0.00614762 0.00501075 0.00224942 0.00276133
internal_count=3121 2895 2634 2350 1409 941
is_linear=0
shrinkage=0.00196078


Tree=6938
num_leaves=8
num_cat=0
split_feature=52 13 3 2 0 4 0
split_gain=2.76031e-05 4.54993e-05 3.72132e-05 5.17442e-05 2.93608e-05 5.74685e-05 4.37178e-05
threshold=0.11434500000000002 -0.23438999999999996 0.10732000000000001 0.10613000000000002 -0.084269999999999984 0.053180000000000012 -0.053834999999999994
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=0.00043231487567880393 -0.00027186080720531411 -0.00048546302391911213 -0.00035168197416308067 0.00041913045332529308 0.00040279005290553443 0.00013754808667000598 -0.00012572372036230841
leaf_weight=0.0010012337620417039 0.0012505935984323405 0.0012573720913165265 0.0010669607928435135 0.0011514401126283703 0.0010689491193893366 0.001040140017283584 0.0013767214054403159
leaf_count=137 501 803 99 400 767 187 227
internal_value=0 4.14876e-05 -1.47222e-05 4.62694e-05 -4.42452e-05 -0.000203411 0.000105278
internal_weight=0 0.00796282 0.00696158 0.00589462 0.00474318 0.00229751 0.00244567
internal_count=3121 2620 2483 2384 1984 990 994
is_linear=0
shrinkage=0.00196078


Tree=6939
num_leaves=6
num_cat=0
split_feature=13 3 1 13 0
split_gain=2.27284e-05 2.83878e-05 5.07458e-05 4.28169e-05 7.42634e-05
threshold=-0.23438999999999996 0.097915000000000016 0.11588000000000001 -0.033284999999999988 -0.077809999999999976
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
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leaf_value=0.00026217756615523228 -0.00029074742684153667 -0.00025588426026224937 0.00041700615255137364 -0.00022401781832192286 0.00038635674320359749
leaf_weight=0.0010862895774060594 0.0018880033486421283 0.0018083300270219822 0.0010451277376939535 0.001515724943356125 0.0015501653617185115
leaf_count=169 1390 168 254 733 407
internal_value=0 -4.0534e-05 2.43806e-05 -5.84519e-05 8.45978e-05
internal_weight=0 0.00780735 0.00599902 0.00495389 0.00306589
internal_count=3121 2952 2784 2530 1140
is_linear=0
shrinkage=0.00196078


Tree=6940
num_leaves=7
num_cat=0
split_feature=11 13 1 0 0 4
split_gain=2.70963e-05 3.27986e-05 6.17532e-05 3.39562e-05 5.89827e-05 7.61743e-05
threshold=0.076920000000000002 -0.084034999999999985 0.08844500000000001 -0.019414999999999998 -0.099059999999999995 0.25615500000000008
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=-4.9337701539604531e-05 -0.00031103314972979269 0.00026939817952864511 0.0005908323729981364 0.00024398266982749914 -0.00042652726200569931 -0.00039653949350217148
leaf_weight=0.0013746152384286718 0.0010288363210456701 0.0018982076847310599 0.0010013549461738921 0.0011730476625727371 0.0016477935516494187 0.0010127163904682466
leaf_count=574 226 241 275 216 1485 104
internal_value=0 2.67619e-05 0.000220463 -5.35322e-05 -0.000130089 3.77171e-05
internal_weight=0 0.00810774 0.00237597 0.00573177 0.00455872 0.00291092
internal_count=3121 2895 849 2046 1830 345
is_linear=0
shrinkage=0.00196078


Tree=6941
num_leaves=8
num_cat=0
split_feature=11 13 43 0 52 16 2
split_gain=3.47964e-05 5.14406e-05 2.99112e-05 6.32952e-05 4.37674e-05 4.92824e-05 2.35401e-05
threshold=0.078065000000000009 -0.091054999999999983 -0.04890499999999999 -0.053834999999999994 -0.0064899999999999992 -0.16075999999999999 0.099185000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 6 3 -3 -4 -6 -1
right_child=-2 2 4 -5 5 -7 -8
leaf_value=9.1590398276827949e-05 -0.00035334769431316545 0.00034667061443344654 -0.00045262220491316566 -0.00026727974105870289 -0.00029317298947583559 0.00030450322210236826 0.00050882369936837521
leaf_weight=0.0010686233692757555 0.0010354313701965894 0.0015722351577431818 0.0013815048809317216 0.001095401803515801 0.0010972939288466487 0.001026728977446742 0.0010124496417712188
leaf_count=254 211 1113 300 202 146 730 165
internal_value=0 2.79794e-05 -6.18946e-05 9.45665e-05 -0.000180958 -4.26298e-06 0.000294576
internal_weight=0 0.00825424 0.00617316 0.00266764 0.00350553 0.00212402 0.00208107
internal_count=3121 2910 2491 1315 1176 876 419
is_linear=0
shrinkage=0.00196078


Tree=6942
num_leaves=7
num_cat=0
split_feature=13 157 160 42 151 1
split_gain=3.3421e-05 3.70074e-05 6.44102e-05 4.54999e-05 6.82862e-05 5.45362e-05
threshold=-0.23438999999999996 -0.063304999999999986 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 0.094825000000000007
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=0.00030323198416861471 0.00029985053072608759 -0.00052816831934566762 -0.00035817706495643086 -0.00035799347608445135 -3.9776743604389259e-05 0.00043726231404496565
leaf_weight=0.0011601370387049068 0.0010059680299345742 0.0011446010178546469 0.0012252534960611383 0.0011241334492976215 0.0018797121471445248 0.0018072159499609537
leaf_count=169 434 626 712 239 629 312
internal_value=0 -5.23683e-05 -0.00010171 -2.08458e-05 6.50638e-05 0.000194053
internal_weight=0 0.00818688 0.00718092 0.00603632 0.00481106 0.00368693
internal_count=3121 2952 2518 1892 1180 941
is_linear=0
shrinkage=0.00196078


Tree=6943
num_leaves=7
num_cat=0
split_feature=13 51 47 13 13 1
split_gain=1.51396e-05 2.46596e-05 3.14973e-05 6.20722e-05 6.07323e-05 1.08695e-05
threshold=-0.23438999999999996 0.08955500000000001 0.10621500000000002 -0.033284999999999988 0.0076650000000000008 0.094715000000000008
decision_type=2 2 2 2 2 2
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right_child=1 -3 -4 4 -6 -7
leaf_value=0.011386295345969225 -0.012326197560343005 -0.01564183957275125 -0.01452268873355819 0.014756642769744458 -0.005814124352691903 0.028940123326233188
leaf_weight=0.001009622974221522 0.0015649710502136905 0.0010769020178128001 0.0011017729605909523 0.001076472019307623 0.0012503460549465775 0.0010847970094189367
leaf_count=169 1272 363 152 534 426 205
internal_value=0 -0.00169469 0.000776321 0.00416339 0.0117275 0.0218757
internal_weight=0 0.00715526 0.00607836 0.00497659 0.00341162 0.00216127
internal_count=3121 2952 2589 2437 1165 739
is_linear=0
shrinkage=0.1


Tree=6944
num_leaves=8
num_cat=0
split_feature=11 13 160 43 16 48 1
split_gain=3.32854e-05 4.46988e-05 5.8725e-05 5.8523e-05 9.46148e-05 6.56036e-05 3.57484e-05
threshold=0.078065000000000009 -0.084034999999999985 -0.081069999999999989 -0.16318499999999997 0.029300000000000003 0.091545000000000015 0.087865000000000013
decision_type=2 2 2 2 2 2 2
left_child=1 6 -3 -4 5 -5 -1
right_child=-2 2 3 4 -6 -7 -8
leaf_value=5.6470867389161039e-05 -0.00034401127289199505 0.00036491949076199393 0.00022922777201566595 -0.00032658145684580608 -0.00078701157219557619 0.00030442293289557171 0.00053727558641297507
leaf_weight=0.0014622907526523829 0.0010254360411321327 0.0010194369127667384 0.0011688512019623902 0.0016289261566090469 0.0010056811866434845 0.00103657181729472 0.0010018790193557104
leaf_count=578 211 373 154 1016 392 116 281
internal_value=0 3.03838e-05 -6.27972e-05 -0.000152885 -0.000274545 -8.11934e-05 0.000251956
internal_weight=0 0.00832364 0.00585947 0.00484003 0.00367118 0.0026655 0.00246417
internal_count=3121 2910 2051 1678 1524 1132 859
is_linear=0
shrinkage=0.00196078


Tree=6945
num_leaves=6
num_cat=0
split_feature=50 3 133 1 47
split_gain=2.7401e-05 3.61113e-05 5.99074e-05 7.17557e-05 5.9788e-05
threshold=0.088425000000000017 -0.12018999999999998 0.083950000000000011 0.095285000000000022 0.096300000000000011
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=0.00028297390931141257 -0.00029831146491144257 -0.00042115875041560702 0.00033354995730046821 0.00027467027445022082 -0.00026918119279649758
leaf_weight=0.0017432089924747764 0.0010917298415510429 0.0020022783028222843 0.0013505640885906429 0.0018960359768110582 0.0013169815690051573
leaf_count=303 560 1026 739 382 111
internal_value=0 3.21052e-05 -3.44994e-05 -0.00012981 5.17514e-05
internal_weight=0 0.00830907 0.00656586 0.0052153 0.00321302
internal_count=3121 2561 2258 1519 493
is_linear=0
shrinkage=0.00196078


Tree=6946
num_leaves=6
num_cat=0
split_feature=43 3 13 15 48
split_gain=1.31166e-05 4.04234e-05 2.15386e-05 3.39143e-05 3.49947e-05
threshold=-0.04890499999999999 -0.077774999999999983 -0.095304999999999987 -1.0000000180025095e-35 0.085845000000000019
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.0043651951708754575 0.0059551620262914811 0.019422306751390356 0.0090401365792621338 -0.022835567489525383 -0.01520944480051499
leaf_weight=0.0017718740081766511 0.0017473875970678574 0.0011969990680198654 0.0014063192966150952 0.0010337730481954251 0.0010316717551174862
leaf_count=960 314 495 307 875 170
internal_value=0 0.00522552 -0.00309986 -0.00765738 -0.00122143
internal_weight=0 0.00296887 0.00521915 0.00347176 0.00243799
internal_count=3121 1455 1666 1352 477
is_linear=0
shrinkage=0.1


Tree=6947
num_leaves=6
num_cat=0
split_feature=52 160 2 16 0
split_gain=1.25061e-05 6.598e-05 3.66534e-05 2.58019e-05 4.30806e-05
threshold=-0.046924999999999988 -1.0000000180025095e-35 0.089885000000000007 -0.073849999999999985 -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=-0.0078729754798316457 -0.025818121782021575 -0.0055062290052423791 0.015628143924688361 -0.0077342851991015543 0.019209776897736168
leaf_weight=0.0011673381881826866 0.0010160976528197753 0.0012784740974139286 0.001538046818576733 0.0016015964781484092 0.0015727920974880954
leaf_count=404 743 194 549 343 888
internal_value=0 -0.00282458 0.00548772 0.00242231 0.00812741
internal_weight=0 0.00546896 0.00270539 0.00445286 0.00285127
internal_count=3121 2168 953 1425 1082
is_linear=0
shrinkage=0.1


Tree=6948
num_leaves=7
num_cat=0
split_feature=0 1 47 2 16 1
split_gain=1.32741e-05 3.6061e-05 3.24722e-05 3.00011e-05 2.50271e-05 4.03262e-05
threshold=-0.060129999999999996 0.085110000000000005 0.096300000000000011 0.10097500000000002 -0.095964999999999981 0.094385000000000011
decision_type=2 2 2 2 2 2
left_child=1 -1 4 -2 -3 -6
right_child=3 2 -4 -5 5 -7
leaf_value=-0.019696618748192694 0.013271168669997164 0.018677809949016671 -0.013685506491640541 -0.0082072127859070306 -0.014421934529402472 0.013148518364435764
leaf_weight=0.0010408561452450466 0.0017952654774205184 0.0010657365338029752 0.0011099891256969403 0.0010197214622974424 0.0010212446880771473 0.0011040503219519025
leaf_count=1544 262 218 190 311 317 279
internal_value=0 -0.00299486 0.001047 0.00549068 0.00617165 -9.96088e-05
internal_weight=0 0.00534188 0.00430102 0.00281499 0.00319103 0.0021253
internal_count=3121 2548 1004 573 814 596
is_linear=0
shrinkage=0.1


Tree=6949
num_leaves=8
num_cat=0
split_feature=157 160 42 151 12 2 15
split_gain=2.57316e-05 4.25896e-05 4.26449e-05 3.71982e-05 4.93952e-05 6.1131e-05 3.94153e-05
threshold=-0.06266999999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 0.095330000000000012 0.086885000000000004 -0.0040799999999999994
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=0.00029011742991978597 -0.00039628659068974238 -0.00032859523543068986 -0.00022870676930295171 -9.9715906018260148e-05 -0.00017668491062174297 0.00076038204694397419 0.00022730894195996141
leaf_weight=0.0010020808434602294 0.0011255574304352084 0.0011362026161847944 0.0011203677795719917 0.0010023301525277253 0.0011411133688843961 0.0010410183462675774 0.0010933622089884386
leaf_count=460 654 714 262 358 269 213 191
internal_value=0 -4.40072e-05 1.66734e-05 8.9345e-05 0.000172643 0.000299726 0.000487309
internal_weight=0 0.00765995 0.00653439 0.00539819 0.00427782 0.00313671 0.00213438
internal_count=3121 2661 2007 1293 1031 762 404
is_linear=0
shrinkage=0.00196078


Tree=6950
num_leaves=6
num_cat=0
split_feature=484 42 43 16 0
split_gain=1.24555e-05 2.14243e-05 3.48967e-05 3.80907e-05 4.62894e-05
threshold=0.073690000000000019 -1.0000000180025095e-35 -0.074359999999999996 -0.029084999999999996 -0.20211999999999997
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.013673385054299736 0.010005661975666729 0.013834204895403919 -0.012987032562464607 -0.016646470619606488 0.013243413048827131
leaf_weight=0.0012140760622097778 0.0010675357668086674 0.0015424704105729365 0.0010963403833456208 0.0014875293167280687 0.0017413927592461677
leaf_count=806 394 734 103 435 649
internal_value=0 -0.00158152 0.000920375 -0.00368494 0.00310945
internal_weight=0 0.00708181 0.00586773 0.00432526 0.00283773
internal_count=3121 2727 1921 1187 752
is_linear=0
shrinkage=0.1


Tree=6951
num_leaves=8
num_cat=0
split_feature=11 13 0 47 49 1 2
split_gain=3.07716e-05 3.78728e-05 3.70276e-05 5.50608e-05 6.38671e-05 4.94624e-05 2.47595e-05
threshold=0.078065000000000009 -0.091054999999999983 -0.019414999999999998 0.096175000000000024 -0.054984999999999992 0.095285000000000022 0.099185000000000009
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=5.3254594427988503e-05 -0.00033182679392889557 -0.00037140540629512038 0.00026223996409184758 -0.00048002128272178838 -9.7622507654831632e-05 0.00045925844116393333 0.00048012481285859956
leaf_weight=0.0010834319901977156 0.0010065198863485657 0.0012031916303805968 0.0011981752251816963 0.0012365448357527682 0.0012294763997149375 0.0012233850543361255 0.0010088564417128814
leaf_count=254 211 224 223 232 1558 254 165
internal_value=0 3.14882e-05 -4.66944e-05 -0.000122351 -1.38032e-06 0.000180126 0.000259082
internal_weight=0 0.00818306 0.00609077 0.0048926 0.00365605 0.00245286 0.00209229
internal_count=3121 2910 2491 2268 2036 1812 419
is_linear=0
shrinkage=0.00196078


Tree=6952
num_leaves=6
num_cat=0
split_feature=13 3 1 13 0
split_gain=1.38993e-05 2.03436e-05 3.45088e-05 3.36375e-05 5.28369e-05
threshold=-0.23438999999999996 0.10893000000000001 0.11588000000000001 -0.033284999999999988 -0.077809999999999976
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
right_child=1 -3 -4 4 -6
leaf_value=0.010925553764737991 -0.013958371973405832 -0.013392372699939498 0.016596752819009228 -0.0089477464884664109 0.017378189265779633
leaf_weight=0.0010084710710315551 0.0017461534437701143 0.0012169657193984319 0.0011215701327983883 0.001620726299088601 0.0014395107366021835
leaf_count=169 1391 111 257 766 427
internal_value=0 -0.00161553 0.000802165 -0.0028835 0.00343576
internal_weight=0 0.00714493 0.00592796 0.00480639 0.00306024
internal_count=3121 2952 2841 2584 1193
is_linear=0
shrinkage=0.1


Tree=6953
num_leaves=6
num_cat=0
split_feature=42 49 15 4 47
split_gain=1.16504e-05 2.0153e-05 3.4139e-05 5.9173e-05 4.06375e-06
threshold=0.091735000000000025 -0.0060549999999999988 -0.037864999999999989 -0.084369999999999987 0.092165000000000011
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -3
right_child=-2 2 3 -5 -6
leaf_value=-0.0070731003457670111 -0.009200128710749645 -0.0096735693484325327 -0.0018283829417564989 0.026412535561689029 -0.0006853885953674642
leaf_weight=0.0019634848079430785 0.0011900460195511152 0.0010042225981478823 0.0015493004154168864 0.0014237416956734081 0.0010078553337394829
leaf_count=540 667 602 509 624 179
internal_value=0 0.00150804 0.00488789 0.0116957 -0.00517137
internal_weight=0 0.0069486 0.00498512 0.00297304 0.00201208
internal_count=3121 2454 1914 1133 781
is_linear=0
shrinkage=0.1


Tree=6954
num_leaves=6
num_cat=0
split_feature=42 49 12 52 16
split_gain=1.31481e-05 2.81795e-05 2.98996e-05 7.85021e-05 4.40697e-05
threshold=-1.0000000180025095e-35 -0.047584999999999995 0.095330000000000012 -0.0064899999999999992 -0.18708499999999997
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0092391329107939929 0.013136831267002845 -0.019273917451664704 -0.016571739575817229 -0.0039624023344327483 0.021282657369881663
leaf_weight=0.0013068569917495118 0.0016393996791676359 0.0012150979843405293 0.0010960190441770623 0.0011626469481052261 0.0017063598171819889
leaf_count=862 360 615 375 239 670
internal_value=0 0.00171022 -0.00190606 0.00202965 0.0110523
internal_weight=0 0.00681952 0.00518012 0.0040841 0.00286901
internal_count=3121 2259 1899 1524 909
is_linear=0
shrinkage=0.1


Tree=6955
num_leaves=6
num_cat=0
split_feature=4 151 16 13 15
split_gain=1.51238e-05 2.35072e-05 7.34681e-05 4.16628e-05 2.43317e-05
threshold=0.24564500000000003 -0.0071249999999999985 -0.088909999999999989 -0.0034749999999999994 -0.0040799999999999994
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.010203952199140174 0.0077368122008878637 -0.026940719756256837 0.012487609787347731 0.0024495303891714244 -0.019526535865322839
leaf_weight=0.0011881426153230838 0.0019092090531312132 0.0012066409187682942 0.0017886527983377617 0.0010129900843097125 0.0010023354646424218
leaf_count=463 426 501 1142 191 398
internal_value=0 -0.00244223 -0.00544096 0.00137887 -0.00848041
internal_weight=0 0.00619876 0.00501062 0.00380398 0.00201533
internal_count=3121 2695 2232 1731 589
is_linear=0
shrinkage=0.1


Tree=6956
num_leaves=7
num_cat=0
split_feature=50 3 133 0 3 16
split_gain=3.38264e-05 3.15946e-05 4.01664e-05 7.47512e-05 5.91819e-05 5.40952e-05
threshold=0.088425000000000017 -0.12018999999999998 0.083950000000000011 -0.10607499999999999 -1.0000000180025095e-35 -0.27167499999999994
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=0.00028221026993205877 -0.00032624257032881643 -0.00024670644078763542 0.00028856902994569032 -0.00071297912399263016 -5.2183311680572734e-05 0.00029537309093805795
leaf_weight=0.0016988882294229199 0.0010716990943422404 0.0011107887571152292 0.0013074179165998281 0.0010425998431889453 0.0010417674552014211 0.0019507366792250913
leaf_count=303 560 154 739 1005 164 196
internal_value=0 4.43028e-05 -1.83283e-05 -9.63017e-05 -0.000382713 9.86947e-05
internal_weight=0 0.0081522 0.00645331 0.00514589 0.00208437 0.00306153
internal_count=3121 2561 2258 1519 1169 350
is_linear=0
shrinkage=0.00196078


Tree=6957
num_leaves=6
num_cat=0
split_feature=4 151 4 1 13
split_gain=1.28973e-05 3.15152e-05 4.1913e-05 4.44711e-05 2.62236e-05
threshold=0.40473500000000007 -0.024429999999999997 -0.0029599999999999995 0.10781 -0.076384999999999995
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -3
right_child=-2 2 3 -5 -6
leaf_value=0.013571281091327892 0.0095137971660123472 0.014418955172902188 -0.02704626373936337 -0.0012029330820692858 -0.004310963031411626
leaf_weight=0.0011296359964796682 0.0012032290676832038 0.0012464750913874089 0.0013088649952464162 0.0013553742395455432 0.0018674003681047636
leaf_count=473 304 614 543 115 1072
internal_value=0 -0.00170492 -0.00469145 -0.013899 0.00318657
internal_weight=0 0.00690775 0.00577811 0.00266424 0.00311388
internal_count=3121 2817 2344 658 1686
is_linear=0
shrinkage=0.1


Tree=6958
num_leaves=6
num_cat=0
split_feature=52 0 47 49 13
split_gain=1.26266e-05 2.42652e-05 4.32801e-05 3.13109e-05 2.48075e-05
threshold=0.11434500000000002 -0.019414999999999998 1.0000000180025095e-35 -0.054984999999999992 -0.033284999999999988
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.0096038522189502793 -0.010061384239962459 0.01196002504348239 -0.015330698339164742 -0.0011741617765205041 0.018802056858462673
leaf_weight=0.0011345612199253909 0.0010878576337624941 0.0016891090223451503 0.0016362430120140338 0.0010760005915887627 0.0014722892889722156
leaf_count=264 501 307 336 964 749
internal_value=0 0.00151816 -0.00179772 0.00421481 0.0103672
internal_weight=0 0.0070082 0.00531909 0.00368285 0.00254829
internal_count=3121 2620 2313 1977 1713
is_linear=0
shrinkage=0.1


Tree=6959
num_leaves=7
num_cat=0
split_feature=157 51 43 2 12 48
split_gain=3.30882e-05 4.77219e-05 5.10255e-05 5.43522e-05 4.46385e-05 6.09052e-05
threshold=-0.06266999999999999 -0.031924999999999995 -0.14968999999999996 0.089885000000000007 0.090995000000000006 0.016865000000000002
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=0.00031980574533528784 -0.0004291567483716042 0.00037665324751183369 -0.0003620491504450242 -0.00015194492317678634 -0.00027338531918032986 0.00042872765927827667
leaf_weight=0.0010570844450012865 0.0010970859612686049 0.0012103895408243012 0.0016850397288520691 0.0011861823080692056 0.001122316897718377 0.0016752862849562832
leaf_count=460 378 215 1187 295 373 213
internal_value=0 -4.93725e-05 1.11949e-05 -6.68366e-05 5.80308e-05 0.000188018
internal_weight=0 0.0079763 0.00687921 0.00566883 0.00398379 0.00286147
internal_count=3121 2661 2283 2068 881 508
is_linear=0
shrinkage=0.00196078


Tree=6960
num_leaves=6
num_cat=0
split_feature=47 457 2 0 3
split_gain=1.2831e-05 3.06305e-05 2.77243e-05 4.65734e-05 4.77414e-05
threshold=0.10254000000000001 0.069910000000000014 0.11510000000000002 -0.10224499999999999 -0.05647499999999999
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.022736735259818591 0.0082048755356524932 0.012927333213427173 0.0098413742533007345 -0.011784524170937317 0.014295845321806605
leaf_weight=0.0015131434387611106 0.0015314223414041976 0.0011418326990225913 0.001011468344482575 0.001712786614215651 0.0011892211137951238
leaf_count=332 252 261 351 1707 218
internal_value=0 -0.00195972 -0.00509215 -0.00851327 -0.00109698
internal_weight=0 0.00656845 0.00542662 0.00441515 0.00290201
internal_count=3121 2869 2608 2257 1925
is_linear=0
shrinkage=0.1


Tree=6961
num_leaves=6
num_cat=0
split_feature=4 52 52 2 0
split_gain=1.23721e-05 1.92005e-05 3.146e-05 3.18957e-05 3.67274e-05
threshold=0.24564500000000003 -0.12005499999999998 -0.057699999999999994 0.10097500000000002 -0.077999999999999986
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.014732781583920116 0.0070084640695744424 0.01320442420995783 -0.0082474593037017551 -0.017091736412642358 0.016404656065075594
leaf_weight=0.0010215587906812285 0.0019059245946277262 0.0013785053294576746 0.0014218628323014995 0.0013052087418261044 0.0010510920641452436
leaf_count=512 426 357 1223 276 327
internal_value=0 -0.0022078 0.000273458 -0.00444455 0.00223055
internal_weight=0 0.00617823 0.00515667 0.00377816 0.00247295
internal_count=3121 2695 2183 1826 1550
is_linear=0
shrinkage=0.1


Tree=6962
num_leaves=7
num_cat=0
split_feature=11 48 0 2 43 2
split_gain=2.9047e-05 3.11391e-05 9.79099e-05 6.73099e-05 4.19757e-05 5.9799e-05
threshold=0.076920000000000002 0.016865000000000002 -0.20211999999999997 0.11237500000000002 -0.17390999999999998 0.084245000000000014
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=0.00019943177329281332 -0.00031480324017654375 -0.00016740967232788795 0.00063197844426155717 0.00040202468731987523 8.5200515926979623e-07 -0.00051588756135078576
leaf_weight=0.0010369055980802371 0.0010057869460825186 0.0011914965031329383 0.0011651003369234896 0.0010644306401772037 0.0017699146479006331 0.0016766621438068089
leaf_count=116 226 82 478 340 740 1139
internal_value=0 3.89788e-05 0.000227807 -4.12303e-05 -0.000146464 -0.000250527
internal_weight=0 0.00790451 0.0023566 0.00554791 0.00448348 0.00344658
internal_count=3121 2895 560 2335 1995 1879
is_linear=0
shrinkage=0.00196078


Tree=6963
num_leaves=6
num_cat=0
split_feature=42 49 12 52 16
split_gain=1.12313e-05 2.46191e-05 3.01386e-05 7.88838e-05 3.81935e-05
threshold=-1.0000000180025095e-35 -0.047584999999999995 0.095330000000000012 -0.0064899999999999992 -0.18708499999999997
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0085579777884966738 0.012322033144215471 -0.019154993122259174 -0.016547634655800617 -0.0027261846277502381 0.020823346159846209
leaf_weight=0.0012971517816762349 0.0016273425982156206 0.0012163352234050274 0.0010905807905121035 0.0011599355398148306 0.0016951752195173747
leaf_count=862 360 615 375 239 670
internal_value=0 0.00159717 -0.00178387 0.00217076 0.011256
internal_weight=0 0.00678937 0.00516203 0.00407145 0.00285511
internal_count=3121 2259 1899 1524 909
is_linear=0
shrinkage=0.1


Tree=6964
num_leaves=6
num_cat=0
split_feature=52 43 12 1 15
split_gain=1.31677e-05 4.14873e-05 7.18847e-05 6.81531e-05 3.23448e-05
threshold=-0.046924999999999988 -0.14968999999999996 0.090840000000000018 0.094385000000000011 -0.053579999999999996
decision_type=2 2 2 2 2
left_child=4 -2 3 -3 -1
right_child=1 2 -4 -5 -6
leaf_value=0.017081509541750205 0.015208126628950429 -0.015682776874150688 -0.027187530239132753 0.01419997186924463 -0.0049221914181673231
leaf_weight=0.0012923944971245118 0.0010272732996493335 0.0013606251847287868 0.0012677188393190029 0.0017382318845872743 0.0013828876296315723
leaf_count=516 184 1005 660 319 437
internal_value=0 -0.00287342 -0.00712725 0.00107926 0.00570751
internal_weight=0 0.00539385 0.00436658 0.00309886 0.00267528
internal_count=3121 2168 1984 1324 953
is_linear=0
shrinkage=0.1


Tree=6965
num_leaves=7
num_cat=0
split_feature=484 1 12 2 151 12
split_gain=1.31247e-05 2.08536e-05 3.64333e-05 4.56137e-05 5.612e-05 3.55984e-05
threshold=0.073690000000000019 0.12873500000000002 0.098810000000000023 0.082850000000000021 -0.0083949999999999979 0.081420000000000006
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=-0.017709712192163916 0.010349848962350684 0.01120353057148828 -0.020254977990369898 -0.014139141956957455 0.0035536482900560616 0.027368065841374346
leaf_weight=0.0011313944094072546 0.0010586097327517962 0.0010764490319459825 0.0011102453463673612 0.0010607699354914213 0.0015595999141988415 0.0010504950054981931
leaf_count=570 394 211 392 297 290 967
internal_value=0 -0.00159834 -0.00392909 -0.000154669 0.00525596 0.0131383
internal_weight=0 0.00698895 0.0059125 0.00480226 0.00367086 0.00261009
internal_count=3121 2727 2516 2124 1554 1257
is_linear=0
shrinkage=0.1


Tree=6966
num_leaves=7
num_cat=0
split_feature=131 13 2 160 16 0
split_gain=2.11364e-05 2.82992e-05 4.25197e-05 3.77077e-05 4.72182e-05 3.47013e-05
threshold=0.078765000000000016 -0.076384999999999995 0.10005000000000001 -0.080719999999999986 -0.018494999999999998 -0.11756999999999999
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=-3.9185445398735545e-05 -0.00026506408021054607 0.00028128627424692238 0.00048469662580109764 -0.00015146635300579558 -0.0003767266653221855 0.00032152058177306207
leaf_weight=0.0012552698298058914 0.0010440628947696465 0.0010681371536115031 0.0011334905654842575 0.0014413410935228612 0.0017562254184275801 0.0010172458123695039
leaf_count=809 516 247 251 160 503 635
internal_value=0 3.23001e-05 0.000209402 -4.7779e-05 -0.000131172 4.4233e-05
internal_weight=0 0.00767171 0.00238876 0.00528295 0.00421481 0.00245859
internal_count=3121 2605 1060 1545 1298 795
is_linear=0
shrinkage=0.00196078


Tree=6967
num_leaves=6
num_cat=0
split_feature=4 2 13 16 43
split_gain=1.25427e-05 1.89947e-05 2.96215e-05 4.29698e-05 7.80294e-05
threshold=0.24564500000000003 0.10981000000000002 0.0076650000000000008 -0.088159999999999988 -0.072864999999999985
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.015659773750027649 0.0070883570822453659 0.0078971239296645925 -0.019140017203062097 0.012941200798436178 -0.023194499096586149
leaf_weight=0.0011018787913183699 0.0018941409024032631 0.0014255977104529419 0.0011615487954584162 0.0010259166182231619 0.0014311912220598029
leaf_count=466 426 377 345 658 849
internal_value=0 -0.00221895 -0.00527399 -0.000748527 -0.00810675
internal_weight=0 0.00614613 0.00472054 0.00355899 0.00245711
internal_count=3121 2695 2318 1973 1507
is_linear=0
shrinkage=0.1


Tree=6968
num_leaves=6
num_cat=0
split_feature=52 12 13 16 16
split_gain=1.26418e-05 3.45213e-05 2.97712e-05 3.76895e-05 4.03469e-05
threshold=0.11434500000000002 0.095110000000000014 -0.084034999999999985 -0.073849999999999985 0.033715000000000009
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.0098243967356752351 -0.010131934550286307 0.014107593795460244 -0.019687955332793692 0.015470545704822867 -0.010736149947032607
leaf_weight=0.0014444323858593361 0.0010721543667917407 0.001661628553918131 0.0014571705213562119 0.0010437674183495459 0.0013438168782006178
leaf_count=697 501 558 645 390 330
internal_value=0 0.00153418 -0.00241583 -0.00701436 0.000720491
internal_weight=0 0.00695082 0.00528919 0.00384475 0.00238758
internal_count=3121 2620 2062 1365 720
is_linear=0
shrinkage=0.1


Tree=6969
num_leaves=7
num_cat=0
split_feature=11 43 12 13 52 16
split_gain=3.05109e-05 2.7336e-05 6.05263e-05 4.39608e-05 4.09397e-05 5.66029e-05
threshold=1.0000000180025095e-35 -0.04890499999999999 0.051320000000000005 -0.095304999999999987 -0.066844999999999988 -0.074929999999999983
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=0.00056316023039059825 -0.00032850439914193275 0.00021407671201062749 -3.5308374651466353e-05 -0.00050185553147604194 -0.00030145995659573515 0.00031230538301282141
leaf_weight=0.0010430052863204221 0.0010090930058106315 0.0016131029401564231 0.0017230250835521116 0.0010454899386205421 0.0013333296010337474 0.0010193299792445975
leaf_count=286 244 270 1085 224 638 374
internal_value=0 3.38912e-05 0.00019036 -5.2474e-05 -0.000179006 -3.55356e-05
internal_weight=0 0.00777728 0.00276603 0.00501125 0.00339815 0.00235266
internal_count=3121 2877 1371 1506 1236 1012
is_linear=0
shrinkage=0.00196078


Tree=6970
num_leaves=6
num_cat=0
split_feature=50 160 4 1 3
split_gain=1.22275e-05 2.67791e-05 2.6478e-05 2.91496e-05 3.66143e-05
threshold=0.079410000000000008 -0.027994999999999996 0.24564500000000003 0.086560000000000012 -0.055119999999999995
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.013868212062580265 -0.0099511780019122514 -0.010633151430777765 0.010561202525985806 -0.014436226362478722 0.014960927872040765
leaf_weight=0.0013994390818686331 0.0010755945518791587 0.0011086684063427133 0.0013515078894571304 0.0019597233335660832 0.0011272780964795925
leaf_count=625 609 1007 292 465 123
internal_value=0 0.00150674 -0.00161181 -0.00553297 0.0022704
internal_weight=0 0.00694662 0.00554718 0.00419567 0.00223595
internal_count=3121 2512 1887 1595 1130
is_linear=0
shrinkage=0.1


Tree=6971
num_leaves=7
num_cat=0
split_feature=51 43 16 2 51 0
split_gain=1.20768e-05 2.69429e-05 4.82264e-05 9.127e-05 5.49227e-05 3.32434e-05
threshold=-0.090529999999999985 -0.16318499999999997 -0.056919999999999991 0.097220000000000015 0.081440000000000026 -0.10224499999999999
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=0.009549734724420552 0.013548599456793734 -0.014166142087581624 -0.037877039217346545 0.0026326392637447682 0.022482499052923641 0.0088446933530691805
leaf_weight=0.001130971067905568 0.001002788592236431 0.001542733943899279 0.0010163482907256727 0.0012283742316093664 0.0010298674926264074 0.0010586581230076113
leaf_count=407 193 292 711 291 321 906
internal_value=0 -0.00160103 -0.00418645 -0.015709 0.00293642 -0.00480169
internal_weight=0 0.00687877 0.00587598 0.00224472 0.00363126 0.00260139
internal_count=3121 2714 2521 1002 1519 1198
is_linear=0
shrinkage=0.1


Tree=6972
num_leaves=7
num_cat=0
split_feature=11 13 13 12 48 4
split_gain=3.46583e-05 3.14946e-05 3.42817e-05 5.07014e-05 4.32583e-05 1.52041e-05
threshold=1.0000000180025095e-35 -0.091054999999999983 0.11217000000000001 0.084100000000000022 0.086260000000000017 0.033845000000000007
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=0.0001584843019760624 -0.00044449044907008496 0.00025347337143195663 0.00014835280987799359 -0.00056169449851221117 -0.00037962726010471961 -8.1500088776866259e-05
leaf_weight=0.0019295248655078505 0.0010114924821164996 0.0010304893918882956 0.0013102615508706721 0.0011770548081098584 0.0012295085990552085 0.0010535888125456174
leaf_count=396 244 311 195 1559 196 220
internal_value=0 -5.85201e-05 -0.000130701 -0.000212123 -8.79473e-05 8.41303e-05
internal_weight=0 0.00773043 0.0058009 0.00449064 0.00331359 0.00208408
internal_count=3121 2877 2481 2286 727 531
is_linear=0
shrinkage=0.00196078


Tree=6973
num_leaves=7
num_cat=0
split_feature=11 13 49 12 16 15
split_gain=2.9523e-05 4.63111e-05 3.63696e-05 6.18738e-05 8.59408e-05 1.40902e-05
threshold=1.0000000180025095e-35 -0.091054999999999983 -0.054984999999999992 0.051320000000000005 -0.074319999999999983 -0.016799999999999995
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=0.00029741656996055992 -0.0003167164410342003 -0.00033343278162851738 -0.00023679507158559155 -0.00029988156756037689 0.00026930015775908389 0.00059818032288981864
leaf_weight=0.0019795416175471528 0.0010206074544678772 0.0013378775717252534 0.0011604793377691302 0.0014625236486286494 0.0010015365155937182 0.0010018413829515883
leaf_count=396 244 258 219 1728 154 122
internal_value=0 3.75478e-05 -4.87028e-05 3.36367e-05 0.000187809 0.000433765
internal_weight=0 0.0079438 0.00596426 0.00462638 0.00316386 0.00200338
internal_count=3121 2877 2481 2223 495 276
is_linear=0
shrinkage=0.00196078


Tree=6974
num_leaves=8
num_cat=0
split_feature=131 13 15 2 0 3 42
split_gain=3.373e-05 5.03047e-05 4.65714e-05 5.96487e-05 6.76105e-05 4.15371e-05 2.74545e-05
threshold=0.078765000000000016 -0.23438999999999996 -0.11713499999999999 0.091545000000000015 -0.10607499999999999 0.013900000000000001 1.0000000180025095e-35
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=0.00043791065373431333 -0.00032715628387447053 -0.00033614889402802049 0.00063025113333590229 5.6605975382397176e-05 -0.00020031969574675694 -0.00043819514745955753 0.00025686424191233162
leaf_weight=0.0010446239960593424 0.0011179692100206371 0.001453347197791062 0.001104141848324931 0.0014913757298899251 0.001016353637512536 0.0011593391685336685 0.0010037233984303766
leaf_count=138 516 353 120 733 471 120 670
internal_value=0 3.57101e-05 -2.24155e-05 5.65402e-05 0.000240096 -0.000159804 2.6843e-05
internal_weight=0 0.0082729 0.00722828 0.00577493 0.00312422 0.00265071 0.00202008
internal_count=3121 2605 2467 2114 1261 853 1141
is_linear=0
shrinkage=0.00196078


Tree=6975
num_leaves=7
num_cat=0
split_feature=11 13 13 12 48 4
split_gain=3.12881e-05 3.6842e-05 4.04621e-05 5.02905e-05 5.28818e-05 1.14552e-05
threshold=1.0000000180025095e-35 -0.091054999999999983 0.11217000000000001 0.084100000000000022 0.086260000000000017 0.033845000000000007
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=0.00026725213858095031 -0.00033237658549132399 0.00032393977093084594 0.00025559644412151118 -0.00047617833307598997 -0.00032813339194426701 3.5906891237914278e-05
leaf_weight=0.0019555360540285038 0.0010117817163665293 0.0010612930081664012 0.0013465287659297012 0.0011983690962399478 0.0012525753142827818 0.0010621294033138374
leaf_count=396 244 311 195 1559 196 220
internal_value=0 3.39078e-05 -4.31604e-05 -0.000131104 -8.61346e-06 0.000179867
internal_weight=0 0.00787643 0.0059209 0.00457437 0.003376 0.00212342
internal_count=3121 2877 2481 2286 727 531
is_linear=0
shrinkage=0.00196078


Tree=6976
num_leaves=8
num_cat=0
split_feature=50 15 42 43 3 0 16
split_gain=2.53694e-05 3.37478e-05 3.94456e-05 4.85911e-05 6.22743e-05 7.1546e-05 5.05675e-05
threshold=0.088425000000000017 -0.15026499999999995 0.091735000000000025 0.05259500000000001 -0.082094999999999987 -0.10151999999999999 -0.092484999999999984
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=0.00036453703084889306 -0.0002996245679307742 0.00031081013591064977 -0.00037362308705372188 0.00039888125590634572 -0.00030855110455044237 -0.00060940463413000309 0.00028815746393387725
leaf_weight=0.001010320422138394 0.0010131540746066243 0.0013248110020997904 0.0010268273115946131 0.001177195257601826 0.0010248372127556284 0.0010683429852514715 0.0011686639233204218
leaf_count=326 560 877 444 189 130 449 146
internal_value=0 3.01846e-05 -1.95605e-05 4.35156e-05 -4.76914e-05 -0.000193298 9.36611e-06
internal_weight=0 0.007801 0.00679068 0.00576385 0.00458666 0.00326184 0.0021935
internal_count=3121 2561 2235 1791 1602 725 276
is_linear=0
shrinkage=0.00196078


Tree=6977
num_leaves=6
num_cat=0
split_feature=50 3 0 49 4
split_gain=1.26625e-05 2.6097e-05 4.46295e-05 4.3206e-05 3.51859e-05
threshold=0.079410000000000008 -0.12018999999999998 -0.10011499999999998 -0.006494999999999999 -0.083854999999999985
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -4
right_child=-2 2 4 -5 -6
leaf_value=0.01330641732664491 -0.010204245445878344 -0.0070869345770541194 0.0010790880770005569 0.016215566786379351 -0.023737984956492805
leaf_weight=0.0014617706058682447 0.0010812766296168586 0.0014304895371616932 0.0010551916292895597 0.0017930041013074927 0.0012458144492368721
leaf_count=293 609 207 370 275 1367
internal_value=0 0.00142469 -0.00171919 0.00587462 -0.0123574
internal_weight=0 0.00698627 0.0055245 0.00322349 0.00230101
internal_count=3121 2512 2219 482 1737
is_linear=0
shrinkage=0.1


Tree=6978
num_leaves=6
num_cat=0
split_feature=52 52 0 2 0
split_gain=1.38788e-05 3.4033e-05 2.59362e-05 4.4151e-05 5.36439e-05
threshold=-0.081429999999999989 -0.0064899999999999992 -0.14001499999999997 0.10097500000000002 -0.077999999999999986
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=0.0072420578203224841 -0.018413522276470948 0.01200640221590598 -0.0087778402469977507 -0.0204415729876972 0.021404391519245791
leaf_weight=0.0019423530471211837 0.0010972989195467305 0.0015059462654135368 0.0014097558889053445 0.0010855260694557648 0.0010112949461968202
leaf_count=771 438 234 999 338 341
internal_value=0 -0.00246201 0.00102996 -0.00368403 0.00382955
internal_weight=0 0.00610982 0.00501252 0.00350658 0.00242105
internal_count=3121 2350 1912 1678 1340
is_linear=0
shrinkage=0.1


Tree=6979
num_leaves=7
num_cat=0
split_feature=52 15 2 2 16 52
split_gain=1.20474e-05 3.32297e-05 4.47605e-05 7.83494e-05 4.62157e-05 3.01289e-05
threshold=-0.046924999999999988 -0.11713499999999999 0.09167500000000002 0.11018500000000002 -0.083539999999999989 -0.088204999999999992
decision_type=2 2 2 2 2 2
left_child=5 -2 4 -4 -3 -1
right_child=1 2 3 -5 -6 -7
leaf_value=-0.0029474803868173409 -0.017366062894341658 0.026607817406202352 -0.028583942512965522 0.010576296408082355 -0.0030901561155892623 0.018897609416489918
leaf_weight=0.0016587931978223548 0.0012179888816165503 0.0010433327528423728 0.001027175310257706 0.0010165232544775765 0.0010527300920688087 0.0010193248432125439
leaf_count=680 367 476 373 205 747 273
internal_value=0 -0.00284702 0.00142473 -0.00910588 0.0116923 0.00536703
internal_weight=0 0.00535775 0.00413976 0.0020437 0.00209606 0.00267812
internal_count=3121 2168 1801 578 1223 953
is_linear=0
shrinkage=0.1


Tree=6980
num_leaves=7
num_cat=0
split_feature=1 3 12 43 0 15
split_gain=3.35251e-05 4.05362e-05 0.000115942 2.90575e-05 3.38251e-05 5.1625e-05
threshold=0.10293500000000001 0.11296500000000002 0.091200000000000017 -0.12152999999999999 -0.082974999999999979 -0.0063699999999999989
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=0.00018581125437845312 0.00078840341945288597 -0.00010937386195291204 -0.00010397010968508498 -0.00028272832565691148 -0.00039598644179245996 0.0002973216730632473
leaf_weight=0.0010020512575685155 0.0010167627968890409 0.0016176334798421203 0.0012454037421626924 0.001389665211258389 0.001725274798689759 0.0010250485031979243
leaf_count=257 299 213 224 690 967 471
internal_value=0 0.000127637 0.00029712 -0.000113792 -0.000186308 -3.64965e-05
internal_weight=0 0.0038798 0.00226217 0.00514204 0.00413999 0.00241471
internal_count=3121 736 523 2385 2128 1161
is_linear=0
shrinkage=0.00196078


Tree=6981
num_leaves=7
num_cat=0
split_feature=11 43 1 3 43 13
split_gain=3.32834e-05 3.14457e-05 5.62951e-05 7.32904e-05 7.32633e-05 4.6688e-05
threshold=1.0000000180025095e-35 -0.16318499999999997 0.10089500000000001 0.12178000000000001 -0.0037449999999999996 -0.095304999999999987
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=0.00032800832997754672 -0.00033998098500085766 -0.00060010685390779874 0.00046405078977002691 -0.00018453195369220305 0.00030647671583334965 -0.00020480596021658362
leaf_weight=0.0012214315144546458 0.0010059080094711953 0.001078838335282886 0.0016448448926988637 0.0011300496029313615 0.0011435841944291902 0.0017185775508764657
leaf_count=180 244 1371 428 183 101 614
internal_value=0 3.86137e-05 -1.4019e-05 0.000199922 -0.000164656 -5.21633e-07
internal_weight=0 0.00793733 0.00671589 0.00277489 0.003941 0.00286216
internal_count=3121 2877 2697 611 2086 715
is_linear=0
shrinkage=0.00196078


Tree=6982
num_leaves=7
num_cat=0
split_feature=11 43 12 160 52 1
split_gain=4.27895e-05 2.93431e-05 5.23215e-05 4.75357e-05 3.69977e-05 9.69378e-05
threshold=0.076920000000000002 -0.04890499999999999 0.051320000000000005 1.0000000180025095e-35 0.077655000000000016 0.10612500000000001
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=0.00054525116299995616 -0.00038874514173900456 0.00022796288792478929 -6.1195945655695216e-06 -0.00041215367685115337 0.00035518886303918562 -0.00049163811608534259
leaf_weight=0.0010569160950493028 0.0010109125351691556 0.0017686967742264691 0.0017694722538641986 0.0010900644689288705 0.0011048439883628931 0.0012135588704080156
leaf_count=286 226 574 1091 186 555 203
internal_value=0 3.93795e-05 0.000200063 -4.83431e-05 4.86882e-05 -6.48618e-05
internal_weight=0 0.00800355 0.00282639 0.00517716 0.0040871 0.00298226
internal_count=3121 2895 1377 1518 1332 777
is_linear=0
shrinkage=0.00196078


Tree=6983
num_leaves=6
num_cat=0
split_feature=0 1 16 0 4
split_gain=1.45728e-05 3.41943e-05 3.07236e-05 6.07665e-05 2.94011e-05
threshold=-0.060129999999999996 0.08844500000000001 -0.056919999999999991 -0.18113999999999997 -0.35136499999999998
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -2
right_child=4 2 -4 -5 -6
leaf_value=-0.016630605717621923 -0.0055956522145566194 -0.01051933417613949 -0.013170469874633198 0.019084049803421304 0.01510523957375509
leaf_weight=0.0013939603539676396 0.0012503586665838175 0.001175297350354737 0.0010327826897780163 0.0016911071948395133 0.0015203398816531568
leaf_count=1665 227 111 362 410 346
internal_value=0 -0.00318805 0.00161767 0.00694592 0.00576336
internal_weight=0 0.00529315 0.00389919 0.0028664 0.0027707
internal_count=3121 2548 883 521 573
is_linear=0
shrinkage=0.1


Tree=6984
num_leaves=6
num_cat=0
split_feature=0 42 15 0 2
split_gain=1.27924e-05 2.31624e-05 4.77722e-05 4.15142e-05 5.50561e-05
threshold=-0.019414999999999998 0.090310000000000015 0.024640000000000006 -0.10151999999999999 0.11215000000000001
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.016757201122688772 0.0069032250020767127 0.010219793121510898 -0.02457118938566577 -0.016981025490712943 -0.012396745694529575
leaf_weight=0.0017749499411829287 0.0019694544772963169 0.0011780257287037545 0.0010270618150785595 0.0010782428891809859 0.001019994482439047
leaf_count=277 365 721 783 829 146
internal_value=0 -0.00237042 -0.00539712 -0.000312685 0.00611768
internal_weight=0 0.00607827 0.00490025 0.00387319 0.00279494
internal_count=3121 2756 2035 1252 423
is_linear=0
shrinkage=0.1


Tree=6985
num_leaves=7
num_cat=0
split_feature=131 13 160 16 0 0
split_gain=2.93796e-05 3.32992e-05 3.76559e-05 4.37744e-05 3.58887e-05 3.05573e-05
threshold=0.078765000000000016 -0.076384999999999995 -0.080719999999999986 -0.018494999999999998 -0.084269999999999984 -0.11756999999999999
decision_type=2 2 2 2 2 2
left_child=1 4 -3 5 -1 -4
right_child=-2 2 3 -5 -6 -7
leaf_value=-8.5409364450270769e-06 -0.00031311545524487417 0.0002789308925809983 -0.00014646717322126354 -0.00036833998029645564 0.00047252473610987346 0.00029616457820455695
leaf_weight=0.0012040717632385235 0.001045413554249342 0.0010728901148311801 0.0014552619621916623 0.0017635922458705119 0.0011810432554835977 0.0010198760661884129
leaf_count=687 516 247 160 503 373 635
internal_value=0 3.72043e-05 -4.92197e-05 -0.00013228 0.00022967 3.59184e-05
internal_weight=0 0.00769674 0.00531162 0.00423873 0.00238512 0.00247514
internal_count=3121 2605 1545 1298 1060 795
is_linear=0
shrinkage=0.00196078


Tree=6986
num_leaves=7
num_cat=0
split_feature=11 2 4 0 12 4
split_gain=3.19969e-05 3.40412e-05 6.38365e-05 4.76842e-05 5.56728e-05 4.47488e-05
threshold=1.0000000180025095e-35 0.098260000000000014 0.033845000000000007 -0.053834999999999994 0.088305000000000008 0.0049200000000000008
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=-0.00044425499646209219 -0.00033615330647836922 0.0004424532444264244 -0.00010494170609278744 -0.00040563473126509013 0.00036476524227949244 0.00013732276597810806
leaf_weight=0.0010245404151647843 0.0010097656493668209 0.0017526335119894313 0.0015377306801395963 0.001226327780013233 0.0012933326454152927 0.0010101929318650732
leaf_count=831 244 407 405 194 862 178
internal_value=0 3.46694e-05 0.000186632 -7.51171e-05 4.66722e-05 -0.000155517
internal_weight=0 0.00784476 0.00329036 0.00455439 0.00332807 0.00203473
internal_count=3121 2877 812 2065 1871 1009
is_linear=0
shrinkage=0.00196078


Tree=6987
num_leaves=7
num_cat=0
split_feature=3 13 48 2 15 2
split_gain=1.3324e-05 2.31592e-05 4.23889e-05 5.04137e-05 3.11122e-05 2.71527e-05
threshold=0.13524500000000003 -0.095539999999999986 0.091545000000000015 0.084245000000000014 -0.016799999999999995 0.099185000000000009
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=-0.015513619103482963 0.009606794119338501 -0.0037028547033398397 0.018426843009278389 -0.025725425169290411 0.019543977463353963 -0.0042851452141638704
leaf_weight=0.0010443775468950154 0.0012029810400812592 0.0012401109368127454 0.0010908430938577499 0.0010431587959725079 0.0010745652717905779 0.0013617728130710701
leaf_count=217 192 303 283 1054 496 576
internal_value=0 -0.00180355 0.00066071 -0.00344558 0.00708925 -0.013585
internal_weight=0 0.00685483 0.00581045 0.00471961 0.00231468 0.00240493
internal_count=3121 2929 2712 2429 799 1630
is_linear=0
shrinkage=0.1


Tree=6988
num_leaves=5
num_cat=0
split_feature=52 52 43 2
split_gain=1.1884e-05 3.24125e-05 2.68738e-05 6.20231e-05
threshold=-0.081429999999999989 -0.0064899999999999992 -0.0037449999999999996 0.10613000000000002
decision_type=2 2 2 2
left_child=-1 -2 -3 -4
right_child=1 2 3 -5
leaf_value=0.0067215359140778176 -0.017852065592676544 -0.0083681759490118312 0.019583174610819112 -0.0086452156190519151
leaf_weight=0.0019422552401142396 0.0010940764682029142 0.0018626055432053516 0.0017177669301788453 0.0014232874093207935
leaf_count=771 438 1126 570 216
internal_value=0 -0.00226042 0.00114878 0.00679221
internal_weight=0 0.00609774 0.00500366 0.00314105
internal_count=3121 2350 1912 786
is_linear=0
shrinkage=0.1


Tree=6989
num_leaves=7
num_cat=0
split_feature=4 150 48 15 3 15
split_gain=1.26297e-05 2.00496e-05 3.36304e-05 5.4622e-05 4.16488e-05 2.91064e-05
threshold=0.27834500000000006 0.087170000000000011 0.083985000000000018 -0.016799999999999995 -0.0087149999999999988 1.0000000180025095e-35
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=-0.021344532866118988 0.0088496003800179433 -0.014457129969383004 0.015148003865984007 -0.017292890148474023 0.018644010737071955 0.0066701588007285597
leaf_weight=0.0012400707614830518 0.0013225480551566811 0.0010607182319812029 0.0012303437011998517 0.0010049393339377527 0.0011459881414701682 0.0010227314178015887
leaf_count=589 340 261 423 285 137 1086
internal_value=0 -0.00184303 0.0005276 -0.00354789 0.00340594 -0.00520623
internal_weight=0 0.00670479 0.00564407 0.00441373 0.00317366 0.00202767
internal_count=3121 2781 2520 2097 1508 1371
is_linear=0
shrinkage=0.1


Tree=6990
num_leaves=7
num_cat=0
split_feature=16 4 16 12 151 2
split_gain=1.24175e-05 4.1319e-05 4.02596e-05 1.90709e-05 2.81355e-05 7.46264e-05
threshold=0.38525000000000004 -0.27825499999999997 0.0065250000000000004 0.090995000000000006 -0.0083949999999999979 0.089885000000000007
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=-0.019578546385236605 0.0096866387059062874 -0.011500580293812245 0.019743381450424119 -0.012712959608710439 -0.012249067487940668 0.023233669085093153
leaf_weight=0.0010845510467385059 0.0011210002695416664 0.0011167574752458196 0.0010180810781832217 0.0012604259266511342 0.0010541304016411113 0.0013541820976935483
leaf_count=155 311 382 356 671 901 345
internal_value=0 -0.0016623 0.00168582 -0.00215581 0.00161902 0.0077027
internal_weight=0 0.00688813 0.00580358 0.0047855 0.00352507 0.00240831
internal_count=3121 2810 2655 2299 1628 1246
is_linear=0
shrinkage=0.1


Tree=6991
num_leaves=7
num_cat=0
split_feature=131 13 160 15 0 43
split_gain=1.95632e-05 2.93238e-05 4.20867e-05 4.367e-05 4.33481e-05 3.76466e-05
threshold=0.078765000000000016 -0.076384999999999995 -0.080719999999999986 -0.0040799999999999994 -0.11437499999999999 1.0000000180025095e-35
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=0.00042349696644536155 -0.00025813701730867275 0.00029569533097122136 -0.0001989019155825965 -0.00039739047241890116 0.00031995808930794121 -7.6442913743338586e-05
leaf_weight=0.0013524537217037367 0.0010421353457051611 0.001055300239242522 0.001492928303192869 0.0015949436325600318 0.0010575972039889229 0.0010127244346335804
leaf_count=853 516 247 176 727 395 207
internal_value=0 2.8419e-05 -5.39012e-05 -0.000142897 1.62478e-05 0.000209432
internal_weight=0 0.00756595 0.00520077 0.00414547 0.00255053 0.00236518
internal_count=3121 2605 1545 1298 571 1060
is_linear=0
shrinkage=0.00196078


Tree=6992
num_leaves=6
num_cat=0
split_feature=0 4 43 51 15
split_gain=1.28301e-05 2.47415e-05 3.79485e-05 4.88803e-05 2.69734e-05
threshold=-1.0000000180025095e-35 -0.059649999999999988 -0.079329999999999984 -0.0078149999999999973 -0.095869999999999983
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.014781318325241996 0.0076497127264484755 -0.013790947939111443 0.024932595252297182 -0.010044006402849607 0.0097851503099174106
leaf_weight=0.0012441595952945748 0.0016963467213653907 0.001297061375559596 0.0010043461730411167 0.0014769856603626282 0.0012809694758640904
leaf_count=1054 325 747 284 312 399
internal_value=0 -0.0021476 0.000959187 0.00604433 -0.000834087
internal_weight=0 0.00630352 0.00505936 0.0037623 0.00275796
internal_count=3121 2796 1742 995 711
is_linear=0
shrinkage=0.1


Tree=6993
num_leaves=7
num_cat=0
split_feature=157 160 52 12 4 1
split_gain=2.36085e-05 6.12577e-05 4.60594e-05 4.21048e-05 6.53188e-05 5.69698e-05
threshold=-0.06266999999999999 -1.0000000180025095e-35 0.10347000000000002 0.086700000000000013 0.09173000000000002 0.094090000000000021
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=0.0002716594899979084 -0.00045598842888163642 -0.00048658125366812024 0.00041392912998998942 -0.00015427533544754523 0.00047146635153689229 4.2774988448837002e-05
leaf_weight=0.0010462903509566466 0.001169831382279064 0.0013914889533275228 0.0010199830356084497 0.0013257650988020486 0.0012424154375131145 0.0017834746617435106
leaf_count=460 654 420 194 852 153 388
internal_value=0 -4.16981e-05 2.99626e-05 -3.82299e-05 0.000148441 -0.000189226
internal_weight=0 0.00793296 0.00676313 0.00574314 0.00256818 0.00317496
internal_count=3121 2661 2007 1813 1005 808
is_linear=0
shrinkage=0.00196078


Tree=6994
num_leaves=7
num_cat=0
split_feature=11 43 12 13 52 16
split_gain=3.57218e-05 3.93616e-05 5.74148e-05 5.4949e-05 4.67146e-05 5.56704e-05
threshold=0.076920000000000002 -0.04890499999999999 0.051320000000000005 -0.095304999999999987 -0.066844999999999988 -0.074929999999999983
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=0.00058004233917958786 -0.00035019651599037564 0.00022615670878422685 7.5111632167493317e-06 -0.00054476266213062091 -0.00031111256120452106 0.000288132690382726
leaf_weight=0.001078122678898476 0.0010262135337261212 0.0016959562398864867 0.0017939764422230746 0.0010721570253522544 0.0013863174991490148 0.0010455790188405104
leaf_count=286 226 279 1091 224 640 375
internal_value=0 3.81904e-05 0.000222427 -6.35681e-05 -0.000203794 -5.34707e-05
internal_weight=0 0.00807211 0.0028721 0.00520001 0.00350405 0.0024319
internal_count=3121 2895 1377 1518 1239 1015
is_linear=0
shrinkage=0.00196078


Tree=6995
num_leaves=7
num_cat=0
split_feature=11 43 12 2 2 4
split_gain=3.06927e-05 3.24323e-05 5.04349e-05 4.64699e-05 4.16881e-05 5.40748e-05
threshold=1.0000000180025095e-35 -0.04890499999999999 0.051320000000000005 0.089885000000000007 0.10613000000000002 0.055260000000000011
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=0.00055005710360152911 -0.00032267251499449695 -0.00035779780537933297 4.8800702493759167e-06 0.00031532708421825754 0.00018424270671905555 -0.00043479439400714582
leaf_weight=0.0010472179996905628 0.0010119949990838014 0.0013953176560316345 0.0017304473674589515 0.0014900107903377982 0.0011397862203184643 0.0010353366597797239
leaf_count=286 244 808 1085 335 174 189
internal_value=0 4.0177e-05 0.000210419 -5.32684e-05 6.26661e-05 -0.000110413
internal_weight=0 0.00783812 0.00277767 0.00506045 0.00366513 0.00217512
internal_count=3121 2877 1371 1506 698 363
is_linear=0
shrinkage=0.00196078


Tree=6996
num_leaves=6
num_cat=0
split_feature=43 3 52 16 0
split_gain=1.46333e-05 3.9404e-05 2.07686e-05 5.46724e-05 3.37139e-05
threshold=-0.04890499999999999 -0.077774999999999983 -0.069804999999999992 -0.008904999999999998 -0.10474999999999998
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.004004627866628487 -0.014412480245098303 0.019683653473746981 -0.015855421056922638 0.019549196830794507 0.0066732029583681579
leaf_weight=0.0017339979285302435 0.0012639901938281844 0.0011801449440233577 0.0016946826429035805 0.0010719547549204208 0.0010924816213145833
leaf_count=960 359 495 281 165 861
internal_value=0 0.00558845 -0.00328725 0.000356636 -0.0070249
internal_weight=0 0.00291414 0.00512311 0.00385912 0.00278716
internal_count=3121 1455 1666 1307 1142
is_linear=0
shrinkage=0.1


Tree=6997
num_leaves=7
num_cat=0
split_feature=50 484 43 43 2 2
split_gain=2.38846e-05 2.70542e-05 3.61e-05 6.03647e-05 4.11764e-05 3.1953e-05
threshold=0.088425000000000017 0.073690000000000019 -0.14968999999999996 -0.00067499999999999993 0.10613000000000002 0.089885000000000007
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=0.00026552415790055841 -0.00028881632779081718 0.00032713205752010857 -0.00046296227480544969 -5.2395351787984243e-05 -0.00020048946430445722 0.00042013627878547386
leaf_weight=0.0014023885364987092 0.001002838331836277 0.001038879694307375 0.0012569231470158349 0.0010047553490613737 0.0016798851493233422 0.0012160990543319376
leaf_count=212 560 342 1190 286 306 225
internal_value=0 3.31355e-05 -1.34231e-05 -8.927e-05 3.11437e-05 0.000206354
internal_weight=0 0.00759893 0.00656005 0.00515766 0.00390074 0.00222085
internal_count=3121 2561 2219 2007 817 511
is_linear=0
shrinkage=0.00196078


Tree=6998
num_leaves=7
num_cat=0
split_feature=131 13 160 16 43 0
split_gain=3.32518e-05 4.78752e-05 7.48607e-05 6.33906e-05 4.45948e-05 2.77442e-05
threshold=0.078765000000000016 -0.076384999999999995 -0.081069999999999989 -0.018494999999999998 1.0000000180025095e-35 -0.11756999999999999
decision_type=2 2 2 2 2 2
left_child=1 4 -3 5 -1 -4
right_child=-2 2 3 -5 -6 -7
leaf_value=0.00049259081246374743 -0.00032551664860964107 0.00041753667440546559 -0.00013955418878317956 -0.00044241373113290602 -3.8809649926454981e-05 0.000278665923153573
leaf_weight=0.0014218518353339275 0.0010887452724671403 0.0010147746796925075 0.0014951054756869493 0.0019094572992981538 0.0010596427074998764 0.0010299687083552822
leaf_count=853 516 238 161 511 207 635
internal_value=0 3.99167e-05 -6.28879e-05 -0.000172826 0.000265673 3.10363e-05
internal_weight=0 0.0079308 0.00544931 0.00443453 0.00248149 0.00252507
internal_count=3121 2605 1545 1307 1060 796
is_linear=0
shrinkage=0.00196078


Tree=6999
num_leaves=6
num_cat=0
split_feature=131 150 15 47 16
split_gain=1.82686e-05 3.12333e-05 4.73413e-05 4.9953e-05 4.40066e-05
threshold=0.078765000000000016 0.080470000000000014 -0.037864999999999989 0.092710000000000015 0.013515000000000001
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -4
right_child=-2 -3 4 -5 -6
leaf_value=2.3069466936523164e-05 -0.00024765196119958189 0.00028789086283478556 -0.00011917256123755749 -0.00054757913353436518 0.00030644291574506342
leaf_weight=0.0012326628822251814 0.0010475717635830021 0.0014450321248182067 0.0017776704933560893 0.0011308110702710715 0.0019679629482748382
leaf_count=671 516 358 1037 200 339
internal_value=0 2.86543e-05 -3.26648e-05 -0.000249959 0.000104447
internal_weight=0 0.00755414 0.00610911 0.00236347 0.00374563
internal_count=3121 2605 2247 871 1376
is_linear=0
shrinkage=0.00196078


Tree=7000
num_leaves=6
num_cat=0
split_feature=52 13 2 48 43
split_gain=1.31689e-05 2.52387e-05 3.56466e-05 7.18842e-05 3.05279e-05
threshold=0.11434500000000002 -0.094514999999999988 0.11215000000000001 0.083985000000000018 -0.074359999999999996
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.011456852876576454 -0.010276667004275541 0.0024853231178581653 -0.018464679074255939 0.023802018059059418 -0.018271876442854034
leaf_weight=0.0018728235508942747 0.0010928317855904588 0.0017196957247642415 0.0010572842745184014 0.0011121293247619273 0.0012050034454329684
leaf_count=318 501 672 313 328 989
internal_value=0 0.0015303 -0.00211915 0.00216191 -0.00606684
internal_weight=0 0.00696694 0.00509411 0.00403683 0.0029247
internal_count=3121 2620 2302 1989 1661
is_linear=0
shrinkage=0.1


Tree=7001
num_leaves=6
num_cat=0
split_feature=4 151 16 2 2
split_gain=1.34356e-05 2.72994e-05 3.78976e-05 3.73216e-05 4.56566e-05
threshold=0.40473500000000007 -0.024429999999999997 -0.092484999999999984 0.10672500000000001 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=0.012547473450063252 0.0097169263887738715 -0.016607355558555598 0.0042880187239192217 0.017221683200379853 -0.022028856073413462
leaf_weight=0.0011147056772379893 0.0011957434773910598 0.0017931364741745285 0.0018912129432403293 0.0010362314630579907 0.0010119735679322596
leaf_count=473 304 482 1089 329 444
internal_value=0 -0.0017715 -0.00455585 0.000929728 -0.00488534
internal_weight=0 0.00684726 0.00573255 0.00393942 0.00290319
internal_count=3121 2817 2344 1862 1533
is_linear=0
shrinkage=0.1


Tree=7002
num_leaves=6
num_cat=0
split_feature=4 52 4 133 16
split_gain=1.20603e-05 1.86051e-05 2.72042e-05 3.58537e-05 8.92966e-05
threshold=0.24564500000000003 -0.12005499999999998 -0.0016099999999999997 1.0000000180025095e-35 -0.0073349999999999986
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.014564222354827586 0.0069085894872708085 -0.0064148727355669045 -0.0094876302700855168 -0.0096568453954244803 0.033579231437494514
leaf_weight=0.0010174085897779912 0.0018976030840212555 0.0011596489310742779 0.0018393893655942175 0.0010370856740280149 0.0010765158389545438
leaf_count=512 426 739 534 668 242
internal_value=0 -0.00221444 0.000243153 0.00571133 0.0128388
internal_weight=0 0.00613005 0.00511264 0.00327325 0.00223616
internal_count=3121 2695 2183 1649 981
is_linear=0
shrinkage=0.1


Tree=7003
num_leaves=7
num_cat=0
split_feature=4 42 49 49 0 13
split_gain=3.14389e-05 6.21878e-05 3.98106e-05 4.93535e-05 4.74371e-05 4.74292e-05
threshold=0.27287000000000006 0.091735000000000025 -0.0060549999999999988 -0.080089999999999981 -0.083914999999999976 -0.017449999999999997
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=9.2570219489774124e-05 0.00024671821780483433 -0.00050269512088941919 0.00035234472266971393 -0.0005078297673175719 -0.00038177714301277635 0.00015114590018972587
leaf_weight=0.0010453101294262187 0.0016038187455608439 0.0010334178187201837 0.001909921378843717 0.0010602998421232459 0.0010329666179945548 0.0016966490185471
leaf_count=209 352 562 833 270 295 600
internal_value=0 -5.47854e-05 1.38384e-05 -0.000209767 0.00011532 -5.05278e-05
internal_weight=0 0.00777856 0.00674515 0.00210561 0.00463954 0.00272962
internal_count=3121 2769 2207 479 1728 895
is_linear=0
shrinkage=0.00196078


Tree=7004
num_leaves=7
num_cat=0
split_feature=11 13 13 3 0 52
split_gain=2.78909e-05 3.54268e-05 3.4057e-05 4.98405e-05 6.89689e-05 2.78209e-05
threshold=1.0000000180025095e-35 -0.091054999999999983 -0.036034999999999991 0.083060000000000009 -0.060129999999999996 -0.066844999999999988
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5
right_child=-2 2 3 5 -6 -7
leaf_value=0.00026075357464380879 -0.00031242926212612265 -0.00036674468738532743 -9.9643609302220502e-05 -0.00039687602026814881 0.00058143604618199655 1.5434439250248118e-05
leaf_weight=0.0019627528280897217 0.0010173420021047314 0.001032877343386935 0.0011604948807474834 0.0011056489109773819 0.0011265397135143242 0.0014600705575979964
leaf_count=396 244 1195 830 109 201 146
internal_value=0 3.26306e-05 -4.34444e-05 2.5368e-05 0.00023584 -0.000162243
internal_weight=0 0.00784838 0.00588563 0.00485275 0.00228703 0.00256572
internal_count=3121 2877 2481 1286 1031 255
is_linear=0
shrinkage=0.00196078


Tree=7005
num_leaves=7
num_cat=0
split_feature=131 13 43 160 16 0
split_gain=2.27035e-05 3.25243e-05 3.95005e-05 2.81563e-05 5.26549e-05 3.78235e-05
threshold=0.078765000000000016 -0.076384999999999995 1.0000000180025095e-35 -0.080719999999999986 -0.018494999999999998 -0.11756999999999999
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=0.00044021638714582489 -0.00027407495490893515 0.00023348879020318832 -7.0813463333370831e-05 -0.00014338778894657561 -0.00038339594939167386 0.00035169019011487115
leaf_weight=0.0013719657769525112 0.001049504525430415 0.0010569790891493949 0.0010093565996828462 0.0014334546030571813 0.0017576225987546044 0.0010122734704575611
leaf_count=853 516 247 207 160 503 635
internal_value=0 3.34849e-05 0.000223609 -5.25834e-05 -0.000124519 6.15223e-05
internal_weight=0 0.00764165 0.00238132 0.00526033 0.00420335 0.00244573
internal_count=3121 2605 1060 1545 1298 795
is_linear=0
shrinkage=0.00196078


Tree=7006
num_leaves=7
num_cat=0
split_feature=11 43 12 2 15 16
split_gain=3.87307e-05 4.2709e-05 5.72695e-05 4.30173e-05 4.59241e-05 6.20309e-05
threshold=0.078065000000000009 -0.04890499999999999 0.051320000000000005 0.089885000000000007 -0.095869999999999983 -0.065229999999999996
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=0.00058636950760156939 -0.0003685252171092238 -0.00034871255812488153 1.6559775729701674e-05 -0.00028487850103079424 0.00049464839445560575 -0.00010490899071787775
leaf_weight=0.0010877688806959613 0.0010045361218935138 0.0014822230610688752 0.0018008436594529596 0.0011350109757026147 0.0012901507304653326 0.0013657914017869005
leaf_count=286 211 823 1097 221 250 233
internal_value=0 3.9493e-05 0.000231134 -6.54867e-05 4.52517e-05 0.000186332
internal_weight=0 0.00816179 0.00288861 0.00527318 0.00379095 0.00265594
internal_count=3121 2910 1383 1527 704 483
is_linear=0
shrinkage=0.00196078


Tree=7007
num_leaves=6
num_cat=0
split_feature=52 12 1 1 2
split_gain=1.1402e-05 2.77905e-05 3.43341e-05 7.53937e-05 2.96713e-05
threshold=0.11434500000000002 0.095110000000000014 0.11181500000000001 0.093890000000000015 0.088850000000000012
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.017321924772668237 -0.0095225525614708317 0.012642364441000526 -0.016068931132189563 0.026257144035862146 0.0029449068575105957
leaf_weight=0.0012347846900112053 0.0011006099906834517 0.0016785772839046304 0.0013241721012726007 0.0010013261729609848 0.00174077547046065
leaf_count=1028 501 558 294 260 480
internal_value=0 0.00142883 -0.00212193 0.00252196 -0.00546533
internal_weight=0 0.00697964 0.00530106 0.00397689 0.00297556
internal_count=3121 2620 2062 1768 1508
is_linear=0
shrinkage=0.1


Tree=7008
num_leaves=6
num_cat=0
split_feature=43 43 4 47 3
split_gain=1.12071e-05 3.6958e-05 2.07671e-05 4.57227e-05 3.62066e-05
threshold=-0.04890499999999999 -0.092909999999999979 -0.059649999999999988 0.077555000000000013 0.090900000000000009
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.0040958747836507573 -0.012264508452433244 0.018960251617148885 -0.0045017320559946963 -0.015712976911144493 0.019958320692870686
leaf_weight=0.0017844306348771557 0.0016135848772019243 0.0011390209292253916 0.0010967512760193434 0.0010793474147196098 0.0013501448407216255
leaf_count=465 890 990 408 175 193
internal_value=0 0.00488714 -0.00286785 0.001432 0.0089948
internal_weight=0 0.00292345 0.00513983 0.00352624 0.0024469
internal_count=3121 1455 1666 776 601
is_linear=0
shrinkage=0.1


Tree=7009
num_leaves=7
num_cat=0
split_feature=11 3 133 16 52 1
split_gain=4.96461e-05 3.43791e-05 4.58346e-05 8.10598e-05 5.4592e-05 4.03633e-05
threshold=0.078065000000000009 -0.10519499999999998 0.083950000000000011 -0.25582999999999995 1.0000000180025095e-35 0.095285000000000022
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=0.00034462669033857439 -0.00040743326656106832 -0.00048910980383132089 0.00031434267171114076 -0.00034020154670502738 0.00041940570434063445 0.00011530979507949286
leaf_weight=0.0012885229843572783 0.0010235256086344119 0.0014133913314486272 0.0013930238146556565 0.0013259596877561231 0.0011427106392419449 0.0017155769914730958
leaf_count=209 211 223 940 575 665 298
internal_value=0 5.03227e-05 -3.92353e-06 -8.3127e-05 5.40094e-05 -8.32706e-05
internal_weight=0 0.00827919 0.00699066 0.00559764 0.00418425 0.00304154
internal_count=3121 2910 2701 1761 1538 873
is_linear=0
shrinkage=0.00196078


Tree=7010
num_leaves=7
num_cat=0
split_feature=50 15 16 160 43 2
split_gain=2.57912e-05 3.3518e-05 5.04031e-05 3.93588e-05 4.28042e-05 6.26923e-05
threshold=0.088425000000000017 -0.15914499999999995 -0.36241499999999999 -0.027994999999999996 -0.074359999999999996 0.098260000000000014
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=0.00036372738513872034 -0.00029768060216254751 -0.00039784380390195867 0.00037652784129748012 0.00020222211901138113 -0.00045666801505477749 0.00014534136202481134
leaf_weight=0.0010046210419958996 0.0010517983342230993 0.0011316530435742829 0.001165739769426479 0.0018486115746993133 0.0014761467870145215 0.0012104170425254277
leaf_count=314 560 221 488 545 701 292
internal_value=0 2.93173e-05 -1.98524e-05 5.51803e-05 -2.74202e-05 -0.000185436
internal_weight=0 0.00783719 0.00683257 0.00570092 0.00453518 0.00268656
internal_count=3121 2561 2247 2026 1538 993
is_linear=0
shrinkage=0.00196078


Tree=7011
num_leaves=8
num_cat=0
split_feature=47 49 16 150 15 43 12
split_gain=2.87465e-05 4.53046e-05 0.000133162 4.08809e-05 8.27484e-05 0.000118984 2.21254e-05
threshold=0.10254000000000001 1.0000000180025095e-35 -0.25582999999999995 0.086615000000000011 -0.095244999999999982 -0.084004999999999982 0.08815000000000002
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=0.00061889437150050575 0.00022236133417254841 -0.0004384833002811111 0.00042437465958088084 -0.0004779236593623785 0.00024567466739308522 -0.00069738066322077479 -0.00028770138266636947
leaf_weight=0.00113097230233226 0.0017968923236826801 0.0010176199477873685 0.0011130990839622536 0.00100138880921956 0.001415306629491268 0.0010267617299174038 0.0010008927718506294
leaf_count=293 252 599 167 187 387 560 676
internal_value=0 -5.30454e-05 5.59759e-06 -0.000119212 -4.03695e-05 -0.00019062 -0.000495154
internal_weight=0 0.00770604 0.00668842 0.00555745 0.00455606 0.00344296 0.00202765
internal_count=3121 2869 2270 1977 1790 1623 1236
is_linear=0
shrinkage=0.00196078


Tree=7012
num_leaves=6
num_cat=0
split_feature=42 49 47 2 4
split_gain=1.11253e-05 2.52217e-05 3.23475e-05 3.47556e-05 2.48538e-05
threshold=0.091735000000000025 -0.00064499999999999985 0.10254000000000001 0.10222000000000002 -0.084369999999999987
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.0080400629682025569 -0.0089707475197961968 -0.0040554058270323694 0.021141214315052625 -0.011795876792676584 0.016072184283914881
leaf_weight=0.0019834751788964959 0.0011937601468558767 0.0010220054160292892 0.0010232469416343809 0.0013523273250556031 0.0015348101916385071
leaf_count=571 667 402 142 399 940
internal_value=0 0.00148306 0.00531262 0.00116937 0.00802682
internal_weight=0 0.00691587 0.00493239 0.00390914 0.00255682
internal_count=3121 2454 1883 1741 1342
is_linear=0
shrinkage=0.1


Tree=7013
num_leaves=6
num_cat=0
split_feature=13 3 12 4 1
split_gain=1.16605e-05 2.5672e-05 3.41786e-05 6.07198e-05 5.24156e-05
threshold=-0.23438999999999996 0.10893000000000001 0.084100000000000022 0.09173000000000002 0.094385000000000011
decision_type=2 2 2 2 2
left_child=-1 2 4 -4 -2
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leaf_value=0.010055780127837656 -0.0016876940933360117 -0.014645833752160876 -0.018762989848676154 0.010092315245313408 0.025906003081611062
leaf_weight=0.0010007426178990208 0.00177889366097293 0.0012244779618045664 0.0016842043678198275 0.001286152699797045 0.0011229677759454014
leaf_count=169 460 111 1835 210 336
internal_value=0 -0.00147457 0.00127191 -0.00626876 0.00899057
internal_weight=0 0.0070967 0.00587222 0.00297036 0.00290186
internal_count=3121 2952 2841 2045 796
is_linear=0
shrinkage=0.1


Tree=7014
num_leaves=6
num_cat=0
split_feature=0 47 48 15 0
split_gain=1.14207e-05 2.20359e-05 3.52798e-05 6.17624e-05 4.6242e-05
threshold=-0.019414999999999998 0.092530000000000015 0.086260000000000017 -0.095244999999999982 -0.10607499999999999
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
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leaf_value=0.027175957051836671 0.0065797554913759639 -0.012323523335056819 -0.013462234781134098 0.013784535887622618 -0.014681417263132096
leaf_weight=0.0010176004140914408 0.0019686519570354284 0.0015854651597436431 0.0011833857076259955 0.0010059530540550516 0.0013188403912513295
leaf_count=294 365 310 323 230 1599
internal_value=0 -0.00217814 0.00137598 0.0066295 -0.00236402
internal_weight=0 0.00611124 0.00452578 0.00334239 0.00232479
internal_count=3121 2756 2446 2123 1829
is_linear=0
shrinkage=0.1


Tree=7015
num_leaves=6
num_cat=0
split_feature=49 1 47 4 16
split_gain=1.17255e-05 1.98283e-05 2.30501e-05 2.2773e-05 4.80982e-05
threshold=-0.047584999999999995 0.12337000000000002 0.090280000000000013 -0.084369999999999987 -0.071854999999999988
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
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leaf_value=0.0070677380961738983 -0.010372360335168782 0.01040267895657904 -0.017869175478031751 0.017221839697210507 -0.010681829709906897
leaf_weight=0.0018025435340004404 0.0016560066209554375 0.0010568181522379871 0.0010487041667331908 0.0013819423243021129 0.0011170906015166781
leaf_count=403 555 244 263 789 867
internal_value=0 -0.00208534 -0.00462151 -0.00127789 0.00474864
internal_weight=0 0.00626056 0.00520374 0.00415504 0.00249903
internal_count=3121 2718 2474 2211 1656
is_linear=0
shrinkage=0.1


Tree=7016
num_leaves=6
num_cat=0
split_feature=0 1 13 49 3
split_gain=1.1695e-05 2.12284e-05 2.6774e-05 3.59934e-05 2.8042e-05
threshold=-1.0000000180025095e-35 0.077565000000000009 -0.091054999999999983 -0.009244999999999998 0.095270000000000007
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.015265766455310126 0.0072958567567250922 0.014226855796094088 -0.016213030514012829 0.011155750317271687 -0.0095429415035048447
leaf_weight=0.0010155593177546673 0.0017130109915362698 0.0011229789156083046 0.0014049767816332577 0.0017485668787238489 0.0010460934305492747
leaf_count=1552 325 266 241 652 85
internal_value=0 -0.00201667 0.00051127 -0.00315626 0.00340784
internal_weight=0 0.00633818 0.00532262 0.00419964 0.00279466
internal_count=3121 2796 1244 978 737
is_linear=0
shrinkage=0.1


Tree=7017
num_leaves=5
num_cat=0
split_feature=49 43 12 0
split_gain=1.23028e-05 2.04706e-05 3.74715e-05 4.22483e-05
threshold=-0.047584999999999995 -0.17390999999999998 0.088365000000000013 -0.10474999999999998
decision_type=2 2 2 2
left_child=-1 -2 3 -3
right_child=1 2 -4 -5
leaf_value=0.0072604977663426927 0.010376816780945673 -0.0088190993656866255 -0.016586352701407899 0.013566207235973265
leaf_weight=0.0017964386681581217 0.0010818228563620686 0.0018499615582294989 0.0017621122200371375 0.0015490967455029717
leaf_count=403 177 303 1187 1051
internal_value=0 -0.00213051 -0.00475215 0.00138285
internal_weight=0 0.00624299 0.00516117 0.00339906
internal_count=3121 2718 2541 1354
is_linear=0
shrinkage=0.1


Tree=7018
num_leaves=7
num_cat=0
split_feature=52 15 150 15 3 15
split_gain=1.174e-05 2.83903e-05 5.29628e-05 6.44728e-05 5.24874e-05 4.61953e-05
threshold=0.11434500000000002 -0.016799999999999995 0.081835000000000019 -0.10653 -0.08824499999999999 1.0000000180025095e-35
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=0.0015065790793625561 -0.0096470339443256187 -0.008241972917937072 0.014338575432800758 -0.030953365340371491 0.032424114620250112 0.003190536154749686
leaf_weight=0.0013971179462859435 0.0010958953606069379 0.0012619524285989651 0.0010213244124821375 0.001088741071652511 0.0010531392639915559 0.0011105765793092801
leaf_count=386 501 480 285 544 235 690
internal_value=0 0.00149123 -0.00483322 -0.01271 0.00796617 0.0174193
internal_weight=0 0.00693285 0.00350718 0.00248586 0.00342567 0.00216372
internal_count=3121 2620 1215 930 1405 925
is_linear=0
shrinkage=0.1


Tree=7019
num_leaves=6
num_cat=0
split_feature=42 43 16 52 15
split_gain=1.14914e-05 2.7108e-05 4.03769e-05 2.97996e-05 3.1407e-05
threshold=-1.0000000180025095e-35 -0.074359999999999996 0.064860000000000015 -0.049749999999999996 -0.10203999999999998
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0087403462306789425 0.012092530841109258 0.017322975978937699 -0.018716648203497856 -0.016448733503856824 0.0055952394580552301
leaf_weight=0.0012726290948134157 0.0018082613631694444 0.0010233514123814571 0.0011405665982552569 0.0010330090201746641 0.0017265826967419193
leaf_count=862 903 165 267 214 710
internal_value=0 0.00162146 -0.00222425 0.00274824 -0.00265657
internal_weight=0 0.00673177 0.00492351 0.00378294 0.00275959
internal_count=3121 2259 1356 1089 924
is_linear=0
shrinkage=0.1


Tree=7020
num_leaves=8
num_cat=0
split_feature=50 4 40 43 151 43 0
split_gain=3.15983e-05 3.66788e-05 5.08817e-05 5.42807e-05 6.48987e-05 0.000105149 4.69017e-05
threshold=0.088425000000000017 0.40473500000000007 -1.0000000180025095e-35 -0.074359999999999996 -0.0038099999999999996 0.0010100000000000003 -0.060129999999999996
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=-0.00041637204923565524 -0.00032584896104070047 0.0003698151244047472 1.6366019515137084e-05 0.00031602752922977299 -0.0005464452925315373 0.00025420657904490858 0.00060127234098955845
leaf_weight=0.0010441901584307108 0.0010553041056693283 0.0010878885404672954 0.0010664936124414898 0.0010942681134247186 0.0017027201599761606 0.0010015898613219309 0.0010421060189613643
leaf_count=230 560 279 658 157 803 338 96
internal_value=0 3.50251e-05 -1.73695e-05 5.31607e-05 -8.68783e-05 -0.000249909 0.000305437
internal_weight=0 0.00803926 0.00695137 0.00590718 0.00379858 0.00270431 0.0021086
internal_count=3121 2561 2282 2052 1298 1141 754
is_linear=0
shrinkage=0.00196078


Tree=7021
num_leaves=7
num_cat=0
split_feature=11 43 2 0 4 2
split_gain=4.40191e-05 3.51313e-05 4.77675e-05 4.74274e-05 4.32375e-05 4.30222e-05
threshold=1.0000000180025095e-35 -0.04890499999999999 0.089885000000000007 -0.053834999999999994 0.055260000000000011 0.10672500000000001
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=0.00042552021060117005 -0.00039215899841104295 -0.00036257169265768767 -2.2778174042924076e-05 -9.5859638206240681e-05 -0.00019519596476165352 0.00052910731479004084
leaf_weight=0.0016828924629760573 0.0010171461503910529 0.001410528152957875 0.0011490249923395309 0.0011153437745089535 0.0014920117693861391 0.0010297757817018343
leaf_count=1166 244 808 267 205 261 170
internal_value=0 4.12745e-05 -5.58835e-05 0.000217704 6.1963e-05 0.000238062
internal_weight=0 0.00787958 0.00508134 0.00279824 0.00367081 0.0021788
internal_count=3121 2877 1506 1371 698 437
is_linear=0
shrinkage=0.00196078


Tree=7022
num_leaves=8
num_cat=0
split_feature=131 13 160 16 3 0 49
split_gain=3.53647e-05 4.29846e-05 3.47891e-05 4.21357e-05 5.94323e-05 4.86057e-05 5.17165e-05
threshold=0.078765000000000016 -0.23438999999999996 -0.081069999999999989 -0.018494999999999998 -0.016324999999999996 -0.10224499999999999 -0.026779999999999995
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=0.00041086006645886649 -0.00033403284637190025 0.00029442566295680915 0.00020206011381658287 -9.0395928608223561e-06 -0.00064545061296598667 0.00035213887587980135 -0.00039643181577568619
leaf_weight=0.0010254985544648201 0.0011335402528894834 0.0011393170788312878 0.0010236414776803038 0.0012900339056942031 0.0010026505791741885 0.0013186673526991294 0.0012127562375344207
leaf_count=138 516 510 95 602 175 912 173
internal_value=0 3.59902e-05 -1.90298e-05 -8.01004e-05 -0.000287359 5.35619e-05 -0.000122491
internal_weight=0 0.00801257 0.00698707 0.00584775 0.00229268 0.00355507 0.0022364
internal_count=3121 2605 2467 1957 777 1180 268
is_linear=0
shrinkage=0.00196078


Tree=7023
num_leaves=7
num_cat=0
split_feature=3 13 48 2 2 15
split_gain=1.2342e-05 2.50417e-05 3.54983e-05 4.59317e-05 2.50117e-05 2.39e-05
threshold=0.13524500000000003 -0.095539999999999986 0.091545000000000015 0.084245000000000014 0.099185000000000009 -0.016799999999999995
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=-0.015902460752982957 0.009281605117872441 -0.0022888334116554763 0.017137865768180396 -0.02425404738048512 -0.0036504158576384036 0.018155560896682327
leaf_weight=0.0010493617658074951 0.0012063575450013131 0.0012296356517729357 0.0010909158080627231 0.0010380604187252181 0.0013625692706139584 0.0010688447233507458
leaf_count=217 192 303 283 1054 576 496
internal_value=0 -0.00168897 0.000887026 -0.00288567 -0.0125597 0.00721827
internal_weight=0 0.00683939 0.00579003 0.00469911 0.00240063 0.00229848
internal_count=3121 2929 2712 2429 1630 799
is_linear=0
shrinkage=0.1


Tree=7024
num_leaves=5
num_cat=0
split_feature=3 133 1 15
split_gain=1.20861e-05 4.27355e-05 7.58354e-05 2.9829e-05
threshold=-0.12018999999999998 0.083950000000000011 0.095285000000000022 -0.053579999999999996
decision_type=2 2 2 2
left_child=-1 2 -2 -4
right_child=1 -3 3 -5
leaf_value=0.0076201952137704178 -0.02159367802794003 0.014746734411572746 0.010919843533071532 -0.0089451100680474575
leaf_weight=0.0016391909969390101 0.0019434858345713669 0.001229826325300663 0.0020033843792523348 0.0012139237932649342
leaf_count=342 1230 969 378 202
internal_value=0 -0.00200499 -0.00599695 0.00342459
internal_weight=0 0.00639062 0.00516079 0.00321731
internal_count=3121 2779 1810 580
is_linear=0
shrinkage=0.1


Tree=7025
num_leaves=7
num_cat=0
split_feature=11 3 3 43 3 2
split_gain=2.39538e-05 3.36144e-05 4.06828e-05 5.67001e-05 2.86366e-05 6.23516e-05
threshold=1.0000000180025095e-35 -0.10519499999999998 -0.077774999999999983 -0.074359999999999996 0.090900000000000009 0.10613000000000002
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=0.00033935367271575303 -0.00028331403458815429 -0.00036835817075310561 0.00043611144826993965 -0.0002743190938245025 0.00045236023261046617 -0.00015116118079098954
leaf_weight=0.0011981161515473683 0.0010127549170284968 0.0010661331043909494 0.0011561024524688237 0.0014770742223115139 0.00101596428387916 0.0018686907763575244
leaf_count=177 244 1414 352 578 145 211
internal_value=0 3.72618e-05 -1.77113e-05 5.00393e-05 -5.22915e-05 6.13967e-05
internal_weight=0 0.00778208 0.00658396 0.00551783 0.00436173 0.00288466
internal_count=3121 2877 2700 1286 934 356
is_linear=0
shrinkage=0.00196078


Tree=7026
num_leaves=6
num_cat=0
split_feature=42 43 3 0 4
split_gain=1.15232e-05 2.28792e-05 2.94345e-05 7.09729e-05 3.3305e-05
threshold=0.091735000000000025 0.070450000000000013 -0.087784999999999988 -0.082974999999999979 0.08184000000000001
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=0.011561770232429009 -0.009173379986511453 0.014782376779255986 0.010596392506554982 -0.026196186318939826 -0.010537485219418724
leaf_weight=0.0014111663020503944 0.0011776150941678887 0.0010952954126163409 0.0019877013501733371 0.0011634191291451986 0.0011933602913253771
leaf_count=648 667 251 829 510 216
internal_value=0 0.00153511 -0.000985835 -0.00506152 0.00266812
internal_weight=0 0.00685094 0.00575565 0.00434448 0.00318106
internal_count=3121 2454 2203 1555 1045
is_linear=0
shrinkage=0.1


Tree=7027
num_leaves=6
num_cat=0
split_feature=1 12 2 151 12
split_gain=1.31646e-05 2.91634e-05 3.62008e-05 7.11045e-05 4.0454e-05
threshold=0.12500000000000003 0.098810000000000023 0.086590000000000014 -0.0083949999999999979 0.081420000000000006
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.010665472906762384 0.0096615785212982655 -0.016413414806475745 -0.016059591044514269 0.0054182265484751238 0.029854189217192042
leaf_weight=0.0017744668590319295 0.0011922805930791956 0.0011284922926521829 0.0010263809316404058 0.0018071756031624148 0.0010837909603184557
leaf_count=1067 279 414 327 307 727
internal_value=0 -0.00172775 0.00118391 0.0065514 0.014579
internal_weight=0 0.00682031 0.00569181 0.00391735 0.00289097
internal_count=3121 2842 2428 1361 1034
is_linear=0
shrinkage=0.1


Tree=7028
num_leaves=5
num_cat=0
split_feature=4 16 2 13
split_gain=1.24122e-05 1.71156e-05 5.85151e-05 5.86481e-05
threshold=0.24564500000000003 -0.079109999999999986 0.10644500000000001 -0.033284999999999988
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=-0.010031037680545335 0.007043188875359545 -0.022973522388815351 0.020275776343989138 0.0054996006282091474
leaf_weight=0.0019230201978502164 0.0018939384925222959 0.001216319683061081 0.0011761505923497378 0.0017851004769250686
leaf_count=956 426 845 354 540
internal_value=0 -0.0022241 0.00136959 -0.00603908
internal_weight=0 0.00610059 0.00417757 0.00300142
internal_count=3121 2695 1739 1385
is_linear=0
shrinkage=0.1


Tree=7029
num_leaves=7
num_cat=0
split_feature=11 43 0 160 1 2
split_gain=4.18522e-05 3.28428e-05 6.69154e-05 3.74782e-05 4.03591e-05 5.71102e-05
threshold=0.078065000000000009 -0.04890499999999999 -0.053834999999999994 1.0000000180025095e-35 0.111945 0.10276500000000001
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=0.00043892816574834511 -0.00038740937728914244 0.00010801939532602263 -0.00017207182951851837 -0.00038393343239418923 0.00032301191619674879 -0.00046198384252556089
leaf_weight=0.0017595906852244905 0.0010309315969298941 0.0018411094745681225 0.0011327791502120078 0.0010916290506068488 0.0012254795017299291 0.001067720149800279
leaf_count=1176 211 936 207 189 224 178
internal_value=0 3.19959e-05 0.000199634 -6.07857e-05 2.45387e-05 -0.000101207
internal_weight=0 0.00811831 0.00289237 0.00522594 0.00413431 0.00290883
internal_count=3121 2910 1383 1527 1338 1114
is_linear=0
shrinkage=0.00196078


Tree=7030
num_leaves=6
num_cat=0
split_feature=50 3 0 43 3
split_gain=1.13325e-05 2.4989e-05 3.85773e-05 4.61044e-05 6.41719e-05
threshold=0.079410000000000008 -0.12018999999999998 -0.053834999999999994 -0.063379999999999978 0.090900000000000009
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=0.013127634924558262 -0.0094960024527282662 0.020265225098493864 -0.015606682285004695 -0.022481813322836799 0.0083975288298876825
leaf_weight=0.0014498185261826542 0.0010940529091533965 0.001155864265827632 0.0014519355576305525 0.0010898424896373634 0.0017595035129597033
leaf_count=293 609 863 298 842 216
internal_value=0 0.00145802 -0.00164229 0.00341997 -0.00341347
internal_weight=0 0.00690696 0.00545715 0.00400521 0.00284935
internal_count=3121 2512 2219 1921 1058
is_linear=0
shrinkage=0.1


Tree=7031
num_leaves=8
num_cat=0
split_feature=48 0 52 4 16 52 4
split_gain=2.6189e-05 7.83295e-05 3.12596e-05 5.15185e-05 8.74844e-05 4.80828e-05 3.8689e-05
threshold=0.11926500000000002 -0.17169499999999996 -0.057699999999999994 -0.077679999999999985 -0.15241499999999997 -0.11592499999999999 -0.35136499999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 5 6 -5 -3 -4
right_child=-2 2 3 4 -6 -7 -8
leaf_value=0.00041905228554470886 -0.00030552308075900504 -0.00016676712070930072 -0.00019949045535889461 1.5491877334924282e-05 -0.00073282411549585103 0.00043914853115693939 0.00033905508530633258
leaf_weight=0.0015979102134221134 0.0010039621975799747 0.0010044602471186077 0.0010217127040062081 0.0012224113453933249 0.0011808994963289478 0.0010096712035476264 0.0010297779235767012
leaf_count=163 117 501 72 347 888 331 702
internal_value=0 3.02929e-05 -6.57357e-05 -0.000157386 -0.000352203 0.000136975 7.08409e-05
internal_weight=0 0.00806684 0.00646893 0.0044548 0.00240331 0.00201413 0.00205149
internal_count=3121 3004 2841 2009 1235 832 774
is_linear=0
shrinkage=0.00196078


Tree=7032
num_leaves=6
num_cat=0
split_feature=11 13 12 16 52
split_gain=3.86611e-05 3.72669e-05 3.29516e-05 5.12523e-05 7.74107e-05
threshold=0.076920000000000002 -0.091054999999999983 0.051320000000000005 -0.074319999999999983 -0.067494999999999986
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=0.00027458496241142982 -0.00036343913372525224 -0.00019577378359660616 -0.0002485868471345187 -0.00015869040619772835 0.00055709405742181378
leaf_weight=0.0019774328262348049 0.0010245419286407818 0.0017037198346458227 0.0019077304547093932 0.0010172794543020129 0.001354143892604433
leaf_count=409 226 272 1844 224 146
internal_value=0 4.12228e-05 -3.59071e-05 6.36565e-05 0.000250041
internal_weight=0 0.00796031 0.00598287 0.00407514 0.00237142
internal_count=3121 2895 2486 642 370
is_linear=0
shrinkage=0.00196078


Tree=7033
num_leaves=7
num_cat=0
split_feature=0 1 16 0 12 4
split_gain=1.20499e-05 3.25551e-05 4.00383e-05 3.47025e-05 3.06665e-05 2.76412e-05
threshold=-0.060129999999999996 0.085110000000000005 -0.056919999999999991 -0.20211999999999997 0.088365000000000013 -0.35136499999999998
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=-0.018892515042807041 -0.0057198092248344021 -0.007351350121368172 -0.015221307599446366 0.026963668770070805 0.002354656274291495 0.014476860173415602
leaf_weight=0.0010191167444104044 0.0012373149937357033 0.0011183849749143719 0.0011213755023733738 0.0010074500441255895 0.0010181224731700207 0.0014981021179060155
leaf_count=1544 227 100 403 247 254 346
internal_value=0 -0.00283516 0.00100143 0.0067877 0.0145943 0.00534127
internal_weight=0 0.00528445 0.00426533 0.00314396 0.00202557 0.00273542
internal_count=3121 2548 1004 601 501 573
is_linear=0
shrinkage=0.1


Tree=7034
num_leaves=8
num_cat=0
split_feature=48 16 15 15 16 133 52
split_gain=6.16986e-05 0.000113677 6.8805e-05 0.000104675 5.76508e-05 0.000100979 0.000141999
threshold=0.11951500000000001 -0.5048999999999999 -0.11713499999999999 -0.094549999999999981 -0.014034999999999997 1.0000000180025095e-35 -0.085984999999999992
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=0.00064546061197476789 -0.00047279442087558803 -0.00049325258918128526 0.00060238105620674014 -0.00036124845846998208 -0.00018926901784482335 -0.00045672029776443841 0.00072738124385553996
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leaf_count=192 114 361 159 1270 340 430 255
internal_value=0 4.14589e-05 -4.24384e-05 3.50476e-05 -7.47236e-05 6.81477e-05 0.000272877
internal_weight=0 0.00862472 0.00757284 0.00646213 0.0054145 0.00361295 0.00259914
internal_count=3121 3007 2815 2454 2295 1025 595
is_linear=0
shrinkage=0.00196078


Tree=7035
num_leaves=6
num_cat=0
split_feature=15 15 13 13 52
split_gain=1.22593e-05 2.35972e-05 2.7111e-05 4.38281e-05 3.64937e-05
threshold=-0.11713499999999999 -0.095244999999999982 -0.095304999999999987 -0.012549999999999997 -0.0064899999999999992
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=-0.0081031754062447052 0.015948795960293614 0.011246046994640588 -0.022663411243394965 -0.012579992567322338 0.0098488591354297644
leaf_weight=0.0015305855998011333 0.0010031333099195213 0.0014066419896330172 0.0010323561333542854 0.0011836081378155791 0.0018740887788874026
leaf_count=484 164 229 1229 428 587
internal_value=0 0.00184452 -0.000729474 -0.00484807 0.00116684
internal_weight=0 0.00649983 0.0054967 0.00409005 0.0030577
internal_count=3121 2637 2473 2244 1015
is_linear=0
shrinkage=0.1


Tree=7036
num_leaves=6
num_cat=0
split_feature=52 0 4 15 1
split_gain=1.23831e-05 2.82848e-05 3.6862e-05 3.36613e-05 3.12404e-05
threshold=0.11434500000000002 -0.077999999999999986 -0.35136499999999998 -0.11713499999999999 0.094090000000000021
decision_type=2 2 2 2 2
left_child=1 3 -3 -1 -5
right_child=-2 2 -4 4 -6
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leaf_weight=0.0010714025845545397 0.0010925544237126448 0.0011257517636603805 0.001631543527183196 0.0017914823616388205 0.0013040671675923349
leaf_count=279 501 202 681 1246 212
internal_value=0 0.0015143 0.00937133 -0.00368474 0.00160293
internal_weight=0 0.00692425 0.0027573 0.00416695 0.00309555
internal_count=3121 2620 883 1737 1458
is_linear=0
shrinkage=0.1


Tree=7037
num_leaves=8
num_cat=0
split_feature=50 15 42 43 3 0 16
split_gain=4.1653e-05 4.8687e-05 5.64631e-05 4.61891e-05 5.9877e-05 8.12986e-05 4.99644e-05
threshold=0.088425000000000017 -0.15914499999999995 0.091735000000000025 0.05259500000000001 -0.082094999999999987 -0.10151999999999999 -0.092484999999999984
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=0.00044507100050507841 -0.00037045334496460758 0.00032556457566094147 -0.0004384056010598557 0.00040571536685268534 -0.0002622475158118422 -0.00061107508180313858 0.0003283451145083934
leaf_weight=0.0010264102215316916 0.0010412021864579053 0.0013192483898793947 0.0010200430333507388 0.0011928460554547996 0.001053984717250587 0.0010755355506511643 0.0011534439732594753
leaf_count=314 560 878 446 190 135 449 149
internal_value=0 4.69526e-05 -1.30073e-05 6.1871e-05 -2.72499e-05 -0.000169027 4.63539e-05
internal_weight=0 0.00784151 0.0068151 0.00579506 0.00460221 0.00328296 0.00220743
internal_count=3121 2561 2247 1801 1611 733 284
is_linear=0
shrinkage=0.00196078


Tree=7038
num_leaves=6
num_cat=0
split_feature=42 160 151 4 16
split_gain=1.25851e-05 2.55372e-05 4.05982e-05 5.10839e-05 5.01692e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 0.076415000000000025 0.15891500000000003
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0091164673139302026 -0.0094618736448395073 -0.012422883134575402 0.012173375824261071 0.025784176918219062 -0.015627401872449036
leaf_weight=0.0012839090013520267 0.0015743412244635102 0.0010536852124384787 0.0017572575090153118 0.0013201883434988005 0.0010293514114565921
leaf_count=862 828 300 638 234 259
internal_value=0 0.0016867 0.00508786 0.00958061 0.00190399
internal_weight=0 0.00673482 0.00516048 0.0041068 0.00278661
internal_count=3121 2259 1431 1131 897
is_linear=0
shrinkage=0.1


Tree=7039
num_leaves=8
num_cat=0
split_feature=50 15 16 150 0 43 13
split_gain=4.38329e-05 4.73392e-05 6.46813e-05 5.32382e-05 6.9438e-05 8.53365e-05 3.07447e-05
threshold=0.088425000000000017 -0.15914499999999995 -0.36241499999999999 0.086615000000000011 -0.11991499999999998 -0.074359999999999996 0.065590000000000009
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=0.00043612297139406907 -0.00037464578888568275 -0.00043781199699311694 0.00060669657106874372 -0.00033598995315186117 0.00053264095252496669 -0.00027593275384148424 5.6599257990021481e-05
leaf_weight=0.0010273611875505359 0.0010982395502485412 0.0011598021693836431 0.0010269374430140607 0.0010359376230374704 0.0010877811110967287 0.0018250790381892667 0.0010021400709242922
leaf_count=314 560 221 154 229 480 1028 135
internal_value=0 4.2593e-05 -1.40497e-05 6.81668e-05 0.000152887 3.38488e-05 0.000304374
internal_weight=0 0.00816504 0.00713768 0.00597788 0.00494194 0.003915 0.00208992
internal_count=3121 2561 2247 2026 1797 1643 615
is_linear=0
shrinkage=0.00196078


Tree=7040
num_leaves=8
num_cat=0
split_feature=48 16 16 0 2 2 0
split_gain=3.53709e-05 9.31352e-05 3.62493e-05 6.76627e-05 5.8948e-05 4.06321e-05 5.49806e-05
threshold=0.11926500000000002 -0.49446999999999991 0.0065250000000000004 -0.053834999999999994 0.097220000000000015 0.092875000000000013 -0.10607499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 6 -3
right_child=-2 2 3 4 -6 -7 -8
leaf_value=0.00058489316244836386 -0.00035846499702669527 0.00023624665698700179 0.00052975637595873879 -0.00040141607039933884 0.00025447560037635491 -0.00045557348446557911 -0.00031443331964996235
leaf_weight=0.0010205707243223817 0.0010090024829426955 0.0014103876103291988 0.0010060806893876211 0.0011029123832616171 0.0010085912038776713 0.0013008197425490118 0.0013782261074798457
leaf_count=229 117 154 425 137 189 517 1353
internal_value=0 3.05141e-05 -4.79903e-05 0.000111276 -8.81196e-05 -0.000169407 -3.59178e-05
internal_weight=0 0.00822759 0.00720702 0.00311758 0.0021115 0.00408943 0.00278861
internal_count=3121 3004 2775 751 326 2024 1507
is_linear=0
shrinkage=0.00196078


Tree=7041
num_leaves=7
num_cat=0
split_feature=484 1 12 2 151 12
split_gain=1.41773e-05 2.03656e-05 4.21994e-05 4.30114e-05 3.79012e-05 3.44386e-05
threshold=0.073690000000000019 0.12873500000000002 0.098810000000000023 0.082850000000000021 -0.0083949999999999979 0.081420000000000006
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=-0.017092225279056537 0.010729315826140257 0.01097277005985442 -0.021652028125007217 -0.010654487607849575 0.0024299650973795672 0.025846215441966448
leaf_weight=0.0011219636242057619 0.0010589158290965619 0.0010750473216362914 0.001100860662555183 0.0010636947710919616 0.0015825650311270664 0.00104136108069274
leaf_count=570 394 211 392 297 290 967
internal_value=0 -0.00168761 -0.0039904 5.21548e-05 0.00526836 0.0117232
internal_weight=0 0.00698549 0.00591045 0.00480958 0.00368762 0.00262393
internal_count=3121 2727 2516 2124 1554 1257
is_linear=0
shrinkage=0.1


Tree=7042
num_leaves=6
num_cat=0
split_feature=4 151 4 1 13
split_gain=1.21333e-05 3.45021e-05 4.37317e-05 3.74634e-05 3.14864e-05
threshold=0.40473500000000007 -0.024429999999999997 -0.0029599999999999995 0.10781 -0.0034749999999999994
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -3
right_child=-2 2 3 -5 -6
leaf_value=0.014423894314595643 0.009256125871333622 0.013090505865612272 -0.026355715004379106 -0.0025331653702131609 -0.0071506434844379758
leaf_weight=0.001114441013013617 0.0011932928304937704 0.0015876058521446315 0.0012989201459226282 0.0013423231812313967 0.0014895764358774429
leaf_count=473 304 1158 543 115 528
internal_value=0 -0.00167259 -0.00480957 -0.0142487 0.00329234
internal_weight=0 0.00683287 0.00571843 0.00264124 0.00307718
internal_count=3121 2817 2344 658 1686
is_linear=0
shrinkage=0.1


Tree=7043
num_leaves=7
num_cat=0
split_feature=50 160 43 43 48 1
split_gain=1.18101e-05 2.47215e-05 2.63648e-05 5.2548e-05 3.91308e-05 6.72703e-06
threshold=0.079410000000000008 -0.027994999999999996 -0.14968999999999996 -0.00045499999999999995 0.085875000000000021 0.079415000000000013
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=0.013394016886996873 -0.0097213627700165287 0.012404128295908253 -0.024454374721142147 0.0038094252099697989 -0.012472968844261802 0.01517731049801597
leaf_weight=0.0013913759141530079 0.0010895711815226338 0.0010916522718248311 0.0010528604727241615 0.0010175504410462933 0.0013022380337394707 0.0010657743371222598
leaf_count=625 609 185 960 288 161 293
internal_value=0 0.00147934 -0.00151842 -0.00494273 0.0011251 0.00962494
internal_weight=0 0.00692145 0.00553008 0.00443842 0.00338556 0.00208332
internal_count=3121 2512 1887 1702 742 581
is_linear=0
shrinkage=0.1


Tree=7044
num_leaves=6
num_cat=0
split_feature=49 52 2 42 0
split_gain=1.0606e-05 2.18614e-05 5.26522e-05 7.6676e-05 3.85381e-05
threshold=-0.047584999999999995 0.10744000000000002 0.11215000000000001 0.084050000000000014 -0.10151999999999999
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.0067495936370294135 0.023154016933604225 0.010664509324398719 -0.02418343036570678 -0.021044506145412326 -0.00049081786186898325
leaf_weight=0.0017865018036580206 0.0011886891051841536 0.0011185548243035793 0.0010966819146791627 0.0011644565803128545 0.0016408142962672616
leaf_count=403 187 506 343 775 907
internal_value=0 -0.0019939 -0.0047753 0.00055388 0.0094425
internal_weight=0 0.0062092 0.00509064 0.00399396 0.0028295
internal_count=3121 2718 2212 1869 1094
is_linear=0
shrinkage=0.1


Tree=7045
num_leaves=7
num_cat=0
split_feature=4 150 48 15 3 13
split_gain=1.22856e-05 1.84896e-05 2.86977e-05 4.52476e-05 3.8986e-05 2.95045e-05
threshold=0.27834500000000006 0.087170000000000011 0.083985000000000018 -0.016799999999999995 -0.08824499999999999 -0.086589999999999986
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=-0.019673138615485343 0.0088215725508731021 -0.013937968344963254 0.013955112392189743 -0.011770428095857606 -0.00065438687861528932 0.023513408118213078
leaf_weight=0.0012177166277941966 0.0013087139617663276 0.0010526301453445122 0.0012368080275612968 0.001140151456707001 0.0010163908985625781 0.001004256361959017
leaf_count=589 340 261 423 480 253 775
internal_value=0 -0.00177562 0.000504297 -0.00329518 0.00301452 0.0113569
internal_weight=0 0.00666795 0.00561532 0.00437852 0.0031608 0.00202065
internal_count=3121 2781 2520 2097 1508 1028
is_linear=0
shrinkage=0.1


Tree=7046
num_leaves=6
num_cat=0
split_feature=52 52 12 4 1
split_gain=1.30876e-05 2.94412e-05 3.79886e-05 5.22392e-05 5.65729e-05
threshold=0.11434500000000002 0.070205000000000017 0.097825000000000009 -0.04890499999999999 0.10612500000000001
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.023099975951034663 -0.010223927735305649 0.017082710315314678 0.015427018377023795 0.013125213366779884 -0.012272958594817279
leaf_weight=0.0012021517384680144 0.0010879748003258735 0.0010397089975279598 0.0011139259011393619 0.0018442656050778048 0.0016721851108195071
leaf_count=558 501 562 334 811 355
internal_value=0 0.00158022 -0.00118326 -0.00510447 0.00104757
internal_weight=0 0.00687224 0.00583253 0.0047186 0.00351645
internal_count=3121 2620 2058 1724 1166
is_linear=0
shrinkage=0.1


Tree=7047
num_leaves=6
num_cat=0
split_feature=42 160 151 4 16
split_gain=1.10812e-05 2.69307e-05 3.3099e-05 4.5708e-05 4.74181e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 0.076415000000000025 -0.056919999999999991
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0085865885030058254 -0.0098915087725255438 -0.010736548355014251 0.017464822964524163 0.024631102013221978 -0.0091433717811310097
leaf_weight=0.0012713084901664938 0.0015617953792535395 0.0010474284703793323 0.0011455103343304904 0.0013035889902015757 0.0016125959138798315
leaf_count=862 828 300 435 234 462
internal_value=0 0.0016004 0.00511333 0.00920069 0.00190768
internal_weight=0 0.00667092 0.00510912 0.0040617 0.00275811
internal_count=3121 2259 1431 1131 897
is_linear=0
shrinkage=0.1


Tree=7048
num_leaves=7
num_cat=0
split_feature=484 1 12 49 52 4
split_gain=1.20847e-05 1.89467e-05 4.21009e-05 3.65863e-05 7.5032e-05 6.95153e-05
threshold=0.073690000000000019 0.12873500000000002 0.098810000000000023 -0.048674999999999989 0.070205000000000017 0.053180000000000012
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=0.014604207972062886 0.0099927132458832151 0.010742770325830538 -0.021521596516927154 -0.033482440726362854 0.01614707079532569 0.0011990545109775983
leaf_weight=0.0012965295873148784 0.0010452076902306012 0.0010609082660454792 0.0010883976543745715 0.0011075218373216764 0.0011193943480555749 0.0012086672157633051
leaf_count=281 394 211 392 866 712 265
internal_value=0 -0.00154772 -0.00378792 0.000290875 -0.00511073 -0.0153844
internal_weight=0 0.00688142 0.00582051 0.00473211 0.00343558 0.00231619
internal_count=3121 2727 2516 2124 1843 1131
is_linear=0
shrinkage=0.1


Tree=7049
num_leaves=7
num_cat=0
split_feature=131 13 0 160 16 0
split_gain=1.98981e-05 3.08154e-05 4.17458e-05 3.69567e-05 4.00288e-05 3.86807e-05
threshold=0.078765000000000016 -0.076384999999999995 -0.084269999999999984 -0.080719999999999986 -0.018494999999999998 -0.11756999999999999
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=-4.6825611974203639e-05 -0.00026431188187980555 0.00026830770813912559 0.00047552638158453034 -0.00018709654931273518 -0.00036974171512116816 0.00031610877922185398
leaf_weight=0.0011864731933220161 0.0010322478859331298 0.0010613381075304405 0.0011666075470071772 0.0014205931297771629 0.0017275120249084534 0.0010012409371490615
leaf_count=687 516 247 373 160 503 635
internal_value=0 2.59051e-05 0.000212145 -5.81987e-05 -0.000141714 2.09399e-05
internal_weight=0 0.00756376 0.00235308 0.00521068 0.00414935 0.00242183
internal_count=3121 2605 1060 1545 1298 795
is_linear=0
shrinkage=0.00196078


Tree=7050
num_leaves=7
num_cat=0
split_feature=11 43 0 13 52 16
split_gain=4.28203e-05 4.2607e-05 5.98423e-05 5.39062e-05 6.59096e-05 9.56593e-05
threshold=0.078065000000000009 -0.067199999999999996 -0.053834999999999994 -0.095304999999999987 -0.069804999999999992 -0.074319999999999983
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=0.00045304960687967842 -0.00039008519515181092 0.00021918760582500637 -0.00012327409850536956 -0.00062076333985622224 -0.00033421642271684072 0.00042847155802552947
leaf_weight=0.0017772383579603437 0.00101150616788099 0.0017371010641376301 0.0011350860045353599 0.0010302182035614731 0.001619795579613515 0.0010370474684541719
leaf_count=1103 211 284 178 237 682 426
internal_value=0 3.71215e-05 0.000228426 -6.55931e-05 -0.000199763 -3.65159e-05
internal_weight=0 0.00833649 0.00291232 0.00542416 0.00368706 0.00265684
internal_count=3121 2910 1281 1629 1345 1108
is_linear=0
shrinkage=0.00196078


Tree=7051
num_leaves=6
num_cat=0
split_feature=52 0 4 0 2
split_gain=1.24141e-05 3.08639e-05 3.26195e-05 3.06803e-05 4.32142e-05
threshold=0.11434500000000002 -0.077999999999999986 -0.35136499999999998 -0.10607499999999999 0.090935000000000016
decision_type=2 2 2 2 2
left_child=1 3 -3 4 -1
right_child=-2 2 -4 -5 -6
leaf_value=0.016692868254643625 -0.0099759936640360317 -0.0034099072329990803 0.018847563292922198 -0.018461542203963004 -0.007941265899847269
leaf_weight=0.001131684258080491 0.0010854861369687351 0.0011105616668956346 0.0016174342484036102 0.0010737125032747397 0.0019207744916391566
leaf_count=162 501 202 681 1269 306
internal_value=0 0.00153382 0.00978659 -0.00392245 0.00119172
internal_weight=0 0.00685417 0.002728 0.00412617 0.00305246
internal_count=3121 2620 883 1737 468
is_linear=0
shrinkage=0.1


Tree=7052
num_leaves=8
num_cat=0
split_feature=11 3 3 13 47 52 1
split_gain=4.79496e-05 4.21247e-05 5.99451e-05 7.68125e-05 9.40139e-05 5.85156e-05 4.63091e-05
threshold=0.078065000000000009 -0.10831999999999999 -0.078934999999999991 -0.061684999999999997 0.096175000000000024 -0.0064899999999999992 0.090475000000000014
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=0.00039808330831698 -0.00040963782520037816 -0.00043397876668903161 8.7779113620925725e-05 -0.0001964478549117971 -0.00061668732810027458 0.00036282581026404683 0.00066391833233996305
leaf_weight=0.001112563438062996 0.0010089060823186219 0.0010960538354632243 0.0011279618769787639 0.001454629117298727 0.0010043727920898186 0.0014227410318345349 0.0010227042078693068
leaf_count=197 211 1341 280 306 103 296 387
internal_value=0 4.32345e-05 -1.21479e-05 6.44963e-05 -0.000100196 8.00899e-05 0.00036175
internal_weight=0 0.00824103 0.00712846 0.00603241 0.00388174 0.00287737 0.00215067
internal_count=3121 2910 2713 1372 705 602 667
is_linear=0
shrinkage=0.00196078


Tree=7053
num_leaves=6
num_cat=0
split_feature=3 51 0 0 0
split_gain=1.25559e-05 2.24256e-05 4.09412e-05 5.30389e-05 3.03375e-05
threshold=0.13524500000000003 0.086685000000000012 -0.17169499999999996 -0.084269999999999984 -0.053834999999999994
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.016725602803716742 0.0094019277026727213 -0.015448894053657859 -0.018159342631597457 0.01844461169012716 -0.00311957117722092
leaf_weight=0.0012482658829077757 0.0011962851438078242 0.001010739396994139 0.0016280643899253136 0.0010048532446050331 0.0018600154733505183
leaf_count=133 192 383 1026 983 404
internal_value=0 -0.00171354 0.000704574 -0.00374653 0.00444407
internal_weight=0 0.00675194 0.0057412 0.00449293 0.00286487
internal_count=3121 2929 2546 2413 1387
is_linear=0
shrinkage=0.1


Tree=7054
num_leaves=6
num_cat=0
split_feature=11 2 43 52 52
split_gain=3.09475e-05 3.68791e-05 5.64948e-05 5.02303e-05 4.5953e-05
threshold=1.0000000180025095e-35 0.089885000000000007 -0.074359999999999996 -0.046924999999999988 0.092650000000000024
decision_type=2 2 2 2 2
left_child=1 2 -1 -3 -5
right_child=-2 3 -4 4 -6
leaf_value=0.00012527018417192876 -0.00032198098136218973 0.0004406718548767021 -0.00040565130688343721 -0.00019769689139149233 0.00027001499354378507
leaf_weight=0.0016331314384461359 0.0010142573372626399 0.0015439176933486776 0.0014589310097855022 0.0018057678599603067 0.0014611373575051309
leaf_count=686 244 458 918 429 386
internal_value=0 4.18405e-05 -0.000125235 0.000149225 1.14893e-05
internal_weight=0 0.00790289 0.00309206 0.00481082 0.00326691
internal_count=3121 2877 1604 1273 815
is_linear=0
shrinkage=0.00196078


Tree=7055
num_leaves=6
num_cat=0
split_feature=0 49 13 15 16
split_gain=1.0789e-05 2.03904e-05 4.87001e-05 4.60651e-05 3.08856e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.094514999999999988 -0.095244999999999982 0.0065250000000000004
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.019339248665153921 0.0070514770669017623 -0.01418733662495027 0.010463339425931074 -0.021611313977240587 9.522518762072764e-05
leaf_weight=0.0011024965548709371 0.0016909500760128116 0.0011184604987473801 0.0013783750499476656 0.0014898901284263238 0.0011704733662895532
leaf_count=280 325 650 230 1330 306
internal_value=0 -0.00195076 0.000711276 -0.0043738 -0.0120611
internal_weight=0 0.0062597 0.00514124 0.00403874 0.00266036
internal_count=3121 2796 2146 1866 1636
is_linear=0
shrinkage=0.1


Tree=7056
num_leaves=7
num_cat=0
split_feature=131 13 43 457 3 3
split_gain=1.79094e-05 3.71396e-05 4.0243e-05 3.27206e-05 3.3857e-05 3.63909e-05
threshold=0.078765000000000016 -0.076384999999999995 1.0000000180025095e-35 0.045365000000000009 0.088060000000000013 -0.028564999999999997
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=0.0004555281622233956 -0.00024443444814719359 -0.00018978625420510814 -6.0316436670982695e-05 0.00024610956078268586 -0.00037484243797112721 0.00028315809578361161
leaf_weight=0.0013541830217612938 0.001033052226295828 0.0016134750024868012 0.0010189673821598215 0.0010560467186299877 0.0015079315396036349 0.0010215314507445328
leaf_count=853 516 1028 207 173 160 184
internal_value=0 3.07858e-05 0.000234038 -6.19917e-05 -0.000140528 -6.4366e-06
internal_weight=0 0.00757214 0.00237315 0.00519898 0.00414294 0.00263501
internal_count=3121 2605 1060 1545 1372 1212
is_linear=0
shrinkage=0.00196078


Tree=7057
num_leaves=7
num_cat=0
split_feature=131 13 160 16 2 15
split_gain=1.74393e-05 4.12871e-05 4.17292e-05 5.20163e-05 3.54476e-05 1.80682e-05
threshold=0.078765000000000016 -0.076384999999999995 -0.080719999999999986 -0.018494999999999998 0.10005000000000001 -0.095869999999999983
decision_type=2 2 2 2 2 2
left_child=1 4 -3 5 -1 -4
right_child=-2 2 3 -5 -6 -7
leaf_value=9.7960908751739655e-06 -0.00024629391485760717 0.00027654130835182985 -0.00016067353614345029 -0.00042012858603970242 0.00049135120132843147 0.00017951786842754504
leaf_weight=0.0012274850316619777 0.0010363444769788824 0.0010508253656530443 0.00110079518036301 0.0017333486806047323 0.0011275503956314332 0.0013200407596535837
leaf_count=809 516 247 193 503 251 602
internal_value=0 2.4936e-05 -7.25321e-05 -0.000160832 0.000240356 2.48271e-05
internal_weight=0 0.00756005 0.00520501 0.00415418 0.00235504 0.00242084
internal_count=3121 2605 1545 1298 1060 795
is_linear=0
shrinkage=0.00196078


Tree=7058
num_leaves=7
num_cat=0
split_feature=11 43 0 2 15 16
split_gain=4.07021e-05 4.52627e-05 4.85173e-05 4.4629e-05 5.51822e-05 5.73403e-05
threshold=0.076920000000000002 -0.04890499999999999 -0.053834999999999994 0.089885000000000007 -0.095869999999999983 -0.065229999999999996
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=0.00045881154705976359 -0.00037301450902803702 -0.00036087585030252303 -6.7482900612944697e-05 -0.0003102739148100481 0.00051430317743763427 -7.1304325052129304e-05
leaf_weight=0.0016706345681396476 0.0010035031508028704 0.001406670098547053 0.0011282368759626417 0.0011386746125710496 0.0012292006797851452 0.0013476229677465946
leaf_count=1172 226 818 205 220 248 232
internal_value=0 4.61462e-05 0.00024666 -6.34192e-05 4.91965e-05 0.000208043
internal_weight=0 0.00792104 0.00279887 0.00512217 0.0037155 0.00257682
internal_count=3121 2895 1377 1518 700 480
is_linear=0
shrinkage=0.00196078


Tree=7059
num_leaves=7
num_cat=0
split_feature=11 3 133 16 52 51
split_gain=3.59173e-05 3.17382e-05 4.60023e-05 6.99091e-05 4.45543e-05 2.98539e-05
threshold=1.0000000180025095e-35 -0.10519499999999998 0.083950000000000011 -0.25582999999999995 1.0000000180025095e-35 -0.076794999999999988
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=0.00033560468713414281 -0.00035389243056139813 -0.00047508571575487538 0.00031482455865714177 -0.00035366551664559227 0.00038161520905182931 6.0081277662258823e-05
leaf_weight=0.0011900716176097897 0.0010001442970525845 0.0013695570636037295 0.0013280077232766495 0.0010387656283046677 0.0010654990125821794 0.0018911935439088251
leaf_count=177 244 223 939 237 665 636
internal_value=0 4.05534e-05 -1.1909e-05 -9.27857e-05 3.82585e-05 -8.66054e-05
internal_weight=0 0.00788309 0.00669302 0.00536502 0.00399546 0.00292996
internal_count=3121 2877 2700 1761 1538 873
is_linear=0
shrinkage=0.00196078


Tree=7060
num_leaves=6
num_cat=0
split_feature=43 3 52 16 0
split_gain=1.0851e-05 3.68542e-05 1.94768e-05 4.81834e-05 3.54784e-05
threshold=-0.04890499999999999 -0.077774999999999983 -0.069804999999999992 -0.008904999999999998 -0.10474999999999998
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.0045186114536745437 -0.013663873036181842 0.018459873701299357 -0.015298135669597372 0.018714658612015812 0.0078436824526876489
leaf_weight=0.001711505656798 0.001249809390410504 0.0011786580722780464 0.0016925574195890318 0.0010719404983566268 0.0010885313547587417
leaf_count=960 359 495 281 165 861
internal_value=0 0.00485241 -0.0028163 0.000702336 -0.00624032
internal_weight=0 0.00289016 0.00510284 0.00385303 0.00278109
internal_count=3121 1455 1666 1307 1142
is_linear=0
shrinkage=0.1


Tree=7061
num_leaves=5
num_cat=0
split_feature=457 2 3 3
split_gain=1.18654e-05 2.66007e-05 4.82097e-05 2.59104e-05
threshold=0.069910000000000014 0.11293500000000002 0.088060000000000013 -0.078934999999999991
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=-0.0078909759230485314 0.0091937367173752244 0.0085762950341531034 -0.022130637961584713 0.0089476358243151845
leaf_weight=0.0018606948096600666 0.0011852272285777848 0.0018508112517288729 0.0012861924067672338 0.0017957476528546658
leaf_count=1514 267 482 154 704
internal_value=0 -0.00164955 -0.00547871 0.000378783
internal_weight=0 0.00679345 0.00494263 0.00365644
internal_count=3121 2854 2372 2218
is_linear=0
shrinkage=0.1


Tree=7062
num_leaves=6
num_cat=0
split_feature=42 49 47 2 4
split_gain=1.21452e-05 2.26158e-05 2.82464e-05 2.94646e-05 2.04663e-05
threshold=0.091735000000000025 -0.00064499999999999985 0.10254000000000001 0.10222000000000002 -0.084369999999999987
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.0075049115988518504 -0.0094670883690397348 -0.0032941444516355889 0.020146285319171765 -0.010617524213445048 0.01516373980719285
leaf_weight=0.0019531514439880184 0.0011656264671830599 0.0010039833162172446 0.0010071782181616793 0.0013424361516230095 0.0014956034901083353
leaf_count=571 667 402 142 399 940
internal_value=0 0.00158048 0.00523988 0.0013322 0.00774995
internal_weight=0 0.00680235 0.0048492 0.00384202 0.00249959
internal_count=3121 2454 1883 1741 1342
is_linear=0
shrinkage=0.1


Tree=7063
num_leaves=7
num_cat=0
split_feature=50 4 151 16 16 52
split_gain=1.9523e-05 3.00409e-05 4.48638e-05 6.21886e-05 3.78466e-05 6.61694e-05
threshold=0.088425000000000017 0.40473500000000007 -0.024429999999999997 -0.092484999999999984 0.071345000000000006 0.091275000000000009
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=0.00034121685726484378 -0.00026382836052196663 0.00033390771570054423 -0.00040412962443757725 0.00028123927172772726 -0.00044412454884254081 0.00024158530213815306
leaf_weight=0.0010835574468898487 0.0010090711701058819 0.0010524186448250261 0.0017189163985928554 0.0015469018733319717 0.0011450764555610957 0.0010256833475663126
leaf_count=385 560 279 376 1060 403 58
internal_value=0 2.65111e-05 -2.3106e-05 -9.57187e-05 4.68797e-05 -0.000120127
internal_weight=0 0.00757255 0.00652014 0.00543658 0.00371766 0.00217076
internal_count=3121 2561 2282 1897 1521 461
is_linear=0
shrinkage=0.00196078


Tree=7064
num_leaves=6
num_cat=0
split_feature=4 151 4 1 13
split_gain=1.21061e-05 2.99416e-05 4.04529e-05 3.76722e-05 3.01375e-05
threshold=0.40473500000000007 -0.024429999999999997 -0.0029599999999999995 0.10781 -0.0034749999999999994
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -3
right_child=-2 2 3 -5 -6
leaf_value=0.013397187321715857 0.0092931132175310318 0.012829946344525781 -0.025875748609497401 -0.0019219902072184745 -0.0070533943201905591
leaf_weight=0.0011047258855154448 0.0011838586930022722 0.0015793306729909771 0.0012909757351403004 0.0013360352558412394 0.0014735549090328479
leaf_count=473 304 1158 543 115 528
internal_value=0 -0.00166604 -0.0045958 -0.0136934 0.00323273
internal_weight=0 0.00678462 0.0056799 0.00262701 0.00305289
internal_count=3121 2817 2344 658 1686
is_linear=0
shrinkage=0.1


Tree=7065
num_leaves=6
num_cat=0
split_feature=11 2 43 52 52
split_gain=3.31282e-05 3.86706e-05 5.02186e-05 4.87459e-05 4.64785e-05
threshold=1.0000000180025095e-35 0.089885000000000007 -0.074359999999999996 -0.046924999999999988 0.092650000000000024
decision_type=2 2 2 2 2
left_child=1 2 -1 -3 -5
right_child=-2 3 -4 4 -6
leaf_value=0.00010438970425280341 -0.00034041764021549198 0.00044134531833024812 -0.00040062278710533393 -0.00019882776429649808 0.00027915505819034209
leaf_weight=0.0016025983715321187 0.0010051246498927477 0.0014995499278098287 0.0014348352734906778 0.0017706298732113688 0.0014010238850303424
leaf_count=686 244 458 918 429 386
internal_value=0 3.80533e-05 -0.00013417 0.000150041 1.2313e-05
internal_weight=0 0.00770864 0.00303743 0.0046712 0.00317165
internal_count=3121 2877 1604 1273 815
is_linear=0
shrinkage=0.00196078


Tree=7066
num_leaves=7
num_cat=0
split_feature=11 3 0 16 51 1
split_gain=3.35416e-05 4.44988e-05 4.04744e-05 5.62846e-05 5.9194e-05 4.36245e-05
threshold=0.076920000000000002 -0.10519499999999998 -0.053834999999999994 0.0065250000000000004 0.081440000000000026 0.089770000000000016
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=0.00037671745738312578 -0.00034724303586079817 -0.00051793826097608115 -0.0003032736486404428 0.00046943632877747432 0.00032163443705939291 -2.1648832054657721e-05
leaf_weight=0.0012189464086938204 0.0010112903918142934 0.0010396842631855158 0.0015963263429702541 0.0010090873808085319 0.0012028352121804401 0.0019735968825108788
leaf_count=195 226 1183 326 407 310 474
internal_value=0 3.16439e-05 -3.00177e-05 5.34634e-05 -4.60958e-05 -0.000192886
internal_weight=0 0.00804048 0.00682153 0.0052252 0.00421612 0.00301328
internal_count=3121 2895 2700 2374 1967 1657
is_linear=0
shrinkage=0.00196078


Tree=7067
num_leaves=6
num_cat=0
split_feature=52 0 47 49 13
split_gain=1.17152e-05 2.40113e-05 4.68645e-05 3.10555e-05 2.23701e-05
threshold=0.11434500000000002 -0.019414999999999998 1.0000000180025095e-35 -0.054984999999999992 -0.033284999999999988
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.0093544091102511929 -0.009670538201530925 0.011986365966803941 -0.015994793504207166 -0.00050968753757512167 0.01866124459501687
leaf_weight=0.0011211898701900301 0.0010921898492300556 0.0016527218786763533 0.0016169093894265159 0.001043671183065065 0.0014603444437436902
leaf_count=264 501 307 336 964 749
internal_value=0 0.00147644 -0.0018371 0.00447749 0.0106708
internal_weight=0 0.00689484 0.00524211 0.00362521 0.00250402
internal_count=3121 2620 2313 1977 1713
is_linear=0
shrinkage=0.1


Tree=7068
num_leaves=7
num_cat=0
split_feature=48 16 15 0 47 43
split_gain=7.23419e-05 0.000116462 5.53712e-05 9.31409e-05 8.09009e-05 9.62236e-05
threshold=0.11951500000000001 -0.5048999999999999 -0.11713499999999999 -0.10607499999999999 0.085270000000000026 -0.084004999999999982
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=0.00066701165527463079 -0.00050900417748101802 -0.00044256064763516695 0.00039005300607209336 9.6042454745579232e-05 0.00033655481588187343 -0.00057343723252306124
leaf_weight=0.0010220271151655169 0.0010096325678245572 0.0011110284927640908 0.0019411233825439847 0.0014833112564898436 0.0010997526749803241 0.0018609464546099368
leaf_count=192 114 361 275 509 183 1487
internal_value=0 4.60895e-05 -3.8567e-05 3.17288e-05 -0.000124786 -0.000276496
internal_weight=0 0.00851819 0.00749616 0.00638513 0.00444401 0.00334426
internal_count=3121 3007 2815 2454 2179 1996
is_linear=0
shrinkage=0.00196078


Tree=7069
num_leaves=7
num_cat=0
split_feature=11 2 52 43 1 2
split_gain=2.41343e-05 3.20977e-05 5.35226e-05 4.93957e-05 4.20705e-05 5.42428e-05
threshold=1.0000000180025095e-35 0.089885000000000007 -0.046924999999999988 -0.074359999999999996 0.10937500000000001 0.10327000000000001
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=0.00011087138158519818 -0.000288940751406953 0.00043907111112269847 0.00015083106602242034 -0.00038915383210979089 0.00032356091382036679 -0.00046938309475748872
leaf_weight=0.0016261139176692312 0.0010068779087409026 0.0015136731834042632 0.0010729892486968985 0.0014253569064246606 0.0010001662705690162 0.0010958469688523756
leaf_count=686 244 458 394 918 174 247
internal_value=0 3.37852e-05 0.000135754 -0.000122693 -9.12502e-06 -0.000162544
internal_weight=0 0.00773415 0.00468268 0.00305147 0.003169 0.00216884
internal_count=3121 2877 1273 1604 815 641
is_linear=0
shrinkage=0.00196078


Tree=7070
num_leaves=6
num_cat=0
split_feature=1 0 150 16 16
split_gain=1.24997e-05 3.25926e-05 2.72382e-05 3.71364e-05 4.05952e-05
threshold=0.077565000000000009 0.024095000000000002 0.081835000000000019 -0.36241499999999999 -0.056919999999999991
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=-0.019342218887907443 -0.01790922507742488 0.0044175305020242783 0.015022595440167928 0.016263212201436832 -0.0060108783744092726
leaf_weight=0.0010447966279806616 0.0010324423690253838 0.0012904130395879096 0.0013266168321396038 0.0014630768055681333 0.0018564539560830804
leaf_count=1553 212 83 301 388 584
internal_value=0 -0.00621282 0.0024785 -0.00134533 0.00380638
internal_weight=0 0.00233521 0.00567859 0.00435197 0.00331953
internal_count=3121 1636 1485 1184 972
is_linear=0
shrinkage=0.1


Tree=7071
num_leaves=6
num_cat=0
split_feature=16 4 2 4 15
split_gain=1.51768e-05 2.18271e-05 3.69511e-05 3.41681e-05 2.06438e-05
threshold=-0.5048999999999999 0.098655000000000007 0.11093500000000002 -0.10429499999999998 -0.0063699999999999989
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
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leaf_value=0.010258417946989902 -0.016092399996384701 -0.012661439355126328 0.016108324793312746 -0.0043090020806874066 0.013594211574645999
leaf_weight=0.0012120641543928914 0.0014130773032311169 0.001472911617330307 0.0012529805672630992 0.0015429977860127507 0.0011055126954062665
leaf_count=222 289 340 326 931 1013
internal_value=0 -0.00188962 0.00109574 -0.00353557 0.00316396
internal_weight=0 0.00678748 0.00531457 0.00406159 0.00264851
internal_count=3121 2899 2559 2233 1944
is_linear=0
shrinkage=0.1


Tree=7072
num_leaves=7
num_cat=0
split_feature=50 4 151 1 15 4
split_gain=1.40489e-05 2.55052e-05 2.3485e-05 3.41258e-05 5.82545e-05 3.59905e-05
threshold=0.079410000000000008 0.27834500000000006 -0.016164999999999995 0.083835000000000007 -0.053579999999999996 -0.15764999999999998
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=0.012849258774357773 -0.010618698355749287 0.015635234443897122 0.015517275996197509 0.002717558030659659 -0.028481990321966147 -0.0090887921564974002
leaf_weight=0.0010091797272995563 0.0010856104405702538 0.0010927488759656049 0.0013259957760703321 0.0012369354413411231 0.0011594005524181361 0.0010774422996949378
leaf_count=365 609 315 77 183 331 1241
internal_value=0 0.00161919 -0.00101743 -0.00393298 -0.0123775 0.00448657
internal_weight=0 0.0069017 0.00580895 0.00479977 0.00239634 0.00240344
internal_count=3121 2512 2197 1832 514 1318
is_linear=0
shrinkage=0.1


Tree=7073
num_leaves=7
num_cat=0
split_feature=1 0 15 3 12 1
split_gain=2.10122e-05 3.95361e-05 2.87996e-05 4.67101e-05 5.40555e-05 8.87034e-05
threshold=0.077565000000000009 0.024095000000000002 1.0000000180025095e-35 0.11296500000000002 0.092355000000000007 0.094385000000000011
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=-0.0004239846150654219 1.3234741724684114e-05 7.0407827282406769e-05 -0.00021783844856639622 -0.00017475515518159543 -0.00013598836741812807 0.00075185435765216021
leaf_weight=0.0011360806595603276 0.0011914678461920553 0.0013740118401341815 0.0011631466373152781 0.0014225002672574169 0.0010128834359271754 0.0013150768834472714
leaf_count=1553 249 83 433 202 237 364
internal_value=0 -0.000153357 5.97548e-05 0.00012509 0.000246283 0.000400757
internal_weight=0 0.00251009 0.00610508 0.00494193 0.00351943 0.00250654
internal_count=3121 1636 1485 1052 850 613
is_linear=0
shrinkage=0.00196078


Tree=7074
num_leaves=7
num_cat=0
split_feature=11 1 3 4 3 16
split_gain=4.74521e-05 5.6422e-05 6.94519e-05 6.40536e-05 5.76449e-05 2.81394e-05
threshold=0.076920000000000002 0.094385000000000011 0.083060000000000009 -0.083854999999999985 0.0068900000000000012 -0.071854999999999988
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=0.00014742882655153494 -0.0004050762561402899 0.00051002897461041748 0.00019235160126405821 -0.00062762391857202661 7.1124122637890628e-06 -0.00024767724040263684
leaf_weight=0.0019326110742702075 0.0010075244083375271 0.0017190144864148073 0.0011930136178776908 0.0012171061685786557 0.0010037509127179128 0.0010509538174007236
leaf_count=430 226 522 179 1568 86 110
internal_value=0 4.60922e-05 0.000213457 -0.000113597 -0.000340745 -1.37343e-05
internal_weight=0 0.00811645 0.00396298 0.00415347 0.00222086 0.00224397
internal_count=3121 2895 811 2084 1654 289
is_linear=0
shrinkage=0.00196078


Tree=7075
num_leaves=8
num_cat=0
split_feature=11 48 2 52 12 15 2
split_gain=5.07478e-05 4.06345e-05 6.23201e-05 4.14505e-05 4.33023e-05 6.58212e-05 4.14258e-05
threshold=0.078065000000000009 0.088965000000000002 0.11237500000000002 0.084960000000000022 0.09202500000000001 -0.016799999999999995 0.11177500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -3
right_child=-2 6 -4 -5 -6 -7 -8
leaf_value=-0.00048426311386730179 -0.00042187661963103795 0.00056293841626103218 0.00038237230780147692 -0.0004254810448925779 0.00032038549470595487 0.00011551857232805204 5.5260137349043036e-06
leaf_weight=0.0012532479869232678 0.0010095598202272101 0.0010220904033637732 0.0011342246376951021 0.0013171565939701915 0.0010357686734460661 0.001603544378158656 0.0010283204462725759
leaf_count=452 211 274 349 762 352 577 144
internal_value=0 4.34232e-05 -3.41344e-05 -0.000124813 -2.30741e-05 -0.0001476 0.000283385
internal_weight=0 0.00839435 0.00634394 0.00520972 0.00389256 0.00285679 0.00205041
internal_count=3121 2910 2492 2143 1381 1029 418
is_linear=0
shrinkage=0.00196078


Tree=7076
num_leaves=7
num_cat=0
split_feature=11 43 0 2 3 0
split_gain=2.94369e-05 3.54843e-05 5.40865e-05 5.08904e-05 4.07739e-05 1.95391e-05
threshold=0.076920000000000002 -0.067199999999999996 -0.053834999999999994 0.089885000000000007 0.12178000000000001 -0.17169499999999996
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=0.00043292090416147773 -0.00032209830498662237 -0.00037704767443187649 -0.0001278618599690762 0.00043002522385219666 -0.00017724989481673951 5.5258652615294452e-05
leaf_weight=0.001677244353849795 0.0010146641695812338 0.0014357666539941997 0.0010915916263031897 0.0010245451101730254 0.0016277139615671586 0.0011190805658292302
leaf_count=1099 226 855 176 81 177 507
internal_value=0 3.24847e-05 0.000211837 -6.28843e-05 5.67191e-05 0.000234378
internal_weight=0 0.00797594 0.00276884 0.00520711 0.00377134 0.00214363
internal_count=3121 2895 1275 1620 765 588
is_linear=0
shrinkage=0.00196078


Tree=7077
num_leaves=7
num_cat=0
split_feature=11 43 2 0 4 16
split_gain=4.1487e-05 3.47346e-05 6.30182e-05 4.53576e-05 3.87464e-05 7.23037e-05
threshold=0.076920000000000002 -0.067199999999999996 0.089885000000000007 -0.053834999999999994 0.16173500000000005 -0.065229999999999996
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=0.00041677796957849503 -0.00038250328834273388 -0.00040517395466472958 0.00058410426798294931 -9.7874402461673503e-05 -0.00020085249482168553 -8.199589296206241e-05
leaf_weight=0.0016815880661587234 0.0010202962830366822 0.0014437977537409105 0.0011353036427403261 0.0010820327758335889 0.0012909946244712722 0.0013980640294792186
leaf_count=1099 226 855 260 176 199 306
internal_value=0 3.72467e-05 -5.61465e-05 0.000215278 7.56206e-05 0.00021651
internal_weight=0 0.00803178 0.00526816 0.00276362 0.00382436 0.00253337
internal_count=3121 2895 1620 1275 765 566
is_linear=0
shrinkage=0.00196078


Tree=7078
num_leaves=6
num_cat=0
split_feature=1 43 15 3 2
split_gain=1.20994e-05 2.77615e-05 2.6948e-05 3.52657e-05 4.48084e-05
threshold=0.077565000000000009 0.070450000000000013 1.0000000180025095e-35 0.10893000000000001 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=-0.015542593613303256 -0.0019432165065958859 0.0064233702798550951 -0.01175394546796169 -0.0079006660430528102 0.021616488448951504
leaf_weight=0.0013395658505818584 0.0014324443749918602 0.0010085530636958226 0.0010863559561167689 0.0013433016241609858 0.0018496811756717382
leaf_count=1424 393 212 433 208 451
internal_value=0 -0.00610788 0.00241923 0.00574803 0.0113341
internal_weight=0 0.00234812 0.00571178 0.00462543 0.00328213
internal_count=3121 1636 1485 1052 844
is_linear=0
shrinkage=0.1


Tree=7079
num_leaves=6
num_cat=0
split_feature=43 43 2 16 4
split_gain=1.2643e-05 3.73854e-05 2.71027e-05 3.36222e-05 4.18502e-05
threshold=-0.067199999999999996 -0.092909999999999979 0.089885000000000007 -0.065229999999999996 0.16173500000000005
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.0036467982004136389 -0.014235362321785839 0.019897826708911617 0.024396607175991725 -0.0095608048641625601 -0.0037494639039196416
leaf_weight=0.0017805197990518242 0.0015191314221371095 0.0010855846634558707 0.0010217014749425303 0.0015451396378145235 0.0010938701080167995
leaf_count=465 893 888 266 429 180
internal_value=0 0.00527112 -0.00300657 0.00165319 0.0098435
internal_weight=0 0.0028661 0.00517984 0.00366071 0.00211557
internal_count=3121 1353 1768 875 446
is_linear=0
shrinkage=0.1


Tree=7080
num_leaves=6
num_cat=0
split_feature=4 16 2 2 1
split_gain=1.19209e-05 1.97763e-05 5.38982e-05 3.59131e-05 2.75974e-05
threshold=0.24564500000000003 -0.092484999999999984 0.10644500000000001 0.090050000000000005 0.091900000000000023
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.012188610572942682 0.0068576455829511039 0.012280612184510112 0.019263983382016063 -0.019385039387001025 -0.010018261181285494
leaf_weight=0.0014975012530254158 0.0019050704663709853 0.0012171237400371668 0.0012008268888134676 0.0011906788137380055 0.0010202490858766094
leaf_count=430 426 1025 393 529 318
internal_value=0 -0.00219954 0.00103205 -0.00535449 0.00211226
internal_weight=0 0.00612638 0.00462888 0.00342805 0.00223737
internal_count=3121 2695 2265 1872 1343
is_linear=0
shrinkage=0.1


Tree=7081
num_leaves=6
num_cat=0
split_feature=50 160 43 43 48
split_gain=1.25571e-05 2.24953e-05 2.86746e-05 4.93703e-05 3.4843e-05
threshold=0.079410000000000008 -0.027994999999999996 -0.14968999999999996 -0.00045499999999999995 0.084670000000000009
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.012912298664256527 -0.010024304902811979 0.013253074318948416 -0.023707503057938541 0.0096520466190729362 -0.010865072386148186
leaf_weight=0.0013870809078161761 0.0010897864650135326 0.0010846965790571378 0.0010608628872125075 0.0019644040158544747 0.0014304552270607159
leaf_count=625 609 185 960 571 171
internal_value=0 0.0015235 -0.00132776 -0.0048773 0.00100697
internal_weight=0 0.0069275 0.00554042 0.00445572 0.00339486
internal_count=3121 2512 1887 1702 742
is_linear=0
shrinkage=0.1


Tree=7082
num_leaves=6
num_cat=0
split_feature=52 52 0 2 0
split_gain=1.20063e-05 3.91817e-05 2.58839e-05 5.64126e-05 4.48046e-05
threshold=-0.081429999999999989 -0.0064899999999999992 -0.14001499999999997 0.10097500000000002 -0.077999999999999986
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=0.0068607428704575901 -0.019237204234095365 0.012557616560335536 -0.0062692028095362208 -0.022196808295180538 0.021374687928841427
leaf_weight=0.0019163229461224909 0.0011064854133912777 0.0014980611975466342 0.0013951061542170169 0.0010759329792873842 0.0010113226557920312
leaf_count=771 438 234 999 338 341
internal_value=0 -0.00221547 0.00156619 -0.00316216 0.00534838
internal_weight=0 0.00608691 0.00498042 0.00348236 0.00240643
internal_count=3121 2350 1912 1678 1340
is_linear=0
shrinkage=0.1


Tree=7083
num_leaves=7
num_cat=0
split_feature=3 13 48 2 0 2
split_gain=1.16017e-05 2.65098e-05 3.41809e-05 5.49672e-05 2.92009e-05 2.45427e-05
threshold=0.13524500000000003 -0.095539999999999986 0.091545000000000015 0.084245000000000014 -0.083914999999999976 0.099185000000000009
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=-0.016415581021873609 0.0090267425585162687 0.020068151467282004 0.016821703449269153 -0.025046995920756099 -0.0025680830144370129 -0.0045122631823396311
leaf_weight=0.0010301019371152477 0.0011996935786700814 0.0010984048569388401 0.0011039871374051748 0.001027839880036607 0.001184374418864828 0.0013418925445256289
leaf_count=217 192 317 283 1054 482 576
internal_value=0 -0.00164098 0.00100288 -0.00275075 0.00832379 -0.0134189
internal_weight=0 0.0067866 0.0057565 0.00465251 0.00228278 0.00236973
internal_count=3121 2929 2712 2429 799 1630
is_linear=0
shrinkage=0.1


Tree=7084
num_leaves=8
num_cat=0
split_feature=11 48 0 2 43 13 13
split_gain=3.41566e-05 3.66376e-05 9.76295e-05 5.89346e-05 4.27371e-05 8.42653e-05 5.80837e-05
threshold=0.078065000000000009 0.083985000000000018 -0.18901999999999997 0.11237500000000002 -0.074359999999999996 -0.095304999999999987 -0.0034749999999999994
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=0.00037299370399229259 -0.00033792641880473097 -0.00015122396797254603 0.00062044441804733758 0.00035459393955066318 8.3880789786192165e-05 -0.00062765890410032468 -0.00025684728840567975
leaf_weight=0.0011353223713245135 0.0010197799588324901 0.0012429965882005956 0.0012789015832023578 0.00116399939476018 0.0011597275060632971 0.001427592513753589 0.0011165407788367426
leaf_count=597 211 75 469 343 137 1057 232
internal_value=0 4.17813e-05 0.000240103 -4.15326e-05 -0.000136815 -0.000308722 6.06998e-05
internal_weight=0 0.00852508 0.0025219 0.00600318 0.00483918 0.00258732 0.00225186
internal_count=3121 2910 544 2366 2023 1194 829
is_linear=0
shrinkage=0.00196078


Tree=7085
num_leaves=6
num_cat=0
split_feature=49 0 4 4 0
split_gain=1.14572e-05 2.08924e-05 5.0599e-05 4.6456e-05 1.84978e-05
threshold=-0.047584999999999995 -0.10836499999999999 0.071150000000000005 -0.083854999999999985 -0.18901999999999997
decision_type=2 2 2 2 2
left_child=-1 4 3 -3 -2
right_child=1 2 -4 -5 -6
leaf_value=0.0070465677435262017 -0.00012761037721653782 0.0045580252572493922 0.02107914310514131 -0.021828442578379039 -0.018509170171788474
leaf_weight=0.0017779403109321841 0.0010303547159146859 0.0019548380917916979 0.001051603032829391 0.0010129969423660666 0.0011681289313422759
leaf_count=403 110 562 292 1483 271
internal_value=0 -0.00205658 0.0022304 -0.00444834 -0.00989436
internal_weight=0 0.00621792 0.00401944 0.00296784 0.00219848
internal_count=3121 2718 2337 2045 381
is_linear=0
shrinkage=0.1


Tree=7086
num_leaves=6
num_cat=0
split_feature=42 160 151 16 2
split_gain=1.17498e-05 2.94342e-05 3.81189e-05 4.89751e-05 3.57287e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 0.16703000000000004 0.086885000000000004
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0088137574743811474 -0.010360474462289087 -0.011679849138815033 0.0018603998297360394 -0.0084449988528414923 0.024559488659193413
leaf_weight=0.0012788102899869 0.0015650538418897891 0.0010511947817174062 0.0010910764857408829 0.0010930437582919125 0.0019026324053226385
leaf_count=862 828 300 406 278 447
internal_value=0 0.00164617 0.00530347 0.00967192 0.0162867
internal_weight=0 0.006703 0.00513795 0.00408675 0.00299371
internal_count=3121 2259 1431 1131 853
is_linear=0
shrinkage=0.1


Tree=7087
num_leaves=6
num_cat=0
split_feature=43 3 4 47 3
split_gain=1.25705e-05 3.81526e-05 2.2458e-05 3.94005e-05 4.40445e-05
threshold=-0.067199999999999996 -0.077774999999999983 -0.062539999999999984 0.077555000000000013 0.090900000000000009
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.0042023641269917176 -0.012966593324446394 0.019443367573129394 -0.0067001850195105642 -0.014397327652645881 0.020207072292621961
leaf_weight=0.0016952504837995459 0.001564788024447426 0.0011420734445263148 0.0010839932930277528 0.0010936988258812667 0.0013864271366683715
leaf_count=926 930 427 455 186 197
internal_value=0 0.00531546 -0.0029799 0.00140465 0.00840046
internal_weight=0 0.00283732 0.00512891 0.00356412 0.00247042
internal_count=3121 1353 1768 838 652
is_linear=0
shrinkage=0.1


Tree=7088
num_leaves=7
num_cat=0
split_feature=50 484 52 2 48 43
split_gain=1.8478e-05 2.41859e-05 2.67603e-05 4.82742e-05 6.01367e-05 3.87449e-05
threshold=0.088425000000000017 0.073690000000000019 -0.088614999999999985 0.11389000000000002 0.081275000000000014 -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=-0.00027604717796203603 -0.00025095942957721151 0.00031179082045734702 -0.00024553241367584051 -0.00030689535444395835 0.00053314856431546762 0.00020456720301943124
leaf_weight=0.0011997035677798317 0.0010010263227376078 0.001029521487858588 0.0013391536118212662 0.0011476701759451985 0.0011295596896871438 0.0016305947085271018
leaf_count=511 560 342 829 265 252 362
internal_value=0 3.27158e-05 -1.18519e-05 4.85554e-05 0.00014807 1.60302e-06
internal_weight=0 0.0074762 0.00644668 0.00524698 0.00409931 0.00296975
internal_count=3121 2561 2219 1708 1443 1191
is_linear=0
shrinkage=0.00196078


Tree=7089
num_leaves=6
num_cat=0
split_feature=484 42 43 16 0
split_gain=1.16106e-05 1.83323e-05 3.51794e-05 3.78048e-05 4.51541e-05
threshold=0.073690000000000019 -1.0000000180025095e-35 -0.074359999999999996 -0.029084999999999996 -0.20211999999999997
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.012843838272905393 0.0097873694994971214 0.0139469853233299 -0.013057933729101624 -0.017029530056900749 0.013067872151356892
leaf_weight=0.0011827767482469002 0.0010477373509656827 0.0015070288570211161 0.00108021843690695 0.0014362768688774459 0.0017068324741359787
leaf_count=806 394 734 103 435 649
internal_value=0 -0.00150912 0.000830426 -0.00385001 0.00294191
internal_weight=0 0.00691313 0.00573036 0.00422333 0.00278705
internal_count=3121 2727 1921 1187 752
is_linear=0
shrinkage=0.1


Tree=7090
num_leaves=5
num_cat=0
split_feature=42 49 15 12
split_gain=1.26046e-05 2.79138e-05 2.69566e-05 4.84243e-05
threshold=0.091735000000000025 -0.00064499999999999985 -0.037864999999999989 0.051320000000000005
decision_type=2 2 2 2
left_child=1 -1 -3 -4
right_child=-2 2 3 -5
leaf_value=-0.0084793741431896229 -0.0096198829145336638 -0.0033098126641595907 0.029204630267293936 0.0021322901523729491
leaf_weight=0.0019464343756399466 0.0011669621739839259 0.001967402029320693 0.0010331319379900958 0.0018328740299536216
leaf_count=571 667 770 160 953
internal_value=0 0.00163192 0.00570379 0.0118913
internal_weight=0 0.00677984 0.00483341 0.00286601
internal_count=3121 2454 1883 1113
is_linear=0
shrinkage=0.1


Tree=7091
num_leaves=7
num_cat=0
split_feature=11 2 52 3 3 0
split_gain=3.62577e-05 4.29407e-05 6.20623e-05 4.01813e-05 3.69533e-05 3.17985e-05
threshold=1.0000000180025095e-35 0.089885000000000007 -0.081429999999999989 0.12178000000000001 -0.078934999999999991 -0.14649999999999996
decision_type=2 2 2 2 2 2
left_child=1 4 -3 5 -1 -4
right_child=-2 2 3 -5 -6 -7
leaf_value=-0.00042320847003474746 -0.00034930705780964952 0.00059307838317131892 0.00045818102512709913 -0.00022381387281534534 2.3239872900223148e-05 4.8349508487904705e-06
leaf_weight=0.0011112642421987067 0.0010218121978964783 0.0010028644125121468 0.0010276014294259852 0.0013704446365469958 0.0019879398384793283 0.0014125069992591455
leaf_count=1093 244 341 121 142 511 669
internal_value=0 4.31731e-05 0.000159078 4.48576e-05 -0.000136841 0.000195752
internal_weight=0 0.00791262 0.00481342 0.00381055 0.0030992 0.00244011
internal_count=3121 2877 1273 932 1604 790
is_linear=0
shrinkage=0.00196078


Tree=7092
num_leaves=7
num_cat=0
split_feature=52 13 2 3 15 16
split_gain=1.12159e-05 2.89168e-05 2.67684e-05 2.47501e-05 4.22122e-05 3.06125e-05
threshold=0.11434500000000002 -0.084034999999999985 0.10005000000000001 0.097915000000000016 -0.089549999999999991 0.0065250000000000004
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=0.0002160760397251757 -0.0094792716050362252 0.016306024076748658 0.022449532953115636 -0.01528701414773174 -0.018753506774204981 0.0044648963412903999
leaf_weight=0.0011135369469574281 0.0010824677841692427 0.0012233699534721634 0.0010541414609819748 0.0012057114710573302 0.0010965583623741217 0.0011777405656725666
leaf_count=589 501 376 187 133 903 432
internal_value=0 0.00147231 0.0110282 -0.00293178 0.00132731 -0.00672991
internal_weight=0 0.00687106 0.00216768 0.00470338 0.00349767 0.0022743
internal_count=3121 2620 776 1844 1711 1335
is_linear=0
shrinkage=0.1


Tree=7093
num_leaves=7
num_cat=0
split_feature=11 151 48 2 52 15
split_gain=4.68041e-05 3.42209e-05 5.80828e-05 7.8935e-05 6.27255e-05 7.82762e-05
threshold=0.076920000000000002 -0.0083949999999999979 0.091220000000000009 0.10882500000000002 0.084960000000000022 -0.016799999999999995
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=-0.00021844177505186092 -0.00040131820119849158 -0.00033237498638353618 0.00048618285582318011 0.00048291452250789115 -0.00048934859512536589 0.00029448515362511966
leaf_weight=0.0015462355772324883 0.0010163697062111092 0.0012844262151313602 0.0012512658773567512 0.0011168403236073744 0.0011713042401780898 0.001896927089119278
leaf_count=528 226 452 235 353 718 609
internal_value=0 4.45687e-05 0.000105079 1.78934e-05 -0.000101425 4.13993e-05
internal_weight=0 0.008267 0.00672076 0.0054695 0.00435266 0.00318135
internal_count=3121 2895 2367 2132 1779 1061
is_linear=0
shrinkage=0.00196078


Tree=7094
num_leaves=6
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split_feature=42 49 47 2 4
split_gain=1.20015e-05 2.27705e-05 2.86188e-05 2.80376e-05 2.25023e-05
threshold=0.091735000000000025 -0.00064499999999999985 0.10254000000000001 0.10222000000000002 -0.084369999999999987
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.0075314760569114587 -0.0093677000883825648 -0.0040429540913854206 0.020248353625053454 -0.010432362921982878 0.015301392132484302
leaf_weight=0.0019497311094215783 0.0011713911757037397 0.0010035422877684231 0.0010093705936691493 0.0013266822086066814 0.0015004011252659681
leaf_count=571 667 402 142 399 940
internal_value=0 0.00159274 0.00526831 0.00132107 0.00754847
internal_weight=0 0.00678973 0.00484 0.00383063 0.00250394
internal_count=3121 2454 1883 1741 1342
is_linear=0
shrinkage=0.1


Tree=7095
num_leaves=7
num_cat=0
split_feature=50 484 43 43 2 2
split_gain=1.73331e-05 2.89672e-05 2.56892e-05 5.05981e-05 4.87008e-05 3.166e-05
threshold=0.088425000000000017 0.073690000000000019 -0.14968999999999996 -0.00067499999999999993 0.10613000000000002 0.089885000000000007
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=0.0002125109815808087 -0.00024625417466526484 0.00033017649267480455 -0.00042705408851529075 -4.3618876518642296e-05 -0.00022767769647998907 0.00042588232158212181
leaf_weight=0.0014093267894531867 0.0010210591445619565 0.0010383190499431011 0.0012645633587459121 0.0010058548666082266 0.0016832049984794881 0.001224356836581569
leaf_count=212 560 342 1190 286 306 225
internal_value=0 2.57839e-05 -2.21957e-05 -8.60775e-05 2.41041e-05 0.000214131
internal_weight=0 0.00762563 0.00658731 0.00517798 0.00391342 0.00223021
internal_count=3121 2561 2219 2007 817 511
is_linear=0
shrinkage=0.00196078


Tree=7096
num_leaves=6
num_cat=0
split_feature=49 52 2 42 0
split_gain=1.34747e-05 2.08808e-05 4.52673e-05 6.63382e-05 3.45009e-05
threshold=-0.047584999999999995 0.10744000000000002 0.11215000000000001 0.084050000000000014 -0.10151999999999999
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.0076516383137495512 0.021313042761728827 0.010147229922890487 -0.022951529514658762 -0.020167548454425997 -0.0011157710002901845
leaf_weight=0.0017771551346867972 0.0011806191593437525 0.0011172144568338781 0.0010956308524084114 0.0011557119557073442 0.0016364752036455302
leaf_count=403 187 506 343 775 907
internal_value=0 -0.0022279 -0.00495569 7.24379e-06 0.00828395
internal_weight=0 0.00618565 0.00506844 0.00397281 0.00281709
internal_count=3121 2718 2212 1869 1094
is_linear=0
shrinkage=0.1


Tree=7097
num_leaves=6
num_cat=0
split_feature=4 52 3 3 2
split_gain=1.24496e-05 1.55599e-05 2.68787e-05 3.09877e-05 3.86077e-05
threshold=0.27834500000000006 -0.12005499999999998 -0.082094999999999987 -1.0000000180025095e-35 0.10222000000000002
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.013235388932876908 0.0089081528873127883 0.010462749879302425 -0.017632477583660499 0.011229870671891741 -0.013576801925840702
leaf_weight=0.0010054911264835154 0.001304944516398311 0.0017728169119826317 0.0012149370331327519 0.0016258684914562307 0.0010216055372624117
leaf_count=512 340 1021 973 161 114
internal_value=0 -0.00177597 0.000268729 -0.00441025 0.00165749
internal_weight=0 0.00664072 0.00563523 0.00386241 0.00264747
internal_count=3121 2781 2269 1248 275
is_linear=0
shrinkage=0.1


Tree=7098
num_leaves=5
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split_feature=16 1 43 4
split_gain=1.23915e-05 4.52714e-05 3.34777e-05 3.6245e-05
threshold=0.38525000000000004 0.077565000000000009 -0.0024749999999999993 0.053180000000000012
decision_type=2 2 2 2
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right_child=-2 2 3 -5
leaf_value=-0.014639638418453105 0.0098595805593529786 0.015024783922630364 -0.013340927577449103 0.0077598955745869676
leaf_weight=0.001916565505395409 0.0010945022283495769 0.0016624028907789076 0.0015717902027118859 0.0016885769773205286
leaf_count=1511 311 665 378 256
internal_value=0 -0.00160053 0.00347595 -0.0024126
internal_weight=0 0.00683934 0.00492277 0.00326037
internal_count=3121 2810 1299 634
is_linear=0
shrinkage=0.1


Tree=7099
num_leaves=7
num_cat=0
split_feature=3 13 457 3 13 43
split_gain=1.26198e-05 2.1756e-05 3.0842e-05 7.39569e-05 2.91874e-05 3.47803e-05
threshold=0.13524500000000003 -0.095539999999999986 0.069910000000000014 0.088060000000000013 0.0076650000000000008 -0.074359999999999996
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=-0.015127338935863014 0.0094817001466101208 0.02440038163555909 0.016245649991034481 -0.025657323338364416 -0.0066039434159352178 -0.0013218041265272108
leaf_weight=0.0010226286425112485 0.0011886309080714553 0.0010670189413634612 0.0010442775587820828 0.0010835996864835985 0.0014794463268228033 0.0010361355045954395
leaf_count=217 192 785 238 129 471 1089
internal_value=0 -0.00169476 0.000710732 -0.00276592 0.00415785 0.0117281
internal_weight=0 0.00673311 0.00571048 0.0046662 0.0035826 0.00210315
internal_count=3121 2929 2712 2474 2345 1874
is_linear=0
shrinkage=0.1


Tree=7100
num_leaves=6
num_cat=0
split_feature=11 2 43 52 52
split_gain=5.33758e-05 4.00397e-05 6.22373e-05 5.95178e-05 5.08894e-05
threshold=1.0000000180025095e-35 0.089885000000000007 -0.074359999999999996 -0.046924999999999988 0.092650000000000024
decision_type=2 2 2 2 2
left_child=1 2 -1 -3 -5
right_child=-2 3 -4 4 -6
leaf_value=0.00013529186687019743 -0.00042887338414173575 0.00047804916761023957 -0.00041941796981026248 -0.00020859379828533158 0.0002872218480200795
leaf_weight=0.0016663047968726449 0.0010140016560927717 0.001547557885642811 0.001458127991030033 0.0018024779697810417 0.0014251459585049525
leaf_count=686 244 458 918 429 386
internal_value=0 4.89933e-05 -0.000123583 0.000161911 1.03319e-05
internal_weight=0 0.00789961 0.00312443 0.00477518 0.00322762
internal_count=3121 2877 1604 1273 815
is_linear=0
shrinkage=0.00196078


Tree=7101
num_leaves=7
num_cat=0
split_feature=131 13 0 160 16 15
split_gain=1.88413e-05 4.25101e-05 3.23431e-05 3.04198e-05 4.58475e-05 2.33151e-05
threshold=0.078765000000000016 -0.076384999999999995 -0.084269999999999984 -0.080719999999999986 -0.018494999999999998 -0.095869999999999983
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=2.0101935613598264e-05 -0.00025258349859016863 0.00022795090291964558 0.00047907754895735804 -0.0001783986367588662 -0.00039096264371429342 0.00020761034020779013
leaf_weight=0.0011906048826792436 0.0010345309330373137 0.0010518613101192752 0.0011707037375935699 0.0011234921597962101 0.0017130744470286656 0.001295049428995957
leaf_count=687 516 247 373 193 503 602
internal_value=0 2.95903e-05 0.000247656 -6.97484e-05 -0.000145539 2.82965e-05
internal_weight=0 0.00754479 0.00236131 0.00518348 0.00413162 0.00241854
internal_count=3121 2605 1060 1545 1298 795
is_linear=0
shrinkage=0.00196078


Tree=7102
num_leaves=6
num_cat=0
split_feature=42 160 151 12 1
split_gain=1.15461e-05 2.90295e-05 3.23926e-05 4.61715e-05 5.07586e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 0.095330000000000012 0.094385000000000011
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
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leaf_value=-0.008762459387532312 -0.010307565034061281 -0.010455595092598954 0.0040711333068147847 -0.0084000130916272765 0.030318797920629817
leaf_weight=0.0012699454026651137 0.0015577109262372955 0.00104046542660278 0.0016585832943079742 0.0010798539643920649 0.0013256239611272474
leaf_count=862 828 300 539 289 303
internal_value=0 0.00164178 0.00528828 0.00931897 0.0157307
internal_weight=0 0.00666224 0.00510453 0.00406406 0.00298421
internal_count=3121 2259 1431 1131 842
is_linear=0
shrinkage=0.1


Tree=7103
num_leaves=7
num_cat=0
split_feature=50 484 43 43 48 1
split_gain=3.18825e-05 4.26729e-05 2.84431e-05 6.18658e-05 4.99604e-05 3.57714e-05
threshold=0.088425000000000017 0.073690000000000019 -0.14968999999999996 -0.00067499999999999993 0.085130000000000025 0.077565000000000009
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=0.00022172354929148519 -0.00033226042744189901 0.00039870951987825635 -0.00046764293522473353 -6.9897836477151364e-05 -0.00024591901508046605 0.00041431758570376607
leaf_weight=0.0014284964592164917 0.0010280261569508278 0.0010700399583974491 0.0012659736798864155 0.0010238806264517891 0.0015309570499717081 0.0013733365508568462
leaf_count=212 560 342 1190 295 176 346
internal_value=0 3.53949e-05 -2.33069e-05 -9.06953e-05 3.07876e-05 0.000207503
internal_weight=0 0.00769268 0.00662264 0.00519415 0.00392817 0.00239722
internal_count=3121 2561 2219 2007 817 641
is_linear=0
shrinkage=0.00196078


Tree=7104
num_leaves=7
num_cat=0
split_feature=13 48 1 3 2 16
split_gain=1.91437e-05 3.48625e-05 5.10083e-05 3.0938e-05 7.44135e-05 3.74582e-05
threshold=-0.23438999999999996 0.11280000000000003 0.111945 -0.12018999999999998 0.092365000000000017 -0.078844999999999985
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=0.00023829266688399261 0.00017144038439916799 -0.00037381678995104502 0.00031243730092766765 0.00025578748225805987 -0.0005649864940183029 -0.00023991944145584492
leaf_weight=0.0010682713735658744 0.0012975277949034683 0.0010494089422142232 0.0016242240696718686 0.0012566860946577798 0.0012651688215842135 0.0010982847035737164
leaf_count=169 268 126 302 704 714 838
internal_value=0 -4.20519e-05 1.11678e-05 -8.83366e-05 -0.000181446 2.46053e-05
internal_weight=0 0.0075913 0.00654189 0.00491767 0.00362014 0.00235497
internal_count=3121 2952 2826 2524 2256 1542
is_linear=0
shrinkage=0.00196078


Tree=7105
num_leaves=6
num_cat=0
split_feature=4 42 0 49 15
split_gain=3.65305e-05 3.89858e-05 3.58425e-05 4.95482e-05 7.62749e-05
threshold=0.27834500000000006 0.091545000000000015 -0.019414999999999998 -0.0060549999999999988 -0.0088349999999999974
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
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leaf_weight=0.0017967925153306329 0.0014969205283247534 0.0010162985354870945 0.0018218375362474386 0.0014450912814353927 0.0015703089989483219
leaf_count=440 340 579 235 673 854
internal_value=0 -5.71699e-05 -2.38449e-06 -9.1064e-05 6.25209e-05
internal_weight=0 0.00765033 0.00663403 0.00481219 0.0030154
internal_count=3121 2781 2202 1967 1527
is_linear=0
shrinkage=0.00196078


Tree=7106
num_leaves=6
num_cat=0
split_feature=0 1 47 0 3
split_gain=1.30668e-05 3.28514e-05 3.78672e-05 4.23092e-05 2.48634e-05
threshold=-0.060129999999999996 0.08844500000000001 0.092530000000000015 -0.14116499999999996 -0.10831999999999999
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -2
right_child=4 2 -4 -5 -6
leaf_value=-0.016267177998233955 0.017970860822764993 -0.0024470902442062115 -0.013311573268698801 0.022879818607659384 -0.0017801733126049481
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leaf_count=1665 195 203 196 484 378
internal_value=0 -0.00295618 0.00175512 0.00825108 0.00558046
internal_weight=0 0.00523844 0.00386903 0.00270345 0.00272622
internal_count=3121 2548 883 687 573
is_linear=0
shrinkage=0.1


Tree=7107
num_leaves=7
num_cat=0
split_feature=11 13 12 49 15 0
split_gain=3.18771e-05 5.4766e-05 3.54008e-05 6.17254e-05 5.83838e-05 4.14287e-07
threshold=0.076920000000000002 -0.091054999999999983 0.051320000000000005 -0.009244999999999998 -0.033689999999999991 -0.08841499999999998
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 4 -6 -7
leaf_value=0.00034752499751643462 -0.00033112328617397434 -0.00030451238058555737 -0.00027607401552909826 -6.0028107088623554e-05 0.0005103550184531871 0.00029109140088044927
leaf_weight=0.0010001367544680984 0.0010106281494216196 0.0013001353238319253 0.0019055151656770268 0.001438540241075686 0.0013258577276795979 0.0010003970316499044
leaf_count=255 226 213 1844 277 152 154
internal_value=0 3.8531e-05 -5.55549e-05 4.78279e-05 0.000213538 0.000319305
internal_weight=0 0.00797058 0.00597005 0.00406453 0.0027644 0.00200053
internal_count=3121 2895 2486 642 429 409
is_linear=0
shrinkage=0.00196078


Tree=7108
num_leaves=6
num_cat=0
split_feature=52 13 2 48 0
split_gain=1.26786e-05 3.07356e-05 3.16266e-05 6.29641e-05 3.09891e-05
threshold=0.11434500000000002 -0.094514999999999988 0.11215000000000001 0.083985000000000018 -0.077999999999999986
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
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leaf_value=0.01257706911768154 -0.010056174616500796 -0.017921984234894148 -0.01800053506574608 0.021808953494604419 0.0029767965339733428
leaf_weight=0.0018496030827427944 0.0010894197849130602 0.001269509279717355 0.0010431539792497462 0.001108395010864553 0.0016085243843163362
leaf_count=318 501 1153 313 328 508
internal_value=0 0.00155459 -0.00249887 0.00155755 -0.00624172
internal_weight=0 0.00687919 0.00502958 0.00398643 0.00287803
internal_count=3121 2620 2302 1989 1661
is_linear=0
shrinkage=0.1


Tree=7109
num_leaves=7
num_cat=0
split_feature=4 40 47 3 43 16
split_gain=3.20819e-05 3.09381e-05 5.25232e-05 4.13752e-05 5.12212e-05 2.40636e-05
threshold=0.27834500000000006 -0.064864999999999992 0.092165000000000011 0.090900000000000009 -0.084004999999999982 -0.090764999999999985
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=-0.00036943659281750402 0.00026515178738416404 7.3453967075278625e-05 0.00033687159254504502 0.00017197161401101373 -0.00019737874439550306 -0.00062192776197057375
leaf_weight=0.001035211399471608 0.0014363782776350316 0.001397605796629391 0.001365002151969278 0.0015220292206106316 0.0010099000789992093 0.0010438268874707816
leaf_count=199 340 536 272 184 344 1246
internal_value=0 -5.516e-05 -3.83092e-06 -9.7341e-05 -0.000216107 -0.00041316
internal_weight=0 0.00737358 0.00633836 0.00497336 0.00345133 0.00205373
internal_count=3121 2781 2582 2310 2126 1590
is_linear=0
shrinkage=0.00196078


Tree=7110
num_leaves=7
num_cat=0
split_feature=131 13 160 16 0 0
split_gain=2.49435e-05 4.17686e-05 6.83102e-05 7.30339e-05 4.21267e-05 3.26405e-05
threshold=0.078765000000000016 -0.076384999999999995 -0.081069999999999989 -0.018494999999999998 -0.084269999999999984 -0.11756999999999999
decision_type=2 2 2 2 2 2
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leaf_value=-8.032175648343364e-06 -0.0002873562290383599 0.00039798159967189845 -0.00013588090056791547 -0.00046202238112864403 0.00050818449140060137 0.0003204059729643842
leaf_weight=0.0012371517781054656 0.0010664060805518098 0.0010009433016940393 0.0014809807742019612 0.0018774956408343659 0.0011947429235951456 0.0010164424915968444
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internal_weight=0 0.00780776 0.00537586 0.00437492 0.00243189 0.00249742
internal_count=3121 2605 1545 1307 1060 796
is_linear=0
shrinkage=0.00196078


Tree=7111
num_leaves=6
num_cat=0
split_feature=4 16 2 4 15
split_gain=1.31128e-05 1.72588e-05 5.22581e-05 2.954e-05 5.42087e-05
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decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
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leaf_count=430 426 216 393 596 1060
internal_value=0 -0.00228534 0.000765753 -0.00554036 0.00062652
internal_weight=0 0.00610391 0.00459204 0.00340292 0.00236626
internal_count=3121 2695 2265 1872 1656
is_linear=0
shrinkage=0.1


Tree=7112
num_leaves=6
num_cat=0
split_feature=50 160 43 43 48
split_gain=1.35004e-05 2.36477e-05 2.66791e-05 4.34561e-05 3.76251e-05
threshold=0.079410000000000008 -0.027994999999999996 -0.14968999999999996 -0.00045499999999999995 0.084670000000000009
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.013270606151698353 -0.010448425282180998 0.012749380146596849 -0.022557279399630772 0.0097341685262796948 -0.011647482518717046
leaf_weight=0.0013856943638449635 0.0010763248606619393 0.0010797184697167025 0.0010493634297681432 0.001956638745186172 0.001420456053059523
leaf_count=625 609 185 960 571 171
internal_value=0 0.00159398 -0.00134459 -0.00478244 0.00074073
internal_weight=0 0.00689187 0.00550618 0.00442646 0.00337709
internal_count=3121 2512 1887 1702 742
is_linear=0
shrinkage=0.1


Tree=7113
num_leaves=6
num_cat=0
split_feature=49 15 15 4 43
split_gain=1.15097e-05 2.01275e-05 3.43733e-05 3.18208e-05 2.60995e-05
threshold=-0.047584999999999995 -0.055554999999999993 -0.15026499999999995 0.033845000000000007 -0.084004999999999982
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -3
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leaf_value=0.0070544869825282259 0.0043442062940640758 0.0092710246871099931 -0.0191623720965086 0.017761691288818125 -0.011116171334107253
leaf_weight=0.0017800668159731435 0.0011020842797874937 0.0010342631822104795 0.0014282572276572473 0.001011402080840574 0.001598355811343868
leaf_count=403 351 369 693 129 1176
internal_value=0 -0.00207241 -0.00892414 0.0026853 -0.00310676
internal_weight=0 0.00617436 0.00253034 0.00364402 0.00263262
internal_count=3121 2718 1044 1674 1545
is_linear=0
shrinkage=0.1


Tree=7114
num_leaves=7
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split_feature=50 484 52 2 48 0
split_gain=2.47192e-05 2.59589e-05 2.20461e-05 4.19161e-05 6.44216e-05 4.97927e-05
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decision_type=2 2 2 2 2 2
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leaf_weight=0.0012135415074692787 0.0010022110906419785 0.0010356781782858773 0.0010146695128608087 0.0011543835322550804 0.001148660984687494 0.0019862996864439516
leaf_count=511 560 342 193 265 252 998
internal_value=0 3.45341e-05 -1.12882e-05 4.32598e-05 0.000135196 -1.59529e-05
internal_weight=0 0.00755323 0.00651756 0.00530401 0.00414963 0.00300097
internal_count=3121 2561 2219 1708 1443 1191
is_linear=0
shrinkage=0.00196078


Tree=7115
num_leaves=6
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split_feature=11 2 3 3 1
split_gain=4.30926e-05 3.17008e-05 4.33584e-05 4.21302e-05 7.25151e-05
threshold=1.0000000180025095e-35 0.089885000000000007 -0.078934999999999991 0.12178000000000001 0.092390000000000014
decision_type=2 2 2 2 2
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leaf_value=-0.00042674845288032456 -0.00038746807356431965 4.8402757550974101e-05 6.0515008206273015e-05 -0.00011370899642511958 0.00067390221589661329
leaf_weight=0.0010933510258278878 0.0010188911783657528 0.0019433288980297721 0.0019621022151724669 0.0016123252077442085 0.0011251530847561401
leaf_count=1093 244 808 511 182 283
internal_value=0 4.15085e-05 -0.000113845 0.000142918 0.000277761
internal_weight=0 0.00773626 0.00305545 0.00468081 0.00306848
internal_count=3121 2877 1604 1273 1091
is_linear=0
shrinkage=0.00196078


Tree=7116
num_leaves=6
num_cat=0
split_feature=4 42 43 0 0
split_gain=1.16612e-05 2.02245e-05 4.4866e-05 3.3973e-05 3.53154e-05
threshold=0.24564500000000003 -1.0000000180025095e-35 -0.074359999999999996 -0.084144999999999984 -0.15350499999999997
decision_type=2 2 2 2 2
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right_child=-2 2 3 -5 -6
leaf_value=-0.014584572238208103 0.0068619256042078544 0.015527692317158386 -0.010003609496678752 -0.017303350471610437 0.015651952089598218
leaf_weight=0.0010781251639991789 0.0018737117416706165 0.0014247196363897079 0.0010980906262228699 0.0014442807019306144 0.0010491760965546928
leaf_count=797 426 785 124 618 371
internal_value=0 -0.00215862 0.000512034 -0.00544448 0.00253196
internal_weight=0 0.00609439 0.00501627 0.00359155 0.00214727
internal_count=3121 2695 1898 1113 495
is_linear=0
shrinkage=0.1


Tree=7117
num_leaves=7
num_cat=0
split_feature=0 1 2 0 48 12
split_gain=1.24486e-05 2.11529e-05 2.47692e-05 3.72658e-05 4.05504e-05 1.9264e-05
threshold=-1.0000000180025095e-35 0.077565000000000009 1.0000000180025095e-35 -0.15090499999999998 0.086035000000000014 0.089410000000000003
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 -5 -6 -7
leaf_value=-0.01541697888265977 0.0075949937798792076 -0.018065712275988355 0.012606564193013049 0.021481064383572161 -0.014456599087187714 0.0015016202532734855
leaf_weight=0.0010002431592211029 0.0016856634176298114 0.0010055811698524942 0.0010637089520540563 0.0010374526543303723 0.0011546319035189937 0.0010069502156118838
leaf_count=1552 325 272 164 341 90 377
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internal_weight=0 0.00626857 0.00526832 0.00325579 0.00221834 0.00201253
internal_count=3121 2796 1244 595 254 649
is_linear=0
shrinkage=0.1


Tree=7118
num_leaves=6
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split_feature=3 13 15 0 16
split_gain=1.20191e-05 4.18171e-05 2.59935e-05 3.54859e-05 5.88826e-05
threshold=-0.14477499999999996 -0.091054999999999983 -0.10324499999999999 -0.053834999999999994 -0.084119999999999986
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0099308326053623563 0.014337561411509254 0.011042223652507135 -0.019100169080681982 -0.021917780732031975 0.010296705787125708
leaf_weight=0.001062182123887488 0.0018532256931451351 0.0010167813994861816 0.0011053754479495304 0.0011255625961940938 0.0017763346539893233
leaf_count=277 412 342 502 261 1327
internal_value=0 0.00149855 -0.00323738 -0.0068606 -0.00097944
internal_weight=0 0.00687728 0.00502405 0.00400727 0.00288171
internal_count=3121 2844 2432 2090 1829
is_linear=0
shrinkage=0.1


Tree=7119
num_leaves=7
num_cat=0
split_feature=11 43 0 2 3 0
split_gain=4.41363e-05 2.866e-05 4.86e-05 4.65454e-05 5.74966e-05 1.78497e-05
threshold=0.076920000000000002 -0.04890499999999999 -0.053834999999999994 0.089885000000000007 0.12178000000000001 -0.17169499999999996
decision_type=2 2 2 2 2 2
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right_child=-2 3 -4 4 -6 -7
leaf_value=0.00041106256200314656 -0.00038976256503808705 -0.00034099161425843309 -0.00011481952372534114 0.00046672898870626104 -0.00020512258150402158 0.00011038228277864452
leaf_weight=0.0017247000222727967 0.0010032121257086647 0.0014318256573228596 0.0011107965717725248 0.0010496214200010905 0.0016213432494365469 0.0011140385541790984
leaf_count=1172 226 818 205 80 176 444
internal_value=0 4.63795e-05 0.00020505 -3.98625e-05 7.40514e-05 0.000283251
internal_weight=0 0.00805233 0.0028355 0.00521683 0.003785 0.00216366
internal_count=3121 2895 1377 1518 700 524
is_linear=0
shrinkage=0.00196078


Tree=7120
num_leaves=6
num_cat=0
split_feature=0 16 51 4 16
split_gain=1.40655e-05 3.72123e-05 3.27889e-05 2.53255e-05 2.45415e-05
threshold=-0.060129999999999996 -0.056919999999999991 0.081440000000000026 -0.35136499999999998 -0.5048999999999999
decision_type=2 2 2 2 2
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right_child=3 -3 -4 -5 -6
leaf_value=0.0074457703348655077 -0.0048787947744437449 -0.015793714460307674 0.017389430496497851 0.014534607234972938 -0.012206849177733532
leaf_weight=0.0011360786302359455 0.0012206128770265361 0.0015952481998814617 0.0010539444910891405 0.0014950315153774627 0.0014418674792748385
leaf_count=187 227 1068 311 346 982
internal_value=0 -0.00306268 0.00252921 0.00580878 -0.00354611
internal_weight=0 0.00522714 0.00363189 0.00271564 0.00257795
internal_count=3121 2548 1480 573 1169
is_linear=0
shrinkage=0.1


Tree=7121
num_leaves=6
num_cat=0
split_feature=50 484 3 13 4
split_gain=2.92461e-05 2.50537e-05 2.45687e-05 4.01265e-05 6.18185e-05
threshold=0.088425000000000017 0.073690000000000019 0.11296500000000002 -0.0039049999999999992 0.0061450000000000003
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.00015885294656917934 -0.00031775391826399299 0.00031892947178566167 -0.00022378929502507157 -5.8988425931058251e-05 0.00050054334529641873
leaf_weight=0.0019852120358319226 0.0010160964283395758 0.0010416871991758515 0.0015545690417274726 0.0016450837919787754 0.0014096644164842591
leaf_count=1364 560 342 173 494 188
internal_value=0 3.63438e-05 -8.29406e-06 5.81752e-05 0.000199217
internal_weight=0 0.00763622 0.00659453 0.00503996 0.00305475
internal_count=3121 2561 2219 2046 682
is_linear=0
shrinkage=0.00196078


Tree=7122
num_leaves=7
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split_feature=11 43 0 160 1 2
split_gain=5.30165e-05 2.48005e-05 4.67179e-05 3.89076e-05 3.47379e-05 5.62134e-05
threshold=1.0000000180025095e-35 -0.04890499999999999 -0.053834999999999994 1.0000000180025095e-35 0.111945 0.10276500000000001
decision_type=2 2 2 2 2 2
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right_child=-2 3 -4 -5 -6 -7
leaf_value=0.00040814777045754231 -0.00042513866154450606 0.00015469247122005148 -0.00011203669880295826 -0.00036121559185529412 0.00034383385624650473 -0.00042530465584390283
leaf_weight=0.0016622588037247732 0.0010143477733409343 0.0017334465416344879 0.0011050703686125525 0.0010761046217264859 0.0011632880170374098 0.001020796929874213
leaf_count=1166 244 919 205 185 224 178
internal_value=0 5.15287e-05 0.000200424 -3.09847e-05 5.97262e-05 -6.02701e-05
internal_weight=0 0.00776097 0.00276733 0.00499364 0.00391753 0.00275424
internal_count=3121 2877 1371 1506 1321 1097
is_linear=0
shrinkage=0.00196078


Tree=7123
num_leaves=6
num_cat=0
split_feature=52 0 15 150 15
split_gain=1.27175e-05 2.90987e-05 4.35339e-05 5.75565e-05 8.75136e-05
threshold=0.11434500000000002 -0.019414999999999998 -0.0063699999999999989 0.081835000000000019 -0.10653
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.00063897580643308477 -0.010060920855990247 0.013113026514624896 0.010067992838307864 0.010622407859214273 -0.039984532384650856
leaf_weight=0.0012975179515950877 0.0010913614477086895 0.0016547876936964783 0.0018782341020939317 0.0010343716829154877 0.0010017549288329139
leaf_count=336 501 307 1044 311 622
internal_value=0 0.00156015 -0.00210792 -0.00896804 -0.0177812
internal_weight=0 0.00686667 0.00521188 0.00333364 0.00229927
internal_count=3121 2620 2313 1269 958
is_linear=0
shrinkage=0.1


Tree=7124
num_leaves=7
num_cat=0
split_feature=50 4 151 0 47 13
split_gain=1.28271e-05 2.08509e-05 2.46349e-05 3.21145e-05 3.57863e-05 4.7505e-05
threshold=0.079410000000000008 0.27834500000000006 -0.016164999999999995 -0.11756999999999999 0.085270000000000026 -0.076599999999999988
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 4 -6 -7
leaf_value=0.013413151874373478 -0.010173642583112198 0.014362830630431454 -0.01703323883047755 0.0095339761364121867 0.016781215667918879 -0.0185827720267898
leaf_weight=0.0010054503810067953 0.0010780986992051014 0.0010730650507746308 0.0013264562044403823 0.0011306127342706883 0.0010398529698593655 0.0012825973900029255
leaf_count=365 609 315 205 545 199 883
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internal_weight=0 0.00685803 0.00578497 0.00477952 0.00345306 0.00241321
internal_count=3121 2512 2197 1832 1627 1428
is_linear=0
shrinkage=0.1


Tree=7125
num_leaves=7
num_cat=0
split_feature=131 13 0 160 16 15
split_gain=1.95524e-05 2.87245e-05 3.37627e-05 3.31669e-05 4.53715e-05 2.01582e-05
threshold=0.078765000000000016 -0.076384999999999995 -0.084269999999999984 -0.080719999999999986 -0.018494999999999998 -0.095869999999999983
decision_type=2 2 2 2 2 2
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right_child=-2 3 -4 4 -6 -7
leaf_value=-1.8386596214713216e-05 -0.00025474073538905075 0.0002641495563123576 0.0004548812831918424 -0.00015138348381322524 -0.00037204415918939022 0.00021059620209428585
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leaf_count=687 516 247 373 193 503 602
internal_value=0 3.35579e-05 0.000214695 -4.82497e-05 -0.000127756 4.67287e-05
internal_weight=0 0.00745265 0.00231868 0.00513398 0.00409244 0.0023873
internal_count=3121 2605 1060 1545 1298 795
is_linear=0
shrinkage=0.00196078


Tree=7126
num_leaves=6
num_cat=0
split_feature=15 43 1 0 0
split_gain=1.23825e-05 2.18179e-05 3.26836e-05 4.15775e-05 4.10809e-05
threshold=-0.11713499999999999 -0.17390999999999998 0.10089500000000001 -0.10096999999999999 0.041630000000000007
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
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leaf_value=-0.0082045454602442495 0.014371789727845039 0.0064169036874657526 0.010226920050657947 -0.030046479158876396 -0.0016672096633958203
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leaf_count=484 184 237 430 1659 127
internal_value=0 0.00187919 -0.000838011 -0.0064332 -0.0156613
internal_weight=0 0.00642744 0.00527919 0.00350621 0.0020407
internal_count=3121 2637 2453 2023 1786
is_linear=0
shrinkage=0.1


Tree=7127
num_leaves=7
num_cat=0
split_feature=3 13 1 151 16 1
split_gain=1.08342e-05 3.48357e-05 4.76557e-05 2.53764e-05 5.48289e-05 3.78991e-05
threshold=-0.14477499999999996 -0.084034999999999985 0.083345000000000016 -0.0083949999999999979 0.064860000000000015 0.095285000000000022
decision_type=2 2 2 2 2 2
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leaf_count=277 531 299 321 1068 366 259
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internal_weight=0 0.00685433 0.00214645 0.00470788 0.0036501 0.0024665
internal_count=3121 2844 852 1992 1693 1327
is_linear=0
shrinkage=0.1


Tree=7128
num_leaves=7
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split_feature=11 43 0 160 2 3
split_gain=5.41328e-05 3.09729e-05 6.24741e-05 4.16065e-05 4.59109e-05 8.09136e-05
threshold=0.078065000000000009 -0.04890499999999999 -0.053834999999999994 1.0000000180025095e-35 0.10613000000000002 0.048265000000000009
decision_type=2 2 2 2 2 2
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internal_weight=0 0.00830693 0.00290594 0.00540099 0.00424502 0.00235091
internal_count=3121 2910 1383 1527 1338 1025
is_linear=0
shrinkage=0.00196078


Tree=7129
num_leaves=6
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split_feature=0 12 2 3 4
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decision_type=2 2 2 2 2
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internal_weight=0 0.00520709 0.00403273 0.00263427 0.0027128
internal_count=3121 2548 1735 586 573
is_linear=0
shrinkage=0.1


Tree=7130
num_leaves=8
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decision_type=2 2 2 2 2 2 2
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internal_weight=0 0.00804253 0.00693735 0.00576825 0.00469894 0.0036753 0.00265818
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Tree=7131
num_leaves=7
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split_feature=11 43 12 2 15 2
split_gain=3.91728e-05 2.783e-05 4.72115e-05 4.60232e-05 3.79007e-05 5.00896e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00783627 0.00271405 0.00512223 0.0037019 0.00258114
internal_count=3121 2877 1269 1608 763 532
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Tree=7132
num_leaves=6
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split_feature=15 43 42 160 12
split_gain=1.27109e-05 2.00691e-05 3.32881e-05 3.87435e-05 5.67967e-05
threshold=-0.11713499999999999 -0.17390999999999998 0.086325000000000013 1.0000000180025095e-35 0.084100000000000022
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
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leaf_weight=0.0014994537451621191 0.0011560739493237781 0.0019478999600834781 0.001132537617504174 0.0010655237570314354 0.0011407032148754665
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internal_value=0 0.00189618 -0.000713763 0.00342948 0.00910179
internal_weight=0 0.00644274 0.00528666 0.00415413 0.0030886
internal_count=3121 2637 2453 1503 1213
is_linear=0
shrinkage=0.1


Tree=7133
num_leaves=7
num_cat=0
split_feature=11 43 13 13 52 16
split_gain=3.66597e-05 3.03154e-05 5.38687e-05 3.70614e-05 3.4498e-05 5.03822e-05
threshold=1.0000000180025095e-35 -0.067199999999999996 -0.0030199999999999997 -0.095304999999999987 -0.066844999999999988 -0.16075999999999999
decision_type=2 2 2 2 2 2
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leaf_weight=0.0014103251117594691 0.0010076198866176929 0.0016372176845079007 0.0013313779582663128 0.0011111764809056198 0.0010940005154005709 0.0013029464012314677
leaf_count=936 244 270 333 248 156 934
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internal_weight=0 0.00788704 0.0027417 0.00514534 0.00350812 0.00239695
internal_count=3121 2877 1269 1608 1338 1090
is_linear=0
shrinkage=0.00196078


Tree=7134
num_leaves=6
num_cat=0
split_feature=52 0 4 15 1
split_gain=1.26988e-05 2.66498e-05 3.24307e-05 2.93021e-05 5.80746e-05
threshold=0.11434500000000002 -0.062294999999999996 -0.35136499999999998 -0.0063699999999999989 0.11181500000000001
decision_type=2 2 2 2 2
left_child=1 3 -3 4 -1
right_child=-2 2 -4 -5 -6
leaf_value=0.0027048192180778047 -0.01006689566517965 -0.0021457983013482801 0.021586552616140269 0.0080085905256289738 -0.025932948853178379
leaf_weight=0.0017624030057941066 0.0010889004225271203 0.0010973168770715296 0.0012115502526312259 0.0016001180490418151 0.0011837415894969021
leaf_count=929 501 199 298 986 208
internal_value=0 0.0015583 0.0103075 -0.00288506 -0.00880165
internal_weight=0 0.00685513 0.00230887 0.00454626 0.00294614
internal_count=3121 2620 497 2123 1137
is_linear=0
shrinkage=0.1


Tree=7135
num_leaves=6
num_cat=0
split_feature=4 42 43 0 0
split_gain=1.12028e-05 1.88321e-05 4.44703e-05 3.2177e-05 2.86537e-05
threshold=0.24564500000000003 -1.0000000180025095e-35 -0.074359999999999996 -0.084144999999999984 -0.15350499999999997
decision_type=2 2 2 2 2
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leaf_value=-0.014083120122124849 0.0067528618644020072 0.015468566840973167 -0.0089868423634625379 -0.017067491085661888 0.014178775566950208
leaf_weight=0.0010805312827287788 0.0018619550816965725 0.0014168249110017668 0.0010956601028058784 0.0014324664000149772 0.0010414742258198261
leaf_count=797 426 785 124 618 371
internal_value=0 -0.00211462 0.00047889 -0.00547072 0.00230229
internal_weight=0 0.00606696 0.00498643 0.0035696 0.00213713
internal_count=3121 2695 1898 1113 495
is_linear=0
shrinkage=0.1


Tree=7136
num_leaves=6
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split_feature=0 4 43 16 1
split_gain=1.16947e-05 2.0808e-05 4.55053e-05 4.08769e-05 3.3298e-05
threshold=1.0000000180025095e-35 -0.059649999999999988 -0.081454999999999986 -0.008904999999999998 0.094385000000000011
decision_type=2 2 2 2 2
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right_child=-2 2 3 -5 -6
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leaf_weight=0.0012281418533668011 0.0016888318750655574 0.0011631633604429563 0.0010125823414956203 0.0010955627979940207 0.0017277741122069701
leaf_count=1054 325 615 413 388 326
internal_value=0 -0.00203085 0.000834291 0.00608806 -0.000439024
internal_weight=0 0.00622722 0.00499908 0.00383592 0.00274036
internal_count=3121 2796 1742 1127 739
is_linear=0
shrinkage=0.1


Tree=7137
num_leaves=5
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split_feature=160 16 2 0
split_gain=1.09571e-05 3.65846e-05 3.69332e-05 3.67479e-05
threshold=-1.0000000180025095e-35 -0.073404999999999984 0.096540000000000015 -0.11756999999999999
decision_type=2 2 2 2
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leaf_weight=0.0017895366244158172 0.0017414209825323821 0.0014511297841792157 0.0013630817394824331 0.0015564291010784169
leaf_count=970 254 530 430 937
internal_value=0 0.00198876 -0.00638638 0.00913566
internal_weight=0 0.00611206 0.00281421 0.00329785
internal_count=3121 2151 960 1191
is_linear=0
shrinkage=0.1


Tree=7138
num_leaves=8
num_cat=0
split_feature=11 13 12 0 151 4 4
split_gain=5.84281e-05 4.09542e-05 4.41779e-05 5.62455e-05 6.20934e-05 3.72542e-05 2.25429e-05
threshold=1.0000000180025095e-35 -0.23438999999999996 -0.010834999999999999 -0.053834999999999994 -0.0083949999999999979 0.0061450000000000003 0.16173500000000005
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 3 -5 5 6 -8
leaf_value=0.00041152978709456438 -0.00044862081479420465 0.00036046029363478738 -0.00039050964935145378 -0.0004360848806572529 -9.0654556732664557e-05 0.00052277941964049902 0.00011586377837905267
leaf_weight=0.0010540026348071383 0.0010122512897348468 0.0010812751699714618 0.0010378679245748694 0.0012693030605302712 0.001411990932985498 0.0010579961975770017 0.0010359695745773133
leaf_count=162 244 337 345 284 1377 264 108
internal_value=0 5.15595e-05 -3.47209e-06 -7.11656e-05 3.07734e-05 0.000155486 0.000321462
internal_weight=0 0.00794841 0.0068944 0.00581313 0.00454382 0.00350596 0.00209397
internal_count=3121 2877 2715 2378 2094 1749 372
is_linear=0
shrinkage=0.00196078


Tree=7139
num_leaves=6
num_cat=0
split_feature=49 42 52 3 0
split_gain=2.35791e-05 3.26656e-05 4.23785e-05 6.35787e-05 5.08121e-05
threshold=-0.047584999999999995 -0.084624999999999992 0.070205000000000017 -0.078934999999999991 -0.10224499999999999
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
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leaf_value=0.00018553550408968874 0.0002600027188039305 -0.00060151568062087103 0.00013464758809126167 -0.00027072364157183456 0.00027839464011233538
leaf_weight=0.0019793806761655153 0.0010532534936883095 0.0012178927106375453 0.0017941445442215829 0.0017177607085214306 0.001040211994049923
leaf_count=403 423 794 818 215 468
internal_value=0 -5.75391e-05 -0.000115503 -0.000228386 -6.36152e-05
internal_weight=0 0.00682326 0.00577001 0.00397587 0.00275797
internal_count=3121 2718 2295 1477 683
is_linear=0
shrinkage=0.00196078


Tree=7140
num_leaves=7
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split_feature=11 150 43 13 4 2
split_gain=4.39992e-05 3.2532e-05 4.83962e-05 4.9639e-05 4.22351e-05 5.17827e-05
threshold=1.0000000180025095e-35 0.088380000000000014 -0.06984499999999999 -0.0030199999999999997 0.055260000000000011 0.089885000000000007
decision_type=2 2 2 2 2 2
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right_child=-2 -3 4 -5 -6 -7
leaf_value=0.00057662397757369524 -0.00038600591080303941 -0.00026895445033571665 -0.0002211975528459738 2.9694797380382453e-05 -0.00026339034993857525 0.00034625566225763308
leaf_weight=0.0013061058601334622 0.0010253884661820768 0.0010941341862996841 0.0010033580392246623 0.0012472488132768955 0.0017757128304520227 0.0016109802818086035
leaf_count=775 244 288 759 307 317 431
internal_value=0 4.52951e-05 9.48143e-05 0.000309463 -3.00304e-05 0.000128473
internal_weight=0 0.00803754 0.00694341 0.00255335 0.00439005 0.00261434
internal_count=3121 2877 2589 1082 1507 1190
is_linear=0
shrinkage=0.00196078


Tree=7141
num_leaves=6
num_cat=0
split_feature=52 2 43 12 1
split_gain=1.16499e-05 3.4684e-05 3.15306e-05 7.45501e-05 5.775e-05
threshold=-0.046924999999999988 0.089885000000000007 -0.14968999999999996 0.090840000000000018 0.094385000000000011
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.007928837473963524 0.01309859210653914 0.015269938993579575 -0.013830257927160448 -0.02727799880289208 0.013887350506097965
leaf_weight=0.001121522411973736 0.0010172686266520349 0.0015150839793140029 0.0013268763342929187 0.0012298393172901095 0.0017340647835375252
leaf_count=404 184 549 1005 660 319
internal_value=0 0.00540197 -0.00273024 -0.00648298 0.00187214
internal_weight=0 0.00263661 0.00530805 0.00429078 0.00306094
internal_count=3121 953 2168 1984 1324
is_linear=0
shrinkage=0.1


Tree=7142
num_leaves=6
num_cat=0
split_feature=0 160 1 0 43
split_gain=1.19234e-05 3.18893e-05 5.24861e-05 6.93846e-05 2.78416e-05
threshold=-0.060129999999999996 -1.0000000180025095e-35 0.08844500000000001 -0.20211999999999997 -0.090299999999999991
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -2
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leaf_value=-0.017059446944477707 -0.0076843309196378872 -0.01796722340595535 -0.012933499489724816 0.019269330691878476 0.013213060207704144
leaf_weight=0.001209320331553577 0.0010226980496687247 0.0010309298671277618 0.0010184400685702838 0.0019504342884555312 0.0016928669739143037
leaf_count=821 113 1107 90 530 460
internal_value=0 -0.00282998 0.00147223 0.0082225 0.00534298
internal_weight=0 0.00520912 0.0039998 0.00296887 0.00271557
internal_count=3121 2548 1727 620 573
is_linear=0
shrinkage=0.1


Tree=7143
num_leaves=7
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split_feature=11 43 12 13 52 16
split_gain=3.99834e-05 2.97735e-05 5.41536e-05 4.33404e-05 4.35883e-05 6.59041e-05
threshold=0.076920000000000002 -0.04890499999999999 0.051320000000000005 -0.095304999999999987 -0.066844999999999988 -0.074929999999999983
decision_type=2 2 2 2 2 2
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right_child=-2 3 -4 4 5 -7
leaf_value=0.0005509541422146502 -0.0003740605589527271 0.00021299461994964082 -1.0771010591232212e-05 -0.00049729865210288598 -0.00030603047405473763 0.00035568388922011614
leaf_weight=0.0010711927660449845 0.0010005068021515543 0.0016643248317945942 0.0017182783412119219 0.00108659338083212 0.0013520678184779607 0.0010116405593046877
leaf_count=286 226 279 1091 224 640 375
internal_value=0 4.19848e-05 0.000204939 -4.68888e-05 -0.000172249 -2.28242e-05
internal_weight=0 0.0079041 0.00278947 0.00511463 0.0034503 0.00236371
internal_count=3121 2895 1377 1518 1239 1015
is_linear=0
shrinkage=0.00196078


Tree=7144
num_leaves=6
num_cat=0
split_feature=50 160 49 15 13
split_gain=1.27426e-05 2.15631e-05 2.67087e-05 3.67535e-05 3.72864e-05
threshold=0.079410000000000008 -0.027994999999999996 -0.047584999999999995 -0.055554999999999993 -0.061684999999999997
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.012745767705472444 -0.010197046619342842 0.0099393112220251302 -0.017542531226348742 0.01563896917086386 -0.0094250140955575851
leaf_weight=0.0013755918466076891 0.0010667924163452755 0.0015341576493867349 0.0015605726028796408 0.0011064018128145619 0.0012804543344988718
leaf_count=625 609 283 571 391 642
internal_value=0 0.00155162 -0.00125753 -0.00560915 0.00219313
internal_weight=0 0.00685718 0.00548159 0.00394743 0.00238686
internal_count=3121 2512 1887 1604 1033
is_linear=0
shrinkage=0.1


Tree=7145
num_leaves=8
num_cat=0
split_feature=11 13 0 47 49 1 2
split_gain=4.20757e-05 4.08063e-05 4.21483e-05 4.33352e-05 8.47587e-05 2.87693e-05 2.29227e-05
threshold=1.0000000180025095e-35 -0.091054999999999983 -0.019414999999999998 0.092530000000000015 -0.054984999999999992 0.095285000000000022 0.099185000000000009
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=8.1335035883389663e-05 -0.00037544147214968086 -0.00043628277956401802 0.00029424746707410273 -0.00041325450433914624 -8.9290100943461251e-07 0.00043513709628200748 0.00050034466206104033
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leaf_count=232 244 222 221 255 1535 248 164
internal_value=0 4.88052e-05 -3.18385e-05 -0.00011428 1.54293e-06 0.000216164 0.000290904
internal_weight=0 0.00803571 0.00602783 0.0048114 0.00346792 0.00232715 0.00200788
internal_count=3121 2877 2481 2260 2005 1783 396
is_linear=0
shrinkage=0.00196078


Tree=7146
num_leaves=7
num_cat=0
split_feature=131 13 0 2 48 12
split_gain=2.16867e-05 3.13242e-05 4.3517e-05 3.03458e-05 5.1705e-05 4.60835e-05
threshold=0.078765000000000016 -0.076384999999999995 -0.084269999999999984 0.11215000000000001 0.083985000000000018 0.051320000000000005
decision_type=2 2 2 2 2 2
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leaf_value=-4.2030271444675781e-05 -0.00026996223351900801 0.00010090781565352072 0.00049229494959580932 -0.00028770124092621736 0.00038989694697327289 -0.00043392864947776062
leaf_weight=0.0011782827584376316 0.0010139929275859846 0.0015789731184806617 0.00116583587115207 0.0014719478615780254 0.0011538614820794184 0.0010191899909376713
leaf_count=687 516 249 373 307 229 760
internal_value=0 3.53976e-05 0.000223714 -4.91042e-05 4.44992e-05 -0.000108894
internal_weight=0 0.00756809 0.00234412 0.00522397 0.00375202 0.00259816
internal_count=3121 2605 1060 1545 1238 1009
is_linear=0
shrinkage=0.00196078


Tree=7147
num_leaves=8
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split_feature=11 48 0 2 2 3 43
split_gain=3.25271e-05 4.03028e-05 8.08981e-05 5.10872e-05 3.55618e-05 4.20591e-05 4.18155e-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 -7 -8
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leaf_weight=0.0013710009417879591 0.0010168158542385826 0.0012087077130026325 0.0012012456680736278 0.0011174522954367806 0.0010434361007477418 0.0010186450830203023 0.0011233197244230595
leaf_count=291 226 82 478 340 1060 150 494
internal_value=0 3.93318e-05 0.000251766 -5.0899e-05 -0.000143039 -0.000333557 1.44631e-05
internal_weight=0 0.00808381 0.00240995 0.00567385 0.0045564 0.00206208 0.00249432
internal_count=3121 2895 560 2335 1995 1210 785
is_linear=0
shrinkage=0.00196078


Tree=7148
num_leaves=6
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split_feature=52 52 12 4 1
split_gain=1.2178e-05 2.77617e-05 2.99018e-05 4.59413e-05 5.42196e-05
threshold=0.11434500000000002 0.070205000000000017 0.097825000000000009 -0.04890499999999999 0.10612500000000001
decision_type=2 2 2 2 2
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leaf_weight=0.0012070027930581474 0.0010806265553222122 0.0010440165840933224 0.001113102942285173 0.0018444188579891114 0.0016738424519178229
leaf_count=558 501 562 334 811 355
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internal_weight=0 0.00688238 0.00583837 0.00472526 0.00351826
internal_count=3121 2620 2058 1724 1166
is_linear=0
shrinkage=0.1


Tree=7149
num_leaves=5
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split_feature=42 49 15 12
split_gain=1.26327e-05 2.46476e-05 3.20375e-05 6.09491e-05
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decision_type=2 2 2 2
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leaf_count=540 667 781 161 972
internal_value=0 0.0016197 0.00542691 0.0121275
internal_weight=0 0.00679087 0.00485284 0.00288845
internal_count=3121 2454 1914 1133
is_linear=0
shrinkage=0.1


Tree=7150
num_leaves=6
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split_feature=4 151 4 1 13
split_gain=1.16827e-05 2.61368e-05 3.63777e-05 4.24339e-05 3.01995e-05
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decision_type=2 2 2 2 2
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leaf_weight=0.0011052952459562181 0.0011657274923658175 0.0012101843572098093 0.0012848344212671649 0.0013346327753635124 0.0018338115015306565
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internal_value=0 -0.00161339 -0.00435857 -0.0129981 0.00307609
internal_weight=0 0.00676876 0.00566346 0.00261947 0.003044
internal_count=3121 2817 2344 658 1686
is_linear=0
shrinkage=0.1


Tree=7151
num_leaves=6
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split_feature=12 52 16 15 49
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decision_type=2 2 2 2 2
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internal_value=0 0.00141756 -0.00131948 0.00313658 -0.00506094
internal_weight=0 0.00691224 0.00542924 0.00429839 0.00253758
internal_count=3121 2781 2172 1719 903
is_linear=0
shrinkage=0.1


Tree=7152
num_leaves=8
num_cat=0
split_feature=50 15 16 2 4 12 16
split_gain=2.28905e-05 2.81969e-05 3.96385e-05 3.09426e-05 5.00098e-05 5.42478e-05 2.65428e-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 -7 -8
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leaf_count=326 560 216 207 352 394 631 435
internal_value=0 3.15399e-05 -1.38127e-05 5.27027e-05 -2.30847e-05 0.000111265 -8.12142e-05
internal_weight=0 0.00780858 0.00680098 0.0056796 0.00445732 0.00314241 0.00201669
internal_count=3121 2561 2235 2019 1667 1460 829
is_linear=0
shrinkage=0.00196078


Tree=7153
num_leaves=8
num_cat=0
split_feature=157 160 52 42 43 0 4
split_gain=2.02439e-05 7.79846e-05 5.12615e-05 4.65036e-05 4.9674e-05 4.86151e-05 5.21976e-05
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decision_type=2 2 2 2 2 2 2
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leaf_weight=0.0010210466309007226 0.0011652199234047766 0.0010211394633187713 0.0010016419870855003 0.0010158554396745522 0.0010560181632772218 0.0010915788809668018 0.0014720945044983437
leaf_count=460 654 655 194 282 247 450 179
internal_value=0 -3.96235e-05 4.22709e-05 -3.01258e-05 5.33161e-05 0.000163563 1.22037e-05
internal_weight=0 0.00782355 0.00665833 0.00565669 0.00463555 0.00357953 0.00248795
internal_count=3121 2661 2007 1813 1158 911 461
is_linear=0
shrinkage=0.00196078


Tree=7154
num_leaves=6
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split_feature=131 12 52 49 15
split_gain=1.90889e-05 2.69522e-05 5.78209e-05 4.83061e-05 4.79199e-05
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decision_type=2 2 2 2 2
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leaf_weight=0.0013953881623732633 0.0010577761620811149 0.0011827535967437663 0.0013392086881925825 0.001941476315026445 0.0018108095308912722
leaf_count=266 516 406 449 638 846
internal_value=0 3.02025e-05 7.98353e-05 -1.45866e-05 -0.000130418
internal_weight=0 0.00766964 0.00648688 0.00514767 0.00375229
internal_count=3121 2605 2199 1750 1484
is_linear=0
shrinkage=0.00196078


Tree=7155
num_leaves=5
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split_feature=52 52 16 0
split_gain=1.26651e-05 3.06955e-05 3.00466e-05 2.58511e-05
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decision_type=2 2 2 2
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leaf_weight=0.0016161708427079441 0.0019731673748197729 0.0010290310636693319 0.0018957798580784601 0.0014397296792457602
leaf_count=680 345 273 655 1168
internal_value=0 0.00562327 -0.00284649 0.00276059
internal_weight=0 0.0026452 0.00530868 0.0034129
internal_count=3121 953 2168 1513
is_linear=0
shrinkage=0.1


Tree=7156
num_leaves=6
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split_feature=16 1 42 48 16
split_gain=1.31209e-05 4.34466e-05 3.15816e-05 3.72515e-05 1.52778e-05
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decision_type=2 2 2 2 2
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leaf_weight=0.0019317932657573747 0.0010951631942629006 0.0010039820396652475 0.0011122044816147978 0.0014772511520617895 0.001324056563814828
leaf_count=1511 311 307 480 219 293
internal_value=0 -0.00165147 0.0033404 -0.00099215 0.00688938
internal_weight=0 0.00684929 0.00491749 0.00380529 0.00232804
internal_count=3121 2810 1299 819 600
is_linear=0
shrinkage=0.1


Tree=7157
num_leaves=7
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split_feature=11 13 0 47 49 1
split_gain=3.85145e-05 3.72136e-05 3.55705e-05 4.59804e-05 5.61098e-05 4.33046e-05
threshold=1.0000000180025095e-35 -0.091054999999999983 -0.019414999999999998 0.096175000000000024 -0.054984999999999992 0.095285000000000022
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 -5 5 -7
leaf_value=0.00027023610418717015 -0.00036957644372876644 -0.00035077210274273284 0.00026392442401819178 -0.00044352852350879366 -9.8834561278567389e-05 0.00043123100150050314
leaf_weight=0.0019846402568904848 0.0010058777296093049 0.0011857720633690651 0.0011879185536309272 0.0012209424222971743 0.0011613316691726292 0.0012099130578877256
leaf_count=396 244 224 221 230 1553 253
internal_value=0 3.76524e-05 -3.97201e-05 -0.000115214 -2.51993e-06 0.000171628
internal_weight=0 0.00795052 0.00596588 0.00477796 0.00355702 0.00237124
internal_count=3121 2877 2481 2260 2030 1806
is_linear=0
shrinkage=0.00196078


Tree=7158
num_leaves=7
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split_feature=11 1 42 0 2 3
split_gain=4.14215e-05 3.93414e-05 8.25146e-05 5.80302e-05 0.000110399 4.40344e-05
threshold=1.0000000180025095e-35 0.10089500000000001 0.086325000000000013 0.062580000000000011 0.084245000000000014 0.11296500000000002
decision_type=2 2 2 2 2 2
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leaf_value=0.00040405451360357985 -0.00037785333318095433 0.00041196864709107118 -0.00057188436636761446 0.00046279021296379431 -0.00043755748210765169 -3.482020096903532e-05
leaf_weight=0.001008580231462456 0.0010190909778697568 0.0017980923770887153 0.0010094332029115206 0.0010029721184152325 0.0014764708395021765 0.0016052386393189055
leaf_count=313 244 445 876 48 977 218
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internal_weight=0 0.00790079 0.00449746 0.00348802 0.00248505 0.00340333
internal_count=3121 2877 2214 1338 1290 663
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shrinkage=0.00196078


Tree=7159
num_leaves=7
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split_feature=50 4 151 16 16 0
split_gain=1.33884e-05 2.19236e-05 2.08497e-05 3.16516e-05 2.02999e-05 2.8227e-05
threshold=0.079410000000000008 0.27834500000000006 -0.016164999999999995 -0.092484999999999984 0.071345000000000006 0.010870000000000003
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=0.0010127989960272048 0.0010778214395616003 0.0010742936880686477 0.0015088236955766634 0.0012780031843340508 0.0010043269077579598 0.001010241838688477
leaf_count=365 609 315 343 1030 312 147
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internal_weight=0 0.00688849 0.00581419 0.0048014 0.00329257 0.00201457
internal_count=3121 2512 2197 1832 1489 459
is_linear=0
shrinkage=0.1


Tree=7160
num_leaves=6
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split_feature=131 12 52 49 15
split_gain=1.98139e-05 3.54298e-05 6.85742e-05 4.50036e-05 5.27684e-05
threshold=0.078765000000000016 0.098810000000000023 0.091275000000000009 -0.048674999999999989 -0.016799999999999995
decision_type=2 2 2 2 2
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right_child=-2 -3 -4 4 -6
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leaf_weight=0.0013951943073950866 0.0010609538221320611 0.0011871879776901052 0.0013643132467447217 0.0019629795196619833 0.0018201503418258341
leaf_count=266 516 406 449 638 846
internal_value=0 2.67397e-05 8.32871e-05 -1.97506e-05 -0.000130758
internal_weight=0 0.00772983 0.00654264 0.00517832 0.00378313
internal_count=3121 2605 2199 1750 1484
is_linear=0
shrinkage=0.00196078


Tree=7161
num_leaves=7
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split_feature=1 12 2 49 2 13
split_gain=1.37348e-05 3.45019e-05 3.50577e-05 4.67626e-05 3.76859e-05 9.73919e-06
threshold=0.12500000000000003 0.098810000000000023 0.089885000000000007 -0.043469999999999995 0.10097500000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 2 5 -4 -5 -1
right_child=-2 -3 3 4 -6 -7
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leaf_weight=0.0010519368949092542 0.0011731947115485438 0.0011158060981104733 0.001060357165925699 0.0010348630122366642 0.001531007743986021 0.0010012135576429114
leaf_count=1205 279 414 196 394 375 258
internal_value=0 -0.00176459 0.00139379 0.00730565 5.52297e-06 -0.00904761
internal_weight=0 0.00679518 0.00567938 0.00362623 0.00256587 0.00205315
internal_count=3121 2842 2428 965 769 1463
is_linear=0
shrinkage=0.1


Tree=7162
num_leaves=7
num_cat=0
split_feature=484 160 16 1 0 52
split_gain=2.41585e-05 5.39864e-05 4.91953e-05 4.43557e-05 7.94254e-05 3.57688e-05
threshold=0.084040000000000017 -1.0000000180025095e-35 -0.073404999999999984 0.08844500000000001 -0.16360999999999995 0.091275000000000009
decision_type=2 2 2 2 2 2
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right_child=-2 2 5 4 -6 -7
leaf_value=-0.00044714375722879356 0.0002829921673739221 -0.00016170673101201997 -0.00032020755041814491 -3.8849802022367173e-05 0.00064291512954593147 0.00012235625739063954
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leaf_count=632 368 719 771 108 364 159
internal_value=0 -3.96588e-05 2.566e-05 0.000177843 0.000314068 -0.000159263
internal_weight=0 0.0077982 0.00672086 0.00368679 0.00263118 0.00303407
internal_count=3121 2753 2121 1191 472 930
is_linear=0
shrinkage=0.00196078


Tree=7163
num_leaves=8
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split_feature=11 13 0 4 48 12 4
split_gain=4.63868e-05 3.72887e-05 4.69933e-05 3.8258e-05 6.92242e-05 5.68355e-05 1.21239e-05
threshold=1.0000000180025095e-35 -0.091054999999999983 -0.019414999999999998 0.098655000000000007 0.086260000000000017 1.0000000180025095e-35 -0.064804999999999988
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=0.00012814484935371885 -0.00039625882165642511 0.00050282032964913152 0.00031847108520152305 -0.00035954846490600308 -0.00040929528354287831 -0.00012887613529357313 0.00043177613189468808
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leaf_count=138 244 150 221 271 322 1517 258
internal_value=0 4.901e-05 -2.79187e-05 -0.000113976 9.39959e-06 0.000206113 0.000279555
internal_weight=0 0.00808338 0.00606095 0.00485481 0.00323137 0.00219847 0.00202243
internal_count=3121 2877 2481 2260 1989 1667 396
is_linear=0
shrinkage=0.00196078


Tree=7164
num_leaves=7
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split_feature=47 457 0 52 2 13
split_gain=1.18858e-05 2.40047e-05 2.98178e-05 3.82885e-05 5.32233e-05 2.02331e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00645087 0.00531297 0.00422594 0.00318729 0.00207539
internal_count=3121 2869 2608 2442 1789 1454
is_linear=0
shrinkage=0.1


Tree=7165
num_leaves=7
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split_feature=1 42 151 16 1 43
split_gain=2.13695e-05 5.60475e-05 4.28174e-05 6.23004e-05 3.19275e-05 3.50876e-05
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decision_type=2 2 2 2 2 2
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leaf_weight=0.0011477730124088243 0.0012125962590675225 0.0010002718220149974 0.0012155927266210877 0.0010435182523145631 0.0014365616153440121 0.0016776621619045274
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internal_value=0 -4.3494e-05 2.27974e-05 9.62295e-05 -1.79317e-05 0.000106912
internal_weight=0 0.00752138 0.00652111 0.00537333 0.00415774 0.00272118
internal_count=3121 2867 2275 1852 1675 1322
is_linear=0
shrinkage=0.00196078


Tree=7166
num_leaves=6
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split_feature=4 52 2 52 4
split_gain=1.24086e-05 1.67477e-05 3.57821e-05 5.35317e-05 5.26779e-05
threshold=0.24564500000000003 0.10744000000000002 0.10097500000000002 -0.088204999999999992 -0.0016099999999999997
decision_type=2 2 2 2 2
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leaf_weight=0.0011033347715004825 0.0018802867687942879 0.0010199170410885236 0.0012708318958403234 0.0016439239132493733 0.0010651762639500106
leaf_count=422 426 468 454 1086 265
internal_value=0 -0.00222624 -0.00457269 0.000271313 0.00783347
internal_weight=0 0.00610318 0.00508327 0.00381243 0.0027091
internal_count=3121 2695 2227 1773 1351
is_linear=0
shrinkage=0.1


Tree=7167
num_leaves=7
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split_feature=3 13 48 2 0 2
split_gain=1.27279e-05 2.55274e-05 3.2345e-05 4.74893e-05 2.30828e-05 2.24551e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00678328 0.00576494 0.00466493 0.00228342 0.00238151
internal_count=3121 2929 2712 2429 799 1630
is_linear=0
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Tree=7168
num_leaves=6
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split_feature=0 0 15 0 4
split_gain=1.43272e-05 3.32875e-05 2.42498e-05 5.13441e-05 2.25442e-05
threshold=-0.060129999999999996 -0.10011499999999998 -0.11713499999999999 -0.14051499999999997 -0.35136499999999998
decision_type=2 2 2 2 2
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leaf_value=-0.010271338157722498 -0.004203707598400123 -0.016422516379640314 -0.0040488018945063538 0.024410723270066829 0.014093753058375747
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internal_weight=0 0.00523129 0.0038519 0.00267368 0.00272038
internal_count=3121 2548 638 429 573
is_linear=0
shrinkage=0.1


Tree=7169
num_leaves=6
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split_feature=52 0 0 2 13
split_gain=1.24547e-05 2.93251e-05 3.05867e-05 3.73287e-05 2.70868e-05
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decision_type=2 2 2 2 2
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leaf_weight=0.001185910588067547 0.0010818039795329106 0.0013748648755451723 0.0010794579081719212 0.0018617616453320386 0.0013540239899187414
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internal_weight=0 0.00685602 0.00412713 0.00304767 0.00272889
internal_count=3121 2620 1737 468 883
is_linear=0
shrinkage=0.1


Tree=7170
num_leaves=6
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split_feature=4 150 13 0 43
split_gain=1.37587e-05 2.54364e-05 2.29454e-05 3.28148e-05 5.03773e-05
threshold=0.27044500000000005 0.087170000000000011 -0.10278499999999999 -0.10096999999999999 -0.074359999999999996
decision_type=2 2 2 2 2
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internal_value=0 -0.00192979 0.000787495 0.00409281 -0.00230901
internal_weight=0 0.00655446 0.00550674 0.00436283 0.00282405
internal_count=3121 2756 2498 2334 2060
is_linear=0
shrinkage=0.1


Tree=7171
num_leaves=6
num_cat=0
split_feature=2 13 3 2 16
split_gain=1.32327e-05 2.7763e-05 2.25727e-05 3.29169e-05 1.83273e-05
threshold=0.099185000000000009 -0.08971999999999998 -0.078934999999999991 0.083215000000000011 -0.074319999999999983
decision_type=2 2 2 2 2
left_child=2 -2 -1 -4 -3
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internal_weight=0 0.00334715 0.00456388 0.00283098 0.00222629
internal_count=3121 919 2202 751 719
is_linear=0
shrinkage=0.1


Tree=7172
num_leaves=7
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split_feature=4 40 47 3 2 16
split_gain=1.94588e-05 2.8941e-05 5.29716e-05 4.64014e-05 4.26699e-05 7.15673e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00724254 0.00623693 0.0049182 0.00390124 0.00270266
internal_count=3121 2756 2562 2292 2185 1488
is_linear=0
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Tree=7173
num_leaves=6
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split_feature=160 42 151 16 1
split_gain=1.1793e-05 3.83149e-05 3.59183e-05 5.20935e-05 2.63682e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 -0.071854999999999988 1.0000000180025095e-35
decision_type=2 2 2 2 2
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leaf_count=970 720 300 564 247 320
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internal_weight=0 0.0061248 0.00508484 0.00405557 0.00208032
internal_count=3121 2151 1431 1131 567
is_linear=0
shrinkage=0.1


Tree=7174
num_leaves=8
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split_feature=15 42 43 16 16 43 4
split_gain=4.76696e-05 9.10878e-05 8.7602e-05 4.97279e-05 4.89422e-05 7.26461e-05 0.000103143
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decision_type=2 2 2 2 2 2 2
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leaf_count=351 191 571 176 701 372 392 367
internal_value=0 -6.79853e-05 1.64369e-05 -6.99792e-05 1.24939e-05 -0.0001103 -0.000342189
internal_weight=0 0.00853242 0.00727001 0.0062608 0.00512031 0.00363065 0.00213694
internal_count=3121 2770 2199 2023 1832 1131 759
is_linear=0
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Tree=7175
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split_feature=52 52 0 2 0
split_gain=1.25089e-05 3.56304e-05 2.72081e-05 4.27767e-05 5.74671e-05
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decision_type=2 2 2 2 2
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leaf_count=771 438 234 999 338 341
internal_value=0 -0.00225876 0.00136305 -0.00349458 0.00393329
internal_weight=0 0.00603984 0.00494114 0.00345891 0.00239184
internal_count=3121 2350 1912 1678 1340
is_linear=0
shrinkage=0.1


Tree=7176
num_leaves=7
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split_feature=2 3 2 16 16 0
split_gain=1.1479e-05 2.58254e-05 2.28075e-05 2.05305e-05 4.10374e-05 1.46395e-05
threshold=0.099185000000000009 0.12178000000000001 0.091185000000000002 -0.088159999999999988 0.013515000000000001 -0.091794999999999988
decision_type=2 2 2 2 2 2
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leaf_value=0.010839129660361685 0.020028670490649939 -0.0064448906805587187 -0.016266053085882675 -0.017954815020687818 0.0089244934652252094 0.0030084899015772565
leaf_weight=0.001252235287273383 0.0010119717848222204 0.0013222896242156426 0.0010447564500395993 0.0011879222214942525 0.0010884056176215927 0.0010094545942791017
leaf_count=507 225 174 403 1005 287 520
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internal_weight=0 0.00334372 0.00457332 0.00352856 0.00227633 0.00202143
internal_count=3121 919 2202 1799 1292 745
is_linear=0
shrinkage=0.1


Tree=7177
num_leaves=5
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split_feature=42 51 2 2
split_gain=1.32235e-05 2.39984e-05 2.75115e-05 3.3129e-05
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decision_type=2 2 2 2
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leaf_weight=0.0011958369238034006 0.0011513097375770078 0.0016964074623355293 0.0018760179618954307 0.0019845131089599125
leaf_count=436 667 891 746 381
internal_value=0 0.00166001 0.00442547 0.00908971
internal_weight=0 0.00675278 0.00555694 0.00386053
internal_count=3121 2454 2018 1127
is_linear=0
shrinkage=0.1


Tree=7178
num_leaves=7
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split_feature=3 13 3 48 42 2
split_gain=1.19415e-05 2.6142e-05 2.9433e-05 5.83102e-05 5.65451e-05 2.57541e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00671123 0.00570794 0.00444851 0.00338794 0.00223874
internal_count=3121 2929 2712 2585 2175 1289
is_linear=0
shrinkage=0.1


Tree=7179
num_leaves=6
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split_feature=16 1 150 16 13
split_gain=1.26101e-05 3.6648e-05 2.8459e-05 4.78105e-05 3.2752e-05
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decision_type=2 2 2 2 2
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leaf_count=1511 311 218 295 516 270
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internal_weight=0 0.00677434 0.0048733 0.00369791 0.00261405
internal_count=3121 2810 1299 1004 786
is_linear=0
shrinkage=0.1


Tree=7180
num_leaves=7
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split_feature=131 12 52 13 1 4
split_gain=1.79915e-05 3.32303e-05 6.38084e-05 4.44133e-05 3.98259e-05 3.84311e-05
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decision_type=2 2 2 2 2 2
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internal_value=0 2.75443e-05 8.30134e-05 -1.7288e-05 -0.000138125 2.24533e-05
internal_weight=0 0.00749974 0.0063524 0.00503957 0.00352185 0.0022107
internal_count=3121 2605 2199 1750 982 788
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shrinkage=0.00196078


Tree=7181
num_leaves=7
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split_feature=2 3 1 43 13 3
split_gain=2.06918e-05 3.04909e-05 3.889e-05 2.48367e-05 5.30312e-05 3.10861e-05
threshold=0.099185000000000009 0.12178000000000001 0.10587000000000001 -0.074359999999999996 -0.0034749999999999994 0.048265000000000009
decision_type=2 2 2 2 2 2
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leaf_value=0.00034828058565902108 9.2217680743618961e-06 -0.0001130902026944291 0.00052944320364870239 -0.00039775343180595659 -0.00026292589122477969 1.7196095582155593e-05
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internal_weight=0 0.00366052 0.00221852 0.00499795 0.00220152 0.00279643
internal_count=3121 919 745 2202 936 1266
is_linear=0
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Tree=7182
num_leaves=6
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split_feature=4 150 13 0 43
split_gain=1.28549e-05 2.43991e-05 2.2114e-05 2.84743e-05 4.56895e-05
threshold=0.27044500000000005 0.087170000000000011 -0.10278499999999999 -0.10096999999999999 -0.074359999999999996
decision_type=2 2 2 2 2
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leaf_count=164 365 258 274 846 1214
internal_value=0 -0.00187125 0.000796371 0.00405146 -0.00193344
internal_weight=0 0.00652405 0.0054811 0.00434106 0.00280778
internal_count=3121 2756 2498 2334 2060
is_linear=0
shrinkage=0.1


Tree=7183
num_leaves=7
num_cat=0
split_feature=2 3 2 0 0 0
split_gain=1.37548e-05 2.29048e-05 1.9853e-05 2.06597e-05 4.46483e-05 1.1004e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.0033286 0.00454461 0.00350629 0.002417 0.00201408
internal_count=3121 919 2202 1799 1605 745
is_linear=0
shrinkage=0.1


Tree=7184
num_leaves=6
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split_feature=3 51 15 13 3
split_gain=1.37435e-05 2.21619e-05 2.96464e-05 3.31368e-05 4.34641e-05
threshold=0.13524500000000003 0.086685000000000012 -0.11713499999999999 -0.033284999999999988 0.076840000000000006
decision_type=2 2 2 2 2
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leaf_count=363 192 383 1190 860 133
internal_value=0 -0.00178176 0.000638966 0.00398785 0.0102408
internal_weight=0 0.00667793 0.00567574 0.00467251 0.00301194
internal_count=3121 2929 2546 2183 993
is_linear=0
shrinkage=0.1


Tree=7185
num_leaves=7
num_cat=0
split_feature=131 13 43 457 0 16
split_gain=2.73447e-05 4.0841e-05 4.86065e-05 3.22766e-05 3.63962e-05 4.81054e-05
threshold=0.078765000000000016 -0.076384999999999995 1.0000000180025095e-35 0.045365000000000009 -0.11437499999999999 -0.042349999999999992
decision_type=2 2 2 2 2 2
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internal_weight=0 0.00778042 0.00240804 0.00537238 0.0042942 0.00270203
internal_count=3121 2605 1060 1545 1372 1171
is_linear=0
shrinkage=0.00196078


Tree=7186
num_leaves=6
num_cat=0
split_feature=42 160 151 16 0
split_gain=1.35273e-05 3.29553e-05 3.73523e-05 4.66907e-05 4.71996e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 0.16703000000000004 -0.10474999999999998
decision_type=2 2 2 2 2
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internal_value=0 0.00179129 0.00569619 0.0100147 0.01651
internal_weight=0 0.00659124 0.00505086 0.00403364 0.00295618
internal_count=3121 2259 1431 1131 853
is_linear=0
shrinkage=0.1


Tree=7187
num_leaves=6
num_cat=0
split_feature=2 4 52 16 12
split_gain=1.2398e-05 3.83854e-05 3.72342e-05 3.96201e-05 4.7243e-05
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decision_type=2 2 2 2 2
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leaf_count=138 276 345 991 777 594
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internal_weight=0 0.00242965 0.00541827 0.00396395 0.00296252
internal_count=3121 621 2500 1509 1371
is_linear=0
shrinkage=0.1


Tree=7188
num_leaves=7
num_cat=0
split_feature=131 13 160 16 12 4
split_gain=1.66148e-05 4.00646e-05 4.03029e-05 3.79989e-05 3.63215e-05 2.52819e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00749613 0.005186 0.00414024 0.00231013 0.00241068
internal_count=3121 2605 1545 1298 1060 795
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Tree=7189
num_leaves=7
num_cat=0
split_feature=50 484 52 43 2 15
split_gain=2.72938e-05 4.2113e-05 2.31775e-05 4.4706e-05 0.000102035 7.07508e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00777879 0.0067391 0.00542064 0.00350366 0.00204972
internal_count=3121 2561 2219 1688 617 411
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Tree=7190
num_leaves=7
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split_feature=457 1 15 1 0 16
split_gain=3.29894e-05 5.51745e-05 8.00741e-05 8.66432e-05 3.63984e-05 7.21523e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00820957 0.00701053 0.00590519 0.00415691 0.00300031
internal_count=3121 2963 2725 2526 2072 1830
is_linear=0
shrinkage=0.00196078


Tree=7191
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split_feature=484 1 12 2 13 16
split_gain=1.26625e-05 2.17014e-05 4.31963e-05 3.85543e-05 4.26928e-05 1.91221e-05
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decision_type=2 2 2 2 2 2
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leaf_count=564 394 232 387 671 483 390
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internal_weight=0 0.00685474 0.00575029 0.00470204 0.00359147 0.00234761
internal_count=3121 2727 2495 2108 1544 873
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Tree=7192
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split_gain=1.20023e-05 2.58711e-05 4.30268e-05 3.27683e-05
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decision_type=2 2 2 2
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leaf_weight=0.0012278713909970925 0.0019312112114459549 0.0015477233722992834 0.0012340466913487466 0.0019267831084189113
leaf_count=311 365 310 1254 881
internal_value=0 -0.00234651 0.00157383 0.00774514
internal_weight=0 0.00593642 0.0043887 0.00316083
internal_count=3121 2756 2446 2135
is_linear=0
shrinkage=0.1


Tree=7193
num_leaves=7
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split_feature=16 160 16 1 2 3
split_gain=2.62697e-05 5.25794e-05 5.80168e-05 4.51839e-05 6.779e-05 2.52367e-05
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decision_type=2 2 2 2 2 2
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leaf_weight=0.0016011851865181097 0.0013426252388088885 0.0010784779561539707 0.0010986409527604774 0.0014459469105034544 0.0011102324117054402 0.0012021168600853736
leaf_count=878 556 658 284 305 305 135
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internal_weight=0 0.00472186 0.00337924 0.00415736 0.00271142 0.00228059
internal_count=3121 1633 1077 1488 1183 793
is_linear=0
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Tree=7194
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split_feature=4 150 48 15 3
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decision_type=2 2 2 2 2
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leaf_weight=0.0011681087284079249 0.0013630977002138502 0.0010335569102646481 0.0011860191327882413 0.001128292347481141 0.0019956620815928736
leaf_count=568 365 258 422 480 1028
internal_value=0 -0.0018644 0.000274788 -0.00283778 0.00268212
internal_weight=0 0.00651164 0.00547808 0.00429206 0.00312395
internal_count=3121 2756 2498 2076 1508
is_linear=0
shrinkage=0.1


Tree=7195
num_leaves=6
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split_feature=15 52 52 0 52
split_gain=1.19488e-05 3.80141e-05 3.92049e-05 3.29472e-05 5.08574e-05
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decision_type=2 2 2 2 2
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right_child=-2 2 3 4 -6
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leaf_weight=0.0015014602616650269 0.0017806996692360235 0.0010075447843722915 0.0012309827505817025 0.0010493467436588481 0.0012926733224546791
leaf_count=658 1216 394 186 373 294
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internal_weight=0 0.00608201 0.00458055 0.003573 0.00234202
internal_count=3121 1905 1247 853 667
is_linear=0
shrinkage=0.1


Tree=7196
num_leaves=6
num_cat=0
split_feature=52 0 47 15 3
split_gain=1.35904e-05 2.54777e-05 3.96596e-05 3.04815e-05 3.62244e-05
threshold=0.11434500000000002 -0.019414999999999998 1.0000000180025095e-35 0.035560000000000008 0.090900000000000009
decision_type=2 2 2 2 2
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leaf_value=-0.00057508522965479369 -0.010514005993378598 0.012438500792258486 -0.01502700026919257 -0.0089545798124950095 0.024430886854576058
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leaf_count=888 501 307 336 935 154
internal_value=0 0.00157367 -0.00189115 0.00399249 0.0106355
internal_weight=0 0.00676794 0.00513149 0.00354408 0.00234228
internal_count=3121 2620 2313 1977 1042
is_linear=0
shrinkage=0.1


Tree=7197
num_leaves=7
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split_feature=131 13 160 16 0 4
split_gain=1.52649e-05 3.18289e-05 3.26247e-05 5.3595e-05 2.84654e-05 2.01581e-05
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decision_type=2 2 2 2 2 2
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right_child=-2 2 3 -5 -6 -7
leaf_value=4.5599136984298164e-06 -0.00022811401309235835 0.00025683780438072093 0.00026283986806829911 -0.00040380901750156821 0.00044683588068406222 -0.00010329324027205079
leaf_weight=0.0011241278366287103 0.0010017349712791107 0.0010210609105429048 0.001018852171352272 0.0016739104120813263 0.001113864644468865 0.0013365531414497194
leaf_count=687 516 247 569 503 373 226
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internal_weight=0 0.00728837 0.00505038 0.00402932 0.00223799 0.00235541
internal_count=3121 2605 1545 1298 1060 795
is_linear=0
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Tree=7198
num_leaves=7
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split_feature=52 13 3 15 16 2
split_gain=1.10528e-05 2.60138e-05 2.29772e-05 4.03908e-05 2.45989e-05 2.09208e-05
threshold=0.11434500000000002 -0.084034999999999985 0.097915000000000016 -0.089549999999999991 0.0065250000000000004 0.10005000000000001
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 4 -6 -7
leaf_value=0.0010909334561223611 -0.0094794350373859915 0.016141106151251167 -0.014757804304166214 -0.017302648653037055 0.0035655725110015782 0.021037099170270246
leaf_weight=0.0010983653834590397 0.0010784486164943964 0.0012058228115487614 0.0011873646158118284 0.0010932170101525687 0.0011687624532629754 0.0010088277875538779
leaf_count=589 501 376 133 903 432 187
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internal_weight=0 0.00676236 0.00465517 0.0034678 0.00226198 0.00210719
internal_count=3121 2620 1844 1711 1335 776
is_linear=0
shrinkage=0.1


Tree=7199
num_leaves=7
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split_feature=0 1 13 4 3 3
split_gain=1.40296e-05 3.21773e-05 3.70895e-05 4.8751e-05 7.9834e-05 2.63425e-05
threshold=1.0000000180025095e-35 0.077565000000000009 -0.0025349999999999995 0.0061450000000000003 0.11296500000000002 -0.077774999999999983
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 4 -6 -7
leaf_value=-0.00035916470403195402 0.00014594722619892393 -8.9427637731174292e-06 -0.00045250769960763891 0.00034776817296302729 -0.00036521293776151467 0.00042889117225260946
leaf_weight=0.0010706041445430704 0.0018365248689327538 0.0010231703652301175 0.0011060577382739573 0.0014121121397388976 0.0010548249106059893 0.0010923736552674492
leaf_count=1552 325 374 222 139 68 441
internal_value=0 -4.73154e-05 1.13758e-05 -0.000110453 4.29083e-05 0.000217135
internal_weight=0 0.00675914 0.00568854 0.00357299 0.00246694 0.00211554
internal_count=3121 2796 1244 429 207 815
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shrinkage=0.00196078


Tree=7200
num_leaves=7
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split_feature=50 484 52 2 48 0
split_gain=1.64824e-05 2.14359e-05 2.38305e-05 4.57493e-05 5.78713e-05 3.75951e-05
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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_count=531 560 342 191 264 244 989
internal_value=0 2.94062e-05 -1.19894e-05 4.57809e-05 0.000143275 5.75087e-07
internal_weight=0 0.00750813 0.00649429 0.00525189 0.00409087 0.00297647
internal_count=3121 2561 2219 1688 1424 1180
is_linear=0
shrinkage=0.00196078


Tree=7201
num_leaves=6
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split_feature=1 48 4 16 0
split_gain=1.02619e-05 3.90876e-05 3.60114e-05 3.53838e-05 2.52152e-05
threshold=0.111945 0.08975000000000001 -1.0000000180025095e-35 -0.018494999999999998 -0.11756999999999999
decision_type=2 2 2 2 2
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leaf_value=0.01322907399613067 -0.0057292050722229076 0.014474540319328794 -0.019215896607327709 -0.0093980616160376819 0.014827528568642482
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leaf_count=1038 145 306 512 768 352
internal_value=0 -0.00247427 -0.00670526 -0.000106136 0.00537086
internal_weight=0 0.00545077 0.00436189 0.00285561 0.00240215
internal_count=3121 2624 2318 1806 497
is_linear=0
shrinkage=0.1


Tree=7202
num_leaves=7
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split_feature=11 2 52 16 52 3
split_gain=3.47311e-05 3.56661e-05 7.45576e-05 6.44382e-05 3.95502e-05 4.95179e-05
threshold=0.076920000000000002 0.10912000000000001 0.084960000000000022 -0.074319999999999983 -0.088204999999999992 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
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leaf_weight=0.0012764115015903403 0.0010029160332774333 0.0010152698362584879 0.0013127144493619725 0.0013663759152998771 0.0015517153828696131 0.001510469563923064
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internal_value=0 3.04126e-05 -5.44047e-05 0.000231672 6.94783e-05 0.000190346
internal_weight=0 0.00803296 0.00565131 0.00238165 0.0043386 0.00306218
internal_count=3121 2895 2344 551 1550 1102
is_linear=0
shrinkage=0.00196078


Tree=7203
num_leaves=6
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split_feature=4 13 13 1 52
split_gain=1.13862e-05 1.77818e-05 3.34214e-05 3.4023e-05 2.89707e-05
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decision_type=2 2 2 2 2
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leaf_count=166 426 1701 466 212 150
internal_value=0 -0.00219209 0.000327539 -0.00556243 -0.0136111
internal_weight=0 0.00600651 0.00494588 0.00326809 0.00201453
internal_count=3121 2695 2529 828 362
is_linear=0
shrinkage=0.1


Tree=7204
num_leaves=7
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split_feature=11 43 12 160 2 2
split_gain=3.58982e-05 3.56645e-05 6.6247e-05 4.5956e-05 3.28217e-05 4.62396e-05
threshold=0.076920000000000002 -0.04890499999999999 0.051320000000000005 1.0000000180025095e-35 0.10613000000000002 0.089885000000000007
decision_type=2 2 2 2 2 2
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leaf_weight=0.0010893360981888002 0.0010033765292782057 0.0012438377500289617 0.0018057323924011025 0.0011300200128285419 0.0018418311931359156 0.0010488030741723127
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internal_value=0 3.85373e-05 0.000213346 -5.75942e-05 3.81816e-05 0.000194769
internal_weight=0 0.00815956 0.00289507 0.00526449 0.00413447 0.00229264
internal_count=3121 2895 1377 1518 1332 1019
is_linear=0
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Tree=7205
num_leaves=7
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split_feature=133 42 160 52 49 4
split_gain=1.97892e-05 4.50274e-05 6.0457e-05 8.62789e-05 5.81976e-05 7.18785e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00776131 0.00661955 0.00493634 0.00381716 0.00252531
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Tree=7206
num_leaves=6
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split_feature=3 13 13 48 0
split_gain=1.25795e-05 7.17627e-05 4.17259e-05 3.3009e-05 2.97258e-05
threshold=-0.078934999999999991 -0.023499999999999997 -0.061684999999999997 0.086260000000000017 -0.12333499999999999
decision_type=2 2 2 2 2
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Tree=7207
num_leaves=5
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split_feature=42 51 2 2
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internal_value=0 0.00155167 0.00426222 0.0083746
internal_weight=0 0.00671911 0.00552615 0.00383584
internal_count=3121 2454 2018 1127
is_linear=0
shrinkage=0.1


Tree=7208
num_leaves=7
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split_feature=50 15 16 2 0 43
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00785755 0.00684505 0.0057224 0.00446232 0.00273876
internal_count=3121 2561 2235 2019 1667 1460
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Tree=7209
num_leaves=6
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internal_weight=0 0.00336845 0.00450989 0.00325983 0.00203039
internal_count=3121 2000 1121 751 580
is_linear=0
shrinkage=0.1


Tree=7210
num_leaves=7
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split_feature=131 150 15 47 4 16
split_gain=1.60991e-05 3.00943e-05 5.07285e-05 5.57118e-05 3.8019e-05 4.64962e-05
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decision_type=2 2 2 2 2 2
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leaf_weight=0.0011955198524088257 0.0010171290310481409 0.0014121634321225107 0.0010233002161180347 0.0011111198229632035 0.0011926185320193915 0.0014580152206438537
leaf_count=671 516 358 864 200 250 262
internal_value=0 2.59393e-05 -3.48519e-05 -0.00026276 0.000108238 -3.0047e-05
internal_weight=0 0.00739274 0.00598057 0.00230664 0.00367393 0.00248132
internal_count=3121 2605 2247 871 1376 1126
is_linear=0
shrinkage=0.00196078


Tree=7211
num_leaves=5
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split_feature=51 160 16 0
split_gain=1.3797e-05 3.53451e-05 3.97205e-05 3.95697e-05
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decision_type=2 2 2 2
left_child=-1 -2 3 -3
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leaf_value=0.010242781052261021 -0.016594874748216092 -0.0025182113045203354 -0.010052431729730776 0.018478627082083993
leaf_weight=0.0011143138104410429 0.0012986808513482818 0.0018060847282001776 0.0018714851531229336 0.0017842141213742129
leaf_count=407 807 263 579 1065
internal_value=0 -0.00176655 0.00175927 0.00791626
internal_weight=0 0.00676046 0.00546178 0.0035903
internal_count=3121 2714 1907 1328
is_linear=0
shrinkage=0.1


Tree=7212
num_leaves=6
num_cat=0
split_feature=133 42 15 15 47
split_gain=1.59707e-05 4.31639e-05 8.65466e-05 5.31653e-05 4.85303e-05
threshold=0.091410000000000005 0.08623500000000002 1.0000000180025095e-35 -0.037864999999999989 1.0000000180025095e-35
decision_type=2 2 2 2 2
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right_child=-2 -3 -4 -5 -6
leaf_value=0.00013150624114222108 -0.0002326742638211014 0.00028937967897111429 -0.00058157275825824377 0.00032467746844415439 -0.00038520798617784201
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leaf_count=527 603 788 574 414 215
internal_value=0 2.63984e-05 -5.9393e-05 5.55003e-05 -0.000111541
internal_weight=0 0.00735551 0.00554619 0.00454596 0.00280517
internal_count=3121 2518 1730 1156 742
is_linear=0
shrinkage=0.00196078


Tree=7213
num_leaves=7
num_cat=0
split_feature=49 42 15 4 16 43
split_gain=2.5577e-05 6.8549e-05 3.69381e-05 5.56731e-05 5.30621e-05 2.60172e-05
threshold=-0.047584999999999995 0.091545000000000015 -0.037864999999999989 -0.059649999999999988 -0.095964999999999981 -0.0030899999999999994
decision_type=2 2 2 2 2 2
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leaf_value=0.0001854019057573158 0.00012721821766669019 -0.00054208532709164184 0.00017744246790215028 0.00050185990192589574 -0.00044276603137329484 -0.00024261291908740979
leaf_weight=0.0019711719020767291 0.0012142391119126267 0.0010018172909408915 0.0011417270561955588 0.0011284089045165415 0.0013004791148006226 0.0011259847194439356
leaf_count=403 331 620 551 316 518 382
internal_value=0 -6.78016e-05 1.25838e-05 0.000145965 -0.000167547 -3.11272e-05
internal_weight=0 0.00691266 0.00591084 0.00339612 0.00251472 0.00226771
internal_count=3121 2718 2098 1249 849 933
is_linear=0
shrinkage=0.00196078


Tree=7214
num_leaves=8
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split_feature=4 1 12 151 1 3 43
split_gain=2.6193e-05 4.70733e-05 3.45912e-05 4.93733e-05 6.81017e-05 5.01772e-05 2.59846e-05
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decision_type=2 2 2 2 2 2 2
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right_child=1 -3 -4 4 5 -7 -8
leaf_value=0.00034677440033325737 -0.00011460796179605408 0.00047415286396382581 -0.000391215337647713 -5.8420510078839307e-05 -2.0685290535936437e-05 -0.00060015548142831649 0.00036423614983291966
leaf_weight=0.0012103412230130908 0.0010228279268770205 0.0010664998399712139 0.0010562048809589731 0.0011623815267913628 0.0010602898826110735 0.001253998872013936 0.0010777844950626914
leaf_count=441 150 276 404 880 513 160 297
internal_value=0 0.000185926 -6.49983e-05 -5.23005e-06 -9.87748e-05 -0.000334672 0.000144927
internal_weight=0 0.00208933 0.006821 0.0057648 0.00455445 0.00231429 0.00224017
internal_count=3121 426 2695 2291 1850 673 1177
is_linear=0
shrinkage=0.00196078


Tree=7215
num_leaves=6
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split_feature=1 43 0 12 0
split_gain=1.34041e-05 2.31031e-05 3.99885e-05 2.21295e-05 3.27768e-05
threshold=0.10293500000000001 -0.084004999999999982 -0.084144999999999984 0.051320000000000005 -0.15202999999999997
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -2
right_child=3 2 -4 -5 -6
leaf_value=0.0071499718671363885 -0.0013660822720239828 0.0010057056599182927 -0.021977697670649891 -0.0058699790296926979 0.023365266478067161
leaf_weight=0.0013754070810395808 0.0010858083178155967 0.001850136479405818 0.0012812782309970685 0.0012574165746904883 0.0010580866641673444
leaf_count=615 97 860 910 264 375
internal_value=0 -0.00365329 -0.00839839 0.00466237 0.0108397
internal_weight=0 0.00450682 0.00313141 0.00340131 0.00214389
internal_count=3121 2385 1770 736 472
is_linear=0
shrinkage=0.1


Tree=7216
num_leaves=6
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split_feature=50 4 4 12 49
split_gain=1.1938e-05 2.08995e-05 2.29649e-05 3.00372e-05 4.76958e-05
threshold=0.079410000000000008 0.27834500000000006 0.098655000000000007 0.084100000000000022 -0.006494999999999999
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.0080383782986383923 -0.009909854741607273 0.014302472467648486 -0.012586536303211561 -0.0079011636300360764 0.01919239677241931
leaf_weight=0.0010290728876587306 0.0010662778698998388 0.0010698841915993433 0.0013044362356035445 0.0017104989371849104 0.0017154799573874798
leaf_count=216 609 315 206 1420 355
internal_value=0 0.00146731 -0.000916952 0.0024999 0.00898219
internal_weight=0 0.00682937 0.00575949 0.00445505 0.00274455
internal_count=3121 2512 2197 1991 571
is_linear=0
shrinkage=0.1


Tree=7217
num_leaves=6
num_cat=0
split_feature=49 1 12 3 43
split_gain=1.3922e-05 1.92991e-05 2.26806e-05 3.01096e-05 2.63928e-05
threshold=-0.047584999999999995 0.12337000000000002 0.09334000000000002 0.095270000000000007 -0.0037449999999999996
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
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leaf_value=0.0078277486591366158 -0.0054587241574914624 0.010107591901976581 -0.016692630295302168 -0.015887019944723434 0.013753445142735472
leaf_weight=0.0017423377170801878 0.0014272382705667285 0.00104104247274793 0.0012251747082519717 0.0010142236048175657 0.0014329466816840367
leaf_count=403 1162 244 721 134 457
internal_value=0 -0.00230024 -0.0048332 -0.00108299 0.00416653
internal_weight=0 0.00614063 0.00509958 0.00387441 0.00286018
internal_count=3121 2718 2474 1753 1619
is_linear=0
shrinkage=0.1


Tree=7218
num_leaves=6
num_cat=0
split_feature=457 1 1 4 1
split_gain=1.19203e-05 3.00202e-05 3.09526e-05 1.72954e-05 3.45656e-05
threshold=0.069910000000000014 0.11588000000000001 0.096125000000000016 -0.15764999999999998 0.083345000000000016
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.008427519351482891 0.0093069326104522638 0.0099178580901213668 -0.016927631539814768 -0.019236366144197655 0.006904682372347851
leaf_weight=0.0013951416517851431 0.0011595130484542754 0.0016764320356963281 0.0016177341417147068 0.00100234974212653 0.0010211156428237833
leaf_count=149 267 382 396 1514 413
internal_value=0 -0.00167312 -0.00553138 -0.000138508 -0.00604462
internal_weight=0 0.00671277 0.00503634 0.00341861 0.00202347
internal_count=3121 2854 2472 2076 1927
is_linear=0
shrinkage=0.1


Tree=7219
num_leaves=6
num_cat=0
split_feature=4 42 43 2 4
split_gain=1.39479e-05 1.93505e-05 4.08236e-05 4.09497e-05 2.32685e-05
threshold=0.24564500000000003 -1.0000000180025095e-35 -0.074359999999999996 0.089885000000000007 -0.062539999999999984
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.014544372345197832 0.0075333012579174774 0.014791910809421722 -0.020820230369208034 -0.0089587687816264881 0.010933985660692281
leaf_weight=0.0010754788208971657 0.0018531282075237967 0.0013887417793705774 0.0011625480451218895 0.0010599660994110958 0.0013205718623349602
leaf_count=797 426 785 569 304 240
internal_value=0 -0.00239066 0.000259691 -0.00543633 0.00207647
internal_weight=0 0.00600731 0.00493183 0.00354309 0.00238054
internal_count=3121 2695 1898 1113 544
is_linear=0
shrinkage=0.1


Tree=7220
num_leaves=8
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split_feature=11 2 4 52 12 52 4
split_gain=7.39766e-05 4.58433e-05 9.1436e-05 6.20963e-05 4.78591e-05 6.88903e-05 4.88495e-05
threshold=0.078065000000000009 0.10912000000000001 0.033845000000000007 0.084960000000000022 0.09202500000000001 -0.085984999999999992 -0.0016099999999999997
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=-0.00045956590334961077 -0.00050920636198652637 0.00069023080810369844 -6.6197975947732571e-05 -0.00041004754036782229 0.00042916229442072209 0.00046651389486013575 -9.9109008507743612e-05
leaf_weight=0.0010574033789838588 0.0010000484170102153 0.0011298154659820604 0.0013467231089085464 0.0013399790086800331 0.0010868750587053489 0.0010201325302287957 0.0013827368451139002
leaf_count=354 211 240 311 799 381 550 275
internal_value=0 5.50705e-05 0.000278891 -3.90838e-05 7.02338e-05 -4.2506e-05 0.000141025
internal_weight=0 0.00836367 0.00247654 0.00588713 0.00454715 0.00346027 0.00240287
internal_count=3121 2910 551 2359 1560 1179 825
is_linear=0
shrinkage=0.00196078


Tree=7221
num_leaves=7
num_cat=0
split_feature=484 160 42 1 16 3
split_gain=3.58544e-05 3.91251e-05 5.21064e-05 4.30002e-05 0.000102427 5.58869e-05
threshold=0.084040000000000017 -1.0000000180025095e-35 -1.0000000180025095e-35 0.094385000000000011 -0.36241499999999999 -0.082094999999999987
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 4 -6 -7
leaf_value=-0.00039346578124313547 0.00033251913162700105 -0.00037658160518638356 0.00026478587866463104 -0.00019702493671316888 0.00055696966731634881 -0.00029708702226268109
leaf_weight=0.0011373559044298188 0.0010275751383448115 0.001181267599675225 0.0010732868354410236 0.0011778979517537934 0.0016815812817651446 0.0018602296044222353
leaf_count=632 368 713 318 198 413 479
internal_value=0 -5.62525e-05 -1.26007e-06 7.52729e-05 0.000246379 -9.15144e-05
internal_weight=0 0.00811162 0.00697426 0.005793 0.00285948 0.00293352
internal_count=3121 2753 2121 1408 611 797
is_linear=0
shrinkage=0.00196078


Tree=7222
num_leaves=7
num_cat=0
split_feature=42 43 51 15 16 3
split_gain=1.37072e-05 2.5092e-05 3.53843e-05 3.00745e-05 7.0568e-05 2.34041e-05
threshold=0.091735000000000025 0.05259500000000001 -0.076794999999999988 -0.10324499999999999 -0.088394999999999987 -0.026224999999999995
decision_type=2 2 2 2 2 2
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leaf_count=406 667 288 311 405 856 188
internal_value=0 0.00165924 -0.00105893 0.0027882 -0.00229363 0.00818275
internal_weight=0 0.00674547 0.00562768 0.00455537 0.00327449 0.00216957
internal_count=3121 2454 2166 1760 1449 1044
is_linear=0
shrinkage=0.1


Tree=7223
num_leaves=6
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split_feature=3 13 13 48 0
split_gain=1.28158e-05 6.19699e-05 3.91443e-05 2.74449e-05 3.33452e-05
threshold=-0.078934999999999991 -0.023499999999999997 -0.061684999999999997 0.086260000000000017 -0.12333499999999999
decision_type=2 2 2 2 2
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leaf_weight=0.001144908101707406 0.0018606783340170499 0.0015181509601884355 0.0011097023505969952 0.0011718910291975042 0.0010708981535081843
leaf_count=956 671 786 144 202 362
internal_value=0 -0.00569901 0.00282788 -0.0036277 0.00300519
internal_weight=0 0.00266306 0.00521317 0.00335249 0.0021806
internal_count=3121 1742 1379 708 506
is_linear=0
shrinkage=0.1


Tree=7224
num_leaves=6
num_cat=0
split_feature=42 160 42 0 16
split_gain=2.04182e-05 3.92272e-05 4.03071e-05 3.8577e-05 9.99655e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.091735000000000025 -0.20211999999999997 -0.072804999999999981
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
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leaf_weight=0.0014163075968644653 0.0016890828654003362 0.0013055207440267075 0.0011200691681226282 0.0014771341837353277 0.0016748991896349422
leaf_count=862 828 107 478 378 468
internal_value=0 3.97238e-05 0.000119002 0.000202557 0.00031995
internal_weight=0 0.00726671 0.00557762 0.00445755 0.00315203
internal_count=3121 2259 1431 953 846
is_linear=0
shrinkage=0.00196078


Tree=7225
num_leaves=7
num_cat=0
split_feature=11 13 15 151 4 1
split_gain=4.16682e-05 2.8124e-05 3.58221e-05 4.59706e-05 6.23554e-05 2.48671e-05
threshold=1.0000000180025095e-35 -0.084034999999999985 1.0000000180025095e-35 -0.0083949999999999979 0.0061450000000000003 0.077845000000000011
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 4 -6 -7
leaf_value=3.0173800103200843e-05 -0.00038558209208044221 -0.00032720677224578742 -0.00034949290255019769 -0.00015728453169512623 0.00037416250279470402 0.00043936828080587664
leaf_weight=0.001222198942384962 0.001004256761728147 0.0010052456903864009 0.0011233640669172295 0.0014733428536741131 0.0020024724951202295 0.0010716285329310286
leaf_count=519 244 284 878 450 429 317
internal_value=0 3.84519e-05 -3.64025e-05 4.20867e-05 0.000148891 0.000221341
internal_weight=0 0.00789825 0.00560443 0.00448106 0.00347582 0.00229383
internal_count=3121 2877 2041 1163 879 836
is_linear=0
shrinkage=0.00196078


Tree=7226
num_leaves=6
num_cat=0
split_feature=49 3 42 0 16
split_gain=1.32937e-05 1.88103e-05 6.262e-05 3.15911e-05 5.21497e-05
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decision_type=2 2 2 2 2
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leaf_weight=0.001741965526112276 0.0010025311194198235 0.0018823941682947426 0.0010228089457058622 0.0010644520076469152 0.0011783971558864234
leaf_count=403 766 284 808 645 215
internal_value=0 -0.00224336 -0.0101359 0.00163157 0.0096486
internal_weight=0 0.00615058 0.00202534 0.00412524 0.00224285
internal_count=3121 2718 1574 1144 860
is_linear=0
shrinkage=0.1


Tree=7227
num_leaves=7
num_cat=0
split_feature=1 43 0 3 12 0
split_gain=3.36839e-05 2.63473e-05 3.9122e-05 2.58431e-05 6.59021e-05 2.13992e-05
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decision_type=2 2 2 2 2 2
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leaf_weight=0.0015406657013161576 0.001102810622341494 0.0010523795261209454 0.0014188949291924192 0.0015828739607257301 0.0010875926013033002 0.0010289975740013224
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internal_weight=0 0.00504094 0.00350027 0.00377328 0.0021904 0.00208138
internal_count=3121 2385 1770 736 523 860
is_linear=0
shrinkage=0.00196078


Tree=7228
num_leaves=6
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split_feature=52 13 43 13 1
split_gain=1.33826e-05 2.54223e-05 2.76817e-05 4.75197e-05 4.25236e-05
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decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -4
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internal_weight=0 0.00681419 0.00500955 0.00220494 0.0028046
internal_count=3121 2620 2302 1112 1190
is_linear=0
shrinkage=0.1


Tree=7229
num_leaves=7
num_cat=0
split_feature=11 2 52 52 3 43
split_gain=3.07935e-05 3.68554e-05 6.19258e-05 4.95891e-05 4.52269e-05 7.60992e-06
threshold=1.0000000180025095e-35 0.089885000000000007 -0.046924999999999988 0.092650000000000024 -0.078934999999999991 -0.0030899999999999994
decision_type=2 2 2 2 2 2
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leaf_weight=0.0011186044988172128 0.0010051232382400225 0.0015709643834524597 0.0018440637826123182 0.0014902662819108277 0.001032822792449407 0.0010062051062477598
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internal_weight=0 0.00806293 0.00490529 0.00333433 0.00315763 0.00203903
internal_count=3121 2877 1273 815 1604 511
is_linear=0
shrinkage=0.00196078


Tree=7230
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leaf_count=615 523 213 860 910
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internal_weight=0 0.00339055 0.00450777 0.00313043
internal_count=3121 736 2385 1770
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Tree=7231
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split_gain=2.35476e-05 2.88565e-05 4.38524e-05 2.60313e-05 3.18623e-05 8.87657e-06
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00369271 0.00266027 0.00489838 0.00338523 0.00201466
internal_count=3121 736 478 2385 1770 860
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shrinkage=0.00196078


Tree=7232
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split_feature=4 2 3 43 0
split_gain=1.41445e-05 2.10624e-05 3.28463e-05 4.40619e-05 3.28588e-05
threshold=0.24564500000000003 0.10981000000000002 -0.08824499999999999 -0.074359999999999996 -0.10096999999999999
decision_type=2 2 2 2 2
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internal_weight=0 0.00603982 0.00461331 0.00343968 0.00223757
internal_count=3121 2695 2318 1729 1067
is_linear=0
shrinkage=0.1


Tree=7233
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split_feature=11 2 3 52 3 43
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threshold=0.076920000000000002 0.10912000000000001 0.12178000000000001 0.084960000000000022 0.090900000000000009 -0.074359999999999996
decision_type=2 2 2 2 2 2
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leaf_weight=0.001412031263039887 0.0010077937977058171 0.0011142024202794153 0.0012758081973391067 0.0013304499397662423 0.001163535099439636 0.0017581315949149966
leaf_count=706 226 389 162 794 134 710
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internal_weight=0 0.00805416 0.00239001 0.00566415 0.0043337 0.00317016
internal_count=3121 2895 551 2344 1550 1416
is_linear=0
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Tree=7234
num_leaves=7
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split_feature=131 13 0 457 16 3
split_gain=2.44433e-05 2.89928e-05 4.44524e-05 3.36274e-05 3.3507e-05 6.46627e-05
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decision_type=2 2 2 2 2 2
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leaf_count=687 516 841 373 173 379 152
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internal_weight=0 0.00744558 0.00228103 0.00516455 0.00411578 0.00274596
internal_count=3121 2605 1060 1545 1372 993
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Tree=7235
num_leaves=7
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split_feature=42 43 51 1 2 4
split_gain=1.36971e-05 2.40608e-05 3.18009e-05 2.67519e-05 3.34573e-05 2.64868e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00676958 0.00564511 0.00456983 0.00248667 0.00208316
internal_count=3121 2454 2166 1760 497 1263
is_linear=0
shrinkage=0.1


Tree=7236
num_leaves=6
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split_feature=131 0 150 15 15
split_gain=2.63046e-05 4.20298e-05 3.76985e-05 8.3246e-05 5.04664e-05
threshold=0.078765000000000016 1.0000000180025095e-35 0.081835000000000019 -0.016799999999999995 -0.10653
decision_type=2 2 2 2 2
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leaf_count=351 516 292 316 1132 514
internal_value=0 3.21568e-05 -4.57582e-05 -0.000129609 -0.000356682
internal_weight=0 0.00775347 0.00600446 0.00465003 0.00265846
internal_count=3121 2605 2313 1997 865
is_linear=0
shrinkage=0.00196078


Tree=7237
num_leaves=6
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split_feature=52 2 12 43 15
split_gain=1.48018e-05 3.644e-05 2.77737e-05 4.44875e-05 7.44737e-05
threshold=-0.046924999999999988 0.089885000000000007 0.098810000000000023 -0.0037449999999999996 -0.037864999999999989
decision_type=2 2 2 2 2
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leaf_count=404 1159 549 328 253 428
internal_value=0 0.00610585 -0.00308661 0.000429154 0.00774184
internal_weight=0 0.00261533 0.00530435 0.00429131 0.002831
internal_count=3121 953 2168 1840 681
is_linear=0
shrinkage=0.1


Tree=7238
num_leaves=6
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split_feature=15 52 52 0 52
split_gain=1.55715e-05 3.57769e-05 3.78382e-05 3.36363e-05 5.28698e-05
threshold=1.0000000180025095e-35 -0.081429999999999989 -0.0027449999999999996 -0.13027499999999997 0.091820000000000013
decision_type=2 2 2 2 2
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leaf_weight=0.0015065751543747816 0.001779683146130257 0.0010075176275257179 0.0012472274051663827 0.0010577843500740791 0.001302085474010793
leaf_count=658 1216 394 186 373 294
internal_value=0 0.00234864 -0.00201964 0.00276605 -0.00425422
internal_weight=0 0.00612119 0.00461461 0.0036071 0.00235987
internal_count=3121 1905 1247 853 667
is_linear=0
shrinkage=0.1


Tree=7239
num_leaves=7
num_cat=0
split_feature=484 160 42 49 52 4
split_gain=4.65718e-05 5.10195e-05 5.65613e-05 4.86062e-05 6.52919e-05 7.44964e-05
threshold=0.084040000000000017 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.047584999999999995 0.077655000000000016 0.076415000000000025
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 4 -6 -7
leaf_value=-0.00044051728661689799 0.00037791269090169848 -0.00038707290321530162 0.0003690679947188463 -0.0005733509861263746 0.00029683225466767277 7.5569909141511932e-05
leaf_weight=0.0011677150611018074 0.0010487820722853225 0.0011964610697216332 0.0016259070816119492 0.0012107002837829486 0.0015232277854529794 0.0015521394439126878
leaf_count=632 368 713 255 596 315 242
internal_value=0 -6.0676e-05 1.72114e-06 8.0405e-05 -2.90985e-05 -0.000208793
internal_weight=0 0.00827615 0.00710844 0.00591197 0.00428607 0.00276284
internal_count=3121 2753 2121 1408 1153 838
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Tree=7240
num_leaves=5
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split_feature=15 42 15 47
split_gain=1.26788e-05 3.24067e-05 4.53399e-05 3.75873e-05
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decision_type=2 2 2 2
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leaf_weight=0.0014515077734459114 0.0017842302427954265 0.0015738181992678568 0.0019265281829503249 0.0011729483682119323
leaf_count=496 1216 910 303 196
internal_value=0 0.00211039 0.00638795 -0.00216382
internal_weight=0 0.0061248 0.00455098 0.00262446
internal_count=3121 1905 995 692
is_linear=0
shrinkage=0.1


Tree=7241
num_leaves=6
num_cat=0
split_feature=131 150 15 47 16
split_gain=1.61317e-05 3.05651e-05 4.69394e-05 5.15602e-05 4.04733e-05
threshold=0.078765000000000016 0.080470000000000014 -0.037864999999999989 0.092710000000000015 0.013515000000000001
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -4
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leaf_weight=0.0012216721090850995 0.0010068487336751825 0.0014210495473577283 0.0017226210385618047 0.0011023489653848549 0.0019178979798176686
leaf_count=671 516 358 1037 200 339
internal_value=0 2.86244e-05 -3.29452e-05 -0.000250652 0.000106034
internal_weight=0 0.00738559 0.00596454 0.00232402 0.00364052
internal_count=3121 2605 2247 871 1376
is_linear=0
shrinkage=0.00196078


Tree=7242
num_leaves=7
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split_feature=11 2 52 3 16 1
split_gain=4.27137e-05 2.85182e-05 7.44726e-05 7.01511e-05 3.21693e-05 4.04075e-05
threshold=1.0000000180025095e-35 0.10912000000000001 0.084960000000000022 0.12178000000000001 -0.23935499999999996 0.089175000000000018
decision_type=2 2 2 2 2 2
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leaf_weight=0.001111407777293879 0.001015844927135248 0.0011109073919499798 0.0013122213851240253 0.0012730177435478617 0.0014633107779024846 0.0017214220388399595
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internal_weight=0 0.00799229 0.00560836 0.00238393 0.00429614 0.00318473
internal_count=3121 2877 2326 551 1539 1387
is_linear=0
shrinkage=0.00196078


Tree=7243
num_leaves=6
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split_feature=4 4 3 13 0
split_gain=1.40861e-05 2.15985e-05 4.64093e-05 5.14137e-05 5.48381e-05
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decision_type=2 2 2 2 2
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leaf_count=1221 426 279 191 788 216
internal_value=0 -0.00239457 0.000656946 -0.00565337 0.0030717
internal_weight=0 0.00605273 0.00480013 0.00339986 0.00226144
internal_count=3121 2695 2416 2225 1004
is_linear=0
shrinkage=0.1


Tree=7244
num_leaves=6
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split_feature=1 42 48 2 52
split_gain=1.25859e-05 2.85121e-05 3.23089e-05 2.50014e-05 2.35041e-05
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decision_type=2 2 2 2 2
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internal_weight=0 0.0056152 0.00427932 0.00229225 0.00278356
internal_count=3121 1485 947 1636 720
is_linear=0
shrinkage=0.1


Tree=7245
num_leaves=6
num_cat=0
split_feature=457 1 1 3 16
split_gain=1.26597e-05 2.76582e-05 3.01841e-05 1.95494e-05 6.45323e-06
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decision_type=2 2 2 2 2
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internal_weight=0 0.00673097 0.0050497 0.00342069 0.00205011
internal_count=3121 2854 2472 2076 1210
is_linear=0
shrinkage=0.1


Tree=7246
num_leaves=6
num_cat=0
split_feature=42 151 15 16 15
split_gain=2.07475e-05 3.22269e-05 5.1429e-05 6.01924e-05 8.3217e-05
threshold=0.091735000000000025 -0.044604999999999992 1.0000000180025095e-35 -0.090344999999999995 -0.037864999999999989
decision_type=2 2 2 2 2
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internal_weight=0 0.00746946 0.00626708 0.00471352 0.0032099
internal_count=3121 2454 2007 1145 766
is_linear=0
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Tree=7247
num_leaves=7
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split_feature=131 13 0 160 16 4
split_gain=2.58932e-05 3.74406e-05 3.73934e-05 3.35349e-05 5.14811e-05 1.74744e-05
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decision_type=2 2 2 2 2 2
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internal_count=3121 2605 1060 1545 1298 795
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Tree=7248
num_leaves=6
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split_feature=4 52 52 2 0
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decision_type=2 2 2 2 2
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is_linear=0
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Tree=7249
num_leaves=7
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split_feature=11 13 0 1 47 1
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00811963 0.00575162 0.00236802 0.00456122 0.0033229
internal_count=3121 2895 2046 849 1830 1638
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Tree=7250
num_leaves=7
num_cat=0
split_feature=42 160 42 0 16 49
split_gain=1.94583e-05 4.07624e-05 4.4542e-05 3.75217e-05 6.76011e-05 4.57871e-06
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.091735000000000025 -0.11756999999999999 -0.056919999999999991 -0.032624999999999994
decision_type=2 2 2 2 2 2
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leaf_value=-0.00021325407943509041 -0.00022894499044450169 9.6277608002737526e-05 -0.0002289767324176355 0.00070755412091960234 6.4267610239920065e-05 -9.0857730081723553e-05
leaf_weight=0.0014420738581109836 0.0017183755775836964 0.0010104008376984955 0.0011501481839212872 0.0011696697862749572 0.0013563933887120472 0.0010003661303612174
leaf_count=862 828 115 478 288 409 141
internal_value=0 3.57031e-05 0.000115669 0.000203042 0.000362135 3.17689e-06
internal_weight=0 0.00740535 0.00568698 0.00453683 0.00252606 0.00201077
internal_count=3121 2259 1431 953 697 256
is_linear=0
shrinkage=0.00196078


Tree=7251
num_leaves=6
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split_feature=42 160 151 16 0
split_gain=1.32756e-05 3.49636e-05 3.38336e-05 5.22916e-05 4.04582e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 0.16703000000000004 -0.10474999999999998
decision_type=2 2 2 2 2
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leaf_count=862 828 300 197 278 656
internal_value=0 0.00174667 0.00573748 0.00982471 0.0166663
internal_weight=0 0.00665474 0.00510671 0.00407837 0.00298768
internal_count=3121 2259 1431 1131 853
is_linear=0
shrinkage=0.1


Tree=7252
num_leaves=7
num_cat=0
split_feature=484 15 15 15 12 2
split_gain=1.24013e-05 2.17034e-05 5.97891e-05 2.71081e-05 4.17648e-05 1.6713e-05
threshold=0.073690000000000019 -0.031204999999999997 -0.095869999999999983 0.088345000000000021 0.051320000000000005 0.10444500000000002
decision_type=2 2 2 2 2 2
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right_child=-2 3 -4 -5 -6 -7
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leaf_count=318 394 140 684 657 719 209
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internal_weight=0 0.00689785 0.00350734 0.00339051 0.0022742 0.00202351
internal_count=3121 2727 1211 1516 859 527
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shrinkage=0.1


Tree=7253
num_leaves=7
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split_feature=50 4 151 16 52 3
split_gain=2.39053e-05 2.49411e-05 4.09941e-05 5.472e-05 3.52167e-05 3.02439e-05
threshold=0.088425000000000017 0.40473500000000007 -0.016164999999999995 -0.092484999999999984 -0.10925999999999998 -0.082094999999999987
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 4 5 -7
leaf_value=0.00032876696158796098 -0.00028527820607639312 0.00031370426322798053 -0.00036491400726151976 -0.0002614624025191543 0.00043413436785792541 1.1041666900965588e-05
leaf_weight=0.0011425119713026196 0.0010145260714862821 0.0010636094041761874 0.0017594163983011219 0.0010047896582093896 0.0010271274614281499 0.0017671326529911321
leaf_count=390 560 279 375 392 601 524
internal_value=0 3.47671e-05 -9.50709e-06 -7.90374e-05 5.33577e-05 0.000166564
internal_weight=0 0.00776459 0.00670098 0.00555847 0.00379905 0.00279426
internal_count=3121 2561 2282 1892 1517 1125
is_linear=0
shrinkage=0.00196078


Tree=7254
num_leaves=6
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split_feature=4 16 2 2 1
split_gain=1.2064e-05 2.04858e-05 5.22354e-05 3.56245e-05 2.09215e-05
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decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
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leaf_value=-0.012454949419617651 0.0069590426365212926 0.011236232049432948 0.019055531835154675 -0.01943443745384893 -0.0082889769854981431
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leaf_count=430 426 1025 393 529 318
internal_value=0 -0.00221675 0.00109463 -0.00527504 0.00218959
internal_weight=0 0.00604257 0.00456583 0.00337051 0.00220701
internal_count=3121 2695 2265 1872 1343
is_linear=0
shrinkage=0.1


Tree=7255
num_leaves=6
num_cat=0
split_feature=50 4 4 12 49
split_gain=1.29488e-05 1.8402e-05 1.86814e-05 2.52755e-05 4.93169e-05
threshold=0.079410000000000008 0.36766000000000004 0.098655000000000007 0.084100000000000022 -0.006494999999999999
decision_type=2 2 2 2 2
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leaf_value=-0.0088337712749653446 -0.01029863694756736 0.013710635396040194 -0.011045480871602341 -0.007143510228778952 0.01876045237115187
leaf_weight=0.0010393459024775782 0.0010641947779247568 0.0010542108963337432 0.0013319939113516695 0.0016989342451782493 0.0017187045783900077
leaf_count=216 609 303 218 1420 355
internal_value=0 0.00155883 -0.000654094 0.00245143 0.00836182
internal_weight=0 0.00684319 0.00578898 0.00445698 0.00275805
internal_count=3121 2512 2209 1991 571
is_linear=0
shrinkage=0.1


Tree=7256
num_leaves=7
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split_feature=52 52 12 4 1 0
split_gain=1.23768e-05 2.80452e-05 3.08912e-05 5.73636e-05 4.81146e-05 4.37432e-05
threshold=0.11434500000000002 0.070205000000000017 0.097825000000000009 -0.04890499999999999 0.11181500000000001 -0.17169499999999996
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 4 -6 -7
leaf_value=-0.023793553103175043 -0.0099726878524437276 0.01665840375660561 0.013904767473639121 0.024794072045735013 -0.014639999981309533 -0.0027997419523454379
leaf_weight=0.0011796059998354334 0.0010811482075947457 0.0010402826974030199 0.0010992910582167861 0.001080997557577389 0.0011881020812469279 0.0012261169705840955
leaf_count=558 501 562 334 99 280 787
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internal_weight=0 0.0068144 0.00577411 0.00467482 0.00349522 0.00230711
internal_count=3121 2620 2058 1724 1166 886
is_linear=0
shrinkage=0.1


Tree=7257
num_leaves=7
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split_feature=42 43 51 15 16 3
split_gain=1.13782e-05 2.14433e-05 2.48803e-05 2.92175e-05 6.27793e-05 2.02166e-05
threshold=0.091735000000000025 0.070450000000000013 -0.076794999999999988 -0.10324499999999999 -0.088394999999999987 -0.026224999999999995
decision_type=2 2 2 2 2 2
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internal_weight=0 0.00672181 0.00567262 0.00456406 0.00327775 0.00217946
internal_count=3121 2454 2203 1792 1477 1059
is_linear=0
shrinkage=0.1


Tree=7258
num_leaves=7
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split_feature=15 1 3 12 1 43
split_gain=4.01094e-05 6.78671e-05 7.11512e-05 6.85297e-05 9.15161e-05 2.12135e-05
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.10893000000000001 0.092355000000000007 0.094385000000000011 -0.0030899999999999994
decision_type=2 2 2 2 2 2
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leaf_value=-0.00026836185946760695 -4.9299022153322949e-05 0.00010426680697504291 -0.00017666761365874286 -0.00010613095645379057 0.00083083170803236372 -0.000449086132281751
leaf_weight=0.0017928570139718013 0.0010129352002523561 0.0012646239847386252 0.0015709988073282478 0.0010393328510311588 0.0014092496082267454 0.0010283275388062554
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internal_weight=0 0.00707706 0.00528421 0.00371321 0.00267387 0.00204126
internal_count=3121 1905 1057 849 611 1216
is_linear=0
shrinkage=0.00196078


Tree=7259
num_leaves=7
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split_feature=50 484 43 43 2 0
split_gain=1.99361e-05 3.20896e-05 2.37734e-05 6.845e-05 4.66048e-05 2.58282e-05
threshold=0.088425000000000017 0.073690000000000019 -0.14968999999999996 -0.00067499999999999993 0.10613000000000002 -0.10224499999999999
decision_type=2 2 2 2 2 2
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leaf_value=0.00020583789581815542 -0.00026595348478705895 0.00035466704357038062 -0.00048811482039697252 2.8770388786562847e-05 -0.00020512671320237165 0.00045377261121097877
leaf_weight=0.0013800490260000887 0.0010047007100610359 0.0010024352823074772 0.0012251575553601127 0.0011583676667903595 0.0016517652292617228 0.0010463572731100831
leaf_count=212 560 342 1190 153 306 358
internal_value=0 2.82542e-05 -2.23838e-05 -8.43631e-05 4.39036e-05 0.000230475
internal_weight=0 0.00746413 0.0064617 0.00508165 0.00385649 0.00220472
internal_count=3121 2561 2219 2007 817 511
is_linear=0
shrinkage=0.00196078


Tree=7260
num_leaves=7
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split_feature=1 3 12 151 16 13
split_gain=1.94746e-05 3.74853e-05 8.25655e-05 2.5013e-05 4.93354e-05 5.74474e-05
threshold=0.10293500000000001 0.11296500000000002 0.092355000000000007 -0.0071249999999999985 -0.088909999999999989 -0.0034749999999999994
decision_type=2 2 2 2 2 2
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leaf_value=0.0001928217681948771 0.00065000083461494299 -0.00012094726160791398 -0.00010975834066141592 -0.00050444341858743396 0.00023777568525640413 -0.00032101168473169821
leaf_weight=0.001034704535872873 0.0011107007046074193 0.0015953223655168092 0.0010892225093452161 0.0010906584995812939 0.001568438114981496 0.0012884250892302026
leaf_count=376 312 213 211 517 1035 457
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internal_weight=0 0.00379525 0.00219992 0.00498223 0.00394752 0.00285686
internal_count=3121 736 523 2385 2009 1492
is_linear=0
shrinkage=0.00196078


Tree=7261
num_leaves=7
num_cat=0
split_feature=11 43 2 0 3 0
split_gain=3.64968e-05 3.22145e-05 6.34553e-05 4.34427e-05 3.78067e-05 1.97731e-05
threshold=1.0000000180025095e-35 -0.067199999999999996 0.089885000000000007 -0.053834999999999994 0.12178000000000001 -0.17169499999999996
decision_type=2 2 2 2 2 2
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leaf_value=0.00040747501530042886 -0.00035807486635603748 -0.00040779714652875907 0.00044556735791904012 -9.3360197698206913e-05 -0.00014772749198136494 6.9041217850347657e-05
leaf_weight=0.0016746925849704113 0.0010070448631212389 0.0014118510455128977 0.0010322433340947961 0.001105365227296698 0.0016061248096710537 0.0011158988573819659
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internal_value=0 3.81514e-05 -5.34329e-05 0.00020834 7.98313e-05 0.000249973
internal_weight=0 0.00794618 0.00516612 0.00278006 0.00375427 0.00214814
internal_count=3121 2877 1608 1269 763 586
is_linear=0
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Tree=7262
num_leaves=8
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split_feature=11 1 42 13 47 52 2
split_gain=4.71614e-05 3.11653e-05 8.73412e-05 5.37079e-05 5.28297e-05 4.15782e-05 4.56258e-05
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decision_type=2 2 2 2 2 2 2
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leaf_count=535 226 371 885 214 78 542 270
internal_value=0 4.39212e-05 -6.17998e-05 0.000183903 2.1415e-05 8.40153e-05 0.000230788
internal_weight=0 0.00809651 0.00461275 0.00348376 0.00241016 0.00357005 0.0024104
internal_count=3121 2895 2232 663 292 1347 805
is_linear=0
shrinkage=0.00196078


Tree=7263
num_leaves=6
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split_feature=49 3 42 2 15
split_gain=1.26671e-05 2.17393e-05 5.27258e-05 4.27183e-05 2.669e-05
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decision_type=2 2 2 2 2
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internal_value=0 -0.00225566 -0.0107104 0.00197096 0.0104146
internal_weight=0 0.00608351 0.00202759 0.00405591 0.00241867
internal_count=3121 2696 1565 1131 734
is_linear=0
shrinkage=0.1


Tree=7264
num_leaves=6
num_cat=0
split_feature=1 16 15 0 2
split_gain=1.38285e-05 3.50693e-05 3.09447e-05 4.41301e-05 3.52e-05
threshold=0.10937500000000001 -0.071854999999999988 1.0000000180025095e-35 -0.10151999999999999 0.097220000000000015
decision_type=2 2 2 2 2
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internal_value=0 0.00574969 -0.00305276 0.00157535 -0.00829136
internal_weight=0 0.00271225 0.00521876 0.00383385 0.00207712
internal_count=3121 548 2573 1420 1103
is_linear=0
shrinkage=0.1


Tree=7265
num_leaves=7
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split_feature=50 484 43 43 2 4
split_gain=2.64256e-05 2.84634e-05 3.36413e-05 6.56664e-05 4.9083e-05 4.41718e-05
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decision_type=2 2 2 2 2 2
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internal_count=3121 2561 2219 2007 817 511
is_linear=0
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Tree=7266
num_leaves=7
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split_feature=131 16 16 0 3 49
split_gain=2.24188e-05 3.23107e-05 6.87638e-05 4.97591e-05 4.22631e-05 3.86326e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00770916 0.00495986 0.00391699 0.0027493 0.00224107
internal_count=3121 2605 1964 1375 641 295
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Tree=7267
num_leaves=7
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split_feature=1 3 12 43 0 2
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decision_type=2 2 2 2 2 2
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internal_count=3121 736 523 2385 1770 860
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Tree=7268
num_leaves=6
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split_feature=52 0 4 0 15
split_gain=2.42704e-05 4.50742e-05 5.22384e-05 3.19568e-05 4.308e-05
threshold=0.11434500000000002 -0.077999999999999986 -0.35136499999999998 -0.10607499999999999 -0.092489999999999989
decision_type=2 2 2 2 2
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internal_value=0 4.41717e-05 0.00022775 -7.96667e-05 1.73256e-05
internal_weight=0 0.00762272 0.0030707 0.00455202 0.00337551
internal_count=3121 2620 883 1737 468
is_linear=0
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Tree=7269
num_leaves=6
num_cat=0
split_feature=43 3 52 16 0
split_gain=1.29721e-05 4.43545e-05 2.33886e-05 5.0511e-05 4.07508e-05
threshold=-0.04890499999999999 -0.077774999999999983 -0.069804999999999992 -0.008904999999999998 -0.10474999999999998
decision_type=2 2 2 2 2
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leaf_weight=0.0016870496603996973 0.0012450172439254364 0.00119219229734923 0.001699057143402716 0.0010683716760695964 0.0010792853043445907
leaf_count=960 359 495 281 165 861
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internal_weight=0 0.00287924 0.00509173 0.00384671 0.00277834
internal_count=3121 1455 1666 1307 1142
is_linear=0
shrinkage=0.1


Tree=7270
num_leaves=6
num_cat=0
split_feature=42 160 49 52 4
split_gain=1.40064e-05 2.89717e-05 3.16688e-05 5.57885e-05 5.34349e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.047584999999999995 0.077655000000000016 0.076415000000000025
decision_type=2 2 2 2 2
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leaf_count=862 828 257 616 316 242
internal_value=0 0.00180587 0.00543477 0.000645451 -0.00818556
internal_weight=0 0.00666414 0.00511479 0.00373216 0.0024526
internal_count=3121 2259 1431 1174 858
is_linear=0
shrinkage=0.1


Tree=7271
num_leaves=6
num_cat=0
split_feature=484 1 13 4 15
split_gain=1.51054e-05 2.05651e-05 5.42722e-05 4.65299e-05 2.10273e-05
threshold=0.073690000000000019 0.08844500000000001 -0.059629999999999996 -0.083854999999999985 -0.092489999999999989
decision_type=2 2 2 2 2
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leaf_value=0.0028701207810009656 0.01130332976167178 0.018451732020421868 -0.014677273764529535 -0.024905488308942233 0.0021182502915684208
leaf_weight=0.0014054673431394826 0.0010231780000783631 0.0014226970496566504 0.0013246311625471786 0.0010564861896140976 0.0017047081584348318
leaf_count=413 394 497 190 1211 416
internal_value=0 -0.0017151 0.00234056 -0.00904909 -0.00522588
internal_weight=0 0.00691399 0.00445204 0.00246195 0.00302934
internal_count=3121 2727 1103 1624 606
is_linear=0
shrinkage=0.1


Tree=7272
num_leaves=7
num_cat=0
split_feature=11 13 52 13 4 1
split_gain=4.83173e-05 4.06459e-05 8.20387e-05 3.46636e-05 4.99229e-05 3.34877e-05
threshold=0.076920000000000002 -0.0030199999999999997 -0.013374999999999998 0.11217000000000001 0.0061450000000000003 0.08844500000000001
decision_type=2 2 2 2 2 2
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leaf_value=0.00060097713938554146 -0.00041381831060025964 -0.00046644958770188316 -0.00025959091546416164 0.00018529539534179436 2.1721593017394648e-05 0.00022758954856488944
leaf_weight=0.001259700254840959 0.0010100396194948512 0.0014082965093112675 0.0011403203778773093 0.0013559079340098382 0.0018813532266460662 0.0010346431268866343
leaf_count=672 226 430 952 195 218 428
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internal_weight=0 0.00808022 0.00343466 0.00464556 0.00328965 0.00217496
internal_count=3121 2895 2052 843 648 1380
is_linear=0
shrinkage=0.00196078


Tree=7273
num_leaves=7
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split_feature=484 51 2 3 52 3
split_gain=2.00805e-05 2.481e-05 2.21745e-05 5.16498e-05 6.31693e-05 5.43667e-05
threshold=0.073690000000000019 0.092235000000000011 0.10613000000000002 -0.08824499999999999 -0.066844999999999988 -1.0000000180025095e-35
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_weight=0.0011625525885397923 0.0011127686933282343 0.0010532178057895743 0.0019961405749814587 0.0010912161978177135 0.0011012063638545452 0.0010515032068395571
leaf_count=474 394 326 510 343 973 101
internal_value=0 -4.08928e-05 -8.67677e-05 -9.10222e-06 0.000117981 0.000312791
internal_weight=0 0.00745584 0.00640262 0.00440648 0.00324393 0.00215271
internal_count=3121 2727 2401 1891 1417 1074
is_linear=0
shrinkage=0.00196078


Tree=7274
num_leaves=7
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split_feature=131 13 47 1 2 16
split_gain=2.91546e-05 3.7617e-05 4.78572e-05 6.61421e-05 5.1279e-05 3.92572e-05
threshold=0.078765000000000016 -0.23438999999999996 0.10621500000000002 0.10234000000000001 0.092365000000000017 -0.083539999999999989
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 -5 -6 -7
leaf_value=0.00038823673205938552 -0.00031302518533441316 0.00036547285857826072 -0.00039209918875981895 0.00035275175189394142 -0.00040122353924614056 -0.0001429446008559696
leaf_weight=0.0010073988002072968 0.0010521021479050182 0.0010282757758648777 0.0011000374882959149 0.0019009025712426412 0.0013538559337914961 0.001351126430741806
leaf_count=138 516 475 124 392 656 820
internal_value=0 3.48512e-05 -1.80133e-05 5.50248e-05 -9.6572e-05 7.67717e-05
internal_weight=0 0.0077416 0.0067342 0.00563416 0.00373326 0.0023794
internal_count=3121 2605 2467 2343 1951 1295
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shrinkage=0.00196078


Tree=7275
num_leaves=6
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split_feature=52 13 457 43 2
split_gain=1.2833e-05 2.35079e-05 2.10979e-05 3.98883e-05 1.96084e-05
threshold=0.11434500000000002 -0.084034999999999985 0.069910000000000014 -0.074359999999999996 0.10005000000000001
decision_type=2 2 2 2 2
left_child=1 4 3 -3 -1
right_child=-2 2 -4 -5 -6
leaf_value=0.00093535542239558196 -0.010085875595631301 0.0052825819753891277 0.01028143819977741 -0.015528504107398429 0.020108225657340193
leaf_weight=0.001096208994188925 0.001098633611367114 0.0017147674996123826 0.0010305669559742105 0.001989588456237 0.0010389950175891994
leaf_count=589 501 620 189 1035 187
internal_value=0 0.00155404 -0.00237411 -0.00589493 0.0102649
internal_weight=0 0.00687013 0.00473492 0.00370436 0.0021352
internal_count=3121 2620 1844 1655 776
is_linear=0
shrinkage=0.1


Tree=7276
num_leaves=6
num_cat=0
split_feature=131 12 52 49 15
split_gain=2.09136e-05 2.8279e-05 6.37311e-05 4.3511e-05 5.46484e-05
threshold=0.078765000000000016 0.098810000000000023 0.091275000000000009 -0.043469999999999995 -0.016799999999999995
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.00026964466966869423 -0.00025976326340907096 -0.00024290451955381751 0.00046267467455814805 -0.00037121873278028066 0.00011093662273387174
leaf_weight=0.001471021021057446 0.0010525804646878646 0.0011883090906022352 0.0013637113207908497 0.0018091184317965401 0.001806008453980401
leaf_count=288 516 406 449 616 846
internal_value=0 3.50524e-05 8.62626e-05 -1.4662e-05 -0.000130348
internal_weight=0 0.00763817 0.00644986 0.00508615 0.00361513
internal_count=3121 2605 2199 1750 1462
is_linear=0
shrinkage=0.00196078


Tree=7277
num_leaves=6
num_cat=0
split_feature=484 16 0 49 52
split_gain=1.33543e-05 1.91394e-05 5.92314e-05 6.17667e-05 4.23874e-05
threshold=0.073690000000000019 -0.056919999999999991 -0.10224499999999999 -0.026779999999999995 0.091275000000000009
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -3
right_child=-2 4 -4 -5 -6
leaf_value=0.012258360680545328 0.010593175837846323 -0.017169524536216646 0.019008362167174383 -0.019876943786363302 0.0070072854742373892
leaf_weight=0.0010270084974228683 0.0010278000155735699 0.0018293072072199093 0.0014530542829400434 0.0014322564181402111 0.0012014397829333938
leaf_count=141 394 952 1163 250 221
internal_value=0 -0.00162014 0.00300097 -0.00645699 -0.00758542
internal_weight=0 0.00694307 0.00391232 0.00245926 0.00303075
internal_count=3121 2727 1554 391 1173
is_linear=0
shrinkage=0.1


Tree=7278
num_leaves=7
num_cat=0
split_feature=11 1 15 0 4 4
split_gain=5.16816e-05 3.90442e-05 7.25426e-05 0.000136947 5.42845e-05 3.82073e-05
threshold=0.076920000000000002 0.094385000000000011 -0.053579999999999996 -0.15090499999999998 -0.076779999999999987 -0.35136499999999998
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.00013162642780391011 -0.00042576777177023595 -0.00014489351015036281 -0.0001562421821644762 0.00079211547441858875 -0.00033411064659801269 0.00038347847215673068
leaf_weight=0.0011354362596363422 0.0010036009053126281 0.0010452419600308965 0.0014867475759464555 0.0014068265267798098 0.0018700597368473534 0.0010804248326667209
leaf_count=88 226 87 285 439 1258 738
internal_value=0 4.6193e-05 0.000185494 0.000392697 -8.80929e-05 0.000119532
internal_weight=0 0.00802474 0.00393882 0.00245207 0.00408592 0.00221586
internal_count=3121 2895 811 526 2084 826
is_linear=0
shrinkage=0.00196078


Tree=7279
num_leaves=6
num_cat=0
split_feature=133 42 12 3 1
split_gain=1.50826e-05 3.90728e-05 5.99895e-05 3.2349e-05 2.9336e-05
threshold=0.091410000000000005 0.08623500000000002 0.084100000000000022 0.12178000000000001 0.094465000000000007
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.00058982385419726561 -0.011530088197626048 0.014804141062521823 -0.020758763311095427 -0.011330505363138376 0.019674370668903159
leaf_weight=0.0014858929342981178 0.0010000815140521748 0.0016962478196859334 0.0013575699929505806 0.0010553034432363414 0.0013759357172445686
leaf_count=370 603 788 942 180 238
internal_value=0 0.00160196 -0.00264363 0.00363458 0.00915298
internal_weight=0 0.00697095 0.0052747 0.00391713 0.00286183
internal_count=3121 2518 1730 788 608
is_linear=0
shrinkage=0.1


Tree=7280
num_leaves=7
num_cat=0
split_feature=52 160 4 133 52 4
split_gain=2.32013e-05 7.04041e-05 3.68201e-05 3.22853e-05 0.000115075 8.06618e-05
threshold=-0.046924999999999988 -1.0000000180025095e-35 0.0061450000000000003 0.088625000000000009 0.077655000000000016 0.24564500000000003
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=-6.8071456479681155e-05 -0.00053528829724534225 -0.00049703712751403989 0.00038091689129709041 -0.00028313955710299607 0.0006148386492745183 0.00021249863704560375
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leaf_count=732 743 351 221 366 486 222
internal_value=0 -7.79196e-05 0.000139238 2.54934e-05 0.000111659 -0.000129311
internal_weight=0 0.0057229 0.00282545 0.00466755 0.00364885 0.00246728
internal_count=3121 2168 953 1425 1059 573
is_linear=0
shrinkage=0.00196078


Tree=7281
num_leaves=6
num_cat=0
split_feature=42 49 47 2 3
split_gain=1.46968e-05 2.44055e-05 2.60674e-05 2.21715e-05 2.18487e-05
threshold=0.091735000000000025 -0.0060549999999999988 0.10254000000000001 0.10222000000000002 -0.055119999999999995
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
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leaf_value=-0.0078023327248342685 -0.010435820057050618 -0.0014003587590595435 0.019640365754310458 -0.008653495221122947 0.017325829914314399
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leaf_count=540 667 1167 146 402 199
internal_value=0 0.00173009 0.00549399 0.00171537 0.00727133
internal_weight=0 0.00680216 0.00487662 0.00384862 0.00250588
internal_count=3121 2454 1914 1768 1366
is_linear=0
shrinkage=0.1


Tree=7282
num_leaves=7
num_cat=0
split_feature=131 13 0 160 16 0
split_gain=2.31335e-05 3.06709e-05 3.39367e-05 2.90459e-05 5.24343e-05 1.46792e-05
threshold=0.078765000000000016 -0.076384999999999995 -0.084269999999999984 -0.080719999999999986 -0.018494999999999998 -0.11991499999999998
decision_type=2 2 2 2 2 2
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right_child=-2 3 -4 4 -6 -7
leaf_value=-1.4071726106166697e-05 -0.00028255216026928324 0.00024085878685453323 0.00046206755582992075 -7.1702433305829055e-05 -0.00038309065527951071 0.00023646157107555518
leaf_weight=0.0011628070255688726 0.0010128595553484344 0.0010521176127462036 0.0011395149368414884 0.0013572447557305175 0.0017422385793692181 0.0010571980089986502
leaf_count=687 516 247 373 152 503 643
internal_value=0 3.31263e-05 0.000221589 -5.01756e-05 -0.000123841 6.32315e-05
internal_weight=0 0.00751112 0.00230232 0.0052088 0.00415668 0.00241444
internal_count=3121 2605 1060 1545 1298 795
is_linear=0
shrinkage=0.00196078


Tree=7283
num_leaves=7
num_cat=0
split_feature=157 160 16 16 1 0
split_gain=2.29894e-05 6.0037e-05 4.52266e-05 7.00184e-05 4.26135e-05 9.07344e-05
threshold=-0.060134999999999994 -1.0000000180025095e-35 -0.073404999999999984 0.38525000000000004 0.08844500000000001 -0.18113999999999997
decision_type=2 2 2 2 2 2
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leaf_weight=0.0010021140204825533 0.0011416767461931666 0.001038038430418978 0.0019175495289579399 0.0010216112094692451 0.0010519648412164601 0.0015208850839893251
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internal_value=0 -4.07448e-05 3.15783e-05 -0.000149014 0.000178575 0.000313875
internal_weight=0 0.00769173 0.00655005 0.00293916 0.00361089 0.00257285
internal_count=3121 2652 2004 817 1187 470
is_linear=0
shrinkage=0.00196078


Tree=7284
num_leaves=6
num_cat=0
split_feature=52 52 43 12 1
split_gain=1.50248e-05 3.26935e-05 2.73225e-05 7.30824e-05 6.42411e-05
threshold=-0.046924999999999988 -0.088204999999999992 -0.14968999999999996 0.090840000000000018 0.094385000000000011
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
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leaf_value=-0.0027138186541031577 0.01163904310500841 0.020143813777199746 -0.014979116167776821 -0.02708640267598432 0.014187222369411496
leaf_weight=0.0016178197551619765 0.0010182628571733599 0.0010204375879934553 0.0013226672443064618 0.0012385544910081736 0.001760121212439539
leaf_count=680 184 273 1005 660 319
internal_value=0 0.00612716 -0.00309715 -0.00656952 0.00167343
internal_weight=0 0.00263826 0.00533961 0.00432134 0.00308279
internal_count=3121 953 2168 1984 1324
is_linear=0
shrinkage=0.1


Tree=7285
num_leaves=6
num_cat=0
split_feature=42 160 151 16 1
split_gain=1.36443e-05 2.56996e-05 3.14365e-05 4.49162e-05 2.16651e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 -0.071854999999999988 1.0000000180025095e-35
decision_type=2 2 2 2 2
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internal_value=0 0.00178279 0.00520848 0.00916266 -0.00104561
internal_weight=0 0.00666241 0.00510832 0.00407339 0.00209423
internal_count=3121 2259 1431 1131 567
is_linear=0
shrinkage=0.1


Tree=7286
num_leaves=6
num_cat=0
split_feature=52 0 15 2 43
split_gain=1.45748e-05 3.23731e-05 2.4234e-05 5.71264e-05 2.83866e-05
threshold=-0.046924999999999988 -0.14051499999999997 -0.11713499999999999 0.10097500000000002 -0.0037449999999999996
decision_type=2 2 2 2 2
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leaf_weight=0.0010026556345716566 0.0012118081318160485 0.001630170512848485 0.0011375318172649608 0.0014394958351355005 0.0015229771720665871
leaf_count=139 367 814 1001 316 484
internal_value=0 0.00604575 -0.0030535 0.000618611 0.0093012
internal_weight=0 0.00263283 0.00531181 0.0041 0.00266051
internal_count=3121 953 2168 1801 1485
is_linear=0
shrinkage=0.1


Tree=7287
num_leaves=8
num_cat=0
split_feature=4 15 12 151 1 3 13
split_gain=3.13482e-05 6.77408e-05 3.19781e-05 4.54563e-05 8.6977e-05 5.41349e-05 2.77089e-05
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decision_type=2 2 2 2 2 2 2
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internal_weight=0 0.0021781 0.0069756 0.00591126 0.00464198 0.00240378 0.0022382
internal_count=3121 426 2695 2291 1850 673 1177
is_linear=0
shrinkage=0.00196078


Tree=7288
num_leaves=6
num_cat=0
split_feature=4 42 43 0 0
split_gain=1.54201e-05 2.11733e-05 4.43755e-05 3.69385e-05 2.5597e-05
threshold=0.24564500000000003 -1.0000000180025095e-35 -0.074359999999999996 -0.084144999999999984 -0.15350499999999997
decision_type=2 2 2 2 2
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leaf_count=797 426 785 124 618 371
internal_value=0 -0.00249419 0.000265206 -0.00564258 0.0027004
internal_weight=0 0.00606745 0.00498068 0.00357875 0.00213738
internal_count=3121 2695 1898 1113 495
is_linear=0
shrinkage=0.1


Tree=7289
num_leaves=8
num_cat=0
split_feature=11 1 42 3 13 47 3
split_gain=4.19542e-05 3.99946e-05 7.65729e-05 6.05886e-05 4.6781e-05 5.88089e-05 3.68609e-05
threshold=1.0000000180025095e-35 0.10089500000000001 0.086325000000000013 -0.078584999999999988 -0.010384999999999998 0.096475000000000019 0.090900000000000009
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=0.00042715768971111131 -0.00038149237330306846 0.00054172308125941915 -0.00055459572463478649 -0.00037043532765851459 0.00032308104823229047 -0.00030138528409575109 0.00011899013447527327
leaf_weight=0.0011509620851318553 0.0010113354912796553 0.0010727333279917403 0.0010090499762839831 0.0011621957125792265 0.0013144165717280574 0.0010374371632525083 0.0012051170197653303
leaf_count=936 244 371 876 284 214 78 118
internal_value=0 4.25087e-05 -7.84335e-05 5.8131e-05 0.000202395 4.76198e-05 -0.000121286
internal_weight=0 0.00795191 0.00452732 0.00351827 0.00342459 0.00235185 0.00236731
internal_count=3121 2877 2214 1338 663 292 402
is_linear=0
shrinkage=0.00196078


Tree=7290
num_leaves=6
num_cat=0
split_feature=1 3 133 2 3
split_gain=1.36881e-05 2.39167e-05 5.11196e-05 3.42007e-05 2.31361e-05
threshold=0.10293500000000001 -0.12018999999999998 0.083950000000000011 0.086950000000000013 0.11296500000000002
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -2
right_child=4 2 -4 -5 -6
leaf_value=0.0093402482132954098 0.011767382704135292 -0.0026060686888938929 0.010062899286789086 -0.026909637644214165 -0.0048400183009318113
leaf_weight=0.0010783921539802804 0.001976601947030073 0.0010450236775344586 0.0010995762616146753 0.0012984713435298394 0.0014573423698537218
leaf_count=206 523 700 838 641 213
internal_value=0 -0.00365533 -0.00772562 -0.0160721 0.00471932
internal_weight=0 0.00452146 0.00344307 0.0023435 0.00343394
internal_count=3121 2385 2179 1341 736
is_linear=0
shrinkage=0.1


Tree=7291
num_leaves=6
num_cat=0
split_feature=42 0 1 151 1
split_gain=1.47878e-05 2.19747e-05 3.9106e-05 4.4077e-05 7.39319e-05
threshold=0.091735000000000025 -0.019414999999999998 0.11634000000000001 -0.0083949999999999979 0.095285000000000022
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.01459281405801708 -0.010472248990253376 0.011730043826315845 -0.018908728152190538 -0.0046720635181348525 0.02687965455986055
leaf_weight=0.0010659767474856981 0.0011598143125677212 0.0016639070505568591 0.0010304236252956711 0.0017065911433481271 0.001314818709317476
leaf_count=403 667 299 200 1373 179
internal_value=0 0.00174685 -0.00149889 0.0028901 0.00905821
internal_weight=0 0.00678172 0.00511781 0.00408739 0.00302141
internal_count=3121 2454 2155 1955 1552
is_linear=0
shrinkage=0.1


Tree=7292
num_leaves=6
num_cat=0
split_feature=52 2 43 12 1
split_gain=1.32984e-05 3.28356e-05 2.4794e-05 6.48156e-05 5.8794e-05
threshold=-0.046924999999999988 0.089885000000000007 -0.14968999999999996 0.090840000000000018 0.094385000000000011
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.0070963672474601393 0.011150722966738058 0.015502149110699521 -0.014423981120997787 -0.025629435805073059 0.013594263137667659
leaf_weight=0.0011275730891261834 0.0010134663588257332 0.0014960127137983363 0.0013129621209916511 0.0012296372117919386 0.0017434628383232171
leaf_count=404 184 549 1005 660 319
internal_value=0 0.00578969 -0.00291556 -0.00624162 0.00155834
internal_weight=0 0.00262359 0.00529953 0.00428606 0.00305642
internal_count=3121 953 2168 1984 1324
is_linear=0
shrinkage=0.1


Tree=7293
num_leaves=6
num_cat=0
split_feature=51 160 16 52 0
split_gain=1.22821e-05 2.53769e-05 3.43095e-05 3.81098e-05 3.35926e-05
threshold=-0.090529999999999985 -1.0000000180025095e-35 -0.073404999999999984 0.091275000000000009 -0.11756999999999999
decision_type=2 2 2 2 2
left_child=-1 -2 4 -4 -3
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leaf_value=0.0096641376247280468 -0.014221588513445458 -0.0017373862147197765 -0.020486739813382716 0.0059377539235905023 0.018504667940902695
leaf_weight=0.0011213877343538145 0.0012955578022801478 0.0017399936672499825 0.0011870403825658504 0.0010103184263869211 0.0015503350827722952
leaf_count=407 807 254 557 159 937
internal_value=0 -0.0016333 0.0013386 -0.00833708 0.00780025
internal_weight=0 0.00678325 0.00548769 0.00219736 0.00329033
internal_count=3121 2714 1907 716 1191
is_linear=0
shrinkage=0.1


Tree=7294
num_leaves=6
num_cat=0
split_feature=52 52 15 2 43
split_gain=1.27613e-05 3.29575e-05 2.30279e-05 4.62728e-05 3.0452e-05
threshold=-0.046924999999999988 -0.088204999999999992 -0.11713499999999999 0.10097500000000002 -0.0037449999999999996
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.0032605747114935685 -0.015012668815273239 0.019756366323263483 -0.0038717890078512739 -0.013727971167264937 0.017865648917526858
leaf_weight=0.001601944121183189 0.0012036681308641023 0.0010170651984054984 0.0011234227937756379 0.001433253120374514 0.0015116324798286696
leaf_count=680 367 273 1001 316 484
internal_value=0 0.00567782 -0.00286217 0.000732732 0.00859816
internal_weight=0 0.00261901 0.00527198 0.00406831 0.00263506
internal_count=3121 953 2168 1801 1485
is_linear=0
shrinkage=0.1


Tree=7295
num_leaves=6
num_cat=0
split_feature=2 52 16 3 4
split_gain=1.22321e-05 4.05481e-05 3.77683e-05 3.56629e-05 5.0273e-05
threshold=0.10912000000000001 0.0060650000000000009 -0.074319999999999983 0.090900000000000009 0.053180000000000012
decision_type=2 2 2 2 2
left_child=1 3 -2 4 -1
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leaf_value=-0.013580357555286872 -0.0071914945231690277 -0.016869052976626234 0.017646246517715923 0.01873674232702011 0.013169410333381976
leaf_weight=0.0017751804807643002 0.0011675493218148254 0.0014679369003037703 0.0012871331941246174 0.0010165843733476437 0.0011627833771911678
leaf_count=1150 272 991 349 132 227
internal_value=0 -0.00267583 0.00583238 0.00259273 -0.00299337
internal_weight=0 0.00542249 0.00245468 0.00395455 0.00293796
internal_count=3121 2500 621 1509 1377
is_linear=0
shrinkage=0.1


Tree=7296
num_leaves=7
num_cat=0
split_feature=4 42 52 13 0 3
split_gain=3.08823e-05 4.17337e-05 3.24703e-05 5.31514e-05 4.51137e-05 7.29445e-05
threshold=0.27834500000000006 0.088465000000000002 0.10347000000000002 0.0076650000000000008 -0.084269999999999984 0.090900000000000009
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 -5 -6 -7
leaf_value=-0.00048374716878282742 0.00025923794773895112 -0.00036261429046215892 0.00032017460998476539 -0.00043935926059669977 0.00032432553918196008 0.00021579208236541302
leaf_weight=0.0010909614977787641 0.0014060085351708914 0.0013990974712666474 0.0010867457463758154 0.0010751789026866572 0.0014617719574292333 0.0012073160695609195
leaf_count=687 340 821 282 338 541 112
internal_value=0 -5.80386e-05 1.39191e-05 -5.49137e-05 5.50178e-05 -0.00011627
internal_weight=0 0.00732107 0.00592197 0.00483523 0.00376005 0.00229828
internal_count=3121 2781 1960 1678 1340 799
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Tree=7297
num_leaves=6
num_cat=0
split_feature=0 12 2 4 3
split_gain=1.25047e-05 3.3817e-05 3.96141e-05 2.98324e-05 2.20034e-05
threshold=-0.060129999999999996 0.090995000000000006 0.089885000000000007 -0.35136499999999998 0.11924500000000002
decision_type=2 2 2 2 2
left_child=1 2 -1 -2 -4
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leaf_value=-0.012306363205281253 -0.0062241107563753319 -0.018030377784203005 0.016652484878717878 0.014905369439976598 -0.0017483927972578852
leaf_weight=0.0013811967812524485 0.0012060085361826531 0.0011499941763958958 0.0014840136939034115 0.0014984365184881501 0.0011561086091607508
leaf_count=1149 227 813 444 346 142
internal_value=0 -0.00290858 0.00141587 0.00548298 0.00859475
internal_weight=0 0.00517131 0.00402132 0.00270445 0.00264012
internal_count=3121 2548 1735 573 586
is_linear=0
shrinkage=0.1


Tree=7298
num_leaves=6
num_cat=0
split_feature=3 51 0 0 13
split_gain=1.16385e-05 2.07604e-05 3.9214e-05 5.56433e-05 3.33545e-05
threshold=0.13524500000000003 0.086685000000000012 -0.17169499999999996 -0.084269999999999984 -0.0034749999999999994
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.01653204122161207 0.009098940886855738 -0.014857679656285603 -0.018630824726602404 0.016399813338340018 -0.0053156727501003616
leaf_weight=0.0012268492467261936 0.0011871916849073658 0.0010096044403122223 0.0015930447832569919 0.0013139703265480928 0.001532009648733639
leaf_count=133 192 383 1026 865 522
internal_value=0 -0.00164671 0.000707356 -0.00366624 0.00471023
internal_weight=0 0.00667548 0.00566587 0.00443902 0.00284598
internal_count=3121 2929 2546 2413 1387
is_linear=0
shrinkage=0.1


Tree=7299
num_leaves=7
num_cat=0
split_feature=4 15 4 42 13 4
split_gain=3.31363e-05 4.36228e-05 3.40546e-05 5.46969e-05 9.22678e-05 4.53678e-05
threshold=0.24564500000000003 -0.17952999999999997 0.055260000000000011 0.086325000000000013 -0.0034749999999999994 -0.033174999999999989
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=0.00045517735404590844 0.00049820969652251252 -7.5455269718671051e-05 -0.00034677155967659983 -0.0004133240661948949 -0.00042391710952797778 9.6132214600759316e-05
leaf_weight=0.0016746275625327124 0.0010277230388264086 0.0010109420025860927 0.0013755494118832864 0.0010002784817250863 0.0011583691171817687 0.0014550658248351697
leaf_count=849 260 166 279 876 438 253
internal_value=0 0.000213738 -7.19342e-05 -4.46343e-07 9.58658e-05 -0.000134373
internal_weight=0 0.00203867 0.00666389 0.00528834 0.00428806 0.00261343
internal_count=3121 426 2695 2416 1540 691
is_linear=0
shrinkage=0.00196078


Tree=7300
num_leaves=6
num_cat=0
split_feature=484 42 49 52 4
split_gain=1.11184e-05 1.82039e-05 2.82392e-05 4.98262e-05 6.52449e-05
threshold=0.073690000000000019 -1.0000000180025095e-35 -0.047584999999999995 0.070205000000000017 0.076415000000000025
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.012787180771810748 0.0097083228346297838 0.012650663966808355 -0.028913792460198425 0.011408396045939052 0.0024358765358670998
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leaf_count=806 394 309 827 512 273
internal_value=0 -0.00147869 0.000874221 -0.00336003 -0.0114595
internal_weight=0 0.00684153 0.00566321 0.00416549 0.00269014
internal_count=3121 2727 1921 1612 1100
is_linear=0
shrinkage=0.1


Tree=7301
num_leaves=5
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split_feature=42 49 15 12
split_gain=1.18486e-05 2.42403e-05 3.04668e-05 5.50079e-05
threshold=0.091735000000000025 -0.0060549999999999988 -0.037864999999999989 0.051320000000000005
decision_type=2 2 2 2
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right_child=-2 2 3 -5
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leaf_weight=0.0019050305646899357 0.0011462338834373033 0.0019594670724354881 0.0010449484273631112 0.0017904411596641517
leaf_count=540 667 781 161 972
internal_value=0 0.00158235 0.00537374 0.0120003
internal_weight=0 0.00669989 0.00479486 0.00283539
internal_count=3121 2454 1914 1133
is_linear=0
shrinkage=0.1


Tree=7302
num_leaves=6
num_cat=0
split_feature=50 3 43 3 2
split_gain=2.70186e-05 2.36686e-05 3.90141e-05 6.65645e-05 7.18079e-05
threshold=0.088425000000000017 -0.12018999999999998 -0.17390999999999998 -1.0000000180025095e-35 0.10613000000000002
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.00025518085818731535 -0.00030133082144050637 0.00032687860668621061 -0.00042508063215145525 0.00032584697982317558 -0.00023093776657759338
leaf_weight=0.0015625608000938498 0.0010104771376195356 0.0010632770055357347 0.0015507006451871098 0.0018752607197871358 0.0016959361129766861
leaf_count=303 560 132 1684 237 205
internal_value=0 3.95622e-05 -1.49095e-05 -8.58628e-05 6.14338e-05
internal_weight=0 0.00774774 0.00618517 0.0051219 0.0035712
internal_count=3121 2561 2258 2126 442
is_linear=0
shrinkage=0.00196078


Tree=7303
num_leaves=7
num_cat=0
split_feature=131 13 0 457 3 3
split_gain=1.96774e-05 3.15481e-05 3.60738e-05 3.52515e-05 3.1479e-05 3.11266e-05
threshold=0.078765000000000016 -0.076384999999999995 -0.084269999999999984 0.045365000000000009 0.088060000000000013 -0.028564999999999997
decision_type=2 2 2 2 2 2
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leaf_value=-1.7730692543381198e-05 -0.00025720566915334579 -0.00017349410424081826 0.00048002773516858069 0.0002737936335667462 -0.00035820578052398621 0.00026796654746401045
leaf_weight=0.0011280307510377671 0.0010057304905298292 0.0015678060923592591 0.001111196838825281 0.0010321221958449365 0.0014954627647554997 0.0010094036720424144
leaf_count=687 516 1028 373 173 160 184
internal_value=0 3.52383e-05 0.000229278 -4.98773e-05 -0.000131904 -5.89279e-07
internal_weight=0 0.00734402 0.00223923 0.00510479 0.00407267 0.00257721
internal_count=3121 2605 1060 1545 1372 1212
is_linear=0
shrinkage=0.00196078


Tree=7304
num_leaves=7
num_cat=0
split_feature=50 484 43 43 2 4
split_gain=1.99697e-05 2.97571e-05 2.83125e-05 6.10995e-05 3.95026e-05 3.77824e-05
threshold=0.088425000000000017 0.073690000000000019 -0.14968999999999996 -0.00067499999999999993 0.10613000000000002 0.053180000000000012
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_count=212 560 342 1190 387 306 124
internal_value=0 3.12197e-05 -1.7244e-05 -8.35887e-05 3.54448e-05 0.000204155
internal_weight=0 0.00776095 0.00669434 0.00526824 0.00399786 0.00228548
internal_count=3121 2561 2219 2007 817 511
is_linear=0
shrinkage=0.00196078


Tree=7305
num_leaves=6
num_cat=0
split_feature=52 13 43 1 13
split_gain=1.21366e-05 2.7953e-05 3.09268e-05 4.99528e-05 4.3521e-05
threshold=0.11434500000000002 -0.094514999999999988 -0.04890499999999999 0.10612500000000001 -0.0034749999999999994
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -3
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internal_weight=0 0.00679013 0.00500073 0.00279465 0.00220608
internal_count=3121 2620 2302 1190 1112
is_linear=0
shrinkage=0.1


Tree=7306
num_leaves=7
num_cat=0
split_feature=1 43 15 47 48 3
split_gain=1.97427e-05 4.4289e-05 3.65382e-05 5.89105e-05 4.27203e-05 2.06324e-05
threshold=0.077565000000000009 0.070450000000000013 1.0000000180025095e-35 0.087235000000000021 0.085130000000000025 0.090900000000000009
decision_type=2 2 2 2 2 2
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right_child=2 -3 -4 5 -6 -7
leaf_value=-0.00037883514004877981 0.00049395642234864102 0.0001483066903743984 -0.00025846809801091723 5.9280774877890092e-05 -4.8785481969606502e-07 -0.00032439868916341009
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internal_value=0 -0.000153187 5.30648e-05 0.000125621 0.000309696 -0.000118474
internal_weight=0 0.00250291 0.00621482 0.00504081 0.00287371 0.0021671
internal_count=3121 1636 1485 1052 757 295
is_linear=0
shrinkage=0.00196078


Tree=7307
num_leaves=6
num_cat=0
split_feature=4 151 16 16 52
split_gain=1.41393e-05 2.54061e-05 6.12135e-05 3.19089e-05 3.95718e-05
threshold=0.24564500000000003 -0.0071249999999999985 -0.088909999999999989 0.023255000000000001 0.091275000000000009
decision_type=2 2 2 2 2
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internal_weight=0 0.00601342 0.00486265 0.00370361 0.00230448
internal_count=3121 2695 2232 1731 605
is_linear=0
shrinkage=0.1


Tree=7308
num_leaves=7
num_cat=0
split_feature=131 13 457 1 1 2
split_gain=2.27619e-05 3.82634e-05 3.62863e-05 3.45685e-05 7.4413e-05 3.25509e-05
threshold=0.078765000000000016 -0.076384999999999995 0.045365000000000009 0.111945 0.086560000000000012 0.10005000000000001
decision_type=2 2 2 2 2 2
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leaf_count=809 516 791 173 189 392 251
internal_value=0 3.24093e-05 -6.044e-05 -0.000142962 -0.000273779 0.000243536
internal_weight=0 0.00750448 0.00521224 0.00415509 0.00270686 0.00229224
internal_count=3121 2605 1545 1372 1183 1060
is_linear=0
shrinkage=0.00196078


Tree=7309
num_leaves=6
num_cat=0
split_feature=1 16 15 1 15
split_gain=1.33232e-05 3.63155e-05 2.70377e-05 4.18221e-05 2.99784e-05
threshold=0.10937500000000001 -0.071854999999999988 1.0000000180025095e-35 1.0000000180025095e-35 -0.095869999999999983
decision_type=2 2 2 2 2
left_child=2 -2 3 -1 -5
right_child=1 -3 -4 4 -6
leaf_value=-0.011294996594215921 0.01762497245523973 -0.0055998275917409999 -0.01503569494373071 -0.0024924233369206187 0.020653624533271332
leaf_weight=0.0015512876120474311 0.0013082579139139228 0.0013871237164115818 0.0013713645934011623 0.0010335025961773366 0.00122025091328041
leaf_count=848 305 243 1153 158 414
internal_value=0 0.0056728 -0.00299716 0.00134161 0.0100396
internal_weight=0 0.00269538 0.00517641 0.00380504 0.00225375
internal_count=3121 548 2573 1420 572
is_linear=0
shrinkage=0.1


Tree=7310
num_leaves=6
num_cat=0
split_feature=0 1 47 4 1
split_gain=1.1861e-05 3.05088e-05 4.24853e-05 3.00469e-05 2.4332e-05
threshold=-0.060129999999999996 0.08592000000000001 0.096300000000000011 -0.35136499999999998 0.094385000000000011
decision_type=2 2 2 2 2
left_child=1 -1 4 -2 -3
right_child=3 2 -4 -5 -6
leaf_value=-0.018235148472884096 -0.0063827905501189488 -0.0051117579147566157 -0.015908771236473631 0.014831160097164345 0.013660875731284147
leaf_weight=0.0010297484320518522 0.0012078417868472218 0.0010621425685096043 0.0010920927257056364 0.0014928896958746707 0.0019729658091878028
leaf_count=1567 227 330 188 346 463
internal_value=0 -0.00283665 0.00100532 0.00534369 0.00709135
internal_weight=0 0.00515695 0.0041272 0.00270073 0.00303511
internal_count=3121 2548 981 573 793
is_linear=0
shrinkage=0.1


Tree=7311
num_leaves=7
num_cat=0
split_feature=131 13 0 160 16 0
split_gain=2.25514e-05 4.13436e-05 3.67644e-05 3.28107e-05 4.70588e-05 4.65227e-05
threshold=0.078765000000000016 -0.076384999999999995 -0.084269999999999984 -0.080719999999999986 -0.018494999999999998 -0.11756999999999999
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=7.6621719059598841e-06 -0.00027394148487415963 0.00024374310199191772 0.00049502276873911774 -0.00018472110264652626 -0.00037942548688495783 0.00035802000424638896
leaf_weight=0.0012083875147676816 0.0010485551048905481 0.0010780246032482468 0.0011725313912980167 0.0015015437093366469 0.0018132210030449496 0.0010194766893743368
leaf_count=687 516 247 373 160 503 635
internal_value=0 3.2348e-05 0.000247673 -6.23759e-05 -0.000138515 3.47582e-05
internal_weight=0 0.00779318 0.00238092 0.00541227 0.00433424 0.00252102
internal_count=3121 2605 1060 1545 1298 795
is_linear=0
shrinkage=0.00196078


Tree=7312
num_leaves=6
num_cat=0
split_feature=52 13 43 1 13
split_gain=1.21698e-05 2.68267e-05 2.93273e-05 4.58934e-05 3.60638e-05
threshold=0.11434500000000002 -0.094514999999999988 -0.04890499999999999 0.10612500000000001 -0.0034749999999999994
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -3
right_child=-2 2 3 -5 -6
leaf_value=0.012047829184601443 -0.0098590009185572248 0.020351414523921852 0.00091427309427261527 -0.025603065915829001 -0.0053303198302713526
leaf_weight=0.0017905800194955857 0.0010849217943063654 0.0010062534991377436 0.0017375739133151987 0.0010452984532649673 0.0011975143327989162
leaf_count=318 501 788 1028 162 324
internal_value=0 0.00154841 -0.00222167 -0.00904613 0.00639611
internal_weight=0 0.00677722 0.00498664 0.00278287 0.00220377
internal_count=3121 2620 2302 1190 1112
is_linear=0
shrinkage=0.1


Tree=7313
num_leaves=5
num_cat=0
split_feature=42 51 2 2
split_gain=1.25317e-05 2.33264e-05 1.97612e-05 2.62449e-05
threshold=0.091735000000000025 -0.076794999999999988 0.086590000000000014 0.10613000000000002
decision_type=2 2 2 2
left_child=1 -1 -3 -4
right_child=-2 2 3 -5
leaf_value=-0.011097821165319124 -0.0096940024064741011 -0.0046244824979168406 0.016945433656581337 0.00036184022281206561
leaf_weight=0.0011856754252872522 0.0011446120319240733 0.0016951443717284453 0.0018406621498618246 0.0019817721287895959
leaf_count=436 667 891 746 381
internal_value=0 0.00162762 0.00436219 0.00834753
internal_weight=0 0.00670325 0.00551758 0.00382243
internal_count=3121 2454 2018 1127
is_linear=0
shrinkage=0.1


Tree=7314
num_leaves=6
num_cat=0
split_feature=1 3 133 2 3
split_gain=1.31533e-05 2.38225e-05 4.24312e-05 3.89354e-05 2.27839e-05
threshold=0.10293500000000001 -0.12018999999999998 0.083950000000000011 0.086950000000000013 0.11296500000000002
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -2
right_child=4 2 -4 -5 -6
leaf_value=0.0095088370562990306 0.011730718203823478 -0.00092711179282843701 0.0085951079791618343 -0.027028214677754597 -0.0048848580928785058
leaf_weight=0.0010593843050345601 0.0019462779664617018 0.0010352800596408296 0.0010905087027054715 0.0012758088400191899 0.0014328295239874188
leaf_count=206 523 700 838 641 213
internal_value=0 -0.00358578 -0.00766393 -0.0153359 0.00468528
internal_weight=0 0.00446098 0.0034016 0.00231109 0.00337911
internal_count=3121 2385 2179 1341 736
is_linear=0
shrinkage=0.1


Tree=7315
num_leaves=6
num_cat=0
split_feature=131 15 13 3 0
split_gain=1.23364e-05 2.67172e-05 2.69451e-05 4.53788e-05 5.96122e-05
threshold=1.0000000180025095e-35 -0.11713499999999999 -0.095304999999999987 -0.082094999999999987 -0.10151999999999999
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.011101818881931772 -0.010373980778350209 0.017581509749129431 0.015666239282513952 0.0052898450392872458 -0.02428866644695268
leaf_weight=0.0013492457785939131 0.0010032488803224347 0.00123877227202439 0.0013847002378978117 0.0017241133115609732 0.0011266016215045716
leaf_count=399 531 216 949 201 825
internal_value=0 0.00150219 0.00460875 0.000814486 -0.00639957
internal_weight=0 0.00682343 0.00547419 0.00423542 0.00285071
internal_count=3121 2590 2191 1975 1026
is_linear=0
shrinkage=0.1


Tree=7316
num_leaves=6
num_cat=0
split_feature=1 16 15 0 2
split_gain=1.41764e-05 2.83583e-05 2.49103e-05 4.63891e-05 2.98816e-05
threshold=0.10937500000000001 -0.071854999999999988 1.0000000180025095e-35 -0.10151999999999999 0.097220000000000015
decision_type=2 2 2 2 2
left_child=2 -2 3 -1 -5
right_child=1 -3 -4 4 -6
leaf_value=0.013155383343338854 0.016435167550755407 -0.0041449588611687602 -0.014763675239278346 -0.021412079313239199 0.002705196239901923
leaf_weight=0.0017253073557299279 0.0013049696472941289 0.0013750675827508357 0.001349074756436211 0.0010048659538742706 0.0010511523229185071
leaf_count=317 305 243 1153 746 357
internal_value=0 0.00587596 -0.00309779 0.00106428 -0.00908197
internal_weight=0 0.00268004 0.0051304 0.00378133 0.00205602
internal_count=3121 548 2573 1420 1103
is_linear=0
shrinkage=0.1


Tree=7317
num_leaves=6
num_cat=0
split_feature=16 1 150 16 16
split_gain=1.24695e-05 4.71052e-05 3.15647e-05 5.78166e-05 3.04906e-05
threshold=0.38525000000000004 0.077565000000000009 0.080470000000000014 -0.36241499999999999 -0.056919999999999991
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.015117361438976327 0.0099577171460903842 -0.021347772746513408 0.01777685436740432 0.016775163033493933 -0.0047049277018999698
leaf_weight=0.0018670629446622114 0.0010797142226436265 0.0010118226820012453 0.0011832505328081 0.0014151578341009504 0.0012397757644736908
leaf_count=1511 311 212 295 388 404
internal_value=0 -0.00162039 0.00357541 -0.00100735 0.00674459
internal_weight=0 0.00671707 0.00485001 0.00366676 0.00265493
internal_count=3121 2810 1299 1004 792
is_linear=0
shrinkage=0.1


Tree=7318
num_leaves=8
num_cat=0
split_feature=131 13 47 16 16 4 1
split_gain=3.615e-05 3.9693e-05 4.10442e-05 9.55029e-05 4.52913e-05 5.8222e-05 5.12926e-05
threshold=0.078765000000000016 -0.23438999999999996 0.10699500000000002 -0.39185999999999993 -0.008904999999999998 -0.10429499999999998 0.089105000000000018
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 -5
right_child=-2 2 -4 4 5 -7 -8
leaf_value=0.00039493142844092787 -0.0003475626850524663 0.00058543873575954701 -0.00037957349931087836 5.6188836712949642e-05 -0.00021614407562293788 0.00040867408359407956 -0.00051503109785347142
leaf_weight=0.0010430087843882607 0.0010567496443489597 0.0010421491524247326 0.0010149187683119948 0.0011043954000227658 0.0010456435905103617 0.0012695078578260867 0.0013348894658028597
leaf_count=138 516 241 117 1009 252 568 280
internal_value=0 3.87224e-05 -1.5822e-05 4.7867e-05 -6.99661e-05 0.000126473 -0.000256409
internal_weight=0 0.00785451 0.0068115 0.00579659 0.00475444 0.00231515 0.00243928
internal_count=3121 2605 2467 2350 2109 820 1289
is_linear=0
shrinkage=0.00196078


Tree=7319
num_leaves=7
num_cat=0
split_feature=131 13 160 16 0 4
split_gain=2.38976e-05 4.06202e-05 3.86125e-05 3.6756e-05 3.48234e-05 2.28255e-05
threshold=0.078765000000000016 -0.076384999999999995 -0.080719999999999986 -0.018494999999999998 -0.084269999999999984 0.033845000000000007
decision_type=2 2 2 2 2 2
left_child=1 4 -3 5 -1 -4
right_child=-2 2 3 -5 -6 -7
leaf_value=9.7397016134226465e-06 -0.0002868728503994745 0.00027372737726785365 0.00022617500997424664 -0.00036451482944219448 0.00049294124182098456 -0.00015800089607836797
leaf_weight=0.001152388068405916 0.0010218584931967973 0.0010466111956506244 0.0010510071090968109 0.0017446575967121807 0.0011413544733117674 0.0013692000233054213
leaf_count=687 516 247 569 503 373 226
internal_value=0 3.27444e-05 -6.29554e-05 -0.000147562 0.000250178 8.8326e-06
internal_weight=0 0.00750522 0.00521148 0.00416486 0.00229374 0.00242021
internal_count=3121 2605 1545 1298 1060 795
is_linear=0
shrinkage=0.00196078


Tree=7320
num_leaves=6
num_cat=0
split_feature=42 49 1 15 12
split_gain=1.2103e-05 2.68993e-05 2.57372e-05 4.65305e-05 2.15374e-05
threshold=0.091735000000000025 -0.0060549999999999988 0.111945 -0.037864999999999989 0.088365000000000013
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.0084594587301384579 -0.0095762200205363468 -0.016461775230685437 0.017710300026178207 0.017130792115928089 -0.0017634405271309544
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leaf_count=540 667 576 235 642 461
internal_value=0 0.00159501 0.00560129 0.00115024 0.00871667
internal_weight=0 0.00667791 0.00477519 0.00349171 0.00244241
internal_count=3121 2454 1914 1679 1103
is_linear=0
shrinkage=0.1


Tree=7321
num_leaves=6
num_cat=0
split_feature=4 4 2 48 4
split_gain=1.25884e-05 2.16476e-05 4.78755e-05 4.13976e-05 3.63973e-05
threshold=0.24564500000000003 0.055260000000000011 0.11093500000000002 0.083985000000000018 -0.10429499999999998
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.024899569510552267 0.0072045992961411627 -0.014034732141466728 0.018904927081776716 0.01228023047000357 -0.00099325512820286062
leaf_weight=0.0011372668839194292 0.0018405385442823293 0.0012366937543902201 0.0011181355642174177 0.001019862350359483 0.001447384596266832
leaf_count=241 426 279 266 366 1543
internal_value=0 -0.00225685 0.000827361 -0.00478038 -0.0115122
internal_weight=0 0.00595934 0.00472265 0.00360451 0.00258465
internal_count=3121 2695 2416 2150 1784
is_linear=0
shrinkage=0.1


Tree=7322
num_leaves=6
num_cat=0
split_feature=0 4 12 1 3
split_gain=1.3137e-05 2.99455e-05 2.74132e-05 3.91751e-05 4.50045e-05
threshold=-0.060129999999999996 -0.35136499999999998 0.090995000000000006 0.094090000000000021 0.11924500000000002
decision_type=2 2 2 2 2
left_child=2 -2 3 -1 -5
right_child=1 -3 -4 4 -6
leaf_value=-0.010271401486322817 -0.006142077986564993 0.015137888826031185 -0.016659321491412318 0.02426771578678915 -0.0042107530563726446
leaf_weight=0.0017469461561280511 0.0011931147121817254 0.0014835422690236758 0.0011405690239483486 0.001088187884671419 0.0011323311796583111
leaf_count=1325 227 346 813 258 152
internal_value=0 0.00565238 -0.00299623 0.000931648 0.00974541
internal_weight=0 0.00267666 0.00510803 0.00396747 0.00222052
internal_count=3121 573 2548 1735 410
is_linear=0
shrinkage=0.1


Tree=7323
num_leaves=5
num_cat=0
split_feature=0 47 49 13
split_gain=1.14863e-05 2.67328e-05 4.66566e-05 3.63101e-05
threshold=-0.019414999999999998 0.092530000000000015 -0.054319999999999993 -0.033284999999999988
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=-0.014767198940448471 0.0067167623697696301 -0.013646761406469308 -0.0052758037708624181 0.016860052744980862
leaf_weight=0.0012243933203204427 0.001909289638720591 0.0015161426485761423 0.001211186075370792 0.0019089857720360147
leaf_count=311 365 310 1254 881
internal_value=0 -0.00221401 0.00177573 0.00826737
internal_weight=0 0.00586071 0.00434457 0.00312017
internal_count=3121 2756 2446 2135
is_linear=0
shrinkage=0.1


Tree=7324
num_leaves=8
num_cat=0
split_feature=11 1 42 13 47 0 2
split_gain=3.34395e-05 4.13878e-05 0.000100732 6.16781e-05 7.88802e-05 5.86206e-05 0.00013448
threshold=0.076920000000000002 0.10089500000000001 0.086325000000000013 -0.059629999999999996 0.096475000000000019 0.024095000000000002 0.084245000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 2 5 -3 -5 6 -1
right_child=-2 3 -4 4 -6 -7 -8
leaf_value=0.00044083579954314479 -0.00033466464796307017 0.00061104591957888011 -0.00061455655904695959 0.00034603078911593508 -0.00035581700685264109 0.00043634197063137077 -0.00049027320624532036
leaf_weight=0.0010331064896415892 0.0010158032113710544 0.0010143257070264989 0.0010457009172180551 0.0014017092796783973 0.0010978695879227209 0.0011746838106703131 0.0014107173181025414
leaf_count=313 226 313 885 260 90 90 944
internal_value=0 4.25414e-05 -7.8531e-05 0.000203248 3.77639e-05 7.63733e-05 -9.66545e-05
internal_weight=0 0.00817811 0.00466421 0.0035139 0.00249958 0.00361851 0.00244382
internal_count=3121 2895 2232 663 350 1347 1257
is_linear=0
shrinkage=0.00196078


Tree=7325
num_leaves=7
num_cat=0
split_feature=4 15 12 52 15 4
split_gain=2.81587e-05 4.31893e-05 3.35517e-05 5.0222e-05 4.99617e-05 8.39614e-05
threshold=0.24564500000000003 -0.17952999999999997 0.098810000000000023 0.091275000000000009 -0.016799999999999995 -0.077834999999999988
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=-0.00034663944944279682 0.00047585923049671376 -8.8338541853205107e-05 -0.00038674714635359374 0.00031464353408944918 -0.00029664099254633926 0.00043524059628175893
leaf_weight=0.0018924570197296348 0.0010671062553449346 0.001020506600254582 0.0010275081255061037 0.0014420593112965552 0.0011742933777147107 0.001237944398890155
leaf_count=727 260 166 404 497 723 344
internal_value=0 0.000200057 -6.04038e-05 -2.05429e-06 -0.000108147 7.89558e-05
internal_weight=0 0.00208761 0.00677426 0.00574675 0.00430469 0.00241224
internal_count=3121 426 2695 2291 1794 1067
is_linear=0
shrinkage=0.00196078


Tree=7326
num_leaves=7
num_cat=0
split_feature=52 13 2 47 4 52
split_gain=1.08768e-05 2.62425e-05 1.91367e-05 1.90021e-05 4.7541e-05 2.85062e-05
threshold=0.11434500000000002 -0.084034999999999985 0.10005000000000001 0.092530000000000015 0.0061450000000000003 -0.0064899999999999992
decision_type=2 2 2 2 2 2
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leaf_value=0.0014506438060247434 -0.0093512723294851881 -0.019199883329322674 0.020630141115540079 -0.014529034708174569 0.015444523883862133 0.0034411755630484467
leaf_weight=0.0010664079913162937 0.0010757045956556422 0.0011501349201301061 0.0010157272320810318 0.0010512904947957737 0.0013658359501723602 0.00107665511428716
leaf_count=589 501 600 187 185 385 674
internal_value=0 0.00147851 0.010807 -0.00270398 0.000756324 -0.00825291
internal_weight=0 0.00672605 0.00208214 0.00464392 0.00359263 0.00222679
internal_count=3121 2620 776 1844 1659 1274
is_linear=0
shrinkage=0.1


Tree=7327
num_leaves=7
num_cat=0
split_feature=131 13 160 16 43 0
split_gain=3.80623e-05 4.14301e-05 4.9774e-05 5.64069e-05 4.16194e-05 3.76208e-05
threshold=0.078765000000000016 -0.076384999999999995 -0.081069999999999989 -0.018494999999999998 1.0000000180025095e-35 -0.11756999999999999
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 -5 -6 -7
leaf_value=0.00048433471114233529 -0.00034520807146796968 0.00034827041843008309 -0.00013729836682353715 -0.0003885503358192391 -3.6611707323620125e-05 0.00034991624372103535
leaf_weight=0.0013829541313423129 0.0010751281269945337 0.001003535397897156 0.0015313477335588124 0.0019215700438606868 0.0010278227686786848 0.0010119950169406484
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internal_value=0 4.80909e-05 -4.63135e-05 -0.000135 0.000262232 5.65641e-05
internal_weight=0 0.00787923 0.00546845 0.00446491 0.00241078 0.00254334
internal_count=3121 2605 1545 1307 1060 796
is_linear=0
shrinkage=0.00196078


Tree=7328
num_leaves=6
num_cat=0
split_feature=16 4 0 3 1
split_gain=1.08745e-05 4.33531e-05 3.47095e-05 2.44535e-05 4.57926e-05
threshold=0.38525000000000004 -0.27825499999999997 -0.077999999999999986 0.090900000000000009 0.094090000000000021
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.01995998412505974 0.0093067341877096314 -0.020546951537167995 0.01666673538301456 0.0066797820694450491 0.0062047841720781248
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leaf_count=155 311 1516 674 229 236
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internal_weight=0 0.00672857 0.00565798 0.00440451 0.00258311
internal_count=3121 2810 2655 1981 1752
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Tree=7329
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internal_weight=0 0.00813946 0.00287231 0.00526715 0.00384853 0.00233732
internal_count=3121 2877 1371 1506 698 363
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Tree=7330
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split_feature=131 0 13 3 4 3
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internal_weight=0 0.00770893 0.00594413 0.00469971 0.00362375 0.00236772
internal_count=3121 2605 2313 2033 1135 427
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Tree=7331
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split_gain=1.03331e-05 1.88828e-05 2.61651e-05 4.41593e-05 3.72421e-05
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decision_type=2 2 2 2 2
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leaf_count=625 609 185 960 571 171
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internal_weight=0 0.00677483 0.00542781 0.00435169 0.00331125
internal_count=3121 2512 1887 1702 742
is_linear=0
shrinkage=0.1


Tree=7332
num_leaves=6
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split_feature=457 1 12 13 1
split_gain=1.07495e-05 2.93491e-05 3.43527e-05 4.40644e-05 4.44255e-05
threshold=0.069910000000000014 0.12873500000000002 0.098810000000000023 -0.084034999999999985 0.086560000000000012
decision_type=2 2 2 2 2
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leaf_weight=0.0016373355045553937 0.0011529538264206359 0.0010408026644105478 0.0010870883493519995 0.0013374758231136238 0.0015637374704431473
leaf_count=708 267 238 410 900 598
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internal_weight=0 0.00666644 0.00562564 0.00453855 0.00290121
internal_count=3121 2854 2616 2206 1498
is_linear=0
shrinkage=0.1


Tree=7333
num_leaves=7
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split_feature=131 13 0 160 16 0
split_gain=2.22479e-05 3.75956e-05 3.66124e-05 2.80696e-05 5.20234e-05 1.86939e-05
threshold=0.078765000000000016 -0.076384999999999995 -0.084269999999999984 -0.080719999999999986 -0.018494999999999998 -0.11991499999999998
decision_type=2 2 2 2 2 2
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right_child=-2 3 -4 4 -6 -7
leaf_value=-2.0809397963498019e-06 -0.00027473158179345056 0.00023001062070077507 0.00049691794021246175 -9.7407902641566863e-05 -0.0003925025909151531 0.000251320087874653
leaf_weight=0.0011450580896941757 0.0010245144074823099 0.0010328848016538964 0.001116554715509561 0.0013556634552537102 0.0017139370640268038 0.0010477688524129598
leaf_count=687 516 247 373 152 503 643
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internal_weight=0 0.00741187 0.00226161 0.00515025 0.00411737 0.00240343
internal_count=3121 2605 1060 1545 1298 795
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Tree=7334
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split_gain=1.03322e-05 1.95418e-05 3.475e-05 3.60733e-05 6.31836e-05
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decision_type=2 2 2 2 2
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leaf_count=1220 426 279 203 779 214
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internal_weight=0 0.00596817 0.00471734 0.00319415 0.00210607
internal_count=3121 2695 2416 2213 993
is_linear=0
shrinkage=0.1


Tree=7335
num_leaves=7
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split_feature=52 457 151 2 47 4
split_gain=1.79496e-05 4.19973e-05 5.57921e-05 3.86954e-05 5.91205e-05 7.27262e-05
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decision_type=2 2 2 2 2 2
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leaf_weight=0.0010011309059728248 0.0010100642195358302 0.0010958576012246634 0.0012252944893878042 0.001611104854073165 0.0010482702277700888 0.0016184711763984421
leaf_count=415 289 249 171 365 191 1441
internal_value=0 3.01229e-05 -2.96294e-05 4.81184e-05 -5.76675e-05 -0.000204391
internal_weight=0 0.00760906 0.0065132 0.00550314 0.00389204 0.00284377
internal_count=3121 2706 2457 2168 1803 1612
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Tree=7336
num_leaves=6
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split_feature=43 3 52 16 0
split_gain=1.14576e-05 4.46324e-05 2.29133e-05 4.41411e-05 4.05923e-05
threshold=-0.04890499999999999 -0.077774999999999983 -0.069804999999999992 -0.008904999999999998 -0.10474999999999998
decision_type=2 2 2 2 2
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leaf_count=960 359 495 281 165 861
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internal_weight=0 0.00284254 0.00497164 0.00375316 0.0027159
internal_count=3121 1455 1666 1307 1142
is_linear=0
shrinkage=0.1


Tree=7337
num_leaves=7
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split_feature=11 43 13 2 2 4
split_gain=3.90351e-05 3.23552e-05 5.75792e-05 4.52203e-05 5.85086e-05 4.13964e-05
threshold=1.0000000180025095e-35 -0.067199999999999996 -0.0030199999999999997 0.089885000000000007 0.10613000000000002 0.055260000000000011
decision_type=2 2 2 2 2 2
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right_child=-2 3 -4 4 5 -7
leaf_value=0.00048551717724076236 -0.00036776292097338869 -0.00035123648560351806 -8.2611623929101092e-05 0.00035960522255612678 0.00011800792234146815 -0.00041010970781498579
leaf_weight=0.0014277951520292732 0.0010154590440930511 0.0014030834979801097 0.0013198618031655019 0.0015140989694905909 0.0011799393769986546 0.0011050663752560407
leaf_count=936 244 845 333 365 192 206
internal_value=0 4.04902e-05 0.000212611 -5.04196e-05 6.06779e-05 -0.000137398
internal_weight=0 0.00794985 0.00274766 0.00520219 0.0037991 0.00228501
internal_count=3121 2877 1269 1608 763 398
is_linear=0
shrinkage=0.00196078


Tree=7338
num_leaves=6
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split_feature=49 13 13 3 42
split_gain=1.19661e-05 2.07775e-05 2.86396e-05 4.0886e-05 5.00633e-05
threshold=-0.047584999999999995 -0.13710499999999998 0.0076650000000000008 0.095270000000000007 0.084050000000000014
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
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leaf_value=0.0072824630521063846 -0.014201054937123609 0.027201760463813854 -0.010655251559696143 -0.010047777613453223 -0.0023898487941984951
leaf_weight=0.0017417505659033591 0.0011532819748011885 0.0012269674697723762 0.0015287058246668869 0.0010977243842877453 0.001070556246868146
leaf_count=403 203 797 471 139 1108
internal_value=0 -0.00211923 0.000710561 0.005828 0.0134132
internal_weight=0 0.00607724 0.00492395 0.00339525 0.00229752
internal_count=3121 2718 2515 2044 1905
is_linear=0
shrinkage=0.1


Tree=7339
num_leaves=5
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split_feature=4 151 16 13
split_gain=1.15251e-05 1.90057e-05 5.03767e-05 3.42032e-05
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decision_type=2 2 2 2
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leaf_weight=0.0011357639946110729 0.0018514877021769734 0.0011498160337919811 0.0016920873423910215 0.001975360982719243
leaf_count=463 426 501 1142 589
internal_value=0 -0.00216437 -0.00490795 0.000817996
internal_weight=0 0.00595303 0.00481726 0.00366745
internal_count=3121 2695 2232 1731
is_linear=0
shrinkage=0.1


Tree=7340
num_leaves=5
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split_feature=160 16 0 16
split_gain=1.08238e-05 3.67866e-05 3.89014e-05 2.64806e-05
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decision_type=2 2 2 2
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leaf_weight=0.0017532442594286419 0.0017221942834363966 0.0014597679087798672 0.001540793522487868 0.0013175800838458227
leaf_count=970 254 588 937 372
internal_value=0 0.00198787 0.00918769 -0.00647089
internal_weight=0 0.00604034 0.00326299 0.00277735
internal_count=3121 2151 1191 960
is_linear=0
shrinkage=0.1


Tree=7341
num_leaves=7
num_cat=0
split_feature=131 13 0 160 15 0
split_gain=2.65302e-05 3.37689e-05 3.26422e-05 2.71879e-05 4.78262e-05 3.72934e-05
threshold=0.078765000000000016 -0.076384999999999995 -0.084269999999999984 -0.080719999999999986 -0.0040799999999999994 -0.11437499999999999
decision_type=2 2 2 2 2 2
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internal_weight=0 0.00748729 0.00229369 0.0051936 0.00415545 0.00255801
internal_count=3121 2605 1060 1545 1298 571
is_linear=0
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Tree=7342
num_leaves=7
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split_feature=131 13 0 457 1 1
split_gain=2.02882e-05 3.51136e-05 3.96877e-05 2.71511e-05 3.31401e-05 7.98941e-05
threshold=0.078765000000000016 -0.076384999999999995 -0.084269999999999984 0.045365000000000009 0.111945 0.086560000000000012
decision_type=2 2 2 2 2 2
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internal_weight=0 0.00760974 0.00232362 0.00528612 0.00422056 0.00274284
internal_count=3121 2605 1060 1545 1372 1183
is_linear=0
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Tree=7343
num_leaves=6
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split_feature=42 49 47 2 3
split_gain=1.05725e-05 2.24146e-05 2.62541e-05 2.68093e-05 2.36345e-05
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decision_type=2 2 2 2 2
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internal_weight=0 0.00667272 0.00477352 0.00375784 0.00244042
internal_count=3121 2454 1914 1768 1366
is_linear=0
shrinkage=0.1


Tree=7344
num_leaves=7
num_cat=0
split_feature=50 15 47 3 13 0
split_gain=3.1351e-05 3.1518e-05 4.58106e-05 8.33031e-05 7.35451e-05 4.73665e-05
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decision_type=2 2 2 2 2 2
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Tree=7345
num_leaves=7
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split_feature=11 43 0 2 2 1
split_gain=4.05686e-05 4.13736e-05 5.06597e-05 4.53053e-05 4.18299e-05 5.2299e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00794875 0.00276959 0.00517916 0.00375978 0.00227049
internal_count=3121 2877 1269 1608 763 398
is_linear=0
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Tree=7346
num_leaves=8
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split_feature=50 15 16 2 2 52 0
split_gain=3.20914e-05 3.33319e-05 5.52418e-05 3.73557e-05 6.1315e-05 4.03239e-05 3.74176e-05
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internal_count=3121 2561 2235 2019 1667 1307 1015
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Tree=7347
num_leaves=7
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split_feature=131 150 52 12 52 2
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internal_weight=0 0.00767438 0.00618647 0.00469563 0.00364153 0.0024521
internal_count=3121 2605 2247 1614 1247 869
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Tree=7348
num_leaves=7
num_cat=0
split_feature=131 49 42 15 12 16
split_gain=2.62818e-05 2.97805e-05 4.11205e-05 3.0078e-05 4.28689e-05 2.10943e-05
threshold=0.078765000000000016 -0.047584999999999995 0.086665000000000006 -0.037864999999999989 0.084100000000000022 -0.095094999999999985
decision_type=2 2 2 2 2 2
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leaf_value=0.00026813209662723234 -0.00029232852923614776 8.948050101737531e-05 -0.00037672559754875457 0.00041333424161642154 -9.6994265949389789e-05 -0.0002979242274511878
leaf_weight=0.0017124226109763909 0.0010353153138916013 0.0010065986507641574 0.0010528891972020225 0.0014758577964203829 0.001107938168301746 0.0011666878041892087
leaf_count=347 516 243 804 290 566 355
internal_value=0 4.08847e-05 -2.60939e-05 5.15117e-05 0.000194504 -0.00011849
internal_weight=0 0.00752239 0.00580997 0.00475708 0.0025838 0.00217329
internal_count=3121 2605 2258 1454 856 598
is_linear=0
shrinkage=0.00196078


Tree=7349
num_leaves=6
num_cat=0
split_feature=49 13 13 12 15
split_gain=1.2158e-05 1.83687e-05 2.43521e-05 3.55713e-05 5.87845e-05
threshold=-0.047584999999999995 -0.13710499999999998 -0.061684999999999997 0.051320000000000005 -0.037864999999999989
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
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leaf_value=0.0072796108614949012 -0.013465059216744896 0.013428378710319148 -0.010481593343018999 -0.017910771746731332 0.019317205656480572
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leaf_count=403 203 1120 229 996 170
internal_value=0 -0.00214798 0.000504281 -0.00329629 0.00305683
internal_weight=0 0.00611967 0.00495777 0.00383115 0.00267032
internal_count=3121 2718 2515 1395 399
is_linear=0
shrinkage=0.1


Tree=7350
num_leaves=7
num_cat=0
split_feature=131 13 12 160 16 0
split_gain=2.43055e-05 3.64655e-05 3.14227e-05 2.57822e-05 5.09092e-05 3.93893e-05
threshold=0.078765000000000016 -0.076384999999999995 0.088615000000000013 -0.080719999999999986 -0.018494999999999998 -0.11756999999999999
decision_type=2 2 2 2 2 2
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right_child=-2 3 -4 4 -6 -7
leaf_value=0.00044024992336638333 -0.00028636633347763236 0.00021442166039447775 -1.5097699648700581e-05 -0.00015078307918290788 -0.00037970338835604942 0.00035096396532840709
leaf_weight=0.001292528309355237 0.0010499853947685015 0.0010678453039869966 0.0010609154131243559 0.0014678758957856329 0.0017773105661366096 0.0010192318575791488
leaf_count=783 516 247 277 160 503 635
internal_value=0 3.16847e-05 0.000234983 -5.80427e-05 -0.00012627 5.48359e-05
internal_weight=0 0.00768571 0.00235344 0.00533226 0.00426442 0.00248711
internal_count=3121 2605 1060 1545 1298 795
is_linear=0
shrinkage=0.00196078


Tree=7351
num_leaves=6
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split_feature=4 151 16 2 4
split_gain=1.25517e-05 2.70713e-05 2.9847e-05 3.19835e-05 3.10941e-05
threshold=0.40473500000000007 -0.024429999999999997 -0.092484999999999984 0.10672500000000001 -0.084369999999999987
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.012676361129888786 0.0095232948418674974 -0.015338932991692207 -0.018030311315061255 0.015568675524512488 0.0033674676694416708
leaf_weight=0.0010952276539905994 0.0011686290116291013 0.0017516373667182381 0.0011199341113997013 0.0010220741566739221 0.0017253139158871884
leaf_count=473 304 482 461 329 1072
internal_value=0 -0.00170612 -0.00450951 0.000395498 -0.00505503
internal_weight=0 0.00671419 0.00561896 0.00386732 0.00284525
internal_count=3121 2817 2344 1862 1533
is_linear=0
shrinkage=0.1


Tree=7352
num_leaves=6
num_cat=0
split_feature=4 42 43 0 0
split_gain=1.12702e-05 1.9846e-05 4.84655e-05 3.74244e-05 3.14767e-05
threshold=0.24564500000000003 -1.0000000180025095e-35 -0.074359999999999996 -0.084144999999999984 -0.15350499999999997
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.014467185484996349 0.0067398101651642284 0.016282025937518277 -0.0090025807589329734 -0.018230514566006325 0.015487867793562694
leaf_weight=0.0010740452901354088 0.0018704543391764063 0.0013992873460806883 0.001092205854895026 0.0014240278271242827 0.0010102044772804398
leaf_count=797 426 785 124 618 371
internal_value=0 -0.00215053 0.000535092 -0.00571328 0.00276504
internal_weight=0 0.00599977 0.00492573 0.00352644 0.00210241
internal_count=3121 2695 1898 1113 495
is_linear=0
shrinkage=0.1


Tree=7353
num_leaves=7
num_cat=0
split_feature=131 13 0 160 16 4
split_gain=2.60255e-05 2.7378e-05 3.04581e-05 2.60428e-05 4.97318e-05 1.93729e-05
threshold=0.078765000000000016 -0.076384999999999995 -0.084269999999999984 -0.080719999999999986 -0.018494999999999998 0.033845000000000007
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=-8.251262515060538e-06 -0.00029910433531330817 0.00023305305523634796 0.0004476644278457346 0.00026696371621932039 -0.00036866010445445321 -8.7394932768930844e-05
leaf_weight=0.001153516083175457 0.0010256631673278681 0.0010387145232717389 0.0011011782348475509 0.0010542005881746389 0.0017227897506226679 0.0013562804369488476
leaf_count=687 516 247 373 569 503 226
internal_value=0 3.41059e-05 0.000214415 -4.44988e-05 -0.000114249 6.75804e-05
internal_weight=0 0.00742668 0.00225469 0.00517199 0.00413327 0.00241048
internal_count=3121 2605 1060 1545 1298 795
is_linear=0
shrinkage=0.00196078


Tree=7354
num_leaves=5
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split_feature=42 51 2 2
split_gain=1.16943e-05 2.46554e-05 2.24822e-05 3.47563e-05
threshold=0.091735000000000025 -0.076794999999999988 0.086590000000000014 0.10613000000000002
decision_type=2 2 2 2
left_child=1 -1 -3 -4
right_child=-2 2 3 -5
leaf_value=-0.011536222812690898 -0.0093864165637994913 -0.0052620758375277327 0.01838410170574576 -0.00063387401015807185
leaf_weight=0.0011856646624502027 0.0011439089875438088 0.0016897180085902797 0.0018632510226211201 0.0019844011474054904
leaf_count=436 667 891 746 381
internal_value=0 0.00155091 0.00435313 0.00857571
internal_weight=0 0.00672303 0.00553737 0.00384765
internal_count=3121 2454 2018 1127
is_linear=0
shrinkage=0.1


Tree=7355
num_leaves=7
num_cat=0
split_feature=11 2 52 3 3 43
split_gain=3.84862e-05 4.5598e-05 0.000100441 5.97808e-05 4.43216e-05 0.000109911
threshold=1.0000000180025095e-35 0.10912000000000001 0.084960000000000022 0.12178000000000001 0.090900000000000009 -0.074359999999999996
decision_type=2 2 2 2 2 2
left_child=1 2 4 -3 5 -1
right_child=-2 3 -4 -5 -6 -7
leaf_value=0.00037046848737730788 -0.00036025601427787265 0.00060112293634284803 -0.00053129800125606506 -2.0417410049098644e-05 0.00041780163088753311 -0.00036782930121939271
leaf_weight=0.0014286763083324993 0.0010208904725585661 0.0011194101129434423 0.0012957844547816606 0.0012698786662021641 0.0011662352022948639 0.0016950040303692281
leaf_count=702 244 389 787 162 134 703
internal_value=0 4.40866e-05 -5.28824e-05 0.000270782 9.16247e-05 -3.01544e-05
internal_weight=0 0.00797499 0.0055857 0.00238929 0.00428992 0.00312368
internal_count=3121 2877 2326 551 1539 1405
is_linear=0
shrinkage=0.00196078


Tree=7356
num_leaves=8
num_cat=0
split_feature=48 4 12 3 2 12 3
split_gain=5.08102e-05 7.75001e-05 3.6038e-05 0.000131759 7.42753e-05 2.92254e-05 9.74816e-06
threshold=0.11926500000000002 0.36766000000000004 -0.029094999999999999 0.10542000000000001 0.092365000000000017 0.084100000000000022 -0.086049999999999988
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=-0.00036554470282148648 -0.0004185389877470089 0.00053029937079606554 0.00024433570653876303 0.00062119160985901506 -0.00053090593639715884 1.4044456501877081e-05 -0.00025913421677773493
leaf_weight=0.0010645212948376106 0.0010369072397165982 0.0010836280979743184 0.001420567233765407 0.0011505118986765289 0.0012398500202556598 0.001000160879847091 0.001008731052377304
leaf_count=221 117 301 325 110 710 480 857
internal_value=0 4.28851e-05 -3.38362e-05 2.68376e-05 -0.000119611 2.90848e-05 -0.000123128
internal_weight=0 0.00796797 0.00688434 0.00581982 0.00466931 0.00342946 0.00200889
internal_count=3121 3004 2703 2482 2372 1662 1337
is_linear=0
shrinkage=0.00196078


Tree=7357
num_leaves=8
num_cat=0
split_feature=48 4 42 160 16 2 4
split_gain=3.30762e-05 7.35904e-05 4.34453e-05 2.89483e-05 5.94485e-05 7.21011e-05 5.90536e-05
threshold=0.11926500000000002 0.27834500000000006 0.088465000000000002 -0.027994999999999996 -0.078844999999999985 0.096540000000000015 -1.0000000180025095e-35
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=0.00030590049203800616 -0.0003416366325060511 0.00050262785078184391 -0.00035242700303124593 0.00053774343715248026 -0.00058276838027541717 0.00011796998910031867 -0.00012834453515853759
leaf_weight=0.0012067813318607313 0.0010066351567737048 0.0011158178206302658 0.0013719600516185568 0.0010232923106500706 0.0012114815066894104 0.0010571526052503763 0.0010236369648742361
leaf_count=499 117 313 786 489 448 284 185
internal_value=0 3.54639e-05 -4.01449e-05 3.74378e-05 -3.76336e-05 -0.000256234 0.000204643
internal_weight=0 0.00801012 0.0068943 0.00552234 0.00431556 0.00226863 0.00204693
internal_count=3121 3004 2691 1905 1406 732 674
is_linear=0
shrinkage=0.00196078


Tree=7358
num_leaves=5
num_cat=0
split_feature=1 43 0 3
split_gain=1.02588e-05 2.59597e-05 3.38405e-05 2.14201e-05
threshold=0.10293500000000001 -0.084004999999999982 -0.10011499999999998 0.11296500000000002
decision_type=2 2 2 2
left_child=1 -1 -3 -2
right_child=3 2 -4 -5
leaf_value=0.0082890618063970658 0.010862448240558403 0.0023295051663169372 -0.018509472102628512 -0.005115637306026018
leaf_weight=0.0013670888996921457 0.0019717871556006413 0.0015366421871354299 0.0015810409581208519 0.0014604668711267256
leaf_count=615 523 291 1479 213
internal_value=0 -0.00320033 -0.00823837 0.00406357
internal_weight=0 0.00448477 0.00311768 0.00343225
internal_count=3121 2385 1770 736
is_linear=0
shrinkage=0.1


Tree=7359
num_leaves=7
num_cat=0
split_feature=3 12 1 0 2 2
split_gain=1.13858e-05 2.28005e-05 2.88417e-05 5.26294e-05 4.47188e-05 9.90778e-06
threshold=0.13524500000000003 -0.010834999999999999 0.11323000000000001 -0.17169499999999996 0.092235000000000025 0.073895000000000002
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=0.01227188716858011 0.0089333673141153962 0.015942619201421308 -0.017702733148862726 -0.0057920905156168163 -0.024151566050109215 0.0081247152894037781
leaf_weight=0.0010009316204165654 0.0011980445187202626 0.0013715560800726277 0.0012230939683553332 0.0010344463664568619 0.0010682216372006961 0.0010120416711503115
leaf_count=341 192 141 188 483 729 1047
internal_value=0 -0.00164983 -0.00409051 -0.000379399 -0.00756677 0.00109013
internal_weight=0 0.00671029 0.00570936 0.00448627 0.00311471 0.00204649
internal_count=3121 2929 2588 2400 2259 1530
is_linear=0
shrinkage=0.1


Tree=7360
num_leaves=6
num_cat=0
split_feature=13 0 47 52 0
split_gain=1.76833e-05 2.81645e-05 4.38999e-05 4.81106e-05 8.45171e-05
threshold=-0.23438999999999996 -0.019414999999999998 0.10904500000000002 -0.069804999999999992 -0.14723999999999998
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
right_child=1 -3 -4 4 -6
leaf_value=0.00022888153116305409 -0.00030902521784158618 0.00019198907975035697 -0.00045992919127658163 0.00046800534618074874 -0.00015786948974810333
leaf_weight=0.0010761288151479803 0.0015511637887994393 0.0015956243802929138 0.0010760318410081007 0.0014412188097499227 0.001954448529588715
leaf_count=169 593 337 151 189 1682
internal_value=0 -3.96344e-05 -0.000100998 -2.29234e-05 0.00010777
internal_weight=0 0.00761849 0.00602286 0.00494683 0.00339567
internal_count=3121 2952 2615 2464 1871
is_linear=0
shrinkage=0.00196078


Tree=7361
num_leaves=8
num_cat=0
split_feature=11 13 0 47 49 1 1
split_gain=3.61667e-05 3.55685e-05 3.87587e-05 3.52249e-05 7.11404e-05 5.34865e-05 2.7775e-05
threshold=1.0000000180025095e-35 -0.084034999999999985 -0.019414999999999998 0.092530000000000015 -0.054984999999999992 0.095285000000000022 0.08776500000000001
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=5.6953574664022147e-05 -0.00035441625711387493 -0.0004346304858607842 0.00027396811260998821 -0.00039639752917894382 -0.00011904770306397543 0.00050108000447346369 0.00049013918317395452
leaf_weight=0.0013174421904542902 0.0010092936756815373 0.0010445488424749819 0.0011688066557617267 0.0013176392569972236 0.0010742383920924472 0.0010647581631144873 0.0010017940366447114
leaf_count=554 244 177 215 211 1218 220 282
internal_value=0 3.95043e-05 -4.41698e-05 -0.00012678 -1.51873e-05 0.000189642 0.000244068
internal_weight=0 0.00798923 0.00566999 0.00450118 0.00318355 0.002139 0.00231924
internal_count=3121 2877 2041 1826 1615 1438 836
is_linear=0
shrinkage=0.00196078


Tree=7362
num_leaves=6
num_cat=0
split_feature=13 3 1 0 52
split_gain=1.94372e-05 2.81988e-05 4.8971e-05 4.73249e-05 4.12324e-05
threshold=-0.23438999999999996 0.076840000000000006 0.11588000000000001 -0.077999999999999986 -0.066844999999999988
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -3
right_child=1 4 -4 -5 -6
leaf_value=0.00024320264332922565 -0.00027078554328741289 -0.00048868971410878312 0.00043302242853031483 0.00016287190541412229 8.3937764463811982e-06
leaf_weight=0.0010504829675071171 0.0019304069318918054 0.001127370369779359 0.0010015044929412081 0.0019396570177314487 0.001488823223292259
leaf_count=169 1662 116 253 765 156
internal_value=0 -4.16111e-05 4.65688e-05 -5.34386e-05 -0.000205809
internal_weight=0 0.00748776 0.00487157 0.00387006 0.00261619
internal_count=3121 2952 2680 2427 272
is_linear=0
shrinkage=0.00196078


Tree=7363
num_leaves=6
num_cat=0
split_feature=0 42 43 16 52
split_gain=1.20107e-05 2.40825e-05 3.46945e-05 3.23587e-05 3.9169e-05
threshold=-0.019414999999999998 0.090310000000000015 -0.0037449999999999996 -0.23935499999999996 -0.0064899999999999992
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.019059526351801498 0.0067911670065951089 0.010794447516766297 -0.014834697962392417 -0.0048780238559390475 0.020534630950679533
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leaf_count=1273 365 721 170 233 359
internal_value=0 -0.00226643 -0.00533932 -0.000133586 0.00611698
internal_weight=0 0.00600042 0.00485756 0.00352145 0.00247089
internal_count=3121 2756 2035 762 592
is_linear=0
shrinkage=0.1


Tree=7364
num_leaves=7
num_cat=0
split_feature=2 4 0 16 4 2
split_gain=2.00989e-05 4.14944e-05 7.09124e-05 4.5763e-05 3.6312e-05 2.61137e-05
threshold=0.10912000000000001 -0.35136499999999998 -0.060129999999999996 -0.078844999999999985 0.033845000000000007 0.084055000000000005
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=-0.00043101505358791951 0.00039932220410965352 0.00024788391980891367 0.00039892854325928006 -0.00041795571138402939 -6.1622081904290899e-05 -0.00017302543584941541
leaf_weight=0.0010146733336331626 0.0011432234755774015 0.0011230228185250967 0.0012925162037311939 0.0013745871095688545 0.0015451554465531492 0.0011439556856628532
leaf_count=173 276 335 171 1164 345 657
internal_value=0 -6.98951e-05 4.36777e-06 -0.000135675 0.000134393 3.54859e-05
internal_weight=0 0.00594876 0.00493408 0.00364157 0.00268838 0.00226698
internal_count=3121 2500 2327 2156 621 992
is_linear=0
shrinkage=0.00196078


Tree=7365
num_leaves=7
num_cat=0
split_feature=131 13 47 16 16 0
split_gain=2.37797e-05 4.98412e-05 3.89483e-05 6.18184e-05 5.39169e-05 7.0238e-05
threshold=0.078765000000000016 -0.23438999999999996 0.10621500000000002 -0.27167499999999994 0.0065250000000000004 -0.11242999999999999
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=0.00044057551770190442 -0.00027874776830317822 0.00041383837923991424 -0.00036006820656418834 5.5934523267701281e-05 0.00018452603725981981 -0.00059986638465659966
leaf_weight=0.0010080825189427312 0.001063652561577806 0.0013046544467688291 0.0011239982292998033 0.0013079769228136584 0.0018150362921669008 0.0012076127747709189
leaf_count=138 516 270 124 168 565 1340
internal_value=0 3.38613e-05 -2.67963e-05 3.96772e-05 -7.30434e-05 -0.000258884
internal_weight=0 0.00776736 0.00675928 0.00563528 0.00433063 0.00251559
internal_count=3121 2605 2467 2343 2073 1508
is_linear=0
shrinkage=0.00196078


Tree=7366
num_leaves=6
num_cat=0
split_feature=42 49 47 2 4
split_gain=1.10702e-05 2.5121e-05 2.63671e-05 1.97263e-05 1.64914e-05
threshold=0.091735000000000025 -0.00064499999999999985 0.10254000000000001 0.10222000000000002 -0.084369999999999987
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.0080611017787302723 -0.0090957105223126045 -0.0030593368693880292 0.019583798105058975 -0.0082730658662566771 0.013573172030862477
leaf_weight=0.0019618795763100489 0.00115804647683966 0.0010043459777704111 0.0010260316654987782 0.0013350569935874908 0.0014666774333177135
leaf_count=571 667 402 142 399 940
internal_value=0 0.00148197 0.00535654 0.0015212 0.0068129
internal_weight=0 0.00679399 0.00483211 0.00380608 0.00247102
internal_count=3121 2454 1883 1741 1342
is_linear=0
shrinkage=0.1


Tree=7367
num_leaves=6
num_cat=0
split_feature=49 52 2 42 0
split_gain=1.17232e-05 1.74545e-05 4.40485e-05 6.97185e-05 3.28836e-05
threshold=-0.047584999999999995 0.10744000000000002 0.11215000000000001 0.084050000000000014 -0.10151999999999999
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
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leaf_count=403 187 506 343 775 907
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internal_weight=0 0.00616651 0.00503994 0.0039536 0.00281533
internal_count=3121 2718 2212 1869 1094
is_linear=0
shrinkage=0.1


Tree=7368
num_leaves=7
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split_feature=50 3 1 4 4 15
split_gain=3.46098e-05 3.88777e-05 5.20718e-05 8.93707e-05 6.45157e-05 8.71797e-05
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decision_type=2 2 2 2 2 2
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leaf_count=303 560 343 294 1280 216 125
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internal_weight=0 0.00802214 0.00637476 0.00308341 0.00329135 0.0022297
internal_count=3121 2561 2258 1623 635 341
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shrinkage=0.00196078


Tree=7369
num_leaves=6
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split_feature=4 151 4 1 13
split_gain=1.25263e-05 2.14959e-05 3.54824e-05 4.7223e-05 3.26217e-05
threshold=0.40473500000000007 -0.024429999999999997 -0.0029599999999999995 0.10781 -0.076384999999999995
decision_type=2 2 2 2 2
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leaf_weight=0.0011057698906860852 0.0011808004655132426 0.0011930755385639435 0.0012581024922683965 0.0013639723807605897 0.0018446794321124614
leaf_count=473 304 614 543 115 1072
internal_value=0 -0.00171363 -0.0042051 -0.0127274 0.00315106
internal_weight=0 0.0067656 0.00565983 0.00262207 0.00303775
internal_count=3121 2817 2344 658 1686
is_linear=0
shrinkage=0.1


Tree=7370
num_leaves=7
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split_feature=11 13 43 0 2 2
split_gain=5.01837e-05 4.02351e-05 3.95278e-05 7.59795e-05 4.93152e-05 4.63669e-05
threshold=1.0000000180025095e-35 -0.091054999999999983 -0.04890499999999999 -0.053834999999999994 0.089885000000000007 0.11215000000000001
decision_type=2 2 2 2 2 2
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leaf_weight=0.0019777685059835541 0.0010102831821986449 0.0014953181282977746 0.0010515880685519436 0.0010876980859058452 0.0011658526321096027 0.0012795412140405851
leaf_count=396 244 1110 656 202 330 183
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internal_weight=0 0.00805777 0.00608 0.00258302 0.00349698 0.00244539
internal_count=3121 2877 2481 1312 1169 513
is_linear=0
shrinkage=0.00196078


Tree=7371
num_leaves=7
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split_feature=50 15 16 2 0 43
split_gain=2.23891e-05 3.63001e-05 4.5734e-05 4.40281e-05 5.2967e-05 9.57328e-05
threshold=0.088425000000000017 -0.15026499999999995 -0.36241499999999999 0.10644500000000001 -0.053834999999999994 -0.072864999999999985
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 -5 -6 -7
leaf_value=0.00037807426956700587 -0.00027848088909000139 -0.00038995665909833169 0.0005333186511203412 0.00037872483625054758 -0.00031403844037738906 -0.00020873081389725365
leaf_weight=0.0010007361635827388 0.0010269143856872212 0.0010892555186727201 0.0012246628164331304 0.0012193038978447332 0.0016950045394844866 0.0014716789054169811
leaf_count=326 560 216 618 352 207 842
internal_value=0 2.9741e-05 -2.2288e-05 4.90914e-05 -4.24348e-05 0.000128304
internal_weight=0 0.00770064 0.00669991 0.00561065 0.00439135 0.00269634
internal_count=3121 2561 2235 2019 1667 1460
is_linear=0
shrinkage=0.00196078


Tree=7372
num_leaves=7
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split_feature=159 160 42 43 16 48
split_gain=1.23608e-05 7.13649e-05 3.35804e-05 5.7484e-05 3.62968e-05 6.54314e-05
threshold=0.076905000000000015 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 -0.056919999999999991 0.086260000000000017
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=-0.026226156836330936 0.0097540447018411181 -0.013757442291107784 0.024656706097142208 0.023185786591874456 -0.014283020234033933 -0.010176336335386837
leaf_weight=0.0010070000749135208 0.0011063639580994799 0.0010340072829081535 0.0012401493657494553 0.0012073236214803699 0.0012253572747718531 0.0011457558745124625
leaf_count=684 527 645 384 472 299 110
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internal_weight=0 0.00685959 0.00585259 0.00481859 0.00357844 0.00235308
internal_count=3121 2594 1910 1265 881 582
is_linear=0
shrinkage=0.1


Tree=7373
num_leaves=8
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split_feature=50 15 16 2 2 52 0
split_gain=2.53683e-05 3.63161e-05 4.79357e-05 5.33176e-05 4.60587e-05 4.65341e-05 3.68572e-05
threshold=0.088425000000000017 -0.15026499999999995 -0.36241499999999999 0.10644500000000001 0.092875000000000013 -0.085984999999999992 -0.10607499999999999
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 3 -5 -6 6 -8
leaf_value=0.00038010506812083492 -0.00029707228626297747 -0.00039618377209253849 -0.00027463015292101005 0.00041617460004955703 -0.00039312574297388969 0.00049404453411772934 -1.391261823904673e-05
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leaf_count=326 560 216 292 352 360 86 929
internal_value=0 3.26899e-05 -1.9891e-05 5.38855e-05 -4.80566e-05 7.04173e-05 0.00023122
internal_weight=0 0.00764331 0.00663857 0.00555036 0.00433154 0.00322447 0.00219945
internal_count=3121 2561 2235 2019 1667 1307 1015
is_linear=0
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Tree=7374
num_leaves=6
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split_feature=15 42 49 0 52
split_gain=1.20632e-05 2.93978e-05 3.48314e-05 2.93246e-05 3.80417e-05
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decision_type=2 2 2 2 2
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leaf_weight=0.0011462415487728181 0.0018846123358166791 0.0010002811852998297 0.001593593191027756 0.0012610101961339744 0.0010668166787569534
leaf_count=351 511 588 790 661 220
internal_value=0 -0.00165147 0.0010764 0.00644591 -0.000709057
internal_weight=0 0.00680631 0.00580603 0.00392142 0.00232783
internal_count=3121 2770 2182 1671 881
is_linear=0
shrinkage=0.1


Tree=7375
num_leaves=8
num_cat=0
split_feature=50 15 16 2 43 13 0
split_gain=2.40155e-05 3.53019e-05 3.95863e-05 3.64995e-05 4.36426e-05 6.03318e-05 4.17147e-05
threshold=0.088425000000000017 -0.15026499999999995 -0.36241499999999999 0.10644500000000001 -0.074359999999999996 0.0036400000000000004 -0.11756999999999999
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 3 -5 6 -7 -8
leaf_value=0.00037704714739626304 -0.00028738531443699025 -0.00036078048588293301 0.0005127238108622263 0.00034729830327218992 8.2923891027237621e-05 -0.00016360004178742217 -0.00044627740941116699
leaf_weight=0.0010029771606780659 0.0010113271392030729 0.001082065097100386 0.0010162001297061908 0.0012297458730104599 0.0010072396986027976 0.0010122204399909455 0.0013273424880288734
leaf_count=326 560 216 519 352 100 164 884
internal_value=0 3.40544e-05 -1.74847e-05 4.89349e-05 -3.51611e-05 0.000175225 -0.000217957
internal_weight=0 0.00767779 0.00667481 0.00559275 0.004363 0.00202842 0.00233458
internal_count=3121 2561 2235 2019 1667 683 984
is_linear=0
shrinkage=0.00196078


Tree=7376
num_leaves=6
num_cat=0
split_feature=0 3 4 2 4
split_gain=1.30279e-05 2.99957e-05 4.65163e-05 2.90623e-05 2.57819e-05
threshold=-0.062294999999999996 0.090900000000000009 0.053180000000000012 0.10097500000000002 0.056795000000000005
decision_type=2 2 2 2 2
left_child=1 2 -1 -2 -3
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leaf_value=-0.020978273448563182 0.013371076491346286 0.017519387411246135 0.0036053531102039661 -0.0078953542260364849 -0.0045998532514369165
leaf_weight=0.0016175322068344028 0.0017375171903236553 0.0010290836923978405 0.0014684146699374242 0.0010197358134684973 0.0010799658401168324
leaf_count=1863 270 119 404 325 140
internal_value=0 -0.00299859 -0.00928042 0.00550595 0.00619295
internal_weight=0 0.005195 0.00308595 0.00275725 0.00210905
internal_count=3121 2526 2267 595 259
is_linear=0
shrinkage=0.1


Tree=7377
num_leaves=8
num_cat=0
split_feature=48 4 13 3 0 0 4
split_gain=7.30796e-05 6.77712e-05 5.5966e-05 8.71597e-05 4.8108e-05 6.08028e-05 2.72035e-05
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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=-0.00065382100273204632 -0.00049766219226079068 0.00053145243576841936 0.00036520733007611286 0.00026264196921802277 0.00047410733640978765 -0.00020659704983946268 -0.00019339678839102274
leaf_weight=0.0010894059377536784 0.0010171468405242691 0.0010241754782930445 0.0011476286293026353 0.001006532871981599 0.0011887743779191145 0.0018964631640876232 0.0010050635007503687
leaf_count=894 114 278 99 394 217 921 204
internal_value=0 5.89769e-05 -7.00441e-06 -0.000207125 0.000139604 8.97433e-06 3.47891e-05
internal_weight=0 0.00835804 0.00733387 0.003101 0.00423287 0.00304409 0.0020116
internal_count=3121 3007 2729 1492 1237 1020 598
is_linear=0
shrinkage=0.00196078


Tree=7378
num_leaves=5
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split_feature=49 43 12 1
split_gain=1.20605e-05 2.05915e-05 2.98446e-05 4.00714e-05
threshold=-0.047584999999999995 -0.17390999999999998 0.090840000000000018 0.094465000000000007
decision_type=2 2 2 2
left_child=-1 -2 3 -3
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leaf_value=0.0072082070246989455 0.010404526551947083 -0.011127718723182869 -0.016518691950666711 0.010079017272302482
leaf_weight=0.0017793202943293777 0.0010807773432369673 0.001668613799482926 0.001522339302166823 0.0019120097064579792
leaf_count=403 177 1218 909 414
internal_value=0 -0.00213443 -0.00479011 0.000196422
internal_weight=0 0.00618374 0.00510296 0.00358062
internal_count=3121 2718 2541 1632
is_linear=0
shrinkage=0.1


Tree=7379
num_leaves=6
num_cat=0
split_feature=0 15 16 16 1
split_gain=1.30427e-05 2.07428e-05 7.07299e-05 3.97837e-05 2.32722e-05
threshold=-1.0000000180025095e-35 -0.016799999999999995 -0.056919999999999991 -0.008904999999999998 0.10752500000000002
decision_type=2 2 2 2 2
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leaf_value=-0.006374489902986941 0.0077374385838864723 -0.0077642759159715835 -0.02547016881523112 0.01867846591118864 0.012313672181439184
leaf_weight=0.0013482406902376321 0.0016954575025152846 0.0011372662745643563 0.0013161998183902402 0.0011386310248419037 0.0013175215123597077
leaf_count=434 325 1046 685 377 254
internal_value=0 -0.00215039 -0.00650299 0.00546502 0.00286191
internal_weight=0 0.00625786 0.00398196 0.0022759 0.00266576
internal_count=3121 2796 1373 1423 688
is_linear=0
shrinkage=0.1


Tree=7380
num_leaves=7
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split_feature=11 2 48 15 3 15
split_gain=4.05894e-05 3.77516e-05 6.85166e-05 6.71791e-05 5.53605e-05 1.85328e-05
threshold=1.0000000180025095e-35 0.116525 0.088965000000000002 -0.016799999999999995 -0.0087149999999999988 -0.10091499999999999
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 4 -6 -7
leaf_value=-0.0001966246592777835 -0.00037900992219219259 0.00032741592759301039 0.00041123442553783735 -0.00015050844113659683 0.00037178872470215485 -0.00056320005670679521
leaf_weight=0.0010119825701659559 0.0010107322845024471 0.0014238300911693768 0.0011413684377219848 0.0019380769454866672 0.0013060055356989048 0.0011138673783805432
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internal_value=0 3.81978e-05 -2.50456e-05 -0.000117776 5.97584e-05 -0.000388697
internal_weight=0 0.00793513 0.0065113 0.00536993 0.00324408 0.00212585
internal_count=3121 2877 2481 2175 1370 805
is_linear=0
shrinkage=0.00196078


Tree=7381
num_leaves=5
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split_feature=52 52 43 2
split_gain=1.27452e-05 2.79326e-05 2.25541e-05 5.22007e-05
threshold=-0.081429999999999989 -0.0064899999999999992 -0.0037449999999999996 0.10613000000000002
decision_type=2 2 2 2
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leaf_weight=0.0019035361083889991 0.0011059271409723237 0.0018479414701937803 0.0016910162174057738 0.0014067113329774554
leaf_count=771 438 1126 570 216
internal_value=0 -0.00229043 0.000922277 0.0061381
internal_weight=0 0.0060516 0.00494567 0.00309773
internal_count=3121 2350 1912 786
is_linear=0
shrinkage=0.1


Tree=7382
num_leaves=7
num_cat=0
split_feature=484 49 0 16 52 0
split_gain=1.26267e-05 2.21641e-05 3.91922e-05 9.06473e-05 5.30908e-05 2.34838e-05
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decision_type=2 2 2 2 2 2
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leaf_weight=0.001060920418100679 0.0010360343045122018 0.0010011862401022725 0.0014707857953107531 0.0010877706731856982 0.0011018894152463304 0.0011855809729436691
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internal_weight=0 0.00690813 0.00584721 0.00366045 0.00218966 0.00218677
internal_count=3121 2727 2514 2130 969 384
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shrinkage=0.1


Tree=7383
num_leaves=6
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split_feature=52 12 13 16 3
split_gain=1.61609e-05 3.83957e-05 2.89602e-05 4.15081e-05 3.61026e-05
threshold=0.11434500000000002 0.095110000000000014 -0.084034999999999985 -0.073849999999999985 -0.015584999999999998
decision_type=2 2 2 2 2
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internal_value=0 3.05525e-05 -4.91216e-05 -0.000134773 2.15333e-05
internal_weight=0 0.00728716 0.00554846 0.0040631 0.00250494
internal_count=3121 2620 2062 1365 720
is_linear=0
shrinkage=0.00196078


Tree=7384
num_leaves=7
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split_feature=50 484 43 43 48 13
split_gain=2.48745e-05 2.7291e-05 2.92656e-05 5.45199e-05 3.45878e-05 2.55342e-05
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decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 4 -6 -7
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internal_weight=0 0.00757586 0.00655124 0.00514907 0.0038965 0.00235817
internal_count=3121 2561 2219 2007 817 641
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shrinkage=0.00196078


Tree=7385
num_leaves=6
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split_feature=52 15 43 12 1
split_gain=1.40574e-05 3.40711e-05 3.24695e-05 5.36046e-05 5.49002e-05
threshold=-0.046924999999999988 -0.053579999999999996 -0.14968999999999996 0.090840000000000018 0.094385000000000011
decision_type=2 2 2 2 2
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leaf_weight=0.0013084826032530583 0.0010073682966769415 0.0013458247464141612 0.0013075389831404848 0.0012263551440453093 0.0017473045074426711
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internal_value=0 0.00589302 -0.00302557 -0.00682642 0.000263353
internal_weight=0 0.00265431 0.00528857 0.0042812 0.00305484
internal_count=3121 953 2168 1984 1324
is_linear=0
shrinkage=0.1


Tree=7386
num_leaves=6
num_cat=0
split_feature=0 47 1 43 13
split_gain=1.35941e-05 3.38007e-05 4.25892e-05 2.8965e-05 2.11008e-05
threshold=-0.062294999999999996 0.092530000000000015 0.094385000000000011 -0.090299999999999991 -0.0034749999999999994
decision_type=2 2 2 2 2
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leaf_count=1376 114 265 447 481 438
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internal_weight=0 0.00517686 0.00399382 0.00274805 0.00207136
internal_count=3121 2526 2261 595 1814
is_linear=0
shrinkage=0.1


Tree=7387
num_leaves=7
num_cat=0
split_feature=50 15 16 2 0 43
split_gain=2.86028e-05 3.17983e-05 4.33799e-05 4.01563e-05 5.22397e-05 0.000101389
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decision_type=2 2 2 2 2 2
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leaf_weight=0.0010082335763596916 0.0010036344195405531 0.0010505924355406881 0.0011928784683011015 0.0012103636142951528 0.0016419236031007256 0.0014315937438531788
leaf_count=350 560 212 600 352 207 840
internal_value=0 3.98122e-05 -1.02472e-05 5.9763e-05 -2.96648e-05 0.00014195
internal_weight=0 0.00753559 0.00652735 0.00547676 0.0042664 0.00262447
internal_count=3121 2561 2211 1999 1647 1440
is_linear=0
shrinkage=0.00196078


Tree=7388
num_leaves=6
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split_feature=52 12 1 48 3
split_gain=1.44344e-05 3.46638e-05 2.88768e-05 6.0391e-05 1.78925e-05
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decision_type=2 2 2 2 2
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leaf_count=1109 501 558 294 329 330
internal_value=0 0.00167082 -0.00231163 0.00201131 -0.00653116
internal_weight=0 0.00682783 0.00520257 0.00389213 0.00264716
internal_count=3121 2620 2062 1768 1439
is_linear=0
shrinkage=0.1


Tree=7389
num_leaves=6
num_cat=0
split_feature=43 3 2 16 4
split_gain=1.25556e-05 4.23544e-05 3.14532e-05 2.96196e-05 4.39077e-05
threshold=-0.04890499999999999 -0.077774999999999983 0.089885000000000007 -0.065229999999999996 0.16173500000000005
decision_type=2 2 2 2 2
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leaf_value=-0.0049378910627009241 -0.015434209632603835 0.019766569675846089 0.024654198127287266 -0.0088117871093016803 -0.0042711809974033486
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leaf_count=960 856 495 258 377 175
internal_value=0 0.00525424 -0.00303654 0.0019928 0.00963184
internal_weight=0 0.00286349 0.00504446 0.00358866 0.00210229
internal_count=3121 1455 1666 810 433
is_linear=0
shrinkage=0.1


Tree=7390
num_leaves=7
num_cat=0
split_feature=157 160 16 16 151 1
split_gain=2.54231e-05 8.2006e-05 5.03574e-05 6.78078e-05 4.02121e-05 9.06088e-05
threshold=-0.06266999999999999 -1.0000000180025095e-35 -0.073404999999999984 0.38525000000000004 -0.0033899999999999994 0.099660000000000012
decision_type=2 2 2 2 2 2
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leaf_weight=0.0010351601082242137 0.0011849329772713546 0.0011252410267953302 0.0019550680249190125 0.001061749848849471 0.001273748566422251 0.001283010416596233
leaf_count=460 654 152 594 226 828 207
internal_value=0 -3.81456e-05 4.59617e-05 -0.000141853 0.000199846 0.000335785
internal_weight=0 0.00788375 0.00669882 0.00301682 0.003682 0.00255676
internal_count=3121 2661 2007 820 1187 1035
is_linear=0
shrinkage=0.00196078


Tree=7391
num_leaves=7
num_cat=0
split_feature=131 13 160 16 2 4
split_gain=1.80918e-05 4.1589e-05 3.7477e-05 3.89866e-05 3.66927e-05 1.76527e-05
threshold=0.078765000000000016 -0.076384999999999995 -0.080719999999999986 -0.018494999999999998 0.10005000000000001 0.033845000000000007
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 -5 -6 -7
leaf_value=1.2614310777872407e-05 -0.00024815701939544216 0.00026357468251149343 0.00019905628121432581 -0.00037846371587326887 0.00050971508265340972 -0.00013861430018180404
leaf_weight=0.0011971900081605476 0.0010259847874864872 0.0010471227077556867 0.0010536350855450179 0.0017093241610529192 0.0010912616397044141 0.0013681131612796457
leaf_count=809 516 247 569 503 251 226
internal_value=0 2.9532e-05 -6.77513e-05 -0.000151734 0.00024966 8.29675e-06
internal_weight=0 0.00746665 0.0051782 0.00413107 0.00228845 0.00242175
internal_count=3121 2605 1545 1298 1060 795
is_linear=0
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Tree=7392
num_leaves=7
num_cat=0
split_feature=4 150 43 13 1 0
split_gain=1.2641e-05 2.28306e-05 2.45245e-05 6.0288e-05 3.97007e-05 2.584e-05
threshold=0.27044500000000005 0.087170000000000011 -0.074359999999999996 -0.0030199999999999997 0.095695000000000016 -0.084144999999999984
decision_type=2 2 2 2 2 2
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right_child=-2 -3 4 -5 -6 -7
leaf_value=0.026040436577061468 0.0086588991244093815 -0.015320481498903594 0.013536471007106086 -0.0067503106542047692 -0.020791868103229028 -0.0082461969131939344
leaf_weight=0.0010629860747101135 0.0013815089539045908 0.001057657258417246 0.0011102948924919124 0.0011865943255706423 0.0010534615849837154 0.0010688545073966067
leaf_count=669 365 258 555 306 295 673
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internal_weight=0 0.00653985 0.00548219 0.00224958 0.00323261 0.00217915
internal_count=3121 2756 2498 975 1523 1228
is_linear=0
shrinkage=0.1


Tree=7393
num_leaves=7
num_cat=0
split_feature=50 484 43 43 48 1
split_gain=4.73145e-05 4.59138e-05 4.23134e-05 7.24329e-05 5.20061e-05 4.15351e-05
threshold=0.088425000000000017 0.084040000000000017 -0.14968999999999996 -0.00067499999999999993 0.085875000000000021 0.077565000000000009
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_count=212 560 323 1198 298 169 361
internal_value=0 4.5901e-05 -8.8454e-06 -8.56952e-05 3.76867e-05 0.000197229
internal_weight=0 0.00821466 0.00720916 0.00571377 0.00435387 0.00280125
internal_count=3121 2561 2238 2026 828 659
is_linear=0
shrinkage=0.00196078


Tree=7394
num_leaves=6
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split_feature=1 16 52 3 0
split_gain=1.45464e-05 3.02298e-05 2.35885e-05 0.000109477 4.46199e-05
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decision_type=2 2 2 2 2
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leaf_weight=0.0014558456277670481 0.001323361868655409 0.0013960819752627228 0.0010218273404812104 0.0010281169501888988 0.0017019704342512026
leaf_count=935 305 243 493 138 1007
internal_value=0 0.00589552 -0.00312793 0.000197263 -0.00903043
internal_weight=0 0.00271944 0.00520776 0.00418593 0.00315782
internal_count=3121 548 2573 2080 1942
is_linear=0
shrinkage=0.1


Tree=7395
num_leaves=8
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split_feature=484 160 52 49 2 52 0
split_gain=2.62355e-05 5.15386e-05 5.48241e-05 4.47076e-05 6.02834e-05 6.00439e-05 3.42319e-05
threshold=0.084040000000000017 -1.0000000180025095e-35 0.10347000000000002 -0.080859999999999987 0.10613000000000002 -1.0000000180025095e-35 -0.084269999999999984
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
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leaf_weight=0.0011177167697730798 0.0010118499849347115 0.0010049954271576025 0.0010250745006253588 0.0010231261537757301 0.0014337642119651092 0.0012711858071647033 0.0010166857428757304
leaf_count=632 368 168 203 407 394 442 507
internal_value=0 -3.45332e-05 2.9825e-05 -4.46515e-05 -0.000124225 2.12136e-05 0.00019779
internal_weight=0 0.00789255 0.00677483 0.00574976 0.00474476 0.003311 0.00228787
internal_count=3121 2753 2121 1918 1750 1356 949
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Tree=7396
num_leaves=6
num_cat=0
split_feature=0 47 1 4 16
split_gain=1.45865e-05 2.85075e-05 3.99523e-05 2.41968e-05 1.20525e-05
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decision_type=2 2 2 2 2
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leaf_value=-0.00090320316965907628 -0.0046290352916564413 -0.01680190336221386 0.011255742804436522 0.014231464285568429 -0.01619273180288194
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leaf_count=561 227 265 447 368 1253
internal_value=0 -0.0031574 0.000884996 0.00585181 -0.00877693
internal_weight=0 0.00516847 0.0039872 0.00275509 0.00206414
internal_count=3121 2526 2261 595 1814
is_linear=0
shrinkage=0.1


Tree=7397
num_leaves=6
num_cat=0
split_feature=0 13 49 47 1
split_gain=1.33486e-05 1.93099e-05 3.26637e-05 4.62614e-05 4.46158e-05
threshold=-1.0000000180025095e-35 -0.084034999999999985 -0.054984999999999992 0.092530000000000015 0.095285000000000022
decision_type=2 2 2 2 2
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leaf_weight=0.0017551404033891655 0.0016952348069652519 0.0010624513454805468 0.0011113126956808499 0.001201241694971994 0.0010868512286463629
leaf_count=867 325 193 1268 211 257
internal_value=0 -0.00216739 -0.0056628 -0.000879502 0.00774419
internal_weight=0 0.006217 0.00446186 0.00339941 0.00219816
internal_count=3121 2796 1929 1736 1525
is_linear=0
shrinkage=0.1


Tree=7398
num_leaves=6
num_cat=0
split_feature=52 0 4 0 2
split_gain=1.18712e-05 2.95109e-05 3.52313e-05 2.71686e-05 4.74646e-05
threshold=0.11434500000000002 -0.077999999999999986 -0.35136499999999998 -0.10607499999999999 0.11215000000000001
decision_type=2 2 2 2 2
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leaf_count=314 501 202 681 1269 154
internal_value=0 0.00153666 0.00958473 -0.0038554 0.000907824
internal_weight=0 0.00680043 0.00272827 0.00407216 0.00303878
internal_count=3121 2620 883 1737 468
is_linear=0
shrinkage=0.1


Tree=7399
num_leaves=7
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split_feature=52 4 15 15 3 13
split_gain=2.03371e-05 0.000104895 7.79714e-05 9.45478e-05 5.61574e-05 4.45962e-05
threshold=0.10744000000000002 -0.35136499999999998 -0.016799999999999995 1.0000000180025095e-35 0.097915000000000016 -0.0095349999999999983
decision_type=2 2 2 2 2 2
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leaf_value=-0.00062360245792363956 0.00021104829345607625 -0.00025787925595707837 0.00077007181690368586 1.1013413861283674e-05 -0.00045188305707446677 0.00028254191348740196
leaf_weight=0.0010286141023320653 0.0014547887645189701 0.0010340481369087019 0.0010377075125520556 0.0016093347027622252 0.0013446181781906646 0.0013581627842744271
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internal_value=0 -4.25154e-05 5.11135e-05 0.000308584 -0.00013127 4.89415e-05
internal_weight=0 0.00741249 0.00638387 0.00264704 0.00373683 0.00239221
internal_count=3121 2568 2370 1181 1189 1026
is_linear=0
shrinkage=0.00196078


Tree=7400
num_leaves=7
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split_feature=50 484 43 43 48 2
split_gain=3.04847e-05 2.58227e-05 2.48612e-05 6.59493e-05 4.57032e-05 2.86284e-05
threshold=0.088425000000000017 0.073690000000000019 -0.14968999999999996 -0.00067499999999999993 0.085875000000000021 0.092365000000000017
decision_type=2 2 2 2 2 2
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leaf_value=0.00022608867826743963 -0.00031977152842951119 0.00032776982930262597 -0.00045758034361316572 0.00044605626332733104 -0.00022308548480281373 2.6521070231101695e-05
leaf_weight=0.0014115657485990743 0.0010248440730120005 0.0010386030694753898 0.0012615474003699273 0.0011396314870625655 0.0014276211262597852 0.0013857347239122513
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internal_count=3121 2561 2219 2007 817 650
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Tree=7401
num_leaves=6
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split_feature=3 51 0 0 0
split_gain=1.31872e-05 2.61961e-05 2.78308e-05 4.8829e-05 2.55907e-05
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decision_type=2 2 2 2 2
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internal_value=0 -0.00175385 0.000912157 -0.00279222 0.0050076
internal_weight=0 0.00670476 0.00567279 0.00443289 0.00285568
internal_count=3121 2929 2546 2413 1387
is_linear=0
shrinkage=0.1


Tree=7402
num_leaves=6
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split_feature=1 48 0 43 0
split_gain=1.13372e-05 3.80154e-05 5.8695e-05 4.16122e-05 2.11517e-05
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decision_type=2 2 2 2 2
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internal_weight=0 0.00546296 0.00394004 0.00277068 0.00243799
internal_count=3121 2624 2178 1892 497
is_linear=0
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Tree=7403
num_leaves=7
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split_feature=484 1 12 151 2 16
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decision_type=2 2 2 2 2 2
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Tree=7404
num_leaves=7
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split_feature=50 52 457 3 0 0
split_gain=3.37348e-05 3.40621e-05 3.58908e-05 4.42919e-05 2.80164e-05 5.17652e-05
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decision_type=2 2 2 2 2 2
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internal_count=3121 2561 2095 1875 1168 333
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Tree=7405
num_leaves=6
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split_feature=43 0 52 16 0
split_gain=1.12968e-05 3.40298e-05 2.25542e-05 5.49565e-05 2.65094e-05
threshold=-0.04890499999999999 -0.053834999999999994 -0.069804999999999992 -0.008904999999999998 -0.10474999999999998
decision_type=2 2 2 2 2
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internal_weight=0 0.00286906 0.00501095 0.00377281 0.00271925
internal_count=3121 1455 1666 1307 1142
is_linear=0
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Tree=7406
num_leaves=6
num_cat=0
split_feature=50 3 0 43 3
split_gain=1.1577e-05 2.389e-05 4.47535e-05 4.15623e-05 5.8062e-05
threshold=0.079410000000000008 -0.12018999999999998 -0.053834999999999994 -0.063379999999999978 0.090900000000000009
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=0.013074736504890891 -0.0096910567681626775 0.020210779170671163 -0.016565008151868284 -0.021239339322232754 0.008528974317311944
leaf_weight=0.0014133311144945131 0.0010690355281636763 0.0011278640369551006 0.0014480145415994988 0.0010417689227933333 0.0017658085273860209
leaf_count=293 609 863 298 842 216
internal_value=0 0.00150389 -0.00153383 0.00399677 -0.00251674
internal_weight=0 0.00679679 0.00538346 0.00393544 0.00280758
internal_count=3121 2512 2219 1921 1058
is_linear=0
shrinkage=0.1


Tree=7407
num_leaves=5
num_cat=0
split_feature=42 49 15 12
split_gain=1.0814e-05 2.24121e-05 2.59414e-05 4.59627e-05
threshold=0.091735000000000025 -0.00064499999999999985 -0.037864999999999989 0.051320000000000005
decision_type=2 2 2 2
left_child=1 -1 -3 -4
right_child=-2 2 3 -5
leaf_value=-0.0075877094768836669 -0.009024548492783847 -0.0036955380880939782 0.028055385741665363 0.0016120747883748843
leaf_weight=0.0019282189107862821 0.0011391617435105887 0.0019490949861854928 0.001037002684095731 0.0017952585408009172
leaf_count=571 667 770 160 953
internal_value=0 0.00151334 0.0051836 0.011294
internal_weight=0 0.00670958 0.00478136 0.00283226
internal_count=3121 2454 1883 1113
is_linear=0
shrinkage=0.1


Tree=7408
num_leaves=6
num_cat=0
split_feature=1 4 15 3 12
split_gain=1.16379e-05 2.86032e-05 2.31596e-05 3.65514e-05 3.74428e-05
threshold=0.077565000000000009 -0.17966999999999997 1.0000000180025095e-35 0.10893000000000001 0.083370000000000014
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=0.0043237812028859386 0.020533694887396172 -0.018251496435156136 -0.010827886246610472 -0.0082595705436172649 -0.0015343612437342113
leaf_weight=0.0012191748735464235 0.0018622167156411161 0.0010399925605087956 0.0010647751493432205 0.0013430944045062457 0.0013094958740269788
leaf_count=78 444 1558 433 208 400
internal_value=0 -0.0060686 0.00243859 0.00556736 0.0114225
internal_weight=0 0.00225917 0.00557958 0.00451481 0.00317171
internal_count=3121 1636 1485 1052 844
is_linear=0
shrinkage=0.1


Tree=7409
num_leaves=7
num_cat=0
split_feature=50 484 52 2 48 43
split_gain=2.34944e-05 3.29339e-05 2.69707e-05 3.82773e-05 4.94282e-05 4.02533e-05
threshold=0.088425000000000017 0.073690000000000019 -0.085984999999999992 0.11389000000000002 0.081275000000000014 -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=-0.00027420645698932083 -0.00028374174713373889 0.00035367038732268851 -0.00025033921856788989 -0.0002653996239814578 0.00047852772040577672 0.00020750313594630239
leaf_weight=0.0012853833478658023 0.0010269640994987417 0.0010556810193592418 0.0013557939832286171 0.0012033795972770985 0.0011438969261734992 0.0016210084970766816
leaf_count=531 560 342 820 264 244 360
internal_value=0 3.20762e-05 -1.92897e-05 4.22544e-05 0.000132099 -1.02259e-06
internal_weight=0 0.00766514 0.00660946 0.00532408 0.0041207 0.0029768
internal_count=3121 2561 2219 1688 1424 1180
is_linear=0
shrinkage=0.00196078


Tree=7410
num_leaves=6
num_cat=0
split_feature=3 51 0 3 42
split_gain=1.21775e-05 2.10459e-05 2.60306e-05 3.41509e-05 2.77267e-05
threshold=0.13524500000000003 0.086685000000000012 -0.17169499999999996 -0.016324999999999996 0.075730000000000006
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=0.01360904694260867 0.0092064195329788576 -0.014870070541903266 0.013482274777191224 -0.016469998592624432 -0.0056170416113862816
leaf_weight=0.0012230439123422183 0.001210581459907027 0.0010257186054147202 0.0013652239694216476 0.0013017974156338775 0.0017147880607950262
leaf_count=133 192 383 887 313 1213
internal_value=0 -0.00170036 0.000709769 -0.00289066 0.00284878
internal_weight=0 0.00663057 0.00560485 0.00438181 0.00308001
internal_count=3121 2929 2546 2413 2100
is_linear=0
shrinkage=0.1


Tree=7411
num_leaves=6
num_cat=0
split_feature=11 13 49 12 16
split_gain=3.03413e-05 3.62046e-05 3.33652e-05 6.18533e-05 0.000100269
threshold=1.0000000180025095e-35 -0.091054999999999983 -0.054984999999999992 0.051320000000000005 -0.074319999999999983
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.00026890519411683226 -0.00032670141653183218 -0.00031730848402515945 -0.00025330455555047003 -0.00029887062549808314 0.00046426638706330498
leaf_weight=0.0019318300780096455 0.0010006966130949478 0.001303112767037303 0.0012093884282358257 0.0014413893585467213 0.0019653537390380647
leaf_count=396 244 258 219 1728 276
internal_value=0 3.58302e-05 -4.02372e-05 3.79788e-05 0.000190914
internal_weight=0 0.00785107 0.00591924 0.00461613 0.00317474
internal_count=3121 2877 2481 2223 495
is_linear=0
shrinkage=0.00196078


Tree=7412
num_leaves=7
num_cat=0
split_feature=50 52 457 3 0 0
split_gain=2.0764e-05 2.88505e-05 4.03287e-05 3.86627e-05 4.02301e-05 5.93237e-05
threshold=0.088425000000000017 -0.12005499999999998 0.080930000000000016 -0.083924999999999986 -0.10011499999999998 -0.15202999999999997
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=-0.00027831120229189753 -0.00027313240170126604 0.00023196113207358122 0.00042867062661735449 -0.00025640421893179631 -0.00038704514443800434 0.00038443926988753694
leaf_weight=0.0010356299181615734 0.0010156051441826668 0.0019040313310325929 0.0010363028185263893 0.0011777020873910997 0.0013112797590934984 0.0010509912252206839
leaf_count=466 560 707 220 116 835 217
internal_value=0 2.55745e-05 7.41391e-05 6.6516e-06 -0.000114535 4.58002e-05
internal_weight=0 0.00751594 0.00648031 0.005444 0.00353997 0.00222869
internal_count=3121 2561 2095 1875 1168 333
is_linear=0
shrinkage=0.00196078


Tree=7413
num_leaves=6
num_cat=0
split_feature=49 43 12 52 1
split_gain=1.14679e-05 1.9929e-05 3.10591e-05 3.92353e-05 3.90939e-05
threshold=-0.047584999999999995 -0.17390999999999998 0.090840000000000018 -0.0064899999999999992 0.10508500000000001
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=0.0070963462022119493 0.010297058956130273 -0.015435877777681201 -0.016722663661856041 -0.0033362554678843556 0.022289042706948717
leaf_weight=0.0017548732624725798 0.001072966906318867 0.0010810780449590032 0.0015082889856603571 0.0014150172613913998 0.0010277646239394056
leaf_count=403 177 587 909 817 228
internal_value=0 -0.00207606 -0.00471428 0.000425568 0.00744521
internal_weight=0 0.00610512 0.00503215 0.00352386 0.00244278
internal_count=3121 2718 2541 1632 1045
is_linear=0
shrinkage=0.1


Tree=7414
num_leaves=6
num_cat=0
split_feature=52 13 43 1 13
split_gain=1.20927e-05 3.17789e-05 3.09259e-05 3.99609e-05 3.50138e-05
threshold=0.11434500000000002 -0.094514999999999988 -0.04890499999999999 0.10612500000000001 -0.0034749999999999994
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -3
right_child=-2 2 3 -5 -6
leaf_value=0.012952103536676593 -0.0098001324029876116 0.01992619214759174 -0.00027014877560726369 -0.025101530304256155 -0.005377752867431084
leaf_weight=0.0017953226884971979 0.0010898307032050584 0.0010129995226721763 0.001720311486200964 0.0010398102264851674 0.0011883400911840527
leaf_count=318 501 788 1028 162 324
internal_value=0 0.00155137 -0.00257403 -0.00962478 0.00626647
internal_weight=0 0.00675678 0.00496146 0.00276012 0.00220134
internal_count=3121 2620 2302 1190 1112
is_linear=0
shrinkage=0.1


Tree=7415
num_leaves=6
num_cat=0
split_feature=50 1 47 0 3
split_gain=2.41417e-05 2.51815e-05 6.03023e-05 5.65235e-05 3.41651e-05
threshold=0.088425000000000017 0.077565000000000009 0.077555000000000013 -0.15202999999999997 -0.055119999999999995
decision_type=2 2 2 2 2
left_child=1 4 3 -3 -1
right_child=-2 2 -4 -5 -6
leaf_value=-0.00034328668157318428 -0.00029192472258250467 8.2620047625062766e-06 -0.00016589975715333369 0.00052437173587502946 0.0001158923382052872
leaf_weight=0.0013650217321933876 0.0010294247387633224 0.0016171609993041343 0.0019684305061170851 0.0016464567582189081 0.0011460208189410237
leaf_count=1300 560 175 249 702 135
internal_value=0 2.7686e-05 0.000105151 0.000268633 -0.000133721
internal_weight=0 0.00774309 0.00523205 0.00326362 0.00251104
internal_count=3121 2561 1126 877 1435
is_linear=0
shrinkage=0.00196078


Tree=7416
num_leaves=6
num_cat=0
split_feature=4 2 2 42 0
split_gain=1.16686e-05 2.08048e-05 3.68827e-05 3.17087e-05 1.97058e-05
threshold=0.24564500000000003 0.10981000000000002 0.092875000000000013 0.085465000000000013 -0.10151999999999999
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.0027514363264450666 0.0069092257327162555 0.0083457712875665037 -0.020000939391554531 0.014456668713011857 -0.015946315626100702
leaf_weight=0.0011278153192313713 0.0018510936514847046 0.0014315064729919467 0.0012635565540823563 0.0010483525474837274 0.0011268101700030756
leaf_count=153 426 377 527 734 904
internal_value=0 -0.0021732 -0.00547067 8.78985e-05 -0.00659327
internal_weight=0 0.00599804 0.00456653 0.00330298 0.00225463
internal_count=3121 2695 2318 1791 1057
is_linear=0
shrinkage=0.1


Tree=7417
num_leaves=6
num_cat=0
split_feature=16 1 150 16 13
split_gain=1.08315e-05 4.66558e-05 3.30776e-05 5.70209e-05 3.22473e-05
threshold=0.38525000000000004 0.077565000000000009 0.080470000000000014 -0.36241499999999999 -0.0025349999999999995
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.014937709419708607 0.0092211523255067828 -0.021189597377801742 0.018196827819827992 0.020432822259672995 -0.002097651581047973
leaf_weight=0.0018729644288736809 0.0010898913332303695 0.0010165904451063528 0.0011813106492930903 0.0010369215230587054 0.001639984491799949
leaf_count=1511 311 212 295 517 275
internal_value=0 -0.00152283 0.00363134 -0.00102722 0.00662971
internal_weight=0 0.00674777 0.00487481 0.0036935 0.00267691
internal_count=3121 2810 1299 1004 792
is_linear=0
shrinkage=0.1


Tree=7418
num_leaves=5
num_cat=0
split_feature=0 0 15 16
split_gain=1.18967e-05 2.55837e-05 4.24702e-05 3.98339e-05
threshold=-0.019414999999999998 -0.082974999999999979 -0.0063699999999999989 -0.090344999999999995
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=0.0035786688116833682 0.0067877951379565066 -0.013275975910223762 0.016732834067549905 -0.020477081523244893
leaf_weight=0.0019712756708137802 0.0019300659188865935 0.0015522443031888676 0.001309290432172205 0.0010577037485319722
leaf_count=466 365 1186 563 541
internal_value=0 -0.00225847 0.00168362 -0.00482147
internal_weight=0 0.00589051 0.00433827 0.00302898
internal_count=3121 2756 1570 1007
is_linear=0
shrinkage=0.1


Tree=7419
num_leaves=7
num_cat=0
split_feature=131 16 16 3 0 49
split_gain=2.32208e-05 4.10447e-05 6.54333e-05 4.80902e-05 3.79911e-05 2.89784e-05
threshold=0.078765000000000016 0.0065250000000000004 -0.056919999999999991 -0.013929999999999998 -0.11437499999999999 -0.0090649999999999984
decision_type=2 2 2 2 2 2
left_child=1 2 4 -3 5 -1
right_child=-2 3 -4 -5 -6 -7
leaf_value=0.00011753777714373867 -0.00027948984311454677 0.00052360071872517534 -0.0005150043910408527 -6.0316793034344485e-06 0.00027702382889942332 -0.00033397724763203955
leaf_weight=0.0010327104288922915 0.0010233234596745411 0.0011908854107875917 0.0010150086038561114 0.0014761175318660769 0.0015850507795949647 0.0011607607671565395
leaf_count=119 516 468 589 173 1080 176
internal_value=0 3.54831e-05 -7.29989e-05 0.000230463 4.57352e-05 -0.000121399
internal_weight=0 0.00746053 0.00479353 0.002667 0.00377852 0.00219347
internal_count=3121 2605 1964 641 1375 295
is_linear=0
shrinkage=0.00196078


Tree=7420
num_leaves=7
num_cat=0
split_feature=50 15 16 2 0 43
split_gain=3.21333e-05 4.02004e-05 4.24622e-05 4.3854e-05 5.34373e-05 8.09463e-05
threshold=0.088425000000000017 -0.15026499999999995 -0.36241499999999999 0.10644500000000001 -0.053834999999999994 -0.072864999999999985
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=0.00040365973111397574 -0.00032680117031394431 -0.00036295333076106318 0.00050634743771531352 0.00037878063105043614 -0.00030726168750826427 -0.0001714620420911687
leaf_weight=0.0010115487534032609 0.0010474538043739956 0.0011270813446816862 0.0012302795429367905 0.0012458674891469386 0.0017277591325856705 0.0015073374085564106
leaf_count=326 560 216 618 352 207 842
internal_value=0 3.88258e-05 -1.51417e-05 5.34969e-05 -3.72592e-05 0.000133144
internal_weight=0 0.00784987 0.00683832 0.00571124 0.00446538 0.00273762
internal_count=3121 2561 2235 2019 1667 1460
is_linear=0
shrinkage=0.00196078


Tree=7421
num_leaves=7
num_cat=0
split_feature=159 52 2 43 0 4
split_gain=1.14505e-05 3.38539e-05 3.74097e-05 4.10076e-05 2.32664e-05 2.06728e-05
threshold=0.076905000000000015 -0.0064899999999999992 0.10097500000000002 -0.0037449999999999996 -0.14001499999999997 0.0049200000000000008
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=-0.022530107426725964 0.0094183334365916631 -0.0031562982185414016 0.0036602240166429753 0.021902405598713565 -0.017524807294631704 -0.0022545374157033398
leaf_weight=0.0010105347701010563 0.0011024664328063887 0.0011629007350290746 0.0010290056933933917 0.0014895248796343366 0.0010447461543588539 0.0010009743465734505
leaf_count=665 527 861 119 510 287 152
internal_value=0 -0.00157518 0.00304922 0.0109159 -0.00701269 -0.0124405
internal_weight=0 0.00673769 0.00472618 0.00265243 0.00207375 0.00201151
internal_count=3121 2594 1777 1371 406 817
is_linear=0
shrinkage=0.1


Tree=7422
num_leaves=6
num_cat=0
split_feature=3 457 3 12 4
split_gain=1.15623e-05 1.97423e-05 4.86375e-05 4.66549e-05 6.92183e-05
threshold=0.13524500000000003 0.069910000000000014 0.088060000000000013 0.084100000000000022 0.09173000000000002
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.013471489748662814 0.0089668538276819997 0.010739656535611205 -0.021761595733789899 -0.022281283935322735 0.010732881173778727
leaf_weight=0.0017528849461724626 0.0012087268888778457 0.0010739250609839816 0.0012141089215783364 0.0014358908552412298 0.0011386891290978821
leaf_count=572 192 246 135 1771 205
internal_value=0 -0.00166963 -0.00407448 0.000887793 -0.00767973
internal_weight=0 0.0066155 0.00554157 0.00432746 0.00257458
internal_count=3121 2929 2683 2548 1976
is_linear=0
shrinkage=0.1


Tree=7423
num_leaves=7
num_cat=0
split_feature=1 42 133 16 0 1
split_gain=2.58302e-05 5.65634e-05 2.6576e-05 6.35642e-05 5.84847e-05 2.79713e-05
threshold=0.13146500000000003 0.091735000000000025 0.083950000000000011 0.0065250000000000004 -0.13843999999999998 0.10439500000000002
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=-0.00016800448422258079 0.00028853326796384967 -0.00046829312142710291 0.00027872857299923427 0.00030256865662637574 -0.00043308558324646354 0.0002859347366172841
leaf_weight=0.0010792306554000077 0.0010249128397227941 0.0010390749718156142 0.0012702431302113355 0.0015230502465254925 0.0017672312978184138 0.0010105748201923032
leaf_count=159 234 598 672 355 992 111
internal_value=0 -4.28422e-05 2.3632e-05 -3.65965e-05 -0.000170525 5.15086e-05
internal_weight=0 0.00768941 0.00665033 0.00538009 0.00385704 0.00208981
internal_count=3121 2887 2289 1617 1262 270
is_linear=0
shrinkage=0.00196078


Tree=7424
num_leaves=5
num_cat=0
split_feature=42 49 15 4
split_gain=1.17092e-05 2.35962e-05 2.19679e-05 3.68294e-05
threshold=0.091735000000000025 -0.00064499999999999985 -0.037864999999999989 -0.084369999999999987
decision_type=2 2 2 2
left_child=1 -1 -3 -4
right_child=-2 2 3 -5
leaf_value=-0.0078025263188751942 -0.0094249095873318103 -0.002815711465761447 0.0002018922283723762 0.023113084993294189
leaf_weight=0.0019178550370494299 0.0011338119619415284 0.0019539394674700358 0.0014908681822616535 0.0013253255257738533
leaf_count=571 667 770 509 604
internal_value=0 0.00156512 0.00533143 0.0109841
internal_weight=0 0.00668799 0.00477013 0.00281619
internal_count=3121 2454 1883 1113
is_linear=0
shrinkage=0.1


Tree=7425
num_leaves=7
num_cat=0
split_feature=484 160 52 49 4 1
split_gain=3.29258e-05 6.65113e-05 6.25894e-05 7.79818e-05 6.14908e-05 7.54959e-05
threshold=0.084040000000000017 -1.0000000180025095e-35 0.10347000000000002 -0.081404999999999991 0.0052350000000000009 0.10708500000000001
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=-0.00048783708867510418 0.00033177900050693698 0.00044522698601355429 0.00046769571097750459 -0.0004287085397430799 0.00040825030798664533 -0.000233551627218654
leaf_weight=0.0011180910496803179 0.0010081289325798515 0.0010059427712235834 0.0010532032190651384 0.0019084549307089756 0.0011752083848692641 0.0017599239479784176
leaf_count=632 368 160 203 1239 280 239
internal_value=0 -4.41874e-05 2.76741e-05 -5.15515e-05 -0.000154725 2.34218e-05
internal_weight=0 0.00802082 0.00690273 0.00584953 0.00484359 0.00293513
internal_count=3121 2753 2121 1918 1758 519
is_linear=0
shrinkage=0.00196078


Tree=7426
num_leaves=6
num_cat=0
split_feature=49 16 13 13 0
split_gain=1.79024e-05 3.03067e-05 3.74572e-05 4.7522e-05 3.59728e-05
threshold=-0.047584999999999995 0.38525000000000004 0.0076650000000000008 -0.13710499999999998 -0.10474999999999998
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
right_child=1 -3 -4 4 -6
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leaf_weight=0.0018834278594550384 0.0010590088248308709 0.0010455171275299104 0.0010701609706632196 0.0016422220232986682 0.0017552595604970714
leaf_count=403 190 300 350 237 1641
internal_value=0 -5.55818e-05 -0.000113495 -3.43919e-05 7.86532e-05
internal_weight=0 0.00657217 0.00552665 0.00445649 0.00339748
internal_count=3121 2718 2418 2068 1878
is_linear=0
shrinkage=0.00196078


Tree=7427
num_leaves=8
num_cat=0
split_feature=48 48 15 13 13 16 2
split_gain=6.17995e-05 0.000123464 6.73159e-05 5.58773e-05 7.69855e-05 4.55554e-05 2.7099e-05
threshold=0.11951500000000001 0.093265000000000015 -0.10653 -0.095304999999999987 -0.033284999999999988 0.0057500000000000008 0.086285000000000014
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=0.00036207545897081649 -0.00046166252272515862 0.00069682185084266642 0.00021424120085438361 -0.00069611698983093584 -3.5545350844907833e-05 0.00017610673057843337 -0.00046944231032358653
leaf_weight=0.0013433114306107136 0.0010143306865517303 0.0010021730846535458 0.0014523731057593343 0.0010418738089796285 0.0010277099666383884 0.001463995898481279 0.0011990835817394395
leaf_count=375 114 239 196 1127 373 311 386
internal_value=0 5.02897e-05 -3.57767e-05 -0.000122185 -0.000225429 -9.25578e-05 -0.00026919
internal_weight=0 0.00853052 0.00752835 0.00618504 0.00473266 0.00369079 0.00222679
internal_count=3121 3007 2768 2393 2197 1070 759
is_linear=0
shrinkage=0.00196078


Tree=7428
num_leaves=6
num_cat=0
split_feature=13 15 16 52 2
split_gain=1.26051e-05 2.03994e-05 3.75474e-05 6.48849e-05 3.55288e-05
threshold=-0.23438999999999996 -0.15914499999999995 -0.18708499999999997 1.0000000180025095e-35 0.084245000000000014
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
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leaf_value=0.010450475558207946 0.011541802779753871 -0.017242130571772162 0.004183390110300572 0.019780009661143665 -0.01746562651792068
leaf_weight=0.0010008462914946224 0.0010130127973161287 0.0015384951790876735 0.0014643509968059536 0.0012855387380630336 0.0015716871505417529
leaf_count=169 291 250 526 943 942
internal_value=0 -0.00156138 -0.00382649 0.000949519 -0.00702381
internal_weight=0 0.00687308 0.00586007 0.00432158 0.00303604
internal_count=3121 2952 2661 2411 1468
is_linear=0
shrinkage=0.1


Tree=7429
num_leaves=7
num_cat=0
split_feature=131 13 47 4 16 3
split_gain=2.52381e-05 3.85087e-05 5.32672e-05 6.12982e-05 3.47686e-05 4.09235e-05
threshold=0.078765000000000016 -0.23438999999999996 0.10621500000000002 0.24564500000000003 0.0047850000000000011 -0.0087149999999999988
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=0.0003878070198319289 -0.00028445886507336133 -0.00042697151646519272 -0.00040746896044915594 0.00044505482061288375 0.00018249363394392125 4.9344783129776678e-05
leaf_weight=0.0010410041209008049 0.0010691813921661162 0.0013435086097097488 0.0011218173985139872 0.0012414228371717493 0.0015900880594215197 0.0014333673062716953
leaf_count=138 516 1390 124 256 543 154
internal_value=0 3.68507e-05 -1.7434e-05 6.05827e-05 -4.87134e-05 -0.000181107
internal_weight=0 0.00777121 0.0067302 0.00560839 0.00436696 0.00277688
internal_count=3121 2605 2467 2343 2087 1544
is_linear=0
shrinkage=0.00196078


Tree=7430
num_leaves=8
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split_feature=4 15 151 16 15 4 3
split_gain=3.40967e-05 6.82869e-05 3.7445e-05 7.92871e-05 6.01572e-05 4.72428e-05 7.96744e-05
threshold=0.24564500000000003 -0.15026499999999995 -0.0071249999999999985 -0.088909999999999989 -0.037864999999999989 -0.46376499999999993 -0.078724999999999976
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=0.00021837349465829995 0.00053464376199421145 -0.00016524256830862156 -0.0005626576339126673 -0.00043043070920235985 -0.00023894637944147422 0.00065177363660157475 -8.798532052496309e-05
leaf_weight=0.0013370453346539411 0.00114137373905966 0.001010476430220078 0.0013410972443128142 0.0010239380343391828 0.0010030496323796389 0.0010934126459255752 0.0011468847094615175
leaf_count=463 266 160 501 523 170 705 333
internal_value=0 0.000205988 -7.64912e-05 -0.000146787 -1.60901e-05 0.000114719 0.000273066
internal_weight=0 0.00215185 0.00694543 0.00560838 0.00426729 0.00324335 0.0022403
internal_count=3121 426 2695 2232 1731 1208 1038
is_linear=0
shrinkage=0.00196078


Tree=7431
num_leaves=6
num_cat=0
split_feature=49 43 47 16 12
split_gain=1.49998e-05 2.174e-05 3.07005e-05 3.49002e-05 4.17714e-05
threshold=-0.043469999999999995 -0.17390999999999998 0.10254000000000001 0.064860000000000015 0.084100000000000022
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
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leaf_value=0.0078096818303459107 0.010422931035002364 0.0056508833342028665 0.010059974418399493 -0.024508591284159914 -0.019641241117191649
leaf_weight=0.0018603760011366667 0.0010762197026462535 0.0018145441603728287 0.0010354766751564798 0.0010895875272393702 0.0010200868778289301
leaf_count=425 177 512 219 429 1359
internal_value=0 -0.00246061 -0.00525625 -0.00929771 -0.00345089
internal_weight=0 0.00603591 0.0049597 0.00392422 0.00283463
internal_count=3121 2696 2519 2300 1871
is_linear=0
shrinkage=0.1


Tree=7432
num_leaves=7
num_cat=0
split_feature=50 15 47 3 13 0
split_gain=2.97461e-05 2.93851e-05 3.60172e-05 7.54873e-05 6.09037e-05 5.05712e-05
threshold=0.088425000000000017 -0.15026499999999995 0.096175000000000024 0.10542000000000001 -0.033284999999999988 -0.077809999999999976
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=0.00035221227670445619 -0.00031793291633781307 -0.00041064815039460335 -0.00031465564442572833 0.00047596342526688788 -0.00015173213987748965 0.00037393989876392477
leaf_weight=0.0010067531939093556 0.0010103433040123296 0.0013469520528340351 0.0012007792738930705 0.0012850285816276528 0.0014925836639446981 0.0013310991573033725
leaf_count=326 560 983 185 136 574 357
internal_value=0 4.00016e-05 -7.21866e-06 6.04475e-05 -6.75785e-05 9.60725e-05
internal_weight=0 0.0076632 0.00665644 0.00545566 0.00417063 0.00282368
internal_count=3121 2561 2235 2050 1914 931
is_linear=0
shrinkage=0.00196078


Tree=7433
num_leaves=8
num_cat=0
split_feature=131 13 47 4 160 1 16
split_gain=3.2907e-05 3.43779e-05 4.8417e-05 8.36296e-05 4.72703e-05 4.51173e-05 4.64271e-05
threshold=0.078765000000000016 -0.23438999999999996 0.10621500000000002 0.24564500000000003 -0.013904999999999999 0.089105000000000018 -0.080954999999999985
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=0.00037185817659996716 -0.00033219508913636352 0.00031034756974218192 -0.00038113959048824479 0.00050553739616285742 0.00031378360088114046 -0.00043687953249653329 -0.0002824372941632025
leaf_weight=0.0010301934358193437 0.0010463548041041671 0.0010002227309797601 0.001140768246827956 0.0012680950312613289 0.0010079590638411916 0.0014523669406508988 0.0010005895510130382
leaf_count=138 516 585 124 256 476 416 610
internal_value=0 3.78406e-05 -1.22472e-05 6.12043e-05 -6.5099e-05 -0.000173605 1.67669e-05
internal_weight=0 0.0079002 0.00687 0.00572923 0.00446114 0.00346092 0.00200855
internal_count=3121 2605 2467 2343 2087 1502 1086
is_linear=0
shrinkage=0.00196078


Tree=7434
num_leaves=6
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split_feature=52 2 43 12 1
split_gain=1.38031e-05 3.86112e-05 2.94444e-05 4.56025e-05 4.78142e-05
threshold=-0.046924999999999988 0.089885000000000007 -0.14968999999999996 0.090840000000000018 0.094385000000000011
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.0081492948505158258 0.012346473012592981 0.016293745385645635 -0.014601504144500971 -0.022897776150761107 0.010774492480928074
leaf_weight=0.0011277859899203253 0.0010107495035159867 0.0015135758421135654 0.0012956220052820666 0.0012279261317884003 0.0017393499750157477
leaf_count=404 184 549 1005 660 319
internal_value=0 0.00585727 -0.00299887 -0.00663731 -5.84575e-05
internal_weight=0 0.00264136 0.00527365 0.0042629 0.00303497
internal_count=3121 953 2168 1984 1324
is_linear=0
shrinkage=0.1


Tree=7435
num_leaves=5
num_cat=0
split_feature=0 47 49 3
split_gain=1.54062e-05 3.04061e-05 3.22591e-05 1.51691e-05
threshold=-0.019414999999999998 1.0000000180025095e-35 -0.054319999999999993 -0.0080949999999999998
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=-0.011081806306911288 0.0076870211245900731 -0.012800459420712913 0.0012647270462304364 0.016058683356594897
leaf_weight=0.0012263851472876005 0.0019450262422270291 0.0019509048557513958 0.0014385394806712894 0.0013375023894395975
leaf_count=303 365 414 1777 262
internal_value=0 -0.00256414 0.00242536 0.00839248
internal_weight=0 0.00595333 0.00400243 0.00277604
internal_count=3121 2756 2342 2039
is_linear=0
shrinkage=0.1


Tree=7436
num_leaves=7
num_cat=0
split_feature=50 15 12 4 15 52
split_gain=3.03274e-05 3.34537e-05 4.26065e-05 7.22439e-05 5.03753e-05 4.13316e-05
threshold=0.088425000000000017 -0.15914499999999995 0.09202500000000001 0.055260000000000011 -0.074054999999999996 -0.0064899999999999992
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=0.00037263144458757688 -0.0003189541949936003 0.00039883642359555741 0.00023374200707387504 -0.00049540210338846482 -0.00038468916898068628 0.00013217167008481429
leaf_weight=0.0010084146777663925 0.0010274969828565897 0.0010491973108278344 0.0019519434321435365 0.0013442522953903283 0.001147678944322438 0.0012348369338347587
leaf_count=314 560 314 707 243 390 593
internal_value=0 3.95849e-05 -1.03339e-05 -0.000110088 4.08452e-05 -0.000116805
internal_weight=0 0.00773632 0.00672791 0.00477597 0.00343171 0.00238252
internal_count=3121 2561 2247 1540 1297 983
is_linear=0
shrinkage=0.00196078


Tree=7437
num_leaves=6
num_cat=0
split_feature=49 0 4 52 16
split_gain=1.33043e-05 2.09553e-05 4.34297e-05 3.61614e-05 1.15583e-05
threshold=-0.047584999999999995 -0.10836499999999999 0.071150000000000005 0.091275000000000009 -0.25582999999999995
decision_type=2 2 2 2 2
left_child=-1 4 3 -3 -2
right_child=1 2 -4 -5 -6
leaf_value=0.0076079864355235172 -0.017221269978995857 -0.013528335990029408 0.019950746427903249 0.0089690704537619733 -0.0026976274635368371
leaf_weight=0.001767300914707612 0.001113945983097905 0.0016968024036705322 0.0010144290608033028 0.0012341031659017414 0.001078442476969377
leaf_count=403 185 1511 292 534 196
internal_value=0 -0.00223867 0.00211705 -0.00405545 -0.010077
internal_weight=0 0.00613772 0.00394533 0.00293091 0.00219239
internal_count=3121 2718 2337 2045 381
is_linear=0
shrinkage=0.1


Tree=7438
num_leaves=6
num_cat=0
split_feature=52 12 1 1 16
split_gain=1.34665e-05 3.03649e-05 3.08949e-05 5.07028e-05 2.54257e-05
threshold=0.11434500000000002 0.095110000000000014 0.11181500000000001 0.093575000000000019 0.013515000000000001
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.011499326354127043 -0.010326081103767454 0.013579051083221728 -0.01540738474455502 0.021740488192921896 0.0080656507590172021
leaf_weight=0.0018269577312323431 0.0010948754543688823 0.0016186962837009111 0.0013068290358828893 0.0010020838186383251 0.0010436686090404077
leaf_count=1235 501 558 294 264 269
internal_value=0 0.00162401 -0.00211215 0.00237427 -0.00438612
internal_weight=0 0.00679824 0.00517954 0.00387271 0.00287063
internal_count=3121 2620 2062 1768 1504
is_linear=0
shrinkage=0.1


Tree=7439
num_leaves=6
num_cat=0
split_feature=13 3 12 4 15
split_gain=1.27534e-05 2.40858e-05 2.62373e-05 5.13626e-05 2.70902e-05
threshold=-0.23438999999999996 0.097915000000000016 0.084100000000000022 0.09173000000000002 -0.03241999999999999
decision_type=2 2 2 2 2
left_child=-1 2 4 -4 -2
right_child=1 -3 3 -5 -6
leaf_value=0.010508804386372417 0.020412161127082912 -0.012126679396004798 -0.016565869354429948 0.010789420665188025 -0.0007259438889570197
leaf_weight=0.0010022185446279452 0.0011590138055890861 0.0016434518963217137 0.0016016482788148967 0.00120110974367576 0.0012713382749228168
leaf_count=169 404 168 1835 209 336
internal_value=0 -0.0015659 0.00175071 -0.00484288 0.00935463
internal_weight=0 0.00687656 0.00523311 0.00280276 0.00243035
internal_count=3121 2952 2784 2044 740
is_linear=0
shrinkage=0.1


Tree=7440
num_leaves=6
num_cat=0
split_feature=484 42 15 15 15
split_gain=1.31399e-05 1.88179e-05 3.10974e-05 5.45897e-05 7.43011e-05
threshold=0.073690000000000019 -1.0000000180025095e-35 0.040760000000000005 -0.031204999999999997 -0.095869999999999983
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.013149914938934979 0.010529978554462789 -0.0083357066558287785 0.015491272347734179 -0.018770191503859675 0.023389317941040457
leaf_weight=0.0011710187247772966 0.0010253298571943443 0.0017997979180415658 0.0011456582092231318 0.0014719259993935304 0.0012516037928224342
leaf_count=806 394 396 643 362 520
internal_value=0 -0.00160933 0.000774555 -0.00295286 0.00467705
internal_weight=0 0.00684 0.00566899 0.00452333 0.0030514
internal_count=3121 2727 1921 1278 916
is_linear=0
shrinkage=0.1


Tree=7441
num_leaves=8
num_cat=0
split_feature=484 160 52 49 2 52 43
split_gain=3.16219e-05 5.92877e-05 4.3049e-05 5.35766e-05 5.65627e-05 7.0065e-05 2.73849e-05
threshold=0.084040000000000017 -1.0000000180025095e-35 0.10347000000000002 -0.081404999999999991 0.10613000000000002 -1.0000000180025095e-35 -1.0000000180025095e-35
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=-0.00046905230841635536 0.00032012988629714076 0.00036480236750111337 0.00038710476244478552 -0.00041997926728035861 -0.00046070684352089556 -3.9737183998870538e-05 0.00039647721768162002
leaf_weight=0.0011083683627458501 0.0010077044933587661 0.0010015442579992323 0.0010403339617115663 0.001013214794501725 0.0014246415112685682 0.0010006143193222686 0.0012377630773318408
leaf_count=632 368 160 203 415 394 605 344
internal_value=0 -4.88964e-05 2.04218e-05 -4.67652e-05 -0.000134914 7.82818e-06 0.000201478
internal_weight=0 0.00782648 0.00671811 0.00567778 0.00467623 0.00325159 0.00223838
internal_count=3121 2753 2121 1918 1758 1364 949
is_linear=0
shrinkage=0.00196078


Tree=7442
num_leaves=5
num_cat=0
split_feature=0 47 49 2
split_gain=1.37214e-05 2.63491e-05 3.58936e-05 1.53345e-05
threshold=-0.019414999999999998 1.0000000180025095e-35 -0.054319999999999993 0.090050000000000005
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=-0.012035505127526869 0.0072690110459388921 -0.011987510366022198 0.017408111222295072 0.0022839159973064185
leaf_weight=0.0012229435621659377 0.0019403993314839572 0.001937210567725365 0.0011433585129884062 0.0016205772573622003
leaf_count=303 365 414 1166 873
internal_value=0 -0.00241997 0.00222887 0.00854035
internal_weight=0 0.00592409 0.00398688 0.00276394
internal_count=3121 2756 2342 2039
is_linear=0
shrinkage=0.1


Tree=7443
num_leaves=6
num_cat=0
split_feature=4 4 2 48 2
split_gain=1.37885e-05 2.01381e-05 4.5087e-05 3.90638e-05 4.22476e-05
threshold=0.24564500000000003 0.055260000000000011 0.10981000000000002 0.083985000000000018 0.084245000000000014
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.002619902172686117 0.0074990879439011879 -0.013717738545780062 0.01792756067460231 0.011536598320248698 -0.023080841475936018
leaf_weight=0.0011681893748212212 0.0018586564585113992 0.0012384593480048714 0.00114121496638021 0.0010357544428901007 0.0014135419201703619
leaf_count=655 426 279 290 362 1109
internal_value=0 -0.00235875 0.000597451 -0.00486971 -0.0114517
internal_weight=0 0.00599716 0.0047587 0.00361749 0.00258173
internal_count=3121 2695 2416 2126 1764
is_linear=0
shrinkage=0.1


Tree=7444
num_leaves=5
num_cat=0
split_feature=0 13 15 15
split_gain=1.30875e-05 2.34602e-05 4.621e-05 4.35342e-05
threshold=-0.019414999999999998 -0.0034749999999999994 -0.0040799999999999994 -0.074054999999999996
decision_type=2 2 2 2
left_child=1 2 -1 -3
right_child=-2 3 -4 -5
leaf_value=-0.0068552002382930967 0.0071227626242566641 0.0018792499305374825 0.020422259461672861 -0.021109154831630728
leaf_weight=0.0014388925248678954 0.0019310005423171239 0.0019535944198421943 0.0010926662247596058 0.0014244327020958032
leaf_count=1096 365 283 899 478
internal_value=0 -0.00235997 0.00491824 -0.00781441
internal_weight=0 0.00590959 0.00253156 0.00337803
internal_count=3121 2756 1995 761
is_linear=0
shrinkage=0.1


Tree=7445
num_leaves=6
num_cat=0
split_feature=4 52 4 15 15
split_gain=1.203e-05 1.72865e-05 3.70086e-05 9.2446e-05 4.27085e-05
threshold=0.24564500000000003 0.10744000000000002 -0.27825499999999997 -0.016799999999999995 0.084050000000000014
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.021809703678279089 0.007005756341622745 0.0096825698363613155 -0.016897619994478374 0.027414705905497234 -0.00085916211381475678
leaf_weight=0.0010019874764413709 0.0018575926763322592 0.0010147278028361621 0.0018145153202461257 0.0011083878288469058 0.0010313788438055822
leaf_count=207 426 468 869 358 793
internal_value=0 -0.00220882 -0.00464342 -0.000293602 0.0137866
internal_weight=0 0.005971 0.00495627 0.00395428 0.00213977
internal_count=3121 2695 2227 2020 1151
is_linear=0
shrinkage=0.1


Tree=7446
num_leaves=7
num_cat=0
split_feature=50 484 43 43 48 4
split_gain=2.68901e-05 2.99975e-05 2.10996e-05 7.62141e-05 4.35772e-05 3.1357e-05
threshold=0.088425000000000017 0.073690000000000019 -0.14968999999999996 -0.00067499999999999993 0.085130000000000025 0.053180000000000012
decision_type=2 2 2 2 2 2
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leaf_weight=0.0013874462099980741 0.0010229946601467326 0.0010076180409720392 0.0012340325891961662 0.0012877357282902197 0.0015300577482761629 0.0011045398002534571
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internal_weight=0 0.00755143 0.00654381 0.00515637 0.00392233 0.00239228
internal_count=3121 2561 2219 2007 817 641
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shrinkage=0.00196078


Tree=7447
num_leaves=7
num_cat=0
split_feature=50 12 2 151 16 12
split_gain=2.48982e-05 2.48435e-05 4.37059e-05 5.95878e-05 5.72615e-05 4.11292e-05
threshold=0.088425000000000017 0.10097500000000002 0.089885000000000007 -0.0083949999999999979 0.071345000000000006 0.051320000000000005
decision_type=2 2 2 2 2 2
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leaf_count=250 560 341 218 515 264 973
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internal_weight=0 0.00756978 0.00634104 0.00407383 0.00296501 0.00226721
internal_count=3121 2561 2220 997 779 1223
is_linear=0
shrinkage=0.00196078


Tree=7448
num_leaves=7
num_cat=0
split_feature=11 13 43 0 52 16
split_gain=4.27418e-05 4.12637e-05 4.19876e-05 6.78598e-05 6.22944e-05 5.54485e-05
threshold=1.0000000180025095e-35 -0.091054999999999983 -0.04890499999999999 -0.053834999999999994 -0.066844999999999988 -0.16075999999999999
decision_type=2 2 2 2 2 2
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leaf_weight=0.0019555120307817361 0.001001552568074081 0.0014653913743511294 0.0010796253986798655 0.0010804390021887248 0.0010977527354999129 0.0012200166553001156
leaf_count=396 244 1110 221 202 149 799
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internal_weight=0 0.00789874 0.00594323 0.00254583 0.00339739 0.00231777
internal_count=3121 2877 2481 1312 1169 948
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shrinkage=0.00196078


Tree=7449
num_leaves=7
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split_feature=11 43 52 160 1 2
split_gain=5.39777e-05 3.65628e-05 5.79616e-05 5.57487e-05 3.84341e-05 4.18085e-05
threshold=0.076920000000000002 -0.04890499999999999 -0.015539999999999998 1.0000000180025095e-35 0.111945 0.10276500000000001
decision_type=2 2 2 2 2 2
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leaf_value=0.00053997882668708661 -0.00043016519971504071 0.00011535743769528575 -2.002139942316497e-05 -0.00043468133830379884 0.00034894102438671624 -0.00037000976342061777
leaf_weight=0.0012704531428998874 0.0010155280735512804 0.001836720166523296 0.0016125251977177461 0.00112646460887127 0.00122383968453445 0.0010855951050995497
leaf_count=616 226 930 761 186 224 178
internal_value=0 4.92087e-05 0.000226756 -4.78712e-05 5.72208e-05 -6.4949e-05
internal_weight=0 0.0081556 0.00288298 0.00527262 0.00414615 0.00292232
internal_count=3121 2895 1377 1518 1332 1108
is_linear=0
shrinkage=0.00196078


Tree=7450
num_leaves=6
num_cat=0
split_feature=0 160 1 0 3
split_gain=1.25624e-05 3.26028e-05 5.31125e-05 7.30317e-05 2.11949e-05
threshold=-0.060129999999999996 -1.0000000180025095e-35 0.08844500000000001 -0.20211999999999997 -0.10831999999999999
decision_type=2 2 2 2 2
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right_child=4 2 3 -5 -6
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leaf_count=821 195 1107 90 530 378
internal_value=0 -0.00291664 0.00143468 0.00814682 0.00550456
internal_weight=0 0.00518884 0.00398731 0.00297955 0.00268965
internal_count=3121 2548 1727 620 573
is_linear=0
shrinkage=0.1


Tree=7451
num_leaves=7
num_cat=0
split_feature=50 484 457 1 4 15
split_gain=2.83767e-05 3.05564e-05 3.33154e-05 4.95723e-05 8.49892e-05 4.92536e-05
threshold=0.088425000000000017 0.073690000000000019 0.060310000000000009 0.11551000000000002 -0.083854999999999985 -0.10091499999999999
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=0.0017376445176017705 0.0010486604465756322 0.0010674943857900488 0.0011271595733780872 0.001482165567822053 0.0010217642540315272 0.0013303362838138324
leaf_count=483 560 342 205 272 241 1018
internal_value=0 3.35107e-05 -1.55848e-05 -7.77769e-05 -0.000189116 -0.000432066
internal_weight=0 0.00776656 0.00669907 0.00557191 0.00408975 0.0023521
internal_count=3121 2561 2219 2014 1742 1259
is_linear=0
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Tree=7452
num_leaves=7
num_cat=0
split_feature=50 42 43 15 16 0
split_gain=1.34432e-05 1.95288e-05 3.64373e-05 4.9115e-05 5.31327e-05 3.78401e-05
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decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 4 5 -7
leaf_value=0.017771055281245934 -0.010462878871160994 -0.011030242010435024 0.021161944123265296 -0.024615702568237904 0.012841906726921088 -0.011888928964558055
leaf_weight=0.001194030370265975 0.0010700243136294195 0.0010383419380113326 0.0010057865900666377 0.0010454218788622837 0.0014370620612482394 0.0010864265037421462
leaf_count=292 609 525 207 434 813 241
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internal_weight=0 0.00680707 0.00576873 0.00476294 0.00356891 0.00252349
internal_count=3121 2512 1987 1780 1488 1054
is_linear=0
shrinkage=0.1


Tree=7453
num_leaves=6
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split_feature=131 49 16 3 47
split_gain=2.59181e-05 3.23562e-05 3.93957e-05 6.11409e-05 5.58559e-05
threshold=0.078765000000000016 -0.047584999999999995 0.051380000000000002 -0.05647499999999999 0.07813500000000001
decision_type=2 2 2 2 2
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leaf_weight=0.0017137922527718265 0.001004066903152849 0.0012826951904416932 0.0019653513490839646 0.0014730545274032028 0.0010352226422723552
leaf_count=347 516 1330 513 293 122
internal_value=0 3.77353e-05 -3.26774e-05 -0.000149473 2.85984e-05
internal_weight=0 0.00747012 0.00575632 0.00379097 0.00250828
internal_count=3121 2605 2258 1745 415
is_linear=0
shrinkage=0.00196078


Tree=7454
num_leaves=6
num_cat=0
split_feature=49 43 2 2 2
split_gain=1.33577e-05 1.97703e-05 4.80555e-05 4.81267e-05 4.5563e-05
threshold=-0.047584999999999995 -0.074359999999999996 0.098260000000000014 0.11389000000000002 0.084245000000000014
decision_type=2 2 2 2 2
left_child=-1 4 -3 -4 -2
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leaf_value=0.007624921551994227 0.019972018574539452 -0.018461467807654373 0.018562406206028913 -0.011073449324377385 -0.0094532553035098152
leaf_weight=0.0017637689300361616 0.001076389895285766 0.0018064699979206053 0.00108292310517978 0.0011092451065615706 0.0010295506946460733
leaf_count=403 310 1154 243 296 715
internal_value=0 -0.00225511 -0.00638507 0.00356656 0.00558661
internal_weight=0 0.00610458 0.00399864 0.00219217 0.00210594
internal_count=3121 2718 1693 539 1025
is_linear=0
shrinkage=0.1


Tree=7455
num_leaves=7
num_cat=0
split_feature=11 1 3 42 0 4
split_gain=3.68399e-05 3.78269e-05 6.82727e-05 6.75221e-05 5.14119e-05 2.10265e-05
threshold=1.0000000180025095e-35 0.10089500000000001 0.11296500000000002 0.084050000000000014 0.051010000000000007 -0.0016099999999999997
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 -5 -6 -7
leaf_value=8.72448494171603e-05 -0.00035386365115046194 0.00046230912431368532 -8.8760721530177671e-05 -0.00045434454350438616 0.00044216097502379183 -0.00029182095599586416
leaf_weight=0.0012070851661425122 0.0010158880904233393 0.0017954353112621885 0.0016667760464435738 0.0012918878239054159 0.0010128282726206274 0.0010537085884868968
leaf_count=787 244 445 218 1087 58 282
internal_value=0 4.24517e-05 0.000197013 -7.47586e-05 7.50395e-05 -8.94298e-05
internal_weight=0 0.00802772 0.00346221 0.00456551 0.00327362 0.00226079
internal_count=3121 2877 663 2214 1127 1069
is_linear=0
shrinkage=0.00196078


Tree=7456
num_leaves=6
num_cat=0
split_feature=133 3 3 2 1
split_gain=3.1889e-05 4.76867e-05 6.44659e-05 5.48074e-05 8.43363e-05
threshold=0.09389500000000002 -0.12018999999999998 -0.078934999999999991 0.083215000000000011 0.10587000000000001
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
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leaf_weight=0.0016787593325037859 0.0010685240329074896 0.0010801019522422338 0.0017335139196762539 0.0019389695769117985 0.0019068173882774693
leaf_count=310 539 1147 343 499 283
internal_value=0 3.46144e-05 -3.98365e-05 4.50463e-05 -8.54297e-05
internal_weight=0 0.00833816 0.0066594 0.0055793 0.00384579
internal_count=3121 2582 2272 1125 782
is_linear=0
shrinkage=0.00196078


Tree=7457
num_leaves=7
num_cat=0
split_feature=131 13 2 457 16 3
split_gain=2.93404e-05 3.33934e-05 4.70395e-05 3.7323e-05 4.33829e-05 7.2184e-05
threshold=0.078765000000000016 -0.076384999999999995 0.10005000000000001 0.045365000000000009 0.051380000000000002 -0.00083499999999999991
decision_type=2 2 2 2 2 2
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leaf_value=-3.6055319302961329e-05 -0.00031376041351890505 -0.0006825795456639087 0.00051844790293439403 0.00027652922433192979 0.00014893906683772579 -3.2371287381477399e-05
leaf_weight=0.0012196720081121088 0.0010408832734733892 0.0010413942782116626 0.0011360399313147113 0.0010774619305977812 0.0014064292308603489 0.0017758327416689894
leaf_count=809 516 841 251 173 379 152
internal_value=0 3.71046e-05 0.000231353 -4.92157e-05 -0.000132314 -0.000272722
internal_weight=0 0.00765683 0.00235571 0.00530112 0.00422366 0.00281723
internal_count=3121 2605 1060 1545 1372 993
is_linear=0
shrinkage=0.00196078


Tree=7458
num_leaves=6
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split_feature=131 12 52 49 15
split_gain=2.02998e-05 4.06526e-05 7.8027e-05 4.93508e-05 6.70242e-05
threshold=0.078765000000000016 0.098810000000000023 0.091275000000000009 -0.048674999999999989 -0.016799999999999995
decision_type=2 2 2 2 2
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leaf_weight=0.001397474499185169 0.0010377790115914526 0.0011967028500211993 0.001376499618829085 0.0019409447006507746 0.0018140963449832122
leaf_count=266 516 406 449 638 846
internal_value=0 3.33675e-05 9.42614e-05 -1.65302e-05 -0.000133597
internal_weight=0 0.00772572 0.00652902 0.00515252 0.00375504
internal_count=3121 2605 2199 1750 1484
is_linear=0
shrinkage=0.00196078


Tree=7459
num_leaves=6
num_cat=0
split_feature=1 48 0 16 4
split_gain=1.19307e-05 3.51413e-05 5.29352e-05 4.18191e-05 1.98593e-05
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decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -2
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leaf_value=-0.025478764856024447 -0.0028567937369277686 0.010170115232634057 0.013951549019369675 -0.01076881706175079 0.015267498478419525
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leaf_count=286 213 446 1082 810 284
internal_value=0 -0.00261926 -0.00761015 -0.000129282 0.00580149
internal_weight=0 0.00550542 0.00396006 0.00279141 0.00242307
internal_count=3121 2624 2178 1892 497
is_linear=0
shrinkage=0.1


Tree=7460
num_leaves=6
num_cat=0
split_feature=13 12 52 2 4
split_gain=1.28422e-05 2.09896e-05 3.52062e-05 2.32333e-05 3.02701e-05
threshold=-0.23438999999999996 0.092355000000000007 0.10024500000000001 0.092365000000000017 0.0061450000000000003
decision_type=2 2 2 2 2
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leaf_weight=0.0010033132103740459 0.0015372653422927819 0.0015394255345240748 0.0010142248960507971 0.0017967744495666024 0.0010221344847281481
leaf_count=169 1104 899 337 452 160
internal_value=0 -0.00157708 0.00137375 -0.00253305 0.00358595
internal_weight=0 0.00690982 0.0053704 0.00435617 0.0025594
internal_count=3121 2952 2053 1716 1264
is_linear=0
shrinkage=0.1


Tree=7461
num_leaves=7
num_cat=0
split_feature=50 484 43 43 48 13
split_gain=3.23626e-05 2.6154e-05 2.86637e-05 5.45826e-05 4.78652e-05 3.62497e-05
threshold=0.088425000000000017 0.073690000000000019 -0.14968999999999996 -0.00067499999999999993 0.085130000000000025 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
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leaf_value=0.00024006626352656961 -0.00033811361558813897 0.00033020168914524105 -0.00043760537650034867 -6.4269804881812666e-05 -0.00023279175745532911 0.00042808196201886856
leaf_weight=0.0013994503513874478 0.0010004623474143288 0.0010138254974573256 0.0012241723233481572 0.0010182190920514128 0.0015246681822114094 0.0013205782604971336
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internal_value=0 3.73245e-05 -8.44736e-06 -7.68057e-05 3.75168e-05 0.000213732
internal_weight=0 0.00750091 0.00648709 0.00508764 0.00386347 0.0023388
internal_count=3121 2561 2219 2007 817 641
is_linear=0
shrinkage=0.00196078


Tree=7462
num_leaves=6
num_cat=0
split_feature=52 52 12 4 1
split_gain=1.42361e-05 2.59109e-05 3.52952e-05 5.08439e-05 3.87733e-05
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decision_type=2 2 2 2 2
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internal_value=0 0.00166003 -0.000964123 -0.00475951 0.00131325
internal_weight=0 0.00681377 0.00576907 0.0046696 0.00348817
internal_count=3121 2620 2058 1724 1166
is_linear=0
shrinkage=0.1


Tree=7463
num_leaves=7
num_cat=0
split_feature=484 1 12 49 52 4
split_gain=1.3542e-05 2.03381e-05 3.87106e-05 3.27847e-05 6.30282e-05 5.95047e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00686904 0.00577104 0.00471984 0.00341967 0.00230798
internal_count=3121 2727 2495 2108 1830 1120
is_linear=0
shrinkage=0.1


Tree=7464
num_leaves=6
num_cat=0
split_feature=52 0 4 0 15
split_gain=1.35624e-05 2.61325e-05 3.18048e-05 3.05974e-05 5.09865e-05
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decision_type=2 2 2 2 2
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internal_value=0 0.00163085 0.00925715 -0.00342378 0.0016659
internal_weight=0 0.00677919 0.00270219 0.004077 0.00303084
internal_count=3121 2620 883 1737 468
is_linear=0
shrinkage=0.1


Tree=7465
num_leaves=6
num_cat=0
split_feature=42 0 49 15 3
split_gain=1.23222e-05 2.66592e-05 2.82301e-05 5.73374e-05 3.54461e-05
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decision_type=2 2 2 2 2
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leaf_count=499 667 215 675 923 142
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internal_weight=0 0.00672002 0.00550508 0.00373576 0.00210603
internal_count=3121 2454 2239 1740 817
is_linear=0
shrinkage=0.1


Tree=7466
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split_feature=131 150 16 3 3
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decision_type=2 2 2 2 2
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leaf_weight=0.0018510851945248872 0.0010054895402428965 0.0014419234594480086 0.0010274261519322477 0.0018197399758732398 0.0012550029987139404
leaf_count=1449 516 358 422 218 158
internal_value=0 3.06719e-05 -3.43224e-05 -0.000179017 0.00019839
internal_weight=0 0.00739518 0.00595325 0.00367083 0.00228243
internal_count=3121 2605 2247 1667 580
is_linear=0
shrinkage=0.00196078


Tree=7467
num_leaves=6
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split_feature=4 151 16 2 3
split_gain=1.44896e-05 2.12135e-05 5.18031e-05 3.33178e-05 4.30301e-05
threshold=0.24564500000000003 -0.0071249999999999985 -0.088909999999999989 0.10672500000000001 -0.020429999999999997
decision_type=2 2 2 2 2
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leaf_weight=0.0011600152916368522 0.0018665736227363701 0.0011596569971077989 0.0014210846473560954 0.001002935305708805 0.0012451320591774038
leaf_count=463 426 501 1240 324 167
internal_value=0 -0.00243203 -0.0053491 0.000473804 -0.00537065
internal_weight=0 0.00598882 0.00482881 0.00366915 0.00266622
internal_count=3121 2695 2232 1731 1407
is_linear=0
shrinkage=0.1


Tree=7468
num_leaves=6
num_cat=0
split_feature=1 0 15 47 48
split_gain=1.20869e-05 3.50869e-05 2.43524e-05 3.89448e-05 3.37978e-05
threshold=0.077565000000000009 0.024095000000000002 1.0000000180025095e-35 0.087235000000000021 0.084485000000000018
decision_type=2 2 2 2 2
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leaf_weight=0.0010047494101471837 0.0015723913548456084 0.001255372531149007 0.0010603960300497794 0.0019249419745066007 0.0010219808004537944
leaf_count=1553 565 83 433 295 192
internal_value=0 -0.00620145 0.00246694 0.00566704 0.0136632
internal_weight=0 0.00226012 0.00557971 0.00451931 0.00259437
internal_count=3121 1636 1485 1052 757
is_linear=0
shrinkage=0.1


Tree=7469
num_leaves=7
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split_feature=50 484 43 43 48 13
split_gain=2.57171e-05 3.49192e-05 2.67567e-05 6.07414e-05 4.4507e-05 4.0533e-05
threshold=0.088425000000000017 0.073690000000000019 -0.14968999999999996 -0.00067499999999999993 0.085130000000000025 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 4 -6 -7
leaf_value=0.00022088047092512386 -0.000298410721682421 0.0003669094097372842 -0.00046128423117148924 -9.1494425884173903e-05 -0.00022539815516740781 0.0004251422516640707
leaf_weight=0.0013871107672606565 0.0010297672424022034 0.0010328727335144382 0.0012546554189387235 0.0010262844927336028 0.0015395537914622685 0.001354295492413705
leaf_count=212 560 342 1190 361 176 280
internal_value=0 3.17929e-05 -2.09559e-05 -8.57806e-05 3.4401e-05 0.000202417
internal_weight=0 0.00759477 0.0065619 0.00517479 0.00392013 0.00238058
internal_count=3121 2561 2219 2007 817 641
is_linear=0
shrinkage=0.00196078


Tree=7470
num_leaves=7
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split_feature=11 1 4 3 3 16
split_gain=4.58971e-05 4.40724e-05 0.000102159 7.95506e-05 7.03166e-05 2.07145e-05
threshold=1.0000000180025095e-35 0.094385000000000011 -0.083854999999999985 0.083060000000000009 0.0068900000000000012 -0.071854999999999988
decision_type=2 2 2 2 2 2
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right_child=-2 3 4 5 -6 -7
leaf_value=0.00022926198384220047 -0.00040116773756656275 0.00051910247143627578 -0.00070924545333181756 0.00012356343197166954 -5.6186441780300399e-06 -0.00025225412125947543
leaf_weight=0.0019294688666593573 0.0010156805868573532 0.0016419426921887598 0.0011988731963018555 0.0012406431714093041 0.0010027920927227207 0.0010336727079278266
leaf_count=422 244 520 1560 179 86 110
internal_value=0 4.11699e-05 -0.000100112 0.000190204 -0.000388765 -4.7245e-05
internal_weight=0 0.00804739 0.00413113 0.00391626 0.00220167 0.00227432
internal_count=3121 2877 2068 809 1646 289
is_linear=0
shrinkage=0.00196078


Tree=7471
num_leaves=6
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split_feature=1 48 0 16 4
split_gain=1.22768e-05 3.2797e-05 4.78021e-05 4.88479e-05 1.8937e-05
threshold=0.111945 0.083985000000000018 -0.10224499999999999 -0.056919999999999991 0.19806500000000002
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -2
right_child=4 -3 3 -5 -6
leaf_value=-0.024686320900031929 -0.0025471493552511014 0.0096954186450839697 0.015200484889428281 -0.011723554154717632 0.015210183627514679
leaf_weight=0.0011479310080355527 0.0012616075888333008 0.0015399651259579809 0.0011620696514037894 0.0016039293404803718 0.0011461599227913836
leaf_count=286 213 446 965 927 284
internal_value=0 -0.00266733 -0.00753154 -0.00041205 0.0059058
internal_weight=0 0.0054539 0.00391393 0.002766 0.00240777
internal_count=3121 2624 2178 1892 497
is_linear=0
shrinkage=0.1


Tree=7472
num_leaves=7
num_cat=0
split_feature=50 484 43 43 2 15
split_gain=2.4406e-05 2.72683e-05 2.62599e-05 5.99774e-05 4.61136e-05 4.19167e-05
threshold=0.088425000000000017 0.073690000000000019 -0.14968999999999996 -0.00067499999999999993 0.10613000000000002 -0.049819999999999996
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=0.00022762529843881946 -0.00029087857807410139 0.00033141000301071237 -0.00045215353720719014 -4.093383698111422e-05 -0.0002056359714355272 0.0004974033404955971
leaf_weight=0.0013659688046090777 0.0010172126348912758 0.001016337164192074 0.0012483911236320349 0.0011197832422327268 0.001657623130604653 0.0011046458226352371
leaf_count=212 560 342 1190 161 306 350
internal_value=0 3.27496e-05 -1.39746e-05 -7.83e-05 4.19238e-05 0.000226403
internal_weight=0 0.00751275 0.00649641 0.00513044 0.00388205 0.00222443
internal_count=3121 2561 2219 2007 817 511
is_linear=0
shrinkage=0.00196078


Tree=7473
num_leaves=7
num_cat=0
split_feature=159 52 52 2 43 16
split_gain=1.26498e-05 3.05501e-05 3.42652e-05 4.1004e-05 8.40373e-05 2.01466e-05
threshold=0.076905000000000015 -0.0064899999999999992 0.11434500000000002 0.10613000000000002 -0.0037449999999999996 0.013515000000000001
decision_type=2 2 2 2 2 2
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leaf_value=-0.02194504228880699 0.0099275112110190893 -0.0069497254720651061 -0.013230070400452482 -0.0075827507948066147 0.030494158148822604 -0.0019542490007965914
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leaf_count=381 527 667 438 222 450 436
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internal_weight=0 0.00676354 0.00474702 0.00369814 0.00245868 0.00201653
internal_count=3121 2594 1777 1339 1117 817
is_linear=0
shrinkage=0.1


Tree=7474
num_leaves=6
num_cat=0
split_feature=1 13 4 133 16
split_gain=1.21719e-05 2.86642e-05 2.08537e-05 2.12435e-05 4.49159e-05
threshold=0.10781 -0.010384999999999998 -0.0016099999999999997 1.0000000180025095e-35 -0.0007049999999999999
decision_type=2 2 2 2 2
left_child=2 -2 3 4 -1
right_child=1 -3 -4 -5 -6
leaf_value=-0.0068095949899714091 0.018618089126510664 -0.0022829209097082167 -0.011446513871201706 -0.0093328039708422163 0.022870760001977269
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leaf_count=768 354 230 650 784 335
internal_value=0 0.00515956 -0.00302554 0.00195127 0.00797078
internal_weight=0 0.0028617 0.00497587 0.00312751 0.00203952
internal_count=3121 584 2537 1887 1103
is_linear=0
shrinkage=0.1


Tree=7475
num_leaves=8
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split_feature=11 2 3 43 0 4 13
split_gain=5.3617e-05 3.80647e-05 6.30564e-05 5.12145e-05 5.19215e-05 2.92062e-05 2.20926e-05
threshold=1.0000000180025095e-35 0.098260000000000014 0.0068900000000000012 -0.074359999999999996 -0.11991499999999998 0.033845000000000007 -0.0087749999999999981
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 6 -5 -4 -1
right_child=-2 2 5 4 -6 -7 -8
leaf_value=0.00036950180226907008 -0.00042962671410857236 0.00059610354690574016 0.00027212467660205943 5.8930922376582929e-05 -0.00050491571248611068 -0.0001728172585605449 -3.7221226062564266e-05
leaf_weight=0.0010076274077371746 0.0010178393669660621 0.0010833139651760266 0.0010108867176607649 0.0011312489799869944 0.0014111283023185051 0.0012922440546227548 0.0010469803886698403
leaf_count=617 244 533 124 130 1063 155 255
internal_value=0 4.82308e-05 0.000205978 -6.79761e-05 -0.000254028 2.2476e-05 0.000162245
internal_weight=0 0.00798343 0.00338644 0.00459699 0.00254238 0.00230313 0.00205461
internal_count=3121 2877 812 2065 1193 279 872
is_linear=0
shrinkage=0.00196078


Tree=7476
num_leaves=6
num_cat=0
split_feature=457 1 2 1 43
split_gain=1.28952e-05 3.05611e-05 3.63878e-05 5.20324e-05 1.5921e-05
threshold=0.069910000000000014 0.12873500000000002 0.11293500000000002 0.096125000000000016 -0.084004999999999982
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
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leaf_value=0.0084217446512725083 0.0096284263208615741 0.014150645973247392 0.0097016738047497816 -0.025197533422401476 -0.007023011898165986
leaf_weight=0.0010297713316132246 0.0011738869396977778 0.0010247563139166591 0.0013499493577927985 0.0013707408610070622 0.0018968516732878798
leaf_count=500 267 238 337 378 1401
internal_value=0 -0.0017372 -0.00462019 -0.00911918 -0.00158857
internal_weight=0 0.00667207 0.00564731 0.00429736 0.00292662
internal_count=3121 2854 2616 2279 1901
is_linear=0
shrinkage=0.1


Tree=7477
num_leaves=6
num_cat=0
split_feature=42 51 51 13 16
split_gain=1.31045e-05 2.02222e-05 1.86249e-05 3.78074e-05 2.52127e-05
threshold=0.091735000000000025 -0.076794999999999988 0.087505000000000013 -0.13710499999999998 -0.079109999999999986
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
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leaf_count=436 667 143 326 787 762
internal_value=0 0.00165593 0.00417367 0.00712715 0.0122377
internal_weight=0 0.0066899 0.00553018 0.00439249 0.00336993
internal_count=3121 2454 2018 1692 1549
is_linear=0
shrinkage=0.1


Tree=7478
num_leaves=7
num_cat=0
split_feature=131 13 2 457 16 16
split_gain=2.39926e-05 4.06431e-05 4.71829e-05 3.44028e-05 2.55101e-05 2.93249e-05
threshold=0.078765000000000016 -0.076384999999999995 0.10005000000000001 0.045365000000000009 0.051380000000000002 -0.095564999999999983
decision_type=2 2 2 2 2 2
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leaf_value=-2.0116096947382951e-05 -0.00028697032177612744 -5.471428824473966e-05 0.00054116552871255727 0.00025233533615613913 7.6269985873978426e-05 -0.00046166812992146788
leaf_weight=0.0011916985032495698 0.0010118700895245213 0.0013947176170091232 0.0011141676977841999 0.0010603637372935274 0.0013499064218138413 0.0013299404499409902
leaf_count=809 516 277 251 173 379 716
internal_value=0 3.48349e-05 0.000251089 -6.2275e-05 -0.000144149 -0.000253354
internal_weight=0 0.00744079 0.00230587 0.00513493 0.00407456 0.00272466
internal_count=3121 2605 1060 1545 1372 993
is_linear=0
shrinkage=0.00196078


Tree=7479
num_leaves=6
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split_feature=3 13 13 48 0
split_gain=1.3585e-05 6.77877e-05 3.94673e-05 3.27791e-05 3.80906e-05
threshold=-0.078934999999999991 -0.023499999999999997 -0.061684999999999997 0.086260000000000017 -0.12333499999999999
decision_type=2 2 2 2 2
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leaf_value=-0.02408320716317635 0.014649857894770078 0.0081228405664638889 0.01667555993075609 -0.016968109916509121 -0.010017897769311744
leaf_weight=0.0011536379054149454 0.0018521015319479185 0.0015076342976218687 0.0011083296929050397 0.0011780955296415959 0.0010326410317406799
leaf_count=956 671 786 144 202 362
internal_value=0 -0.0058382 0.00295486 -0.00357116 0.00380067
internal_weight=0 0.00266127 0.00517117 0.00331907 0.00214097
internal_count=3121 1742 1379 708 506
is_linear=0
shrinkage=0.1


Tree=7480
num_leaves=7
num_cat=0
split_feature=131 13 457 2 1 1
split_gain=2.34249e-05 3.25159e-05 3.63942e-05 3.55833e-05 3.11154e-05 7.87287e-05
threshold=0.078765000000000016 -0.076384999999999995 0.045365000000000009 0.10005000000000001 0.111945 0.086560000000000012
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 -5 -6 -7
leaf_value=-1.0200133358018836e-05 -0.00028346115509069006 5.8688817233053539e-05 0.00026960005063677303 0.00047449006507540963 9.3847302124141471e-05 -0.00061187322000942211
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leaf_count=809 516 791 173 251 189 392
internal_value=0 3.02265e-05 -5.62614e-05 0.000222467 -0.000139063 -0.000263274
internal_weight=0 0.00751894 0.00518585 0.00233309 0.00413511 0.00269687
internal_count=3121 2605 1545 1060 1372 1183
is_linear=0
shrinkage=0.00196078


Tree=7481
num_leaves=8
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split_feature=50 4 150 13 48 42 13
split_gain=3.70921e-05 5.14279e-05 2.30522e-05 3.44073e-05 3.33107e-05 6.64308e-05 5.25031e-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 -7 -8
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leaf_count=101 560 315 224 574 344 716 287
internal_value=0 4.41548e-05 -2.49e-05 2.55875e-05 0.000101037 8.03299e-06 0.000215645
internal_weight=0 0.0076965 0.00649155 0.00547025 0.0044279 0.00340854 0.00216383
internal_count=3121 2561 2246 2022 1921 1577 861
is_linear=0
shrinkage=0.00196078


Tree=7482
num_leaves=7
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split_feature=11 43 2 12 3 0
split_gain=4.46752e-05 3.77154e-05 6.35018e-05 4.83703e-05 4.18715e-05 1.21096e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00798002 0.00514412 0.0028359 0.00373743 0.00213419
internal_count=3121 2877 1506 1371 698 522
is_linear=0
shrinkage=0.00196078


Tree=7483
num_leaves=6
num_cat=0
split_feature=1 0 150 16 16
split_gain=1.30738e-05 2.92169e-05 2.39772e-05 3.58264e-05 3.77436e-05
threshold=0.077565000000000009 0.024095000000000002 0.081835000000000019 -0.36241499999999999 -0.056919999999999991
decision_type=2 2 2 2 2
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internal_weight=0 0.00226302 0.0056009 0.00428209 0.0032544
internal_count=3121 1636 1485 1184 972
is_linear=0
shrinkage=0.1


Tree=7484
num_leaves=5
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split_feature=1 3 2 52
split_gain=1.31998e-05 2.35591e-05 2.22949e-05 4.83233e-05
threshold=0.10293500000000001 0.11296500000000002 0.10097500000000002 -0.0064899999999999992
decision_type=2 2 2 2
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leaf_weight=0.0013663025958565275 0.0019552290853191473 0.0014322236203473848 0.0011306534691897085 0.0019662272479221547
leaf_count=690 523 213 417 1278
internal_value=0 0.00466443 -0.00361455 0.000502227
internal_weight=0 0.00338745 0.00446318 0.00333253
internal_count=3121 736 2385 1968
is_linear=0
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Tree=7485
num_leaves=7
num_cat=0
split_feature=50 4 151 1 15 4
split_gain=1.35335e-05 2.32463e-05 2.50561e-05 3.05629e-05 4.87802e-05 3.10484e-05
threshold=0.079410000000000008 0.27834500000000006 -0.016164999999999995 0.083835000000000007 -0.053579999999999996 -0.15764999999999998
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=0.013427546009766561 -0.010482913511926435 0.015147774261477258 0.014365478234063998 0.0017964234001144601 -0.026956641901445873 -0.0088677841170976806
leaf_weight=0.0010026629420694082 0.0010710983450431342 0.0010688275376134811 0.0013058489231746306 0.0012296586752486619 0.0011343144210057884 0.0010280259651112987
leaf_count=365 609 315 77 183 331 1241
internal_value=0 0.00161436 -0.000923108 -0.00398597 -0.0120003 0.00413168
internal_weight=0 0.00676934 0.00570051 0.00469785 0.00236397 0.00233387
internal_count=3121 2512 2197 1832 514 1318
is_linear=0
shrinkage=0.1


Tree=7486
num_leaves=5
num_cat=0
split_feature=52 2 16 0
split_gain=1.43509e-05 3.29715e-05 2.99085e-05 2.51833e-05
threshold=-0.046924999999999988 0.089885000000000007 -0.056919999999999991 -0.11756999999999999
decision_type=2 2 2 2
left_child=1 -1 3 -2
right_child=2 -3 -4 -5
leaf_value=-0.0070332291808875083 -0.0071614085604485836 0.015708360971497838 -0.013285854931736611 0.010246962336305558
leaf_weight=0.0011104966949505625 0.0014903525410579744 0.0014968564603126744 0.0018480830582926185 0.0018782845184352561
leaf_count=404 257 549 655 1256
internal_value=0 0.0060225 -0.00306317 0.00254515
internal_weight=0 0.00260735 0.00521672 0.00336864
internal_count=3121 953 2168 1513
is_linear=0
shrinkage=0.1


Tree=7487
num_leaves=6
num_cat=0
split_feature=3 13 13 2 0
split_gain=1.23752e-05 5.43377e-05 3.35104e-05 2.94359e-05 3.66257e-05
threshold=-0.078934999999999991 -0.023499999999999997 -0.061684999999999997 0.11215000000000001 -0.11756999999999999
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.021960918561467979 0.013628673783698936 0.006905163983843176 0.014992795744099825 -0.016757597337337237 -0.010729631211608271
leaf_weight=0.001148860086472915 0.0018442386339097712 0.0015082070769735409 0.0012239031220634227 0.001078466811896273 0.001010669314966923
leaf_count=956 671 786 169 201 338
internal_value=0 -0.00557592 0.00282468 -0.00318949 0.00335886
internal_weight=0 0.00265707 0.00515728 0.00331304 0.00223457
internal_count=3121 1742 1379 708 507
is_linear=0
shrinkage=0.1


Tree=7488
num_leaves=7
num_cat=0
split_feature=131 13 160 3 49 2
split_gain=3.16482e-05 4.01807e-05 3.61611e-05 3.99269e-05 9.10174e-05 2.98482e-05
threshold=0.078765000000000016 -0.076384999999999995 -0.080719999999999986 -1.0000000180025095e-35 -0.00064499999999999985 0.10005000000000001
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=3.5972723652811374e-05 -0.00033073899999232784 0.00026678900786680657 -0.00035873484836367302 -0.00038538036381853053 0.00039190990374773574 0.00048016332278292
leaf_weight=0.0012103232055576617 0.0010316401075736474 0.0010387613420781219 0.0018317511658942319 0.0010882970703606507 0.0012380908416330686 0.0011196826188215581
leaf_count=809 516 247 1059 107 132 251
internal_value=0 3.54725e-05 -6.04536e-05 -0.000142203 2.82892e-05 0.000249428
internal_weight=0 0.00752691 0.0051969 0.00415814 0.00232639 0.00233001
internal_count=3121 2605 1545 1298 239 1060
is_linear=0
shrinkage=0.00196078


Tree=7489
num_leaves=7
num_cat=0
split_feature=131 13 2 160 1 3
split_gain=2.16505e-05 3.55497e-05 4.25529e-05 3.4901e-05 4.85649e-05 5.41465e-05
threshold=0.078765000000000016 -0.076384999999999995 0.10005000000000001 -0.080719999999999986 0.10374500000000002 -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=-2.4343822590819632e-05 -0.0002763043784400716 0.0002628675368011901 0.00051032511082663818 -0.00064859800055344424 7.9629810010876183e-05 -1.8857186959324682e-05
leaf_weight=0.001186516322961167 0.0010028252595942165 0.0010252376209495756 0.0011055182639729412 0.0011030866272923917 0.0019667528671815839 0.0010015549958235013
leaf_count=809 516 247 251 860 304 134
internal_value=0 3.07304e-05 0.000233543 -6.04777e-05 -0.000141901 -0.000348917
internal_weight=0 0.00738867 0.00229203 0.00509663 0.00407139 0.00210464
internal_count=3121 2605 1060 1545 1298 994
is_linear=0
shrinkage=0.00196078


Tree=7490
num_leaves=7
num_cat=0
split_feature=131 16 16 4 0 49
split_gain=2.70882e-05 2.92135e-05 5.89689e-05 4.22655e-05 2.59118e-05 2.53932e-05
threshold=0.077555000000000027 0.0065250000000000004 -0.056919999999999991 -0.10429499999999998 -0.11437499999999999 -0.0090649999999999984
decision_type=2 2 2 2 2 2
left_child=1 2 4 -3 5 -1
right_child=-2 3 -4 -5 -6 -7
leaf_value=0.00014296620696968907 -0.00030973694607678724 -3.5531548367554967e-05 -0.00048047752520668558 0.00046385517718497025 0.00024828074672542046 -0.00028140675328633966
leaf_weight=0.0010184645523456191 0.0010031469028926703 0.0013807931530162142 0.0010019140803123284 0.0012338141097823141 0.0015580566259066576 0.0011590147964867089
leaf_count=118 522 258 589 382 1080 172
internal_value=0 3.3751e-05 -5.80714e-05 0.000200125 5.52228e-05 -8.29163e-05
internal_weight=0 0.00735206 0.00473745 0.00261461 0.00373554 0.00217748
internal_count=3121 2599 1959 640 1370 290
is_linear=0
shrinkage=0.00196078


Tree=7491
num_leaves=7
num_cat=0
split_feature=11 43 2 12 3 2
split_gain=3.4961e-05 4.03477e-05 7.33715e-05 4.49343e-05 4.04749e-05 9.54631e-06
threshold=1.0000000180025095e-35 -0.04890499999999999 0.089885000000000007 0.051320000000000005 0.12178000000000001 0.10045500000000002
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=0.00055202804289146586 -0.00034464855398560156 -0.000442380080935434 0.00013262593175602036 3.9693790336755826e-05 -0.00015111189288767476 0.00039628312961011305
leaf_weight=0.0010572332325671971 0.0010029442580418825 0.0013990267690008199 0.001070600441917576 0.0017436001570068616 0.0015955320742769407 0.0010417082049271756
leaf_count=286 244 808 251 1085 176 271
internal_value=0 4.39607e-05 -5.97636e-05 0.000233085 8.46037e-05 0.000262651
internal_weight=0 0.0079077 0.00510687 0.00280083 0.00370784 0.00211231
internal_count=3121 2877 1506 1371 698 522
is_linear=0
shrinkage=0.00196078


Tree=7492
num_leaves=6
num_cat=0
split_feature=1 15 47 43 0
split_gain=1.40744e-05 2.63248e-05 2.75074e-05 2.42268e-05 3.85899e-05
threshold=0.10293500000000001 -0.037864999999999989 0.089100000000000013 -0.084004999999999982 -0.084144999999999984
decision_type=2 2 2 2 2
left_child=3 2 -2 -1 -5
right_child=1 -3 -4 4 -6
leaf_value=0.0074198685056842935 0.011265586992528458 0.017835939294671144 -0.010691404007803218 0.00068144923823394764 -0.021975678587665838
leaf_weight=0.0013558438068404692 0.0010086646976787664 0.0010645524181760032 0.0013136343375600124 0.0018351609224508262 0.0012733230377897106
leaf_count=615 359 205 172 860 910
internal_value=0 0.00481447 -0.00115463 -0.00373436 -0.00859955
internal_weight=0 0.00338685 0.0023223 0.00446433 0.00310848
internal_count=3121 736 531 2385 1770
is_linear=0
shrinkage=0.1


Tree=7493
num_leaves=7
num_cat=0
split_feature=1 12 2 49 2 15
split_gain=1.24136e-05 2.88429e-05 2.93838e-05 4.52633e-05 2.97115e-05 9.46699e-06
threshold=0.12500000000000003 0.098810000000000023 0.089885000000000007 -0.043469999999999995 0.10097500000000002 -0.0072999999999999992
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=-0.015152822428907996 0.0094869765874444293 -0.016581994866719151 0.024288872460941951 0.012827294639764217 -0.0093545029354244452 -0.0014847185809211065
leaf_weight=0.0010269269623598787 0.0011640103324709926 0.0010902229229853367 0.0010347174317076433 0.0010014143684150848 0.0015210424085276672 0.0010004260891619732
leaf_count=589 279 414 196 394 375 874
internal_value=0 -0.00170423 0.00120024 0.00667636 -0.000548338 -0.0084081
internal_weight=0 0.00667475 0.00558453 0.00355717 0.00252246 0.00202735
internal_count=3121 2842 2428 965 769 1463
is_linear=0
shrinkage=0.1


Tree=7494
num_leaves=8
num_cat=0
split_feature=50 4 150 48 15 4 12
split_gain=3.68321e-05 5.0791e-05 2.592e-05 3.17002e-05 5.61051e-05 7.01269e-05 5.11625e-05
threshold=0.088425000000000017 0.27834500000000006 0.088380000000000014 0.083985000000000018 -0.016799999999999995 -0.35136499999999998 0.084100000000000022
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=-0.00041035869868771965 -0.00035184548243664097 0.0004107690987435646 -0.00031042128410230767 0.00031246536475142296 -0.00032844393164306043 0.00060834658950273315 -1.0020590638676452e-05
leaf_weight=0.0012004999403560611 0.0010333028759366685 0.0012126325914210917 0.0010377506230699156 0.0011782018065618401 0.0010301580960659553 0.00102582254191691 0.0010318769612502234
leaf_count=454 560 315 224 361 155 196 856
internal_value=0 4.23549e-05 -2.63305e-05 2.76002e-05 -5.06649e-05 8.91772e-05 0.000298253
internal_weight=0 0.00771694 0.00650431 0.00546656 0.00428836 0.00308786 0.0020577
internal_count=3121 2561 2246 2022 1661 1207 1052
is_linear=0
shrinkage=0.00196078


Tree=7495
num_leaves=6
num_cat=0
split_feature=4 52 4 15 15
split_gain=1.26346e-05 2.30226e-05 3.97477e-05 9.1382e-05 4.45948e-05
threshold=0.24564500000000003 0.10744000000000002 -0.27825499999999997 -0.016799999999999995 0.084050000000000014
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.022857190050435142 0.0071539614876133086 0.01147801468647023 -0.016999244492824847 0.027347927847475119 -0.0015616398523696762
leaf_weight=0.0010035842625732878 0.0018613332615149856 0.0010106312351350231 0.0018272923470000592 0.0011105001815284953 0.0010270843637627844
leaf_count=207 426 468 869 358 793
internal_value=0 -0.00228057 -0.00507919 -0.000579248 0.0134572
internal_weight=0 0.00597909 0.00496846 0.00396488 0.00213758
internal_count=3121 2695 2227 2020 1151
is_linear=0
shrinkage=0.1


Tree=7496
num_leaves=7
num_cat=0
split_feature=11 2 4 0 43 1
split_gain=4.64835e-05 4.26477e-05 6.47556e-05 4.36383e-05 6.37121e-05 3.89226e-05
threshold=1.0000000180025095e-35 0.098260000000000014 0.033845000000000007 -0.053834999999999994 -0.072864999999999985 0.089370000000000019
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=0.0003672576528450976 -0.0003998045662529643 0.00046775294036798936 -7.75194213725513e-05 -0.00039592468916390745 9.0881724055775486e-05 -0.00045462622830464913
leaf_weight=0.0013499557773599905 0.0010147383847098545 0.001795436392546501 0.001569200138836603 0.0012144103235357502 0.0010001456045883642 0.0010114166437346556
leaf_count=798 244 407 405 194 802 271
internal_value=0 4.58685e-05 0.000213449 -7.73515e-05 3.77389e-05 -0.000183401
internal_weight=0 0.00794056 0.00336464 0.00457593 0.00336152 0.00201156
internal_count=3121 2877 812 2065 1871 1073
is_linear=0
shrinkage=0.00196078


Tree=7497
num_leaves=7
num_cat=0
split_feature=50 484 52 150 3 43
split_gain=2.65062e-05 2.49934e-05 2.10851e-05 3.96285e-05 4.25416e-05 5.45176e-05
threshold=0.088425000000000017 0.065750000000000017 -0.088614999999999985 0.083095000000000016 0.11296500000000002 -0.00067499999999999993
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=-0.00024108076822155209 -0.00030077965100635043 0.00032571435215076797 -0.00018824282558527213 0.00038623510217834295 -0.0003617136311809171 0.00033356165229572531
leaf_weight=0.0012030884240470333 0.0010090826084864129 0.0010034757138177013 0.0014899124470523618 0.0010563089834034036 0.0011417042295437862 0.0015927391642664372
leaf_count=511 560 349 932 250 94 425
internal_value=0 3.77483e-05 -6.81958e-06 4.65519e-05 -3.83866e-05 8.13622e-05
internal_weight=0 0.00748723 0.00648375 0.00528066 0.00422436 0.00308265
internal_count=3121 2561 2212 1701 1451 1357
is_linear=0
shrinkage=0.00196078


Tree=7498
num_leaves=7
num_cat=0
split_feature=2 2 13 0 0 15
split_gain=1.25076e-05 3.19321e-05 2.87253e-05 2.25432e-05 5.07981e-05 1.94366e-05
threshold=0.099185000000000009 0.091185000000000002 -0.08971999999999998 -0.060129999999999996 -0.10607499999999999 -0.074054999999999996
decision_type=2 2 2 2 2 2
left_child=1 3 -2 4 -1 -4
right_child=2 -3 5 -5 -6 -7
leaf_value=0.0098315526926499933 0.017584269322094254 -0.019156390292502937 0.0082151899580578096 0.013110458335486748 -0.019108002307271301 -0.010591599564883168
leaf_weight=0.0012424503746611452 0.0011278503932809331 0.0010085475209007776 0.0010096883385414253 0.0010728199988926435 0.001185087222902128 0.001205784465820702
leaf_count=199 200 403 308 194 1406 411
internal_value=0 -0.00347854 0.00459304 0.00103867 -0.0042963 -0.00202052
internal_weight=0 0.00450891 0.00334332 0.00350036 0.00242754 0.00221547
internal_count=3121 2202 919 1799 1605 719
is_linear=0
shrinkage=0.1


Tree=7499
num_leaves=6
num_cat=0
split_feature=42 0 49 15 3
split_gain=1.07944e-05 2.35564e-05 2.96659e-05 4.90655e-05 3.5257e-05
threshold=0.091735000000000025 0.041630000000000007 -0.006494999999999999 -0.016799999999999995 0.092670000000000016
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.012024680346172129 -0.0090216347222305 0.014069760610366822 0.0066840551849976244 0.01681381170259209 -0.01923485428408362
leaf_weight=0.0017540516400928749 0.001142529949882543 0.0012185787441031789 0.0010442174338413357 0.0016219554241135069 0.0010551293166091943
leaf_count=499 667 215 675 923 142
internal_value=0 0.00149521 -0.00130335 0.00375019 -0.00634276
internal_weight=0 0.00669393 0.00547535 0.0037213 0.00209935
internal_count=3121 2454 2239 1740 817
is_linear=0
shrinkage=0.1


Tree=7500
num_leaves=7
num_cat=0
split_feature=2 2 16 16 13 15
split_gain=1.23547e-05 2.67341e-05 2.35842e-05 4.76345e-05 2.13741e-05 1.8102e-05
threshold=0.099185000000000009 0.091185000000000002 -0.088159999999999988 0.013515000000000001 -0.08971999999999998 -0.074054999999999996
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -2 -6
right_child=4 -3 3 -5 5 -7
leaf_value=0.011699534508932945 0.015810977590713541 -0.017834122988445913 -0.019316027787924749 0.0098967081026677464 0.0087374052019296156 -0.0094368825123282377
leaf_weight=0.0012478402567510064 0.0011231842109661787 0.0010042114259843611 0.0011765815182954954 0.0010620173682778047 0.0010091587552577565 0.0011993784948486894
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internal_value=0 -0.00345751 0.000683432 -0.00545717 0.00457952 -0.00113241
internal_weight=0 0.00449065 0.00348644 0.0022386 0.00333172 0.00220854
internal_count=3121 2202 1799 1292 919 719
is_linear=0
shrinkage=0.1


Tree=7501
num_leaves=6
num_cat=0
split_feature=457 1 12 2 13
split_gain=1.2011e-05 2.89097e-05 3.40611e-05 4.79984e-05 4.17996e-05
threshold=0.045365000000000009 0.12873500000000002 0.098810000000000023 0.09142500000000002 -0.00051499999999999994
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.012570778675008215 0.0093003763321025511 0.013843908126731376 -0.020477921234020646 0.023743510016018987 -0.0021537768210920997
leaf_weight=0.001946001462111777 0.0011722046642601179 0.0010159714623659451 0.0010767169314060271 0.0010384591396133723 0.0015587882564106013
leaf_count=1434 289 238 410 487 263
internal_value=0 -0.00167983 -0.0044862 -0.000696279 0.00820075
internal_weight=0 0.00663594 0.00561997 0.00454325 0.00259725
internal_count=3121 2832 2594 2184 750
is_linear=0
shrinkage=0.1


Tree=7502
num_leaves=6
num_cat=0
split_feature=42 51 51 13 16
split_gain=1.02017e-05 2.12728e-05 1.8933e-05 3.77252e-05 2.91259e-05
threshold=0.091735000000000025 -0.076794999999999988 0.087505000000000013 -0.13710499999999998 -0.079109999999999986
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.010909649648750398 -0.0087885426475697147 -0.0098644731777163298 -0.0074951409878362824 0.0040689407260333767 0.022875519558362149
leaf_weight=0.0011491294188764982 0.0011355721888819748 0.0010155891181025511 0.0011294570942446255 0.0019218151737055997 0.0014409243283128202
leaf_count=436 667 143 326 787 762
internal_value=0 0.00146635 0.00404844 0.00702629 0.0121275
internal_weight=0 0.00665692 0.00550779 0.00437833 0.00336274
internal_count=3121 2454 2018 1692 1549
is_linear=0
shrinkage=0.1


Tree=7503
num_leaves=7
num_cat=0
split_feature=131 13 51 47 4 4
split_gain=1.90992e-05 3.62711e-05 3.48701e-05 5.68529e-05 7.50633e-05 3.06889e-05
threshold=0.078765000000000016 -0.23438999999999996 0.08955500000000001 0.092530000000000015 -0.033174999999999989 0.08184000000000001
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=0.00037806806750895845 -0.00024975251285207017 -0.00015354668968748151 -0.00034622089250621195 -0.0003372558206309522 0.00059064545406543423 0.00015385812568735437
leaf_weight=0.001008309444512372 0.0010553279077409302 0.0018414238937021839 0.0010644152145625752 0.0011938628090738465 0.0012203649647576926 0.001253867487166063
leaf_count=138 516 1036 316 173 624 318
internal_value=0 3.17882e-05 -2.13242e-05 4.14445e-05 0.000146206 0.000369295
internal_weight=0 0.00758224 0.00657393 0.00550952 0.00431566 0.00247423
internal_count=3121 2605 2467 2151 1978 942
is_linear=0
shrinkage=0.00196078


Tree=7504
num_leaves=6
num_cat=0
split_feature=3 13 43 16 4
split_gain=1.0734e-05 5.26516e-05 3.11385e-05 2.89411e-05 4.69084e-05
threshold=-0.078934999999999991 -0.023499999999999997 -0.067199999999999996 -0.056919999999999991 0.16173500000000005
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.021437943528739522 0.017128230261056192 0.0070674079765983035 0.018033892268728181 -0.011871423294663319 -0.010167508729159435
leaf_weight=0.0011380882738331263 0.001150688579655809 0.0015046631827583428 0.0013227070853502716 0.0016159600927104383 0.0010644560096668778
leaf_count=956 467 786 347 385 180
internal_value=0 -0.00520829 0.00263033 -0.00153706 0.00545865
internal_weight=0 0.00264275 0.00515381 0.00400312 0.00238716
internal_count=3121 1742 1379 912 527
is_linear=0
shrinkage=0.1


Tree=7505
num_leaves=7
num_cat=0
split_feature=2 4 16 47 4 4
split_gain=2.42794e-05 4.24181e-05 4.16802e-05 3.73324e-05 5.94022e-05 4.84997e-05
threshold=0.10912000000000001 0.181285 -0.074319999999999983 0.085270000000000026 -0.10429499999999998 -0.0029599999999999995
decision_type=2 2 2 2 2 2
left_child=1 3 -2 4 -1 -6
right_child=2 -3 -4 -5 5 -7
leaf_value=-0.00058020479017927278 -0.00010249335192469508 0.00027315341053400246 0.00038198018968804411 0.0001622462439019775 0.00018175188695967581 -0.00037526787287093947
leaf_weight=0.0013319685073053373 0.0013248344465351847 0.0010929488271254756 0.0014086585772497191 0.0011073822164260729 0.0013556357302547326 0.0010795687592453228
leaf_count=252 272 220 349 287 1377 364
internal_value=0 -7.59683e-05 0.000147172 -0.000154247 -0.000247282 -6.51847e-05
internal_weight=0 0.0059675 0.00273349 0.00487456 0.00376717 0.0024352
internal_count=3121 2500 621 2280 1993 1741
is_linear=0
shrinkage=0.00196078


Tree=7506
num_leaves=6
num_cat=0
split_feature=42 160 151 16 2
split_gain=1.32744e-05 3.36765e-05 4.02291e-05 5.79608e-05 4.39029e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 0.16703000000000004 0.089885000000000007
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
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leaf_value=-0.0094255930924447302 -0.01125058583214804 -0.011870342154795002 0.0027936709076438466 -0.0095774269255720825 0.027789454276257331
leaf_weight=0.0012604317955710988 0.0015211465359654397 0.0010309988139452862 0.001185144845086829 0.0010727986400002644 0.0017261131092496354
leaf_count=862 828 300 480 278 373
internal_value=0 0.00178267 0.00573587 0.010292 0.0176139
internal_weight=0 0.0065362 0.00501506 0.00398406 0.00291126
internal_count=3121 2259 1431 1131 853
is_linear=0
shrinkage=0.1


Tree=7507
num_leaves=6
num_cat=0
split_feature=484 42 43 16 0
split_gain=1.30555e-05 1.88102e-05 2.89128e-05 3.67349e-05 4.22613e-05
threshold=0.073690000000000019 -1.0000000180025095e-35 -0.074359999999999996 -0.029084999999999996 -0.20211999999999997
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.013167719053451247 0.010639337892921414 0.012797417931350908 -0.011997494606792506 -0.016696503939592877 0.013364375938026953
leaf_weight=0.0011639976026150793 0.0010004169543333281 0.0014794405002420971 0.0010938570029063834 0.0013957385839964915 0.0016452237061586573
leaf_count=806 394 734 103 435 649
internal_value=0 -0.00159839 0.000800267 -0.00349232 0.00323607
internal_weight=0 0.00677826 0.00561426 0.00413482 0.00273908
internal_count=3121 2727 1921 1187 752
is_linear=0
shrinkage=0.1


Tree=7508
num_leaves=6
num_cat=0
split_feature=16 1 150 16 13
split_gain=1.22664e-05 4.7709e-05 3.15974e-05 3.66519e-05 2.91252e-05
threshold=0.38525000000000004 0.077565000000000009 0.080470000000000014 -0.36241499999999999 -0.0025349999999999995
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.015211479143708087 0.0099321384533316761 -0.01710014421548597 0.017918141092590486 0.018464490210331235 -0.0030724390134773175
leaf_weight=0.0018617679512138901 0.0010676967249894304 0.0010151675650261695 0.0011721933881176563 0.0010231947982533899 0.0016253763960859865
leaf_count=1511 311 212 295 517 275
internal_value=0 -0.00160911 0.00362762 -0.000944557 0.0052477
internal_weight=0 0.0066977 0.00483593 0.00366374 0.00264857
internal_count=3121 2810 1299 1004 792
is_linear=0
shrinkage=0.1


Tree=7509
num_leaves=7
num_cat=0
split_feature=131 16 16 0 4 49
split_gain=1.74755e-05 2.94152e-05 6.31709e-05 3.6351e-05 3.35493e-05 3.21238e-05
threshold=0.078765000000000016 0.0065250000000000004 -0.056919999999999991 -0.11437499999999999 -0.10429499999999998 -0.0090649999999999984
decision_type=2 2 2 2 2 2
left_child=1 2 3 5 -3 -1
right_child=-2 4 -4 -5 -6 -7
leaf_value=0.00014533391123404792 -0.000243660224326439 -1.2750994146008045e-05 -0.00049645043726073007 0.00028234731017723081 0.0004310949626139145 -0.00032875923205202405
leaf_weight=0.0010310751099025907 0.0010189588768993235 0.0013857351688713558 0.001011497955231905 0.0015785845925276104 0.0012412351957339677 0.0011764534483392564
leaf_count=119 516 259 589 1080 382 176
internal_value=0 3.0177e-05 -6.1149e-05 5.51461e-05 0.000196965 -0.000107324
internal_weight=0 0.00742458 0.00479761 0.00378611 0.00262697 0.00220753
internal_count=3121 2605 1964 1375 641 295
is_linear=0
shrinkage=0.00196078


Tree=7510
num_leaves=7
num_cat=0
split_feature=50 484 457 1 4 15
split_gain=1.52447e-05 3.03858e-05 2.01165e-05 3.46708e-05 6.12259e-05 2.08578e-05
threshold=0.079410000000000008 0.044540000000000003 0.045365000000000009 0.11551000000000002 -0.083854999999999985 -0.095244999999999982
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=0.00012827000438191938 -0.00021866789054263605 0.00034242967577736083 0.00021939100084946746 0.00018772252234083839 -0.00020127314871995212 -0.00058567327627999746
leaf_weight=0.0015026562184856994 0.001122915394960451 0.001008935186190137 0.0010709103026689069 0.0013872641822011453 0.0011265321364472686 0.0010471747193709646
leaf_count=451 609 376 213 268 273 931
internal_value=0 2.70962e-05 -2.47661e-05 -7.6403e-05 -0.00017607 -0.000386456
internal_weight=0 0.00714347 0.00613454 0.00506363 0.00367636 0.00217371
internal_count=3121 2512 2136 1923 1655 1204
is_linear=0
shrinkage=0.00196078


Tree=7511
num_leaves=8
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split_feature=13 15 16 52 16 1 0
split_gain=3.94349e-05 2.93652e-05 5.22658e-05 4.91572e-05 5.80814e-05 2.64525e-05 2.94424e-05
threshold=-0.23438999999999996 -0.15914499999999995 -0.36241499999999999 0.091275000000000009 0.071345000000000006 0.093575000000000019 -0.084269999999999984
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=0.00033207048334412277 0.00022663138680682478 -0.00051288323160888854 -0.00032694413183715189 0.0003355290823406227 -0.00049711091536174543 0.00027210678287067848 0.00012500956651413677
leaf_weight=0.0011199016562483443 0.0011556140381196673 0.0010518599715870682 0.0011593681729757908 0.0010971978899858795 0.0011965432932008859 0.0010078152299688604 0.0010616249892073616
leaf_count=169 291 205 680 535 478 234 529
internal_value=0 -6.16244e-05 -0.000112292 -3.59933e-05 -0.000128107 8.64035e-06 -0.000110912
internal_weight=0 0.00773002 0.00657441 0.00552255 0.00442535 0.00322881 0.00222099
internal_count=3121 2952 2661 2456 1921 1443 1209
is_linear=0
shrinkage=0.00196078


Tree=7512
num_leaves=6
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split_feature=50 4 4 2 15
split_gain=1.39755e-05 2.61064e-05 2.17783e-05 2.75697e-05 2.67239e-05
threshold=0.079410000000000008 0.27834500000000006 0.098655000000000007 0.10644500000000001 -0.028889999999999996
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.0084832870698339901 -0.01072790026992123 0.01598717099234425 -0.012564782222445961 0.015725374329226747 -0.0099308715214328699
leaf_weight=0.001334685267290539 0.0010570219503841741 0.0010672924340694185 0.0012754742588399082 0.0011318257946360604 0.0019245884542173821
leaf_count=541 609 315 206 337 1113
internal_value=0 0.00164022 -0.00106202 0.00227917 -0.0023902
internal_weight=0 0.00673387 0.00566657 0.0043911 0.00325927
internal_count=3121 2512 2197 1991 1654
is_linear=0
shrinkage=0.1


Tree=7513
num_leaves=5
num_cat=0
split_feature=0 0 15 16
split_gain=1.19354e-05 2.44071e-05 3.79576e-05 4.22542e-05
threshold=-0.019414999999999998 -0.082974999999999979 -0.0063699999999999989 -0.090344999999999995
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=0.0040461177186566846 0.0068453388825532903 -0.013135522521183971 0.015830211953673234 -0.020694643946976909
leaf_weight=0.001984434723277138 0.0019046526428355328 0.0015279938591426919 0.0013042399673855987 0.0010585325338009171
leaf_count=466 365 1186 563 541
internal_value=0 -0.00226397 0.00155725 -0.00456025
internal_weight=0 0.0058752 0.00434721 0.00304297
internal_count=3121 2756 1570 1007
is_linear=0
shrinkage=0.1


Tree=7514
num_leaves=6
num_cat=0
split_feature=1 4 15 52 4
split_gain=2.6445e-05 3.73273e-05 3.44714e-05 7.06616e-05 3.43431e-05
threshold=0.111945 0.24564500000000003 1.0000000180025095e-35 -0.078224999999999975 -0.0016099999999999997
decision_type=2 2 2 2 2
left_child=2 -2 3 -1 -5
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leaf_value=0.00042950579581777279 -2.6098971987789111e-05 0.00044792954452101434 -0.00032737233381609633 7.1058797191453674e-05 -0.00032579140245661163
leaf_weight=0.0011650158128896594 0.001611570716903835 0.0010579322566639242 0.0015259250151531886 0.0016465762095064357 0.0017081104627274639
leaf_count=590 221 276 1156 398 480
internal_value=0 0.00016176 -7.25563e-05 1.34737e-05 -0.000131006
internal_weight=0 0.0026695 0.00604563 0.0045197 0.00335469
internal_count=3121 497 2624 1468 878
is_linear=0
shrinkage=0.00196078


Tree=7515
num_leaves=7
num_cat=0
split_feature=4 1 12 52 16 15
split_gain=2.38992e-05 3.80554e-05 3.77631e-05 5.65594e-05 5.40915e-05 5.79962e-05
threshold=0.24564500000000003 0.111945 0.098810000000000023 0.091275000000000009 0.071345000000000006 -0.0063699999999999989
decision_type=2 2 2 2 2 2
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right_child=1 -3 -4 -5 -6 -7
leaf_value=-0.00026222971136736399 -9.138986491811875e-05 0.00043807245313411288 -0.0004105094006371846 0.00033821401559734138 -0.0004999667353736795 0.00026509275167582139
leaf_weight=0.0015342759485953285 0.0010232843706302476 0.0010652504730954949 0.0010122405167809819 0.0014281915230795975 0.0010460382199530376 0.0016798140739537506
leaf_count=631 150 276 404 497 391 772
internal_value=0 0.000178661 -6.15636e-05 5.31593e-07 -0.000112675 1.33704e-05
internal_weight=0 0.00208853 0.00670056 0.00568832 0.00426013 0.00321409
internal_count=3121 426 2695 2291 1794 1403
is_linear=0
shrinkage=0.00196078


Tree=7516
num_leaves=7
num_cat=0
split_feature=159 47 0 4 13 4
split_gain=5.25458e-05 4.64667e-05 4.68049e-05 5.76273e-05 3.628e-05 2.38956e-05
threshold=-1.0000000180025095e-35 0.10254000000000001 -0.18113999999999997 0.15285000000000001 -0.033284999999999988 -0.10429499999999998
decision_type=2 2 2 2 2 2
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leaf_weight=0.0010030561025681046 0.0014841820261658582 0.0014834627964358882 0.0019495722315786028 0.0010784684071558602 0.0010228889289652953 0.0010645948423202048
leaf_count=509 128 202 993 342 205 742
internal_value=0 5.45005e-05 -1.59828e-05 7.29602e-05 -3.46046e-05 0.00014503
internal_weight=0 0.00808317 0.00659971 0.00511552 0.00403706 0.00208748
internal_count=3121 2612 2410 2282 1940 947
is_linear=0
shrinkage=0.00196078


Tree=7517
num_leaves=6
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split_feature=42 49 47 4 12
split_gain=1.20334e-05 2.39264e-05 3.12077e-05 2.29638e-05 4.54753e-05
threshold=0.091735000000000025 -0.00064499999999999985 0.10254000000000001 0.055260000000000011 0.084100000000000022
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.0078550736003404117 -0.0095247162802882066 0.019898276333326498 0.021064118547236318 -0.01127237403004204 -0.0060742632203347026
leaf_weight=0.0019152160077511738 0.0011412071528842339 0.0012680864489924165 0.0010018178715205323 0.0010598878493433628 0.001439274364434404
leaf_count=571 667 344 142 298 1099
internal_value=0 0.00158596 0.0053774 0.00120585 0.00609088
internal_weight=0 0.00668428 0.00476907 0.00376725 0.00270736
internal_count=3121 2454 1883 1741 1443
is_linear=0
shrinkage=0.1


Tree=7518
num_leaves=7
num_cat=0
split_feature=11 13 12 16 52 1
split_gain=6.87179e-05 6.79469e-05 6.89721e-05 9.64476e-05 7.46388e-05 6.77921e-05
threshold=0.076920000000000002 -0.084034999999999985 0.051320000000000005 -0.074319999999999983 -0.067494999999999986 0.08844500000000001
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 4 -6 -7
leaf_value=4.4782947027260471e-05 -0.00048808773962158149 -0.00027715566856822515 -0.00039671225687270905 -6.2727106318891026e-05 0.00063731333406461454 0.00070685828338723521
leaf_weight=0.0013757497429792785 0.0010041562913624931 0.0017223933233106734 0.0016666601732739138 0.0010386016800678316 0.0013424479506837805 0.0010471959494615009
leaf_count=574 226 242 1446 217 141 275
internal_value=0 5.53744e-05 -6.03359e-05 7.62873e-05 0.000331959 0.000330932
internal_weight=0 0.00819305 0.0057701 0.00410344 0.00238105 0.00242295
internal_count=3121 2895 2046 600 358 849
is_linear=0
shrinkage=0.00196078


Tree=7519
num_leaves=6
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split_feature=3 457 3 12 4
split_gain=1.18308e-05 2.09335e-05 3.29272e-05 4.24977e-05 5.66056e-05
threshold=0.13524500000000003 0.069910000000000014 0.088060000000000013 0.079890000000000017 0.09173000000000002
decision_type=2 2 2 2 2
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right_child=-2 -3 -4 4 -6
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leaf_weight=0.0015982111634516441 0.0011911024029968064 0.001084214357458136 0.0012157346732943556 0.0016075704210647443 0.0011393198279595483
leaf_count=401 192 246 135 1940 207
internal_value=0 -0.00167867 -0.004157 -8.66951e-05 -0.00763031
internal_weight=0 0.00664505 0.00556084 0.0043451 0.00274689
internal_count=3121 2929 2683 2548 2147
is_linear=0
shrinkage=0.1


Tree=7520
num_leaves=7
num_cat=0
split_feature=1 2 52 3 12 3
split_gain=2.10669e-05 3.07371e-05 4.00839e-05 3.2773e-05 2.63034e-05 8.91001e-05
threshold=0.10293500000000001 0.10327000000000001 -0.0064899999999999992 -0.055119999999999995 0.051320000000000005 0.12178000000000001
decision_type=2 2 2 2 2 2
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leaf_value=-0.00025262380204472263 0.00059333987369339987 -0.00038541262182561104 -6.5344247621496079e-05 0.00040270003217655984 -0.00010606659752770421 -0.0001806963233323097
leaf_weight=0.0015279453928213099 0.00124215756051452 0.001046705006974979 0.001211563425425703 0.0010950367812132193 0.001370444791438104 0.0010594015771007883
leaf_count=707 297 361 1201 116 264 175
internal_value=0 -8.76017e-05 -6.30915e-06 0.000156855 0.000108996 0.000237053
internal_weight=0 0.00488125 0.00383455 0.0023066 0.003672 0.00230156
internal_count=3121 2385 2024 1317 736 472
is_linear=0
shrinkage=0.00196078


Tree=7521
num_leaves=7
num_cat=0
split_feature=11 13 43 52 16 52
split_gain=3.6015e-05 3.38071e-05 3.74774e-05 5.40419e-05 5.33838e-05 2.27519e-05
threshold=1.0000000180025095e-35 -0.091054999999999983 -0.074359999999999996 -0.069804999999999992 -0.16075999999999999 -0.020999999999999994
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 4 -6 -7
leaf_value=0.00026577874310112142 -0.00035279345732133733 0.00037667848859415816 -0.00054491259179864963 -0.0003255036058497664 0.00025198142412341572 -9.4052034676442009e-06
leaf_weight=0.0019139826078011513 0.001017814544615748 0.0010198442474546835 0.0010144479691589969 0.0011190684215111922 0.0013675273647935854 0.0013821295718429037
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internal_value=0 3.93239e-05 -3.41013e-05 -0.00016351 -7.91014e-06 0.00015452
internal_weight=0 0.007817 0.00590302 0.00350104 0.0024866 0.00240197
internal_count=3121 2877 2481 1382 1124 1099
is_linear=0
shrinkage=0.00196078


Tree=7522
num_leaves=6
num_cat=0
split_feature=131 16 150 3 3
split_gain=1.97391e-05 3.28892e-05 4.0108e-05 4.02874e-05 3.80469e-05
threshold=0.077555000000000027 0.0065250000000000004 0.081835000000000019 -1.0000000180025095e-35 -0.013929999999999998
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -3
right_child=-2 4 -4 -5 -6
leaf_value=-0.00036644944411458265 -0.00025967328274263739 0.00047558940320264738 0.00026873997098309015 4.6193722225593359e-05 -1.6408846285481525e-06
leaf_weight=0.0018383673210824619 0.001002606929009899 0.0011572369464968172 0.0010753955989312482 0.001800667266313324 0.0014433567054538507
leaf_count=1435 522 467 306 218 173
internal_value=0 3.36997e-05 -6.39499e-05 -0.000162265 0.000210722
internal_weight=0 0.00731502 0.00471443 0.00363903 0.00260059
internal_count=3121 2599 1959 1653 640
is_linear=0
shrinkage=0.00196078


Tree=7523
num_leaves=5
num_cat=0
split_feature=52 52 43 2
split_gain=1.17629e-05 3.21452e-05 2.6788e-05 4.42485e-05
threshold=-0.081429999999999989 -0.0064899999999999992 -0.0037449999999999996 0.10613000000000002
decision_type=2 2 2 2
left_child=-1 -2 -3 -4
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leaf_weight=0.0018734949205018976 0.0010740639771012811 0.0018426398387241076 0.0016870843556580951 0.00138256434354205
leaf_count=771 438 1126 570 216
internal_value=0 -0.00220312 0.00122338 0.00694481
internal_weight=0 0.00598635 0.00491229 0.00306965
internal_count=3121 2350 1912 786
is_linear=0
shrinkage=0.1


Tree=7524
num_leaves=8
num_cat=0
split_feature=131 13 0 160 1 3 1
split_gain=2.83258e-05 3.39416e-05 3.59752e-05 3.00474e-05 4.73919e-05 6.22477e-05 1.65472e-05
threshold=0.078765000000000016 -0.076384999999999995 -0.084269999999999984 -0.080719999999999986 0.10234000000000001 -1.0000000180025095e-35 0.11414000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5 -6
right_child=-2 3 -4 4 6 -7 -8
leaf_value=-7.3047584905226862e-06 -0.00030694408144862391 0.00025340535577119094 0.00048240252725601743 -0.0006424440852142245 0.0002711969064996815 2.5516745221150815e-05 -8.0615476257792521e-05
leaf_weight=0.0011522465599734457 0.0010302260778921124 0.0010247854821213292 0.0011547706986272653 0.0011269807145023094 0.0010078982136052139 0.0010235548475536864 0.0010489200734252811
leaf_count=687 516 247 373 835 188 127 148
internal_value=0 3.96873e-05 0.000237817 -4.76743e-05 -0.000121008 -0.000324526 9.17824e-05
internal_weight=0 0.00753916 0.00230702 0.00523214 0.00420735 0.00215054 0.00205682
internal_count=3121 2605 1060 1545 1298 962 336
is_linear=0
shrinkage=0.00196078


Tree=7525
num_leaves=7
num_cat=0
split_feature=131 16 16 3 0 49
split_gain=1.65151e-05 3.33911e-05 5.81518e-05 4.54271e-05 2.973e-05 2.36413e-05
threshold=0.078765000000000016 0.0065250000000000004 -0.056919999999999991 -0.013929999999999998 -0.11437499999999999 -0.0090649999999999984
decision_type=2 2 2 2 2 2
left_child=1 2 4 -3 5 -1
right_child=-2 3 -4 -5 -6 -7
leaf_value=0.00011573674127037619 -0.00023365727820270655 0.00049339350180548742 -0.00048274983104254731 -2.2915563567737826e-05 0.0002502145225940368 -0.00029046454358622333
leaf_weight=0.0010324511413221391 0.0010213680433320054 0.0011897609568017817 0.001012111420955965 0.0014581259424770975 0.00159400900308932 0.0011809956520792281
leaf_count=119 516 468 589 173 1080 176
internal_value=0 3.21809e-05 -6.50053e-05 0.000209075 4.60411e-05 -0.000100994
internal_weight=0 0.00746745 0.00481957 0.00264789 0.00380746 0.00221345
internal_count=3121 2605 1964 641 1375 295
is_linear=0
shrinkage=0.00196078


Tree=7526
num_leaves=7
num_cat=0
split_feature=11 1 4 15 0 2
split_gain=4.48318e-05 4.33498e-05 8.73958e-05 5.98292e-05 0.000108909 3.01214e-05
threshold=1.0000000180025095e-35 0.094385000000000011 -0.0016099999999999997 -0.053579999999999996 -0.15090499999999998 0.097220000000000015
decision_type=2 2 2 2 2 2
left_child=1 2 5 4 -3 -1
right_child=-2 3 -4 -5 -6 -7
leaf_value=-0.00016058311762816015 -0.00048900378787416175 -0.00018177203205018341 -0.00064907011355065127 -0.00021134922625047506 0.0006759489154431089 0.00025651993065856061
leaf_weight=0.0018342506358919842 0.0010120239415618007 0.0010191877329568649 0.0011479370969634875 0.0014468793253128091 0.0012889665575461719 0.0010448201890291265
leaf_count=1346 244 86 501 284 439 221
internal_value=0 -5.0296e-05 -0.000191612 0.000101256 0.000297214 -9.21564e-06
internal_weight=0 0.00778204 0.00402701 0.00375503 0.00230815 0.00287907
internal_count=3121 2877 2068 809 525 1567
is_linear=0
shrinkage=0.00196078


Tree=7527
num_leaves=6
num_cat=0
split_feature=4 151 4 4 13
split_gain=1.26074e-05 1.93744e-05 4.05829e-05 3.58477e-05 3.30827e-05
threshold=0.27044500000000005 -0.024429999999999997 -0.0029599999999999995 0.071150000000000005 -0.0034749999999999994
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -3
right_child=-2 2 3 -5 -6
leaf_value=0.010365729481489809 0.0085390195569050777 0.013616115203185931 -0.027992938247814542 -0.0033899755435584395 -0.0072876974740144172
leaf_weight=0.0010647095982773552 0.0013843770978887891 0.001537214139502766 0.0010462174428533763 0.0013647667996398785 0.00149184579561123
leaf_count=451 365 1158 417 202 528
internal_value=0 -0.00197055 -0.00438498 -0.0140661 0.00332075
internal_weight=0 0.00650475 0.00544004 0.00241098 0.00302906
internal_count=3121 2756 2305 619 1686
is_linear=0
shrinkage=0.1


Tree=7528
num_leaves=7
num_cat=0
split_feature=131 13 0 160 16 3
split_gain=1.92755e-05 3.04011e-05 3.63401e-05 2.90838e-05 4.46906e-05 1.87618e-05
threshold=0.078765000000000016 -0.076384999999999995 -0.084269999999999984 -0.080719999999999986 -0.018494999999999998 0.090900000000000009
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=-2.9122958257655436e-05 -0.00026031787807817493 0.0002435543030787076 0.00046869649974307001 -0.00011040643295808269 -0.00037427635616158009 0.00023940407376816047
leaf_weight=0.0011298930824443333 0.0010003540063837071 0.0010092950242395525 0.001125198371861434 0.0013392637264524991 0.001671986963771712 0.0010529312473611246
leaf_count=687 516 247 373 703 503 92
internal_value=0 2.98444e-05 0.000219269 -5.43521e-05 -0.000128334 4.35636e-05
internal_weight=0 0.00732857 0.00225509 0.00507348 0.00406418 0.00239219
internal_count=3121 2605 1060 1545 1298 795
is_linear=0
shrinkage=0.00196078


Tree=7529
num_leaves=7
num_cat=0
split_feature=11 2 52 3 2 43
split_gain=4.21633e-05 5.82462e-05 0.000103928 6.23571e-05 3.51595e-05 6.60176e-05
threshold=0.076920000000000002 0.10912000000000001 0.084960000000000022 0.12178000000000001 0.089885000000000007 -0.074359999999999996
decision_type=2 2 2 2 2 2
left_child=1 2 4 -3 5 -1
right_child=-2 3 -4 -5 -6 -7
leaf_value=0.00024273497003446891 -0.00037930872059758033 0.00062383960062400588 -0.0005393588452809226 -3.4464029647857428e-06 0.00030095230317099607 -0.00036435074741728257
leaf_weight=0.0013948325658507614 0.0010257923902747762 0.0011670571016175095 0.0013582510691692203 0.0012748008440112615 0.0017095423677528565 0.0013603331819937753
leaf_count=530 226 389 794 162 462 558
internal_value=0 4.21673e-05 -6.44273e-05 0.000296358 8.00561e-05 -5.7007e-05
internal_weight=0 0.00826482 0.00582296 0.00244186 0.00446471 0.00275517
internal_count=3121 2895 2344 551 1550 1088
is_linear=0
shrinkage=0.00196078


Tree=7530
num_leaves=6
num_cat=0
split_feature=2 43 3 3 1
split_gain=1.14414e-05 3.05686e-05 4.17923e-05 1.88454e-05 2.59441e-05
threshold=0.099185000000000009 -0.074359999999999996 -1.0000000180025095e-35 0.12178000000000001 0.10471500000000002
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -2
right_child=3 2 -4 -5 -6
leaf_value=0.0058988000277445619 -0.00088434774353718718 -0.025394181006424505 0.00045138897761901075 -0.0050461349392734185 0.02161978181225372
leaf_weight=0.0019908070579985498 0.0010310671338878451 0.0010952582182809888 0.0014591305944795037 0.0013137651325253945 0.001018168119568681
leaf_count=936 481 1067 199 174 264
internal_value=0 -0.00339065 -0.0106305 0.0043031 0.0102969
internal_weight=0 0.0045452 0.00255439 0.003363 0.00204924
internal_count=3121 2202 1266 919 745
is_linear=0
shrinkage=0.1


Tree=7531
num_leaves=6
num_cat=0
split_feature=42 0 49 15 16
split_gain=1.17351e-05 2.18845e-05 2.7159e-05 5.01728e-05 3.54223e-05
threshold=0.091735000000000025 0.041630000000000007 -0.006494999999999999 -0.016799999999999995 -0.090344999999999995
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.011431994376660946 -0.0094355282830742293 0.01358926342646373 0.0070598085180057727 0.016734059382225327 -0.018848993952213483
leaf_weight=0.0017637916881478558 0.0011519345090028809 0.0012229646376904022 0.0010034739458917822 0.0016408487648837066 0.0011129650498860522
leaf_count=499 667 215 321 923 496
internal_value=0 0.0014857 -0.00119533 0.00361008 -0.00656477
internal_weight=0 0.00674404 0.00552108 0.00375729 0.00211644
internal_count=3121 2454 2239 1740 817
is_linear=0
shrinkage=0.1


Tree=7532
num_leaves=7
num_cat=0
split_feature=157 160 52 42 49 0
split_gain=2.69719e-05 5.46504e-05 7.27241e-05 4.88906e-05 4.3958e-05 3.61489e-05
threshold=-0.06266999999999999 -1.0000000180025095e-35 0.10347000000000002 -0.0060199999999999993 -0.047584999999999995 -0.10224499999999999
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=0.00029168851421295679 -0.00044759640422311421 -0.00045505621963476758 0.0005031198240708812 0.00031497821666582237 -0.00033116654118943228 8.7136979701524605e-05
leaf_weight=0.0010083842274530297 0.0011304172259070317 0.0010269902961027259 0.0010102464192060408 0.0013520327575792385 0.0014809615509199174 0.0017130001454986057
leaf_count=460 654 655 194 226 201 731
internal_value=0 -4.9309e-05 1.90816e-05 -6.86628e-05 1.86277e-05 -0.00010682
internal_weight=0 0.00771365 0.00658323 0.00557298 0.00454599 0.00319396
internal_count=3121 2661 2007 1813 1158 932
is_linear=0
shrinkage=0.00196078


Tree=7533
num_leaves=6
num_cat=0
split_feature=49 52 2 42 0
split_gain=1.25979e-05 2.07526e-05 4.34571e-05 7.16695e-05 3.54702e-05
threshold=-0.047584999999999995 0.10744000000000002 0.11215000000000001 0.084050000000000014 -0.10151999999999999
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.0073399762691758758 0.021677335968015653 0.0099877082611071512 -0.022662582451298936 -0.021509513779859962 -0.0011434283938308836
leaf_weight=0.001765487942362874 0.0011766750960450385 0.0011307772020143925 0.0010907735014465351 0.0011161252987075192 0.001617109891771587
leaf_count=403 187 506 343 775 907
internal_value=0 -0.00224662 -0.0050131 -8.93065e-05 0.00846813
internal_weight=0 0.00613146 0.00500068 0.00390991 0.00279378
internal_count=3121 2718 2212 1869 1094
is_linear=0
shrinkage=0.1


Tree=7534
num_leaves=6
num_cat=0
split_feature=1 15 0 2 16
split_gain=1.29305e-05 2.69501e-05 3.80283e-05 2.82016e-05 2.53669e-05
threshold=0.10937500000000001 1.0000000180025095e-35 -0.10151999999999999 0.097220000000000015 -0.071854999999999988
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -2
right_child=4 -3 3 -5 -6
leaf_value=0.012179509735684128 0.015354200431342134 -0.015009565545693363 -0.019879079620961703 0.0034225418347561421 -0.0041208143297486333
leaf_weight=0.0017493645385517026 0.0013293594199319694 0.0013746294362010254 0.0010040965468181928 0.0010759880021835105 0.0013460360014145773
leaf_count=317 305 1153 746 357 243
internal_value=0 -0.00299843 0.00131311 -0.0078256 0.005556
internal_weight=0 0.00520408 0.00382945 0.00208008 0.0026754
internal_count=3121 2573 1420 1103 548
is_linear=0
shrinkage=0.1


Tree=7535
num_leaves=6
num_cat=0
split_feature=52 52 43 12 1
split_gain=1.30786e-05 3.53489e-05 2.82089e-05 5.84213e-05 5.31377e-05
threshold=-0.046924999999999988 -0.088204999999999992 -0.14968999999999996 0.090840000000000018 0.094385000000000011
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.0036250617209697337 0.012121481787087357 0.020200088993313811 -0.01441265988259071 -0.025044099434343971 0.012340902113044252
leaf_weight=0.0015921730642219517 0.001003091117854499 0.0010227666012790353 0.0012970198864850045 0.0012157567524231725 0.0017361747401997338
leaf_count=680 184 273 1005 660 319
internal_value=0 0.00569354 -0.00296192 -0.0065228 0.000900851
internal_weight=0 0.00261494 0.00525204 0.00424895 0.00303319
internal_count=3121 953 2168 1984 1324
is_linear=0
shrinkage=0.1


Tree=7536
num_leaves=8
num_cat=0
split_feature=157 160 52 42 151 13 4
split_gain=2.71896e-05 8.56372e-05 6.49658e-05 6.71782e-05 5.77994e-05 3.99102e-05 8.67242e-05
threshold=-0.06266999999999999 -1.0000000180025095e-35 0.10347000000000002 -0.025789999999999997 -0.0083949999999999979 -0.10278499999999999 0.053180000000000012
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=0.00029396521490059925 -0.00054746050745447736 -0.00050103520398316395 0.00049607737621826275 -0.00033938685916365413 -0.0001490864413517841 3.4080410212011308e-06 0.00074014148442621511
leaf_weight=0.0010189105313203233 0.0011234362744058871 0.0010147568413748555 0.0010090151822377876 0.0010891983870585089 0.0010273667786378782 0.0014801651705914068 0.001050118858794454
leaf_count=460 654 534 194 255 152 675 197
internal_value=0 -4.66331e-05 3.7714e-05 -4.39759e-05 5.58346e-05 0.000176834 0.000309167
internal_weight=0 0.00779406 0.00667062 0.00566161 0.00464685 0.00355765 0.00253028
internal_count=3121 2661 2007 1813 1279 1024 872
is_linear=0
shrinkage=0.00196078


Tree=7537
num_leaves=6
num_cat=0
split_feature=0 3 4 4 4
split_gain=1.3522e-05 2.61257e-05 3.51949e-05 2.58699e-05 2.29272e-05
threshold=-0.060129999999999996 0.090900000000000009 0.053180000000000012 -0.35136499999999998 0.056795000000000005
decision_type=2 2 2 2 2
left_child=1 2 -1 -2 -3
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leaf_value=-0.01912460992153997 -0.005103396476818318 0.016438974068139749 0.0022014966338837327 0.014637828117996488 -0.00453566671503919
leaf_weight=0.0016116089419112656 0.0012143861559551009 0.0010073506916273688 0.0014886663126757443 0.001464167026393748 0.0010797589668485649
leaf_count=1875 227 120 413 346 140
internal_value=0 -0.0030616 -0.0088844 0.00568767 0.00558782
internal_weight=0 0.00518738 0.00310028 0.00267855 0.00208711
internal_count=3121 2548 2288 573 260
is_linear=0
shrinkage=0.1


Tree=7538
num_leaves=6
num_cat=0
split_feature=484 0 16 49 52
split_gain=1.16073e-05 2.44177e-05 4.64238e-05 4.10167e-05 3.23104e-05
threshold=0.073690000000000019 -0.11756999999999999 -0.056919999999999991 -0.043469999999999995 0.091275000000000009
decision_type=2 2 2 2 2
left_child=1 3 -3 -1 -4
right_child=-2 2 4 -5 -6
leaf_value=0.0062677596764141134 0.0099647796761324139 0.014748480635016404 -0.016656691320983224 -0.019770722272944789 0.0064828736052076593
leaf_weight=0.0010074379098552943 0.0010044252006118359 0.0018946113164320603 0.0013261435242158883 0.0015142890259080893 0.0011072848201371418
leaf_count=142 394 1247 852 275 211
internal_value=0 -0.00154638 0.00301103 -0.00936827 -0.00612748
internal_weight=0 0.00684977 0.00432804 0.00252173 0.00243343
internal_count=3121 2727 2310 417 1063
is_linear=0
shrinkage=0.1


Tree=7539
num_leaves=6
num_cat=0
split_feature=11 2 43 52 52
split_gain=5.48831e-05 4.21617e-05 6.47698e-05 4.46769e-05 7.85473e-05
threshold=1.0000000180025095e-35 0.089885000000000007 -0.074359999999999996 -0.024714999999999997 0.092650000000000024
decision_type=2 2 2 2 2
left_child=1 2 -1 -3 -5
right_child=-2 3 -4 4 -6
leaf_value=0.0001454093725596129 -0.00043205564005080043 0.00043957875907667124 -0.00042233649721524699 -0.00024315514888386983 0.0003742079403846871
leaf_weight=0.0016357481439790652 0.0010006838574870792 0.0015885375255557019 0.0014639559316471432 0.0017444968927249789 0.0014516755956640319
leaf_count=686 244 479 918 408 386
internal_value=0 5.54136e-05 -0.000122731 0.000170822 3.72462e-05
internal_weight=0 0.00788441 0.0030997 0.00478471 0.00319617
internal_count=3121 2877 1604 1273 794
is_linear=0
shrinkage=0.00196078


Tree=7540
num_leaves=7
num_cat=0
split_feature=131 13 160 1 3 0
split_gain=1.93149e-05 4.10677e-05 3.45459e-05 4.21986e-05 5.46918e-05 3.25249e-05
threshold=0.078765000000000016 -0.076384999999999995 -0.080719999999999986 0.10374500000000002 -1.0000000180025095e-35 -0.084269999999999984
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=1.3137525321885587e-05 -0.00025836969523952236 0.00025737706309090065 -0.00064222826067234157 6.0924812991237782e-05 -1.3554885262085188e-05 0.00048186420692924466
leaf_weight=0.0011240154692038636 0.0010041162816167397 0.0010166045140304588 0.0010979435445561674 0.0019628853311617787 0.0010321849236267706 0.0011530012625609663
leaf_count=687 516 247 860 304 134 373
internal_value=0 3.14723e-05 -6.61267e-05 -0.000146477 -0.000337595 0.000250484
internal_weight=0 0.00738664 0.00510962 0.00409301 0.00213013 0.00227702
internal_count=3121 2605 1545 1298 994 1060
is_linear=0
shrinkage=0.00196078


Tree=7541
num_leaves=6
num_cat=0
split_feature=52 13 16 3 2
split_gain=1.22678e-05 2.89932e-05 2.34607e-05 4.19663e-05 1.75108e-05
threshold=0.11434500000000002 -0.084034999999999985 -0.079109999999999986 -0.015584999999999998 0.10005000000000001
decision_type=2 2 2 2 2
left_child=1 4 -3 -4 -1
right_child=-2 2 3 -5 -6
leaf_value=0.0023982554627028601 -0.0098970113869833662 -0.012026446021004613 0.013818105041818355 -0.010254340220043762 0.020621016197654409
leaf_weight=0.0010866214904693824 0.001093314334411238 0.001751990196752198 0.0015567471320852943 0.0013541658146910434 0.0010245037968255868
leaf_count=589 501 711 890 243 187
internal_value=0 0.00151864 -0.0028834 0.00261953 0.0112415
internal_weight=0 0.00677403 0.0046629 0.00291091 0.00211113
internal_count=3121 2620 1844 1133 776
is_linear=0
shrinkage=0.1


Tree=7542
num_leaves=7
num_cat=0
split_feature=484 160 4 52 13 15
split_gain=4.40585e-05 4.42123e-05 5.21021e-05 3.98173e-05 7.23659e-05 6.51505e-05
threshold=0.084040000000000017 -1.0000000180025095e-35 0.27834500000000006 0.091275000000000009 0.0076650000000000008 -0.076244999999999993
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=-0.00041719984500913194 0.00037318045233814993 -0.0003554359450550528 0.00040326142344753856 0.0002010004871985496 -0.00059973621354536771 0.00020490691201733755
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leaf_count=632 368 383 235 326 289 888
internal_value=0 -5.92352e-05 -8.80083e-07 -7.1721e-05 -0.00016601 -2.10044e-05
internal_weight=0 0.00813736 0.00699675 0.00595323 0.00442378 0.00331537
internal_count=3121 2753 2121 1886 1560 1271
is_linear=0
shrinkage=0.00196078


Tree=7543
num_leaves=6
num_cat=0
split_feature=4 150 2 13 16
split_gain=1.1901e-05 1.88769e-05 2.48868e-05 2.65256e-05 6.22139e-05
threshold=0.27044500000000005 0.087170000000000011 0.10097500000000002 0.0076650000000000008 -0.083539999999999989
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.02913565707648505 0.0083639359678997008 -0.014201126183052835 -0.010091494793972543 -0.0087486679482368778 -0.0015666348822850928
leaf_weight=0.0010506554880094843 0.0013799862646848423 0.001041068864252764 0.0015787796377199092 0.001052590726124833 0.0017750701850987687
leaf_count=549 365 258 538 275 1136
internal_value=0 -0.00186125 0.00049287 0.00480154 0.00984903
internal_weight=0 0.00649816 0.0054571 0.00387832 0.00282573
internal_count=3121 2756 2498 1960 1685
is_linear=0
shrinkage=0.1


Tree=7544
num_leaves=8
num_cat=0
split_feature=50 484 15 15 15 48 52
split_gain=2.16398e-05 2.96714e-05 2.50632e-05 4.2821e-05 3.79633e-05 2.43726e-05 1.4157e-05
threshold=0.088425000000000017 0.073690000000000019 -0.092489999999999989 -0.031204999999999997 0.040760000000000005 0.086260000000000017 0.0060650000000000009
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 3 4 -6 -7 -8
leaf_value=1.2437503357181357e-05 -0.000273045886201514 0.00034613377358968535 0.00040118754737623636 -0.00037435000982196764 0.0002227887399861736 -0.00040396857851067133 -4.7118763438379624e-05
leaf_weight=0.0011238417426854695 0.001005538845421157 0.0010091837377305809 0.0011191422568194551 0.0010048259125525164 0.0012746569947295152 0.0010409879516369053 0.0010286627187053793
leaf_count=318 560 342 478 255 905 201 62
internal_value=0 3.30342e-05 -1.4898e-05 6.96452e-05 -4.25153e-05 -0.000187797 -0.000208816
internal_weight=0 0.0076013 0.00659212 0.00442729 0.00330815 0.00216483 0.00203349
internal_count=3121 2561 2219 1700 1222 519 317
is_linear=0
shrinkage=0.00196078


Tree=7545
num_leaves=6
num_cat=0
split_feature=52 4 15 2 0
split_gain=1.29327e-05 3.24764e-05 2.6051e-05 4.83614e-05 2.87832e-05
threshold=-0.046924999999999988 0.0061450000000000003 -0.11713499999999999 0.10097500000000002 -0.077999999999999986
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.004333504913118561 -0.015666693050800311 0.018056482554692541 0.00048076385882629772 -0.013973248536740349 0.021900037704405146
leaf_weight=0.0014492064968218692 0.0012292178613558967 0.0011715322396361244 0.0015769199960596859 0.0014090790653531488 0.0010418962689089232
leaf_count=732 367 221 1155 316 330
internal_value=0 0.00567535 -0.00292394 0.000964842 0.00900242
internal_weight=0 0.00262074 0.00525711 0.0040279 0.00261882
internal_count=3121 953 2168 1801 1485
is_linear=0
shrinkage=0.1


Tree=7546
num_leaves=7
num_cat=0
split_feature=131 13 43 160 1 0
split_gain=2.0264e-05 4.39289e-05 3.79922e-05 2.65991e-05 4.50697e-05 4.70902e-05
threshold=0.078765000000000016 -0.076384999999999995 1.0000000180025095e-35 -0.080719999999999986 0.095285000000000022 -0.11437499999999999
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=0.00046366611650761573 -0.00026166299723295313 0.00021222139846187313 -3.7976537183584158e-05 -0.00036894236701505017 -0.00024231925675347022 0.0003067609521684585
leaf_weight=0.0013758130950494952 0.0010333737657807103 0.0010397024963658148 0.0010040609311066668 0.0018372534067093898 0.001172118188008749 0.0012313746910959187
leaf_count=853 516 247 207 870 130 298
internal_value=0 3.08479e-05 0.000252025 -6.88356e-05 -0.000137742 3.89894e-05
internal_weight=0 0.00766032 0.00237987 0.00528045 0.00424075 0.00240349
internal_count=3121 2605 1060 1545 1298 428
is_linear=0
shrinkage=0.00196078


Tree=7547
num_leaves=6
num_cat=0
split_feature=2 16 52 3 43
split_gain=1.32805e-05 4.06892e-05 3.64436e-05 2.94933e-05 4.32671e-05
threshold=0.10912000000000001 -0.074319999999999983 0.084960000000000022 0.090900000000000009 -0.074359999999999996
decision_type=2 2 2 2 2
left_child=2 -2 3 4 -1
right_child=1 -3 -4 -5 -6
leaf_value=0.010142032527088292 -0.0073098528265443542 0.018478897051211633 -0.017693189526728031 0.016356283071210957 -0.013538438449701908
leaf_weight=0.0013761574441395767 0.0011808601933656357 0.0012696044797571695 0.0012635623244391849 0.0010321276122051966 0.0017562565550974091
leaf_count=749 272 349 820 135 796
internal_value=0 0.0060515 -0.00281767 0.0016957 -0.00313494
internal_weight=0 0.00245046 0.0054281 0.00416454 0.00313241
internal_count=3121 621 2500 1680 1545
is_linear=0
shrinkage=0.1


Tree=7548
num_leaves=6
num_cat=0
split_feature=42 160 151 16 2
split_gain=1.31344e-05 3.05809e-05 3.9516e-05 5.27377e-05 4.10574e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 0.16703000000000004 0.089885000000000007
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0093669359754503644 -0.010630764843248847 -0.011833320006612878 0.0027054476399836856 -0.0089256416213713639 0.02675852841039
leaf_weight=0.0012696334798462383 0.0015334610700124757 0.0010449173586829594 0.0011992570551606755 0.0010775067468953557 0.0017382925865092359
leaf_count=862 828 300 480 278 373
internal_value=0 0.0017403 0.00548944 0.00999768 0.0169388
internal_weight=0 0.00659343 0.00505997 0.00401506 0.00293755
internal_count=3121 2259 1431 1131 853
is_linear=0
shrinkage=0.1


Tree=7549
num_leaves=6
num_cat=0
split_feature=0 12 1 3 4
split_gain=1.21878e-05 2.93498e-05 4.00124e-05 4.58307e-05 2.12065e-05
threshold=-0.060129999999999996 0.090995000000000006 0.094090000000000021 0.11924500000000002 -0.35136499999999998
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -2
right_child=4 -3 3 -5 -6
leaf_value=-0.0099874147577696665 -0.004372236680022879 -0.016926367529333429 0.024579884056564527 -0.0040955123374874433 0.013521725025074427
leaf_weight=0.0017873262507219745 0.0012083832885447965 0.0011553023590800049 0.0011034291889224514 0.0011262519553943869 0.001465557429818114
leaf_count=1325 227 813 258 152 346
internal_value=0 -0.00288 0.00115977 0.0100954 0.00543525
internal_weight=0 0.00517231 0.00401701 0.00222968 0.00267394
internal_count=3121 2548 1735 410 573
is_linear=0
shrinkage=0.1


Tree=7550
num_leaves=7
num_cat=0
split_feature=131 16 150 15 3 2
split_gain=2.11204e-05 3.71752e-05 5.21188e-05 3.72903e-05 3.58764e-05 2.99187e-05
threshold=0.078765000000000016 0.0065250000000000004 0.081835000000000019 -0.11713499999999999 -0.013929999999999998 0.091185000000000002
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -3 -5
right_child=-2 4 -4 5 -6 -7
leaf_value=-0.00047473440208606853 -0.00027463643653446806 0.00046764580002262197 0.0002995042515371839 0.00014267778613604118 8.1714940208879442e-06 -0.00028924631123045791
leaf_weight=0.0011845938209831268 0.0010159006648205113 0.0011803879222453547 0.0010921241677080556 0.0013671158486071703 0.0014632839022771635 0.0011231010367886917
leaf_count=310 516 468 307 924 173 423
internal_value=0 2.6839e-05 -7.65833e-05 -0.000188353 0.000213325 -5.21223e-05
internal_weight=0 0.00741061 0.00476693 0.00367481 0.00264367 0.00249022
internal_count=3121 2605 1964 1657 641 1347
is_linear=0
shrinkage=0.00196078


Tree=7551
num_leaves=7
num_cat=0
split_feature=131 16 16 0 3 49
split_gain=1.8867e-05 3.27828e-05 5.77667e-05 5.19562e-05 4.33744e-05 2.32845e-05
threshold=0.078765000000000016 0.0065250000000000004 -0.056919999999999991 -0.11437499999999999 -0.013929999999999998 -0.0090649999999999984
decision_type=2 2 2 2 2 2
left_child=1 2 3 5 -3 -1
right_child=-2 4 -4 -5 -6 -7
leaf_value=6.4359016321116372e-05 -0.00025392165611942187 0.00048000181322593421 -0.00048397822489444408 0.00031229797645064263 -2.2470902547116481e-05 -0.00033921414616963446
leaf_weight=0.0010301936014960522 0.0010178962513620439 0.0012072585389901742 0.0010055173943841729 0.0016088192705457811 0.0014583708342576205 0.0011783245837447458
leaf_count=119 516 468 589 1080 173 176
internal_value=0 3.05931e-05 -6.58572e-05 4.42793e-05 0.000205098 -0.000150962
internal_weight=0 0.00748848 0.00482285 0.00381734 0.00266563 0.00220852
internal_count=3121 2605 1964 1375 641 295
is_linear=0
shrinkage=0.00196078


Tree=7552
num_leaves=7
num_cat=0
split_feature=50 12 2 151 0 4
split_gain=2.31866e-05 3.89483e-05 4.30678e-05 6.33013e-05 7.09889e-05 4.21737e-05
threshold=0.088425000000000017 0.097825000000000009 0.089885000000000007 -0.0083949999999999979 -0.082974999999999979 -0.0016099999999999997
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=1.9855975341806996e-05 -0.0002819119024328958 0.00030374665993732297 -0.00031631158582699087 0.00051217364281213131 -0.00012064861925122517 -0.00052017078456268622
leaf_weight=0.0010817951089110347 0.0010324646093290207 0.0015957229684192172 0.0010886145599846952 0.0015924912136381386 0.0011914204942127297 0.0011439181479767076
leaf_count=920 560 422 214 301 416 288
internal_value=0 3.10231e-05 -4.03404e-05 8.45824e-05 0.000241347 -0.000257694
internal_weight=0 0.00769396 0.00609824 0.00387253 0.00278391 0.00222571
internal_count=3121 2561 2139 931 717 1208
is_linear=0
shrinkage=0.00196078


Tree=7553
num_leaves=7
num_cat=0
split_feature=131 13 0 160 16 0
split_gain=1.72633e-05 3.75433e-05 3.45963e-05 3.30231e-05 4.48223e-05 1.92052e-05
threshold=0.078765000000000016 -0.076384999999999995 -0.084269999999999984 -0.080719999999999986 -0.018494999999999998 -0.14920999999999998
decision_type=2 2 2 2 2 2
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right_child=-2 3 -4 4 -6 -7
leaf_value=-4.1545253687796128e-06 -0.00024492004595122604 0.00024834817088439844 0.00047563846234201549 -0.00013876703704968291 -0.0003858635660452195 0.00020992876003201512
leaf_weight=0.0011593627733640119 0.0010186901604101366 0.0010323076907589879 0.0011518831324808143 0.0012721924568835539 0.0017194571577018509 0.0011619023741750412
leaf_count=687 516 247 373 120 503 675
internal_value=0 2.71221e-05 0.000234966 -6.551e-05 -0.000143515 2.76811e-05
internal_weight=0 0.00749711 0.00231125 0.00518586 0.00415355 0.00243409
internal_count=3121 2605 1060 1545 1298 795
is_linear=0
shrinkage=0.00196078


Tree=7554
num_leaves=7
num_cat=0
split_feature=50 484 52 2 48 43
split_gain=2.91046e-05 3.42902e-05 2.30571e-05 4.8602e-05 6.41681e-05 4.49683e-05
threshold=0.088425000000000017 0.073690000000000019 -0.088614999999999985 0.11389000000000002 0.081275000000000014 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.0002620591003760782 -0.00032248978201139766 0.00036468410203492103 -0.00027772618891555291 -0.00031266451454804917 0.00052233043556613405 0.0002033182956448598
leaf_weight=0.0012368342617077267 0.0010140697910389317 0.001025466606027408 0.0013803784159900057 0.0012025284508962106 0.0011788425906681466 0.0016286190761883959
leaf_count=511 560 342 829 265 252 362
internal_value=0 3.10174e-05 -2.06128e-05 3.47876e-05 0.000134558 -1.7361e-05
internal_weight=0 0.00765267 0.0066272 0.00539037 0.00418784 0.003009
internal_count=3121 2561 2219 1708 1443 1191
is_linear=0
shrinkage=0.00196078


Tree=7555
num_leaves=6
num_cat=0
split_feature=4 151 4 13 4
split_gain=1.19945e-05 2.02193e-05 3.96207e-05 3.34848e-05 3.32972e-05
threshold=0.27044500000000005 -0.024429999999999997 -0.0029599999999999995 -0.076384999999999995 0.071150000000000005
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -4
right_child=-2 2 4 -5 -6
leaf_value=0.010694191679326673 0.0084095620235579132 0.01632381998361385 -0.027487892699325736 -0.0051760642527303048 -0.0037270076130802897
leaf_weight=0.0010720233079125688 0.0013779450079925417 0.0011925419132549175 0.0010320768183360951 0.0018453001210629485 0.001376164246688547
leaf_count=451 365 614 417 1072 202
internal_value=0 -0.00185924 -0.00433029 0.00326398 -0.01391
internal_weight=0 0.00651811 0.00544608 0.00303784 0.00240824
internal_count=3121 2756 2305 1686 619
is_linear=0
shrinkage=0.1


Tree=7556
num_leaves=7
num_cat=0
split_feature=50 484 43 43 48 13
split_gain=3.25449e-05 2.92071e-05 3.45518e-05 6.82491e-05 6.03269e-05 4.15605e-05
threshold=0.088425000000000017 0.073690000000000019 -0.14968999999999996 -0.00067499999999999993 0.085130000000000025 -1.0000000180025095e-35
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=0.00026516007571183444 -0.00032888151827637678 0.00034964791421300648 -0.00047523250555773383 -5.2182858127993553e-05 -0.00025157918664383329 0.00046966493591044155
leaf_weight=0.0014266195545672893 0.0010298976399354268 0.0010294699918720392 0.0012668383119808684 0.0010349187053396757 0.0015647085113804659 0.0013549297182478821
leaf_count=212 560 342 1190 361 176 280
internal_value=0 4.23188e-05 -5.2723e-06 -7.91614e-05 4.77196e-05 0.00024368
internal_weight=0 0.00767748 0.00664801 0.0052214 0.00395456 0.00238985
internal_count=3121 2561 2219 2007 817 641
is_linear=0
shrinkage=0.00196078


Tree=7557
num_leaves=6
num_cat=0
split_feature=0 4 43 16 47
split_gain=1.09723e-05 2.08908e-05 4.26525e-05 4.60476e-05 2.57046e-05
threshold=1.0000000180025095e-35 -0.059649999999999988 -0.081454999999999986 -0.008904999999999998 0.087235000000000021
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.01363002256033196 0.0070959280578993984 -0.01591082300432271 0.0068170309069077815 0.023765245909378657 -0.013022269854542516
leaf_weight=0.0012375114359994511 0.0016846881771627959 0.0011591595786045435 0.0017016236856023357 0.001054789859877238 0.001059813516313014
leaf_count=1054 325 615 565 388 174
internal_value=0 -0.00200298 0.000888976 0.00599183 -0.000797105
internal_weight=0 0.0062129 0.00497539 0.00381623 0.00276144
internal_count=3121 2796 1742 1127 739
is_linear=0
shrinkage=0.1


Tree=7558
num_leaves=6
num_cat=0
split_feature=43 3 160 1 4
split_gain=1.25946e-05 4.23077e-05 2.19878e-05 3.61472e-05 3.61567e-05
threshold=-0.04890499999999999 -0.077774999999999983 1.0000000180025095e-35 0.111945 -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=-0.0048598495557986661 0.0051752879923825205 0.019886795652607564 -0.015682448597747308 0.014429214887946726 -0.018031126201024979
leaf_weight=0.0016923955102798598 0.0013768959242873812 0.0011673996875323938 0.0010841597815090913 0.0012525397720157972 0.0013102994038908993
leaf_count=960 923 495 204 254 285
internal_value=0 0.005242 -0.00307121 0.000399221 -0.00614036
internal_weight=0 0.0028598 0.00502389 0.00393974 0.0026872
internal_count=3121 1455 1666 1462 1208
is_linear=0
shrinkage=0.1


Tree=7559
num_leaves=6
num_cat=0
split_feature=52 15 3 1 15
split_gain=1.08557e-05 2.4836e-05 6.67651e-05 6.0651e-05 4.35351e-05
threshold=0.11434500000000002 -0.016799999999999995 -0.08824499999999999 0.11181500000000001 1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 3 -3 -1 -4
right_child=-2 2 4 -5 -6
leaf_value=0.0073856953050813624 -0.0093140114156947517 -0.011071845742825898 0.033048507867697079 -0.019291047299786462 0.0043405622786972138
leaf_weight=0.001911573128281817 0.0010897623353611019 0.0012159481896637896 0.001030786982585945 0.0015379405352210866 0.001083505183119224
leaf_count=882 501 480 235 333 690
internal_value=0 0.00143899 0.00759891 -0.00450794 0.0183366
internal_weight=0 0.00677975 0.00333024 0.00344951 0.00211429
internal_count=3121 2620 1405 1215 925
is_linear=0
shrinkage=0.1


Tree=7560
num_leaves=6
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split_feature=4 4 2 48 2
split_gain=1.19516e-05 2.02337e-05 4.09499e-05 4.1934e-05 4.26315e-05
threshold=0.24564500000000003 0.055260000000000011 0.10981000000000002 0.083985000000000018 0.084245000000000014
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_weight=0.001167368164725567 0.0018686889427588435 0.0012314139818014247 0.0011263916948113769 0.0010470090038169886 0.0014090130654293355
leaf_count=655 426 279 290 362 1109
internal_value=0 -0.00222467 0.000736811 -0.00444018 -0.0112981
internal_weight=0 0.0059812 0.00474978 0.00362339 0.00257638
internal_count=3121 2695 2416 2126 1764
is_linear=0
shrinkage=0.1


Tree=7561
num_leaves=7
num_cat=0
split_feature=131 13 0 160 16 0
split_gain=2.22157e-05 3.28626e-05 3.52643e-05 2.75043e-05 5.08218e-05 3.11271e-05
threshold=0.078765000000000016 -0.076384999999999995 -0.084269999999999984 -0.080719999999999986 -0.018494999999999998 -0.11756999999999999
decision_type=2 2 2 2 2 2
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right_child=-2 3 -4 4 -6 -7
leaf_value=-1.7710658460242916e-05 -0.00027781355568122826 0.00023066672004220051 0.00046622787801135242 -0.00013049473658458552 -0.00038609013755776272 0.00031925893315348563
leaf_weight=0.0011592966239982439 0.0010266952389223092 0.0010257907280530288 0.0011563625322883468 0.0014436684026486331 0.0017194064508674412 0.0010024345304076548
leaf_count=687 516 247 373 160 503 635
internal_value=0 2.97073e-05 0.000223952 -5.69385e-05 -0.000127764 5.38183e-05
internal_weight=0 0.00750696 0.00231566 0.0051913 0.00416551 0.0024461
internal_count=3121 2605 1060 1545 1298 795
is_linear=0
shrinkage=0.00196078


Tree=7562
num_leaves=7
num_cat=0
split_feature=4 150 13 13 12 4
split_gain=2.64682e-05 3.7562e-05 3.98736e-05 3.86483e-05 3.47985e-05 3.97403e-05
threshold=0.27044500000000005 0.088380000000000014 -0.13710499999999998 -0.076599999999999988 0.051320000000000005 -0.034939999999999992
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=-0.00034276086002537487 0.00023266856663583992 -0.00039676120033792787 0.00040563007519317518 -0.00015654779042369014 -0.00024564139178606567 0.00035569058827682176
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leaf_count=133 365 233 820 154 1198 218
internal_value=0 -5.37434e-05 5.90775e-06 7.90368e-05 -1.25076e-05 0.000135327
internal_weight=0 0.00705787 0.00601232 0.00496994 0.00388185 0.0023755
internal_count=3121 2756 2523 2390 1570 372
is_linear=0
shrinkage=0.00196078


Tree=7563
num_leaves=6
num_cat=0
split_feature=43 3 4 48 15
split_gain=1.32481e-05 3.30791e-05 2.30213e-05 3.95493e-05 3.06915e-05
threshold=-0.04890499999999999 -0.077774999999999983 -0.059649999999999988 0.085845000000000019 -0.098289999999999975
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.0035373691650967655 -0.013218884706378465 0.018395072138236841 -0.003305262014705638 -0.012796695861758257 0.020384398704808335
leaf_weight=0.0016880491238060646 0.0015612971292812889 0.0011603788646822593 0.0010133232285774801 0.0012491790275210063 0.001188120496487848
leaf_count=960 890 495 240 222 314
internal_value=0 0.00539736 -0.00314334 0.00141553 0.00948006
internal_weight=0 0.00284843 0.00501192 0.00345062 0.00220144
internal_count=3121 1455 1666 776 554
is_linear=0
shrinkage=0.1


Tree=7564
num_leaves=7
num_cat=0
split_feature=11 2 4 43 0 13
split_gain=3.94855e-05 5.02657e-05 4.91404e-05 4.58723e-05 8.0315e-05 2.81992e-05
threshold=0.076920000000000002 0.098260000000000014 0.033845000000000007 -0.074359999999999996 -0.10096999999999999 -0.0069799999999999992
decision_type=2 2 2 2 2 2
left_child=1 3 -3 5 -5 -1
right_child=-2 2 -4 4 -6 -7
leaf_value=0.00035989836026173959 -0.00037413125033802173 0.00043439208753839745 -3.2464859692890646e-05 5.7932401987611942e-07 -0.00070365169844775473 -9.8309515233213228e-05
leaf_weight=0.0010000422821612909 0.0010114361514194292 0.0018464294869297612 0.0016338509860659392 0.0016414086616487029 0.0010031374981892237 0.0010676975722608908
leaf_count=631 226 410 407 200 1003 244
internal_value=0 3.65053e-05 0.000215222 -9.54865e-05 -0.000266552 0.000123298
internal_weight=0 0.00819257 0.00348028 0.00471229 0.00264455 0.00206774
internal_count=3121 2895 817 2078 1203 875
is_linear=0
shrinkage=0.00196078


Tree=7565
num_leaves=6
num_cat=0
split_feature=42 160 151 16 0
split_gain=1.14147e-05 2.96491e-05 3.75522e-05 5.6326e-05 3.58941e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 0.16703000000000004 -0.084269999999999984
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.008708812895824555 -0.010566676424526611 -0.011600998104345355 0.0089285800612446987 -0.0098776559249566503 0.032235861942043413
leaf_weight=0.0012757652473144908 0.0015315506553972846 0.0010424515563212354 0.0019432209137560895 0.0010764231791272638 0.0010011864110156478
leaf_count=862 828 300 442 278 411
internal_value=0 0.00162474 0.00531242 0.00969744 0.0168538
internal_weight=0 0.00659483 0.00506328 0.00402083 0.00294441
internal_count=3121 2259 1431 1131 853
is_linear=0
shrinkage=0.1


Tree=7566
num_leaves=7
num_cat=0
split_feature=50 4 151 16 16 52
split_gain=2.79719e-05 3.22994e-05 4.37408e-05 5.98891e-05 3.77119e-05 6.93012e-05
threshold=0.088425000000000017 0.40473500000000007 -0.024429999999999997 -0.079109999999999986 0.064860000000000015 0.091275000000000009
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=0.00034225150277229739 -0.00031320960636088246 0.00035735533796895269 -0.00036038808493209825 0.00035956375895521104 -0.00039270802310289625 0.00029321233797904471
leaf_weight=0.001089150204496893 0.001005008205913452 0.0010316212657091976 0.0019750193524365992 0.0011404179623331215 0.0012310421347863814 0.0010487650768922329
leaf_count=385 560 279 772 646 418 61
internal_value=0 3.50942e-05 -1.61752e-05 -8.85316e-05 6.84527e-05 -7.71685e-05
internal_weight=0 0.00751602 0.00648439 0.00539524 0.00342023 0.00227981
internal_count=3121 2561 2282 1897 1125 479
is_linear=0
shrinkage=0.00196078


Tree=7567
num_leaves=6
num_cat=0
split_feature=484 43 12 1 4
split_gain=1.21351e-05 1.87471e-05 4.40097e-05 5.61643e-05 7.94184e-05
threshold=0.073690000000000019 -0.14968999999999996 0.090995000000000006 0.094385000000000011 0.098655000000000007
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=0.0090107993111605642 0.010172697536000398 -0.011436387818305346 -0.01829476173664148 0.032080942687968982 -0.0065938145637497282
leaf_weight=0.0013483664292563077 0.0010122042716117011 0.0018106408150445801 0.0015709991777612684 0.0010505730070934879 0.001073536303402097
leaf_count=251 394 1116 869 258 233
internal_value=0 -0.00155727 -0.00414541 0.0015039 0.0125345
internal_weight=0 0.00685412 0.00550575 0.00393475 0.00212411
internal_count=3121 2727 2476 1607 491
is_linear=0
shrinkage=0.1


Tree=7568
num_leaves=7
num_cat=0
split_feature=50 12 2 151 48 0
split_gain=2.18352e-05 3.92174e-05 6.00239e-05 4.38678e-05 8.59619e-05 6.67506e-05
threshold=0.088425000000000017 0.097825000000000009 0.073895000000000002 -0.0083949999999999979 0.091220000000000009 -0.043914999999999989
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=-0.00043509455624213104 -0.00027427270564800275 0.00030573497352474953 -0.00023882378170003927 0.00023593316138639073 0.00065558593749945934 -0.00041243527844664736
leaf_weight=0.0011878860409164768 0.0010126098616891803 0.0015963381824846369 0.001397412576193103 0.00154439678578515 0.0010091659706963864 0.0010095352220220195
leaf_count=395 560 422 346 1087 140 171
internal_value=0 3.19029e-05 -3.91934e-05 5.56124e-05 0.000171087 -2.03582e-05
internal_weight=0 0.00774473 0.0061484 0.00496051 0.0035631 0.00255393
internal_count=3121 2561 2139 1744 1398 1258
is_linear=0
shrinkage=0.00196078


Tree=7569
num_leaves=6
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split_feature=11 2 43 52 52
split_gain=4.19279e-05 4.09901e-05 6.81759e-05 4.48283e-05 4.30232e-05
threshold=1.0000000180025095e-35 0.089885000000000007 -0.074359999999999996 -0.046924999999999988 0.092650000000000024
decision_type=2 2 2 2 2
left_child=1 2 -1 -3 -5
right_child=-2 3 -4 4 -6
leaf_value=0.00014949023149124282 -0.00037866973807732012 0.0004383112365988663 -0.00043518456752820621 -0.00017443808058728848 0.00028630222421907711
leaf_weight=0.0016146522070574038 0.0010005551415454977 0.0015324470308255766 0.0014601659276025833 0.0017594960904320316 0.0013985643503475989
leaf_count=686 244 458 918 429 386
internal_value=0 4.77908e-05 -0.000128159 0.000163133 2.96033e-05
internal_weight=0 0.00776533 0.00307482 0.00469051 0.00315806
internal_count=3121 2877 1604 1273 815
is_linear=0
shrinkage=0.00196078


Tree=7570
num_leaves=6
num_cat=0
split_feature=4 4 2 48 2
split_gain=1.41065e-05 1.80648e-05 2.94772e-05 3.81512e-05 3.16175e-05
threshold=0.24564500000000003 0.055260000000000011 0.10981000000000002 0.083985000000000018 0.084245000000000014
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.0015981203807857059 0.007513469101747325 -0.013170736752512563 0.014452687253487716 0.012027805961771748 -0.020670292165637316
leaf_weight=0.0011662265309318541 0.0018803448723522095 0.0012386541702542435 0.0011346412577187799 0.0010519481162351288 0.0014066426070362857
leaf_count=655 426 279 290 362 1109
internal_value=0 -0.00241321 0.000386451 -0.00401657 -0.0105765
internal_weight=0 0.00599811 0.00475946 0.00362482 0.00257287
internal_count=3121 2695 2416 2126 1764
is_linear=0
shrinkage=0.1


Tree=7571
num_leaves=7
num_cat=0
split_feature=50 15 16 52 4 15
split_gain=4.87729e-05 3.28695e-05 4.21497e-05 4.07267e-05 3.14775e-05 5.00525e-05
threshold=0.088425000000000017 -0.15914499999999995 -0.36241499999999999 -0.11592499999999999 -0.35136499999999998 -0.0063699999999999989
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=0.00038069076354515401 -0.00040087264376067691 -0.00034595566767777256 -0.00028531837325052734 -0.00013877513812276829 9.5609976535470582e-06 0.00047541808311643422
leaf_weight=0.0010119147072923679 0.0010407748784722988 0.0011187975506229183 0.0010161888872061257 0.0011197412721770765 0.0018058624966951122 0.0017421131890355997
leaf_count=314 560 221 441 75 576 934
internal_value=0 5.09738e-05 1.92776e-06 7.04038e-05 0.000147847 0.000238304
internal_weight=0 0.00781462 0.0068027 0.00568391 0.00466772 0.00354798
internal_count=3121 2561 2247 2026 1585 1510
is_linear=0
shrinkage=0.00196078


Tree=7572
num_leaves=6
num_cat=0
split_feature=0 42 15 0 2
split_gain=1.29885e-05 2.57954e-05 4.56165e-05 4.64938e-05 3.81827e-05
threshold=-0.019414999999999998 0.091295000000000015 0.024640000000000006 -0.10151999999999999 0.11215000000000001
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.014968379717811659 0.00710391803752051 0.012006346122538787 -0.024384519870294358 -0.018253857308895598 -0.0090628622939671957
leaf_weight=0.0018081971492063548 0.0019232667470943472 0.0010346917099023963 0.0010037737702104747 0.0010713638778407438 0.0010422861747393813
leaf_count=284 365 635 820 867 150
internal_value=0 -0.00234728 -0.00536245 -0.000493859 0.0061813
internal_weight=0 0.00596031 0.00492562 0.00392185 0.00285048
internal_count=3121 2756 2121 1301 434
is_linear=0
shrinkage=0.1


Tree=7573
num_leaves=6
num_cat=0
split_feature=51 47 1 2 15
split_gain=1.21237e-05 2.29967e-05 4.62498e-05 3.04229e-05 2.53193e-05
threshold=0.087505000000000013 0.077555000000000013 0.077565000000000009 0.097220000000000015 -0.049819999999999996
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -4
right_child=-2 -3 4 -5 -6
leaf_value=-0.018247006708746814 -0.0090458928416078249 -0.0076704665167878043 0.026454629256395742 0.0057726149202059736 0.0063249957627519076
leaf_weight=0.0010012403206519401 0.0012557353935698035 0.0018838733707975015 0.0010343876568442364 0.00111402693610545 0.0015782534118385242
leaf_count=995 435 361 331 359 640
internal_value=0 0.00167244 0.0053952 -0.00559683 0.0142946
internal_weight=0 0.00661178 0.00472791 0.00211527 0.00261264
internal_count=3121 2686 2325 1354 971
is_linear=0
shrinkage=0.1


Tree=7574
num_leaves=5
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split_feature=43 43 13 4
split_gain=1.30881e-05 3.07353e-05 2.71162e-05 3.12497e-05
threshold=-0.04890499999999999 -0.092909999999999979 -0.095304999999999987 0.0061450000000000003
decision_type=2 2 2 2
left_child=1 -1 -2 -4
right_child=2 -3 3 -5
leaf_value=-0.0028016254996111808 0.0074195336397807126 0.018584318306775562 -0.01984648823094233 -0.00024528921327057767
leaf_weight=0.001755814069427133 0.0016435176177754603 0.0010887100266932714 0.0013747995928468726 0.0019916485746812027
leaf_count=465 314 990 1011 341
internal_value=0 0.00538361 -0.00310967 -0.00825008
internal_weight=0 0.00284452 0.00500997 0.00336645
internal_count=3121 1455 1666 1352
is_linear=0
shrinkage=0.1


Tree=7575
num_leaves=7
num_cat=0
split_feature=11 43 0 160 52 1
split_gain=4.51926e-05 5.0652e-05 5.10804e-05 4.95614e-05 3.23571e-05 0.000106873
threshold=1.0000000180025095e-35 -0.04890499999999999 -0.053834999999999994 1.0000000180025095e-35 0.077655000000000016 0.10612500000000001
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=0.00047114063555963567 -0.00039069988193377194 0.00024076619201191874 -6.5742843031344259e-05 -0.00043845197637242862 0.00031622464156863924 -0.00052045577278814854
leaf_weight=0.0017057867456257642 0.0010252429598816204 0.0016968917349280837 0.0011344436198342722 0.0011006239331383429 0.0011086470808496021 0.001218126477644723
leaf_count=1166 244 568 205 185 550 203
internal_value=0 4.66655e-05 0.000256699 -6.97494e-05 3.11047e-05 -7.73329e-05
internal_weight=0 0.00796452 0.00284023 0.00512429 0.00402367 0.00291502
internal_count=3121 2877 1371 1506 1321 771
is_linear=0
shrinkage=0.00196078


Tree=7576
num_leaves=6
num_cat=0
split_feature=0 160 1 0 4
split_gain=1.1775e-05 3.05016e-05 4.46342e-05 6.74975e-05 2.15681e-05
threshold=-0.060129999999999996 -1.0000000180025095e-35 0.08844500000000001 -0.18113999999999997 -0.35136499999999998
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -2
right_child=4 2 3 -5 -6
leaf_value=-0.016910651452711308 -0.0045892048137198506 -0.016724152424420591 -0.01037670824157999 0.020164643570461341 0.013448927319466526
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leaf_count=821 227 1107 112 508 346
internal_value=0 -0.00281376 0.00135901 0.00752815 0.00535046
internal_weight=0 0.00518533 0.004001 0.00298326 0.0026794
internal_count=3121 2548 1727 620 573
is_linear=0
shrinkage=0.1


Tree=7577
num_leaves=7
num_cat=0
split_feature=48 4 42 0 43 2
split_gain=5.22687e-05 5.61962e-05 3.61678e-05 3.90226e-05 4.02209e-05 2.4951e-05
threshold=0.11926500000000002 0.27834500000000006 0.088465000000000002 -0.019414999999999998 -0.0037449999999999996 0.090935000000000016
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=-0.00033322765024580014 -0.00042943583085239712 0.00046044643888009821 -0.00031104382583075263 0.00029657540320905863 0.00026666876986751155 -0.00013682989540136537
leaf_weight=0.0013437919104688206 0.0010029211008022705 0.0010838011969140698 0.0013245203275491866 0.001700086175750729 0.0013502324605391917 0.0010453716353652394
leaf_count=1132 117 313 786 218 323 232
internal_value=0 4.59352e-05 -2.04823e-05 5.02698e-05 -6.1711e-05 9.05937e-05
internal_weight=0 0.0078478 0.006764 0.00543948 0.0037394 0.0023956
internal_count=3121 3004 2691 1905 1687 555
is_linear=0
shrinkage=0.00196078


Tree=7578
num_leaves=7
num_cat=0
split_feature=131 13 160 16 0 3
split_gain=1.92962e-05 4.2618e-05 3.86438e-05 4.00601e-05 3.19844e-05 1.73765e-05
threshold=0.078765000000000016 -0.076384999999999995 -0.080719999999999986 -0.018494999999999998 -0.084269999999999984 0.090900000000000009
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 -5 -6 -7
leaf_value=2.1062786444779697e-05 -0.00025669395814099493 0.00027034530902873784 -0.00013861816014112919 -0.00038386946214990093 0.00048204386374816775 0.00019373115598906104
leaf_weight=0.0011618593397370578 0.0010311862416277524 0.0010327361147147492 0.0013802475194926809 0.0017093363650181308 0.0011528619503419347 0.0010765961941675006
leaf_count=687 516 247 703 503 373 92
internal_value=0 2.93437e-05 -6.91921e-05 -0.000153359 0.000250657 7.01829e-06
internal_weight=0 0.00751364 0.00519892 0.00416618 0.00231472 0.00245684
internal_count=3121 2605 1545 1298 1060 795
is_linear=0
shrinkage=0.00196078


Tree=7579
num_leaves=7
num_cat=0
split_feature=11 13 43 52 16 0
split_gain=4.20122e-05 4.49175e-05 5.25547e-05 5.72433e-05 6.62145e-05 5.48621e-05
threshold=0.076920000000000002 -0.094514999999999988 -0.04890499999999999 -0.066844999999999988 -0.07550999999999998 -0.053834999999999994
decision_type=2 2 2 2 2 2
left_child=1 -1 5 -4 -5 -3
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leaf_value=0.00031701135463442097 -0.0003809039132211636 0.00040798640258602885 -0.00056164949693511871 -0.00029516194473169668 0.0003630395156326407 -0.00016456831198427712
leaf_weight=0.001795508585335585 0.0010077111022039802 0.0015674186352912665 0.0011062476981088449 0.0014230769710864659 0.0010009180029774743 0.0010914773748842567
leaf_count=322 226 1139 224 628 379 203
internal_value=0 4.39682e-05 -3.52433e-05 -0.000192052 -2.33769e-05 0.000172953
internal_weight=0 0.00798465 0.00618914 0.00353024 0.00242399 0.0026589
internal_count=3121 2895 2573 1231 1007 1342
is_linear=0
shrinkage=0.00196078


Tree=7580
num_leaves=7
num_cat=0
split_feature=131 13 160 16 0 3
split_gain=2.66905e-05 3.8263e-05 3.45071e-05 4.83571e-05 3.2387e-05 1.65673e-05
threshold=0.078765000000000016 -0.076384999999999995 -0.080719999999999986 -0.018494999999999998 -0.084269999999999984 0.090900000000000009
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 -5 -6 -7
leaf_value=1.7265328460447922e-05 -0.00030239318158031077 0.00026723616038951944 -0.00010037665003519642 -0.00038959980614636962 0.00048652766445550196 0.00022710200464492501
leaf_weight=0.001139111160618711 0.001007852792745457 0.0010183567698869925 0.0013634882090683151 0.0016969748130290369 0.0011228283282987157 0.0010523520471900916
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internal_value=0 3.77492e-05 -5.59074e-05 -0.00013592 0.000250207 4.22747e-05
internal_weight=0 0.00739311 0.00513117 0.00411282 0.00226194 0.00241584
internal_count=3121 2605 1545 1298 1060 795
is_linear=0
shrinkage=0.00196078


Tree=7581
num_leaves=5
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split_feature=42 49 15 4
split_gain=1.21346e-05 2.67952e-05 3.15423e-05 3.5683e-05
threshold=0.091735000000000025 -0.0060549999999999988 -0.037864999999999989 -0.084369999999999987
decision_type=2 2 2 2
left_child=1 -1 -3 -4
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leaf_weight=0.0019209084048176384 0.0011575919719185148 0.0019830146991186974 0.001498996638850259 0.0013461415497878575
leaf_count=540 667 781 509 624
internal_value=0 0.00157927 0.00555365 0.0123015
internal_weight=0 0.00674906 0.00482815 0.00284514
internal_count=3121 2454 1914 1133
is_linear=0
shrinkage=0.1


Tree=7582
num_leaves=7
num_cat=0
split_feature=4 150 43 13 1 0
split_gain=1.22869e-05 1.98819e-05 2.70126e-05 5.92166e-05 4.8228e-05 2.92616e-05
threshold=0.27044500000000005 0.087170000000000011 -0.074359999999999996 -0.0030199999999999997 0.095695000000000016 -0.084144999999999984
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=0.026220630672562147 0.008516008227943881 -0.014492018173485456 0.014486064021090995 -0.0063480357525967481 -0.022992034382571691 -0.0086737651470090108
leaf_weight=0.0010554804528091399 0.0013847605359174212 0.0010454384518643152 0.0011146517446237693 0.0011850930510478974 0.0010426597872247294 0.0010684857563847652
leaf_count=669 365 258 555 306 295 673
internal_value=0 -0.00185692 0.000559531 0.00899428 -0.00529908 0.00315103
internal_weight=0 0.00651181 0.00546637 0.00224057 0.0032258 0.00218314
internal_count=3121 2756 2498 975 1523 1228
is_linear=0
shrinkage=0.1


Tree=7583
num_leaves=6
num_cat=0
split_feature=50 51 16 1 48
split_gain=3.78325e-05 3.48213e-05 4.50301e-05 4.27331e-05 3.86969e-05
threshold=0.088425000000000017 -0.076794999999999988 -0.079109999999999986 0.077845000000000011 0.085845000000000019
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -3
right_child=-2 2 3 -5 -6
leaf_value=-0.00023106824844714937 -0.00036430798570582113 0.00012396765450477308 6.6706229495549566e-05 0.0005446020719394128 -0.00030450428849330058
leaf_weight=0.0014825150598935782 0.0010103636694524304 0.0019753082742866935 0.0015988708197924488 0.0013077939931251136 0.0013741294957993447
leaf_count=500 560 894 592 387 188
internal_value=0 3.9124e-05 0.000103152 0.000281726 -5.18159e-05
internal_weight=0 0.00773862 0.0062561 0.00290666 0.00334944
internal_count=3121 2561 2061 979 1082
is_linear=0
shrinkage=0.00196078


Tree=7584
num_leaves=7
num_cat=0
split_feature=50 15 15 43 43 52
split_gain=3.47691e-05 4.6209e-05 4.73018e-05 3.11885e-05 5.03552e-05 7.80368e-05
threshold=0.088425000000000017 -0.15914499999999995 -0.092489999999999989 -0.17390999999999998 -1.0000000180025095e-35 -0.0064899999999999992
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=0.00034419345348373018 -0.000437060468287923 -0.00041620910896285199 0.00027563414851761376 -0.00041917069755210279 -0.00036801621598878635 0.00030827030399523331
leaf_weight=0.0010005712882342199 0.0010021510950995955 0.0014846085582868214 0.0010894038930098025 0.0012837163249013023 0.0010604282598969314 0.0017199950141024458
leaf_count=314 560 308 139 1160 270 370
internal_value=0 -4.86165e-05 -0.000107825 -1.89871e-05 -9.79611e-05 5.03407e-05
internal_weight=0 0.00763872 0.00663815 0.00515354 0.00406414 0.00278042
internal_count=3121 2561 2247 1939 1800 640
is_linear=0
shrinkage=0.00196078


Tree=7585
num_leaves=7
num_cat=0
split_feature=50 42 43 15 16 43
split_gain=4.37362e-05 4.12253e-05 5.27498e-05 6.70822e-05 6.04759e-05 5.9576e-05
threshold=0.088425000000000017 0.091735000000000025 0.05259500000000001 -0.10653 -0.092484999999999984 -0.084004999999999982
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=0.0003921064815745028 -0.00038357551167801884 -0.00028601759479926779 0.00047639776803917174 -0.00050398625698442852 0.00032583564672485744 -0.00021717744641637786
leaf_weight=0.0014193843012980257 0.0010392197968482906 0.001233085386140466 0.0012018118917126929 0.0010675062937827136 0.0014587779686637821 0.0016616172554915569
leaf_count=293 560 532 242 238 402 854
internal_value=0 4.38754e-05 0.000103617 2.37187e-05 -0.000101137 3.668e-05
internal_weight=0 0.00804218 0.0068091 0.00560729 0.0041879 0.0031204
internal_count=3121 2561 2029 1787 1494 1256
is_linear=0
shrinkage=0.00196078


Tree=7586
num_leaves=7
num_cat=0
split_feature=131 13 2 160 16 3
split_gain=2.65154e-05 3.68526e-05 3.26475e-05 3.01084e-05 4.65314e-05 1.95143e-05
threshold=0.078765000000000016 -0.076384999999999995 0.10005000000000001 -0.080719999999999986 -0.018494999999999998 0.090900000000000009
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=2.0566016001448057e-05 -0.00030234873784810187 0.00024645437129587182 0.0004902959278717938 -0.00011166045097797592 -0.00037948091015094454 0.000241971670171274
leaf_weight=0.0012002619297892324 0.001013417243320225 0.0010151123721730106 0.0010814109700799305 0.0013696229443270593 0.0016990655203753587 0.0010675790912538369
leaf_count=809 516 247 251 703 503 92
internal_value=0 3.57462e-05 0.000243197 -5.61389e-05 -0.000130401 4.32427e-05
internal_weight=0 0.00743305 0.00228167 0.00515138 0.00413627 0.0024372
internal_count=3121 2605 1060 1545 1298 795
is_linear=0
shrinkage=0.00196078


Tree=7587
num_leaves=6
num_cat=0
split_feature=3 51 0 0 0
split_gain=1.40382e-05 2.17195e-05 2.94197e-05 5.35049e-05 3.10362e-05
threshold=0.13524500000000003 0.086685000000000012 -0.17169499999999996 -0.084269999999999984 -0.053834999999999994
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.014078020013458124 0.0098357730211349539 -0.015196526422567885 -0.017925305973794978 0.019093160177733267 -0.0027632205319885307
leaf_weight=0.00124976419377496 0.0012001973317184427 0.0010394464955187808 0.001599162092701745 0.0010027235552517251 0.0018453882698226773
leaf_count=133 192 383 1026 983 404
internal_value=0 -0.00190326 0.000522145 -0.0032873 0.00493167
internal_weight=0 0.00673648 0.00569704 0.00444727 0.00284811
internal_count=3121 2929 2546 2413 1387
is_linear=0
shrinkage=0.1


Tree=7588
num_leaves=7
num_cat=0
split_feature=131 16 12 3 0 4
split_gain=1.3642e-05 3.06224e-05 4.54054e-05 4.52815e-05 4.47948e-05 2.25102e-05
threshold=1.0000000180025095e-35 0.0065250000000000004 0.088365000000000013 -0.013929999999999998 -0.10474999999999998 0.052250000000000012
decision_type=2 2 2 2 2 2
left_child=1 2 4 -3 5 -1
right_child=-2 3 -4 -5 -6 -7
leaf_value=0.0046018860885756593 -0.011007131041289241 0.025348204797118065 -0.022017872372220696 -0.0018449408711743807 0.018168490659550198 -0.015323505365024311
leaf_weight=0.0010572888657565279 0.0010042239554401665 0.0011125454882332129 0.0010200805404818941 0.0013620172493703361 0.0011436927679445005 0.0012226094700272417
leaf_count=180 531 466 778 173 815 178
internal_value=0 0.00146543 -0.00349935 0.0103809 0.00201836 -0.00608323
internal_weight=0 0.00691823 0.00444367 0.00247456 0.00342359 0.0022799
internal_count=3121 2590 1951 639 1173 358
is_linear=0
shrinkage=0.1


Tree=7589
num_leaves=5
num_cat=0
split_feature=4 52 52 4
split_gain=1.3813e-05 1.71635e-05 2.28218e-05 3.83758e-05
threshold=0.24564500000000003 -0.11592499999999999 -0.046924999999999988 -0.083854999999999985
decision_type=2 2 2 2
left_child=1 -1 -3 -4
right_child=-2 2 3 -5
leaf_value=-0.014342605157479328 0.0073366666944383431 0.010804018935841368 0.006455055610081176 -0.014206199264370546
leaf_weight=0.0010099639278519429 0.0018964222657240392 0.0013960637442903198 0.0017338156307589506 0.0018669784169538719
leaf_count=522 426 368 430 1375
internal_value=0 -0.00245275 -4.95695e-05 -0.00425761
internal_weight=0 0.00600682 0.00499686 0.00360079
internal_count=3121 2695 2173 1805
is_linear=0
shrinkage=0.1


Tree=7590
num_leaves=5
num_cat=0
split_feature=49 43 12 3
split_gain=1.27522e-05 1.92474e-05 3.05498e-05 3.64445e-05
threshold=-0.047584999999999995 -0.17390999999999998 0.088365000000000013 0.099930000000000005
decision_type=2 2 2 2
left_child=-1 -2 3 -3
right_child=1 2 -4 -5
leaf_value=0.0073757973456498958 0.0098660880323433973 0.0092880189767865461 -0.015834352624033887 -0.011922953560652099
leaf_weight=0.0017724203310055444 0.001078935031437126 0.0019925482491297926 0.0016856255786240845 0.0013649567411156533
leaf_count=403 177 1150 1187 204
internal_value=0 -0.00225633 -0.00484982 0.000664931
internal_weight=0 0.00612207 0.00504313 0.0033575
internal_count=3121 2718 2541 1354
is_linear=0
shrinkage=0.1


Tree=7591
num_leaves=6
num_cat=0
split_feature=3 457 3 4 4
split_gain=1.50068e-05 1.85067e-05 3.53236e-05 2.81306e-05 4.50393e-05
threshold=0.13524500000000003 0.069910000000000014 0.088060000000000013 0.053180000000000012 -0.083854999999999985
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.0040774842802462057 0.010240800749105994 0.0099457127807032059 -0.019277688863067192 0.0096069891592873713 -0.022851062092432775
leaf_weight=0.0015494965228343251 0.0011943231502244533 0.0010973708423267425 0.0012232977480090999 0.0017839584304149827 0.0010366354028614841
leaf_count=539 192 246 135 533 1476
internal_value=0 -0.00192802 -0.00425754 -5.30202e-05 -0.00671666
internal_weight=0 0.00669076 0.00559339 0.00437009 0.00258613
internal_count=3121 2929 2683 2548 2015
is_linear=0
shrinkage=0.1


Tree=7592
num_leaves=7
num_cat=0
split_feature=131 13 2 160 16 0
split_gain=2.2976e-05 3.27125e-05 3.57029e-05 2.7167e-05 5.83016e-05 3.61239e-05
threshold=0.078765000000000016 -0.076384999999999995 0.10005000000000001 -0.080719999999999986 -0.018494999999999998 -0.11756999999999999
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=-5.6222470533991419e-06 -0.00028113851812049578 0.00023000938721432203 0.00048396179236299248 -0.00012801815040528841 -0.00040190142823457375 0.00035536896483971149
leaf_weight=0.0012043099992332692 0.0010223211668802246 0.0010391503198501012 0.0010918965270687434 0.0014577704885860763 0.0017143577789141854 0.0010035644557620919
leaf_count=809 516 247 251 160 503 635
internal_value=0 3.21781e-05 0.000227186 -5.36879e-05 -0.000124288 6.90741e-05
internal_weight=0 0.00751105 0.00229621 0.00521484 0.00417569 0.00246133
internal_count=3121 2605 1060 1545 1298 795
is_linear=0
shrinkage=0.00196078


Tree=7593
num_leaves=6
num_cat=0
split_feature=11 2 43 52 52
split_gain=4.25664e-05 4.29264e-05 7.42807e-05 4.08081e-05 5.13646e-05
threshold=0.076920000000000002 0.089885000000000007 -0.074359999999999996 -0.046924999999999988 0.092650000000000024
decision_type=2 2 2 2 2
left_child=1 2 -1 -3 -5
right_child=-2 3 -4 4 -6
leaf_value=0.00015303633905774605 -0.00038356797296880169 0.0004216641068158199 -0.00044774745579144308 -0.00018571183796252646 0.00030879484224825637
leaf_weight=0.0016636162220564359 0.0010055373164623701 0.0015612782856101841 0.001508829480417462 0.0017992582785475624 0.0014652008078339012
leaf_count=689 226 459 928 431 388
internal_value=0 4.44672e-05 -0.000132699 0.000160937 3.62397e-05
internal_weight=0 0.00799818 0.00317245 0.00482574 0.00326446
internal_count=3121 2895 1617 1278 819
is_linear=0
shrinkage=0.00196078


Tree=7594
num_leaves=6
num_cat=0
split_feature=1 48 4 16 4
split_gain=1.32427e-05 3.30428e-05 4.07743e-05 2.54649e-05 2.11838e-05
threshold=0.111945 0.08975000000000001 -1.0000000180025095e-35 -0.018494999999999998 0.19806500000000002
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -2
right_child=4 -3 -4 -5 -6
leaf_value=0.011432023948855386 -0.0029216076262135928 0.012505846855849044 -0.0201610852412131 -0.0076560480900638387 0.015854812966650093
leaf_weight=0.0011895870764417381 0.0012499485429533952 0.0011235986034494909 0.0014886480186946773 0.0016943858343980243 0.0011570994322896992
leaf_count=1038 213 306 512 768 284
internal_value=0 -0.00278994 -0.00672038 0.000217439 0.00610446
internal_weight=0 0.00549622 0.00437262 0.00288397 0.00240705
internal_count=3121 2624 2318 1806 497
is_linear=0
shrinkage=0.1


Tree=7595
num_leaves=6
num_cat=0
split_feature=50 4 160 0 12
split_gain=1.23681e-05 2.32234e-05 1.9253e-05 2.76997e-05 3.57473e-05
threshold=0.079410000000000008 0.27834500000000006 -0.027994999999999996 -0.11756999999999999 0.078300000000000008
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.011076971272959934 -0.010134149034389205 0.014925252480054005 -0.01474374167467765 -0.011577029867122252 0.010256978971814689
leaf_weight=0.0010672198984563834 0.0010580513988251647 0.0010819753492926024 0.0015494436257588212 0.0012423662078865369 0.0018915086287612016
leaf_count=531 609 315 235 215 1216
internal_value=0 0.00148466 -0.00104421 -0.00380635 0.00160129
internal_weight=0 0.00683251 0.00575054 0.00468332 0.00313387
internal_count=3121 2512 2197 1666 1431
is_linear=0
shrinkage=0.1


Tree=7596
num_leaves=6
num_cat=0
split_feature=1 42 2 2 3
split_gain=1.25155e-05 3.29394e-05 3.21728e-05 3.24428e-05 2.28807e-05
threshold=0.12500000000000003 0.088915000000000008 0.099185000000000009 0.084245000000000014 0.11924500000000002
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -4
right_child=-2 -3 4 -5 -6
leaf_value=0.005793562700095102 0.0095432527922365718 -0.016258432910251416 0.020927231345280732 -0.014058057618067388 0.00031049739576428275
leaf_weight=0.0015784695634215016 0.0011564408984137903 0.0012650121208855943 0.0011341790725519418 0.001720613767569231 0.0010246117160790727
leaf_count=528 279 810 426 991 87
internal_value=0 -0.00171909 0.0016508 -0.00455991 0.0111421
internal_weight=0 0.00672289 0.00545787 0.00329908 0.00215879
internal_count=3121 2842 2032 1519 513
is_linear=0
shrinkage=0.1


Tree=7597
num_leaves=7
num_cat=0
split_feature=50 15 15 0 4 43
split_gain=3.20295e-05 3.84701e-05 3.60053e-05 3.46061e-05 4.59339e-05 3.01063e-05
threshold=0.088425000000000017 -0.15914499999999995 -0.092489999999999989 -0.10607499999999999 -0.083854999999999985 -0.029804999999999995
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=0.00039137009300317432 -0.00033309612266725229 -0.00028302010399036231 0.00030270720867899177 0.00039149012720713624 -0.00029360393883027115 -7.713050304379194e-05
leaf_weight=0.0010157354927328782 0.0010257769133695535 0.0015259853333711351 0.0015726047061541217 0.001005934341954414 0.001610822462351765 0.0011072320547397749
leaf_count=314 560 308 264 196 1162 317
internal_value=0 3.53585e-05 -1.7644e-05 5.88127e-05 -4.41816e-05 0.000145948
internal_weight=0 0.00783831 0.00682258 0.00529659 0.00372399 0.00211317
internal_count=3121 2561 2247 1939 1675 513
is_linear=0
shrinkage=0.00196078


Tree=7598
num_leaves=7
num_cat=0
split_feature=3 39 2 4 2 15
split_gain=1.12714e-05 1.97736e-05 3.02106e-05 3.37373e-05 4.41473e-05 3.12888e-05
threshold=0.13524500000000003 0.0046100000000000004 0.11215000000000001 -0.084369999999999987 0.089885000000000007 -0.055554999999999993
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=-0.015401053817806272 0.0088697203597730371 0.011271298499929685 -0.017843426552055272 -0.016704100551246919 0.019562305029943858 0.0077442553889135388
leaf_weight=0.0010914399661635281 0.0011975555888142928 0.0010041784090907948 0.0012272240398545839 0.0010135214177408518 0.0012678687857131648 0.0010826262058176053
leaf_count=523 192 335 288 396 607 780
internal_value=0 -0.00166479 -0.00395071 -0.000124055 0.0048325 -0.00407692
internal_weight=0 0.00668686 0.00568268 0.00445546 0.00336402 0.00209615
internal_count=3121 2929 2594 2306 1783 1176
is_linear=0
shrinkage=0.1


Tree=7599
num_leaves=7
num_cat=0
split_feature=11 3 133 1 16 47
split_gain=3.35617e-05 4.24094e-05 3.62848e-05 5.54836e-05 0.000100534 4.76485e-05
threshold=1.0000000180025095e-35 -0.10519499999999998 0.083950000000000011 0.10089500000000001 -0.071854999999999988 0.087885000000000019
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=0.00038225650685539943 -0.00033539120528959228 -0.00072206658440084049 0.0002746298203450667 0.00033175438978243758 8.3759774763871259e-05 -0.00015696112631858152
leaf_weight=0.0011945465347018118 0.0010244338431468327 0.0011740025481700002 0.0013089453978135579 0.0015214014675450104 0.0012074109634872252 0.0015468193365294402
leaf_count=177 244 701 939 325 579 156
internal_value=0 4.16772e-05 -1.85185e-05 -8.89297e-05 -0.000313501 8.53723e-05
internal_weight=0 0.00795313 0.00675858 0.00544963 0.00238141 0.00306822
internal_count=3121 2877 2700 1761 1280 481
is_linear=0
shrinkage=0.00196078


Tree=7600
num_leaves=6
num_cat=0
split_feature=42 160 151 4 16
split_gain=1.17057e-05 3.07674e-05 3.57974e-05 5.41773e-05 4.50289e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 0.076415000000000025 -0.056919999999999991
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0088341454552360865 -0.010763848244962217 -0.011020723377906765 0.016979090567538716 0.026547648919150166 -0.0090971603432001627
leaf_weight=0.0012744426425650686 0.0015368957728298521 0.0010538489386464171 0.0011299710543064508 0.0012927766269803125 0.0015997519243418842
leaf_count=862 828 300 435 234 462
internal_value=0 0.00163245 0.0053855 0.00968375 0.00169712
internal_weight=0 0.00661324 0.00507635 0.0040225 0.00272972
internal_count=3121 2259 1431 1131 897
is_linear=0
shrinkage=0.1


Tree=7601
num_leaves=6
num_cat=0
split_feature=50 160 43 43 48
split_gain=1.17253e-05 2.09509e-05 2.62409e-05 5.56109e-05 4.13314e-05
threshold=0.079410000000000008 -0.027994999999999996 -0.14968999999999996 -0.00045499999999999995 0.084670000000000009
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.012652735363935139 -0.0098884983007726454 0.012639286703164937 -0.024966638357755325 0.011143113789609291 -0.011286486496289098
leaf_weight=0.0013436308746675322 0.0010500432000813097 0.0010856178152863659 0.0010367118785820904 0.0019172826258756282 0.0014375411765771907
leaf_count=625 609 185 960 571 171
internal_value=0 0.00146296 -0.00128206 -0.00472352 0.00153204
internal_weight=0 0.00682078 0.00547715 0.00439154 0.00335482
internal_count=3121 2512 1887 1702 742
is_linear=0
shrinkage=0.1


Tree=7602
num_leaves=6
num_cat=0
split_feature=49 52 2 42 0
split_gain=1.21134e-05 1.90398e-05 4.63529e-05 6.83009e-05 3.02723e-05
threshold=-0.047584999999999995 0.10744000000000002 0.11215000000000001 0.084050000000000014 -0.10151999999999999
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
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leaf_weight=0.0017662927376220485 0.0011662567435280085 0.0011158820505595794 0.001085153050867409 0.0011121114141623965 0.0016103246249485144
leaf_count=403 187 506 343 775 907
internal_value=0 -0.00216186 -0.00481034 0.000289258 0.00867672
internal_weight=0 0.00608973 0.00497385 0.00388869 0.00277658
internal_count=3121 2718 2212 1869 1094
is_linear=0
shrinkage=0.1


Tree=7603
num_leaves=7
num_cat=0
split_feature=11 13 43 0 52 16
split_gain=3.6366e-05 4.2581e-05 2.64804e-05 5.43752e-05 4.97732e-05 5.95463e-05
threshold=1.0000000180025095e-35 -0.091054999999999983 -0.04890499999999999 -0.053834999999999994 -0.066844999999999988 -0.16075999999999999
decision_type=2 2 2 2 2 2
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leaf_weight=0.0019568234905280235 0.0010082762194007951 0.0014416584350078997 0.0010565254493157248 0.0010382294684160155 0.001124755454333849 0.0011795743142548575
leaf_count=396 244 1110 221 202 149 799
internal_value=0 3.89999e-05 -4.48688e-05 0.000108829 -0.000158278 3.29544e-06
internal_weight=0 0.00779757 0.00584074 0.00247989 0.00336086 0.00230433
internal_count=3121 2877 2481 1312 1169 948
is_linear=0
shrinkage=0.00196078


Tree=7604
num_leaves=7
num_cat=0
split_feature=42 160 151 16 2 2
split_gain=3.20473e-05 3.23618e-05 4.60672e-05 6.62026e-05 4.74999e-05 6.24394e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 0.16703000000000004 0.086885000000000004 0.11177500000000001
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6
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leaf_value=-0.00027678777007837825 -0.00019053947882241991 -0.00022642280530447466 4.2287082335810245e-05 -0.00018342153559191318 0.00086402015687571138 0.00018731459324494666
leaf_weight=0.0014086861693045098 0.0017152622896476552 0.0011927335122583083 0.0012166580261139398 0.0012221742275052472 0.0010598323881507886 0.0010373151718227193
leaf_count=862 828 300 406 278 272 175
internal_value=0 4.57295e-05 0.000116472 0.000206636 0.000350494 0.0005293
internal_weight=0 0.00744398 0.00572871 0.00453598 0.00331381 0.00209715
internal_count=3121 2259 1431 1131 853 447
is_linear=0
shrinkage=0.00196078


Tree=7605
num_leaves=6
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split_feature=11 2 43 52 52
split_gain=4.23452e-05 3.89155e-05 7.52008e-05 4.24336e-05 4.9969e-05
threshold=0.076270000000000018 0.089885000000000007 -0.074359999999999996 -0.024714999999999997 0.092650000000000024
decision_type=2 2 2 2 2
left_child=1 2 -1 -3 -5
right_child=-2 3 -4 4 -6
leaf_value=0.00016581402865288724 -0.00038081082029133484 0.00042116302269637197 -0.00045025410059790287 -0.00019321836916127378 0.0002993788022810871
leaf_weight=0.0016125476380483366 0.0010004778963075495 0.0015785536407406644 0.0014438500285871496 0.0017606105633503396 0.0014386964378470986
leaf_count=688 232 480 923 410 388
internal_value=0 4.75661e-05 -0.000125218 0.000158096 2.82977e-05
internal_weight=0 0.00783426 0.0030564 0.00477786 0.00319931
internal_count=3121 2889 1611 1278 798
is_linear=0
shrinkage=0.00196078


Tree=7606
num_leaves=6
num_cat=0
split_feature=42 160 52 49 4
split_gain=1.1658e-05 2.87648e-05 3.45337e-05 5.8237e-05 6.12184e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077655000000000016 -0.047584999999999995 0.076415000000000025
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
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leaf_weight=0.0012759020467680788 0.0015393520167677407 0.0012444777511918417 0.0014073563942780991 0.0010834436324377778 0.0013404624369758207
leaf_count=862 828 233 340 616 242
internal_value=0 0.00163504 0.0052665 0.0001575 -0.00887063
internal_weight=0 0.00661509 0.00507574 0.00366838 0.00242391
internal_count=3121 2259 1431 1091 858
is_linear=0
shrinkage=0.1


Tree=7607
num_leaves=7
num_cat=0
split_feature=131 13 160 15 47 2
split_gain=2.455e-05 3.99086e-05 3.77446e-05 4.51112e-05 4.50344e-05 3.40384e-05
threshold=0.078765000000000016 -0.076384999999999995 -0.080719999999999986 -0.0040799999999999994 0.092710000000000015 0.10005000000000001
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=1.8211873623966902e-05 -0.00029280264755623855 0.0002710422832530698 0.0002340535300457949 -0.00040272406917215648 -0.00029162359583894933 0.00049439025466048328
leaf_weight=0.0012003322351320338 0.0010107129068008857 0.0010461520056933276 0.0015069001849388917 0.0016110658806243829 0.0010725110966047177 0.0011116709243695457
leaf_count=809 516 247 458 727 113 251
internal_value=0 3.26048e-05 -6.21273e-05 -0.000145303 1.54786e-05 0.000247171
internal_weight=0 0.00754863 0.00523663 0.00419048 0.00257941 0.002312
internal_count=3121 2605 1545 1298 571 1060
is_linear=0
shrinkage=0.00196078


Tree=7608
num_leaves=7
num_cat=0
split_feature=50 484 43 43 48 13
split_gain=3.52103e-05 3.96281e-05 3.82761e-05 7.80198e-05 3.25187e-05 3.43004e-05
threshold=0.088425000000000017 0.073690000000000019 -0.14968999999999996 -0.00067499999999999993 0.085130000000000025 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 4 -6 -7
leaf_value=0.00026983359644427134 -0.00034981459623087738 0.00039611016262001053 -0.00052004899479608411 -8.3836920959012842e-05 -0.00017509406952268501 0.0003897028835492583
leaf_weight=0.0014308990824333616 0.0010001995149391497 0.0010456405937123584 0.0012475163765498449 0.0010321522236497742 0.0015976065337184051 0.001366939489604068
leaf_count=212 560 342 1190 361 176 280
internal_value=0 4.11825e-05 -1.4416e-05 -9.19744e-05 4.16435e-05 0.000185974
internal_weight=0 0.00772075 0.00667511 0.00524421 0.0039967 0.00239909
internal_count=3121 2561 2219 2007 817 641
is_linear=0
shrinkage=0.00196078


Tree=7609
num_leaves=6
num_cat=0
split_feature=484 1 457 4 42
split_gain=1.22488e-05 1.93214e-05 3.49298e-05 4.30444e-05 4.21812e-05
threshold=0.073690000000000019 0.12500000000000003 0.032140000000000009 -0.083854999999999985 0.08623500000000002
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.0053913153409485409 0.010185442036922829 0.010623162727435992 0.013066240152662887 -0.023114363741508288 0.0012982412962270862
leaf_weight=0.0016914190498546222 0.0010175850973576017 0.001093296114753302 0.0010059416601447156 0.0019944430648453871 0.0010970927516326888
leaf_count=553 394 232 218 895 829
internal_value=0 -0.0015691 -0.00387175 -0.00743411 -0.0144511
internal_weight=0 0.00688219 0.0057889 0.00478295 0.00309154
internal_count=3121 2727 2495 2277 1724
is_linear=0
shrinkage=0.1


Tree=7610
num_leaves=6
num_cat=0
split_feature=4 151 0 13 43
split_gain=1.28693e-05 1.68434e-05 3.51541e-05 2.93862e-05 4.55326e-05
threshold=0.27834500000000006 -0.024429999999999997 -0.14226499999999997 -0.094514999999999988 -0.074359999999999996
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.0095890246856448653 0.0090937670646875531 -0.020079336545493078 0.013042866386022957 0.004137375291090214 -0.020515967649162942
leaf_weight=0.0010793650956530407 0.0012876608965078432 0.0010985657967656779 0.0012296326505316 0.001987930903581874 0.0012022078622915904
leaf_count=452 340 188 193 741 1207
internal_value=0 -0.00183551 -0.0040701 -9.08886e-05 -0.00515327
internal_weight=0 0.0065977 0.00551834 0.00441977 0.00319014
internal_count=3121 2781 2329 2141 1948
is_linear=0
shrinkage=0.1


Tree=7611
num_leaves=6
num_cat=0
split_feature=52 12 13 16 3
split_gain=1.21585e-05 2.25121e-05 3.50904e-05 3.9644e-05 2.49169e-05
threshold=0.11434500000000002 0.097825000000000009 -0.094514999999999988 -0.073849999999999985 -0.015584999999999998
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=0.0013255034473667118 0.0010975045564999182 0.0013743796290505896 0.0016355892412109455 0.0011019263471053183 0.0013371794190435726
leaf_count=271 501 409 871 820 249
internal_value=0 0.00153515 -0.00137299 -0.0059706 0.00210664
internal_weight=0 0.00677458 0.0054002 0.0040747 0.00243911
internal_count=3121 2620 2211 1940 1069
is_linear=0
shrinkage=0.1


Tree=7612
num_leaves=7
num_cat=0
split_feature=131 16 16 3 0 49
split_gain=1.81502e-05 2.51764e-05 5.93752e-05 4.02096e-05 3.54226e-05 2.73332e-05
threshold=0.078765000000000016 0.0065250000000000004 -0.056919999999999991 -0.013929999999999998 -0.11437499999999999 -0.0090649999999999984
decision_type=2 2 2 2 2 2
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leaf_value=0.00012486845504374472 -0.00025369836589154223 0.00044167599439865087 -0.00047704258173192728 -4.0968497455232841e-05 0.00027510305503982964 -0.0003096213583654771
leaf_weight=0.0010449724498967439 0.0010212284875832488 0.0012125828838861889 0.0010305770829435543 0.0014659606801650754 0.0016062723392247236 0.0011912412916294359
leaf_count=119 516 468 589 173 1080 176
internal_value=0 2.48188e-05 -5.91185e-05 0.000177526 5.29711e-05 -0.000106586
internal_weight=0 0.00755161 0.00487306 0.00267854 0.00384249 0.00223621
internal_count=3121 2605 1964 641 1375 295
is_linear=0
shrinkage=0.00196078


Tree=7613
num_leaves=7
num_cat=0
split_feature=0 1 48 47 15 3
split_gain=3.3196e-05 6.2725e-05 3.72764e-05 7.86472e-05 7.47804e-05 5.53204e-06
threshold=-1.0000000180025095e-35 0.077565000000000009 0.086260000000000017 0.092530000000000015 -0.095244999999999982 0.10732000000000001
decision_type=2 2 2 2 2 2
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right_child=-2 2 5 -5 -6 -7
leaf_value=-0.00048362033899223476 0.00021635248598261901 0.00066956733422227554 -0.00031104169565175622 -0.00035113934684561233 3.6877483020214395e-05 -0.0001055919066637661
leaf_weight=0.0011853332892498023 0.0019641383879325609 0.0011501483460493746 0.0010150511988135285 0.0010331802506883493 0.0019125856770264194 0.0010006012383721088
leaf_count=1552 325 210 192 144 605 93
internal_value=0 -7.08228e-05 9.23891e-06 0.000116663 0.000274471 -0.000209053
internal_weight=0 0.0072969 0.00611157 0.00409591 0.00306273 0.00201565
internal_count=3121 2796 1244 959 815 285
is_linear=0
shrinkage=0.00196078


Tree=7614
num_leaves=6
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split_feature=1 0 15 47 48
split_gain=1.34629e-05 3.20599e-05 2.67429e-05 3.88135e-05 3.794e-05
threshold=0.077565000000000009 0.024095000000000002 1.0000000180025095e-35 0.087235000000000021 0.084485000000000018
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
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leaf_count=1553 565 83 433 295 192
internal_value=0 -0.00652893 0.00257853 0.0059088 0.0138947
internal_weight=0 0.00228347 0.00561246 0.00455277 0.00260445
internal_count=3121 1636 1485 1052 757
is_linear=0
shrinkage=0.1


Tree=7615
num_leaves=7
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split_feature=11 2 43 52 1 2
split_gain=4.16172e-05 4.53754e-05 5.72832e-05 5.65841e-05 4.23136e-05 5.96947e-05
threshold=0.076270000000000018 0.089885000000000007 -0.074359999999999996 -0.024714999999999997 0.10937500000000001 0.10327000000000001
decision_type=2 2 2 2 2 2
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leaf_weight=0.0016433941417579368 0.0010002723828327195 0.0015751891380554823 0.0014504130562554575 0.0010497094375393292 0.0010126780311909469 0.0011095480109588542
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internal_value=0 3.88116e-05 -0.000145956 0.000159229 8.37136e-06 -0.000146721
internal_weight=0 0.00784093 0.00309381 0.00474712 0.00317194 0.00215926
internal_count=3121 2889 1611 1278 798 629
is_linear=0
shrinkage=0.00196078


Tree=7616
num_leaves=7
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split_feature=131 16 16 3 0 49
split_gain=2.32029e-05 2.91257e-05 6.96842e-05 4.51314e-05 3.83827e-05 2.66315e-05
threshold=0.078765000000000016 0.0065250000000000004 -0.056919999999999991 -0.013929999999999998 -0.11437499999999999 -0.0090649999999999984
decision_type=2 2 2 2 2 2
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leaf_weight=0.0010388335429572237 0.0010211934358876733 0.0012129764207462431 0.0010198119940269465 0.001462582046782714 0.0015977688782218224 0.0011680412943900795
leaf_count=119 516 468 589 173 1080 176
internal_value=0 2.89908e-05 -6.20047e-05 0.00019307 5.99999e-05 -0.000107575
internal_weight=0 0.00750001 0.00482446 0.00267556 0.00380464 0.00220687
internal_count=3121 2605 1964 641 1375 295
is_linear=0
shrinkage=0.00196078


Tree=7617
num_leaves=7
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split_feature=11 3 48 15 15 13
split_gain=3.48826e-05 4.12063e-05 4.02462e-05 3.68384e-05 9.93501e-05 6.83309e-05
threshold=0.076920000000000002 -0.10519499999999998 0.092475000000000016 -0.016799999999999995 -0.095244999999999982 -0.029529999999999997
decision_type=2 2 2 2 2 2
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leaf_value=0.00036400681141885956 -0.00035104864607112972 3.690642423025031e-05 0.00025674141327984329 -0.00024678014973384261 -0.00074937647080654051 0.00037847695093044841
leaf_weight=0.0012486542988954632 0.0010038186700587369 0.0015758801316058046 0.001528462885185768 0.0013868759973806066 0.0010162622121467318 0.0013036395423325349
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internal_weight=0 0.00805978 0.00681112 0.00528266 0.00259214 0.00269052
internal_count=3121 2895 2700 2386 1034 1352
is_linear=0
shrinkage=0.00196078


Tree=7618
num_leaves=8
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split_feature=11 48 2 52 15 3 3
split_gain=3.48374e-05 3.64663e-05 4.10382e-05 4.61085e-05 5.97831e-05 5.03363e-05 4.31097e-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 -7 -8
leaf_value=5.7246979416147916e-05 -0.00034560710254944273 0.00036183118946713817 0.000299227978879004 -0.00040946285590173526 -7.7035135651449448e-05 0.00052229815371315996 -0.00050948553216555539
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internal_value=0 3.92305e-05 -1.51892e-05 -8.86258e-05 1.11185e-05 0.000239026 -0.00022754
internal_weight=0 0.007986 0.00683329 0.00553947 0.00422574 0.00216155 0.00206419
internal_count=3121 2877 2684 2299 1506 760 746
is_linear=0
shrinkage=0.00196078


Tree=7619
num_leaves=7
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split_feature=50 15 16 0 2 1
split_gain=2.94419e-05 3.70079e-05 5.36546e-05 3.6449e-05 5.70489e-05 5.54969e-05
threshold=0.088425000000000017 -0.15914499999999995 -0.36241499999999999 -0.053834999999999994 0.097845000000000015 0.094090000000000021
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 4 -6 -7
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internal_weight=0 0.0078386 0.00682442 0.00570457 0.00235629 0.00334828
internal_count=3121 2561 2247 2026 358 1668
is_linear=0
shrinkage=0.00196078


Tree=7620
num_leaves=8
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split_feature=11 2 52 16 12 52 4
split_gain=5.763e-05 4.38133e-05 8.25177e-05 6.80194e-05 4.41368e-05 6.14037e-05 4.1841e-05
threshold=0.078065000000000009 0.10912000000000001 0.084960000000000022 -0.074319999999999983 0.09202500000000001 -0.085984999999999992 -0.00099499999999999979
decision_type=2 2 2 2 2 2 2
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leaf_weight=0.0010151765544205217 0.0010092207277321236 0.0010518696746740464 0.0012979543118708222 0.0013463424082138613 0.0010507318656316029 0.0010051910555133774 0.0013070607919206066
leaf_count=354 211 243 799 308 381 554 271
internal_value=0 5.12975e-05 -4.25878e-05 0.000273506 8.61368e-05 -2.4494e-05 0.000151998
internal_weight=0 0.00807433 0.00567611 0.00239821 0.00437816 0.00332743 0.00231225
internal_count=3121 2910 2359 551 1560 1179 825
is_linear=0
shrinkage=0.00196078


Tree=7621
num_leaves=7
num_cat=0
split_feature=11 1 15 0 4 133
split_gain=4.35001e-05 2.66776e-05 6.09232e-05 0.000112339 5.14191e-05 3.67989e-05
threshold=1.0000000180025095e-35 0.094385000000000011 -0.053579999999999996 -0.15090499999999998 -0.0016099999999999997 1.0000000180025095e-35
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=0.00024773636553343704 -0.00039409319854995782 -0.00013746938096299895 -0.00015928659150316279 0.00073443356144813445 -0.00043204424671444355 -0.00020655189561238105
leaf_weight=0.0017208938945973825 0.0010012300646312002 0.0010043048912525962 0.0014283009194537913 0.0013081769755529816 0.0011001271412818107 0.0011394494093512546
leaf_count=872 244 86 284 439 501 695
internal_value=0 4.03659e-05 0.000159111 0.000355768 -7.17922e-05 6.67656e-05
internal_weight=0 0.00770125 0.00374078 0.00231248 0.00396047 0.00286034
internal_count=3121 2877 809 525 2068 1567
is_linear=0
shrinkage=0.00196078


Tree=7622
num_leaves=6
num_cat=0
split_feature=1 4 49 3 12
split_gain=1.19785e-05 2.78022e-05 2.02652e-05 3.62845e-05 5.98946e-05
threshold=0.090405000000000013 -0.15764999999999998 -0.047584999999999995 0.10732000000000001 0.090840000000000018
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=0.0058639937904253455 0.015213202645862876 -0.012314629856337462 0.02338676631690664 -0.013347749157152639 -0.010164114434607359
leaf_weight=0.0014699291709982104 0.0010842384434551489 0.0019672843186500791 0.0011340139687828557 0.0013396966794533109 0.0010024240920785297
leaf_count=142 238 1858 317 187 379
internal_value=0 -0.00454052 0.00327714 -0.000445831 0.00764458
internal_weight=0 0.00343721 0.00456037 0.00347613 0.00213644
internal_count=3121 2000 1121 883 696
is_linear=0
shrinkage=0.1


Tree=7623
num_leaves=7
num_cat=0
split_feature=131 13 2 160 16 0
split_gain=1.82396e-05 2.86682e-05 3.06555e-05 2.64647e-05 6.31781e-05 3.52677e-05
threshold=0.078765000000000016 -0.076384999999999995 0.10005000000000001 -0.080719999999999986 -0.018494999999999998 -0.11756999999999999
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=-4.0263083794543145e-06 -0.00024809733555477371 0.00022996877316130434 0.00044702484381052983 -0.00011057303498237939 -0.00040516144834923493 0.00036479693317829106
leaf_weight=0.0012118648544425447 0.001029404295154121 0.0010426408548494075 0.0011098837207529284 0.0014848286860836015 0.0017426435886636962 0.00100694191039593
leaf_count=809 516 247 251 160 503 635
internal_value=0 3.00227e-05 0.000211593 -4.9863e-05 -0.000118766 8.15273e-05
internal_weight=0 0.0075988 0.00232175 0.00527706 0.00423441 0.00249177
internal_count=3121 2605 1060 1545 1298 795
is_linear=0
shrinkage=0.00196078


Tree=7624
num_leaves=6
num_cat=0
split_feature=42 49 47 2 3
split_gain=1.24968e-05 2.65875e-05 2.55235e-05 2.4463e-05 1.84083e-05
threshold=0.091735000000000025 -0.0060549999999999988 0.10254000000000001 0.10222000000000002 -0.055119999999999995
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.008305181241833463 -0.0096259980917552529 -0.00033783940648261768 0.019514231539795535 -0.0091552135706864136 0.016840643134494074
leaf_weight=0.0019506016211902335 0.0011696275856848577 0.0013515820895536113 0.0010271383012896542 0.0013370526351594229 0.0011584698160287718
leaf_count=540 667 1167 146 402 199
internal_value=0 0.00156128 0.00550969 0.00177062 0.00759058
internal_weight=0 0.00682484 0.00487424 0.0038471 0.00251005
internal_count=3121 2454 1914 1768 1366
is_linear=0
shrinkage=0.1


Tree=7625
num_leaves=6
num_cat=0
split_feature=4 42 43 0 0
split_gain=1.17258e-05 1.94935e-05 4.325e-05 3.79021e-05 3.18891e-05
threshold=0.24564500000000003 -1.0000000180025095e-35 -0.074359999999999996 -0.084144999999999984 -0.15350499999999997
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.014335266311610129 0.0067955248650004817 0.015175631379163125 -0.0087934249694364957 -0.017988108830367413 0.015653573485996181
leaf_weight=0.0010883264721973122 0.0018978047359287245 0.0014233398589912081 0.0011050456259174355 0.0014379969632601717 0.0010317495888577755
leaf_count=797 426 785 124 618 371
internal_value=0 -0.00220732 0.000433495 -0.00543624 0.00301079
internal_weight=0 0.00608646 0.00499813 0.00357479 0.0021368
internal_count=3121 2695 1898 1113 495
is_linear=0
shrinkage=0.1


Tree=7626
num_leaves=7
num_cat=0
split_feature=11 2 52 4 2 43
split_gain=3.16573e-05 4.99993e-05 9.84457e-05 6.31547e-05 3.67406e-05 5.7362e-05
threshold=1.0000000180025095e-35 0.10912000000000001 0.084960000000000022 0.033845000000000007 0.089885000000000007 -0.074359999999999996
decision_type=2 2 2 2 2 2
left_child=1 2 4 -3 5 -1
right_child=-2 3 -4 -5 -6 -7
leaf_value=0.00022548994492241749 -0.0003277438367362143 0.00063472169675021729 -0.00053275368552984617 -1.2507542893602614e-05 0.00031420718771889863 -0.00035604279676354028
leaf_weight=0.0013264952098494104 0.0010094850099213156 0.0010622161862290991 0.0012987739421677566 0.0012758050076278956 0.0016387561914060923 0.0012827651213897172
leaf_count=527 244 240 787 311 459 553
internal_value=0 4.10446e-05 -6.03278e-05 0.000281543 8.41101e-05 -6.04033e-05
internal_weight=0 0.00788481 0.00554679 0.00233802 0.00424802 0.00260926
internal_count=3121 2877 2326 551 1539 1080
is_linear=0
shrinkage=0.00196078


Tree=7627
num_leaves=7
num_cat=0
split_feature=131 13 47 16 160 0
split_gain=2.34942e-05 2.68642e-05 3.4214e-05 7.33149e-05 6.10644e-05 8.14925e-05
threshold=0.078765000000000016 -0.17933499999999997 0.10621500000000002 -0.27167499999999994 -0.064219999999999985 -0.082974999999999979
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=0.00031477465713268559 -0.00028281021967870512 0.00047441887703844398 -0.00033875367012163907 0.00033184293366973099 5.7544011240381215e-05 -0.00057999039604358406
leaf_weight=0.0011132481269046611 0.0010254397164913198 0.0012048372230612191 0.0010511011788911671 0.0010667265487962364 0.0018323316230542622 0.0013306430693535189
leaf_count=148 516 265 123 518 697 854
internal_value=0 3.3376e-05 -1.49255e-05 4.77065e-05 -7.38432e-05 -0.000210663
internal_weight=0 0.00759889 0.00648564 0.00543454 0.0042297 0.00316297
internal_count=3121 2605 2457 2334 2069 1551
is_linear=0
shrinkage=0.00196078


Tree=7628
num_leaves=7
num_cat=0
split_feature=131 150 52 12 52 2
split_gain=2.05177e-05 3.31752e-05 4.535e-05 4.87807e-05 7.73543e-05 7.17754e-05
threshold=0.078765000000000016 0.085455000000000017 -0.054584999999999995 0.095330000000000012 0.091275000000000009 0.091545000000000015
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=0.00025679610260986846 -0.00026357256123945135 0.00031256959802853539 0.0001183962173294343 -0.00050120930338930518 0.00037849985179109899 -0.0005581255849954641
leaf_weight=0.0016031257752427792 0.0010270617080502531 0.0013335139410041051 0.0011926153805778847 0.0010341253017082741 0.0012430305995862331 0.0012194292268364411
leaf_count=682 516 295 678 368 383 199
internal_value=0 3.16388e-05 -2.7898e-05 -0.000125228 -1.88523e-05 -0.000223625
internal_weight=0 0.00762584 0.00629233 0.0046892 0.00365508 0.00241204
internal_count=3121 2605 2310 1628 1260 877
is_linear=0
shrinkage=0.00196078


Tree=7629
num_leaves=7
num_cat=0
split_feature=42 160 151 1 4 48
split_gain=2.9158e-05 4.72482e-05 4.72794e-05 7.03191e-05 0.000100958 4.5239e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 0.094825000000000007 -0.083854999999999985 0.087555000000000008
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=-0.00026244762756707179 -0.0002374292590191042 -0.00021801116974266377 0.00039978805921552277 0.00076454227753988983 -0.00039590553071567084 0.00018872825906086143
leaf_weight=0.0014042242202984443 0.0017409272924201174 0.0011821447191397595 0.0012098893930463268 0.0010821897486686075 0.0012428226546733435 0.0010180693140468019
leaf_count=862 828 300 98 314 601 118
internal_value=0 4.54932e-05 0.000131376 0.000222092 -3.40074e-06 0.000485425
internal_weight=0 0.00747604 0.00573512 0.00455297 0.00245271 0.00210026
internal_count=3121 2259 1431 1131 699 432
is_linear=0
shrinkage=0.00196078


Tree=7630
num_leaves=6
num_cat=0
split_feature=42 51 2 2 1
split_gain=1.14688e-05 2.50811e-05 2.14882e-05 2.31584e-05 1.44529e-05
threshold=0.091735000000000025 -0.076794999999999988 0.086590000000000014 0.10613000000000002 0.11146500000000002
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.011728489481842973 -0.0091985909365895537 -0.0050648252962136467 0.016165159268791369 -0.0076335223440294215 0.0092967069708560311
leaf_weight=0.0011857130958397273 0.0011743997370271203 0.0017192828595964426 0.001928742617789221 0.0010075763788055048 0.0010093433070288396
leaf_count=436 667 891 746 188 193
internal_value=0 0.0014971 0.00426532 0.00833083 0.000839008
internal_weight=0 0.00685066 0.00566495 0.00394566 0.00201692
internal_count=3121 2454 2018 1127 381
is_linear=0
shrinkage=0.1


Tree=7631
num_leaves=6
num_cat=0
split_feature=1 2 12 12 4
split_gain=1.24634e-05 2.6994e-05 3.13187e-05 2.09708e-05 2.65461e-05
threshold=0.10293500000000001 0.092875000000000013 0.084100000000000022 0.051320000000000005 0.16173500000000005
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -2
right_child=3 -3 -4 -5 -6
leaf_value=0.013716149304114321 0.02153908145028699 -0.01248914942431114 -0.0080115777521830682 -0.0055915155654795712 -0.00070250601897254249
leaf_weight=0.001352996345477411 0.0010856556575593375 0.0019258010645557613 0.0013016004880232667 0.0012888027345544276 0.0010611152882223104
leaf_count=375 209 742 1268 264 263
internal_value=0 -0.00347603 0.00306262 0.00449189 0.0105454
internal_weight=0 0.0045804 0.0026546 0.00343557 0.00214677
internal_count=3121 2385 1643 736 472
is_linear=0
shrinkage=0.1


Tree=7632
num_leaves=7
num_cat=0
split_feature=131 13 0 47 4 16
split_gain=1.64723e-05 3.08317e-05 3.35338e-05 2.28927e-05 4.90467e-05 4.61817e-05
threshold=0.078765000000000016 -0.076384999999999995 -0.084269999999999984 0.092530000000000015 0.0061450000000000003 0.0065250000000000004
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=-1.4620200473433454e-05 -0.00023648791462868503 -0.000437577573727565 0.00045919448413639759 -0.00028465320715271219 0.00026590210582494277 0.00013248983431162755
leaf_weight=0.0011606722487249453 0.0010062931355026231 0.0011840367497283318 0.0011367036569444882 0.0012464355348325677 0.0017426634429659801 0.0010144729852024532
leaf_count=687 516 735 373 146 355 309
internal_value=0 3.07114e-05 0.000219815 -5.30349e-05 2.02166e-05 -0.000174528
internal_weight=0 0.00748498 0.00229738 0.00518761 0.00394117 0.00219851
internal_count=3121 2605 1060 1545 1399 1044
is_linear=0
shrinkage=0.00196078


Tree=7633
num_leaves=6
num_cat=0
split_feature=52 12 1 1 16
split_gain=1.18898e-05 2.81451e-05 3.08094e-05 5.79198e-05 2.51446e-05
threshold=0.11434500000000002 0.095110000000000014 0.11181500000000001 0.093575000000000019 0.013515000000000001
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.011723626131592011 -0.0096312469883312775 0.012961033878351761 -0.015395568312377995 0.022863122092527756 0.0075479686457817861
leaf_weight=0.0018832807922467556 0.0011158476194120101 0.0016337279321162511 0.001304006019460938 0.001019682248306258 0.001057029955889329
leaf_count=1235 501 558 294 264 269
internal_value=0 0.00149492 -0.00206369 0.00232644 -0.00479556
internal_weight=0 0.00689773 0.005264 0.00395999 0.00294031
internal_count=3121 2620 2062 1768 1504
is_linear=0
shrinkage=0.1


Tree=7634
num_leaves=6
num_cat=0
split_feature=2 52 16 12 16
split_gain=1.15299e-05 3.79428e-05 4.62275e-05 5.44817e-05 3.78304e-05
threshold=0.10912000000000001 0.0060650000000000009 -0.23935499999999996 0.088305000000000008 -0.074319999999999983
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -2
right_child=4 -3 3 -5 -6
leaf_value=0.020841920238562833 -0.007156558210381277 -0.016134823954829132 -0.013551618393734059 0.014833333242009597 0.017579918828737783
leaf_weight=0.0010224136894272404 0.0011967828801655804 0.0015047819570411288 0.0019650567621456311 0.0010309648601670913 0.0012789537947108722
leaf_count=138 272 991 777 594 349
internal_value=0 -0.00259041 0.00248157 -0.00378404 0.00562219
internal_weight=0 0.00552322 0.00401844 0.00299602 0.00247574
internal_count=3121 2500 1509 1371 621
is_linear=0
shrinkage=0.1


Tree=7635
num_leaves=6
num_cat=0
split_feature=4 52 3 13 0
split_gain=1.06732e-05 1.97549e-05 2.54675e-05 2.74661e-05 6.67852e-05
threshold=0.27044500000000005 -0.12005499999999998 -0.082094999999999987 -0.094514999999999988 -0.14454499999999995
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.014625955761020798 0.0079263235385289964 0.010377728187287346 0.0086619307154036321 0.0082776684088386662 -0.023935781026565406
leaf_weight=0.0010053722306649993 0.001388144183467002 0.0018040217094281532 0.0011714089657948695 0.0011489442297696797 0.0014632029935514046
leaf_count=512 365 1017 169 144 914
internal_value=0 -0.00172132 0.000600615 -0.00406117 -0.0097668
internal_weight=0 0.00659295 0.00558758 0.00378356 0.00261215
internal_count=3121 2756 2244 1227 1058
is_linear=0
shrinkage=0.1


Tree=7636
num_leaves=7
num_cat=0
split_feature=131 13 2 160 16 15
split_gain=1.95156e-05 2.7083e-05 3.21838e-05 2.95951e-05 4.52652e-05 2.09108e-05
threshold=0.078765000000000016 -0.076384999999999995 0.10005000000000001 -0.080719999999999986 -0.018494999999999998 -0.095869999999999983
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=-1.5468144175995712e-05 -0.00026239777647126569 0.00024941599284574909 0.00045012890142683254 -0.000149304099219134 -0.00036787117014417 0.00021616780947812081
leaf_weight=0.0011968410508374605 0.0010022802212804891 0.0010197270552493058 0.0010912004122140319 0.0011107611917170145 0.0017097602046961397 0.0013138428054649657
leaf_count=809 516 247 251 193 503 602
internal_value=0 2.90511e-05 0.000206582 -4.97597e-05 -0.00012355 4.87376e-05
internal_weight=0 0.00744213 0.00228804 0.00515409 0.00413436 0.0024246
internal_count=3121 2605 1060 1545 1298 795
is_linear=0
shrinkage=0.00196078


Tree=7637
num_leaves=6
num_cat=0
split_feature=16 1 150 16 16
split_gain=1.13567e-05 4.59566e-05 3.30457e-05 4.34212e-05 3.13798e-05
threshold=0.38525000000000004 0.077565000000000009 0.080470000000000014 -0.27167499999999994 -0.056919999999999991
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.014732508226201882 0.0094283361602986292 -0.017556321944019543 0.017892235441331589 0.016441700018880647 -0.0053828743848033309
leaf_weight=0.0019100318293218893 0.0010922707566967099 0.0011249108238531869 0.0012099408676588038 0.0013649604273419126 0.0012734406053803128
leaf_count=1511 311 218 295 382 404
internal_value=0 -0.00154763 0.00351616 -0.00110589 0.00590793
internal_weight=0 0.00688328 0.00497325 0.00376331 0.0026384
internal_count=3121 2810 1299 1004 786
is_linear=0
shrinkage=0.1


Tree=7638
num_leaves=8
num_cat=0
split_feature=11 2 0 52 4 0 15
split_gain=4.89737e-05 4.03866e-05 8.73715e-05 6.9918e-05 4.20251e-05 6.26264e-05 2.38328e-05
threshold=0.076920000000000002 0.10912000000000001 -0.15090499999999998 0.084960000000000022 -0.076779999999999987 -0.10011499999999998 -0.095869999999999983
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=0.0003798677314669895 -0.0004160730286617501 -0.00012565360132709024 0.00061918092392686014 -0.00044803914078365861 -6.2558887590779012e-05 -0.00044605490542493629 0.0003528302574651842
leaf_weight=0.0012149119283615013 0.0010101902111040858 0.0011888311289784989 0.0012339867234163969 0.0012995439235920104 0.0010727840327098472 0.0010302078999433889 0.0010515777464671179
leaf_count=469 226 90 461 794 130 824 127
internal_value=0 4.18108e-05 0.000253705 -4.8748e-05 7.00067e-05 -4.93294e-05 0.000143062
internal_weight=0 0.00809184 0.00242282 0.00566903 0.00436948 0.00315457 0.00212436
internal_count=3121 2895 551 2344 1550 1081 257
is_linear=0
shrinkage=0.00196078


Tree=7639
num_leaves=7
num_cat=0
split_feature=484 1 457 4 4 13
split_gain=1.1097e-05 1.96963e-05 3.71806e-05 4.44432e-05 4.05252e-05 2.88397e-06
threshold=0.073690000000000019 0.12500000000000003 0.045365000000000009 -0.083854999999999985 0.053180000000000012 -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=0.0055227174913101557 0.0096411920056975048 0.010794214966335147 0.013732391704869402 -0.030260664214696538 -0.010082201142659685 -0.0025963330524706122
leaf_weight=0.0017149277939854696 0.0010296840022670809 0.0010999921403086824 0.0010031889690423831 0.001073019138543354 0.0010164103680877445 0.0010424940974218849
leaf_count=553 394 232 216 1298 308 120
internal_value=0 -0.00148255 -0.00379097 -0.00741791 -0.0145037 -0.00629185
internal_weight=0 0.00695003 0.00585004 0.00484685 0.00313192 0.0020589
internal_count=3121 2727 2495 2279 1726 428
is_linear=0
shrinkage=0.1


Tree=7640
num_leaves=7
num_cat=0
split_feature=11 15 4 2 52 1
split_gain=4.03652e-05 2.97854e-05 5.08804e-05 6.09255e-05 4.06533e-05 7.17024e-05
threshold=1.0000000180025095e-35 -0.10653 0.098655000000000007 0.10981000000000002 0.084960000000000022 0.083835000000000007
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=0.0014943444114855356 0.0010178347849337426 0.0010397527076270851 0.0011402574989709258 0.001237363823174748 0.0011150701040946623 0.0018671215699496966
leaf_count=460 244 677 183 290 677 590
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internal_weight=0 0.00789391 0.00639957 0.00525931 0.00402194 0.00290687
internal_count=3121 2877 2417 2234 1944 1267
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shrinkage=0.00196078


Tree=7641
num_leaves=8
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split_feature=11 13 1 0 47 49 1
split_gain=3.65482e-05 4.34809e-05 4.44988e-05 4.17966e-05 6.48447e-05 8.86958e-05 4.17979e-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=2.7186791214219011e-06 -0.00035821328759081197 -0.00046218693398736814 0.0005554880713401388 0.00027647826484769177 -0.00051079052380918061 -3.6561912803980444e-05 0.00051785649808191352
leaf_weight=0.0011605663003598006 0.0010059298086328447 0.0010197377000811685 0.0010818481205595628 0.0011637510032512319 0.0012909813085297682 0.0010363596280255993 0.0010550224079365655
leaf_count=519 244 177 317 215 211 1218 220
internal_value=0 3.88805e-05 0.000269401 -5.39935e-05 -0.000141358 1.19409e-05 0.000243121
internal_weight=0 0.00780827 0.00224241 0.00556585 0.0044021 0.00311112 0.00209138
internal_count=3121 2877 836 2041 1826 1615 1438
is_linear=0
shrinkage=0.00196078


Tree=7642
num_leaves=8
num_cat=0
split_feature=11 4 42 49 16 13 1
split_gain=5.62825e-05 3.63632e-05 5.62133e-05 7.93285e-05 4.09063e-05 6.91999e-05 3.97635e-05
threshold=0.078065000000000009 0.27044500000000005 0.091545000000000015 -0.006494999999999999 0.22339500000000004 -0.084034999999999985 0.090405000000000013
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 4 -6 6 -8
leaf_value=-0.00026697850439408191 -0.00044128709023961895 0.00038550818754071414 -0.00042759518177876377 0.00073466140853148756 -0.00011723645112722375 -0.00014359383276351702 0.00039377265639261303
leaf_weight=0.0018682466497006766 0.0010101668679921476 0.0010742781949215716 0.0010199201705802389 0.0010713377981582208 0.0010524943956770343 0.0010665945737963866 0.001051211081384545
leaf_count=449 211 313 554 418 197 792 187
internal_value=0 4.92084e-05 -1.4633e-06 6.96707e-05 0.000217949 0.000328569 0.000123138
internal_weight=0 0.00820408 0.0071298 0.00610988 0.00424164 0.00318914 0.00211781
internal_count=3121 2910 2597 2043 1594 1397 979
is_linear=0
shrinkage=0.00196078


Tree=7643
num_leaves=7
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split_feature=11 13 12 49 15 1
split_gain=4.57955e-05 2.95293e-05 4.06788e-05 7.11578e-05 4.89469e-05 2.87791e-05
threshold=1.0000000180025095e-35 -0.084034999999999985 0.051320000000000005 -0.009244999999999998 -0.026084999999999994 0.077845000000000011
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 4 -6 -7
leaf_value=2.0645117946742139e-05 -0.00039918690771823011 -0.00030780374704257509 -0.00029752077354555737 2.6763359768659465e-05 0.00056689771488269527 0.00046339504911316917
leaf_weight=0.0011792931455196607 0.0010135843558224155 0.001266209434490208 0.001594236021646777 0.0015081860777782805 0.0011270638249870938 0.0010826074110375787
leaf_count=519 244 196 1441 266 138 317
internal_value=0 4.39896e-05 -3.36206e-05 7.42158e-05 0.000257772 0.000232557
internal_weight=0 0.0077576 0.0054957 0.00390146 0.00263525 0.0022619
internal_count=3121 2877 2041 600 404 836
is_linear=0
shrinkage=0.00196078


Tree=7644
num_leaves=7
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split_feature=13 12 0 48 15 15
split_gain=1.14203e-05 2.6395e-05 4.05436e-05 8.58762e-05 2.45805e-05 2.38538e-05
threshold=-0.23438999999999996 -0.010834999999999999 -0.053834999999999994 0.085845000000000019 1.0000000180025095e-35 -0.098289999999999975
decision_type=2 2 2 2 2 2
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leaf_value=0.009914927127044856 0.013367683855926358 0.0054888370945542671 -0.019112321561200778 -0.019294813026674833 -0.002310900053813578 0.027049988826890633
leaf_weight=0.0010041490800786522 0.0010222706653653033 0.001024849943616149 0.0013722602226684533 0.001492083863280565 0.0010876065095220483 0.0010276078645293171
leaf_count=169 345 141 389 319 1063 695
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internal_weight=0 0.00702668 0.00600441 0.00463215 0.00314006 0.00205246
internal_count=3121 2952 2607 2218 1899 836
is_linear=0
shrinkage=0.1


Tree=7645
num_leaves=8
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split_feature=11 13 0 47 49 1 1
split_gain=6.04061e-05 3.3403e-05 4.94536e-05 4.78425e-05 8.26997e-05 4.05224e-05 3.83167e-05
threshold=0.076920000000000002 -0.084034999999999985 -0.019414999999999998 0.092530000000000015 -0.054984999999999992 0.083345000000000016 0.095285000000000022
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 -4 -5 6 -7 -8
leaf_value=5.8580212734764773e-06 -0.00045675641806916322 -0.00044108742498704149 0.00033622465948469741 -0.00043931840692317393 -3.3591555853144136e-05 0.00052823556080353398 0.00049731677225928444
leaf_weight=0.0012009893566426299 0.001000432153922484 0.0010442010720866893 0.0011438995588943799 0.0012879900882735171 0.0010345875784763829 0.0010882958297152683 0.0010562239008897049
leaf_count=536 226 177 216 212 1220 313 221
internal_value=0 5.48131e-05 -2.71767e-05 -0.000121161 9.55036e-06 0.000254189 0.00023461
internal_weight=0 0.00785619 0.0055669 0.004423 0.00313501 0.00228929 0.00209081
internal_count=3121 2895 2046 1830 1618 849 1441
is_linear=0
shrinkage=0.00196078


Tree=7646
num_leaves=7
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split_feature=11 2 43 52 1 2
split_gain=4.11996e-05 4.4496e-05 6.05502e-05 4.23841e-05 4.0494e-05 5.71264e-05
threshold=1.0000000180025095e-35 0.089885000000000007 -0.074359999999999996 -0.046924999999999988 0.10937500000000001 0.10327000000000001
decision_type=2 2 2 2 2 2
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right_child=-2 3 -4 4 -6 -7
leaf_value=0.00011854728806936773 -0.00037433228589513201 0.00043269115376374113 -0.00043268479678073679 0.00020454559093647368 0.00035806894107077151 -0.00042549129482324699
leaf_weight=0.0016412941421154773 0.0010173646370488397 0.0015292926180193156 0.0014368323289851651 0.0010987880047386709 0.0010290063858179551 0.0011145434494448201
leaf_count=686 244 458 918 394 174 247
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internal_weight=0 0.00784976 0.00307813 0.00477163 0.00324234 0.00221333
internal_count=3121 2877 1604 1273 815 641
is_linear=0
shrinkage=0.00196078


Tree=7647
num_leaves=6
num_cat=0
split_feature=16 4 2 2 13
split_gain=1.16904e-05 2.16591e-05 3.60777e-05 4.0179e-05 2.86994e-05
threshold=-0.5048999999999999 0.098655000000000007 0.11093500000000002 0.092875000000000013 -0.033284999999999988
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
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leaf_value=0.0090047624665719941 -0.009417876822509632 -0.012310843954119514 0.016182978315528437 -0.018348197943247876 0.011181225981706731
leaf_weight=0.0012092362690728125 0.0010980785352217338 0.0014927558502323014 0.0012499460163482553 0.0012293812432811052 0.0017610991694325291
leaf_count=222 999 340 326 505 729
internal_value=0 -0.00166243 0.00131509 -0.00323029 0.00327006
internal_weight=0 0.00683126 0.0053385 0.00408856 0.00285918
internal_count=3121 2899 2559 2233 1728
is_linear=0
shrinkage=0.1


Tree=7648
num_leaves=7
num_cat=0
split_feature=131 13 47 1 1 1
split_gain=2.67175e-05 4.32608e-05 4.86791e-05 7.57435e-05 4.74911e-05 4.92938e-05
threshold=0.078765000000000016 -0.23438999999999996 0.10621500000000002 0.10234000000000001 0.089175000000000018 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=0.0004143245096251499 -0.00029569722392073562 -0.00017104743831004691 -0.00039511559747955864 0.00037489448595430177 -0.00047225939041137211 0.00036907552393683062
leaf_weight=0.0010097226450816168 0.0010633127554964599 0.0017923981827122038 0.0011156412435566745 0.0018801241087411957 0.0010030413819258747 0.0010189275665715553
leaf_count=138 516 1414 124 392 290 247
internal_value=0 3.55728e-05 -2.05838e-05 5.27929e-05 -0.000105973 2.47129e-05
internal_weight=0 0.00781986 0.00681013 0.00569449 0.00381437 0.00281133
internal_count=3121 2605 2467 2343 1951 1661
is_linear=0
shrinkage=0.00196078


Tree=7649
num_leaves=7
num_cat=0
split_feature=131 13 2 160 16 0
split_gain=2.09812e-05 3.4982e-05 4.03057e-05 3.51161e-05 4.34677e-05 3.56707e-05
threshold=0.078765000000000016 -0.076384999999999995 0.10005000000000001 -0.080719999999999986 -0.018494999999999998 -0.11756999999999999
decision_type=2 2 2 2 2 2
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leaf_value=-1.7024887812989305e-05 -0.00026716339912315109 0.00026249076298610392 0.00049680349507273582 -0.00016513793821260376 -0.00037388631534743006 0.00031157645803080544
leaf_weight=0.001224602559237865 0.0010358600221671227 0.0010535581365055235 0.0011271718400754987 0.0014846086986909173 0.0017551637404849886 0.0010167697404843204
leaf_count=809 516 247 251 160 503 635
internal_value=0 3.01608e-05 0.000229246 -5.80114e-05 -0.00013734 2.86387e-05
internal_weight=0 0.00766187 0.00235177 0.0053101 0.00425654 0.00250138
internal_count=3121 2605 1060 1545 1298 795
is_linear=0
shrinkage=0.00196078


Tree=7650
num_leaves=6
num_cat=0
split_feature=4 150 3 47 4
split_gain=1.1612e-05 2.07367e-05 2.26575e-05 2.99985e-05 4.17307e-05
threshold=0.27044500000000005 0.087170000000000011 0.10893000000000001 0.085270000000000026 -0.084369999999999987
decision_type=2 2 2 2 2
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leaf_value=-0.014538281549516412 0.008204817162684468 -0.014543589199421395 -0.012438799346645771 0.016280581721791913 0.0085925607078905838
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leaf_count=544 365 258 100 319 1535
internal_value=0 -0.00180341 0.00064408 0.0037485 -0.00156058
internal_weight=0 0.00665034 0.00557864 0.00450876 0.00316707
internal_count=3121 2756 2498 2398 2079
is_linear=0
shrinkage=0.1


Tree=7651
num_leaves=8
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split_feature=11 13 0 47 0 1 1
split_gain=4.52806e-05 5.60463e-05 6.12062e-05 6.43677e-05 6.39634e-05 6.5538e-05 2.5287e-05
threshold=0.076920000000000002 -0.084034999999999985 -0.019414999999999998 0.10621500000000002 -0.099059999999999995 0.094465000000000007 0.08844500000000001
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=0.00011687850857490017 -0.00040023788948524317 -0.00026401451701228376 0.00032891555195042166 -0.00060269479404223634 -0.00046027703302278648 0.00037730475610917231 0.00052362222519147079
leaf_weight=0.0013658453765302966 0.0010102640960870405 0.0010189494272851663 0.0012037096541319256 0.0010183183625305423 0.0010148725201918709 0.0015363780326817875 0.001031399575522029
leaf_count=574 226 164 216 141 1380 145 275
internal_value=0 3.97374e-05 -6.46165e-05 -0.000167852 -4.38231e-05 0.000121576 0.000291877
internal_weight=0 0.00818947 0.00579223 0.00458852 0.0035702 0.00255533 0.00239724
internal_count=3121 2895 2046 1830 1689 309 849
is_linear=0
shrinkage=0.00196078


Tree=7652
num_leaves=6
num_cat=0
split_feature=0 47 49 13 1
split_gain=1.45376e-05 2.97288e-05 3.92071e-05 3.96561e-05 4.32763e-05
threshold=-0.019414999999999998 0.092530000000000015 -0.054319999999999993 -0.084319999999999992 0.095285000000000022
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=0.0012824439280604959 0.0019823408833025335 0.001576843747664489 0.0010038073189655152 0.0011044556834666694 0.0011125254833489542
leaf_count=311 365 310 624 1270 241
internal_value=0 -0.00248453 0.00165324 0.00754111 0.0150076
internal_weight=0 0.00608008 0.00450323 0.00322079 0.00221698
internal_count=3121 2756 2446 2135 1511
is_linear=0
shrinkage=0.1


Tree=7653
num_leaves=6
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split_feature=11 2 43 52 2
split_gain=3.11338e-05 3.7812e-05 5.90515e-05 4.59484e-05 3.59089e-05
threshold=1.0000000180025095e-35 0.089885000000000007 -0.074359999999999996 -0.024714999999999997 0.10613000000000002
decision_type=2 2 2 2 2
left_child=1 2 -1 -3 -5
right_child=-2 3 -4 4 -6
leaf_value=0.00011959524014858054 -0.00033200723147853539 0.00041829500640869113 -0.00042375953922507513 0.00025939374616830142 -0.00016349954549168432
leaf_weight=0.0016456517765772647 0.0010038313687856836 0.001574582207114557 0.0014435501218226711 0.0013041341797013477 0.0018918042216155605
leaf_count=686 244 479 918 433 361
internal_value=0 3.4697e-05 -0.000134308 0.000144138 9.06623e-06
internal_weight=0 0.00785972 0.0030892 0.00477052 0.00319594
internal_count=3121 2877 1604 1273 794
is_linear=0
shrinkage=0.00196078


Tree=7654
num_leaves=6
num_cat=0
split_feature=13 0 42 48 0
split_gain=1.3015e-05 2.5025e-05 2.60417e-05 5.34912e-05 4.01206e-05
threshold=-0.23438999999999996 -1.0000000180025095e-35 0.08623500000000002 0.086260000000000017 -0.13027499999999997
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
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leaf_value=0.010551392963655981 0.012155100868868975 0.011300630178918095 0.0060136689936025455 -0.025653113966346137 -0.011821375660545962
leaf_weight=0.0010113692172785587 0.0012744828907838436 0.001242655700171038 0.0017139402096775815 0.0012761423740421719 0.0015426665889963305
leaf_count=169 199 297 1109 264 1083
internal_value=0 -0.00157905 -0.0043351 -0.00866833 -0.00097438
internal_weight=0 0.00704989 0.00580723 0.00409329 0.00281715
internal_count=3121 2952 2655 1546 1282
is_linear=0
shrinkage=0.1


Tree=7655
num_leaves=5
num_cat=0
split_feature=160 16 0 52
split_gain=1.31781e-05 3.69162e-05 3.37244e-05 2.5617e-05
threshold=-1.0000000180025095e-35 -0.073404999999999984 -0.11756999999999999 0.091275000000000009
decision_type=2 2 2 2
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leaf_weight=0.0018095163878680447 0.0018023259341218595 0.0018284844276789838 0.0015809776381834398 0.0010249701460304807
leaf_count=970 254 800 937 160
internal_value=0 0.00212722 0.00919274 -0.00625027
internal_weight=0 0.00623676 0.0033833 0.00285345
internal_count=3121 2151 1191 960
is_linear=0
shrinkage=0.1


Tree=7656
num_leaves=7
num_cat=0
split_feature=1 42 157 2 48 2
split_gain=3.55934e-05 9.84907e-05 4.78196e-05 7.22288e-05 7.14402e-05 5.94187e-05
threshold=0.12500000000000003 0.091735000000000025 -1.0000000180025095e-35 0.086590000000000014 0.092475000000000016 0.10327000000000001
decision_type=2 2 2 2 2 2
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leaf_weight=0.0011537221796061609 0.001319870937062974 0.0010288265894523125 0.0017959560930177953 0.0015519178013209066 0.0010593486674931396 0.0012064778842252742
leaf_count=481 279 583 805 547 147 279
internal_value=0 -5.41548e-05 3.1775e-05 0.000106497 0.000259044 9.2822e-05
internal_weight=0 0.00779625 0.00676742 0.0056137 0.00381774 0.0027584
internal_count=3121 2842 2259 1778 973 826
is_linear=0
shrinkage=0.00196078


Tree=7657
num_leaves=7
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split_feature=50 42 51 15 1 52
split_gain=2.80733e-05 2.58742e-05 4.25596e-05 4.50947e-05 8.3347e-05 2.26075e-05
threshold=0.088425000000000017 0.091735000000000025 -0.076794999999999988 -0.10653 0.090840000000000018 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
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leaf_value=-0.00024093423914384188 -0.00031164532616847573 -0.00023416445003236313 0.00050034587288599929 0.00042977422375872526 -0.00032372181969203133 6.8088580593674323e-05
leaf_weight=0.0012466548366575668 0.0010055245083565416 0.0011508788689536774 0.0011759179543160024 0.0014741802619217279 0.0013976736964433252 0.0012096173656085272
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internal_weight=0 0.00765492 0.00650404 0.00525739 0.00408147 0.0026838
internal_count=3121 2561 2029 1625 1305 989
is_linear=0
shrinkage=0.00196078


Tree=7658
num_leaves=7
num_cat=0
split_feature=11 48 2 43 1 12
split_gain=3.06626e-05 4.23829e-05 5.54266e-05 3.87324e-05 6.21991e-05 3.17037e-05
threshold=1.0000000180025095e-35 0.092475000000000016 0.11237500000000002 -0.072864999999999985 0.089175000000000018 0.090455000000000021
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 4 -6 -7
leaf_value=-0.00016703250101760705 -0.0003283707274503431 0.00031956039427809079 0.00036097214658524572 -3.3210963021607217e-05 -0.00062494919334101656 0.00030220312270225539
leaf_weight=0.0011010116035738999 0.0010009156652865782 0.0016090467155194087 0.0010987491850805555 0.0016531041551229467 0.0011637008593292162 0.0011134115624055448
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internal_value=0 3.63382e-05 -3.80043e-05 -0.000125135 -0.000277675 6.88991e-05
internal_weight=0 0.00773902 0.00612998 0.00503123 0.00281681 0.00221442
internal_count=3121 2877 2547 2184 1254 930
is_linear=0
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Tree=7659
num_leaves=6
num_cat=0
split_feature=11 2 43 52 52
split_gain=4.41116e-05 3.74432e-05 7.39836e-05 4.44918e-05 6.23218e-05
threshold=0.078065000000000009 0.089885000000000007 -0.074359999999999996 -0.046924999999999988 0.092650000000000024
decision_type=2 2 2 2 2
left_child=1 2 -1 -3 -5
right_child=-2 3 -4 4 -6
leaf_value=0.0001604570869641559 -0.00038935074375061568 0.00042078706647090316 -0.00043064181755295323 -0.0002149893856602992 0.00032276277922975113
leaf_weight=0.0017307257693006124 0.001007033858910958 0.0016087320748097251 0.0015371222069983624 0.0018631246767356084 0.00149220360608893
leaf_count=694 211 462 933 433 388
internal_value=0 4.54047e-05 -0.000117583 0.000152699 2.41633e-05
internal_weight=0 0.00823191 0.00326785 0.00496406 0.00335533
internal_count=3121 2910 1627 1283 821
is_linear=0
shrinkage=0.00196078


Tree=7660
num_leaves=5
num_cat=0
split_feature=48 1 4 42
split_gain=1.26993e-05 3.88059e-05 3.88782e-05 2.46252e-05
threshold=0.092475000000000016 0.111945 -0.0016099999999999997 1.0000000180025095e-35
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=0.0069441265259716396 0.0072889203310007693 0.011584722708179391 -0.018535412270436764 -0.012069391113774948
leaf_weight=0.0019347893936428118 0.0018240406410005485 0.0015422906495901698 0.0017457702293940296 0.0010512910764122502
leaf_count=852 365 374 577 953
internal_value=0 -0.00219067 -0.0066806 0.000250154
internal_weight=0 0.00627414 0.00473185 0.00298608
internal_count=3121 2756 2382 1805
is_linear=0
shrinkage=0.1


Tree=7661
num_leaves=6
num_cat=0
split_feature=42 51 2 2 1
split_gain=1.23049e-05 2.48481e-05 2.16997e-05 3.29034e-05 1.315e-05
threshold=0.091735000000000025 -0.076794999999999988 0.086590000000000014 0.10613000000000002 0.11146500000000002
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.011499268261868447 -0.0094797893471017507 -0.0050599564526236859 0.017648552114394693 -0.0086087417020605777 0.0074898998919779389
leaf_weight=0.001202672215382292 0.0011817332934565264 0.0017223007440285458 0.0019509488641253963 0.0010121692410741895 0.0010174315339759946
leaf_count=436 667 891 746 188 193
internal_value=0 0.00156306 0.00431777 0.00837532 -0.000538551
internal_weight=0 0.00690552 0.00570285 0.00398055 0.0020296
internal_count=3121 2454 2018 1127 381
is_linear=0
shrinkage=0.1


Tree=7662
num_leaves=5
num_cat=0
split_feature=52 160 52 16
split_gain=1.14327e-05 3.31801e-05 2.85666e-05 5.14724e-05
threshold=-0.081429999999999989 -1.0000000180025095e-35 0.091275000000000009 -0.25582999999999995
decision_type=2 2 2 2
left_child=-1 -2 3 -3
right_child=1 2 -4 -5
leaf_value=0.0066592374245588856 -0.016357998426429026 0.0088242018459859083 0.013563138490359092 -0.015700011416988336
leaf_weight=0.0019343856242799284 0.0012976078348934947 0.0017310196683266279 0.0014215734363400927 0.0016927038985144285
leaf_count=771 825 305 333 887
internal_value=0 -0.00215629 0.00164704 -0.00330068
internal_weight=0 0.0061429 0.0048453 0.00342372
internal_count=3121 2350 1525 1192
is_linear=0
shrinkage=0.1


Tree=7663
num_leaves=6
num_cat=0
split_feature=42 49 47 2 4
split_gain=1.0911e-05 2.19909e-05 2.59373e-05 2.76568e-05 2.14619e-05
threshold=0.091735000000000025 -0.00064499999999999985 0.10254000000000001 0.10222000000000002 -0.084369999999999987
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.0073952850904104072 -0.0089246264852196246 -0.0034372373002453899 0.019236744999520314 -0.010208147064524239 0.015277865096121709
leaf_weight=0.0019857928377653225 0.0011802619292874432 0.0010466362641428138 0.0010237301538418338 0.0013509190860971176 0.0014781077297981321
leaf_count=571 667 402 142 399 940
internal_value=0 0.00148175 0.00507974 0.00134026 0.00751949
internal_weight=0 0.00688519 0.00489939 0.00387566 0.00252474
internal_count=3121 2454 1883 1741 1342
is_linear=0
shrinkage=0.1


Tree=7664
num_leaves=6
num_cat=0
split_feature=11 2 43 52 52
split_gain=3.87248e-05 3.15599e-05 4.74428e-05 4.41172e-05 5.70466e-05
threshold=0.076270000000000018 0.089885000000000007 -0.074359999999999996 -0.024714999999999997 0.092650000000000024
decision_type=2 2 2 2 2
left_child=1 2 -1 -3 -5
right_child=-2 3 -4 4 -6
leaf_value=0.00012463114239846001 -0.00036192365070432668 0.00041610061152924741 -0.00036337435056703511 -0.0002243389947136391 0.00030286682640895179
leaf_weight=0.0016107490125665488 0.0010016271975211129 0.0015739569391805238 0.0014602846571745991 0.001739608373910264 0.0014441804268677614
leaf_count=688 232 480 923 410 388
internal_value=0 4.75395e-05 -0.000107417 0.000147561 1.48039e-05
internal_weight=0 0.00782878 0.00307103 0.00475775 0.00318379
internal_count=3121 2889 1611 1278 798
is_linear=0
shrinkage=0.00196078


Tree=7665
num_leaves=7
num_cat=0
split_feature=11 2 52 0 52 3
split_gain=3.33112e-05 3.74526e-05 8.20014e-05 7.2372e-05 3.36242e-05 3.34446e-05
threshold=0.076920000000000002 0.10912000000000001 0.084960000000000022 -0.15090499999999998 -0.088204999999999992 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 2 4 -3 -1 -6
right_child=-2 3 -4 -5 5 -7
leaf_value=-0.00018694413590514559 -0.00034269889365801288 -0.00011379529976468811 -0.00048569132982643684 0.00057282110136957218 -1.5128254901617778e-05 0.00039564975381183173
leaf_weight=0.0012947465681799608 0.0010058265985661988 0.0011357629162934849 0.0012873181978588291 0.0012287057395460972 0.0015243271901070167 0.0015237896392803043
leaf_count=448 226 90 794 461 958 144
internal_value=0 3.59148e-05 -5.10566e-05 0.000243008 7.77785e-05 0.000190225
internal_weight=0 0.00799465 0.00563018 0.00236447 0.00434286 0.00304812
internal_count=3121 2895 2344 551 1550 1102
is_linear=0
shrinkage=0.00196078


Tree=7666
num_leaves=6
num_cat=0
split_feature=49 12 3 1 0
split_gain=1.29533e-05 1.99562e-05 5.7627e-05 9.94014e-05 4.58318e-05
threshold=-0.047584999999999995 0.09334000000000002 0.10732000000000001 0.094465000000000007 -0.060129999999999996
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.007394546149407522 -0.016846182697132565 -0.012127973703854447 -0.015685162597468421 0.034572368718125801 0.011413982594831437
leaf_weight=0.0018166942234822559 0.001185773244351572 0.0015292954995950988 0.0014395855740153606 0.0010021877805763391 0.0011120904771862933
leaf_count=403 1347 772 190 288 121
internal_value=0 -0.00219523 0.00100968 0.00829249 -0.00316919
internal_weight=0 0.00626893 0.00473964 0.00330005 0.00229786
internal_count=3121 2718 1946 1756 1468
is_linear=0
shrinkage=0.1


Tree=7667
num_leaves=6
num_cat=0
split_feature=42 160 151 16 2
split_gain=1.22432e-05 2.89613e-05 3.17497e-05 5.80712e-05 3.89148e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 0.16703000000000004 0.086885000000000004
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0089345339022026942 -0.010165566423826279 -0.010005977228331277 0.0014170446423394491 -0.010294310717758872 0.025102086429078536
leaf_weight=0.0012971040817056877 0.0015833243175753953 0.0010757248300775546 0.0010884768713098816 0.0011059976077315288 0.0019126003911340886
leaf_count=862 828 300 406 278 447
internal_value=0 0.00167129 0.0052874 0.00929304 0.0165116
internal_weight=0 0.00676612 0.0051828 0.00410707 0.00300108
internal_count=3121 2259 1431 1131 853
is_linear=0
shrinkage=0.1


Tree=7668
num_leaves=8
num_cat=0
split_feature=131 13 47 16 160 3 2
split_gain=3.99831e-05 4.2003e-05 6.34652e-05 7.92145e-05 4.46063e-05 5.9268e-05 4.17959e-05
threshold=0.078765000000000016 -0.23438999999999996 0.10621500000000002 -0.39185999999999993 -0.064219999999999985 -0.10217499999999997 0.092365000000000017
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=0.00041142925198650273 -0.00036111609430531841 0.00056934421426068965 -0.00043143423150558089 0.00030607316568384801 -0.00052747523782827521 0.00022795168066827527 -0.00028306496805793695
leaf_weight=0.0010371210440552484 0.0010649493443202892 0.001015620724577785 0.0011541378751896217 0.0011312917530383313 0.0010695567802381399 0.0015281409134225701 0.0010301885070452895
leaf_count=138 516 240 124 522 234 891 456
internal_value=0 4.3413e-05 -1.16716e-05 7.22212e-05 -3.38661e-05 -0.00013987 2.21754e-05
internal_weight=0 0.00796606 0.00692894 0.0057748 0.00475918 0.00362789 0.00255833
internal_count=3121 2605 2467 2343 2103 1581 1347
is_linear=0
shrinkage=0.00196078


Tree=7669
num_leaves=6
num_cat=0
split_feature=11 2 52 43 52
split_gain=3.35635e-05 3.46756e-05 5.83186e-05 5.35304e-05 4.45504e-05
threshold=1.0000000180025095e-35 0.089885000000000007 -0.046924999999999988 -0.074359999999999996 0.092650000000000024
decision_type=2 2 2 2 2
left_child=1 3 -3 -1 -4
right_child=-2 2 4 -5 -6
leaf_value=0.00011975794157515908 -0.00034193446207744804 0.00045765329298136923 -0.00021495508809584626 -0.00039918308522496121 0.0002513722878676307
leaf_weight=0.0016263549145385512 0.0010084888130730855 0.0015349363585243974 0.0017705780031332021 0.0014416825032293741 0.0014187949565433872
leaf_count=686 244 458 429 918 386
internal_value=0 3.82161e-05 0.000143623 -0.000124094 -7.509e-06
internal_weight=0 0.00779235 0.00472431 0.00306804 0.00318937
internal_count=3121 2877 1273 1604 815
is_linear=0
shrinkage=0.00196078


Tree=7670
num_leaves=6
num_cat=0
split_feature=484 48 16 16 2
split_gain=1.37192e-05 1.75307e-05 2.30742e-05 3.59698e-05 2.75772e-05
threshold=0.073690000000000019 0.092475000000000016 -0.15241499999999997 0.38525000000000004 0.086950000000000013
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=0.0061565284632276226 0.010636982227690044 0.0071767811009613497 -0.003314714649127885 0.0076713095495961545 -0.023166291073581792
leaf_weight=0.0014780708387144145 0.0010477437166818374 0.0017106446536876482 0.0012622038039903775 0.0010085102059052458 0.0015704533536953921
leaf_count=365 394 336 913 286 827
internal_value=0 -0.00162906 -0.00446099 -0.00854658 -0.0143206
internal_weight=0 0.00702988 0.00531924 0.00384117 0.00283266
internal_count=3121 2727 2391 2026 1740
is_linear=0
shrinkage=0.1


Tree=7671
num_leaves=6
num_cat=0
split_feature=13 48 1 2 16
split_gain=1.19913e-05 2.57158e-05 4.50819e-05 3.27406e-05 3.13393e-05
threshold=-0.23438999999999996 0.11013500000000002 0.111945 0.092365000000000017 -0.088159999999999988
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.010143166662657285 0.016299686412182265 -0.016326931765970706 0.016037600801154437 -0.014410164599072437 -0.005617668462532332
leaf_weight=0.0010122055905755602 0.001067730758255883 0.0010028895055279371 0.0014939280562252383 0.0018125041826386407 0.0016771719722255948
leaf_count=169 432 145 302 846 1227
internal_value=0 -0.0014958 0.000962171 -0.00397959 0.00290789
internal_weight=0 0.00705422 0.00605133 0.00455741 0.0027449
internal_count=3121 2952 2807 2505 1659
is_linear=0
shrinkage=0.1


Tree=7672
num_leaves=7
num_cat=0
split_feature=484 42 43 2 15 15
split_gain=1.19201e-05 1.84789e-05 3.31156e-05 4.10751e-05 5.28136e-05 4.56478e-05
threshold=0.073690000000000019 -1.0000000180025095e-35 1.0000000180025095e-35 0.090935000000000016 -0.055554999999999993 -0.074054999999999996
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=-0.012826444281001464 0.0099471229092047073 -0.001255576386431108 -0.015113569222382536 0.0090155176083117506 0.030753234407511067 -0.01706992304396519
leaf_weight=0.0011975576915935196 0.0010421459734414997 0.0010147377366162434 0.0010658514058471446 0.0013695810085165808 0.0010476838201171001 0.0013149206914749715
leaf_count=806 394 351 330 287 517 436
internal_value=0 -0.00151516 0.000815214 0.00439179 0.0150045 -0.00376163
internal_weight=0 0.00701033 0.00581277 0.00474692 0.00206242 0.0026845
internal_count=3121 2727 1921 1591 868 723
is_linear=0
shrinkage=0.1


Tree=7673
num_leaves=6
num_cat=0
split_feature=2 52 4 52 52
split_gain=1.28795e-05 2.85844e-05 2.90241e-05 2.14166e-05 1.57506e-05
threshold=0.099185000000000009 -0.088204999999999992 -0.0016099999999999997 -0.013374999999999998 0.10024500000000001
decision_type=2 2 2 2 2
left_child=1 -1 -3 -2 -5
right_child=3 2 -4 4 -6
leaf_value=-0.017631159444632203 0.016900395739900213 0.010254065141648418 -0.0078935492487951266 -0.0079965532111287915 0.008210212037219845
leaf_weight=0.001089299122502654 0.0010040308731242759 0.0017098569888733136 0.0018186603598328347 0.0012931736289167686 0.0011181685022849553
leaf_count=410 417 1320 472 283 219
internal_value=0 -0.00347097 0.000900463 0.00462848 -0.00048128
internal_weight=0 0.00461782 0.00352852 0.00341537 0.00241134
internal_count=3121 2202 1792 919 502
is_linear=0
shrinkage=0.1


Tree=7674
num_leaves=6
num_cat=0
split_feature=52 0 4 15 1
split_gain=1.30795e-05 2.73319e-05 3.76456e-05 3.00684e-05 3.59615e-05
threshold=0.11434500000000002 -0.077999999999999986 -0.35136499999999998 -0.11713499999999999 0.094090000000000021
decision_type=2 2 2 2 2
left_child=1 3 -3 -1 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.017930494673805395 -0.010111141143716182 -0.0049007516524364886 0.018912391054643429 -0.0078249623856470451 0.014018194536330087
leaf_weight=0.001074998501862484 0.0011080751789664294 0.0011125662404219746 0.0016460788057959547 0.0017667581668781625 0.0013144851226934841
leaf_count=279 501 202 681 1246 212
internal_value=0 0.00159157 0.00930851 -0.00353044 0.00149352
internal_weight=0 0.00691489 0.00275865 0.00415624 0.00308124
internal_count=3121 2620 883 1737 1458
is_linear=0
shrinkage=0.1


Tree=7675
num_leaves=6
num_cat=0
split_feature=50 4 4 12 3
split_gain=1.2048e-05 2.36979e-05 2.92484e-05 2.63841e-05 5.17681e-05
threshold=0.079410000000000008 0.27834500000000006 0.098655000000000007 0.084100000000000022 0.076840000000000006
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.022767329273955705 -0.0098954376999727221 0.015053428694741517 -0.014103411338711437 -0.0068600043998121602 -0.0044915807877116427
leaf_weight=0.0013628366372683853 0.0010706573169686441 0.0010880325513020223 0.0013222330209061491 0.001740156244028923 0.0014253593446406721
leaf_count=380 609 315 206 1420 191
internal_value=0 0.00150162 -0.00101861 0.00280202 0.00883225
internal_weight=0 0.00693862 0.00585059 0.00452835 0.0027882
internal_count=3121 2512 2197 1991 571
is_linear=0
shrinkage=0.1


Tree=7676
num_leaves=8
num_cat=0
split_feature=157 160 52 42 15 15 15
split_gain=2.5383e-05 6.62784e-05 5.40111e-05 4.7225e-05 4.46031e-05 5.60149e-05 6.41431e-05
threshold=-0.06266999999999999 -1.0000000180025095e-35 0.10347000000000002 -0.0060199999999999993 -0.095869999999999983 -0.031204999999999997 0.040760000000000005
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=0.00028440616561920017 -0.00047967228708870209 -0.00041729287881431617 0.0004502390915760078 -0.00022766482779662227 0.00054178847797033006 -0.00036339260470377797 0.00033621761465048772
leaf_weight=0.0010511355132624594 0.0011286338025953309 0.0010439490749434219 0.0010164770165033065 0.0015453437988515915 0.0010749641344074789 0.0010044683653700152 0.001010933535323175
leaf_count=460 654 655 194 271 312 170 405
internal_value=0 -4.01148e-05 3.39726e-05 -4.05258e-05 4.43212e-05 0.000180328 -1.24654e-05
internal_weight=0 0.00782477 0.00669614 0.00567966 0.00463571 0.00309037 0.0020154
internal_count=3121 2661 2007 1813 1158 887 575
is_linear=0
shrinkage=0.00196078


Tree=7677
num_leaves=7
num_cat=0
split_feature=11 15 16 2 4 1
split_gain=5.10307e-05 3.84013e-05 4.26788e-05 7.5037e-05 7.06998e-05 6.73093e-05
threshold=0.078065000000000009 -0.10653 -0.094359999999999986 0.10644500000000001 -0.10429499999999998 0.089175000000000018
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=0.00032211611332796361 -0.0004204024470740495 -0.00027922458420701638 -0.00049547296468516189 0.00048087019716918668 0.00049011348183481795 -0.00015607139310941522
leaf_weight=0.0015569526290348688 0.0010187996862292036 0.0017871326650979206 0.0010613410283011548 0.001289550119779592 0.0010427887990977235 0.0015277204511936629
leaf_count=466 211 391 153 327 1154 419
internal_value=0 4.46919e-05 -1.96943e-05 7.45503e-05 -6.97205e-05 0.000106069
internal_weight=0 0.00826549 0.00670853 0.0049214 0.00363185 0.00257051
internal_count=3121 2910 2444 2053 1726 1573
is_linear=0
shrinkage=0.00196078


Tree=7678
num_leaves=6
num_cat=0
split_feature=13 39 48 1 16
split_gain=1.26492e-05 2.29653e-05 3.3879e-05 4.57569e-05 3.59679e-05
threshold=-0.23438999999999996 0.056590000000000008 0.085845000000000019 1.0000000180025095e-35 -0.087989999999999985
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
right_child=1 -3 -4 4 -6
leaf_value=0.010425853156194523 -0.016313947689736798 0.012484934057404589 -0.015709015846930973 0.019941785212414142 -0.0017746324980166827
leaf_weight=0.0010119956616859689 0.0011371558900943098 0.0010019582394114428 0.0017237845176901138 0.0012876967692372345 0.0018705678672599625
leaf_count=169 1335 327 363 232 695
internal_value=0 -0.00153275 -0.00386613 0.000886502 0.00707965
internal_weight=0 0.00702116 0.00601921 0.00429542 0.00315826
internal_count=3121 2952 2625 2262 927
is_linear=0
shrinkage=0.1


Tree=7679
num_leaves=7
num_cat=0
split_feature=11 2 52 16 52 3
split_gain=4.8239e-05 3.43531e-05 8.80633e-05 5.26541e-05 3.8423e-05 3.60291e-05
threshold=0.076920000000000002 0.10912000000000001 0.084960000000000022 -0.074319999999999983 -0.088204999999999992 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 2 4 -3 -1 -6
right_child=-2 3 -4 -5 5 -7
leaf_value=-0.00018246266244822907 -0.00040301843252048123 -8.4704695609169787e-05 -0.00048582339936473592 0.000498160059239693 6.1200008999293568e-06 0.00043050804946227311
leaf_weight=0.0013267965693579834 0.0010292827327877665 0.0010591654014779207 0.0012915274801645798 0.00136228565243625 0.0015497890631387639 0.0015268133650279433
leaf_count=448 226 243 794 308 958 144
internal_value=0 4.75785e-05 -3.56027e-05 0.00024321 9.64481e-05 0.000216729
internal_weight=0 0.00811638 0.00569493 0.00242145 0.0044034 0.0030766
internal_count=3121 2895 2344 551 1550 1102
is_linear=0
shrinkage=0.00196078


Tree=7680
num_leaves=6
num_cat=0
split_feature=11 2 52 43 52
split_gain=4.57665e-05 7.07451e-05 5.8128e-05 5.728e-05 3.56095e-05
threshold=1.0000000180025095e-35 0.089885000000000007 -0.046924999999999988 -0.074359999999999996 0.092650000000000024
decision_type=2 2 2 2 2
left_child=1 3 -3 -1 -4
right_child=-2 2 4 -5 -6
leaf_value=6.6078599817687394e-05 -0.00039536485083982925 0.00050798428937863689 -0.00013776951002245834 -0.00046619261257308664 0.00027457734828979335
leaf_weight=0.0016680547844844756 0.0010096865248057909 0.0015610184248097637 0.0017900747361171189 0.0014556452313196212 0.0014634842622898425
leaf_count=686 244 458 429 918 386
internal_value=0 4.78449e-05 0.000196942 -0.00018196 4.77083e-05
internal_weight=0 0.00793828 0.00481458 0.0031237 0.00325356
internal_count=3121 2877 1273 1604 815
is_linear=0
shrinkage=0.00196078


Tree=7681
num_leaves=7
num_cat=0
split_feature=11 2 16 52 43 3
split_gain=5.11404e-05 4.44883e-05 9.55737e-05 8.92954e-05 3.62412e-05 7.71192e-05
threshold=0.078065000000000009 0.10912000000000001 -0.074319999999999983 0.084960000000000022 -0.074359999999999996 -1.0000000180025095e-35
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=0.00029293397478885754 -0.00043576250735375544 -0.00018515114990504824 0.00059666568570676765 -0.00050984269035543649 -0.00049926088051647447 0.00017948294228768772
leaf_weight=0.001725073146395644 0.0010117113137370027 0.0010715021665338388 0.0013695071848162665 0.0013222240500597353 0.0010153398825096345 0.0017578167107875123
leaf_count=718 211 243 308 799 630 212
internal_value=0 3.12938e-05 0.00025348 -6.18878e-05 6.97855e-05 -6.90265e-05
internal_weight=0 0.00826146 0.00244101 0.00582045 0.00449823 0.00277316
internal_count=3121 2910 551 2359 1560 842
is_linear=0
shrinkage=0.00196078


Tree=7682
num_leaves=6
num_cat=0
split_feature=11 2 52 43 52
split_gain=4.38777e-05 3.56571e-05 5.46507e-05 5.0402e-05 3.6766e-05
threshold=1.0000000180025095e-35 0.089885000000000007 -0.024714999999999997 -0.074359999999999996 0.092650000000000024
decision_type=2 2 2 2 2
left_child=1 3 -3 -1 -4
right_child=-2 2 4 -5 -6
leaf_value=0.00011575839394497671 -0.00038975002007853482 0.00044817813191820556 -0.00018956473256907219 -0.00038719323011650607 0.00023509688237172358
leaf_weight=0.0016200151439813336 0.0010212218410832656 0.0015705933590835072 0.0017478834178660482 0.0014532200846963097 0.0014211139465575185
leaf_count=686 244 479 408 918 386
internal_value=0 4.2433e-05 0.000149099 -0.000122069 8.71697e-07
internal_weight=0 0.00781283 0.00473959 0.00307324 0.003169
internal_count=3121 2877 1273 1604 794
is_linear=0
shrinkage=0.00196078


Tree=7683
num_leaves=6
num_cat=0
split_feature=131 47 4 16 1
split_gain=1.33022e-05 2.78561e-05 3.74906e-05 4.53677e-05 3.45708e-05
threshold=0.07635500000000002 0.10621500000000002 0.24564500000000003 0.0047850000000000011 0.089175000000000018
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.0027035181084942538 -0.010832240892529106 -0.013154549455539828 0.020487161615117405 0.011954328388507537 -0.019295324055810449
leaf_weight=0.0015074256590634858 0.0010024906727919905 0.0010996236736878539 0.0011390419193461664 0.0019828912682119323 0.0013577843226969654
leaf_count=1240 525 142 294 569 351
internal_value=0 0.00147476 0.00416164 0.000326024 -0.00772144
internal_weight=0 0.00708677 0.00598714 0.0048481 0.00286521
internal_count=3121 2596 2454 2160 1591
is_linear=0
shrinkage=0.1


Tree=7684
num_leaves=6
num_cat=0
split_feature=49 1 42 1 12
split_gain=1.29726e-05 1.8825e-05 2.99159e-05 2.659e-05 3.03624e-05
threshold=-0.043469999999999995 0.12337000000000002 0.088465000000000002 0.095695000000000016 0.084100000000000022
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.0071631406884743029 0.015428806934156894 0.010002606702703469 -0.020189699908293293 -0.011848008136446167 -0.0059283180707898064
leaf_weight=0.0019068581647194967 0.0013579053503440114 0.0010386408327810841 0.0010093467487096563 0.0014556958078674768 0.001305743988136495
leaf_count=425 355 241 760 290 1050
internal_value=0 -0.0022743 -0.00476057 -0.000980035 0.00495936
internal_weight=0 0.00616733 0.00512869 0.00411935 0.00266365
internal_count=3121 2696 2455 1695 1405
is_linear=0
shrinkage=0.1


Tree=7685
num_leaves=6
num_cat=0
split_feature=48 2 3 2 1
split_gain=1.12964e-05 3.8188e-05 3.76848e-05 4.57386e-05 2.8107e-05
threshold=0.092475000000000016 0.11237500000000002 -0.016324999999999996 0.08622500000000001 0.08844500000000001
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=-0.0078749920464997701 0.0069034525413975692 0.014267536080522983 0.00053725209981109136 -0.027311603662371248 0.012555456845820974
leaf_weight=0.0013511548843212037 0.0018149967716775605 0.0011654543797682132 0.0010607679830133714 0.0013281644164591594 0.0013423797297880341
leaf_count=1428 365 397 184 198 549
internal_value=0 -0.00205867 -0.00580241 -0.0149458 0.00230695
internal_weight=0 0.00624792 0.00508247 0.00238893 0.00269353
internal_count=3121 2756 2359 382 1977
is_linear=0
shrinkage=0.1


Tree=7686
num_leaves=7
num_cat=0
split_feature=52 13 47 15 2 2
split_gain=1.22397e-05 2.78965e-05 2.81447e-05 4.37106e-05 3.58237e-05 2.04844e-05
threshold=0.11434500000000002 -0.084034999999999985 0.092530000000000015 -0.089549999999999991 0.096015000000000017 0.10005000000000001
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=0.0014513321179751065 -0.0097706973875692806 0.017222234133705886 -0.016858162381927094 -0.017057922672963102 0.00696890444885218 0.020953334479000149
leaf_weight=0.0011037348338990556 0.0011134512393617601 0.0011886577715979414 0.0010894451901416915 0.0013569695946774726 0.0011434629053150031 0.0010519016165744942
leaf_count=589 501 333 185 922 404 187
internal_value=0 0.00152428 -0.0027358 0.00143476 -0.00607031 0.0109679
internal_weight=0 0.00693417 0.00477854 0.00368909 0.00250043 0.00215564
internal_count=3121 2620 1844 1659 1326 776
is_linear=0
shrinkage=0.1


Tree=7687
num_leaves=7
num_cat=0
split_feature=11 48 2 3 2 12
split_gain=6.60351e-05 4.77055e-05 6.43889e-05 4.33428e-05 6.09665e-05 3.3199e-05
threshold=0.078065000000000009 0.08975000000000001 0.11237500000000002 -0.016324999999999996 0.083215000000000011 0.088365000000000013
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=0.00030988199121434148 -0.00048224996888491319 0.00032033367577308372 0.00038519533864703919 4.2303474824530854e-05 -0.00058244862540045457 -0.00013870958836899308
leaf_weight=0.0010844852654940422 0.0010055168433223205 0.0019222845655607465 0.001152660213405092 0.0010488971646737026 0.0014048688325371829 0.001527909840927441
leaf_count=861 211 398 353 147 211 940
internal_value=0 5.03625e-05 -3.30876e-05 -0.000128256 -0.000315389 4.75145e-05
internal_weight=0 0.00814111 0.00621882 0.00506616 0.00245377 0.0026124
internal_count=3121 2910 2512 2159 358 1801
is_linear=0
shrinkage=0.00196078


Tree=7688
num_leaves=6
num_cat=0
split_feature=11 48 42 15 12
split_gain=3.42061e-05 4.1118e-05 5.04184e-05 4.86922e-05 4.63946e-05
threshold=0.076920000000000002 0.088965000000000002 0.086325000000000013 -0.016799999999999995 0.084100000000000022
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.00019778552820226019 -0.00034615538155123051 0.00028422133180028416 -0.00035325537013902503 0.00047824808869198162 -3.0963593993040723e-05
leaf_weight=0.0017130462668083508 0.0010034877731215945 0.0019633951269210611 0.0015049662966366379 0.001373991635983838 0.0013776447527571805
leaf_count=612 226 416 971 287 609
internal_value=0 3.80734e-05 -4.28838e-05 6.1737e-05 0.000223304
internal_weight=0 0.00793304 0.00596965 0.00446468 0.00275164
internal_count=3121 2895 2479 1508 896
is_linear=0
shrinkage=0.00196078


Tree=7689
num_leaves=7
num_cat=0
split_feature=42 43 51 15 16 0
split_gain=1.18545e-05 2.62935e-05 2.93499e-05 3.06072e-05 7.24695e-05 2.78413e-05
threshold=0.091735000000000025 0.070450000000000013 -0.076794999999999988 -0.10324499999999999 -0.092484999999999984 -0.082974999999999979
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=-0.015610963191310801 -0.0093244799352781276 0.01591207203570498 0.015140387794394328 -0.025143876812086598 0.019143420452827006 -0.0028096133818467507
leaf_weight=0.0011263987701117814 0.0011759609898972061 0.0010743061766145378 0.0013396965746482739 0.001009192982459006 0.001036896633797593 0.001304471919639954
leaf_count=411 667 251 315 298 558 621
internal_value=0 0.00153875 -0.00111593 0.00236516 -0.00274292 0.00691249
internal_weight=0 0.00689096 0.00581666 0.00469026 0.00335056 0.00234137
internal_count=3121 2454 2203 1792 1477 1179
is_linear=0
shrinkage=0.1


Tree=7690
num_leaves=6
num_cat=0
split_feature=131 150 15 16 47
split_gain=1.94949e-05 2.86793e-05 6.10691e-05 5.07269e-05 4.82408e-05
threshold=0.078765000000000016 0.085455000000000017 -0.037864999999999989 0.013515000000000001 0.092710000000000015
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=-8.6375096915952062e-06 -0.00025655293306732111 0.00029690691455922619 -0.00010730435958132155 0.00035200849037439231 -0.00055547318900570357
leaf_weight=0.0013493403192027477 0.0010178190578837972 0.0013044449772962631 0.0017410331874373338 0.0019709858009547311 0.0011478761112682667
leaf_count=721 516 295 1039 350 200
internal_value=0 3.26089e-05 -2.29152e-05 0.000136579 -0.000259997
internal_weight=0 0.00751368 0.00620924 0.00371202 0.00249722
internal_count=3121 2605 2310 1389 921
is_linear=0
shrinkage=0.00196078


Tree=7691
num_leaves=6
num_cat=0
split_feature=49 13 3 4 12
split_gain=1.20675e-05 2.14167e-05 4.31273e-05 3.83194e-05 3.2386e-05
threshold=-0.043469999999999995 -0.13710499999999998 0.10732000000000001 0.071150000000000005 0.084100000000000022
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
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leaf_value=0.0069204474469433779 -0.014192317912997177 0.0084546527928317777 -0.01716256889576041 0.020012693001603438 -0.013863199328268176
leaf_weight=0.0019019237457640328 0.0011979388011655774 0.0014971632450578027 0.0010614152238866068 0.001249023059007575 0.0011493727759252568
leaf_count=425 200 396 94 320 1686
internal_value=0 -0.00219301 0.000706825 0.00557566 -0.00123784
internal_weight=0 0.00615491 0.00495697 0.00389556 0.00264654
internal_count=3121 2696 2496 2402 2082
is_linear=0
shrinkage=0.1


Tree=7692
num_leaves=7
num_cat=0
split_feature=484 48 0 52 2 43
split_gain=1.15383e-05 2.38012e-05 0.00010267 3.53878e-05 4.50305e-05 4.47892e-05
threshold=0.073690000000000019 0.083985000000000018 -0.18113999999999997 -1.0000000180025095e-35 0.10097500000000002 -0.0037449999999999996
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=-0.020927577144663059 0.0098041361201826986 -0.013668255413277134 0.0281080025892693 -0.007346853734819238 -0.016732897328833408 0.020353004477563736
leaf_weight=0.0011425817323781904 0.0010375637590716979 0.0012067851035894033 0.0011478096200331221 0.0011021531564683973 0.0011649203593365742 0.0012410293655419362
leaf_count=686 394 81 455 753 309 443
internal_value=0 -0.00149525 0.00669669 -0.00564275 -0.000664511 0.00732394
internal_weight=0 0.00700528 0.00235459 0.00465068 0.0035081 0.00234318
internal_count=3121 2727 536 2191 1505 1196
is_linear=0
shrinkage=0.1


Tree=7693
num_leaves=6
num_cat=0
split_feature=52 52 43 12 1
split_gain=1.12476e-05 4.2729e-05 3.35089e-05 5.73947e-05 5.54978e-05
threshold=-0.046924999999999988 -0.088204999999999992 -0.15582499999999996 0.090840000000000018 0.094385000000000011
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.0047533237271985152 0.013671104382061108 0.021188693146157702 -0.014658823475396985 -0.024651309314597539 0.01245639637908714
leaf_weight=0.0016459558097000958 0.0010143705037955301 0.0010336286291545553 0.001324111330893193 0.0012440822141308087 0.0017556890821400232
leaf_count=680 164 273 1015 668 321
internal_value=0 0.00525361 -0.00268647 -0.00652391 0.000798638
internal_weight=0 0.00267958 0.00533825 0.00432388 0.0030798
internal_count=3121 953 2168 2004 1336
is_linear=0
shrinkage=0.1


Tree=7694
num_leaves=7
num_cat=0
split_feature=15 43 16 13 1 3
split_gain=1.16242e-05 2.48335e-05 4.63074e-05 3.52286e-05 3.55252e-05 6.95342e-05
threshold=-0.11713499999999999 -0.17390999999999998 0.22339500000000004 -0.094514999999999988 0.10089500000000001 -0.0080949999999999998
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5
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leaf_value=-0.0078561343084158995 0.014822102117649623 0.019928175927882721 -0.01998356669608585 -0.026620325238582782 0.01369117043811754 0.0090530379875889671
leaf_weight=0.0015339545916563686 0.0011980086624455077 0.0010002561772882324 0.0010443376211217463 0.0010929616579707566 0.0010366449442795389 0.0010926381857666574
leaf_count=484 184 237 385 1489 212 130
internal_value=0 0.00182685 -0.00112909 0.00353413 -0.00155495 -0.00878628
internal_weight=0 0.00646485 0.00526684 0.0042225 0.00322224 0.0021856
internal_count=3121 2637 2453 2068 1831 1619
is_linear=0
shrinkage=0.1


Tree=7695
num_leaves=7
num_cat=0
split_feature=131 150 15 47 16 0
split_gain=3.42421e-05 3.8469e-05 7.06731e-05 8.04924e-05 4.40536e-05 3.30599e-05
threshold=0.078765000000000016 0.080470000000000014 -0.037864999999999989 0.092710000000000015 0.013515000000000001 0.047850000000000011
decision_type=2 2 2 2 2 2
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right_child=-2 -3 4 -5 5 -7
leaf_value=6.2171933262357556e-05 -0.00033451512021907137 0.00032070552696889551 -8.0911855167355778e-05 -0.00064458169038027191 0.00059271312296540601 9.2025113229442994e-05
leaf_weight=0.0012702527860862221 0.0010455060498404016 0.0015433095270669982 0.0017998354627179734 0.0012094486402489911 0.0010066442744002795 0.0010215508046413843
leaf_count=671 516 358 1037 200 185 154
internal_value=0 4.32255e-05 -2.46654e-05 -0.00028254 0.000142379 0.000340529
internal_weight=0 0.00785104 0.00630773 0.0024797 0.00382803 0.0020282
internal_count=3121 2605 2247 871 1376 339
is_linear=0
shrinkage=0.00196078


Tree=7696
num_leaves=7
num_cat=0
split_feature=50 52 3 133 0 16
split_gain=3.63062e-05 2.28468e-05 3.52887e-05 4.6477e-05 6.16243e-05 5.49689e-05
threshold=0.088425000000000017 -0.12005499999999998 -0.12018999999999998 0.083950000000000011 -0.10607499999999999 -0.27167499999999994
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 -5 -6 -7
leaf_value=-0.00022073050691024911 -0.00035085955541135257 0.00036118244485332869 -0.00025303796946547433 0.00037247965371739748 -0.00042477861755487329 0.00031465085159352056
leaf_weight=0.0010660717870314747 0.0010041379046955871 0.0014306613556293877 0.0010953445163650807 0.0010925488749923664 0.0013542904989594399 0.0016341069918753264
leaf_count=466 560 201 154 610 958 172
internal_value=0 4.56278e-05 8.86063e-05 1.32697e-05 -8.28319e-05 8.68341e-05
internal_weight=0 0.00767302 0.00660695 0.00517629 0.00408374 0.00272945
internal_count=3121 2561 2095 1894 1284 326
is_linear=0
shrinkage=0.00196078


Tree=7697
num_leaves=6
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split_feature=11 2 43 52 52
split_gain=4.01237e-05 4.34253e-05 6.96112e-05 4.65139e-05 5.60861e-05
threshold=1.0000000180025095e-35 0.089885000000000007 -0.074359999999999996 -0.024714999999999997 0.092650000000000024
decision_type=2 2 2 2 2
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right_child=-2 3 -4 4 -6
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leaf_weight=0.0016548257931310168 0.0010056446624844518 0.0015580574919983698 0.0014474154998875288 0.0017183442652506547 0.001419185281189171
leaf_count=686 244 479 918 408 386
internal_value=0 3.88828e-05 -0.000141138 0.000157817 2.02945e-05
internal_weight=0 0.00779783 0.00310224 0.00469559 0.00313753
internal_count=3121 2877 1604 1273 794
is_linear=0
shrinkage=0.00196078


Tree=7698
num_leaves=8
num_cat=0
split_feature=50 15 42 49 457 43 43
split_gain=4.36569e-05 5.48523e-05 6.24601e-05 7.28704e-05 5.99227e-05 3.72098e-05 8.9493e-05
threshold=0.088425000000000017 -0.15914499999999995 0.091735000000000025 -0.006494999999999999 0.085130000000000025 -0.084004999999999982 0.05259500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5 -7
right_child=-2 2 -4 5 -6 6 -8
leaf_value=0.00045494900021340548 -0.00037863035451533606 -0.00054647437408857243 -0.00045067621348788769 0.00047687622603863057 0.00011135840612884365 -0.00023113426361509405 0.00052033674479631949
leaf_weight=0.0010786443821764261 0.0010677048107482221 0.0011160000111118933 0.0010935031530414719 0.0013797665468955208 0.0010180122577045187 0.0014892077297924966 0.0010311874263150699
leaf_count=314 560 298 446 330 134 874 165
internal_value=0 4.28629e-05 -1.94988e-05 5.86384e-05 -0.000232661 0.000218026 7.63205e-05
internal_weight=0 0.00820632 0.00712768 0.00603417 0.00213401 0.00390016 0.0025204
internal_count=3121 2561 2247 1801 432 1369 1039
is_linear=0
shrinkage=0.00196078


Tree=7699
num_leaves=7
num_cat=0
split_feature=11 3 1 3 3 16
split_gain=4.87258e-05 4.73449e-05 4.59548e-05 8.12208e-05 6.50515e-05 2.3848e-05
threshold=0.076920000000000002 -0.10831999999999999 0.094385000000000011 0.0051600000000000005 0.083060000000000009 -0.071854999999999988
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -6
right_child=-2 2 4 -5 5 -7
leaf_value=0.00042497249316692166 -0.0004071044040582249 -0.0005108448995777274 0.00045539288667196788 0.00011146444977957188 0.00010873616631622649 -0.00029610358176321473
leaf_weight=0.0011022780074244169 0.0010218184499380849 0.0015328660933102783 0.001479092973568432 0.0017012282837506232 0.0012426414745707534 0.0010175010288473244
leaf_count=183 226 1798 470 155 179 110
internal_value=0 4.73537e-05 -1.23367e-05 -0.000183492 0.000135697 -7.352e-05
internal_weight=0 0.00807561 0.00697333 0.00323409 0.00373924 0.00226014
internal_count=3121 2895 2712 1953 759 289
is_linear=0
shrinkage=0.00196078


Tree=7700
num_leaves=7
num_cat=0
split_feature=42 43 159 52 2 43
split_gain=3.01507e-05 3.39975e-05 4.04628e-05 9.54881e-05 4.78941e-05 4.90592e-05
threshold=0.091735000000000025 0.08845500000000002 0.076905000000000015 -0.0064899999999999992 0.10774000000000002 -0.0037449999999999996
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=-0.00044622524267949528 -0.00028382248555807707 0.00035790495884328622 0.00033182587163424948 -1.862505744283976e-05 -0.0002165882937542434 0.00053596858139173071
leaf_weight=0.0018582228692061234 0.001324114740910003 0.0010866900579245484 0.001075070570824321 0.0012324226983087224 0.0012313812654925578 0.0012205917344701258
leaf_count=658 667 232 388 706 179 291
internal_value=0 3.64759e-05 -1.63059e-05 -8.38311e-05 9.89422e-05 0.000257334
internal_weight=0 0.00770438 0.00661769 0.00554262 0.0036844 0.00245301
internal_count=3121 2454 2222 1834 1176 997
is_linear=0
shrinkage=0.00196078


Tree=7701
num_leaves=6
num_cat=0
split_feature=0 160 1 0 2
split_gain=1.30606e-05 3.25564e-05 4.70561e-05 4.89982e-05 3.21011e-05
threshold=-0.060129999999999996 -1.0000000180025095e-35 0.08844500000000001 -0.20211999999999997 0.10097500000000002
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -2
right_child=4 2 3 -5 -6
leaf_value=-0.017203843830675174 0.013691744369762471 -0.01716362533860679 -0.0098007989895279434 0.016832726322164312 -0.0086507693535791789
leaf_weight=0.001231604181900446 0.0017568565287165454 0.0010269176844207241 0.0010580269976788875 0.0019898944027287153 0.0010143517576772295
leaf_count=821 262 1107 90 530 311
internal_value=0 -0.00295643 0.0013498 0.00758741 0.00551366
internal_weight=0 0.00530644 0.00407484 0.00304792 0.00277121
internal_count=3121 2548 1727 620 573
is_linear=0
shrinkage=0.1


Tree=7702
num_leaves=6
num_cat=0
split_feature=42 160 52 49 4
split_gain=1.40045e-05 2.64607e-05 3.43635e-05 5.73708e-05 5.40874e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077655000000000016 -0.047584999999999995 0.076415000000000025
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0095506892363227455 -0.0095272907219627872 0.017373963243521372 0.018389251180903867 -0.025424316152524901 0.0044319666664354102
leaf_weight=0.0013000796933458261 0.001584087918512095 0.0012790473992846294 0.0014365476245952026 0.0010854170870877784 0.0013759644826326772
leaf_count=862 828 233 340 616 242
internal_value=0 0.00178217 0.00524271 0.000193658 -0.00873402
internal_weight=0 0.00676106 0.00517698 0.00374043 0.00246138
internal_count=3121 2259 1431 1091 858
is_linear=0
shrinkage=0.1


Tree=7703
num_leaves=8
num_cat=0
split_feature=50 15 15 48 3 3 12
split_gain=3.87959e-05 4.66946e-05 6.943e-05 3.7366e-05 6.30774e-05 9.4023e-05 4.90639e-05
threshold=0.088425000000000017 -0.15914499999999995 -0.095869999999999983 0.091545000000000015 0.10542000000000001 -0.016324999999999996 0.086915000000000006
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=0.00042930740051632532 -0.00036119021805030297 -0.00043273108348195589 0.00041243886905299683 0.00041201529649296972 0.00040097178763139291 -0.00061149123037511236 -0.00014778758987004531
leaf_weight=0.0010365640823096784 0.001042200958793941 0.0012634443647491188 0.0010186414283845733 0.0010363681490053473 0.0011456871988229354 0.001078137509849746 0.0014660216276671583
leaf_count=314 560 242 533 155 101 189 1027
internal_value=0 4.08778e-05 -1.65729e-05 7.49512e-05 7.61206e-07 -0.000127934 8.18894e-05
internal_weight=0 0.00804486 0.0070083 0.00574486 0.00470849 0.0035628 0.00248466
internal_count=3121 2561 2247 2005 1850 1749 1560
is_linear=0
shrinkage=0.00196078


Tree=7704
num_leaves=6
num_cat=0
split_feature=11 2 43 52 52
split_gain=4.97795e-05 4.91991e-05 8.36561e-05 5.35988e-05 5.44115e-05
threshold=1.0000000180025095e-35 0.089885000000000007 -0.074359999999999996 -0.024714999999999997 0.092650000000000024
decision_type=2 2 2 2 2
left_child=1 2 -1 -3 -5
right_child=-2 3 -4 4 -6
leaf_value=0.00015454558465803592 -0.00041360239378010331 0.00046399877684352161 -0.00048395273177524322 -0.00020358554206205634 0.00030755051718752276
leaf_weight=0.0016934540924478715 0.0010166446022462005 0.0016070104964690875 0.00147703402665761 0.0017831939659793061 0.0014532904331329311
leaf_count=686 244 479 918 408 386
internal_value=0 4.69779e-05 -0.000142911 0.000171277 2.59318e-05
internal_weight=0 0.00801398 0.00317049 0.00484349 0.00323648
internal_count=3121 2877 1604 1273 794
is_linear=0
shrinkage=0.00196078


Tree=7705
num_leaves=6
num_cat=0
split_feature=11 2 43 52 52
split_gain=5.13429e-05 4.12378e-05 5.91619e-05 5.01614e-05 5.59894e-05
threshold=1.0000000180025095e-35 0.089885000000000007 -0.074359999999999996 -0.046924999999999988 0.092650000000000024
decision_type=2 2 2 2 2
left_child=1 2 -1 -3 -5
right_child=-2 3 -4 4 -6
leaf_value=0.0001239703634012455 -0.00042262876253090325 0.00045183342928351342 -0.00041836460574011644 -0.00020967233077676399 0.0003089484152565277
leaf_weight=0.0016555347859009805 0.001012003684455841 0.0015423254832415464 0.0014512321351972193 0.001790265162495788 0.0014473500964723638
leaf_count=686 244 458 918 429 386
internal_value=0 4.65029e-05 -0.000129365 0.00016081 2.21729e-05
internal_weight=0 0.00788671 0.00310677 0.00477994 0.00323762
internal_count=3121 2877 1604 1273 815
is_linear=0
shrinkage=0.00196078


Tree=7706
num_leaves=6
num_cat=0
split_feature=484 42 43 16 0
split_gain=1.53694e-05 1.94559e-05 2.80534e-05 3.39117e-05 5.22831e-05
threshold=0.073690000000000019 -1.0000000180025095e-35 -0.061959999999999994 -0.056919999999999991 -0.20211999999999997
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.013294887736788911 0.011208577993970292 0.011904837968847306 -0.013802778006735954 -0.01552095014145259 0.014572126914514066
leaf_weight=0.0012073548550812626 0.0010538321043349081 0.0016054642850028581 0.0010887934006660097 0.0015289511882020188 0.0016089947612897911
leaf_count=806 394 833 101 417 570
internal_value=0 -0.00174038 0.000651575 -0.00362281 0.00312037
internal_weight=0 0.00703956 0.0058322 0.00422674 0.00269779
internal_count=3121 2727 1921 1088 671
is_linear=0
shrinkage=0.1


Tree=7707
num_leaves=6
num_cat=0
split_feature=42 133 15 15 16
split_gain=1.44585e-05 2.66007e-05 7.26742e-05 6.14159e-05 4.32372e-05
threshold=0.091735000000000025 0.083950000000000011 1.0000000180025095e-35 -0.037864999999999989 -0.072359999999999994
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.0047425351476175466 -0.010296019592656809 0.015473931261460339 -0.024426913255541874 0.019481289429144462 -0.020417108065492236
leaf_weight=0.0018839906049882703 0.0011764918070340108 0.0011650118171232116 0.0010833790149750132 0.0016988288252977103 0.0010715275210179667
leaf_count=385 667 694 706 342 327
internal_value=0 0.00169737 -0.00109988 0.00432988 -0.00437913
internal_weight=0 0.00690274 0.00573773 0.00465435 0.00295552
internal_count=3121 2454 1760 1054 712
is_linear=0
shrinkage=0.1


Tree=7708
num_leaves=6
num_cat=0
split_feature=52 52 15 2 0
split_gain=1.37922e-05 3.80831e-05 2.47154e-05 4.53404e-05 2.94298e-05
threshold=-0.046924999999999988 -0.088204999999999992 -0.11713499999999999 0.10097500000000002 -0.077999999999999986
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.0036441872964586633 -0.015253451500677473 0.020735771936526148 -0.00013844985850576793 -0.013554716914837237 0.021286033758015077
leaf_weight=0.0016574884193601023 0.0012564851728354889 0.0010444643889994589 0.0015914097065203156 0.0014348668947339631 0.0010737681520114851
leaf_count=680 367 273 1155 316 330
internal_value=0 0.00578011 -0.00298309 0.00077724 0.00849322
internal_weight=0 0.00270195 0.00535653 0.00410004 0.00266518
internal_count=3121 953 2168 1801 1485
is_linear=0
shrinkage=0.1


Tree=7709
num_leaves=7
num_cat=0
split_feature=50 484 52 150 15 43
split_gain=2.85265e-05 3.50851e-05 2.40547e-05 4.0118e-05 5.20557e-05 3.74024e-05
threshold=0.088425000000000017 0.073690000000000019 -0.088614999999999985 0.083095000000000016 -0.037864999999999989 -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=-0.00026331312076639666 -0.00031460569381991865 0.00036986462461394181 -0.00031910451288867973 0.00037482593362405943 -0.00014021267390049947 0.0003287895894364936
leaf_weight=0.001232095277403064 0.0010055798285046368 0.0010487101506163393 0.0016458538706141134 0.0010981328011706272 0.0011579067960623538 0.0015014585732414003
leaf_count=511 560 342 491 250 640 327
internal_value=0 3.65914e-05 -1.60813e-05 4.02935e-05 -4.50357e-05 0.000124583
internal_weight=0 0.00768416 0.00663545 0.00540335 0.00430522 0.00265937
internal_count=3121 2561 2219 1708 1458 967
is_linear=0
shrinkage=0.00196078


Tree=7710
num_leaves=7
num_cat=0
split_feature=11 2 43 52 3 16
split_gain=5.66327e-05 5.53239e-05 5.62589e-05 4.52995e-05 3.61957e-05 1.73552e-05
threshold=1.0000000180025095e-35 0.089885000000000007 -0.074359999999999996 -0.024714999999999997 0.12178000000000001 -0.27167499999999994
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=0.00010087926300048992 -0.00043240964661437568 0.00046063318778546036 -0.00042950162539377344 0.00037408568151952898 -0.00023706180952399761 2.0571564876002968e-05
leaf_weight=0.001652832410083332 0.0010186681509138816 0.0015940826826224227 0.0014377689891578221 0.0011091556289247696 0.0010755198852696827 0.0010294847113975843
leaf_count=686 244 479 918 206 102 486
internal_value=0 5.88228e-05 -0.000145858 0.000190386 5.63546e-05 0.000203913
internal_weight=0 0.00789884 0.0030906 0.00480824 0.00321416 0.00213864
internal_count=3121 2877 1604 1273 794 692
is_linear=0
shrinkage=0.00196078


Tree=7711
num_leaves=6
num_cat=0
split_feature=2 2 15 13 16
split_gain=1.48988e-05 2.71438e-05 2.54517e-05 2.32431e-05 1.70993e-05
threshold=0.099185000000000009 0.091185000000000002 -0.040439999999999997 -0.08971999999999998 -0.074319999999999983
decision_type=2 2 2 2 2
left_child=1 2 -1 -2 -5
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leaf_value=-0.0086699716368759724 0.016541535872430232 -0.017990188464612315 0.0081926052839705246 -0.010389857172629861 0.0069917073528647251
leaf_weight=0.0016695980729323576 0.0011507713606389112 0.0010372505705131805 0.0019295591580332874 0.0010352116010292141 0.0012486529999934022
leaf_count=622 200 403 1177 246 473
internal_value=0 -0.00373729 0.000370295 0.0049525 -0.000886867
internal_weight=0 0.00463641 0.00359916 0.00343464 0.00228386
internal_count=3121 2202 1799 919 719
is_linear=0
shrinkage=0.1


Tree=7712
num_leaves=7
num_cat=0
split_feature=11 2 0 12 3 16
split_gain=4.51765e-05 4.60097e-05 4.86321e-05 0.000101047 4.22621e-05 3.94882e-05
threshold=0.076920000000000002 0.099185000000000009 -0.053834999999999994 0.088305000000000008 0.0022600000000000003 -0.074319999999999983
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=-0.00052809604781184935 -0.00039987896149327367 -3.1010164463696029e-05 -0.0004096876511033224 0.00044542936740964411 3.3804841051750526e-05 0.00040220010206600085
leaf_weight=0.0010004053705515441 0.0010171297460926333 0.0014166056164298634 0.0012911555230440156 0.0013877928393206144 0.0010598080045160856 0.0018859597187406898
leaf_count=890 226 343 196 876 133 457
internal_value=0 3.87123e-05 -8.50974e-05 3.64501e-05 -0.000239045 0.000216378
internal_weight=0 0.00804173 0.00473916 0.00344801 0.00206021 0.00330257
internal_count=3121 2895 2095 1899 1023 800
is_linear=0
shrinkage=0.00196078


Tree=7713
num_leaves=6
num_cat=0
split_feature=4 151 16 2 2
split_gain=1.36447e-05 2.71538e-05 4.0579e-05 3.85689e-05 4.6741e-05
threshold=0.40473500000000007 -0.024429999999999997 -0.092484999999999984 0.10672500000000001 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=0.012309899711065896 0.0097999508894267753 -0.017102151085192484 0.0044372501421870462 0.0174854373520625 -0.022169957807356113
leaf_weight=0.0011436002160279636 0.0011989577102291763 0.0017804620870606573 0.001888396512916812 0.00105171005275106 0.0010151682941175887
leaf_count=473 304 482 1089 329 444
internal_value=0 -0.00176027 -0.0045656 0.00107772 -0.00486538
internal_weight=0 0.00687934 0.00573574 0.00395527 0.00290356
internal_count=3121 2817 2344 1862 1533
is_linear=0
shrinkage=0.1


Tree=7714
num_leaves=6
num_cat=0
split_feature=52 15 3 1 15
split_gain=1.25745e-05 2.74897e-05 6.64195e-05 6.14532e-05 4.38581e-05
threshold=0.11434500000000002 -0.016799999999999995 -0.08824499999999999 0.11181500000000001 1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 3 -3 -1 -4
right_child=-2 2 4 -5 -6
leaf_value=0.0072508442875205761 -0.0099551717207051905 -0.010230152351932625 0.033100895259792769 -0.019203017041486015 0.0044964283788925591
leaf_weight=0.0019557166078205054 0.0011040858747671254 0.0012646163160032415 0.0010621644423158664 0.0015937735266363931 0.0010821039892845387
leaf_count=882 501 480 235 333 690
internal_value=0 0.0015323 0.00794599 -0.00462733 0.0186657
internal_weight=0 0.00695837 0.00340888 0.00354949 0.00214427
internal_count=3121 2620 1405 1215 925
is_linear=0
shrinkage=0.1


Tree=7715
num_leaves=7
num_cat=0
split_feature=11 2 4 0 12 3
split_gain=4.50012e-05 4.58843e-05 4.95476e-05 4.58427e-05 8.97916e-05 3.29442e-05
threshold=0.078065000000000009 0.098260000000000014 0.033845000000000007 -0.053834999999999994 0.088305000000000008 0.0022600000000000003
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=-0.00047451917819515331 -0.0003973980658630581 0.00043178401245083545 -3.5171980218130954e-05 -0.00040232988131334765 0.00043062885037890917 1.3897998322474111e-05
leaf_weight=0.0010068872180465174 0.0010024939075420789 0.0018609618000814915 0.001646672743815318 0.0012680417313425769 0.0013416091413126414 0.0011232879134887438
leaf_count=891 211 410 409 198 868 134
internal_value=0 4.25592e-05 0.00021257 -8.32544e-05 3.32854e-05 -0.000216966
internal_weight=0 0.00824746 0.00350763 0.00473983 0.00347178 0.00213018
internal_count=3121 2910 819 2091 1893 1025
is_linear=0
shrinkage=0.00196078


Tree=7716
num_leaves=7
num_cat=0
split_feature=131 150 15 47 4 16
split_gain=2.17136e-05 3.14084e-05 5.05812e-05 6.2033e-05 3.82431e-05 4.03629e-05
threshold=0.078765000000000016 0.085455000000000017 -0.037864999999999989 0.092710000000000015 -0.033174999999999989 0.052820000000000013
decision_type=2 2 2 2 2 2
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right_child=-2 -3 4 -5 -6 -7
leaf_value=4.3171826588762942e-05 -0.00027156499262929171 0.00030104313300491413 -0.00031340407245078564 -0.00056757922271015373 0.00040765126625802358 0.000184133443802962
leaf_weight=0.0013764078226756993 0.0010464574638173784 0.0013502434898987345 0.001052910203540281 0.0011940239373344486 0.0011859613113782206 0.0015493470090396234
leaf_count=721 516 295 866 200 252 271
internal_value=0 2.94412e-05 -2.82328e-05 -0.000240536 0.000115822 -1.71773e-05
internal_weight=0 0.00770889 0.00635865 0.00257043 0.00378822 0.00260226
internal_count=3121 2605 2310 921 1389 1137
is_linear=0
shrinkage=0.00196078


Tree=7717
num_leaves=7
num_cat=0
split_feature=50 4 12 3 43 2
split_gain=4.17084e-05 4.42901e-05 5.3242e-05 7.2156e-05 8.82099e-05 6.43774e-05
threshold=0.088425000000000017 0.40473500000000007 -0.029094999999999999 0.090900000000000009 -0.074359999999999996 0.089885000000000007
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=-0.00043655698923285665 -0.0003814540155993741 0.00039976751784522805 0.00020481378600234606 0.00035621060137631759 -0.00073528159440512349 -4.9328825117619967e-05
leaf_weight=0.0010077901940981834 0.00102417989250913 0.0011238476281139808 0.001907536085695976 0.0019860467086354108 0.001007457917120995 0.0011007640870705851
leaf_count=218 560 279 753 181 650 480
internal_value=0 3.84088e-05 -1.95278e-05 5.04975e-05 -0.000100697 -0.000377126
internal_weight=0 0.00813344 0.00700959 0.0060018 0.00401576 0.00210822
internal_count=3121 2561 2282 2064 1883 1130
is_linear=0
shrinkage=0.00196078


Tree=7718
num_leaves=7
num_cat=0
split_feature=11 2 43 52 1 2
split_gain=3.65996e-05 6.02412e-05 6.01967e-05 4.50768e-05 3.44267e-05 4.32015e-05
threshold=1.0000000180025095e-35 0.089885000000000007 -0.074359999999999996 -0.024714999999999997 0.10937500000000001 0.10327000000000001
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=8.7800589040235851e-05 -0.0003526818065521182 0.00044880299664259445 -0.00045828022650034196 0.00019147329834926812 0.00034485217897035382 -0.00035863535725025227
leaf_weight=0.0016511202780217394 0.0010097414128233421 0.0016092116331823639 0.0014644686935085672 0.0010677416167607192 0.0010182208057005634 0.0011294290028544577
leaf_count=686 244 479 918 386 169 239
internal_value=0 4.36485e-05 -0.000168882 0.000180895 4.68144e-05 -9.13034e-05
internal_weight=0 0.00794019 0.00311559 0.0048246 0.00321539 0.00219717
internal_count=3121 2877 1604 1273 794 625
is_linear=0
shrinkage=0.00196078


Tree=7719
num_leaves=6
num_cat=0
split_feature=4 52 3 133 0
split_gain=1.38421e-05 1.81602e-05 3.555e-05 3.6781e-05 4.69319e-05
threshold=0.27044500000000005 -0.12005499999999998 -0.12018999999999998 0.083950000000000011 -0.10607499999999999
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.014215544715975659 0.0089337823512141267 0.017182494622061697 0.0024906061202614057 0.012953096646141936 -0.020399841776533648
leaf_weight=0.0010228919000636457 0.0014152156104953019 0.0010185273546714033 0.00190634825046253 0.001057239012038289 0.0016895061751762896
leaf_count=512 365 154 234 730 1126
internal_value=0 -0.00195134 0.000260536 -0.00344355 -0.00826443
internal_weight=0 0.00669451 0.00567162 0.00465309 0.00359585
internal_count=3121 2756 2244 2090 1360
is_linear=0
shrinkage=0.1


Tree=7720
num_leaves=6
num_cat=0
split_feature=1 42 2 0 3
split_gain=1.17619e-05 2.84358e-05 3.07656e-05 3.46004e-05 2.50692e-05
threshold=0.12500000000000003 0.088915000000000008 0.099185000000000009 -0.084269999999999984 0.11924500000000002
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -4
right_child=-2 -3 4 -5 -6
leaf_value=-0.013450632528418209 0.0091681581224627891 -0.015047680155917093 0.020655923603652149 0.0068703534942481286 -0.0006025009414002741
leaf_weight=0.001910439002210875 0.0011826689973840039 0.0012847409987882859 0.0011708500017136212 0.0014924889121489069 0.0010541683817631882
leaf_count=856 279 810 426 663 87
internal_value=0 -0.00162386 0.00144052 -0.00453806 0.0105841
internal_weight=0 0.00691269 0.00562795 0.00340293 0.00222502
internal_count=3121 2842 2032 1519 513
is_linear=0
shrinkage=0.1


Tree=7721
num_leaves=7
num_cat=0
split_feature=42 160 151 16 1 1
split_gain=1.2771e-05 2.79299e-05 3.40466e-05 5.30752e-05 5.88288e-05 2.30254e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 -0.072804999999999981 0.098420000000000021 1.0000000180025095e-35
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=-0.0091176941351797294 -0.009881527783187868 -0.010636255641144222 0.0039867055986812661 0.0090142755067991916 0.038172973976405608 -0.011911069353386077
leaf_weight=0.0013010315447092909 0.0015934299743800796 0.0010701446765078552 0.0010119962902584065 0.0010251663915614986 0.001001533825598048 0.0010796433586579379
leaf_count=862 828 300 361 251 194 325
internal_value=0 0.00169858 0.00525493 0.00938424 0.020991 -0.00171919
internal_weight=0 0.00678191 0.00518848 0.00411834 0.00201353 0.00210481
internal_count=3121 2259 1431 1131 555 576
is_linear=0
shrinkage=0.1


Tree=7722
num_leaves=7
num_cat=0
split_feature=11 3 3 42 52 2
split_gain=5.12716e-05 6.79692e-05 5.64251e-05 4.48297e-05 3.37647e-05 4.70628e-05
threshold=0.078065000000000009 -0.12018999999999998 -0.078934999999999991 0.08623500000000002 -0.046924999999999988 0.10613000000000002
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=0.0005200217840781394 -0.00042696281027529214 -0.00039985286776236378 0.00019271882209356695 0.00042064884462112036 7.9230489489268859e-05 -0.00040243887927261086
leaf_weight=0.0010034810644723021 0.0010066805139652283 0.001269707067550742 0.0017702545852139868 0.0010617828978490527 0.0016674346119917251 0.0014652235738188784
leaf_count=146 211 1392 332 580 278 182
internal_value=0 4.18049e-05 -2.45284e-05 5.53671e-05 -2.37389e-05 -0.000146058
internal_weight=0 0.00823788 0.0072344 0.0059647 0.00490291 0.00313266
internal_count=3121 2910 2764 1372 792 460
is_linear=0
shrinkage=0.00196078


Tree=7723
num_leaves=5
num_cat=0
split_feature=51 160 16 0
split_gain=1.33061e-05 2.55344e-05 3.59369e-05 3.07596e-05
threshold=-0.090529999999999985 -1.0000000180025095e-35 -0.056919999999999991 -0.11756999999999999
decision_type=2 2 2 2
left_child=-1 -2 3 -3
right_child=1 2 -4 -5
leaf_value=0.010024382979475267 -0.014159422115629412 -0.0018357154250010516 -0.0097002969702282716 0.016466893928811413
leaf_weight=0.0011292425280443183 0.0013265855960253922 0.0018833861047862302 0.0019525333393277155 0.0017918365866434738
leaf_count=407 807 263 579 1065
internal_value=0 -0.00167884 0.00126311 0.00708763
internal_weight=0 0.00695434 0.00562776 0.00367522
internal_count=3121 2714 1907 1328
is_linear=0
shrinkage=0.1


Tree=7724
num_leaves=7
num_cat=0
split_feature=11 3 0 43 3 2
split_gain=8.61765e-05 4.16894e-05 5.61237e-05 8.29521e-05 6.32306e-05 6.69234e-05
threshold=0.078065000000000009 -0.10831999999999999 -0.053834999999999994 -0.052894999999999991 0.090900000000000009 0.11215000000000001
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=0.00041422313441708361 -0.00054622935786886667 0.00048867252006417174 -0.00030581102194999365 -0.00037722278506923301 0.00051347738977917565 -0.00014169944984985557
leaf_weight=0.0011147680513443527 0.0010062942675315616 0.0015397189732844086 0.0016877841513734185 0.0014276714078966489 0.0010579440470386923 0.0013829523703715856
leaf_count=197 211 1094 330 1026 106 157
internal_value=0 6.17178e-05 6.3404e-06 0.000103755 -4.94455e-05 0.00014227
internal_weight=0 0.00821084 0.00709607 0.00540829 0.00386857 0.0024409
internal_count=3121 2910 2713 2383 1289 263
is_linear=0
shrinkage=0.00196078


Tree=7725
num_leaves=6
num_cat=0
split_feature=52 15 43 12 1
split_gain=1.4101e-05 3.92143e-05 2.45346e-05 6.1168e-05 4.93796e-05
threshold=-0.046924999999999988 -0.053579999999999996 -0.15582499999999996 0.090840000000000018 0.094385000000000011
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=0.018129135851675849 0.010914649155671228 -0.0059037212402998362 -0.013291078591741667 -0.024966355177744065 0.012193657637362017
leaf_weight=0.0013265506901403868 0.0010242930526407961 0.0013907365848048886 0.0013336539888584359 0.0012496879326828721 0.0017685208947509539
leaf_count=516 164 437 1015 668 321
internal_value=0 0.00582886 -0.00300983 -0.00628722 0.00123753
internal_weight=0 0.00271729 0.00537616 0.00435186 0.00310217
internal_count=3121 953 2168 2004 1336
is_linear=0
shrinkage=0.1


Tree=7726
num_leaves=5
num_cat=0
split_feature=42 43 4 48
split_gain=1.29348e-05 2.23785e-05 3.24949e-05 3.99506e-05
threshold=-1.0000000180025095e-35 -0.052894999999999991 -0.059649999999999988 0.085130000000000025
decision_type=2 2 2 2
left_child=-1 -2 -3 -4
right_child=1 2 3 -5
leaf_value=-0.0091625474446457907 0.010949407426371459 -0.014186149624097678 0.012718042362125152 -0.0092888038722561909
leaf_weight=0.0013031254943835103 0.0018919041290457791 0.0014874547648468101 0.0019780238112891255 0.0014150378448682002
leaf_count=862 1041 637 394 187
internal_value=0 0.00171675 -0.00186224 0.00354034
internal_weight=0 0.00677242 0.00488052 0.00339306
internal_count=3121 2259 1218 581
is_linear=0
shrinkage=0.1


Tree=7727
num_leaves=6
num_cat=0
split_feature=13 48 1 2 16
split_gain=1.23674e-05 2.28568e-05 4.57744e-05 2.77524e-05 3.34522e-05
threshold=-0.23438999999999996 0.11013500000000002 0.111945 0.092365000000000017 -0.088159999999999988
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.010298375283858859 0.015955042548917622 -0.015520067466154959 0.016001892996937047 -0.013797109717518198 -0.0066592656326049399
leaf_weight=0.001012792584318886 0.0010714195974762773 0.0010005525490785197 0.0014917077132950854 0.0018093770798335825 0.0016794599135692978
leaf_count=169 432 145 302 846 1227
internal_value=0 -0.0015189 0.000795865 -0.00417819 0.00214861
internal_weight=0 0.00705252 0.00605196 0.00456026 0.00275088
internal_count=3121 2952 2807 2505 1659
is_linear=0
shrinkage=0.1


Tree=7728
num_leaves=7
num_cat=0
split_feature=131 13 2 160 16 4
split_gain=2.23886e-05 2.90003e-05 3.84723e-05 3.56615e-05 4.27028e-05 2.259e-05
threshold=0.078765000000000016 -0.076384999999999995 0.10005000000000001 -0.080719999999999986 -0.018494999999999998 0.033845000000000007
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=-2.5955363862646313e-05 -0.00027925322973092778 0.00027482920972589424 0.00048108105124758605 0.00025016319688328482 -0.00036328237826671719 -0.00012860371297138674
leaf_weight=0.0012065283482461506 0.0010029259862288529 0.0010526650919498561 0.0010997997087637617 0.0010797979075639591 0.0017452377645609351 0.0013779041351600939
leaf_count=809 516 247 251 569 503 226
internal_value=0 3.25298e-05 0.000215831 -4.79086e-05 -0.000128741 3.78085e-05
internal_weight=0 0.00756193 0.00230633 0.0052556 0.00420294 0.0024577
internal_count=3121 2605 1060 1545 1298 795
is_linear=0
shrinkage=0.00196078


Tree=7729
num_leaves=7
num_cat=0
split_feature=484 42 15 3 1 0
split_gain=1.26685e-05 1.8593e-05 3.02308e-05 5.38124e-05 4.96987e-05 0.000113792
threshold=0.073690000000000019 -1.0000000180025095e-35 0.040760000000000005 -0.077774999999999983 0.094090000000000021 -0.15599999999999997
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=-0.012874110115888328 0.010212600981274231 -0.020105663400355547 0.015272491881510501 -0.011487053412780696 -0.010686616628765848 0.036318386355389337
leaf_weight=0.0012046382013864501 0.0010494600358408991 0.0012978547404563241 0.0011531112653790886 0.0012942005383180487 0.0010003316678115918 0.0010615649446875028
leaf_count=806 394 600 643 235 96 347
internal_value=0 -0.001568 0.000777375 -0.00281409 0.00387284 0.0135139
internal_weight=0 0.0070117 0.00580706 0.00465395 0.0033561 0.0020619
internal_count=3121 2727 1921 1278 678 443
is_linear=0
shrinkage=0.1


Tree=7730
num_leaves=6
num_cat=0
split_feature=11 2 43 52 52
split_gain=4.16679e-05 4.76969e-05 7.30876e-05 3.85641e-05 4.12451e-05
threshold=1.0000000180025095e-35 0.089885000000000007 -0.074359999999999996 -0.046924999999999988 0.092650000000000024
decision_type=2 2 2 2 2
left_child=1 2 -1 -3 -5
right_child=-2 3 -4 4 -6
leaf_value=0.00014111774795566635 -0.00037946325936246946 0.00042236729299640301 -0.00046109358970505474 -0.00015240965729630974 0.00029444827549777346
leaf_weight=0.0016349943777859721 0.0010039212613167552 0.0015470703979686196 0.0014727871701928782 0.0017916493964267863 0.0014263513935024398
leaf_count=686 244 458 918 429 386
internal_value=0 4.47091e-05 -0.000144272 0.000167963 4.56563e-05
internal_weight=0 0.00787285 0.00310778 0.00476507 0.003218
internal_count=3121 2877 1604 1273 815
is_linear=0
shrinkage=0.00196078


Tree=7731
num_leaves=6
num_cat=0
split_feature=50 3 0 16 3
split_gain=1.51584e-05 2.76804e-05 3.44248e-05 4.98148e-05 3.83357e-05
threshold=0.079410000000000008 -0.12018999999999998 -0.053834999999999994 -1.0000000180025095e-35 0.090900000000000009
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.013875240048994207 -0.011176894882360547 -0.013635168466642547 -0.014702672867767412 0.022232981677579297 0.0089305364402784467
leaf_weight=0.0014657920400219723 0.0010595238898096953 0.0016397635801396766 0.0014683334626842681 0.001024292568204333 0.0013918848870979779
leaf_count=293 609 1315 298 433 173
internal_value=0 0.00165874 -0.00158275 0.00316694 -0.00327484
internal_weight=0 0.00699007 0.00552427 0.00405594 0.00303165
internal_count=3121 2512 2219 1921 1488
is_linear=0
shrinkage=0.1


Tree=7732
num_leaves=7
num_cat=0
split_feature=131 0 47 15 2 0
split_gain=2.28426e-05 2.94555e-05 6.32256e-05 5.56416e-05 3.95739e-05 1.48925e-05
threshold=0.078765000000000016 -0.019414999999999998 0.077555000000000013 0.024640000000000006 0.11215000000000001 0.14486500000000005
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=0.00043851111991083955 -0.00028131519997002597 0.00040343886747767357 -0.00035547870316440328 -0.00025730956727859085 -5.0686498501269881e-05 6.6689469603887174e-05
leaf_weight=0.0016764075759765976 0.0010068509806587531 0.0010148055223374245 0.0017023650188921291 0.0011806782211405387 0.0010241892027534993 0.0010048826854749083
leaf_count=801 516 270 273 933 269 59
internal_value=0 3.29702e-05 -4.04295e-05 9.77542e-05 0.000252985 0.000235891
internal_weight=0 0.00760333 0.00558364 0.00388127 0.0027006 0.00201969
internal_count=3121 2605 2276 2003 1070 329
is_linear=0
shrinkage=0.00196078


Tree=7733
num_leaves=5
num_cat=0
split_feature=0 47 49 3
split_gain=1.39488e-05 3.46165e-05 3.84313e-05 1.83631e-05
threshold=-0.019414999999999998 1.0000000180025095e-35 -0.054319999999999993 0.084940000000000015
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=-0.011729212803852487 0.0072259837013351411 -0.013231391419081485 0.0026382533841673621 0.019071906920203656
leaf_weight=0.0012487480262045225 0.001992911890996249 0.0019883946915689992 0.0016649404918204166 0.0011493259525768877
leaf_count=303 365 414 1892 147
internal_value=0 -0.00241988 0.00287115 0.00934964
internal_weight=0 0.00605141 0.00406301 0.00281427
internal_count=3121 2756 2342 2039
is_linear=0
shrinkage=0.1


Tree=7734
num_leaves=7
num_cat=0
split_feature=11 2 43 52 52 16
split_gain=3.44612e-05 3.98984e-05 5.23693e-05 4.9934e-05 3.8245e-05 5.21483e-05
threshold=0.076920000000000002 0.089885000000000007 -0.074359999999999996 -0.081429999999999989 0.092650000000000024 -0.27167499999999994
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=9.9782548636357293e-05 -0.00035322822548900965 0.00053306137110880909 -0.00040438035476616152 0.00017073174885840939 0.00029399441994058383 -0.00040674069089723634
leaf_weight=0.0016683775497113224 0.0010089679402096102 0.0010017321490773706 0.0015082071395264361 0.0012380367358792864 0.0014432322306833748 0.0011688518082123727
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internal_value=0 3.12421e-05 -0.000139588 0.000143088 4.16233e-05 -0.000109705
internal_weight=0 0.00802844 0.00317658 0.00485185 0.00385012 0.00240689
internal_count=3121 2895 1617 1278 936 548
is_linear=0
shrinkage=0.00196078


Tree=7735
num_leaves=6
num_cat=0
split_feature=52 0 4 15 4
split_gain=1.3158e-05 2.83845e-05 3.47911e-05 2.68564e-05 2.73698e-05
threshold=0.11434500000000002 -0.077999999999999986 -0.35136499999999998 -0.11713499999999999 0.0061450000000000003
decision_type=2 2 2 2 2
left_child=1 3 -3 -1 -5
right_child=-2 2 -4 4 -6
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leaf_weight=0.001083965504065032 0.0010875895460146206 0.0011349042290295843 0.0016512548961229289 0.0013754370945072718 0.0017188274207304846
leaf_count=279 501 202 681 1177 281
internal_value=0 0.00156022 0.00937816 -0.003653 0.00109223
internal_weight=0 0.00696439 0.00278616 0.00417823 0.00309426
internal_count=3121 2620 883 1737 1458
is_linear=0
shrinkage=0.1


Tree=7736
num_leaves=7
num_cat=0
split_feature=50 4 151 1 4 15
split_gain=1.1765e-05 2.26634e-05 2.77793e-05 3.72794e-05 4.22221e-05 3.70054e-05
threshold=0.079410000000000008 0.36766000000000004 -0.024429999999999997 0.083835000000000007 -0.15764999999999998 -0.053579999999999996
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=0.014080968585216369 -0.0098469734128195704 0.014850731149302479 0.016384649140217197 -0.00097402086579482172 -0.01022537992840219 -0.025467677662002183
leaf_weight=0.001015898014099524 0.0010604676853162584 0.0010698236360366566 0.0013608907825566183 0.0012849190551075091 0.0010612825125021544 0.0011862953390366898
leaf_count=363 609 303 77 186 1244 339
internal_value=0 0.00145785 -0.000966817 -0.00409083 0.00472538 -0.0127321
internal_weight=0 0.00697911 0.00590929 0.00489339 0.00242217 0.00247121
internal_count=3121 2512 2209 1846 1321 525
is_linear=0
shrinkage=0.1


Tree=7737
num_leaves=7
num_cat=0
split_feature=11 43 2 12 15 16
split_gain=6.17529e-05 4.01933e-05 6.08058e-05 5.57327e-05 4.83899e-05 4.89896e-05
threshold=0.078065000000000009 -0.04890499999999999 0.089885000000000007 0.051320000000000005 -0.095869999999999983 -0.065229999999999996
decision_type=2 2 2 2 2 2
left_child=1 3 -3 -1 -4 -6
right_child=-2 2 4 -5 5 -7
leaf_value=0.0005818415492195296 -0.00046913451651544615 -0.00039634781455442827 -0.00024596804457595474 2.021926335191152e-05 0.00050116888190710114 -3.5332521372569161e-05
leaf_weight=0.0010891293394678547 0.0010058139586600996 0.0014604626581379287 0.0012386003949618912 0.0018054670718189278 0.0012682795302252704 0.001351858751325545
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internal_value=0 4.56009e-05 -5.55816e-05 0.000231537 7.33923e-05 0.000224361
internal_weight=0 0.0082138 0.0053192 0.0028946 0.00385874 0.00262014
internal_count=3121 2910 1527 1383 704 483
is_linear=0
shrinkage=0.00196078


Tree=7738
num_leaves=7
num_cat=0
split_feature=131 13 43 15 151 15
split_gain=2.42192e-05 3.73615e-05 4.8385e-05 2.58053e-05 3.88491e-05 4.28657e-05
threshold=0.078765000000000016 -0.076384999999999995 1.0000000180025095e-35 -0.11713499999999999 -0.0064299999999999991 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
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leaf_weight=0.0014010135555263992 0.0010338154211942535 0.0010263039178844023 0.001006861231883992 0.001239152218955558 0.0013218189926606013 0.0017963314469401869
leaf_count=853 516 233 207 203 330 779
internal_value=0 3.21726e-05 0.000235199 -5.8633e-05 7.25057e-06 -0.000109464
internal_weight=0 0.00779148 0.00240787 0.00538361 0.0043573 0.00311815
internal_count=3121 2605 1060 1545 1312 1109
is_linear=0
shrinkage=0.00196078


Tree=7739
num_leaves=7
num_cat=0
split_feature=16 4 16 12 2 3
split_gain=1.1261e-05 4.57431e-05 3.12712e-05 2.45542e-05 3.33216e-05 3.21152e-05
threshold=0.38525000000000004 -0.27825499999999997 0.013515000000000001 0.090995000000000006 0.089885000000000007 0.097915000000000016
decision_type=2 2 2 2 2 2
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leaf_weight=0.0011033462114735009 0.0011106316372081031 0.0013799820782120758 0.0010017845294887345 0.0012611490208912389 0.0010434919462857591 0.0011572024760587124
leaf_count=155 311 1118 332 687 360 158
internal_value=0 -0.00153747 0.00198852 -0.00133895 0.00288734 0.0105263
internal_weight=0 0.00694696 0.00584361 0.00484183 0.00358068 0.00220069
internal_count=3121 2810 2655 2323 1636 518
is_linear=0
shrinkage=0.1


Tree=7740
num_leaves=7
num_cat=0
split_feature=131 13 47 16 2 16
split_gain=4.66093e-05 3.58163e-05 3.84769e-05 7.7376e-05 3.95128e-05 4.2361e-05
threshold=0.078765000000000016 -0.23438999999999996 0.10621500000000002 -0.39185999999999993 0.084245000000000014 -0.008904999999999998
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=0.00037923470494706599 -0.0003942572610123694 0.00055153657217763506 -0.00032783067767848048 0.00023599508773761071 -0.0003976373032500627 3.8350791018514237e-05
leaf_weight=0.001065898694677111 0.0010528665716845837 0.0010136878544651454 0.0011901991380734965 0.0013841221024194928 0.0015450501763455843 0.0019233937085971623
leaf_count=138 516 240 124 508 902 693
internal_value=0 4.42197e-05 -6.38533e-06 5.88324e-05 -4.40921e-05 -0.000155864
internal_weight=0 0.00812235 0.00705645 0.00586625 0.00485257 0.00346844
internal_count=3121 2605 2467 2343 2103 1595
is_linear=0
shrinkage=0.00196078


Tree=7741
num_leaves=6
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split_feature=11 2 52 43 52
split_gain=3.80609e-05 3.6501e-05 5.03302e-05 4.58628e-05 3.49353e-05
threshold=0.076920000000000002 0.089885000000000007 -0.046924999999999988 -0.074359999999999996 0.092650000000000024
decision_type=2 2 2 2 2
left_child=1 3 -3 -1 -4
right_child=-2 2 4 -5 -6
leaf_value=9.8747993820911574e-05 -0.00036461423240293005 0.00043037685712207617 -0.00017167781632163522 -0.00037336555614640189 0.00023478876606520968
leaf_weight=0.0016673436112887813 0.0010129733667475172 0.00159783007384489 0.001854954915005675 0.001505304294526067 0.0014472617317384617
leaf_count=689 226 459 431 928 388
internal_value=0 3.86034e-05 0.000144696 -0.000125252 6.4642e-06
internal_weight=0 0.00807269 0.00490005 0.00317265 0.00330222
internal_count=3121 2895 1278 1617 819
is_linear=0
shrinkage=0.00196078


Tree=7742
num_leaves=7
num_cat=0
split_feature=42 43 51 15 16 0
split_gain=1.18858e-05 2.79704e-05 2.90554e-05 2.98949e-05 6.61475e-05 2.72357e-05
threshold=0.091735000000000025 0.070450000000000013 -0.076794999999999988 -0.10324499999999999 -0.092484999999999984 -0.082974999999999979
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=-0.015543909892035197 -0.0093510482353452787 0.016323933023474218 0.014911605463086945 -0.024163039001279547 0.018484582726150625 -0.0032152198194564893
leaf_weight=0.0011373483254339548 0.001173798890961396 0.0010788281343393101 0.0013375890824908832 0.0010099363799064439 0.0010434040521970576 0.0012978419095367366
leaf_count=411 667 251 315 298 558 621
internal_value=0 0.00153345 -0.00120532 0.00227277 -0.00277188 0.00645555
internal_weight=0 0.00690495 0.00582612 0.00468877 0.00335118 0.00234125
internal_count=3121 2454 2203 1792 1477 1179
is_linear=0
shrinkage=0.1


Tree=7743
num_leaves=6
num_cat=0
split_feature=49 15 47 4 43
split_gain=1.20895e-05 2.28139e-05 2.86515e-05 2.64829e-05 3.06591e-05
threshold=-0.047584999999999995 -0.055554999999999993 0.092530000000000015 -0.059649999999999988 -0.081374999999999989
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -3
right_child=1 3 -4 -5 -6
leaf_value=0.0071553304067144222 -6.81718591730165e-05 0.0094932480153805485 -0.02135894354888912 0.014140832142156501 -0.013570495490784696
leaf_weight=0.0018092107070040849 0.0014487283781395646 0.0010237960224681434 0.0011212698270903392 0.0013386483877367455 0.001318836636455519
leaf_count=403 787 246 257 467 961
internal_value=0 -0.00212699 -0.00935717 0.00292058 -0.00349099
internal_weight=0 0.00625128 0.00257 0.00368128 0.00234263
internal_count=3121 2718 1044 1674 1207
is_linear=0
shrinkage=0.1


Tree=7744
num_leaves=6
num_cat=0
split_feature=16 4 2 4 1
split_gain=1.03033e-05 2.50589e-05 3.40493e-05 3.353e-05 2.96516e-05
threshold=-0.5048999999999999 0.098655000000000007 0.10981000000000002 -0.084369999999999987 0.091095000000000023
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
right_child=1 -3 -4 4 -6
leaf_value=0.0085081923870072903 -0.014228453732617647 -0.013000933631312189 0.015898263896091863 0.01382680481171953 -0.0081645911026003055
leaf_weight=0.0011998944186105915 0.0015769451957777206 0.001491582127058317 0.0012779125560458933 0.001428615195611061 0.0010740748284391102
leaf_count=222 549 340 351 1269 390
internal_value=0 -0.00153728 0.00165428 -0.00280753 0.0043888
internal_weight=0 0.00684913 0.00535755 0.00407964 0.00250269
internal_count=3121 2899 2559 2208 1659
is_linear=0
shrinkage=0.1


Tree=7745
num_leaves=8
num_cat=0
split_feature=11 3 43 3 15 1 1
split_gain=5.02666e-05 3.70684e-05 5.94553e-05 8.64042e-05 4.29521e-05 3.61164e-05 3.12323e-05
threshold=0.076270000000000018 -0.10831999999999999 -0.11008499999999999 -0.055119999999999995 -0.10653 0.086560000000000012 0.10781
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=0.00038457960714329112 -0.00042429178098837134 0.00042293651859607722 -0.00054277120319632841 0.00036025186254937179 0.00018324070520609893 -0.00046355499379566661 9.7521392757021696e-06
leaf_weight=0.0010536215213117926 0.0010005549826401826 0.0010362326968114894 0.001255029731047159 0.0011796061489549345 0.0013114248655856173 0.0010855053498841794 0.0010588888086955762
leaf_count=177 232 221 1716 268 155 185 167
internal_value=0 4.19363e-05 -1.01833e-05 -8.63766e-05 3.71911e-05 -7.30821e-05 -0.000229839
internal_weight=0 0.00798031 0.00692669 0.00589045 0.00463543 0.00345582 0.00214439
internal_count=3121 2889 2712 2491 775 507 352
is_linear=0
shrinkage=0.00196078


Tree=7746
num_leaves=6
num_cat=0
split_feature=0 13 43 2 3
split_gain=1.19645e-05 2.20639e-05 3.06547e-05 4.65068e-05 3.49306e-05
threshold=-0.019414999999999998 1.0000000180025095e-35 -0.052894999999999991 0.089885000000000007 0.12178000000000001
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.013814472443866882 0.0066609553130244879 -0.015814879028390637 -0.0206731942085112 0.01290295968526582 -0.01068775177841084
leaf_weight=0.0012780579658914731 0.0020003164491297024 0.001002029056595132 0.0011691664750139094 0.0015476058049774797 0.0010558956569544859
leaf_count=1005 365 452 727 417 155
internal_value=0 -0.00225982 0.000429411 -0.00410502 0.00333533
internal_weight=0 0.00605275 0.00505073 0.00377267 0.0026035
internal_count=3121 2756 2304 1299 572
is_linear=0
shrinkage=0.1


Tree=7747
num_leaves=6
num_cat=0
split_feature=42 49 47 15 4
split_gain=1.14828e-05 2.67734e-05 3.55276e-05 3.56483e-05 5.42901e-05
threshold=0.091735000000000025 -0.0060549999999999988 0.10254000000000001 -0.037864999999999989 -0.084369999999999987
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.0083823571297753901 -0.0092000819480399475 -0.012759925136953697 0.021877996922348264 -0.0050133588921183539 0.024019672925255142
leaf_weight=0.0019540630273252035 0.0011694668498618095 0.0012606012499034335 0.0010388757844825634 0.0014696047046584566 0.0011465786067050168
leaf_count=540 667 649 146 500 619
internal_value=0 0.0015192 0.00545524 0.00105438 0.00771077
internal_weight=0 0.00686972 0.00491566 0.00387678 0.00261618
internal_count=3121 2454 1914 1768 1119
is_linear=0
shrinkage=0.1


Tree=7748
num_leaves=7
num_cat=0
split_feature=131 0 1 150 15 15
split_gain=3.98531e-05 3.20478e-05 4.15016e-05 3.79689e-05 7.11847e-05 6.93802e-05
threshold=0.078765000000000016 -1.0000000180025095e-35 1.0000000180025095e-35 0.081835000000000019 -0.016799999999999995 -0.10653
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=-0.00037687901258820516 -0.00035400532033507185 0.00027457686952677448 2.9395745099114151e-05 0.00034307088018830761 0.00034153049042325468 -0.00062333627943662612
leaf_weight=0.0010498050954805696 0.0010902216395701778 0.0018166333404683434 0.0015781761148603618 0.0012833745967608047 0.0012355350618351683 0.0010377599337633133
leaf_count=1390 516 292 232 201 378 112
internal_value=0 4.56096e-05 -2.16455e-05 5.0981e-05 -4.63482e-05 -0.000229548
internal_weight=0 0.00800128 0.00618465 0.00513485 0.00385147 0.00261594
internal_count=3121 2605 2313 923 722 344
is_linear=0
shrinkage=0.00196078


Tree=7749
num_leaves=6
num_cat=0
split_feature=1 0 42 48 16
split_gain=1.14091e-05 4.14944e-05 2.38324e-05 3.68357e-05 2.72501e-05
threshold=0.077565000000000009 0.10455500000000001 0.08623500000000002 0.086260000000000017 -0.078844999999999985
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=-0.01826717516908536 0.018573327679149317 0.0084269620586058507 0.014011928421830466 -0.013671148687628802 -0.0018634109824233016
leaf_weight=0.0012581325302863985 0.0010258272427561017 0.0010840624010305545 0.0013452782484279146 0.0015366066441972448 0.0017925338922597576
leaf_count=1571 286 65 538 227 434
internal_value=0 -0.00591205 0.00237807 -0.00121571 0.00557515
internal_weight=0 0.00234219 0.00570025 0.00435497 0.00281836
internal_count=3121 1636 1485 947 720
is_linear=0
shrinkage=0.1


Tree=7750
num_leaves=6
num_cat=0
split_feature=131 15 12 52 52
split_gain=1.31734e-05 2.63503e-05 2.29146e-05 4.08101e-05 3.31693e-05
threshold=1.0000000180025095e-35 -0.11713499999999999 0.086700000000000013 1.0000000180025095e-35 -0.046924999999999988
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.010809572228876092 -0.010715461566951582 0.00244500564282635 0.013482752156544951 0.016372179932743078 -0.020415149844874286
leaf_weight=0.0013931642700340729 0.001009242790787573 0.0015871740316356748 0.0019018204217635397 0.0010799776038867147 0.0010576842754475781
leaf_count=399 531 397 1195 313 286
internal_value=0 0.00150313 0.00455177 -8.20059e-06 -0.00669682
internal_weight=0 0.00701982 0.00562666 0.00372484 0.00264486
internal_count=3121 2590 2191 996 683
is_linear=0
shrinkage=0.1


Tree=7751
num_leaves=7
num_cat=0
split_feature=1 0 3 12 4 16
split_gain=2.33649e-05 3.68982e-05 3.37207e-05 4.96144e-05 7.95421e-05 4.9585e-05
threshold=0.077565000000000009 0.024095000000000002 0.076840000000000006 0.083370000000000014 0.09173000000000002 -0.062804999999999986
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=-0.00042788298049862048 0.00054502789850100202 4.9103072357829066e-05 0.0001173785977263215 -0.00037188900184513508 0.00039237051022699229 -0.00039590635893484573
leaf_weight=0.0011226754133119453 0.0010728229600111636 0.0014024162708579891 0.001812341526153402 0.0010040295153439789 0.0010941204562359657 0.0012044919819011366
leaf_count=1553 364 83 225 614 110 172
internal_value=0 -0.000162969 6.08448e-05 0.00020203 2.66487e-05 -8.7554e-05
internal_weight=0 0.00252509 0.00618781 0.00317097 0.00209815 0.00301683
internal_count=3121 1636 1485 1088 724 397
is_linear=0
shrinkage=0.00196078


Tree=7752
num_leaves=7
num_cat=0
split_feature=50 15 42 52 2 0
split_gain=2.45241e-05 3.77732e-05 4.27543e-05 3.48175e-05 6.18994e-05 5.67442e-05
threshold=0.088425000000000017 -0.15026499999999995 0.091735000000000025 -0.088204999999999992 0.10327000000000001 -0.077999999999999986
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=0.00038085471063022569 -0.00029879305123543608 -0.00024271868366414413 -0.00039828270630373351 6.0406249838292169e-05 -0.0002603237630921863 0.0005993631429230626
leaf_weight=0.0010087427487724581 0.0010029047992683726 0.001291704620220064 0.0010081131318971804 0.001970480705444074 0.0011775549854518628 0.0012136434837118439
leaf_count=326 560 466 444 931 225 169
internal_value=0 2.72542e-05 -2.62911e-05 4.00426e-05 0.000123782 0.000265832
internal_weight=0 0.00767024 0.0066615 0.00565338 0.00436168 0.00318412
internal_count=3121 2561 2235 1791 1325 1100
is_linear=0
shrinkage=0.00196078


Tree=7753
num_leaves=6
num_cat=0
split_feature=1 0 15 3 12
split_gain=1.23853e-05 3.48515e-05 2.70435e-05 3.88821e-05 4.09732e-05
threshold=0.077565000000000009 0.024095000000000002 1.0000000180025095e-35 0.10893000000000001 0.083370000000000014
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
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leaf_value=-0.019908469312014163 0.021066925048443624 0.0046689003980435739 -0.011816748575071943 -0.0083543161167402499 -0.0017457783553384591
leaf_weight=0.001031848575866773 0.0019248785248666418 0.0013087858498568251 0.001074558639074635 0.0013678905280868638 0.0013322085536362561
leaf_count=1553 444 83 433 208 400
internal_value=0 -0.00616582 0.00247388 0.00579413 0.0117361
internal_weight=0 0.00234063 0.00569954 0.00462498 0.00325709
internal_count=3121 1636 1485 1052 844
is_linear=0
shrinkage=0.1


Tree=7754
num_leaves=7
num_cat=0
split_feature=131 13 2 457 16 3
split_gain=2.56019e-05 2.69844e-05 3.68692e-05 2.46482e-05 3.30778e-05 5.41015e-05
threshold=0.078765000000000016 -0.076384999999999995 0.10005000000000001 0.045365000000000009 0.051380000000000002 -0.00083499999999999991
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -3
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leaf_value=-2.3029217049641663e-05 -0.00029796037587424872 -0.00059629514912672296 0.00047099886250816426 0.00022511637286149421 0.00013420205324030806 -2.8010132346946842e-05
leaf_weight=0.0012279307419920732 0.0010055615962048228 0.0010105475577455486 0.0011020368341211201 0.0010545814437123643 0.0014129359527997004 0.0017760387050181747
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internal_value=0 3.50037e-05 0.000210638 -4.28825e-05 -0.000110182 -0.000234097
internal_weight=0 0.00758407 0.00232997 0.0052541 0.00419952 0.00278659
internal_count=3121 2605 1060 1545 1372 993
is_linear=0
shrinkage=0.00196078


Tree=7755
num_leaves=7
num_cat=0
split_feature=11 48 0 2 15 12
split_gain=3.17986e-05 4.00583e-05 0.00010485 6.19741e-05 3.66386e-05 5.59274e-05
threshold=0.076920000000000002 0.016865000000000002 -0.20211999999999997 0.11237500000000002 -0.016799999999999995 0.088365000000000013
decision_type=2 2 2 2 2 2
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leaf_value=-0.00040802747583406788 -0.00033155394053278496 -0.00014996030867886603 0.00066750204873051392 0.00036131652219159957 0.00020433144635123183 -0.00033735821676107134
leaf_weight=0.0014924563968839672 0.0010154309875133527 0.001239806556754403 0.0011749201741011127 0.0011049560978898003 0.0016819750121440783 0.0012985359032430198
leaf_count=647 226 82 478 340 715 633
internal_value=0 3.68118e-05 0.000247788 -5.45213e-05 -0.000157246 -3.16695e-05
internal_weight=0 0.00799265 0.00241473 0.00557792 0.00447297 0.00298051
internal_count=3121 2895 560 2335 1995 1348
is_linear=0
shrinkage=0.00196078


Tree=7756
num_leaves=8
num_cat=0
split_feature=11 13 16 133 16 51 4
split_gain=4.34528e-05 2.95046e-05 5.26844e-05 8.14108e-05 8.47464e-05 7.60526e-05 6.96793e-05
threshold=0.076920000000000002 0.11217000000000001 0.22339500000000004 0.061605000000000007 -0.0094449999999999968 0.081440000000000026 0.24564500000000003
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=-0.00072173290065553539 -0.00038948046038411776 0.00029760795541706992 -0.00042434708432074136 0.00054768271600825612 0.00042060195626758399 0.00020720903191581567 -3.6052591928011889e-05
leaf_weight=0.0012580119707204988 0.0010196324376712919 0.001411438749558608 0.0010207248114151787 0.0010657608667410945 0.0010952795677438626 0.0011456136128790081 0.0010415518497581004
leaf_count=753 226 195 318 856 323 246 204
internal_value=0 4.02036e-05 -1.46197e-05 5.99794e-05 -5.44969e-05 -0.000205539 -0.000411165
internal_weight=0 0.00803838 0.00662694 0.00560622 0.00454046 0.00344518 0.00229956
internal_count=3121 2895 2700 2382 1526 1203 957
is_linear=0
shrinkage=0.00196078


Tree=7757
num_leaves=8
num_cat=0
split_feature=11 48 2 52 12 52 4
split_gain=4.91941e-05 3.48815e-05 4.02815e-05 5.05721e-05 3.81923e-05 4.4134e-05 9.27251e-05
threshold=0.076920000000000002 0.10396500000000002 0.11293500000000002 0.084960000000000022 0.09202500000000001 -0.085984999999999992 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=-0.0004195746701408517 -0.00041936730804413981 0.00035462420379295701 0.00030251470450540501 -0.00041993310219201092 0.00034709419824666181 0.0005021697205354925 -0.00030497318405134409
leaf_weight=0.0010349556680521541 0.0010074640401753166 0.0011610524589675862 0.0012687767145738871 0.0013198663854140152 0.0010348242753086914 0.0010254795474933054 0.0011733099113454039
leaf_count=345 226 193 385 800 372 541 259
internal_value=0 4.03307e-05 -1.2885e-05 -8.44921e-05 1.92282e-05 -8.56915e-05 7.14651e-05
internal_weight=0 0.00801826 0.00685721 0.00558844 0.00426857 0.00323375 0.00219879
internal_count=3121 2895 2702 2317 1517 1145 800
is_linear=0
shrinkage=0.00196078


Tree=7758
num_leaves=6
num_cat=0
split_feature=42 49 47 2 3
split_gain=1.19255e-05 2.22289e-05 2.84235e-05 2.62629e-05 2.18314e-05
threshold=0.091735000000000025 -0.006494999999999999 0.10254000000000001 0.10222000000000002 -0.078934999999999991
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.007486400428717308 -0.0093592308176373689 -0.003284753862997012 0.019761185717077981 -0.010150771416129604 0.015304292881134315
leaf_weight=0.0019601064742288416 0.0011779483321489636 0.0011293671934098463 0.0010430883029531085 0.0013425235987875855 0.0014339605375451579
leaf_count=531 667 1027 146 402 348
internal_value=0 0.00152654 0.00509626 0.00117987 0.00711421
internal_weight=0 0.00690905 0.00494894 0.00390585 0.00256333
internal_count=3121 2454 1923 1777 1375
is_linear=0
shrinkage=0.1


Tree=7759
num_leaves=7
num_cat=0
split_feature=11 2 43 52 3 3
split_gain=2.49748e-05 3.19574e-05 6.61209e-05 5.58539e-05 3.54145e-05 1.53763e-05
threshold=1.0000000180025095e-35 0.089885000000000007 -0.074359999999999996 -0.024714999999999997 0.12178000000000001 -0.0080949999999999998
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=0.00014938377565018222 -0.00029579704632908937 0.00043351955510746834 -0.00042421897582359713 -4.0077598305729392e-05 -0.00031134535595134954 0.00029473167561702642
leaf_weight=0.0016243778567464524 0.0010123705573532255 0.0015810745454063312 0.001473521288884412 0.0010454418058454347 0.0010538302898774189 0.0010642128502274413
leaf_count=686 244 479 918 565 102 127
internal_value=0 3.14493e-05 -0.000123451 0.00013259 -1.78116e-05 0.000128817
internal_weight=0 0.00784246 0.0030979 0.00474456 0.00316348 0.00210965
internal_count=3121 2877 1604 1273 794 692
is_linear=0
shrinkage=0.00196078


Tree=7760
num_leaves=7
num_cat=0
split_feature=131 13 2 2 48 16
split_gain=2.21113e-05 3.15924e-05 4.46895e-05 2.87878e-05 7.78056e-05 2.61337e-05
threshold=0.078765000000000016 -0.076384999999999995 0.10005000000000001 0.11215000000000001 0.083985000000000018 0.0065250000000000004
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=-3.1531367960424398e-05 -0.00026966955026852681 -0.00031853831294758234 0.00051025701356527549 -0.00027863781001110131 0.0004533058193460728 7.4844207588283494e-05
leaf_weight=0.0012297275326937391 0.0010263484136311778 0.0014832962817131338 0.0011170317331272992 0.0014842553725225751 0.0012150840598890958 0.0011547371385166587
leaf_count=809 516 751 251 307 229 258
internal_value=0 3.67474e-05 0.000226354 -4.66196e-05 4.27559e-05 -0.000146344
internal_weight=0 0.00768413 0.00234676 0.00533737 0.00385312 0.00263803
internal_count=3121 2605 1060 1545 1238 1009
is_linear=0
shrinkage=0.00196078


Tree=7761
num_leaves=6
num_cat=0
split_feature=49 1 42 4 12
split_gain=1.31675e-05 1.57595e-05 3.02831e-05 2.2582e-05 3.17817e-05
threshold=-0.047584999999999995 0.12337000000000002 0.088465000000000002 -1.0000000180025095e-35 0.084100000000000022
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.0074186872856540458 0.018765404691416215 0.0090069263523539413 -0.020028816986514347 -0.0090904635329943292 -0.0044860282848990362
leaf_weight=0.0018258108279976936 0.0010428067495063527 0.001041032780496211 0.0010091432492825136 0.0018353797759681728 0.0013474947552956397
leaf_count=403 331 244 769 417 957
internal_value=0 -0.00223015 -0.00446483 -0.000747965 0.00565778
internal_weight=0 0.00627586 0.00523482 0.00422568 0.0023903
internal_count=3121 2718 2474 1705 1288
is_linear=0
shrinkage=0.1


Tree=7762
num_leaves=8
num_cat=0
split_feature=11 52 12 1 3 16 1
split_gain=4.20723e-05 3.63896e-05 6.81353e-05 6.07933e-05 0.000105981 5.70996e-05 3.10034e-05
threshold=0.078065000000000009 0.11434500000000002 0.095110000000000014 0.11181500000000001 0.090900000000000009 -0.088394999999999987 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=-0.00042148243775541627 -0.00038017836498381135 -0.00029732357153726554 0.00046537332938480371 -0.00036554480125827998 0.00063588324902987806 -9.8651696595568081e-05 0.00036848267796671218
leaf_weight=0.0011478620697840032 0.0010239128158393155 0.0010669555190304771 0.0014839180878356978 0.001375402326629094 0.0010944266755807397 0.0011769533558000792 0.0010193260255183579
leaf_count=382 211 479 456 281 134 799 379
internal_value=0 4.09085e-05 9.03582e-05 -5.35808e-06 0.000106255 -6.7075e-05 0.000118152
internal_weight=0 0.00836484 0.00729789 0.00581397 0.00443857 0.00334414 0.00219628
internal_count=3121 2910 2431 1975 1694 1560 1178
is_linear=0
shrinkage=0.00196078


Tree=7763
num_leaves=6
num_cat=0
split_feature=4 52 52 43 16
split_gain=1.46951e-05 2.01982e-05 3.67651e-05 3.65782e-05 4.83901e-05
threshold=0.27044500000000005 -0.12005499999999998 -0.078224999999999975 -0.0037449999999999996 -0.094359999999999986
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.014904667317859756 0.0092136756824076974 0.017722328645130618 -0.014535084442164475 -0.011979679413769741 0.01445579804583657
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leaf_count=512 365 264 1273 203 504
internal_value=0 -0.00200837 0.000329108 -0.00339737 0.00363295
internal_weight=0 0.0067004 0.00567229 0.00467144 0.00286377
internal_count=3121 2756 2244 1980 707
is_linear=0
shrinkage=0.1


Tree=7764
num_leaves=7
num_cat=0
split_feature=11 2 3 0 12 1
split_gain=3.99724e-05 4.14826e-05 4.5401e-05 4.33123e-05 8.40461e-05 6.46221e-06
threshold=1.0000000180025095e-35 0.098260000000000014 0.12178000000000001 -0.053834999999999994 0.088305000000000008 0.089105000000000018
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=-0.00010177920296357207 -0.00037386592729578147 0.00041737667382222676 -4.6451703921968098e-05 -0.00039838108880104497 0.00042882626900503319 -0.00032370151537888998
leaf_weight=0.0010044591781433183 0.0010019586167986979 0.0018136295492600964 0.0014681571377438791 0.0012035359489402609 0.0012816755527651361 0.0010134760095975681
leaf_count=845 244 637 175 194 862 164
internal_value=0 4.22125e-05 0.000209876 -7.99767e-05 3.61617e-05 -0.000213236
internal_weight=0 0.00778493 0.00328179 0.00450315 0.00329961 0.00201794
internal_count=3121 2877 812 2065 1871 1009
is_linear=0
shrinkage=0.00196078


Tree=7765
num_leaves=6
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split_feature=4 42 43 2 4
split_gain=1.29135e-05 1.80074e-05 4.53423e-05 3.91447e-05 2.35663e-05
threshold=0.24564500000000003 -1.0000000180025095e-35 -0.074359999999999996 0.089885000000000007 -0.059649999999999988
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.01387636641568589 0.0070979580116451299 0.015177302992952384 -0.020443210491552333 -0.0090205170884463497 0.010747012478325477
leaf_weight=0.001100584629245175 0.0019260546110825066 0.0014506882788402693 0.0012079878078667641 0.0011236344605841083 0.0013018454426552617
leaf_count=797 426 785 569 308 236
internal_value=0 -0.00227892 0.000231616 -0.00573556 0.00158945
internal_weight=0 0.00618474 0.00508416 0.00363347 0.00242548
internal_count=3121 2695 1898 1113 544
is_linear=0
shrinkage=0.1


Tree=7766
num_leaves=6
num_cat=0
split_feature=52 12 1 3 2
split_gain=1.28861e-05 2.873e-05 3.7137e-05 5.43868e-05 3.46576e-05
threshold=0.11434500000000002 0.097825000000000009 0.11181500000000001 0.088060000000000013 0.086885000000000004
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.015954061411227342 -0.010109641042727806 0.014256796780308861 -0.01603987588017676 0.021595510951196488 0.0054267671802289566
leaf_weight=0.0013523960503400182 0.0010998628721909992 0.0014157956672909812 0.001363498647951304 0.0011406796413096498 0.0017253589337629469
leaf_count=887 501 409 311 150 863
internal_value=0 0.00153405 -0.00169294 0.00294433 -0.00396818
internal_weight=0 0.00699773 0.00558193 0.00421843 0.00307775
internal_count=3121 2620 2211 1900 1750
is_linear=0
shrinkage=0.1


Tree=7767
num_leaves=6
num_cat=0
split_feature=1 43 42 48 16
split_gain=1.11375e-05 3.55927e-05 2.44701e-05 3.59696e-05 2.47844e-05
threshold=0.077565000000000009 0.064745000000000011 0.08623500000000002 0.086260000000000017 -0.078844999999999985
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=-0.016475998128085888 0.0177838015867114 0.0084272140012342078 0.01409234734234574 -0.013553561194784064 -0.0016596799862732053
leaf_weight=0.0013446950618847518 0.0010291719573431385 0.0010012565961423226 0.0013520991077087133 0.0015483906466985361 0.001806038267665031
leaf_count=1408 286 228 538 227 434
internal_value=0 -0.00584726 0.00233157 -0.00129598 0.00539824
internal_weight=0 0.00234595 0.0057357 0.0043836 0.00283521
internal_count=3121 1636 1485 947 720
is_linear=0
shrinkage=0.1


Tree=7768
num_leaves=6
num_cat=0
split_feature=131 12 52 49 15
split_gain=2.69435e-05 2.59879e-05 6.25266e-05 4.65124e-05 5.46611e-05
threshold=0.078765000000000016 0.098810000000000023 0.091275000000000009 -0.048674999999999989 -0.016799999999999995
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.00029831556200810022 -0.00030205105342620125 -0.00023057035712901412 0.00046672915004791901 -0.00035629694214079385 0.0001222985369439789
leaf_weight=0.0013608546168262731 0.0010081578917666657 0.0011604283190248914 0.0013293827265303841 0.0019068901435592633 0.0017682898687838157
leaf_count=266 516 406 449 638 846
internal_value=0 3.9292e-05 8.84885e-05 -1.13573e-05 -0.000126024
internal_weight=0 0.00752585 0.00636542 0.00503603 0.00367518
internal_count=3121 2605 2199 1750 1484
is_linear=0
shrinkage=0.00196078


Tree=7769
num_leaves=7
num_cat=0
split_feature=50 12 52 12 3 3
split_gain=3.61576e-05 3.6276e-05 4.06135e-05 5.49246e-05 6.50139e-05 5.9777e-05
threshold=0.088425000000000017 -0.040564999999999997 0.10160000000000001 0.097825000000000009 0.090900000000000009 -0.10831999999999999
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=-0.00030382105831833981 -0.00034093058787500207 0.00025214754265376376 -0.00024469993162108781 0.00053809048901049688 0.00035054366823641399 -0.00033717265351833586
leaf_weight=0.0010036913297786516 0.0010569104479947926 0.0010454959688107317 0.0011363546129767484 0.0011818354428620821 0.0018588448910915895 0.0018028732983201958
leaf_count=347 560 203 382 326 199 1104
internal_value=0 4.48708e-05 9.4687e-05 0.000160175 6.52925e-05 -0.000120862
internal_weight=0 0.0080291 0.0070254 0.00588905 0.00470721 0.00284837
internal_count=3121 2561 2214 1832 1506 1307
is_linear=0
shrinkage=0.00196078


Tree=7770
num_leaves=8
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split_feature=11 48 2 52 4 4 1
split_gain=5.06711e-05 4.58367e-05 4.97581e-05 5.07164e-05 4.64068e-05 5.54126e-05 4.14703e-05
threshold=0.076920000000000002 0.10396500000000002 0.11293500000000002 0.084960000000000022 -0.076779999999999987 0.0061450000000000003 0.10828500000000001
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 -5 5 6 -8
leaf_value=0.00033997919195883556 -0.00040711400361459889 0.00040738484158765276 0.00034086165828169362 -0.00041969749516469431 -0.00047808882576329357 0.00035757256294135619 -0.00019413993870112881
leaf_weight=0.0012320959444210178 0.0010249305931607647 0.0012116444916845069 0.0012977735904117285 0.0013306979147075315 0.0010441780930046788 0.0010218579662166771 0.0010746996885541899
leaf_count=465 226 193 385 800 674 257 121
internal_value=0 5.52663e-05 -5.67123e-06 -8.45209e-05 1.74769e-05 -0.000109039 7.47636e-05
internal_weight=0 0.00821295 0.0070013 0.00570353 0.00437283 0.00314074 0.00209656
internal_count=3121 2895 2702 2317 1517 1052 378
is_linear=0
shrinkage=0.00196078


Tree=7771
num_leaves=7
num_cat=0
split_feature=13 39 151 160 12 15
split_gain=1.13562e-05 2.22005e-05 3.72325e-05 5.70622e-05 7.3208e-05 5.64694e-05
threshold=-0.23438999999999996 0.0046100000000000004 -0.0083949999999999979 -1.0000000180025095e-35 0.092355000000000007 -0.074054999999999996
decision_type=2 2 2 2 2 2
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leaf_value=0.0098250095982849919 -0.018589609881632635 0.012112811603352971 -0.019777992086764031 0.033871357731226522 -0.015703947706756663 0.0036084539690463299
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leaf_count=169 401 330 671 187 623 740
internal_value=0 -0.00145216 -0.00375931 0.000381829 0.00635439 0.0154321
internal_weight=0 0.00709362 0.0060625 0.00473916 0.00365603 0.00259011
internal_count=3121 2952 2622 2221 1550 927
is_linear=0
shrinkage=0.1


Tree=7772
num_leaves=7
num_cat=0
split_feature=4 151 4 1 16 52
split_gain=1.11751e-05 2.82598e-05 3.55605e-05 4.36128e-05 2.90603e-05 3.00201e-05
threshold=0.40473500000000007 -0.024429999999999997 -0.0029599999999999995 0.10781 -0.073404999999999984 0.091275000000000009
decision_type=2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -6
right_child=-2 2 3 -5 5 -7
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internal_value=0 -0.00157831 -0.00444473 -0.0130199 0.0027782 -0.00388201
internal_weight=0 0.00689169 0.0057413 0.00262493 0.00311637 0.00211181
internal_count=3121 2817 2344 658 1686 940
is_linear=0
shrinkage=0.1


Tree=7773
num_leaves=8
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split_feature=11 2 0 12 0 15 4
split_gain=4.50477e-05 3.69387e-05 5.54558e-05 6.26172e-05 5.1812e-05 6.92403e-05 4.55084e-05
threshold=1.0000000180025095e-35 0.098260000000000014 -0.053834999999999994 0.088305000000000008 0.010870000000000003 -0.074054999999999996 0.0049200000000000008
decision_type=2 2 2 2 2 2 2
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right_child=-2 4 -4 -5 -6 -7 -8
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internal_value=0 5.15378e-05 -6.33119e-05 6.81464e-05 0.00020868 4.5851e-05 -0.000147486
internal_weight=0 0.00786898 0.00454627 0.00332211 0.00332271 0.00230384 0.00202366
internal_count=3121 2877 2065 1871 812 720 1009
is_linear=0
shrinkage=0.00196078


Tree=7774
num_leaves=8
num_cat=0
split_feature=484 160 133 52 4 2 16
split_gain=3.2561e-05 3.6845e-05 4.65307e-05 0.000100022 6.27221e-05 5.41398e-05 4.21058e-05
threshold=0.084040000000000017 -1.0000000180025095e-35 0.091410000000000005 0.091275000000000009 0.24564500000000003 0.092755000000000018 -0.083539999999999989
decision_type=2 2 2 2 2 2 2
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leaf_count=632 368 358 449 212 253 381 468
internal_value=0 -4.31947e-05 1.07218e-05 7.9273e-05 -4.36578e-05 -0.000191417 -1.71588e-05
internal_weight=0 0.00794776 0.00683326 0.00579337 0.00471901 0.00330637 0.00223049
internal_count=3121 2753 2121 1672 1460 1207 826
is_linear=0
shrinkage=0.00196078


Tree=7775
num_leaves=7
num_cat=0
split_feature=484 49 0 16 52 0
split_gain=1.22423e-05 2.11201e-05 3.71778e-05 8.13947e-05 6.04258e-05 2.56885e-05
threshold=0.073690000000000019 -0.081404999999999991 -0.11013499999999998 -0.056919999999999991 0.091275000000000009 -0.21861499999999998
decision_type=2 2 2 2 2 2
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leaf_value=0.011287637046729552 0.010038489036802579 -0.0025408969174919973 0.020191011734699393 -0.026599879447953112 0.0063075364174850412 -0.024090176030780674
leaf_weight=0.0010879579422288154 0.001052091231375377 0.0010313492440228375 0.0015062124636927507 0.0010990129471079224 0.0011335222291799312 0.0011931748297558634
leaf_count=213 394 97 1167 766 204 280
internal_value=0 -0.00152538 -0.00386303 0.0022275 -0.00989184 -0.0140994
internal_weight=0 0.00705123 0.00596327 0.00373875 0.00223254 0.00222452
internal_count=3121 2727 2514 2137 970 377
is_linear=0
shrinkage=0.1


Tree=7776
num_leaves=6
num_cat=0
split_feature=52 0 4 0 15
split_gain=1.38013e-05 2.30068e-05 3.9488e-05 2.98323e-05 4.44965e-05
threshold=0.11434500000000002 -0.077999999999999986 -0.35136499999999998 -0.10607499999999999 -0.092489999999999989
decision_type=2 2 2 2 2
left_child=1 3 -3 4 -1
right_child=-2 2 -4 -5 -6
leaf_value=-0.0084863014071207971 -0.010464035343226702 -0.0057183275883410517 0.018470566203546937 -0.017525761289333731 0.015631244041458187
leaf_weight=0.0017845855002324778 0.0010945172753983644 0.0011373144340517708 0.0016598621109491427 0.0010654545515024864 0.0013389737478747251
leaf_count=228 501 202 681 1269 240
internal_value=0 0.00161282 0.00863551 -0.00307653 0.00185215
internal_weight=0 0.00698619 0.00279718 0.00418901 0.00312356
internal_count=3121 2620 883 1737 468
is_linear=0
shrinkage=0.1


Tree=7777
num_leaves=6
num_cat=0
split_feature=4 2 2 52 4
split_gain=1.22753e-05 1.79722e-05 3.2159e-05 3.50157e-05 4.3408e-05
threshold=0.24564500000000003 0.10981000000000002 0.092875000000000013 -0.085984999999999992 -0.0016099999999999997
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.015482617740843078 0.0069848229629418737 0.0075845728356914504 -0.018533849761681865 0.018453819655136133 -0.0087645328482846563
leaf_weight=0.0010296826195507289 0.0019093872759967257 0.0014402638964899402 0.0013043333557577908 0.0013437979354329304 0.0010389333031509903
leaf_count=357 426 377 527 1165 269
internal_value=0 -0.00219267 -0.00517816 -7.31865e-05 0.0065859
internal_weight=0 0.00615701 0.00471675 0.00341241 0.00238273
internal_count=3121 2695 2318 1791 1434
is_linear=0
shrinkage=0.1


Tree=7778
num_leaves=7
num_cat=0
split_feature=50 4 151 16 16 16
split_gain=1.38601e-05 2.0722e-05 2.22268e-05 3.393e-05 2.65533e-05 4.28733e-05
threshold=0.079410000000000008 0.27834500000000006 -0.024429999999999997 -0.08595499999999999 0.071345000000000006 0.38525000000000004
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=0.012686403311322592 -0.010632979521286593 0.014201166206669228 -0.015373178450551202 0.014087311170015427 -0.019383248420479993 0.0096289992955406831
leaf_weight=0.0010179842959376689 0.0010671558522253643 0.0011000321544441327 0.0016217944014919449 0.0012079963412320264 0.0010012213782040593 0.0010368361281481771
leaf_count=360 609 315 518 859 175 285
internal_value=0 0.001603 -0.000751531 -0.00356173 0.00233952 -0.00462363
internal_weight=0 0.00698586 0.00588583 0.00486785 0.00324605 0.00203806
internal_count=3121 2512 2197 1837 1319 460
is_linear=0
shrinkage=0.1


Tree=7779
num_leaves=7
num_cat=0
split_feature=13 12 0 151 4 15
split_gain=1.2642e-05 2.31612e-05 3.29923e-05 7.50209e-05 3.22587e-05 3.15717e-05
threshold=-0.23438999999999996 -0.010834999999999999 -0.053834999999999994 -0.0083949999999999979 0.0061450000000000003 -0.10203999999999998
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=0.010406315412869932 0.012430173940725476 -0.021629929584906411 -0.017435678583669959 -0.004543655773692595 0.0029179518596194978 0.027395177578888465
leaf_weight=0.0010164646323340297 0.0010169174942430206 0.0011768910048278974 0.0013836421690035985 0.0013357014732697484 0.0010400997082461304 0.0010680893942065209
leaf_count=169 345 372 389 1432 142 272
internal_value=0 -0.0015259 -0.00388952 0.00016673 0.00761537 0.0153191
internal_weight=0 0.00702134 0.00600442 0.00462078 0.00344389 0.00210819
internal_count=3121 2952 2607 2218 1846 414
is_linear=0
shrinkage=0.1


Tree=7780
num_leaves=8
num_cat=0
split_feature=50 15 16 2 16 12 0
split_gain=3.65822e-05 4.20785e-05 4.60399e-05 5.64064e-05 6.82065e-05 0.000115155 9.46157e-05
threshold=0.088425000000000017 -0.15914499999999995 -0.36241499999999999 0.10644500000000001 0.26676500000000009 0.090840000000000018 -0.12333499999999999
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=0.00041410221369146379 -0.00034733259859994733 -0.00037813120933069175 0.00027047901473189947 0.00042425877787340848 -0.00048883807710420064 0.0005884390619140833 -0.00053064806740521953
leaf_weight=0.0010385377092776071 0.001025639152782652 0.001094185947450481 0.0010363972067412451 0.0012764486274974111 0.0010190138463431241 0.0011709628348808912 0.001250860324987501
leaf_count=314 560 221 122 352 194 426 932
internal_value=0 4.63233e-05 -9.45356e-06 6.06584e-05 -4.30032e-05 8.83684e-05 -0.000167643
internal_weight=0 0.00788641 0.00684787 0.00575368 0.00447723 0.00345822 0.00228726
internal_count=3121 2561 2247 2026 1674 1480 1054
is_linear=0
shrinkage=0.00196078


Tree=7781
num_leaves=8
num_cat=0
split_feature=11 3 13 47 52 0 1
split_gain=3.64128e-05 5.65564e-05 4.36644e-05 9.15472e-05 7.06483e-05 8.67843e-05 5.0362e-05
threshold=0.076920000000000002 -0.10519499999999998 -0.084034999999999985 0.10621500000000002 -0.066844999999999988 -0.14454499999999995 0.086255000000000012
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=0.00041458347102303242 -0.0003595588757362106 -9.923798739426013e-05 -0.00032281387264030168 -0.00065075496792181195 0.00061429132652915191 -0.00016003286019329431 0.0005116201459499436
leaf_weight=0.0012709424993688958 0.0010130542178287049 0.001053237094965519 0.0015074812390036174 0.0010485534839658425 0.0011123680866772518 0.0011135819664030938 0.0010228004222072901
leaf_count=195 226 528 484 146 110 1139 293
internal_value=0 3.46658e-05 -3.57413e-05 -0.000138829 4.94786e-06 0.000226918 0.000201713
internal_weight=0 0.00812896 0.00685802 0.00478198 0.00373343 0.00222595 0.00207604
internal_count=3121 2895 2700 1879 1733 1249 821
is_linear=0
shrinkage=0.00196078


Tree=7782
num_leaves=6
num_cat=0
split_feature=0 2 1 16 0
split_gain=1.23667e-05 3.08991e-05 2.93146e-05 3.58292e-05 5.65405e-05
threshold=-0.060129999999999996 0.10097500000000002 0.08844500000000001 -0.056919999999999991 -0.15090499999999998
decision_type=2 2 2 2 2
left_child=2 -2 -1 4 -4
right_child=1 -3 3 -5 -6
leaf_value=-0.01555368284803575 0.013384266207580837 -0.0085129023074082388 -0.0064259475677811775 -0.014467783472066795 0.021567052380987908
leaf_weight=0.0013535937465114552 0.0017625222513627616 0.0010158350965164199 0.0014788256421025131 0.0010330685683992429 0.0014090262014393993
leaf_count=1665 262 311 148 362 373
internal_value=0 0.00537813 -0.00286546 0.00151482 0.00723226
internal_weight=0 0.00277836 0.00527451 0.00392092 0.00288785
internal_count=3121 573 2548 883 521
is_linear=0
shrinkage=0.1


Tree=7783
num_leaves=7
num_cat=0
split_feature=131 13 47 4 16 3
split_gain=2.46408e-05 3.54388e-05 5.61028e-05 5.26253e-05 3.95056e-05 3.80743e-05
threshold=0.078765000000000016 -0.23438999999999996 0.10621500000000002 0.24564500000000003 0.0047850000000000011 -0.0087149999999999988
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=0.00037509036282968249 -0.00029027413746520185 -0.00041918460938514696 -0.00041883375676654528 0.00041647232762743981 0.00020327570480548038 4.0991945394021932e-05
leaf_weight=0.0010078327436574188 0.0010328410106805177 0.0013440488262615906 0.0011249253026240939 0.0012455849766139695 0.0016167573620500847 0.0014232626411661631
leaf_count=138 516 1390 124 256 543 154
internal_value=0 3.21045e-05 -1.90715e-05 6.08096e-05 -4.024e-05 -0.00018251
internal_weight=0 0.00776241 0.00675458 0.00562965 0.00438407 0.00276731
internal_count=3121 2605 2467 2343 2087 1544
is_linear=0
shrinkage=0.00196078


Tree=7784
num_leaves=6
num_cat=0
split_feature=131 16 150 3 3
split_gain=2.6816e-05 3.3085e-05 4.85691e-05 4.27885e-05 3.587e-05
threshold=0.077555000000000027 0.0065250000000000004 0.081835000000000019 -0.013929999999999998 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 2 4 -3 -1
right_child=-2 3 -4 -5 -6
leaf_value=-0.00036197140913337561 -0.0003079422725099519 0.00047551433318270974 0.00029809018551660798 -1.772789403794524e-05 2.2549931097880929e-05
leaf_weight=0.0018758084885897024 0.0010018006489148001 0.0012378584718182595 0.0010998218509389898 0.0014902344317500324 0.0018551790477612823
leaf_count=1435 522 467 306 173 218
internal_value=0 3.34562e-05 -6.40284e-05 0.000206078 -0.000170774
internal_weight=0 0.0075589 0.00483081 0.00272809 0.00373099
internal_count=3121 2599 1959 640 1653
is_linear=0
shrinkage=0.00196078


Tree=7785
num_leaves=8
num_cat=0
split_feature=50 157 51 43 43 48 1
split_gain=4.69641e-05 3.96469e-05 8.05356e-05 2.67518e-05 5.70874e-05 5.21768e-05 3.07213e-05
threshold=0.088425000000000017 -0.06266999999999999 -0.031924999999999995 -0.14968999999999996 -0.00045499999999999995 0.085875000000000021 0.077565000000000009
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=0.00040508368002440466 -0.00039123226998657908 -0.00050677986286282888 0.0003440201797860631 -0.00037302201425273455 8.5683264441809622e-05 -0.00015622248816038125 0.00053262722862700788
leaf_weight=0.0010381606686466838 0.0010620928959109667 0.001049817704055084 0.0011957393382971892 0.0011168334316988496 0.001169749260048153 0.0014964464397178722 0.0011956510912656589
leaf_count=334 560 329 184 1059 275 151 229
internal_value=0 4.6785e-05 -4.70441e-06 8.06619e-05 1.74107e-05 0.000130323 0.000311602
internal_weight=0 0.0082624 0.00722424 0.00617442 0.00497868 0.00386185 0.0023654
internal_count=3121 2561 2227 1898 1714 655 504
is_linear=0
shrinkage=0.00196078


Tree=7786
num_leaves=6
num_cat=0
split_feature=50 3 15 15 0
split_gain=1.2869e-05 2.44934e-05 4.00941e-05 5.38428e-05 4.85965e-05
threshold=0.079410000000000008 -0.12018999999999998 -0.10653 -0.016799999999999995 -0.082974999999999979
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.013008237706291635 -0.010276892583938088 0.014757687180563486 -0.018239283296375017 0.020246654218471067 -0.0084535782216711153
leaf_weight=0.0014682820480190518 0.0010644683812029059 0.0011894377652841908 0.0019623320049172283 0.001048535703352203 0.0013490276866724629
leaf_count=293 609 389 720 483 627
internal_value=0 0.00152286 -0.00151603 -0.00595572 0.00409801
internal_weight=0 0.00701762 0.00554933 0.0043599 0.00239756
internal_count=3121 2512 2219 1830 1110
is_linear=0
shrinkage=0.1


Tree=7787
num_leaves=7
num_cat=0
split_feature=131 13 47 4 16 3
split_gain=2.45488e-05 3.35905e-05 5.09862e-05 5.61935e-05 3.61013e-05 4.7695e-05
threshold=0.078765000000000016 -0.23438999999999996 0.10621500000000002 0.24564500000000003 0.0047850000000000011 -0.0087149999999999988
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=0.00036636089092955711 -0.00029046952185434675 -0.00044452502870660602 -0.00039934757967955591 0.00042538008475699124 0.00018831952020665105 6.7533215527567478e-05
leaf_weight=0.0010067200069313886 0.0010263137936970699 0.001355036443017535 0.0011218189674435351 0.0012489830636980524 0.0016087718634573162 0.0014452659357976024
leaf_count=138 516 1390 124 256 543 154
internal_value=0 3.21499e-05 -1.74759e-05 5.82376e-05 -4.57649e-05 -0.000180246
internal_weight=0 0.0077866 0.00677988 0.00565806 0.00440907 0.0028003
internal_count=3121 2605 2467 2343 2087 1544
is_linear=0
shrinkage=0.00196078


Tree=7788
num_leaves=6
num_cat=0
split_feature=11 2 52 52 43
split_gain=4.46652e-05 3.88531e-05 6.16797e-05 5.76658e-05 5.58072e-05
threshold=0.076920000000000002 0.089885000000000007 -0.046924999999999988 0.092650000000000024 -0.074359999999999996
decision_type=2 2 2 2 2
left_child=1 4 -3 -4 -1
right_child=-2 2 3 -5 -6
leaf_value=0.00012216486931320437 -0.00039285530515769588 0.00047140356193552184 -0.00023081082682847791 0.00029275920944619733 -0.00039761982290557104
leaf_weight=0.0016798304280098758 0.0010088189167863264 0.0015931417097234347 0.0018260086816982532 0.0014518161242480828 0.0015062301839720859
leaf_count=689 226 459 431 388 928
internal_value=0 4.47922e-05 0.000154914 1.08913e-06 -0.000123567
internal_weight=0 0.00805703 0.00487097 0.00327782 0.00318606
internal_count=3121 2895 1278 819 1617
is_linear=0
shrinkage=0.00196078


Tree=7789
num_leaves=8
num_cat=0
split_feature=1 457 1 0 4 4 4
split_gain=5.01863e-05 6.25826e-05 6.69774e-05 4.57175e-05 3.83245e-05 2.80608e-05 3.40151e-05
threshold=0.111945 0.078435000000000019 0.096125000000000016 -0.10224499999999999 0.24564500000000003 -0.083854999999999985 -0.42529999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -2 6 -5
right_child=4 -3 -4 5 -6 -7 -8
leaf_value=-0.00041002723574797657 3.0766613465755506e-05 0.00032649939499291138 -0.00055221691359403594 -5.1438277712634164e-05 0.00049602214392009463 -0.00020502256052940443 0.00044776423322792408
leaf_weight=0.0010522096855677264 0.0017235416735048735 0.0011207011011000355 0.0014010889476535268 0.0010758919052345369 0.0011250035259530854 0.0010148483190989452 0.0010244911468148825
leaf_count=241 221 224 323 98 276 1393 345
internal_value=0 -9.62607e-05 -0.000181344 -5.66566e-05 0.000214514 6.26989e-05 0.000192055
internal_weight=0 0.00668923 0.00556853 0.00416744 0.00284855 0.00311523 0.00210038
internal_count=3121 2624 2400 2077 497 1836 443
is_linear=0
shrinkage=0.00196078


Tree=7790
num_leaves=6
num_cat=0
split_feature=49 16 13 13 0
split_gain=1.2244e-05 2.66321e-05 4.37263e-05 5.04918e-05 4.04775e-05
threshold=-0.047584999999999995 0.38525000000000004 0.0076650000000000008 -0.13710499999999998 -0.10474999999999998
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
right_child=1 -3 -4 4 -6
leaf_value=0.0071626009936894804 -0.019996832290364742 0.012815976075455392 -0.023498495380865951 -0.005798139138456066 0.016527422422895132
leaf_weight=0.0018302133149055953 0.0010128782174887714 0.0010021929507159476 0.0010258528657002179 0.0015942646312079862 0.0016552775773116431
leaf_count=403 190 300 350 237 1641
internal_value=0 -0.00213062 -0.00496318 -0.000502215 0.00557423
internal_weight=0 0.00629047 0.00528827 0.00426242 0.00324954
internal_count=3121 2718 2418 2068 1878
is_linear=0
shrinkage=0.1


Tree=7791
num_leaves=7
num_cat=0
split_feature=13 0 47 49 13 1
split_gain=1.42777e-05 2.38999e-05 4.38442e-05 4.10182e-05 3.11723e-05 2.92205e-05
threshold=-0.23438999999999996 -0.019414999999999998 0.10621500000000002 -0.054319999999999993 -0.033284999999999988 0.095285000000000022
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=0.010999126510521363 -0.015738013632196107 0.009502330857161569 -0.022245376033582946 -0.008684965405944137 6.9571079741922241e-05 0.023237927589245463
leaf_weight=0.0010247302666507472 0.0012261162012429739 0.0015156047460169039 0.0011301434336933773 0.0010186747557065141 0.0010153679751196811 0.0011735565026608212
leaf_count=169 280 337 182 1227 765 161
internal_value=0 -0.00163018 -0.0046627 -0.000180915 0.00576584 0.0124909
internal_weight=0 0.00707946 0.00556386 0.00443372 0.0032076 0.00218892
internal_count=3121 2952 2615 2433 2153 926
is_linear=0
shrinkage=0.1


Tree=7792
num_leaves=6
num_cat=0
split_feature=49 43 12 52 1
split_gain=1.28837e-05 1.83773e-05 3.28039e-05 3.55868e-05 4.82343e-05
threshold=-0.047584999999999995 -0.17390999999999998 0.090840000000000018 -0.0064899999999999992 0.10508500000000001
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=0.0073671940202123575 0.0094383958784518465 -0.014364515398617349 -0.016969625166909523 -0.0046723255002745915 0.023492123552797325
leaf_weight=0.0018235709751259028 0.0011177232387444272 0.0011149396279178129 0.0015322489804373901 0.0014521784124503633 0.0010461056480864188
leaf_count=403 177 587 909 817 228
internal_value=0 -0.0021838 -0.00470842 0.000491147 0.00712096
internal_weight=0 0.0062632 0.00514547 0.00361322 0.00249828
internal_count=3121 2718 2541 1632 1045
is_linear=0
shrinkage=0.1


Tree=7793
num_leaves=6
num_cat=0
split_feature=52 52 12 4 1
split_gain=1.4115e-05 2.52313e-05 3.87142e-05 5.51696e-05 6.02989e-05
threshold=0.11434500000000002 0.070205000000000017 0.097825000000000009 -0.033174999999999989 0.10612500000000001
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.022062037742133275 -0.010606939020304424 0.015776669541749073 0.015773687038401804 0.014706149961974288 -0.011744610346683157
leaf_weight=0.0013406249801604783 0.0010906023210066973 0.0010673836451880036 0.0011241137942711822 0.0017721960955797323 0.0016777970523671874
leaf_count=636 501 562 334 754 334
internal_value=0 0.00162578 -0.000927919 -0.00484693 0.00184264
internal_weight=0 0.00698212 0.00591473 0.00479062 0.00344999
internal_count=3121 2620 2058 1724 1088
is_linear=0
shrinkage=0.1


Tree=7794
num_leaves=8
num_cat=0
split_feature=50 157 51 43 43 48 1
split_gain=3.92574e-05 4.19632e-05 6.49902e-05 3.56592e-05 5.83385e-05 5.55628e-05 5.25832e-05
threshold=0.088425000000000017 -0.06266999999999999 -0.031924999999999995 -0.14968999999999996 -0.00045499999999999995 0.085875000000000021 0.077565000000000009
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
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leaf_count=334 560 329 184 1059 275 151 229
internal_value=0 3.94074e-05 -1.38902e-05 6.17466e-05 -1.15437e-05 0.000104736 0.000293366
internal_weight=0 0.00830653 0.00724668 0.00621542 0.00499825 0.00384094 0.00234239
internal_count=3121 2561 2227 1898 1714 655 504
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shrinkage=0.00196078


Tree=7795
num_leaves=7
num_cat=0
split_feature=11 3 48 4 0 4
split_gain=4.83246e-05 5.24505e-05 5.73869e-05 3.94033e-05 6.45632e-05 4.88281e-05
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decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 4 -6 -7
leaf_value=0.00041960184361034404 -0.00040075454835092035 0.00018970881628511195 0.00032247166124035328 0.00023714789764386321 -0.00050552104879452375 -0.00032303332991086373
leaf_weight=0.0012818891898308919 0.0010024399238820975 0.0012980683766642175 0.0015318763598507635 0.0014049779655720294 0.0016254052719702856 0.0010418535726021234
leaf_count=195 226 397 314 192 1616 181
internal_value=0 5.53615e-05 -1.22861e-05 -0.000107776 -0.000202602 -1.3756e-06
internal_weight=0 0.00818407 0.00690218 0.00537031 0.00407224 0.00244683
internal_count=3121 2895 2700 2386 1989 373
is_linear=0
shrinkage=0.00196078


Tree=7796
num_leaves=6
num_cat=0
split_feature=52 0 12 52 16
split_gain=1.30825e-05 3.34206e-05 2.47447e-05 4.05994e-05 5.98708e-05
threshold=-0.046924999999999988 -0.14051499999999997 0.098810000000000023 0.091275000000000009 -0.25582999999999995
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=-0.0085010154525300956 0.0074157305664056834 0.014280689160822283 -0.016846521056519615 0.013806539404324945 -0.021587600242389385
leaf_weight=0.0010396761549431649 0.0014754090234263813 0.0016917232569312783 0.001027477455910625 0.0014871798891295434 0.0013750703732819285
leaf_count=139 259 814 328 567 1014
internal_value=0 0.00560909 -0.00289272 0.000412567 -0.00657547
internal_weight=0 0.0027314 0.00536514 0.00433766 0.00285048
internal_count=3121 953 2168 1840 1273
is_linear=0
shrinkage=0.1


Tree=7797
num_leaves=7
num_cat=0
split_feature=52 13 2 47 15 2
split_gain=1.373e-05 2.52374e-05 2.64459e-05 2.12612e-05 4.86893e-05 3.38377e-05
threshold=0.11434500000000002 -0.084034999999999985 0.097845000000000015 0.092530000000000015 -0.089549999999999991 0.096015000000000017
decision_type=2 2 2 2 2 2
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right_child=-2 3 -4 -5 5 -7
leaf_value=-0.0011663527265609282 -0.010444499688000675 0.017807082736717234 0.020976116955348911 -0.014602961064389611 -0.017278574956465089 0.0059891542331628796
leaf_weight=0.0010171726757166469 0.0010931180500762796 0.00119689346149784 0.0011483472569321831 0.0011043692484295525 0.0013731119539058163 0.0011472103079010955
leaf_count=578 501 333 198 185 922 404
internal_value=0 0.00160768 0.0105755 -0.00242005 0.00119944 -0.00668748
internal_weight=0 0.0069871 0.00216552 0.00482158 0.00371722 0.00252032
internal_count=3121 2620 776 1844 1659 1326
is_linear=0
shrinkage=0.1


Tree=7798
num_leaves=7
num_cat=0
split_feature=484 48 0 16 16 1
split_gain=1.17113e-05 1.94083e-05 0.000103272 3.03446e-05 4.35635e-05 4.76735e-05
threshold=0.073690000000000019 0.083985000000000018 -0.18113999999999997 -0.15241499999999997 0.38525000000000004 0.08844500000000001
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=0.006816809312903069 0.0097923460465719238 -0.014517899379788824 0.02734016192021604 -0.033578310150288386 0.0066404290251698321 -0.0041797402156220865
leaf_weight=0.0014389387909154254 0.001056894862725948 0.0012091159942847901 0.0011500338190249433 0.001075930121963851 0.0010013429299123955 0.0011318907738702495
leaf_count=353 394 81 455 1135 280 423
internal_value=0 -0.00150021 0.00588699 -0.00524958 -0.01066 -0.0185064
internal_weight=0 0.00700725 0.00235915 0.0046481 0.00320916 0.00220782
internal_count=3121 2727 536 2191 1838 1558
is_linear=0
shrinkage=0.1


Tree=7799
num_leaves=6
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split_feature=131 0 150 15 15
split_gain=1.82451e-05 2.47771e-05 2.57984e-05 8.30628e-05 4.79647e-05
threshold=0.078765000000000016 1.0000000180025095e-35 0.085455000000000017 -0.016799999999999995 -0.10653
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-9.5630738675567373e-05 -0.00025542233663437147 0.00023107202963994179 0.00022021236240514025 0.00020974671127650354 -0.00061974354907863073
leaf_weight=0.0015571075146513095 0.0010127302144561047 0.0017285977095899208 0.0012012211095973613 0.0019278100350534622 0.0011801122524489132
leaf_count=354 516 292 267 1133 559
internal_value=0 2.47578e-05 -3.60364e-05 -0.000102019 -0.000321594
internal_weight=0 0.00759485 0.00586625 0.00466503 0.00273722
internal_count=3121 2605 2313 2046 913
is_linear=0
shrinkage=0.00196078


Tree=7800
num_leaves=6
num_cat=0
split_feature=52 52 12 4 1
split_gain=1.29959e-05 2.54813e-05 3.1643e-05 4.36645e-05 5.49868e-05
threshold=0.11434500000000002 0.070205000000000017 0.097825000000000009 -0.033174999999999989 0.10612500000000001
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.019955010339840928 -0.010188911075489616 0.015841152962762992 0.014095588582027769 0.013652027023337732 -0.011608854487942267
leaf_weight=0.0013287192418230094 0.0010882786282773059 0.0010595392568035471 0.0011239830794959743 0.0017738089234579334 0.0016758188111881383
leaf_count=636 501 562 334 754 334
internal_value=0 0.00156203 -0.00100124 -0.00455238 0.00138037
internal_weight=0 0.00696187 0.00590233 0.00477835 0.00344963
internal_count=3121 2620 2058 1724 1088
is_linear=0
shrinkage=0.1


Tree=7801
num_leaves=6
num_cat=0
split_feature=42 49 15 12 16
split_gain=1.30979e-05 2.60801e-05 3.75183e-05 6.33136e-05 4.08683e-05
threshold=0.091735000000000025 -0.006494999999999999 -0.037864999999999989 0.051320000000000005 -0.095964999999999981
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -3
right_child=-2 2 3 -5 -6
leaf_value=-0.0081263493306017332 -0.0098459185541055899 0.0092905276380612131 0.032234214464449927 0.0015837763190121017 -0.019231364038569943
leaf_weight=0.0019572769260506294 0.001161460044990007 0.0010038706682356311 0.0010622592941849549 0.0018436100546714834 0.0010056393259793666
leaf_count=531 667 301 162 977 483
internal_value=0 0.00163577 0.005523 0.0127882 -0.00498297
internal_weight=0 0.00687266 0.00491538 0.00290587 0.00200951
internal_count=3121 2454 1923 1139 784
is_linear=0
shrinkage=0.1


Tree=7802
num_leaves=7
num_cat=0
split_feature=52 0 13 3 1 13
split_gain=1.12384e-05 2.18188e-05 5.01402e-05 2.94673e-05 7.39503e-05 1.50254e-05
threshold=0.11434500000000002 -0.084269999999999984 -0.076599999999999988 0.090900000000000009 0.094090000000000021 0.043850000000000007
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=-0.030129704258541491 -0.0094879471422628474 0.02525984697139861 -0.010076841354395582 0.0061972845533295445 0.0074078886857422525 0.0069068544495111753
leaf_weight=0.0010609746842471701 0.0010841721687127482 0.0010651111270040614 0.0010207966437209173 0.001683621916603319 0.0010385297978288391 0.0010637258695341874
leaf_count=873 501 338 740 196 185 288
internal_value=0 0.00146053 0.00760887 -0.00365826 -0.0115616 -0.00141011
internal_weight=0 0.00693276 0.00314963 0.00378313 0.0020995 0.00208452
internal_count=3121 2620 1366 1254 1058 1028
is_linear=0
shrinkage=0.1


Tree=7803
num_leaves=6
num_cat=0
split_feature=1 0 15 3 2
split_gain=1.26938e-05 2.60938e-05 2.4676e-05 4.34363e-05 4.48521e-05
threshold=0.077565000000000009 0.10455500000000001 1.0000000180025095e-35 0.10893000000000001 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=-0.016031655485625063 -0.0016353875528217897 0.0053027319051319934 -0.011089915171002889 -0.0093011189414037958 0.022120829603501466
leaf_weight=0.00125302423612787 0.0013859305350773913 0.001056814450432487 0.0010793940869941081 0.0013594625249622717 0.0018631489270177657
leaf_count=1571 393 65 433 208 451
internal_value=0 -0.00627059 0.00251989 0.00570752 0.0119874
internal_weight=0 0.00230984 0.00568794 0.00460854 0.00324908
internal_count=3121 1636 1485 1052 844
is_linear=0
shrinkage=0.1


Tree=7804
num_leaves=7
num_cat=0
split_feature=484 160 16 151 1 43
split_gain=3.59827e-05 4.01932e-05 4.65573e-05 8.31829e-05 6.33245e-05 4.125e-05
threshold=0.084040000000000017 -1.0000000180025095e-35 -0.056919999999999991 -0.0083949999999999979 0.095285000000000022 -0.074359999999999996
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=-0.00039217759988776691 0.00034680357113161077 -0.00034643008422191704 5.5686852772574203e-05 9.7974605104304218e-08 0.00056279774614950381 -0.0004214650399155163
leaf_weight=0.0011177654952250872 0.0010022641553836765 0.0010119517200734632 0.0013701527440329816 0.0014366725793674565 0.001654310405617885 0.0014169450024506213
leaf_count=632 368 154 395 909 266 397
internal_value=0 -4.72843e-05 8.66747e-06 0.000141511 0.000301258 -0.000186895
internal_weight=0 0.0080078 0.00689003 0.00410293 0.00309098 0.0027871
internal_count=3121 2753 2121 1329 1175 792
is_linear=0
shrinkage=0.00196078


Tree=7805
num_leaves=6
num_cat=0
split_feature=159 2 3 16 1
split_gain=1.19659e-05 3.29211e-05 5.02707e-05 4.56182e-05 2.74394e-05
threshold=0.076905000000000015 0.10613000000000002 -0.078934999999999991 -0.088159999999999988 0.10937500000000001
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -3
right_child=-2 4 3 -5 -6
leaf_value=-0.010628977647729979 0.0095652486667572121 -0.021513069801024381 0.025815470202046831 0.00021956698365106382 -0.00045143206432776808
leaf_weight=0.0015873510640084824 0.0011203376182221062 0.001217011386032522 0.0012555426932485741 0.0015632559950155989 0.0012579560774848586
leaf_count=1330 527 339 223 492 210
internal_value=0 -0.00157907 0.0036049 0.0116204 -0.010808
internal_weight=0 0.00688112 0.00440615 0.0028188 0.00247497
internal_count=3121 2594 2045 715 549
is_linear=0
shrinkage=0.1


Tree=7806
num_leaves=7
num_cat=0
split_feature=131 160 13 16 0 12
split_gain=2.28342e-05 2.66151e-05 6.28923e-05 5.32233e-05 3.94829e-05 2.8206e-05
threshold=0.078765000000000016 -0.081069999999999989 -0.076384999999999995 -0.018494999999999998 -0.11756999999999999 0.088615000000000013
decision_type=2 2 2 2 2 2
left_child=1 -1 5 4 -4 -3
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leaf_value=0.00030129264164209345 -0.00028071738544531801 0.00047846370975732088 -0.00016805336250970713 -0.0004039490787394702 0.00033335583404995391 2.6815084503071891e-05
leaf_weight=0.0011992625210955178 0.0010095232754471599 0.0010969990195082288 0.0014947000395705505 0.0018496374218895557 0.0010129832001841241 0.0010314892325444941
leaf_count=528 516 546 161 511 635 224
internal_value=0 3.29467e-05 -1.6672e-05 -0.000151622 3.44918e-05 0.00025959
internal_weight=0 0.00768507 0.00648581 0.00435732 0.00250768 0.00212849
internal_count=3121 2605 2077 1307 796 770
is_linear=0
shrinkage=0.00196078


Tree=7807
num_leaves=6
num_cat=0
split_feature=43 43 2 2 15
split_gain=1.24936e-05 3.45341e-05 2.25241e-05 3.03393e-05 2.09058e-05
threshold=-0.04890499999999999 -0.092909999999999979 0.089885000000000007 0.10613000000000002 -0.074054999999999996
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -5
right_child=2 -3 3 4 -6
leaf_value=-0.0033418195362545124 -0.013293919144097206 0.019110580407924488 0.0130426156393774 0.0041601520779506202 -0.01522062967295278
leaf_weight=0.0017976589808110844 0.0015006012407624511 0.0011068463827854963 0.0013636609278282557 0.0010729522424118472 0.001156480458489357
leaf_count=465 856 990 375 198 237
internal_value=0 0.00521432 -0.00300408 0.00129331 -0.0058933
internal_weight=0 0.00290451 0.00509369 0.00359309 0.00222943
internal_count=3121 1455 1666 810 435
is_linear=0
shrinkage=0.1


Tree=7808
num_leaves=7
num_cat=0
split_feature=11 3 0 12 47 3
split_gain=3.92349e-05 3.3428e-05 5.01216e-05 6.36963e-05 4.97267e-05 6.7848e-05
threshold=0.078065000000000009 -0.10831999999999999 -0.053834999999999994 0.088305000000000008 1.0000000180025095e-35 0.090900000000000009
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 -5 -6 -7
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leaf_weight=0.0011044260752873895 0.0010016247794462545 0.0012417155432212596 0.001666254035105787 0.0013621964074407213 0.0013176825123893494 0.0015263461673120232
leaf_count=197 211 981 330 1040 179 183
internal_value=0 3.97494e-05 -9.5215e-06 8.14979e-05 -4.09229e-05 0.000108324
internal_weight=0 0.00821862 0.00711419 0.00544794 0.00408574 0.00276806
internal_count=3121 2910 2713 2383 1343 1164
is_linear=0
shrinkage=0.00196078


Tree=7809
num_leaves=7
num_cat=0
split_feature=131 13 47 51 1 2
split_gain=3.42599e-05 4.87051e-05 4.38215e-05 4.7874e-05 9.03403e-05 2.82235e-05
threshold=0.078765000000000016 -0.23438999999999996 0.10621500000000002 1.0000000180025095e-35 0.10234000000000001 0.085155000000000022
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 -5 -6 -7
leaf_value=0.00044184468722594937 -0.00034129073330955995 0.00022008096195292497 -0.00037607125621879511 -0.0002757541037722528 0.00056286392503310625 -0.00018595744931835528
leaf_weight=0.0010067252136134698 0.0010286498238139211 0.0010055414235220822 0.0011127188324144052 0.0013266116033022468 0.001383737542613082 0.0019051920167697867
leaf_count=138 516 528 124 395 309 1111
internal_value=0 3.95849e-05 -2.05543e-05 4.98219e-05 0.000150396 -4.56875e-05
internal_weight=0 0.00774053 0.0067338 0.00562108 0.00429447 0.00291073
internal_count=3121 2605 2467 2343 1948 1639
is_linear=0
shrinkage=0.00196078


Tree=7810
num_leaves=7
num_cat=0
split_feature=3 51 15 13 3 1
split_gain=1.18219e-05 2.35175e-05 3.16486e-05 4.89934e-05 3.79116e-05 2.28761e-05
threshold=0.13524500000000003 0.087505000000000013 -0.11713499999999999 -0.033284999999999988 0.083060000000000009 0.081315000000000012
decision_type=2 2 2 2 2 2
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leaf_count=364 192 373 1194 534 131 333
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internal_weight=0 0.0068201 0.00581624 0.0047936 0.00312084 0.00205462
internal_count=3121 2929 2556 2192 998 867
is_linear=0
shrinkage=0.1


Tree=7811
num_leaves=7
num_cat=0
split_feature=131 150 16 3 15 2
split_gain=2.73698e-05 2.84751e-05 5.44804e-05 3.85329e-05 3.68375e-05 4.45913e-05
threshold=0.078765000000000016 0.085455000000000017 0.013515000000000001 -0.020429999999999997 -0.11713499999999999 0.091545000000000015
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=-0.00043604381095868361 -0.0002998006127555257 0.00029881934055328151 0.00048356694672195972 -1.2162272102829001e-05 0.00016800103744723052 -0.00034627081145079564
leaf_weight=0.0012422500544468874 0.001035849745705298 0.0013459277628060104 0.0011202505348098292 0.001305219234656595 0.0016918042888944473 0.0010508684398772344
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internal_value=0 3.95413e-05 -1.48967e-05 0.0002168 -0.000155922 -2.90447e-05
internal_weight=0 0.00775632 0.00641039 0.00242547 0.00398492 0.00274267
internal_count=3121 2605 2310 592 1718 1405
is_linear=0
shrinkage=0.00196078


Tree=7812
num_leaves=8
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split_feature=484 160 42 49 52 4 1
split_gain=3.01958e-05 3.80647e-05 5.17814e-05 4.0624e-05 7.43246e-05 5.63659e-05 4.67806e-05
threshold=0.084040000000000017 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.081404999999999991 0.077655000000000016 0.024790000000000003 0.10887500000000001
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=-0.00038651046070355447 0.00030656297697565665 -0.0003731986443504919 0.0004323765766610807 -0.00054747392019213986 0.00036756966817858927 0.00031133900640380034 -0.00026806220493683791
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leaf_count=632 368 713 149 595 321 155 188
internal_value=0 -5.23022e-05 2.80712e-06 8.04294e-05 1.93882e-06 -0.000167119 1.31125e-05
internal_weight=0 0.00794584 0.00682107 0.00565389 0.0046229 0.00316123 0.00214488
internal_count=3121 2753 2121 1408 1259 938 343
is_linear=0
shrinkage=0.00196078


Tree=7813
num_leaves=6
num_cat=0
split_feature=131 12 52 49 15
split_gain=2.32539e-05 3.21576e-05 7.09427e-05 4.98942e-05 5.96675e-05
threshold=0.078765000000000016 0.098810000000000023 0.091275000000000009 -0.048674999999999989 -0.016799999999999995
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
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leaf_weight=0.0013698414120980949 0.0010205673675546178 0.0011661274105004196 0.0013593225555784752 0.001947343673692018 0.0017897157705295899
leaf_count=266 516 406 449 638 846
internal_value=0 3.7854e-05 9.19033e-05 -1.40565e-05 -0.000131397
internal_weight=0 0.00763235 0.00646622 0.0051069 0.00373706
internal_count=3121 2605 2199 1750 1484
is_linear=0
shrinkage=0.00196078


Tree=7814
num_leaves=7
num_cat=0
split_feature=484 160 52 49 0 0
split_gain=3.03123e-05 3.68601e-05 4.52573e-05 6.61728e-05 4.7902e-05 5.24002e-05
threshold=0.084040000000000017 -1.0000000180025095e-35 0.10347000000000002 -0.081404999999999991 -0.053834999999999994 -0.11756999999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5
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leaf_value=-0.00037875295597696176 0.00031082233068817941 0.00038710913357836192 0.00038073991177924678 -0.00027741402999218254 -0.00049868176889242754 0.00019942988403507045
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leaf_count=632 368 160 203 264 309 1185
internal_value=0 -5.04364e-05 3.85465e-06 -6.38167e-05 -0.000161365 -4.65469e-05
internal_weight=0 0.00795051 0.00682236 0.00578384 0.00475517 0.00354761
internal_count=3121 2753 2121 1918 1758 1449
is_linear=0
shrinkage=0.00196078


Tree=7815
num_leaves=6
num_cat=0
split_feature=42 43 16 52 15
split_gain=1.1661e-05 2.33066e-05 3.41208e-05 2.9344e-05 3.9805e-05
threshold=-1.0000000180025095e-35 -0.052894999999999991 0.064860000000000015 -0.049749999999999996 -0.10203999999999998
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
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leaf_value=-0.0087213527820412511 0.011001951182987527 0.016567155164971915 -0.017806342929929157 -0.018255805563839458 0.0065229733852149654
leaf_weight=0.0012982853618974935 0.0019045703066018632 0.0010556352364472941 0.00107129575303335 0.0010573430752651779 0.0016758260539760021
leaf_count=862 1041 156 225 202 635
internal_value=0 0.00162546 -0.00204898 0.00240646 -0.00306285
internal_weight=0 0.00676467 0.0048601 0.0037888 0.00273317
internal_count=3121 2259 1218 993 837
is_linear=0
shrinkage=0.1


Tree=7816
num_leaves=8
num_cat=0
split_feature=157 160 42 42 151 13 1
split_gain=2.24849e-05 5.12953e-05 3.76279e-05 4.5578e-05 3.66898e-05 6.17091e-05 3.60134e-05
threshold=-0.06266999999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 0.091735000000000025 -0.0056149999999999993 -0.14819499999999997 0.094385000000000011
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=0.00027273820446838462 -0.00042306817952558387 -0.00029354561280860652 -0.00013610179088202265 -0.00025765891974405963 -0.00011387999611768282 0.00024161160640867257 0.00073674873456294168
leaf_weight=0.001029535811692398 0.0011225820021292573 0.0011360556463277443 0.001011241769206841 0.001096115000853248 0.0010032860496374143 0.0012246495992826901 0.0010481427218679876
leaf_count=460 654 714 212 461 108 328 184
internal_value=0 -3.59347e-05 3.07253e-05 9.91556e-05 0.00019038 0.000291157 0.000469954
internal_weight=0 0.00764207 0.00651949 0.00538344 0.00428732 0.00327608 0.00227279
internal_count=3121 2661 2007 1293 832 620 512
is_linear=0
shrinkage=0.00196078


Tree=7817
num_leaves=6
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split_feature=0 15 1 47 0
split_gain=2.50831e-05 4.96617e-05 3.74556e-05 3.83922e-05 5.89415e-05
threshold=-0.062294999999999996 -1.0000000180025095e-35 0.08844500000000001 0.092530000000000015 -0.14116499999999996
decision_type=2 2 2 2 2
left_child=2 -2 -1 4 -4
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leaf_value=-0.00035219571966955537 0.00049656364927120049 -3.7770904898376126e-05 -9.3491592737417379e-05 -0.00027227418675286049 0.00047339633943958213
leaf_weight=0.001460460531180062 0.001001305433293906 0.002013440513653761 0.0017425166878820913 0.0012703822943151001 0.0011844974421406885
leaf_count=1659 275 320 203 191 473
internal_value=0 0.000139701 -8.17331e-05 1.23729e-05 0.000135915
internal_weight=0 0.00301475 0.00565786 0.0041974 0.00292701
internal_count=3121 595 2526 867 676
is_linear=0
shrinkage=0.00196078


Tree=7818
num_leaves=6
num_cat=0
split_feature=42 49 15 12 16
split_gain=1.18376e-05 2.59856e-05 3.02503e-05 5.12938e-05 3.6954e-05
threshold=0.091735000000000025 -0.0060549999999999988 -0.037864999999999989 0.051320000000000005 -0.095964999999999981
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -3
right_child=-2 2 3 -5 -6
leaf_value=-0.0081452688765338444 -0.0093187499202736588 0.0095098822220294286 0.029472573902063273 0.0018922804865703009 -0.017607868739403735
leaf_weight=0.0019761021388078927 0.0011746970522098412 0.0010083511080287175 0.0010611071539890237 0.0018499321350692655 0.0010017563110420794
leaf_count=540 667 301 161 972 480
internal_value=0 0.00154102 0.00543057 0.0119456 -0.00400451
internal_weight=0 0.00689725 0.00492115 0.00291104 0.00201011
internal_count=3121 2454 1914 1133 781
is_linear=0
shrinkage=0.1


Tree=7819
num_leaves=6
num_cat=0
split_feature=4 151 16 2 2
split_gain=1.28813e-05 2.59219e-05 4.29449e-05 4.10603e-05 5.41317e-05
threshold=0.40473500000000007 -0.024429999999999997 -0.092484999999999984 0.10672500000000001 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=0.011966983070651693 0.0095527301564771391 -0.017381802781841298 0.0053508285377516706 0.018496081031474331 -0.023224003199201405
leaf_weight=0.0011540969121582216 0.0011938341581944805 0.0017741146640231284 0.0018791612257679166 0.0010315546684860127 0.0010243333564733512
leaf_count=473 304 482 1089 329 444
internal_value=0 -0.0017019 -0.00446504 0.00135848 -0.00473018
internal_weight=0 0.00686326 0.00570916 0.00393505 0.00290349
internal_count=3121 2817 2344 1862 1533
is_linear=0
shrinkage=0.1


Tree=7820
num_leaves=7
num_cat=0
split_feature=4 0 47 51 15 13
split_gain=3.62528e-05 5.69774e-05 4.62003e-05 3.61564e-05 4.72812e-05 4.57038e-05
threshold=-0.46376499999999993 -0.019414999999999998 0.092530000000000015 0.087505000000000013 1.0000000180025095e-35 -0.0021749999999999994
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=-0.0003518616904463369 -1.1162124452806966e-05 0.00042735274011454179 -0.00030675797746067073 -0.0002722218742066822 -0.00012637060711454142 0.00052536563755211263
leaf_weight=0.0010432863095283596 0.0010242953261344846 0.0012178258965936375 0.0017600356545903612 0.0010004431176593408 0.001547462916219784 0.0015107086791396446
leaf_count=183 823 196 304 306 1043 266
internal_value=0 3.65822e-05 -3.29624e-05 6.18435e-05 0.000143709 0.000308576
internal_weight=0 0.00806077 0.00684295 0.00508291 0.00408247 0.002535
internal_count=3121 2938 2742 2438 2132 1089
is_linear=0
shrinkage=0.00196078


Tree=7821
num_leaves=6
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split_feature=13 3 1 4 3
split_gain=1.18324e-05 2.07927e-05 2.66952e-05 2.89829e-05 4.36093e-06
threshold=-0.23438999999999996 0.097915000000000016 1.0000000180025095e-35 0.053180000000000012 -0.042499999999999989
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
right_child=1 -3 3 -5 -6
leaf_value=0.010110040748386109 -0.0091075562023272896 -0.011240972714454383 0.0026852348530509284 0.015680617388061969 -0.0066196714113478791
leaf_weight=0.0010056670862532268 0.001638988640145945 0.0016678391104673262 0.001008774044696752 0.0017317611234778305 0.0010059515080990539
leaf_count=169 1583 168 638 334 229
internal_value=0 -0.00148448 0.00153703 0.00619375 -0.0019607
internal_weight=0 0.00705331 0.00538548 0.00374649 0.00201473
internal_count=3121 2952 2784 1201 867
is_linear=0
shrinkage=0.1


Tree=7822
num_leaves=7
num_cat=0
split_feature=131 16 12 151 3 1
split_gain=1.17733e-05 2.66645e-05 4.61817e-05 4.47864e-05 4.43673e-05 3.88991e-05
threshold=1.0000000180025095e-35 0.0065250000000000004 0.088365000000000013 -0.0083949999999999979 -0.013929999999999998 0.094385000000000011
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -3 -5
right_child=-2 4 -4 5 -6 -7
leaf_value=-0.015068102741190529 -0.010106320894904531 0.024048162370994566 -0.021991708884586111 -0.0029137534786092172 -0.0025004715979250343 0.022336201657854198
leaf_weight=0.0010445889140687989 0.0010142105979774729 0.0011579163413999751 0.0010136455004835718 0.0012236833959057671 0.0013793032908095304 0.001216830260810064
leaf_count=318 531 466 778 627 173 228
internal_value=0 0.00141827 -0.00320487 0.0022593 0.00961559 0.00967577
internal_weight=0 0.00703597 0.00449875 0.0034851 0.00253722 0.00244051
internal_count=3121 2590 1951 1173 639 855
is_linear=0
shrinkage=0.1


Tree=7823
num_leaves=6
num_cat=0
split_feature=49 0 4 52 16
split_gain=1.20268e-05 1.6483e-05 3.95861e-05 3.20492e-05 1.9925e-05
threshold=-0.047584999999999995 -0.10836499999999999 0.071150000000000005 0.091275000000000009 -0.25582999999999995
decision_type=2 2 2 2 2
left_child=-1 4 3 -3 -2
right_child=1 2 -4 -5 -6
leaf_value=0.0071135987932787253 -0.018240059220483551 -0.012905021400832743 0.018787838355540154 0.0082136365079392704 0.00063993098257133726
leaf_weight=0.0018222005281582961 0.0011411459809683503 0.0017248870202772229 0.0010143017414980847 0.0012317479943618388 0.0010956911101904067
leaf_count=403 185 1511 292 534 196
internal_value=0 -0.00212628 0.00174114 -0.00410689 -0.00899189
internal_weight=0 0.00620777 0.00397094 0.00295664 0.00223684
internal_count=3121 2718 2337 2045 381
is_linear=0
shrinkage=0.1


Tree=7824
num_leaves=8
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split_feature=11 13 13 12 48 1 15
split_gain=2.94378e-05 3.71084e-05 6.33078e-05 5.67864e-05 4.90355e-05 4.34283e-05 4.41978e-07
threshold=1.0000000180025095e-35 -0.084034999999999985 0.11217000000000001 0.051320000000000005 0.086260000000000017 0.083345000000000016 -0.09551999999999998
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=-1.2496432578830456e-05 -0.00032498871659653012 0.00017053901471887623 0.00031247699274586398 -0.00057936165096005216 -0.00035253382552901362 0.00053097273456942178 0.00011256203410984631
leaf_weight=0.0012060936976540119 0.0010097238343768329 0.0010212947152485369 0.0013682486574712492 0.0010064652227433336 0.0012469895670728158 0.001064016751132173 0.0010010395569127911
leaf_count=525 244 157 195 1309 164 311 216
internal_value=0 3.05244e-05 -5.46271e-05 -0.0001721 -4.67241e-05 0.000242231 0.000141841
internal_weight=0 0.00791415 0.00564404 0.00427579 0.00326932 0.00227011 0.00202233
internal_count=3121 2877 2041 1846 537 836 373
is_linear=0
shrinkage=0.00196078


Tree=7825
num_leaves=7
num_cat=0
split_feature=11 48 484 3 49 1
split_gain=3.82774e-05 3.15005e-05 3.57066e-05 2.97853e-05 3.83809e-05 8.41087e-05
threshold=1.0000000180025095e-35 0.10396500000000002 0.073690000000000019 0.10893000000000001 -0.054319999999999993 0.08844500000000001
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=-0.00030742692779171278 -0.00036061028628417343 0.00034751620769683312 0.00033462460335169353 -0.00033156125961630525 -0.00024089028691469031 0.00038715614573292827
leaf_weight=0.0011055414102993872 0.0010127733435888768 0.0011287765312279737 0.0010033370233263617 0.0012676508706146849 0.0014503114314743546 0.001885808382729815
leaf_count=218 244 193 358 166 1374 568
internal_value=0 4.44522e-05 -6.51002e-06 -6.646e-05 9.19997e-06 0.000114126
internal_weight=0 0.00784143 0.00671265 0.00570931 0.00444166 0.00333612
internal_count=3121 2877 2684 2326 2160 1942
is_linear=0
shrinkage=0.00196078


Tree=7826
num_leaves=7
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split_feature=131 13 47 16 4 16
split_gain=2.0411e-05 3.1955e-05 4.97391e-05 5.928e-05 4.93537e-05 5.07136e-05
threshold=0.078765000000000016 -0.23438999999999996 0.10621500000000002 -0.27167499999999994 -0.10429499999999998 -0.008904999999999998
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 4 5 -7
leaf_value=0.00036044657775093823 -0.00025856571497663111 0.00042584578433042645 -0.00039849371171504311 -0.00038289811461441183 -0.00012742633169585273 0.00038624342062232558
leaf_weight=0.0010011939200508741 0.0010429485719029895 0.001302577124977034 0.0010893823305069411 0.0012330763830607238 0.001814945874570056 0.001246436606231112
leaf_count=138 516 270 124 293 1214 566
internal_value=0 3.37524e-05 -1.51653e-05 5.9444e-05 -5.16914e-05 8.17134e-05
internal_weight=0 0.00768761 0.00668642 0.00559704 0.00429446 0.00306138
internal_count=3121 2605 2467 2343 2073 1780
is_linear=0
shrinkage=0.00196078


Tree=7827
num_leaves=7
num_cat=0
split_feature=131 13 2 457 16 3
split_gain=2.77213e-05 3.40017e-05 3.33046e-05 3.28451e-05 3.42257e-05 4.63175e-05
threshold=0.078765000000000016 -0.076384999999999995 0.10005000000000001 0.045365000000000009 0.051380000000000002 -0.00083499999999999991
decision_type=2 2 2 2 2 2
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right_child=-2 3 -4 -5 -6 -7
leaf_value=4.6724127359390712e-06 -0.00031323776454749601 -0.00059621037615440809 0.00047410412307190704 0.00025063022526428179 0.000116317782565647 -6.9287798105823132e-05
leaf_weight=0.0012167680528011962 0.0010157836763373855 0.0010067083253496216 0.0011121568701265151 0.0010691641356703491 0.0013915203321154149 0.0017673535687815337
leaf_count=809 516 841 251 173 379 152
internal_value=0 3.17466e-05 0.000228845 -5.59421e-05 -0.000134629 -0.000260508
internal_weight=0 0.00756367 0.00232892 0.00523475 0.00416558 0.00277406
internal_count=3121 2605 1060 1545 1372 993
is_linear=0
shrinkage=0.00196078


Tree=7828
num_leaves=8
num_cat=0
split_feature=11 13 13 12 52 2 1
split_gain=3.48009e-05 3.59206e-05 3.64133e-05 6.05923e-05 4.75153e-05 4.70527e-05 2.96621e-05
threshold=1.0000000180025095e-35 -0.084034999999999985 0.11217000000000001 0.051320000000000005 -0.066844999999999988 0.10699500000000002 0.083345000000000016
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=3.5934605678860038e-05 -0.0003478818404695642 -0.00033021561484748523 0.00023287326446094387 -0.00055733645131212945 0.00045078234872244864 -0.00013766906179701527 0.00048527001639132113
leaf_weight=0.0012076477623690161 0.0010142857690792371 0.0011252444586767863 0.0013570737766517476 0.0010023302204036312 0.0010924838580739942 0.0010011933552897898 0.0010611470447023236
leaf_count=525 244 232 195 1309 177 128 311
internal_value=0 3.80772e-05 -4.65271e-05 -0.00013635 -5.26083e-06 0.000169386 0.000246095
internal_weight=0 0.00784712 0.00557833 0.00422125 0.00321892 0.00209368 0.00226879
internal_count=3121 2877 2041 1846 537 305 836
is_linear=0
shrinkage=0.00196078


Tree=7829
num_leaves=6
num_cat=0
split_feature=4 42 43 16 16
split_gain=1.22796e-05 2.08783e-05 3.89504e-05 3.42852e-05 3.67725e-05
threshold=0.24564500000000003 -1.0000000180025095e-35 -0.074359999999999996 0.10994000000000002 -0.094359999999999986
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
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leaf_weight=0.001087227194845948 0.0019174357693262098 0.001457013069324008 0.0010037419360590435 0.0010291108415449324 0.0015903810191808718
leaf_count=797 426 785 168 228 717
internal_value=0 -0.00222096 0.000470647 -0.00508197 0.00104494
internal_weight=0 0.00616747 0.00508025 0.00362323 0.00259412
internal_count=3121 2695 1898 1113 885
is_linear=0
shrinkage=0.1


Tree=7830
num_leaves=7
num_cat=0
split_feature=131 13 47 16 160 0
split_gain=2.32138e-05 4.02417e-05 4.32992e-05 5.56679e-05 4.78001e-05 7.52553e-05
threshold=0.078765000000000016 -0.23438999999999996 0.10621500000000002 -0.27167499999999994 -0.064219999999999985 -0.082974999999999979
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=0.00039972709901728412 -0.00027484409993534033 0.00040407858086897704 -0.00037650633427321271 0.00028972192722295667 7.5454385741722133e-05 -0.00053284939668879927
leaf_weight=0.0010059450879457092 0.0010649884732282849 0.0013031819610606994 0.0011002711733420862 0.00112488791192316 0.0018620434207428386 0.0013479309677726138
leaf_count=138 516 270 124 519 700 854
internal_value=0 3.3908e-05 -2.07042e-05 4.8731e-05 -5.80965e-05 -0.000179984
internal_weight=0 0.00774426 0.00673832 0.00563804 0.00433486 0.00320997
internal_count=3121 2605 2467 2343 2073 1554
is_linear=0
shrinkage=0.00196078


Tree=7831
num_leaves=7
num_cat=0
split_feature=42 43 51 15 16 0
split_gain=1.27197e-05 2.80522e-05 2.95365e-05 3.26761e-05 6.03667e-05 2.44028e-05
threshold=0.091735000000000025 0.070450000000000013 -0.076794999999999988 -0.10324499999999999 -0.092484999999999984 -0.082974999999999979
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 4 5 -7
leaf_value=-0.015599173082873752 -0.0096892388894723978 0.016491270706874932 0.015529211303891031 -0.023266344258714301 0.01731023500502794 -0.0032089545762566808
leaf_weight=0.0011373557060102507 0.0011698920764856595 0.0010676393384599064 0.0013452498954132069 0.0010166334221508046 0.0010426716230374975 0.0013049868481008543
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internal_weight=0 0.00691454 0.0058469 0.00470954 0.00336429 0.00234766
internal_count=3121 2454 2203 1792 1477 1179
is_linear=0
shrinkage=0.1


Tree=7832
num_leaves=8
num_cat=0
split_feature=484 13 0 457 52 16 1
split_gain=4.77653e-05 3.97931e-05 5.93476e-05 6.17765e-05 5.82229e-05 7.81846e-05 4.97088e-05
threshold=0.084040000000000017 -0.084034999999999985 -0.019414999999999998 0.060310000000000009 -1.0000000180025095e-35 -0.079109999999999986 0.08844500000000001
decision_type=2 2 2 2 2 2 2
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leaf_weight=0.0013144272012427286 0.0010615705256628452 0.0010665054813089781 0.0012040231801246151 0.0010782917904797484 0.0011187101043110262 0.0010126987486862296 0.0013353756841487786
leaf_count=510 368 487 260 140 614 473 269
internal_value=0 -5.78582e-05 -0.000153246 -0.000261519 -0.00039837 -0.000211219 0.00013942
internal_weight=0 0.00813003 0.00548023 0.00427621 0.00319791 0.00213141 0.0026498
internal_count=3121 2753 1974 1714 1574 1087 779
is_linear=0
shrinkage=0.00196078


Tree=7833
num_leaves=6
num_cat=0
split_feature=49 15 47 13 3
split_gain=1.15884e-05 1.8035e-05 3.7166e-05 2.31171e-05 2.31925e-05
threshold=-0.043469999999999995 -0.055554999999999993 0.092530000000000015 0.0076650000000000008 -0.020429999999999997
decision_type=2 2 2 2 2
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leaf_weight=0.0019307403252000937 0.0013686829832546975 0.0011491576944196163 0.0011149988494887594 0.0011864623293161886 0.0013360356821745503
leaf_count=425 784 1151 256 317 188
internal_value=0 -0.00216757 -0.00874892 0.00228437 0.00776692
internal_weight=0 0.00615534 0.00248368 0.00367166 0.00248519
internal_count=3121 2696 1040 1656 1339
is_linear=0
shrinkage=0.1


Tree=7834
num_leaves=7
num_cat=0
split_feature=11 48 2 43 2 2
split_gain=2.90979e-05 3.36234e-05 5.78179e-05 4.99026e-05 6.34088e-05 1.43677e-05
threshold=1.0000000180025095e-35 0.08975000000000001 0.11237500000000002 -0.17390999999999998 0.084245000000000014 0.096540000000000015
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 4 5 -7
leaf_value=0.00024666886364094247 -0.0003191136122208858 0.00026366848124004618 0.00036880560048308707 3.269879724950516e-05 -0.00063650868890348215 -0.00030536178129083198
leaf_weight=0.0010687069076018327 0.0010074884344735543 0.0018792037672766921 0.0011029265735844618 0.0018215693022869115 0.0010145762650626039 0.0010004796664130591
leaf_count=120 244 395 353 778 935 296
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internal_weight=0 0.00788746 0.00600826 0.00490533 0.00383663 0.00201506
internal_count=3121 2877 2482 2129 2009 1231
is_linear=0
shrinkage=0.00196078


Tree=7835
num_leaves=6
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split_feature=4 4 2 48 4
split_gain=1.18798e-05 1.72183e-05 3.69448e-05 4.27186e-05 3.13308e-05
threshold=0.24564500000000003 0.055260000000000011 0.10981000000000002 0.083985000000000018 -0.10429499999999998
decision_type=2 2 2 2 2
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right_child=-2 -3 -4 -5 -6
leaf_value=-0.02326828959076831 0.0068192917762758889 -0.012644599796515089 0.016190348636165076 0.012330539212647297 -0.0014670458395667661
leaf_weight=0.0011830593678843011 0.0019213316113757756 0.001254047365967308 0.0011477429470917971 0.0010951346821741368 0.0014886403313496908
leaf_count=234 426 279 290 362 1530
internal_value=0 -0.00218568 0.000483111 -0.00430284 -0.0111209
internal_weight=0 0.00616862 0.00491458 0.00376683 0.0026717
internal_count=3121 2695 2416 2126 1764
is_linear=0
shrinkage=0.1


Tree=7836
num_leaves=6
num_cat=0
split_feature=0 2 160 1 0
split_gain=1.36991e-05 3.22393e-05 2.83076e-05 4.99035e-05 6.07841e-05
threshold=-0.060129999999999996 0.10097500000000002 -1.0000000180025095e-35 0.08844500000000001 -0.20211999999999997
decision_type=2 2 2 2 2
left_child=2 -2 -1 -4 -5
right_child=1 -3 3 4 -6
leaf_value=-0.016271200212780779 0.013794524971873341 -0.0086746886398438184 -0.018064447088563623 -0.011915389550144239 0.017734959086965509
leaf_weight=0.0012359742441204521 0.001764831551750049 0.0010006330258314523 0.0010265474097919227 0.0010598589664699842 0.0019888028853357938
leaf_count=821 262 311 1107 90 530
internal_value=0 0.00566445 -0.00301479 0.00100576 0.0074271
internal_weight=0 0.00276546 0.00531118 0.00407521 0.00304866
internal_count=3121 573 2548 1727 620
is_linear=0
shrinkage=0.1


Tree=7837
num_leaves=8
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split_feature=11 2 0 12 0 15 4
split_gain=3.8551e-05 4.2435e-05 5.67411e-05 7.82161e-05 5.03792e-05 4.67574e-05 2.55078e-05
threshold=1.0000000180025095e-35 0.098260000000000014 -0.053834999999999994 0.088305000000000008 0.010870000000000003 -0.07490999999999999 0.0049200000000000008
decision_type=2 2 2 2 2 2 2
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right_child=-2 4 -4 -5 -6 -7 -8
leaf_value=-0.00041043621345353672 -0.00036844305174003059 0.00031607111145905083 -0.00044750434326101704 0.00043092865008406288 0.0005766661888910793 -0.00024599754851100286 3.1228137154879501e-05
leaf_weight=0.0010099660114066883 0.0010013214012004326 0.0011971792019497725 0.0012049850847178473 0.0012702204182539418 0.0010003248654804086 0.0010844865277642546 0.0010010514152378777
leaf_count=831 244 378 194 862 92 342 178
internal_value=0 4.0336e-05 -8.36176e-05 5.00143e-05 0.000209771 4.89172e-05 -0.000190583
internal_weight=0 0.00776821 0.00448622 0.00328124 0.00328199 0.00228167 0.00201102
internal_count=3121 2877 2065 1871 812 720 1009
is_linear=0
shrinkage=0.00196078


Tree=7838
num_leaves=7
num_cat=0
split_feature=13 51 47 52 43 4
split_gain=1.35076e-05 2.20758e-05 4.05368e-05 8.2616e-05 5.01108e-05 2.96901e-05
threshold=-0.23438999999999996 0.08955500000000001 0.10621500000000002 -0.085984999999999992 -0.0037449999999999996 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
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leaf_value=0.010787395976218587 -0.019868996955997587 -0.014735646475016767 -0.016640747093942962 -0.0041104781378154993 0.033118131367883046 0.010888094558360048
leaf_weight=0.0010077257727810407 0.001071019784242956 0.001081619600441423 0.001091044079572355 0.0013303941511181622 0.0010126795462347292 0.0014771873421812968
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internal_value=0 -0.00158849 0.000788552 0.00467631 0.0115577 0.0199295
internal_weight=0 0.00706394 0.00598232 0.00489128 0.00382026 0.00248987
internal_count=3121 2952 2589 2437 1879 640
is_linear=0
shrinkage=0.1


Tree=7839
num_leaves=7
num_cat=0
split_feature=47 4 12 52 151 0
split_gain=4.15658e-05 0.000112611 6.30193e-05 7.28592e-05 7.07398e-05 6.50491e-05
threshold=0.12431000000000002 0.24564500000000003 0.09857500000000001 0.091275000000000009 -0.0052199999999999989 -0.082974999999999979
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 -5 5 -7
leaf_value=0.00029095955645660424 -0.00036922137776005786 0.00045935658273552017 -0.00052375952972061389 0.00042895102578419504 -3.2865997175305522e-05 -0.00061363452733698099
leaf_weight=0.0012030269215287234 0.0010110241627411228 0.0019915573071625442 0.0010095502333157909 0.0012334489761019942 0.0018158488695321385 0.0012531911604189425
leaf_count=393 91 402 398 470 687 680
internal_value=0 5.13146e-05 -7.34177e-05 9.16178e-06 -0.000112042 -0.000270013
internal_weight=0 0.00850662 0.00651507 0.00550552 0.00427207 0.00306904
internal_count=3121 3030 2628 2230 1760 1367
is_linear=0
shrinkage=0.00196078


Tree=7840
num_leaves=6
num_cat=0
split_feature=51 160 16 52 15
split_gain=1.39625e-05 2.91497e-05 3.41904e-05 3.50477e-05 2.74486e-05
threshold=-0.090529999999999985 -1.0000000180025095e-35 -0.073404999999999984 0.091275000000000009 -0.095869999999999983
decision_type=2 2 2 2 2
left_child=-1 -2 4 -4 -3
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leaf_value=0.010333671975092378 -0.014986532508778516 -0.0029189508614334164 -0.019558297973213318 0.0055402276286810985 0.01538553878418986
leaf_weight=0.0011195911387254492 0.0013342592880638193 0.0013974763345216217 0.0012203425689701999 0.0010225750019034121 0.0019798682054128496
leaf_count=407 807 302 557 159 889
internal_value=0 -0.00169908 0.00145539 -0.00811556 0.00781151
internal_weight=0 0.00695452 0.00562026 0.00224292 0.00337734
internal_count=3121 2714 1907 716 1191
is_linear=0
shrinkage=0.1


Tree=7841
num_leaves=7
num_cat=0
split_feature=11 2 16 43 3 0
split_gain=4.34165e-05 5.27272e-05 4.76782e-05 3.75453e-05 6.46633e-05 1.26354e-05
threshold=0.076920000000000002 0.098260000000000014 -0.074319999999999983 -0.074359999999999996 -1.0000000180025095e-35 -0.071924999999999989
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 4 -6 -7
leaf_value=-5.3560040987332637e-05 -0.00039288923895977655 -4.4955807729268899e-05 0.00042648416464695257 -0.00064331627212187202 -9.0244122285356342e-06 0.00025567321266525616
leaf_weight=0.0010117704329877127 0.001015661426473336 0.0014443805732045492 0.0019225688825371852 0.0010062761765865834 0.0016011686816938468 0.0010203294842817867
leaf_count=724 226 349 468 1010 193 151
internal_value=0 3.74557e-05 0.000224242 -9.80965e-05 -0.000253813 0.000101708
internal_weight=0 0.00800649 0.00336695 0.00463954 0.00260744 0.0020321
internal_count=3121 2895 817 2078 1203 875
is_linear=0
shrinkage=0.00196078


Tree=7842
num_leaves=7
num_cat=0
split_feature=484 160 49 52 4 1
split_gain=3.15693e-05 3.53047e-05 3.52556e-05 5.36522e-05 6.81003e-05 6.2997e-05
threshold=0.084040000000000017 -1.0000000180025095e-35 -0.081404999999999991 0.091275000000000009 0.0052350000000000009 0.10612500000000001
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 -5 5 -7
leaf_value=-0.00037347304601997286 0.0003238417088163176 0.00033404083369866568 -0.00052644283257683561 0.00027404244469755791 0.00040069406980024365 -0.00020844638606790525
leaf_weight=0.0010840870843325991 0.001006566338879928 0.0010709010585799742 0.0013601296411093161 0.0014313261287088623 0.0010088684224030821 0.0018491865330917444
leaf_count=632 368 173 1120 318 261 249
internal_value=0 -4.51211e-05 7.84619e-06 -5.39861e-05 -0.000165294 6.57487e-06
internal_weight=0 0.0078045 0.00672041 0.00564951 0.00421818 0.00285805
internal_count=3121 2753 2121 1948 1630 510
is_linear=0
shrinkage=0.00196078


Tree=7843
num_leaves=6
num_cat=0
split_feature=52 52 13 2 12
split_gain=1.31951e-05 3.26786e-05 2.38511e-05 3.77267e-05 2.07283e-05
threshold=-0.081429999999999989 -0.0064899999999999992 -0.0039049999999999992 0.091265000000000013 0.090695000000000012
decision_type=2 2 2 2 2
left_child=-1 -2 4 -4 -3
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leaf_value=0.0070895874457781493 -0.017791912061487541 0.0027309501300596239 0.021153722187169124 -0.0024571395955040997 -0.016629566497505799
leaf_weight=0.0019652483422939737 0.0011172432297243918 0.0011438309939050236 0.0011505407553831237 0.0016433726081372827 0.0010706177277062389
leaf_count=771 438 852 287 271 502
internal_value=0 -0.00232758 0.00112214 0.00726587 -0.00662926
internal_weight=0 0.00612561 0.00500836 0.00279391 0.00221445
internal_count=3121 2350 1912 558 1354
is_linear=0
shrinkage=0.1


Tree=7844
num_leaves=7
num_cat=0
split_feature=3 13 48 2 52 15
split_gain=1.35466e-05 2.65652e-05 4.18663e-05 4.93699e-05 3.1526e-05 2.93779e-05
threshold=0.13524500000000003 -0.095539999999999986 0.091545000000000015 0.084245000000000014 -0.0064899999999999992 -0.016799999999999995
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 4 -6 -7
leaf_value=-0.016746932707853015 0.0097157210138533023 -0.0035546759383516952 0.018041993481572382 -0.026823168845382141 -0.0036941286146436715 0.019123021093796082
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leaf_count=217 192 303 283 662 968 496
internal_value=0 -0.00175569 0.000824569 -0.00332549 -0.0132538 0.007207
internal_weight=0 0.00686773 0.00585925 0.00472125 0.00243033 0.00229092
internal_count=3121 2929 2712 2429 1630 799
is_linear=0
shrinkage=0.1


Tree=7845
num_leaves=7
num_cat=0
split_feature=131 13 2 160 16 4
split_gain=2.59479e-05 3.59761e-05 4.29266e-05 3.84928e-05 3.83345e-05 2.65763e-05
threshold=0.078765000000000016 -0.076384999999999995 0.10005000000000001 -0.080719999999999986 -0.018494999999999998 0.033845000000000007
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=-1.7130951866216002e-05 -0.00029721486284220287 0.00028058940161302558 0.00051586580833299582 0.00025284740362434499 -0.00036204185646333782 -0.000160156472273938
leaf_weight=0.0012062947785970945 0.0010143885136333223 0.0010567360704911606 0.0011206489986354258 0.0010621871382065521 0.0017257969669264321 0.0013737719286415068
leaf_count=809 516 247 251 569 503 226
internal_value=0 3.68024e-05 0.000239559 -5.36072e-05 -0.000138465 1.99317e-05
internal_weight=0 0.00754544 0.00232694 0.00521849 0.00416176 0.00243596
internal_count=3121 2605 1060 1545 1298 795
is_linear=0
shrinkage=0.00196078


Tree=7846
num_leaves=7
num_cat=0
split_feature=131 13 2 160 15 47
split_gain=2.24782e-05 3.29066e-05 4.93586e-05 3.70822e-05 4.58975e-05 3.60989e-05
threshold=0.078765000000000016 -0.076384999999999995 0.10005000000000001 -0.080719999999999986 -0.0040799999999999994 0.092710000000000015
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=-4.9599495655761318e-05 -0.00027875342513703324 0.00027309320202921895 0.00052085994399905192 0.0002204373163868643 -0.00039711679497004469 -0.00025318542137271559
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internal_value=0 3.10189e-05 0.000224462 -5.54945e-05 -0.000138557 2.51231e-05
internal_weight=0 0.00755973 0.00233614 0.00522359 0.00416957 0.00255325
internal_count=3121 2605 1060 1545 1298 571
is_linear=0
shrinkage=0.00196078


Tree=7847
num_leaves=7
num_cat=0
split_feature=484 1 12 2 151 12
split_gain=1.44977e-05 1.88545e-05 4.53701e-05 4.34972e-05 5.56055e-05 2.90913e-05
threshold=0.073690000000000019 0.12873500000000002 0.098810000000000023 0.082850000000000021 -0.0083949999999999979 0.081420000000000006
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=570 394 211 392 297 290 967
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internal_weight=0 0.0070212 0.00596992 0.00487951 0.00374466 0.00263126
internal_count=3121 2727 2516 2124 1554 1257
is_linear=0
shrinkage=0.1


Tree=7848
num_leaves=8
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split_feature=50 4 151 16 16 52 2
split_gain=3.28408e-05 3.82578e-05 4.83679e-05 6.63321e-05 4.47431e-05 4.32783e-05 4.17353e-06
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decision_type=2 2 2 2 2 2 2
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internal_value=0 3.80151e-05 -1.72794e-05 -9.25584e-05 6.88652e-05 -8.67106e-05 -0.000373777
internal_weight=0 0.00789003 0.00677833 0.00561788 0.00356914 0.00237597 0.00204874
internal_count=3121 2561 2282 1897 1125 479 772
is_linear=0
shrinkage=0.00196078


Tree=7849
num_leaves=7
num_cat=0
split_feature=4 151 0 13 43 4
split_gain=1.52574e-05 2.12863e-05 3.50545e-05 2.94476e-05 6.38851e-05 1.95003e-05
threshold=0.27044500000000005 -0.024429999999999997 -0.14723999999999998 -0.094514999999999988 -0.074359999999999996 -0.062539999999999984
decision_type=2 2 2 2 2 2
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internal_value=0 -0.00203305 -0.00457853 -0.00083984 -0.00583565 0.00483177
internal_weight=0 0.00667106 0.00554506 0.00454101 0.00327901 0.00207
internal_count=3121 2756 2305 2145 1949 744
is_linear=0
shrinkage=0.1


Tree=7850
num_leaves=7
num_cat=0
split_feature=484 160 52 49 2 3
split_gain=4.18203e-05 3.02034e-05 4.54595e-05 4.39162e-05 5.19084e-05 8.18775e-05
threshold=0.084040000000000017 -1.0000000180025095e-35 0.10347000000000002 -0.080859999999999987 0.10613000000000002 -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=-0.00035400342319244049 0.00036519897568705563 0.00029526105102839283 0.00037343853466759196 -0.00027525598122726564 -0.00046070420532638918 0.00035257981503228504
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leaf_count=632 368 168 203 1226 394 130
internal_value=0 -5.51097e-05 -6.08177e-06 -7.37303e-05 -0.000152928 -1.66101e-05
internal_weight=0 0.0079242 0.00680755 0.00577769 0.00475674 0.00329662
internal_count=3121 2753 2121 1918 1750 1356
is_linear=0
shrinkage=0.00196078


Tree=7851
num_leaves=5
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split_feature=4 12 42 3
split_gain=1.27713e-05 2.01464e-05 8.02492e-05 4.5121e-05
threshold=0.24564500000000003 0.084100000000000022 0.084635000000000016 0.076840000000000006
decision_type=2 2 2 2
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right_child=-2 2 -4 -5
leaf_value=0.015351101867586082 0.0070816027382622051 -0.024748812786282853 0.01046834648430461 -0.0073865143102921568
leaf_weight=0.0015630175360010976 0.0019185273658976739 0.0014395399633879398 0.0011753228766252614 0.0019762150308954424
leaf_count=482 426 911 1038 264
internal_value=0 -0.00226297 -0.00891948 0.00265501
internal_weight=0 0.0061541 0.00261486 0.00353923
internal_count=3121 2695 1949 746
is_linear=0
shrinkage=0.1


Tree=7852
num_leaves=7
num_cat=0
split_feature=13 12 0 48 15 15
split_gain=1.38067e-05 2.06328e-05 3.58729e-05 6.80919e-05 3.14898e-05 2.29198e-05
threshold=-0.23438999999999996 -0.010834999999999999 -0.053834999999999994 0.085845000000000019 1.0000000180025095e-35 -0.098289999999999975
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=0.010895848996455798 0.011573472336588161 0.0053554887557586313 -0.017939772760487322 -0.017307786616803541 -0.0050763865292494555 0.026390892240807953
leaf_weight=0.001009968635289453 0.0010165297908348867 0.001031957050437983 0.0013869693676238004 0.0014810959122491985 0.001091090404552146 0.0010399748432349382
leaf_count=169 345 141 389 319 1063 695
internal_value=0 -0.00160592 -0.00382729 0.000387417 0.00867326 0.0159139
internal_weight=0 0.00704762 0.00603109 0.00464412 0.00316302 0.00207193
internal_count=3121 2952 2607 2218 1899 836
is_linear=0
shrinkage=0.1


Tree=7853
num_leaves=6
num_cat=0
split_feature=52 2 43 12 0
split_gain=1.30794e-05 3.87013e-05 2.56768e-05 4.05131e-05 5.08122e-05
threshold=-0.046924999999999988 0.089885000000000007 -0.15582499999999996 0.091475000000000015 -0.10474999999999998
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.0082835031600521549 0.011436933943827483 0.015916524254125718 -0.012028229088841087 -0.022642775266151039 0.013262144792237852
leaf_weight=0.0011493349944878379 0.0010114657266041237 0.0015548068180124403 0.0017491318884207221 0.0011190262542581783 0.0014555029627590795
leaf_count=404 164 549 308 620 1076
internal_value=0 0.00563084 -0.00290633 -0.00626176 -0.000541674
internal_weight=0 0.00270414 0.00533513 0.00432366 0.00320463
internal_count=3121 953 2168 2004 1384
is_linear=0
shrinkage=0.1


Tree=7854
num_leaves=7
num_cat=0
split_feature=131 13 160 16 15 13
split_gain=2.5265e-05 4.98839e-05 4.05764e-05 3.86862e-05 3.82509e-05 3.15632e-05
threshold=0.078765000000000016 -0.23438999999999996 -0.081069999999999989 -0.029084999999999996 -0.095869999999999983 0.0076650000000000008
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5
right_child=-2 2 3 5 -6 -7
leaf_value=0.00044140295164367508 -0.00028801379692522871 0.00031780074220750295 -0.00020352827959341856 -0.00051332190671513121 0.00021594021241079286 -4.3436005402451776e-05
leaf_weight=0.0010152317486622356 0.0010490393660162129 0.0011101670045644578 0.0014503300779670969 0.0011809546977902519 0.0019725448354095411 0.001028073932275139
leaf_count=138 516 510 269 591 877 220
internal_value=0 3.62035e-05 -2.48121e-05 -9.23483e-05 3.82043e-05 -0.000294639
internal_weight=0 0.0077573 0.00674207 0.0056319 0.00342287 0.00220903
internal_count=3121 2605 2467 1957 1146 811
is_linear=0
shrinkage=0.00196078


Tree=7855
num_leaves=6
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split_feature=4 2 2 52 4
split_gain=1.34121e-05 1.98629e-05 2.60767e-05 3.10377e-05 4.48284e-05
threshold=0.24564500000000003 0.10672500000000001 0.092875000000000013 -0.085984999999999992 -0.0016099999999999997
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.016016478830270603 0.0072734833684232328 0.0071664042450759044 -0.019078780904041515 0.016906388961511126 -0.010787205206266987
leaf_weight=0.0010168683169426195 0.0019138847083040875 0.0016231018771188039 0.0011052640013341254 0.0013435092786898452 0.0010346548604935361
leaf_count=357 426 438 466 1165 269
internal_value=0 -0.00231719 -0.0057376 -0.00139433 0.00485789
internal_weight=0 0.0061234 0.0045003 0.00339503 0.00237816
internal_count=3121 2695 2257 1791 1434
is_linear=0
shrinkage=0.1


Tree=7856
num_leaves=5
num_cat=0
split_feature=0 47 3 42
split_gain=1.45113e-05 2.4797e-05 3.76285e-05 4.04323e-05
threshold=-0.019414999999999998 1.0000000180025095e-35 0.090900000000000009 0.083995000000000014
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=-0.018246213205682368 0.0073939701614151743 -0.01166113206114479 0.014314956550933617 0.0070525893164362103
leaf_weight=0.0012551147648512584 0.0019822685610240203 0.0019744855136270669 0.0015406682756716182 0.0012719008998385588
leaf_count=997 365 414 218 1127
internal_value=0 -0.00246617 0.00199713 -0.00551279
internal_weight=0 0.00604217 0.00406768 0.00252702
internal_count=3121 2756 2342 2124
is_linear=0
shrinkage=0.1


Tree=7857
num_leaves=6
num_cat=0
split_feature=50 3 0 4 49
split_gain=1.30409e-05 2.50106e-05 3.78283e-05 3.98956e-05 3.29458e-05
threshold=0.079410000000000008 -0.12018999999999998 -0.10011499999999998 -0.083854999999999985 -0.006494999999999999
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -3
right_child=-2 2 3 -5 -6
leaf_value=0.01323898883922664 -0.010356880930025042 -0.0058408336057575415 0.0030363964507732033 -0.023635512336392873 0.014433684028703306
leaf_weight=0.0014485845818954122 0.0010605347236989308 0.0014467366141425607 0.0010318199141861671 0.0012285457113308017 0.0017970660607984027
leaf_count=293 609 207 370 1367 275
internal_value=0 0.00154782 -0.00152905 -0.0114602 0.00539125
internal_weight=0 0.00695275 0.00550417 0.00226037 0.0032438
internal_count=3121 2512 2219 1737 482
is_linear=0
shrinkage=0.1


Tree=7858
num_leaves=5
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split_feature=52 52 43 2
split_gain=1.45366e-05 2.79899e-05 2.67044e-05 5.71874e-05
threshold=-0.081429999999999989 -0.0064899999999999992 -0.0037449999999999996 0.10613000000000002
decision_type=2 2 2 2
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leaf_value=0.0075288881646131877 -0.01681695379707852 -0.0086837791602785899 0.018733788742392586 -0.0085819539963557755
leaf_weight=0.0019319809931524507 0.0011059442267709026 0.0018634163699498977 0.0017065426853401162 0.0013912735196498843
leaf_count=771 438 1126 570 216
internal_value=0 -0.00243111 0.000775748 0.0064659
internal_weight=0 0.00606718 0.00496123 0.00309782
internal_count=3121 2350 1912 786
is_linear=0
shrinkage=0.1


Tree=7859
num_leaves=6
num_cat=0
split_feature=49 1 42 3 4
split_gain=1.49734e-05 2.44876e-05 3.01751e-05 3.46982e-05 4.05273e-05
threshold=-0.043469999999999995 0.12337000000000002 0.084050000000000014 -0.083924999999999986 -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=0.0077099880937069321 0.015459924901976112 0.01167899967920772 -0.017012553202031704 0.0069856871599120645 -0.018434595429482097
leaf_weight=0.0019064267624689076 0.0010091614110933666 0.0010210931701435458 0.0015327290157249006 0.0011833907133128774 0.0013343488141530388
leaf_count=425 731 241 1145 328 251
internal_value=0 -0.0024471 -0.00529791 -0.000206931 -0.00648653
internal_weight=0 0.00608072 0.00505963 0.0035269 0.00251774
internal_count=3121 2696 2455 1310 579
is_linear=0
shrinkage=0.1


Tree=7860
num_leaves=7
num_cat=0
split_feature=11 43 12 52 16 0
split_gain=5.15e-05 4.25824e-05 6.47169e-05 3.73405e-05 6.14367e-05 5.22861e-05
threshold=0.076920000000000002 -0.04890499999999999 0.051320000000000005 -0.069804999999999992 -0.008904999999999998 -0.10474999999999998
decision_type=2 2 2 2 2 2
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right_child=-2 3 -4 4 -6 -7
leaf_value=0.00062019931106333578 -0.00041751218915416454 -0.00034555278549560969 1.2233434828369495e-05 -0.00031312736771215035 0.00045133205950829422 0.0002426213296081679
leaf_weight=0.0010794001652273549 0.0010229639525588642 0.0012923856579047229 0.0017886275301322661 0.0017809270722125088 0.0010227066431070624 0.0010257262435058524
leaf_count=286 226 274 1091 251 151 842
internal_value=0 4.9754e-05 0.000241045 -5.73635e-05 3.98987e-05 -0.000110022
internal_weight=0 0.00798977 0.00286803 0.00512175 0.00382936 0.00280665
internal_count=3121 2895 1377 1518 1244 1093
is_linear=0
shrinkage=0.00196078


Tree=7861
num_leaves=6
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split_feature=1 52 4 43 47
split_gain=1.3565e-05 3.60534e-05 5.74055e-05 2.50099e-05 2.53462e-05
threshold=0.090405000000000013 -0.077024999999999996 -0.083854999999999985 -0.043144999999999996 0.08265500000000002
decision_type=2 2 2 2 2
left_child=1 -1 -3 -2 -5
right_child=3 2 -4 4 -6
leaf_value=0.011108136202217532 0.013513885667384748 0.002070063298493303 -0.028890477578944224 0.0058190473628826813 -0.013133023241142497
leaf_weight=0.001013189463214971 0.0016240397988897884 0.0013833033067661823 0.0010560908290142151 0.0017166644149161864 0.0011982168104340471
leaf_count=460 492 385 1155 488 141
internal_value=0 -0.00474798 -0.0113337 0.00356918 -0.00197156
internal_weight=0 0.00345258 0.00243939 0.00453892 0.00291488
internal_count=3121 2000 1540 1121 629
is_linear=0
shrinkage=0.1


Tree=7862
num_leaves=6
num_cat=0
split_feature=4 42 43 2 4
split_gain=1.31167e-05 1.6962e-05 3.30855e-05 3.623e-05 2.2879e-05
threshold=0.24564500000000003 -1.0000000180025095e-35 -0.074359999999999996 0.089885000000000007 -0.059649999999999988
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.013645565715567723 0.0072261285244621153 0.013010411547852659 -0.019312050033715507 -0.0084893110757289277 0.011172305338681104
leaf_weight=0.0010815226713387621 0.0019011028925710214 0.0014310752369107362 0.0011809891056184353 0.0010978869599004915 0.0012839755227079879
leaf_count=797 426 785 569 308 236
internal_value=0 -0.00229148 0.000167447 -0.00499113 0.00210955
internal_weight=0 0.00607545 0.00499393 0.00356285 0.00238186
internal_count=3121 2695 1898 1113 544
is_linear=0
shrinkage=0.1


Tree=7863
num_leaves=7
num_cat=0
split_feature=1 4 48 15 13 3
split_gain=2.32941e-05 5.24896e-05 4.86603e-05 6.24638e-05 4.31717e-05 1.8704e-05
threshold=0.111945 0.24564500000000003 0.083985000000000018 -0.0063699999999999989 -0.095304999999999987 -0.087784999999999988
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=-0.00056678811979668357 -6.5722544010430364e-05 0.00050614931440148608 0.00021830117037265097 0.00028569348864680786 -1.7439844499217264e-05 -0.00038738437714623731
leaf_weight=0.0011395062466355663 0.0015610161706233611 0.0010204596563999982 0.0017055023236475101 0.0010852717653413377 0.0010899946706756189 0.0010144699019122153
leaf_count=794 221 276 446 117 438 829
internal_value=0 0.000160339 -6.22213e-05 -0.000172733 -3.196e-05 -0.000195774
internal_weight=0 0.00258148 0.00603474 0.00432924 0.00318974 0.00210446
internal_count=3121 497 2624 2178 1384 1267
is_linear=0
shrinkage=0.00196078


Tree=7864
num_leaves=7
num_cat=0
split_feature=157 160 52 12 0 1
split_gain=1.95678e-05 4.91177e-05 3.5581e-05 5.43202e-05 7.2612e-05 5.72011e-05
threshold=-0.06266999999999999 -1.0000000180025095e-35 0.096795000000000006 0.098150000000000015 -0.082974999999999979 0.10612500000000001
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=0.00024964191646071455 -0.00042225937988487 0.00024918943380819935 0.0003168448297538721 0.00035968226815241987 -0.00053276829324940943 -0.00031281499708501472
leaf_weight=0.001024252061237331 0.0011000060257706674 0.0017570843491200782 0.0012933500262623304 0.0010188051173000198 0.0012874406478737832 0.0011533006979123021
leaf_count=460 654 627 243 285 685 167
internal_value=0 -3.90383e-05 2.57154e-05 -4.64638e-05 -0.000145035 2.64835e-05
internal_weight=0 0.00760999 0.00650998 0.00521663 0.00419783 0.00291039
internal_count=3121 2661 2007 1764 1479 794
is_linear=0
shrinkage=0.00196078


Tree=7865
num_leaves=7
num_cat=0
split_feature=157 160 42 151 1 4
split_gain=1.79564e-05 6.78138e-05 5.4991e-05 4.82978e-05 5.30885e-05 6.25813e-05
threshold=-0.06266999999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 0.094825000000000007 -0.083854999999999985
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=0.0002393541448581397 -0.0004805435730863955 -0.00034547898041110731 -0.00023382136991215177 0.00033894286565123354 0.00045970879857516305 -0.00029824496374396026
leaf_weight=0.0010414277347464548 0.0011224380364894902 0.0011678663036185106 0.0011489514926880575 0.0011912880488853311 0.0019344740882329924 0.0011792169032178498
leaf_count=460 654 714 262 86 385 560
internal_value=0 -3.48808e-05 4.06619e-05 0.000123347 0.000218672 2.19713e-05
internal_weight=0 0.00774423 0.0066218 0.00545393 0.00430498 0.0023705
internal_count=3121 2661 2007 1293 1031 646
is_linear=0
shrinkage=0.00196078


Tree=7866
num_leaves=7
num_cat=0
split_feature=13 39 48 1 4 4
split_gain=2.61814e-05 2.57507e-05 3.20304e-05 6.48285e-05 4.67613e-05 7.20084e-05
threshold=-0.23438999999999996 0.0046100000000000004 0.085845000000000019 1.0000000180025095e-35 -0.0083799999999999986 0.25615500000000008
decision_type=2 2 2 2 2 2
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leaf_value=0.00027811227559030059 -0.00038826525488881621 0.00022920493069639102 -0.00030852010253616728 -0.00021498257630639422 0.00058815490481068581 -9.6388641877071486e-05
leaf_weight=0.0010892718826525762 0.0012515260983513099 0.001112302560883704 0.0018941505757361808 0.0010354090252089119 0.0013287719712881843 0.0010637782499386102
leaf_count=169 1334 330 363 589 190 146
internal_value=0 -4.67047e-05 -9.33905e-05 -6.31082e-06 0.000133138 0.000283792
internal_weight=0 0.00768594 0.00657364 0.00467949 0.00342796 0.00239255
internal_count=3121 2952 2622 2259 925 336
is_linear=0
shrinkage=0.00196078


Tree=7867
num_leaves=7
num_cat=0
split_feature=131 13 2 160 16 0
split_gain=2.77987e-05 3.30495e-05 4.31352e-05 2.80567e-05 5.72096e-05 2.34896e-05
threshold=0.078765000000000016 -0.076384999999999995 0.10005000000000001 -0.080719999999999986 -0.018494999999999998 -0.11756999999999999
decision_type=2 2 2 2 2 2
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leaf_value=-2.4543619685342921e-05 -0.00030530994233246003 0.00023861240351805165 0.00050920631180986341 -8.435209634206892e-05 -0.00038786004563996421 0.00030471285346526282
leaf_weight=0.0012090285291578276 0.0010296442601315852 0.0010540739448494617 0.0011226659882230489 0.0014672985506824087 0.0017706945743811049 0.001005416379994861
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internal_value=0 3.7923e-05 0.000232447 -4.76968e-05 -0.000118817 7.38434e-05
internal_weight=0 0.00762918 0.00233169 0.00529748 0.00424341 0.00247271
internal_count=3121 2605 1060 1545 1298 795
is_linear=0
shrinkage=0.00196078


Tree=7868
num_leaves=6
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split_feature=3 457 3 12 4
split_gain=1.24791e-05 2.31168e-05 4.12363e-05 3.76131e-05 6.63732e-05
threshold=0.13524500000000003 0.069910000000000014 0.088060000000000013 0.079890000000000017 0.09173000000000002
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=0.0016324595596262674 0.001203095190406016 0.0011230734663948069 0.0012572969084606311 0.0016647214199298631 0.0011472873765170813
leaf_count=401 192 246 135 1940 207
internal_value=0 -0.00168461 -0.00426757 0.000255616 -0.00675365
internal_weight=0 0.00682484 0.00570177 0.00444447 0.00281201
internal_count=3121 2929 2683 2548 2147
is_linear=0
shrinkage=0.1


Tree=7869
num_leaves=7
num_cat=0
split_feature=42 43 51 15 16 3
split_gain=1.25078e-05 2.53037e-05 2.50568e-05 3.12203e-05 4.97381e-05 2.07591e-05
threshold=0.091735000000000025 0.070450000000000013 -0.076794999999999988 -0.10324499999999999 -0.088394999999999987 -0.026224999999999995
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 4 5 -7
leaf_value=-0.014437820651218701 -0.0096204964851346001 0.015892867912442418 0.01509681181544531 -0.020246911954382333 0.015447190125939543 -0.003859301775811327
leaf_weight=0.0011176641324178406 0.0011619692035720478 0.0010489696874762568 0.0013438473025486732 0.0011101571542099231 0.0010988053987335607 0.0011293421525229161
leaf_count=411 667 251 315 418 870 189
internal_value=0 0.00160029 -0.000984703 0.00222666 -0.00295428 0.00566165
internal_weight=0 0.00684879 0.00579982 0.00468215 0.0033383 0.00222815
internal_count=3121 2454 2203 1792 1477 1059
is_linear=0
shrinkage=0.1


Tree=7870
num_leaves=6
num_cat=0
split_feature=1 2 15 3 2
split_gain=1.39902e-05 3.58308e-05 2.34193e-05 4.08466e-05 4.537e-05
threshold=0.077565000000000009 0.096540000000000015 1.0000000180025095e-35 0.10893000000000001 1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
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leaf_weight=0.0010123662854010947 0.0013904069990564253 0.0013024380168019467 0.0010781524719904265 0.0013590282074433836 0.0018527286531573493
leaf_count=1190 393 446 433 208 451
internal_value=0 -0.00657748 0.0026457 0.00575355 0.0118521
internal_weight=0 0.0023148 0.00568032 0.00460216 0.00324314
internal_count=3121 1636 1485 1052 844
is_linear=0
shrinkage=0.1


Tree=7871
num_leaves=6
num_cat=0
split_feature=1 42 15 3 0
split_gain=1.31755e-05 3.0666e-05 3.01739e-05 3.78756e-05 4.46291e-05
threshold=0.12500000000000003 0.088915000000000008 0.024640000000000006 -0.10217499999999997 -0.12333499999999999
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.022263938867892481 0.0098889128388202387 -0.015602457762915148 -0.013560479385132166 0.010127777151296006 -0.012737858054551118
leaf_weight=0.0010026269299549606 0.0011483820029937397 0.0012857309841716588 0.0010685530224899776 0.0019662157687830402 0.0015084626780236818
leaf_count=214 279 810 759 242 817
internal_value=0 -0.00168766 0.00153829 0.00514176 0.000201115
internal_weight=0 0.00683159 0.00554586 0.00447731 0.00347468
internal_count=3121 2842 2032 1273 1059
is_linear=0
shrinkage=0.1


Tree=7872
num_leaves=7
num_cat=0
split_feature=13 39 48 0 4 4
split_gain=1.16428e-05 1.93348e-05 3.51896e-05 5.37779e-05 3.13186e-05 5.35983e-05
threshold=-0.23438999999999996 0.0046100000000000004 0.085845000000000019 -0.053834999999999994 0.16173500000000005 -0.0082299999999999995
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=0.010063317334623912 -0.0015112117653494803 0.011367202210856873 -0.01572172639350659 -0.018702373242642605 -0.0057798801096366125 0.030549963390335989
leaf_weight=0.0010012958145354496 0.0010205609398873934 0.0010042205526410875 0.001714835842144379 0.0010245931168927501 0.0011334604321099353 0.0010661347968865223
leaf_count=169 1333 330 363 332 162 432
internal_value=0 -0.0014691 -0.00363208 0.00125202 0.00760113 0.0148695
internal_weight=0 0.00696381 0.00595959 0.00424475 0.00322016 0.0020867
internal_count=3121 2952 2622 2259 1927 1765
is_linear=0
shrinkage=0.1


Tree=7873
num_leaves=6
num_cat=0
split_feature=49 1 42 1 4
split_gain=1.19485e-05 1.80821e-05 2.33658e-05 4.68664e-05 2.10227e-05
threshold=-0.043469999999999995 0.12337000000000002 0.086665000000000006 0.095695000000000016 -0.084369999999999987
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.0069193521619061605 -0.0019532059185057809 0.0100142566116668 -0.01708669875620859 -0.015849818912820408 0.016319298821875883
leaf_weight=0.0018923591709770976 0.0012608640904734516 0.0010119784408280132 0.0011599510040898983 0.0013627842558599826 0.0012577034386570588
leaf_count=425 371 241 918 280 886
internal_value=0 -0.00218448 -0.00463323 -0.00091148 0.00717158
internal_weight=0 0.00605328 0.0050413 0.00388135 0.00251857
internal_count=3121 2696 2455 1537 1257
is_linear=0
shrinkage=0.1


Tree=7874
num_leaves=6
num_cat=0
split_feature=11 2 43 52 52
split_gain=4.93178e-05 4.41091e-05 5.93432e-05 4.338e-05 5.05127e-05
threshold=1.0000000180025095e-35 0.089885000000000007 -0.074359999999999996 -0.024714999999999997 0.092650000000000024
decision_type=2 2 2 2 2
left_child=1 2 -1 -3 -5
right_child=-2 3 -4 4 -6
leaf_value=0.00012489766488344827 -0.00041038731153248054 0.00043270904277735846 -0.00042074690169064169 -0.00018657251393389436 0.00031072983778947136
leaf_weight=0.0016285110650941593 0.0010035690138839063 0.0015981446700659274 0.0014474349519400815 0.0017498152723039095 0.0014245877494545242
leaf_count=686 244 479 918 408 386
internal_value=0 5.12353e-05 -0.000131864 0.000169244 3.66036e-05
internal_weight=0 0.00784849 0.00307595 0.00477255 0.0031744
internal_count=3121 2877 1604 1273 794
is_linear=0
shrinkage=0.00196078


Tree=7875
num_leaves=8
num_cat=0
split_feature=131 13 47 4 52 16 1
split_gain=2.76612e-05 3.15849e-05 3.2016e-05 6.92916e-05 3.43066e-05 4.77377e-05 4.43661e-05
threshold=0.078765000000000016 -0.23438999999999996 0.10621500000000002 0.24564500000000003 -0.088204999999999992 -0.0064149999999999997 0.089105000000000018
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=0.00036308516750438241 -0.00030288645782569227 -0.00037904614479206063 -0.00031686731801042428 0.00045660920099351547 0.00012387775287420126 0.00036114137099766601 -0.00043285575799987722
leaf_weight=0.0010060145311040257 0.0010307884574324421 0.0010313524804446647 0.0010908835819145235 0.0012529883938545002 0.0011764878903973964 0.0011146340594501113 0.0010339855259433846
leaf_count=138 516 504 124 256 1044 277 262
internal_value=0 3.91254e-05 -9.51519e-06 5.02564e-05 -6.66173e-05 3.02891e-05 -0.000136544
internal_weight=0 0.00770635 0.00670033 0.00560945 0.00435646 0.00332511 0.00221047
internal_count=3121 2605 2467 2343 2087 1583 1306
is_linear=0
shrinkage=0.00196078


Tree=7876
num_leaves=7
num_cat=0
split_feature=52 52 160 151 16 2
split_gain=1.97092e-05 4.11805e-05 4.78639e-05 4.4093e-05 5.83543e-05 5.40576e-05
threshold=-0.21968999999999997 -0.081429999999999989 -1.0000000180025095e-35 -0.0056149999999999993 -0.073404999999999984 0.09142500000000002
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=-0.00026078952188817323 0.00038469585716420713 -0.00035359043436419878 -0.00030838925959834256 3.9982586524912817e-05 -0.00013148520725910767 0.0006204188061701947
leaf_weight=0.0010271983885616464 0.001072922082088334 0.001384429901974976 0.0010231377089849995 0.0011982856406368497 0.0017215026038988179 0.0012714413969891305
leaf_count=415 356 825 172 725 342 286
internal_value=0 2.84274e-05 -2.94995e-05 5.65476e-05 0.000145634 0.000338797
internal_weight=0 0.00767172 0.0065988 0.00521437 0.00419123 0.00246973
internal_count=3121 2706 2350 1525 1353 1011
is_linear=0
shrinkage=0.00196078


Tree=7877
num_leaves=6
num_cat=0
split_feature=4 4 2 48 2
split_gain=1.37252e-05 1.72787e-05 4.10019e-05 4.06544e-05 3.02127e-05
threshold=0.24564500000000003 0.055260000000000011 0.10981000000000002 0.083985000000000018 0.084245000000000014
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.00040864599109361952 0.0073854306305704553 -0.012890181243794506 0.016955682826989889 0.011769171789556221 -0.021104894950084781
leaf_weight=0.0011886239137815998 0.0019046411202969177 0.0012370765119654077 0.0011376520882711242 0.0010617132976252185 0.0014480038892690451
leaf_count=655 426 279 290 362 1109
internal_value=0 -0.00234399 0.000353787 -0.00475315 -0.0114063
internal_weight=0 0.00607307 0.00483599 0.00369834 0.00263663
internal_count=3121 2695 2416 2126 1764
is_linear=0
shrinkage=0.1


Tree=7878
num_leaves=6
num_cat=0
split_feature=0 4 1 16 0
split_gain=1.40918e-05 3.38338e-05 3.05506e-05 3.60217e-05 4.75291e-05
threshold=-0.060129999999999996 -0.35136499999999998 0.08844500000000001 -0.056919999999999991 -0.15090499999999998
decision_type=2 2 2 2 2
left_child=2 -2 -1 4 -4
right_child=1 -3 3 -5 -6
leaf_value=-0.016139968694819828 -0.0063484327213591471 0.01601452379782569 -0.0053594661954609914 -0.014775326572384102 0.02030574518284008
leaf_weight=0.0013308680836563828 0.0012443717732493363 0.0014825911315496636 0.0014859744756543234 0.0010176825725703377 0.0014026505501604654
leaf_count=1665 227 346 148 362 373
internal_value=0 0.00580983 -0.00305488 0.00140318 0.00710298
internal_weight=0 0.00272696 0.00523718 0.00390631 0.00288863
internal_count=3121 573 2548 883 521
is_linear=0
shrinkage=0.1


Tree=7879
num_leaves=8
num_cat=0
split_feature=11 3 15 3 3 1 4
split_gain=6.12192e-05 4.20011e-05 4.48347e-05 0.000110548 4.05307e-05 6.10548e-05 4.81881e-05
threshold=0.078065000000000009 -0.10519499999999998 0.088345000000000021 -0.053259999999999995 0.10893000000000001 0.094090000000000021 0.033845000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -6
right_child=-2 2 -4 4 6 -7 -8
leaf_value=0.0003802864954221822 -0.0004587209976422953 -0.00066683363583897384 0.00036063617998782489 -6.0260101544179826e-05 0.00016905203532046963 0.00053506769400320047 -0.00040400410394553709
leaf_weight=0.0012723595357028968 0.0010103149213899496 0.0010038455411840869 0.0010803509864156799 0.0014552684612260201 0.0010283648218550659 0.0012155289533504971 0.0012498145234094741
leaf_count=209 211 1298 639 220 102 300 142
internal_value=0 5.24577e-05 -6.84921e-06 -7.35425e-05 4.68001e-05 0.000210685 -0.000145328
internal_weight=0 0.00830553 0.00703317 0.00595282 0.00494898 0.0026708 0.00227818
internal_count=3121 2910 2701 2062 764 520 244
is_linear=0
shrinkage=0.00196078


Tree=7880
num_leaves=7
num_cat=0
split_feature=11 12 2 2 48 12
split_gain=4.02055e-05 3.47313e-05 4.18308e-05 5.55104e-05 7.35349e-05 5.45107e-05
threshold=0.076920000000000002 0.097825000000000009 0.089885000000000007 0.11215000000000001 0.082620000000000013 0.051320000000000005
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=4.8271139898818596e-05 -0.0003707532562608438 0.00032364486117409888 -7.7659270698203636e-06 -0.00015748316005528945 0.00068228270299689365 -0.00053382042389517478
leaf_weight=0.0013504948973985223 0.0010243722184362898 0.0013899079974127671 0.001343776223139866 0.0018082867338574189 0.0010637435437485477 0.0011411939983135115
leaf_count=274 226 433 461 350 168 1209
internal_value=0 4.15438e-05 -1.69123e-05 0.000102131 0.000297127 -0.000218327
internal_weight=0 0.0080974 0.0067075 0.00421581 0.00240752 0.00249169
internal_count=3121 2895 2462 979 629 1483
is_linear=0
shrinkage=0.00196078


Tree=7881
num_leaves=7
num_cat=0
split_feature=11 1 42 2 13 16
split_gain=3.49839e-05 3.03746e-05 5.96792e-05 4.34041e-05 4.29001e-05 1.36993e-05
threshold=0.076920000000000002 0.10089500000000001 0.086325000000000013 0.116525 -0.0034749999999999994 -0.018494999999999998
decision_type=2 2 2 2 2 2
left_child=1 2 4 5 -1 -3
right_child=-2 3 -4 -5 -6 -7
leaf_value=0.00030159215190461079 -0.00034673702696054226 -0.00010154670460257643 -0.0004857579900023155 0.00050822636405087297 -0.000138258280978713 0.00020299096575298865
leaf_weight=0.0015384247897253546 0.0010044942467013268 0.0013069840084838984 0.0010019050709670014 0.0010713940363472154 0.0019121620413185148 0.0010042868837700227
leaf_count=782 226 212 885 260 565 191
internal_value=0 4.19357e-05 -6.4476e-05 0.000182002 5.78466e-05 3.07801e-05
internal_weight=0 0.00783516 0.00445249 0.00338266 0.00345059 0.00231127
internal_count=3121 2895 2232 663 1347 403
is_linear=0
shrinkage=0.00196078


Tree=7882
num_leaves=7
num_cat=0
split_feature=16 159 4 16 43 1
split_gain=1.33582e-05 2.09585e-05 4.27657e-05 2.52485e-05 7.27633e-05 7.32852e-05
threshold=-0.5048999999999999 0.076905000000000015 0.098655000000000007 0.23311500000000004 -0.0037449999999999996 0.089770000000000016
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=0.0096768643530461326 -0.024135704687545036 0.01116630737329876 -0.020553838515898915 0.013077693657595792 0.02616567411473238 -0.010680905561658708
leaf_weight=0.001205710776730584 0.0011683187815124518 0.0010612671693817945 0.0012423857310704649 0.0011650639765692933 0.0010287215282614205 0.0011357122471268672
leaf_count=222 1220 472 238 348 427 194
internal_value=0 -0.00174381 -0.00413067 0.000405732 -0.00402413 0.0068317
internal_weight=0 0.00680147 0.0057402 0.00449782 0.00333275 0.00216443
internal_count=3121 2899 2427 2189 1841 621
is_linear=0
shrinkage=0.1


Tree=7883
num_leaves=7
num_cat=0
split_feature=131 13 47 16 0 16
split_gain=2.05536e-05 3.71666e-05 3.11572e-05 6.79422e-05 4.99983e-05 8.68458e-05
threshold=0.078765000000000016 -0.23438999999999996 0.10621500000000002 -0.29154999999999992 -0.11242999999999999 0.013515000000000001
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=0.00038286966432393992 -0.00026040211647462917 0.00045500860435444639 -0.00032320686207616304 0.00018492420860662868 -0.00060122400518498832 0.00010575139455060334
leaf_weight=0.0010148592211417689 0.0010404594578667329 0.001190067554461818 0.0010895394626805627 0.0017494502467644388 0.0013127197250861304 0.0013602690925228499
leaf_count=138 516 263 124 213 1354 513
internal_value=0 3.31779e-05 -1.97743e-05 3.91302e-05 -7.27817e-05 -0.000241448
internal_weight=0 0.00771691 0.00670205 0.00561251 0.00442244 0.00267299
internal_count=3121 2605 2467 2343 2080 1867
is_linear=0
shrinkage=0.00196078


Tree=7884
num_leaves=7
num_cat=0
split_feature=131 13 2 457 16 1
split_gain=2.69635e-05 2.70199e-05 4.26203e-05 2.98999e-05 3.71373e-05 2.39105e-05
threshold=0.078765000000000016 -0.076384999999999995 0.10005000000000001 0.045365000000000009 -0.074319999999999983 0.095025000000000012
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=-4.2356027192705572e-05 -0.00030066545409266417 -0.00034048415049133131 0.00048335849861228631 0.00024993494678078463 -0.00015897483822621445 0.00022065700729459277
leaf_weight=0.0012349612830968566 0.0010370227415831103 0.0016950078055878413 0.0011403770458606238 0.0010796324138545683 0.0012553205643612993 0.0012967845183786777
leaf_count=809 516 624 251 173 491 257
internal_value=0 3.61198e-05 0.000210034 -4.14334e-05 -0.0001155 3.3925e-05
internal_weight=0 0.00770208 0.00237534 0.00532675 0.00424711 0.00255211
internal_count=3121 2605 1060 1545 1372 748
is_linear=0
shrinkage=0.00196078


Tree=7885
num_leaves=6
num_cat=0
split_feature=4 151 16 2 2
split_gain=1.22979e-05 2.0316e-05 3.41237e-05 3.23713e-05 3.96164e-05
threshold=0.40473500000000007 -0.024429999999999997 -0.092484999999999984 0.10672500000000001 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=0.010550078997248226 0.0093200486778633809 -0.015650254360009764 0.0043623969989099141 0.016289858535576445 -0.020134613333300251
leaf_weight=0.001134240941046913 0.0011974427664857047 0.00176544020316486 0.0018568141480626481 0.0010324814608044493 0.0010243505910456788
leaf_count=473 304 482 1089 329 444
internal_value=0 -0.00166864 -0.004109 0.00109725 -0.00434711
internal_weight=0 0.00681333 0.00567909 0.00391365 0.00288116
internal_count=3121 2817 2344 1862 1533
is_linear=0
shrinkage=0.1


Tree=7886
num_leaves=6
num_cat=0
split_feature=43 3 52 16 15
split_gain=1.22141e-05 3.75502e-05 3.00702e-05 4.49048e-05 2.4663e-05
threshold=-0.04890499999999999 -0.077774999999999983 -0.069804999999999992 -0.008904999999999998 -0.092489999999999989
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.0042312109918305864 -0.016254885236810394 0.018923534300151888 -0.01462110551598263 0.019232844955074171 0.0042261480014758506
leaf_weight=0.0017289426742861397 0.0012775422020431908 0.0011772835145422425 0.0013827731419826094 0.0010365546308021513 0.0013944961686073599
leaf_count=960 359 495 295 165 847
internal_value=0 0.00514855 -0.00297656 0.00147138 -0.0051577
internal_weight=0 0.00290623 0.00509137 0.00381382 0.00277727
internal_count=3121 1455 1666 1307 1142
is_linear=0
shrinkage=0.1


Tree=7887
num_leaves=6
num_cat=0
split_feature=4 52 52 2 4
split_gain=1.23468e-05 1.99294e-05 2.37845e-05 3.36411e-05 3.42112e-05
threshold=0.24564500000000003 -0.12005499999999998 -0.046924999999999988 0.10097500000000002 -0.080924999999999983
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.015027324818349747 0.0069835984093619815 0.01121526880152738 0.017043226247954842 -0.017317969701317559 -0.0072581199072108598
leaf_weight=0.0010135697855641447 0.0019132140373044337 0.001438083321750684 0.0010015235573345464 0.0012428643042999947 0.0013741446421297295
leaf_count=512 426 378 568 264 973
internal_value=0 -0.00222912 0.000336211 -0.00398736 0.00298673
internal_weight=0 0.00607019 0.00505662 0.00361853 0.00237567
internal_count=3121 2695 2183 1805 1541
is_linear=0
shrinkage=0.1


Tree=7888
num_leaves=6
num_cat=0
split_feature=52 15 3 1 15
split_gain=1.09565e-05 2.86074e-05 7.17131e-05 5.35286e-05 3.78372e-05
threshold=0.11434500000000002 -0.016799999999999995 -0.08824499999999999 0.11181500000000001 1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 3 -3 -1 -4
right_child=-2 2 4 -5 -6
leaf_value=0.0061403567183949516 -0.0093643718109458832 -0.011050643952286554 0.032549562515296664 -0.018727359278377331 0.005918107683206505
leaf_weight=0.0019542718190635466 0.0010840100735220702 0.0012454623279172443 0.0010599914718247983 0.0015538142538969843 0.0010740782050168076
leaf_count=882 501 480 235 333 690
internal_value=0 0.0014514 0.00801756 -0.00487414 0.0191459
internal_weight=0 0.00688762 0.00337953 0.00350809 0.00213407
internal_count=3121 2620 1405 1215 925
is_linear=0
shrinkage=0.1


Tree=7889
num_leaves=7
num_cat=0
split_feature=131 13 2 160 16 4
split_gain=1.88807e-05 2.83131e-05 3.9736e-05 2.76914e-05 5.30329e-05 1.91904e-05
threshold=0.078765000000000016 -0.076384999999999995 0.10005000000000001 -0.080719999999999986 -0.018494999999999998 0.033845000000000007
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=-3.5720873538111044e-05 -0.00025510541495121899 0.00023810052854133522 0.00048314828056885551 0.00026532629554236551 -0.00038703314777222898 -8.8316863551991185e-05
leaf_weight=0.0011843168749228895 0.0010093179351870494 0.0010259741639830171 0.0010894422525665828 0.0010445916217887517 0.0017001949546590484 0.0013554645133424725
leaf_count=809 516 247 251 569 503 226
internal_value=0 3.07781e-05 0.000212889 -4.99977e-05 -0.000122086 6.56015e-05
internal_weight=0 0.00739998 0.00227376 0.00512623 0.00410025 0.00240006
internal_count=3121 2605 1060 1545 1298 795
is_linear=0
shrinkage=0.00196078


Tree=7890
num_leaves=6
num_cat=0
split_feature=1 48 4 16 4
split_gain=1.3772e-05 3.79853e-05 4.29027e-05 2.97814e-05 2.25758e-05
threshold=0.111945 0.08975000000000001 -1.0000000180025095e-35 -0.018494999999999998 0.19806500000000002
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -2
right_child=4 -3 -4 -5 -6
leaf_value=0.012408143942637125 -0.0030365193796532135 0.013458210095670088 -0.020677911880817201 -0.00821054913822351 0.016372341692045503
leaf_weight=0.0011758258244845038 0.0012443074699861117 0.0011473196887186194 0.0015041362580000958 0.0017329929432127913 0.001156129953606937
leaf_count=1038 213 306 512 768 284
internal_value=0 -0.00275176 -0.00696617 0.000124103 0.00631143
internal_weight=0 0.00556027 0.00441296 0.00290882 0.00240044
internal_count=3121 2624 2318 1806 497
is_linear=0
shrinkage=0.1


Tree=7891
num_leaves=7
num_cat=0
split_feature=11 13 0 1 0 4
split_gain=5.73488e-05 3.27616e-05 5.23054e-05 4.41167e-05 4.10919e-05 3.61921e-05
threshold=0.076270000000000018 -0.084034999999999985 -0.019414999999999998 0.083345000000000016 -0.099059999999999995 0.25615500000000008
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=-5.8330612875074701e-06 -0.00044391357652697497 0.00018241281878571343 0.0003445057058871178 0.00053991086089418721 -0.00037842795921475762 -0.00027290057637194173
leaf_weight=0.0012075850613405856 0.0010039514870909703 0.0018308851536786024 0.0011575314043998329 0.001077746934593653 0.0015716711531954751 0.0010596757531093964
leaf_count=532 232 240 216 312 1485 104
internal_value=0 5.35915e-05 -2.69046e-05 0.000251536 -0.000123251 1.54955e-05
internal_weight=0 0.0079051 0.00561976 0.00228533 0.00446223 0.00289056
internal_count=3121 2889 2045 844 1829 344
is_linear=0
shrinkage=0.00196078


Tree=7892
num_leaves=6
num_cat=0
split_feature=4 42 43 4 16
split_gain=1.13206e-05 1.82357e-05 4.5009e-05 3.52564e-05 2.22307e-05
threshold=0.24564500000000003 -1.0000000180025095e-35 -0.084004999999999982 -0.059649999999999988 -0.070454999999999976
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.013976540164161911 0.006691052625884937 0.018803930871298852 -0.016266077110299301 -0.0071838215077399863 0.012162122760272238
leaf_weight=0.0010708300869847857 0.001911061355752715 0.0010497100654176797 0.0015462133813454637 0.001115343832862968 0.0012706961776410449
leaf_count=797 426 391 704 283 520
internal_value=0 -0.00213731 0.000407426 -0.0045035 0.00311895
internal_weight=0 0.00605279 0.00498196 0.00393225 0.00238604
internal_count=3121 2695 1898 1507 803
is_linear=0
shrinkage=0.1


Tree=7893
num_leaves=7
num_cat=0
split_feature=13 16 133 16 1 16
split_gain=1.14039e-05 5.54687e-05 3.6538e-05 4.28502e-05 5.58104e-05 3.28963e-05
threshold=0.11217000000000001 0.22339500000000004 0.061605000000000007 -0.008904999999999998 0.094465000000000007 -0.29154999999999992
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=-0.02326305236680376 0.0085339855567758624 -0.023294723985991941 0.018979609003062212 0.015390672224678643 -0.0091582480457429605 0.0156196679102349
leaf_weight=0.0013285635952932006 0.0013038905203039694 0.0010084753745114037 0.0010517623115148091 0.00111295965121794 0.0011086206185933777 0.0010370381516636548
leaf_count=906 217 401 885 339 190 183
internal_value=0 -0.00169422 0.00216884 -0.00168558 -0.00715593 0.0028174
internal_weight=0 0.00664742 0.00563894 0.00458718 0.00347422 0.00214566
internal_count=3121 2904 2503 1618 1279 373
is_linear=0
shrinkage=0.1


Tree=7894
num_leaves=7
num_cat=0
split_feature=16 47 4 2 4 0
split_gain=2.41463e-05 5.01966e-05 5.26138e-05 4.33022e-05 4.43417e-05 4.11981e-05
threshold=-0.5048999999999999 0.10783500000000001 0.055260000000000011 0.10981000000000002 -0.35136499999999998 -0.084269999999999984
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=0.00023799864268290414 -0.00046943453525356518 0.00035172315995151044 -0.00045865451239651792 0.00033451404517830321 -0.00021051530470416892 0.0002530782321656379
leaf_weight=0.0013090228087264911 0.001016133730998832 0.0010252380030569899 0.001354497526752688 0.0010333510652044487 0.0015835005231161399 0.0013786343869081829
leaf_count=222 172 154 425 265 920 963
internal_value=0 -5.09288e-05 -0.000115774 -2.31036e-05 -0.000115994 5.25002e-06
internal_weight=0 0.00739136 0.00636612 0.00501162 0.00397827 0.00296213
internal_count=3121 2899 2745 2320 2055 1883
is_linear=0
shrinkage=0.00196078


Tree=7895
num_leaves=7
num_cat=0
split_feature=11 2 4 0 12 4
split_gain=4.48219e-05 4.09304e-05 6.3518e-05 4.91525e-05 9.48943e-05 2.65454e-05
threshold=1.0000000180025095e-35 0.098260000000000014 0.033845000000000007 -0.053834999999999994 0.088305000000000008 0.0049200000000000008
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=-0.00044752526870139392 -0.00039665103583996607 0.0004698543737331349 -7.5755020549689143e-05 -0.00041851251061917304 0.00045655726232391261 2.9271909830829382e-06
leaf_weight=0.0010084345530318455 0.0010123005146717391 0.0017115895701085239 0.0015754065340871633 0.0012041417251365157 0.0013017851127910493 0.0010034979774784115
leaf_count=831 244 407 405 194 862 178
internal_value=0 4.18818e-05 0.000208352 -7.92347e-05 4.40523e-05 -0.000222852
internal_weight=0 0.00780486 0.003287 0.00451786 0.00331372 0.00201193
internal_count=3121 2877 812 2065 1871 1009
is_linear=0
shrinkage=0.00196078


Tree=7896
num_leaves=7
num_cat=0
split_feature=16 47 4 3 13 43
split_gain=1.14453e-05 2.3686e-05 3.47601e-05 4.37447e-05 3.41816e-05 5.60358e-05
threshold=-0.5048999999999999 0.10254000000000001 0.055260000000000011 0.090900000000000009 -0.033284999999999988 -0.053764999999999993
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=0.0089345633198167056 -0.021030695405956423 0.012025993037438001 -0.019509136009558042 0.014841184811754555 0.017090476026423926 -0.015838161942032282
leaf_weight=0.001208106151424586 0.0010852624625343628 0.0010684594440557886 0.0011764518795758941 0.0013521945916809813 0.0010500643113171197 0.0010176219034177269
leaf_count=222 1143 209 417 177 433 520
internal_value=0 -0.00163393 -0.00420276 -0.000205724 -0.00665884 0.000884485
internal_weight=0 0.00675005 0.0056816 0.00450514 0.00315295 0.00206769
internal_count=3121 2899 2690 2273 2096 953
is_linear=0
shrinkage=0.1


Tree=7897
num_leaves=6
num_cat=0
split_feature=42 160 151 16 2
split_gain=1.11888e-05 3.3177e-05 4.32439e-05 6.01828e-05 4.51573e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 0.16703000000000004 0.086885000000000004
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0085988883844426104 -0.011249877145026121 -0.012414683880302962 0.0012511139353697093 -0.010011748342670546 0.02687061034693472
leaf_weight=0.0012777562573976419 0.0015405182691477365 0.0010678653250700823 0.0010813889220299259 0.0010800361697924374 0.0018912299844994697
leaf_count=862 828 300 406 278 447
internal_value=0 0.00161695 0.00548795 0.0102053 0.0175507
internal_weight=0 0.00666104 0.00512052 0.00405266 0.00297262
internal_count=3121 2259 1431 1131 853
is_linear=0
shrinkage=0.1


Tree=7898
num_leaves=7
num_cat=0
split_feature=131 13 47 16 16 0
split_gain=2.68327e-05 3.57115e-05 3.86163e-05 7.06234e-05 5.83243e-05 0.000107406
threshold=0.078765000000000016 -0.23438999999999996 0.10621500000000002 -0.27167499999999994 0.0065250000000000004 -0.11242999999999999
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=0.00038168205853177729 -0.00029840170996717522 0.00044833867889807345 -0.00035020534085972919 0.00012935985218939582 0.00019791202711416525 -0.00068291922022821049
leaf_weight=0.0010062595734146775 0.0010393205039087323 0.0013192034029487791 0.0011009882831367638 0.0012929846293785908 0.0018125642537491103 0.0012130041736164701
leaf_count=138 516 270 124 168 565 1340
internal_value=0 3.71277e-05 -1.43228e-05 5.12712e-05 -7.00224e-05 -0.000263817
internal_weight=0 0.007745 0.00673874 0.00563776 0.00431855 0.00250599
internal_count=3121 2605 2467 2343 2073 1508
is_linear=0
shrinkage=0.00196078


Tree=7899
num_leaves=6
num_cat=0
split_feature=0 16 151 2 4
split_gain=1.10713e-05 3.0179e-05 3.28856e-05 5.74434e-05 2.97236e-05
threshold=-0.060129999999999996 -0.056919999999999991 -0.0077149999999999988 0.09142500000000002 -0.35136499999999998
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -2
right_child=4 -3 3 -5 -6
leaf_value=-0.012967854364862561 -0.0062834969866889289 -0.014213289086611906 -0.0057813718743938303 0.023850686432444347 0.014758241701089778
leaf_weight=0.0010161862359647812 0.0012335936067743303 0.0015883143211879035 0.0013845923899775067 0.0012401898708771467 0.0014729034493305869
leaf_count=179 227 1068 893 408 346
internal_value=0 -0.00271134 0.00230619 0.00821955 0.00516763
internal_weight=0 0.00522928 0.00364097 0.00262478 0.0027065
internal_count=3121 2548 1480 1301 573
is_linear=0
shrinkage=0.1


Tree=7900
num_leaves=6
num_cat=0
split_feature=484 42 15 15 15
split_gain=1.21178e-05 1.87029e-05 3.32029e-05 5.26583e-05 7.16351e-05
threshold=0.073690000000000019 -1.0000000180025095e-35 0.040760000000000005 -0.031204999999999997 -0.095869999999999983
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.013020154192114565 0.010127984849920061 -0.0081890930658704061 0.016062196807037809 -0.018388186476770759 0.022819474726646676
leaf_weight=0.0011749509425151078 0.0010243235659656638 0.0018222361196772031 0.001144900102848615 0.0014937864665014247 0.0012602597492609537
leaf_count=806 394 396 643 362 520
internal_value=0 -0.00152846 0.000831575 -0.00297884 0.00448857
internal_weight=0 0.00689613 0.00572118 0.00457628 0.0030825
internal_count=3121 2727 1921 1278 916
is_linear=0
shrinkage=0.1


Tree=7901
num_leaves=5
num_cat=0
split_feature=0 47 49 3
split_gain=1.23518e-05 2.51598e-05 3.7192e-05 2.31527e-05
threshold=-0.019414999999999998 1.0000000180025095e-35 -0.054319999999999993 -0.0080949999999999998
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=-0.012241865867106346 0.006895666650341155 -0.011579207843181 -0.00013586810119174114 0.018144240052549717
leaf_weight=0.0012259928559651022 0.0019471627815628731 0.0019543126886910553 0.001438006570570981 0.0013370933512123974
leaf_count=303 365 414 1777 262
internal_value=0 -0.00227905 0.00226356 0.00867182
internal_weight=0 0.00595541 0.00400109 0.0027751
internal_count=3121 2756 2342 2039
is_linear=0
shrinkage=0.1


Tree=7902
num_leaves=7
num_cat=0
split_feature=52 13 2 2 48 12
split_gain=1.0589e-05 2.79911e-05 2.19728e-05 2.05243e-05 3.77039e-05 2.79052e-05
threshold=0.11434500000000002 -0.084034999999999985 0.10005000000000001 0.11177500000000001 0.083985000000000018 0.051320000000000005
decision_type=2 2 2 2 2 2
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right_child=-2 3 -4 -5 -6 -7
leaf_value=0.00097508673256846727 -0.0092869753874526093 0.0040874764648045443 0.021311530783857641 -0.015350064805651384 0.016981708606798731 -0.016450048990884543
leaf_weight=0.0010828924197298544 0.001065738171773925 0.0013948865286628807 0.0010430310318888482 0.0010299011253362992 0.0010183371052814591 0.0012584851469973344
leaf_count=589 501 245 187 292 263 1044
internal_value=0 0.00143067 0.0109527 -0.00287487 0.000624376 -0.0056534
internal_weight=0 0.00682753 0.00212592 0.00470161 0.00367171 0.00265337
internal_count=3121 2620 776 1844 1552 1289
is_linear=0
shrinkage=0.1


Tree=7903
num_leaves=7
num_cat=0
split_feature=131 13 2 457 1 1
split_gain=1.88472e-05 3.3061e-05 3.81645e-05 2.80119e-05 3.50096e-05 8.50184e-05
threshold=0.078765000000000016 -0.076384999999999995 0.10005000000000001 0.045365000000000009 0.111945 0.086560000000000012
decision_type=2 2 2 2 2 2
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right_child=-2 3 -4 -5 -6 -7
leaf_value=-1.4650988275572172e-05 -0.0002484708533650352 7.6568909987880556e-05 0.00048732680522545104 0.00023201668045442399 0.00012729353137893676 -0.00061404727937829171
leaf_weight=0.0012083039354474664 0.0010381338803990342 0.0014283168922278044 0.0011239639045994326 0.0010508580823833311 0.0013880007515697495 0.0013174742714857834
leaf_count=809 516 791 251 173 189 392
internal_value=0 3.33791e-05 0.000227262 -5.38371e-05 -0.000126505 -0.0002548
internal_weight=0 0.00751692 0.00233227 0.00518465 0.00413379 0.00274579
internal_count=3121 2605 1060 1545 1372 1183
is_linear=0
shrinkage=0.00196078


Tree=7904
num_leaves=5
num_cat=0
split_feature=4 52 15 3
split_gain=1.08073e-05 1.57854e-05 3.85992e-05 5.44428e-05
threshold=0.24564500000000003 0.091275000000000009 -0.016799999999999995 -0.084074999999999997
decision_type=2 2 2 2
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right_child=-2 -3 3 -5
leaf_value=-0.01593475220390483 0.006563170619726365 0.0064465517576753938 -0.014338199265851613 0.01551929709870324
leaf_weight=0.0018985416368664104 0.0018972157291491159 0.0015893214271460593 0.0010536252695747706 0.0014527688808175681
leaf_count=871 426 629 673 522
internal_value=0 -0.00209672 -0.00517917 0.00296795
internal_weight=0 0.00599426 0.00440494 0.00250639
internal_count=3121 2695 2066 1195
is_linear=0
shrinkage=0.1


Tree=7905
num_leaves=7
num_cat=0
split_feature=50 484 43 43 48 3
split_gain=2.2382e-05 2.98633e-05 3.61784e-05 5.50021e-05 5.23872e-05 2.85925e-05
threshold=0.088425000000000017 0.073690000000000019 -0.14968999999999996 -0.00067499999999999993 0.085130000000000025 0.088060000000000013
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 4 -6 -7
leaf_value=0.00026085942447133872 -0.00027794410465388324 0.00034342106079775968 -0.00045430410024916253 0.00040756094936034989 -0.00025778136940908471 -2.6941385166971483e-05
leaf_weight=0.0014205446626269057 0.0010102774596171225 0.0010281753628171323 0.0012297123941496482 0.0012585851916413798 0.0015540702922624727 0.0010835867625060033
leaf_count=212 560 342 1190 487 176 154
internal_value=0 3.27595e-05 -1.60321e-05 -9.27665e-05 2.13402e-05 0.000206542
internal_weight=0 0.00757467 0.0065465 0.00512595 0.00389624 0.00234217
internal_count=3121 2561 2219 2007 817 641
is_linear=0
shrinkage=0.00196078


Tree=7906
num_leaves=7
num_cat=0
split_feature=11 43 2 3 12 3
split_gain=4.05042e-05 5.01111e-05 6.0419e-05 4.93501e-05 4.37838e-05 2.74191e-05
threshold=0.076920000000000002 -0.04890499999999999 0.089885000000000007 0.12178000000000001 0.051320000000000005 0.092670000000000016
decision_type=2 2 2 2 2 2
left_child=1 4 -3 5 -1 -4
right_child=-2 2 3 -5 -6 -7
leaf_value=0.00056936023322836401 -0.0003777814124344149 -0.00041884921082176581 4.0821086596514547e-05 -0.00020479437436657309 6.1686844169488305e-05 0.000488304054664195
leaf_weight=0.0010423263057963708 0.0010060450655720006 0.0014217463634600617 0.0011099374914627395 0.0015841101471220334 0.0017492336486552302 0.0010014531094903051
leaf_count=286 226 818 423 176 1091 101
internal_value=0 3.99266e-05 -7.53514e-05 5.68003e-05 0.000251244 0.000253067
internal_weight=0 0.00790881 0.00511725 0.0036955 0.00279156 0.00211139
internal_count=3121 2895 1518 700 1377 524
is_linear=0
shrinkage=0.00196078


Tree=7907
num_leaves=7
num_cat=0
split_feature=11 12 12 3 1 1
split_gain=5.42297e-05 4.27751e-05 3.61849e-05 5.53951e-05 3.79276e-05 5.26583e-05
threshold=0.076920000000000002 0.097825000000000009 0.084100000000000022 0.12178000000000001 0.10557500000000002 0.086560000000000012
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=0.00033240014619281073 -0.00044097861420199256 0.00035327903212610008 -0.00028034858028375749 -0.00030368406416908278 0.00046047805091248913 -0.00023888555035156612
leaf_weight=0.0012050051503392969 0.0010133612514678239 0.0013886640296737812 0.0016148413417608892 0.0012245276486078801 0.0012201209637291393 0.0012784722271269398
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internal_value=0 4.07195e-05 -2.56174e-05 5.78526e-05 0.000177388 3.83073e-05
internal_weight=0 0.00793163 0.00654297 0.00492813 0.0037036 0.00248348
internal_count=3121 2895 2462 1008 819 556
is_linear=0
shrinkage=0.00196078


Tree=7908
num_leaves=7
num_cat=0
split_feature=50 12 4 2 151 16
split_gain=4.14287e-05 3.03389e-05 4.058e-05 3.50579e-05 5.82787e-05 5.63001e-05
threshold=0.088425000000000017 0.09202500000000001 0.09173000000000002 0.089885000000000007 -0.0083949999999999979 0.037555000000000005
decision_type=2 2 2 2 2 2
left_child=1 3 -3 -1 -5 -6
right_child=-2 2 -4 4 5 -7
leaf_value=-0.00024521659069474955 -0.00037742233560597355 -6.0640478664141573e-06 0.00052829546548531286 -0.00030894564282722648 0.00047968974294444896 -0.00010949036369611184
leaf_weight=0.0019594349307857683 0.0010192729325833707 0.0011969067755702367 0.0010053299811091107 0.0010511613109665066 0.0015250093341920648 0.0010548724285058873
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internal_value=0 4.29438e-05 0.000237873 -3.38441e-05 8.02197e-05 0.000238783
internal_weight=0 0.00779271 0.00220224 0.00559048 0.00363104 0.00257988
internal_count=3121 2561 775 1786 707 508
is_linear=0
shrinkage=0.00196078


Tree=7909
num_leaves=7
num_cat=0
split_feature=157 160 42 52 49 4
split_gain=1.63636e-05 8.05294e-05 4.46608e-05 3.90589e-05 6.3133e-05 4.78773e-05
threshold=-0.062424999999999994 -1.0000000180025095e-35 -1.0000000180025095e-35 0.077655000000000016 -0.047584999999999995 0.076415000000000025
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=0.00023145069348895863 -0.0005231429541353908 -0.00030605613045117853 0.00037144172330374326 0.00039339051168814745 -0.00047637343580821269 7.1965027048456932e-05
leaf_weight=0.0010060654612803772 0.0011071042927657962 0.0011202883082442354 0.0012899033820114366 0.0014945375812909631 0.0010699435843726968 0.0014309640139666406
leaf_count=463 652 714 217 330 503 242
internal_value=0 -3.48338e-05 4.9562e-05 0.000124939 1.91016e-05 -0.000162626
internal_weight=0 0.00751274 0.00640564 0.00528535 0.00379081 0.00250091
internal_count=3121 2658 2006 1292 962 745
is_linear=0
shrinkage=0.00196078


Tree=7910
num_leaves=6
num_cat=0
split_feature=43 3 52 16 0
split_gain=1.17987e-05 3.43738e-05 2.30213e-05 4.13649e-05 2.71006e-05
threshold=-0.04890499999999999 -0.077774999999999983 -0.069804999999999992 -0.008904999999999998 -0.10474999999999998
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.0039507896300998791 -0.014631347706207071 0.018228638874371761 -0.013246862517070716 0.01800614510469498 0.0071607872041653461
leaf_weight=0.0017228732231719724 0.0012663177618537232 0.0011755227876827927 0.0017040161073350482 0.0010333084004552294 0.0010527265633457348
leaf_count=960 359 495 281 165 861
internal_value=0 0.00504468 -0.00295796 0.000942305 -0.00545372
internal_weight=0 0.0028984 0.00505637 0.00379005 0.00275674
internal_count=3121 1455 1666 1307 1142
is_linear=0
shrinkage=0.1


Tree=7911
num_leaves=7
num_cat=0
split_feature=11 3 1 3 3 1
split_gain=4.65009e-05 4.1736e-05 6.22156e-05 6.68636e-05 4.53817e-05 1.29928e-05
threshold=0.076920000000000002 -0.10831999999999999 0.10089500000000001 -0.0080949999999999998 0.11296500000000002 0.085345000000000018
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -5
right_child=-2 2 4 5 -6 -7
leaf_value=0.00040880579874406372 -0.00040533979229590732 -0.00049376820098455312 0.0004184015774427169 0.0002001342321688347 -4.5480829852828278e-05 -0.00011095023846159718
leaf_weight=0.0010429576015129954 0.0010004093160323147 0.0015671926876052837 0.0016132060010739407 0.0010243866851440031 0.0016301654146123066 0.0010404725495012567
leaf_count=183 226 1839 401 121 218 133
internal_value=0 4.33091e-05 -1.21344e-05 -0.000188394 0.000185248 4.33803e-05
internal_weight=0 0.00791838 0.00687542 0.00363205 0.00324337 0.00206486
internal_count=3121 2895 2712 2093 619 254
is_linear=0
shrinkage=0.00196078


Tree=7912
num_leaves=7
num_cat=0
split_feature=49 15 16 13 2 42
split_gain=1.95873e-05 3.07788e-05 2.81299e-05 5.43605e-05 7.71373e-05 7.63934e-05
threshold=-0.043469999999999995 -0.040804999999999994 0.38525000000000004 0.0076650000000000008 0.10613000000000002 0.075730000000000006
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=0.00040371595484984158 0.00043945589279606098 -7.6026161322366442e-05 0.00024069381980700139 -0.00050175236004695943 -0.00033924218619568465 -0.00024017017768085262
leaf_weight=0.0010188514435921535 0.0017267008519191232 0.0010379551549588048 0.0010269990781599158 0.001105539129585182 0.0017371475758261399 0.0010065584209432753
leaf_count=226 700 199 300 349 329 1018
internal_value=0 0.000161617 -5.75144e-05 -0.00011244 -1.61619e-05 0.000189175
internal_weight=0 0.00205681 0.00660295 0.00557595 0.00447041 0.00273326
internal_count=3121 425 2696 2396 2047 1718
is_linear=0
shrinkage=0.00196078


Tree=7913
num_leaves=5
num_cat=0
split_feature=49 43 12 1
split_gain=1.2347e-05 1.86788e-05 3.42699e-05 3.44044e-05
threshold=-0.047584999999999995 -0.17390999999999998 0.092355000000000007 0.094465000000000007
decision_type=2 2 2 2
left_child=-1 -2 3 -3
right_child=1 2 -4 -5
leaf_value=0.0072005644374382718 0.0096225554500320859 -0.0098078622668823882 -0.020031415260490598 0.0089346497877337977
leaf_weight=0.0018150567317740153 0.0011003776064047134 0.0019342240212286707 0.0011378835878592458 0.0019839870850616491
leaf_count=403 177 1341 767 433
internal_value=0 -0.00218459 -0.00475422 -0.000317587
internal_weight=0 0.00615647 0.00505609 0.00391821
internal_count=3121 2718 2541 1774
is_linear=0
shrinkage=0.1


Tree=7914
num_leaves=6
num_cat=0
split_feature=52 12 1 3 2
split_gain=1.25256e-05 2.85795e-05 3.63669e-05 5.64288e-05 3.0379e-05
threshold=0.11434500000000002 0.097825000000000009 0.11181500000000001 0.088060000000000013 0.086885000000000004
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.015447151877916102 -0.010069665699965091 0.014302734336433585 -0.016062406755028534 0.022165088957335502 0.0046979134270455367
leaf_weight=0.0013357555439471968 0.0010774042556011103 0.00139571039882295 0.0013376838041493548 0.0011125972171135839 0.0017029066402001604
leaf_count=887 501 409 311 150 863
internal_value=0 0.00152562 -0.0017233 0.00289727 -0.00415759
internal_weight=0 0.00688465 0.00548894 0.00415126 0.00303866
internal_count=3121 2620 2211 1900 1750
is_linear=0
shrinkage=0.1


Tree=7915
num_leaves=7
num_cat=0
split_feature=484 49 52 2 3 4
split_gain=1.24781e-05 1.69404e-05 3.87385e-05 6.0055e-05 6.7812e-05 1.09813e-05
threshold=0.073690000000000019 -0.081404999999999991 0.10744000000000002 0.10613000000000002 -1.0000000180025095e-35 -0.075889999999999999
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=0.0098873394440265883 0.010225886197427756 -0.0041267286473667753 0.01393332343658259 -0.024143177513712585 0.017737184200159559 -0.018933617194681729
leaf_weight=0.0010877738037185043 0.0010306672914421498 0.0010010823213579189 0.0010257914367178692 0.00149061456953117 0.0013081173343020397 0.0010024050495160649
leaf_count=213 394 767 400 464 156 727
internal_value=0 -0.00156863 -0.00370684 -0.00747492 2.77719e-05 -0.0115351
internal_weight=0 0.00691578 0.00582801 0.00480222 0.0033116 0.00200349
internal_count=3121 2727 2514 2114 1650 1494
is_linear=0
shrinkage=0.1


Tree=7916
num_leaves=7
num_cat=0
split_feature=52 13 2 13 2 4
split_gain=1.33071e-05 2.61086e-05 2.01824e-05 1.87895e-05 5.23287e-05 3.90068e-05
threshold=0.11434500000000002 -0.084034999999999985 0.097845000000000015 0.05868000000000001 0.084245000000000014 0.0061450000000000003
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=0.00046800701763015297 -0.010365607807931379 0.01109268314742857 0.019963741886450989 0.0070167164424098155 -0.030090995525308063 -0.0033222143730812963
leaf_weight=0.0010042902972957003 0.0010776066692698653 0.0010986377625030858 0.0011267359269109913 0.0014284176539405891 0.0010089993730966447 0.0011821005883265907
leaf_count=578 501 506 198 347 689 302
internal_value=0 0.00158917 0.010776 -0.00256018 -0.00671851 -0.0156492
internal_weight=0 0.00684918 0.00213103 0.00471816 0.00328974 0.0021911
internal_count=3121 2620 776 1844 1497 991
is_linear=0
shrinkage=0.1


Tree=7917
num_leaves=6
num_cat=0
split_feature=1 0 42 48 16
split_gain=1.28894e-05 2.8712e-05 2.58365e-05 4.06756e-05 3.12714e-05
threshold=0.077565000000000009 0.10455500000000001 0.08623500000000002 0.086260000000000017 -0.078844999999999985
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=-0.016689393644116837 0.019847736048415263 0.0058784419056444716 0.014653761719963701 -0.014492079983354555 -0.0021325126657742461
leaf_weight=0.0012355039987602279 0.0010197237094413689 0.0010368448521927351 0.0013398358793554263 0.0015066571294298226 0.0017720982139509259
leaf_count=1571 286 65 538 227 434
internal_value=0 -0.00639197 0.00252899 -0.00125031 0.00589586
internal_weight=0 0.00227235 0.00563831 0.00429848 0.00279182
internal_count=3121 1636 1485 947 720
is_linear=0
shrinkage=0.1


Tree=7918
num_leaves=6
num_cat=0
split_feature=484 42 49 0 16
split_gain=1.23282e-05 1.8203e-05 2.75728e-05 4.44414e-05 4.02923e-05
threshold=0.073690000000000019 -1.0000000180025095e-35 -0.047584999999999995 -0.10474999999999998 0.15891500000000003
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.012898192438532345 0.010215766844815139 0.012210539747560001 -0.015460953920493568 0.016452354135688727 -0.0098599872047837531
leaf_weight=0.0011730721521642923 0.0010223348583426719 0.0015402999420847966 0.001770284356801865 0.0013906189892567155 0.0010008124218575771
leaf_count=806 394 309 281 1041 290
internal_value=0 -0.00155372 0.000780174 -0.00345034 0.00544066
internal_weight=0 0.00687509 0.00570202 0.00416172 0.00239143
internal_count=3121 2727 1921 1612 1331
is_linear=0
shrinkage=0.1


Tree=7919
num_leaves=6
num_cat=0
split_feature=1 48 15 0 42
split_gain=1.25168e-05 3.19677e-05 5.09751e-05 2.22028e-05 1.60975e-05
threshold=0.111945 0.083985000000000018 -0.0063699999999999989 -0.11756999999999999 1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 2 -1 -2 -4
right_child=3 -3 4 -5 -6
leaf_value=-0.02636582970280197 -0.00427110209405038 0.0095095818121315318 0.0048512581344495728 0.015066797434476864 -0.010766280683851704
leaf_weight=0.0010453378355482559 0.0011153213953925241 0.0015516881510692542 0.0018869432627104997 0.0012695728475876182 0.0010149908584111548
leaf_count=794 145 446 731 352 653
internal_value=0 -0.00265121 -0.00743167 0.00602322 -0.000611188
internal_weight=0 0.00549896 0.00394727 0.00238489 0.00290193
internal_count=3121 2624 2178 497 1384
is_linear=0
shrinkage=0.1


Tree=7920
num_leaves=6
num_cat=0
split_feature=4 42 43 0 0
split_gain=1.36161e-05 1.64745e-05 3.85798e-05 3.66408e-05 3.236e-05
threshold=0.24564500000000003 -1.0000000180025095e-35 -0.074359999999999996 -0.084144999999999984 -0.20211999999999997
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.013645134106701026 0.0073636185303364611 0.014003977098661614 -0.0094268675707219977 -0.018117258603539941 0.015399094927706117
leaf_weight=0.001064460054089938 0.0018938566427346521 0.0014158552986770932 0.0010675098518922246 0.0013962336885938028 0.0010332315958050554
leaf_count=797 426 785 100 618 395
internal_value=0 -0.00236653 7.71929e-05 -0.00556148 0.00278357
internal_weight=0 0.00597729 0.00491283 0.00349698 0.00210074
internal_count=3121 2695 1898 1113 495
is_linear=0
shrinkage=0.1


Tree=7921
num_leaves=7
num_cat=0
split_feature=42 49 3 47 15 0
split_gain=3.1015e-05 3.21821e-05 3.84408e-05 3.50048e-05 4.02029e-05 6.37862e-05
threshold=0.091735000000000025 -0.00064499999999999985 0.090900000000000009 0.10254000000000001 -0.10203999999999998 -0.083914999999999976
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=-0.00041067249691132004 -0.00028684313283180567 -0.00029650844384993333 0.00011311664145477285 0.00043798709220416122 0.00051784931422784136 -6.3742877202149244e-05
leaf_weight=0.0011157982378131436 0.0012831684963362398 0.001006831975909955 0.0010415199510778001 0.0010981693613185276 0.0011608489986226706 0.0019311147697492429
leaf_count=439 667 288 132 142 647 806
internal_value=0 4.35237e-05 -0.000157795 0.000127093 4.37972e-05 0.00015461
internal_weight=0 0.00735428 0.00215732 0.00519697 0.0040988 0.00309196
internal_count=3121 2454 571 1883 1741 1453
is_linear=0
shrinkage=0.00196078


Tree=7922
num_leaves=6
num_cat=0
split_feature=42 49 1 15 4
split_gain=1.32441e-05 2.60203e-05 2.59182e-05 4.43595e-05 1.63788e-05
threshold=0.091735000000000025 -0.00064499999999999985 0.111945 -0.037864999999999989 -0.10429499999999998
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.0080321850786737158 -0.0099532625406516147 -0.01580926876965447 0.017968888906254751 0.0011169297058966098 0.017550586185668723
leaf_weight=0.0019597092136555841 0.0011483125952495288 0.0010633929214395842 0.0012582501552637275 0.0013211664759676979 0.0011211230722855624
leaf_count=571 667 566 234 247 836
internal_value=0 0.00166713 0.00565707 0.00123815 0.00866073
internal_weight=0 0.00672364 0.00476393 0.00350568 0.00244229
internal_count=3121 2454 1883 1649 1083
is_linear=0
shrinkage=0.1


Tree=7923
num_leaves=6
num_cat=0
split_feature=11 2 3 0 12
split_gain=4.69593e-05 4.66954e-05 5.06786e-05 4.99883e-05 9.14515e-05
threshold=1.0000000180025095e-35 0.098260000000000014 0.12178000000000001 -0.053834999999999994 0.088305000000000008
decision_type=2 2 2 2 2
left_child=1 3 -3 4 -1
right_child=-2 2 -4 -5 -6
leaf_value=-0.00023149310949211352 -0.00041044048136964383 0.00043844717585284364 -5.272766698201603e-05 -0.00043629856553851885 0.000436061809483522
leaf_weight=0.0019785661304984117 0.0010003158408919176 0.0018088903170163872 0.0014590728794404728 0.0011758371982702217 0.0013123138790176766
leaf_count=1009 244 637 175 194 862
internal_value=0 4.10332e-05 0.000219149 -8.92805e-05 3.47097e-05
internal_weight=0 0.00773468 0.00326796 0.00446672 0.00329088
internal_count=3121 2877 812 2065 1871
is_linear=0
shrinkage=0.00196078


Tree=7924
num_leaves=6
num_cat=0
split_feature=52 0 0 2 4
split_gain=1.25844e-05 2.07573e-05 3.82844e-05 4.80575e-05 3.65241e-05
threshold=0.11434500000000002 -0.077999999999999986 -0.10607499999999999 0.11215000000000001 -0.35136499999999998
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -3
right_child=-2 4 -4 -5 -6
leaf_value=0.012308745362033682 -0.010125571316450824 -0.0057807997457435265 -0.019357583196242929 -0.013687463389733638 0.017944041429316503
leaf_weight=0.0019327241100222312 0.0010679469881005304 0.001087941966317283 0.001053883524717413 0.0011250705904910984 0.0016079208734611377
leaf_count=314 501 202 1269 154 681
internal_value=0 0.00155017 -0.00292109 0.00274382 0.00836965
internal_weight=0 0.00680754 0.00411168 0.00305779 0.00269586
internal_count=3121 2620 1737 468 883
is_linear=0
shrinkage=0.1


Tree=7925
num_leaves=7
num_cat=0
split_feature=11 2 16 0 12 4
split_gain=4.20592e-05 3.06584e-05 5.1267e-05 5.05693e-05 7.5695e-05 4.7152e-05
threshold=1.0000000180025095e-35 0.098260000000000014 -0.074319999999999983 -0.053834999999999994 0.088305000000000008 0.0049200000000000008
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=-0.00047451702165085709 -0.0003812439714360512 -9.2951941869126635e-05 0.00040134895919274497 -0.00041074964810430137 0.00043095590696373931 0.00012390311154006532
leaf_weight=0.0010103407736762504 0.0010080602948899786 0.0014178481115105068 0.0018715544434152933 0.0011734111819945393 0.0013045984642521108 0.0010145855157056701
leaf_count=831 244 344 468 194 862 178
internal_value=0 4.43881e-05 0.000188288 -6.07309e-05 6.26248e-05 -0.00017468
internal_weight=0 0.00779234 0.0032894 0.00450294 0.00332952 0.00202493
internal_count=3121 2877 812 2065 1871 1009
is_linear=0
shrinkage=0.00196078


Tree=7926
num_leaves=7
num_cat=0
split_feature=4 150 12 0 3 2
split_gain=1.30514e-05 1.79923e-05 1.92893e-05 4.24463e-05 7.98465e-05 3.28929e-05
threshold=0.27044500000000005 0.087170000000000011 -1.0000000180025095e-35 -0.082974999999999979 -0.088084999999999983 0.084055000000000005
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=-0.011812261942001257 0.008794243939766945 -0.013839398551907179 0.025931680945060084 0.013080460043902151 -0.024159901246386801 0.00083484323027182422
leaf_weight=0.0010432740877706452 0.0013811374815833046 0.0010583777806212856 0.0010658034207927363 0.0011210519954167786 0.0011836167682059162 0.0010239659037696702
leaf_count=223 365 258 323 403 814 735
internal_value=0 -0.00191038 0.000411443 0.00331345 -0.0060452 0.0136345
internal_weight=0 0.00649609 0.00543771 0.00439444 0.00230467 0.00208977
internal_count=3121 2756 2498 2275 1217 1058
is_linear=0
shrinkage=0.1


Tree=7927
num_leaves=6
num_cat=0
split_feature=3 457 3 12 2
split_gain=1.24718e-05 2.2909e-05 3.85452e-05 3.76294e-05 3.39074e-05
threshold=0.13524500000000003 0.069910000000000014 0.088060000000000013 0.09334000000000002 0.086590000000000014
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.0054902663540869904 0.0094685954434649052 0.011456195283773422 -0.020046887680443676 -0.013625331122778851 0.015936535534701379
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leaf_count=905 192 246 135 788 855
internal_value=0 -0.00170115 -0.00430681 8.36908e-05 0.00637761
internal_weight=0 0.00668221 0.00557763 0.00436114 0.00298891
internal_count=3121 2929 2683 2548 1760
is_linear=0
shrinkage=0.1


Tree=7928
num_leaves=6
num_cat=0
split_feature=1 4 49 3 12
split_gain=1.46065e-05 2.7001e-05 2.05049e-05 3.41764e-05 2.93318e-05
threshold=0.090405000000000013 -0.15764999999999998 -0.047584999999999995 0.10732000000000001 0.089570000000000025
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=0.0054209522905686175 0.015770251749203046 -0.012665271193310469 0.019736439036082475 -0.012757703466306006 -0.0039933500053439559
leaf_weight=0.0014342397149703365 0.0010736800198479931 0.0019446026699061353 0.0010413513696189978 0.0013077768997434573 0.0010422338012012887
leaf_count=142 238 1858 295 187 401
internal_value=0 -0.00498809 0.0037264 -8.65925e-05 0.00786652
internal_weight=0 0.00337884 0.00446504 0.00339136 0.00208359
internal_count=3121 2000 1121 883 696
is_linear=0
shrinkage=0.1


Tree=7929
num_leaves=6
num_cat=0
split_feature=52 4 0 47 4
split_gain=2.27528e-05 7.23608e-05 5.49421e-05 3.53252e-05 5.07021e-05
threshold=0.10744000000000002 -0.27825499999999997 -0.062294999999999996 0.092530000000000015 0.0061450000000000003
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.00051560082585244942 0.00022694299665225847 -0.00020695084869008974 0.00040882627965646128 -0.00036949398447375348 0.00024707094596998562
leaf_weight=0.0010890250717187329 0.0013549284058056608 0.0018089299206753839 0.0012014994216686626 0.0010945395305618894 0.0019815464806752811
leaf_count=207 553 1429 287 215 430
internal_value=0 -5.01008e-05 3.31884e-05 -5.9202e-05 3.0398e-05
internal_weight=0 0.00717554 0.00608652 0.00488502 0.00379048
internal_count=3121 2568 2361 2074 1859
is_linear=0
shrinkage=0.00196078


Tree=7930
num_leaves=6
num_cat=0
split_feature=4 42 4 13 2
split_gain=1.34183e-05 1.73447e-05 2.61082e-05 3.77318e-05 3.19161e-05
threshold=0.27044500000000005 0.088465000000000002 0.055260000000000011 -0.0034749999999999994 0.090545000000000014
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.015346092801543323 0.0089398927259725872 -0.012498380212264107 -0.013165727176000131 -0.017396062250484217 0.0060558128236278411
leaf_weight=0.001756227058465237 0.0013753879860716554 0.001253600091892665 0.0010896348059511902 0.0010155362683864264 0.0013540304524596934
leaf_count=1037 365 818 209 347 345
internal_value=0 -0.00193679 0.000601832 0.00423789 -0.00399507
internal_weight=0 0.00646903 0.00521543 0.00412579 0.00236957
internal_count=3121 2756 1938 1729 692
is_linear=0
shrinkage=0.1


Tree=7931
num_leaves=5
num_cat=0
split_feature=1 12 0 3
split_gain=1.3675e-05 2.17409e-05 4.82025e-05 1.91533e-05
threshold=0.10293500000000001 0.088305000000000008 -0.10011499999999998 0.11296500000000002
decision_type=2 2 2 2
left_child=1 2 -1 -2
right_child=3 -3 -4 -5
leaf_value=0.003089960186204577 0.011250394752116685 0.0051911741681993648 -0.023408193572741279 -0.0040612164624744323
leaf_weight=0.0014880857604489372 0.0019405953831035804 0.0017183460409553302 0.0012744235498852558 0.0014109458689566885
leaf_count=274 523 1166 945 213
internal_value=0 -0.00364073 -0.00913439 0.00480445
internal_weight=0 0.00448086 0.00276251 0.00335154
internal_count=3121 2385 1219 736
is_linear=0
shrinkage=0.1


Tree=7932
num_leaves=6
num_cat=0
split_feature=50 4 12 0 49
split_gain=1.11456e-05 2.26885e-05 2.13428e-05 3.49948e-05 7.16024e-05
threshold=0.079410000000000008 0.27834500000000006 -1.0000000180025095e-35 -0.053834999999999994 -0.006494999999999999
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.013923782205466861 -0.0095875006919748859 0.014814712863242836 -0.0078801936800344374 -0.0099620798532222658 0.022946449726091632
leaf_weight=0.0010498330601175663 0.0010545878023395161 0.0010715182067126241 0.0014416191537078812 0.0016265454570891309 0.0015785299224599723
leaf_count=236 609 315 293 320 1348
internal_value=0 0.00146486 -0.00104625 0.00186318 0.00823185
internal_weight=0 0.00676805 0.00569653 0.00464669 0.00302015
internal_count=3121 2512 2197 1961 1641
is_linear=0
shrinkage=0.1


Tree=7933
num_leaves=6
num_cat=0
split_feature=16 1 150 16 13
split_gain=1.1724e-05 4.34422e-05 3.60609e-05 4.68244e-05 3.35587e-05
threshold=0.38525000000000004 0.077565000000000009 0.080470000000000014 -0.36241499999999999 -0.0025349999999999995
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.014538545538487444 0.0097361532694447313 -0.019622007046407798 0.018550040597821608 0.019575719443540487 -0.0034474682871951847
leaf_weight=0.0018657053493957611 0.0010635840586175069 0.0010265217357099147 0.0011887366676836177 0.0010368399786114839 0.0016258786476845604
leaf_count=1511 311 212 295 517 275
internal_value=0 -0.0015606 0.00340314 -0.00147746 0.00551757
internal_weight=0 0.00674368 0.00487798 0.00368924 0.00266272
internal_count=3121 2810 1299 1004 792
is_linear=0
shrinkage=0.1


Tree=7934
num_leaves=6
num_cat=0
split_feature=42 157 0 16 16
split_gain=1.22415e-05 2.43325e-05 5.39743e-05 5.07346e-05 2.73382e-05
threshold=0.091735000000000025 -1.0000000180025095e-35 -0.019414999999999998 -0.056919999999999991 -0.27167499999999994
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.012517688777305858 -0.0096184399360477284 -0.0061145532776274601 0.020845262912104992 -0.019114975041064797 0.013305857024061965
leaf_weight=0.0010294605139644529 0.0011349931558417873 0.0012273097864590919 0.0014475444280024671 0.0011810845740073076 0.001770572222875701
leaf_count=507 667 257 198 605 887
internal_value=0 0.00161751 0.00420377 -0.00156064 0.00535529
internal_weight=0 0.00665597 0.00562651 0.00417897 0.00299788
internal_count=3121 2454 1947 1749 1144
is_linear=0
shrinkage=0.1


Tree=7935
num_leaves=6
num_cat=0
split_feature=50 4 160 52 16
split_gain=1.22683e-05 2.28319e-05 2.23411e-05 2.18549e-05 4.74333e-05
threshold=0.079410000000000008 0.27834500000000006 -0.027994999999999996 0.091275000000000009 -0.056919999999999991
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=0.012189383677735539 -0.010090762483757345 0.014962703857414146 0.0023824724874351505 0.0084148652358778542 -0.02101802680919973
leaf_weight=0.0010493280312907482 0.0010462666118536152 0.0010676514822908351 0.0019904373831957705 0.0010875830807522283 0.0015336801116556447
leaf_count=531 609 315 649 294 723
internal_value=0 0.0015493 -0.00098043 -0.00397704 -0.00780132
internal_weight=0 0.00672868 0.00566103 0.0046117 0.00352412
internal_count=3121 2512 2197 1666 1372
is_linear=0
shrinkage=0.1


Tree=7936
num_leaves=7
num_cat=0
split_feature=1 12 2 49 2 13
split_gain=1.31077e-05 3.17241e-05 2.93302e-05 4.1312e-05 2.81484e-05 9.99355e-06
threshold=0.12500000000000003 0.098810000000000023 0.089885000000000007 -0.043469999999999995 0.11177500000000001 -0.0095349999999999983
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=-0.015257570971836141 0.010044088824586322 -0.017320316475636619 0.023563368610430291 0.0085702508474829239 -0.01306345134526856 -0.0011963131201844241
leaf_weight=0.0010147792513877114 0.0011099756285486238 0.0010869864158420282 0.001042613476989454 0.0014954973479140983 0.0010060355810065928 0.0010070183790287265
leaf_count=1027 279 414 196 577 192 436
internal_value=0 -0.0016944 0.00135722 0.00684 -0.000130124 -0.00825393
internal_weight=0 0.00665293 0.00556594 0.00354415 0.00250153 0.0020218
internal_count=3121 2842 2428 965 769 1463
is_linear=0
shrinkage=0.1


Tree=7937
num_leaves=6
num_cat=0
split_feature=1 43 0 15 0
split_gain=1.22144e-05 2.28412e-05 2.80311e-05 1.97213e-05 1.44895e-05
threshold=0.10293500000000001 -0.084004999999999982 -0.084144999999999984 -0.037864999999999989 -0.14920999999999998
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -2
right_child=3 2 -4 -5 -6
leaf_value=0.0072911838248466351 -0.0094795803456418411 -0.00036392553682535687 -0.019856562700982211 0.015986116809793127 0.0065584576998283205
leaf_weight=0.00136850302735818 0.0010214909034504838 0.0018238260180187757 0.0012388366235591643 0.0010397584997417423 0.0012558979888532701
leaf_count=615 89 860 910 205 442
internal_value=0 -0.00344938 -0.00824863 0.00457476 -0.00063518
internal_weight=0 0.00443117 0.00306266 0.00331715 0.00227739
internal_count=3121 2385 1770 736 531
is_linear=0
shrinkage=0.1


Tree=7938
num_leaves=6
num_cat=0
split_feature=11 2 16 4 43
split_gain=3.32616e-05 4.24954e-05 4.34604e-05 3.44967e-05 4.89712e-05
threshold=1.0000000180025095e-35 0.098260000000000014 -0.074319999999999983 0.0061450000000000003 -0.0030899999999999994
decision_type=2 2 2 2 2
left_child=1 3 -3 4 -1
right_child=-2 2 -4 -5 -6
leaf_value=1.4903390978396298e-05 -0.00033934805194508084 -5.1599240614937932e-05 0.00040552109912394283 0.00010609466113393547 -0.0005410208680208166
leaf_weight=0.0013238402401944214 0.0010071303551375541 0.0014002239512884425 0.0018642851230107186 0.0019991665431638474 0.0011285627205966384
leaf_count=1238 244 344 468 362 465
internal_value=0 3.95293e-05 0.000209452 -8.50813e-05 -0.000240925
internal_weight=0 0.00771608 0.00326451 0.00445157 0.0024524
internal_count=3121 2877 812 2065 1703
is_linear=0
shrinkage=0.00196078


Tree=7939
num_leaves=7
num_cat=0
split_feature=131 13 2 160 16 3
split_gain=2.32077e-05 3.34888e-05 3.43503e-05 3.39105e-05 3.95091e-05 2.21089e-05
threshold=0.078765000000000016 -0.076384999999999995 0.10005000000000001 -0.080719999999999986 -0.018494999999999998 0.090900000000000009
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=4.1467888959450091e-06 -0.00028132912870499287 0.00026776385380577013 0.00048273142216998698 -0.00013677282492609156 -0.00035921162550206243 0.00024087941461544641
leaf_weight=0.0012111528680488555 0.0010060148732766892 0.0010215229822618651 0.0011005288413909694 0.0013481294605303482 0.0017112306970662209 0.0010682621417827526
leaf_count=809 516 247 251 703 503 92
internal_value=0 3.59277e-05 0.000231988 -5.20926e-05 -0.000131252 3.01834e-05
internal_weight=0 0.00746083 0.00231168 0.00514915 0.00412762 0.00241639
internal_count=3121 2605 1060 1545 1298 795
is_linear=0
shrinkage=0.00196078


Tree=7940
num_leaves=6
num_cat=0
split_feature=3 51 0 0 13
split_gain=1.19848e-05 2.17613e-05 3.8642e-05 5.64538e-05 2.18726e-05
threshold=0.13524500000000003 0.086685000000000012 -0.17169499999999996 -0.084269999999999984 -0.0034749999999999994
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.016482434252981064 0.009357758817554452 -0.015078721694439925 -0.01876936038275144 0.014409132068524727 -0.0033423965899127329
leaf_weight=0.0012252342189798277 0.0011598446605780048 0.0010221499845980263 0.001572408199960532 0.0012991142850648893 0.0014904546550057948
leaf_count=133 192 383 1026 865 522
internal_value=0 -0.00166333 0.000790943 -0.00361663 0.00492457
internal_weight=0 0.00660936 0.00558721 0.00436198 0.00278957
internal_count=3121 2929 2546 2413 1387
is_linear=0
shrinkage=0.1


Tree=7941
num_leaves=7
num_cat=0
split_feature=0 3 4 43 3 3
split_gain=1.6238e-05 4.10439e-05 4.04042e-05 3.15336e-05 5.58442e-05 3.33236e-05
threshold=-0.060129999999999996 -0.08824499999999999 -0.35136499999999998 -0.04890499999999999 0.090900000000000009 0.12178000000000001
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 -3 -5 -6
right_child=2 3 -4 4 5 -7
leaf_value=-0.0005016735800664067 -0.00022410807703358764 0.00023541883782768203 0.00024259825668096165 -0.00048591119302003182 0.00027969378718628016 -0.0002028847871792816
leaf_weight=0.0010515910627885991 0.0013168388594004665 0.0010011705682523488 0.0015557489044150871 0.0012759514262758506 0.0010613546175806676 0.0011421821608769847
leaf_count=538 227 872 346 879 97 162
internal_value=0 -0.000153055 2.86528e-05 -7.12355e-05 -0.000159471 2.95538e-05
internal_weight=0 0.00553225 0.00287259 0.00448066 0.00347949 0.00220354
internal_count=3121 2548 573 2010 1138 259
is_linear=0
shrinkage=0.00196078


Tree=7942
num_leaves=7
num_cat=0
split_feature=484 1 12 151 2 16
split_gain=1.00988e-05 1.65569e-05 3.43295e-05 3.76275e-05 7.07395e-05 3.61837e-05
threshold=0.073690000000000019 0.12500000000000003 0.098810000000000023 -0.0083949999999999979 0.086590000000000014 -0.085589999999999986
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=-0.015386447158364373 0.0092690777978442374 0.010034509660263096 -0.020182274554733377 -0.015118669130080309 0.029547394345145729 0.0044692260179435553
leaf_weight=0.0011849312411243442 0.0010022952995188449 0.0010531309611935182 0.0010256501084294463 0.0011480693117168496 0.0010029353690248839 0.0013494501094022796
leaf_count=385 394 232 387 835 298 590
internal_value=0 -0.00148671 -0.00361125 1.62126e-05 0.00523013 0.0151613
internal_weight=0 0.00676417 0.00571104 0.00468539 0.00350045 0.00235239
internal_count=3121 2727 2495 2108 1723 888
is_linear=0
shrinkage=0.1


Tree=7943
num_leaves=6
num_cat=0
split_feature=4 2 2 42 15
split_gain=1.028e-05 1.81335e-05 2.95946e-05 3.28818e-05 2.15369e-05
threshold=0.24564500000000003 0.10981000000000002 0.092875000000000013 0.085465000000000013 -0.015744999999999999
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.0023639855854605532 0.0064066655625196998 0.0079177717821442978 -0.018260571455761127 0.014420591018414261 -0.017367745667603074
leaf_weight=0.0011559017885747211 0.0018537745284408517 0.0013762987832627036 0.0012525652184190586 0.001047565384808242 0.0010608301872152949
leaf_count=367 426 377 527 734 690
internal_value=0 -0.00213137 -0.00519337 -0.000179267 -0.00707875
internal_weight=0 0.00589316 0.00451686 0.0032643 0.00221673
internal_count=3121 2695 2318 1791 1057
is_linear=0
shrinkage=0.1


Tree=7944
num_leaves=5
num_cat=0
split_feature=42 49 15 12
split_gain=1.11828e-05 2.92282e-05 2.66042e-05 4.91049e-05
threshold=0.091735000000000025 -0.0060549999999999988 -0.037864999999999989 0.051320000000000005
decision_type=2 2 2 2
left_child=1 -1 -3 -4
right_child=-2 2 3 -5
leaf_value=-0.0089727476308924629 -0.0092747827022131718 -0.003261679116472847 0.029601423445028759 0.0019221012731665988
leaf_weight=0.0019010050543362715 0.0011296141001081034 0.0019390821400475451 0.0010087437709115088 0.0017578112434322596
leaf_count=540 667 781 161 972
internal_value=0 0.00149199 0.00571958 0.0120146
internal_weight=0 0.00660664 0.00470564 0.00276656
internal_count=3121 2454 1914 1133
is_linear=0
shrinkage=0.1


Tree=7945
num_leaves=7
num_cat=0
split_feature=13 52 43 47 3 2
split_gain=1.9095e-05 2.36765e-05 4.62192e-05 3.12633e-05 7.61058e-05 3.69292e-05
threshold=-0.23438999999999996 -0.0064899999999999992 -0.04652499999999999 0.092710000000000015 -0.012304999999999998 0.086950000000000013
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=0.0002439272616344846 9.9608970666348743e-05 0.00022260312596477115 -0.00039795977662392286 -0.00022033597656393055 0.00059935698444012133 -0.00028275758241592323
leaf_weight=0.0010369076391128261 0.0012874042624055621 0.0010268603748894427 0.0016221226504755471 0.0012018891496599219 0.0010010959428729763 0.0012122387550665777
leaf_count=169 717 723 424 179 186 723
internal_value=0 -4.03035e-05 -0.000177796 4.9753e-05 0.000149937 -5.0997e-05
internal_weight=0 0.00735161 0.00290953 0.00444208 0.0032402 0.0022391
internal_count=3121 2952 1141 1811 1632 1446
is_linear=0
shrinkage=0.00196078


Tree=7946
num_leaves=6
num_cat=0
split_feature=11 2 0 12 16
split_gain=5.24678e-05 4.16368e-05 5.82609e-05 8.33805e-05 4.2079e-05
threshold=1.0000000180025095e-35 0.098260000000000014 -0.053834999999999994 0.088305000000000008 -0.074319999999999983
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -3
right_child=-2 4 -4 -5 -6
leaf_value=-0.00019260600840261666 -0.00042692064356826456 -3.940095798853655e-05 -0.00045354799949903416 0.00044791386134044274 0.00041519952967703047
leaf_weight=0.0019883192818663581 0.0010094428838932825 0.0013747157032391044 0.0011520478434414866 0.0012872349637183065 0.0018181844921251701
leaf_count=1009 244 344 194 862 468
internal_value=0 4.87951e-05 -7.42842e-05 5.9107e-05 0.00021947
internal_weight=0 0.0076205 0.0044276 0.00327555 0.0031929
internal_count=3121 2877 2065 1871 812
is_linear=0
shrinkage=0.00196078


Tree=7947
num_leaves=7
num_cat=0
split_feature=13 48 1 3 2 16
split_gain=1.59991e-05 2.59583e-05 4.68404e-05 3.05972e-05 6.13882e-05 2.52504e-05
threshold=-0.23438999999999996 0.11280000000000003 0.111945 -0.12018999999999998 0.092365000000000017 -0.078844999999999985
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=0.0002261286089325729 0.00018032433039700263 -0.00032770382928153492 0.00031299745575232132 0.00020273042089912437 -0.00054007206922122234 -0.00021088963227894821
leaf_weight=0.0010225816714863273 0.0012346146340775294 0.0010084889950820828 0.0015015346378905239 0.0012137348262056175 0.001190047434670397 0.0010656649466058788
leaf_count=169 268 126 302 704 714 838
internal_value=0 -3.59389e-05 1.14767e-05 -8.47687e-05 -0.000179103 9.35478e-06
internal_weight=0 0.00721409 0.0062056 0.00470406 0.00346945 0.0022794
internal_count=3121 2952 2826 2524 2256 1542
is_linear=0
shrinkage=0.00196078


Tree=7948
num_leaves=5
num_cat=0
split_feature=457 1 0 1
split_gain=1.01822e-05 2.73068e-05 3.00978e-05 1.72767e-05
threshold=0.045365000000000009 0.11588000000000001 -0.10224499999999999 0.081670000000000006
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=-0.015217648375680147 0.0084429621683303809 0.0096694829315052046 0.0068423632913286736 -0.0085365978674927564
leaf_weight=0.001891853303160915 0.0011873345084506028 0.0016160862578105751 0.0018657939055663046 0.0012004753004603967
leaf_count=378 289 382 1428 644
internal_value=0 -0.00161911 -0.0052986 0.000821345
internal_weight=0 0.00657421 0.00495812 0.00306627
internal_count=3121 2832 2450 2072
is_linear=0
shrinkage=0.1


Tree=7949
num_leaves=7
num_cat=0
split_feature=131 150 52 15 2 1
split_gain=2.35072e-05 2.78492e-05 4.97349e-05 7.29057e-05 5.8795e-05 2.42681e-05
threshold=0.078765000000000016 0.085455000000000017 -0.023194999999999997 -0.11713499999999999 0.10097500000000002 0.080270000000000022
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=0.00025936998004445799 -0.00028815681782128722 0.00028445103651131471 -0.0005738302480458677 0.0004090237895023873 -0.00033927331133791168 -1.4638294499057644e-06
leaf_weight=0.0016939933802673753 0.0010285624915934441 0.0013378674962492686 0.0010996051684112702 0.0010692229680059379 0.0012214586380788627 0.0011485151020453367
leaf_count=736 516 295 266 774 221 313
internal_value=0 2.77638e-05 -2.73341e-05 -0.000134339 6.17821e-06 0.000196442
internal_weight=0 0.00757066 0.0062328 0.0045388 0.0034392 0.00221774
internal_count=3121 2605 2310 1574 1308 1087
is_linear=0
shrinkage=0.00196078


Tree=7950
num_leaves=6
num_cat=0
split_feature=4 42 43 2 4
split_gain=1.18695e-05 1.6583e-05 3.17949e-05 2.77095e-05 1.78439e-05
threshold=0.24564500000000003 -1.0000000180025095e-35 -0.074359999999999996 0.089885000000000007 -0.059649999999999988
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.013694556307508862 0.0068805577278947989 0.012876186449890676 -0.017608006655239768 -0.0081571667764696425 0.0095112146518008551
leaf_weight=0.0010463044741821186 0.0018627027298832389 0.0014036353193440636 0.0011551610649896261 0.0010596243019446844 0.0012411160141754165
leaf_count=797 426 785 569 308 236
internal_value=0 -0.00227475 0.000184045 -0.00497094 0.0013739
internal_weight=0 0.00590584 0.00485954 0.0034559 0.00230074
internal_count=3121 2695 1898 1113 544
is_linear=0
shrinkage=0.1


Tree=7951
num_leaves=7
num_cat=0
split_feature=131 159 1 4 12 2
split_gain=1.83652e-05 2.89113e-05 5.00613e-05 3.33254e-05 4.69184e-05 3.02802e-05
threshold=0.078765000000000016 0.076905000000000015 0.10612500000000001 0.0061450000000000003 0.088305000000000008 0.11144000000000001
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=-0.00022029808468663646 -0.00025006977092053927 0.00032163490190204605 -0.00048814434227015783 0.00038501168430588576 0.00030895018967183087 -4.861622466553483e-05
leaf_weight=0.0015907725843568809 0.0010282763391431049 0.0011084525303855968 0.0010731619046749751 0.0012204091254023482 0.0010820456859297937 0.0013744034913544495
leaf_count=793 516 445 160 306 711 190
internal_value=0 2.9475e-05 -2.15983e-05 0.000116542 -6.04079e-06 -0.000241332
internal_weight=0 0.00744925 0.00634079 0.00389323 0.00267282 0.00244757
internal_count=3121 2605 2160 1810 1504 350
is_linear=0
shrinkage=0.00196078


Tree=7952
num_leaves=5
num_cat=0
split_feature=42 49 15 4
split_gain=1.11075e-05 2.60473e-05 2.18748e-05 4.94163e-05
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decision_type=2 2 2 2
left_child=1 -1 -3 -4
right_child=-2 2 3 -5
leaf_value=-0.0083779427817312676 -0.0092157361403678185 -0.0026399569950710435 -0.0014136061947641236 0.025317115862131801
leaf_weight=0.0019068279192332093 0.001135191065915195 0.0019536092794611415 0.0014688491029396034 0.0013069533689754604
leaf_count=540 667 781 509 624
internal_value=0 0.00148867 0.00546674 0.0111722
internal_weight=0 0.00663624 0.00472941 0.0027758
internal_count=3121 2454 1914 1133
is_linear=0
shrinkage=0.1


Tree=7953
num_leaves=6
num_cat=0
split_feature=4 4 2 15 4
split_gain=1.12299e-05 1.67793e-05 3.67027e-05 4.09873e-05 3.59378e-05
threshold=0.24564500000000003 0.055260000000000011 0.10981000000000002 -0.022504999999999997 -0.10429499999999998
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.010283724158988771 0.0066966623078275837 -0.012820253301046565 0.016441118191737328 -0.024144224819283504 0.00054180893199259764
leaf_weight=0.0012436279987313296 0.0018651960706441541 0.0011889676551413656 0.0011025750807056129 0.0012135784958825211 0.0011471840092102661
leaf_count=675 426 279 290 258 1193
internal_value=0 -0.00220585 0.000475325 -0.00440858 -0.0121483
internal_weight=0 0.00589593 0.00470697 0.00360439 0.00236076
internal_count=3121 2695 2416 2126 1451
is_linear=0
shrinkage=0.1


Tree=7954
num_leaves=8
num_cat=0
split_feature=15 16 150 15 133 52 4
split_gain=2.19081e-05 5.81391e-05 4.34777e-05 4.97479e-05 2.38891e-05 9.15992e-05 2.40484e-05
threshold=-0.15914499999999995 -0.36241499999999999 0.086615000000000011 -0.091184999999999988 0.084990000000000024 0.077655000000000016 -0.062539999999999984
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=0.00022976020832315489 -0.00047156614642322866 0.00048850050446295058 -0.00033901323786277298 -0.00037303068131606059 -0.00025261118364193084 0.00054515090593758959 5.5633089135721096e-05
leaf_weight=0.0012796400351850704 0.0010657859511361218 0.0010095812490914348 0.0010533542248342131 0.001007460540258876 0.001048889685389561 0.0010979029432795625 0.0010052142871244272
leaf_count=351 221 322 242 451 652 575 307
internal_value=0 -4.84123e-05 2.40664e-05 9.80552e-05 3.28672e-06 8.95757e-05 -0.000158938
internal_weight=0 0.00728819 0.0062224 0.00516905 0.00415947 0.00311058 0.00201267
internal_count=3121 2770 2549 2307 1985 1333 758
is_linear=0
shrinkage=0.00196078


Tree=7955
num_leaves=7
num_cat=0
split_feature=50 4 151 16 16 52
split_gain=3.33004e-05 3.68224e-05 4.85099e-05 6.35498e-05 3.45478e-05 6.37579e-05
threshold=0.088425000000000017 0.40473500000000007 -0.024429999999999997 -0.084119999999999986 0.064860000000000015 0.091275000000000009
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=0.00035465609513832339 -0.00034124368120631973 0.00038180419133576984 -0.00039156340713700769 0.00031935844783994151 -0.00039019265670858365 0.00027202223177918679
leaf_weight=0.0011218900427710527 0.0010029762266288399 0.001038876281978289 0.0018177544159266581 0.0012644302673325814 0.0012156590133380581 0.0010347945381879759
leaf_count=385 560 279 606 812 418 61
internal_value=0 3.9197e-05 -1.59467e-05 -9.39148e-05 6.00169e-05 -8.56957e-05
internal_weight=0 0.0074934 0.00645453 0.00533264 0.00351488 0.00225045
internal_count=3121 2561 2282 1897 1291 479
is_linear=0
shrinkage=0.00196078


Tree=7956
num_leaves=6
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split_feature=52 12 1 2 12
split_gain=1.11878e-05 2.56609e-05 3.55204e-05 4.77777e-05 4.11861e-05
threshold=0.11434500000000002 0.097825000000000009 0.11181500000000001 0.099185000000000009 0.084100000000000022
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.0057756586454230071 -0.0096521783203086537 0.013753423672717266 -0.016035879459149239 0.019220246939213904 -0.0188079009361896
leaf_weight=0.0016667479820676307 0.0010533593320281066 0.00135058764466658 0.0013029725332324264 0.0012486814010212515 0.001152877353100602
leaf_count=433 501 409 311 344 1123
internal_value=0 0.00143178 -0.00166645 0.0029357 -0.00427597
internal_weight=0 0.00672187 0.00537128 0.00406831 0.00281963
internal_count=3121 2620 2211 1900 1556
is_linear=0
shrinkage=0.1


Tree=7957
num_leaves=6
num_cat=0
split_feature=3 52 43 0 0
split_gain=1.02337e-05 2.03219e-05 5.26435e-05 4.2372e-05 2.90006e-05
threshold=0.13524500000000003 -0.0064899999999999992 -0.04652499999999999 -0.15090499999999998 -0.060129999999999996
decision_type=2 2 2 2 2
left_child=1 2 -1 -3 -5
right_child=-2 3 -4 4 -6
leaf_value=0.0070446174645515617 0.0085889725775137298 0.020120718353107449 -0.021695176602876801 -0.011409692486594158 0.0086726136568873596
leaf_weight=0.0011753383204385517 0.0011623214145894799 0.0010496698653617914 0.0013924095978220126 0.0017682030442657802 0.0012119576816562107
leaf_count=711 192 157 418 1429 214
internal_value=0 -0.00158732 -0.00854008 0.00284287 -0.00324272
internal_weight=0 0.00659758 0.00256775 0.00402983 0.00298016
internal_count=3121 2929 1129 1800 1643
is_linear=0
shrinkage=0.1


Tree=7958
num_leaves=6
num_cat=0
split_feature=42 43 51 15 2
split_gain=1.05885e-05 2.42235e-05 2.67241e-05 2.9384e-05 5.54057e-05
threshold=0.091735000000000025 0.070450000000000013 -0.076794999999999988 -0.10324499999999999 0.090935000000000016
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.015238526055916995 -0.0089912640914306102 0.015810201828390765 0.014991592225575143 0.010305113070443461 -0.015862090314981769
leaf_weight=0.0010774930584323949 0.0011326079392528715 0.0010001903197283963 0.0012982128644325737 0.0016136623202479667 0.0016230479855974152
leaf_count=411 667 251 315 1004 473
internal_value=0 0.00147296 -0.00108208 0.00228148 -0.00281643
internal_weight=0 0.00661261 0.00561242 0.00453492 0.00323671
internal_count=3121 2454 2203 1792 1477
is_linear=0
shrinkage=0.1


Tree=7959
num_leaves=6
num_cat=0
split_feature=52 2 15 2 16
split_gain=1.1346e-05 3.03979e-05 2.71942e-05 6.22393e-05 2.75156e-05
threshold=-0.046924999999999988 0.089885000000000007 -0.11713499999999999 0.10097500000000002 -0.083539999999999989
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.0072816713888059943 -0.015913076934741331 0.014666071550376362 0.021402928493253648 -0.015925821990625578 0.00066915305208877906
leaf_weight=0.0010959579341204601 0.0012049718799721889 0.0014876120532923763 0.0012107200750951642 0.0013740864279312938 0.0013579667867658842
leaf_count=404 367 549 568 316 917
internal_value=0 0.00535577 -0.0027656 0.00125247 0.0104418
internal_weight=0 0.00258357 0.00514775 0.00394277 0.00256869
internal_count=3121 953 2168 1801 1485
is_linear=0
shrinkage=0.1


Tree=7960
num_leaves=5
num_cat=0
split_feature=1 4 43 47
split_gain=1.02907e-05 2.55189e-05 1.94248e-05 2.18304e-05
threshold=0.090405000000000013 -0.15764999999999998 -0.043144999999999996 0.08265500000000002
decision_type=2 2 2 2
left_child=1 -1 -2 -4
right_child=2 -3 3 -5
leaf_value=0.0060024483413723025 0.011991034167071901 -0.011746603457030042 0.0055149132266937842 -0.012381269451875603
leaf_weight=0.0014025628283850303 0.0015824701656465398 0.0019175070190279265 0.0016545563331627218 0.0011591444987903079
leaf_count=142 492 1858 488 141
internal_value=0 -0.00424852 0.00312738 -0.00185768
internal_weight=0 0.00332007 0.00439617 0.0028137
internal_count=3121 2000 1121 629
is_linear=0
shrinkage=0.1


Tree=7961
num_leaves=7
num_cat=0
split_feature=159 52 52 2 43 4
split_gain=9.80395e-06 3.062e-05 3.18243e-05 4.32082e-05 7.92083e-05 1.08194e-05
threshold=0.076905000000000015 -0.0064899999999999992 0.11434500000000002 0.10613000000000002 -0.0037449999999999996 0.0045450000000000013
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=-0.01912783493643613 0.0088728852954079868 -0.0058412824741096766 -0.012780977781061124 -0.0079828544587741395 0.030754616734156581 -0.0044362405760712429
leaf_weight=0.0010042869745631421 0.0010634610007501473 0.0010339483894950597 0.0010026022478493838 0.0012219507212626987 0.0013819011118628307 0.0010007686983486159
leaf_count=657 527 667 438 222 450 160
internal_value=0 -0.00146839 0.00299357 0.00734114 0.0150921 -0.0117949
internal_weight=0 0.00664546 0.0046404 0.0036378 0.00241585 0.00200506
internal_count=3121 2594 1777 1339 1117 817
is_linear=0
shrinkage=0.1


Tree=7962
num_leaves=6
num_cat=0
split_feature=457 1 0 3 13
split_gain=1.10363e-05 2.97966e-05 2.74248e-05 3.34637e-05 2.28539e-05
threshold=0.045365000000000009 0.11588000000000001 -0.077999999999999986 -0.088084999999999983 -0.084034999999999985
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=-0.001024369006633802 0.0088847644263221441 0.010181263367883145 0.014090897262166405 -0.010395275566690048 -0.019921036020718663
leaf_weight=0.0010664208764015175 0.001174971354170668 0.0016054803864150435 0.0011934757361200074 0.0010484119912782129 0.0016006381360797496
leaf_count=620 289 382 249 552 1029
internal_value=0 -0.00164471 -0.00551242 0.00264001 -0.0123652
internal_weight=0 0.00651443 0.00490895 0.00224189 0.00266706
internal_count=3121 2832 2450 801 1649
is_linear=0
shrinkage=0.1


Tree=7963
num_leaves=6
num_cat=0
split_feature=3 12 4 3 2
split_gain=1.04742e-05 1.96442e-05 4.78607e-05 3.21999e-05 1.80074e-05
threshold=0.13524500000000003 0.084100000000000022 0.09173000000000002 0.076840000000000006 0.092480000000000021
decision_type=2 2 2 2 2
left_child=1 3 -3 -1 -5
right_child=-2 2 -4 4 -6
leaf_value=0.013588557749611225 0.0087706234202980307 -0.018669501134332498 0.0075755731856873305 0.0042620439807957806 -0.014672508113993982
leaf_weight=0.0016562635799311633 0.0011492223482952929 0.001676076037683268 0.0011868691331629762 0.0010004099277921737 0.0010087227641678888
leaf_count=640 192 1843 212 103 131
internal_value=0 -0.00158245 -0.00778928 0.00326555 -0.0052444
internal_weight=0 0.00652834 0.00286295 0.0036654 0.00200913
internal_count=3121 2929 2055 874 234
is_linear=0
shrinkage=0.1


Tree=7964
num_leaves=7
num_cat=0
split_feature=11 1 4 15 0 133
split_gain=6.23136e-05 2.78624e-05 6.51713e-05 5.33481e-05 9.09688e-05 4.42732e-05
threshold=1.0000000180025095e-35 0.094385000000000011 -0.0016099999999999997 -0.053579999999999996 -0.15090499999999998 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 2 5 4 -3 -1
right_child=-2 3 -4 -5 -6 -7
leaf_value=0.00030210051164727253 -0.00045956452114132132 -6.9897867688737807e-05 -0.0004597430506099459 -0.0001177896836636406 0.00071920652279190082 -0.00019735401723564182
leaf_weight=0.0016984209299719503 0.0010099026697264488 0.0010138358583711114 0.0011054025007698242 0.0014139656900853731 0.0012593771392387385 0.001140592480490557
leaf_count=872 244 86 501 284 439 695
internal_value=0 5.87202e-05 -5.58277e-05 0.00018126 0.000367272 0.000101441
internal_weight=0 0.00763159 0.00394442 0.00368718 0.00227321 0.00283901
internal_count=3121 2877 2068 809 525 1567
is_linear=0
shrinkage=0.00196078


Tree=7965
num_leaves=7
num_cat=0
split_feature=11 1 3 4 3 3
split_gain=5.98509e-05 3.26748e-05 5.81106e-05 4.93317e-05 4.89696e-05 1.22041e-05
threshold=1.0000000180025095e-35 0.094385000000000011 0.083060000000000009 -0.083854999999999985 -0.0080949999999999998 0.12178000000000001
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=0.00017338989336855321 -0.00044459545297938506 0.00047854775787139803 0.00013391363802603174 -0.00056970737878614495 2.5254250368607468e-05 -0.0001600174756706766
leaf_weight=0.0018331379552580318 0.0010151849072222103 0.0015834760677620827 0.001069625475848601 0.0010400024667889161 0.001088599434525142 0.0011032620207245593
leaf_count=422 244 520 95 1514 132 194
internal_value=0 6.18426e-05 0.000192863 -6.23862e-05 -0.000265435 -1.5327e-05
internal_weight=0 0.0077181 0.00375636 0.00396174 0.0021286 0.00217289
internal_count=3121 2877 809 2068 1646 289
is_linear=0
shrinkage=0.00196078


Tree=7966
num_leaves=5
num_cat=0
split_feature=52 15 16 0
split_gain=1.06595e-05 2.99444e-05 2.04272e-05 2.65572e-05
threshold=-0.046924999999999988 -0.053579999999999996 -0.056919999999999991 -0.11756999999999999
decision_type=2 2 2 2
left_child=1 -1 3 -2
right_child=2 -3 -4 -5
leaf_value=0.01630369462171475 -0.0080224057922479337 -0.0052848603839193136 -0.011220188525919149 0.0099738850911416637
leaf_weight=0.0012521128462915868 0.001473686718833868 0.0013196304172381568 0.001806790211432604 0.0018486443703006768
leaf_count=516 257 437 655 1256
internal_value=0 0.00522603 -0.00266261 0.00199127
internal_weight=0 0.00257174 0.00512912 0.00332233
internal_count=3121 953 2168 1513
is_linear=0
shrinkage=0.1


Tree=7967
num_leaves=6
num_cat=0
split_feature=52 160 3 2 52
split_gain=1.06874e-05 2.76284e-05 3.20823e-05 5.30448e-05 7.22238e-05
threshold=0.10744000000000002 -0.027994999999999996 -0.08824499999999999 0.10613000000000002 -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=0.012739452571222224 0.0084942372725009228 -0.017153789124010482 -0.012023610442450502 -0.017920530244721528 0.021132785181607217
leaf_weight=0.0011050595021453065 0.0012359198956846187 0.0014795798872993633 0.0011024044919996602 0.0011436444733208457 0.0016259370498249771
leaf_count=485 553 583 469 336 695
internal_value=0 -0.00165591 -0.00462844 0.000157795 0.00773572
internal_weight=0 0.00645663 0.00535157 0.00387199 0.00272834
internal_count=3121 2568 2083 1500 1164
is_linear=0
shrinkage=0.1


Tree=7968
num_leaves=6
num_cat=0
split_feature=52 52 0 2 0
split_gain=1.25434e-05 3.00757e-05 2.4885e-05 2.98428e-05 3.77016e-05
threshold=-0.081429999999999989 -0.0064899999999999992 -0.14001499999999997 0.10097500000000002 -0.084269999999999984
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
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leaf_value=0.0071473937604058669 -0.017615949504260268 0.011940922150246579 -0.011446922797990203 -0.018050825213537725 0.014264077618923683
leaf_weight=0.0018513374421774975 0.0010509998008718362 0.0014611368954645723 0.001046400310517492 0.0010105272476256897 0.0012535578655729987
leaf_count=771 438 234 594 338 746
internal_value=0 -0.00230225 0.00107076 -0.00372697 0.00256647
internal_weight=0 0.00582262 0.00477162 0.00331049 0.00229996
internal_count=3121 2350 1912 1678 1340
is_linear=0
shrinkage=0.1


Tree=7969
num_leaves=7
num_cat=0
split_feature=131 49 42 16 15 4
split_gain=2.44373e-05 3.41244e-05 4.14442e-05 3.15561e-05 5.19432e-05 1.70575e-05
threshold=0.078765000000000016 -0.047584999999999995 0.086665000000000006 -0.088394999999999987 -0.037864999999999989 -0.111605
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=0.0002773115640139424 -0.00029112482696943523 -0.00019231285444150728 -0.00039177419185657664 -0.00019567113591060335 0.0001605091602587379 0.00051569530797746204
leaf_weight=0.0017078452779868362 0.0010091603720905106 0.001517020322845895 0.001043937423229729 0.001087661267086217 0.0010699293959070763 0.0010110586862949109
leaf_count=347 516 437 804 340 205 472
internal_value=0 3.40416e-05 -3.84708e-05 4.0243e-05 0.000151581 0.000333078
internal_weight=0 0.00743745 0.00572961 0.00468567 0.00316865 0.00208099
internal_count=3121 2605 2258 1454 1017 677
is_linear=0
shrinkage=0.00196078


Tree=7970
num_leaves=7
num_cat=0
split_feature=2 2 42 43 13 1
split_gain=1.30756e-05 3.32515e-05 2.54936e-05 5.06259e-05 2.37169e-05 1.6088e-05
threshold=0.099185000000000009 0.090935000000000016 0.08623500000000002 -1.0000000180025095e-35 -0.08971999999999998 0.10937500000000001
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=-0.020311517704331664 0.016788130894264092 -0.019128506868647081 0.01440714000452533 0.0091689563498894063 -0.009318489858253301 0.0079653369993177223
leaf_weight=0.0010854048034399228 0.0010931475247784061 0.0010477510491845271 0.0010268113811540878 0.0012572446346832266 0.0011581852077521479 0.0010066140555209072
leaf_count=803 200 423 660 316 524 195
internal_value=0 -0.00356947 0.00126869 -0.00449004 0.00478135 -0.00128165
internal_weight=0 0.00441721 0.00336946 0.00234265 0.00325795 0.0021648
internal_count=3121 2202 1779 1119 919 719
is_linear=0
shrinkage=0.1


Tree=7971
num_leaves=5
num_cat=0
split_feature=2 2 43 16
split_gain=1.56709e-05 2.94015e-05 2.66843e-05 2.4765e-05
threshold=0.099185000000000009 0.091185000000000002 -0.074359999999999996 -0.074319999999999983
decision_type=2 2 2 2
left_child=1 2 -1 -2
right_child=3 -3 -4 -5
leaf_value=0.00018200590378187191 -8.2949673469582803e-05 -0.00036306109329733072 -0.00015334999985453486 0.00024963487004477775
leaf_weight=0.0017542655723138253 0.0015839491644013852 0.0010616579724397985 0.001900499762851649 0.0018853679092177868
leaf_count=772 375 403 1027 544
internal_value=0 -7.58205e-05 7.61883e-06 9.77903e-05
internal_weight=0 0.00471642 0.00365477 0.00346932
internal_count=3121 2202 1799 919
is_linear=0
shrinkage=0.00196078


Tree=7972
num_leaves=6
num_cat=0
split_feature=52 2 15 3 0
split_gain=1.17431e-05 2.92878e-05 1.99071e-05 4.05656e-05 2.35796e-05
threshold=-0.046924999999999988 0.089885000000000007 -0.11713499999999999 -0.083924999999999986 -0.10096999999999999
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -5
right_child=2 -3 3 4 -6
leaf_value=-0.0069189935126536739 -0.014064252698726113 0.014684170527432256 0.01497879666287725 0.0037850869669215749 -0.015369655182486317
leaf_weight=0.0010923427121304894 0.0011999341708085844 0.0014748826251975227 0.001313346848832895 0.0011855861526799834 0.0014033885550752408
leaf_count=404 367 549 703 183 915
internal_value=0 0.00549212 -0.00279991 0.000663785 -0.006598
internal_weight=0 0.00256723 0.00510226 0.00390232 0.00258897
internal_count=3121 953 2168 1801 1098
is_linear=0
shrinkage=0.1


Tree=7973
num_leaves=7
num_cat=0
split_feature=52 52 1 4 151 16
split_gain=1.77768e-05 3.89746e-05 3.23773e-05 6.38777e-05 2.94175e-05 5.75577e-05
threshold=-0.081429999999999989 -0.19683499999999995 0.08844500000000001 -0.16363499999999997 -0.0083949999999999979 -0.078844999999999985
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=-0.00012445401710405791 6.5239744635925881e-05 0.00041770346105963389 -0.00021569545856755577 -0.0005963726207417196 0.00037800305671408858 -0.00018389085136026552
leaf_weight=0.0010004685327231963 0.0011868688670581078 0.001039429162933217 0.0011814603877228877 0.0010640352425151304 0.0017360534433188124 0.0011754692386385377
leaf_count=425 87 346 198 1377 364 324
internal_value=0 0.000151802 -5.86219e-05 -0.000247514 4.52579e-05 0.00015115
internal_weight=0 0.0020399 0.00634389 0.0022509 0.00409298 0.00291152
internal_count=3121 771 2350 1464 886 688
is_linear=0
shrinkage=0.00196078


Tree=7974
num_leaves=7
num_cat=0
split_feature=13 48 1 160 4 16
split_gain=1.57497e-05 3.17331e-05 5.41542e-05 3.1846e-05 3.08756e-05 4.08233e-05
threshold=-0.23438999999999996 0.11280000000000003 0.111945 -1.0000000180025095e-35 0.053180000000000012 -0.083539999999999989
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=0.00021869177905431154 -0.00037138288782252482 -0.0003567836294047944 0.00033152326203467658 0.00016941209421308229 0.00028576997550433677 -0.00032621376026573768
leaf_weight=0.0010305764478898581 0.0011732971720511171 0.0010444761383365088 0.0015442623821927863 0.001117906833200966 0.0010393668578497091 0.0014912800822355873
leaf_count=169 796 126 302 449 262 1017
internal_value=0 -4.0011e-05 1.19613e-05 -9.03827e-05 -1.89949e-08 -0.000113863
internal_weight=0 0.00741059 0.00636611 0.00482185 0.00364855 0.00260919
internal_count=3121 2952 2826 2524 1728 1466
is_linear=0
shrinkage=0.00196078


Tree=7975
num_leaves=7
num_cat=0
split_feature=131 13 0 457 16 4
split_gain=2.22519e-05 3.07072e-05 3.58271e-05 3.45622e-05 4.0643e-05 2.53656e-05
threshold=0.078765000000000016 -0.076384999999999995 -0.084269999999999984 0.045365000000000009 -0.074319999999999983 0.0082450000000000006
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=-2.6447119242379614e-05 -0.00028429092090169564 -0.00037836405350383869 0.00046686578510357933 0.00026033692268242922 -0.00014559763831238398 0.0002593103935018347
leaf_weight=0.0011446148399586113 0.0010005036763270922 0.0016289204848363758 0.0011197084475909592 0.0010520396572900048 0.0014450608216044064 0.0010109726052740106
leaf_count=687 516 624 373 173 565 183
internal_value=0 2.72654e-05 0.000217496 -5.6586e-05 -0.000138206 2.10739e-05
internal_weight=0 0.00740132 0.00226432 0.00513699 0.00408495 0.00245603
internal_count=3121 2605 1060 1545 1372 748
is_linear=0
shrinkage=0.00196078


Tree=7976
num_leaves=6
num_cat=0
split_feature=4 52 42 2 0
split_gain=1.14149e-05 2.07029e-05 4.16306e-05 2.69028e-05 2.42313e-05
threshold=0.27834500000000006 0.10744000000000002 0.086325000000000013 0.084245000000000014 -0.046359999999999991
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.011282245797663406 0.0086048270786368737 0.011120513096875459 -0.020367383950655425 -0.01303724096813683 0.0066332171768329288
leaf_weight=0.0014926449778124148 0.0012736276186426617 0.0010451122564218793 0.001235980953329505 0.0016350690267254472 0.0010150074091821591
leaf_count=415 340 489 749 935 193
internal_value=0 -0.00175832 -0.00426076 0.000544657 -0.00550325
internal_weight=0 0.00642381 0.0053787 0.00414272 0.00265008
internal_count=3121 2781 2292 1543 1128
is_linear=0
shrinkage=0.1


Tree=7977
num_leaves=6
num_cat=0
split_feature=11 2 0 12 4
split_gain=6.26717e-05 4.92674e-05 4.97745e-05 7.25638e-05 4.25751e-05
threshold=1.0000000180025095e-35 0.098260000000000014 -0.053834999999999994 0.088305000000000008 0.033845000000000007
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -3
right_child=-2 4 -4 -5 -6
leaf_value=-0.00018958711808929392 -0.00046404627653818452 0.00045563181555623606 -0.00042811804961351844 0.00041052831773859543 4.1353386798284569e-06
leaf_weight=0.0019819738677736617 0.0010123441461264869 0.001678784145241002 0.0011598274939942101 0.0012717063202533677 0.0015392065579996378
leaf_count=1009 244 407 194 862 405
internal_value=0 5.51719e-05 -7.93537e-05 4.4969e-05 0.000239675
internal_weight=0 0.0076315 0.00441351 0.00325368 0.00321799
internal_count=3121 2877 2065 1871 812
is_linear=0
shrinkage=0.00196078


Tree=7978
num_leaves=6
num_cat=0
split_feature=1 12 0 3 12
split_gain=2.41604e-05 2.70129e-05 4.25258e-05 2.55861e-05 7.92674e-05
threshold=0.10293500000000001 0.088305000000000008 -0.10011499999999998 0.11296500000000002 0.092355000000000007
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -2
right_child=3 -3 -4 -5 -6
leaf_value=4.7898497648323759e-06 0.00063360811642769986 9.2163606018311656e-05 -0.00046483952971650388 -7.554719921686791e-05 -0.00013005997326431937
leaf_weight=0.0016234162625678083 0.0010633815279364842 0.0018434778633960782 0.001364304301009774 0.0015269466707161826 0.0010275170574786374
leaf_count=274 312 1166 945 213 211
internal_value=0 -9.44911e-05 -0.00020966 0.00011741 0.000258324
internal_weight=0 0.0048312 0.00298772 0.00361785 0.0020909
internal_count=3121 2385 1219 736 523
is_linear=0
shrinkage=0.00196078


Tree=7979
num_leaves=6
num_cat=0
split_feature=131 150 16 3 3
split_gain=2.15744e-05 3.05373e-05 5.28871e-05 3.40653e-05 2.17161e-05
threshold=0.078765000000000016 0.080470000000000014 0.013515000000000001 -1.0000000180025095e-35 -0.020429999999999997
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -4
right_child=-2 -3 4 -5 -6
leaf_value=-0.00037064896587778743 -0.00027910869755815238 0.00028292919840659043 0.00041271633451478657 9.9255165601919063e-06 2.5460976697222197e-05
leaf_weight=0.0018270772305221223 0.001004790124012717 0.0014423309267949372 0.0010169492185725143 0.0017903297496637452 0.0012302253351203474
leaf_count=1449 516 358 422 218 158
internal_value=0 2.73272e-05 -3.55354e-05 -0.000182295 0.000200712
internal_weight=0 0.00730691 0.00586458 0.00361741 0.00224717
internal_count=3121 2605 2247 1667 580
is_linear=0
shrinkage=0.00196078


Tree=7980
num_leaves=6
num_cat=0
split_feature=131 150 16 3 3
split_gain=2.51187e-05 2.59001e-05 5.19564e-05 3.88878e-05 2.41219e-05
threshold=0.078765000000000016 0.080470000000000014 0.013515000000000001 -1.0000000180025095e-35 -0.020429999999999997
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -4
right_child=-2 -3 4 -5 -6
leaf_value=-0.00036662671112457654 -0.00029541538540358995 0.0002664280966748891 0.00042673852254219839 3.6483294164776701e-05 2.4573755438608777e-05
leaf_weight=0.0018612840046011321 0.0010044879602522988 0.0014871920020580786 0.0010527838096317352 0.0018195163295223282 0.0012592921833508371
leaf_count=1449 516 358 422 218 158
internal_value=0 3.48158e-05 -2.26612e-05 -0.000167359 0.000207696
internal_weight=0 0.00748007 0.00599288 0.0036808 0.00231208
internal_count=3121 2605 2247 1667 580
is_linear=0
shrinkage=0.00196078


Tree=7981
num_leaves=6
num_cat=0
split_feature=457 1 0 3 4
split_gain=1.17257e-05 2.60846e-05 2.61967e-05 2.88442e-05 2.38873e-05
threshold=0.045365000000000009 0.11588000000000001 -0.077999999999999986 -0.088084999999999983 0.053180000000000012
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=-0.022681769164136816 0.0090983585772383187 0.0093199239954723338 0.013256155770947398 -0.0094234878196464943 -0.0036778107296836157
leaf_weight=0.0011749437668511808 0.0011847192053183577 0.0016152486469734684 0.00119765565253761 0.0010545235879245562 0.0015133457884903034
leaf_count=1366 289 382 249 552 283
internal_value=0 -0.00171188 -0.00531864 0.00263701 -0.0119837
internal_weight=0 0.00655572 0.00494047 0.00225218 0.00268829
internal_count=3121 2832 2450 801 1649
is_linear=0
shrinkage=0.1


Tree=7982
num_leaves=6
num_cat=0
split_feature=3 15 13 16 1
split_gain=1.12705e-05 3.67959e-05 4.72166e-05 2.92265e-05 3.70543e-05
threshold=-0.14477499999999996 -0.10653 -0.095304999999999987 -0.079109999999999986 0.095285000000000022
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=-0.0096890570579630884 0.016036715201737363 0.014394257554105151 -0.018686860980984144 -0.013940398937369021 0.010349815276222332
leaf_weight=0.0010489088918027318 0.0013753604246892403 0.0012820048293540149 0.0015018674199502235 0.0011848209596739775 0.0013363833982768503
leaf_count=277 460 201 798 1086 299
internal_value=0 0.00146084 -0.00231801 -0.0076436 -0.00106519
internal_weight=0 0.00668044 0.00530508 0.00402307 0.0025212
internal_count=3121 2844 2384 2183 1385
is_linear=0
shrinkage=0.1


Tree=7983
num_leaves=6
num_cat=0
split_feature=49 52 2 42 0
split_gain=1.2182e-05 1.80362e-05 5.03628e-05 6.96697e-05 3.75204e-05
threshold=-0.047584999999999995 0.10744000000000002 0.11215000000000001 0.084050000000000014 -0.10151999999999999
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.0072781608137084926 0.02295508640447113 0.0095417783470370943 -0.023951922413780066 -0.020539292570537077 -0.00085669786974911562
leaf_weight=0.0017539557289101238 0.0011480388969243897 0.0010722829144106088 0.0010701539451016314 0.0011073792086389736 0.0015621868722902608
leaf_count=403 187 506 343 775 907
internal_value=0 -0.00220309 -0.0047797 0.000594672 0.00922986
internal_weight=0 0.00596004 0.00488776 0.0038176 0.00271023
internal_count=3121 2718 2212 1869 1094
is_linear=0
shrinkage=0.1


Tree=7984
num_leaves=6
num_cat=0
split_feature=11 2 4 0 12
split_gain=6.26616e-05 4.2851e-05 6.25232e-05 4.66854e-05 6.01695e-05
threshold=1.0000000180025095e-35 0.098260000000000014 0.033845000000000007 -0.053834999999999994 0.088305000000000008
decision_type=2 2 2 2 2
left_child=1 3 -3 4 -1
right_child=-2 2 -4 -5 -6
leaf_value=-0.00016701489796323244 -0.00047234763915047882 0.00048461378116667887 -6.1701550379537868e-05 -0.00040871916812513826 0.00038003234540802926
leaf_weight=0.0019881536073276069 0.0010012733914656824 0.0016704660984456787 0.0015552640552472178 0.0011863010028711034 0.00126476548273847
leaf_count=1009 244 407 405 194 862
internal_value=0 4.92247e-05 0.000221212 -7.57483e-05 4.56822e-05
internal_weight=0 0.00766495 0.00322573 0.00443922 0.00325292
internal_count=3121 2877 812 2065 1871
is_linear=0
shrinkage=0.00196078


Tree=7985
num_leaves=7
num_cat=0
split_feature=52 52 12 4 1 0
split_gain=1.22487e-05 2.28769e-05 3.03984e-05 5.36099e-05 4.52983e-05 4.24098e-05
threshold=0.11434500000000002 0.070205000000000017 0.097825000000000009 -0.04890499999999999 0.11181500000000001 -0.17169499999999996
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=-0.023265944357544137 -0.010085249903028927 0.015401058712801577 0.01430339134960186 0.024470703408293184 -0.01422911777168032 -0.0028690433993885495
leaf_weight=0.001140659281759277 0.0010510354334135746 0.0010089832645787927 0.001061797530985429 0.0010690809607192414 0.0011725606095045818 0.0012090538399687947
leaf_count=558 501 562 334 99 280 787
internal_value=0 0.00153045 -0.000945203 -0.0044716 0.00174105 0.00996093
internal_weight=0 0.00666214 0.00565315 0.00459135 0.0034507 0.00227813
internal_count=3121 2620 2058 1724 1166 886
is_linear=0
shrinkage=0.1


Tree=7986
num_leaves=5
num_cat=0
split_feature=52 160 52 16
split_gain=1.24664e-05 2.78349e-05 2.91749e-05 5.12782e-05
threshold=-0.081429999999999989 -1.0000000180025095e-35 0.091275000000000009 -0.25582999999999995
decision_type=2 2 2 2
left_child=-1 -2 3 -3
right_child=1 2 -4 -5
leaf_value=0.0070637601757586408 -0.015663352772271114 0.0084604585769708952 0.013596360227718946 -0.016700613482919714
leaf_weight=0.0018671473981329654 0.0012334613935549143 0.0016499520044692538 0.0013519225377926145 0.0015910378306285154
leaf_count=771 825 305 333 887
internal_value=0 -0.00232578 0.00125612 -0.00389139
internal_weight=0 0.00582637 0.00459291 0.00324099
internal_count=3121 2350 1525 1192
is_linear=0
shrinkage=0.1


Tree=7987
num_leaves=7
num_cat=0
split_feature=131 12 12 160 52 1
split_gain=1.70862e-05 2.76632e-05 5.26118e-05 4.03236e-05 5.09495e-05 5.27852e-05
threshold=0.078765000000000016 0.098810000000000023 0.088105000000000003 1.0000000180025095e-35 0.077655000000000016 0.10612500000000001
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=0.00020423678892321205 -0.00024243575063829584 -0.00025443635276498284 0.00044312499353426434 -0.00033603665192468178 0.00045756474149841349 -0.00032973166063771938
leaf_weight=0.0014944251054807294 0.0010176109072945073 0.0011249342412806961 0.0012293091792487708 0.0011272296791392114 0.0010360947411255403 0.0013590783828908142
leaf_count=495 516 406 741 332 403 228
internal_value=0 2.86103e-05 7.95873e-05 -9.49298e-06 8.51414e-05 -5.00839e-05
internal_weight=0 0.00737107 0.00624614 0.00501683 0.0038896 0.0028535
internal_count=3121 2605 2199 1458 1126 723
is_linear=0
shrinkage=0.00196078


Tree=7988
num_leaves=6
num_cat=0
split_feature=484 42 43 16 15
split_gain=1.33132e-05 1.825e-05 2.67759e-05 3.32397e-05 4.18588e-05
threshold=0.073690000000000019 -1.0000000180025095e-35 -0.043144999999999996 -0.029084999999999996 -0.095869999999999983
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.013235349049330792 0.010714287581552262 0.011735577452100993 -0.010585221008686502 -0.016746525325641349 0.014448704860979988
leaf_weight=0.0011307844185593219 0.0010003625485665709 0.0015758849842720732 0.0012577493486176292 0.0013056440971461955 0.0014243023371146521
leaf_count=806 394 869 184 351 517
internal_value=0 -0.00165387 0.000700033 -0.00366107 0.00270903
internal_weight=0 0.00669437 0.00556358 0.0039877 0.00268205
internal_count=3121 2727 1921 1052 701
is_linear=0
shrinkage=0.1


Tree=7989
num_leaves=7
num_cat=0
split_feature=1 3 3 47 48 15
split_gain=2.57161e-05 3.38925e-05 5.66824e-05 3.15953e-05 3.57858e-05 2.92777e-05
threshold=0.090405000000000013 -0.12018999999999998 0.0051600000000000005 0.092530000000000015 0.085325000000000012 -0.026084999999999994
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=0.00018067454634307486 0.00057818961314978464 -0.00054062643860775157 3.2984097132115639e-05 -0.00011778207278339149 -9.3509044497121024e-05 0.0001157339359845515
leaf_weight=0.0010098938112293506 0.0010962266277784148 0.0012695403787484449 0.0013847790159034023 0.0017576578439708491 0.0010046547637917787 0.0010124173029437663
leaf_count=159 330 1702 139 228 180 383
internal_value=0 -0.00012505 -0.000241369 9.23911e-05 0.000211047 0.000356152
internal_weight=0 0.00366421 0.00265432 0.00487096 0.0031133 0.00210864
internal_count=3121 2000 1841 1121 893 713
is_linear=0
shrinkage=0.00196078


Tree=7990
num_leaves=6
num_cat=0
split_feature=131 12 52 49 15
split_gain=2.03853e-05 3.46183e-05 5.90345e-05 4.44013e-05 5.00841e-05
threshold=0.078765000000000016 0.098810000000000023 0.091275000000000009 -0.048674999999999989 -0.016799999999999995
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.00029119198746244335 -0.00025980008198761133 -0.00027841160596924625 0.00045576625931140782 -0.00033855828307253176 0.0001215789665919839
leaf_weight=0.0013832062187204308 0.00104490702732013 0.0011643797940761652 0.0013355490284059184 0.0019266542998084616 0.0017226033207149401
leaf_count=266 516 406 449 638 846
internal_value=0 3.24528e-05 8.92938e-05 -7.96307e-06 -0.000121354
internal_weight=0 0.00753239 0.00636801 0.00503246 0.00364926
internal_count=3121 2605 2199 1750 1484
is_linear=0
shrinkage=0.00196078


Tree=7991
num_leaves=7
num_cat=0
split_feature=52 13 2 2 4 2
split_gain=2.28162e-05 3.15864e-05 3.43925e-05 4.72843e-05 4.29657e-05 6.90924e-05
threshold=0.11434500000000002 -0.17933499999999997 0.11215000000000001 0.096015000000000017 0.0061450000000000003 0.084885000000000002
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=0.00036173032764706637 -0.0002573404523291495 0.00014107616618322732 -0.00029470762854939684 0.00041424575330713362 0.00018572585342307109 -0.00057233421045423463
leaf_weight=0.0010073542235630555 0.0011538255914189327 0.0010003158031070165 0.0013115545405709226 0.0011327936627880657 0.0017422210063727885 0.0010913606849368191
leaf_count=148 501 678 344 367 277 806
internal_value=0 3.94193e-05 -1.2296e-05 6.22805e-05 -4.17139e-05 -0.000231155
internal_weight=0 0.0072856 0.00627825 0.00496669 0.0038339 0.00209168
internal_count=3121 2620 2472 2128 1761 1484
is_linear=0
shrinkage=0.00196078


Tree=7992
num_leaves=6
num_cat=0
split_feature=15 16 0 1 52
split_gain=1.10959e-05 3.27622e-05 3.33829e-05 6.18102e-05 3.67555e-05
threshold=-0.15914499999999995 -0.29154999999999992 -0.082974999999999979 0.094385000000000011 0.091275000000000009
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -4
right_child=1 2 4 -5 -6
leaf_value=0.009121001099862051 -0.017852209938076385 -0.0046311567896874534 -0.015007095475547788 0.026424413236091078 0.0076012186737152519
leaf_weight=0.0011279691410794939 0.0010453335117416298 0.001381272764732472 0.0017599147737749046 0.0011956467153963596 0.0012159085703363135
leaf_count=351 231 1003 985 178 373
internal_value=0 -0.00161152 0.00144587 0.0097781 -0.00576944
internal_weight=0 0.00659808 0.00555274 0.00257692 0.00297582
internal_count=3121 2770 2539 1181 1358
is_linear=0
shrinkage=0.1


Tree=7993
num_leaves=5
num_cat=0
split_feature=52 52 43 2
split_gain=1.18547e-05 2.49533e-05 2.28027e-05 4.33552e-05
threshold=-0.081429999999999989 -0.0064899999999999992 -0.0037449999999999996 0.10613000000000002
decision_type=2 2 2 2
left_child=-1 -2 -3 -4
right_child=1 2 3 -5
leaf_value=0.0068813667385595901 -0.016207018363335747 -0.0080932601132571152 0.017140675273421543 -0.0070619426230331718
leaf_weight=0.0018734944869825965 0.001051815451311949 0.001797778313675241 0.0016315784826855381 0.0013546762280963248
leaf_count=771 438 1126 570 216
internal_value=0 -0.00226136 0.000804723 0.00616147
internal_weight=0 0.00583585 0.00478403 0.00298625
internal_count=3121 2350 1912 786
is_linear=0
shrinkage=0.1


Tree=7994
num_leaves=7
num_cat=0
split_feature=13 48 1 48 0 16
split_gain=1.99946e-05 3.12629e-05 5.62261e-05 2.4016e-05 4.74436e-05 4.46584e-05
threshold=-0.23438999999999996 0.11280000000000003 0.111945 0.083985000000000018 -0.10224499999999999 -0.022939999999999999
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=0.00025279369381515189 -0.00050117698891429701 -0.00035828359056595582 0.00034063672756812766 0.00014502549954592084 0.00023867285416543065 -0.00029741047026583068
leaf_weight=0.0010227105625746297 0.0011529747893951202 0.0010202940011063517 0.0015161982589671115 0.0012149217551403932 0.0012524091629453572 0.0011424258405710241
leaf_count=169 275 126 302 382 1077 790
internal_value=0 -3.99474e-05 1.17806e-05 -9.29095e-05 -0.000174389 -1.70589e-05
internal_weight=0 0.00729922 0.00627893 0.00476273 0.00354781 0.00239484
internal_count=3121 2952 2826 2524 2142 1867
is_linear=0
shrinkage=0.00196078


Tree=7995
num_leaves=6
num_cat=0
split_feature=4 151 0 47 15
split_gain=1.198e-05 1.87379e-05 3.70576e-05 4.62148e-05 6.62372e-05
threshold=0.27834500000000006 -0.024429999999999997 -0.11756999999999999 0.085270000000000026 0.040760000000000005
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.010307002197487584 0.0088097531129973632 -0.018309230252167637 -0.019070994651710974 0.016649280721342849 0.012790477581925131
leaf_weight=0.0010673024374086137 0.0012768653448592343 0.0013822424010365569 0.0016637916396059138 0.0012471061081864268 0.0010734599832648343
leaf_count=452 340 253 762 269 1045
internal_value=0 -0.00179421 -0.00420089 0.000693543 -0.00657597
internal_weight=0 0.0064339 0.0053666 0.00398436 0.00273725
internal_count=3121 2781 2329 2076 1807
is_linear=0
shrinkage=0.1


Tree=7996
num_leaves=7
num_cat=0
split_feature=131 16 150 3 0 12
split_gain=2.34057e-05 3.58838e-05 6.49291e-05 4.13233e-05 4.17274e-05 3.87999e-05
threshold=0.078765000000000016 0.0065250000000000004 0.081835000000000019 -0.078934999999999991 -0.11437499999999999 0.088485000000000022
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=-0.00048273523672388564 -0.00027690882351532589 1.6919335701364763e-05 0.00035572095799018757 -0.00024595855776153499 0.00026870608545431508 0.00049214024681266933
leaf_weight=0.0012142091765825402 0.0010270650148136518 0.0015474296024160213 0.0011040007146010072 0.0015345763065397248 0.0010005666432605686 0.0011525003203073732
leaf_count=994 516 323 307 204 459 318
internal_value=0 3.85745e-05 -6.22269e-05 -0.000185292 -4.28314e-05 0.000219774
internal_weight=0 0.00755328 0.00485335 0.00374935 0.00253514 0.00269993
internal_count=3121 2605 1964 1657 663 641
is_linear=0
shrinkage=0.00196078


Tree=7997
num_leaves=6
num_cat=0
split_feature=484 42 43 2 15
split_gain=1.24617e-05 1.49967e-05 2.7241e-05 3.82134e-05 5.24235e-05
threshold=0.073690000000000019 -1.0000000180025095e-35 1.0000000180025095e-35 0.090050000000000005 -0.031204999999999997
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.012068654066223717 0.010329324759718886 0.015020998944423528 -0.014374920245469096 0.0074161900041722281 -0.020966654662503911
leaf_weight=0.0011351910769432589 0.0010085639378646649 0.0018272126626586237 0.001003402428308593 0.0016680720854693382 0.00106701427419322
leaf_count=806 394 825 330 424 342
internal_value=0 -0.00159359 0.000542923 0.00382386 -0.00365655
internal_weight=0 0.00670089 0.0055657 0.0045623 0.00273509
internal_count=3121 2727 1921 1591 766
is_linear=0
shrinkage=0.1


Tree=7998
num_leaves=7
num_cat=0
split_feature=131 16 150 3 2 1
split_gain=2.24794e-05 3.52072e-05 7.0302e-05 3.35285e-05 3.25057e-05 2.939e-05
threshold=0.078765000000000016 0.0065250000000000004 0.081835000000000019 -0.013929999999999998 0.073895000000000002 0.10587000000000001
decision_type=2 2 2 2 2 2
left_child=1 2 4 -3 -1 -6
right_child=-2 3 -4 -5 5 -7
leaf_value=-0.00047965422039718015 -0.00027311865215098608 0.00046751382262994818 0.00037459540356806051 2.090355720840836e-05 -0.00026201774193890985 0.00015759606766029089
leaf_weight=0.0010692738623359539 0.0010107174663244577 0.0011738052931217597 0.0010933463554200057 0.0014380148258689273 0.0014274299876035677 0.0011659063866097878
leaf_count=348 516 468 307 173 1152 157
internal_value=0 3.87147e-05 -6.17308e-05 0.000221619 -0.000191981 -7.33687e-05
internal_weight=0 0.00736778 0.00475596 0.00261182 0.00366261 0.00259334
internal_count=3121 2605 1964 641 1657 1309
is_linear=0
shrinkage=0.00196078


Tree=7999
num_leaves=6
num_cat=0
split_feature=0 12 2 4 3
split_gain=1.42205e-05 3.54311e-05 3.90108e-05 2.39006e-05 2.06797e-05
threshold=-0.060129999999999996 0.090995000000000006 0.089885000000000007 -0.35136499999999998 0.097915000000000016
decision_type=2 2 2 2 2
left_child=1 2 -1 -2 -4
right_child=3 -3 4 -5 -6
leaf_value=-0.012278775259264414 -0.0045891370651683005 -0.018709224857652033 0.019705573794579431 0.014626705016476244 0.0013994071210473586
leaf_weight=0.0013723695161315897 0.0011784473555506558 0.0011320248737084091 0.0010150326804285216 0.0014360382058961106 0.00157401717751435
leaf_count=1149 227 813 394 346 192
internal_value=0 -0.0031071 0.0013514 0.0059654 0.00857631
internal_weight=0 0.00509344 0.00396142 0.00261449 0.00258905
internal_count=3121 2548 1735 573 586
is_linear=0
shrinkage=0.1


Tree=8000
num_leaves=7
num_cat=0
split_feature=131 16 12 12 13 1
split_gain=2.80556e-05 3.72447e-05 3.62734e-05 3.56886e-05 3.71988e-05 3.6756e-05
threshold=0.077555000000000027 0.0065250000000000004 0.088485000000000022 0.090995000000000006 -0.010384999999999998 0.10508500000000001
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=0.00031526127965000102 -0.00031026389508397587 3.0795405577007694e-05 0.00049468827608959429 -0.0003900786945812729 -0.00029278463530705629 0.00018105684411050482
leaf_weight=0.0011654621843778055 0.0010016605853043663 0.0015454012517102603 0.0011160766380179377 0.0010162764614251676 0.0015922857969702842 0.0010407948477771968
leaf_count=894 522 322 318 578 359 128
internal_value=0 3.91831e-05 0.000225326 -6.37109e-05 2.36068e-05 -0.000105486
internal_weight=0 0.0074763 0.00266148 0.00481482 0.00379854 0.00263308
internal_count=3121 2599 640 1959 1381 487
is_linear=0
shrinkage=0.00196078


Tree=8001
num_leaves=8
num_cat=0
split_feature=47 16 43 52 15 15 0
split_gain=4.18358e-05 4.86819e-05 3.45685e-05 5.47201e-05 3.28429e-05 4.93119e-05 3.0589e-05
threshold=0.11893500000000001 -0.5048999999999999 -0.17390999999999998 0.08734500000000002 -0.0063699999999999989 -0.097454999999999986 -0.082084999999999977
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -6
right_child=-2 2 3 -5 6 -7 -8
leaf_value=0.00042482421488193313 -0.00038609779414426116 0.0002933215943585366 0.00013426535965661984 -0.0004400011814366472 0.00044636545717417672 -0.00044589581341072595 -3.8442107584066156e-05
leaf_weight=0.0010865359837484261 0.0010003519846672713 0.0011084670589665471 0.0011875315413373527 0.0012886109879745632 0.0010009998850473759 0.0010714934571587548 0.0010004590788592364
leaf_count=199 115 193 332 718 368 714 482
internal_value=0 3.99989e-05 -2.28058e-05 -8.59543e-05 2.11295e-05 -0.000140915 0.000204027
internal_weight=0 0.0077441 0.00665756 0.00554909 0.00426048 0.00225902 0.00200146
internal_count=3121 3006 2807 2614 1896 1046 850
is_linear=0
shrinkage=0.00196078


Tree=8002
num_leaves=5
num_cat=0
split_feature=0 47 49 3
split_gain=1.34133e-05 3.72524e-05 3.40109e-05 1.99318e-05
threshold=-0.019414999999999998 1.0000000180025095e-35 -0.054319999999999993 -0.0080949999999999998
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=-0.010861869766942242 0.0072951672377203737 -0.013864588894422259 0.0010869687711990727 0.01818523569816536
leaf_weight=0.0012012099345495891 0.0018862344502187942 0.0019092004932119615 0.0014142744345305076 0.0013163480749116873
leaf_count=303 365 414 1777 262
internal_value=0 -0.00240408 0.00316086 0.00932951
internal_weight=0 0.00584103 0.00393183 0.00273062
internal_count=3121 2756 2342 2039
is_linear=0
shrinkage=0.1


Tree=8003
num_leaves=6
num_cat=0
split_feature=52 0 0 15 4
split_gain=1.25922e-05 2.9103e-05 3.02127e-05 4.44103e-05 2.91608e-05
threshold=0.11434500000000002 -0.077999999999999986 -0.10607499999999999 -0.092489999999999989 -0.35136499999999998
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -3
right_child=-2 4 -4 -5 -6
leaf_value=-0.0092408675295556318 -0.010211225524552579 -0.0030929594212617045 -0.018598408994897186 0.01537743206723914 0.018315051356949139
leaf_weight=0.0017139195129926106 0.0010500630168888093 0.0010637385995854248 0.0010261892360144981 0.0012800400731494358 0.0015833787933660834
leaf_count=228 501 202 1269 240 681
internal_value=0 0.00157031 -0.00379087 0.00128446 0.00971229
internal_weight=0 0.00666727 0.00402015 0.00299396 0.00264712
internal_count=3121 2620 1737 468 883
is_linear=0
shrinkage=0.1


Tree=8004
num_leaves=7
num_cat=0
split_feature=11 1 2 43 3 47
split_gain=5.24226e-05 3.62215e-05 5.26514e-05 4.78141e-05 5.58896e-05 2.33475e-05
threshold=1.0000000180025095e-35 0.10089500000000001 0.116525 -0.084004999999999982 0.090900000000000009 0.084635000000000016
decision_type=2 2 2 2 2 2
left_child=1 3 5 -1 -5 -3
right_child=-2 2 -4 4 -6 -7
leaf_value=0.00025087271685251769 -0.00042425439966109501 -0.00017736765992465743 0.00055801591271537445 -0.00039914267949668722 0.0001424722111611726 0.00021709697373162364
leaf_weight=0.0012823402064780333 0.0010176447173222839 0.0010749914401463221 0.0010824566199636272 0.0019768108968598857 0.0011637166437216441 0.0012449750210398658
leaf_count=545 244 270 260 1555 114 133
internal_value=0 4.88303e-05 0.000200927 -6.81748e-05 -0.000198448 3.43158e-05
internal_weight=0 0.00782529 0.00340242 0.00442287 0.00314053 0.00231997
internal_count=3121 2877 663 2214 1669 403
is_linear=0
shrinkage=0.00196078


Tree=8005
num_leaves=7
num_cat=0
split_feature=11 1 3 16 43 1
split_gain=6.57714e-05 3.90293e-05 5.69994e-05 4.96235e-05 4.19718e-05 2.81687e-05
threshold=1.0000000180025095e-35 0.10089500000000001 0.088060000000000013 -0.094359999999999986 -0.084004999999999982 0.11507500000000002
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=-0.00040820475547026801 -0.00046985655816193735 0.00054178982970041892 0.00023877112966824609 0.00034967779469294665 -0.00011246239299053361 -0.00021714153074527646
leaf_weight=0.0011673226784459341 0.001017956941846373 0.0012939274081166748 0.0010757222692243419 0.0012226036400498344 0.0019778815790867212 0.0010104414228615344
leaf_count=370 244 409 95 489 1355 159
internal_value=0 6.02812e-05 0.000218479 -6.21425e-05 6.40778e-05 1.79481e-05
internal_weight=0 0.0077479 0.00338009 0.00436781 0.00320049 0.00208616
internal_count=3121 2877 663 2214 1844 254
is_linear=0
shrinkage=0.00196078


Tree=8006
num_leaves=6
num_cat=0
split_feature=3 12 3 2 0
split_gain=1.16296e-05 2.08433e-05 2.7951e-05 4.31489e-05 3.45973e-05
threshold=0.13524500000000003 0.092355000000000007 -0.015584999999999998 0.09142500000000002 -0.17169499999999996
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -4
right_child=-2 -3 4 -5 -6
leaf_value=-0.0030252550308039268 0.0091859505359076776 -0.011735505986127315 0.005485671859924328 0.025020742935078763 -0.016744240379862756
leaf_weight=0.0011903546994043001 0.0011626676972052103 0.0015655891082620313 0.0014645529069081883 0.0010174459802850505 0.0013413019052475419
leaf_count=1211 192 906 150 325 337
internal_value=0 -0.00166309 0.00148217 0.0098995 -0.00514104
internal_weight=0 0.00657924 0.00501366 0.0022078 0.00280585
internal_count=3121 2929 2023 1536 487
is_linear=0
shrinkage=0.1


Tree=8007
num_leaves=6
num_cat=0
split_feature=43 3 2 16 4
split_gain=1.02439e-05 4.34887e-05 2.23273e-05 2.08173e-05 1.3313e-05
threshold=-0.04890499999999999 -0.077774999999999983 0.089885000000000007 -0.065229999999999996 0.19806500000000002
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.005518440606084132 -0.013296132625041944 0.019728886198375369 0.015847196636115748 -0.0077939650579754681 -0.00025291480600877667
leaf_weight=0.0016750048080614597 0.0014327589075412836 0.001151119574688394 0.0010494897759636597 0.0014146018734296252 0.0010058101148595758
leaf_count=960 856 495 266 377 167
internal_value=0 0.00476515 -0.00279408 0.00154233 0.00796822
internal_weight=0 0.00282612 0.00490266 0.0034699 0.0020553
internal_count=3121 1455 1666 810 433
is_linear=0
shrinkage=0.1


Tree=8008
num_leaves=6
num_cat=0
split_feature=52 15 3 1 15
split_gain=1.01678e-05 2.65597e-05 6.49937e-05 5.28309e-05 4.70515e-05
threshold=0.11434500000000002 -0.016799999999999995 -0.08824499999999999 0.11181500000000001 1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 3 -3 -1 -4
right_child=-2 2 4 -5 -6
leaf_value=0.0063830983129439627 -0.0091644851031832588 -0.010815106301474095 0.033812291358727688 -0.018666904916959128 0.0036767043323367062
leaf_weight=0.0018936982769899597 0.0010517248870841097 0.0011842863422934975 0.0010230580539600479 0.0015158628239003782 0.0010496868396964725
leaf_count=882 501 480 235 333 690
internal_value=0 0.00141517 0.00787316 -0.00475393 0.0185509
internal_weight=0 0.00666659 0.00325703 0.00340956 0.00207274
internal_count=3121 2620 1405 1215 925
is_linear=0
shrinkage=0.1


Tree=8009
num_leaves=6
num_cat=0
split_feature=4 52 2 52 4
split_gain=1.18341e-05 1.92432e-05 4.09059e-05 6.35771e-05 5.68047e-05
threshold=0.27834500000000006 0.10744000000000002 0.10097500000000002 -0.088204999999999992 -0.0016099999999999997
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.020046293715951582 0.0087644053720566644 0.010617170463553947 -0.019140081139586752 0.021485464402807016 -0.00636231929167298
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leaf_count=422 340 489 487 1086 297
internal_value=0 -0.00177146 -0.00419062 0.000903122 0.0084775
internal_weight=0 0.00642082 0.00537184 0.00400666 0.0029427
internal_count=3121 2781 2292 1805 1383
is_linear=0
shrinkage=0.1


Tree=8010
num_leaves=6
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split_feature=1 3 13 16 0
split_gain=1.26575e-05 2.7935e-05 2.07925e-05 3.21368e-05 2.88922e-05
threshold=0.10781 0.11296500000000002 -0.033284999999999988 -0.0064149999999999997 -0.082974999999999979
decision_type=2 2 2 2 2
left_child=2 -2 4 -4 -1
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leaf_value=0.0011135131257651912 0.013748132829851904 -0.0065855455810634768 -0.0058070254916790937 0.01607796292311648 -0.022737875197216366
leaf_weight=0.0010149988092592744 0.0016374755739431742 0.0011502499839798456 0.0017874551338594306 0.0010742284320202522 0.0010164832314574926
leaf_count=796 392 192 785 377 579
internal_value=0 0.00535821 -0.00308407 0.00240824 -0.0108209
internal_weight=0 0.00278773 0.00489317 0.00286168 0.00203148
internal_count=3121 584 2537 1162 1375
is_linear=0
shrinkage=0.1


Tree=8011
num_leaves=7
num_cat=0
split_feature=13 48 1 160 1 4
split_gain=2.33358e-05 2.33449e-05 5.61177e-05 3.81938e-05 2.84328e-05 7.82094e-05
threshold=-0.23438999999999996 0.11280000000000003 0.111945 -1.0000000180025095e-35 0.093205000000000024 -0.083854999999999985
decision_type=2 2 2 2 2 2
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leaf_weight=0.0010311452168103048 0.0011954887023168494 0.0010204877806092435 0.0015218815905861296 0.0011480173809687389 0.0010257631082645335 0.001421795666779234
leaf_count=169 796 126 302 338 353 1037
internal_value=0 -4.11778e-05 3.30173e-06 -0.000100891 5.70965e-08 -0.000110104
internal_weight=0 0.00733343 0.00631295 0.00479106 0.00359558 0.00256981
internal_count=3121 2952 2826 2524 1728 1375
is_linear=0
shrinkage=0.00196078


Tree=8012
num_leaves=7
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split_feature=131 13 2 457 16 4
split_gain=2.00181e-05 3.72233e-05 3.64733e-05 3.36084e-05 3.15707e-05 3.19684e-05
threshold=0.078765000000000016 -0.076384999999999995 0.10005000000000001 0.045365000000000009 -0.074319999999999983 0.0082450000000000006
decision_type=2 2 2 2 2 2
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right_child=-2 3 -4 -5 5 -7
leaf_value=3.0086066848704665e-06 -0.00026304207100040381 -0.00034968591811347535 0.0005004532364161888 0.0002534085151808343 -0.00018841446456897745 0.00026513361977696155
leaf_weight=0.0011826786020192599 0.0010021538957264388 0.0016502414884153162 0.0010880249092456826 0.0010483633168307076 0.0014309271986503369 0.0010258431732186489
leaf_count=809 516 624 251 173 565 183
internal_value=0 3.21893e-05 0.000241363 -5.99421e-05 -0.000139929 9.67991e-07
internal_weight=0 0.00742608 0.0022707 0.00515538 0.00410701 0.00245677
internal_count=3121 2605 1060 1545 1372 748
is_linear=0
shrinkage=0.00196078


Tree=8013
num_leaves=7
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split_feature=13 48 1 3 2 16
split_gain=2.50392e-05 3.22233e-05 6.45571e-05 2.82996e-05 6.80754e-05 2.35817e-05
threshold=-0.23438999999999996 0.11280000000000003 0.111945 -0.12018999999999998 0.092365000000000017 -0.078844999999999985
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5
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leaf_value=0.00027984538334929087 0.00014455950516482053 -0.00036924975140520963 0.00035411279416016055 0.00018429425229559058 -0.00057165277468866366 -0.00021261929815611042
leaf_weight=0.0010300928811298677 0.0012691402282136964 0.0010242123445572647 0.0015455625031726818 0.0012444293056860073 0.0012197450846793342 0.0010706113894291187
leaf_count=169 268 126 302 704 714 838
internal_value=0 -4.65143e-05 5.54495e-06 -0.000106599 -0.000196776 7.38011e-07
internal_weight=0 0.0073737 0.00634949 0.00480393 0.00353479 0.00231504
internal_count=3121 2952 2826 2524 2256 1542
is_linear=0
shrinkage=0.00196078


Tree=8014
num_leaves=6
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split_feature=3 457 3 12 4
split_gain=1.29808e-05 1.82768e-05 3.66563e-05 3.61466e-05 5.24246e-05
threshold=0.13524500000000003 0.069910000000000014 0.088060000000000013 0.079890000000000017 0.09173000000000002
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.012349606827200571 0.0097343715384477381 0.01012591783794157 -0.019601772534692377 -0.018342899028874544 0.0099044844310423319
leaf_weight=0.0015607386407216544 0.0011575777438770354 0.001081431971027072 0.001192931281780091 0.0016006628759326984 0.0011144750642301834
leaf_count=401 192 246 135 1940 207
internal_value=0 -0.00175277 -0.00410173 0.000222647 -0.00674827
internal_weight=0 0.00655024 0.00546881 0.00427588 0.00271514
internal_count=3121 2929 2683 2548 2147
is_linear=0
shrinkage=0.1


Tree=8015
num_leaves=6
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split_feature=13 48 1 2 16
split_gain=2.98775e-05 3.06403e-05 5.49367e-05 3.76307e-05 4.71913e-05
threshold=-0.23438999999999996 0.11280000000000003 0.111945 0.092365000000000017 -0.088159999999999988
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
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leaf_value=0.00030704128532471858 0.00035272019147093638 -0.0003640239427036474 0.00032375569839865158 -0.00031069093951608691 -0.00015887833156830454
leaf_weight=0.0010305403592923319 0.0011357586247289348 0.0010248173332248478 0.0015414676894778458 0.0019636899024224664 0.0017790382402655305
leaf_count=169 432 126 302 858 1234
internal_value=0 -4.91815e-05 1.07675e-06 -0.000100881 4.04674e-05
internal_weight=0 0.00744477 0.00641995 0.00487849 0.0029148
internal_count=3121 2952 2826 2524 1666
is_linear=0
shrinkage=0.00196078


Tree=8016
num_leaves=7
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split_feature=2 2 13 42 43 1
split_gain=1.15198e-05 3.50203e-05 2.63261e-05 2.57403e-05 3.86821e-05 1.76212e-05
threshold=0.099185000000000009 0.090935000000000016 -0.08971999999999998 0.08623500000000002 -1.0000000180025095e-35 0.10937500000000001
decision_type=2 2 2 2 2 2
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leaf_value=-0.017853596142779048 0.01707832801159042 -0.01926301330261106 -0.01034356233897403 0.014827506767474833 0.0078240597530989092 0.0077233251705424279
leaf_weight=0.0010989263992999218 0.0010996679508699105 0.001054278794918889 0.0011572492351256886 0.0010264045907031017 0.0012585977647514789 0.001011867779297507
leaf_count=803 200 423 524 660 316 195
internal_value=0 -0.00334865 0.00447426 0.00160954 -0.00414521 -0.00191557
internal_weight=0 0.00443821 0.00326878 0.00338393 0.00235752 0.00216912
internal_count=3121 2202 919 1779 1119 719
is_linear=0
shrinkage=0.1


Tree=8017
num_leaves=6
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split_feature=52 0 47 15 48
split_gain=2.62414e-05 2.85754e-05 5.04364e-05 3.39551e-05 6.87056e-05
threshold=0.11434500000000002 -0.019414999999999998 1.0000000180025095e-35 0.035560000000000008 0.085130000000000025
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.00047899931224001095 -0.00027807086258639321 0.00026002760241301056 -0.00030498422719078588 -0.00016990576201215014 -0.00017492247748577994
leaf_weight=0.0015890824896138036 0.0011512090827336128 0.0017368925628005651 0.0017390768649874055 0.0012365422502052395 0.0010105809242235673
leaf_count=782 501 307 336 935 260
internal_value=0 4.04188e-05 -2.79969e-05 9.75705e-05 0.000224797
internal_weight=0 0.00731218 0.00557528 0.00383621 0.00259966
internal_count=3121 2620 2313 1977 1042
is_linear=0
shrinkage=0.00196078


Tree=8018
num_leaves=6
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split_feature=42 49 1 4 0
split_gain=1.17301e-05 2.35894e-05 2.58613e-05 5.09261e-05 1.64297e-05
threshold=0.091735000000000025 -0.00064499999999999985 0.111945 -0.0016099999999999997 -0.043914999999999989
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.0077551929985948112 -0.0094948246154838156 0.019395510141861378 0.017834103975808899 -0.01517274193895253 0.0020250296188857944
leaf_weight=0.0019189628732339762 0.0011192109319649928 0.0010229530694950309 0.0012336759199314141 0.0012470667762340334 0.0011642139218503854
leaf_count=571 667 1060 234 393 196
internal_value=0 0.00157835 0.00541535 0.00095417 0.0101493
internal_weight=0 0.00658687 0.00466791 0.00343423 0.00218717
internal_count=3121 2454 1883 1649 1256
is_linear=0
shrinkage=0.1


Tree=8019
num_leaves=5
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split_feature=52 160 1 0
split_gain=1.16968e-05 3.05234e-05 2.56955e-05 2.97336e-05
threshold=-0.081429999999999989 -1.0000000180025095e-35 0.08844500000000001 -0.18113999999999997
decision_type=2 2 2 2
left_child=-1 -2 -3 -4
right_child=1 2 3 -5
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leaf_weight=0.0018640985887313664 0.0012352042768596257 0.0018288303348898177 0.0010326060209465276 0.0017331344566876125
leaf_count=771 825 939 97 489
internal_value=0 -0.00223122 0.00152056 0.00760173
internal_weight=0 0.00582978 0.00459457 0.00276574
internal_count=3121 2350 1525 586
is_linear=0
shrinkage=0.1


Tree=8020
num_leaves=7
num_cat=0
split_feature=484 49 52 15 15 3
split_gain=1.12247e-05 1.76748e-05 3.3409e-05 6.01842e-05 6.55254e-05 1.94003e-05
threshold=0.073690000000000019 -0.081404999999999991 -0.07167999999999998 -0.11713499999999999 -0.031204999999999997 -0.020429999999999997
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=0.010379387572315761 0.0098366007630213918 -0.019270964773537385 -0.020258710229336032 0.026055571478037665 0.0050407237877402259 -0.013584774939116268
leaf_weight=0.0010539710754442688 0.0010036990775479458 0.0011104554183655694 0.0010996427782483391 0.0011519852864801845 0.0012581459575185779 0.001006698592869565
leaf_count=213 394 591 317 415 1088 103
internal_value=0 -0.00150511 -0.00373118 8.95573e-05 0.00663827 -0.00323811
internal_weight=0 0.0066809 0.00562693 0.00451647 0.00341683 0.00226484
internal_count=3121 2727 2514 1923 1606 1191
is_linear=0
shrinkage=0.1


Tree=8021
num_leaves=7
num_cat=0
split_feature=15 16 2 48 2 43
split_gain=1.80028e-05 4.80134e-05 5.61255e-05 5.02298e-05 4.15443e-05 6.69333e-05
threshold=-0.15914499999999995 -0.36241499999999999 0.10981000000000002 0.082620000000000013 0.084245000000000014 -0.074359999999999996
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3
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leaf_value=0.00021557882868510016 -0.0004291935307126995 0.0003060713768555132 0.00039153372789042942 0.00030255699600449166 -0.00043680492986904027 -0.00037968058312793892
leaf_weight=0.0012280206637371128 0.0010467631831659876 0.0011840154811088379 0.0012720275928420803 0.0010646757069122472 0.0014671256267818388 0.0010174910851033089
leaf_count=351 221 255 361 326 1144 463
internal_value=0 -4.16717e-05 2.58754e-05 -7.23914e-05 -0.000181205 -1.08691e-05
internal_weight=0 0.0070521 0.00600534 0.00473331 0.00366863 0.00220151
internal_count=3121 2770 2549 2188 1862 718
is_linear=0
shrinkage=0.00196078


Tree=8022
num_leaves=6
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split_feature=15 16 2 4 12
split_gain=1.33136e-05 2.75212e-05 3.38483e-05 3.70969e-05 5.18687e-05
threshold=-0.15914499999999995 -0.29154999999999992 0.10981000000000002 -0.10429499999999998 0.088305000000000008
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
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leaf_weight=0.0011316965523835969 0.0010348923740833007 0.0013089959787924797 0.0011400336714027827 0.0018322644987760275 0.00122796407791798
leaf_count=351 231 276 352 975 936
internal_value=0 -0.00175611 0.00105455 -0.00294931 0.0030771
internal_weight=0 0.00654415 0.00550926 0.00436922 0.00306023
internal_count=3121 2770 2539 2187 1911
is_linear=0
shrinkage=0.1


Tree=8023
num_leaves=7
num_cat=0
split_feature=4 151 12 16 42 16
split_gain=2.44986e-05 2.38603e-05 4.19671e-05 3.88366e-05 3.59821e-05 2.7637e-05
threshold=0.27044500000000005 -0.024429999999999997 0.086850000000000024 -0.074319999999999983 0.084635000000000016 0.071345000000000006
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -5
right_child=-2 2 4 5 -6 -7
leaf_value=0.00020556032655014506 0.00022594190287266865 -0.00055068824003035109 -0.00013432888228126139 0.00011411238316009863 0.00034446575222160295 -0.00032809601942915538
leaf_weight=0.001148125717036646 0.0014798793246019251 0.001093371654995649 0.0012802860045472734 0.0011340781287595776 0.001141501801430681 0.0010431992924863469
leaf_count=451 365 384 695 345 734 147
internal_value=0 -5.22948e-05 -0.000104302 -0.000249175 9.13494e-05 -9.7763e-05
internal_weight=0 0.00684056 0.00569244 0.00327065 0.00242179 0.00217728
internal_count=3121 2756 2305 876 1429 492
is_linear=0
shrinkage=0.00196078


Tree=8024
num_leaves=7
num_cat=0
split_feature=11 2 43 3 3 13
split_gain=4.13139e-05 4.45995e-05 5.93459e-05 6.77682e-05 5.66146e-05 1.56432e-05
threshold=1.0000000180025095e-35 0.098260000000000014 -0.074359999999999996 0.048265000000000009 0.12178000000000001 -0.0087749999999999981
decision_type=2 2 2 2 2 2
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right_child=-2 4 3 -5 -6 -7
leaf_value=0.00033403463698367905 -0.00038189623418536951 0.00044358458198497889 -0.00060968474245661744 3.0605500839670995e-05 -7.4432549193202479e-05 -6.2248741956773629e-06
leaf_weight=0.0010185554860037112 0.0010116384840604805 0.0018268451264799668 0.0012577850427875766 0.0012845938777751727 0.0014589403839780427 0.0010601837354656872
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internal_value=0 3.89361e-05 -8.52398e-05 -0.000286164 0.000213577 0.000160498
internal_weight=0 0.0079069 0.00462112 0.00254238 0.00328579 0.00207874
internal_count=3121 2877 2065 1193 812 872
is_linear=0
shrinkage=0.00196078


Tree=8025
num_leaves=7
num_cat=0
split_feature=131 16 16 3 49 0
split_gain=1.80967e-05 2.87234e-05 5.67987e-05 3.99441e-05 3.18177e-05 5.1781e-05
threshold=0.078765000000000016 0.0065250000000000004 -0.056919999999999991 -0.013929999999999998 -0.026779999999999995 -0.10836499999999999
decision_type=2 2 2 2 2 2
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leaf_weight=0.001265193331574317 0.0010336387059510718 0.0011934660442463815 0.0010367502284183341 0.0014400876220315622 0.0012807440840105063 0.0012479377726940808
leaf_count=201 516 468 589 173 199 975
internal_value=0 3.38437e-05 -5.59666e-05 0.000198579 5.51791e-05 -7.18357e-05
internal_weight=0 0.00746418 0.00483063 0.00263355 0.00379388 0.00252868
internal_count=3121 2605 1964 641 1375 1174
is_linear=0
shrinkage=0.00196078


Tree=8026
num_leaves=7
num_cat=0
split_feature=50 484 52 150 16 43
split_gain=2.4342e-05 2.7322e-05 2.29795e-05 4.1352e-05 5.60853e-05 5.29755e-05
threshold=0.088425000000000017 0.073690000000000019 -0.088614999999999985 0.083095000000000016 -0.36241499999999999 -0.00067499999999999993
decision_type=2 2 2 2 2 2
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leaf_count=511 560 342 242 250 838 378
internal_value=0 3.95533e-05 -8.04316e-06 4.81372e-05 -3.90678e-05 0.000110596
internal_weight=0 0.00742676 0.00640145 0.00520998 0.00417063 0.00290993
internal_count=3121 2561 2219 1708 1458 1216
is_linear=0
shrinkage=0.00196078


Tree=8027
num_leaves=7
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split_feature=131 16 150 12 12 0
split_gain=2.1491e-05 2.89995e-05 4.85527e-05 3.58508e-05 3.56323e-05 3.91923e-05
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decision_type=2 2 2 2 2 2
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leaf_value=-0.00023576650191358789 -0.00027365104189482558 2.144761488182546e-06 0.0003056041170884171 0.00046865035779745853 -0.00046574864163860806 0.00026162571809252211
leaf_weight=0.0015570420058049553 0.0010014712781583794 0.0015004540534642929 0.001082674706789829 0.0010959647756658966 0.0010814947564738203 0.0010003783745091595
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internal_value=0 3.26091e-05 -5.89226e-05 0.00019906 -0.000167379 -4.12031e-05
internal_weight=0 0.00731801 0.00472159 0.00259642 0.00363892 0.00255742
internal_count=3121 2599 1959 640 1653 768
is_linear=0
shrinkage=0.00196078


Tree=8028
num_leaves=7
num_cat=0
split_feature=4 151 16 2 2 16
split_gain=3.19596e-05 3.22647e-05 4.03337e-05 5.15388e-05 3.34914e-05 2.2554e-07
threshold=0.40473500000000007 -0.024429999999999997 -0.092484999999999984 0.10672500000000001 0.090050000000000005 0.0057500000000000008
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 -5 -6 -7
leaf_value=0.00023361659875434512 0.00027625986498627331 -0.0003518261718582065 -7.5463755290866234e-06 0.00035496500966764543 -0.00041351938201762754 3.40247112456595e-05
leaf_weight=0.001233297327444211 0.0013153489688887956 0.0018929201620477712 0.0010058043788347365 0.0011116914088905158 0.001091887289363048 0.0010012657904796061
leaf_count=473 304 482 867 329 444 222
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internal_weight=0 0.00733687 0.00610357 0.00421065 0.00309896 0.00200707
internal_count=3121 2817 2344 1862 1533 1089
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shrinkage=0.00196078


Tree=8029
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split_feature=0 47 49 13
split_gain=1.26849e-05 3.23472e-05 3.49358e-05 4.10557e-05
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decision_type=2 2 2 2
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leaf_count=311 365 310 1254 881
internal_value=0 -0.00233364 0.00202306 0.00762287
internal_weight=0 0.0058594 0.00436025 0.00313378
internal_count=3121 2756 2446 2135
is_linear=0
shrinkage=0.1


Tree=8030
num_leaves=7
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split_feature=131 13 2 160 15 47
split_gain=3.06901e-05 3.35673e-05 4.41054e-05 3.3445e-05 4.80445e-05 3.49844e-05
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decision_type=2 2 2 2 2 2
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leaf_count=809 516 247 251 458 727 113
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internal_weight=0 0.00754887 0.00232547 0.0052234 0.00417949 0.00259351
internal_count=3121 2605 1060 1545 1298 571
is_linear=0
shrinkage=0.00196078


Tree=8031
num_leaves=7
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split_feature=13 48 1 160 4 4
split_gain=2.56425e-05 2.8609e-05 4.93555e-05 3.97931e-05 2.4315e-05 5.42936e-05
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decision_type=2 2 2 2 2 2
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leaf_weight=0.0010404647868193237 0.0011840909850049978 0.0010144209422259225 0.0015289866171355054 0.0012724686753664085 0.0010314793176262626 0.0013098864385007161
leaf_count=169 796 126 302 441 262 1025
internal_value=0 -4.34498e-05 5.56272e-06 -9.22008e-05 1.00144e-05 -9.1635e-05
internal_weight=0 0.00734133 0.00632691 0.00479793 0.00361383 0.00258236
internal_count=3121 2952 2826 2524 1728 1466
is_linear=0
shrinkage=0.00196078


Tree=8032
num_leaves=6
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split_feature=52 0 47 15 3
split_gain=1.23635e-05 2.49844e-05 4.53702e-05 2.59745e-05 3.00683e-05
threshold=0.11434500000000002 -0.019414999999999998 1.0000000180025095e-35 0.035560000000000008 0.090900000000000009
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.00030754922164147054 -0.010138296702376252 0.012397812063118992 -0.016024691115495853 -0.0079880065976825603 0.022887431282589504
leaf_weight=0.0013280595296987917 0.0010480242572673618 0.0016108608581021948 0.0015711629107968425 0.001144328812691252 0.0010608253714715498
leaf_count=888 501 307 336 935 154
internal_value=0 0.00153991 -0.00188667 0.00440027 0.0103345
internal_weight=0 0.00671524 0.00510438 0.00353321 0.00238888
internal_count=3121 2620 2313 1977 1042
is_linear=0
shrinkage=0.1


Tree=8033
num_leaves=7
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split_feature=4 2 2 16 13 3
split_gain=1.82929e-05 2.08185e-05 3.15786e-05 3.34886e-05 4.26116e-05 7.82682e-07
threshold=0.24564500000000003 0.10672500000000001 0.092875000000000013 -0.088159999999999988 -0.012549999999999997 -0.00083499999999999991
decision_type=2 2 2 2 2 2
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right_child=5 -3 -4 4 -6 -7
leaf_value=0.00026896252921631951 0.00012233912846312667 0.00013430673626817043 -0.00040633671038320114 -0.00046314524879881248 5.9844226496872444e-05 0.00019989625041940881
leaf_weight=0.0010229114306894958 0.001000129348357766 0.0016608018093944368 0.0011315608938843053 0.0010087291885054442 0.0014744931713573804 0.001000939171683422
leaf_count=429 233 438 466 865 497 193
internal_value=0 -5.40702e-05 -0.00012153 -2.96119e-05 -0.000152603 0.000161133
internal_weight=0 0.0062985 0.00463769 0.00350613 0.00248322 0.00200107
internal_count=3121 2695 2257 1791 1362 426
is_linear=0
shrinkage=0.00196078


Tree=8034
num_leaves=6
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split_feature=4 2 2 42 15
split_gain=1.30617e-05 1.48268e-05 3.56972e-05 3.00279e-05 2.04194e-05
threshold=0.24564500000000003 0.10672500000000001 0.092875000000000013 0.085465000000000013 -0.015744999999999999
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.0023836650341345295 0.007260606421429644 0.0060406841559204902 -0.021242825565311509 0.013725146835956457 -0.016812398919449436
leaf_weight=0.0011624505285084087 0.0018648403448116658 0.0015540227234674018 0.0010653730485559094 0.0010545131989877694 0.0010589338866505028
leaf_count=367 426 438 466 734 690
internal_value=0 -0.00234138 -0.00534187 -0.000170633 -0.0067671
internal_weight=0 0.00589529 0.00434127 0.0032759 0.00222138
internal_count=3121 2695 2257 1791 1057
is_linear=0
shrinkage=0.1


Tree=8035
num_leaves=7
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split_feature=50 4 151 1 15 4
split_gain=1.17031e-05 2.2422e-05 2.21418e-05 3.60137e-05 4.38072e-05 3.24446e-05
threshold=0.079410000000000008 0.27834500000000006 -0.016164999999999995 0.083835000000000007 -0.053579999999999996 -0.15764999999999998
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 4 -6 -7
leaf_value=0.012442905856089757 -0.0098357271489315206 0.014748367468894073 0.015509062701825027 0.00036864937349090717 -0.027149984936116079 -0.0084000783496582573
leaf_weight=0.0010036154786334135 0.0010521640818526483 0.0010740597304946409 0.001281624930521595 0.0012145576788960405 0.0011045938972702371 0.001018686144444354
leaf_count=365 609 315 77 183 331 1241
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internal_weight=0 0.00669714 0.00562308 0.00461946 0.00231915 0.00230031
internal_count=3121 2512 2197 1832 514 1318
is_linear=0
shrinkage=0.1


Tree=8036
num_leaves=6
num_cat=0
split_feature=52 52 0 2 0
split_gain=1.1913e-05 3.63268e-05 2.28436e-05 3.51843e-05 3.57873e-05
threshold=-0.081429999999999989 -0.0064899999999999992 -0.14001499999999997 0.10097500000000002 -0.084269999999999984
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
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leaf_value=0.006916337837883986 -0.018992552262659938 0.011824434110416247 -0.010011397291166808 -0.018708527290478654 0.014953288642363703
leaf_weight=0.0018718333082549049 0.0010609849314082145 0.0014725227220227025 0.0010490207221921309 0.0010102620667847102 0.0012686657990770569
leaf_count=771 438 234 594 338 746
internal_value=0 -0.00224706 0.00145398 -0.00313465 0.00365389
internal_weight=0 0.00586146 0.00480047 0.00332795 0.00231769
internal_count=3121 2350 1912 1678 1340
is_linear=0
shrinkage=0.1


Tree=8037
num_leaves=7
num_cat=0
split_feature=50 15 42 43 3 1
split_gain=3.3544e-05 3.44783e-05 4.30398e-05 3.87633e-05 5.44888e-05 5.18103e-05
threshold=0.088425000000000017 -0.15026499999999995 0.091735000000000025 0.05259500000000001 -0.082094999999999987 0.094090000000000021
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=0.00037469308447742874 -0.0003414049326844683 0.0003152159651449912 -0.00038749343584675619 0.00038329928505043609 -0.00042922561120287047 7.4986190586002617e-05
leaf_weight=0.0010143298520089161 0.0010143563844995348 0.0012663645378413373 0.0010031780459820007 0.0011003532689258027 0.0015043167370871085 0.0016352206927466603
leaf_count=326 560 877 444 189 445 280
internal_value=0 3.84393e-05 -1.39573e-05 5.40968e-05 -2.812e-05 -0.000166608
internal_weight=0 0.00752376 0.00650943 0.00550626 0.0044059 0.00313954
internal_count=3121 2561 2235 1791 1602 725
is_linear=0
shrinkage=0.00196078


Tree=8038
num_leaves=6
num_cat=0
split_feature=49 52 2 42 0
split_gain=1.15661e-05 1.64521e-05 4.84128e-05 7.01591e-05 3.03182e-05
threshold=-0.047584999999999995 0.10744000000000002 0.11215000000000001 0.084050000000000014 -0.10151999999999999
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
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leaf_value=0.0071192454231080509 0.021675976720140749 0.0091211152523227243 -0.023241548374165633 -0.020457931681364734 0.00031190070710645753
leaf_weight=0.0017498427416527441 0.0011517410857111924 0.0010688224241584623 0.0010826196763614208 0.0011119664744134511 0.0015693828439585652
leaf_count=403 187 506 343 775 907
internal_value=0 -0.00212328 -0.00456815 0.000705976 0.00935445
internal_weight=0 0.00598453 0.00491571 0.00383309 0.00272112
internal_count=3121 2718 2212 1869 1094
is_linear=0
shrinkage=0.1


Tree=8039
num_leaves=7
num_cat=0
split_feature=52 13 2 47 4 52
split_gain=1.20803e-05 2.66285e-05 2.12324e-05 1.77157e-05 4.62233e-05 1.91483e-05
threshold=0.11434500000000002 -0.084034999999999985 0.10005000000000001 0.092530000000000015 0.0061450000000000003 -0.0064899999999999992
decision_type=2 2 2 2 2 2
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right_child=-2 3 -4 -5 -6 -7
leaf_value=0.0011026573440622764 -0.010035866549226134 -0.017168877118703411 0.021302539773283159 -0.014242912751889115 0.015199363365779615 0.0014834269430595692
leaf_weight=0.0010715760009872362 0.0010434148926856471 0.0011561549517437803 0.0010115811662008861 0.0010338239398389715 0.0013505748960095289 0.001050443759898733
leaf_count=589 501 600 187 185 385 674
internal_value=0 0.00153464 0.0109117 -0.0027202 0.00062866 -0.00828951
internal_weight=0 0.00667415 0.00208316 0.004591 0.00355717 0.0022066
internal_count=3121 2620 776 1844 1659 1274
is_linear=0
shrinkage=0.1


Tree=8040
num_leaves=6
num_cat=0
split_feature=43 3 2 2 15
split_gain=1.29877e-05 4.19752e-05 2.89884e-05 2.48425e-05 2.10771e-05
threshold=-0.04890499999999999 -0.077774999999999983 0.089885000000000007 0.10613000000000002 -0.074054999999999996
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -5
right_child=2 -3 3 4 -6
leaf_value=-0.004737280496588561 -0.015154971207363907 0.020099622801354456 0.012696390944892702 0.0054363317367204372 -0.014341053888269673
leaf_weight=0.0016706128139079895 0.0014239933800103094 0.0011480682549269664 0.001303385223759806 0.0010422799131908354 0.0011156408592057981
leaf_count=960 856 495 375 198 237
internal_value=0 0.00537896 -0.00314527 0.00179557 -0.00478854
internal_weight=0 0.00281868 0.0048853 0.00346131 0.00215792
internal_count=3121 1455 1666 810 435
is_linear=0
shrinkage=0.1


Tree=8041
num_leaves=5
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split_feature=52 52 43 2
split_gain=1.13607e-05 2.9981e-05 2.03083e-05 4.04053e-05
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decision_type=2 2 2 2
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leaf_value=0.0067700434011238424 -0.017488703321175456 -0.0072496233815549389 0.016813899735768873 -0.0065591994525218333
leaf_weight=0.0018647300327678468 0.0010509849259208561 0.0017914167426740461 0.0016316778044731773 0.0013528337064795798
leaf_count=771 438 1126 570 216
internal_value=0 -0.00219775 0.00116716 0.00621923
internal_weight=0 0.00582691 0.00477593 0.00298451
internal_count=3121 2350 1912 786
is_linear=0
shrinkage=0.1


Tree=8042
num_leaves=8
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split_feature=50 15 16 2 2 52 0
split_gain=2.76497e-05 3.46473e-05 4.63348e-05 4.75119e-05 5.56544e-05 6.09318e-05 3.30937e-05
threshold=0.088425000000000017 -0.15026499999999995 -0.36241499999999999 0.10644500000000001 0.092875000000000013 -0.085984999999999992 -0.10607499999999999
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=0.0003795434262149766 -0.00030463033364472493 -0.00038691010784971399 -0.00029755163978253084 0.00040828153387557523 -0.00041804722812208568 0.00053627125858999745 4.7337156203972409e-05
leaf_weight=0.001005391300811633 0.0010107923107054492 0.0010585467756916546 0.0010204081944550957 0.0011870362753990341 0.0010873107294310886 0.0010362381644398299 0.0010942893343115889
leaf_count=326 560 216 292 352 360 86 929
internal_value=0 4.08595e-05 -1.16572e-05 6.15597e-05 -3.55492e-05 9.64416e-05 0.000285143
internal_weight=0 0.00748922 0.00648383 0.00542528 0.00423825 0.00315094 0.00213053
internal_count=3121 2561 2235 2019 1667 1307 1015
is_linear=0
shrinkage=0.00196078


Tree=8043
num_leaves=6
num_cat=0
split_feature=43 43 2 16 4
split_gain=1.18567e-05 3.41958e-05 2.6274e-05 2.20298e-05 1.29455e-05
threshold=-0.04890499999999999 -0.092909999999999979 0.089885000000000007 -0.065229999999999996 0.19806500000000002
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
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leaf_value=-0.0036527683879845675 -0.014453273026839065 0.018940044399085573 0.016063592222136186 -0.0079673047345671082 0.00019116982559862203
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leaf_count=465 856 990 266 377 167
internal_value=0 0.00514353 -0.00300397 0.00169981 0.0082899
internal_weight=0 0.00281776 0.00487865 0.00345798 0.00205624
internal_count=3121 1455 1666 810 433
is_linear=0
shrinkage=0.1


Tree=8044
num_leaves=7
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split_feature=42 49 47 52 4 15
split_gain=1.75379e-05 2.51798e-05 2.86326e-05 2.74186e-05 4.95242e-05 1.70027e-05
threshold=0.091735000000000025 -0.00064499999999999985 0.10254000000000001 -0.031059999999999997 -0.0029599999999999995 -0.048699999999999993
decision_type=2 2 2 2 2 2
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internal_weight=0 0.00692308 0.00491323 0.0038896 0.00288841 0.00200985
internal_count=3121 2454 1883 1741 1253 571
is_linear=0
shrinkage=0.00196078


Tree=8045
num_leaves=7
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split_feature=13 48 1 3 2 16
split_gain=1.36406e-05 3.06956e-05 5.68898e-05 3.48039e-05 7.22292e-05 2.32326e-05
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decision_type=2 2 2 2 2 2
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leaf_count=169 268 126 302 704 714 838
internal_value=0 -3.42275e-05 1.74929e-05 -8.89193e-05 -0.000188994 1.56108e-05
internal_weight=0 0.00722165 0.00620581 0.00469681 0.00347518 0.00228048
internal_count=3121 2952 2826 2524 2256 1542
is_linear=0
shrinkage=0.00196078


Tree=8046
num_leaves=7
num_cat=0
split_feature=13 48 0 2 42 0
split_gain=2.53424e-05 3.76394e-05 4.38168e-05 2.84404e-05 3.83875e-05 3.59713e-05
threshold=-0.23438999999999996 0.11280000000000003 -0.17169499999999996 0.090050000000000005 0.085465000000000013 -0.030209999999999997
decision_type=2 2 2 2 2 2
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leaf_weight=0.0010266226583950057 0.0012416610235726679 0.0010326086939533245 0.0017639307261244719 0.0010929338671338399 0.0011235713063656443 0.0010622959922080939
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internal_value=0 -4.54369e-05 1.15692e-05 -6.96741e-05 5.75445e-05 -0.000240117
internal_weight=0 0.007317 0.00628439 0.00504273 0.0028875 0.00215523
internal_count=3121 2952 2826 2684 1606 1078
is_linear=0
shrinkage=0.00196078


Tree=8047
num_leaves=6
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split_feature=2 2 13 43 2
split_gain=1.00939e-05 3.50128e-05 2.36331e-05 2.20772e-05 1.35258e-05
threshold=0.099185000000000009 0.091185000000000002 -0.08971999999999998 -0.074359999999999996 0.11585500000000001
decision_type=2 2 2 2 2
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leaf_weight=0.001656667826942803 0.0010967491840669832 0.001009994681834177 0.0011688774173234855 0.0017809273928065163 0.0010016815028576389
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internal_value=0 -0.00312829 0.00419214 0.00168102 -0.00185336
internal_weight=0 0.00444759 0.00326731 0.0034376 0.00217056
internal_count=3121 2202 919 1799 719
is_linear=0
shrinkage=0.1


Tree=8048
num_leaves=6
num_cat=0
split_feature=11 1 3 43 2
split_gain=4.22319e-05 4.04623e-05 7.87026e-05 4.54138e-05 3.61122e-05
threshold=1.0000000180025095e-35 0.10089500000000001 0.11296500000000002 -0.084004999999999982 0.089885000000000007
decision_type=2 2 2 2 2
left_child=1 3 -3 -1 -5
right_child=-2 2 -4 4 -6
leaf_value=0.00022818391622459188 -0.00038561620466331757 0.00049285390343661872 -0.00010908027349474712 -0.00048288615197694435 -4.5275037518987499e-05
leaf_weight=0.0012796944788053678 0.0010024287049120199 0.0017426669556160398 0.0016036046602804612 0.0011681874473648212 0.0019109954077164313
leaf_count=545 244 445 218 994 675
internal_value=0 4.2224e-05 0.000204394 -8.22726e-05 -0.000211297
internal_weight=0 0.00770515 0.00334627 0.00435888 0.00307918
internal_count=3121 2877 663 2214 1669
is_linear=0
shrinkage=0.00196078


Tree=8049
num_leaves=7
num_cat=0
split_feature=131 13 2 160 1 0
split_gain=2.51688e-05 3.20522e-05 3.96778e-05 3.25446e-05 4.45227e-05 5.41532e-05
threshold=0.078765000000000016 -0.076384999999999995 0.10005000000000001 -0.080719999999999986 0.095285000000000022 -0.11437499999999999
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=-1.6129099831218895e-05 -0.00029027279019234082 0.00026290987589206463 0.00050024415225818192 -0.00035764027550349236 -0.00025026073344323597 0.0003502738669041618
leaf_weight=0.0012035248644591552 0.0010313088879511647 0.0010270268260237792 0.0010904883084816256 0.0018084463947454169 0.0011425499189640234 0.0011669422884092624
leaf_count=809 516 247 251 870 130 298
internal_value=0 3.6585e-05 0.000229335 -4.93577e-05 -0.000127238 5.31779e-05
internal_weight=0 0.00743898 0.00229401 0.00514497 0.00411794 0.00230949
internal_count=3121 2605 1060 1545 1298 428
is_linear=0
shrinkage=0.00196078


Tree=8050
num_leaves=6
num_cat=0
split_feature=52 15 3 1 15
split_gain=1.0687e-05 2.63643e-05 5.32154e-05 5.17879e-05 3.47037e-05
threshold=0.11434500000000002 -0.016799999999999995 -0.08824499999999999 0.11181500000000001 1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 3 -3 -1 -4
right_child=-2 2 4 -5 -6
leaf_value=0.0063361103713494007 -0.0094142310867276913 -0.0089857868835087409 0.030659594995174635 -0.018439950798327023 0.0048150848749685402
leaf_weight=0.001892743076077514 0.0010497680989293877 0.0011924649330087912 0.0010214830904690347 0.0015220956322506676 0.0010573909699814303
leaf_count=882 501 480 235 333 690
internal_value=0 0.00143875 0.00785441 -0.00470732 0.0175141
internal_weight=0 0.00668618 0.00327134 0.00341484 0.00207887
internal_count=3121 2620 1405 1215 925
is_linear=0
shrinkage=0.1


Tree=8051
num_leaves=6
num_cat=0
split_feature=1 48 0 16 0
split_gain=1.18028e-05 3.00074e-05 5.40172e-05 4.18138e-05 1.97267e-05
threshold=0.111945 0.083985000000000018 -0.10224499999999999 -0.022939999999999999 -0.11756999999999999
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -2
right_child=4 -3 3 -5 -6
leaf_value=-0.025556213021419357 -0.0038075698372059732 0.0093135094149791459 0.014443048399260808 -0.0105796503399837 0.014541118862138814
leaf_weight=0.0011411985590937478 0.0011098728334610372 0.001513667028032246 0.001187818179187965 0.0015254202287729125 0.0012411767026016952
leaf_count=286 145 446 1082 810 352
internal_value=0 -0.00261729 -0.0073026 0.00037494 0.00587915
internal_weight=0 0.0053681 0.00385444 0.00271324 0.00235105
internal_count=3121 2624 2178 1892 497
is_linear=0
shrinkage=0.1


Tree=8052
num_leaves=6
num_cat=0
split_feature=4 2 2 42 3
split_gain=1.3039e-05 1.87222e-05 3.95144e-05 2.72772e-05 1.79097e-05
threshold=0.24564500000000003 0.10672500000000001 0.092875000000000013 0.085465000000000013 0.0041950000000000008
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.015634916786683582 0.0072919119996764569 0.0071231546344465158 -0.022503204802924122 0.012999987059458561 0.0023900724883205164
leaf_weight=0.0010972880580907077 0.0018496029385254766 0.0015406150327962175 0.0010585075244084908 0.0010504838407625417 0.0011077086031765779
leaf_count=928 426 438 466 734 129
internal_value=0 -0.0023397 -0.00571908 -0.000261782 -0.00657983
internal_weight=0 0.0058546 0.00431399 0.00325548 0.002205
internal_count=3121 2695 2257 1791 1057
is_linear=0
shrinkage=0.1


Tree=8053
num_leaves=5
num_cat=0
split_feature=159 52 2 43
split_gain=1.23747e-05 2.95508e-05 2.21336e-05 6.0633e-05
threshold=0.076905000000000015 -0.0064899999999999992 0.10613000000000002 -0.0037449999999999996
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=-0.01185286584711418 0.0099178076810780922 -0.0079803529240129751 -0.0059877906934119162 0.021377269098236389
leaf_weight=0.0019846212827247817 0.0010764948763430137 0.0012755222591443096 0.0017877796337788451 0.0015687250696325228
leaf_count=817 527 901 334 542
internal_value=0 -0.00164318 0.00273122 0.00821164
internal_weight=0 0.00661665 0.00463203 0.00284425
internal_count=3121 2594 1777 1443
is_linear=0
shrinkage=0.1


Tree=8054
num_leaves=6
num_cat=0
split_feature=484 43 12 1 4
split_gain=1.1077e-05 1.79278e-05 5.104e-05 5.98859e-05 7.82553e-05
threshold=0.073690000000000019 -0.14968999999999996 0.090995000000000006 0.094385000000000011 0.098655000000000007
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=0.0089882623817765447 0.0097668585366619751 -0.011476864747262311 -0.019465699690217029 0.033355706717815591 -0.005487113310082406
leaf_weight=0.0013109157161243857 0.0010047530957238513 0.0017556379115210938 0.0015347508716234116 0.0010206436592768431 0.0010545969257139015
leaf_count=251 394 1116 869 258 233
internal_value=0 -0.00149535 -0.00405668 0.00211658 0.0136165
internal_weight=0 0.00667655 0.00536563 0.00383088 0.00207524
internal_count=3121 2727 2476 1607 491
is_linear=0
shrinkage=0.1


Tree=8055
num_leaves=7
num_cat=0
split_feature=131 13 0 160 16 3
split_gain=2.11682e-05 2.88023e-05 3.5491e-05 3.16641e-05 3.89944e-05 2.07215e-05
threshold=0.078765000000000016 -0.076384999999999995 -0.084269999999999984 -0.080719999999999986 -0.018494999999999998 0.090900000000000009
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=-2.3411194197647631e-05 -0.00026705976410762618 0.00026499154422883036 0.00046695828466927465 -0.00012908729018644855 -0.00035626858249487891 0.00023940522264423656
leaf_weight=0.0011462098202278553 0.0010081701809713612 0.0010023421279821646 0.0011238282148201008 0.0013061354950796205 0.0016475535402749753 0.0010651888439433127
leaf_count=687 516 247 373 703 503 92
internal_value=0 3.60697e-05 0.000219356 -4.6792e-05 -0.000124553 3.6438e-05
internal_weight=0 0.00729126 0.00227004 0.00502122 0.00401888 0.00237132
internal_count=3121 2605 1060 1545 1298 795
is_linear=0
shrinkage=0.00196078


Tree=8056
num_leaves=6
num_cat=0
split_feature=4 4 16 16 2
split_gain=1.26929e-05 1.5897e-05 2.8354e-05 1.63003e-05 3.76344e-05
threshold=0.24564500000000003 -0.0016099999999999997 -0.070454999999999976 -0.073849999999999985 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=0.012003644730918018 0.0072105422830424804 -0.021339882600608685 0.0011348725739766107 -0.015482953691267157 0.0092918849498805581
leaf_weight=0.0010974098735982967 0.001844810472512135 0.0010089162327620584 0.0012653499637264685 0.001184295258789985 0.0012713742448937366
leaf_count=783 426 309 334 857 412
internal_value=0 -0.00230708 -0.00883544 0.00187161 -0.00265627
internal_weight=0 0.00582735 0.00227427 0.00355308 0.00245567
internal_count=3121 2695 643 2052 1269
is_linear=0
shrinkage=0.1


Tree=8057
num_leaves=7
num_cat=0
split_feature=50 15 16 160 43 2
split_gain=2.9512e-05 3.79572e-05 4.37245e-05 4.53896e-05 3.37153e-05 6.1871e-05
threshold=0.079410000000000008 -0.14755499999999996 -0.36241499999999999 -0.027994999999999996 -0.074359999999999996 0.098260000000000014
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=0.00039418565178339144 -0.00030127289653130557 -0.00038422817896469649 0.00042135988459054361 0.00018329795369890228 -0.00045454326877565783 0.00016564999506358836
leaf_weight=0.0010026862481900293 0.0011249518404027872 0.0010380760022238875 0.0010469881820046956 0.0016360162380890833 0.0013901274247031395 0.0011140446863820096
leaf_count=342 609 212 467 519 680 292
internal_value=0 4.01348e-05 -1.68913e-05 5.66215e-05 -3.56151e-05 -0.000178635
internal_weight=0 0.00722794 0.00622525 0.00518718 0.00414019 0.00250417
internal_count=3121 2512 2170 1958 1491 972
is_linear=0
shrinkage=0.00196078


Tree=8058
num_leaves=6
num_cat=0
split_feature=50 3 1 3 3
split_gain=1.29647e-05 2.30165e-05 3.86694e-05 8.15205e-05 4.87985e-05
threshold=0.079410000000000008 -0.12018999999999998 0.094090000000000021 0.0051600000000000005 0.11296500000000002
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -4
right_child=-2 2 4 -5 -6
leaf_value=0.013039820223681338 -0.010389157887531038 -0.030857235555040958 0.01833941937516392 0.0055551399959740408 -0.0086019982967246496
leaf_weight=0.0013914559696481307 0.0010424933927033727 0.0010962334631916919 0.0015649868785325002 0.0014001686703582509 0.0011786337737232149
leaf_count=293 609 1456 444 133 186
internal_value=0 0.00160719 -0.00142867 -0.0104345 0.00676564
internal_weight=0 0.00663148 0.00524002 0.0024964 0.00274362
internal_count=3121 2512 2219 1589 630
is_linear=0
shrinkage=0.1


Tree=8059
num_leaves=7
num_cat=0
split_feature=13 48 1 3 2 16
split_gain=1.71667e-05 4.48116e-05 5.72631e-05 3.20678e-05 6.17545e-05 2.38651e-05
threshold=-0.23438999999999996 0.11280000000000003 0.111945 -0.12018999999999998 0.092365000000000017 -0.078844999999999985
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=0.00023557435326609303 0.00018788554559271813 -0.00041657694471298052 0.00035655537890342913 0.00019443715150222282 -0.00054103832031880564 -0.00020542538125259508
leaf_weight=0.0010046625616578755 0.0012523377481908527 0.0010311557861604386 0.001514320132152849 0.0012386569386141685 0.001187905339127414 0.0010692021478550117
leaf_count=169 268 126 302 704 714 838
internal_value=0 -3.78173e-05 2.45484e-05 -8.13391e-05 -0.000177787 9.18586e-06
internal_weight=0 0.00729358 0.00626242 0.0047481 0.00349576 0.00230786
internal_count=3121 2952 2826 2524 2256 1542
is_linear=0
shrinkage=0.00196078


Tree=8060
num_leaves=7
num_cat=0
split_feature=131 13 2 457 16 2
split_gain=1.99873e-05 2.69444e-05 3.86391e-05 3.21028e-05 3.20929e-05 3.46037e-05
threshold=0.078765000000000016 -0.076384999999999995 0.10005000000000001 0.045365000000000009 0.013515000000000001 0.099185000000000009
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=-3.1427516478827319e-05 -0.00026042128764950371 -0.00048318310156306973 0.00048195614204483284 0.00025545246554260537 9.2058814635431993e-05 -1.5589125382878619e-05
leaf_weight=0.0011970352656412849 0.0010215031200757991 0.0013189982426162583 0.0010652102138017294 0.0010662625332324097 0.0015643895649038375 0.0011295655851844819
leaf_count=809 516 717 251 173 416 239
internal_value=0 3.23142e-05 0.000210306 -4.69622e-05 -0.000127315 -0.000267474
internal_weight=0 0.00734146 0.00226225 0.00507922 0.00401295 0.00244856
internal_count=3121 2605 1060 1545 1372 956
is_linear=0
shrinkage=0.00196078


Tree=8061
num_leaves=8
num_cat=0
split_feature=50 15 16 2 2 52 0
split_gain=3.43609e-05 3.32099e-05 4.62118e-05 4.35783e-05 4.91823e-05 4.73009e-05 3.86781e-05
threshold=0.088425000000000017 -0.15026499999999995 -0.36241499999999999 0.10644500000000001 0.092875000000000013 -0.085984999999999992 -0.10607499999999999
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=0.00037063821608852691 -0.00034635884983398764 -0.00038612698352130713 -0.0002569948550707125 0.00039380112021202918 -0.00038951293001900626 0.00052320429098847343 -2.6994266515592067e-06
leaf_weight=0.0010036464848402248 0.0010112195350158873 0.0010648036977358756 0.0010136805272991556 0.0011811030433923056 0.0010974439821620804 0.0010612428237523576 0.0010897982946231361
leaf_count=326 560 216 292 352 360 86 929
internal_value=0 3.86444e-05 -1.25543e-05 6.05234e-05 -3.18323e-05 9.22022e-05 0.000256762
internal_weight=0 0.00751172 0.00650807 0.00544327 0.00426217 0.00316472 0.00215104
internal_count=3121 2561 2235 2019 1667 1307 1015
is_linear=0
shrinkage=0.00196078


Tree=8062
num_leaves=7
num_cat=0
split_feature=11 3 133 16 51 2
split_gain=3.70928e-05 3.68748e-05 4.24856e-05 5.0551e-05 5.25901e-05 5.65147e-05
threshold=0.076270000000000018 -0.10519499999999998 0.083950000000000011 -0.25582999999999995 -0.076794999999999988 0.086885000000000004
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=0.00037554655609787509 -0.00034722956346954344 -0.00039727566033875329 0.00031943951088811 -0.00031850031060261084 -0.00017728717676866664 0.000400991504351734
leaf_weight=0.0011634626477719668 0.001001654804112918 0.0014164412965515707 0.0012678915816763453 0.0011430491075555844 0.0010468031590896894 0.0017130253046938845
leaf_count=189 232 223 939 266 682 590
internal_value=0 5.37365e-05 -3.10308e-06 -7.9983e-05 3.51695e-05 0.00018165
internal_weight=0 0.00775067 0.00658721 0.00531932 0.00390288 0.00275983
internal_count=3121 2889 2700 1761 1538 1272
is_linear=0
shrinkage=0.00196078


Tree=8063
num_leaves=7
num_cat=0
split_feature=131 16 150 3 12 0
split_gain=3.25527e-05 3.59019e-05 5.518e-05 4.64854e-05 3.18979e-05 5.54757e-05
threshold=0.078765000000000016 0.0065250000000000004 0.081835000000000019 -0.013929999999999998 0.086915000000000006 -0.10474999999999998
decision_type=2 2 2 2 2 2
left_child=1 2 4 -3 5 -1
right_child=-2 3 -4 -5 -6 -7
leaf_value=-0.00028472185958101145 -0.00033072239684233458 0.00050352653996507831 0.00032471654952106517 -1.3239945560007888e-05 -0.00044918736784681836 0.00029517689849756126
leaf_weight=0.0016007433079156784 0.0010283957950853783 0.0012311180690866078 0.0011118320070471464 0.0014663997897715634 0.0011234351370255709 0.0010504587205868059
leaf_count=238 516 468 307 173 886 533
internal_value=0 4.10322e-05 -5.92039e-05 0.000222607 -0.000172289 -5.49545e-05
internal_weight=0 0.00758399 0.00488647 0.00269752 0.00377464 0.0026512
internal_count=3121 2605 1964 641 1657 771
is_linear=0
shrinkage=0.00196078


Tree=8064
num_leaves=7
num_cat=0
split_feature=11 3 133 16 1 0
split_gain=6.86386e-05 4.8269e-05 4.22623e-05 7.7424e-05 5.15836e-05 4.25115e-05
threshold=1.0000000180025095e-35 -0.10831999999999999 0.083950000000000011 -0.27167499999999994 0.094465000000000007 -0.099059999999999995
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=0.00044388859224079897 -0.00049388759587819047 -0.00051000752956467481 0.00031255960931483157 -0.0002107365833984756 0.00047573969332258037 -4.9409268286297787e-05
leaf_weight=0.0010317937954650077 0.0010122427817411397 0.0012722173966449313 0.0012543109505852076 0.0017691931183033342 0.0012730233677508002 0.0011089015548190763
leaf_count=165 244 215 942 1135 146 274
internal_value=0 4.9188e-05 -1.1799e-05 -8.68168e-05 4.2881e-05 0.000231257
internal_weight=0 0.00770944 0.00667765 0.00542334 0.00415112 0.00238192
internal_count=3121 2877 2712 1770 1555 420
is_linear=0
shrinkage=0.00196078


Tree=8065
num_leaves=7
num_cat=0
split_feature=2 52 52 13 4 2
split_gain=1.82799e-05 2.80864e-05 2.84254e-05 2.26048e-05 1.79279e-05 1.67708e-05
threshold=0.099185000000000009 -0.088204999999999992 0.0060650000000000009 -0.08971999999999998 -1.0000000180025095e-35 0.116525
decision_type=2 2 2 2 2 2
left_child=1 -1 4 -2 -3 -5
right_child=3 2 -4 5 -6 -7
leaf_value=-0.00034875254414410534 0.00032133918729903633 0.00031221208124540247 -0.00025288779758539723 -0.00015771960238950868 -2.0868078239727869e-05 0.00017101375885889168
leaf_weight=0.0011591551577399732 0.0012025445617923607 0.0010549744118203191 0.0011683986616012033 0.0013091980870333531 0.0015113231235793073 0.0010962789068947891
leaf_count=410 200 635 894 411 263 308
internal_value=0 -8.21224e-05 6.32872e-07 0.000101833 0.000116057 -7.90173e-06
internal_weight=0 0.00489385 0.0037347 0.00360802 0.0025663 0.00240548
internal_count=3121 2202 1792 919 898 719
is_linear=0
shrinkage=0.00196078


Tree=8066
num_leaves=7
num_cat=0
split_feature=50 51 43 16 16 48
split_gain=2.4315e-05 2.66277e-05 6.35112e-05 5.04266e-05 8.12398e-05 7.8274e-05
threshold=0.088425000000000017 -0.076794999999999988 -0.14968999999999996 0.10994000000000002 -0.084119999999999986 0.085845000000000019
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=-0.00020954390898761163 -0.00029592841364363539 0.00050077261610393471 0.00020674223361348559 -0.00039219404590906871 0.00053387225891845245 -0.00045625056697081888
leaf_weight=0.0014669160731149156 0.001012279603549388 0.0011455497677755099 0.0015316787777659472 0.0010533971290409808 0.0011318658923888483 0.0012380021629078894
leaf_count=500 560 193 679 184 839 166
internal_value=0 2.76496e-05 8.46848e-05 -1.15119e-05 9.12703e-05 -8.96047e-05
internal_weight=0 0.00756741 0.00610049 0.00495494 0.00390155 0.00276968
internal_count=3121 2561 2061 1868 1684 845
is_linear=0
shrinkage=0.00196078


Tree=8067
num_leaves=6
num_cat=0
split_feature=52 15 1 3 15
split_gain=1.18044e-05 2.78632e-05 4.88796e-05 4.57975e-05 3.31469e-05
threshold=0.11434500000000002 -0.016799999999999995 0.11181500000000001 -0.08824499999999999 1.0000000180025095e-35
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_weight=0.0018923379412088253 0.0010536612214992495 0.0012032478424632296 0.001538085959765961 0.0010151290486094592 0.0010712960323660478
leaf_count=882 501 480 333 235 690
internal_value=0 0.0014909 -0.00481475 0.00806634 0.0170266
internal_weight=0 0.0067201 0.00343042 0.00328967 0.00208643
internal_count=3121 2620 1215 1405 925
is_linear=0
shrinkage=0.1


Tree=8068
num_leaves=7
num_cat=0
split_feature=4 151 43 13 2 16
split_gain=1.23203e-05 2.34724e-05 3.60391e-05 5.89576e-05 5.17603e-05 2.2373e-05
threshold=0.40473500000000007 -0.024429999999999997 -0.074359999999999996 -0.0034749999999999994 0.090545000000000014 -0.071854999999999988
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -6
right_child=-2 2 4 -5 5 -7
leaf_value=0.011534211700688149 0.0093588058377757615 0.022786732342007225 -0.027572295835913342 -0.01023268482140454 0.0090153523707620382 -0.011624195430077471
leaf_weight=0.0011085018355623741 0.0011808977983023307 0.0010387356874866764 0.0011998517232723271 0.0011279593480791167 0.0010268869885123014 0.001075012627258099
leaf_count=473 304 540 877 283 257 387
internal_value=0 -0.00173455 -0.00442424 0.00559716 -0.0110005 -0.00154071
internal_weight=0 0.00657695 0.00546845 0.0021667 0.00330175 0.0021019
internal_count=3121 2817 2344 823 1521 644
is_linear=0
shrinkage=0.1


Tree=8069
num_leaves=7
num_cat=0
split_feature=131 13 0 160 16 4
split_gain=1.93346e-05 2.84366e-05 3.10829e-05 2.79739e-05 3.28007e-05 1.79785e-05
threshold=0.078765000000000016 -0.076384999999999995 -0.084269999999999984 -0.080719999999999986 -0.018494999999999998 0.033845000000000007
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=-1.6953642017696569e-05 -0.00026052229939118275 0.00023843535874637037 0.00044280504117474916 0.00021976667650407144 -0.00033763514465961472 -0.00012654190839805313
leaf_weight=0.0011396408574415621 0.0010133703133428191 0.0010078090423884314 0.0011219172639869062 0.0010096609061611863 0.0016638516023963898 0.001342960875410353
leaf_count=687 516 247 373 569 503 226
internal_value=0 2.85404e-05 0.000211124 -5.36452e-05 -0.000126934 2.20813e-05
internal_weight=0 0.00728584 0.00226156 0.00502428 0.00401647 0.00235262
internal_count=3121 2605 1060 1545 1298 795
is_linear=0
shrinkage=0.00196078


Tree=8070
num_leaves=7
num_cat=0
split_feature=131 13 160 15 47 2
split_gain=2.98864e-05 4.54355e-05 4.83574e-05 3.45213e-05 4.94229e-05 3.28485e-05
threshold=0.078765000000000016 -0.076384999999999995 -0.080719999999999986 -0.0040799999999999994 0.092710000000000015 0.10005000000000001
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=4.5514888641001013e-05 -0.00031790077364595684 0.00031250230869896183 0.00021049669333421538 -0.00038510023973256316 -0.00034595806063042619 0.00051416065286831209
leaf_weight=0.0012082308958939235 0.0010219810439966457 0.0010540160191118021 0.0015049140458656901 0.0015856604730942977 0.0010361886183858633 0.0010972090850520045
leaf_count=809 516 247 458 727 113 251
internal_value=0 3.95634e-05 -6.2337e-05 -0.000158075 -1.64096e-05 0.000268554
internal_weight=0 0.00748622 0.00518078 0.00412676 0.0025411 0.00230544
internal_count=3121 2605 1545 1298 571 1060
is_linear=0
shrinkage=0.00196078


Tree=8071
num_leaves=6
num_cat=0
split_feature=15 16 0 1 52
split_gain=1.05042e-05 2.5032e-05 3.35861e-05 5.70231e-05 4.35665e-05
threshold=-0.15914499999999995 -0.29154999999999992 -0.082974999999999979 0.094090000000000021 0.091275000000000009
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -4
right_child=1 2 4 -5 -6
leaf_value=0.0087743249045885551 -0.015701113653069185 -0.0042936143494247984 -0.016157919041397861 0.02555585313139775 0.0084399990770060735
leaf_weight=0.0011492478123377283 0.0010554893785871275 0.0013888059580925548 0.0017658310409149551 0.0011869913792578054 0.0012157949850444044
leaf_count=351 231 1001 985 180 373
internal_value=0 -0.00158351 0.00109776 0.00946176 -0.00612781
internal_weight=0 0.00661291 0.00555742 0.0025758 0.00298163
internal_count=3121 2770 2539 1181 1358
is_linear=0
shrinkage=0.1


Tree=8072
num_leaves=6
num_cat=0
split_feature=51 49 16 15 0
split_gain=1.19457e-05 2.47105e-05 5.22182e-05 3.46772e-05 9.65972e-05
threshold=0.08955500000000001 -0.026779999999999995 -0.088394999999999987 -0.016799999999999995 -0.014954999999999998
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.012792360034922123 -0.0095011365286980926 -0.015648992558004563 -0.0081941444426481651 0.03326365013164162 -0.0091814886407246069
leaf_weight=0.0015161931880254467 0.0011393040410147401 0.0017657780313392051 0.00117391552956522 0.0011328633413139656 0.001017982849748237
leaf_count=360 409 642 611 936 163
internal_value=0 0.00158632 -0.00175135 0.00562968 0.0131746
internal_weight=0 0.00660673 0.00509054 0.00332476 0.00215085
internal_count=3121 2712 2352 1710 1099
is_linear=0
shrinkage=0.1


Tree=8073
num_leaves=7
num_cat=0
split_feature=131 16 3 150 12 0
split_gain=2.64644e-05 3.13133e-05 4.97729e-05 4.95972e-05 3.41056e-05 4.93447e-05
threshold=0.078765000000000016 0.0065250000000000004 -0.013929999999999998 0.081835000000000019 0.086915000000000006 -0.10474999999999998
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=-0.00026574808936946317 -0.00030545741023505553 0.00050266999804031193 -4.2730661489221172e-05 0.00030875948561549761 -0.00045648201588577661 0.00028857002542048558
leaf_weight=0.0015541578602158792 0.0010091419284431998 0.0011850236536799826 0.0014072751171864443 0.0010783099790008621 0.0011109831168277374 0.0010243767874689375
leaf_count=238 516 468 173 307 886 533
internal_value=0 3.31416e-05 0.00020659 -6.11632e-05 -0.000169278 -4.55336e-05
internal_weight=0 0.00736013 0.0025923 0.00476783 0.00368952 0.00257853
internal_count=3121 2605 641 1964 1657 771
is_linear=0
shrinkage=0.00196078


Tree=8074
num_leaves=8
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split_feature=48 4 40 47 52 16 4
split_gain=4.04139e-05 6.9466e-05 6.23578e-05 7.48638e-05 4.59522e-05 6.38721e-05 4.62543e-05
threshold=0.11926500000000002 0.27834500000000006 -1.0000000180025095e-35 0.092165000000000011 -0.088204999999999992 -0.0073349999999999986 -0.0082299999999999995
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=-0.00047470171427790511 -0.00038381279386015527 0.00048907168727078433 -0.0004304225708621224 0.00052799325358488707 -0.00043654884538170516 0.00041440122360493622 9.135010867160352e-05
leaf_weight=0.0010691883549562879 0.0010021688564670764 0.0011101184075562485 0.0010201268692820028 0.001002515411150851 0.0011115322257985274 0.0011915934740514686 0.0014983128234192609
leaf_count=222 117 313 491 217 1046 328 387
internal_value=0 3.38667e-05 -3.94412e-05 4.04641e-05 -6.09045e-05 3.82568e-05 -0.000133482
internal_weight=0 0.00800339 0.00689327 0.00582408 0.00482157 0.00380144 0.00260985
internal_count=3121 3004 2691 2469 2252 1761 1433
is_linear=0
shrinkage=0.00196078


Tree=8075
num_leaves=7
num_cat=0
split_feature=4 150 43 13 1 0
split_gain=1.21084e-05 2.12111e-05 2.32773e-05 5.21411e-05 3.8568e-05 2.84822e-05
threshold=0.27044500000000005 0.087170000000000011 -0.074359999999999996 -0.0030199999999999997 0.095695000000000016 -0.084144999999999984
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=0.024545782690506734 0.0084141620460847551 -0.015020501084634678 0.013839333179973679 -0.006190847066930941 -0.021031177078070708 -0.0093589624116790972
leaf_weight=0.0010566059444359879 0.0013868222458912763 0.0010320480114712647 0.0011059478489724968 0.0011554500983063166 0.0010066874712157019 0.0010149603002803441
leaf_count=669 365 258 555 306 295 673
internal_value=0 -0.00189668 0.00063989 0.00849075 -0.00491279 0.00273779
internal_weight=0 0.0063717 0.00533965 0.00221206 0.0031276 0.00212091
internal_count=3121 2756 2498 975 1523 1228
is_linear=0
shrinkage=0.1


Tree=8076
num_leaves=7
num_cat=0
split_feature=131 13 2 160 16 3
split_gain=2.31593e-05 3.35739e-05 3.22787e-05 2.70259e-05 3.83658e-05 2.07217e-05
threshold=0.078765000000000016 -0.076384999999999995 0.10005000000000001 -0.080719999999999986 -0.018494999999999998 0.090900000000000009
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=9.6530705170957389e-06 -0.00028355202148013696 0.00023200120111956197 0.00047814245172416293 -0.00012963821155802171 -0.00035486813367699796 0.00023823131640683979
leaf_weight=0.0011909190783545138 0.0010053948083073904 0.0010098066963173651 0.0010765570908708396 0.0013328148513607422 0.0016659982693982807 0.0010544614574534844
leaf_count=809 516 247 251 703 503 92
internal_value=0 3.37945e-05 0.000232083 -5.50083e-05 -0.000126512 3.285e-05
internal_weight=0 0.00733056 0.00226748 0.00506308 0.00405327 0.00238728
internal_count=3121 2605 1060 1545 1298 795
is_linear=0
shrinkage=0.00196078


Tree=8077
num_leaves=7
num_cat=0
split_feature=131 13 2 160 16 4
split_gain=2.75497e-05 3.52088e-05 3.80161e-05 2.76868e-05 3.95128e-05 2.32816e-05
threshold=0.078765000000000016 -0.076384999999999995 0.10005000000000001 -0.080719999999999986 -0.018494999999999998 0.033845000000000007
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=-2.8486873249432005e-06 -0.00031068004569024746 0.0002337187334556513 0.00050144736785236047 0.00025523969841477066 -0.00035739930512211491 -0.00013506756263728046
leaf_weight=0.0012133145627524326 0.0010074124469126606 0.0010157626636718578 0.0010919506413028738 0.0010372356238037123 0.0016915225712156316 0.00135533209395326
leaf_count=809 516 247 251 569 503 226
internal_value=0 3.49266e-05 0.000236025 -5.59749e-05 -0.000128025 3.414e-05
internal_weight=0 0.00740512 0.00230527 0.00509985 0.00408409 0.00239257
internal_count=3121 2605 1060 1545 1298 795
is_linear=0
shrinkage=0.00196078


Tree=8078
num_leaves=7
num_cat=0
split_feature=131 13 2 160 16 4
split_gain=1.83834e-05 3.19486e-05 3.47731e-05 2.97919e-05 3.74757e-05 2.0076e-05
threshold=0.078765000000000016 -0.076384999999999995 0.10005000000000001 -0.080719999999999986 -0.018494999999999998 0.033845000000000007
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=-8.8878707883419527e-06 -0.00025391719624183082 0.00024008277507315916 0.00047568120765539401 0.00022978949475473465 -0.00036085568266957775 -0.00013431673380650454
leaf_weight=0.0012063906835065783 0.0010169641212851273 0.0010184437543354638 0.0010782575866161448 0.0010250929625934141 0.0016634974123047827 0.0013475803657145623
leaf_count=809 516 247 251 569 503 226
internal_value=0 2.73823e-05 0.000219808 -5.95928e-05 -0.00013521 2.29922e-05
internal_weight=0 0.00733926 0.00228465 0.00505461 0.00403617 0.00237267
internal_count=3121 2605 1060 1545 1298 795
is_linear=0
shrinkage=0.00196078


Tree=8079
num_leaves=6
num_cat=0
split_feature=0 3 4 3 2
split_gain=1.36303e-05 3.15232e-05 4.2782e-05 3.03035e-05 2.30979e-05
threshold=-0.060129999999999996 0.090900000000000009 0.053180000000000012 -0.10831999999999999 0.11389000000000002
decision_type=2 2 2 2 2
left_child=1 2 -1 -2 -3
right_child=3 4 -4 -5 -6
leaf_value=-0.020912012673789344 0.019456281271111025 0.016843970849064166 0.0027012281284529904 -0.0026429509585991539 -0.004262747610796017
leaf_weight=0.0015854520835572408 0.0010039213422187361 0.0010549363627148272 0.0014868094786165786 0.0016246336681421864 0.0010195817866565492
leaf_count=1875 195 120 413 378 140
internal_value=0 -0.0030535 -0.00948447 0.00579739 0.00647047
internal_weight=0 0.00514678 0.00307226 0.00262856 0.00207452
internal_count=3121 2548 2288 573 260
is_linear=0
shrinkage=0.1


Tree=8080
num_leaves=6
num_cat=0
split_feature=1 48 15 4 15
split_gain=1.18594e-05 2.81803e-05 5.5743e-05 2.02541e-05 1.36868e-05
threshold=0.111945 0.083985000000000018 -0.0063699999999999989 0.19806500000000002 1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 2 -1 -2 -4
right_child=3 -3 4 -5 -6
leaf_value=-0.02717382607455256 -0.0031542750116168119 0.0088673780403921033 0.0057176578066924447 0.015353901800452544 -0.0084264186990153696
leaf_weight=0.0010252027915425956 0.0012158826548801563 0.0015252703805428815 0.0016993785891666197 0.0011509737052360441 0.0011451985285539186
leaf_count=794 213 446 261 284 1123
internal_value=0 -0.00264446 -0.00718184 0.00584603 2.33929e-05
internal_weight=0 0.00539505 0.00386978 0.00236686 0.00284458
internal_count=3121 2624 2178 497 1384
is_linear=0
shrinkage=0.1


Tree=8081
num_leaves=7
num_cat=0
split_feature=13 16 133 1 0 3
split_gain=1.05432e-05 3.45026e-05 5.66571e-05 4.04652e-05 2.46381e-05 2.25827e-05
threshold=0.11217000000000001 0.15891500000000003 0.061605000000000007 0.10439500000000002 -0.13027499999999997 0.11924500000000002
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=-0.0013912968606431177 0.0082665929188233383 -0.018041532130239291 0.022971168131041296 0.016969652005559884 -0.022181236960197498 -0.0037601715969206462
leaf_weight=0.0010646237335745384 0.0012735431455912953 0.0010756514190978011 0.0010065517455670591 0.001059564998699599 0.0012270181217594416 0.0010426280985432954
leaf_count=175 217 438 868 203 1041 179
internal_value=0 -0.00168664 0.00157094 -0.00333149 -0.0125229 0.00668825
internal_weight=0 0.00647604 0.00540039 0.00439383 0.00229164 0.00210219
internal_count=3121 2904 2466 1598 1216 382
is_linear=0
shrinkage=0.1


Tree=8082
num_leaves=6
num_cat=0
split_feature=0 12 1 3 43
split_gain=1.14963e-05 3.34237e-05 3.32932e-05 3.97728e-05 2.35727e-05
threshold=-0.060129999999999996 0.090995000000000006 0.094090000000000021 0.11924500000000002 -0.090299999999999991
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -2
right_child=4 -3 3 -5 -6
leaf_value=-0.0086792381476568162 -0.006581368300056358 -0.01783881119705881 0.023396306770066308 -0.0034864907099737019 0.012904577441379395
leaf_weight=0.0017677471528378362 0.0010140844729281137 0.0011469757535589884 0.0010839550366608993 0.0011179618244643195 0.0016008643089750125
leaf_count=1325 113 813 258 152 460
internal_value=0 -0.00280274 0.00154171 0.00974732 0.00534787
internal_weight=0 0.00511664 0.00396966 0.00220192 0.00261495
internal_count=3121 2548 1735 410 573
is_linear=0
shrinkage=0.1


Tree=8083
num_leaves=6
num_cat=0
split_feature=52 0 2 16 52
split_gain=1.09791e-05 2.50008e-05 2.8952e-05 2.46114e-05 9.08598e-06
threshold=0.11434500000000002 -0.14920999999999998 0.096540000000000015 -0.078844999999999985 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 4 3 -3 -1
right_child=-2 2 -4 -5 -6
leaf_value=-0.014564889151287281 -0.0095330303989123386 0.011019205705035024 0.015818682941008435 -0.0078090159943263824 -0.0011567428927127651
leaf_weight=0.0010053523023160135 0.0010523970308906104 0.0011306085734892144 0.0017146533792561777 0.001798824823375806 0.001016303810868837
leaf_count=94 501 755 686 947 138
internal_value=0 0.00145767 0.00549837 -0.000542304 -0.0078245
internal_weight=0 0.00666574 0.00464409 0.00292943 0.00202166
internal_count=3121 2620 2388 1702 232
is_linear=0
shrinkage=0.1


Tree=8084
num_leaves=6
num_cat=0
split_feature=131 12 12 52 52
split_gain=2.97099e-05 4.00556e-05 5.21552e-05 4.04824e-05 3.18182e-05
threshold=0.078765000000000016 0.098810000000000023 0.086700000000000013 0.077655000000000016 -0.023194999999999997
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=7.2709942640831993e-05 -0.00031687649030732556 -0.00029755143727877212 0.00043127710036079605 0.00031299746741917994 -0.00029011648987897542
leaf_weight=0.0019728208138106635 0.0010402654268353911 0.0011651753994035424 0.0014054622343861074 0.0012221992985568218 0.0017567444332162456
leaf_count=510 516 406 919 340 430
internal_value=0 3.66602e-05 9.79157e-05 3.2975e-06 -9.81929e-05
internal_weight=0 0.0075224 0.00635723 0.00495176 0.00372957
internal_count=3121 2605 2199 1280 940
is_linear=0
shrinkage=0.00196078


Tree=8085
num_leaves=6
num_cat=0
split_feature=50 40 16 49 4
split_gain=2.63727e-05 2.74705e-05 4.91421e-05 5.72279e-05 4.58828e-05
threshold=0.088425000000000017 -0.063404999999999989 -0.079109999999999986 -0.026779999999999995 -0.033174999999999989
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -4
right_child=-2 2 4 -5 -6
leaf_value=-0.00026544258588879425 -0.00030256443743142296 0.00024888063211932421 5.0544585336764539e-07 -0.00032123954799161256 0.00044916998683990327
leaf_weight=0.0010006231722148439 0.0010000623352932909 0.0010874385450797596 0.0016462565930448327 0.0017930916486396404 0.0018737563876367782
leaf_count=263 560 155 702 793 648
internal_value=0 3.6682e-05 8.39144e-05 -0.000106012 0.000239336
internal_weight=0 0.00740117 0.00640054 0.00288053 0.00352001
internal_count=3121 2561 2298 948 1350
is_linear=0
shrinkage=0.00196078


Tree=8086
num_leaves=5
num_cat=0
split_feature=52 16 15 2
split_gain=1.13283e-05 2.8605e-05 2.02616e-05 5.39026e-05
threshold=-0.046924999999999988 0.071345000000000006 -0.11713499999999999 0.09167500000000002
decision_type=2 2 2 2
left_child=1 -1 -2 -4
right_child=2 -3 3 -5
leaf_value=0.014468105239389996 -0.013993112566875979 -0.0068222207467931312 0.012274126036658745 -0.011137141526408625
leaf_weight=0.0014763893160490457 0.0012228319340621121 0.0011021938898908711 0.0019969074785734005 0.0019378462942846219
leaf_count=489 367 464 1223 578
internal_value=0 0.00536773 -0.00274993 0.000744195
internal_weight=0 0.00257858 0.00515759 0.00393475
internal_count=3121 953 2168 1801
is_linear=0
shrinkage=0.1


Tree=8087
num_leaves=5
num_cat=0
split_feature=1 12 1 0
split_gain=1.17893e-05 2.70278e-05 3.594e-05 2.76843e-05
threshold=0.12500000000000003 0.092355000000000007 0.094090000000000021 -0.084269999999999984
decision_type=2 2 2 2
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right_child=-2 -3 -4 -5
leaf_value=-0.01524164038783103 0.0095129366200195908 -0.01261863663586445 0.012445559411680858 0.0041746384050795442
leaf_weight=0.00138304510356901 0.0011068319192829761 0.0016742958257356727 0.0019955007925497132 0.0015656577644439537
leaf_count=917 279 865 417 643
internal_value=0 -0.00163723 0.00208149 -0.00493228
internal_weight=0 0.0066185 0.0049442 0.0029487
internal_count=3121 2842 1977 1560
is_linear=0
shrinkage=0.1


Tree=8088
num_leaves=7
num_cat=0
split_feature=16 4 47 2 16 16
split_gain=1.07035e-05 4.7075e-05 3.41967e-05 3.1835e-05 7.45679e-05 2.45804e-05
threshold=0.38525000000000004 -0.27825499999999997 0.092530000000000015 0.084245000000000014 -0.008904999999999998 -0.15241499999999997
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=-0.021003114561330367 0.00943920422955641 0.018113599284906919 -0.014061557336437998 -0.00010574089691899491 0.022281696380318863 -0.021743063584924231
leaf_weight=0.0010442342404660904 0.0010326355091371921 0.0014492680768614452 0.0010612846200401616 0.0010822307163529824 0.0010262088810231293 0.0010197375519866113
leaf_count=155 311 725 243 299 429 959
internal_value=0 -0.00150008 0.00211168 0.00586145 0.000185098 -0.0106028
internal_weight=0 0.00668296 0.00563873 0.00457745 0.00312818 0.00210197
internal_count=3121 2810 2655 2412 1687 1258
is_linear=0
shrinkage=0.1


Tree=8089
num_leaves=7
num_cat=0
split_feature=11 43 12 2 3 0
split_gain=2.95939e-05 3.52302e-05 6.03252e-05 5.22473e-05 4.46688e-05 1.91214e-05
threshold=1.0000000180025095e-35 -0.04890499999999999 0.051320000000000005 0.089885000000000007 0.12178000000000001 -0.17169499999999996
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=0.00050698863806922885 -0.00040806279500091552 -0.00047967351055512282 -9.6013632095559708e-05 0.00035119068042265851 -0.00027943298950177552 -2.5997542317007167e-05
leaf_weight=0.0010139809306967318 0.0010097584481206347 0.0013438054841108274 0.0017195462913316244 0.0010282655006803028 0.0015407586062163338 0.0010387035988764651
leaf_count=286 244 808 1085 78 176 444
internal_value=0 -5.10128e-05 0.000127665 -0.000149653 -2.67274e-05 0.000161644
internal_weight=0 0.00768506 0.00273353 0.00495153 0.00360773 0.00206697
internal_count=3121 2877 1371 1506 698 522
is_linear=0
shrinkage=0.00196078


Tree=8090
num_leaves=7
num_cat=0
split_feature=11 13 1 12 16 3
split_gain=2.91373e-05 4.79779e-05 4.81785e-05 4.24953e-05 6.2754e-05 4.69536e-05
threshold=0.076920000000000002 -0.084034999999999985 0.083345000000000016 0.051320000000000005 -0.074319999999999983 0.076840000000000006
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=-4.5832128871584971e-06 -0.000323623828873278 -0.00024496583614848588 0.00056907819411688434 -0.00033299947771890784 0.00055242351729296293 -1.3254381826165733e-05
leaf_weight=0.0011731230823912758 0.0010161235733774079 0.0016786291496663805 0.0010820034133230919 0.0016441095029577114 0.0010744530698009907 0.0011878007540132884
leaf_count=536 226 242 313 1446 204 154
internal_value=0 2.92704e-05 0.000270658 -6.81979e-05 4.22755e-05 0.000255413
internal_weight=0 0.00784012 0.00225513 0.00558499 0.00394088 0.00226225
internal_count=3121 2895 849 2046 600 358
is_linear=0
shrinkage=0.00196078


Tree=8091
num_leaves=7
num_cat=0
split_feature=131 13 2 457 16 2
split_gain=2.69043e-05 4.31126e-05 3.37161e-05 2.97473e-05 3.56196e-05 4.57865e-05
threshold=0.078765000000000016 -0.076384999999999995 0.10005000000000001 0.045365000000000009 0.013515000000000001 0.091055000000000011
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=3.7143076551578417e-05 -0.00030216250415921191 -0.00059916346367367682 0.00051527011684040374 0.00023592028475547916 9.5678460604604182e-05 -5.9017504693355265e-05
leaf_weight=0.0011915037667211245 0.0010029701725763574 0.0010261323052496742 0.0010819215432096448 0.001039708871407613 0.0015682403861370748 0.0014644332466826765
leaf_count=809 516 577 251 173 416 379
internal_value=0 4.01285e-05 0.000264683 -6.00004e-05 -0.000135804 -0.000281562
internal_weight=0 0.00737194 0.00227343 0.00509851 0.00405881 0.00249057
internal_count=3121 2605 1060 1545 1372 956
is_linear=0
shrinkage=0.00196078


Tree=8092
num_leaves=7
num_cat=0
split_feature=131 13 2 3 1 52
split_gain=2.72632e-05 4.47533e-05 2.98886e-05 2.98871e-05 4.28009e-05 1.08752e-05
threshold=0.078765000000000016 -0.076384999999999995 0.10005000000000001 0.097915000000000016 1.0000000180025095e-35 -0.054584999999999995
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=4.8695962760294265e-05 -0.00030879756163079881 -0.00028448437714600604 0.00049509457318317059 -0.00027751167355408645 0.00034159991278290991 7.0431990663951579e-05
leaf_weight=0.0012255569127923574 0.0010246209584650889 0.001080075560456758 0.0010891205807790376 0.0017521879601880563 0.0010053574817707059 0.0013089392891006482
leaf_count=809 516 737 251 162 291 355
internal_value=0 3.23005e-05 0.000258739 -6.95408e-05 3.78145e-05 0.00018823
internal_weight=0 0.00746124 0.00231468 0.00514656 0.00339437 0.0023143
internal_count=3121 2605 1060 1545 1383 646
is_linear=0
shrinkage=0.00196078


Tree=8093
num_leaves=6
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split_feature=3 457 3 12 4
split_gain=1.1664e-05 1.94242e-05 3.65647e-05 3.61765e-05 5.49998e-05
threshold=0.13524500000000003 0.069910000000000014 0.088060000000000013 0.079890000000000017 0.09173000000000002
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.012264760738765892 0.0090521369664707009 0.010463915030146403 -0.019707713621429424 -0.018653663760697329 0.010079212998182497
leaf_weight=0.0015604538932513685 0.0011744924442091079 0.0010846736757413617 0.0011885001550071602 0.0016147502312455876 0.0011340891115010129
leaf_count=401 192 246 135 1940 207
internal_value=0 -0.00176596 -0.00417882 0.000104034 -0.00679934
internal_weight=0 0.00658247 0.00549779 0.00430929 0.00274884
internal_count=3121 2929 2683 2548 2147
is_linear=0
shrinkage=0.1


Tree=8094
num_leaves=8
num_cat=0
split_feature=11 13 0 47 49 1 1
split_gain=5.93451e-05 4.02364e-05 4.24813e-05 4.64103e-05 8.50898e-05 4.02938e-05 2.77259e-05
threshold=0.076920000000000002 -0.084034999999999985 -0.019414999999999998 0.092530000000000015 -0.054984999999999992 0.083345000000000016 0.095285000000000022
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=1.9048740928172827e-05 -0.00045699070678597171 -0.00046378711414171936 0.00029164734331460013 -0.00044793281242074424 -2.0115280040016581e-06 0.00054309444569009652 0.00044962505990358474
leaf_weight=0.0011817407637681307 0.0010070892558378718 0.0010268537971688399 0.0011642991566333449 0.0012565542170351954 0.0010375433346453005 0.001079315674355425 0.0010529563223889043
leaf_count=536 226 177 216 212 1220 313 221
internal_value=0 4.87868e-05 -4.12011e-05 -0.000129803 -1.56962e-06 0.000269202 0.000225472
internal_weight=0 0.00779926 0.00553821 0.00437391 0.00311735 0.00226106 0.0020905
internal_count=3121 2895 2046 1830 1618 849 1441
is_linear=0
shrinkage=0.00196078


Tree=8095
num_leaves=8
num_cat=0
split_feature=11 13 0 47 15 0 12
split_gain=4.79707e-05 5.1376e-05 3.81182e-05 7.41094e-05 0.000127057 9.73485e-05 2.66723e-05
threshold=0.078065000000000009 -0.091054999999999983 -0.019414999999999998 0.092530000000000015 -0.095244999999999982 -0.11013499999999998 0.088305000000000008
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=9.0740105812362604e-05 -0.0004091773799455242 0.00054784533074883743 0.00026519515901600807 -0.00051236931735343199 0.00017808658425155411 -0.00061323836662913395 0.0005374179060468196
leaf_weight=0.0010406191382884564 0.0010133721508310744 0.0011926141843806911 0.0012111981147661871 0.0013615786849039695 0.0011437968301959802 0.0012518551473774525 0.001015535683797352
leaf_count=309 211 262 223 257 150 1599 110
internal_value=0 4.29761e-05 -4.65911e-05 -0.000122883 2.49082e-05 -0.000235423 0.000311354
internal_weight=0 0.0082172 0.00616104 0.00494984 0.00358827 0.00239565 0.00205615
internal_count=3121 2910 2491 2268 2011 1749 419
is_linear=0
shrinkage=0.00196078


Tree=8096
num_leaves=6
num_cat=0
split_feature=160 42 151 16 2
split_gain=1.0858e-05 4.14498e-05 4.34563e-05 5.59859e-05 4.46807e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 0.16703000000000004 0.086885000000000004
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0070515465518845993 -0.016500342679320105 -0.012406296220160942 0.00091289666284366164 -0.0093923516546467363 0.026786574883801834
leaf_weight=0.0017538102351998429 0.0010188069493987399 0.0010552248718179733 0.0010368216773207757 0.0010474419356571981 0.001873338602115721
leaf_count=970 720 300 406 278 447
internal_value=0 0.00188785 0.00562506 0.0104328 0.0175684
internal_weight=0 0.00603163 0.00501283 0.0039576 0.00291016
internal_count=3121 2151 1431 1131 853
is_linear=0
shrinkage=0.1


Tree=8097
num_leaves=7
num_cat=0
split_feature=131 13 2 160 16 4
split_gain=2.25037e-05 3.0296e-05 3.4813e-05 2.44737e-05 4.42415e-05 1.81739e-05
threshold=0.078765000000000016 -0.076384999999999995 0.10005000000000001 -0.080719999999999986 -0.018494999999999998 0.033845000000000007
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=-6.3234318995317377e-06 -0.00027785040839893149 0.00022411360872853772 0.00047981450944969007 0.00025375415688811336 -0.00036228717694211329 -9.4265527144081363e-05
leaf_weight=0.0011978479801800785 0.0010012266649015956 0.0010065977177503276 0.0010742617225646637 0.00101152346981657 0.0016659444398652015 0.0013426495926651678
leaf_count=809 516 247 251 569 503 226
internal_value=0 3.56258e-05 0.000223524 -4.93056e-05 -0.000117767 5.5269e-05
internal_weight=0 0.00729882 0.00227211 0.00502672 0.00402012 0.00235417
internal_count=3121 2605 1060 1545 1298 795
is_linear=0
shrinkage=0.00196078


Tree=8098
num_leaves=6
num_cat=0
split_feature=0 160 1 0 13
split_gain=1.17939e-05 2.79126e-05 4.45792e-05 5.57844e-05 2.27144e-05
threshold=-0.060129999999999996 -1.0000000180025095e-35 0.08844500000000001 -0.18113999999999997 0.038215000000000006
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -2
right_child=4 2 3 -5 -6
leaf_value=-0.016296609942806291 -0.0028713836202790225 -0.017054124743452356 -0.0087637156253716382 0.019096759497671846 0.015851199345313031
leaf_weight=0.0011938451367977396 0.0014787626288554618 0.0010033251505795894 0.0012425674792309604 0.0017045816157332393 0.0011534182432978916
leaf_count=821 375 1107 112 508 198
internal_value=0 -0.00289717 0.00115218 0.00735032 0.00533283
internal_weight=0 0.00514432 0.00395047 0.00294715 0.00263218
internal_count=3121 2548 1727 620 573
is_linear=0
shrinkage=0.1


Tree=8099
num_leaves=6
num_cat=0
split_feature=52 52 43 12 1
split_gain=1.06533e-05 4.12527e-05 2.75574e-05 6.32439e-05 4.29024e-05
threshold=-0.046924999999999988 -0.088204999999999992 -0.14968999999999996 0.090840000000000018 0.094385000000000011
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.0048741236190240978 0.012130686426410471 0.021027817173506567 -0.012482981849133429 -0.025795727339932753 0.01182172619183592
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leaf_count=680 184 273 1005 660 319
internal_value=0 0.00512894 -0.00272523 -0.00631518 0.00148613
internal_weight=0 0.0025939 0.00516714 0.0041615 0.00297151
internal_count=3121 953 2168 1984 1324
is_linear=0
shrinkage=0.1


Tree=8100
num_leaves=7
num_cat=0
split_feature=131 13 160 15 47 2
split_gain=2.34832e-05 4.00388e-05 3.77383e-05 4.71173e-05 4.30484e-05 3.58374e-05
threshold=0.078765000000000016 -0.076384999999999995 -0.080719999999999986 -0.0040799999999999994 0.092710000000000015 0.10005000000000001
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 -5 -6 -7
leaf_value=1.8143018182269007e-05 -0.00028148271226240541 0.00027366891243763795 0.00023392671573614336 -0.00041136357283517923 -0.00028712536061004161 0.00050756890212628038
leaf_weight=0.0012137650960398802 0.001021758071094424 0.0010348329360486417 0.0014904537629933379 0.0015759760405406431 0.0010315139368459497 0.0010933400247035961
leaf_count=809 516 247 458 727 113 251
internal_value=0 3.55318e-05 -6.09055e-05 -0.000145394 2.08104e-05 0.000250083
internal_weight=0 0.00743988 0.00513278 0.00409794 0.00252197 0.00230711
internal_count=3121 2605 1545 1298 571 1060
is_linear=0
shrinkage=0.00196078


Tree=8101
num_leaves=8
num_cat=0
split_feature=11 13 0 49 47 1 1
split_gain=5.2517e-05 5.236e-05 3.72133e-05 4.3444e-05 9.50164e-05 3.52928e-05 3.33884e-05
threshold=0.076920000000000002 -0.084034999999999985 -0.019414999999999998 -0.054984999999999992 0.092530000000000015 0.095285000000000022 0.083345000000000016
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 -4 4 -6 -7 -8
leaf_value=7.047844784203399e-05 -0.00042764885535291565 -0.00046611538337645761 0.00026245549095890264 -2.8961256700990003e-05 -0.00046573766874820463 0.00047546022052270213 0.00054443962072205944
leaf_weight=0.0011888378846596946 0.0010040548654797763 0.0011332213622539805 0.0011396665534931733 0.0010549876542887953 0.0011887904263176326 0.0010784065396629728 0.0011003407899430699
leaf_count=536 226 181 216 1220 208 221 313
internal_value=0 4.84862e-05 -5.37221e-05 -0.000134598 -2.15156e-05 0.000226018 0.000298298
internal_weight=0 0.00788425 0.00559507 0.00445541 0.00332218 0.00213339 0.00228918
internal_count=3121 2895 2046 1830 1649 1441 849
is_linear=0
shrinkage=0.00196078


Tree=8102
num_leaves=6
num_cat=0
split_feature=0 13 49 47 1
split_gain=1.20965e-05 2.01026e-05 2.79187e-05 4.48304e-05 3.39682e-05
threshold=1.0000000180025095e-35 -0.084034999999999985 -0.054984999999999992 0.092530000000000015 0.095285000000000022
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=0.0017468885773085857 0.0016529739860395394 0.0010472015110068169 0.0011134884823878789 0.0011557811582111836 0.0010596879228570192
leaf_count=867 325 193 1268 211 257
internal_value=0 -0.00214348 -0.00576364 -0.00128381 0.00717915
internal_weight=0 0.00612305 0.00437616 0.00332896 0.00217318
internal_count=3121 2796 1929 1736 1525
is_linear=0
shrinkage=0.1


Tree=8103
num_leaves=7
num_cat=0
split_feature=131 13 0 457 16 1
split_gain=2.44901e-05 3.64186e-05 3.63708e-05 2.91083e-05 3.81792e-05 3.7171e-05
threshold=0.078765000000000016 -0.076384999999999995 -0.084269999999999984 0.045365000000000009 0.013515000000000001 0.10538500000000002
decision_type=2 2 2 2 2 2
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leaf_value=-7.896954174173928e-06 -0.00028932936416580201 -0.00051813752519375372 0.0004798883045081266 0.00022275957944140382 9.800252733582594e-05 -4.1749776689412e-05
leaf_weight=0.0011920303501770692 0.00105252213431752 0.0012997107721756879 0.0011592271289928037 0.0010982978824991838 0.0016262731018562614 0.0012215612415835634
leaf_count=687 516 790 373 173 416 166
internal_value=0 2.9813e-05 0.000232593 -6.10757e-05 -0.000136237 -0.000287327
internal_weight=0 0.0075971 0.00235126 0.00524584 0.00414755 0.00252127
internal_count=3121 2605 1060 1545 1372 956
is_linear=0
shrinkage=0.00196078


Tree=8104
num_leaves=7
num_cat=0
split_feature=131 13 0 160 15 0
split_gain=1.86274e-05 3.34819e-05 3.21094e-05 2.92342e-05 4.18647e-05 4.01897e-05
threshold=0.078765000000000016 -0.076384999999999995 -0.084269999999999984 -0.080719999999999986 -0.0040799999999999994 -0.11437499999999999
decision_type=2 2 2 2 2 2
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right_child=-2 3 -4 4 -6 -7
leaf_value=-1.0414349927114058e-05 -0.00026096163200687602 0.00022901731395467991 0.00045155190113780469 -0.00018414743517288933 -0.00038824542320730151 0.0003221905319503274
leaf_weight=0.001166287748812854 0.0010095289792233942 0.0010360281396261852 0.0011476912119624365 0.0015089980829939452 0.0015930013588738422 0.00100347312469242
leaf_count=687 516 247 373 176 727 395
internal_value=0 2.2845e-05 0.000218712 -6.53069e-05 -0.000139581 1.80824e-05
internal_weight=0 0.00745548 0.00231398 0.0051415 0.00410547 0.00251247
internal_count=3121 2605 1060 1545 1298 571
is_linear=0
shrinkage=0.00196078


Tree=8105
num_leaves=6
num_cat=0
split_feature=0 12 2 3 4
split_gain=1.14631e-05 2.7235e-05 3.20751e-05 2.48558e-05 2.3559e-05
threshold=-0.060129999999999996 0.090995000000000006 0.089885000000000007 0.097915000000000016 -0.16363499999999997
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -2
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leaf_value=-0.011346095890485986 -0.0031496022475383696 -0.016402713295355757 0.019661341821975629 -0.00027253499850836589 0.015860288136728219
leaf_weight=0.001370516522169408 0.0014748298825639661 0.0011509501560567044 0.0010275207469607308 0.0015988666040097068 0.0011683920303240736
leaf_count=1149 255 813 394 192 318
internal_value=0 -0.00284818 0.00105499 0.00752619 0.0052534
internal_weight=0 0.00514785 0.0039969 0.00262639 0.00264322
internal_count=3121 2548 1735 586 573
is_linear=0
shrinkage=0.1


Tree=8106
num_leaves=7
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split_feature=11 12 12 3 1 2
split_gain=4.47144e-05 3.0021e-05 3.28264e-05 6.63797e-05 3.13915e-05 5.91054e-05
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decision_type=2 2 2 2 2 2
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leaf_count=356 244 432 1450 189 263 187
internal_value=0 4.66187e-05 -9.66287e-06 7.02593e-05 0.0002031 7.41676e-05
internal_weight=0 0.00766454 0.00633252 0.00479555 0.00360136 0.00240726
internal_count=3121 2877 2445 995 806 543
is_linear=0
shrinkage=0.00196078


Tree=8107
num_leaves=6
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split_feature=52 12 13 1 16
split_gain=1.12842e-05 2.7493e-05 3.92575e-05 3.77939e-05 4.3403e-05
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decision_type=2 2 2 2 2
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leaf_weight=0.0013375510976508381 0.0010568240769365106 0.0013552886164513245 0.0015745710282686369 0.0010971768987113491 0.0013742529110778777
leaf_count=271 501 409 1172 317 451
internal_value=0 0.00141475 -0.00179005 -0.00669991 -0.0144144
internal_weight=0 0.00673884 0.00538355 0.004046 0.00247143
internal_count=3121 2620 2211 1940 768
is_linear=0
shrinkage=0.1


Tree=8108
num_leaves=7
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split_feature=11 3 0 12 2 3
split_gain=4.86544e-05 3.33292e-05 4.72194e-05 5.93673e-05 4.38276e-05 4.45032e-05
threshold=1.0000000180025095e-35 -0.10831999999999999 -0.053834999999999994 0.088305000000000008 0.089885000000000007 0.12178000000000001
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=0.0010082362669867036 0.0010066676634768361 0.0011548477348609469 0.0015413079249202884 0.0012900651073992787 0.001616889651836686 0.0010590388396427069
leaf_count=165 244 867 330 1040 343 132
internal_value=0 4.7307e-05 -2.97438e-06 8.75899e-05 -3.49268e-05 0.000102853
internal_weight=0 0.00767039 0.00666215 0.00512084 0.00383078 0.00267593
internal_count=3121 2877 2712 2382 1342 475
is_linear=0
shrinkage=0.00196078


Tree=8109
num_leaves=6
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split_feature=49 52 2 42 0
split_gain=1.20519e-05 1.86486e-05 5.16026e-05 6.43142e-05 3.45005e-05
threshold=-0.047584999999999995 0.10744000000000002 0.11215000000000001 0.084050000000000014 -0.10151999999999999
decision_type=2 2 2 2 2
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leaf_value=0.0071734574643672784 0.022179344422295494 0.0096937858231650308 -0.023875106358403432 -0.019455090372001223 -0.00062864748919102002
leaf_weight=0.0017675065246700577 0.0011452076791332001 0.0010792378609020825 0.0011035897241152026 0.0011250278673752127 0.0015757671725635844
leaf_count=403 187 506 343 775 907
internal_value=0 -0.00221678 -0.00481383 0.000655703 0.00897081
internal_weight=0 0.00602883 0.00494959 0.003846 0.00272097
internal_count=3121 2718 2212 1869 1094
is_linear=0
shrinkage=0.1


Tree=8110
num_leaves=7
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split_feature=50 157 0 52 47 16
split_gain=4.07532e-05 3.41947e-05 3.61908e-05 5.49604e-05 5.6453e-05 4.65587e-05
threshold=0.088425000000000017 -0.05495499999999999 -0.019414999999999998 -0.0027449999999999996 0.092710000000000015 -0.27167499999999994
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 4 -6 -7
leaf_value=0.00038292780143496719 -0.00036992753787463457 -0.00038088163341993707 0.00023178427454768305 -4.0660160464894018e-05 -0.00029503959350289275 0.00054792867923520339
leaf_weight=0.0010073773916871864 0.0010256858038314677 0.001670964646256848 0.0018136725404766041 0.0010445974856851112 0.001126989940728425 0.001022429930075326
leaf_count=353 560 650 247 278 127 906
internal_value=0 4.61789e-05 -4.61477e-06 -9.27447e-05 5.79955e-05 0.000250478
internal_weight=0 0.00768603 0.00667865 0.00486498 0.00319402 0.00206703
internal_count=3121 2561 2208 1961 1311 1184
is_linear=0
shrinkage=0.00196078


Tree=8111
num_leaves=7
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split_feature=50 40 16 48 160 43
split_gain=2.46103e-05 3.14319e-05 4.54522e-05 8.33809e-05 4.90845e-05 2.77877e-05
threshold=0.088425000000000017 -0.064864999999999992 -0.079109999999999986 0.085845000000000019 -0.027994999999999996 -0.074359999999999996
decision_type=2 2 2 2 2 2
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right_child=-2 2 4 -5 5 -7
leaf_value=-0.00029269872384803732 -0.00029715315005043408 0.00017696996393220925 0.00057546009222554683 -0.00049096865226295452 0.00030548413799683316 -0.00010686901582829139
leaf_weight=0.0010124307541234945 0.0010080378803649153 0.0017196453654456324 0.0010814425898982433 0.0012342801148407833 0.0011327874411031259 0.0014108486181837686
leaf_count=260 560 796 479 153 342 531
internal_value=0 2.89267e-05 7.8421e-05 -0.000102124 0.00022554 7.67691e-05
internal_weight=0 0.00759143 0.006579 0.00295393 0.00362508 0.00254364
internal_count=3121 2561 2301 949 1352 873
is_linear=0
shrinkage=0.00196078


Tree=8112
num_leaves=7
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split_feature=11 12 12 3 16 1
split_gain=5.65047e-05 3.35196e-05 4.69822e-05 6.75305e-05 3.04519e-05 6.04732e-05
threshold=1.0000000180025095e-35 0.097825000000000009 0.084100000000000022 0.12178000000000001 -0.094359999999999986 0.090540000000000023
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 -5 5 -7
leaf_value=-2.3970955919794875e-05 -0.00044886250418537256 0.00032311032104293636 -0.00030574127610115214 -0.00032035636451709115 1.9792520584686151e-05 0.00064928149915968562
leaf_weight=0.0013290055801762554 0.0010073986629827838 0.0013697027175591592 0.0016030962910976157 0.0012121492993643923 0.0011275007544402527 0.0012233730710172147
leaf_count=256 244 432 1450 189 306 244
internal_value=0 4.43601e-05 -1.44232e-05 8.10405e-05 0.00021326 0.000347373
internal_weight=0 0.00786483 0.00649512 0.00489203 0.00367988 0.00235087
internal_count=3121 2877 2445 995 806 550
is_linear=0
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Tree=8113
num_leaves=6
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split_feature=4 150 13 0 3
split_gain=1.16443e-05 1.7711e-05 1.91932e-05 2.847e-05 4.1903e-05
threshold=0.27044500000000005 0.087170000000000011 -0.10278499999999999 -0.082974999999999979 -0.088084999999999983
decision_type=2 2 2 2 2
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leaf_weight=0.0011208514895951959 0.0013935544334290782 0.0010327711780082705 0.0019819698041271447 0.0010468608261237336 0.0012525793648248942
leaf_count=164 365 258 1065 388 881
internal_value=0 -0.00189016 0.000403662 0.00345343 -0.00411729
internal_weight=0 0.00643503 0.00540226 0.00428141 0.00229944
internal_count=3121 2756 2498 2334 1269
is_linear=0
shrinkage=0.1


Tree=8114
num_leaves=7
num_cat=0
split_feature=131 16 150 3 12 0
split_gain=2.16023e-05 3.27792e-05 6.28665e-05 3.84367e-05 3.03507e-05 4.05665e-05
threshold=0.078765000000000016 0.0065250000000000004 0.081835000000000019 -0.013929999999999998 0.086915000000000006 -0.10474999999999998
decision_type=2 2 2 2 2 2
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leaf_value=-0.0002690848461993267 -0.000274375055026677 0.00046662849464567318 0.00034499936208735703 -1.1881082336347564e-05 -0.00045941332639186703 0.00023427651592902008
leaf_weight=0.0015737679741480558 0.0010222971687450372 0.0011894831679188085 0.0011007469273461266 0.001410948018424439 0.001113573019042139 0.0010109904419367639
leaf_count=238 516 468 307 173 886 533
internal_value=0 2.97079e-05 -6.63584e-05 0.000206998 -0.000188792 -7.22024e-05
internal_weight=0 0.00739951 0.00479908 0.00260043 0.00369833 0.00258476
internal_count=3121 2605 1964 641 1657 771
is_linear=0
shrinkage=0.00196078


Tree=8115
num_leaves=6
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split_feature=16 1 150 16 13
split_gain=1.20182e-05 4.06805e-05 4.373e-05 4.37112e-05 3.93436e-05
threshold=0.38525000000000004 0.077565000000000009 0.080470000000000014 -0.36241499999999999 -0.0025349999999999995
decision_type=2 2 2 2 2
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leaf_count=1511 311 212 295 517 275
internal_value=0 -0.00163415 0.00318024 -0.00213528 0.00464412
internal_weight=0 0.00677672 0.004889 0.00371536 0.00267166
internal_count=3121 2810 1299 1004 792
is_linear=0
shrinkage=0.1


Tree=8116
num_leaves=6
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split_feature=11 0 1 49 2
split_gain=5.74119e-05 4.85732e-05 5.34555e-05 5.06135e-05 6.53117e-05
threshold=0.076920000000000002 -0.0058249999999999994 1.0000000180025095e-35 -0.006494999999999999 1.0000000180025095e-35
decision_type=2 2 2 2 2
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leaf_count=1527 226 234 309 529 296
internal_value=0 4.81327e-05 -3.06396e-05 5.23109e-05 0.000192137
internal_weight=0 0.00794068 0.00628296 0.00519101 0.00341164
internal_count=3121 2895 2661 1134 825
is_linear=0
shrinkage=0.00196078


Tree=8117
num_leaves=7
num_cat=0
split_feature=131 13 160 15 0 0
split_gain=2.44705e-05 3.85415e-05 4.21122e-05 4.33073e-05 3.72496e-05 3.38216e-05
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decision_type=2 2 2 2 2 2
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leaf_value=-4.669010688065465e-06 -0.00029228189453394825 0.00029089906829875766 -0.00017576333672321773 -0.00040105555722740602 0.00048980798543052048 0.0002874205013536425
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internal_value=0 3.1737e-05 -6.26085e-05 -0.000150978 0.00024043 9.59777e-06
internal_weight=0 0.0075259 0.00518285 0.00414636 0.00234305 0.00252503
internal_count=3121 2605 1545 1298 1060 571
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Tree=8118
num_leaves=6
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split_feature=3 51 0 0 13
split_gain=1.21354e-05 2.16597e-05 3.32558e-05 5.64941e-05 2.75296e-05
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decision_type=2 2 2 2 2
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leaf_count=133 192 383 1026 865 522
internal_value=0 -0.00175061 0.000673657 -0.00339415 0.00506539
internal_weight=0 0.00665818 0.00563937 0.00440371 0.00282681
internal_count=3121 2929 2546 2413 1387
is_linear=0
shrinkage=0.1


Tree=8119
num_leaves=7
num_cat=0
split_feature=11 43 2 12 3 0
split_gain=4.06303e-05 3.00273e-05 5.01681e-05 4.79905e-05 4.60776e-05 1.3376e-05
threshold=1.0000000180025095e-35 -0.04890499999999999 0.089885000000000007 0.051320000000000005 0.12178000000000001 -0.17169499999999996
decision_type=2 2 2 2 2 2
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leaf_value=0.00053968201626082774 -0.00038072172803373013 -0.00037964290996438533 0.00041455670199466488 -1.0320737034298231e-06 -0.00019193715123163365 9.9310515961644662e-05
leaf_weight=0.0010165810581307603 0.0010145275128024076 0.0013275427630973112 0.0010353019717745373 0.0016641332780157581 0.0015278693080976687 0.0010345852745408638
leaf_count=286 244 808 78 1085 176 444
internal_value=0 3.70237e-05 -5.38669e-05 0.000204018 6.63418e-05 0.000256988
internal_weight=0 0.00760601 0.0049253 0.00268071 0.00359776 0.00206989
internal_count=3121 2877 1506 1371 698 522
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shrinkage=0.00196078


Tree=8120
num_leaves=7
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split_feature=50 4 151 1 15 4
split_gain=1.09379e-05 2.10367e-05 2.21901e-05 3.7199e-05 4.63169e-05 2.71577e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00678351 0.00569329 0.00467589 0.00230805 0.00236784
internal_count=3121 2512 2197 1832 501 1331
is_linear=0
shrinkage=0.1


Tree=8121
num_leaves=6
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split_feature=1 457 1 1 3
split_gain=1.29296e-05 2.73244e-05 2.2976e-05 4.02017e-05 2.30498e-05
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decision_type=2 2 2 2 2
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internal_weight=0 0.00670193 0.00558938 0.00222707 0.00336232
internal_count=3121 2842 2571 511 2060
is_linear=0
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Tree=8122
num_leaves=6
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split_feature=1 42 2 2 3
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decision_type=2 2 2 2 2
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internal_weight=0 0.00669094 0.00541351 0.00327816 0.00213535
internal_count=3121 2842 2032 1519 513
is_linear=0
shrinkage=0.1


Tree=8123
num_leaves=8
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split_feature=50 4 40 16 52 2 49
split_gain=2.779e-05 3.05492e-05 4.43738e-05 5.96105e-05 4.87689e-05 6.13635e-05 4.82346e-05
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internal_weight=0 0.00762522 0.00654777 0.00554512 0.00350124 0.00241248 0.00204388
internal_count=3121 2561 2282 2052 1442 928 610
is_linear=0
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Tree=8124
num_leaves=8
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split_feature=11 13 0 1 47 49 16
split_gain=0.000101916 5.47528e-05 5.84377e-05 5.4264e-05 3.78193e-05 6.63592e-05 5.03207e-05
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decision_type=2 2 2 2 2 2 2
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internal_weight=0 0.00817346 0.00573595 0.0024375 0.00450403 0.00321641 0.00219009
internal_count=3121 2910 2051 859 1834 1621 1444
is_linear=0
shrinkage=0.00196078


Tree=8125
num_leaves=7
num_cat=0
split_feature=0 1 47 48 4 2
split_gain=2.64859e-05 4.70938e-05 5.34415e-05 5.17368e-05 5.06947e-05 2.6231e-05
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decision_type=2 2 2 2 2 2
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leaf_count=1508 270 451 203 160 204 325
internal_value=0 -8.19759e-05 2.18953e-06 0.000133485 0.000309091 0.000147901
internal_weight=0 0.00558336 0.00458237 0.00330986 0.00218742 0.00294262
internal_count=3121 2526 1018 815 655 595
is_linear=0
shrinkage=0.00196078


Tree=8126
num_leaves=7
num_cat=0
split_feature=52 13 3 15 16 3
split_gain=1.03218e-05 2.6853e-05 1.79445e-05 3.88429e-05 3.21484e-05 1.49156e-05
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decision_type=2 2 2 2 2 2
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leaf_weight=0.0010122818580344895 0.0010656484004661808 0.0011780300395797011 0.0011954108214268372 0.0011152638481723689 0.0011725778640554443 0.0011150340704511603
leaf_count=565 501 376 133 903 432 211
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internal_weight=0 0.0067886 0.00466128 0.00346587 0.00228784 0.00212732
internal_count=3121 2620 1844 1711 1335 776
is_linear=0
shrinkage=0.1


Tree=8127
num_leaves=6
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split_feature=49 15 15 4 43
split_gain=1.03237e-05 2.18687e-05 3.47344e-05 3.29186e-05 3.08263e-05
threshold=-0.047584999999999995 -0.055554999999999993 -0.15026499999999995 -0.059649999999999988 -0.0030899999999999994
decision_type=2 2 2 2 2
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leaf_value=0.0066468921727896859 0.0038879997045531706 0.0067384077117151582 -0.019706180561216854 0.015722607730804708 -0.016706094356213907
leaf_weight=0.0017693547201920682 0.0011291828612184456 0.001193221930473468 0.0013945166344927608 0.0012963401721443322 0.0010582321671965243
leaf_count=403 351 713 693 467 494
internal_value=0 -0.0020336 -0.0091494 0.00302817 -0.00428102
internal_weight=0 0.00607149 0.0025237 0.00354779 0.00225145
internal_count=3121 2718 1044 1674 1207
is_linear=0
shrinkage=0.1


Tree=8128
num_leaves=6
num_cat=0
split_feature=4 42 43 4 16
split_gain=1.00285e-05 1.64025e-05 2.96495e-05 2.49111e-05 2.89934e-05
threshold=0.24564500000000003 -1.0000000180025095e-35 -0.084004999999999982 -0.033174999999999989 -0.070454999999999976
decision_type=2 2 2 2 2
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right_child=-2 2 3 4 -6
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leaf_weight=0.0010575715193178129 0.0018766188615065753 0.0010395570422878256 0.001627690398968712 0.0011067005647550541 0.00112029675895037
leaf_count=797 426 391 820 280 407
internal_value=0 -0.00207775 0.000362542 -0.00367945 0.00319326
internal_weight=0 0.00595182 0.00489424 0.00385469 0.002227
internal_count=3121 2695 1898 1507 687
is_linear=0
shrinkage=0.1


Tree=8129
num_leaves=7
num_cat=0
split_feature=11 13 13 12 52 16
split_gain=4.98149e-05 4.80467e-05 5.7811e-05 5.84347e-05 4.6685e-05 5.08175e-05
threshold=0.076270000000000018 -0.091054999999999983 0.11217000000000001 0.084100000000000022 -0.069804999999999992 -0.092484999999999984
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 -5 5 -7
leaf_value=0.00031627089295396051 -0.00041599623050737151 -0.00035992489334406871 0.00031507423454621197 -0.00052320304899200606 -0.00015574676406505351 0.00042221887715824001
leaf_weight=0.0019275408428273714 0.0010062311376284683 0.0010448130415872206 0.001356991780031242 0.00117255901701611 0.0011486150967742349 0.001191707842878221
leaf_count=404 232 271 195 1561 201 257
internal_value=0 4.74235e-05 -4.01913e-05 -0.000145967 -1.5298e-05 0.000138557
internal_weight=0 0.00784223 0.00591469 0.00455769 0.00338514 0.00234032
internal_count=3121 2889 2485 2290 729 458
is_linear=0
shrinkage=0.00196078


Tree=8130
num_leaves=6
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split_feature=0 1 15 16 51
split_gain=2.81058e-05 3.10495e-05 3.05099e-05 8.07072e-05 5.26967e-05
threshold=-1.0000000180025095e-35 0.077565000000000009 -0.016799999999999995 -0.056919999999999991 0.082455000000000014
decision_type=2 2 2 2 2
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right_child=-2 2 -4 -5 -6
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leaf_weight=0.0010937521236838044 0.0018280308311339607 0.0017530715189441771 0.0016245113482587165 0.0012556883469359331 0.0010280537560824305
leaf_count=1552 325 279 506 305 154
internal_value=0 -6.36521e-05 -5.22119e-06 -9.65343e-05 8.9759e-05
internal_weight=0 0.00675508 0.00566132 0.00403681 0.00278113
internal_count=3121 2796 1244 738 433
is_linear=0
shrinkage=0.00196078


Tree=8131
num_leaves=7
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split_feature=131 13 0 160 16 4
split_gain=2.45412e-05 3.21288e-05 3.59518e-05 3.11514e-05 4.50996e-05 2.77252e-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=-1.6078084446457311e-05 -0.00029012785119459392 0.00025756957778154112 0.00047400566296997021 0.00028621249666071103 -0.00037114951080529073 -0.00013751390417571317
leaf_weight=0.0011558587932793737 0.0010110950934762138 0.0010109402079939624 0.001146152075107456 0.0010449448669763222 0.0017013894920915968 0.0013747978944603787
leaf_count=687 516 247 373 569 503 226
internal_value=0 3.54635e-05 0.000227931 -5.08683e-05 -0.00012653 4.54687e-05
internal_weight=0 0.00743408 0.00230201 0.00513207 0.00412113 0.00241974
internal_count=3121 2605 1060 1545 1298 795
is_linear=0
shrinkage=0.00196078


Tree=8132
num_leaves=7
num_cat=0
split_feature=42 151 2 3 15 43
split_gain=1.08212e-05 2.66873e-05 4.26809e-05 4.97422e-05 5.30187e-05 1.83282e-05
threshold=0.091735000000000025 -0.044604999999999992 0.086590000000000014 0.12178000000000001 -1.0000000180025095e-35 -0.074974999999999986
decision_type=2 2 2 2 2 2
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leaf_value=-0.012541474180469482 -0.0090516682710785109 0.0022209393544544106 0.035734130134585165 -0.0057729194832289591 0.0056769787978317712 -0.016822821582058615
leaf_weight=0.0011315702230909278 0.0011460932241926592 0.0010103443108807394 0.0010715151230679082 0.0011920551254449882 0.001297473314979336 0.0010111615994472579
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internal_weight=0 0.00671412 0.00558255 0.00356104 0.00236899 0.00202151
internal_count=3121 2454 2007 1125 995 882
is_linear=0
shrinkage=0.1


Tree=8133
num_leaves=6
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split_feature=3 13 1 151 4
split_gain=1.12449e-05 4.54177e-05 4.06314e-05 3.1331e-05 5.57643e-05
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decision_type=2 2 2 2 2
left_child=-1 2 -2 -3 -5
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leaf_count=277 531 299 321 1234 459
internal_value=0 0.00145058 0.0136203 -0.00406789 0.000428615
internal_weight=0 0.00676278 0.00210989 0.00465289 0.00357843
internal_count=3121 2844 852 1992 1693
is_linear=0
shrinkage=0.1


Tree=8134
num_leaves=6
num_cat=0
split_feature=15 13 49 16 13
split_gain=1.2005e-05 2.22498e-05 3.23524e-05 5.12981e-05 2.45769e-05
threshold=-0.11713499999999999 0.05868000000000001 -0.069799999999999987 -0.073404999999999984 -0.033284999999999988
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -5
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leaf_weight=0.0015037021036048018 0.0010267969584092469 0.0014514116119483059 0.0015515469549035161 0.0012351415674777544 0.0010549736700329175
leaf_count=484 257 348 903 799 330
internal_value=0 0.00185601 -0.00138371 0.00283073 -0.00668068
internal_weight=0 0.00631987 0.00486846 0.00384166 0.00229012
internal_count=3121 2637 2289 2032 1129
is_linear=0
shrinkage=0.1


Tree=8135
num_leaves=6
num_cat=0
split_feature=0 15 150 15 16
split_gain=1.22633e-05 2.09064e-05 6.56019e-05 5.02778e-05 3.19902e-05
threshold=1.0000000180025095e-35 -0.016799999999999995 0.081835000000000019 -0.10653 -0.013324999999999998
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -3
right_child=-2 4 -4 -5 -6
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leaf_count=427 325 996 285 661 427
internal_value=0 -0.00212013 -0.0065575 -0.0145142 0.00555979
internal_weight=0 0.00613475 0.0038882 0.0028273 0.00224656
internal_count=3121 2796 1373 1088 1423
is_linear=0
shrinkage=0.1


Tree=8136
num_leaves=8
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split_feature=11 13 0 47 49 1 1
split_gain=4.77481e-05 2.8977e-05 3.76216e-05 3.18989e-05 6.39502e-05 3.09284e-05 2.68124e-05
threshold=1.0000000180025095e-35 -0.084034999999999985 -0.019414999999999998 0.092530000000000015 -0.052259999999999994 0.083345000000000016 0.095285000000000022
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=1.5942639037656255e-05 -0.00040346771103707554 -0.00041133157102558562 0.00028395953059197874 -0.0003799993419089134 -3.3244824930030002e-05 0.00047900728872695097 0.00041384476180815228
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internal_value=0 4.89562e-05 -2.78148e-05 -0.000112715 -5.88152e-06 0.000237749 0.000191745
internal_weight=0 0.00768656 0.00546447 0.00429491 0.00306845 0.00222209 0.00206293
internal_count=3121 2877 2041 1826 1615 836 1435
is_linear=0
shrinkage=0.00196078


Tree=8137
num_leaves=7
num_cat=0
split_feature=11 4 15 3 1 16
split_gain=6.16993e-05 4.03141e-05 5.36646e-05 5.27452e-05 9.07677e-05 3.08484e-05
threshold=1.0000000180025095e-35 -0.083854999999999985 1.0000000180025095e-35 0.11296500000000002 0.094385000000000011 0.15273500000000004
decision_type=2 2 2 2 2 2
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leaf_weight=0.0011526217972128491 0.0010147909947403047 0.0012899086652729368 0.0012294223070199129 0.0014662216930968145 0.0015932172340053187 0.0011089049083820354
leaf_count=406 244 967 786 178 431 109
internal_value=0 5.33575e-05 -3.61632e-05 6.6082e-05 0.000220067 0.000274189
internal_weight=0 0.0078403 0.00557877 0.00434935 0.00288313 0.00226153
internal_count=3121 2877 2362 1576 1398 515
is_linear=0
shrinkage=0.00196078


Tree=8138
num_leaves=7
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split_feature=131 13 0 457 1 1
split_gain=1.97764e-05 3.58689e-05 3.41485e-05 2.18333e-05 3.53793e-05 6.37723e-05
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decision_type=2 2 2 2 2 2
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leaf_weight=0.0011285062656719803 0.0010001004093607825 0.0013826240821081437 0.0011261286772072685 0.0010406320380368303 0.0013577490160798572 0.0012627219579927943
leaf_count=682 522 791 372 173 189 392
internal_value=0 3.10313e-05 0.000236627 -6.08736e-05 -0.000126649 -0.00025871
internal_weight=0 0.00729836 0.00225463 0.00504373 0.0040031 0.00264535
internal_count=3121 2599 1054 1545 1372 1183
is_linear=0
shrinkage=0.00196078


Tree=8139
num_leaves=7
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split_feature=11 2 48 13 2 12
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decision_type=2 2 2 2 2 2
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leaf_count=175 244 396 288 218 1274 526
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internal_weight=0 0.00777391 0.00638958 0.00534367 0.00406009 0.00211607
internal_count=3121 2877 2481 2193 2018 744
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Tree=8140
num_leaves=6
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split_feature=3 51 0 0 12
split_gain=1.18629e-05 1.91581e-05 2.66428e-05 4.42088e-05 2.49013e-05
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decision_type=2 2 2 2 2
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internal_weight=0 0.00665812 0.00564066 0.0044185 0.00283753
internal_count=3121 2929 2546 2413 1387
is_linear=0
shrinkage=0.1


Tree=8141
num_leaves=6
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split_feature=3 13 1 151 4
split_gain=1.10077e-05 3.92713e-05 3.52908e-05 2.63061e-05 5.1496e-05
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decision_type=2 2 2 2 2
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internal_value=0 0.00144155 0.0127696 -0.00368586 0.00042008
internal_weight=0 0.00676116 0.00210673 0.00465443 0.00358505
internal_count=3121 2844 852 1992 1693
is_linear=0
shrinkage=0.1


Tree=8142
num_leaves=6
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split_feature=15 12 0 16 1
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threshold=-0.11713499999999999 0.086700000000000013 -0.053834999999999994 -0.094359999999999986 0.090540000000000023
decision_type=2 2 2 2 2
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leaf_weight=0.0016161204214468691 0.0010780421296405565 0.0016091818835887808 0.0011119574672390573 0.0014058730803081386 0.0015765709230896703
leaf_count=484 206 1307 219 626 279
internal_value=0 3.82351e-05 0.000185133 -6.02089e-05 5.37721e-05
internal_weight=0 0.00678163 0.00272114 0.00406049 0.00298244
internal_count=3121 2637 1526 1111 905
is_linear=0
shrinkage=0.00196078


Tree=8143
num_leaves=6
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split_feature=15 12 0 16 1
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threshold=-0.11713499999999999 0.086700000000000013 -0.053834999999999994 -0.094359999999999986 0.090540000000000023
decision_type=2 2 2 2 2
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leaf_weight=0.0015021169748068927 0.0010035944485091287 0.0014978561672625997 0.0010492924115549297 0.0013037259183162214 0.0014788042490591704
leaf_count=484 206 1307 219 626 279
internal_value=0 0.00184861 0.00897456 -0.00294544 0.00254942
internal_weight=0 0.00633327 0.00254715 0.00378612 0.00278253
internal_count=3121 2637 1526 1111 905
is_linear=0
shrinkage=0.1


Tree=8144
num_leaves=6
num_cat=0
split_feature=0 42 15 0 2
split_gain=1.30233e-05 2.06283e-05 5.11275e-05 3.52002e-05 3.40457e-05
threshold=-1.0000000180025095e-35 0.091295000000000015 1.0000000180025095e-35 -0.10151999999999999 0.11215000000000001
decision_type=2 2 2 2 2
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leaf_weight=0.0017306943328766521 0.0016865531228252642 0.0010569169256113521 0.0011177326869632898 0.001226929485484504 0.001000151691204096
leaf_count=281 325 651 845 880 139
internal_value=0 -0.00218567 -0.00483231 0.000501416 0.00682275
internal_weight=0 0.00613243 0.00507551 0.00395778 0.00273085
internal_count=3121 2796 2145 1300 420
is_linear=0
shrinkage=0.1


Tree=8145
num_leaves=7
num_cat=0
split_feature=131 13 0 160 16 4
split_gain=2.12629e-05 2.73485e-05 3.62208e-05 3.11841e-05 4.96551e-05 2.59684e-05
threshold=0.077555000000000027 -0.076384999999999995 -0.084269999999999984 -0.080719999999999986 -0.018494999999999998 0.033845000000000007
decision_type=2 2 2 2 2 2
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leaf_value=-3.4956971926074469e-05 -0.00027051388333780877 0.00026325547911978844 0.0004638376156476902 0.00029488964766174281 -0.00038334537726131301 -0.00012137605698435534
leaf_weight=0.0011201357738127903 0.0010025573011885492 0.0010001486072307737 0.0011187613208622875 0.0010208466859550252 0.0016594112421529751 0.0013228024365368124
leaf_count=682 522 247 372 569 503 226
internal_value=0 3.41633e-05 0.000214287 -4.64407e-05 -0.000123817 5.9941e-05
internal_weight=0 0.00724211 0.0022389 0.00500321 0.00400306 0.00234365
internal_count=3121 2599 1054 1545 1298 795
is_linear=0
shrinkage=0.00196078


Tree=8146
num_leaves=7
num_cat=0
split_feature=50 484 52 150 15 2
split_gain=1.31001e-05 3.04654e-05 2.93256e-05 4.94113e-05 5.09788e-05 1.90784e-05
threshold=0.079410000000000008 0.065750000000000017 -0.088614999999999985 0.083095000000000016 -0.037864999999999989 0.093175000000000022
decision_type=2 2 2 2 2 2
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leaf_weight=0.0011689089166316115 0.0011296989083345614 0.0010015843823830434 0.0015788212094538273 0.0010153122957966771 0.00107264942835024 0.0013700835655617734
leaf_count=501 609 347 484 250 674 256
internal_value=0 2.77152e-05 -2.3499e-05 4.1434e-05 -5.61471e-05 0.000121336
internal_weight=0 0.00720736 0.00620578 0.00503687 0.00402155 0.00244273
internal_count=3121 2512 2165 1664 1414 930
is_linear=0
shrinkage=0.00196078


Tree=8147
num_leaves=6
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split_feature=42 51 2 160 2
split_gain=1.16699e-05 2.57887e-05 2.37285e-05 2.40878e-05 4.28901e-05
threshold=0.091735000000000025 -0.076794999999999988 1.0000000180025095e-35 1.0000000180025095e-35 0.10613000000000002
decision_type=2 2 2 2 2
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leaf_value=-0.011954949183157038 -0.0093709974031720433 -0.007674869962826918 0.02433413800520776 -0.0044630877041356492 0.00087048338683315928
leaf_weight=0.0011661937926595858 0.0011453259836909568 0.001254165675737105 0.0015479973049186461 0.0011398476227061343 0.0015683362600323538
leaf_count=436 667 443 924 332 319
internal_value=0 0.00155467 0.0044138 0.00797596 0.0125257
internal_weight=0 0.00667654 0.00551035 0.00425618 0.00311633
internal_count=3121 2454 2018 1575 1243
is_linear=0
shrinkage=0.1


Tree=8148
num_leaves=7
num_cat=0
split_feature=131 13 160 16 0 48
split_gain=2.69145e-05 3.88175e-05 3.17958e-05 5.09781e-05 3.02697e-05 2.58813e-05
threshold=0.078765000000000016 -0.076384999999999995 -0.080719999999999986 -0.018494999999999998 -0.084269999999999984 0.085845000000000019
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 -5 -6 -7
leaf_value=2.0041619137250254e-05 -0.00030743103972756053 0.00024369139707214671 0.00022274325352362033 -0.00039440759282424352 0.00046850554714441932 -0.0001880524645610243
leaf_weight=0.0011552856572304695 0.0010101778085971642 0.0010523354935946059 0.0013751888417183958 0.0017332497535767063 0.0011593030218178917 0.0010322575473883551
leaf_count=687 516 247 679 503 373 116
internal_value=0 3.34763e-05 -6.06517e-05 -0.000137999 0.000244663 4.66035e-05
internal_weight=0 0.00750762 0.00519303 0.0041407 0.00231459 0.00240745
internal_count=3121 2605 1545 1298 1060 795
is_linear=0
shrinkage=0.00196078


Tree=8149
num_leaves=6
num_cat=0
split_feature=484 0 16 49 52
split_gain=1.03977e-05 1.87071e-05 4.69379e-05 3.63742e-05 3.09663e-05
threshold=0.073690000000000019 -0.11756999999999999 -0.056919999999999991 -0.026779999999999995 0.091275000000000009
decision_type=2 2 2 2 2
left_child=1 3 -3 -1 -4
right_child=-2 2 4 -5 -6
leaf_value=0.0053940371037291884 0.009375140764951332 0.014364761885387371 -0.01698715625182888 -0.018941419435690748 0.0057388624688110646
leaf_weight=0.0010883421963725614 0.0010190778222177394 0.0018858968781921863 0.0013220750027066754 0.0014098675309978477 0.0010971377788094885
leaf_count=153 394 1247 852 264 211
internal_value=0 -0.00145603 0.00253849 -0.00833971 -0.00668067
internal_weight=0 0.00680332 0.00430511 0.00249821 0.00241921
internal_count=3121 2727 2310 417 1063
is_linear=0
shrinkage=0.1


Tree=8150
num_leaves=6
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split_feature=4 150 13 13 16
split_gain=1.16923e-05 2.11246e-05 2.15946e-05 2.65223e-05 5.05187e-05
threshold=0.27044500000000005 0.087170000000000011 -0.10278499999999999 0.0076650000000000008 -0.073849999999999985
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.011598933013370123 0.0083509722981188993 -0.014990984958864546 0.02442205592898512 -0.0065429441005233503 -0.0028373271434331947
leaf_weight=0.0011346706260476503 0.0013691083362785969 0.0010247789343047955 0.0012710340834805169 0.0015474701553761568 0.0014617149575637609
leaf_count=164 365 258 822 438 1074
internal_value=0 -0.00182533 0.000666297 0.00391776 0.00984134
internal_weight=0 0.00643967 0.00541489 0.00428022 0.00273275
internal_count=3121 2756 2498 2334 1896
is_linear=0
shrinkage=0.1


Tree=8151
num_leaves=6
num_cat=0
split_feature=0 160 16 16 43
split_gain=1.18969e-05 2.7481e-05 4.2691e-05 3.44636e-05 2.72191e-05
threshold=-0.060129999999999996 -1.0000000180025095e-35 -0.073404999999999984 -0.27167499999999994 -0.090299999999999991
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -2
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leaf_value=-0.016097273754318249 -0.0073039335883302763 -0.0039424705205516669 -0.0163510418597742 0.017889302883862333 0.013399743292831008
leaf_weight=0.0012005400358021511 0.0010373631467599841 0.0013918434197998009 0.0010244995187935839 0.0015048590390300566 0.0016371856372542537
leaf_count=821 113 241 648 838 460
internal_value=0 -0.00285908 0.00119401 0.0073993 0.00536952
internal_weight=0 0.00512174 0.0039212 0.0028967 0.00267455
internal_count=3121 2548 1727 1079 573
is_linear=0
shrinkage=0.1


Tree=8152
num_leaves=6
num_cat=0
split_feature=52 16 15 2 16
split_gain=1.2073e-05 2.74425e-05 2.16664e-05 3.638e-05 3.45959e-05
threshold=-0.046924999999999988 0.071345000000000006 -0.11713499999999999 0.09167500000000002 -0.082404999999999992
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
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leaf_value=0.014462695406172586 -0.014514317992408441 -0.0062830950653052393 0.0233661708305152 -0.0089642455659312992 -0.002849328278119196
leaf_weight=0.0014804395190618936 0.0012137586654811941 0.0011200084986091837 0.0010013410228915404 0.0019547933694235571 0.0010122944489503864
leaf_count=489 367 464 506 578 717
internal_value=0 0.00552752 -0.00282255 0.000753421 0.0101871
internal_weight=0 0.00260045 0.00518219 0.00396843 0.00201364
internal_count=3121 953 2168 1801 1223
is_linear=0
shrinkage=0.1


Tree=8153
num_leaves=6
num_cat=0
split_feature=1 457 2 1 43
split_gain=1.34753e-05 2.75923e-05 2.82693e-05 4.03479e-05 2.04969e-05
threshold=0.12500000000000003 0.045365000000000009 0.11293500000000002 0.096125000000000016 -0.084004999999999982
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.0091142370349402615 0.010088405183830232 0.012689565549407991 0.0082517215431493207 -0.023149858796431971 -0.0083287663006718204
leaf_weight=0.0010530999152754709 0.0011258009425486474 0.0011044866876352465 0.0013044398766438705 0.0013125050569373418 0.0018697492013952971
leaf_count=493 279 271 323 363 1392
internal_value=0 -0.00174277 -0.0046202 -0.0085846 -0.00204407
internal_weight=0 0.00664428 0.00553979 0.00423535 0.00292285
internal_count=3121 2842 2571 2248 1885
is_linear=0
shrinkage=0.1


Tree=8154
num_leaves=7
num_cat=0
split_feature=52 13 2 13 13 15
split_gain=2.76601e-05 3.73755e-05 3.01915e-05 3.41387e-05 6.41753e-05 8.66595e-06
threshold=0.11434500000000002 -0.17933499999999997 0.11215000000000001 0.0076650000000000008 -0.033284999999999988 -0.089549999999999991
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=0.00037558171577109853 -0.00028237892582622174 -0.00014212827922847787 -0.0002755737252433622 -0.0002072348962382636 0.00025781587721194566 0.0005137837205675109
leaf_weight=0.0010928786901526514 0.0011809877909685724 0.0015827532513703222 0.0013634962944145852 0.0013935784199525783 0.0010287322595034754 0.0010055960671925561
leaf_count=148 501 1059 344 351 183 535
internal_value=0 4.05585e-05 -1.68828e-05 5.3512e-05 0.000153972 0.000384344
internal_weight=0 0.00746703 0.00637416 0.00501066 0.00361708 0.00203433
internal_count=3121 2620 2472 2128 1777 718
is_linear=0
shrinkage=0.00196078


Tree=8155
num_leaves=6
num_cat=0
split_feature=4 150 52 2 0
split_gain=1.31919e-05 1.98777e-05 2.06539e-05 3.24535e-05 2.50937e-05
threshold=0.27044500000000005 0.087170000000000011 -0.054584999999999995 0.10097500000000002 -0.077999999999999986
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=0.010126056539859561 0.0088933199729250758 -0.014706863477170843 -0.0051145141914448952 -0.016970210126665091 0.015008606013740884
leaf_weight=0.0015755863151377804 0.0013657004354782213 0.0010234379516503352 0.001569144320497919 0.0012154642661611282 0.0010241492673609038
leaf_count=758 365 258 1139 277 324
internal_value=0 -0.00193173 0.00049652 -0.00348697 0.00283255
internal_weight=0 0.00640778 0.00538434 0.00380876 0.00259329
internal_count=3121 2756 2498 1740 1463
is_linear=0
shrinkage=0.1


Tree=8156
num_leaves=6
num_cat=0
split_feature=3 12 4 3 2
split_gain=1.20363e-05 2.21467e-05 4.6468e-05 3.44075e-05 1.78236e-05
threshold=0.13524500000000003 0.084100000000000022 0.09173000000000002 0.076840000000000006 0.092480000000000021
decision_type=2 2 2 2 2
left_child=1 3 -3 -1 -5
right_child=-2 2 -4 4 -6
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leaf_weight=0.0016679628757630682 0.0011829178662717847 0.0017052202927260924 0.0011966050386866905 0.0010057181269456381 0.0010044887365090478
leaf_count=640 192 1843 212 103 131
internal_value=0 -0.00169671 -0.00822834 0.0034563 -0.00535385
internal_weight=0 0.00658 0.00290183 0.00367817 0.00201021
internal_count=3121 2929 2055 874 234
is_linear=0
shrinkage=0.1


Tree=8157
num_leaves=6
num_cat=0
split_feature=42 160 49 52 4
split_gain=1.11504e-05 3.30114e-05 3.05367e-05 5.65731e-05 6.12882e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.047584999999999995 0.077655000000000016 0.076415000000000025
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
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leaf_value=-0.0086719557842929156 -0.011233002105976421 0.018394177567886815 -0.026223378013681232 0.018039664366529425 0.0061133941023376465
leaf_weight=0.0012506518725120567 0.0015249653213251398 0.0013543621222366705 0.0010555595013816016 0.0012468464478719416 0.001317903278082101
leaf_count=862 828 257 616 316 242
internal_value=0 0.00163881 0.00558461 0.000792534 -0.00826787
internal_weight=0 0.00649964 0.00497467 0.00362031 0.00237346
internal_count=3121 2259 1431 1174 858
is_linear=0
shrinkage=0.1


Tree=8158
num_leaves=6
num_cat=0
split_feature=4 151 16 2 3
split_gain=2.08441e-05 3.24576e-05 4.0141e-05 5.16068e-05 4.74453e-05
threshold=0.40473500000000007 -0.024429999999999997 -0.088394999999999987 0.10672500000000001 -0.020429999999999997
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.00025436451687858782 0.00023296479225622872 -0.00033227814155661932 0.00011396883007475893 0.00037962763856113664 -0.00039099417756003073
leaf_weight=0.0011889363079048993 0.0012567560344612224 0.00193369560574285 0.0015148243821858118 0.0010723803486986389 0.0013555158645205804
leaf_count=473 304 616 1232 324 172
internal_value=0 -4.10952e-05 -0.000100874 1.2618e-05 -0.0001245
internal_weight=0 0.00706535 0.00587642 0.00394272 0.00287034
internal_count=3121 2817 2344 1728 1404
is_linear=0
shrinkage=0.00196078


Tree=8159
num_leaves=7
num_cat=0
split_feature=484 42 0 15 15 150
split_gain=1.46129e-05 2.38724e-05 3.20019e-05 3.72777e-05 7.08225e-05 2.6412e-05
threshold=0.073690000000000019 -1.0000000180025095e-35 -0.11756999999999999 -0.031204999999999997 1.0000000180025095e-35 1.0000000180025095e-35
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=-0.00028630529596271689 0.00020650774503964075 -0.00031108879680557698 0.0004043133191374973 -0.00036372151730068277 0.00035087095630731435 9.5256095643578544e-05
leaf_weight=0.0012278282789364887 0.0010881278041236474 0.0015617043544560011 0.0012716671496190608 0.0011076762501804466 0.0010281991185834389 0.0010145041238264134
leaf_count=806 394 235 656 308 591 131
internal_value=0 -3.72586e-05 1.38442e-05 0.000138525 -1.97205e-05 -0.000151071
internal_weight=0 0.00721158 0.00598375 0.00340754 0.00213588 0.00257621
internal_count=3121 2727 1921 1555 899 366
is_linear=0
shrinkage=0.00196078


Tree=8160
num_leaves=6
num_cat=0
split_feature=1 0 15 47 52
split_gain=1.14554e-05 2.43959e-05 2.43334e-05 3.99271e-05 2.9644e-05
threshold=0.077565000000000009 0.062580000000000011 1.0000000180025095e-35 0.087235000000000021 -0.0064899999999999992
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
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leaf_value=-0.016623632614619875 0.0049061454467007361 0.0041338217152300898 -0.011253468678586717 -0.0053300199885947582 0.026859427607830728
leaf_weight=0.0011071243652995004 0.0015094236011200747 0.0011588507939519579 0.0010490207619656047 0.0018902612241855784 0.0010381204239503208
leaf_count=1565 419 71 433 295 338
internal_value=0 -0.00600799 0.00244377 0.00568156 0.0138521
internal_weight=0 0.00226598 0.00548683 0.00443781 0.00254754
internal_count=3121 1636 1485 1052 757
is_linear=0
shrinkage=0.1


Tree=8161
num_leaves=6
num_cat=0
split_feature=13 48 1 2 3
split_gain=2.95442e-05 3.38407e-05 5.07386e-05 3.20572e-05 2.87388e-05
threshold=-0.23438999999999996 0.11280000000000003 0.111945 0.092365000000000017 -0.078934999999999991
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
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leaf_value=0.00029972997215064155 -0.00017871911144199117 -0.00037391513308228131 0.00031343929691741285 -0.00028904407779079851 0.00021204211267160749
leaf_weight=0.0010759583299147207 0.0013145979561207436 0.0010511831866052233 0.0015586670347812409 0.0019333810015202107 0.0016096148247454162
leaf_count=169 1252 126 302 858 414
internal_value=0 -4.78043e-05 5.62283e-06 -9.31469e-05 3.6373e-05
internal_weight=0 0.00746744 0.00641626 0.00485759 0.00292421
internal_count=3121 2952 2826 2524 1666
is_linear=0
shrinkage=0.00196078


Tree=8162
num_leaves=7
num_cat=0
split_feature=157 160 42 42 3 1
split_gain=1.98998e-05 7.81455e-05 3.79544e-05 4.62292e-05 5.11881e-05 5.76288e-05
threshold=-0.062424999999999994 -1.0000000180025095e-35 -1.0000000180025095e-35 0.091735000000000025 0.12178000000000001 0.094385000000000011
decision_type=2 2 2 2 2 2
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leaf_value=0.00025528312973902446 -0.00052362721741814147 -0.00028643011294649179 0.00014223098926478408 -0.00025127051940458385 -0.00012696834318738244 0.000717721654452086
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internal_value=0 -3.93887e-05 4.49194e-05 0.000115179 0.000208968 0.000351243
internal_weight=0 0.00735927 0.00626799 0.00517143 0.00411758 0.00289254
internal_count=3121 2658 2006 1292 831 689
is_linear=0
shrinkage=0.00196078


Tree=8163
num_leaves=6
num_cat=0
split_feature=1 42 0 3 4
split_gain=1.11105e-05 3.02056e-05 2.96312e-05 5.10304e-05 3.09289e-05
threshold=0.12500000000000003 0.088915000000000008 -0.084269999999999984 0.090900000000000009 -0.35136499999999998
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -4
right_child=-2 -3 4 -5 -6
leaf_value=-0.018441968158652389 0.0091486504555191479 -0.01554465318598891 -0.0031449240132173637 0.0075887536973882471 0.019968149938214302
leaf_weight=0.0014471862916119902 0.0011274376311119052 0.0012571005284910189 0.0010136733158068434 0.0015702613302051461 0.0013500338919767295
leaf_count=921 279 810 195 161 755
internal_value=0 -0.00158838 0.00167197 -0.00489574 0.0100561
internal_weight=0 0.00663826 0.00538115 0.00301745 0.00236371
internal_count=3121 2842 2032 1082 950
is_linear=0
shrinkage=0.1


Tree=8164
num_leaves=7
num_cat=0
split_feature=11 1 3 42 3 3
split_gain=4.36282e-05 4.26379e-05 8.32521e-05 6.01249e-05 7.16677e-05 6.19113e-05
threshold=1.0000000180025095e-35 0.10089500000000001 0.11296500000000002 0.086325000000000013 -0.078584999999999988 0.090900000000000009
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=0.00043570112534517254 -0.0003894214907364359 0.00050017586444477265 -0.00011192496869283334 -0.00050238128438093936 -0.00048947338652520717 0.0001511395178583788
leaf_weight=0.0011646862944631321 0.0010190906094708916 0.001780874514508971 0.0016419523196227357 0.0010203420136487293 0.0011288772957072537 0.0011929450862357173
leaf_count=936 244 445 218 876 284 118
internal_value=0 4.15622e-05 0.000206547 -8.37392e-05 3.87783e-05 -0.000160328
internal_weight=0 0.00792968 0.00342283 0.00450685 0.00348651 0.00232182
internal_count=3121 2877 663 2214 1338 402
is_linear=0
shrinkage=0.00196078


Tree=8165
num_leaves=6
num_cat=0
split_feature=52 0 4 15 1
split_gain=1.16703e-05 2.48662e-05 3.5448e-05 3.00626e-05 3.68239e-05
threshold=0.11434500000000002 -0.077999999999999986 -0.35136499999999998 -0.0063699999999999989 0.11103500000000001
decision_type=2 2 2 2 2
left_child=1 3 -3 4 -1
right_child=-2 2 -4 -5 -6
leaf_value=0.00020309847424979612 -0.0097756625540239509 -0.0048879519265638488 0.018485013048072287 0.0089021482929769157 -0.023536599475088092
leaf_weight=0.0015973037537697536 0.0010615732838765183 0.0010954553834037197 0.0015917057181441064 0.0013201943802671227 0.0011057069838213722
leaf_count=794 501 202 681 786 157
internal_value=0 0.0015082 0.00895673 -0.00346679 -0.00950798
internal_weight=0 0.00671037 0.00268716 0.00402321 0.00270301
internal_count=3121 2620 883 1737 951
is_linear=0
shrinkage=0.1


Tree=8166
num_leaves=5
num_cat=0
split_feature=4 16 2 13
split_gain=1.16877e-05 2.0564e-05 5.86631e-05 5.53746e-05
threshold=0.24564500000000003 -0.079109999999999986 0.10644500000000001 -0.033284999999999988
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=-0.010949017636602415 0.0069192511287559212 -0.022420835313013959 0.020995243232294226 0.0056121022592263582
leaf_weight=0.001846688793611528 0.0018447287032656934 0.0011833984314910441 0.0011421349984311407 0.0017417976330728736
leaf_count=956 426 845 354 540
internal_value=0 -0.00219777 0.00177555 -0.00572872
internal_weight=0 0.00591402 0.00406733 0.0029252
internal_count=3121 2695 1739 1385
is_linear=0
shrinkage=0.1


Tree=8167
num_leaves=7
num_cat=0
split_feature=131 13 0 160 16 48
split_gain=2.77047e-05 3.4131e-05 3.88427e-05 3.13166e-05 5.01139e-05 1.86327e-05
threshold=0.077555000000000027 -0.076384999999999995 -0.084269999999999984 -0.080719999999999986 -0.018494999999999998 0.085845000000000019
decision_type=2 2 2 2 2 2
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right_child=-2 3 -4 4 -6 -7
leaf_value=-1.8475291715952177e-05 -0.00031069637040298851 0.00025418962926545359 0.00049468280116338919 0.00020821372616676784 -0.00038398870508074383 -0.0001428099930082907
leaf_weight=0.0011383872261450322 0.001000504021649965 0.0010272078974830267 0.0011300800980858787 0.001341569138058115 0.0017157860861155569 0.001026023550130987
leaf_count=682 522 247 372 679 503 116
internal_value=0 3.7006e-05 0.000237164 -5.18395e-05 -0.000128824 5.60936e-05
internal_weight=0 0.00737905 0.00226847 0.00511059 0.00408338 0.00236759
internal_count=3121 2599 1054 1545 1298 795
is_linear=0
shrinkage=0.00196078


Tree=8168
num_leaves=6
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split_feature=42 160 151 16 0
split_gain=1.17247e-05 3.22042e-05 3.09023e-05 5.15955e-05 3.49006e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 0.16703000000000004 -0.10474999999999998
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0088606771299572298 -0.011036094177770933 -0.0098809956981947868 0.0055599887862986461 -0.0093101232629737782 0.027539499297263726
leaf_weight=0.0012596449694747529 0.0015241365536717046 0.0010261273361533377 0.0014497171435034983 0.0010566702292667905 0.0014400389672483854
leaf_count=862 828 300 197 278 656
internal_value=0 0.001681 0.00557892 0.00959872 0.0165129
internal_weight=0 0.00649669 0.00497255 0.00394643 0.00288976
internal_count=3121 2259 1431 1131 853
is_linear=0
shrinkage=0.1


Tree=8169
num_leaves=6
num_cat=0
split_feature=484 42 49 0 12
split_gain=1.20057e-05 1.81503e-05 2.52056e-05 4.36887e-05 3.09548e-05
threshold=0.073690000000000019 -1.0000000180025095e-35 -0.047584999999999995 -0.10474999999999998 0.088365000000000013
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.012965539636393884 0.010129739499115742 0.011970966735248806 -0.015171690518855986 0.016953242626494388 -0.0060729936441064336
leaf_weight=0.0011545332479659951 0.0010118106270350985 0.0014845977949034935 0.0017534684699111718 0.0011958954433063868 0.0011407047651209167
leaf_count=806 394 309 281 651 680
internal_value=0 -0.00155343 0.000810058 -0.00324109 0.00571207
internal_weight=0 0.0067292 0.00557467 0.00409007 0.0023366
internal_count=3121 2727 1921 1612 1331
is_linear=0
shrinkage=0.1


Tree=8170
num_leaves=6
num_cat=0
split_feature=1 48 15 0 43
split_gain=1.2504e-05 3.14976e-05 4.73017e-05 1.99935e-05 1.90669e-05
threshold=0.111945 0.083985000000000018 -0.0063699999999999989 -0.11756999999999999 -0.0037449999999999996
decision_type=2 2 2 2 2
left_child=1 2 -1 -2 -4
right_child=3 -3 4 -5 -6
leaf_value=-0.026187050629854349 -0.003636396941729415 0.009575696411667254 -0.010577245849314722 0.01476308329325207 0.0059942368433634312
leaf_weight=0.0010012398403979757 0.0011244268104152739 0.0015042680602410253 0.0011921587470039294 0.0012439216825860188 0.0016626456822999046
leaf_count=794 145 446 803 352 581
internal_value=0 -0.00269734 -0.00748513 0.00602752 -0.00092597
internal_weight=0 0.00536031 0.00385604 0.00236835 0.0028548
internal_count=3121 2624 2178 497 1384
is_linear=0
shrinkage=0.1


Tree=8171
num_leaves=5
num_cat=0
split_feature=4 16 2 13
split_gain=1.42291e-05 2.08096e-05 4.59756e-05 4.88312e-05
threshold=0.24564500000000003 -0.079109999999999986 0.10644500000000001 -0.033284999999999988
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=-0.011257539510220328 0.0076650885093813778 -0.020863960145148241 0.01865489306627113 0.0055467630807451906
leaf_weight=0.0018339690656375947 0.0018351709530793547 0.0011707263556674184 0.0011350831389068377 0.0017413270426150523
leaf_count=956 426 845 354 540
internal_value=0 -0.00242104 0.00158324 -0.00507108
internal_weight=0 0.00588111 0.00404714 0.00291205
internal_count=3121 2695 1739 1385
is_linear=0
shrinkage=0.1


Tree=8172
num_leaves=6
num_cat=0
split_feature=52 12 13 16 16
split_gain=1.19452e-05 2.65902e-05 3.80111e-05 3.59493e-05 2.71122e-05
threshold=0.11434500000000002 0.097825000000000009 -0.094514999999999988 -0.073849999999999985 0.071345000000000006
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.013148822709152947 -0.0099246476015747362 0.014118252420577911 -0.018275157362588987 0.010426939657835716 -0.010872287915756704
leaf_weight=0.0013102098851264787 0.0010515129827371088 0.001342577909326334 0.0015692164291067254 0.001370871260577526 0.0010595530362163465
leaf_count=271 501 409 871 692 377
internal_value=0 0.00154517 -0.00163389 -0.00647644 0.00114146
internal_weight=0 0.00665243 0.00530985 0.00399964 0.00243042
internal_count=3121 2620 2211 1940 1069
is_linear=0
shrinkage=0.1


Tree=8173
num_leaves=5
num_cat=0
split_feature=4 151 16 13
split_gain=1.19698e-05 1.8029e-05 5.31869e-05 3.3812e-05
threshold=0.24564500000000003 -0.0071249999999999985 -0.088909999999999989 -0.0034749999999999994
decision_type=2 2 2 2
left_child=1 -1 -3 -4
right_child=-2 2 3 -5
leaf_value=0.0090785820197155417 0.0070420937937550124 -0.023966963638874905 0.011503670490128189 -0.0079399328991379605
leaf_weight=0.0011375865370472343 0.0018297624525902209 0.0011210278380565679 0.0016516369243794119 0.0019506654014852618
leaf_count=463 426 501 1142 589
internal_value=0 -0.0022229 -0.00494479 0.000974858
internal_weight=0 0.00586092 0.00472333 0.0036023
internal_count=3121 2695 2232 1731
is_linear=0
shrinkage=0.1


Tree=8174
num_leaves=7
num_cat=0
split_feature=50 4 160 52 2 0
split_gain=1.07773e-05 1.95218e-05 1.70281e-05 2.30289e-05 5.60082e-05 3.35833e-05
threshold=0.079410000000000008 0.36766000000000004 -0.027994999999999996 -0.088614999999999985 0.10097500000000002 -0.10224499999999999
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=0.01054706613381538 -0.0095235686158044366 0.014091721686491025 -0.015955474365064722 -0.002225133739258187 -0.017462910283042345 0.022043688752905459
leaf_weight=0.0010603570116904893 0.0010323254736739817 0.0010331222664995716 0.0011226788662986459 0.0011692895254220724 0.0011488915272663863 0.0011128993618536411
leaf_count=532 609 303 504 150 241 782
internal_value=0 0.00145878 -0.000865965 -0.00352352 0.000544316 0.00960945
internal_weight=0 0.00664724 0.00561412 0.00455376 0.00343108 0.00228219
internal_count=3121 2512 2209 1677 1173 932
is_linear=0
shrinkage=0.1


Tree=8175
num_leaves=6
num_cat=0
split_feature=16 1 150 16 13
split_gain=1.05381e-05 4.22202e-05 2.96189e-05 4.25957e-05 3.12866e-05
threshold=0.38525000000000004 0.077565000000000009 0.080470000000000014 -0.36241499999999999 -0.0025349999999999995
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.014291728006311649 0.0092964715717036728 -0.01828752828435691 0.017596263380444396 0.019481371518070681 -0.0029450603990051911
leaf_weight=0.0018545881377488331 0.0010489580245279179 0.0010161749076504404 0.0011344531227876764 0.0010230373941731263 0.0015871578985792183
leaf_count=1511 311 212 295 517 275
internal_value=0 -0.00149206 0.00349408 -0.000917565 0.00584473
internal_weight=0 0.00661541 0.00476082 0.00362637 0.0026102
internal_count=3121 2810 1299 1004 792
is_linear=0
shrinkage=0.1


Tree=8176
num_leaves=6
num_cat=0
split_feature=50 51 16 0 16
split_gain=1.07084e-05 1.99796e-05 2.54722e-05 4.38929e-05 4.48246e-05
threshold=0.079410000000000008 -0.076794999999999988 0.0047850000000000011 -0.10607499999999999 -0.27167499999999994
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.0095399141867641302 -0.009505477639728031 -0.0049697616766184232 0.013993225550219469 -0.016096911015193314 0.023066091361669511
leaf_weight=0.0013214210303877667 0.0010287558468673515 0.0012951565466663866 0.001770228758226682 0.0012150242194390697 0.0010189395267719472
leaf_count=497 609 242 400 1220 153
internal_value=0 0.00146103 0.00420418 -0.000706069 0.00737495
internal_weight=0 0.00662077 0.00529935 0.00352912 0.0023141
internal_count=3121 2512 2015 1615 395
is_linear=0
shrinkage=0.1


Tree=8177
num_leaves=7
num_cat=0
split_feature=1 12 52 4 43 1
split_gain=1.55981e-05 3.32342e-05 3.57e-05 3.64104e-05 6.642e-05 4.43751e-05
threshold=0.12500000000000003 0.098810000000000023 -0.088204999999999992 -0.0016099999999999997 -0.0037449999999999996 0.10752500000000002
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=-0.00031031496357659239 0.00020318083105403672 -0.00034843582952839267 -9.3175671557616497e-05 -0.00028509155222015736 0.00058945397952297042 0.00023313817226324087
leaf_weight=0.0010396432896304878 0.0011838760494582738 0.0011277566981903768 0.0010141072793691183 0.0015068040095956498 0.0011923253938151803 0.0010983082567202818
leaf_count=519 279 414 933 435 393 148
internal_value=0 -4.02291e-05 1.91746e-05 9.03683e-05 0.000275708 -6.66073e-05
internal_weight=0 0.00697894 0.00585119 0.00481154 0.00220643 0.00260511
internal_count=3121 2842 2428 1909 1326 583
is_linear=0
shrinkage=0.00196078


Tree=8178
num_leaves=6
num_cat=0
split_feature=16 47 4 52 4
split_gain=1.25004e-05 2.54901e-05 3.68803e-05 3.30342e-05 3.42141e-05
threshold=-0.5048999999999999 0.10254000000000001 0.055260000000000011 -0.088204999999999992 -0.034939999999999992
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
right_child=1 -3 -4 4 -6
leaf_value=0.0096221836142588359 -0.01583721916276459 0.012734461035294712 -0.020441137452073307 -0.0035564240720055932 0.017269002347108705
leaf_weight=0.0011442357630543935 0.0010318080477710297 0.0010281436458949977 0.0011387902592848581 0.0019991960491192902 0.0013031016749355771
leaf_count=222 536 209 417 1116 621
internal_value=0 -0.0017125 -0.00442652 -0.000218659 0.00466138
internal_weight=0 0.00650104 0.0054729 0.00433411 0.0033023
internal_count=3121 2899 2690 2273 1737
is_linear=0
shrinkage=0.1


Tree=8179
num_leaves=6
num_cat=0
split_feature=48 2 47 4 0
split_gain=1.08479e-05 3.51776e-05 3.13375e-05 3.33327e-05 3.30352e-05
threshold=0.11280000000000003 0.113445 0.085270000000000026 -0.10429499999999998 -0.084269999999999984
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.018209988474632094 -0.0095114049578775405 0.018039475642374337 0.01163057236556349 -0.0081449453222738853 0.014469549242732145
leaf_weight=0.0014557373943414496 0.0010390641163736496 0.0010740959909232755 0.0013302638699156724 0.0016851256736720381 0.0010474886946224362
leaf_count=278 145 418 291 995 994
internal_value=0 0.00148199 -0.00174062 -0.00598745 0.000523833
internal_weight=0 0.00659271 0.00551862 0.00418835 0.00273261
internal_count=3121 2976 2558 2267 1989
is_linear=0
shrinkage=0.1


Tree=8180
num_leaves=7
num_cat=0
split_feature=0 3 43 3 3 3
split_gain=2.0493e-05 3.35604e-05 4.45673e-05 5.59436e-05 4.182e-05 2.88603e-05
threshold=-0.060129999999999996 -0.08824499999999999 -0.04890499999999999 0.090900000000000009 0.12178000000000001 -0.013929999999999998
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=-0.00039334621964106687 0.00028801395751063046 0.00035874339638853161 -0.00043359948139473382 0.00036651773299206235 -0.00017336424297209355 -0.00010966831847501954
leaf_weight=0.0010263765523159827 0.0017604035601848055 0.0010257349221241504 0.0012736981200920905 0.0010475356212398985 0.0011652342164025116 0.0011664944461037803
leaf_count=538 403 872 879 97 162 170
internal_value=0 -7.33203e-05 -5.24972e-07 -0.000106223 8.22184e-05 0.000129521
internal_weight=0 0.00553858 0.0045122 0.00348647 0.00221277 0.0029269
internal_count=3121 2548 2010 1138 259 573
is_linear=0
shrinkage=0.00196078


Tree=8181
num_leaves=5
num_cat=0
split_feature=0 15 16 2
split_gain=1.32857e-05 2.36128e-05 6.08372e-05 2.65831e-05
threshold=-0.019414999999999998 -0.0063699999999999989 -0.056919999999999991 0.10444500000000002
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=-0.0081004141359698242 0.0072558573012351836 0.0066224931872479369 -0.025106665342661233 0.012233188460750785
leaf_weight=0.001318024027277695 0.0018901129701241913 0.0019244862980596087 0.0012452484083634208 0.0012553023942605316
leaf_count=440 365 1238 808 270
internal_value=0 -0.00240975 -0.00696182 0.00181858
internal_weight=0 0.00574306 0.00381857 0.00257333
internal_count=3121 2756 1518 710
is_linear=0
shrinkage=0.1


Tree=8182
num_leaves=6
num_cat=0
split_feature=0 12 2 0 43
split_gain=1.09582e-05 3.07823e-05 3.7475e-05 2.46288e-05 2.31656e-05
threshold=-0.060129999999999996 0.090995000000000006 0.089885000000000007 -0.20211999999999997 -0.090299999999999991
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -2
right_child=4 -3 3 -5 -6
leaf_value=-0.012028828661708133 -0.0065236294769651666 -0.01741780603210635 -0.0017488145144256347 0.017964801856417897 0.012760009582926786
leaf_weight=0.0013495923532827574 0.0010222893180163526 0.0011135975761132899 0.0012083333259119979 0.0013327097410167413 0.0015948410447655678
leaf_count=1149 113 813 105 481 460
internal_value=0 -0.00275801 0.00143799 0.00859045 0.00522754
internal_weight=0 0.00500423 0.00389064 0.00254104 0.00261713
internal_count=3121 2548 1735 586 573
is_linear=0
shrinkage=0.1


Tree=8183
num_leaves=6
num_cat=0
split_feature=48 1 48 15 42
split_gain=1.29614e-05 3.98351e-05 2.62396e-05 3.71541e-05 2.66191e-05
threshold=0.11280000000000003 0.111945 0.083985000000000018 -0.0063699999999999989 0.075730000000000006
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.00044920185321815285 -0.00020129262885071743 0.00028388795186276415 0.0001936186461429009 0.0001089652161302526 -0.00028313271941678907
leaf_weight=0.0010612442416488969 0.0011081339797658378 0.0017430288063993854 0.0012237003423483505 0.0019905528427708492 0.0010001463744121514
leaf_count=794 145 409 389 738 646
internal_value=0 2.68954e-05 -5.80128e-05 -0.000134006 -2.21597e-05
internal_weight=0 0.00701867 0.00527564 0.00405194 0.0029907
internal_count=3121 2976 2567 2178 1384
is_linear=0
shrinkage=0.00196078


Tree=8184
num_leaves=5
num_cat=0
split_feature=48 1 4 42
split_gain=1.00958e-05 3.13157e-05 2.4299e-05 2.34722e-05
threshold=0.11280000000000003 0.111945 -0.0016099999999999997 1.0000000180025095e-35
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=0.009528848737585199 -0.009206245036052451 0.013407016974400247 -0.011595833576223263 -0.0085368553057838161
leaf_weight=0.0019548392280532888 0.0010336026893804189 0.0016383478261652292 0.0018541863884160995 0.0011377838694354931
leaf_count=904 145 409 659 1004
internal_value=0 0.00142423 -0.00254438 0.00288243
internal_weight=0 0.00658516 0.00494681 0.00309262
internal_count=3121 2976 2567 1908
is_linear=0
shrinkage=0.1


Tree=8185
num_leaves=7
num_cat=0
split_feature=16 47 4 52 15 16
split_gain=1.07588e-05 1.99685e-05 3.41538e-05 2.79298e-05 3.54039e-05 2.60657e-05
threshold=-0.5048999999999999 0.10254000000000001 0.055260000000000011 -0.088204999999999992 -0.036009999999999993 0.0013750000000000001
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=0.0089470943784884897 -0.014357019361576715 0.011260755563896928 -0.019445753966288247 0.020040335591801767 -0.012656302967482581 0.0087635148039597981
leaf_weight=0.0011387885267990262 0.0010249899797035744 0.0010183656427142536 0.0011331968174200712 0.0010185794845437557 0.0011853011155763642 0.001091066304720602
leaf_count=222 536 209 417 419 1114 204
internal_value=0 -0.00159335 -0.00399384 5.9473e-05 0.00454415 -0.00238975
internal_weight=0 0.0064715 0.00545313 0.00431994 0.00329495 0.00227637
internal_count=3121 2899 2690 2273 1737 1318
is_linear=0
shrinkage=0.1


Tree=8186
num_leaves=5
num_cat=0
split_feature=159 52 43 2
split_gain=1.05941e-05 3.10868e-05 2.51715e-05 6.43321e-05
threshold=0.076905000000000015 -0.0064899999999999992 -0.0037449999999999996 0.10613000000000002
decision_type=2 2 2 2
left_child=1 -1 -3 -4
right_child=-2 2 3 -5
leaf_value=-0.012031515535071284 0.0093344930331390272 -0.0064805173527989271 0.022439029790668329 -0.0077618833440191914
leaf_weight=0.0019646194805014458 0.0010452522340069171 0.0017381357858468104 0.0015607435033533827 0.0012868812750662794
leaf_count=817 527 1046 542 189
internal_value=0 -0.00150654 0.00300254 0.00879082
internal_weight=0 0.00655038 0.00458576 0.00284762
internal_count=3121 2594 1777 731
is_linear=0
shrinkage=0.1


Tree=8187
num_leaves=5
num_cat=0
split_feature=52 52 0 4
split_gain=1.15238e-05 3.04613e-05 2.42402e-05 3.02454e-05
threshold=-0.081429999999999989 -0.0064899999999999992 -0.14001499999999997 -0.083854999999999985
decision_type=2 2 2 2
left_child=-1 -2 -3 -4
right_child=1 2 3 -5
leaf_value=0.0068894691565305477 -0.017836118030381581 0.012016782751475235 0.006594501409276126 -0.012619545197703131
leaf_weight=0.0018340794617060421 0.0010255289970745231 0.0014359658886258491 0.001550651564904703 0.0017369447606982481
leaf_count=771 438 234 353 1325
internal_value=0 -0.00221417 0.0011775 -0.00355691
internal_weight=0 0.00574909 0.00472356 0.0032876
internal_count=3121 2350 1912 1678
is_linear=0
shrinkage=0.1


Tree=8188
num_leaves=6
num_cat=0
split_feature=1 47 4 3 43
split_gain=1.65121e-05 4.70257e-05 7.78599e-05 3.69732e-05 4.70824e-05
threshold=0.12337000000000002 0.092530000000000015 0.053180000000000012 0.090900000000000009 -0.0030899999999999994
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-4.1274159566796718e-05 0.00020189872675723729 -0.00042514471094422609 0.00039051762459865985 0.0001634540053151451 -0.00055167538400680363
leaf_weight=0.0018399923727063252 0.0012718333160185993 0.0010418070742294816 0.0016344235873622312 0.0012933691693986305 0.0011164878865716403
leaf_count=1419 294 261 399 150 598
internal_value=0 -4.11667e-05 2.68163e-05 -0.000113057 -0.000234023
internal_weight=0 0.00692608 0.00588427 0.00424985 0.00295648
internal_count=3121 2827 2566 2167 2017
is_linear=0
shrinkage=0.00196078


Tree=8189
num_leaves=6
num_cat=0
split_feature=43 3 2 16 2
split_gain=1.07784e-05 4.23043e-05 2.39725e-05 2.51492e-05 5.19165e-06
threshold=-0.043144999999999996 -0.077774999999999983 0.089885000000000007 -0.065229999999999996 0.11177500000000001
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.0054276542650251213 -0.013950232544823813 0.019544963182599226 0.013893721910706744 -0.0086885977081173071 0.0037172835389029445
leaf_weight=0.0016371401436912952 0.0013914530004284329 0.0011583003600673626 0.0010020982318570545 0.0013930521912134397 0.0010031752123996721
leaf_count=971 845 504 235 374 192
internal_value=0 0.00491984 -0.00289425 0.00163265 0.00880277
internal_weight=0 0.00279544 0.00478978 0.00339833 0.00200527
internal_count=3121 1475 1646 801 427
is_linear=0
shrinkage=0.1


Tree=8190
num_leaves=6
num_cat=0
split_feature=48 4 16 13 2
split_gain=1.05014e-05 3.22435e-05 2.23819e-05 4.47174e-05 2.80771e-05
threshold=0.11280000000000003 0.24564500000000003 0.0057500000000000008 -0.029529999999999997 0.084055000000000005
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=0.0039421482477741158 -0.0093977299806851759 0.015893952448154447 -0.0091066450797299692 0.018209337567911026 -0.016096626549935912
leaf_weight=0.0011853370265827953 0.0010301224958763474 0.0012523042947680738 0.0011455957431508481 0.0012567372901522817 0.0017049199845721656
leaf_count=595 145 382 366 335 1298
internal_value=0 0.00146453 -0.00194968 0.00518322 -0.00787843
internal_weight=0 0.00654489 0.00529259 0.00240233 0.00289026
internal_count=3121 2976 2594 701 1893
is_linear=0
shrinkage=0.1


Tree=8191
num_leaves=7
num_cat=0
split_feature=13 48 1 2 3 49
split_gain=1.63791e-05 3.6061e-05 5.38695e-05 3.01934e-05 6.01669e-05 2.81567e-05
threshold=-0.23438999999999996 0.11280000000000003 0.111945 0.084245000000000014 -0.10831999999999999 -0.0090649999999999984
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=0.00022499411352350484 0.00013664762660807182 -0.00038158328874511967 0.00034033194342652075 0.00019590859089968791 -0.00015233844887578793 -0.00060701342044734913
leaf_weight=0.0010323617805344564 0.0015492222809487437 0.0010150385949021911 0.0015007933401569229 0.001005064729780944 0.0010120969632224374 0.0010850276122542771
leaf_count=169 730 126 302 236 277 1281
internal_value=0 -3.91731e-05 1.73204e-05 -8.69003e-05 -0.000198539 -0.000387582
internal_weight=0 0.00716724 0.0061522 0.00465141 0.00310219 0.00209712
internal_count=3121 2952 2826 2524 1794 1558
is_linear=0
shrinkage=0.00196078


Tree=8192
num_leaves=6
num_cat=0
split_feature=42 160 151 16 2
split_gain=1.01403e-05 2.90567e-05 3.30284e-05 5.2189e-05 3.65541e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 0.16703000000000004 0.086885000000000004
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0083219225084477221 -0.010760199078774207 -0.010849907954377239 0.0014265218974755106 -0.0096563468961308012 0.025073958374714218
leaf_weight=0.001231062763477616 0.0014639506607915685 0.0010050093972758258 0.0010234504012911329 0.0010406502602935534 0.0018092851742918515
leaf_count=862 828 300 406 278 447
internal_value=0 0.00159568 0.00530354 0.0094948 0.0165303
internal_weight=0 0.00634235 0.0048784 0.00387339 0.00283274
internal_count=3121 2259 1431 1131 853
is_linear=0
shrinkage=0.1


Tree=8193
num_leaves=7
num_cat=0
split_feature=48 2 48 12 52 43
split_gain=1.05002e-05 2.73366e-05 3.24533e-05 3.87379e-05 2.30437e-05 2.34501e-05
threshold=0.11280000000000003 0.113445 0.083985000000000018 0.095110000000000014 -0.0064899999999999992 -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=-0.023765514117867877 -0.0094133624791449752 0.016163465129598757 0.013513045207022449 0.0091555284207689193 -0.01614887682293056 0.0054735870599398459
leaf_weight=0.0010221272082028775 0.0010268729982844454 0.0010599233517309863 0.0011540846272050055 0.001288812578707596 0.0010013393962905531 0.0010049566102424683
leaf_count=565 145 418 386 454 821 332
internal_value=0 0.00146463 -0.00138289 -0.00536487 -0.0115443 -0.00531815
internal_weight=0 0.00653124 0.00547132 0.00431724 0.00302842 0.0020063
internal_count=3121 2976 2558 2172 1718 1153
is_linear=0
shrinkage=0.1


Tree=8194
num_leaves=7
num_cat=0
split_feature=1 15 47 48 2 0
split_gain=1.97407e-05 3.36807e-05 7.03661e-05 3.9098e-05 3.18783e-05 9.11365e-06
threshold=0.077565000000000009 1.0000000180025095e-35 0.087235000000000021 0.084485000000000018 0.096540000000000015 -0.10474999999999998
decision_type=2 2 2 2 2 2
left_child=4 2 3 -2 -1 -4
right_child=1 -3 5 -5 -6 -7
leaf_value=-0.00041076980472844801 0.00051420575369889366 -0.00025737111289821839 -0.00027980127533780988 3.104050290155942e-05 4.3032383246657239e-05 -1.8646821535840005e-05
leaf_weight=0.0010756129901180857 0.0016803600728180672 0.0011054579803997759 0.0010455195042229598 0.0010439408249248707 0.0013323271674557137 0.001010115113163118
leaf_count=1190 565 433 89 192 446 206
internal_value=0 5.10704e-05 0.000122404 0.000329059 -0.000159678 -0.000151473
internal_weight=0 0.00588539 0.00477994 0.0027243 0.00240794 0.00205563
internal_count=3121 1485 1052 757 1636 295
is_linear=0
shrinkage=0.00196078


Tree=8195
num_leaves=6
num_cat=0
split_feature=484 0 16 150 16
split_gain=1.48628e-05 2.54806e-05 4.91691e-05 4.37239e-05 3.43853e-05
threshold=0.073690000000000019 -0.11756999999999999 -0.056919999999999991 0.081835000000000019 0.23311500000000004
decision_type=2 2 2 2 2
left_child=1 3 -3 -1 -4
right_child=-2 2 4 -5 -6
leaf_value=-0.00039095308969352592 0.00021212311799219529 0.00028449706897375573 -0.00036732562315824641 0.00012970830836414094 8.8578383168911427e-05
leaf_weight=0.0016146214061362302 0.0010552492232525001 0.0019719570877553849 0.0012105306514581657 0.0010067655277833285 0.0013402318507655703
leaf_count=283 394 1247 693 134 370
internal_value=0 -3.71751e-05 5.1976e-05 -0.000190989 -0.000127783
internal_weight=0 0.00714411 0.00452272 0.00262139 0.00255076
internal_count=3121 2727 2310 417 1063
is_linear=0
shrinkage=0.00196078


Tree=8196
num_leaves=6
num_cat=0
split_feature=3 13 15 15 16
split_gain=1.98202e-05 5.10755e-05 2.72943e-05 3.69442e-05 5.02194e-05
threshold=-0.14477499999999996 -0.091054999999999983 -0.10324499999999999 -0.016799999999999995 0.0047850000000000011
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=-0.00024394430922917656 0.00030755403351538885 0.00021160084692251131 -0.0003332913096712912 -0.00024047813152042505 0.00035562416964699461
leaf_weight=0.0011459421482245937 0.001917781819601924 0.0010773158193748958 0.0019705522512772928 0.001167268500221955 0.0010165798873135378
leaf_count=277 412 342 803 1024 263
internal_value=0 3.38251e-05 -6.65153e-05 -0.000138636 3.70071e-05
internal_weight=0 0.0071495 0.00523172 0.0041544 0.00218385
internal_count=3121 2844 2432 2090 1287
is_linear=0
shrinkage=0.00196078


Tree=8197
num_leaves=6
num_cat=0
split_feature=43 12 4 47 3
split_gain=1.80971e-05 4.21945e-05 2.42393e-05 5.37375e-05 4.23126e-05
threshold=-0.043144999999999996 0.051320000000000005 -0.059649999999999988 0.077555000000000013 0.090900000000000009
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=0.00043506897106831293 -0.00027471574785026563 -5.1039614010907904e-05 -0.00011238993774356674 -0.00033862615636351769 0.00040307602005940974
leaf_weight=0.0010461030829107066 0.0016050557086611048 0.0019971759518170274 0.0010933428581332279 0.0011354248229964855 0.001391420719724513
leaf_count=298 882 1177 400 171 193
internal_value=0 0.000116056 -7.41498e-05 1.47736e-05 0.000176261
internal_weight=0 0.00304328 0.00522524 0.00362019 0.00248476
internal_count=3121 1475 1646 764 593
is_linear=0
shrinkage=0.00196078


Tree=8198
num_leaves=6
num_cat=0
split_feature=52 160 16 4 2
split_gain=1.19208e-05 2.35398e-05 2.82478e-05 7.01734e-05 4.78025e-05
threshold=-0.081429999999999989 -1.0000000180025095e-35 -0.097644999999999996 -0.083854999999999985 0.10731
decision_type=2 2 2 2 2
left_child=-1 -2 4 -4 -3
right_child=1 2 3 -5 -6
leaf_value=0.0069870014196975255 -0.01467057002742421 0.023488629623724451 0.010433354463720715 -0.023751981706429046 -0.00639459306759518
leaf_weight=0.0018348196303194465 0.0012091587739909183 0.0011322587232513535 0.0012177985183541118 0.0011845505260418701 0.0010153033423313533
leaf_count=771 825 269 307 766 183
internal_value=0 -0.00226877 0.00102707 -0.00642275 0.00936073
internal_weight=0 0.00575907 0.00454991 0.00240235 0.00214756
internal_count=3121 2350 1525 1073 452
is_linear=0
shrinkage=0.1


Tree=8199
num_leaves=6
num_cat=0
split_feature=484 0 16 150 52
split_gain=1.75115e-05 2.0883e-05 5.03661e-05 3.0724e-05 2.91621e-05
threshold=0.073690000000000019 -0.11756999999999999 -0.056919999999999991 0.080470000000000014 0.091275000000000009
decision_type=2 2 2 2 2
left_child=1 3 -3 -1 -4
right_child=-2 2 4 -5 -6
leaf_value=-0.00034768233070295236 0.00023077865431133583 0.00027827121427536537 -0.00033024644403542472 8.9575654480464177e-05 9.0292420574123144e-05
leaf_weight=0.0015957821688983888 0.0010674357547440913 0.001963165911044821 0.0013961425317692935 0.0010081209308528847 0.001161292294920316
leaf_count=282 394 1247 852 135 211
internal_value=0 -3.85213e-05 4.20469e-05 -0.000178395 -0.000139286
internal_weight=0 0.0071245 0.0045206 0.0026039 0.00255743
internal_count=3121 2727 2310 417 1063
is_linear=0
shrinkage=0.00196078


Tree=8200
num_leaves=7
num_cat=0
split_feature=157 160 42 42 3 1
split_gain=1.81468e-05 7.00456e-05 3.53319e-05 5.11616e-05 5.51394e-05 6.70317e-05
threshold=-0.05495499999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 0.091735000000000025 0.12178000000000001 0.094385000000000011
decision_type=2 2 2 2 2 2
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leaf_value=0.00024241945704678417 -0.00050512907764082248 -0.00028145907377368677 0.00012926871371903004 -0.00027524612056248918 -0.00013957110903757149 0.00075057704815936191
leaf_weight=0.0010038703792235992 0.0010590917171066699 0.0010872675232478229 0.0018398099119842895 0.0010681947035625517 0.0012403508831221751 0.0010478489573429292
leaf_count=479 644 714 415 460 142 267
internal_value=0 -3.86529e-05 3.99725e-05 0.00010723 0.000206202 0.000354724
internal_weight=0 0.00734256 0.00628347 0.0051962 0.00412801 0.00288766
internal_count=3121 2642 1998 1284 824 682
is_linear=0
shrinkage=0.00196078


Tree=8201
num_leaves=6
num_cat=0
split_feature=484 0 16 43 49
split_gain=1.17236e-05 1.76085e-05 3.85804e-05 2.72519e-05 2.35371e-05
threshold=0.044540000000000003 -0.11756999999999999 -0.056919999999999991 -0.074359999999999996 -0.026779999999999995
decision_type=2 2 2 2 2
left_child=1 4 -3 -4 -1
right_child=-2 2 3 -5 -6
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leaf_weight=0.0010457477003559474 0.001005449060264312 0.001816059647664083 0.0012711506755875824 0.0010827974275870425 0.0013800525812592739
leaf_count=152 435 1235 508 527 264
internal_value=0 -0.0015691 0.00237172 -0.00607681 -0.00834346
internal_weight=0 0.00659581 0.00417001 0.00235395 0.0024258
internal_count=3121 2686 2270 1035 416
is_linear=0
shrinkage=0.1


Tree=8202
num_leaves=7
num_cat=0
split_feature=157 160 42 42 3 1
split_gain=2.28214e-05 7.08617e-05 5.53515e-05 4.2943e-05 4.9786e-05 5.69218e-05
threshold=-0.06266999999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 0.091735000000000025 0.12178000000000001 0.094385000000000011
decision_type=2 2 2 2 2 2
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internal_value=0 -5.26592e-05 2.51619e-05 0.000108945 0.000197394 0.000333355
internal_weight=0 0.00761915 0.00651562 0.00536298 0.00427629 0.00302644
internal_count=3121 2661 2007 1293 832 690
is_linear=0
shrinkage=0.00196078


Tree=8203
num_leaves=6
num_cat=0
split_feature=4 151 16 13 1
split_gain=1.12657e-05 2.74e-05 3.24164e-05 2.25093e-05 2.18122e-05
threshold=0.40473500000000007 -0.024429999999999997 -0.092484999999999984 -0.0034749999999999994 0.095285000000000022
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
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internal_value=0 -0.00165863 -0.00455922 0.000584913 -0.00641021
internal_weight=0 0.0064717 0.00539884 0.00374733 0.00206509
internal_count=3121 2817 2344 1862 623
is_linear=0
shrinkage=0.1


Tree=8204
num_leaves=6
num_cat=0
split_feature=12 160 151 0 1
split_gain=1.58745e-05 4.07851e-05 4.65438e-05 6.58126e-05 7.93882e-05
threshold=-0.010834999999999999 -1.0000000180025095e-35 -0.0083949999999999979 -0.053834999999999994 0.095285000000000022
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
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leaf_value=0.00019232510274208437 -0.00032128737320015526 -0.0003295803059262424 -6.4385632338040221e-05 -0.00023409097642955424 0.00058024068439733567
leaf_weight=0.0013215797287273821 0.001559156684248381 0.0010564682383309458 0.0013293471641043163 0.0013220925890118779 0.0016415031024556086
leaf_count=421 870 249 1118 275 188
internal_value=0 -4.22291e-05 3.91062e-05 0.000129838 0.000291794
internal_weight=0 0.00690857 0.00534941 0.00429294 0.00297085
internal_count=3121 2700 1830 1581 1306
is_linear=0
shrinkage=0.00196078


Tree=8205
num_leaves=5
num_cat=0
split_feature=159 52 13 2
split_gain=1.00473e-05 2.44459e-05 2.33062e-05 2.89079e-05
threshold=0.076905000000000015 -0.0064899999999999992 -0.0039049999999999992 0.091265000000000013
decision_type=2 2 2 2
left_child=1 -1 -3 -4
right_child=-2 2 3 -5
leaf_value=-0.010833914315715874 0.0090335705598536802 -0.0056168166266131504 0.02150456976592309 9.7899253706709394e-06
leaf_weight=0.0019649154974253503 0.0010507641021725586 0.0020001050916062541 0.0010544143392386665 0.0015387548370590827
leaf_count=817 527 1250 281 246
internal_value=0 -0.00149922 0.00249399 0.00874983
internal_weight=0 0.00655819 0.00459327 0.00259317
internal_count=3121 2594 1777 527
is_linear=0
shrinkage=0.1


Tree=8206
num_leaves=6
num_cat=0
split_feature=52 15 3 1 15
split_gain=9.89334e-06 2.57717e-05 4.95851e-05 4.9448e-05 4.23527e-05
threshold=0.11434500000000002 -0.016799999999999995 -0.08824499999999999 0.11181500000000001 1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 3 -3 -1 -4
right_child=-2 2 4 -5 -6
leaf_value=0.0062909609803132038 -0.0091541158125443382 -0.0086398145186033625 0.031373024357241382 -0.018207357275544882 0.002744036443019216
leaf_weight=0.0018200996124716879 0.0010296078353805539 0.0011787554649648033 0.0010336792045721045 0.0015053093281253058 0.0010332657989667905
leaf_count=882 501 480 235 333 690
internal_value=0 0.00138838 0.00772737 -0.00479867 0.0170614
internal_weight=0 0.00657111 0.0032457 0.00332541 0.00206695
internal_count=3121 2620 1405 1215 925
is_linear=0
shrinkage=0.1


Tree=8207
num_leaves=7
num_cat=0
split_feature=4 151 43 13 2 1
split_gain=1.16288e-05 2.44998e-05 2.67181e-05 4.70671e-05 3.99827e-05 1.59191e-05
threshold=0.40473500000000007 -0.024429999999999997 -0.074359999999999996 -0.0013449999999999996 0.089125000000000024 0.086560000000000012
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -6
right_child=-2 2 4 -5 5 -7
leaf_value=0.012131980729974519 0.0092939621553507767 0.019572127074593739 -0.026004640857558534 -0.010149485843277895 0.005707601460637029 -0.011424530285143272
leaf_weight=0.0010711773601144482 0.0011361503872042277 0.0010343943547744755 0.0010669070543034617 0.0010987918398328925 0.0011499180612495729 0.0010265579026071999
leaf_count=473 304 553 824 270 470 227
internal_value=0 -0.00167819 -0.0044296 0.0042627 -0.0101466 -0.00237295
internal_weight=0 0.00644775 0.00537657 0.00213319 0.00324338 0.00217648
internal_count=3121 2817 2344 823 1521 697
is_linear=0
shrinkage=0.1


Tree=8208
num_leaves=7
num_cat=0
split_feature=1 0 3 12 13 16
split_gain=2.77595e-05 4.55862e-05 4.01782e-05 7.83764e-05 5.80442e-05 4.78034e-05
threshold=0.077565000000000009 0.024095000000000002 0.083060000000000009 0.083370000000000014 -0.063184999999999977 -0.062804999999999986
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=-0.00048004671978178043 0.00063032169590381416 5.6904645595828732e-05 9.8226403174970099e-05 -0.00033562897225510914 0.0003242105015057928 -0.0004264692889998249
leaf_weight=0.0010903091818562434 0.0011364665164732835 0.0013738675250491487 0.0017312035024404694 0.0010437798921266914 0.0010071022123336582 0.0010865833855534764
leaf_count=1553 375 83 223 373 351 163
internal_value=0 -0.000180677 6.6474e-05 0.000217275 -1.16095e-05 -0.000104105
internal_weight=0 0.00246418 0.00600514 0.00318735 0.00205088 0.00281779
internal_count=3121 1636 1485 1099 724 386
is_linear=0
shrinkage=0.00196078


Tree=8209
num_leaves=7
num_cat=0
split_feature=13 48 1 3 2 49
split_gain=1.47693e-05 3.25156e-05 5.6405e-05 2.62394e-05 5.49901e-05 4.07171e-05
threshold=-0.23438999999999996 0.11280000000000003 0.111945 -0.12018999999999998 0.084055000000000005 -0.0090649999999999984
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=0.00021702105252331815 0.00015884051715267059 -0.00035951354156380205 0.00035037414864117964 0.00015334983563424986 -8.4221213738179749e-05 -0.00062081772813650841
leaf_weight=0.001028435282231792 0.0012270295013760944 0.0010143324089762432 0.0014974975339901112 0.0012450601314418297 0.0010455618202894258 0.0011326236158668303
leaf_count=169 268 126 302 640 285 1331
internal_value=0 -3.42583e-05 1.94062e-05 -8.71732e-05 -0.000175355 -0.000363243
internal_weight=0 0.00716211 0.00614777 0.00465028 0.00342325 0.00217819
internal_count=3121 2952 2826 2524 2256 1616
is_linear=0
shrinkage=0.00196078


Tree=8210
num_leaves=6
num_cat=0
split_feature=1 42 48 2 0
split_gain=1.14706e-05 2.35826e-05 3.82021e-05 2.4882e-05 2.24627e-05
threshold=0.077565000000000009 0.08623500000000002 0.086260000000000017 1.0000000180025095e-35 0.10455500000000001
decision_type=2 2 2 2 2
left_child=4 2 3 -2 -1
right_child=1 -3 -4 -5 -6
leaf_value=-0.015446194072788466 -0.0047460457285489442 0.014214967389278771 -0.014384657006318103 0.014742926258438906 0.0047257677667764701
leaf_weight=0.0011897335486321741 0.0012028760915750525 0.00129513719827114 0.0014386616956258624 0.0014385560601349089 0.0010299076994805113
leaf_count=1571 319 538 227 401 65
internal_value=0 0.00245855 -0.00127326 0.00586789 -0.00608646
internal_weight=0 0.00537523 0.00408009 0.00264143 0.00221964
internal_count=3121 1485 947 720 1636
is_linear=0
shrinkage=0.1


Tree=8211
num_leaves=6
num_cat=0
split_feature=12 3 1 4 12
split_gain=1.09056e-05 3.95483e-05 3.53833e-05 2.88586e-05 1.25274e-05
threshold=0.084100000000000022 0.12178000000000001 0.094385000000000011 0.09173000000000002 0.09334000000000002
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -2
right_child=3 -3 -4 -5 -6
leaf_value=-0.00090705069858070453 -0.0039388413178102861 -0.013833747243070611 0.019892440295216186 0.007723557016376891 -0.019642318787277083
leaf_weight=0.0017887857138887608 0.0010261862246754695 0.0010314854110007 0.0015068741804030355 0.0012240515849895224 0.0010060320875067096
leaf_count=466 1168 189 384 223 691
internal_value=0 0.0032547 0.0086031 -0.0044065 -0.0117127
internal_weight=0 0.00432715 0.00329566 0.00325627 0.00203222
internal_count=3121 1039 850 2082 1859
is_linear=0
shrinkage=0.1


Tree=8212
num_leaves=5
num_cat=0
split_feature=3 12 42 3
split_gain=1.19975e-05 1.78718e-05 3.84381e-05 3.72249e-05
threshold=0.13524500000000003 0.084100000000000022 0.08623500000000002 0.076840000000000006
decision_type=2 2 2 2
left_child=1 3 -3 -1
right_child=-2 2 -4 -5
leaf_value=0.014123307242069574 0.0093529022869057021 -0.019936153295660893 0.0034214367956336687 -0.0063246767369457947
leaf_weight=0.0016308941948964821 0.0011545948990184093 0.001341619644197448 0.0014836883368777205 0.0019605325695644937
leaf_count=640 192 1083 972 234
internal_value=0 -0.00171996 -0.0076701 0.00296091
internal_weight=0 0.00641673 0.00282531 0.00359143
internal_count=3121 2929 2055 874
is_linear=0
shrinkage=0.1


Tree=8213
num_leaves=6
num_cat=0
split_feature=42 49 1 15 4
split_gain=1.2623e-05 2.39019e-05 2.81355e-05 4.83607e-05 1.82389e-05
threshold=0.091735000000000025 -0.00064499999999999985 0.111945 -0.037864999999999989 -0.10429499999999998
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.0078984225064363776 -0.009814427190189802 -0.017452547329643308 0.018617951415712011 0.00065839102222421946 0.018310181448660288
leaf_weight=0.0018555017218376633 0.0011224851250352021 0.001010391051112777 0.0012124492503679998 0.0012862540901452113 0.0010742224326097415
leaf_count=571 667 566 234 247 836
internal_value=0 0.00167732 0.00555394 0.000855023 0.00869149
internal_weight=0 0.00643882 0.00458332 0.00337087 0.00236048
internal_count=3121 2454 1883 1649 1083
is_linear=0
shrinkage=0.1


Tree=8214
num_leaves=7
num_cat=0
split_feature=484 42 0 15 15 49
split_gain=1.37813e-05 2.06241e-05 2.8022e-05 4.01835e-05 8.18889e-05 2.40231e-05
threshold=0.073690000000000019 -0.025789999999999997 -0.11756999999999999 -0.031204999999999997 1.0000000180025095e-35 -0.026779999999999995
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=-0.00026990715538899302 0.000209832498022378 8.1528262329697349e-05 0.00040973245983885818 -0.00040799675421732405 0.00036775525948373543 -0.00030626762282158216
leaf_weight=0.0011808616433919474 0.0010251350808867278 0.0010644966128125232 0.0012511069095245721 0.0010861824497948223 0.0010092992437304364 0.0014517400527743756
leaf_count=663 394 142 682 309 700 231
internal_value=0 -3.34941e-05 1.4123e-05 0.000131667 -3.43519e-05 -0.00014221
internal_weight=0 0.00704369 0.00586283 0.00334659 0.00209548 0.00251624
internal_count=3121 2727 2064 1691 1009 373
is_linear=0
shrinkage=0.00196078


Tree=8215
num_leaves=6
num_cat=0
split_feature=52 15 15 3 0
split_gain=1.14822e-05 3.0366e-05 1.87256e-05 4.05405e-05 2.91453e-05
threshold=-0.046924999999999988 -0.053579999999999996 -0.11713499999999999 -0.083924999999999986 -0.084144999999999984
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -5
right_child=2 -3 3 4 -6
leaf_value=0.016944593313989256 -0.013773937157390835 -0.0050546354975117306 0.015011624137768811 0.0027380381266962593 -0.018750195258201801
leaf_weight=0.0012054474684856339 0.0011850315352857589 0.001308539685272327 0.0012959955490800682 0.001438571892001621 0.0011246705882131699
leaf_count=516 367 437 703 508 590
internal_value=0 0.00549391 -0.00277869 0.000597545 -0.00669033
internal_weight=0 0.00251399 0.00504427 0.00385924 0.00256324
internal_count=3121 953 2168 1801 1098
is_linear=0
shrinkage=0.1


Tree=8216
num_leaves=6
num_cat=0
split_feature=42 160 49 52 4
split_gain=1.09599e-05 2.78883e-05 2.98011e-05 4.99219e-05 5.35684e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.047584999999999995 0.077655000000000016 0.076415000000000025
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0086906268591535243 -0.010486669359598888 0.018115018747837702 -0.025068448749640749 0.016901000127380644 0.0054699800389627871
leaf_weight=0.0012228345415558574 0.001456754227169019 0.0013195366680993827 0.0010323195440815312 0.0012195258850781982 0.0012949125790558582
leaf_count=862 828 257 616 316 242
internal_value=0 0.00165152 0.00528516 0.000511933 -0.00807633
internal_weight=0 0.00632305 0.00486629 0.00354676 0.00232723
internal_count=3121 2259 1431 1174 858
is_linear=0
shrinkage=0.1


Tree=8217
num_leaves=6
num_cat=0
split_feature=42 49 0 15 12
split_gain=1.18416e-05 2.6242e-05 2.40971e-05 4.95802e-05 2.16701e-05
threshold=0.091735000000000025 -0.00064499999999999985 -0.083914999999999976 -0.10203999999999998 0.082095000000000015
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -4
right_child=-2 2 4 -5 -6
leaf_value=-0.0084143045263339114 -0.009526853914415042 -0.00095377687517493332 0.0098116038297966987 0.029265321413823493 -0.0094632356226097003
leaf_weight=0.001849929397394097 0.0011164790493290002 0.0011504160928302357 0.0010172227019795469 0.0010281723943152397 0.001367309391611594
leaf_count=571 667 252 219 663 749
internal_value=0 0.00163231 0.0057053 0.013308 -0.00124074
internal_weight=0 0.00641305 0.00456312 0.00217859 0.00238453
internal_count=3121 2454 1883 915 968
is_linear=0
shrinkage=0.1


Tree=8218
num_leaves=6
num_cat=0
split_feature=13 12 0 48 15
split_gain=2.02323e-05 2.78243e-05 3.79259e-05 6.96866e-05 2.85402e-05
threshold=-0.23438999999999996 -0.010834999999999999 -0.053834999999999994 0.085130000000000025 1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=0.00025195060955600709 0.00025342618847421704 0.00031026851449611627 -0.00037121472421787987 -0.00033407324964324114 -8.2910610355068533e-05
leaf_weight=0.0010397801244362535 0.0010549785289938026 0.0019564381518782782 0.0014277128386612579 0.0016293222282481438 0.0011139409031490624
leaf_count=169 345 824 389 331 1063
internal_value=0 -4.06937e-05 -9.13334e-05 -6.30877e-06 0.000167622
internal_weight=0 0.00718239 0.00612741 0.0046997 0.00307038
internal_count=3121 2952 2607 2218 1887
is_linear=0
shrinkage=0.00196078


Tree=8219
num_leaves=7
num_cat=0
split_feature=157 160 52 12 3 1
split_gain=2.32404e-05 5.41216e-05 3.73879e-05 5.57528e-05 5.37793e-05 5.96416e-05
threshold=-0.05495499999999999 -1.0000000180025095e-35 0.10024500000000001 0.098150000000000015 -1.0000000180025095e-35 0.10612500000000001
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=0.00027587443702829079 -0.0004564103569352739 -0.00039158547740558947 0.00034775087339748478 0.00036753797809280919 0.00037639702684111852 -0.00027347247930556781
leaf_weight=0.0010017958445097085 0.0010411796357059936 0.0018745066072527561 0.0011385810433445116 0.0010061019313851224 0.0011210093858632685 0.0010529087008497849
leaf_count=479 644 1198 223 291 120 166
internal_value=0 -4.27835e-05 2.6755e-05 -4.55524e-05 -0.000148212 6.16413e-05
internal_weight=0 0.00723429 0.00619311 0.00505453 0.00404842 0.00217392
internal_count=3121 2642 1998 1775 1484 286
is_linear=0
shrinkage=0.00196078


Tree=8220
num_leaves=7
num_cat=0
split_feature=47 4 4 2 48 13
split_gain=1.79219e-05 6.0834e-05 3.24438e-05 5.95779e-05 5.65638e-05 2.83692e-05
threshold=0.11669500000000001 0.24564500000000003 0.033845000000000007 0.10644500000000001 0.083985000000000018 -0.033284999999999988
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=-0.00052394944831309922 -0.00024928390234822451 0.00036213937906327885 -0.00035472888710157276 0.00041484505589069783 0.00026079108042492412 -8.5342649343508878e-05
leaf_weight=0.0010712050968034656 0.0010020593862788852 0.0016425494201484153 0.0011876824697158441 0.001061946937125989 0.0010365621026039427 0.0012044603583403468
leaf_count=949 133 396 309 304 336 694
internal_value=0 3.0585e-05 -6.73309e-05 1.07038e-05 -0.00011887 -0.000291804
internal_weight=0 0.00720441 0.00556186 0.00437417 0.00331223 0.00227567
internal_count=3121 2988 2592 2283 1979 1643
is_linear=0
shrinkage=0.00196078


Tree=8221
num_leaves=7
num_cat=0
split_feature=13 48 1 3 2 3
split_gain=1.84535e-05 3.08075e-05 5.63648e-05 3.23365e-05 5.81923e-05 2.6306e-05
threshold=-0.23438999999999996 0.11280000000000003 0.111945 -0.12018999999999998 0.092365000000000017 -0.0087149999999999988
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=0.00024097459998361531 0.00017916658395519615 -0.00035635691332358793 0.00034433332382472837 -0.00020175187673573212 -0.00054750973207014491 0.00022323377351535933
leaf_weight=0.0010304126862432155 0.0012282428100062982 0.0010137787564987967 0.0014910421786617405 0.0012282662861328607 0.0011654818705207574 0.0010291778466815385
leaf_count=169 268 126 302 1403 714 139
internal_value=0 -3.96817e-05 1.25859e-05 -9.37636e-05 -0.000191699 -7.99921e-06
internal_weight=0 0.00715599 0.00614221 0.00465117 0.00342293 0.00225744
internal_count=3121 2952 2826 2524 2256 1542
is_linear=0
shrinkage=0.00196078


Tree=8222
num_leaves=7
num_cat=0
split_feature=131 13 2 3 1 4
split_gain=2.82118e-05 2.55992e-05 3.29832e-05 3.13891e-05 4.7068e-05 1.69186e-05
threshold=0.078765000000000016 -0.076384999999999995 0.10005000000000001 0.097915000000000016 1.0000000180025095e-35 0.0061450000000000003
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=-1.3777129383772527e-05 -0.00031000364844558048 -0.00026545750005628141 0.00046073191344109038 -0.00025290417760170052 5.4315223830344075e-05 0.00038940643346887892
leaf_weight=0.0011784391333037258 0.0010126744240985704 0.0010853713052490803 0.0010787685835721608 0.0017268201558830361 0.0011100459788421159 0.0012115708841359779
leaf_count=809 516 737 251 162 454 192
internal_value=0 3.89708e-05 0.000213001 -3.7546e-05 7.16075e-05 0.000229188
internal_weight=0 0.00739102 0.00225721 0.00513381 0.00340699 0.00232162
internal_count=3121 2605 1060 1545 1383 646
is_linear=0
shrinkage=0.00196078


Tree=8223
num_leaves=5
num_cat=0
split_feature=52 16 16 0
split_gain=1.16129e-05 2.57079e-05 1.73449e-05 2.41053e-05
threshold=-0.046924999999999988 0.071345000000000006 -0.056919999999999991 -0.11756999999999999
decision_type=2 2 2 2
left_child=1 -1 3 -2
right_child=2 -3 -4 -5
leaf_value=0.014313843565064889 -0.0080378839517339876 -0.0060602589052294112 -0.01064962951746532 0.0092926455319079799
leaf_weight=0.0014327887070072066 0.0014475994344932193 0.0010908036925733572 0.0018078053454309339 0.0018012151345605024
leaf_count=489 257 464 655 1256
internal_value=0 0.00550729 -0.00279832 0.00157055
internal_weight=0 0.00252359 0.00505662 0.00324881
internal_count=3121 953 2168 1513
is_linear=0
shrinkage=0.1


Tree=8224
num_leaves=7
num_cat=0
split_feature=2 2 13 0 0 3
split_gain=1.16536e-05 2.93555e-05 2.27333e-05 2.13098e-05 5.17116e-05 1.10836e-05
threshold=0.099185000000000009 0.090935000000000016 -0.08971999999999998 -0.060129999999999996 -0.10607499999999999 0.10893000000000001
decision_type=2 2 2 2 2 2
left_child=1 3 -2 4 -1 -4
right_child=2 -3 5 -5 -6 -7
leaf_value=0.010848907349951732 0.016250331227088157 -0.018091023154685058 0.0054148511917568969 0.01305829145056493 -0.019294513979506701 -0.0090342813415710561
leaf_weight=0.0011379154950622223 0.0010932382349406519 0.0010367628796836524 0.0011105946735165016 0.0010386134449799286 0.0011385605431366457 0.0010170448858441011
leaf_count=194 200 423 622 192 1393 97
internal_value=0 -0.00340462 0.00453011 0.00118841 -0.00422707 -0.00149206
internal_weight=0 0.00435185 0.00322088 0.00331509 0.00227648 0.00212764
internal_count=3121 2202 919 1779 1587 719
is_linear=0
shrinkage=0.1


Tree=8225
num_leaves=7
num_cat=0
split_feature=42 51 2 16 4 48
split_gain=1.05052e-05 2.30466e-05 1.75769e-05 2.56587e-05 2.20333e-05 1.45317e-05
threshold=0.091735000000000025 -0.076794999999999988 1.0000000180025095e-35 -0.074319999999999983 -0.37944499999999992 0.085325000000000012
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -4
right_child=-2 2 3 4 -6 -7
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internal_weight=0 0.0064364 0.00530358 0.00410275 0.00203054 0.00207221
internal_count=3121 2454 2018 1575 672 903
is_linear=0
shrinkage=0.1


Tree=8226
num_leaves=6
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split_feature=131 0 47 15 48
split_gain=1.91107e-05 2.85883e-05 3.67516e-05 4.7278e-05 6.23156e-05
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decision_type=2 2 2 2 2
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leaf_count=862 525 290 213 941 290
internal_value=0 3.42482e-05 -3.35984e-05 5.96352e-05 0.000188915
internal_weight=0 0.00722508 0.00554672 0.00413555 0.00299622
internal_count=3121 2596 2306 2093 1152
is_linear=0
shrinkage=0.00196078


Tree=8227
num_leaves=6
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split_feature=1 4 15 47 52
split_gain=1.10958e-05 2.71865e-05 2.31319e-05 3.76615e-05 2.52614e-05
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decision_type=2 2 2 2 2
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leaf_value=0.0041757151640339869 0.0053314935824210303 -0.018067394663022578 -0.011142695102123417 -0.0051110442889816757 0.025916995190710519
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leaf_count=78 419 1558 433 295 338
internal_value=0 -0.00597597 0.00244156 0.00562703 0.0137265
internal_weight=0 0.00221482 0.00534568 0.00433025 0.00246839
internal_count=3121 1636 1485 1052 757
is_linear=0
shrinkage=0.1


Tree=8228
num_leaves=6
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split_feature=4 52 2 52 3
split_gain=1.54298e-05 2.07671e-05 5.28599e-05 4.78602e-05 5.36656e-05
threshold=0.27834500000000006 0.10744000000000002 0.10097500000000002 -0.088204999999999992 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
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leaf_value=-0.00032350062385104857 0.00019609336320767679 0.00021115384454592256 -0.00040935520895489264 -6.7370637681977386e-05 0.00045906083876044772
leaf_weight=0.0010993718115692719 0.0013145732121589591 0.0010909590378987873 0.0014329514125186625 0.0017741954354866516 0.0012828336266974528
leaf_count=422 340 489 487 1284 99
internal_value=0 -3.63012e-05 -8.46008e-05 2.73608e-05 0.000153538
internal_weight=0 0.00668031 0.00558935 0.0041564 0.00305703
internal_count=3121 2781 2292 1805 1383
is_linear=0
shrinkage=0.00196078


Tree=8229
num_leaves=6
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split_feature=0 1 47 0 4
split_gain=2.31625e-05 5.38195e-05 6.5388e-05 4.93264e-05 3.12966e-05
threshold=-0.062294999999999996 0.08844500000000001 0.092530000000000015 -0.14116499999999996 -0.35136499999999998
decision_type=2 2 2 2 2
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leaf_value=-0.00040460439500193386 -9.0256182345212305e-05 -1.7938665762445753e-05 -0.00034210074599902446 0.0005107640052411527 0.00031838393672789283
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leaf_count=1659 227 203 191 473 368
internal_value=0 -8.09862e-05 3.59065e-05 0.000201408 0.000135437
internal_weight=0 0.0054699 0.00401842 0.00279479 0.00291416
internal_count=3121 2526 867 676 595
is_linear=0
shrinkage=0.00196078


Tree=8230
num_leaves=7
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split_feature=13 12 151 160 12 15
split_gain=2.44737e-05 2.64196e-05 3.43876e-05 8.04143e-05 5.39252e-05 5.561e-05
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decision_type=2 2 2 2 2 2
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leaf_value=0.00027349513070020138 0.00023861670685746466 -0.00036499995197436953 -0.00047475395493388968 0.00060632105761663309 -0.00023425995719142999 3.0165484508753942e-05
leaf_weight=0.0010561447561091043 0.0010746549842188665 0.0014005428711048838 0.0011339045373973174 0.0011200349479283784 0.0011474072196991135 0.0015156195743005426
leaf_count=169 345 409 672 210 631 685
internal_value=0 -4.55975e-05 -9.39445e-05 -1.67374e-05 0.000120545 0.000275006
internal_weight=0 0.00739216 0.00631751 0.00491697 0.00378306 0.00263565
internal_count=3121 2952 2607 2198 1526 895
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shrinkage=0.00196078


Tree=8231
num_leaves=6
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split_feature=1 42 3 3 1
split_gain=1.05238e-05 3.0017e-05 2.74939e-05 1.93883e-05 1.17253e-05
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decision_type=2 2 2 2 2
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right_child=-2 -3 3 4 -6
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leaf_weight=0.0012152974302516439 0.0011927622089028733 0.0012176382048904293 0.0019173860117357834 0.0010121645330857434 0.0010317064795079822
leaf_count=304 294 803 1485 99 136
internal_value=0 -0.00163748 0.00168552 -0.00235115 0.00442498
internal_weight=0 0.00639419 0.00517655 0.00396126 0.00204387
internal_count=3121 2827 2024 1720 235
is_linear=0
shrinkage=0.1


Tree=8232
num_leaves=7
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split_feature=13 12 0 151 43 2
split_gain=1.44353e-05 2.66295e-05 3.95478e-05 7.47604e-05 2.82755e-05 4.16315e-05
threshold=-0.23438999999999996 -0.010834999999999999 -0.053834999999999994 -0.0083949999999999979 -0.0030899999999999994 0.10467500000000002
decision_type=2 2 2 2 2 2
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leaf_value=0.00021621888472562204 0.0002577185562000972 -0.00042434513523320275 -0.00037443019862922611 0.00038008088899309635 -0.00026373610299585114 0.00027871220231180628
leaf_weight=0.0010110120946599174 0.0010254878411909288 0.0011746337948274135 0.0013878845004066803 0.0012759599388554648 0.001068329578388424 0.0011082343528038636
leaf_count=169 345 372 389 1218 497 131
internal_value=0 -3.43354e-05 -8.41269e-05 2.94764e-06 0.000148323 1.24606e-05
internal_weight=0 0.00704053 0.00601504 0.00462716 0.00345252 0.00217656
internal_count=3121 2952 2607 2218 1846 628
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shrinkage=0.00196078


Tree=8233
num_leaves=6
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split_feature=13 12 0 48 2
split_gain=1.69782e-05 2.7153e-05 3.79606e-05 7.47567e-05 2.96962e-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=0.00023476290358902664 0.00025850938704017142 0.00034687189706991901 -0.00036855207552332047 -0.00033945623181433387 -4.7124046380272098e-05
leaf_weight=0.001024741925487101 0.0010330636634708259 0.0017586600581431942 0.0013996268511726161 0.0016243814093618737 0.0012641897299555736
leaf_count=169 345 964 389 331 923
internal_value=0 -3.52729e-05 -8.54635e-05 -2.04504e-07 0.000182098
internal_weight=0 0.00707992 0.00604686 0.00464723 0.00302285
internal_count=3121 2952 2607 2218 1887
is_linear=0
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Tree=8234
num_leaves=6
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split_feature=52 12 13 16 3
split_gain=1.10097e-05 2.20583e-05 3.32768e-05 3.78754e-05 2.84663e-05
threshold=0.11434500000000002 0.097825000000000009 -0.094514999999999988 -0.073849999999999985 -0.015584999999999998
decision_type=2 2 2 2 2
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leaf_weight=0.0012863028333934181 0.001028189399894415 0.0013293210702881204 0.001541967638115507 0.0011065430137938627 0.0013031657073091015
leaf_count=271 501 409 871 820 249
internal_value=0 0.00147774 -0.00144188 -0.00598935 0.00184212
internal_weight=0 0.0065673 0.00523798 0.00395168 0.00240971
internal_count=3121 2620 2211 1940 1069
is_linear=0
shrinkage=0.1


Tree=8235
num_leaves=7
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split_feature=1 0 15 151 2 2
split_gain=1.158e-05 2.10514e-05 1.99025e-05 3.38451e-05 5.00273e-05 1.86195e-06
threshold=0.077565000000000009 0.062580000000000011 1.0000000180025095e-35 -0.044604999999999992 1.0000000180025095e-35 0.11237500000000002
decision_type=2 2 2 2 2 2
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leaf_weight=0.0010751570398703351 0.0010156380942913461 0.0011449240341037423 0.0010173193268853929 0.0013269237574560027 0.0010001049804960532 0.001002817371090271
leaf_count=1565 262 71 433 326 224 240
internal_value=0 -0.0060997 0.0024883 0.00543589 0.0103099 0.0202865
internal_weight=0 0.00222008 0.0053628 0.00434548 0.00332985 0.00200292
internal_count=3121 1636 1485 1052 790 464
is_linear=0
shrinkage=0.1


Tree=8236
num_leaves=6
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split_feature=4 2 48 13 16
split_gain=1.67408e-05 2.18901e-05 4.2618e-05 6.6823e-05 6.27184e-05
threshold=0.24564500000000003 0.10981000000000002 0.083985000000000018 0.0076650000000000008 -0.056919999999999991
decision_type=2 2 2 2 2
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right_child=-2 -3 -4 -5 -6
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leaf_count=863 426 377 398 297 760
internal_value=0 -4.88994e-05 -0.000112181 -0.000215991 -4.97369e-05
internal_weight=0 0.00632216 0.0048601 0.00368289 0.00263774
internal_count=3121 2695 2318 1920 1623
is_linear=0
shrinkage=0.00196078


Tree=8237
num_leaves=6
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split_feature=3 15 13 16 1
split_gain=1.12321e-05 3.48354e-05 3.69737e-05 2.58117e-05 3.20235e-05
threshold=-0.14477499999999996 -0.10653 -0.095304999999999987 -0.079109999999999986 0.095285000000000022
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
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leaf_count=277 460 201 798 1086 299
internal_value=0 0.00150616 -0.00220802 -0.00699438 -0.0008208
internal_weight=0 0.00654997 0.00520093 0.00393338 0.00248823
internal_count=3121 2844 2384 2183 1385
is_linear=0
shrinkage=0.1


Tree=8238
num_leaves=6
num_cat=0
split_feature=52 15 1 3 15
split_gain=1.00828e-05 2.39742e-05 5.18659e-05 4.8738e-05 2.96071e-05
threshold=0.11434500000000002 -0.016799999999999995 0.11181500000000001 -0.08824499999999999 1.0000000180025095e-35
decision_type=2 2 2 2 2
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internal_value=0 0.00142388 -0.00455699 0.00754848 0.016822
internal_weight=0 0.00654489 0.0033113 0.00323359 0.00205886
internal_count=3121 2620 1215 1405 925
is_linear=0
shrinkage=0.1


Tree=8239
num_leaves=7
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split_feature=4 0 43 1 3 2
split_gain=3.18435e-05 6.73958e-05 2.64861e-05 4.257e-05 7.46404e-05 2.07144e-06
threshold=-0.46376499999999993 -0.019414999999999998 -0.079329999999999984 0.10089500000000001 0.12178000000000001 0.08919500000000001
decision_type=2 2 2 2 2 2
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internal_value=0 3.54303e-05 -4.28944e-05 3.44451e-05 0.000198983 -0.000180249
internal_weight=0 0.00749506 0.00636549 0.00463315 0.00262296 0.00201019
internal_count=3121 2938 2742 1800 425 1375
is_linear=0
shrinkage=0.00196078


Tree=8240
num_leaves=6
num_cat=0
split_feature=457 1 0 2 3
split_gain=1.4181e-05 3.69647e-05 3.30112e-05 2.69623e-05 4.52912e-05
threshold=0.045365000000000009 0.11588000000000001 -0.10224499999999999 0.10097500000000002 -0.078934999999999991
decision_type=2 2 2 2 2
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leaf_count=378 289 382 1218 416 438
internal_value=0 -3.74196e-05 -0.000120254 2.44623e-06 0.000127414
internal_weight=0 0.00690377 0.00517789 0.00320768 0.00216261
internal_count=3121 2832 2450 2072 1656
is_linear=0
shrinkage=0.00196078


Tree=8241
num_leaves=7
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split_feature=1 52 4 52 47 4
split_gain=1.75531e-05 3.99693e-05 5.0993e-05 2.71521e-05 4.67859e-05 2.1101e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00355063 0.00251144 0.00459378 0.00333488 0.00205874
internal_count=3121 2000 1540 1121 751 580
is_linear=0
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Tree=8242
num_leaves=6
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split_feature=1 52 4 13 3
split_gain=1.31849e-05 3.97873e-05 5.4131e-05 2.55944e-05 3.21691e-05
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decision_type=2 2 2 2 2
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internal_value=0 -9.36743e-05 -0.000228646 6.65932e-05 -4.74409e-05
internal_weight=0 0.0035004 0.00247052 0.00452448 0.0028315
internal_count=3121 2000 1540 1121 442
is_linear=0
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Tree=8243
num_leaves=6
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split_feature=4 15 16 15 16
split_gain=1.87153e-05 3.41119e-05 5.89876e-05 4.48965e-05 2.69424e-05
threshold=-0.35136499999999998 -0.016799999999999995 -0.089669999999999986 1.0000000180025095e-35 -0.44310499999999992
decision_type=2 2 2 2 2
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leaf_value=-0.00020945328281756447 -6.3372135358737554e-05 0.00051444613179515433 -0.00033285376094897981 2.2543270451771569e-06 0.00037566811887538199
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internal_value=0 3.58032e-05 -7.89691e-05 0.000203978 0.000142219
internal_weight=0 0.00679464 0.00403852 0.00275612 0.00215824
internal_count=3121 2885 1432 1453 584
is_linear=0
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Tree=8244
num_leaves=6
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split_feature=1 0 52 47 3
split_gain=1.20193e-05 2.4286e-05 2.34397e-05 4.81104e-05 1.68549e-05
threshold=0.090405000000000013 -0.084269999999999984 -0.07167999999999998 0.092710000000000015 -0.082094999999999987
decision_type=2 2 2 2 2
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internal_value=0 -0.00455931 0.00345567 0.00798907 0.00168142
internal_weight=0 0.00331493 0.00429537 0.00312024 0.00216435
internal_count=3121 2000 1121 751 1011
is_linear=0
shrinkage=0.1


Tree=8245
num_leaves=6
num_cat=0
split_feature=13 16 52 12 0
split_gain=1.04696e-05 3.83363e-05 3.72352e-05 4.76168e-05 7.21774e-05
threshold=0.11217000000000001 0.071345000000000006 -0.049749999999999996 0.088365000000000013 -0.10474999999999998
decision_type=2 2 2 2 2
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leaf_weight=0.0013704140185003995 0.0012879790979511184 0.0014365820741896202 0.0014971693369284838 0.001000957404079622 0.001005353643130038
leaf_count=451 217 517 283 860 793
internal_value=0 -0.00170867 0.0025229 -0.00294367 0.00442941
internal_weight=0 0.00631048 0.00487389 0.00350348 0.00250252
internal_count=3121 2904 2387 1936 1076
is_linear=0
shrinkage=0.1


Tree=8246
num_leaves=6
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split_feature=52 12 13 12 49
split_gain=1.90628e-05 2.96966e-05 3.72193e-05 3.93103e-05 3.20611e-05
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decision_type=2 2 2 2 2
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right_child=-2 -3 3 -5 -6
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leaf_weight=0.0013763122805135405 0.0010992410877659212 0.0014284556594821134 0.0012133647480864567 0.001002080919911756 0.0019834734048842372
leaf_count=271 501 409 225 1365 350
internal_value=0 3.59664e-05 -2.86617e-05 -0.000120384 -1.41638e-05
internal_weight=0 0.00700369 0.00557523 0.00419892 0.00319684
internal_count=3121 2620 2211 1940 575
is_linear=0
shrinkage=0.00196078


Tree=8247
num_leaves=6
num_cat=0
split_feature=1 42 48 16 2
split_gain=2.13165e-05 4.20521e-05 4.00693e-05 4.03455e-05 3.6378e-05
threshold=0.077565000000000009 0.08623500000000002 0.086260000000000017 -0.078844999999999985 0.096540000000000015
decision_type=2 2 2 2 2
left_child=4 2 3 -2 -1
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leaf_value=-0.00043117515101564086 0.00040800481031477703 0.00034440396699767504 -0.00028779474951633432 -7.4231166991461066e-05 4.9842756060866822e-05
leaf_weight=0.0010824799352578121 0.0010391867632617629 0.0014554373994778323 0.001602839510250741 0.0018624538558529458 0.0013688644276196099
leaf_count=1190 286 538 227 434 446
internal_value=0 5.46502e-05 -3.89718e-05 9.84757e-05 -0.000162568
internal_weight=0 0.00595992 0.00450448 0.00290164 0.00245134
internal_count=3121 1485 947 720 1636
is_linear=0
shrinkage=0.00196078


Tree=8248
num_leaves=6
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split_feature=1 13 3 0 4
split_gain=1.11008e-05 2.3236e-05 3.43153e-05 2.13002e-05 1.37988e-05
threshold=0.090405000000000013 -0.00096999999999999983 0.10893000000000001 -0.084269999999999984 -0.35136499999999998
decision_type=2 2 2 2 2
left_child=3 -2 -3 -1 -5
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leaf_value=-0.015377150424246068 0.012860616278491914 0.007088342625229449 -0.015854417373370715 -0.0063933637970736397 0.0095938809744747621
leaf_weight=0.001150695291537772 0.0016005495232139107 0.0015839715794748964 0.0011079105151771441 0.0010980980125386073 0.0010620025063151238
leaf_count=989 679 340 102 107 904
internal_value=0 0.00331898 -0.00235432 -0.00438753 0.00146668
internal_weight=0 0.00429243 0.00269188 0.0033108 0.0021601
internal_count=3121 1121 442 2000 1011
is_linear=0
shrinkage=0.1


Tree=8249
num_leaves=7
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split_feature=131 13 160 16 52 2
split_gain=2.58673e-05 3.201e-05 3.11612e-05 4.92846e-05 4.77685e-05 5.47775e-05
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decision_type=2 2 2 2 2 2
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right_child=-2 2 3 4 -6 -7
leaf_value=0.00034997056588612481 -0.00029567113418478168 0.00029280734226678817 0.00027831037492298397 -6.5422590342079459e-05 0.00018246697381861795 -0.00059743165596016026
leaf_weight=0.0010834682358396869 0.0010114654125885254 0.0010518899876504574 0.0011645215829215409 0.0016537604281326964 0.0010415023455073707 0.001352727355248342
leaf_count=148 516 509 227 613 564 544
internal_value=0 3.87821e-05 -1.50399e-05 -7.71638e-05 -0.000179426 -0.000304793
internal_weight=0 0.00734787 0.0062644 0.00521251 0.00404799 0.00300649
internal_count=3121 2605 2457 1948 1721 1157
is_linear=0
shrinkage=0.00196078


Tree=8250
num_leaves=6
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split_feature=16 1 4 2 2
split_gain=1.06745e-05 2.15042e-05 2.89535e-05 3.07596e-05 6.03265e-06
threshold=-0.5048999999999999 0.11323000000000001 -0.0016099999999999997 0.086950000000000013 0.10045500000000002
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
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leaf_value=0.0089097079139068159 0.013378178201076209 0.0079342414223951326 -0.016247137646832329 -0.012510507235402894 -0.0015858277738356012
leaf_weight=0.0011353014623649684 0.0011585185782958876 0.0017315960384266266 0.0015597441913384287 0.0010127791745797384 0.0010090855818309092
leaf_count=222 937 391 566 685 320
internal_value=0 -0.00160301 -0.00508702 0.000386196 -0.00705815
internal_weight=0 0.00647172 0.00474013 0.00318038 0.00202186
internal_count=3121 2899 2508 1942 1005
is_linear=0
shrinkage=0.1


Tree=8251
num_leaves=6
num_cat=0
split_feature=457 1 1 3 0
split_gain=1.14862e-05 2.88651e-05 2.69096e-05 2.33855e-05 1.37148e-05
threshold=0.045365000000000009 0.11588000000000001 0.096125000000000016 -0.088084999999999983 -0.084144999999999984
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.010430880277123147 0.0091872759030941966 0.0099019667343101594 -0.01649603980259786 0.0012214514360430844 -0.015063545384786936
leaf_weight=0.0012349069682506945 0.001147543407871883 0.0016154334958358987 0.0015312053402853033 0.0010294554860639197 0.0010391782718147619
leaf_count=530 289 382 390 770 760
internal_value=0 -0.00167096 -0.00553782 -0.000458633 -0.00695932
internal_weight=0 0.00645018 0.00483475 0.00330354 0.00206863
internal_count=3121 2832 2450 2060 1530
is_linear=0
shrinkage=0.1


Tree=8252
num_leaves=6
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split_feature=4 52 2 52 3
split_gain=1.13368e-05 1.75852e-05 3.22515e-05 3.77702e-05 4.88956e-05
threshold=0.24564500000000003 0.10347000000000002 0.10327000000000001 -0.088204999999999992 -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=-0.015780444561480211 0.0069027352466477154 0.0091443010374828663 -0.019561847251342523 -0.0059368331503343768 0.022388700923706092
leaf_weight=0.0010793066747413925 0.0018000577655390938 0.0011079897601406295 0.0011320934171638449 0.0013718215190543245 0.0010965403739542224
leaf_count=432 426 498 411 1263 91
internal_value=0 -0.00218395 -0.00486605 -0.000176482 0.00664645
internal_weight=0 0.00578775 0.00467976 0.00354767 0.00246836
internal_count=3121 2695 2197 1786 1354
is_linear=0
shrinkage=0.1


Tree=8253
num_leaves=7
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split_feature=2 43 3 12 52 1
split_gain=1.97637e-05 2.47414e-05 3.15691e-05 3.03113e-05 2.11642e-05 1.54698e-05
threshold=0.099185000000000009 -0.074359999999999996 0.048265000000000009 0.090455000000000021 -0.013374999999999998 0.10587000000000001
decision_type=2 2 2 2 2 2
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leaf_weight=0.0010013095347712669 0.0010135410118099993 0.0014070230279899967 0.0012192103062386662 0.0010971443409586112 0.0011949068101506659 0.0012795549245664453
leaf_count=655 417 1097 169 281 291 211
internal_value=0 -8.70429e-05 -0.000213878 7.16921e-05 0.000107552 9.80084e-06
internal_weight=0 0.00472469 0.00262623 0.00209845 0.003488 0.00247446
internal_count=3121 2202 1266 936 919 502
is_linear=0
shrinkage=0.00196078


Tree=8254
num_leaves=6
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split_feature=457 1 15 1 4
split_gain=1.33858e-05 3.01901e-05 3.42809e-05 6.99551e-05 2.6803e-05
threshold=0.045365000000000009 0.12873500000000002 -0.14601999999999996 0.090475000000000014 -0.083854999999999985
decision_type=2 2 2 2 2
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right_child=-2 -3 3 -5 -6
leaf_value=0.00023342800369246424 0.00018460738999617347 0.00027063228953475699 0.00016765478769376391 -0.00046590955727566482 -0.00021283783967672792
leaf_weight=0.0010237323847819852 0.0012259570155498832 0.0010365294476237172 0.0018548771569874742 0.0018129438695736622 0.0011550127411178546
leaf_count=240 289 238 461 590 1303
internal_value=0 -3.77785e-05 -9.24562e-05 -0.000161631 2.16449e-05
internal_weight=0 0.0068831 0.00584657 0.00482283 0.00300989
internal_count=3121 2832 2594 2354 1764
is_linear=0
shrinkage=0.00196078


Tree=8255
num_leaves=6
num_cat=0
split_feature=52 160 16 4 2
split_gain=1.07956e-05 2.86677e-05 2.97595e-05 5.42209e-05 4.30996e-05
threshold=-0.081429999999999989 -1.0000000180025095e-35 -0.097644999999999996 -0.083854999999999985 0.10731
decision_type=2 2 2 2 2
left_child=-1 -2 4 -4 -3
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leaf_value=0.0066450464658162588 -0.015881605041491567 0.023514877590506005 0.0084876766466563565 -0.021537948678924092 -0.0048521038696412062
leaf_weight=0.0018359243998458466 0.0012043637454005399 0.0011262685847825875 0.001232155706442774 0.0011749137967415817 0.0010212948975983427
leaf_count=771 825 269 307 766 183
internal_value=0 -0.00216109 0.00146698 -0.00616812 0.0100247
internal_weight=0 0.005759 0.00455463 0.00240707 0.00214756
internal_count=3121 2350 1525 1073 452
is_linear=0
shrinkage=0.1


Tree=8256
num_leaves=7
num_cat=0
split_feature=131 16 150 4 3 2
split_gain=2.08792e-05 2.67485e-05 5.65448e-05 4.38703e-05 3.23216e-05 5.18266e-05
threshold=0.077555000000000027 0.0065250000000000004 0.081835000000000019 -0.10429499999999998 -0.078934999999999991 0.091545000000000015
decision_type=2 2 2 2 2 2
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right_child=-2 3 -4 -5 5 -7
leaf_value=-0.00043990785582455273 -0.00026854726311919982 -5.0772265513927868e-05 0.00034217148856590854 0.00045548814721916062 0.00027141049789527425 -0.00030645047673704708
leaf_weight=0.0011775283017474826 0.0010011302942220697 0.0013771773834903244 0.0010579862354462757 0.0012603419270327903 0.0010951242530839575 0.0013111148704865376
leaf_count=990 522 258 306 382 273 390
internal_value=0 3.3464e-05 -5.61328e-05 0.000191145 -0.000173719 -4.34552e-05
internal_weight=0 0.00727927 0.00464175 0.00263752 0.00358377 0.00240624
internal_count=3121 2599 1959 640 1653 663
is_linear=0
shrinkage=0.00196078


Tree=8257
num_leaves=6
num_cat=0
split_feature=4 151 16 133 1
split_gain=1.09652e-05 2.62767e-05 3.05746e-05 2.67286e-05 5.38409e-05
threshold=0.40473500000000007 -0.024429999999999997 -0.092484999999999984 1.0000000180025095e-35 0.085110000000000005
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
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leaf_value=0.012746662841448911 0.0090275881806305171 -0.0158098296443532 0.024041497157912907 -0.013434150702647446 -0.0050274279323826339
leaf_weight=0.001062666173816413 0.0011362022311634645 0.001647678922461203 0.0010068156623321072 0.0010027662940987831 0.0017354683273426692
leaf_count=473 304 482 622 704 536
internal_value=0 -0.00162577 -0.00445793 0.000536468 0.00564508
internal_weight=0 0.0064554 0.00539273 0.00374505 0.00274228
internal_count=3121 2817 2344 1862 1158
is_linear=0
shrinkage=0.1


Tree=8258
num_leaves=7
num_cat=0
split_feature=48 4 42 4 2 2
split_gain=3.7058e-05 6.80519e-05 4.52341e-05 3.41177e-05 3.35054e-05 6.73055e-05
threshold=0.11926500000000002 0.36766000000000004 0.088465000000000002 0.055260000000000011 0.098260000000000014 0.084245000000000014
decision_type=2 2 2 2 2 2
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leaf_weight=0.0012908909662910069 0.0010042657424927147 0.0010172827804009656 0.0013537493253028346 0.0011718032404175772 0.0012888758759173301 0.0016393119759175862
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internal_value=0 4.38955e-05 -2.74074e-05 5.30605e-05 0.000135267 1.93804e-05
internal_weight=0 0.00776191 0.00674463 0.00539088 0.00421908 0.0029302
internal_count=3121 3004 2703 1914 1689 1348
is_linear=0
shrinkage=0.00196078


Tree=8259
num_leaves=7
num_cat=0
split_feature=1 43 13 43 3 2
split_gain=1.7653e-05 5.59594e-05 6.85256e-05 4.45457e-05 5.1766e-05 3.60661e-05
threshold=0.10089500000000001 -0.080084999999999976 -0.059629999999999996 -0.084004999999999982 0.090900000000000009 0.089885000000000007
decision_type=2 2 2 2 2 2
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leaf_weight=0.0015228021453009962 0.0010091048283005083 0.001045395213124356 0.0018154419620219639 0.0010185674822265215 0.001127289313527003 0.0010859365610252627
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internal_weight=0 0.00386994 0.00286084 0.0047546 0.00323179 0.0021045
internal_count=3121 780 565 2341 1736 1621
is_linear=0
shrinkage=0.00196078


Tree=8260
num_leaves=6
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split_feature=47 4 52 16 2
split_gain=2.62415e-05 4.75702e-05 3.73047e-05 3.8403e-05 3.44835e-05
threshold=0.11669500000000001 0.24564500000000003 -0.088204999999999992 -0.0064149999999999997 0.084055000000000005
decision_type=2 2 2 2 2
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leaf_value=-0.00033644260546907727 -0.00029807073935921952 0.00032937563157570257 0.00017497917745068898 0.00027599784754998998 -0.0002774159303765257
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leaf_count=608 133 396 510 375 1099
internal_value=0 3.99106e-05 -4.56777e-05 4.08976e-05 -0.000102148
internal_weight=0 0.00738217 0.00569754 0.00439032 0.00272954
internal_count=3121 2988 2592 1984 1609
is_linear=0
shrinkage=0.00196078


Tree=8261
num_leaves=6
num_cat=0
split_feature=3 15 13 0 16
split_gain=1.13238e-05 3.2397e-05 3.60131e-05 2.37919e-05 7.46399e-05
threshold=-0.14477499999999996 -0.10653 -0.095304999999999987 -0.053834999999999994 -0.079109999999999986
decision_type=2 2 2 2 2
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leaf_weight=0.0010390962224462877 0.0013555478002292868 0.0012738762859191019 0.0012087368475938432 0.0011245327337940985 0.0016281832936912652
leaf_count=277 460 201 767 262 1154
internal_value=0 0.00150076 -0.00206676 -0.00676997 -0.00189076
internal_weight=0 0.00659088 0.00523533 0.00396145 0.00283692
internal_count=3121 2844 2384 2183 1921
is_linear=0
shrinkage=0.1


Tree=8262
num_leaves=7
num_cat=0
split_feature=1 43 13 43 3 2
split_gain=2.65608e-05 5.33247e-05 4.91004e-05 4.24405e-05 4.14194e-05 1.57184e-05
threshold=0.10089500000000001 -0.080554999999999974 -0.059629999999999996 -0.084004999999999982 0.090900000000000009 0.090425000000000019
decision_type=2 2 2 2 2 2
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leaf_weight=0.0015036051366851414 0.0010104661099961162 0.001000861981908193 0.0017940954458499526 0.0010263344391200522 0.0011033004813351469 0.0010200205307219455
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internal_weight=0 0.00380542 0.00279496 0.00465326 0.00314966 0.00204635
internal_count=3121 780 574 2341 1736 1621
is_linear=0
shrinkage=0.00196078


Tree=8263
num_leaves=7
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split_feature=131 13 47 16 160 0
split_gain=2.43395e-05 4.37552e-05 4.39408e-05 6.30558e-05 5.66275e-05 7.73678e-05
threshold=0.078765000000000016 -0.23438999999999996 0.10621500000000002 -0.27167499999999994 -0.064219999999999985 -0.082974999999999979
decision_type=2 2 2 2 2 2
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leaf_value=0.0004181146455595717 -0.00028280701726855013 0.00043169723543614008 -0.00037824676983770123 0.00032225636968158942 6.8593823808602198e-05 -0.0005482350947440416
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internal_weight=0 0.00766314 0.00666161 0.00555499 0.0042765 0.003191
internal_count=3121 2605 2467 2343 2073 1554
is_linear=0
shrinkage=0.00196078


Tree=8264
num_leaves=5
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split_feature=49 3 3 1
split_gain=1.12981e-05 1.95113e-05 3.59815e-05 0.000108284
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decision_type=2 2 2 2
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leaf_weight=0.0017973087620426756 0.0019567056745905176 0.0011196961319032603 0.0017538654141851674 0.0010193381097251581
leaf_count=425 1565 607 202 322
internal_value=0 -0.00216086 0.00193369 0.0106392
internal_weight=0 0.00584961 0.0038929 0.00213903
internal_count=3121 2696 1131 929
is_linear=0
shrinkage=0.1


Tree=8265
num_leaves=7
num_cat=0
split_feature=4 0 1 16 1 12
split_gain=3.29958e-05 3.09398e-05 3.16494e-05 3.42449e-05 2.14729e-05 1.89081e-05
threshold=0.24564500000000003 -0.062294999999999996 0.094385000000000011 -0.083539999999999989 0.11212500000000002 0.09202500000000001
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -2 -3
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internal_weight=0 0.00648492 0.00371342 0.00219542 0.00203337 0.0027715
internal_count=3121 2695 2221 1869 426 474
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shrinkage=0.00196078


Tree=8266
num_leaves=7
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split_feature=131 16 16 4 0 48
split_gain=2.05744e-05 2.23032e-05 6.48416e-05 4.48289e-05 3.59224e-05 1.35672e-05
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decision_type=2 2 2 2 2 2
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leaf_count=199 516 259 589 382 1080 96
internal_value=0 2.76899e-05 -5.34074e-05 0.00017116 6.65798e-05 -9.69395e-05
internal_weight=0 0.00736985 0.00470841 0.00266144 0.00370183 0.00215638
internal_count=3121 2605 1964 641 1375 295
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Tree=8267
num_leaves=6
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split_feature=42 51 51 2 52
split_gain=1.14669e-05 2.21685e-05 2.08783e-05 3.31454e-05 4.63152e-05
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decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
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leaf_weight=0.0011515879880144228 0.0011335179658865553 0.0016041986168783924 0.001000163375523719 0.0017266889603072349 0.0010430579321537331
leaf_count=436 667 993 302 440 283
internal_value=0 0.00157452 0.00427257 0.0072531 0.0138781
internal_weight=0 0.0065257 0.00537411 0.00437395 0.00276975
internal_count=3121 2454 2018 1716 723
is_linear=0
shrinkage=0.1


Tree=8268
num_leaves=7
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split_feature=47 4 160 4 3 16
split_gain=1.72467e-05 6.02108e-05 3.4212e-05 3.8401e-05 5.5114e-05 7.28587e-05
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decision_type=2 2 2 2 2 2
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leaf_weight=0.0010534753439469125 0.0010109665549967693 0.0016572420004871318 0.0010768927351442418 0.0010479934757897046 0.0010292488992744049 0.0013976391075845146
leaf_count=699 139 396 654 228 110 895
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internal_weight=0 0.00726249 0.00560525 0.00455177 0.00350378 0.00247453
internal_count=3121 2982 2586 1887 1659 1549
is_linear=0
shrinkage=0.00196078


Tree=8269
num_leaves=5
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split_feature=0 47 49 2
split_gain=9.80691e-06 2.68769e-05 3.25765e-05 2.04431e-05
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decision_type=2 2 2 2
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right_child=-2 -3 3 -5
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leaf_weight=0.0011781229209373791 0.0019019303997995099 0.0018954321295867956 0.0011256768240543009 0.0015564990189749291
leaf_count=303 365 414 1166 873
internal_value=0 -0.00209209 0.00269622 0.00878449
internal_weight=0 0.00575573 0.0038603 0.00268218
internal_count=3121 2756 2342 2039
is_linear=0
shrinkage=0.1


Tree=8270
num_leaves=6
num_cat=0
split_feature=49 52 2 42 1
split_gain=1.05771e-05 2.03925e-05 5.2308e-05 5.5849e-05 1.65806e-05
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decision_type=2 2 2 2 2
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leaf_value=0.0066779530144954113 0.021469504404904638 0.01039193976539806 -0.019131779103631022 -0.016304392617174143 0.003608585372008618
leaf_weight=0.0017975630473816102 0.0010018020621386894 0.0010693188376123732 0.001674473387566924 0.0010258467318314968 0.0010801360339750727
leaf_count=425 657 504 539 726 270
internal_value=0 -0.00209229 -0.00488378 0.00279303 0.012203
internal_weight=0 0.00585158 0.00478226 0.00310778 0.00208194
internal_count=3121 2696 2192 1653 927
is_linear=0
shrinkage=0.1


Tree=8271
num_leaves=7
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split_feature=1 3 133 16 12 47
split_gain=1.28987e-05 3.90078e-05 5.16027e-05 4.83875e-05 2.36913e-05 3.00251e-05
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decision_type=2 2 2 2 2 2
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leaf_value=0.013410968460748624 0.020863969648207682 -0.033906189851411958 0.0090074346382839343 -0.0037891077517318776 -0.0075729958433220102 -0.0018461966546574845
leaf_weight=0.0010065464915273254 0.0012408998792667143 0.0010149155658931365 0.0010481711318021131 0.0011245725281332701 0.0011025920579778416 0.0010966515476472849
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internal_weight=0 0.00419421 0.00318766 0.00213949 0.00344014 0.00233755
internal_count=3121 2341 2148 1319 780 529
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shrinkage=0.1


Tree=8272
num_leaves=7
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split_feature=50 15 4 13 4 43
split_gain=1.92045e-05 3.19834e-05 4.67404e-05 4.40041e-05 7.13281e-05 3.99145e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00754746 0.00653716 0.0049415 0.00337456 0.00230567
internal_count=3121 2561 2211 1945 1028 896
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Tree=8273
num_leaves=6
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split_feature=1 42 150 1 3
split_gain=1.3088e-05 2.50099e-05 2.66493e-05 3.19403e-05 2.08348e-05
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decision_type=2 2 2 2 2
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leaf_weight=0.0012032914816893425 0.0016782314810697536 0.0013010050544168556 0.0010171846678137071 0.0014060793359720919 0.0010254859813358889
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internal_weight=0 0.0054025 0.0041015 0.00308431 0.00222878
internal_count=3121 1485 947 744 1636
is_linear=0
shrinkage=0.1


Tree=8274
num_leaves=7
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split_feature=4 0 160 151 16 1
split_gain=4.42843e-05 5.52225e-05 3.31679e-05 5.24071e-05 9.37114e-05 8.05226e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00769469 0.00654272 0.00495902 0.00380861 0.00264709
internal_count=3121 2938 2742 1884 1578 1116
is_linear=0
shrinkage=0.00196078


Tree=8275
num_leaves=7
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split_feature=4 160 4 1 13 2
split_gain=3.14176e-05 4.63102e-05 4.1052e-05 6.89255e-05 8.57133e-05 5.4323e-05
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decision_type=2 2 2 2 2 2
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internal_value=0 4.13957e-05 0.000126517 4.69909e-05 0.000177924 -1.05294e-05
internal_weight=0 0.00766449 0.00584226 0.00473401 0.0036241 0.0026062
internal_count=3121 2938 2017 1655 731 527
is_linear=0
shrinkage=0.00196078


Tree=8276
num_leaves=7
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split_feature=1 3 3 3 3 4
split_gain=2.29888e-05 5.46957e-05 6.12756e-05 5.39376e-05 7.72014e-05 5.3825e-05
threshold=0.10089500000000001 -0.12018999999999998 0.090900000000000009 -0.077774999999999983 0.11296500000000002 -0.077679999999999985
decision_type=2 2 2 2 2 2
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leaf_weight=0.0011796388031094524 0.0010026043324922397 0.0010648905687110368 0.0011823622400167592 0.0013103058849511281 0.0016122961884429755 0.0013850591882091467
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internal_value=0 -0.000100921 -0.000220053 0.000101279 0.000235903 -0.000396974
internal_weight=0 0.00481195 0.00363231 0.00392521 0.0029226 0.00244995
internal_count=3121 2341 2148 780 553 2029
is_linear=0
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Tree=8277
num_leaves=7
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split_feature=4 0 13 15 15 1
split_gain=3.63171e-05 5.07996e-05 2.00825e-05 4.52042e-05 3.61656e-05 2.33907e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00752759 0.00641055 0.00276144 0.00364912 0.00209375
internal_count=3121 2938 2742 1995 747 283
is_linear=0
shrinkage=0.00196078


Tree=8278
num_leaves=7
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split_feature=1 0 12 47 4 16
split_gain=2.65544e-05 3.66934e-05 3.60254e-05 5.78881e-05 9.0125e-05 4.2486e-05
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decision_type=2 2 2 2 2 2
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leaf_value=-0.00044513206028953074 0.00040387356767053207 3.4403536424892233e-05 -0.00032804739107417422 -0.00042416223494625658 0.00057815452524365531 8.8442069872642168e-05
leaf_weight=0.0010929974897229654 0.0010034174953868864 0.0013983897539596342 0.0012838973847704733 0.0010048159167568415 0.0012001985848806738 0.0015748663287757838
leaf_count=1553 343 83 597 142 199 204
internal_value=0 -0.000175974 6.44539e-05 -2.80413e-06 0.000101505 0.00030024
internal_weight=0 0.00249139 0.0060672 0.00506378 0.00405896 0.00277506
internal_count=3121 1636 1485 1142 1000 403
is_linear=0
shrinkage=0.00196078


Tree=8279
num_leaves=6
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split_feature=1 42 48 2 52
split_gain=1.11569e-05 2.06535e-05 2.83279e-05 2.06256e-05 1.95452e-05
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decision_type=2 2 2 2 2
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leaf_weight=0.00111187105943229 0.001009392399621796 0.001313733516822551 0.0014626619092782556 0.0011398916287285309 0.0016688666737184898
leaf_count=1214 268 538 227 422 452
internal_value=0 0.00238653 -0.00107939 -0.00598015 0.00503291
internal_weight=0 0.00545465 0.00414092 0.00225176 0.00267826
internal_count=3121 1485 947 1636 720
is_linear=0
shrinkage=0.1


Tree=8280
num_leaves=7
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split_feature=131 12 12 52 0 1
split_gain=2.14942e-05 2.80663e-05 6.15201e-05 3.98583e-05 3.99863e-05 6.92621e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00731413 0.00620211 0.00498668 0.00378599 0.00266862
internal_count=3121 2605 2199 1458 1031 352
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Tree=8281
num_leaves=6
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split_feature=160 42 151 16 2
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decision_type=2 2 2 2 2
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internal_value=0 0.00193981 0.0056422 0.00994596 0.0174207
internal_weight=0 0.00599239 0.00497159 0.00395691 0.0028847
internal_count=3121 2151 1431 1131 853
is_linear=0
shrinkage=0.1


Tree=8282
num_leaves=7
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split_feature=42 51 42 4 12 4
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threshold=0.091735000000000025 -0.076794999999999988 0.083995000000000014 0.24564500000000003 0.082850000000000021 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
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internal_count=3121 2454 2018 1399 1157 367
is_linear=0
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Tree=8283
num_leaves=6
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split_feature=52 12 1 3 43
split_gain=1.10019e-05 2.06262e-05 3.28314e-05 5.81536e-05 3.2061e-05
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decision_type=2 2 2 2 2
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internal_weight=0 0.00666222 0.00530401 0.00399249 0.0029232
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shrinkage=0.1


Tree=8284
num_leaves=6
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split_feature=1 0 15 3 12
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decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
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leaf_count=1565 444 71 433 208 400
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internal_weight=0 0.00224173 0.0054429 0.00440092 0.00309493
internal_count=3121 1636 1485 1052 844
is_linear=0
shrinkage=0.1


Tree=8285
num_leaves=7
num_cat=0
split_feature=157 160 42 42 3 1
split_gain=2.73046e-05 7.47133e-05 4.31844e-05 5.81027e-05 6.05934e-05 6.88808e-05
threshold=-0.06266999999999999 -1.0000000180025095e-35 0.091735000000000025 -1.0000000180025095e-35 0.12178000000000001 0.094385000000000011
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5
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leaf_value=0.00029388860807229024 -0.00051872752217225592 -0.00029148051365054343 -0.00031682472052059539 0.00013895136669954763 -0.00014640639977748056 0.00075845758669592657
leaf_weight=0.0010273924237210854 0.001102261600314903 0.0011189789687876747 0.0011209308193680318 0.0019035767498673218 0.0012799979772434062 0.0010823800835635096
leaf_count=460 654 714 461 421 142 269
internal_value=0 -4.66644e-05 3.33153e-05 0.000106201 0.000210514 0.000363516
internal_weight=0 0.00760813 0.00650586 0.00538493 0.00426595 0.00298596
internal_count=3121 2661 2007 1546 832 690
is_linear=0
shrinkage=0.00196078


Tree=8286
num_leaves=7
num_cat=0
split_feature=131 12 12 52 4 1
split_gain=1.89518e-05 2.68527e-05 6.22882e-05 4.16918e-05 4.27619e-05 5.17763e-05
threshold=0.077555000000000027 0.098810000000000023 0.088105000000000003 0.091275000000000009 -0.059649999999999988 0.10612500000000001
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=-0.00045436463460429486 -0.00025656711911714358 -0.0002472733519156056 0.00048478839696184913 0.00034241572134177694 0.00026782287813719943 -0.00025350479467890552
leaf_weight=0.001006324515675425 0.0010015011222962332 0.0011250706692931371 0.0011909688615925644 0.0010016324638590238 0.0015048791215694953 0.0014269315553436582
leaf_count=436 522 406 740 236 526 255
internal_value=0 3.11766e-05 8.22758e-05 -1.47692e-05 -0.000105616 1.40893e-05
internal_weight=0 0.00725581 0.00613074 0.00493977 0.00393814 0.00293181
internal_count=3121 2599 2193 1453 1217 781
is_linear=0
shrinkage=0.00196078


Tree=8287
num_leaves=7
num_cat=0
split_feature=4 40 47 3 2 16
split_gain=4.15014e-05 5.95451e-05 5.68326e-05 5.12708e-05 4.27139e-05 7.02815e-05
threshold=0.27044500000000005 -0.064864999999999992 0.092165000000000011 0.10732000000000001 0.092365000000000017 -0.088159999999999988
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=-0.00051200902765436622 0.00028810964474604289 0.00033827398701335499 0.00037446232452890147 0.0002985529587809741 -0.00050813408387469867 -0.00031765445753919799
leaf_weight=0.0010034446935443036 0.0015145660866982269 0.0010376884347488389 0.0012592525882327886 0.0010134793036273874 0.0011771809332349766 0.0015909043479091624
leaf_count=194 365 379 270 107 697 1109
internal_value=0 -6.94941e-05 3.55668e-06 -9.33596e-05 -0.000197726 -5.87139e-05
internal_weight=0 0.00708195 0.00607851 0.00481925 0.00380577 0.00262859
internal_count=3121 2756 2562 2292 2185 1488
is_linear=0
shrinkage=0.00196078


Tree=8288
num_leaves=6
num_cat=0
split_feature=4 150 13 0 0
split_gain=1.10747e-05 1.65189e-05 2.67023e-05 2.95193e-05 3.90117e-05
threshold=0.27044500000000005 0.087170000000000011 -0.10278499999999999 -0.082974999999999979 -0.019414999999999998
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.013293247755471797 0.0082126821101978914 -0.013453386393924236 0.013127428527368593 -0.016458107486943443 0.0096467173478563956
leaf_weight=0.0011207667689495417 0.001339731587724549 0.001019891869176141 0.0019441452963058904 0.001164691616745673 0.0011258502113139007
leaf_count=164 365 258 1065 1040 229
internal_value=0 -0.00178906 0.000432295 0.00406494 -0.00362703
internal_weight=0 0.00637535 0.00535545 0.00423469 0.00229054
internal_count=3121 2756 2498 2334 1269
is_linear=0
shrinkage=0.1


Tree=8289
num_leaves=7
num_cat=0
split_feature=42 49 47 15 4 16
split_gain=2.21577e-05 3.25015e-05 4.31155e-05 2.79048e-05 7.03438e-05 2.21392e-05
threshold=0.091735000000000025 -0.0060549999999999988 0.10254000000000001 -0.037864999999999989 -0.084369999999999987 -0.087874999999999981
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=3.2168703549074801e-05 -0.00024794767872430765 -0.00021497919373762784 0.00046747037737053092 -0.00014438422720233407 0.00049203487739478771 -0.0003778925981315436
leaf_weight=0.0010127348209039802 0.001231289914437818 0.0012570812800737964 0.0010855453491046075 0.0015016742220636387 0.0012023649880049997 0.0010120778924197914
leaf_count=166 667 649 146 500 619 374
internal_value=0 3.70676e-05 0.000121268 2.63918e-05 0.000138603 -0.000172795
internal_weight=0 0.00707148 0.00504667 0.00396112 0.00270404 0.00202481
internal_count=3121 2454 1914 1768 1119 540
is_linear=0
shrinkage=0.00196078


Tree=8290
num_leaves=7
num_cat=0
split_feature=13 39 48 0 4 4
split_gain=1.95029e-05 3.06248e-05 4.92987e-05 6.8709e-05 2.83931e-05 4.96524e-05
threshold=-0.23438999999999996 0.0046100000000000004 0.085845000000000019 -0.053834999999999994 0.16173500000000005 -0.0035949999999999997
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=0.00024706029850873098 3.191799015175808e-06 0.00026574168168287405 -0.00036814701066763532 -0.00041440411418264988 -9.1338300801822658e-05 0.00059619440922660928
leaf_weight=0.001048751510341955 0.0011231553342071427 0.0010786713516507014 0.001774707443878038 0.0010643139519780935 0.0011483817680143136 0.0010506930211738054
leaf_count=169 1428 330 363 332 162 337
internal_value=0 -3.90405e-05 -9.23998e-05 1.9162e-05 0.00015806 0.00028981
internal_weight=0 0.00723992 0.00616125 0.00438654 0.00332223 0.00217385
internal_count=3121 2952 2622 2259 1927 1765
is_linear=0
shrinkage=0.00196078


Tree=8291
num_leaves=7
num_cat=0
split_feature=4 0 51 1 47 0
split_gain=3.26863e-05 6.35056e-05 2.66372e-05 4.81019e-05 5.2744e-05 1.97457e-05
threshold=-0.46376499999999993 -0.019414999999999998 -0.076794999999999988 0.08844500000000001 0.087885000000000019 -0.15350499999999997
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=-0.00034145713306429345 -0.00029793588026004659 0.00046366461443021669 -0.00029966824717161678 0.0001095962055160478 -0.00015106310411914947 0.00047168159338147742
leaf_weight=0.0010031013344614943 0.0012419906373836911 0.0011316360566419577 0.0013356570375070089 0.0010179679718086802 0.0015380710668907358 0.0013429287275960678
leaf_count=183 425 196 1457 109 199 552
internal_value=0 3.51022e-05 -3.9779e-05 2.14725e-05 0.000131485 0.000315558
internal_weight=0 0.00760825 0.00647662 0.00523462 0.00389897 0.0023609
internal_count=3121 2938 2742 2317 860 661
is_linear=0
shrinkage=0.00196078


Tree=8292
num_leaves=6
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split_feature=1 42 3 1 3
split_gain=1.0346e-05 2.88781e-05 2.72074e-05 2.83878e-05 4.09132e-05
threshold=0.12500000000000003 0.088915000000000008 -0.12018999999999998 0.094385000000000011 0.0051600000000000005
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=0.015988522700735149 0.0087562959713507645 -0.015239668704385034 -0.023998434274172958 0.0076674503564647615 0.0019800804320232583
leaf_weight=0.0010578999657400636 0.0011357590072083121 0.0012532950642752273 0.0010372619445602148 0.0017972248872839434 0.001458847803446629
leaf_count=251 279 810 1286 338 157
internal_value=0 -0.00157611 0.00162399 -0.0019155 -0.00881533
internal_weight=0 0.00660453 0.00535123 0.00429333 0.00249611
internal_count=3121 2842 2032 1781 1443
is_linear=0
shrinkage=0.1


Tree=8293
num_leaves=6
num_cat=0
split_feature=43 3 52 12 2
split_gain=1.0087e-05 4.17521e-05 2.25637e-05 3.77409e-05 4.4088e-05
threshold=-0.043144999999999996 -0.077774999999999983 -0.069804999999999992 0.088365000000000013 0.10699500000000002
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.0054111094486242566 -0.014565048538440912 0.019206083422143711 0.018857273350647824 -0.01516995997646348 -0.0072462231355298161
leaf_weight=0.0016819139073766455 0.0012243276191382076 0.0011670280595457696 0.0014819997914058294 0.0010237068707791815 0.0011484164389566453
leaf_count=971 356 504 548 559 183
internal_value=0 0.00467297 -0.00281589 0.00112071 0.00746072
internal_weight=0 0.00284894 0.00487845 0.00365412 0.00263042
internal_count=3121 1475 1646 1290 731
is_linear=0
shrinkage=0.1


Tree=8294
num_leaves=6
num_cat=0
split_feature=0 48 52 3 1
split_gain=1.64645e-05 6.10923e-05 4.76684e-05 3.70923e-05 6.05159e-05
threshold=-0.14920999999999998 0.088965000000000002 -0.0064899999999999992 -0.015584999999999998 0.080000000000000016
decision_type=2 2 2 2 2
left_child=2 3 -1 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=-0.00046327499485737759 -0.00023254277530371524 0.00047864504390009193 9.0362613262095226e-05 -0.00026498413247485558 0.0003218335011048192
leaf_weight=0.0010332418957314186 0.0013126037146422799 0.0010446040737917541 0.0014191373638593541 0.0018272633653651895 0.0017886345731845902
leaf_count=91 1358 378 195 365 734
internal_value=0 4.79156e-05 -0.000142897 -4.33783e-05 8.71929e-05
internal_weight=0 0.00597311 0.00245238 0.0049285 0.00310124
internal_count=3121 2835 286 2457 2092
is_linear=0
shrinkage=0.00196078


Tree=8295
num_leaves=6
num_cat=0
split_feature=2 52 4 4 0
split_gain=2.4727e-05 5.58904e-05 4.92316e-05 4.60227e-05 4.32457e-05
threshold=0.10912000000000001 0.0060650000000000009 0.15285000000000001 0.033845000000000007 -0.084269999999999984
decision_type=2 2 2 2 2
left_child=1 2 4 -2 -1
right_child=3 -3 -4 -5 -6
leaf_value=-0.00033007510575244487 0.00045928190073738889 -0.0003859049650344218 0.0004205654477960765 -6.9138745446590592e-05 0.00012900293313197704
leaf_weight=0.0014322591015263988 0.0010903744023613284 0.0016291404308963493 0.0010045844110293579 0.0015129547327197071 0.0017563373231051331
leaf_count=635 276 991 148 345 726
internal_value=0 -7.76976e-05 4.20476e-05 0.000152184 -7.72065e-05
internal_weight=0 0.00582232 0.00419318 0.00260333 0.0031886
internal_count=3121 2500 1509 621 1361
is_linear=0
shrinkage=0.00196078


Tree=8296
num_leaves=6
num_cat=0
split_feature=2 52 4 12 16
split_gain=1.01948e-05 4.40228e-05 3.41082e-05 2.84989e-05 3.96482e-05
threshold=0.10912000000000001 0.084960000000000022 0.23246000000000003 0.09202500000000001 -0.082404999999999992
decision_type=2 2 2 2 2
left_child=1 3 -2 4 -1
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leaf_value=0.010290157172314204 0.016395688597605852 -0.018766128737681007 -0.0075360865027261749 0.016346450139735756 -0.012916898741203145
leaf_weight=0.0013351048838433966 0.0012913412961820284 0.0012676060492237892 0.0011052555750281077 0.0010975159293431427 0.0016410638834485031
leaf_count=376 382 820 239 445 859
internal_value=0 -0.00249127 0.0053589 0.00257297 -0.00250625
internal_weight=0 0.00534129 0.0023966 0.00407368 0.00297617
internal_count=3121 2500 621 1680 1235
is_linear=0
shrinkage=0.1


Tree=8297
num_leaves=7
num_cat=0
split_feature=13 48 1 3 2 16
split_gain=1.78147e-05 2.81618e-05 4.04255e-05 3.07791e-05 5.33615e-05 3.06605e-05
threshold=-0.23438999999999996 0.11280000000000003 0.111945 -0.12018999999999998 0.092365000000000017 -0.078844999999999985
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=0.00023551382098358609 0.00018679355116457639 -0.00034165080784646007 0.00029019426831151246 0.0002125368307937381 -0.00052107365860482317 -0.00024493031801512983
leaf_weight=0.001048370384732749 0.0012293039281412485 0.0010097055362222043 0.0015110495944066441 0.001207195973375658 0.0011403030326699662 0.0010559960871573462
leaf_count=169 268 126 302 704 714 838
internal_value=0 -3.81763e-05 1.16979e-05 -7.91374e-05 -0.000175189 -9.15455e-07
internal_weight=0 0.00715355 0.00614385 0.0046328 0.0034035 0.00226319
internal_count=3121 2952 2826 2524 2256 1542
is_linear=0
shrinkage=0.00196078


Tree=8298
num_leaves=6
num_cat=0
split_feature=4 4 2 2 13
split_gain=1.01061e-05 1.91224e-05 3.18134e-05 3.48859e-05 2.82236e-05
threshold=0.27287000000000006 0.098655000000000007 0.11093500000000002 0.092875000000000013 -0.033284999999999988
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.0099582075988959573 0.0079931333051830675 -0.012838972564280135 0.015124771192596385 -0.017729335556278539 0.010706275323606547
leaf_weight=0.0010744749295835266 0.0012980387391446227 0.001239694414125669 0.0012178791672014149 0.0011842942943869968 0.0017173060999424988
leaf_count=1007 352 195 327 508 732
internal_value=0 -0.00167975 0.00098374 -0.00334768 0.00275312
internal_weight=0 0.00643365 0.00519395 0.00397608 0.00279178
internal_count=3121 2769 2574 2247 1739
is_linear=0
shrinkage=0.1


Tree=8299
num_leaves=6
num_cat=0
split_feature=0 48 48 3 1
split_gain=1.05587e-05 4.08901e-05 2.80535e-05 2.57585e-05 4.80406e-05
threshold=-0.14920999999999998 0.082620000000000013 0.086035000000000014 -0.015584999999999998 0.078340000000000007
decision_type=2 2 2 2 2
left_child=2 3 -1 4 -2
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leaf_value=0.0057823036926648134 -0.011499189497288056 0.020024431601558267 -0.016508681573064656 -0.011913602969142121 0.015128454049391254
leaf_weight=0.0010869931378385787 0.0011686356155224318 0.0010538596882316885 0.0011747516830894998 0.0016232749676631294 0.0016123790465116781
leaf_count=194 1320 489 92 317 709
internal_value=0 0.00233015 -0.00579565 -0.00190374 0.00393901
internal_weight=0 0.00545815 0.00226174 0.00440429 0.00278101
internal_count=3121 2835 286 2346 2029
is_linear=0
shrinkage=0.1


Tree=8300
num_leaves=6
num_cat=0
split_feature=0 160 16 16 4
split_gain=1.12344e-05 3.27749e-05 4.03238e-05 2.79291e-05 2.62023e-05
threshold=-0.060129999999999996 -1.0000000180025095e-35 -0.073404999999999984 -0.27167499999999994 -0.35136499999999998
decision_type=2 2 2 2 2
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leaf_weight=0.0011641363873516452 0.0012171057329409827 0.0013750807860028124 0.0010284954050193613 0.0014883217805349033 0.001432190962086393
leaf_count=821 227 241 648 838 346
internal_value=0 -0.00280928 0.00159411 0.00769454 0.00522968
internal_weight=0 0.00505603 0.0038919 0.0028634 0.0026493
internal_count=3121 2548 1727 1079 573
is_linear=0
shrinkage=0.1


Tree=8301
num_leaves=7
num_cat=0
split_feature=42 43 51 1 43 2
split_gain=2.05747e-05 2.45723e-05 3.36203e-05 2.55758e-05 4.71332e-05 3.25999e-05
threshold=0.091735000000000025 0.070450000000000013 -0.076794999999999988 0.094090000000000021 -0.08076499999999999 0.10774000000000002
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 5 -6 -7
leaf_value=-0.00031109754233757625 -0.00023792227504655208 0.00030690218126710686 0.00022157040062539138 0.00045110626271280301 -0.00035157909195762129 4.6772064293903969e-06
leaf_weight=0.0011675846198349292 0.0012301616817877829 0.0010947182474778149 0.0010019366041588511 0.0010867679448616798 0.0012273976346208154 0.0014926303950652576
leaf_count=411 667 251 515 259 775 243
internal_value=0 3.6832e-05 -1.26385e-05 5.98289e-05 -9.39867e-05 0.000192769
internal_weight=0 0.00707104 0.00597632 0.00480873 0.00222933 0.0025794
internal_count=3121 2454 2203 1792 1290 502
is_linear=0
shrinkage=0.00196078


Tree=8302
num_leaves=6
num_cat=0
split_feature=3 12 3 2 52
split_gain=1.10493e-05 2.13374e-05 3.10164e-05 4.05265e-05 3.31548e-05
threshold=0.13524500000000003 0.092355000000000007 -0.015584999999999998 0.09142500000000002 -0.0064899999999999992
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -4
right_child=-2 -3 4 -5 -6
leaf_value=-0.002175749705345315 0.0088967301783132152 -0.011825021033202321 -0.017493888900742448 0.02504943505648359 0.004496912011153347
leaf_weight=0.0011812349787747708 0.0011720609239144093 0.0015661270364526365 0.0012555163472043824 0.0010179341547140528 0.0015103142694695595
leaf_count=1211 192 906 248 325 239
internal_value=0 -0.00164795 0.00156223 0.010426 -0.00548555
internal_weight=0 0.00653113 0.004965 0.00219917 0.00276583
internal_count=3121 2929 2023 1536 487
is_linear=0
shrinkage=0.1


Tree=8303
num_leaves=7
num_cat=0
split_feature=52 13 0 2 48 0
split_gain=2.21212e-05 3.92385e-05 3.6967e-05 2.88832e-05 7.51437e-05 3.18447e-05
threshold=0.11434500000000002 -0.084034999999999985 -0.085384999999999975 0.11215000000000001 0.083985000000000018 -0.077999999999999986
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=3.3622334309990374e-05 -0.00025418480252070675 -0.0004066840770431068 0.00053681543820943353 -0.00034926546944942218 0.00044711558128194949 1.871560650943067e-05
leaf_weight=0.0012794155256015314 0.0011248080975161936 0.0011269931577864085 0.001000069121449352 0.0010265805359304641 0.0011300565450083921 0.0016927363501090156
leaf_count=522 501 796 254 286 266 496
internal_value=0 4.13372e-05 0.000254386 -5.62525e-05 1.99039e-05 -0.000151309
internal_weight=0 0.00725585 0.00227948 0.00497637 0.00394979 0.00281973
internal_count=3121 2620 776 1844 1558 1292
is_linear=0
shrinkage=0.00196078


Tree=8304
num_leaves=8
num_cat=0
split_feature=13 39 151 0 49 43 3
split_gain=2.64514e-05 2.73679e-05 3.97368e-05 4.60925e-05 4.85903e-05 3.2115e-05 4.35002e-05
threshold=-0.23438999999999996 0.0046100000000000004 -0.067694999999999991 -0.053834999999999994 -0.032624999999999994 -0.032879999999999993 0.048265000000000009
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
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leaf_weight=0.0011058593247486696 0.0010744459635456264 0.0011162764557442794 0.0010351963832516166 0.001257138679711862 0.0010035483416708131 0.0010102190938706705 0.0010217770824876987
leaf_count=169 353 330 144 355 825 851 94
internal_value=0 -4.35702e-05 -9.2967e-05 -2.35969e-05 7.77528e-05 0.000202854 6.11202e-05
internal_weight=0 0.0075186 0.00640233 0.00532788 0.00407074 0.00303554 0.002032
internal_count=3121 2952 2622 2269 1914 1770 945
is_linear=0
shrinkage=0.00196078


Tree=8305
num_leaves=6
num_cat=0
split_feature=3 13 1 151 4
split_gain=1.17508e-05 4.21474e-05 3.8482e-05 2.7288e-05 5.44224e-05
threshold=-0.14477499999999996 -0.084034999999999985 0.080585000000000004 -0.0083949999999999979 0.0061450000000000003
decision_type=2 2 2 2 2
left_child=-1 2 -2 -3 -5
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leaf_value=-0.0098447720164128328 9.3728250215662122e-05 -0.018017766478403235 0.027418203416363859 -0.013398579231881456 0.011483927816980773
leaf_weight=0.0010547624694710687 0.0010591130264041378 0.0010449011967408541 0.0010040063971005046 0.0015892180404934097 0.0019668980507452703
leaf_count=277 525 299 327 1234 459
internal_value=0 0.00151482 0.013391 -0.00381053 0.000364007
internal_weight=0 0.00666414 0.00206312 0.00460102 0.00355612
internal_count=3121 2844 852 1992 1693
is_linear=0
shrinkage=0.1


Tree=8306
num_leaves=7
num_cat=0
split_feature=47 4 160 4 13 1
split_gain=2.71696e-05 5.20286e-05 3.61845e-05 5.90414e-05 5.98659e-05 3.98827e-05
threshold=0.11893500000000001 0.24564500000000003 -0.027994999999999996 0.033845000000000007 -0.084034999999999985 0.086560000000000012
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 -5 5 -7
leaf_value=0.00027113835241159375 -0.00030400730992307664 0.00034383765523712914 0.00033986124196402434 -0.00051847267991431535 6.8523062191161693e-05 -0.00043647054582140581
leaf_weight=0.0011137143471179022 0.0010034094613198636 0.0016796066311063687 0.0012837515911822812 0.0011063861919158513 0.0011998931108001486 0.0012052170776747978
leaf_count=705 115 397 423 233 763 485
internal_value=0 3.93128e-05 -4.72476e-05 -0.000121194 -2.03965e-06 -0.000184533
internal_weight=0 0.00758857 0.00590896 0.00479525 0.00368886 0.00240511
internal_count=3121 3006 2609 1904 1671 1248
is_linear=0
shrinkage=0.00196078


Tree=8307
num_leaves=6
num_cat=0
split_feature=52 15 3 1 15
split_gain=1.1596e-05 2.93605e-05 5.79405e-05 4.83523e-05 3.53109e-05
threshold=0.11434500000000002 -0.016799999999999995 -0.08824499999999999 0.11181500000000001 1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 3 -3 -1 -4
right_child=-2 2 4 -5 -6
leaf_value=0.0058458012986296179 -0.0098882865784181342 -0.009309808358953061 0.031101592076204845 -0.018227385673547439 0.0052353769086052439
leaf_weight=0.001836547077204923 0.0010342223045407585 0.0012071100027543961 0.0010546406989042827 0.0015289751714638775 0.0010564314929415095
leaf_count=882 501 480 235 333 690
internal_value=0 0.0014903 0.00816527 -0.00509078 0.0181575
internal_weight=0 0.0066837 0.00331818 0.00336552 0.00211107
internal_count=3121 2620 1405 1215 925
is_linear=0
shrinkage=0.1


Tree=8308
num_leaves=6
num_cat=0
split_feature=4 151 16 3 16
split_gain=1.09341e-05 2.47374e-05 3.36675e-05 2.68549e-05 2.13812e-05
threshold=0.40473500000000007 -0.024429999999999997 -0.092484999999999984 -0.020429999999999997 0.15273500000000004
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.012227425908039005 0.0089741323966297908 -0.016177881064484617 0.0097940456722290931 0.0032033022862646408 -0.017377045022993587
leaf_weight=0.0010795978361958693 0.0011477091772003423 0.0016687441399086574 0.0017852535496789071 0.0010141413977389898 0.0010051371936099038
leaf_count=473 304 482 1590 167 105
internal_value=0 -0.00160676 -0.00433554 0.00085875 -0.00704099
internal_weight=0 0.00655287 0.00547328 0.00380453 0.00201928
internal_count=3121 2817 2344 1862 272
is_linear=0
shrinkage=0.1


Tree=8309
num_leaves=7
num_cat=0
split_feature=50 4 16 2 2 3
split_gain=1.01243e-05 2.12932e-05 2.03835e-05 4.31076e-05 3.04908e-05 9.924e-06
threshold=0.079410000000000008 0.27834500000000006 0.0047850000000000011 0.092875000000000013 0.096540000000000015 -0.0087149999999999988
decision_type=2 2 2 2 2 2
left_child=1 2 3 5 -4 -1
right_child=-2 -3 4 -5 -6 -7
leaf_value=-0.0052324177624465291 -0.0092549484137743818 0.014536306454431948 -0.0055189469667127032 -0.023482892307802577 0.016252027432539059 0.0087286650570780888
leaf_weight=0.0010108476575457484 0.0010297744135080835 0.0010409881460169889 0.001269051949535777 0.0010082347863093724 0.001304640729344175 0.0010258770099860772
leaf_count=1003 609 315 318 419 345 112
internal_value=0 0.00139954 -0.00103436 -0.00657181 0.00551706 0.00179963
internal_weight=0 0.00665964 0.00561865 0.00304496 0.00257369 0.00203672
internal_count=3121 2512 2197 1534 663 1115
is_linear=0
shrinkage=0.1


Tree=8310
num_leaves=5
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split_feature=15 3 0 15
split_gain=1.9457e-05 2.686e-05 3.42497e-05 5.26272e-05
threshold=-0.11713499999999999 -0.086554999999999979 -0.082974999999999979 -0.0088349999999999974
decision_type=2 2 2 2
left_child=-1 -2 3 -3
right_child=1 2 -4 -5
leaf_value=-0.00019475925073767067 0.0002380217244365376 -0.00011516642171319473 -0.00023219771649192554 0.00042910254054033791
leaf_weight=0.0016366987507548635 0.0019449336114866758 0.0017022591591470885 0.0019893984998401336 0.0011407714641115557
leaf_count=484 784 545 917 391
internal_value=0 4.34487e-05 -3.48622e-05 0.000103223
internal_weight=0 0.00677736 0.00483243 0.00284303
internal_count=3121 2637 1853 936
is_linear=0
shrinkage=0.00196078


Tree=8311
num_leaves=7
num_cat=0
split_feature=131 13 0 160 16 4
split_gain=2.69344e-05 2.8479e-05 3.54902e-05 3.03891e-05 4.15964e-05 1.87455e-05
threshold=0.078765000000000016 -0.076599999999999988 -0.084269999999999984 -0.080719999999999986 -0.018494999999999998 0.033845000000000007
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=-2.6146130202622498e-05 -0.00030540150677754231 0.00025595977744836469 0.00046184718612876256 0.00024846462938792285 -0.00035145188457038734 -0.00010304638066519914
leaf_weight=0.0011421413031054933 0.001003131324947986 0.0010359793618414607 0.0011498059060088279 0.0010243684226575558 0.0017272989500875897 0.0013546053670572043
leaf_count=687 516 251 365 570 506 226
internal_value=0 3.6885e-05 0.000218666 -4.41366e-05 -0.000119848 4.83116e-05
internal_weight=0 0.0074342 0.00229195 0.00514225 0.00410627 0.00237897
internal_count=3121 2605 1052 1553 1302 796
is_linear=0
shrinkage=0.00196078


Tree=8312
num_leaves=7
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split_feature=4 40 0 4 3 2
split_gain=2.1047e-05 4.18465e-05 4.03643e-05 6.28566e-05 4.40944e-05 2.88204e-05
threshold=0.27287000000000006 -0.064864999999999992 -0.061629999999999997 -0.16363499999999997 0.090900000000000009 0.084055000000000005
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=-0.00041430032135154882 0.00021678856644978596 -8.2257419977082376e-05 -7.5500790027021794e-05 0.00059236192726929934 0.00017181027568109958 -0.00051082586705314121
leaf_weight=0.0010072165005817549 0.001428614966651337 0.0014558577014158022 0.0011811758097120947 0.0010009028476529007 0.0014350262529703641 0.001030159163337326
leaf_count=196 352 661 225 176 142 1369
internal_value=0 -4.40215e-05 1.70867e-05 0.000230843 -0.00010187 -0.000259848
internal_weight=0 0.00711034 0.00610312 0.00218208 0.00392104 0.00248602
internal_count=3121 2769 2573 401 2172 2030
is_linear=0
shrinkage=0.00196078


Tree=8313
num_leaves=6
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split_feature=42 49 47 15 4
split_gain=1.01921e-05 2.24366e-05 2.77853e-05 2.76098e-05 5.84425e-05
threshold=0.091735000000000025 -0.00064499999999999985 0.10254000000000001 -0.037864999999999989 -0.084369999999999987
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.0076803247288773678 -0.0087957269330538289 -0.011421846406656614 0.019977881336092573 -0.0064821188346351841 0.024283534252030465
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leaf_count=571 667 642 142 500 599
internal_value=0 0.00147709 0.00519699 0.00118356 0.00712966
internal_weight=0 0.00658647 0.00468382 0.00368361 0.00250295
internal_count=3121 2454 1883 1741 1099
is_linear=0
shrinkage=0.1


Tree=8314
num_leaves=7
num_cat=0
split_feature=13 48 1 160 16 0
split_gain=1.76917e-05 3.21922e-05 4.68824e-05 2.64685e-05 2.44051e-05 2.42418e-05
threshold=-0.23438999999999996 0.11280000000000003 0.111945 -1.0000000180025095e-35 -0.15241499999999997 -0.084269999999999984
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=0.00023259696208176322 -0.00034315953921362807 -0.00036248993495214979 0.00031508628493403406 0.00024986172487180178 -0.00033807197482612527 5.628859189646141e-05
leaf_weight=0.0010455824673580834 0.0011420663303264131 0.0010231232952994038 0.0014965266337909006 0.0010556097572804882 0.0010195069378548716 0.0014539616293339226
leaf_count=169 796 126 302 176 591 961
internal_value=0 -4.03734e-05 1.30609e-05 -8.37011e-05 2.63866e-07 -0.000106258
internal_weight=0 0.00719079 0.00616767 0.00467114 0.00352908 0.00247347
internal_count=3121 2952 2826 2524 1728 1552
is_linear=0
shrinkage=0.00196078


Tree=8315
num_leaves=6
num_cat=0
split_feature=49 43 12 3 2
split_gain=1.15087e-05 1.7479e-05 4.05647e-05 4.72902e-05 3.61818e-05
threshold=-0.043469999999999995 -0.074359999999999996 0.088365000000000013 0.099930000000000005 0.084245000000000014
decision_type=2 2 2 2 2
left_child=-1 4 3 -3 -2
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leaf_value=0.0069382629563777918 0.018047158216557956 0.012696153804445331 -0.022749730032150008 -0.013661135875811451 -0.0081940936104205782
leaf_weight=0.0018130975565811168 0.0010686472193864858 0.0014404726901231708 0.0010674274251075522 0.001290636185909699 0.0010336849010072636
leaf_count=425 309 658 828 195 706
internal_value=0 -0.00217101 -0.00621997 0.000240527 0.00514473
internal_weight=0 0.00590087 0.00379854 0.00273111 0.00210233
internal_count=3121 2696 1681 853 1015
is_linear=0
shrinkage=0.1


Tree=8316
num_leaves=7
num_cat=0
split_feature=3 0 43 1 52 0
split_gain=2.50395e-05 4.27965e-05 4.75493e-05 3.86627e-05 4.09275e-05 4.62461e-05
threshold=0.13524500000000003 -0.062294999999999996 -0.090299999999999991 0.08844500000000001 -0.0064899999999999992 -0.14454499999999995
decision_type=2 2 2 2 2 2
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leaf_count=1651 192 108 437 259 113 361
internal_value=0 -4.0886e-05 0.000162926 -0.000150976 -3.92171e-05 0.000110082
internal_weight=0 0.00733312 0.00257184 0.00476128 0.00340074 0.0022951
internal_count=3121 2929 545 2384 733 474
is_linear=0
shrinkage=0.00196078


Tree=8317
num_leaves=7
num_cat=0
split_feature=131 13 160 16 0 4
split_gain=3.05775e-05 4.08227e-05 3.36742e-05 4.47614e-05 3.33291e-05 2.1261e-05
threshold=0.078765000000000016 -0.076599999999999988 -0.080719999999999986 -0.018494999999999998 -0.084269999999999984 0.033845000000000007
decision_type=2 2 2 2 2 2
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leaf_value=1.0337338522025447e-05 -0.00033201354229055554 0.00024788073536472307 0.00024143341820932835 -0.00038229389547037002 0.00048096273214352005 -0.0001315450362997067
leaf_weight=0.0011541686978969298 0.0010214654484644497 0.0010457040215093947 0.0010312487276100237 0.0017686942347612962 0.0011600008802873584 0.0013658178071651876
leaf_count=687 516 251 570 506 365 226
internal_value=0 2.95269e-05 -6.67067e-05 -0.000145676 0.000246243 2.89151e-05
internal_weight=0 0.00752563 0.00521146 0.00416576 0.00231417 0.00239707
internal_count=3121 2605 1553 1302 1052 796
is_linear=0
shrinkage=0.00196078


Tree=8318
num_leaves=7
num_cat=0
split_feature=13 48 1 3 2 49
split_gain=1.80068e-05 2.60247e-05 4.71821e-05 2.70192e-05 4.58954e-05 3.56667e-05
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decision_type=2 2 2 2 2 2
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leaf_value=0.00023421491083594156 0.00015732760516487675 -0.00033351095241867352 0.00030720362520332241 0.00011726537630127452 -9.429200980346106e-05 -0.00059861004361883496
leaf_weight=0.0010479383806767184 0.0012347604784353769 0.0010051440430501705 0.001515382925165498 0.0012535045175654188 0.0010452006928910254 0.0011135839879852509
leaf_count=169 268 126 302 640 285 1331
internal_value=0 -4.09619e-05 6.7553e-06 -9.12196e-05 -0.000181158 -0.000354439
internal_weight=0 0.00716758 0.00616243 0.00464705 0.00341229 0.00215878
internal_count=3121 2952 2826 2524 2256 1616
is_linear=0
shrinkage=0.00196078


Tree=8319
num_leaves=7
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split_feature=11 12 42 4 3 49
split_gain=3.66973e-05 3.35422e-05 4.32779e-05 7.55269e-05 6.21565e-05 2.22863e-05
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decision_type=2 2 2 2 2 2
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leaf_weight=0.0018318381837384877 0.001003909885808024 0.0014251484959941921 0.0013345195505725278 0.0013205274073306104 0.0010176516038403784 0.0011348598739100435
leaf_count=1024 226 433 930 247 106 155
internal_value=0 2.95018e-05 -2.90852e-05 5.03153e-05 0.000185006 -4.09194e-05
internal_weight=0 0.00806455 0.0066394 0.00530488 0.00398435 0.00215251
internal_count=3121 2895 2462 1532 1285 261
is_linear=0
shrinkage=0.00196078


Tree=8320
num_leaves=6
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split_feature=2 43 3 13 1
split_gain=1.14203e-05 2.2674e-05 3.84378e-05 2.18083e-05 1.63276e-05
threshold=0.099185000000000009 -0.074359999999999996 0.048265000000000009 -0.08971999999999998 0.10937500000000001
decision_type=2 2 2 2 2
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leaf_weight=0.0019939011636960183 0.0011167495065839798 0.0013171276218342501 0.0011587747932553601 0.0011661309851417373 0.0010100606845717549
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internal_value=0 -0.00334653 -0.00973806 0.00441434 -0.00141539
internal_weight=0 0.0044698 0.0024759 0.00329294 0.00217619
internal_count=3121 2202 1266 919 719
is_linear=0
shrinkage=0.1


Tree=8321
num_leaves=6
num_cat=0
split_feature=0 42 160 47 4
split_gain=2.1261e-05 2.80424e-05 3.96602e-05 3.19297e-05 4.81308e-05
threshold=1.0000000180025095e-35 -1.0000000180025095e-35 -0.078059999999999977 0.092530000000000015 0.0052350000000000009
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=0.0010174890806552228 0.0018345315070578466 0.0010212739568483302 0.0015092344137599566 0.0012109649485359053 0.0018186562071363553
leaf_count=825 325 526 887 193 365
internal_value=0 -5.07106e-05 4.05727e-06 8.26103e-05 0.000181816
internal_weight=0 0.00657762 0.00556013 0.00453886 0.00332789
internal_count=3121 2796 1971 1445 1252
is_linear=0
shrinkage=0.00196078


Tree=8322
num_leaves=6
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split_feature=0 1 47 0 4
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threshold=-0.060129999999999996 0.08844500000000001 0.092530000000000015 -0.14116499999999996 -0.35136499999999998
decision_type=2 2 2 2 2
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leaf_weight=0.0013192468384782886 0.0012245850669787399 0.0015338956003112521 0.0011491720478262238 0.0010883137922305694 0.0014488928166855248
leaf_count=1665 227 203 196 484 346
internal_value=0 -0.00282288 0.00167445 0.00844732 0.00523565
internal_weight=0 0.00509063 0.00377138 0.00262221 0.00267348
internal_count=3121 2548 883 687 573
is_linear=0
shrinkage=0.1


Tree=8323
num_leaves=6
num_cat=0
split_feature=42 160 49 52 4
split_gain=1.28261e-05 3.21579e-05 2.95075e-05 4.72064e-05 5.55576e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.047584999999999995 0.077655000000000016 0.076415000000000025
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
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leaf_value=-0.0092525063547161685 -0.011098859448848392 0.018165496634396729 -0.024481474352882934 0.016648327592843997 0.006284960662944707
leaf_weight=0.0012652531458517873 0.001497132221076905 0.0013614388534976584 0.001055129869386441 0.0012481324304169021 0.0013227207023465614
leaf_count=862 828 257 616 316 242
internal_value=0 0.00175435 0.00561265 0.000899461 -0.00736711
internal_weight=0 0.00648455 0.00498742 0.00362598 0.00237785
internal_count=3121 2259 1431 1174 858
is_linear=0
shrinkage=0.1


Tree=8324
num_leaves=7
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split_feature=131 13 47 16 16 0
split_gain=2.67353e-05 5.29503e-05 5.19538e-05 8.07672e-05 6.94246e-05 0.000118203
threshold=0.078765000000000016 -0.23438999999999996 0.10621500000000002 -0.27167499999999994 0.0065250000000000004 -0.11242999999999999
decision_type=2 2 2 2 2 2
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internal_weight=0 0.00771213 0.00668937 0.00560112 0.00431147 0.00249552
internal_count=3121 2605 2467 2343 2073 1508
is_linear=0
shrinkage=0.00196078


Tree=8325
num_leaves=7
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split_feature=131 13 47 16 160 0
split_gain=3.17729e-05 6.8207e-05 4.60766e-05 7.77157e-05 5.0492e-05 6.82416e-05
threshold=0.078765000000000016 -0.23438999999999996 0.10621500000000002 -0.27167499999999994 -0.064219999999999985 -0.082974999999999979
decision_type=2 2 2 2 2 2
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leaf_weight=0.0010032361373313323 0.0010259365037204029 0.0012696437928063587 0.0011095073483126505 0.0010954293836218944 0.001835085145546233 0.0013657117785566169
leaf_count=138 516 270 124 519 700 854
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internal_weight=0 0.00767861 0.00667538 0.00556587 0.00429623 0.0032008
internal_count=3121 2605 2467 2343 2073 1554
is_linear=0
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Tree=8326
num_leaves=7
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split_feature=484 42 15 3 1 4
split_gain=1.4068e-05 1.81738e-05 3.06675e-05 6.40847e-05 6.41023e-05 3.06194e-05
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decision_type=2 2 2 2 2 2
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leaf_count=663 394 623 752 241 239 209
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internal_weight=0 0.00676482 0.00561804 0.00450174 0.00323671 0.00200494
internal_count=3121 2727 2064 1312 689 448
is_linear=0
shrinkage=0.1


Tree=8327
num_leaves=7
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split_feature=131 16 3 16 0 1
split_gain=2.51949e-05 3.4734e-05 5.10726e-05 4.48943e-05 3.75397e-05 3.30974e-05
threshold=0.078765000000000016 0.0065250000000000004 -0.013929999999999998 -0.056919999999999991 -0.10224499999999999 0.10587000000000001
decision_type=2 2 2 2 2 2
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leaf_value=-0.00037454478735756129 -0.00029568865657668588 0.00050486849147993423 -3.4189592270726577e-05 -0.00042814063586627725 0.00030880690142455567 8.3594389357306975e-05
leaf_weight=0.0010354172652439204 0.0010126807305963692 0.0012373053034369272 0.0014888423198214803 0.0010359114567041637 0.0012601280011199124 0.0014627104761670575
leaf_count=213 516 468 173 589 1018 144
internal_value=0 3.37563e-05 0.00021047 -6.67301e-05 3.28877e-05 -0.000106294
internal_weight=0 0.00752031 0.00272615 0.00479417 0.00375826 0.00249813
internal_count=3121 2605 641 1964 1375 357
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Tree=8328
num_leaves=7
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split_feature=131 13 47 16 16 0
split_gain=2.99234e-05 5.6741e-05 6.18302e-05 6.89914e-05 6.04091e-05 8.70588e-05
threshold=0.078765000000000016 -0.23438999999999996 0.10621500000000002 -0.27167499999999994 0.0065250000000000004 -0.11242999999999999
decision_type=2 2 2 2 2 2
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leaf_value=0.00046966900415051818 -0.00032012997475143809 0.00046046582805788188 -0.00045172475858945148 9.2241342513169804e-05 0.00020800335185361434 -0.00064227522171237219
leaf_weight=0.0010149146991457556 0.0010173068626838462 0.0012563472190375118 0.0011047070736370738 0.0012905692175907467 0.0018378253473301182 0.0011947134819694305
leaf_count=138 516 270 124 168 565 1340
internal_value=0 3.76848e-05 -2.79071e-05 5.60069e-05 -6.15338e-05 -0.000260852
internal_weight=0 0.00769908 0.00668416 0.00557946 0.00432311 0.00248528
internal_count=3121 2605 2467 2343 2073 1508
is_linear=0
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Tree=8329
num_leaves=6
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split_feature=0 15 16 16 1
split_gain=1.30536e-05 1.98361e-05 6.45887e-05 3.47992e-05 2.26715e-05
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decision_type=2 2 2 2 2
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leaf_count=406 325 996 685 427 282
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internal_weight=0 0.00608882 0.00385191 0.00223691 0.00259118
internal_count=3121 2796 1373 1423 688
is_linear=0
shrinkage=0.1


Tree=8330
num_leaves=7
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split_feature=131 12 52 12 4 1
split_gain=1.64103e-05 2.91843e-05 5.74098e-05 4.0758e-05 3.65763e-05 5.81992e-05
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decision_type=2 2 2 2 2 2
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leaf_count=373 525 406 447 667 455 248
internal_value=0 2.97246e-05 8.28604e-05 -1.61405e-05 -0.000108868 1.07064e-05
internal_weight=0 0.00729413 0.00616296 0.00483875 0.00382356 0.00275321
internal_count=3121 2596 2190 1743 1076 703
is_linear=0
shrinkage=0.00196078


Tree=8331
num_leaves=6
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split_feature=47 4 52 2 4
split_gain=2.56193e-05 5.3317e-05 3.19808e-05 4.2488e-05 5.88501e-05
threshold=0.11669500000000001 0.24564500000000003 -0.088204999999999992 0.10097500000000002 -0.0016099999999999997
decision_type=2 2 2 2 2
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leaf_weight=0.0012886558426804893 0.001007742742265871 0.0016618546573191478 0.0019260751310155124 0.0013556069444696679 0.0010874351408000789
leaf_count=608 133 396 1332 322 330
internal_value=0 3.78213e-05 -5.28755e-05 2.71859e-05 0.000156873
internal_weight=0 0.00731963 0.00565777 0.00436912 0.00301351
internal_count=3121 2988 2592 1984 1662
is_linear=0
shrinkage=0.00196078


Tree=8332
num_leaves=7
num_cat=0
split_feature=484 48 0 16 52 4
split_gain=1.12541e-05 1.63137e-05 0.000112511 4.08867e-05 3.05695e-05 5.84245e-05
threshold=0.073690000000000019 0.083985000000000018 -0.18113999999999997 -0.15241499999999997 0.096795000000000006 0.0082450000000000006
decision_type=2 2 2 2 2 2
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leaf_weight=0.0013698952390548101 0.0010045445260844959 0.0011763300091899437 0.0011071845127517774 0.0011155184469463309 0.0010013077051809292 0.0010081169461769006
leaf_count=353 394 81 455 1215 361 262
internal_value=0 -0.00150534 0.00537753 -0.00500204 -0.0113168 -0.0181083
internal_weight=0 0.00677835 0.00228351 0.00449484 0.00312494 0.00212364
internal_count=3121 2727 536 2191 1838 1477
is_linear=0
shrinkage=0.1


Tree=8333
num_leaves=7
num_cat=0
split_feature=13 48 1 160 12 4
split_gain=1.77924e-05 2.9758e-05 3.84702e-05 3.3928e-05 1.94946e-05 6.01801e-05
threshold=-0.23438999999999996 0.11280000000000003 0.111945 -1.0000000180025095e-35 0.088305000000000008 0.0061450000000000003
decision_type=2 2 2 2 2 2
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leaf_count=169 796 126 302 675 890 163
internal_value=0 -3.57e-05 1.54522e-05 -7.25531e-05 2.36598e-05 -7.83866e-05
internal_weight=0 0.00721089 0.00619007 0.00467479 0.00351026 0.00235951
internal_count=3121 2952 2826 2524 1728 838
is_linear=0
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Tree=8334
num_leaves=7
num_cat=0
split_feature=52 0 4 0 0 52
split_gain=1.87877e-05 4.08362e-05 4.07256e-05 3.64457e-05 4.07273e-05 3.59057e-05
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decision_type=2 2 2 2 2 2
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internal_value=0 3.63434e-05 0.000216925 -8.28335e-05 2.28583e-05 -0.000130842
internal_weight=0 0.00729523 0.00290041 0.00439482 0.00325455 0.00218277
internal_count=3121 2620 883 1737 468 232
is_linear=0
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Tree=8335
num_leaves=6
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split_feature=52 0 4 0 2
split_gain=1.39301e-05 2.37122e-05 3.56182e-05 2.71543e-05 4.08397e-05
threshold=0.11434500000000002 -0.077999999999999986 -0.35136499999999998 -0.10607499999999999 0.11215000000000001
decision_type=2 2 2 2 2
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leaf_count=314 501 202 681 1269 154
internal_value=0 0.0016296 0.00889525 -0.00321811 0.00158664
internal_weight=0 0.00673227 0.00269422 0.00403804 0.00300606
internal_count=3121 2620 883 1737 468
is_linear=0
shrinkage=0.1


Tree=8336
num_leaves=6
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split_feature=4 151 4 1 16
split_gain=1.19018e-05 2.24175e-05 3.46706e-05 3.34827e-05 2.60397e-05
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decision_type=2 2 2 2 2
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internal_weight=0 0.00660169 0.00551355 0.00251804 0.00299552
internal_count=3121 2817 2344 658 1686
is_linear=0
shrinkage=0.1


Tree=8337
num_leaves=7
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split_feature=131 13 0 160 16 4
split_gain=2.17518e-05 4.16639e-05 4.07882e-05 2.82583e-05 4.75296e-05 2.53274e-05
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decision_type=2 2 2 2 2 2
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internal_value=0 3.5909e-05 0.000254203 -6.24581e-05 -0.000135162 4.39018e-05
internal_weight=0 0.00745982 0.00231731 0.00514251 0.00411336 0.00238906
internal_count=3121 2605 1052 1553 1302 796
is_linear=0
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Tree=8338
num_leaves=7
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split_feature=157 160 42 42 0 16
split_gain=2.67379e-05 6.41993e-05 3.11471e-05 4.62713e-05 5.54953e-05 5.42006e-05
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decision_type=2 2 2 2 2 2
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internal_value=0 -5.08694e-05 2.3531e-05 8.51503e-05 0.000177548 0.000359111
internal_weight=0 0.0075801 0.00647874 0.00537467 0.00427263 0.00257366
internal_count=3121 2661 2007 1434 973 782
is_linear=0
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Tree=8339
num_leaves=6
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split_feature=47 4 52 2 4
split_gain=2.93143e-05 5.51908e-05 4.14943e-05 4.01543e-05 5.7769e-05
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decision_type=2 2 2 2 2
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internal_weight=0 0.00756407 0.00586703 0.00453151 0.00312906
internal_count=3121 2988 2592 1984 1662
is_linear=0
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Tree=8340
num_leaves=6
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split_feature=52 15 3 1 15
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decision_type=2 2 2 2 2
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leaf_weight=0.0018583094352676982 0.0010460595503038296 0.001217172904495406 0.0010585728182993122 0.0015442257473498317 0.0010704993909328273
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internal_weight=0 0.00674878 0.00334625 0.00340254 0.00212907
internal_count=3121 2620 1405 1215 925
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shrinkage=0.1


Tree=8341
num_leaves=6
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split_feature=4 52 52 2 43
split_gain=1.17752e-05 1.80863e-05 2.13968e-05 3.86162e-05 4.17322e-05
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decision_type=2 2 2 2 2
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internal_weight=0 0.00646878 0.00539549 0.00411946 0.00277215
internal_count=3121 2769 2227 1900 1586
is_linear=0
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Tree=8342
num_leaves=7
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split_feature=47 4 13 16 0 1
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decision_type=2 2 2 2 2 2
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internal_count=3121 3006 2609 1185 1424 841
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Tree=8343
num_leaves=6
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split_gain=1.21359e-05 4.85656e-05 3.29105e-05 2.78711e-05 3.72668e-05
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decision_type=2 2 2 2 2
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leaf_count=155 311 1084 392 952 227
internal_value=0 -0.0016233 0.00207225 -0.00171245 0.00328315
internal_weight=0 0.00670775 0.00564327 0.0045305 0.00322303
internal_count=3121 2810 2655 2263 1311
is_linear=0
shrinkage=0.1


Tree=8344
num_leaves=6
num_cat=0
split_feature=0 13 49 47 1
split_gain=1.87833e-05 2.14011e-05 3.47989e-05 5.44847e-05 4.90927e-05
threshold=-1.0000000180025095e-35 -0.084034999999999985 -0.054984999999999992 0.092530000000000015 0.095285000000000022
decision_type=2 2 2 2 2
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leaf_weight=0.0018528849379080914 0.0018155853075828817 0.0011247038534380554 0.0011836413294942305 0.0012585306009327774 0.0011333842181894143
leaf_count=867 325 193 1268 211 257
internal_value=0 -5.24948e-05 -0.000122848 -2.8225e-05 0.000150161
internal_weight=0 0.00655314 0.00470026 0.00357556 0.00231703
internal_count=3121 2796 1929 1736 1525
is_linear=0
shrinkage=0.00196078


Tree=8345
num_leaves=8
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split_feature=47 4 43 16 16 49 0
split_gain=2.59964e-05 4.90391e-05 5.20562e-05 7.06461e-05 5.92473e-05 3.14665e-05 7.37554e-05
threshold=0.11669500000000001 0.40473500000000007 -0.17390999999999998 0.15891500000000003 -0.0094449999999999968 -0.045154999999999994 -0.10224499999999999
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 3 -5 -6 6 -8
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leaf_count=185 133 284 191 387 515 216 1210
internal_value=0 3.39831e-05 -3.03019e-05 -0.000109686 -2.004e-06 -0.00014204 -0.000288197
internal_weight=0 0.00766143 0.00655984 0.00543685 0.00441264 0.00319784 0.00204379
internal_count=3121 2988 2704 2519 2132 1617 1426
is_linear=0
shrinkage=0.00196078


Tree=8346
num_leaves=6
num_cat=0
split_feature=0 51 47 48 0
split_gain=1.27956e-05 1.88812e-05 2.77739e-05 3.43376e-05 7.30752e-05
threshold=1.0000000180025095e-35 -0.076794999999999988 0.092530000000000015 0.086260000000000017 -0.10096999999999999
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
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leaf_value=-0.01293502161703039 0.0076620829098877482 0.027145777782527605 -0.012700671211371634 -0.0093361996184413622 -0.0071771741809982109
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leaf_count=448 325 330 252 296 1470
internal_value=0 -0.0021752 0.000698361 0.00499924 0.0115645
internal_weight=0 0.00610667 0.00481954 0.00364845 0.00250241
internal_count=3121 2796 2348 2096 1800
is_linear=0
shrinkage=0.1


Tree=8347
num_leaves=7
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split_feature=131 12 52 16 15 0
split_gain=1.92857e-05 3.5035e-05 5.74833e-05 4.2411e-05 4.13267e-05 1.47412e-05
threshold=0.078765000000000016 0.098810000000000023 0.091275000000000009 0.064860000000000015 -0.0063699999999999989 -0.17169499999999996
decision_type=2 2 2 2 2 2
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leaf_value=-2.5649617185765481e-05 -0.00034385398052560708 -0.00036741855519882918 0.00036533778994223682 -0.00044629424051246657 0.00025587887856543532 -0.00033543989734537123
leaf_weight=0.0013659078804993561 0.001011853796163093 0.0011657449768449693 0.0013255316799658818 0.0010402102894100399 0.0014907705062015067 0.0010403402018880807
leaf_count=115 516 406 449 357 659 619
internal_value=0 -5.53058e-05 2.79062e-06 -9.45449e-05 -6.54331e-07 -0.000159587
internal_weight=0 0.00742851 0.00626276 0.00493723 0.00389702 0.00240625
internal_count=3121 2605 2199 1750 1393 734
is_linear=0
shrinkage=0.00196078


Tree=8348
num_leaves=7
num_cat=0
split_feature=131 13 2 160 15 47
split_gain=2.43146e-05 3.16215e-05 3.53422e-05 3.04165e-05 3.74049e-05 4.46083e-05
threshold=0.078765000000000016 -0.076599999999999988 0.10005000000000001 -0.080719999999999986 -0.0040799999999999994 0.092710000000000015
decision_type=2 2 2 2 2 2
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right_child=-2 3 -4 4 -6 -7
leaf_value=-7.3106398708378798e-06 -0.00028973339705684647 0.00025240280720679591 0.00048231253157265323 0.00024471104000670947 -0.00035977434584336674 -0.00028570976878133507
leaf_weight=0.0011824866012208248 0.0010088882052885304 0.0010209006457123082 0.0010885952552521618 0.0014633281139909097 0.0016022439183431708 0.0010448375659060556
leaf_count=806 516 251 246 460 729 113
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internal_weight=0 0.00740239 0.00227108 0.00513131 0.00411041 0.00250817
internal_count=3121 2605 1052 1553 1302 573
is_linear=0
shrinkage=0.00196078


Tree=8349
num_leaves=6
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split_feature=16 4 0 3 1
split_gain=1.1271e-05 4.17131e-05 3.02363e-05 2.96284e-05 5.17544e-05
threshold=0.38525000000000004 -0.27825499999999997 -0.077999999999999986 0.090900000000000009 0.094090000000000021
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.019780614566319459 0.0093702948000425109 -0.02198848784559615 0.015440788831968214 0.0075773587353758264 0.0065481925839472703
leaf_weight=0.0010668496802383118 0.0010781272407023876 0.0014041321921864382 0.0012590614378311512 0.0018322232093599495 0.0011610479676619578
leaf_count=155 311 1516 674 229 236
internal_value=0 -0.00164362 0.00177714 -0.00213502 -0.00907226
internal_weight=0 0.00672331 0.00565646 0.0043974 0.00256518
internal_count=3121 2810 2655 1981 1752
is_linear=0
shrinkage=0.1


Tree=8350
num_leaves=7
num_cat=0
split_feature=11 48 2 52 13 2
split_gain=7.08448e-05 6.15415e-05 7.42152e-05 3.53286e-05 4.66765e-05 3.74641e-05
threshold=0.078065000000000009 0.088965000000000002 0.11237500000000002 0.084960000000000022 -0.081224999999999978 0.083215000000000011
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 -5 5 -7
leaf_value=0.00029986281924962899 -0.00049583928778921312 0.00035324882531857636 0.00041937024953265069 -0.00042576020957492286 -1.4046763909117365e-06 -0.00048166600273994928
leaf_weight=0.0010585744919278037 0.0010108650611727584 0.0019982385298641528 0.0010917097247536232 0.0012810751921187879 0.0016094817149421409 0.0010203982164421208
leaf_count=522 211 418 349 762 403 456
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internal_weight=0 0.00805948 0.00606124 0.00496953 0.00368845 0.00262988
internal_count=3121 2910 2492 2143 1381 859
is_linear=0
shrinkage=0.00196078


Tree=8351
num_leaves=7
num_cat=0
split_feature=131 13 160 16 0 4
split_gain=2.5136e-05 3.55955e-05 3.54092e-05 4.03177e-05 3.04887e-05 1.60375e-05
threshold=0.078765000000000016 -0.076599999999999988 -0.080719999999999986 -0.018494999999999998 -0.084269999999999984 0.033845000000000007
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 -5 -6 -7
leaf_value=8.3713481906162066e-06 -0.00029919595865497163 0.00026809453191116287 0.00021282459529684483 -0.00037084433014221668 0.00046336215084437495 -0.00011478420081601527
leaf_weight=0.0011318628455525904 0.0010038787950700971 0.0010137518316138266 0.0010026847334174663 0.0017077294864769718 0.0011330599583294295 0.0013452849348297357
leaf_count=687 516 251 570 506 365 226
internal_value=0 3.16251e-05 -5.96794e-05 -0.000141609 0.000235987 2.51189e-05
internal_weight=0 0.00733437 0.00506945 0.0040557 0.00226492 0.00234797
internal_count=3121 2605 1553 1302 1052 796
is_linear=0
shrinkage=0.00196078


Tree=8352
num_leaves=6
num_cat=0
split_feature=0 13 49 47 1
split_gain=1.16273e-05 1.87158e-05 3.24578e-05 4.71976e-05 3.87643e-05
threshold=1.0000000180025095e-35 -0.084034999999999985 -0.054984999999999992 0.092530000000000015 0.095285000000000022
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=0.0017395217668216521 0.0016915990273562225 0.0010460747926128765 0.0011063185910922893 0.001175822614274416 0.0010582298205336026
leaf_count=867 325 193 1268 211 257
internal_value=0 -0.00214611 -0.00562688 -0.000813092 0.00794783
internal_weight=0 0.00612597 0.00438645 0.00334037 0.00216455
internal_count=3121 2796 1929 1736 1525
is_linear=0
shrinkage=0.1


Tree=8353
num_leaves=7
num_cat=0
split_feature=131 12 52 49 0 1
split_gain=2.17391e-05 3.48875e-05 7.14778e-05 5.84835e-05 4.22123e-05 9.96641e-05
threshold=0.078765000000000016 0.098810000000000023 0.091275000000000009 -0.048674999999999989 -0.083914999999999976 0.10612500000000001
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 4 -6 -7
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leaf_weight=0.0013423289022715928 0.0010157507936401208 0.0011513060735144224 0.0013532773741633704 0.0013012686142551775 0.0011872773168579579 0.0010872004856694916
leaf_count=266 516 406 449 660 692 132
internal_value=0 2.85759e-05 8.61729e-05 -2.36343e-05 -0.000154641 -4.43727e-06
internal_weight=0 0.00742266 0.00627135 0.00491808 0.00357575 0.00238847
internal_count=3121 2605 2199 1750 1484 792
is_linear=0
shrinkage=0.00196078


Tree=8354
num_leaves=7
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split_feature=12 16 52 0 43 3
split_gain=1.12288e-05 2.3673e-05 6.9498e-05 4.48804e-05 5.62032e-05 4.15044e-05
threshold=0.10408500000000002 -0.36241499999999999 0.096795000000000006 -0.053834999999999994 -0.063379999999999978 0.090900000000000009
decision_type=2 2 2 2 2 2
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leaf_value=-0.0097727670500562507 -0.0099878804446248311 0.024554635804134414 0.027974407941832775 -0.0174549666107679 -0.018785672677304421 0.0095120456985890063
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internal_weight=0 0.00681096 0.00531543 0.00429826 0.00309217 0.00207575
internal_count=3121 2781 2428 2000 1692 913
is_linear=0
shrinkage=0.1


Tree=8355
num_leaves=6
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split_feature=52 0 47 49 2
split_gain=1.44833e-05 2.21444e-05 3.66013e-05 3.26672e-05 2.2394e-05
threshold=0.11434500000000002 -0.019414999999999998 1.0000000180025095e-35 -0.054984999999999992 0.090050000000000005
decision_type=2 2 2 2 2
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leaf_count=264 501 307 336 1047 666
internal_value=0 0.00160882 -0.0016438 0.00403323 0.0105106
internal_weight=0 0.00673252 0.00509404 0.00351665 0.0024225
internal_count=3121 2620 2313 1977 1713
is_linear=0
shrinkage=0.1


Tree=8356
num_leaves=6
num_cat=0
split_feature=160 42 151 16 2
split_gain=1.20305e-05 3.51754e-05 3.02916e-05 5.52816e-05 3.86141e-05
threshold=-1.0000000180025095e-35 -0.025789999999999997 -0.0083949999999999979 0.16703000000000004 0.086885000000000004
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
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leaf_count=970 579 302 500 287 483
internal_value=0 0.00202695 0.00545019 0.00937715 0.0165834
internal_weight=0 0.00603053 0.00502165 0.00399926 0.0029071
internal_count=3121 2151 1572 1270 983
is_linear=0
shrinkage=0.1


Tree=8357
num_leaves=7
num_cat=0
split_feature=131 13 47 16 160 0
split_gain=2.72781e-05 4.66176e-05 5.11684e-05 4.84116e-05 6.1111e-05 6.63815e-05
threshold=0.078765000000000016 -0.23438999999999996 0.10621500000000002 -0.29154999999999992 -0.064219999999999985 -0.082974999999999979
decision_type=2 2 2 2 2 2
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leaf_weight=0.0010217997165810839 0.0010518606547599693 0.0011466747255572691 0.001122688989531424 0.0010927325177286641 0.0017984850744968272 0.0014663103841532036
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internal_weight=0 0.00764869 0.00662689 0.0055042 0.00435753 0.0032648
internal_count=3121 2605 2467 2343 2080 1561
is_linear=0
shrinkage=0.00196078


Tree=8358
num_leaves=7
num_cat=0
split_feature=52 0 4 1 1 2
split_gain=1.22187e-05 2.00587e-05 3.2405e-05 2.31346e-05 2.77199e-05 4.13143e-05
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decision_type=2 2 2 2 2 2
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leaf_count=1319 501 199 298 397 242 165
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internal_weight=0 0.00672281 0.00225847 0.00446434 0.00343379 0.00203519
internal_count=3121 2620 497 2123 804 562
is_linear=0
shrinkage=0.1


Tree=8359
num_leaves=7
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split_feature=50 15 16 43 0 4
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threshold=0.088425000000000017 -0.15026499999999995 -0.36241499999999999 -0.053764999999999993 -0.053834999999999994 -0.033174999999999989
decision_type=2 2 2 2 2 2
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internal_weight=0 0.00765225 0.0066334 0.00557633 0.002427 0.00314933
internal_count=3121 2561 2235 2019 950 1069
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Tree=8360
num_leaves=6
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split_feature=1 48 0 16 16
split_gain=1.23335e-05 3.95683e-05 4.84911e-05 4.51468e-05 1.86259e-05
threshold=0.111945 0.083985000000000018 -0.10224499999999999 -0.022939999999999999 -0.071854999999999988
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -2
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leaf_value=-0.025401421038696088 0.015104444193474842 0.010991892159752418 0.013960152897588556 -0.011984923059445091 -0.0025725144977283266
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internal_value=0 -0.00272195 -0.00807329 -0.000857776 0.00591052
internal_weight=0 0.00539169 0.00387832 0.00273814 0.00238817
internal_count=3121 2624 2178 1892 497
is_linear=0
shrinkage=0.1


Tree=8361
num_leaves=6
num_cat=0
split_feature=50 160 4 1 3
split_gain=1.20915e-05 1.91978e-05 2.55598e-05 2.45288e-05 2.69442e-05
threshold=0.079410000000000008 -0.027994999999999996 0.24564500000000003 0.086560000000000012 -0.055119999999999995
decision_type=2 2 2 2 2
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internal_value=0 0.00149084 -0.00116893 -0.00509953 0.00209717
internal_weight=0 0.00671891 0.00538551 0.00406292 0.00218685
internal_count=3121 2512 1887 1595 1130
is_linear=0
shrinkage=0.1


Tree=8362
num_leaves=6
num_cat=0
split_feature=16 1 43 4 2
split_gain=1.26882e-05 4.21797e-05 3.0947e-05 4.78912e-05 5.40625e-05
threshold=0.38525000000000004 0.077565000000000009 -0.0024749999999999993 0.0052350000000000009 0.11215000000000001
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_count=1511 311 665 320 166 148
internal_value=0 -0.00168138 0.00328609 -0.0024716 0.00634782
internal_weight=0 0.00667981 0.00480293 0.0031713 0.00209318
internal_count=3121 2810 1299 634 314
is_linear=0
shrinkage=0.1


Tree=8363
num_leaves=7
num_cat=0
split_feature=1 12 52 16 151 2
split_gain=1.22788e-05 3.99297e-05 2.87837e-05 3.63091e-05 3.22451e-05 0.000108987
threshold=0.12873500000000002 0.098810000000000023 -0.087769999999999987 -0.0064149999999999997 -0.0083949999999999979 0.09142500000000002
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 -5 5 -7
leaf_value=-0.013317939798468879 0.0099824718555677049 -0.018803558392928008 -0.015079641285634927 0.019299779274490666 -0.016011449377532436 0.028517290547141746
leaf_weight=0.0010217030262294922 0.0010531787383600616 0.0011263232279255121 0.0010260784853760594 0.0013101360442102921 0.0010926310120172153 0.0011060849093000216
leaf_count=531 254 419 300 323 955 339
internal_value=0 -0.00163483 0.00184525 0.00526147 -0.000441875 0.00638916
internal_weight=0 0.00668296 0.00555663 0.00453493 0.00322479 0.00219872
internal_count=3121 2867 2448 1917 1594 1294
is_linear=0
shrinkage=0.1


Tree=8364
num_leaves=7
num_cat=0
split_feature=131 15 151 13 3 43
split_gain=2.60615e-05 4.06315e-05 3.13613e-05 4.12176e-05 4.38895e-05 2.31386e-05
threshold=0.078765000000000016 -0.11713499999999999 -0.024429999999999997 -0.095304999999999987 0.083060000000000009 -0.084999999999999978
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=-0.00024899632299141429 -0.00029801943424642951 0.00039397255875695799 0.00035460814977883378 0.00027964339919579984 -0.00035769143751631261 -0.00012051846324611325
leaf_weight=0.0015270668103595413 0.0010212841147644236 0.0011919299833919412 0.0011827342792059665 0.0012184370999974833 0.0012825135765138196 0.0010211540626888559
leaf_count=400 516 387 180 307 142 1189
internal_value=0 3.60564e-05 0.000109876 3.79021e-05 -6.84489e-05 9.71874e-05
internal_weight=0 0.00742384 0.00589677 0.00470484 0.0035221 0.00223959
internal_count=3121 2605 2205 1818 1638 1496
is_linear=0
shrinkage=0.00196078


Tree=8365
num_leaves=6
num_cat=0
split_feature=11 48 42 3 16
split_gain=4.19126e-05 5.05393e-05 6.28804e-05 3.43999e-05 2.54825e-05
threshold=1.0000000180025095e-35 0.088965000000000002 0.086325000000000013 -0.078584999999999988 -0.0073349999999999986
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.00035703650705805313 -0.00038333043783043015 0.00031595434173920222 -0.00040186510471632643 -0.00021746936876004268 0.00013668923849881497
leaf_weight=0.0011671204688152325 0.001002757674528558 0.001946308136085228 0.0014551022663932857 0.0015368754878210451 0.0015883627860711496
leaf_count=905 244 415 962 366 229
internal_value=0 4.28637e-05 -4.96152e-05 6.97969e-05 -3.74727e-05
internal_weight=0 0.00769377 0.00574746 0.00429236 0.00312524
internal_count=3121 2877 2462 1500 595
is_linear=0
shrinkage=0.00196078


Tree=8366
num_leaves=7
num_cat=0
split_feature=131 13 0 457 13 16
split_gain=2.26809e-05 3.56008e-05 3.85927e-05 3.37711e-05 3.78226e-05 2.16948e-05
threshold=0.078765000000000016 -0.076599999999999988 -0.084269999999999984 0.045365000000000009 0.11217000000000001 -0.074319999999999983
decision_type=2 2 2 2 2 2
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right_child=-2 3 -4 -5 -6 -7
leaf_value=-2.1486917305567162e-05 -0.00028085475131376666 -0.00048003028543933433 0.00048461417484347012 0.00025429328737147422 0.00012875575072089179 -0.00012589298338849003
leaf_weight=0.0011556933450218992 0.0010229487572215928 0.0011399770991059105 0.0011614492057144005 0.0010418101892528276 0.0013389143339251346 0.0015964801065658329
leaf_count=687 516 525 365 173 192 663
internal_value=0 3.05517e-05 0.000232192 -6.07543e-05 -0.000141292 -0.000273423
internal_weight=0 0.00743432 0.00231714 0.00511718 0.00407537 0.00273646
internal_count=3121 2605 1052 1553 1380 1188
is_linear=0
shrinkage=0.00196078


Tree=8367
num_leaves=7
num_cat=0
split_feature=457 1 49 12 1 0
split_gain=1.30286e-05 3.45694e-05 2.82464e-05 4.21068e-05 4.76409e-05 2.29694e-05
threshold=0.045365000000000009 0.12811000000000003 -0.006494999999999999 0.09334000000000002 0.094465000000000007 -0.060129999999999996
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.019858110476056096 0.0096698529940609304 0.015334003812794816 -0.015362581016652012 -0.017271726930817997 0.020309640259524336 0.0054194572832952995
leaf_weight=0.0010243940172994254 0.0011688119006733645 0.001000256107085892 0.0010280319497898236 0.0012325922447237935 0.0011988690042210319 0.0011018454423727792
leaf_count=347 289 243 1180 712 229 121
internal_value=0 -0.00178664 -0.0048525 -0.00148251 0.00436404 -0.00461145
internal_weight=0 0.00658599 0.00558573 0.00456134 0.00332875 0.00212988
internal_count=3121 2832 2589 2242 1530 1301
is_linear=0
shrinkage=0.1


Tree=8368
num_leaves=6
num_cat=0
split_feature=15 43 42 2 2
split_gain=1.34629e-05 2.3838e-05 3.86136e-05 4.11735e-05 6.90358e-05
threshold=-0.11713499999999999 -0.17390999999999998 0.086325000000000013 0.084245000000000014 0.098260000000000014
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
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leaf_value=-0.0086062235662154752 0.014600060278133356 0.020556375781489493 -0.017796436118506443 -0.020436969013316361 0.010678497397471056
leaf_weight=0.0014870037712375267 0.0012076267281384018 0.0010453520719255083 0.0010807234747675365 0.0012421369036145899 0.0016740443241085772
leaf_count=484 184 383 950 685 435
internal_value=0 0.00198049 -0.00104192 0.00352879 -0.00257502
internal_weight=0 0.00624988 0.00504226 0.00396153 0.00291618
internal_count=3121 2637 2453 1503 1120
is_linear=0
shrinkage=0.1


Tree=8369
num_leaves=6
num_cat=0
split_feature=42 160 43 16 48
split_gain=2.02216e-05 4.25499e-05 3.44142e-05 4.78904e-05 2.80077e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 0.071345000000000006 0.086260000000000017
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
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leaf_value=-0.00022088185933747537 -0.00023781707622041638 0.00038250896155346737 0.00033812629845349175 -0.00033729087119374867 -4.7639465408686934e-05
leaf_weight=0.0013709005470712047 0.0016310371768964507 0.0014448661761073929 0.0015395586640505525 0.0010186143486299879 0.0013652396887163631
leaf_count=862 828 482 598 202 149
internal_value=0 3.95385e-05 0.000123807 2.85355e-05 0.000156818
internal_weight=0 0.00699932 0.00536828 0.00392341 0.0029048
internal_count=3121 2259 1431 949 747
is_linear=0
shrinkage=0.00196078


Tree=8370
num_leaves=7
num_cat=0
split_feature=52 13 3 15 2 12
split_gain=1.35373e-05 2.68056e-05 2.78571e-05 4.03775e-05 1.63162e-05 7.40522e-06
threshold=0.11434500000000002 -0.084034999999999985 0.097915000000000016 -0.053579999999999996 0.10005000000000001 0.082480000000000012
decision_type=2 2 2 2 2 2
left_child=1 4 3 -3 -1 -5
right_child=-2 2 -4 5 -6 -7
leaf_value=0.0023651456872780478 -0.010631342535568055 0.014959597295263652 -0.015924619999630369 -0.0010913907185294541 0.019991781033542429 -0.013241897580971568
leaf_weight=0.0010776787608801108 0.0010457113434835224 0.0013970080218843862 0.0011799363865855061 0.0010005617206626798 0.0010242690974805295 0.0010058129864079285
leaf_count=589 501 619 133 174 187 918
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internal_weight=0 0.00668527 0.00458332 0.00340338 0.00210195 0.00200637
internal_count=3121 2620 1844 1711 776 1092
is_linear=0
shrinkage=0.1


Tree=8371
num_leaves=6
num_cat=0
split_feature=49 15 13 15 16
split_gain=1.27903e-05 1.7481e-05 2.5615e-05 2.51968e-05 2.31013e-05
threshold=-0.047584999999999995 -0.055554999999999993 0.0076650000000000008 -0.15026499999999995 0.054560000000000004
decision_type=2 2 2 2 2
left_child=-1 3 4 -2 -3
right_child=1 2 -4 -5 -6
leaf_value=0.0075164118462250559 0.0026544419044111909 0.017068380242010201 -0.0099109123038363025 -0.017745711042880724 -0.0027950778902799253
leaf_weight=0.0017341478323757266 0.0010859863246805612 0.0013154122661541482 0.00115941642925309 0.0013682885702186111 0.001055158017483599
leaf_count=403 351 1117 318 693 239
internal_value=0 -0.00223699 0.00226965 -0.0087189 0.00822701
internal_weight=0 0.00598426 0.00352999 0.00245427 0.00237057
internal_count=3121 2718 1674 1044 1356
is_linear=0
shrinkage=0.1


Tree=8372
num_leaves=5
num_cat=0
split_feature=15 3 0 49
split_gain=1.17935e-05 2.36947e-05 3.29765e-05 4.36671e-05
threshold=-0.11713499999999999 -0.086554999999999979 -0.082974999999999979 -0.006494999999999999
decision_type=2 2 2 2
left_child=-1 -2 3 -3
right_child=1 2 -4 -5
leaf_value=-0.0080540363384706288 0.011666767247350718 -0.0077480716813080625 -0.012267048228843117 0.018091095261957065
leaf_weight=0.0014833755768419382 0.0017672581191382399 0.001305172420821792 0.0018417477110935125 0.0013109583489249947
leaf_count=484 784 281 917 655
internal_value=0 0.00186815 -0.00201636 0.00520009
internal_weight=0 0.00622514 0.00445788 0.00261613
internal_count=3121 2637 1853 936
is_linear=0
shrinkage=0.1


Tree=8373
num_leaves=6
num_cat=0
split_feature=52 2 43 12 1
split_gain=1.26727e-05 3.09184e-05 2.73077e-05 6.27021e-05 5.08542e-05
threshold=-0.057699999999999994 0.089885000000000007 -0.15582499999999996 0.090840000000000018 0.094385000000000011
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.0070043152471640354 0.011874262796851163 0.015334868253404091 -0.01405441772608446 -0.026002324712782139 0.012398368377326566
leaf_weight=0.0010841212255128963 0.0010098966393798795 0.0014458267923791862 0.0012555144411728429 0.0011768978798178589 0.0017256042042575819
leaf_count=397 165 529 1017 674 339
internal_value=0 0.00576219 -0.00287566 -0.00645811 0.00125763
internal_weight=0 0.00252995 0.00516791 0.00415802 0.00298112
internal_count=3121 926 2195 2030 1356
is_linear=0
shrinkage=0.1


Tree=8374
num_leaves=6
num_cat=0
split_feature=42 157 0 16 16
split_gain=1.56955e-05 3.10738e-05 5.80291e-05 5.70007e-05 3.71317e-05
threshold=0.091735000000000025 -1.0000000180025095e-35 -0.019414999999999998 -0.056919999999999991 -0.27167499999999994
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.00027463109997375216 -0.00021272104325591927 -0.00014530023265839337 0.00041270103973903581 -0.00038310010808511902 0.00028765364711568766
leaf_weight=0.0011000049489855801 0.0012209762841572883 0.0012880588563992765 0.0015333326743321571 0.0012573829441825182 0.0018633072068013116
leaf_count=507 667 257 198 605 887
internal_value=0 2.80941e-05 8.41349e-05 -3.01382e-05 0.000110692
internal_weight=0 0.00704209 0.00594208 0.00440875 0.00315137
internal_count=3121 2454 1947 1749 1144
is_linear=0
shrinkage=0.00196078


Tree=8375
num_leaves=6
num_cat=0
split_feature=13 39 15 2 4
split_gain=2.41199e-05 3.23421e-05 4.03425e-05 6.31011e-05 9.12003e-05
threshold=-0.23438999999999996 0.056590000000000008 -0.11713499999999999 0.091545000000000015 0.0061450000000000003
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
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leaf_value=0.00027256274516709346 -0.00041352948193199154 0.00027636071174248013 -0.00011808962293340138 -0.000289567168607952 0.00057713062771985952
leaf_weight=0.0010677388891829299 0.0012368274266170189 0.0010445294373718087 0.0018111786863945526 0.001986054567326671 0.0012101898357645879
leaf_count=169 286 327 1356 822 161
internal_value=0 -4.2989e-05 -9.64094e-05 -1.80812e-05 0.000160376
internal_weight=0 0.00728878 0.00624425 0.00500742 0.00302137
internal_count=3121 2952 2625 2339 1517
is_linear=0
shrinkage=0.00196078


Tree=8376
num_leaves=7
num_cat=0
split_feature=131 13 0 3 15 15
split_gain=2.39776e-05 3.92605e-05 3.56713e-05 2.89322e-05 6.11956e-05 2.95959e-05
threshold=0.078765000000000016 -0.076599999999999988 -0.084269999999999984 0.10893000000000001 -1.0000000180025095e-35 -0.095869999999999983
decision_type=2 2 2 2 2 2
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right_child=-2 3 -4 -5 -6 -7
leaf_value=4.4786197683802783e-06 -0.00028817588936818928 4.5078634717480197e-06 0.00049278835559393545 -0.00031697284872156595 -0.00025835043740399504 0.00046621449972615933
leaf_weight=0.0011606387563837311 0.0010099347979144252 0.0010327249209773509 0.0011401755960881374 0.0012819551231376611 0.0016635669262724255 0.00110480928173889
leaf_count=687 516 262 365 106 785 400
internal_value=0 3.39481e-05 0.000246462 -6.2245e-05 2.36643e-05 0.000243146
internal_weight=0 0.00738387 0.00230081 0.00508306 0.0038011 0.00213753
internal_count=3121 2605 1052 1553 1447 662
is_linear=0
shrinkage=0.00196078


Tree=8377
num_leaves=6
num_cat=0
split_feature=50 16 0 4 15
split_gain=1.19279e-05 1.66962e-05 2.97995e-05 2.72788e-05 5.59701e-05
threshold=0.079410000000000008 0.0047850000000000011 -0.05208999999999999 0.0061450000000000003 -0.095869999999999983
decision_type=2 2 2 2 2
left_child=1 3 -3 -1 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.014206203242091804 -0.01000504897291807 0.021125235662180806 -0.00043800718269446163 -0.0093212216991958828 0.020567003866291806
leaf_weight=0.0013489139300371985 0.0010404068281317271 0.0010114047178964142 0.0017494270527577999 0.0014766847226234516 0.001088317016415748
leaf_count=1185 609 423 295 341 268
internal_value=0 0.00150655 0.00746148 -0.00269399 0.0033602
internal_weight=0 0.00667475 0.00276083 0.00391392 0.002565
internal_count=3121 2512 718 1794 609
is_linear=0
shrinkage=0.1


Tree=8378
num_leaves=6
num_cat=0
split_feature=13 3 0 1 52
split_gain=3.86269e-05 2.76753e-05 4.24595e-05 3.72853e-05 3.08705e-05
threshold=-0.23438999999999996 0.076840000000000006 -0.060129999999999996 0.090405000000000013 -0.066844999999999988
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -3
right_child=1 4 -4 -5 -6
leaf_value=0.00033969005124779704 -0.00040413719351659581 -0.00047103430752990833 0.00025186110430544268 5.8404866073142197e-05 -3.2827790245865344e-05
leaf_weight=0.0010978339130997359 0.0010999084855198508 0.0010832572958718928 0.0019896929943072073 0.0017143801250904145 0.0014393279433264896
leaf_count=169 1689 116 446 545 156
internal_value=0 -5.46997e-05 3.26272e-05 -0.00012237 -0.000221004
internal_weight=0 0.00732657 0.00480398 0.00281429 0.00252259
internal_count=3121 2952 2680 2234 272
is_linear=0
shrinkage=0.00196078


Tree=8379
num_leaves=6
num_cat=0
split_feature=0 13 2 48 0
split_gain=1.18062e-05 1.81215e-05 2.79271e-05 4.9367e-05 2.96369e-05
threshold=1.0000000180025095e-35 -0.084034999999999985 0.11215000000000001 0.083985000000000018 -0.077999999999999986
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.0065467527673228375 0.0073848413426838514 -0.020784500703993028 -0.018947097124374632 0.017629521655201621 0.0026265876172494465
leaf_weight=0.0017287141180265227 0.0016752582654800188 0.0010952176325638909 0.0011460666026662739 0.0010013492646324612 0.0010680851184777995
leaf_count=867 325 918 314 274 423
internal_value=0 -0.00210318 -0.00557203 -0.000728302 -0.00922577
internal_weight=0 0.00603943 0.00431072 0.00316465 0.0021633
internal_count=3121 2796 1929 1615 1341
is_linear=0
shrinkage=0.1


Tree=8380
num_leaves=7
num_cat=0
split_feature=131 13 160 15 2 47
split_gain=2.23649e-05 3.11865e-05 3.21656e-05 5.13852e-05 2.84581e-05 2.3688e-05
threshold=0.078765000000000016 -0.076599999999999988 -0.080719999999999986 -0.0040799999999999994 0.10005000000000001 0.092710000000000015
decision_type=2 2 2 2 2 2
left_child=1 4 -3 5 -1 -4
right_child=-2 2 3 -5 -6 -7
leaf_value=1.9465404930085279e-05 -0.00027239276179589459 0.00026082751458643763 0.00021292520085701696 -0.00040350184024034742 0.00045745959447548019 -0.0001762963299547833
leaf_weight=0.0011941794631725722 0.001012141962860709 0.0010375068833214244 0.0014369438002057901 0.0015707022858908659 0.0010917430858792935 0.0010335767324492918
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internal_value=0 3.84605e-05 -4.71427e-05 -0.000126208 0.000228649 5.00889e-05
internal_weight=0 0.00736465 0.00507873 0.00404122 0.00228592 0.00247052
internal_count=3121 2605 1553 1302 1052 573
is_linear=0
shrinkage=0.00196078


Tree=8381
num_leaves=7
num_cat=0
split_feature=131 13 0 160 15 47
split_gain=2.39565e-05 3.62652e-05 3.28052e-05 2.59045e-05 4.61933e-05 2.83484e-05
threshold=0.078765000000000016 -0.076599999999999988 -0.084269999999999984 -0.080719999999999986 -0.0040799999999999994 0.092710000000000015
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=5.0404215192259442e-06 -0.00028826854761350299 0.00022189593904964095 0.00047583998020430014 0.00021827015835196404 -0.00039346187771112997 -0.00020822039221308705
leaf_weight=0.0011398614189217916 0.0010042422289481259 0.0010130393537836815 0.0011362360693254058 0.0014205837902196718 0.0015551487271800615 0.001036303951610678
leaf_count=687 516 251 365 460 729 113
internal_value=0 3.47343e-05 0.000240065 -5.827e-05 -0.000129012 3.83784e-05
internal_weight=0 0.00730117 0.0022761 0.00502508 0.00401204 0.00245689
internal_count=3121 2605 1052 1553 1302 573
is_linear=0
shrinkage=0.00196078


Tree=8382
num_leaves=6
num_cat=0
split_feature=42 0 49 15 1
split_gain=1.19842e-05 2.73305e-05 3.26889e-05 4.89947e-05 4.21223e-05
threshold=0.091735000000000025 0.041630000000000007 -0.0060549999999999988 -0.016799999999999995 0.111945
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_count=508 667 215 620 919 192
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internal_weight=0 0.00658504 0.00537209 0.00364866 0.00204534
internal_count=3121 2454 2239 1731 812
is_linear=0
shrinkage=0.1


Tree=8383
num_leaves=6
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split_feature=15 0 49 3 4
split_gain=1.15979e-05 3.30486e-05 4.96497e-05 2.20113e-05 2.61276e-05
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decision_type=2 2 2 2 2
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leaf_count=163 475 1016 216 233 1018
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internal_weight=0 0.00377487 0.0022593 0.00393422 0.00223593
internal_count=3121 1395 379 1726 1493
is_linear=0
shrinkage=0.1


Tree=8384
num_leaves=6
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split_feature=4 52 2 52 4
split_gain=1.96222e-05 3.30449e-05 4.6292e-05 5.4097e-05 6.26744e-05
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decision_type=2 2 2 2 2
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leaf_count=422 426 468 454 1086 265
internal_value=0 -5.80619e-05 -0.00012135 -1.24123e-05 0.000137542
internal_weight=0 0.00635367 0.00529334 0.00391242 0.00274944
internal_count=3121 2695 2227 1773 1351
is_linear=0
shrinkage=0.00196078


Tree=8385
num_leaves=7
num_cat=0
split_feature=1 42 150 12 16 0
split_gain=3.29985e-05 4.27734e-05 6.09672e-05 4.74032e-05 4.8754e-05 3.90035e-05
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decision_type=2 2 2 2 2 2
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leaf_count=1553 160 538 203 343 241 83
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internal_weight=0 0.00625952 0.00475371 0.00357581 0.00250125 0.00259298
internal_count=3121 1485 947 744 401 1636
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shrinkage=0.00196078


Tree=8386
num_leaves=7
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split_feature=131 13 2 160 16 0
split_gain=2.40965e-05 3.20178e-05 2.87702e-05 2.87273e-05 4.35942e-05 1.53614e-05
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decision_type=2 2 2 2 2 2
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leaf_count=802 522 251 244 120 506 676
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internal_weight=0 0.00728488 0.00225364 0.00503124 0.00401997 0.00233334
internal_count=3121 2599 1046 1553 1302 796
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Tree=8387
num_leaves=7
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split_feature=50 4 4 133 16 52
split_gain=1.20907e-05 2.17722e-05 1.84125e-05 2.51102e-05 5.80522e-05 5.88022e-05
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decision_type=2 2 2 2 2 2
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leaf_count=644 609 303 218 732 390 225
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internal_weight=0 0.00669112 0.00566559 0.00438577 0.00332808 0.00201755
internal_count=3121 2512 2209 1991 1259 615
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shrinkage=0.1


Tree=8388
num_leaves=7
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split_feature=13 12 0 48 15 15
split_gain=2.58689e-05 3.20518e-05 4.74412e-05 7.62317e-05 3.79209e-05 4.25148e-06
threshold=-0.23438999999999996 -0.010834999999999999 -0.053834999999999994 0.085130000000000025 1.0000000180025095e-35 -0.10091499999999999
decision_type=2 2 2 2 2 2
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leaf_value=0.00028167984344312633 0.00027111289756554007 0.00024634904941747069 -0.0004081000617048397 -0.0003449310445055797 -0.00011089714421309209 0.00042674527752564181
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leaf_count=169 345 123 389 331 1063 701
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internal_weight=0 0.00732381 0.00627173 0.0048102 0.00315129 0.00200912
internal_count=3121 2952 2607 2218 1887 824
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Tree=8389
num_leaves=6
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split_feature=3 457 3 12 4
split_gain=1.15839e-05 2.17571e-05 3.91846e-05 4.1826e-05 5.57226e-05
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decision_type=2 2 2 2 2
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internal_weight=0 0.00653554 0.00547279 0.00428445 0.00273051
internal_count=3121 2929 2683 2548 2147
is_linear=0
shrinkage=0.1


Tree=8390
num_leaves=7
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split_feature=131 13 0 457 16 1
split_gain=1.90016e-05 3.20398e-05 3.12713e-05 2.29452e-05 3.1246e-05 2.77206e-05
threshold=0.078765000000000016 -0.076599999999999988 -0.084269999999999984 0.045365000000000009 -0.074319999999999983 0.095025000000000012
decision_type=2 2 2 2 2 2
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internal_weight=0 0.00722123 0.00224927 0.00497195 0.00396698 0.00238389
internal_count=3121 2605 1052 1553 1380 753
is_linear=0
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Tree=8391
num_leaves=6
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split_feature=42 0 49 0 15
split_gain=1.23421e-05 2.27471e-05 3.14845e-05 4.34955e-05 4.1344e-05
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decision_type=2 2 2 2 2
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leaf_count=508 667 215 259 796 676
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internal_weight=0 0.00658784 0.00537577 0.00365228 0.00226929
internal_count=3121 2454 2239 1731 935
is_linear=0
shrinkage=0.1


Tree=8392
num_leaves=7
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split_feature=1 42 15 3 0 49
split_gain=2.59115e-05 3.80668e-05 3.21251e-05 3.63532e-05 5.3211e-05 6.66454e-06
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decision_type=2 2 2 2 2 2
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leaf_count=209 279 810 759 121 821 122
internal_value=0 -4.8408e-05 2.0885e-05 9.39342e-05 1.13589e-06 0.000210921
internal_weight=0 0.00708262 0.00574719 0.004604 0.00358659 0.00202454
internal_count=3121 2842 2032 1273 1064 243
is_linear=0
shrinkage=0.00196078


Tree=8393
num_leaves=7
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split_feature=131 13 457 16 1 2
split_gain=2.70279e-05 3.51267e-05 3.40208e-05 3.26873e-05 3.76988e-05 2.70664e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00734432 0.00506281 0.00403707 0.00242618 0.00228151
internal_count=3121 2605 1553 1380 959 1052
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Tree=8394
num_leaves=6
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split_gain=2.83605e-05 3.14837e-05 3.33083e-05 4.1347e-05 8.95742e-05
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decision_type=2 2 2 2 2
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internal_weight=0 0.00773329 0.00668165 0.00491208 0.00355442
internal_count=3121 2561 2219 1893 1770
is_linear=0
shrinkage=0.00196078


Tree=8395
num_leaves=6
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split_feature=49 1 42 4 12
split_gain=1.25435e-05 2.18594e-05 2.38646e-05 2.89344e-05 1.44324e-05
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decision_type=2 2 2 2 2
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internal_weight=0 0.00600342 0.00500328 0.00385059 0.00213385
internal_count=3121 2718 2474 1547 1157
is_linear=0
shrinkage=0.1


Tree=8396
num_leaves=7
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split_feature=131 13 0 3 1 0
split_gain=2.21737e-05 4.38419e-05 3.72508e-05 2.47669e-05 7.2572e-05 4.34384e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00755283 0.00235558 0.00519724 0.00389274 0.00227972
internal_count=3121 2605 1052 1553 1447 1052
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Tree=8397
num_leaves=6
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split_feature=52 160 52 1 47
split_gain=1.8385e-05 7.96712e-05 4.09357e-05 3.32745e-05 2.72999e-05
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decision_type=2 2 2 2 2
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leaf_count=680 753 923 246 400 119
internal_value=0 -7.05226e-05 0.000125551 4.18519e-05 0.000188305
internal_weight=0 0.0055603 0.00274687 0.0045234 0.00257247
internal_count=3121 2195 926 1442 519
is_linear=0
shrinkage=0.00196078


Tree=8398
num_leaves=7
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split_feature=131 13 47 1 2 12
split_gain=2.9015e-05 3.84774e-05 3.26477e-05 4.66537e-05 3.96471e-05 3.52748e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00758993 0.00658042 0.00549346 0.00364649 0.00240783
internal_count=3121 2605 2467 2343 1951 1325
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Tree=8399
num_leaves=6
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internal_weight=0 0.00593362 0.00471654 0.00361903 0.00259199
internal_count=3121 2695 2416 2126 1764
is_linear=0
shrinkage=0.1


Tree=8400
num_leaves=7
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split_feature=131 13 0 160 16 4
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internal_count=3121 2605 1052 1553 1302 796
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shrinkage=0.00196078


Tree=8401
num_leaves=6
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split_feature=43 3 3 2 4
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decision_type=2 2 2 2 2
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internal_value=0 0.000143666 -9.14839e-05 4.65397e-05 -0.000244843
internal_weight=0 0.00321243 0.00547521 0.00288168 0.00259353
internal_count=3121 1475 1646 356 1290
is_linear=0
shrinkage=0.00196078


Tree=8402
num_leaves=7
num_cat=0
split_feature=484 15 0 15 12 48
split_gain=1.16523e-05 1.98182e-05 5.70823e-05 3.18748e-05 3.69184e-05 2.62903e-05
threshold=0.073690000000000019 -0.031204999999999997 -0.10836499999999999 0.088345000000000021 0.051320000000000005 0.092475000000000016
decision_type=2 2 2 2 2 2
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leaf_value=-0.018343007337177843 0.0098892801616749723 -0.0015567947055374872 0.019030346677514107 0.0069606489781114571 -0.027273773351402533 0.0043286528777621942
leaf_weight=0.0010261854646119836 0.0010098585971068464 0.0011567573346480211 0.0014241873781178694 0.001079078174154847 0.0010788245954624302 0.0010197588658103114
leaf_count=225 394 140 871 657 719 115
internal_value=0 -0.00162418 0.00365797 -0.00715409 -0.013967 -0.00704278
internal_weight=0 0.00678479 0.00347013 0.00331466 0.00223558 0.00204594
internal_count=3121 2727 1211 1516 859 340
is_linear=0
shrinkage=0.1


Tree=8403
num_leaves=6
num_cat=0
split_feature=13 3 1 13 0
split_gain=2.9444e-05 3.65433e-05 4.77119e-05 2.41489e-05 3.96071e-05
threshold=-0.23438999999999996 0.097915000000000016 0.11551000000000002 -0.033284999999999988 -0.077809999999999976
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
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leaf_value=0.00028983070512368419 -0.0002395850807819946 -0.00029975489242775122 0.00041091365557145319 -0.00018629378182525132 0.0002676564951697513
leaf_weight=0.0011004711267605756 0.001789498536215722 0.0017719779770755204 0.0010028366500202737 0.0014259564215061073 0.0015337754740628543
leaf_count=169 1386 168 260 733 405
internal_value=0 -5.35535e-05 2.22912e-05 -5.97695e-05 4.89498e-05
internal_weight=0 0.00752405 0.00575207 0.00474923 0.00295973
internal_count=3121 2952 2784 2524 1138
is_linear=0
shrinkage=0.00196078


Tree=8404
num_leaves=7
num_cat=0
split_feature=131 13 0 160 16 0
split_gain=1.94704e-05 3.33722e-05 3.54508e-05 2.62045e-05 4.76169e-05 1.11209e-05
threshold=0.078765000000000016 -0.076599999999999988 -0.084269999999999984 -0.080719999999999986 -0.018494999999999998 -0.14920999999999998
decision_type=2 2 2 2 2 2
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right_child=-2 3 -4 4 -6 -7
leaf_value=-1.9198385138081256e-05 -0.00026416346427420939 0.00022000287878257317 0.00046777920566849296 -7.8467145555782914e-05 -0.0003817820048728216 0.00019180513766585061
leaf_weight=0.0011557217220111763 0.0010030249709600319 0.001014466801658803 0.0011432865078079319 0.0012444056977854469 0.0017051704140492495 0.001105148979115834
leaf_count=687 516 251 365 120 506 676
internal_value=0 2.70254e-05 0.000222973 -6.18421e-05 -0.000132358 4.86596e-05
internal_weight=0 0.0073682 0.00229901 0.00506919 0.00405473 0.00234955
internal_count=3121 2605 1052 1553 1302 796
is_linear=0
shrinkage=0.00196078


Tree=8405
num_leaves=6
num_cat=0
split_feature=160 42 43 16 48
split_gain=1.23416e-05 3.37925e-05 3.04783e-05 4.51456e-05 4.31132e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 -0.056919999999999991 0.086260000000000017
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0075314633149858624 -0.014433141731537294 0.018372820665551886 0.021744312431070788 -0.01467597359406592 -0.0048960761252110283
leaf_weight=0.0017487283007315297 0.0010363913983694765 0.0013309184704530744 0.0012380844252999727 0.0012559753661712234 0.0011926708742187029
leaf_count=970 720 482 498 322 129
internal_value=0 0.00200586 0.00540132 0.000718584 0.00867298
internal_weight=0 0.00605404 0.00501765 0.00368673 0.00243076
internal_count=3121 2151 1431 949 627
is_linear=0
shrinkage=0.1


Tree=8406
num_leaves=7
num_cat=0
split_feature=131 13 2 457 16 1
split_gain=1.97735e-05 3.15656e-05 3.5056e-05 3.25883e-05 3.27658e-05 4.01257e-05
threshold=0.078765000000000016 -0.076599999999999988 0.10005000000000001 0.045365000000000009 0.013515000000000001 0.10538500000000002
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=-1.1453003001314797e-05 -0.00026490026321805417 -0.00052762869039224265 0.0004758551764187518 0.00025494308764163439 8.1863649244188385e-05 -2.0873958351175912e-05
leaf_weight=0.0011928101938190275 0.0010012903860092612 0.001240292850778598 0.0010827661105340617 0.0010174064539899535 0.0015716276556526367 0.0011650202967078414
leaf_count=806 516 790 246 173 421 169
internal_value=0 2.9008e-05 0.000220418 -5.82044e-05 -0.000138316 -0.000282181
internal_weight=0 0.00726992 0.00227558 0.00499435 0.00397694 0.00240531
internal_count=3121 2605 1052 1553 1380 959
is_linear=0
shrinkage=0.00196078


Tree=8407
num_leaves=6
num_cat=0
split_feature=42 0 49 15 16
split_gain=1.31193e-05 2.56414e-05 3.07163e-05 4.63097e-05 4.64148e-05
threshold=0.091735000000000025 0.041630000000000007 -0.0060549999999999988 -0.016799999999999995 -0.090344999999999995
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.012295148985372102 -0.010011732664068717 0.014711903586815234 0.009290949368737136 0.016418576574392701 -0.020709592677974242
leaf_weight=0.00174349028829816 0.0011443364566430091 0.001215256640920548 0.001002869358449095 0.0016283496823054676 0.0010616069269547617
leaf_count=508 667 215 321 919 491
internal_value=0 0.00158002 -0.00135554 0.00380937 -0.0061361
internal_weight=0 0.00665157 0.00543632 0.00369283 0.00206448
internal_count=3121 2454 2239 1731 812
is_linear=0
shrinkage=0.1


Tree=8408
num_leaves=5
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split_feature=15 42 52 2
split_gain=1.3002e-05 4.43591e-05 5.64896e-05 4.22981e-05
threshold=1.0000000180025095e-35 0.079510000000000011 -0.081429999999999989 0.10613000000000002
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
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leaf_weight=0.0010400566968403269 0.0017422213910937099 0.0015766604461049287 0.0019551529488326513 0.0014664086883916351
leaf_count=369 1216 910 391 235
internal_value=0 0.00208613 0.00718129 0.000977538
internal_weight=0 0.00603828 0.00446162 0.00342156
internal_count=3121 1905 995 626
is_linear=0
shrinkage=0.1


Tree=8409
num_leaves=6
num_cat=0
split_feature=1 3 4 16 2
split_gain=2.28313e-05 3.94996e-05 2.5512e-05 3.15874e-05 4.71347e-05
threshold=0.10781 0.11296500000000002 -0.0016099999999999997 -0.078844999999999985 0.096540000000000015
decision_type=2 2 2 2 2
left_child=2 -2 3 -1 -5
right_child=1 -3 -4 4 -6
leaf_value=0.00029629857415755534 0.00030987687517946725 -0.00013652550453334595 -0.00026164972643610314 -0.00037114409457757316 0.00018046598295284858
leaf_weight=0.0010736699525635118 0.0018413883741685323 0.0013001661611054252 0.0019899310189585425 0.0012514685462300624 0.0011363765555460177
leaf_count=646 392 192 650 894 347
internal_value=0 0.000125128 -8.47364e-05 1.69663e-05 -0.000108633
internal_weight=0 0.00314155 0.00545145 0.00346152 0.00238785
internal_count=3121 584 2537 1887 1241
is_linear=0
shrinkage=0.00196078


Tree=8410
num_leaves=7
num_cat=0
split_feature=13 39 48 1 3 2
split_gain=1.78438e-05 2.83267e-05 3.55946e-05 5.62738e-05 3.58553e-05 5.86146e-05
threshold=-0.23438999999999996 0.056590000000000008 0.085845000000000019 0.111945 -0.087784999999999988 0.084055000000000005
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6
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leaf_value=0.00023080450174649411 0.00012909850231884154 0.00025843246813924483 -0.00032367365771217901 0.00040588459074757414 5.2916270729360018e-05 -0.00061275064119955722
leaf_weight=0.0010674233441858531 0.0013543139779843404 0.0010420702430502483 0.0017957171209492606 0.0010267564754842572 0.0010088217023189552 0.0010256012354330287
leaf_count=169 618 327 363 172 450 1022
internal_value=0 -4.07253e-05 -9.09157e-05 3.74359e-06 -0.000118101 -0.000282662
internal_weight=0 0.00725328 0.00621121 0.00441549 0.00338874 0.00203442
internal_count=3121 2952 2625 2262 2090 1472
is_linear=0
shrinkage=0.00196078


Tree=8411
num_leaves=7
num_cat=0
split_feature=52 457 43 1 4 13
split_gain=2.38574e-05 3.5607e-05 3.55514e-05 3.74931e-05 5.25394e-05 2.99259e-05
threshold=-0.21968999999999997 0.045365000000000009 -0.043144999999999996 0.111945 -1.0000000180025095e-35 -0.0030199999999999997
decision_type=2 2 2 2 2 2
left_child=-1 2 5 4 -4 -2
right_child=1 -3 3 -5 -6 -7
leaf_value=-0.00028467723266203926 0.00038022646160931978 0.00035880824664364112 2.9263103046339904e-07 0.00015835730437155555 -0.000524081415735687 -6.2195218102168619e-05
leaf_weight=0.0010234298066176357 0.0012448389003312573 0.0011098807035050898 0.0015401286780159797 0.001225107651723067 0.0014045871829559678 0.0011136776536876574
leaf_count=415 804 271 839 225 284 283
internal_value=0 3.41214e-05 -2.10785e-05 -0.000129901 -0.000249826 0.000171318
internal_weight=0 0.00763822 0.00652834 0.00416982 0.00294472 0.00235852
internal_count=3121 2706 2435 1348 1123 1087
is_linear=0
shrinkage=0.00196078


Tree=8412
num_leaves=6
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split_feature=4 42 43 2 16
split_gain=1.87976e-05 2.26444e-05 4.88826e-05 3.08955e-05 2.04213e-05
threshold=0.24564500000000003 -1.0000000180025095e-35 -0.052894999999999991 0.089885000000000007 0.033715000000000009
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.00030706989932786498 0.00016252214318911824 0.00028600409984279107 -0.00039093178275030968 0.00014955161101595438 -0.0002146697953270992
leaf_weight=0.0011357825096444214 0.0019823943914404132 0.0015810164645452809 0.0011607427852537953 0.0014205238389955817 0.0010145609486098875
leaf_count=797 426 910 511 292 185
internal_value=0 -5.63494e-05 -1.34213e-06 -0.000127683 -2.19868e-06
internal_weight=0 0.00631263 0.00517684 0.00359583 0.00243508
internal_count=3121 2695 1898 988 477
is_linear=0
shrinkage=0.00196078


Tree=8413
num_leaves=6
num_cat=0
split_feature=43 3 4 47 3
split_gain=2.16637e-05 5.43638e-05 4.16605e-05 3.71599e-05 5.2502e-05
threshold=-0.052894999999999991 -0.077774999999999983 -0.059649999999999988 0.077555000000000013 0.090900000000000009
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-9.1283363277936324e-05 -0.00033935542116681183 0.0004356237130440678 -0.00015688089061287281 -0.0002541336744016493 0.00041103442220244473
leaf_weight=0.0018436755190683069 0.0016652480170082102 0.0012724046434773343 0.001098740436226593 0.0011801527355380704 0.0014541233100004449
leaf_count=952 898 483 416 177 195
internal_value=0 0.000123871 -8.14529e-05 3.3594e-05 0.000166606
internal_weight=0 0.00311608 0.00539826 0.00373302 0.00255286
internal_count=3121 1435 1686 788 611
is_linear=0
shrinkage=0.00196078


Tree=8414
num_leaves=7
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split_feature=1 52 4 15 47 1
split_gain=2.34328e-05 3.79547e-05 7.59794e-05 2.41139e-05 3.73406e-05 1.5628e-05
threshold=0.090405000000000013 -0.077024999999999996 -0.083854999999999985 -0.10653 0.092530000000000015 0.10708500000000001
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -2 5 -5
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leaf_value=0.00017962732797719691 0.00026703555782783123 3.5958304257723701e-05 -0.00063876542367084517 0.00030303622860954792 -0.00031931937164212336 -4.0015871463323727e-05
leaf_weight=0.0011149859362533272 0.0017521506165420813 0.0015021587130874593 0.0011201279730986987 0.0010376668122784223 0.0010599495921946537 0.001005078867725998
leaf_count=460 345 385 1155 404 144 228
internal_value=0 -0.000123406 -0.000252255 8.31449e-05 -2.07016e-05 0.000134247
internal_weight=0 0.00373727 0.00262229 0.00485485 0.0031027 0.00204275
internal_count=3121 2000 1540 1121 776 632
is_linear=0
shrinkage=0.00196078


Tree=8415
num_leaves=7
num_cat=0
split_feature=13 48 1 160 1 0
split_gain=2.79309e-05 3.4571e-05 5.13874e-05 3.55233e-05 3.21743e-05 6.96326e-05
threshold=-0.23438999999999996 0.11280000000000003 0.111945 -1.0000000180025095e-35 0.093205000000000024 -0.084269999999999984
decision_type=2 2 2 2 2 2
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leaf_count=169 796 126 302 598 353 777
internal_value=0 -5.08777e-05 3.35171e-06 -9.55997e-05 -2.68978e-09 -0.000113811
internal_weight=0 0.00752113 0.00644809 0.00488653 0.00368246 0.00265769
internal_count=3121 2952 2826 2524 1728 1375
is_linear=0
shrinkage=0.00196078


Tree=8416
num_leaves=8
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split_feature=1 13 48 42 15 2 3
split_gain=2.37186e-05 4.50959e-05 3.32893e-05 4.7714e-05 3.78337e-05 3.26155e-05 2.99385e-05
threshold=0.10781 -0.059629999999999996 0.08975000000000001 0.084050000000000014 -0.0063699999999999989 0.097220000000000015 0.10732000000000001
decision_type=2 2 2 2 2 2 2
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leaf_value=-0.00033851745615583943 0.0004603991924070566 0.00020626348540582053 0.0002420273660248234 -0.00047356467234951113 -0.00011277641207862398 0.00036628419649496687 -0.0002630888840785876
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leaf_count=436 309 199 287 1049 578 187 76
internal_value=0 0.000133333 -7.99218e-05 -0.000152493 -2.46801e-05 0.000120277 -3.4264e-05
internal_weight=0 0.00316297 0.00547785 0.00447021 0.00319738 0.00218716 0.00209132
internal_count=3121 584 2537 2250 1201 765 275
is_linear=0
shrinkage=0.00196078


Tree=8417
num_leaves=7
num_cat=0
split_feature=13 39 48 0 15 0
split_gain=1.5693e-05 2.61123e-05 3.68917e-05 5.86229e-05 2.67105e-05 3.62325e-05
threshold=-0.23438999999999996 0.0046100000000000004 0.085845000000000019 -0.053834999999999994 1.0000000180025095e-35 -0.13027499999999997
decision_type=2 2 2 2 2 2
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internal_weight=0 0.00686294 0.00585133 0.00416463 0.0031593 0.00208679
internal_count=3121 2952 2622 2259 1927 863
is_linear=0
shrinkage=0.1


Tree=8418
num_leaves=6
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split_feature=4 4 3 13 43
split_gain=1.28292e-05 1.86337e-05 3.81837e-05 4.2046e-05 5.31109e-05
threshold=0.24564500000000003 0.055260000000000011 0.090900000000000009 -0.033284999999999988 -0.053764999999999993
decision_type=2 2 2 2 2
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leaf_weight=0.001126539866227775 0.0018686923351006936 0.0012226906947460266 0.0015099910065183488 0.0011091515409082206 0.0010125583227064928
leaf_count=1220 426 279 203 452 541
internal_value=0 -0.0023685 0.000460933 -0.00564677 0.00264348
internal_weight=0 0.00598093 0.00475824 0.00324825 0.00212171
internal_count=3121 2695 2416 2213 993
is_linear=0
shrinkage=0.1


Tree=8419
num_leaves=7
num_cat=0
split_feature=49 16 13 2 2 1
split_gain=2.75735e-05 3.9621e-05 5.23569e-05 6.01066e-05 5.01915e-05 1.8142e-05
threshold=-0.043469999999999995 0.38525000000000004 0.0076650000000000008 0.10613000000000002 0.088850000000000012 0.094090000000000021
decision_type=2 2 2 2 2 2
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leaf_value=9.2934541061133087e-06 -7.4345758226726082e-05 0.00028461220819917123 -0.00051588752933622928 -0.00032815961896923433 0.0004721837253949547 0.00038087681626963559
leaf_weight=0.0010099891728563069 0.001614804486193616 0.0010357957039424798 0.0011004355794121713 0.0016822242524687186 0.0010768779574327795 0.001010664506206583
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internal_value=0 -6.70506e-05 -0.000133588 -3.74054e-05 0.000144308 0.000195147
internal_weight=0 0.00651014 0.00547434 0.00437391 0.00269168 0.00202065
internal_count=3121 2696 2396 2047 1718 425
is_linear=0
shrinkage=0.00196078


Tree=8420
num_leaves=7
num_cat=0
split_feature=131 13 0 457 1 1
split_gain=1.95143e-05 3.14047e-05 3.19839e-05 2.68621e-05 4.24675e-05 6.34138e-05
threshold=0.078765000000000016 -0.076599999999999988 -0.084269999999999984 0.045365000000000009 0.111945 0.086560000000000012
decision_type=2 2 2 2 2 2
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leaf_value=-1.3103098065272746e-05 -0.00026234389282160328 1.2386107468708218e-05 0.00044468947858861775 0.00022244707567324381 0.00014732436489158968 -0.00058908543586996213
leaf_weight=0.0011797128470303836 0.001020575051549703 0.0014152370033085461 0.0011673583079624067 0.0010386104650152465 0.0013941919556376206 0.0012865987736235512
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internal_value=0 2.66919e-05 0.000214588 -5.91966e-05 -0.000130612 -0.000274031
internal_weight=0 0.00748171 0.00234707 0.00513464 0.00409603 0.00270184
internal_count=3121 2605 1052 1553 1380 1188
is_linear=0
shrinkage=0.00196078


Tree=8421
num_leaves=6
num_cat=0
split_feature=160 42 43 16 0
split_gain=1.26137e-05 3.66767e-05 3.15473e-05 4.63729e-05 3.51164e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 -0.056919999999999991 -0.18901999999999997
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0075794360650435853 -0.015028576098157415 0.018674939196057928 -0.0048007913101980222 -0.014775733857827525 0.019330734984551713
leaf_weight=0.0017542689798259606 0.0010434847585337045 0.0013464651454390881 0.0010683732058225513 0.0012611522754759075 0.0013844939921207914
leaf_count=970 720 482 98 322 529
internal_value=0 0.00204176 0.00556171 0.000807696 0.00881998
internal_weight=0 0.00610397 0.00506048 0.00371402 0.00245287
internal_count=3121 2151 1431 949 627
is_linear=0
shrinkage=0.1


Tree=8422
num_leaves=7
num_cat=0
split_feature=11 3 3 43 2 3
split_gain=4.76299e-05 4.96671e-05 3.70222e-05 6.01843e-05 2.44713e-05 5.53655e-05
threshold=1.0000000180025095e-35 -0.10519499999999998 -0.077774999999999983 -0.067199999999999996 0.11411 0.090900000000000009
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=0.00040488225339081659 -0.00041322528920567279 -0.00035190082138854349 0.00041003795222198445 -0.00028629732972651272 -0.00031006205237125973 0.00024795924092535602
leaf_weight=0.0012094914871102489 0.0010086556420115045 0.0011215616143976344 0.0012882367397555805 0.001301390513754835 0.0012065096967360162 0.0017467122942198166
leaf_count=177 244 1414 426 397 268 195
internal_value=0 3.93306e-05 -2.70116e-05 3.87277e-05 -7.36998e-05 1.98579e-05
internal_weight=0 0.0078739 0.00666441 0.00554285 0.00425461 0.0030481
internal_count=3121 2877 2700 1286 860 592
is_linear=0
shrinkage=0.00196078


Tree=8423
num_leaves=7
num_cat=0
split_feature=13 0 1 3 4 0
split_gain=2.41743e-05 2.21983e-05 2.85093e-05 3.5896e-05 4.9169e-05 4.13731e-05
threshold=-0.23438999999999996 -1.0000000180025095e-35 0.079415000000000013 0.10893000000000001 0.0061450000000000003 -0.10607499999999999
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=0.00026482240908698895 -0.0003950705659661538 0.00018207184475876897 -0.00021706716145421107 -0.00032823046462841321 0.00047442264301596806 -4.8156465237630624e-05
leaf_weight=0.0010938237549604777 0.0010275598765637235 0.0013334126889236464 0.0015373350549835164 0.0012358153134616121 0.0012667282224051008 0.0010782949090983231
leaf_count=169 1559 297 651 98 135 212
internal_value=0 -4.72622e-05 -9.70199e-05 -3.71811e-05 5.54644e-05 0.000234129
internal_weight=0 0.00747915 0.00614573 0.00511817 0.00388236 0.00234502
internal_count=3121 2952 2655 1096 998 347
is_linear=0
shrinkage=0.00196078


Tree=8424
num_leaves=7
num_cat=0
split_feature=13 39 151 0 0 2
split_gain=1.33154e-05 2.35847e-05 3.52796e-05 4.0412e-05 3.08887e-05 5.97266e-05
threshold=-0.23438999999999996 0.0046100000000000004 -0.044604999999999992 -0.053834999999999994 -0.084269999999999984 0.089125000000000024
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=0.010652059132183448 -0.020770181825140149 0.012401084473553948 -0.01907655072477351 -0.016963427157100759 0.01939293271523268 0.011427515441463525
leaf_weight=0.001003265779285013 0.0010452757443900557 0.0010138305119808348 0.0010882378965335446 0.0011383437206985789 0.0010197873695467052 0.0015649166903384201
leaf_count=169 368 330 625 354 944 331
internal_value=0 -0.00168087 -0.0041186 -0.000500959 0.0046012 -0.00108426
internal_weight=0 0.00687039 0.00585656 0.00481129 0.00367294 0.00265315
internal_count=3121 2952 2622 2254 1900 956
is_linear=0
shrinkage=0.1


Tree=8425
num_leaves=7
num_cat=0
split_feature=49 16 1 2 12 47
split_gain=2.22078e-05 3.68136e-05 5.02817e-05 0.000119882 4.38647e-05 2.94229e-05
threshold=-0.047584999999999995 0.38525000000000004 0.10508500000000001 0.092755000000000018 0.085885000000000017 0.088195000000000009
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=0.00017415342697988347 0.00028995180604140229 0.00027984281408057892 0.00034100713189975489 -0.0007522173325296656 -0.00027441090076058325 -0.00011658955503377962
leaf_weight=0.0019230001978748964 0.0010635181369475261 0.0010051372142678063 0.0010505090915295852 0.0012739332576952346 0.0010544848171702612 0.0011121738899912629
leaf_count=403 538 300 303 533 933 111
internal_value=0 -6.54634e-05 -0.000127948 -0.000276912 8.97396e-06 0.000105685
internal_weight=0 0.00655976 0.00555462 0.00339194 0.002118 0.00216268
internal_count=3121 2718 2418 2004 1471 414
is_linear=0
shrinkage=0.00196078


Tree=8426
num_leaves=6
num_cat=0
split_feature=49 1 42 1 3
split_gain=1.26483e-05 1.96921e-05 2.13046e-05 4.06718e-05 2.05988e-05
threshold=-0.043469999999999995 0.12337000000000002 0.086665000000000006 0.095695000000000016 -0.078584999999999988
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.0071312871217246859 0.017172153615887999 0.010440153673498232 -0.016710811636492667 -0.015351094721672226 -0.0012906685865669014
leaf_weight=0.0018469604216221685 0.0010199452902875932 0.001005876537435323 0.0011692931117054106 0.0013406051373566572 0.001482824794385556
leaf_count=425 950 241 918 280 307
internal_value=0 -0.00232901 -0.00489136 -0.00129546 0.00623342
internal_weight=0 0.00601854 0.00501267 0.00384338 0.00250277
internal_count=3121 2696 2455 1537 1257
is_linear=0
shrinkage=0.1


Tree=8427
num_leaves=6
num_cat=0
split_feature=4 42 43 16 16
split_gain=1.40281e-05 1.95365e-05 4.18432e-05 2.87003e-05 3.61516e-05
threshold=0.24564500000000003 -1.0000000180025095e-35 -0.052894999999999991 0.033715000000000009 -0.07550999999999998
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.014620450476941849 0.0074570768332468439 0.014217751338034055 -0.010438195952403119 -0.01936598309762462 0.014709718278340878
leaf_weight=0.0010823531737691929 0.0018722611771833592 0.0014879857031197207 0.0013315020859586868 0.001078799996428154 0.001001686115859267
leaf_count=797 426 910 408 229 351
internal_value=0 -0.00246136 0.000224456 -0.00587809 0.000358326
internal_weight=0 0.00598233 0.00489997 0.00341199 0.00233319
internal_count=3121 2695 1898 988 759
is_linear=0
shrinkage=0.1


Tree=8428
num_leaves=6
num_cat=0
split_feature=13 3 1 13 0
split_gain=1.30389e-05 2.37219e-05 4.7723e-05 2.60432e-05 4.451e-05
threshold=-0.23438999999999996 0.10893000000000001 0.11588000000000001 -0.033284999999999988 -0.077809999999999976
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
right_child=1 -3 -4 4 -6
leaf_value=0.010573271984037675 -0.013509143825929682 -0.014510509167466802 0.020047442913077314 -0.0094037937881154745 0.015212344210360666
leaf_weight=0.0010007728346933826 0.0016364057130456647 0.0011853061467695753 0.0010715827260676753 0.0015551097664700858 0.0013920864554549854
leaf_count=169 1391 111 257 766 427
internal_value=0 -0.0016476 0.00104842 -0.00339329 0.00222346
internal_weight=0 0.00684049 0.00565518 0.0045836 0.0029472
internal_count=3121 2952 2841 2584 1193
is_linear=0
shrinkage=0.1


Tree=8429
num_leaves=6
num_cat=0
split_feature=4 4 3 13 0
split_gain=1.25472e-05 1.96993e-05 3.55749e-05 3.6252e-05 4.71535e-05
threshold=0.24564500000000003 0.055260000000000011 0.090900000000000009 -0.033284999999999988 -0.060129999999999996
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.019861931283680852 0.0070752494686950112 -0.013689686063921109 0.013253601390086909 -0.012832243937377375 0.017047371096713528
leaf_weight=0.0011215375436148534 0.0018667797276742098 0.0012135399006345839 0.0015113332772726828 0.0010372915493154049 0.0010760527006094581
leaf_count=1220 426 279 203 779 214
internal_value=0 -0.00231976 0.000587373 -0.00533028 0.00238158
internal_weight=0 0.00595975 0.00474622 0.00323488 0.00211334
internal_count=3121 2695 2416 2213 993
is_linear=0
shrinkage=0.1


Tree=8430
num_leaves=6
num_cat=0
split_feature=1 52 4 3 12
split_gain=2.09696e-05 3.51291e-05 6.34834e-05 3.50968e-05 5.81948e-05
threshold=0.090405000000000013 -0.077024999999999996 -0.083854999999999985 0.10893000000000001 0.090840000000000018
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -2
right_child=3 2 -4 -5 -6
leaf_value=0.00017539814939511201 0.00043829070620806005 2.1958582376261336e-05 -0.00059542042384806454 -0.00015490039725995941 -9.6812748885602274e-05
leaf_weight=0.0011004293530130593 0.0017436786587405682 0.0014967522859885092 0.0011191473738637488 0.0016419161080712943 0.0014158918844686503
leaf_count=460 459 385 1155 240 422
internal_value=0 -0.000118526 -0.000242172 7.76485e-05 0.000198496
internal_weight=0 0.00371633 0.0026159 0.00480149 0.00315957
internal_count=3121 2000 1540 1121 881
is_linear=0
shrinkage=0.00196078


Tree=8431
num_leaves=6
num_cat=0
split_feature=457 1 13 133 16
split_gain=1.23194e-05 2.92485e-05 2.67042e-05 5.12657e-05 5.41624e-05
threshold=0.045365000000000009 0.11588000000000001 0.0076650000000000008 0.048950000000000007 -0.013324999999999998
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.018220974267707937 0.0093709878295246893 0.0097705499206059629 -0.019776622029498044 0.017722351975891032 0.010362121250040258
leaf_weight=0.0019391623840138187 0.0011732020315880594 0.0016567576372523377 0.0010451381633310363 0.0010033224705850775 0.0010073269235675527
leaf_count=886 289 382 397 791 376
internal_value=0 -0.00174331 -0.00556231 -0.00180114 -0.00844917
internal_weight=0 0.00665171 0.00499495 0.00394981 0.00294649
internal_count=3121 2832 2450 2053 1262
is_linear=0
shrinkage=0.1


Tree=8432
num_leaves=7
num_cat=0
split_feature=4 15 4 15 43 2
split_gain=2.39836e-05 3.66508e-05 3.16754e-05 3.38246e-05 6.34617e-05 6.5886e-05
threshold=0.24564500000000003 -0.17952999999999997 0.055260000000000011 -0.074054999999999996 -0.084004999999999982 0.098260000000000014
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=0.00026424865503820171 0.0004313354133243302 -8.8491847639796261e-05 -0.00033316658822357453 0.0002352396425912458 -0.00062058146023391721 2.3458887884650793e-05
leaf_weight=0.0013995621634759169 0.0010587770755386551 0.0010275495751477042 0.001354926212203132 0.0014411264264492605 0.0011664006409859368 0.0012818358992705498
leaf_count=624 260 166 279 454 1043 295
internal_value=0 0.000175312 -6.56772e-05 2.84865e-06 -9.12144e-05 -0.000283378
internal_weight=0 0.00208633 0.00664385 0.00528893 0.00388936 0.00244824
internal_count=3121 426 2695 2416 1792 1338
is_linear=0
shrinkage=0.00196078


Tree=8433
num_leaves=5
num_cat=0
split_feature=4 13 13 1
split_gain=1.19497e-05 2.03158e-05 3.80296e-05 3.00226e-05
threshold=0.24564500000000003 -0.13710499999999998 -0.0034749999999999994 0.086560000000000012
decision_type=2 2 2 2
left_child=1 -1 -3 -4
right_child=-2 2 3 -5
leaf_value=-0.014624126192458474 0.0069035444601614222 0.012824603645822469 0.0059748006907998329 -0.013737689582832372
leaf_weight=0.0010871274359549529 0.0018676044535131447 0.0016527087237741519 0.001289254774694829 0.0019280543105824612
leaf_count=166 426 1701 466 362
internal_value=0 -0.00226399 0.000495145 -0.00583841
internal_weight=0 0.00595715 0.00487002 0.00321731
internal_count=3121 2695 2529 828
is_linear=0
shrinkage=0.1


Tree=8434
num_leaves=7
num_cat=0
split_feature=49 52 2 3 13 150
split_gain=2.75019e-05 3.78689e-05 7.21826e-05 9.92278e-05 3.37272e-05 2.17397e-05
threshold=-0.043469999999999995 0.091275000000000009 0.11215000000000001 -1.0000000180025095e-35 -0.011289999999999998 0.08826500000000001
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=0.00040602504753364229 -4.1696763815755831e-05 0.00017725296880322767 -0.00056374822067711057 0.00041030981605529938 -0.00052924125231714131 -1.4126784894133871e-06
leaf_weight=0.0010009388778057168 0.001177444029341522 0.0018510958924356944 0.0012234544732689563 0.0013355721380191661 0.0010164522266555669 0.00101309514056213
leaf_count=199 960 663 323 172 578 226
internal_value=0 -6.06682e-05 -0.00015333 -1.10628e-05 -0.000267581 0.000201077
internal_weight=0 0.00660402 0.00475292 0.00352947 0.0021939 0.00201403
internal_count=3121 2696 2033 1710 1538 425
is_linear=0
shrinkage=0.00196078


Tree=8435
num_leaves=7
num_cat=0
split_feature=11 3 133 16 52 0
split_gain=6.13493e-05 4.53143e-05 4.4511e-05 4.68599e-05 5.17376e-05 2.54905e-05
threshold=1.0000000180025095e-35 -0.10519499999999998 0.083950000000000011 -0.25582999999999995 0.0060650000000000009 -0.099059999999999995
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=0.00040503578440706723 -0.00045867991884866163 -0.00039475880206962875 0.00031766287029369867 3.8900788795188987e-05 0.00040206307030321917 -0.00033489841149299325
leaf_weight=0.0011944012883200548 0.0010160014905777484 0.0014138861253961766 0.0012862589296550823 0.0017447240405201292 0.0010177966124163959 0.0011729105469562723
leaf_count=177 244 223 939 228 649 661
internal_value=0 5.34499e-05 -9.83541e-06 -8.85833e-05 2.14166e-05 -0.000111369
internal_weight=0 0.00782998 0.00663558 0.00534932 0.00393543 0.00291763
internal_count=3121 2877 2700 1761 1538 889
is_linear=0
shrinkage=0.00196078


Tree=8436
num_leaves=7
num_cat=0
split_feature=131 13 0 457 1 1
split_gain=2.15006e-05 3.07667e-05 3.30485e-05 2.78747e-05 4.22504e-05 5.73435e-05
threshold=0.078765000000000016 -0.076599999999999988 -0.084269999999999984 0.045365000000000009 0.111945 0.086560000000000012
decision_type=2 2 2 2 2 2
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leaf_value=-1.0936645283868989e-05 -0.00026948215931551107 5.9036123294887963e-06 0.00045632586301999585 0.00023613201392603354 0.00015227126455978911 -0.0005681326666425651
leaf_weight=0.001170523115751597 0.0010170015786245658 0.0014040171289432233 0.0011573711695337309 0.0010400460311253265 0.001403171966113015 0.0012781324062620908
leaf_count=687 516 795 365 173 192 393
internal_value=0 3.4445e-05 0.000221375 -5.04567e-05 -0.000123417 -0.000267644
internal_weight=0 0.00745326 0.00232789 0.00512537 0.00408532 0.00268215
internal_count=3121 2605 1052 1553 1380 1188
is_linear=0
shrinkage=0.00196078


Tree=8437
num_leaves=6
num_cat=0
split_feature=42 157 0 16 16
split_gain=1.26251e-05 2.66505e-05 4.98143e-05 6.29619e-05 3.27012e-05
threshold=0.091735000000000025 -1.0000000180025095e-35 -0.019414999999999998 -0.056919999999999991 -0.27167499999999994
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
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leaf_count=507 667 257 198 605 887
internal_value=0 0.0015905 0.00430487 -0.00122484 0.00650593
internal_weight=0 0.0067073 0.00565811 0.00419955 0.00300262
internal_count=3121 2454 1947 1749 1144
is_linear=0
shrinkage=0.1


Tree=8438
num_leaves=6
num_cat=0
split_feature=1 52 4 3 12
split_gain=1.39894e-05 3.10762e-05 5.42102e-05 2.31087e-05 4.63494e-05
threshold=0.090405000000000013 -0.077024999999999996 -0.083854999999999985 0.10893000000000001 0.090840000000000018
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -2
right_child=3 2 -4 -5 -6
leaf_value=0.009876393285802771 0.020345748665972638 0.0019383923570349456 -0.028376333888253537 -0.006393220953937899 -0.0049853916498297027
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leaf_count=460 459 385 1155 240 422
internal_value=0 -0.00486866 -0.0110359 0.00364956 0.00885122
internal_weight=0 0.00341737 0.00240956 0.00442364 0.00291422
internal_count=3121 2000 1540 1121 881
is_linear=0
shrinkage=0.1


Tree=8439
num_leaves=6
num_cat=0
split_feature=50 15 12 4 4
split_gain=3.51404e-05 5.89304e-05 4.23129e-05 7.71587e-05 6.09171e-05
threshold=0.088425000000000017 -0.15914499999999995 0.09202500000000001 0.08184000000000001 -0.033174999999999989
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.00047463749464918335 -0.00034356784785111503 -0.00025371916283528504 0.00021811351067884405 -0.00059632670465850797 0.00024660729708150797
leaf_weight=0.0010392052220476655 0.001040969427097505 0.001804222447164207 0.0019295208358011883 0.0010470634043204764 0.0019433562976969411
leaf_count=314 560 779 707 185 576
internal_value=0 4.00842e-05 -2.70751e-05 -0.000125747 5.73171e-06
internal_weight=0 0.00776337 0.00672416 0.00479464 0.00374758
internal_count=3121 2561 2247 1540 1355
is_linear=0
shrinkage=0.00196078


Tree=8440
num_leaves=6
num_cat=0
split_feature=4 42 43 16 16
split_gain=1.20247e-05 2.11813e-05 3.2445e-05 3.05982e-05 3.20562e-05
threshold=0.24564500000000003 -1.0000000180025095e-35 -0.074359999999999996 0.033715000000000009 -0.074319999999999983
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.014946295865154542 0.006922364640675898 0.013360182739359634 -0.0082418526103143746 -0.018073797431867437 0.015391833268202522
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leaf_count=797 426 785 424 301 388
internal_value=0 -0.00225771 0.000539991 -0.00463668 0.001902
internal_weight=0 0.00596674 0.0048888 0.00348257 0.00234262
internal_count=3121 2695 1898 1113 812
is_linear=0
shrinkage=0.1


Tree=8441
num_leaves=7
num_cat=0
split_feature=50 4 12 51 3 2
split_gain=1.17345e-05 2.09606e-05 1.99189e-05 4.1334e-05 4.52265e-05 2.86241e-05
threshold=0.079410000000000008 0.27834500000000006 -1.0000000180025095e-35 -0.031924999999999995 0.090900000000000009 0.091185000000000002
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=-0.013343848615866974 -0.0098731992118309755 0.014314298572207246 -0.015927401997870731 0.009134304054347453 0.022237248003135191 -0.01283930905609864
leaf_weight=0.0010549794141075965 0.0010537922119956151 0.0010699400652596008 0.0010185348116115017 0.0012565153263466083 0.0012537389554584263 0.0011223652601533058
leaf_count=236 609 315 478 901 96 486
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internal_weight=0 0.00677607 0.00570613 0.00465115 0.00363262 0.00237888
internal_count=3121 2512 2197 1961 1483 1387
is_linear=0
shrinkage=0.1


Tree=8442
num_leaves=7
num_cat=0
split_feature=16 4 0 3 13 52
split_gain=1.29614e-05 4.9002e-05 2.48313e-05 2.74165e-05 3.29758e-05 2.65886e-05
threshold=0.38525000000000004 -0.27825499999999997 -0.077999999999999986 -0.078934999999999991 -0.019614999999999997 -0.0064899999999999992
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=-0.021256611518934446 0.010169550661313285 -0.014920528963376565 0.014483673525783209 0.017913018664198758 -0.015489575130083028 0.0063115240655733417
leaf_weight=0.00107420830501788 0.00107086890279045 0.0011299583475896436 0.0012496036642866207 0.0010348383387541564 0.0010300305980704583 0.0012244156542526535
leaf_count=155 311 1243 674 397 148 193
internal_value=0 -0.0016735 0.00203737 -0.001482 0.0031345 -0.00364915
internal_weight=0 0.00674305 0.00566885 0.00441924 0.00328928 0.00225445
internal_count=3121 2810 2655 1981 738 341
is_linear=0
shrinkage=0.1


Tree=8443
num_leaves=7
num_cat=0
split_feature=131 13 160 16 0 0
split_gain=1.96988e-05 3.24747e-05 2.91041e-05 4.58602e-05 2.63631e-05 1.22999e-05
threshold=0.078765000000000016 -0.076599999999999988 -0.080719999999999986 -0.018494999999999998 -0.084269999999999984 -0.14920999999999998
decision_type=2 2 2 2 2 2
left_child=1 4 -3 5 -1 -4
right_child=-2 2 3 -5 -6 -7
leaf_value=1.0922333386229615e-05 -0.00026351821117869169 0.00023487956808857505 -9.089269939035788e-05 -0.0003784212117514279 0.00043041262593785805 0.00019228415294574006
leaf_weight=0.0011507091498017066 0.0010157899727284174 0.0010305703664387237 0.0012478478801515348 0.0017115108994883773 0.0011532417419320392 0.0011181469276053532
leaf_count=687 516 251 120 506 365 676
internal_value=0 2.76453e-05 -5.95196e-05 -0.000133928 0.000220898 4.2934e-05
internal_weight=0 0.00741203 0.00510808 0.00407751 0.00230395 0.00236599
internal_count=3121 2605 1553 1302 1052 796
is_linear=0
shrinkage=0.00196078


Tree=8444
num_leaves=7
num_cat=0
split_feature=131 13 47 16 16 0
split_gain=2.46652e-05 4.40704e-05 3.13499e-05 6.30024e-05 5.69045e-05 0.000101866
threshold=0.078765000000000016 -0.23438999999999996 0.10621500000000002 -0.27167499999999994 0.0065250000000000004 -0.11242999999999999
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=0.00041847601753576048 -0.0002900951444423463 0.00042328138499833797 -0.0003271348590601046 0.00011410602829288494 0.00019054480850727327 -0.00069085778134948806
leaf_weight=0.001004633752118211 0.0010103117838971797 0.001255165035136189 0.0010842693817998735 0.0012579160570220778 0.0017613133819719606 0.0011634292642342234
leaf_count=138 516 270 124 168 565 1340
internal_value=0 3.61886e-05 -2.26972e-05 3.80058e-05 -7.76107e-05 -0.00027267
internal_weight=0 0.00752673 0.00652209 0.00543782 0.00418266 0.00242135
internal_count=3121 2605 2467 2343 2073 1508
is_linear=0
shrinkage=0.00196078


Tree=8445
num_leaves=7
num_cat=0
split_feature=131 13 2 457 1 1
split_gain=2.10165e-05 4.35751e-05 3.3305e-05 3.27067e-05 3.40317e-05 6.51971e-05
threshold=0.077555000000000027 -0.076599999999999988 0.10005000000000001 0.045365000000000009 0.111945 0.086560000000000012
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=2.803258884177601e-05 -0.00027230036023599246 1.0174487313349486e-05 0.00049982843745525855 0.00024076430924580369 9.9442817546035265e-05 -0.00060140461078143708
leaf_weight=0.0012006593156440931 0.0010019530230798704 0.0014204366777348207 0.00110438146617973 0.0010344669790059427 0.0013906110635317488 0.0012687810156094262
leaf_count=802 522 795 244 173 192 393
internal_value=0 3.02465e-05 0.000254077 -7.06352e-05 -0.000149593 -0.00027837
internal_weight=0 0.00741934 0.00230504 0.0051143 0.00407983 0.00268922
internal_count=3121 2599 1046 1553 1380 1188
is_linear=0
shrinkage=0.00196078


Tree=8446
num_leaves=6
num_cat=0
split_feature=49 52 2 42 1
split_gain=1.23542e-05 1.78944e-05 6.12468e-05 5.36435e-05 1.92409e-05
threshold=-0.043469999999999995 0.10744000000000002 0.10097500000000002 0.084050000000000014 0.085345000000000018
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.0071285195137305579 0.022518377635704603 0.0093754486014241273 -0.02001649380622085 -0.015295146056033252 0.0035732761377008319
leaf_weight=0.0018327902668768313 0.0010013647324714616 0.0010843279172502076 0.0017222546391009101 0.0010380267267176948 0.00115373628632765
leaf_count=425 626 504 539 726 301
internal_value=0 -0.00225219 -0.00481723 0.00338068 0.0123761
internal_weight=0 0.00599971 0.00491538 0.00319313 0.0021551
internal_count=3121 2696 2192 1653 927
is_linear=0
shrinkage=0.1


Tree=8447
num_leaves=7
num_cat=0
split_feature=484 48 0 16 52 4
split_gain=1.11572e-05 1.96883e-05 0.000109431 3.83971e-05 2.82603e-05 6.37098e-05
threshold=0.073690000000000019 0.083985000000000018 -0.18113999999999997 -0.15241499999999997 0.096795000000000006 0.0082450000000000006
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=0.0085191668774566662 0.0097574348566503953 -0.015322740587210386 0.028480000354937141 -0.034386000634192025 0.0024130666906759029 0.00020010781460162608
leaf_weight=0.0013883041185191788 0.0010097572580569222 0.0011680939241114352 0.0011145363100965641 0.0011209675086185644 0.0010005014617843291 0.001014725142533091
leaf_count=353 394 81 455 1215 361 262
internal_value=0 -0.00150687 0.00606476 -0.00532679 -0.011456 -0.0179532
internal_weight=0 0.00680713 0.00228263 0.0045245 0.00313619 0.00213569
internal_count=3121 2727 536 2191 1838 1477
is_linear=0
shrinkage=0.1


Tree=8448
num_leaves=7
num_cat=0
split_feature=131 13 0 160 15 47
split_gain=1.98679e-05 3.26271e-05 3.49496e-05 2.78748e-05 4.49426e-05 3.14705e-05
threshold=0.078765000000000016 -0.076599999999999988 -0.084269999999999984 -0.080719999999999986 -0.0040799999999999994 0.092710000000000015
decision_type=2 2 2 2 2 2
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right_child=-2 3 -4 4 -6 -7
leaf_value=-1.6925640293449671e-05 -0.00026162821980557866 0.00023501017787421795 0.00047068867515917074 0.00022465614314208304 -0.00039184009585044945 -0.00022623175506725142
leaf_weight=0.0011233929478433441 0.001002065366615964 0.0010124138995883311 0.0011372171247435469 0.0014214268044136934 0.0015390222571136573 0.0010238230013363667
leaf_count=687 516 251 365 460 729 113
internal_value=0 3.29116e-05 0.000228372 -5.55192e-05 -0.000129343 3.587e-05
internal_weight=0 0.0072573 0.00226061 0.00499669 0.00398427 0.00244525
internal_count=3121 2605 1052 1553 1302 573
is_linear=0
shrinkage=0.00196078


Tree=8449
num_leaves=7
num_cat=0
split_feature=52 13 47 15 2 2
split_gain=1.32004e-05 2.09684e-05 1.76245e-05 4.93491e-05 3.02616e-05 1.75664e-05
threshold=0.11434500000000002 -0.084034999999999985 0.092530000000000015 -0.089549999999999991 0.096015000000000017 0.097845000000000015
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=0.00020869070021282927 -0.010462846346267082 0.018369652575511663 -0.013598330663324108 -0.017079805792652319 0.0052778739048697076 0.018428531338101333
leaf_weight=0.0010048302274099166 0.0010530222173723717 0.0011349586599173882 0.0010490828548274577 0.0013257726526845898 0.001114159448984779 0.0011178610376119857
leaf_count=578 501 333 185 922 404 198
internal_value=0 0.00157555 -0.00220168 0.00114276 -0.0068705 0.0098037
internal_weight=0 0.00674666 0.00462397 0.00357489 0.00243993 0.00212269
internal_count=3121 2620 1844 1659 1326 776
is_linear=0
shrinkage=0.1


Tree=8450
num_leaves=6
num_cat=0
split_feature=16 4 16 16 2
split_gain=1.15513e-05 4.53341e-05 2.40844e-05 4.35927e-05 3.5952e-05
threshold=0.38525000000000004 -0.27825499999999997 -0.008904999999999998 -0.088159999999999988 0.092365000000000017
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.020582189190679091 0.0096241351047151313 0.01593925187685203 0.012956852931392648 -0.017637482592838382 -0.0061552668054597514
leaf_weight=0.0010577583792564585 0.0010663874254887183 0.0014499521988359716 0.0014755546316447959 0.0012392204821556718 0.0014966603556617062
leaf_count=155 311 529 645 1081 400
internal_value=0 -0.00157912 0.00197136 -0.00190116 0.00471688
internal_weight=0 0.00671915 0.00566139 0.00418583 0.00294661
internal_count=3121 2810 2655 2010 929
is_linear=0
shrinkage=0.1


Tree=8451
num_leaves=6
num_cat=0
split_feature=160 16 4 15 2
split_gain=1.14389e-05 3.03357e-05 2.91164e-05 4.26484e-05 2.36723e-05
threshold=-1.0000000180025095e-35 -0.073404999999999984 -0.0016099999999999997 -0.10324499999999999 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=-0.0071628329045848801 0.022599528798031419 -0.014781822557667568 0.016023120665036833 -0.011637946818376469 0.0036920182002594276
leaf_weight=0.0017478053100287941 0.0010180080560289553 0.001403476127137909 0.0011144762676647945 0.0011151124256839878 0.0013714078226956458
leaf_count=970 723 530 254 214 430
internal_value=0 0.00202634 0.00858674 0.00218864 -0.00565165
internal_weight=0 0.00602248 0.0032476 0.00222959 0.00277488
internal_count=3121 2151 1191 468 960
is_linear=0
shrinkage=0.1


Tree=8452
num_leaves=5
num_cat=0
split_feature=51 160 16 0
split_gain=1.16073e-05 3.38048e-05 2.97747e-05 2.91032e-05
threshold=-0.090529999999999985 -1.0000000180025095e-35 -0.056919999999999991 -0.11756999999999999
decision_type=2 2 2 2
left_child=-1 -2 3 -3
right_child=1 2 -4 -5
leaf_value=0.0095493669264762743 -0.016342202241780065 -0.0016041276322557836 -0.0083122544727872432 0.016569835805234238
leaf_weight=0.001086385443364573 0.0012609288171011738 0.0018063651009539363 0.0018832981542596687 0.0017202738826282693
leaf_count=407 807 263 579 1065
internal_value=0 -0.00159706 0.00183968 0.00726103
internal_weight=0 0.00667087 0.00540994 0.00352664
internal_count=3121 2714 1907 1328
is_linear=0
shrinkage=0.1


Tree=8453
num_leaves=7
num_cat=0
split_feature=484 1 12 52 49 16
split_gain=1.22776e-05 1.63062e-05 4.2637e-05 3.49016e-05 7.76887e-05 6.83401e-05
threshold=0.073690000000000019 0.12873500000000002 0.098810000000000023 0.091275000000000009 -0.043469999999999995 -0.083539999999999989
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=0.016413939391969706 0.010272330341331055 0.010168951756021213 -0.021782416391560713 0.016356143100270438 -0.00032847030902612292 -0.034530490616930733
leaf_weight=0.0012115847617525312 0.0010060866868856549 0.0010065740839185176 0.0010558089750661182 0.0010669547494052719 0.0013953438624356768 0.0010049929469702513
leaf_count=261 394 211 392 438 502 923
internal_value=0 -0.00157023 -0.00363074 0.000465264 -0.00422887 -0.0146485
internal_weight=0 0.00674126 0.00573469 0.00467888 0.00361192 0.00240034
internal_count=3121 2727 2516 2124 1686 1425
is_linear=0
shrinkage=0.1


Tree=8454
num_leaves=6
num_cat=0
split_feature=52 0 47 49 13
split_gain=1.1859e-05 2.20175e-05 4.14753e-05 3.5454e-05 2.42263e-05
threshold=0.11434500000000002 -0.019414999999999998 1.0000000180025095e-35 -0.054984999999999992 -0.033284999999999988
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.01068513736500178 -0.0099667971742949252 0.011715292919565051 -0.015171036582337717 -0.00078879356094341084 0.019532835087878016
leaf_weight=0.0010822658091014319 0.0010397062549131119 0.0016069677292263173 0.00157849363853922 0.0010032332351340488 0.0014127233679072243
leaf_count=264 501 307 336 964 749
internal_value=0 0.00151379 -0.00171536 0.00435621 0.0110942
internal_weight=0 0.00668368 0.00507672 0.00349822 0.00241596
internal_count=3121 2620 2313 1977 1713
is_linear=0
shrinkage=0.1


Tree=8455
num_leaves=7
num_cat=0
split_feature=1 0 3 3 13 48
split_gain=1.30655e-05 2.61044e-05 2.26345e-05 4.73152e-05 1.74712e-05 1.04293e-05
threshold=0.090405000000000013 -0.084269999999999984 0.083060000000000009 -0.077774999999999983 -0.076599999999999988 0.092475000000000016
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 -3 -4
right_child=2 4 5 -5 -6 -7
leaf_value=-0.01670216358885809 -0.0034920180228026048 0.011187609670634731 -0.010449362293994104 0.025682568499347677 -0.0068189029497917573 0.0035054402362085821
leaf_weight=0.0011795255034252211 0.0011480600931644523 0.0010331788034964394 0.0011170832221461817 0.0010777344691024757 0.0011262005932171357 0.0010287791773835957
leaf_count=989 378 286 208 434 725 101
internal_value=0 -0.00473846 0.00356923 0.0106344 0.00179651 -0.00375909
internal_weight=0 0.0033389 0.00437166 0.00222579 0.00215938 0.00214586
internal_count=3121 2000 1121 812 1011 309
is_linear=0
shrinkage=0.1


Tree=8456
num_leaves=7
num_cat=0
split_feature=157 160 42 42 3 1
split_gain=1.85128e-05 7.54472e-05 3.78038e-05 4.85127e-05 5.557e-05 5.58128e-05
threshold=-0.062424999999999994 -1.0000000180025095e-35 -1.0000000180025095e-35 0.091735000000000025 0.12178000000000001 0.094385000000000011
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4
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leaf_value=0.00024250336661387465 -0.00052188600788094259 -0.000289329642519729 0.0001465940154560991 -0.00026322215123728563 -0.00014484350693799735 0.00071123639316270711
leaf_weight=0.0010038137095399148 0.0010725448598161783 0.0010976520356558144 0.001814549563463371 0.0010560288784752262 0.0012083865485949018 0.0010698900494492194
leaf_count=463 652 714 420 461 142 269
internal_value=0 -4.14507e-05 4.10416e-05 0.000111471 0.00020815 0.00035603
internal_weight=0 0.00731905 0.00624651 0.00514886 0.00409283 0.00288444
internal_count=3121 2658 2006 1292 831 689
is_linear=0
shrinkage=0.00196078


Tree=8457
num_leaves=6
num_cat=0
split_feature=42 49 47 2 3
split_gain=1.1685e-05 2.31692e-05 3.42812e-05 2.22838e-05 1.39961e-05
threshold=0.091735000000000025 -0.00064499999999999985 0.10254000000000001 0.10222000000000002 -0.078934999999999991
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.0077764444032627266 -0.0094306914065805658 -0.0020441230285540512 0.021673093646422038 -0.009797194830819202 0.013319309076802621
leaf_weight=0.0018869266441496786 0.0011288252685033159 0.0010610900975159066 0.0010092421513551077 0.0012784752036061071 0.0013440724868995528
leaf_count=571 667 998 142 399 344
internal_value=0 0.00158173 0.00534449 0.000870783 0.00654139
internal_weight=0 0.00657981 0.00469288 0.00368364 0.00240516
internal_count=3121 2454 1883 1741 1342
is_linear=0
shrinkage=0.1


Tree=8458
num_leaves=6
num_cat=0
split_feature=457 1 1 3 0
split_gain=1.12158e-05 2.79648e-05 2.35086e-05 2.6149e-05 1.41761e-05
threshold=0.045365000000000009 0.11588000000000001 0.096125000000000016 -0.088084999999999983 -0.084144999999999984
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.010829192791475954 0.0090453469063426547 0.0097638767276245417 -0.015437894800827976 0.00071945513482143779 -0.015735511792885938
leaf_weight=0.0012474172676592765 0.0011577033535204034 0.001619814400953639 0.0015793958962158471 0.0010532951353269622 0.0010409934936718749
leaf_count=530 289 382 390 770 760
internal_value=0 -0.00163297 -0.00538432 -0.000632684 -0.0074597
internal_weight=0 0.00654092 0.0049211 0.00334171 0.00209429
internal_count=3121 2832 2450 2060 1530
is_linear=0
shrinkage=0.1


Tree=8459
num_leaves=7
num_cat=0
split_feature=4 15 52 4 15 15
split_gain=2.83166e-05 3.72207e-05 3.69878e-05 5.32494e-05 7.93655e-05 7.4817e-05
threshold=0.24564500000000003 -0.17952999999999997 0.10744000000000002 -0.35136499999999998 -0.016799999999999995 0.035560000000000008
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=-0.00054226821167329407 0.00044793240949806242 -7.5042500393966691e-05 0.00026210219140475143 -0.00033476087865185464 0.00056454220886459025 -0.0001196682441265851
leaf_weight=0.0010061112443065416 0.0010718537734620869 0.0010221936004716806 0.0010813864705790039 0.0019883241630233284 0.0011258933964151375 0.0013526097787064815
leaf_count=198 260 166 468 869 269 891
internal_value=0 0.000192646 -6.9269e-05 -0.000134744 -4.29529e-05 0.000191144
internal_weight=0 0.00209405 0.00655433 0.00547294 0.00446683 0.0024785
internal_count=3121 426 2695 2227 2029 1160
is_linear=0
shrinkage=0.00196078


Tree=8460
num_leaves=7
num_cat=0
split_feature=16 47 4 2 4 16
split_gain=2.06256e-05 3.57667e-05 5.11413e-05 4.8963e-05 4.56582e-05 1.63569e-05
threshold=-0.5048999999999999 0.10783500000000001 0.055260000000000011 0.10981000000000002 -0.084369999999999987 -0.076669999999999988
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6
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internal_weight=0 0.00725006 0.00625006 0.0049094 0.00390111 0.00223452
internal_count=3121 2899 2745 2320 2055 1511
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shrinkage=0.00196078


Tree=8461
num_leaves=7
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split_feature=157 160 42 42 3 1
split_gain=2.11279e-05 7.96435e-05 4.59001e-05 4.26872e-05 5.62195e-05 7.2363e-05
threshold=-0.062424999999999994 -1.0000000180025095e-35 -1.0000000180025095e-35 0.091735000000000025 0.12178000000000001 0.094385000000000011
decision_type=2 2 2 2 2 2
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internal_weight=0 0.0074996 0.00640412 0.00527074 0.0041817 0.00296886
internal_count=3121 2658 2006 1292 831 689
is_linear=0
shrinkage=0.00196078


Tree=8462
num_leaves=6
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split_feature=1 3 3 13 3
split_gain=1.59133e-05 3.40314e-05 5.20473e-05 2.521e-05 3.61128e-05
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decision_type=2 2 2 2 2
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leaf_weight=0.0010049875400369914 0.0017383974652840683 0.0015008400212054756 0.0010845571351176635 0.0017216494013737177 0.001220379943542127
leaf_count=159 679 1740 101 340 102
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internal_weight=0 0.00359038 0.0025854 0.00468043 0.00294203
internal_count=3121 2000 1841 1121 442
is_linear=0
shrinkage=0.00196078


Tree=8463
num_leaves=7
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split_feature=457 151 1 16 1 4
split_gain=1.39765e-05 3.35555e-05 4.46615e-05 4.0349e-05 3.35303e-05 3.82627e-05
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decision_type=2 2 2 2 2 2
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leaf_weight=0.0010029969890595737 0.0012632037077141434 0.0014004473523532924 0.0013371016703362646 0.0010993743841122079 0.0011600943614655159 0.0010488456732371575
leaf_count=334 289 100 261 227 552 1358
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internal_weight=0 0.00704886 0.00604586 0.00243648 0.00360939 0.00244929
internal_count=3121 2832 2498 488 2010 1458
is_linear=0
shrinkage=0.00196078


Tree=8464
num_leaves=8
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split_feature=16 4 0 1 47 16 1
split_gain=2.67204e-05 8.11158e-05 5.14037e-05 3.62051e-05 4.77816e-05 3.45351e-05 3.10029e-05
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decision_type=2 2 2 2 2 2 2
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internal_value=0 -5.62907e-05 2.71304e-05 -4.93922e-05 3.1918e-05 0.000149447 -6.40242e-07
internal_weight=0 0.00740441 0.00635448 0.00534763 0.00426448 0.00322907 0.00208619
internal_count=3121 2810 2668 2385 925 782 564
is_linear=0
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Tree=8465
num_leaves=5
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split_feature=4 151 16 3
split_gain=1.11872e-05 2.88981e-05 3.52348e-05 3.36582e-05
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decision_type=2 2 2 2
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leaf_weight=0.0010770355026794819 0.0011777578629217815 0.0018179603931081346 0.0017485923772487576 0.0019478164740158806
leaf_count=473 304 616 1466 262
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internal_weight=0 0.0065914 0.00551437 0.00369641
internal_count=3121 2817 2344 1728
is_linear=0
shrinkage=0.1


Tree=8466
num_leaves=7
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split_feature=157 160 52 12 0 1
split_gain=2.24645e-05 8.39598e-05 4.51694e-05 5.97473e-05 7.84118e-05 5.4065e-05
threshold=-0.06266999999999999 -1.0000000180025095e-35 0.096795000000000006 0.098150000000000015 -0.082974999999999979 0.10612500000000001
decision_type=2 2 2 2 2 2
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leaf_count=460 654 627 243 285 685 167
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internal_weight=0 0.00751411 0.0064158 0.00516243 0.00412812 0.00288122
internal_count=3121 2661 2007 1764 1479 794
is_linear=0
shrinkage=0.00196078


Tree=8467
num_leaves=7
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split_feature=131 13 2 160 16 2
split_gain=2.04281e-05 2.74348e-05 3.36012e-05 3.14378e-05 4.02353e-05 1.19642e-05
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decision_type=2 2 2 2 2 2
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leaf_count=806 516 251 246 595 506 201
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internal_weight=0 0.0072651 0.0022462 0.0050189 0.00400736 0.00232707
internal_count=3121 2605 1052 1553 1302 796
is_linear=0
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Tree=8468
num_leaves=7
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split_feature=131 13 0 2 48 12
split_gain=2.12843e-05 2.90223e-05 2.91389e-05 2.43565e-05 6.84912e-05 3.6237e-05
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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=-5.9146817966553823e-06 -0.00027218066595215661 4.7569548769180344e-05 0.0004369907379175907 -0.00026880881908749547 0.0004379512323121469 -0.00043173760758908106
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leaf_count=687 516 245 365 312 229 767
internal_value=0 3.25392e-05 0.000215975 -5.03031e-05 3.44212e-05 -0.000144608
internal_weight=0 0.0073427 0.0022844 0.0050583 0.00364498 0.00252483
internal_count=3121 2605 1052 1553 1241 1012
is_linear=0
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Tree=8469
num_leaves=6
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split_feature=1 52 4 13 3
split_gain=1.144e-05 2.36378e-05 5.25035e-05 2.01795e-05 3.711e-05
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decision_type=2 2 2 2 2
left_child=1 -1 -3 -2 -5
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leaf_value=0.0083505948954553915 0.012055519713100704 0.003016427121512618 -0.027012602110744768 0.0077237515887946841 -0.015723851715771092
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leaf_count=460 679 385 1155 340 102
internal_value=0 -0.00451416 -0.00995579 0.00321846 -0.00195404
internal_weight=0 0.00337658 0.00237288 0.00441472 0.00278475
internal_count=3121 2000 1540 1121 442
is_linear=0
shrinkage=0.1


Tree=8470
num_leaves=7
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split_feature=131 13 2 160 1 0
split_gain=2.25046e-05 2.78789e-05 3.41559e-05 2.92135e-05 4.82041e-05 4.81211e-05
threshold=0.078765000000000016 -0.076599999999999988 0.10005000000000001 -0.080719999999999986 0.095285000000000022 -0.11437499999999999
decision_type=2 2 2 2 2 2
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leaf_count=806 516 251 246 873 130 299
internal_value=0 2.70558e-05 0.000207061 -5.36989e-05 -0.000128997 5.76434e-05
internal_weight=0 0.00737364 0.00228354 0.0050901 0.00404956 0.00229937
internal_count=3121 2605 1052 1553 1302 429
is_linear=0
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Tree=8471
num_leaves=6
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split_feature=42 49 47 15 4
split_gain=1.23506e-05 2.2271e-05 2.70656e-05 2.09928e-05 5.90192e-05
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decision_type=2 2 2 2 2
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leaf_count=540 667 649 146 500 619
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internal_weight=0 0.00664885 0.00476736 0.00375085 0.00253662
internal_count=3121 2454 1914 1768 1119
is_linear=0
shrinkage=0.1


Tree=8472
num_leaves=7
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split_feature=50 4 12 51 3 2
split_gain=1.13181e-05 2.28926e-05 1.90803e-05 3.84053e-05 4.30832e-05 2.76081e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00673487 0.00566088 0.00462047 0.00360454 0.0023683
internal_count=3121 2512 2197 1961 1483 1387
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shrinkage=0.1


Tree=8473
num_leaves=6
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split_feature=484 42 49 12 3
split_gain=1.08922e-05 1.66371e-05 2.57935e-05 4.48986e-05 7.00328e-05
threshold=0.073690000000000019 -1.0000000180025095e-35 -0.047584999999999995 0.09334000000000002 0.099930000000000005
decision_type=2 2 2 2 2
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leaf_count=806 394 309 998 440 174
internal_value=0 -0.0015544 0.000703421 -0.00339316 0.00260866
internal_weight=0 0.00674637 0.00559069 0.00409951 0.00308489
internal_count=3121 2727 1921 1612 1172
is_linear=0
shrinkage=0.1


Tree=8474
num_leaves=7
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split_feature=131 13 2 3 47 52
split_gain=2.1309e-05 3.01212e-05 3.53641e-05 2.20101e-05 6.91572e-05 6.67851e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00741507 0.00229596 0.00511912 0.00380287 0.0027365
internal_count=3121 2605 1052 1553 1259 1130
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Tree=8475
num_leaves=6
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split_feature=2 52 4 3 0
split_gain=1.16776e-05 2.76757e-05 2.49634e-05 2.21897e-05 2.41165e-05
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decision_type=2 2 2 2 2
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leaf_count=410 215 1320 472 174 530
internal_value=0 -0.00343546 0.000987899 0.00441203 0.0109052
internal_weight=0 0.00445384 0.00338727 0.00330209 0.00202904
internal_count=3121 2202 1792 919 745
is_linear=0
shrinkage=0.1


Tree=8476
num_leaves=6
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split_feature=47 4 52 16 15
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decision_type=2 2 2 2 2
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internal_weight=0 0.0073594 0.00565923 0.00435847 0.00272071
internal_count=3121 2988 2592 1984 1609
is_linear=0
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Tree=8477
num_leaves=6
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split_feature=1 48 0 16 48
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decision_type=2 2 2 2 2
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internal_weight=0 0.0058551 0.00422677 0.00296629 0.00257024
internal_count=3121 2624 2178 1892 497
is_linear=0
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Tree=8478
num_leaves=7
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split_feature=157 160 42 42 3 1
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decision_type=2 2 2 2 2 2
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internal_count=3121 2661 2007 1293 832 690
is_linear=0
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Tree=8479
num_leaves=7
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split_feature=50 484 43 43 48 4
split_gain=2.82404e-05 3.67662e-05 2.51019e-05 5.02672e-05 4.85926e-05 3.90105e-05
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decision_type=2 2 2 2 2 2
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leaf_count=212 560 342 1190 426 176 215
internal_value=0 2.96116e-05 -2.4683e-05 -8.81963e-05 2.12976e-05 0.000200991
internal_weight=0 0.00768342 0.00662229 0.00518661 0.00392405 0.00233822
internal_count=3121 2561 2219 2007 817 641
is_linear=0
shrinkage=0.00196078


Tree=8480
num_leaves=6
num_cat=0
split_feature=16 1 150 16 13
split_gain=1.19953e-05 4.39259e-05 3.03146e-05 4.94331e-05 3.29396e-05
threshold=0.38525000000000004 0.077565000000000009 0.080470000000000014 -0.36241499999999999 -0.0025349999999999995
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
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leaf_weight=0.0018765864345218859 0.0010741589416593906 0.0010445677078719249 0.0011436524281331463 0.001040287076099135 0.0016191946035714175
leaf_count=1511 311 212 295 517 275
internal_value=0 -0.00167296 0.00335571 -0.00103835 0.00620167
internal_weight=0 0.00672429 0.0048477 0.00370405 0.00265948
internal_count=3121 2810 1299 1004 792
is_linear=0
shrinkage=0.1


Tree=8481
num_leaves=7
num_cat=0
split_feature=131 150 16 12 0 3
split_gain=1.91089e-05 2.76968e-05 4.61305e-05 3.33401e-05 5.04109e-05 2.72616e-05
threshold=0.078765000000000016 0.080470000000000014 0.013515000000000001 0.086915000000000006 -0.10474999999999998 -0.020429999999999997
decision_type=2 2 2 2 2 2
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right_child=-2 -3 5 -5 -6 -7
leaf_value=-0.00026797309706844477 -0.00026148373110585637 0.00027133642531721987 0.00041589700789935796 -0.00045562325068016586 0.00029121428139993236 -1.0562199343428659e-05
leaf_weight=0.0015783179023055695 0.0010211610159785523 0.0014157928201855591 0.0010552021577434263 0.0010999700303744369 0.0010206465004663926 0.0012698492651397795
leaf_count=238 516 358 422 892 537 158
internal_value=0 2.45582e-05 -3.34411e-05 -0.000169479 -4.83731e-05 0.000182982
internal_weight=0 0.00743978 0.00602399 0.00369893 0.00259896 0.00232505
internal_count=3121 2605 2247 1667 775 580
is_linear=0
shrinkage=0.00196078


Tree=8482
num_leaves=6
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split_feature=47 4 52 16 15
split_gain=2.71966e-05 4.96903e-05 3.70916e-05 4.96011e-05 5.18694e-05
threshold=0.11669500000000001 0.24564500000000003 -0.088204999999999992 -0.0064149999999999997 -0.09095499999999998
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.00033397696432427949 -0.00030049411199352459 0.00033212598135511301 0.00021541243211926989 0.00030463291767714759 -0.0003309056125374886
leaf_weight=0.0013311484991559656 0.0010235815399566835 0.0017280310779202585 0.0010867930067892996 0.0016858915122715179 0.001734571899839396
leaf_count=608 133 396 305 375 1304
internal_value=0 4.0053e-05 -4.63938e-05 3.85395e-05 -0.000120463
internal_weight=0 0.00756644 0.0058384 0.00450726 0.00282136
internal_count=3121 2988 2592 1984 1609
is_linear=0
shrinkage=0.00196078


Tree=8483
num_leaves=6
num_cat=0
split_feature=3 15 13 16 1
split_gain=1.15498e-05 4.02646e-05 4.37536e-05 2.89374e-05 3.25782e-05
threshold=-0.14477499999999996 -0.10653 -0.095304999999999987 -0.079109999999999986 0.095285000000000022
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=-0.0097216512055407073 0.016482980278201539 0.013298510431878546 -0.018833224879305395 -0.01337356031647822 0.009366202309417121
leaf_weight=0.0010760479279157669 0.0014067697626348749 0.0013140578909678433 0.0014801586085589828 0.0011799661499165082 0.0013517760853995705
leaf_count=277 460 201 798 1086 299
internal_value=0 0.00143586 -0.0025386 -0.00772589 -0.00123209
internal_weight=0 0.00673273 0.00532596 0.0040119 0.00253174
internal_count=3121 2844 2384 2183 1385
is_linear=0
shrinkage=0.1


Tree=8484
num_leaves=7
num_cat=0
split_feature=47 16 43 16 16 4
split_gain=2.27894e-05 4.39016e-05 3.96362e-05 5.43893e-05 5.10438e-05 3.97465e-05
threshold=0.11893500000000001 -0.5048999999999999 -0.17390999999999998 0.15891500000000003 -0.008904999999999998 0.033845000000000007
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=0.00039186002716869124 -0.00028475494832511333 0.00030270843284304694 2.9689106236613236e-05 -0.00050060666269041915 0.00029356562006237002 -0.00043663830022850746
leaf_weight=0.0010932353896713548 0.0010142413739525763 0.0011251339061277834 0.0017791759668672486 0.0010581787237912395 0.0014643079213092548 0.0011614350163932541
leaf_count=199 115 193 1339 411 541 323
internal_value=0 2.79656e-05 -3.24181e-05 -0.000101438 -5.54707e-06 -0.000154493
internal_weight=0 0.00768147 0.00658823 0.0054631 0.00440492 0.00294061
internal_count=3121 3006 2807 2614 2203 1662
is_linear=0
shrinkage=0.00196078


Tree=8485
num_leaves=7
num_cat=0
split_feature=11 12 2 12 3 48
split_gain=3.95138e-05 4.84416e-05 8.11708e-05 8.99489e-05 6.70424e-05 4.78554e-05
threshold=1.0000000180025095e-35 0.097825000000000009 0.089885000000000007 0.051320000000000005 0.12178000000000001 0.082620000000000013
decision_type=2 2 2 2 2 2
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right_child=-2 -3 4 -5 -6 -7
leaf_value=3.7256920391276333e-05 -0.00037255866994991287 0.00036921475409713145 8.8011536757847541e-05 -0.00072210772208086596 -0.00025126666732238809 0.00059749078370502004
leaf_weight=0.0012838413092985581 0.0010063797140582595 0.0014120869258866823 0.0017413984105334643 0.0011254826118035398 0.0012212047445512133 0.001195402190786093
leaf_count=274 244 432 600 1197 165 209
internal_value=0 3.97438e-05 -3.1098e-05 -0.00031747 0.000134838 0.000295391
internal_weight=0 0.00797942 0.00656733 0.00240932 0.00415801 0.0029368
internal_count=3121 2877 2445 1471 974 809
is_linear=0
shrinkage=0.00196078


Tree=8486
num_leaves=7
num_cat=0
split_feature=50 4 52 16 2 3
split_gain=1.1405e-05 1.86153e-05 2.04974e-05 3.00011e-05 3.94368e-05 6.95077e-06
threshold=0.079410000000000008 0.27834500000000006 -0.10925999999999998 0.0047850000000000011 0.092875000000000013 -0.0087149999999999988
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_count=464 609 315 953 262 406 112
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internal_weight=0 0.00678003 0.00570311 0.00469413 0.00306392 0.00205585
internal_count=3121 2512 2197 1733 1471 1065
is_linear=0
shrinkage=0.1


Tree=8487
num_leaves=7
num_cat=0
split_feature=2 3 52 13 3 2
split_gain=1.03425e-05 2.29926e-05 2.24142e-05 2.3463e-05 1.80884e-05 1.12311e-05
threshold=0.099185000000000009 0.12178000000000001 -0.088204999999999992 -0.004174999999999999 -0.049509999999999992 0.083215000000000011
decision_type=2 2 2 2 2 2
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right_child=1 -3 3 5 -6 -7
leaf_value=-0.015814432915147014 0.0013335923264018281 -0.0063441524551267163 -0.0093140296448967659 0.015022948024076178 0.020161573925641926 0.00016473176578109676
leaf_weight=0.0010751145091250688 0.0010221911364106143 0.0012848534179654234 0.0013820790151444148 0.0010141908226793477 0.0010188562238930795 0.0010207508136475725
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internal_weight=0 0.0033259 0.00449214 0.00341702 0.00204105 0.00203494
internal_count=3121 919 2202 1792 745 446
is_linear=0
shrinkage=0.1


Tree=8488
num_leaves=7
num_cat=0
split_feature=157 160 42 151 1 4
split_gain=2.42353e-05 7.89612e-05 4.09202e-05 3.93952e-05 6.63155e-05 7.67593e-05
threshold=-0.06266999999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 0.094825000000000007 -0.083854999999999985
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=0.0002843742821861662 -0.00052701776730733926 -0.00029906739594091143 -0.00021554115925623979 0.00034218497781978807 0.00047804750626604916 -0.0003742802032119786
leaf_weight=0.0010111393991987542 0.0010889049867642735 0.0011021575328516399 0.0010891015388332596 0.0011388390912658803 0.0018651680285191501 0.0011610184284698575
leaf_count=460 654 714 262 86 385 560
internal_value=0 -3.91463e-05 4.44317e-05 0.000116488 0.000203309 -1.95023e-05
internal_weight=0 0.00744519 0.00635628 0.00525413 0.00416503 0.00229986
internal_count=3121 2661 2007 1293 1031 646
is_linear=0
shrinkage=0.00196078


Tree=8489
num_leaves=6
num_cat=0
split_feature=0 1 151 16 4
split_gain=1.12337e-05 2.75398e-05 3.46936e-05 8.78355e-05 2.60806e-05
threshold=-0.060129999999999996 0.08844500000000001 -0.0083949999999999979 -0.078844999999999985 -0.35136499999999998
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -2
right_child=4 2 3 -5 -6
leaf_value=-0.01504308883015691 -0.0055536201945488549 -0.013565828570042624 0.023119650861110411 -0.013231143237418306 0.014305991041567732
leaf_weight=0.0013554657792102876 0.0012220264747581948 0.0010840056815806945 0.0015563902667875122 0.0011602701092471965 0.0014410515658488474
leaf_count=1665 227 229 300 354 346
internal_value=0 -0.00280527 0.00155922 0.00759443 0.00519286
internal_weight=0 0.00515613 0.00380067 0.00271666 0.00266308
internal_count=3121 2548 883 654 573
is_linear=0
shrinkage=0.1


Tree=8490
num_leaves=7
num_cat=0
split_feature=157 160 52 12 0 1
split_gain=2.22939e-05 7.6649e-05 3.7476e-05 4.09679e-05 6.37348e-05 7.13713e-05
threshold=-0.06266999999999999 -1.0000000180025095e-35 0.096795000000000006 0.097825000000000009 -0.082974999999999979 0.10612500000000001
decision_type=2 2 2 2 2 2
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leaf_value=0.00026824398605713393 -0.00052846901929525783 0.00029205215160099001 0.00034158019620051245 0.00031815149208569004 -0.00049929862934416133 -0.00034665833288705816
leaf_weight=0.0010025768401928188 0.0010703839700462589 0.0016887941591702759 0.0012596356002380488 0.001001969713642306 0.0012189909962705618 0.0011178608654026957
leaf_count=460 654 626 243 293 679 166
internal_value=0 -4.34325e-05 3.91434e-05 -3.66301e-05 -0.000124934 3.76606e-05
internal_weight=0 0.00735764 0.00628725 0.00502762 0.00402565 0.00280666
internal_count=3121 2661 2007 1764 1471 792
is_linear=0
shrinkage=0.00196078


Tree=8491
num_leaves=6
num_cat=0
split_feature=52 15 3 1 15
split_gain=1.19073e-05 2.50225e-05 5.0034e-05 4.63979e-05 4.15158e-05
threshold=0.11434500000000002 -0.016799999999999995 -0.08824499999999999 0.11181500000000001 1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 3 -3 -1 -4
right_child=-2 2 4 -5 -6
leaf_value=0.0060641948541151148 -0.0099678068005650301 -0.0085606207235273124 0.03094540704647436 -0.017376046025156685 0.0030364576894696587
leaf_weight=0.0018613091412597686 0.0010530186384043695 0.0012189844449261209 0.0010544726264489054 0.0015457253881686736 0.0010777800139774431
leaf_count=882 501 480 235 333 690
internal_value=0 0.00146446 0.00759972 -0.00457032 0.0168384
internal_weight=0 0.00675827 0.00335124 0.00340703 0.00213225
internal_count=3121 2620 1405 1215 925
is_linear=0
shrinkage=0.1


Tree=8492
num_leaves=7
num_cat=0
split_feature=131 49 12 52 0 15
split_gain=2.1757e-05 3.02732e-05 3.09099e-05 7.89573e-05 5.17885e-05 8.24992e-05
threshold=0.078765000000000016 -0.047584999999999995 0.095330000000000012 0.091275000000000009 -0.083914999999999976 -0.09551999999999998
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 -5 -6 -7
leaf_value=0.000258838565127678 -0.00027303822096143814 -0.00026764608590049534 -0.00033805085602854753 0.00047347526549796704 -0.00044877904230766991 0.00046726036487426453
leaf_weight=0.0017154287752280742 0.0010366867111483427 0.0013490442289604569 0.0010733413205681504 0.0011662090518230312 0.0011871572483658816 0.0010400425134289928
leaf_count=347 516 255 520 365 596 522
internal_value=0 2.99393e-05 -3.7577e-05 3.04282e-05 -0.000114049 5.22812e-05
internal_weight=0 0.00753122 0.00581579 0.00474245 0.00357624 0.00238909
internal_count=3121 2605 2258 1738 1373 777
is_linear=0
shrinkage=0.00196078


Tree=8493
num_leaves=6
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split_feature=1 48 4 16 0
split_gain=1.17726e-05 3.29864e-05 3.49756e-05 2.78983e-05 2.07352e-05
threshold=0.111945 0.08975000000000001 -1.0000000180025095e-35 -0.018494999999999998 -0.11756999999999999
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -2
right_child=4 -3 -4 -5 -6
leaf_value=0.011817606328051126 -0.0041027166494533402 0.012818099553859957 -0.01911981768950095 -0.0082937669518846329 0.014599560190777978
leaf_weight=0.0011607367236868512 0.0011204232024682463 0.0011002425474679863 0.0014681997818420753 0.001699895010047706 0.0012588939144420378
leaf_count=1038 145 306 512 768 352
internal_value=0 -0.00264319 -0.00657293 -0.000133328 0.00579264
internal_weight=0 0.00542907 0.00432883 0.00286063 0.00237932
internal_count=3121 2624 2318 1806 497
is_linear=0
shrinkage=0.1


Tree=8494
num_leaves=7
num_cat=0
split_feature=157 160 42 42 3 1
split_gain=2.23211e-05 6.21478e-05 4.17425e-05 3.96523e-05 4.34222e-05 6.47388e-05
threshold=-0.060134999999999994 -1.0000000180025095e-35 -1.0000000180025095e-35 0.091735000000000025 0.12178000000000001 0.094385000000000011
decision_type=2 2 2 2 2 2
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leaf_value=0.00026746575874038344 -0.000482566343489565 -0.00032030984370627912 9.7807436489006757e-05 -0.00023693244152712395 -0.00012302630116292217 0.0007072027986937963
leaf_weight=0.0010007280637644817 0.0010645833318728166 0.0010788560245823357 0.0018259685076523913 0.0010440340791665944 0.0011947966773635747 0.0010589154752307208
leaf_count=469 648 714 419 461 142 268
internal_value=0 -4.48863e-05 3.02352e-05 0.000104046 0.000191307 0.00032149
internal_weight=0 0.00726715 0.00620257 0.00512371 0.00407968 0.00288488
internal_count=3121 2652 2004 1290 829 687
is_linear=0
shrinkage=0.00196078


Tree=8495
num_leaves=7
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split_feature=11 2 3 43 52 1
split_gain=5.31428e-05 6.59443e-05 5.45099e-05 4.32295e-05 3.27903e-05 3.35542e-05
threshold=1.0000000180025095e-35 0.089885000000000007 -0.015584999999999998 -0.067199999999999996 -0.046924999999999988 0.10587000000000001
decision_type=2 2 2 2 2 2
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leaf_value=3.1997841073632235e-05 -0.00043031839397552062 0.00050243186592858525 0.00033833759692022117 -0.00043602167489740465 -0.00034040793407806808 0.00014645239512157187
leaf_weight=0.0017107179963200803 0.0010099847394999259 0.0014983081199440289 0.0010269274433351602 0.0013635706281111587 0.0010439629788282425 0.0011370004194492438
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internal_value=0 4.77582e-05 0.000193657 -0.000175588 4.94379e-05 -8.65933e-05
internal_weight=0 0.00778049 0.0047062 0.00307429 0.00320789 0.00218096
internal_count=3121 2877 1273 1604 457 260
is_linear=0
shrinkage=0.00196078


Tree=8496
num_leaves=6
num_cat=0
split_feature=484 42 43 16 0
split_gain=1.21757e-05 1.86866e-05 2.72417e-05 3.21568e-05 4.1221e-05
threshold=0.073690000000000019 -1.0000000180025095e-35 -0.061959999999999994 -0.029084999999999996 -0.20211999999999997
decision_type=2 2 2 2 2
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right_child=-2 2 3 -5 -6
leaf_value=-0.013146328625337432 0.010096635215418884 0.011911025591659019 -0.012435162292483903 -0.016252384409547814 0.01272003295663893
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leaf_count=806 394 833 103 367 618
internal_value=0 -0.00160543 0.000776065 -0.00356483 0.00268539
internal_weight=0 0.00679892 0.00563593 0.00405508 0.00271674
internal_count=3121 2727 1921 1088 721
is_linear=0
shrinkage=0.1


Tree=8497
num_leaves=6
num_cat=0
split_feature=2 52 12 13 1
split_gain=1.20091e-05 1.98449e-05 2.62847e-05 1.75889e-05 1.48339e-05
threshold=0.099185000000000009 -0.088204999999999992 0.084100000000000022 -0.08971999999999998 0.10937500000000001
decision_type=2 2 2 2 2
left_child=1 -1 -3 -2 -5
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internal_value=0 -0.00343615 0.000290034 0.00449763 -0.00070444
internal_weight=0 0.00449391 0.00341894 0.00331543 0.0021955
internal_count=3121 2202 1792 919 719
is_linear=0
shrinkage=0.1


Tree=8498
num_leaves=7
num_cat=0
split_feature=131 150 16 12 0 3
split_gain=1.98255e-05 3.39563e-05 6.08169e-05 3.17835e-05 3.94129e-05 2.76502e-05
threshold=0.078765000000000016 0.080470000000000014 0.013515000000000001 0.086915000000000006 -0.10474999999999998 -0.020429999999999997
decision_type=2 2 2 2 2 2
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leaf_value=-0.00026525568552502205 -0.00026082924582818639 0.00030314647274205656 0.00044958616358621979 -0.00046969065324763457 0.00022807769929097374 1.8929266388646535e-05
leaf_weight=0.0015893659393654827 0.0010235767418157746 0.0014184818890791897 0.0010553444063076296 0.001096993980908794 0.0010235885970888026 0.0012545807396013701
leaf_count=238 516 358 422 892 537 158
internal_value=0 3.02279e-05 -3.40808e-05 -0.000189593 -7.19992e-05 0.000215685
internal_weight=0 0.00743836 0.00601987 0.00370995 0.00261295 0.00230993
internal_count=3121 2605 2247 1667 775 580
is_linear=0
shrinkage=0.00196078


Tree=8499
num_leaves=6
num_cat=0
split_feature=52 4 15 2 43
split_gain=1.24807e-05 3.16416e-05 2.54428e-05 4.0412e-05 2.17079e-05
threshold=-0.057699999999999994 0.0061450000000000003 -0.11713499999999999 0.10097500000000002 -0.0037449999999999996
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
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leaf_value=-0.0043827995591745675 -0.015487482139886894 0.017930668361391934 -0.0020566861430413564 -0.012727296231607264 0.016304154713632651
leaf_weight=0.0014138323490879099 0.0012236165318302268 0.0011544219840199663 0.0011401536044201104 0.0014011293487050389 0.0014794859718422998
leaf_count=718 374 208 1008 327 486
internal_value=0 0.00564703 -0.00286144 0.000980967 0.00831291
internal_weight=0 0.00256825 0.00524439 0.00402077 0.00261964
internal_count=3121 926 2195 1821 1494
is_linear=0
shrinkage=0.1


Tree=8500
num_leaves=7
num_cat=0
split_feature=131 150 52 15 3 42
split_gain=2.45105e-05 3.29951e-05 6.18872e-05 7.01718e-05 3.33805e-05 1.76795e-05
threshold=0.078765000000000016 0.085455000000000017 -0.023194999999999997 -0.11713499999999999 0.099930000000000005 1.0000000180025095e-35
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=0.00029385515375373282 -0.00029159855424515418 0.00031765504324642626 -0.00057530272846859011 0.0002668743290437714 -0.00030233026937466332 -7.4224086679885898e-05
leaf_weight=0.0016744674066871204 0.0010306313763603046 0.0012792566802505108 0.0011113999390174245 0.0013534606160740402 0.0010335785818983917 0.0010278959128024565
leaf_count=736 516 295 266 524 64 720
internal_value=0 3.09421e-05 -2.82082e-05 -0.000147352 -8.07419e-06 0.000119642
internal_weight=0 0.00748006 0.0062008 0.00452634 0.00341494 0.00238136
internal_count=3121 2605 2310 1574 1308 1244
is_linear=0
shrinkage=0.00196078


Tree=8501
num_leaves=6
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split_feature=2 43 3 3 1
split_gain=1.32666e-05 2.46632e-05 3.64516e-05 1.93718e-05 1.74412e-05
threshold=0.099185000000000009 -0.074359999999999996 0.048265000000000009 0.12178000000000001 0.10439500000000002
decision_type=2 2 2 2 2
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leaf_value=0.0046792830354545952 0.0016649070373907515 -0.021366249286514323 0.0028690568919222015 -0.004889814462273559 0.020188313455551245
leaf_weight=0.0019979669370090397 0.0010302609201424955 0.0013500373453362979 0.0011486377583157657 0.0012825475174869992 0.0010033593619502273
leaf_count=936 476 1097 169 174 269
internal_value=0 -0.00360284 -0.0102253 0.00473438 0.0108041
internal_weight=0 0.00449664 0.00249868 0.00331617 0.00203362
internal_count=3121 2202 1266 919 745
is_linear=0
shrinkage=0.1


Tree=8502
num_leaves=7
num_cat=0
split_feature=3 13 48 2 2 0
split_gain=1.14252e-05 3.53939e-05 3.69162e-05 3.68805e-05 2.61832e-05 2.33e-05
threshold=0.13524500000000003 -0.095539999999999986 0.091545000000000015 0.084245000000000014 0.10222000000000002 -0.083914999999999976
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=-0.01900259049692005 0.0090043797330381908 0.017369505025388584 0.018037619595451575 -0.021918822693395092 -0.00070182044648538027 -0.0031575092740317614
leaf_weight=0.0010005748710049788 0.0011806427688411921 0.0010633677191443593 0.0010790120721311551 0.0011657083053626845 0.0011608647612238376 0.0011520750560543044
leaf_count=217 192 317 283 1112 518 482
internal_value=0 -0.0016739 0.00141071 -0.00253922 -0.0113324 0.00669504
internal_weight=0 0.0066216 0.00562103 0.00454202 0.00232657 0.00221544
internal_count=3121 2929 2712 2429 1630 799
is_linear=0
shrinkage=0.1


Tree=8503
num_leaves=7
num_cat=0
split_feature=131 13 2 3 47 52
split_gain=2.15296e-05 2.66901e-05 3.38218e-05 2.18932e-05 7.14331e-05 7.39618e-05
threshold=0.078765000000000016 -0.076599999999999988 0.10005000000000001 -0.10519499999999998 0.092710000000000015 -0.0064899999999999992
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=-1.9785656173741005e-05 -0.00027333688412440747 0.00017071249838014141 0.00045848170171932311 -0.00025778531175532957 -0.00055421610004770467 0.00039417101422696885
leaf_weight=0.0011958126288042197 0.0010144474246616218 0.001305691306956425 0.0010836289870473142 0.001435298289774428 0.0010635803845327431 0.001253077517399835
leaf_count=806 516 294 246 407 129 723
internal_value=0 3.14207e-05 0.000207579 -4.79724e-05 -0.000124075 4.60977e-05
internal_weight=0 0.00733709 0.00227944 0.00505765 0.00375196 0.00268838
internal_count=3121 2605 1052 1553 1259 1130
is_linear=0
shrinkage=0.00196078


Tree=8504
num_leaves=5
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split_feature=0 47 49 3
split_gain=1.28659e-05 2.75268e-05 2.78735e-05 2.02213e-05
threshold=-0.019414999999999998 1.0000000180025095e-35 -0.054319999999999993 -0.05647499999999999
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=-0.010304787631184779 0.0070754736541916337 -0.012123406180375149 -0.0022720555426460599 0.015154703386821698
leaf_weight=0.0011980442347936313 0.0019097158250945484 0.001940136985373579 0.0011326053519639958 0.0016157199714210914
leaf_count=303 365 414 1656 383
internal_value=0 -0.00237055 0.00242421 0.00797301
internal_weight=0 0.00588651 0.00394637 0.00274833
internal_count=3121 2756 2342 2039
is_linear=0
shrinkage=0.1


Tree=8505
num_leaves=7
num_cat=0
split_feature=51 43 16 160 49 2
split_gain=1.15319e-05 3.23146e-05 5.30697e-05 5.36412e-05 4.06601e-05 4.30509e-05
threshold=-0.090529999999999985 -0.17390999999999998 0.064860000000000015 -1.0000000180025095e-35 -0.047584999999999995 0.099185000000000009
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6
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leaf_value=0.0094378001288419385 0.014770071654798177 -0.019947184679948944 -0.024031940272415581 0.022923590653264495 -0.012969576969718302 0.013316463053358924
leaf_weight=0.0010999029202045929 0.0010204335887623204 0.0010200367310347529 0.0011225643376152729 0.0010199590198156951 0.0013415190283113357 0.0011633998586432722
leaf_count=407 183 712 273 220 1024 302
internal_value=0 -0.00161154 -0.00456106 0.000248123 0.00609228 -0.000761128
internal_weight=0 0.00668791 0.00566748 0.00454491 0.00352488 0.00250492
internal_count=3121 2714 2531 2258 1546 1326
is_linear=0
shrinkage=0.1


Tree=8506
num_leaves=7
num_cat=0
split_feature=42 43 51 15 16 3
split_gain=1.67131e-05 2.57574e-05 2.89051e-05 3.03785e-05 6.35757e-05 2.47247e-05
threshold=0.091735000000000025 0.05259500000000001 -0.076794999999999988 -0.10324499999999999 -0.088394999999999987 -0.026224999999999995
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 4 5 -7
leaf_value=-0.00030555953736499501 -0.00021809070084370091 0.00029869605269398008 0.00029068083588412616 -0.00043828941600615467 0.00033884699072270067 -7.1567084988746686e-05
leaf_weight=0.0011161660791332894 0.0012138942970017479 0.0011552014689998379 0.0013756190796994547 0.0011143254540771398 0.0011312261408776322 0.0011261712794355826
leaf_count=406 667 288 311 405 856 188
internal_value=0 3.1086e-05 -2.16373e-05 4.51168e-05 -5.50701e-05 0.000134099
internal_weight=0 0.00701871 0.00586351 0.00474734 0.00337172 0.0022574
internal_count=3121 2454 2166 1760 1449 1044
is_linear=0
shrinkage=0.00196078


Tree=8507
num_leaves=7
num_cat=0
split_feature=52 52 52 43 15 16
split_gain=2.50794e-05 5.25945e-05 3.49353e-05 2.71103e-05 6.33233e-05 9.05013e-05
threshold=-0.21968999999999997 -0.081429999999999989 -0.0064899999999999992 -0.0037449999999999996 -0.10203999999999998 -0.088394999999999987
decision_type=2 2 2 2 2 2
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right_child=1 2 3 4 5 -7
leaf_value=-0.0002930431391309181 0.00044002342209382961 -0.00034004193966168838 -0.00014330404620153421 -0.00025611452775344082 -0.00010617123517110866 0.00067877070855881664
leaf_weight=0.0010014903470568397 0.0010693532366836045 0.0011453926408941462 0.0019926518269306158 0.001036008745210469 0.0010202771787051314 0.0012648020036076187
leaf_count=415 356 438 1126 205 238 343
internal_value=0 3.7239e-05 -2.94447e-05 3.75055e-05 0.000145991 0.000328298
internal_weight=0 0.00752849 0.00645913 0.00531374 0.00332109 0.00228508
internal_count=3121 2706 2350 1912 786 581
is_linear=0
shrinkage=0.00196078


Tree=8508
num_leaves=7
num_cat=0
split_feature=50 12 2 12 151 2
split_gain=2.48953e-05 2.73266e-05 5.2895e-05 5.41852e-05 5.17931e-05 5.91905e-05
threshold=0.079410000000000008 0.10345000000000001 0.088850000000000012 0.051320000000000005 -0.0083949999999999979 0.11215000000000001
decision_type=2 2 2 2 2 2
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right_child=-2 -3 4 -5 5 -7
leaf_value=3.9564259504141214e-05 -0.00027112611029053208 0.00033100471491473785 -0.0002348608578157889 -0.00058305723299863612 0.0004794213937333756 -8.0087629165173025e-05
leaf_weight=0.0011219251798222035 0.0011437926703595008 0.0010606169922536823 0.0011478200957191092 0.0010314501960950113 0.001807267139489453 0.0012160833406251459
leaf_count=231 609 286 240 887 606 262
internal_value=0 3.97465e-05 -9.09711e-06 -0.000258667 0.000119744 0.00025437
internal_weight=0 0.00738516 0.00632455 0.00215338 0.00417117 0.00302335
internal_count=3121 2512 2226 1118 1108 868
is_linear=0
shrinkage=0.00196078


Tree=8509
num_leaves=6
num_cat=0
split_feature=0 47 4 49 16
split_gain=1.22934e-05 2.48755e-05 3.66125e-05 4.52253e-05 3.57876e-05
threshold=-0.019414999999999998 0.092530000000000015 -0.059649999999999988 -0.054319999999999993 -0.059624999999999991
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=0.0010019405853107111 0.0019086537309335573 0.0015340900813106094 0.0011184973707876215 0.0012229770019445772 0.001014501222332918
leaf_count=1018 365 310 290 511 627
internal_value=0 -0.00231135 0.0015438 0.00655206 0.0147597
internal_weight=0 0.00589201 0.00435792 0.00335598 0.00223748
internal_count=3121 2756 2446 1428 1138
is_linear=0
shrinkage=0.1


Tree=8510
num_leaves=7
num_cat=0
split_feature=11 2 43 3 13 2
split_gain=5.09572e-05 3.39329e-05 6.29149e-05 5.49141e-05 3.44368e-05 4.00338e-05
threshold=1.0000000180025095e-35 0.089885000000000007 -0.067199999999999996 -0.015584999999999998 -0.08971999999999998 0.11215000000000001
decision_type=2 2 2 2 2 2
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leaf_weight=0.0017113029224992849 0.0010130041469493716 0.0014751384302835366 0.0013857463479425456 0.0010731296950060999 0.0010216301520107949 0.001114616441186204
leaf_count=759 244 816 845 161 154 142
internal_value=0 4.07771e-05 -0.000118468 0.000146058 2.12959e-06 -0.000141827
internal_weight=0 0.00778156 0.00309705 0.00468451 0.00320938 0.00213625
internal_count=3121 2877 1604 1273 457 296
is_linear=0
shrinkage=0.00196078


Tree=8511
num_leaves=7
num_cat=0
split_feature=0 42 15 43 3 1
split_gain=1.59728e-05 2.33736e-05 6.28206e-05 4.09773e-05 5.5618e-05 6.65432e-05
threshold=1.0000000180025095e-35 0.090310000000000015 0.024640000000000006 -0.00067499999999999993 0.12178000000000001 0.094465000000000007
decision_type=2 2 2 2 2 2
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leaf_value=-0.0003140736194790213 0.00015981594943809994 0.00018833116334644471 -0.00053589507634469694 -5.0052524193524919e-05 -0.0002488415516644669 0.00065661013065107759
leaf_weight=0.0011673773230627183 0.0017827499077183286 0.0012821549259651741 0.0010515431252567731 0.0010191258748290738 0.0010554097043843961 0.0010302047374855378
leaf_count=800 325 738 789 193 165 111
internal_value=0 -4.93332e-05 -0.000106573 -8.98656e-07 0.000116855 0.000305189
internal_weight=0 0.00660582 0.00532366 0.00427212 0.00310474 0.00204933
internal_count=3121 2796 2058 1269 469 304
is_linear=0
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Tree=8512
num_leaves=7
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split_feature=157 160 42 151 1 4
split_gain=1.89789e-05 8.28709e-05 3.39919e-05 4.53421e-05 5.31025e-05 5.85247e-05
threshold=-0.060134999999999994 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 0.094825000000000007 -0.083854999999999985
decision_type=2 2 2 2 2 2
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leaf_value=0.00024698236017325686 -0.00053905096457428396 -0.0002672532573490788 -0.00024541554216085773 0.00031834735642951586 0.00044973337463525637 -0.00030938757926121175
leaf_weight=0.0010004798106329768 0.0010940439283659035 0.0011048563957049519 0.0010864168882603453 0.0011402519923918676 0.0018679021197898424 0.0011438060060966222
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internal_value=0 -4.06696e-05 4.52884e-05 0.000111208 0.000204524 3.99151e-06
internal_weight=0 0.00743728 0.00634323 0.00523838 0.00415196 0.00228406
internal_count=3121 2652 2004 1290 1028 644
is_linear=0
shrinkage=0.00196078


Tree=8513
num_leaves=6
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split_feature=0 0 48 0 3
split_gain=1.20874e-05 3.4406e-05 3.16125e-05 2.79255e-05 2.52782e-05
threshold=-0.14920999999999998 -0.10607499999999999 0.086035000000000014 -0.060129999999999996 -0.013929999999999998
decision_type=2 2 2 2 2
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internal_value=0 0.00246077 -0.00618108 -0.00138148 0.00511492
internal_weight=0 0.00553841 0.00228683 0.00447497 0.00266956
internal_count=3121 2835 286 2561 573
is_linear=0
shrinkage=0.1


Tree=8514
num_leaves=7
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split_feature=157 160 52 4 2 1
split_gain=2.74482e-05 5.49006e-05 3.474e-05 4.16262e-05 3.86737e-05 5.43497e-05
threshold=-0.06266999999999999 -1.0000000180025095e-35 0.096795000000000006 0.24564500000000003 0.093175000000000022 0.090840000000000018
decision_type=2 2 2 2 2 2
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internal_value=0 -5.04175e-05 1.85737e-05 -5.22652e-05 -0.000159278 -2.2896e-05
internal_weight=0 0.00764696 0.00652226 0.00523856 0.00381027 0.00258036
internal_count=3121 2661 2007 1764 1471 1037
is_linear=0
shrinkage=0.00196078


Tree=8515
num_leaves=7
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split_feature=131 13 2 160 15 47
split_gain=2.11293e-05 3.65709e-05 3.10607e-05 3.0533e-05 3.79818e-05 3.78836e-05
threshold=0.078765000000000016 -0.076599999999999988 0.10005000000000001 -0.080719999999999986 -0.0040799999999999994 0.092710000000000015
decision_type=2 2 2 2 2 2
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internal_weight=0 0.00739478 0.0022872 0.00510758 0.00405764 0.00248356
internal_count=3121 2605 1052 1553 1302 573
is_linear=0
shrinkage=0.00196078


Tree=8516
num_leaves=7
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split_feature=42 43 51 15 16 3
split_gain=1.19167e-05 2.5326e-05 3.59899e-05 3.00407e-05 5.85309e-05 2.8136e-05
threshold=0.091735000000000025 0.05259500000000001 -0.076794999999999988 -0.10324499999999999 -0.088394999999999987 -0.026224999999999995
decision_type=2 2 2 2 2 2
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internal_weight=0 0.00668729 0.00558579 0.0045249 0.00320804 0.00215408
internal_count=3121 2454 2166 1760 1449 1044
is_linear=0
shrinkage=0.1


Tree=8517
num_leaves=7
num_cat=0
split_feature=131 150 16 12 0 3
split_gain=2.25127e-05 2.85346e-05 5.70977e-05 3.14789e-05 3.94761e-05 2.7232e-05
threshold=0.078765000000000016 0.080470000000000014 0.013515000000000001 0.086915000000000006 -0.10474999999999998 -0.020429999999999997
decision_type=2 2 2 2 2 2
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leaf_count=238 516 358 422 892 537 158
internal_value=0 3.16772e-05 -2.78449e-05 -0.000179659 -6.20026e-05 0.000215648
internal_weight=0 0.00734772 0.00593856 0.00365791 0.00257892 0.00228065
internal_count=3121 2605 2247 1667 775 580
is_linear=0
shrinkage=0.00196078


Tree=8518
num_leaves=7
num_cat=0
split_feature=131 49 15 4 52 47
split_gain=1.91969e-05 3.45352e-05 3.75691e-05 5.25725e-05 5.15654e-05 3.6562e-05
threshold=0.078765000000000016 -0.047584999999999995 -0.037864999999999989 -0.059649999999999988 0.077655000000000016 0.092710000000000015
decision_type=2 2 2 2 2 2
left_child=1 -1 5 4 -4 -3
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leaf_count=347 516 709 534 311 510 194
internal_value=0 3.00607e-05 -4.29444e-05 9.6717e-05 -7.68847e-05 -0.000225795
internal_weight=0 0.00731748 0.00565612 0.00320678 0.00216946 0.00244934
internal_count=3121 2605 2258 1355 1044 903
is_linear=0
shrinkage=0.00196078


Tree=8519
num_leaves=8
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split_feature=50 12 2 151 12 16 3
split_gain=2.20142e-05 2.58865e-05 7.17766e-05 6.35767e-05 5.37139e-05 5.02812e-05 1.17059e-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=-8.6047632078512209e-06 -0.0002774333242010763 0.00029148474627936269 -0.00026423104197120269 0.00031020099633367876 -0.00063005956312084171 -7.2527386542858288e-05 0.00060984775497425602
leaf_weight=0.0010987297258900463 0.0010035710086830482 0.0012335397453542883 0.0011407443030545562 0.0010041979013691252 0.0010416749569803583 0.0010342055414560005 0.0010007716434652916
leaf_count=240 560 341 241 466 903 271 99
internal_value=0 3.16632e-05 -1.90462e-05 0.000130479 -0.000311049 0.000278633 0.000459768
internal_weight=0 0.00755386 0.00632032 0.00417992 0.0021404 0.00303918 0.00200497
internal_count=3121 2561 2220 1077 1143 836 565
is_linear=0
shrinkage=0.00196078


Tree=8520
num_leaves=6
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split_feature=49 1 47 4 52
split_gain=1.14728e-05 2.09288e-05 2.39368e-05 3.29539e-05 3.12173e-05
threshold=-0.047584999999999995 0.12337000000000002 0.090280000000000013 0.04735000000000001 0.0031350000000000002
decision_type=2 2 2 2 2
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leaf_weight=0.0017558620690731426 0.0015980433316541308 0.0010011935406277813 0.0010352849541840096 0.0011385680994818572 0.0013230309209993109
leaf_count=403 1001 244 263 328 882
internal_value=0 -0.00212589 -0.00472327 -0.00126188 -0.00688681
internal_weight=0 0.00609612 0.00509493 0.00405964 0.00292107
internal_count=3121 2718 2474 2211 1883
is_linear=0
shrinkage=0.1


Tree=8521
num_leaves=7
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split_feature=50 47 4 52 4 4
split_gain=2.49391e-05 2.44387e-05 7.41245e-05 4.92477e-05 3.11403e-05 5.98526e-05
threshold=0.088425000000000017 0.10904500000000002 0.24564500000000003 -0.088204999999999992 -1.0000000180025095e-35 -0.35136499999999998
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 4 -6 -7
leaf_value=-0.00036414232513013291 -0.00029404216105619909 -0.00023677988201741796 0.00051606840456328896 -0.00015413563344004446 -0.00014192736612226681 0.00045955231052054993
leaf_weight=0.0012311778878753201 0.0010086795569112907 0.0010950437599571506 0.0012169003921184739 0.0010149771359823695 0.0014842510367969767 0.0015351682024584148
leaf_count=533 560 137 353 64 350 1124
internal_value=0 3.41518e-05 7.99186e-05 -2.08778e-05 8.38763e-05 0.0002153
internal_weight=0 0.00757752 0.00648247 0.00526557 0.0040344 0.00255015
internal_count=3121 2561 2424 2071 1538 1188
is_linear=0
shrinkage=0.00196078


Tree=8522
num_leaves=7
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split_feature=52 160 1 1 4 3
split_gain=3.53205e-05 0.000116369 4.53188e-05 5.1346e-05 4.01216e-05 1.80813e-05
threshold=-0.046924999999999988 -1.0000000180025095e-35 0.08844500000000001 0.10612500000000001 0.0061450000000000003 -0.055119999999999995
decision_type=2 2 2 2 2 2
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leaf_value=-3.1298991653655273e-05 -0.00066672060564772553 -0.00035790403042860851 0.00055566965878391854 -1.8036291766490957e-06 0.00043149811978979505 9.428926704672589e-06
leaf_weight=0.0016219797325510723 0.0010934419809498462 0.0010417777576837307 0.0010243034407728159 0.0016722225617996662 0.0012954016420010784 0.001019237519206908
leaf_count=732 743 825 243 266 221 91
internal_value=0 -8.99179e-05 4.26506e-05 0.000209958 0.000174196 -0.000176246
internal_weight=0 0.00585098 0.00475754 0.00269653 0.00291738 0.00206102
internal_count=3121 2168 1425 509 953 916
is_linear=0
shrinkage=0.00196078


Tree=8523
num_leaves=6
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split_feature=52 0 1 2 16
split_gain=1.2222e-05 2.25766e-05 3.85971e-05 2.74369e-05 2.53812e-05
threshold=0.11434500000000002 -0.14920999999999998 0.10752500000000002 0.096540000000000015 0.058835000000000005
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -3
right_child=-2 3 -4 -5 -6
leaf_value=0.0062012017028671724 -0.010051360242649583 0.0060097030325624475 -0.021311605125803938 0.015146129227741216 -0.013420975825425572
leaf_weight=0.0010376284923007458 0.0010616453984537639 0.0019869967136892422 0.001002573814607069 0.0017649861028996277 0.001016002002501367
leaf_count=153 501 1438 79 686 264
internal_value=0 0.00148444 -0.00731884 0.00525132 -0.000564262
internal_weight=0 0.00680819 0.0020402 0.00476798 0.003003
internal_count=3121 2620 232 2388 1702
is_linear=0
shrinkage=0.1


Tree=8524
num_leaves=6
num_cat=0
split_feature=51 160 16 0 1
split_gain=1.15122e-05 3.00968e-05 3.15023e-05 2.73788e-05 6.9861e-05
threshold=-0.090529999999999985 -1.0000000180025095e-35 -0.056919999999999991 -0.18113999999999997 0.094385000000000011
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
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leaf_value=0.0093759642700947336 -0.015489417439986894 -0.0053030711866668204 -0.0088044219472560355 -0.0041324614044809379 0.030049481260551344
leaf_weight=0.0011092474934400551 0.0012696681807440264 0.0011852970686733601 0.0019010990519877815 0.0011735924134475871 0.0012189383531865843
leaf_count=407 807 110 579 909 309
internal_value=0 -0.00161687 0.00159791 0.00712525 0.0132824
internal_weight=0 0.0067486 0.00547893 0.00357783 0.00239253
internal_count=3121 2714 1907 1328 1218
is_linear=0
shrinkage=0.1


Tree=8525
num_leaves=7
num_cat=0
split_feature=484 160 4 13 133 1
split_gain=4.05744e-05 4.05658e-05 4.41552e-05 3.33275e-05 7.0514e-05 6.59607e-05
threshold=0.084040000000000017 -1.0000000180025095e-35 0.24564500000000003 0.0076650000000000008 0.083950000000000011 0.094465000000000007
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=-0.00040142013599574677 0.00036729220426732822 -0.00044667973400937846 0.00028962486315547048 -0.00035003682914678006 0.00044642515448733489 0.00016578228697941124
leaf_weight=0.001091886147839229 0.0010069130750890139 0.001419794767992102 0.001605794034796406 0.0013301907828963669 0.0010357649014527963 0.0012906125069416016
leaf_count=632 368 755 305 352 491 218
internal_value=0 -5.10268e-05 6.22864e-06 -8.34174e-05 1.12538e-05 -0.000155044
internal_weight=0 0.00777404 0.00668216 0.00507636 0.00374617 0.00271041
internal_count=3121 2753 2121 1816 1464 973
is_linear=0
shrinkage=0.00196078


Tree=8526
num_leaves=6
num_cat=0
split_feature=484 42 49 0 16
split_gain=1.2558e-05 1.82236e-05 2.46304e-05 4.91893e-05 3.77569e-05
threshold=0.073690000000000019 -1.0000000180025095e-35 -0.047584999999999995 -0.10474999999999998 0.15891500000000003
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_count=806 394 309 281 1041 290
internal_value=0 -0.00160848 0.000740573 -0.00323657 0.0060944
internal_weight=0 0.00683168 0.0056607 0.00415151 0.00239303
internal_count=3121 2727 1921 1612 1331
is_linear=0
shrinkage=0.1


Tree=8527
num_leaves=7
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split_feature=131 12 12 52 0 2
split_gain=1.9934e-05 3.49251e-05 5.86315e-05 4.17637e-05 4.8415e-05 6.60874e-05
threshold=0.078765000000000016 0.098810000000000023 0.086700000000000013 0.092650000000000024 -0.12333499999999999 0.10882500000000002
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 -5 -6 -7
leaf_value=0.00039796718414596073 -0.00026199930865505416 -0.00028632094164511823 0.00044702695048064303 0.00034463757141177381 -0.00036423081190250232 -0.00027759303267311099
leaf_weight=0.0011888505231254839 0.0010134809091879539 0.0011264689390710087 0.0013702930992572819 0.0010001144675829913 0.0016113373898726797 0.0010470854628847636
leaf_count=166 516 406 919 195 808 111
internal_value=0 3.13535e-05 8.89071e-05 -1.23287e-05 -0.000105124 8.16033e-05
internal_weight=0 0.00734415 0.00621768 0.00484739 0.00384727 0.00223594
internal_count=3121 2605 2199 1280 1085 277
is_linear=0
shrinkage=0.00196078


Tree=8528
num_leaves=6
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split_feature=50 4 457 16 52
split_gain=1.11333e-05 2.13148e-05 1.90267e-05 3.92094e-05 2.66686e-05
threshold=0.079410000000000008 0.36766000000000004 0.045365000000000009 -0.084119999999999986 0.091275000000000009
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.0162458833819017 -0.0096075979642563248 0.014495142592051988 0.011426828213563297 -0.0040012890030624191 0.015319788675083258
leaf_weight=0.0016215365978774206 0.0010561991506826763 0.0010546497232881338 0.0010182917561580816 0.0019880737567906778 0.0011150886974097573
leaf_count=583 609 303 240 1051 335
internal_value=0 0.00142813 -0.000971512 -0.00364367 0.00294154
internal_weight=0 0.00679764 0.00574299 0.0047247 0.00310316
internal_count=3121 2512 2209 1969 1386
is_linear=0
shrinkage=0.1


Tree=8529
num_leaves=6
num_cat=0
split_feature=3 48 133 16 0
split_gain=1.20458e-05 3.36864e-05 3.9484e-05 7.24949e-05 4.82185e-05
threshold=-0.14477499999999996 0.10396500000000002 0.083950000000000011 0.0065250000000000004 -0.10607499999999999
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
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leaf_value=-0.009805901241098966 -0.0052244018936500637 0.01829783741899231 0.015163308367058171 0.011156860100524781 -0.031776373195972762
leaf_weight=0.001089829807666985 0.0018537619982039312 0.0010169604043908939 0.0011450053550218142 0.0016533146297520412 0.0010838177185645264
leaf_count=277 306 191 922 386 1039
internal_value=0 0.00152401 -0.00144994 -0.00559342 -0.0150207
internal_weight=0 0.00675286 0.0057359 0.00459089 0.00293758
internal_count=3121 2844 2653 1731 1345
is_linear=0
shrinkage=0.1


Tree=8530
num_leaves=7
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split_feature=52 0 4 47 48 15
split_gain=1.11377e-05 2.04627e-05 4.04308e-05 2.97879e-05 3.69767e-05 6.45714e-05
threshold=0.11434500000000002 -0.062294999999999996 -0.35136499999999998 0.092530000000000015 0.085875000000000021 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
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leaf_value=0.021957268651642978 -0.0096209873149610183 -0.004734302282975146 0.021957116284255552 -0.017528602366610836 -0.01425678976004746 -0.010870715815285599
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internal_value=0 0.00144009 0.00917092 -0.00246884 0.00192922 0.00849224
internal_weight=0 0.0067714 0.00227401 0.00449739 0.00348084 0.00247663
internal_count=3121 2620 497 2123 1905 1646
is_linear=0
shrinkage=0.1


Tree=8531
num_leaves=7
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split_feature=11 13 12 3 0 52
split_gain=4.94828e-05 3.51456e-05 5.6568e-05 6.99875e-05 0.000112019 7.1125e-05
threshold=1.0000000180025095e-35 -0.094514999999999988 -0.010834999999999999 -0.086554999999999979 -0.088099999999999984 -0.0064899999999999992
decision_type=2 2 2 2 2 2
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leaf_value=0.00028292877240524968 -0.00041822637224178281 0.00039777541197557194 0.00025232800078456226 -0.00037826709480410256 -0.00078962957540188231 0.00027610054473796799
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leaf_count=309 244 320 647 195 1113 293
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internal_weight=0 0.00792173 0.00609225 0.00508588 0.00363083 0.00256137
internal_count=3121 2877 2568 2248 1601 488
is_linear=0
shrinkage=0.00196078


Tree=8532
num_leaves=7
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split_feature=50 52 4 47 0 1
split_gain=2.49496e-05 3.29976e-05 3.55737e-05 6.03143e-05 6.61087e-05 7.73826e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00762572 0.0065787 0.00544971 0.00425395 0.00266745
internal_count=3121 2561 2095 2013 1833 1651
is_linear=0
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Tree=8533
num_leaves=7
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split_feature=42 157 42 0 16 16
split_gain=1.0947e-05 2.51955e-05 4.36507e-05 3.88416e-05 4.60017e-05 3.60362e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00669197 0.0056356 0.00447111 0.00329637 0.00227956
internal_count=3121 2454 1947 1152 951 528
is_linear=0
shrinkage=0.1


Tree=8534
num_leaves=7
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split_feature=50 1 52 47 52 4
split_gain=2.73579e-05 3.12004e-05 4.66797e-05 0.000109372 3.45089e-05 5.25255e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00756089 0.00407638 0.00286496 0.00348452 0.00239211
internal_count=3121 2561 889 543 1672 1263
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Tree=8535
num_leaves=6
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split_feature=50 40 16 4 49
split_gain=2.38907e-05 2.4686e-05 6.61598e-05 6.19263e-05 5.90738e-05
threshold=0.088425000000000017 -0.064864999999999992 -0.079109999999999986 -0.033174999999999989 -0.026779999999999995
decision_type=2 2 2 2 2
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leaf_count=260 560 156 703 649 793
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internal_weight=0 0.0076841 0.00663084 0.0036957 0.00293514
internal_count=3121 2561 2301 1352 949
is_linear=0
shrinkage=0.00196078


Tree=8536
num_leaves=6
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split_feature=1 52 4 13 3
split_gain=1.34076e-05 2.58757e-05 4.52564e-05 2.40586e-05 3.47129e-05
threshold=0.090405000000000013 -0.077024999999999996 -0.083854999999999985 -0.00096999999999999983 0.10893000000000001
decision_type=2 2 2 2 2
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leaf_count=460 679 385 1155 340 102
internal_value=0 -0.00478074 -0.0104415 0.0035601 -0.00210544
internal_weight=0 0.00340323 0.00239421 0.00444357 0.0027897
internal_count=3121 2000 1540 1121 442
is_linear=0
shrinkage=0.1


Tree=8537
num_leaves=6
num_cat=0
split_feature=133 42 12 3 52
split_gain=1.24278e-05 4.24388e-05 5.95787e-05 3.0664e-05 2.89734e-05
threshold=0.091410000000000005 0.08623500000000002 0.084100000000000022 0.076840000000000006 -0.0064899999999999992
decision_type=2 2 2 2 2
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leaf_value=0.017407832264237273 -0.010464388786419757 0.015195819186149553 -0.021543414156285016 -0.012523141559194671 0.0080183708875889905
leaf_weight=0.0010900595954442698 0.0010000969474053207 0.0016943095604311908 0.0013014434638081648 0.0013953093830442634 0.0013519724209661741
leaf_count=400 603 788 942 204 184
internal_value=0 0.00147099 -0.00305422 0.00321643 -0.0024144
internal_weight=0 0.00683309 0.00513878 0.00383734 0.00274728
internal_count=3121 2518 1730 788 388
is_linear=0
shrinkage=0.1


Tree=8538
num_leaves=7
num_cat=0
split_feature=131 157 52 3 3 12
split_gain=2.46628e-05 2.57591e-05 5.73784e-05 5.85959e-05 4.72165e-05 8.11857e-05
threshold=0.078765000000000016 -0.060134999999999994 0.10744000000000002 0.12178000000000001 -1.0000000180025095e-35 0.086700000000000013
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 -5 -6 -7
leaf_value=0.00032109789786001719 -0.00028660015291647834 -0.00056497075877568609 0.00038320842393682668 -0.0005141834085937118 0.00025104104952518221 0.00012866939897859103
leaf_weight=0.0010207216083914323 0.0010706693080657853 0.0011200617370649537 0.0011567013743156015 0.0010485774489696672 0.0017555072524779941 0.0015416824219669717
leaf_count=396 516 587 394 133 188 907
internal_value=0 3.1154e-05 -1.35347e-05 -9.74951e-05 1.41935e-06 -0.000163214
internal_weight=0 0.00764325 0.00662253 0.00546583 0.00441725 0.00266174
internal_count=3121 2605 2209 1815 1682 1494
is_linear=0
shrinkage=0.00196078


Tree=8539
num_leaves=7
num_cat=0
split_feature=131 12 52 12 4 1
split_gain=2.24263e-05 2.60595e-05 5.22219e-05 3.91937e-05 4.62048e-05 5.35367e-05
threshold=0.078765000000000016 0.098810000000000023 0.091275000000000009 0.086700000000000013 -0.059649999999999988 0.10612500000000001
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=-0.00046488318764853449 -0.00027732384374528062 -0.000241871001069984 0.00042802994891706018 0.00032428962514974725 0.00029547829964072321 -0.00023889017212638583
leaf_weight=0.0010010846434529469 0.0010249514087702196 0.0011300650140177969 0.0013204260057733865 0.0010545818544145723 0.0014190502023824596 0.0014649778471582256
leaf_count=358 516 406 449 669 468 255
internal_value=0 3.21757e-05 8.16461e-05 -1.09456e-05 -0.000101942 2.40392e-05
internal_weight=0 0.00739019 0.00626012 0.00493969 0.00388511 0.00288403
internal_count=3121 2605 2199 1750 1081 723
is_linear=0
shrinkage=0.00196078


Tree=8540
num_leaves=7
num_cat=0
split_feature=131 13 47 1 2 4
split_gain=2.81586e-05 4.92775e-05 3.93337e-05 7.99727e-05 4.0919e-05 4.11508e-05
threshold=0.078765000000000016 -0.23438999999999996 0.10621500000000002 0.10234000000000001 0.092755000000000018 -0.019614999999999997
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=0.00044199614854744128 -0.00029819530459059115 -0.00025815621286365509 -0.00036009356776068262 0.00037744734450373624 -0.00040928588271255654 0.00025696254858499168
leaf_weight=0.0010163407180562101 0.0010804938498009077 0.0010760565600435052 0.0011010859206320714 0.0018558187024727705 0.0012546366474439209 0.0013371664252154977
leaf_count=138 516 837 124 392 626 488
internal_value=0 3.99817e-05 -2.16935e-05 4.57629e-05 -0.000122059 2.7271e-05
internal_weight=0 0.0076411 0.00662476 0.00552368 0.00366786 0.00241322
internal_count=3121 2605 2467 2343 1951 1325
is_linear=0
shrinkage=0.00196078


Tree=8541
num_leaves=7
num_cat=0
split_feature=50 1 47 52 43 1
split_gain=4.8786e-05 3.64441e-05 5.26153e-05 5.83431e-05 4.71469e-05 4.11883e-06
threshold=0.088425000000000017 0.077565000000000009 0.077555000000000013 -0.069804999999999992 0.070450000000000013 0.11588000000000001
decision_type=2 2 2 2 2 2
left_child=1 4 3 -3 -1 -4
right_child=-2 2 5 -5 -6 -7
leaf_value=-0.00037366634162664872 -0.00040876565336618018 -1.8337645978742019e-05 -0.00019473007202292216 0.00051363279556450368 0.00016965582232418832 -1.7610158993126474e-05
leaf_weight=0.0014504142316591126 0.0010023976321646517 0.001340328445916277 0.0010083016433217605 0.0019397659276270632 0.0010648535798420001 0.0010108052638103976
leaf_count=1246 560 351 165 526 189 84
internal_value=0 5.07123e-05 0.000142965 0.000296256 -0.000143648 -0.00010606
internal_weight=0 0.00781447 0.0052992 0.00328009 0.00251527 0.00201911
internal_count=3121 2561 1126 877 1435 249
is_linear=0
shrinkage=0.00196078


Tree=8542
num_leaves=6
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split_feature=42 49 47 15 4
split_gain=1.30042e-05 2.19624e-05 3.06434e-05 2.16031e-05 5.79109e-05
threshold=0.091735000000000025 -0.00064499999999999985 0.10254000000000001 -0.037864999999999989 -0.084369999999999987
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.0073954628034139623 -0.0098684127590421052 -0.0099766018745322243 0.020525429883208948 -0.0073069741730380292 0.02293417364956217
leaf_weight=0.0019261751559536012 0.0011536376484128042 0.0012049919750050475 0.0010305624966758802 0.0014113598027983829 0.0011485548002304045
leaf_count=571 667 642 142 500 599
internal_value=0 0.00162378 0.00524649 0.00106421 0.0062613
internal_weight=0 0.00672164 0.00479547 0.00376491 0.00255991
internal_count=3121 2454 1883 1741 1099
is_linear=0
shrinkage=0.1


Tree=8543
num_leaves=7
num_cat=0
split_feature=1 3 133 16 12 16
split_gain=1.14326e-05 3.57588e-05 6.1567e-05 4.71666e-05 2.28301e-05 3.79701e-05
threshold=0.10089500000000001 -0.12018999999999998 0.083950000000000011 -0.071854999999999988 0.051320000000000005 -0.074319999999999983
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=0.012611212716954348 -0.0036922122277105946 -0.033828494136862682 0.010749140393966062 -0.004363955390318682 -0.0059669054203992889 0.02277004229313348
leaf_weight=0.0010426567818150969 0.001010653509487125 0.0010351903654348034 0.001089655996739445 0.0011433579982391632 0.001370061032459638 0.0011699213469613897
leaf_count=193 271 711 829 608 285 224
internal_value=0 -0.00351356 -0.00865785 -0.0183647 0.00414928 0.0105053
internal_weight=0 0.00431086 0.0032682 0.00217855 0.00355064 0.00218057
internal_count=3121 2341 2148 1319 780 495
is_linear=0
shrinkage=0.1


Tree=8544
num_leaves=7
num_cat=0
split_feature=50 15 16 2 0 43
split_gain=2.19155e-05 2.94104e-05 3.73252e-05 5.38015e-05 7.77642e-05 8.92465e-05
threshold=0.088425000000000017 -0.15914499999999995 -0.36241499999999999 0.10644500000000001 -0.053834999999999994 -0.072864999999999985
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 -5 -6 -7
leaf_value=0.00033957523760380593 -0.00027834688254869537 -0.00035844386962495593 0.00053087590825416468 0.00040844694334312706 -0.00038742726903680117 -0.00018009565617493174
leaf_weight=0.0010129506679964128 0.001014684841957744 0.0010496394609753549 0.0012604450990897531 0.0012216771216304653 0.0016871458243981909 0.001471018284087109
leaf_count=314 560 221 622 352 207 845
internal_value=0 2.82097e-05 -1.89355e-05 4.4246e-05 -5.645e-05 0.000147985
internal_weight=0 0.00770288 0.00668993 0.00564029 0.00441861 0.00273146
internal_count=3121 2561 2247 2026 1674 1467
is_linear=0
shrinkage=0.00196078


Tree=8545
num_leaves=6
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split_feature=1 15 47 16 0
split_gain=1.2221e-05 2.64119e-05 3.77302e-05 3.46989e-05 2.59021e-05
threshold=0.077565000000000009 1.0000000180025095e-35 0.087235000000000021 -0.090344999999999995 0.024095000000000002
decision_type=2 2 2 2 2
left_child=4 2 3 -2 -1
right_child=1 -3 -4 -5 -6
leaf_value=-0.01825138734939669 0.02796668684075674 -0.011579839974587931 -0.004667647271725475 0.004221101777216363 0.003218944808013856
leaf_weight=0.0010027997396270987 0.0010333815724786607 0.0010792826032705394 0.0019415727219621926 0.0015213986145584594 0.0012780022911408418
leaf_count=1553 285 433 295 472 83
internal_value=0 0.00246819 0.00584021 0.0138259 -0.00622091
internal_weight=0 0.00557564 0.00449635 0.00255478 0.0022808
internal_count=3121 1485 1052 757 1636
is_linear=0
shrinkage=0.1


Tree=8546
num_leaves=7
num_cat=0
split_feature=131 13 2 457 1 1
split_gain=1.90272e-05 2.99831e-05 2.61394e-05 2.56092e-05 3.27432e-05 6.61991e-05
threshold=0.078765000000000016 -0.076599999999999988 0.10005000000000001 0.045365000000000009 0.111945 0.086560000000000012
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=1.9570153778053636e-05 -0.00025211643369909382 4.8376082391674218e-05 0.0004356547682483716 0.00022708534428725948 0.00012370698976494428 -0.00056462210738430867
leaf_weight=0.0012290117311420283 0.0010344347863787632 0.0014078156355427178 0.0011000736177293885 0.0010117439829036385 0.0013881290582159122 0.0013053323843936588
leaf_count=806 516 795 246 173 192 393
internal_value=0 3.1693e-05 0.000216095 -5.23059e-05 -0.000121229 -0.000246546
internal_weight=0 0.00744211 0.00232909 0.00511302 0.00410128 0.00271315
internal_count=3121 2605 1052 1553 1380 1188
is_linear=0
shrinkage=0.00196078


Tree=8547
num_leaves=6
num_cat=0
split_feature=52 12 13 12 1
split_gain=1.20427e-05 2.11785e-05 3.94714e-05 3.25201e-05 3.78343e-05
threshold=0.11434500000000002 0.097825000000000009 -0.094514999999999988 1.0000000180025095e-35 0.10612500000000001
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=0.013538274858928463 -0.010008092316604553 0.01247931667989631 0.0076977505721281814 -0.021874230726445995 -0.015112114206028074
leaf_weight=0.0013406250308085049 0.001051756786077827 0.0013942493500542739 0.0018785905169392764 0.0010032312697511128 0.0011864295167758111
leaf_count=271 501 409 324 1374 242
internal_value=0 0.00148984 -0.00134292 -0.00624677 -0.00113165
internal_weight=0 0.00680313 0.00540888 0.00406825 0.00306502
internal_count=3121 2620 2211 1940 566
is_linear=0
shrinkage=0.1


Tree=8548
num_leaves=6
num_cat=0
split_feature=133 42 12 3 16
split_gain=1.27392e-05 3.89497e-05 4.74641e-05 2.47713e-05 2.55957e-05
threshold=0.091410000000000005 0.08623500000000002 0.084100000000000022 0.076840000000000006 -0.062804999999999986
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.015503257307443886 -0.010550177312209065 0.014652173671605817 -0.019368132246033141 0.0058943572877233948 -0.013647017884277596
leaf_weight=0.0010909205890204813 0.0010062749539580121 0.0016939547452465443 0.0012976564068481514 0.0015978493277501947 0.0011546375063898441
leaf_count=400 603 788 942 210 178
internal_value=0 0.0015012 -0.00283199 0.00275114 -0.00230303
internal_weight=0 0.00683502 0.00514106 0.00384341 0.00275249
internal_count=3121 2518 1730 788 388
is_linear=0
shrinkage=0.1


Tree=8549
num_leaves=6
num_cat=0
split_feature=42 157 0 16 16
split_gain=1.4568e-05 2.00771e-05 3.91471e-05 5.28702e-05 2.74087e-05
threshold=0.091735000000000025 -1.0000000180025095e-35 -0.019414999999999998 -0.056919999999999991 -0.27167499999999994
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
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leaf_value=-0.010900165948939756 -0.010446153111913685 -0.0051187215846110684 0.018309804888823271 -0.018684279762090333 0.014312649104888608
leaf_weight=0.0010565345227257833 0.0011482026145547362 0.0012366880965641914 0.0014453231801412544 0.0011827970992987265 0.0017575451974137961
leaf_count=507 667 257 198 605 887
internal_value=0 0.00174765 0.00412438 -0.000784013 0.00628704
internal_weight=0 0.00667889 0.00562235 0.00417703 0.00299423
internal_count=3121 2454 1947 1749 1144
is_linear=0
shrinkage=0.1


Tree=8550
num_leaves=7
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split_feature=11 43 2 0 3 0
split_gain=5.25698e-05 4.69064e-05 5.81661e-05 5.21246e-05 4.9167e-05 2.13206e-05
threshold=1.0000000180025095e-35 -0.052894999999999991 0.089885000000000007 -0.053834999999999994 0.12178000000000001 -0.17169499999999996
decision_type=2 2 2 2 2 2
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leaf_value=0.00047483226792823522 -0.00042853590312716768 -0.00040573144699282106 0.0004663527882908322 -7.5499813393411128e-05 -0.0001946616588739185 6.4772795442312085e-05
leaf_weight=0.0016506923455133129 0.0010013146662043899 0.0013868143176674649 0.0010287340535579106 0.0011043851366557981 0.0015618050952331129 0.0010047253908739423
leaf_count=1158 244 810 79 193 177 460
internal_value=0 4.89269e-05 -6.46047e-05 0.000254229 6.69793e-05 0.000267933
internal_weight=0 0.00773716 0.00498208 0.00275508 0.00359526 0.00203346
internal_count=3121 2877 1526 1351 716 539
is_linear=0
shrinkage=0.00196078


Tree=8551
num_leaves=6
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split_feature=1 43 0 12 4
split_gain=1.24844e-05 2.52614e-05 4.72073e-05 2.23184e-05 2.83713e-05
threshold=0.10293500000000001 -0.084004999999999982 -0.10011499999999998 0.051320000000000005 0.23246000000000003
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -2
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leaf_value=0.0077302434492478719 0.022287764125258493 0.0041742574972421153 -0.020563927877974921 -0.0059073697632237784 -0.0010147565812994219
leaf_weight=0.0013827859008891607 0.0010702425103078735 0.0015017201165310565 0.0015861440536335243 0.001267018513680706 0.0010208589981412254
leaf_count=615 211 291 1479 264 261
internal_value=0 -0.00350274 -0.00853301 0.00456584 0.0109117
internal_weight=0 0.00447065 0.00308786 0.00335812 0.0020911
internal_count=3121 2385 1770 736 472
is_linear=0
shrinkage=0.1


Tree=8552
num_leaves=6
num_cat=0
split_feature=52 12 15 0 1
split_gain=1.57349e-05 2.9803e-05 3.52574e-05 2.66041e-05 4.04022e-05
threshold=0.11434500000000002 0.086700000000000013 0.013270000000000002 -0.030209999999999997 0.094090000000000021
decision_type=2 2 2 2 2
left_child=1 3 -3 4 -1
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leaf_value=-0.00040278694891814168 -0.00022243573686034766 2.4321612168184176e-05 0.00047919180448903568 0.00019963718186034274 3.3598841040470306e-05
leaf_weight=0.0014668345325101627 0.001107735351962273 0.0018773376306628767 0.0010063208284529293 0.001038736696949595 0.0018374933289069587
leaf_count=711 501 689 655 198 367
internal_value=0 2.85284e-05 0.000183059 -7.40753e-05 -0.000160119
internal_weight=0 0.00722672 0.00288366 0.00434306 0.00330433
internal_count=3121 2620 1344 1276 1078
is_linear=0
shrinkage=0.00196078


Tree=8553
num_leaves=7
num_cat=0
split_feature=484 15 133 52 4 15
split_gain=1.21564e-05 1.84213e-05 3.80801e-05 3.80786e-05 9.14547e-05 4.22413e-05
threshold=0.073690000000000019 0.088345000000000021 1.0000000180025095e-35 0.070205000000000017 0.0061450000000000003 -0.095869999999999983
decision_type=2 2 2 2 2 2
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internal_weight=0 0.00680131 0.0057166 0.00470474 0.00354437 0.00254409
internal_count=3121 2727 2070 1375 946 439
is_linear=0
shrinkage=0.1


Tree=8554
num_leaves=8
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split_feature=50 12 2 12 151 16 3
split_gain=2.57395e-05 3.46337e-05 5.48241e-05 6.85122e-05 5.60122e-05 5.83818e-05 9.09605e-06
threshold=0.088425000000000017 0.10097500000000002 0.088850000000000012 0.051320000000000005 -0.0083949999999999979 0.071345000000000006 0.084940000000000015
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 4 -5 5 -7 -8
leaf_value=4.763687299736418e-05 -0.00030351941666087668 0.00032634125143345312 -0.00026542161050048594 -0.00064318369817960243 0.00030204619429498395 -0.00013598857455356827 0.00056469703355977743
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leaf_count=240 560 341 241 903 466 271 99
internal_value=0 2.90474e-05 -2.90555e-05 -0.000279063 0.000101691 0.000240234 0.000434319
internal_weight=0 0.0077086 0.00644834 0.00221428 0.00423406 0.00307398 0.00202786
internal_count=3121 2561 2220 1143 1077 836 565
is_linear=0
shrinkage=0.00196078


Tree=8555
num_leaves=7
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split_feature=16 15 15 2 2 42
split_gain=1.78393e-05 3.62226e-05 5.92549e-05 4.40673e-05 5.39924e-05 4.60795e-05
threshold=-0.5048999999999999 -0.11713499999999999 -0.090644999999999989 0.11093500000000002 0.090050000000000005 0.083995000000000014
decision_type=2 2 2 2 2 2
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leaf_weight=0.0012638096243522976 0.0010505761193525124 0.0011441207919971547 0.001223671774589903 0.0012308447452066169 0.0015045227576534819 0.0010135384855715795
leaf_count=222 383 288 678 305 587 658
internal_value=0 -4.61492e-05 1.16202e-05 -8.09515e-05 -0.000186819 6.33586e-06
internal_weight=0 0.00716727 0.0061167 0.00497258 0.00374173 0.00223721
internal_count=3121 2899 2516 2228 1923 1336
is_linear=0
shrinkage=0.00196078


Tree=8556
num_leaves=6
num_cat=0
split_feature=52 12 4 2 48
split_gain=1.26044e-05 2.26518e-05 2.70019e-05 2.06239e-05 5.35902e-05
threshold=0.11434500000000002 0.086700000000000013 0.09173000000000002 0.11215000000000001 0.083985000000000018
decision_type=2 2 2 2 2
left_child=1 3 -3 4 -1
right_child=-2 2 -4 -5 -6
leaf_value=-0.0086881212431157064 -0.010272047118762161 0.00038074024770295186 0.020727158198732779 -0.014974830087006933 0.019418549513261815
leaf_weight=0.0019469627267358928 0.001045806165550351 0.0016122629043093719 0.001095416936456481 0.0010881112725468294 0.0010411213651295077
leaf_count=801 501 1179 165 246 229
internal_value=0 0.00152215 0.00861207 -0.00318745 0.00110493
internal_weight=0 0.00678388 0.00270768 0.0040762 0.00298808
internal_count=3121 2620 1344 1276 1030
is_linear=0
shrinkage=0.1


Tree=8557
num_leaves=6
num_cat=0
split_feature=42 49 1 15 4
split_gain=1.29921e-05 2.17112e-05 2.65074e-05 4.50128e-05 2.42882e-05
threshold=0.091735000000000025 -0.0060549999999999988 0.111945 -0.037864999999999989 -0.084369999999999987
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.0074145704911675091 -0.0098765073546924764 -0.016475743153890266 0.017747532621356747 -0.00018650981096231657 0.019935631888311985
leaf_weight=0.0018944230663571673 0.0011473553625006624 0.0010562454524876428 0.0012502642948374427 0.0014405804802292519 0.0010278488645575005
leaf_count=540 667 576 235 500 603
internal_value=0 0.00164371 0.00523751 0.00079999 0.00819231
internal_weight=0 0.00666936 0.00477494 0.00352467 0.00246843
internal_count=3121 2454 1914 1679 1103
is_linear=0
shrinkage=0.1


Tree=8558
num_leaves=6
num_cat=0
split_feature=52 160 151 13 2
split_gain=1.12553e-05 2.03993e-05 3.08906e-05 5.4054e-05 3.18499e-05
threshold=0.11434500000000002 -0.027994999999999996 -0.0083949999999999979 0.0076650000000000008 0.089885000000000007
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.013639004327664621 -0.0097145960152864794 -0.016248515642947225 -0.0023796059017736943 -0.014871512131923961 0.017674821850323062
leaf_weight=0.0011411219939008385 0.0010423539942748285 0.001077500894491254 0.0013482289258025266 0.0012758141450120658 0.0019192999610706148
leaf_count=495 501 346 895 338 546
internal_value=0 0.00144895 -0.00102583 0.00258438 0.00940008
internal_weight=0 0.00676197 0.00562084 0.00454334 0.00326753
internal_count=3121 2620 2125 1779 1441
is_linear=0
shrinkage=0.1


Tree=8559
num_leaves=7
num_cat=0
split_feature=47 4 13 3 0 15
split_gain=2.14992e-05 6.25237e-05 4.95289e-05 4.12844e-05 0.000106492 5.35229e-05
threshold=0.11893500000000001 0.24564500000000003 -0.13710499999999998 -0.12018999999999998 -0.082974999999999979 -0.0088349999999999974
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=-0.00043152407032513501 -0.00028274068318037145 0.00034272334659330068 0.0003521771844597834 -0.00010749608356152465 -0.00053977693539757673 0.0004738750278129032
leaf_weight=0.0011919957688889381 0.0010017509384568852 0.0018022305642277194 0.0010818838462867252 0.0013398610592834437 0.0012861994324677838 0.0011158700831514362
leaf_count=155 115 397 203 652 1116 483
internal_value=0 2.23584e-05 -7.36173e-05 1.48238e-05 -8.27134e-05 0.000156676
internal_weight=0 0.00781804 0.00601581 0.00482381 0.00374193 0.00245573
internal_count=3121 3006 2609 2454 2251 1135
is_linear=0
shrinkage=0.00196078


Tree=8560
num_leaves=6
num_cat=0
split_feature=49 13 2 13 42
split_gain=1.11493e-05 2.12119e-05 2.73804e-05 3.62647e-05 4.37353e-05
threshold=-0.047584999999999995 -0.13710499999999998 0.11215000000000001 0.0076650000000000008 0.081660000000000024
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=0.0069668024705999672 -0.014188315679431693 0.023056629669282496 -0.012853806004900712 -0.0090137292443982064 -0.0037099104620706945
leaf_weight=0.0017563657541109067 0.0011681523076393805 0.0014575955648664044 0.001127554420467353 0.001248108125248326 0.0010503273113366901
leaf_count=403 203 738 363 360 1054
internal_value=0 -0.0020832 0.000812343 0.0049149 0.0118467
internal_weight=0 0.00605174 0.00488359 0.00375603 0.00250792
internal_count=3121 2718 2515 2152 1792
is_linear=0
shrinkage=0.1


Tree=8561
num_leaves=6
num_cat=0
split_feature=133 42 15 15 47
split_gain=2.18317e-05 6.2468e-05 8.96861e-05 5.49727e-05 5.36767e-05
threshold=0.091410000000000005 0.08623500000000002 1.0000000180025095e-35 -0.037864999999999989 0.092710000000000015
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=7.2874027727736469e-05 -0.00027261700164312347 0.00033385915417951235 -0.00059721607126870992 0.00031472948037082886 -0.0004803181139261846
leaf_weight=0.0018976304620809163 0.001062959628917756 0.0019154332511790335 0.00103638363822477 0.0017548887061183431 0.0010461251873454586
leaf_count=590 603 788 574 414 152
internal_value=0 2.72755e-05 -7.51199e-05 4.00393e-05 -0.000123714
internal_weight=0 0.00765046 0.00573503 0.00469864 0.00294376
internal_count=3121 2518 1730 1156 742
is_linear=0
shrinkage=0.00196078


Tree=8562
num_leaves=6
num_cat=0
split_feature=4 2 2 42 0
split_gain=1.18198e-05 2.35013e-05 2.9135e-05 3.60996e-05 2.12561e-05
threshold=0.24564500000000003 0.10981000000000002 0.092875000000000013 0.085465000000000013 -0.10151999999999999
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.00187236307395221 0.006877846925265445 0.009223631856239152 -0.01861859235976749 0.014308369127537199 -0.017663656060338245
leaf_weight=0.0011010046602898638 0.0018722629371897637 0.0013754659630252873 0.0012610218544766238 0.0010741150720101314 0.001127080399176053
leaf_count=153 426 377 527 734 904
internal_value=0 -0.00223445 -0.0056882 -0.000750422 -0.00800996
internal_weight=0 0.00593869 0.00456322 0.0033022 0.00222809
internal_count=3121 2695 2318 1791 1057
is_linear=0
shrinkage=0.1


Tree=8563
num_leaves=6
num_cat=0
split_feature=43 3 2 2 15
split_gain=1.1853e-05 4.12763e-05 3.36707e-05 3.31695e-05 2.19384e-05
threshold=-0.04890499999999999 -0.077774999999999983 0.089885000000000007 0.10613000000000002 -0.074054999999999996
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -5
right_child=2 -3 3 4 -6
leaf_value=-0.0048588311570846084 -0.01588493079944242 0.019649803988029752 0.014774766711775245 0.0051240153973059815 -0.014919167213732699
leaf_weight=0.0016924038693700331 0.0014392224659424031 0.0011569054146696688 0.0013232247231230272 0.0010517975182032383 0.0011358261502320303
leaf_count=960 856 495 375 198 237
internal_value=0 0.00509241 -0.00300355 0.00227699 -0.00528251
internal_weight=0 0.00284931 0.00495007 0.00351085 0.00218762
internal_count=3121 1455 1666 810 435
is_linear=0
shrinkage=0.1


Tree=8564
num_leaves=6
num_cat=0
split_feature=42 49 1 4 13
split_gain=1.03766e-05 2.06516e-05 2.46366e-05 4.3187e-05 2.24154e-05
threshold=0.091735000000000025 -0.0060549999999999988 0.111945 -0.0016099999999999997 -0.017449999999999997
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.0073675682809052892 -0.0088427913596211792 -0.00072801229983317478 0.017015544143837734 -0.014153984733661341 0.019280993658500663
leaf_weight=0.0018904135813257849 0.0011428451706092394 0.0011514696989824084 0.0012540041977070907 0.0012574180001925679 0.0010897488197611949
leaf_count=540 667 586 235 398 695
internal_value=0 0.00147304 0.00498949 0.00067903 0.00900098
internal_weight=0 0.00664305 0.00475264 0.00349864 0.00224122
internal_count=3121 2454 1914 1679 1281
is_linear=0
shrinkage=0.1


Tree=8565
num_leaves=6
num_cat=0
split_feature=49 52 2 42 0
split_gain=1.10586e-05 1.81274e-05 4.29786e-05 5.74689e-05 4.12044e-05
threshold=-0.047584999999999995 0.10744000000000002 0.11215000000000001 0.084050000000000014 -0.10151999999999999
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.0069508706674959357 0.022547653684793546 0.0097137221101299149 -0.022109519075878579 -0.018762240967514249 -0.0023138408896774304
leaf_weight=0.001753988070447781 0.0011510728365497541 0.0010725009440845333 0.0010949922423079974 0.0011178280073487136 0.0015839974204795413
leaf_count=403 187 506 343 775 907
internal_value=0 -0.00207227 -0.00462699 0.000341539 0.00814929
internal_weight=0 0.00602039 0.00494789 0.0038529 0.00273507
internal_count=3121 2718 2212 1869 1094
is_linear=0
shrinkage=0.1


Tree=8566
num_leaves=7
num_cat=0
split_feature=131 49 15 4 43 47
split_gain=1.94554e-05 2.97346e-05 3.5566e-05 4.32147e-05 4.69198e-05 4.22763e-05
threshold=0.078765000000000016 -0.047584999999999995 -0.037864999999999989 -0.059649999999999988 -0.0030899999999999994 0.092710000000000015
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=0.00025729410715283211 -0.000258554907830757 1.0955763179604636e-05 0.0002282256113065106 0.00042757656896598537 -0.000342737649027321 -0.00050640304632677575
leaf_weight=0.0017023598602442349 0.0010235558060350831 0.0013880434697280217 0.0011046683914621735 0.001035132226202586 0.001108734563217298 0.0010795529679057411
leaf_count=347 516 709 568 311 476 194
internal_value=0 2.98217e-05 -3.79234e-05 9.68765e-05 -5.77805e-05 -0.000215384
internal_weight=0 0.00741849 0.00571613 0.00324854 0.0022134 0.0024676
internal_count=3121 2605 2258 1355 1044 903
is_linear=0
shrinkage=0.00196078


Tree=8567
num_leaves=7
num_cat=0
split_feature=52 12 4 1 16 52
split_gain=1.14502e-05 2.30815e-05 2.53117e-05 2.02421e-05 2.90792e-05 8.92697e-06
threshold=0.11434500000000002 0.086700000000000013 0.09173000000000002 0.094090000000000021 -0.069894999999999985 -0.0027449999999999996
decision_type=2 2 2 2 2 2
left_child=1 3 -3 5 -5 -1
right_child=-2 2 -4 4 -6 -7
leaf_value=-0.017023782019167443 -0.0097859653982020154 0.00068784588446197791 0.020476120925260192 -0.0081329077955883053 0.015891687888453035 -0.0037430749642517976
leaf_weight=0.001009540944544208 0.0010430621837061041 0.0016052882456934457 0.0010821626188681503 0.0010150510400620562 0.0010003113074375472 0.0010149914031362076
leaf_count=433 501 1179 165 249 237 357
internal_value=0 0.00147437 0.00865604 -0.00330308 0.00379154 -0.0103656
internal_weight=0 0.00672735 0.00268745 0.00403989 0.00201536 0.00202453
internal_count=3121 2620 1344 1276 486 790
is_linear=0
shrinkage=0.1


Tree=8568
num_leaves=6
num_cat=0
split_feature=12 160 151 0 1
split_gain=2.39472e-05 7.39179e-05 6.15395e-05 8.8948e-05 9.38136e-05
threshold=-0.010834999999999999 -1.0000000180025095e-35 -0.0083949999999999979 -0.053834999999999994 0.095285000000000022
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=0.00023439963969572306 -0.00041256943922795593 -0.00035622957411381612 -2.9833949533225946e-05 -0.00025513517650517222 0.00065658865927850814
leaf_weight=0.0013725929287652207 0.0016499188645597677 0.0010951381740596016 0.0013961936211451143 0.0013606284278332116 0.0016945963897560202
leaf_count=421 870 249 1118 275 188
internal_value=0 -4.82142e-05 6.01696e-05 0.000162612 0.000346513
internal_weight=0 0.00719648 0.00554656 0.00445142 0.00309079
internal_count=3121 2700 1830 1581 1306
is_linear=0
shrinkage=0.00196078


Tree=8569
num_leaves=7
num_cat=0
split_feature=131 13 457 13 2 2
split_gain=1.69977e-05 2.88322e-05 3.15003e-05 3.1604e-05 2.63058e-05 1.99695e-05
threshold=0.078765000000000016 -0.076599999999999988 0.045365000000000009 0.11217000000000001 0.10005000000000001 0.099185000000000009
decision_type=2 2 2 2 2 2
left_child=1 4 3 5 -1 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=1.1550675816595944e-05 -0.00024179540686915488 -0.00041154774165584352 0.00025742480114946547 0.00012213782839163095 0.00043433502559869032 -7.370906386160182e-05
leaf_weight=0.0011863908848868975 0.0010081236317866843 0.0014249292937635401 0.0010007342166820253 0.0012789158950459508 0.0010816962182394045 0.0012742008382258985
leaf_count=806 516 766 173 192 246 422
internal_value=0 2.99431e-05 -5.35329e-05 -0.000131759 0.000213185 -0.000252061
internal_weight=0 0.00724687 0.00497878 0.00397805 0.00226809 0.00269913
internal_count=3121 2605 1553 1380 1052 1188
is_linear=0
shrinkage=0.00196078


Tree=8570
num_leaves=6
num_cat=0
split_feature=2 52 4 3 1
split_gain=1.05943e-05 2.60604e-05 3.00163e-05 2.07118e-05 1.74428e-05
threshold=0.099185000000000009 -0.088204999999999992 -0.0016099999999999997 0.12178000000000001 0.10439500000000002
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -2
right_child=3 2 -4 -5 -6
leaf_value=-0.01682038375493395 0.0013915477033464498 0.010761511409464172 -0.0080493152422760738 -0.0056804419540787783 0.019938450013976795
leaf_weight=0.0010706938588784924 0.0010281013386473207 0.0016467898181272936 0.0017494506064913821 0.0012866033006990575 0.001000575619148378
leaf_count=410 476 1320 472 174 269
internal_value=0 -0.00321684 0.00107179 0.00424462 0.0105392
internal_weight=0 0.00446693 0.00339624 0.00331528 0.00202868
internal_count=3121 2202 1792 919 745
is_linear=0
shrinkage=0.1


Tree=8571
num_leaves=6
num_cat=0
split_feature=457 2 43 13 13
split_gain=1.08321e-05 2.62097e-05 4.88721e-05 7.167e-05 5.61548e-05
threshold=0.045365000000000009 0.113445 -0.074359999999999996 -0.0030199999999999997 -0.095304999999999987
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -4
right_child=-2 -3 4 -5 -6
leaf_value=0.025504230869606761 0.008862452473148574 0.0094602393118475864 0.0036546554704452341 -0.011794710125329708 -0.024668194831119324
leaf_weight=0.0010170931257094686 0.001163653385447363 0.0016178304701149025 0.0011566968242577641 0.0010439056417019758 0.001773076687696822
leaf_count=689 289 472 185 257 1229
internal_value=0 -0.00160073 -0.0051863 0.00661214 -0.0134861
internal_weight=0 0.0066086 0.00499077 0.002061 0.00292977
internal_count=3121 2832 2360 946 1414
is_linear=0
shrinkage=0.1


Tree=8572
num_leaves=5
num_cat=0
split_feature=52 0 15 4
split_gain=1.09116e-05 2.41679e-05 3.79276e-05 4.78771e-05
threshold=0.11434500000000002 -0.019414999999999998 -0.0063699999999999989 0.24564500000000003
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=-0.019106813493435595 -0.0095399425513388487 0.012102745935097661 0.0094940483534157252 0.0054083957778711068
leaf_weight=0.0018329294678862257 0.0010442964087641554 0.0016162128726890084 0.0018494925497870578 0.0014090187317741772
leaf_count=1014 501 307 1044 255
internal_value=0 0.00144892 -0.001933 -0.00845199
internal_weight=0 0.00670765 0.00509144 0.00324195
internal_count=3121 2620 2313 1269
is_linear=0
shrinkage=0.1


Tree=8573
num_leaves=6
num_cat=0
split_feature=131 12 12 52 1
split_gain=2.75051e-05 3.77103e-05 6.34438e-05 4.19234e-05 3.08567e-05
threshold=0.078765000000000016 0.098810000000000023 0.086700000000000013 0.077655000000000016 0.094090000000000021
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.00031775907912120788 -0.00030634724384415353 -0.00029003135564774395 0.00047520143586932861 0.00031398922733695837 4.9964969893743875e-05
leaf_weight=0.0015673587890494564 0.0010003385593887236 0.0011206267716720574 0.0013567605296232778 0.0011840371483819853 0.001992820835802934
leaf_count=540 516 406 919 340 400
internal_value=0 4.05757e-05 0.000101302 -5.62713e-06 -0.000111924
internal_weight=0 0.0072216 0.00610098 0.00474422 0.00356018
internal_count=3121 2605 2199 1280 940
is_linear=0
shrinkage=0.00196078


Tree=8574
num_leaves=7
num_cat=0
split_feature=50 484 43 43 2 2
split_gain=3.18387e-05 2.84695e-05 2.62565e-05 6.77386e-05 4.42487e-05 2.96326e-05
threshold=0.088425000000000017 0.073690000000000019 -0.14968999999999996 -0.00067499999999999993 0.10613000000000002 0.090310000000000015
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=0.00022439986896746506 -0.00033347727168000764 0.00034059020750485368 -0.00047347397502176919 -7.0605770170467788e-06 -0.00018638824307791609 0.00045101990881524256
leaf_weight=0.0014329052849949286 0.0010077960130988146 0.0010295466772096782 0.0012461697214307668 0.0010205591361810661 0.0016854576296700418 0.0011600965371036029
leaf_count=212 560 342 1190 291 306 220
internal_value=0 3.74983e-05 -1.01775e-05 -7.59265e-05 5.22156e-05 0.000236636
internal_weight=0 0.00757473 0.00654519 0.00511228 0.00386611 0.00218066
internal_count=3121 2561 2219 2007 817 511
is_linear=0
shrinkage=0.00196078


Tree=8575
num_leaves=6
num_cat=0
split_feature=12 3 1 52 4
split_gain=1.18207e-05 3.89441e-05 6.60922e-05 2.55541e-05 4.58833e-05
threshold=0.051320000000000005 0.12178000000000001 0.094090000000000021 0.0060650000000000009 0.09173000000000002
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -2
right_child=3 -3 -4 -5 -6
leaf_value=-0.0052239693847421264 -0.010358979771746752 -0.012843665126186336 0.024499358543536361 -0.016138069027167436 0.0168063328819676
leaf_weight=0.00150760973524513 0.0014117459860789384 0.0010519057988275246 0.0014849344762711682 0.0011967181766771593 0.0011111307604474399
leaf_count=248 1159 189 384 987 154
internal_value=0 0.00370728 0.00952508 -0.00410339 0.00160523
internal_weight=0 0.00404445 0.00299254 0.00371959 0.00252288
internal_count=3121 821 632 2300 1313
is_linear=0
shrinkage=0.1


Tree=8576
num_leaves=7
num_cat=0
split_feature=3 13 3 1 16 3
split_gain=2.5649e-05 6.07652e-05 4.45383e-05 4.79376e-05 4.73741e-05 3.09991e-05
threshold=0.13524500000000003 -0.095539999999999986 0.076840000000000006 1.0000000180025095e-35 -0.090344999999999995 -0.078934999999999991
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -5
right_child=-2 2 4 5 -6 -7
leaf_value=-0.00047564681146716802 0.00024931013187013448 -0.00014689519578822935 9.5739667360981404e-05 7.8491303238137797e-05 -0.00048129198127366992 0.00050900975776006644
leaf_weight=0.0010958178589436278 0.0012950009773012193 0.001367456853065848 0.0010718808420654424 0.0012106791708185666 0.0011171240136152935 0.0013714089823352652
leaf_count=217 192 1491 83 510 148 480
internal_value=0 -5.0322e-05 2.56044e-05 0.000149945 -0.000198739 0.00030715
internal_weight=0 0.00723437 0.00613855 0.00394955 0.002189 0.00258209
internal_count=3121 2929 2712 2481 231 990
is_linear=0
shrinkage=0.00196078


Tree=8577
num_leaves=7
num_cat=0
split_feature=13 48 1 160 16 0
split_gain=2.06669e-05 3.94619e-05 3.93047e-05 2.79911e-05 2.15782e-05 2.09607e-05
threshold=-0.23438999999999996 0.11280000000000003 0.111945 -1.0000000180025095e-35 -0.15241499999999997 -0.084269999999999984
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=0.00025219394813724602 -0.00033505348975482147 -0.00039899169665400083 0.00029056748359801188 0.00024984468711073684 -0.00030038742465550059 6.70771021353118e-05
leaf_weight=0.0010580920913752893 0.0011650974609225019 0.0010182765589759396 0.0015275546472390414 0.0010574558560118132 0.0010186036023749072 0.0014412369726890654
leaf_count=169 796 126 302 176 591 961
internal_value=0 -4.12132e-05 1.74536e-05 -7.16454e-05 1.5608e-05 -8.50875e-05
internal_weight=0 0.00722823 0.00620995 0.00468239 0.0035173 0.00245984
internal_count=3121 2952 2826 2524 1728 1552
is_linear=0
shrinkage=0.00196078


Tree=8578
num_leaves=6
num_cat=0
split_feature=3 15 13 3 1
split_gain=1.2151e-05 2.20767e-05 3.37169e-05 7.70006e-05 2.15045e-05
threshold=0.13524500000000003 -0.11713499999999999 -0.033284999999999988 0.076840000000000006 0.086105000000000015
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.014292442290841543 0.009270323947601574 -0.010214072246262449 0.0090716702158404727 -0.010306222073431612 0.029459691851933728
leaf_weight=0.0011517034138498403 0.0011882767333709649 0.0018055119567963319 0.0010470820299680749 0.0015545284860369285 0.0010225827861917044
leaf_count=397 192 1350 638 185 359
internal_value=0 -0.00171693 0.000950477 0.00651247 0.019145
internal_weight=0 0.00658141 0.00542971 0.00362419 0.00206966
internal_count=3121 2929 2532 1182 997
is_linear=0
shrinkage=0.1


Tree=8579
num_leaves=6
num_cat=0
split_feature=42 160 151 16 2
split_gain=1.30237e-05 2.70878e-05 3.07463e-05 5.09845e-05 3.67286e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 0.16703000000000004 0.086885000000000004
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0093625175054643048 -0.009960695421521993 -0.010157313488838735 0.0010672264252139614 -0.0092801383009429549 0.024600224759099343
leaf_weight=0.0012539570949009083 0.0015112080687513484 0.0010207100670160726 0.0010301707261318653 0.0010760127013760747 0.0018618141200333102
leaf_count=862 828 300 406 278 447
internal_value=0 0.00176842 0.00532147 0.00930316 0.0162174
internal_weight=0 0.00649992 0.00498871 0.003968 0.00289198
internal_count=3121 2259 1431 1131 853
is_linear=0
shrinkage=0.1


Tree=8580
num_leaves=6
num_cat=0
split_feature=131 0 150 15 4
split_gain=1.66219e-05 2.82623e-05 3.71617e-05 8.3329e-05 2.20889e-05
threshold=0.077555000000000027 -1.0000000180025095e-35 0.081835000000000019 -0.016799999999999995 0.24564500000000003
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.00057244651408416586 -0.00024251855769331213 0.0002527333077937976 0.00025675113701828105 0.00018814045341271425 -0.00019819119381679488
leaf_weight=0.0010801167058027772 0.0010001382636170347 0.0016485691908399895 0.0012599658438317727 0.0018524868728128992 0.0013822071755249291
leaf_count=664 522 291 315 1128 201
internal_value=0 2.71929e-05 -3.95038e-05 -0.000126013 -0.000362361
internal_weight=0 0.00722335 0.00557478 0.00431481 0.00246232
internal_count=3121 2599 2308 1993 865
is_linear=0
shrinkage=0.00196078


Tree=8581
num_leaves=6
num_cat=0
split_feature=484 42 43 2 48
split_gain=1.25207e-05 1.85477e-05 3.01091e-05 3.87618e-05 4.91267e-05
threshold=0.073690000000000019 -1.0000000180025095e-35 1.0000000180025095e-35 0.090050000000000005 0.085485000000000019
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.013157181552186484 0.010361190009368351 0.01566827163584212 -0.014622577198946746 -0.017924604905854444 0.0089305048489411159
leaf_weight=0.0011491613226112737 0.0010083569315028715 0.0018061628028415368 0.00103299745992462 0.0012412451471944242 0.0015096783397927167
leaf_count=806 394 825 330 528 238
internal_value=0 -0.00158653 0.000792068 0.00428625 -0.0031868
internal_weight=0 0.00673925 0.00559008 0.00455709 0.00275092
internal_count=3121 2727 1921 1591 766
is_linear=0
shrinkage=0.1


Tree=8582
num_leaves=7
num_cat=0
split_feature=48 2 48 12 15 3
split_gain=1.21449e-05 3.71588e-05 3.63835e-05 3.74004e-05 5.33385e-05 4.95216e-05
threshold=0.11280000000000003 0.113445 0.083985000000000018 0.10097500000000002 -0.016799999999999995 -0.078934999999999991
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=-0.030009462872386962 -0.010065891448645494 0.018518332261519329 0.013843174436611727 0.010975488902206364 -0.017780656718813539 0.011033696150153913
leaf_weight=0.0010233143472541993 0.0010429231604054644 0.0010803826903024146 0.0011831423461838228 0.0010130479800469659 0.0011416576100959233 0.0012489737114156334
leaf_count=579 145 418 386 229 1027 337
internal_value=0 0.00153595 -0.00173447 -0.00589769 -0.0109046 -0.00272674
internal_weight=0 0.00669052 0.00561014 0.00442699 0.00341395 0.00239063
internal_count=3121 2976 2558 2172 1943 1364
is_linear=0
shrinkage=0.1


Tree=8583
num_leaves=6
num_cat=0
split_feature=16 4 16 16 2
split_gain=1.15299e-05 4.56591e-05 3.38073e-05 1.96268e-05 3.47248e-05
threshold=0.38525000000000004 -0.27825499999999997 0.0039400000000000008 -0.088159999999999988 0.092755000000000018
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.02080973678012208 0.00964734736430789 0.013956758848788551 0.01761722886118296 -0.010788927651707223 -0.0079037508056551114
leaf_weight=0.001040711244716384 0.0010621884835293376 0.0014532133636912593 0.0011110776047529858 0.0015914437755273404 0.0014533416875272514
leaf_count=155 311 542 392 1334 387
internal_value=0 -0.00157261 0.00199666 -0.00186187 0.00302602
internal_weight=0 0.00664979 0.00560908 0.004498 0.00290656
internal_count=3121 2810 2655 2263 929
is_linear=0
shrinkage=0.1


Tree=8584
num_leaves=5
num_cat=0
split_feature=0 43 13 48
split_gain=1.19735e-05 2.01777e-05 3.27309e-05 4.87054e-05
threshold=-1.0000000180025095e-35 -0.079329999999999984 -0.059629999999999996 0.085700000000000012
decision_type=2 2 2 2
left_child=1 -1 -3 -4
right_child=-2 2 3 -5
leaf_value=-0.010907533701799969 0.007519549609446831 0.013364651310043323 0.0055658463346671327 -0.022127343053984928
leaf_weight=0.0018147421651597976 0.0016522290130177473 0.0015331442882934999 0.0016751941684778468 0.0010228602403588804
leaf_count=968 325 917 743 168
internal_value=0 -0.00208631 0.00169707 -0.00493293
internal_weight=0 0.00604594 0.0042312 0.00269805
internal_count=3121 2796 1828 911
is_linear=0
shrinkage=0.1


Tree=8585
num_leaves=7
num_cat=0
split_feature=131 12 52 49 3 1
split_gain=2.99609e-05 3.88578e-05 7.54339e-05 4.57751e-05 5.11537e-05 0.000103451
threshold=0.078765000000000016 0.098810000000000023 0.091275000000000009 -0.048674999999999989 -1.0000000180025095e-35 0.10752500000000002
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=0.00030059246852780496 -0.00031500727012736944 -0.00029122176049497996 0.00051108341822952009 -0.00038497796331172146 0.00051443577455219521 -0.00036684769856481429
leaf_weight=0.0013415150689646887 0.0010230423691841616 0.0011366284302850149 0.0013639390611632643 0.0016054673873764761 0.0010447014640858219 0.0010045299123970011
leaf_count=266 516 406 449 1216 144 124
internal_value=0 4.27087e-05 0.000102386 -9.18654e-06 -0.000122896 8.2432e-05
internal_weight=0 0.00749678 0.00636015 0.00499621 0.0036547 0.00204923
internal_count=3121 2605 2199 1750 1484 268
is_linear=0
shrinkage=0.00196078


Tree=8586
num_leaves=5
num_cat=0
split_feature=15 42 52 3
split_gain=1.22851e-05 4.08173e-05 5.22751e-05 4.0591e-05
threshold=1.0000000180025095e-35 0.079510000000000011 -0.081429999999999989 0.10893000000000001
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=0.026938889267617262 -0.0073924188372786019 -0.011745690452481158 0.010735822831883951 -0.011381449191610757
leaf_weight=0.0010180907802753193 0.0017486031063882208 0.0015614191932851705 0.0019017363309473811 0.0014721166782263003
leaf_count=369 1216 910 447 179
internal_value=0 0.00214134 0.00707844 0.00108537
internal_weight=0 0.00595336 0.00439194 0.00337385
internal_count=3121 1905 995 626
is_linear=0
shrinkage=0.1


Tree=8587
num_leaves=7
num_cat=0
split_feature=52 16 12 3 1 16
split_gain=1.17647e-05 3.10139e-05 5.35907e-05 4.58796e-05 5.30238e-05 3.46821e-05
threshold=0.10744000000000002 0.25084500000000004 0.086700000000000013 -1.0000000180025095e-35 0.10612500000000001 -0.088394999999999987
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -4
right_child=-2 -3 5 4 -6 -7
leaf_value=-0.022523797660565826 0.0089034840866907185 -0.017571944033216144 0.0010230613101629572 0.016760847030375885 -0.014194664741282595 0.027151305572644502
leaf_weight=0.0011607623517560714 0.0012393380759473964 0.0010375622403698348 0.0010123585980083777 0.0011614934898229318 0.0010568197633649737 0.0010197649229357259
leaf_count=821 553 397 329 129 190 702
internal_value=0 -0.0017347 0.00130198 -0.00641547 0.00201343 0.0141348
internal_weight=0 0.00644876 0.0054112 0.00337908 0.00221831 0.00203212
internal_count=3121 2568 2171 1140 319 1031
is_linear=0
shrinkage=0.1


Tree=8588
num_leaves=5
num_cat=0
split_feature=2 43 3 4
split_gain=1.17002e-05 2.36699e-05 3.08354e-05 1.69449e-05
threshold=0.099185000000000009 -0.074359999999999996 0.048265000000000009 0.033845000000000007
decision_type=2 2 2 2
left_child=1 -1 -3 -2
right_child=3 2 -4 -5
leaf_value=0.0048548811969459397 0.011864023351387106 -0.020334069719549513 0.0021555280114827638 -0.002534969848553901
leaf_weight=0.0019435905159722665 0.0016005349337172546 0.001316660295549851 0.0011353711789716353 0.0016700993367511116
leaf_count=936 477 1097 169 442
internal_value=0 -0.00338742 -0.00992065 0.0045114
internal_weight=0 0.00439562 0.00245203 0.00327063
internal_count=3121 2202 1266 919
is_linear=0
shrinkage=0.1


Tree=8589
num_leaves=7
num_cat=0
split_feature=159 160 42 43 16 48
split_gain=1.6008e-05 5.94304e-05 3.63103e-05 5.45145e-05 3.18723e-05 7.24292e-05
threshold=0.076905000000000015 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 -0.056919999999999991 0.086260000000000017
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=-0.00047531880180149653 0.00021020310460540263 -0.00029693345516617654 0.00045053961089801101 0.00044525581984970481 -0.00027137826676661505 -0.00022675223284217771
leaf_weight=0.0010280331931285412 0.0011479501000515226 0.0010505584565684307 0.001294479500283018 0.0012460184753922523 0.0012525052958726082 0.0012207590238977502
leaf_count=684 527 645 384 472 299 110
internal_value=0 -3.93791e-05 3.4522e-05 0.000103974 -1.66472e-05 0.000112692
internal_weight=0 0.00709235 0.00606432 0.00501376 0.00371928 0.00246678
internal_count=3121 2594 1910 1265 881 582
is_linear=0
shrinkage=0.00196078


Tree=8590
num_leaves=6
num_cat=0
split_feature=0 1 2 151 2
split_gain=2.43289e-05 5.00901e-05 7.34928e-05 5.96446e-05 3.87653e-05
threshold=-0.062294999999999996 0.083345000000000016 0.089775000000000008 -0.0083949999999999979 0.10097500000000002
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -2
right_child=4 2 3 -5 -6
leaf_value=-0.0004636697556917223 0.00032204649787503443 -0.00030222645764872632 -0.00015746190111173567 0.00042834865214604561 -0.00014069678309399744
leaf_weight=0.0010251170209367713 0.0018481036764224821 0.0017375349372435959 0.0010674238239112774 0.0017867044588511741 0.0011165168198666374
leaf_count=1508 270 619 151 248 325
internal_value=0 -7.17833e-05 1.57078e-05 0.00020926 0.000147771
internal_weight=0 0.00561678 0.00459166 0.00285413 0.00296462
internal_count=3121 2526 1018 399 595
is_linear=0
shrinkage=0.00196078


Tree=8591
num_leaves=6
num_cat=0
split_feature=0 1 42 48 2
split_gain=1.79999e-05 4.17249e-05 2.83801e-05 4.71965e-05 4.43871e-05
threshold=0.056435000000000006 0.077565000000000009 0.08623500000000002 0.086260000000000017 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=-0.00038039662132438519 0.00020200465658838307 -0.0001760322505874816 0.00026567559056011068 -0.00033047075191861128 0.00031907799521292761
leaf_weight=0.0011889113285761931 0.0013429386917446322 0.0012661854018827456 0.0014023908850728161 0.0015440320507062373 0.0015463933953311587
leaf_count=1564 204 293 524 214 322
internal_value=0 -4.59712e-05 2.3069e-05 -5.5026e-05 9.6186e-05
internal_weight=0 0.00694791 0.005759 0.00435661 0.00281258
internal_count=3121 2917 1353 829 615
is_linear=0
shrinkage=0.00196078


Tree=8592
num_leaves=5
num_cat=0
split_feature=12 1 3 0
split_gain=1.1229e-05 2.86382e-05 6.42338e-05 2.98787e-05
threshold=0.092355000000000007 0.094090000000000021 0.099930000000000005 -0.084269999999999984
decision_type=2 2 2 2
left_child=1 3 -3 -1
right_child=-2 2 -4 -5
leaf_value=-0.015516334528355231 -0.0065066433027042075 0.029614904036080456 -0.0019530105859054772 0.00475283047787909
leaf_weight=0.0013615648919670055 0.0019821246541632115 0.0010102389915980837 0.0017807822467896832 0.0015611024824969525
leaf_count=917 931 371 259 643
internal_value=0 0.00222858 0.00947332 -0.00468984
internal_weight=0 0.00571369 0.00279102 0.00292267
internal_count=3121 2190 630 1560
is_linear=0
shrinkage=0.1


Tree=8593
num_leaves=7
num_cat=0
split_feature=131 12 52 16 15 4
split_gain=1.94013e-05 2.75665e-05 5.29424e-05 3.92036e-05 4.8631e-05 1.63073e-05
threshold=0.078765000000000016 0.098810000000000023 0.091275000000000009 0.064860000000000015 -0.095869999999999983 -0.021294999999999998
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=-0.00018968529752586851 -0.00025811036610978174 -0.00025073334742600664 0.00043172851010538744 -0.00035508603192644446 7.2859003522061767e-05 0.00040678469014146799
leaf_weight=0.001548522384340952 0.001018087022255405 0.0011294978832956373 0.0013130932070957819 0.0010134982336061325 0.0010009640310188221 0.0012829060082702811
leaf_count=323 516 406 449 357 605 465
internal_value=0 3.08544e-05 8.24949e-05 -1.21371e-05 7.85577e-05 0.000260433
internal_weight=0 0.00728848 0.00615898 0.00484589 0.00383239 0.00228387
internal_count=3121 2605 2199 1750 1393 1070
is_linear=0
shrinkage=0.00196078


Tree=8594
num_leaves=7
num_cat=0
split_feature=157 160 42 42 3 2
split_gain=1.90468e-05 7.57903e-05 4.1596e-05 4.80502e-05 4.45217e-05 4.93819e-05
threshold=-0.062424999999999994 -1.0000000180025095e-35 -1.0000000180025095e-35 0.091735000000000025 0.12178000000000001 0.088850000000000012
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=0.00025381461936447881 -0.00051489221633397577 -0.00029988031951429846 4.3405012772297612e-05 -0.00025578475915304143 -9.9699259858168995e-05 0.0005637101781728269
leaf_weight=0.0010001052051170391 0.0010772078183852356 0.0010873046718907218 0.0011928737835183803 0.0010320585138056618 0.0012014543415905703 0.00170187465455387
leaf_count=463 652 714 382 461 142 307
internal_value=0 -3.47379e-05 4.84768e-05 0.000122336 0.000217606 0.000349302
internal_weight=0 0.00729277 0.00621557 0.00512826 0.0040962 0.00289475
internal_count=3121 2658 2006 1292 831 689
is_linear=0
shrinkage=0.00196078


Tree=8595
num_leaves=6
num_cat=0
split_feature=3 457 3 12 4
split_gain=1.13382e-05 2.03486e-05 3.33346e-05 3.81823e-05 4.72161e-05
threshold=0.13524500000000003 0.069910000000000014 0.088060000000000013 0.079890000000000017 0.09173000000000002
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.012544754443608747 0.0090116343513678508 0.011063278469611137 -0.018815292528619479 -0.018120465588289354 0.0086714153590322866
leaf_weight=0.0015531992777714811 0.0011772519537356372 0.0010553564410643928 0.0012017439394001912 0.0016007173522804309 0.0011166534258894901
leaf_count=401 192 246 135 1940 207
internal_value=0 -0.00165047 -0.00410237 3.78698e-05 -0.00711084
internal_weight=0 0.00652767 0.00547231 0.00427057 0.00271737
internal_count=3121 2929 2683 2548 2147
is_linear=0
shrinkage=0.1


Tree=8596
num_leaves=6
num_cat=0
split_feature=12 52 16 15 1
split_gain=1.85753e-05 2.16868e-05 4.40443e-05 4.6136e-05 2.83347e-05
threshold=0.10408500000000002 0.096795000000000006 0.071345000000000006 -0.0063699999999999989 0.11039500000000001
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=6.8816374989367926e-05 -0.0002395882658678986 0.00025669027844367161 -0.00032758778340938013 0.00031175477434860967 -0.00034806570371850133
leaf_weight=0.0016512625046280556 0.0010753239341561539 0.0013910309462135855 0.0013423417672922986 0.0018807636030261812 0.0010103831064626834
leaf_count=690 340 536 461 870 224
internal_value=0 3.65075e-05 -1.55391e-05 7.66754e-05 -8.94356e-05
internal_weight=0 0.00727578 0.00588475 0.00454241 0.00266165
internal_count=3121 2781 2245 1784 914
is_linear=0
shrinkage=0.00196078


Tree=8597
num_leaves=6
num_cat=0
split_feature=159 52 13 12 13
split_gain=1.00948e-05 2.95215e-05 3.15933e-05 3.60412e-05 2.03889e-05
threshold=0.076905000000000015 -0.0064899999999999992 -0.0039049999999999992 0.090695000000000012 0.0076650000000000008
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -4
right_child=-2 2 4 -5 -6
leaf_value=-0.011691315960178231 0.0090596416486978578 0.0066228547770148241 0.018040618270377281 -0.019940148174929784 0.00029413037452990869
leaf_weight=0.001980635930731698 0.0010567741339970703 0.0010386919013860702 0.0014553518019252264 0.0010050343585439627 0.0011661350165529838
leaf_count=817 527 772 262 478 265
internal_value=0 -0.00146245 0.00288026 -0.00643992 0.0101463
internal_weight=0 0.00664585 0.00466521 0.00204373 0.00262149
internal_count=3121 2594 1777 1250 527
is_linear=0
shrinkage=0.1


Tree=8598
num_leaves=6
num_cat=0
split_feature=0 12 2 4 15
split_gain=1.14207e-05 3.58126e-05 4.414e-05 2.64483e-05 1.64638e-05
threshold=-0.060129999999999996 0.090995000000000006 0.089885000000000007 -0.35136499999999998 -0.074054999999999996
decision_type=2 2 2 2 2
left_child=1 2 -1 -2 -4
right_child=3 -3 4 -5 -6
leaf_value=-0.012923877401713208 -0.0056176311091539295 -0.018438914604577396 0.01580173059328855 0.014547130601950134 -0.00054619851830221681
leaf_weight=0.0013506156280398466 0.0011968308648401904 0.0011347898545169465 0.0015693782577558637 0.0014247767752526752 0.0010141071687392866
leaf_count=1149 227 813 354 346 232
internal_value=0 -0.00278848 0.00172588 0.0053414 0.0093846
internal_weight=0 0.00506889 0.0039341 0.00262161 0.00258349
internal_count=3121 2548 1735 573 586
is_linear=0
shrinkage=0.1


Tree=8599
num_leaves=7
num_cat=0
split_feature=47 4 151 16 16 13
split_gain=2.34764e-05 5.81201e-05 3.76309e-05 5.8716e-05 4.65548e-05 8.14717e-05
threshold=0.11596500000000001 0.24564500000000003 -0.0071249999999999985 -0.088909999999999989 0.16703000000000004 -0.0013449999999999996
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=0.00025322866527537291 -0.00028364849180248828 0.00035688632957644355 -0.00052044153254397047 0.00055907766068982495 -0.00031256319080670688 -0.00022228517903786788
leaf_weight=0.0011564887902609849 0.0010242155879005401 0.0016501847802741923 0.0011718465558202057 0.0010338482771133722 0.0012181569259698418 0.0010184719759135765
leaf_count=443 139 396 492 968 376 307
internal_value=0 3.34896e-05 -6.18278e-05 -0.000143848 -8.91025e-06 0.000171323
internal_weight=0 0.007249 0.00559881 0.00444232 0.00327048 0.00205232
internal_count=3121 2982 2586 2143 1651 1275
is_linear=0
shrinkage=0.00196078


Tree=8600
num_leaves=7
num_cat=0
split_feature=52 52 12 4 1 0
split_gain=1.11396e-05 2.49558e-05 3.15012e-05 5.1935e-05 4.22489e-05 3.94119e-05
threshold=0.11434500000000002 0.070205000000000017 0.097825000000000009 -0.04890499999999999 0.11181500000000001 -0.17169499999999996
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=-0.02343722619772598 -0.0096760828284933667 0.015805885704191291 0.014085407914227306 0.023760607749220827 -0.014076937927261793 -0.0028673228381689824
leaf_weight=0.0011256527324867292 0.0010340727020988387 0.0010281548305326503 0.0010948122744719293 0.0010297019957505832 0.001168001974597536 0.0012078575535913977
leaf_count=558 501 562 334 99 280 787
internal_value=0 0.00148038 -0.0011376 -0.00481572 0.00133932 0.00938658
internal_weight=0 0.00665418 0.00562603 0.00453121 0.00340556 0.00223756
internal_count=3121 2620 2058 1724 1166 886
is_linear=0
shrinkage=0.1


Tree=8601
num_leaves=6
num_cat=0
split_feature=0 13 15 0 48
split_gain=1.04299e-05 2.30481e-05 4.68773e-05 3.58338e-05 3.80217e-05
threshold=-0.019414999999999998 -0.0034749999999999994 -1.0000000180025095e-35 -0.10607499999999999 0.084485000000000018
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -3
right_child=-2 3 -4 -5 -6
leaf_value=-0.0068097622833392423 0.0064567972846726485 0.011923203281577579 0.020808044433260783 -0.022712577564506311 -0.014294105269530661
leaf_weight=0.0014244937812846279 0.0018784711082493579 0.0011771288770613115 0.0010809631751899258 0.0010645165785129573 0.0010435677698068385
leaf_count=1103 365 160 892 508 93
internal_value=0 -0.00211847 0.00510576 -0.00762801 -0.000397047
internal_weight=0 0.00579067 0.00250546 0.00328521 0.0022207
internal_count=3121 2756 1995 761 253
is_linear=0
shrinkage=0.1


Tree=8602
num_leaves=7
num_cat=0
split_feature=1 12 52 4 1 4
split_gain=1.0301e-05 3.10821e-05 3.20294e-05 3.47974e-05 3.51153e-05 6.02974e-06
threshold=0.12500000000000003 0.098810000000000023 -0.087769999999999987 -0.0016099999999999997 0.10752500000000002 -0.111605
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=-0.014521299683223986 0.0089115563555457987 -0.016958332323029329 0.0094691579112187538 -0.013024846474146099 0.011359069158994579 0.02039468567089666
leaf_weight=0.0010104597727886716 0.0011056333228058332 0.0010879831083819786 0.0010168128953482423 0.0014172028055422536 0.0010125616701793757 0.0010038379782775979
leaf_count=529 279 414 124 434 148 1193
internal_value=0 -0.00152383 0.00155122 0.00520047 -0.00286328 0.0148968
internal_weight=0 0.00654886 0.00546088 0.00445042 0.00242976 0.00202065
internal_count=3121 2842 2428 1899 582 1317
is_linear=0
shrinkage=0.1


Tree=8603
num_leaves=6
num_cat=0
split_feature=43 3 2 2 1
split_gain=1.85605e-05 5.13974e-05 3.13809e-05 3.19038e-05 4.0835e-05
threshold=-0.052894999999999991 -0.077774999999999983 0.089885000000000007 0.10613000000000002 0.10937500000000001
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -5
right_child=2 -3 3 4 -6
leaf_value=-9.6053805772504787e-05 -0.00031244025289948259 0.00042144274190368064 0.00025419290852177727 -0.00041472028462202114 0.00010810515614746456
leaf_weight=0.001790853895724242 0.0015229560618899261 0.0012549548457892541 0.0014107530696643956 0.0010161564425286002 0.0013210253252910434
leaf_count=952 858 483 382 227 219
internal_value=0 0.000117169 -7.50993e-05 2.13431e-05 -0.000119208
internal_weight=0 0.00304581 0.00527089 0.00374793 0.00233718
internal_count=3121 1435 1686 828 446
is_linear=0
shrinkage=0.00196078


Tree=8604
num_leaves=6
num_cat=0
split_feature=16 4 0 2 49
split_gain=1.01176e-05 4.10159e-05 2.93232e-05 2.51241e-05 2.90393e-05
threshold=0.38525000000000004 -0.27825499999999997 -0.077999999999999986 0.089885000000000007 -0.026779999999999995
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.019761886276933465 0.0091134845764501652 -0.011322214131412333 0.015525850913361476 0.017565833810273917 -0.0040949977287146671
leaf_weight=0.0010336163570965921 0.0010471871468332858 0.0017219796131715715 0.0012344467153155179 0.0010055240277708304 0.0016097767958006251
leaf_count=155 311 1280 674 194 507
internal_value=0 -0.00146641 0.0019276 -0.00194264 0.0042331
internal_weight=0 0.00660534 0.00557173 0.00433728 0.0026153
internal_count=3121 2810 2655 1981 701
is_linear=0
shrinkage=0.1


Tree=8605
num_leaves=6
num_cat=0
split_feature=3 15 3 13 2
split_gain=1.04565e-05 1.83104e-05 3.62987e-05 3.91379e-05 2.66992e-05
threshold=0.13524500000000003 -0.11713499999999999 -0.016324999999999996 -0.033284999999999988 0.09167500000000002
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -4
right_child=-2 2 4 -5 -6
leaf_value=-0.013158984689397829 0.0086603065793666983 -0.0036406380935739219 0.0010337351036117171 0.019212740649528472 -0.020496778165346244
leaf_weight=0.0011297854362423091 0.0011751618867056101 0.0014547791516707734 0.0013012526495785881 0.0015454442045572054 0.0010333193342752039
leaf_count=397 192 1268 174 896 194
internal_value=0 -0.00159415 0.000855015 0.00813136 -0.00849602
internal_weight=0 0.00646458 0.0053348 0.00300022 0.00233457
internal_count=3121 2929 2532 2164 368
is_linear=0
shrinkage=0.1


Tree=8606
num_leaves=6
num_cat=0
split_feature=42 160 43 16 48
split_gain=1.15849e-05 2.63005e-05 2.69425e-05 3.83204e-05 4.32935e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 -0.056919999999999991 0.086260000000000017
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0089046770654679988 -0.0099577319155619605 0.017582954411528389 0.021318630408373208 -0.013589232929939936 -0.0056212917673707299
leaf_weight=0.0012296518077213351 0.0014870752944085453 0.0012974115605105252 0.0012215098612443414 0.0012257632475285614 0.0011658958524649269
leaf_count=862 828 482 498 322 129
internal_value=0 0.00169348 0.00522183 0.000783217 0.00816245
internal_weight=0 0.00639766 0.00491058 0.00361317 0.00238741
internal_count=3121 2259 1431 949 627
is_linear=0
shrinkage=0.1


Tree=8607
num_leaves=5
num_cat=0
split_feature=15 42 52 2
split_gain=1.26562e-05 3.6946e-05 4.93728e-05 3.62735e-05
threshold=1.0000000180025095e-35 0.079510000000000011 -0.081429999999999989 0.10613000000000002
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=0.026268128005572322 -0.0075300885628444975 -0.011125281758374661 0.010097023684912179 -0.010972135026392105
leaf_weight=0.0010111762183475813 0.0017305619976639422 0.0015373136144029376 0.0019013635300062399 0.0014329819180092735
leaf_count=369 1216 910 391 235
internal_value=0 0.00219858 0.00691216 0.00104226
internal_weight=0 0.00588284 0.00434552 0.00333435
internal_count=3121 1905 995 626
is_linear=0
shrinkage=0.1


Tree=8608
num_leaves=6
num_cat=0
split_feature=3 0 43 12 1
split_gain=1.20112e-05 1.85296e-05 3.3047e-05 2.40566e-05 2.51689e-05
threshold=0.11658 -0.062294999999999996 -0.088909999999999989 0.090840000000000018 0.093575000000000019
decision_type=2 2 2 2 2
left_child=1 3 -3 4 -1
right_child=-2 2 -4 -5 -6
leaf_value=-0.0091427136154855256 0.0073557551580340913 -0.0083659505519741769 0.016190423084208951 -0.019426095161409695 0.010942865346333626
leaf_weight=0.0016268913533393253 0.0017142801603806336 0.001001212879706336 0.0012107541888467742 0.0010354923887450226 0.0010119182149166081
leaf_count=1303 240 113 426 793 246
internal_value=0 -0.00215586 0.00507536 -0.00650912 -0.00144039
internal_weight=0 0.00588627 0.00221197 0.0036743 0.00263881
internal_count=3121 2881 539 2342 1549
is_linear=0
shrinkage=0.1


Tree=8609
num_leaves=6
num_cat=0
split_feature=4 151 0 13 47
split_gain=1.10029e-05 2.23629e-05 4.17742e-05 3.10342e-05 2.82508e-05
threshold=0.27044500000000005 -0.024429999999999997 -0.14226499999999997 -0.076599999999999988 0.085270000000000026
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.011723869826783501 0.0082609890628406787 -0.022593804101987081 0.010547418012957818 -0.016040223724928786 0.0052869821466784385
leaf_weight=0.0010277562551586532 0.001327241791776507 0.001017783325985025 0.0016748348458397026 0.0014627826537786438 0.0010794326765068123
leaf_count=451 365 177 803 1128 197
internal_value=0 -0.00176246 -0.00441023 -2.16352e-05 -0.00698462
internal_weight=0 0.00626259 0.00523483 0.00421705 0.00254222
internal_count=3121 2756 2305 2128 1325
is_linear=0
shrinkage=0.1


Tree=8610
num_leaves=6
num_cat=0
split_feature=43 43 2 2 4
split_gain=9.60354e-06 3.59716e-05 2.81393e-05 2.70658e-05 2.05595e-05
threshold=-0.04890499999999999 -0.092909999999999979 0.089885000000000007 0.10613000000000002 0.055260000000000011
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -5
right_child=2 -3 3 4 -6
leaf_value=-0.0042587678318616465 -0.014720687656569701 0.019251013775336119 0.013539589440816048 0.0054041742521178712 -0.014252470461627654
leaf_weight=0.0017091467737852556 0.0013874929385527101 0.0010510510946455628 0.0012982213930713988 0.0010273554562085215 0.0011037936874894693
leaf_count=465 856 990 375 224 211
internal_value=0 0.00469348 -0.00270451 0.00215713 -0.00477666
internal_weight=0 0.0027602 0.00481686 0.00342937 0.00213115
internal_count=3121 1455 1666 810 435
is_linear=0
shrinkage=0.1


Tree=8611
num_leaves=6
num_cat=0
split_feature=4 151 3 13 2
split_gain=1.09296e-05 1.77158e-05 3.40736e-05 2.71089e-05 2.10114e-05
threshold=0.27044500000000005 -0.024429999999999997 -0.020429999999999997 -0.0034749999999999994 0.097845000000000015
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -4
right_child=-2 2 4 -5 -6
leaf_value=0.0102503927990138 0.0082464539365318407 0.013119584867553999 -0.020750874527569768 -0.0075087823487354072 -0.0028656782962918864
leaf_weight=0.0010264432053057491 0.0013233729547373931 0.001446177843841458 0.0013632612886919013 0.0011386584372163025 0.0012676208887570737
leaf_count=451 365 1420 187 527 171
internal_value=0 -0.00175848 -0.0041218 0.00403249 -0.0121334
internal_weight=0 0.00624216 0.00521572 0.00258484 0.00263088
internal_count=3121 2756 2305 1947 358
is_linear=0
shrinkage=0.1


Tree=8612
num_leaves=6
num_cat=0
split_feature=1 0 15 47 52
split_gain=9.8559e-06 3.32189e-05 2.36896e-05 3.29809e-05 2.14203e-05
threshold=0.077565000000000009 0.10455500000000001 1.0000000180025095e-35 0.087235000000000021 -0.0080349999999999987
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=-0.01694764324487813 0.0054171503677023424 0.0077289853839045495 -0.011275814803940545 -0.0044505257967691995 0.024425340623963027
leaf_weight=0.001191271845668179 0.0014508425157797227 0.0010063793359961089 0.0010359986319011397 0.0018680260053886987 0.0010024867940449434
leaf_count=1571 416 65 433 295 341
internal_value=0 -0.00564737 0.00230526 0.00556118 0.0131843
internal_weight=0 0.00219765 0.00535735 0.00432136 0.00245333
internal_count=3121 1636 1485 1052 757
is_linear=0
shrinkage=0.1


Tree=8613
num_leaves=6
num_cat=0
split_feature=42 49 1 15 12
split_gain=1.02117e-05 2.82035e-05 2.42211e-05 4.14921e-05 1.6999e-05
threshold=0.091735000000000025 -0.0060549999999999988 0.111945 -0.037864999999999989 0.088365000000000013
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.0090309614915832486 -0.0088683893611305013 -0.015640660714137267 0.017764141452818169 0.015996543960907064 -0.0010116664714379965
leaf_weight=0.001817543518484066 0.0011091790686556221 0.0010112244835153751 0.0012195160475950658 0.0013385439408463474 0.0010474859302840756
leaf_count=540 667 576 235 642 461
internal_value=0 0.00152085 0.00567492 0.00133524 0.00852981
internal_weight=0 0.00643431 0.00461677 0.00339725 0.00238603
internal_count=3121 2454 1914 1679 1103
is_linear=0
shrinkage=0.1


Tree=8614
num_leaves=6
num_cat=0
split_feature=1 0 3 3 13
split_gain=1.47045e-05 4.74783e-05 2.3725e-05 4.6885e-05 4.17023e-05
threshold=0.077565000000000009 0.024095000000000002 0.076840000000000006 0.11658 -0.063184999999999977
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -2
right_child=2 -3 3 -5 -6
leaf_value=-0.00044565801296240907 -9.5700306243825148e-05 0.00011506708365831834 -0.00032348349538151262 0.00018612493549576237 0.00037438528399955741
leaf_weight=0.0010503116991692019 0.001279666898619402 0.0012981185126762407 0.0014613461958926934 0.0013220159208192723 0.0016755592401621641
leaf_count=1553 518 83 176 221 570
internal_value=0 -0.000135712 4.84752e-05 -8.14343e-05 0.00017083
internal_weight=0 0.00234843 0.00573859 0.00278336 0.00295523
internal_count=3121 1636 1485 397 1088
is_linear=0
shrinkage=0.00196078


Tree=8615
num_leaves=7
num_cat=0
split_feature=52 133 52 2 43 4
split_gain=1.31428e-05 2.81512e-05 5.25478e-05 8.60933e-05 0.00011415 5.20425e-05
threshold=0.11434500000000002 -1.0000000180025095e-35 -0.0064899999999999992 0.10613000000000002 -1.0000000180025095e-35 0.0052350000000000009
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=-0.00027530808520901908 -0.00020455558400254937 -0.00037268390961268949 6.9140744502197803e-07 -0.00018432433030989562 0.0009078257344036887 0.00017760532063633173
leaf_weight=0.0010122240226085252 0.0010881812328298185 0.0014753659444219597 0.0010149803289379385 0.0011693832304202935 0.0011238692785065165 0.0011966884799260512
leaf_count=813 501 822 404 189 184 208
internal_value=0 2.70937e-05 7.82783e-05 0.000243463 0.00047735 -0.000126235
internal_weight=0 0.00699251 0.00598029 0.00330823 0.00213885 0.00267205
internal_count=3121 2620 1807 777 588 1030
is_linear=0
shrinkage=0.00196078


Tree=8616
num_leaves=6
num_cat=0
split_feature=47 4 160 13 1
split_gain=2.44987e-05 7.49153e-05 3.20506e-05 5.02842e-05 7.03183e-05
threshold=0.11669500000000001 0.24564500000000003 -0.027994999999999996 -0.084034999999999985 0.086560000000000012
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.00022895996458889567 -0.00028668765438268008 0.00039176077510057113 0.0001195515909296875 5.0530390279310598e-05 -0.00056258955536187709
leaf_weight=0.0011023648696945202 0.0010335880898011181 0.0017421821818587035 0.0017595733423640624 0.0012592499727790058 0.0016768649202703869
leaf_count=700 133 396 487 881 524
internal_value=0 3.52137e-05 -7.19205e-05 -0.000142556 -0.000299633
internal_weight=0 0.00754024 0.00579805 0.00469569 0.00293611
internal_count=3121 2988 2592 1892 1405
is_linear=0
shrinkage=0.00196078


Tree=8617
num_leaves=5
num_cat=0
split_feature=52 0 2 0
split_gain=1.0236e-05 1.88698e-05 2.26889e-05 2.42106e-05
threshold=0.11434500000000002 -0.14920999999999998 0.096540000000000015 -0.10011499999999998
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=-0.0067518811691168398 -0.009324829651226425 0.01195171703020656 0.014127633434014013 -0.007222730941067429
leaf_weight=0.0019684365918643089 0.0010219255002611796 0.00101841733167043 0.0016973756606231917 0.0018633369544049827
leaf_count=232 501 142 686 1560
internal_value=0 0.00143606 0.00495582 -0.000446445
internal_weight=0 0.00654757 0.00457913 0.00288175
internal_count=3121 2620 2388 1702
is_linear=0
shrinkage=0.1


Tree=8618
num_leaves=7
num_cat=0
split_feature=1 0 15 151 2 1
split_gain=1.07898e-05 2.61991e-05 1.98531e-05 2.93661e-05 4.43786e-05 2.60476e-05
threshold=0.077565000000000009 0.062580000000000011 1.0000000180025095e-35 -0.044604999999999992 1.0000000180025095e-35 0.10920500000000001
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=-0.017027685942011848 -0.0095357948450117275 0.0048229098915919758 -0.010018191123979786 -0.0043914334726150471 0.030657490645215946 0.007874960686857958
leaf_weight=0.0010794809107704932 0.0010115140507837594 0.0011160501196385317 0.0010381542186591536 0.0013097152763514655 0.0010041179263741433 0.001003238942704667
leaf_count=1565 262 71 433 326 237 227
internal_value=0 -0.00592041 0.00240121 0.00537984 0.00992824 0.0192712
internal_weight=0 0.00219553 0.00536674 0.00432859 0.00331707 0.00200736
internal_count=3121 1636 1485 1052 790 464
is_linear=0
shrinkage=0.1


Tree=8619
num_leaves=7
num_cat=0
split_feature=159 160 42 43 16 48
split_gain=1.21905e-05 6.73067e-05 3.77e-05 5.46067e-05 2.86808e-05 5.45543e-05
threshold=0.076905000000000015 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 -0.056919999999999991 0.086260000000000017
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=-0.00050532942577807317 0.00018304009960131928 -0.00029884147345043911 0.00046253791057654944 0.00040843599674704738 -0.00025439884384410855 -0.00018522534054184122
leaf_weight=0.0010128771457313434 0.0011097035317251076 0.001031253230546772 0.0012748801957933155 0.0012060949934560731 0.0012182453558721761 0.0011748301535716406
leaf_count=684 527 645 384 472 299 110
internal_value=0 -3.83415e-05 4.17562e-05 0.00011382 -9.7011e-06 0.000115503
internal_weight=0 0.00691818 0.0059053 0.00487405 0.00359917 0.00238093
internal_count=3121 2594 1910 1265 881 582
is_linear=0
shrinkage=0.00196078


Tree=8620
num_leaves=7
num_cat=0
split_feature=457 1 49 12 1 0
split_gain=1.06019e-05 2.79304e-05 2.28745e-05 3.71201e-05 4.86175e-05 2.34328e-05
threshold=0.045365000000000009 0.12500000000000003 -0.006494999999999999 0.09334000000000002 0.094465000000000007 -0.060129999999999996
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=-0.018096339124028558 0.0089424548011606941 0.013596313877951079 -0.016002495954723715 -0.016539207370299083 0.020456025994693615 0.0053290575406079515
leaf_weight=0.0010005265004818615 0.0011238686110386946 0.0010198006445446533 0.0010034509136004543 0.0011788590940070114 0.0011716025983677107 0.0010578541054303788
leaf_count=337 289 261 1180 709 224 121
internal_value=0 -0.00158452 -0.00444493 -0.00134899 0.00419003 -0.00505522
internal_weight=0 0.00643209 0.00541229 0.00441177 0.00323291 0.00206131
internal_count=3121 2832 2571 2234 1525 1301
is_linear=0
shrinkage=0.1


Tree=8621
num_leaves=5
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split_feature=15 3 0 49
split_gain=9.96182e-06 2.66837e-05 3.94943e-05 5.05601e-05
threshold=-0.11713499999999999 -0.086554999999999979 -0.082974999999999979 -0.006494999999999999
decision_type=2 2 2 2
left_child=-1 -2 3 -3
right_child=1 2 -4 -5
leaf_value=-0.007448847958989091 0.01232808251356219 -0.0085686230682089203 -0.013723670318630614 0.019516729033182051
leaf_weight=0.0014554601695971735 0.0017157265265741678 0.0012717532476292572 0.001804461699308574 0.0012923562389173455
leaf_count=484 784 281 917 655
internal_value=0 0.00176079 -0.00238944 0.00558689
internal_weight=0 0.0060843 0.00436857 0.00256411
internal_count=3121 2637 1853 936
is_linear=0
shrinkage=0.1


Tree=8622
num_leaves=6
num_cat=0
split_feature=3 13 1 151 4
split_gain=1.01207e-05 3.45515e-05 3.67014e-05 2.5564e-05 5.43036e-05
threshold=-0.14477499999999996 -0.084034999999999985 1.0000000180025095e-35 -0.0083949999999999979 0.0061450000000000003
decision_type=2 2 2 2 2
left_child=-1 2 -2 -3 -5
right_child=1 3 -4 4 -6
leaf_value=-0.0092275268684738256 -0.00098697702380083066 -0.017522263682393284 0.025762351673645476 -0.013567402088529357 0.011744107945958347
leaf_weight=0.0010293938821833715 0.0010422631046478957 0.001007035534911179 0.0010099619110628412 0.0015150036597036138 0.0019240650688886079
leaf_count=277 521 299 331 1234 459
internal_value=0 0.00144445 0.0121772 -0.00350954 0.000593697
internal_weight=0 0.00649833 0.00205223 0.0044461 0.00343907
internal_count=3121 2844 852 1992 1693
is_linear=0
shrinkage=0.1


Tree=8623
num_leaves=7
num_cat=0
split_feature=47 4 160 4 16 52
split_gain=2.24263e-05 6.58419e-05 4.18605e-05 4.74057e-05 4.19606e-05 5.02728e-05
threshold=0.11596500000000001 0.24564500000000003 -0.027994999999999996 0.033845000000000007 -0.069144999999999984 0.024145000000000003
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=0.00027933574767348256 -0.00028107835083920896 0.00037418926050924447 0.00021693779596458035 -0.00051300225748604662 -0.00053151034456550591 8.747892349536665e-05
leaf_weight=0.0010569764160448603 0.0010166385509151853 0.0016485770224697049 0.001417465281634553 0.001077518410574864 0.0010129411294617667 0.0010049295767150684
leaf_count=699 139 396 858 228 673 128
internal_value=0 2.99768e-05 -7.19043e-05 -0.00015417 -4.16194e-05 -0.000223244
internal_weight=0 0.00721841 0.00556983 0.00451285 0.00343534 0.00201787
internal_count=3121 2982 2586 1887 1659 801
is_linear=0
shrinkage=0.00196078


Tree=8624
num_leaves=6
num_cat=0
split_feature=457 43 2 3 13
split_gain=1.08419e-05 2.50827e-05 3.89212e-05 3.26907e-05 1.89881e-05
threshold=0.045365000000000009 -0.067199999999999996 0.09142500000000002 -0.08824499999999999 -0.070999999999999994
decision_type=2 2 2 2 2
left_child=1 3 -3 -1 -4
right_child=-2 2 4 -5 -6
leaf_value=-0.0059822175561346641 0.0090375067463146809 -0.02051584309863471 0.0099998597905864399 0.017312350576622549 -0.0070203459340269329
leaf_weight=0.0011317160413561742 0.0011240346817192022 0.0013218436383391832 0.0011718174789231072 0.0012881640002351397 0.0014875354735993896
leaf_count=360 289 904 238 846 484
internal_value=0 -0.0016111 -0.00649145 0.00641808 0.000479439
internal_weight=0 0.00640108 0.0039812 0.00241988 0.00265935
internal_count=3121 2832 1626 1206 722
is_linear=0
shrinkage=0.1


Tree=8625
num_leaves=6
num_cat=0
split_feature=49 52 2 42 0
split_gain=9.65637e-06 1.83388e-05 4.97873e-05 5.15683e-05 3.93266e-05
threshold=-0.047584999999999995 0.10744000000000002 0.11215000000000001 0.084050000000000014 -0.10151999999999999
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.0066454694555906791 0.02258706536706602 0.010034547902402305 -0.023743127975985975 -0.017753355866267747 -0.0020473204954694637
leaf_weight=0.0016862909895937923 0.0011174614305779103 0.001047700768666027 0.0010556437091186646 0.0010633196875817082 0.0015426744105558809
leaf_count=403 187 506 343 775 907
internal_value=0 -0.00194734 -0.00457407 0.00086058 0.00830101
internal_weight=0 0.0058268 0.0047791 0.00372346 0.00266014
internal_count=3121 2718 2212 1869 1094
is_linear=0
shrinkage=0.1


Tree=8626
num_leaves=6
num_cat=0
split_feature=42 160 43 16 1
split_gain=1.42107e-05 2.71478e-05 3.10149e-05 4.10419e-05 4.13238e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 0.033715000000000009 0.10234000000000001
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.00018910013810063869 -0.00019042737865099631 0.00035700835454552501 -8.2270890892532445e-05 -0.00032015786971764692 0.00040023358487605763
leaf_weight=0.0013024922949178086 0.0015774242148695224 0.0013646209642858495 0.0014979203365258656 0.001037103575714749 0.0012535069731550528
leaf_count=862 828 482 507 223 219
internal_value=0 3.46508e-05 0.000103549 1.22537e-05 0.000137551
internal_weight=0 0.00673058 0.00515315 0.00378853 0.00275143
internal_count=3121 2259 1431 949 726
is_linear=0
shrinkage=0.00196078


Tree=8627
num_leaves=7
num_cat=0
split_feature=50 3 42 1 3 3
split_gain=2.0677e-05 2.68301e-05 4.82914e-05 3.1119e-05 8.1812e-05 6.26039e-05
threshold=0.088425000000000017 -0.086554999999999979 0.079510000000000011 0.094090000000000021 0.090900000000000009 0.11296500000000002
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=0.00048476077753287797 -0.0002726299252351612 -0.00050996942466248127 -8.7914215628559644e-05 0.00037115273088141049 0.0002101066238053157 -0.00021848889854045805
leaf_weight=0.0011620648715380763 0.0010007485929109305 0.0014486667034938295 0.0011039321236429656 0.0014692946987916896 0.0010436488204626296 0.0013090826546872227
leaf_count=540 560 1084 256 416 76 189
internal_value=0 2.73445e-05 0.000205769 -4.93646e-05 -0.00020844 9.33324e-05
internal_weight=0 0.00753669 0.002266 0.00527069 0.00249232 0.00277838
internal_count=3121 2561 796 1765 1160 605
is_linear=0
shrinkage=0.00196078


Tree=8628
num_leaves=7
num_cat=0
split_feature=484 1 12 49 52 4
split_gain=1.37528e-05 1.8372e-05 2.77409e-05 3.57688e-05 4.92173e-05 6.96474e-05
threshold=0.073690000000000019 0.12500000000000003 0.098810000000000023 -0.048674999999999989 0.070205000000000017 0.053180000000000012
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=0.00025998919340106482 0.00020762402252272124 0.00019659815914286019 -0.00036180912325715653 -0.00064233408412616116 0.0002154781580522792 3.5424330651893078e-05
leaf_weight=0.0013232438634116247 0.0010335182782069945 0.0011108348997085097 0.0010830372230230829 0.0010945309341301164 0.001139549006035928 0.001247124121368696
leaf_count=278 394 232 387 865 710 255
internal_value=0 -3.46888e-05 -7.83275e-05 -1.44239e-05 -0.000118731 -0.000281372
internal_weight=0 0.00699832 0.00588749 0.00480445 0.0034812 0.00234166
internal_count=3121 2727 2495 2108 1830 1120
is_linear=0
shrinkage=0.00196078


Tree=8629
num_leaves=6
num_cat=0
split_feature=52 15 1 3 15
split_gain=1.17338e-05 2.2175e-05 5.01348e-05 4.08855e-05 3.10217e-05
threshold=0.11434500000000002 -0.016799999999999995 0.11181500000000001 -0.08824499999999999 1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 2 -1 -3 -5
right_child=-2 3 -4 4 -6
leaf_value=0.0070345309411227672 -0.010012876909650787 -0.0075659283103682549 -0.017775487230658332 0.028324200222364454 0.0038151495657684029
leaf_weight=0.001789970938330011 0.0010179598980679522 0.0011652097422203854 0.0014945567834462508 0.0010154452724226762 0.0010508877845357444
leaf_count=882 501 480 333 235 690
internal_value=0 0.00153163 -0.00425476 0.00741289 0.0158595
internal_weight=0 0.00651607 0.00328453 0.00323154 0.00206633
internal_count=3121 2620 1215 1405 925
is_linear=0
shrinkage=0.1


Tree=8630
num_leaves=7
num_cat=0
split_feature=13 51 47 52 52 3
split_gain=1.29088e-05 2.76303e-05 5.38843e-05 8.03712e-05 5.70139e-05 4.55181e-05
threshold=-0.23438999999999996 0.087505000000000013 0.10621500000000002 -0.085984999999999992 0.0060650000000000009 -0.055119999999999995
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=0.00020024705545915912 -0.00036682246443503464 -0.00031539075503559766 -0.00037190589781610923 0.00012235690499962109 -0.00010514407354063796 0.00065489788361362583
leaf_weight=0.0010205273205122134 0.001060070935622018 0.001138014062389019 0.0011032213345006595 0.0011236692754976283 0.0012017378872654768 0.0013687260654482393
leaf_count=169 554 388 152 648 959 251
internal_value=0 -3.5818e-05 1.8499e-05 0.000109093 0.000245662 0.000414808
internal_weight=0 0.00699544 0.00585743 0.0047542 0.00369413 0.0024924
internal_count=3121 2952 2564 2412 1858 899
is_linear=0
shrinkage=0.00196078


Tree=8631
num_leaves=6
num_cat=0
split_feature=4 42 43 4 16
split_gain=2.41893e-05 3.09955e-05 4.42666e-05 3.48237e-05 4.4048e-05
threshold=0.24564500000000003 -1.0000000180025095e-35 -0.084004999999999982 -0.059649999999999988 -0.070454999999999976
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.00035451483811429693 0.00019129576709417281 0.00035581395625547462 -0.00031622646710622248 -0.00022432057639085819 0.00030397115018902446
leaf_weight=0.0011118880105587181 0.0019738564135549528 0.0010967966394513553 0.0015724832922030616 0.0011354665931389044 0.0013032360674793389
leaf_count=797 426 391 704 283 520
internal_value=0 -5.78386e-05 6.74089e-06 -8.87077e-05 5.79971e-05
internal_weight=0 0.00621987 0.00510798 0.00401119 0.0024387
internal_count=3121 2695 1898 1507 803
is_linear=0
shrinkage=0.00196078


Tree=8632
num_leaves=7
num_cat=0
split_feature=52 133 42 52 4 2
split_gain=2.76331e-05 5.29602e-05 6.34772e-05 7.31368e-05 5.4627e-05 5.19899e-05
threshold=0.11434500000000002 -0.0061299999999999992 0.091295000000000015 -0.0064899999999999992 -0.0086549999999999978 0.10327000000000001
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=-0.00037296564430832339 -0.00028279340313591255 -0.00056930257754932449 0.00054497308585790523 0.00043995795616559054 2.3283736257174975e-05 -0.00011551146705880717
leaf_weight=0.0010090051122540883 0.0011486763682913024 0.0010292574855415824 0.0010745739930493256 0.0017860420324604873 0.0014277026179200056 0.001016542871720988
leaf_count=765 501 563 419 430 304 139
internal_value=0 4.42501e-05 0.000110711 2.19875e-05 -0.00022496 0.00023848
internal_weight=0 0.00734312 0.00633412 0.00525955 0.00245696 0.00280258
internal_count=3121 2620 1855 1436 867 569
is_linear=0
shrinkage=0.00196078


Tree=8633
num_leaves=6
num_cat=0
split_feature=43 43 4 15 47
split_gain=3.13133e-05 4.51363e-05 3.02357e-05 6.04584e-05 6.96422e-05
threshold=-0.052894999999999991 -0.092909999999999979 -0.059649999999999988 -0.037864999999999989 0.077555000000000013
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-3.5246395453015597e-05 -0.00031743223080840335 0.00045292693992832065 9.8081156903106283e-05 0.00036633837800496816 -0.00056602838057462032
leaf_weight=0.001908432207793913 0.0016532614555662293 0.0011774380936394714 0.001501787523447935 0.00118678832683393 0.0010190248165740988
leaf_count=465 898 970 411 206 171
internal_value=0 0.00015102 -9.69121e-05 1.42038e-06 -0.000170382
internal_weight=0 0.00308587 0.00536086 0.0037076 0.00252081
internal_count=3121 1435 1686 788 582
is_linear=0
shrinkage=0.00196078


Tree=8634
num_leaves=5
num_cat=0
split_feature=4 13 3 0
split_gain=1.13528e-05 2.26158e-05 3.07382e-05 4.48983e-05
threshold=0.24564500000000003 -0.13710499999999998 0.076840000000000006 -0.062294999999999996
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=-0.015407990853991881 0.0068841895528739252 -0.0050984429581273499 -0.011259697430312236 0.018452850091885509
leaf_weight=0.0010583179874020928 0.0018072195267066007 0.0016874449223325387 0.0014634794616625482 0.0015557797062461338
leaf_count=166 426 1980 195 354
internal_value=0 -0.00219941 0.00077058 0.00619915
internal_weight=0 0.00576502 0.0047067 0.00324322
internal_count=3121 2695 2529 2334
is_linear=0
shrinkage=0.1


Tree=8635
num_leaves=6
num_cat=0
split_feature=42 160 43 16 48
split_gain=1.04222e-05 2.67258e-05 2.66959e-05 3.97078e-05 3.86038e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 -0.056919999999999991 0.086260000000000017
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0084741441092557653 -0.010138004039548676 0.017549657850504694 0.020748280669597892 -0.013994028563866055 -0.004848876595852084
leaf_weight=0.0012244360110209903 0.0014844376726829518 0.0012856879063274382 0.0012111305590644175 0.001208827684484424 0.001147310141185587
leaf_count=862 828 482 498 322 129
internal_value=0 0.00160373 0.00519533 0.000742681 0.00829604
internal_weight=0 0.00633739 0.00485296 0.00356727 0.00235844
internal_count=3121 2259 1431 949 627
is_linear=0
shrinkage=0.1


Tree=8636
num_leaves=6
num_cat=0
split_feature=1 16 15 0 16
split_gain=1.09982e-05 2.4422e-05 2.02454e-05 4.39926e-05 4.04559e-05
threshold=0.10937500000000001 -0.071854999999999988 1.0000000180025095e-35 -0.11437499999999999 0.051380000000000002
decision_type=2 2 2 2 2
left_child=2 -2 3 -1 -5
right_child=1 -3 -4 4 -6
leaf_value=0.015418527493979477 0.015195466925622661 -0.0043135718134548343 -0.01327472803135438 -0.022187700973315627 0.0045548821414579622
leaf_weight=0.001350413441614465 0.0012640787951633946 0.0013031825247749082 0.0013398662464139338 0.0010186625528220367 0.0012721232093129387
leaf_count=236 305 243 1153 771 413
internal_value=0 0.00529237 -0.00276495 0.00110238 -0.00733696
internal_weight=0 0.00256726 0.00498107 0.0036412 0.00229079
internal_count=3121 548 2573 1420 1184
is_linear=0
shrinkage=0.1


Tree=8637
num_leaves=6
num_cat=0
split_feature=159 15 2 52 16
split_gain=1.07123e-05 2.80076e-05 4.33913e-05 5.22458e-05 5.19513e-05
threshold=0.076905000000000015 -0.11713499999999999 0.092875000000000013 0.091275000000000009 -0.088159999999999988
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -3
right_child=-2 2 3 -5 -6
leaf_value=-0.015541784595755946 0.009430512557816878 0.026542124354318703 -0.02125827921174302 0.0086809397155462788 -0.00077760586816357337
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leaf_count=331 527 376 510 272 1105
internal_value=0 -0.00152641 0.00154761 -0.00848768 0.00965779
internal_weight=0 0.00650076 0.00533141 0.00238289 0.00294852
internal_count=3121 2594 2263 782 1481
is_linear=0
shrinkage=0.1


Tree=8638
num_leaves=6
num_cat=0
split_feature=2 16 52 4 0
split_gain=1.06273e-05 4.37585e-05 4.32814e-05 2.80588e-05 2.43182e-05
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decision_type=2 2 2 2 2
left_child=2 -2 3 4 -1
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leaf_value=-0.013508458930470668 -0.0084589235818610439 0.018943602094212142 -0.017398049429491181 0.014759953581327685 0.0064921744358556925
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leaf_count=598 272 349 991 200 711
internal_value=0 0.00558591 -0.00254179 0.00307715 -0.003307
internal_weight=0 0.00233246 0.00518486 0.00376199 0.00243265
internal_count=3121 621 2500 1509 1309
is_linear=0
shrinkage=0.1


Tree=8639
num_leaves=7
num_cat=0
split_feature=42 43 51 15 16 0
split_gain=9.70692e-06 2.06915e-05 3.10477e-05 2.54588e-05 7.16637e-05 2.52412e-05
threshold=0.091735000000000025 0.05259500000000001 -0.076794999999999988 -0.10324499999999999 -0.088394999999999987 -0.077639999999999987
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 4 5 -7
leaf_value=-0.016847862542126193 -0.0087066296218718739 0.014351386593940585 0.014666407249260417 -0.024013354185944434 0.019074401325296527 -0.0029344150322729132
leaf_weight=0.001008381385418756 0.0010976741800665666 0.0010439423639381686 0.0012512749834027487 0.0010158036392670113 0.0010719455058948071 0.00101404145137255
leaf_count=406 667 288 311 405 748 296
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internal_weight=0 0.00640539 0.00536145 0.00435307 0.00310179 0.00208599
internal_count=3121 2454 2166 1760 1449 1044
is_linear=0
shrinkage=0.1


Tree=8640
num_leaves=7
num_cat=0
split_feature=52 133 52 2 43 15
split_gain=1.48276e-05 2.69546e-05 6.0108e-05 8.94222e-05 9.62587e-05 4.71879e-05
threshold=0.11434500000000002 -1.0000000180025095e-35 -0.0064899999999999992 0.10613000000000002 -1.0000000180025095e-35 -0.053579999999999996
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=-0.00026771488709304806 -0.00021713578966124595 0.00011058654964378895 5.1750488714871195e-05 -0.00018470221278294889 0.00088426466071106827 -0.00041390499007543623
leaf_weight=0.0010006739691189558 0.0010787769671051816 0.0013801463604670137 0.0010063964794339842 0.0011477406196839174 0.001137497073180765 0.0012630318300195455
leaf_count=813 501 492 404 189 184 538
internal_value=0 2.99755e-05 8.01694e-05 0.000256997 0.000493462 -0.00014004
internal_weight=0 0.00693549 0.00593481 0.00329163 0.00214389 0.00264318
internal_count=3121 2620 1807 777 588 1030
is_linear=0
shrinkage=0.00196078


Tree=8641
num_leaves=6
num_cat=0
split_feature=49 43 51 12 1
split_gain=9.76038e-06 1.84953e-05 3.97215e-05 3.9972e-05 4.82528e-05
threshold=-0.047584999999999995 -0.17390999999999998 -0.025069999999999999 0.090840000000000018 0.094465000000000007
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
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leaf_value=0.0066847978353870869 0.010022698147764403 0.012130470718406233 -0.017413683559921161 -0.026379361294319333 0.0096593696045233924
leaf_weight=0.0016838633458369362 0.0010541571014516327 0.0010912678897018867 0.0012454679165108669 0.0010236574209612137 0.0013965156252893503
leaf_count=403 177 545 991 693 312
internal_value=0 -0.00196161 -0.0046174 -0.00960327 -0.00310325
internal_weight=0 0.00581107 0.00475691 0.00366564 0.00264198
internal_count=3121 2718 2541 1996 1303
is_linear=0
shrinkage=0.1


Tree=8642
num_leaves=7
num_cat=0
split_feature=13 47 52 51 1 0
split_gain=2.03236e-05 2.61958e-05 6.23262e-05 3.3658e-05 5.18601e-05 1.11809e-05
threshold=-0.23438999999999996 0.10904500000000002 -0.088204999999999992 1.0000000180025095e-35 0.08844500000000001 -0.14454499999999995
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=0.00025665813101192038 -0.00039159784101755441 -0.00031081268818383136 -7.691505290457218e-05 -0.00019621635353309891 0.00054388888007640961 0.00026272881268440067
leaf_weight=0.001027007687365248 0.0011695094520542413 0.0011394081085669963 0.0015159686033871579 0.0010492651566754753 0.0010281897811512952 0.0011542499578838616
leaf_count=169 595 163 1230 354 120 490
internal_value=0 -3.85637e-05 1.38604e-05 0.000113738 0.000201675 0.000395189
internal_weight=0 0.00705659 0.00591718 0.00474767 0.00369841 0.00218244
internal_count=3121 2952 2789 2194 1840 610
is_linear=0
shrinkage=0.00196078


Tree=8643
num_leaves=6
num_cat=0
split_feature=484 49 52 2 4
split_gain=1.28277e-05 1.83819e-05 3.62913e-05 4.61234e-05 5.34128e-05
threshold=0.073690000000000019 -0.081404999999999991 0.10744000000000002 0.10097500000000002 -0.077679999999999985
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.0001992232138158357 0.0001993091019818459 0.00034421226507607003 0.00025490631072481318 -0.00040913671537628728 -0.00019860077648070705
leaf_weight=0.001068487062860053 0.0010124421099834396 0.0010746231315784593 0.0010210222547297493 0.0017207925852870832 0.0019831270650545168
leaf_count=213 394 727 400 557 830
internal_value=0 -3.71079e-05 -8.06486e-05 -0.000152346 -7.83325e-06
internal_weight=0 0.00686805 0.00579957 0.00477854 0.00305775
internal_count=3121 2727 2514 2114 1557
is_linear=0
shrinkage=0.00196078


Tree=8644
num_leaves=6
num_cat=0
split_feature=16 4 2 2 13
split_gain=9.59443e-06 2.85381e-05 3.75067e-05 3.58658e-05 3.06632e-05
threshold=-0.5048999999999999 0.098655000000000007 0.11093500000000002 0.092875000000000013 -0.033284999999999988
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.0085298780995828622 -0.0097041480258457657 -0.014136066418332408 0.017831658075827192 -0.017585723966735484 0.012167133148361599
leaf_weight=0.0011159169163936231 0.0010561137138668506 0.0013998392656043327 0.0011534692621687302 0.0011417888103513667 0.0016309034088129821
leaf_count=222 999 340 326 505 729
internal_value=0 -0.00152056 0.00202394 -0.00273831 0.00357078
internal_weight=0 0.00638211 0.00498228 0.00382881 0.00268702
internal_count=3121 2899 2559 2233 1728
is_linear=0
shrinkage=0.1


Tree=8645
num_leaves=7
num_cat=0
split_feature=457 151 1 0 2 2
split_gain=1.6581e-05 3.52801e-05 3.91456e-05 3.49308e-05 3.22988e-05 6.34904e-06
threshold=0.045365000000000009 -0.0017399999999999998 0.111945 -0.10224499999999999 0.10097500000000002 0.084655000000000022
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=-0.00038690543654191042 0.00020035044486534019 -0.00039007251741935729 0.00025178980133037118 4.8531404969012995e-05 -0.00026985932485167752 0.0002686175770753174
leaf_weight=0.0010019084968390969 0.0012315225702127499 0.0011193425088331646 0.0018056182823155452 0.0010048045195159409 0.0010158374376888976 0.0010109890711242219
leaf_count=334 289 274 383 604 394 843
internal_value=0 -4.64801e-05 1.078e-05 -9.4056e-05 1.52396e-05 0.000158912
internal_weight=0 0.0069585 0.00595659 0.00415097 0.00303163 0.00201579
internal_count=3121 2832 2498 2115 1841 1447
is_linear=0
shrinkage=0.00196078


Tree=8646
num_leaves=6
num_cat=0
split_feature=0 1 47 0 4
split_gain=1.03826e-05 2.67564e-05 3.49635e-05 4.7616e-05 2.34954e-05
threshold=-0.060129999999999996 0.08844500000000001 0.092530000000000015 -0.14116499999999996 -0.35136499999999998
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -2
right_child=4 2 -4 -5 -6
leaf_value=-0.015124088260256591 -0.0053633057441226902 -0.0034158773655404507 -0.013141197751111494 0.024419514155349386 0.013833270894885752
leaf_weight=0.0012851426479042749 0.0011676028176470659 0.0014790791647066441 0.0011094988803980934 0.0010514049722114868 0.0014045539736517087
leaf_count=1665 227 203 196 484 346
internal_value=0 -0.00271959 0.00165998 0.0081496 0.00511919
internal_weight=0 0.00492513 0.00363998 0.00253048 0.00257216
internal_count=3121 2548 883 687 573
is_linear=0
shrinkage=0.1


Tree=8647
num_leaves=7
num_cat=0
split_feature=484 48 0 16 16 2
split_gain=2.08041e-05 2.64426e-05 0.000134142 4.04547e-05 6.98527e-05 3.67582e-05
threshold=0.073690000000000019 0.083985000000000018 -0.18113999999999997 -0.15241499999999997 0.38525000000000004 0.086950000000000013
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 4 -6 -7
leaf_value=0.00014806581187166683 0.00025308810812292283 -0.00032512823809739244 0.00059134364033000748 -0.0001700608670728906 0.00018354490126462766 -0.00066683520457525404
leaf_weight=0.0014721320194170731 0.0010875437730700627 0.0012427567476512996 0.0012136887461324372 0.0010851015134972605 0.0010238742771704716 0.0012126072015233758
leaf_count=353 394 81 455 842 280 716
internal_value=0 -3.77359e-05 0.000127685 -0.000122503 -0.000242419 -0.000432232
internal_weight=0 0.00725016 0.00245645 0.00479372 0.00332158 0.00229771
internal_count=3121 2727 536 2191 1838 1558
is_linear=0
shrinkage=0.00196078


Tree=8648
num_leaves=6
num_cat=0
split_feature=131 15 151 13 15
split_gain=1.50189e-05 3.21262e-05 2.94092e-05 5.05927e-05 4.29031e-05
threshold=0.07635500000000002 -0.11713499999999999 -0.024429999999999997 -0.076599999999999988 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.00023862640963275147 -0.00022871061251424822 0.00037784953325639887 0.00032515288429788204 0.0001321813653169781 -0.00033325882331855115
leaf_weight=0.0014112689944984968 0.0010203306305381563 0.0011121179902816875 0.0014390603598586835 0.0014027922310723916 0.0016653293603493299
leaf_count=399 525 386 680 344 787
internal_value=0 2.58584e-05 9.22829e-05 2.18212e-05 -0.000120452
internal_weight=0 0.00703057 0.0056193 0.00450718 0.00306812
internal_count=3121 2596 2197 1811 1131
is_linear=0
shrinkage=0.00196078


Tree=8649
num_leaves=6
num_cat=0
split_feature=131 16 150 3 3
split_gain=2.00868e-05 3.13418e-05 4.45462e-05 4.42492e-05 3.00975e-05
threshold=0.077555000000000027 0.0065250000000000004 0.081835000000000019 -0.013929999999999998 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 2 4 -3 -1
right_child=-2 3 -4 -5 -6
leaf_value=-0.00034563955733913889 -0.00026563008641343911 0.00048556406948903477 0.00029294841561296832 -2.7101243845188318e-05 1.2661999918925437e-05
leaf_weight=0.0018282123533887615 0.0010012067260298197 0.0011708722788232185 0.0010323873948297892 0.0014475044620308717 0.0017778798719078059
leaf_count=1435 522 467 306 173 218
internal_value=0 3.06399e-05 -6.61757e-05 0.00020215 -0.000168989
internal_weight=0 0.00725686 0.00463848 0.00261838 0.00360609
internal_count=3121 2599 1959 640 1653
is_linear=0
shrinkage=0.00196078


Tree=8650
num_leaves=6
num_cat=0
split_feature=52 13 47 52 2
split_gain=1.07193e-05 2.53892e-05 2.18911e-05 4.28939e-05 1.47382e-05
threshold=0.11434500000000002 -0.084034999999999985 0.092530000000000015 -0.0064899999999999992 0.10005000000000001
decision_type=2 2 2 2 2
left_child=1 4 3 -3 -1
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leaf_value=0.0023741864477913005 -0.0096122246707928544 -0.0091568458287118182 -0.015704441174653833 0.013256995072396105 0.019325583804435931
leaf_weight=0.0010498728184349432 0.0010115383017649275 0.0018811776399418076 0.0010133538905513642 0.0015633919878870045 0.0010028126448415151
leaf_count=589 501 763 185 896 187
internal_value=0 0.0014528 -0.00278469 0.00101616 0.0106556
internal_weight=0 0.00651061 0.00445792 0.00344457 0.00205269
internal_count=3121 2620 1844 1659 776
is_linear=0
shrinkage=0.1


Tree=8651
num_leaves=7
num_cat=0
split_feature=13 12 0 48 15 15
split_gain=1.85686e-05 2.46742e-05 5.08958e-05 7.91063e-05 2.21952e-05 2.49298e-05
threshold=-0.23438999999999996 -0.010834999999999999 -0.053834999999999994 0.085845000000000019 1.0000000180025095e-35 -0.098289999999999975
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3
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leaf_value=0.00024012547310851235 0.00024252999674098866 8.9919272075218547e-05 -0.00041515445840442579 -0.0003611814337402821 -3.5753967518924096e-05 0.00052020791062045379
leaf_weight=0.0010456460080605504 0.0010204467755141056 0.0010336976343095264 0.0013994010925781099 0.0014980569351836772 0.0011350271027463638 0.0010370130341685537
leaf_count=169 345 141 389 319 1063 695
internal_value=0 -3.96874e-05 -8.68738e-05 1.07912e-05 0.000184616 0.000305408
internal_weight=0 0.00712364 0.0061032 0.00470379 0.00320574 0.00207071
internal_count=3121 2952 2607 2218 1899 836
is_linear=0
shrinkage=0.00196078


Tree=8652
num_leaves=6
num_cat=0
split_feature=484 42 0 43 15
split_gain=1.03467e-05 1.64245e-05 2.76212e-05 4.20973e-05 3.02259e-05
threshold=0.041405000000000004 -1.0000000180025095e-35 -0.11756999999999999 -0.067199999999999996 -0.095869999999999983
decision_type=2 2 2 2 2
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right_child=-2 2 3 -5 -6
leaf_value=-0.012492571346301077 0.0094285503994505724 -0.018263532457031204 0.021694541292303055 -0.0023220398208561835 0.0045462096116211563
leaf_weight=0.0011227712277292173 0.0010015542570140602 0.0012209661365807532 0.0011954289541064704 0.0018739517334971899 0.0011082827912213089
leaf_count=803 439 158 688 828 205
internal_value=0 -0.00148804 0.000800615 0.00703168 -0.0074104
internal_weight=0 0.0065214 0.00539863 0.00306938 0.00232925
internal_count=3121 2682 1879 1516 363
is_linear=0
shrinkage=0.1


Tree=8653
num_leaves=6
num_cat=0
split_feature=4 151 4 16 13
split_gain=1.18673e-05 2.02373e-05 3.16482e-05 3.33495e-05 2.67909e-05
threshold=0.27044500000000005 -0.024429999999999997 -0.0029599999999999995 -0.092484999999999984 -0.0034749999999999994
decision_type=2 2 2 2 2
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leaf_value=0.010985648779597 0.0086284211943141714 0.011902242418183658 -0.026575175006812703 -0.0023039011260269594 -0.0073628355022454465
leaf_weight=0.0010245684298101007 0.0013071724767555375 0.0014887386332268022 0.0010257124059638921 0.0012634317828085183 0.001401293963724695
leaf_count=451 365 1158 277 342 528
internal_value=0 -0.00185564 -0.00439596 -0.0131793 0.00256116
internal_weight=0 0.00620375 0.00517918 0.00228914 0.00289003
internal_count=3121 2756 2305 619 1686
is_linear=0
shrinkage=0.1


Tree=8654
num_leaves=7
num_cat=0
split_feature=131 13 160 16 4 0
split_gain=2.8029e-05 2.85792e-05 2.83724e-05 4.55526e-05 2.3024e-05 1.4911e-05
threshold=0.078765000000000016 -0.076599999999999988 -0.080719999999999986 -0.018494999999999998 -0.062539999999999984 -0.14920999999999998
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 -5 -6 -7
leaf_value=1.5534939516177239e-05 -0.00030879627569814505 0.00024620131637075206 -8.9000453581026872e-05 -0.00036772709640913852 0.00041062851855431571 0.00022803076618760563
leaf_weight=0.0010910985005381417 0.0010179722487185438 0.0010243801567249413 0.0012212958814758704 0.0016565939301192195 0.0011807338207429196 0.0010701837987547856
leaf_count=378 516 251 120 506 674 676
internal_value=0 3.86734e-05 -4.45719e-05 -0.000120017 0.000220876 5.90618e-05
internal_weight=0 0.00724429 0.00497245 0.00394807 0.00227183 0.00229148
internal_count=3121 2605 1553 1302 1052 796
is_linear=0
shrinkage=0.00196078


Tree=8655
num_leaves=7
num_cat=0
split_feature=131 13 160 16 12 3
split_gain=3.00369e-05 3.69477e-05 3.3312e-05 4.89061e-05 2.41808e-05 1.89189e-05
threshold=0.078765000000000016 -0.076599999999999988 -0.080719999999999986 -0.018494999999999998 0.088615000000000013 0.090900000000000009
decision_type=2 2 2 2 2 2
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leaf_value=0.00042596347331849026 -0.00032022278323468316 0.0002625555357738517 -0.00011185560733160596 -0.00039626523760852772 2.0869544704159378e-05 0.00024402579513268976
leaf_weight=0.0012753713468161214 0.0010127468830084764 0.0010125351997209977 0.0012899414697527928 0.0016314331318028545 0.0010193007363002138 0.0010351989815398852
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internal_value=0 4.02309e-05 -5.47997e-05 -0.000136015 0.000246019 4.65899e-05
internal_weight=0 0.00726378 0.00496911 0.00395657 0.00229467 0.00232514
internal_count=3121 2605 1553 1302 1052 796
is_linear=0
shrinkage=0.00196078


Tree=8656
num_leaves=6
num_cat=0
split_feature=4 4 3 13 43
split_gain=1.11258e-05 1.63262e-05 3.76239e-05 4.40308e-05 2.93572e-05
threshold=0.24564500000000003 0.055260000000000011 0.090900000000000009 -0.033284999999999988 -0.080554999999999974
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.02185206439507616 0.0068296732953336383 -0.012671089498925512 0.013825207628606241 0.015237350303363324 -0.0089475245230064854
leaf_weight=0.0010918557125765681 0.0017971766325605189 0.0011797922355056365 0.00145007541629281 0.0010000628630075627 0.0010076126306709078
leaf_count=1220 426 279 203 376 617
internal_value=0 -0.00218841 0.000529928 -0.0056901 0.00309944
internal_weight=0 0.0057294 0.00454961 0.00309953 0.00200768
internal_count=3121 2695 2416 2213 993
is_linear=0
shrinkage=0.1


Tree=8657
num_leaves=7
num_cat=0
split_feature=13 51 47 52 52 3
split_gain=1.33977e-05 2.51842e-05 3.72415e-05 7.12845e-05 5.48147e-05 4.4357e-05
threshold=-0.23438999999999996 0.08955500000000001 0.10621500000000002 -0.085984999999999992 0.0060650000000000009 -0.055119999999999995
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=0.00020850292624833907 -0.00035871008014128883 -0.00031237018574614651 -0.00031149849303449784 8.6603093463982983e-05 -0.00012837119166989817 0.00060835489359970982
leaf_weight=0.0010156776038868403 0.0010550665645792023 0.0010498624482782014 0.0010806844575781292 0.0011108963424083132 0.0011936090299495749 0.0014365887631477181
leaf_count=169 558 363 152 661 960 258
internal_value=0 -3.26421e-05 1.73296e-05 9.1422e-05 0.000218369 0.000380832
internal_weight=0 0.00692671 0.00587685 0.00479616 0.00374109 0.00254749
internal_count=3121 2952 2589 2437 1879 919
is_linear=0
shrinkage=0.00196078


Tree=8658
num_leaves=7
num_cat=0
split_feature=484 1 12 13 49 3
split_gain=1.38644e-05 2.01565e-05 2.98024e-05 3.89688e-05 2.92083e-05 2.83687e-05
threshold=0.073690000000000019 0.12500000000000003 0.098810000000000023 -0.084034999999999985 -0.043469999999999995 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 4 5 -7
leaf_value=0.00023015507135709917 0.00020980343544982442 0.00020918881908740084 -0.00037776506307515438 0.00012822277110971085 -0.0004966673874960988 -4.1574755995098098e-05
leaf_weight=0.0016411037965368938 0.00102104025474561 0.001095061242914537 0.0010622464915665524 0.00102790535068299 0.0010807821001430126 0.001027078028955449
leaf_count=637 394 232 387 189 1137 145
internal_value=0 -3.49264e-05 -8.07074e-05 -1.46499e-05 -0.000142769 -0.000274918
internal_weight=0 0.00693418 0.00583912 0.00477687 0.00313577 0.00210786
internal_count=3121 2727 2495 2108 1471 1282
is_linear=0
shrinkage=0.00196078


Tree=8659
num_leaves=6
num_cat=0
split_feature=50 4 160 0 12
split_gain=1.03537e-05 2.11169e-05 2.01358e-05 1.8466e-05 3.2865e-05
threshold=0.079410000000000008 0.36766000000000004 -0.027994999999999996 -0.11756999999999999 0.078300000000000008
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.011587419010388969 -0.0094309596282163705 0.014770218552714078 -0.013146847969428317 -0.012507255631515999 0.0088861364042691106
leaf_weight=0.0010324887218802091 0.0010148227687446013 0.0010035176584198592 0.0014578664567456863 0.0011758695872855916 0.0018444593121935936
leaf_count=532 609 303 242 219 1216
internal_value=0 0.0014281 -0.00100156 -0.00390406 0.000557295
internal_weight=0 0.0065142 0.00551068 0.0044782 0.00302033
internal_count=3121 2512 2209 1677 1435
is_linear=0
shrinkage=0.1


Tree=8660
num_leaves=7
num_cat=0
split_feature=42 43 51 15 16 3
split_gain=1.02275e-05 2.13424e-05 3.15401e-05 2.61302e-05 5.31366e-05 2.25408e-05
threshold=0.091735000000000025 0.05259500000000001 -0.076794999999999988 -0.10324499999999999 -0.088394999999999987 -0.026224999999999995
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 4 5 -7
leaf_value=-0.016905036838692208 -0.0089566502152566632 0.01450626594051219 0.014793504021291452 -0.02114591664106117 0.017135524116940651 -0.0036646199670009108
leaf_weight=0.0010181956495071186 0.0010967824927061573 0.001053412465604241 0.0012586111794610838 0.0010081149591380338 0.0010504554491885124 0.00103367317532292
leaf_count=406 667 288 311 405 856 188
internal_value=0 0.001492 -0.00106142 0.00264634 -0.00229782 0.0068192
internal_weight=0 0.00642246 0.00536905 0.00435085 0.00309224 0.00208413
internal_count=3121 2454 2166 1760 1449 1044
is_linear=0
shrinkage=0.1


Tree=8661
num_leaves=6
num_cat=0
split_feature=1 457 12 13 1
split_gain=1.08582e-05 2.92465e-05 2.27612e-05 3.98951e-05 4.42742e-05
threshold=0.12500000000000003 0.045365000000000009 0.098810000000000023 -0.084034999999999985 0.086560000000000012
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.011288227558250749 0.0092011285752787806 0.013710299820476694 -0.017953245263826766 0.0048804913891239863 -0.020485802807919257
leaf_weight=0.0015764615333705313 0.0010894408582661557 0.0010448671471398408 0.0010282812405711522 0.0012903416226766281 0.00147418695916353
leaf_count=693 279 271 405 898 575
internal_value=0 -0.00159686 -0.00457565 -0.00140681 -0.0086461
internal_weight=0 0.00641414 0.00536927 0.00434099 0.00276453
internal_count=3121 2842 2571 2166 1473
is_linear=0
shrinkage=0.1


Tree=8662
num_leaves=6
num_cat=0
split_feature=131 15 12 52 52
split_gain=1.55916e-05 2.64591e-05 2.7451e-05 3.98322e-05 2.13706e-05
threshold=0.07635500000000002 -0.11713499999999999 0.086700000000000013 1.0000000180025095e-35 -0.046924999999999988
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.00021053307583794671 -0.00023098410486008798 2.6040093212022653e-06 0.00028188115713354066 0.00030786790231634699 -0.00036315720521146855
leaf_weight=0.001399391596274082 0.0010033531068165645 0.0015661155915894505 0.0019059977478605994 0.0010792810980250062 0.0010103865662309951
leaf_count=399 525 398 1200 313 286
internal_value=0 3.04649e-05 9.11021e-05 -8.36345e-06 -0.000140831
internal_weight=0 0.00696117 0.00556178 0.00365578 0.0025765
internal_count=3121 2596 2197 997 684
is_linear=0
shrinkage=0.00196078


Tree=8663
num_leaves=7
num_cat=0
split_feature=131 49 12 52 0 1
split_gain=2.1602e-05 2.58716e-05 3.34617e-05 8.97584e-05 3.92704e-05 6.00483e-05
threshold=0.078765000000000016 -0.047584999999999995 0.095330000000000012 0.091275000000000009 -0.083914999999999976 0.095950000000000021
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=0.00025242963300772792 -0.00027129176420194598 0.00036097601758598052 -0.00034599941138840738 0.0005275725113305877 -0.00040820122529798059 -0.00027664281070604273
leaf_weight=0.0016199435211324015 0.0010147841914942947 0.001114468928783379 0.001041562017860433 0.0011125539046555714 0.0011529863085980772 0.001157780578768847
leaf_count=347 516 612 520 365 596 165
internal_value=0 3.4288e-05 -2.90486e-05 4.37013e-05 -0.000113465 3.60897e-05
internal_weight=0 0.0071993 0.00557935 0.00453779 0.00342524 0.00227225
internal_count=3121 2605 2258 1738 1373 777
is_linear=0
shrinkage=0.00196078


Tree=8664
num_leaves=6
num_cat=0
split_feature=1 4 4 47 0
split_gain=1.07412e-05 2.31776e-05 2.02598e-05 3.43143e-05 3.32869e-05
threshold=0.077565000000000009 -0.17966999999999997 -0.04890499999999999 0.087235000000000021 -0.14920999999999998
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=0.0036521579611136427 -0.0094769547806016433 -0.016944353502814275 0.0034372335820574205 -0.0052670358855981016 0.027019833708267778
leaf_weight=0.0011764557505868061 0.0011306481234491413 0.0010201201928829824 0.0014532087691437722 0.0017129566130817567 0.0010176948565026388
leaf_count=78 551 1558 172 264 498
internal_value=0 -0.00591315 0.00240016 0.00560983 0.0131502
internal_weight=0 0.00219658 0.00531451 0.00418386 0.0024709
internal_count=3121 1636 1485 934 670
is_linear=0
shrinkage=0.1


Tree=8665
num_leaves=6
num_cat=0
split_feature=131 12 52 49 15
split_gain=3.18233e-05 2.70231e-05 5.94257e-05 4.82002e-05 5.42132e-05
threshold=0.078765000000000016 0.098810000000000023 0.091275000000000009 -0.048674999999999989 -0.016799999999999995
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.00031967826730563574 -0.00032795573145157449 -0.00023768817799589307 0.000462741813838302 -0.00035966940905497041 0.00012523835996247526
leaf_weight=0.0012796049079467973 0.0010109424560083022 0.0011136840411392832 0.0013211248518293266 0.0018255755961051146 0.0017231197026190868
leaf_count=266 516 406 449 638 846
internal_value=0 4.33546e-05 9.42525e-05 -6.57398e-06 -0.000124216
internal_weight=0 0.00726311 0.00614943 0.0048283 0.0035487
internal_count=3121 2605 2199 1750 1484
is_linear=0
shrinkage=0.00196078


Tree=8666
num_leaves=6
num_cat=0
split_feature=160 16 0 1 16
split_gain=1.00042e-05 3.02193e-05 3.01882e-05 6.0537e-05 2.50177e-05
threshold=-1.0000000180025095e-35 -0.056919999999999991 -0.18113999999999997 0.094385000000000011 0.23311500000000004
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -3
right_child=1 4 3 -5 -6
leaf_value=-0.0067873916333469723 -0.0053190513427692765 -0.017407751681645014 -0.0018943110604017566 0.030785448626358666 0.0029724951982476266
leaf_weight=0.0016956460988122408 0.0011318017086265207 0.0011362393516981795 0.0011178562977442325 0.001149974211251206 0.0012818121965666135
leaf_count=970 111 450 909 309 372
internal_value=0 0.0019416 0.00801992 0.014677 -0.00660416
internal_weight=0 0.00581768 0.00339963 0.00226783 0.00241805
internal_count=3121 2151 1329 1218 822
is_linear=0
shrinkage=0.1


Tree=8667
num_leaves=6
num_cat=0
split_feature=131 12 52 15 0
split_gain=1.5275e-05 3.21415e-05 5.75747e-05 3.74564e-05 8.37121e-05
threshold=0.07635500000000002 0.098810000000000023 0.091275000000000009 -0.095869999999999983 -0.082974999999999979
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.00027930317389068528 -0.00023238018112022466 -0.00028536595043103221 0.00045799020970146661 0.00038016470380426617 -0.00026857428429413944
leaf_weight=0.0014389145073137495 0.0010000682998200089 0.0010698018570766956 0.0012462740665039876 0.0017899943582855829 0.001335129743023727
leaf_count=346 525 406 447 736 661
internal_value=0 2.69638e-05 8.44703e-05 -1.75244e-05 0.000103007
internal_weight=0 0.00688011 0.00581031 0.00456404 0.00312512
internal_count=3121 2596 2190 1743 1397
is_linear=0
shrinkage=0.00196078


Tree=8668
num_leaves=6
num_cat=0
split_feature=52 15 1 3 15
split_gain=1.06914e-05 2.00687e-05 4.89791e-05 4.87821e-05 2.93108e-05
threshold=0.11434500000000002 -0.016799999999999995 0.11181500000000001 -0.08824499999999999 1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 2 -1 -3 -5
right_child=-2 3 -4 4 -6
leaf_value=0.0070988607678640278 -0.0096030899818824438 -0.0093554687142937357 -0.017501206195699694 0.028189482228625704 0.0043871056835239723
leaf_weight=0.0017826329935883378 0.0010094696567976682 0.0011614331664069897 0.0014823930837400991 0.0010315603119195845 0.0010378688509755853
leaf_count=882 501 480 333 235 690
internal_value=0 0.00145902 -0.00407011 0.00704661 0.016252
internal_weight=0 0.00649589 0.00326503 0.00323086 0.00206943
internal_count=3121 2620 1215 1405 925
is_linear=0
shrinkage=0.1


Tree=8669
num_leaves=7
num_cat=0
split_feature=1 42 3 16 49 16
split_gain=1.07002e-05 2.65517e-05 2.65537e-05 2.8385e-05 2.67261e-05 3.40341e-07
threshold=0.12500000000000003 0.088915000000000008 -0.12018999999999998 0.061255000000000011 -0.006494999999999999 -0.088159999999999988
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=0.015928595487543648 0.0091550621931074088 -0.014886726295416689 -0.0096025116897132529 -0.016597655168434648 0.010884727971504807 0.0082847931137525112
leaf_weight=0.0010277914623867141 0.0010856510270520064 0.0012152182536097613 0.0011364838499934187 0.0010112028621447112 0.0010012424055222714 0.0010127740299674445
leaf_count=251 279 810 342 266 397 776
internal_value=0 -0.00158121 0.00153453 -0.00202028 0.00265855 0.00957732
internal_weight=0 0.00640471 0.00518949 0.0041617 0.0031505 0.00201402
internal_count=3121 2842 2032 1781 1515 1173
is_linear=0
shrinkage=0.1


Tree=8670
num_leaves=6
num_cat=0
split_feature=50 4 160 52 16
split_gain=1.02149e-05 1.86478e-05 1.97102e-05 1.74038e-05 4.58561e-05
threshold=0.079410000000000008 0.27834500000000006 -0.027994999999999996 0.091275000000000009 -0.056919999999999991
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=0.011687911803919614 -0.0093589910676729875 0.013851887170682177 0.0030478025245569435 0.0073728768812146754 -0.02047028330902044
leaf_weight=0.0010147820641529266 0.001013153311208494 0.0010196020118781492 0.0018862521760984272 0.0010659880254750755 0.0014792584019093866
leaf_count=531 609 315 649 294 723
internal_value=0 0.00144011 -0.000883508 -0.00376227 -0.00728921
internal_weight=0 0.00646588 0.00544628 0.0044315 0.00336551
internal_count=3121 2512 2197 1666 1372
is_linear=0
shrinkage=0.1


Tree=8671
num_leaves=5
num_cat=0
split_feature=52 160 1 1
split_gain=1.26889e-05 2.75594e-05 2.445e-05 2.73849e-05
threshold=-0.081429999999999989 -1.0000000180025095e-35 0.08844500000000001 0.10612500000000001
decision_type=2 2 2 2
left_child=-1 -2 -3 -4
right_child=1 2 3 -5
leaf_value=0.0072513279833449802 -0.015756842637088448 -0.0076756618365343247 0.019573640444517593 -0.001122988464259687
leaf_weight=0.001815846981429628 0.0012071450308327328 0.0018080669698242531 0.0010888557036677743 0.0015484959386087424
leaf_count=771 825 939 279 307
internal_value=0 -0.00235733 0.00128128 0.00742181
internal_weight=0 0.00565256 0.00444542 0.00263735
internal_count=3121 2350 1525 586
is_linear=0
shrinkage=0.1


Tree=8672
num_leaves=6
num_cat=0
split_feature=1 48 0 16 0
split_gain=1.11023e-05 3.81e-05 4.14638e-05 4.04514e-05 1.85538e-05
threshold=0.111945 0.083985000000000018 -0.10224499999999999 -0.022939999999999999 -0.11756999999999999
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -2
right_child=4 -3 3 -5 -6
leaf_value=-0.024357098851580088 -0.0038175877063195592 0.011156432607996366 0.013102420745431338 -0.011896370886870011 0.014276531573257306
leaf_weight=0.0010880232461607923 0.0010658060387683387 0.001453893913469716 0.0011344454709081007 0.001507325079946633 0.0012101705113660298
leaf_count=286 145 446 1082 810 352
internal_value=0 -0.0025751 -0.00792773 -0.00116123 0.00580332
internal_weight=0 0.00518369 0.00372979 0.00264177 0.00227598
internal_count=3121 2624 2178 1892 497
is_linear=0
shrinkage=0.1


Tree=8673
num_leaves=6
num_cat=0
split_feature=50 160 43 43 48
split_gain=1.07198e-05 1.75592e-05 2.42961e-05 4.13534e-05 3.32159e-05
threshold=0.079410000000000008 -0.027994999999999996 -0.14968999999999996 -1.0000000180025095e-35 0.084670000000000009
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.011981200859218411 -0.009616595229199363 0.0126585280258362 -0.022237522718310108 0.010149153794775573 -0.010609572982165107
leaf_weight=0.0012770737101019643 0.0010061965565623917 0.0010261216080164007 0.0010001698871197136 0.0017711400767374168 0.0013647460798155348
leaf_count=625 609 185 964 568 170
internal_value=0 0.00148231 -0.00111502 -0.00453212 0.0011149
internal_weight=0 0.00643925 0.00516218 0.00413606 0.00313589
internal_count=3121 2512 1887 1702 738
is_linear=0
shrinkage=0.1


Tree=8674
num_leaves=6
num_cat=0
split_feature=52 16 15 2 43
split_gain=1.01029e-05 2.79611e-05 1.97647e-05 4.33563e-05 2.0471e-05
threshold=-0.046924999999999988 0.071345000000000006 -0.11713499999999999 0.10097500000000002 -0.0037449999999999996
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=0.014588203638457215 -0.014016667480606967 -0.0068273467129275752 -0.0017045032808360025 -0.013748440938006146 0.016659140418828555
leaf_weight=0.0013906878939842836 0.0011646222418234139 0.0010855884333790433 0.0010720626279531495 0.0013209145760213325 0.0013994931136288536
leaf_count=489 367 464 1001 316 484
internal_value=0 0.00519972 -0.00262203 0.000877133 0.00869372
internal_weight=0 0.00247628 0.00495709 0.00379247 0.00247156
internal_count=3121 953 2168 1801 1485
is_linear=0
shrinkage=0.1


Tree=8675
num_leaves=6
num_cat=0
split_feature=1 52 3 3 12
split_gain=1.72537e-05 3.23317e-05 0.000129247 4.01573e-05 2.69436e-05
threshold=0.10937500000000001 0.10160000000000001 0.090900000000000009 -0.082094999999999987 0.051320000000000005
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -2
right_child=4 -3 -4 -5 -6
leaf_value=3.0531569123966998e-05 0.00028147523404036949 -0.00038044119289519019 0.00060520849480184499 -0.00041226386324659536 -0.00012314683112051139
leaf_weight=0.0015830306869608179 0.0016497185195926576 0.0010202261149598012 0.00104798017050565 0.0015668159345781296 0.0010263795301123195
leaf_count=1106 369 493 138 836 179
internal_value=0 -6.7362e-05 8.72769e-06 -0.000189726 0.000126288
internal_weight=0 0.00521805 0.00419783 0.00314985 0.0026761
internal_count=3121 2573 2080 1942 548
is_linear=0
shrinkage=0.00196078


Tree=8676
num_leaves=7
num_cat=0
split_feature=13 39 151 0 0 2
split_gain=1.65893e-05 2.66045e-05 4.08394e-05 5.19555e-05 2.87814e-05 6.85295e-05
threshold=-0.23438999999999996 0.0046100000000000004 -0.044604999999999992 -0.053834999999999994 -0.084269999999999984 0.089125000000000024
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=0.00023273490705067048 -0.00043308517349091515 0.00025707058928419314 -0.00038106269988368399 -0.00037378403223436036 0.00037536382023169141 0.00025505399858521434
leaf_weight=0.0010061800158111429 0.0010719091762735299 0.0010143657890889987 0.0011051553849100442 0.001157235308740789 0.0010587140792312675 0.0015848990835871447
leaf_count=169 368 330 625 354 944 331
internal_value=0 -3.65426e-05 -8.63645e-05 -1.06098e-05 0.000101501 -6.2819e-06
internal_weight=0 0.00699228 0.00597791 0.004906 0.00374877 0.00269005
internal_count=3121 2952 2622 2254 1900 956
is_linear=0
shrinkage=0.00196078


Tree=8677
num_leaves=6
num_cat=0
split_feature=1 12 2 13 15
split_gain=1.74458e-05 2.73305e-05 3.72337e-05 4.58617e-05 2.06608e-05
threshold=0.12500000000000003 0.098810000000000023 0.088850000000000012 -0.08971999999999998 -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=-0.00020490588184774678 0.00021854924588896269 -0.00032244826786035621 0.00046892152135704008 0.00013159026850815083 -0.00022378769505366494
leaf_weight=0.0019706124223455505 0.0011503295076195526 0.0011201363451602215 0.0010792371898033673 0.0015620821729198714 0.0010529137250469998
leaf_count=1368 279 414 188 523 349
internal_value=0 -4.25901e-05 1.27476e-05 0.00012885 -1.15007e-05
internal_weight=0 0.00678498 0.00566485 0.00369423 0.002615
internal_count=3121 2842 2428 1060 872
is_linear=0
shrinkage=0.00196078


Tree=8678
num_leaves=6
num_cat=0
split_feature=1 16 3 4 4
split_gain=1.16839e-05 2.74172e-05 1.79143e-05 3.21124e-05 1.65189e-05
threshold=0.10937500000000001 -0.071854999999999988 0.090900000000000009 -0.0029599999999999995 -0.10429499999999998
decision_type=2 2 2 2 2
left_child=2 -2 3 4 -1
right_child=1 -3 -4 -5 -6
leaf_value=-0.0078819092922379104 0.016139420584625159 -0.0046711925766661907 0.0067053773924965936 -0.0198415296014713 0.0090671065029639727
leaf_weight=0.0011968269874194676 0.0012376694685358742 0.0012959594995531536 0.0013992073927144143 0.0012130117665078068 0.0011068165209901126
leaf_count=239 305 243 171 621 1542
internal_value=0 0.00549472 -0.0028649 -0.00667272 0.000261473
internal_weight=0 0.00253363 0.00491586 0.00351666 0.00230364
internal_count=3121 548 2573 2402 1781
is_linear=0
shrinkage=0.1


Tree=8679
num_leaves=6
num_cat=0
split_feature=16 4 16 16 2
split_gain=1.03763e-05 3.68737e-05 3.31766e-05 3.04401e-05 2.49584e-05
threshold=0.38525000000000004 -0.27825499999999997 -0.008904999999999998 -0.088159999999999988 0.092755000000000018
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.018946091269409562 0.0093269495713958275 0.012307457983773092 0.014838467873300582 -0.016365063743951445 -0.006637395996247024
leaf_weight=0.0010202356692914282 0.0010242134595037219 0.0013838600310723812 0.0014306908641488333 0.0011826426914884687 0.0013978121518737902
leaf_count=155 311 542 645 1081 387
internal_value=0 -0.00151207 0.00178484 -0.00292612 0.00278752
internal_weight=0 0.00641524 0.00539501 0.00396431 0.00278167
internal_count=3121 2810 2655 2010 929
is_linear=0
shrinkage=0.1


Tree=8680
num_leaves=7
num_cat=0
split_feature=13 39 51 48 0 3
split_gain=1.88571e-05 3.27926e-05 3.76628e-05 4.28707e-05 5.48237e-05 3.86405e-05
threshold=-0.23438999999999996 0.056590000000000008 0.087505000000000013 0.085845000000000019 -0.10607499999999999 -0.088084999999999983
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=0.0002447359082820862 0.00034737990384260843 0.00028700266770115935 -0.00043177578161530624 -0.00037530462875784686 0.00013076534901241855 -0.00037014720843467179
leaf_weight=0.0010437090721709084 0.0016284517614970784 0.0010246668908051038 0.001040695686289274 0.001046862917646006 0.0011827395788656218 0.0011855737601100438
leaf_count=169 249 327 335 263 512 1266
internal_value=0 -3.75077e-05 -9.21588e-05 -2.20826e-05 7.0436e-05 -0.000119991
internal_weight=0 0.00710899 0.00608432 0.00504363 0.00399677 0.00236831
internal_count=3121 2952 2625 2290 2027 1778
is_linear=0
shrinkage=0.00196078


Tree=8681
num_leaves=5
num_cat=0
split_feature=2 43 3 3
split_gain=9.96948e-06 2.09489e-05 3.51768e-05 1.77355e-05
threshold=0.099185000000000009 -0.074359999999999996 0.048265000000000009 0.12178000000000001
decision_type=2 2 2 2
left_child=1 -1 -3 -2
right_child=3 2 -4 -5
leaf_value=0.004656740303619602 0.010195656889715007 -0.020798758560443331 0.0036169085525494314 -0.0051492375986942184
leaf_weight=0.0018980885327169561 0.0019373078742423156 0.0012683005247403185 0.0011035128226261504 0.0012323311234582401
leaf_count=936 745 1097 169 174
internal_value=0 -0.00317311 -0.00943909 0.00422968
internal_weight=0 0.0042699 0.00237181 0.00316964
internal_count=3121 2202 1266 919
is_linear=0
shrinkage=0.1


Tree=8682
num_leaves=6
num_cat=0
split_feature=42 160 52 49 4
split_gain=9.95871e-06 3.00703e-05 2.5579e-05 4.27538e-05 3.27561e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077655000000000016 -0.047584999999999995 0.09173000000000002
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0083372734104240256 -0.011001952804022639 0.016321092568923869 0.01722049298648792 -0.020429077986303265 0.0037367920369005361
leaf_weight=0.0012054570866838503 0.0014531809360323472 0.0011796671508738782 0.0013276435756138768 0.0010211436456413641 0.0012444844500604404
leaf_count=862 828 233 340 620 238
internal_value=0 0.00159291 0.00542758 0.000883179 -0.00715503
internal_weight=0 0.00622612 0.00477294 0.0034453 0.00226563
internal_count=3121 2259 1431 1091 858
is_linear=0
shrinkage=0.1


Tree=8683
num_leaves=7
num_cat=0
split_feature=16 4 0 0 0 48
split_gain=2.46953e-05 7.17111e-05 4.0207e-05 2.9749e-05 4.71356e-05 2.74083e-05
threshold=0.38525000000000004 -0.35136499999999998 -0.077999999999999986 -0.10607499999999999 -0.14920999999999998 0.086035000000000014
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=-0.00053560919714145305 0.00026152311061162923 0.00010371597017591755 0.00031594401746086053 -0.00032477011712612271 0.0003730987931205569 -0.00032669865864963271
leaf_weight=0.0010146606058810048 0.0011075181771457061 0.0010680810842200006 0.001422498149687635 0.0012126682753460767 0.0010704640490072537 0.0012168446183068553
leaf_count=142 311 186 687 1434 269 92
internal_value=0 -5.35666e-05 2.80802e-05 -6.1561e-05 3.35652e-05 -0.000125503
internal_weight=0 0.00700522 0.00599056 0.00456806 0.00335539 0.00228493
internal_count=3121 2810 2668 1981 547 278
is_linear=0
shrinkage=0.00196078


Tree=8684
num_leaves=6
num_cat=0
split_feature=12 3 4 52 3
split_gain=1.02089e-05 3.68301e-05 3.16023e-05 1.9468e-05 3.66519e-07
threshold=0.084100000000000022 0.076840000000000006 0.09173000000000002 -0.066844999999999988 -0.082154999999999992
decision_type=2 2 2 2 2
left_child=1 -1 4 -3 -2
right_child=2 3 -4 -5 -6
leaf_value=0.015264462392181811 -0.010579422385040123 -0.014436379823952872 0.0086444434530875917 0.0030354819616463789 -0.013280000059964728
leaf_weight=0.0015830801957036071 0.0010044717304929223 0.0010690496641201294 0.0011875066649462349 0.0015807086733555663 0.0010057463731719689
leaf_count=640 988 153 223 246 871
internal_value=0 0.00319641 -0.00428983 -0.00401357 -0.0119306
internal_weight=0 0.00423284 0.00319772 0.00264976 0.00201022
internal_count=3121 1039 2082 399 1859
is_linear=0
shrinkage=0.1


Tree=8685
num_leaves=6
num_cat=0
split_feature=131 12 52 49 15
split_gain=2.85046e-05 3.39436e-05 5.66742e-05 4.61026e-05 4.60686e-05
threshold=0.078765000000000016 0.098810000000000023 0.091275000000000009 -0.048674999999999989 -0.016799999999999995
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.00031077786813209858 -0.00031819020137456632 -0.00028067076401268537 0.00045199098181111661 -0.00033898850212624957 0.00010912837109427266
leaf_weight=0.0012865999632648431 0.0010038143242670893 0.0011130433989202902 0.0013169002086930162 0.0018278231490913531 0.0017045855754267546
leaf_count=266 516 406 449 638 846
internal_value=0 3.43612e-05 9.15075e-05 -7.0026e-06 -0.000122747
internal_weight=0 0.00724895 0.00613591 0.00481901 0.00353241
internal_count=3121 2605 2199 1750 1484
is_linear=0
shrinkage=0.00196078


Tree=8686
num_leaves=7
num_cat=0
split_feature=484 1 12 0 2 49
split_gain=1.81328e-05 2.2381e-05 3.47239e-05 5.28138e-05 4.69243e-05 2.94522e-05
threshold=0.073690000000000019 0.12500000000000003 0.098810000000000023 -0.062294999999999996 0.089885000000000007 -0.016249999999999997
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=-0.00042634730058804815 0.00023285087904821624 0.00021410651673794582 -0.00040968065835422286 0.00031420063918363901 0.00027281572694263915 -0.00018696092431044753
leaf_weight=0.0013842643182748848 0.0010592413647115759 0.0011029564127645235 0.0010708614010074306 0.0013249753740838576 0.0010433140102866592 0.0011008391022143916
leaf_count=1180 394 232 387 271 171 486
internal_value=0 -4.23513e-05 -9.00977e-05 -1.95844e-05 -0.000144926 3.67598e-05
internal_weight=0 0.00702721 0.00592425 0.00485339 0.00352842 0.00214415
internal_count=3121 2727 2495 2108 1837 657
is_linear=0
shrinkage=0.00196078


Tree=8687
num_leaves=7
num_cat=0
split_feature=13 39 48 0 4 4
split_gain=1.87871e-05 2.54392e-05 3.84994e-05 5.79754e-05 3.44261e-05 5.22298e-05
threshold=-0.23438999999999996 0.0046100000000000004 0.085845000000000019 -0.053834999999999994 0.16173500000000005 -0.0035949999999999997
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=0.00024468300230977416 -1.0227489160598931e-05 0.00024818686532917817 -0.00033862340947961366 -0.00039667953377871463 -0.00013873446517603338 0.00060952010745685787
leaf_weight=0.0010199280182240497 0.0010847761964389141 0.0010043012324613739 0.0016982616130813821 0.0010178488860212898 0.0011095371744423159 0.0010092107334673411
leaf_count=169 1428 330 363 332 162 337
internal_value=0 -4.03626e-05 -8.93167e-05 1.09796e-05 0.000140504 0.000288464
internal_weight=0 0.00692394 0.00591963 0.00422137 0.00320352 0.00209399
internal_count=3121 2952 2622 2259 1927 1765
is_linear=0
shrinkage=0.00196078


Tree=8688
num_leaves=5
num_cat=0
split_feature=1 12 1 2
split_gain=9.91605e-06 2.6906e-05 3.02884e-05 2.51536e-05
threshold=0.12500000000000003 0.092355000000000007 0.094090000000000021 0.088850000000000012
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=-0.015827700223750244 0.0088233932063442808 -0.012637602284357178 0.011979400073877959 0.0033970836353121505
leaf_weight=0.0011349907564839736 0.001079979576651807 0.0016268573314486426 0.0019148850160509885 0.0016998823612790392
leaf_count=1071 279 865 417 489
internal_value=0 -0.00153844 0.00226317 -0.00429989
internal_weight=0 0.00637662 0.00474976 0.00283487
internal_count=3121 2842 1977 1560
is_linear=0
shrinkage=0.1


Tree=8689
num_leaves=6
num_cat=0
split_feature=52 13 16 0 3
split_gain=1.47287e-05 2.38282e-05 2.0896e-05 4.16858e-05 1.44999e-05
threshold=0.11434500000000002 -0.084034999999999985 -0.079109999999999986 -0.053834999999999994 -0.055119999999999995
decision_type=2 2 2 2 2
left_child=1 4 -3 -4 -1
right_child=-2 2 3 -5 -6
leaf_value=2.705350346291311e-05 -0.00022186733019919649 -0.00022260606459663875 0.00023060701936493318 -0.00024640095238976945 0.00034840075487648674
leaf_weight=0.001024267979951581 0.0010627510903839597 0.0017415682607746117 0.0018374270621807393 0.0011422279633166751 0.0011414928652730681
leaf_count=565 501 711 815 318 211
internal_value=0 2.61364e-05 -5.19794e-05 4.77497e-05 0.000196424
internal_weight=0 0.00688698 0.00472122 0.00297966 0.00216576
internal_count=3121 2620 1844 1133 776
is_linear=0
shrinkage=0.00196078


Tree=8690
num_leaves=6
num_cat=0
split_feature=52 0 4 15 1
split_gain=1.07661e-05 2.40789e-05 2.91767e-05 2.5872e-05 2.85148e-05
threshold=0.11434500000000002 -0.077999999999999986 -0.35136499999999998 -0.0063699999999999989 0.11103500000000001
decision_type=2 2 2 2 2
left_child=1 3 -3 4 -1
right_child=-2 2 -4 -5 -6
leaf_value=-0.00062740148544876938 -0.0096744595332828795 -0.0039228560647943111 0.017685104237521388 0.008054999616874621 -0.022042991196586426
leaf_weight=0.00153171173836126 0.0010036784374520451 0.0010517459646024936 0.0015397354057446254 0.0012836347197270797 0.0010465498512943006
leaf_count=794 501 202 681 786 157
internal_value=0 0.00145879 0.00891557 -0.003545 -0.00932027
internal_weight=0 0.00645338 0.00259148 0.0038619 0.00257826
internal_count=3121 2620 883 1737 951
is_linear=0
shrinkage=0.1


Tree=8691
num_leaves=6
num_cat=0
split_feature=3 52 43 0 3
split_gain=1.03766e-05 1.61012e-05 4.53832e-05 4.02578e-05 3.62481e-05
threshold=0.13524500000000003 -0.0064899999999999992 -0.04652499999999999 -0.14649999999999996 -0.083924999999999986
decision_type=2 2 2 2 2
left_child=1 2 -1 -3 -5
right_child=-2 3 -4 4 -6
leaf_value=0.0065232541836687565 0.0087050095677677214 0.018605434234191854 -0.020812506290711439 0.0081651719215037003 -0.01479166712252826
leaf_weight=0.0011438747469137975 0.001148607445413302 0.0010960875626915612 0.0012948363168160655 0.0012932070310729643 0.0014691958553121427
leaf_count=711 192 178 418 597 1025
internal_value=0 -0.00163031 -0.0079907 0.00238969 -0.00404452
internal_weight=0 0.0062972 0.00243871 0.00385849 0.0027624
internal_count=3121 2929 1129 1800 1622
is_linear=0
shrinkage=0.1


Tree=8692
num_leaves=6
num_cat=0
split_feature=42 160 52 3 0
split_gain=1.00027e-05 2.46066e-05 2.18314e-05 4.31242e-05 3.30439e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077655000000000016 -0.078934999999999991 -0.15202999999999997
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0083439839953865381 -0.0098135770925393689 -0.016475735780716722 0.015963554251915629 -0.0031027915670576132 0.020238938419517124
leaf_weight=0.0012119571234479078 0.0014515040463787448 0.0010129184880614786 0.0013251923880512914 0.0012654313692398477 0.001164709813058807
leaf_count=862 828 492 340 124 475
internal_value=0 0.00158654 0.00505685 0.000858987 0.00808435
internal_weight=0 0.00621976 0.00476825 0.00344306 0.00243014
internal_count=3121 2259 1431 1091 599
is_linear=0
shrinkage=0.1


Tree=8693
num_leaves=6
num_cat=0
split_feature=52 2 15 2 0
split_gain=1.10583e-05 3.0455e-05 1.91326e-05 4.59183e-05 1.98251e-05
threshold=-0.046924999999999988 0.089885000000000007 -0.11713499999999999 0.10097500000000002 -0.078704999999999983
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.0074022048037018498 -0.014011075820902533 0.015024039604210119 0.0013349729587714577 -0.014346292966250659 0.019600208531435126
leaf_weight=0.0010583137975399425 0.0011575713206154283 0.0014154137259418226 0.0014643664250580148 0.0013233681439528762 0.0010000829736479394
leaf_count=404 367 549 1125 316 360
internal_value=0 0.00542961 -0.00275965 0.000678833 0.00874708
internal_weight=0 0.00247373 0.00494539 0.00378782 0.00246445
internal_count=3121 953 2168 1801 1485
is_linear=0
shrinkage=0.1


Tree=8694
num_leaves=6
num_cat=0
split_feature=1 16 15 0 16
split_gain=9.9747e-06 2.50043e-05 1.93488e-05 4.49542e-05 3.1229e-05
threshold=0.10937500000000001 -0.071854999999999988 1.0000000180025095e-35 -0.11437499999999999 0.062650000000000025
decision_type=2 2 2 2 2
left_child=2 -2 3 -1 -5
right_child=1 -3 -4 4 -6
leaf_value=0.015674551126531329 0.015265488832825844 -0.004680724827708373 -0.013043197251363228 -0.020304945693708186 0.0033697126227947441
leaf_weight=0.0013358718241569599 0.0012322309666430635 0.0012827149029574594 0.0013124746915712357 0.001029798476388742 0.001214019774355939
leaf_count=236 305 243 1153 789 395
internal_value=0 0.00509219 -0.00265706 0.00115096 -0.00749575
internal_weight=0 0.00251495 0.00489216 0.00357969 0.00224382
internal_count=3121 548 2573 1420 1184
is_linear=0
shrinkage=0.1


Tree=8695
num_leaves=5
num_cat=0
split_feature=0 43 13 48
split_gain=9.0051e-06 2.29503e-05 3.73558e-05 3.53256e-05
threshold=-0.019414999999999998 -0.079329999999999984 -0.059629999999999996 0.085130000000000025
decision_type=2 2 2 2
left_child=1 -1 -3 -4
right_child=-2 2 3 -5
leaf_value=-0.012379187368355853 0.0060738770050430624 0.014794829183915406 0.0047852017553484585 -0.018913726888899689
leaf_weight=0.0015454772566005333 0.0018245145337783446 0.0014499847376057817 0.0014819834128458748 0.0010927506019344502
leaf_count=942 365 913 727 174
internal_value=0 -0.00202073 0.00195688 -0.00527293
internal_weight=0 0.0055702 0.00402472 0.00257473
internal_count=3121 2756 1814 901
is_linear=0
shrinkage=0.1


Tree=8696
num_leaves=6
num_cat=0
split_feature=52 133 13 2 52
split_gain=1.55375e-05 3.1954e-05 5.65276e-05 2.97376e-05 6.13797e-05
threshold=0.11434500000000002 -1.0000000180025095e-35 -0.084034999999999985 0.084245000000000014 -0.0064899999999999992
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.00028905527023366393 -0.00021884399713930963 0.00040036292321765464 0.00018638733745882758 -0.00044826500374256848 0.00013321712507828197
leaf_weight=0.0010095954748247553 0.0010808752443156218 0.0016245282580687834 0.0015880137393842145 0.0013590459250505866 0.0014347218249487867
leaf_count=813 501 513 430 510 354
internal_value=0 3.37055e-05 8.79581e-05 -2.78648e-05 -0.000149649
internal_weight=0 0.00701591 0.00600631 0.00438178 0.00279377
internal_count=3121 2620 1807 1294 864
is_linear=0
shrinkage=0.00196078


Tree=8697
num_leaves=6
num_cat=0
split_feature=52 16 15 2 43
split_gain=9.64638e-06 2.93473e-05 1.89728e-05 3.92738e-05 1.87409e-05
threshold=-0.046924999999999988 0.071345000000000006 -0.11713499999999999 0.10097500000000002 -0.0037449999999999996
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=0.014736811873759196 -0.013783613261374282 -0.0072664532855677387 -0.0016261593911394046 -0.01305959854020416 0.015980787894637038
leaf_weight=0.0013828362730424783 0.001155806961984765 0.0010792723747827641 0.0010697792068722145 0.0013197597050184618 0.0013900778890469311
leaf_count=489 367 464 1001 316 484
internal_value=0 0.00509162 -0.00257158 0.000857065 0.00832362
internal_weight=0 0.00246211 0.00493542 0.00377962 0.00245986
internal_count=3121 953 2168 1801 1485
is_linear=0
shrinkage=0.1


Tree=8698
num_leaves=6
num_cat=0
split_feature=1 16 48 42 4
split_gain=1.04236e-05 2.2501e-05 1.73583e-05 2.4353e-05 2.25614e-05
threshold=0.10937500000000001 -0.071854999999999988 0.083985000000000018 0.084050000000000014 -0.083854999999999985
decision_type=2 2 2 2 2
left_child=2 -2 3 4 -1
right_child=1 -3 -4 -5 -6
leaf_value=0.0089693725571800883 0.014875004241851267 -0.0040748794869049183 0.0070810875597839178 -0.01880776442937486 -0.010150221583133334
leaf_weight=0.0012012155988387547 0.0012300334483882945 0.0012772431759917905 0.0013203030868200105 0.001088348723111374 0.0012693716374667611
leaf_count=447 305 243 430 1013 683
internal_value=0 0.00522166 -0.00271159 -0.0063445 -0.00085415
internal_weight=0 0.00250728 0.00487924 0.00355894 0.00247059
internal_count=3121 548 2573 2143 1130
is_linear=0
shrinkage=0.1


Tree=8699
num_leaves=6
num_cat=0
split_feature=52 1 47 2 52
split_gain=9.02781e-06 2.01805e-05 2.39346e-05 4.31658e-05 2.16588e-05
threshold=-0.081429999999999989 0.08844500000000001 0.092710000000000015 0.092755000000000018 0.091275000000000009
decision_type=2 2 2 2 2
left_child=-1 4 3 -3 -2
right_child=1 2 -4 -5 -6
leaf_value=0.0061486416991143973 -0.02036973825822741 0.022928362088241831 -0.0091897563332642967 -0.004026640253077844 0.00038012044607664726
leaf_weight=0.0017964513441625215 0.001007564691542796 0.0010905742789869624 0.0011730498764497381 0.0013050341003172849 0.0010046067109591543
leaf_count=771 960 400 181 305 504
internal_value=0 -0.00200182 0.00251359 0.00824433 -0.0100101
internal_weight=0 0.00558083 0.00356866 0.00239561 0.00201217
internal_count=3121 2350 886 705 1464
is_linear=0
shrinkage=0.1


Tree=8700
num_leaves=6
num_cat=0
split_feature=2 52 16 4 1
split_gain=1.02907e-05 4.01206e-05 3.89378e-05 2.32078e-05 2.98007e-05
threshold=0.10912000000000001 0.084960000000000022 -0.074319999999999983 0.076415000000000025 0.086560000000000012
decision_type=2 2 2 2 2
left_child=1 3 -2 4 -1
right_child=2 -3 -4 -5 -6
leaf_value=0.008196742241514671 -0.0078134233487661409 -0.018511664670922461 0.018369974126614973 0.013054787560555387 -0.013444831377454586
leaf_weight=0.0012095847857384984 0.0011103605888936573 0.0011984896301638153 0.0011626957223334327 0.0013424913057167743 0.0013424527657595923
leaf_count=847 272 820 349 231 602
internal_value=0 -0.00251216 0.0055797 0.00241147 -0.00318741
internal_weight=0 0.00509302 0.00227306 0.00389453 0.00255204
internal_count=3121 2500 621 1680 1449
is_linear=0
shrinkage=0.1


Tree=8701
num_leaves=6
num_cat=0
split_feature=2 52 16 12 16
split_gain=2.48433e-05 3.32363e-05 3.49693e-05 5.90552e-05 3.04266e-05
threshold=0.10912000000000001 0.0060650000000000009 -0.23935499999999996 0.088305000000000008 -0.074319999999999983
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -2
right_child=4 -3 3 -5 -6
leaf_value=0.00033214514751526996 -6.4439985586992835e-05 -0.00032681904219708692 -0.00029381388127428545 0.00028355636046286617 0.00037263216892414135
leaf_weight=0.0010032804922677973 0.0011964147429202212 0.0015014752703377951 0.0019383060932512907 0.0010500837673074093 0.0012543986324806155
leaf_count=138 272 991 777 594 349
internal_value=0 -7.81372e-05 1.54049e-05 -9.0933e-05 0.000159266
internal_weight=0 0.00549315 0.00399167 0.00298839 0.00245081
internal_count=3121 2500 1509 1371 621
is_linear=0
shrinkage=0.00196078


Tree=8702
num_leaves=6
num_cat=0
split_feature=4 151 16 3 1
split_gain=2.33015e-05 3.85898e-05 4.76807e-05 3.97723e-05 3.72895e-05
threshold=0.40473500000000007 -0.024429999999999997 -0.088394999999999987 -0.074084999999999998 0.094385000000000011
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.00027590465416754787 0.00024064975128271912 -0.00036924304561427673 0.00024047950608386767 -0.00040647737916187657 9.362250641085965e-05
leaf_weight=0.0011611229809772566 0.0012429360724578878 0.0019145466297734127 0.0016463323740675008 0.0011582542068408808 0.0011349200926219875
leaf_count=473 304 616 1205 322 201
internal_value=0 -5.06352e-05 -0.000115403 7.96017e-06 -0.000158972
internal_weight=0 0.00701518 0.00585405 0.00393951 0.00229317
internal_count=3121 2817 2344 1728 523
is_linear=0
shrinkage=0.00196078


Tree=8703
num_leaves=6
num_cat=0
split_feature=4 2 2 1 13
split_gain=9.62211e-06 2.16857e-05 3.92249e-05 1.88068e-05 2.29277e-05
threshold=0.40473500000000007 0.10672500000000001 0.092875000000000013 0.10638500000000002 -0.033284999999999988
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.0068963271673287826 0.0085375982054644774 0.0084714237284334842 -0.0222087924514726 -0.010762511123207393 0.012661487157270324
leaf_weight=0.0010057765036367416 0.0011145630441473939 0.0016066279269602544 0.0010314603388748107 0.0011371943955551861 0.00148353142038738
leaf_count=970 304 489 491 171 696
internal_value=0 -0.00154656 -0.00500197 -0.00010796 0.00475938
internal_weight=0 0.00626459 0.00465796 0.0036265 0.00248931
internal_count=3121 2817 2328 1837 1666
is_linear=0
shrinkage=0.1


Tree=8704
num_leaves=5
num_cat=0
split_feature=0 15 16 2
split_gain=1.01314e-05 2.01794e-05 5.10858e-05 2.43483e-05
threshold=-0.019414999999999998 -0.0063699999999999989 -0.056919999999999991 0.10444500000000002
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=-0.0081197686532118382 0.0064644532609136164 0.0061921359478279321 -0.023592257568744595 0.011763400635850099
leaf_weight=0.0012474420159619517 0.0018150285815849475 0.0019075591745692276 0.0011819826521560191 0.0012164767546655353
leaf_count=440 365 1238 808 270
internal_value=0 -0.00214151 -0.00650173 0.00169688
internal_weight=0 0.00555346 0.0036459 0.00246392
internal_count=3121 2756 1518 710
is_linear=0
shrinkage=0.1


Tree=8705
num_leaves=6
num_cat=0
split_feature=43 42 150 1 4
split_gain=2.19642e-05 4.41328e-05 3.37387e-05 3.33605e-05 4.79806e-05
threshold=-0.052894999999999991 -1.0000000180025095e-35 0.081835000000000019 0.111945 -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=-0.00020095101830044007 -5.0997632820529729e-05 0.0002979093185039281 0.00023055339278603114 0.00010036204499416304 -0.0005614412413168506
leaf_weight=0.0010373621604400345 0.0015741924299125197 0.001989246877207489 0.0010506913700079196 0.0012790591785921167 0.001286681181698453
leaf_count=394 987 1041 179 223 297
internal_value=0 0.000126926 -8.32398e-05 -0.000162879 -0.00028057
internal_weight=0 0.00302661 0.00519062 0.00413993 0.00286087
internal_count=3121 1435 1686 1507 1284
is_linear=0
shrinkage=0.00196078


Tree=8706
num_leaves=6
num_cat=0
split_feature=43 3 2 2 1
split_gain=1.06035e-05 4.04703e-05 2.36505e-05 2.74047e-05 1.96579e-05
threshold=-0.052894999999999991 -0.077774999999999983 0.089885000000000007 0.10613000000000002 0.111945
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -5
right_child=2 -3 3 4 -6
leaf_value=-0.0050892142296678046 -0.014061594820388679 0.019911610645991586 0.013246693560732823 -0.015246088734048355 0.0042454892469970312
leaf_weight=0.0016084132458751305 0.001350885851196559 0.0010837612752182361 0.0012609479656713273 0.0010300187949152119 0.0010397020023055559
leaf_count=952 858 483 382 241 205
internal_value=0 0.00497511 -0.00290116 0.0016254 -0.0054547
internal_weight=0 0.00269217 0.00468155 0.00333067 0.00206972
internal_count=3121 1435 1686 828 446
is_linear=0
shrinkage=0.1


Tree=8707
num_leaves=6
num_cat=0
split_feature=0 12 2 4 0
split_gain=9.05972e-06 2.40919e-05 2.94934e-05 2.14953e-05 1.77127e-05
threshold=-0.062294999999999996 0.090995000000000006 0.089885000000000007 -0.35136499999999998 -0.20211999999999997
decision_type=2 2 2 2 2
left_child=1 2 -1 -2 -4
right_child=3 -3 4 -5 -6
leaf_value=-0.0110369232242343 -0.0053567084650642622 -0.015903502715096236 -0.0012941352041042839 0.013064499843388656 0.015728772530755858
leaf_weight=0.0012930347950058114 0.001150894032958556 0.0010586113057709391 0.0011660200888694155 0.0014088725596829717 0.00128472717913641
leaf_count=1148 227 798 105 368 475
internal_value=0 -0.00258383 0.00118251 0.00478216 0.00762959
internal_weight=0 0.00480239 0.00374378 0.00255977 0.00245075
internal_count=3121 2526 1728 595 580
is_linear=0
shrinkage=0.1


Tree=8708
num_leaves=7
num_cat=0
split_feature=131 150 15 47 4 12
split_gain=2.76556e-05 3.91301e-05 7.32445e-05 5.36404e-05 5.15669e-05 4.98964e-05
threshold=0.078765000000000016 0.080470000000000014 -0.037864999999999989 0.092710000000000015 -0.033174999999999989 0.088305000000000008
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=-1.9887022757619307e-05 -0.00031500193632717874 0.00032758610850997183 -0.00029768157848704109 -0.00061947971034989353 0.00047186804525463545 0.00026210829363793183
leaf_weight=0.0011793904974260402 0.0010032264227814542 0.0013951679823905536 0.001263659336915606 0.0011168686686847994 0.0011837948700654478 0.0011874300395994606
leaf_count=671 516 358 525 200 250 601
internal_value=0 3.21264e-05 -3.73739e-05 -0.000311521 0.000135812 -2.64914e-05
internal_weight=0 0.00732631 0.00593114 0.00229626 0.00363488 0.00245109
internal_count=3121 2605 2247 871 1376 1126
is_linear=0
shrinkage=0.00196078


Tree=8709
num_leaves=6
num_cat=0
split_feature=43 3 48 4 4
split_gain=2.43578e-05 3.41791e-05 2.65285e-05 5.31579e-05 4.74644e-05
threshold=-0.043144999999999996 -0.077774999999999983 0.085845000000000019 -0.059649999999999988 0.08184000000000001
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=-4.3804858259206146e-05 -0.00032043787906089051 0.00038814686065523048 -0.00030150371058230459 0.00047858104350729098 -9.713164944728675e-05
leaf_weight=0.0017420715332567562 0.0012466752378040248 0.0011822465967583774 0.0016131388651415982 0.0010842259441601288 0.0011186093578392804
leaf_count=971 826 504 275 265 280
internal_value=0 0.000130825 -9.39452e-05 3.11802e-06 0.000186232
internal_weight=0 0.00292432 0.00506265 0.00344951 0.00220284
internal_count=3121 1475 1646 1371 545
is_linear=0
shrinkage=0.00196078


Tree=8710
num_leaves=6
num_cat=0
split_feature=42 49 47 15 4
split_gain=1.68494e-05 2.89206e-05 3.08615e-05 2.61121e-05 5.89356e-05
threshold=0.091735000000000025 -0.00064499999999999985 0.10254000000000001 -0.037864999999999989 -0.084369999999999987
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.00017161155345193712 -0.0002268221571004271 -0.00020945661607916949 0.00041119268913995349 -0.00012833896155317761 0.00046421260282877912
leaf_weight=0.001949510884885158 0.0011476528049032758 0.0012023728505594533 0.0010364179068234917 0.0014256609310382155 0.001179029572764738
leaf_count=571 667 642 142 500 599
internal_value=0 3.00481e-05 0.000111217 2.95523e-05 0.000139883
internal_weight=0 0.00679299 0.00484348 0.00380706 0.00260469
internal_count=3121 2454 1883 1741 1099
is_linear=0
shrinkage=0.00196078


Tree=8711
num_leaves=6
num_cat=0
split_feature=43 43 4 15 2
split_gain=8.8018e-06 3.22643e-05 2.282e-05 4.19132e-05 1.8177e-05
threshold=-0.052894999999999991 -0.092909999999999979 -0.059649999999999988 -0.037864999999999989 0.10467500000000002
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.0040349154068804365 -0.013024102084104636 0.018502259407020483 -0.014977752605737886 0.018811520796242417 0.00316393556563665
leaf_weight=0.0016762249729808502 0.001462644482272975 0.0010228250833450821 0.0010803289838225898 0.0010189285524922183 0.0011299477127483706
leaf_count=465 898 970 333 206 249
internal_value=0 0.00450571 -0.00266161 0.00203201 -0.00570328
internal_weight=0 0.00269905 0.00469185 0.00322921 0.00221028
internal_count=3121 1435 1686 788 582
is_linear=0
shrinkage=0.1


Tree=8712
num_leaves=6
num_cat=0
split_feature=0 1 13 3 4
split_gain=9.8822e-06 1.81624e-05 2.80359e-05 2.86638e-05 4.57222e-05
threshold=1.0000000180025095e-35 0.079415000000000013 -0.08971999999999998 0.10893000000000001 0.0061450000000000003
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.014068453921833602 0.0069350645705586718 0.015294608555366027 -0.013198478328572353 -0.017133507501005812 0.013345647654794525
leaf_weight=0.0010202776346243045 0.0015929859251811529 0.001023961228585325 0.0011193457065035639 0.0010785005432735126 0.0015440509383932697
leaf_count=1571 325 277 584 98 266
internal_value=0 -0.00195959 0.000632685 -0.00337951 0.00218995
internal_weight=0 0.00578614 0.00476586 0.0037419 0.0026634
internal_count=3121 2796 1225 948 850
is_linear=0
shrinkage=0.1


Tree=8713
num_leaves=6
num_cat=0
split_feature=52 12 16 13 4
split_gain=1.27041e-05 3.93158e-05 3.81802e-05 6.99293e-05 4.79662e-05
threshold=-0.12005499999999998 0.098810000000000023 -0.074319999999999983 -0.084034999999999985 -0.059649999999999988
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -4
right_child=1 -3 4 -5 -6
leaf_value=-0.00020404902375768704 0.00030067671837274269 -0.00031272696829453048 -1.8280655140692765e-05 -0.00031874752449258779 0.00049460693311691108
leaf_weight=0.0010734277830371586 0.0011810778591269124 0.0011074499494839758 0.0013222253309436371 0.0017228737212732883 0.0014922538811041315
leaf_count=537 468 359 390 750 617
internal_value=0 2.54237e-05 9.09111e-05 -6.6819e-05 0.000253655
internal_weight=0 0.00682588 0.00571843 0.00290395 0.00281448
internal_count=3121 2584 2225 1218 1007
is_linear=0
shrinkage=0.00196078


Tree=8714
num_leaves=5
num_cat=0
split_feature=42 49 15 4
split_gain=1.08342e-05 2.31328e-05 2.37306e-05 4.0309e-05
threshold=0.091735000000000025 -0.0060549999999999988 -0.037864999999999989 -0.084369999999999987
decision_type=2 2 2 2
left_child=1 -1 -3 -4
right_child=-2 2 3 -5
leaf_value=-0.0081202221767211237 -0.0093943809972598449 -0.0034969608870550895 -0.0005131961543703668 0.023892359485652968
leaf_weight=0.0017828626844456647 0.001060222594268633 0.0018229272365109413 0.0014030126498049227 0.0013073403764215961
leaf_count=540 667 781 509 624
internal_value=0 0.00152997 0.00532522 0.0112588
internal_weight=0 0.00631614 0.00453328 0.00271035
internal_count=3121 2454 1914 1133
is_linear=0
shrinkage=0.1


Tree=8715
num_leaves=7
num_cat=0
split_feature=1 4 13 4 3 43
split_gain=1.62066e-05 4.00988e-05 2.91485e-05 4.10445e-05 6.76533e-05 1.8354e-05
threshold=0.077845000000000011 -0.16363499999999997 -0.0025349999999999995 0.0061450000000000003 0.11296500000000002 -0.052894999999999991
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=9.8552064722858869e-05 0.00041484400027642872 -0.00040629399086763741 -0.00035421508587432697 0.00037320308824870073 -0.00029484395258675642 4.8260166939599841e-05
leaf_weight=0.0012869933156725662 0.0010758862708740342 0.0011412928780144274 0.0011807798917866062 0.0013873306437245173 0.0010050393697593474 0.0010257165997530268
leaf_count=81 457 1561 339 179 71 433
internal_value=0 -0.000138725 5.269e-05 -5.50841e-05 9.25552e-05 0.000235928
internal_weight=0 0.00242829 0.00567475 0.00357315 0.00239237 0.0021016
internal_count=3121 1642 1479 589 250 890
is_linear=0
shrinkage=0.00196078


Tree=8716
num_leaves=6
num_cat=0
split_feature=42 160 43 16 48
split_gain=1.02418e-05 2.34387e-05 2.65475e-05 3.21686e-05 4.46543e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 -0.056919999999999991 0.086260000000000017
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0084609414647098466 -0.0095991702756023818 0.017511060790611443 0.021001692523116709 -0.012845757130273439 -0.0068534124751340715
leaf_weight=0.0012075871982843217 0.0014327142922044298 0.001248636251332477 0.0011798471077073967 0.0011878272879616509 0.0011235726894538618
leaf_count=862 828 482 498 322 129
internal_value=0 0.00160905 0.00499693 0.000521286 0.0074144
internal_weight=0 0.0061726 0.00473988 0.00349125 0.00230342
internal_count=3121 2259 1431 949 627
is_linear=0
shrinkage=0.1


Tree=8717
num_leaves=6
num_cat=0
split_feature=42 160 42 0 16
split_gain=2.50994e-05 3.69685e-05 4.43377e-05 5.25511e-05 5.1658e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.091735000000000025 -0.14226499999999997 -0.072804999999999981
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.00025160696172576107 -0.00021927355177356461 -5.7419847403166335e-05 -0.00024241795797825513 0.00073512444016115685 0.00016321240123615032
leaf_weight=0.0013324638149756684 0.0015926953000592282 0.0016900721686624828 0.0010336551126634693 0.0010023984140928406 0.0015401927081880695
leaf_count=862 828 198 478 322 433
internal_value=0 4.24857e-05 0.00012165 0.000210558 0.000388685
internal_weight=0 0.00685901 0.00526632 0.00423266 0.00254259
internal_count=3121 2259 1431 953 755
is_linear=0
shrinkage=0.00196078


Tree=8718
num_leaves=5
num_cat=0
split_feature=42 0 49 15
split_gain=1.11974e-05 2.08913e-05 2.94843e-05 4.68452e-05
threshold=0.091735000000000025 0.041630000000000007 -0.0060549999999999988 -0.016799999999999995
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=-0.012255971342313425 -0.0095388563598779019 0.013632540731526175 -0.0063355991253406718 0.016905113993320908
leaf_weight=0.0016386907008794603 0.0010620224154980953 0.0011681694900725955 0.0019525305849256828 0.0015604117577796481
leaf_count=508 667 215 812 919
internal_value=0 0.00155857 -0.00117929 0.00398768
internal_weight=0 0.0063198 0.00515163 0.00351294
internal_count=3121 2454 2239 1731
is_linear=0
shrinkage=0.1


Tree=8719
num_leaves=6
num_cat=0
split_feature=457 47 160 16 0
split_gain=1.26179e-05 2.49384e-05 2.05727e-05 3.01463e-05 7.99347e-05
threshold=0.045365000000000009 0.10254000000000001 -0.066074999999999981 -0.056919999999999991 -0.10224499999999999
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=0.0070574106293320536 0.0098589923453828356 0.010126237659248418 -0.019954854389523657 -0.018219370355163616 0.019393932042580431
leaf_weight=0.0010828880251412005 0.0010973431421433246 0.0013768398579694727 0.0010376827565026741 0.0017493452001224028 0.0010274272699191686
leaf_count=645 289 242 227 766 952
internal_value=0 -0.00176411 -0.00510696 -0.00856031 -0.000378166
internal_weight=0 0.00627418 0.00489734 0.00381446 0.00206511
internal_count=3121 2832 2590 1945 1179
is_linear=0
shrinkage=0.1


Tree=8720
num_leaves=6
num_cat=0
split_feature=4 4 2 48 2
split_gain=1.29986e-05 2.97315e-05 4.45152e-05 5.77151e-05 3.55263e-05
threshold=0.24564500000000003 0.055260000000000011 0.11093500000000002 0.083985000000000018 0.084245000000000014
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=1.4261890717717632e-05 0.00013379269650816547 -0.00032700902196601398 0.00036571029539124705 0.00030836442551486525 -0.00044607400205490543
leaf_weight=0.001159043295380044 0.0018695504812090294 0.0012164816130482807 0.0010829637876741925 0.0010196130135949415 0.00145205620111048
leaf_count=655 426 279 266 366 1129
internal_value=0 -5.37138e-05 1.68168e-05 -8.72506e-05 -0.000241735
internal_weight=0 0.00593016 0.00471368 0.00363071 0.0026111
internal_count=3121 2695 2416 2150 1784
is_linear=0
shrinkage=0.00196078


Tree=8721
num_leaves=6
num_cat=0
split_feature=15 0 43 0 1
split_gain=1.10732e-05 2.74054e-05 1.9915e-05 3.22651e-05 1.47569e-05
threshold=-0.031204999999999997 -0.10836499999999999 -0.084004999999999982 -0.084144999999999984 0.10920500000000001
decision_type=2 2 2 2 2
left_child=1 4 -2 -4 -1
right_child=2 -3 3 -5 -6
leaf_value=0.0051687519632265333 0.0053022475716081527 0.01460307341654808 0.0031461750532311514 -0.020568480388326437 -0.011401214645021454
leaf_weight=0.001062025631592928 0.0014636815021976247 0.0014416613324958732 0.0010666738297714974 0.0012414374833210175 0.0010881581250460118
leaf_count=234 444 1016 463 819 145
internal_value=0 0.0039355 -0.00382252 -0.00960896 -0.00321692
internal_weight=0 0.00359185 0.00377179 0.00230811 0.00215018
internal_count=3121 1395 1726 1282 379
is_linear=0
shrinkage=0.1


Tree=8722
num_leaves=6
num_cat=0
split_feature=42 160 49 52 4
split_gain=1.15938e-05 2.32261e-05 2.46366e-05 4.94474e-05 2.41194e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.047584999999999995 0.077655000000000016 0.09173000000000002
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0090138972890847716 -0.0094422941806569533 0.016880150713435585 -0.019539189048902464 0.017130639187657559 0.0013217157200202561
leaf_weight=0.0012028418689722748 0.001430372897163067 0.0012906852969644601 0.001009665108167147 0.0011913064258594094 0.0012287533970023684
leaf_count=862 828 257 620 316 238
internal_value=0 0.00172089 0.00510355 0.000671735 -0.00808784
internal_weight=0 0.00615078 0.00472041 0.00342972 0.00223842
internal_count=3121 2259 1431 1174 858
is_linear=0
shrinkage=0.1


Tree=8723
num_leaves=7
num_cat=0
split_feature=1 0 15 3 48 0
split_gain=2.89964e-05 6.24459e-05 3.32506e-05 4.88768e-05 4.13243e-05 3.47971e-05
threshold=0.077565000000000009 0.024095000000000002 1.0000000180025095e-35 0.10893000000000001 0.086260000000000017 -0.10151999999999999
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=-0.00053797788718338939 0.00066731736075116576 9.9498003636705088e-05 -0.00023866126840609437 -0.00016874034733613423 -5.6637902769472106e-05 0.00017887518559393895
leaf_weight=0.0010789474640035236 0.0011094090617788154 0.0013058113598384015 0.0010964813744289434 0.0013763697829779721 0.001013445635518001 0.0011338973495125862
leaf_count=1553 142 83 433 208 195 507
internal_value=0 -0.000188918 6.83848e-05 0.000141051 0.000271975 0.00042043
internal_weight=0 0.00238476 0.0057296 0.00463312 0.00325675 0.00224331
internal_count=3121 1636 1485 1052 844 649
is_linear=0
shrinkage=0.00196078


Tree=8724
num_leaves=7
num_cat=0
split_feature=15 16 2 48 2 0
split_gain=2.25488e-05 3.31424e-05 4.63474e-05 4.46412e-05 4.46555e-05 3.4952e-05
threshold=-0.15914499999999995 -0.29154999999999992 0.10981000000000002 0.082620000000000013 0.084245000000000014 -0.083914999999999976
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=0.00024829084580580497 -0.00036552085810004283 0.00025279597599888587 0.00036364836365071962 0.00028692417868318558 -0.0004455921280688322 -0.00025381162257356329
leaf_weight=0.0011726993496616479 0.00105491456408044 0.0010606244339903773 0.0011545810631464985 0.0010118746681579459 0.0014426530917732716 0.0010340602619366968
leaf_count=351 231 302 352 326 1143 416
internal_value=0 -4.6247e-05 1.28025e-05 -7.62414e-05 -0.000180127 2.7045e-06
internal_weight=0 0.00675871 0.00570379 0.00454921 0.00353734 0.00209468
internal_count=3121 2770 2539 2187 1861 718
is_linear=0
shrinkage=0.00196078


Tree=8725
num_leaves=5
num_cat=0
split_feature=2 52 4 16
split_gain=1.0615e-05 2.69353e-05 3.1886e-05 1.65404e-05
threshold=0.099185000000000009 -0.088204999999999992 -0.0016099999999999997 -0.074319999999999983
decision_type=2 2 2 2
left_child=1 -1 -3 -2
right_child=3 2 -4 -5
leaf_value=-0.017604993235583798 -0.0035262370599192789 0.011329615370963586 -0.0085873871318517519 0.011033099622509646
leaf_weight=0.0010050192451619838 0.0014404262130450118 0.0015726585409540151 0.0016441633050888777 0.001702658822915336
leaf_count=410 375 1320 472 544
internal_value=0 -0.00331486 0.00114975 0.00436079
internal_weight=0 0.00422184 0.00321682 0.00314309
internal_count=3121 2202 1792 919
is_linear=0
shrinkage=0.1


Tree=8726
num_leaves=7
num_cat=0
split_feature=52 52 160 2 16 2
split_gain=2.3043e-05 4.82905e-05 3.19193e-05 2.79297e-05 0.00010942 2.56046e-05
threshold=-0.081429999999999989 -0.19683499999999995 -1.0000000180025095e-35 0.11018500000000002 -0.15241499999999997 0.086950000000000013
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=-0.00012718740867881815 -0.00033080014961922859 0.00047674160612184134 0.00037619856882170128 0.00022609196109405697 -0.00014101636996095826 -0.00057357043150402199
leaf_weight=0.0010007451497861097 0.0013210680331777348 0.0010360142177209342 0.0012252718622998444 0.0015918838652320875 0.0010354338462870128 0.0010696621234326416
leaf_count=425 825 346 203 285 617 420
internal_value=0 0.000180006 -6.0175e-05 1.24573e-05 -8.9658e-05 -0.00036081
internal_weight=0 0.00203676 0.00624332 0.00492225 0.00333037 0.0021051
internal_count=3121 771 2350 1525 1240 1037
is_linear=0
shrinkage=0.00196078


Tree=8727
num_leaves=7
num_cat=0
split_feature=49 1 52 12 43 15
split_gain=1.72075e-05 2.75946e-05 2.2455e-05 4.353e-05 5.53214e-05 7.68928e-06
threshold=-0.047584999999999995 0.12337000000000002 -0.07167999999999998 0.09334000000000002 -0.0037449999999999996 -0.099734999999999976
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=0.00016584578592098557 -0.0003672082539727564 0.00024238753130765778 -0.00026952977361230417 -0.00038718075915117816 0.00014633256462713134 0.00038814952196466074
leaf_weight=0.0018373541299163436 0.0010281911713203246 0.0010390712184239238 0.0011673871936309075 0.001066928458714866 0.0010170293279225871 0.0010052760243916326
leaf_count=403 619 244 874 520 114 347
internal_value=0 -4.97195e-05 -0.000107152 -4.43351e-05 7.03442e-05 0.000266538
internal_weight=0 0.00632388 0.00528481 0.00425662 0.00318969 0.00202231
internal_count=3121 2718 2474 1855 1335 461
is_linear=0
shrinkage=0.00196078


Tree=8728
num_leaves=7
num_cat=0
split_feature=1 3 12 43 52 3
split_gain=3.09644e-05 4.02085e-05 6.65915e-05 3.07581e-05 5.62855e-05 4.21476e-05
threshold=0.10293500000000001 0.11296500000000002 0.092355000000000007 -0.11720999999999999 0.0060650000000000009 -0.00083499999999999991
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=0.00019421867585461751 0.00065041399229384558 -0.00011335594588717652 -5.4376496043411475e-05 -0.00028545184553564491 -0.00055760742019674947 0.00021004202481915399
leaf_weight=0.0010025183718282349 0.001061241848992926 0.0015049800956319819 0.0010021175396208635 0.0013071322390220139 0.0011336453986929527 0.001333195899444123
leaf_count=266 312 213 211 1053 891 175
internal_value=0 0.000130357 0.000308116 -0.000111068 -0.000192165 -3.52593e-05
internal_weight=0 0.00356834 0.00206336 0.00477649 0.00377397 0.00264033
internal_count=3121 736 523 2385 2119 1228
is_linear=0
shrinkage=0.00196078


Tree=8729
num_leaves=6
num_cat=0
split_feature=15 0 13 16 1
split_gain=1.11328e-05 2.41547e-05 1.74505e-05 2.16622e-05 1.13124e-05
threshold=-0.031204999999999997 -0.10836499999999999 -0.033284999999999988 0.0065250000000000004 0.10920500000000001
decision_type=2 2 2 2 2
left_child=1 4 -2 -4 -1
right_child=2 -3 3 -5 -6
leaf_value=0.0045689276261635884 -0.011384287093136139 0.013926913531187074 -0.0082617573978615317 0.012048141794307472 -0.0099047783384292355
leaf_weight=0.0010657848336327541 0.0016919372162756802 0.0014481578231515693 0.0010139111288625289 0.001089421431373938 0.0010946077356394123
leaf_count=234 912 1016 559 255 145
internal_value=0 0.00393399 -0.00382389 0.00225776 -0.00276448
internal_weight=0 0.00360855 0.00379527 0.00210333 0.00216039
internal_count=3121 1395 1726 814 379
is_linear=0
shrinkage=0.1


Tree=8730
num_leaves=6
num_cat=0
split_feature=4 4 2 15 2
split_gain=1.10388e-05 2.30832e-05 3.94574e-05 3.64022e-05 3.11697e-05
threshold=0.24564500000000003 0.055260000000000011 0.10981000000000002 -0.022504999999999997 0.090675000000000019
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.010528992443724414 0.006849132827463804 -0.014811029483563262 0.018189054014570976 -0.00064550231204067764 -0.024011759982731178
leaf_weight=0.0011380472313316887 0.001770049397940429 0.0011545596801692684 0.0010328845821032709 0.0012476729231827924 0.0010524647476881613
leaf_count=675 426 279 290 1088 363
internal_value=0 -0.00220552 0.00104959 -0.00409938 -0.0113371
internal_weight=0 0.00562563 0.00447107 0.00343818 0.00230014
internal_count=3121 2695 2416 2126 1451
is_linear=0
shrinkage=0.1


Tree=8731
num_leaves=5
num_cat=0
split_feature=3 12 3 4
split_gain=1.12535e-05 1.74934e-05 4.00415e-05 2.60364e-05
threshold=0.13524500000000003 0.051320000000000005 -0.086554999999999979 0.0061450000000000003
decision_type=2 2 2 2
left_child=1 3 -3 -1
right_child=-2 2 -4 -5
leaf_value=-0.0067618126521811588 0.0091271346206408793 0.0029287865084047082 -0.019910500512230256 0.011643602029684201
leaf_weight=0.0013660799711315683 0.0011344892632599527 0.0017676277213436841 0.001356848996222222 0.0017572240782863298
leaf_count=319 192 839 1434 337
internal_value=0 -0.00169905 -0.0069895 0.00359339
internal_weight=0 0.00624778 0.00312448 0.0031233
internal_count=3121 2929 2273 656
is_linear=0
shrinkage=0.1


Tree=8732
num_leaves=7
num_cat=0
split_feature=4 52 4 1 4 0
split_gain=3.9884e-05 4.05738e-05 4.72119e-05 4.9291e-05 4.7401e-05 3.34274e-05
threshold=0.27287000000000006 -0.12005499999999998 -0.0016099999999999997 0.094385000000000011 -0.35136499999999998 -0.077999999999999986
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=-0.00041356303701862806 0.00029275458467566237 -0.00016405617123684671 -0.00053600426320859085 2.6212011386355531e-05 9.3750303076621744e-05 0.00057774440917899423
leaf_weight=0.0010951057693187483 0.0014269130589788653 0.0012187255062585658 0.0010328584650758318 0.0014290798101169585 0.001185537239419582 0.0010212310078253257
leaf_count=512 352 115 435 173 1110 424
internal_value=0 -6.7001e-05 -2.53794e-06 -0.000209655 0.000146319 0.000317729
internal_weight=0 0.00698254 0.00588743 0.00246194 0.00342549 0.00220677
internal_count=3121 2769 2257 608 1649 1534
is_linear=0
shrinkage=0.00196078


Tree=8733
num_leaves=6
num_cat=0
split_feature=16 12 52 16 15
split_gain=2.56554e-05 3.05242e-05 6.81381e-05 6.74145e-05 2.64634e-05
threshold=-0.36241499999999999 0.10124000000000001 0.096795000000000006 0.071345000000000006 -0.0063699999999999989
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=-0.00022854223407462053 -2.4773339132377296e-05 -0.00025043175188506117 0.00056008568316862821 -0.00040344672423493592 0.00033706802523653752
leaf_weight=0.0016436714632989567 0.0016152456235442041 0.0011053005994195002 0.0010315222272352619 0.0011660815292725965 0.001497552233496497
leaf_count=395 704 365 405 437 815
internal_value=0 4.60197e-05 0.000107723 -1.32975e-06 0.000149307
internal_weight=0 0.0064157 0.0053104 0.00427888 0.0031128
internal_count=3121 2726 2361 1956 1519
is_linear=0
shrinkage=0.00196078


Tree=8734
num_leaves=6
num_cat=0
split_feature=0 1 13 49 47
split_gain=1.11561e-05 1.85545e-05 3.10961e-05 2.92675e-05 2.02256e-05
threshold=-1.0000000180025095e-35 0.079415000000000013 -0.091054999999999983 -0.009244999999999998 0.092530000000000015
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.014314468590953741 0.0073463410553706839 0.016192698326510872 -0.015890014285672473 0.01021110579357498 -0.0080882735353968501
leaf_weight=0.0010220377210528511 0.0016001778766549304 0.0010019146598901026 0.0012840471195840974 0.0014696384670857124 0.0010254100826457351
leaf_count=1571 325 257 241 539 188
internal_value=0 -0.00208458 0.000529807 -0.00362274 0.00269046
internal_weight=0 0.00580305 0.00478101 0.0037791 0.00249505
internal_count=3121 2796 1225 968 727
is_linear=0
shrinkage=0.1


Tree=8735
num_leaves=7
num_cat=0
split_feature=50 4 457 16 52 43
split_gain=1.75192e-05 2.51246e-05 2.24991e-05 3.97645e-05 3.16819e-05 8.6929e-06
threshold=0.079410000000000008 0.36766000000000004 0.045365000000000009 -0.084119999999999986 0.091275000000000009 -0.073959999999999984
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=-0.00032182342091230729 -0.00023719464787582919 0.0003072986698016258 0.00024353431284659716 3.4846075757602304e-05 0.00031481069571360625 -0.00022360842572476496
leaf_weight=0.0016464898198239528 0.0010681096693549936 0.001080243932054803 0.0010373818554992136 0.001000410597037851 0.0011426394925065841 0.0010009085829534466
leaf_count=583 609 303 240 498 335 553
internal_value=0 3.26401e-05 -1.82704e-05 -7.49648e-05 5.43149e-05 -9.44133e-05
internal_weight=0 0.00690807 0.00582783 0.00479045 0.00314396 0.00200132
internal_count=3121 2512 2209 1969 1386 1051
is_linear=0
shrinkage=0.00196078


Tree=8736
num_leaves=6
num_cat=0
split_feature=131 12 52 49 15
split_gain=3.49281e-05 4.92139e-05 7.88552e-05 5.52031e-05 4.95931e-05
threshold=0.078765000000000016 0.098810000000000023 0.091275000000000009 -0.043469999999999995 -0.016799999999999995
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.00032836470888758089 -0.00034384675688680028 -0.00032695897207223263 0.00054253437190880909 -0.00036079099915716168 0.00010681938478184126
leaf_weight=0.0014015259352559376 0.0010129295855291513 0.0011554423829462125 0.0013027116239342027 0.0017848694617248223 0.0017049271523572813
leaf_count=288 516 406 449 616 846
internal_value=0 4.45405e-05 0.00011384 -3.34043e-07 -0.000132342
internal_weight=0 0.00734948 0.00619403 0.00489132 0.0034898
internal_count=3121 2605 2199 1750 1462
is_linear=0
shrinkage=0.00196078


Tree=8737
num_leaves=6
num_cat=0
split_feature=457 1 1 3 4
split_gain=9.84449e-06 2.32341e-05 3.19368e-05 2.32442e-05 1.26625e-05
threshold=0.045365000000000009 0.11588000000000001 0.096125000000000016 -0.088084999999999983 -0.076779999999999987
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.011645603079112266 0.0086556902592527015 0.0089936605480193457 -0.017053615687687759 0.0020775818850546561 -0.013667098124114603
leaf_weight=0.0011926093809977046 0.0011063645152907791 0.0015656595233744372 0.0015117489966236346 0.0010052948823804108 0.0010384418786441485
leaf_count=530 289 382 390 537 993
internal_value=0 -0.00157038 -0.00505382 0.000551471 -0.00592244
internal_weight=0 0.00631375 0.0047481 0.00323635 0.00204374
internal_count=3121 2832 2450 2060 1530
is_linear=0
shrinkage=0.1


Tree=8738
num_leaves=6
num_cat=0
split_feature=157 160 4 4 15
split_gain=2.18786e-05 5.8694e-05 3.76455e-05 5.53857e-05 6.5701e-05
threshold=-0.05495499999999999 -1.0000000180025095e-35 0.24564500000000003 -0.083854999999999985 -0.053579999999999996
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=0.00027132731756233019 -0.00046535651785412356 0.0002175661091944447 0.00030801224128369325 8.7573715225884523e-05 -0.00050352263877652273
leaf_weight=0.0010088614044900055 0.0010509457120044079 0.0018253197857010101 0.0014850300970859131 0.0013959607074213521 0.001499594195357698
leaf_count=479 644 459 305 488 746
internal_value=0 -3.68423e-05 3.57248e-05 -4.99277e-05 -0.000218552
internal_weight=0 0.00725685 0.0062059 0.00472087 0.00289555
internal_count=3121 2642 1998 1693 1234
is_linear=0
shrinkage=0.00196078


Tree=8739
num_leaves=6
num_cat=0
split_feature=3 15 13 4 12
split_gain=9.13667e-06 3.42215e-05 4.37557e-05 3.23797e-05 7.02248e-05
threshold=-0.14477499999999996 -0.10653 -0.095304999999999987 -0.083854999999999985 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=-0.0089108056036899582 0.015596087651171717 0.013760488076265188 0.0068918205891751842 -0.0012858856206227958 -0.03448105044458797
leaf_weight=0.0010041167214708069 0.0013350508634567661 0.0012611148396709658 0.0010861931682435797 0.0017303401964759895 0.0010088682237746802
leaf_count=277 460 201 449 275 1459
internal_value=0 0.00134689 -0.00239308 -0.00771841 -0.0135119
internal_weight=0 0.00642157 0.00508652 0.0038254 0.00273921
internal_count=3121 2844 2384 2183 1734
is_linear=0
shrinkage=0.1


Tree=8740
num_leaves=6
num_cat=0
split_feature=42 43 4 48 4
split_gain=2.2384e-05 3.73641e-05 3.4648e-05 3.51955e-05 1.29418e-05
threshold=-1.0000000180025095e-35 -0.052894999999999991 -0.059649999999999988 0.086035000000000014 0.09173000000000002
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
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leaf_value=-0.00023498733492497198 0.00027499881661320125 -0.0002986851599792972 0.00037621744786750652 -0.000193467914331386 6.7491374821380593e-05
leaf_weight=0.0013160752131431168 0.0019321461390281952 0.0014703891011153135 0.001025346733443497 0.0012840964524530908 0.0010635237048155718
leaf_count=862 1041 637 174 177 230
internal_value=0 4.44624e-05 -4.75048e-05 6.19931e-05 0.000219033
internal_weight=0 0.0067755 0.00484336 0.00337297 0.00208887
internal_count=3121 2259 1218 581 404
is_linear=0
shrinkage=0.00196078


Tree=8741
num_leaves=7
num_cat=0
split_feature=50 4 151 16 16 16
split_gain=1.53015e-05 1.8478e-05 3.87783e-05 3.48361e-05 3.01441e-05 5.0016e-05
threshold=0.079410000000000008 0.40473500000000007 -0.016164999999999995 -0.092484999999999984 0.071345000000000006 0.38525000000000004
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=0.00033459884453356805 -0.00022445662345569177 0.00027435334355552948 -0.00032462073784664237 0.0002616316724440306 -0.00042824186592493456 0.0001852485169962341
leaf_weight=0.001023291474109695 0.0010560880629078683 0.001007889577752709 0.0015820016370358845 0.0013023193683365996 0.0010171165353657168 0.0010266073411057601
leaf_count=386 609 279 357 1031 174 285
internal_value=0 2.88384e-05 -1.27408e-05 -8.48647e-05 2.84914e-05 -0.000120072
internal_weight=0 0.00695923 0.00595134 0.00492804 0.00334604 0.00204372
internal_count=3121 2512 2233 1847 1490 459
is_linear=0
shrinkage=0.00196078


Tree=8742
num_leaves=6
num_cat=0
split_feature=52 52 15 2 43
split_gain=1.03486e-05 2.82945e-05 1.95179e-05 4.32565e-05 1.96497e-05
threshold=-0.057699999999999994 -0.12005499999999998 -0.11713499999999999 0.10097500000000002 -0.0037449999999999996
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.0075096304956705096 -0.013973246810158499 0.014374351898919405 -0.0015711204673327863 -0.013732910314554933 0.01633403329390334
leaf_weight=0.0010089972812476265 0.001166257651215045 0.0014255153619937492 0.0010819056678058629 0.0013342076657559903 0.0014139210798651222
leaf_count=537 374 389 1008 327 486
internal_value=0 0.00530441 -0.00264671 0.000802258 0.0085724
internal_weight=0 0.00243451 0.00499629 0.00383003 0.00249583
internal_count=3121 926 2195 1821 1494
is_linear=0
shrinkage=0.1


Tree=8743
num_leaves=7
num_cat=0
split_feature=484 49 52 4 13 15
split_gain=1.59505e-05 2.43717e-05 3.49926e-05 4.30157e-05 7.01993e-05 5.06039e-05
threshold=0.073690000000000019 -0.081404999999999991 0.10744000000000002 0.0052350000000000009 -0.0034749999999999994 -0.095869999999999983
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=0.00023633662850426585 0.0002237451837356561 -1.277927421572877e-05 0.00024387766438231171 -0.00023739876331825755 -0.00074325095582804712 0.0002961311646993737
leaf_weight=0.0010551380745056679 0.0010316886635737613 0.0010204036651759352 0.0010107112885594091 0.0015271931049194274 0.0010029772610106497 0.001237157108199972
leaf_count=213 394 1024 400 325 458 307
internal_value=0 -3.7767e-05 -8.76454e-05 -0.000157631 -0.00037487 1.37718e-06
internal_weight=0 0.00685358 0.00579844 0.00478773 0.00202338 0.00276435
internal_count=3121 2727 2514 2114 1482 632
is_linear=0
shrinkage=0.00196078


Tree=8744
num_leaves=6
num_cat=0
split_feature=52 0 47 15 3
split_gain=1.23015e-05 2.26025e-05 4.47171e-05 2.7397e-05 2.8428e-05
threshold=0.11434500000000002 -0.019414999999999998 1.0000000180025095e-35 0.035560000000000008 0.090900000000000009
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=1.5313218948760727e-05 -0.00019952529976670444 0.00022866701564971565 -0.0003079242859149168 -0.00015485110587689285 0.00044893139694575081
leaf_weight=0.0012920797038606664 0.0010461078046924768 0.0016484451086165117 0.0015940287332064981 0.0011894441325606669 0.0010566665456161917
leaf_count=888 501 307 336 935 154
internal_value=0 2.89168e-05 -3.52421e-05 8.76069e-05 0.000210392
internal_weight=0 0.00678066 0.00513222 0.00353819 0.00234875
internal_count=3121 2620 2313 1977 1042
is_linear=0
shrinkage=0.00196078


Tree=8745
num_leaves=6
num_cat=0
split_feature=16 1 150 16 13
split_gain=1.05818e-05 3.50899e-05 3.37251e-05 4.51625e-05 2.84274e-05
threshold=0.38525000000000004 0.077565000000000009 0.080470000000000014 -0.36241499999999999 -0.00051499999999999994
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.013312252774981393 0.0094003674369232421 -0.019557143246126427 0.018421953339554594 0.018569010273061414 -0.003216599106100098
leaf_weight=0.00181696553011186 0.0010237101311313303 0.0010072809497415542 0.0010948312491709917 0.0010010668986509706 0.0014911446006178495
leaf_count=1511 311 212 295 525 267
internal_value=0 -0.00154822 0.00310422 -0.001688 0.0055342
internal_weight=0 0.00641129 0.00459432 0.00349949 0.00249221
internal_count=3121 2810 1299 1004 792
is_linear=0
shrinkage=0.1


Tree=8746
num_leaves=6
num_cat=0
split_feature=43 43 2 3 0
split_gain=2.05007e-05 3.93614e-05 3.37764e-05 3.38454e-05 3.32766e-05
threshold=-0.052894999999999991 -0.092909999999999979 0.089885000000000007 0.12178000000000001 -0.17169499999999996
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-5.5826977162899286e-05 -0.00032912357358306208 0.00040296382919843615 0.00041367307199876414 -0.00021247467266525291 -6.1662227648816051e-05
leaf_weight=0.0018656362632884142 0.001508804166743258 0.0011697253696587512 0.0010994771046956002 0.0014782492488099302 0.0011675145736138868
leaf_count=465 858 970 90 177 561
internal_value=0 0.000120975 -8.14308e-05 1.83545e-05 0.000168872
internal_weight=0 0.00303536 0.00525405 0.00374524 0.00226699
internal_count=3121 1435 1686 828 651
is_linear=0
shrinkage=0.00196078


Tree=8747
num_leaves=6
num_cat=0
split_feature=4 42 43 2 4
split_gain=1.12679e-05 1.85413e-05 3.89003e-05 3.05837e-05 1.66552e-05
threshold=0.24564500000000003 -1.0000000180025095e-35 -0.074359999999999996 0.089885000000000007 -0.059649999999999988
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.014433896698843233 0.0068952779705745123 0.014793115349222705 -0.019034507657000439 -0.0080034602593342299 0.0094718725447636275
leaf_weight=0.0010198626124673336 0.0017804864519808941 0.0013442520110281981 0.0010963879878162809 0.0010116404314629123 0.0011833037303883665
leaf_count=797 426 785 569 308 236
internal_value=0 -0.00222664 0.000459046 -0.0053953 0.00141757
internal_weight=0 0.00565545 0.00463558 0.00329133 0.00219494
internal_count=3121 2695 1898 1113 544
is_linear=0
shrinkage=0.1


Tree=8748
num_leaves=6
num_cat=0
split_feature=51 49 16 15 0
split_gain=1.09643e-05 2.02895e-05 3.94607e-05 2.24609e-05 8.73069e-05
threshold=0.087505000000000013 -0.026779999999999995 -0.088394999999999987 -0.016799999999999995 -0.014954999999999998
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.01244850351257345 -0.0091177438254556997 -0.013702077266843075 -0.0063491518950990547 0.030492774167424415 -0.010133633191485969
leaf_weight=0.0013510549984064261 0.0011280413615891438 0.0017034962041383409 0.0011216159159286774 0.0011109317939155283 0.001009777249509305
leaf_count=350 435 638 610 925 163
internal_value=0 0.00158786 -0.00137896 0.00509553 0.0111485
internal_weight=0 0.00629688 0.00494582 0.00324232 0.00212071
internal_count=3121 2686 2336 1698 1088
is_linear=0
shrinkage=0.1


Tree=8749
num_leaves=5
num_cat=0
split_feature=2 0 3 4
split_gain=3.80961e-05 2.95607e-05 3.85684e-05 2.42498e-05
threshold=0.099185000000000009 -0.060129999999999996 -1.0000000180025095e-35 0.033845000000000007
decision_type=2 2 2 2
left_child=1 2 -1 -2
right_child=3 -3 -4 -5
leaf_value=-0.00040700865787130083 0.00032054294448907559 9.9927621473715162e-05 3.7528805326567189e-05 -6.0610436748629935e-06
leaf_weight=0.0018550402488126802 0.0017169164874108519 0.0016115362169866376 0.0012600709539733099 0.0017803480085664862
leaf_count=1793 477 247 162 442
internal_value=0 -0.000115662 -0.000227192 0.000154279
internal_weight=0 0.00472665 0.00311511 0.00349726
internal_count=3121 2202 1955 919
is_linear=0
shrinkage=0.00196078


Tree=8750
num_leaves=6
num_cat=0
split_feature=0 4 43 16 15
split_gain=1.18494e-05 2.13164e-05 4.06614e-05 4.71032e-05 1.72829e-05
threshold=-1.0000000180025095e-35 -0.033174999999999989 -0.081454999999999986 -0.074319999999999983 -0.10324499999999999
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.013210353565619391 0.0075633716355404945 -0.016530829445277808 0.0058584168308006531 0.020155730035941573 -0.012586016161023492
leaf_weight=0.0013378899132680698 0.0016083040733838646 0.0010056000904392782 0.0010019499241491275 0.0014380779570297084 0.001030560233442769
leaf_count=1235 325 553 254 486 268
internal_value=0 -0.00213494 0.0011754 0.00630576 -0.00349361
internal_weight=0 0.00581408 0.00447619 0.00347059 0.00203251
internal_count=3121 2796 1561 1008 522
is_linear=0
shrinkage=0.1


Tree=8751
num_leaves=6
num_cat=0
split_feature=16 47 16 16 2
split_gain=1.18239e-05 2.00219e-05 1.86853e-05 3.13887e-05 2.50587e-05
threshold=-0.5048999999999999 0.092165000000000011 -0.008904999999999998 0.071345000000000006 0.092875000000000013
decision_type=2 2 2 2 2
left_child=-1 2 4 -4 -2
right_child=1 -3 3 -5 -6
leaf_value=0.0094447786770319037 -0.0021183872667485406 0.0096545859866319292 0.015251770846083534 -0.0072481247633020968 -0.022713506411275321
leaf_weight=0.0011183172153148057 0.0013922851736400373 0.0012429936789183343 0.001001443457022085 0.0016279600904272602 0.001026252006063124
leaf_count=222 1173 289 481 481 475
internal_value=0 -0.00171429 -0.00451373 0.00132126 -0.0108575
internal_weight=0 0.00629093 0.00504794 0.0026294 0.00241854
internal_count=3121 2899 2610 962 1648
is_linear=0
shrinkage=0.1


Tree=8752
num_leaves=6
num_cat=0
split_feature=13 16 15 15 4
split_gain=1.12433e-05 3.00471e-05 2.68701e-05 2.98024e-05 1.29864e-05
threshold=0.11217000000000001 0.15891500000000003 -0.0063699999999999989 -0.11345499999999999 -0.077834999999999988
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -4
right_child=-2 -3 4 -5 -6
leaf_value=0.0062493760034547582 0.0086681093972662323 -0.017047940091952662 0.0022375909162216851 -0.013563550248059969 0.018210377749194446
leaf_weight=0.0013985102990755585 0.0012381306225604264 0.0010653732616119809 0.0010060624621395513 0.0016607502136877445 0.0010302627846543507
leaf_count=430 217 438 744 820 472
internal_value=0 -0.00177499 0.00141824 -0.00450627 0.0103189
internal_weight=0 0.00616096 0.00509559 0.00305926 0.00203633
internal_count=3121 2904 2466 1250 1216
is_linear=0
shrinkage=0.1


Tree=8753
num_leaves=7
num_cat=0
split_feature=13 16 133 2 3 3
split_gain=2.0089e-05 4.6456e-05 6.78954e-05 3.5578e-05 5.02431e-05 3.06522e-05
threshold=0.11217000000000001 0.22339500000000004 0.081415000000000015 0.10045500000000002 -1.0000000180025095e-35 0.11924500000000002
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=-0.00047503676650175808 0.00021725203562493093 -0.00042227146513510404 0.00048896057923689768 0.00036295542195117277 6.8218978556441054e-05 -0.0001109400216030371
leaf_weight=0.0014215153782889676 0.0013494382897047139 0.001057669105985426 0.0010008650645197004 0.0010116745872012708 0.0012130798952631149 0.0010902865135468541
leaf_count=1064 217 401 861 262 155 161
internal_value=0 -4.46676e-05 2.4942e-05 -7.31081e-05 -0.000224899 0.000117146
internal_weight=0 0.00679509 0.00573742 0.00473656 0.0026346 0.00210196
internal_count=3121 2904 2503 1642 1219 423
is_linear=0
shrinkage=0.00196078


Tree=8754
num_leaves=5
num_cat=0
split_feature=0 4 43 4
split_gain=1.19727e-05 1.75298e-05 4.03499e-05 3.78897e-05
threshold=1.0000000180025095e-35 -0.059649999999999988 -0.079329999999999984 0.098655000000000007
decision_type=2 2 2 2
left_child=1 -1 -3 -4
right_child=-2 2 3 -5
leaf_value=-0.013214259150655303 0.0076138686432160041 -0.015220240151978651 0.01634775812592892 -0.0046149758732118643
leaf_weight=0.0011471359647720258 0.001606149926257597 0.0011983104314723168 0.0017602132861068501 0.0016901509529263369
leaf_count=1054 325 747 649 346
internal_value=0 -0.0021432 0.000588762 0.00607922
internal_weight=0 0.00579581 0.00464867 0.00345036
internal_count=3121 2796 1742 995
is_linear=0
shrinkage=0.1


Tree=8755
num_leaves=6
num_cat=0
split_feature=4 4 16 16 2
split_gain=1.07341e-05 2.05715e-05 1.82376e-05 1.80779e-05 2.68764e-05
threshold=0.24564500000000003 -0.0016099999999999997 -0.066924999999999985 -0.073849999999999985 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=0.013648596494220398 0.0067525018563060176 -0.019633746190985013 -0.0012963430434048933 -0.013239779386683151 0.0079888922891609617
leaf_weight=0.001042414828139404 0.0017761615228559418 0.0010070374837179022 0.0011754174633847232 0.0011398277928202595 0.001250866010945666
leaf_count=783 426 318 325 857 412
internal_value=0 -0.00216651 -0.00975766 0.00265924 -0.00213245
internal_weight=0 0.00561556 0.00218245 0.00343311 0.00239069
internal_count=3121 2695 643 2052 1269
is_linear=0
shrinkage=0.1


Tree=8756
num_leaves=7
num_cat=0
split_feature=13 16 133 2 0 3
split_gain=1.76807e-05 4.26991e-05 4.59007e-05 3.51615e-05 4.20105e-05 3.51496e-05
threshold=0.11217000000000001 0.22339500000000004 0.061605000000000007 0.10045500000000002 -0.13027499999999997 0.11924500000000002
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=7.9881539436550743e-05 0.00019864021316297537 -0.00041419337333860513 0.00038397181946633196 0.00038559656951645774 -0.00043604601817379915 -0.00012220957955661935
leaf_weight=0.0010340861010688718 0.0013497192857355499 0.0010320580292812612 0.0010759615643443823 0.0010066404940726359 0.0014684841650324687 0.0010931813236076825
leaf_count=162 217 401 885 259 1036 161
internal_value=0 -4.73138e-05 1.93677e-05 -6.58706e-05 -0.00022286 0.000121229
internal_weight=0 0.00671041 0.00567835 0.00460239 0.00250257 0.00209982
internal_count=3121 2904 2503 1618 1198 420
is_linear=0
shrinkage=0.00196078


Tree=8757
num_leaves=5
num_cat=0
split_feature=43 3 2 16
split_gain=1.02954e-05 4.22192e-05 3.25066e-05 2.52169e-05
threshold=-0.067199999999999996 -0.077774999999999983 0.089885000000000007 -0.065229999999999996
decision_type=2 2 2 2
left_child=1 -1 -2 -4
right_child=2 -3 3 -5
leaf_value=-0.0052583196921662471 -0.015865505759586767 0.020536346447863049 0.0096574606594577728 -0.0078910860998054055
leaf_weight=0.0016013459632194386 0.0013612256122088845 0.0010509717101456365 0.0019898346852930638 0.0013914856449965649
leaf_count=926 893 427 446 429
internal_value=0 0.00496273 -0.00281708 0.00243586
internal_weight=0 0.00265232 0.00474255 0.00338132
internal_count=3121 1353 1768 875
is_linear=0
shrinkage=0.1


Tree=8758
num_leaves=6
num_cat=0
split_feature=0 160 1 0 4
split_gain=9.78919e-06 2.72358e-05 3.59268e-05 6.25938e-05 1.80968e-05
threshold=-0.060129999999999996 -1.0000000180025095e-35 0.094385000000000011 -0.15931499999999996 -0.35136499999999998
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -2
right_child=4 2 3 -5 -6
leaf_value=-0.016329966075543469 -0.0041493003665462472 -0.0099205558623064877 -0.0068591560535153102 0.02734823255693071 0.012818255163993313
leaf_weight=0.00111999866211795 0.0011633708712298222 0.0015931139212243318 0.0010910165941488154 0.0010494832066892746 0.0013674077032191827
leaf_count=821 227 1291 114 322 346
internal_value=0 -0.00265288 0.00144993 0.00991267 0.00501846
internal_weight=0 0.00485361 0.00373361 0.0021405 0.00253078
internal_count=3121 2548 1727 436 573
is_linear=0
shrinkage=0.1


Tree=8759
num_leaves=6
num_cat=0
split_feature=50 4 4 2 15
split_gain=1.51266e-05 2.56155e-05 1.77624e-05 2.51758e-05 3.89824e-05
threshold=0.079410000000000008 0.27834500000000006 0.098655000000000007 0.10644500000000001 -0.028889999999999996
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.00021366537285493232 -0.00022697496411287231 0.00030476465809764643 -0.00022952035262993785 0.00028803369306371063 -0.00022440706439745651
leaf_weight=0.001283842921232074 0.0010360196923353028 0.0010765476048343924 0.0012691304461596121 0.0011170643899230935 0.0019938482347535303
leaf_count=541 609 315 206 337 1113
internal_value=0 2.75107e-05 -2.51876e-05 3.38202e-05 -5.28179e-05
internal_weight=0 0.00674043 0.00566389 0.00439476 0.00327769
internal_count=3121 2512 2197 1991 1654
is_linear=0
shrinkage=0.00196078


Tree=8760
num_leaves=6
num_cat=0
split_feature=42 160 43 16 48
split_gain=9.61623e-06 2.55583e-05 2.39055e-05 2.84164e-05 3.74596e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 -0.056919999999999991 0.086260000000000017
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0081986657449716685 -0.010166289074639338 0.016990895774979885 0.019848586654244483 -0.011640084119657201 -0.0056627737070197989
leaf_weight=0.0012045254233368731 0.0014268102636256991 0.0012462165079198443 0.0011754503348641622 0.0011964487457094834 0.0011278043477174794
leaf_count=862 828 482 498 322 129
internal_value=0 0.00156928 0.00509745 0.000862291 0.00735678
internal_weight=0 0.00617273 0.00474592 0.0034997 0.00230325
internal_count=3121 2259 1431 949 627
is_linear=0
shrinkage=0.1


Tree=8761
num_leaves=6
num_cat=0
split_feature=42 133 52 16 15
split_gain=1.07635e-05 2.51408e-05 3.63683e-05 9.07853e-05 6.19229e-05
threshold=0.091735000000000025 0.083950000000000011 -0.088204999999999992 -0.0073349999999999986 -0.074054999999999996
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.017857079734952378 -0.0093514706145635586 0.015315201446995001 0.0039056920075452835 0.026098594059016586 -0.026623126508102279
leaf_weight=0.0010626242584855774 0.0010589136594196342 0.0010954222028769552 0.0019405189735637828 0.0011975883641616447 0.0010103186669400256
leaf_count=384 667 694 417 233 726
internal_value=0 0.0015441 -0.00135074 0.00287738 -0.00654688
internal_weight=0 0.00630647 0.00521105 0.00414843 0.00295084
internal_count=3121 2454 1760 1376 1143
is_linear=0
shrinkage=0.1


Tree=8762
num_leaves=7
num_cat=0
split_feature=13 0 47 0 52 0
split_gain=1.53834e-05 2.22938e-05 2.2852e-05 6.25274e-05 4.49708e-05 7.50603e-05
threshold=-0.23438999999999996 1.0000000180025095e-35 0.10904500000000002 -0.082974999999999979 -0.0064899999999999992 -0.14649999999999996
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=0.00022253891644684454 -0.00017288805280998119 0.00020345475239705337 -0.00034415229925337519 -0.0004331806884842983 0.00067048190040547003 -7.9941421293556911e-05
leaf_weight=0.0010050469249733634 0.0013618257593586004 0.0012154587088286485 0.0010909884374544756 0.0011057629883199859 0.0010021494315837905 0.0010487349712607443
leaf_count=169 510 297 154 1102 161 728
internal_value=0 -3.72939e-05 -8.94594e-05 -2.79636e-05 0.000103332 0.000286747
internal_weight=0 0.00682492 0.00560946 0.00451847 0.00341271 0.00205088
internal_count=3121 2952 2655 2501 1399 889
is_linear=0
shrinkage=0.00196078


Tree=8763
num_leaves=6
num_cat=0
split_feature=4 42 43 2 15
split_gain=2.02043e-05 2.92532e-05 4.0826e-05 3.41975e-05 1.60247e-05
threshold=0.24564500000000003 -1.0000000180025095e-35 -0.074359999999999996 0.089885000000000007 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.00034994405483471862 0.00017208227171129447 0.00028384435631069091 -0.00038470302894230468 0.00021135064845529975 -0.00011660584681310512
leaf_weight=0.0010823223389877209 0.0019400208894095597 0.0014393651448393542 0.0011541312592328401 0.0010259248016238074 0.0012969729745337991
leaf_count=797 426 785 569 207 337
internal_value=0 -5.81123e-05 6.13318e-06 -0.000108829 2.82385e-05
internal_weight=0 0.00599872 0.00491639 0.00347703 0.0023229
internal_count=3121 2695 1898 1113 544
is_linear=0
shrinkage=0.00196078


Tree=8764
num_leaves=6
num_cat=0
split_feature=457 1 4 3 16
split_gain=1.02117e-05 2.58751e-05 4.35194e-05 1.88362e-05 3.20999e-06
threshold=0.069910000000000014 0.111945 -0.0029599999999999995 -0.078934999999999991 -0.070454999999999976
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -3
right_child=-2 4 -4 -5 -6
leaf_value=-0.0062547528773229588 0.0089406969084380797 0.011781477078765125 -0.018635373427340073 0.010736043135987989 0.0037873466904289168
leaf_weight=0.0013310354075795889 0.0010834941905976826 0.001005200076908051 0.0016597633369237136 0.0012798750557112075 0.0010039942043376568
leaf_count=1269 267 260 635 495 195
internal_value=0 -0.00157162 -0.00597442 0.00207418 0.00778681
internal_weight=0 0.00627987 0.00427067 0.00261091 0.00200919
internal_count=3121 2854 2399 1764 455
is_linear=0
shrinkage=0.1


Tree=8765
num_leaves=6
num_cat=0
split_feature=4 151 16 2 4
split_gain=2.05488e-05 2.55533e-05 6.18412e-05 3.62939e-05 3.94929e-05
threshold=0.24564500000000003 -0.0071249999999999985 -0.088909999999999989 0.10672500000000001 -0.084369999999999987
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.00019653813414716403 0.00016539572239313884 -0.0005290800128961166 -0.00039741379744532185 0.00031245382440745747 7.6656524471410779e-05
leaf_weight=0.0011602107487645556 0.0019674724598078746 0.0011318015896281809 0.0011642423331600571 0.0010059050324706174 0.0016097158764204625
leaf_count=463 426 501 432 324 975
internal_value=0 -6.51825e-05 -0.000127005 -6.61184e-06 -0.000122313
internal_weight=0 0.00607188 0.00491166 0.00377986 0.00277396
internal_count=3121 2695 2232 1731 1407
is_linear=0
shrinkage=0.00196078


Tree=8766
num_leaves=6
num_cat=0
split_feature=484 49 52 1 1
split_gain=1.80045e-05 2.35477e-05 3.04271e-05 5.946e-05 4.73886e-05
threshold=0.073690000000000019 -0.081404999999999991 0.096795000000000006 0.08844500000000001 0.10708500000000001
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=0.00022643661356855615 0.00023493803720061704 -0.00053690928922039819 0.00015634600700914806 0.00026417551483517738 -0.00022461187065723581
leaf_weight=0.0010546543176364514 0.0010271812058225312 0.0012382563196013702 0.0014342698659917819 0.0012646389260833365 0.0019209560662975219
leaf_count=213 394 1202 476 435 401
internal_value=0 -4.32763e-05 -9.18335e-05 -0.000172297 -3.05698e-05
internal_weight=0 0.00691278 0.00585812 0.00442385 0.00318559
internal_count=3121 2727 2514 2038 836
is_linear=0
shrinkage=0.00196078


Tree=8767
num_leaves=6
num_cat=0
split_feature=13 48 1 2 16
split_gain=2.45586e-05 2.62206e-05 4.6619e-05 3.89429e-05 3.21857e-05
threshold=-0.23438999999999996 0.11013500000000002 0.111945 0.092365000000000017 -0.088159999999999988
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.00027562847244965539 0.00032103196937245855 -0.00034251238896460976 0.0002981067838776244 -0.00032227271577750765 -0.000117626293749553
leaf_weight=0.0010303182458929498 0.0010353259925925018 0.0010004637262060728 0.0015140613558305115 0.0018097710218053144 0.001697446597220782
leaf_count=169 432 145 302 846 1227
internal_value=0 -4.84409e-05 1.35477e-07 -9.91804e-05 4.85618e-05
internal_weight=0 0.00705707 0.0060566 0.00454254 0.00273277
internal_count=3121 2952 2807 2505 1659
is_linear=0
shrinkage=0.00196078


Tree=8768
num_leaves=6
num_cat=0
split_feature=16 4 2 48 4
split_gain=9.87389e-06 2.09741e-05 3.14802e-05 3.16131e-05 3.43604e-05
threshold=-0.5048999999999999 0.098655000000000007 0.10981000000000002 0.081275000000000014 -0.10429499999999998
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.008573764870438122 -0.022267744610797287 -0.012541081733744575 0.016077021123924336 0.012196472977475423 0.00057509764185182863
leaf_weight=0.0011272953234443021 0.0010918182282956207 0.0013676228670001676 0.0011332606425802877 0.0010098622019098151 0.0016592274837819321
leaf_count=222 229 340 351 396 1583
internal_value=0 -0.00159273 0.00146666 -0.00293582 -0.00849063
internal_weight=0 0.00626179 0.00489417 0.00376091 0.00275105
internal_count=3121 2899 2559 2208 1812
is_linear=0
shrinkage=0.1


Tree=8769
num_leaves=5
num_cat=0
split_feature=0 47 49 13
split_gain=1.05084e-05 2.17904e-05 2.89138e-05 3.8433e-05
threshold=-0.019414999999999998 0.092530000000000015 -0.054319999999999993 -0.033284999999999988
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=-0.01191132742910031 0.0065454701619230993 -0.012762655079367372 -0.0075124343453136433 0.015876951201151488
leaf_weight=0.0011535382966312976 0.001824741448821561 0.0014451960326213615 0.001151438856576893 0.0018019846707892162
leaf_count=311 365 310 1254 881
internal_value=0 -0.00220181 0.00151444 0.00675823
internal_weight=0 0.00555216 0.00410696 0.00295342
internal_count=3121 2756 2446 2135
is_linear=0
shrinkage=0.1


Tree=8770
num_leaves=7
num_cat=0
split_feature=484 49 52 15 15 0
split_gain=1.63618e-05 2.04385e-05 4.08565e-05 4.81517e-05 7.94848e-05 2.94134e-05
threshold=0.073690000000000019 -0.081404999999999991 -0.07167999999999998 -0.11713499999999999 -0.031204999999999997 -0.077639999999999987
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=0.0002067009892439487 0.00022068582428350233 -0.00042076840232602766 -0.00035364902082858602 0.00051794983073160869 0.00014838210304362218 -0.00028743734275713694
leaf_weight=0.0010807283132563883 0.0010545485419876681 0.0011363119754377524 0.0011668489770024363 0.0011964802875131732 0.0010466021748644586 0.0013809582509843846
leaf_count=213 394 591 317 415 818 373
internal_value=0 -4.12842e-05 -8.65002e-05 -7.2179e-06 0.000104324 -9.95411e-05
internal_weight=0 0.00700793 0.0059272 0.00479089 0.00362404 0.00242756
internal_count=3121 2727 2514 1923 1606 1191
is_linear=0
shrinkage=0.00196078


Tree=8771
num_leaves=6
num_cat=0
split_feature=4 42 43 2 1
split_gain=9.74844e-06 1.7533e-05 3.07031e-05 2.84355e-05 1.58386e-05
threshold=0.24564500000000003 -1.0000000180025095e-35 -0.074359999999999996 0.089885000000000007 0.086560000000000012
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.013958929736227005 0.0063967124624208106 0.013385946192365984 -0.017968367175803312 0.010270058463729402 -0.0067946852149259928
leaf_weight=0.001018444145057822 0.0017841699198644289 0.0013240778846266188 0.0010767958330171919 0.0011088190546646279 0.0010675605038950754
leaf_count=797 426 785 569 286 258
internal_value=0 -0.00209209 0.000548292 -0.00467677 0.00189944
internal_weight=0 0.0055957 0.00457725 0.00325318 0.00217638
internal_count=3121 2695 1898 1113 544
is_linear=0
shrinkage=0.1


Tree=8772
num_leaves=6
num_cat=0
split_feature=42 43 51 15 4
split_gain=9.35481e-06 2.29655e-05 2.34795e-05 2.92682e-05 4.36823e-05
threshold=0.091735000000000025 0.05259500000000001 -0.071649999999999978 -0.10324499999999999 -0.0029599999999999995
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.015021718724496117 -0.0087134200025741869 0.015045467729246895 0.014906423325062815 0.0072975294170467752 -0.016912544897578364
leaf_weight=0.0010022134166117686 0.0010632007140111152 0.0010350102981268785 0.0012429026450263697 0.0016994685863399258 0.0013273565141509471
leaf_count=410 667 288 309 1105 342
internal_value=0 0.00142659 -0.00124713 0.00198612 -0.00331934
internal_weight=0 0.00630695 0.00527194 0.00426973 0.00302683
internal_count=3121 2454 2166 1756 1447
is_linear=0
shrinkage=0.1


Tree=8773
num_leaves=5
num_cat=0
split_feature=49 43 12 3
split_gain=1.07066e-05 1.61756e-05 3.6141e-05 5.70831e-05
threshold=-0.043469999999999995 -0.17390999999999998 0.088365000000000013 0.099930000000000005
decision_type=2 2 2 2
left_child=-1 -2 3 -3
right_child=1 2 -4 -5
leaf_value=0.0068831757602250054 0.0091292501578225851 0.012967298808267075 -0.017139749492301438 -0.014843363960032994
leaf_weight=0.001716309380473134 0.001039599142525242 0.0018091839845732582 0.0015462397606823522 0.0012465894112496457
leaf_count=425 177 1142 1181 196
internal_value=0 -0.00213676 -0.00468176 0.00162206
internal_weight=0 0.00564161 0.00460201 0.00305577
internal_count=3121 2696 2519 1338
is_linear=0
shrinkage=0.1


Tree=8774
num_leaves=5
num_cat=0
split_feature=1 3 4 12
split_gain=1.03766e-05 2.38649e-05 1.84999e-05 2.09261e-05
threshold=0.10293500000000001 0.11296500000000002 -0.0016099999999999997 0.088305000000000008
decision_type=2 2 2 2
left_child=2 -2 3 -1
right_child=1 -3 -4 -5
leaf_value=-0.0069073256952610351 0.011811956307489472 -0.0058470989248227065 -0.013167593575677056 0.01007800584670065
leaf_weight=0.00152600189724054 0.0018056188482803103 0.0013282479072663496 0.0013042072328306783 0.0013824372110708594
leaf_count=914 523 213 591 880
internal_value=0 0.0043274 -0.0032715 0.00116613
internal_weight=0 0.00313387 0.00421265 0.00290844
internal_count=3121 736 2385 1794
is_linear=0
shrinkage=0.1


Tree=8775
num_leaves=7
num_cat=0
split_feature=47 16 43 16 16 4
split_gain=2.25108e-05 7.27565e-05 3.47772e-05 6.59984e-05 6.67753e-05 2.45852e-05
threshold=0.11596500000000001 -0.48836499999999994 -0.17390999999999998 0.15891500000000003 0.0039400000000000008 0.033845000000000007
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=0.00050489535794082769 -0.00027862448975551836 0.00027852409584366785 -1.5984587052034173e-05 -0.00056551277678331335 0.00042222463601095496 -0.00037785153867339767
leaf_weight=0.0010648515052316988 0.0010270264374160872 0.0010310197950963006 0.001929444790230137 0.0010093758919762358 0.0010447878785026375 0.0011532913770286163
leaf_count=247 139 182 1573 398 295 287
internal_value=0 3.15935e-05 -5.0119e-05 -0.000116081 -6.17298e-06 -0.000151364
internal_weight=0 0.00723277 0.00616792 0.0051369 0.00412752 0.00308274
internal_count=3121 2982 2735 2553 2155 1860
is_linear=0
shrinkage=0.00196078


Tree=8776
num_leaves=5
num_cat=0
split_feature=15 42 52 2
split_gain=1.04024e-05 3.84723e-05 3.45996e-05 4.83033e-05
threshold=1.0000000180025095e-35 0.079510000000000011 -0.078224999999999975 0.10613000000000002
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
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leaf_weight=0.0011013362591788616 0.0016548930522651663 0.0014695980464777556 0.0018106243706245968 0.0013191942170347436
leaf_count=389 1216 910 379 227
internal_value=0 0.00199414 0.00683561 0.00147139
internal_weight=0 0.00570075 0.00423115 0.00312982
internal_count=3121 1905 995 606
is_linear=0
shrinkage=0.1


Tree=8777
num_leaves=7
num_cat=0
split_feature=16 47 4 3 13 43
split_gain=2.38134e-05 3.30365e-05 2.99017e-05 4.4498e-05 4.72538e-05 4.24366e-05
threshold=-0.48836499999999994 0.10254000000000001 0.055260000000000011 0.10299500000000002 -0.033284999999999988 -0.053764999999999993
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6
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leaf_value=0.0002400950026014195 -0.00047309198909305862 0.00025983066549754494 -0.00038972650012933249 0.00032203222121200546 0.0002987122290370863 -0.00022199748878855939
leaf_weight=0.0012635812814426745 0.001137773859901969 0.0010925831806070088 0.0011845613316257926 0.0010149059558640697 0.0010889504303467786 0.0013449339003646062
leaf_count=274 1144 206 368 117 433 579
internal_value=0 -5.28135e-05 -0.000112003 -4.0276e-05 -0.000143228 1.09746e-05
internal_weight=0 0.00686371 0.00577113 0.00458656 0.00357166 0.00243388
internal_count=3121 2847 2641 2273 2156 1012
is_linear=0
shrinkage=0.00196078


Tree=8778
num_leaves=7
num_cat=0
split_feature=13 39 48 0 160 1
split_gain=2.26095e-05 3.65141e-05 3.74501e-05 7.32714e-05 3.15524e-05 4.32966e-05
threshold=-0.23438999999999996 0.0046100000000000004 0.085845000000000019 -0.053834999999999994 -1.0000000180025095e-35 0.095285000000000022
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=0.0002682862375535271 -0.0001502740196477903 0.0002982520298073018 -0.00034168623983677339 -0.00046035341933932264 1.1172681946845502e-05 0.00054817208255932481
leaf_weight=0.001037939413251681 0.0010070402317381511 0.0010393612174965363 0.0017486278471550553 0.0010243895613666512 0.001218936770618027 0.0010965429876407006
leaf_count=169 634 330 363 332 1127 166
internal_value=0 -4.14429e-05 -9.93649e-05 -1.88644e-06 0.000139467 0.00026548
internal_weight=0 0.0071349 0.00609554 0.00434691 0.00332252 0.00231548
internal_count=3121 2952 2622 2259 1927 1293
is_linear=0
shrinkage=0.00196078


Tree=8779
num_leaves=6
num_cat=0
split_feature=4 151 12 42 4
split_gain=1.14739e-05 1.49047e-05 2.69004e-05 4.13687e-05 2.46023e-05
threshold=0.27287000000000006 -0.016164999999999995 0.086850000000000024 0.084635000000000016 -0.083854999999999985
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -3
right_child=-2 2 3 -5 -6
leaf_value=0.009252764189089482 0.0086387378400902218 0.001778766452386562 -0.0085298324098091495 0.0190661865823364 -0.017299745975863211
leaf_weight=0.0010122981009479653 0.0012634311426279257 0.0010658086495028401 0.0011627244709950463 0.0010195651474956538 0.0018476070697895624
leaf_count=456 352 326 700 734 553
internal_value=0 -0.00183028 -0.00403201 0.00436302 -0.0103203
internal_weight=0 0.006108 0.00509571 0.00218229 0.00291342
internal_count=3121 2769 2313 1434 879
is_linear=0
shrinkage=0.1


Tree=8780
num_leaves=5
num_cat=0
split_feature=3 12 16 4
split_gain=1.06131e-05 2.00376e-05 3.14278e-05 2.7817e-05
threshold=0.13524500000000003 0.051320000000000005 -0.078844999999999985 0.0061450000000000003
decision_type=2 2 2 2
left_child=1 3 -3 -1
right_child=-2 2 -4 -5
leaf_value=-0.0067508819973007839 0.0088959923205158224 0.0025869302123363884 -0.017540395686611056 0.012269039985956381
leaf_weight=0.0013604313791246662 0.0011274012820238028 0.0015728460889614733 0.0015308611156398446 0.0017685664156938939
leaf_count=319 192 932 1341 337
internal_value=0 -0.00164753 -0.0073406 0.00399952
internal_weight=0 0.0062327 0.00310371 0.003129
internal_count=3121 2929 2273 656
is_linear=0
shrinkage=0.1


Tree=8781
num_leaves=5
num_cat=0
split_feature=15 3 3 3
split_gain=3.18748e-05 3.91182e-05 6.57912e-05 6.21006e-05
threshold=1.0000000180025095e-35 -1.0000000180025095e-35 -0.10519499999999998 0.10893000000000001
decision_type=2 2 2 2
left_child=1 2 -1 -3
right_child=-2 3 -4 -5
leaf_value=0.00016631871021809613 -0.0002289291662341566 0.00048475847041844406 -0.00042589321217976567 -3.7559075594444161e-05
leaf_weight=0.0015614084644185772 0.0018781932466917992 0.0016057538396759478 0.0013403475705116145 0.0019234797014371654
leaf_count=277 1216 218 1184 226
internal_value=0 6.14221e-05 -0.000107229 0.000200088
internal_weight=0 0.00643099 0.00290176 0.00352923
internal_count=3121 1905 1461 444
is_linear=0
shrinkage=0.00196078


Tree=8782
num_leaves=6
num_cat=0
split_feature=52 12 52 13 1
split_gain=9.61451e-06 2.22594e-05 3.41399e-05 4.06577e-05 3.09294e-05
threshold=-0.081429999999999989 0.098810000000000023 0.091275000000000009 -0.084034999999999985 0.095285000000000022
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
right_child=1 -3 -4 4 -6
leaf_value=0.0063657660211792191 0.011685816212446689 -0.015526170427592795 0.014191557535336605 -0.024961918031019815 -0.0011727134075717825
leaf_weight=0.0017815059545974055 0.0010288298750321767 0.0010077319417421413 0.0013575521084736482 0.0010357947581036459 0.0011570137465717568
leaf_count=771 504 349 567 697 233
internal_value=0 -0.00207091 0.000890163 -0.00471485 -0.0124098
internal_weight=0 0.00558692 0.00457919 0.00322164 0.00219281
internal_count=3121 2350 2001 1434 930
is_linear=0
shrinkage=0.1


Tree=8783
num_leaves=6
num_cat=0
split_feature=52 0 47 15 3
split_gain=1.6973e-05 2.55974e-05 3.75782e-05 3.42054e-05 2.38567e-05
threshold=0.11434500000000002 -0.019414999999999998 1.0000000180025095e-35 0.024640000000000006 0.090900000000000009
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=3.109344210729011e-05 -0.00024026494700284814 0.00024266039260258308 -0.00028883937727555996 -0.00019666957989283482 0.00042710999857505078
leaf_weight=0.0012928717602837079 0.0010369027974766994 0.0016371607054662656 0.001595273524163342 0.0011969680974081329 0.0010679502256833249
leaf_count=885 501 307 336 940 152
internal_value=0 2.90743e-05 -3.87833e-05 7.3339e-05 0.000210237
internal_weight=0 0.00679022 0.00515306 0.00355779 0.00236082
internal_count=3121 2620 2313 1977 1037
is_linear=0
shrinkage=0.00196078


Tree=8784
num_leaves=5
num_cat=0
split_feature=15 42 15 47
split_gain=9.09317e-06 3.53301e-05 3.47099e-05 2.39365e-05
threshold=1.0000000180025095e-35 0.079510000000000011 -0.037864999999999989 0.077555000000000013
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=0.0077128134492811338 -0.0065634309995043607 -0.011497552966982081 0.017023535560322434 -0.012191581729751122
leaf_weight=0.0013368167271683986 0.0016539712566029418 0.0014707599399099505 0.0018000255917680723 0.0011024075838817187
leaf_count=496 1216 910 303 196
internal_value=0 0.00185695 0.00649014 -0.00128298
internal_weight=0 0.00571001 0.00423925 0.00243922
internal_count=3121 1905 995 692
is_linear=0
shrinkage=0.1


Tree=8785
num_leaves=7
num_cat=0
split_feature=484 151 48 16 3 3
split_gain=1.82037e-05 2.19201e-05 5.96785e-05 5.52097e-05 3.60199e-05 2.32057e-05
threshold=0.073690000000000019 -0.0083949999999999979 0.091545000000000015 -0.15241499999999997 0.083060000000000009 -0.078934999999999991
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=-0.00025247240296831568 0.00023659325832548652 0.00027141291842515289 0.00038989488170726482 -0.00027067173427138908 -0.00051488252498538517 0.00014013022296827828
leaf_weight=0.0014597238221035992 0.0010652906490277126 0.0011780518753019818 0.0012778120227275912 0.0011160733958015057 0.0010883389655539409 0.0010045012299134582
leaf_count=444 394 287 234 1110 120 532
internal_value=0 -3.8218e-05 1.69919e-05 -9.16252e-05 -0.000224903 -7.60777e-05
internal_weight=0 0.0071245 0.00566478 0.00438697 0.00320891 0.00212057
internal_count=3121 2727 2283 2049 1762 1642
is_linear=0
shrinkage=0.00196078


Tree=8786
num_leaves=7
num_cat=0
split_feature=1 0 3 12 13 3
split_gain=2.14276e-05 5.97834e-05 4.09279e-05 5.95858e-05 4.53944e-05 3.94222e-05
threshold=0.077565000000000009 0.024095000000000002 0.083060000000000009 0.083370000000000014 -0.063184999999999977 0.11658
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=-0.00050117894171357433 0.00058480387626634383 0.00011622693854443162 -0.00033873751552779231 -0.00027609519325585486 0.00031136606047848673 0.00012895516982251108
leaf_weight=0.0010813239764008882 0.0010921989891824143 0.0013630398629566525 0.0014275862965988546 0.0010154360660688875 0.0010074434271503136 0.001346445056159838
leaf_count=1553 375 83 165 373 351 221
internal_value=0 -0.000156898 6.14869e-05 0.000215741 1.64749e-05 -0.000111731
internal_weight=0 0.00244436 0.00588911 0.00311508 0.00202288 0.00277403
internal_count=3121 1636 1485 1099 724 386
is_linear=0
shrinkage=0.00196078


Tree=8787
num_leaves=7
num_cat=0
split_feature=52 13 3 15 1 16
split_gain=2.49681e-05 3.18556e-05 3.73418e-05 3.00624e-05 3.46574e-05 3.13753e-05
threshold=0.11434500000000002 -0.17933499999999997 0.097915000000000016 -0.097454999999999986 0.090840000000000018 -0.078844999999999985
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=0.00035383742055174059 -0.00028729731472859502 0.00032725798141196782 -0.0003211201445764992 0.00032950423476908508 -0.00033026346185226007 -0.00010604840691283096
leaf_weight=0.0010088594608867836 0.001092474483058525 0.0011882843680396122 0.001272231480722078 0.0011617809971576241 0.0010605136377086054 0.0014046735384610444
leaf_count=148 501 384 136 645 458 849
internal_value=0 3.11298e-05 -2.23515e-05 5.65858e-05 -3.20931e-05 9.11173e-05
internal_weight=0 0.00709634 0.00608748 0.00481525 0.00362697 0.00256645
internal_count=3121 2620 2472 2336 1952 1494
is_linear=0
shrinkage=0.00196078


Tree=8788
num_leaves=5
num_cat=0
split_feature=49 1 2 3
split_gain=9.1832e-06 1.63231e-05 4.4392e-05 3.33466e-05
threshold=-0.047584999999999995 0.10508500000000001 0.092755000000000018 0.10732000000000001
decision_type=2 2 2 2
left_child=-1 2 -2 -3
right_child=1 3 -4 -5
leaf_value=0.0065310671386715619 0.0038695321609488625 0.015560694339604227 -0.019323769654964421 -0.0079989546083614679
leaf_weight=0.0016503933372969577 0.0018537786731408542 0.0012618730500831357 0.001487361964430306 0.0011467402939999817
leaf_count=403 1494 359 702 163
internal_value=0 -0.00193144 -0.00645534 0.00434395
internal_weight=0 0.00574975 0.00334114 0.00240861
internal_count=3121 2718 2196 522
is_linear=0
shrinkage=0.1


Tree=8789
num_leaves=6
num_cat=0
split_feature=52 13 2 48 12
split_gain=1.66974e-05 2.56821e-05 3.58414e-05 7.99239e-05 3.40444e-05
threshold=0.11434500000000002 -0.094514999999999988 0.11215000000000001 0.083985000000000018 0.084595000000000017
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.000226795348227663 -0.00022842274646259729 6.3813647535467311e-05 -0.00035692880027120587 0.00048745005331715576 -0.00035793866000093246
leaf_weight=0.0019051273126815304 0.0010915132810979111 0.001648484271541258 0.0010817776038797413 0.0011329433323997991 0.0013291670306129499
leaf_count=318 501 444 313 328 1217
internal_value=0 3.2074e-05 -3.9371e-05 4.42001e-05 -0.000124449
internal_weight=0 0.0070975 0.00519237 0.00411059 0.00297765
internal_count=3121 2620 2302 1989 1661
is_linear=0
shrinkage=0.00196078


Tree=8790
num_leaves=6
num_cat=0
split_feature=52 0 0 15 13
split_gain=2.62206e-05 4.41023e-05 5.43743e-05 6.13179e-05 4.63795e-05
threshold=0.11434500000000002 -0.077999999999999986 -0.10607499999999999 -0.092489999999999989 -0.0018299999999999998
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -3
right_child=-2 4 -4 -5 -6
leaf_value=-0.00018665897773820404 -0.00028223213251458756 0.00046694506215245188 -0.00045647440541400858 0.00036312431014619279 -2.7757872652452665e-05
leaf_weight=0.0018522035285536338 0.0011195426948251838 0.0014992518363711317 0.0011240157416166881 0.0013472663573654039 0.0014174937859290295
leaf_count=228 501 523 1269 240 360
internal_value=0 4.02103e-05 -8.54842e-05 4.48495e-05 0.000226527
internal_weight=0 0.00724023 0.00432349 0.00319947 0.00291675
internal_count=3121 2620 1737 468 883
is_linear=0
shrinkage=0.00196078


Tree=8791
num_leaves=6
num_cat=0
split_feature=484 49 52 1 1
split_gain=2.14392e-05 2.33779e-05 3.77463e-05 4.95145e-05 5.14232e-05
threshold=0.073690000000000019 -0.081404999999999991 0.10744000000000002 0.08844500000000001 0.10708500000000001
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=0.00021844655868612792 0.00025316072483185447 -0.00043564965583133268 0.00024755912003456205 0.00028241971761916337 -0.00022212970360815885
leaf_weight=0.001090948670829448 0.0010626934071209203 0.0017021947879982935 0.0010315637334865711 0.0012836561520314371 0.0019661910448242107
leaf_count=213 394 1276 400 435 403
internal_value=0 -4.55284e-05 -9.36571e-05 -0.000164736 -2.28379e-05
internal_weight=0 0.00707455 0.00598361 0.00495204 0.00324985
internal_count=3121 2727 2514 2114 838
is_linear=0
shrinkage=0.00196078


Tree=8792
num_leaves=5
num_cat=0
split_feature=3 12 3 3
split_gain=9.57406e-06 1.74223e-05 3.19144e-05 2.25406e-05
threshold=0.13524500000000003 0.051320000000000005 -0.086554999999999979 0.076840000000000006
decision_type=2 2 2 2
left_child=1 3 -3 -1
right_child=-2 2 -4 -5
leaf_value=0.013692606837399569 0.0083868021448895175 0.0018961383571355708 -0.018469584871566632 -0.0034578852790492312
leaf_weight=0.0013116524453551811 0.0011390612844270143 0.0017919495881097793 0.0013485140858543018 0.0018432052989651435
leaf_count=426 192 839 1434 230
internal_value=0 -0.00157615 -0.0068489 0.00367254
internal_weight=0 0.00629532 0.00314046 0.00315486
internal_count=3121 2929 2273 656
is_linear=0
shrinkage=0.1


Tree=8793
num_leaves=7
num_cat=0
split_feature=13 51 47 52 12 2
split_gain=1.87787e-05 2.52818e-05 5.20866e-05 7.20685e-05 6.10241e-05 3.71398e-05
threshold=-0.23438999999999996 0.087505000000000013 0.10621500000000002 -0.088204999999999992 0.084100000000000022 0.099515000000000006
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=0.00024192262188280029 -0.00036908089688792659 -0.00031093466304922426 -0.00037648646332281126 0.00067147684171854952 -7.4073539048700161e-05 0.00016157836881701442
leaf_weight=0.0010253757197301238 0.0010032145099189119 0.0011288202055739988 0.0010935163417392152 0.0011711318056443188 0.0015632080183356615 0.0010341819312729155
leaf_count=169 527 388 152 340 1345 200
internal_value=0 -4.22149e-05 9.50267e-06 9.7958e-05 0.000222288 0.00043236
internal_weight=0 0.00699407 0.00586525 0.00477174 0.00376852 0.00220531
internal_count=3121 2952 2564 2412 1885 540
is_linear=0
shrinkage=0.00196078


Tree=8794
num_leaves=6
num_cat=0
split_feature=42 160 151 4 4
split_gain=9.45413e-06 2.37543e-05 2.13572e-05 5.29867e-05 4.02965e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.0077149999999999988 0.076415000000000025 -0.077679999999999985
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0081409312659825074 -0.0097426096943407006 -0.0079719029402838277 0.011152884378991978 0.025348195382818239 -0.014267572956962279
leaf_weight=0.0012093069197252069 0.0014395032380174234 0.0010146805233094947 0.0014342168637169004 0.0012361282158639777 0.0011033044898173675
leaf_count=862 828 301 432 234 464
internal_value=0 0.00152129 0.00490753 0.00837062 0.000100168
internal_weight=0 0.00622783 0.00478833 0.00377365 0.00253752
internal_count=3121 2259 1431 1130 896
is_linear=0
shrinkage=0.1


Tree=8795
num_leaves=6
num_cat=0
split_feature=457 1 1 3 0
split_gain=9.6192e-06 2.22607e-05 2.79351e-05 1.94631e-05 1.36664e-05
threshold=0.045365000000000009 0.11588000000000001 0.096125000000000016 -0.088084999999999983 -0.084144999999999984
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.01040824089711909 0.0085420304140680671 0.0088129217282467334 -0.016153828599341512 0.0026735329950592118 -0.013703485852490186
leaf_weight=0.001198089667166231 0.0011097887072016518 0.0015598022534249207 0.0015166505501234043 0.001002383580426019 0.0010363795645513972
leaf_count=530 289 382 390 770 760
internal_value=0 -0.00155313 -0.00495462 0.000292846 -0.00565152
internal_weight=0 0.00631331 0.0047535 0.00323685 0.00203876
internal_count=3121 2832 2450 2060 1530
is_linear=0
shrinkage=0.1


Tree=8796
num_leaves=7
num_cat=0
split_feature=3 133 15 15 3 2
split_gain=1.00538e-05 3.08864e-05 3.97746e-05 2.42979e-05 3.27264e-05 4.20205e-06
threshold=-0.14477499999999996 0.083950000000000011 1.0000000180025095e-35 -0.016799999999999995 0.10893000000000001 0.086000000000000007
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=-0.0092954526829028637 0.0014166400014619452 0.016238079529260468 -0.019283986286821007 0.016007538370541984 -0.014963376213356675 0.010570906193687175
leaf_weight=0.0010132332826566139 0.0010000045440981781 0.0011538784809815988 0.0010456966893931975 0.0010124924058212501 0.0011832101320674764 0.001005749843101231
leaf_count=277 278 972 786 195 180 433
internal_value=0 0.00142518 -0.00183226 0.00251128 -0.00177377 0.00600688
internal_weight=0 0.00640103 0.00524715 0.00420146 0.00318896 0.00200575
internal_count=3121 2844 1872 1086 891 711
is_linear=0
shrinkage=0.1


Tree=8797
num_leaves=6
num_cat=0
split_feature=52 0 0 15 4
split_gain=2.1017e-05 3.32162e-05 4.04074e-05 4.72335e-05 3.64752e-05
threshold=0.11434500000000002 -0.077999999999999986 -0.10607499999999999 -0.092489999999999989 -0.35136499999999998
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -3
right_child=-2 4 -4 -5 -6
leaf_value=-0.00016607198394659906 -0.00025922820337023137 -6.9081018414877938e-05 -0.00039694022061458528 0.00032642046890126087 0.00038936462418731919
leaf_weight=0.0017783181999749863 0.0010670553767421235 0.0011243156400488909 0.0010982586802932856 0.0012931392121607191 0.0016412729961613284
leaf_count=228 501 202 1269 240 681
internal_value=0 3.63675e-05 -7.41453e-05 4.12763e-05 0.000202989
internal_weight=0 0.0069353 0.00416972 0.00307146 0.00276559
internal_count=3121 2620 1737 468 883
is_linear=0
shrinkage=0.00196078


Tree=8798
num_leaves=6
num_cat=0
split_feature=52 12 13 1 16
split_gain=1.79845e-05 2.95227e-05 4.64947e-05 3.82463e-05 4.56363e-05
threshold=0.11434500000000002 0.097825000000000009 -0.094514999999999988 0.086560000000000012 -0.073849999999999985
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.00026994815501264025 -0.00024643629130591195 0.00026978744538874423 8.7582094604969044e-05 -0.00058325002317102857 -5.9008424082206697e-05
leaf_weight=0.0013882950750135634 0.0011006153161295064 0.0014760199179231423 0.0016743810256938793 0.0011525191777374145 0.0014312296895268384
leaf_count=271 501 409 1172 317 451
internal_value=0 2.28803e-05 -4.16632e-05 -0.000143259 -0.000292854
internal_weight=0 0.00712244 0.00564642 0.00425813 0.00258375
internal_count=3121 2620 2211 1940 768
is_linear=0
shrinkage=0.00196078


Tree=8799
num_leaves=7
num_cat=0
split_feature=47 4 160 4 16 52
split_gain=2.2443e-05 7.768e-05 3.81204e-05 3.57435e-05 4.50778e-05 4.04433e-05
threshold=0.11596500000000001 0.24564500000000003 -0.027994999999999996 0.033845000000000007 -0.069144999999999984 0.024145000000000003
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=0.00025686688631312539 -0.00027944048659822525 0.00040242493952883187 0.0002041997323672039 -0.00048039859343181404 -0.00052719210035011006 2.5041935224487896e-05
leaf_weight=0.0010555734987399666 0.0010025198617363762 0.0016841318903909677 0.0014315403099071718 0.0010176543384520314 0.0010147495124901978 0.001024781248117239
leaf_count=699 139 396 858 228 673 128
internal_value=0 3.36191e-05 -7.8409e-05 -0.000157253 -6.25125e-05 -0.000249717
internal_weight=0 0.00722843 0.0055443 0.00448873 0.00347107 0.00203953
internal_count=3121 2982 2586 1887 1659 801
is_linear=0
shrinkage=0.00196078


Tree=8800
num_leaves=6
num_cat=0
split_feature=1 3 150 16 16
split_gain=1.96508e-05 4.03876e-05 2.80865e-05 4.95802e-05 3.94344e-05
threshold=0.077565000000000009 -0.055119999999999995 0.081835000000000019 -0.27167499999999994 -0.056919999999999991
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=-0.00039717610480674879 -0.00036418241851411752 0.000118280163455711 0.00030526610429679245 0.0003597137396129482 -8.1154587252479002e-05
leaf_weight=0.0012613228739944964 0.0011810229015708747 0.0010889891331883675 0.0013214240161487445 0.0013556391730244232 0.0018371390413494794
leaf_count=1479 218 157 301 382 584
internal_value=0 -0.000158346 5.47525e-05 -2.09333e-05 0.000106036
internal_weight=0 0.00235031 0.00569523 0.0043738 0.00319278
internal_count=3121 1636 1485 1184 966
is_linear=0
shrinkage=0.00196078


Tree=8801
num_leaves=6
num_cat=0
split_feature=4 151 16 16 3
split_gain=1.1574e-05 2.2151e-05 2.8845e-05 2.77706e-05 3.82325e-05
threshold=0.40473500000000007 -0.024429999999999997 -0.092484999999999984 0.033715000000000009 -0.013929999999999998
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.011710125983805133 0.0092085526267235793 -0.01546334592634096 0.011126442350991765 0.0072038067855375717 -0.019291143627824137
leaf_weight=0.0010261859174778981 0.0011413829317116183 0.0016186855348180379 0.0014825331722523468 0.0010446623273997525 0.0011378617316300098
leaf_count=473 304 482 1267 469 126
internal_value=0 -0.0017343 -0.00434542 0.000564851 -0.00660937
internal_weight=0 0.00630993 0.00528374 0.00366506 0.00218252
internal_count=3121 2817 2344 1862 595
is_linear=0
shrinkage=0.1


Tree=8802
num_leaves=7
num_cat=0
split_feature=1 3 12 151 1 2
split_gain=3.01044e-05 3.10376e-05 6.32508e-05 3.0081e-05 4.851e-05 3.83578e-05
threshold=0.10293500000000001 0.11296500000000002 0.092355000000000007 -0.0071249999999999985 0.083835000000000007 0.092235000000000025
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=0.00019559838851108293 0.00062950043417860297 -8.0423020451874947e-05 -5.7415035601794135e-05 0.00026098782209156693 -0.00051271174647105685 -0.00022662648172473796
leaf_weight=0.0010140816922353849 0.0010421228121952925 0.001507022287704037 0.0010196025708643648 0.0010234772028276144 0.0011888474106769784 0.0015742690511300784
leaf_count=376 312 213 211 877 523 609
internal_value=0 0.000133458 0.000289794 -0.000104327 -0.000184649 -3.4513e-05
internal_weight=0 0.00356875 0.00206173 0.00480068 0.00378659 0.00259775
internal_count=3121 736 523 2385 2009 1486
is_linear=0
shrinkage=0.00196078


Tree=8803
num_leaves=7
num_cat=0
split_feature=2 2 0 0 13 3
split_gain=1.01984e-05 2.10171e-05 2.05058e-05 4.60305e-05 1.88732e-05 9.12018e-06
threshold=0.099185000000000009 0.090935000000000016 -0.060129999999999996 -0.10607499999999999 -0.08971999999999998 0.10893000000000001
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=0.010023750003431814 0.014974635294244414 -0.015786430057602899 0.012563702423662011 -0.018646594404408245 0.0050647187317567326 -0.0080828504229438995
leaf_weight=0.0010949301770544146 0.0010797555403136644 0.0010185861112307895 0.0010029876638494887 0.0011461990928467178 0.0010938782224604099 0.0010191981852115568
leaf_count=194 200 423 192 1393 622 97
internal_value=0 -0.00325521 0.000679333 -0.00463936 0.00421917 -0.00127674
internal_weight=0 0.0042627 0.00324412 0.00224113 0.00319283 0.00211308
internal_count=3121 2202 1779 1587 919 719
is_linear=0
shrinkage=0.1


Tree=8804
num_leaves=5
num_cat=0
split_feature=3 13 13 52
split_gain=1.05395e-05 6.76999e-05 3.43635e-05 2.44875e-05
threshold=-0.078934999999999991 -0.023499999999999997 -0.061684999999999997 -0.066844999999999988
decision_type=2 2 2 2
left_child=1 -1 -2 -4
right_child=2 -3 3 -5
leaf_value=-0.023809888855270234 0.013891666358714919 0.0090326470659586738 -0.014906528977994979 0.0033036765664861468
leaf_weight=0.0011110260635510355 0.0017514445784725819 0.0014426137336093793 0.0011885193230654274 0.0019499839803260529
leaf_count=956 671 786 285 423
internal_value=0 -0.00525634 0.00266995 -0.00359234
internal_weight=0 0.00255364 0.00488995 0.0031385
internal_count=3121 1742 1379 708
is_linear=0
shrinkage=0.1


Tree=8805
num_leaves=7
num_cat=0
split_feature=484 49 1 2 4 52
split_gain=2.92847e-05 3.4751e-05 3.94163e-05 5.34239e-05 3.39558e-05 8.57562e-05
threshold=0.073690000000000019 -0.081404999999999991 0.12337000000000002 0.113445 0.0061450000000000003 0.077655000000000016
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=0.00027391860727470389 0.00030074939520836989 -0.00063774200707968878 0.00024101942611318524 -0.00058487355848721792 0.00013187608371418368 0.00012466764772858915
leaf_weight=0.0010826413314042379 0.0010547007739116054 0.0010726188870181354 0.0010319388812982874 0.0010011791043170364 0.001696904614251208 0.0012038049728385041
leaf_count=213 394 920 224 280 368 722
internal_value=0 -4.94405e-05 -0.000107725 -0.00018007 -7.80699e-05 -0.000234569
internal_weight=0 0.00708909 0.00600645 0.00497451 0.00397333 0.00227642
internal_count=3121 2727 2514 2290 2010 1642
is_linear=0
shrinkage=0.00196078


Tree=8806
num_leaves=5
num_cat=0
split_feature=49 3 2 15
split_gain=1.0696e-05 1.54448e-05 2.85314e-05 2.29269e-05
threshold=-0.043469999999999995 -0.078934999999999991 0.10613000000000002 -0.016799999999999995
decision_type=2 2 2 2
left_child=-1 -2 3 -3
right_child=1 2 -4 -5
leaf_value=0.0068275475947765065 -0.0094660855750767457 -0.0010700802333902541 -0.0089706990806217666 0.019078152586373274
leaf_weight=0.0017350103375952473 0.0019125676795715319 0.0011651370917259837 0.0015344264474031091 0.001096048326659862
leaf_count=425 1565 403 397 331
internal_value=0 -0.00213827 0.00155414 0.00869623
internal_weight=0 0.00570818 0.00379561 0.00226119
internal_count=3121 2696 1131 734
is_linear=0
shrinkage=0.1


Tree=8807
num_leaves=6
num_cat=0
split_feature=4 42 4 13 2
split_gain=1.13207e-05 1.63208e-05 3.1364e-05 3.39879e-05 2.72194e-05
threshold=0.27287000000000006 0.088915000000000008 0.055260000000000011 -0.0034749999999999994 0.091055000000000011
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.015310414729512235 0.0085354623959372714 -0.012634128285416664 -0.014451871140320711 -0.015244921789456332 0.0069527202611034122
leaf_weight=0.0017225316418869271 0.0012745990286690935 0.00113749290347912 0.0010817790401046901 0.001036107220045298 0.0011833091182810729
leaf_count=1071 352 783 222 361 332
internal_value=0 -0.00181789 0.000631162 0.00477036 -0.00340998
internal_weight=0 0.00616122 0.00502373 0.00394195 0.00221942
internal_count=3121 2769 1986 1764 693
is_linear=0
shrinkage=0.1


Tree=8808
num_leaves=6
num_cat=0
split_feature=484 16 0 48 52
split_gain=2.00071e-05 2.90729e-05 4.87172e-05 3.55272e-05 3.44385e-05
threshold=0.073690000000000019 -0.056919999999999991 -0.11756999999999999 0.092475000000000016 0.091275000000000009
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -3
right_child=-2 4 -4 -5 -6
leaf_value=-0.00040604964784172147 0.00024503944042485052 -0.00035718003605469419 0.00029081724375926729 0.00010969460939114791 6.4598465536777063e-05
leaf_weight=0.0010066810704056051 0.0010627775375121875 0.0018370351443587815 0.0019305737804647082 0.0010482094326002699 0.0012512058098290062
leaf_count=216 394 952 1247 91 221
internal_value=0 -4.34937e-05 6.71602e-05 -0.000142966 -0.000186296
internal_weight=0 0.00707371 0.00398546 0.00205489 0.00308824
internal_count=3121 2727 1554 307 1173
is_linear=0
shrinkage=0.00196078


Tree=8809
num_leaves=6
num_cat=0
split_feature=1 0 42 48 0
split_gain=1.0185e-05 2.35597e-05 2.00896e-05 3.26219e-05 2.33915e-05
threshold=0.077565000000000009 0.10455500000000001 0.08623500000000002 0.086260000000000017 -0.099059999999999995
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=-0.015357921836296255 0.013306757118642274 0.0054592511181760887 0.013457207987227132 -0.013315551460190998 -0.0060903178075569133
leaf_weight=0.0011809369043388534 0.0015578725083419268 0.0010074539327602269 0.001242178867335051 0.0014141927320887866 0.001034581323189425
leaf_count=1571 255 65 538 227 465
internal_value=0 -0.00577447 0.0023462 -0.00109854 0.00556589
internal_weight=0 0.00218839 0.00524883 0.00400665 0.00259245
internal_count=3121 1636 1485 947 720
is_linear=0
shrinkage=0.1


Tree=8810
num_leaves=5
num_cat=0
split_feature=49 43 12 3
split_gain=9.98876e-06 1.44119e-05 3.99229e-05 4.43297e-05
threshold=-0.043469999999999995 -0.17390999999999998 0.088365000000000013 0.099930000000000005
decision_type=2 2 2 2
left_child=-1 -2 3 -3
right_child=1 2 -4 -5
leaf_value=0.0066127002780509876 0.0085241318043615816 0.012139027227818636 -0.017464095210535695 -0.01224926017459795
leaf_weight=0.001731277631794057 0.0010492841053259651 0.0018199779495144809 0.00156406161042152 0.0012621796105384592
leaf_count=425 177 1142 1181 196
internal_value=0 -0.00206105 -0.00445156 0.00215174
internal_weight=0 0.0056955 0.00464622 0.00308216
internal_count=3121 2696 2519 1338
is_linear=0
shrinkage=0.1


Tree=8811
num_leaves=7
num_cat=0
split_feature=484 48 0 16 4 2
split_gain=2.0669e-05 2.45621e-05 0.000106806 3.93152e-05 3.39013e-05 1.93996e-05
threshold=0.073690000000000019 0.083985000000000018 -0.18113999999999997 -0.15241499999999997 0.04735000000000001 0.095040000000000013
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=0.00014475511596710982 0.00025134113911961717 -0.00029151091471591486 0.00054247561455172478 -0.00059211661775481438 1.7752039764742669e-05 -0.00020860377413408205
leaf_weight=0.0014113508742950882 0.001043790485299196 0.0012021770870110637 0.0011601185020640647 0.0010198750789398583 0.0011694230461479641 0.0010085779910812742
leaf_count=353 394 81 455 1242 245 351
internal_value=0 -4.45139e-05 0.000118058 -0.000127835 -0.000248139 -0.000401428
internal_weight=0 0.00697152 0.0023623 0.00460923 0.00319788 0.00202845
internal_count=3121 2727 536 2191 1838 1593
is_linear=0
shrinkage=0.00196078


Tree=8812
num_leaves=7
num_cat=0
split_feature=484 48 0 16 15 4
split_gain=1.44136e-05 2.43077e-05 9.19114e-05 4.46427e-05 2.9539e-05 3.19798e-05
threshold=0.073690000000000019 0.083985000000000018 -0.18113999999999997 -0.15241499999999997 -0.016799999999999995 -0.10429499999999998
decision_type=2 2 2 2 2 2
left_child=1 3 -3 -1 -5 -6
right_child=-2 2 -4 4 5 -7
leaf_value=0.00017054221603425161 0.00021127787820299278 -0.00025566522853684339 0.00052702634530389463 -0.00052330548644021889 -0.00037253694494320135 0.00010929960783267903
leaf_weight=0.0013928300616022626 0.0010189367280777082 0.0011854433278803353 0.0011235365808671734 0.0010306540033749928 0.0010055421307097387 0.0011188432450796014
leaf_count=353 394 81 455 513 229 1096
internal_value=0 -3.86572e-05 0.000125188 -0.000121842 -0.000250919 -0.00011877
internal_weight=0 0.00685685 0.00230898 0.00454787 0.00315504 0.00212439
internal_count=3121 2727 536 2191 1838 1325
is_linear=0
shrinkage=0.00196078


Tree=8813
num_leaves=7
num_cat=0
split_feature=484 49 52 15 15 0
split_gain=1.55039e-05 2.34143e-05 3.53757e-05 4.95209e-05 7.69019e-05 2.5602e-05
threshold=0.073690000000000019 -0.081404999999999991 -0.07167999999999998 -0.11713499999999999 -0.031204999999999997 -0.077639999999999987
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=0.00023359453427909026 0.00022374405596353321 -0.0003983325113136487 -0.00036583222552260744 0.00051874847156349591 0.0001384970099290674 -0.00027269617268050483
leaf_weight=0.0010520613505909581 0.0010191189830650134 0.0011143417462996831 0.0011355545793009215 0.0011597941388550915 0.0010162937146452448 0.0013628132012303551
leaf_count=213 394 591 317 415 818 373
internal_value=0 -3.54903e-05 -8.4394e-05 -9.55434e-06 0.000104767 -9.70449e-05
internal_weight=0 0.00684086 0.0057888 0.00467446 0.0035389 0.00237911
internal_count=3121 2727 2514 1923 1606 1191
is_linear=0
shrinkage=0.00196078


Tree=8814
num_leaves=6
num_cat=0
split_feature=4 42 4 13 4
split_gain=1.09584e-05 1.50544e-05 2.58611e-05 3.10955e-05 2.49988e-05
threshold=0.27287000000000006 0.088915000000000008 0.055260000000000011 -0.0034749999999999994 -0.031404999999999995
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.014398275482553558 0.0083879337085118136 -0.012142925678717213 -0.013149425155455599 -0.015120931104222272 0.0061917788926446598
leaf_weight=0.0017235628194646395 0.0012764064661608659 0.0011442884746812581 0.0010792175902005893 0.0010097641747305718 0.0012096514407260706
leaf_count=1071 352 783 222 443 250
internal_value=0 -0.00179169 0.000566796 0.00432101 -0.00350483
internal_weight=0 0.00616648 0.0050222 0.00394298 0.00221942
internal_count=3121 2769 1986 1764 693
is_linear=0
shrinkage=0.1


Tree=8815
num_leaves=5
num_cat=0
split_feature=1 43 0 12
split_gain=1.17934e-05 1.8575e-05 3.61424e-05 1.84989e-05
threshold=0.10293500000000001 -0.084004999999999982 -0.10011499999999998 0.051320000000000005
decision_type=2 2 2 2
left_child=1 -1 -3 -2
right_child=3 2 -4 -5
leaf_value=0.0063088498962881531 0.01045786902916363 0.0035620280075285464 -0.018668132508776438 -0.0053428381032616561
leaf_weight=0.0013328981758427487 0.0019906086924369503 0.0014145953251466622 0.0015142382910976156 0.0011802930326387674
leaf_count=615 472 291 1479 264
internal_value=0 -0.00347749 -0.0079312 0.00457643
internal_weight=0 0.00426173 0.00292883 0.0031709
internal_count=3121 2385 1770 736
is_linear=0
shrinkage=0.1


Tree=8816
num_leaves=5
num_cat=0
split_feature=1 3 2 52
split_gain=9.56599e-06 1.92618e-05 1.75407e-05 4.23263e-05
threshold=0.10293500000000001 0.11296500000000002 0.10097500000000002 -0.0064899999999999992
decision_type=2 2 2 2
left_child=2 -2 3 -1
right_child=1 -3 -4 -5
leaf_value=-0.013414348842234759 0.010836418465356211 -0.0049319055126900106 -0.014104729685411195 0.010133795762454214
leaf_weight=0.0012805559106515737 0.0018193494326891927 0.0013491641302272243 0.0010857854355769731 0.0018897027201615789
leaf_count=690 523 213 417 1278
internal_value=0 0.00412221 -0.00313499 0.000622043
internal_weight=0 0.00316851 0.00425604 0.00317026
internal_count=3121 736 2385 1968
is_linear=0
shrinkage=0.1


Tree=8817
num_leaves=6
num_cat=0
split_feature=52 52 43 12 1
split_gain=2.18371e-05 3.75128e-05 3.33873e-05 7.45785e-05 8.14315e-05
threshold=-0.046924999999999988 -0.088204999999999992 -0.15582499999999996 0.090840000000000018 0.094385000000000011
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-5.1906909518460126e-05 0.00022970823910572417 0.00042431852913525945 -0.00035650053778282944 -0.00056019422462328695 0.00028110268494165231
leaf_weight=0.0016540392497510284 0.0010482353555026575 0.0010331596498343839 0.001366077883070688 0.0012712461597056647 0.0017652291464715997
leaf_count=680 164 273 1015 668 321
internal_value=0 0.00013119 -8.47865e-05 -0.000159667 2.93908e-06
internal_weight=0 0.0026872 0.00545079 0.00440255 0.00313131
internal_count=3121 953 2168 2004 1336
is_linear=0
shrinkage=0.00196078


Tree=8818
num_leaves=7
num_cat=0
split_feature=2 2 0 0 13 3
split_gain=1.02513e-05 2.00242e-05 2.0627e-05 4.21407e-05 1.62527e-05 8.1169e-06
threshold=0.099185000000000009 0.090935000000000016 -0.062294999999999996 -0.10607499999999999 -0.08971999999999998 0.10893000000000001
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=0.0091752867117653285 0.014260856902635323 -0.015517749527108616 0.01251333304459345 -0.018328881516497263 0.0051515491842481428 -0.007255795806069343
leaf_weight=0.0010988080179648253 0.0010735652491289534 0.0010146247236429576 0.0010007754275836046 0.0011298804858709216 0.0010898633238181688 0.0010214309268478487
leaf_count=194 200 423 200 1385 622 97
internal_value=0 -0.00326318 0.00058693 -0.00476853 0.00424293 -0.000851047
internal_weight=0 0.00424409 0.00322946 0.00222869 0.00318486 0.00211129
internal_count=3121 2202 1779 1579 919 719
is_linear=0
shrinkage=0.1


Tree=8819
num_leaves=5
num_cat=0
split_feature=42 51 2 2
split_gain=1.02491e-05 2.16419e-05 1.92996e-05 2.6752e-05
threshold=0.091735000000000025 -0.076794999999999988 0.086590000000000014 0.10613000000000002
decision_type=2 2 2 2
left_child=1 -1 -3 -4
right_child=-2 2 3 -5
leaf_value=-0.011363764103852697 -0.0090859379242197013 -0.0051555413016161544 0.016790085385962824 -0.00023861004627829006
leaf_weight=0.0010862649739972231 0.0010717879021304782 0.001567705054642249 0.001805227399394955 0.0018868072511685581
leaf_count=436 667 891 746 381
internal_value=0 0.00148649 0.00414038 0.0080876
internal_weight=0 0.006346 0.00525974 0.00369203
internal_count=3121 2454 2018 1127
is_linear=0
shrinkage=0.1


Tree=8820
num_leaves=6
num_cat=0
split_feature=484 48 0 2 16
split_gain=2.33542e-05 2.6165e-05 9.45651e-05 3.94701e-05 7.91675e-05
threshold=0.073690000000000019 0.083985000000000018 -0.18113999999999997 0.10912000000000001 -0.056919999999999991
decision_type=2 2 2 2 2
left_child=1 3 -3 4 -1
right_child=-2 2 -4 -5 -6
leaf_value=5.5368992971396821e-05 0.00026121552835673431 -0.00026564349683615211 0.00051943803360301143 0.00019799934977328426 -0.00052609346846693337
leaf_weight=0.0018128433086849367 0.0010647995161389692 0.0012080051880777737 0.0011527928983321497 0.0010541725102845576 0.0017883261638501988
leaf_count=1099 394 81 455 372 720
internal_value=0 -5.04295e-05 0.000117717 -0.000135699 -0.000233383
internal_weight=0 0.00701614 0.0023608 0.00465534 0.00360117
internal_count=3121 2727 536 2191 1819
is_linear=0
shrinkage=0.00196078


Tree=8821
num_leaves=7
num_cat=0
split_feature=484 49 52 4 13 1
split_gain=2.64306e-05 3.5256e-05 3.67555e-05 5.99429e-05 8.37266e-05 5.66419e-05
threshold=0.073690000000000019 -0.081404999999999991 0.10744000000000002 0.0052350000000000009 -0.0034749999999999994 0.11282000000000002
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=0.0002739780933631709 0.00028126183928794957 -4.1449215560790472e-05 0.00022958028094767073 0.00024151171456495682 -0.00082540259628731286 -0.00031095015287005407
leaf_weight=0.0010921720165349329 0.0010631082015072095 0.0010539885614882678 0.0010240370997282762 0.0016589625086454998 0.0010411783423713164 0.0012519404438759586
leaf_count=213 394 1024 400 391 458 241
internal_value=0 -5.01778e-05 -0.000108889 -0.000178126 -0.000431029 3.90525e-06
internal_weight=0 0.00712228 0.00603011 0.00500607 0.00209517 0.0029109
internal_count=3121 2727 2514 2114 1482 632
is_linear=0
shrinkage=0.00196078


Tree=8822
num_leaves=5
num_cat=0
split_feature=52 15 16 0
split_gain=9.70035e-06 2.69631e-05 2.30651e-05 2.95158e-05
threshold=-0.046924999999999988 -0.053579999999999996 -0.056919999999999991 -0.11756999999999999
decision_type=2 2 2 2
left_child=1 -1 3 -2
right_child=2 -3 -4 -5
leaf_value=0.015987279637916886 -0.0081530263077924416 -0.004949263149421246 -0.011765616417027476 0.011141131900114671
leaf_weight=0.0011806927401361643 0.0014406579401786777 0.0012841269065039487 0.0017669221682978524 0.001763325932318829
leaf_count=516 257 437 655 1256
internal_value=0 0.00507972 -0.00259293 0.00246559
internal_weight=0 0.00246482 0.00497091 0.00320398
internal_count=3121 953 2168 1513
is_linear=0
shrinkage=0.1


Tree=8823
num_leaves=7
num_cat=0
split_feature=42 157 42 4 15 13
split_gain=1.8824e-05 2.88377e-05 5.32946e-05 4.80241e-05 2.66509e-05 1.73279e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.091735000000000025 -0.0029599999999999995 -0.10324499999999999 -0.084154999999999994
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 5 -5 -3
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leaf_value=-0.00022230037203852006 -0.00026578299795628185 0.00022463634840620624 -0.00029375148362317398 0.00024902100567334156 -0.00015774182093590089 0.0005834569804884246
leaf_weight=0.001326972456337964 0.0010524052446816909 0.0010436888437761744 0.001136516137300727 0.0010202573344119579 0.0015757374140763112 0.0010261736858853806
leaf_count=862 504 339 603 189 277 347
internal_value=0 3.28413e-05 8.70043e-05 0.000179749 2.12089e-06 0.000402528
internal_weight=0 0.00685478 0.00580237 0.00466586 0.00259599 0.00206986
internal_count=3121 2259 1755 1152 466 686
is_linear=0
shrinkage=0.00196078


Tree=8824
num_leaves=6
num_cat=0
split_feature=3 0 4 12 1
split_gain=1.04192e-05 1.61157e-05 3.11783e-05 2.55973e-05 2.34248e-05
threshold=0.11658 -0.060129999999999996 -0.16363499999999997 0.090840000000000018 0.09253500000000002
decision_type=2 2 2 2 2
left_child=1 3 -3 4 -1
right_child=-2 2 -4 -5 -6
leaf_value=-0.0083884777901656517 0.0068617208836850678 -0.007222757834086377 0.016963010838758001 -0.01947433559046579 0.01112847980930793
leaf_weight=0.0015897922184221593 0.001686140306976688 0.001070350150229007 0.0010617114219443865 0.0010298555585398464 0.0010029206271161767
leaf_count=1290 240 228 290 808 265
internal_value=0 -0.0020769 0.00482113 -0.00613673 -0.000838872
internal_weight=0 0.00575463 0.00213206 0.00362257 0.00259271
internal_count=3121 2881 518 2363 1555
is_linear=0
shrinkage=0.1


Tree=8825
num_leaves=6
num_cat=0
split_feature=42 160 151 1 0
split_gain=9.05816e-06 2.24335e-05 2.44794e-05 4.86677e-05 3.49558e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.0077149999999999988 0.094825000000000007 -0.057069999999999989
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0079657318697792245 -0.0094410748908360445 -0.0090554704380146674 -0.015259993951703807 0.020730363881769562 0.011005770324784482
leaf_weight=0.0012092637727031327 0.001441636445452631 0.0010076583693221187 0.0010075094892860765 0.0017452563214877389 0.0010193053567063984
leaf_count=862 828 301 585 432 113
internal_value=0 0.00149292 0.00479078 0.00848962 -0.00205068
internal_weight=0 0.00622137 0.00477973 0.00377207 0.00202681
internal_count=3121 2259 1431 1130 698
is_linear=0
shrinkage=0.1


Tree=8826
num_leaves=7
num_cat=0
split_feature=484 49 52 2 4 1
split_gain=2.57308e-05 2.99305e-05 3.79422e-05 5.2418e-05 5.37741e-05 6.67405e-06
threshold=0.073690000000000019 -0.081404999999999991 0.10744000000000002 0.10097500000000002 -0.077679999999999985 0.095695000000000016
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=0.00024778361246038493 0.00027966886343287078 0.00032349090278152137 0.00023948819155480017 -0.00044891628805034507 -0.00010106433262252838 -0.00032618724218856019
leaf_weight=0.0010930166795341846 0.0010450168871394992 0.001101578361141733 0.001014619391400743 0.0017507185018352535 0.0010021744568014651 0.001023252419962032
leaf_count=213 394 727 400 557 607 223
internal_value=0 -5.02208e-05 -0.0001055 -0.000177261 -2.51696e-05 -0.000214797
internal_weight=0 0.00698536 0.00589234 0.00487772 0.00312701 0.00202543
internal_count=3121 2727 2514 2114 1557 830
is_linear=0
shrinkage=0.00196078


Tree=8827
num_leaves=6
num_cat=0
split_feature=42 49 1 4 13
split_gain=9.07026e-06 2.03067e-05 2.37979e-05 3.64617e-05 1.56766e-05
threshold=0.091735000000000025 -0.00064499999999999985 0.111945 -0.0016099999999999997 -0.017449999999999997
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.0075725781996809176 -0.0085518845908852201 7.5073620555980602e-05 0.01702198464268766 -0.0134675599841811 0.017127492282856753
leaf_weight=0.0018089854520792056 0.0010728732549688752 0.0011099647870199056 0.0012020590521949932 0.0011861706727823006 0.0010482543483966355
leaf_count=571 667 570 234 393 686
internal_value=0 0.00138861 0.00495418 0.000616696 0.00835749
internal_weight=0 0.00635543 0.00454645 0.00334439 0.00215822
internal_count=3121 2454 1883 1649 1256
is_linear=0
shrinkage=0.1


Tree=8828
num_leaves=6
num_cat=0
split_feature=49 52 2 42 0
split_gain=1.05099e-05 1.48351e-05 4.70081e-05 5.63626e-05 4.03555e-05
threshold=-0.047584999999999995 0.10744000000000002 0.11215000000000001 0.084050000000000014 -0.10151999999999999
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.0069785381363574699 0.023134306632097888 0.0089153640745998162 -0.023225638263853796 -0.018742496877686071 -0.0018417470771113981
leaf_weight=0.0016562595118144695 0.0011122382195834738 0.0010146792156207852 0.001037237928807176 0.0010515377079335694 0.0015463507385823784
leaf_count=403 187 506 343 775 907
internal_value=0 -0.00206001 -0.00440583 0.000855613 0.00860715
internal_weight=0 0.00576204 0.00474736 0.00371013 0.00265859
internal_count=3121 2718 2212 1869 1094
is_linear=0
shrinkage=0.1


Tree=8829
num_leaves=6
num_cat=0
split_feature=484 49 52 15 0
split_gain=1.73534e-05 2.3884e-05 3.80849e-05 6.01073e-05 3.81088e-05
threshold=0.073690000000000019 -0.081404999999999991 -1.0000000180025095e-35 -0.095869999999999983 -0.026509999999999995
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.00023012974470273725 0.00023155045987960823 -0.00034792398825258663 -0.00031016145876866101 0.00038768722071128177 -8.089933468346486e-05
leaf_weight=0.0010497965155694964 0.001025043928954336 0.0016069271383821635 0.0014828805210085993 0.0015126599791807848 0.0011939651510615306
leaf_count=213 394 868 339 1204 103
internal_value=0 -4.20061e-05 -9.12929e-05 7.1406e-06 0.000180981
internal_weight=0 0.00684623 0.00579643 0.00418951 0.00270663
internal_count=3121 2727 2514 1646 1307
is_linear=0
shrinkage=0.00196078


Tree=8830
num_leaves=6
num_cat=0
split_feature=16 4 2 4 4
split_gain=1.06516e-05 1.90517e-05 3.35559e-05 3.24956e-05 3.01654e-05
threshold=-0.5048999999999999 0.098655000000000007 0.11093500000000002 -0.084369999999999987 -0.0016099999999999997
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
right_child=1 -3 -4 4 -6
leaf_value=0.0089135903281572556 -0.014789345311008884 -0.012067297647662126 0.016358998922743031 0.014659402253362999 -0.0083644360709053088
leaf_weight=0.0011259995005255463 0.0014849673557473212 0.0013718376292886705 0.0011327426488144119 0.0012520502155840487 0.0010431761222167496
leaf_count=222 556 340 326 1287 390
internal_value=0 -0.00164792 0.00126148 -0.00326252 0.00419511
internal_weight=0 0.00628477 0.00491294 0.00378019 0.00229523
internal_count=3121 2899 2559 2233 1677
is_linear=0
shrinkage=0.1


Tree=8831
num_leaves=7
num_cat=0
split_feature=484 49 52 15 15 0
split_gain=2.1677e-05 1.82748e-05 3.82194e-05 5.75995e-05 6.91947e-05 3.592e-05
threshold=0.073690000000000019 -0.081404999999999991 -0.07167999999999998 -0.11713499999999999 -0.031204999999999997 -0.077639999999999987
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=0.00019229023351391913 0.0002593512969069663 -0.00041226775774120297 -0.00039043363149418489 0.00049740080894019516 0.00019943837424643297 -0.0002846738545806391
leaf_weight=0.001065346046322249 0.0010409322353543728 0.0011226434941832009 0.0011590448271190054 0.0011969551884561005 0.0010235635576119635 0.0013887370333406446
leaf_count=213 394 591 317 415 818 373
internal_value=0 -4.40374e-05 -8.6776e-05 -1.01426e-05 0.000111981 -7.92601e-05
internal_weight=0 0.00695629 0.00589094 0.0047683 0.00360926 0.0024123
internal_count=3121 2727 2514 1923 1606 1191
is_linear=0
shrinkage=0.00196078


Tree=8832
num_leaves=6
num_cat=0
split_feature=484 151 16 3 52
split_gain=1.90865e-05 2.33634e-05 6.23427e-05 4.62713e-05 3.93228e-05
threshold=0.073690000000000019 -0.0083949999999999979 -0.056919999999999991 -1.0000000180025095e-35 0.091275000000000009
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -4
right_child=-2 2 4 -5 -6
leaf_value=-0.00026491685643158171 0.00023868469442856738 -1.1942083955748378e-05 -0.00042600991056191198 0.00047834113763553846 5.7570982031483265e-05
leaf_weight=0.0014526061751178711 0.0010615833585975124 0.0016555871056917178 0.0014299542664545761 0.0013383407405243655 0.0011799742254920034
leaf_count=444 394 1182 724 175 202
internal_value=0 -4.33149e-05 1.41277e-05 0.000207224 -0.000207378
internal_weight=0 0.00705646 0.00560386 0.00299393 0.00260993
internal_count=3121 2727 2283 1357 926
is_linear=0
shrinkage=0.00196078


Tree=8833
num_leaves=6
num_cat=0
split_feature=16 15 47 0 4
split_gain=2.20111e-05 3.03768e-05 4.77982e-05 4.78708e-05 5.64353e-05
threshold=-0.5048999999999999 -0.11713499999999999 0.085270000000000026 -0.10607499999999999 -0.083854999999999985
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=0.00023714041900129996 -0.00036112659265046584 0.00018597207889597774 0.00034170976086317741 -2.9707138605290879e-05 -0.00059488195970876419
leaf_weight=0.0012480310032780056 0.0010035894731986747 0.00160471186993528 0.0012873074093300626 0.001868217061725406 0.0010673616403154547
leaf_count=222 383 274 227 548 1467
internal_value=0 -4.60475e-05 8.21325e-06 -8.63429e-05 -0.000235202
internal_weight=0 0.00683119 0.0058276 0.00454029 0.00293558
internal_count=3121 2899 2516 2289 2015
is_linear=0
shrinkage=0.00196078


Tree=8834
num_leaves=7
num_cat=0
split_feature=484 49 52 15 15 0
split_gain=2.00563e-05 2.33206e-05 3.55036e-05 6.41185e-05 7.60226e-05 4.24253e-05
threshold=0.073690000000000019 -0.081404999999999991 -0.07167999999999998 -0.11713499999999999 -0.031204999999999997 -0.077639999999999987
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=0.00022185380345261929 0.00024688954309558134 -0.00039979834337159026 -0.00041437826777133399 0.00051264892756309576 0.0002079339648770678 -0.00030727209939140606
leaf_weight=0.0010971222704360354 0.0010684608622303325 0.0011446441041190799 0.0011806081793333373 0.0012147001237898642 0.0010804648641557263 0.0014248910627661618
leaf_count=213 394 591 317 415 818 373
internal_value=0 -4.11476e-05 -8.88779e-05 -1.62565e-05 0.000110093 -8.50833e-05
internal_weight=0 0.00714243 0.00604531 0.00490066 0.00372006 0.00250536
internal_count=3121 2727 2514 1923 1606 1191
is_linear=0
shrinkage=0.00196078


Tree=8835
num_leaves=6
num_cat=0
split_feature=52 0 16 52 2
split_gain=1.65319e-05 3.01893e-05 2.83279e-05 8.20587e-05 2.7448e-05
threshold=-0.057699999999999994 -0.14116499999999996 -0.083539999999999989 0.091275000000000009 0.10644500000000001
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -2
right_child=2 -3 3 -5 -6
leaf_value=-0.00014832127279141004 0.00023541425337177303 0.00028313031604323957 -0.00060684272044687047 9.7682209470513083e-05 -0.0001551743584027623
leaf_weight=0.0010002864939446681 0.001607002290434864 0.0016553816981661148 0.0011493882952169074 0.0014219472721837643 0.0012144890230937546
leaf_count=128 751 798 760 434 250
internal_value=0 0.000120619 -6.8377e-05 -0.000217241 6.72884e-05
internal_weight=0 0.00265567 0.00539283 0.00257134 0.00282149
internal_count=3121 926 2195 1194 1001
is_linear=0
shrinkage=0.00196078


Tree=8836
num_leaves=7
num_cat=0
split_feature=131 13 0 457 1 1
split_gain=2.32284e-05 3.63049e-05 3.85433e-05 2.99748e-05 4.35382e-05 7.57111e-05
threshold=0.077555000000000027 -0.076599999999999988 -0.084269999999999984 0.045365000000000009 0.111945 0.086560000000000012
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -3
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leaf_value=-3.1978668946444276e-05 -0.00029048277800875876 2.8825775117679618e-05 0.00047662153102016999 0.00023666180770254814 0.00014287897259648123 -0.00063187758424680847
leaf_weight=0.0011031113135582045 0.0010031108540576516 0.001397177137078233 0.0011917929559683931 0.0010118786524529917 0.0013749811219414473 0.0012756168185272634
leaf_count=682 522 795 364 173 192 393
internal_value=0 2.75922e-05 0.000232148 -6.51883e-05 -0.000140646 -0.000286501
internal_weight=0 0.00735456 0.0022949 0.00505965 0.00404778 0.00267279
internal_count=3121 2599 1046 1553 1380 1188
is_linear=0
shrinkage=0.00196078


Tree=8837
num_leaves=6
num_cat=0
split_feature=4 52 52 2 0
split_gain=2.21886e-05 2.17152e-05 3.3267e-05 2.96776e-05 3.46888e-05
threshold=0.27044500000000005 -0.12005499999999998 -0.057699999999999994 0.10097500000000002 -0.077999999999999986
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=512 365 357 1248 308 331
internal_value=0 -5.08499e-05 -2.32604e-06 -8.98855e-05 2.60917e-05
internal_weight=0 0.00655425 0.00553173 0.00415425 0.00278861
internal_count=3121 2756 2244 1887 1579
is_linear=0
shrinkage=0.00196078


Tree=8838
num_leaves=7
num_cat=0
split_feature=484 49 0 16 3 1
split_gain=1.37437e-05 1.86448e-05 3.19975e-05 7.59652e-05 1.64465e-05 1.10676e-05
threshold=0.044540000000000003 -0.081404999999999991 -0.10836499999999999 -0.056919999999999991 -0.016324999999999996 0.10920500000000001
decision_type=2 2 2 2 2 2
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leaf_count=213 435 257 1149 791 150 126
internal_value=0 -0.00174751 -0.0040387 0.0019016 -0.0103665 -0.0138633
internal_weight=0 0.00648355 0.00548269 0.00341678 0.0020375 0.00206591
internal_count=3121 2686 2473 2090 941 383
is_linear=0
shrinkage=0.1


Tree=8839
num_leaves=7
num_cat=0
split_feature=50 4 151 15 2 2
split_gain=1.74486e-05 2.91475e-05 4.38651e-05 4.29179e-05 4.4752e-05 2.14511e-05
threshold=0.079410000000000008 0.40473500000000007 -0.024429999999999997 -0.037864999999999989 0.10097500000000002 0.088850000000000012
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 4 -6 -7
leaf_value=0.00035330341046210031 -0.00022972701827054734 0.00034010400306239028 -0.00035104054077159563 1.6967344513413655e-05 -0.00026188735691945578 0.00040402244932312241
leaf_weight=0.0010368838821685168 0.0010825003824540928 0.0010444621128685985 0.0016337486927385674 0.0011478849187874533 0.0012491749783129073 0.0010578199462400618
leaf_count=381 609 279 611 674 250 317
internal_value=0 3.73453e-05 -1.42781e-05 -8.91784e-05 3.46514e-05 0.000202593
internal_weight=0 0.00716997 0.00612551 0.00508863 0.00345488 0.0022057
internal_count=3121 2512 2233 1852 1241 991
is_linear=0
shrinkage=0.00196078


Tree=8840
num_leaves=6
num_cat=0
split_feature=4 150 13 0 12
split_gain=1.20994e-05 1.81426e-05 2.11705e-05 3.52921e-05 3.58889e-05
threshold=0.27044500000000005 0.086615000000000011 -0.10278499999999999 -0.082974999999999979 0.051320000000000005
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_count=164 365 269 1059 195 1069
internal_value=0 -0.00191898 0.000497797 0.00384184 -0.00479714
internal_weight=0 0.00615873 0.00513967 0.00404226 0.00217933
internal_count=3121 2756 2487 2323 1264
is_linear=0
shrinkage=0.1


Tree=8841
num_leaves=6
num_cat=0
split_feature=484 42 43 16 15
split_gain=1.08179e-05 1.58907e-05 2.68876e-05 2.72987e-05 3.70191e-05
threshold=0.044540000000000003 -1.0000000180025095e-35 -0.061959999999999994 -0.029084999999999996 -0.095869999999999983
decision_type=2 2 2 2 2
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leaf_weight=0.0011114957127068481 0.0010000701748577225 0.0014773094261139228 0.0012353387755408454 0.0012831513374997388 0.0013627250258063488
leaf_count=803 435 809 190 355 529
internal_value=0 -0.00154607 0.000711025 -0.00365922 0.00223466
internal_weight=0 0.00647002 0.00535852 0.00388122 0.00259806
internal_count=3121 2686 1883 1074 719
is_linear=0
shrinkage=0.1


Tree=8842
num_leaves=6
num_cat=0
split_feature=16 52 12 3 1
split_gain=1.12054e-05 4.1947e-05 3.86134e-05 2.6857e-05 5.2331e-05
threshold=0.38525000000000004 0.10160000000000001 0.088105000000000003 -1.0000000180025095e-35 0.10612500000000001
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.016173113716999674 0.0096739052301939941 -0.019728399624047013 0.013541389818176777 0.016353388876406551 -0.014124287320393057
leaf_weight=0.0012224496011522855 0.001023492433810916 0.0010642293623743587 0.0018833394606180553 0.0012147472387189736 0.0010506312919596249
leaf_count=1006 311 591 862 161 190
internal_value=0 -0.00159081 0.00200292 -0.00422756 0.00221853
internal_weight=0 0.0064354 0.00537117 0.00348783 0.00226538
internal_count=3121 2810 2219 1357 351
is_linear=0
shrinkage=0.1


Tree=8843
num_leaves=6
num_cat=0
split_feature=3 0 4 12 15
split_gain=1.27443e-05 1.76702e-05 2.86648e-05 2.37811e-05 1.77311e-05
threshold=0.11658 -0.060129999999999996 -0.16363499999999997 0.088615000000000013 -0.079249999999999987
decision_type=2 2 2 2 2
left_child=1 3 -3 4 -1
right_child=-2 2 -4 -5 -6
leaf_value=-0.0089133146153852136 0.0076262604058555533 -0.0066078830464072844 0.016524143310305175 -0.018050126745070387 0.0082278195412531351
leaf_weight=0.0012798384716444745 0.0016788624987852802 0.0010746419071748134 0.0010681788814165573 0.0011992253727886376 0.0011419046047418768
leaf_count=491 240 228 290 1074 798
internal_value=0 -0.00227433 0.00492325 -0.00653372 -0.000830897
internal_weight=0 0.00576379 0.00214282 0.00362097 0.00242174
internal_count=3121 2881 518 2363 1289
is_linear=0
shrinkage=0.1


Tree=8844
num_leaves=6
num_cat=0
split_feature=13 15 4 12 1
split_gain=3.02873e-05 2.77603e-05 3.63797e-05 3.84337e-05 4.67965e-05
threshold=-0.23438999999999996 -0.15914499999999995 0.098655000000000007 0.084100000000000022 0.094090000000000021
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=0.00030850347083703777 0.00023831486701934615 -6.2967757991229105e-05 -0.0003659380122071821 -0.00023659476297382016 0.00046754865036002254
leaf_weight=0.0010326017754416694 0.001084555388637963 0.0017498903029881162 0.0015113088368905164 0.0018150437457523823 0.0010071997891216856
leaf_count=169 291 402 256 1799 204
internal_value=0 -5.0681e-05 -0.000102203 -1.50262e-05 0.000130837
internal_weight=0 0.007168 0.00608344 0.00457213 0.00275709
internal_count=3121 2952 2661 2405 606
is_linear=0
shrinkage=0.00196078


Tree=8845
num_leaves=7
num_cat=0
split_feature=13 48 0 0 2 42
split_gain=1.65741e-05 3.49688e-05 4.41393e-05 3.3623e-05 4.11671e-05 3.15963e-05
threshold=-0.23438999999999996 0.11280000000000003 -0.17169499999999996 1.0000000180025095e-35 0.090050000000000005 0.085465000000000013
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=0.00022725985768831788 0.00035153210496871297 -0.00037647693396859256 -0.00020164175531308412 0.00021430705969404626 -0.00047358687360453378 0.00024450200166943359
leaf_weight=0.0010155594306717934 0.001206932436955039 0.0010203134334572407 0.0015236189347619838 0.0012232907132545068 0.0011239565817214299 0.0010181258462712585
leaf_count=169 142 126 863 285 892 644
internal_value=0 -4.0509e-05 1.57241e-05 -6.71759e-05 -0.00016111 -2.29336e-05
internal_weight=0 0.00711624 0.00609592 0.00488899 0.0036657 0.00254174
internal_count=3121 2952 2826 2684 2399 1507
is_linear=0
shrinkage=0.00196078


Tree=8846
num_leaves=7
num_cat=0
split_feature=13 39 48 0 4 4
split_gain=2.83821e-05 2.85754e-05 4.13459e-05 5.78404e-05 3.26003e-05 4.3452e-05
threshold=-0.23438999999999996 0.0046100000000000004 0.085845000000000019 -0.053834999999999994 0.16173500000000005 -0.0035949999999999997
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=0.00029720707135675613 3.8434215697674975e-06 0.0002499055024517681 -0.00035971096602443873 -0.00040464187232438614 -0.00013756710934975647 0.00056648933800377361
leaf_weight=0.0010216488995481955 0.0011091013835063798 0.0010273452038338463 0.0017318720480407977 0.0010368207846571881 0.0011590251446297983 0.0010067116434263244
leaf_count=169 1428 330 363 332 162 337
internal_value=0 -5.24213e-05 -0.000103814 -1.02761e-06 0.000126758 0.000271552
internal_weight=0 0.00707088 0.00604353 0.00431166 0.00327484 0.00211581
internal_count=3121 2952 2622 2259 1927 1765
is_linear=0
shrinkage=0.00196078


Tree=8847
num_leaves=6
num_cat=0
split_feature=4 52 52 52 16
split_gain=1.84279e-05 2.42832e-05 3.43652e-05 4.19312e-05 3.1252e-05
threshold=0.24564500000000003 -0.12005499999999998 -0.057699999999999994 0.091275000000000009 -0.083539999999999989
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.00033205545128872562 0.0001624763756217197 0.00026177072601777453 -4.7960933312650846e-05 0.00013243591100656099 -0.00053340531630073661
leaf_weight=0.0010275085509961913 0.0019339548451426268 0.0013854673807077392 0.0010297610195717725 0.0016450516731345106 0.001009908271625529
leaf_count=512 426 357 454 629 743
internal_value=0 -5.71904e-05 -1.48713e-06 -0.000100473 -0.000288321
internal_weight=0 0.0060977 0.00507019 0.00368472 0.00203967
internal_count=3121 2695 2183 1826 1197
is_linear=0
shrinkage=0.00196078


Tree=8848
num_leaves=6
num_cat=0
split_feature=50 3 1 3 47
split_gain=1.74512e-05 3.80502e-05 5.19096e-05 9.83255e-05 5.50443e-05
threshold=0.079410000000000008 -0.12018999999999998 0.094090000000000021 0.0051600000000000005 0.096300000000000011
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -4
right_child=-2 2 4 -5 -6
leaf_value=0.0003068786582613299 -0.00024133269910356294 -0.0006722918659793865 0.00035633942249825356 8.3698652763781339e-05 -0.00018976161480195627
leaf_weight=0.0014822793787653589 0.0010690635319158702 0.0011639598004544653 0.0017431193936266311 0.0015320780826317006 0.0011968588160597233
leaf_count=293 609 1456 505 133 125
internal_value=0 2.73403e-05 -4.61786e-05 -0.000242685 0.000134023
internal_weight=0 0.0071183 0.00563602 0.00269604 0.00293998
internal_count=3121 2512 2219 1589 630
is_linear=0
shrinkage=0.00196078


Tree=8849
num_leaves=6
num_cat=0
split_feature=15 15 48 13 12
split_gain=1.18369e-05 2.15995e-05 2.41183e-05 4.2781e-05 4.00727e-05
threshold=-0.15914499999999995 -0.095869999999999983 0.091545000000000015 -0.095304999999999987 0.051320000000000005
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=0.0094658481236516556 -0.014559899643557077 0.014548051525812653 0.014744644053053807 0.0027274749828850586 -0.019763389218392553
leaf_weight=0.0011107148401289643 0.0010869701932170401 0.0011068815015269828 0.0010186043168922531 0.0016175974128135435 0.0015525499199122903
leaf_count=351 275 188 209 318 1780
internal_value=0 -0.00171967 0.000915893 -0.00237752 -0.00828721
internal_weight=0 0.0063826 0.00529563 0.00427703 0.00317015
internal_count=3121 2770 2495 2286 2098
is_linear=0
shrinkage=0.1


Tree=8850
num_leaves=7
num_cat=0
split_feature=13 48 1 160 4 16
split_gain=1.69471e-05 2.56244e-05 5.67204e-05 2.68843e-05 2.1357e-05 2.17845e-05
threshold=-0.23438999999999996 0.11013500000000002 0.111945 -1.0000000180025095e-35 0.0061450000000000003 -0.078844999999999985
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=0.00023095287755771742 -0.00036348621742811728 -0.00033031202345923871 0.0003437801512272084 7.3051045374022819e-05 0.00019141604677830879 -0.00032174109678300301
leaf_weight=0.0010150568127598146 0.0011216221315343902 0.0010024451309348752 0.0014643474501051116 0.0010372129445625116 0.0012419474229326865 0.0011150626013857945
leaf_count=169 787 145 302 629 326 763
internal_value=0 -4.01945e-05 8.4372e-06 -0.000100304 -1.33354e-05 -0.000131485
internal_weight=0 0.00698264 0.00598019 0.00451585 0.00339422 0.00215228
internal_count=3121 2952 2807 2505 1718 1392
is_linear=0
shrinkage=0.00196078


Tree=8851
num_leaves=6
num_cat=0
split_feature=4 2 2 42 15
split_gain=1.05849e-05 1.62917e-05 3.12606e-05 2.7865e-05 1.82206e-05
threshold=0.24564500000000003 0.10672500000000001 0.092875000000000013 0.085465000000000013 -0.015744999999999999
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.0020654103646855614 0.0066012419212046376 0.0068137627723678642 -0.020393701959902082 0.013256542944060555 -0.016399230737832511
leaf_weight=0.0011035303167321077 0.0018091882628128312 0.0014864571874446918 0.0010411638665597765 0.0010128195992867373 0.0010362581308034149
leaf_count=367 426 438 466 734 690
internal_value=0 -0.00218177 -0.00537018 -0.000408584 -0.00687666
internal_weight=0 0.00568023 0.00419377 0.00315261 0.00213979
internal_count=3121 2695 2257 1791 1057
is_linear=0
shrinkage=0.1


Tree=8852
num_leaves=6
num_cat=0
split_feature=52 12 16 151 2
split_gain=1.03254e-05 3.07902e-05 3.93966e-05 3.80996e-05 0.000100992
threshold=-0.12005499999999998 0.098810000000000023 0.0039400000000000008 -0.0083949999999999979 0.088850000000000012
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
right_child=1 -3 -4 4 -6
leaf_value=-0.0094477976277141107 -0.016384274953655881 -0.014270345775899612 0.017926925832107594 -0.018244047495119466 0.021006438247290829
leaf_weight=0.0010119660796653034 0.0011310941683016595 0.0010485896733878628 0.001549051361141307 0.0010867543894775525 0.0016520615182011487
leaf_count=537 373 359 317 980 555
internal_value=0 0.0014149 0.00445006 -0.000944474 0.00543196
internal_weight=0 0.00646755 0.00541896 0.00386991 0.00273882
internal_count=3121 2584 2225 1908 1535
is_linear=0
shrinkage=0.1


Tree=8853
num_leaves=6
num_cat=0
split_feature=43 3 2 2 15
split_gain=9.46646e-06 3.26798e-05 2.34221e-05 2.74005e-05 1.69006e-05
threshold=-0.052894999999999991 -0.077774999999999983 0.089885000000000007 0.10613000000000002 -0.074054999999999996
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -5
right_child=2 -3 3 4 -6
leaf_value=-0.0043112159059094744 -0.013871805088881301 0.018107103357583396 0.013241936167125341 0.003905479826997012 -0.013964276758479345
leaf_weight=0.0016231234731986087 0.0013519189124773438 0.0010848366967168676 0.0012799746080534727 0.0010286348658199768 0.0010901660010352446
leaf_count=952 858 483 382 202 244
internal_value=0 0.00466979 -0.00273861 0.00168981 -0.00528887
internal_weight=0 0.00270796 0.00475069 0.00339878 0.0021188
internal_count=3121 1435 1686 828 446
is_linear=0
shrinkage=0.1


Tree=8854
num_leaves=6
num_cat=0
split_feature=51 49 16 13 16
split_gain=9.72594e-06 2.08388e-05 3.88589e-05 2.71034e-05 3.47315e-05
threshold=0.08955500000000001 -0.026779999999999995 -0.088394999999999987 1.0000000180025095e-35 0.064860000000000015
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.0121277216555477 -0.0089163782239824966 -0.013830244133587964 0.022232848296033968 -0.0086920939651547804 -0.0028070692450025709
leaf_weight=0.0014165830324560837 0.0010597103440970175 0.0017101159990899903 0.0012291344699814008 0.00102429373117508 0.0010083797790382625
leaf_count=360 409 642 1004 379 327
internal_value=0 0.00142786 -0.0016207 0.00478057 0.0109481
internal_weight=0 0.00638851 0.00497192 0.00326181 0.00223751
internal_count=3121 2712 2352 1710 1331
is_linear=0
shrinkage=0.1


Tree=8855
num_leaves=6
num_cat=0
split_feature=4 4 3 13 1
split_gain=1.0373e-05 1.64499e-05 3.88893e-05 4.29632e-05 5.75235e-06
threshold=0.24564500000000003 0.055260000000000011 0.090900000000000009 -0.033284999999999988 0.083345000000000016
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.022005739864879893 0.0065848043133873704 -0.012876700858153546 0.014166303121762973 0.0082057554353347269 -0.0025132959631700199
leaf_weight=0.0010654608816786848 0.0017938945411618158 0.0011397682476769703 0.0014340315025369228 0.0010018737503117428 0.0010007197079877441
leaf_count=1220 426 279 203 610 383
internal_value=0 -0.002145 0.00057189 -0.00578224 0.00284932
internal_weight=0 0.00564185 0.00450209 0.00306805 0.00200259
internal_count=3121 2695 2416 2213 993
is_linear=0
shrinkage=0.1


Tree=8856
num_leaves=7
num_cat=0
split_feature=13 39 151 0 43 2
split_gain=2.38062e-05 2.46033e-05 4.68387e-05 4.08936e-05 4.60959e-05 7.43175e-05
threshold=-0.23438999999999996 0.056590000000000008 -0.067694999999999991 -0.053834999999999994 -0.074359999999999996 0.09142500000000002
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=0.00026933790337970451 -0.00048306418672071773 0.00023300746717175994 0.00039390755278734843 -0.00033787266935170532 -0.00044482503925341604 0.00021257302104849644
leaf_weight=0.0010360126075341916 0.0010035219580703005 0.0010213327010015101 0.0012163975862449689 0.0011918473789196624 0.0011460345940767734 0.0015625915897038709
leaf_count=169 354 327 681 355 844 391
internal_value=0 -4.8721e-05 -9.57341e-05 -1.97708e-05 7.6822e-05 -6.55757e-05
internal_weight=0 0.00714173 0.00612039 0.00511687 0.00392502 0.00270863
internal_count=3121 2952 2625 2271 1916 1235
is_linear=0
shrinkage=0.00196078


Tree=8857
num_leaves=7
num_cat=0
split_feature=13 48 0 0 2 1
split_gain=3.19598e-05 3.42633e-05 5.18896e-05 2.84631e-05 4.0164e-05 2.84546e-05
threshold=-0.23438999999999996 0.11280000000000003 -0.17169499999999996 -1.0000000180025095e-35 0.090050000000000005 0.090475000000000014
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=0.0003133523709885561 0.00036483255220644262 -0.00038196866954341897 0.0002029092565060791 0.00017352813989746839 -0.00047238886307695481 -0.00020702078189369108
leaf_weight=0.0010672228341326567 0.0012343042701197047 0.0010268586217354663 0.0011211306038892031 0.0012501039135949304 0.0011571897422546539 0.0015525542614780608
leaf_count=169 142 126 1086 285 892 421
internal_value=0 -4.97882e-05 4.22401e-06 -8.33774e-05 -0.000167212 -3.51288e-05
internal_weight=0 0.00734214 0.00631528 0.00508098 0.00383087 0.00267368
internal_count=3121 2952 2826 2684 2399 1507
is_linear=0
shrinkage=0.00196078


Tree=8858
num_leaves=6
num_cat=0
split_feature=43 0 2 2 4
split_gain=9.41106e-06 2.91424e-05 2.05947e-05 2.42289e-05 1.64679e-05
threshold=-0.052894999999999991 -0.053834999999999994 0.089885000000000007 0.10613000000000002 0.055260000000000011
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -5
right_child=2 -3 3 4 -6
leaf_value=0.01303392047651143 -0.013186372337515025 -0.0082022877759952515 0.012275414571603841 0.0040847021614129472 -0.013561483988186377
leaf_weight=0.0016395009737366355 0.0013477786677509708 0.0010666114043487271 0.0012814890449061628 0.0010114482203529794 0.0011083996200460216
leaf_count=1221 858 214 382 230 216
internal_value=0 0.00466369 -0.00272505 0.00142024 -0.00514192
internal_weight=0 0.00270611 0.00474912 0.00340134 0.00211985
internal_count=3121 1435 1686 828 446
is_linear=0
shrinkage=0.1


Tree=8859
num_leaves=5
num_cat=0
split_feature=4 13 13 1
split_gain=9.77351e-06 1.43582e-05 3.00538e-05 2.988e-05
threshold=0.24564500000000003 -0.13710499999999998 -0.0034749999999999994 0.086560000000000012
decision_type=2 2 2 2
left_child=1 -1 -3 -4
right_child=-2 2 3 -5
leaf_value=-0.012753006604792684 0.0063840510923892854 0.011501820777785814 0.0065737295727813574 -0.013642690495554137
leaf_weight=0.0010308952505186063 0.0017972685401044727 0.0015770256444685811 0.0012230977401027278 0.0018174565783041364
leaf_count=166 426 1701 466 362
internal_value=0 -0.00208251 0.00029972 -0.0055104
internal_weight=0 0.00564848 0.00461758 0.00304055
internal_count=3121 2695 2529 828
is_linear=0
shrinkage=0.1


Tree=8860
num_leaves=6
num_cat=0
split_feature=52 12 12 52 4
split_gain=2.73562e-05 3.94072e-05 4.27904e-05 2.96569e-05 3.90549e-05
threshold=-0.16675999999999999 0.098810000000000023 0.088105000000000003 0.070205000000000017 0.0061450000000000003
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=-0.00030518343037166734 -0.00033274472104792883 -0.00029483656792545859 0.00040016388070324729 0.00026682955918375236 0.00010023580664042106
leaf_weight=0.0010011706823562019 0.0014138350557782627 0.0011286059371325612 0.0014319678410986397 0.0012590421192079241 0.0018476030761026257
leaf_count=435 637 371 820 518 340
internal_value=0 4.10909e-05 0.000104784 1.12155e-05 -8.74615e-05
internal_weight=0 0.00708105 0.00595245 0.00452048 0.00326144
internal_count=3121 2686 2315 1495 977
is_linear=0
shrinkage=0.00196078


Tree=8861
num_leaves=7
num_cat=0
split_feature=13 51 47 52 1 52
split_gain=2.03722e-05 2.10359e-05 4.26657e-05 8.55978e-05 6.26382e-05 4.31485e-05
threshold=-0.23438999999999996 0.087505000000000013 0.10621500000000002 -0.085984999999999992 0.10557500000000002 0.0060650000000000009
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=0.00025363041300523707 -0.00040797724628590276 -0.00028756309721509867 -0.0003441988660041082 0.0002638452757848648 0.00062846949911916591 -0.00024905601644127114
leaf_weight=0.0010240038279210623 0.0010546948673568371 0.001129149483097943 0.001095537158443175 0.0016197272668936234 0.0010578596071622974 0.0010326437497580291
leaf_count=169 554 388 152 716 247 895
internal_value=0 -4.25019e-05 4.71458e-06 8.49357e-05 0.000225054 6.41582e-05
internal_weight=0 0.00698961 0.00586046 0.00476493 0.00371023 0.00265237
internal_count=3121 2952 2564 2412 1858 1611
is_linear=0
shrinkage=0.00196078


Tree=8862
num_leaves=6
num_cat=0
split_feature=16 1 43 47 52
split_gain=9.83733e-06 3.82329e-05 3.04122e-05 3.54049e-05 5.85602e-05
threshold=0.38525000000000004 0.077565000000000009 -0.035139999999999991 1.0000000180025095e-35 -0.0064899999999999992
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.013828068087827321 0.00903199816913813 0.015763680107012228 -0.0099817514956304938 -0.016891153904396116 0.02289927286171313
leaf_weight=0.0018067474232575818 0.0010302650753658315 0.0013795869406726842 0.0011615554681284326 0.0010662959195066263 0.0010148947520234285
leaf_count=1511 311 580 195 153 371
internal_value=0 -0.00149344 0.00332784 -0.00196283 0.00535091
internal_weight=0 0.00642908 0.00462233 0.00324275 0.00217645
internal_count=3121 2810 1299 719 566
is_linear=0
shrinkage=0.1


Tree=8863
num_leaves=7
num_cat=0
split_feature=52 52 1 4 1 2
split_gain=2.66201e-05 3.8867e-05 4.29325e-05 6.60907e-05 3.34088e-05 2.46258e-05
threshold=-0.21968999999999997 -0.081429999999999989 0.08844500000000001 -0.16363499999999997 0.096125000000000016 0.11510000000000002
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 -6
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leaf_value=-0.00030347838699426133 0.0003936018675263782 7.9710544452059033e-05 0.00041112404100748199 -0.00059140588944728788 -0.00013935267547389132 0.00022809582196695307
leaf_weight=0.0010051144135079099 0.0010114612837653757 0.0011977683289906452 0.0010035875233712853 0.0010664915507856763 0.0018786800560574412 0.0011188304610006284
leaf_count=415 356 87 273 1377 353 260
internal_value=0 3.69473e-05 -2.063e-05 -0.000236393 0.000101472 -2.20134e-06
internal_weight=0 0.00727682 0.00626536 0.00226426 0.0040011 0.00299751
internal_count=3121 2706 2350 1464 886 613
is_linear=0
shrinkage=0.00196078


Tree=8864
num_leaves=6
num_cat=0
split_feature=52 0 47 52 0
split_gain=2.00279e-05 2.71199e-05 3.78938e-05 3.40428e-05 3.31867e-05
threshold=0.11434500000000002 -0.019414999999999998 0.092530000000000015 -0.0064899999999999992 -0.14794999999999997
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.00036812443861336801 -0.00025379540524602903 0.00025251361788024529 -0.00032883899247216172 0.00024715460982687181 0.00013236197810306003
leaf_weight=0.0010120773199433501 0.0010587265467022341 0.0016805850785079285 0.0012680402969123643 0.0019300218496118493 0.0010255200053476657
leaf_count=107 501 307 250 1184 772
internal_value=0 3.57958e-05 -3.3768e-05 6.05359e-05 -0.00011623
internal_weight=0 0.00691624 0.00523566 0.00396762 0.0020376
internal_count=3121 2620 2313 2063 879
is_linear=0
shrinkage=0.00196078


Tree=8865
num_leaves=6
num_cat=0
split_feature=50 484 52 43 2
split_gain=1.89202e-05 2.53063e-05 2.2281e-05 3.7012e-05 8.7275e-05
threshold=0.079410000000000008 0.065750000000000017 -0.085984999999999992 -0.00067499999999999993 0.10613000000000002
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.00025222027262744736 -0.00024766067943270359 0.00032004970080436808 -0.00019797133331866246 0.00043574190325744043 -0.00021708079101896954
leaf_weight=0.0012270302209305972 0.0010756305645768151 0.0010027748336428064 0.0016261704688188307 0.0018950692929158193 0.001346939120510455
leaf_count=521 609 347 1032 407 205
internal_value=0 3.14015e-05 -1.60865e-05 4.34313e-05 0.000164517
internal_weight=0 0.00709798 0.00609521 0.00486818 0.00324201
internal_count=3121 2512 2165 1644 612
is_linear=0
shrinkage=0.00196078


Tree=8866
num_leaves=6
num_cat=0
split_feature=3 52 43 0 3
split_gain=1.19573e-05 1.9282e-05 4.06201e-05 3.78501e-05 3.44214e-05
threshold=0.13524500000000003 -0.0064899999999999992 -0.04652499999999999 -0.14649999999999996 -0.083924999999999986
decision_type=2 2 2 2 2
left_child=1 2 -1 -3 -5
right_child=-2 3 -4 4 -6
leaf_value=0.0052002923249246753 0.0093471073593925473 0.018183789776594322 -0.020627778408268481 0.0081078180866544242 -0.014230399276143061
leaf_weight=0.0011319878513640748 0.0011477851097656229 0.0011159087285143726 0.0013177591749879486 0.0013123744967134421 0.0014541467125549488
leaf_count=711 192 178 418 597 1025
internal_value=0 -0.00174615 -0.00869305 0.00263723 -0.00363366
internal_weight=0 0.00633218 0.00244975 0.00388243 0.00276652
internal_count=3121 2929 1129 1800 1622
is_linear=0
shrinkage=0.1


Tree=8867
num_leaves=6
num_cat=0
split_feature=42 43 51 15 2
split_gain=1.14495e-05 2.70432e-05 3.31139e-05 2.95414e-05 4.17455e-05
threshold=0.091735000000000025 0.05259500000000001 -0.076794999999999988 -0.10324499999999999 0.090425000000000019
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.017628300452824992 -0.0095810375770625962 0.016316168330923544 0.015376414630174634 0.0097038654651519143 -0.013641486798125053
leaf_weight=0.0010082048402369924 0.0010764352222710017 0.0010407073854789197 0.0012617776059101432 0.0014310908655077292 0.001648052910956131
leaf_count=406 667 288 311 951 498
internal_value=0 0.00156722 -0.00130229 0.00248953 -0.00279129
internal_weight=0 0.00638983 0.00534913 0.00434092 0.00307914
internal_count=3121 2454 2166 1760 1449
is_linear=0
shrinkage=0.1


Tree=8868
num_leaves=7
num_cat=0
split_feature=52 0 12 0 1 43
split_gain=2.27671e-05 3.73725e-05 5.1342e-05 5.53945e-05 4.40531e-05 1.8717e-05
threshold=0.11434500000000002 -0.019414999999999998 0.086700000000000013 -0.12333499999999999 0.10612500000000001 -0.076484999999999984
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=0.00024347300620040232 -0.00026658841175218134 0.00029193067541882491 1.4784920122742026e-05 -0.00056585422065335851 -0.00030857865238353304 0.0003926271153816561
leaf_weight=0.0011673544578967832 0.0010879820140581222 0.0016929136769306763 0.001009598587662656 0.0010486812235726253 0.0010607322519512615 0.0010066103636807923
leaf_count=179 501 307 435 776 137 786
internal_value=0 3.83433e-05 -4.27645e-05 -0.000194247 -1.9344e-05 0.000203426
internal_weight=0 0.00698589 0.00529298 0.00327677 0.00222809 0.00201621
internal_count=3121 2620 2313 1092 316 1221
is_linear=0
shrinkage=0.00196078


Tree=8869
num_leaves=6
num_cat=0
split_feature=52 0 47 15 3
split_gain=1.85622e-05 3.14921e-05 4.47945e-05 3.08687e-05 4.01047e-05
threshold=0.11434500000000002 -0.019414999999999998 1.0000000180025095e-35 0.035560000000000008 0.090900000000000009
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-2.5091329529542163e-05 -0.00024798075629290804 0.00026398808492841477 -0.00031520017026853296 -0.00018037137506401451 0.00048350384527153406
leaf_weight=0.0013153652012918881 0.0010585706810274723 0.0016842697815155541 0.001619385531811306 0.0011930750193767693 0.0010900851365454602
leaf_count=888 501 307 336 935 154
internal_value=0 3.08679e-05 -4.438e-05 7.74927e-05 0.00020539
internal_weight=0 0.00690218 0.00521791 0.00359853 0.00240545
internal_count=3121 2620 2313 1977 1042
is_linear=0
shrinkage=0.00196078


Tree=8870
num_leaves=6
num_cat=0
split_feature=52 52 15 2 0
split_gain=1.06918e-05 2.75853e-05 2.30049e-05 3.97104e-05 2.27043e-05
threshold=-0.046924999999999988 -0.12005499999999998 -0.11713499999999999 0.10097500000000002 -0.077999999999999986
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.0073608967935352917 -0.014957591867016153 0.014040374058744882 0.00062506931674221949 -0.012971672389392905 0.020095066734895289
leaf_weight=0.0010177986110957776 0.0011738415702453021 0.001475262521267973 0.0014819687533353747 0.0013188308332723647 0.0010051648531932771
leaf_count=537 367 416 1155 316 330
internal_value=0 0.00530325 -0.002719 0.00105564 0.00849379
internal_weight=0 0.00249306 0.00497981 0.00380596 0.00248713
internal_count=3121 953 2168 1801 1485
is_linear=0
shrinkage=0.1


Tree=8871
num_leaves=6
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split_feature=16 52 12 13 16
split_gain=1.05723e-05 3.74743e-05 3.42456e-05 3.76049e-05 3.65446e-05
threshold=0.38525000000000004 0.10160000000000001 0.095110000000000014 -0.084034999999999985 -0.073849999999999985
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.012098111355338493 0.0093528970204323283 -0.018651162997018942 0.018296758192614119 -0.020127410076451774 0.0019464750874971825
leaf_weight=0.001313758125410818 0.0010328438154486395 0.0010681044717128834 0.0010252753777063809 0.0013843021247984379 0.0016368330299773969
leaf_count=657 311 591 370 628 564
internal_value=0 -0.001547 0.00186129 -0.00202597 -0.00816791
internal_weight=0 0.00642827 0.00536017 0.00433489 0.00302114
internal_count=3121 2810 2219 1849 1192
is_linear=0
shrinkage=0.1


Tree=8872
num_leaves=6
num_cat=0
split_feature=1 15 3 16 15
split_gain=1.50217e-05 4.02191e-05 5.03988e-05 3.10716e-05 2.37675e-05
threshold=0.10937500000000001 1.0000000180025095e-35 -0.0080949999999999998 -0.071854999999999988 -0.087894999999999987
decision_type=2 2 2 2 2
left_child=1 2 -1 -2 -4
right_child=3 -3 4 -5 -6
leaf_value=-0.00020290457533058849 0.00032996417523935837 -0.00034847874212268085 3.9354322771604559e-05 -9.2563298663541369e-05 0.00046348101295724451
leaf_weight=0.0017580248126542047 0.0013215990569018748 0.0014023987176114919 0.0010203780812484587 0.001355367014850803 0.0010116010969823497
leaf_count=1154 305 1153 122 243 144
internal_value=0 -6.47876e-05 4.01854e-05 0.000116036 0.000250502
internal_weight=0 0.0051924 0.00379 0.00267697 0.00203198
internal_count=3121 2573 1420 548 266
is_linear=0
shrinkage=0.00196078


Tree=8873
num_leaves=6
num_cat=0
split_feature=2 52 12 13 3
split_gain=1.07735e-05 2.14452e-05 2.73555e-05 2.06455e-05 9.53136e-06
threshold=0.099185000000000009 -0.088204999999999992 0.084100000000000022 -0.08971999999999998 0.10893000000000001
decision_type=2 2 2 2 2
left_child=1 -1 -3 -2 -5
right_child=3 2 -4 4 -6
leaf_value=-0.015980604197109751 0.015660497962078603 0.010006891227961237 -0.0083614399195558135 0.0050724891827303737 -0.008355634432418723
leaf_weight=0.0010190683666648262 0.0010726867248475342 0.0015914494066067285 0.0016528537454074228 0.001102222128288549 0.0010156977651124902
leaf_count=410 200 432 1360 622 97
internal_value=0 -0.00332603 0.000648899 0.00435748 -0.00136728
internal_weight=0 0.00426337 0.0032443 0.00319061 0.00211792
internal_count=3121 2202 1792 919 719
is_linear=0
shrinkage=0.1


Tree=8874
num_leaves=6
num_cat=0
split_feature=42 160 151 16 2
split_gain=1.32455e-05 3.54471e-05 3.90747e-05 5.92803e-05 3.59668e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 0.16703000000000004 0.088850000000000012
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.00018427363679511018 -0.00022652239371780084 -0.00022996821355138579 6.5866779152761809e-05 -0.00019031768133526524 0.00050775000962879565
leaf_weight=0.0013104982277280641 0.0015722904666999708 0.0010390486798965608 0.0011454962260899076 0.0011157092632022927 0.0018550269787733357
leaf_count=862 828 300 467 278 386
internal_value=0 3.1199e-05 0.000109801 0.000195567 0.000339054
internal_weight=0 0.00672757 0.00515528 0.00411623 0.00300052
internal_count=3121 2259 1431 1131 853
is_linear=0
shrinkage=0.00196078


Tree=8875
num_leaves=6
num_cat=0
split_feature=1 42 15 2 0
split_gain=1.10958e-05 3.02017e-05 3.83608e-05 3.25145e-05 2.62566e-05
threshold=0.12500000000000003 0.088915000000000008 0.024640000000000006 0.098260000000000014 -0.10151999999999999
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.0074503282346995176 0.0093639486573335647 -0.015993254320658915 -0.015684335721076272 0.01574208516273579 -0.014055255528141235
leaf_weight=0.0012895731799329553 0.001074708655651237 0.001189336804605195 0.0010224949826116896 0.0018658482433983538 0.0010142239073023308
leaf_count=163 279 810 759 443 667
internal_value=0 -0.00161931 0.00167325 0.00592974 -0.00201729
internal_weight=0 0.00638148 0.00519214 0.00416965 0.0023038
internal_count=3121 2842 2032 1273 830
is_linear=0
shrinkage=0.1


Tree=8876
num_leaves=7
num_cat=0
split_feature=1 3 133 3 15 15
split_gain=2.64038e-05 2.5563e-05 5.69801e-05 6.40067e-05 2.43127e-05 4.25026e-05
threshold=0.10293500000000001 -0.12018999999999998 0.083950000000000011 -1.0000000180025095e-35 -0.037864999999999989 -0.15026499999999995
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=0.00015629032172043817 0.00031274869992585871 -0.00073161759610275066 0.00017929582844034486 -8.7771367800577304e-05 0.00036492818870658409 -0.00020919202305741218
leaf_weight=0.0011324111007783057 0.0010484444081751928 0.0010008529375251038 0.0011480795454152978 0.001459035092692122 0.0011008968815034935 0.0014018813593904061
leaf_count=206 263 1136 838 205 205 268
internal_value=0 -0.000100725 -0.000181392 -0.000349733 0.000122883 1.41358e-05
internal_weight=0 0.00474038 0.00360797 0.00245989 0.00355122 0.00245033
internal_count=3121 2385 2179 1341 736 531
is_linear=0
shrinkage=0.00196078


Tree=8877
num_leaves=5
num_cat=0
split_feature=52 0 15 4
split_gain=1.14118e-05 2.70367e-05 3.84801e-05 4.74033e-05
threshold=0.11434500000000002 -0.019414999999999998 -0.0063699999999999989 0.24564500000000003
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=-0.019700987475995871 -0.0099747390727112899 0.01295180656892158 0.0096096718294600026 0.0051432916585876839
leaf_weight=0.0017563332333038325 0.0010004204632420516 0.0015633603770950598 0.0017732656061656745 0.0013647581921256563
leaf_count=1014 501 307 1044 255
internal_value=0 0.00150312 -0.00215384 -0.00883734
internal_weight=0 0.00645772 0.00489436 0.00312109
internal_count=3121 2620 2313 1269
is_linear=0
shrinkage=0.1


Tree=8878
num_leaves=6
num_cat=0
split_feature=457 1 43 2 1
split_gain=1.04059e-05 2.86299e-05 1.83309e-05 3.89546e-05 1.65962e-05
threshold=0.045365000000000009 0.12337000000000002 -0.063379999999999978 0.09142500000000002 0.086560000000000012
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.0030841415047869786 0.0088819260698765907 0.013255160471917812 -0.024035334215225843 0.0078117986674462129 -0.0096965743536633273
leaf_weight=0.0019377487196776122 0.0011134123044691828 0.001076666659212455 0.0011499151011721597 0.0010440720270297947 0.0011245114270740006
leaf_count=1141 289 275 834 349 233
internal_value=0 -0.00160096 -0.00464402 -0.00915668 -0.00126711
internal_weight=0 0.00633291 0.00525625 0.0033185 0.00216858
internal_count=3121 2832 2557 1416 582
is_linear=0
shrinkage=0.1


Tree=8879
num_leaves=7
num_cat=0
split_feature=50 4 151 16 16 52
split_gain=1.98299e-05 2.83219e-05 3.39006e-05 3.53075e-05 2.88257e-05 4.83979e-05
threshold=0.079410000000000008 0.40473500000000007 -0.024429999999999997 -0.084119999999999986 0.071345000000000006 0.091275000000000009
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=0.00031441071347573134 -0.00024646819120551416 0.00034109399406265933 -0.00030667608785517358 0.00027861302886327151 -0.00039012946406282855 0.00020908215942442917
leaf_weight=0.0010100821137501133 0.0010912113913100962 0.0010122346003278611 0.0017238898448547124 0.0012214210377887434 0.0010741500289477067 0.0010013377029240557
leaf_count=381 609 279 580 812 402 58
internal_value=0 3.75942e-05 -1.33458e-05 -7.92837e-05 3.96153e-05 -0.000101034
internal_weight=0 0.00704312 0.00603088 0.0050208 0.00329691 0.00207549
internal_count=3121 2512 2233 1852 1272 460
is_linear=0
shrinkage=0.00196078


Tree=8880
num_leaves=6
num_cat=0
split_feature=42 157 0 3 1
split_gain=1.97105e-05 4.66775e-05 3.13653e-05 5.87934e-05 4.72866e-05
threshold=-0.025789999999999997 -1.0000000180025095e-35 -0.059114999999999994 -0.078934999999999991 0.094385000000000011
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
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leaf_value=-0.00022396784128134788 -0.0003420983625000933 -0.00039487555875290526 0.00033259671776118192 -0.00017536649470925448 0.00033340031919152784
leaf_weight=0.001297100131447672 0.0010421345914599818 0.0010096448213908153 0.0016985914698309061 0.0010951159705649229 0.0019583889742312032
leaf_count=712 506 797 343 345 418
internal_value=0 3.97759e-05 0.000108846 1.53075e-05 0.000150935
internal_weight=0 0.00680388 0.00576174 0.00406315 0.0030535
internal_count=3121 2409 1903 1560 763
is_linear=0
shrinkage=0.00196078


Tree=8881
num_leaves=6
num_cat=0
split_feature=52 0 1 3 42
split_gain=1.01677e-05 2.05899e-05 3.65249e-05 4.51405e-05 3.24962e-05
threshold=0.11434500000000002 -0.019414999999999998 0.11181500000000001 0.084940000000000015 0.083865000000000009
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.017203073326808392 -0.0094108262029895806 0.011416407520037038 -0.013714441621457858 0.019932449704870039 0.0081296694331596513
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leaf_count=937 501 307 325 137 914
internal_value=0 0.00142086 -0.00176841 0.00447578 -0.00460611
internal_weight=0 0.00645886 0.00489653 0.00321569 0.00202554
internal_count=3121 2620 2313 1988 1851
is_linear=0
shrinkage=0.1


Tree=8882
num_leaves=6
num_cat=0
split_feature=1 0 133 47 15
split_gain=1.59416e-05 3.53682e-05 7.22021e-05 1.95718e-05 2.56825e-05
threshold=0.090405000000000013 -0.084269999999999984 1.0000000180025095e-35 0.092530000000000015 -0.031204999999999997
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -2
right_child=3 2 -4 -5 -6
leaf_value=-0.00037077499330652773 0.00031849221490523979 0.00035108399317014332 -0.00034899065690767998 -9.53711504035167e-05 -5.7199208370394465e-05
leaf_weight=0.0012263328116645538 0.0017712625295095187 0.0012814369855396095 0.0010150501129006389 0.0016804991935369037 0.0011562406054883168
leaf_count=989 475 517 494 228 418
internal_value=0 -0.00010192 4.16501e-05 7.32912e-05 0.00017011
internal_weight=0 0.00352282 0.00229649 0.004608 0.0029275
internal_count=3121 2000 1011 1121 893
is_linear=0
shrinkage=0.00196078


Tree=8883
num_leaves=5
num_cat=0
split_feature=1 4 13 3
split_gain=1.2878e-05 2.50675e-05 1.79865e-05 3.43486e-05
threshold=0.090405000000000013 -0.15764999999999998 -0.00096999999999999983 0.10893000000000001
decision_type=2 2 2 2
left_child=1 -1 -2 -4
right_child=2 -3 3 -5
leaf_value=0.0053681667303498862 0.012197904956362431 -0.012439934601387474 0.0080837058185522278 -0.014897050087268635
leaf_weight=0.0013856813185819236 0.0015442825800391319 0.0018401643116316094 0.0015854235750215307 0.001102817337782263
leaf_count=142 679 1858 340 102
internal_value=0 -0.00479036 0.003597 -0.00134386
internal_weight=0 0.00322585 0.00423252 0.00268824
internal_count=3121 2000 1121 442
is_linear=0
shrinkage=0.1


Tree=8884
num_leaves=7
num_cat=0
split_feature=484 42 12 52 49 16
split_gain=2.25261e-05 2.31056e-05 2.69736e-05 4.3432e-05 6.24472e-05 3.15354e-05
threshold=0.073690000000000019 -0.025789999999999997 0.098810000000000023 0.070205000000000017 -0.043469999999999995 -0.25582999999999995
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=-0.00029541095714525294 0.00025811840448887582 0.00028916472712760852 -0.00028683541838345184 0.00036548049062452961 4.9575465175258123e-06 -0.00046345951042759087
leaf_weight=0.0011919586039873921 0.0010754807431112966 0.0013174057097351311 0.0010155507699563136 0.0013373458539929347 0.0010175728353398669 0.0012092330966742158
leaf_count=663 394 251 244 571 158 840
internal_value=0 -4.64206e-05 3.90687e-06 6.43924e-05 -4.92179e-05 -0.000249409
internal_weight=0 0.00708907 0.00589711 0.00488156 0.00354421 0.00222681
internal_count=3121 2727 2064 1820 1249 998
is_linear=0
shrinkage=0.00196078


Tree=8885
num_leaves=6
num_cat=0
split_feature=1 15 47 48 4
split_gain=1.14798e-05 2.52007e-05 3.33285e-05 5.15468e-05 2.07436e-05
threshold=0.077565000000000009 1.0000000180025095e-35 0.092530000000000015 0.085130000000000025 -0.17966999999999997
decision_type=2 2 2 2 2
left_child=4 2 3 -2 -1
right_child=1 -3 -4 -5 -6
leaf_value=0.0029006900132383241 0.023180270461538855 -0.011639346444429309 -0.0058129416041155868 -0.0053383203698714648 -0.016677520408442097
leaf_weight=0.0011714794126793835 0.0017009089438502732 0.0010195880198504313 0.0015544856253354639 0.0010102140258925123 0.0010058302102205127
leaf_count=78 603 433 259 190 1558
internal_value=0 0.00248453 0.00586049 0.0125537 -0.00614366
internal_weight=0 0.0052852 0.00426561 0.00271112 0.00217731
internal_count=3121 1485 1052 793 1636
is_linear=0
shrinkage=0.1


Tree=8886
num_leaves=5
num_cat=0
split_feature=1 16 15 0
split_gain=9.92677e-06 2.81431e-05 2.10191e-05 4.4263e-05
threshold=0.10937500000000001 -0.071854999999999988 1.0000000180025095e-35 -0.10151999999999999
decision_type=2 2 2 2
left_child=2 -2 3 -1
right_child=1 -3 -4 -5
leaf_value=0.013447359139873691 0.015715598861706797 -0.005315399850260318 -0.013470926732259143 -0.0088558331693421571
leaf_weight=0.0016345520577517802 0.0012532017558992887 0.0012925530487943588 0.0013156402746502226 0.0019530397426917986
leaf_count=317 305 243 1153 1103
internal_value=0 0.00503755 -0.00265912 0.00130578
internal_weight=0 0.00254575 0.00490323 0.00358759
internal_count=3121 548 2573 1420
is_linear=0
shrinkage=0.1


Tree=8887
num_leaves=6
num_cat=0
split_feature=15 43 16 48 13
split_gain=1.03401e-05 2.05579e-05 3.76802e-05 3.18338e-05 3.65102e-05
threshold=-0.11713499999999999 -0.17390999999999998 0.15891500000000003 0.086260000000000017 -0.029529999999999997
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.007607220305469448 0.013843705164696549 -0.0034235214550964151 -0.017334474464190407 -0.010410389812238597 0.020292873378757657
leaf_weight=0.0014485985029819137 0.0011473175902857865 0.0011692976058280053 0.0010979208861464033 0.0011169492847529225 0.0014590841639304339
leaf_count=484 184 1098 421 263 671
internal_value=0 0.00180772 -0.00104349 0.00373212 0.00974208
internal_weight=0 0.00599057 0.00484325 0.00374533 0.00262838
internal_count=3121 2637 2453 2032 1769
is_linear=0
shrinkage=0.1


Tree=8888
num_leaves=6
num_cat=0
split_feature=42 160 151 1 0
split_gain=1.03878e-05 2.8521e-05 2.35749e-05 5.07702e-05 3.22224e-05
threshold=-0.025789999999999997 -1.0000000180025095e-35 -0.0077149999999999988 0.094825000000000007 -0.057069999999999989
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0085902148657600839 -0.01068549845113074 -0.0082237675643195111 -0.014594499023176872 0.021311405876963299 0.010743650590110532
leaf_weight=0.0011886430814789031 0.0014484561519150325 0.0010122304586179867 0.0010036070308721678 0.0017692759067495819 0.0010039488563514574
leaf_count=712 837 303 716 440 113
internal_value=0 0.00161007 0.00532888 0.00896113 -0.00192327
internal_weight=0 0.00623752 0.00478906 0.00377683 0.00200756
internal_count=3121 2409 1572 1269 829
is_linear=0
shrinkage=0.1


Tree=8889
num_leaves=6
num_cat=0
split_feature=42 49 1 4 0
split_gain=9.61387e-06 2.27289e-05 2.40148e-05 3.1492e-05 1.31984e-05
threshold=0.091735000000000025 -0.00064499999999999985 0.111945 -0.0016099999999999997 -0.014954999999999998
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.0080140238540985995 -0.0087652386445985758 0.015963614110829617 0.017345548560130822 -0.012272158531901049 0.00028102620164356581
leaf_weight=0.001808390399891985 0.0010746973936609869 0.0010668307150547766 0.0012044506083678614 0.0011781539333326676 0.001079817848381829
leaf_count=571 667 1077 234 393 179
internal_value=0 0.00146345 0.00524751 0.000864845 0.00807488
internal_weight=0 0.00633764 0.00452925 0.0033248 0.00214665
internal_count=3121 2454 1883 1649 1256
is_linear=0
shrinkage=0.1


Tree=8890
num_leaves=6
num_cat=0
split_feature=484 48 0 16 12
split_gain=1.4661e-05 1.95976e-05 0.000108369 4.35203e-05 7.14918e-05
threshold=0.073690000000000019 0.083985000000000018 -0.18113999999999997 -0.078844999999999985 0.051320000000000005
decision_type=2 2 2 2 2
left_child=1 3 -3 -1 -5
right_child=-2 2 -4 4 -6
leaf_value=0.0001138449872318009 0.00020463759107565356 -0.00030630550618436568 0.00053120083163013814 3.2371794672905997e-05 -0.00059550426122758151
leaf_weight=0.0019146675987312006 0.0010804709965507118 0.0012107862937020888 0.0011660629424152039 0.0014479844786633674 0.0013447043092546492
leaf_count=992 394 81 455 216 983
internal_value=0 -4.0567e-05 0.000104568 -0.000113849 -0.000269956
internal_weight=0 0.00708421 0.00237685 0.00470736 0.00279269
internal_count=3121 2727 536 2191 1199
is_linear=0
shrinkage=0.00196078


Tree=8891
num_leaves=6
num_cat=0
split_feature=42 49 16 52 13
split_gain=2.00139e-05 2.94311e-05 2.91281e-05 2.75537e-05 3.08286e-05
threshold=-1.0000000180025095e-35 -0.047584999999999995 -0.18708499999999997 -0.0064899999999999992 -0.029529999999999997
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=-0.00023125930428110646 0.00026204449760487908 -0.00027197411867823057 -0.00014396557692597899 -3.7794904626675195e-05 0.00043830377120191398
leaf_weight=0.0013180574887457887 0.001633646065724732 0.0014817454492223291 0.0015506883477977591 0.0010427850662522813 0.0010488384112248216
leaf_count=862 360 298 751 718 132
internal_value=0 3.28727e-05 -4.01916e-05 5.41008e-05 0.000200943
internal_weight=0 0.0067577 0.00512406 0.00364231 0.00209162
internal_count=3121 2259 1899 1601 850
is_linear=0
shrinkage=0.00196078


Tree=8892
num_leaves=6
num_cat=0
split_feature=457 1 1 3 2
split_gain=1.02337e-05 2.20711e-05 1.67831e-05 1.71531e-05 1.46938e-07
threshold=0.045365000000000009 0.12337000000000002 0.096125000000000016 -0.083924999999999986 0.11067500000000001
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -4
right_child=-2 -3 4 -5 -6
leaf_value=0.0090426910645768875 0.0088203450235422066 0.011434619798388364 -0.012299727623375015 -0.0058110682908614798 -0.010590201399387385
leaf_weight=0.0013053913906397969 0.0011104330658901007 0.0010789896741564744 0.0010019183533172089 0.0019223083233622035 0.0010092472434939034
leaf_count=858 289 275 327 1202 170
internal_value=0 -0.00158915 -0.00427151 0.000196296 -0.0114418
internal_weight=0 0.00631785 0.00523887 0.0032277 0.00201117
internal_count=3121 2832 2557 2060 497
is_linear=0
shrinkage=0.1


Tree=8893
num_leaves=6
num_cat=0
split_feature=47 4 160 1 16
split_gain=3.29645e-05 6.46444e-05 2.9948e-05 4.57685e-05 4.36823e-05
threshold=0.11669500000000001 0.24564500000000003 -0.027994999999999996 0.090840000000000018 -0.083539999999999989
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=0.00024048627863477721 -0.00033087696750866365 0.00038799378148141728 0.00032927191971142471 -0.00039108853588789281 -0.00016413072182497874
leaf_weight=0.0010724121876076204 0.0010176162663198887 0.0016433116016456037 0.0011050463161179401 0.001596863173620254 0.0018361190451649106
leaf_count=700 133 396 492 501 899
internal_value=0 4.59731e-05 -5.42056e-05 -0.000123846 2.12491e-05
internal_weight=0 0.00725375 0.00561044 0.00453803 0.00294117
internal_count=3121 2988 2592 1892 1391
is_linear=0
shrinkage=0.00196078


Tree=8894
num_leaves=7
num_cat=0
split_feature=1 13 3 3 16 1
split_gain=2.86877e-05 3.18833e-05 3.23349e-05 2.75399e-05 5.89106e-05 2.47685e-05
threshold=0.08844500000000001 -0.0025349999999999995 0.10893000000000001 0.0051600000000000005 0.0057500000000000008 0.10781
decision_type=2 2 2 2 2 2
left_child=3 -2 5 4 -1 -3
right_child=1 2 -4 -5 -6 -7
leaf_value=-0.00061815883737300291 0.00028502065346298075 -0.00010040961118542358 -0.0002848328638357133 8.7853717377324239e-05 4.0352051311884709e-05 0.00033146297250255535
leaf_weight=0.0010372932836280996 0.0019045766054967823 0.0010126783732188754 0.0012325230498185583 0.0011827459154332169 0.0010520452027013498 0.0010297065687695493
leaf_count=1396 747 233 103 124 374 144
internal_value=0 8.32916e-05 -3.40272e-05 -0.000151234 -0.000286579 0.000117327
internal_weight=0 0.00517948 0.00327491 0.00327208 0.00208934 0.00204238
internal_count=3121 1227 480 1894 1770 377
is_linear=0
shrinkage=0.00196078


Tree=8895
num_leaves=6
num_cat=0
split_feature=42 160 49 0 0
split_gain=1.04002e-05 2.47149e-05 2.17161e-05 3.80645e-05 5.12796e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.047584999999999995 -0.10474999999999998 -0.053834999999999994
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=-0.0085203743614387147 -0.0098121595775789265 0.016080007476472161 -0.011776550128670064 0.024716502717250857 -0.0066790975237550412
leaf_weight=0.0012102118532411645 0.0014537571363346293 0.0013045623969186997 0.0014031093980587037 0.0010755841122447819 0.0010076080200553475
leaf_count=862 828 257 214 685 275
internal_value=0 0.0016084 0.0050739 0.000955447 0.00953093
internal_weight=0 0.00624462 0.00479086 0.0034863 0.00208319
internal_count=3121 2259 1431 1174 960
is_linear=0
shrinkage=0.1


Tree=8896
num_leaves=6
num_cat=0
split_feature=42 160 151 12 16
split_gain=2.01139e-05 3.53461e-05 3.81044e-05 5.59745e-05 5.08862e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 0.095330000000000012 -0.071854999999999988
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.00022607794412475655 -0.00021787047363024109 -0.00021691959797346522 0.00057725279355226155 -0.00017715415855713357 6.8485566175982649e-05
leaf_weight=0.0013064666273532753 0.0015711576679485638 0.0010434211613379379 0.0016179143384252479 0.0010972140017551824 0.0014184832881580496
leaf_count=862 828 300 475 289 367
internal_value=0 3.97244e-05 0.000117901 0.000202417 0.000339577
internal_weight=0 0.00674819 0.00517703 0.00413361 0.0030364
internal_count=3121 2259 1431 1131 842
is_linear=0
shrinkage=0.00196078


Tree=8897
num_leaves=6
num_cat=0
split_feature=47 4 160 13 1
split_gain=1.97717e-05 6.11698e-05 3.73786e-05 4.71224e-05 5.25032e-05
threshold=0.11596500000000001 0.24564500000000003 -0.027994999999999996 -0.084034999999999985 0.090840000000000018
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.00026652243248227807 -0.00026185621679460308 0.00036614950106181879 0.00011497029183806728 -7.6302737022922119e-05 -0.00062340438961857952
leaf_weight=0.0010415288319162381 0.0010129793486066546 0.0016167936362581625 0.0016628020070975098 0.0016328493420335794 0.0011488950659786974
leaf_count=699 139 396 487 999 401
internal_value=0 3.09642e-05 -6.78178e-05 -0.000146167 -0.000302263
internal_weight=0 0.00710287 0.00548608 0.00444455 0.00278174
internal_count=3121 2982 2586 1887 1400
is_linear=0
shrinkage=0.00196078


Tree=8898
num_leaves=6
num_cat=0
split_feature=4 151 47 1 12
split_gain=1.84067e-05 3.34078e-05 5.19119e-05 3.75046e-05 3.72552e-05
threshold=0.27834500000000006 -0.024429999999999997 0.10254000000000001 0.090840000000000018 0.086850000000000024
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.00025793590972843987 0.00019844665944524501 -0.00029273598586389391 0.00028110615882248299 -0.00045450242334192203 0.00012986842255753001
leaf_weight=0.0011249563680622117 0.0013593166414119316 0.0015901462037677203 0.0010580436582165878 0.0015080582982083331 0.0016181325193872077
leaf_count=452 340 651 167 448 1063
internal_value=0 -5.11898e-05 -0.000111413 -0.000199469 -7.95906e-05
internal_weight=0 0.00689934 0.00577438 0.00471634 0.00320828
internal_count=3121 2781 2329 2162 1714
is_linear=0
shrinkage=0.00196078


Tree=8899
num_leaves=6
num_cat=0
split_feature=484 49 4 47 49
split_gain=1.03772e-05 1.63226e-05 2.78165e-05 4.3422e-05 3.76001e-05
threshold=0.044540000000000003 0.0093850000000000027 -0.084369999999999987 0.092530000000000015 -0.054319999999999993
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.015729244318043723 0.0094206796819940337 0.010206622057064699 -0.0075395398409803249 -0.015494135965581454 0.016116982985873982
leaf_weight=0.0014161009312599416 0.0010025865906045338 0.0010042283908508233 0.0010765670368077518 0.0011912606256924583 0.0017873198190404664
leaf_count=513 435 506 264 206 1197
internal_value=0 -0.00151226 -0.00366322 0.000550369 0.00722423
internal_weight=0 0.00647548 0.00547125 0.00405515 0.00286389
internal_count=3121 2686 2180 1667 1461
is_linear=0
shrinkage=0.1


Tree=8900
num_leaves=6
num_cat=0
split_feature=484 48 0 16 12
split_gain=8.41473e-06 1.43737e-05 9.91408e-05 3.57798e-05 5.23117e-05
threshold=0.044540000000000003 0.083985000000000018 -0.18113999999999997 -0.078844999999999985 0.051320000000000005
decision_type=2 2 2 2 2
left_child=1 3 -3 -1 -5
right_child=-2 2 -4 4 -6
leaf_value=0.0062275760834565805 0.0084861696353487007 -0.015475734372948921 0.027171544055958553 0.0014704108018292481 -0.027343607327111847
leaf_weight=0.0017569345994382936 0.0010017414128775512 0.0011220820957201089 0.0010600481728129073 0.0013129697541802527 0.0012114121461943733
leaf_count=982 435 81 454 213 956
internal_value=0 -0.0013637 0.00524171 -0.0047304 -0.012357
internal_weight=0 0.00646345 0.00218213 0.00428132 0.00252438
internal_count=3121 2686 535 2151 1169
is_linear=0
shrinkage=0.1


Tree=8901
num_leaves=6
num_cat=0
split_feature=16 4 16 16 2
split_gain=1.04818e-05 3.81281e-05 2.50786e-05 2.18112e-05 2.66541e-05
threshold=0.38525000000000004 -0.27825499999999997 0.0039400000000000008 -0.088159999999999988 0.092365000000000017
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.019269707359127392 0.0093274640259549697 0.013818047007089976 0.015476972734267531 -0.011124617589918204 -0.0057842413781545553
leaf_weight=0.0010202308244346252 0.0010296825447582156 0.0013445428541915363 0.0010752013693764257 0.0015426418060468291 0.0014329358489413801
leaf_count=155 311 529 392 1334 400
internal_value=0 -0.00154148 0.00181084 -0.00159042 0.00370498
internal_weight=0 0.00641555 0.00539532 0.00432012 0.00277748
internal_count=3121 2810 2655 2263 929
is_linear=0
shrinkage=0.1


Tree=8902
num_leaves=5
num_cat=0
split_feature=0 43 13 48
split_gain=9.10143e-06 2.1761e-05 3.20038e-05 2.56546e-05
threshold=-0.019414999999999998 -0.079329999999999984 -0.059629999999999996 0.085130000000000025
decision_type=2 2 2 2
left_child=1 -1 -3 -4
right_child=-2 2 3 -5
leaf_value=-0.012089854295183632 0.0060794630674896799 0.013763987804949463 0.0037230516151802381 -0.016376366743649996
leaf_weight=0.0015552601131517824 0.0018340229774258497 0.0014443166389693598 0.0014973188666541847 0.0011027133748579649
leaf_count=942 365 913 727 174
internal_value=0 -0.00203713 0.00182865 -0.00480142
internal_weight=0 0.00559961 0.00404435 0.00260003
internal_count=3121 2756 1814 901
is_linear=0
shrinkage=0.1


Tree=8903
num_leaves=6
num_cat=0
split_feature=52 0 47 15 3
split_gain=1.93837e-05 3.64292e-05 4.07238e-05 2.64221e-05 3.1681e-05
threshold=0.11434500000000002 -0.019414999999999998 1.0000000180025095e-35 0.024640000000000006 0.090900000000000009
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-1.3615890672701428e-05 -0.00024876503447383993 0.00028916034644173115 -0.00030309041322551045 -0.00016452652800143404 0.00044087651925831884
leaf_weight=0.0013050927800866031 0.001058595736921927 0.001660377320197348 0.0016139581060661918 0.001205728331866429 0.0010756763595859782
leaf_count=885 501 307 336 940 152
internal_value=0 3.62982e-05 -4.44344e-05 7.19633e-05 0.000191732
internal_weight=0 0.00686083 0.00520046 0.0035865 0.00238077
internal_count=3121 2620 2313 1977 1037
is_linear=0
shrinkage=0.00196078


Tree=8904
num_leaves=7
num_cat=0
split_feature=13 39 151 160 12 1
split_gain=1.56142e-05 2.23668e-05 3.17725e-05 5.38155e-05 6.8583e-05 4.78001e-05
threshold=-0.23438999999999996 0.0046100000000000004 -0.0083949999999999979 -1.0000000180025095e-35 0.092355000000000007 0.095285000000000022
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=0.00022403467556215962 -0.0003616903993699488 0.00023242585288535476 -0.00040096387197155795 4.8556002014683593e-05 -0.00031242452140037373 0.00059513432829209456
leaf_weight=0.0010012317461318429 0.00124958932052975 0.0010038886481871564 0.0010441856057955049 0.0014436809604003295 0.0010637730565206242 0.0010718827616592651
leaf_count=169 401 330 671 797 623 130
internal_value=0 -3.80472e-05 -8.42791e-05 -9.30371e-06 0.000104954 0.000281453
internal_weight=0 0.006877 0.00587311 0.00462352 0.00357934 0.00251556
internal_count=3121 2952 2622 2221 1550 927
is_linear=0
shrinkage=0.00196078


Tree=8905
num_leaves=6
num_cat=0
split_feature=1 48 4 2 16
split_gain=2.91432e-05 3.66328e-05 4.1821e-05 3.81513e-05 3.06001e-05
threshold=0.10937500000000001 0.083985000000000018 -0.076779999999999987 0.096540000000000015 -0.071854999999999988
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -2
right_child=4 -3 -4 -5 -6
leaf_value=-0.00026233677249237687 0.00036044861120613315 0.0001703501396771462 -0.00040041092387877949 0.00026273133735723973 -4.5968586629267086e-05
leaf_weight=0.0010644361085879396 0.0013962984675833215 0.0015016811885019991 0.0018947597237932378 0.0010636904485453545 0.0014539039039146052
leaf_count=817 305 430 1178 148 243
internal_value=0 -9.09839e-05 -0.000188536 1.05295e-07 0.000153133
internal_weight=0 0.00552457 0.00402289 0.00212813 0.0028502
internal_count=3121 2573 2143 965 548
is_linear=0
shrinkage=0.00196078


Tree=8906
num_leaves=6
num_cat=0
split_feature=150 15 0 43 43
split_gain=8.61573e-06 2.8419e-05 3.29949e-05 3.01581e-05 3.35811e-05
threshold=0.081835000000000019 -0.037864999999999989 -0.10836499999999999 -0.084004999999999982 0.05259500000000001
decision_type=2 2 2 2 2
left_child=1 2 -1 -3 -5
right_child=-2 3 -4 4 -6
leaf_value=-0.020099097539651695 0.0070528831993644557 0.015619551813040365 0.0031192206137927773 -0.014855928511787809 0.0098872824944805076
leaf_weight=0.0013918325808019178 0.0013921284030757658 0.0013801447436744725 0.0010924382564234131 0.0011677993697370962 0.0010343203952145126
leaf_count=241 420 375 860 972 253
internal_value=0 -0.00167013 -0.00988903 0.00402961 -0.00323421
internal_weight=0 0.00606654 0.00248427 0.00358226 0.00220212
internal_count=3121 2701 1101 1600 1225
is_linear=0
shrinkage=0.1


Tree=8907
num_leaves=7
num_cat=0
split_feature=52 12 16 51 13 0
split_gain=2.41529e-05 3.96001e-05 4.04905e-05 3.81082e-05 3.33992e-05 4.55748e-05
threshold=-0.16675999999999999 0.098810000000000023 0.0039400000000000008 0.078435000000000019 -0.094514999999999988 -0.14226499999999997
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=-0.00029384595420234836 0.00017538806974017195 -0.00030346984005097882 0.0003441595498055517 0.00031052581418395162 3.9486958289365742e-05 -0.00052750802819606635
leaf_weight=0.0010086783691696157 0.0010269886480866182 0.0011492533127113449 0.0017582377295159105 0.0010737636612388793 0.0010550871752116214 0.0011274605841237926
leaf_count=435 217 371 353 312 167 1266
internal_value=0 3.01526e-05 9.3616e-05 -9.22873e-06 -0.000116204 -0.000253411
internal_weight=0 0.00719079 0.00604154 0.0042833 0.00320954 0.00218255
internal_count=3121 2686 2315 1962 1650 1433
is_linear=0
shrinkage=0.00196078


Tree=8908
num_leaves=6
num_cat=0
split_feature=4 42 0 15 16
split_gain=1.66331e-05 2.48018e-05 3.52844e-05 5.24162e-05 1.9925e-05
threshold=0.40473500000000007 1.0000000180025095e-35 -0.019414999999999998 -0.074054999999999996 -0.014034999999999997
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -3
right_child=-2 4 -4 -5 -6
leaf_value=0.00018856281485717853 0.00021058688898064609 -0.00040021495184428262 0.00030407534476390845 -0.00031668898117120209 -2.2984092497989237e-05
leaf_weight=0.00153341089417658 0.0012073960271779946 0.0010833421147408795 0.0013818550916023719 0.0016270559328058337 0.0010700395516151059
leaf_count=414 304 805 218 759 621
internal_value=0 -3.94435e-05 4.2723e-05 -7.15484e-05 -0.000212765
internal_weight=0 0.0066957 0.00454232 0.00316047 0.00215338
internal_count=3121 2817 1391 1173 1426
is_linear=0
shrinkage=0.00196078


Tree=8909
num_leaves=6
num_cat=0
split_feature=3 13 48 2 15
split_gain=1.77886e-05 2.79833e-05 5.39358e-05 7.83285e-05 3.07557e-05
threshold=0.11658 -0.095539999999999986 0.083985000000000018 0.084245000000000014 -0.016799999999999995
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.00035725051996745959 0.00016446781162030228 -9.5224765011136031e-05 0.00034796249071166211 -0.00041876737543008937 0.00037469804466033605
leaf_weight=0.0010004971533386052 0.0018001297493810157 0.001076932688625157 0.0012932272427434704 0.0017728121750394997 0.0010649989810292632
leaf_count=217 240 257 438 1476 493
internal_value=0 -5.69105e-05 7.87455e-07 -0.000113901 0.000138428
internal_weight=0 0.00620847 0.00520797 0.00391474 0.00214193
internal_count=3121 2881 2664 2226 750
is_linear=0
shrinkage=0.00196078


Tree=8910
num_leaves=6
num_cat=0
split_feature=4 151 16 16 0
split_gain=1.12516e-05 2.16341e-05 2.8298e-05 2.59824e-05 3.76301e-05
threshold=0.40473500000000007 -0.024429999999999997 -0.092484999999999984 0.033715000000000009 0.030935000000000004
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.01154898764375256 0.0091065017471357642 -0.015271867376149743 0.010734631858373971 -0.01862208160816739 0.0076626794043194585
leaf_weight=0.0010324926126559705 0.0011373354808693137 0.0016233253063883024 0.0014954969796988648 0.0011681609753318323 0.0010204543954707192
leaf_count=473 304 482 1267 420 175
internal_value=0 -0.00169521 -0.0042717 0.000575291 -0.00636666
internal_weight=0 0.00633993 0.00530744 0.00368411 0.00218862
internal_count=3121 2817 2344 1862 595
is_linear=0
shrinkage=0.1


Tree=8911
num_leaves=6
num_cat=0
split_feature=3 13 13 2 2
split_gain=1.10589e-05 6.28716e-05 3.44908e-05 2.60638e-05 3.19498e-05
threshold=-0.078934999999999991 -0.023499999999999997 -0.061684999999999997 0.11215000000000001 0.089775000000000008
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.023161558466003585 0.013968020606820631 0.0084031847329470218 -0.0089111374159537102 -0.016599470910498015 0.01568562224432991
leaf_weight=0.0011192933721380972 0.0017551057180572554 0.0014465728236537508 0.0011080341366965663 0.0010274244417748063 0.0010089792864612004
leaf_count=956 671 786 253 201 254
internal_value=0 -0.00536613 0.00273766 -0.0035307 0.0028118
internal_weight=0 0.00256587 0.00489954 0.00314444 0.00211701
internal_count=3121 1742 1379 708 507
is_linear=0
shrinkage=0.1


Tree=8912
num_leaves=7
num_cat=0
split_feature=50 4 151 1 0 4
split_gain=2.24154e-05 3.52635e-05 4.83911e-05 3.86803e-05 3.78067e-05 3.7242e-05
threshold=0.079410000000000008 0.40473500000000007 -0.024429999999999997 0.083835000000000007 -0.10607499999999999 -0.15764999999999998
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=0.00036884776119096492 -0.00027002850877395597 0.00037348184643279608 0.00029086685376523654 -4.6134529847694822e-05 -0.00052697413354518678 -0.00019742801417864747
leaf_weight=0.0010161292700075746 0.0010554572698355056 0.001019964001710707 0.0013612968791680462 0.0013451750157036089 0.0011803016383180756 0.0010745465987978264
leaf_count=381 609 279 77 139 392 1244
internal_value=0 3.65132e-05 -2.09855e-05 -0.000100827 -0.000270859 7.54607e-05
internal_weight=0 0.00699741 0.00597745 0.00496132 0.00252548 0.00243584
internal_count=3121 2512 2233 1852 531 1321
is_linear=0
shrinkage=0.00196078


Tree=8913
num_leaves=5
num_cat=0
split_feature=1 3 2 52
split_gain=1.26215e-05 1.95023e-05 1.91218e-05 4.09956e-05
threshold=0.10293500000000001 0.11296500000000002 0.10097500000000002 -0.0064899999999999992
decision_type=2 2 2 2
left_child=2 -2 3 -1
right_child=1 -3 -4 -5
leaf_value=-0.013466218928430296 0.011436062796764568 -0.0043978413181091185 -0.015045998538379485 0.0096440634803577428
leaf_weight=0.0012876830558068366 0.0018338156563963779 0.0013509084534458042 0.0010875635134621996 0.0019004299824369321
leaf_count=690 523 213 417 1278
internal_value=0 0.00471958 -0.00359612 0.00030979
internal_weight=0 0.00318472 0.00427568 0.00318811
internal_count=3121 736 2385 1968
is_linear=0
shrinkage=0.1


Tree=8914
num_leaves=5
num_cat=0
split_feature=3 1 4 4
split_gain=1.08904e-05 1.72276e-05 2.45385e-05 3.99284e-05
threshold=0.11658 0.10752500000000002 -0.0016099999999999997 -0.084369999999999987
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=-0.011111422140215802 0.0070512949939755092 0.0061827619085558635 -0.01647591299420733 0.013628479125348187
leaf_weight=0.0014582554866963283 0.0016773066462609622 0.001749413403253167 0.0013862359582048215 0.0011804276604823378
leaf_count=551 240 403 619 1308
internal_value=0 -0.00210226 -0.00570331 -4.39077e-05
internal_weight=0 0.00577433 0.00402492 0.00263868
internal_count=3121 2881 2478 1859
is_linear=0
shrinkage=0.1


Tree=8915
num_leaves=6
num_cat=0
split_feature=4 42 0 15 16
split_gain=1.00139e-05 1.86963e-05 3.19459e-05 4.92934e-05 1.85692e-05
threshold=0.40473500000000007 1.0000000180025095e-35 -0.019414999999999998 -0.074054999999999996 -0.014034999999999997
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -3
right_child=-2 4 -4 -5 -6
leaf_value=0.009648128740276006 0.0086204423009618916 -0.019032125191278546 0.015130602270667679 -0.016109967401883626 0.00013410341205341914
leaf_weight=0.0014454535784072917 0.0011324974909897884 0.0010183854882535486 0.00131410669215116 0.0015286902110544425 0.0010037101825324526
leaf_count=414 304 805 218 759 621
internal_value=0 -0.0015919 0.00214586 -0.00359136 -0.00951856
internal_weight=0 0.00631035 0.00428825 0.00297414 0.0020221
internal_count=3121 2817 1391 1173 1426
is_linear=0
shrinkage=0.1


Tree=8916
num_leaves=6
num_cat=0
split_feature=42 160 16 151 0
split_gain=1.00109e-05 2.31223e-05 2.24834e-05 4.42856e-05 3.82286e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.16703000000000004 -0.0056149999999999993 -0.10474999999999998
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0083745232587303358 -0.0094808178763283648 -0.0091814236668176213 -0.0074309411730451459 0.0032357999674166569 0.027258225217388
leaf_weight=0.0012057686262280792 0.0014496433963165651 0.001000490532466986 0.0011236465669551858 0.0012964752900404737 0.0013546094927759835
leaf_count=862 828 274 311 192 654
internal_value=0 0.00158074 0.00493877 0.00874512 0.0155104
internal_weight=0 0.00622487 0.00477522 0.00365158 0.00265108
internal_count=3121 2259 1431 1120 846
is_linear=0
shrinkage=0.1


Tree=8917
num_leaves=7
num_cat=0
split_feature=50 4 151 1 15 4
split_gain=2.04334e-05 2.98399e-05 3.16216e-05 2.33257e-05 4.21208e-05 2.51833e-05
threshold=0.079410000000000008 0.27834500000000006 -0.016164999999999995 0.083835000000000007 -0.053579999999999996 -0.15764999999999998
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=0.00029660962696254192 -0.00025638766732383737 0.00033267544598314505 0.00022720331620056444 2.3128326974399331e-05 -0.00049844647503575622 -0.00017689042940140869
leaf_weight=0.001006698014289229 0.0010532677710540219 0.0011015251081457674 0.0013558948983956078 0.0012618350208160921 0.0011269168074106964 0.0010537368591405573
leaf_count=365 609 315 77 183 331 1241
internal_value=0 3.6804e-05 -1.93381e-05 -8.56238e-05 -0.00022293 5.04923e-05
internal_weight=0 0.00690661 0.00580508 0.00479838 0.00238875 0.00240963
internal_count=3121 2512 2197 1832 514 1318
is_linear=0
shrinkage=0.00196078


Tree=8918
num_leaves=6
num_cat=0
split_feature=52 52 16 52 2
split_gain=9.98389e-06 2.97817e-05 2.28663e-05 7.01003e-05 2.41828e-05
threshold=-0.057699999999999994 -0.12005499999999998 -0.078844999999999985 0.092650000000000024 0.10644500000000001
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -2
right_child=2 -3 3 -5 -6
leaf_value=-0.0079930452747971614 0.011178314218587726 0.014456619204184472 -0.029473847202626125 0.0062005696994823344 -0.0078563778328962913
leaf_weight=0.0010046530917540509 0.0016471340965159653 0.00143491268844288 0.0010174024202185418 0.001201065229071524 0.0011221582662043069
leaf_count=537 954 389 595 388 258
internal_value=0 0.00521148 -0.00259503 -0.0101599 0.00346518
internal_weight=0 0.00243957 0.00498776 0.00221847 0.00276929
internal_count=3121 926 2195 983 1212
is_linear=0
shrinkage=0.1


Tree=8919
num_leaves=6
num_cat=0
split_feature=3 13 13 15 3
split_gain=1.8144e-05 6.33598e-05 3.22592e-05 2.70978e-05 5.37327e-05
threshold=-0.078934999999999991 -0.023499999999999997 -0.061684999999999997 -0.016799999999999995 0.097915000000000016
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.00047621763131304711 0.00026904246893844433 0.00012744994003620352 0.0001466031719935459 0.00020483890139543837 -0.00045793257873235049
leaf_weight=0.0011842521937079466 0.001860933398838745 0.0015347923759854547 0.0010649620617046137 0.0010649680957218696 0.0012047137601893521
leaf_count=956 671 786 350 252 106
internal_value=0 -0.000135471 6.22195e-05 -5.32003e-05 -0.000174276
internal_weight=0 0.00271904 0.00519558 0.00333464 0.00226968
internal_count=3121 1742 1379 708 456
is_linear=0
shrinkage=0.00196078


Tree=8920
num_leaves=6
num_cat=0
split_feature=4 42 43 2 4
split_gain=1.57719e-05 2.57944e-05 2.98298e-05 4.30297e-05 3.04093e-05
threshold=0.24564500000000003 -1.0000000180025095e-35 -0.074359999999999996 0.089885000000000007 -0.059649999999999988
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.00032590714637184364 0.00015225026093715742 0.00024685931542245513 -0.00039697950955276012 -0.00017765972491373257 0.00026862018825403146
leaf_weight=0.0010837372466764262 0.0019171178445855468 0.001430535442673291 0.0011662621201216101 0.0010872147172177528 0.0012759310923323036
leaf_count=797 426 785 569 308 236
internal_value=0 -5.18645e-05 8.01328e-06 -8.87955e-05 6.32998e-05
internal_weight=0 0.00604368 0.00495994 0.00352941 0.00236315
internal_count=3121 2695 1898 1113 544
is_linear=0
shrinkage=0.00196078


Tree=8921
num_leaves=6
num_cat=0
split_feature=131 15 0 49 52
split_gain=1.92782e-05 2.76097e-05 2.77811e-05 5.04914e-05 4.283e-05
threshold=0.07635500000000002 -0.11713499999999999 -0.082974999999999979 -0.006494999999999999 0.091275000000000009
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -4
right_child=-2 2 4 -5 -6
leaf_value=-0.00021373176301358617 -0.00026005337158949724 -3.6522882398934432e-05 -0.00026704220076885916 0.00047329452336321846 0.00022071455046259917
leaf_weight=0.0014682189612451688 0.0010310809848688134 0.001490640491913589 0.0015749186323051182 0.0014968683303586343 0.0012348483327221699
leaf_count=399 525 319 814 772 292
internal_value=0 2.64526e-05 8.72817e-05 0.000218917 -5.26808e-05
internal_weight=0 0.00726549 0.00579728 0.00298751 0.00280977
internal_count=3121 2596 2197 1091 1106
is_linear=0
shrinkage=0.00196078


Tree=8922
num_leaves=6
num_cat=0
split_feature=4 151 16 16 3
split_gain=1.02161e-05 1.99732e-05 2.69122e-05 2.07945e-05 3.23547e-05
threshold=0.40473500000000007 -0.024429999999999997 -0.092484999999999984 0.033715000000000009 -0.013929999999999998
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.011107712909663281 0.0086980333777120326 -0.01487032780504444 0.0097264527146238965 0.0071067102945872249 -0.017295295458493214
leaf_weight=0.0010324391055923192 0.0011333849505351604 0.0016119061259314425 0.0014917867500067431 0.0010434549948616439 0.0011337213319414549
leaf_count=473 304 482 1267 469 126
internal_value=0 -0.00161314 -0.00410014 0.00063159 -0.00560015
internal_weight=0 0.00631331 0.00528087 0.00366896 0.00217718
internal_count=3121 2817 2344 1862 595
is_linear=0
shrinkage=0.1


Tree=8923
num_leaves=6
num_cat=0
split_feature=3 13 13 15 3
split_gain=1.0596e-05 5.61885e-05 3.00413e-05 2.32406e-05 4.71993e-05
threshold=-0.078934999999999991 -0.023499999999999997 -0.061684999999999997 -0.016799999999999995 0.097915000000000016
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.022159716301887563 0.013192647152388918 0.0077648125519409117 0.0067745331507140351 0.0094111290159774458 -0.02302094192968011
leaf_weight=0.0011111413160231711 0.0017482328558838761 0.00144148678433919 0.0010003926213494321 0.0010002660068488358 0.0011347007708472877
leaf_count=956 671 786 350 252 106
internal_value=0 -0.00526113 0.00268916 -0.00316744 -0.00906035
internal_weight=0 0.00255263 0.00488359 0.00313536 0.00213509
internal_count=3121 1742 1379 708 456
is_linear=0
shrinkage=0.1


Tree=8924
num_leaves=5
num_cat=0
split_feature=1 3 43 0
split_gain=1.59908e-05 2.15238e-05 1.95891e-05 4.23376e-05
threshold=0.10293500000000001 0.11296500000000002 -0.084004999999999982 -0.10011499999999998
decision_type=2 2 2 2
left_child=2 -2 -1 -4
right_child=1 -3 3 -5
leaf_value=0.00011002267669127211 0.00023083989033139543 -8.6391171599850317e-05 6.5900721421092748e-05 -0.00039164966916093499
leaf_weight=0.0014134460262565729 0.0019488876687844877 0.0014224823486685976 0.0015187403390818949 0.0015930904163692021
leaf_count=615 523 213 291 1479
internal_value=0 9.69906e-05 -8.13953e-05 -0.000168341
internal_weight=0 0.00337137 0.00452528 0.00311183
internal_count=3121 736 2385 1770
is_linear=0
shrinkage=0.00196078


Tree=8925
num_leaves=5
num_cat=0
split_feature=1 12 43 0
split_gain=1.21897e-05 2.00211e-05 1.8344e-05 3.56284e-05
threshold=0.10293500000000001 0.051320000000000005 -0.084004999999999982 -0.10011499999999998
decision_type=2 2 2 2
left_child=2 -2 -1 -4
right_child=1 -3 3 -5
leaf_value=0.006171732912747455 0.010797369600518242 -0.005617860077794315 0.0033584077745694545 -0.018735023484022537
leaf_weight=0.0013353631017159616 0.0019844097783777584 0.0011877214371878537 0.0014227713530633047 0.0014988532625168835
leaf_count=615 472 264 291 1479
internal_value=0 0.00465112 -0.00353802 -0.00797597
internal_weight=0 0.00317213 0.00425699 0.00292162
internal_count=3121 736 2385 1770
is_linear=0
shrinkage=0.1


Tree=8926
num_leaves=6
num_cat=0
split_feature=4 42 43 2 4
split_gain=1.09874e-05 1.8681e-05 2.76048e-05 3.25817e-05 1.92307e-05
threshold=0.24564500000000003 -1.0000000180025095e-35 -0.074359999999999996 0.089885000000000007 -0.059649999999999988
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.014478951584178022 0.0068043192003494598 0.01264290724046418 -0.018559733856572991 -0.0075155660040503924 0.011239054018056163
leaf_weight=0.0010160132798524846 0.0017830964395449287 0.0013319874993935822 0.0010898364499729238 0.0010152729520100543 0.0011847248620217347
leaf_count=797 426 785 569 308 236
internal_value=0 -0.00220171 0.000497197 -0.00442036 0.00258402
internal_weight=0 0.00563784 0.00462182 0.00328983 0.0022
internal_count=3121 2695 1898 1113 544
is_linear=0
shrinkage=0.1


Tree=8927
num_leaves=6
num_cat=0
split_feature=16 1 150 16 16
split_gain=1.0076e-05 3.5704e-05 3.2047e-05 3.83832e-05 2.56859e-05
threshold=0.38525000000000004 0.077565000000000009 0.080470000000000014 -0.27167499999999994 -0.056919999999999991
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.013420314512942448 0.0091976061415440149 -0.017228477041349371 0.01810909661956394 0.015608512626797889 -0.0050133736429841882
leaf_weight=0.0018051563262401907 0.0010195621654419179 0.0010740917276429538 0.001094905092401639 0.0012310839694782941 0.0011857683422339914
leaf_count=1511 311 218 295 382 404
internal_value=0 -0.00150716 0.00318228 -0.00149939 0.0054909
internal_weight=0 0.00639101 0.00458585 0.00349094 0.00241685
internal_count=3121 2810 1299 1004 786
is_linear=0
shrinkage=0.1


Tree=8928
num_leaves=6
num_cat=0
split_feature=4 42 0 49 15
split_gain=1.05986e-05 1.58958e-05 3.16349e-05 3.29118e-05 3.67994e-05
threshold=0.27287000000000006 0.086665000000000006 -0.019414999999999998 -0.006494999999999999 -0.0058549999999999991
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.017005337352720033 0.0083310690419006583 -0.011130527098188091 0.013352286116857959 -0.0098955448775229909 0.017044048924823398
leaf_weight=0.001271212753254574 0.0012579923202984435 0.0013944518499675439 0.0014451594120630006 0.001018446637044753 0.0010098261962414095
leaf_count=334 352 1007 226 546 656
internal_value=0 -0.00174435 0.00101424 -0.00438976 0.003517
internal_weight=0 0.0061391 0.00474464 0.00329949 0.00202827
internal_count=3121 2769 1762 1536 1202
is_linear=0
shrinkage=0.1


Tree=8929
num_leaves=6
num_cat=0
split_feature=4 42 43 2 4
split_gain=9.46266e-06 1.76046e-05 2.48895e-05 2.77567e-05 1.69861e-05
threshold=0.24564500000000003 -1.0000000180025095e-35 -0.074359999999999996 0.089885000000000007 -0.059649999999999988
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.013998008800883689 0.0063318673800146739 0.012141040564775059 -0.017203055730670939 -0.0071406679719791116 0.010524540503900053
leaf_weight=0.0010098873788991223 0.0017767193215147163 0.0013259216730897617 0.0010820974623035576 0.0010106774546857723 0.0011796413374399761
leaf_count=797 426 785 569 308 236
internal_value=0 -0.00204262 0.000583027 -0.00410006 0.00237329
internal_weight=0 0.00560823 0.00459834 0.00327242 0.00219032
internal_count=3121 2695 1898 1113 544
is_linear=0
shrinkage=0.1


Tree=8930
num_leaves=5
num_cat=0
split_feature=49 13 2 42
split_gain=1.83376e-05 2.15746e-05 3.41426e-05 5.51309e-05
threshold=-0.043469999999999995 0.0076650000000000008 0.10613000000000002 0.084050000000000014
decision_type=2 2 2 2
left_child=-1 2 3 -2
right_child=1 -3 -4 -5
leaf_value=0.0001602753318945669 0.00034719273286474374 -0.00025343621885346915 -0.00020479651306681219 -0.00022326707717264691
leaf_weight=0.001912103554063258 0.0018173292377583383 0.001625461803083616 0.0017634534947257884 0.0010151781144174807
leaf_count=425 830 470 419 977
internal_value=0 -5.92778e-05 9.39053e-06 0.000142738
internal_weight=0 0.00622142 0.00459596 0.00283251
internal_count=3121 2696 2226 1807
is_linear=0
shrinkage=0.00196078


Tree=8931
num_leaves=5
num_cat=0
split_feature=3 13 1 3
split_gain=9.98845e-06 3.32746e-05 2.93418e-05 5.4333e-05
threshold=-0.14477499999999996 -0.084034999999999985 0.095285000000000022 0.11296500000000002
decision_type=2 2 2 2
left_child=-1 -2 -3 -4
right_child=1 2 3 -5
leaf_value=-0.0092485781112626488 0.012193689767403062 -0.012851506940537272 0.016133568623958979 -0.013691362192969948
leaf_weight=0.0010144095807752621 0.0019812218579558583 0.0018833239812439946 0.001460635488660413 0.0010498221849383933
leaf_count=277 852 1455 443 94
internal_value=0 0.00143476 -0.0034166 0.00366139
internal_weight=0 0.006375 0.00439378 0.00251046
internal_count=3121 2844 1992 537
is_linear=0
shrinkage=0.1


Tree=8932
num_leaves=6
num_cat=0
split_feature=42 43 51 15 16
split_gain=1.02213e-05 2.32474e-05 2.33837e-05 2.80905e-05 3.8995e-05
threshold=0.091735000000000025 0.05259500000000001 -0.071649999999999978 -0.10324499999999999 -0.079109999999999986
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.014905164560185355 -0.0090923977240485281 0.015218914397211354 0.014671917225544616 -0.016857913110946973 0.0062451612860224591
leaf_weight=0.0010055224932912386 0.0010646300074190927 0.0010330623913995226 0.0012473821021376265 0.0012322718753608325 0.0017944855374940677
leaf_count=410 667 288 309 678 769
internal_value=0 0.00150005 -0.00118429 0.00204364 -0.0031607
internal_weight=0 0.00631272 0.00527966 0.00427414 0.00302676
internal_count=3121 2454 2166 1756 1447
is_linear=0
shrinkage=0.1


Tree=8933
num_leaves=7
num_cat=0
split_feature=50 4 160 3 2 0
split_gain=2.60941e-05 3.54725e-05 3.09826e-05 2.38301e-05 2.22602e-05 1.58355e-05
threshold=0.079410000000000008 0.27834500000000006 -0.027994999999999996 -1.0000000180025095e-35 0.090050000000000005 -0.15350499999999997
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=0.00028056955307005665 -0.00029324759892461428 0.00036272451543183716 -2.5378620438889504e-05 -0.00013137566920681489 -0.00040660452394611536 0.00019560921465371653
leaf_weight=0.0010635594281931298 0.001038330800455102 0.001101047324926426 0.0011050685309054262 0.0010184072323632942 0.0012606676204582386 0.0012915987638609759
leaf_count=531 609 315 795 62 665 144
internal_value=0 4.03482e-05 -2.14976e-05 -9.02068e-05 -0.000228529 5.14521e-05
internal_weight=0 0.00684035 0.0057393 0.00467574 0.00236574 0.00231001
internal_count=3121 2512 2197 1666 1460 206
is_linear=0
shrinkage=0.00196078


Tree=8934
num_leaves=6
num_cat=0
split_feature=4 2 2 52 4
split_gain=2.48966e-05 2.33267e-05 4.76165e-05 2.50937e-05 4.27461e-05
threshold=0.40473500000000007 0.10672500000000001 0.092875000000000013 -0.085984999999999992 -0.0016099999999999997
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.00028078210161235426 0.00024961255389580582 0.00014214568352118441 -0.0004730671819083254 0.00032993406538256074 -0.00014622096675610065
leaf_weight=0.0010324539447140978 0.0012355143673765988 0.001754312695698374 0.0011398897999933717 0.0013536549699952748 0.001560504552798807
leaf_count=357 304 489 491 1165 315
internal_value=0 -5.28201e-05 -0.000120063 -1.81057e-05 7.49576e-05
internal_weight=0 0.00684082 0.0050865 0.00394661 0.00291416
internal_count=3121 2817 2328 1837 1480
is_linear=0
shrinkage=0.00196078


Tree=8935
num_leaves=6
num_cat=0
split_feature=12 4 52 1 4
split_gain=1.11981e-05 3.89553e-05 3.36338e-05 3.44765e-05 3.33659e-05
threshold=0.084100000000000022 0.09173000000000002 0.070205000000000017 0.11181500000000001 0.0049200000000000008
decision_type=2 2 2 2 2
left_child=2 -2 3 4 -1
right_child=1 -3 -4 -5 -6
leaf_value=-0.0066649209970166649 -0.013014700460240525 0.00990383695276679 0.018832863793767658 -0.016549452334228384 0.018551187619717076
leaf_weight=0.0010789844658113013 0.0019997721290009635 0.0011788196883316874 0.0010521191312352594 0.0010562700756582936 0.0010215579988194644
leaf_count=385 1859 223 234 256 164
internal_value=0 -0.00451508 0.00334847 -0.00181225 0.00559844
internal_weight=0 0.00317859 0.00420893 0.00315681 0.00210054
internal_count=3121 2082 1039 805 549
is_linear=0
shrinkage=0.1


Tree=8936
num_leaves=5
num_cat=0
split_feature=15 0 13 49
split_gain=1.16197e-05 1.77578e-05 4.13322e-05 3.35751e-05
threshold=-0.11713499999999999 -0.082974999999999979 -0.033284999999999988 -0.006494999999999999
decision_type=2 2 2 2
left_child=-1 3 -3 -2
right_child=1 2 -4 -5
leaf_value=-0.0080665646925763557 -0.0034741885891744367 -0.017394844439597077 0.0063980314801522793 0.017985107745405553
leaf_weight=0.0014465512172299336 0.0014271778597469728 0.0012466640395393353 0.0017621283310516784 0.0014905980733248168
leaf_count=484 357 668 721 891
internal_value=0 0.00193011 -0.00346032 0.00748868
internal_weight=0 0.00592657 0.00300879 0.00291778
internal_count=3121 2637 1389 1248
is_linear=0
shrinkage=0.1


Tree=8937
num_leaves=7
num_cat=0
split_feature=50 4 151 47 1 3
split_gain=2.2245e-05 3.87137e-05 3.13872e-05 2.79455e-05 3.22764e-05 1.83635e-05
threshold=0.079410000000000008 0.27834500000000006 -0.016164999999999995 0.092165000000000011 0.086560000000000012 -0.055119999999999995
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=0.00028246198974705609 -0.00027487437224714694 0.00037032681682148559 -0.00021269411265369945 0.00018273766197845503 -0.00043259736291685846 0.00012756171244255281
leaf_weight=0.0010061967320123518 0.0010477924791421544 0.0010924387467481558 0.0012519992120267091 0.00105609059318733 0.0012678548280113762 0.0011889209379021485
leaf_count=365 609 315 1165 163 351 153
internal_value=0 3.18579e-05 -3.22129e-05 -9.86628e-05 -0.000178793 -4.69626e-05
internal_weight=0 0.0068635 0.00577106 0.00476487 0.00370877 0.00244092
internal_count=3121 2512 2197 1832 1669 1318
is_linear=0
shrinkage=0.00196078


Tree=8938
num_leaves=7
num_cat=0
split_feature=50 4 4 2 15 16
split_gain=2.17287e-05 2.68498e-05 2.61694e-05 3.09755e-05 4.5618e-05 3.49824e-05
threshold=0.079410000000000008 0.27834500000000006 0.098655000000000007 0.10644500000000001 -0.028889999999999996 0.064860000000000015
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=0.00024190370767144691 -0.00027185454379113303 0.00031507579381667835 -0.00026901153879265442 0.0003313497895898303 3.1298156783631641e-05 -0.000482717309872503
leaf_weight=0.0013004327495972716 0.0010375889492567989 0.0010881839747975122 0.0012716984112875135 0.0011241361907491205 0.0010083355692954276 0.0010280404677476618
leaf_count=541 609 315 206 337 961 152
internal_value=0 3.27126e-05 -2.08863e-05 4.98477e-05 -4.49874e-05 -0.000228196
internal_weight=0 0.00682083 0.00573264 0.00446094 0.00333681 0.00203638
internal_count=3121 2512 2197 1991 1654 1113
is_linear=0
shrinkage=0.00196078


Tree=8939
num_leaves=6
num_cat=0
split_feature=52 4 15 15 43
split_gain=1.19057e-05 2.80845e-05 2.03651e-05 3.31261e-05 4.72163e-05
threshold=-0.046924999999999988 0.0061450000000000003 -0.11713499999999999 -0.026084999999999994 -0.0037449999999999996
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -5
right_child=2 -3 3 4 -6
leaf_value=-0.0038721756856914219 -0.014361198615903226 0.017657451743751409 0.014831177874986194 -0.021441462825213711 0.0058937136237268775
leaf_weight=0.0013706347384925203 0.0011756973563660424 0.0010859248750477396 0.0011526606657356413 0.0010861849442195788 0.0015108535592695638
leaf_count=732 367 221 464 856 481
internal_value=0 0.00564502 -0.00287773 0.000722847 -0.00553895
internal_weight=0 0.00245656 0.0049254 0.0037497 0.00259704
internal_count=3121 953 2168 1801 1337
is_linear=0
shrinkage=0.1


Tree=8940
num_leaves=6
num_cat=0
split_feature=49 15 15 13 13
split_gain=1.07132e-05 1.83404e-05 3.29627e-05 2.95485e-05 1.76505e-05
threshold=-0.047584999999999995 -0.055554999999999993 -0.15026499999999995 0.0076650000000000008 -0.077944999999999987
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -3
right_child=1 3 -4 -5 -6
leaf_value=0.0070892069926366923 0.0040329363325098885 0.0011644021891442124 -0.019749291722128953 -0.010893876398119687 0.018820377464324425
leaf_weight=0.0016398029798964115 0.0010744482974835157 0.0012602388182517148 0.0012736431770382249 0.001092330243411726 0.0010281269388289526
leaf_count=403 351 595 693 318 761
internal_value=0 -0.00207774 -0.00886693 0.00263776 0.00909696
internal_weight=0 0.00572879 0.00234809 0.0033807 0.00228837
internal_count=3121 2718 1044 1674 1356
is_linear=0
shrinkage=0.1


Tree=8941
num_leaves=6
num_cat=0
split_feature=484 49 52 4 1
split_gain=2.41993e-05 2.92182e-05 4.21849e-05 7.08923e-05 4.7845e-05
threshold=0.073690000000000019 -0.081404999999999991 0.070205000000000017 0.0052350000000000009 0.11282000000000002
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=0.00024617882084880641 0.00026731598929333574 -0.00059993548578880101 0.00013773483488110872 0.00018009500206787936 -0.00033604756548318644
leaf_weight=0.0010911980405218045 0.0010706206733429634 0.0012689948225529974 0.0019122114667570978 0.0016061894551856579 0.001211157808205277
leaf_count=213 394 1007 897 373 237
internal_value=0 -4.89505e-05 -0.000102638 -0.00021512 -4.17911e-05
internal_weight=0 0.00708975 0.00599855 0.00408634 0.00281735
internal_count=3121 2727 2514 1617 610
is_linear=0
shrinkage=0.00196078


Tree=8942
num_leaves=6
num_cat=0
split_feature=16 52 12 3 1
split_gain=9.73029e-06 3.74498e-05 3.20677e-05 2.48014e-05 5.85589e-05
threshold=0.38525000000000004 0.10160000000000001 0.088105000000000003 -1.0000000180025095e-35 0.10612500000000001
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.015314347084914248 0.0090686675141482629 -0.018720641954868323 0.012530583629773051 0.017451984173792356 -0.014949192929059711
leaf_weight=0.0012092002255545565 0.0010118470051512238 0.0010525173379764613 0.0018554637440618459 0.0012048983279353319 0.0010385916931211336
leaf_count=1006 311 591 862 161 190
internal_value=0 -0.00148885 0.00192792 -0.00376992 0.00245232
internal_weight=0 0.00636067 0.00530815 0.00345269 0.00224349
internal_count=3121 2810 2219 1357 351
is_linear=0
shrinkage=0.1


Tree=8943
num_leaves=7
num_cat=0
split_feature=50 484 3 4 0 43
split_gain=1.90648e-05 2.53452e-05 2.39547e-05 2.99146e-05 3.19537e-05 1.35879e-05
threshold=0.079410000000000008 0.041405000000000004 0.11296500000000002 0.053180000000000012 -0.059114999999999994 -0.00067499999999999993
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=-0.00032260586461732436 -0.00025127699450432978 0.00031891489178334428 -0.00023536302784133128 7.0083802210852881e-05 0.00012844056259590271 0.00039184701124843991
leaf_weight=0.0011900259291718436 0.0010656805506153982 0.0010015066850200078 0.0014698382812535484 0.0010174032544120833 0.0012259580592803221 0.0010010920317770641
leaf_count=1207 609 380 171 311 269 174
internal_value=0 3.04933e-05 -1.84295e-05 5.34746e-05 -9.37285e-05 0.000229665
internal_weight=0 0.00690582 0.00590432 0.00443448 0.00241598 0.0020185
internal_count=3121 2512 2132 1961 1476 485
is_linear=0
shrinkage=0.00196078


Tree=8944
num_leaves=7
num_cat=0
split_feature=2 2 15 13 16 43
split_gain=1.08415e-05 2.26133e-05 2.05625e-05 1.91872e-05 7.72632e-06 1.99395e-06
threshold=0.099185000000000009 0.090935000000000016 -0.055554999999999993 -0.08971999999999998 -0.071854999999999988 -0.084004999999999982
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=-0.0096149774261950361 0.015304764446564449 -0.016371326177453491 0.010107306419713538 0.0047598411623894273 -0.0074191943599387555 0.0038027584447378297
leaf_weight=0.0011961893060020599 0.0010665388773045317 0.0010141624821693156 0.0010014628386089909 0.0010669928347511526 0.0010177357357479303 0.0010051735570200681
leaf_count=562 200 423 353 257 462 864
internal_value=0 -0.00335785 0.000762824 0.00439539 -0.0011858 0.0069492
internal_weight=0 0.00421699 0.00320283 0.00315127 0.00208473 0.00200664
internal_count=3121 2202 1779 919 719 1217
is_linear=0
shrinkage=0.1


Tree=8945
num_leaves=6
num_cat=0
split_feature=484 4 1 13 16
split_gain=2.14081e-05 2.16414e-05 5.26119e-05 5.34837e-05 2.55853e-05
threshold=0.073690000000000019 -0.083854999999999985 0.08844500000000001 -0.080759999999999985 -0.074319999999999983
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.00012798242204482369 0.00024596232361465326 -0.00049232681764358052 0.00035033879442824894 -0.00034341977944983847 2.2997776480764747e-05
leaf_weight=0.0019516233886702622 0.0010990193910899197 0.0011117343569747263 0.0011354465447133348 0.0013932520651073659 0.0015452162009334434
leaf_count=592 394 1211 302 264 358
internal_value=0 -4.80164e-05 -0.000114254 -1.10809e-05 -0.000150736
internal_weight=0 0.00713727 0.00518565 0.00407391 0.00293847
internal_count=3121 2727 2135 924 622
is_linear=0
shrinkage=0.00196078


Tree=8946
num_leaves=6
num_cat=0
split_feature=12 2 48 0 3
split_gain=2.11246e-05 3.00887e-05 6.71116e-05 5.49337e-05 9.32792e-05
threshold=0.10408500000000002 0.113445 0.083985000000000018 -0.10224499999999999 -0.078934999999999991
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.00055231109024106526 -0.00027258657573980539 0.00025384983744228484 0.00030542072329465739 -0.00044694486821380565 0.00028622609678192752
leaf_weight=0.0011063789768880972 0.0010431506228781064 0.0016964045865907242 0.0014996794280721449 0.0011842061274110916 0.0015280474360655309
leaf_count=268 340 382 405 1259 467
internal_value=0 2.64718e-05 -4.6056e-05 -0.00018409 -3.38861e-05
internal_weight=0 0.00701472 0.00531831 0.00381863 0.00271225
internal_count=3121 2781 2399 1994 1726
is_linear=0
shrinkage=0.00196078


Tree=8947
num_leaves=7
num_cat=0
split_feature=50 4 151 16 16 12
split_gain=1.73388e-05 2.59529e-05 3.09424e-05 2.95363e-05 2.2617e-05 1.37408e-05
threshold=0.079410000000000008 0.27834500000000006 -0.016164999999999995 -0.092484999999999984 0.071345000000000006 0.087765000000000024
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=0.00029077564389561912 -0.00024094380208217536 0.00030926673956725768 -0.00031823567761569683 0.0002173286484480216 -0.00027743880362380067 4.7406130315357761e-05
leaf_weight=0.0010052520415471137 0.001044452339382199 0.0010798808548434435 0.0014762672913431864 0.0012955966547881612 0.0010020546855337149 0.0010004792838332359
leaf_count=365 609 315 343 1030 137 322
internal_value=0 3.02445e-05 -2.18885e-05 -8.77201e-05 1.54604e-05 -0.000115144
internal_weight=0 0.00685953 0.00577965 0.0047744 0.00329813 0.00200253
internal_count=3121 2512 2197 1832 1489 459
is_linear=0
shrinkage=0.00196078


Tree=8948
num_leaves=7
num_cat=0
split_feature=484 48 0 16 15 4
split_gain=1.79846e-05 2.33443e-05 8.4993e-05 3.85745e-05 3.40886e-05 2.92991e-05
threshold=0.073690000000000019 0.083985000000000018 -0.18113999999999997 -0.15241499999999997 -0.016799999999999995 -0.084369999999999987
decision_type=2 2 2 2 2 2
left_child=1 3 -3 -1 -5 -6
right_child=-2 2 -4 4 5 -7
leaf_value=0.0001512594726073055 0.00023651501899135601 -0.00024932637575969817 0.00050419151760745936 -0.00053703823326071033 -0.00032052222050560711 0.00014123314646429904
leaf_weight=0.0013783461929328489 0.0010408618959906416 0.0011727573037352695 0.0011300890570989557 0.001018637846700845 0.0011088941359372832 0.0010090596976279919
leaf_count=353 394 81 455 513 484 841
internal_value=0 -4.02022e-05 0.000120452 -0.000122144 -0.000242288 -0.000100527
internal_weight=0 0.00681778 0.00230285 0.00451494 0.00313659 0.00211795
internal_count=3121 2727 536 2191 1838 1325
is_linear=0
shrinkage=0.00196078


Tree=8949
num_leaves=6
num_cat=0
split_feature=12 3 4 1 12
split_gain=1.0909e-05 3.65205e-05 3.17881e-05 3.07165e-05 7.47978e-06
threshold=0.084100000000000022 0.12178000000000001 0.09173000000000002 0.094090000000000021 0.093765000000000015
decision_type=2 2 2 2 2
left_child=1 3 4 -1 -2
right_child=2 -3 -4 -5 -6
leaf_value=-0.00050674533938944815 -0.0060320819959389649 -0.013426958982871124 0.0085596686478622477 0.019082960641291131 -0.018252807229795227
leaf_weight=0.0017514672780228017 0.001000871829851147 0.0010000403006267672 0.0011768820581992048 0.0014740575276499131 0.0010024712254147433
leaf_count=463 1196 189 223 387 663
internal_value=0 0.00326923 -0.00448444 0.00844571 -0.0121473
internal_weight=0 0.00422557 0.00318023 0.00322552 0.00200334
internal_count=3121 1039 2082 850 1859
is_linear=0
shrinkage=0.1


Tree=8950
num_leaves=6
num_cat=0
split_feature=484 48 0 16 52
split_gain=1.16772e-05 1.71321e-05 8.51239e-05 2.88448e-05 2.17488e-05
threshold=0.044540000000000003 0.083985000000000018 -0.18113999999999997 -0.15241499999999997 0.091275000000000009
decision_type=2 2 2 2 2
left_child=1 3 -3 -1 -5
right_child=-2 2 -4 4 -6
leaf_value=0.0071212078806023472 0.0099936409796243676 -0.013649292666896318 0.026120303036015535 -0.017363280680921404 0.00044393579223959458
leaf_weight=0.0012951149956054388 0.0010001672241070668 0.001109955586539015 0.0010448403203550953 0.0018570067994169888 0.0010875515103631723
leaf_count=349 435 81 454 1387 415
internal_value=0 -0.00162589 0.00563461 -0.00531601 -0.0107863
internal_weight=0 0.00639447 0.0021548 0.00423967 0.00294456
internal_count=3121 2686 535 2151 1802
is_linear=0
shrinkage=0.1


Tree=8951
num_leaves=6
num_cat=0
split_feature=3 13 13 2 0
split_gain=1.75927e-05 5.27568e-05 3.5246e-05 2.47829e-05 2.85401e-05
threshold=-0.078934999999999991 -0.023499999999999997 -0.061684999999999997 0.11215000000000001 -0.11756999999999999
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.0004437404121661798 0.00027523815915227114 0.00010636038340585408 0.00025680554979436908 -0.00030346720158661792 -0.0001857079762077115
leaf_weight=0.0011905345048738721 0.0018790464316658082 0.0015338249293654798 0.0012390640618780923 0.0010878617409528927 0.0010229879639093832
leaf_count=956 671 786 169 201 338
internal_value=0 -0.000134032 6.02943e-05 -6.02729e-05 5.66837e-05
internal_weight=0 0.00272436 0.00522896 0.00334991 0.00226205
internal_count=3121 1742 1379 708 507
is_linear=0
shrinkage=0.00196078


Tree=8952
num_leaves=7
num_cat=0
split_feature=484 12 0 2 16 2
split_gain=3.34688e-05 2.53745e-05 5.39273e-05 6.03751e-05 3.83035e-05 1.76897e-05
threshold=0.073690000000000019 0.098810000000000023 -0.019414999999999998 1.0000000180025095e-35 -0.074319999999999983 0.10644500000000001
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 4 -6 -7
leaf_value=-0.00047683402706043764 0.00031170568710548911 -0.00029168788574117463 0.00036962098429715835 5.1857435975833602e-05 0.00030650736942731672 -0.00030821690143146885
leaf_weight=0.0011779057079683427 0.0011128855053764153 0.0013894217666037129 0.0012197139103105577 0.0010731322262891078 0.0012770352082872487 0.0010261628792935947
leaf_count=510 394 442 238 687 661 189
internal_value=0 -5.37905e-05 3.45624e-06 -9.46099e-05 3.87373e-05 -0.000124152
internal_weight=0 0.00716337 0.00577395 0.00455424 0.00337633 0.0020993
internal_count=3121 2727 2285 2047 1537 876
is_linear=0
shrinkage=0.00196078


Tree=8953
num_leaves=7
num_cat=0
split_feature=484 160 42 151 4 52
split_gain=3.03364e-05 3.24912e-05 3.92645e-05 3.69282e-05 5.69392e-05 5.34136e-05
threshold=0.083530000000000007 -1.0000000180025095e-35 -0.025789999999999997 -0.0083949999999999979 0.076415000000000025 0.024145000000000003
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=-0.00036465912436397391 0.00031907783450354355 -0.00033600396321706235 -0.00024323156819315705 -0.00025016601996011669 0.00048238611305914447 0.00029144990727197765
leaf_weight=0.0010367823079851981 0.0010126668856671878 0.0010547587781936027 0.001092660204795144 0.0015155978194476628 0.0014126264170295126 0.0013009562880343768
leaf_count=628 372 572 301 616 246 386
internal_value=0 -4.27336e-05 9.60877e-06 7.81073e-05 0.000161129 4.44343e-09
internal_weight=0 0.00741338 0.0063766 0.00532184 0.00422918 0.00281655
internal_count=3121 2749 2121 1549 1248 1002
is_linear=0
shrinkage=0.00196078


Tree=8954
num_leaves=5
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split_feature=3 12 1 0
split_gain=1.11625e-05 1.96625e-05 2.3054e-05 3.36693e-05
threshold=0.11658 0.092355000000000007 0.10557500000000002 -0.10224499999999999
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=-0.015720495978752629 0.0071617038776650589 -0.01188848309717745 0.014464165888774375 0.005302249154650036
leaf_weight=0.0012385504848201204 0.0016632187604119783 0.0015218613798976856 0.0010198874702815083 0.0019792456483972696
leaf_count=294 240 906 282 1399
internal_value=0 -0.00213853 0.00136293 -0.00278954
internal_weight=0 0.00575954 0.00423768 0.0032178
internal_count=3121 2881 1975 1693
is_linear=0
shrinkage=0.1


Tree=8955
num_leaves=6
num_cat=0
split_feature=52 0 47 15 3
split_gain=2.55397e-05 3.77929e-05 5.25873e-05 2.80365e-05 3.44096e-05
threshold=0.11434500000000002 -0.019414999999999998 1.0000000180025095e-35 0.035560000000000008 0.090900000000000009
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=1.0530660763967474e-06 -0.00028292907895465826 0.00028823662118109466 -0.00033229750380998891 -0.00015326040839680054 0.00046379598721496052
leaf_weight=0.001399426640068294 0.0011037993681845817 0.0017479256772544713 0.001674305906257118 0.0012595877703808168 0.0011061629094181683
leaf_count=888 501 307 336 935 154
internal_value=0 3.74142e-05 -4.31852e-05 8.53778e-05 0.000205344
internal_weight=0 0.00718741 0.00543948 0.00376518 0.00250559
internal_count=3121 2620 2313 1977 1042
is_linear=0
shrinkage=0.00196078


Tree=8956
num_leaves=7
num_cat=0
split_feature=484 49 52 2 3 1
split_gain=1.70089e-05 2.11444e-05 2.96925e-05 4.72767e-05 7.05125e-05 4.00781e-05
threshold=0.073690000000000019 -0.081404999999999991 0.10744000000000002 0.10613000000000002 -1.0000000180025095e-35 0.08844500000000001
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=0.00021587418885274048 0.00022836311737647709 -0.00052368809222422101 0.00022092163130605047 -0.00044002589811500774 0.00033311156311722671 2.6458033242384265e-05
leaf_weight=0.0010600049871222874 0.00105496092083228 0.0010186520930324252 0.0010088173657975038 0.0014860021106616272 0.0013197310032177999 0.0010177831989408872
leaf_count=213 394 1071 400 464 156 423
internal_value=0 -3.89368e-05 -8.51001e-05 -0.000148857 -1.99364e-05 -0.000248732
internal_weight=0 0.00691099 0.00585099 0.00484217 0.00335617 0.00203644
internal_count=3121 2727 2514 2114 1650 1494
is_linear=0
shrinkage=0.00196078


Tree=8957
num_leaves=5
num_cat=0
split_feature=457 2 43 1
split_gain=1.01288e-05 2.42056e-05 3.95938e-05 5.60346e-05
threshold=0.069910000000000014 0.113445 -0.074359999999999996 0.089175000000000018
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=0.0058075034795477716 0.0088510985357532126 0.0092470229263148847 0.00032637248495531789 -0.02790924065531529
leaf_weight=0.0019633397765973257 0.0010898834357301263 0.0015573645638985098 0.001526352702240049 0.0013027179476434027
leaf_count=962 267 473 968 451
internal_value=0 -0.00158378 -0.0051034 -0.0126754
internal_weight=0 0.00634977 0.00479241 0.00282907
internal_count=3121 2854 2381 1419
is_linear=0
shrinkage=0.1


Tree=8958
num_leaves=6
num_cat=0
split_feature=484 151 48 16 16
split_gain=9.568e-06 1.62386e-05 4.31644e-05 4.0996e-05 2.1487e-05
threshold=0.044540000000000003 -0.0083949999999999979 0.091545000000000015 -0.15241499999999997 0.31475000000000003
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.011427252154937366 0.0090164409956443852 0.013025201388464192 0.0182191247926041 -0.016201261706462577 0.0018364496720373828
leaf_weight=0.0013054045054546638 0.0010060219259499497 0.0010567772408301857 0.0011403265576261602 0.0019090968518778865 0.0010096839727777752
leaf_count=439 435 283 234 1457 273
internal_value=0 -0.00147202 0.00106823 -0.00385123 -0.00996154
internal_weight=0 0.00642129 0.00511588 0.00397556 0.00291878
internal_count=3121 2686 2247 2013 1730
is_linear=0
shrinkage=0.1


Tree=8959
num_leaves=7
num_cat=0
split_feature=50 47 4 151 1 4
split_gain=1.69687e-05 2.50968e-05 6.68011e-05 4.75001e-05 9.04999e-05 2.44221e-05
threshold=0.079410000000000008 0.10904500000000002 0.24564500000000003 -0.0071249999999999985 0.083835000000000007 -0.15764999999999998
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=0.0003470491253266013 -0.00023629762942136448 -0.00025257998074460571 0.00051367890362202925 0.00028369373292093229 -0.00053289582277065393 -0.00011858462788067779
leaf_weight=0.0010549816169451473 0.0010405208449349021 0.0010129546698608161 0.0011143497849640006 0.0013166200379485394 0.0013335794424048759 0.0010373706581665951
leaf_count=352 609 136 353 74 412 1185
internal_value=0 3.23934e-05 8.16797e-05 -1.98264e-05 -0.000124786 0.000106415
internal_weight=0 0.00686986 0.0058569 0.00474255 0.00368757 0.00235399
internal_count=3121 2512 2376 2023 1671 1259
is_linear=0
shrinkage=0.00196078


Tree=8960
num_leaves=5
num_cat=0
split_feature=42 49 15 12
split_gain=9.33851e-06 2.36382e-05 2.62807e-05 3.83438e-05
threshold=0.091735000000000025 -0.0060549999999999988 -0.037864999999999989 0.088365000000000013
decision_type=2 2 2 2
left_child=1 -1 -3 -4
right_child=-2 2 3 -5
leaf_value=-0.0083668322379850165 -0.0086805788058821019 -0.0040046230963136469 0.021033501836157854 -0.0032217543275167037
leaf_weight=0.0017802007916671182 0.0010722040767861766 0.0018441021882798607 0.0016497384353266317 0.0010773925335528236
leaf_count=540 667 781 663 470
internal_value=0 0.00140899 0.00521604 0.0114511
internal_weight=0 0.00635143 0.00457123 0.00272713
internal_count=3121 2454 1914 1133
is_linear=0
shrinkage=0.1


Tree=8961
num_leaves=6
num_cat=0
split_feature=52 0 0 15 12
split_gain=1.75462e-05 3.11947e-05 3.79037e-05 4.89779e-05 2.66207e-05
threshold=0.11434500000000002 -0.077999999999999986 -0.10607499999999999 -0.095869999999999983 0.095175000000000023
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -3
right_child=-2 4 -4 -5 -6
leaf_value=-0.00021233231878865791 -0.00024149361588948989 4.4371702082545407e-05 -0.00039423172449188417 0.00028237076945024727 0.00044117833394902731
leaf_weight=0.0015500166877092272 0.0010519471682319294 0.0017662368053839835 0.001076388747105536 0.001527873979153032 0.0010285306228503387
leaf_count=204 501 524 1269 264 359
internal_value=0 3.02341e-05 -7.75196e-05 3.32397e-05 0.000190405
internal_weight=0 0.00694905 0.00415428 0.00307789 0.00279477
internal_count=3121 2620 1737 468 883
is_linear=0
shrinkage=0.00196078


Tree=8962
num_leaves=6
num_cat=0
split_feature=52 133 52 2 4
split_gain=1.72374e-05 2.85086e-05 5.63364e-05 8.38537e-05 6.60493e-05
threshold=0.11434500000000002 -1.0000000180025095e-35 -0.0064899999999999992 0.10097500000000002 -0.0039549999999999993
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -3
right_child=-2 2 3 -5 -6
leaf_value=-0.00028132763552886266 -0.00024603404592910043 -0.00048590433334465727 0.00050353961180583354 -0.0001256663493714383 0.00013071250662666329
leaf_weight=0.0010342659183364784 0.0010828717230045252 0.0011874304243766232 0.0019518070662109448 0.0013972936651346138 0.0015264273207924943
leaf_count=813 501 730 557 220 300
internal_value=0 1.95566e-05 7.08837e-05 0.000241026 -0.000139084
internal_weight=0 0.00709722 0.00606296 0.0033491 0.00271386
internal_count=3121 2620 1807 777 1030
is_linear=0
shrinkage=0.00196078


Tree=8963
num_leaves=6
num_cat=0
split_feature=13 39 48 1 16
split_gain=1.6955e-05 2.57929e-05 2.75532e-05 6.21346e-05 4.01015e-05
threshold=-0.23438999999999996 0.0046100000000000004 0.085845000000000019 1.0000000180025095e-35 -0.087989999999999985
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
right_child=1 -3 -4 4 -6
leaf_value=0.00023409339829282978 -0.00038938111643496259 0.00025440275479267517 -0.00029474399002619176 0.00041266152968332317 -4.0607248763398545e-05
leaf_weight=0.0010197527759461958 0.0011542804239023669 0.0010033065681420783 0.0017208878062030192 0.0012625993698801067 0.0018499384229020695
leaf_count=169 1334 330 363 232 693
internal_value=0 -3.65508e-05 -8.53033e-05 -8.31937e-07 0.000143261
internal_weight=0 0.00699101 0.00598771 0.00426682 0.00311254
internal_count=3121 2952 2622 2259 925
is_linear=0
shrinkage=0.00196078


Tree=8964
num_leaves=6
num_cat=0
split_feature=52 0 4 0 15
split_gain=1.78178e-05 3.02733e-05 3.74164e-05 3.44222e-05 4.22132e-05
threshold=0.11434500000000002 -0.077999999999999986 -0.35136499999999998 -0.10607499999999999 -0.095869999999999983
decision_type=2 2 2 2 2
left_child=1 3 -3 4 -1
right_child=-2 2 -4 -5 -6
leaf_value=-0.00020091325778713844 -0.00024478719405253332 -8.8333411315416347e-05 0.00037557151456327702 -0.00037894304026842756 0.00025857556166024109
leaf_weight=0.0015461522524938256 0.0010670514517653329 0.0011290690588098538 0.0016384503356275659 0.0010831578148093055 0.0015287529503249936
leaf_count=204 501 202 681 1269 264
internal_value=0 2.74087e-05 0.000186312 -7.83537e-05 2.75311e-05
internal_weight=0 0.00692558 0.00276752 0.00415806 0.00307491
internal_count=3121 2620 883 1737 468
is_linear=0
shrinkage=0.00196078


Tree=8965
num_leaves=6
num_cat=0
split_feature=457 1 1 4 47
split_gain=9.92972e-06 2.08757e-05 4.00992e-05 2.20472e-05 6.51093e-06
threshold=0.069910000000000014 0.111945 0.096125000000000016 -0.083854999999999985 0.097480000000000011
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -3
right_child=-2 4 -4 -5 -6
leaf_value=0.0074708677853704102 0.0087250182019277967 0.012400555915185326 -0.022458421215416108 -0.0090158308516109995 0.0010937848450186282
leaf_weight=0.0017799185579982012 0.0010957034065259379 0.0010217695264007958 0.0010556238778045577 0.0014902342683340551 0.0010154121459546271
leaf_count=498 267 326 323 1578 129
internal_value=0 -0.00158176 -0.00551249 -4.225e-05 0.00676481
internal_weight=0 0.00636296 0.00432578 0.00327015 0.00203718
internal_count=3121 2854 2399 2076 455
is_linear=0
shrinkage=0.1


Tree=8966
num_leaves=6
num_cat=0
split_feature=4 151 16 16 3
split_gain=1.04546e-05 2.10474e-05 2.99009e-05 2.27958e-05 3.1299e-05
threshold=0.40473500000000007 -0.024429999999999997 -0.092484999999999984 0.033715000000000009 -0.013929999999999998
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.011380279384487511 0.0088060726155676106 -0.015525780333548417 0.010338626265388479 0.0068561367283634309 -0.017143186772976066
leaf_weight=0.0010371456075438188 0.0011281539337926038 0.0016176229623076216 0.0014876049758778547 0.0010370388699435442 0.001141645596685284
leaf_count=473 304 482 1267 469 126
internal_value=0 -0.00164425 -0.00420076 0.000796017 -0.00571967
internal_weight=0 0.00632106 0.00528391 0.00366629 0.00217868
internal_count=3121 2817 2344 1862 595
is_linear=0
shrinkage=0.1


Tree=8967
num_leaves=6
num_cat=0
split_feature=52 13 12 16 4
split_gain=2.37098e-05 3.86178e-05 4.45432e-05 4.02777e-05 5.36414e-05
threshold=0.11434500000000002 -0.094514999999999988 0.096475000000000019 -0.073849999999999985 -0.031404999999999995
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=0.00027019495574601967 -0.00027496196427374326 -0.00037514980917991575 0.0003185926872172308 -0.00030115882983007482 0.00026507003740154416
leaf_weight=0.0019562203719610885 0.0010936545956422173 0.0016884388830325768 0.0010089677832403124 0.0011570552038699521 0.0014485256809834912
leaf_count=318 501 860 419 421 602
internal_value=0 3.47278e-05 -5.21337e-05 -0.000139243 1.36259e-05
internal_weight=0 0.00725921 0.00530299 0.00429402 0.00260558
internal_count=3121 2620 2302 1883 1023
is_linear=0
shrinkage=0.00196078


Tree=8968
num_leaves=6
num_cat=0
split_feature=3 13 13 2 2
split_gain=1.00691e-05 5.67306e-05 2.9775e-05 2.66807e-05 2.43462e-05
threshold=-0.078934999999999991 -0.023499999999999997 -0.061684999999999997 0.11215000000000001 0.089775000000000008
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.02208676929303412 0.013030793271899214 0.0079051469784787408 -0.0070756192106059615 -0.016553488645425666 0.014398838925913069
leaf_weight=0.001115669323064335 0.0017549626545965489 0.0014508130409791567 0.0011079469461658699 0.0010166314900531288 0.0010084960404929751
leaf_count=956 671 786 253 201 254
internal_value=0 -0.00513257 0.00260258 -0.00323868 0.00315707
internal_weight=0 0.00256648 0.00488804 0.00313307 0.00211644
internal_count=3121 1742 1379 708 507
is_linear=0
shrinkage=0.1


Tree=8969
num_leaves=6
num_cat=0
split_feature=4 42 15 43 1
split_gain=1.04958e-05 1.76999e-05 3.08609e-05 2.97727e-05 3.26699e-05
threshold=0.27834500000000006 0.088915000000000008 0.024640000000000006 -1.0000000180025095e-35 0.086560000000000012
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.0073475417719392261 0.0084089695242055527 -0.01291750707853296 -0.01357343480071224 0.024540676720612345 0.0018468791167692922
leaf_weight=0.0012953792386252274 0.0012240254668086812 0.0011507100326397963 0.0011509619304088097 0.001077984288739187 0.0015414363846680708
leaf_count=763 340 786 770 182 280
internal_value=0 -0.00172177 0.000821387 0.0050535 0.0111862
internal_weight=0 0.00621647 0.00506576 0.0039148 0.00261942
internal_count=3121 2781 1995 1225 462
is_linear=0
shrinkage=0.1


Tree=8970
num_leaves=7
num_cat=0
split_feature=484 49 52 15 15 0
split_gain=1.78514e-05 2.47295e-05 3.8887e-05 5.71604e-05 8.08989e-05 3.73234e-05
threshold=0.073690000000000019 -0.081404999999999991 -0.07167999999999998 -0.11713499999999999 -0.031204999999999997 -0.077639999999999987
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=0.00023343491021898726 0.00023257150156706964 -0.00041704287784538548 -0.00039309062400297453 0.0005297194001505453 0.00018077065383443364 -0.00030983902827024055
leaf_weight=0.0010672143997547982 0.0010543471716253196 0.0011351354532338261 0.0011533429383549661 0.0011791276100968774 0.0010553038748854653 0.0013702667578834129
leaf_count=213 394 591 317 415 818 373
internal_value=0 -4.1209e-05 -9.09451e-05 -1.31474e-05 0.000108418 -9.63873e-05
internal_weight=0 0.00696039 0.00589318 0.00475804 0.0036047 0.00242557
internal_count=3121 2727 2514 1923 1606 1191
is_linear=0
shrinkage=0.00196078


Tree=8971
num_leaves=6
num_cat=0
split_feature=50 4 12 0 49
split_gain=2.17138e-05 3.7598e-05 2.75206e-05 5.08838e-05 6.49397e-05
threshold=0.079410000000000008 0.27834500000000006 -1.0000000180025095e-35 -0.053834999999999994 -0.006494999999999999
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.000315355335516456 -0.00026712094378472401 0.00036143428330491468 -0.00012041737752466993 -0.00023752986781002869 0.0004458613624283313
leaf_weight=0.0010625355770707131 0.0010675844256533727 0.0011256209006290175 0.001457624654448204 0.0017231214330573653 0.0016713343368327876
leaf_count=236 609 315 293 320 1348
internal_value=0 3.29718e-05 -2.95385e-05 3.30512e-05 0.000182061
internal_weight=0 0.00704024 0.00591462 0.00485208 0.00312896
internal_count=3121 2512 2197 1961 1641
is_linear=0
shrinkage=0.00196078


Tree=8972
num_leaves=5
num_cat=0
split_feature=49 43 12 1
split_gain=9.8553e-06 1.60727e-05 3.44748e-05 3.56619e-05
threshold=-0.047584999999999995 -0.17390999999999998 0.090840000000000018 0.10508500000000001
decision_type=2 2 2 2
left_child=-1 -2 3 -3
right_child=1 2 -4 -5
leaf_value=0.0067408499607254507 0.0091618798057678738 -0.0078329052308145058 -0.017659691078453103 0.013078990527771176
leaf_weight=0.001657780820367263 0.0010546258413022605 0.0019230519077707126 0.0014000402897353745 0.0014159257364991626
leaf_count=403 177 1296 909 336
internal_value=0 -0.00200325 -0.00448795 0.00103499
internal_weight=0 0.00579364 0.00473902 0.00333898
internal_count=3121 2718 2541 1632
is_linear=0
shrinkage=0.1


Tree=8973
num_leaves=6
num_cat=0
split_feature=4 40 47 3 43
split_gain=1.97812e-05 2.84056e-05 5.05698e-05 3.3159e-05 5.43958e-05
threshold=0.27834500000000006 -1.0000000180025095e-35 0.092165000000000011 0.090900000000000009 -0.084004999999999982
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.0003450268134315288 0.00021706794221213445 0.00010905757977789015 0.00036996984027209197 0.00016791996128403644 -0.00041048904103278887
leaf_weight=0.0010334498192302215 0.0013146557751917637 0.0013229559989337471 0.0011799759731643735 0.0013867118782794068 0.001869813112168862
leaf_count=248 340 534 260 178 1561
internal_value=0 -4.5697e-05 8.01338e-06 -8.52504e-05 -0.00019521
internal_weight=0 0.00679291 0.00575946 0.00457948 0.00319277
internal_count=3121 2781 2533 2273 2095
is_linear=0
shrinkage=0.00196078


Tree=8974
num_leaves=6
num_cat=0
split_feature=42 160 151 16 0
split_gain=9.21687e-06 2.31275e-05 2.38636e-05 4.14751e-05 3.93119e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.0077149999999999988 0.16703000000000004 -0.10474999999999998
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.008080729792971416 -0.0095436686527069284 -0.0088671575692218646 0.0029778850484263337 -0.0085688686291225582 0.026872738191845064
leaf_weight=0.0012002840918273142 0.0014578703727191602 0.0010042989278434005 0.0013812389948863104 0.0010377196848553472 0.001372858959806576
leaf_count=862 828 301 196 278 656
internal_value=0 0.00148623 0.00483898 0.00846917 0.014889
internal_weight=0 0.00625399 0.00479612 0.00379182 0.0027541
internal_count=3121 2259 1431 1130 852
is_linear=0
shrinkage=0.1


Tree=8975
num_leaves=7
num_cat=0
split_feature=50 4 151 47 1 2
split_gain=2.21611e-05 3.22599e-05 2.21314e-05 3.26702e-05 3.72323e-05 1.84121e-05
threshold=0.079410000000000008 0.27834500000000006 -0.016164999999999995 0.092165000000000011 0.086560000000000012 0.092365000000000017
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=0.00024332830993637508 -0.0002632908816154767 0.00034572588718370791 0.00017470370958991654 0.00022944644239541353 -0.0004294331268184126 -0.00016456720098727284
leaf_weight=0.0010235033493225312 0.0010761365714560597 0.0011090857419214046 0.0010725172658893913 0.0010665920679832409 0.0012915564396508762 0.0014416535235729857
leaf_count=365 609 315 801 163 351 517
internal_value=0 3.89298e-05 -1.87828e-05 -7.38432e-05 -0.000158843 -1.9838e-05
internal_weight=0 0.00700491 0.00589582 0.00487232 0.00380573 0.00251417
internal_count=3121 2512 2197 1832 1669 1318
is_linear=0
shrinkage=0.00196078


Tree=8976
num_leaves=7
num_cat=0
split_feature=484 49 52 15 15 43
split_gain=1.64106e-05 2.45415e-05 3.42722e-05 5.74004e-05 6.9971e-05 2.73548e-05
threshold=0.073690000000000019 -0.081404999999999991 -0.07167999999999998 -0.11713499999999999 -0.031204999999999997 -0.0037449999999999996
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=0.00022236268182082675 0.00021117153605304596 -0.00040131957364131779 -0.00040524670711771345 0.00048670542282323566 -0.0003427278455540747 7.8972324623200569e-05
leaf_weight=0.0010872785462900242 0.0010792940846172652 0.0011543467003857569 0.0011574411980102626 0.0011873989808990613 0.0010001405773341744 0.0014471161050328175
leaf_count=213 394 591 317 415 732 459
internal_value=0 -4.8498e-05 -9.80236e-05 -2.49639e-05 9.61355e-05 -9.33674e-05
internal_weight=0 0.00703372 0.00594644 0.0047921 0.00363466 0.00244726
internal_count=3121 2727 2514 1923 1606 1191
is_linear=0
shrinkage=0.00196078


Tree=8977
num_leaves=6
num_cat=0
split_feature=52 52 15 2 0
split_gain=1.11651e-05 2.68554e-05 1.87689e-05 3.79724e-05 2.2477e-05
threshold=-0.057699999999999994 -0.12005499999999998 -0.11713499999999999 0.10097500000000002 -0.077999999999999986
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.0070756099192580404 -0.013775984394497948 0.014194520390199167 0.00010686231515028364 -0.013097890831714785 0.019415172334381378
leaf_weight=0.0010065457084746953 0.0011827401787853063 0.0014468590566784783 0.0015018492385501505 0.0013193432543336741 0.0010072654519585802
leaf_count=537 374 389 1162 327 332
internal_value=0 0.00546813 -0.00276527 0.000636316 0.00785804
internal_weight=0 0.0024534 0.0050112 0.00382846 0.00250911
internal_count=3121 926 2195 1821 1494
is_linear=0
shrinkage=0.1


Tree=8978
num_leaves=6
num_cat=0
split_feature=4 4 2 15 0
split_gain=1.14047e-05 1.45478e-05 3.13156e-05 3.29839e-05 2.75019e-05
threshold=0.27834500000000006 0.098655000000000007 0.10981000000000002 -0.028889999999999996 -0.026509999999999995
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.0086221405787859258 0.0087603937111540627 -0.011477794897675274 0.015049852831181404 -0.0012429494738134118 -0.022576461968796372
leaf_weight=0.0013817140552829436 0.001226615364283974 0.0012409290167912368 0.0011557086828556211 0.0013628435302617682 0.0010856553827747739
leaf_count=743 340 207 352 1292 187
internal_value=0 -0.00178915 0.000622227 -0.00373109 -0.0107022
internal_weight=0 0.00622685 0.00498592 0.00383021 0.0024485
internal_count=3121 2781 2574 2222 1479
is_linear=0
shrinkage=0.1


Tree=8979
num_leaves=6
num_cat=0
split_feature=50 4 12 0 49
split_gain=1.42995e-05 2.38236e-05 1.90399e-05 3.35274e-05 6.52532e-05
threshold=0.079410000000000008 0.27834500000000006 -1.0000000180025095e-35 -0.053834999999999994 -0.006494999999999999
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.00026171968964590201 -0.00022024773684799169 0.00029553312148256848 -0.00015732362740532448 -0.00019438547250615927 0.00041941550177689306
leaf_weight=0.0010461282056182901 0.0010295535107082152 0.001075092526946533 0.0014012436078102688 0.0016467510210341442 0.0016334340584303177
leaf_count=236 609 315 293 320 1348
internal_value=0 2.7705e-05 -2.25677e-05 3.0874e-05 0.00015311
internal_weight=0 0.00680265 0.00572756 0.00468143 0.00303468
internal_count=3121 2512 2197 1961 1641
is_linear=0
shrinkage=0.00196078


Tree=8980
num_leaves=6
num_cat=0
split_feature=0 47 48 15 0
split_gain=1.91045e-05 2.55985e-05 2.91368e-05 5.79258e-05 3.97181e-05
threshold=-0.019414999999999998 0.092530000000000015 0.086260000000000017 -0.095244999999999982 -0.10096999999999999
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.00050252019009789284 0.00016177689589174447 -0.00027805279856078785 -0.00024684668038128658 0.00019617143222126757 -0.00031605088910280761
leaf_weight=0.0010035576297677045 0.0019783472330453123 0.0015447984823528894 0.0012069837451890372 0.0011591357576016088 0.0011689514254688523
leaf_count=294 365 310 323 253 1576
internal_value=0 -6.00363e-05 1.41693e-05 0.00010873 -6.10195e-05
internal_weight=0 0.00608343 0.00453863 0.00333164 0.00232809
internal_count=3121 2756 2446 2123 1829
is_linear=0
shrinkage=0.00196078


Tree=8981
num_leaves=6
num_cat=0
split_feature=16 1 150 16 13
split_gain=1.07307e-05 3.53646e-05 3.03683e-05 4.16222e-05 3.24211e-05
threshold=0.38525000000000004 0.077565000000000009 0.080470000000000014 -0.36241499999999999 -0.00096999999999999983
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.013434132352260536 0.0094186075994740458 -0.018684014590363826 0.017543370411656743 0.019350930453143303 -0.0038389918070890999
leaf_weight=0.0018073812820349131 0.0010303749379361737 0.0010042686502958636 0.0011028465231089565 0.0010019383039480368 0.0015136737260682547
leaf_count=1511 311 212 295 522 270
internal_value=0 -0.00157373 0.00306342 -0.00147343 0.00539728
internal_weight=0 0.00643011 0.00462273 0.00351988 0.00251561
internal_count=3121 2810 1299 1004 792
is_linear=0
shrinkage=0.1


Tree=8982
num_leaves=6
num_cat=0
split_feature=51 4 42 4 4
split_gain=1.30428e-05 2.15312e-05 3.60002e-05 4.47648e-05 2.95212e-05
threshold=0.08955500000000001 0.27834500000000006 0.086325000000000013 0.055260000000000011 -0.084369999999999987
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.00072914070975827958 -0.010380698302106443 0.014577459573602078 -0.015580283597773678 -0.013969047445214775 0.01921328633404755
leaf_weight=0.0013873721029024476 0.0010497951560273821 0.0010717702007662661 0.0012791430329086115 0.0010616390197369695 0.0015964666829852831
leaf_count=449 409 321 890 186 866
internal_value=0 0.00164561 -0.000957386 0.00366624 0.00994081
internal_weight=0 0.00639639 0.00532462 0.00404548 0.00298384
internal_count=3121 2712 2391 1501 1315
is_linear=0
shrinkage=0.1


Tree=8983
num_leaves=6
num_cat=0
split_feature=50 4 0 0 49
split_gain=1.99344e-05 2.31462e-05 2.09674e-05 3.46205e-05 3.10846e-05
threshold=0.079410000000000008 0.27834500000000006 -0.019414999999999998 -0.10096999999999999 -0.006494999999999999
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.00017823169279634478 -0.00025828775738687972 0.00029879251060070021 0.00016620257888990547 -0.00035046374491579422 0.00024511038503640162
leaf_weight=0.0013150689341082213 0.0010257896071664673 0.0010760230742915813 0.0017228356960369007 0.0013337241063160867 0.0013528242022135583
leaf_count=177 609 315 236 1542 242
internal_value=0 3.49431e-05 -1.46526e-05 -9.2517e-05 3.64349e-05
internal_weight=0 0.00680048 0.00572445 0.00400162 0.00266789
internal_count=3121 2512 2197 1961 419
is_linear=0
shrinkage=0.00196078


Tree=8984
num_leaves=6
num_cat=0
split_feature=0 1 47 4 1
split_gain=1.21985e-05 2.91715e-05 3.02429e-05 2.56064e-05 1.88717e-05
threshold=-0.060129999999999996 0.086105000000000015 0.092530000000000015 -0.35136499999999998 0.11181500000000001
decision_type=2 2 2 2 2
left_child=1 -1 4 -2 -3
right_child=3 2 -4 -5 -6
leaf_value=-0.017806231148872007 -0.0052407713483130286 0.013075551362902402 -0.012884888964282025 0.014931615693143725 -0.0040126973402971602
leaf_weight=0.00104183846326993 0.0011717682362599757 0.0017215635590860918 0.0011106293082724442 0.0013591744298467588 0.0010346947889550936
leaf_count=1572 227 554 203 346 219
internal_value=0 -0.00295455 0.00104687 0.00559226 0.00666065
internal_weight=0 0.00490873 0.00386689 0.00253094 0.00275626
internal_count=3121 2548 976 573 773
is_linear=0
shrinkage=0.1


Tree=8985
num_leaves=6
num_cat=0
split_feature=50 3 1 3 3
split_gain=2.50126e-05 3.36687e-05 4.0629e-05 9.38488e-05 8.3972e-05
threshold=0.079410000000000008 -0.12018999999999998 0.094090000000000021 0.0051600000000000005 0.11296500000000002
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -4
right_child=-2 2 4 -5 -6
leaf_value=0.00030010723571306168 -0.0002814074688755616 -0.00062262862816870213 0.00040889371591854826 0.00011287465853164537 -0.0002541156027648405
leaf_weight=0.0014834601193233201 0.0010933249051273139 0.0011748601325730003 0.0017203864461251008 0.0015429531321438431 0.0012815235756978541
leaf_count=293 609 1456 444 133 186
internal_value=0 3.68804e-05 -3.13898e-05 -0.00020507 0.000125853
internal_weight=0 0.00720318 0.00571972 0.00271781 0.00300191
internal_count=3121 2512 2219 1589 630
is_linear=0
shrinkage=0.00196078


Tree=8986
num_leaves=6
num_cat=0
split_feature=4 42 43 2 1
split_gain=1.19095e-05 1.80652e-05 3.26129e-05 2.32038e-05 2.28582e-05
threshold=0.24564500000000003 -1.0000000180025095e-35 -0.052894999999999991 0.089885000000000007 0.086560000000000012
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.01438730883855085 0.0070826428540110139 0.013028666042324999 -0.017414315266378651 0.010740834792738668 -0.0097069287146764396
leaf_weight=0.0010135269020153069 0.0017823135825869646 0.0014119151195588838 0.0010487932199185639 0.0011108802278637791 0.0010764681535864694
leaf_count=797 426 910 511 226 251
internal_value=0 -0.00229052 0.000347228 -0.00518563 0.000677798
internal_weight=0 0.00566158 0.00464806 0.00323614 0.00218735
internal_count=3121 2695 1898 988 477
is_linear=0
shrinkage=0.1


Tree=8987
num_leaves=7
num_cat=0
split_feature=50 4 151 47 1 4
split_gain=2.31016e-05 2.98106e-05 2.74166e-05 3.23758e-05 4.04267e-05 1.77669e-05
threshold=0.079410000000000008 0.27834500000000006 -0.016164999999999995 0.092165000000000011 0.086560000000000012 -0.15764999999999998
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=0.00027985649869591094 -0.00027226659824273011 0.0003395839751884799 0.0001447285927711759 0.00022785909939749695 -0.00044334998190313275 -0.0001886083032841898
leaf_weight=0.0010049154487631788 0.0010413620510370267 0.0010838610161398475 0.0012872497606916901 0.0010509434662259219 0.0012859825936527738 0.0011767399281027518
leaf_count=365 609 315 84 163 351 1234
internal_value=0 4.10729e-05 -1.46546e-05 -7.63009e-05 -0.000161543 -1.44648e-05
internal_weight=0 0.00688969 0.00580583 0.00480092 0.00374997 0.00246399
internal_count=3121 2512 2197 1832 1669 1318
is_linear=0
shrinkage=0.00196078


Tree=8988
num_leaves=7
num_cat=0
split_feature=47 16 43 52 15 15
split_gain=2.0634e-05 5.8885e-05 4.60662e-05 5.77616e-05 4.53826e-05 3.96915e-05
threshold=0.11596500000000001 -0.48836499999999994 -0.17390999999999998 0.084960000000000022 -0.0063699999999999989 -0.10091499999999999
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=0.0004658238706278982 -0.00026826227952860698 0.00033490807160071551 6.8370850508294188e-05 -0.00049769570880876324 0.00021340500886257962 -0.00047989926319322909
leaf_weight=0.0010293542741755257 0.001004907609730884 0.0010426671514170253 0.0010090316414977185 0.0011806473377902211 0.0019128848003946135 0.0010216650404410797
leaf_count=247 139 182 287 805 739 722
internal_value=0 3.16837e-05 -4.07813e-05 -0.000117226 -3.319e-06 -0.00020747
internal_weight=0 0.00719625 0.0061669 0.00512423 0.00394358 0.0020307
internal_count=3121 2982 2735 2553 1748 1009
is_linear=0
shrinkage=0.00196078


Tree=8989
num_leaves=6
num_cat=0
split_feature=51 4 42 4 4
split_gain=1.05725e-05 1.63347e-05 3.36438e-05 3.72337e-05 2.8549e-05
threshold=0.087505000000000013 0.27834500000000006 0.086325000000000013 0.055260000000000011 -0.084369999999999987
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.00073364969920507389 -0.0089750087285524818 0.012787205176716932 -0.014841741288532592 -0.012227431219271754 0.019088183795093219
leaf_weight=0.0013888458110487088 0.001125548130914495 0.0010730207542630965 0.0012815540074954199 0.0010631886001522973 0.0015238611895651948
leaf_count=445 435 321 884 186 850
internal_value=0 0.0015432 -0.000751646 0.00379003 0.00963668
internal_weight=0 0.00633047 0.00525745 0.0039759 0.00291271
internal_count=3121 2686 2365 1481 1295
is_linear=0
shrinkage=0.1


Tree=8990
num_leaves=6
num_cat=0
split_feature=1 12 52 43 4
split_gain=1.0814e-05 2.47361e-05 3.11888e-05 3.12754e-05 7.83778e-05
threshold=0.12500000000000003 0.098810000000000023 -0.085984999999999992 -0.0037449999999999996 -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=-0.014377169960093646 0.00927075366755418 -0.015527952157414619 -0.0074651946125391362 0.031993828363580515 -0.0019280465412230526
leaf_weight=0.0010365135164365474 0.0010684303311993765 0.0010626252345151566 0.0013749881154167271 0.0010924976437746584 0.0018089622558654344
leaf_count=547 279 414 1224 396 261
internal_value=0 -0.00160011 0.00118554 0.00495759 0.0108447
internal_weight=0 0.00637559 0.00531296 0.00427645 0.00290146
internal_count=3121 2842 2428 1881 657
is_linear=0
shrinkage=0.1


Tree=8991
num_leaves=6
num_cat=0
split_feature=43 3 4 15 2
split_gain=1.13689e-05 3.43381e-05 2.41883e-05 4.02168e-05 1.87815e-05
threshold=-0.04890499999999999 -0.075944999999999985 -0.059649999999999988 -0.037864999999999989 0.10467500000000002
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.0035774266968374422 -0.013632509984156431 0.019718373834422626 -0.015138031537396585 0.018383690963255334 0.00317381975446572
leaf_weight=0.0016908961080990673 0.0014713253957527317 0.0010110783763075978 0.0010801412800044549 0.001010472256145797 0.0011633461029858939
leaf_count=1013 890 442 330 203 243
internal_value=0 0.00513986 -0.00299254 0.00181848 -0.00564254
internal_weight=0 0.00270197 0.00472529 0.00325396 0.00224349
internal_count=3121 1455 1666 776 573
is_linear=0
shrinkage=0.1


Tree=8992
num_leaves=6
num_cat=0
split_feature=0 51 15 42 16
split_gain=1.20596e-05 2.51744e-05 2.35244e-05 3.3667e-05 5.29151e-05
threshold=-0.019414999999999998 -0.076794999999999988 -0.10653 0.083995000000000014 -0.079109999999999986
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.016271517792451895 0.0070416208001168505 0.011343146187225667 -0.027833070146448063 0.010959512775434116 0.0041147529454468494
leaf_weight=0.0010517562290956748 0.001819623549730337 0.0014621039157964796 0.0010038578226334385 0.001005532951642997 0.0010721401824566148
leaf_count=435 365 408 539 938 436
internal_value=0 -0.00233005 0.000897114 -0.00405925 -0.0113338
internal_weight=0 0.00559539 0.00454363 0.00308153 0.002076
internal_count=3121 2756 2321 1913 975
is_linear=0
shrinkage=0.1


Tree=8993
num_leaves=7
num_cat=0
split_feature=16 52 12 3 1 2
split_gain=1.00802e-05 3.22018e-05 3.41536e-05 2.73838e-05 5.79714e-05 1.4145e-05
threshold=0.38525000000000004 0.10160000000000001 0.086700000000000013 -1.0000000180025095e-35 0.10612500000000001 0.089885000000000007
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -4
right_child=-2 -3 5 4 -6 -7
leaf_value=-0.017891689736874914 0.0091540385674889705 -0.017538051670460558 0.0034641164315466783 0.016518464310394505 -0.015654981785465687 0.020220649260452351
leaf_weight=0.0010565111529070256 0.0010291907613223291 0.0010476421498558765 0.0010001080353679004 0.0012095294573672179 0.0010429469436811895 0.0010150892815816398
leaf_count=824 311 591 639 161 190 405
internal_value=0 -0.00151195 0.00164152 -0.00460882 0.00162144 0.0119047
internal_weight=0 0.00637183 0.00532418 0.00330899 0.00225248 0.0020152
internal_count=3121 2810 2219 1175 351 1044
is_linear=0
shrinkage=0.1


Tree=8994
num_leaves=6
num_cat=0
split_feature=4 2 2 42 15
split_gain=9.94337e-06 1.64659e-05 3.13263e-05 2.16741e-05 1.70131e-05
threshold=0.24564500000000003 0.10672500000000001 0.092875000000000013 0.084895000000000012 -0.015744999999999999
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.0026832117675333889 0.0065065667034131308 0.0070277237836619951 -0.020512406250950022 0.011802399151478293 -0.015208005654930204
leaf_weight=0.001089129927714831 0.0017711831974435528 0.0014647012901943847 0.0010211927109224435 0.0010000033704743176 0.0010380962099413396
leaf_count=339 426 438 466 780 672
internal_value=0 -0.00208728 -0.00530556 -0.000339779 -0.00604779
internal_weight=0 0.00561312 0.00414842 0.00312723 0.00212723
internal_count=3121 2695 2257 1791 1011
is_linear=0
shrinkage=0.1


Tree=8995
num_leaves=7
num_cat=0
split_feature=13 12 0 151 43 4
split_gain=2.96001e-05 3.48595e-05 3.55583e-05 7.78936e-05 3.71419e-05 5.08849e-05
threshold=-0.23438999999999996 -0.010834999999999999 -0.053834999999999994 -0.0083949999999999979 -0.074359999999999996 0.053180000000000012
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=0.00030292402563916927 0.00028742906937757428 -0.00045616286525053412 -0.00038144216391751006 0.00039905794108746449 -0.00032460662074112627 0.0002463145927647285
leaf_weight=0.0010536255274017341 0.0010181195809511679 0.0012064503720693801 0.0013810912004726325 0.0012121107953392343 0.0011313991245377603 0.0012783651298752816
leaf_count=169 345 372 389 659 1010 177
internal_value=0 -4.88665e-05 -0.000104007 -2.46493e-05 0.000119088 -2.17364e-05
internal_weight=0 0.00722754 0.00620942 0.00482833 0.00362188 0.00240976
internal_count=3121 2952 2607 2218 1846 1187
is_linear=0
shrinkage=0.00196078


Tree=8996
num_leaves=5
num_cat=0
split_feature=0 0 15 16
split_gain=1.19516e-05 2.09465e-05 3.92914e-05 4.83398e-05
threshold=-0.019414999999999998 -0.082974999999999979 -0.0063699999999999989 -0.090344999999999995
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=0.004487019004147651 0.0070322475862333606 -0.012627996502148223 0.0161430549117265 -0.022624219535484297
leaf_weight=0.0018587192529278651 0.0018105592560136111 0.0014563262230200954 0.001247682192966222 0.0010177886571084707
leaf_count=466 365 1186 563 541
internal_value=0 -0.002318 0.00132264 -0.00510569
internal_weight=0 0.00558052 0.00412419 0.00287651
internal_count=3121 2756 1570 1007
is_linear=0
shrinkage=0.1


Tree=8997
num_leaves=5
num_cat=0
split_feature=3 12 4 3
split_gain=9.80999e-06 1.96303e-05 4.71485e-05 3.06469e-05
threshold=0.13524500000000003 0.084100000000000022 0.09173000000000002 0.076840000000000006
decision_type=2 2 2 2
left_child=1 3 -3 -1
right_child=-2 2 -4 -5
leaf_value=0.013826041925423183 0.008551009728126507 -0.018840965437287679 0.0077799823753851765 -0.0049964954180006923
leaf_weight=0.0015601292883551362 0.0011295635580154569 0.0016189606401618962 0.0011294466190613921 0.0019415247820775547
leaf_count=640 192 1843 212 234
internal_value=0 -0.00157536 -0.0079012 0.00338971
internal_weight=0 0.00625006 0.00274841 0.00350165
internal_count=3121 2929 2055 874
is_linear=0
shrinkage=0.1


Tree=8998
num_leaves=6
num_cat=0
split_feature=50 3 2 48 15
split_gain=1.65937e-05 1.91802e-05 2.81286e-05 6.42558e-05 4.8875e-05
threshold=0.079410000000000008 -0.10519499999999998 0.11389000000000002 0.083985000000000018 -0.016799999999999995
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.00021097701759421726 -0.0002360631281825976 -0.00042206414169011634 -0.00030988903650678874 0.00044320696815878288 9.4049594870110304e-05
leaf_weight=0.0017011462469771251 0.0010341441425370298 0.0011522182971331518 0.0010838656785318148 0.0011302316510396113 0.0018192459900557923
leaf_count=348 609 498 355 343 968
internal_value=0 3.03106e-05 -2.89578e-05 4.52778e-05 -0.000106079
internal_weight=0 0.00688671 0.00518556 0.0041017 0.00297146
internal_count=3121 2512 2164 1809 1466
is_linear=0
shrinkage=0.00196078


Tree=8999
num_leaves=5
num_cat=0
split_feature=15 43 1 0
split_gain=1.0312e-05 2.33617e-05 2.9687e-05 3.06691e-05
threshold=-0.11713499999999999 -0.17390999999999998 0.10089500000000001 -0.10096999999999999
decision_type=2 2 2 2
left_child=-1 -2 3 -3
right_child=1 2 -4 -5
leaf_value=-0.0075899847928010957 0.014737889676559566 0.0048939467117908629 0.0099949838472773549 -0.014933837921058549
leaf_weight=0.0014487732777555421 0.001132744899354333 0.0013293447101984067 0.0015803834186462872 0.0018881112042082385
leaf_count=484 184 237 430 1786
internal_value=0 0.00182093 -0.0012287 -0.00674166
internal_weight=0 0.00593058 0.00479784 0.00321746
internal_count=3121 2637 2453 2023
is_linear=0
shrinkage=0.1


Tree=9000
num_leaves=5
num_cat=0
split_feature=0 51 16 1
split_gain=1.28272e-05 2.20395e-05 2.24491e-05 4.26888e-05
threshold=-0.019414999999999998 -0.076794999999999988 -0.27167499999999994 0.094385000000000011
decision_type=2 2 2 2
left_child=1 -1 -3 -4
right_child=-2 2 3 -5
leaf_value=-0.00029731574039011091 0.00013819055902643734 -0.00017892690612164255 -0.00011804270283076628 0.00033730327517184463
leaf_weight=0.001100556363017184 0.0018989641802059365 0.001598001999630937 0.0016077871029015185 0.0015592450832004939
leaf_count=435 365 353 1561 407
internal_value=0 -4.72224e-05 1.05404e-05 0.000106141
internal_weight=0 0.00586559 0.00476503 0.00316703
internal_count=3121 2756 2321 1968
is_linear=0
shrinkage=0.00196078


Tree=9001
num_leaves=6
num_cat=0
split_feature=52 0 13 0 2
split_gain=1.54514e-05 3.10344e-05 3.21503e-05 3.18565e-05 4.47682e-05
threshold=0.11434500000000002 -0.077999999999999986 -0.0034749999999999994 -0.10607499999999999 0.11215000000000001
decision_type=2 2 2 2 2
left_child=1 3 -3 4 -1
right_child=-2 2 -4 -5 -6
leaf_value=0.00020667039498548038 -0.0002253739866467891 0.00040137517789905479 -2.2914394799866228e-05 -0.00036991039999121787 -0.00028330692176672441
leaf_weight=0.0019183900968756089 0.0010560390147520285 0.0013840524667367857 0.001362615117094291 0.0010665709251119005 0.001144736556741863
leaf_count=314 501 515 368 1269 154
internal_value=0 2.93655e-05 0.000190886 -7.80621e-05 2.35585e-05
internal_weight=0 0.00687637 0.00274667 0.0041297 0.00306313
internal_count=3121 2620 883 1737 468
is_linear=0
shrinkage=0.00196078


Tree=9002
num_leaves=7
num_cat=0
split_feature=484 13 13 16 16 0
split_gain=1.76149e-05 2.28109e-05 3.79368e-05 2.74597e-05 5.27141e-05 9.34108e-05
threshold=0.073690000000000019 -0.076599999999999988 -0.13710499999999998 0.23311500000000004 -0.056919999999999991 -0.11437499999999999
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=-0.00010653941456461857 0.00022928001127281493 -0.00036592949549046981 0.00037733545283334837 0.00016281449968086757 -0.00057751574697658759 0.00041046308742980403
leaf_weight=0.0013882850784362796 0.0010878751241843116 0.0014601755376661544 0.001130010396839045 0.0010071742077581653 0.0010286910686274509 0.0010064493876477654
leaf_count=227 394 174 832 332 384 778
internal_value=0 -3.886e-05 0.000110585 -0.000122446 -0.000204644 -4.91404e-05
internal_weight=0 0.00702079 0.0025183 0.00450249 0.00349532 0.00246662
internal_count=3121 2727 1059 1668 1336 952
is_linear=0
shrinkage=0.00196078


Tree=9003
num_leaves=6
num_cat=0
split_feature=0 51 47 48 0
split_gain=1.36322e-05 2.50415e-05 2.50351e-05 4.04774e-05 7.9177e-05
threshold=-0.019414999999999998 -0.076794999999999988 0.092530000000000015 0.086260000000000017 -0.10096999999999999
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.00031483475792383828 0.0001414694216770559 0.00054061808112857693 -0.00023778115374981185 -0.00021283747539643837 -0.00016346735622334535
leaf_weight=0.0011042356332963757 0.0019234950406410061 0.0014039578340634064 0.0011630996861651029 0.0011433478100351391 0.0010914125001803524
leaf_count=435 365 330 251 293 1447
internal_value=0 -4.85887e-05 1.26378e-05 9.2683e-05 0.000232669
internal_weight=0 0.00590605 0.00480182 0.00363872 0.00249537
internal_count=3121 2756 2321 2070 1777
is_linear=0
shrinkage=0.00196078


Tree=9004
num_leaves=6
num_cat=0
split_feature=50 484 3 52 43
split_gain=2.08505e-05 2.40971e-05 2.98551e-05 2.96759e-05 4.0455e-05
threshold=0.079410000000000008 0.044540000000000003 0.11296500000000002 -0.069804999999999992 -0.00067499999999999993
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.00018052375446021452 -0.00025859112181536099 0.0003184591789499035 -0.00025073075701204675 -7.5775520600167141e-05 0.00036923371457550115
leaf_weight=0.0012891336680466614 0.0010485130968138209 0.0010074278143362833 0.0014811355741527 0.0014099894919052029 0.0017730422941111444
leaf_count=597 609 376 171 918 450
internal_value=0 3.8008e-05 -9.45042e-06 7.04592e-05 0.000172108
internal_weight=0 0.00696073 0.0059533 0.00447217 0.00318303
internal_count=3121 2512 2136 1965 1368
is_linear=0
shrinkage=0.00196078


Tree=9005
num_leaves=6
num_cat=0
split_feature=0 1 15 16 0
split_gain=2.90771e-05 3.20742e-05 3.26817e-05 6.1644e-05 4.84475e-05
threshold=1.0000000180025095e-35 0.077565000000000009 -0.016799999999999995 -0.056919999999999991 -0.18113999999999997
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.00039050094662399886 0.00021302665765796677 -0.00020733087830979136 0.0002268006404737864 -0.00047833041109618976 0.00032330418395091614
leaf_weight=0.0010269628394505119 0.0017374596420540013 0.0013253213622763317 0.0015607810182891378 0.0011995395403556768 0.0013207444852781154
leaf_count=1552 325 120 506 305 313
internal_value=0 -7.28389e-05 -1.24978e-05 -0.00010962 5.75277e-05
internal_weight=0 0.00643335 0.00540639 0.00384561 0.00264607
internal_count=3121 2796 1244 738 433
is_linear=0
shrinkage=0.00196078


Tree=9006
num_leaves=6
num_cat=0
split_feature=50 51 15 4 4
split_gain=1.57018e-05 2.08363e-05 2.54997e-05 4.35721e-05 3.03113e-05
threshold=0.079410000000000008 -0.076794999999999988 -0.10653 -0.0029599999999999995 -0.35136499999999998
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.00018832127113447799 -0.00022943637068409964 0.00031389887185441777 -3.6877847229062567e-05 -0.00021607334205820338 0.00041697635126203313
leaf_weight=0.0013475431229380448 0.0010299173202463398 0.0013848187957221161 0.0011364225266031671 0.0018588986604338251 0.0011266581833664063
leaf_count=497 609 411 103 443 1058
internal_value=0 3.02209e-05 8.36994e-05 6.36164e-06 0.00018907
internal_weight=0 0.00685434 0.0055068 0.00412198 0.00226308
internal_count=3121 2512 2015 1604 1161
is_linear=0
shrinkage=0.00196078


Tree=9007
num_leaves=5
num_cat=0
split_feature=0 51 16 1
split_gain=1.15338e-05 2.0547e-05 2.07412e-05 3.98954e-05
threshold=-0.019414999999999998 -0.076794999999999988 -0.27167499999999994 0.094385000000000011
decision_type=2 2 2 2
left_child=1 -1 -3 -4
right_child=-2 2 3 -5
leaf_value=-0.014857882681887627 0.0068707301779327053 -0.0088656783703744326 -0.0059461325828707281 0.016994147468414239
leaf_weight=0.0010557940333306469 0.0018213899218782409 0.0015310817208242624 0.0015311102603194266 0.0015015703178743356
leaf_count=435 365 353 1561 407
internal_value=0 -0.00228616 0.000622216 0.00541228
internal_weight=0 0.00561956 0.00456376 0.00303268
internal_count=3121 2756 2321 1968
is_linear=0
shrinkage=0.1


Tree=9008
num_leaves=5
num_cat=0
split_feature=42 49 15 4
split_gain=9.94541e-06 2.51722e-05 2.60889e-05 3.21859e-05
threshold=0.091735000000000025 -0.0060549999999999988 -0.037864999999999989 -0.084369999999999987
decision_type=2 2 2 2
left_child=1 -1 -3 -4
right_child=-2 2 3 -5
leaf_value=-0.0086092545600777934 -0.0089605306570103467 -0.0037584360923882394 0.0012472782237092131 0.023019279012879985
leaf_weight=0.0017858341357653079 0.001069911844526197 0.0018543735813650601 0.0014250335027467908 0.0012969851965194271
leaf_count=540 667 781 509 624
internal_value=0 0.00146 0.0053893 0.0116212
internal_weight=0 0.00636223 0.00457639 0.00272202
internal_count=3121 2454 1914 1133
is_linear=0
shrinkage=0.1


Tree=9009
num_leaves=6
num_cat=0
split_feature=50 16 0 4 15
split_gain=1.73031e-05 2.00447e-05 4.43285e-05 2.84182e-05 3.93542e-05
threshold=0.079410000000000008 0.0047850000000000011 -0.053834999999999994 0.0061450000000000003 -0.095869999999999983
decision_type=2 2 2 2 2
left_child=1 3 -3 -1 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.00028376429139580125 -0.00024203013134864603 0.00048907393702591424 -2.6054256165565846e-05 -0.00014044112371141556 0.00034888193223971413
leaf_weight=0.0013950297294596081 0.0010266277518431732 0.0010009012495527003 0.0017924424253793329 0.0015190486069926804 0.0010820396350637264
leaf_count=1185 609 409 309 341 268
internal_value=0 3.10955e-05 0.000158525 -5.79794e-05 6.31148e-05
internal_weight=0 0.00678946 0.00279334 0.00399612 0.00260109
internal_count=3121 2512 718 1794 609
is_linear=0
shrinkage=0.00196078


Tree=9010
num_leaves=5
num_cat=0
split_feature=49 0 13 16
split_gain=2.03235e-05 2.64495e-05 4.39403e-05 2.49918e-05
threshold=-0.043469999999999995 -0.077999999999999986 0.0076650000000000008 -0.083539999999999989
decision_type=2 2 2 2
left_child=-1 3 -3 -2
right_child=1 2 -4 -5
leaf_value=0.00017300419735213413 -4.8777674016535812e-05 0.00028048092048462428 -0.00020436445775087961 -0.00040866789202864386
leaf_weight=0.0018682439944333546 0.0019502673174208421 0.0016798659376510248 0.0012559399113711886 0.001197276824776937
leaf_count=425 778 701 280 937
internal_value=0 -6.08081e-05 7.30637e-05 -0.000185674
internal_weight=0 0.00608335 0.00293581 0.00314754
internal_count=3121 2696 981 1715
is_linear=0
shrinkage=0.00196078


Tree=9011
num_leaves=5
num_cat=0
split_feature=49 43 2 2
split_gain=1.00636e-05 1.47786e-05 4.01209e-05 5.1424e-05
threshold=-0.047584999999999995 -0.074359999999999996 0.098260000000000014 0.11389000000000002
decision_type=2 2 2 2
left_child=-1 -2 -3 -4
right_child=1 2 3 -5
leaf_value=0.0068229083195316302 0.0049412722395824667 -0.017087605281776101 0.019522088352926865 -0.011909475802528212
leaf_weight=0.0016585810457781904 0.0019989526502214522 0.001700044156150186 0.0010286234310036952 0.0010537437940636705
leaf_count=403 1025 1154 243 296
internal_value=0 -0.00201353 -0.00568905 0.00361672
internal_weight=0 0.00578136 0.00378241 0.00208237
internal_count=3121 2718 1693 539
is_linear=0
shrinkage=0.1


Tree=9012
num_leaves=5
num_cat=0
split_feature=15 42 15 15
split_gain=9.28604e-06 3.08948e-05 3.54751e-05 2.28263e-05
threshold=1.0000000180025095e-35 0.079510000000000011 -0.037864999999999989 -0.10653
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=0.0083445745788248132 -0.0066032618775588338 -0.010579057691774557 0.016803612073062354 -0.010911713923971327
leaf_weight=0.001188499483128218 0.0016706444216392242 0.0014817262241072415 0.0018109823176215741 0.0012770358320870609
leaf_count=303 1216 910 303 389
internal_value=0 0.00186492 0.0061765 -0.00162931
internal_weight=0 0.00575824 0.00427652 0.00246554
internal_count=3121 1905 995 692
is_linear=0
shrinkage=0.1


Tree=9013
num_leaves=6
num_cat=0
split_feature=42 160 49 52 4
split_gain=1.02303e-05 2.38178e-05 2.62876e-05 4.46852e-05 5.65902e-05
threshold=-0.025789999999999997 -1.0000000180025095e-35 -0.047584999999999995 0.077655000000000016 0.076415000000000025
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0086014415707876598 -0.0096532924193132377 0.017126379735002945 -0.025536213346329269 0.016173981539183622 0.0060718687391255856
leaf_weight=0.0011736201360364323 0.0014505811379943714 0.0012976557715158057 0.0010020803061326761 0.0011927039986046328 0.0013028906206666985
leaf_count=712 837 259 662 397 254
internal_value=0 0.00157442 0.00497079 0.000460997 -0.00766967
internal_weight=0 0.00624591 0.00479533 0.00349767 0.00230497
internal_count=3121 2409 1572 1313 916
is_linear=0
shrinkage=0.1


Tree=9014
num_leaves=5
num_cat=0
split_feature=1 4 3 12
split_gain=1.53695e-05 3.773e-05 2.14356e-05 4.78643e-05
threshold=0.090405000000000013 -0.15764999999999998 0.10893000000000001 0.090840000000000018
decision_type=2 2 2 2
left_child=1 -1 3 -2
right_child=2 -3 -4 -5
leaf_value=0.00013432353926822981 0.00039501550083615339 -0.00028287665583483397 -0.00012073488220466594 -0.00010606688114923985
leaf_weight=0.0014515150172035784 0.0016084754522601187 0.0019571104604283063 0.0015059533531031257 0.0013464232557589622
leaf_count=142 459 1858 240 422
internal_value=0 -0.000105218 6.96595e-05 0.000166693
internal_weight=0 0.00340863 0.00446085 0.0029549
internal_count=3121 2000 1121 881
is_linear=0
shrinkage=0.00196078


Tree=9015
num_leaves=7
num_cat=0
split_feature=50 160 2 4 3 12
split_gain=1.30945e-05 2.09739e-05 3.4229e-05 5.79283e-05 3.97015e-05 3.48459e-05
threshold=0.079410000000000008 -0.027994999999999996 0.11704500000000001 0.181285 0.096675000000000011 0.084100000000000022
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=0.00023490436676601242 -0.00021233951785127114 -1.0607361652379747e-05 -0.00036047012754580865 0.00044314219859963906 0.00023266846256491254 -0.00048012124719924455
leaf_weight=0.0014005313769397121 0.0010727619248867186 0.0013707527978917701 0.0010084868127046183 0.0010491576617901806 0.0010763446997043287 0.0010917885651591122
leaf_count=625 609 300 254 202 86 1045
internal_value=0 2.03068e-05 -3.33962e-05 3.84971e-05 -8.14662e-05 -0.00021877
internal_weight=0 0.00699706 0.00559653 0.00458804 0.00353889 0.00246254
internal_count=3121 2512 1887 1633 1431 1345
is_linear=0
shrinkage=0.00196078


Tree=9016
num_leaves=6
num_cat=0
split_feature=50 4 12 0 49
split_gain=1.96885e-05 2.21601e-05 2.0968e-05 3.73041e-05 5.88029e-05
threshold=0.079410000000000008 0.27834500000000006 -1.0000000180025095e-35 -0.053834999999999994 -0.006494999999999999
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.00026685255476283754 -0.00025503610828780249 0.0002908345893696906 -0.00012263192615580336 -0.00019513615574432957 0.00042381890280592422
leaf_weight=0.0010342911771024895 0.0010396092264109398 0.0010905157380028752 0.0014119109862757459 0.0016580786324984784 0.0016324902846210994
leaf_count=236 609 315 293 320 1348
internal_value=0 3.4617e-05 -1.4088e-05 4.15066e-05 0.00017039
internal_weight=0 0.00682729 0.00573677 0.00470248 0.0030444
internal_count=3121 2512 2197 1961 1641
is_linear=0
shrinkage=0.00196078


Tree=9017
num_leaves=6
num_cat=0
split_feature=50 51 15 16 43
split_gain=1.41689e-05 1.97001e-05 2.73323e-05 3.75484e-05 2.07743e-05
threshold=0.079410000000000008 -0.076794999999999988 -0.10653 -0.084119999999999986 -0.063379999999999978
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.00018244612603646065 -0.00021484299417861953 0.00031833577111187807 -0.00022470411906509868 0.00036405400199230269 1.4623223648003453e-06
leaf_weight=0.0013574582304497988 0.0010520965212150596 0.0013973619939308887 0.001683353461993835 0.0010506065761722455 0.0014404202008579251
leaf_count=497 609 411 583 492 529
internal_value=0 2.93677e-05 8.09725e-05 1.51578e-06 0.000154388
internal_weight=0 0.0069292 0.00557174 0.00417438 0.00249103
internal_count=3121 2512 2015 1604 1021
is_linear=0
shrinkage=0.00196078


Tree=9018
num_leaves=6
num_cat=0
split_feature=52 52 16 52 2
split_gain=9.95971e-06 2.74518e-05 2.20567e-05 5.68202e-05 2.58386e-05
threshold=-0.057699999999999994 -0.12005499999999998 -0.078844999999999985 0.092650000000000024 0.10644500000000001
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -2
right_child=2 -3 3 -5 -6
leaf_value=-0.0074909840129162705 0.011367470176711782 0.014039906285467949 -0.027323304930632054 0.0047601689953644883 -0.0082526337292723479
leaf_weight=0.0010062681366375449 0.0016393509041849558 0.0014389964722465649 0.0010244313445260573 0.0011969767038238733 0.0011365930755086282
leaf_count=537 954 389 595 388 258
internal_value=0 0.00517958 -0.00260891 -0.0100355 0.00333414
internal_weight=0 0.00244526 0.00499735 0.00222141 0.00277594
internal_count=3121 926 2195 983 1212
is_linear=0
shrinkage=0.1


Tree=9019
num_leaves=5
num_cat=0
split_feature=1 4 13 3
split_gain=9.44779e-06 3.19052e-05 2.13833e-05 3.18208e-05
threshold=0.090405000000000013 -0.15764999999999998 -0.00096999999999999983 0.10893000000000001
decision_type=2 2 2 2
left_child=1 -1 -2 -4
right_child=2 -3 3 -5
leaf_value=0.0073454676575459834 0.012475128607331697 -0.012775854689721375 0.0067109640834881164 -0.015476465294365489
leaf_weight=0.0013819759619381009 0.0015359360016316413 0.0018336160555736288 0.0015869734710912422 0.0010906126044945494
leaf_count=142 679 1858 340 102
internal_value=0 -0.00412825 0.00306924 -0.00232624
internal_weight=0 0.00321559 0.00421352 0.00267759
internal_count=3121 2000 1121 442
is_linear=0
shrinkage=0.1


Tree=9020
num_leaves=6
num_cat=0
split_feature=484 42 43 16 0
split_gain=9.607e-06 1.55144e-05 2.69579e-05 2.93649e-05 3.38368e-05
threshold=0.044540000000000003 -0.025789999999999997 -0.061959999999999994 -0.029084999999999996 -0.20211999999999997
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.012468003860272994 0.0090390282361496859 0.012266952014856697 -0.011366238809414632 -0.015982950081480284 0.011927493614116977
leaf_weight=0.0010684776351320337 0.0010069340375782627 0.0014690648321094143 0.0010477351736280661 0.0012874079907916657 0.0015405111564536214
leaf_count=660 435 837 103 367 719
internal_value=0 -0.00146757 0.000731563 -0.00364092 0.00249807
internal_weight=0 0.0064132 0.00534472 0.00387565 0.00258825
internal_count=3121 2686 2026 1189 822
is_linear=0
shrinkage=0.1


Tree=9021
num_leaves=6
num_cat=0
split_feature=42 49 1 4 13
split_gain=1.10162e-05 2.32459e-05 2.25615e-05 3.40624e-05 1.32927e-05
threshold=0.091735000000000025 -0.0060549999999999988 0.111945 -0.0016099999999999997 -0.017449999999999997
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.0081418405878990931 -0.0094234728062071397 0.0009430243795500627 0.017119909838183598 -0.012428107548042048 0.016610806523882974
leaf_weight=0.0017808828753095385 0.0010699706792135161 0.0011071912130150049 0.0011971190892404028 0.0011941778288824443 0.0010598384324360661
leaf_count=540 667 586 235 398 695
internal_value=0 0.00154632 0.00533136 0.00113278 0.00860573
internal_weight=0 0.00633921 0.00455833 0.00336121 0.00216703
internal_count=3121 2454 1914 1679 1281
is_linear=0
shrinkage=0.1


Tree=9022
num_leaves=6
num_cat=0
split_feature=457 47 2 0 3
split_gain=1.05095e-05 2.16967e-05 2.05886e-05 4.08044e-05 4.75132e-05
threshold=0.069910000000000014 0.10254000000000001 0.113445 -0.10224499999999999 -0.05647499999999999
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.023596664481641605 0.0090709399929300612 0.0095149151696745926 0.0072030710597731987 -0.012421908258619271 0.014913230154295243
leaf_weight=0.001185222276439035 0.0010823676871825625 0.0013754017596760027 0.0011250239191302014 0.0015559130893285339 0.0010753548195171876
leaf_count=313 267 246 399 1681 215
internal_value=0 -0.00159369 -0.00468562 -0.00819017 -0.0012505
internal_weight=0 0.00631692 0.00494151 0.00381649 0.00263127
internal_count=3121 2854 2608 2209 1896
is_linear=0
shrinkage=0.1


Tree=9023
num_leaves=6
num_cat=0
split_feature=42 160 49 3 1
split_gain=9.51134e-06 2.06307e-05 2.39715e-05 3.52054e-05 5.73688e-05
threshold=-0.025789999999999997 -1.0000000180025095e-35 -0.047584999999999995 -0.078934999999999991 0.094465000000000007
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=-0.0083339217307288119 -0.0089674336393024585 0.016331424888034973 -0.01477393701336264 -0.010310449636473821 0.020663728124800662
leaf_weight=0.0011625669283866196 0.0014413609462263074 0.0012897323422046982 0.0010655485082803383 0.0010680219652315897 0.0013586471640334497
leaf_count=712 837 259 719 285 309
internal_value=0 0.00151984 0.00468088 0.00037815 0.00703142
internal_weight=0 0.00622331 0.00478195 0.00349222 0.00242667
internal_count=3121 2409 1572 1313 594
is_linear=0
shrinkage=0.1


Tree=9024
num_leaves=6
num_cat=0
split_feature=484 151 48 16 15
split_gain=9.76351e-06 1.60568e-05 3.57896e-05 4.17422e-05 2.10633e-05
threshold=0.044540000000000003 -0.0083949999999999979 0.091545000000000015 -0.15241499999999997 -0.016799999999999995
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.011429551427663708 0.0091566531824649102 0.013723860155954566 0.016658307289257192 -0.020997809698948648 -0.0032357098660456721
leaf_weight=0.0012906963084627571 0.0010004567993668013 0.0010407646126048171 0.0011407957946053615 0.0010424750122146834 0.001856754432235143
leaf_count=439 435 283 234 537 1193
internal_value=0 -0.00146946 0.00106075 -0.00345541 -0.00962242
internal_weight=0 0.00637149 0.00508079 0.00393999 0.00289923
internal_count=3121 2686 2247 2013 1730
is_linear=0
shrinkage=0.1


Tree=9025
num_leaves=6
num_cat=0
split_feature=51 48 1 52 4
split_gain=9.47379e-06 2.23563e-05 5.13184e-05 3.77048e-05 4.53487e-05
threshold=0.08955500000000001 0.094075000000000006 0.111945 -0.077024999999999996 -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=0.014952031877925952 -0.0088803449253380216 -0.012284670919367703 0.021929393317588503 0.0025241419830117594 -0.022643989660701094
leaf_weight=0.0010513242884325948 0.0010377545868180465 0.0010006569125876798 0.0012287828587007679 0.0018886373709107078 0.0011529669066983224
leaf_count=561 409 224 331 1194 402
internal_value=0 0.00142867 0.00400723 -0.00137338 -0.00701623
internal_weight=0 0.00632237 0.00532171 0.00409293 0.0030416
internal_count=3121 2712 2488 2157 1596
is_linear=0
shrinkage=0.1


Tree=9026
num_leaves=7
num_cat=0
split_feature=52 0 13 15 1 13
split_gain=2.60117e-05 3.19342e-05 7.94909e-05 4.18094e-05 5.29033e-05 1.73255e-05
threshold=0.11434500000000002 -0.084269999999999984 -0.076599999999999988 -0.11713499999999999 0.094090000000000021 0.090705000000000008
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=-0.00041379492471452976 -0.00029999716614715423 0.00058858889658067821 -0.00023078277574209533 -0.00023090574132371661 0.00031836071251421235 0.00012800865426345348
leaf_weight=0.0011137850670179324 0.0010781465617373774 0.001134368604100711 0.0010689647064394069 0.001378316993295451 0.0013196790650254365 0.0010029030629464387
leaf_count=268 501 338 830 779 207 198
internal_value=0 2.71234e-05 0.000171341 -9.41833e-05 3.77586e-05 -5.71071e-05
internal_weight=0 0.00701802 0.00320624 0.00381178 0.002698 0.00207187
internal_count=3121 2620 1366 1254 986 1028
is_linear=0
shrinkage=0.00196078


Tree=9027
num_leaves=7
num_cat=0
split_feature=52 160 2 13 2 15
split_gain=2.10997e-05 2.4446e-05 3.42316e-05 6.79289e-05 8.24477e-05 5.70828e-05
threshold=0.11434500000000002 -0.027994999999999996 0.11411 0.0076650000000000008 0.098035000000000011 -0.055554999999999993
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=0.00029213511244917102 -0.00026894894257799669 -0.00034972898547465744 -0.00034824261859206116 -0.00033904825524931555 0.00066102730682385811 0.00026261373767491548
leaf_weight=0.0011452288372582478 0.0010404573851689617 0.0010433640730189936 0.0010148562677369053 0.0012627498843637945 0.0010164925599816998 0.0013331569775929346
leaf_count=495 501 375 302 329 225 894
internal_value=0 3.08329e-05 -2.19393e-05 4.91878e-05 0.000193674 -6.2231e-06
internal_weight=0 0.00681585 0.00567062 0.00465576 0.00339301 0.00237652
internal_count=3121 2620 2125 1823 1494 1269
is_linear=0
shrinkage=0.00196078


Tree=9028
num_leaves=7
num_cat=0
split_feature=52 52 12 4 1 0
split_gain=1.70128e-05 2.2453e-05 3.10893e-05 7.0194e-05 6.2549e-05 7.40392e-05
threshold=0.11434500000000002 0.070205000000000017 0.097825000000000009 -0.033174999999999989 0.11181500000000001 -0.17169499999999996
decision_type=2 2 2 2 2 2
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leaf_value=-0.00047801059119025171 -0.00023513022962445116 0.00029925627423092835 0.00028041701463663238 0.00063547925726415658 -0.00030473184271537619 -8.5040286474140849e-05
leaf_weight=0.0012660788951391463 0.0010389967564537646 0.0010409722749429627 0.0011132346622118568 0.0010469833313005998 0.001159379104267022 0.0011512193902698748
leaf_count=636 501 562 334 94 261 733
internal_value=0 3.43212e-05 -1.37518e-05 -8.45786e-05 6.3777e-05 0.000258136
internal_weight=0 0.00677787 0.0057369 0.00462366 0.00335758 0.0021982
internal_count=3121 2620 2058 1724 1088 827
is_linear=0
shrinkage=0.00196078


Tree=9029
num_leaves=6
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split_feature=52 0 4 0 2
split_gain=1.78745e-05 2.5581e-05 3.5933e-05 3.44326e-05 6.03316e-05
threshold=0.11434500000000002 -0.077999999999999986 -0.35136499999999998 -0.10607499999999999 0.11215000000000001
decision_type=2 2 2 2 2
left_child=1 3 -3 4 -1
right_child=-2 2 -4 -5 -6
leaf_value=0.00025311664391169925 -0.00024314975813977065 -9.7283328310483722e-05 0.00036178975545808644 -0.00036658579056935407 -0.00031579352440092473
leaf_weight=0.0019120558027935571 0.0010593535471241948 0.0010937744667742181 0.0016360488070395445 0.0010857215539848502 0.0011463265537264974
leaf_count=314 501 202 681 1269 154
internal_value=0 3.04717e-05 0.00017785 -6.66102e-05 3.98808e-05
internal_weight=0 0.00687393 0.00272982 0.0041441 0.00305838
internal_count=3121 2620 883 1737 468
is_linear=0
shrinkage=0.00196078


Tree=9030
num_leaves=6
num_cat=0
split_feature=52 0 4 0 2
split_gain=2.06744e-05 2.73014e-05 4.18299e-05 3.86986e-05 4.84555e-05
threshold=0.11434500000000002 -0.077999999999999986 -0.35136499999999998 -0.10607499999999999 0.11215000000000001
decision_type=2 2 2 2 2
left_child=1 3 -3 4 -1
right_child=-2 2 -4 -5 -6
leaf_value=0.00023865200291447018 -0.00025500051725041282 -0.00010227372603584177 0.00038923198310405631 -0.00038246202120496478 -0.00026830835647340112
leaf_weight=0.0019459162008745828 0.0010608331024580886 0.0011190377457434269 0.0016433419645705983 0.0010713185389770647 0.0011551624730483387
leaf_count=314 501 202 681 1269 154
internal_value=0 3.89214e-05 0.000190123 -6.11834e-05 4.98075e-05
internal_weight=0 0.00693478 0.00276238 0.0041724 0.00310108
internal_count=3121 2620 883 1737 468
is_linear=0
shrinkage=0.00196078


Tree=9031
num_leaves=6
num_cat=0
split_feature=42 49 0 15 3
split_gain=9.44493e-06 2.37199e-05 2.28281e-05 5.24302e-05 2.06033e-05
threshold=0.091735000000000025 -0.0060549999999999988 -0.083914999999999976 -0.10203999999999998 -0.084524999999999975
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -4
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leaf_value=-0.0083634186369998462 -0.0087430463473272997 -0.0020522982487463943 0.0093333121373745283 0.029005788481093333 -0.0095551967119988351
leaf_weight=0.0017807833918445613 0.0010690542579114091 0.0011496006401229826 0.0010020170632061723 0.0010310110378934367 0.001363042162301394
leaf_count=540 667 259 500 676 479
internal_value=0 0.00141952 0.00525202 0.0126322 -0.0015526
internal_weight=0 0.00632645 0.00454567 0.00218061 0.00236506
internal_count=3121 2454 1914 935 979
is_linear=0
shrinkage=0.1


Tree=9032
num_leaves=7
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split_feature=50 4 4 4 43 0
split_gain=1.58812e-05 2.61977e-05 2.6366e-05 2.66799e-05 3.71222e-05 1.91232e-05
threshold=0.079410000000000008 0.27834500000000006 0.098655000000000007 -0.033174999999999989 -0.053764999999999993 -0.13843999999999998
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 5 -6 -7
leaf_value=0.0001818450346518607 -0.00023232868253987259 0.0003122441447743958 -0.00027185017525886772 0.00039744109841854806 -0.00031490486208940813 2.0474508198059922e-05
leaf_weight=0.0010392355363377718 0.0010230164492497015 0.0010638336784250038 0.0012710305708993471 0.0010454159987070381 0.0013042876771271641 0.0010243377291525484
leaf_count=426 609 315 206 158 739 668
internal_value=0 2.98398e-05 -2.30129e-05 4.86526e-05 -9.46211e-05 0.000210877
internal_weight=0 0.00674814 0.00568431 0.00441328 0.00234352 0.00206975
internal_count=3121 2512 2197 1991 1165 826
is_linear=0
shrinkage=0.00196078


Tree=9033
num_leaves=6
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split_feature=4 151 16 16 3
split_gain=9.81024e-06 1.88925e-05 6.58608e-05 3.05859e-05 3.42727e-05
threshold=0.24564500000000003 -0.0071249999999999985 -0.088909999999999989 0.023255000000000001 -0.013929999999999998
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.0098136432251155255 0.0064537306117913446 -0.026858936237781073 0.013659645607985322 0.0075772703002112834 -0.017591953809485243
leaf_weight=0.0010779821340221752 0.0017667768420096663 0.0010510930389102668 0.0013252748840831986 0.0010316310001182369 0.0011376057438228938
leaf_count=463 426 501 1126 478 127
internal_value=0 -0.00208858 -0.00491117 0.00169037 -0.00562214
internal_weight=0 0.00562359 0.0045456 0.00349451 0.00216924
internal_count=3121 2695 2232 1731 605
is_linear=0
shrinkage=0.1


Tree=9034
num_leaves=6
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split_feature=52 12 13 12 49
split_gain=1.96433e-05 3.06398e-05 3.47566e-05 5.45747e-05 3.32513e-05
threshold=0.11434500000000002 0.097825000000000009 -0.094514999999999988 0.051320000000000005 -0.006494999999999999
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=0.00015919328947628359 -0.00033426575804131238 0.00020757484510131396 -0.00033288430345873522 -0.00059400771637641719 8.1942079325412703e-05
leaf_weight=0.0013468727606347538 0.0010696813642179955 0.001424726819846108 0.0011946526946105354 0.0010334107671473892 0.0019646501267366651
leaf_count=271 501 409 225 1365 350
internal_value=0 -4.88773e-05 -0.000114834 -0.000202863 -7.49196e-05
internal_weight=0 0.00696431 0.00553959 0.00419271 0.0031593
internal_count=3121 2620 2211 1940 575
is_linear=0
shrinkage=0.00196078


Tree=9035
num_leaves=7
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split_feature=50 4 12 51 3 2
split_gain=1.69993e-05 3.01965e-05 2.08961e-05 3.62088e-05 3.91202e-05 2.51743e-05
threshold=0.079410000000000008 0.27834500000000006 -1.0000000180025095e-35 -0.031924999999999995 0.090900000000000009 0.091185000000000002
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=-0.00027833982537818361 -0.00024051238057624127 0.00033348427234955328 -0.00029646662523688636 0.0001645918224993639 0.00040272866466115319 -0.00023700463144080564
leaf_weight=0.0010336613090128292 0.0010243392712113424 0.0010657863900033334 0.00102247741930704 0.0012707303220742274 0.0012476963819825974 0.0011371533980913512
leaf_count=236 609 315 478 901 96 486
internal_value=0 3.04991e-05 -2.60369e-05 2.97119e-05 0.000120945 -2.50672e-05
internal_weight=0 0.00677751 0.00571172 0.00467806 0.00365558 0.00240788
internal_count=3121 2512 2197 1961 1483 1387
is_linear=0
shrinkage=0.00196078


Tree=9036
num_leaves=5
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split_feature=52 0 47 52
split_gain=2.19523e-05 2.63913e-05 4.23155e-05 2.38798e-05
threshold=0.11434500000000002 -0.019414999999999998 1.0000000180025095e-35 -0.0064899999999999992
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=-6.6083010623915644e-05 -0.00027036681887579494 0.0002443882186009872 -0.00029970195234589413 0.00025279886853573312
leaf_weight=0.0019642342786586314 0.001070852716860078 0.0016901942817571028 0.0016302323789833834 0.0016709502436396831
leaf_count=837 501 307 336 1140
internal_value=0 3.1211e-05 -3.72187e-05 8.04944e-05
internal_weight=0 0.00695561 0.00526542 0.00363518
internal_count=3121 2620 2313 1977
is_linear=0
shrinkage=0.00196078


Tree=9037
num_leaves=6
num_cat=0
split_feature=4 42 43 0 0
split_gain=1.91593e-05 2.73401e-05 3.39321e-05 2.88174e-05 2.73718e-05
threshold=0.24564500000000003 -0.0060199999999999993 -0.052894999999999991 -0.084144999999999984 -0.20211999999999997
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.00034432258337841983 0.00016579472481461911 0.00024531679581857573 -0.0001810705395570191 -0.00032941908867785267 0.00026353980444623226
leaf_weight=0.001069294020448616 0.0019018660768424728 0.0015219833466414987 0.0010879219517470134 0.0013530286279397879 0.0010424793542524776
leaf_count=781 426 911 100 515 388
internal_value=0 -5.97203e-05 1.07859e-06 -0.000105634 3.64927e-05
internal_weight=0 0.00607471 0.00500541 0.00348343 0.0021304
internal_count=3121 2695 1914 1003 488
is_linear=0
shrinkage=0.00196078


Tree=9038
num_leaves=7
num_cat=0
split_feature=131 47 4 151 16 13
split_gain=2.60285e-05 3.69174e-05 6.24947e-05 3.88625e-05 9.53224e-05 9.84116e-05
threshold=0.07635500000000002 0.10621500000000002 0.24564500000000003 -0.0052199999999999989 -0.088909999999999989 -0.076599999999999988
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=0.00033122331238014227 -0.00030175357936739513 -0.00029481087019468422 0.00050211169501334306 -0.00061041568669430255 0.0005424608434873579 -0.00019756674370893099
leaf_weight=0.0010547535381870317 0.0010196676107215941 0.0011189550258711625 0.0011610455556405027 0.0010143505868432708 0.001123456702009802 0.0017943830173598784
leaf_count=385 525 142 294 428 464 883
internal_value=0 3.27784e-05 9.24008e-05 -2.98694e-06 -9.2634e-05 8.73663e-05
internal_weight=0 0.00726694 0.00614799 0.00498694 0.00393219 0.00291784
internal_count=3121 2596 2454 2160 1775 1347
is_linear=0
shrinkage=0.00196078


Tree=9039
num_leaves=7
num_cat=0
split_feature=50 4 4 2 15 16
split_gain=1.68284e-05 2.28804e-05 2.25721e-05 2.48037e-05 3.90452e-05 2.83515e-05
threshold=0.079410000000000008 0.27834500000000006 0.098655000000000007 0.10644500000000001 -0.028889999999999996 0.064860000000000015
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=0.00023135868887433974 -0.00023622455196476675 0.00029399155777292053 -0.00024572962858239656 0.00029992057153092536 2.6740860911944112e-05 -0.00043475880707929558
leaf_weight=0.0012858167384867422 0.001038701623554599 0.0010767408867892328 0.0012913722198855436 0.0011283190404834894 0.0010208838704393519 0.0010262928668791967
leaf_count=541 609 315 206 337 961 152
internal_value=0 3.16607e-05 -1.74402e-05 4.86405e-05 -3.64254e-05 -0.000204619
internal_weight=0 0.00682943 0.00575268 0.00446131 0.00333299 0.00204718
internal_count=3121 2512 2197 1991 1654 1113
is_linear=0
shrinkage=0.00196078


Tree=9040
num_leaves=6
num_cat=0
split_feature=12 3 1 2 12
split_gain=8.78479e-06 4.7611e-05 6.88396e-05 2.6967e-05 4.79883e-05
threshold=0.051320000000000005 0.12178000000000001 0.094090000000000021 0.083995000000000014 0.09334000000000002
decision_type=2 2 2 2 2
left_child=1 2 -1 -2 -5
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leaf_value=-0.0054894688547116209 -0.014461154526251602 -0.015615440319215291 0.025525959506754022 0.017524426890531433 -0.012289537637986533
leaf_weight=0.0014584415404500391 0.0014117466008600706 0.0010000786503891268 0.0014050374848026367 0.0011319488084587266 0.0010321648809970857
leaf_count=248 693 189 384 1017 590
internal_value=0 0.00316863 0.00972903 -0.00370919 0.00330478
internal_weight=0 0.00386356 0.00286348 0.00357586 0.00216411
internal_count=3121 821 632 2300 1607
is_linear=0
shrinkage=0.1


Tree=9041
num_leaves=6
num_cat=0
split_feature=3 52 0 43 0
split_gain=9.13243e-06 1.8535e-05 3.93404e-05 3.24177e-05 2.80337e-05
threshold=0.13524500000000003 -0.0064899999999999992 -0.15090499999999998 -0.04652499999999999 -0.060129999999999996
decision_type=2 2 2 2 2
left_child=1 3 -3 -1 -4
right_child=-2 2 4 -5 -6
leaf_value=0.0040050987779981905 0.0081465274629966226 0.019487058914089347 -0.011652998531153893 -0.019092802698045586 0.0086457979495041162
leaf_weight=0.001129663022732837 0.0011318462377493893 0.0010257485925626742 0.0016703070214680346 0.0013148780189963184 0.0011479562947826782
leaf_count=711 192 157 1429 418 214
internal_value=0 -0.00161095 0.00271845 -0.00841888 -0.00338474
internal_weight=0 0.00628855 0.00384401 0.00244454 0.00281826
internal_count=3121 2929 1800 1129 1643
is_linear=0
shrinkage=0.1


Tree=9042
num_leaves=7
num_cat=0
split_feature=15 16 48 42 16 43
split_gain=2.53967e-05 4.03883e-05 4.17714e-05 3.84811e-05 6.15075e-05 3.24316e-05
threshold=-0.15914499999999995 -0.36241499999999999 0.016865000000000002 0.086325000000000013 0.22339500000000004 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
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leaf_value=0.00025453739524633023 -0.00040892693492624411 -4.98955576530013e-05 0.00028027609580563332 -0.00039796623761655147 -0.00037375742520158255 0.00042786295256078453
leaf_weight=0.0012625574107179944 0.0010166943377141937 0.0010140865410986398 0.0016415117715982974 0.0011308920882289785 0.0010270552976771453 0.001184171463570948
leaf_count=351 221 756 458 826 214 295
internal_value=0 -4.75505e-05 1.37077e-05 -8.6741e-05 2.23839e-05 0.000207466
internal_weight=0 0.00701441 0.00599772 0.00435621 0.00322531 0.00219826
internal_count=3121 2770 2549 2091 1265 1051
is_linear=0
shrinkage=0.00196078


Tree=9043
num_leaves=6
num_cat=0
split_feature=15 15 49 12 4
split_gain=2.37722e-05 2.06339e-05 3.29044e-05 4.07862e-05 3.14448e-05
threshold=-0.11713499999999999 -0.031204999999999997 -1.0000000180025095e-35 0.051320000000000005 0.033845000000000007
decision_type=2 2 2 2 2
left_child=-1 4 -3 -4 -2
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leaf_value=-0.00022227139680605808 0.0004143868701881264 -0.00034627997761004761 0.00034255082441879322 -0.00011513106602139539 -3.7130056378094371e-05
leaf_weight=0.0015639360845825165 0.0012081267719502447 0.0010004143527388818 0.0012203563487279939 0.0019364500046812224 0.0011647022675779449
leaf_count=484 588 307 166 1253 323
internal_value=0 4.68682e-05 -3.64029e-05 6.17993e-05 0.00019276
internal_weight=0 0.00653005 0.00415722 0.00315681 0.00237283
internal_count=3121 2637 1726 1419 911
is_linear=0
shrinkage=0.00196078


Tree=9044
num_leaves=7
num_cat=0
split_feature=52 52 47 1 4 2
split_gain=2.60216e-05 3.32141e-05 2.6765e-05 4.01995e-05 5.26845e-05 3.48158e-05
threshold=-0.21968999999999997 -0.081429999999999989 0.10621500000000002 0.08844500000000001 -0.16363499999999997 0.092755000000000018
decision_type=2 2 2 2 2 2
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leaf_value=-0.00029689416134930904 0.00035990858637858814 0.00011805332239823257 -0.0003024514872302618 0.00041844839370217218 -0.0004817339095038998 -3.3525932990341793e-06
leaf_weight=0.0010194330525524417 0.0010522372693341801 0.0012272237231456271 0.001048560784176842 0.0013766830788930781 0.0010403784202778336 0.0016589768870166378
leaf_count=415 356 86 149 440 1356 319
internal_value=0 3.7246e-05 -1.6206e-05 4.03905e-05 -0.00015713 0.000187936
internal_weight=0 0.00740406 0.00635182 0.00530326 0.0022676 0.00303566
internal_count=3121 2706 2350 2201 1442 759
is_linear=0
shrinkage=0.00196078


Tree=9045
num_leaves=6
num_cat=0
split_feature=52 12 1 48 43
split_gain=1.5245e-05 2.62136e-05 3.01694e-05 6.47129e-05 3.62274e-05
threshold=0.11434500000000002 0.095110000000000014 0.11181500000000001 0.083985000000000018 -0.0037449999999999996
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.00038223211689189171 -0.00022571396691791894 0.00024361191498597874 -0.00030065526105642701 0.00041414875921029563 7.648233941156689e-05
leaf_weight=0.0011868470120536491 0.0010514622684786546 0.0016455383901447318 0.001288011187454822 0.0012472774800797067 0.0014966346887023308
leaf_count=966 501 558 294 329 473
internal_value=0 2.78249e-05 -4.02152e-05 4.51245e-05 -0.000126397
internal_weight=0 0.00686431 0.00521877 0.00393076 0.00268348
internal_count=3121 2620 2062 1768 1439
is_linear=0
shrinkage=0.00196078


Tree=9046
num_leaves=6
num_cat=0
split_feature=52 12 1 3 2
split_gain=1.60194e-05 2.81794e-05 4.31276e-05 5.82811e-05 4.62402e-05
threshold=0.11434500000000002 0.097825000000000009 0.11181500000000001 -1.0000000180025095e-35 0.088850000000000012
decision_type=2 2 2 2 2
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right_child=-2 -3 -4 -5 -6
leaf_value=-0.00045043776566135993 -0.00023045872088955205 0.00027613716303754747 -0.00034045460774637494 0.00033263270870884722 0.00010354266903006219
leaf_weight=0.0010259111269226456 0.0010524963023103105 0.0014129758776336978 0.0013379381221858225 0.0017774557244513191 0.0013306171983748284
leaf_count=1074 501 409 311 236 590
internal_value=0 2.92778e-05 -3.4467e-05 6.4564e-05 -0.000137632
internal_weight=0 0.0068849 0.00547192 0.00413398 0.00235653
internal_count=3121 2620 2211 1900 1664
is_linear=0
shrinkage=0.00196078


Tree=9047
num_leaves=6
num_cat=0
split_feature=49 0 47 13 16
split_gain=9.5709e-06 1.67844e-05 3.52461e-05 3.68589e-05 5.46094e-06
threshold=-0.043469999999999995 -0.10836499999999999 0.092165000000000011 -0.0034749999999999994 -0.27167499999999994
decision_type=2 2 2 2 2
left_child=-1 4 3 -3 -2
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leaf_value=0.0063588839367570418 -0.014599344535209394 0.0058411722906742507 0.017938887938557604 -0.017856028109601546 -0.0042062290706135329
leaf_weight=0.0017470488583462814 0.0010151212747950287 0.0015750368049737345 0.0010004757257509583 0.0011253301198912965 0.0010071652797299206
leaf_count=425 168 1498 244 584 202
internal_value=0 -0.00209726 0.00190593 -0.00403422 -0.00942323
internal_weight=0 0.00572313 0.00370084 0.00270037 0.00202229
internal_count=3121 2696 2326 2082 370
is_linear=0
shrinkage=0.1


Tree=9048
num_leaves=6
num_cat=0
split_feature=42 160 49 52 4
split_gain=8.67388e-06 2.09403e-05 2.13829e-05 3.82275e-05 2.49756e-05
threshold=-0.025789999999999997 -1.0000000180025095e-35 -0.047584999999999995 0.077655000000000016 0.09173000000000002
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0079940635060145922 -0.0091523992221799171 0.015459164048738518 -0.018523685910507997 0.014942008542153593 0.0023376423296062299
leaf_weight=0.0011750588186640746 0.0014545868542479076 0.0013067754891946232 0.0010407356652430023 0.0012037553051198256 0.0012793939227098983
leaf_count=712 837 259 667 397 249
internal_value=0 0.00136633 0.00453368 0.000482146 -0.00702008
internal_weight=0 0.00628525 0.00483066 0.00352388 0.00232013
internal_count=3121 2409 1572 1313 916
is_linear=0
shrinkage=0.1


Tree=9049
num_leaves=7
num_cat=0
split_feature=48 4 160 13 4 4
split_gain=8.83448e-06 2.80367e-05 2.06002e-05 3.24052e-05 3.61765e-05 9.12851e-06
threshold=0.11280000000000003 0.24564500000000003 -0.027994999999999996 0.0076650000000000008 -0.083644999999999983 0.0082450000000000006
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=0.010488669960528323 -0.008819321251380954 0.014759671659583612 0.01581432755230705 -0.019596515415343487 -0.014176589014710458 -0.00071494605767613291
leaf_weight=0.001058675616725349 0.0010046875436870439 0.0012423196969631647 0.0010003291562144679 0.0011284957746561927 0.0010079733628868622 0.0010069742434489315
leaf_count=704 145 382 351 355 954 230
internal_value=0 0.00126238 -0.00196071 -0.00514136 0.000268624 -0.00744911
internal_weight=0 0.00644477 0.00520245 0.00414377 0.00301528 0.00201495
internal_count=3121 2976 2594 1890 1535 1184
is_linear=0
shrinkage=0.1


Tree=9050
num_leaves=6
num_cat=0
split_feature=52 13 2 48 2
split_gain=1.814e-05 2.52607e-05 3.13062e-05 6.63109e-05 4.70421e-05
threshold=0.11434500000000002 -0.094514999999999988 0.11215000000000001 0.083985000000000018 0.084245000000000014
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.00022872167666248072 -0.0002402231371426485 9.4736804748669879e-05 -0.00033853099046686768 0.00044945081366230604 -0.00040762502604402165
leaf_weight=0.0018702730697888817 0.0010720292409374076 0.0017344704831087237 0.001054858475482103 0.0011088915608340917 0.0012212754743113883
leaf_count=318 501 622 313 328 1039
internal_value=0 3.37004e-05 -3.75456e-05 4.05665e-05 -0.000112833
internal_weight=0 0.00698977 0.0051195 0.00406464 0.00295575
internal_count=3121 2620 2302 1989 1661
is_linear=0
shrinkage=0.00196078


Tree=9051
num_leaves=6
num_cat=0
split_feature=12 3 4 52 4
split_gain=9.32083e-06 4.08823e-05 5.14366e-05 2.88411e-05 4.22623e-05
threshold=0.051320000000000005 0.12178000000000001 0.0061450000000000003 0.084960000000000022 0.09173000000000002
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -2
right_child=3 -3 -4 -5 -6
leaf_value=-0.0047455459447696318 -0.009106873181116814 -0.0140842622701475 0.022091314645718549 -0.018046682304943374 0.016858127121617925
leaf_weight=0.0013554581258467579 0.0014823518971942722 0.001000637010456273 0.0015095583864356199 0.0010136543593161338 0.0010862176087537462
leaf_count=312 1296 189 320 828 176
internal_value=0 0.00331703 0.00939462 -0.00376333 0.00187342
internal_weight=0 0.00386565 0.00286502 0.00358222 0.00256857
internal_count=3121 821 632 2300 1472
is_linear=0
shrinkage=0.1


Tree=9052
num_leaves=6
num_cat=0
split_feature=15 43 42 2 2
split_gain=9.59817e-06 2.09116e-05 3.27242e-05 3.44756e-05 6.75106e-05
threshold=-0.11713499999999999 -0.17390999999999998 0.086325000000000013 0.084515000000000021 0.098260000000000014
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0073647462896457285 0.01389215478946447 0.019036011595302011 -0.016956305494269991 -0.020787244488065973 0.010642312153960951
leaf_weight=0.0014543236270627624 0.0011378113638542808 0.001001591860154099 0.0010333163453098439 0.001179582719009586 0.0016248414057126472
leaf_count=484 184 410 950 658 435
internal_value=0 0.00169371 -0.00117436 0.00311037 -0.00257743
internal_weight=0 0.00597714 0.00483933 0.00380602 0.00280442
internal_count=3121 2637 2453 1503 1093
is_linear=0
shrinkage=0.1


Tree=9053
num_leaves=6
num_cat=0
split_feature=52 15 15 2 0
split_gain=1.04179e-05 3.20992e-05 2.07343e-05 4.71172e-05 1.9441e-05
threshold=-0.057699999999999994 -0.053579999999999996 -0.11713499999999999 0.10097500000000002 -0.077999999999999986
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=0.017247458142887993 -0.014262563811101218 -0.0057239047403420257 0.001737135510590918 -0.014386425996783955 0.019781160800254768
leaf_weight=0.001168126724271719 0.0011815951346081247 0.0012692889550083716 0.0014791757001952942 0.0013162757207150757 0.0010013098308938422
leaf_count=497 374 429 1162 327 332
internal_value=0 0.00528508 -0.00269416 0.000906061 0.00902106
internal_weight=0 0.00243742 0.00497836 0.00379676 0.00248049
internal_count=3121 926 2195 1821 1494
is_linear=0
shrinkage=0.1


Tree=9054
num_leaves=6
num_cat=0
split_feature=42 160 49 0 0
split_gain=1.02672e-05 1.86433e-05 1.89326e-05 3.62744e-05 3.24718e-05
threshold=-0.025789999999999997 -1.0000000180025095e-35 -0.047584999999999995 -0.10474999999999998 -0.053834999999999994
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=-0.0087025998049700386 -0.0084009412943571189 0.014862479796390164 -0.011650590907379568 0.021185765283940578 -0.0037908091638023931
leaf_weight=0.0011602383431563992 0.0014484793882405915 0.0012972835298596789 0.0014131439145964116 0.0010760259776114683 0.001008270387325648
leaf_count=712 837 259 223 814 276
internal_value=0 0.00154129 0.00454482 0.000717757 0.00910344
internal_weight=0 0.0062432 0.00479472 0.00349744 0.0020843
internal_count=3121 2409 1572 1313 1090
is_linear=0
shrinkage=0.1


Tree=9055
num_leaves=5
num_cat=0
split_feature=3 12 4 3
split_gain=9.9549e-06 1.8243e-05 4.4522e-05 3.19301e-05
threshold=0.13524500000000003 0.084100000000000022 0.09173000000000002 0.083060000000000009
decision_type=2 2 2 2
left_child=1 3 -3 -1
right_child=-2 2 -4 -5
leaf_value=0.013430506917826846 0.0085706891886626266 -0.018261795689810612 0.0075993325177562514 -0.0057107109941933569
leaf_weight=0.0016256779271859943 0.0011324633006452502 0.0016308473608073503 0.0011248651291545862 0.0018785134828443659
leaf_count=652 192 1843 212 222
internal_value=0 -0.00161791 -0.00770544 0.00316936
internal_weight=0 0.0062599 0.00275571 0.00350419
internal_count=3121 2929 2055 874
is_linear=0
shrinkage=0.1


Tree=9056
num_leaves=6
num_cat=0
split_feature=52 0 0 15 4
split_gain=2.14244e-05 3.55618e-05 4.84099e-05 4.85763e-05 3.47092e-05
threshold=0.11434500000000002 -0.077999999999999986 -0.10607499999999999 -0.095869999999999983 -0.35136499999999998
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -3
right_child=-2 4 -4 -5 -6
leaf_value=-0.00019754308679261045 -0.00026603119994843803 -5.6897787770749899e-05 -0.00043738015055375823 0.00029000434120740143 0.00038803119080260727
leaf_weight=0.0015889671995349395 0.0010538118773350267 0.0011419952016827114 0.0010817066291166823 0.0015541745016001674 0.0016452631428389099
leaf_count=204 501 202 1269 264 681
internal_value=0 3.38197e-05 -7.95979e-05 4.35322e-05 0.000205735
internal_weight=0 0.00701211 0.00422485 0.00314314 0.00278726
internal_count=3121 2620 1737 468 883
is_linear=0
shrinkage=0.00196078


Tree=9057
num_leaves=6
num_cat=0
split_feature=484 151 48 16 15
split_gain=9.75158e-06 1.48894e-05 3.62574e-05 4.31869e-05 2.28755e-05
threshold=0.044540000000000003 -0.0083949999999999979 0.091545000000000015 -0.15241499999999997 -0.016799999999999995
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.011043715040234409 0.0090901260284200185 0.013825490085398913 0.016595998999703373 -0.021819096116785199 -0.003271220080707279
leaf_weight=0.0013010799648019173 0.0010070541537900747 0.0010441745186904549 0.0011464501519735 0.0010344237980719892 0.0018615893657592292
leaf_count=439 435 283 234 537 1193
internal_value=0 -0.00149755 0.000944209 -0.00360989 -0.00989632
internal_weight=0 0.00638772 0.00508664 0.00394019 0.00289601
internal_count=3121 2686 2247 2013 1730
is_linear=0
shrinkage=0.1


Tree=9058
num_leaves=6
num_cat=0
split_feature=52 15 15 2 43
split_gain=9.781e-06 2.70469e-05 1.72423e-05 3.99125e-05 1.65532e-05
threshold=-0.057699999999999994 -0.053579999999999996 -0.11713499999999999 0.10097500000000002 -0.0037449999999999996
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=0.01618629043374693 -0.013168354836988097 -0.0049540741642303404 -0.0012634151152045921 -0.013380065425013445 0.015291144463769453
leaf_weight=0.0011596075482742177 0.00117656369638477 0.00126580821908909 0.0010572032946156128 0.0013144867528662022 0.0014090405079638987
leaf_count=497 374 429 1008 327 486
internal_value=0 0.00515328 -0.00259641 0.000693579 0.00819471
internal_weight=0 0.00242542 0.00495729 0.00378073 0.00246624
internal_count=3121 926 2195 1821 1494
is_linear=0
shrinkage=0.1


Tree=9059
num_leaves=6
num_cat=0
split_feature=13 47 52 0 2
split_gain=1.56676e-05 2.69187e-05 6.56858e-05 4.46178e-05 3.26121e-05
threshold=-0.23438999999999996 0.10904500000000002 -0.088204999999999992 -0.17169499999999996 0.086950000000000013
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -5
right_child=1 -3 3 4 -6
leaf_value=0.00022163472080970501 -0.00040896825135655163 -0.00031724521082877324 0.00041770190415932253 0.00020500423516492804 -0.00018686326148327162
leaf_weight=0.0010094592009848432 0.0011331633924884657 0.0011258844577877198 0.0013504147809075282 0.0015186733076128641 0.0017659745219050164
leaf_count=169 595 163 132 999 1063
internal_value=0 -3.99181e-05 1.42126e-05 0.00011767 -5.68137e-06
internal_weight=0 0.00689411 0.00576823 0.00463506 0.00328465
internal_count=3121 2952 2789 2194 2062
is_linear=0
shrinkage=0.00196078


Tree=9060
num_leaves=6
num_cat=0
split_feature=4 151 4 16 13
split_gain=1.10483e-05 2.04913e-05 2.73976e-05 3.47901e-05 2.70019e-05
threshold=0.40473500000000007 -0.024429999999999997 -0.0029599999999999995 -0.074319999999999983 -0.0034749999999999994
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -3
right_child=-2 2 3 -5 -6
leaf_value=0.011286870885421987 0.0091221158436539818 0.011758596125440429 -0.023552387820645556 0.00068068861346719809 -0.0076544450096714513
leaf_weight=0.0010200391653432603 0.0011148914130276076 0.0014823103546588408 0.0012580643013519832 0.0011197153539412813 0.0013868086764431138
leaf_count=473 304 1158 361 297 528
internal_value=0 -0.00168193 -0.00420317 -0.0121408 0.00237517
internal_weight=0 0.00626694 0.0052469 0.00237778 0.00286912
internal_count=3121 2817 2344 658 1686
is_linear=0
shrinkage=0.1


Tree=9061
num_leaves=6
num_cat=0
split_feature=1 3 15 0 4
split_gain=3.25218e-05 3.41822e-05 3.26395e-05 5.33636e-05 5.42308e-05
threshold=0.10937500000000001 0.10732000000000001 1.0000000180025095e-35 -0.11437499999999999 -0.14098499999999997
decision_type=2 2 2 2 2
left_child=2 -2 3 -1 -5
right_child=1 -3 -4 4 -6
leaf_value=0.0002870302723049251 0.0003673588790962142 -6.9456144934660797e-05 -0.00035047120177596756 6.9200328889735516e-05 -0.00051701696630424791
leaf_weight=0.00148527889435853 0.0014678597462144222 0.0012976383170707109 0.0014518149088035516 0.0014096381618774276 0.0010651839299970606
leaf_count=236 351 197 1153 194 990
internal_value=0 0.000162395 -9.89797e-05 -6.78032e-06 -0.000183112
internal_weight=0 0.0027655 0.00541192 0.0039601 0.00247482
internal_count=3121 548 2573 1420 1184
is_linear=0
shrinkage=0.00196078


Tree=9062
num_leaves=6
num_cat=0
split_feature=15 4 2 15 52
split_gain=9.97186e-06 2.58065e-05 2.831e-05 4.08058e-05 3.24038e-05
threshold=-0.15914499999999995 0.098655000000000007 0.11093500000000002 -0.028889999999999996 0.0046550000000000003
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
right_child=1 -3 -4 4 -6
leaf_value=0.0087116495502497851 0.012014412683867326 -0.013476821702558426 0.015682072581580067 -0.00020474204377843804 -0.023591264324086217
leaf_weight=0.0011037424374796129 0.0012925229631130346 0.0014158351006980973 0.0011362483079399889 0.0014192645963000525 0.0010170170726904913
leaf_count=351 683 278 316 793 700
internal_value=0 -0.00159478 0.00186315 -0.00234778 -0.00996736
internal_weight=0 0.00628089 0.00486505 0.0037288 0.00243628
internal_count=3121 2770 2492 2176 1493
is_linear=0
shrinkage=0.1


Tree=9063
num_leaves=7
num_cat=0
split_feature=13 16 15 16 15 16
split_gain=9.85576e-06 3.03151e-05 2.70858e-05 3.68489e-05 2.99511e-05 2.50967e-05
threshold=0.11217000000000001 0.15891500000000003 -0.0063699999999999989 -0.071854999999999988 0.050935000000000008 -0.43320999999999993
decision_type=2 2 2 2 2 2
left_child=1 2 3 5 -4 -1
right_child=-2 -3 4 -5 -6 -7
leaf_value=-0.0077131910418473662 0.0081319179097091437 -0.017045558320541842 0.022782608770551271 -0.019762941174106371 -0.0014511065155828114 0.014663784002579889
leaf_weight=0.0010036330709694086 0.0012272571580179857 0.001062483800069321 0.0010013671595790895 0.0010363075357926748 0.0010393540133732649 0.0010011854904207556
leaf_count=245 217 438 172 603 1044 402
internal_value=0 -0.00168377 0.00152799 -0.00445247 0.0104402 0.00346164
internal_weight=0 0.00614433 0.00508185 0.00304113 0.00204072 0.00200482
internal_count=3121 2904 2466 1250 1216 647
is_linear=0
shrinkage=0.1


Tree=9064
num_leaves=7
num_cat=0
split_feature=50 4 12 51 3 2
split_gain=2.0113e-05 2.32657e-05 2.16299e-05 3.63396e-05 4.87645e-05 3.21569e-05
threshold=0.079410000000000008 0.27834500000000006 -1.0000000180025095e-35 -0.031924999999999995 0.090900000000000009 0.091185000000000002
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=-0.00027134860147117574 -0.00025722995219577518 0.00029876693989933361 -0.00028390789092107164 0.00018348706054982039 0.00044574152354216664 -0.00026854204265107059
leaf_weight=0.0010278198267529223 0.0010335974372080942 0.0010907943181038193 0.0010258456968895305 0.0012856445424609484 0.0012631847782996908 0.0011429903376133357
leaf_count=236 609 315 478 901 96 486
internal_value=0 3.62423e-05 -1.35987e-05 4.25563e-05 0.000133271 -2.92518e-05
internal_weight=0 0.00683628 0.00574549 0.00471767 0.00369182 0.00242863
internal_count=3121 2512 2197 1961 1483 1387
is_linear=0
shrinkage=0.00196078


Tree=9065
num_leaves=6
num_cat=0
split_feature=4 150 13 0 4
split_gain=1.03428e-05 2.20747e-05 1.72831e-05 3.70802e-05 3.14621e-05
threshold=0.27044500000000005 0.086615000000000011 -0.10278499999999999 -0.10096999999999999 -0.083854999999999985
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.01024178989478597 0.0080814919168246246 -0.015292848347942029 0.017049316718028645 0.0072007096027324373 -0.014958542788564278
leaf_weight=0.0010899004757548968 0.0012913698527601174 0.0010074433907453044 0.0014032147012788634 0.0013707142316446801 0.0012031331527442392
leaf_count=164 365 269 269 535 1519
internal_value=0 -0.0017734 0.000914614 0.00397199 -0.00315753
internal_weight=0 0.00607441 0.00506696 0.00397706 0.00257385
internal_count=3121 2756 2487 2323 2054
is_linear=0
shrinkage=0.1


Tree=9066
num_leaves=6
num_cat=0
split_feature=13 47 52 0 42
split_gain=2.23689e-05 3.25044e-05 7.18087e-05 5.62063e-05 3.53949e-05
threshold=-0.23438999999999996 0.10904500000000002 -0.085984999999999992 -0.17169499999999996 0.083995000000000014
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -5
right_child=1 -3 3 4 -6
leaf_value=0.00026163787060803461 -0.00041226867482400232 -0.00035385673745499729 0.00046089692813332099 -0.00018418096641845621 0.00023379338735059958
leaf_weight=0.0010204119279819922 0.0012227975125871336 0.0011281065265464725 0.0013368838609097125 0.0019456854720024759 0.0012989595937547514
leaf_count=169 622 163 130 978 1059
internal_value=0 -4.93064e-05 9.88478e-06 0.000122556 -1.68493e-05
internal_weight=0 0.00693243 0.00580433 0.00458153 0.00324465
internal_count=3121 2952 2789 2167 2037
is_linear=0
shrinkage=0.00196078


Tree=9067
num_leaves=6
num_cat=0
split_feature=13 47 52 0 42
split_gain=1.71165e-05 3.22479e-05 6.64476e-05 5.20619e-05 3.77236e-05
threshold=-0.23438999999999996 0.10904500000000002 -0.088204999999999992 -0.17169499999999996 0.083995000000000014
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -5
right_child=1 -3 3 4 -6
leaf_value=0.00023003679109119952 -0.00040345139847404476 -0.00034226066751325668 0.00044231504038580465 -0.00018229394873303846 0.00024288795419842013
leaf_weight=0.0010277682701034475 0.001156059856701583 0.0011427585213303294 0.0013744170515013173 0.0019931922086764576 0.0013427375604193551
leaf_count=169 595 163 132 994 1068
internal_value=0 -4.0921e-05 1.77791e-05 0.000121162 -1.11549e-05
internal_weight=0 0.00700917 0.00586641 0.00471035 0.00333593
internal_count=3121 2952 2789 2194 2062
is_linear=0
shrinkage=0.00196078


Tree=9068
num_leaves=6
num_cat=0
split_feature=16 4 0 3 4
split_gain=1.77946e-05 4.28268e-05 3.93577e-05 3.0614e-05 5.51563e-05
threshold=0.38525000000000004 -0.27825499999999997 -0.077999999999999986 0.090900000000000009 0.053180000000000012
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.00041136121375645119 0.00022353987281822362 -0.00049191765044127042 0.00032570661758706188 0.00012680783060958252 7.6687942689409152e-05
leaf_weight=0.0010460568237526113 0.0010889292751099207 0.0012883246600341233 0.0012630243810546763 0.0018519554803767559 0.0013361133515328778
leaf_count=155 311 1435 674 229 317
internal_value=0 -4.6478e-05 2.0025e-05 -6.62237e-05 -0.000202438
internal_weight=0 0.00678547 0.00573942 0.00447639 0.00262444
internal_count=3121 2810 2655 1981 1752
is_linear=0
shrinkage=0.00196078


Tree=9069
num_leaves=6
num_cat=0
split_feature=3 52 0 3 4
split_gain=1.09401e-05 1.67995e-05 3.59859e-05 3.28942e-05 3.15428e-05
threshold=0.13524500000000003 -0.0064899999999999992 -0.14649999999999996 -0.083924999999999986 0.0061450000000000003
decision_type=2 2 2 2 2
left_child=1 4 -3 -4 -1
right_child=-2 2 3 -5 -6
leaf_value=-0.018274560226448831 0.0090033408509623651 0.017476878982087468 0.0077140880457784418 -0.014368942276312364 0.0046771741204915595
leaf_weight=0.0013634977111708353 0.0011282255956164278 0.0011235224693402538 0.0012918435303877261 0.0014115850127977292 0.0010676380790997663
leaf_count=902 192 178 597 1025 227
internal_value=0 -0.00169472 0.00243486 -0.00381648 -0.00819526
internal_weight=0 0.00625809 0.00382695 0.00270343 0.00243114
internal_count=3121 2929 1800 1622 1129
is_linear=0
shrinkage=0.1


Tree=9070
num_leaves=6
num_cat=0
split_feature=0 1 47 4 1
split_gain=1.14636e-05 2.91272e-05 4.35154e-05 2.27089e-05 2.21788e-05
threshold=-0.060129999999999996 0.086105000000000015 0.092530000000000015 -0.35136499999999998 0.11181500000000001
decision_type=2 2 2 2 2
left_child=1 -1 4 -2 -3
right_child=3 2 -4 -5 -6
leaf_value=-0.017889699079317197 -0.0047850608155824322 0.014827104370308045 -0.015591210578653909 0.01426441165745687 -0.003845082880007249
leaf_weight=0.0010224654000154125 0.0011677381823989596 0.0017148066305042492 0.0011094396028556532 0.0013483998964691809 0.001011286141746298
leaf_count=1572 227 554 203 346 219
internal_value=0 -0.00289254 0.00110536 0.00542356 0.00790037
internal_weight=0 0.004858 0.00383553 0.00251614 0.00272609
internal_count=3121 2548 976 573 773
is_linear=0
shrinkage=0.1


Tree=9071
num_leaves=6
num_cat=0
split_feature=3 52 43 0 0
split_gain=1.05614e-05 1.54455e-05 3.20509e-05 3.08799e-05 2.82896e-05
threshold=0.13524500000000003 -0.0064899999999999992 -0.04652499999999999 -0.14649999999999996 -0.060129999999999996
decision_type=2 2 2 2 2
left_child=1 2 -1 -3 -5
right_child=-2 3 -4 4 -6
leaf_value=0.0044545029973094494 0.0088537595613046218 0.016270573580758209 -0.018615061429626167 -0.012280578148936573 0.0084591482113834278
leaf_weight=0.0011239204251590636 0.0011281543821827162 0.0011188067550423116 0.0012974302514892546 0.0015524529677897873 0.001141117532722329
leaf_count=711 192 178 418 1408 214
internal_value=0 -0.00166092 -0.00790684 0.00230604 -0.0034943
internal_weight=0 0.00623373 0.00242135 0.00381238 0.00269357
internal_count=3121 2929 1129 1800 1622
is_linear=0
shrinkage=0.1


Tree=9072
num_leaves=7
num_cat=0
split_feature=157 160 42 42 3 2
split_gain=2.28131e-05 5.52413e-05 3.64748e-05 5.46997e-05 5.69534e-05 3.60132e-05
threshold=-0.062424999999999994 -1.0000000180025095e-35 0.091735000000000025 -0.025789999999999997 0.12178000000000001 0.088850000000000012
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=0.00027183654812513341 -0.00046029672081234131 -0.0003106665484073578 -0.00031016558580726413 8.07135912939653e-05 -0.0001687200598863812 0.0005237925931291849
leaf_weight=0.0010044574874486798 0.0010454096140506859 0.0010225377922957017 0.0010256902070169601 0.0011917269570809459 0.0011722789692003572 0.001727814970785977
leaf_count=463 652 573 461 490 142 340
internal_value=0 -4.36413e-05 2.72988e-05 9.49777e-05 0.000196347 0.000342932
internal_weight=0 0.00718546 0.00614005 0.00511436 0.00409182 0.00291954
internal_count=3121 2658 2006 1545 972 830
is_linear=0
shrinkage=0.00196078


Tree=9073
num_leaves=6
num_cat=0
split_feature=52 133 13 2 52
split_gain=2.78912e-05 3.98124e-05 6.23245e-05 3.84608e-05 5.91051e-05
threshold=0.11434500000000002 -0.0061299999999999992 -0.084034999999999985 0.084245000000000014 -0.0064899999999999992
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.00031498041263086532 -0.00029155040482177876 0.00042045937484780425 0.0002207954624984523 -0.00044078219550779943 0.00011805980135450832
leaf_weight=0.0010248750120954607 0.0010999118305370552 0.0017155466113338005 0.0016553439035317578 0.0014154023687368367 0.0014973965800851711
leaf_count=765 501 525 436 516 378
internal_value=0 4.33591e-05 0.000101805 -1.78649e-05 -0.000153496
internal_weight=0 0.00730856 0.00628369 0.00456814 0.0029128
internal_count=3121 2620 1855 1330 894
is_linear=0
shrinkage=0.00196078


Tree=9074
num_leaves=6
num_cat=0
split_feature=52 2 15 2 16
split_gain=9.89157e-06 2.34212e-05 1.83181e-05 4.14874e-05 1.83479e-05
threshold=-0.057699999999999994 0.089885000000000007 -0.11713499999999999 0.10097500000000002 -0.083539999999999989
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.0062385434556553217 -0.013517310257543822 0.013638145552128129 0.017700193845518346 -0.013616622979703256 0.0004268142087951986
leaf_weight=0.0010314458012541047 0.0011744883140924049 0.001394024426404191 0.0011415587542336688 0.0013092884698032311 0.0013330131117790243
leaf_count=397 374 529 570 327 924
internal_value=0 0.00518546 -0.00260757 0.000778748 0.00839529
internal_weight=0 0.00242547 0.00495835 0.00378386 0.00247457
internal_count=3121 926 2195 1821 1494
is_linear=0
shrinkage=0.1


Tree=9075
num_leaves=6
num_cat=0
split_feature=3 52 12 43 4
split_gain=9.71367e-06 1.39302e-05 2.79363e-05 2.15656e-05 3.03432e-05
threshold=0.13524500000000003 -0.088204999999999992 0.09334000000000002 -0.079329999999999984 -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=-0.010404575750775177 0.0084979884765441892 -0.0074449567451182587 -0.012979342287193125 0.023514797565274349 0.0016655436257286692
leaf_weight=0.0013918337957490425 0.0011279429577386547 0.0010056242997913442 0.001111161521322132 0.0010037835034048125 0.0017328846939946977
leaf_count=650 192 576 594 757 352
internal_value=0 -0.00158527 0.000943861 0.00507794 0.00967964
internal_weight=0 0.00624529 0.00485345 0.00374229 0.00273667
internal_count=3121 2929 2279 1685 1109
is_linear=0
shrinkage=0.1


Tree=9076
num_leaves=6
num_cat=0
split_feature=16 52 12 4 16
split_gain=1.08628e-05 3.37293e-05 3.66845e-05 2.41986e-05 3.72736e-05
threshold=0.38525000000000004 0.10160000000000001 0.088105000000000003 -0.034939999999999992 -0.074319999999999983
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.01755762804252714 0.0095265099497684608 -0.018024462196456915 0.01293571168816865 -0.0097259618398965863 0.01533452951980239
leaf_weight=0.0010021399627809496 0.0010225685229978826 0.0010423043264974324 0.0018668808170403213 0.0013983470122378621 0.0010311583839904045
leaf_count=517 311 591 862 354 486
internal_value=0 -0.00158034 0.00165448 -0.00448273 0.000910498
internal_weight=0 0.00634083 0.00529853 0.00343165 0.00242951
internal_count=3121 2810 2219 1357 840
is_linear=0
shrinkage=0.1


Tree=9077
num_leaves=6
num_cat=0
split_feature=43 3 4 47 3
split_gain=1.20958e-05 3.69405e-05 2.4181e-05 3.57554e-05 4.55584e-05
threshold=-0.04890499999999999 -0.075944999999999985 -0.059649999999999988 0.077555000000000013 0.090900000000000009
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-7.6765195969876883e-05 -0.00026887476656698366 0.00038557372063089475 -0.00014623016612533662 -0.0002686436399226266 0.0004044452030396487
leaf_weight=0.0017832685027105539 0.0015410308628178051 0.0010589746329073921 0.0010294115415749522 0.0010781940686832628 0.0013160730228757719
leaf_count=1013 890 442 408 175 193
internal_value=0 9.54949e-05 -6.49073e-05 2.69004e-05 0.000162759
internal_weight=0 0.00284224 0.00496471 0.00342368 0.00234548
internal_count=3121 1455 1666 776 601
is_linear=0
shrinkage=0.00196078


Tree=9078
num_leaves=6
num_cat=0
split_feature=0 1 13 3 4
split_gain=1.02348e-05 1.79714e-05 2.87191e-05 2.58727e-05 4.00717e-05
threshold=1.0000000180025095e-35 0.079415000000000013 -0.091054999999999983 0.10893000000000001 0.0061450000000000003
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.01412186073296613 0.007069775508732213 0.015524404263720161 -0.012592179537459345 -0.016590722092549203 0.012194893662866378
leaf_weight=0.0010086309810570194 0.0015879068540717934 0.0010116690870689681 0.0011237759392965414 0.0010719016979824046 0.0015542595563787255
leaf_count=1571 325 257 594 98 276
internal_value=0 -0.0019962 0.000572323 -0.00346149 0.00179357
internal_weight=0 0.00577024 0.00476161 0.00374994 0.00267804
internal_count=3121 2796 1225 968 870
is_linear=0
shrinkage=0.1


Tree=9079
num_leaves=6
num_cat=0
split_feature=49 43 12 3 3
split_gain=2.45362e-05 3.11085e-05 4.19835e-05 9.80428e-05 7.32099e-05
threshold=-0.043469999999999995 -0.17390999999999998 0.084100000000000022 -0.078934999999999991 0.099930000000000005
decision_type=2 2 2 2 2
left_child=-1 -2 4 -4 -3
right_child=1 2 3 -5 -6
leaf_value=0.00018461455951336239 0.00021916314319931038 0.00030633053101563777 -0.00079160541099575362 4.6581273093947521e-05 -0.00031700628177874085
leaf_weight=0.0019183235753892289 0.0011706896517503507 0.0015663413140346054 0.0010020669397879556 0.0011548784142028845 0.0013477014287556328
leaf_count=425 177 540 1218 565 196
internal_value=0 -6.89375e-05 -0.000135448 -0.000342821 1.80465e-05
internal_weight=0 0.00624168 0.00507099 0.00215695 0.00291404
internal_count=3121 2696 2519 1783 736
is_linear=0
shrinkage=0.00196078


Tree=9080
num_leaves=5
num_cat=0
split_feature=3 16 12 4
split_gain=8.76735e-06 1.78968e-05 2.60539e-05 2.34572e-05
threshold=0.11658 0.013515000000000001 0.088365000000000013 0.0061450000000000003
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=-0.0095516739145191515 0.0063619801243479353 0.0059325232971838854 -0.017450012008808868 0.009871375556480837
leaf_weight=0.0012550083547182944 0.001656049308227818 0.0019292212269966819 0.0012881825813926689 0.001232345924693836
leaf_count=896 240 705 954 326
internal_value=0 -0.001903 -0.00590678 7.13686e-05
internal_weight=0 0.00570476 0.00377554 0.00248735
internal_count=3121 2881 2176 1222
is_linear=0
shrinkage=0.1


Tree=9081
num_leaves=6
num_cat=0
split_feature=43 3 4 47 3
split_gain=9.00386e-06 2.94229e-05 2.35021e-05 4.48952e-05 1.99506e-05
threshold=-0.04890499999999999 -0.077774999999999983 -0.059649999999999988 0.077555000000000013 0.092670000000000016
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.0039752647863087014 -0.013263427419675556 0.017396811313803932 0.00032497838431800056 -0.015349860957082927 0.019350658432272939
leaf_weight=0.0016098920914547001 0.0014500601417067622 0.0010738179015282331 0.001075658197637932 0.001013812493882351 0.0011303294330156784
leaf_count=960 890 495 415 175 186
internal_value=0 0.00457622 -0.00269226 0.00206855 0.0100736
internal_weight=0 0.00268371 0.00466986 0.0032198 0.00220599
internal_count=3121 1455 1666 776 601
is_linear=0
shrinkage=0.1


Tree=9082
num_leaves=6
num_cat=0
split_feature=0 15 16 16 16
split_gain=9.55839e-06 2.00276e-05 6.73692e-05 3.59101e-05 1.9276e-05
threshold=1.0000000180025095e-35 -0.016799999999999995 -0.056919999999999991 -0.008904999999999998 -0.44310499999999992
decision_type=2 2 2 2 2
left_child=1 2 4 -3 -1
right_child=-2 3 -4 -5 -6
leaf_value=-0.0076239782461717314 0.0068309908509240668 -0.0075802570885475408 -0.026251285875359888 0.018331167737270598 0.010406342381336533
leaf_weight=0.0010103711768844395 0.001588696474082418 0.0010410559948923885 0.0011662482091303718 0.0010999768963560644 0.0014351776390966102
leaf_count=230 325 1046 685 377 458
internal_value=0 -0.00193144 -0.00647423 0.00573199 0.00295717
internal_weight=0 0.00575283 0.0036118 0.00214103 0.00244555
internal_count=3121 2796 1373 1423 688
is_linear=0
shrinkage=0.1


Tree=9083
num_leaves=5
num_cat=0
split_feature=0 43 48 16
split_gain=2.19942e-05 2.53468e-05 4.82336e-05 4.66094e-05
threshold=1.0000000180025095e-35 -0.079329999999999984 0.085700000000000012 -0.008904999999999998
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=-0.00024674812655732455 0.00018935238068450117 -1.8855634302464118e-05 -0.00025938504635062971 0.0004968643056329653
leaf_weight=0.001941013260505749 0.0017308125439640786 0.001832947793610109 0.0015325511631906616 0.0010653719811253863
leaf_count=968 325 1147 306 375
internal_value=0 -5.99004e-05 2.19512e-05 0.000170714
internal_weight=0 0.00637188 0.00443087 0.00289832
internal_count=3121 2796 1828 1522
is_linear=0
shrinkage=0.00196078


Tree=9084
num_leaves=6
num_cat=0
split_feature=4 150 13 13 16
split_gain=1.00278e-05 1.85504e-05 1.84119e-05 3.05893e-05 4.46577e-05
threshold=0.26790000000000008 0.086135000000000017 -0.10278499999999999 0.0076650000000000008 -0.073849999999999985
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.010921037632408252 0.00791658432130069 -0.014142908385721532 0.024785731138982831 -0.0077694942680204193 -0.0018908664356945947
leaf_weight=0.0010690193028125555 0.0013033694844130292 0.0010072100925013899 0.0011721167374744794 0.0014384815503585609 0.0013506415433604539
leaf_count=162 377 270 813 437 1062
internal_value=0 -0.00175538 0.000724975 0.00386788 0.0105035
internal_weight=0 0.00603747 0.00503026 0.00396124 0.00252276
internal_count=3121 2744 2474 2312 1875
is_linear=0
shrinkage=0.1


Tree=9085
num_leaves=7
num_cat=0
split_feature=52 13 0 47 15 52
split_gain=1.39433e-05 3.56929e-05 2.26713e-05 2.26562e-05 6.08325e-05 3.95184e-05
threshold=0.11434500000000002 -0.084034999999999985 -0.089269999999999988 0.092530000000000015 -0.089549999999999991 -0.0064899999999999992
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=5.0456510067161542e-05 -0.0002130532925583617 0.00037888395300272046 0.00045345629159527329 -0.00032266618066226015 -0.00043211002985803253 6.2683113760825666e-05
leaf_weight=0.0011569268251186945 0.0010586383342992833 0.0011486975430502174 0.0010011014038447989 0.001039754452874536 0.0011555281266404237 0.0013405905394884492
leaf_count=342 501 333 434 185 577 749
internal_value=0 2.87576e-05 0.000237407 -6.73602e-05 5.47083e-06 -0.000166371
internal_weight=0 0.0068426 0.00215803 0.00468457 0.00364482 0.00249612
internal_count=3121 2620 776 1844 1659 1326
is_linear=0
shrinkage=0.00196078


Tree=9086
num_leaves=6
num_cat=0
split_feature=52 0 0 15 12
split_gain=2.15617e-05 4.07833e-05 3.35212e-05 3.64938e-05 3.32192e-05
threshold=0.11434500000000002 -0.077999999999999986 -0.10607499999999999 -0.095869999999999983 0.095175000000000023
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -3
right_child=-2 4 -4 -5 -6
leaf_value=-0.00019485840185849265 -0.00026716715242369087 5.577073120992688e-05 -0.00038704948954946573 0.00023841996920745013 0.00050667993808008996
leaf_weight=0.0015168000034842411 0.0010365174051118883 0.0016838884323057374 0.001060910753127922 0.0014733708634629781 0.0010019160501049174
leaf_count=204 501 524 1269 264 359
internal_value=0 3.6613e-05 -8.76075e-05 1.86343e-05 0.000223978
internal_weight=0 0.00673689 0.00405108 0.00299017 0.0026858
internal_count=3121 2620 1737 468 883
is_linear=0
shrinkage=0.00196078


Tree=9087
num_leaves=6
num_cat=0
split_feature=0 15 150 15 16
split_gain=9.69144e-06 1.6328e-05 5.5266e-05 5.54576e-05 3.39107e-05
threshold=-1.0000000180025095e-35 -0.016799999999999995 0.080470000000000014 -0.10653 -0.008904999999999998
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -3
right_child=-2 4 -4 -5 -6
leaf_value=-0.00073930082849358919 0.0068641822036206116 -0.0079833581015095328 0.013864573197553307 -0.030111036802361657 0.017182696534908948
leaf_weight=0.001452602733933325 0.0015929051075840523 0.0010407282608102162 0.0010052284250970729 0.0011531607474328485 0.0011028069163881477
leaf_count=426 325 1046 286 661 377
internal_value=0 -0.0019496 -0.00605366 -0.0137375 0.00496408
internal_weight=0 0.00575453 0.00361099 0.00260576 0.00214354
internal_count=3121 2796 1373 1087 1423
is_linear=0
shrinkage=0.1


Tree=9088
num_leaves=7
num_cat=0
split_feature=484 49 52 15 15 3
split_gain=1.21243e-05 2.27656e-05 3.49203e-05 5.73772e-05 7.43529e-05 2.47587e-05
threshold=0.073690000000000019 -0.081404999999999991 -0.07167999999999998 -0.11713499999999999 -0.031204999999999997 -0.020429999999999997
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=0.00023528733522202444 0.00019743489061414466 -0.0004003803108492652 -0.00039486030432458146 0.00053001265881533926 9.6376798795589868e-05 -0.00031027933997511143
leaf_weight=0.0010240038648203506 0.0010035002348897397 0.0010755308012294403 0.0011138374923438886 0.001128443804393042 0.0013051335168333584 0.0010297982439626929
leaf_count=213 394 591 317 415 1088 103
internal_value=0 -3.37211e-05 -8.24525e-05 -7.74734e-06 0.00011675 -8.29748e-05
internal_weight=0 0.00667675 0.00565274 0.00457721 0.00346338 0.00233493
internal_count=3121 2727 2514 1923 1606 1191
is_linear=0
shrinkage=0.00196078


Tree=9089
num_leaves=7
num_cat=0
split_feature=1 457 15 2 12 1
split_gain=2.13131e-05 2.51504e-05 2.93522e-05 4.45704e-05 3.44736e-05 1.15629e-05
threshold=0.12500000000000003 0.069910000000000014 1.0000000180025095e-35 0.098260000000000014 0.083370000000000014 0.10538500000000002
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=1.1143079307607631e-05 0.00024204324357032895 0.00022768239733903073 -0.00035737144631445717 3.3355935261098746e-05 -0.00048086133027271739 0.00032022213149105237
leaf_weight=0.0011628449086788055 0.0011218871363848784 0.0010583065306340594 0.0013227713806035751 0.0010859571728606783 0.0010347421967133587 0.0010749678612541652
leaf_count=216 279 249 1139 366 687 185
internal_value=0 -4.9843e-05 -0.00010154 -2.38977e-05 -0.000220519 0.00017606
internal_weight=0 0.00673959 0.00568128 0.00435851 0.00219759 0.00216093
internal_count=3121 2842 2593 1454 903 551
is_linear=0
shrinkage=0.00196078


Tree=9090
num_leaves=6
num_cat=0
split_feature=1 42 0 1 16
split_gain=1.74059e-05 2.93583e-05 4.73549e-05 5.23565e-05 4.91294e-05
threshold=0.12500000000000003 0.088915000000000008 -0.084269999999999984 0.094385000000000011 0.15273500000000004
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -4
right_child=-2 -3 4 -5 -6
leaf_value=-0.00044057406976145475 0.00021145316570150418 -0.00031312266209136013 0.00044821250230836507 6.9855764002295864e-05 -0.00010691491484406712
leaf_weight=0.0013375255027179651 0.0011700345781450582 0.0012972515046494873 0.0014569009272433369 0.0018292490432019247 0.0010580898605770943
leaf_count=857 279 810 692 225 258
internal_value=0 -4.6972e-05 1.3795e-05 -0.00014573 0.000214663
internal_weight=0 0.00697902 0.00568177 0.00316677 0.00251499
internal_count=3121 2842 2032 1082 950
is_linear=0
shrinkage=0.00196078


Tree=9091
num_leaves=6
num_cat=0
split_feature=0 1 4 48 4
split_gain=1.70957e-05 3.58452e-05 4.80161e-05 2.87113e-05 2.41566e-05
threshold=-0.14920999999999998 0.11146500000000002 -0.0029599999999999995 0.086035000000000014 -0.084369999999999987
decision_type=2 2 2 2 2
left_child=3 2 4 -1 -2
right_child=1 -3 -4 -5 -6
leaf_value=7.7051227413800103e-05 -4.970295891473812e-05 0.00029622444169856812 -0.00040076373114271451 -0.00035274537464325301 0.0003203864533015471
leaf_weight=0.0011574501676116424 0.0018985252540984919 0.0016496362523697652 0.0010794663540925277 0.0012353499538281729 0.0010548250616094956
leaf_count=194 545 437 577 92 1276
internal_value=0 5.27309e-05 -4.68709e-05 -0.000144843 8.2479e-05
internal_weight=0 0.00568245 0.00403282 0.0023928 0.00295335
internal_count=3121 2835 2398 286 1821
is_linear=0
shrinkage=0.00196078


Tree=9092
num_leaves=6
num_cat=0
split_feature=42 157 42 0 1
split_gain=1.98762e-05 2.7641e-05 4.44386e-05 5.06362e-05 3.89625e-05
threshold=-0.025789999999999997 -1.0000000180025095e-35 0.091735000000000025 -0.059114999999999994 0.094090000000000021
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.00023245483225221524 -0.00025685619759240606 -0.00018851219878563566 -0.00026062873502765251 0.00051859465208081864 0.00023645975560030374
leaf_weight=0.0012335701238020283 0.0010333732299462458 0.0014602273456529734 0.0011094371280058529 0.0012221166995918277 0.0019201016406045356
leaf_count=712 506 776 603 206 318
internal_value=0 3.82431e-05 9.16314e-05 0.000176545 5.28813e-05
internal_weight=0 0.00674526 0.00571188 0.00460245 0.00338033
internal_count=3121 2409 1903 1300 1094
is_linear=0
shrinkage=0.00196078


Tree=9093
num_leaves=6
num_cat=0
split_feature=1 52 4 1 2
split_gain=1.02858e-05 2.213e-05 2.71687e-05 3.76738e-05 3.05548e-05
threshold=0.12500000000000003 -0.088204999999999992 -0.0016099999999999997 0.10937500000000001 0.092755000000000018
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -3
right_child=-2 2 3 -5 -6
leaf_value=-0.014735373734290179 0.0091126065362972328 0.019299025033991897 -0.015599214337247064 0.0078870095802564422 -0.002955981368364927
leaf_weight=0.0010639031798583155 0.0010486750412142887 0.0012967530450664611 0.0016159713168207995 0.0011829700154945932 0.0011767207005834556
leaf_count=624 279 1171 545 169 333
internal_value=0 -0.00157932 0.00107539 -0.00567278 0.00871152
internal_weight=0 0.00633632 0.00527242 0.00279894 0.00247347
internal_count=3121 2842 2218 714 1504
is_linear=0
shrinkage=0.1


Tree=9094
num_leaves=6
num_cat=0
split_feature=4 4 2 48 2
split_gain=1.95774e-05 2.24315e-05 3.93562e-05 3.8496e-05 4.24714e-05
threshold=0.27287000000000006 0.098655000000000007 0.10644500000000001 0.083985000000000018 0.084245000000000014
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=1.123624410548973e-05 0.00020472637580463962 -0.00028289802645648361 0.00028581136169386211 0.00022488269588269758 -0.00046039119062030355
leaf_weight=0.0015584793725435162 0.001371934982416753 0.0013065111852307828 0.0014044124914195343 0.0010595309408598383 0.0013878241301923679
leaf_count=697 352 195 415 364 1098
internal_value=0 -5.23129e-05 3.37077e-06 -9.56506e-05 -0.000210919
internal_weight=0 0.00671676 0.00541025 0.00400583 0.0029463
internal_count=3121 2769 2574 2159 1795
is_linear=0
shrinkage=0.00196078


Tree=9095
num_leaves=6
num_cat=0
split_feature=0 4 47 1 0
split_gain=1.93633e-05 3.14359e-05 3.11893e-05 4.53079e-05 4.12851e-05
threshold=-0.062294999999999996 -0.35136499999999998 0.092530000000000015 0.090405000000000013 -0.15090499999999998
decision_type=2 2 2 2 2
left_child=2 -2 3 -1 -5
right_child=1 -3 -4 4 -6
leaf_value=-0.00023905513434824863 -0.0001012756698966229 0.00031720887335608475 -0.00035004016288298312 -5.5980586877426318e-05 0.00045956135449008327
leaf_weight=0.0016760649818468622 0.0012575230816579044 0.001529517985168735 0.001209938623058497 0.0012996856975398519 0.0011049205709534157
leaf_count=1665 227 368 265 128 468
internal_value=0 0.000128387 -7.356e-05 8.41766e-06 0.000180912
internal_weight=0 0.00278704 0.00529061 0.00408067 0.00240461
internal_count=3121 595 2526 2261 596
is_linear=0
shrinkage=0.00196078


Tree=9096
num_leaves=7
num_cat=0
split_feature=16 4 0 0 0 15
split_gain=1.76612e-05 4.892e-05 4.42951e-05 3.13242e-05 5.47812e-05 2.06923e-05
threshold=0.38525000000000004 -0.27825499999999997 -0.077999999999999986 -0.10607499999999999 -0.14920999999999998 -0.10653
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=-0.00043602381680550725 0.00021877134109361894 5.7494864972024604e-05 0.00034078476281332076 -0.00034470725846609887 0.00040283538739297993 -0.00031638830306855644
leaf_weight=0.0010639768090289709 0.001093311220275596 0.0010666740456556274 0.0012960286292413104 0.0011819464462467697 0.0010287664539487995 0.001220056805857015
leaf_count=155 311 113 674 1434 269 165
internal_value=0 -4.95721e-05 2.14002e-05 -7.06369e-05 2.70669e-05 -0.000141986
internal_weight=0 0.00685745 0.00579347 0.00449744 0.0033155 0.00228673
internal_count=3121 2810 2655 1981 547 278
is_linear=0
shrinkage=0.00196078


Tree=9097
num_leaves=7
num_cat=0
split_feature=13 47 4 52 16 2
split_gain=1.35601e-05 2.54478e-05 5.65482e-05 5.68823e-05 3.9871e-05 1.96488e-05
threshold=-0.23438999999999996 0.10904500000000002 0.23246000000000003 -0.088204999999999992 -0.010264999999999998 0.086590000000000014
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=0.00020566925216133485 -0.0004891348473932335 -0.00030890616363574104 0.00035441005184749889 7.5016463982836623e-05 0.00032867403699267454 -0.0003000444610972278
leaf_weight=0.001002780313032697 0.0010703514304220554 0.0011196847625140772 0.0014168032831167413 0.0010055494986441959 0.0011350631100503971 0.0011525474485998477
leaf_count=169 572 163 327 726 449 715
internal_value=0 -3.83495e-05 1.40591e-05 -9.64506e-05 3.11807e-05 -0.000125288
internal_weight=0 0.0069 0.00578031 0.00436351 0.00329316 0.0021581
internal_count=3121 2952 2789 2462 1890 1441
is_linear=0
shrinkage=0.00196078


Tree=9098
num_leaves=6
num_cat=0
split_feature=52 0 12 0 2
split_gain=1.41404e-05 3.16317e-05 3.36817e-05 2.87405e-05 4.22967e-05
threshold=0.11434500000000002 -0.077999999999999986 0.095175000000000023 -0.10607499999999999 0.11215000000000001
decision_type=2 2 2 2 2
left_child=1 3 -3 4 -1
right_child=-2 2 -4 -5 -6
leaf_value=0.0001993369876160906 -0.00021356012044557206 2.8400369967186751e-05 0.00048160946307987959 -0.00035515342011234935 -0.00028148383374169988
leaf_weight=0.0018878835453791424 0.0010439334896346786 0.0017059081471980468 0.0010000514945775702 0.0010608417572502936 0.0011211001461621166
leaf_count=314 501 524 359 1269 154
internal_value=0 3.15941e-05 0.000195895 -7.76466e-05 2.01907e-05
internal_weight=0 0.00677579 0.00270596 0.00406983 0.00300898
internal_count=3121 2620 883 1737 468
is_linear=0
shrinkage=0.00196078


Tree=9099
num_leaves=5
num_cat=0
split_feature=0 1 13 3
split_gain=2.23511e-05 3.06163e-05 3.81995e-05 3.27391e-05
threshold=1.0000000180025095e-35 0.077565000000000009 -0.0025349999999999995 0.097915000000000016
decision_type=2 2 2 2
left_child=1 -1 -3 -4
right_child=-2 2 3 -5
leaf_value=-0.00036915164606033714 0.00018840825425974359 0.00021504004720292641 5.6299538179310942e-05 -0.0003302737228289349
leaf_weight=0.0010329418625128562 0.0017795633274674399 0.0019891541591018089 0.0017717600707037161 0.001605589001470939
leaf_count=1552 325 815 289 140
internal_value=0 -6.00207e-05 -5.19291e-07 -0.000127477
internal_weight=0 0.00639945 0.0053665 0.00337735
internal_count=3121 2796 1244 429
is_linear=0
shrinkage=0.00196078


Tree=9100
num_leaves=6
num_cat=0
split_feature=3 457 3 12 4
split_gain=9.81699e-06 1.52489e-05 3.58934e-05 3.82457e-05 6.29981e-05
threshold=0.13524500000000003 0.069910000000000014 0.088060000000000013 0.079890000000000017 0.09173000000000002
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.013594973468726923 0.0084855865047004514 0.0096855798486545543 -0.019038966835902761 -0.01931059635388542 0.012143282334104192
leaf_weight=0.0014702254429780539 0.0011332695235890767 0.0010026623809108589 0.0011921787552292987 0.0015671399160096758 0.001072578896779301
leaf_count=401 192 246 135 1940 207
internal_value=0 -0.00162362 -0.00376226 0.000669084 -0.00653016
internal_weight=0 0.00630479 0.00530212 0.00410994 0.00263972
internal_count=3121 2929 2683 2548 2147
is_linear=0
shrinkage=0.1


Tree=9101
num_leaves=7
num_cat=0
split_feature=1 3 133 3 3 12
split_gain=2.21509e-05 3.79991e-05 5.74286e-05 7.26654e-05 2.36313e-05 4.03885e-05
threshold=0.104035 -0.12018999999999998 0.083950000000000011 -1.0000000180025095e-35 0.11296500000000002 0.092255000000000018
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=0.00021631079650256249 0.00052932428986524451 -0.00076289914649647125 0.00017212033389078291 -8.4449252203466638e-05 -7.6878807045433728e-05 -2.5659418279018111e-05
leaf_weight=0.00116070119423881 0.0010009095895047258 0.0010118221087976162 0.0011528755836645696 0.0015168299960359056 0.0014735176386104802 0.0010157876807911489
leaf_count=222 289 1148 851 209 211 191
internal_value=0 -9.30373e-05 -0.000190568 -0.000355926 0.000111872 0.000249785
internal_weight=0 0.00484223 0.00368153 0.00252865 0.00349021 0.0020167
internal_count=3121 2430 2208 1357 691 480
is_linear=0
shrinkage=0.00196078


Tree=9102
num_leaves=5
num_cat=0
split_feature=16 1 43 48
split_gain=1.85046e-05 5.1933e-05 3.91151e-05 4.32429e-05
threshold=0.38525000000000004 0.077565000000000009 -1.0000000180025095e-35 0.086035000000000014
decision_type=2 2 2 2
left_child=1 -1 -3 -4
right_child=-2 2 3 -5
leaf_value=-0.00031504239927111863 0.00022638814563133967 0.00029910964376155918 0.00013605666471190147 -0.00031739553721022459
leaf_weight=0.0019719064624572789 0.0011161491388079533 0.0017304077643885349 0.0018204854597838192 0.0014546201213064117
leaf_count=1511 311 678 453 168
internal_value=0 -4.55259e-05 6.06493e-05 -6.53416e-05
internal_weight=0 0.00697742 0.00500551 0.00327511
internal_count=3121 2810 1299 621
is_linear=0
shrinkage=0.00196078


Tree=9103
num_leaves=7
num_cat=0
split_feature=484 15 15 0 15 2
split_gain=2.19822e-05 2.21512e-05 4.76267e-05 4.52097e-05 2.92181e-05 4.14176e-05
threshold=0.073690000000000019 -0.11713499999999999 -0.031204999999999997 -0.10836499999999999 0.088345000000000021 0.098260000000000014
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=-0.00027740819967845583 0.00025165700816129924 -5.377146583393759e-05 -0.00054275078661881841 0.00051040557713190229 0.00011800060780144997 -1.8163712144747661e-05
leaf_weight=0.0013552458913348043 0.0010521162896411111 0.0010922778476611062 0.0011027496033769826 0.0010920621124079002 0.0011212631630012765 0.0012174882914023611
leaf_count=393 394 178 690 640 657 169
internal_value=0 -5.23726e-05 1.8377e-06 0.000228289 -0.000141892 -0.000267487
internal_weight=0 0.00698109 0.00562584 0.00218434 0.0034415 0.00232024
internal_count=3121 2727 2334 818 1516 859
is_linear=0
shrinkage=0.00196078


Tree=9104
num_leaves=6
num_cat=0
split_feature=16 4 0 3 1
split_gain=9.88853e-06 3.48049e-05 3.47277e-05 2.24965e-05 4.31995e-05
threshold=0.38525000000000004 -0.27825499999999997 -0.077999999999999986 0.090900000000000009 0.094090000000000021
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.018658739800643268 0.0090183622926648162 -0.020605780711952525 0.016622197932781396 0.0060207080450727698 0.0059683592699196486
leaf_weight=0.0010035289590325999 0.0010267623289137587 0.0013749993416292737 0.0012006338126627327 0.0017530074972829947 0.0011020093513062692
leaf_count=155 311 1516 674 229 236
internal_value=0 -0.00154935 0.00161229 -0.00264808 -0.00878307
internal_weight=0 0.00643418 0.00543065 0.00423002 0.00247701
internal_count=3121 2810 2655 1981 1752
is_linear=0
shrinkage=0.1


Tree=9105
num_leaves=7
num_cat=0
split_feature=484 49 52 2 42 3
split_gain=1.62632e-05 1.97573e-05 4.11721e-05 4.86827e-05 6.05679e-05 1.69834e-05
threshold=0.073690000000000019 -0.081404999999999991 0.10744000000000002 0.10613000000000002 0.084050000000000014 0.0041950000000000008
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=0.00020377324538501098 0.00022171899512853844 -1.3914433254549627e-05 0.000268222274989281 -0.00045518416637292582 -0.00041289876152067652 0.00032509692348033423
leaf_weight=0.0010805330138341923 0.0010509129047781571 0.0011621926456434875 0.0010454500789093338 0.0014939704458872189 0.0010756751330299424 0.0011114997485695999
leaf_count=213 394 810 400 464 717 123
internal_value=0 -3.99474e-05 -8.46676e-05 -0.00016084 -2.95492e-05 0.000151812
internal_weight=0 0.00696932 0.00588879 0.00484334 0.00334937 0.00227369
internal_count=3121 2727 2514 2114 1650 933
is_linear=0
shrinkage=0.00196078


Tree=9106
num_leaves=6
num_cat=0
split_feature=13 13 160 16 0
split_gain=1.55742e-05 3.26008e-05 2.62792e-05 3.53634e-05 3.16007e-05
threshold=-0.084034999999999985 -0.13710499999999998 -0.080719999999999986 0.061255000000000011 -0.11437499999999999
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-6.15277949023982e-05 0.00021414862189298695 0.00039131189813290576 -0.00020105899444030639 -0.00039000828818729999 0.0001950425221601667
leaf_weight=0.0015098747632047342 0.00105909219283171 0.0010269453040181948 0.0016316663549096478 0.0013831641069536765 0.0014738050145474315
leaf_count=266 400 656 231 460 1108
internal_value=0 0.000121789 -6.36745e-05 -0.000129227 -1.30758e-05
internal_weight=0 0.00253682 0.00554773 0.00448864 0.00310547
internal_count=3121 922 2199 1799 1339
is_linear=0
shrinkage=0.00196078


Tree=9107
num_leaves=7
num_cat=0
split_feature=13 48 1 48 0 16
split_gain=1.5864e-05 2.68331e-05 5.38371e-05 2.87795e-05 4.63628e-05 4.64193e-05
threshold=-0.23438999999999996 0.11077000000000002 0.111945 0.083985000000000018 -0.10224499999999999 -0.004174999999999999
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=0.00022281645224766518 -0.00052281734257277176 -0.00033570355425539182 0.0003359998631146477 0.00017611736015598776 0.00022229598461122305 -0.00033534407905394802
leaf_weight=0.0010241752945928497 0.0010711071484635847 0.0010006751483936554 0.0014778494321629468 0.0011281199140761667 0.00127089029357175 0.0010465106347475215
leaf_count=169 275 142 302 366 1291 576
internal_value=0 -3.84712e-05 1.11466e-05 -9.5146e-05 -0.000185456 -2.95276e-05
internal_weight=0 0.00699515 0.00599448 0.00451663 0.00338851 0.0023174
internal_count=3121 2952 2810 2508 2142 1867
is_linear=0
shrinkage=0.00196078


Tree=9108
num_leaves=6
num_cat=0
split_feature=42 160 151 4 4
split_gain=9.57978e-06 1.88992e-05 2.35859e-05 4.34792e-05 4.05463e-05
threshold=-0.025789999999999997 -1.0000000180025095e-35 -0.0077149999999999988 0.076415000000000025 -0.077679999999999985
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
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leaf_value=-0.008389745840495063 -0.0085297952402704127 -0.0092179725687544564 0.011404632287948106 0.023088292455682349 -0.013987705826165327
leaf_weight=0.001173962808866085 0.0014588555436637887 0.0010012554988160492 0.001465848027726719 0.0012774780200457384 0.0011013077330917281
leaf_count=712 837 303 535 246 488
internal_value=0 0.00144878 0.00445283 0.00801311 0.00051134
internal_weight=0 0.00630474 0.00484589 0.00384463 0.00256716
internal_count=3121 2409 1572 1269 1023
is_linear=0
shrinkage=0.1


Tree=9109
num_leaves=7
num_cat=0
split_feature=484 49 52 2 0 12
split_gain=1.89215e-05 1.88596e-05 3.24369e-05 5.65979e-05 4.34008e-05 4.89205e-06
threshold=0.073690000000000019 -0.081404999999999991 0.10744000000000002 0.10097500000000002 -0.057069999999999989 0.085495000000000015
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=0.0010629172588467739 0.0010550038292596389 0.0010134448504830972 0.0010185916291871279 0.0017256564144049738 0.0010939118966179096 0.0010004022632139745
leaf_count=213 394 422 400 557 156 979
internal_value=0 -4.51255e-05 -8.8767e-05 -0.000155782 2.32718e-06 -0.000168451
internal_weight=0 0.00691492 0.00585201 0.00483342 0.00310776 0.00201385
internal_count=3121 2727 2514 2114 1557 1401
is_linear=0
shrinkage=0.00196078


Tree=9110
num_leaves=5
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split_feature=15 43 2 2
split_gain=9.71146e-06 2.08048e-05 2.85684e-05 4.24079e-05
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decision_type=2 2 2 2
left_child=-1 -2 -3 -4
right_child=1 2 3 -5
leaf_value=-0.0073840276019088037 0.013799184450639988 0.010182079274082453 -0.018844837923614514 0.0038206123191623477
leaf_weight=0.0014674098164657208 0.0011478368434941445 0.0015224552677438183 0.0014972404778329097 0.0018399640842092868
leaf_count=484 184 750 1067 636
internal_value=0 0.00169047 -0.00116957 -0.00634827
internal_weight=0 0.0060075 0.00485966 0.0033372
internal_count=3121 2637 2453 1703
is_linear=0
shrinkage=0.1


Tree=9111
num_leaves=7
num_cat=0
split_feature=484 49 0 15 1 3
split_gain=1.05743e-05 1.53866e-05 2.84912e-05 6.38962e-05 1.71195e-05 1.15549e-05
threshold=0.044540000000000003 -0.080859999999999987 -0.10836499999999999 -0.031204999999999997 0.10920500000000001 -0.078724999999999976
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=0.0097577623531594545 0.009418863442107555 -0.0037408911552938608 0.020430932284201446 -0.0005256937315566482 -0.021976201193247745 -0.015124782431457671
leaf_weight=0.001010714545685327 0.001012496935372616 0.00101939848059276 0.0012061180183796857 0.0010229102727920538 0.0010401358742975196 0.0011534915609533051
leaf_count=221 435 255 789 936 126 359
internal_value=0 -0.00157317 -0.00367759 0.00196838 -0.0129504 -0.0082632
internal_weight=0 0.00645277 0.00544205 0.00338252 0.00205953 0.0021764
internal_count=3121 2686 2465 2084 381 1295
is_linear=0
shrinkage=0.1


Tree=9112
num_leaves=6
num_cat=0
split_feature=42 43 51 15 4
split_gain=9.64019e-06 2.6911e-05 3.31619e-05 2.88579e-05 4.2186e-05
threshold=0.091735000000000025 0.05259500000000001 -0.076794999999999988 -0.10324499999999999 -0.0029599999999999995
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.017788947659558414 -0.0088144288653967829 0.016206871806181983 0.015105549040970606 0.0073356601229466641 -0.016309464463353681
leaf_weight=0.0010076016888193639 0.001079227430590724 0.0010298734486523893 0.0012587894717717386 0.0017484055780056921 0.0013274022668318514
leaf_count=406 667 288 311 1106 343
internal_value=0 0.00140583 -0.00144753 0.00235113 -0.00286868
internal_weight=0 0.00637207 0.0053422 0.0043346 0.00307581
internal_count=3121 2454 2166 1760 1449
is_linear=0
shrinkage=0.1


Tree=9113
num_leaves=6
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split_feature=52 52 15 15 43
split_gain=1.04011e-05 2.93685e-05 1.85449e-05 3.58213e-05 3.12758e-05
threshold=-0.057699999999999994 -0.12005499999999998 -0.11713499999999999 -0.026084999999999994 -0.0037449999999999996
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -5
right_child=2 -3 3 4 -6
leaf_value=-0.0078217005142537672 -0.013539044388160882 0.01449827671918626 0.015358668010637389 -0.018541288626627583 0.0035072054265738021
leaf_weight=0.0010030538452145666 0.001195745816489967 0.0014298914189849834 0.0011635469989243153 0.0011042122722851897 0.0015414780880880629
leaf_count=537 374 389 476 860 485
internal_value=0 0.0052962 -0.00267453 0.00073592 -0.00569501
internal_weight=0 0.00243295 0.00500498 0.00380924 0.00264569
internal_count=3121 926 2195 1821 1345
is_linear=0
shrinkage=0.1


Tree=9114
num_leaves=5
num_cat=0
split_feature=4 151 16 13
split_gain=8.76543e-06 1.9876e-05 2.96831e-05 2.02142e-05
threshold=0.40473500000000007 -0.024429999999999997 -0.092484999999999984 -0.0034749999999999994
decision_type=2 2 2 2
left_child=1 -1 -3 -4
right_child=-2 2 3 -5
leaf_value=0.011262666408116002 0.008069487608295501 -0.015287148201599324 0.0090102635951750994 -0.0058825112609989759
leaf_weight=0.0010205768449056945 0.0011251423825717954 0.0016129875459999499 0.0016924847656769665 0.0019748226420678045
leaf_count=473 304 482 1239 623
internal_value=0 -0.00151261 -0.00398182 0.000990595
internal_weight=0 0.00630087 0.00528029 0.00366731
internal_count=3121 2817 2344 1862
is_linear=0
shrinkage=0.1


Tree=9115
num_leaves=7
num_cat=0
split_feature=12 52 1 4 4 12
split_gain=8.09068e-06 3.46018e-05 3.33629e-05 3.4427e-05 3.04454e-05 4.85188e-06
threshold=0.084100000000000022 0.070205000000000017 0.11181500000000001 0.0049200000000000008 0.09173000000000002 0.09364500000000002
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=-0.0076059043980722212 -0.006385652946570149 0.018503225858354851 -0.016842765895699843 0.018017330907378309 0.0088989110011512829 -0.01618930559575453
leaf_weight=0.001074278159206424 0.0010056644351602825 0.0010551345386097463 0.0010631342410827261 0.0010243587233815259 0.0011823464255104263 0.0010136362199582108
leaf_count=385 1187 234 256 164 223 672
internal_value=0 0.0028226 -0.00241028 0.00490097 -0.00384499 -0.0113068
internal_weight=0 0.00421691 0.00316177 0.00209864 0.00320165 0.0020193
internal_count=3121 1039 805 549 2082 1859
is_linear=0
shrinkage=0.1


Tree=9116
num_leaves=6
num_cat=0
split_feature=52 52 13 2 16
split_gain=9.47936e-06 2.1194e-05 1.53603e-05 1.77435e-05 1.71911e-05
threshold=-0.081429999999999989 -0.0027449999999999996 -0.0039049999999999992 0.091265000000000013 -0.13088499999999997
decision_type=2 2 2 2 2
left_child=-1 -2 4 -4 -3
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leaf_value=0.0062799930391999855 -0.01523141217279176 0.0034430450568968467 0.016136196732871023 -0.00084977102733081299 -0.014888829604467258
leaf_weight=0.0017932241533354966 0.0010047374238215676 0.0010300653318610392 0.0010265387117974914 0.0015338965948187581 0.0010162423176125917
leaf_count=771 472 361 283 270 964
internal_value=0 -0.00207195 0.00079815 0.0059603 -0.00566098
internal_weight=0 0.00561148 0.00460674 0.00256044 0.00204631
internal_count=3121 2350 1878 553 1325
is_linear=0
shrinkage=0.1


Tree=9117
num_leaves=6
num_cat=0
split_feature=13 47 52 0 3
split_gain=3.36966e-05 4.28736e-05 5.47412e-05 3.71084e-05 4.17842e-05
threshold=-0.23438999999999996 0.10904500000000002 -0.088204999999999992 -0.17169499999999996 -0.083924999999999986
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -5
right_child=1 -3 3 4 -6
leaf_value=0.00032554628566947035 -0.00036722215375726544 -0.00040180065883860087 0.00037766830545865176 0.0002357650046174666 -0.00020082840248089899
leaf_weight=0.0010324621694657657 0.0011687938585670504 0.0011407878220116635 0.0013776657317893562 0.0015362479475914681 0.0018670490783723593
leaf_count=169 595 163 132 821 1241
internal_value=0 -5.35979e-05 1.31654e-05 0.000106158 -3.75018e-06
internal_weight=0 0.00709054 0.00594976 0.00478096 0.0034033
internal_count=3121 2952 2789 2194 2062
is_linear=0
shrinkage=0.00196078


Tree=9118
num_leaves=6
num_cat=0
split_feature=0 15 150 15 16
split_gain=9.88175e-06 1.88538e-05 5.83183e-05 5.08505e-05 3.30558e-05
threshold=1.0000000180025095e-35 -0.016799999999999995 0.080470000000000014 -0.10653 -0.013324999999999998
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -3
right_child=-2 4 -4 -5 -6
leaf_value=-0.0019448175615676515 0.0068876835882231346 -0.0078451502993035788 0.013995352051209454 -0.030062910279873085 0.016851820215601825
leaf_weight=0.001465204026800141 0.0016080737349942744 0.0010120813676554221 0.0010113871140452822 0.0011463843345198912 0.0011666923918387409
leaf_count=426 325 996 286 661 427
internal_value=0 -0.00197139 -0.00639212 -0.0142876 0.00537961
internal_weight=0 0.00580175 0.00362298 0.00261159 0.00217877
internal_count=3121 2796 1373 1087 1423
is_linear=0
shrinkage=0.1


Tree=9119
num_leaves=6
num_cat=0
split_feature=52 0 13 0 2
split_gain=2.55968e-05 3.4961e-05 3.97399e-05 2.71467e-05 4.66681e-05
threshold=0.11434500000000002 -0.077999999999999986 -0.0034749999999999994 -0.10607499999999999 0.11215000000000001
decision_type=2 2 2 2 2
left_child=1 3 -3 4 -1
right_child=-2 2 -4 -5 -6
leaf_value=0.00020971710728117285 -0.00028562498675983129 0.00044197477949296381 -2.7720461925826791e-05 -0.00033545868986581184 -0.00028806330473582893
leaf_weight=0.0019200533355958108 0.001069407034502777 0.0014089008048503604 0.0013621114860929635 0.0011113694163136321 0.0011625352376231648
leaf_count=314 501 515 368 1269 154
internal_value=0 4.01877e-05 0.000211093 -7.27318e-05 2.19894e-05
internal_weight=0 0.00696497 0.00277101 0.00419396 0.00308259
internal_count=3121 2620 883 1737 468
is_linear=0
shrinkage=0.00196078


Tree=9120
num_leaves=6
num_cat=0
split_feature=52 0 12 0 2
split_gain=2.05933e-05 3.04336e-05 3.4693e-05 2.89595e-05 4.94817e-05
threshold=0.11434500000000002 -0.077999999999999986 0.095175000000000023 -0.10607499999999999 0.11215000000000001
decision_type=2 2 2 2 2
left_child=1 3 -3 4 -1
right_child=-2 2 -4 -5 -6
leaf_value=0.00021784414621551444 -0.00026195078119289498 2.2312149569079533e-05 0.00048027036306889627 -0.00034954435114762457 -0.00030038669376653156
leaf_weight=0.0018894634339989905 0.00106324823594715 0.0017164629166563901 0.0010103443337272703 0.0010876207694291437 0.001133209318709848
leaf_count=314 501 524 359 1269 154
internal_value=0 3.13835e-05 0.000191996 -7.51684e-05 2.35578e-05
internal_weight=0 0.0068371 0.00272681 0.00411029 0.00302267
internal_count=3121 2620 883 1737 468
is_linear=0
shrinkage=0.00196078


Tree=9121
num_leaves=6
num_cat=0
split_feature=52 43 12 0 15
split_gain=1.7577e-05 3.02143e-05 5.47767e-05 4.67954e-05 2.82446e-05
threshold=-0.057699999999999994 -0.15582499999999996 0.091475000000000015 -0.10474999999999998 -0.053579999999999996
decision_type=2 2 2 2 2
left_child=4 -2 3 -3 -1
right_child=1 2 -4 -5 -6
leaf_value=0.00034511775315356456 0.00023400473822929655 -0.00022664230896331486 -0.00052061315040502747 0.0002481540955497613 -6.407565579296694e-05
leaf_weight=0.0012282977522992602 0.0010310730881740934 0.0017594685180918361 0.0010854470389242508 0.0014605998169679377 0.0013740258329805741
leaf_count=497 165 315 625 1090 429
internal_value=0 -6.74847e-05 -0.000139685 -1.12781e-05 0.000129064
internal_weight=0 0.00533659 0.00430552 0.00322007 0.00260232
internal_count=3121 2195 2030 1405 926
is_linear=0
shrinkage=0.00196078


Tree=9122
num_leaves=6
num_cat=0
split_feature=3 0 4 12 2
split_gain=9.47504e-06 1.5602e-05 2.94976e-05 2.8408e-05 2.1024e-05
threshold=0.11658 -0.060129999999999996 -0.16363499999999997 0.090840000000000018 0.089885000000000007
decision_type=2 2 2 2 2
left_child=1 3 -3 4 -1
right_child=-2 2 -4 -5 -6
leaf_value=-0.0096832376918316344 0.006588680705470403 -0.0068510034209987615 0.016731966522833912 -0.019952842862177224 0.0083102898102707969
leaf_weight=0.0012549780457787206 0.0016650560659225893 0.001070018439163331 0.0010516725893467216 0.0010362761853957938 0.0013456043461225241
leaf_count=1124 240 228 290 808 431
internal_value=0 -0.00197631 0.00483852 -0.00595199 -0.000372951
internal_weight=0 0.00575855 0.00212169 0.00363686 0.00260058
internal_count=3121 2881 518 2363 1555
is_linear=0
shrinkage=0.1


Tree=9123
num_leaves=5
num_cat=0
split_feature=0 43 16 1
split_gain=2.07789e-05 2.0431e-05 4.86606e-05 3.07563e-05
threshold=1.0000000180025095e-35 -0.09225499999999999 -0.25582999999999995 0.094385000000000011
decision_type=2 2 2 2
left_child=1 -1 -3 -4
right_child=-2 2 3 -5
leaf_value=-0.00027437731526395016 0.00017611087774604538 -0.00029435717909120565 -6.6184186353217622e-05 0.00030944863613140773
leaf_weight=0.001394386416708822 0.0017585870556107172 0.0015360560697694784 0.0016293421557651659 0.0017255911342947442
leaf_count=426 325 314 1601 455
internal_value=0 -6.50068e-05 -5.31671e-06 0.00012702
internal_weight=0 0.00628538 0.00489099 0.00335493
internal_count=3121 2796 2370 2056
is_linear=0
shrinkage=0.00196078


Tree=9124
num_leaves=6
num_cat=0
split_feature=0 1 13 49 47
split_gain=8.47934e-06 1.92282e-05 2.85974e-05 2.82106e-05 2.2867e-05
threshold=1.0000000180025095e-35 0.079415000000000013 -0.091054999999999983 -0.009244999999999998 0.092530000000000015
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.014288339694539832 0.0063524332672155043 0.015690544459876124 -0.015302691381833232 0.010812003861603095 -0.0087173339829987526
leaf_weight=0.0010226732864485758 0.0016137521512359044 0.001017920348816486 0.001274561980883715 0.0014954890289654457 0.0010007916967154642
leaf_count=1571 325 257 241 539 188
internal_value=0 -0.00184116 0.000817015 -0.00319802 0.00298244
internal_weight=0 0.00581144 0.00478876 0.00377084 0.00249628
internal_count=3121 2796 1225 968 727
is_linear=0
shrinkage=0.1


Tree=9125
num_leaves=6
num_cat=0
split_feature=15 43 4 2 16
split_gain=9.42449e-06 2.17419e-05 3.04862e-05 6.8925e-05 4.02911e-05
threshold=-0.11713499999999999 -0.17390999999999998 -0.033174999999999989 0.097845000000000015 -0.070454999999999976
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -4
right_child=1 2 4 -5 -6
leaf_value=-0.0072671309783285181 0.014119348272468989 -0.028071701351629376 -0.0058769902657572768 0.007952626613049631 0.018607733161520101
leaf_weight=0.0014559454250804484 0.0011410920026887249 0.001069878127997948 0.0014052741128581367 0.0010546725047688764 0.0012881244267726119
leaf_count=484 184 1063 445 280 665
internal_value=0 0.00170764 -0.00123197 -0.0101885 0.00583289
internal_weight=0 0.00595904 0.00481795 0.00212455 0.0026934
internal_count=3121 2637 2453 1343 1110
is_linear=0
shrinkage=0.1


Tree=9126
num_leaves=6
num_cat=0
split_feature=3 13 0 16 16
split_gain=9.39758e-06 4.32901e-05 2.74334e-05 3.23401e-05 2.4737e-05
threshold=-0.14477499999999996 -0.084034999999999985 -0.053834999999999994 -0.074319999999999983 -0.083134999999999987
decision_type=2 2 2 2 2
left_child=-1 4 3 -3 -2
right_child=1 2 -4 -5 -6
leaf_value=-0.0089340869834528894 0.024593338589169383 -0.0094422303615114105 -0.018271820908402236 0.010338618596360502 0.0024186240029464151
leaf_weight=0.0010256244638668288 0.001006725927624098 0.0016855099312314762 0.0010535404774208719 0.0016217860650277886 0.0010055676748236318
leaf_count=277 419 790 306 896 433
internal_value=0 0.00137967 -0.00421893 0.000257629 0.0135124
internal_weight=0 0.00637313 0.00436084 0.0033073 0.00201229
internal_count=3121 2844 1992 1686 852
is_linear=0
shrinkage=0.1


Tree=9127
num_leaves=5
num_cat=0
split_feature=0 47 49 3
split_gain=8.6261e-06 2.35299e-05 2.70597e-05 1.70566e-05
threshold=-0.019414999999999998 1.0000000180025095e-35 -0.054319999999999993 0.084940000000000015
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=-0.010391680447231932 0.0058973763609936483 -0.011345898591907983 0.0015306995740911155 0.018051966730985424
leaf_weight=0.0011299433357008209 0.0018358772059243354 0.0018162333352138285 0.0015621441378924992 0.001041522937460345
leaf_count=303 365 414 1892 147
internal_value=0 -0.00201016 0.00253125 0.00813956
internal_weight=0 0.00554984 0.00373361 0.00260367
internal_count=3121 2756 2342 2039
is_linear=0
shrinkage=0.1


Tree=9128
num_leaves=7
num_cat=0
split_feature=1 15 42 0 16 3
split_gain=2.26011e-05 3.35455e-05 5.32378e-05 4.2777e-05 5.5297e-05 5.33336e-05
threshold=0.12500000000000003 -0.15914499999999995 0.088915000000000008 -0.084269999999999984 0.15273500000000004 0.090900000000000009
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=0.00028656991837817855 0.00025476385459698473 -0.00045172896191574555 -0.00048915661158481256 0.00045139081917693269 -0.00016029449795779791 0.00013370925203392517
leaf_weight=0.0010066335371226439 0.0011353975064247275 0.0013504464609439917 0.0011019763891561988 0.0012843169333448046 0.0010190507411992923 0.0010741294576647638
leaf_count=191 279 855 764 652 256 124
internal_value=0 -4.39698e-05 -0.000101043 -1.05826e-05 0.00018077 -0.00019237
internal_weight=0 0.00683655 0.00582992 0.00472794 0.00230337 0.00242458
internal_count=3121 2842 2651 1887 908 979
is_linear=0
shrinkage=0.00196078


Tree=9129
num_leaves=6
num_cat=0
split_feature=43 43 2 2 4
split_gain=2.22328e-05 4.63225e-05 2.74189e-05 3.65201e-05 2.2289e-05
threshold=-0.043144999999999996 -0.092909999999999979 0.089885000000000007 0.10613000000000002 0.055260000000000011
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -5
right_child=2 -3 3 4 -6
leaf_value=-6.6209208134007956e-05 -0.00031741697714545846 0.00043927286916109454 0.00025342141165195242 5.6324865006376367e-05 -0.00033371334533468145
leaf_weight=0.0018222821865740968 0.0014262542694115829 0.0011287519088915654 0.0013891029650866349 0.0010622100147564108 0.0011992820618380322
leaf_count=465 845 1010 372 223 206
internal_value=0 0.000127134 -8.688e-05 3.18875e-06 -0.000150515
internal_weight=0 0.00295103 0.00507685 0.0036506 0.00226149
internal_count=3121 1475 1646 801 429
is_linear=0
shrinkage=0.00196078


Tree=9130
num_leaves=6
num_cat=0
split_feature=43 43 4 47 3
split_gain=9.39762e-06 3.37856e-05 1.98485e-05 3.06861e-05 1.75093e-05
threshold=-0.04890499999999999 -0.092909999999999979 -0.059649999999999988 0.077555000000000013 0.092670000000000016
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
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leaf_count=465 890 990 415 175 186
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internal_weight=0 0.00269346 0.00470709 0.00323915 0.00221653
internal_count=3121 1455 1666 776 601
is_linear=0
shrinkage=0.1


Tree=9131
num_leaves=6
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split_feature=52 0 0 2 4
split_gain=2.00576e-05 2.99859e-05 3.02777e-05 5.15216e-05 2.98946e-05
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decision_type=2 2 2 2 2
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leaf_weight=0.001870440871099578 0.0010403993572182966 0.0011048909855641156 0.0010701839388073792 0.0011267036899276777 0.0015923700926674734
leaf_count=314 501 202 1269 154 681
internal_value=0 3.45127e-05 -7.17974e-05 2.92935e-05 0.000194823
internal_weight=0 0.00676459 0.00406733 0.00299714 0.00269726
internal_count=3121 2620 1737 468 883
is_linear=0
shrinkage=0.00196078


Tree=9132
num_leaves=6
num_cat=0
split_feature=12 16 52 16 15
split_gain=1.67079e-05 3.06717e-05 7.63304e-05 4.27333e-05 2.77248e-05
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decision_type=2 2 2 2 2
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leaf_value=-0.00021429192176017497 -0.00024318733611520824 -7.2254490620289922e-05 0.00057897321013088664 -0.00031633864774441983 0.00029699940386049295
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leaf_count=353 340 711 428 461 828
internal_value=0 2.49695e-05 9.50409e-05 -1.64248e-05 0.000107461
internal_weight=0 0.00703371 0.00544041 0.0044219 0.00312928
internal_count=3121 2781 2428 2000 1539
is_linear=0
shrinkage=0.00196078


Tree=9133
num_leaves=7
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split_feature=52 133 52 2 3 4
split_gain=1.94346e-05 2.92893e-05 7.09199e-05 7.30555e-05 0.000103306 4.20947e-05
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decision_type=2 2 2 2 2 2
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leaf_weight=0.0010089799389464069 0.0010473151403299691 0.0011328856863875821 0.0010182752987559175 0.0011203865907837003 0.0011255624374332919 0.0014459043997758299
leaf_count=813 501 730 424 189 164 300
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internal_weight=0 0.00685199 0.00584301 0.00326422 0.00214384 0.00257879
internal_count=3121 2620 1807 777 588 1030
is_linear=0
shrinkage=0.00196078


Tree=9134
num_leaves=6
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split_feature=16 4 2 2 15
split_gain=9.53919e-06 2.26673e-05 2.48135e-05 3.19355e-05 3.47638e-05
threshold=-0.5048999999999999 0.098655000000000007 0.10981000000000002 0.092875000000000013 -0.028889999999999996
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
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leaf_value=0.0084480614404671001 0.016765304037814257 -0.012891825205175296 0.014522678641258852 -0.016391163019161711 -0.00634813817006942
leaf_weight=0.0011197708455086318 0.0011515608622639872 0.0013804332279552314 0.0011424275970111264 0.0011276037754904219 0.0014961983162614029
leaf_count=222 534 340 351 480 1194
internal_value=0 -0.00156865 0.00160978 -0.00229767 0.00370434
internal_weight=0 0.00629822 0.00491779 0.00377536 0.00264776
internal_count=3121 2899 2559 2208 1728
is_linear=0
shrinkage=0.1


Tree=9135
num_leaves=5
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split_feature=0 1 48 3
split_gain=9.85143e-06 3.07097e-05 2.31608e-05 4.90454e-05
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decision_type=2 2 2 2
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right_child=-2 2 -4 -5
leaf_value=-0.017733483880453507 0.0075207891544348225 0.020604975488200592 -0.0080932818089341097 -0.0040780044971639538
leaf_weight=0.0010078119820687301 0.0013947446101179647 0.0013866931010040845 0.0016978803990925538 0.00191911276418302
leaf_count=1560 252 528 298 483
internal_value=0 -0.00180767 0.00140001 0.00627582
internal_weight=0 0.0060115 0.00500369 0.00330581
internal_count=3121 2869 1309 1011
is_linear=0
shrinkage=0.1


Tree=9136
num_leaves=6
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split_feature=52 0 1 3 3
split_gain=2.5132e-05 3.97929e-05 5.21606e-05 5.49831e-05 3.87152e-05
threshold=0.11434500000000002 -0.019414999999999998 0.11181500000000001 0.088060000000000013 -0.082094999999999987
decision_type=2 2 2 2 2
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right_child=-2 -3 -4 -5 -6
leaf_value=0.00021154036240355755 -0.00028412793945811917 0.00029803311955807341 -0.00031841514064788972 0.00045294983516420869 -0.00028765789751686007
leaf_weight=0.0010481817160505357 0.001074417102232059 0.0017109418644315573 0.001790688487920689 0.0011137943864583401 0.0013885845075114326
leaf_count=1026 501 307 325 120 842
internal_value=0 3.7793e-05 -4.55687e-05 9.20385e-05 -7.29264e-05
internal_weight=0 0.00705219 0.00534125 0.00355056 0.00243677
internal_count=3121 2620 2313 1988 1868
is_linear=0
shrinkage=0.00196078


Tree=9137
num_leaves=6
num_cat=0
split_feature=51 52 12 1 3
split_gain=9.28616e-06 1.68275e-05 3.38118e-05 2.58382e-05 5.52961e-05
threshold=0.08955500000000001 0.10160000000000001 0.095110000000000014 0.10887500000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2
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leaf_value=-0.0068634635208532739 -0.0087741158541588381 -0.010155806910314138 0.018342230038154432 -0.013527470912472568 0.021042803644327368
leaf_weight=0.0017844234060454712 0.0010474266581954441 0.0010537090707122606 0.0012131290646197621 0.0011306009623121317 0.0011793282455028725
leaf_count=1356 409 453 464 264 175
internal_value=0 0.00138734 0.00367903 -0.000665581 0.00424092
internal_weight=0 0.00636119 0.00530748 0.00409435 0.00296375
internal_count=3121 2712 2259 1795 1531
is_linear=0
shrinkage=0.1


Tree=9138
num_leaves=6
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split_feature=1 12 52 4 1
split_gain=9.40659e-06 2.69497e-05 3.02008e-05 3.34104e-05 3.17078e-05
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decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.013889289197955188 0.0087510437924186637 -0.016043469601016418 0.014981139314624858 -0.014471387755925319 0.0087739105351795042
leaf_weight=0.0010355623877602946 0.0010444220680065428 0.0010600032242798893 0.0019079931690489404 0.0011723229800322263 0.0011749145573186431
leaf_count=547 279 414 1303 407 171
internal_value=0 -0.00148989 0.0014259 0.00515304 -0.00283591
internal_weight=0 0.0063508 0.00529079 0.00425523 0.00234724
internal_count=3121 2842 2428 1881 578
is_linear=0
shrinkage=0.1


Tree=9139
num_leaves=6
num_cat=0
split_feature=42 157 0 2 2
split_gain=1.80053e-05 4.07837e-05 5.72605e-05 4.94961e-05 5.3657e-05
threshold=0.091735000000000025 -1.0000000180025095e-35 -0.019414999999999998 1.0000000180025095e-35 0.11263500000000001
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.00031380107675534557 -0.000227995046804221 -0.00032505491616758339 0.0004317082742218735 0.00034351698561561878 -0.00019674310222786965
leaf_weight=0.0010801252850759276 0.0011611508680758782 0.0013479583207482858 0.0014952611626548136 0.0017756344813642305 0.0011741194324089307
leaf_count=507 667 374 198 1134 241
internal_value=0 3.59914e-05 0.000101212 -1.37747e-05 0.000128472
internal_weight=0 0.0068731 0.00579297 0.00429771 0.00294975
internal_count=3121 2454 1947 1749 1375
is_linear=0
shrinkage=0.00196078


Tree=9140
num_leaves=6
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split_feature=42 43 51 15 2
split_gain=9.43478e-06 2.54066e-05 2.4876e-05 2.60993e-05 4.55977e-05
threshold=0.091735000000000025 0.05259500000000001 -0.071649999999999978 -0.10324499999999999 0.092365000000000017
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.015510211822973128 -0.0087283904038381096 0.015827618995115686 0.01415382761444816 0.0077605831945479695 -0.016899847189108474
leaf_weight=0.001006560904177182 0.0010692229901359705 0.0010264801195268448 0.0012453407683621848 0.0017137612489639569 0.0013329971500456281
leaf_count=410 667 288 309 1025 422
internal_value=0 0.00142818 -0.00136134 0.00195678 -0.00302868
internal_weight=0 0.00632514 0.00529866 0.0042921 0.00304676
internal_count=3121 2454 2166 1756 1447
is_linear=0
shrinkage=0.1


Tree=9141
num_leaves=6
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split_feature=1 52 3 3 0
split_gain=3.22527e-05 4.52453e-05 0.000179057 5.71277e-05 2.81202e-05
threshold=0.10937500000000001 0.10160000000000001 0.090900000000000009 -0.082094999999999987 -0.11437499999999999
decision_type=2 2 2 2 2
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right_child=4 -3 -4 -5 -6
leaf_value=2.8995422429145665e-05 -2.0718164435605927e-05 -0.00045137980884880018 0.00069485369128447123 -0.0004847497231719239 0.00037374867139664978
leaf_weight=0.0016776882344295922 0.0014345107556592649 0.0010662874631713363 0.0010742006933833308 0.0016511947947186511 0.0013473999544046198
leaf_count=1106 165 493 138 836 383
internal_value=0 -8.8979e-05 -1.21702e-06 -0.000225833 0.000170339
internal_weight=0 0.00546937 0.00440308 0.00332888 0.00278191
internal_count=3121 2573 2080 1942 548
is_linear=0
shrinkage=0.00196078


Tree=9142
num_leaves=6
num_cat=0
split_feature=43 3 2 2 15
split_gain=1.01464e-05 3.41941e-05 2.19649e-05 3.01761e-05 1.61793e-05
threshold=-0.04890499999999999 -0.076234999999999983 0.089885000000000007 0.10613000000000002 -0.074054999999999996
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -5
right_child=2 -3 3 4 -6
leaf_value=-0.0037912822218786543 -0.013751172407818918 0.01949266678710232 0.013584355200176854 0.0030055617742313799 -0.014574372950968605
leaf_weight=0.001700787440286901 0.0013257110361333453 0.0010024819893148433 0.0012733707583177725 0.0010292796461802585 0.0010653824337141314
leaf_count=1005 856 450 375 198 237
internal_value=0 0.00484335 -0.00284759 0.00144423 -0.00593591
internal_weight=0 0.00270327 0.00469374 0.00336803 0.00209466
internal_count=3121 1455 1666 810 435
is_linear=0
shrinkage=0.1


Tree=9143
num_leaves=5
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split_feature=0 47 49 2
split_gain=9.20766e-06 2.14687e-05 2.21072e-05 1.57358e-05
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decision_type=2 2 2 2
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right_child=-2 -3 3 -5
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leaf_weight=0.0011281817961311964 0.0018334855352856155 0.0018153748796728257 0.0011064596477839092 0.0015028091363645519
leaf_count=303 365 414 1166 873
internal_value=0 -0.00206183 0.0022717 0.00732889
internal_weight=0 0.00555283 0.00373745 0.00260927
internal_count=3121 2756 2342 2039
is_linear=0
shrinkage=0.1


Tree=9144
num_leaves=5
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split_feature=49 43 12 3
split_gain=1.02286e-05 1.95572e-05 3.4796e-05 4.82309e-05
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decision_type=2 2 2 2
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leaf_weight=0.0017175692000595353 0.0010524493608226083 0.0019878701108834848 0.001381622250059074 0.001240291368558976
leaf_count=425 177 1419 904 196
internal_value=0 -0.00208007 -0.00488821 0.000795625
internal_weight=0 0.00566223 0.00460978 0.00322816
internal_count=3121 2696 2519 1615
is_linear=0
shrinkage=0.1


Tree=9145
num_leaves=5
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split_feature=3 0 0 1
split_gain=1.14734e-05 1.68381e-05 3.37393e-05 2.48416e-05
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decision_type=2 2 2 2
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leaf_weight=0.0015808246021936445 0.0011220555078635753 0.0016950984192791612 0.001791680159770091 0.0011794280037955853
leaf_count=173 192 1153 1004 599
internal_value=0 -0.00169951 -0.00472134 0.00170146
internal_weight=0 0.00624703 0.00466621 0.00297111
internal_count=3121 2929 2756 1603
is_linear=0
shrinkage=0.1


Tree=9146
num_leaves=6
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split_feature=1 15 0 16 16
split_gain=1.13784e-05 2.43409e-05 4.32391e-05 3.94388e-05 2.42954e-05
threshold=0.10937500000000001 1.0000000180025095e-35 -0.11437499999999999 0.062650000000000025 -0.071854999999999988
decision_type=2 2 2 2 2
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leaf_count=236 305 1153 789 395 243
internal_value=0 -0.00282996 0.00149635 -0.00695773 0.00548586
internal_weight=0 0.00487788 0.00354733 0.00223616 0.00248295
internal_count=3121 2573 1420 1184 548
is_linear=0
shrinkage=0.1


Tree=9147
num_leaves=6
num_cat=0
split_feature=52 0 0 2 13
split_gain=1.74049e-05 3.24546e-05 3.42647e-05 3.53694e-05 3.0371e-05
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decision_type=2 2 2 2 2
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internal_weight=0 0.00683689 0.00409962 0.00301288 0.00273727
internal_count=3121 2620 1737 468 883
is_linear=0
shrinkage=0.00196078


Tree=9148
num_leaves=6
num_cat=0
split_feature=1 42 0 1 16
split_gain=1.08288e-05 2.27929e-05 3.13866e-05 5.26167e-05 2.62881e-05
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decision_type=2 2 2 2 2
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internal_weight=0 0.00631008 0.00512396 0.00284517 0.00227879
internal_count=3121 2842 2032 1082 950
is_linear=0
shrinkage=0.1


Tree=9149
num_leaves=6
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split_feature=16 47 42 12 3
split_gain=9.68378e-06 1.95189e-05 2.05017e-05 3.26644e-05 4.51652e-05
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internal_weight=0 0.00621858 0.0049989 0.00377704 0.00240874
internal_count=3121 2847 2561 1465 582
is_linear=0
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Tree=9150
num_leaves=6
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split_feature=52 15 1 3 15
split_gain=2.34087e-05 3.78628e-05 7.54387e-05 5.90101e-05 3.79703e-05
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internal_value=0 3.9826e-05 -0.000103827 0.000183916 0.000373152
internal_weight=0 0.00703275 0.00352171 0.00351104 0.00225908
internal_count=3121 2620 1215 1405 925
is_linear=0
shrinkage=0.00196078


Tree=9151
num_leaves=7
num_cat=0
split_feature=484 49 52 15 15 13
split_gain=2.40159e-05 2.89488e-05 5.3133e-05 6.40322e-05 7.43163e-05 3.21053e-05
threshold=0.073690000000000019 -0.081404999999999991 -0.07167999999999998 -0.11713499999999999 -0.031204999999999997 -0.0034749999999999994
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internal_weight=0 0.00709567 0.00600528 0.00485974 0.00367705 0.00251603
internal_count=3121 2727 2514 1923 1606 1191
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shrinkage=0.00196078


Tree=9152
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split_feature=3 4 15 1
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leaf_count=595 192 1027 1040 267
internal_value=0 -0.00156792 0.00125788 -0.00510765
internal_weight=0 0.0062332 0.00470758 0.00300092
internal_count=3121 2929 2334 1294
is_linear=0
shrinkage=0.1


Tree=9153
num_leaves=6
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split_feature=16 52 12 1 43
split_gain=9.79912e-06 3.55743e-05 3.72838e-05 2.4745e-05 1.40288e-05
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decision_type=2 2 2 2 2
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leaf_count=740 311 591 356 435 688
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internal_weight=0 0.0063405 0.00529517 0.00327972 0.00201545
internal_count=3121 2810 2219 1175 1044
is_linear=0
shrinkage=0.1


Tree=9154
num_leaves=7
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split_feature=3 13 48 2 1 0
split_gain=1.56079e-05 3.79303e-05 4.32187e-05 4.85978e-05 3.57235e-05 2.20019e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00675301 0.00574035 0.00462815 0.00236783 0.00226032
internal_count=3121 2929 2712 2429 1630 799
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Tree=9155
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split_feature=13 39 151 12 4
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decision_type=2 2 2 2 2
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leaf_weight=0.0010134843255768132 0.001272469521394327 0.0010107372493037212 0.0018942911162654914 0.0012382984415169555 0.001530130433055144
leaf_count=169 401 330 1137 818 266
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internal_weight=0 0.00694593 0.00593519 0.00466272 0.00342442
internal_count=3121 2952 2622 2221 1403
is_linear=0
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Tree=9156
num_leaves=6
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split_feature=484 49 52 2 0
split_gain=1.53671e-05 2.50843e-05 3.98705e-05 4.8187e-05 4.2032e-05
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decision_type=2 2 2 2 2
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leaf_count=213 394 1401 400 557 156
internal_value=0 -3.94454e-05 -9.03404e-05 -0.000165594 -1.80045e-05
internal_weight=0 0.00679012 0.00574277 0.00473764 0.00304273
internal_count=3121 2727 2514 2114 1557
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shrinkage=0.00196078


Tree=9157
num_leaves=7
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split_feature=4 4 1 52 0 47
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decision_type=2 2 2 2 2 2
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leaf_weight=0.0010282645220783758 0.0012401407784051908 0.0010879182176222117 0.0010575528524741462 0.0011148671779478594 0.0017385403447290914 0.0010064592711428546
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internal_weight=0 0.0070336 0.00315193 0.00388167 0.00285341 0.00206401
internal_count=3121 2817 765 2052 1521 243
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Tree=9158
num_leaves=5
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decision_type=2 2 2 2
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right_child=-2 -3 3 -5
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leaf_weight=0.0011518499048968661 0.0018300369868367895 0.0014192301517716565 0.0011706295069350823 0.001812066949672916
leaf_count=311 365 310 1254 881
internal_value=0 -0.00201162 0.00153287 0.00638816
internal_weight=0 0.00555378 0.00413455 0.0029827
internal_count=3121 2756 2446 2135
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shrinkage=0.1


Tree=9159
num_leaves=6
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split_feature=49 0 47 13 0
split_gain=1.06259e-05 1.77779e-05 3.76028e-05 4.16751e-05 1.11324e-05
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decision_type=2 2 2 2 2
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leaf_count=403 110 1459 308 570 271
internal_value=0 -0.0020585 0.00212059 -0.00458038 -0.00947228
internal_weight=0 0.00573796 0.0036695 0.00255147 0.00206847
internal_count=3121 2718 2337 2029 381
is_linear=0
shrinkage=0.1


Tree=9160
num_leaves=7
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split_feature=484 49 52 15 15 0
split_gain=1.62705e-05 1.96667e-05 3.31279e-05 5.72313e-05 6.94522e-05 2.27021e-05
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decision_type=2 2 2 2 2 2
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right_child=-2 2 3 4 5 -7
leaf_value=0.0002099119813412371 0.00022605091796733828 -0.00039024862803181275 -0.00039480043307849852 0.00051427192456711011 0.00014121162476554537 -0.00024525774489375066
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leaf_count=213 394 591 317 415 818 373
internal_value=0 -3.88806e-05 -8.38122e-05 -1.1266e-05 0.000112576 -7.72493e-05
internal_weight=0 0.00676396 0.00572926 0.00463255 0.00350182 0.00237805
internal_count=3121 2727 2514 1923 1606 1191
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Tree=9161
num_leaves=6
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split_feature=1 47 4 3 43
split_gain=1.74398e-05 2.53028e-05 5.21546e-05 5.31234e-05 5.64051e-05
threshold=0.12500000000000003 0.092530000000000015 0.053180000000000012 0.090900000000000009 -0.084004999999999982
decision_type=2 2 2 2 2
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leaf_weight=0.0013922893069252362 0.0011417827632108834 0.0010924961263560611 0.0016124882143707959 0.0012708051527646693 0.0015889258766306697
leaf_count=544 279 269 402 151 1476
internal_value=0 -3.94869e-05 1.15515e-05 -0.000102319 -0.000245412
internal_weight=0 0.006957 0.00586451 0.00425202 0.00298122
internal_count=3121 2842 2573 2171 2020
is_linear=0
shrinkage=0.00196078


Tree=9162
num_leaves=6
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split_feature=4 42 43 2 1
split_gain=9.82273e-06 1.78498e-05 3.17781e-05 2.87739e-05 1.322e-05
threshold=0.24564500000000003 -1.0000000180025095e-35 -0.074359999999999996 0.089885000000000007 0.086560000000000012
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_count=797 426 785 569 286 258
internal_value=0 -0.00208212 0.000543598 -0.00476861 0.00178138
internal_weight=0 0.00561326 0.0046131 0.00327251 0.00219936
internal_count=3121 2695 1898 1113 544
is_linear=0
shrinkage=0.1


Tree=9163
num_leaves=6
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split_feature=1 15 0 16 3
split_gain=9.48111e-06 2.48316e-05 4.24003e-05 3.37206e-05 2.28264e-05
threshold=0.10937500000000001 1.0000000180025095e-35 -0.11437499999999999 0.062650000000000025 0.11296500000000002
decision_type=2 2 2 2 2
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leaf_count=236 359 1153 789 395 189
internal_value=0 -0.00258651 0.0017681 -0.00661819 0.004999
internal_weight=0 0.00488975 0.00356031 0.00223841 0.00248521
internal_count=3121 2573 1420 1184 548
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shrinkage=0.1


Tree=9164
num_leaves=7
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split_feature=484 49 52 15 15 0
split_gain=1.70094e-05 2.13044e-05 3.61066e-05 6.20493e-05 6.87991e-05 2.41613e-05
threshold=0.073690000000000019 -0.081404999999999991 -0.07167999999999998 -0.11713499999999999 -0.031204999999999997 -0.077639999999999987
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_count=213 394 591 317 415 818 373
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internal_weight=0 0.00675151 0.00571257 0.00462835 0.0034952 0.00236779
internal_count=3121 2727 2514 1923 1606 1191
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shrinkage=0.00196078


Tree=9165
num_leaves=6
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split_feature=0 1 16 48 4
split_gain=9.84216e-06 2.41448e-05 2.62206e-05 2.04577e-05 1.86192e-05
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decision_type=2 2 2 2 2
left_child=3 2 -2 -1 -4
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internal_weight=0 0.00518368 0.00392468 0.00218597 0.00289843
internal_count=3121 2835 2467 286 1897
is_linear=0
shrinkage=0.1


Tree=9166
num_leaves=5
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split_feature=49 43 12 1
split_gain=9.00189e-06 1.53529e-05 3.54087e-05 3.61035e-05
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decision_type=2 2 2 2
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leaf_count=403 177 1296 909 336
internal_value=0 -0.00189513 -0.00434021 0.00126409
internal_weight=0 0.00572623 0.0046822 0.00330822
internal_count=3121 2718 2541 1632
is_linear=0
shrinkage=0.1


Tree=9167
num_leaves=6
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split_feature=0 16 52 12 48
split_gain=9.78853e-06 2.1153e-05 5.16557e-05 3.90295e-05 1.70216e-05
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decision_type=2 2 2 2 2
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shrinkage=0.1


Tree=9168
num_leaves=6
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split_feature=13 0 47 52 2
split_gain=8.99682e-06 1.98422e-05 3.96853e-05 4.2634e-05 1.64046e-05
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decision_type=2 2 2 2 2
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Tree=9169
num_leaves=6
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split_feature=52 13 457 0 0
split_gain=1.76478e-05 3.89233e-05 2.25556e-05 2.98155e-05 2.16845e-05
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decision_type=2 2 2 2 2
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leaf_weight=0.0012153057989593803 0.0010762300349896016 0.0017738850124542028 0.0010277786491930136 0.0019566726073077098 0.0010040047292223884
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internal_weight=0 0.00697765 0.00475834 0.00373056 0.00221931
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Tree=9170
num_leaves=6
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decision_type=2 2 2 2 2
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internal_weight=0 0.00621328 0.00486538 0.00374012 0.00262288
internal_count=3121 2847 2556 2208 1728
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Tree=9171
num_leaves=6
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split_feature=0 1 16 4 48
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decision_type=2 2 2 2 2
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leaf_weight=0.0010473071293661731 0.0010239960086782943 0.0012484560402021803 0.0017585449656262566 0.0011274068047839724 0.0011217308358317923
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internal_weight=0 0.0051584 0.00390995 0.00288595 0.00216904
internal_count=3121 2835 2467 1897 286
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Tree=9172
num_leaves=6
num_cat=0
split_feature=4 151 16 16 16
split_gain=1.99924e-05 3.00908e-05 5.21659e-05 2.82765e-05 3.61476e-05
threshold=0.24564500000000003 -0.0071249999999999985 -0.088909999999999989 0.023255000000000001 0.38525000000000004
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=0.001185683584346316 0.0019439055411705772 0.0011396977392170073 0.0014498632877285884 0.0013589840910038413 0.0010355339381999153
leaf_count=463 426 501 1126 319 286
internal_value=0 -6.2634e-05 -0.000129423 -2.02005e-05 -0.000151054
internal_weight=0 0.00616976 0.00498408 0.00384438 0.00239452
internal_count=3121 2695 2232 1731 605
is_linear=0
shrinkage=0.00196078


Tree=9173
num_leaves=5
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split_feature=4 52 52 4
split_gain=9.95579e-06 1.68367e-05 2.29e-05 2.52112e-05
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decision_type=2 2 2 2
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right_child=-2 2 3 -5
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leaf_weight=0.0010203095896929963 0.0017621302622363106 0.0011738228192777565 0.0016348028928132843 0.0017426856647291963
leaf_count=542 426 327 435 1391
internal_value=0 -0.00209787 0.0005049 -0.00367681
internal_weight=0 0.00557162 0.00455131 0.00337749
internal_count=3121 2695 2153 1826
is_linear=0
shrinkage=0.1


Tree=9174
num_leaves=7
num_cat=0
split_feature=52 13 2 3 0 0
split_gain=1.99802e-05 3.85962e-05 3.01671e-05 4.07399e-05 4.37254e-05 1.78431e-05
threshold=0.11434500000000002 -0.17933499999999997 0.11215000000000001 -1.0000000180025095e-35 -0.084269999999999984 -0.05208999999999999
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=0.0010023781692724163 0.0010691519596918346 0.0010334712133106818 0.0012737879450130853 0.0017161819864117225 0.0010035821966276246 0.0010072626333304741
leaf_count=148 501 897 344 211 806 214
internal_value=0 3.12145e-05 -2.79718e-05 4.37425e-05 -9.24492e-05 7.60167e-05
internal_weight=0 0.00703666 0.00603429 0.0047605 0.00304432 0.00201084
internal_count=3121 2620 2472 2128 1917 1020
is_linear=0
shrinkage=0.00196078


Tree=9175
num_leaves=6
num_cat=0
split_feature=13 48 1 0 1
split_gain=1.01475e-05 2.05578e-05 4.54474e-05 3.32443e-05 1.64252e-05
threshold=-0.084034999999999985 0.092475000000000016 0.111945 -0.077999999999999986 0.08844500000000001
decision_type=2 2 2 2 2
left_child=4 2 3 -2 -1
right_child=1 -3 -4 -5 -6
leaf_value=-0.0026619901539951178 -0.022828326941350334 0.0098818076386841865 0.010746549516124193 -0.0010400345004970511 0.014241239876450151
leaf_weight=0.0011948495555056025 0.0015078188501920478 0.0010533249526238743 0.0011690853303231224 0.0013075440830803405 0.0011079204565367516
leaf_count=610 1048 229 247 675 312
internal_value=0 -0.00254249 -0.00582696 -0.0127092 0.00547058
internal_weight=0 0.00503777 0.00398445 0.00281536 0.00230277
internal_count=3121 2199 1970 1723 922
is_linear=0
shrinkage=0.1


Tree=9176
num_leaves=6
num_cat=0
split_feature=52 1 3 3 0
split_gain=2.18813e-05 2.99787e-05 0.000106109 3.89355e-05 3.49545e-05
threshold=0.11434500000000002 0.11181500000000001 0.090900000000000009 0.10542000000000001 -0.084269999999999984
decision_type=2 2 2 2 2
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right_child=-2 3 -4 -5 -6
leaf_value=-0.00027442358889628155 -0.00026782824795194984 0.00010867179266031966 0.00059609796805863745 -0.00043618953647771904 0.00011679518873312084
leaf_weight=0.0015675418004064542 0.0010393775383653733 0.0010085781924861015 0.0013167256323177662 0.0010083661782663148 0.001996266393574502
leaf_count=984 501 251 149 150 1086
internal_value=0 3.73537e-05 0.000120454 -0.00016373 -5.52825e-05
internal_weight=0 0.00689748 0.00488053 0.00201694 0.00356381
internal_count=3121 2620 2219 401 2070
is_linear=0
shrinkage=0.00196078


Tree=9177
num_leaves=6
num_cat=0
split_feature=42 43 51 2 12
split_gain=1.00178e-05 2.72429e-05 2.45405e-05 2.48766e-05 3.11753e-05
threshold=0.091735000000000025 0.05259500000000001 -0.071649999999999978 0.10774000000000002 0.088305000000000008
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.015425684033415432 -0.0090305061348487717 0.016430198045833629 -0.0013310962944555415 -0.0086069731273413341 0.020208492501154075
leaf_weight=0.0010100669747021554 0.0010580451348418647 0.0010216628657287383 0.0016429269360552395 0.0014697804845400491 0.001136957527053501
leaf_count=410 667 288 935 299 522
internal_value=0 0.00148758 -0.00141491 0.0019152 0.00747848
internal_weight=0 0.00628139 0.00525973 0.00424966 0.00277988
internal_count=3121 2454 2166 1756 1457
is_linear=0
shrinkage=0.1


Tree=9178
num_leaves=6
num_cat=0
split_feature=457 47 0 0 13
split_gain=9.93437e-06 1.90263e-05 2.21927e-05 3.82006e-05 2.65652e-05
threshold=0.069910000000000014 0.10254000000000001 -0.14116499999999996 -0.083914999999999976 -0.033284999999999988
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.015422651616009066 0.00894489347189544 0.0089539383026733099 0.014911161856384879 -0.019275938935745539 0.0017397953488982071
leaf_weight=0.0013367993927878678 0.0010566151767896848 0.00135526784219938 0.0011275726888869925 0.0010579747618827823 0.0013940152844126009
leaf_count=251 267 246 944 698 715
internal_value=0 -0.00153656 -0.00442842 -0.000322592 -0.00732799
internal_weight=0 0.00627163 0.00491636 0.00357956 0.00245199
internal_count=3121 2854 2608 2357 1413
is_linear=0
shrinkage=0.1


Tree=9179
num_leaves=7
num_cat=0
split_feature=484 49 52 15 15 0
split_gain=1.67355e-05 2.09854e-05 3.66316e-05 6.17695e-05 7.25224e-05 2.71111e-05
threshold=0.073690000000000019 -0.081404999999999991 -0.07167999999999998 -0.11713499999999999 -0.031204999999999997 -0.077639999999999987
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=0.00021201609145642068 0.00022758908727937065 -0.00040981727339130453 -0.00041034205344027581 0.00052281170010169903 0.00016102273031575419 -0.00026172932379759978
leaf_weight=0.0010574339288053807 0.0010188674799958717 0.0011027667098337853 0.0011335360228185323 0.001139034332990839 0.0010274323328269693 0.0013489700382257259
leaf_count=213 394 591 317 415 818 373
internal_value=0 -4.18556e-05 -8.85289e-05 -1.23171e-05 0.000116024 -7.89534e-05
internal_weight=0 0.00680917 0.00575174 0.00464897 0.00351544 0.0023764
internal_count=3121 2727 2514 1923 1606 1191
is_linear=0
shrinkage=0.00196078


Tree=9180
num_leaves=6
num_cat=0
split_feature=42 160 49 52 4
split_gain=1.03152e-05 2.18875e-05 2.25023e-05 3.80722e-05 3.26869e-05
threshold=-0.025789999999999997 -1.0000000180025095e-35 -0.047584999999999995 0.077655000000000016 0.09173000000000002
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0087058306776269297 -0.0092957957435789405 0.016245138151387683 -0.020059228288120377 0.015129056469140445 0.0039824494823724032
leaf_weight=0.0011542233353962535 0.0014208645839200087 0.0012698542486133352 0.0010317603870857238 0.0011982608894461383 0.0012514386634674295
leaf_count=712 837 259 667 397 249
internal_value=0 0.00159375 0.00485023 0.000693971 -0.0068818
internal_weight=0 0.00617218 0.00475131 0.00348146 0.0022832
internal_count=3121 2409 1572 1313 916
is_linear=0
shrinkage=0.1


Tree=9181
num_leaves=5
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split_feature=15 42 52 2
split_gain=9.46823e-06 3.88708e-05 3.72818e-05 5.09571e-05
threshold=1.0000000180025095e-35 0.079510000000000011 -0.078224999999999975 0.10613000000000002
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=0.022719106217607206 -0.0066617926857927201 -0.012050970203791365 0.012154702508095973 -0.01387381915250034
leaf_weight=0.0010927915759770023 0.001661753913667287 0.0014719152978023529 0.0017916116312610894 0.0012964097356697399
leaf_count=389 1216 910 379 227
internal_value=0 0.00192466 0.00684498 0.00122744
internal_weight=0 0.00565273 0.00418081 0.00308802
internal_count=3121 1905 995 606
is_linear=0
shrinkage=0.1


Tree=9182
num_leaves=6
num_cat=0
split_feature=42 160 43 16 48
split_gain=1.01838e-05 1.78461e-05 1.97376e-05 3.48615e-05 4.6227e-05
threshold=-0.025789999999999997 -1.0000000180025095e-35 -0.074359999999999996 -0.056919999999999991 0.086125000000000021
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0086503749203251032 -0.0082609775282067276 0.015307849612320316 0.021820182799870854 -0.013190290652993193 -0.0066059895442357021
leaf_weight=0.0011522593158135881 0.0014148148894556657 0.0012518801998715368 0.0011674960415980705 0.0011933083626851858 0.0011217493907658732
leaf_count=712 837 494 607 339 132
internal_value=0 0.00159377 0.00453871 0.000667507 0.00789112
internal_weight=0 0.00614925 0.00473443 0.00348255 0.00228925
internal_count=3121 2409 1572 1078 739
is_linear=0
shrinkage=0.1


Tree=9183
num_leaves=7
num_cat=0
split_feature=50 4 160 52 2 2
split_gain=1.57226e-05 2.42969e-05 3.09103e-05 1.94792e-05 3.99743e-05 2.46688e-05
threshold=0.079410000000000008 0.27834500000000006 -0.027994999999999996 -0.085984999999999992 0.10097500000000002 0.089885000000000007
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=0.00028821162947796468 -0.00022096792599489559 0.00030355320851255057 -0.00030217685143770135 -5.2863712229207535e-05 -0.00030461468115621908 0.0003533923762181602
leaf_weight=0.0010570175187887701 0.0010473348862487823 0.001102553285810548 0.0011695530870524029 0.0012086587954985347 0.001171040464329818 0.0010955178219276157
leaf_count=531 609 315 518 663 228 257
internal_value=0 3.71019e-05 -1.44218e-05 -8.32925e-05 -9.62894e-06 0.00014029
internal_weight=0 0.00680434 0.00570179 0.00464477 0.00347522 0.00230418
internal_count=3121 2512 2197 1666 1148 920
is_linear=0
shrinkage=0.00196078


Tree=9184
num_leaves=7
num_cat=0
split_feature=484 1 12 2 49 0
split_gain=1.72897e-05 2.00779e-05 3.17831e-05 4.0608e-05 4.87606e-05 5.16356e-05
threshold=0.073690000000000019 0.12500000000000003 0.098810000000000023 0.086590000000000014 -0.043469999999999995 -0.10224499999999999
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=-0.00029748570875800818 0.00023295371000805315 0.00021117848927026904 -0.00039358357808724038 0.00045196540877990069 -0.00037638788950410736 0.00021553691161287802
leaf_weight=0.00138886100904993 0.0010336900044040174 0.0010425148955516073 0.0010468706489225278 0.0010470070499660113 0.0010575472918968409 0.0012205060715555413
leaf_count=967 394 232 387 208 190 743
internal_value=0 -3.92182e-05 -8.45318e-05 -1.58974e-05 0.000101721 -5.9254e-05
internal_weight=0 0.00680331 0.00576079 0.00471392 0.00332506 0.00227805
internal_count=3121 2727 2495 2108 1141 933
is_linear=0
shrinkage=0.00196078


Tree=9185
num_leaves=7
num_cat=0
split_feature=484 49 13 1 1 3
split_gain=2.03911e-05 1.91606e-05 3.37558e-05 4.69216e-05 3.17781e-05 3.91243e-05
threshold=0.073690000000000019 0.0093850000000000027 -0.076599999999999988 0.086720000000000005 0.10708500000000001 -0.0087149999999999988
decision_type=2 2 2 2 2 2
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right_child=-2 -3 4 -5 -6 -7
leaf_value=-0.00016760633326555339 0.00024575777386503893 0.00019286196831806373 -0.00029767199482973303 0.00041297559401781529 -0.00042276930608011934 0.00023065015962549248
leaf_weight=0.0011461287417474015 0.001050280618723704 0.0010768757152285107 0.0011641706337448094 0.0010040109473145103 0.0015218362317599731 0.0010033619896774486
leaf_count=513 394 514 926 362 268 144
internal_value=0 -4.7464e-05 -9.1783e-05 0.000103497 -0.000205591 -5.3109e-05
internal_weight=0 0.00691638 0.00583951 0.00215014 0.00368937 0.00216753
internal_count=3121 2727 2213 875 1338 1070
is_linear=0
shrinkage=0.00196078


Tree=9186
num_leaves=5
num_cat=0
split_feature=4 42 0 15
split_gain=1.00976e-05 2.07089e-05 3.17925e-05 4.19209e-05
threshold=0.40473500000000007 1.0000000180025095e-35 -0.019414999999999998 -0.074054999999999996
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=0.009030088975412992 0.0087471787312981778 -0.0099968065192648226 0.015403772288321871 -0.014956730672684299
leaf_weight=0.0014042373479030573 0.0011122795043192477 0.0019936353516722969 0.0012964147557298807 0.0015142876736854184
leaf_count=414 304 1426 218 759
internal_value=0 -0.00159919 0.00237282 -0.00341556
internal_weight=0 0.00620858 0.00421494 0.00291853
internal_count=3121 2817 1391 1173
is_linear=0
shrinkage=0.1


Tree=9187
num_leaves=6
num_cat=0
split_feature=159 52 12 43 3
split_gain=9.50468e-06 2.46885e-05 2.0069e-05 5.51571e-05 4.23697e-05
threshold=0.076905000000000015 -0.0064899999999999992 0.09334000000000002 -0.0037449999999999996 0.090900000000000009
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.011120952270767365 0.0089696801800206501 -0.011537842501607741 -0.0080606414607020255 0.03037014312293549 0.0018998792656854996
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leaf_count=817 527 767 517 343 150
internal_value=0 -0.00147002 0.00259138 0.00684136 0.016312
internal_weight=0 0.00629868 0.0044331 0.0031688 0.00209122
internal_count=3121 2594 1777 1260 493
is_linear=0
shrinkage=0.1


Tree=9188
num_leaves=6
num_cat=0
split_feature=2 13 52 12 15
split_gain=8.78552e-06 2.1051e-05 1.66448e-05 3.33112e-05 4.35573e-06
threshold=0.099185000000000009 -0.08971999999999998 -0.087769999999999987 0.084100000000000022 -0.069954999999999989
decision_type=2 2 2 2 2
left_child=2 -2 -1 -4 -3
right_child=1 4 3 -5 -6
leaf_value=-0.014189475521073056 0.015351629346049027 0.0026239712840462567 0.010986831595040537 -0.0095704818359110336 -0.0065734601559065287
leaf_weight=0.0010117383328748799 0.0010712705408088405 0.001039604251499933 0.0015528077143108711 0.0016008812555432404 0.0010202030722471069
leaf_count=419 200 335 429 1354 384
internal_value=0 0.00398182 -0.00302893 0.000551491 -0.00193143
internal_weight=0 0.00313108 0.00416543 0.00315369 0.00205981
internal_count=3121 919 2202 1783 719
is_linear=0
shrinkage=0.1


Tree=9189
num_leaves=6
num_cat=0
split_feature=52 1 47 2 2
split_gain=1.04007e-05 1.88651e-05 2.74944e-05 4.39639e-05 1.07978e-05
threshold=-0.081429999999999989 0.08844500000000001 0.092710000000000015 0.092755000000000018 0.094215000000000007
decision_type=2 2 2 2 2
left_child=-1 4 3 -3 -2
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leaf_value=0.0066781147152852119 -0.017245963626391816 0.023405668635779323 -0.01049364679294521 -0.0038969056620016202 -0.0025553823698325619
leaf_weight=0.0017594667434930574 0.0010011871497664787 0.0010706666373106839 0.0011439492994110094 0.0013131065693566058 0.0010001337569580558
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internal_value=0 -0.00214933 0.00225029 0.00836599 -0.00990454
internal_weight=0 0.00552904 0.00352772 0.00238377 0.00200132
internal_count=3121 2350 886 705 1464
is_linear=0
shrinkage=0.1


Tree=9190
num_leaves=5
num_cat=0
split_feature=43 43 4 15
split_gain=9.73587e-06 3.63462e-05 2.2748e-05 3.53302e-05
threshold=-0.043144999999999996 -0.092909999999999979 -0.059649999999999988 -0.095869999999999983
decision_type=2 2 2 2
left_child=1 -1 -2 -4
right_child=2 -3 3 -5
leaf_value=-0.0042789777505266849 -0.013257555840055816 0.019805510462698035 -0.0084684760891700211 0.012628968067889988
leaf_weight=0.0016640047735953201 0.0014331178427170839 0.0010050456466953381 0.0016119822405474423 0.0015637659992795761
leaf_count=465 882 1010 364 400
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internal_weight=0 0.00266905 0.00460887 0.00317575
internal_count=3121 1475 1646 764
is_linear=0
shrinkage=0.1


Tree=9191
num_leaves=6
num_cat=0
split_feature=2 13 43 3 15
split_gain=9.52707e-06 1.78797e-05 1.66017e-05 2.80979e-05 4.51451e-06
threshold=0.099185000000000009 -0.08971999999999998 -0.074359999999999996 0.048265000000000009 -0.069954999999999989
decision_type=2 2 2 2 2
left_child=2 -2 -1 -4 -3
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leaf_value=0.0038555305835897913 0.014657211902153197 0.00335290777197912 -0.019241751119958107 0.002994177360799169 -0.0060162859231673773
leaf_weight=0.0018599488194900029 0.0010673481609294209 0.0010370382474116993 0.0012184484272282125 0.001064988104907425 0.0010202499956115932
leaf_count=936 200 335 1097 169 384
internal_value=0 0.00415515 -0.0031581 -0.00887098 -0.00129346
internal_weight=0 0.00312464 0.00414339 0.00228344 0.00205729
internal_count=3121 919 2202 1266 719
is_linear=0
shrinkage=0.1


Tree=9192
num_leaves=6
num_cat=0
split_feature=4 150 13 0 4
split_gain=8.66121e-06 1.51327e-05 2.39873e-05 3.4413e-05 2.82534e-05
threshold=0.27287000000000006 0.086615000000000011 -0.10278499999999999 -0.10096999999999999 -0.083854999999999985
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.012363493685005625 0.0076076573751410375 -0.012781449024911285 0.017084587649299699 0.0072246557283669206 -0.013918554635193812
leaf_weight=0.0011027945242967239 0.0012372610533215025 0.0010046062972706707 0.0013738645520519717 0.0013659138731649315 0.0011763015023216847
leaf_count=168 352 270 277 535 1519
internal_value=0 -0.00157832 0.000664164 0.00433284 -0.00255846
internal_weight=0 0.00602348 0.00501887 0.00391608 0.00254222
internal_count=3121 2769 2499 2331 2054
is_linear=0
shrinkage=0.1


Tree=9193
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split_feature=0 52 16 48
split_gain=9.56229e-06 2.36411e-05 4.20202e-05 1.75628e-05
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decision_type=2 2 2 2
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leaf_weight=0.0010337229062715595 0.0015855703565952695 0.0019339900748758909 0.0015778599807114533 0.0011191068101784121
leaf_count=194 851 1345 639 92
internal_value=0 0.00234845 -0.00222752 -0.00559991
internal_weight=0 0.00509742 0.00351185 0.00215283
internal_count=3121 2835 1984 286
is_linear=0
shrinkage=0.1


Tree=9194
num_leaves=6
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split_feature=2 0 16 13 0
split_gain=8.94925e-06 1.79379e-05 4.37292e-05 1.77404e-05 4.23364e-06
threshold=0.099185000000000009 -0.060129999999999996 -0.078844999999999985 -0.08971999999999998 -0.14920999999999998
decision_type=2 2 2 2 2
left_child=1 2 -1 -2 -5
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leaf_weight=0.0016270889821136661 0.0010630925699897423 0.0014113059042374513 0.001088911383064565 0.0010029582931107449 0.0010480795148018426
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internal_weight=0 0.00412731 0.002716 0.00311413 0.00205104
internal_count=3121 2202 1955 919 719
is_linear=0
shrinkage=0.1


Tree=9195
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split_feature=42 49 15 4
split_gain=8.57084e-06 2.69888e-05 2.38389e-05 4.11322e-05
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decision_type=2 2 2 2
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leaf_count=571 667 770 509 604
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internal_weight=0 0.00618608 0.00444527 0.00266216
internal_count=3121 2454 1883 1113
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shrinkage=0.1


Tree=9196
num_leaves=6
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split_feature=484 42 3 3 48
split_gain=2.23598e-05 2.17258e-05 2.88751e-05 4.77926e-05 2.68142e-05
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decision_type=2 2 2 2 2
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leaf_count=663 394 1057 648 206 153
internal_value=0 -4.49126e-05 4.4352e-06 0.00010235 -4.01785e-05
internal_weight=0 0.00675765 0.00564543 0.00379513 0.00267342
internal_count=3121 2727 2064 1007 359
is_linear=0
shrinkage=0.00196078


Tree=9197
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split_feature=457 1 15 42 1
split_gain=9.97947e-06 1.91376e-05 1.73854e-05 3.55415e-05 3.08407e-05
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decision_type=2 2 2 2 2
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right_child=-2 -3 -4 -5 -6
leaf_value=0.016900786366938144 0.009037906794399286 0.010940945248569516 -0.014688560946441085 -0.015501510922199983 -0.0041552639113428382
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leaf_count=342 267 275 1138 750 349
internal_value=0 -0.00153652 -0.00401426 -0.000860658 0.00522836
internal_weight=0 0.00619021 0.00516463 0.00398678 0.00281574
internal_count=3121 2854 2579 1441 691
is_linear=0
shrinkage=0.1


Tree=9198
num_leaves=5
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split_feature=42 43 4 4
split_gain=1.0514e-05 1.91695e-05 2.65505e-05 2.40576e-05
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decision_type=2 2 2 2
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leaf_weight=0.0011372201421638306 0.0017216805743841849 0.0013049787211083259 0.0013167509623854103 0.001741673517758298
leaf_count=712 1071 714 288 336
internal_value=0 0.00163865 -0.00188697 0.00320841
internal_weight=0 0.00608508 0.0043634 0.00305842
internal_count=3121 2409 1338 624
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shrinkage=0.1


Tree=9199
num_leaves=6
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split_feature=484 49 52 15 1
split_gain=2.27458e-05 1.89294e-05 3.15807e-05 5.61244e-05 3.49878e-05
threshold=0.073690000000000019 -0.081404999999999991 -0.07167999999999998 -0.095869999999999983 0.08844500000000001
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.00019891771939354523 0.00027015200611125913 -0.0003914436095664179 -0.00029800982384884999 -2.6526121177901562e-05 0.00041639552778564794
leaf_weight=0.0010296379215013873 0.0010085685103838902 0.0010818792762531133 0.0017292383232167933 0.0017268972439422818 0.0011372316732737688
leaf_count=213 394 591 416 1080 427
internal_value=0 -4.56803e-05 -9.00568e-05 -1.90709e-05 0.00014934
internal_weight=0 0.00670488 0.00567525 0.00459337 0.00286413
internal_count=3121 2727 2514 1923 1507
is_linear=0
shrinkage=0.00196078


Tree=9200
num_leaves=6
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split_feature=4 4 2 2 43
split_gain=9.93182e-06 1.40759e-05 3.03364e-05 2.30874e-05 1.87626e-05
threshold=0.27287000000000006 0.098655000000000007 0.10644500000000001 0.090050000000000005 -0.072864999999999985
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.012179161794245556 0.0081501652875855656 -0.011556047067389306 0.013901480955468887 -0.013941662974310721 -0.0066241236053930265
leaf_weight=0.0010336965665929633 0.0012354222702891044 0.0011662303240722906 0.0012771037279427581 0.0014207731356268086 0.0010905119180954492
leaf_count=676 352 195 415 617 866
internal_value=0 -0.00169755 0.00068675 -0.00407395 0.00252606
internal_weight=0 0.00598832 0.00482209 0.00354498 0.00212421
internal_count=3121 2769 2574 2159 1542
is_linear=0
shrinkage=0.1


Tree=9201
num_leaves=5
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split_feature=4 4 3 4
split_gain=9.18881e-06 1.71968e-05 3.82218e-05 3.01807e-05
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decision_type=2 2 2 2
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right_child=-2 -3 -4 -5
leaf_value=0.0043530109271324212 0.0063167097201992295 -0.013155247031200624 0.0145842753872013 -0.015743384778672171
leaf_weight=0.0015163284838068175 0.0017406497226959581 0.0011072616950992438 0.001376893451896781 0.0014734671855005203
leaf_count=557 426 279 203 1656
internal_value=0 -0.00202451 0.00079791 -0.00555114
internal_weight=0 0.00547395 0.00436669 0.0029898
internal_count=3121 2695 2416 2213
is_linear=0
shrinkage=0.1


Tree=9202
num_leaves=6
num_cat=0
split_feature=0 0 0 4 48
split_gain=8.38308e-06 1.91709e-05 2.10284e-05 2.46363e-05 1.59822e-05
threshold=-0.14920999999999998 -0.10011499999999998 -0.062294999999999996 -0.35136499999999998 0.086035000000000014
decision_type=2 2 2 2 2
left_child=4 -2 -3 -4 -1
right_child=1 2 3 -5 -6
leaf_value=0.0037590702036507185 0.012481263067459622 -0.012230635986204066 -0.0069893844508051367 0.012907594678613386 -0.013537213904680202
leaf_weight=0.0010248190874941323 0.0013366729025832132 0.0012223223561925751 0.0011510183152834586 0.0013547582842034277 0.0011160038737278322
leaf_count=194 352 1888 227 368 92
internal_value=0 0.00220649 -0.00147743 0.003768 -0.00525743
internal_weight=0 0.00506477 0.0037281 0.00250578 0.00214082
internal_count=3121 2835 2483 595 286
is_linear=0
shrinkage=0.1


Tree=9203
num_leaves=6
num_cat=0
split_feature=42 160 43 16 48
split_gain=8.29141e-06 2.04629e-05 1.96581e-05 3.09351e-05 3.76521e-05
threshold=-0.025789999999999997 -1.0000000180025095e-35 -0.074359999999999996 -0.056919999999999991 0.086125000000000021
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
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leaf_value=-0.0078513363632239808 -0.009164894124373409 0.015438587632332124 0.020315895129646471 -0.012437284930714434 -0.0055286825604954149
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leaf_count=712 837 494 607 339 132
internal_value=0 0.00145921 0.00463681 0.000736378 0.00758649
internal_weight=0 0.00606143 0.00466589 0.00342805 0.00225532
internal_count=3121 2409 1572 1078 739
is_linear=0
shrinkage=0.1


Tree=9204
num_leaves=6
num_cat=0
split_feature=484 48 0 16 52
split_gain=1.82788e-05 1.81662e-05 7.15083e-05 3.22922e-05 5.71367e-05
threshold=0.073690000000000019 0.083985000000000018 -0.18113999999999997 -0.078844999999999985 0.091275000000000009
decision_type=2 2 2 2 2
left_child=1 3 -3 -1 -5
right_child=-2 2 -4 4 -6
leaf_value=8.6389541162258359e-05 0.00024089209823290619 -0.0002325258552293676 0.00045888330964749394 -0.0004908182825778967 9.3375574792485343e-05
leaf_weight=0.0018662653596278429 0.0010317907449856984 0.00118630924100286 0.0011162363686887814 0.0015623566426187687 0.001094643039092052
leaf_count=992 394 81 455 897 302
internal_value=0 -3.91191e-05 0.000102658 -0.00011129 -0.000250139
internal_weight=0 0.00682581 0.00230255 0.00452327 0.002657
internal_count=3121 2727 536 2191 1199
is_linear=0
shrinkage=0.00196078


Tree=9205
num_leaves=6
num_cat=0
split_feature=484 42 43 16 15
split_gain=1.58624e-05 1.6897e-05 3.01233e-05 2.51195e-05 3.01978e-05
threshold=0.073690000000000019 -0.025789999999999997 -0.061959999999999994 0.0057500000000000008 -0.095869999999999983
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.00025650590763392806 0.00022583365718802597 0.00023487372188080323 -0.00021473439574215097 -0.00034900428299773742 0.00018168439165128789
leaf_weight=0.001131637094313495 0.0010075005243039923 0.0015873025256542724 0.001323576260743103 0.0010255001864516956 0.001672193421581936
leaf_count=663 394 861 219 255 729
internal_value=0 -3.79463e-05 6.15233e-06 -8.41301e-05 6.54059e-06
internal_weight=0 0.00674021 0.00560857 0.00402127 0.00299577
internal_count=3121 2727 2064 1203 948
is_linear=0
shrinkage=0.00196078


Tree=9206
num_leaves=5
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split_feature=42 49 15 4
split_gain=9.1633e-06 2.51108e-05 2.42413e-05 3.7498e-05
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decision_type=2 2 2 2
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leaf_weight=0.0017087387244003041 0.001040831467631044 0.0017963565159489926 0.0014043501959212249 0.0012577596716458776
leaf_count=540 667 781 509 624
internal_value=0 0.00145129 0.0054016 0.0114588
internal_weight=0 0.00616721 0.00445847 0.00266211
internal_count=3121 2454 1914 1133
is_linear=0
shrinkage=0.1


Tree=9207
num_leaves=6
num_cat=0
split_feature=15 4 12 1 0
split_gain=9.75155e-06 2.52848e-05 2.49257e-05 5.5526e-05 8.86748e-06
threshold=-0.15914499999999995 0.098655000000000007 0.084100000000000022 0.094090000000000021 -0.052984999999999997
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -4
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leaf_value=0.0086590740720696377 -0.0031174087258292712 -0.013541280359686251 0.00019478114473578446 0.026411405734217859 -0.01300220519054102
leaf_weight=0.0010991675209774633 0.0016612404851472124 0.001369103353956333 0.0010100293001340187 0.0010326448054354728 0.0010267310398754089
leaf_count=351 409 278 1602 261 220
internal_value=0 -0.00157344 0.00189019 0.00820185 -0.00645782
internal_weight=0 0.00609975 0.00473065 0.00269389 0.00203676
internal_count=3121 2770 2492 670 1822
is_linear=0
shrinkage=0.1


Tree=9208
num_leaves=6
num_cat=0
split_feature=4 151 0 13 0
split_gain=8.9501e-06 1.69914e-05 4.54119e-05 3.37614e-05 1.71454e-05
threshold=0.24564500000000003 -0.0071249999999999985 -0.10224499999999999 -0.076599999999999988 -0.019414999999999998
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=0.0010227727408421566 0.0017403844350376164 0.001101270931538164 0.0012482986131417185 0.0010708141898047329 0.0010035616935471191
leaf_count=463 426 262 710 1054 206
internal_value=0 -0.00200382 -0.00468936 0.00114352 -0.00667603
internal_weight=0 0.00544672 0.00442395 0.00332267 0.00207438
internal_count=3121 2695 2232 1970 1260
is_linear=0
shrinkage=0.1


Tree=9209
num_leaves=7
num_cat=0
split_feature=484 48 0 0 16 52
split_gain=1.31325e-05 2.28487e-05 8.32485e-05 2.39507e-05 4.97565e-05 2.57949e-05
threshold=0.065750000000000017 0.083985000000000018 -0.18113999999999997 -0.11437499999999999 -0.078844999999999985 0.091275000000000009
decision_type=2 2 2 2 2 2
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leaf_weight=0.0010301088465549612 0.0010015167816694688 0.0011358817351261319 0.0011002151770523206 0.001145755095900646 0.0012003134328947879 0.0010077403840577093
leaf_count=244 402 81 455 817 832 290
internal_value=0 -3.38877e-05 0.000127406 -0.000116158 -3.58372e-05 -0.000207876
internal_weight=0 0.00662001 0.0022361 0.00438392 0.00335381 0.00220805
internal_count=3121 2719 536 2183 1939 1122
is_linear=0
shrinkage=0.00196078


Tree=9210
num_leaves=6
num_cat=0
split_feature=457 47 0 3 43
split_gain=8.85956e-06 1.8418e-05 2.11754e-05 2.11638e-05 2.01388e-05
threshold=0.069910000000000014 0.10254000000000001 -0.15202999999999997 -0.055119999999999995 -0.084004999999999982
decision_type=2 2 2 2 2
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right_child=-2 -3 3 -5 -6
leaf_value=-0.017264653278347215 0.0085615309119320693 0.0089559909397512443 0.0018512773838904398 0.0071013353881083348 -0.01796579238732194
leaf_weight=0.0010020108414339206 0.0010323998580515359 0.0013325638559018652 0.001049184380338789 0.0017642368238038491 0.0010030787851829318
leaf_count=166 267 246 500 481 1461
internal_value=0 -0.00144939 -0.004327 -0.00093026 -0.00783466
internal_weight=0 0.00615107 0.00481851 0.0038165 0.00205226
internal_count=3121 2854 2608 2442 1961
is_linear=0
shrinkage=0.1


Tree=9211
num_leaves=6
num_cat=0
split_feature=42 157 43 2 2
split_gain=1.5859e-05 3.4466e-05 3.36495e-05 4.29266e-05 5.18241e-05
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decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
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leaf_value=-0.00020675719105851977 -0.00029832644795313386 0.00033335734190783955 -0.00035337516049570886 0.0004528706869182332 -8.1889059182773945e-05
leaf_weight=0.0012425759524422571 0.0010123976318048983 0.0016172083766262208 0.0010010190405100703 0.0011051424104593255 0.001885425525984537
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internal_weight=0 0.00662119 0.0056088 0.00399159 0.00299057
internal_count=3121 2409 1903 1156 562
is_linear=0
shrinkage=0.00196078


Tree=9212
num_leaves=6
num_cat=0
split_feature=484 151 48 16 16
split_gain=1.63699e-05 2.2566e-05 4.73599e-05 5.32294e-05 2.70302e-05
threshold=0.065750000000000017 -0.0083949999999999979 0.091545000000000015 -0.15241499999999997 0.31475000000000003
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.00026713937401647659 0.00022803720741012526 0.00028627657799159113 0.00035808632727506775 -0.00034988420744593512 3.9812512706579352e-05
leaf_weight=0.0013489006114804514 0.0010035756061233031 0.0011018055345115249 0.0012089985882551332 0.00200267960104333 0.0010395176128687356
leaf_count=444 402 287 234 1476 278
internal_value=0 -4.04837e-05 1.66312e-05 -8.29872e-05 -0.000216725
internal_weight=0 0.0067019 0.005353 0.004144 0.0030422
internal_count=3121 2719 2275 2041 1754
is_linear=0
shrinkage=0.00196078


Tree=9213
num_leaves=5
num_cat=0
split_feature=151 4 1 2
split_gain=8.54078e-06 4.33858e-05 3.15836e-05 1.83819e-05
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decision_type=2 2 2 2
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leaf_weight=0.0014398885871229061 0.0014196181555254244 0.0012230013114923896 0.0017366281792207663 0.0013776532497826643
leaf_count=554 1107 330 542 588
internal_value=0 0.00170553 -0.00280323 0.00377306
internal_weight=0 0.0057569 0.0045339 0.00279727
internal_count=3121 2567 2237 1695
is_linear=0
shrinkage=0.1


Tree=9214
num_leaves=5
num_cat=0
split_feature=49 15 3 12
split_gain=9.37506e-06 1.58248e-05 3.66153e-05 1.73944e-05
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decision_type=2 2 2 2
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leaf_weight=0.0016668653792934326 0.0014048755545461619 0.0012785430509656838 0.0010064795121690392 0.0018303469354181993
leaf_count=425 960 200 153 1383
internal_value=0 -0.0019999 -0.00807932 0.00271549
internal_weight=0 0.00552025 0.00241136 0.00310889
internal_count=3121 2696 1113 1583
is_linear=0
shrinkage=0.1


Tree=9215
num_leaves=6
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split_feature=49 2 3 43 1
split_gain=8.77331e-06 3.86042e-05 3.64305e-05 3.46169e-05 4.67593e-05
threshold=0.0043850000000000009 0.113445 -0.08824499999999999 -0.069134999999999988 0.089175000000000018
decision_type=2 2 2 2 2
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right_child=-2 -3 3 4 -6
leaf_value=-0.019165678225512059 0.0080446129103965338 0.01551846563665206 0.013622736889540292 0.0065479678112124531 -0.021635880358654082
leaf_weight=0.0013674517053397484 0.0011369231310970488 0.0010887943753899358 0.0012291738459241212 0.0012176727961633893 0.001139570015668706
leaf_count=574 671 333 589 635 319
internal_value=0 -0.00153067 -0.00527784 1.73972e-05 -0.00707705
internal_weight=0 0.00604266 0.00495387 0.00358642 0.00235724
internal_count=3121 2450 2117 1543 954
is_linear=0
shrinkage=0.1


Tree=9216
num_leaves=6
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split_feature=42 160 49 52 3
split_gain=8.57696e-06 1.94659e-05 2.09235e-05 3.72921e-05 1.53515e-05
threshold=-0.025789999999999997 -1.0000000180025095e-35 -0.043469999999999995 0.077655000000000016 -0.0087149999999999988
decision_type=2 2 2 2 2
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leaf_count=712 837 276 687 397 212
internal_value=0 0.00148099 0.00458993 0.000376625 -0.00747825
internal_weight=0 0.00603713 0.00464479 0.00333181 0.00214783
internal_count=3121 2409 1572 1296 899
is_linear=0
shrinkage=0.1


Tree=9217
num_leaves=6
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split_feature=16 1 0 43 1
split_gain=2.18614e-05 2.40074e-05 4.13799e-05 3.66389e-05 2.97935e-05
threshold=-0.5048999999999999 0.11323000000000001 -0.084269999999999984 -0.084004999999999982 0.090540000000000023
decision_type=2 2 2 2 2
left_child=-1 2 4 -4 -2
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leaf_weight=0.0012164509935065791 0.0010269539457125896 0.0017624630922254501 0.0012461868379853994 0.0015905292888819982 0.0011512947501763856
leaf_count=222 929 391 363 1020 196
internal_value=0 -4.06362e-05 -0.000109819 4.62574e-05 -0.000313075
internal_weight=0 0.00677743 0.00501496 0.00283672 0.00217825
internal_count=3121 2899 2508 1383 1125
is_linear=0
shrinkage=0.00196078


Tree=9218
num_leaves=6
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split_feature=52 13 48 42 2
split_gain=1.88546e-05 2.22648e-05 2.00659e-05 3.06738e-05 2.98139e-05
threshold=0.11434500000000002 -0.094514999999999988 0.091545000000000015 0.084050000000000014 0.084055000000000005
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.00022425561203895597 -0.00025114914265545092 0.00023816147636265559 0.00021019461698201496 -0.00037781100880563453 -0.00017534166150050438
leaf_weight=0.0017590199378622207 0.0010192139465798758 0.0012280691537329487 0.0010227220125549052 0.0010850651084408696 0.0014762173825848021
leaf_count=318 501 346 242 847 867
internal_value=0 3.54777e-05 -3.35287e-05 -9.93081e-05 1.24382e-05
internal_weight=0 0.00657109 0.00481207 0.00378935 0.00270429
internal_count=3121 2620 2302 2060 1213
is_linear=0
shrinkage=0.00196078


Tree=9219
num_leaves=6
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split_feature=15 4 12 1 0
split_gain=8.82281e-06 2.06426e-05 2.17792e-05 5.12685e-05 8.63485e-06
threshold=-0.15914499999999995 0.098655000000000007 0.084100000000000022 0.094090000000000021 -0.052984999999999997
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -4
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leaf_value=0.0082877683703511448 -0.0033420839280460172 -0.012333009794485822 0.00039455223394672218 0.025060539556592671 -0.012624234798012458
leaf_weight=0.0010869327106327337 0.0016581395873550221 0.0013633861159393044 0.001011498390712221 0.0010304885753425015 0.0010264690081956062
leaf_count=351 409 278 1602 261 220
internal_value=0 -0.00149278 0.00163409 0.00754398 -0.00616266
internal_weight=0 0.00608998 0.0047266 0.00268863 0.00203797
internal_count=3121 2770 2492 670 1822
is_linear=0
shrinkage=0.1


Tree=9220
num_leaves=6
num_cat=0
split_feature=51 160 43 16 0
split_gain=8.61549e-06 1.63455e-05 3.51113e-05 3.42409e-05 6.6393e-06
threshold=0.087505000000000013 -0.027994999999999996 -0.14968999999999996 -0.083539999999999989 -0.14649999999999996
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.011764546251379538 -0.0082229058138684006 0.014723957137916931 -0.0025429008892293796 -0.015872730835384884 0.0089560965984936524
leaf_weight=0.0012273479156507386 0.0010839691953917615 0.001082430866709319 0.0010016918348457835 0.0017641374903902191 0.0010067780120304268
leaf_count=691 435 187 133 1092 583
internal_value=0 0.00145416 -0.00115229 -0.00570748 0.00322116
internal_weight=0 0.00608239 0.00485504 0.00377261 0.00200847
internal_count=3121 2686 1995 1808 716
is_linear=0
shrinkage=0.1


Tree=9221
num_leaves=6
num_cat=0
split_feature=52 0 13 0 2
split_gain=2.30324e-05 2.95718e-05 4.31397e-05 3.59381e-05 5.86376e-05
threshold=0.11434500000000002 -0.077999999999999986 -0.0034749999999999994 -0.10607499999999999 0.11215000000000001
decision_type=2 2 2 2 2
left_child=1 3 -3 4 -1
right_child=-2 2 -4 -5 -6
leaf_value=0.00025787811728610169 -0.00027614649429425842 0.00044847750727651953 -5.2252647608666536e-05 -0.00038282742193807484 -0.00031477942812300889
leaf_weight=0.0018387824172223979 0.0010177927244299162 0.0013395340821242678 0.0013068637427906438 0.0010238949353744793 0.0010979388352080179
leaf_count=314 501 515 368 1269 154
internal_value=0 4.07237e-05 0.000201203 -6.65053e-05 4.37812e-05
internal_weight=0 0.00660701 0.0026464 0.00396062 0.00293672
internal_count=3121 2620 883 1737 468
is_linear=0
shrinkage=0.00196078


Tree=9222
num_leaves=5
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split_feature=42 160 2 4
split_gain=8.68253e-06 1.96443e-05 1.85524e-05 7.16484e-05
threshold=-0.025789999999999997 -1.0000000180025095e-35 0.11411 0.0052350000000000009
decision_type=2 2 2 2
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leaf_weight=0.001126316030295586 0.0013939705582775167 0.0019503996327418496 0.0010859161340446935 0.0016085980275563241
leaf_count=712 837 995 283 294
internal_value=0 0.00149353 0.00461801 0.00810897
internal_weight=0 0.00603888 0.00464491 0.003559
internal_count=3121 2409 1572 1289
is_linear=0
shrinkage=0.1


Tree=9223
num_leaves=7
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split_feature=484 49 52 15 15 3
split_gain=2.30502e-05 2.20108e-05 4.63725e-05 4.19976e-05 6.89742e-05 2.82578e-05
threshold=0.073690000000000019 -0.081404999999999991 -0.07167999999999998 -0.11713499999999999 -0.031204999999999997 -0.020429999999999997
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 4 5 -7
leaf_value=0.00022059812807056399 0.00027233804102748746 -0.00045244526145623535 -0.00033262712117900037 0.00050017026852588466 0.00010190615509462156 -0.00032797955169985854
leaf_weight=0.001034430763042926 0.0010282398786759638 0.0010983954007621061 0.0011338585092643301 0.0011308782070381276 0.0013321843975832913 0.0010522257115246297
leaf_count=213 394 591 317 415 1088 103
internal_value=0 -4.27076e-05 -9.00968e-05 -4.48925e-06 0.000101352 -8.77998e-05
internal_weight=0 0.00678197 0.00574754 0.00464915 0.00351529 0.00238441
internal_count=3121 2727 2514 1923 1606 1191
is_linear=0
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Tree=9224
num_leaves=7
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split_feature=484 1 12 151 2 16
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threshold=0.064170000000000019 0.12500000000000003 0.098810000000000023 -0.0083949999999999979 0.086590000000000014 -0.082779999999999979
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_weight=0.0011011167586311736 0.0010048522474681749 0.001001033025921012 0.0010255348324120775 0.0011088592747038025 0.0010004057809476572 0.0013521538814018936
leaf_count=385 406 232 386 829 323 560
internal_value=0 -3.63154e-05 -8.21603e-05 -1.66565e-05 8.71351e-05 0.000299906
internal_weight=0 0.0065891 0.00558807 0.00456254 0.00346142 0.00235256
internal_count=3121 2715 2483 2097 1712 883
is_linear=0
shrinkage=0.00196078


Tree=9225
num_leaves=6
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split_feature=52 0 0 2 13
split_gain=1.83154e-05 2.57462e-05 3.4071e-05 6.08641e-05 3.39925e-05
threshold=0.11434500000000002 -0.077999999999999986 -0.10607499999999999 0.11215000000000001 -0.0034749999999999994
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -3
right_child=-2 4 -4 -5 -6
leaf_value=0.00026122823675897865 -0.00024683034040724554 0.00040310155018996656 -0.00037237285995198017 -0.00032380350643801615 -3.9855809412874918e-05
leaf_weight=0.0018312642835100743 0.0010209833472574282 0.0013482347644845243 0.0010269793405256501 0.0010910240937478792 0.0013164172306472657
leaf_count=314 501 515 1269 154 368
internal_value=0 3.5333e-05 -6.51561e-05 4.28091e-05 0.000184267
internal_weight=0 0.00661392 0.00394927 0.00292229 0.00266465
internal_count=3121 2620 1737 468 883
is_linear=0
shrinkage=0.00196078


Tree=9226
num_leaves=7
num_cat=0
split_feature=484 49 52 15 15 3
split_gain=1.91175e-05 2.36599e-05 5.25971e-05 5.23041e-05 6.55619e-05 2.28426e-05
threshold=0.073690000000000019 -0.081404999999999991 -0.07167999999999998 -0.11713499999999999 -0.031204999999999997 -0.020429999999999997
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 4 5 -7
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internal_value=0 -3.72942e-05 -8.69792e-05 4.0818e-06 0.000122142 -6.37962e-05
internal_weight=0 0.00674296 0.00569993 0.00462008 0.00349945 0.00236451
internal_count=3121 2727 2514 1923 1606 1191
is_linear=0
shrinkage=0.00196078


Tree=9227
num_leaves=7
num_cat=0
split_feature=484 49 0 16 52 0
split_gain=1.70248e-05 2.78247e-05 4.20859e-05 5.65702e-05 6.72045e-05 1.98509e-05
threshold=0.073690000000000019 -0.081404999999999991 -0.11756999999999999 -0.056919999999999991 0.091275000000000009 -0.21861499999999998
decision_type=2 2 2 2 2 2
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leaf_count=213 394 97 1197 771 205 244
internal_value=0 -4.30093e-05 -9.61412e-05 2.50459e-05 -0.000178273 -0.000324306
internal_weight=0 0.00692052 0.00585183 0.00382188 0.00221377 0.00202995
internal_count=3121 2727 2514 2173 976 341
is_linear=0
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Tree=9228
num_leaves=6
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split_feature=1 3 133 16 15
split_gain=2.3406e-05 4.22959e-05 6.47323e-05 6.24644e-05 2.96902e-05
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decision_type=2 2 2 2 2
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leaf_weight=0.0011113228816820686 0.0014118303244748417 0.0012045767323378641 0.0011212100241162269 0.0012898349640687421 0.0017838026739391134
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internal_weight=0 0.00472694 0.00361562 0.00249441 0.00319563
internal_count=3121 2461 2229 1374 660
is_linear=0
shrinkage=0.00196078


Tree=9229
num_leaves=6
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split_feature=0 15 16 16 2
split_gain=9.27144e-06 1.75715e-05 5.5049e-05 3.19654e-05 1.89457e-05
threshold=1.0000000180025095e-35 -0.016799999999999995 -0.056919999999999991 -0.008904999999999998 0.10444500000000002
decision_type=2 2 2 2 2
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internal_value=0 -0.00191937 -0.00622039 0.00534088 0.00235437
internal_weight=0 0.00562711 0.00353371 0.00209339 0.00240065
internal_count=3121 2796 1373 1423 688
is_linear=0
shrinkage=0.1


Tree=9230
num_leaves=6
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split_feature=52 0 0 2 16
split_gain=2.53436e-05 2.99936e-05 4.94197e-05 4.36417e-05 3.27546e-05
threshold=0.11434500000000002 -0.077999999999999986 -0.10607499999999999 0.11215000000000001 0.15273500000000004
decision_type=2 2 2 2 2
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internal_weight=0 0.00679183 0.00404037 0.00299167 0.00275146
internal_count=3121 2620 1737 468 883
is_linear=0
shrinkage=0.00196078


Tree=9231
num_leaves=5
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split_feature=15 42 3 4
split_gain=8.61523e-06 3.20743e-05 3.52515e-05 6.76932e-05
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decision_type=2 2 2 2
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leaf_count=469 1216 910 223 303
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internal_weight=0 0.00558798 0.00412572 0.00243767
internal_count=3121 1905 995 772
is_linear=0
shrinkage=0.1


Tree=9232
num_leaves=5
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split_feature=0 1 48 3
split_gain=8.54173e-06 2.9685e-05 2.16633e-05 4.82403e-05
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decision_type=2 2 2 2
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internal_count=3121 2869 1291 996
is_linear=0
shrinkage=0.1


Tree=9233
num_leaves=6
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split_feature=42 160 151 4 4
split_gain=8.9912e-06 1.57924e-05 1.86438e-05 4.68919e-05 3.90201e-05
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decision_type=2 2 2 2 2
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internal_weight=0 0.00606614 0.00466416 0.00362907 0.00240996
internal_count=3121 2409 1572 1263 1017
is_linear=0
shrinkage=0.1


Tree=9234
num_leaves=6
num_cat=0
split_feature=52 52 15 2 16
split_gain=9.19453e-06 2.25046e-05 2.03021e-05 4.06853e-05 1.64282e-05
threshold=-0.057699999999999994 -0.10925999999999998 -0.11713499999999999 0.10097500000000002 -0.083539999999999989
decision_type=2 2 2 2 2
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internal_weight=0 0.00232605 0.00485509 0.00370151 0.00242317
internal_count=3121 926 2195 1821 1494
is_linear=0
shrinkage=0.1


Tree=9235
num_leaves=6
num_cat=0
split_feature=484 49 52 15 1
split_gain=1.55021e-05 3.14862e-05 3.74209e-05 5.27824e-05 4.89203e-05
threshold=0.073690000000000019 -0.081404999999999991 -0.07167999999999998 -0.095869999999999983 0.090405000000000013
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.00027242698446946963 0.00021590948186780187 -0.00042106273951307772 -0.00028770677511483791 -4.6012476286770412e-05 0.00048239941588163517
leaf_weight=0.0010481675330995246 0.0010441304939527015 0.0011077277293471202 0.0017770560219502909 0.001913812625032226 0.0010394593635572923
leaf_count=213 394 591 416 1146 361
internal_value=0 -4.04822e-05 -9.66621e-05 -2.06953e-05 0.000139972
internal_weight=0 0.00688622 0.00583806 0.00473033 0.00295327
internal_count=3121 2727 2514 1923 1507
is_linear=0
shrinkage=0.00196078


Tree=9236
num_leaves=6
num_cat=0
split_feature=2 2 0 4 16
split_gain=8.78201e-06 1.77627e-05 1.72716e-05 1.60975e-05 1.31051e-05
threshold=0.099185000000000009 0.11215000000000001 -0.084269999999999984 0.042705000000000007 0.15273500000000004
decision_type=2 2 2 2 2
left_child=2 -2 3 -1 -4
right_child=1 -3 4 -5 -6
leaf_value=-0.01849930151877548 0.014283644100675183 -0.0015832662559415473 0.011228175735907991 -0.00066307037675861181 -0.0046874907433588466
leaf_weight=0.0010161270953340015 0.0010899509871511409 0.0020005052475072431 0.0010483900807715446 0.0010079198903695605 0.00102139082824347
leaf_count=859 369 550 922 223 198
internal_value=0 0.00401272 -0.00304903 -0.00961735 0.00337415
internal_weight=0 0.00309046 0.00409383 0.00202405 0.00206978
internal_count=3121 919 2202 1082 1120
is_linear=0
shrinkage=0.1


Tree=9237
num_leaves=5
num_cat=0
split_feature=15 52 52 1
split_gain=8.74567e-06 3.12805e-05 2.99716e-05 4.76712e-05
threshold=1.0000000180025095e-35 -0.081429999999999989 0.10347000000000002 0.090540000000000023
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=0.015039026380509477 -0.0064814220948200335 -0.024460305072629238 0.011778881035686336 0.0016045253557289815
leaf_weight=0.0013622951196346194 0.0016177527715868925 0.0010743498739951554 0.0011000144725132454 0.0020229351007209073
leaf_count=658 1216 490 315 442
internal_value=0 0.0018727 -0.00240062 -0.00743654
internal_weight=0 0.00555959 0.0041973 0.00309728
internal_count=3121 1905 1247 932
is_linear=0
shrinkage=0.1


Tree=9238
num_leaves=6
num_cat=0
split_feature=457 1 4 0 4
split_gain=8.50122e-06 1.91253e-05 1.68346e-05 3.47744e-05 3.64628e-05
threshold=0.069910000000000014 0.12337000000000002 -0.083854999999999985 -0.10011499999999998 0.25615500000000008
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=0.0035765868805362764 0.0083870299615447386 0.011198877411363327 0.011641711224976323 -0.023657302922504231 -0.013996050869711367
leaf_weight=0.0018998597252366102 0.0010320521452861419 0.0010040414285716883 0.0011004322425539918 0.0010111055501780572 0.0011186783404649493
leaf_count=609 267 275 245 1592 133
internal_value=0 -0.00142271 -0.00389296 -0.00828619 -0.00128257
internal_weight=0 0.00613412 0.00513008 0.00323022 0.00221911
internal_count=3121 2854 2579 1970 378
is_linear=0
shrinkage=0.1


Tree=9239
num_leaves=6
num_cat=0
split_feature=52 13 2 48 2
split_gain=1.87417e-05 2.44121e-05 2.53849e-05 8.84739e-05 3.55428e-05
threshold=0.11434500000000002 -0.094514999999999988 0.11215000000000001 0.083985000000000018 0.084245000000000014
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.00022854349105898378 -0.00024799307818530752 3.5766173588269406e-05 -0.0003141079736011797 0.00051190045298883245 -0.00041156015152035588
leaf_weight=0.001796248043163441 0.0010567720507448086 0.0016517351205605746 0.0010189632741093467 0.0010756348146069307 0.0011642761672877588
leaf_count=318 501 622 313 328 1039
internal_value=0 3.29485e-05 -3.85981e-05 3.35397e-05 -0.00014918
internal_weight=0 0.00670686 0.00491061 0.00389165 0.00281601
internal_count=3121 2620 2302 1989 1661
is_linear=0
shrinkage=0.00196078


Tree=9240
num_leaves=6
num_cat=0
split_feature=4 151 4 13 1
split_gain=9.86813e-06 1.915e-05 2.64962e-05 3.57991e-05 3.24701e-05
threshold=0.40473500000000007 -0.016164999999999995 -0.0029599999999999995 -0.0034749999999999994 0.10781
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -4
right_child=-2 2 4 -5 -6
leaf_value=0.011045625011291943 0.0087290013131533766 0.013255133471863837 -0.024726093945576726 -0.0093891981545690464 -0.00078380906600962735
leaf_weight=0.001001720680178628 0.0010939085986266398 0.0014603578856222394 0.0010746651087194729 0.0013376510592899345 0.0011977552541350754
leaf_count=479 304 1157 541 525 115
internal_value=0 -0.00158901 -0.00408512 0.0024295 -0.0121065
internal_weight=0 0.00607215 0.00507043 0.00279801 0.00227242
internal_count=3121 2817 2338 1682 656
is_linear=0
shrinkage=0.1


Tree=9241
num_leaves=5
num_cat=0
split_feature=484 12 48 43
split_gain=2.03261e-05 1.97528e-05 5.05067e-05 3.73324e-05
threshold=0.073690000000000019 0.09334000000000002 0.083985000000000018 -0.0037449999999999996
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=-0.00038225602057101959 0.00025256118604324488 -0.00022444110161834216 0.00026387914686727758 5.4971418425200283e-05
leaf_weight=0.0013603733093928464 0.0010069184865914198 0.0017633514574545541 0.0019433524942497182 0.0016755993012125883
leaf_count=1004 394 778 415 530
internal_value=0 -4.61032e-05 1.70524e-05 -0.000140944
internal_weight=0 0.00674268 0.00497933 0.00303597
internal_count=3121 2727 1949 1534
is_linear=0
shrinkage=0.00196078


Tree=9242
num_leaves=6
num_cat=0
split_feature=52 0 4 0 2
split_gain=1.48064e-05 2.3754e-05 3.50772e-05 3.21561e-05 4.19154e-05
threshold=0.11434500000000002 -0.077999999999999986 -0.35136499999999998 -0.10607499999999999 0.11215000000000001
decision_type=2 2 2 2 2
left_child=1 3 -3 4 -1
right_child=-2 2 -4 -5 -6
leaf_value=0.00022129060973577426 -0.00022601851756237393 -9.7134317632602426e-05 0.00036392266640551712 -0.0003690670002214439 -0.00026751902114011925
leaf_weight=0.0017921558082527331 0.0010141855060267239 0.001082120213620336 0.0015334234965134956 0.0010122119531101336 0.0010814443990961038
leaf_count=314 501 202 681 1269 154
internal_value=0 2.87083e-05 0.000173171 -6.85297e-05 3.73331e-05
internal_weight=0 0.00650136 0.00261554 0.00388581 0.0028736
internal_count=3121 2620 883 1737 468
is_linear=0
shrinkage=0.00196078


Tree=9243
num_leaves=6
num_cat=0
split_feature=42 49 12 52 3
split_gain=8.23479e-06 1.64526e-05 2.58722e-05 5.63968e-05 2.83231e-05
threshold=-1.0000000180025095e-35 -0.047584999999999995 0.09334000000000002 -0.0064899999999999992 -0.020429999999999997
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.007831466349803513 0.010843584821610547 -0.01666407904614425 -0.015137467779015687 0.022945637724128051 0.001442189927322353
leaf_weight=0.0011369258898468546 0.0014235631840308158 0.0010604179905083929 0.001063297720098522 0.0010914714762589935 0.0013958872724503431
leaf_count=862 360 581 478 569 271
internal_value=0 0.00144626 -0.00145495 0.00264581 0.0108781
internal_weight=0 0.00603464 0.00461107 0.00354778 0.00248736
internal_count=3121 2259 1899 1421 840
is_linear=0
shrinkage=0.1


Tree=9244
num_leaves=5
num_cat=0
split_feature=15 42 15 15
split_gain=9.14006e-06 3.13793e-05 3.37154e-05 2.43571e-05
threshold=1.0000000180025095e-35 0.079510000000000011 -0.037864999999999989 -0.10653
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=0.0090819979420438644 -0.0066575794419564795 -0.010734492183335184 0.016852467859369443 -0.011324607235903041
leaf_weight=0.0011304935269379414 0.0016091097662549996 0.0014511871615713627 0.0017559751456542967 0.0012119471872318699
leaf_count=303 1216 910 303 389
internal_value=0 0.00190231 0.00637681 -0.0014761
internal_weight=0 0.0055496 0.00409842 0.00234244
internal_count=3121 1905 995 692
is_linear=0
shrinkage=0.1


Tree=9245
num_leaves=6
num_cat=0
split_feature=4 4 2 15 16
split_gain=8.69084e-06 1.47441e-05 2.18737e-05 2.84006e-05 4.43661e-05
threshold=0.27287000000000006 0.098655000000000007 0.10644500000000001 -0.028889999999999996 0.029300000000000003
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.0086488251156742711 0.0076419501765639559 -0.011840679800797754 0.012106832370331831 0.0033390986494566998 -0.024849326160436211
leaf_weight=0.0012812067005862314 0.0012266517260316979 0.0011372792929371838 0.001264682088408511 0.0011782507043670554 0.0010612756855379656
leaf_count=718 352 195 415 1170 271
internal_value=0 -0.00160596 0.000826373 -0.00322568 -0.0100189
internal_weight=0 0.00592269 0.00478542 0.00352073 0.00223953
internal_count=3121 2769 2574 2159 1441
is_linear=0
shrinkage=0.1


Tree=9246
num_leaves=6
num_cat=0
split_feature=484 49 15 47 12
split_gain=2.16254e-05 2.15067e-05 2.6383e-05 7.41982e-05 3.47321e-05
threshold=0.073690000000000019 0.0093850000000000027 -0.031204999999999997 0.092530000000000015 0.086850000000000024
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -4
right_child=-2 -3 4 -5 -6
leaf_value=0.00033081649615892482 0.00026118305583570906 0.00021607492178339472 -0.00041834528750303948 -0.00035445190763926305 -7.5566726644502039e-06
leaf_weight=0.001520952230916322 0.0010218809459210439 0.0010280098328869381 0.0015707526107302861 0.0010114658647977998 0.0015947214526344494
leaf_count=525 394 514 549 202 937
internal_value=0 -4.49606e-05 -9.20564e-05 5.71154e-05 -0.000211396
internal_weight=0 0.0067259 0.00569789 0.00253242 0.00316547
internal_count=3121 2727 2213 727 1486
is_linear=0
shrinkage=0.00196078


Tree=9247
num_leaves=7
num_cat=0
split_feature=484 48 0 52 2 43
split_gain=2.05302e-05 2.38492e-05 7.83459e-05 3.42574e-05 3.99612e-05 2.9387e-05
threshold=0.073690000000000019 0.083985000000000018 -0.18113999999999997 -1.0000000180025095e-35 0.10097500000000002 -0.0037449999999999996
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=-0.00043035125582353877 0.00025786641656483752 -0.0002372600611203988 0.00049508443894365239 -0.00011554147276538066 -0.00033238558591070964 0.00033032524736746881
leaf_weight=0.0010679667462409762 0.001016878407808711 0.0011396734866951921 0.0011072856112932219 0.0010718940632242369 0.0011125101009272819 0.0012097842389873483
leaf_count=686 394 81 455 753 309 443
internal_value=0 -4.11095e-05 0.000123634 -0.000124068 -2.76968e-05 0.000120865
internal_weight=0 0.00670911 0.00224696 0.00446216 0.00339419 0.00228168
internal_count=3121 2727 536 2191 1505 1196
is_linear=0
shrinkage=0.00196078


Tree=9248
num_leaves=6
num_cat=0
split_feature=52 0 4 0 2
split_gain=2.46968e-05 3.55364e-05 3.73911e-05 3.68046e-05 5.21528e-05
threshold=0.11434500000000002 -0.077999999999999986 -0.35136499999999998 -0.10607499999999999 0.11215000000000001
decision_type=2 2 2 2 2
left_child=1 3 -3 4 -1
right_child=-2 2 -4 -5 -6
leaf_value=0.00023860975668013804 -0.00028650645761011984 -6.4868057092695253e-05 0.00040616274016499993 -0.00039601307218948688 -0.00030235933224947076
leaf_weight=0.0018124471459761192 0.0010328859799448899 0.0010956802252571872 0.0015855472278531759 0.0010370628334065049 0.0011015973731192548
leaf_count=314 501 202 681 1269 154
internal_value=0 3.94453e-05 0.000213677 -7.87883e-05 3.4107e-05
internal_weight=0 0.00663233 0.00268123 0.00395111 0.00291404
internal_count=3121 2620 883 1737 468
is_linear=0
shrinkage=0.00196078


Tree=9249
num_leaves=5
num_cat=0
split_feature=43 3 4 48
split_gain=7.58963e-06 3.6048e-05 1.95868e-05 3.0453e-05
threshold=-0.043144999999999996 -0.077774999999999983 -0.059649999999999988 0.085845000000000019
decision_type=2 2 2 2
left_child=1 -1 -2 -4
right_child=2 -3 3 -5
leaf_value=-0.0053669176804550956 -0.012182113819579989 0.018519894698799073 0.0095483318061773785 -0.010936729202979367
leaf_weight=0.0015688602215952958 0.001431256568997623 0.0010577233906799955 0.0019573889773787782 0.0011532691587758108
leaf_count=971 882 504 545 219
internal_value=0 0.00425229 -0.00250091 0.00195354
internal_weight=0 0.00262658 0.00454191 0.00311066
internal_count=3121 1475 1646 764
is_linear=0
shrinkage=0.1


Tree=9250
num_leaves=6
num_cat=0
split_feature=13 4 47 52 16
split_gain=2.11901e-05 2.08356e-05 4.92829e-05 3.75328e-05 1.6207e-05
threshold=-0.23438999999999996 0.0061450000000000003 0.092530000000000015 -0.0064899999999999992 -0.094359999999999986
decision_type=2 2 2 2 2
left_child=-1 3 4 -2 -3
right_child=1 2 -4 -5 -6
leaf_value=0.00026085503094003276 -0.00039226084646466124 6.2599423018148533e-05 -0.00023681259407674939 3.0612548830675803e-05 0.00039814690021664276
leaf_weight=0.0010040065372760518 0.0014522358581457895 0.0010531258004923851 0.0013441822709932215 0.0018160919379205641 0.0011663276899580813
leaf_count=169 903 374 174 1255 246
internal_value=0 -4.42164e-05 5.94829e-05 -0.000157285 0.00023893
internal_weight=0 0.00683196 0.00356364 0.00326833 0.00221945
internal_count=3121 2952 794 2158 620
is_linear=0
shrinkage=0.00196078


Tree=9251
num_leaves=6
num_cat=0
split_feature=52 12 2 2 3
split_gain=2.14928e-05 2.94832e-05 4.21163e-05 6.234e-05 1.5268e-05
threshold=0.11434500000000002 0.097825000000000009 0.088850000000000012 0.11215000000000001 0.0051600000000000005
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.0002565610427959985 -0.00026493479959084355 0.00029685916224494248 0.00015083613841472066 -0.00024337445859311916 0.00048320639463848874
leaf_weight=0.0019489952323728721 0.0010355894989786535 0.0013551972718711313 0.0011157983304070113 0.0012435214737011218 0.0010145003466140235
leaf_count=1273 501 409 516 305 117
internal_value=0 3.86553e-05 -2.70838e-05 0.000105481 0.000309119
internal_weight=0 0.00667801 0.00532282 0.00337382 0.0021303
internal_count=3121 2620 2211 938 633
is_linear=0
shrinkage=0.00196078


Tree=9252
num_leaves=6
num_cat=0
split_feature=484 3 1 3 13
split_gain=2.42277e-05 2.0545e-05 4.08586e-05 7.81793e-05 3.41624e-05
threshold=0.073690000000000019 -0.078934999999999991 0.094385000000000011 0.11296500000000002 -0.0039049999999999992
decision_type=2 2 2 2 2
left_child=1 4 -3 -4 -1
right_child=-2 2 3 -5 -6
leaf_value=-0.0004452711035418253 0.00027219216294853394 -0.00019559951214292442 0.000497834491222586 -0.00017358284556586692 2.9453098546216205e-05
leaf_weight=0.0011201654766993269 0.0010406012058838156 0.0018543043004950895 0.0014222158192444558 0.0012552188792212997 0.0012149100848735852
leaf_count=1037 394 610 412 194 474
internal_value=0 -4.88657e-05 2.81222e-05 0.000183065 -0.000198278
internal_weight=0 0.00686681 0.00453174 0.00267743 0.00233508
internal_count=3121 2727 1216 606 1511
is_linear=0
shrinkage=0.00196078


Tree=9253
num_leaves=5
num_cat=0
split_feature=42 43 4 4
split_gain=8.13162e-06 1.63239e-05 2.08574e-05 2.40885e-05
threshold=-1.0000000180025095e-35 -0.052894999999999991 -0.062539999999999984 0.055260000000000011
decision_type=2 2 2 2
left_child=-1 -2 -3 -4
right_child=1 2 3 -5
leaf_value=-0.0077627854248451013 0.0096954837587342642 -0.012344008852030247 0.012999766814147254 -0.0050301057759958622
leaf_weight=0.001144861787425692 0.001712247230056899 0.0013158523727278171 0.001302239710449647 0.0017193852724391365
leaf_count=862 1041 633 272 313
internal_value=0 0.00142788 -0.00183581 0.00274029
internal_weight=0 0.00604972 0.00433748 0.00302162
internal_count=3121 2259 1218 585
is_linear=0
shrinkage=0.1


Tree=9254
num_leaves=6
num_cat=0
split_feature=52 0 4 0 15
split_gain=2.14389e-05 5.15856e-05 4.44421e-05 3.61936e-05 5.96285e-05
threshold=0.11434500000000002 -0.077999999999999986 -0.35136499999999998 -0.10607499999999999 -0.092489999999999989
decision_type=2 2 2 2 2
left_child=1 3 -3 4 -1
right_child=-2 2 -4 -5 -6
leaf_value=-0.00023056702351054561 -0.00026492099353488547 -6.480148187630621e-05 0.00043574252342840883 -0.00040690386946063334 0.00031940745146824122
leaf_weight=0.0017882092924617066 0.0010936923506431927 0.0011399054813711334 0.001697620004557045 0.0011330829450149592 0.0013155001012522894
leaf_count=228 501 202 681 1269 240
internal_value=0 3.00637e-05 0.000234661 -0.000106962 2.5384e-06
internal_weight=0 0.00707432 0.00283753 0.00423679 0.00310371
internal_count=3121 2620 883 1737 468
is_linear=0
shrinkage=0.00196078


Tree=9255
num_leaves=5
num_cat=0
split_feature=151 4 1 12
split_gain=8.47266e-06 4.02733e-05 3.45925e-05 1.58323e-05
threshold=-0.0083949999999999979 0.24564500000000003 0.090840000000000018 0.086850000000000024
decision_type=2 2 2 2
left_child=-1 2 3 -2
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leaf_value=-0.0069011127717713144 -0.0035238590985285836 0.017774706386838559 -0.013772710097854591 0.011498138859385776
leaf_weight=0.0014395645058055181 0.0013658439734773706 0.0012239315228821024 0.0017332739683502867 0.0014426480566599328
leaf_count=554 634 330 542 1061
internal_value=0 0.00167506 -0.00266354 0.00419254
internal_weight=0 0.0057657 0.00454177 0.00280849
internal_count=3121 2567 2237 1695
is_linear=0
shrinkage=0.1


Tree=9256
num_leaves=6
num_cat=0
split_feature=15 43 16 48 13
split_gain=8.33341e-06 1.97709e-05 2.75692e-05 2.38909e-05 2.96331e-05
threshold=-0.11713499999999999 -0.17390999999999998 0.15891500000000003 0.086260000000000017 -0.029529999999999997
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
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leaf_value=-0.006898758028872143 0.013630807944924914 -0.003690978111852608 -0.015401066612308282 -0.0096296059542031933 0.018004292511535711
leaf_weight=0.0014196344668282726 0.001112587594187732 0.0011465207260304858 0.001057715117137262 0.0010630640410967209 0.0013963191284300026
leaf_count=484 184 1098 421 263 671
internal_value=0 0.00165274 -0.00120483 0.00295933 0.00822229
internal_weight=0 0.00577621 0.00466362 0.0036059 0.00254284
internal_count=3121 2637 2453 2032 1769
is_linear=0
shrinkage=0.1


Tree=9257
num_leaves=5
num_cat=0
split_feature=3 12 42 3
split_gain=9.47053e-06 1.54729e-05 3.67372e-05 3.14133e-05
threshold=0.13524500000000003 0.084100000000000022 0.08623500000000002 0.076840000000000006
decision_type=2 2 2 2
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right_child=-2 2 -4 -5
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leaf_weight=0.0015238373947330918 0.0010975891323166467 0.0012935330959910382 0.0013993392151938004 0.0018711692779491656
leaf_count=640 192 1083 972 234
internal_value=0 -0.00157208 -0.00723272 0.00291785
internal_weight=0 0.00608788 0.00269287 0.00339501
internal_count=3121 2929 2055 874
is_linear=0
shrinkage=0.1


Tree=9258
num_leaves=6
num_cat=0
split_feature=1 13 0 13 3
split_gain=1.63851e-05 3.85754e-05 2.38001e-05 2.93775e-05 2.31339e-05
threshold=0.090405000000000013 -0.00096999999999999983 -0.084269999999999984 -0.076599999999999988 0.10893000000000001
decision_type=2 2 2 2 2
left_child=2 -2 -1 -4 -3
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leaf_value=-0.00033763545307739833 0.00031442049526321205 8.1209328482899682e-05 0.00023814082080579895 -0.00021012224510490057 -0.00028105493887489068
leaf_weight=0.001152314270163685 0.001610975424903995 0.001665507724939726 0.0010991194424794608 0.0011504217075983334 0.0011427309598421448
leaf_count=989 679 340 286 725 102
internal_value=0 7.25487e-05 -0.000108484 8.89782e-06 -6.62036e-05
internal_weight=0 0.00441921 0.00340186 0.00224954 0.00280824
internal_count=3121 1121 2000 1011 442
is_linear=0
shrinkage=0.00196078


Tree=9259
num_leaves=6
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split_feature=42 43 48 2 4
split_gain=8.53479e-06 2.89281e-05 1.83883e-05 4.6202e-05 2.80021e-05
threshold=0.091735000000000025 0.05259500000000001 0.091545000000000015 0.084245000000000014 -0.011209999999999999
decision_type=2 2 2 2 2
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leaf_weight=0.0016595574540624954 0.0010411310909795623 0.0010045889338329422 0.0014056661996280908 0.0010262764922405665 0.0010510036914156405
leaf_count=594 667 288 272 763 537
internal_value=0 0.00138493 -0.00164709 -0.00531461 -0.0152533
internal_weight=0 0.00614709 0.0051425 0.00373684 0.00207728
internal_count=3121 2454 2166 1894 1300
is_linear=0
shrinkage=0.1


Tree=9260
num_leaves=6
num_cat=0
split_feature=0 1 47 0 4
split_gain=8.29556e-06 2.88558e-05 3.7436e-05 3.42269e-05 2.05648e-05
threshold=-0.062294999999999996 0.08844500000000001 0.092530000000000015 -0.15090499999999998 -0.35136499999999998
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -2
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leaf_value=-0.015804248851780878 -0.0052196257892844593 -0.0022062458828500491 -0.013713103018420537 0.021615397949527351 0.012981776302631372
leaf_weight=0.0012110717537787479 0.0011482837361083285 0.0012882188472554323 0.0010429473251491921 0.0011341713920879452 0.0013511756946375704
leaf_count=1659 227 140 191 536 368
internal_value=0 -0.00251661 0.00212718 0.00894713 0.00461982
internal_weight=0 0.00467641 0.00346534 0.00242239 0.00249946
internal_count=3121 2526 867 676 595
is_linear=0
shrinkage=0.1


Tree=9261
num_leaves=6
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split_feature=484 48 0 2 4
split_gain=1.72909e-05 2.18131e-05 7.58653e-05 2.93614e-05 4.67376e-05
threshold=0.073690000000000019 0.083985000000000018 -0.18113999999999997 0.10912000000000001 0.053180000000000012
decision_type=2 2 2 2 2
left_child=1 3 -3 4 -1
right_child=-2 2 -4 -5 -6
leaf_value=-0.00041370612865213263 0.00023586472124985345 -0.00023381872196293884 0.0004867102331304518 0.0001738780786652904 4.6103909899050347e-05
leaf_weight=0.0018742017213375344 0.001014743323878466 0.0011486302874173379 0.0010997290807091967 0.0010190198726435658 0.0015551006126703832
leaf_count=1497 394 81 455 372 322
internal_value=0 -3.87967e-05 0.00011861 -0.000118356 -0.000205194
internal_weight=0 0.00669668 0.00224836 0.00444832 0.0034293
internal_count=3121 2727 536 2191 1819
is_linear=0
shrinkage=0.00196078


Tree=9262
num_leaves=6
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split_feature=52 0 0 2 13
split_gain=1.99667e-05 3.55256e-05 4.22706e-05 4.67922e-05 3.79662e-05
threshold=0.11434500000000002 -0.077999999999999986 -0.10607499999999999 0.11215000000000001 -0.0034749999999999994
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -3
right_child=-2 4 -4 -5 -6
leaf_value=0.00022740429981342914 -0.00025632633037125642 0.00043477385288192026 -0.00042230451799068737 -0.0002807252387344317 -2.7783869809090413e-05
leaf_weight=0.0018529286538984204 0.0010498916290226697 0.0013851342715839145 0.0010443210102202755 0.0011166652181780609 0.0013443585268166482
leaf_count=314 501 515 1269 154 368
internal_value=0 3.43647e-05 -8.29947e-05 3.63308e-05 0.00020695
internal_weight=0 0.00674341 0.00401391 0.00296959 0.00272949
internal_count=3121 2620 1737 468 883
is_linear=0
shrinkage=0.00196078


Tree=9263
num_leaves=6
num_cat=0
split_feature=42 52 0 1 4
split_gain=9.15894e-06 1.67265e-05 5.16162e-05 3.608e-05 5.67239e-05
threshold=-1.0000000180025095e-35 0.10160000000000001 -0.062764999999999974 0.11181500000000001 0.0061450000000000003
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
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leaf_value=-0.0082301320544198413 -0.011694433121230198 -0.009097325893158717 0.021789448184832288 -0.016850512258496115 0.018559645864223363
leaf_weight=0.0011455728020854528 0.0011382101499325429 0.0011906509216379618 0.0012339739894358147 0.0011156532615668483 0.001360451982721492
leaf_count=862 891 487 412 222 247
internal_value=0 0.00152267 0.00413075 -0.00189816 0.00477807
internal_weight=0 0.00603894 0.00484829 0.00361432 0.00249866
internal_count=3121 2259 1772 1360 1138
is_linear=0
shrinkage=0.1


Tree=9264
num_leaves=6
num_cat=0
split_feature=52 0 0 2 13
split_gain=1.50796e-05 2.86373e-05 4.21073e-05 4.46102e-05 4.14835e-05
threshold=0.11434500000000002 -0.077999999999999986 -0.10607499999999999 0.11215000000000001 -0.0034749999999999994
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -3
right_child=-2 4 -4 -5 -6
leaf_value=0.00023341330811772653 -0.00022459571364298337 0.00042975293673443561 -0.00041699056380581177 -0.00026920376789403832 -6.0066278961537718e-05
leaf_weight=0.0018188602574306617 0.001018958498603533 0.0013513850596319462 0.0010220585656964126 0.0010832691083345904 0.0013083445068999599
leaf_count=314 501 515 1269 154 368
internal_value=0 3.17306e-05 -7.47321e-05 4.58029e-05 0.000188807
internal_weight=0 0.00658392 0.00392419 0.00290213 0.00265973
internal_count=3121 2620 1737 468 883
is_linear=0
shrinkage=0.00196078


Tree=9265
num_leaves=6
num_cat=0
split_feature=49 2 3 12 16
split_gain=9.295e-06 3.76529e-05 3.54555e-05 3.34062e-05 2.14955e-05
threshold=0.0043850000000000009 0.113445 -0.08824499999999999 0.088305000000000008 -0.022939999999999999
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.019055103004190492 0.0082944112274120768 0.015189727840358228 0.0012821302598213942 0.013209551975067527 -0.01799870690757116
leaf_weight=0.0013591275554164402 0.0011301192378062744 0.0010955179058318651 0.0013324387092851935 0.0012374844335187366 0.0010215222269262135
leaf_count=574 671 333 445 688 410
internal_value=0 -0.00158595 -0.00529826 -9.21925e-05 -0.00708496
internal_weight=0 0.00604609 0.00495057 0.00359145 0.00235396
internal_count=3121 2450 2117 1543 855
is_linear=0
shrinkage=0.1


Tree=9266
num_leaves=6
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split_feature=50 3 1 3 3
split_gain=1.97547e-05 2.66241e-05 3.31214e-05 8.55869e-05 5.53047e-05
threshold=0.079410000000000008 -0.12018999999999998 0.094090000000000021 0.0051600000000000005 0.11296500000000002
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -4
right_child=-2 2 4 -5 -6
leaf_value=0.00027621690426149421 -0.00025800269927193703 -0.00059626396163032711 0.00036329268047718586 0.00013119631829157792 -0.00019853285810141839
leaf_weight=0.0013863324204031026 0.0010247139351734621 0.001117634403892944 0.0015546444025412388 0.001401549749135866 0.0011886803394068745
leaf_count=293 609 1456 444 133 186
internal_value=0 3.44722e-05 -2.92119e-05 -0.000191541 0.000119854
internal_weight=0 0.00664884 0.00526251 0.00251918 0.00274332
internal_count=3121 2512 2219 1589 630
is_linear=0
shrinkage=0.00196078


Tree=9267
num_leaves=6
num_cat=0
split_feature=52 0 0 2 13
split_gain=2.34888e-05 3.72065e-05 4.81577e-05 4.6048e-05 3.41238e-05
threshold=0.11434500000000002 -0.077999999999999986 -0.10607499999999999 0.11215000000000001 -0.0034749999999999994
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -3
right_child=-2 4 -4 -5 -6
leaf_value=0.00023496885292636501 -0.00027819587823304403 0.00043347327258085055 -0.00044182570667655676 -0.00026998523479258656 -8.1585673994373918e-06
leaf_weight=0.0018496084629923758 0.0010549777767625557 0.0013596502544271916 0.0010587544743117386 0.0011116304753985211 0.0013312947401090246
leaf_count=314 501 515 1269 154 368
internal_value=0 3.65377e-05 -8.29127e-05 4.54123e-05 0.000214984
internal_weight=0 0.00671094 0.00401999 0.00296124 0.00269094
internal_count=3121 2620 1737 468 883
is_linear=0
shrinkage=0.00196078


Tree=9268
num_leaves=5
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split_feature=1 16 4 133
split_gain=8.0975e-06 2.69141e-05 2.55818e-05 1.99267e-05
threshold=0.10937500000000001 -0.071854999999999988 -0.0016099999999999997 1.0000000180025095e-35
decision_type=2 2 2 2
left_child=2 -2 3 -1
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leaf_value=0.0091800401964281016 0.015359707415510366 -0.0057598468303380265 -0.011822442162012087 -0.0081057893591587864
leaf_weight=0.001954856194635258 0.0011936253519486955 0.0012202999232535804 0.0018020872194557569 0.0010121993550965785
leaf_count=1116 305 243 666 791
internal_value=0 0.00468324 -0.00242477 0.00328305
internal_weight=0 0.00241393 0.00476914 0.00296706
internal_count=3121 548 2573 1907
is_linear=0
shrinkage=0.1


Tree=9269
num_leaves=6
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split_feature=52 0 0 2 13
split_gain=2.6564e-05 3.00601e-05 4.52455e-05 4.96032e-05 3.72479e-05
threshold=0.11434500000000002 -0.077999999999999986 -0.10607499999999999 0.11215000000000001 -0.0034749999999999994
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -3
right_child=-2 4 -4 -5 -6
leaf_value=0.00018033088544812677 -0.00037055115227623535 0.0003595040757609159 -0.00049406598033743636 -0.00034676333773075183 -0.00010559687220089996
leaf_weight=0.0018342255073686346 0.0010387334918067481 0.0013328720247627913 0.0010334883537277601 0.0010969287225905669 0.0013152970108129443
leaf_count=314 501 515 1269 154 368
internal_value=0 -3.32592e-05 -0.000141304 -1.69241e-05 0.000128497
internal_weight=0 0.00661281 0.00396464 0.00293115 0.00264817
internal_count=3121 2620 1737 468 883
is_linear=0
shrinkage=0.00196078


Tree=9270
num_leaves=6
num_cat=0
split_feature=457 1 43 2 2
split_gain=8.62272e-06 1.90117e-05 1.87158e-05 3.96337e-05 1.70906e-05
threshold=0.069910000000000014 0.12337000000000002 -0.063379999999999978 0.09142500000000002 0.10882500000000002
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_count=1161 267 275 835 326 257
internal_value=0 -0.00152478 -0.00399168 -0.00861185 -0.000627681
internal_weight=0 0.00614858 0.00513746 0.00323937 0.00212973
internal_count=3121 2854 2579 1418 583
is_linear=0
shrinkage=0.1


Tree=9271
num_leaves=5
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split_feature=42 49 15 4
split_gain=8.62773e-06 2.35885e-05 2.54183e-05 3.15532e-05
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decision_type=2 2 2 2
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leaf_weight=0.001705349270306287 0.0010384401252852829 0.0017796072150970616 0.0013991010259672431 0.001251619452500253
leaf_count=540 667 781 509 624
internal_value=0 0.00133283 0.0051797 0.011386
internal_weight=0 0.00613568 0.00443033 0.00265072
internal_count=3121 2454 1914 1133
is_linear=0
shrinkage=0.1


Tree=9272
num_leaves=5
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split_feature=15 42 2 0
split_gain=8.717e-06 2.93877e-05 3.33692e-05 3.39891e-05
threshold=1.0000000180025095e-35 0.079510000000000011 0.11389000000000002 -0.13027499999999997
decision_type=2 2 2 2
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leaf_weight=0.001225500645309404 0.0016099924760267304 0.0014504136479658531 0.0010560006368732313 0.0018237374346390177
leaf_count=186 1216 910 247 562
internal_value=0 0.00179392 0.00611699 0.0114227
internal_weight=0 0.00555565 0.00410524 0.00304924
internal_count=3121 1905 995 748
is_linear=0
shrinkage=0.1


Tree=9273
num_leaves=5
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split_feature=4 4 1 12
split_gain=8.55561e-06 1.3717e-05 1.95402e-05 1.47843e-05
threshold=0.27287000000000006 -0.0016099999999999997 0.104035 0.084100000000000022
decision_type=2 2 2 2
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right_child=-2 2 -4 -5
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leaf_weight=0.0015738510573466854 0.0012298477131313336 0.0011136524581395967 0.0014621484315825201 0.0017761256894483842
leaf_count=515 352 566 151 1537
internal_value=0 -0.00164968 -0.00713652 0.00256916
internal_weight=0 0.00592578 0.0025758 0.00334998
internal_count=3121 2769 717 2052
is_linear=0
shrinkage=0.1


Tree=9274
num_leaves=6
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split_feature=52 0 0 15 13
split_gain=1.85968e-05 4.6915e-05 3.20753e-05 4.63329e-05 2.86546e-05
threshold=0.11434500000000002 -0.077999999999999986 -0.10607499999999999 -0.092489999999999989 -0.0034749999999999994
decision_type=2 2 2 2 2
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internal_weight=0 0.00667592 0.00398176 0.00292999 0.00269416
internal_count=3121 2620 1737 468 883
is_linear=0
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Tree=9275
num_leaves=6
num_cat=0
split_feature=484 13 13 3 15
split_gain=3.03653e-05 2.91371e-05 4.71448e-05 2.50053e-05 3.6128e-05
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decision_type=2 2 2 2 2
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internal_weight=0 0.00685574 0.00250316 0.00435257 0.00297709
internal_count=3121 2727 1059 1668 1522
is_linear=0
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Tree=9276
num_leaves=6
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split_feature=52 13 2 48 2
split_gain=2.3202e-05 3.18761e-05 3.11136e-05 9.21923e-05 3.29914e-05
threshold=0.11434500000000002 -0.094514999999999988 0.11215000000000001 0.083985000000000018 0.084245000000000014
decision_type=2 2 2 2 2
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internal_weight=0 0.00673235 0.00491366 0.00387806 0.00280694
internal_count=3121 2620 2302 1989 1661
is_linear=0
shrinkage=0.00196078


Tree=9277
num_leaves=6
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split_feature=42 49 0 43 3
split_gain=8.39947e-06 1.87573e-05 2.44948e-05 2.17014e-05 5.26519e-06
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decision_type=2 2 2 2 2
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internal_weight=0 0.00603724 0.00460149 0.00259725 0.00200424
internal_count=3121 2259 1899 1563 336
is_linear=0
shrinkage=0.1


Tree=9278
num_leaves=7
num_cat=0
split_feature=484 48 0 16 15 13
split_gain=2.01104e-05 2.32163e-05 8.20254e-05 3.47928e-05 2.98291e-05 2.4405e-05
threshold=0.073690000000000019 0.083985000000000018 -0.18113999999999997 -0.15241499999999997 -0.016799999999999995 -0.0039049999999999992
decision_type=2 2 2 2 2 2
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leaf_count=353 394 81 455 513 906 419
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internal_weight=0 0.00671836 0.00224548 0.00447288 0.00311852 0.00210383
internal_count=3121 2727 536 2191 1838 1325
is_linear=0
shrinkage=0.00196078


Tree=9279
num_leaves=7
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split_feature=484 49 13 13 1 1
split_gain=2.74063e-05 2.06854e-05 2.74924e-05 3.02158e-05 3.85231e-05 3.00142e-05
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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=0.0010360917518667406 0.0010277214146531483 0.0010273916075826542 0.0014918365080214169 0.0011217096924166273 0.0010012092198758865 0.0010976639482174937
leaf_count=459 394 514 930 156 252 416
internal_value=0 -4.86119e-05 -9.44122e-05 -0.000198594 -0.000318843 8.20801e-05
internal_weight=0 0.0067759 0.00574851 0.00361476 0.00249305 0.00213376
internal_count=3121 2727 2213 1338 1182 875
is_linear=0
shrinkage=0.00196078


Tree=9280
num_leaves=6
num_cat=0
split_feature=484 48 0 16 12
split_gain=2.20601e-05 1.70212e-05 8.10914e-05 2.85997e-05 4.80088e-05
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decision_type=2 2 2 2 2
left_child=1 3 -3 -1 -5
right_child=-2 2 -4 4 -6
leaf_value=6.8609742948379351e-05 0.00026097855717742928 -0.00027571185941322439 0.00047208275484819651 9.3343421150450445e-06 -0.00052051276071901317
leaf_weight=0.001856022263032343 0.0010223407642808288 0.0011344640552482801 0.0010963151855210207 0.0013472322425413833 0.0012841784605730929
leaf_count=992 394 81 455 216 983
internal_value=0 -4.81896e-05 9.17914e-05 -0.000117777 -0.000249241
internal_weight=0 0.00671821 0.00223078 0.00448743 0.00263141
internal_count=3121 2727 536 2191 1199
is_linear=0
shrinkage=0.00196078


Tree=9281
num_leaves=6
num_cat=0
split_feature=52 13 2 48 2
split_gain=1.7681e-05 2.82439e-05 3.57539e-05 9.77489e-05 2.74257e-05
threshold=0.11434500000000002 -0.094514999999999988 0.11215000000000001 0.083985000000000018 0.084245000000000014
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.00023674326086821742 -0.00024194430246924227 7.6463242092276875e-06 -0.00037283398785573101 0.0005415489648930321 -0.00038234275242131653
leaf_weight=0.0018434198024017742 0.001067641819035718 0.001699721334547285 0.0010293501783577314 0.0010759268773531195 0.0011708604718377836
leaf_count=318 501 622 313 328 1039
internal_value=0 2.94216e-05 -4.73854e-05 3.74999e-05 -0.000151423
internal_weight=0 0.00681928 0.00497586 0.00394651 0.00287058
internal_count=3121 2620 2302 1989 1661
is_linear=0
shrinkage=0.00196078


Tree=9282
num_leaves=6
num_cat=0
split_feature=4 42 4 13 52
split_gain=8.35568e-06 1.25396e-05 3.14458e-05 3.82824e-05 2.10538e-05
threshold=0.27287000000000006 0.088915000000000008 0.055260000000000011 -0.0034749999999999994 -0.0064899999999999992
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.016007141012507851 0.0073830741914936359 -0.01125348375997888 -0.014743533872561599 -0.014324415790754629 0.0055614913006115383
leaf_weight=0.0016893449205810196 0.0012404056901635192 0.0011050590793470205 0.0010543612714448971 0.0010404930234815821 0.0010902805170560528
leaf_count=1071 352 783 222 347 346
internal_value=0 -0.00163559 0.000544818 0.00476444 -0.00414914
internal_weight=0 0.00597954 0.00487448 0.00382012 0.00213077
internal_count=3121 2769 1986 1764 693
is_linear=0
shrinkage=0.1


Tree=9283
num_leaves=6
num_cat=0
split_feature=1 16 15 0 4
split_gain=8.17378e-06 2.47082e-05 2.34457e-05 4.16486e-05 2.66448e-05
threshold=0.10937500000000001 -0.071854999999999988 1.0000000180025095e-35 -0.11437499999999999 -0.15464999999999998
decision_type=2 2 2 2 2
left_child=2 -2 3 -1 -5
right_child=1 -3 -4 4 -6
leaf_value=0.016013895337205108 0.01486494610775844 -0.0053271272806684452 -0.014047154035029513 0.003427454085043591 -0.018626654781208923
leaf_weight=0.0012931473004317972 0.0011982393468605947 0.0012261222918809665 0.0012817017308820811 0.001207170104302739 0.0010029540302701815
leaf_count=236 305 243 1153 181 1003
internal_value=0 0.00465279 -0.00247443 0.00175955 -0.0065807
internal_weight=0 0.00242436 0.00478497 0.00350327 0.00221012
internal_count=3121 548 2573 1420 1184
is_linear=0
shrinkage=0.1


Tree=9284
num_leaves=6
num_cat=0
split_feature=52 13 2 48 2
split_gain=1.93075e-05 3.20471e-05 3.71628e-05 7.80461e-05 3.49707e-05
threshold=0.11434500000000002 -0.094514999999999988 0.11215000000000001 0.083985000000000018 0.084245000000000014
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.00026004340330486471 -0.00025268465841165341 5.3304295043306216e-05 -0.00037997278604094139 0.00049803882731498227 -0.00039239343499685076
leaf_weight=0.0017861124365536061 0.0010331916869292298 0.0016482489973296539 0.0010190703193349456 0.0010462959316487916 0.0011484254947461011
leaf_count=318 501 622 313 328 1039
internal_value=0 3.54336e-05 -4.70788e-05 4.11973e-05 -0.000129717
internal_weight=0 0.00664815 0.00486204 0.00384297 0.00279667
internal_count=3121 2620 2302 1989 1661
is_linear=0
shrinkage=0.00196078


Tree=9285
num_leaves=6
num_cat=0
split_feature=52 13 2 48 12
split_gain=1.90263e-05 2.89543e-05 3.26038e-05 7.67049e-05 3.34902e-05
threshold=0.11434500000000002 -0.094514999999999988 0.11215000000000001 0.083985000000000018 0.085885000000000017
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.00025120810151860239 -0.0002502027433499346 5.4566971112179419e-05 -0.00035618071593013348 0.00049217860664201995 -0.00038218450671384903
leaf_weight=0.0017646531752556543 0.0010304429155756937 0.0015905521318552622 0.0010068814678605418 0.001048152265675254 0.001172674258136051
leaf_count=318 501 615 313 328 1046
internal_value=0 3.63297e-05 -4.2368e-05 4.05344e-05 -0.000130784
internal_weight=0 0.00658291 0.00481826 0.00381138 0.00276323
internal_count=3121 2620 2302 1989 1661
is_linear=0
shrinkage=0.00196078


Tree=9286
num_leaves=6
num_cat=0
split_feature=52 4 15 2 0
split_gain=7.93473e-06 2.39936e-05 1.93952e-05 4.06702e-05 1.57745e-05
threshold=-0.057699999999999994 0.0061450000000000003 -0.11713499999999999 0.10097500000000002 -0.078244999999999995
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.0042970916257322033 -0.013682657165232804 0.016137226780126232 0.0019867977123017647 -0.013251652005223262 0.018311225682237944
leaf_weight=0.0013009084400793739 0.0011555878642027289 0.0010292174717139368 0.0014344723863800423 0.001285530655348525 0.0010078297460893082
leaf_count=718 374 208 1154 327 340
internal_value=0 0.00472875 -0.00236357 0.00114522 0.00872316
internal_weight=0 0.00233013 0.00488342 0.00372783 0.0024423
internal_count=3121 926 2195 1821 1494
is_linear=0
shrinkage=0.1


Tree=9287
num_leaves=6
num_cat=0
split_feature=16 4 2 2 15
split_gain=8.52346e-06 1.68379e-05 2.80844e-05 2.41984e-05 2.89395e-05
threshold=-0.5048999999999999 0.098655000000000007 0.10981000000000002 0.092875000000000013 -0.028889999999999996
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.0080757103004356866 0.014542853213705922 -0.011438204807864706 0.015185908907292062 -0.015304096126785488 -0.0069281543386322574
leaf_weight=0.0010912678128541077 0.0011088532393552725 0.0013369064880941976 0.0011110004638336399 0.0011084360707903657 0.0014468457260415823
leaf_count=222 534 340 351 480 1194
internal_value=0 -0.00151863 0.00125857 -0.00296433 0.00238757
internal_weight=0 0.00611204 0.00477514 0.00366414 0.0025557
internal_count=3121 2899 2559 2208 1728
is_linear=0
shrinkage=0.1


Tree=9288
num_leaves=6
num_cat=0
split_feature=52 12 1 48 43
split_gain=1.72745e-05 2.87105e-05 3.1244e-05 6.73846e-05 2.33388e-05
threshold=0.11434500000000002 0.095110000000000014 0.11181500000000001 0.083985000000000018 -0.0037449999999999996
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.00033630114382251396 -0.00024371849162327909 0.00025858885840872472 -0.00031230065166288403 0.00043071028006649978 3.5854210647344592e-05
leaf_weight=0.0011762330636456984 0.0010347382844254774 0.0015887618787684549 0.0012518134306006173 0.0011942303443201103 0.0014422908549319316
leaf_count=966 501 558 294 329 473
internal_value=0 2.8618e-05 -4.35242e-05 4.47212e-05 -0.000131317
internal_weight=0 0.00665333 0.00506457 0.00381275 0.00261852
internal_count=3121 2620 2062 1768 1439
is_linear=0
shrinkage=0.00196078


Tree=9289
num_leaves=6
num_cat=0
split_feature=52 12 13 16 3
split_gain=1.87388e-05 2.98975e-05 4.41363e-05 4.38129e-05 2.79178e-05
threshold=0.11434500000000002 0.097825000000000009 -0.094514999999999988 -0.073849999999999985 -0.015584999999999998
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.00028350430690624192 -0.00025079194520298038 0.00029362326815757944 -0.00039500530148140118 0.00025218272318149347 -0.00016834648005693939
leaf_weight=0.0012751483819499875 0.0010356487387785558 0.0013460297068599372 0.0015370296731148417 0.0011368664097970442 0.0013021051078863565
leaf_count=271 501 409 871 820 249
internal_value=0 3.29071e-05 -3.39224e-05 -0.000135725 2.76728e-05
internal_weight=0 0.00659718 0.00525115 0.003976 0.00243897
internal_count=3121 2620 2211 1940 1069
is_linear=0
shrinkage=0.00196078


Tree=9290
num_leaves=7
num_cat=0
split_feature=484 49 52 15 15 3
split_gain=2.97691e-05 2.54291e-05 4.89534e-05 6.15823e-05 5.83887e-05 2.58071e-05
threshold=0.073690000000000019 -0.081404999999999991 -0.07167999999999998 -0.11713499999999999 -0.031204999999999997 -0.020429999999999997
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=0.00023407437880375989 0.00031257239218526007 -0.00047870292824967267 -0.00041260073708743113 0.00048349766190198759 0.00012211648252261813 -0.00029115647469435201
leaf_weight=0.0010280241627370146 0.0010026794433796327 0.0010708027449023707 0.0011225356461024307 0.0011230948342123002 0.0013202512226320577 0.0010374097706702596
leaf_count=213 394 591 317 415 1088 103
internal_value=0 -4.96756e-05 -0.000101085 -1.32448e-05 0.000115547 -5.97304e-05
internal_weight=0 0.00670212 0.00567409 0.00460329 0.00348076 0.00235766
internal_count=3121 2727 2514 1923 1606 1191
is_linear=0
shrinkage=0.00196078


Tree=9291
num_leaves=5
num_cat=0
split_feature=4 13 13 1
split_gain=8.23462e-06 1.48495e-05 3.25323e-05 3.10864e-05
threshold=0.24564500000000003 -0.13710499999999998 -0.0034749999999999994 0.086560000000000012
decision_type=2 2 2 2
left_child=1 -1 -3 -4
right_child=-2 2 3 -5
leaf_value=-0.01293657241589897 0.0058997511428355211 0.012309476953838203 0.0069649088681084494 -0.014075255280128918
leaf_weight=0.0010088524739675685 0.0017505984447577349 0.0015312194981693824 0.0011685911110988192 0.0017595562924283199
leaf_count=166 426 1701 466 362
internal_value=0 -0.00198047 0.000498151 -0.00567836
internal_weight=0 0.00546822 0.00445937 0.00292815
internal_count=3121 2695 2529 828
is_linear=0
shrinkage=0.1


Tree=9292
num_leaves=6
num_cat=0
split_feature=13 16 151 2 2
split_gain=8.3576e-06 2.85586e-05 2.8911e-05 4.44368e-05 6.58095e-05
threshold=0.11217000000000001 0.15891500000000003 -0.0083949999999999979 0.088850000000000012 0.11215000000000001
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.011554723455418249 0.007514443209174027 -0.016705814823801068 -0.0074345739827808184 0.031578361286392097 -0.0028057673867566495
leaf_weight=0.0012561574407589423 0.0012111420736811923 0.0010346793714407646 0.0014799203234203274 0.0011488239675463223 0.0010798587982757063
leaf_count=477 217 438 1154 552 283
internal_value=0 -0.00159251 0.00155718 0.00599837 0.0149183
internal_weight=0 0.00599944 0.00496476 0.0037086 0.00222868
internal_count=3121 2904 2466 1989 835
is_linear=0
shrinkage=0.1


Tree=9293
num_leaves=5
num_cat=0
split_feature=3 12 3 1
split_gain=9.42729e-06 1.59723e-05 3.10443e-05 2.81494e-05
threshold=0.13524500000000003 0.051320000000000005 -0.086554999999999979 0.094090000000000021
decision_type=2 2 2 2
left_child=1 3 -3 -1
right_child=-2 2 -4 -5
leaf_value=-0.0068711894708445263 0.0084551142350262273 0.002048910521635449 -0.018334069988785628 0.012425786947559086
leaf_weight=0.0014022598398079603 0.0011023253816506264 0.0017389461109346737 0.0013102059048180669 0.0016401174120451768
leaf_count=249 192 839 1434 407
internal_value=0 -0.00159466 -0.00670956 0.00353163
internal_weight=0 0.00609153 0.00304915 0.00304238
internal_count=3121 2929 2273 656
is_linear=0
shrinkage=0.1


Tree=9294
num_leaves=6
num_cat=0
split_feature=484 3 4 52 3
split_gain=2.10974e-05 3.44975e-05 3.54853e-05 5.19996e-05 4.03791e-05
threshold=0.073690000000000019 0.10893000000000001 0.071150000000000005 0.077655000000000016 -0.069009999999999974
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.00052987675532727976 0.00025918261316877416 -0.0002814179448428299 0.00025077250551561571 0.00026424488857170587 1.5953437900034943e-05
leaf_weight=0.0010878620916942019 0.0010206300648189712 0.0017383015530731344 0.0018965333122464723 0.0010634503066532883 0.0010001279665317053
leaf_count=983 394 225 409 812 298
internal_value=0 -4.31838e-05 3.88537e-05 -8.86788e-05 -0.000268429
internal_weight=0 0.00678628 0.00504797 0.00315144 0.00208799
internal_count=3121 2727 2502 2093 1281
is_linear=0
shrinkage=0.00196078


Tree=9295
num_leaves=6
num_cat=0
split_feature=13 3 1 43 1
split_gain=8.45208e-06 2.05589e-05 3.83411e-05 1.87548e-05 1.61489e-05
threshold=-0.084034999999999985 0.10893000000000001 0.102705 -0.088004999999999986 0.08844500000000001
decision_type=2 2 2 2 2
left_child=4 2 3 -2 -1
right_child=1 -3 -4 -5 -6
leaf_value=-0.0031375286447084452 0.0040926047817550467 -0.014353663374812151 0.014851342373549702 -0.013462008476472219 0.013801009002829257
leaf_weight=0.0011684472300632937 0.0010407551212678267 0.0011096025594728755 0.0013265039885141938 0.001465661151823793 0.0010859628491198864
leaf_count=610 399 108 426 1266 312
internal_value=0 -0.00236678 0.00110334 -0.0061727 0.00502187
internal_weight=0 0.00494252 0.00383292 0.00250642 0.00225441
internal_count=3121 2199 2091 1665 922
is_linear=0
shrinkage=0.1


Tree=9296
num_leaves=6
num_cat=0
split_feature=484 1 12 13 48
split_gain=1.87668e-05 2.26919e-05 3.5915e-05 5.59396e-05 2.6392e-05
threshold=0.073690000000000019 0.12500000000000003 0.098810000000000023 -0.076599999999999988 0.016865000000000002
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.00025470870442517588 0.00024390777591068411 0.00022601867705807682 -0.00041912059601844005 -0.00034106851437555401 4.0086059084364322e-05
leaf_weight=0.00180109550392833 0.0010197323353548287 0.0010334089771799528 0.0010410044728551811 0.0017113494492911724 0.0011800436964031769
leaf_count=915 394 232 387 963 230
internal_value=0 -4.1432e-05 -8.96375e-05 -1.65433e-05 -0.000185511
internal_weight=0 0.0067669 0.00573349 0.00469249 0.00289139
internal_count=3121 2727 2495 2108 1193
is_linear=0
shrinkage=0.00196078


Tree=9297
num_leaves=6
num_cat=0
split_feature=52 13 2 48 12
split_gain=1.71079e-05 2.93319e-05 3.15896e-05 8.0602e-05 3.52487e-05
threshold=0.11434500000000002 -0.094514999999999988 0.11215000000000001 0.083985000000000018 0.085885000000000017
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.00025157827363266717 -0.00023842853278796474 5.4596925073566073e-05 -0.00035483455831456672 0.00050516067858328553 -0.00039300551499304705
leaf_weight=0.0017528455204445029 0.0010203054522442976 0.0015745031679544935 0.00100013346504318 0.0010295166518918407 0.0011858917886622231
leaf_count=318 501 615 313 328 1046
internal_value=0 3.45517e-05 -4.48659e-05 3.69329e-05 -0.000137697
internal_weight=0 0.00654289 0.00479005 0.00378991 0.00276039
internal_count=3121 2620 2302 1989 1661
is_linear=0
shrinkage=0.00196078


Tree=9298
num_leaves=6
num_cat=0
split_feature=15 43 42 3 1
split_gain=8.23349e-06 1.84278e-05 2.648e-05 2.77746e-05 2.94587e-05
threshold=-0.11713499999999999 -0.17390999999999998 0.086325000000000013 -0.078584999999999988 0.094465000000000007
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0068859435543684247 0.013152744022943849 0.017007011284639478 -0.01551577267305379 -0.011720574030997022 0.0095013260873744454
leaf_weight=0.0014159651519751399 0.0011181129090105171 0.0010008899732143611 0.0010054138833371002 0.0015106098399884469 0.0011536276641524934
leaf_count=484 184 947 950 286 270
internal_value=0 0.00162117 -0.00113945 0.00280425 -0.00253139
internal_weight=0 0.00578865 0.00467054 0.00366513 0.00266424
internal_count=3121 2637 2453 1503 556
is_linear=0
shrinkage=0.1


Tree=9299
num_leaves=6
num_cat=0
split_feature=484 13 1 3 15
split_gain=2.44323e-05 2.9669e-05 4.20671e-05 2.05662e-05 3.29766e-05
threshold=0.073690000000000019 -0.076599999999999988 0.08844500000000001 0.097915000000000016 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -3
right_child=-2 3 -4 -5 -6
leaf_value=-0.00011654501885681882 0.00028221465356182676 0.00014610627519558809 0.00039805418164515677 -0.00033618293190320584 -0.0002684202417965633
leaf_weight=0.0012635316798837275 0.0010400180797025321 0.0015920820721304716 0.0011821759343699431 0.0013737843519724818 0.0013751311389280209
leaf_count=676 394 666 383 146 856
internal_value=0 -4.0525e-05 0.000132196 -0.000137835 -4.60027e-05
internal_weight=0 0.00678671 0.00244571 0.004341 0.00296721
internal_count=3121 2727 1059 1668 1522
is_linear=0
shrinkage=0.00196078


Tree=9300
num_leaves=6
num_cat=0
split_feature=42 49 16 52 13
split_gain=9.86229e-06 1.63303e-05 2.60661e-05 2.50061e-05 2.42792e-05
threshold=-1.0000000180025095e-35 -0.047584999999999995 -0.18708499999999997 -0.069804999999999992 -0.036034999999999991
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=-0.0085202191713850996 0.010883544318052588 -0.013038719339882163 -0.0096771270669037627 -0.0014620514505658546 0.019237880436636323
leaf_weight=0.0011526080530572151 0.0014365248355277804 0.0013458968708414303 0.0010003521222591003 0.0010898699066066698 0.0011802281077047758
leaf_count=862 360 298 521 898 182
internal_value=0 0.00157228 -0.00132522 0.00349527 0.00929988
internal_weight=0 0.00605287 0.00461635 0.00327045 0.0022701
internal_count=3121 2259 1899 1601 1080
is_linear=0
shrinkage=0.1


Tree=9301
num_leaves=6
num_cat=0
split_feature=13 160 16 4 1
split_gain=9.308e-06 2.11926e-05 2.87407e-05 1.66632e-05 1.29895e-05
threshold=-0.084034999999999985 -0.064219999999999985 -0.016164999999999995 0.033845000000000007 0.08844500000000001
decision_type=2 2 2 2 2
left_child=4 -2 3 -3 -1
right_child=1 2 -4 -5 -6
leaf_value=-0.002022393305593661 0.0097020717355387268 0.011005611811374478 -0.015921144499480525 -0.0065569723632395091 0.01315841412706332
leaf_weight=0.0011715329088640141 0.0011091837523246745 0.0010052283928055534 0.0016557494636974569 0.0011678831859268368 0.0010862560864225857
leaf_count=610 495 747 675 282 312
internal_value=0 -0.00246953 -0.00599553 0.00156705 0.00528132
internal_weight=0 0.00493804 0.00382886 0.00217311 0.00225779
internal_count=3121 2199 1704 1029 922
is_linear=0
shrinkage=0.1


Tree=9302
num_leaves=6
num_cat=0
split_feature=52 13 43 1 13
split_gain=2.15843e-05 2.92773e-05 2.48832e-05 4.2304e-05 3.34841e-05
threshold=0.11434500000000002 -0.094514999999999988 -0.04890499999999999 0.10612500000000001 -0.00096999999999999983
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -3
right_child=-2 2 3 -5 -6
leaf_value=0.00025534045015234574 -0.00026674046233511888 0.00037633851210853043 2.7886334692735864e-05 -0.00048044299038245235 -0.00011530728681600875
leaf_weight=0.0017535819554840865 0.0010306038414785871 0.0010091323114474965 0.0016397337428753784 0.0010215845498946514 0.0011278198546081572
leaf_count=318 501 811 1028 162 301
internal_value=0 3.85239e-05 -4.07141e-05 -0.000167243 0.000116862
internal_weight=0 0.00655185 0.00479827 0.00266132 0.00213695
internal_count=3121 2620 2302 1190 1112
is_linear=0
shrinkage=0.00196078


Tree=9303
num_leaves=6
num_cat=0
split_feature=484 151 13 16 13
split_gain=2.68504e-05 1.92571e-05 3.54727e-05 5.12036e-05 6.08508e-05
threshold=0.073690000000000019 -0.0083949999999999979 0.0076650000000000008 0.058835000000000005 -0.086589999999999986
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.00026382328008372357 0.00028997247013124919 -0.00013218720763058905 -0.00026288989842000921 -0.00027456575701481547 0.00045949720461593298
leaf_weight=0.0013380459197106821 0.0010070609284781361 0.0010802786019484174 0.001444669783170695 0.0010418054016065551 0.0017521217064612473
leaf_count=444 394 454 409 318 1102
internal_value=0 -5.356e-05 -6.65022e-07 9.71172e-05 0.000233829
internal_weight=0 0.00665692 0.00531888 0.00387421 0.0028324
internal_count=3121 2727 2283 1874 1556
is_linear=0
shrinkage=0.00196078


Tree=9304
num_leaves=5
num_cat=0
split_feature=51 47 1 15
split_gain=9.35328e-06 1.74319e-05 3.93759e-05 2.47056e-05
threshold=0.08955500000000001 0.077555000000000013 0.077565000000000009 -0.049819999999999996
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=-0.005691389821671374 -0.0089044569630150824 -0.0070495815429153386 0.02530566658345957 0.0048733919233371163
leaf_weight=0.0019908261116383455 0.0010220898039739945 0.0017435968537785817 0.0010028708945617427 0.0014436831307742051
leaf_count=1368 409 363 340 641
internal_value=0 0.00142239 0.00475131 0.0132488
internal_weight=0 0.00618098 0.00443738 0.00244655
internal_count=3121 2712 2349 981
is_linear=0
shrinkage=0.1


Tree=9305
num_leaves=6
num_cat=0
split_feature=52 0 13 15 1
split_gain=2.45375e-05 3.39382e-05 4.05152e-05 3.04031e-05 2.92664e-05
threshold=0.11434500000000002 -0.077999999999999986 -0.0034749999999999994 -0.11713499999999999 0.094090000000000021
decision_type=2 2 2 2 2
left_child=1 3 -3 -1 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.00035959007957473495 -0.00028345058739103065 0.00044023040155287749 -3.5933132076825479e-05 -0.00014376478653970319 0.00025062401648215724
leaf_weight=0.0010755036776161375 0.0010606197104243266 0.0013922549804789802 0.0013562721334589975 0.0016858778713023689 0.0012671129065924798
leaf_count=279 501 515 368 1246 212
internal_value=0 3.72784e-05 0.000205266 -7.73344e-05 2.54654e-05
internal_weight=0 0.00677702 0.00274853 0.00402849 0.00295299
internal_count=3121 2620 883 1737 1458
is_linear=0
shrinkage=0.00196078


Tree=9306
num_leaves=6
num_cat=0
split_feature=50 4 457 16 52
split_gain=2.12762e-05 2.96328e-05 2.38342e-05 2.41995e-05 2.31515e-05
threshold=0.079410000000000008 0.27834500000000006 0.045365000000000009 -0.084119999999999986 0.091275000000000009
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.00027863201484366206 -0.00026543082711297407 0.00032659355041181283 0.00024961876362484788 -0.00010983566255906505 0.00023996010386789367
leaf_weight=0.0016006804822251051 0.0010665829649142318 0.0011034618077882538 0.0010078997593631657 0.0019970907618035278 0.001144272370414371
leaf_count=572 609 315 239 1051 335
internal_value=0 3.22761e-05 -2.42058e-05 -8.2406e-05 1.75809e-05
internal_weight=0 0.00685341 0.00574994 0.00474204 0.00314136
internal_count=3121 2512 2197 1958 1386
is_linear=0
shrinkage=0.00196078


Tree=9307
num_leaves=6
num_cat=0
split_feature=52 0 13 15 1
split_gain=1.82556e-05 3.39251e-05 3.03748e-05 2.75658e-05 3.43129e-05
threshold=0.11434500000000002 -0.077999999999999986 -0.0034749999999999994 -0.11713499999999999 0.094090000000000021
decision_type=2 2 2 2 2
left_child=1 3 -3 -1 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.0003520893983184264 -0.00024338387980732032 0.00040646946074094384 -7.8440056599067827e-06 -0.00016858314368359118 0.00025715190689033361
leaf_weight=0.0010702130095031552 0.0010747411577036224 0.0013714089948982573 0.001350053355170792 0.0016880561630304601 0.0012795488180434391
leaf_count=279 501 515 368 1246 212
internal_value=0 3.17336e-05 0.000200938 -8.23093e-05 1.4982e-05
internal_weight=0 0.00675928 0.00272146 0.00403782 0.0029676
internal_count=3121 2620 883 1737 1458
is_linear=0
shrinkage=0.00196078


Tree=9308
num_leaves=5
num_cat=0
split_feature=16 52 3 16
split_gain=8.90715e-06 2.4048e-05 2.21544e-05 1.83127e-05
threshold=0.013515000000000001 -0.0064899999999999992 -0.013929999999999998 -0.36241499999999999
decision_type=2 2 2 2
left_child=1 -1 -2 -3
right_child=2 3 -4 -5
leaf_value=-0.015019442323756347 0.014149406227268175 -0.0068894197388819842 -0.0042013569506524394 0.0079043010176144939
leaf_weight=0.0011798368040594124 0.0012616204495508104 0.0014682268253890197 0.0013747875893857092 0.0019455205391864555
leaf_count=609 578 387 189 1358
internal_value=0 -0.00271199 0.00458017 0.00154163
internal_weight=0 0.00459358 0.00263641 0.00341375
internal_count=3121 2354 767 1745
is_linear=0
shrinkage=0.1


Tree=9309
num_leaves=6
num_cat=0
split_feature=52 13 47 4 1
split_gain=2.5478e-05 4.11837e-05 3.8591e-05 5.96926e-05 6.22475e-05
threshold=0.11434500000000002 -0.094514999999999988 0.092530000000000015 0.0061450000000000003 0.086560000000000012
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.00028547892785557686 -0.00028527640080030359 0.00010287992697166829 -0.00038428610863538033 0.00034617893048621774 -0.00052449345038901645
leaf_weight=0.0018834330948110109 0.0010846785574127969 0.0015153568960792215 0.0010727650224224821 0.0014866148861978437 0.0010155070968605904
leaf_count=318 501 1104 224 435 539
internal_value=0 3.77619e-05 -5.38954e-05 3.43269e-05 -0.000148853
internal_weight=0 0.00697368 0.00509024 0.00401748 0.00253086
internal_count=3121 2620 2302 2078 1643
is_linear=0
shrinkage=0.00196078


Tree=9310
num_leaves=6
num_cat=0
split_feature=52 13 2 48 12
split_gain=1.86643e-05 2.81284e-05 2.77084e-05 7.46299e-05 3.27248e-05
threshold=0.11434500000000002 -0.094514999999999988 0.11215000000000001 0.083985000000000018 0.085885000000000017
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.00024182227796031505 -0.00025260639461398954 4.6012813018399524e-05 -0.00033571909010672617 0.00047825033484681347 -0.00038355222414701942
leaf_weight=0.0017763525112754266 0.0010328037654760494 0.0015944929948841144 0.0010091599375668257 0.0010382140974116213 0.0011912224368531442
leaf_count=318 501 615 313 328 1046
internal_value=0 3.08293e-05 -4.6719e-05 2.95501e-05 -0.000137677
internal_weight=0 0.00660944 0.00483309 0.00382393 0.00278572
internal_count=3121 2620 2302 1989 1661
is_linear=0
shrinkage=0.00196078


Tree=9311
num_leaves=6
num_cat=0
split_feature=3 13 13 49 0
split_gain=1.06817e-05 5.47952e-05 4.21979e-05 1.82847e-05 1.56606e-05
threshold=-0.078934999999999991 -0.023499999999999997 -0.061684999999999997 -0.009244999999999998 -0.11437499999999999
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -5
right_child=2 -3 3 4 -6
leaf_value=-0.022022391374738041 0.015265095958745825 0.0078148830031475863 -0.015295441298138771 0.0099319777869362382 -0.0076899243421513115
leaf_weight=0.0011017636283972405 0.0017147137989548525 0.001394555137344071 0.0010167632209233321 0.0010120286955130264 0.0010052617629494227
leaf_count=956 671 786 184 137 387
internal_value=0 -0.00535396 0.00272586 -0.00436076 0.00115058
internal_weight=0 0.00249632 0.00474877 0.00303405 0.00201729
internal_count=3121 1742 1379 708 524
is_linear=0
shrinkage=0.1


Tree=9312
num_leaves=6
num_cat=0
split_feature=52 4 16 52 2
split_gain=9.69774e-06 2.17586e-05 1.65901e-05 4.90376e-05 2.45901e-05
threshold=-0.057699999999999994 0.0061450000000000003 -0.078844999999999985 0.096795000000000006 0.10644500000000001
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -2
right_child=2 -3 3 -5 -6
leaf_value=-0.0033629498607126648 0.010534879280208433 0.016093883060283403 -0.024597641410162199 0.0054251754668610992 -0.0087881425691408253
leaf_weight=0.0012968925175752457 0.0016089443420896552 0.0010322261489372321 0.001052682242716835 0.0011259166479171789 0.001114970438932237
leaf_count=718 954 208 610 373 258
internal_value=0 0.00525999 -0.00257698 -0.00908162 0.00262545
internal_weight=0 0.00232912 0.00490251 0.0021786 0.00272391
internal_count=3121 926 2195 983 1212
is_linear=0
shrinkage=0.1


Tree=9313
num_leaves=7
num_cat=0
split_feature=484 48 0 52 2 43
split_gain=2.32082e-05 3.20605e-05 8.75422e-05 3.21794e-05 4.2339e-05 3.34388e-05
threshold=0.073690000000000019 0.083985000000000018 -0.18113999999999997 -1.0000000180025095e-35 0.10097500000000002 -0.0037449999999999996
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=-0.00043246112114229019 0.00027122119929983768 -0.00023762637904153558 0.00053057617484846399 -0.00014481616526500031 -0.00035499056240353597 0.00032572595327298341
leaf_weight=0.0010998348138965609 0.0010216754024547844 0.0011468368921318875 0.0011345452432803228 0.0010967237907571075 0.0011535518999342726 0.0012339482012442289
leaf_count=686 394 81 455 753 309 443
internal_value=0 -4.55304e-05 0.000144405 -0.000140057 -4.77565e-05 0.000104307
internal_weight=0 0.00686544 0.00228138 0.00458406 0.00348422 0.00233067
internal_count=3121 2727 536 2191 1505 1196
is_linear=0
shrinkage=0.00196078


Tree=9314
num_leaves=5
num_cat=0
split_feature=457 13 42 2
split_gain=9.31153e-06 1.9345e-05 3.40596e-05 2.81763e-05
threshold=0.069910000000000014 -0.0030199999999999997 0.075730000000000006 0.10584500000000001
decision_type=2 2 2 2
left_child=1 2 -1 -3
right_child=-2 3 -4 -5
leaf_value=0.016285135182623745 0.0087096900071047968 -0.014795466101955103 -0.0054146016480017137 0.0039672065421693407
leaf_weight=0.0013201640041462319 0.0010388131621445499 0.0018782884352239277 0.0015999148678974367 0.0013946754442811229
leaf_count=638 267 559 1368 289
internal_value=0 -0.00152123 0.00439582 -0.00680032
internal_weight=0 0.00619304 0.00292008 0.00327296
internal_count=3121 2854 2006 848
is_linear=0
shrinkage=0.1


Tree=9315
num_leaves=5
num_cat=0
split_feature=15 52 3 12
split_gain=7.76338e-06 2.7011e-05 2.72054e-05 6.06712e-05
threshold=1.0000000180025095e-35 -0.081429999999999989 0.10893000000000001 0.082095000000000015
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=0.013940829330798619 -0.0061310066425464445 0.015878083265309605 -0.013575936166542568 -0.013844493160940666
leaf_weight=0.0013669424812516118 0.0016251930052668803 0.0016408619742135783 0.0014091120375545737 0.0011811103941355653
leaf_count=658 1216 373 180 694
internal_value=0 0.00171992 -0.00222831 0.00343797
internal_weight=0 0.00559803 0.00423108 0.00282197
internal_count=3121 1905 1247 1067
is_linear=0
shrinkage=0.1


Tree=9316
num_leaves=6
num_cat=0
split_feature=16 4 2 2 12
split_gain=9.12206e-06 1.64859e-05 2.2039e-05 2.26312e-05 3.00626e-05
threshold=-0.5048999999999999 0.098655000000000007 0.10981000000000002 0.092875000000000013 0.084100000000000022
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.0083634337335578984 0.013031591669163806 -0.011326745217856442 0.013572718404778276 -0.014428624158685425 -0.0086982677606895365
leaf_weight=0.0010951442830602863 0.0013342048351864114 0.001344644087239273 0.0011072647659748076 0.0011125332310092154 0.0012177778695208589
leaf_count=222 401 340 351 480 1327
internal_value=0 -0.00154664 0.0012093 -0.00252641 0.00266234
internal_weight=0 0.00611642 0.00477178 0.00366452 0.00255198
internal_count=3121 2899 2559 2208 1728
is_linear=0
shrinkage=0.1


Tree=9317
num_leaves=6
num_cat=0
split_feature=484 13 13 3 15
split_gain=2.83312e-05 2.20477e-05 4.57619e-05 2.39008e-05 4.73051e-05
threshold=0.073690000000000019 -0.076599999999999988 -0.13710499999999998 0.10732000000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -3
right_child=-2 3 -4 -5 -6
leaf_value=-0.00014700608416309965 0.00030085572303973913 0.00015925314202654101 0.00039473386148270622 -0.00039255843513525746 -0.00032368059550428625
leaf_weight=0.0013352901168344046 0.0010012718404076235 0.0017751583046423612 0.0010879236959744586 0.0010642270743216643 0.0013907775186938998
leaf_count=227 394 686 832 107 875
internal_value=0 -5.29197e-05 9.6213e-05 -0.000138349 -5.28969e-05
internal_weight=0 0.00665338 0.00242321 0.00423016 0.00316594
internal_count=3121 2727 1059 1668 1561
is_linear=0
shrinkage=0.00196078


Tree=9318
num_leaves=6
num_cat=0
split_feature=50 4 52 2 4
split_gain=1.9877e-05 2.81473e-05 2.09074e-05 3.47456e-05 6.28358e-05
threshold=0.079410000000000008 0.27834500000000006 -0.088204999999999992 0.10097500000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.00022121376420757626 -0.00025176285143746366 0.00032441467721035537 0.00045854485230253 -0.00021348708119003597 -0.00011439290788725065
leaf_weight=0.0014518210108709585 0.001056203362177187 0.0011008320458260603 0.0014596282038539579 0.001317015790720538 0.0014844062068786288
leaf_count=574 609 315 990 319 314
internal_value=0 3.73214e-05 -1.79996e-05 5.12394e-05 0.000169665
internal_weight=0 0.0068137 0.00571287 0.00426105 0.00294403
internal_count=3121 2512 2197 1623 1304
is_linear=0
shrinkage=0.00196078


Tree=9319
num_leaves=6
num_cat=0
split_feature=52 12 1 48 43
split_gain=2.27015e-05 2.68185e-05 3.47894e-05 6.64306e-05 2.26366e-05
threshold=0.11434500000000002 0.095110000000000014 0.11181500000000001 0.083985000000000018 -0.0037449999999999996
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.00031997404199098138 -0.00027781646545432174 0.00025622455546544815 -0.00032087543016441709 0.00044271995790953262 4.7008630834164766e-05
leaf_weight=0.001169444463739725 0.0010360248189806688 0.0015909661417136019 0.0012405222510102508 0.0011836371289683316 0.0014443401977992493
leaf_count=966 501 558 294 329 473
internal_value=0 3.42916e-05 -3.57941e-05 5.73348e-05 -0.000117185
internal_weight=0 0.00662891 0.00503794 0.00379742 0.00261378
internal_count=3121 2620 2062 1768 1439
is_linear=0
shrinkage=0.00196078


Tree=9320
num_leaves=6
num_cat=0
split_feature=3 2 13 4 15
split_gain=2.05146e-05 4.61084e-05 4.40807e-05 3.4241e-05 5.34534e-05
threshold=-0.078934999999999991 0.08622500000000001 -0.061684999999999997 0.0061450000000000003 -0.095869999999999983
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -5
right_child=2 -3 3 4 -6
leaf_value=-0.00045129003152560827 0.00031405444638493468 7.185962582247482e-05 -0.00032804557315960496 -0.00022598393802831509 0.00040643724884111308
leaf_weight=0.001090832249640144 0.0018368144354582085 0.0015945302510172424 0.0012057828380448738 0.0010344303998504395 0.0010209913034032623
leaf_count=785 671 957 396 164 148
internal_value=0 -0.000140651 7.11085e-05 -6.57265e-05 8.81592e-05
internal_weight=0 0.00268536 0.00509802 0.0032612 0.00205542
internal_count=3121 1742 1379 708 312
is_linear=0
shrinkage=0.00196078


Tree=9321
num_leaves=6
num_cat=0
split_feature=43 43 52 16 0
split_gain=1.70111e-05 3.96641e-05 1.7162e-05 5.19772e-05 2.81152e-05
threshold=-0.04890499999999999 -0.092909999999999979 -0.069804999999999992 -0.008904999999999998 -0.10474999999999998
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-6.4182786450767509e-05 -0.00028282444592619629 0.000411539470599836 -0.00030956132302588135 0.00035930468792058179 0.00010144484623128569
leaf_weight=0.0018078591534847323 0.0011791269524923194 0.0010742157082912578 0.0016967802367069628 0.0010478979230709616 0.0010273029498406925
leaf_count=465 359 990 281 165 861
internal_value=0 0.00011313 -7.63494e-05 -1.1805e-05 -0.000154563
internal_weight=0 0.00288207 0.00495111 0.00377198 0.00272408
internal_count=3121 1455 1666 1307 1142
is_linear=0
shrinkage=0.00196078


Tree=9322
num_leaves=5
num_cat=0
split_feature=4 16 2 2
split_gain=8.86873e-06 1.52006e-05 3.70979e-05 3.32113e-05
threshold=0.24564500000000003 -0.079109999999999986 0.10644500000000001 0.090050000000000005
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=-0.0099682979003626639 0.0061172606774147348 0.0037304090654560217 0.017410949228321562 -0.019027877826268507
leaf_weight=0.001677678946946197 0.0017621577738076198 0.0017421873551871447 0.0010541023872275984 0.0010146767198029696
leaf_count=956 426 923 354 462
internal_value=0 -0.00203671 0.00145497 -0.00464588
internal_weight=0 0.00548865 0.00381097 0.00275686
internal_count=3121 2695 1739 1385
is_linear=0
shrinkage=0.1


Tree=9323
num_leaves=6
num_cat=0
split_feature=13 13 3 15 1
split_gain=9.66031e-06 1.97992e-05 1.72787e-05 5.09673e-05 6.06334e-06
threshold=-0.076599999999999988 -0.13710499999999998 0.10893000000000001 -1.0000000180025095e-35 0.10205500000000002
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=-0.0031582207140497445 0.0056854548179585294 0.014750690122160385 -0.013574234001049261 -0.012607780990170778 0.016636108893258342
leaf_weight=0.0013556177253532249 0.0010000974131535562 0.0011334778438394501 0.0011164966160260876 0.0016134797472950853 0.0010226684933576044
leaf_count=266 516 1007 108 937 287
internal_value=0 0.00499709 -0.00269292 0.00064815 0.0112219
internal_weight=0 0.0024891 0.00475274 0.00363625 0.00202277
internal_count=3121 1273 1848 1740 803
is_linear=0
shrinkage=0.1


Tree=9324
num_leaves=5
num_cat=0
split_feature=151 4 1 2
split_gain=8.8259e-06 3.99992e-05 3.69891e-05 1.53541e-05
threshold=-0.0083949999999999979 0.24564500000000003 0.090840000000000018 0.092365000000000017
decision_type=2 2 2 2
left_child=-1 2 3 -2
right_child=1 -3 -4 -5
leaf_value=-0.0070471294116462692 0.011805727774111256 0.017677186345970427 -0.014031373684866703 -0.0029871607321468206
leaf_weight=0.0014412463608898494 0.0014188098115290085 0.0012330028282320875 0.0017508050939796758 0.0013881168321994851
leaf_count=554 1107 330 542 588
internal_value=0 0.00169812 -0.00262469 0.00449016
internal_weight=0 0.00579073 0.00455773 0.00280693
internal_count=3121 2567 2237 1695
is_linear=0
shrinkage=0.1


Tree=9325
num_leaves=6
num_cat=0
split_feature=52 0 0 15 13
split_gain=2.09609e-05 3.12121e-05 3.39182e-05 5.85775e-05 3.08481e-05
threshold=0.11434500000000002 -0.077999999999999986 -0.10607499999999999 -0.092489999999999989 -0.0034749999999999994
decision_type=2 2 2 2 2
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right_child=-2 4 -4 -5 -6
leaf_value=-0.00020454219407548514 -0.00026634579021768087 0.00040524495377157211 -0.00038263969167763427 0.00035610766466041615 -1.5763052556845453e-05
leaf_weight=0.0017094370031075562 0.0010367851232013087 0.0013532116671402538 0.0010322671445843284 0.0012334786629485503 0.0013236130346949467
leaf_count=228 501 515 1269 240 368
internal_value=0 3.33931e-05 -7.68234e-05 3.04457e-05 0.000197069
internal_weight=0 0.00665201 0.00397518 0.00294292 0.00267682
internal_count=3121 2620 1737 468 883
is_linear=0
shrinkage=0.00196078


Tree=9326
num_leaves=6
num_cat=0
split_feature=15 43 16 48 13
split_gain=8.7451e-06 2.01655e-05 2.44187e-05 2.37818e-05 3.01286e-05
threshold=-0.11713499999999999 -0.17390999999999998 0.15891500000000003 0.086260000000000017 -0.029529999999999997
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
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leaf_value=-0.0070647146062271559 0.013708892870753709 -0.0040139200083315844 -0.014585491314624872 -0.0098360102008911727 0.017796216484368198
leaf_weight=0.0014250812606666089 0.0011235192006793055 0.0011569077307593107 0.0010567497940098718 0.0010689114953198117 0.0013996468639925794
leaf_count=484 184 1098 421 263 671
internal_value=0 0.00167763 -0.00120933 0.00268955 0.00792656
internal_weight=0 0.00580574 0.00468222 0.00362547 0.00255655
internal_count=3121 2637 2453 2032 1769
is_linear=0
shrinkage=0.1


Tree=9327
num_leaves=6
num_cat=0
split_feature=52 0 13 0 15
split_gain=2.00267e-05 3.54396e-05 3.1317e-05 2.99258e-05 5.32586e-05
threshold=0.11434500000000002 -0.077999999999999986 -0.0034749999999999994 -0.10607499999999999 -0.092489999999999989
decision_type=2 2 2 2 2
left_child=1 3 -3 4 -1
right_child=-2 2 -4 -5 -6
leaf_value=-0.00020577638827780551 -0.00025664205191196817 0.00041765583297685932 -4.9038721601179159e-06 -0.00036729802763613845 0.0003284253409903137
leaf_weight=0.0017068214591292315 0.0010473874818287543 0.0013626622250105796 0.0013348901283064946 0.0010459802097684857 0.001237946030893384
leaf_count=228 501 515 368 1269 240
internal_value=0 3.49477e-05 0.000208551 -8.23999e-05 1.87958e-05
internal_weight=0 0.0066883 0.00269755 0.00399075 0.00294477
internal_count=3121 2620 883 1737 468
is_linear=0
shrinkage=0.00196078


Tree=9328
num_leaves=6
num_cat=0
split_feature=52 13 2 48 2
split_gain=2.01179e-05 3.8303e-05 3.06456e-05 7.70722e-05 3.51161e-05
threshold=0.11434500000000002 -0.094514999999999988 0.11215000000000001 0.083985000000000018 0.084245000000000014
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.00027851911843108836 -0.00025736862917641399 3.7048442513380446e-05 -0.00036093756216100587 0.00047854786041462563 -0.00040908517940880737
leaf_weight=0.0017966089899436608 0.0010562661298202077 0.0016526246334168716 0.0010079474729620961 0.001041765949935161 0.0011505767185099026
leaf_count=318 501 622 313 328 1039
internal_value=0 3.39366e-05 -5.66109e-05 2.31675e-05 -0.000146068
internal_weight=0 0.00664952 0.00485291 0.00384497 0.0028032
internal_count=3121 2620 2302 1989 1661
is_linear=0
shrinkage=0.00196078


Tree=9329
num_leaves=6
num_cat=0
split_feature=484 13 13 15 15
split_gain=1.70097e-05 2.41573e-05 3.29862e-05 2.50436e-05 5.46799e-05
threshold=0.073690000000000019 -0.076599999999999988 -0.13710499999999998 -1.0000000180025095e-35 -0.092489999999999989
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -3
right_child=-2 3 -4 -5 -6
leaf_value=-9.3532113348354111e-05 0.00022975854264792038 -0.00026739328404645595 0.00036452834010436083 -0.00032595043467176384 0.00029659458424972419
leaf_weight=0.0013414934481430084 0.0010138434475483798 0.0014805888258314186 0.0011000959616736506 0.0015969345466285119 0.0011938323411003083
leaf_count=227 394 331 832 902 435
internal_value=0 -4.27224e-05 0.000112854 -0.000131653 -1.56353e-05
internal_weight=0 0.00671295 0.00244159 0.00427136 0.00267442
internal_count=3121 2727 1059 1668 766
is_linear=0
shrinkage=0.00196078


Tree=9330
num_leaves=6
num_cat=0
split_feature=52 12 1 1 16
split_gain=2.77831e-05 4.12794e-05 3.0596e-05 7.79105e-05 2.30299e-05
threshold=0.11434500000000002 0.095110000000000014 0.11181500000000001 0.093575000000000019 0.013515000000000001
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.00025375362670917296 -0.00029779658615336014 0.0003095598501464432 -0.00030460514675480606 0.00050770893635765791 0.00010349212301889332
leaf_weight=0.0018534861874597499 0.0010788737798318546 0.0016658633926220487 0.0013076628412444476 0.0010225208305162312 0.0011088082460352147
leaf_count=1235 501 558 294 264 269
internal_value=0 4.03732e-05 -4.43561e-05 4.10476e-05 -0.000120034
internal_weight=0 0.00695834 0.00529248 0.00398482 0.00296229
internal_count=3121 2620 2062 1768 1504
is_linear=0
shrinkage=0.00196078


Tree=9331
num_leaves=5
num_cat=0
split_feature=42 49 15 12
split_gain=3.02135e-05 4.39918e-05 3.84294e-05 5.93048e-05
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decision_type=2 2 2 2
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right_child=-2 2 3 -5
leaf_value=-0.00020577147606506684 -0.0002935581033431882 -6.5764425547890955e-05 0.00065703596201184696 7.7384222775270782e-05
leaf_weight=0.0019128339658269879 0.0011762642815987094 0.0019913460785533953 0.0010630832023333031 0.0018763213555479464
leaf_count=540 667 781 161 972
internal_value=0 4.66298e-05 0.000144546 0.000287025
internal_weight=0 0.00684358 0.00493075 0.0029394
internal_count=3121 2454 1914 1133
is_linear=0
shrinkage=0.00196078


Tree=9332
num_leaves=7
num_cat=0
split_feature=13 12 160 151 12 1
split_gain=2.6523e-05 2.54476e-05 4.15233e-05 5.49014e-05 6.31437e-05 7.76624e-05
threshold=-0.23438999999999996 -0.010834999999999999 -1.0000000180025095e-35 -0.00099499999999999979 0.092355000000000007 0.095285000000000022
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5
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leaf_value=0.00028649812434569433 0.00023521290380793452 -0.00039071857722322622 -0.00040166578366927541 -2.6505983821950344e-05 -0.00029118493814334621 0.00067850312185276681
leaf_weight=0.001019397225808732 0.0010140961667676907 0.0014409516131350612 0.001051120080758877 0.0013693324377966752 0.0010558302980979272 0.001070261535853581
leaf_count=169 345 853 240 766 630 118
internal_value=0 -5.20223e-05 -0.000100671 -8.74523e-06 0.000109411 0.000282785
internal_weight=0 0.00700159 0.0059875 0.00454654 0.00349542 0.00243959
internal_count=3121 2952 2607 1754 1514 884
is_linear=0
shrinkage=0.00196078


Tree=9333
num_leaves=6
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split_feature=3 12 13 16 16
split_gain=1.09138e-05 1.56543e-05 2.48963e-05 1.9587e-05 3.46106e-05
threshold=0.13524500000000003 0.092355000000000007 -0.084034999999999985 -0.073849999999999985 0.033715000000000009
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.014655799331632975 0.0090549914929154256 -0.01061586781459329 -0.012289575350154111 0.016778369928298589 -0.0081024651233556587
leaf_weight=0.0010553231809467553 0.0011119772506497962 0.0014949254936032367 0.0013588509261190599 0.0010019052456488029 0.0012649677888529969
leaf_count=673 192 906 634 422 294
internal_value=0 -0.00170695 0.00113818 -0.00279633 0.00289429
internal_weight=0 0.00617597 0.00468105 0.00362572 0.00226687
internal_count=3121 2929 2023 1350 716
is_linear=0
shrinkage=0.1


Tree=9334
num_leaves=6
num_cat=0
split_feature=52 15 3 1 15
split_gain=2.37991e-05 2.92607e-05 5.67976e-05 5.3713e-05 3.79013e-05
threshold=0.11434500000000002 -0.016799999999999995 -0.08824499999999999 0.11181500000000001 1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 3 -3 -1 -4
right_child=-2 2 4 -5 -6
leaf_value=0.00013562891277494392 -0.00027464445559289251 -0.00017372831800833286 0.00061857319353270958 -0.00036200549304064655 9.8042190656133168e-05
leaf_weight=0.0018512067580538116 0.0010688302194172437 0.001187587270083724 0.0010846539430465823 0.0015174863988724528 0.0010666969394998423
leaf_count=882 501 480 235 333 690
internal_value=0 4.03929e-05 0.000170474 -8.85392e-05 0.00036048
internal_weight=0 0.00670763 0.00333894 0.00336869 0.00215135
internal_count=3121 2620 1405 1215 925
is_linear=0
shrinkage=0.00196078


Tree=9335
num_leaves=6
num_cat=0
split_feature=52 13 2 3 0
split_gain=2.08199e-05 3.08626e-05 2.54796e-05 4.3466e-05 6.26631e-05
threshold=0.11434500000000002 -0.17933499999999997 0.11215000000000001 -1.0000000180025095e-35 -0.084269999999999984
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.00034684807568006977 -0.00026156320120857511 -0.00048827341759426874 -0.00027393318418478648 0.00029873173299024586 0.00010908949563811005
leaf_weight=0.001008890991233591 0.0010904112299238945 0.001035270494444432 0.0012406117128105484 0.0016414530765777769 0.0019408475377548427
leaf_count=148 501 897 344 211 1020
internal_value=0 3.00961e-05 -2.44546e-05 4.25733e-05 -9.87088e-05
internal_weight=0 0.00686707 0.00585818 0.00461757 0.00297612
internal_count=3121 2620 2472 2128 1917
is_linear=0
shrinkage=0.00196078


Tree=9336
num_leaves=6
num_cat=0
split_feature=52 13 2 48 0
split_gain=2.06869e-05 3.76086e-05 3.71172e-05 0.000112849 3.23967e-05
threshold=0.11434500000000002 -0.094514999999999988 0.11215000000000001 0.083985000000000018 -0.077999999999999986
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.00027623380248865964 -0.00025303013715447697 -0.00039840187772060767 -0.00038015769825416808 0.00057515925094112877 1.995151950527542e-05
leaf_weight=0.0018598568898144444 0.0010864405817724116 0.001286109668515306 0.0010392913467354471 0.0010847081898722622 0.0015933183433401766
leaf_count=318 501 1153 313 328 508
internal_value=0 3.81656e-05 -5.03283e-05 3.61442e-05 -0.000166908
internal_weight=0 0.00686328 0.00500343 0.00396414 0.00287943
internal_count=3121 2620 2302 1989 1661
is_linear=0
shrinkage=0.00196078


Tree=9337
num_leaves=6
num_cat=0
split_feature=1 12 2 12 1
split_gain=1.75371e-05 3.47727e-05 3.75809e-05 6.4814e-05 5.02808e-05
threshold=0.12500000000000003 0.098810000000000023 0.086590000000000014 0.085440000000000016 0.10587000000000001
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.00022169403361468849 0.00021747732337216064 -0.00035954827688470544 -0.00025102080426042542 0.00050568532191086284 0.0002919045071966671
leaf_weight=0.0017764936349598066 0.0011209544420506005 0.0011414334823428443 0.0017068076259700263 0.0011837467380100761 0.0010650425416065896
leaf_count=1067 279 414 417 770 174
internal_value=0 -4.70194e-05 1.52147e-05 0.000121612 -4.24098e-05
internal_weight=0 0.00687352 0.00573209 0.0039556 0.00277185
internal_count=3121 2842 2428 1361 591
is_linear=0
shrinkage=0.00196078


Tree=9338
num_leaves=6
num_cat=0
split_feature=16 52 0 13 0
split_gain=1.03056e-05 3.57392e-05 3.5038e-05 2.22854e-05 2.2063e-05
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decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.0087059829117564214 0.0093134956242611269 -0.01833066047938749 0.014302803754089051 0.0017576218499660359 -0.016694867287406413
leaf_weight=0.0010599696886242765 0.001008171540483555 0.0010593171604183814 0.0015718777816606435 0.0011684278829334996 0.0014546968012782511
leaf_count=223 311 591 575 130 1291
internal_value=0 -0.0015742 0.00180363 -0.00353079 -0.00847551
internal_weight=0 0.00631429 0.00525497 0.00368309 0.00262312
internal_count=3121 2810 2219 1644 1421
is_linear=0
shrinkage=0.1


Tree=9339
num_leaves=6
num_cat=0
split_feature=50 4 16 52 0
split_gain=1.97576e-05 2.3208e-05 2.21548e-05 4.09927e-05 2.38163e-05
threshold=0.079410000000000008 0.27834500000000006 -0.013324999999999998 0.091275000000000009 -0.11756999999999999
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=-0.00032071871847599653 -0.00025801016513187229 0.00029664971886655798 -7.1285770927555225e-05 0.00040312728504320224 5.5928361941790514e-05
leaf_weight=0.0014232932158105014 0.0010322829358153252 0.0010803529975204869 0.0019858447710551759 0.001081669892699855 0.0011810471428973595
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internal_value=0 3.32561e-05 -1.69141e-05 9.60022e-05 -0.000149912
internal_weight=0 0.00675221 0.00567186 0.00306751 0.00260434
internal_count=3121 2512 2197 1034 1163
is_linear=0
shrinkage=0.00196078


Tree=9340
num_leaves=7
num_cat=0
split_feature=484 48 0 16 15 13
split_gain=1.56518e-05 1.80864e-05 8.14035e-05 3.19403e-05 2.75215e-05 2.41775e-05
threshold=0.073690000000000019 0.083985000000000018 -0.18113999999999997 -0.15241499999999997 -0.016799999999999995 -0.0039049999999999992
decision_type=2 2 2 2 2 2
left_child=1 3 -3 -1 -5 -6
right_child=-2 2 -4 4 5 -7
leaf_value=0.00013587264515917683 0.00021872400667870024 -0.00026534325435267469 0.00048264995913122527 -0.00048706993263719986 -0.00031198832679684124 0.00010814609311075599
leaf_weight=0.001373070265595769 0.0010204207515518348 0.0011383771467007309 0.0010998108683529153 0.0010210667138598915 0.00101913196314128 0.0010896970440077631
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internal_value=0 -4.18498e-05 0.000102209 -0.000113454 -0.000222832 -9.48919e-05
internal_weight=0 0.00674115 0.00223819 0.00450297 0.0031299 0.00210883
internal_count=3121 2727 536 2191 1838 1325
is_linear=0
shrinkage=0.00196078


Tree=9341
num_leaves=6
num_cat=0
split_feature=50 47 4 52 16
split_gain=1.87445e-05 2.51499e-05 6.69291e-05 4.573e-05 4.00132e-05
threshold=0.079410000000000008 0.10904500000000002 0.24564500000000003 -0.088204999999999992 -0.010264999999999998
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
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leaf_count=522 609 136 353 1068 433
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internal_weight=0 0.00680694 0.0057934 0.0046739 0.00355598
internal_count=3121 2512 2376 2023 1501
is_linear=0
shrinkage=0.00196078


Tree=9342
num_leaves=6
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split_feature=50 4 457 15 16
split_gain=2.48959e-05 3.05508e-05 2.15508e-05 3.61454e-05 3.38671e-05
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decision_type=2 2 2 2 2
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leaf_count=692 609 315 243 917 345
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internal_weight=0 0.00681207 0.0057094 0.00470927 0.00322035
internal_count=3121 2512 2197 1954 1262
is_linear=0
shrinkage=0.00196078


Tree=9343
num_leaves=7
num_cat=0
split_feature=484 49 52 15 15 13
split_gain=1.47157e-05 2.09333e-05 3.46474e-05 6.1836e-05 6.18822e-05 2.16421e-05
threshold=0.073690000000000019 -0.081404999999999991 -0.07167999999999998 -0.11713499999999999 -0.031204999999999997 -0.0034749999999999994
decision_type=2 2 2 2 2 2
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leaf_weight=0.0010299927327809162 0.0010245611631587671 0.0010791833646374375 0.0011212642002204989 0.001145170882760648 0.0012638992285034108 0.0011275309708781421
leaf_count=213 394 591 317 415 886 305
internal_value=0 -3.85629e-05 -8.47714e-05 -1.14256e-05 0.000115783 -6.37007e-05
internal_weight=0 0.00676704 0.00573705 0.00465787 0.0035366 0.00239143
internal_count=3121 2727 2514 1923 1606 1191
is_linear=0
shrinkage=0.00196078


Tree=9344
num_leaves=7
num_cat=0
split_feature=131 13 0 160 4 47
split_gain=3.23557e-05 5.41909e-05 3.62044e-05 2.80843e-05 3.97811e-05 4.07743e-05
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decision_type=2 2 2 2 2 2
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right_child=-2 3 -4 4 5 -7
leaf_value=3.5068720405285573e-05 -0.00033415096672155569 0.00021662020055763004 0.00052600626729717081 -0.0003614160841853587 0.00028020715706760478 -0.00025827003889192257
leaf_weight=0.0011141177496905351 0.0010034660550590066 0.0010233295451462154 0.0011990905902523545 0.0018192128269336203 0.0011705606782681369 0.0010046658978403076
leaf_count=687 516 251 365 919 295 88
internal_value=0 4.1264e-05 0.000289554 -7.31988e-05 -0.000147447 3.15022e-05
internal_weight=0 0.00733098 0.00231321 0.00501777 0.00399444 0.00217523
internal_count=3121 2605 1052 1553 1302 383
is_linear=0
shrinkage=0.00196078


Tree=9345
num_leaves=7
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split_feature=457 1 15 4 3 13
split_gain=2.59685e-05 5.21512e-05 4.23463e-05 8.36862e-05 3.47915e-05 2.26604e-05
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decision_type=2 2 2 2 2 2
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leaf_weight=0.0010031108694246353 0.0011695015301242213 0.00106804970048123 0.0010850690279013697 0.0012471520955297374 0.0010741950412435359 0.0015690925605738588
leaf_count=184 267 261 372 593 234 1210
internal_value=0 -5.51816e-05 -0.000126478 -0.000200573 8.98425e-05 -0.00042324
internal_weight=0 0.00704667 0.00597862 0.00497551 0.00215926 0.00281624
internal_count=3121 2854 2593 2409 606 1803
is_linear=0
shrinkage=0.00196078


Tree=9346
num_leaves=6
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split_feature=52 12 1 48 43
split_gain=1.5688e-05 2.90398e-05 2.87566e-05 6.54234e-05 2.32308e-05
threshold=0.11434500000000002 0.095110000000000014 0.11181500000000001 0.083985000000000018 -0.0037449999999999996
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.00033384215737795441 -0.00022717059555149618 0.00026026784304759371 -0.00029895687027158224 0.00042377197033528682 3.5376204343057647e-05
leaf_weight=0.0011818518979493206 0.0010505561818498843 0.0016082623912813216 0.0012599863081584851 0.0011927094582437972 0.0014701941354926568
leaf_count=966 501 558 294 329 473
internal_value=0 3.05068e-05 -4.188e-05 4.2368e-05 -0.000129161
internal_weight=0 0.006713 0.00510474 0.00384476 0.00265205
internal_count=3121 2620 2062 1768 1439
is_linear=0
shrinkage=0.00196078


Tree=9347
num_leaves=6
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split_feature=52 12 1 48 43
split_gain=1.31708e-05 2.76786e-05 2.91089e-05 6.62488e-05 2.31292e-05
threshold=0.11434500000000002 0.095110000000000014 0.11181500000000001 0.083985000000000018 -0.0037449999999999996
decision_type=2 2 2 2 2
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leaf_value=-0.017415031851866547 -0.010754890723464736 0.013300296091928614 -0.015644090226386773 0.022328060633020244 0.0018515767764367603
leaf_weight=0.0011236333701521452 0.0010030371154390316 0.0015300784114319335 0.0011991788118284321 0.0011387079166120737 0.0013987243441509344
leaf_count=966 501 558 294 329 473
internal_value=0 0.0015707 -0.00212195 0.00230722 -0.00673111
internal_weight=0 0.00639032 0.00486024 0.00366107 0.00252236
internal_count=3121 2620 2062 1768 1439
is_linear=0
shrinkage=0.1


Tree=9348
num_leaves=6
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split_feature=52 0 13 15 1
split_gain=1.06835e-05 2.71126e-05 3.01774e-05 2.34415e-05 3.0933e-05
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decision_type=2 2 2 2 2
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right_child=-2 2 -4 -5 -6
leaf_value=-0.00031955464082864291 -0.009690653693509875 0.020171760605865775 -0.0015292556149715056 0.007204684683607839 -0.022740974881162602
leaf_weight=0.001510867420308178 0.0010019348021806261 0.0012874263076911199 0.0012758206008767568 0.0012640978787590985 0.0010380762318035353
leaf_count=794 501 515 368 786 157
internal_value=0 0.00141718 0.00937038 -0.00392921 -0.00945084
internal_weight=0 0.00637629 0.00256325 0.00381304 0.00254894
internal_count=3121 2620 883 1737 951
is_linear=0
shrinkage=0.1


Tree=9349
num_leaves=6
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split_feature=1 457 15 1 4
split_gain=2.02065e-05 4.39606e-05 4.58072e-05 6.46488e-05 3.13788e-05
threshold=0.12500000000000003 0.069910000000000014 -0.15914499999999995 0.090475000000000014 -0.083854999999999985
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=0.00026963963669881158 0.0002332538506068566 0.00031712851284213634 0.0001409388902247967 -0.00048056637545560024 -0.00026399601804276087
leaf_weight=0.0010041990170760627 0.0011623006019738551 0.0010847877606926584 0.0018905291215501625 0.0018423629081660581 0.001204501434093945
leaf_count=184 279 249 463 594 1352
internal_value=0 -4.58448e-05 -0.000112115 -0.000189758 -1.66507e-05
internal_weight=0 0.00702638 0.00594159 0.00493739 0.00309503
internal_count=3121 2842 2593 2409 1815
is_linear=0
shrinkage=0.00196078


Tree=9350
num_leaves=6
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split_feature=1 16 15 3 1
split_gain=1.34574e-05 3.05336e-05 2.43565e-05 3.73301e-05 4.08457e-05
threshold=0.10937500000000001 -0.071854999999999988 1.0000000180025095e-35 0.090900000000000009 0.077845000000000011
decision_type=2 2 2 2 2
left_child=2 -2 3 4 -1
right_child=1 -3 -4 -5 -6
leaf_value=-0.021524286464419971 0.017094350895000818 -0.0050523340387553517 -0.01475484571147735 0.015205290803091241 0.0051853875350852431
leaf_weight=0.0010033341171063216 0.0012312400005913468 0.0012591925855155331 0.0013176511221681796 0.0012361617076155421 0.0013334856218377297
leaf_count=830 305 243 1153 138 452
internal_value=0 0.00589672 -0.00313394 0.00115164 -0.00628265
internal_weight=0 0.00249043 0.00489063 0.00357298 0.00233682
internal_count=3121 548 2573 1420 1282
is_linear=0
shrinkage=0.1


Tree=9351
num_leaves=7
num_cat=0
split_feature=50 4 16 2 2 3
split_gain=1.58659e-05 2.40394e-05 1.85697e-05 2.96069e-05 2.72049e-05 8.1976e-06
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decision_type=2 2 2 2 2 2
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right_child=-2 -3 4 -5 -6 -7
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leaf_count=1003 609 315 318 419 345 112
internal_value=0 2.59455e-05 -2.52208e-05 -0.000128561 9.65742e-05 7.52973e-06
internal_weight=0 0.00675825 0.00567237 0.00306867 0.0026037 0.00204674
internal_count=3121 2512 2197 1534 663 1115
is_linear=0
shrinkage=0.00196078


Tree=9352
num_leaves=6
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split_feature=1 16 43 3 2
split_gain=1.09777e-05 2.48691e-05 1.98508e-05 2.55443e-05 1.6494e-05
threshold=0.10937500000000001 -0.071854999999999988 -0.084004999999999982 0.090900000000000009 0.089885000000000007
decision_type=2 2 2 2 2
left_child=2 -2 -1 4 -4
right_child=1 -3 3 -5 -6
leaf_value=0.0072798945747554328 0.01543973414028859 -0.0045515162062925154 -0.022226853699656685 0.0039298205286645736 -0.0046999889660011198
leaf_weight=0.0013879589007620304 0.0012292653051957357 0.0012602088621033116 0.0010942283292516394 0.0013491934302525248 0.0010542379026685705
leaf_count=654 305 243 1035 167 717
internal_value=0 0.00531987 -0.00283892 -0.00685432 -0.0136265
internal_weight=0 0.00248947 0.00488562 0.00349766 0.00214847
internal_count=3121 548 2573 1919 1752
is_linear=0
shrinkage=0.1


Tree=9353
num_leaves=6
num_cat=0
split_feature=1 12 2 13 48
split_gain=1.03267e-05 2.99747e-05 3.16546e-05 4.36937e-05 1.35583e-05
threshold=0.12500000000000003 0.098810000000000023 0.088850000000000012 -0.08971999999999998 0.084170000000000009
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=0.0018135469772466639 0.0010363243742683593 0.0010522680090872183 0.0010079848153300552 0.0014509446074987215 0.0010047374996626076
leaf_count=1368 279 414 188 663 209
internal_value=0 -0.00159206 0.00148088 0.00708506 -0.000110784
internal_weight=0 0.00632948 0.00527721 0.00346367 0.00245568
internal_count=3121 2842 2428 1060 872
is_linear=0
shrinkage=0.1


Tree=9354
num_leaves=7
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split_feature=50 15 15 13 1 0
split_gain=2.06175e-05 2.7225e-05 4.66379e-05 2.46375e-05 1.69525e-05 1.30679e-05
threshold=0.079410000000000008 -0.14601999999999996 -0.037864999999999989 -0.033284999999999988 0.080585000000000004 -0.14454499999999995
decision_type=2 2 2 2 2 2
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leaf_value=0.00033865617761624339 -0.00025557381564530037 -0.00040994581160691936 -6.7830671947467617e-05 0.00043348136622058168 8.7534330014975328e-05 -9.4611922587026218e-05
leaf_weight=0.0010056009234184725 0.0010401945769892857 0.0010035545970061665 0.001588171030231688 0.0010449266533401119 0.0011373717527874646 0.0010176268441187434
leaf_count=367 609 126 709 444 260 606
internal_value=0 4.08487e-05 -1.08594e-05 0.000117966 0.00025318 -0.000251181
internal_weight=0 0.00679725 0.00579165 0.00377047 0.0021823 0.00202118
internal_count=3121 2512 2145 1413 704 732
is_linear=0
shrinkage=0.00196078


Tree=9355
num_leaves=6
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split_feature=43 3 1 4 2
split_gain=1.68801e-05 4.06926e-05 2.13777e-05 2.59028e-05 1.18736e-05
threshold=-0.043144999999999996 -0.075944999999999985 0.10374500000000002 -1.0000000180025095e-35 0.11411
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -4
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leaf_value=-6.5642200187717849e-05 -3.7489952976353442e-05 0.00041134863779569052 0.00022631914434734153 -0.00042242250335251493 -6.3229332104256598e-05
leaf_weight=0.001822080525481926 0.0017537296310410008 0.0011044271248706861 0.0010274751495910801 0.0010897374875996335 0.0011583663018335112
leaf_count=1024 942 451 181 310 213
internal_value=0 0.000114368 -7.2929e-05 -0.000185012 7.28756e-05
internal_weight=0 0.00292651 0.00502931 0.00284347 0.00218584
internal_count=3121 1475 1646 1252 394
is_linear=0
shrinkage=0.00196078


Tree=9356
num_leaves=6
num_cat=0
split_feature=484 43 12 1 4
split_gain=2.48443e-05 2.39177e-05 4.35902e-05 6.06593e-05 9.65357e-05
threshold=0.073690000000000019 -0.14968999999999996 0.090995000000000006 0.094385000000000011 0.098655000000000007
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
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leaf_value=0.00016956495264558216 0.0002720385449515174 -0.00026040223136962161 -0.00038635864848839368 0.00064791234393428356 -0.00017971398818202616
leaf_weight=0.0015125786616019595 0.0010644464064812004 0.0018594931905575032 0.0015624802158289179 0.0010534777797621478 0.0011157070013121549
leaf_count=251 394 1116 869 258 233
internal_value=0 -4.91798e-05 -0.000108357 -5.36919e-07 0.000222228
internal_weight=0 0.00710374 0.00559116 0.00402868 0.00216918
internal_count=3121 2727 2476 1607 491
is_linear=0
shrinkage=0.00196078


Tree=9357
num_leaves=6
num_cat=0
split_feature=13 16 151 12 2
split_gain=1.03105e-05 2.90251e-05 3.7332e-05 4.58446e-05 1.12364e-05
threshold=0.11217000000000001 0.071345000000000006 -0.0083949999999999979 0.084100000000000022 0.10444500000000002
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
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leaf_value=-0.013127361118734299 0.0081867481524552591 -0.014461415819771404 0.0094513791785651759 -0.0066834978463390649 0.024083658564852325
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internal_value=0 -0.00176372 0.00196359 0.00718146 0.0165671
internal_weight=0 0.00613272 0.00474102 0.00352293 0.00210082
internal_count=3121 2904 2387 1937 554
is_linear=0
shrinkage=0.1


Tree=9358
num_leaves=6
num_cat=0
split_feature=484 0 49 16 52
split_gain=1.646e-05 2.08951e-05 4.63331e-05 3.73991e-05 3.53493e-05
threshold=0.073690000000000019 -0.11756999999999999 -0.026779999999999995 -0.056919999999999991 0.091275000000000009
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=153 394 1247 264 852 211
internal_value=0 -4.13257e-05 -0.000184397 4.13518e-05 -0.000117361
internal_weight=0 0.00679144 0.00248727 0.00430417 0.00245386
internal_count=3121 2727 417 2310 1063
is_linear=0
shrinkage=0.00196078


Tree=9359
num_leaves=6
num_cat=0
split_feature=484 15 43 1 16
split_gain=1.94729e-05 1.77133e-05 3.13896e-05 4.79972e-05 6.81376e-05
threshold=0.073690000000000019 -0.11713499999999999 -0.15879999999999997 0.094465000000000007 -0.088159999999999988
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.00024845279962321299 0.00024645079201410323 0.00028110993554537406 0.000123944622628344 0.00016674240835604819 -0.00053937049870600559
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internal_value=0 -4.3716e-05 5.30689e-06 -7.46231e-05 -0.000254754
internal_weight=0 0.00678521 0.0054744 0.00424435 0.00243048
internal_count=3121 2727 2334 2139 1615
is_linear=0
shrinkage=0.00196078


Tree=9360
num_leaves=6
num_cat=0
split_feature=52 15 3 1 15
split_gain=1.10241e-05 3.18808e-05 5.82398e-05 4.53021e-05 3.99994e-05
threshold=0.11434500000000002 -0.016799999999999995 -0.08824499999999999 0.11181500000000001 1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 3 -3 -1 -4
right_child=-2 2 4 -5 -6
leaf_value=0.0052582212233082508 -0.0098266933914411235 -0.0095787943759584864 0.032644255962506523 -0.018623079118651294 0.0046706752528501627
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internal_value=0 0.00145498 0.00854235 -0.00558677 0.0186373
internal_weight=0 0.00638799 0.00318368 0.00320431 0.00204465
internal_count=3121 2620 1405 1215 925
is_linear=0
shrinkage=0.1


Tree=9361
num_leaves=6
num_cat=0
split_feature=43 3 4 47 3
split_gain=1.09727e-05 3.16733e-05 1.90881e-05 3.60475e-05 2.73372e-05
threshold=-0.04890499999999999 -0.075944999999999985 -0.059649999999999988 0.077555000000000013 0.092670000000000016
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.0033353995032475259 -0.012498166902693194 0.01904506253682392 -0.0030612450261720673 -0.01430221191916368 0.019259964469814889
leaf_weight=0.0016975611806279542 0.0014564702415096656 0.0010077285183419838 0.0010594470952587807 0.0010130097967692574 0.0011380823946054597
leaf_count=1013 890 442 415 175 186
internal_value=0 0.00500139 -0.00300306 0.00130443 0.00849873
internal_weight=0 0.00270529 0.00466701 0.00321054 0.00219753
internal_count=3121 1455 1666 776 601
is_linear=0
shrinkage=0.1


Tree=9362
num_leaves=6
num_cat=0
split_feature=0 1 16 4 48
split_gain=9.65806e-06 2.29933e-05 2.52769e-05 2.10748e-05 1.87524e-05
threshold=-0.14920999999999998 0.11588000000000001 -0.088394999999999987 -0.076779999999999987 0.086035000000000014
decision_type=2 2 2 2 2
left_child=4 2 -2 -4 -1
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leaf_value=0.0038786349811951886 -0.01481020384035657 0.014045475442058218 0.010170344584668093 -0.0073337598735530724 -0.014735035810483889
leaf_weight=0.0010553435102006277 0.0010450648813201866 0.0012586771467306976 0.0017619606512584846 0.0011283021908699846 0.0011110641562744345
leaf_count=194 570 368 784 1113 92
internal_value=0 0.00228073 -0.00148211 0.00333708 -0.00566757
internal_weight=0 0.005194 0.00393533 0.00289026 0.00216641
internal_count=3121 2835 2467 1897 286
is_linear=0
shrinkage=0.1


Tree=9363
num_leaves=6
num_cat=0
split_feature=51 43 16 52 3
split_gain=9.75917e-06 2.72286e-05 3.63716e-05 3.77506e-05 2.36074e-05
threshold=-0.076794999999999988 -0.15582499999999996 0.071345000000000006 -0.013374999999999998 -0.0087149999999999988
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
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leaf_value=-0.0079913736570005941 0.016216563921573376 0.019528346447080763 -0.018366462624690397 -0.012521673661008967 0.0053189788752886751
leaf_weight=0.0012791710572874178 0.0010556877730296017 0.001012010663104771 0.0010143160555294017 0.0013634088962995276 0.0016265316526182286
leaf_count=537 213 424 248 1415 284
internal_value=0 0.00161932 -0.00145271 0.00283417 -0.00281633
internal_weight=0 0.00607196 0.00501627 0.00400195 0.00298994
internal_count=3121 2584 2371 2123 1699
is_linear=0
shrinkage=0.1


Tree=9364
num_leaves=6
num_cat=0
split_feature=0 1 16 48 12
split_gain=9.44366e-06 1.8041e-05 2.22956e-05 1.59438e-05 1.30779e-05
threshold=-0.14920999999999998 0.11588000000000001 0.0065250000000000004 0.086035000000000014 0.086915000000000006
decision_type=2 2 2 2 2
left_child=3 2 4 -1 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.0032108894225601186 -0.00066297481532708231 0.012712147422314711 0.0076353502401464955 -0.013977220962510438 -0.016008655266605831
leaf_weight=0.0010525753429242524 0.0012293309155519405 0.0012537807488162533 0.0016821489284777561 0.0011075430668811177 0.0010129496020963918
leaf_count=194 772 368 618 92 1077
internal_value=0 0.00226933 -0.00106695 -0.00560186 -0.00759538
internal_weight=0 0.00517821 0.00392443 0.00216012 0.00224228
internal_count=3121 2835 2467 286 1849
is_linear=0
shrinkage=0.1


Tree=9365
num_leaves=6
num_cat=0
split_feature=52 52 160 1 3
split_gain=2.89148e-05 3.73419e-05 6.49565e-05 3.02543e-05 2.55669e-05
threshold=-0.088204999999999992 -0.046924999999999988 -1.0000000180025095e-35 0.08844500000000001 -0.075359999999999996
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=-0.00023571988374655885 0.00039666698678713638 -0.00046012496908140878 -9.0316600368350799e-05 0.00046386811512965362 6.3131582579990247e-05
leaf_weight=0.0016693066709474345 0.0010270644054055488 0.0010092003184146358 0.0019859200720056297 0.0010660296493864173 0.0014374599476359941
leaf_count=680 273 743 916 233 276
internal_value=0 5.34702e-05 -1.06342e-05 9.04094e-05 0.000233772
internal_weight=0 0.00652567 0.00549861 0.00448941 0.00250349
internal_count=3121 2441 2168 1425 509
is_linear=0
shrinkage=0.00196078


Tree=9366
num_leaves=6
num_cat=0
split_feature=16 0 15 4 13
split_gain=9.98339e-06 1.60452e-05 2.57583e-05 3.40811e-05 1.77756e-05
threshold=-0.5048999999999999 -0.14920999999999998 -0.083359999999999976 -0.083854999999999985 -0.0021749999999999994
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
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leaf_value=0.0086607777209983718 -0.011099952138595243 0.014389399761650809 0.01518605432500349 -0.013532717296178821 -0.0034058523735430233
leaf_weight=0.0011165275529363798 0.0013848714973262993 0.001121765079159797 0.0010089710676545525 0.0016651999832767543 0.0010488103270987225
leaf_count=222 181 752 300 1359 307
internal_value=0 -0.00160764 0.00110574 -0.00289673 0.00571013
internal_weight=0 0.00622962 0.00484475 0.00372298 0.00205778
internal_count=3121 2899 2718 1966 607
is_linear=0
shrinkage=0.1


Tree=9367
num_leaves=6
num_cat=0
split_feature=42 160 43 16 0
split_gain=8.76962e-06 2.19996e-05 2.27518e-05 3.28047e-05 3.84622e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 -0.056919999999999991 -0.15599999999999997
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0079442187813612095 -0.0093836041476393385 0.016249352548848153 -0.005318702419058562 -0.012963702126870822 0.020651747204588938
leaf_weight=0.0011787864510086838 0.0014328237324984063 0.0012632168948895355 0.0011488300680836676 0.0011803027380946165 0.0011323392318897348
leaf_count=862 828 482 114 322 513
internal_value=0 0.00147053 0.00476219 0.000570106 0.00757265
internal_weight=0 0.00615751 0.00472469 0.00346147 0.00228117
internal_count=3121 2259 1431 949 627
is_linear=0
shrinkage=0.1


Tree=9368
num_leaves=6
num_cat=0
split_feature=50 4 160 0 0
split_gain=1.60901e-05 2.99912e-05 2.10558e-05 1.98173e-05 2.95384e-05
threshold=0.079410000000000008 0.27834500000000006 -0.027994999999999996 -0.11756999999999999 -0.053834999999999994
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.00022220277095194474 -0.00023254420582139796 0.00032764809146382798 -0.00027053009126545228 0.0002258359579126278 -0.0001602603676073698
leaf_weight=0.0010528111666736764 0.0010422910442748103 0.0010863221357665653 0.0014969849780224684 0.001325647250882181 0.0017911898493806109
leaf_count=531 609 315 235 1121 310
internal_value=0 2.92037e-05 -2.80096e-05 -8.51046e-05 3.95339e-06
internal_weight=0 0.00675296 0.00566663 0.00461382 0.00311684
internal_count=3121 2512 2197 1666 1431
is_linear=0
shrinkage=0.00196078


Tree=9369
num_leaves=7
num_cat=0
split_feature=484 49 52 15 15 0
split_gain=2.16789e-05 2.47116e-05 3.35843e-05 6.69172e-05 6.21787e-05 2.92158e-05
threshold=0.073690000000000019 -0.081404999999999991 -0.07167999999999998 -0.11713499999999999 -0.031204999999999997 -0.077639999999999987
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=0.00022814889688974009 0.00025514932549939743 -0.00040056829665194174 -0.0004322070459227703 0.00047201823228193565 0.00017441573856825858 -0.00025643071637123591
leaf_weight=0.0010824858073870056 0.0010702519570299149 0.0011158118110018026 0.0011672371412203278 0.0012042395493294029 0.0010605511748848194 0.0014090634146153409
leaf_count=213 394 591 317 415 818 373
internal_value=0 -4.43797e-05 -9.39035e-05 -2.32211e-05 0.00010672 -7.1408e-05
internal_weight=0 0.00703939 0.0059569 0.00484109 0.00367385 0.00246961
internal_count=3121 2727 2514 1923 1606 1191
is_linear=0
shrinkage=0.00196078


Tree=9370
num_leaves=6
num_cat=0
split_feature=484 42 43 15 16
split_gain=2.28647e-05 1.95832e-05 3.21391e-05 3.80891e-05 3.2259e-05
threshold=0.073690000000000019 0.08623500000000002 -1.0000000180025095e-35 -0.095869999999999983 -0.065229999999999996
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.00036790370280184389 0.00026784954165866781 0.0001218190780118573 -0.00028431261566584778 0.00038398686443578229 -8.4924429198029292e-05
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leaf_count=954 394 1047 198 265 263
internal_value=0 -4.55446e-05 -0.000111522 -1.29743e-05 0.000139798
internal_weight=0 0.00681851 0.00489058 0.00353269 0.00226015
internal_count=3121 2727 1680 726 528
is_linear=0
shrinkage=0.00196078


Tree=9371
num_leaves=6
num_cat=0
split_feature=484 52 4 15 43
split_gain=1.80735e-05 2.56334e-05 4.50664e-05 3.88362e-05 5.05433e-05
threshold=0.073690000000000019 -1.0000000180025095e-35 0.0061450000000000003 -0.095869999999999983 -0.0037449999999999996
decision_type=2 2 2 2 2
left_child=1 2 -1 -3 -5
right_child=-2 3 -4 4 -6
leaf_value=-0.00049426236203997361 0.00023735975903112357 -0.00020546395111262312 6.8757253032933764e-05 -0.00012468408818547763 0.00037849460140299348
leaf_weight=0.0010970929086216729 0.0010558097649668438 0.0016071303309165971 0.0010893133298378449 0.0013152190559429378 0.0018429753297523586
leaf_count=780 394 352 227 833 535
internal_value=0 -3.79749e-05 -0.000213754 4.26754e-05 0.000168948
internal_weight=0 0.00695173 0.00218641 0.00476532 0.00315819
internal_count=3121 2727 1007 1720 1368
is_linear=0
shrinkage=0.00196078


Tree=9372
num_leaves=5
num_cat=0
split_feature=42 49 15 4
split_gain=1.01465e-05 2.47758e-05 2.80014e-05 3.59917e-05
threshold=0.092620000000000022 -0.0060549999999999988 -0.037864999999999989 -0.077834999999999988
decision_type=2 2 2 2
left_child=1 -1 -3 -4
right_child=-2 2 3 -5
leaf_value=-0.0085771312791629774 -0.0091829142513438142 -0.0041675146183214355 0.0028049792667241705 0.026529553313553111
leaf_weight=0.0017709992137485489 0.0010438671843224431 0.0018382735694552894 0.001683558077742216 0.0010310700532011822
leaf_count=552 630 796 811 332
internal_value=0 0.00145876 0.00536255 0.011816
internal_weight=0 0.0063239 0.0045529 0.00271463
internal_count=3121 2491 1939 1143
is_linear=0
shrinkage=0.1


Tree=9373
num_leaves=6
num_cat=0
split_feature=484 3 12 1 0
split_gain=1.89907e-05 1.91156e-05 2.89252e-05 7.31515e-05 6.57219e-05
threshold=0.073690000000000019 0.10893000000000001 0.09334000000000002 0.094385000000000011 -0.084269999999999984
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.0004562097003966599 0.00024230520353651474 -0.00021989867347710473 -0.00021658793955242969 0.00048286151287193617 0.00019373945478103963
leaf_weight=0.0010676794371636956 0.0010443226987367051 0.0017293942302211915 0.0014534767863021987 0.0013097958576917747 0.0013601584558194497
leaf_count=766 394 225 755 370 611
internal_value=0 -4.13577e-05 1.81223e-05 0.000109396 -9.20858e-05
internal_weight=0 0.0069205 0.00519111 0.00373763 0.00242784
internal_count=3121 2727 2502 1747 1377
is_linear=0
shrinkage=0.00196078


Tree=9374
num_leaves=7
num_cat=0
split_feature=50 4 151 1 15 4
split_gain=1.9001e-05 3.31908e-05 2.73625e-05 4.9351e-05 4.51875e-05 3.04616e-05
threshold=0.079410000000000008 0.27834500000000006 -0.016164999999999995 0.083835000000000007 -0.053579999999999996 -0.15764999999999998
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 4 -6 -7
leaf_value=0.00026926675753700138 -0.00024525014484501735 0.00034214730923824461 0.0002983103484771969 -2.5141148827829067e-05 -0.00056289659685990331 -0.00013769356908773542
leaf_weight=0.0010067604280465971 0.0010846664714796355 0.0011256745115485987 0.0014053413234652182 0.0012377036467445118 0.0011674297296351494 0.0010969541412749551
leaf_count=365 609 315 77 183 331 1241
internal_value=0 3.35459e-05 -2.51916e-05 -8.55999e-05 -0.000286163 0.000107175
internal_weight=0 0.00703986 0.00591419 0.00490743 0.00240513 0.0025023
internal_count=3121 2512 2197 1832 514 1318
is_linear=0
shrinkage=0.00196078


Tree=9375
num_leaves=7
num_cat=0
split_feature=484 13 1 16 16 0
split_gain=2.46761e-05 2.49336e-05 5.23049e-05 3.65165e-05 4.93144e-05 9.89505e-05
threshold=0.073690000000000019 -0.076599999999999988 0.08844500000000001 0.22339500000000004 -0.056919999999999991 -0.11437499999999999
decision_type=2 2 2 2 2 2
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leaf_value=-0.00016458066263709282 0.00027172434467485353 -0.00040574381580487496 0.00039125349722376519 0.00019186022364666024 -0.00059199288210562331 0.00039011466015867691
leaf_weight=0.0013369669994633365 0.0010761324596227709 0.0014697973472361748 0.0012684207604904047 0.0010198277561277338 0.0010230610403514848 0.0010156855356204179
leaf_count=676 394 174 383 338 378 778
internal_value=0 -4.68018e-05 0.000106025 -0.00013473 -0.00022966 -8.05185e-05
internal_weight=0 0.00713376 0.00260539 0.00452837 0.00350854 0.00248548
internal_count=3121 2727 1059 1668 1330 952
is_linear=0
shrinkage=0.00196078


Tree=9376
num_leaves=6
num_cat=0
split_feature=52 12 13 1 16
split_gain=1.64713e-05 2.60065e-05 4.36213e-05 3.74658e-05 3.72974e-05
threshold=0.11434500000000002 0.097825000000000009 -0.094514999999999988 0.086560000000000012 -0.073849999999999985
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.00027770377150309797 -0.00022895913585954008 0.00026984757344159996 0.00010454983700270727 -0.00055033149370960969 -6.8155475058894146e-05
leaf_weight=0.0013355956764622657 0.001083151568589672 0.0013976311742664692 0.0015951391725950153 0.0010998224499224815 0.0014042987001404057
leaf_count=271 501 409 1172 317 451
internal_value=0 3.12977e-05 -3.00479e-05 -0.000130318 -0.00027993
internal_weight=0 0.00683249 0.00543486 0.00409926 0.00250412
internal_count=3121 2620 2211 1940 768
is_linear=0
shrinkage=0.00196078


Tree=9377
num_leaves=7
num_cat=0
split_feature=52 15 3 15 49 15
split_gain=1.81841e-05 3.07244e-05 5.33237e-05 5.2635e-05 4.68325e-05 3.43128e-05
threshold=0.11434500000000002 -0.016799999999999995 -0.08824499999999999 -0.15026499999999995 -0.026779999999999995 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
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right_child=-2 2 5 4 -6 -7
leaf_value=0.00028529464786933967 -0.0002371999633137239 -0.00015796028807901543 0.00060158335724882703 7.715549948502348e-05 -0.00047388954310193107 0.00011029867880322691
leaf_weight=0.0010004849878917309 0.001078019023672429 0.0012307702489444904 0.0010770010699101061 0.0010038336433314042 0.0014487624056096558 0.0011097888668515194
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internal_value=0 3.67116e-05 0.000168512 -9.37334e-05 -0.00024835 0.000352258
internal_weight=0 0.00687064 0.00341756 0.00345308 0.0024526 0.00218679
internal_count=3121 2620 1405 1215 936 925
is_linear=0
shrinkage=0.00196078


Tree=9378
num_leaves=6
num_cat=0
split_feature=484 0 16 52 49
split_gain=1.85903e-05 2.73032e-05 4.99212e-05 4.34381e-05 3.10115e-05
threshold=0.073690000000000019 -0.11756999999999999 -0.056919999999999991 0.091275000000000009 -0.026779999999999995
decision_type=2 2 2 2 2
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leaf_count=153 394 1247 852 211 264
internal_value=0 -3.78208e-05 5.41038e-05 -0.000126686 -0.000199296
internal_weight=0 0.0070719 0.00450646 0.00254972 0.00256544
internal_count=3121 2727 2310 1063 417
is_linear=0
shrinkage=0.00196078


Tree=9379
num_leaves=7
num_cat=0
split_feature=484 1 13 4 49 4
split_gain=2.06781e-05 2.30872e-05 5.57272e-05 5.40194e-05 2.92662e-05 1.24315e-05
threshold=0.073690000000000019 0.08844500000000001 -0.080759999999999985 -0.083854999999999985 -0.0055299999999999993 0.098655000000000007
decision_type=2 2 2 2 2 2
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leaf_weight=0.0014391369623911435 0.0010382118861182775 0.0011658059335753891 0.0010821428334684617 0.0010640825009027521 0.0011097019898518427 0.0010034847313391423
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internal_value=0 -4.34388e-05 4.27131e-05 -0.000193534 -9.11679e-05 4.31175e-05
internal_weight=0 0.00686435 0.00436114 0.00250322 0.00319533 0.00211319
internal_count=3121 2727 1103 1624 776 578
is_linear=0
shrinkage=0.00196078


Tree=9380
num_leaves=7
num_cat=0
split_feature=484 49 52 15 15 0
split_gain=2.29243e-05 2.01902e-05 3.6848e-05 6.25111e-05 7.27012e-05 2.41532e-05
threshold=0.073690000000000019 -0.081404999999999991 -0.07167999999999998 -0.11713499999999999 -0.031204999999999997 -0.077639999999999987
decision_type=2 2 2 2 2 2
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internal_value=0 -4.64728e-05 -9.14163e-05 -1.6604e-05 0.000110146 -8.29798e-05
internal_weight=0 0.0068574 0.00581904 0.00473134 0.0035945 0.00242931
internal_count=3121 2727 2514 1923 1606 1191
is_linear=0
shrinkage=0.00196078


Tree=9381
num_leaves=7
num_cat=0
split_feature=484 49 52 15 15 3
split_gain=2.29257e-05 2.38135e-05 3.08126e-05 5.59464e-05 6.82768e-05 2.6889e-05
threshold=0.073690000000000019 -0.081404999999999991 -0.07167999999999998 -0.11713499999999999 -0.031204999999999997 -0.020429999999999997
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
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leaf_weight=0.0010598856364252927 0.0010431180364780532 0.0011007565420175312 0.0011589878933532948 0.0011687059924241263 0.001366205294931254 0.0010882278157935219
leaf_count=213 394 591 317 415 1088 103
internal_value=0 -4.60811e-05 -9.48238e-05 -2.67416e-05 9.3209e-05 -9.25291e-05
internal_weight=0 0.00694277 0.00588288 0.00478213 0.00362314 0.00245443
internal_count=3121 2727 2514 1923 1606 1191
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shrinkage=0.00196078


Tree=9382
num_leaves=6
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split_feature=52 0 4 0 15
split_gain=1.07794e-05 2.31758e-05 2.92284e-05 2.85319e-05 5.10695e-05
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decision_type=2 2 2 2 2
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leaf_count=228 501 202 681 1269 240
internal_value=0 0.00144128 0.00875188 -0.00347777 0.00166284
internal_weight=0 0.00644465 0.00259219 0.00385246 0.00283935
internal_count=3121 2620 883 1737 468
is_linear=0
shrinkage=0.1


Tree=9383
num_leaves=6
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split_feature=15 15 48 52 43
split_gain=1.13729e-05 2.19442e-05 2.44614e-05 3.3336e-05 5.16007e-05
threshold=-0.15914499999999995 -0.095869999999999983 0.089575000000000016 -0.088204999999999992 -0.0037449999999999996
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
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leaf_value=0.0092163726033902982 -0.014718193661583241 -0.017946742869620499 0.014383270133556704 -0.012153299455251794 0.013836722464198087
leaf_weight=0.0011227548537636935 0.0010754243554213011 0.001047514526416844 0.0010787720066193262 0.0013391190219026574 0.0017784232023292817
leaf_count=351 275 514 245 1156 580
internal_value=0 -0.00170569 0.000962966 -0.00251296 0.00267289
internal_weight=0 0.00631925 0.00524383 0.00416506 0.00311754
internal_count=3121 2770 2495 2250 1736
is_linear=0
shrinkage=0.1


Tree=9384
num_leaves=5
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split_feature=484 42 43 2
split_gain=1.07332e-05 1.805e-05 2.76033e-05 2.83267e-05
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decision_type=2 2 2 2
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right_child=-2 -3 3 -5
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leaf_weight=0.0012837326559653828 0.0010063546370452509 0.00179792170162429 0.0017701825664994386 0.0015702577895052837
leaf_count=946 435 1017 431 292
internal_value=0 -0.00155712 -0.00486286 -7.32616e-05
internal_weight=0 0.00642209 0.00462417 0.00334044
internal_count=3121 2686 1669 723
is_linear=0
shrinkage=0.1


Tree=9385
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split_feature=1 0 13 3 13
split_gain=1.01363e-05 3.57751e-05 2.73364e-05 2.68257e-05 1.67104e-05
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decision_type=2 2 2 2 2
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leaf_weight=0.0010940110392839305 0.0015181758738247735 0.0010325426437809108 0.0015832618901841038 0.0010897218832294341 0.001102688727717411
leaf_count=989 679 286 340 102 725
internal_value=0 -0.00425817 0.00319662 -0.00288986 0.00327588
internal_weight=0 0.00322924 0.00419116 0.00267298 0.00213523
internal_count=3121 2000 1121 442 1011
is_linear=0
shrinkage=0.1


Tree=9386
num_leaves=6
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split_feature=42 52 16 3 15
split_gain=1.10983e-05 2.3685e-05 3.24409e-05 2.11142e-05 2.31118e-05
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decision_type=2 2 2 2 2
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leaf_weight=0.0011137874391834407 0.0010499577243140617 0.0011833565300248057 0.0012960011122064674 0.0012558637157971081 0.0015103409084336935
leaf_count=547 630 499 489 157 799
internal_value=0 0.00152939 -0.00628357 0.0062964 0.0112888
internal_weight=0 0.00635935 0.00240979 0.00394956 0.0026937
internal_count=3121 2491 1036 1455 1298
is_linear=0
shrinkage=0.1


Tree=9387
num_leaves=5
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split_feature=457 2 0 43
split_gain=1.0952e-05 2.63476e-05 3.98039e-05 4.02491e-05
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decision_type=2 2 2 2
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leaf_weight=0.001154464041213376 0.0010588655443822936 0.0015627785730206855 0.0017880772426201574 0.0018345351333236702
leaf_count=251 267 473 884 1246
internal_value=0 -0.00161104 -0.00529825 -0.000145242
internal_weight=0 0.00633985 0.00477708 0.00362261
internal_count=3121 2854 2381 2130
is_linear=0
shrinkage=0.1


Tree=9388
num_leaves=6
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split_feature=42 52 2 43 2
split_gain=1.55852e-05 3.21959e-05 2.55119e-05 3.76196e-05 3.11394e-05
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decision_type=2 2 2 2 2
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leaf_count=575 630 1043 347 366 160
internal_value=0 3.30532e-05 0.000100313 0.000198807 0.000352268
internal_weight=0 0.00677389 0.00542968 0.00353262 0.00224264
internal_count=3121 2491 1916 1569 526
is_linear=0
shrinkage=0.00196078


Tree=9389
num_leaves=7
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split_feature=484 48 0 52 3 13
split_gain=1.85813e-05 2.55963e-05 7.97705e-05 3.87052e-05 3.77083e-05 1.73872e-05
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decision_type=2 2 2 2 2 2
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leaf_weight=0.0011021034347531589 0.0010364706357377683 0.0011596456692243018 0.0011222574583908441 0.0012231875507019104 0.0012190885133220777 0.001023498412768538
leaf_count=686 394 81 455 547 772 186
internal_value=0 -4.14349e-05 0.000128151 -0.000126152 -2.43708e-05 -0.000175421
internal_weight=0 0.00684978 0.0022819 0.00456788 0.00346577 0.00224259
internal_count=3121 2727 536 2191 1505 958
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Tree=9390
num_leaves=6
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split_feature=484 49 52 4 1
split_gain=1.9188e-05 2.03872e-05 4.46574e-05 6.99809e-05 4.997e-05
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decision_type=2 2 2 2 2
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right_child=-2 2 -4 4 -6
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leaf_weight=0.0010671658224046783 0.0010676503206983505 0.0012579902413110099 0.0019268155126627119 0.0010549301842081406 0.0017245583545246652
leaf_count=213 394 1007 897 322 288
internal_value=0 -4.37339e-05 -8.83942e-05 -0.000205603 -3.19352e-05
internal_weight=0 0.00703146 0.00596429 0.00403748 0.00277949
internal_count=3121 2727 2514 1617 610
is_linear=0
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Tree=9391
num_leaves=6
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split_feature=52 52 12 4 1
split_gain=1.06495e-05 2.17573e-05 3.10386e-05 5.47037e-05 3.76253e-05
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decision_type=2 2 2 2 2
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leaf_count=558 501 562 334 811 355
internal_value=0 0.00145857 -0.00106211 -0.00478212 0.00174291
internal_weight=0 0.00640823 0.00539804 0.00435091 0.00325027
internal_count=3121 2620 2058 1724 1166
is_linear=0
shrinkage=0.1


Tree=9392
num_leaves=6
num_cat=0
split_feature=484 48 0 16 52
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decision_type=2 2 2 2 2
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leaf_weight=0.0018975280863859369 0.0010455373077994396 0.0011892927010396584 0.0011547028737842651 0.0015851100330642493 0.0011200627855653784
leaf_count=982 394 86 474 885 300
internal_value=0 -4.94696e-05 0.000120356 -0.000135956 -0.000270154
internal_weight=0 0.0069467 0.002344 0.0046027 0.00270517
internal_count=3121 2727 560 2167 1185
is_linear=0
shrinkage=0.00196078


Tree=9393
num_leaves=6
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split_feature=484 12 52 13 0
split_gain=1.21077e-05 1.76225e-05 4.31352e-05 5.82996e-05 4.32641e-05
threshold=0.044540000000000003 0.098810000000000023 0.10024500000000001 -0.076599999999999988 -0.17169499999999996
decision_type=2 2 2 2 2
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internal_weight=0 0.00641092 0.00516483 0.00415479 0.00260952
internal_count=3121 2686 2246 1884 1124
is_linear=0
shrinkage=0.1


Tree=9394
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00690473 0.00579914 0.00478777 0.00327706 0.00223632
internal_count=3121 2512 2197 1958 1266 1075
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Tree=9395
num_leaves=7
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split_feature=484 49 52 15 15 3
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decision_type=2 2 2 2 2 2
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leaf_weight=0.0010810381437874389 0.0010758406420875522 0.0011397668179400026 0.0011694021876301267 0.0012146817771830003 0.0013955320173097922 0.0011103568599381713
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internal_weight=0 0.00711078 0.00602974 0.00488997 0.00372057 0.00250589
internal_count=3121 2727 2514 1923 1606 1191
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Tree=9396
num_leaves=6
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split_feature=52 15 3 1 15
split_gain=1.12623e-05 2.1986e-05 5.24396e-05 4.23027e-05 3.48718e-05
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decision_type=2 2 2 2 2
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internal_weight=0 0.00641052 0.00318796 0.00322256 0.00204229
internal_count=3121 2620 1405 1215 925
is_linear=0
shrinkage=0.1


Tree=9397
num_leaves=7
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split_feature=131 13 160 16 12 3
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decision_type=2 2 2 2 2 2
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internal_count=3121 2599 1553 1302 1046 786
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shrinkage=0.00196078


Tree=9398
num_leaves=6
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split_gain=2.08889e-05 3.05698e-05 8.78573e-05 3.4802e-05 5.06639e-05
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decision_type=2 2 2 2 2
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is_linear=0
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Tree=9399
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internal_count=3121 548 2573 2306 1435
is_linear=0
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Tree=9400
num_leaves=6
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split_feature=1 16 2 3 2
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internal_count=3121 548 2573 2183 1617
is_linear=0
shrinkage=0.1


Tree=9401
num_leaves=6
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split_feature=484 12 52 13 0
split_gain=1.04433e-05 1.51092e-05 3.84621e-05 4.77199e-05 3.17534e-05
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internal_weight=0 0.00640595 0.00515806 0.00414971 0.00260504
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is_linear=0
shrinkage=0.1


Tree=9402
num_leaves=7
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split_feature=484 49 1 52 3 12
split_gain=1.50593e-05 1.97053e-05 2.94681e-05 5.51569e-05 4.2056e-05 6.14655e-05
threshold=0.073690000000000019 -0.081404999999999991 0.08844500000000001 0.091275000000000009 0.10732000000000001 0.090840000000000018
decision_type=2 2 2 2 2 2
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leaf_weight=0.0010438143584865041 0.0010322187958677238 0.0010051907030695843 0.0014701868865620998 0.0010255806766609351 0.0012156867433066139 0.0010436269398158083
leaf_count=213 394 1124 388 419 190 393
internal_value=0 -3.70867e-05 -8.20054e-05 -0.00027206 2.14825e-05 0.000166281
internal_weight=0 0.00680409 0.00576027 0.00203077 0.0037295 0.00251381
internal_count=3121 2727 2514 1543 971 781
is_linear=0
shrinkage=0.00196078


Tree=9403
num_leaves=6
num_cat=0
split_feature=52 0 4 47 3
split_gain=1.24101e-05 2.40571e-05 4.26417e-05 2.51478e-05 3.11298e-05
threshold=0.11434500000000002 -0.062294999999999996 -0.35136499999999998 1.0000000180025095e-35 0.090900000000000009
decision_type=2 2 2 2 2
left_child=1 3 -3 4 -1
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leaf_value=-0.0051654314782865474 -0.010351982186959981 -0.0044859362784318074 0.023621900015158792 -0.014484647482956321 0.016443462986503985
leaf_weight=0.0019331010642179597 0.0010074651681418094 0.0010352129377322042 0.0011276764965171817 0.0012826788406155717 0.0010176174345527245
leaf_count=1675 501 199 298 286 162
internal_value=0 0.00158884 0.0101688 -0.00279475 0.00228685
internal_weight=0 0.00639629 0.00216289 0.0042334 0.00295072
internal_count=3121 2620 497 2123 1837
is_linear=0
shrinkage=0.1


Tree=9404
num_leaves=6
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split_feature=1 52 3 3 12
split_gain=1.6465e-05 2.67859e-05 0.000100589 4.54962e-05 2.31622e-05
threshold=0.10937500000000001 0.10160000000000001 0.090900000000000009 -0.082094999999999987 0.051320000000000005
decision_type=2 2 2 2 2
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right_child=4 -3 -4 -5 -6
leaf_value=6.2041106313093052e-05 0.00026255405521099248 -0.00035447414156999213 0.00053612219815433028 -0.00040382875202359786 -0.00011185691204807287
leaf_weight=0.0016027986691597919 0.0016331528194472975 0.001036840950085635 0.0010129637210450505 0.0016210882748116625 0.0010396309363966782
leaf_count=1106 369 493 138 836 179
internal_value=0 -7.1992e-05 -2.86305e-06 -0.000172215 0.00011692
internal_weight=0 0.00527369 0.00423685 0.00322389 0.00267278
internal_count=3121 2573 2080 1942 548
is_linear=0
shrinkage=0.00196078


Tree=9405
num_leaves=6
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split_feature=1 4 3 3 2
split_gain=1.13777e-05 3.30775e-05 2.17848e-05 4.73922e-05 7.65284e-06
threshold=0.090405000000000013 -0.15764999999999998 0.083060000000000009 -0.077774999999999983 0.113445
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -4
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leaf_value=0.0071032368343762952 -0.0037024956901628003 -0.01336382995774031 -0.010040052649603236 0.026164997815204455 0.0021692743609578635
leaf_weight=0.0013916256566816308 0.0011184926123676611 0.0018253609026893578 0.0010292338725929012 0.0010118931947229409 0.0010242991448125012
leaf_count=142 378 1858 137 434 172
internal_value=0 -0.00451005 0.00339954 0.010484 -0.00395006
internal_weight=0 0.00321699 0.00418392 0.00213039 0.00205353
internal_count=3121 2000 1121 812 309
is_linear=0
shrinkage=0.1


Tree=9406
num_leaves=7
num_cat=0
split_feature=50 4 13 3 12 49
split_gain=1.58255e-05 3.03266e-05 2.04277e-05 3.79946e-05 5.69562e-05 6.42259e-05
threshold=0.079410000000000008 0.27834500000000006 -0.13710499999999998 -0.10519499999999998 0.051320000000000005 -0.006494999999999999
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 4 -6 -7
leaf_value=-0.00027521231698571697 -0.00022623608104557647 0.00032934855026008715 0.00032919047010141795 -0.00024364235536067973 -0.00042615296056231226 0.00040746843477757979
leaf_weight=0.001036795048563635 0.0010619289902980078 0.00109978506213162 0.0012051300529440177 0.0010948651745164941 0.0011765343265033165 0.0012445158740519422
leaf_count=129 609 315 235 174 1457 202
internal_value=0 3.09951e-05 -2.59923e-05 2.87392e-05 -7.42447e-05 0.000102739
internal_weight=0 0.00685763 0.00575784 0.00472105 0.00351592 0.00233938
internal_count=3121 2512 2197 2068 1833 376
is_linear=0
shrinkage=0.00196078


Tree=9407
num_leaves=6
num_cat=0
split_feature=457 1 15 1 4
split_gain=1.43291e-05 2.12423e-05 3.02953e-05 7.39314e-05 3.48028e-05
threshold=0.069910000000000014 0.12500000000000003 -0.14601999999999996 0.096125000000000016 -0.083854999999999985
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=0.00022078806099090159 0.00019775060711217795 0.00021917689399012674 0.00017978008291741758 -0.00053941601539004896 -0.00021659932155529779
leaf_weight=0.0010233159883928583 0.0011429460747768867 0.001036738510778611 0.0018960330837825253 0.0013517824571818195 0.0015460710476834956
leaf_count=236 267 261 491 396 1470
internal_value=0 -3.93959e-05 -8.54786e-05 -0.000150855 1.74052e-06
internal_weight=0 0.00685394 0.0058172 0.00479389 0.0034421
internal_count=3121 2854 2593 2357 1961
is_linear=0
shrinkage=0.00196078


Tree=9408
num_leaves=6
num_cat=0
split_feature=42 157 0 16 0
split_gain=1.19361e-05 2.41593e-05 4.08516e-05 5.21286e-05 2.58001e-05
threshold=0.092620000000000022 -1.0000000180025095e-35 -0.019414999999999998 -0.056919999999999991 -0.10836499999999999
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.012641538857768506 -0.0099273761827754648 -0.001242843370134924 0.01909846735461003 -0.019014095061289916 0.018296098583729232
leaf_weight=0.0010046245631231878 0.0010483311549357478 0.0017404531699380156 0.0013777330148126085 0.001133681660610647 0.0011047793572819635
leaf_count=520 630 325 198 621 827
internal_value=0 0.00158879 0.00425764 -0.000881117 0.00634396
internal_weight=0 0.00636127 0.00535665 0.00397891 0.00284523
internal_count=3121 2491 1971 1773 1152
is_linear=0
shrinkage=0.1


Tree=9409
num_leaves=7
num_cat=0
split_feature=484 49 52 2 52 0
split_gain=1.36084e-05 2.66801e-05 3.68546e-05 7.18436e-05 5.22851e-05 5.35995e-05
threshold=0.073690000000000019 -0.081404999999999991 0.10744000000000002 0.10097500000000002 -1.0000000180025095e-35 -0.084804999999999978
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=0.00024912969047009235 0.00020516673541572401 -0.00034541754783062298 0.0002473419054808788 -0.00048244847058137618 -0.00011106761189964178 0.0005228221678464784
leaf_weight=0.0010603191526304895 0.0010258447455661094 0.001016377418803806 0.001030340737232527 0.0017185088734165332 0.0010505560675713923 0.0010020052781071751
leaf_count=213 394 566 400 557 440 551
internal_value=0 -3.69252e-05 -8.906e-05 -0.000161459 1.82842e-05 0.00019838
internal_weight=0 0.00687811 0.00581779 0.00478745 0.00306894 0.00205256
internal_count=3121 2727 2514 2114 1557 991
is_linear=0
shrinkage=0.00196078


Tree=9410
num_leaves=5
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split_feature=4 13 13 1
split_gain=1.14462e-05 2.90942e-05 2.46202e-05 3.06811e-05
threshold=0.24564500000000003 -0.13710499999999998 -0.0034749999999999994 0.086560000000000012
decision_type=2 2 2 2
left_child=1 -1 -3 -4
right_child=-2 2 3 -5
leaf_value=-0.017450641034166461 0.0069128772173992666 0.011329078538118846 0.0081891731122254261 -0.012389029977484254
leaf_weight=0.001029883089567047 0.0017938220628372107 0.0015647145721666184 0.0012102448874511315 0.0018052940190304218
leaf_count=166 426 1701 466 362
internal_value=0 -0.00226381 0.00115099 -0.00413025
internal_weight=0 0.00561014 0.00458025 0.00301554
internal_count=3121 2695 2529 828
is_linear=0
shrinkage=0.1


Tree=9411
num_leaves=6
num_cat=0
split_feature=1 0 15 47 52
split_gain=1.19303e-05 2.27818e-05 2.14446e-05 3.69718e-05 2.426e-05
threshold=0.077565000000000009 0.062580000000000011 1.0000000180025095e-35 0.087235000000000021 -0.0080349999999999987
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=-0.01677197940488671 0.005324162945326485 0.0037246542690478842 -0.010540662287216732 -0.0050256302111033341 0.025750379489883235
leaf_weight=0.0010582083889294949 0.0013889926239241015 0.0011122522137917313 0.0010093149024682276 0.0018259716942362388 0.0010001152927369152
leaf_count=1565 416 71 433 295 341
internal_value=0 -0.00626848 0.00255208 0.00568718 0.0138749
internal_weight=0 0.00217046 0.00522439 0.00421508 0.00238911
internal_count=3121 1636 1485 1052 757
is_linear=0
shrinkage=0.1


Tree=9412
num_leaves=6
num_cat=0
split_feature=52 15 3 1 15
split_gain=1.23146e-05 1.99583e-05 4.46325e-05 4.33594e-05 2.45406e-05
threshold=0.11434500000000002 -0.016799999999999995 -0.08824499999999999 0.11181500000000001 1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 3 -3 -1 -4
right_child=-2 2 4 -5 -6
leaf_value=0.0065322706026002073 -0.010345441322928466 -0.0086096090840359542 0.027171773917193394 -0.016809625779780756 0.0051649938291903775
leaf_weight=0.0017696573913261516 0.0010009014732419745 0.0011400670848167233 0.0010092582602207107 0.0014461421390374023 0.0010176752554980155
leaf_count=882 501 480 235 333 690
internal_value=0 0.00158471 0.00721948 -0.00396456 0.0161227
internal_weight=0 0.0063828 0.003167 0.0032158 0.00202693
internal_count=3121 2620 1405 1215 925
is_linear=0
shrinkage=0.1


Tree=9413
num_leaves=6
num_cat=0
split_feature=13 16 151 160 2
split_gain=2.68183e-05 7.2931e-05 3.40189e-05 4.37651e-05 4.66207e-05
threshold=0.11217000000000001 0.22339500000000004 -0.0083949999999999979 -1.0000000180025095e-35 0.099185000000000009
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.0002207918473647036 0.00025229331919915485 -0.00053113681110569853 -0.00021495735415223851 4.2641817933553679e-05 0.00052398445653811213
leaf_weight=0.0014707303356997579 0.0013606152824414955 0.0010252944324537772 0.0010873062055146879 0.0018824520370731891 0.001313376219114336
leaf_count=491 217 401 663 1050 299
internal_value=0 -4.93515e-05 3.6499e-05 0.000124847 0.000240457
internal_weight=0 0.00677916 0.00575386 0.00428313 0.00319583
internal_count=3121 2904 2503 2012 1349
is_linear=0
shrinkage=0.00196078


Tree=9414
num_leaves=6
num_cat=0
split_feature=4 15 16 16 47
split_gain=1.75766e-05 3.04209e-05 6.0247e-05 4.43454e-05 2.00797e-05
threshold=-0.35136499999999998 -0.016799999999999995 -0.090344999999999995 -0.008904999999999998 0.088915000000000008
decision_type=2 2 2 2 2
left_child=-1 2 4 -3 -2
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leaf_value=-0.00020368027022661664 0.00035799457022020291 -3.9999172114838191e-05 -0.00033101516552027185 0.00046414002793302648 -2.9950185238808626e-05
leaf_weight=0.0013717235984034475 0.0010010740384540926 0.0014056890491064909 0.0018167036216602114 0.0012831786297452272 0.0010520001432494236
leaf_count=236 456 1069 851 384 125
internal_value=0 4.03838e-05 -7.09304e-05 0.000200586 0.000159211
internal_weight=0 0.00655865 0.00386978 0.00268887 0.00205307
internal_count=3121 2885 1432 1453 581
is_linear=0
shrinkage=0.00196078


Tree=9415
num_leaves=6
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split_feature=1 3 52 0 0
split_gain=1.52789e-05 1.99961e-05 4.48356e-05 3.12344e-05 1.72563e-05
threshold=0.10937500000000001 -0.12018999999999998 0.084960000000000022 -0.10011499999999998 -0.11437499999999999
decision_type=2 2 2 2 2
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leaf_count=267 165 285 813 1208 383
internal_value=0 -0.00325988 -0.00680922 -5.08445e-05 0.00636562
internal_weight=0 0.00491058 0.00375033 0.00271358 0.00248291
internal_count=3121 2573 2306 1493 548
is_linear=0
shrinkage=0.1


Tree=9416
num_leaves=7
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split_feature=50 15 457 0 3 15
split_gain=2.1013e-05 3.68465e-05 3.52628e-05 6.73445e-05 3.65984e-05 3.65315e-05
threshold=0.079410000000000008 -0.14755499999999996 0.069910000000000014 -0.14116499999999996 -0.10519499999999998 -0.016799999999999995
decision_type=2 2 2 2 2 2
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leaf_value=0.00038663942541925525 -0.00025483013584690279 -0.00053836697398160574 0.00029761554330432806 0.00032186470811030671 -0.00036434448126772094 9.3719555169959553e-05
leaf_weight=0.0010061824833768173 0.0010769923287109913 0.0010199154189329991 0.0011069478798062084 0.001146754271178062 0.0011375486277479291 0.0016264672758929651
leaf_count=342 609 160 239 204 607 960
internal_value=0 3.92483e-05 -1.8645e-05 -8.96461e-05 2.73787e-05 -9.47997e-05
internal_weight=0 0.00704382 0.00603763 0.00493069 0.00391077 0.00276402
internal_count=3121 2512 2170 1931 1771 1567
is_linear=0
shrinkage=0.00196078


Tree=9417
num_leaves=6
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split_feature=3 13 48 2 15
split_gain=1.75969e-05 2.67487e-05 5.20523e-05 4.86234e-05 3.60494e-05
threshold=0.11658 -0.095539999999999986 0.083985000000000018 0.084245000000000014 -0.016799999999999995
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
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leaf_count=217 240 257 438 1476 493
internal_value=0 -5.4039e-05 3.44633e-06 -0.000109505 9.16081e-05
internal_weight=0 0.0061957 0.00516702 0.00388673 0.00211128
internal_count=3121 2881 2664 2226 750
is_linear=0
shrinkage=0.00196078


Tree=9418
num_leaves=6
num_cat=0
split_feature=1 43 52 16 16
split_gain=1.25781e-05 1.82547e-05 2.51577e-05 3.41193e-05 1.79753e-05
threshold=0.10937500000000001 -0.084004999999999982 0.0046550000000000003 -0.088159999999999988 -0.071854999999999988
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -2
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leaf_value=0.0067214636526862414 0.014405900700612871 0.010013362185649223 -0.020022270789242069 -0.013354849493222182 -0.0025962182702637965
leaf_weight=0.0013949109168354982 0.0012235785416380132 0.001279887199023457 0.00102104981433758 0.0012207602916454066 0.0012643993276676253
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internal_value=0 -0.00296037 -0.00679526 -0.00139448 0.00576536
internal_weight=0 0.00491661 0.0035217 0.00250065 0.00248798
internal_count=3121 2573 1919 1081 548
is_linear=0
shrinkage=0.1


Tree=9419
num_leaves=6
num_cat=0
split_feature=484 15 52 3 0
split_gain=1.8229e-05 2.13564e-05 2.99542e-05 4.62907e-05 3.75969e-05
threshold=0.073690000000000019 -0.11713499999999999 -1.0000000180025095e-35 -0.083924999999999986 -0.084144999999999984
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
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internal_value=0 -4.15256e-05 1.19607e-05 0.00011425 -4.06935e-05
internal_weight=0 0.00686412 0.00553935 0.00368487 0.00246139
internal_count=3121 2727 2334 1458 918
is_linear=0
shrinkage=0.00196078


Tree=9420
num_leaves=6
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split_feature=42 49 1 4 0
split_gain=1.20655e-05 2.3363e-05 2.56415e-05 3.8127e-05 2.08798e-05
threshold=0.092620000000000022 -0.00064499999999999985 0.111945 -0.0016099999999999997 -0.043914999999999989
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.0080162385412968842 -0.0099525749047440892 0.019387597045083478 0.01810462230246844 -0.013355459496002538 -0.0002756621710858268
leaf_weight=0.0018042701336804991 0.0010514581234214023 0.0010108378809250201 0.0011817810603176812 0.0011957235956950862 0.0011594412743627935
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internal_weight=0 0.00635205 0.00454778 0.003366 0.00217028
internal_count=3121 2491 1908 1670 1269
is_linear=0
shrinkage=0.1


Tree=9421
num_leaves=6
num_cat=0
split_feature=49 52 2 42 3
split_gain=1.1535e-05 1.45918e-05 5.32177e-05 4.9644e-05 1.31758e-05
threshold=-0.043469999999999995 0.10744000000000002 0.10097500000000002 0.084050000000000014 -0.0025099999999999996
decision_type=2 2 2 2 2
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leaf_value=0.0071585461476583595 0.0043029234804768971 0.0086151638841619037 -0.019175210530748971 -0.014762735667136206 0.020485577430353036
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internal_value=0 -0.00219839 -0.00457562 0.0032577 0.0123543
internal_weight=0 0.00567638 0.00465339 0.00302848 0.00201256
internal_count=3121 2696 2192 1653 927
is_linear=0
shrinkage=0.1


Tree=9422
num_leaves=6
num_cat=0
split_feature=2 52 4 0 16
split_gain=1.75448e-05 2.48749e-05 3.0265e-05 1.96254e-05 1.85819e-05
threshold=0.099185000000000009 -0.088204999999999992 -0.0016099999999999997 -0.071924999999999989 -0.25582999999999995
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -2
right_child=3 2 -4 -5 -6
leaf_value=-0.00034223961476494835 4.3431003499804929e-05 0.00018364433750556257 -0.00018184282160570294 -8.0227850512965058e-05 0.00041513974242052938
leaf_weight=0.001074224527735897 0.0010627448113100218 0.0017245999983817443 0.0017600623867465534 0.001340895465468762 0.0010070163350753068
leaf_count=410 182 1320 472 466 271
internal_value=0 -8.1376e-05 -9.5897e-07 0.000104564 0.000224281
internal_weight=0 0.00455889 0.00348466 0.00341066 0.00206976
internal_count=3121 2202 1792 919 453
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shrinkage=0.00196078


Tree=9423
num_leaves=6
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split_feature=1 0 13 3 3
split_gain=1.07767e-05 2.77876e-05 2.19457e-05 2.44683e-05 1.74168e-05
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decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -3
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leaf_value=-0.017408225665649021 0.012899232817972207 0.010866759879621882 0.0057592715193645165 -0.013770724821868112 -0.0072764261184490213
leaf_weight=0.0010845289423077635 0.00152132381714171 0.0011164081745041496 0.0015824648533917371 0.0010788500884478872 0.0010057773096337334
leaf_count=989 679 555 340 102 456
internal_value=0 -0.00438656 0.00331877 -0.00215784 0.00226807
internal_weight=0 0.00320671 0.00418264 0.00266131 0.00212219
internal_count=3121 2000 1121 442 1011
is_linear=0
shrinkage=0.1


Tree=9424
num_leaves=7
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split_feature=42 43 3 0 151 2
split_gain=1.87638e-05 2.42037e-05 2.67926e-05 8.54066e-05 4.25145e-05 1.24114e-05
threshold=0.092620000000000022 0.070450000000000013 -0.087784999999999988 -0.082974999999999979 -0.0077149999999999988 0.10527500000000002
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 -5 5 -7
leaf_value=0.00022135524291785899 -0.00023968346319202676 0.00030951000192087539 -0.00025961820069527884 -0.00054364513082716046 9.086711604047532e-05 0.00038604424237627724
leaf_weight=0.0013916091607058968 0.0011227611354098646 0.0010382621074568063 0.0010051462564513122 0.0011732528828386247 0.0011876444625084337 0.0010163293725551411
leaf_count=650 630 253 296 528 639 125
internal_value=0 3.38906e-05 -1.56706e-05 -9.09374e-05 7.45724e-05 0.000226984
internal_weight=0 0.00681224 0.00577398 0.00438237 0.00320912 0.00220397
internal_count=3121 2491 2238 1588 1060 764
is_linear=0
shrinkage=0.00196078


Tree=9425
num_leaves=5
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split_feature=457 2 43 13
split_gain=1.07652e-05 2.5363e-05 2.85783e-05 5.40425e-05
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decision_type=2 2 2 2
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right_child=-2 -3 3 -5
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leaf_weight=0.0019661424973941469 0.0010649312733720566 0.0015608299134392744 0.0011020437461685831 0.0016956041348110992
leaf_count=962 267 473 185 1234
internal_value=0 -0.00159273 -0.00521754 -0.0117106
internal_weight=0 0.00632462 0.00476379 0.00279765
internal_count=3121 2854 2381 1419
is_linear=0
shrinkage=0.1


Tree=9426
num_leaves=6
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split_feature=15 4 2 15 16
split_gain=1.08891e-05 2.3552e-05 2.69843e-05 3.50324e-05 4.5961e-05
threshold=-0.15914499999999995 0.098655000000000007 0.10644500000000001 -0.028889999999999996 0.029300000000000003
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
right_child=1 -3 -4 4 -6
leaf_value=0.0090490767741935024 0.010421047763850437 -0.013099271882598266 0.014085654699568621 0.0032158372077712421 -0.025113968732082298
leaf_weight=0.0011214454432828969 0.0012818801913871323 0.0013961406697926976 0.0012819548688758099 0.0012080040230985451 0.0010888442480977176
leaf_count=351 648 278 403 1170 271
internal_value=0 -0.0016515 0.00163665 -0.00282277 -0.0102142
internal_weight=0 0.00625682 0.00486068 0.00357873 0.00229685
internal_count=3121 2770 2492 2089 1441
is_linear=0
shrinkage=0.1


Tree=9427
num_leaves=6
num_cat=0
split_feature=484 42 43 2 4
split_gain=2.23862e-05 2.02896e-05 2.14799e-05 4.27864e-05 7.42165e-05
threshold=0.073690000000000019 -0.025789999999999997 1.0000000180025095e-35 0.11411 0.0061450000000000003
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.00028030742614994453 0.00026286867687153195 -9.9183471580856724e-05 -0.00024815658021707678 -0.00023825016151922756 0.00047688930769721296
leaf_weight=0.0011594559221045526 0.0010561750358600895 0.0018055239617142623 0.0010653636304048288 0.0013354603780569214 0.0016415405095356467
leaf_count=663 394 1104 348 289 323
internal_value=0 -4.33545e-05 3.62598e-06 5.97135e-05 0.00017515
internal_weight=0 0.00700734 0.00584789 0.00478252 0.00344706
internal_count=3121 2727 2064 1716 1427
is_linear=0
shrinkage=0.00196078


Tree=9428
num_leaves=6
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split_feature=50 4 160 52 16
split_gain=2.01445e-05 2.46958e-05 2.01004e-05 2.08207e-05 4.91554e-05
threshold=0.079410000000000008 0.27834500000000006 -0.027994999999999996 0.091275000000000009 -0.056919999999999991
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=0.00022961523237815433 -0.00025650166782753445 0.00030734327964312491 5.8393416084690473e-05 0.0001614639496534614 -0.00041265959857648298
leaf_weight=0.0010475962722753295 0.001039326576775689 0.0010874994405563566 0.0019585291693661631 0.0011161969141343349 0.0015071083764014457
leaf_count=531 609 315 649 294 723
internal_value=0 3.68394e-05 -1.54168e-05 -7.14412e-05 -0.000146454
internal_weight=0 0.00671693 0.00562943 0.00458183 0.00346564
internal_count=3121 2512 2197 1666 1372
is_linear=0
shrinkage=0.00196078


Tree=9429
num_leaves=6
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split_feature=51 4 42 4 4
split_gain=1.06262e-05 1.98157e-05 3.20855e-05 4.65429e-05 3.21308e-05
threshold=0.087505000000000013 0.27834500000000006 0.086325000000000013 0.055260000000000011 -0.084369999999999987
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
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leaf_value=-0.00098767670257098256 -0.0090151397840606846 0.013909308551427434 -0.014740881666623793 -0.014597420882331812 0.020199345334085031
leaf_weight=0.0013701617029046307 0.0011166703645407753 0.0010781438175752637 0.0012786865830223858 0.0010417578364802392 0.0014987372668512837
leaf_count=445 435 321 884 186 850
internal_value=0 0.00157328 -0.000989665 0.00350664 0.0100806
internal_weight=0 0.00626749 0.00518934 0.00391066 0.0028689
internal_count=3121 2686 2365 1481 1295
is_linear=0
shrinkage=0.1


Tree=9430
num_leaves=7
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split_feature=13 16 15 151 15 16
split_gain=9.61195e-06 2.85969e-05 2.83138e-05 3.04927e-05 2.23274e-05 1.31596e-05
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decision_type=2 2 2 2 2 2
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right_child=-2 -3 5 4 -6 -7
leaf_value=-0.018632448970775338 0.0079881535294428537 -0.01674432402943379 0.0024996287179490872 0.013079874097639456 -0.0079442583956340213 0.01859536048333334
leaf_weight=0.0010320085079942422 0.001244311247682311 0.0010419703212403578 0.0010108823163948043 0.0010033274412449766 0.0010172818354175553 0.0010209623913798537
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internal_weight=0 0.00612643 0.00508446 0.00305262 0.00202061 0.00203184
internal_count=3121 2904 2466 1250 830 1216
is_linear=0
shrinkage=0.1


Tree=9431
num_leaves=7
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split_feature=50 47 4 52 16 15
split_gain=2.19046e-05 3.7975e-05 8.72945e-05 5.43056e-05 3.12668e-05 3.66621e-05
threshold=0.079410000000000008 0.10904500000000002 0.24564500000000003 -0.088204999999999992 -0.010264999999999998 -0.074054999999999996
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 4 -6 -7
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leaf_count=522 609 136 353 274 433 794
internal_value=0 2.86543e-05 8.88801e-05 -2.63988e-05 8.98271e-05 -7.38853e-05
internal_weight=0 0.00702372 0.00598022 0.00483526 0.00368306 0.00202237
internal_count=3121 2512 2376 2023 1501 1068
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shrinkage=0.00196078


Tree=9432
num_leaves=6
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split_feature=16 1 150 16 4
split_gain=1.06616e-05 3.49719e-05 3.28488e-05 4.03192e-05 2.0091e-05
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decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
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leaf_count=1511 311 213 295 643 148
internal_value=0 -0.00153924 0.00308122 -0.00165753 0.00516006
internal_weight=0 0.00637145 0.00458726 0.00349216 0.00248982
internal_count=3121 2810 1299 1004 791
is_linear=0
shrinkage=0.1


Tree=9433
num_leaves=6
num_cat=0
split_feature=50 160 43 43 48
split_gain=2.12996e-05 2.43386e-05 2.89282e-05 5.0002e-05 4.45712e-05
threshold=0.079410000000000008 -0.027994999999999996 -0.14968999999999996 -0.00045499999999999995 0.084670000000000009
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=0.0013533118762761032 0.0010516244258548168 0.001120035067701578 0.0010208278258322231 0.0018955709000197981 0.0014312064215669525
leaf_count=625 609 185 960 571 171
internal_value=0 3.45922e-05 -2.36789e-05 -9.60694e-05 2.04137e-05
internal_weight=0 0.00682095 0.00546764 0.00434761 0.00332678
internal_count=3121 2512 1887 1702 742
is_linear=0
shrinkage=0.00196078


Tree=9434
num_leaves=6
num_cat=0
split_feature=42 160 52 49 4
split_gain=1.09206e-05 2.55934e-05 2.28075e-05 3.82163e-05 4.8472e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077655000000000016 -0.047584999999999995 0.076415000000000025
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
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leaf_count=862 828 233 340 616 242
internal_value=0 0.00164464 0.00518258 0.000884947 -0.00659174
internal_weight=0 0.00619124 0.00475227 0.00343163 0.00228477
internal_count=3121 2259 1431 1091 858
is_linear=0
shrinkage=0.1


Tree=9435
num_leaves=7
num_cat=0
split_feature=42 43 51 1 43 48
split_gain=2.43873e-05 4.04988e-05 3.1233e-05 3.54561e-05 5.56343e-05 3.77023e-05
threshold=0.092620000000000022 0.070450000000000013 -0.076794999999999988 0.094090000000000021 -0.081289999999999987 0.10358500000000001
decision_type=2 2 2 2 2 2
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leaf_weight=0.001160642047020639 0.0011770150416786493 0.0010768496681618032 0.0010076714166803735 0.0015158005265531022 0.0012695691463477257 0.0010601130694243739
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internal_value=0 3.80735e-05 -2.46328e-05 4.44706e-05 -0.000133777 0.000202051
internal_weight=0 0.00709065 0.0060138 0.00485315 0.00227724 0.00257591
internal_count=3121 2491 2238 1817 1307 510
is_linear=0
shrinkage=0.00196078


Tree=9436
num_leaves=6
num_cat=0
split_feature=42 49 0 15 3
split_gain=1.07312e-05 2.61985e-05 2.23813e-05 5.40112e-05 1.82508e-05
threshold=0.092620000000000022 -0.00064499999999999985 -0.083914999999999976 -0.10203999999999998 -0.084524999999999975
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -4
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leaf_value=-0.0086999404419236797 -0.0094741430857176803 -0.0018595446243986767 0.009071380862878526 0.029732736118017963 -0.0087237973575336174
leaf_weight=0.0017999536413289734 0.0010352527618422824 0.0011599845306949331 0.0010000893891820095 0.0010143842542572053 0.0013602049976749004
leaf_count=583 630 255 494 666 493
internal_value=0 0.00150758 0.00555927 0.0128789 -0.00118373
internal_weight=0 0.00633462 0.00453466 0.00217437 0.00236029
internal_count=3121 2491 1908 921 987
is_linear=0
shrinkage=0.1


Tree=9437
num_leaves=7
num_cat=0
split_feature=50 4 151 43 16 0
split_gain=1.85523e-05 2.2609e-05 5.07006e-05 4.24661e-05 4.92067e-05 7.49232e-05
threshold=0.079410000000000008 0.40473500000000007 -0.024429999999999997 0.05259500000000001 -0.08595499999999999 -0.053834999999999994
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=0.0010117774459447847 0.0010801465570579151 0.0010025598759906829 0.0011725783495699221 0.0011216889896536607 0.0013638610804377112 0.001298275821684403
leaf_count=381 609 279 414 265 898 275
internal_value=0 2.83048e-05 -1.74635e-05 -9.91169e-05 -0.000197278 -4.98661e-05
internal_weight=0 0.00697074 0.00596818 0.0049564 0.00383472 0.00266214
internal_count=3121 2512 2233 1852 1587 1173
is_linear=0
shrinkage=0.00196078


Tree=9438
num_leaves=6
num_cat=0
split_feature=50 4 16 2 4
split_gain=1.11276e-05 2.14627e-05 1.86525e-05 2.82993e-05 2.40779e-05
threshold=0.077805000000000013 0.27834500000000006 0.0047850000000000011 0.096540000000000015 0.0061450000000000003
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
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internal_weight=0 0.00635964 0.00533653 0.00245302 0.00288351
internal_count=3121 2506 2191 660 1531
is_linear=0
shrinkage=0.1


Tree=9439
num_leaves=6
num_cat=0
split_feature=42 43 51 15 2
split_gain=9.70193e-06 2.32208e-05 2.115e-05 2.50067e-05 4.15858e-05
threshold=0.092620000000000022 0.05259500000000001 -0.070629999999999984 -0.10324499999999999 0.090425000000000019
decision_type=2 2 2 2 2
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right_child=-2 -3 3 4 -6
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internal_weight=0 0.00632485 0.00530543 0.00429234 0.00303858
internal_count=3121 2491 2201 1776 1465
is_linear=0
shrinkage=0.1


Tree=9440
num_leaves=6
num_cat=0
split_feature=15 13 0 15 12
split_gain=1.08679e-05 2.04306e-05 2.90794e-05 3.65048e-05 1.96216e-05
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decision_type=2 2 2 2 2
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internal_weight=0 0.0058936 0.00477087 0.00265794 0.00211293
internal_count=3121 2637 2470 1191 1279
is_linear=0
shrinkage=0.1


Tree=9441
num_leaves=6
num_cat=0
split_feature=1 12 2 12 1
split_gain=1.03472e-05 3.05749e-05 3.22552e-05 4.36848e-05 4.4975e-05
threshold=0.12500000000000003 0.098810000000000023 0.086590000000000014 0.085440000000000016 0.10508500000000001
decision_type=2 2 2 2 2
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internal_weight=0 0.00630402 0.00525472 0.00362519 0.00256198
internal_count=3121 2842 2428 1361 591
is_linear=0
shrinkage=0.1


Tree=9442
num_leaves=6
num_cat=0
split_feature=457 1 4 4 2
split_gain=1.01125e-05 2.04877e-05 1.6895e-05 3.7141e-05 1.1212e-05
threshold=0.069910000000000014 0.12337000000000002 -0.083854999999999985 0.053180000000000012 0.10613000000000002
decision_type=2 2 2 2 2
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internal_value=0 -0.00154841 -0.00410029 -0.00840376 -0.000195789
internal_weight=0 0.00626688 0.0052259 0.00332257 0.00207312
internal_count=3121 2854 2579 1970 458
is_linear=0
shrinkage=0.1


Tree=9443
num_leaves=6
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split_feature=484 49 0 16 52
split_gain=1.80396e-05 2.22232e-05 2.64976e-05 5.76045e-05 4.94185e-05
threshold=0.073690000000000019 -0.081404999999999991 -0.11756999999999999 -0.056919999999999991 0.091275000000000009
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.00022541339485713754 0.00023862003523187754 -0.00027415495068293171 0.00029317007467969747 -0.00050610780614040356 9.0053941531153945e-05
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leaf_count=213 394 341 1197 771 205
internal_value=0 -4.23636e-05 -9.01116e-05 7.49242e-06 -0.000201701
internal_weight=0 0.00668249 0.00567124 0.00370589 0.00213932
internal_count=3121 2727 2514 2173 976
is_linear=0
shrinkage=0.00196078


Tree=9444
num_leaves=7
num_cat=0
split_feature=50 160 2 4 52 1
split_gain=1.77104e-05 2.12581e-05 3.04079e-05 5.34482e-05 5.76339e-05 5.32434e-05
threshold=0.079410000000000008 -0.027994999999999996 0.116525 0.0061450000000000003 0.077655000000000016 0.10612500000000001
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=0.00025013420157349352 -0.00023927428227022869 -0.00046656083531205008 -0.00033073739637347522 0.00059127480169892982 0.0001560197218933004 -1.3201288913200326e-05
leaf_weight=0.0013685991089625281 0.0010749930191849824 0.0011827948940893534 0.0010083853934203619 0.0010200571601129136 0.0011064371168846496 0.0012427918126440638
leaf_count=625 609 666 268 267 541 145
internal_value=0 3.12207e-05 -2.26605e-05 4.55853e-05 -0.000165654 0.000259287
internal_weight=0 0.00692907 0.00556047 0.00455208 0.00228923 0.00226285
internal_count=3121 2512 1887 1619 1207 412
is_linear=0
shrinkage=0.00196078


Tree=9445
num_leaves=6
num_cat=0
split_feature=484 49 52 1 1
split_gain=2.2723e-05 2.50437e-05 4.40303e-05 6.09642e-05 5.41865e-05
threshold=0.073690000000000019 -0.081404999999999991 0.091275000000000009 0.08844500000000001 0.10708500000000001
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=0.00023242897347206339 0.00026535666036539405 -0.00062435683323506012 0.00017362995410762072 0.0002479864204640277 -0.00027969690486242643
leaf_weight=0.0010397404074038363 0.0010252688047276519 0.0010114075930035132 0.0016413320076845306 0.0012394026887373381 0.0018877119681913724
leaf_count=213 394 1124 557 434 399
internal_value=0 -4.77244e-05 -9.81213e-05 -0.000205898 -7.05545e-05
internal_weight=0 0.00681959 0.00577985 0.00413852 0.00312711
internal_count=3121 2727 2514 1957 833
is_linear=0
shrinkage=0.00196078


Tree=9446
num_leaves=5
num_cat=0
split_feature=15 3 0 49
split_gain=9.8235e-06 1.78832e-05 2.61992e-05 3.74191e-05
threshold=-0.11713499999999999 -0.086554999999999979 -0.082974999999999979 -0.006494999999999999
decision_type=2 2 2 2
left_child=-1 -2 3 -3
right_child=1 2 -4 -5
leaf_value=-0.0074005454048659243 0.010547929822908579 -0.0076571653848010839 -0.011091241300708252 0.016912340797680513
leaf_weight=0.00145272666629866 0.0016677997403503541 0.001211415685638544 0.0017397909480821577 0.0012694214353889206
leaf_count=484 784 281 917 655
internal_value=0 0.00178117 -0.00168306 0.00491482
internal_weight=0 0.00588843 0.00422063 0.00248084
internal_count=3121 2637 1853 936
is_linear=0
shrinkage=0.1


Tree=9447
num_leaves=5
num_cat=0
split_feature=12 1 16 2
split_gain=1.04863e-05 3.90134e-05 0.000100531 2.70865e-05
threshold=0.051320000000000005 0.094090000000000021 -0.074319999999999983 0.08622500000000001
decision_type=2 2 2 2
left_child=1 -1 -3 -2
right_child=3 2 -4 -5
leaf_value=-0.0089739370868202901 -0.013573839477762431 -0.010564518061895477 0.031276295309829491 0.0040211967539453128
leaf_weight=0.0014946624547014613 0.0016006860984723087 0.0010760264544713452 0.0012314219164054794 0.0019296829543222029
leaf_count=254 987 306 261 1313
internal_value=0 0.0036121 0.0117648 -0.00395648
internal_weight=0 0.00380211 0.00230745 0.00353037
internal_count=3121 821 567 2300
is_linear=0
shrinkage=0.1


Tree=9448
num_leaves=5
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split_feature=49 3 3 1
split_gain=9.81164e-06 1.60405e-05 3.50794e-05 5.5739e-05
threshold=-0.043469999999999995 -0.078934999999999991 0.10732000000000001 0.092390000000000014
decision_type=2 2 2 2
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leaf_weight=0.001696593523516015 0.0018914907157075657 0.001032852580679883 0.001691047418907958 0.0010036685245438208
leaf_count=425 1565 559 202 370
internal_value=0 -0.00203908 0.0017669 0.0106068
internal_weight=0 0.00561906 0.00372757 0.00203652
internal_count=3121 2696 1131 929
is_linear=0
shrinkage=0.1


Tree=9449
num_leaves=6
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split_feature=13 12 52 2 3
split_gain=1.61038e-05 2.41468e-05 4.83006e-05 2.79657e-05 3.91217e-05
threshold=-0.23438999999999996 0.09334000000000002 0.10024500000000001 0.10882500000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
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leaf_weight=0.0010069539668349625 0.0018441123758625329 0.0014658255301094767 0.0010392814272791526 0.001097115485389745 0.0014514364834571811
leaf_count=169 1372 802 359 221 198
internal_value=0 -4.41459e-05 1.61196e-05 -7.38158e-05 1.64537e-05
internal_weight=0 0.00689777 0.00543195 0.00439266 0.00329555
internal_count=3121 2952 2150 1791 1570
is_linear=0
shrinkage=0.00196078


Tree=9450
num_leaves=7
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split_feature=484 49 52 15 15 3
split_gain=1.69657e-05 2.13879e-05 3.25359e-05 6.34908e-05 6.15217e-05 2.03587e-05
threshold=0.073690000000000019 -0.081404999999999991 -0.07167999999999998 -0.11713499999999999 -0.031204999999999997 -0.020429999999999997
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 4 5 -7
leaf_value=0.0002209222196807582 0.00023219250810341038 -0.00039838605086416355 -0.00042410904619373313 0.00048951589228556135 9.548345327273336e-05 -0.00027335039631588723
leaf_weight=0.0010143702520088562 0.0010047688051337492 0.001057258490163168 0.0011131524740730916 0.0011308382268907765 0.0012997848640235099 0.0010323606071244058
leaf_count=213 394 591 317 415 1088 103
internal_value=0 -4.11752e-05 -8.83695e-05 -1.6744e-05 0.000114201 -6.77866e-05
internal_weight=0 0.00664776 0.00563339 0.00457614 0.00346298 0.00233215
internal_count=3121 2727 2514 1923 1606 1191
is_linear=0
shrinkage=0.00196078


Tree=9451
num_leaves=6
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split_feature=0 12 2 4 48
split_gain=9.30194e-06 2.86284e-05 3.61874e-05 2.4835e-05 2.20533e-05
threshold=-0.060129999999999996 0.090995000000000006 0.089885000000000007 -0.35136499999999998 0.084170000000000009
decision_type=2 2 2 2 2
left_child=1 2 -1 -2 -4
right_child=3 -3 4 -5 -6
leaf_value=-0.012106360513477283 -0.0059071645581279721 -0.017006862882862159 -0.0019741343700825325 0.014038911447732666 0.017106062624257797
leaf_weight=0.0012800458678554416 0.0011528564689319246 0.0010733372619266676 0.0010895313587855082 0.0013613834981546908 0.001364327207466555
leaf_count=1149 227 813 388 346 198
internal_value=0 -0.00261343 0.00152406 0.00489302 0.00863431
internal_weight=0 0.00480724 0.0037339 0.00251424 0.00245386
internal_count=3121 2548 1735 573 586
is_linear=0
shrinkage=0.1


Tree=9452
num_leaves=6
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split_feature=51 160 43 16 15
split_gain=9.89882e-06 2.07523e-05 3.02501e-05 2.89789e-05 3.85032e-05
threshold=0.087505000000000013 -0.027994999999999996 -0.14968999999999996 -0.083539999999999989 -0.055554999999999993
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.013044566198054339 -0.0087282015519631433 0.013175146658758111 -0.010948428743503522 -0.014941990558213273 0.016359172425995314
leaf_weight=0.0012488745233076295 0.0011101574370240537 0.0011081934463833066 0.001050362671525063 0.0017768402336271641 0.0010155575420343573
leaf_count=691 435 187 297 1092 419
internal_value=0 0.0015252 -0.00138055 -0.0055782 0.00247534
internal_weight=0 0.00619983 0.00495095 0.00384276 0.00206592
internal_count=3121 2686 1995 1808 716
is_linear=0
shrinkage=0.1


Tree=9453
num_leaves=6
num_cat=0
split_feature=42 160 43 16 48
split_gain=1.03046e-05 2.03073e-05 2.17344e-05 2.37363e-05 3.75301e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 -0.056919999999999991 0.086260000000000017
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0086273019318336315 -0.0088548664495417036 0.016094968108874608 0.019036690090292567 -0.010918009971926504 -0.0065706904010650394
leaf_weight=0.0011702305895831266 0.0014228121988641429 0.0012473704198012357 0.001179172854276973 0.0011660820049727177 0.0011121221573645239
leaf_count=862 828 482 498 322 129
internal_value=0 0.00161343 0.00477926 0.000696726 0.00660768
internal_weight=0 0.00612756 0.00470475 0.00345738 0.0022913
internal_count=3121 2259 1431 949 627
is_linear=0
shrinkage=0.1


Tree=9454
num_leaves=6
num_cat=0
split_feature=42 0 49 15 16
split_gain=1.08021e-05 2.4486e-05 2.92904e-05 4.81803e-05 7.19168e-05
threshold=0.092620000000000022 0.041630000000000007 -0.054319999999999993 -0.016799999999999995 -0.073849999999999985
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.015534233473345102 -0.00953952849322935 0.014723970559401995 0.0086626509825128758 0.015875516017046374 -0.026706626011831644
leaf_weight=0.0011433844462335864 0.0010253963632709329 0.0011489773453796292 0.001338006918799834 0.0016232794252773585 0.0010079536957803758
leaf_count=299 630 215 408 1034 535
internal_value=0 0.00153283 -0.00143166 0.00263074 -0.00653394
internal_weight=0 0.0062616 0.00511262 0.00396924 0.00234596
internal_count=3121 2491 2276 1977 943
is_linear=0
shrinkage=0.1


Tree=9455
num_leaves=5
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split_feature=15 42 15 47
split_gain=1.02746e-05 3.27966e-05 3.37557e-05 2.5089e-05
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decision_type=2 2 2 2
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right_child=-2 -3 -4 -5
leaf_value=0.0081221931383444051 -0.0070100012988328006 -0.010799256929009583 0.017101107785884664 -0.012393921962656167
leaf_weight=0.0013199601491383159 0.0016323642262030362 0.001477414192092419 0.0017528438983322051 0.0010868720362377886
leaf_count=496 1216 910 303 196
internal_value=0 0.00199943 0.00654521 -0.00114243
internal_weight=0 0.00563709 0.00415968 0.00240683
internal_count=3121 1905 995 692
is_linear=0
shrinkage=0.1


Tree=9456
num_leaves=5
num_cat=0
split_feature=4 151 16 13
split_gain=1.07565e-05 2.29459e-05 5.80277e-05 2.90136e-05
threshold=0.24564500000000003 -0.0071249999999999985 -0.088909999999999989 -0.0034749999999999994
decision_type=2 2 2 2
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leaf_weight=0.0010488231686938548 0.0017644195307076034 0.0010402088327375204 0.0015848669566271938 0.0018214534005342854
leaf_count=463 426 501 1142 589
internal_value=0 -0.00220209 -0.0053404 0.000972439
internal_weight=0 0.00549535 0.00444653 0.00340632
internal_count=3121 2695 2232 1731
is_linear=0
shrinkage=0.1


Tree=9457
num_leaves=7
num_cat=0
split_feature=49 52 2 0 15 4
split_gain=2.11117e-05 2.63921e-05 5.83553e-05 4.2736e-05 3.85771e-05 3.08978e-05
threshold=-0.081404999999999991 0.10744000000000002 0.10097500000000002 -0.060129999999999996 -0.085319999999999993 0.0061450000000000003
decision_type=2 2 2 2 2 2
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leaf_value=0.00024642079481475423 -0.00034526134775144892 0.00022600849595859758 -9.8143724425028101e-05 0.0003299637814364621 -0.00063476287589668968 0.00010772182590744566
leaf_weight=0.0011184947570313762 0.00111796629167254 0.0011567857650844381 0.0010452000648150557 0.0013324374378217963 0.0010154639151291945 0.0012006878160366668
leaf_count=240 1296 518 253 192 362 260
internal_value=0 -4.40719e-05 -9.87705e-05 5.01236e-05 -0.000362581 -0.000110689
internal_weight=0 0.00686854 0.00571176 0.00365109 0.00206066 0.00231865
internal_count=3121 2881 2363 1748 615 1556
is_linear=0
shrinkage=0.00196078


Tree=9458
num_leaves=6
num_cat=0
split_feature=49 16 13 16 4
split_gain=9.67898e-06 1.44362e-05 2.41125e-05 3.80418e-05 2.65131e-05
threshold=-0.043469999999999995 -0.44310499999999992 0.0076650000000000008 -0.071854999999999988 -0.034939999999999992
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
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leaf_weight=0.0016831117979951805 0.0010093007833006547 0.0010590770594058252 0.0013986351447780286 0.0010296220056426797 0.0010816787815105943
leaf_count=425 217 915 440 516 608
internal_value=0 -0.00202806 0.00036291 0.00518802 -0.00257023
internal_weight=0 0.00557831 0.00456901 0.00317038 0.0021113
internal_count=3121 2696 2479 2039 1124
is_linear=0
shrinkage=0.1


Tree=9459
num_leaves=5
num_cat=0
split_feature=4 151 16 13
split_gain=9.32705e-06 1.72983e-05 4.98023e-05 2.33838e-05
threshold=0.24564500000000003 -0.0071249999999999985 -0.088909999999999989 -0.0034749999999999994
decision_type=2 2 2 2
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right_child=-2 2 3 -5
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leaf_weight=0.0010472726150495713 0.0017647488935295204 0.0010336375416245365 0.001583686158809482 0.0018213674072737494
leaf_count=463 426 501 1142 589
internal_value=0 -0.00205436 -0.00478193 0.00105412
internal_weight=0 0.00548596 0.00443869 0.00340505
internal_count=3121 2695 2232 1731
is_linear=0
shrinkage=0.1


Tree=9460
num_leaves=6
num_cat=0
split_feature=15 4 12 1 0
split_gain=8.54978e-06 2.294e-05 2.53754e-05 5.79394e-05 1.49726e-05
threshold=-0.15914499999999995 0.098655000000000007 0.084100000000000022 0.094385000000000011 -0.053834999999999994
decision_type=2 2 2 2 2
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leaf_weight=0.0011042272377101703 0.0016688548862031128 0.0013768918395083039 0.0010102112151724671 0.0010347910154511538 0.0010462540053286129
leaf_count=351 412 278 1594 258 228
internal_value=0 -0.00147649 0.00181172 0.00817944 -0.00655995
internal_weight=0 0.006137 0.00476011 0.00270365 0.00205647
internal_count=3121 2770 2492 670 1822
is_linear=0
shrinkage=0.1


Tree=9461
num_leaves=6
num_cat=0
split_feature=50 4 160 0 12
split_gain=1.81689e-05 2.30414e-05 1.76518e-05 2.27554e-05 3.29144e-05
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decision_type=2 2 2 2 2
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leaf_weight=0.0010320618422331148 0.0010192585508932246 0.0010668022236196362 0.0014773277426415265 0.0011990349963126438 0.0018768884891944256
leaf_count=531 609 315 235 215 1216
internal_value=0 3.23165e-05 -1.81174e-05 -7.05973e-05 2.5467e-05
internal_weight=0 0.00665212 0.00558531 0.00455325 0.00307592
internal_count=3121 2512 2197 1666 1431
is_linear=0
shrinkage=0.00196078


Tree=9462
num_leaves=6
num_cat=0
split_feature=0 42 43 16 4
split_gain=1.03902e-05 2.11402e-05 3.26736e-05 2.21342e-05 1.81435e-05
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decision_type=2 2 2 2 2
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internal_value=0 -0.00202375 -0.00495731 0.000681006 0.00637771
internal_weight=0 0.00565577 0.00459731 0.00317646 0.00216716
internal_count=3121 2796 2058 771 597
is_linear=0
shrinkage=0.1


Tree=9463
num_leaves=7
num_cat=0
split_feature=484 48 0 16 15 13
split_gain=1.79396e-05 2.25678e-05 7.61487e-05 4.16396e-05 2.49109e-05 3.00843e-05
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decision_type=2 2 2 2 2 2
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leaf_value=0.00017252240393205429 0.00024502185977246486 -0.00022411367835541949 0.00049744699051574204 -0.0004893854914769137 -0.00035934085015993408 0.00011406515668781416
leaf_weight=0.0013471759432660472 0.0010191770353193443 0.0011598086807433974 0.0010915063007101416 0.0010308784554849022 0.0010048776906086705 0.0010610387136137599
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internal_value=0 -3.42192e-05 0.000125721 -0.000115245 -0.00024043 -0.000116203
internal_weight=0 0.00669529 0.00225131 0.00444397 0.00309679 0.00206592
internal_count=3121 2727 536 2191 1838 1325
is_linear=0
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Tree=9464
num_leaves=6
num_cat=0
split_feature=51 49 16 15 0
split_gain=1.01003e-05 1.6923e-05 3.0279e-05 2.00858e-05 7.8059e-05
threshold=0.087505000000000013 -0.026779999999999995 -0.088394999999999987 -0.016799999999999995 -0.014954999999999998
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.01169917997383129 -0.0088252325525622326 -0.012091568028854568 -0.0064041454530652051 0.029055196467603257 -0.0097202397428586725
leaf_weight=0.0012995870676960923 0.0011030468675357454 0.0016613591112481126 0.0010926353298052307 0.0010757661480829707 0.0010034310629103238
leaf_count=350 435 638 610 925 163
internal_value=0 0.00156883 -0.0011551 0.00457326 0.010342
internal_weight=0 0.00613278 0.00483319 0.00317183 0.0020792
internal_count=3121 2686 2336 1698 1088
is_linear=0
shrinkage=0.1


Tree=9465
num_leaves=5
num_cat=0
split_feature=4 4 12 3
split_gain=1.03223e-05 1.6795e-05 1.56023e-05 1.52921e-05
threshold=0.24564500000000003 -0.0016099999999999997 0.084100000000000022 0.086245000000000016
decision_type=2 2 2 2
left_child=1 2 -1 -3
right_child=-2 3 -4 -5
leaf_value=0.0094013203526593335 0.0066394546452538481 -0.00081863237675549704 -0.0042256044861556687 -0.017945184791380558
leaf_weight=0.0015903703520250912 0.0017631700045240362 0.0010635864941433502 0.0017813266196674612 0.0010226054850314564
leaf_count=515 426 547 1537 96
internal_value=0 -0.00216148 0.00220198 -0.00921369
internal_weight=0 0.00545789 0.0033717 0.00208619
internal_count=3121 2695 2052 643
is_linear=0
shrinkage=0.1


Tree=9466
num_leaves=6
num_cat=0
split_feature=0 1 13 4 15
split_gain=1.00376e-05 3.02982e-05 3.29066e-05 2.16835e-05 1.85007e-05
threshold=-0.060129999999999996 0.08844500000000001 -0.0025349999999999995 -0.35136499999999998 -0.10091499999999999
decision_type=2 2 2 2 2
left_child=1 -1 -3 -2 -4
right_child=3 2 4 -5 -6
leaf_value=-0.016307349639471735 -0.0049093088389165892 0.014698500655613449 0.00423876486118927 0.013869137666351028 -0.013985040119653984
leaf_weight=0.0012171960479287801 0.0011473849205378237 0.0012914915040844284 0.0010584000092783855 0.0013250019530094811 0.0011760736035676539
leaf_count=1665 227 601 86 346 196
internal_value=0 -0.00270439 0.00199147 0.00515444 -0.005353
internal_weight=0 0.00474316 0.00352597 0.00247239 0.00223447
internal_count=3121 2548 883 573 282
is_linear=0
shrinkage=0.1


Tree=9467
num_leaves=5
num_cat=0
split_feature=0 43 1 4
split_gain=9.66569e-06 1.87133e-05 2.48164e-05 4.4664e-05
threshold=-1.0000000180025095e-35 -0.079329999999999984 0.094465000000000007 0.098655000000000007
decision_type=2 2 2 2
left_child=1 -1 -3 -4
right_child=-2 2 3 -5
leaf_value=-0.010670752366594316 0.0069070664822283787 -0.0085748602843708655 0.02327785207685051 -0.0038254381901458552
leaf_weight=0.001711962849132268 0.0015775952797930249 0.0014399494453825015 0.001074113945654564 0.0014011514241943543
leaf_count=968 325 1294 281 253
internal_value=0 -0.00194987 0.00186342 0.00793573
internal_weight=0 0.00562718 0.00391521 0.00247527
internal_count=3121 2796 1828 534
is_linear=0
shrinkage=0.1


Tree=9468
num_leaves=6
num_cat=0
split_feature=50 160 49 3 3
split_gain=1.89176e-05 2.41794e-05 3.51829e-05 3.89848e-05 3.28098e-05
threshold=0.079410000000000008 -0.027994999999999996 -0.043469999999999995 -0.075944999999999985 0.11296500000000002
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.00027040558174567554 -0.00024616609500685257 0.00022229004184981513 -0.0003949569321095926 0.00019773881053082983 -0.00025596721184585077
leaf_weight=0.0013492454546856509 0.0010610930905611705 0.0015999797505413162 0.0013334947451260964 0.0015503029442885279 0.0010133406860253582
leaf_count=625 609 301 1058 430 98
internal_value=0 3.52016e-05 -2.25282e-05 -0.000123039 1.84008e-05
internal_weight=0 0.00684636 0.00549712 0.00389714 0.00256364
internal_count=3121 2512 1887 1586 528
is_linear=0
shrinkage=0.00196078


Tree=9469
num_leaves=7
num_cat=0
split_feature=484 48 0 16 52 1
split_gain=2.73412e-05 2.23905e-05 8.92248e-05 4.8025e-05 3.63965e-05 6.18295e-05
threshold=0.073690000000000019 0.083985000000000018 -0.18113999999999997 -0.15241499999999997 0.096795000000000006 0.095285000000000022
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=0.00017093728330906652 0.0002920331588921872 -0.00026659142462517253 0.00050361288151747595 -0.00073588708951333669 4.3124239676975839e-05 -7.1147253649074863e-05
leaf_weight=0.0014315705831023291 0.0010458367368224464 0.0011851577002414751 0.0011292853884877991 0.0010851789337111887 0.001021372560148347 0.001066825822378483
leaf_count=353 394 81 455 1176 361 301
internal_value=0 -4.81179e-05 0.000109214 -0.000127193 -0.000261685 -0.000406352
internal_weight=0 0.00691939 0.00231444 0.00460495 0.00317338 0.002152
internal_count=3121 2727 536 2191 1838 1477
is_linear=0
shrinkage=0.00196078


Tree=9470
num_leaves=5
num_cat=0
split_feature=42 51 2 2
split_gain=9.39236e-06 2.39129e-05 2.20633e-05 3.08356e-05
threshold=0.092620000000000022 -0.076794999999999988 0.086590000000000014 0.10613000000000002
decision_type=2 2 2 2
left_child=1 -1 -3 -4
right_child=-2 2 3 -5
leaf_value=-0.012295874134441501 -0.0089197773400377361 -0.0058053636826042657 0.017881575020273165 -0.0005794503567768391
leaf_weight=0.0010516028157249698 0.0010173674128733145 0.0015326783912048636 0.0017821266305798359 0.0018378361963000515
leaf_count=446 630 902 759 384
internal_value=0 0.00144646 0.00425113 0.00850901
internal_weight=0 0.00620424 0.00515264 0.00361996
internal_count=3121 2491 2045 1143
is_linear=0
shrinkage=0.1


Tree=9471
num_leaves=6
num_cat=0
split_feature=50 160 4 52 16
split_gain=1.49274e-05 1.75302e-05 2.4766e-05 2.59525e-05 4.14652e-05
threshold=0.079410000000000008 -0.027994999999999996 0.24564500000000003 0.091275000000000009 -0.056919999999999991
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.00023464309434480604 -0.00022328891886430892 4.7901869798258078e-05 0.0002145317159149622 0.00016666359546634716 -0.00041956714564395797
leaf_weight=0.0013054931906947044 0.0010241419143626525 0.0014245747971997644 0.0013124024930149135 0.0010603563701976973 0.0014952198736427811
leaf_count=625 609 585 292 287 723
internal_value=0 3.11447e-05 -1.90514e-05 -9.60724e-05 -0.000191488
internal_weight=0 0.00659805 0.00529255 0.00398015 0.00291979
internal_count=3121 2512 1887 1595 1308
is_linear=0
shrinkage=0.00196078


Tree=9472
num_leaves=6
num_cat=0
split_feature=13 16 52 16 2
split_gain=8.96339e-06 2.94172e-05 3.30045e-05 3.52227e-05 3.19987e-05
threshold=0.11217000000000001 0.071345000000000006 -0.049749999999999996 -0.078844999999999985 0.091545000000000015
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=0.015785297728779478 0.0078508029118977384 -0.014525132042153513 0.016752209920429667 -0.018554533296168303 -0.0067538138980020026
leaf_weight=0.0012903753590305803 0.0012067460105897381 0.0013609029058230292 0.0010444219307910237 0.0010184941563397163 0.0012999374727178787
leaf_count=451 217 517 727 826 383
internal_value=0 -0.00159278 0.00218947 -0.00302744 0.00371822
internal_weight=0 0.00601413 0.00465323 0.00336285 0.00234436
internal_count=3121 2904 2387 1936 1110
is_linear=0
shrinkage=0.1


Tree=9473
num_leaves=5
num_cat=0
split_feature=16 1 4 42
split_gain=8.8949e-06 1.64958e-05 3.41312e-05 1.84514e-05
threshold=-0.5048999999999999 0.11323000000000001 -0.0016099999999999997 1.0000000180025095e-35
decision_type=2 2 2 2
left_child=-1 2 3 -2
right_child=1 -3 -4 -5
leaf_value=0.0082550563325824184 0.0073290771045090852 0.0072301727055910404 -0.01715938273803291 -0.0088325661974641839
leaf_weight=0.0011021569710740345 0.0019345512526740705 0.0015963600806858129 0.0014619129686512071 0.0011127296053599052
leaf_count=222 925 391 566 1017
internal_value=0 -0.00150574 -0.00459845 0.00142757
internal_weight=0 0.00610555 0.00450919 0.00304728
internal_count=3121 2899 2508 1942
is_linear=0
shrinkage=0.1


Tree=9474
num_leaves=7
num_cat=0
split_feature=484 1 12 151 2 16
split_gain=2.04369e-05 1.73457e-05 3.30912e-05 3.8248e-05 6.69601e-05 3.72008e-05
threshold=0.073690000000000019 0.12500000000000003 0.098810000000000023 -0.0083949999999999979 0.086590000000000014 -0.080344999999999986
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=-0.00033189994034336738 0.00025648957092752622 0.00019352287737866891 -0.00040434723555948717 -0.0003037540562819852 0.00056123950867946763 6.2596521961755198e-05
leaf_weight=0.0011133201312025168 0.0010010950534450926 0.0010032359911191484 0.0010283647007270904 0.0011440539597578495 0.0010003578525661504 0.0013534897136896506
leaf_count=385 394 232 387 835 363 525
internal_value=0 -4.40363e-05 -8.62961e-05 -1.53664e-05 8.53806e-05 0.000274514
internal_weight=0 0.00664282 0.00563959 0.00461122 0.0034979 0.00235385
internal_count=3121 2727 2495 2108 1723 888
is_linear=0
shrinkage=0.00196078


Tree=9475
num_leaves=7
num_cat=0
split_feature=484 52 4 4 13 1
split_gain=1.92084e-05 1.81975e-05 4.09654e-05 2.94789e-05 4.58704e-05 3.74929e-05
threshold=0.073690000000000019 -1.0000000180025095e-35 0.0061450000000000003 0.25615500000000008 -0.086589999999999986 0.090405000000000013
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=-0.00046614175213072147 0.0002459698565468344 -0.0001792371278981178 7.9775964985400778e-05 -0.00022318003326002927 3.6352394779825035e-05 0.00056046247224915565
leaf_weight=0.0010559664927815649 0.0010240851311539368 0.0012080172842916679 0.0010579246822297579 0.0013015602538444483 0.0010418144262661468 0.0010573548743001236
leaf_count=780 394 308 227 294 858 260
internal_value=0 -4.22984e-05 -0.00019293 2.67917e-05 0.000125169 0.000300347
internal_weight=0 0.00672264 0.00211389 0.00460875 0.00330719 0.00209917
internal_count=3121 2727 1007 1720 1426 1118
is_linear=0
shrinkage=0.00196078


Tree=9476
num_leaves=7
num_cat=0
split_feature=484 49 52 15 15 3
split_gain=1.78346e-05 1.86728e-05 3.08115e-05 5.48213e-05 7.03293e-05 1.82164e-05
threshold=0.065750000000000017 -0.081404999999999991 -0.07167999999999998 -0.11713499999999999 -0.031204999999999997 -0.020429999999999997
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=0.00020587906477187578 0.00024035025396281276 -0.00038528711446155921 -0.00039173385627448411 0.00051080358845711506 6.8505431232902274e-05 -0.00028158941668523233
leaf_weight=0.0010036166604371717 0.0010009733451159077 0.0010617502537530292 0.0011170674923345111 0.0011233636395056711 0.0012852116291200539 0.0010288480696301447
leaf_count=213 402 590 317 412 1084 103
internal_value=0 -4.0469e-05 -8.44911e-05 -1.43691e-05 0.000108264 -8.71493e-05
internal_weight=0 0.00661986 0.00561624 0.00455449 0.00343742 0.00231406
internal_count=3121 2719 2506 1916 1599 1187
is_linear=0
shrinkage=0.00196078


Tree=9477
num_leaves=6
num_cat=0
split_feature=42 160 43 16 48
split_gain=9.00173e-06 2.17677e-05 2.10667e-05 2.72013e-05 3.21433e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 -0.056919999999999991 0.086260000000000017
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0081390118545363009 -0.0093755792109206787 0.015994676394256804 0.018768444196213981 -0.011636648127595042 -0.00507512727796501
leaf_weight=0.0011492554874240205 0.001410138968649062 0.001236198756809222 0.0011615027454074949 0.0011664510044649338 0.0011016368226469666
leaf_count=862 828 482 498 322 129
internal_value=0 0.001512 0.00480255 0.000768334 0.00716202
internal_weight=0 0.00607593 0.00466579 0.00342959 0.00226314
internal_count=3121 2259 1431 949 627
is_linear=0
shrinkage=0.1


Tree=9478
num_leaves=5
num_cat=0
split_feature=15 42 15 15
split_gain=1.04349e-05 3.30922e-05 3.27022e-05 2.33892e-05
threshold=1.0000000180025095e-35 0.079510000000000011 -0.037864999999999989 -0.10653
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=0.0091882743757392901 -0.0071226380473741998 -0.01083713761140042 0.016987489299412881 -0.010641280863884332
leaf_weight=0.0011556067739485385 0.0016076519624884248 0.0014758295117504221 0.0017497698064313011 0.0012257647119358439
leaf_count=303 1216 910 303 389
internal_value=0 0.0020162 0.00660799 -0.0010186
internal_weight=0 0.00560697 0.00413114 0.00238137
internal_count=3121 1905 995 692
is_linear=0
shrinkage=0.1


Tree=9479
num_leaves=5
num_cat=0
split_feature=15 1 3 12
split_gain=8.45977e-06 2.71851e-05 4.00694e-05 3.84073e-05
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.10893000000000001 0.083370000000000014
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=-0.0098889499361090143 -0.0064136406154826596 0.022182518788611966 -0.0092050831186436099 -0.0010814602430635101
leaf_weight=0.0014646307544290086 0.0016068767278115438 0.0016799726815002686 0.0012250164868982481 0.0012286620895131314
leaf_count=848 1216 448 208 401
internal_value=0 0.00181792 0.00596589 0.0123554
internal_weight=0 0.00559828 0.00413365 0.00290863
internal_count=3121 1905 1057 849
is_linear=0
shrinkage=0.1


Tree=9480
num_leaves=7
num_cat=0
split_feature=484 1 12 151 2 16
split_gain=1.72268e-05 1.96882e-05 2.74738e-05 3.84209e-05 8.57099e-05 4.17724e-05
threshold=0.065750000000000017 0.12500000000000003 0.098810000000000023 -0.0083949999999999979 0.086590000000000014 -0.082779999999999979
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=-0.00033961723082029507 0.0002336062680543325 0.00021069206960011905 -0.00037773120059390408 -0.0003648772312246533 0.00059491896985446751 6.6793360724907189e-05
leaf_weight=0.0011142531092515513 0.001002588952599825 0.0010045022298837162 0.0010243598176570114 0.0011315170962009481 0.0010030636796202583 0.001351798942966183
leaf_count=385 402 232 386 831 324 561
internal_value=0 -4.21666e-05 -8.73218e-05 -2.26603e-05 7.86397e-05 0.000291751
internal_weight=0 0.00662949 0.00562499 0.00460063 0.00348638 0.00235486
internal_count=3121 2719 2487 2101 1716 885
is_linear=0
shrinkage=0.00196078


Tree=9481
num_leaves=7
num_cat=0
split_feature=484 151 48 16 16 12
split_gain=2.23436e-05 2.35883e-05 5.67742e-05 5.03992e-05 3.57519e-05 3.9121e-05
threshold=0.073690000000000019 -0.0083949999999999979 0.091545000000000015 -0.15241499999999997 0.31475000000000003 0.08401500000000002
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=-0.00027037559960548381 0.00026564318968947976 0.00026388717158307476 0.0003868924079065067 -0.00062523943776238839 7.5782945275078292e-05 -8.7872715763810175e-05
leaf_weight=0.0013830406573610843 0.0010496958581693453 0.0011316648590067382 0.0012320229406195095 0.0010854490512003667 0.0010531039542280383 0.0010014099224648135
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internal_value=0 -4.14572e-05 1.60688e-05 -9.08841e-05 -0.000218746 -0.000367376
internal_weight=0 0.00688669 0.00550365 0.00427163 0.00313996 0.00208686
internal_count=3121 2727 2283 2049 1762 1482
is_linear=0
shrinkage=0.00196078


Tree=9482
num_leaves=7
num_cat=0
split_feature=50 47 4 151 1 4
split_gain=2.39138e-05 2.38959e-05 6.63226e-05 3.89225e-05 7.51518e-05 1.98465e-05
threshold=0.079410000000000008 0.10813000000000002 0.24564500000000003 -0.0071249999999999985 0.083835000000000007 -0.16363499999999997
decision_type=2 2 2 2 2 2
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leaf_weight=0.0010063569348012055 0.0010638641674649641 0.0010015720192014868 0.0011319906200594181 0.0012863159497148037 0.00132796708739938 0.0010450833504976542
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internal_value=0 3.8903e-05 8.72169e-05 -1.60816e-05 -0.000109999 0.000102073
internal_weight=0 0.00679929 0.00579771 0.00466572 0.00365937 0.0023314
internal_count=3121 2512 2370 2019 1669 1258
is_linear=0
shrinkage=0.00196078


Tree=9483
num_leaves=6
num_cat=0
split_feature=3 52 0 43 3
split_gain=9.36747e-06 1.77155e-05 3.62715e-05 3.44049e-05 2.97661e-05
threshold=0.13524500000000003 -0.0064899999999999992 -0.14649999999999996 -0.04652499999999999 -0.083924999999999986
decision_type=2 2 2 2 2
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internal_weight=0 0.00612756 0.00378057 0.00234699 0.00268334
internal_count=3121 2929 1800 1129 1622
is_linear=0
shrinkage=0.1


Tree=9484
num_leaves=6
num_cat=0
split_feature=1 52 4 13 3
split_gain=2.39222e-05 4.14223e-05 6.16772e-05 2.21604e-05 2.42307e-05
threshold=0.090405000000000013 -0.077024999999999996 -0.083854999999999985 -0.00096999999999999983 0.10893000000000001
decision_type=2 2 2 2 2
left_child=1 -1 -3 -2 -5
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leaf_weight=0.0010255471578276103 0.0016589213660887546 0.0013953790475754301 0.0010575379711457392 0.0017100197276372709 0.0011461860542579666
leaf_count=460 679 385 1155 340 102
internal_value=0 -0.00012852 -0.000266873 8.78384e-05 -1.68508e-05
internal_weight=0 0.00347846 0.00245292 0.00451513 0.00285621
internal_count=3121 2000 1540 1121 442
is_linear=0
shrinkage=0.00196078


Tree=9485
num_leaves=5
num_cat=0
split_feature=42 160 151 1
split_gain=8.75796e-06 1.96021e-05 2.09081e-05 4.92572e-05
threshold=-0.025789999999999997 -1.0000000180025095e-35 -0.0056149999999999993 0.094825000000000007
decision_type=2 2 2 2
left_child=-1 -2 -3 -4
right_child=1 2 3 -5
leaf_value=-0.0080947933583058428 -0.0088604502555516603 -0.0078500373692714197 -0.0028633485239905596 0.02045081684430675
leaf_weight=0.0011341972636907073 0.0014102859440110428 0.0010489391877012985 0.0019137864691406038 0.0017212574396724949
leaf_count=712 837 309 825 438
internal_value=0 0.00147537 0.00458735 0.00817632
internal_weight=0 0.00609427 0.00468398 0.00363504
internal_count=3121 2409 1572 1263
is_linear=0
shrinkage=0.1


Tree=9486
num_leaves=7
num_cat=0
split_feature=50 484 52 2 48 43
split_gain=2.521e-05 2.6438e-05 2.26366e-05 4.23842e-05 7.52207e-05 4.36731e-05
threshold=0.079410000000000008 0.044540000000000003 -0.085984999999999992 0.11389000000000002 0.081275000000000014 -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=-0.00026308713507325115 -0.00028815662674274816 0.00033183949052193146 -0.00031636506992345465 -0.00029743022280893683 0.00058896402400263211 0.00019219290148156989
leaf_weight=0.0011230365015279433 0.0010540621077156928 0.0010022311226068666 0.0011567810171797771 0.0010687697529321088 0.0010531816134717303 0.0014796397789983138
leaf_count=517 609 376 765 261 240 353
internal_value=0 3.74709e-05 -1.26915e-05 4.64051e-05 0.000146004 -3.09468e-05
internal_weight=0 0.00688364 0.00588141 0.00475837 0.0036896 0.00263642
internal_count=3121 2512 2136 1619 1358 1118
is_linear=0
shrinkage=0.00196078


Tree=9487
num_leaves=6
num_cat=0
split_feature=484 49 52 4 1
split_gain=2.22633e-05 1.81301e-05 3.14146e-05 5.70914e-05 4.54916e-05
threshold=0.073690000000000019 -0.081404999999999991 0.091275000000000009 0.0052350000000000009 0.10708500000000001
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=0.00019806043604953839 0.00026857558444880929 -0.00050334911596208558 0.0001438116134167153 0.00031814118234953985 -0.00021052418233428715
leaf_weight=0.0010062466017152901 0.001004997466574775 0.0013811463600816396 0.0016135911084814271 0.0010011845953281121 0.0016690014602075462
leaf_count=213 394 1336 557 330 291
internal_value=0 -4.44742e-05 -8.75551e-05 -0.000179705 -1.23014e-05
internal_weight=0 0.00667117 0.00566492 0.00405133 0.00267019
internal_count=3121 2727 2514 1957 621
is_linear=0
shrinkage=0.00196078


Tree=9488
num_leaves=5
num_cat=0
split_feature=42 49 15 12
split_gain=9.66842e-06 2.28011e-05 1.91522e-05 2.67647e-05
threshold=0.092620000000000022 -0.00064499999999999985 -0.037864999999999989 0.088365000000000013
decision_type=2 2 2 2
left_child=1 -1 -3 -4
right_child=-2 2 3 -5
leaf_value=-0.008171008131842409 -0.0090380787595941686 -0.0026621557267825567 0.018974210168899625 -0.0015306524258315224
leaf_weight=0.0017634722776421171 0.0010230039872433233 0.0018097724853393428 0.0015755658112227926 0.0010681261590375596
leaf_count=583 630 785 650 473
internal_value=0 0.00145296 0.00526383 0.0106897
internal_weight=0 0.00621694 0.00445346 0.00264369
internal_count=3121 2491 1908 1123
is_linear=0
shrinkage=0.1


Tree=9489
num_leaves=5
num_cat=0
split_feature=49 0 47 13
split_gain=1.0831e-05 1.56478e-05 3.16166e-05 2.72159e-05
threshold=-0.043469999999999995 -0.10836499999999999 0.085270000000000026 -0.0034749999999999994
decision_type=2 2 2 2
left_child=-1 -2 3 -3
right_child=1 2 -4 -5
leaf_value=0.0070260266548334178 -0.0093946850107995052 0.0042930178166827593 0.015847317149714671 -0.016825927744091709
leaf_weight=0.0016738942412453522 0.0019403698676043225 0.0014729053441627864 0.0011034970997101223 0.0010418282720718011
leaf_count=425 370 1453 305 568
internal_value=0 -0.0021495 0.00173592 -0.00445634
internal_weight=0 0.0055586 0.00361823 0.00251473
internal_count=3121 2696 2326 2021
is_linear=0
shrinkage=0.1


Tree=9490
num_leaves=5
num_cat=0
split_feature=457 2 0 43
split_gain=9.2937e-06 1.7721e-05 3.3242e-05 3.28162e-05
threshold=0.069910000000000014 0.113445 -0.11756999999999999 -0.074359999999999996
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=-0.019525608776346133 0.0087167235896016722 0.0079242127887315297 0.0099959857226832715 -0.0092373963534921593
leaf_weight=0.0011239578864840798 0.0010412540838536013 0.0015096120479656822 0.0017431434135352331 0.0018064239726623113
leaf_count=251 267 473 884 1246
internal_value=0 -0.00149531 -0.00453794 0.000207851
internal_weight=0 0.00618314 0.00467353 0.00354957
internal_count=3121 2854 2381 2130
is_linear=0
shrinkage=0.1


Tree=9491
num_leaves=6
num_cat=0
split_feature=42 49 16 13 0
split_gain=9.49394e-06 1.74587e-05 2.66847e-05 3.70819e-05 3.40117e-05
threshold=-0.025789999999999997 -0.043469999999999995 -0.008904999999999998 -0.029529999999999997 -0.11756999999999999
decision_type=2 2 2 2 2
left_child=-1 -2 4 -4 -3
right_child=1 2 3 -5 -6
leaf_value=-0.0084245398927380363 0.010859806532503756 -0.019319338822216214 -0.0063752784844002992 0.020147666787165602 0.0042919947979798735
leaf_weight=0.0011333675431336003 0.0015117858824388727 0.0013450254406015194 0.0010677896024597789 0.0010410722443171953 0.0011165091051909288
leaf_count=712 383 234 488 270 1034
internal_value=0 0.00154426 -0.00153712 0.00671818 -0.00860965
internal_weight=0 0.00608218 0.0045704 0.00210886 0.00246153
internal_count=3121 2409 2026 758 1268
is_linear=0
shrinkage=0.1


Tree=9492
num_leaves=5
num_cat=0
split_feature=4 4 3 13
split_gain=1.01449e-05 1.64046e-05 3.82414e-05 4.0954e-05
threshold=0.24564500000000003 0.055260000000000011 0.090900000000000009 -0.033284999999999988
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=-0.021697320057836207 0.0065960484693802406 -0.013193624205533104 0.014438520951417339 0.0028067251201153885
leaf_weight=0.0010469759126767405 0.0017537226289500753 0.001078531284529562 0.0013676021262775612 0.0019568688118185517
leaf_count=1220 426 279 203 993
internal_value=0 -0.00214822 0.00057692 -0.00573404
internal_weight=0 0.00544998 0.00437145 0.00300384
internal_count=3121 2695 2416 2213
is_linear=0
shrinkage=0.1


Tree=9493
num_leaves=6
num_cat=0
split_feature=484 13 13 15 15
split_gain=3.3346e-05 1.75835e-05 3.02731e-05 2.06537e-05 3.9838e-05
threshold=0.073690000000000019 -0.076599999999999988 -0.13710499999999998 -1.0000000180025095e-35 -0.092489999999999989
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -3
right_child=-2 3 -4 -5 -6
leaf_value=-0.00010938791625599428 0.00032532528093801071 -0.00022732703157996628 0.00032271832816735716 -0.00029846821160452901 0.00025047560935706579
leaf_weight=0.0014189192601004297 0.0010503737625455738 0.0015489793277758421 0.0011117752100981821 0.0016449213039314839 0.0011835143492622978
leaf_count=227 394 331 832 902 435
internal_value=0 -4.96608e-05 8.04434e-05 -0.000124877 -2.03782e-05
internal_weight=0 0.00690811 0.00253069 0.00437741 0.00273249
internal_count=3121 2727 1059 1668 766
is_linear=0
shrinkage=0.00196078


Tree=9494
num_leaves=6
num_cat=0
split_feature=484 16 0 52 12
split_gain=2.858e-05 1.85029e-05 6.27849e-05 5.36667e-05 4.62518e-05
threshold=0.073690000000000019 -0.056919999999999991 -0.20211999999999997 0.091275000000000009 0.084100000000000022
decision_type=2 2 2 2 2
left_child=1 2 -1 -3 -4
right_child=-2 3 4 -5 -6
leaf_value=-0.00036916607228993015 0.00030115629387661777 -0.00038224414515308921 0.00050755715248894352 0.00015321075532720676 -8.9139415720324252e-06
leaf_weight=0.0010474523293357422 0.0010270504451530158 0.0017773383527322616 0.001096855998217035 0.0012092873087350261 0.0016996808196113292
leaf_count=101 394 952 354 221 1099
internal_value=0 -4.96616e-05 4.02921e-05 -0.000165438 0.000193656
internal_weight=0 0.00683061 0.00384399 0.00298663 0.00279654
internal_count=3121 2727 1554 1173 1453
is_linear=0
shrinkage=0.00196078


Tree=9495
num_leaves=6
num_cat=0
split_feature=484 13 1 3 15
split_gain=2.01908e-05 1.96711e-05 4.79366e-05 2.64731e-05 3.05868e-05
threshold=0.073690000000000019 -0.076599999999999988 0.08844500000000001 0.097915000000000016 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -3
right_child=-2 3 -4 -5 -6
leaf_value=-0.00017047356056061003 0.00025380979595661504 0.00016371676852458268 0.00038076923889839362 -0.0003599251179306798 -0.00023838134703231995
leaf_weight=0.0012569568743479548 0.0010000672789120422 0.0015680651538049399 0.0011720671495598577 0.0012906816390453411 0.0013565368428994638
leaf_count=676 394 666 383 146 856
internal_value=0 -4.50301e-05 9.55154e-05 -0.000126018 -2.2791e-05
internal_weight=0 0.00664431 0.00242902 0.00421528 0.0029246
internal_count=3121 2727 1059 1668 1522
is_linear=0
shrinkage=0.00196078


Tree=9496
num_leaves=6
num_cat=0
split_feature=15 0 0 0 4
split_gain=8.4781e-06 1.97389e-05 2.74439e-05 3.57576e-05 1.94443e-05
threshold=-0.15914499999999995 -0.14920999999999998 -0.10096999999999999 -0.062294999999999996 -0.35136499999999998
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=0.0080244880868020479 -0.012150874721960928 0.014127776459570713 -0.017809743483801911 -0.0053744888617664258 0.012701328271791983
leaf_weight=0.0011076301214547717 0.001351470956184749 0.001270556704177504 0.001115280845261293 0.0011615157069606882 0.0012203722188130382
leaf_count=351 194 300 1783 227 266
internal_value=0 -0.00148328 0.00154058 -0.00303247 0.00388675
internal_weight=0 0.0061192 0.00476773 0.00349717 0.00238189
internal_count=3121 2770 2576 2276 493
is_linear=0
shrinkage=0.1


Tree=9497
num_leaves=5
num_cat=0
split_feature=42 49 15 4
split_gain=9.2999e-06 2.31711e-05 1.81197e-05 2.35161e-05
threshold=0.092620000000000022 -0.00064499999999999985 -0.037864999999999989 -0.084369999999999987
decision_type=2 2 2 2
left_child=1 -1 -3 -4
right_child=-2 2 3 -5
leaf_value=-0.0082906679151675804 -0.0088870179064706213 -0.002424076172205017 0.0017855454038547295 0.020742214660814023
leaf_weight=0.0017570482154229414 0.0010169729501854283 0.001810706340557384 0.0014116854765452531 0.0012198815590452874
leaf_count=583 630 785 509 614
internal_value=0 0.00143036 0.00527531 0.010573
internal_weight=0 0.00619932 0.00444227 0.00263157
internal_count=3121 2491 1908 1123
is_linear=0
shrinkage=0.1


Tree=9498
num_leaves=5
num_cat=0
split_feature=484 42 43 2
split_gain=1.9674e-05 2.40757e-05 3.11699e-05 2.58484e-05
threshold=0.073690000000000019 0.08623500000000002 -1.0000000180025095e-35 0.10613000000000002
decision_type=2 2 2 2
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right_child=-2 -3 3 -5
leaf_value=-0.00036712152950241504 0.00025602355688103052 0.00014952647218443427 0.00014195305288151734 -0.00019588298420441711
leaf_weight=0.001329728933675626 0.0010046320636290414 0.0018890310857440267 0.0018802044425359733 0.0016217753137693885
leaf_count=954 394 1047 434 292
internal_value=0 -3.81639e-05 -0.000111544 -1.44996e-05
internal_weight=0 0.00672074 0.00483171 0.00350198
internal_count=3121 2727 1680 726
is_linear=0
shrinkage=0.00196078


Tree=9499
num_leaves=6
num_cat=0
split_feature=42 160 43 16 48
split_gain=9.51127e-06 1.90673e-05 2.02342e-05 2.66107e-05 3.01852e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 -0.056919999999999991 0.086260000000000017
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0083632800392781908 -0.0086467522542214847 0.015611623801978775 0.018302861080113347 -0.011559425261957142 -0.0048249780882922699
leaf_weight=0.001148920947793306 0.0014064152151886285 0.0012350731453708973 0.001157109686962543 0.0011696575133714579 0.0011015268965408867
leaf_count=862 828 482 498 322 129
internal_value=0 0.00155913 0.0046371 0.000683432 0.00702352
internal_weight=0 0.00606978 0.00466337 0.00342829 0.00225864
internal_count=3121 2259 1431 949 627
is_linear=0
shrinkage=0.1


Tree=9500
num_leaves=6
num_cat=0
split_feature=52 12 13 48 3
split_gain=2.46938e-05 3.34685e-05 5.06922e-05 4.34588e-05 5.48192e-05
threshold=0.11434500000000002 0.097825000000000009 -0.094514999999999988 0.083985000000000018 -0.028564999999999997
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=0.00029686087421713171 -0.00028625509304197746 0.00030925480364434808 -0.00060589854537690293 0.00013876548162776415 -4.1398776373168627e-05
leaf_weight=0.0013542939196485894 0.0010466867828883451 0.0013856772639714411 0.0011694209861142302 0.0014053635463112668 0.0015224927138017237
leaf_count=271 501 409 1290 353 297
internal_value=0 3.71495e-05 -3.20141e-05 -0.000140719 -0.000286629
internal_weight=0 0.00683725 0.00545157 0.00409728 0.00269191
internal_count=3121 2620 2211 1940 1587
is_linear=0
shrinkage=0.00196078


Tree=9501
num_leaves=7
num_cat=0
split_feature=484 48 0 16 15 43
split_gain=2.35463e-05 3.89149e-05 7.23944e-05 3.75317e-05 3.67331e-05 4.20812e-05
threshold=0.073690000000000019 0.083985000000000018 -0.18113999999999997 -0.15241499999999997 -0.016799999999999995 -0.083434999999999995
decision_type=2 2 2 2 2 2
left_child=1 3 -3 -1 -5 -6
right_child=-2 2 -4 4 5 -7
leaf_value=0.00012321480360593713 0.00027228578161892734 -0.0001751300984382942 0.00050960970754232806 -0.00056226518465959832 0.00017983370450382646 -0.00036369525150504756
leaf_weight=0.0013925827921438998 0.0010526739985964456 0.0012053232225698249 0.001169717632523215 0.001055003497804111 0.0010008965136995257 0.0012093619831913367
leaf_count=353 394 81 455 513 312 1013
internal_value=0 -4.21503e-05 0.000162107 -0.000146301 -0.000261246 -0.000117563
internal_weight=0 0.00703289 0.00237504 0.00465784 0.00326526 0.00221026
internal_count=3121 2727 536 2191 1838 1325
is_linear=0
shrinkage=0.00196078


Tree=9502
num_leaves=6
num_cat=0
split_feature=42 0 49 15 16
split_gain=9.23045e-06 2.183e-05 2.5529e-05 3.68284e-05 6.54278e-05
threshold=0.092620000000000022 0.041630000000000007 -0.054319999999999993 -0.016799999999999995 -0.087874999999999981
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.014653821715476766 -0.0088367054256128664 0.013806230325230104 0.010758960123616657 0.014088629788215091 -0.022778584368142119
leaf_weight=0.001130457103604798 0.0010205663175375627 0.0011585463258156001 0.0011907653047037391 0.0015983833599243001 0.0011372667168000998
leaf_count=299 630 215 378 1034 565
internal_value=0 0.00142464 -0.00141202 0.00240043 -0.00562446
internal_weight=0 0.00621542 0.00505687 0.00392642 0.00232803
internal_count=3121 2491 2276 1977 943
is_linear=0
shrinkage=0.1


Tree=9503
num_leaves=4
num_cat=0
split_feature=49 3 3
split_gain=1.07792e-05 1.54326e-05 2.93236e-05
threshold=-0.043469999999999995 -0.078934999999999991 0.099930000000000005
decision_type=2 2 2
left_child=-1 -2 -3
right_child=1 2 -4
leaf_value=0.0070241705693353633 -0.0095003333582740143 0.010533029921826552 -0.0073477010498113199
leaf_weight=0.0016695875113737317 0.0018825641572805547 0.0018434823354526535 0.0018252613455392017
leaf_count=425 1565 904 227
internal_value=0 -0.00213986 0.00163707
internal_weight=0 0.00555131 0.00366874
internal_count=3121 2696 1131
is_linear=0
shrinkage=0.1


Tree=9504
num_leaves=6
num_cat=0
split_feature=15 42 2 2 4
split_gain=1.08694e-05 2.85413e-05 2.85971e-05 4.57731e-05 4.64732e-05
threshold=1.0000000180025095e-35 0.079510000000000011 0.11389000000000002 0.098260000000000014 0.0061450000000000003
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_weight=0.0010601279395682983 0.0016072656232553485 0.0014717398142975362 0.0010478781258642716 0.0010049468382305237 0.0010236620518470681
leaf_count=308 1216 910 247 253 187
internal_value=0 0.00205887 0.00631399 0.0111569 0.00270293
internal_weight=0 0.00560835 0.00413661 0.00308874 0.00208379
internal_count=3121 1905 995 748 495
is_linear=0
shrinkage=0.1


Tree=9505
num_leaves=7
num_cat=0
split_feature=484 48 0 16 15 13
split_gain=2.84443e-05 3.03046e-05 8.67644e-05 3.39367e-05 2.54612e-05 2.9884e-05
threshold=0.073690000000000019 0.083985000000000018 -0.18113999999999997 -0.15241499999999997 -0.016799999999999995 -0.0039049999999999992
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 4 5 -7
leaf_value=0.00011961682688741875 0.00030556159476928703 -0.00024153199255567582 0.00052652690928600232 -0.0005095793846335118 -0.00037295409585458799 9.6327167566908375e-05
leaf_weight=0.0013377270292259133 0.0010111955839158882 0.0011460151231465346 0.0011162705416818471 0.0010104800144135609 0.0010096383755777924 0.0010795522901909298
leaf_count=353 394 81 455 513 906 419
internal_value=0 -4.72435e-05 0.000137448 -0.000141404 -0.000254052 -0.000130461
internal_weight=0 0.00669968 0.00226229 0.0044374 0.00309967 0.00208919
internal_count=3121 2727 536 2191 1838 1325
is_linear=0
shrinkage=0.00196078


Tree=9506
num_leaves=6
num_cat=0
split_feature=484 1 48 3 4
split_gain=2.60332e-05 2.84324e-05 2.71128e-05 4.31698e-05 4.00463e-05
threshold=0.073690000000000019 0.12500000000000003 0.083985000000000018 -0.086554999999999979 -0.073934999999999987
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=0.0013896913325934989 0.0010503999589594384 0.0010486079727274576 0.0019493953131974788 0.0010005659941900874 0.0016195247440825937
leaf_count=643 394 232 464 516 872
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internal_weight=0 0.00700779 0.00595918 0.00400978 0.00262009
internal_count=3121 2727 2495 2031 1388
is_linear=0
shrinkage=0.00196078


Tree=9507
num_leaves=7
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split_feature=484 15 15 43 0 3
split_gain=2.02288e-05 2.53386e-05 5.68685e-05 2.53917e-05 1.21244e-05 3.32196e-06
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decision_type=2 2 2 2 2 2
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leaf_count=101 394 363 684 1022 426 131
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internal_weight=0 0.00665582 0.00339738 0.00325844 0.00200936 0.00200373
internal_count=3121 2727 1211 1516 527 1153
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Tree=9508
num_leaves=6
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split_feature=484 49 52 4 1
split_gain=1.8667e-05 1.99991e-05 3.16593e-05 5.36181e-05 3.53343e-05
threshold=0.065750000000000017 -0.081404999999999991 0.091275000000000009 0.0052350000000000009 0.11282000000000002
decision_type=2 2 2 2 2
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internal_weight=0 0.00665466 0.00564885 0.00402976 0.00265048
internal_count=3121 2719 2506 1951 619
is_linear=0
shrinkage=0.00196078


Tree=9509
num_leaves=7
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split_feature=2 43 3 13 1 12
split_gain=2.19788e-05 3.51612e-05 4.31879e-05 2.22218e-05 2.4585e-05 1.84073e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00452298 0.00250637 0.0034585 0.00225941 0.00201661
internal_count=3121 2202 1266 919 719 936
is_linear=0
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Tree=9510
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split_feature=484 15 15 0 15 52
split_gain=2.24307e-05 2.52127e-05 6.03774e-05 3.72019e-05 2.20833e-05 1.74104e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00686305 0.00349638 0.00336667 0.00206321 0.00215445
internal_count=3121 2727 1211 1516 527 916
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Tree=9511
num_leaves=5
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split_feature=457 1 4 3
split_gain=1.01735e-05 2.21882e-05 3.49462e-05 1.97941e-05
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decision_type=2 2 2 2
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right_child=-2 -3 -4 -5
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leaf_weight=0.0013324853991041577 0.001045367723600278 0.0019483137389693494 0.0016453193122426685 0.0012937636827379307
leaf_count=1269 267 455 635 495
internal_value=0 -0.0015787 -0.00561242 0.00154676
internal_weight=0 0.00621988 0.00427157 0.00262625
internal_count=3121 2854 2399 1764
is_linear=0
shrinkage=0.1


Tree=9512
num_leaves=7
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split_feature=13 15 52 2 0 42
split_gain=2.08204e-05 2.02013e-05 4.28624e-05 8.53074e-05 3.17327e-05 1.34774e-05
threshold=-0.23438999999999996 -0.15914499999999995 0.10024500000000001 0.092755000000000018 -0.10607499999999999 0.083935000000000023
decision_type=2 2 2 2 2 2
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internal_weight=0 0.00688514 0.00581435 0.00479769 0.00320103 0.00203603
internal_count=3121 2952 2661 2153 1494 1350
is_linear=0
shrinkage=0.00196078


Tree=9513
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split_feature=50 15 160 49 15 12
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decision_type=2 2 2 2 2 2
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leaf_count=367 609 486 292 418 176 773
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internal_weight=0 0.00677192 0.00575968 0.00473513 0.00324924 0.00214816
internal_count=3121 2512 2145 1659 1367 949
is_linear=0
shrinkage=0.00196078


Tree=9514
num_leaves=7
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split_feature=484 48 0 16 52 1
split_gain=2.28226e-05 2.66362e-05 8.08284e-05 3.42583e-05 2.63896e-05 5.79785e-05
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decision_type=2 2 2 2 2 2
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leaf_count=353 394 81 455 1176 361 301
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internal_weight=0 0.00668585 0.00225726 0.00442859 0.00309374 0.00208544
internal_count=3121 2727 536 2191 1838 1477
is_linear=0
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Tree=9515
num_leaves=6
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split_feature=15 4 2 15 16
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leaf_weight=0.0011171133170506707 0.0012623268524244546 0.0013658712137531647 0.001269698263049273 0.0011949242386338427 0.0010755583545061435
leaf_count=351 648 278 403 1170 271
internal_value=0 -0.00165324 0.00143579 -0.002952 -0.0110617
internal_weight=0 0.00616838 0.00480251 0.00353281 0.00227048
internal_count=3121 2770 2492 2089 1441
is_linear=0
shrinkage=0.1


Tree=9516
num_leaves=7
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split_feature=52 52 49 160 4 15
split_gain=3.30601e-05 4.83438e-05 3.5398e-05 6.62185e-05 7.2296e-05 6.72798e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00715432 0.00601919 0.00498426 0.00387046 0.00265547
internal_count=3121 2620 2058 1858 1424 525
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shrinkage=0.00196078


Tree=9517
num_leaves=6
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split_feature=50 4 160 52 16
split_gain=2.65324e-05 3.44795e-05 2.28427e-05 2.24625e-05 5.93297e-05
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decision_type=2 2 2 2 2
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internal_weight=0 0.00684056 0.00572908 0.00466861 0.0035149
internal_count=3121 2512 2197 1666 1372
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shrinkage=0.00196078


Tree=9518
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split_gain=1.00481e-05 1.74632e-05 4.28354e-05 2.64479e-05
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decision_type=2 2 2 2
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leaf_count=463 426 501 1474 257
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internal_weight=0 0.00552444 0.0044708 0.00343736
internal_count=3121 2695 2232 1731
is_linear=0
shrinkage=0.1


Tree=9519
num_leaves=6
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split_feature=484 49 52 1 1
split_gain=3.44569e-05 2.48133e-05 5.21846e-05 6.56046e-05 5.15195e-05
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decision_type=2 2 2 2 2
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leaf_count=213 394 1124 557 434 399
internal_value=0 -5.05633e-05 -0.000100031 -0.000215855 -7.55075e-05
internal_weight=0 0.00700988 0.00594152 0.00425223 0.00319219
internal_count=3121 2727 2514 1957 833
is_linear=0
shrinkage=0.00196078


Tree=9520
num_leaves=6
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split_feature=484 12 48 0 3
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internal_value=0 -5.75389e-05 1.16833e-05 0.000270942 -0.000160073
internal_weight=0 0.00706262 0.00519342 0.00206954 0.00312388
internal_count=3121 2727 1949 438 1511
is_linear=0
shrinkage=0.00196078


Tree=9521
num_leaves=6
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split_feature=50 160 4 52 16
split_gain=8.92741e-06 2.28095e-05 2.46925e-05 2.92067e-05 3.75683e-05
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decision_type=2 2 2 2 2
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internal_weight=0 0.00631607 0.00506232 0.00380275 0.00276798
internal_count=3121 2506 1881 1589 1302
is_linear=0
shrinkage=0.1


Tree=9522
num_leaves=7
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split_feature=484 49 52 15 15 3
split_gain=1.78942e-05 2.27689e-05 3.45876e-05 5.69433e-05 6.5731e-05 2.00708e-05
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decision_type=2 2 2 2 2 2
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leaf_weight=0.0010159299615958633 0.0010026581035175591 0.0010543617644624033 0.0011225708165789649 0.0011178910849713808 0.0013005236740881913 0.0010441432369186459
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internal_weight=0 0.00665542 0.00563949 0.00458513 0.00346256 0.00234467
internal_count=3121 2727 2514 1923 1606 1191
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Tree=9523
num_leaves=6
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decision_type=2 2 2 2 2
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internal_weight=0 0.00673366 0.00571536 0.00407238 0.00267195
internal_count=3121 2727 2514 1957 621
is_linear=0
shrinkage=0.00196078


Tree=9524
num_leaves=5
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split_feature=49 43 51 2
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decision_type=2 2 2 2
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leaf_count=403 177 545 1499 497
internal_value=0 -0.00195498 -0.00424967 -0.00854749
internal_weight=0 0.00570341 0.00465096 0.00361275
internal_count=3121 2718 2541 1996
is_linear=0
shrinkage=0.1


Tree=9525
num_leaves=7
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split_feature=484 49 52 15 15 3
split_gain=1.93444e-05 1.92168e-05 3.93751e-05 7.35072e-05 7.43828e-05 2.0932e-05
threshold=0.073690000000000019 -0.081404999999999991 -0.07167999999999998 -0.11713499999999999 -0.031204999999999997 -0.020429999999999997
decision_type=2 2 2 2 2 2
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leaf_value=0.00020498726333946694 0.00024969966555474731 -0.00042471031183739989 -0.00044052192256391402 0.00054347388935308981 9.8392805003722728e-05 -0.00027196154280371293
leaf_weight=0.0010343645992610916 0.001011697964172888 0.0010694701487405931 0.0011392014213581513 0.0011433898245879451 0.0013296012882350948 0.0010501294064814933
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internal_value=0 -4.09975e-05 -8.53882e-05 -7.55252e-06 0.000132448 -6.50374e-05
internal_weight=0 0.00676616 0.00573179 0.00466232 0.00352312 0.00237973
internal_count=3121 2727 2514 1923 1606 1191
is_linear=0
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Tree=9526
num_leaves=6
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split_feature=42 160 151 4 52
split_gain=8.73957e-06 1.96074e-05 2.09616e-05 4.95375e-05 3.42649e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.0056149999999999993 0.076415000000000025 0.024145000000000003
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0080113448010917295 -0.0088121739912523193 -0.0078335435156887592 -0.011350606568943064 0.024592096251862823 0.012324965930260164
leaf_weight=0.0011603629002601857 0.001429927804110301 0.0010604053938090391 0.0012828291042809685 0.0012201014134390659 0.0011677419319074218
leaf_count=862 828 307 584 234 306
internal_value=0 0.00144925 0.00455068 0.0081283 -6.87631e-05
internal_weight=0 0.00616101 0.00473108 0.00367067 0.00245057
internal_count=3121 2259 1431 1124 890
is_linear=0
shrinkage=0.1


Tree=9527
num_leaves=5
num_cat=0
split_feature=15 3 0 49
split_gain=9.49969e-06 1.92692e-05 2.8441e-05 3.6515e-05
threshold=-0.11713499999999999 -0.086554999999999979 -0.082974999999999979 -0.006494999999999999
decision_type=2 2 2 2
left_child=-1 -2 3 -3
right_child=1 2 -4 -5
leaf_value=-0.0072812059777863569 0.010872115002537416 -0.0073145766806544492 -0.011684410072278661 0.017028054623147156
leaf_weight=0.0014531542763260609 0.0016599013906775286 0.0012140689905666253 0.0017302217374870364 0.001251375965970906
leaf_count=484 784 281 917 655
internal_value=0 0.00175186 -0.00185633 0.00504091
internal_weight=0 0.00585557 0.00419567 0.00246544
internal_count=3121 2637 1853 936
is_linear=0
shrinkage=0.1


Tree=9528
num_leaves=6
num_cat=0
split_feature=15 150 42 3 15
split_gain=2.91003e-05 4.61738e-05 4.55602e-05 7.07856e-05 6.3927e-05
threshold=1.0000000180025095e-35 0.085455000000000017 0.079510000000000011 0.10893000000000001 -0.036009999999999993
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-3.1630741222654137e-05 -0.00021393303131289401 0.00043410117747358894 -0.00031668450870275946 -0.00021342235917395699 0.00063214960914653945
leaf_weight=0.0010409862498573707 0.0018575395931595675 0.0010814923470219961 0.0013801239238904282 0.0016243002153281975 0.0012018355962849772
leaf_count=450 1216 315 732 171 237
internal_value=0 6.5189e-05 -1.08463e-05 9.83033e-05 0.000324062
internal_weight=0 0.00632874 0.00524725 0.00386712 0.00224282
internal_count=3121 1905 1590 858 687
is_linear=0
shrinkage=0.00196078


Tree=9529
num_leaves=7
num_cat=0
split_feature=484 15 15 15 12 15
split_gain=2.27913e-05 2.44383e-05 5.72146e-05 3.02911e-05 4.29916e-05 2.09964e-05
threshold=0.073690000000000019 -0.031204999999999997 -0.095869999999999983 0.088345000000000021 0.051320000000000005 -0.14755499999999996
decision_type=2 2 2 2 2 2
left_child=1 2 5 4 -3 -1
right_child=-2 3 -4 -5 -6 -7
leaf_value=5.8889902095341025e-05 0.00026514623943553456 -2.7601768629574724e-05 0.00036824414531899278 0.00010319377727082195 -0.00056802431142515203 -0.0003381756878085591
leaf_weight=0.0010098240672787892 0.001034752278013514 0.0011405378228963629 0.0014338975210585075 0.0010810591879769297 0.0011233838299517394 0.0010386265256715878
leaf_count=309 394 140 684 657 719 218
internal_value=0 -4.71307e-05 6.78435e-05 -0.000166827 -0.000295766 -0.000142434
internal_weight=0 0.00682733 0.00348235 0.00334498 0.00226392 0.00204845
internal_count=3121 2727 1211 1516 859 527
is_linear=0
shrinkage=0.00196078


Tree=9530
num_leaves=6
num_cat=0
split_feature=52 4 15 2 0
split_gain=1.02036e-05 2.42261e-05 1.85377e-05 5.05557e-05 2.10047e-05
threshold=-0.046924999999999988 0.0061450000000000003 -0.11713499999999999 0.10097500000000002 -0.078704999999999983
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.003517411955363996 -0.013590669964073749 0.016673879708977515 0.0015095814147442013 -0.015419800879276921 0.020320273661025536
leaf_weight=0.0013642664461827206 0.0011789151246025965 0.0010527938849877441 0.0014603855196956672 0.0012686757972222695 0.0010001616704698451
leaf_count=732 367 221 1125 316 360
internal_value=0 0.00527727 -0.00266024 0.000795179 0.00915574
internal_weight=0 0.00241706 0.00490814 0.00372922 0.00246055
internal_count=3121 953 2168 1801 1485
is_linear=0
shrinkage=0.1


Tree=9531
num_leaves=5
num_cat=0
split_feature=49 3 3 1
split_gain=1.01981e-05 1.49821e-05 2.89232e-05 4.19957e-05
threshold=-0.043469999999999995 -0.078934999999999991 0.10732000000000001 0.092235000000000025
decision_type=2 2 2 2
left_child=-1 -2 3 -3
right_child=1 2 -4 -5
leaf_value=0.0067510170354706167 -0.0093304777583810301 -0.0045954441523733741 -0.0080429048104588476 0.024207444499516513
leaf_weight=0.0016991738027118649 0.0018941912352686613 0.0010226378288728394 0.0016949538694191017 0.0010024130780959901
leaf_count=425 1565 557 202 372
internal_value=0 -0.00209107 0.00159517 0.00966217
internal_weight=0 0.0056142 0.00372 0.00202505
internal_count=3121 2696 1131 929
is_linear=0
shrinkage=0.1


Tree=9532
num_leaves=6
num_cat=0
split_feature=3 12 48 52 43
split_gain=1.10096e-05 2.03348e-05 3.24898e-05 3.49612e-05 4.65028e-05
threshold=0.13524500000000003 0.09334000000000002 0.083985000000000018 -0.0064899999999999992 -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=-0.019088755501741085 0.0091213157652006438 -0.012115271596280411 0.013380078506335777 -0.012641720125211873 0.016859632019354465
leaf_weight=0.0010639387800333491 0.0011136461928373748 0.0014344038285302591 0.0015456898391378272 0.0010025958077871037 0.0011439667237076502
leaf_count=596 192 808 396 806 323
internal_value=0 -0.00167895 0.00146851 -0.00426629 0.00308042
internal_weight=0 0.00619059 0.00475619 0.0032105 0.00214656
internal_count=3121 2929 2121 1725 1129
is_linear=0
shrinkage=0.1


Tree=9533
num_leaves=6
num_cat=0
split_feature=484 49 52 4 1
split_gain=3.15075e-05 2.56707e-05 3.57438e-05 4.66849e-05 4.49805e-05
threshold=0.073690000000000019 -0.081404999999999991 0.091275000000000009 0.0052350000000000009 0.10708500000000001
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=0.00023120736293359939 0.00031572405994665867 -0.00049183470415454231 0.0001401648362685251 0.0002751709668326043 -0.00024954247557925556
leaf_weight=0.001032115404312875 0.0010242136938375191 0.0014084501099963982 0.0016345811061512462 0.0010117529446552302 0.0016565102369668345
leaf_count=213 394 1336 557 330 291
internal_value=0 -5.33774e-05 -0.000104806 -0.000203029 -5.05815e-05
internal_weight=0 0.00674341 0.00571129 0.00407671 0.00266826
internal_count=3121 2727 2514 1957 621
is_linear=0
shrinkage=0.00196078


Tree=9534
num_leaves=5
num_cat=0
split_feature=0 42 3 49
split_gain=9.96517e-06 1.56871e-05 3.22224e-05 1.79629e-05
threshold=-1.0000000180025095e-35 0.08623500000000002 -1.0000000180025095e-35 -0.006494999999999999
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=-0.018971693390123057 0.0069205223723776731 0.006504007086566785 -0.0096781635198472001 0.0065417917914289206
leaf_weight=0.0012077326285750323 0.0016071998554131337 0.0015715848666777565 0.0010927995178155983 0.0018197384363791667
leaf_count=1279 325 1115 165 237
internal_value=0 -0.00199637 -0.00523865 0.000455979
internal_weight=0 0.00569186 0.00412027 0.00291254
internal_count=3121 2796 1681 402
is_linear=0
shrinkage=0.1


Tree=9535
num_leaves=6
num_cat=0
split_feature=52 16 16 52 2
split_gain=9.58895e-06 2.45261e-05 1.8448e-05 4.29481e-05 2.55263e-05
threshold=-0.046924999999999988 0.071345000000000006 -0.078844999999999985 0.096795000000000006 0.10644500000000001
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -2
right_child=2 -3 3 -5 -6
leaf_value=0.01396955398188722 0.010819701910342788 -0.0064050029008815819 -0.024325692485140271 0.003998204925235979 -0.0088449007632387753
leaf_weight=0.0013629708776866859 0.0016314008143959095 0.0010428830399229927 0.0010240360986794885 0.0011218195842603615 0.0011087403371643849
leaf_count=489 949 464 588 373 258
internal_value=0 0.00513765 -0.00257482 -0.0095184 0.00286284
internal_weight=0 0.00240585 0.004886 0.00214586 0.00274014
internal_count=3121 953 2168 961 1207
is_linear=0
shrinkage=0.1


Tree=9536
num_leaves=6
num_cat=0
split_feature=43 3 2 2 15
split_gain=9.17499e-06 3.20049e-05 2.1661e-05 2.57312e-05 1.76025e-05
threshold=-0.04890499999999999 -0.077774999999999983 0.089885000000000007 0.10613000000000002 -0.074054999999999996
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -5
right_child=2 -3 3 4 -6
leaf_value=-0.0043312183967798776 -0.013650662835411992 0.01807115703551828 0.012807675713542738 0.0040342978967633902 -0.014448323505177949
leaf_weight=0.0015891605786781103 0.0013019698144575908 0.0010651588994297491 0.0012626155913704716 0.0010181171764391821 0.0010433302109208666
leaf_count=960 856 495 375 198 237
internal_value=0 0.00465869 -0.00271692 0.00156561 -0.00532004
internal_weight=0 0.00265432 0.00462603 0.00332406 0.00206145
internal_count=3121 1455 1666 810 435
is_linear=0
shrinkage=0.1


Tree=9537
num_leaves=6
num_cat=0
split_feature=42 133 3 0 1
split_gain=9.34921e-06 2.30192e-05 3.91932e-05 2.91335e-05 2.27847e-05
threshold=0.092620000000000022 0.083950000000000011 -0.10023499999999998 -0.084144999999999984 0.094090000000000021
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=0.013631965565856472 -0.0088490675211768191 0.014757293765215951 -0.012915129939661957 -0.020683104779722711 0.0057390775034336346
leaf_weight=0.0013068342031986482 0.0010305067173551428 0.0010734311794524708 0.0010353486231100462 0.0010428516409397028 0.0017812937798327635
leaf_count=319 630 709 566 640 257
internal_value=0 0.00143236 -0.00133622 -0.00640449 -0.00111788
internal_weight=0 0.00623976 0.00516633 0.00385949 0.00281664
internal_count=3121 2491 1782 1463 823
is_linear=0
shrinkage=0.1


Tree=9538
num_leaves=6
num_cat=0
split_feature=3 12 48 52 16
split_gain=8.65814e-06 1.6326e-05 2.49327e-05 3.01341e-05 1.00813e-05
threshold=0.13524500000000003 0.09334000000000002 0.083985000000000018 -0.0064899999999999992 -0.059624999999999991
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.017498564149134633 0.0081181815268136417 -0.010856430289980595 0.011818137750864089 -0.0033584496396270348 0.010417143330914237
leaf_weight=0.0010572146023938179 0.0011071163728076155 0.0014282564606456806 0.0015345412261071022 0.0011242068645406142 0.0010071997033419789
leaf_count=596 192 808 396 888 241
internal_value=0 -0.00148804 0.00134491 -0.00369539 0.00315123
internal_weight=0 0.00615142 0.00472316 0.00318862 0.00213141
internal_count=3121 2929 2121 1725 1129
is_linear=0
shrinkage=0.1


Tree=9539
num_leaves=5
num_cat=0
split_feature=52 1 47 2
split_gain=1.0437e-05 1.75303e-05 3.17544e-05 4.86192e-05
threshold=-0.081429999999999989 0.08844500000000001 0.092710000000000015 0.092755000000000018
decision_type=2 2 2 2
left_child=-1 -2 3 -3
right_child=1 2 -4 -5
leaf_value=0.006773768233971536 -0.0096202137916186203 0.024422933113852709 -0.011528618573721471 -0.0043143394705249388
leaf_weight=0.0017233593338594295 0.0019993458698222078 0.0010764506167570574 0.0011514243032903276 0.0012993923988487708
leaf_count=771 1464 400 181 305
internal_value=0 -0.00213954 0.0021007 0.00870599
internal_weight=0 0.00552661 0.00352727 0.00237584
internal_count=3121 2350 886 705
is_linear=0
shrinkage=0.1


Tree=9540
num_leaves=6
num_cat=0
split_feature=2 13 43 3 0
split_gain=8.7748e-06 2.19435e-05 1.78888e-05 2.90774e-05 4.01578e-06
threshold=0.099185000000000009 -0.08971999999999998 -0.074359999999999996 0.048265000000000009 -0.14794999999999997
decision_type=2 2 2 2 2
left_child=2 -2 -1 -4 -3
right_child=1 4 3 -5 -6
leaf_value=0.0043008758367191731 0.015506612955683211 -0.0065504355339996313 -0.019464852545919026 0.0031669796207984577 0.0023198115116748841
leaf_weight=0.0018354275721248646 0.0010802110982675887 0.0010213830505449121 0.0012229979597145071 0.0010595010918896378 0.0010201605215543229
leaf_count=936 200 111 1097 169 608
internal_value=0 0.00398061 -0.00304913 -0.0089595 -0.00211797
internal_weight=0 0.00312175 0.00411793 0.0022825 0.00204154
internal_count=3121 919 2202 1266 719
is_linear=0
shrinkage=0.1


Tree=9541
num_leaves=6
num_cat=0
split_feature=4 2 2 16 0
split_gain=8.78885e-06 2.05636e-05 3.37991e-05 2.29121e-05 1.75248e-05
threshold=0.40473500000000007 0.10672500000000001 0.092875000000000013 -0.088159999999999988 -0.073574999999999988
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.010039598909185724 0.0081595131255814551 0.0082848058188199417 -0.020799564921706856 -0.015082427365369154 0.0029883612229373861
leaf_weight=0.0013391254567379075 0.0011125189241094589 0.0015891143223493893 0.0010359731310105435 0.0011454509248373592 0.001009736088871024
leaf_count=475 304 489 491 1099 263
internal_value=0 -0.00150288 -0.00493616 -0.000233076 -0.006616
internal_weight=0 0.0061194 0.00453029 0.00349431 0.00215519
internal_count=3121 2817 2328 1837 1362
is_linear=0
shrinkage=0.1


Tree=9542
num_leaves=6
num_cat=0
split_feature=52 0 0 2 12
split_gain=2.72702e-05 3.04683e-05 3.82562e-05 5.30852e-05 3.247e-05
threshold=0.11434500000000002 -0.077999999999999986 -0.10607499999999999 0.11215000000000001 0.095175000000000023
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -3
right_child=-2 4 -4 -5 -6
leaf_value=0.00025237416145621323 -0.00029589159636706229 4.0866323625123544e-05 -0.00038021474934077425 -0.00028580526420414785 0.0004819453424189979
leaf_weight=0.0018868470654867554 0.0010352360323009858 0.0017198345085495379 0.0010701608087462025 0.0011246814473051961 0.0010235481738410305
leaf_count=314 501 524 1269 154 359
internal_value=0 4.56315e-05 -6.17733e-05 5.13864e-05 0.000205432
internal_weight=0 0.00682507 0.00408169 0.00301153 0.00274338
internal_count=3121 2620 1737 468 883
is_linear=0
shrinkage=0.00196078


Tree=9543
num_leaves=7
num_cat=0
split_feature=484 52 4 43 12 1
split_gain=3.16641e-05 2.14164e-05 3.94739e-05 3.77213e-05 6.12961e-05 7.03615e-05
threshold=0.073690000000000019 -1.0000000180025095e-35 0.0061450000000000003 -0.14968999999999996 0.090840000000000018 0.094465000000000007
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=-0.00047728645903369349 0.00031538152082672885 0.00035616484972455576 5.173477723157946e-05 -0.00028250145773384854 -0.00045095578930237683 0.00037060274063420949
leaf_weight=0.0010812783224198701 0.0010467533238841626 0.0010255819122244334 0.0010878612026951262 0.0010921606634749907 0.0011248742418644795 0.0015124926343670947
leaf_count=780 394 157 227 706 599 258
internal_value=0 -5.05173e-05 -0.000211973 2.3134e-05 -6.84461e-05 9.67487e-05
internal_weight=0 0.00692425 0.00216914 0.00475511 0.00372953 0.00260465
internal_count=3121 2727 1007 1720 1563 964
is_linear=0
shrinkage=0.00196078


Tree=9544
num_leaves=6
num_cat=0
split_feature=0 15 16 16 0
split_gain=9.02744e-06 2.09902e-05 5.47754e-05 3.98165e-05 2.06704e-05
threshold=-1.0000000180025095e-35 -0.016799999999999995 -0.056919999999999991 -0.008904999999999998 -0.20211999999999997
decision_type=2 2 2 2 2
left_child=1 2 4 -3 -1
right_child=-2 3 -4 -5 -6
leaf_value=-0.0091723401492311164 0.0066288078959309054 -0.0081509573310337095 -0.02476327821098508 0.019542094449950108 0.0095261250102653024
leaf_weight=0.00100093854133674 0.0015945571123002818 0.0010089212370493557 0.0011284105881236763 0.0010695838031372783 0.0014442518449181482
leaf_count=99 325 1046 685 377 589
internal_value=0 -0.00189093 -0.00653849 0.00609969 0.00187191
internal_weight=0 0.00565211 0.0035736 0.00207851 0.00244519
internal_count=3121 2796 1373 1423 688
is_linear=0
shrinkage=0.1


Tree=9545
num_leaves=6
num_cat=0
split_feature=484 42 43 0 3
split_gain=3.80075e-05 2.05138e-05 2.7436e-05 2.97564e-05 2.40313e-05
threshold=0.073690000000000019 0.08623500000000002 -1.0000000180025095e-35 -0.14794999999999997 -0.080884999999999985
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -3
right_child=-2 4 3 -5 -6
leaf_value=-0.00035506802605886941 0.00034021116276136801 -0.00010210904004583367 -0.00021475202023786823 0.00013862824770604826 0.00032743837763417625
leaf_weight=0.0014034455103999212 0.0010746349202290818 0.0010024825770872266 0.0017783301200639081 0.0018895419975259286 0.001000489417602872
leaf_count=954 394 403 175 551 644
internal_value=0 -5.55587e-05 -0.000121916 -3.27045e-05 0.000112451
internal_weight=0 0.00707429 0.00507132 0.00366787 0.00200297
internal_count=3121 2727 1680 726 1047
is_linear=0
shrinkage=0.00196078


Tree=9546
num_leaves=5
num_cat=0
split_feature=52 160 4 16
split_gain=8.44535e-06 1.50844e-05 2.28536e-05 5.80581e-05
threshold=-0.081429999999999989 -1.0000000180025095e-35 -0.083854999999999985 -0.097644999999999996
decision_type=2 2 2 2
left_child=-1 -2 -3 -4
right_child=1 2 3 -5
leaf_value=0.0060963692485347604 -0.012022689550627864 0.010968136262648196 0.0069163492283923662 -0.022126050117312147
leaf_weight=0.00172199262571591 0.0011668164318867566 0.0014627269408828943 0.0017719871653528074 0.0011255559165385914
leaf_count=771 825 341 418 766
internal_value=0 -0.00192385 0.000778613 -0.00436522
internal_weight=0 0.00552709 0.00436027 0.00289754
internal_count=3121 2350 1525 1184
is_linear=0
shrinkage=0.1


Tree=9547
num_leaves=6
num_cat=0
split_feature=484 15 52 2 16
split_gain=3.1472e-05 2.48009e-05 4.65044e-05 4.85681e-05 1.83778e-05
threshold=0.073690000000000019 -0.11713499999999999 -1.0000000180025095e-35 0.10097500000000002 -0.088159999999999988
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=0.0013621965515521551 0.0010606162584612623 0.0019000795526822258 0.0010317779937069589 0.0013051229999602354 0.0013843250183989044
leaf_count=393 394 876 405 279 774
internal_value=0 -4.92501e-05 8.27107e-06 0.00013571 0.000300348
internal_weight=0 0.0069835 0.00562131 0.00372123 0.0024161
internal_count=3121 2727 2334 1458 1179
is_linear=0
shrinkage=0.00196078


Tree=9548
num_leaves=6
num_cat=0
split_feature=42 49 1 4 13
split_gain=8.81093e-06 2.298e-05 1.73008e-05 3.75951e-05 1.47245e-05
threshold=0.091735000000000025 -0.00064499999999999985 0.111945 -0.0016099999999999997 -0.017449999999999997
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
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leaf_value=-0.0083028693481756594 -0.0084492254845483523 0.0015046084778156483 0.015891955594481436 -0.012860072876835811 0.018080294319991745
leaf_weight=0.0017451230112265877 0.0010586166559565921 0.0011196588115446511 0.0011351405152526888 0.0011669462319955112 0.001027928238524953
leaf_count=571 667 570 234 393 686
internal_value=0 0.00142264 0.0052369 0.00158782 0.00943845
internal_weight=0 0.0061948 0.00444967 0.00331453 0.00214759
internal_count=3121 2454 1883 1649 1256
is_linear=0
shrinkage=0.1


Tree=9549
num_leaves=7
num_cat=0
split_feature=484 49 52 15 15 3
split_gain=2.44423e-05 2.55196e-05 3.42938e-05 5.79819e-05 7.553e-05 2.41565e-05
threshold=0.073690000000000019 -0.081404999999999991 -0.07167999999999998 -0.11713499999999999 -0.031204999999999997 -0.020429999999999997
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 4 5 -7
leaf_value=0.00023921742870348087 0.0002816312245127405 -0.00041374192944123391 -0.00041141300482322836 0.00051921010283013957 7.8781847116346691e-05 -0.00032146180534735786
leaf_weight=0.0010320216611517576 0.0010191646386930025 0.0010613613432864802 0.0011168006054971978 0.0011278915803456472 0.0013123956794836367 0.0010385302237964471
leaf_count=213 394 591 317 415 1088 103
internal_value=0 -4.43356e-05 -9.60651e-05 -2.26974e-05 0.000102092 -9.80273e-05
internal_weight=0 0.006689 0.00565698 0.00459562 0.00347882 0.00235093
internal_count=3121 2727 2514 1923 1606 1191
is_linear=0
shrinkage=0.00196078


Tree=9550
num_leaves=6
num_cat=0
split_feature=484 42 12 52 16
split_gain=3.57088e-05 2.08669e-05 2.83909e-05 3.90504e-05 8.36796e-05
threshold=0.073690000000000019 -0.025789999999999997 0.098810000000000023 -1.0000000180025095e-35 -0.36241499999999999
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.00030688777277054438 0.00032795089819081104 -0.00021044163860543298 -0.00031068267843194593 -0.000199775831330901 0.00044036098567304204
leaf_weight=0.0011162546243748345 0.0010422558182130769 0.0015079259991397035 0.0010198032415094553 0.00135245638312894 0.0018716014276843722
leaf_count=663 394 743 244 264 813
internal_value=0 -6.15515e-05 -1.39389e-05 5.00132e-05 0.000171831
internal_weight=0 0.00686804 0.00575179 0.00473198 0.00322406
internal_count=3121 2727 2064 1820 1077
is_linear=0
shrinkage=0.00196078


Tree=9551
num_leaves=7
num_cat=0
split_feature=484 15 15 4 0 43
split_gain=2.46736e-05 1.96732e-05 3.29071e-05 3.59824e-05 3.09118e-05 2.02166e-05
threshold=0.073690000000000019 -0.11713499999999999 -0.031204999999999997 0.033845000000000007 -0.082974999999999979 -0.084359999999999991
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -6
right_child=-2 2 4 -5 5 -7
leaf_value=-0.00026742832097554611 0.00027417977441813318 0.00045575037604023486 0.00012906034836939324 -5.452886651272334e-05 -6.3665377632918054e-05 -0.00044655599338369649
leaf_weight=0.0013076205395419413 0.001031262446105451 0.0010232427803778224 0.0012087556951468608 0.00110507686202978 0.0010148891640535086 0.0011100667451767624
leaf_count=393 394 504 600 314 229 687
internal_value=0 -5.13952e-05 3.23481e-07 0.000190801 -0.000121282 -0.000263686
internal_weight=0 0.00676965 0.00546203 0.00212832 0.00333371 0.00212496
internal_count=3121 2727 2334 818 1516 916
is_linear=0
shrinkage=0.00196078


Tree=9552
num_leaves=6
num_cat=0
split_feature=457 15 0 47 43
split_gain=8.90355e-06 1.74743e-05 4.37035e-05 3.78985e-05 3.3445e-05
threshold=0.069910000000000014 -0.15914499999999995 -0.11756999999999999 0.085270000000000026 -0.084004999999999982
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.010076304584489016 0.008488437264525743 -0.020274748025091681 0.0078203994143684324 0.016404810467077199 -0.014558205072666931
leaf_weight=0.0010828985579290403 0.0010494120905375276 0.0012376480668491218 0.0011537828521213354 0.0011642510131936665 0.0015856010256348116
leaf_count=340 267 267 489 273 1485
internal_value=0 -0.00146887 -0.00390061 0.00129081 -0.00513271
internal_weight=0 0.00622418 0.00514128 0.00390363 0.00273938
internal_count=3121 2854 2514 2247 1974
is_linear=0
shrinkage=0.1


Tree=9553
num_leaves=7
num_cat=0
split_feature=42 3 13 2 13 1
split_gain=2.07749e-05 2.54083e-05 8.90945e-05 5.8389e-05 3.25158e-05 2.47574e-05
threshold=-0.025789999999999997 -0.078934999999999991 -0.023499999999999997 0.083215000000000011 -0.08971999999999998 0.10871500000000002
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=-0.00024051616020114375 -0.00049795566722787604 0.00052053108018818527 0.00028476913037944079 0.0002550382489461409 -0.00036166385073763938 5.9703693238849186e-05
leaf_weight=0.0012324931309214693 0.0011993967963271005 0.0010748147260139945 0.0010473129574424848 0.0011891461991390532 0.0010632921538508886 0.0010812454251417814
leaf_count=712 915 350 340 209 444 151
internal_value=0 3.66252e-05 -0.000133085 0.000123115 -5.01614e-06 -0.000149216
internal_weight=0 0.00665521 0.00224671 0.0044085 0.00333368 0.00214454
internal_count=3121 2409 1255 1154 804 595
is_linear=0
shrinkage=0.00196078


Tree=9554
num_leaves=6
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split_feature=42 49 16 52 12
split_gain=1.03175e-05 1.80021e-05 2.61038e-05 2.6277e-05 2.92007e-05
threshold=-0.025789999999999997 -0.047584999999999995 -0.18708499999999997 -0.07167999999999998 0.084100000000000022
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=-0.0087625866672257479 0.011296610231646182 -0.013140358864891379 -0.010040449954427174 0.01916299458163033 -0.0035517865515900752
leaf_weight=0.0011418284019654576 0.0014567991576186733 0.0013533999337111365 0.0010179552221866953 0.0012974946951505072 0.0010037821894647333
leaf_count=712 362 310 519 299 919
internal_value=0 0.00159079 -0.00143521 0.0033375 0.00925515
internal_weight=0 0.00612943 0.00467263 0.00331923 0.00230128
internal_count=3121 2409 2047 1737 1218
is_linear=0
shrinkage=0.1


Tree=9555
num_leaves=6
num_cat=0
split_feature=13 15 52 2 52
split_gain=1.84812e-05 2.39261e-05 2.68823e-05 7.77759e-05 3.13666e-05
threshold=-0.23438999999999996 -0.15914499999999995 0.10024500000000001 0.091545000000000015 -0.0064899999999999992
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
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leaf_value=0.00023963646402447804 0.00022767054223166015 -0.00017893816774631772 0.00019692627005685288 -0.00047685448666957592 0.00022438267126320021
leaf_weight=0.0010067339851455668 0.0010484973293953415 0.0013730080916172704 0.0010074506081437749 0.0018041471030969206 0.0016114625633583046
leaf_count=169 291 621 508 724 808
internal_value=0 -4.48983e-05 -9.42055e-05 -0.000155455 3.88346e-05
internal_weight=0 0.00684457 0.00579607 0.00478862 0.00298447
internal_count=3121 2952 2661 2153 1429
is_linear=0
shrinkage=0.00196078


Tree=9556
num_leaves=6
num_cat=0
split_feature=484 42 43 15 16
split_gain=3.0292e-05 2.51573e-05 2.90317e-05 3.75114e-05 3.49353e-05
threshold=0.073690000000000019 0.08623500000000002 -1.0000000180025095e-35 -0.095869999999999983 -0.065229999999999996
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.00036809908181184841 0.000312640170484712 0.00014164654004763201 -0.00029439486520088155 0.00038342615417327497 -0.00010815211382294387
leaf_weight=0.0013496282886319476 0.0010263639236623703 0.0019160604513151526 0.0013024718421939174 0.0010549296554516901 0.0011748201363019591
leaf_count=954 394 1047 198 265 263
internal_value=0 -4.87512e-05 -0.00012348 -3.0013e-05 0.000124421
internal_weight=0 0.00679791 0.00488185 0.00353222 0.00222975
internal_count=3121 2727 1680 726 528
is_linear=0
shrinkage=0.00196078


Tree=9557
num_leaves=7
num_cat=0
split_feature=484 49 52 15 15 0
split_gain=2.55203e-05 1.65396e-05 3.25839e-05 5.98021e-05 5.9669e-05 1.87546e-05
threshold=0.073690000000000019 -0.081404999999999991 -0.07167999999999998 -0.11713499999999999 -0.031204999999999997 -0.026509999999999995
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=0.00018351827193970817 0.00028714760028208757 -0.00039897943181570845 -0.00041356398851885513 0.0004859963637936104 0.00010023193214255423 -0.00025225848610151814
leaf_weight=0.0010177484329903378 0.0010178334815282592 0.0010530336742591781 0.0011020413488852612 0.0011075938317467527 0.0012240021717034768 0.001103540150202471
leaf_count=213 394 591 317 415 1093 98
internal_value=0 -4.63887e-05 -8.82453e-05 -1.61271e-05 0.000111376 -6.68917e-05
internal_weight=0 0.00660796 0.00559021 0.00453718 0.00343514 0.00232754
internal_count=3121 2727 2514 1923 1606 1191
is_linear=0
shrinkage=0.00196078


Tree=9558
num_leaves=7
num_cat=0
split_feature=484 49 52 15 15 3
split_gain=2.48703e-05 1.88544e-05 2.78266e-05 5.28732e-05 6.68449e-05 2.24113e-05
threshold=0.073690000000000019 -0.081404999999999991 -0.07167999999999998 -0.11713499999999999 -0.031204999999999997 -0.020429999999999997
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=0.00019413971518618769 0.00027795400077706642 -0.00038378182924554921 -0.00040040282921755731 0.00048286214982839174 7.1406220873866642e-05 -0.00031550350859433176
leaf_weight=0.0010176254715038354 0.0010157781751343803 0.0010499485630728706 0.0011186931879042725 0.0011239797819247574 0.001305929880894533 0.0010291957927434591
leaf_count=213 394 591 317 415 1088 103
internal_value=0 -5.14725e-05 -9.58848e-05 -2.98536e-05 8.99839e-05 -9.91224e-05
internal_weight=0 0.00664537 0.00562775 0.0045778 0.00345911 0.00233513
internal_count=3121 2727 2514 1923 1606 1191
is_linear=0
shrinkage=0.00196078


Tree=9559
num_leaves=7
num_cat=0
split_feature=484 49 52 15 15 0
split_gain=2.58011e-05 2.01446e-05 2.92401e-05 5.47832e-05 6.39807e-05 2.38507e-05
threshold=0.073690000000000019 -0.081404999999999991 -0.07167999999999998 -0.11713499999999999 -0.031204999999999997 -0.026509999999999995
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=0.00020398406150366644 0.00028540255989772988 -0.0003891429542597799 -0.00040472902700398677 0.00048119637496523332 9.7772906804918764e-05 -0.00029960148032797106
leaf_weight=0.0010202132306262116 0.0010203367888892397 0.0010583202807545782 0.0011170649059353594 0.0011151729439725189 0.0012295764391886503 0.0011004284463383557
leaf_count=213 394 591 317 415 1093 98
internal_value=0 -4.94961e-05 -9.55065e-05 -2.73905e-05 9.49578e-05 -8.99014e-05
internal_weight=0 0.00664078 0.00562056 0.00456224 0.00344518 0.00233
internal_count=3121 2727 2514 1923 1606 1191
is_linear=0
shrinkage=0.00196078


Tree=9560
num_leaves=6
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split_feature=4 151 4 13 1
split_gain=9.20277e-06 2.06858e-05 2.8731e-05 2.80001e-05 2.79475e-05
threshold=0.40473500000000007 -0.024429999999999997 -0.0029599999999999995 -0.076599999999999988 0.10781
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -4
right_child=-2 2 4 -5 -6
leaf_value=0.011572096592899199 0.0082865984068903314 0.014557524122200717 -0.023776918844409259 -0.0056011814241228074 -0.0018147267535320679
leaf_weight=0.0010043667330924509 0.0011210827843907397 0.0011624777074546579 0.0011158003903657355 0.0016917666542037829 0.0012053231354221703
leaf_count=473 304 608 543 1078 115
internal_value=0 -0.00156125 -0.00410999 0.00260906 -0.0123723
internal_weight=0 0.00617973 0.00517537 0.00285424 0.00232112
internal_count=3121 2817 2344 1686 658
is_linear=0
shrinkage=0.1


Tree=9561
num_leaves=7
num_cat=0
split_feature=50 484 3 4 0 12
split_gain=2.86648e-05 3.36742e-05 2.22732e-05 3.49499e-05 3.33879e-05 5.19803e-06
threshold=0.079410000000000008 0.044540000000000003 0.11296500000000002 0.053180000000000012 -0.059114999999999994 0.087285000000000015
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 5 -6 -7
leaf_value=-0.00034459711695516006 -0.00030132238405857924 0.00037130387501026695 -0.0002258841926997514 0.00034461639023881675 0.00011649803643430473 0.00014528486322970004
leaf_weight=0.0011608056220556756 0.0010816281083432348 0.0010177162467038077 0.0014505537148984966 0.0010064187861278673 0.0012581752342976926 0.001005483597028797
leaf_count=1211 609 376 171 226 269 259
internal_value=0 4.19906e-05 -1.49934e-05 5.40467e-05 -0.000104769 0.000244997
internal_weight=0 0.00689915 0.00588144 0.00443088 0.00241898 0.0020119
internal_count=3121 2512 2136 1965 1480 485
is_linear=0
shrinkage=0.00196078


Tree=9562
num_leaves=6
num_cat=0
split_feature=51 47 1 15 3
split_gain=9.01368e-06 2.4055e-05 5.25285e-05 2.56971e-05 1.63816e-05
threshold=0.087505000000000013 0.077555000000000013 0.077565000000000009 -0.022504999999999997 -0.074479999999999977
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=-0.01556566758146722 -0.0083765959582777615 -0.0084510935714315668 0.026729398063089063 0.0060014866417780113 0.0024466197687722478
leaf_weight=0.0010081433746007462 0.001103005381691162 0.0017618967150981133 0.0010850473888111998 0.0013327177632860791 0.0010115193088242433
leaf_count=1082 435 361 394 577 272
internal_value=0 0.00143457 0.00535971 0.0153038 -0.00654447
internal_weight=0 0.00619932 0.00443743 0.00241777 0.00201966
internal_count=3121 2686 2325 971 1354
is_linear=0
shrinkage=0.1


Tree=9563
num_leaves=6
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split_feature=52 13 2 48 2
split_gain=2.22496e-05 2.66703e-05 2.92867e-05 7.34916e-05 3.14963e-05
threshold=0.11434500000000002 -0.094514999999999988 0.11215000000000001 0.083985000000000018 0.084245000000000014
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.00024241112601767708 -0.00026828120629457565 5.1517972231491347e-05 -0.00033225750778287063 0.00048080840533476878 -0.00036898666625085431
leaf_weight=0.0018322797160931961 0.0010343431806715663 0.0016457759082002098 0.0010106178139882489 0.0010666612871556998 0.0011728569704125887
leaf_count=318 501 622 313 328 1039
internal_value=0 4.06139e-05 -3.49081e-05 4.24365e-05 -0.000123458
internal_weight=0 0.00672819 0.00489591 0.00388529 0.00281863
internal_count=3121 2620 2302 1989 1661
is_linear=0
shrinkage=0.00196078


Tree=9564
num_leaves=5
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split_feature=151 4 1 2
split_gain=9.05241e-06 3.62907e-05 3.32704e-05 1.77072e-05
threshold=-0.0083949999999999979 0.24564500000000003 0.090840000000000018 0.092365000000000017
decision_type=2 2 2 2
left_child=-1 2 3 -2
right_child=1 -3 -4 -5
leaf_value=-0.007056606288665339 0.012193296715889822 0.016939504571085957 -0.013180954633181464 -0.0036068099231210977
leaf_weight=0.0014691635150719364 0.0014253664781166671 0.0012356991163959934 0.0017566474331202403 0.0014119015148938653
leaf_count=554 1107 330 542 588
internal_value=0 0.00172658 -0.00236548 0.00433074
internal_weight=0 0.00582961 0.00459392 0.00283727
internal_count=3121 2567 2237 1695
is_linear=0
shrinkage=0.1


Tree=9565
num_leaves=7
num_cat=0
split_feature=484 151 48 16 16 12
split_gain=2.40595e-05 2.03839e-05 4.21261e-05 6.35641e-05 2.53733e-05 1.98185e-05
threshold=0.073690000000000019 -0.0083949999999999979 0.091545000000000015 -0.15241499999999997 0.31475000000000003 0.082850000000000021
decision_type=2 2 2 2 2 2
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leaf_value=-0.0002573965310684903 0.00027746008964992278 0.00032218070056413701 0.00033527774381122635 -0.00054148406945756194 2.3384776874871811e-05 -0.00015636955020243258
leaf_weight=0.0013746182166639535 0.0010297249052579269 0.0011015656755653507 0.0011927008486791527 0.0010470285592768186 0.0010394517757645154 0.0010086792076680652
leaf_count=444 394 287 234 226 280 1256
internal_value=0 -4.42637e-05 1.00977e-05 -8.23179e-05 -0.000226279 -0.000352519
internal_weight=0 0.00676404 0.00538943 0.00419673 0.00309516 0.00205571
internal_count=3121 2727 2283 2049 1762 1482
is_linear=0
shrinkage=0.00196078


Tree=9566
num_leaves=6
num_cat=0
split_feature=484 3 13 4 13
split_gain=2.61888e-05 2.132e-05 3.6586e-05 4.09269e-05 3.40267e-05
threshold=0.073690000000000019 -0.078934999999999991 -0.059629999999999996 0.08184000000000001 -0.0039049999999999992
decision_type=2 2 2 2 2
left_child=1 4 -3 -4 -1
right_child=-2 2 3 -5 -6
leaf_value=-0.00045158403088834314 0.00028528618995692816 0.00025295976347886328 6.9718781441080544e-05 -0.00042378028196887903 2.412224833467385e-05
leaf_weight=0.0011032369696142544 0.0010348501202458249 0.0017306039172572786 0.0017749597297191976 0.0010158784822833762 0.001214493719841617
leaf_count=1037 394 599 448 169 474
internal_value=0 -4.9406e-05 2.89757e-05 -0.000109917 -0.000202313
internal_weight=0 0.00683917 0.00452144 0.00279084 0.00231773
internal_count=3121 2727 1216 617 1511
is_linear=0
shrinkage=0.00196078


Tree=9567
num_leaves=7
num_cat=0
split_feature=484 49 52 15 15 0
split_gain=2.6713e-05 2.05078e-05 3.70996e-05 6.60783e-05 5.72811e-05 2.70199e-05
threshold=0.073690000000000019 -0.081404999999999991 -0.07167999999999998 -0.11713499999999999 -0.031204999999999997 -0.077639999999999987
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=0.00020503263462495671 0.00028911639291118976 -0.00041899325710908987 -0.00042507709917742392 0.00047760511842845577 0.00018568854044750363 -0.00023598623465511436
leaf_weight=0.0010449669623190192 0.001043673605150822 0.0010916239294973427 0.0011531653283688441 0.0011382618321308384 0.0010159503588880279 0.0013748772458822666
leaf_count=213 394 591 317 415 818 373
internal_value=0 -4.7732e-05 -9.34778e-05 -1.75869e-05 0.000115565 -5.68012e-05
internal_weight=0 0.00681885 0.00577388 0.00468225 0.00352909 0.00239083
internal_count=3121 2727 2514 1923 1606 1191
is_linear=0
shrinkage=0.00196078


Tree=9568
num_leaves=6
num_cat=0
split_feature=15 0 0 4 13
split_gain=1.01764e-05 1.81326e-05 5.36929e-05 2.86788e-05 1.06024e-05
threshold=-0.11713499999999999 -0.10096999999999999 -0.14920999999999998 -0.083854999999999985 -0.0021749999999999994
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -3
right_child=1 3 -4 -5 -6
leaf_value=-0.0075658106579182998 -0.0054459243298843538 0.01229013519785235 0.024761582848243036 -0.013291988003778185 -0.0021967449614975162
leaf_weight=0.0014439790593023544 0.0012681853230367573 0.0010039814691517159 0.0010977687799235275 0.0014882583191590708 0.0010168679260540675
leaf_count=484 178 294 241 1625 299
internal_value=0 0.00180414 0.00856993 -0.00275758 0.00500051
internal_weight=0 0.00587506 0.00236595 0.00350911 0.00202085
internal_count=3121 2637 419 2218 593
is_linear=0
shrinkage=0.1


Tree=9569
num_leaves=6
num_cat=0
split_feature=52 13 2 48 12
split_gain=2.54318e-05 2.56634e-05 3.10869e-05 7.99883e-05 3.02986e-05
threshold=0.11434500000000002 -0.094514999999999988 0.11215000000000001 0.083985000000000018 0.085885000000000017
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.00024072708175798308 -0.00028605563058379239 5.1000251239793001e-05 -0.00033719763120656197 0.0005042867143213235 -0.00035862510562735208
leaf_weight=0.001826519616810675 0.0010481265064518023 0.0016202085491643606 0.0010147571203193255 0.0010718350726535964 0.0012147363056817329
leaf_count=318 501 615 313 328 1046
internal_value=0 4.22384e-05 -3.14262e-05 4.79956e-05 -0.000124519
internal_weight=0 0.00674806 0.00492154 0.00390678 0.00283494
internal_count=3121 2620 2302 1989 1661
is_linear=0
shrinkage=0.00196078


Tree=9570
num_leaves=6
num_cat=0
split_feature=484 3 12 42 1
split_gain=2.24816e-05 2.12487e-05 4.07596e-05 3.80817e-05 3.69096e-05
threshold=0.073690000000000019 0.10893000000000001 0.084100000000000022 0.08623500000000002 0.094385000000000011
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=-5.444415609958124e-06 0.00026403381080148498 -0.00023444129568048414 -0.00041426092287816718 5.8051503565259333e-05 0.00048461216023666274
leaf_weight=0.0013952921607804944 0.0010378980654265737 0.0017161455239219602 0.0011704819159071807 0.0014941175992424411 0.0010249417264501912
leaf_count=350 394 225 978 877 297
internal_value=0 -4.57849e-05 1.78872e-05 -0.000149422 0.000202089
internal_weight=0 0.00680098 0.00508483 0.0026646 0.00242023
internal_count=3121 2727 2502 1855 647
is_linear=0
shrinkage=0.00196078


Tree=9571
num_leaves=6
num_cat=0
split_feature=52 4 15 2 16
split_gain=9.23063e-06 2.74198e-05 1.89917e-05 4.37817e-05 1.792e-05
threshold=-0.046924999999999988 0.0061450000000000003 -0.11713499999999999 0.10097500000000002 -0.088159999999999988
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.0043555165660622589 -0.013630035853641998 0.017121459930182839 0.018642903014600237 -0.014093437975314607 0.001387433010469474
leaf_weight=0.0013624566227694855 0.0011737548779300606 0.0010545747302567374 0.0010490248995722602 0.0012742150316476324 0.0014118511396008576
leaf_count=732 367 221 442 316 1043
internal_value=0 0.0050151 -0.00253434 0.000952493 0.00874311
internal_weight=0 0.00241703 0.00490885 0.00373509 0.00246088
internal_count=3121 953 2168 1801 1485
is_linear=0
shrinkage=0.1


Tree=9572
num_leaves=7
num_cat=0
split_feature=484 49 52 15 15 3
split_gain=1.92177e-05 1.83842e-05 3.96026e-05 6.91269e-05 6.37455e-05 2.43585e-05
threshold=0.073690000000000019 -0.081404999999999991 -0.07167999999999998 -0.11713499999999999 -0.031204999999999997 -0.020429999999999997
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=0.00019769596095537388 0.00024373543995878498 -0.00042076508192171575 -0.00042703423036638056 0.00050755842721742059 0.00012274261384009042 -0.00027180962566598796
leaf_weight=0.0010509016239289883 0.0010508162281776257 0.0010913562533678466 0.0011398400535015951 0.0011509628570118783 0.0013556398338322622 0.0010815463618702632
leaf_count=213 394 591 317 415 1088 103
internal_value=0 -4.09877e-05 -8.4091e-05 -6.37687e-06 0.000127253 -5.23472e-05
internal_weight=0 0.00687025 0.00581935 0.00472799 0.00358815 0.00243719
internal_count=3121 2727 2514 1923 1606 1191
is_linear=0
shrinkage=0.00196078


Tree=9573
num_leaves=6
num_cat=0
split_feature=484 151 48 16 3
split_gain=1.23859e-05 1.55518e-05 4.13229e-05 4.36886e-05 2.0428e-05
threshold=0.041405000000000004 -0.0083949999999999979 0.091545000000000015 -0.15241499999999997 -0.015584999999999998
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.011548722247728137 0.010292468596913211 0.013650161486755977 0.017606933401332445 -0.0018755877506104212 -0.018700844677347006
leaf_weight=0.0012743848979491273 0.001001341354705837 0.001027390877638252 0.0011357399531727241 0.0014306666898170797 0.0014559915410426933
leaf_count=439 439 281 234 1531 197
internal_value=0 -0.0016774 0.000813764 -0.00405911 -0.010362
internal_weight=0 0.00632417 0.00504979 0.00391405 0.00288666
internal_count=3121 2682 2243 2009 1728
is_linear=0
shrinkage=0.1


Tree=9574
num_leaves=5
num_cat=0
split_feature=12 3 2 2
split_gain=1.1245e-05 3.15857e-05 2.86754e-05 1.32709e-05
threshold=0.051320000000000005 0.083060000000000009 0.08622500000000001 0.11215000000000001
decision_type=2 2 2 2
left_child=1 -1 -2 -3
right_child=2 3 -4 -5
leaf_value=0.015814295522144649 -0.014140912266490724 0.0040350615915320824 0.0039946582161033495 -0.010826948633804121
leaf_weight=0.0013791020925011327 0.0015745141603650523 0.001239635892587279 0.0019536826397626877 0.0011659098616997403
leaf_count=438 987 204 1313 179
internal_value=0 0.00374891 -0.00409863 -0.0031682
internal_weight=0 0.00378465 0.0035282 0.00240555
internal_count=3121 821 2300 383
is_linear=0
shrinkage=0.1


Tree=9575
num_leaves=5
num_cat=0
split_feature=3 13 13 52
split_gain=9.15538e-06 6.89005e-05 3.73896e-05 1.98929e-05
threshold=-0.078934999999999991 -0.023499999999999997 -0.061684999999999997 -0.066844999999999988
decision_type=2 2 2 2
left_child=1 -1 -2 -4
right_child=2 -3 3 -5
leaf_value=-0.023571513775243021 0.014240646722218196 0.0097356046080386057 -0.014570118438990382 0.0021210091397252709
leaf_weight=0.0011085327060360243 0.0017378542319163347 0.0014124221661937092 0.0011428277044779954 0.001903154056377991
leaf_count=956 671 786 285 423
internal_value=0 -0.00491044 0.00253638 -0.00414137
internal_weight=0 0.00252095 0.00478384 0.00304598
internal_count=3121 1742 1379 708
is_linear=0
shrinkage=0.1


Tree=9576
num_leaves=6
num_cat=0
split_feature=52 4 0 16 1
split_gain=9.97464e-06 2.00474e-05 1.65239e-05 3.06067e-05 2.37072e-05
threshold=-0.057699999999999994 0.0061450000000000003 -0.17169499999999996 -0.056919999999999991 0.094385000000000011
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.002837821368794579 0.0080091070812991962 0.015735776805997616 -0.0081902028745850248 -0.016142413376473961 0.012691229090061269
leaf_weight=0.001323688043815124 0.0011331362732733916 0.0010358912627763805 0.001113935476864965 0.0016231820151703033 0.0010621008860058944
leaf_count=718 137 208 1080 652 326
internal_value=0 0.00531627 -0.00258916 -0.00575015 0.00200181
internal_weight=0 0.00235958 0.00493235 0.00379922 0.00217604
internal_count=3121 926 2195 2058 1406
is_linear=0
shrinkage=0.1


Tree=9577
num_leaves=5
num_cat=0
split_feature=15 13 2 3
split_gain=8.9306e-06 1.69141e-05 2.59895e-05 4.46856e-05
threshold=-0.11713499999999999 0.11596500000000001 0.084245000000000014 0.092670000000000016
decision_type=2 2 2 2
left_child=-1 2 -2 -4
right_child=1 -3 3 -5
leaf_value=-0.0070974227397080855 0.0096832822507488085 0.012850167198886837 -0.017599189747330209 0.0061089058040944624
leaf_weight=0.0014348751394102034 0.001560247007008925 0.0011047515791553783 0.0016351493115640467 0.001547329427168507
leaf_count=484 764 167 1483 223
internal_value=0 0.00170667 -0.000889046 -0.00607225
internal_weight=0 0.00584748 0.00474273 0.00318248
internal_count=3121 2637 2470 1706
is_linear=0
shrinkage=0.1


Tree=9578
num_leaves=6
num_cat=0
split_feature=42 49 0 4 3
split_gain=9.27112e-06 1.89015e-05 2.75243e-05 2.25141e-05 4.68499e-06
threshold=-1.0000000180025095e-35 -0.047584999999999995 -0.10474999999999998 -0.27825499999999997 0.10893000000000001
decision_type=2 2 2 2 2
left_child=-1 -2 4 -4 -3
right_child=1 2 3 -5 -6
leaf_value=-0.0082315700437597481 0.011486732934719945 -0.015132323649270222 -0.0061969103257772098 0.012669333410289247 -0.0055087255597995001
leaf_weight=0.0011576646892152683 0.0014529752939084579 0.0010179673172539447 0.0010514965811080576 0.0015875151495965405 0.0010055651590843619
leaf_count=862 360 225 206 1357 111
internal_value=0 0.00152776 -0.00157572 0.0051522 -0.01035
internal_weight=0 0.00611552 0.00466254 0.00263901 0.00202353
internal_count=3121 2259 1899 1563 336
is_linear=0
shrinkage=0.1


Tree=9579
num_leaves=7
num_cat=0
split_feature=484 49 52 15 15 3
split_gain=1.9458e-05 1.74628e-05 3.09926e-05 5.19422e-05 5.76148e-05 2.18374e-05
threshold=0.065750000000000017 -0.081404999999999991 -0.07167999999999998 -0.11713499999999999 -0.031204999999999997 -0.020429999999999997
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=0.00019572883312494075 0.00025129302178406997 -0.00039031598077089009 -0.00038524515384967713 0.00047509659371488996 9.8843685573223668e-05 -0.00028347685076439465
leaf_weight=0.0010070865441939095 0.0010033960802876786 0.0010387163160426359 0.0011009778000104233 0.001095839884017181 0.0012997911984092576 0.0010292032999245945
leaf_count=213 402 590 317 412 1084 103
internal_value=0 -4.1863e-05 -8.48631e-05 -1.47588e-05 0.000104341 -7.01071e-05
internal_weight=0 0.00657162 0.00556453 0.00452581 0.00342483 0.00232899
internal_count=3121 2719 2506 1916 1599 1187
is_linear=0
shrinkage=0.00196078


Tree=9580
num_leaves=6
num_cat=0
split_feature=2 13 0 16 3
split_gain=9.07964e-06 2.0875e-05 1.54356e-05 3.21265e-05 6.5173e-06
threshold=0.099185000000000009 -0.08971999999999998 -0.060129999999999996 -0.078844999999999985 0.099930000000000005
decision_type=2 2 2 2 2
left_child=2 -2 3 -1 -3
right_child=1 4 -4 -5 -6
leaf_value=0.0012864871607174925 0.015172811312232644 0.0038553619793315502 0.0053921879409610822 -0.020960947601895347 -0.007404384031656986
leaf_weight=0.0016395725510836854 0.0010944112335924245 0.001002063705025816 0.0014048101281459455 0.0010744486231656315 0.0010555517506760353
leaf_count=902 200 596 247 1053 123
internal_value=0 0.00401421 -0.0031167 -0.00752101 -0.00192086
internal_weight=0 0.00315203 0.00411883 0.00271402 0.00205762
internal_count=3121 919 2202 1955 719
is_linear=0
shrinkage=0.1


Tree=9581
num_leaves=5
num_cat=0
split_feature=12 2 1 16
split_gain=1.00188e-05 2.96646e-05 2.68917e-05 9.18522e-05
threshold=0.051320000000000005 0.08622500000000001 0.094090000000000021 -0.074319999999999983
decision_type=2 2 2 2
left_child=2 -2 -1 -4
right_child=1 -3 3 -5
leaf_value=-0.0068788337970810036 -0.014167415351116259 0.0043637562340467775 -0.010995545794765251 0.029283424282064298
leaf_weight=0.0014911770965474998 0.0015554950386712514 0.0019427232661319296 0.0010657359226293875 0.0012077422954143576
leaf_count=254 987 1313 306 261
internal_value=0 -0.00387619 0.00355701 0.0104019
internal_weight=0 0.00349822 0.00376466 0.00227348
internal_count=3121 2300 821 567
is_linear=0
shrinkage=0.1


Tree=9582
num_leaves=6
num_cat=0
split_feature=16 16 52 12 3
split_gain=1.6974e-05 1.88577e-05 6.6356e-05 6.97206e-05 3.01705e-05
threshold=-0.5048999999999999 0.38525000000000004 0.10160000000000001 0.088305000000000008 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.00020957816823670205 -0.00041754486365895983 0.00019697799983005963 -0.00054347207904165151 0.00033669709034737764 -1.1321672912046418e-05
leaf_weight=0.0011917319781170289 0.0011461971440115256 0.0010473940915571335 0.0010145223371812884 0.0016275087188380236 0.0018176378045665371
leaf_count=222 973 311 547 785 283
internal_value=0 -4.45257e-05 -8.9648e-05 1.06309e-05 -0.000168419
internal_weight=0 0.00665326 0.00560587 0.00459134 0.00296383
internal_count=3121 2899 2588 2041 1256
is_linear=0
shrinkage=0.00196078


Tree=9583
num_leaves=6
num_cat=0
split_feature=51 47 1 0 2
split_gain=8.59839e-06 2.20062e-05 4.73535e-05 2.57766e-05 1.26383e-05
threshold=0.087505000000000013 0.077555000000000013 0.077565000000000009 -0.10474999999999998 0.098035000000000011
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=-0.014095704236240379 -0.0082139138646892332 -0.0080888348075864938 0.023634008614659918 0.002741220264087952 0.0017402761715974643
leaf_weight=0.0010025151545205897 0.0010894669604192483 0.0017446119049158012 0.0013714225388899923 0.0010370619526260724 0.0010133949725923451
leaf_count=1020 435 361 264 707 334
internal_value=0 0.00142253 0.00517301 0.0146378 -0.00613498
internal_weight=0 0.00616901 0.00442439 0.00240848 0.00201591
internal_count=3121 2686 2325 971 1354
is_linear=0
shrinkage=0.1


Tree=9584
num_leaves=5
num_cat=0
split_feature=42 49 15 4
split_gain=8.62231e-06 2.39833e-05 2.35617e-05 3.70287e-05
threshold=0.091735000000000025 -0.0060549999999999988 -0.037864999999999989 -0.084369999999999987
decision_type=2 2 2 2
left_child=1 -1 -3 -4
right_child=-2 2 3 -5
leaf_value=-0.0086112817634256492 -0.0083655371720186712 -0.0035665779783912045 0.00024861204924273706 0.023878235314594317
leaf_weight=0.0017245113479254131 0.0010574954082795242 0.0017998566226628417 0.0014254070887857722 0.0012401464282220339
leaf_count=540 667 781 509 624
internal_value=0 0.00140507 0.00527332 0.0112423
internal_weight=0 0.00618992 0.00446541 0.00266555
internal_count=3121 2454 1914 1133
is_linear=0
shrinkage=0.1


Tree=9585
num_leaves=6
num_cat=0
split_feature=15 52 52 1 2
split_gain=8.78984e-06 2.76375e-05 2.74832e-05 4.31556e-05 1.60313e-05
threshold=1.0000000180025095e-35 -0.081429999999999989 0.10347000000000002 0.090540000000000023 0.11144000000000001
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=0.01419860664518011 -0.0064914710285512746 -0.023122533422489617 0.011369405944205565 0.010327668847631484 -0.0073592694147455841
leaf_weight=0.0013713819387547524 0.0016260980540414938 0.0010787074639119856 0.0011122466226327148 0.0010370011272663867 0.0010131292036039026
leaf_count=658 1216 490 315 242 200
internal_value=0 0.00185814 -0.00213223 -0.00693182 0.00158717
internal_weight=0 0.00561247 0.00424108 0.00312884 0.00205013
internal_count=3121 1905 1247 932 442
is_linear=0
shrinkage=0.1


Tree=9586
num_leaves=6
num_cat=0
split_feature=484 48 0 2 16
split_gain=2.14638e-05 1.97034e-05 6.92832e-05 3.50714e-05 6.13014e-05
threshold=0.073690000000000019 0.083985000000000018 -0.18113999999999997 0.10912000000000001 -0.056919999999999991
decision_type=2 2 2 2 2
left_child=1 3 -3 4 -1
right_child=-2 2 -4 -5 -6
leaf_value=5.0174011549815904e-05 0.00026309168475362784 -0.00022114886902161975 0.00046655496668007967 0.00020277377327869862 -0.00047325435436516362
leaf_weight=0.0017217412275249526 0.0010277565123321892 0.0011763808484768282 0.0010805984371094392 0.0010191154980482221 0.001719190482143878
leaf_count=1099 394 81 455 372 720
internal_value=0 -4.11751e-05 0.000108111 -0.00011672 -0.000211346
internal_weight=0 0.00671703 0.00225698 0.00446005 0.00344093
internal_count=3121 2727 536 2191 1819
is_linear=0
shrinkage=0.00196078


Tree=9587
num_leaves=6
num_cat=0
split_feature=457 2 1 15 3
split_gain=8.98175e-06 1.58542e-05 3.04845e-05 3.74802e-05 2.34947e-05
threshold=0.069910000000000014 0.113445 0.090475000000000014 -0.094549999999999981 -0.055119999999999995
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=-0.0062510957751464166 0.0085794993712514332 0.0074175743229335685 -5.8799751219943094e-05 -0.026877301450200466 0.01280339931718651
leaf_weight=0.0013479576070344512 0.0010406287069050606 0.0015183785597769374 0.0010517846913208329 0.0010328467477878727 0.0012445882886612117
leaf_count=1538 267 473 188 478 177
internal_value=0 -0.00146081 -0.00434305 -0.0133462 0.00289628
internal_weight=0 0.00619556 0.00467718 0.00208463 0.00259255
internal_count=3121 2854 2381 666 1715
is_linear=0
shrinkage=0.1


Tree=9588
num_leaves=6
num_cat=0
split_feature=16 4 2 4 4
split_gain=8.12233e-06 2.51624e-05 2.35899e-05 2.66658e-05 2.10113e-05
threshold=-0.5048999999999999 0.098655000000000007 0.10981000000000002 -0.084369999999999987 -0.0029599999999999995
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
right_child=1 -3 -4 4 -6
leaf_value=0.0078827690964930423 -0.012310500822091522 -0.013660943434081269 0.014709024690620916 0.014773101111829633 -0.0047204308673815332
leaf_weight=0.001103007459346615 0.0014797186329375163 0.0013211134496026629 0.0011095627863943868 0.0011065480385043774 0.0011051849566789439
leaf_count=222 549 340 351 1240 419
internal_value=0 -0.00143952 0.00192349 -0.00191954 0.00503234
internal_weight=0 0.00612213 0.00480101 0.00369145 0.00221173
internal_count=3121 2899 2559 2208 1659
is_linear=0
shrinkage=0.1


Tree=9589
num_leaves=6
num_cat=0
split_feature=0 4 12 2 3
split_gain=8.2515e-06 2.34249e-05 2.34235e-05 2.89661e-05 2.49094e-05
threshold=-0.060129999999999996 -0.35136499999999998 0.090995000000000006 0.089885000000000007 0.10893000000000001
decision_type=2 2 2 2 2
left_child=2 -2 3 -1 -5
right_child=1 -3 -4 4 -6
leaf_value=-0.011029345684694318 -0.0056509085635879572 0.013791579520790968 -0.015567972113099505 0.018252584676573546 -0.0020679167706634423
leaf_weight=0.0012521887744734754 0.0011699250823518114 0.0013176017136924845 0.0010591047472025671 0.0011628376447990996 0.0012535466197187322
leaf_count=1149 227 346 813 422 164
internal_value=0 0.00464746 -0.00246768 0.00131434 0.00771093
internal_weight=0 0.00248753 0.00472768 0.00366857 0.00241638
internal_count=3121 573 2548 1735 586
is_linear=0
shrinkage=0.1


Tree=9590
num_leaves=5
num_cat=0
split_feature=43 3 4 48
split_gain=8.18999e-06 2.92642e-05 1.9794e-05 3.07812e-05
threshold=-0.04890499999999999 -0.077774999999999983 -0.059649999999999988 0.085845000000000019
decision_type=2 2 2 2
left_child=1 -1 -2 -4
right_child=2 -3 3 -5
leaf_value=-0.0042017057392551753 -0.012234541079634126 0.017365134866436045 0.0094979494459269277 -0.011010506462610536
leaf_weight=0.001568679214734783 0.0014475323648160355 0.0010504919763399086 0.0019757116340667204 0.001162436736585348
leaf_count=960 890 495 554 222
internal_value=0 0.00444828 -0.00256095 0.00190118
internal_weight=0 0.00261917 0.00458568 0.00313815
internal_count=3121 1455 1666 776
is_linear=0
shrinkage=0.1


Tree=9591
num_leaves=7
num_cat=0
split_feature=52 133 52 2 43 15
split_gain=2.14028e-05 2.63059e-05 7.29519e-05 8.90822e-05 0.000120001 4.64708e-05
threshold=0.11434500000000002 -1.0000000180025095e-35 -0.0064899999999999992 0.10613000000000002 -1.0000000180025095e-35 -0.053579999999999996
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=-0.00032763649846872454 -0.00033486402530509134 2.3142143338293674e-05 -4.5822259056969232e-05 -0.00022862737879251273 0.0008869226245881947 -0.00049951557438954121
leaf_weight=0.0010154761166784087 0.0010636284940010558 0.0013494569141015722 0.0010041291723578026 0.0011601345687752341 0.0011237889911924553 0.0012691698085896795
leaf_count=813 501 492 404 189 184 538
internal_value=0 -3.61136e-05 1.4005e-05 0.000208471 0.000446776 -0.000230174
internal_weight=0 0.00692216 0.00590668 0.00328805 0.00212792 0.00261863
internal_count=3121 2620 1807 777 588 1030
is_linear=0
shrinkage=0.00196078


Tree=9592
num_leaves=6
num_cat=0
split_feature=51 43 52 12 1
split_gain=9.49251e-06 2.64492e-05 3.57989e-05 4.57689e-05 3.8659e-05
threshold=-0.076794999999999988 -0.15582499999999996 -0.057699999999999994 0.090840000000000018 0.094385000000000011
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0080141438159511743 0.016046180573953763 0.013227477654806412 -0.013522016390170059 -0.023645323543378057 0.011200833575365547
leaf_weight=0.0012471424647399667 0.0010427523776937427 0.0012375711536871171 0.0010926979045356368 0.0010881902066498419 0.0015017586477493537
leaf_count=537 213 524 882 634 331
internal_value=0 0.00157925 -0.00148676 -0.00643155 0.0007884
internal_weight=0 0.00596297 0.00492022 0.00368265 0.00259446
internal_count=3121 2584 2371 1847 1213
is_linear=0
shrinkage=0.1


Tree=9593
num_leaves=6
num_cat=0
split_feature=52 13 2 48 2
split_gain=2.71888e-05 3.50223e-05 3.75611e-05 7.42741e-05 3.05483e-05
threshold=0.11434500000000002 -0.094514999999999988 0.11215000000000001 0.083985000000000018 0.084245000000000014
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.00027395388192106305 -0.00030561352368773374 4.7017628590571163e-05 -0.00038401092505076689 0.00048947832154982486 -0.00037108775169360187
leaf_weight=0.0017892343155993242 0.0010107046512982899 0.0016258655090989485 0.0010073996340642065 0.0010366865068080289 0.0011450003994922936
leaf_count=318 501 622 313 328 1039
internal_value=0 3.97172e-05 -4.73251e-05 4.1755e-05 -0.000125755
internal_weight=0 0.00660419 0.00481495 0.00380755 0.00277087
internal_count=3121 2620 2302 1989 1661
is_linear=0
shrinkage=0.00196078


Tree=9594
num_leaves=6
num_cat=0
split_feature=0 15 16 16 2
split_gain=1.08806e-05 1.93025e-05 6.04267e-05 3.20318e-05 1.81084e-05
threshold=1.0000000180025095e-35 -0.016799999999999995 -0.056919999999999991 -0.008904999999999998 0.10444500000000002
decision_type=2 2 2 2 2
left_child=1 2 4 -3 -1
right_child=-2 3 -4 -5 -6
leaf_value=-0.0064037872247010635 0.007209348643435815 -0.0072313612330484976 -0.025732688292588596 0.017642195991473843 0.010945465659295968
leaf_weight=0.0011976203466667202 0.0015954535632195909 0.0010104634399005271 0.0011286759121212999 0.0010617326649910216 0.0012088873157759378
leaf_count=414 325 1046 685 377 274
internal_value=0 -0.00215021 -0.00664218 0.00551312 0.00231145
internal_weight=0 0.00560738 0.00353518 0.0020722 0.00240651
internal_count=3121 2796 1373 1423 688
is_linear=0
shrinkage=0.1


Tree=9595
num_leaves=6
num_cat=0
split_feature=51 52 12 1 3
split_gain=9.18092e-06 1.88355e-05 4.09867e-05 3.48562e-05 4.49768e-05
threshold=0.08955500000000001 0.10160000000000001 0.095110000000000014 0.10887500000000001 -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=-0.0055831644926210809 -0.0089160614853402657 -0.010861644200369371 0.020182243011026401 -0.016310764781769824 0.019929139605672011
leaf_weight=0.0017069056686126963 0.0010086912957779767 0.0010454304786285768 0.0011842631227905239 0.0010831168024741065 0.0011610536075119717
leaf_count=1356 409 453 464 264 175
internal_value=0 0.00137336 0.0038641 -0.00102696 0.00474514
internal_weight=0 0.00618077 0.00513534 0.00395108 0.00286796
internal_count=3121 2712 2259 1795 1531
is_linear=0
shrinkage=0.1


Tree=9596
num_leaves=6
num_cat=0
split_feature=0 1 42 48 2
split_gain=9.73443e-06 2.6759e-05 2.78313e-05 3.5766e-05 2.11854e-05
threshold=0.056435000000000006 0.077565000000000009 0.08623500000000002 0.086260000000000017 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=-0.016362643034272695 0.0081894943477541261 -0.0060181178992957307 0.014502928534503166 -0.015935807752120664 0.012918632041056484
leaf_weight=0.0010310838784022489 0.0011920247312514351 0.0010710405148061659 0.0012135742121880538 0.0013500938259140491 0.0013175059531942634
leaf_count=1564 204 293 524 214 322
internal_value=0 -0.00170658 0.00134491 -0.00292623 0.00442726
internal_weight=0 0.0059833 0.00495221 0.00373864 0.00238855
internal_count=3121 2917 1353 829 615
is_linear=0
shrinkage=0.1


Tree=9597
num_leaves=6
num_cat=0
split_feature=42 43 51 2 12
split_gain=9.35768e-06 2.47996e-05 2.2278e-05 4.00156e-05 4.01257e-05
threshold=0.091735000000000025 0.05259500000000001 -0.010009999999999998 0.10774000000000002 0.088305000000000008
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.013066610412622659 -0.0087923348846351487 0.015795878904589184 -0.00056672086637886041 -0.012276425376132188 0.024807213628677511
leaf_weight=0.0012373931217716169 0.0010470072193195486 0.0010053645054699713 0.0015850850823391608 0.0012619075925461957 0.0010270438669776128
leaf_count=570 667 288 866 252 478
internal_value=0 0.00143869 -0.00138522 0.00234589 0.00940987
internal_weight=0 0.00611679 0.00511143 0.00387404 0.00261213
internal_count=3121 2454 2166 1596 1344
is_linear=0
shrinkage=0.1


Tree=9598
num_leaves=5
num_cat=0
split_feature=15 42 3 15
split_gain=8.10547e-06 2.66361e-05 3.10545e-05 5.42394e-05
threshold=1.0000000180025095e-35 0.079510000000000011 0.10893000000000001 -0.040439999999999997
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=-0.00048183669029956276 -0.0062933191034105808 -0.0098981316981878158 -0.0045956076700013572 0.0295866815361535
leaf_weight=0.0013257126098280307 0.0016110156445248401 0.0014466618483259773 0.0016716517070334792 0.0010957860735248256
leaf_count=516 1216 910 223 256
internal_value=0 0.00176547 0.0058878 0.0131249
internal_weight=0 0.00553981 0.00409315 0.0024215
internal_count=3121 1905 995 772
is_linear=0
shrinkage=0.1


Tree=9599
num_leaves=6
num_cat=0
split_feature=484 48 0 3 1
split_gain=1.04638e-05 1.61248e-05 6.74924e-05 3.095e-05 4.61431e-05
threshold=0.044540000000000003 0.083985000000000018 -0.18113999999999997 -0.015584999999999998 0.08844500000000001
decision_type=2 2 2 2 2
left_child=1 3 -3 4 -1
right_child=-2 2 -4 -5 -6
leaf_value=-0.00023932815673074432 0.0001806153385917409 -0.00023111494040768882 0.00046208987759324569 -0.00029113489983924258 0.00030872987866005318
leaf_weight=0.001138038087817844 0.0010054957629282114 0.00111899896604116 0.001043617877459637 0.0018958722139505542 0.0012278828439338341
leaf_count=1256 435 81 454 352 543
internal_value=0 -3.44945e-05 0.000103406 -0.000104471 4.5107e-05
internal_weight=0 0.00642441 0.00216262 0.00426179 0.00236592
internal_count=3121 2686 535 2151 1799
is_linear=0
shrinkage=0.00196078


Tree=9600
num_leaves=6
num_cat=0
split_feature=1 457 15 1 4
split_gain=3.11783e-05 4.13236e-05 4.85573e-05 6.09054e-05 3.97688e-05
threshold=0.12500000000000003 0.069910000000000014 -0.14755499999999996 0.090740000000000015 -0.083854999999999985
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=0.00026688850418078285 0.00029178506868836286 0.00029523929065199757 0.00013510721960290799 -0.00049808755745154871 -0.00032359716372812374
leaf_weight=0.0010005948549195861 0.0011143003438277479 0.001055865788828339 0.0018934134647710292 0.0017635607073838103 0.0011792513224974349
leaf_count=213 279 249 462 576 1342
internal_value=0 -6.17199e-05 -0.000126293 -0.00020764 -4.09379e-05
internal_weight=0 0.00689269 0.00583682 0.00483623 0.00307266
internal_count=3121 2842 2593 2380 1804
is_linear=0
shrinkage=0.00196078


Tree=9601
num_leaves=6
num_cat=0
split_feature=42 160 43 16 48
split_gain=9.0999e-06 2.16027e-05 2.14799e-05 2.86959e-05 2.81404e-05
threshold=-0.025789999999999997 -1.0000000180025095e-35 -0.074359999999999996 -0.056919999999999991 0.086125000000000021
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0083590190957081884 -0.0094147919163730005 0.016142996969192622 0.018212062124063549 -0.011968178021282798 -0.0041703274175224278
leaf_weight=0.0011149252455902505 0.0014001730841297667 0.0012209917292256857 0.0011535971954768484 0.0011753168028832686 0.001094804798577305
leaf_count=712 837 494 607 339 132
internal_value=0 0.00147322 0.00475546 0.000694359 0.0073135
internal_weight=0 0.00604488 0.00464471 0.00342372 0.0022484
internal_count=3121 2409 1572 1078 739
is_linear=0
shrinkage=0.1


Tree=9602
num_leaves=6
num_cat=0
split_feature=15 4 12 1 0
split_gain=9.38515e-06 2.41663e-05 2.52054e-05 5.24595e-05 1.05772e-05
threshold=-0.15914499999999995 0.098655000000000007 0.084100000000000022 0.094385000000000011 -0.052984999999999997
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -4
right_child=1 -3 4 -5 -6
leaf_value=0.0084946786392780683 -0.0027945812644397513 -0.013424116307775642 0.00070055250462666425 0.026021557616253271 -0.013718321778632803
leaf_weight=0.0010891956878875822 0.00166352585400681 0.0013427226982226344 0.0010035160564980802 0.001018593501171527 0.0010318992703040955
leaf_count=351 412 278 1602 258 220
internal_value=0 -0.0015876 0.00178136 0.00814898 -0.00660942
internal_weight=0 0.00606026 0.00471753 0.00268212 0.00203542
internal_count=3121 2770 2492 670 1822
is_linear=0
shrinkage=0.1


Tree=9603
num_leaves=6
num_cat=0
split_feature=16 52 0 13 48
split_gain=1.34319e-05 4.33204e-05 3.29327e-05 2.89542e-05 2.70562e-05
threshold=0.38525000000000004 0.10160000000000001 -0.077999999999999986 -0.094514999999999988 0.083985000000000018
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.00020606787156840316 0.00020812830725895141 -0.00039462700940711841 0.00027073462445996021 -0.0003496232799234474 4.5887631916975991e-05
leaf_weight=0.0010902856973889104 0.001012252583117549 0.0010728923172233793 0.0016191187864345591 0.001486793514927988 0.0012030617155909325
leaf_count=223 311 591 575 1141 280
internal_value=0 -3.47612e-05 3.67481e-05 -6.34736e-05 -0.000172728
internal_weight=0 0.00647215 0.00539926 0.00378014 0.00268986
internal_count=3121 2810 2219 1644 1421
is_linear=0
shrinkage=0.00196078


Tree=9604
num_leaves=6
num_cat=0
split_feature=3 12 52 0 0
split_gain=8.06859e-06 1.62079e-05 2.88848e-05 2.12935e-05 4.85648e-05
threshold=0.13524500000000003 0.09334000000000002 -0.088204999999999992 -0.17169499999999996 -0.084269999999999984
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.013602302631583948 0.0078762631890825063 -0.010878220591877159 0.016173554242663573 -0.016355169556629461 0.012372306341386625
leaf_weight=0.0010084691473863849 0.0010893765989925825 0.0014064060444082711 0.0012384694491860745 0.0010317243582594101 0.0013697467684585937
leaf_count=436 192 808 140 844 701
internal_value=0 -0.00147211 0.00137377 0.00552299 3.03563e-05
internal_weight=0 0.00605482 0.00464841 0.00363994 0.00240147
internal_count=3121 2929 2121 1685 1545
is_linear=0
shrinkage=0.1


Tree=9605
num_leaves=6
num_cat=0
split_feature=484 1 49 3 12
split_gain=2.01573e-05 2.43467e-05 3.1616e-05 4.63387e-05 4.0668e-05
threshold=0.073690000000000019 0.12337000000000002 -0.043469999999999995 0.099930000000000005 0.088365000000000013
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=0.00014874983345511872 0.00025240022621485778 0.00022540824147784168 0.00012662032954567209 -0.00053425574986486798 -0.00033207420938396207
leaf_weight=0.0014963365228691256 0.0010159626637912091 0.0010827763983585186 0.0018149865043322611 0.0010743734016285464 0.0012583531239343535
leaf_count=321 394 247 905 104 1150
internal_value=0 -4.39131e-05 -9.55808e-05 -0.000183726 -6.11883e-05
internal_weight=0 0.00672683 0.00564405 0.00414771 0.00307334
internal_count=3121 2727 2480 2159 2055
is_linear=0
shrinkage=0.00196078


Tree=9606
num_leaves=6
num_cat=0
split_feature=13 3 1 3 1
split_gain=7.80178e-06 1.8925e-05 3.66513e-05 1.83584e-05 1.61127e-05
threshold=-0.084034999999999985 0.10893000000000001 0.102705 -0.082094999999999987 0.08844500000000001
decision_type=2 2 2 2 2
left_child=4 2 3 -2 -1
right_child=1 -3 -4 -5 -6
leaf_value=-0.0033177263832586783 0.0030046705937602437 -0.013963243277434832 0.014569789543023518 -0.014211932120086666 0.013558084242339891
leaf_weight=0.0011757515738856921 0.0011707193078460553 0.001082159213741914 0.001309227389072444 0.001315090434906799 0.0010905290875438674
leaf_count=610 851 108 426 814 312
internal_value=0 -0.00229797 0.0010284 -0.00610358 0.00480288
internal_weight=0 0.0048772 0.00379504 0.00248581 0.00226628
internal_count=3121 2199 2091 1665 922
is_linear=0
shrinkage=0.1


Tree=9607
num_leaves=6
num_cat=0
split_feature=484 49 2 4 12
split_gain=2.38484e-05 1.36258e-05 2.81024e-05 6.40259e-05 4.69273e-05
threshold=0.073690000000000019 0.005085000000000001 0.10912000000000001 -0.084369999999999987 0.088305000000000008
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.00056445027520061813 0.00028021984877678254 0.00016286916513897661 0.00015847838353267243 -0.00022567564267272821 0.00026871153571141732
leaf_weight=0.0011196128782644914 0.0010028276282625587 0.0010276439962881058 0.00138765404024992 0.0017362333765347654 0.0012840948994113513
leaf_count=469 394 526 364 645 723
internal_value=0 -4.44615e-05 -8.30066e-05 -0.000163949 -1.54866e-05
internal_weight=0 0.00655524 0.0055276 0.00413994 0.00302033
internal_count=3121 2727 2201 1837 1368
is_linear=0
shrinkage=0.00196078


Tree=9608
num_leaves=6
num_cat=0
split_feature=52 13 0 3 4
split_gain=3.37883e-05 3.43618e-05 3.64591e-05 4.17308e-05 2.32977e-05
threshold=0.11434500000000002 -0.094514999999999988 -0.077999999999999986 -0.00083499999999999991 -0.10429499999999998
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -4
right_child=-2 2 4 -5 -6
leaf_value=0.00027203324269468648 -0.00033071996096223285 -0.0004908399849402515 -4.2471664035364713e-05 -4.4282684827443796e-06 0.00037078805871406984
leaf_weight=0.0018906521439968245 0.0010508718327970476 0.0010554047852077094 0.0010719801176089807 0.0018969766720177022 0.0010268942393465233
leaf_count=318 501 1304 223 193 582
internal_value=0 4.65458e-05 -3.78527e-05 -0.000178309 0.00015972
internal_weight=0 0.00694191 0.00505126 0.00295238 0.00209887
internal_count=3121 2620 2302 1497 805
is_linear=0
shrinkage=0.00196078


Tree=9609
num_leaves=5
num_cat=0
split_feature=42 49 15 4
split_gain=8.06324e-06 2.26712e-05 1.74716e-05 2.82515e-05
threshold=0.091735000000000025 -0.00064499999999999985 -0.037864999999999989 -0.084369999999999987
decision_type=2 2 2 2
left_child=1 -1 -3 -4
right_child=-2 2 3 -5
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internal_count=3121 2454 1883 1113
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shrinkage=0.1


Tree=9610
num_leaves=7
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split_gain=2.21262e-05 2.48969e-05 3.25832e-05 5.91187e-05 7.10557e-05 2.02971e-05
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leaf_count=213 394 591 317 415 1088 103
internal_value=0 -4.46375e-05 -9.47889e-05 -2.36292e-05 0.000101804 -8.80772e-05
internal_weight=0 0.00672663 0.00571628 0.00464337 0.00351392 0.00240061
internal_count=3121 2727 2514 1923 1606 1191
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shrinkage=0.00196078


Tree=9611
num_leaves=6
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split_feature=49 2 13 42 4
split_gain=9.39528e-06 1.41003e-05 2.97553e-05 3.65083e-05 9.78241e-06
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decision_type=2 2 2 2 2
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internal_value=0 -0.00203258 0.000673954 0.00583955 0.0136069
internal_weight=0 0.00549867 0.00427691 0.00309129 0.00204606
internal_count=3121 2696 2292 1920 793
is_linear=0
shrinkage=0.1


Tree=9612
num_leaves=7
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split_feature=484 49 52 15 15 3
split_gain=1.99344e-05 2.44377e-05 3.11108e-05 4.11535e-05 6.80733e-05 2.3036e-05
threshold=0.073690000000000019 -0.081404999999999991 -0.07167999999999998 -0.11713499999999999 -0.031204999999999997 -0.020429999999999997
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=0.0010062862920808009 0.0010076797738520389 0.0010546281159430401 0.0011106275055293934 0.0011035020688687372 0.0013224477308753585 0.0010202973223547292
leaf_count=213 394 591 317 415 1088 103
internal_value=0 -4.2771e-05 -9.32284e-05 -2.2992e-05 8.27897e-05 -0.000106344
internal_weight=0 0.00661779 0.0056115 0.00455687 0.00344625 0.00234275
internal_count=3121 2727 2514 1923 1606 1191
is_linear=0
shrinkage=0.00196078


Tree=9613
num_leaves=6
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split_feature=16 4 47 1 0
split_gain=2.25529e-05 5.56913e-05 2.9923e-05 2.87027e-05 3.98725e-05
threshold=0.38525000000000004 -0.27825499999999997 0.092530000000000015 0.077565000000000009 -0.14920999999999998
decision_type=2 2 2 2 2
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leaf_count=155 311 1384 243 209 819
internal_value=0 -4.92143e-05 2.76474e-05 9.69624e-05 0.00018308
internal_weight=0 0.00671833 0.00566771 0.00458293 0.00350379
internal_count=3121 2810 2655 2412 1028
is_linear=0
shrinkage=0.00196078


Tree=9614
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split_feature=4 13 3 12 49
split_gain=9.80094e-06 1.58953e-05 2.86014e-05 2.57109e-05 3.54032e-05
threshold=0.26790000000000008 -0.13710499999999998 -0.10519499999999998 0.051320000000000005 -0.0055299999999999993
decision_type=2 2 2 2 2
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leaf_count=170 377 269 184 1872 249
internal_value=0 -0.00177706 0.000621325 -0.00365523 0.00293145
internal_weight=0 0.00588084 0.00484891 0.00370129 0.00227834
internal_count=3121 2744 2574 2305 433
is_linear=0
shrinkage=0.1


Tree=9615
num_leaves=6
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split_feature=16 52 13 3 4
split_gain=1.37075e-05 4.12836e-05 2.95004e-05 3.26696e-05 3.8884e-05
threshold=0.38525000000000004 0.10160000000000001 -0.094514999999999988 -0.082094999999999987 0.0061450000000000003
decision_type=2 2 2 2 2
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leaf_count=295 311 591 987 591 346
internal_value=0 -4.48054e-05 2.50081e-05 -6.36212e-05 -0.000197108
internal_weight=0 0.00650099 0.00541917 0.00394031 0.00252748
internal_count=3121 2810 2219 1924 937
is_linear=0
shrinkage=0.00196078


Tree=9616
num_leaves=7
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split_feature=484 49 52 15 15 3
split_gain=2.45374e-05 2.32735e-05 2.85234e-05 5.4951e-05 6.40921e-05 2.75655e-05
threshold=0.073690000000000019 -0.081404999999999991 -0.07167999999999998 -0.11713499999999999 -0.031204999999999997 -0.020429999999999997
decision_type=2 2 2 2 2 2
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leaf_value=0.00022690487804148077 0.00027996442675368096 -0.0003861434161741239 -0.00040622162571528906 0.00047980154326091235 9.7522088456989162e-05 -0.00032744682397535161
leaf_weight=0.0010123375829100148 0.0010165509638562255 0.0010584926032063506 0.0011250956603011228 0.0011155824581523983 0.0013317195050249692 0.001049137112283246
leaf_count=213 394 591 317 415 1088 103
internal_value=0 -4.69894e-05 -9.58049e-05 -2.93073e-05 9.19775e-05 -8.97427e-05
internal_weight=0 0.00669236 0.00568003 0.00462153 0.00349644 0.00238086
internal_count=3121 2727 2514 1923 1606 1191
is_linear=0
shrinkage=0.00196078


Tree=9617
num_leaves=7
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split_feature=484 151 4 3 52 4
split_gain=2.45263e-05 1.98214e-05 3.25367e-05 3.43435e-05 4.03247e-05 2.51552e-05
threshold=0.073690000000000019 -0.0083949999999999979 0.24564500000000003 0.10893000000000001 0.077655000000000016 0.0012600000000000003
decision_type=2 2 2 2 2 2
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leaf_count=444 394 803 270 93 815 302
internal_value=0 -4.37785e-05 9.3159e-06 -6.83133e-05 2.89377e-05 -0.000125703
internal_weight=0 0.0068351 0.00545568 0.00432022 0.00329926 0.00218653
internal_count=3121 2727 2283 2013 1920 1105
is_linear=0
shrinkage=0.00196078


Tree=9618
num_leaves=7
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split_feature=52 52 12 4 1 0
split_gain=2.69708e-05 3.25016e-05 4.20947e-05 5.45516e-05 4.82243e-05 5.6478e-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
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leaf_weight=0.0011493378192386655 0.0010183789376385982 0.0010612247704768797 0.0010955734997696578 0.0010413167676498786 0.001145807378274309 0.0011752098341900399
leaf_count=558 501 562 334 99 280 787
internal_value=0 4.43539e-05 -1.51983e-05 -9.89166e-05 2.71408e-05 0.000195976
internal_weight=0 0.00666847 0.00560725 0.00451167 0.00336233 0.00221653
internal_count=3121 2620 2058 1724 1166 886
is_linear=0
shrinkage=0.00196078


Tree=9619
num_leaves=5
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split_feature=49 0 47 13
split_gain=9.64569e-06 1.37555e-05 2.77229e-05 3.26302e-05
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decision_type=2 2 2 2
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leaf_weight=0.0016719847607237475 0.0019341555822907247 0.0014772388179982478 0.0010740539598967304 0.0010393944264678644
leaf_count=425 370 1453 305 568
internal_value=0 -0.00206695 0.0015952 -0.00414509
internal_weight=0 0.00552484 0.00359069 0.00251663
internal_count=3121 2696 2326 2021
is_linear=0
shrinkage=0.1


Tree=9620
num_leaves=6
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split_feature=4 13 13 16 0
split_gain=9.14592e-06 1.32081e-05 2.73804e-05 2.49664e-05 4.25023e-05
threshold=0.26790000000000008 -0.13710499999999998 -0.076599999999999988 -0.079109999999999986 -0.053834999999999994
decision_type=2 2 2 2 2
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leaf_count=170 377 937 590 724 323
internal_value=0 -0.00171999 0.000464029 -0.00337662 0.00211476
internal_weight=0 0.0058937 0.00485941 0.0038512 0.00262852
internal_count=3121 2744 2574 1637 1047
is_linear=0
shrinkage=0.1


Tree=9621
num_leaves=7
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split_feature=52 52 12 4 1 0
split_gain=2.18988e-05 3.06281e-05 4.43565e-05 5.96766e-05 3.24406e-05 6.11222e-05
threshold=0.11434500000000002 0.070205000000000017 0.097825000000000009 -0.04890499999999999 0.11181500000000001 -0.17169499999999996
decision_type=2 2 2 2 2 2
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leaf_count=558 501 562 334 99 280 787
internal_value=0 3.26793e-05 -2.54316e-05 -0.000112127 2.0013e-05 0.000157791
internal_weight=0 0.00669273 0.00561504 0.00450114 0.00335268 0.00221992
internal_count=3121 2620 2058 1724 1166 886
is_linear=0
shrinkage=0.00196078


Tree=9622
num_leaves=6
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split_feature=0 0 49 42 3
split_gain=8.84373e-06 1.59794e-05 3.07869e-05 2.98149e-05 9.29311e-06
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decision_type=2 2 2 2 2
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leaf_count=182 325 1239 269 997 109
internal_value=0 -0.00192192 0.00294848 -0.00778729 -0.0042419
internal_weight=0 0.00559373 0.00305608 0.00253766 0.00201959
internal_count=3121 2796 560 2236 378
is_linear=0
shrinkage=0.1


Tree=9623
num_leaves=6
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split_feature=3 0 0 43 4
split_gain=9.06471e-06 1.47787e-05 3.2613e-05 3.71102e-05 3.2145e-05
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decision_type=2 2 2 2 2
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leaf_weight=0.0015446749106018754 0.0010995427068154128 0.0010548292797172331 0.0014302244148192869 0.0010474142073941066 0.0010015307981314512
leaf_count=173 192 234 1647 585 290
internal_value=0 -0.00155632 -0.00508186 -0.0121917 0.00533976
internal_weight=0 0.00607867 0.00402231 0.00247764 0.00205636
internal_count=3121 2929 2405 2232 524
is_linear=0
shrinkage=0.1


Tree=9624
num_leaves=7
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split_feature=50 4 150 13 0 0
split_gain=2.24345e-05 2.30484e-05 1.79508e-05 2.35547e-05 5.0866e-05 2.12481e-05
threshold=0.079410000000000008 0.27834500000000006 0.086615000000000011 -0.10278499999999999 -0.10096999999999999 -0.019414999999999998
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=123 609 315 258 242 1378 196
internal_value=0 3.62738e-05 -1.43701e-05 3.74755e-05 0.000117192 -7.7673e-05
internal_weight=0 0.00670869 0.00561785 0.00460932 0.00348282 0.00207773
internal_count=3121 2512 2197 1939 1816 1574
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shrinkage=0.00196078


Tree=9625
num_leaves=6
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split_feature=15 4 12 1 43
split_gain=8.84166e-06 1.85519e-05 2.35273e-05 4.208e-05 9.54923e-06
threshold=-0.15914499999999995 0.098655000000000007 0.084100000000000022 0.094385000000000011 -0.074359999999999996
decision_type=2 2 2 2 2
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internal_weight=0 0.00608352 0.00473804 0.00269766 0.00204038
internal_count=3121 2770 2492 670 1822
is_linear=0
shrinkage=0.1


Tree=9626
num_leaves=5
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split_feature=0 0 42 3
split_gain=8.87271e-06 2.38552e-05 2.95105e-05 2.47783e-05
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decision_type=2 2 2 2
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leaf_weight=0.0018454767709345354 0.0011992273498279294 0.0010244709991206824 0.0012264362371668283 0.0018709822362322479
leaf_count=1511 204 324 818 264
internal_value=0 -0.0016175 0.00126096 -0.00317774
internal_weight=0 0.00596737 0.0049429 0.00371646
internal_count=3121 2917 2593 1775
is_linear=0
shrinkage=0.1


Tree=9627
num_leaves=6
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split_feature=51 52 12 1 0
split_gain=9.05506e-06 1.7268e-05 3.71521e-05 2.36299e-05 4.18769e-05
threshold=0.08955500000000001 0.10160000000000001 0.095110000000000014 0.10887500000000001 -0.10011499999999998
decision_type=2 2 2 2 2
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internal_weight=0 0.0061479 0.00510137 0.0039229 0.00285278
internal_count=3121 2712 2259 1795 1531
is_linear=0
shrinkage=0.1


Tree=9628
num_leaves=6
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split_feature=16 1 43 4 2
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decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
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leaf_count=1511 311 678 310 164 147
internal_value=0 -3.78378e-05 6.74042e-05 -4.26284e-05 9.24375e-05
internal_weight=0 0.00654409 0.00469961 0.00307382 0.00205659
internal_count=3121 2810 1299 621 311
is_linear=0
shrinkage=0.00196078


Tree=9629
num_leaves=6
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split_feature=52 52 160 16 3
split_gain=1.96563e-05 2.94746e-05 3.1966e-05 4.93089e-05 5.38245e-05
threshold=0.11434500000000002 0.070205000000000017 -0.027994999999999996 -0.25582999999999995 -0.074479999999999977
decision_type=2 2 2 2 2
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internal_weight=0 0.00658632 0.00553661 0.00443792 0.00277998
internal_count=3121 2620 2058 1589 1284
is_linear=0
shrinkage=0.00196078


Tree=9630
num_leaves=6
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split_feature=16 1 42 48 1
split_gain=1.65196e-05 3.60281e-05 3.46787e-05 2.3416e-05 8.10302e-06
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decision_type=2 2 2 2 2
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leaf_weight=0.0018332762997204377 0.0010464890397795168 0.0010790783495713803 0.0011158930610086033 0.0014300937451631988 0.0011286745947578459
leaf_count=1511 311 289 480 219 311
internal_value=0 -3.85582e-05 5.14956e-05 -4.12584e-05 8.53523e-05
internal_weight=0 0.00658702 0.00475374 0.00363785 0.00220775
internal_count=3121 2810 1299 819 600
is_linear=0
shrinkage=0.00196078


Tree=9631
num_leaves=7
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split_feature=484 49 52 15 15 3
split_gain=2.16412e-05 1.61091e-05 3.57069e-05 5.71756e-05 5.8431e-05 2.37211e-05
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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=0.00018131875387082834 0.00025971395110661074 -0.00041186144632220052 -0.00040216472230443013 0.0004783968965181366 0.00010940902747919296 -0.0002851564241684875
leaf_weight=0.0010097217249152354 0.001020797797901798 0.0010605975883368444 0.0011025746898101893 0.0011232635748351111 0.0013307916875589054 0.0010464553501417105
leaf_count=213 394 591 317 415 1088 103
internal_value=0 -4.68414e-05 -8.75178e-05 -1.27857e-05 0.000109859 -6.42772e-05
internal_weight=0 0.0066734 0.00566368 0.00460309 0.00350051 0.00237725
internal_count=3121 2727 2514 1923 1606 1191
is_linear=0
shrinkage=0.00196078


Tree=9632
num_leaves=6
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split_feature=52 0 4 15 1
split_gain=2.08945e-05 3.68818e-05 3.4529e-05 2.92742e-05 5.09795e-05
threshold=0.11434500000000002 -0.062294999999999996 -0.35136499999999998 -0.0063699999999999989 0.11181500000000001
decision_type=2 2 2 2 2
left_child=1 3 -3 4 -1
right_child=-2 2 -4 -5 -6
leaf_value=3.2733369077237291e-05 -0.00026988225245465022 -6.9307694576256772e-06 0.00048150965864428308 0.00014743578372955932 -0.00050100105372951958
leaf_weight=0.0016554033622735863 0.0010042782760666192 0.0011045976984228587 0.0011212986363834504 0.0015307764349007835 0.0011773691284279776
leaf_count=929 501 199 298 986 208
internal_value=0 3.3732e-05 0.000239122 -7.10397e-05 -0.0001891
internal_weight=0 0.00658945 0.0022259 0.00436355 0.00283277
internal_count=3121 2620 497 2123 1137
is_linear=0
shrinkage=0.00196078


Tree=9633
num_leaves=6
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split_feature=0 12 2 48 4
split_gain=9.82004e-06 2.21175e-05 3.03039e-05 2.66299e-05 2.10542e-05
threshold=-0.060129999999999996 0.090995000000000006 0.089885000000000007 0.084170000000000009 -0.35136499999999998
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -2
right_child=4 -3 3 -5 -6
leaf_value=-0.011668854130030167 -0.0046132625797431449 -0.015485046108284585 -0.0042816706430880798 0.016861332496063888 0.013886934515825769
leaf_weight=0.0012527987295054529 0.0011756072026437234 0.0010540899986834057 0.0010691455816643984 0.0013452780883663315 0.0012903577645225336
leaf_count=1149 227 813 388 198 346
internal_value=0 -0.00271872 0.000950781 0.00749887 0.00506728
internal_weight=0 0.00472131 0.00366722 0.00241442 0.00246596
internal_count=3121 2548 1735 586 573
is_linear=0
shrinkage=0.1


Tree=9634
num_leaves=6
num_cat=0
split_feature=0 15 16 4 0
split_gain=9.12782e-06 1.67945e-05 5.4484e-05 2.70717e-05 1.88002e-05
threshold=-1.0000000180025095e-35 -0.016799999999999995 -0.056919999999999991 -0.033174999999999989 -0.18113999999999997
decision_type=2 2 2 2 2
left_child=1 2 4 -3 -1
right_child=-2 3 -4 -5 -6
leaf_value=-0.0067174917377019186 0.0066294376476321781 -0.0061106467515252474 -0.024470438640672113 0.016781537047698521 0.010971019505137531
leaf_weight=0.0011776674316771878 0.0015948828447855329 0.0010450574498328952 0.001110857946487923 0.0010215502375992254 0.0012268182026120905
leaf_count=120 325 1101 685 322 568
internal_value=0 -0.00194869 -0.00615436 0.00520525 0.00230755
internal_weight=0 0.00558195 0.00351534 0.00206661 0.00240449
internal_count=3121 2796 1373 1423 688
is_linear=0
shrinkage=0.1


Tree=9635
num_leaves=4
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split_feature=4 4 12
split_gain=8.65099e-06 1.70437e-05 1.77176e-05
threshold=0.24564500000000003 -1.0000000180025095e-35 0.084100000000000022
decision_type=2 2 2
left_child=1 2 -1
right_child=-2 -3 -4
leaf_value=0.0096647987853127268 0.00610781999068061 -0.0094048696585541901 -0.0046732032669884729
leaf_weight=0.0016637877386323329 0.0017351818832716985 0.0019778218873865109 0.0017880460343203764
leaf_count=529 426 601 1565
internal_value=0 -0.00200324 0.00223773
internal_weight=0 0.00542966 0.00345183
internal_count=3121 2695 2094
is_linear=0
shrinkage=0.1


Tree=9636
num_leaves=6
num_cat=0
split_feature=42 49 1 4 13
split_gain=8.73084e-06 2.58961e-05 1.81029e-05 3.84703e-05 1.08352e-05
threshold=0.091735000000000025 -0.00064499999999999985 0.111945 -0.0016099999999999997 -0.017449999999999997
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.0090064139076097924 -0.008481987734589266 0.0029169511119779812 0.01652425272315123 -0.012939984914853236 0.017186096597039884
leaf_weight=0.001717103858684922 0.0010450604684497638 0.0011177539698095694 0.0011088284625357706 0.0011562167837525904 0.0010157495150277742
leaf_count=571 667 570 234 393 686
internal_value=0 0.00140842 0.00547415 0.00174962 0.00971041
internal_weight=0 0.00611565 0.00439855 0.00328972 0.0021335
internal_count=3121 2454 1883 1649 1256
is_linear=0
shrinkage=0.1


Tree=9637
num_leaves=6
num_cat=0
split_feature=13 3 4 12 43
split_gain=1.91876e-05 3.56097e-05 4.08131e-05 4.13126e-05 2.83472e-05
threshold=-0.23438999999999996 0.10893000000000001 0.053180000000000012 0.087005000000000013 -0.0030899999999999994
decision_type=2 2 2 2 2
left_child=-1 2 4 -4 -2
right_child=1 -3 3 -5 -6
leaf_value=0.00025068770412428718 5.147443825025434e-05 -0.00034790423416300025 0.00051854596782144866 -2.2963762993433429e-05 -0.00030739172849236182
leaf_weight=0.0010143872042392924 0.0019258556910402716 0.0011808196451738523 0.0010428186870484754 0.0011271095842866627 0.0015096182454329837
leaf_count=169 1556 111 274 302 709
internal_value=0 -3.84392e-05 2.67519e-05 0.000237274 -0.000106219
internal_weight=0 0.00678622 0.0056054 0.00216993 0.00343547
internal_count=3121 2952 2841 576 2265
is_linear=0
shrinkage=0.00196078


Tree=9638
num_leaves=6
num_cat=0
split_feature=13 3 4 43 1
split_gain=8.27509e-06 2.06742e-05 3.47961e-05 1.91085e-05 1.43658e-05
threshold=-0.084034999999999985 0.10893000000000001 0.053180000000000012 -0.084999999999999978 0.083345000000000016
decision_type=2 2 2 2 2
left_child=4 2 3 -2 -1
right_child=1 -3 -4 -5 -6
leaf_value=-0.0034161926973521116 0.0033450313029007995 -0.014557619456384409 0.014403426515518201 -0.014134371041271923 0.012489139930720617
leaf_weight=0.0010799594373091706 0.0011996610043195554 0.0010806953810830553 0.0012982150595811817 0.0013065891797214356 0.0011975618676906398
leaf_count=561 448 108 401 1242 361
internal_value=0 -0.00235172 0.00111549 -0.00576755 0.00494712
internal_weight=0 0.00488516 0.00380447 0.00250625 0.00227752
internal_count=3121 2199 2091 1690 922
is_linear=0
shrinkage=0.1


Tree=9639
num_leaves=6
num_cat=0
split_feature=42 43 15 1 3
split_gain=8.48932e-06 2.44544e-05 1.96144e-05 4.31728e-05 3.57259e-05
threshold=0.091735000000000025 0.05259500000000001 -0.10324499999999999 0.10587000000000001 -0.026224999999999995
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=0.0089171338833926098 -0.0083599424554482854 0.015675579187556039 0.013884127195012428 -0.021079723732048975 -0.0096264071023182893
leaf_weight=0.0013527530689568588 0.0010443213634655094 0.0010025419024229983 0.0012875623261083143 0.0011684498000570178 0.0012978180297798041
leaf_count=344 667 288 1329 251 242
internal_value=0 0.00139641 -0.00140692 -0.00512736 0.00208223
internal_weight=0 0.00610913 0.00510658 0.00375383 0.00258538
internal_count=3121 2454 2166 1822 1571
is_linear=0
shrinkage=0.1


Tree=9640
num_leaves=6
num_cat=0
split_feature=52 12 13 12 2
split_gain=2.78842e-05 3.5939e-05 5.45911e-05 4.69385e-05 3.54399e-05
threshold=0.11434500000000002 0.097825000000000009 -0.094514999999999988 0.051320000000000005 0.10097500000000002
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=0.00030168835223766529 -0.00030551813593451214 0.0003156372098760547 0.00016205432878196521 -0.00051172325168371332 -0.0002538615167566985
leaf_weight=0.001407393940153664 0.0010400170602857884 0.0014322387013604426 0.0017297639505541569 0.0010149280944692675 0.0014462087285876024
leaf_count=271 501 409 311 1365 264
internal_value=0 3.8472e-05 -3.24365e-05 -0.000144643 -2.73368e-05
internal_weight=0 0.00703053 0.00559829 0.0041909 0.00317597
internal_count=3121 2620 2211 1940 575
is_linear=0
shrinkage=0.00196078


Tree=9641
num_leaves=7
num_cat=0
split_feature=16 4 47 2 16 16
split_gain=1.58782e-05 4.86489e-05 3.26985e-05 3.04628e-05 5.90319e-05 1.07831e-05
threshold=0.38525000000000004 -0.27825499999999997 0.092530000000000015 0.084245000000000014 -0.008904999999999998 -0.23935499999999996
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=-0.00043560723691286993 0.00022321781079209018 0.00034676069900262444 -0.00028139373490180776 -5.5549739279043554e-05 0.00038209153893271761 -0.00034271788332390033
leaf_weight=0.0010128143618579489 0.0010112694487319357 0.0013856687889054371 0.0010340436547331645 0.001008642506504797 0.0010112611198833904 0.0010022745510529824
leaf_count=155 311 725 243 272 429 986
internal_value=0 -4.10244e-05 3.24132e-05 0.00010603 -4.34552e-06 -0.000198679
internal_weight=0 0.0064547 0.00544189 0.00440785 0.00302218 0.00201092
internal_count=3121 2810 2655 2412 1687 1258
is_linear=0
shrinkage=0.00196078


Tree=9642
num_leaves=5
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split_feature=49 2 3 15
split_gain=9.16635e-06 1.41237e-05 2.93065e-05 1.13778e-05
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decision_type=2 2 2 2
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right_child=1 -3 3 -5
leaf_value=0.0064749458795823715 -0.010319598715257479 -0.011482088848915118 0.00036967983420655532 0.013265168687228768
leaf_weight=0.001661539386731874 0.0015418110573297492 0.0012220089547822959 0.001347379099255753 0.001390084847065421
leaf_count=425 1466 404 461 365
internal_value=0 -0.00200031 0.000707348 0.00691801
internal_weight=0 0.00550128 0.00427928 0.00273746
internal_count=3121 2696 2292 826
is_linear=0
shrinkage=0.1


Tree=9643
num_leaves=6
num_cat=0
split_feature=484 48 0 3 1
split_gain=1.33297e-05 1.64374e-05 7.57532e-05 2.94999e-05 4.36284e-05
threshold=0.064170000000000019 0.083985000000000018 -0.18113999999999997 -0.015584999999999998 0.08844500000000001
decision_type=2 2 2 2 2
left_child=1 3 -3 4 -1
right_child=-2 2 -4 -5 -6
leaf_value=-0.00023263929922064658 0.00020942785339433156 -0.00024798836479064809 0.00048175714905508905 -0.00028454957466287695 0.00029489681556970704
leaf_weight=0.0011621195893011635 0.0010023441503055194 0.0011305108928510101 0.0010594461275740207 0.0019228721515856906 0.001252167956305201
leaf_count=1272 406 81 455 356 551
internal_value=0 -3.34305e-05 0.000105044 -0.00010335 4.09668e-05
internal_weight=0 0.00652712 0.00218996 0.00433716 0.00241429
internal_count=3121 2715 536 2179 1823
is_linear=0
shrinkage=0.00196078


Tree=9644
num_leaves=6
num_cat=0
split_feature=484 48 0 2 16
split_gain=2.83107e-05 2.89214e-05 7.17347e-05 4.38516e-05 8.45708e-05
threshold=0.073690000000000019 0.083985000000000018 -0.18113999999999997 0.10912000000000001 -0.056919999999999991
decision_type=2 2 2 2 2
left_child=1 3 -3 4 -1
right_child=-2 2 -4 -5 -6
leaf_value=5.562942710881381e-05 0.00028997832952804968 -0.00020474424914886761 0.00047756693285890933 0.00020624553534490586 -0.00054707085972269937
leaf_weight=0.001779698737453095 0.0010607929760869869 0.001235775949951598 0.0011379079117227091 0.0010616734844769663 0.0018008740083288617
leaf_count=1099 394 81 455 372 720
internal_value=0 -5.37103e-05 0.000122345 -0.000143731 -0.000247503
internal_weight=0 0.00701593 0.00237368 0.00464225 0.00358057
internal_count=3121 2727 536 2191 1819
is_linear=0
shrinkage=0.00196078


Tree=9645
num_leaves=6
num_cat=0
split_feature=4 42 15 43 1
split_gain=8.55875e-06 1.46961e-05 2.39932e-05 2.34601e-05 2.88291e-05
threshold=0.27834500000000006 0.088915000000000008 0.024640000000000006 -1.0000000180025095e-35 0.086560000000000012
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.0066244999834712886 0.0076633107362067583 -0.011910906064684951 -0.012284731810782691 0.022887529617108417 0.001158453083397246
leaf_weight=0.0012506970032586163 0.0012014572015499672 0.0011202765936127665 0.0010882938313522546 0.0010399812632538898 0.0014788362174925161
leaf_count=763 340 786 770 182 280
internal_value=0 -0.00158619 0.000794828 0.00457102 0.0101301
internal_weight=0 0.00597808 0.00485781 0.00376951 0.00251882
internal_count=3121 2781 1995 1225 462
is_linear=0
shrinkage=0.1


Tree=9646
num_leaves=6
num_cat=0
split_feature=16 52 12 13 16
split_gain=1.94181e-05 5.05339e-05 3.51416e-05 3.38249e-05 3.86645e-05
threshold=0.38525000000000004 0.10160000000000001 0.095110000000000014 -0.094514999999999988 -0.073849999999999985
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.00025596121249810865 0.00024845007897007532 -0.00042657392164984875 0.00035434710702678964 -0.00036970658342597206 5.5722750134874389e-05
leaf_weight=0.0011019744473186716 0.0010329638885240768 0.0010888200288432081 0.0010718019684950071 0.0015259986192476943 0.0017786274043637459
leaf_count=245 311 591 370 802 802
internal_value=0 -4.07587e-05 3.59212e-05 -4.15284e-05 -0.000140731
internal_weight=0 0.00656722 0.0054784 0.0044066 0.00330463
internal_count=3121 2810 2219 1849 1604
is_linear=0
shrinkage=0.00196078


Tree=9647
num_leaves=6
num_cat=0
split_feature=52 0 4 15 1
split_gain=3.09049e-05 3.34009e-05 3.78991e-05 2.80178e-05 3.69027e-05
threshold=0.11434500000000002 -0.077999999999999986 -0.35136499999999998 -0.11713499999999999 0.094090000000000021
decision_type=2 2 2 2 2
left_child=1 3 -3 -1 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.00033163546428387121 -0.00031916949694868826 -6.1070070907366455e-05 0.00040317624281626313 -0.00015577056381646181 0.00028162988831404611
leaf_weight=0.0011248184599362697 0.001035473347085143 0.0011570160515495934 0.0016264284680838638 0.0017394557368575233 0.0012926982976845776
leaf_count=279 501 202 681 1246 212
internal_value=0 4.39678e-05 0.000210199 -6.73382e-05 3.07064e-05
internal_weight=0 0.00694042 0.00278344 0.00415697 0.00303215
internal_count=3121 2620 883 1737 1458
is_linear=0
shrinkage=0.00196078


Tree=9648
num_leaves=6
num_cat=0
split_feature=49 13 3 4 12
split_gain=8.40262e-06 1.42088e-05 4.12463e-05 3.68179e-05 1.8622e-05
threshold=-0.043469999999999995 -0.13710499999999998 0.095270000000000007 0.053180000000000012 0.081420000000000006
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
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leaf_value=0.006181670190770483 -0.012081543363178902 0.0082089261657621471 -0.01579976859172413 0.020565431984418441 -0.010555947974266209
leaf_weight=0.001668807088901064 0.0011008299029195024 0.0010161318277783272 0.0011371713913423012 0.0011663683678689932 0.0011028219959401475
leaf_count=425 200 193 142 429 1732
internal_value=0 -0.00191549 0.000615002 0.00629676 -0.00155736
internal_weight=0 0.00552332 0.00442249 0.00328532 0.00211895
internal_count=3121 2696 2496 2354 1925
is_linear=0
shrinkage=0.1


Tree=9649
num_leaves=6
num_cat=0
split_feature=52 13 2 48 0
split_gain=2.28158e-05 3.36212e-05 3.27394e-05 8.46805e-05 3.45161e-05
threshold=0.11434500000000002 -0.094514999999999988 0.11215000000000001 0.083985000000000018 -0.077999999999999986
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.00026455409061002004 -0.00027629253570910119 -0.00038076555092376963 -0.00035633104981158974 0.00050922186670119835 5.3869867759831265e-05
leaf_weight=0.0018378954032841014 0.0010207265746967524 0.0012695827641067497 0.0010340252885854984 0.0010594479109244164 0.0015726308511952642
leaf_count=318 501 1153 313 328 508
internal_value=0 3.81726e-05 -4.61247e-05 3.60867e-05 -0.000140277
internal_weight=0 0.00677358 0.00493569 0.00390166 0.00284221
internal_count=3121 2620 2302 1989 1661
is_linear=0
shrinkage=0.00196078


Tree=9650
num_leaves=7
num_cat=0
split_feature=484 49 52 15 15 0
split_gain=3.10619e-05 2.3478e-05 3.92248e-05 5.92182e-05 7.24983e-05 2.75154e-05
threshold=0.073690000000000019 -0.081404999999999991 -0.07167999999999998 -0.11713499999999999 -0.031204999999999997 -0.077639999999999987
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=0.00022090380620392783 0.00031372511122701842 -0.00043633235675566987 -0.00041184857417618753 0.00051261239638674501 0.00015689976318172751 -0.00026846148064451703
leaf_weight=0.0010374074663169336 0.0010375980601698351 0.0010799423066188358 0.0011321001050791737 0.0011316186400566778 0.0010094629759021111 0.001389461194401233
leaf_count=213 394 591 317 415 818 373
internal_value=0 -5.0568e-05 -9.96099e-05 -2.16196e-05 0.000103511 -8.94702e-05
internal_weight=0 0.00677999 0.00574259 0.00466264 0.00353054 0.00239892
internal_count=3121 2727 2514 1923 1606 1191
is_linear=0
shrinkage=0.00196078


Tree=9651
num_leaves=6
num_cat=0
split_feature=52 0 4 0 15
split_gain=1.77229e-05 2.88586e-05 3.66549e-05 2.84769e-05 4.40233e-05
threshold=0.11434500000000002 -0.077999999999999986 -0.35136499999999998 -0.10607499999999999 -0.092489999999999989
decision_type=2 2 2 2 2
left_child=1 3 -3 4 -1
right_child=-2 2 -4 -5 -6
leaf_value=-0.00017882898148743615 -0.00024795891659711499 -8.1211129183104459e-05 0.00038625245195409168 -0.00035154577765036357 0.00031007118670599364
leaf_weight=0.0016941256176212999 0.0010029151951120212 0.001110728472404975 0.0015377399494138993 0.0010470332699877771 0.0012166468833069424
leaf_count=228 501 202 681 1269 240
internal_value=0 3.1782e-05 0.000190205 -7.4231e-05 2.55219e-05
internal_weight=0 0.00660627 0.00264847 0.00395781 0.00291077
internal_count=3121 2620 883 1737 468
is_linear=0
shrinkage=0.00196078


Tree=9652
num_leaves=6
num_cat=0
split_feature=1 15 0 16 16
split_gain=8.6362e-06 2.01735e-05 3.8764e-05 4.03838e-05 1.91979e-05
threshold=0.10937500000000001 1.0000000180025095e-35 -0.11437499999999999 0.062650000000000025 -0.071854999999999988
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -2
right_child=4 -3 3 -5 -6
leaf_value=0.015339245654433804 0.013785887013733992 -0.013153471372631259 -0.021330832147944085 0.0056711169891223686 -0.0041041332487140886
leaf_weight=0.0012781673571076006 0.0012023202508947412 0.0012951039826178991 0.0010077583613153846 0.0012298010979186066 0.0011970377219767327
leaf_count=236 305 1153 789 395 243
internal_value=0 -0.00248418 0.00144611 -0.0064901 0.00486057
internal_weight=0 0.00481083 0.00351573 0.00223756 0.00239936
internal_count=3121 2573 1420 1184 548
is_linear=0
shrinkage=0.1


Tree=9653
num_leaves=5
num_cat=0
split_feature=43 3 4 15
split_gain=7.86699e-06 3.16084e-05 2.04908e-05 3.0405e-05
threshold=-0.04890499999999999 -0.077774999999999983 -0.059649999999999988 -0.095869999999999983
decision_type=2 2 2 2
left_child=1 -1 -2 -4
right_child=2 -3 3 -5
leaf_value=-0.0045805854737191037 -0.012367398217270465 0.017882561000126591 -0.0074489694120983777 0.012271462532526268
leaf_weight=0.0015777256068648837 0.0014490875728594031 0.001038888713914611 0.0016293263073366207 0.0015030793617130677
leaf_count=960 890 495 371 405
internal_value=0 0.00433808 -0.00253482 0.00201385
internal_weight=0 0.00261661 0.00458149 0.00313241
internal_count=3121 1455 1666 776
is_linear=0
shrinkage=0.1


Tree=9654
num_leaves=7
num_cat=0
split_feature=484 49 52 15 15 3
split_gain=2.74464e-05 1.73582e-05 2.69225e-05 5.35167e-05 5.63907e-05 3.13208e-05
threshold=0.073690000000000019 -0.081404999999999991 -0.07167999999999998 -0.11713499999999999 -0.031204999999999997 -0.020429999999999997
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=0.00018502884528008248 0.00029264967388973663 -0.0003736632408447313 -0.00040236182419527231 0.00045224419566065714 0.00011908154551351501 -0.00033399322560713718
leaf_weight=0.0010168289872688968 0.0010312739182756266 0.0010681801567927092 0.0011154624819006377 0.0011261150807787626 0.0013330996437637365 0.0010475982447325342
leaf_count=213 394 591 317 415 1088 103
internal_value=0 -5.09417e-05 -9.31074e-05 -2.82726e-05 9.07194e-05 -8.02887e-05
internal_weight=0 0.00670728 0.00569046 0.00462228 0.00350681 0.0023807
internal_count=3121 2727 2514 1923 1606 1191
is_linear=0
shrinkage=0.00196078


Tree=9655
num_leaves=6
num_cat=0
split_feature=484 0 16 49 52
split_gain=2.54808e-05 2.06683e-05 4.32017e-05 3.6463e-05 3.49248e-05
threshold=0.073690000000000019 -0.11756999999999999 -0.056919999999999991 -0.026779999999999995 0.091275000000000009
decision_type=2 2 2 2 2
left_child=1 3 -3 -1 -4
right_child=-2 2 4 -5 -6
leaf_value=8.7175929710646771e-05 0.00028317583192380132 0.00025814240814024984 -0.00035965566703103567 -0.00039671487220834651 0.00011255228281925324
leaf_weight=0.0010362256809787226 0.0010229426758566499 0.0018585190048921382 0.0012908493762358638 0.0014180103271078863 0.0011287336164730426
leaf_count=153 394 1247 852 264 211
internal_value=0 -4.8968e-05 3.33192e-05 -0.000192407 -0.000139371
internal_weight=0 0.00673234 0.0042781 0.00245424 0.00241958
internal_count=3121 2727 2310 417 1063
is_linear=0
shrinkage=0.00196078


Tree=9656
num_leaves=7
num_cat=0
split_feature=484 49 52 15 15 3
split_gain=2.16871e-05 2.23996e-05 3.08719e-05 5.27437e-05 7.43114e-05 3.37675e-05
threshold=0.073690000000000019 -0.081404999999999991 -0.07167999999999998 -0.11713499999999999 -0.031204999999999997 -0.078724999999999976
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=0.00022291618953139641 0.00026291870853038817 -0.00039317804638800807 -0.0003952394028402042 0.00050955528672349973 0.00016196265089534381 -0.00030852629442122345
leaf_weight=0.0010192120528290686 0.0010138428949144629 0.0010680244917631154 0.0011126985858255782 0.0011268285659603336 0.001046780962197796 0.0013337703483793295
leaf_count=213 394 591 317 415 837 354
internal_value=0 -4.47705e-05 -9.27354e-05 -2.3282e-05 9.47196e-05 -0.000101642
internal_weight=0 0.00670732 0.0056881 0.00462008 0.00350738 0.00238055
internal_count=3121 2727 2514 1923 1606 1191
is_linear=0
shrinkage=0.00196078


Tree=9657
num_leaves=6
num_cat=0
split_feature=42 160 43 16 48
split_gain=8.51678e-06 1.82038e-05 2.13206e-05 2.71809e-05 3.40632e-05
threshold=-0.025789999999999997 -1.0000000180025095e-35 -0.074359999999999996 -0.056919999999999991 0.086125000000000021
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0080724088515957918 -0.0084926338855325547 0.015734397277124942 0.018701409669924673 -0.011918879306971547 -0.0057933442152119079
leaf_weight=0.001116762315360913 0.0014197995474850367 0.0012307019559785865 0.0011679788528064826 0.0011786323019011501 0.0011046908346586141
leaf_count=712 837 494 607 339 132
internal_value=0 0.00142606 0.00443387 0.000404201 0.00679509
internal_weight=0 0.0061018 0.004682 0.0034513 0.00227267
internal_count=3121 2409 1572 1078 739
is_linear=0
shrinkage=0.1


Tree=9658
num_leaves=7
num_cat=0
split_feature=484 49 52 15 15 3
split_gain=2.07769e-05 1.82514e-05 2.8797e-05 5.78545e-05 5.44156e-05 2.82736e-05
threshold=0.073690000000000019 -0.081404999999999991 -0.07167999999999998 -0.11713499999999999 -0.031204999999999997 -0.020429999999999997
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=0.00019752334122394541 0.00025596422731440218 -0.00037710557262516764 -0.00040735920264177271 0.00046219022782871864 0.00012644490530490106 -0.00030313123458525557
leaf_weight=0.0010201897140834394 0.0010229548683124727 0.0010702571830293597 0.0011235702693230079 0.0011125857787579441 0.0013374428754020081 0.00105272044892074
leaf_count=213 394 591 317 415 1088 103
internal_value=0 -4.40031e-05 -8.72577e-05 -2.0204e-05 0.000103983 -6.27571e-05
internal_weight=0 0.00671677 0.00569658 0.00462632 0.00350275 0.00239016
internal_count=3121 2727 2514 1923 1606 1191
is_linear=0
shrinkage=0.00196078


Tree=9659
num_leaves=6
num_cat=0
split_feature=42 49 1 4 0
split_gain=9.48943e-06 2.39798e-05 1.97914e-05 3.80567e-05 1.22979e-05
threshold=0.091735000000000025 -0.00064499999999999985 0.111945 -0.0016099999999999997 -0.036484999999999997
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.0085268269667735895 -0.0088136594032325859 0.017410863271252502 0.016867138840579238 -0.013153884100664684 0.0022817013171978658
leaf_weight=0.0017304150884407954 0.0010532800309686159 0.0010044494086737786 0.0011168833272524612 0.0011575121255959836 0.0011551895464320529
leaf_count=571 667 1065 234 393 191
internal_value=0 0.00145707 0.00535336 0.00147667 0.00931828
internal_weight=0 0.00616445 0.00443403 0.00331715 0.00215964
internal_count=3121 2454 1883 1649 1256
is_linear=0
shrinkage=0.1


Tree=9660
num_leaves=6
num_cat=0
split_feature=484 48 0 3 1
split_gain=1.60652e-05 1.63189e-05 8.67643e-05 3.15809e-05 3.98704e-05
threshold=0.064170000000000019 0.083985000000000018 -0.18113999999999997 -0.015584999999999998 0.08844500000000001
decision_type=2 2 2 2 2
left_child=1 3 -3 4 -1
right_child=-2 2 -4 -5 -6
leaf_value=-0.00022092762437560866 0.0002257778071074478 -0.00027609472736170657 0.0005025673688411102 -0.00029631690443753005 0.00028192701737988921
leaf_weight=0.0011708871897524536 0.0010080192484314245 0.0011468816879889529 0.0010574545008154674 0.0019361964395247628 0.0012570229245252055
leaf_count=1272 406 81 455 356 551
internal_value=0 -4.00744e-05 9.74416e-05 -0.000109535 3.94197e-05
internal_weight=0 0.00656844 0.00220434 0.00436411 0.00242791
internal_count=3121 2715 536 2179 1823
is_linear=0
shrinkage=0.00196078


Tree=9661
num_leaves=5
num_cat=0
split_feature=42 49 0 16
split_gain=8.17991e-06 1.608e-05 2.70257e-05 1.82073e-05
threshold=-0.025789999999999997 -0.043469999999999995 -0.10474999999999998 0.16703000000000004
decision_type=2 2 2 2
left_child=-1 -2 -3 -4
right_child=1 2 3 -5
leaf_value=-0.0079152551362199879 0.010322670646415538 -0.010552522694214592 0.011624835394349766 -0.0053678188159057968
leaf_weight=0.001115242414518239 0.001517075736922475 0.0019313709949504688 0.0016173735904607832 0.0010334681324348184
leaf_count=712 383 332 1353 341
internal_value=0 0.00139913 -0.00155528 0.00500001
internal_weight=0 0.00609929 0.00458221 0.00265084
internal_count=3121 2409 2026 1694
is_linear=0
shrinkage=0.1


Tree=9662
num_leaves=6
num_cat=0
split_feature=4 42 4 13 52
split_gain=9.09928e-06 1.63667e-05 2.41142e-05 3.69445e-05 2.33434e-05
threshold=0.27834500000000006 0.088915000000000008 0.055260000000000011 -0.0034749999999999994 -0.0064899999999999992
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.015567808338932905 0.0078934368217301303 -0.01251233437442628 -0.012636115489222373 -0.014783714933569723 0.00608151553862794
leaf_weight=0.0016950655507856067 0.0012050525547022449 0.0011231442811481251 0.0010393637646520489 0.0010555490421986871 0.0010897546188863138
leaf_count=1071 340 786 231 347 346
internal_value=0 -0.00162852 0.000876556 0.00453365 -0.00418476
internal_weight=0 0.00600288 0.00487973 0.00384037 0.0021453
internal_count=3121 2781 1995 1764 693
is_linear=0
shrinkage=0.1


Tree=9663
num_leaves=6
num_cat=0
split_feature=1 15 0 16 0
split_gain=8.9141e-06 2.15211e-05 3.60608e-05 3.61408e-05 1.91378e-05
threshold=0.10937500000000001 1.0000000180025095e-35 -0.11437499999999999 0.062650000000000025 -0.11437499999999999
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -2
right_child=4 -3 3 -5 -6
leaf_value=0.014939255333959685 -0.0035829164216392914 -0.013556259205091375 -0.020232876400761809 0.0053435209585144996 0.014316571343415938
leaf_weight=0.0012778835342589267 0.0012528206230449511 0.0012913612912315228 0.0010014753094102621 0.0012323139207745214 0.0011416377231462335
leaf_count=236 165 1153 789 395 383
internal_value=0 -0.00251783 0.00154137 -0.00612315 0.00495126
internal_weight=0 0.00480303 0.00351167 0.00223379 0.00239446
internal_count=3121 2573 1420 1184 548
is_linear=0
shrinkage=0.1


Tree=9664
num_leaves=5
num_cat=0
split_feature=13 16 52 12
split_gain=7.86847e-06 3.19149e-05 3.17055e-05 3.53576e-05
threshold=0.11217000000000001 0.071345000000000006 -0.049749999999999996 0.084100000000000022
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=0.01582263068755883 0.0073863076070947711 -0.014888892069095667 0.0058331518490548967 -0.015139523337879369
leaf_weight=0.0012844019648138943 0.0011930658023551876 0.0013736060461373312 0.0019830008060029783 0.0013518486396195887
leaf_count=451 217 517 554 1382
internal_value=0 -0.00150647 0.002473 -0.00266855
internal_weight=0 0.00599286 0.00461925 0.00333485
internal_count=3121 2904 2387 1936
is_linear=0
shrinkage=0.1


Tree=9665
num_leaves=6
num_cat=0
split_feature=0 15 16 4 2
split_gain=8.06704e-06 1.74111e-05 4.57631e-05 2.61666e-05 1.87804e-05
threshold=-1.0000000180025095e-35 -0.016799999999999995 -0.056919999999999991 -0.033174999999999989 0.10444500000000002
decision_type=2 2 2 2 2
left_child=1 2 4 -3 -1
right_child=-2 3 -4 -5 -6
leaf_value=-0.0072622262553461705 0.00623351459643168 -0.0056164866111210717 -0.022933637669186185 0.016893094788702333 0.010418380487080305
leaf_weight=0.0011932732925172315 0.0015993492479135438 0.0010494813315372262 0.0011069715291534402 0.00101676228202456 0.001209934974460154
leaf_count=414 325 1101 685 322 274
internal_value=0 -0.0018229 -0.00610998 0.00546008 0.00163937
internal_weight=0 0.00557642 0.00351018 0.00206624 0.00240321
internal_count=3121 2796 1373 1423 688
is_linear=0
shrinkage=0.1


Tree=9666
num_leaves=6
num_cat=0
split_feature=0 1 16 4 48
split_gain=7.97105e-06 2.2795e-05 2.71923e-05 1.63763e-05 1.57157e-05
threshold=-0.14920999999999998 0.11588000000000001 -0.088394999999999987 -0.076779999999999987 0.086035000000000014
decision_type=2 2 2 2 2
left_child=4 2 -2 -4 -1
right_child=1 -3 3 -5 -6
leaf_value=0.0037885145583904847 -0.015727968338343286 0.014310247143345285 0.0093197762989372553 -0.0062819846718968619 -0.013428877805376192
leaf_weight=0.0010196370314569042 0.0010045106504536637 0.0011790411859324838 0.0017730649363254781 0.0010841368917643584 0.0011043434975077145
leaf_count=194 570 368 784 1113 92
internal_value=0 0.00214006 -0.00157569 0.00339984 -0.00516351
internal_weight=0 0.00504075 0.00386171 0.0028572 0.00212398
internal_count=3121 2835 2467 1897 286
is_linear=0
shrinkage=0.1


Tree=9667
num_leaves=6
num_cat=0
split_feature=15 4 2 15 0
split_gain=7.41251e-06 2.06533e-05 2.88736e-05 3.92652e-05 3.19263e-05
threshold=-0.15914499999999995 0.098655000000000007 0.10981000000000002 -0.028889999999999996 -0.026509999999999995
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
right_child=1 -3 -4 4 -6
leaf_value=0.0075703889005693976 0.011837225193248931 -0.012356299937020407 0.015958868396645159 0.00044758024924102614 -0.022769439906180342
leaf_weight=0.0010898573988489231 0.0012440319627389264 0.0013378758461790622 0.0010941127796943182 0.001307534488015019 0.0010827673305657381
leaf_count=351 672 278 341 1292 187
internal_value=0 -0.00138688 0.00171682 -0.00257073 -0.0100693
internal_weight=0 0.00606632 0.00472845 0.00363433 0.0023903
internal_count=3121 2770 2492 2151 1479
is_linear=0
shrinkage=0.1


Tree=9668
num_leaves=6
num_cat=0
split_feature=51 4 42 2 0
split_gain=8.66258e-06 1.64724e-05 2.95036e-05 2.30438e-05 5.27788e-05
threshold=0.08955500000000001 0.27834500000000006 0.086325000000000013 0.084245000000000014 0.024095000000000002
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.013342657722793897 -0.0086177490393066058 0.012789841649327047 -0.014447096777814401 -0.015234858316301792 0.014712559198496645
leaf_weight=0.0014414283192441127 0.0010069387457436766 0.001050472479553418 0.0012304877423070732 0.0013987813082380124 0.0010159004749565326
leaf_count=417 409 321 890 944 140
internal_value=0 0.00138945 -0.000964934 0.00333723 -0.00263544
internal_weight=0 0.00613707 0.0050866 0.00385611 0.00241468
internal_count=3121 2712 2391 1501 1084
is_linear=0
shrinkage=0.1


Tree=9669
num_leaves=6
num_cat=0
split_feature=13 3 1 52 1
split_gain=7.72236e-06 1.80786e-05 3.26802e-05 2.28113e-05 1.51655e-05
threshold=-0.084034999999999985 0.10893000000000001 0.102705 -0.0064899999999999992 0.08844500000000001
decision_type=2 2 2 2 2
left_child=4 2 3 -2 -1
right_child=1 -3 -4 -5 -6
leaf_value=-0.0030420861279672087 -0.016886322119920388 -0.013705966012697329 0.013898912096802088 0.0024707438550027661 0.01332430224161953
leaf_weight=0.0011817925258592306 0.0010532963710922294 0.0010758828638893526 0.0012911544116255289 0.0014426115154541706 0.0010868780451265857
leaf_count=610 579 108 426 1086 312
internal_value=0 -0.0022666 0.000983259 -0.00569812 0.00479875
internal_weight=0 0.00486295 0.00378706 0.00249591 0.00226867
internal_count=3121 2199 2091 1665 922
is_linear=0
shrinkage=0.1


Tree=9670
num_leaves=6
num_cat=0
split_feature=16 4 47 0 1
split_gain=1.26501e-05 4.12633e-05 3.34164e-05 2.50142e-05 4.28226e-05
threshold=0.38525000000000004 -0.27825499999999997 0.092530000000000015 -0.14920999999999998 0.095285000000000022
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.00039637624992708357 0.0002002246669510344 -8.5655546056764685e-05 -0.00028461360684013605 3.4150443394557659e-05 0.00053953971935823575
leaf_weight=0.0010293825164015983 0.0010039868729442734 0.0016434674640279381 0.0010399394170841928 0.0017567232168971547 0.0010181824345623296
leaf_count=155 311 232 243 1717 463
internal_value=0 -3.62892e-05 3.16196e-05 0.00010605 0.00021959
internal_weight=0 0.0064877 0.00545831 0.00441837 0.00277491
internal_count=3121 2810 2655 2412 2180
is_linear=0
shrinkage=0.00196078


Tree=9671
num_leaves=6
num_cat=0
split_feature=50 51 49 16 3
split_gain=2.0016e-05 2.29913e-05 2.13387e-05 3.93282e-05 5.20759e-05
threshold=0.079410000000000008 -0.076794999999999988 -0.026779999999999995 0.0047850000000000011 -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=-0.00020628106128774067 -0.00026252302106012139 0.00028427350347981565 -0.00043876506440958084 0.00026207007861763821 0.00014926932719417843
leaf_weight=0.0012337614560430608 0.0010021070762692022 0.001552826473501362 0.0011705495441938012 0.0014709801301780174 0.0011457801385293821
leaf_count=497 609 355 1170 333 157
internal_value=0 3.49654e-05 9.0702e-05 1.13361e-05 -0.000147892
internal_weight=0 0.0065739 0.00534014 0.00378731 0.00231633
internal_count=3121 2512 2015 1660 1327
is_linear=0
shrinkage=0.00196078


Tree=9672
num_leaves=5
num_cat=0
split_feature=457 13 2 43
split_gain=9.30272e-06 1.88763e-05 3.4436e-05 3.05651e-05
threshold=0.069910000000000014 -0.0030199999999999997 0.10584500000000001 -0.063379999999999978
decision_type=2 2 2 2
left_child=1 3 -3 -1
right_child=-2 2 -4 -5
leaf_value=0.016871893668774101 0.0087763454749214057 -0.015791553454887731 0.0051280453150150092 -0.0040707651897438279
leaf_weight=0.0011648583180335411 0.0010280150440567315 0.0018284407233353053 0.0013813403708406427 0.0017346722733285532
leaf_count=926 267 559 289 1080
internal_value=0 -0.00150564 -0.00678873 0.00434275
internal_weight=0 0.00610931 0.00320978 0.00289953
internal_count=3121 2854 848 2006
is_linear=0
shrinkage=0.1


Tree=9673
num_leaves=5
num_cat=0
split_feature=15 3 13 0
split_gain=8.06423e-06 1.90702e-05 3.1026e-05 2.73683e-05
threshold=-0.11713499999999999 -0.086554999999999979 -0.094514999999999988 -0.082974999999999979
decision_type=2 2 2 2
left_child=-1 -2 -3 -4
right_child=1 2 3 -5
leaf_value=-0.006812644233363265 0.010767454785319467 0.012190767466459673 9.4858689549288659e-05 -0.019725860253722707
leaf_weight=0.0014043941614152672 0.0016361026138832632 0.0011180679344658852 0.0018539140465477679 0.0011159960896884229
leaf_count=484 784 198 790 865
internal_value=0 0.0016437 -0.00200784 -0.00735313
internal_weight=0 0.00572408 0.00408798 0.00296991
internal_count=3121 2637 1853 1655
is_linear=0
shrinkage=0.1


Tree=9674
num_leaves=5
num_cat=0
split_feature=151 4 1 2
split_gain=7.65152e-06 2.72081e-05 2.92862e-05 1.60357e-05
threshold=-0.067694999999999991 0.24564500000000003 0.090840000000000018 0.092365000000000017
decision_type=2 2 2 2
left_child=-1 2 3 -2
right_child=1 -3 -4 -5
leaf_value=-0.0075678027649225118 0.011122809439784144 0.01435719051593658 -0.012171449086913068 -0.0037081998301603906
leaf_weight=0.0011300624306070589 0.0015324058704706579 0.0012760483163618847 0.0017912326544339452 0.0013906001279668603
leaf_count=486 1132 342 571 590
internal_value=0 0.00140337 -0.00210296 0.00406706
internal_weight=0 0.00599029 0.00471424 0.00292301
internal_count=3121 2635 2293 1722
is_linear=0
shrinkage=0.1


Tree=9675
num_leaves=6
num_cat=0
split_feature=457 1 42 0 2
split_gain=8.48253e-06 2.00643e-05 2.11854e-05 2.57447e-05 1.73181e-05
threshold=0.069910000000000014 0.122185 0.088915000000000008 -0.14794999999999997 0.099185000000000009
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.01375017899018452 0.0084032033409432768 0.011336857065945711 -0.016703151847585099 -0.0016533283259070092 0.01433618419574666
leaf_weight=0.0011008969470555491 0.0010238791211256296 0.0010233886966965512 0.0010445282549237473 0.0018520631181566203 0.0010679767385814224
leaf_count=163 267 286 774 1259 372
internal_value=0 -0.00143439 -0.0040146 -0.000718461 0.00419468
internal_weight=0 0.00608885 0.00506547 0.00402094 0.00292004
internal_count=3121 2854 2568 1794 1631
is_linear=0
shrinkage=0.1


Tree=9676
num_leaves=6
num_cat=0
split_feature=484 12 52 49 3
split_gain=1.68854e-05 1.8067e-05 4.20341e-05 5.51818e-05 3.79099e-05
threshold=0.064170000000000019 0.098810000000000023 0.096795000000000006 -0.043469999999999995 -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=0.00026058262304621941 0.00023744745542095787 -0.0002454692326767282 0.00035328720826693688 -0.00045471393556096592 -4.1670815750215808e-06
leaf_weight=0.001293804668633769 0.0010027005507313655 0.0012728519749936346 0.0011130026314500304 0.0014212923213533974 0.001451066742214315
leaf_count=283 406 441 389 1358 244
internal_value=0 -3.57785e-05 1.47797e-05 -7.56536e-05 -0.000227105
internal_weight=0 0.00655202 0.00527917 0.00416616 0.00287236
internal_count=3121 2715 2274 1885 1602
is_linear=0
shrinkage=0.00196078


Tree=9677
num_leaves=6
num_cat=0
split_feature=50 3 15 16 0
split_gain=1.51427e-05 2.19658e-05 4.00521e-05 2.72917e-05 4.92084e-05
threshold=0.079410000000000008 -0.12018999999999998 -0.10653 -0.094359999999999986 -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=0.00025422623995701918 -0.00022406505920147607 0.00029921865141104286 -0.00038467450438788378 0.00019544630062431071 -0.00031664990074185942
leaf_weight=0.0013816815197016689 0.0010034792209036763 0.0011472382272376003 0.0010684683008582874 0.0017216104981868608 0.001241803921949035
leaf_count=293 609 389 263 1335 232
internal_value=0 3.4567e-05 -2.40334e-05 -0.000116012 -1.9145e-05
internal_weight=0 0.0065608 0.00517912 0.00403188 0.00296341
internal_count=3121 2512 2219 1830 1567
is_linear=0
shrinkage=0.00196078


Tree=9678
num_leaves=6
num_cat=0
split_feature=12 52 4 43 1
split_gain=7.50204e-06 3.29012e-05 3.24198e-05 3.12226e-05 2.12776e-05
threshold=0.098810000000000023 -0.088204999999999992 -0.0016099999999999997 -1.0000000180025095e-35 0.10937500000000001
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -4
right_child=-2 2 4 -5 -6
leaf_value=-0.013822660599552944 -0.006927547032753046 0.0022659561407732112 -0.010387411927100401 0.026717126521572345 0.0077416855204217351
leaf_weight=0.0011288907989058829 0.0012865957922771325 0.001045771554452917 0.001438927819653185 0.0010431882572420556 0.0011769035364000457
leaf_count=554 477 998 448 363 281
internal_value=0 0.00150863 0.0051873 0.0144764 -0.00223085
internal_weight=0 0.00583368 0.00470479 0.00208896 0.00261583
internal_count=3121 2644 2090 1361 729
is_linear=0
shrinkage=0.1


Tree=9679
num_leaves=5
num_cat=0
split_feature=52 4 2 43
split_gain=8.70645e-06 3.33175e-05 2.04528e-05 4.91292e-05
threshold=-0.046924999999999988 0.0061450000000000003 0.10613000000000002 -0.0037449999999999996
decision_type=2 2 2 2
left_child=1 -1 3 -2
right_child=2 -3 -4 -5
leaf_value=-0.005526360690144296 -0.011657973863496434 0.018576706713475787 -0.010741393276973658 0.01433522250132066
leaf_weight=0.0013136344565706855 0.0013154026738152044 0.0010178601145272603 0.0018355093565637398 0.0016259650420066747
leaf_count=732 1152 221 411 605
internal_value=0 0.00499631 -0.00245815 0.00271086
internal_weight=0 0.00233149 0.00477688 0.00294137
internal_count=3121 953 2168 1757
is_linear=0
shrinkage=0.1


Tree=9680
num_leaves=6
num_cat=0
split_feature=50 4 48 15 4
split_gain=2.27947e-05 2.43983e-05 2.34899e-05 3.09889e-05 3.63846e-05
threshold=0.079410000000000008 0.27834500000000006 0.083985000000000018 -0.016799999999999995 -0.27825499999999997
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.0003812460465171776 -0.00027863203611292505 0.00031146923983778254 0.00018753107333131826 -0.0002783429507979857 0.00017905208224409914
leaf_weight=0.0010602029743118999 0.0010019281283560159 0.0010589794366206422 0.0015925028110372634 0.0010572686199986651 0.0018190691667448113
leaf_count=508 609 315 444 156 1089
internal_value=0 3.88144e-05 -1.34073e-05 -9.46957e-05 1.09253e-05
internal_weight=0 0.00658802 0.00552904 0.00393654 0.00287634
internal_count=3121 2512 2197 1753 1245
is_linear=0
shrinkage=0.00196078


Tree=9681
num_leaves=5
num_cat=0
split_feature=43 3 4 15
split_gain=8.51389e-06 3.05517e-05 2.58103e-05 2.84697e-05
threshold=-0.04890499999999999 -0.077774999999999983 -0.059649999999999988 -0.095869999999999983
decision_type=2 2 2 2
left_child=1 -1 -2 -4
right_child=2 -3 3 -5
leaf_value=-0.0042554351731510101 -0.013742233871942594 0.017956535966410524 -0.006697003634628905 0.012516691069476824
leaf_weight=0.0015600736209326082 0.0014296783161784976 0.0010268204916142041 0.0016097852348379771 0.0014803865589274627
leaf_count=960 890 495 371 405
internal_value=0 0.0045612 -0.00263243 0.00250756
internal_weight=0 0.00258689 0.00451985 0.00309017
internal_count=3121 1455 1666 776
is_linear=0
shrinkage=0.1


Tree=9682
num_leaves=6
num_cat=0
split_feature=16 4 2 2 15
split_gain=7.81145e-06 1.62048e-05 3.01267e-05 2.68371e-05 2.60478e-05
threshold=-0.5048999999999999 0.098655000000000007 0.10981000000000002 0.092875000000000013 -0.028889999999999996
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.0077780227556202876 0.014182555309342017 -0.011385354458657734 0.015878134488714304 -0.015960138895797862 -0.0063301172803264059
leaf_weight=0.0010895659960472228 0.0011008434430421466 0.0012842517198706034 0.0010884102924939754 0.0011203340542930164 0.0014144712281326196
leaf_count=222 534 340 351 480 1194
internal_value=0 -0.00142493 0.00128285 -0.00308657 0.00264738
internal_weight=0 0.00600831 0.00472406 0.00363565 0.00251531
internal_count=3121 2899 2559 2208 1728
is_linear=0
shrinkage=0.1


Tree=9683
num_leaves=6
num_cat=0
split_feature=484 1 13 16 16
split_gain=3.45329e-05 2.062e-05 3.48066e-05 2.78212e-05 2.64323e-05
threshold=0.073690000000000019 0.090405000000000013 -0.00096999999999999983 -0.074319999999999983 -0.083539999999999989
decision_type=2 2 2 2 2
left_child=1 4 -3 -4 -1
right_child=-2 2 3 -5 -6
leaf_value=6.1283477628744446e-05 0.00033122819987861906 0.00027479216885766385 -0.00032439207837546726 9.1249082623266945e-05 -0.00033069237532450536
leaf_weight=0.0010662479154834757 0.0010351915159187274 0.0014881746870100249 0.0011696764850471649 0.001315492591322253 0.0017420455265192078
leaf_count=643 394 606 158 240 1080
internal_value=0 -5.32608e-05 3.76364e-05 -0.000104378 -0.000181868
internal_weight=0 0.00678164 0.00397334 0.00248517 0.00280829
internal_count=3121 2727 1004 398 1723
is_linear=0
shrinkage=0.00196078


Tree=9684
num_leaves=5
num_cat=0
split_feature=51 47 1 15
split_gain=8.86391e-06 1.66908e-05 3.41449e-05 2.22812e-05
threshold=0.08955500000000001 0.077555000000000013 0.077565000000000009 -0.022504999999999997
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=-0.0050662128585969406 -0.0087234035094363397 -0.0069753747034916255 0.02300679546264342 0.0037450518015532115
leaf_weight=0.0019765974406542449 0.0010030449239411795 0.0017054122858013252 0.0011176047307522516 0.0012980663866044729
leaf_count=1368 409 363 403 578
internal_value=0 0.00142088 0.00468094 0.0126565
internal_weight=0 0.00609768 0.00439227 0.00241567
internal_count=3121 2712 2349 981
is_linear=0
shrinkage=0.1


Tree=9685
num_leaves=5
num_cat=0
split_feature=151 4 42 1
split_gain=9.14496e-06 3.86442e-05 3.45673e-05 6.01217e-05
threshold=-0.0083949999999999979 0.24564500000000003 0.084635000000000016 0.080000000000000016
decision_type=2 2 2 2
left_child=-1 2 3 -2
right_child=1 -3 -4 -5
leaf_value=-0.0072104057486788581 0.0076281813086101352 0.017722752710862249 0.011929533570002409 -0.019733411526200662
leaf_weight=0.0014126130571548035 0.0014207158824240309 0.0011994391084781389 0.0012129897934358589 0.0018471790823767764
leaf_count=554 738 330 996 503
internal_value=0 0.00178055 -0.00248684 -0.00783797
internal_weight=0 0.00568032 0.00448088 0.00326789
internal_count=3121 2567 2237 1241
is_linear=0
shrinkage=0.1


Tree=9686
num_leaves=6
num_cat=0
split_feature=12 52 49 15 4
split_gain=2.34338e-05 2.72208e-05 2.24501e-05 4.59157e-05 4.58355e-05
threshold=0.10408500000000002 0.10024500000000001 -0.047584999999999995 -0.055554999999999993 -0.084369999999999987
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.00019728673105839467 -0.0002801275025982257 0.00030664815164265489 -0.00033269714840649664 -0.00022739650742974827 0.00031422286494120027
leaf_weight=0.0014039168912569483 0.0010071934353999574 0.0012126957374484154 0.0017414585627448949 0.0010465077549059298 0.0014102267083542434
leaf_count=328 340 520 706 474 753
internal_value=0 4.02976e-05 -1.73597e-05 -8.91395e-05 8.35065e-05
internal_weight=0 0.00681481 0.00560211 0.00419819 0.00245673
internal_count=3121 2781 2261 1933 1227
is_linear=0
shrinkage=0.00196078


Tree=9687
num_leaves=6
num_cat=0
split_feature=13 2 48 13 2
split_gain=8.67677e-06 2.88562e-05 5.17335e-05 3.81093e-05 7.14316e-05
threshold=0.11217000000000001 0.11824000000000001 0.089575000000000016 -0.094514999999999988 0.084245000000000014
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.0116804681677753 0.0078312898482590914 -0.016872116738860077 0.021381885418021961 0.0063949589326498871 -0.026020002347337673
leaf_weight=0.0011330268140481189 0.0011768718159864853 0.0010199562058520427 0.001042365186444516 0.0013321750164734768 0.0013882952598769645
leaf_count=231 217 333 314 732 1294
internal_value=0 -0.00157054 0.00161724 -0.00372907 -0.0101469
internal_weight=0 0.00591582 0.00489586 0.0038535 0.00272047
internal_count=3121 2904 2571 2257 2026
is_linear=0
shrinkage=0.1


Tree=9688
num_leaves=6
num_cat=0
split_feature=12 1 16 2 12
split_gain=8.42164e-06 3.06378e-05 8.13979e-05 2.53717e-05 5.14827e-05
threshold=0.051320000000000005 0.094090000000000021 -0.074319999999999983 0.083995000000000014 0.09334000000000002
decision_type=2 2 2 2 2
left_child=1 -1 -3 -2 -5
right_child=3 2 -4 4 -6
leaf_value=-0.0079381086618203252 -0.014346334480487933 -0.0096259120127418774 0.028844384946430143 0.018652481235027153 -0.012862709197871969
leaf_weight=0.0014569325244639178 0.0013342012271632055 0.0010386577970041523 0.0011690400119113659 0.0010661092544017373 0.0010088636616818558
leaf_count=254 693 306 261 1017 590
internal_value=0 0.00331737 0.0107452 -0.00358798 0.00332962
internal_weight=0 0.00366463 0.0022077 0.00340917 0.00207497
internal_count=3121 821 567 2300 1607
is_linear=0
shrinkage=0.1


Tree=9689
num_leaves=7
num_cat=0
split_feature=484 49 52 15 15 3
split_gain=2.06169e-05 2.05248e-05 4.09191e-05 3.89619e-05 5.86874e-05 2.67478e-05
threshold=0.065750000000000017 -0.081404999999999991 -0.07167999999999998 -0.11713499999999999 -0.031204999999999997 -0.020429999999999997
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=0.00021599104127266981 0.00025927263560339078 -0.00043752507323852654 -0.00033199680548770755 0.00047128268671813917 0.00010576710630466192 -0.00031617864992467519
leaf_weight=0.0010026060909283201 0.0010053802055530435 0.0010495266379331007 0.0010826475935659047 0.0010867419090186616 0.0013121331321061392 0.0010318248253292064
leaf_count=213 402 590 317 412 1084 103
internal_value=0 -4.22473e-05 -8.879e-05 -7.6957e-06 9.4646e-05 -7.9976e-05
internal_weight=0 0.00656548 0.00556287 0.00451335 0.0034307 0.00234396
internal_count=3121 2719 2506 1916 1599 1187
is_linear=0
shrinkage=0.00196078


Tree=9690
num_leaves=6
num_cat=0
split_feature=52 0 4 0 2
split_gain=2.74035e-05 3.98643e-05 4.14618e-05 3.90499e-05 5.76578e-05
threshold=0.11434500000000002 -0.077999999999999986 -0.35136499999999998 -0.10607499999999999 0.11215000000000001
decision_type=2 2 2 2 2
left_child=1 3 -3 4 -1
right_child=-2 2 -4 -5 -6
leaf_value=0.00024291685893988935 -0.00030188433672232882 -5.8230299319322877e-05 0.00042811837120390774 -0.00040277361269171853 -0.00031087545285819605
leaf_weight=0.001920717263514542 0.0010018913339241682 0.0011500800080234365 0.0016277663453411273 0.001053804683117803 0.0011589464769275128
leaf_count=314 501 202 681 1269 154
internal_value=0 4.51071e-05 0.000226761 -7.69712e-05 3.45124e-05
internal_weight=0 0.00691131 0.00277785 0.00413347 0.00307966
internal_count=3121 2620 883 1737 468
is_linear=0
shrinkage=0.00196078


Tree=9691
num_leaves=6
num_cat=0
split_feature=51 43 43 48 16
split_gain=7.69739e-06 2.55978e-05 3.73984e-05 3.88824e-05 3.11701e-05
threshold=-0.076794999999999988 -0.15582499999999996 -0.0037449999999999996 0.085875000000000021 -0.088159999999999988
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0073023425076779933 0.015756743311507462 -0.017950199108976293 0.022924802326203864 -0.010070183255460111 -6.7448437244800474e-05
leaf_weight=0.0012013344735357003 0.001035050165288951 0.0010821893021040938 0.0011338950205514397 0.0013984257596897486 0.0012283773129940691
leaf_count=537 213 1380 346 219 426
internal_value=0 0.00148225 -0.00156858 0.00314544 0.0109689
internal_weight=0 0.00587794 0.00484289 0.0037607 0.00236227
internal_count=3121 2584 2371 991 772
is_linear=0
shrinkage=0.1


Tree=9692
num_leaves=5
num_cat=0
split_feature=484 49 3 3
split_gain=1.30992e-05 1.52446e-05 4.42432e-05 4.4576e-05
threshold=0.044540000000000003 -0.043469999999999995 0.10893000000000001 -0.078934999999999991
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=0.00012743069805144845 0.00020269575620649298 -0.00021811202913806093 -0.00039653058526821565 0.00022641676023081386
leaf_weight=0.0016239771349576141 0.0010154162566486675 0.0015949031649043386 0.0013303062271663585 0.0019010333362984913
leaf_count=366 435 1342 163 815
internal_value=0 -3.68986e-05 -9.21936e-05 2.36155e-05
internal_weight=0 0.00645022 0.00482624 0.00349594
internal_count=3121 2686 2320 2157
is_linear=0
shrinkage=0.00196078


Tree=9693
num_leaves=6
num_cat=0
split_feature=50 3 15 15 15
split_gain=3.05884e-05 2.40739e-05 4.469e-05 4.83834e-05 3.65737e-05
threshold=0.079410000000000008 -0.12018999999999998 -0.10653 -0.016799999999999995 1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.000269703088886094 -0.00031718740569411526 0.00031718770899006194 -0.00035601344272160826 0.00030377723781698732 -0.00018488997586375828
leaf_weight=0.0014222709361469219 0.0010467843761040839 0.001193024703600911 0.0017947135381012002 0.0012367994739655415 0.0011239760221549307
leaf_count=293 609 389 720 216 894
internal_value=0 4.2973e-05 -1.73188e-05 -0.000113354 7.11205e-05
internal_weight=0 0.00677078 0.00534851 0.00415549 0.00236078
internal_count=3121 2512 2219 1830 1110
is_linear=0
shrinkage=0.00196078


Tree=9694
num_leaves=6
num_cat=0
split_feature=43 3 2 2 15
split_gain=7.63574e-06 2.82393e-05 2.1192e-05 2.92045e-05 2.01903e-05
threshold=-0.04890499999999999 -0.077774999999999983 0.089885000000000007 0.10613000000000002 -0.074054999999999996
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -5
right_child=2 -3 3 4 -6
leaf_value=-0.0041514977513113357 -0.013544758266438162 0.01724405324179119 0.013900956869022313 0.0044630842338954117 -0.015518537385554291
leaf_weight=0.0015570328354622238 0.0012535529187979763 0.0010216681791914877 0.0012312557492039733 0.0010008709585529729 0.0010220935232636479
leaf_count=960 856 495 375 198 237
internal_value=0 0.00432531 -0.00249743 0.00175809 -0.00563254
internal_weight=0 0.0025787 0.00450777 0.00325422 0.00202296
internal_count=3121 1455 1666 810 435
is_linear=0
shrinkage=0.1


Tree=9695
num_leaves=6
num_cat=0
split_feature=42 133 52 16 15
split_gain=7.67511e-06 2.37941e-05 3.68224e-05 8.47084e-05 4.58184e-05
threshold=0.091735000000000025 0.083950000000000011 -0.088204999999999992 -0.010264999999999998 -0.091964999999999977
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.018570821869335518 -0.0080125036284645155 0.015145686893853023 0.0039597191000592729 0.025096999916017999 -0.021999110428094756
leaf_weight=0.0010098936933130194 0.0010255917595173598 0.0010352192840994232 0.0016578894133553841 0.0011950883845431737 0.0011526783380199485
leaf_count=384 667 694 311 255 810
internal_value=0 0.00134273 -0.00150622 0.00279605 -0.00668659
internal_weight=0 0.00605077 0.00501555 0.00400566 0.00281057
internal_count=3121 2454 1760 1376 1121
is_linear=0
shrinkage=0.1


Tree=9696
num_leaves=6
num_cat=0
split_feature=49 13 3 4 12
split_gain=8.16359e-06 1.39779e-05 4.14603e-05 6.70758e-05 1.1338e-05
threshold=-0.043469999999999995 -0.10278499999999999 0.095270000000000007 0.053180000000000012 0.083370000000000014
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=0.0061787692123537212 -0.011076929608402029 0.0038041327356135059 -0.015564670188003669 0.027618657200434639 -0.011246788293934716
leaf_weight=0.0016363712813269099 0.0012665284085061962 0.0010016832415186967 0.0011155694928202137 0.0010369787155709155 0.0010003415566955968
leaf_count=425 244 224 140 409 1679
internal_value=0 -0.00188022 0.000923415 0.00697593 -0.00371628
internal_weight=0 0.0054211 0.00415457 0.003039 0.00200202
internal_count=3121 2696 2452 2312 1903
is_linear=0
shrinkage=0.1


Tree=9697
num_leaves=5
num_cat=0
split_feature=484 48 3 1
split_gain=1.89258e-05 1.59939e-05 2.90689e-05 3.08767e-05
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decision_type=2 2 2 2
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right_child=-2 -3 3 -5
leaf_value=0.00012517564458508327 0.00024642896808922351 0.00012890365895549218 -0.00038024923529829347 1.1660396261846131e-06
leaf_weight=0.0015201222424042135 0.0010077774181838119 0.0015721694665515144 0.0017543533295495462 0.001525630764167648
leaf_count=874 435 336 983 493
internal_value=0 -4.27433e-05 -9.89625e-05 -0.00020284
internal_weight=0 0.00637228 0.00480011 0.00327998
internal_count=3121 2686 2350 1476
is_linear=0
shrinkage=0.00196078


Tree=9698
num_leaves=7
num_cat=0
split_feature=484 1 43 16 4 1
split_gain=3.00004e-05 1.96226e-05 2.93536e-05 6.89755e-05 3.65921e-05 5.48879e-05
threshold=0.073690000000000019 0.12337000000000002 -0.14968999999999996 0.064860000000000015 -0.0016099999999999997 0.10557500000000002
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=0.00019905791964854204 0.00030948760911997646 0.00019230817666052492 0.00024776209932453401 -0.00062019853502985503 -0.00047755536170699981 0.00012169911915309978
leaf_weight=0.0010254086610783485 0.0010072544887352103 0.0010469462669659849 0.0011529213860715362 0.0010089466079370264 0.0011783470202323348 0.0011722400565459228
leaf_count=217 394 247 1248 410 456 149
internal_value=0 -5.3868e-05 -0.000100408 -0.000168459 -3.83659e-05 -0.000178707
internal_weight=0 0.00658481 0.00553786 0.00451246 0.00350351 0.00235059
internal_count=3121 2727 2480 2263 1853 605
is_linear=0
shrinkage=0.00196078


Tree=9699
num_leaves=5
num_cat=0
split_feature=16 1 43 4
split_gain=2.12415e-05 5.38251e-05 3.03913e-05 2.84506e-05
threshold=0.38525000000000004 0.077565000000000009 -1.0000000180025095e-35 0.053180000000000012
decision_type=2 2 2 2
left_child=1 -1 -3 -4
right_child=-2 2 3 -5
leaf_value=-0.00033466598383001214 0.00025800064389967775 0.00028168749308770085 -0.00025969956346909789 0.00012222497483856001
leaf_weight=0.0018108273413954649 0.0010085103948676869 0.00160938730586702 0.0013779637781073956 0.0016452106716496853
leaf_count=1511 311 678 368 253
internal_value=0 -4.80258e-05 6.40193e-05 -5.18563e-05
internal_weight=0 0.00644339 0.00463256 0.00302317
internal_count=3121 2810 1299 621
is_linear=0
shrinkage=0.00196078


Tree=9700
num_leaves=6
num_cat=0
split_feature=2 13 43 3 2
split_gain=8.44466e-06 1.91637e-05 1.67631e-05 2.48462e-05 4.1865e-06
threshold=0.099185000000000009 -0.08971999999999998 -0.074359999999999996 0.048265000000000009 0.11411
decision_type=2 2 2 2 2
left_child=2 -2 -1 -4 -3
right_child=1 4 3 -5 -6
leaf_value=0.0041548637317646775 0.014785603209350261 0.0027365430122572557 -0.018775389498258604 0.0024957010310684975 -0.0063786739903108113
leaf_weight=0.0017823770624561465 0.001061824017765371 0.0010091999808841258 0.001180807960764992 0.0010265252456143159 0.0010062797669738283
leaf_count=936 200 374 1097 169 345
internal_value=0 0.00391339 -0.00305854 -0.00888322 -0.00181446
internal_weight=0 0.0030773 0.00398971 0.00220733 0.00201548
internal_count=3121 919 2202 1266 719
is_linear=0
shrinkage=0.1


Tree=9701
num_leaves=7
num_cat=0
split_feature=484 15 12 3 4 4
split_gain=1.93807e-05 1.64473e-05 4.08894e-05 6.18641e-05 2.62034e-05 1.76464e-05
threshold=0.064170000000000019 0.088345000000000021 0.084100000000000022 0.10893000000000001 0.0082450000000000006 0.0061450000000000003
decision_type=2 2 2 2 2 2
left_child=1 2 3 5 -4 -1
right_child=-2 -3 4 -5 -6 -7
leaf_value=7.1363835413731453e-05 0.00025213969607542632 0.00018810351359154693 -0.0005294611978543547 -0.00031236031520954154 -8.3853796892974377e-05 0.00042087042422651937
leaf_weight=0.0011456607619953823 0.0010036937919894792 0.001017685573993155 0.0010023123698042909 0.0011950744139035915 0.0010274211433896857 0.001077993165223523
leaf_count=347 406 652 944 188 335 249
internal_value=0 -4.07117e-05 -8.34508e-05 4.74329e-05 -0.000303901 0.000240799
internal_weight=0 0.00646615 0.00544846 0.00341873 0.00202973 0.00222365
internal_count=3121 2715 2063 784 1279 596
is_linear=0
shrinkage=0.00196078


Tree=9702
num_leaves=5
num_cat=0
split_feature=42 49 15 4
split_gain=7.86802e-06 2.15257e-05 1.94839e-05 3.38574e-05
threshold=0.091735000000000025 -0.0060549999999999988 -0.037864999999999989 -0.084369999999999987
decision_type=2 2 2 2
left_child=1 -1 -3 -4
right_child=-2 2 3 -5
leaf_value=-0.008271745317383011 -0.0081170204061114994 -0.0030401352606963072 -4.9436680294084153e-06 0.022907325282724055
leaf_weight=0.0016780269209706244 0.0010262194311268088 0.0017681541270711987 0.0013971683939630378 0.0011978844578850768
leaf_count=540 667 781 509 624
internal_value=0 0.00135366 0.00505545 0.0105714
internal_weight=0 0.00604123 0.00436321 0.00259505
internal_count=3121 2454 1914 1133
is_linear=0
shrinkage=0.1


Tree=9703
num_leaves=6
num_cat=0
split_feature=42 160 49 12 0
split_gain=8.37289e-06 2.0554e-05 2.22382e-05 3.13577e-05 5.24428e-05
threshold=-0.025789999999999997 -1.0000000180025095e-35 -0.047584999999999995 0.091545000000000015 -0.10474999999999998
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0080438862346377295 -0.0092205400816450771 0.016299852675562238 -0.0091742109372163951 -0.014270758262036951 0.02071903955073022
leaf_weight=0.0010978391511630098 0.0013837679324367139 0.0012123985155775277 0.001097519213154468 0.0010067488270269469 0.0012613209527724458
leaf_count=712 837 259 186 465 662
internal_value=0 0.00145934 0.0046875 0.000504345 0.00681033
internal_weight=0 0.00596176 0.00457799 0.00336559 0.00235884
internal_count=3121 2409 1572 1313 848
is_linear=0
shrinkage=0.1


Tree=9704
num_leaves=6
num_cat=0
split_feature=2 13 0 16 15
split_gain=8.67103e-06 1.63621e-05 1.52478e-05 3.86558e-05 4.76023e-06
threshold=0.099185000000000009 -0.08971999999999998 -0.060129999999999996 -0.078844999999999985 -0.069954999999999989
decision_type=2 2 2 2 2
left_child=2 -2 3 -1 -3
right_child=1 4 -4 -5 -6
leaf_value=0.0022530305769770391 0.014037703879641606 0.0035152348681527475 0.005591732840411868 -0.022531450238952956 -0.0062074017369292212
leaf_weight=0.0015966943744203422 0.0010587406294678436 0.0010131805560847549 0.001338331587054866 0.0010386561316438217 0.0010011710334432858
leaf_count=902 200 335 247 1053 384
internal_value=0 0.00397293 -0.00310076 -0.00751514 -0.0013171
internal_weight=0 0.00307309 0.00397368 0.00263535 0.00201435
internal_count=3121 919 2202 1955 719
is_linear=0
shrinkage=0.1


Tree=9705
num_leaves=6
num_cat=0
split_feature=484 151 48 16 3
split_gain=2.1166e-05 1.37803e-05 4.40212e-05 5.29312e-05 2.19275e-05
threshold=0.044540000000000003 -0.0083949999999999979 0.091545000000000015 -0.15241499999999997 -0.015584999999999998
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.00022889497149777778 0.0002590111325532272 0.00027930448039443123 0.0003386097167525472 -6.5038410051576214e-05 -0.00040483887797673529
leaf_weight=0.0012781305723603212 0.0010073461080325249 0.0010478527369827319 0.0011386433605430606 0.0014649303461512983 0.0014556230567911131
leaf_count=439 435 283 234 1533 197
internal_value=0 -4.68118e-05 -1.24218e-06 -9.87549e-05 -0.000234397
internal_weight=0 0.00638518 0.00510705 0.00396841 0.00292055
internal_count=3121 2686 2247 2013 1730
is_linear=0
shrinkage=0.00196078


Tree=9706
num_leaves=7
num_cat=0
split_feature=484 49 52 15 15 3
split_gain=2.0266e-05 3.2769e-05 3.66612e-05 3.83299e-05 7.87345e-05 2.4455e-05
threshold=0.073690000000000019 -0.081404999999999991 -0.07167999999999998 -0.11713499999999999 -0.031204999999999997 -0.020429999999999997
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=0.00027578883343534516 0.00024752591574191823 -0.00042914090928336204 -0.00034771291550609305 0.00049178543232353093 4.3145992108653383e-05 -0.00035479327707566509
leaf_weight=0.0010252114332059657 0.0010338854449154283 0.0010863593140545257 0.001108103298145952 0.0011509216841440817 0.0013522625907586142 0.0010584837356544417
leaf_count=213 394 591 317 415 1088 103
internal_value=0 -4.71813e-05 -0.000104705 -2.92292e-05 6.98572e-05 -0.000131577
internal_weight=0 0.00678134 0.00575613 0.00466977 0.00356167 0.00241075
internal_count=3121 2727 2514 1923 1606 1191
is_linear=0
shrinkage=0.00196078


Tree=9707
num_leaves=6
num_cat=0
split_feature=484 16 0 42 52
split_gain=3.13518e-05 2.10146e-05 5.09225e-05 5.93594e-05 3.6353e-05
threshold=0.073690000000000019 -0.056919999999999991 -0.20211999999999997 0.084050000000000014 0.091275000000000009
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -3
right_child=-2 4 3 -5 -6
leaf_value=-0.00032710484061044772 0.00031952025645130079 -0.00035717402021620987 0.00043060887347111339 -0.00015505172825813467 8.7004025384818673e-05
leaf_weight=0.0010195023961828242 0.0010163861900019423 0.0017242288730043725 0.0015949682066662989 0.0011415873412691862 0.0012024473670246042
leaf_count=101 394 952 804 649 221
internal_value=0 -5.01163e-05 4.69424e-05 0.000186293 -0.00017468
internal_weight=0 0.00668273 0.00375606 0.00273656 0.00292668
internal_count=3121 2727 1554 1453 1173
is_linear=0
shrinkage=0.00196078


Tree=9708
num_leaves=6
num_cat=0
split_feature=52 4 16 4 2
split_gain=8.5171e-06 2.29826e-05 2.05606e-05 2.73574e-05 2.18429e-05
threshold=-0.046924999999999988 0.0061450000000000003 -0.078844999999999985 -0.095774999999999985 0.10644500000000001
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -2
right_child=2 -3 3 -5 -6
leaf_value=-0.0038318809184419017 0.010866670240325046 0.016198129600410383 0.0012159879598208458 -0.021710376480860265 -0.007590904418282563
leaf_weight=0.0013097724776432609 0.0015791063043410227 0.0010181388394723343 0.001074046002622749 0.0010098561712307593 0.001079419160705974
leaf_count=732 949 221 130 831 258
internal_value=0 0.00492847 -0.00245707 -0.0098941 0.00337249
internal_weight=0 0.00232791 0.00474243 0.0020839 0.00265853
internal_count=3121 953 2168 961 1207
is_linear=0
shrinkage=0.1


Tree=9709
num_leaves=6
num_cat=0
split_feature=50 4 2 2 43
split_gain=2.19621e-05 1.94368e-05 2.24512e-05 3.27556e-05 2.83661e-05
threshold=0.079410000000000008 0.27834500000000006 0.10672500000000001 0.092875000000000013 -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=-0.00016726310916382212 -0.00026852094948108947 0.00028102142887360048 0.0002098083989732398 -0.00037201190698053717 0.00020888282510407615
leaf_weight=0.0015034643975606189 0.0010062549822755671 0.0010953374617023569 0.0014023490235767393 0.0010739520009365442 0.0015817612068794755
leaf_count=1045 609 315 388 421 343
internal_value=0 4.22787e-05 -4.74145e-06 -7.70812e-05 2.55828e-05
internal_weight=0 0.00665686 0.00556153 0.00415918 0.00308523
internal_count=3121 2512 2197 1809 1388
is_linear=0
shrinkage=0.00196078


Tree=9710
num_leaves=6
num_cat=0
split_feature=12 1 16 52 4
split_gain=9.34056e-06 3.1099e-05 6.92711e-05 2.44709e-05 3.99475e-05
threshold=0.051320000000000005 0.094090000000000021 -0.074319999999999983 0.0060650000000000009 0.08184000000000001
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -2
right_child=3 2 -4 -5 -6
leaf_value=-0.0078590612982196145 -0.0096011286673226819 -0.0078127685152998318 0.027620446029008833 -0.016008850452690262 0.017004742366538202
leaf_weight=0.0014595610868569334 0.0012832741689064455 0.0010423583161879254 0.0011721961428413437 0.0011069629063392033 0.0010073034266453622
leaf_count=254 1152 306 261 987 161
internal_value=0 0.00347352 0.0109426 -0.00380073 0.00209906
internal_weight=0 0.00367412 0.00221455 0.00339754 0.00229058
internal_count=3121 821 567 2300 1313
is_linear=0
shrinkage=0.1


Tree=9711
num_leaves=6
num_cat=0
split_feature=42 160 43 16 48
split_gain=8.11495e-06 1.53994e-05 1.92968e-05 2.95843e-05 2.54964e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 -0.056919999999999991 0.086260000000000017
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0078686562089251132 -0.0077844950394176512 0.01517240472889035 0.01755006687286317 -0.012649563132702771 -0.0039065619514980247
leaf_weight=0.0011095159011560822 0.0013857372981468542 0.001194448132443896 0.0011398771507847355 0.0011484222548032493 0.0010771129273631896
leaf_count=862 828 482 498 322 129
internal_value=0 0.00144737 0.00425292 0.00037739 0.00712548
internal_weight=0 0.0059456 0.00455986 0.00336541 0.00221699
internal_count=3121 2259 1431 949 627
is_linear=0
shrinkage=0.1


Tree=9712
num_leaves=6
num_cat=0
split_feature=484 48 2 4 12
split_gain=3.12658e-05 2.97858e-05 2.39051e-05 4.62115e-05 5.55576e-05
threshold=0.073690000000000019 0.092475000000000016 0.10912000000000001 -0.084369999999999987 0.090455000000000021
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.00053698524052026096 0.00031690429417304721 0.00017736874135112736 0.00013296124719286201 -0.0002702553594800241 0.00030014820956169458
leaf_weight=0.0011058740232436216 0.0010221962784381774 0.0016488574546089469 0.0010749566741481689 0.0018219192560357869 0.0010263306103222836
leaf_count=471 394 336 400 924 596
internal_value=0 -5.13312e-05 -0.000126314 -0.0001968 -6.47177e-05
internal_weight=0 0.00667794 0.00502908 0.00395412 0.00284825
internal_count=3121 2727 2391 1991 1520
is_linear=0
shrinkage=0.00196078


Tree=9713
num_leaves=5
num_cat=0
split_feature=42 49 15 12
split_gain=1.00184e-05 2.19203e-05 1.81109e-05 2.82913e-05
threshold=0.091735000000000025 -0.0060549999999999988 -0.037864999999999989 0.084100000000000022
decision_type=2 2 2 2
left_child=1 -1 -3 -4
right_child=-2 2 3 -5
leaf_value=-0.0081857323523888467 -0.009158578316013636 -0.0025500614305832094 0.021821881079019501 0.00088298356320120448
leaf_weight=0.0016753786549164968 0.0010248345627575112 0.0017622869681135954 0.0012025397980709855 0.0013924650155304192
leaf_count=540 667 781 287 846
internal_value=0 0.00153548 0.00527329 0.0105862
internal_weight=0 0.00603267 0.00435729 0.002595
internal_count=3121 2454 1914 1133
is_linear=0
shrinkage=0.1


Tree=9714
num_leaves=6
num_cat=0
split_feature=2 13 0 13 15
split_gain=8.91935e-06 1.61933e-05 3.40323e-05 1.57887e-05 4.08515e-06
threshold=0.099185000000000009 -0.033284999999999988 -0.077809999999999976 -0.08971999999999998 -0.069954999999999989
decision_type=2 2 2 2 2
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leaf_count=1269 200 666 267 335 384
internal_value=0 -0.00314741 0.00204484 0.00402387 -0.00117301
internal_weight=0 0.00397056 0.0023904 0.0030795 0.00201701
internal_count=3121 2202 933 919 719
is_linear=0
shrinkage=0.1


Tree=9715
num_leaves=6
num_cat=0
split_feature=484 48 16 4 52
split_gain=2.04785e-05 2.59962e-05 2.87801e-05 2.06028e-05 3.63563e-05
threshold=0.073690000000000019 0.092475000000000016 -0.15241499999999997 0.0067750000000000006 0.0046550000000000003
decision_type=2 2 2 2 2
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leaf_weight=0.001374605012349765 0.0010200087813817078 0.0016583237587189954 0.0011987480458748182 0.0012950355412099913 0.0011050990613452258
leaf_count=365 394 336 956 305 765
internal_value=0 -4.08845e-05 -0.000111772 -0.000203955 -0.000315186
internal_weight=0 0.00663181 0.00497349 0.00359888 0.00230385
internal_count=3121 2727 2391 2026 1721
is_linear=0
shrinkage=0.00196078


Tree=9716
num_leaves=6
num_cat=0
split_feature=484 42 43 2 4
split_gain=3.62481e-05 2.8313e-05 3.40036e-05 4.82385e-05 8.0417e-05
threshold=0.073690000000000019 -1.0000000180025095e-35 1.0000000180025095e-35 0.11411 0.0061450000000000003
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.00034077592280373249 0.00034485117937572767 -9.3920402037956958e-05 -0.00032027021609734048 -0.00024986290772908168 0.00052520443735239262
leaf_weight=0.0011042742527180294 0.0010085197165225473 0.0016799832347216257 0.0010179518536793863 0.0012531796693428863 0.0015514756100418053
leaf_count=806 394 1001 330 287 303
internal_value=0 -5.4246e-05 3.25563e-06 7.66916e-05 0.000203331
internal_weight=0 0.00660686 0.00550259 0.00448464 0.00323146
internal_count=3121 2727 1921 1591 1304
is_linear=0
shrinkage=0.00196078


Tree=9717
num_leaves=6
num_cat=0
split_feature=484 42 43 2 48
split_gain=2.87414e-05 2.87539e-05 3.51807e-05 2.81154e-05 7.07302e-05
threshold=0.073690000000000019 -0.025789999999999997 1.0000000180025095e-35 0.090050000000000005 0.085485000000000019
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.0003487842608344803 0.00029828715617083603 0.0002647579907149387 -0.00032493294594484296 -0.00039222255689216049 0.00023576329042784784
leaf_weight=0.0010858234598883822 0.0010089705730800544 0.0017995581660874057 0.0010448602799780701 0.0012645345313823735 0.0015164848453908797
leaf_count=663 394 934 348 542 240
internal_value=0 -5.66552e-05 -2.68359e-07 7.37898e-05 -4.9783e-05
internal_weight=0 0.00671126 0.00562544 0.00458058 0.00278102
internal_count=3121 2727 2064 1716 782
is_linear=0
shrinkage=0.00196078


Tree=9718
num_leaves=6
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split_feature=42 49 12 52 16
split_gain=9.70836e-06 1.72841e-05 2.68168e-05 5.15484e-05 2.41636e-05
threshold=-1.0000000180025095e-35 -0.047584999999999995 0.09334000000000002 -0.0064899999999999992 -0.18708499999999997
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
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leaf_value=-0.0085967566950201444 0.011269078386684639 -0.015945348696398236 -0.015238328549071296 -0.0012349773673199836 0.018954848836721133
leaf_weight=0.0011130844945684429 0.0014060381656146531 0.0010288945540307629 0.0010728110800915865 0.0010011241530502571 0.0014533167760491549
leaf_count=862 360 581 478 232 608
internal_value=0 0.00157691 -0.00141411 0.00284353 0.0107198
internal_weight=0 0.00596218 0.00455615 0.00348334 0.00245444
internal_count=3121 2259 1899 1421 840
is_linear=0
shrinkage=0.1


Tree=9719
num_leaves=6
num_cat=0
split_feature=484 49 2 4 12
split_gain=3.54808e-05 1.62775e-05 3.47103e-05 6.62357e-05 5.54937e-05
threshold=0.065750000000000017 0.005085000000000001 0.10912000000000001 -0.084369999999999987 0.088305000000000008
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.00059797599881604858 0.00034235832005535778 0.0001734384875221381 0.00017331928298979581 -0.00026271839936202544 0.00027750631255690821
leaf_weight=0.001099951702764018 0.0010051593525361975 0.001023909520862204 0.0013780013459002713 0.0017379735947846767 0.0012618477634646257
leaf_count=467 402 525 364 642 721
internal_value=0 -5.34865e-05 -9.59034e-05 -0.000186394 -3.54778e-05
internal_weight=0 0.00650168 0.00547777 0.00409977 0.00299982
internal_count=3121 2719 2194 1830 1363
is_linear=0
shrinkage=0.00196078


Tree=9720
num_leaves=6
num_cat=0
split_feature=484 1 13 4 16
split_gain=3.4537e-05 1.83624e-05 5.70148e-05 5.69374e-05 1.83486e-05
threshold=0.073690000000000019 0.08844500000000001 -0.0025349999999999995 -0.083854999999999985 -0.074319999999999983
decision_type=2 2 2 2 2
left_child=1 3 -3 -1 -4
right_child=-2 2 4 -5 -6
leaf_value=5.8533401858878866e-05 0.00032652042842544541 0.00031419980564372879 -0.00033388761869282657 -0.00055277718190637393 -3.5610319180518306e-06
leaf_weight=0.001396960038169101 0.0010189530455237588 0.0015561822432353478 0.0012322711214678541 0.0010087873830280888 0.0013600755896184783
leaf_count=413 394 675 172 1211 256
internal_value=0 -6.15166e-05 1.75168e-05 -0.000197804 -0.000160582
internal_weight=0 0.00655428 0.00414853 0.00240575 0.00259235
internal_count=3121 2727 1103 1624 428
is_linear=0
shrinkage=0.00196078


Tree=9721
num_leaves=7
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split_feature=484 49 52 15 15 0
split_gain=2.88426e-05 2.12769e-05 3.46616e-05 4.67626e-05 7.18534e-05 2.18741e-05
threshold=0.073690000000000019 -0.081404999999999991 -0.07167999999999998 -0.11713499999999999 -0.031204999999999997 -0.026509999999999995
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=0.0002113012154810584 0.00030306681171916948 -0.00041842043721217268 -0.00037618670601447998 0.0004994624732374257 7.4756006531066663e-05 -0.00030281576850816987
leaf_weight=0.0010056873096186553 0.0010178965491068285 0.0010565646373261626 0.0011025476873389281 0.0011075744799670622 0.0012340291562432069 0.0011301989946341353
leaf_count=213 394 591 317 415 1093 98
internal_value=0 -5.1404e-05 -9.83235e-05 -2.43888e-05 8.73324e-05 -0.000105739
internal_weight=0 0.0066366 0.00563091 0.00457435 0.0034718 0.00236423
internal_count=3121 2727 2514 1923 1606 1191
is_linear=0
shrinkage=0.00196078


Tree=9722
num_leaves=6
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split_feature=484 48 0 2 16
split_gain=3.29003e-05 2.91437e-05 7.68566e-05 4.97302e-05 5.98436e-05
threshold=0.073690000000000019 0.083985000000000018 -0.18113999999999997 0.10912000000000001 -0.056919999999999991
decision_type=2 2 2 2 2
left_child=1 3 -3 4 -1
right_child=-2 2 -4 -5 -6
leaf_value=4.48793728689633e-06 0.00032904521840994999 -0.00022180615646602241 0.00050789049316371862 0.00023837653195175394 -0.00051418164119819854
leaf_weight=0.0016986084214715611 0.0010031116534223007 0.0011465637329479343 0.0010755193611604835 0.0010106643822465479 0.0017225786141093265
leaf_count=1099 394 81 455 372 720
internal_value=0 -5.18859e-05 0.000131377 -0.000143772 -0.000256664
internal_weight=0 0.00665393 0.00222208 0.00443185 0.00342119
internal_count=3121 2727 536 2191 1819
is_linear=0
shrinkage=0.00196078


Tree=9723
num_leaves=6
num_cat=0
split_feature=484 48 0 2 16
split_gain=3.27641e-05 3.0611e-05 7.09693e-05 5.18049e-05 6.91461e-05
threshold=0.073690000000000019 0.083985000000000018 -0.18113999999999997 0.10912000000000001 -0.056919999999999991
decision_type=2 2 2 2 2
left_child=1 3 -3 4 -1
right_child=-2 2 -4 -5 -6
leaf_value=1.5843995804183884e-05 0.00032096495540106363 -0.00020147266380437883 0.00049628037053171153 0.00024142059382048069 -0.00053846151074693818
leaf_weight=0.0017214109532837337 0.0010283571342879667 0.0011729486332532767 0.001073225972083361 0.0010128070877792436 0.0017395852504639426
leaf_count=1099 394 81 455 372 720
internal_value=0 -5.48528e-05 0.000131915 -0.000148624 -0.000262764
internal_weight=0 0.00671998 0.00224617 0.0044738 0.003461
internal_count=3121 2727 536 2191 1819
is_linear=0
shrinkage=0.00196078


Tree=9724
num_leaves=6
num_cat=0
split_feature=484 457 1 4 4
split_gain=3.07424e-05 2.98699e-05 5.2659e-05 4.79265e-05 4.87504e-05
threshold=0.073690000000000019 0.060310000000000009 0.12337000000000002 -0.083854999999999985 0.053180000000000012
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=6.7903685971098003e-05 0.00030969300022833665 0.00025929683570104559 0.00029464160241742606 -0.00067245990178084437 -0.00015570555435528703
leaf_weight=0.0017324087612022765 0.0010415739642704825 0.0010104394909143874 0.0010373036960133458 0.0010920092276741063 0.0019647195456345542
leaf_count=551 394 212 238 1307 419
internal_value=0 -5.19208e-05 -0.000105893 -0.000192647 -0.000340315
internal_weight=0 0.00683688 0.00582644 0.00478914 0.00305673
internal_count=3121 2727 2515 2277 1726
is_linear=0
shrinkage=0.00196078


Tree=9725
num_leaves=6
num_cat=0
split_feature=52 16 16 4 2
split_gain=9.19683e-06 2.18677e-05 1.75041e-05 2.45011e-05 1.87943e-05
threshold=-0.046924999999999988 0.071345000000000006 -0.078844999999999985 -0.095774999999999985 0.10644500000000001
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -2
right_child=2 -3 3 -5 -6
leaf_value=0.013490627627674496 0.0097107902868824383 -0.0059800978104099685 0.0010270391616603442 -0.020644061963828605 -0.0073189434432595589
leaf_weight=0.0013352803137702807 0.0015922911913923135 0.0010154914883615861 0.0010816612914708972 0.0010077650877067909 0.0010928264767584499
leaf_count=489 949 464 130 831 258
internal_value=0 0.00507962 -0.00256137 -0.00942529 0.00277979
internal_weight=0 0.00235077 0.00477454 0.00208943 0.00268512
internal_count=3121 953 2168 961 1207
is_linear=0
shrinkage=0.1


Tree=9726
num_leaves=5
num_cat=0
split_feature=15 52 52 1
split_gain=9.74892e-06 2.94077e-05 2.79288e-05 4.86245e-05
threshold=1.0000000180025095e-35 -0.081429999999999989 0.10347000000000002 0.090540000000000023
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=0.014854228702875472 -0.0069144340096704733 -0.024213439606328095 0.011640438140838439 0.0021179960659238688
leaf_weight=0.0013386600123512261 0.0015981614485361941 0.0010735566122732163 0.0010836872152996209 0.002022523556541431
leaf_count=658 1216 490 315 442
internal_value=0 0.00195501 -0.00217625 -0.00701235
internal_weight=0 0.00551843 0.00417977 0.00309608
internal_count=3121 1905 1247 932
is_linear=0
shrinkage=0.1


Tree=9727
num_leaves=7
num_cat=0
split_feature=484 52 4 4 0 2
split_gain=3.23256e-05 1.62792e-05 3.98364e-05 2.06995e-05 2.29642e-05 4.37644e-06
threshold=0.073690000000000019 -1.0000000180025095e-35 0.0061450000000000003 -0.0029599999999999995 -0.14001499999999997 0.09678500000000001
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=-0.00047055567262285623 0.00032252303560424738 0.00025111094174997957 7.5488126114985784e-05 7.8343383197262325e-05 -0.00029685067149813263 6.8560415421262786e-05
leaf_weight=0.0010291476103080003 0.0010159275782692743 0.0010135664015323495 0.0010255399105178582 0.0012730077340750493 0.0012362913246089689 0.0010061027413213533
leaf_count=780 394 908 227 168 476 168
internal_value=0 -5.32563e-05 -0.000198013 1.24166e-05 -0.000106509 0.000160173
internal_weight=0 0.00658366 0.00205469 0.00452897 0.0025093 0.00201967
internal_count=3121 2727 1007 1720 644 1076
is_linear=0
shrinkage=0.00196078


Tree=9728
num_leaves=6
num_cat=0
split_feature=484 15 15 15 12
split_gain=2.72127e-05 1.98182e-05 3.7077e-05 2.30639e-05 3.58103e-05
threshold=0.073690000000000019 -0.031204999999999997 -0.095869999999999983 0.088345000000000021 0.051320000000000005
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -3
right_child=-2 3 -4 -5 -6
leaf_value=-0.00011422943379830372 0.00029646135158336049 -2.6145654700294857e-05 0.00030705284401239392 8.34094405084886e-05 -0.00052246700031617101
leaf_weight=0.0019762232719559886 0.001007103044998469 0.0011375187615914352 0.0013531406954820921 0.0010401225581878767 0.0010987884042066058
leaf_count=527 394 140 684 657 719
internal_value=0 -4.95509e-05 5.69907e-05 -0.000157814 -0.000270008
internal_weight=0 0.00660579 0.00332936 0.00327643 0.00223631
internal_count=3121 2727 1211 1516 859
is_linear=0
shrinkage=0.00196078


Tree=9729
num_leaves=6
num_cat=0
split_feature=457 2 0 16 4
split_gain=8.89516e-06 2.06119e-05 2.92201e-05 4.48932e-05 1.62495e-05
threshold=0.069910000000000014 0.11293500000000002 -0.077999999999999986 -0.10850999999999998 -0.16363499999999997
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -4
right_child=-2 -3 4 -5 -6
leaf_value=0.0011604324837906693 0.0085710118591049312 0.0080080624423123289 -0.005409940958976605 -0.027363918349246775 0.01167388531864353
leaf_weight=0.0010957031681246676 0.0010269694604860009 0.0016621935178912613 0.0011267683701666788 0.0011114423735835617 0.0011005910540872205
leaf_count=355 267 482 198 1289 530
internal_value=0 -0.00148909 -0.00504893 -0.0132034 0.00303158
internal_weight=0 0.0060967 0.0044345 0.00220715 0.00222736
internal_count=3121 2854 2372 1644 728
is_linear=0
shrinkage=0.1


Tree=9730
num_leaves=5
num_cat=0
split_feature=42 51 2 2
split_gain=8.8147e-06 2.23499e-05 1.59327e-05 2.59665e-05
threshold=0.091735000000000025 -0.076794999999999988 0.086590000000000014 0.10613000000000002
decision_type=2 2 2 2
left_child=1 -1 -3 -4
right_child=-2 2 3 -5
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leaf_weight=0.0010193365304338392 0.0010357923388387607 0.0014911237654286619 0.0017388209278136856 0.0018272056035255353
leaf_count=436 667 891 746 381
internal_value=0 0.00141717 0.00413998 0.00776956
internal_weight=0 0.00607649 0.00505715 0.00356603
internal_count=3121 2454 2018 1127
is_linear=0
shrinkage=0.1


Tree=9731
num_leaves=6
num_cat=0
split_feature=12 1 16 52 4
split_gain=8.39277e-06 2.66663e-05 6.33174e-05 2.06253e-05 3.96693e-05
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decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -2
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leaf_value=-0.0071859872543765914 -0.0097298668539967277 -0.0076720892438592123 0.026129354146832748 -0.014840532208747988 0.016715695311184341
leaf_weight=0.0014684606353964035 0.0013041248309448644 0.0010494127639346636 0.0011743349956606192 0.0011051869621185898 0.0010038183014743243
leaf_count=254 1159 306 261 987 154
internal_value=0 0.00327205 0.0101781 -0.00360695 0.00177238
internal_weight=0 0.00369221 0.00222375 0.00341313 0.00230794
internal_count=3121 821 567 2300 1313
is_linear=0
shrinkage=0.1


Tree=9732
num_leaves=6
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split_feature=0 1 47 48 16
split_gain=9.36636e-06 2.97639e-05 2.86664e-05 5.1567e-05 3.70645e-05
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decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
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leaf_value=-0.017336850667361212 0.0080114095794536853 0.025305154454535468 -0.010316285209694145 -0.012516983001104152 0.00046372985412252088
leaf_weight=0.001005617849384563 0.0012032891982003578 0.0013645723419868673 0.001435584466215647 0.001008348242287984 0.0010728524348025022
leaf_count=1564 204 551 257 193 352
internal_value=0 -0.00167104 0.0015563 0.00650268 0.014371
internal_weight=0 0.00588698 0.00488136 0.00344577 0.00243742
internal_count=3121 2917 1353 1096 903
is_linear=0
shrinkage=0.1


Tree=9733
num_leaves=6
num_cat=0
split_feature=42 52 0 1 4
split_gain=9.37751e-06 1.58775e-05 5.01316e-05 3.52856e-05 5.2342e-05
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decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
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leaf_value=-0.0085150734159683793 -0.011077047440649667 -0.00880564303888395 0.02173007477701747 -0.016593568829965159 0.018179688334302582
leaf_weight=0.0010987199474207501 0.0011238628921084615 0.0011890502019850134 0.001207002315980356 0.0011154350589993589 0.0013413337851909219
leaf_count=712 1001 500 414 224 270
internal_value=0 0.00153677 0.0041054 -0.00183574 0.00484178
internal_weight=0 0.00597668 0.00478763 0.00358063 0.0024652
internal_count=3121 2409 1909 1495 1271
is_linear=0
shrinkage=0.1


Tree=9734
num_leaves=6
num_cat=0
split_feature=484 49 13 1 16
split_gain=2.51093e-05 1.8617e-05 3.34206e-05 3.42402e-05 2.9254e-05
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decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
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leaf_value=0.00034088089438609725 0.000285569401901985 0.00019638132571307809 -4.8149516570739759e-05 -0.0004495117041171077 -0.00012835487788938864
leaf_weight=0.0010168006855914573 0.0010084849707166941 0.001016205810743763 0.0019955868089947086 0.0013838917096856435 0.0010265024378650037
leaf_count=388 406 524 1065 265 473
internal_value=0 -4.71731e-05 -9.28141e-05 -0.000212507 0.000105149
internal_weight=0 0.00643899 0.00542278 0.00337948 0.0020433
internal_count=3121 2715 2191 1330 861
is_linear=0
shrinkage=0.00196078


Tree=9735
num_leaves=7
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split_feature=484 2 0 16 4 1
split_gain=2.52714e-05 1.68766e-05 5.13806e-05 3.8513e-05 5.29685e-05 2.16546e-05
threshold=0.064170000000000019 0.10912000000000001 -0.15090499999999998 -0.15241499999999997 -0.084369999999999987 0.091345000000000023
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 4 5 -7
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leaf_weight=0.0012049605438992348 0.0010073127580787601 0.0010202768300382765 0.0010488280410053744 0.0010229558639062875 0.0010011401996503667 0.0011641476047837781
leaf_count=263 406 92 455 467 1053 385
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internal_weight=0 0.00646231 0.0020691 0.0043932 0.00318824 0.00216529
internal_count=3121 2715 547 2168 1905 1438
is_linear=0
shrinkage=0.00196078


Tree=9736
num_leaves=5
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split_feature=3 12 3 13
split_gain=8.95017e-06 1.81537e-05 3.34894e-05 3.10682e-05
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decision_type=2 2 2 2
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right_child=-2 3 -4 -5
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leaf_weight=0.0015714121263365798 0.0010899528066319756 0.0013984013850092849 0.0017814983864424445 0.0012329135583887003
leaf_count=652 192 1039 222 1016
internal_value=0 -0.00154403 0.00333522 -0.00776134
internal_weight=0 0.00598423 0.00335291 0.00263131
internal_count=3121 2929 874 2055
is_linear=0
shrinkage=0.1


Tree=9737
num_leaves=6
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split_feature=42 49 12 52 16
split_gain=8.97012e-06 1.47645e-05 2.26659e-05 4.9996e-05 2.21313e-05
threshold=-0.025789999999999997 -0.047584999999999995 0.09334000000000002 -0.0064899999999999992 -0.18708499999999997
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
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leaf_weight=0.0010997717862582766 0.0013966135977888363 0.0010282757478139982 0.001073676899611839 0.0010045186051493215 0.0014626135026433412
leaf_count=712 362 587 494 242 724
internal_value=0 0.00150617 -0.00124426 0.00265928 0.0103804
internal_weight=0 0.0059657 0.00456908 0.00349541 0.00246713
internal_count=3121 2409 2047 1553 966
is_linear=0
shrinkage=0.1


Tree=9738
num_leaves=5
num_cat=0
split_feature=484 48 3 1
split_gain=2.26088e-05 1.77034e-05 2.24592e-05 2.64403e-05
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decision_type=2 2 2 2
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right_child=-2 -3 3 -5
leaf_value=9.2233417683470462e-05 0.00026926146346358394 0.00013454785426517281 -0.00036021258685144694 -6.8899435928497185e-06
leaf_weight=0.0015139884331876754 0.0010140527457262868 0.0015721229264983785 0.0017580242947138613 0.0015169191920099321
leaf_count=874 435 336 983 493
internal_value=0 -4.59905e-05 -0.000105258 -0.000196557
internal_weight=0 0.00636105 0.00478893 0.00327494
internal_count=3121 2686 2350 1476
is_linear=0
shrinkage=0.00196078


Tree=9739
num_leaves=6
num_cat=0
split_feature=15 4 2 4 0
split_gain=9.10311e-06 2.59027e-05 2.20239e-05 2.73884e-05 1.96589e-05
threshold=-0.15914499999999995 0.098655000000000007 0.10644500000000001 -0.10429499999999998 -0.084269999999999984
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
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leaf_value=0.0084722745578859979 -0.014630426611436868 -0.01385242896928664 0.013300131599330651 -0.0044452637759943353 0.014338616180804451
leaf_weight=0.0010701271354437592 0.0011658400331839205 0.001329586280388163 0.0012542498290174968 0.0012010507104614307 0.0010393088943698454
leaf_count=351 248 278 403 877 964
internal_value=0 -0.00154086 0.00197153 -0.00219995 0.00426863
internal_weight=0 0.00599004 0.00466045 0.0034062 0.00224036
internal_count=3121 2770 2492 2089 1841
is_linear=0
shrinkage=0.1


Tree=9740
num_leaves=7
num_cat=0
split_feature=484 49 52 15 15 0
split_gain=3.65974e-05 1.85405e-05 3.67892e-05 5.97399e-05 5.19534e-05 2.46287e-05
threshold=0.073690000000000019 -0.081404999999999991 -0.07167999999999998 -0.11713499999999999 -0.031204999999999997 -0.077639999999999987
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 4 5 -7
leaf_value=0.00018340659739242874 0.00033695714595642103 -0.00043364118953781227 -0.00042388749812818092 0.00044941598930148301 0.00016592730279603359 -0.00023716979383275807
leaf_weight=0.0010071656261512827 0.0010205266248867594 0.0010653668660504292 0.0011170215873345874 0.0011012595235558036 0.0010148490246656863 0.0013686712697762685
leaf_count=213 394 591 317 415 818 373
internal_value=0 -6.17365e-05 -0.000105303 -2.92894e-05 9.71962e-05 -6.55402e-05
internal_weight=0 0.00667433 0.00566717 0.0046018 0.00348478 0.00238352
internal_count=3121 2727 2514 1923 1606 1191
is_linear=0
shrinkage=0.00196078


Tree=9741
num_leaves=6
num_cat=0
split_feature=484 49 52 15 1
split_gain=2.98784e-05 2.55526e-05 3.79804e-05 3.43307e-05 3.95346e-05
threshold=0.073690000000000019 -0.081404999999999991 -0.07167999999999998 -0.095869999999999983 0.08844500000000001
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.00023666700872055705 0.00031141913280875971 -0.00044105793133759056 -0.00024768390461700322 -7.7847806258665031e-05 0.00039582097757546211
leaf_weight=0.0010039097369863546 0.0010063373972999234 0.0010403650265547832 0.0016852076278570747 0.0017532009778565064 0.0011041131295739502
leaf_count=213 394 591 416 1080 427
internal_value=0 -5.13329e-05 -0.000103121 -2.57237e-05 0.000105186
internal_weight=0 0.0065868 0.00558289 0.00454252 0.00285731
internal_count=3121 2727 2514 1923 1507
is_linear=0
shrinkage=0.00196078


Tree=9742
num_leaves=7
num_cat=0
split_feature=484 49 52 15 15 43
split_gain=2.82166e-05 2.27e-05 4.00014e-05 4.29967e-05 6.39809e-05 2.51949e-05
threshold=0.073690000000000019 -0.081404999999999991 -0.07167999999999998 -0.11713499999999999 -0.031204999999999997 -0.0037449999999999996
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=0.00021241917331340322 0.00029418131802313915 -0.0004382680052918258 -0.00035304028081035272 0.00047194918503080203 -0.00033136584829449966 7.2744867272806705e-05
leaf_weight=0.0010573655372558737 0.0010440845251475468 0.0010910759509337739 0.0011407918703543996 0.0011221626242807945 0.0010072445713091879 0.0014428395863477273
leaf_count=213 394 591 317 415 732 459
internal_value=0 -5.18151e-05 -9.9952e-05 -2.16313e-05 8.42037e-05 -9.33875e-05
internal_weight=0 0.00686148 0.00580411 0.00471304 0.00357225 0.00245008
internal_count=3121 2727 2514 1923 1606 1191
is_linear=0
shrinkage=0.00196078


Tree=9743
num_leaves=5
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split_feature=4 4 3 13
split_gain=9.18675e-06 2.27126e-05 3.01009e-05 3.30152e-05
threshold=0.24564500000000003 0.055260000000000011 0.090900000000000009 -0.033284999999999988
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=-0.019046899659877246 0.0063435781448721784 -0.015267958722029665 0.013384181028891671 0.0031595819045325763
leaf_weight=0.0010253820618534289 0.0017122431099728498 0.001049014840532294 0.0013703222330469383 0.0019290350587337663
leaf_count=1220 426 279 203 993
internal_value=0 -0.00206766 0.00113423 -0.00454757
internal_weight=0 0.00537375 0.00432474 0.00295442
internal_count=3121 2695 2416 2213
is_linear=0
shrinkage=0.1


Tree=9744
num_leaves=5
num_cat=0
split_feature=51 160 43 16
split_gain=9.82101e-06 2.22605e-05 2.60497e-05 2.92157e-05
threshold=0.087505000000000013 -0.027994999999999996 -0.14968999999999996 -0.083539999999999989
decision_type=2 2 2 2
left_child=1 -1 -3 -4
right_child=-2 2 3 -5
leaf_value=0.013647806440336162 -0.0088833067216008022 0.012278889436944161 0.0027861875924036859 -0.014944419320798895
leaf_weight=0.0012115870842312072 0.0010649582864883265 0.0010645097189152467 0.0019997693889262482 0.0017361454957801493
leaf_count=691 435 187 716 1092
internal_value=0 0.00153568 -0.00152131 -0.00545354
internal_weight=0 0.00601201 0.00480042 0.00373591
internal_count=3121 2686 1995 1808
is_linear=0
shrinkage=0.1


Tree=9745
num_leaves=6
num_cat=0
split_feature=42 52 0 1 4
split_gain=7.97495e-06 1.61269e-05 4.39081e-05 2.97152e-05 4.42921e-05
threshold=-0.025789999999999997 0.10160000000000001 -0.062764999999999974 0.11181500000000001 0.0061450000000000003
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=-0.0078490030517083687 -0.010047514272322028 -0.0090192266103518194 0.020553205843145697 -0.015092656283556917 0.01686320582328658
leaf_weight=0.001101010961041083 0.0011251182816340015 0.0011869462623127396 0.0012005791627991312 0.001114947887350998 0.001340069629834216
leaf_count=712 1001 500 414 224 270
internal_value=0 0.00141364 0.00400389 -0.00154583 0.00458108
internal_weight=0 0.00596766 0.00478071 0.00358014 0.00246519
internal_count=3121 2409 1909 1495 1271
is_linear=0
shrinkage=0.1


Tree=9746
num_leaves=6
num_cat=0
split_feature=52 52 160 16 12
split_gain=3.55766e-05 3.40421e-05 3.9144e-05 5.87136e-05 4.63113e-05
threshold=0.11434500000000002 0.070205000000000017 -0.027994999999999996 -0.25582999999999995 0.088305000000000008
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.00032281383153764346 -0.00034403056863985249 0.00037606823085732183 0.00019689881077955581 -0.00046004546266129623 6.3491747993163033e-05
leaf_weight=0.0010979655144120991 0.0010047184517177907 0.0010485567007804796 0.0016993803006389945 0.0017495028142200377 0.0010332744636516529
leaf_count=469 501 562 305 630 654
internal_value=0 5.19148e-05 -8.99658e-06 -9.02781e-05 -0.000265651
internal_weight=0 0.00662868 0.00558012 0.00448216 0.00278278
internal_count=3121 2620 2058 1589 1284
is_linear=0
shrinkage=0.00196078


Tree=9747
num_leaves=6
num_cat=0
split_feature=484 13 1 2 15
split_gain=1.66582e-05 1.82535e-05 4.29788e-05 1.85895e-05 4.2022e-05
threshold=0.044540000000000003 -0.076599999999999988 0.08844500000000001 0.11215000000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -3
right_child=-2 3 -4 -5 -6
leaf_value=-0.00015897194200140764 0.00023101243838847372 0.00014862395843138481 0.00037132206951999441 -0.00034942546548677651 -0.0003243032179506931
leaf_weight=0.0012176369574297958 0.0010085957607645227 0.001784645052734065 0.001135616877584593 0.0010183477763024409 0.0012135396363811002
leaf_count=656 435 556 377 297 800
internal_value=0 -4.01962e-05 9.69337e-05 -0.000120539 -4.27972e-05
internal_weight=0 0.00636979 0.00235325 0.00401653 0.00299818
internal_count=3121 2686 1033 1653 1356
is_linear=0
shrinkage=0.00196078


Tree=9748
num_leaves=7
num_cat=0
split_feature=484 49 52 15 15 13
split_gain=2.88038e-05 3.14136e-05 4.05984e-05 4.34906e-05 6.20732e-05 2.51122e-05
threshold=0.073690000000000019 -0.081404999999999991 -0.07167999999999998 -0.11713499999999999 -0.031204999999999997 -0.0034749999999999994
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=0.00026357448055596127 0.0003020973989655889 -0.00045674133143981904 -0.00036970556746448454 0.00046696743699541895 8.9397320062384268e-05 -0.00031466523542839303
leaf_weight=0.0010273614072753602 0.0010212106452328375 0.0010511511147452421 0.0010957975918988853 0.0010855523912706149 0.0012685736518741827 0.0011077286391300387
leaf_count=213 394 591 317 415 886 305
internal_value=0 -5.16382e-05 -0.000109375 -2.9261e-05 7.85016e-05 -9.8959e-05
internal_weight=0 0.00663616 0.0056088 0.00455765 0.00346185 0.0023763
internal_count=3121 2727 2514 1923 1606 1191
is_linear=0
shrinkage=0.00196078


Tree=9749
num_leaves=6
num_cat=0
split_feature=484 13 1 52 15
split_gain=3.22327e-05 1.78318e-05 5.20766e-05 1.98494e-05 1.74436e-05
threshold=0.073690000000000019 -0.076599999999999988 0.08844500000000001 -1.0000000180025095e-35 -0.037864999999999989
decision_type=2 2 2 2 2
left_child=1 2 -1 -3 -5
right_child=-2 3 -4 4 -6
leaf_value=-0.00019535987687672719 0.00032445912937957566 -0.00030649234162734594 0.00038085957221187813 -0.00021537541486747326 0.00011014740289836327
leaf_weight=0.0012550585229515719 0.001006275985665322 0.0015447894997893457 0.0011606788240301348 0.0010873096629182969 0.0015143771046845929
leaf_count=676 394 600 383 325 743
internal_value=0 -5.24173e-05 8.14938e-05 -0.000130434 -2.58967e-05
internal_weight=0 0.00656221 0.00241574 0.00414648 0.00260169
internal_count=3121 2727 1059 1668 1068
is_linear=0
shrinkage=0.00196078


Tree=9750
num_leaves=5
num_cat=0
split_feature=3 0 3 16
split_gain=8.70938e-06 1.42592e-05 3.33758e-05 3.79916e-05
threshold=0.13524500000000003 -0.17169499999999996 -0.015584999999999998 0.013515000000000001
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=0.0068475081971763694 0.0081743178571447739 -0.0075911334773105868 -0.017823043206743765 0.014836704947074271
leaf_weight=0.0015178936521669777 0.0010937778146361135 0.0019333331822742035 0.0013059398920867863 0.0012395311245208226
leaf_count=173 192 1832 354 570
internal_value=0 -0.00152879 -0.00436756 0.00117067
internal_weight=0 0.0059967 0.0044788 0.00317286
internal_count=3121 2929 2756 2402
is_linear=0
shrinkage=0.1


Tree=9751
num_leaves=6
num_cat=0
split_feature=1 16 15 0 16
split_gain=1.77173e-05 4.10798e-05 2.95797e-05 3.81669e-05 4.44803e-05
threshold=0.10937500000000001 -0.071854999999999988 1.0000000180025095e-35 -0.11437499999999999 0.051380000000000002
decision_type=2 2 2 2 2
left_child=2 -2 3 -1 -5
right_child=1 -3 -4 4 -6
leaf_value=0.00028214566746103358 0.00037598443995153652 -0.0001240370757516725 -0.00031828129072783331 -0.00044203397123863242 0.00010304384993181781
leaf_weight=0.0013381817276781798 0.0012690091686506481 0.0012578381813441589 0.0013842425156101678 0.00101480488986587 0.0013298798330971659
leaf_count=236 305 243 1153 771 413
internal_value=0 0.000127079 -7.39196e-05 1.79262e-05 -0.000132872
internal_weight=0 0.00252685 0.00506711 0.00368287 0.00234468
internal_count=3121 548 2573 1420 1184
is_linear=0
shrinkage=0.00196078


Tree=9752
num_leaves=5
num_cat=0
split_feature=42 49 15 4
split_gain=8.21031e-06 2.46062e-05 2.02419e-05 3.04094e-05
threshold=0.091735000000000025 -0.0060549999999999988 -0.037864999999999989 -0.084369999999999987
decision_type=2 2 2 2
left_child=1 -1 -3 -4
right_child=-2 2 3 -5
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leaf_weight=0.0016750370134854106 0.0010305272576193198 0.0017736272177408504 0.001397177463622028 0.0012143803158901061
leaf_count=540 667 781 509 624
internal_value=0 0.00136859 0.00530677 0.0109058
internal_weight=0 0.00606022 0.00438518 0.00261156
internal_count=3121 2454 1914 1133
is_linear=0
shrinkage=0.1


Tree=9753
num_leaves=6
num_cat=0
split_feature=15 42 13 15 16
split_gain=8.86768e-06 2.51167e-05 3.00556e-05 2.88837e-05 1.34884e-05
threshold=1.0000000180025095e-35 0.079510000000000011 -0.013304999999999999 -0.037864999999999989 -0.088159999999999988
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=0.020699928974538189 -0.0065808199437645855 -0.0095415540060519201 0.0021432663698627767 0.014620068163461753 -0.014217607676665137
leaf_weight=0.0010245414660369728 0.0015998448362083036 0.0014248007787899938 0.001006904283253011 0.0010180171826221153 0.0010087123890646494
leaf_count=261 1216 910 197 245 292
internal_value=0 0.00188095 0.00589132 0.000890044 -0.00604451
internal_weight=0 0.00548298 0.00405818 0.00303363 0.00201562
internal_count=3121 1905 995 734 489
is_linear=0
shrinkage=0.1


Tree=9754
num_leaves=5
num_cat=0
split_feature=4 4 2 4
split_gain=9.1162e-06 1.92518e-05 2.83392e-05 2.39417e-05
threshold=0.24564500000000003 0.055260000000000011 0.10644500000000001 -0.084369999999999987
decision_type=2 2 2 2
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right_child=-2 -3 -4 -5
leaf_value=-0.014342594075821648 0.006333052509022323 -0.014221270282175735 0.014380247750948972 0.0033066057243406654
leaf_weight=0.00130806753036404 0.0017091517409550845 0.0010465847248551869 0.001145201912425768 0.0018637049338716427
leaf_count=518 426 279 348 1550
internal_value=0 -0.00205349 0.000896402 -0.00397208
internal_weight=0 0.00536356 0.00431697 0.00317177
internal_count=3121 2695 2416 2068
is_linear=0
shrinkage=0.1


Tree=9755
num_leaves=5
num_cat=0
split_feature=43 3 4 16
split_gain=9.00929e-06 2.824e-05 1.96525e-05 2.02572e-05
threshold=-0.04890499999999999 -0.077774999999999983 -0.062539999999999984 -0.074319999999999983
decision_type=2 2 2 2
left_child=1 -1 -2 -4
right_child=2 -3 3 -5
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leaf_weight=0.0015430203401517449 0.0014061772234198666 0.0010150478700572531 0.0017799868550187504 0.0013208177062952219
leaf_count=960 882 495 431 353
internal_value=0 0.00471557 -0.00271469 0.00173212
internal_weight=0 0.00255807 0.00450698 0.0031008
internal_count=3121 1455 1666 784
is_linear=0
shrinkage=0.1


Tree=9756
num_leaves=5
num_cat=0
split_feature=13 1 52 3
split_gain=7.5813e-06 3.60061e-05 2.27774e-05 2.00465e-05
threshold=-0.0034749999999999994 0.08844500000000001 -0.0064899999999999992 -0.0087149999999999988
decision_type=2 2 2 2
left_child=1 -1 -2 -4
right_child=2 -3 3 -5
leaf_value=-0.0071184234121159642 -0.012303695317260447 0.014435066196869196 -0.0069486335759105207 0.011458111688983641
leaf_weight=0.0015468472949263399 0.0015647970117564553 0.0015534424907097484 0.0010717925139900829 0.0013208408406202533
leaf_count=1392 436 745 415 133
internal_value=0 0.00368125 -0.00292259 0.00321271
internal_weight=0 0.00310029 0.00395743 0.00239263
internal_count=3121 2137 984 548
is_linear=0
shrinkage=0.1


Tree=9757
num_leaves=5
num_cat=0
split_feature=457 1 4 15
split_gain=8.54616e-06 1.84254e-05 3.28072e-05 2.6449e-05
threshold=0.069910000000000014 0.11588000000000001 -0.083854999999999985 -0.095244999999999982
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=0.0057022471496421942 0.0084793622620397309 0.0084702548380458462 -0.0018820502626906719 -0.021536145166914669
leaf_weight=0.0018661825800012138 0.0010131664144444399 0.0014299649442123591 0.0014008456660375074 0.0013393521563786969
leaf_count=604 267 382 374 1494
internal_value=0 -0.0014458 -0.00452405 -0.0114886
internal_weight=0 0.00603635 0.00460638 0.0027402
internal_count=3121 2854 2472 1868
is_linear=0
shrinkage=0.1


Tree=9758
num_leaves=6
num_cat=0
split_feature=52 13 47 4 43
split_gain=2.93904e-05 2.9337e-05 2.95041e-05 4.69599e-05 5.12814e-05
threshold=0.11434500000000002 -0.094514999999999988 0.092530000000000015 0.0061450000000000003 -0.084004999999999982
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.00025049335195812173 -0.00031713811541006341 0.00015300027747126437 -0.00033522323892726258 0.00031860520611064571 -0.00041231625841477133
leaf_weight=0.0018314175508133863 0.0010290512384057834 0.0012473589122758318 0.0010304096428701177 0.0014437507856623248 0.0012206533079390704
leaf_count=318 501 465 224 435 1178
internal_value=0 3.8514e-05 -4.0039e-05 3.77164e-05 -0.000126599
internal_weight=0 0.00677359 0.00494217 0.00391176 0.00246801
internal_count=3121 2620 2302 2078 1643
is_linear=0
shrinkage=0.00196078


Tree=9759
num_leaves=5
num_cat=0
split_feature=51 47 1 0
split_gain=7.46462e-06 1.86535e-05 4.05364e-05 2.03446e-05
threshold=0.087505000000000013 0.077555000000000013 0.077565000000000009 -0.10474999999999998
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=-0.0057590940449414249 -0.0077600264847428671 -0.0075692694506165146 0.021833162983711771 0.0030142238192752183
leaf_weight=0.0019645769175991729 0.0010603634362292254 0.0016876225092738494 0.0013323583770773531 0.0010098762562030241
leaf_count=1354 435 361 264 707
internal_value=0 0.00134213 0.00483407 0.0137192
internal_weight=0 0.00599443 0.00430681 0.00234223
internal_count=3121 2686 2325 971
is_linear=0
shrinkage=0.1


Tree=9760
num_leaves=5
num_cat=0
split_feature=13 1 3 15
split_gain=7.66168e-06 2.73232e-05 2.13115e-05 6.73868e-05
threshold=-0.0034749999999999994 0.08844500000000001 0.10893000000000001 -1.0000000180025095e-35
decision_type=2 2 2 2
left_child=1 -1 3 -2
right_child=2 -3 -4 -5
leaf_value=-0.0057088910201240784 0.014974233892835493 0.013082840374295912 -0.014988476227110742 -0.015869286150523288
leaf_weight=0.0015447988254853676 0.0016257766575800291 0.0015501873030287589 0.0010705044309317763 0.0012552645804579604
leaf_count=1392 425 745 106 453
internal_value=0 0.00370333 -0.00294078 0.00153577
internal_weight=0 0.00309499 0.00395155 0.00288104
internal_count=3121 2137 984 878
is_linear=0
shrinkage=0.1


Tree=9761
num_leaves=6
num_cat=0
split_feature=484 49 52 15 2
split_gain=3.62682e-05 1.99356e-05 3.99404e-05 5.56685e-05 2.69957e-05
threshold=0.073690000000000019 -0.081404999999999991 -0.07167999999999998 -0.095869999999999983 0.10097500000000002
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.00020650949891136975 0.00034841443902656767 -0.00043184102217428875 -0.00028793044008167058 0.00029439304204263998 -9.8604321777374988e-05
leaf_weight=0.0010245097171636235 0.0010360719869345275 0.0010716017557480442 0.0017579051833009791 0.0018760904147027344 0.0010470647826839067
leaf_count=213 394 591 416 1243 264
internal_value=0 -4.54883e-05 -9.03674e-05 -1.21963e-05 0.000153623
internal_weight=0 0.00677717 0.00575266 0.00468106 0.00292316
internal_count=3121 2727 2514 1923 1507
is_linear=0
shrinkage=0.00196078


Tree=9762
num_leaves=5
num_cat=0
split_feature=0 42 0 49
split_gain=9.74045e-06 1.62218e-05 2.7836e-05 3.06046e-05
threshold=0.041630000000000007 0.08623500000000002 -0.10151999999999999 -0.006494999999999999
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=-0.011573945589107244 0.0075520001132889621 0.0069869390875643995 -0.016324238218273592 0.0099278815822417162
leaf_weight=0.0011428740566074456 0.0013707502260621382 0.0015233269506495931 0.001438519025515251 0.0015731638494190683
leaf_count=180 252 1130 1264 295
internal_value=0 -0.00184025 -0.00507686 0.000880187
internal_weight=0 0.00567788 0.00415456 0.00271604
internal_count=3121 2869 1739 475
is_linear=0
shrinkage=0.1


Tree=9763
num_leaves=6
num_cat=0
split_feature=484 49 52 15 0
split_gain=1.89563e-05 3.31627e-05 4.04195e-05 5.34354e-05 3.02813e-05
threshold=0.073690000000000019 -0.081404999999999991 -0.07167999999999998 -0.095869999999999983 0.047850000000000011
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.00028723249080854046 0.00024927673406303962 -0.00043425515932972165 -0.0002883004654144398 0.00029010463308150081 -0.00012683386792608332
leaf_weight=0.0010309774218128587 0.0010249942917813356 0.0010919796173260591 0.0017367966994233227 0.0019260793496694655 0.0010267141992329515
leaf_count=213 394 591 416 1418 89
internal_value=0 -3.67329e-05 -9.45028e-05 -1.53909e-05 0.000145131
internal_weight=0 0.00681255 0.00578157 0.00468959 0.00295279
internal_count=3121 2727 2514 1923 1507
is_linear=0
shrinkage=0.00196078


Tree=9764
num_leaves=6
num_cat=0
split_feature=42 133 49 16 0
split_gain=8.91295e-06 2.65996e-05 3.24789e-05 3.93142e-05 2.71413e-05
threshold=0.091735000000000025 0.083950000000000011 -0.054319999999999993 0.051380000000000002 -0.10607499999999999
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.017252894988981089 -0.0086321873565421755 0.016050355061754302 0.0038324409491821312 0.017932715734423191 -0.016530796895544771
leaf_weight=0.0010442980513721608 0.0010251905421320377 0.0010342696106223209 0.0017230375356036022 0.0011724764279450873 0.0010554985222526135
leaf_count=207 667 694 284 323 946
internal_value=0 0.00145352 -0.00156873 0.00257678 -0.00390306
internal_weight=0 0.00602958 0.00499531 0.00395101 0.00277854
internal_count=3121 2454 1760 1553 1230
is_linear=0
shrinkage=0.1


Tree=9765
num_leaves=7
num_cat=0
split_feature=484 48 0 52 2 43
split_gain=2.98001e-05 1.53301e-05 7.49079e-05 3.41073e-05 3.98712e-05 3.38821e-05
threshold=0.073690000000000019 0.083985000000000018 -0.18113999999999997 -1.0000000180025095e-35 0.10097500000000002 -0.0037449999999999996
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=-0.00042677539661461063 0.00031317341338731893 -0.00026116242604608611 0.00046025778453203829 -0.00012683524240547956 -0.00032391939428600081 0.00035701626211581726
leaf_weight=0.0010399267571848288 0.001003839357594352 0.001158551736135806 0.0010593420134682294 0.0010455186276092357 0.0011103002600391671 0.0011894442080809906
leaf_count=686 394 81 455 753 309 443
internal_value=0 -4.94345e-05 8.34126e-05 -0.000116625 -2.02093e-05 0.00013067
internal_weight=0 0.00660308 0.00221789 0.00438519 0.00334526 0.00223496
internal_count=3121 2727 536 2191 1505 1196
is_linear=0
shrinkage=0.00196078


Tree=9766
num_leaves=5
num_cat=0
split_feature=49 15 3 43
split_gain=9.51576e-06 1.50285e-05 3.18936e-05 1.82926e-05
threshold=-0.043469999999999995 -0.037864999999999989 0.095270000000000007 -0.084004999999999982
decision_type=2 2 2 2
left_child=-1 2 -2 -3
right_child=1 3 -4 -5
leaf_value=0.0066913001829549991 0.0019402889609468812 0.012713901058255206 -0.021518614261008234 -0.0033228406899034483
leaf_weight=0.0016284948343047549 0.0013688879417013988 0.0011299571270007981 0.0010050581154295002 0.0019196777124832127
leaf_count=425 960 362 153 1221
internal_value=0 -0.00202524 -0.00799151 0.00261913
internal_weight=0 0.00542358 0.00237395 0.00304963
internal_count=3121 2696 1113 1583
is_linear=0
shrinkage=0.1


Tree=9767
num_leaves=5
num_cat=0
split_feature=42 51 2 2
split_gain=8.06294e-06 2.25406e-05 1.52932e-05 2.78556e-05
threshold=0.091735000000000025 -0.076794999999999988 0.086590000000000014 0.10613000000000002
decision_type=2 2 2 2
left_child=1 -1 -3 -4
right_child=-2 2 3 -5
leaf_value=-0.01225491562731164 -0.00820871403139776 -0.0044354034321993892 0.016761329487559106 -0.0009869989731093598
leaf_weight=0.0010086147729134569 0.0010253396266802451 0.0014721411777944989 0.0017307289934017679 0.0018081523914909871
leaf_count=436 667 891 746 381
internal_value=0 0.00138458 0.00412992 0.00769302
internal_weight=0 0.00601964 0.00501102 0.00353888
internal_count=3121 2454 2018 1127
is_linear=0
shrinkage=0.1


Tree=9768
num_leaves=7
num_cat=0
split_feature=484 48 0 16 4 52
split_gain=2.78471e-05 1.83448e-05 6.81215e-05 3.51523e-05 3.11516e-05 4.26215e-05
threshold=0.073690000000000019 0.083985000000000018 -0.18113999999999997 -0.15241499999999997 0.053180000000000012 0.090645000000000017
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=0.0001378904519158812 0.00029906629513135557 -0.00023164772186824988 0.00045782688410589683 -0.00065410942456588163 4.1906966514579601e-05 -8.9226720812292398e-05
leaf_weight=0.0013601378704661939 0.0010030572134211999 0.0011651306361815106 0.0010451580282215978 0.0010555098182051942 0.0010053274549192887 0.001000130672403544
leaf_count=353 394 81 455 1183 228 427
internal_value=0 -5.14787e-05 9.43775e-05 -0.000124398 -0.000240946 -0.000379277
internal_weight=0 0.00663139 0.00221029 0.00442111 0.00306097 0.00205564
internal_count=3121 2727 536 2191 1838 1610
is_linear=0
shrinkage=0.00196078


Tree=9769
num_leaves=6
num_cat=0
split_feature=484 48 16 16 2
split_gain=1.86514e-05 1.83131e-05 2.66156e-05 1.62745e-05 2.7273e-05
threshold=0.044540000000000003 0.092475000000000016 -0.15241499999999997 -0.008904999999999998 0.096540000000000015
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.00012708225673198792 0.00023942147857590191 0.00013677248702469077 -0.0003632917736100911 -0.00031954680994487422 0.0001255976684836661
leaf_weight=0.0013559706344134265 0.0010184596394556605 0.0015850910934423531 0.0013689051154854906 0.0010217616504999416 0.0010976094965716833
leaf_count=361 435 336 1243 420 326
internal_value=0 -4.61694e-05 -0.00010603 -0.000196646 -8.90092e-05
internal_weight=0 0.00642934 0.00484425 0.00348828 0.00211937
internal_count=3121 2686 2350 1989 746
is_linear=0
shrinkage=0.00196078


Tree=9770
num_leaves=6
num_cat=0
split_feature=49 42 4 1 4
split_gain=7.3446e-06 1.38756e-05 1.85107e-05 3.55417e-05 2.80331e-05
threshold=-0.043469999999999995 0.088915000000000008 -1.0000000180025095e-35 0.11146500000000002 -0.35136499999999998
decision_type=2 2 2 2 2
left_child=-1 2 4 -4 -2
right_child=1 -3 3 -5 -6
leaf_value=0.0058666939837664408 -0.005658102158573472 -0.012225146489508768 -0.019479795193793819 0.0065723452868093231 0.016601867304767412
leaf_weight=0.0016295864683888934 0.0010061311292118937 0.001031719270276954 0.0010223407226070133 0.0010735613804840642 0.0012925464595039547
leaf_count=425 193 802 350 204 1147
internal_value=0 -0.00178873 0.000661433 -0.00613539 0.00685868
internal_weight=0 0.0054263 0.00439458 0.0020959 0.00229868
internal_count=3121 2696 1894 554 1340
is_linear=0
shrinkage=0.1


Tree=9771
num_leaves=6
num_cat=0
split_feature=484 48 16 16 2
split_gain=2.02548e-05 1.64409e-05 2.33361e-05 1.83681e-05 2.39581e-05
threshold=0.044540000000000003 0.092475000000000016 -0.15241499999999997 -0.008904999999999998 0.096540000000000015
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.00012156949946479529 0.00025777138146420008 0.00013283361281270404 -0.00036022342782100969 -0.00028510234256752304 0.00013395878047636054
leaf_weight=0.0013473303145062369 0.0010162231402511494 0.0015866340485602834 0.0013591411659642787 0.0010110403156613312 0.0010899870433888747
leaf_count=361 435 336 1243 420 326
internal_value=0 -4.02367e-05 -9.73556e-05 -0.000182601 -6.76986e-05
internal_weight=0 0.00639413 0.0048075 0.00346017 0.00210103
internal_count=3121 2686 2350 1989 746
is_linear=0
shrinkage=0.00196078


Tree=9772
num_leaves=5
num_cat=0
split_feature=4 4 2 2
split_gain=8.49961e-06 1.72706e-05 3.03586e-05 2.07506e-05
threshold=0.24564500000000003 0.055260000000000011 0.10644500000000001 0.090050000000000005
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=0.0030059287701241248 0.0061255464965257753 -0.01351318454672603 0.014769873133028188 -0.013313742861537879
leaf_weight=0.0017551028514473258 0.0017069499652970664 0.0010446138112039536 0.0011450073206099656 0.0014011056007235702
leaf_count=1490 426 279 348 578
internal_value=0 -0.00197962 0.000821481 -0.00423871
internal_weight=0 0.00534583 0.00430122 0.00315621
internal_count=3121 2695 2416 2068
is_linear=0
shrinkage=0.1


Tree=9773
num_leaves=6
num_cat=0
split_feature=16 4 2 2 12
split_gain=7.24424e-06 1.61863e-05 2.16105e-05 2.65675e-05 2.43743e-05
threshold=-0.5048999999999999 0.098655000000000007 0.10981000000000002 0.092875000000000013 0.084100000000000022
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.007497492716595635 0.012812021199786758 -0.011367337868213086 0.013657562024393461 -0.015217028329281918 -0.007056525015393506
leaf_weight=0.0010854546279157771 0.0012987006928205284 0.0012764159993651457 0.0010916241691490726 0.0011162200283793061 0.0011770613384823158
leaf_count=222 401 340 351 480 1327
internal_value=0 -0.00138474 0.00133581 -0.00240885 0.00336584
internal_weight=0 0.00596002 0.00468361 0.00359198 0.00247576
internal_count=3121 2899 2559 2208 1728
is_linear=0
shrinkage=0.1


Tree=9774
num_leaves=6
num_cat=0
split_feature=484 48 16 16 12
split_gain=2.18399e-05 1.68337e-05 2.52e-05 1.85283e-05 3.4021e-05
threshold=0.064170000000000019 0.092475000000000016 -0.15241499999999997 -0.008904999999999998 0.051320000000000005
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.00012905520756054928 0.00027022816598680505 0.00013411896881896423 -0.00036213682314591936 0.0001922917325811318 -0.00030404761366789715
leaf_weight=0.0013564755381461871 0.0010029342817582309 0.0015946922586507753 0.0013848066890323851 0.001001552963015716 0.0011299617202701904
leaf_count=364 406 336 1260 192 563
internal_value=0 -4.07457e-05 -9.79727e-05 -0.000185552 -7.08284e-05
internal_weight=0 0.00646749 0.0048728 0.00351632 0.00213151
internal_count=3121 2715 2379 2015 755
is_linear=0
shrinkage=0.00196078


Tree=9775
num_leaves=6
num_cat=0
split_feature=484 151 16 1 3
split_gain=1.8248e-05 2.52891e-05 4.23855e-05 3.84509e-05 3.52415e-05
threshold=0.044540000000000003 -0.0083949999999999979 -0.056919999999999991 0.095285000000000022 -0.020429999999999997
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -4
right_child=-2 2 4 -5 -6
leaf_value=-0.00028742392476570317 0.00024056701276264859 -7.462822643683428e-05 7.6477231011649825e-05 0.00038940019151397745 -0.00040120197501354832
leaf_weight=0.0012870872800632574 0.0010212463632421074 0.0012315205082959722 0.0011398528466858772 0.0015515029484768092 0.0012395274726544616
leaf_count=439 435 1047 715 302 183
internal_value=0 -4.15255e-05 1.97817e-05 0.000184062 -0.000172368
internal_weight=0 0.00644949 0.0051624 0.00278302 0.00237938
internal_count=3121 2686 2247 1349 898
is_linear=0
shrinkage=0.00196078


Tree=9776
num_leaves=5
num_cat=0
split_feature=151 4 1 4
split_gain=8.4171e-06 4.14773e-05 3.48233e-05 1.56976e-05
threshold=-0.0083949999999999979 0.24564500000000003 0.090840000000000018 -0.083854999999999985
decision_type=2 2 2 2
left_child=-1 2 3 -2
right_child=1 -3 -4 -5
leaf_value=-0.0069609813686233799 0.010141495920550969 0.018258696700336155 -0.014061551044205393 -0.005303737730370215
leaf_weight=0.0013987950615576682 0.0016996066936967463 0.0011937190860861844 0.0016861924091648869 0.0010737490753079499
leaf_count=554 473 330 542 1222
internal_value=0 0.0017029 -0.00272871 0.00416163
internal_weight=0 0.00565327 0.00445955 0.00277336
internal_count=3121 2567 2237 1695
is_linear=0
shrinkage=0.1


Tree=9777
num_leaves=5
num_cat=0
split_feature=0 52 16 48
split_gain=7.40217e-06 2.65703e-05 4.61395e-05 1.28916e-05
threshold=-0.14920999999999998 -0.057699999999999994 -0.056919999999999991 0.086035000000000014
decision_type=2 2 2 2
left_child=3 -2 -3 -1
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leaf_value=0.0031391020367042134 0.013098659238211225 0.0075929460338028942 -0.015696345624795893 -0.012620700235530436
leaf_weight=0.0010021436961554931 0.0015196407202709545 0.001910713950939029 0.0015333170612471282 0.0010767072834626818
leaf_count=194 851 1345 639 92
internal_value=0 0.00208429 -0.00277568 -0.00502343
internal_weight=0 0.00496367 0.00344403 0.00207885
internal_count=3121 2835 1984 286
is_linear=0
shrinkage=0.1


Tree=9778
num_leaves=6
num_cat=0
split_feature=49 15 15 43 13
split_gain=1.54407e-05 1.60747e-05 2.8917e-05 2.31031e-05 5.10865e-05
threshold=-0.043469999999999995 -0.037864999999999989 -0.15026499999999995 -0.084004999999999982 -0.095304999999999987
decision_type=2 2 2 2 2
left_child=-1 2 -2 -3 -5
right_child=1 3 -4 4 -6
leaf_value=0.00015811448808549861 6.8592044080595615e-05 0.0002545591439945839 -0.00035449020701383566 0.00021616062860885894 -0.00040222356656647711
leaf_weight=0.0017527561210805174 0.0011039573476797986 0.0012049454483732728 0.0014200374800890161 0.0010463172659896547 0.0010088795126822028
leaf_count=425 351 362 762 111 1110
internal_value=0 -5.19627e-05 -0.00016944 3.89883e-05 -8.73992e-05
internal_weight=0 0.00578414 0.00252399 0.00326014 0.0020552
internal_count=3121 2696 1113 1583 1221
is_linear=0
shrinkage=0.00196078


Tree=9779
num_leaves=6
num_cat=0
split_feature=484 12 13 52 16
split_gain=2.2415e-05 1.79403e-05 4.56041e-05 2.90039e-05 4.48651e-05
threshold=0.073690000000000019 0.098810000000000023 -0.076599999999999988 -1.0000000180025095e-35 -0.074319999999999983
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.0002397000052372664 0.00026797448779667667 -0.00025392142710606498 -0.00037123405056647973 -0.00028036408659311122 0.00028386800075231125
leaf_weight=0.0020028263695192495 0.0010174253267461819 0.0012724729348024492 0.0012470209644595649 0.001074717108288725 0.0010927019990492888
leaf_count=1002 394 442 455 608 220
internal_value=0 -4.44107e-05 4.80167e-06 -0.000132984 4.09291e-06
internal_weight=0 0.00668974 0.00541727 0.00341444 0.00216742
internal_count=3121 2727 2285 1283 828
is_linear=0
shrinkage=0.00196078


Tree=9780
num_leaves=5
num_cat=0
split_feature=3 52 0 0
split_gain=7.67437e-06 1.54544e-05 4.03715e-05 3.43878e-05
threshold=0.13524500000000003 -0.069804999999999992 -0.17169499999999996 -0.060129999999999996
decision_type=2 2 2 2
left_child=1 -1 -3 -4
right_child=-2 2 3 -5
leaf_value=-0.0089837384090082194 0.0077442792360797362 0.019205655611962771 -0.012242222348040316 0.0093226441091033355
leaf_weight=0.0018601201286435531 0.0010789498414665415 0.0010242897249609496 0.0018670561893063596 0.0012243666259872936
leaf_count=817 192 126 1734 252
internal_value=0 -0.00141926 0.00199955 -0.0037014
internal_weight=0 0.00597583 0.00411571 0.00309142
internal_count=3121 2929 2112 1986
is_linear=0
shrinkage=0.1


Tree=9781
num_leaves=7
num_cat=0
split_feature=484 49 52 15 15 3
split_gain=2.39736e-05 3.29871e-05 4.82531e-05 5.03496e-05 7.19543e-05 3.1537e-05
threshold=0.073690000000000019 -0.081404999999999991 -0.07167999999999998 -0.11713499999999999 -0.031204999999999997 -0.020429999999999997
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=0.00028332417356855639 0.00028122306732677619 -0.00047721531207369389 -0.00037617060269746702 0.00051465127780530239 0.00011077051187122135 -0.00034336983827190745
leaf_weight=0.0010173665601438744 0.0010178670647373721 0.0010605779380571494 0.0011149172054215539 0.0011104748715227509 0.0013323778285289248 0.0010521356964590307
leaf_count=213 394 591 317 415 1088 103
internal_value=0 -4.17854e-05 -0.000100115 -1.33572e-05 0.000102382 -8.9613e-05
internal_weight=0 0.00668785 0.00567048 0.00460991 0.00349499 0.00238451
internal_count=3121 2727 2514 1923 1606 1191
is_linear=0
shrinkage=0.00196078


Tree=9782
num_leaves=6
num_cat=0
split_feature=52 0 4 49 16
split_gain=3.9708e-05 5.36113e-05 4.72986e-05 3.87404e-05 2.22616e-05
threshold=0.11434500000000002 -0.077999999999999986 -0.35136499999999998 -0.043469999999999995 -0.083539999999999989
decision_type=2 2 2 2 2
left_child=1 3 -3 -1 -5
right_child=-2 2 -4 4 -6
leaf_value=0.00018736622012731024 -0.00036143852210403812 -3.9084121104203733e-05 0.00048269608123072713 -8.1786571841640954e-05 -0.00044448474075373053
leaf_weight=0.0013125712924005641 0.0010187312115836058 0.0011456578654011167 0.0016018022379759257 0.0016797649892134824 0.0010619279146626534
leaf_count=265 501 202 681 658 814
internal_value=0 5.36548e-05 0.00026512 -8.96492e-05 -0.000222269
internal_weight=0 0.00680172 0.00274746 0.00405426 0.00274169
internal_count=3121 2620 883 1737 1472
is_linear=0
shrinkage=0.00196078


Tree=9783
num_leaves=5
num_cat=0
split_feature=0 52 16 48
split_gain=7.85899e-06 2.34444e-05 4.17191e-05 1.09166e-05
threshold=-0.14920999999999998 -0.057699999999999994 -0.056919999999999991 0.086035000000000014
decision_type=2 2 2 2
left_child=3 -2 -3 -1
right_child=1 2 -4 -5
leaf_value=0.0023426055545368494 0.012461323558151516 0.0074163782965749429 -0.014684108118090931 -0.012138665097637363
leaf_weight=0.0010033928622532676 0.0015269566969939139 0.0019199638156200333 0.0015386518239202402 0.0010818036070821633
leaf_count=194 851 1345 639 92
internal_value=0 0.00214085 -0.00241558 -0.0051703
internal_weight=0 0.00498557 0.00345862 0.0020852
internal_count=3121 2835 1984 286
is_linear=0
shrinkage=0.1


Tree=9784
num_leaves=6
num_cat=0
split_feature=160 52 0 42 3
split_gain=7.94353e-06 2.91627e-05 3.39444e-05 3.24497e-05 1.28649e-05
threshold=-1.0000000180025095e-35 0.096795000000000006 -0.053834999999999994 0.08623500000000002 0.090900000000000009
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=-0.0062605097901291184 -0.011019669014574981 0.016295156948635391 -0.018019174666051987 0.017236459107223628 0.0039661799166403897
leaf_weight=0.0015802790414245647 0.0011887161162441498 0.001105939659061082 0.0010041449801353446 0.0010780144119852202 0.0011057015112113956
leaf_count=970 888 253 339 505 166
internal_value=0 0.00178657 -0.00187968 0.00292587 -0.00379785
internal_weight=0 0.00548252 0.00437658 0.00337243 0.00229442
internal_count=3121 2151 1898 1559 1054
is_linear=0
shrinkage=0.1


Tree=9785
num_leaves=6
num_cat=0
split_feature=484 3 12 42 1
split_gain=2.19259e-05 1.63192e-05 3.28685e-05 3.90142e-05 2.26248e-05
threshold=0.052175000000000006 0.10893000000000001 0.084100000000000022 0.08623500000000002 0.093575000000000019
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=1.2840654504624891e-05 0.00026928084562913106 -0.00021224947274233643 -0.00041667355677768244 7.5407532885145791e-05 0.00040372515205908403
leaf_weight=0.0013066112601663594 0.0010003335208120905 0.0016311199251045575 0.0011041169500089147 0.0014111834829047306 0.0010089012264187678
leaf_count=343 427 225 972 851 303
internal_value=0 -4.2673e-05 1.45843e-05 -0.000140597 0.000183155
internal_weight=0 0.00646193 0.00483081 0.0025153 0.00231551
internal_count=3121 2694 2469 1823 646
is_linear=0
shrinkage=0.00196078


Tree=9786
num_leaves=6
num_cat=0
split_feature=484 151 16 3 52
split_gain=3.39918e-05 3.32916e-05 4.91771e-05 4.81025e-05 4.70131e-05
threshold=0.073690000000000019 -0.0083949999999999979 -0.056919999999999991 -1.0000000180025095e-35 0.091275000000000009
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -4
right_child=-2 2 4 -5 -6
leaf_value=-0.00033240339486161161 0.00032258078865768922 -4.2583763855722349e-05 -0.00043584633126265878 0.00046386236035234914 0.00010295513858402202
leaf_weight=0.0013687667347367588 0.0010333488190332734 0.0016199786963622894 0.0013722161822899241 0.0012993945288492911 0.0011397620308271066
leaf_count=444 394 1182 724 175 202
internal_value=0 -5.91105e-05 9.76265e-06 0.000182832 -0.000191375
internal_weight=0 0.00680012 0.00543135 0.00291937 0.00251198
internal_count=3121 2727 2283 1357 926
is_linear=0
shrinkage=0.00196078


Tree=9787
num_leaves=6
num_cat=0
split_feature=151 48 1 1 4
split_gain=7.75865e-06 2.50059e-05 4.76239e-05 3.45066e-05 2.17149e-05
threshold=-0.067694999999999991 0.093265000000000015 0.111945 0.090740000000000015 -0.083854999999999985
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=-0.0076821611673072131 0.006456463315819002 0.014956428601804465 0.016287736008035771 -0.022867871608985221 -0.011670860307588007
leaf_weight=0.0011137048224918586 0.0015549017359253686 0.0011091976093644193 0.0011304590294483816 0.0010154092399168751 0.0011492680097334835
leaf_count=486 453 255 325 413 1189
internal_value=0 0.00141096 -0.00168688 -0.00714974 -0.00124762
internal_weight=0 0.00595924 0.00485004 0.00371958 0.00270417
internal_count=3121 2635 2380 2055 1642
is_linear=0
shrinkage=0.1


Tree=9788
num_leaves=6
num_cat=0
split_feature=484 13 12 2 15
split_gain=3.16224e-05 2.55822e-05 3.88635e-05 2.65262e-05 4.63214e-05
threshold=0.073690000000000019 -0.076599999999999988 0.088615000000000013 0.11215000000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -3
right_child=-2 3 -4 -5 -6
leaf_value=0.00035254622676960176 0.00031553794228418266 0.00014077123959937141 -0.00013906309027262236 -0.00041177572584210118 -0.0003434980252239588
leaf_weight=0.0012304881611166943 0.0010340807472774792 0.0018793037295118701 0.001242553713837267 0.0010733913549570177 0.0012743294835208432
leaf_count=708 394 562 351 300 806
internal_value=0 -5.28597e-05 0.000105542 -0.000145534 -5.49137e-05
internal_weight=0 0.00670007 0.00247304 0.00422702 0.00315363
internal_count=3121 2727 1059 1668 1368
is_linear=0
shrinkage=0.00196078


Tree=9789
num_leaves=5
num_cat=0
split_feature=484 49 3 3
split_gain=2.56972e-05 2.51025e-05 4.56868e-05 6.70972e-05
threshold=0.073690000000000019 -0.043469999999999995 0.10893000000000001 -0.078934999999999991
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=0.00015968494131576006 0.00028744312963193953 -0.00029409827301817758 -0.00042299610443847488 0.00024254019495209442
leaf_weight=0.001667343411369023 0.0010077331839685819 0.001648803919958385 0.0013709650633119464 0.0019613686297464926
leaf_count=367 394 1371 163 826
internal_value=0 -4.85619e-05 -0.000118269 -2.54826e-06
internal_weight=0 0.00664848 0.00498114 0.00361017
internal_count=3121 2727 2360 2197
is_linear=0
shrinkage=0.00196078


Tree=9790
num_leaves=6
num_cat=0
split_feature=457 13 42 1 1
split_gain=8.72913e-06 1.56389e-05 3.16483e-05 2.62121e-05 4.10451e-05
threshold=0.069910000000000014 -0.0030199999999999997 0.075730000000000006 0.086560000000000012 0.111945
decision_type=2 2 2 2 2
left_child=1 2 -1 -3 -5
right_child=-2 3 -4 4 -6
leaf_value=0.015405600440828088 0.0085554041898199817 0.0066891543058750962 -0.0056602194275052007 -0.026873749046120967 0.00081848949068320451
leaf_weight=0.0013037085576163409 0.0010154087998989385 0.0010462389226505685 0.0015744473407191635 0.0010398934169113863 0.0011029003446902024
leaf_count=638 267 413 1368 276 159
internal_value=0 -0.00146229 0.00388189 -0.0062855 -0.0126205
internal_weight=0 0.00606719 0.00287816 0.00318903 0.00214279
internal_count=3121 2854 2006 848 435
is_linear=0
shrinkage=0.1


Tree=9791
num_leaves=5
num_cat=0
split_feature=4 15 15 16
split_gain=8.36623e-06 2.46071e-05 4.54373e-05 3.43047e-05
threshold=-0.35136499999999998 -0.016799999999999995 0.035560000000000008 -0.090344999999999995
decision_type=2 2 2 2
left_child=-1 3 -3 -2
right_child=1 2 -4 -5
leaf_value=-0.0074016781616977369 0.0054246679061789073 0.024423291438365257 -0.003279490461697654 -0.014657571692790188
leaf_weight=0.0012627436289385612 0.0018406526364700055 0.0010898863805852488 0.0012961889314275917 0.0015814133903267595
leaf_count=236 581 311 1142 851
internal_value=0 0.00157934 0.00937429 -0.00385579
internal_weight=0 0.00580814 0.00238608 0.00342207
internal_count=3121 2885 1453 1432
is_linear=0
shrinkage=0.1


Tree=9792
num_leaves=5
num_cat=0
split_feature=49 2 13 13
split_gain=8.04209e-06 1.80128e-05 3.17021e-05 4.09649e-05
threshold=-0.043469999999999995 0.11389000000000002 0.0076650000000000008 -0.033284999999999988
decision_type=2 2 2 2
left_child=-1 2 3 -2
right_child=1 -3 -4 -5
leaf_value=0.0061400092760836291 -0.0035277283831707503 -0.012661774501757088 -0.012883670466740122 0.019808585309771871
leaf_weight=0.0016294892519874279 0.0017457591757334395 0.0012038340205703735 0.0011593486924613718 0.0013217454346047147
leaf_count=425 1261 404 372 659
internal_value=0 -0.00187011 0.00120342 0.00652757
internal_weight=0 0.00543069 0.00422685 0.0030675
internal_count=3121 2696 2292 1920
is_linear=0
shrinkage=0.1


Tree=9793
num_leaves=6
num_cat=0
split_feature=484 0 15 15 49
split_gain=1.83922e-05 1.92247e-05 3.5064e-05 4.79798e-05 2.9609e-05
threshold=0.064170000000000019 -0.11756999999999999 -0.031204999999999997 0.040760000000000005 -0.026779999999999995
decision_type=2 2 2 2 2
left_child=1 4 -3 -4 -1
right_child=-2 2 3 -5 -6
leaf_value=7.617555900155637e-05 0.00024573459556498568 0.00028554979763175639 -0.00031307981684495991 0.00021957329989596969 -0.00036696379270656065
leaf_weight=0.0010027044670116131 0.001003154574214407 0.0014612321881340936 0.0015669408310255224 0.0011112786511417345 0.0013741385159172959
leaf_count=153 406 911 373 1014 264
internal_value=0 -3.94693e-05 4.12335e-05 -9.20651e-05 -0.000180019
internal_weight=0 0.00651629 0.00413945 0.00267822 0.00237684
internal_count=3121 2715 2298 1387 417
is_linear=0
shrinkage=0.00196078


Tree=9794
num_leaves=5
num_cat=0
split_feature=0 52 16 48
split_gain=7.19248e-06 1.91814e-05 3.69692e-05 9.57866e-06
threshold=-0.14920999999999998 -0.057699999999999994 -0.056919999999999991 0.086425000000000016
decision_type=2 2 2 2
left_child=3 -2 -3 -1
right_child=1 2 -4 -5
leaf_value=0.0020867082634000627 0.011387970608338819 0.0071637371551960694 -0.013650787557581243 -0.011499635737895322
leaf_weight=0.0010004027855116671 0.0015241396621117416 0.001921767086149558 0.0015347946029825258 0.0010781847572941591
leaf_count=197 851 1345 639 89
internal_value=0 0.00204243 -0.0020784 -0.00496067
internal_weight=0 0.0049807 0.00345656 0.00207859
internal_count=3121 2835 1984 286
is_linear=0
shrinkage=0.1


Tree=9795
num_leaves=6
num_cat=0
split_feature=484 0 16 52 15
split_gain=1.41957e-05 2.26686e-05 3.79095e-05 3.64837e-05 2.21025e-05
threshold=0.044540000000000003 -0.11756999999999999 -0.056919999999999991 0.091275000000000009 -0.095869999999999983
decision_type=2 2 2 2 2
left_child=1 4 -3 -4 -1
right_child=-2 2 3 -5 -6
leaf_value=-0.00036342380931158919 0.00021396309876956277 0.00026555071473080994 -0.00034621409587597628 0.00014533110072793915 1.4031060368392544e-05
leaf_weight=0.0012719132761039439 0.0010216858703945451 0.0018158826651587991 0.0012206851927264366 0.0011070218403139976 0.0011231180198907368
leaf_count=185 435 1235 833 202 231
internal_value=0 -3.45654e-05 5.32087e-05 -0.000112443 -0.000186421
internal_weight=0 0.00653862 0.00414359 0.00232771 0.00239503
internal_count=3121 2686 2270 1035 416
is_linear=0
shrinkage=0.00196078


Tree=9796
num_leaves=5
num_cat=0
split_feature=52 4 1 4
split_gain=7.89593e-06 2.3659e-05 2.84896e-05 2.60354e-05
threshold=-0.088204999999999992 -0.0016099999999999997 0.10937500000000001 -0.27825499999999997
decision_type=2 2 2 2
left_child=-1 3 -3 -2
right_child=1 2 -4 -5
leaf_value=-0.0066371151398083826 -0.0027826847100297122 -0.013750134658327013 0.0054664898266749747 0.017656049462890681
leaf_weight=0.0014359838073435272 0.0010978828303634175 0.00155432123667606 0.0015318177533759881 0.0014416001092488087
leaf_count=680 110 545 350 1436
internal_value=0 0.00167083 -0.00421188 0.00881987
internal_weight=0 0.00562562 0.00308614 0.00253948
internal_count=3121 2441 895 1546
is_linear=0
shrinkage=0.1


Tree=9797
num_leaves=6
num_cat=0
split_feature=15 151 0 42 1
split_gain=9.1202e-06 2.66411e-05 5.09221e-05 2.92657e-05 1.05776e-05
threshold=1.0000000180025095e-35 -0.044604999999999992 -0.15350499999999997 0.079510000000000011 0.083835000000000007
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.012514298766994877 -0.0067076545010446758 0.024704882382899057 0.012619014409876958 -0.014725195982181942 -0.0007631852472971927
leaf_weight=0.0010369830679458365 0.0015805786653915804 0.0010355061927737746 0.001107167692618195 0.0010271176052955851 0.0012660751497979078
leaf_count=470 1216 118 294 620 403
internal_value=0 0.00191592 0.00528931 -0.000623285 0.00547989
internal_weight=0 0.00547285 0.00443587 0.00340036 0.00237324
internal_count=3121 1905 1435 1317 697
is_linear=0
shrinkage=0.1


Tree=9798
num_leaves=5
num_cat=0
split_feature=43 3 4 16
split_gain=7.94637e-06 3.08743e-05 2.19509e-05 2.4557e-05
threshold=-0.04890499999999999 -0.077774999999999983 -0.062539999999999984 -0.074319999999999983
decision_type=2 2 2 2
left_child=1 -1 -2 -4
right_child=2 -3 3 -5
leaf_value=-0.0045019220394637086 -0.01286754690438263 0.017929575162430926 -0.0055196989154200739 0.012569872305900946
leaf_weight=0.0015409901650420867 0.001412836202867336 0.0010195655774909943 0.001759397931542981 0.0013086179504530984
leaf_count=960 882 495 431 353
internal_value=0 0.00442988 -0.00255351 0.00219615
internal_weight=0 0.00256056 0.00448085 0.00306802
internal_count=3121 1455 1666 784
is_linear=0
shrinkage=0.1


Tree=9799
num_leaves=6
num_cat=0
split_feature=42 160 52 49 0
split_gain=8.42839e-06 2.29649e-05 2.14652e-05 3.45247e-05 1.52871e-05
threshold=-0.025789999999999997 -1.0000000180025095e-35 0.077655000000000016 -0.043469999999999995 -0.10224499999999999
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0081043820612918243 -0.0099212995757567493 0.014529686944782566 0.015754726141162571 -0.015045347047147412 0.0018967090790960501
leaf_weight=0.0010880249932992145 0.0013640623160956905 0.0011497407130810853 0.0012965876121490303 0.0011166063851543715 0.0010182799374553911
leaf_count=712 837 252 421 193 706
internal_value=0 0.00146858 0.00485994 0.000559279 -0.00696447
internal_weight=0 0.00594528 0.00458121 0.00328463 0.00213489
internal_count=3121 2409 1572 1151 899
is_linear=0
shrinkage=0.1


Tree=9800
num_leaves=6
num_cat=0
split_feature=16 1 47 4 3
split_gain=1.13463e-05 5.14743e-05 3.14093e-05 2.71389e-05 2.04137e-05
threshold=0.38525000000000004 0.077565000000000009 0.096175000000000024 0.053180000000000012 -0.0025099999999999996
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.00031522620592261999 0.0001879840598125176 0.00021302020425098694 -0.00022496638127220942 0.0003709619710571442 -0.00017231313352212082
leaf_weight=0.0018207164273974568 0.0010030501808348342 0.0010622138576740533 0.0010411961597155401 0.0014305854338029322 0.001052144638854006
leaf_count=1511 311 591 184 338 186
internal_value=0 -3.62899e-05 7.4449e-05 0.000162391 2.12711e-05
internal_weight=0 0.00640686 0.00458614 0.00354494 0.00211436
internal_count=3121 2810 1299 1115 777
is_linear=0
shrinkage=0.00196078


Tree=9801
num_leaves=6
num_cat=0
split_feature=16 0 15 4 43
split_gain=8.07839e-06 1.57909e-05 2.66053e-05 3.57623e-05 3.82507e-05
threshold=-0.5048999999999999 -0.14920999999999998 -0.053579999999999996 -0.076779999999999987 -0.0030899999999999994
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=0.0079233224270381097 -0.011164904375580568 0.013042457828033411 0.016682366089220562 -0.018032800289724024 -0.01000573051976807
leaf_weight=0.0010840031091261483 0.0013085394338473739 0.0013583575266682183 0.0011261094463238235 0.0011269560010058566 0.0010266346421810013
leaf_count=222 181 1019 601 705 393
internal_value=0 -0.0014633 0.00127383 -0.0036004 0.00395492
internal_weight=0 0.0059466 0.00463806 0.0032797 0.00215274
internal_count=3121 2899 2718 1699 994
is_linear=0
shrinkage=0.1


Tree=9802
num_leaves=5
num_cat=0
split_feature=42 160 2 4
split_gain=7.26221e-06 1.83889e-05 1.89143e-05 6.35594e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.11411 0.0052350000000000009
decision_type=2 2 2 2
left_child=-1 -2 3 -3
right_child=1 2 -4 -5
leaf_value=-0.007464970967275714 -0.0088179021753237701 -0.004271825937559229 -0.0073080119414062885 0.022814291173584397
leaf_weight=0.0011027351251989897 0.0013625112408907894 0.0019177046165988173 0.0010556220719571806 0.0015802022854535837
leaf_count=862 828 880 279 272
internal_value=0 0.00137425 0.00442395 0.0079645
internal_weight=0 0.00591604 0.00455353 0.00349791
internal_count=3121 2259 1431 1152
is_linear=0
shrinkage=0.1


Tree=9803
num_leaves=6
num_cat=0
split_feature=0 15 16 2 4
split_gain=8.19552e-06 1.41619e-05 5.08085e-05 1.89098e-05 1.82476e-05
threshold=-1.0000000180025095e-35 -0.016799999999999995 -0.056919999999999991 0.10444500000000002 -0.036839999999999991
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -3
right_child=-2 4 -4 -5 -6
leaf_value=-0.0065627197191094255 0.0063307116640870563 -0.0047378180737619848 -0.023810844105862792 0.011382247026541606 0.014321874125880632
leaf_weight=0.0011675083275022946 0.0015784128886026805 0.001002943078332692 0.0010718682852171738 0.0011814641086784344 0.0010063074163421445
leaf_count=414 325 1095 685 274 328
internal_value=0 -0.00185558 -0.00576946 0.00246307 0.00480799
internal_weight=0 0.00543009 0.00342084 0.00234897 0.00200925
internal_count=3121 2796 1373 688 1423
is_linear=0
shrinkage=0.1


Tree=9804
num_leaves=5
num_cat=0
split_feature=15 1 47 3
split_gain=8.42703e-06 2.60702e-05 4.13644e-05 1.79957e-05
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.087235000000000021 0.083060000000000009
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=-0.0095520986285818465 -0.006460829418789559 0.024339336665035322 -0.0056803486638112178 0.0064579820237196982
leaf_weight=0.0014631598494055549 0.0015711227788209646 0.0010718966796222011 0.0017067912710231102 0.0011850523414894767
leaf_count=848 1216 517 295 245
internal_value=0 0.00185573 0.00606678 0.0149504
internal_weight=0 0.0054269 0.00396374 0.00225695
internal_count=3121 1905 1057 762
is_linear=0
shrinkage=0.1


Tree=9805
num_leaves=5
num_cat=0
split_feature=484 48 13 0
split_gain=1.836e-05 2.07535e-05 2.39081e-05 3.86946e-05
threshold=0.044540000000000003 0.092475000000000016 -0.084034999999999985 -0.077999999999999986
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=9.0431089132408148e-05 0.00024313867722819535 0.00015186394840674481 -0.00042182836861798478 5.3214557721184058e-06
leaf_weight=0.0016119417646262126 0.0010085413426432514 0.0016088786648601316 0.0015801782374272818 0.0016846063217030546
leaf_count=632 435 336 969 749
internal_value=0 -4.12451e-05 -0.000104954 -0.000201422
internal_weight=0 0.0064856 0.00487673 0.00326478
internal_count=3121 2686 2350 1718
is_linear=0
shrinkage=0.00196078


Tree=9806
num_leaves=6
num_cat=0
split_feature=484 3 12 42 1
split_gain=1.94359e-05 1.80148e-05 2.53352e-05 2.96141e-05 2.56435e-05
threshold=0.044540000000000003 0.10893000000000001 0.084100000000000022 0.08623500000000002 0.093575000000000019
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=-1.3853013506827961e-05 0.00025325037898286576 -0.00021818472675874236 -0.00035832824625072954 7.1504006717038193e-05 0.00040377517573092432
leaf_weight=0.0012901539544287531 0.0010036942626815322 0.0016306627722571148 0.001093040313661323 0.0014127731301116372 0.0010060742044520356
leaf_count=340 435 225 972 847 302
internal_value=0 -4.01198e-05 2.0347e-05 -0.00011599 0.000169127
internal_weight=0 0.0064327 0.00480204 0.00250581 0.00229623
internal_count=3121 2686 2461 1819 642
is_linear=0
shrinkage=0.00196078


Tree=9807
num_leaves=6
num_cat=0
split_feature=4 2 2 42 15
split_gain=2.17167e-05 1.99412e-05 3.14143e-05 3.26039e-05 1.82006e-05
threshold=0.24564500000000003 0.10672500000000001 0.092875000000000013 0.085465000000000013 -0.015744999999999999
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=4.0308827753890377e-06 0.00017883323941486918 0.0001262085893887273 -0.00041307412379001847 0.00024905876333525088 -0.000359659507963807
leaf_weight=0.0010864283027611752 0.0018611733087880592 0.0015525221187067378 0.0011341300666267333 0.0010534217976394325 0.0010311470021673777
leaf_count=367 426 438 466 734 690
internal_value=0 -6.43017e-05 -0.000133004 -3.28347e-05 -0.000173067
internal_weight=0 0.00585765 0.00430513 0.003171 0.00211758
internal_count=3121 2695 2257 1791 1057
is_linear=0
shrinkage=0.00196078


Tree=9808
num_leaves=6
num_cat=0
split_feature=484 48 0 2 4
split_gain=3.10564e-05 2.18909e-05 6.781e-05 3.99392e-05 6.06688e-05
threshold=0.065750000000000017 0.083985000000000018 -0.18113999999999997 0.10912000000000001 0.053180000000000012
decision_type=2 2 2 2 2
left_child=1 3 -3 4 -1
right_child=-2 2 -4 -5 -6
leaf_value=-0.00046920073908623044 0.00031681586039230034 -0.00022849963611058468 0.00046117436677406719 0.00021058368130829892 5.9019062257326226e-05
leaf_weight=0.0018866967521508516 0.0010032847555932192 0.0011287635396864948 0.001065490649023091 0.0010012973587035785 0.001501107892022017
leaf_count=1491 402 81 455 372 320
internal_value=0 -5.35189e-05 0.000106394 -0.000133464 -0.000235151
internal_weight=0 0.00658336 0.00219425 0.0043891 0.0033878
internal_count=3121 2719 536 2183 1811
is_linear=0
shrinkage=0.00196078


Tree=9809
num_leaves=6
num_cat=0
split_feature=42 49 1 4 12
split_gain=8.04574e-06 2.25132e-05 1.62811e-05 3.61076e-05 1.01944e-05
threshold=0.091735000000000025 -0.00064499999999999985 0.111945 -0.0016099999999999997 0.088365000000000013
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.0084510029254740906 -0.0081748869771749704 0.016264758219015907 0.015928535693421137 -0.01263464734604066 0.0023669461873439537
leaf_weight=0.0016769662182968409 0.0010323458700593991 0.0010739742387734575 0.0010656653926295829 0.0011423598630476046 0.001037850191838533
leaf_count=571 667 701 234 393 555
internal_value=0 0.001383 0.00520056 0.00168741 0.00943472
internal_weight=0 0.00599682 0.00431985 0.00325418 0.00211182
internal_count=3121 2454 1883 1649 1256
is_linear=0
shrinkage=0.1


Tree=9810
num_leaves=6
num_cat=0
split_feature=457 1 42 0 2
split_gain=7.03119e-06 1.86546e-05 2.39051e-05 2.49434e-05 1.5285e-05
threshold=0.069910000000000014 0.122185 0.088915000000000008 -0.14116499999999996 0.099185000000000009
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.012452087319248399 0.0077247873451333623 0.011111385003068571 -0.017368752640388525 -0.00071233897959751538 0.01467551588177851
leaf_weight=0.0011840105927300886 0.0010048666483043209 0.0010064689025653176 0.001032093154713371 0.0017800819357679945 0.0010127926185126619
leaf_count=202 267 286 774 1243 349
internal_value=0 -0.0013118 -0.00380803 -0.000288711 0.00486783
internal_weight=0 0.00601545 0.00500898 0.00397689 0.00279287
internal_count=3121 2854 2568 1794 1592
is_linear=0
shrinkage=0.1


Tree=9811
num_leaves=5
num_cat=0
split_feature=15 4 15 2
split_gain=7.27118e-06 1.94561e-05 1.94474e-05 2.02062e-05
threshold=-0.15914499999999995 0.098655000000000007 -0.031204999999999997 0.097220000000000015
decision_type=2 2 2 2
left_child=-1 2 -2 -4
right_child=1 -3 3 -5
leaf_value=0.0076476325729822915 0.010766298592218016 -0.012061057197294792 -0.010468994020325521 0.0057928002470402674
leaf_weight=0.0010520865706539805 0.0015627530092933556 0.0013239858770689433 0.001649294792925117 0.0014236605389362981
leaf_count=351 845 278 1330 317
internal_value=0 -0.00136971 0.0016838 -0.00293511
internal_weight=0 0.00595969 0.00463571 0.00307296
internal_count=3121 2770 2492 1647
is_linear=0
shrinkage=0.1


Tree=9812
num_leaves=5
num_cat=0
split_feature=43 3 4 15
split_gain=1.42274e-05 2.91311e-05 2.12859e-05 3.38455e-05
threshold=-0.04890499999999999 -0.075944999999999985 -0.062539999999999984 -0.095869999999999983
decision_type=2 2 2 2
left_child=1 -1 -2 -4
right_child=2 -3 3 -5
leaf_value=-5.0651490895909622e-05 -0.00026649251191298982 0.00036971795914637467 -0.00017689631895050097 0.00022374961160786098
leaf_weight=0.0017177480514920004 0.0015005121316405091 0.0010043986392580097 0.001684678509195073 0.0015625592324763093
leaf_count=1013 882 442 371 413
internal_value=0 0.000104453 -7.3354e-05 1.58931e-05
internal_weight=0 0.00272215 0.00474775 0.00324724
internal_count=3121 1455 1666 784
is_linear=0
shrinkage=0.00196078


Tree=9813
num_leaves=5
num_cat=0
split_feature=51 160 43 16
split_gain=7.64867e-06 1.68509e-05 3.07986e-05 2.86404e-05
threshold=0.087505000000000013 -0.027994999999999996 -0.14968999999999996 -0.083539999999999989
decision_type=2 2 2 2
left_child=1 -1 -3 -4
right_child=-2 2 3 -5
leaf_value=0.012048181738934394 -0.0078793475868129213 0.013831496008081588 0.0026161483688127225 -0.014963728364820149
leaf_weight=0.0011834344157302269 0.0010530354150916146 0.0010516984862929887 0.0019958610284201233 0.0017299839909919834
leaf_count=691 435 187 716 1092
internal_value=0 0.00136542 -0.00128078 -0.00554654
internal_weight=0 0.00596098 0.00477754 0.00372585
internal_count=3121 2686 1995 1808
is_linear=0
shrinkage=0.1


Tree=9814
num_leaves=6
num_cat=0
split_feature=50 4 48 15 4
split_gain=1.48179e-05 1.79842e-05 2.00195e-05 2.94988e-05 2.82531e-05
threshold=0.077805000000000013 0.27834500000000006 0.083985000000000018 -0.016799999999999995 -0.27825499999999997
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.00036494335933444106 -0.00022000628512339654 0.00026974825604588555 0.00017540765629493467 -0.00023453347321645429 0.00017009647045781133
leaf_weight=0.0010637346178837847 0.0010223374781767238 0.0010438691884304459 0.0015750245235868618 0.0010626713204835688 0.0017660221021290746
leaf_count=507 615 315 443 154 1087
internal_value=0 3.39121e-05 -1.11148e-05 -8.65888e-05 1.80868e-05
internal_weight=0 0.00651132 0.00546745 0.00389243 0.00282869
internal_count=3121 2506 2191 1748 1241
is_linear=0
shrinkage=0.00196078


Tree=9815
num_leaves=5
num_cat=0
split_feature=16 52 12 2
split_gain=1.39878e-05 5.45168e-05 2.60889e-05 2.70226e-05
threshold=0.38525000000000004 0.10160000000000001 0.088105000000000003 0.092755000000000018
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=0.00010586106119290222 0.00020922113668148869 -0.00044339243690594981 0.00022432287992532233 -0.00023993493648520714
leaf_weight=0.0018058258429714247 0.001003744838593541 0.0010722308351203552 0.0019173718797884818 0.0016745466016120276
leaf_count=956 311 591 862 401
internal_value=0 -3.95557e-05 4.06642e-05 -6.05152e-05
internal_weight=0 0.00646998 0.00539774 0.00348037
internal_count=3121 2810 2219 1357
is_linear=0
shrinkage=0.00196078


Tree=9816
num_leaves=5
num_cat=0
split_feature=42 160 2 4
split_gain=7.86341e-06 2.01066e-05 2.05449e-05 5.84283e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.11411 0.0052350000000000009
decision_type=2 2 2 2
left_child=-1 -2 3 -3
right_child=1 2 -4 -5
leaf_value=-0.0077802289459953673 -0.0092573373304269506 -0.0034210734314041626 -0.0076119822632279262 0.022529848941576527
leaf_weight=0.0011024957761612665 0.0013593497756676613 0.0019230854800214906 0.0010582991656164342 0.0015807489067239766
leaf_count=862 828 880 279 272
internal_value=0 0.00141777 0.00459856 0.00828664
internal_weight=0 0.00592148 0.00456213 0.00350383
internal_count=3121 2259 1431 1152
is_linear=0
shrinkage=0.1


Tree=9817
num_leaves=5
num_cat=0
split_feature=0 52 16 4
split_gain=7.46375e-06 1.85315e-05 3.1278e-05 6.61443e-06
threshold=-0.14920999999999998 -0.057699999999999994 -0.056919999999999991 0.24564500000000003
decision_type=2 2 2 2
left_child=3 -2 -3 -1
right_child=1 2 -4 -5
leaf_value=-0.010678217482156395 0.011298637383882128 0.0065617254075659428 -0.012607683485788897 0.00067292862651441852
leaf_weight=0.0010430489957931556 0.0015139770909932066 0.0019114140806280838 0.001534525558436891 0.0010108544190538294
leaf_count=169 851 1345 639 117
internal_value=0 0.0020769 -0.00197468 -0.00509161
internal_weight=0 0.00495992 0.00344594 0.0020539
internal_count=3121 2835 1984 286
is_linear=0
shrinkage=0.1


Tree=9818
num_leaves=6
num_cat=0
split_feature=0 15 16 16 2
split_gain=8.21255e-06 1.49321e-05 4.65627e-05 2.60193e-05 1.628e-05
threshold=-1.0000000180025095e-35 -0.016799999999999995 -0.056919999999999991 -0.0083599999999999976 0.10444500000000002
decision_type=2 2 2 2 2
left_child=1 2 4 -3 -1
right_child=-2 3 -4 -5 -6
leaf_value=-0.0063728996761837605 0.0063242568594561585 -0.0064263835376928554 -0.023183921209347997 0.016343902679543373 0.01027124741735572
leaf_weight=0.0011703678583477308 0.0015802053532420314 0.0010018623451488774 0.0010694988596314393 0.0010054743107558699 0.0011803430639722272
leaf_count=414 325 1065 685 358 274
internal_value=0 -0.00186736 -0.00588567 0.00497925 0.00198449
internal_weight=0 0.00542755 0.00342021 0.00200734 0.00235071
internal_count=3121 2796 1373 1423 688
is_linear=0
shrinkage=0.1


Tree=9819
num_leaves=5
num_cat=0
split_feature=15 2 52 43
split_gain=7.35412e-06 1.82752e-05 3.55433e-05 2.1247e-05
threshold=-0.11713499999999999 0.10097500000000002 -0.066844999999999988 -0.0037449999999999996
decision_type=2 2 2 2
left_child=-1 2 -2 -4
right_child=1 -3 3 -5
leaf_value=-0.0066121083599933687 -0.0075020121925768353 -0.0065300510195074532 0.0016346899181476351 0.020617047449576615
leaf_weight=0.0013623131273140963 0.0013398862722103087 0.0018623506536728108 0.0010042255590794961 0.001428335094374084
leaf_count=484 504 627 1016 490
internal_value=0 0.00157531 0.0055767 0.0127806
internal_weight=0 0.0056348 0.00377245 0.00243256
internal_count=3121 2637 2010 1506
is_linear=0
shrinkage=0.1


Tree=9820
num_leaves=6
num_cat=0
split_feature=1 42 0 1 16
split_gain=2.09077e-05 3.89168e-05 2.59252e-05 5.66809e-05 4.07329e-05
threshold=0.12500000000000003 0.088915000000000008 -0.084269999999999984 0.094385000000000011 0.15273500000000004
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -4
right_child=-2 -3 4 -5 -6
leaf_value=-0.00042445967338918271 0.00025127653111684623 -0.00036205513184972251 0.00039865358699200232 0.00013060010678532156 -0.00011918681623480854
leaf_weight=0.0012119201609548289 0.0010269164725837943 0.001241949556464418 0.0013543795430144855 0.0016988122924142452 0.001026714086280064
leaf_count=857 279 810 692 225 258
internal_value=0 -4.96869e-05 2.36235e-05 -0.000100506 0.000175364
internal_weight=0 0.00653378 0.00529183 0.00291073 0.00238109
internal_count=3121 2842 2032 1082 950
is_linear=0
shrinkage=0.00196078


Tree=9821
num_leaves=6
num_cat=0
split_feature=49 16 13 16 4
split_gain=1.11899e-05 1.57513e-05 1.99127e-05 3.68287e-05 3.82185e-05
threshold=-0.043469999999999995 -0.44310499999999992 0.0076650000000000008 -0.071854999999999988 -0.059649999999999988
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=0.00013575557354022369 -0.00026341868851796678 0.00038699226822079444 -0.00019082532887406808 -0.00033624136719102984 0.00018879319001727072
leaf_weight=0.0016950046781638592 0.0010434884467699339 0.0010637102694139242 0.0014098017531743437 0.0010111648717709061 0.0011272890581236462
leaf_count=425 217 915 440 403 721
internal_value=0 -4.58714e-05 3.35016e-06 8.88389e-05 -5.94686e-05
internal_weight=0 0.00565545 0.00461197 0.00320216 0.00213845
internal_count=3121 2696 2479 2039 1124
is_linear=0
shrinkage=0.00196078


Tree=9822
num_leaves=6
num_cat=0
split_feature=484 13 13 3 15
split_gain=1.91101e-05 1.88932e-05 3.67702e-05 2.2835e-05 4.13917e-05
threshold=0.044540000000000003 -0.076599999999999988 -0.13710499999999998 0.10732000000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -3
right_child=-2 3 -4 -5 -6
leaf_value=-0.00012252129075600293 0.00024477041981090555 0.00016243997343904539 0.00036290410607312527 -0.00038372561321342005 -0.00029545645197778391
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leaf_count=227 435 678 806 107 868
internal_value=0 -4.5145e-05 9.1531e-05 -0.000126845 -4.2901e-05
internal_weight=0 0.00650508 0.00243371 0.00407137 0.0030686
internal_count=3121 2686 1033 1653 1546
is_linear=0
shrinkage=0.00196078


Tree=9823
num_leaves=6
num_cat=0
split_feature=2 52 3 15 48
split_gain=2.51902e-05 5.47879e-05 4.32213e-05 6.46837e-05 3.7033e-05
threshold=0.10912000000000001 0.084960000000000022 -0.08824499999999999 -0.016799999999999995 0.089830000000000007
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -2
right_child=4 -3 3 -5 -6
leaf_value=-0.00032066305344374189 0.00038028751229523248 -0.00044298932795651586 -0.00012575617932650014 0.00045325621639354878 -0.00010246817403450733
leaf_weight=0.0010475876579105086 0.0012803801545242203 0.0012848793690193976 0.0016023886140009952 0.0013811602216198598 0.0011684673443909516
leaf_count=420 456 820 687 573 165
internal_value=0 -9.04063e-05 2.19756e-05 0.000142283 0.000149941
internal_weight=0 0.00531602 0.00403114 0.00298355 0.00244885
internal_count=3121 2500 1680 1260 621
is_linear=0
shrinkage=0.00196078


Tree=9824
num_leaves=5
num_cat=0
split_feature=15 1 47 4
split_gain=7.61714e-06 2.45652e-05 4.01772e-05 1.50918e-05
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.087235000000000021 0.024790000000000003
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=-0.0093179643199625874 -0.0061561219389944261 0.0072231854816832974 -0.0057510073284974175 0.023641377618205568
leaf_weight=0.0014698844244187747 0.0015806369139814078 0.001255194566924816 0.0017120456757731494 0.0010106899956878494
leaf_count=848 1216 439 295 323
internal_value=0 0.00172882 0.00581072 0.0145465
internal_weight=0 0.00544781 0.00397793 0.00226588
internal_count=3121 1905 1057 762
is_linear=0
shrinkage=0.1


Tree=9825
num_leaves=6
num_cat=0
split_feature=52 0 12 0 15
split_gain=2.80411e-05 3.81301e-05 3.4413e-05 2.90052e-05 5.14887e-05
threshold=0.11434500000000002 -0.077999999999999986 0.09474500000000001 -0.10607499999999999 -0.092489999999999989
decision_type=2 2 2 2 2
left_child=1 3 -3 4 -1
right_child=-2 2 -4 -5 -6
leaf_value=-0.00019158520525014219 -0.00030576016440780462 5.5332443655129688e-05 0.00051379316356168743 -0.00035366804981696654 0.00033615740346551844
leaf_weight=0.0017391993663485252 0.0010073677492040221 0.0016983076486131469 0.0010001932048481542 0.0010642227732235599 0.0012019918835014733
leaf_count=228 501 511 372 1269 240
internal_value=0 4.50984e-05 0.00022526 -7.62788e-05 2.40901e-05
internal_weight=0 0.00670391 0.0026985 0.00400541 0.00294119
internal_count=3121 2620 883 1737 468
is_linear=0
shrinkage=0.00196078


Tree=9826
num_leaves=5
num_cat=0
split_feature=0 1 13 15
split_gain=7.97314e-06 1.31636e-05 2.80938e-05 3.41301e-05
threshold=1.0000000180025095e-35 0.080270000000000022 -0.0025349999999999995 -0.074054999999999996
decision_type=2 2 2 2
left_child=1 -1 -3 -4
right_child=-2 2 3 -5
leaf_value=-0.012124851362864919 0.0061968652279029779 0.010789177962316781 0.0031544922558038959 -0.019633594506810407
leaf_weight=0.0010156761397616121 0.0015875898331440654 0.0016589624628221607 0.0016980979315076499 0.0010722374179273975
leaf_count=1581 325 798 191 226
internal_value=0 -0.001857 0.000497506 -0.00566546
internal_weight=0 0.00544497 0.0044293 0.00277034
internal_count=3121 2796 1215 417
is_linear=0
shrinkage=0.1


Tree=9827
num_leaves=6
num_cat=0
split_feature=15 43 16 16 2
split_gain=8.95319e-06 1.95049e-05 2.78021e-05 2.61132e-05 4.09801e-05
threshold=-0.11713499999999999 -0.17390999999999998 0.15891500000000003 -0.18708499999999997 0.089885000000000007
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0072912837740002432 0.013732922014881049 -0.0099818996512505281 -0.015505657988116815 -0.0041262606779762061 0.021700147815581182
leaf_weight=0.0013691668479409377 0.0010910431461744266 0.0010655476312459067 0.0010413108122864804 0.0012311850005378988 0.0012263910609592644
leaf_count=484 184 207 421 1217 608
internal_value=0 0.00172107 -0.00115014 0.00309285 0.00876175
internal_weight=0 0.00565548 0.00456443 0.00352312 0.00245758
internal_count=3121 2637 2453 2032 1825
is_linear=0
shrinkage=0.1


Tree=9828
num_leaves=5
num_cat=0
split_feature=0 12 1 4
split_gain=7.93754e-06 2.46134e-05 2.97552e-05 2.30945e-05
threshold=-0.060129999999999996 0.090995000000000006 0.094090000000000021 -0.35136499999999998
decision_type=2 2 2 2
left_child=1 2 -1 -2
right_child=3 -3 -4 -5
leaf_value=-0.0086498220043945712 -0.0055108477002201468 -0.01613181599803757 0.0097116670708705232 0.014031450843003418
leaf_weight=0.0016043905434215983 0.0011687267373097904 0.0010250254670335652 0.0019616714045143221 0.0012531120188087272
leaf_count=1325 227 813 410 346
internal_value=0 -0.00247482 0.00145073 0.00460076
internal_weight=0 0.00459109 0.00356606 0.00242184
internal_count=3121 2548 1735 573
is_linear=0
shrinkage=0.1


Tree=9829
num_leaves=6
num_cat=0
split_feature=484 0 0 52 15
split_gain=1.43786e-05 2.10135e-05 3.34168e-05 2.59246e-05 2.07313e-05
threshold=0.044540000000000003 -0.11756999999999999 -0.082974999999999979 0.091275000000000009 -0.095869999999999983
decision_type=2 2 2 2 2
left_child=1 4 -3 -4 -1
right_child=-2 2 3 -5 -6
leaf_value=-0.00035660345201199726 0.00021656512912773118 0.00031347102610102055 -0.00023852836921218999 0.00013838261020672956 1.3186467008423334e-05
leaf_weight=0.001248006398383867 0.0010041751940783562 0.0012681600704963036 0.0015637594735452562 0.0012725628093487836 0.0010936711736929568
leaf_count=185 435 909 1008 353 231
internal_value=0 -3.56787e-05 4.8881e-05 -6.9421e-05 -0.000183895
internal_weight=0 0.00644616 0.00410448 0.00283632 0.00234168
internal_count=3121 2686 2270 1361 416
is_linear=0
shrinkage=0.00196078


Tree=9830
num_leaves=6
num_cat=0
split_feature=484 15 12 48 1
split_gain=2.74361e-05 2.97139e-05 3.35795e-05 6.19688e-05 3.36704e-05
threshold=0.064170000000000019 0.088345000000000021 0.09334000000000002 0.083985000000000018 0.094825000000000007
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.00043363421670592704 0.00030189521037597412 0.00025806161426388647 -0.00037099317566799644 0.00026776153409606391 2.5558508879859527e-05
leaf_weight=0.0012977407394844961 0.0010004031169824406 0.0010372151461202524 0.0013617194058801359 0.0017305023762981858 0.0011651156419442499
leaf_count=877 406 652 467 402 317
internal_value=0 -4.65889e-05 -0.000103472 -1.65987e-05 -0.000216402
internal_weight=0 0.00659229 0.00555508 0.00419336 0.00246286
internal_count=3121 2715 2063 1596 1194
is_linear=0
shrinkage=0.00196078


Tree=9831
num_leaves=6
num_cat=0
split_feature=51 160 43 16 15
split_gain=8.11898e-06 1.47926e-05 2.803e-05 2.2197e-05 4.1634e-05
threshold=0.087505000000000013 -0.027994999999999996 -0.14968999999999996 -0.083539999999999989 -0.068899999999999975
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.01139428681446427 -0.0081394760171822865 0.013317478062884145 -0.012367274535074428 -0.013451464838551997 0.016454756914542696
leaf_weight=0.0011859393883759915 0.0010499078856511029 0.0010543069713039367 0.0010045367374782483 0.0017284848144353674 0.0010002188170675798
leaf_count=691 435 187 294 1092 422
internal_value=0 0.00139583 -0.00108092 -0.00514718 0.0020127
internal_weight=0 0.00597349 0.00478755 0.00373324 0.00200476
internal_count=3121 2686 1995 1808 716
is_linear=0
shrinkage=0.1


Tree=9832
num_leaves=6
num_cat=0
split_feature=42 160 52 49 4
split_gain=8.10775e-06 2.21909e-05 2.17606e-05 3.59861e-05 2.39945e-05
threshold=-0.025789999999999997 -1.0000000180025095e-35 0.077655000000000016 -0.047584999999999995 0.09173000000000002
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0079840191022395191 -0.0097979781922067424 0.015432309275534066 0.015758060171430843 -0.018217849036250434 0.0027156740063226802
leaf_weight=0.0010827127539081681 0.0013579853688743763 0.0010752221307916009 0.0012910918632565603 0.0010109955235985994 0.0011944844341795207
leaf_count=712 837 235 421 667 249
internal_value=0 0.00142643 0.00476048 0.000432477 -0.00688029
internal_weight=0 0.00592978 0.00457179 0.0032807 0.00220548
internal_count=3121 2409 1572 1151 916
is_linear=0
shrinkage=0.1


Tree=9833
num_leaves=5
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split_feature=0 52 16 48
split_gain=7.34284e-06 1.99375e-05 2.73596e-05 6.16821e-06
threshold=-0.14920999999999998 -0.057699999999999994 -0.056919999999999991 0.087555000000000008
decision_type=2 2 2 2
left_child=3 -2 -3 -1
right_child=1 2 -4 -5
leaf_value=0.0005323098235246684 0.011641444295448472 0.0058433215730125249 -0.012111404006773817 -0.010425859852254655
leaf_weight=0.0010087756506547739 0.0015099536708733791 0.0019076257051948197 0.0015288985889814512 0.0010465939527099163
leaf_count=203 851 1345 639 83
internal_value=0 0.00206365 -0.00214468 -0.00504759
internal_weight=0 0.00494648 0.00343652 0.00205537
internal_count=3121 2835 1984 286
is_linear=0
shrinkage=0.1


Tree=9834
num_leaves=6
num_cat=0
split_feature=484 42 43 16 0
split_gain=1.84668e-05 2.39739e-05 3.65317e-05 2.99729e-05 3.09379e-05
threshold=0.044540000000000003 -1.0000000180025095e-35 -0.061959999999999994 -0.029084999999999996 -0.20211999999999997
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.00030446096894056081 0.00024666550375880038 0.00027445549677859791 -0.00022905641921849 -0.00033231650768900594 0.00020502735655878774
leaf_weight=0.0010879610573731307 0.0010056209594300307 0.0015021391573358574 0.0010422395807502529 0.0012735820227623442 0.001600819393243753
leaf_count=803 435 809 103 355 616
internal_value=0 -3.88403e-05 1.449e-05 -8.52139e-05 3.38548e-05
internal_weight=0 0.00650674 0.00541878 0.00391664 0.00264306
internal_count=3121 2686 1883 1074 719
is_linear=0
shrinkage=0.00196078


Tree=9835
num_leaves=6
num_cat=0
split_feature=16 4 16 16 2
split_gain=1.69931e-05 5.06468e-05 2.31461e-05 3.15368e-05 3.07699e-05
threshold=0.38525000000000004 -0.27825499999999997 -0.008904999999999998 -0.088159999999999988 0.092755000000000018
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.00044490480934810089 0.00023247790098674607 0.00027902335331727083 0.00024750059885561993 -0.00031455338255154212 -0.00013116929909367972
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leaf_count=155 311 542 645 1081 387
internal_value=0 -4.17505e-05 3.3494e-05 -4.33771e-05 6.897e-05
internal_weight=0 0.00641898 0.00540938 0.00397982 0.002814
internal_count=3121 2810 2655 2010 929
is_linear=0
shrinkage=0.00196078


Tree=9836
num_leaves=6
num_cat=0
split_feature=50 51 16 0 2
split_gain=1.58513e-05 2.1138e-05 2.7848e-05 4.51252e-05 3.7114e-05
threshold=0.077805000000000013 -0.076794999999999988 0.0047850000000000011 -0.10607499999999999 0.10731
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.00020047219526081773 -0.00023083831257539721 0.00037226525655996944 0.00028166625058116733 -0.00032546275540164076 -0.00013168830102638221
leaf_weight=0.001219199240279762 0.001017669796448655 0.0012463096774336152 0.0018287224059071309 0.001196822367673947 0.0010230358394097614
leaf_count=497 615 235 397 1219 158
internal_value=0 3.22975e-05 8.58949e-05 -1.73925e-05 0.00014508
internal_weight=0 0.00651409 0.00529489 0.00346617 0.00226935
internal_count=3121 2506 2009 1612 393
is_linear=0
shrinkage=0.00196078


Tree=9837
num_leaves=6
num_cat=0
split_feature=3 12 48 52 43
split_gain=7.91883e-06 1.77789e-05 3.20016e-05 2.52582e-05 3.70953e-05
threshold=0.13524500000000003 0.09334000000000002 0.089965000000000017 -0.066844999999999988 -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=-0.015907436460948037 0.0078820366595007615 -0.011459661588616957 0.016298275828849306 -0.011048336790580589 0.013946677656173637
leaf_weight=0.0010778442750500709 0.0010725141339100177 0.0013674666781225177 0.0011117623160944072 0.0010930918947402903 0.0012998113468225489
leaf_count=480 192 808 261 1005 375
internal_value=0 -0.00145302 0.00153306 -0.00319658 0.00252881
internal_weight=0 0.00594998 0.00458251 0.00347075 0.0023929
internal_count=3121 2929 2121 1860 1380
is_linear=0
shrinkage=0.1


Tree=9838
num_leaves=7
num_cat=0
split_feature=52 52 160 3 15 48
split_gain=3.75711e-05 4.63325e-05 3.70378e-05 3.74226e-05 6.08443e-05 9.90134e-06
threshold=0.11434500000000002 0.070205000000000017 -0.027994999999999996 -0.08824499999999999 -0.016799999999999995 0.087695000000000009
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=0.00029991419148789203 -0.00035586381059683341 0.00042026332184142968 -0.00040310726966770981 -0.00034393337795646852 0.00033532572512952932 -7.0704676521978838e-05
leaf_weight=0.0011070508625243801 0.0010069358362024715 0.0010900920605723119 0.00116435011231616 0.0010145616618845224 0.0013067965247029901 0.0010251680700276726
leaf_count=469 501 562 396 501 471 221
internal_value=0 5.03226e-05 -2.14601e-05 -0.000100331 5.01317e-06 -0.000206609
internal_weight=0 0.00670802 0.00561793 0.00451088 0.00334653 0.00203973
internal_count=3121 2620 2058 1589 1193 722
is_linear=0
shrinkage=0.00196078


Tree=9839
num_leaves=6
num_cat=0
split_feature=52 0 4 0 2
split_gain=3.19366e-05 3.28628e-05 3.65981e-05 2.66939e-05 5.26724e-05
threshold=0.11434500000000002 -0.077999999999999986 -0.35136499999999998 -0.10607499999999999 0.11215000000000001
decision_type=2 2 2 2 2
left_child=1 3 -3 4 -1
right_child=-2 2 -4 -5 -6
leaf_value=0.00023609741508258609 -0.00032642843004266822 -4.9219679397601035e-05 0.00040921360081502112 -0.00033019841408248095 -0.0003010094574604644
leaf_weight=0.0018443959812223226 0.0010005864546451908 0.0011634942804332382 0.0015769865881708263 0.0010636628782504844 0.0011333121701504736
leaf_count=314 501 202 681 1269 154
internal_value=0 4.88299e-05 0.000214582 -6.35676e-05 3.16752e-05
internal_weight=0 0.00678185 0.00274048 0.00404137 0.00297771
internal_count=3121 2620 883 1737 468
is_linear=0
shrinkage=0.00196078


Tree=9840
num_leaves=6
num_cat=0
split_feature=0 1 16 4 48
split_gain=8.08289e-06 1.96161e-05 4.04148e-05 1.3654e-05 8.00967e-06
threshold=-0.14920999999999998 0.11588000000000001 -0.088394999999999987 -0.076779999999999987 0.087215000000000015
decision_type=2 2 2 2 2
left_child=4 2 -2 -4 -1
right_child=1 -3 3 -5 -6
leaf_value=0.0011321700091645947 -0.018462586415652904 0.013548391330426344 0.010309086832254016 -0.0040857690286023509 -0.011330525652617066
leaf_weight=0.0010015575408628772 0.0010094131038450018 0.0011595215565958902 0.0017447667922013072 0.0010588140023318681 0.0010630438021180365
leaf_count=200 570 368 784 1113 86
internal_value=0 0.0021587 -0.00130488 0.00487266 -0.00528475
internal_weight=0 0.00497252 0.00381299 0.00280358 0.0020646
internal_count=3121 2835 2467 1897 286
is_linear=0
shrinkage=0.1


Tree=9841
num_leaves=6
num_cat=0
split_feature=51 52 12 48 0
split_gain=7.25728e-06 1.56338e-05 3.70791e-05 2.61986e-05 3.19162e-05
threshold=0.087505000000000013 0.10160000000000001 0.095110000000000014 0.083985000000000018 -0.083914999999999976
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.0031073674913450382 -0.0076999342828769531 -0.0099366741216933337 0.019387774371091106 0.011276096663239822 -0.019086576782494168
leaf_weight=0.0014722028319759015 0.001047785912714567 0.0010224844486186116 0.0011491954711839148 0.0011796110340355011 0.0011573087677438552
leaf_count=760 435 453 462 315 696
internal_value=0 0.00132211 0.00364385 -0.00110602 -0.0066607
internal_weight=0 0.0059808 0.00495832 0.00380912 0.00262951
internal_count=3121 2686 2233 1771 1456
is_linear=0
shrinkage=0.1


Tree=9842
num_leaves=6
num_cat=0
split_feature=0 1 42 48 3
split_gain=8.18879e-06 2.38797e-05 2.23504e-05 3.36803e-05 1.94087e-05
threshold=0.056435000000000006 0.077565000000000009 0.08623500000000002 0.086260000000000017 0.083060000000000009
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.01556784308900536 0.0075250371220328786 0.014118784074619563 0.013192926248089402 -0.015299190507250843 -0.0042637116410725933
leaf_weight=0.0010074745673961279 0.0011936086899845743 0.0011268274059022417 0.0011991494980795156 0.001318816500401021 0.0011714943619765916
leaf_count=1564 204 392 524 214 223
internal_value=0 -0.00156707 0.00136163 -0.00256067 0.00474891
internal_weight=0 0.00582376 0.00481629 0.00361714 0.00229832
internal_count=3121 2917 1353 829 615
is_linear=0
shrinkage=0.1


Tree=9843
num_leaves=6
num_cat=0
split_feature=16 52 13 3 0
split_gain=2.72757e-05 5.05158e-05 4.1025e-05 2.6726e-05 4.0453e-05
threshold=0.38525000000000004 0.10160000000000001 -0.094514999999999988 -0.082094999999999987 -0.14226499999999997
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=0.0015033589888322181 0.0010266735843376708 0.0010543941228900611 0.0014041650829959874 0.0015645296093200157 0.0010098603710926362
leaf_count=295 311 591 987 193 744
internal_value=0 -5.0998e-05 2.46004e-05 -7.9669e-05 -0.000198357
internal_weight=0 0.00653631 0.00548191 0.00397856 0.00257439
internal_count=3121 2810 2219 1924 937
is_linear=0
shrinkage=0.00196078


Tree=9844
num_leaves=6
num_cat=0
split_feature=42 133 52 16 15
split_gain=9.37368e-06 2.46389e-05 3.39103e-05 8.02212e-05 4.17578e-05
threshold=0.091735000000000025 0.083950000000000011 -0.087769999999999987 -0.010264999999999998 -0.091964999999999977
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.01778438539482698 -0.0088300059585217066 0.015632132661448264 0.0037794654382697838 0.0248179330440273 -0.021076548363510427
leaf_weight=0.0010085970456012172 0.0010307644525133462 0.0010222417585090534 0.0016445087076990617 0.001163466524952762 0.0011475098138982985
leaf_count=391 667 694 311 248 810
internal_value=0 0.00149461 -0.0014167 0.00275684 -0.00643627
internal_weight=0 0.00598632 0.00496408 0.00395549 0.00279202
internal_count=3121 2454 1760 1369 1121
is_linear=0
shrinkage=0.1


Tree=9845
num_leaves=6
num_cat=0
split_feature=16 52 13 3 0
split_gain=2.15323e-05 4.61907e-05 2.55751e-05 2.70026e-05 3.41367e-05
threshold=0.38525000000000004 0.10160000000000001 -0.094514999999999988 -0.082094999999999987 -0.17169499999999996
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.00024925222832122037 0.00026209620067499032 -0.00042481402282953614 0.00016548168547131267 6.3202165309570173e-05 -0.00039685348597723368
leaf_weight=0.0014544871545850318 0.0010094476358725102 0.0010365469169979604 0.0013666633744644583 0.0011845572029049781 0.0013013178350916952
leaf_count=295 311 591 987 127 810
internal_value=0 -4.62222e-05 2.77229e-05 -5.59133e-05 -0.00017763
internal_weight=0 0.00634357 0.00530703 0.00385254 0.00248588
internal_count=3121 2810 2219 1924 937
is_linear=0
shrinkage=0.00196078


Tree=9846
num_leaves=6
num_cat=0
split_feature=457 2 3 12 42
split_gain=1.10661e-05 1.66988e-05 2.87426e-05 2.83327e-05 2.6067e-05
threshold=0.069910000000000014 0.11293500000000002 0.090900000000000009 0.079890000000000017 0.08623500000000002
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.00021681099652317803 0.00018671179930638941 0.00013434973405869924 -0.00036057325839020153 -0.00036432815316085875 7.7478450400110809e-05
leaf_weight=0.0013645919416261938 0.0010537016762921098 0.0017185322271175271 0.0011497914739418491 0.0010469891620992168 0.0010075097522189496
leaf_count=296 267 482 146 1083 847
internal_value=0 -3.04145e-05 -9.23886e-05 -2.20199e-06 -0.00014767
internal_weight=0 0.00628741 0.00456888 0.00341909 0.0020545
internal_count=3121 2854 2372 2226 1930
is_linear=0
shrinkage=0.00196078


Tree=9847
num_leaves=6
num_cat=0
split_feature=16 4 47 2 16
split_gain=1.50712e-05 4.50326e-05 2.84472e-05 2.512e-05 5.21594e-05
threshold=0.38525000000000004 -0.27825499999999997 0.092530000000000015 0.084245000000000014 -0.010264999999999998
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.00041930486013052243 0.00021951934065370107 0.00032474202718389721 -0.00025792682111780782 -0.00018424838837505063 0.00036573295788292734
leaf_weight=0.0010067068195657811 0.0010053481833436463 0.0013494995062425684 0.0010425079931766822 0.0019581527849591588 0.001002336736151235
leaf_count=155 311 725 243 1235 452
internal_value=0 -3.88362e-05 3.2723e-05 0.000103026 1.9595e-06
internal_weight=0 0.0063592 0.0053525 0.00430999 0.00296049
internal_count=3121 2810 2655 2412 1687
is_linear=0
shrinkage=0.00196078


Tree=9848
num_leaves=6
num_cat=0
split_feature=457 1 42 13 4
split_gain=8.07074e-06 1.70227e-05 2.11888e-05 2.39435e-05 4.58019e-05
threshold=0.069910000000000014 0.122185 0.088915000000000008 -0.0030199999999999997 0.053180000000000012
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.0082861068596084188 0.008291064390247958 0.010456680275996199 -0.016507539078238979 -0.020541027371112359 0.0082748648668111418
leaf_weight=0.0017491506291338402 0.0010007747233675198 0.0010070023260139857 0.0010387593417955808 0.0012053649205672557 0.0010169799744638381
leaf_count=1094 267 286 774 571 129
internal_value=0 -0.00140726 -0.00379178 -0.000465923 -0.00735442
internal_weight=0 0.00601726 0.00501025 0.0039715 0.00222234
internal_count=3121 2854 2568 1794 700
is_linear=0
shrinkage=0.1


Tree=9849
num_leaves=5
num_cat=0
split_feature=484 42 43 2
split_gain=1.72507e-05 1.93116e-05 3.659e-05 3.67939e-05
threshold=0.044540000000000003 0.08623500000000002 -1.0000000180025095e-35 0.10613000000000002
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=-0.00038932605801910146 0.00023694678674949344 0.00013010846470170955 0.00019273007060025547 -0.00021260179783023613
leaf_weight=0.0012710897479073289 0.0010115509850271605 0.0018788887073917689 0.0018090201902495053 0.0016430470601096812
leaf_count=946 435 1017 431 292
internal_value=0 -3.80293e-05 -0.000104915 -1.91818e-07
internal_weight=0 0.00660205 0.00472316 0.00345207
internal_count=3121 2686 1669 723
is_linear=0
shrinkage=0.00196078


Tree=9850
num_leaves=6
num_cat=0
split_feature=16 4 47 2 16
split_gain=1.21381e-05 5.72919e-05 2.7295e-05 3.66027e-05 6.29959e-05
threshold=0.38525000000000004 -0.27825499999999997 0.092530000000000015 0.084245000000000014 -0.008904999999999998
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.00045855769502813098 0.0001989575688661729 0.00038244075127984785 -0.000236590584604155 -0.00020745991264018349 0.00039238463327377236
leaf_weight=0.0010207831893878205 0.0010080174586797677 0.0013633554124737562 0.001046680943602489 0.001992723811707901 0.0010164798451917463
leaf_count=155 311 725 243 1258 429
internal_value=0 -3.24346e-05 4.78312e-05 0.000115915 -4.83824e-06
internal_weight=0 0.00644002 0.00541924 0.00437256 0.0030092
internal_count=3121 2810 2655 2412 1687
is_linear=0
shrinkage=0.00196078


Tree=9851
num_leaves=5
num_cat=0
split_feature=15 13 2 12
split_gain=8.47202e-06 1.84043e-05 3.73916e-05 2.27297e-05
threshold=-0.11713499999999999 0.11596500000000001 0.10327000000000001 0.088305000000000008
decision_type=2 2 2 2
left_child=-1 2 3 -2
right_child=1 -3 -4 -5
leaf_value=-0.0070538874066477068 -0.0021930009859049927 0.01347800373730898 -0.015374332537205125 0.014816469111222988
leaf_weight=0.0013780411821263227 0.0019550692437536737 0.0010730616711941933 0.0013062422048592849 0.0013133861313582443
leaf_count=484 1063 167 519 888
internal_value=0 0.00169136 -0.00107337 0.00464203
internal_weight=0 0.00564776 0.0045747 0.00326846
internal_count=3121 2637 2470 1951
is_linear=0
shrinkage=0.1


Tree=9852
num_leaves=6
num_cat=0
split_feature=12 2 12 3 2
split_gain=9.50157e-06 2.78516e-05 3.94465e-05 2.59668e-05 1.46733e-05
threshold=0.051320000000000005 0.083995000000000014 0.09334000000000002 0.076840000000000006 0.11215000000000001
decision_type=2 2 2 2 2
left_child=3 -2 -3 -1 -5
right_child=1 2 -4 4 -6
leaf_value=0.015068455838666861 -0.015277098625056482 0.016892235537441326 -0.010777075821476509 0.0046897986520109507 -0.011048718091242547
leaf_weight=0.0012687210415054271 0.0013061623178111815 0.0010555076991885521 0.0010066203491357359 0.0012711787200519011 0.0011093473602068976
leaf_count=426 693 1017 590 216 179
internal_value=0 -0.00385148 0.00338556 0.0035137 -0.0026445
internal_weight=0 0.00336829 0.00206213 0.00364925 0.00238053
internal_count=3121 2300 1607 821 395
is_linear=0
shrinkage=0.1


Tree=9853
num_leaves=5
num_cat=0
split_feature=3 13 13 3
split_gain=1.2228e-05 5.66118e-05 2.98859e-05 1.84155e-05
threshold=-0.078934999999999991 -0.023499999999999997 -0.061684999999999997 0.10893000000000001
decision_type=2 2 2 2
left_child=1 -1 -2 -4
right_child=2 -3 3 -5
leaf_value=-0.00044507354710493209 0.00025969298297480573 0.00014791653572541653 5.270096562749432e-05 -0.00026579016739788593
leaf_weight=0.0011025264479844602 0.0017633160768204515 0.0014112898395446613 0.0019514620674831108 0.0010866570321184672
leaf_count=956 671 786 601 107
internal_value=0 -0.000112161 5.66376e-05 -6.12151e-05
internal_weight=0 0.00251382 0.00480144 0.00303812
internal_count=3121 1742 1379 708
is_linear=0
shrinkage=0.00196078


Tree=9854
num_leaves=6
num_cat=0
split_feature=42 160 49 52 2
split_gain=8.94135e-06 2.03924e-05 1.86683e-05 3.35927e-05 2.37995e-05
threshold=-0.025789999999999997 -1.0000000180025095e-35 -0.047584999999999995 0.077655000000000016 0.10005000000000001
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0083778408441053144 -0.0092648840266382898 0.015447809288896408 -0.015915223622167903 0.014583289296313249 0.0049231021916925684
leaf_weight=0.0010824428271924581 0.0013559259715848941 0.0011939217917036598 0.0011956601242930709 0.0011721661881442156 0.0010119365543405736
leaf_count=712 837 259 574 397 342
internal_value=0 0.00150561 0.00469866 0.000901456 -0.00636318
internal_weight=0 0.00592961 0.00457368 0.00337976 0.0022076
internal_count=3121 2409 1572 1313 916
is_linear=0
shrinkage=0.1


Tree=9855
num_leaves=6
num_cat=0
split_feature=484 0 16 52 15
split_gain=1.90764e-05 1.7703e-05 3.61858e-05 2.96426e-05 2.23691e-05
threshold=0.044540000000000003 -0.11756999999999999 -0.056919999999999991 0.091275000000000009 -0.095869999999999983
decision_type=2 2 2 2 2
left_child=1 4 -3 -4 -1
right_child=-2 2 3 -5 -6
leaf_value=-0.00035023973957298583 0.00025196604288589281 0.0002468170225230845 -0.00033409852514470117 0.00010972157159684581 2.9995373305184809e-05
leaf_weight=0.0012673752650837495 0.0010121751093826667 0.001823887367542314 0.0012125511815915056 0.0011066014060984212 0.0011209810994219941
leaf_count=185 435 1235 833 202 231
internal_value=0 -3.73256e-05 4.01813e-05 -0.000122326 -0.000171775
internal_weight=0 0.0065314 0.00414304 0.00231915 0.00238836
internal_count=3121 2686 2270 1035 416
is_linear=0
shrinkage=0.00196078


Tree=9856
num_leaves=5
num_cat=0
split_feature=3 13 13 3
split_gain=9.01803e-06 5.43258e-05 2.91193e-05 1.72786e-05
threshold=-0.078934999999999991 -0.023499999999999997 -0.061684999999999997 0.10893000000000001
decision_type=2 2 2 2
left_child=1 -1 -2 -4
right_child=2 -3 3 -5
leaf_value=-0.021962905540690015 0.012970012801181895 0.008311520714269641 0.0022687987839042907 -0.013805107358591291
leaf_weight=0.001056441696439178 0.001700236050834544 0.0013503575897172472 0.0018609321306658341 0.0010438889995615375
leaf_count=956 671 786 601 107
internal_value=0 -0.00497715 0.00257612 -0.00350759
internal_weight=0 0.0024068 0.00460506 0.00290482
internal_count=3121 1742 1379 708
is_linear=0
shrinkage=0.1


Tree=9857
num_leaves=6
num_cat=0
split_feature=4 42 4 13 52
split_gain=8.70328e-06 1.42094e-05 2.34827e-05 2.64118e-05 1.69726e-05
threshold=0.27834500000000006 0.088915000000000008 0.055260000000000011 -0.0034749999999999994 -0.0064899999999999992
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.013929833036257356 0.0078687906991399773 -0.011839710985057669 -0.012687640764991709 -0.012344132738509787 0.0057500208741640118
leaf_weight=0.0016446818943534522 0.0011667630634169352 0.0010983952094320293 0.0010162395183380296 0.0010077799582484282 0.0010675716801162268
leaf_count=1071 340 786 231 347 346
internal_value=0 -0.00159218 0.000784341 0.00446462 -0.00303641
internal_weight=0 0.00583467 0.00473627 0.00372003 0.00207535
internal_count=3121 2781 1995 1764 693
is_linear=0
shrinkage=0.1


Tree=9858
num_leaves=5
num_cat=0
split_feature=484 12 13 16
split_gain=2.24888e-05 1.84961e-05 4.02225e-05 4.6607e-05
threshold=0.064170000000000019 0.098810000000000023 -0.076599999999999988 -0.074319999999999983
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=0.00022929101009110263 0.00027023671177087383 -0.00025540471779739296 -0.00038246137596955373 8.0856612297248371e-05
leaf_weight=0.0019655848457994568 0.0010039988833966708 0.001289739800925698 0.0014924599906469922 0.0018941523725287497
leaf_count=995 406 441 659 620
internal_value=0 -4.46208e-05 6.17268e-06 -0.000123325
internal_weight=0 0.00664194 0.0053522 0.00338661
internal_count=3121 2715 2274 1279
is_linear=0
shrinkage=0.00196078


Tree=9859
num_leaves=6
num_cat=0
split_feature=484 3 12 42 1
split_gain=1.49187e-05 2.07603e-05 2.75947e-05 4.35989e-05 2.29495e-05
threshold=0.044540000000000003 0.10893000000000001 0.084100000000000022 0.08623500000000002 0.093575000000000019
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=8.2478768532661378e-06 0.00021907687683176636 -0.00022850028660530332 -0.00041128513421780869 0.0001112382637913356 0.00040094132352304362
leaf_weight=0.001303343183361477 0.0010024087709258949 0.0016410701142056386 0.0010873193027912476 0.0014101580518589159 0.0010199184686671403
leaf_count=340 435 225 972 847 302
internal_value=0 -3.80145e-05 2.68304e-05 -0.000116251 0.000180641
internal_weight=0 0.00646181 0.00482074 0.00249748 0.00232326
internal_count=3121 2686 2461 1819 642
is_linear=0
shrinkage=0.00196078


Tree=9860
num_leaves=6
num_cat=0
split_feature=12 1 16 4 13
split_gain=9.24029e-06 2.75451e-05 7.54039e-05 2.236e-05 2.55876e-05
threshold=0.051320000000000005 0.094090000000000021 -0.074319999999999983 0.09173000000000002 -0.084034999999999985
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -2
right_child=3 2 -4 -5 -6
leaf_value=-0.0071802272787025905 0.00096494427775610568 -0.0089144310343909124 0.028207559023075892 0.0075369660499605591 -0.020540113771118529
leaf_weight=0.0014604977687666929 0.0011182811744184199 0.0010438777441361367 0.0011499788677766802 0.0011453211809256594 0.0010951014571788805
leaf_count=254 599 306 261 233 1468
internal_value=0 0.00346048 0.0105442 -0.00380569 -0.00967498
internal_weight=0 0.00365435 0.00219386 0.0033587 0.00221338
internal_count=3121 821 567 2300 2067
is_linear=0
shrinkage=0.1


Tree=9861
num_leaves=5
num_cat=0
split_feature=4 43 0 1
split_gain=8.1845e-06 2.23813e-05 3.76623e-05 2.28169e-05
threshold=-0.35136499999999998 -0.13868499999999997 -0.074479999999999977 0.094385000000000011
decision_type=2 2 2 2
left_child=-1 -2 3 -3
right_child=1 2 -4 -5
leaf_value=-0.0072988643178794541 -0.011339499778463534 -0.0091825976152276126 0.021179680291796715 0.0068610506293209752
leaf_weight=0.0012644246126191977 0.0010854327803673817 0.0015976668518822472 0.0010590559671256549 0.0019912644419994743
leaf_count=236 299 1545 619 422
internal_value=0 0.00158956 0.00460886 -0.000281021
internal_weight=0 0.00573342 0.00464799 0.00358893
internal_count=3121 2885 2586 1967
is_linear=0
shrinkage=0.1


Tree=9862
num_leaves=6
num_cat=0
split_feature=50 15 3 16 0
split_gain=2.45522e-05 2.6494e-05 4.51969e-05 2.88378e-05 4.37255e-05
threshold=0.079410000000000008 -0.10653 -0.12018999999999998 -0.094359999999999986 -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=0.0002731239608901641 -0.00028479426043188309 0.00033037713091085634 -0.00039189037282204406 0.00018416796233616605 -0.0002995805757398947
leaf_weight=0.0014833650087094884 0.0010178909256329562 0.0010877715874678933 0.0010932331644140673 0.0017101184364954733 0.0012387528482241301
leaf_count=455 609 227 263 1335 232
internal_value=0 4.23291e-05 -2.4408e-05 -0.000119884 -1.90436e-05
internal_weight=0 0.00661324 0.00512988 0.0040421 0.00294887
internal_count=3121 2512 2057 1830 1567
is_linear=0
shrinkage=0.00196078


Tree=9863
num_leaves=6
num_cat=0
split_feature=43 43 4 4 2
split_gain=1.45601e-05 3.09912e-05 2.61563e-05 3.36542e-05 2.80483e-05
threshold=-0.04890499999999999 -0.09225499999999999 -0.062539999999999984 0.033845000000000007 0.10731
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -5
right_child=2 -3 3 4 -6
leaf_value=-4.8121324698792337e-05 -0.00028029292922350063 0.00038325145436487372 0.00031980268365759592 0.00012523388045511849 -0.0003079819732030928
leaf_weight=0.0017559124160029191 0.001540973685832195 0.0010078314564130597 0.0010473410883548051 0.001085680025869809 0.0012205663046924605
leaf_count=476 882 979 344 229 211
internal_value=0 0.000109184 -6.88376e-05 2.83261e-05 -0.000104043
internal_weight=0 0.00276374 0.00489456 0.00335359 0.00230625
internal_count=3121 1455 1666 784 440
is_linear=0
shrinkage=0.00196078


Tree=9864
num_leaves=5
num_cat=0
split_feature=16 1 43 2
split_gain=1.13884e-05 5.04882e-05 3.93721e-05 1.88921e-05
threshold=0.38525000000000004 0.077565000000000009 -1.0000000180025095e-35 0.11215000000000001
decision_type=2 2 2 2
left_child=1 -1 -3 -4
right_child=-2 2 3 -5
leaf_value=-0.00030844636457865381 0.00019468704874965866 0.0003287458644443867 7.9134999825568601e-05 -0.00023709538667808546
leaf_weight=0.0017966863889302808 0.0010046093023709374 0.0015894596127959825 0.0017342586291866661 0.0012497310670885509
leaf_count=1511 311 678 409 212
internal_value=0 -2.99394e-05 7.94725e-05 -5.33061e-05
internal_weight=0 0.00637014 0.00457345 0.00298399
internal_count=3121 2810 1299 621
is_linear=0
shrinkage=0.00196078


Tree=9865
num_leaves=6
num_cat=0
split_feature=16 4 2 2 12
split_gain=7.64368e-06 1.94465e-05 2.53428e-05 3.27196e-05 2.83879e-05
threshold=-0.5048999999999999 0.098655000000000007 0.10981000000000002 0.092875000000000013 0.084100000000000022
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.0076825876979328984 0.014150059248988068 -0.01237275511102906 0.01493826649034 -0.016761934619371106 -0.0073651940229237742
leaf_weight=0.0010891377549346803 0.0012905082331685365 0.0012751869285329842 0.0010863990249845436 0.0011094006190409374 0.001168556072349537
leaf_count=222 401 340 351 480 1327
internal_value=0 -0.00143173 0.00156553 -0.00250572 0.00392593
internal_weight=0 0.00593005 0.00465486 0.00356846 0.00245906
internal_count=3121 2899 2559 2208 1728
is_linear=0
shrinkage=0.1


Tree=9866
num_leaves=6
num_cat=0
split_feature=484 3 12 1 4
split_gain=2.45834e-05 2.17318e-05 2.9618e-05 6.15212e-05 4.79099e-05
threshold=0.064170000000000019 0.10893000000000001 0.09334000000000002 0.094385000000000011 -0.077679999999999985
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.00019599928663505454 0.00028407799048083655 -0.00024007709069815452 -0.00022718725276437115 0.00046798062278335429 -0.00036908396238949793
leaf_weight=0.0012055495085925734 0.0010040792221031655 0.0016493556748927397 0.0013481609638869053 0.0012329220230687531 0.0011061109794816713
leaf_count=656 406 225 750 370 714
internal_value=0 -4.54342e-05 2.01804e-05 0.000114265 -7.43885e-05
internal_weight=0 0.0065421 0.00489274 0.00354458 0.00231166
internal_count=3121 2715 2490 1740 1370
is_linear=0
shrinkage=0.00196078


Tree=9867
num_leaves=7
num_cat=0
split_feature=16 4 0 0 2 1
split_gain=1.86109e-05 5.65026e-05 2.73316e-05 2.96878e-05 2.62012e-05 1.75949e-05
threshold=0.38525000000000004 -0.27825499999999997 -0.077999999999999986 -0.10607499999999999 0.11389000000000002 0.093205000000000024
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=-0.0004676960011734952 0.000244786625815578 4.3882356812840406e-06 0.0002981120111091029 -0.00031066236102538929 -0.00019784790717737832 0.00036409249944922823
leaf_weight=0.0010111847057617399 0.0010045644579552114 0.0010302863277640768 0.0012013726348546081 0.0011203149963497899 0.001008467466054042 0.0010614677039479737
leaf_count=155 311 237 674 1434 150 160
internal_value=0 -4.21808e-05 3.71777e-05 -3.7097e-05 6.17602e-05 0.000186921
internal_weight=0 0.00643309 0.00542191 0.00422054 0.00310022 0.00209175
internal_count=3121 2810 2655 1981 547 397
is_linear=0
shrinkage=0.00196078


Tree=9868
num_leaves=5
num_cat=0
split_feature=484 42 2 2
split_gain=3.36737e-05 2.76606e-05 2.68815e-05 7.19365e-05
threshold=0.073690000000000019 0.08623500000000002 0.089885000000000007 0.10613000000000002
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=-0.00033150853214253809 0.00033176840811574088 0.00014661549486058435 0.00032507483122282984 -0.00026913673201032893
leaf_weight=0.0016613605647124731 0.0010209603942281089 0.0019649588712298991 0.0013308689818542188 0.0019037987542762924
leaf_count=913 394 1047 360 407
internal_value=0 -4.99071e-05 -0.000128779 -2.46548e-05
internal_weight=0 0.00686099 0.00489603 0.00323467
internal_count=3121 2727 1680 767
is_linear=0
shrinkage=0.00196078


Tree=9869
num_leaves=6
num_cat=0
split_feature=484 49 52 15 0
split_gain=3.57699e-05 2.28174e-05 3.57096e-05 6.55608e-05 5.44592e-05
threshold=0.073690000000000019 -0.081604999999999997 -0.07167999999999998 -0.095869999999999983 0.047850000000000011
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.0002111443019707233 0.00033479354620056205 -0.00043387159250034486 -0.00033528846268458497 0.00034248895351911821 -0.00021953162702643305
leaf_weight=0.0010093017178189638 0.0010118414473830233 0.0010577551134753251 0.0017449666711509752 0.0018900241868274404 0.0010209236218015239
leaf_count=209 394 594 416 1419 89
internal_value=0 -6.0643e-05 -0.000108653 -3.47686e-05 0.000145378
internal_weight=0 0.00672297 0.00571367 0.00465591 0.00291095
internal_count=3121 2727 2518 1924 1508
is_linear=0
shrinkage=0.00196078


Tree=9870
num_leaves=6
num_cat=0
split_feature=43 3 16 47 3
split_gain=7.66902e-06 2.72109e-05 1.95092e-05 2.29912e-05 2.76485e-05
threshold=-0.04890499999999999 -0.077774999999999983 0.064860000000000015 0.077555000000000013 0.090900000000000009
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=-0.0040331585391706962 -0.0028931375111532522 0.01707244386740462 -0.014577500291265323 -0.011263227843560092 0.01868748081616832
leaf_weight=0.0015373913143621836 0.0013714253994120849 0.0010136201707312365 0.0010324320703663857 0.0010515487311342727 0.0010468196216172907
leaf_count=960 1020 495 268 182 196
internal_value=0 0.00435295 -0.00250974 0.00108101 0.00644877
internal_weight=0 0.00255101 0.00450223 0.00346979 0.00241825
internal_count=3121 1455 1666 1398 1216
is_linear=0
shrinkage=0.1


Tree=9871
num_leaves=7
num_cat=0
split_feature=484 48 0 52 2 43
split_gain=3.80222e-05 2.29811e-05 7.34489e-05 3.69878e-05 4.43382e-05 3.50438e-05
threshold=0.065750000000000017 0.083985000000000018 -0.18113999999999997 -1.0000000180025095e-35 0.10097500000000002 -0.0037449999999999996
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=-0.0004584959400922276 0.0003577662412031991 -0.00023489497421837554 0.00047981093329543226 -0.00013918446863078491 -0.00035297269727683648 0.00034999090319271116
leaf_weight=0.0010305844193623107 0.0010048660533220587 0.0011404697975075859 0.0010729059024388128 0.0010478942682254242 0.0011221901704102223 0.0012168883444169305
leaf_count=683 402 81 455 749 308 443
internal_value=0 -5.15268e-05 0.00011155 -0.000133235 -3.42646e-05 0.000123654
internal_weight=0 0.00663093 0.00221338 0.00441756 0.00338697 0.00226478
internal_count=3121 2719 536 2183 1500 1192
is_linear=0
shrinkage=0.00196078


Tree=9872
num_leaves=6
num_cat=0
split_feature=484 3 12 1 4
split_gain=1.77657e-05 1.85991e-05 2.83953e-05 5.76995e-05 4.04683e-05
threshold=0.041405000000000004 0.10893000000000001 0.092355000000000007 0.094385000000000011 -0.077679999999999985
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.00018565439160981288 0.00023829922196741258 -0.00022398103196673617 -0.00021551425141462494 0.00046672019536938842 -0.00034728722682520732
leaf_weight=0.001135786495760726 0.0010006064046527777 0.0016231278300566946 0.0014020445269934895 0.0011772102091385708 0.0010581283691482187
leaf_count=613 439 225 840 352 652
internal_value=0 -4.26643e-05 1.89929e-05 0.000116524 -7.13841e-05
internal_weight=0 0.0063963 0.00477317 0.00337113 0.00219391
internal_count=3121 2682 2457 1617 1265
is_linear=0
shrinkage=0.00196078


Tree=9873
num_leaves=6
num_cat=0
split_feature=151 48 1 1 4
split_gain=7.56638e-06 2.45698e-05 3.74892e-05 3.54952e-05 1.71533e-05
threshold=-0.067694999999999991 0.093265000000000015 0.111945 0.090740000000000015 -0.083854999999999985
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=-0.0075871804866311987 0.0062842838852725765 0.014844231496931957 0.014334904861810514 -0.022521311197732662 -0.0098172916226140147
leaf_weight=0.001114466544643475 0.0015585689236146355 0.0011052660238361949 0.0011226401576236028 0.0010094376818013456 0.0011496608217581683
leaf_count=486 453 255 325 413 1189
internal_value=0 0.0013916 -0.00168026 -0.00651643 -0.000550938
internal_weight=0 0.00594557 0.00484031 0.00371767 0.00270823
internal_count=3121 2635 2380 2055 1642
is_linear=0
shrinkage=0.1


Tree=9874
num_leaves=6
num_cat=0
split_feature=42 43 3 0 4
split_gain=8.07257e-06 2.26634e-05 2.60647e-05 2.99949e-05 3.44849e-05
threshold=0.091735000000000025 0.031595000000000005 0.12178000000000001 -0.17169499999999996 -0.0029599999999999995
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.015946522567366433 -0.0081968887133431027 0.015117893485833249 -0.015684404824889652 0.0057806660144092093 -0.016629866347006805
leaf_weight=0.0011442403160435016 0.0010315672404144528 0.001000765394286794 0.0010140108476615192 0.0017109249853518196 0.0011469152940285555
leaf_count=142 667 302 171 1374 465
internal_value=0 0.00137766 -0.00136366 0.00226479 -0.00321318
internal_weight=0 0.00601686 0.00501609 0.00400208 0.00285784
internal_count=3121 2454 2152 1981 1839
is_linear=0
shrinkage=0.1


Tree=9875
num_leaves=6
num_cat=0
split_feature=42 160 43 16 48
split_gain=6.86871e-06 1.86655e-05 2.15541e-05 3.25726e-05 2.67517e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 -0.056919999999999991 0.086260000000000017
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.007273752664951498 -0.0089524272223496203 0.015887706658183263 0.017901038439035885 -0.013415705298407266 -0.0040338505059231639
leaf_weight=0.001101498110492918 0.0013618143762282086 0.0012011210631356658 0.0011543495633546781 0.0011454472627916916 0.0010726729169343939
leaf_count=862 828 482 498 322 129
internal_value=0 0.00132452 0.00438455 0.000287644 0.00733583
internal_weight=0 0.00593541 0.00457359 0.00337247 0.00222702
internal_count=3121 2259 1431 949 627
is_linear=0
shrinkage=0.1


Tree=9876
num_leaves=6
num_cat=0
split_feature=484 151 48 16 3
split_gain=1.98175e-05 1.43612e-05 4.24989e-05 4.09637e-05 2.44215e-05
threshold=0.044540000000000003 -0.0083949999999999979 0.091545000000000015 -0.15241499999999997 -0.015584999999999998
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.00023159254922632604 0.0002508185436336209 0.00023654482958224301 0.00033324119861376597 -3.5032727814192783e-05 -0.00039282365348010146
leaf_weight=0.0012774902215567279 0.0010031235762183307 0.0010542852332552904 0.0011475790498144201 0.0014656518646822363 0.0014681720085085849
leaf_count=439 435 283 234 1533 197
internal_value=0 -4.55514e-05 7.25874e-07 -9.49555e-05 -0.000214082
internal_weight=0 0.00641318 0.00513569 0.00398811 0.00293382
internal_count=3121 2686 2247 2013 1730
is_linear=0
shrinkage=0.00196078


Tree=9877
num_leaves=5
num_cat=0
split_feature=42 49 15 4
split_gain=8.33519e-06 2.16131e-05 1.94415e-05 3.3722e-05
threshold=0.091735000000000025 -0.0060549999999999988 -0.037864999999999989 -0.084369999999999987
decision_type=2 2 2 2
left_child=1 -1 -3 -4
right_child=-2 2 3 -5
leaf_value=-0.0083215146878470331 -0.0083311463129263769 -0.0030159335765866644 8.6859569708649766e-05 0.022977114498327456
leaf_weight=0.0016553010848506435 0.0010307021172885978 0.0017567296592057788 0.0013998041014022674 0.0011913461232497722
leaf_count=540 667 781 509 624
internal_value=0 0.001403 0.00510527 0.0106112
internal_weight=0 0.00600318 0.00434788 0.00259115
internal_count=3121 2454 1914 1133
is_linear=0
shrinkage=0.1


Tree=9878
num_leaves=5
num_cat=0
split_feature=15 52 3 12
split_gain=9.68577e-06 2.61001e-05 2.46673e-05 4.93728e-05
threshold=1.0000000180025095e-35 -0.081429999999999989 0.10893000000000001 0.082095000000000015
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=0.014256395836859346 -0.006941611551611636 0.014691294511077825 -0.01286931437395219 -0.012447676852952852
leaf_weight=0.0013131795337435522 0.0015700239186977006 0.0016280418068511848 0.0013751757461717608 0.0011395675494168648
leaf_count=658 1216 373 180 694
internal_value=0 0.00197155 -0.0019225 0.00351678
internal_weight=0 0.00545596 0.00414279 0.00276761
internal_count=3121 1905 1247 1067
is_linear=0
shrinkage=0.1


Tree=9879
num_leaves=6
num_cat=0
split_feature=3 1 0 0 4
split_gain=9.95778e-06 1.76154e-05 5.52845e-05 5.49777e-05 2.45635e-05
threshold=0.13524500000000003 0.11323000000000001 -0.17169499999999996 -0.084269999999999984 -0.10429499999999998
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.00037670558795031801 0.00016758589444840221 -0.00022867038432406413 -0.00042285371469967666 -9.9271534063435598e-05 0.00031235397441307358
leaf_weight=0.001255793533565335 0.0011256843852681621 0.0013746674430302665 0.0013011106566165457 0.0012577044692408425 0.0010009681460310649
leaf_count=147 192 315 1086 254 1127
internal_value=0 -3.28999e-05 2.29852e-05 -0.000101798 8.31471e-05
internal_weight=0 0.00619024 0.00481558 0.00355978 0.00225867
internal_count=3121 2929 2614 2467 1381
is_linear=0
shrinkage=0.00196078


Tree=9880
num_leaves=5
num_cat=0
split_feature=4 13 13 1
split_gain=9.51766e-06 1.60798e-05 2.415e-05 2.86123e-05
threshold=0.24564500000000003 -0.13710499999999998 -0.0034749999999999994 0.086560000000000012
decision_type=2 2 2 2
left_child=1 -1 -3 -4
right_child=-2 2 3 -5
leaf_value=-0.013451093754139071 0.0064777943827321969 0.010974373655225522 0.0071557883182027928 -0.013248841531011676
leaf_weight=0.0010114948399879116 0.0017065731368174422 0.001467529894529388 0.0011700539043252801 0.001665336377096987
leaf_count=166 426 1701 466 362
internal_value=0 -0.0021059 0.000561038 -0.00482865
internal_weight=0 0.00531442 0.00430292 0.00283539
internal_count=3121 2695 2529 828
is_linear=0
shrinkage=0.1


Tree=9881
num_leaves=6
num_cat=0
split_feature=3 1 0 0 4
split_gain=9.83075e-06 1.68295e-05 5.90303e-05 5.21445e-05 2.31896e-05
threshold=0.13524500000000003 0.11323000000000001 -0.17169499999999996 -0.084269999999999984 -0.16363499999999997
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.020230506812535895 0.0087547604150202529 -0.011576441608189717 -0.021825107876744618 -0.0067982747689279092 0.013917838656805763
leaf_weight=0.0012074651059776642 0.0010806051740347667 0.0013190826631962671 0.0012429668136649074 0.0010486959539464475 0.0011147293782844984
leaf_count=147 192 315 1086 224 1157
internal_value=0 -0.0016156 0.00123217 -0.00550218 0.00387594
internal_weight=0 0.00593294 0.00461386 0.00340639 0.00216343
internal_count=3121 2929 2614 2467 1381
is_linear=0
shrinkage=0.1


Tree=9882
num_leaves=5
num_cat=0
split_feature=15 42 52 2
split_gain=8.1848e-06 2.42521e-05 2.76267e-05 4.67239e-05
threshold=1.0000000180025095e-35 0.079510000000000011 -0.078224999999999975 0.10613000000000002
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=0.020098614981278965 -0.0063910703198593911 -0.0094041747904651217 0.011712314361386235 -0.013521714333221633
leaf_weight=0.0010103257629123174 0.0015639247782712308 0.0014217831238861481 0.0017255153854792544 0.0012766986829473937
leaf_count=389 1216 910 379 227
internal_value=0 0.00181846 0.00579503 0.000981484
internal_weight=0 0.00543432 0.00401254 0.00300221
internal_count=3121 1905 995 606
is_linear=0
shrinkage=0.1


Tree=9883
num_leaves=5
num_cat=0
split_feature=16 1 43 1
split_gain=1.50549e-05 5.19968e-05 3.9258e-05 2.38423e-05
threshold=0.38525000000000004 0.077565000000000009 -1.0000000180025095e-35 0.10508500000000001
decision_type=2 2 2 2
left_child=1 -1 -3 -4
right_child=-2 2 3 -5
leaf_value=-0.00032198189410374692 0.00021817203617432152 0.00032020235601915443 -0.00025792318822311631 9.4849419837068064e-05
leaf_weight=0.0018013103377500098 0.0010071896317544503 0.0015898115641403768 0.0013210373421942915 0.0016648648448839853
leaf_count=1511 311 678 326 295
internal_value=0 -3.97901e-05 7.12996e-05 -6.1226e-05
internal_weight=0 0.00637702 0.00457571 0.0029859
internal_count=3121 2810 1299 621
is_linear=0
shrinkage=0.00196078


Tree=9884
num_leaves=6
num_cat=0
split_feature=16 4 16 2 15
split_gain=1.66792e-05 5.49749e-05 2.37295e-05 2.7966e-05 6.00665e-05
threshold=0.38525000000000004 -0.27825499999999997 -0.008904999999999998 0.084055000000000005 -0.10324499999999999
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.00045702532903779832 0.00022833738454096115 0.00018683313815191842 0.00025321480201561866 0.00020193447589017877 -0.0004000848540136894
leaf_weight=0.0010259512699910146 0.0010274864380348117 0.0013777604275337862 0.001444271307209785 0.0010669573356560629 0.0015819309688030606
leaf_count=155 311 629 645 317 1064
internal_value=0 -4.05141e-05 3.75935e-05 -3.97452e-05 -0.000157595
internal_weight=0 0.00649687 0.00547092 0.00402665 0.00264889
internal_count=3121 2810 2655 2010 1381
is_linear=0
shrinkage=0.00196078


Tree=9885
num_leaves=6
num_cat=0
split_feature=484 48 16 52 2
split_gain=3.19763e-05 2.69294e-05 2.81874e-05 2.2022e-05 5.92043e-05
threshold=0.044540000000000003 0.092475000000000016 -0.15241499999999997 0.096795000000000006 0.086950000000000013
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=0.00011124938652494034 0.00031935330367714759 0.00016487100837965342 -6.6208212873285595e-05 2.7576584308223251e-05 -0.00067543321110037852
leaf_weight=0.0013852826021501625 0.0010224643041204561 0.0016311280351245482 0.00149616816865 0.0010007647597423852 0.0010392761670052696
leaf_count=361 435 336 856 356 777
internal_value=0 -5.34725e-05 -0.000125838 -0.000218715 -0.000315929
internal_weight=0 0.00655262 0.00492149 0.00353621 0.00253544
internal_count=3121 2686 2350 1989 1633
is_linear=0
shrinkage=0.00196078


Tree=9886
num_leaves=5
num_cat=0
split_feature=4 2 2 16
split_gain=9.15149e-06 1.79007e-05 3.02699e-05 1.48561e-05
threshold=0.24564500000000003 0.10672500000000001 0.092875000000000013 -0.078844999999999985
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=0.0087223206278087533 0.0063681194404060781 0.0075804839940073823 -0.020466770666728543 -0.0060088624052378366
leaf_weight=0.0011109293100539847 0.0016980367997792801 0.001412968443544751 0.0010093456831780324 0.0017838669188173875
leaf_count=756 426 438 466 1035
internal_value=0 -0.00206432 -0.00555491 -0.00035551
internal_weight=0 0.00531711 0.00390414 0.0028948
internal_count=3121 2695 2257 1791
is_linear=0
shrinkage=0.1


Tree=9887
num_leaves=5
num_cat=0
split_feature=3 52 0 0
split_gain=9.16725e-06 1.50937e-05 2.85252e-05 3.07821e-05
threshold=0.13524500000000003 -0.069804999999999992 -0.17169499999999996 -0.060129999999999996
decision_type=2 2 2 2
left_child=1 -1 -3 -4
right_child=-2 2 3 -5
leaf_value=-0.0091390755944990697 0.0084569914570892021 0.016273482338149566 -0.011115492918165819 0.0092958474742528534
leaf_weight=0.0018221554058808235 0.0010789565889887604 0.0010222663327380402 0.0018585122695822587 0.0012264004598948697
leaf_count=817 192 126 1734 252
internal_value=0 -0.00156423 0.00179636 -0.00300101
internal_weight=0 0.00592933 0.00410718 0.00308491
internal_count=3121 2929 2112 1986
is_linear=0
shrinkage=0.1


Tree=9888
num_leaves=5
num_cat=0
split_feature=1 4 3 12
split_gain=2.88038e-05 4.24974e-05 3.05415e-05 5.03344e-05
threshold=0.090405000000000013 -0.15764999999999998 0.10893000000000001 0.090840000000000018
decision_type=2 2 2 2
left_child=1 -1 3 -2
right_child=2 -3 -4 -5
leaf_value=0.00010120402241906839 0.00044365850474096174 -0.00033774789480130131 -0.00013660831062800707 -7.4684040907654548e-05
leaf_weight=0.0015116411745035522 0.0016035402181679426 0.0019314920145271635 0.0014608188127233726 0.0013075944987596916
leaf_count=142 459 1858 240 422
internal_value=0 -0.000145035 9.4742e-05 0.000210835
internal_weight=0 0.00344313 0.00437195 0.00291113
internal_count=3121 2000 1121 881
is_linear=0
shrinkage=0.00196078


Tree=9889
num_leaves=6
num_cat=0
split_feature=16 4 16 16 2
split_gain=1.84691e-05 4.92356e-05 2.83607e-05 3.05341e-05 2.42803e-05
threshold=0.38525000000000004 -0.27825499999999997 -0.008904999999999998 -0.088159999999999988 0.092755000000000018
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.00043674378489019544 0.00024652192235542167 0.00024949272460725503 0.00027300858107374824 -0.00031713744070653322 -0.00011766739672087452
leaf_weight=0.0010112146494851157 0.0010014204187577284 0.0013511640909827133 0.0014158836492291233 0.0011637329440224381 0.0014204555317400736
leaf_count=155 311 542 645 1081 387
internal_value=0 -3.99519e-05 3.50292e-05 -5.05924e-05 6.13231e-05
internal_weight=0 0.00636245 0.00535124 0.00393535 0.00277162
internal_count=3121 2810 2655 2010 929
is_linear=0
shrinkage=0.00196078


Tree=9890
num_leaves=6
num_cat=0
split_feature=0 1 16 0 48
split_gain=9.48275e-06 2.02233e-05 2.68243e-05 1.2853e-05 6.26187e-06
threshold=-0.14920999999999998 0.11588000000000001 -0.088394999999999987 -0.043914999999999989 0.087215000000000015
decision_type=2 2 2 2 2
left_child=4 2 -2 -4 -1
right_child=1 -3 3 -5 -6
leaf_value=-5.2800111208049655e-05 -0.015247554958274102 0.013865103259753309 0.01040618127895934 -0.0031686561243014244 -0.011076806705063995
leaf_weight=0.0010011650945952154 0.0010004802561389184 0.0011651103514568923 0.0014409810500667264 0.0013518119015740811 0.0010616431148153943
leaf_count=200 570 368 1624 273 86
internal_value=0 0.00234173 -0.0011977 0.00383547 -0.00572641
internal_weight=0 0.00495838 0.00379327 0.00279279 0.00206281
internal_count=3121 2835 2467 1897 286
is_linear=0
shrinkage=0.1


Tree=9891
num_leaves=6
num_cat=0
split_feature=4 2 52 52 3
split_gain=1.2957e-05 1.75105e-05 3.34797e-05 3.15876e-05 1.27005e-05
threshold=0.24564500000000003 0.10672500000000001 -0.088204999999999992 0.084960000000000022 -0.011549999999999998
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.00042354583543647228 0.00014185454024005182 0.00013257868139010838 -2.7672789688348559e-05 -0.00028840224899283302 0.0002811941116667954
leaf_weight=0.0010200285479051376 0.0017942249631884106 0.0014915893598845828 0.0010143316331639755 0.0010631304837210673 0.0010332116668854839
leaf_count=479 426 438 881 768 129
internal_value=0 -4.9521e-05 -0.000115277 -1.41916e-05 0.000128185
internal_weight=0 0.00562229 0.0041307 0.00311067 0.00204754
internal_count=3121 2695 2257 1778 1010
is_linear=0
shrinkage=0.00196078


Tree=9892
num_leaves=6
num_cat=0
split_feature=13 3 1 3 1
split_gain=8.47572e-06 1.93532e-05 3.53384e-05 3.63326e-05 1.88286e-05
threshold=-0.084034999999999985 0.10893000000000001 0.095285000000000022 -0.082094999999999987 0.08844500000000001
decision_type=2 2 2 2 2
left_child=4 2 3 -2 -1
right_child=1 -3 -4 -5 -6
leaf_value=-0.0037703667208772566 0.0054220134439305033 -0.014431642003428839 0.012423996541410652 -0.020468624610761342 0.014563375153892539
leaf_weight=0.0011654907030427526 0.0011029889326551886 0.0010458528026182374 0.001562823433998333 0.0010657100714609087 0.001078540823827174
leaf_count=610 814 108 555 722 312
internal_value=0 -0.00240929 0.000960282 -0.00730078 0.00504131
internal_weight=0 0.00477738 0.00373152 0.0021687 0.00224403
internal_count=3121 2199 2091 1536 922
is_linear=0
shrinkage=0.1


Tree=9893
num_leaves=7
num_cat=0
split_feature=484 1 12 151 16 43
split_gain=2.67588e-05 2.23706e-05 3.62486e-05 4.74249e-05 6.6772e-05 1.83186e-05
threshold=0.073690000000000019 0.12500000000000003 0.098810000000000023 -0.0083949999999999979 -0.15241499999999997 -0.0037449999999999996
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=-0.00037121788961012821 0.0002957002458801424 0.00022384650822819275 -0.00042516616094130015 0.00047962889888176309 -0.00028632970416545255 5.5993704799923783e-05
leaf_weight=0.0011295464060020423 0.0010074313196603351 0.0010000699505219356 0.0010403049619084493 0.0011472948136839242 0.0010689396447561227 0.0013729346366242209
leaf_count=385 394 232 387 195 977 551
internal_value=0 -4.68504e-05 -9.38576e-05 -2.08162e-05 8.94587e-05 -9.38597e-05
internal_weight=0 0.00675909 0.00575902 0.00471872 0.00358917 0.00244187
internal_count=3121 2727 2495 2108 1723 1528
is_linear=0
shrinkage=0.00196078


Tree=9894
num_leaves=6
num_cat=0
split_feature=3 1 48 2 3
split_gain=7.74403e-06 1.78798e-05 4.90406e-05 2.86297e-05 4.50838e-05
threshold=0.13524500000000003 0.11323000000000001 0.089965000000000017 0.084245000000000014 -0.020429999999999997
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.0078066590535582573 0.0077545024242783901 -0.011688696469853196 0.020909324710356413 0.0018460048416299613 -0.026376667828219954
leaf_weight=0.0013113856572908589 0.0010816120598270149 0.0013241854589427114 0.0010148893962175047 0.0012711847724159557 0.00102031903991745
leaf_count=703 192 315 303 1372 236
internal_value=0 -0.00144495 0.00149253 -0.00397694 -0.0107205
internal_weight=0 0.00594196 0.00461778 0.00360289 0.0022915
internal_count=3121 2929 2614 2311 1608
is_linear=0
shrinkage=0.1


Tree=9895
num_leaves=6
num_cat=0
split_feature=15 151 0 42 4
split_gain=7.56939e-06 2.47555e-05 4.48445e-05 2.79811e-05 1.21718e-05
threshold=1.0000000180025095e-35 -0.044604999999999992 -0.15350499999999997 0.079510000000000011 -0.019614999999999997
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.012216998802294184 -0.0061484299500186891 0.023284090281979229 0.012056720091916721 -0.014445622275247642 -0.0023242054385588036
leaf_weight=0.0010305128093786864 0.0015677949628853868 0.0010284157064976256 0.0012707171889785886 0.0010157214602108363 0.001096318649976728
leaf_count=470 1216 118 252 620 445
internal_value=0 0.00173767 0.00499767 -0.000561707 0.00539604
internal_weight=0 0.00544169 0.00441117 0.00338276 0.00236704
internal_count=3121 1905 1435 1317 697
is_linear=0
shrinkage=0.1


Tree=9896
num_leaves=5
num_cat=0
split_feature=4 13 13 1
split_gain=7.78608e-06 1.74105e-05 2.44942e-05 2.68058e-05
threshold=0.24564500000000003 -0.13710499999999998 -0.0034749999999999994 0.086560000000000012
decision_type=2 2 2 2
left_child=1 -1 -3 -4
right_child=-2 2 3 -5
leaf_value=-0.013731830258679851 0.0059056870871594946 0.011349434495151488 0.0070342032630096238 -0.012703687049752646
leaf_weight=0.0010078079865722071 0.0016825970739604082 0.0014692925083334548 0.0011717147892711282 0.0016669224129071145
leaf_count=166 426 1701 466 362
internal_value=0 -0.00189953 0.000868551 -0.0045564
internal_weight=0 0.00531574 0.00430793 0.00283864
internal_count=3121 2695 2529 828
is_linear=0
shrinkage=0.1


Tree=9897
num_leaves=6
num_cat=0
split_feature=484 13 1 3 3
split_gain=1.44389e-05 1.8018e-05 4.17735e-05 2.21181e-05 3.09795e-05
threshold=0.041405000000000004 -0.076599999999999988 0.08844500000000001 0.097915000000000016 -0.028564999999999997
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -3
right_child=-2 3 -4 -5 -6
leaf_value=-0.00015460144394537531 0.00021293856866416773 -0.0001968697570567515 0.00036536918106742737 -0.00033892702334933862 0.00022267238865689555
leaf_weight=0.0012372222017886093 0.0010019249300073337 0.0016381635108089405 0.0011426281763793366 0.0012327094343828719 0.0011529173874206314
leaf_count=653 439 1236 377 146 270
internal_value=0 -4.01921e-05 9.505e-05 -0.00012018 -2.35686e-05
internal_weight=0 0.00640364 0.00237985 0.00402379 0.00279108
internal_count=3121 2682 1030 1652 1506
is_linear=0
shrinkage=0.00196078


Tree=9898
num_leaves=5
num_cat=0
split_feature=49 3 2 15
split_gain=8.4928e-06 1.55723e-05 3.09585e-05 1.83738e-05
threshold=-0.043469999999999995 -0.078934999999999991 0.10613000000000002 -0.016799999999999995
decision_type=2 2 2 2
left_child=-1 -2 3 -3
right_child=1 2 -4 -5
leaf_value=0.00635927479805189 -0.0094740088383338528 0.00028138638244417106 -0.0094059666902999734 0.018836810673537787
leaf_weight=0.0016052960353040444 0.0018141007901086911 0.0010683456290656917 0.0014446446120967961 0.0010662608018897123
leaf_count=425 1565 403 397 331
internal_value=0 -0.00192636 0.00189908 0.00955004
internal_weight=0 0.00539335 0.00357925 0.00213461
internal_count=3121 2696 1131 734
is_linear=0
shrinkage=0.1


Tree=9899
num_leaves=6
num_cat=0
split_feature=2 13 43 3 15
split_gain=7.83204e-06 2.04209e-05 1.82855e-05 2.09862e-05 3.0585e-06
threshold=0.099185000000000009 -0.08971999999999998 -0.074359999999999996 0.048265000000000009 -0.068899999999999975
decision_type=2 2 2 2 2
left_child=2 -2 -1 -4 -3
right_child=1 4 3 -5 -6
leaf_value=0.0046849436482536656 0.015032691466645896 0.0017460080161681353 -0.018197974386108959 0.0014020273975972975 -0.0060696266370635901
leaf_weight=0.0017391714952034215 0.0010550286214426976 0.0010023890354233949 0.0011695602154381309 0.0010251032989219391 0.001000423433752189
leaf_count=936 200 343 1097 169 376
internal_value=0 0.00377322 -0.00297381 -0.00904303 -0.00215797
internal_weight=0 0.00305784 0.00393384 0.00219466 0.00200281
internal_count=3121 919 2202 1266 719
is_linear=0
shrinkage=0.1


Tree=9900
num_leaves=6
num_cat=0
split_feature=16 4 16 2 1
split_gain=1.81843e-05 4.96253e-05 3.47823e-05 2.76559e-05 4.8778e-05
threshold=0.38525000000000004 -0.27825499999999997 -0.008904999999999998 0.084055000000000005 0.10557500000000002
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.00044047668465832518 0.00022940670264614101 0.00015431539139403001 0.00028354148888701784 -0.00044456285955042841 8.7436734874236897e-05
leaf_weight=0.0010488413832953347 0.001041146334698333 0.0013979349523720072 0.0014666074350818629 0.0013658855015812718 0.0012869234634143559
leaf_count=155 311 629 645 1131 250
internal_value=0 -4.95144e-05 2.48071e-05 -6.887e-05 -0.000186481
internal_weight=0 0.00656619 0.00551735 0.00405074 0.00265281
internal_count=3121 2810 2655 2010 1381
is_linear=0
shrinkage=0.00196078


Tree=9901
num_leaves=6
num_cat=0
split_feature=16 4 16 16 2
split_gain=1.30933e-05 5.34758e-05 2.62355e-05 3.33256e-05 2.69968e-05
threshold=0.38525000000000004 -0.27825499999999997 -0.008904999999999998 -0.088159999999999988 0.092755000000000018
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.00044938950991885455 0.00020465085071104562 0.00027179035986746195 0.00026922153885384841 -0.0003195023028313546 -0.00011336238060328465
leaf_weight=0.0010126867632883167 0.0010061343693025535 0.0013720432336668271 0.0014311337371806891 0.0011630030903918218 0.0014278264787416462
leaf_count=155 311 542 645 1081 387
internal_value=0 -3.59522e-05 4.16678e-05 -4.051e-05 7.53772e-05
internal_weight=0 0.00640669 0.00539401 0.00396287 0.00279987
internal_count=3121 2810 2655 2010 929
is_linear=0
shrinkage=0.00196078


Tree=9902
num_leaves=6
num_cat=0
split_feature=0 2 52 3 48
split_gain=7.67187e-06 2.18567e-05 3.18133e-05 2.88122e-05 8.10174e-06
threshold=-0.14920999999999998 0.10981000000000002 0.0060650000000000009 -0.078934999999999991 0.087555000000000008
decision_type=2 2 2 2 2
left_child=4 2 3 -2 -1
right_child=1 -3 -4 -5 -6
leaf_value=0.0012114103553368359 -0.0066025394105519294 0.014675508700600326 -0.015054418824078007 0.014173170554901275 -0.011361076113103068
leaf_weight=0.0010087379357468593 0.0012369121553772783 0.0010800789996847767 0.0011858747493611668 0.0014500782440776832 0.0010420009147021694
leaf_count=203 909 503 931 492 83
internal_value=0 0.00209643 -0.00141167 0.00460941 -0.0051768
internal_weight=0 0.00495294 0.00387287 0.00268699 0.00205074
internal_count=3121 2835 2332 1401 286
is_linear=0
shrinkage=0.1


Tree=9903
num_leaves=5
num_cat=0
split_feature=4 13 3 12
split_gain=7.79196e-06 1.68143e-05 2.09825e-05 3.50095e-05
threshold=0.24564500000000003 -0.13710499999999998 0.083060000000000009 0.081420000000000006
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=-0.013560617948376494 0.005898051087643544 0.017980878885234291 -0.010164820254794517 -0.0037203232071093767
leaf_weight=0.0010043309214333492 0.0016836476090370507 0.0012670521816982743 0.00124060164099149 0.0017987180981537143
leaf_count=166 426 298 185 2046
internal_value=0 -0.00190915 0.000808199 0.00524857
internal_weight=0 0.0053107 0.00430637 0.00306577
internal_count=3121 2695 2529 2344
is_linear=0
shrinkage=0.1


Tree=9904
num_leaves=6
num_cat=0
split_feature=484 42 43 16 15
split_gain=2.219e-05 1.94456e-05 3.03814e-05 2.86323e-05 4.1394e-05
threshold=0.044540000000000003 -0.025789999999999997 -0.061959999999999994 0.0057500000000000008 -0.095869999999999983
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.00028896571428159873 0.00026857621238841005 0.00023986582055814644 -0.00025160005023085294 -0.00037179154674929374 0.00022019974163848443
leaf_weight=0.0010506485770951975 0.0010032300244262205 0.0014992324337838652 0.0012850774311364966 0.0010151334509736019 0.0016115633291183882
leaf_count=660 435 837 219 252 718
internal_value=0 -4.48592e-05 2.53869e-06 -8.84197e-05 1.08886e-05
internal_weight=0 0.00646166 0.00541101 0.00391177 0.00289664
internal_count=3121 2686 2026 1189 937
is_linear=0
shrinkage=0.00196078


Tree=9905
num_leaves=6
num_cat=0
split_feature=484 43 12 48 0
split_gain=2.54726e-05 2.23386e-05 4.09429e-05 3.89246e-05 2.53882e-05
threshold=0.064170000000000019 -0.14968999999999996 0.088615000000000013 0.092475000000000016 -0.10224499999999999
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.00017562993679690341 0.00028607601141647835 -0.00033563316203170398 -0.000356446703393676 0.00029348907397522094 7.8319599659528298e-05
leaf_weight=0.0013499254159268746 0.0010039061703542669 0.0011947326307676642 0.0017076619929289822 0.0012380678344582957 0.0010886977380284444
leaf_count=250 406 270 1110 202 883
internal_value=0 -4.92423e-05 -0.000107294 1.35266e-05 -0.000138268
internal_weight=0 0.00657909 0.00522916 0.0035215 0.00228343
internal_count=3121 2715 2465 1355 1153
is_linear=0
shrinkage=0.00196078


Tree=9906
num_leaves=6
num_cat=0
split_feature=42 12 52 16 15
split_gain=1.76074e-05 2.22683e-05 4.43884e-05 5.91851e-05 3.02941e-05
threshold=-0.025789999999999997 0.098810000000000023 -0.066844999999999988 -0.008904999999999998 -0.10653
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
right_child=1 -3 3 -5 -6
leaf_value=-0.00022393731767527658 -0.00018616146506691096 -0.00022834549371607586 0.00031618030453618598 0.00060987035919632024 -0.00011032214203417669
leaf_weight=0.0011618954819253968 0.0015754345009770217 0.001007975483837938 0.001044491968669197 0.0010164038482525094 0.0016545420449668388
leaf_count=712 627 267 282 308 925
internal_value=0 3.87591e-05 8.96458e-05 0.000206595 5.47289e-05
internal_weight=0 0.00629885 0.00529087 0.00371544 0.00269903
internal_count=3121 2409 2142 1515 1207
is_linear=0
shrinkage=0.00196078


Tree=9907
num_leaves=6
num_cat=0
split_feature=484 0 0 15 52
split_gain=2.03999e-05 1.7304e-05 3.57971e-05 3.19215e-05 2.89526e-05
threshold=0.044540000000000003 -0.11756999999999999 -0.082974999999999979 -0.095869999999999983 0.091275000000000009
decision_type=2 2 2 2 2
left_child=1 3 -3 -1 -4
right_child=-2 2 4 -5 -6
leaf_value=-0.00039456498723832773 0.00025730135151271611 0.00030748521069724527 -0.00026834157053426053 6.485268862447024e-05 0.00013029688129131807
leaf_weight=0.0012331662859910325 0.0010045074270241356 0.0012672689230585526 0.0015572872018685723 0.0011002832318103999 0.0012731182798808782
leaf_count=185 435 909 1008 231 353
internal_value=0 -4.31562e-05 3.35959e-05 -0.000177937 -8.90337e-05
internal_weight=0 0.00643112 0.00409767 0.00233345 0.00283041
internal_count=3121 2686 2270 416 1361
is_linear=0
shrinkage=0.00196078


Tree=9908
num_leaves=5
num_cat=0
split_feature=457 1 13 1
split_gain=8.35544e-06 1.76555e-05 2.02453e-05 2.46654e-05
threshold=0.069910000000000014 0.122185 -0.084034999999999985 0.081670000000000006
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=0.0042192808041619304 0.0084196387782267401 0.010639704034070319 0.0027998449618748819 -0.015686504909243431
leaf_weight=0.0019131542979382182 0.00100215501448406 0.001007151327755515 0.001144029367927455 0.0019553315647976551
leaf_count=736 267 286 1078 754
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internal_weight=0 0.00601967 0.00501252 0.00309936
internal_count=3121 2854 2568 1832
is_linear=0
shrinkage=0.1


Tree=9909
num_leaves=5
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split_feature=1 4 47 3
split_gain=2.81566e-05 5.46336e-05 2.71132e-05 3.41779e-05
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decision_type=2 2 2 2
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leaf_weight=0.0014953419894075145 0.0014218078706321618 0.0018741309376492025 0.0015267934507971247 0.0013265375578440971
leaf_count=142 658 1858 228 235
internal_value=0 -0.000144157 9.5528e-05 0.000211914
internal_weight=0 0.00336947 0.00427514 0.00274835
internal_count=3121 2000 1121 893
is_linear=0
shrinkage=0.00196078


Tree=9910
num_leaves=6
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split_feature=42 52 2 43 2
split_gain=8.46339e-06 2.02097e-05 3.83646e-05 3.33122e-05 1.87514e-05
threshold=0.091735000000000025 -0.088204999999999992 0.10613000000000002 -0.0037449999999999996 0.090050000000000005
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
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leaf_count=563 667 1025 344 369 153
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internal_weight=0 0.00599274 0.00482207 0.00314263 0.00200518
internal_count=3121 2454 1891 1547 522
is_linear=0
shrinkage=0.1


Tree=9911
num_leaves=5
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split_feature=16 1 43 4
split_gain=1.47469e-05 4.60392e-05 3.88871e-05 2.80238e-05
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decision_type=2 2 2 2
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right_child=-2 2 3 -5
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leaf_weight=0.0017976723274567875 0.0010056422375679126 0.0015865524125231092 0.001376975365806116 0.0016259554910140717
leaf_count=1511 311 678 368 253
internal_value=0 -3.80507e-05 6.61363e-05 -6.50552e-05
internal_weight=0 0.00638716 0.00458948 0.00300293
internal_count=3121 2810 1299 621
is_linear=0
shrinkage=0.00196078


Tree=9912
num_leaves=6
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split_feature=484 1 49 0 0
split_gain=1.82783e-05 1.70885e-05 3.04415e-05 4.13595e-05 3.38272e-05
threshold=0.044540000000000003 0.12337000000000002 -0.043469999999999995 -0.10836499999999999 0.047850000000000011
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=0.00141068006506875 0.001015461781281893 0.0010334195508285571 0.0013589727713985114 0.0016578462337671191 0.0010073785634789932
leaf_count=320 435 246 265 1701 154
internal_value=0 -4.41188e-05 -8.80659e-05 -0.00017495 -3.30067e-05
internal_weight=0 0.0064683 0.00543488 0.0040242 0.00266522
internal_count=3121 2686 2440 2120 1855
is_linear=0
shrinkage=0.00196078


Tree=9913
num_leaves=5
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split_feature=4 2 2 16
split_gain=8.79226e-06 1.66211e-05 2.82795e-05 1.29e-05
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decision_type=2 2 2 2
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right_child=-2 -3 -4 -5
leaf_value=0.0080335458490115152 0.0062358096241803629 0.007223171097560062 -0.019831009311204611 -0.0056604930886144447
leaf_weight=0.0011179943188989866 0.001693632948300672 0.0014225628850066899 0.0010079981425752727 0.0017881427260276054
leaf_count=756 426 438 466 1035
internal_value=0 -0.00203394 -0.00539837 -0.00039238
internal_weight=0 0.0053367 0.00391414 0.00290614
internal_count=3121 2695 2257 1791
is_linear=0
shrinkage=0.1


Tree=9914
num_leaves=6
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split_feature=484 43 3 2 48
split_gain=2.99286e-05 3.0787e-05 4.33783e-05 7.91047e-05 6.86191e-05
threshold=0.073690000000000019 -0.15323999999999996 -0.078934999999999991 0.083215000000000011 0.089350000000000013
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.0002104741226666932 0.00031128696279309349 -0.00041164373412003739 0.0004427614893595317 -0.00044147890598772584 0.00016622510582775827
leaf_weight=0.0013867908160216996 0.0010120775708425738 0.0014174342334922103 0.0010733681343501481 0.0016596722232689635 0.0012542089674822024
leaf_count=240 394 1337 346 586 218
internal_value=0 -5.01478e-05 -0.000117021 -1.2285e-05 -0.000179908
internal_weight=0 0.00679147 0.00540468 0.00398725 0.00291388
internal_count=3121 2727 2487 1150 804
is_linear=0
shrinkage=0.00196078


Tree=9915
num_leaves=6
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split_feature=52 0 4 0 15
split_gain=2.77561e-05 3.0043e-05 3.26706e-05 3.06476e-05 4.4379e-05
threshold=0.11434500000000002 -0.077999999999999986 -0.35136499999999998 -0.10607499999999999 -0.092489999999999989
decision_type=2 2 2 2 2
left_child=1 3 -3 4 -1
right_child=-2 2 -4 -5 -6
leaf_value=-0.00016028528954741748 -0.00030351300351249373 -4.8186552014426983e-05 0.00038793409144007013 -0.00034750333994039369 0.00032807051314018423
leaf_weight=0.0017406097168956476 0.0010089344351105114 0.0011386534032545542 0.0015722834550182386 0.0010650990549478973 0.0012146856695147167
leaf_count=228 501 202 681 1269 240
internal_value=0 4.52299e-05 0.000204754 -6.23364e-05 4.04387e-05
internal_weight=0 0.00673133 0.00271094 0.00402039 0.0029553
internal_count=3121 2620 883 1737 468
is_linear=0
shrinkage=0.00196078


Tree=9916
num_leaves=5
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split_feature=43 3 4 16
split_gain=7.79157e-06 2.51753e-05 1.91336e-05 2.86704e-05
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decision_type=2 2 2 2
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right_child=2 -3 3 -5
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leaf_weight=0.0015453503981911127 0.0014142920447824782 0.0010213373510137337 0.0017558067187747241 0.0013135002814582278
leaf_count=960 882 495 431 353
internal_value=0 0.00435417 -0.00255485 0.00187955
internal_weight=0 0.00256669 0.0044836 0.00306931
internal_count=3121 1455 1666 784
is_linear=0
shrinkage=0.1


Tree=9917
num_leaves=6
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split_feature=0 1 47 48 4
split_gain=7.99341e-06 2.85551e-05 2.12791e-05 4.7282e-05 2.49295e-05
threshold=0.041630000000000007 0.079415000000000013 0.092530000000000015 0.085130000000000025 0.053180000000000012
decision_type=2 2 2 2 2
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leaf_weight=0.0010014161421446326 0.0013777138290083429 0.0011403470187044934 0.0014280155958478515 0.0010474107459708063 0.0010477104722470718
leaf_count=1578 252 532 256 207 296
internal_value=0 -0.0016968 0.00159322 0.00608086 0.0144448
internal_weight=0 0.0056649 0.00466348 0.00323547 0.00218806
internal_count=3121 2869 1291 1035 828
is_linear=0
shrinkage=0.1


Tree=9918
num_leaves=6
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split_feature=16 4 16 16 16
split_gain=2.05251e-05 4.7979e-05 3.03242e-05 3.28255e-05 2.35216e-05
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decision_type=2 2 2 2 2
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leaf_weight=0.0010190014566099333 0.0010178548419561397 0.0015587495069254674 0.0014545961982646259 0.0011967022918124284 0.0012629726587438021
leaf_count=155 311 395 645 1081 534
internal_value=0 -4.21774e-05 3.05569e-05 -5.72552e-05 5.81549e-05
internal_weight=0 0.00649202 0.00547302 0.00401842 0.00282172
internal_count=3121 2810 2655 2010 929
is_linear=0
shrinkage=0.00196078


Tree=9919
num_leaves=6
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split_feature=484 43 12 48 0
split_gain=2.54979e-05 2.0806e-05 3.69982e-05 4.27878e-05 3.06916e-05
threshold=0.044540000000000003 -0.14968999999999996 0.088615000000000013 0.092475000000000016 -0.10224499999999999
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
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leaf_value=0.00016366916777196079 0.00027997500815030504 -0.00036813805023828511 -0.00034373602362293919 0.00030271444247323057 8.7564572773501186e-05
leaf_weight=0.0013566640470147806 0.0010234092338915028 0.0011971794840636041 0.0017267099688484371 0.0012236790338235578 0.0010815643320899969
leaf_count=250 435 269 1100 202 865
internal_value=0 -5.27018e-05 -0.000108838 6.96795e-06 -0.000151847
internal_weight=0 0.0065858 0.00522913 0.00350242 0.00227874
internal_count=3121 2686 2436 1336 1134
is_linear=0
shrinkage=0.00196078


Tree=9920
num_leaves=7
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split_feature=484 49 52 15 15 3
split_gain=1.46801e-05 2.15806e-05 2.96636e-05 5.38251e-05 6.44021e-05 2.32922e-05
threshold=0.044540000000000003 -0.080604999999999982 -0.07167999999999998 -0.11713499999999999 -0.031204999999999997 -0.020429999999999997
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 4 5 -7
leaf_value=0.00022727746740179591 0.00021551133562259991 -0.00039119535947854209 -0.0004028400040893008 0.00048488939472081675 8.666542766932206e-05 -0.00030688538494180604
leaf_weight=0.0010001180894291467 0.0010154396513482296 0.0010011315564575221 0.0010707199785499181 0.0011286803369846762 0.0013261398909600246 0.0010251393233875698
leaf_count=226 435 570 317 403 1071 99
internal_value=0 -3.78587e-05 -8.5621e-05 -1.83958e-05 9.98906e-05 -8.49196e-05
internal_weight=0 0.00655193 0.00555181 0.00455068 0.00347996 0.00235128
internal_count=3121 2686 2460 1890 1573 1170
is_linear=0
shrinkage=0.00196078


Tree=9921
num_leaves=6
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split_feature=16 4 0 13 1
split_gain=1.42055e-05 4.39603e-05 2.42596e-05 2.59997e-05 4.86305e-05
threshold=0.38525000000000004 -0.27825499999999997 -0.077999999999999986 -0.094514999999999988 0.094090000000000021
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.00040752678316454674 0.00021379480402071831 0.00021571175999987374 0.00027704194413097371 -0.00042320220591388584 7.5723253780346679e-05
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internal_value=0 -3.64463e-05 3.3593e-05 -3.6442e-05 -0.000129756
internal_weight=0 0.00650294 0.00547043 0.00424829 0.00310078
internal_count=3121 2810 2655 1981 1694
is_linear=0
shrinkage=0.00196078


Tree=9922
num_leaves=6
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split_feature=3 1 0 4 4
split_gain=8.186e-06 1.4918e-05 4.68621e-05 4.77889e-05 2.9463e-05
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decision_type=2 2 2 2 2
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leaf_count=147 192 315 300 619 1548
internal_value=0 -0.0014943 0.00118552 -0.00476625 0.0033899
internal_weight=0 0.00597899 0.0046427 0.00343663 0.00232458
internal_count=3121 2929 2614 2467 1848
is_linear=0
shrinkage=0.1


Tree=9923
num_leaves=6
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split_feature=0 0 3 4 48
split_gain=9.33867e-06 1.85808e-05 2.23522e-05 3.17933e-05 7.39673e-06
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decision_type=2 2 2 2 2
left_child=4 -2 -3 -4 -1
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leaf_weight=0.001003794341771831 0.0013331177615827578 0.0011099537040121605 0.0011735980898531697 0.0013747678760794007 0.0010575806415443461
leaf_count=200 352 281 422 1780 86
internal_value=0 0.00229994 -0.00138315 -0.00654186 -0.00570084
internal_weight=0 0.00499144 0.00365832 0.00254837 0.00206137
internal_count=3121 2835 2483 2202 286
is_linear=0
shrinkage=0.1


Tree=9924
num_leaves=6
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split_feature=16 4 16 16 15
split_gain=2.02945e-05 5.04278e-05 3.36547e-05 3.86841e-05 2.67467e-05
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decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
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leaf_value=-0.00043991033136272964 0.00025574050644027683 0.0002839270444880413 0.00028841153878286102 -0.00035678103518047347 -0.00010228111307430733
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leaf_count=155 311 340 645 1081 589
internal_value=0 -4.35294e-05 3.19359e-05 -6.07209e-05 6.48745e-05
internal_weight=0 0.00648141 0.0054448 0.0039998 0.00280841
internal_count=3121 2810 2655 2010 929
is_linear=0
shrinkage=0.00196078


Tree=9925
num_leaves=6
num_cat=0
split_feature=484 42 43 15 16
split_gain=1.27312e-05 2.20862e-05 2.94719e-05 3.14073e-05 4.14174e-05
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decision_type=2 2 2 2 2
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internal_value=0 -4.01039e-05 -0.000112052 -1.72895e-05 0.000127205
internal_weight=0 0.00656265 0.00468737 0.00341774 0.00214823
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is_linear=0
shrinkage=0.00196078


Tree=9926
num_leaves=6
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split_feature=43 3 2 2 4
split_gain=8.4329e-06 2.47808e-05 2.00963e-05 2.62758e-05 9.2642e-06
threshold=-0.04890499999999999 -0.077774999999999983 0.089885000000000007 0.10613000000000002 0.071150000000000005
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -5
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internal_weight=0 0.00257544 0.00448645 0.00323729 0.00201313
internal_count=3121 1455 1666 810 435
is_linear=0
shrinkage=0.1


Tree=9927
num_leaves=5
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split_feature=4 16 2 13
split_gain=8.30608e-06 1.56403e-05 4.65514e-05 3.72303e-05
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decision_type=2 2 2 2
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leaf_weight=0.0016679284413013331 0.0016966909400894636 0.0010744337305460599 0.0010513341761069599 0.0015630702642968715
leaf_count=956 426 845 354 540
internal_value=0 -0.00197083 0.00166259 -0.00542984
internal_weight=0 0.00535677 0.00368884 0.0026375
internal_count=3121 2695 1739 1385
is_linear=0
shrinkage=0.1


Tree=9928
num_leaves=6
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split_feature=50 15 3 16 0
split_gain=1.35217e-05 1.91629e-05 4.11674e-05 3.16093e-05 4.59568e-05
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decision_type=2 2 2 2 2
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leaf_weight=0.0014530669858385629 0.0010059624490091259 0.0010836450391675505 0.0010426336384175283 0.0016866223070212303 0.0012257959577100057
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internal_value=0 3.06595e-05 -2.65493e-05 -0.000119321 -1.4439e-05
internal_weight=0 0.00649176 0.0050387 0.00395505 0.00291242
internal_count=3121 2506 2052 1826 1565
is_linear=0
shrinkage=0.00196078


Tree=9929
num_leaves=6
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split_feature=42 160 43 16 0
split_gain=8.26915e-06 1.97345e-05 2.26604e-05 2.55131e-05 2.84825e-05
threshold=-0.025789999999999997 -1.0000000180025095e-35 -0.074359999999999996 -0.056919999999999991 -0.15599999999999997
decision_type=2 2 2 2 2
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internal_value=0 0.0014369 0.00458961 0.000367849 0.00660892
internal_weight=0 0.00594942 0.00457771 0.00336583 0.00222334
internal_count=3121 2409 1572 1078 739
is_linear=0
shrinkage=0.1


Tree=9930
num_leaves=7
num_cat=0
split_feature=484 1 43 16 4 2
split_gain=1.81517e-05 1.64469e-05 3.0832e-05 5.57404e-05 2.81365e-05 3.10094e-05
threshold=0.044540000000000003 0.12456000000000002 -0.14968999999999996 0.061255000000000011 0.25615500000000008 0.089885000000000007
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 -5 -6 -7
leaf_value=0.00021861597420518567 0.00023793685980109139 0.00018618163504299188 -0.00016247275202874146 -0.00056469505538087159 -0.00029927364904473497 0.00028885400796573789
leaf_weight=0.0010333076063196861 0.0010135321579999848 0.0010064749362842101 0.0010829802112199481 0.0010010316150886457 0.0010922152000917579 0.0012735987225874646
leaf_count=218 435 237 1082 409 188 552
internal_value=0 -4.42145e-05 -8.65056e-05 -0.000157359 -3.91273e-05 8.1444e-05
internal_weight=0 0.00648961 0.00548313 0.00444983 0.00344879 0.00235658
internal_count=3121 2686 2449 2231 1822 1634
is_linear=0
shrinkage=0.00196078


Tree=9931
num_leaves=6
num_cat=0
split_feature=484 0 16 52 15
split_gain=1.65323e-05 2.68926e-05 3.12846e-05 3.63251e-05 2.38182e-05
threshold=0.044540000000000003 -0.11756999999999999 -0.056919999999999991 0.091275000000000009 -0.095869999999999983
decision_type=2 2 2 2 2
left_child=1 4 -3 -4 -1
right_child=-2 2 3 -5 -6
leaf_value=-0.00039203319397130193 0.00022926830627211422 0.00024673808292243973 -0.00033140145616154289 0.00015880264719132569 2.9167737701321893e-06
leaf_weight=0.0012580517637216793 0.0010083975908765702 0.0018239329810248502 0.0012112420558565849 0.0011172815844381055 0.0011006995853434197
leaf_count=185 435 1235 833 202 231
internal_value=0 -4.05353e-05 5.44385e-05 -9.61898e-05 -0.000207732
internal_weight=0 0.00651121 0.00415246 0.00232852 0.00235875
internal_count=3121 2686 2270 1035 416
is_linear=0
shrinkage=0.00196078


Tree=9932
num_leaves=5
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split_feature=42 49 15 4
split_gain=8.53193e-06 2.22515e-05 1.7023e-05 2.6094e-05
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decision_type=2 2 2 2
left_child=1 -1 -3 -4
right_child=-2 2 3 -5
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leaf_weight=0.0016806145502545541 0.0010370390823370825 0.0017583849343352615 0.0014043188275735413 0.0011781042244426434
leaf_count=571 667 770 509 604
internal_value=0 0.0014022 0.0051847 0.0103521
internal_weight=0 0.00602142 0.00434081 0.00258242
internal_count=3121 2454 1883 1113
is_linear=0
shrinkage=0.1


Tree=9933
num_leaves=6
num_cat=0
split_feature=52 160 52 16 3
split_gain=4.02704e-05 3.41373e-05 4.37539e-05 6.58437e-05 4.94476e-05
threshold=0.11434500000000002 -0.027994999999999996 0.077655000000000016 -0.25582999999999995 -0.074479999999999977
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=0.00036666431387502444 -0.00036219685285507743 0.00021368486776412126 0.00034814162386405894 -0.00060787590804194276 -7.1743378969015681e-05
leaf_weight=0.0011232660696494107 0.0010267051854646984 0.0016780646873110253 0.001069259971423972 0.0010737512800007021 0.0017222257639049091
leaf_count=495 501 305 533 848 439
internal_value=0 5.49648e-05 -8.19636e-06 -9.33583e-05 -0.000277637
internal_weight=0 0.00666657 0.0055433 0.00447404 0.00279598
internal_count=3121 2620 2125 1592 1287
is_linear=0
shrinkage=0.00196078


Tree=9934
num_leaves=6
num_cat=0
split_feature=42 160 52 49 4
split_gain=1.23918e-05 1.84745e-05 2.19322e-05 3.88214e-05 1.66183e-05
threshold=-0.025789999999999997 -1.0000000180025095e-35 0.077655000000000016 -0.043469999999999995 0.15285000000000001
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.00018805881293047343 -0.00016141852037262989 0.0002927781862640201 0.00030179828306839266 -0.00031176537316232627 2.6520192864025437e-05
leaf_weight=0.0011533513019591048 0.0014422563199083986 0.0011981024666246573 0.0013659765035653228 0.0011306110979607366 0.0011029956665615218
leaf_count=712 837 252 421 688 211
internal_value=0 3.31713e-05 9.16679e-05 8.02648e-06 -0.000144714
internal_weight=0 0.00623994 0.00479769 0.00343171 0.00223361
internal_count=3121 2409 1572 1151 899
is_linear=0
shrinkage=0.00196078


Tree=9935
num_leaves=5
num_cat=0
split_feature=49 0 47 13
split_gain=9.38535e-06 1.35883e-05 3.01314e-05 3.14416e-05
threshold=-0.043469999999999995 -0.10836499999999999 0.085270000000000026 -0.0034749999999999994
decision_type=2 2 2 2
left_child=-1 -2 3 -3
right_child=1 2 -4 -5
leaf_value=0.006632001013060879 -0.0088443330806487457 0.0050571273638147576 0.015793195944847304 -0.017782842039061036
leaf_weight=0.0016253048239300875 0.0019022846877338887 0.0014594986295925266 0.0010551769740620416 0.0010267086706529163
leaf_count=425 370 1453 305 568
internal_value=0 -0.00202745 0.0016343 -0.00437491
internal_weight=0 0.00544367 0.00354138 0.00248621
internal_count=3121 2696 2326 2021
is_linear=0
shrinkage=0.1


Tree=9936
num_leaves=5
num_cat=0
split_feature=4 4 3 13
split_gain=9.23483e-06 1.61558e-05 2.82843e-05 3.25678e-05
threshold=0.24564500000000003 0.055260000000000011 0.090900000000000009 -0.033284999999999988
decision_type=2 2 2 2
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right_child=-2 -3 -4 -5
leaf_value=-0.019219883314788549 0.0063800574012846754 -0.013286716971487958 0.012575549873189859 0.0027923425792669098
leaf_weight=0.0010300887297025039 0.001703650851272589 0.0010361766031043258 0.0013567587165193035 0.0019342680349015971
leaf_count=1220 426 279 203 993
internal_value=0 -0.0020724 0.000616725 -0.00485672
internal_weight=0 0.00535729 0.00432112 0.00296436
internal_count=3121 2695 2416 2213
is_linear=0
shrinkage=0.1


Tree=9937
num_leaves=7
num_cat=0
split_feature=52 52 12 4 1 0
split_gain=3.36952e-05 3.89445e-05 3.79694e-05 5.74689e-05 4.62707e-05 3.90166e-05
threshold=0.11434500000000002 0.070205000000000017 0.097825000000000009 -0.04890499999999999 0.11181500000000001 -0.17169499999999996
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=-0.00046898378435330823 -0.00033365047059207291 0.000391420777309909 0.00031604798938382993 0.00048150485515775581 -0.00028188150184103812 -4.3292692708333367e-05
leaf_weight=0.0011649726482466792 0.0010073826793892977 0.0010827266234840266 0.0010752380825808823 0.0010312689817266246 0.0011476338283842435 0.001154296365460421
leaf_count=558 501 562 334 99 280 787
internal_value=0 5.11358e-05 -1.49701e-05 -9.40964e-05 3.6929e-05 0.000204335
internal_weight=0 0.00665614 0.00557341 0.00449817 0.0033332 0.00218557
internal_count=3121 2620 2058 1724 1166 886
is_linear=0
shrinkage=0.00196078


Tree=9938
num_leaves=6
num_cat=0
split_feature=484 151 48 16 16
split_gain=2.39865e-05 2.09746e-05 4.32473e-05 4.99675e-05 3.38136e-05
threshold=0.044540000000000003 -0.0083949999999999979 0.091545000000000015 -0.15241499999999997 0.31475000000000003
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.00027416529411494013 0.00027260121070767014 0.00027041786742742628 0.00033781977332733966 -0.00036998564318936719 7.2016715694582682e-05
leaf_weight=0.0012960233549234867 0.0010190386083711858 0.0010803583900624763 0.0011634383666439445 0.0019834846968056867 0.001001377063218266
leaf_count=439 435 283 234 1457 273
internal_value=0 -5.08667e-05 4.48217e-06 -9.09168e-05 -0.0002217
internal_weight=0 0.00652468 0.00522866 0.00406522 0.00298486
internal_count=3121 2686 2247 2013 1730
is_linear=0
shrinkage=0.00196078


Tree=9939
num_leaves=5
num_cat=0
split_feature=50 3 48 3
split_gain=1.63326e-05 2.80378e-05 3.50053e-05 3.83366e-05
threshold=0.077805000000000013 -0.10519499999999998 0.083985000000000018 0.10542000000000001
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=0.00025470766245163853 -0.0002347795897817689 -0.00032746221205637169 0.0001957526322112551 0.0001110185554334638
leaf_weight=0.0016528243656152436 0.0010017170885029151 0.0019891065480321995 0.001604284854955053 0.0012473292171863966
leaf_count=346 615 1565 432 163
internal_value=0 3.42108e-05 -4.1076e-05 -0.000158471
internal_weight=0 0.00649354 0.00484072 0.00323644
internal_count=3121 2506 2160 1728
is_linear=0
shrinkage=0.00196078


Tree=9940
num_leaves=6
num_cat=0
split_feature=49 2 13 42 4
split_gain=7.72362e-06 1.34533e-05 2.45123e-05 3.12067e-05 8.71985e-06
threshold=-0.043469999999999995 0.11389000000000002 0.0076650000000000008 0.075730000000000006 -0.020529999999999996
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.0060088915556276191 0.01941511361786739 -0.011140036318847218 -0.011421202165672334 -0.0085014520209405874 0.0062639250188754343
leaf_weight=0.0016276311192925429 0.0010023231282042554 0.0012103855010767691 0.001181613578050111 0.0010436485245945712 0.0010144381612611786
leaf_count=425 492 404 372 1127 301
internal_value=0 -0.00184086 0.000812491 0.00553588 0.0128
internal_weight=0 0.00545241 0.00424202 0.00306041 0.00201676
internal_count=3121 2696 2292 1920 793
is_linear=0
shrinkage=0.1


Tree=9941
num_leaves=5
num_cat=0
split_feature=43 0 4 15
split_gain=9.15586e-06 2.24633e-05 2.13316e-05 2.2182e-05
threshold=-0.04890499999999999 -0.053834999999999994 -0.062539999999999984 -0.095869999999999983
decision_type=2 2 2 2
left_child=1 -1 -2 -4
right_child=2 -3 3 -5
leaf_value=0.012283171026416568 -0.012872004607873626 -0.0068081476472032568 -0.0061846665291879141 0.010830096850707863
leaf_weight=0.001555827617840626 0.0014242270914678126 0.0010206121629898852 0.0016056938809578425 0.0014655456509517996
leaf_count=1229 882 226 371 413
internal_value=0 0.00472047 -0.00275641 0.0019345
internal_weight=0 0.00257644 0.00449547 0.00307124
internal_count=3121 1455 1666 784
is_linear=0
shrinkage=0.1


Tree=9942
num_leaves=7
num_cat=0
split_feature=484 49 52 15 15 3
split_gain=2.97817e-05 3.11299e-05 4.41352e-05 4.65047e-05 7.09641e-05 3.26343e-05
threshold=0.065750000000000017 -0.081404999999999991 -0.07167999999999998 -0.11713499999999999 -0.031204999999999997 -0.020429999999999997
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=0.00027114304958367023 0.00031515484329137016 -0.00046957156822921488 -0.00037600362661613531 0.00049012278917593256 9.7712514505810327e-05 -0.00036324239700557572
leaf_weight=0.0010013881447752809 0.0010010673688475502 0.0010366883525852371 0.0010904363102577476 0.0011391295075852447 0.0013478992241223865 0.0010508674387164113
leaf_count=213 402 590 317 412 1084 103
internal_value=0 -4.755e-05 -0.000103884 -2.1975e-05 8.71423e-05 -0.000104226
internal_weight=0 0.00666641 0.00566502 0.00462833 0.0035379 0.00239877
internal_count=3121 2719 2506 1916 1599 1187
is_linear=0
shrinkage=0.00196078


Tree=9943
num_leaves=6
num_cat=0
split_feature=15 0 3 13 12
split_gain=8.92405e-06 2.39835e-05 2.34001e-05 4.859e-05 4.03071e-05
threshold=-0.15914499999999995 -0.14920999999999998 -0.10519499999999998 -0.094514999999999988 0.051320000000000005
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=0.0084212760968533917 -0.01344693764656082 0.013466829263399347 0.014305853604965155 0.0020279644798827218 -0.02455080999223018
leaf_weight=0.0010621288857009838 0.0013170692329433275 0.001262081298602447 0.0011501634291248477 0.0011732880314867693 0.0011107185559769181
leaf_count=351 194 281 220 322 1753
internal_value=0 -0.00152161 0.00182287 -0.00245637 -0.0108974
internal_weight=0 0.00601332 0.00469625 0.00343417 0.00228401
internal_count=3121 2770 2576 2295 2075
is_linear=0
shrinkage=0.1


Tree=9944
num_leaves=5
num_cat=0
split_feature=43 3 4 15
split_gain=9.10741e-06 2.18333e-05 1.9676e-05 2.02455e-05
threshold=-0.04890499999999999 -0.077774999999999983 -0.059649999999999988 -0.095869999999999983
decision_type=2 2 2 2
left_child=1 -1 -2 -4
right_child=2 -3 3 -5
leaf_value=-0.0027932343790569164 -0.012355515362672069 0.01602164646902339 -0.0059055689994929241 0.010425626709629793
leaf_weight=0.0015448154749635665 0.0014447794280320059 0.0010266424671574537 0.0016057489348916998 0.0014396679506943938
leaf_count=960 890 495 371 405
internal_value=0 0.00471852 -0.00274474 0.00181472
internal_weight=0 0.00257146 0.0044902 0.00304542
internal_count=3121 1455 1666 776
is_linear=0
shrinkage=0.1


Tree=9945
num_leaves=6
num_cat=0
split_feature=484 0 16 52 48
split_gain=1.71787e-05 1.81185e-05 2.98394e-05 3.64344e-05 1.462e-05
threshold=0.044540000000000003 -0.11756999999999999 -0.056919999999999991 0.091275000000000009 0.091220000000000009
decision_type=2 2 2 2 2
left_child=1 4 -3 -4 -1
right_child=-2 2 3 -5 -6
leaf_value=-0.00032979854628926097 0.00023693601248404869 0.00022943864875872721 -0.00034278708098914475 0.00015000670692060685 -1.9969054884404606e-05
leaf_weight=0.0011845809009312094 0.0010018174743456777 0.0017914374257303372 0.0012091004700253956 0.0011030452199530102 0.0011579099901953634
leaf_count=291 435 1235 833 202 125
internal_value=0 -3.90579e-05 3.94838e-05 -0.000107692 -0.000176648
internal_weight=0 0.00644607 0.00410358 0.00231215 0.00234249
internal_count=3121 2686 2270 1035 416
is_linear=0
shrinkage=0.00196078


Tree=9946
num_leaves=6
num_cat=0
split_feature=52 15 1 4 15
split_gain=3.35148e-05 4.1376e-05 5.4583e-05 4.70315e-05 6.26618e-05
threshold=0.11434500000000002 -0.016799999999999995 0.11181500000000001 -0.35136499999999998 0.035560000000000008
decision_type=2 2 2 2 2
left_child=1 2 -1 -3 -5
right_child=-2 3 -4 4 -6
leaf_value=0.00011983402851207029 -0.00033046855900102499 -0.00014224692916790866 -0.0003773583702449978 0.00071181454832509655 6.809691714191674e-05
leaf_weight=0.0018807101419149616 0.0010383210394652289 0.0010617068777934308 0.0015473873916148067 0.0010485425480212464 0.001304981037310418
leaf_count=882 501 180 333 277 948
internal_value=0 4.75882e-05 -0.000104591 0.00020034 0.000354886
internal_weight=0 0.00684333 0.0034281 0.00341523 0.00235352
internal_count=3121 2620 1215 1405 1225
is_linear=0
shrinkage=0.00196078


Tree=9947
num_leaves=6
num_cat=0
split_feature=4 4 1 0 52
split_gain=8.71441e-06 1.24043e-05 1.94638e-05 1.16605e-05 1.9857e-05
threshold=0.27287000000000006 -0.0016099999999999997 0.104035 -0.082974999999999979 0.091275000000000009
decision_type=2 2 2 2 2
left_child=1 3 -3 -1 -5
right_child=-2 2 -4 4 -6
leaf_value=0.01117777124897565 0.0077002907870525363 -0.016922950708683788 0.00083896008342267733 -0.010001052609456933 0.0085602551774050448
leaf_weight=0.0010353362814842699 0.0012099068244976275 0.0010983056395556855 0.0014076857257262303 0.001270447897087069 0.0010549760501713413
leaf_count=877 352 566 151 834 341
internal_value=0 -0.00162062 -0.00694559 0.00235 -0.00158034
internal_weight=0 0.00586675 0.00250599 0.00336076 0.00232542
internal_count=3121 2769 717 2052 1175
is_linear=0
shrinkage=0.1


Tree=9948
num_leaves=5
num_cat=0
split_feature=42 43 4 0
split_gain=7.41247e-06 1.93363e-05 2.3664e-05 1.84355e-05
threshold=-0.025789999999999997 -0.052894999999999991 -0.062539999999999984 -0.14832499999999996
decision_type=2 2 2 2
left_child=-1 -2 -3 -4
right_child=1 2 3 -5
leaf_value=-0.0075623515307549835 0.010496323946180726 -0.013271769648563511 -0.0034397282896774894 0.012762251225742517
leaf_weight=0.0011013693620695285 0.0016704686109524011 0.0013291515872426549 0.0018286280358036297 0.0011401910954535956
leaf_count=712 1071 714 201 423
internal_value=0 0.00136636 -0.00218214 0.00278273
internal_weight=0 0.00596844 0.00429797 0.00296882
internal_count=3121 2409 1338 624
is_linear=0
shrinkage=0.1


Tree=9949
num_leaves=6
num_cat=0
split_feature=484 2 16 16 2
split_gain=2.4801e-05 2.13487e-05 5.83956e-05 4.62649e-05 5.28966e-05
threshold=0.064170000000000019 0.10912000000000001 -0.074319999999999983 -0.15241499999999997 0.090050000000000005
decision_type=2 2 2 2 2
left_child=1 3 -3 -1 -5
right_child=-2 2 -4 4 -6
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leaf_weight=0.0012302187458947339 0.0010065758686075531 0.0010989186670215152 0.0010046000305050972 0.0019914214000087043 0.0012842159804381829
leaf_count=263 406 238 309 1321 584
internal_value=0 -4.9997e-05 0.000113102 -0.000126138 -0.0002479
internal_weight=0 0.00660937 0.00210352 0.00450586 0.00327564
internal_count=3121 2715 547 2168 1905
is_linear=0
shrinkage=0.00196078


Tree=9950
num_leaves=6
num_cat=0
split_feature=0 1 47 48 4
split_gain=8.40364e-06 2.83652e-05 1.79281e-05 4.23151e-05 2.2761e-05
threshold=0.041630000000000007 0.079415000000000013 0.092530000000000015 0.085130000000000025 0.053180000000000012
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.016978779977624765 0.0069554018257816479 0.0037759920623183282 -0.0077745526997192241 -0.010891257808066299 0.024128504307875977
leaf_weight=0.0010043188836076069 0.0013857951217872127 0.0011474153224480957 0.0014334166576829392 0.0010477746274639428 0.00105444923173072
leaf_count=1578 252 532 256 207 296
internal_value=0 -0.00172891 0.00154155 0.00565088 0.0135226
internal_weight=0 0.00568737 0.00468306 0.00324964 0.00220186
internal_count=3121 2869 1291 1035 828
is_linear=0
shrinkage=0.1


Tree=9951
num_leaves=6
num_cat=0
split_feature=42 43 0 49 2
split_gain=8.12989e-06 2.30119e-05 2.4291e-05 4.04219e-05 3.75653e-05
threshold=0.091735000000000025 0.0068900000000000012 -0.055064999999999996 -0.0060549999999999988 0.086950000000000013
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_count=451 667 315 342 690 656
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internal_weight=0 0.00602861 0.00502112 0.00382913 0.00246478
internal_count=3121 2454 2139 1797 1346
is_linear=0
shrinkage=0.1


Tree=9952
num_leaves=6
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split_feature=50 16 3 3 1
split_gain=3.32279e-05 2.70231e-05 4.07422e-05 2.28205e-05 1.64052e-05
threshold=0.079410000000000008 0.0047850000000000011 -0.013929999999999998 -1.0000000180025095e-35 0.096125000000000016
decision_type=2 2 2 2 2
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leaf_weight=0.0019205070436249792 0.0010312722003746342 0.0013988582270885513 0.0014063313934777185 0.001017583799689085 0.0010524313555891256
leaf_count=1503 609 543 175 98 193
internal_value=0 3.90962e-05 0.00018657 -6.45721e-05 7.82513e-05
internal_weight=0 0.00679571 0.00280519 0.00399052 0.00207002
internal_count=3121 2512 718 1794 291
is_linear=0
shrinkage=0.00196078


Tree=9953
num_leaves=6
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split_feature=52 0 47 49 13
split_gain=3.36762e-05 4.76466e-05 5.26333e-05 2.99545e-05 2.42846e-05
threshold=0.11434500000000002 -0.019414999999999998 1.0000000180025095e-35 -0.054984999999999992 -0.033284999999999988
decision_type=2 2 2 2 2
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right_child=-2 -3 -4 4 -6
leaf_value=-0.00018710646491943203 -0.00033657910845668601 0.00033294053139290526 -0.00034246218413195803 -1.7099575263399945e-05 0.00038361582764475256
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leaf_count=264 501 307 336 964 749
internal_value=0 4.5466e-05 -4.97055e-05 8.77068e-05 0.00021012
internal_weight=0 0.00669554 0.00503023 0.00342339 0.0023684
internal_count=3121 2620 2313 1977 1713
is_linear=0
shrinkage=0.00196078


Tree=9954
num_leaves=5
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split_feature=16 1 43 1
split_gain=2.06609e-05 5.17861e-05 3.71745e-05 3.41116e-05
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decision_type=2 2 2 2
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right_child=-2 2 3 -5
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leaf_weight=0.0018611681552020507 0.0010203855995479438 0.0016542965601260015 0.0013656940498718408 0.001712736986513798
leaf_count=1511 311 678 326 295
internal_value=0 -4.61244e-05 6.28444e-05 -6.45464e-05
internal_weight=0 0.0065939 0.00473273 0.00307843
internal_count=3121 2810 1299 621
is_linear=0
shrinkage=0.00196078


Tree=9955
num_leaves=6
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split_feature=48 0 1 0 43
split_gain=9.66761e-06 4.4639e-05 3.75799e-05 5.72134e-05 3.32318e-05
threshold=0.083985000000000018 -0.18113999999999997 0.111945 -0.10224499999999999 -0.0037449999999999996
decision_type=2 2 2 2 2
left_child=2 -2 3 -1 -5
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leaf_value=-0.027512557372289081 -0.0087047046930909446 0.019696967906106696 0.012446651620547387 -0.011461148243473811 0.011224495767477855
leaf_weight=0.0010379666456665207 0.0011109748395075961 0.0011025936717759628 0.0012469237568870362 0.0012476215137765239 0.0013384942088963117
leaf_count=286 89 500 354 1298 594
internal_value=0 0.00544236 -0.00252768 -0.00767984 0.000280246
internal_weight=0 0.00221357 0.00487101 0.00362408 0.00258612
internal_count=3121 589 2532 2178 1892
is_linear=0
shrinkage=0.1


Tree=9956
num_leaves=6
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split_feature=16 52 0 0 2
split_gain=2.05492e-05 5.6418e-05 3.31154e-05 3.10925e-05 5.54325e-05
threshold=0.38525000000000004 0.10160000000000001 -0.077999999999999986 -0.10607499999999999 0.11215000000000001
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.00025538997054288804 0.00025727392716216505 -0.00045269075881432025 0.00027286693574774716 -0.00035212543170697589 -0.00031983194285662017
leaf_weight=0.001773477420674538 0.0010167081254112021 0.0010760319536196909 0.0016272649924939544 0.0010308736005668396 0.0010114383559236694
leaf_count=297 311 591 575 1197 150
internal_value=0 -4.24357e-05 3.86673e-05 -6.12085e-05 4.64783e-05
internal_weight=0 0.00651909 0.00544305 0.00381579 0.00278492
internal_count=3121 2810 2219 1644 447
is_linear=0
shrinkage=0.00196078


Tree=9957
num_leaves=6
num_cat=0
split_feature=457 43 2 3 4
split_gain=8.83252e-06 2.01702e-05 4.11201e-05 2.53658e-05 1.54637e-05
threshold=0.069910000000000014 -0.04890499999999999 0.097845000000000015 -0.08824499999999999 0.053925000000000008
decision_type=2 2 2 2 2
left_child=1 3 -3 -1 -4
right_child=-2 2 4 -5 -6
leaf_value=-0.0050383723509568393 0.0086266229332903465 -0.01811696868714148 0.011783853302289262 0.01596416918897688 -0.0051542859105891395
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leaf_count=377 267 1027 288 942 220
internal_value=0 -0.00147662 -0.00598895 0.00589183 0.00302261
internal_weight=0 0.00606643 0.0037624 0.00230404 0.00215853
internal_count=3121 2854 1535 1319 508
is_linear=0
shrinkage=0.1


Tree=9958
num_leaves=6
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split_feature=16 4 2 2 12
split_gain=8.00333e-06 1.58812e-05 2.01363e-05 2.54175e-05 2.16357e-05
threshold=-0.5048999999999999 0.098655000000000007 0.10981000000000002 0.092875000000000013 0.084100000000000022
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
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leaf_value=0.0078902967009252829 0.01207339731710926 -0.01134975762651407 0.012999392088009055 -0.014948829881947241 -0.0066249182315689424
leaf_weight=0.0010801605903588661 0.0013075345491103309 0.0012776278251502848 0.0011094836457450534 0.0011154912895807558 0.0011748441568729595
leaf_count=222 401 340 351 480 1327
internal_value=0 -0.00146204 0.00122159 -0.00241036 0.00322398
internal_weight=0 0.00598498 0.00470735 0.00359787 0.00248238
internal_count=3121 2899 2559 2208 1728
is_linear=0
shrinkage=0.1


Tree=9959
num_leaves=5
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split_feature=16 52 12 1
split_gain=1.93175e-05 5.28956e-05 3.19884e-05 2.34274e-05
threshold=0.38525000000000004 0.10160000000000001 0.088105000000000003 0.094090000000000021
decision_type=2 2 2 2
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right_child=-2 -3 -4 -5
leaf_value=-0.00022855035870741853 0.00024781493108736401 -0.00044130542979711491 0.00023852236777223795 9.3344243482938651e-05
leaf_weight=0.0018378264455368193 0.0010155361791621183 0.0010703940403309084 0.0019263192132104286 0.0016494440724952361
leaf_count=920 311 591 862 437
internal_value=0 -4.30245e-05 3.5725e-05 -7.62974e-05
internal_weight=0 0.00648398 0.00541359 0.00348727
internal_count=3121 2810 2219 1357
is_linear=0
shrinkage=0.00196078


Tree=9960
num_leaves=5
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split_feature=42 49 15 12
split_gain=7.83627e-06 2.18212e-05 1.97387e-05 2.86693e-05
threshold=0.091735000000000025 -0.0060549999999999988 -0.037864999999999989 0.088365000000000013
decision_type=2 2 2 2
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right_child=-2 2 3 -5
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leaf_weight=0.0016734310119245512 0.0010328142321393702 0.0017706724752580443 0.0015410492046723165 0.0010466248662230359
leaf_count=540 667 781 663 470
internal_value=0 0.00134634 0.00507335 0.0106402
internal_weight=0 0.00603178 0.00435835 0.00258767
internal_count=3121 2454 1914 1133
is_linear=0
shrinkage=0.1


Tree=9961
num_leaves=5
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split_feature=4 13 13 1
split_gain=8.37808e-06 1.79373e-05 2.59262e-05 2.65831e-05
threshold=0.24564500000000003 -0.13710499999999998 -0.0034749999999999994 0.086560000000000012
decision_type=2 2 2 2
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right_child=-2 2 3 -5
leaf_value=-0.014043620613600805 0.0060769609421242581 0.01159609953788074 0.0067267101709496601 -0.012785931481044273
leaf_weight=0.0010008418329974563 0.0017048560036029706 0.0014726153733995275 0.0011904972504583997 0.0016883658588001805
leaf_count=166 426 1701 466 362
internal_value=0 -0.00197261 0.000803726 -0.00471686
internal_weight=0 0.00535232 0.00435148 0.00287886
internal_count=3121 2695 2529 828
is_linear=0
shrinkage=0.1


Tree=9962
num_leaves=6
num_cat=0
split_feature=52 16 16 4 15
split_gain=8.84556e-06 2.62316e-05 1.84665e-05 5.22455e-05 2.36609e-05
threshold=-0.046924999999999988 0.071345000000000006 -0.083539999999999989 -0.084134999999999988 -0.10324499999999999
decision_type=2 2 2 2 2
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leaf_value=0.014428618713849151 0.014304707722290569 -0.0071074708206585336 0.0050506614901531079 -0.025522361959627673 -0.0052763901425577422
leaf_weight=0.0013004909106475032 0.0011105542928529968 0.0010008313527534582 0.0012105651187749359 0.0010384101764749219 0.0013888373363646457
leaf_count=489 329 464 285 886 668
internal_value=0 0.0050627 -0.00249147 -0.0090657 0.00342408
internal_weight=0 0.00230132 0.00474837 0.00224898 0.00249939
internal_count=3121 953 2168 1171 997
is_linear=0
shrinkage=0.1


Tree=9963
num_leaves=6
num_cat=0
split_feature=52 0 13 0 2
split_gain=2.86558e-05 3.78817e-05 3.42411e-05 3.2723e-05 4.46822e-05
threshold=0.11434500000000002 -0.077999999999999986 -0.0034749999999999994 -0.10607499999999999 0.11215000000000001
decision_type=2 2 2 2 2
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right_child=-2 2 -4 -5 -6
leaf_value=0.00021426263736564621 -0.00031573214742204017 0.00044177078067280122 -2.744571059297827e-06 -0.00038052236020372335 -0.00028959192136458018
leaf_weight=0.0018001750077499806 0.0010048456401420876 0.0013363902686274551 0.0013286125125294094 0.0010421372154801184 0.0010842439573861403
leaf_count=314 501 515 368 1269 154
internal_value=0 3.97322e-05 0.000220162 -8.27276e-05 2.48653e-05
internal_weight=0 0.00659156 0.002665 0.00392656 0.00288442
internal_count=3121 2620 883 1737 468
is_linear=0
shrinkage=0.00196078


Tree=9964
num_leaves=6
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split_feature=49 43 3 2 1
split_gain=8.10235e-06 1.44478e-05 2.50132e-05 3.87208e-05 3.58318e-05
threshold=-0.043469999999999995 -0.17390999999999998 -0.078934999999999991 0.084715000000000013 0.10508500000000001
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
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leaf_weight=0.0016267346782773955 0.0010250092776881384 0.0011766933385956111 0.0010031485476768584 0.0011721705176404747 0.0010436785949874902
leaf_count=425 177 1441 330 537 211
internal_value=0 -0.00188752 -0.00438052 0.000180292 -0.00719916
internal_weight=0 0.0054207 0.00439569 0.003219 0.00221585
internal_count=3121 2696 2519 1078 748
is_linear=0
shrinkage=0.1


Tree=9965
num_leaves=6
num_cat=0
split_feature=52 0 0 4 15
split_gain=2.7802e-05 3.37021e-05 4.04363e-05 3.94629e-05 3.86842e-05
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decision_type=2 2 2 2 2
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right_child=-2 3 -4 -5 -6
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leaf_weight=0.0017272387958460898 0.0010063127050114187 0.0011204123580991121 0.001066177265136269 0.0015676903314327695 0.0011899701528601458
leaf_count=228 501 202 1269 681 240
internal_value=0 4.29102e-05 -7.15735e-05 0.000212559 4.78584e-05
internal_weight=0 0.00667149 0.00398339 0.0026881 0.00291721
internal_count=3121 2620 1737 883 468
is_linear=0
shrinkage=0.00196078


Tree=9966
num_leaves=6
num_cat=0
split_feature=484 49 52 15 43
split_gain=2.33784e-05 2.58601e-05 3.034e-05 4.63467e-05 3.17053e-05
threshold=0.044540000000000003 -0.081404999999999991 -0.07167999999999998 -0.095869999999999983 -0.0037449999999999996
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.00024677470632405589 0.00027657250980700986 -0.00040262352982962891 -0.00028452181287694434 -0.00012716097164254073 0.00029514039802098357
leaf_weight=0.0010063585927703646 0.0010216126302318319 0.0010077343339692331 0.0016818078838449881 0.0011400990050208799 0.0017067303018781016
leaf_count=213 435 583 415 913 562
internal_value=0 -4.23609e-05 -9.49177e-05 -2.64455e-05 0.000126017
internal_weight=0 0.00654273 0.00553637 0.00452864 0.00284683
internal_count=3121 2686 2473 1890 1475
is_linear=0
shrinkage=0.00196078


Tree=9967
num_leaves=6
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split_feature=0 1 47 0 4
split_gain=8.38135e-06 2.75448e-05 3.2452e-05 2.97043e-05 2.14268e-05
threshold=-0.060129999999999996 0.08844500000000001 0.092530000000000015 -0.15090499999999998 -0.35136499999999998
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -2
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leaf_value=-0.015589571624059023 -0.0050481668159288347 -0.0021846798807478537 -0.012559907832583921 0.020240082941072855 0.013716334566694983
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leaf_count=1665 227 140 196 547 346
internal_value=0 -0.00253274 0.00203503 0.00853369 0.00471458
internal_weight=0 0.00461846 0.00342149 0.00236738 0.00243814
internal_count=3121 2548 883 687 573
is_linear=0
shrinkage=0.1


Tree=9968
num_leaves=6
num_cat=0
split_feature=4 52 42 43 48
split_gain=2.4868e-05 2.88034e-05 2.60689e-05 3.89876e-05 2.57706e-05
threshold=0.27834500000000006 -0.10925999999999998 0.086665000000000006 -0.0037449999999999996 0.085700000000000012
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
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leaf_weight=0.0010764771816108853 0.0012730947620458724 0.001228886242417689 0.001201769437100003 0.0019253267413930086 0.0010036608494767582
leaf_count=542 340 854 842 393 150
internal_value=0 -0.000128741 -6.99554e-05 3.56331e-06 0.000126549
internal_weight=0 0.00643612 0.00535964 0.00415787 0.00292899
internal_count=3121 2781 2239 1397 543
is_linear=0
shrinkage=0.00196078


Tree=9969
num_leaves=6
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split_feature=16 52 160 13 3
split_gain=1.66053e-05 4.45436e-05 3.00253e-05 4.0197e-05 2.26965e-05
threshold=0.38525000000000004 0.10160000000000001 -0.027994999999999996 -0.084034999999999985 -0.00083499999999999991
decision_type=2 2 2 2 2
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leaf_weight=0.0010515904201121654 0.0010024581377546448 0.0010556864058673971 0.0015264349877493898 0.0013572865553167263 0.0013885395004052635
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internal_value=0 -4.57713e-05 2.71883e-05 -4.58675e-05 -0.000187675
internal_weight=0 0.00637954 0.00532385 0.00427226 0.00274583
internal_count=3121 2810 2219 1761 1227
is_linear=0
shrinkage=0.00196078


Tree=9970
num_leaves=6
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split_feature=42 160 52 49 4
split_gain=8.89358e-06 1.9163e-05 2.13014e-05 3.79053e-05 1.41105e-05
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decision_type=2 2 2 2 2
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internal_value=0 0.00143643 0.00455293 0.00023771 -0.00768415
internal_weight=0 0.00594552 0.00456875 0.00326482 0.00211929
internal_count=3121 2259 1431 1091 841
is_linear=0
shrinkage=0.1


Tree=9971
num_leaves=6
num_cat=0
split_feature=50 4 48 15 15
split_gain=2.25453e-05 3.55428e-05 2.97121e-05 4.68802e-05 2.25986e-05
threshold=0.077805000000000013 0.27834500000000006 0.083985000000000018 -0.016799999999999995 1.0000000180025095e-35
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left_child=1 2 3 -1 -5
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internal_value=0 4.31494e-05 -2.03541e-05 -0.000111766 1.90344e-05
internal_weight=0 0.00655101 0.00548971 0.00391684 0.00285527
internal_count=3121 2506 2191 1748 1241
is_linear=0
shrinkage=0.00196078


Tree=9972
num_leaves=7
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split_feature=52 0 4 151 4 0
split_gain=3.00499e-05 3.5953e-05 3.71045e-05 2.66899e-05 5.39965e-05 1.61373e-05
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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=0.0012312797424707698 0.0010494226529031451 0.0011223487644583783 0.0011711511806836515 0.0011602347932228006 0.0010560333961759359 0.0010484623461943651
leaf_count=439 501 199 298 216 183 1285
internal_value=0 5.09696e-05 0.000250745 -5.09398e-05 4.18381e-05 -0.000132527
internal_weight=0 0.00678951 0.0022935 0.00449601 0.00326473 0.0022087
internal_count=3121 2620 497 2123 1684 1501
is_linear=0
shrinkage=0.00196078


Tree=9973
num_leaves=6
num_cat=0
split_feature=42 43 15 1 3
split_gain=9.10587e-06 2.43938e-05 2.40302e-05 4.20641e-05 3.57823e-05
threshold=0.091735000000000025 0.016310000000000002 -0.10324499999999999 0.10587000000000001 -0.026224999999999995
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=0.010057711236671613 -0.0087516840774162479 0.01566695341574911 0.013483871128927278 -0.021433780343308798 -0.010204353908135434
leaf_weight=0.0013377389028807756 0.001034843519299263 0.001000106374387604 0.0012694586517585035 0.0011526199600297789 0.0012813194857099481
leaf_count=341 667 309 1312 251 241
internal_value=0 0.00140044 -0.00142988 -0.00557942 0.00158468
internal_weight=0 0.00604124 0.00504114 0.0037034 0.00255078
internal_count=3121 2454 2145 1804 1553
is_linear=0
shrinkage=0.1


Tree=9974
num_leaves=6
num_cat=0
split_feature=484 43 12 48 0
split_gain=1.75842e-05 1.7242e-05 4.69104e-05 4.5085e-05 3.4966e-05
threshold=0.044540000000000003 -0.14968999999999996 0.088615000000000013 0.092475000000000016 -0.10224499999999999
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.00015651045118753252 0.00023683267316150343 -0.00035953076058918869 -0.00036229956728704569 0.00034126356459940625 0.00013253895027356491
leaf_weight=0.001339469920023084 0.0010084928316659485 0.0011805756735415221 0.0016770160259906072 0.0012160212367088247 0.0010481147542929117
leaf_count=250 435 269 1100 202 865
internal_value=0 -4.15549e-05 -9.33544e-05 3.75783e-05 -0.000128119
internal_weight=0 0.0064612 0.00512173 0.00344471 0.00222869
internal_count=3121 2686 2436 1336 1134
is_linear=0
shrinkage=0.00196078


Tree=9975
num_leaves=5
num_cat=0
split_feature=15 52 3 3
split_gain=9.45445e-06 2.56081e-05 2.24449e-05 5.10672e-05
threshold=1.0000000180025095e-35 -0.081429999999999989 0.10893000000000001 -1.0000000180025095e-35
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=0.014011114759665473 -0.0069016701422730921 -0.0071293840100857238 -0.012462545588710329 0.020863051076023303
leaf_weight=0.0013216933272070146 0.0015776204129558501 0.001772625755027046 0.0013680301642876157 0.0010306444525625775
leaf_count=658 1216 923 180 144
internal_value=0 0.00188129 -0.00196209 0.00316226
internal_weight=0 0.00549299 0.0041713 0.00280327
internal_count=3121 1905 1247 1067
is_linear=0
shrinkage=0.1


Tree=9976
num_leaves=6
num_cat=0
split_feature=4 48 15 4 15
split_gain=8.74199e-06 1.04833e-05 3.21995e-05 1.63455e-05 3.18519e-05
threshold=0.27287000000000006 0.083985000000000018 -0.016799999999999995 -0.27825499999999997 0.079055000000000014
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.019364474365590089 0.0076741441148933942 0.0049128392850097203 -0.0095450366488339846 0.018245660765401371 -0.0066622745156812825
leaf_weight=0.0010662403024843236 0.0012082225548269822 0.0017120370267249656 0.0010198820430198183 0.0010393592102496685 0.0010145591120640429
leaf_count=639 352 545 179 312 1094
internal_value=0 -0.0016689 -0.00439065 0.000803472 0.00594207
internal_weight=0 0.00585208 0.00414004 0.0030738 0.00205392
internal_count=3121 2769 2224 1585 1406
is_linear=0
shrinkage=0.1


Tree=9977
num_leaves=6
num_cat=0
split_feature=3 12 48 52 43
split_gain=8.47711e-06 1.63667e-05 2.91067e-05 2.24933e-05 3.60772e-05
threshold=0.13524500000000003 0.09334000000000002 0.089965000000000017 -0.066844999999999988 -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=-0.015136685167702417 0.0080796046287213777 -0.011090079855491625 0.015450128160888851 -0.011162744064660612 0.013454870992268747
leaf_weight=0.0010812510857300291 0.0010822478586534614 0.0013796341682117685 0.0011077149328040867 0.001093894257061107 0.0013060924001727738
leaf_count=480 192 808 261 1005 375
internal_value=0 -0.00153973 0.00133151 -0.00316098 0.00223436
internal_weight=0 0.00596859 0.00458895 0.00348124 0.00239999
internal_count=3121 2929 2121 1860 1380
is_linear=0
shrinkage=0.1


Tree=9978
num_leaves=6
num_cat=0
split_feature=13 16 12 0 48
split_gain=9.3803e-06 2.75595e-05 3.31439e-05 5.48446e-05 4.50189e-05
threshold=0.11217000000000001 0.071345000000000006 0.088615000000000013 -0.10224499999999999 0.016865000000000002
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.01715025809363855 0.0079839753002073858 -0.014287766746224718 -0.012873654986181086 0.025388259330369985 0.011047750662021818
leaf_weight=0.001042979920377552 0.0012029025159314508 0.0013423156138309559 0.0011190442603518317 0.001094383433710054 0.0012385190685200184
leaf_count=255 217 517 918 1029 185
internal_value=0 -0.00171398 0.00204092 0.00698483 -0.00184288
internal_weight=0 0.00583724 0.00449493 0.00337588 0.0022815
internal_count=3121 2904 2387 1469 440
is_linear=0
shrinkage=0.1


Tree=9979
num_leaves=6
num_cat=0
split_feature=16 52 12 13 52
split_gain=2.45344e-05 5.75983e-05 4.0729e-05 3.96361e-05 3.97795e-05
threshold=0.38525000000000004 0.10160000000000001 0.095110000000000014 -0.094514999999999988 -0.049749999999999996
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.00027615460623610041 0.00028059845510286545 -0.00046375773225463233 0.00038139911174230441 9.7034266653884852e-05 -0.00034349608596011901
leaf_weight=0.0010774075676051515 0.0010098156487818293 0.0010689140389211465 0.0010481408483893791 0.0013607782988248141 0.0018725136848074715
leaf_count=245 311 591 370 498 1106
internal_value=0 -4.81638e-05 3.47336e-05 -4.95576e-05 -0.000158092
internal_weight=0 0.00642775 0.00535884 0.0043107 0.00323329
internal_count=3121 2810 2219 1849 1604
is_linear=0
shrinkage=0.00196078


Tree=9980
num_leaves=5
num_cat=0
split_feature=484 42 43 2
split_gain=1.87845e-05 1.67144e-05 2.60085e-05 2.40635e-05
threshold=0.044540000000000003 0.08623500000000002 -1.0000000180025095e-35 0.10613000000000002
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=-0.00034687864962083202 0.0002463562989002047 0.00011779409394126631 0.00014326247005087996 -0.0001906447187247876
leaf_weight=0.0012431304858542768 0.0010074201915632498 0.0018089121555897618 0.0017562111872093842 0.0015730200772903094
leaf_count=946 435 1017 431 292
internal_value=0 -4.17511e-05 -0.00010487 -1.45045e-05
internal_weight=0 0.00638127 0.00457236 0.00332923
internal_count=3121 2686 1669 723
is_linear=0
shrinkage=0.00196078


Tree=9981
num_leaves=6
num_cat=0
split_feature=484 13 12 2 15
split_gain=2.32801e-05 1.9271e-05 3.29584e-05 2.86553e-05 3.40926e-05
threshold=0.044540000000000003 -0.076599999999999988 0.088615000000000013 0.11215000000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -3
right_child=-2 3 -4 -5 -6
leaf_value=0.00032461504729668685 0.00027513120067529715 0.00014225643140106822 -0.00013296450740990024 -0.00040399959546781681 -0.00028119840578693316
leaf_weight=0.0012064890039101166 0.0010190891839323415 0.0018086979294019323 0.0012143023697991078 0.0010550783839959588 0.0012267784978333071
leaf_count=689 435 556 344 297 800
internal_value=0 -4.35755e-05 9.50868e-05 -0.000125636 -2.88815e-05
internal_weight=0 0.00651135 0.00242079 0.00409055 0.00303548
internal_count=3121 2686 1033 1653 1356
is_linear=0
shrinkage=0.00196078


Tree=9982
num_leaves=6
num_cat=0
split_feature=484 13 13 0 15
split_gain=2.06791e-05 2.85113e-05 3.50604e-05 2.49301e-05 4.31591e-05
threshold=0.064170000000000019 -0.076599999999999988 -0.13710499999999998 -0.11437499999999999 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 2 -1 -3 -5
right_child=-2 3 -4 4 -6
leaf_value=-9.0021799009271016e-05 0.00025517343488435409 -0.00032398822599836796 0.00038058513462271929 0.00025407356144219276 -0.00026928723573180143
leaf_weight=0.0013574194770512966 0.0010070706632341392 0.0017437466818404201 0.0011033640994836051 0.0011712506508633632 0.0012548313984497212
leaf_count=227 406 263 825 565 835
internal_value=0 -4.63838e-05 0.000120989 -0.000145157 -1.6622e-05
internal_weight=0 0.00663061 0.00246078 0.00416983 0.00242608
internal_count=3121 2715 1052 1663 1400
is_linear=0
shrinkage=0.00196078


Tree=9983
num_leaves=6
num_cat=0
split_feature=484 43 3 1 0
split_gain=3.70114e-05 3.18694e-05 3.48856e-05 5.83074e-05 0.000106072
threshold=0.073690000000000019 -0.14968999999999996 -0.078934999999999991 0.094385000000000011 -0.15090499999999998
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.00021074286550951709 0.00034842320968294326 -0.00039155532517377764 -0.00030157088147906322 -0.0002339319272213531 0.00062882189165893094
leaf_weight=0.0013812070631335025 0.0010100179927454113 0.0013812302907152546 0.0016987779272921171 0.0011356534668125408 0.0010585888297148949
leaf_count=251 394 1326 579 115 456
internal_value=0 -5.43993e-05 -0.000123834 -2.88475e-05 0.000182294
internal_weight=0 0.00665546 0.00527425 0.00389302 0.00219424
internal_count=3121 2727 2476 1150 571
is_linear=0
shrinkage=0.00196078


Tree=9984
num_leaves=6
num_cat=0
split_feature=16 3 52 1 4
split_gain=9.33543e-06 3.35523e-05 2.4921e-05 1.85446e-05 1.52713e-05
threshold=0.0065250000000000004 -0.013929999999999998 -0.0064899999999999992 0.10937500000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=2 -2 -1 4 -4
right_child=1 -3 3 -5 -6
leaf_value=-0.015726339062860962 0.01620788624043441 -0.0065065250322944058 0.0050749548458176629 0.011729118987088512 -0.011683657713909015
leaf_weight=0.0011222550094418266 0.0012839937991178311 0.001317678815215655 0.0010127514280011244 0.0011577040930320802 0.0011741626553429649
leaf_count=594 602 189 1040 290 406
internal_value=0 0.00470363 -0.00283173 0.00149494 -0.00392281
internal_weight=0 0.00260167 0.00446687 0.00334462 0.00218691
internal_count=3121 791 2330 1736 1446
is_linear=0
shrinkage=0.1


Tree=9985
num_leaves=6
num_cat=0
split_feature=3 16 13 48 4
split_gain=8.3207e-06 1.42153e-05 4.04913e-05 2.61294e-05 2.47048e-05
threshold=0.13524500000000003 0.23311500000000004 0.0076650000000000008 0.086260000000000017 -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=0.015583949312069892 0.0079972104656799072 0.0091514863545634744 -0.02128443155171713 -0.011120530406766076 -0.0036914585643357256
leaf_weight=0.0014090924111514452 0.0010864779295387834 0.0010329895422863866 0.0010395521410376928 0.0012317262813878959 0.001259053537557685
leaf_count=1333 192 420 376 339 461
internal_value=0 -0.00151678 -0.00374785 0.000926705 0.00648821
internal_weight=0 0.00597241 0.00493942 0.00389987 0.00266815
internal_count=3121 2929 2509 2133 1794
is_linear=0
shrinkage=0.1


Tree=9986
num_leaves=6
num_cat=0
split_feature=484 151 48 16 0
split_gain=2.25643e-05 1.80568e-05 3.55271e-05 4.33499e-05 2.91875e-05
threshold=0.044540000000000003 -0.0083949999999999979 0.092475000000000016 -0.15241499999999997 -0.077999999999999986
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.00025350127847792957 0.00026948246813830805 0.00025546520159042217 0.00032000514122456492 -0.00046962961806176935 -6.0102186643962297e-05
leaf_weight=0.0012871629585342785 0.0010097509751346391 0.0010916717538849087 0.0010922925310897494 0.0010228006841907307 0.001934837039061843
leaf_count=439 435 286 220 1041 700
internal_value=0 -4.58097e-05 6.18444e-06 -7.8468e-05 -0.000201724
internal_weight=0 0.00642876 0.0051416 0.00404931 0.00295764
internal_count=3121 2686 2247 2027 1741
is_linear=0
shrinkage=0.00196078


Tree=9987
num_leaves=5
num_cat=0
split_feature=4 16 2 13
split_gain=9.59251e-06 1.51885e-05 4.5799e-05 3.19518e-05
threshold=0.24564500000000003 -0.079109999999999986 0.10644500000000001 -0.033284999999999988
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=-0.010080780808667731 0.0064866188848992472 -0.018819754355950513 0.019032703395441011 0.0035623828273979885
leaf_weight=0.0016581033924035157 0.0017033677799148592 0.0010805300421774606 0.0010564813967182262 0.0015566867992618399
leaf_count=956 426 845 354 540
internal_value=0 -0.00212958 0.00143972 -0.00560811
internal_weight=0 0.0053518 0.0036937 0.00263722
internal_count=3121 2695 1739 1385
is_linear=0
shrinkage=0.1


Tree=9988
num_leaves=6
num_cat=0
split_feature=0 1 42 48 2
split_gain=8.28581e-06 2.48276e-05 2.48891e-05 3.43223e-05 2.10133e-05
threshold=0.056435000000000006 0.077565000000000009 0.08623500000000002 0.086260000000000017 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=-0.015877379406331025 0.007546710882770472 -0.0060793165403889215 0.013875993858551129 -0.015580520878787731 0.013077258317974847
leaf_weight=0.0010073980346035965 0.0011941374724653607 0.0010275617972963908 0.0011988324382105615 0.0013241956790672961 0.0012933036504423738
leaf_count=1564 204 293 524 214 322
internal_value=0 -0.00159375 0.00137685 -0.00273402 0.0045957
internal_weight=0 0.00585129 0.00484389 0.00364506 0.00232087
internal_count=3121 2917 1353 829 615
is_linear=0
shrinkage=0.1


Tree=9989
num_leaves=7
num_cat=0
split_feature=484 48 2 16 52 1
split_gain=3.843e-05 2.37024e-05 6.92381e-05 4.86602e-05 3.99661e-05 6.61348e-05
threshold=0.073690000000000019 0.083985000000000018 0.11215000000000001 -0.15241499999999997 0.096795000000000006 0.095285000000000022
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=0.00017876805421472176 0.0003590266848505133 0.00042839629193982528 -0.00025887809405133729 -0.00075680872942996856 5.0390947753255478e-05 -6.6123278551980056e-05
leaf_weight=0.0013856165841318034 0.0010328390599248175 0.0012434020956101966 0.0010307459320735633 0.0010797515297092187 0.0010572715999608274 0.0010526018932831239
leaf_count=353 394 372 164 1176 361 301
internal_value=0 -4.67129e-05 0.000116893 -0.000128034 -0.000261313 -0.000415863
internal_weight=0 0.00684939 0.00227415 0.00457524 0.00318963 0.00213235
internal_count=3121 2727 536 2191 1838 1477
is_linear=0
shrinkage=0.00196078


Tree=9990
num_leaves=6
num_cat=0
split_feature=42 133 49 16 0
split_gain=7.58193e-06 2.17102e-05 3.61242e-05 3.72611e-05 3.41919e-05
threshold=0.091735000000000025 0.083950000000000011 -0.054319999999999993 0.051380000000000002 -0.10607499999999999
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.017825275348807668 -0.0079484514966225855 0.014647851790560235 0.0053921507609423006 0.017931234791373044 -0.017487621861667246
leaf_weight=0.001054420118343921 0.0010328764208091387 0.0010165516065429817 0.0017156294319014896 0.0011752486406809096 0.0010546951613593287
leaf_count=207 667 694 284 323 946
internal_value=0 0.00132559 -0.00138297 0.00301109 -0.00331845
internal_weight=0 0.00601654 0.00499999 0.00394557 0.00277032
internal_count=3121 2454 1760 1553 1230
is_linear=0
shrinkage=0.1


Tree=9991
num_leaves=5
num_cat=0
split_feature=49 2 42 4
split_gain=9.42155e-06 1.47893e-05 2.34824e-05 2.89705e-05
threshold=-0.043469999999999995 0.11389000000000002 0.084050000000000014 -0.084369999999999987
decision_type=2 2 2 2
left_child=-1 2 3 -2
right_child=1 -3 -4 -5
leaf_value=0.0066289823855826121 -0.0073497923273963652 -0.011787256007668825 -0.010513767794410184 0.013329751890495033
leaf_weight=0.0016319157396024889 0.0010712127566010628 0.0012087005501352525 0.0012816603979413765 0.0018429293569019374
leaf_count=425 443 404 1051 798
internal_value=0 -0.00204084 0.000766843 0.00572814
internal_weight=0 0.0054045 0.0041958 0.00291414
internal_count=3121 2696 2292 1241
is_linear=0
shrinkage=0.1


Tree=9992
num_leaves=6
num_cat=0
split_feature=50 4 52 2 4
split_gain=1.26645e-05 2.15304e-05 1.77546e-05 3.83452e-05 5.18617e-05
threshold=0.077805000000000013 0.27834500000000006 -0.088204999999999992 0.10097500000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.00021455446674894846 -0.00020784941299868107 0.00028876204660714601 0.00044903486928829414 -0.00023649122530356524 -9.2436479466979162e-05
leaf_weight=0.0013562435101046452 0.0010019588414236363 0.0010306940425373473 0.0013506687013099604 0.0012677688632533836 0.0013697552322567415
leaf_count=571 615 315 987 319 314
internal_value=0 2.92861e-05 -2.07547e-05 4.51497e-05 0.0001764
internal_weight=0 0.00637513 0.00534444 0.00398819 0.00272042
internal_count=3121 2506 2191 1620 1301
is_linear=0
shrinkage=0.00196078


Tree=9993
num_leaves=6
num_cat=0
split_feature=51 43 43 48 16
split_gain=8.56034e-06 2.382e-05 3.33226e-05 3.2065e-05 2.67475e-05
threshold=-0.076794999999999988 -0.15582499999999996 -0.0037449999999999996 0.085875000000000021 -0.088159999999999988
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0077747710682701636 0.015355710583876376 -0.016911565049051818 0.021269995622181872 -0.0090107834810646253 -5.5671270017288554e-05
leaf_weight=0.0011862578484627745 0.0010287246026943839 0.0010765135931480171 0.0011280978015207129 0.0013871662496173754 0.0012287477080367964
leaf_count=537 213 1380 346 219 426
internal_value=0 0.00154174 -0.00140623 0.00305201 0.0101518
internal_weight=0 0.00584925 0.00482053 0.00374401 0.00235685
internal_count=3121 2584 2371 991 772
is_linear=0
shrinkage=0.1


Tree=9994
num_leaves=6
num_cat=0
split_feature=13 3 1 0 2
split_gain=8.24898e-06 1.98491e-05 3.70925e-05 3.68692e-05 1.75411e-05
threshold=-0.084034999999999985 0.10893000000000001 0.095285000000000022 -0.077999999999999986 0.097845000000000015
decision_type=2 2 2 2 2
left_child=4 2 3 -2 -1
right_child=1 -3 -4 -5 -6
leaf_value=-0.0045513016148026626 -0.021494411711692793 -0.014572872721973296 0.012727453906414955 0.0046597295145257931 0.013189917769655996
leaf_weight=0.0010373696045245335 0.0010037368841206648 0.0010426718168869403 0.0015715460073227666 0.0011640944156159677 0.0012042609370952282
leaf_count=668 994 108 555 542 254
internal_value=0 -0.00237206 0.00102996 -0.00745001 0.00497973
internal_weight=0 0.00478205 0.00373938 0.00216783 0.00224163
internal_count=3121 2199 2091 1536 922
is_linear=0
shrinkage=0.1


Tree=9995
num_leaves=6
num_cat=0
split_feature=16 52 12 13 52
split_gain=1.60539e-05 5.15757e-05 3.11914e-05 3.45682e-05 4.26172e-05
threshold=0.38525000000000004 0.10160000000000001 0.095110000000000014 -0.094514999999999988 -0.049749999999999996
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.00026938367079178067 0.00022637060061249368 -0.00043346980641101324 0.00034440596424875581 0.00013058344919480503 -0.00032539732534490895
leaf_weight=0.0010813846881374549 0.0010129437544986637 0.0010644154442279547 0.0010373011765630446 0.0013507147737919934 0.0018917456635012598
leaf_count=245 311 591 370 498 1106
internal_value=0 -3.92215e-05 3.90536e-05 -3.42012e-05 -0.000135449
internal_weight=0 0.00642556 0.00536115 0.00432385 0.00324246
internal_count=3121 2810 2219 1849 1604
is_linear=0
shrinkage=0.00196078


Tree=9996
num_leaves=6
num_cat=0
split_feature=484 48 16 16 52
split_gain=1.86165e-05 2.8779e-05 2.60762e-05 2.25365e-05 3.40606e-05
threshold=0.041405000000000004 0.092475000000000016 -0.15241499999999997 -0.008904999999999998 0.091275000000000009
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.0001144738820534192 0.00024671657353197144 0.00018628433558552028 -0.00040191837106685739 -0.00030970685122615091 0.00018407162208754712
leaf_weight=0.0013667460621785209 0.0010018867081646498 0.0016178245347363909 0.0013638839795864304 0.0011542672889533431 0.001004488012588877
leaf_count=359 439 336 1241 633 113
internal_value=0 -4.04051e-05 -0.000115413 -0.000204607 -7.99473e-05
internal_weight=0 0.00650721 0.00488939 0.00352264 0.00215876
internal_count=3121 2682 2346 1987 746
is_linear=0
shrinkage=0.00196078


Tree=9997
num_leaves=5
num_cat=0
split_feature=457 47 160 16
split_gain=1.02995e-05 2.0741e-05 1.90184e-05 3.75416e-05
threshold=0.069910000000000014 0.10254000000000001 -0.066074999999999981 -0.056919999999999991
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=0.0073901336638502865 0.0093442025731702502 0.0096641457902945978 0.0014805115883543048 -0.018677544953084286
leaf_weight=0.0010273382877571428 0.0010049756643080582 0.0012873565813114572 0.001967516224190103 0.0017417407800307773
leaf_count=655 267 246 1180 773
internal_value=0 -0.00159117 -0.00465025 -0.00798503
internal_weight=0 0.00602395 0.0047366 0.00370926
internal_count=3121 2854 2608 1953
is_linear=0
shrinkage=0.1


Tree=9998
num_leaves=6
num_cat=0
split_feature=42 160 43 16 0
split_gain=8.98406e-06 2.29252e-05 2.28532e-05 2.55205e-05 2.0551e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 -0.056919999999999991 -0.15599999999999997
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0083349209058915501 -0.0098427529498311198 0.016706836824703763 -0.0026383317990579052 -0.011547994425943888 0.016628122741387315
leaf_weight=0.0010977254739443091 0.0013670948021264539 0.0012089571816061642 0.0011172502037823495 0.0011320852646266592 0.0010974929269395503
leaf_count=862 828 482 114 322 513
internal_value=0 0.00151449 0.00492256 0.000665781 0.00690896
internal_weight=0 0.00592288 0.00455579 0.00334683 0.00221474
internal_count=3121 2259 1431 949 627
is_linear=0
shrinkage=0.1


Tree=9999
num_leaves=6
num_cat=0
split_feature=52 2 1 3 43
split_gain=2.89526e-05 3.749e-05 8.60731e-05 6.04684e-05 3.77132e-05
threshold=0.11434500000000002 0.088850000000000012 0.11181500000000001 0.092670000000000016 -0.074359999999999996
decision_type=2 2 2 2 2
left_child=1 4 3 -3 -1
right_child=-2 2 -4 -5 -6
leaf_value=0.00010028906849932909 -0.00030582404150207441 0.00012173092395322406 -0.00029730338046241478 0.00068832682762668209 -0.00037668200880164749
leaf_weight=0.0012830779422550941 0.0010028032254339059 0.0019327667250274025 0.0011352089986702927 0.0011580824308004382 0.0012663759311571626
leaf_count=578 501 866 239 115 822
internal_value=0 5.11508e-05 0.000164436 0.000334024 -0.000136634
internal_weight=0 0.00677551 0.00422606 0.00309085 0.00254945
internal_count=3121 2620 1220 981 1400
is_linear=0
shrinkage=0.00196078


end of trees

feature_importances:
Column_4=7855
Column_0=7691
Column_1=7087
Column_3=6875
Column_2=6385
Column_15=6353
Column_52=6201
Column_16=5758
Column_13=4636
Column_43=4228
Column_42=3961
Column_12=3847
Column_48=2943
Column_47=2518
Column_160=2414
Column_484=2202
Column_49=2195
Column_133=2171
Column_151=1958
Column_14=1524
Column_457=1422
Column_11=1385
Column_51=1247
Column_50=1141
Column_150=1074
Column_1374=798
Column_1213=782
Column_159=684
Column_39=680
Column_124=578
Column_403=551
Column_157=462
Column_41=451
Column_131=435
Column_123=433
Column_1456=423
Column_474=359
Column_40=356
Column_156=328
Column_453=316
Column_376=301
Column_132=298
Column_147=294
Column_1348=279
Column_31=269
Column_130=218
Column_128=196
Column_9=190
Column_475=164
Column_402=160
Column_158=127
Column_1212=117
Column_38=105
Column_148=104
Column_1429=102
Column_401=89
Column_44=82
Column_1375=82
Column_480=70
Column_1447=68
Column_448=63
Column_1365=53
Column_483=51
Column_454=48
Column_1446=41
Column_45=40
Column_1373=40
Column_447=37
Column_122=36
Column_375=36
Column_1366=35
Column_1425=31
Column_456=30
Column_33=21
Column_455=21
Column_129=19
Column_155=18
Column_452=16
Column_1426=16
Column_10=13
Column_8=9
Column_393=9
Column_481=9
Column_34=8
Column_46=6
Column_1444=6
Column_394=5
Column_1211=5
Column_32=4
Column_374=4
Column_482=4
Column_1452=4
Column_367=3
Column_1209=3
Column_1210=3
Column_104=2
Column_138=2
Column_139=2
Column_1453=2
Column_1455=2
Column_121=1
Column_146=1
Column_445=1
Column_1132=1
Column_1186=1
Column_1443=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